From 86c7801143d0c3a6221e8cc66b41d8c02ff6b5b1 Mon Sep 17 00:00:00 2001 From: kevin sheppard Date: Mon, 26 Mar 2012 10:04:23 +0100 Subject: [PATCH] Initial import --- Contents.m | 2 + GUI/ARMAX.fig | Bin 0 -> 10766 bytes GUI/ARMAX.m | 1282 +++++++++++++++++ GUI/ARMAX_about.fig | Bin 0 -> 7011 bytes GUI/ARMAX_about.m | 206 +++ GUI/ARMAX_close_dialog.fig | Bin 0 -> 6687 bytes GUI/ARMAX_close_dialog.m | 207 +++ GUI/ARMAX_viewer.fig | Bin 0 -> 8388 bytes GUI/ARMAX_viewer.m | 800 ++++++++++ GUI/OxLogo.mat | Bin 0 -> 12247 bytes addToPath.m | 73 + bootstrap/block_bootstrap.m | 77 + bootstrap/bsds.m | 176 +++ bootstrap/mcs.m | 190 +++ bootstrap/robustvcv.m | 82 ++ bootstrap/stationary_bootstrap.m | 69 + crosssection/ols.m | 128 ++ crosssection/pca.m | 118 ++ distributions/gedcdf.m | 71 + distributions/gedinv.m | 90 ++ distributions/gedloglik.m | 74 + distributions/gedpdf.m | 56 + distributions/gedrnd.m | 64 + distributions/mvnormloglik.m | 102 ++ distributions/normloglik.m | 74 + distributions/skewtcdf.m | 59 + distributions/skewtinv.m | 55 + distributions/skewtloglik.m | 86 ++ distributions/skewtpdf.m | 50 + distributions/skewtrnd.m | 51 + distributions/stdtcdf.m | 42 + distributions/stdtinv.m | 42 + distributions/stdtloglik.m | 70 + distributions/stdtpdf.m | 45 + distributions/stdtrnd.m | 51 + dlls/agarch_core.mexw64 | Bin 0 -> 9728 bytes dlls/armaxerrors.mexw64 | Bin 0 -> 9216 bytes dlls/egarch_core.mexw64 | Bin 0 -> 9728 bytes dlls/igarch_core.mexw64 | Bin 0 -> 9216 bytes dlls/tarch_core.mexw64 | Bin 0 -> 9216 bytes duplication/chi2cdf.m | 39 + duplication/iscompatible.m | 145 ++ duplication/kurtosis.m | 27 + duplication/normcdf.m | 49 + duplication/norminv.m | 49 + duplication/normpdf.m | 51 + duplication/skewness.m | 27 + mex_source/agarch_core.c | 105 ++ mex_source/armaxerrors.c | 110 ++ mex_source/egarch_core.c | 120 ++ mex_source/igarch_core.c | 84 ++ mex_source/tarch_core.c | 85 ++ multivariate/ccc_mvgarch.m | 242 ++++ multivariate/ccc_mvgarch_joint_likelihood.m | 76 + multivariate/ccc_mvgarch_likelihood.m | 36 + multivariate/ccc_mvgarch_simulate.m | 167 +++ multivariate/matrix_garch.m | 259 ++++ multivariate/matrix_garch_display.m | 91 ++ multivariate/matrix_garch_likelihood.m | 87 ++ multivariate/matrix_garch_simulate.m | 198 +++ multivariate/o_mvgarch.m | 180 +++ multivariate/riskmetrics.m | 81 ++ multivariate/riskmetrics2006.m | 171 +++ multivariate/scalar_vt_vech.m | 267 ++++ multivariate/scalar_vt_vech_itransform.m | 49 + multivariate/scalar_vt_vech_jointlikelihood.m | 82 ++ multivariate/scalar_vt_vech_likelihood.m | 105 ++ multivariate/scalar_vt_vech_simulate.m | 154 ++ multivariate/scalar_vt_vech_starting_values.m | 75 + multivariate/scalar_vt_vech_transform.m | 76 + realized/ES_20090817.mat | Bin 0 -> 2084778 bytes realized/Since the changed in QRV - 2.docx | Bin 0 -> 22608 bytes realized/Since the changed in QRV.docx | Bin 0 -> 21075 bytes realized/ToDo.docx | Bin 0 -> 13117 bytes realized/realized_bipower_variation.m | 196 +++ realized/realized_compute_median.m | 122 ++ realized/realized_convert2unit.m | 133 ++ realized/realized_covariance.m | 216 +++ realized/realized_hayashi_yoshida.m | 311 ++++ realized/realized_kernel.m | 415 ++++++ realized/realized_kernel_bandwidth.m | 126 ++ realized/realized_kernel_core.m | 115 ++ realized/realized_kernel_jitter_lag_length.m | 202 +++ realized/realized_kernel_weights.m | 124 ++ realized/realized_min_med_variance.m | 191 +++ realized/realized_multiscale_variance.m | 374 +++++ realized/realized_multivariate_kernel.m | 495 +++++++ realized/realized_noise_estimate.m | 121 ++ realized/realized_options.m | 207 +++ realized/realized_price_filter.m | 281 ++++ realized/realized_qmle_variance.m | 233 +++ realized/realized_quantile_scales.mat | Bin 0 -> 549815 bytes realized/realized_quantile_variance.m | 360 +++++ realized/realized_quantile_variance_scale.m | 97 ++ .../realized_quantile_weight_simulation.m | 95 ++ realized/realized_quarticity.m | 235 +++ realized/realized_range.m | 276 ++++ realized/realized_range_simulation.m | 59 + .../realized_range_simulation_results.mat | Bin 0 -> 1616 bytes realized/realized_refresh_time.m | 120 ++ realized/realized_refresh_time_bivariate.m | 98 ++ realized/realized_return_filter.m | 196 +++ realized/realized_semivariance.m | 163 +++ realized/realized_subsample.m | 149 ++ realized/realized_test.m | 92 ++ .../realized_threshold_multipower_variation.m | 49 + realized/realized_threshold_variance.m | 277 ++++ realized/realized_twoscale_variance.m | 352 +++++ realized/realized_variance.m | 157 ++ realized/realized_variance_optimal_sampling.m | 359 +++++ realized/seconds2unit.m | 65 + realized/seconds2wall.m | 42 + realized/unit2seconds.m | 63 + realized/unit2wall.m | 66 + realized/wall2seconds.m | 49 + realized/wall2unit.m | 77 + tests/berkowitz.m | 129 ++ tests/jarquebera.m | 73 + tests/kolmogorov.m | 232 +++ tests/ljungbox.m | 61 + tests/lmtest1.m | 82 ++ timeseries/acf.m | 126 ++ timeseries/aichqcsbic.m | 125 ++ timeseries/aicsbic.m | 125 ++ timeseries/arma_forecaster.m | 254 ++++ timeseries/armaroots.m | 129 ++ timeseries/armaxerrors.m | 50 + timeseries/armaxfilter.m | 452 ++++++ timeseries/armaxfilter_core.m | 36 + timeseries/armaxfilter_likelihood.m | 57 + timeseries/armaxfilter_simulate.m | 174 +++ timeseries/augdf.m | 148 ++ timeseries/augdf_cvsim_tieup.m | 49 + timeseries/augdfautolag.m | 155 ++ timeseries/augdfcv.m | 418 ++++++ timeseries/beveridgenelson.m | 156 ++ timeseries/bkfilter.m | 104 ++ timeseries/convert_ma_roots.m | 33 + timeseries/grangercause.m | 358 +++++ timeseries/heterogeneousar.m | 253 ++++ timeseries/hp_filter.m | 87 ++ timeseries/impulseresponse.m | 376 +++++ timeseries/impulseresponse_bootstrap.m | 379 +++++ timeseries/inverse_ar_roots.m | 35 + timeseries/olsnw.m | 132 ++ timeseries/pacf.m | 90 ++ timeseries/sacf.m | 121 ++ timeseries/spacf.m | 114 ++ timeseries/tsresidualplot.m | 142 ++ timeseries/vectorar.m | 212 +++ timeseries/vectorarvcv.m | 66 + univariate/agarch.m | 190 +++ univariate/agarch_core.m | 82 ++ univariate/agarch_display.m | 245 ++++ univariate/agarch_itransform.m | 121 ++ univariate/agarch_likelihood.m | 85 ++ univariate/agarch_parameter_check.m | 177 +++ univariate/agarch_simulate.m | 175 +++ univariate/agarch_starting_values.m | 87 ++ univariate/agarch_transform.m | 134 ++ univariate/aparch.m | 246 ++++ univariate/aparch_core.m | 71 + univariate/aparch_display.m | 263 ++++ univariate/aparch_itransform.m | 120 ++ univariate/aparch_likelihood.m | 109 ++ univariate/aparch_loglikelihood.m | 0 univariate/aparch_parameter_check.m | 178 +++ univariate/aparch_simulate.m | 196 +++ univariate/aparch_starting_values.m | 84 ++ univariate/aparch_transform.m | 148 ++ univariate/egarch.m | 253 ++++ univariate/egarch_core.m | 90 ++ univariate/egarch_display.m | 232 +++ univariate/egarch_itransform.m | 57 + univariate/egarch_likelihood.m | 92 ++ univariate/egarch_nlcon.m | 29 + univariate/egarch_parameter_check.m | 150 ++ univariate/egarch_simulate.m | 163 +++ univariate/egarch_starting_values.m | 127 ++ univariate/egarch_transform.m | 60 + univariate/figarch.m | 233 +++ univariate/figarch_itransform.m | 101 ++ univariate/figarch_likelihood.m | 72 + univariate/figarch_parameter_check.m | 178 +++ univariate/figarch_simulate.m | 196 +++ univariate/figarch_starting_values.m | 126 ++ univariate/figarch_transform.m | 94 ++ univariate/figarch_weights.m | 61 + univariate/igarch.m | 268 ++++ univariate/igarch_core.m | 76 + univariate/igarch_display.m | 271 ++++ univariate/igarch_itransform.m | 111 ++ univariate/igarch_likelihood.m | 87 ++ univariate/igarch_parameter_check.m | 168 +++ univariate/igarch_starting_values.m | 130 ++ univariate/igarch_transform.m | 136 ++ univariate/tarch.m | 274 ++++ univariate/tarch_core.m | 77 + univariate/tarch_display.m | 265 ++++ univariate/tarch_itransform.m | 122 ++ univariate/tarch_likelihood.m | 85 ++ univariate/tarch_parameter_check.m | 168 +++ univariate/tarch_simulate.m | 171 +++ univariate/tarch_starting_values.m | 154 ++ univariate/tarch_transform.m | 174 +++ utility/c2mdate.m | 60 + utility/chol2vec.m | 39 + utility/corr_ivech.m | 51 + utility/corr_vech.m | 39 + utility/cov2corr.m | 15 + utility/covnw.m | 78 + utility/covvar.m | 184 +++ utility/demean.m | 23 + utility/dirod.m | 48 + utility/gradient_2sided.m | 74 + utility/hessian_2sided.m | 81 ++ utility/hessian_2sided_nrows.m | 85 ++ utility/ivech.m | 56 + utility/m2cdate.m | 55 + utility/mprint.m | 298 ++++ utility/mvstandardize.m | 72 + utility/newlagmatrix.m | 78 + utility/pltdens.m | 85 ++ utility/randchar.m | 5 + utility/standardize.m | 45 + utility/vec2chol.m | 54 + utility/vech.m | 38 + utility/x2mdate.m | 79 + 228 files changed, 30074 insertions(+) create mode 100644 Contents.m create mode 100644 GUI/ARMAX.fig create mode 100644 GUI/ARMAX.m create mode 100644 GUI/ARMAX_about.fig create mode 100644 GUI/ARMAX_about.m create mode 100644 GUI/ARMAX_close_dialog.fig create mode 100644 GUI/ARMAX_close_dialog.m create mode 100644 GUI/ARMAX_viewer.fig create mode 100644 GUI/ARMAX_viewer.m create mode 100644 GUI/OxLogo.mat create mode 100644 addToPath.m create mode 100644 bootstrap/block_bootstrap.m create mode 100644 bootstrap/bsds.m create mode 100644 bootstrap/mcs.m create mode 100644 bootstrap/robustvcv.m create mode 100644 bootstrap/stationary_bootstrap.m create mode 100644 crosssection/ols.m create mode 100644 crosssection/pca.m create mode 100644 distributions/gedcdf.m create mode 100644 distributions/gedinv.m create mode 100644 distributions/gedloglik.m create mode 100644 distributions/gedpdf.m create mode 100644 distributions/gedrnd.m create mode 100644 distributions/mvnormloglik.m create mode 100644 distributions/normloglik.m create mode 100644 distributions/skewtcdf.m create mode 100644 distributions/skewtinv.m create mode 100644 distributions/skewtloglik.m create mode 100644 distributions/skewtpdf.m create mode 100644 distributions/skewtrnd.m create mode 100644 distributions/stdtcdf.m create mode 100644 distributions/stdtinv.m create mode 100644 distributions/stdtloglik.m create mode 100644 distributions/stdtpdf.m create mode 100644 distributions/stdtrnd.m create mode 100644 dlls/agarch_core.mexw64 create mode 100644 dlls/armaxerrors.mexw64 create mode 100644 dlls/egarch_core.mexw64 create mode 100644 dlls/igarch_core.mexw64 create mode 100644 dlls/tarch_core.mexw64 create mode 100644 duplication/chi2cdf.m create mode 100644 duplication/iscompatible.m create mode 100644 duplication/kurtosis.m create mode 100644 duplication/normcdf.m create mode 100644 duplication/norminv.m create mode 100644 duplication/normpdf.m create mode 100644 duplication/skewness.m create mode 100644 mex_source/agarch_core.c create mode 100644 mex_source/armaxerrors.c create mode 100644 mex_source/egarch_core.c create mode 100644 mex_source/igarch_core.c create mode 100644 mex_source/tarch_core.c create mode 100644 multivariate/ccc_mvgarch.m create mode 100644 multivariate/ccc_mvgarch_joint_likelihood.m create mode 100644 multivariate/ccc_mvgarch_likelihood.m create mode 100644 multivariate/ccc_mvgarch_simulate.m create mode 100644 multivariate/matrix_garch.m create mode 100644 multivariate/matrix_garch_display.m create mode 100644 multivariate/matrix_garch_likelihood.m create mode 100644 multivariate/matrix_garch_simulate.m create mode 100644 multivariate/o_mvgarch.m create mode 100644 multivariate/riskmetrics.m create mode 100644 multivariate/riskmetrics2006.m create mode 100644 multivariate/scalar_vt_vech.m create mode 100644 multivariate/scalar_vt_vech_itransform.m create mode 100644 multivariate/scalar_vt_vech_jointlikelihood.m create mode 100644 multivariate/scalar_vt_vech_likelihood.m create mode 100644 multivariate/scalar_vt_vech_simulate.m create mode 100644 multivariate/scalar_vt_vech_starting_values.m create mode 100644 multivariate/scalar_vt_vech_transform.m create mode 100644 realized/ES_20090817.mat create mode 100644 realized/Since the changed in QRV - 2.docx create mode 100644 realized/Since the changed in QRV.docx create mode 100644 realized/ToDo.docx create mode 100644 realized/realized_bipower_variation.m create mode 100644 realized/realized_compute_median.m create mode 100644 realized/realized_convert2unit.m create mode 100644 realized/realized_covariance.m create mode 100644 realized/realized_hayashi_yoshida.m create mode 100644 realized/realized_kernel.m create mode 100644 realized/realized_kernel_bandwidth.m create mode 100644 realized/realized_kernel_core.m create mode 100644 realized/realized_kernel_jitter_lag_length.m create mode 100644 realized/realized_kernel_weights.m create mode 100644 realized/realized_min_med_variance.m create mode 100644 realized/realized_multiscale_variance.m create mode 100644 realized/realized_multivariate_kernel.m create mode 100644 realized/realized_noise_estimate.m create mode 100644 realized/realized_options.m create mode 100644 realized/realized_price_filter.m create mode 100644 realized/realized_qmle_variance.m create mode 100644 realized/realized_quantile_scales.mat create mode 100644 realized/realized_quantile_variance.m create mode 100644 realized/realized_quantile_variance_scale.m create mode 100644 realized/realized_quantile_weight_simulation.m create mode 100644 realized/realized_quarticity.m create mode 100644 realized/realized_range.m create mode 100644 realized/realized_range_simulation.m create mode 100644 realized/realized_range_simulation_results.mat create mode 100644 realized/realized_refresh_time.m create mode 100644 realized/realized_refresh_time_bivariate.m create mode 100644 realized/realized_return_filter.m create mode 100644 realized/realized_semivariance.m create mode 100644 realized/realized_subsample.m create mode 100644 realized/realized_test.m create mode 100644 realized/realized_threshold_multipower_variation.m create mode 100644 realized/realized_threshold_variance.m create mode 100644 realized/realized_twoscale_variance.m create mode 100644 realized/realized_variance.m create mode 100644 realized/realized_variance_optimal_sampling.m create mode 100644 realized/seconds2unit.m create mode 100644 realized/seconds2wall.m create mode 100644 realized/unit2seconds.m create mode 100644 realized/unit2wall.m create mode 100644 realized/wall2seconds.m create mode 100644 realized/wall2unit.m create mode 100644 tests/berkowitz.m create mode 100644 tests/jarquebera.m create mode 100644 tests/kolmogorov.m create mode 100644 tests/ljungbox.m create mode 100644 tests/lmtest1.m create mode 100644 timeseries/acf.m create mode 100644 timeseries/aichqcsbic.m create mode 100644 timeseries/aicsbic.m create mode 100644 timeseries/arma_forecaster.m create mode 100644 timeseries/armaroots.m create mode 100644 timeseries/armaxerrors.m create mode 100644 timeseries/armaxfilter.m create mode 100644 timeseries/armaxfilter_core.m create mode 100644 timeseries/armaxfilter_likelihood.m create mode 100644 timeseries/armaxfilter_simulate.m create mode 100644 timeseries/augdf.m create mode 100644 timeseries/augdf_cvsim_tieup.m create mode 100644 timeseries/augdfautolag.m create mode 100644 timeseries/augdfcv.m create mode 100644 timeseries/beveridgenelson.m create mode 100644 timeseries/bkfilter.m create mode 100644 timeseries/convert_ma_roots.m create mode 100644 timeseries/grangercause.m create mode 100644 timeseries/heterogeneousar.m create mode 100644 timeseries/hp_filter.m create mode 100644 timeseries/impulseresponse.m create mode 100644 timeseries/impulseresponse_bootstrap.m create mode 100644 timeseries/inverse_ar_roots.m create mode 100644 timeseries/olsnw.m create mode 100644 timeseries/pacf.m create mode 100644 timeseries/sacf.m create mode 100644 timeseries/spacf.m create mode 100644 timeseries/tsresidualplot.m create mode 100644 timeseries/vectorar.m create mode 100644 timeseries/vectorarvcv.m create mode 100644 univariate/agarch.m create mode 100644 univariate/agarch_core.m create mode 100644 univariate/agarch_display.m create mode 100644 univariate/agarch_itransform.m create mode 100644 univariate/agarch_likelihood.m create mode 100644 univariate/agarch_parameter_check.m create mode 100644 univariate/agarch_simulate.m create mode 100644 univariate/agarch_starting_values.m create mode 100644 univariate/agarch_transform.m create mode 100644 univariate/aparch.m create mode 100644 univariate/aparch_core.m create mode 100644 univariate/aparch_display.m create mode 100644 univariate/aparch_itransform.m create mode 100644 univariate/aparch_likelihood.m create mode 100644 univariate/aparch_loglikelihood.m create mode 100644 univariate/aparch_parameter_check.m create mode 100644 univariate/aparch_simulate.m create mode 100644 univariate/aparch_starting_values.m create mode 100644 univariate/aparch_transform.m create mode 100644 univariate/egarch.m create mode 100644 univariate/egarch_core.m create mode 100644 univariate/egarch_display.m create mode 100644 univariate/egarch_itransform.m create mode 100644 univariate/egarch_likelihood.m create mode 100644 univariate/egarch_nlcon.m create mode 100644 univariate/egarch_parameter_check.m create mode 100644 univariate/egarch_simulate.m create mode 100644 univariate/egarch_starting_values.m create mode 100644 univariate/egarch_transform.m create mode 100644 univariate/figarch.m create mode 100644 univariate/figarch_itransform.m create mode 100644 univariate/figarch_likelihood.m create mode 100644 univariate/figarch_parameter_check.m create mode 100644 univariate/figarch_simulate.m create mode 100644 univariate/figarch_starting_values.m create mode 100644 univariate/figarch_transform.m create mode 100644 univariate/figarch_weights.m create mode 100644 univariate/igarch.m create mode 100644 univariate/igarch_core.m create mode 100644 univariate/igarch_display.m create mode 100644 univariate/igarch_itransform.m create mode 100644 univariate/igarch_likelihood.m create mode 100644 univariate/igarch_parameter_check.m create mode 100644 univariate/igarch_starting_values.m create mode 100644 univariate/igarch_transform.m create mode 100644 univariate/tarch.m create mode 100644 univariate/tarch_core.m create mode 100644 univariate/tarch_display.m create mode 100644 univariate/tarch_itransform.m create mode 100644 univariate/tarch_likelihood.m create mode 100644 univariate/tarch_parameter_check.m create mode 100644 univariate/tarch_simulate.m create mode 100644 univariate/tarch_starting_values.m create mode 100644 univariate/tarch_transform.m create mode 100644 utility/c2mdate.m create mode 100644 utility/chol2vec.m create mode 100644 utility/corr_ivech.m create mode 100644 utility/corr_vech.m create mode 100644 utility/cov2corr.m create mode 100644 utility/covnw.m create mode 100644 utility/covvar.m create mode 100644 utility/demean.m create mode 100644 utility/dirod.m create mode 100644 utility/gradient_2sided.m create mode 100644 utility/hessian_2sided.m create mode 100644 utility/hessian_2sided_nrows.m create mode 100644 utility/ivech.m create mode 100644 utility/m2cdate.m create mode 100644 utility/mprint.m create mode 100644 utility/mvstandardize.m create mode 100644 utility/newlagmatrix.m create mode 100644 utility/pltdens.m create mode 100644 utility/randchar.m create mode 100644 utility/standardize.m create mode 100644 utility/vec2chol.m create mode 100644 utility/vech.m create mode 100644 utility/x2mdate.m diff --git a/Contents.m b/Contents.m new file mode 100644 index 0000000..811db79 --- /dev/null +++ b/Contents.m @@ -0,0 +1,2 @@ +% MFE Toolbox Toolbox +% Version 4.0 28-Oct-2009 \ No newline at end of file diff --git a/GUI/ARMAX.fig b/GUI/ARMAX.fig new file mode 100644 index 0000000000000000000000000000000000000000..1baaf46e1ba83d47967c1816453462161626879a GIT binary patch literal 10766 zcmb8VWl$Ty_CAahDcT~XNU`D+D8;>af#OyyKq*k%U4nZF4n=|&C%8k36et!PiUoHM z5H$JU-@P;M_jf;?vwLQC=FA>>p0nz*dY@(G7=?J>Gpft#@z~foTEAn|a1q9q(ZyMuQOVtoQOWu%(kID0nug%q0CPEmtHkHFmQL$BL+I!hd$*J(Cg>rT0(pNma$> z#OSOX0HOxTx9G5PiT=i63dS6AKcap<`xcK2Csv;HlLEfJzG4;q#$bZf&63qwW@{4j zHD~G`QqpC2JfIP=Mtg>dAqpW1u}oC<Ly`3;*(A-z1cKatuy3rI=T;uVML zC~2!vbcihr9Eeg{i0En|^|X$5U4^OKc$c8zd>-Q<(Jka|nb9!xv_KpN;8rLsu?s zW8$gVT3|6!4|Or7fkM(FWK0HMGsqN^n1Du@&$xK4s0`~Ojj-Rz3KZgs9x;n!QzyJu z9ICG)`7`F$Qx`zognZyny6P;5k4OALM3ds20)zDV(S<6y5IuH2Gq9kP-$-TFH6#w~hV#Rt;qoqh^t#$DfkPb6*QU zg`r;~Nk)vaS<`0pprPM4qP?Go?_m~S!LlDK=W4eJp0{JY5K|O!mw(>QWI;~rm5M&m zI%fI~tPiS15Pi=l9k`~vcwoe5TFI9;4k1;Qti2Yhy@_R;$D6P0^%a5QpYP?{p?}Gk z+*#LzuTXrtSDdsDer1ysY@?Jmmhkzr=N9^lsOk=l6i`>&bcV9Ax`+W?lJaFKF>u0#We zUK3n(N5j}-HD52;dL~_9+`DJ1btDC`MHq+T?#17rfIkL}0DP(S`?OI~HbQ)4(24e<{OJJ?*WrXc5Q<6bR|KzyScIMaJ^@;=SGe7u_ zKoGNpcOQeJSG?%`1@qr*cFBaYTDqOmEvz4XRMENvHY3d&c5;^Ke1E}ix^N*0xylg{bz*r)i9WLGWbrYmi$Ovw(4;Ns^TX806vQki zc&q=cCvO_n6TA*N!t*YBT=@Zg<``{S_HbJq_wdx!8e8W~}>@TI!t(4e2&%L6iDJMzMtZojUY6K*gl zSALfc4BLxiV+A`2%4;b-VzU#IS3IVsEwl#@IQETQ=Jq|`<%x4Q*r;GweFn*WjMzm? zFgea=Gf|F_#X;Pqo8n#xI{_#^xY8__kI}@6Jv*Zl{=zeu6P=cM`nTDdg}@^Defi}` zf|8dv{-()WFOIMEV-`k^oKm%KS{u!WCXzrWHlJYl7Z$h|mF63H=POFun)a#p?i{|u z?in%R*GTQRhtdDY+^q%)y?%lFU0E9pf5MJ5`A40caBg_tjsS6Qxg5PmM`Wkr9J1bD zHys>Uk%MwDr(|}GzB82&C7FC;@wS9o zY%&}VJAIPq`;XY?+&F)MWv4rs`KYS>AU&RnytXR4C|;4pm(m_m_gc{zdUp8dTS{gM zT=lth>NXSmXC-_)R52Y&Axs3{})nB0EsyzvC zWb>%&`4!Kn&5dUaN@rvru6YX&B1D|ginsLdpMMoyRpShPE;Y6<;nJo1d@Y_Yo!LJ< zwPTzP++ORoYE*ps_vWb`a*Y@{ZhSh_^#qiYMqGMz66qo>eZA2FT&d?h=aOgcoPH9( zprxk_;N;oa`pyrJX_~SL_`nN!rB%zToq&J^@%$YMNP_4C(6|3k#}hUB3f9BGuCHu^ zYCYKUErv&nkHNH&IEQGRL_}b=T(CYu(;3u4a>jONB~(YObalf+8K0{{n?JO6^zl6F z&P$_x|7*BQ_?L6+x(l4pw_i4-Uw^Uk_$%k{taRp8Hm@dHbWkCAmqZibhW;gFPwNh4l06hAwCPfuZzofcN81a8?V~}ddA1#u7 z{G;@&D3n#W-uSgnX=u+^beVIjV7G8frbxX|!ZiiQU@Hc^CdZC$ahg-P{En#iBO>U=f$yyPz{sx&5{t zu5y7yMORLLUd3DTmygyMnEMah_x{S}up$PvNf6VNqs_FJaxUMEc|kA=x=lU0T^Qe7TVNB4A!TeL$SD#KQ2O|F@(38fEfwNG7>{ znf*RPw_p}MIBuQr-eN&iUs^SBG>n@T7%SN0T8iJ+$e5MHREwTvP)j5f4pt#!Fo?wF zU)h|Gi##~5amx&ie8_6*1-Hr~NjGY-y-X@WCa+RX9V9J__`&WRAk#MlE_IB*1oD5aORM$rl&srxw&4TtPD2uUX0VFEKKl-@8hw-*CR>n#9T(5c z@NS;%3^K-_?}W)4Pt9@Q$GpYII3U^-Ei!eb*`Bw5W z@nNSSI9nka5y$)hE7BZQv)&d*40op$@D=_`3nC>OdT}4r6Vo;F623#!(FUOHDZ9Sj z4VQ3{Y(xB~hOHS-0fDgmp6SXS5Ixlr-Uw6cDMw1?@?G=9jzu7V>{uV__0r zOE9bOgNs=Fo@kNC zX`;&J!SI6KtK%JfVIQTy=F)gEcAYHke5)6o=A)uONwmmK)b({g(&q90ymi@!VYTPs z+nUqi#m)GkCi~uLer`aG_*gJFfs}25>g{b&&n$RBD8t}ON;C*e0k*>mfe?p&P!8jN z4-dx``YXu=06l9elnSGG*GIYoB@ss*!L0t=e@@r&&*y9|Q+QqF5EuwBhO*bRrq1W9 z9Q|2*Vh|9Hw21SMJ+KSPZ0b>3qmQC4zDfyCv1{HCz>zK7>M!%>e?0wp#WzZ?odvj1j>)1 zr7ES6_iuS$sdq_)Usoe$+Bm=6&f}fr<(@ZtM=eri&;0{;HC!ROyqvKa=3%uL(k8O; z_Y3sJi$17VKZH*c?ahlvI-~zBaBNL&cWX!*b7yHX6!g2Xap$)H&FidwysVgadgMsd=}q#-*i}Jd#VKDY zGtg_;yT-;BdlbE-A=r59BRD8rDC4J3S6Oev;`vs78lBbp*e>|`IDLY)LJb%pl*xuF$(ak%K_WK8(DJ{AZSm?#IJPXzdo~IhUV|RyR|i)6vy|xa zT$qaxL+g&coLtA`BTJI6vN2Mcu7G20kew+QB=*Gu&PlcuW@R6ViwS>X5_HV5Am_^9 z;V3|MJy8dDR@|v?{ODdC?7gQX22XsnUAu*V?8JKmFUg4LB`p%_T`MoGA`d$+dbMJ zkQli4;Kq-SD*mG!CcJSF*f#j;&W%C;*0%Q1gxc@Uuxb~fspT`jJroodiT$;p?6sDW z_(!_I;FwfzBhpZ|w+TbmekG*7r0VGYns#BfXQtD$qslS z{0Y?R{OE3XMqE7U=Y=z>11j=PV>RGPmxM~*;q~n49HU=;4%e1SL<2x)wo7Mwx+usN zWZ@jmGWUz~vZcN3UyU%+NR05DT_9#b@VitdoHZg#lNJMhM_<+L|s zL`Io@{fwvSg~M_Gi`) z>?Q1o8dOPo*sHBug=r?c7mibyMOeocaZ6uc&lG+qb=ACj+hjJ(L-z*f<6#KKO;(7w zdj2@2qi$&1cyi3=XAg&;erg|;7erHNO!#6D=ZXCD<(jy`#qYo$%ddNSq^a_rLeQIJ5-@k=fqxQ^bW4i z$t!8g|2b0kGoLjDPbFk$%5YnZa|>HvXYc3C?wrHex@G{B(c@5{q~Tu~-yzC)0LA>s zRs^sc*+l9jK%cFBu9tv6q#^uY0@GzLgLKy(djIu0Kv4ha=J?M`m3j_zL53&GpCF3{bqqVu^l8wB`oYY1&GIm+MjLF?%r z-IqDXr?{1G-ScA;mJQ4ZyhCX9N}kc~L2YaNk=2bmQVxDFtkHmsu>VTNYmMOUfO+`; z5RRdg%go2uJy|V9lycPKdcTL`27Y7crm*qEe&?RO!WL&VJ833DIMpDx*m z0FL|+IqzC^$`Pm)24zH{_n2l z>3gZ~tIcEhhINhF8mg5DEJn(%ucU(3tkUeI4WhSK14MV*GGBwAcWbD6&=H%!QsJfc z6{d5KuvR77=*DF9Cn3kYmj}g7Jnn4jf%MA|vtI1oS+O1FfqV3Q%X*u|CLz{C-PoH? z7C(MugqjZ2@MngF)~u6c!J7Y~SRKh@I=LUdq!KnjTt7RcwN+z(E@JH~;OVS*O|#6B zxT0<``lT(RbonOtL4gb`XV^Z#HlGppUS!;f|9KyI!Gx3}b_9#}2MPVXkE#dYXEM;-Ko zO08t(t1vN{)$R_4qXUKkL&zMiMKY9N4D;o+ZXOw|b2jI0x3icg%NqVZebelgp8d1t zu%sKcZIU%S%XF`LveURr^5mPT=lgLgD!deQT-zMeqg^;8NT_Tr1U&u{Y@06~-f+Sl zy^|m9f=!tD>zx;0=`HJ(#mBYcz@foH$mtvURWZqX*Gv7eF5^2-BhWYhB+K0#C*z6=kyq|JE5}jybT#&jh zhGMTE@m!xhcia4p*{R+!z^z7OoYD8r=pf)aAlMIv`lC&T5kf!zwpzJ{+eQ8}GYv-g zF_LvYb-u0b8Yr^#$JCquV@9Tfcb6DMLq?@nbLGon_PqIvEFjzk0%s(#O1 zDik-mDpKkxUVYSC)zNO3qpieIsQ17(?EUb<*kFM_g-KDNlYn!(l1`~3QE+b(tAbg2 zppdKbOL|4+So&#wmHeNm9WE{IDnBD^k1uu~T+P8bb3D&iytWz==k-mAouL@q-*EgP zBJ~>DH&vv!CTDKzxgsR0&$xp()$uRf+e1{Gq;BiaULLnQGQY9sns9v>Droi+v-tZM zXPLeh@tSj;NSHpX$svHYWTrvy2yOki{# z;|>i!nj>7f-ff8ehRYUiq5Rl;C$6(~1p4A|?anBKB(R~U4GQ}g9~vb;!i_j5dU^)o%M^SBIwlu;bzOJCl2>>f=VXXgDI zogSs?QdgaS&xxPEyO9mKzsB~VZ!;bBc;c8YH?O*j!2mvZYGvh*o`x-W!9E7$Q=P<( z-s~;7l(jbz>oi|qvN2}*g3-d6eFKG@y`-6Wbkl`h$5aZdBZWTwGcM6(Fuctq-?ew& zJnp>Rheu)j|FMbedqbf4IB5NVIBG>miUkdjPrd}dwx{H*p>ym=XTSDP=Sth7;gcD^ zsnKeiJTEaaZIOWnOTbbEnmeE}n<}=x4GH_uiPZbMZ9QGE@0=xm+gUVH?1oN>W`MJt zvqG|HV_mH{iD@fdf_FLJ9GbT``mY#4u+M0Y3PF;r$p<5bG}rE8C|B>lFyX+DC!fk{VU zNsG2Q?34JvJR7{$f7Sxa#4~>k2}w*^11(jF=?s96Ao3KYh8~gt>5v@Y?gIAnp{V6Ed|z)+?oVwqYS< z`A%lyg{NrG5B`|tB(pnCzX7!sQxu2{AA~w-8$mwkE(D4PL%(9e#P$KvH@Idg7F|og zCec4;0i&nL%Cxyj*_`HX?sfgm*7z&C@NR|giq?tU1q&R-{&St?-`HvlNUq`><=^75 zxo2*_Qd5~EF|4_C>%F3 zdHR|*`V|u+l(dZ&C|l+c~@lvv8j%&s;TUCQ?AGJ0uM{dbj%^q^2F={5D!h>f8#&}6W+ z42JYgaY}!x-QOnx&d;lS+n0^ZM?Q)1*o)U3nLL9ldSp|v9^#XCk=S`Wvw*~=Q9eyg zz1A5?>J@Dbzpy^Ux9l0r<(*jPX;qb6w$-OZyF7M7xr-9$hTnbi5Awom2P#b^(KmIp zR1@vqE0Qm-M`y_APDC}OB_#ie?Wk~oP4_&1-}GpbOb0OYgrt&>rXq_4&XjCZcr`zq zp5??)v^eiNv!9ygzAqD4DHljqTHS~*H^;wzZT>=RhwxC;`~zCR zJcMm$JF~h2i|4J=nN!c&@*__Z(0%$gMYj7d6^!o+WR(;=B$nzbijX2p6u`BYF;ozp zUP9qnvi4V2Owe3kp_C^(?vG>+0q{iA7)kj|`7=UZxezV22TWqj)54%Q`Cvc)HU2Si z6VG(Lnpa0!?uV`rKGQdHlI{(k1;2j%m2>^z(e_zV=_7eXRRO#nb+>h6L>~zx-S)D2 z%df_raZtcio#=R!W3#cfz@EYHz`gdn-?a;r zGvqi8;4ek`isnA2(K~EszL4{-pXOkCAkhd~AXj?vm5}S)M0Lg`x;+&wbHe!aKYH@Z zcs#8LMP~Pea1L8V;qxXDS?qt2)+$S@-YTjBiOZ88yNDmAo~iO*COF0q7t6kt7cQe) zHmT*IaJPp&k@^qUcb84dqeHaZ9hoK%$A^sP6Bo8XgBpv`e{RdBQo-Q007Q=wlzyql5<|&T$(K(6~do7&#@*0^sE4#?{D^273kj{6E(mO{5=pTjodn+)O*R{D3hiZL4GwId^kJ|+m zfQ6bs%vc-5WQP%okJ`VqgrPWZGqNwb9<}*B*jJ#J;o#RzxM1$`05WBfqy)cQFCl8! zN#In40FxGX);gki)_fxAiPs2a9QU|$n2-|2{^WP#vII@LQbsfA;$3BGCbXbEo}=Vj zj|RFIQi_fO^m`){2KAor5wC)X>W?sn_v9MzI`Yp6Ye_|jw^g*e8}CG^*f-hcXDgLf-nt{v+o6lK+?YO&kd zb)+5ir&8Tb**6Wc0iwN3Ew`}Bylum5ZKl7j8)EUIgb$5oUOe1lcl9)6lNA0;6HNBox|&(=8q^QyQ%ju6ujXI z)933`2emSvgv;fU5HFN=PYkgPVLTHx1O}U+YbD^ovYq@W#GgiX6Bs!6$K}pNOxIrX zMv!PN6-agKqGxa4wHu@2hQI8~v3SbOKhqcYr&{y&RRH+xoh9zsGGRs2_{3(|OtohJ zA)%a2(80lYW$llVDw?o>#*K9AJ){fJw-UIpq@E+5d z7`l#G75_aMH^@))P@1wEGPv{B&MZ=_VV;2%yc=q6ePTQ5m3w>k!A!V=d|r*cHq&S5 zQ3Kb_(9LY5g2n!~#3j#kf!*g&qAgv&&55S6YV@iCIdFkEUAdH^fdnv)_?pemJ2LM- z>3pyLM6%sUu~2SL$On_Ot@gt}QYYAuBmGYNeFuEXzebtOY`#t1o&)|D6Kor4{)fM# z0D9+6H`%{eb;o%Ax3z?$s5C}LFSeTh2bOAu9ad#TlEhlxqP&Pi)#|^>jWq1&-KYVa zq>q8mM%dS}e}|fYR@$3fxBDam<^iydpVv!n_WaW}H?3<(+qEv_a%+wvMjIPQ;8L{8 zh7LhMMTVD%;sd#>;G!r^F1j)nk8Liru}8bTMxAuDd3cgDC*e@##P$6* z_F976)M6Q6HioL9W33@4@Tn2DVDi$VB;Fy051{A&N}n#V@gdHJ>cU{i!WSgYLNR8u zS>WDj)jhq?X+8On@{7vNp6R&^G;-?ZF04sB@tw>hCVP_%`NvhGost{N|jOoL7CtW#l1yG%(+;G^Q>P8Sib|@dfayvEL z&TL0_$nyS#wgJ-tf*CdD8MQLT9VpMOhcnkMN1nHVS1_dvf7L@CwI+3AOL{R`hM2A= zj1hpon=gLqPN~}yrc(>iy+#+HaIRv(o721-MRedFr0MNn6QT^(-KssdyheFVUz-wg zy!4z&#Q9|e|8@Ua+B}Yok|6SP(6vc+&_E?5L-Ra}d$dya4O>IgeB+=z6dkoCbYxbN zR|=&d?XEnB{`4)!|9ee=nG+@{8NpAFkO*lpcWa-)YaR>to0RQbI=z7vao<*Dd~j2@#(yL8Oqy#SR>IPf_!q>_l)DgNx@U0f@QMV z^V^efUqDii6mOLvCDwezo$m8o8sFByR}|u zCOiNxZJ2{$GY>k`5W60}RnBS((8mPBGJ{qP&}g*p6~gk?UpYD85*P&4y$BZV4ZbLO zkT>FL`hYvTQq(<$u(`tFMDb2#cW`!dx&d%IJ20S&=gO33ie0FUfL$W8R? z{E-=OKfmfGJxX-Q?9eK-f@%xAzUV;}D8DzjBW|b?IdB7y7ZimT9TmE9NY}2o3%~}#FUy+&J=!5Hw)U*acR2=5nk(Y zXv6g0jwPj#mJ~#^jjSbFy09k<#UxsKuCWaR@Nn+*rh>h7uT(ACgY6Ofh9>4WAm|B$ z36D>?L8J8od-(nK(9AoOslcQ5ElZr?FG+yN73J<^ujdQ=LNzWz&AD~$uWVWurlI5a z+fjq|?2}Xwrrt!}btf?Qt^iWG7e_&M@n-@V zS%SNCBg-HnbLP#x1-Q2iq#CYRQ)I^EgOk)WnEB|BhlX#c%a+z=F^skAo~|icPv~bY5__#dJzfudsMoX7{|`^rxfuWe literal 0 HcmV?d00001 diff --git a/GUI/ARMAX.m b/GUI/ARMAX.m new file mode 100644 index 0000000..510fdf4 --- /dev/null +++ b/GUI/ARMAX.m @@ -0,0 +1,1282 @@ +function varargout = ARMAX(varargin) +% ARMAX M-file for ARMAX.fig +% ARMAX, by itself, creates a new ARMAX or raises the existing +% singleton*. +% +% H = ARMAX returns the handle to a new ARMAX or the handle to +% the existing singleton*. +% +% ARMAX('CALLBACK',hObject,eventData,handles,...) calls the local +% function named CALLBACK in ARMAX.M with the given input arguments. +% +% ARMAX('Property','Value',...) creates a new ARMAX or raises the +% existing singleton*. Starting from the left, property value pairs are +% applied to the GUI before ARMAX_OpeningFunction gets called. An +% unrecognized property name or invalid value makes property application +% stop. All inputs are passed to ARMAX_OpeningFcn via varargin. +% +% *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one +% instance to run (singleton)". +% +% See also: GUIDE, GUIDATA, GUIHANDLES + +% Edit the above text to modify the response to help ARMAX + +% Last Modified by GUIDE v2.5 29-Jan-2007 16:09:05 + +% Begin initialization code - DO NOT EDIT +gui_Singleton = 1; +gui_State = struct('gui_Name', mfilename, ... + 'gui_Singleton', gui_Singleton, ... + 'gui_OpeningFcn', @ARMAX_OpeningFcn, ... + 'gui_OutputFcn', @ARMAX_OutputFcn, ... + 'gui_LayoutFcn', [] , ... + 'gui_Callback', []); +if nargin && ischar(varargin{1}) + gui_State.gui_Callback = str2func(varargin{1}); +end + +if nargout + [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); +else + gui_mainfcn(gui_State, varargin{:}); +end +% End initialization code - DO NOT EDIT + + +% --- Executes just before ARMAX is made visible. +function ARMAX_OpeningFcn(hObject, eventdata, handles, varargin) +% This function has no output args, see OutputFcn. +% hObject handle to figure +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) +% varargin command line arguments to ARMAX (see VARARGIN) + +% Choose default command line output for ARMAX +handles.output = hObject; + +handles.model_ARMAX_AR_order=[]; +handles.model_ARMAX_MA_order=[]; +handles.model_ARMAX_AR_order_string=''; +handles.model_ARMAX_MA_order_string=''; +handles.y = varargin{1}; +handles.model_ARMAX_residuals=[]; +handles.ACF_lags=min(24,floor(length(handles.y)/8)); +handles.model_InferenceMethod = 1; +handles.model_IncludeConstant=1; +handles.models={}; +% Update handles structure +guidata(hObject, handles); +% UIWAIT makes ARMAX wait for user response (see UIRESUME) +% uiwait(handles.figure1); + +axes(handles.plot_handle); +clear_axes(handles) +h=plot(handles.y); +set(h,'LineWidth',2,'Color',[0 0 .6]) +axis tight; +title('Plot of original data') +AX=axis; +range = AX(4)-AX(3); +AX(3)=AX(3)-.1*range; +AX(4)=AX(4)+.1*range; +axis(AX); + +set(handles.heterorobust_menu,'Checked','on') +set(handles.homoerror_menu,'Checked','off') +set(handles.ACF_lags_edit,'String',num2str(handles.ACF_lags)) + +% --- Outputs from this function are returned to the command line. +function varargout = ARMAX_OutputFcn(hObject, eventdata, handles) +% varargout cell array for returning output args (see VARARGOUT); +% hObject handle to figure +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Get default command line output from handles structure +varargout{1} = handles.output; + + +% --- Executes on button press in pushbutton1. +function pushbutton1_Callback(hObject, eventdata, handles) +% hObject handle to pushbutton1 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + + + +function EXOG_edit_Callback(hObject, eventdata, handles) +% hObject handle to EXOG_edit (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hints: get(hObject,'String') returns contents of EXOG_edit as text +% str2double(get(hObject,'String')) returns contents of EXOG_edit as a double + + +% --- Executes during object creation, after setting all properties. +function EXOG_edit_CreateFcn(hObject, eventdata, handles) +% hObject handle to EXOG_edit (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles empty - handles not created until after all CreateFcns called + +% Hint: edit controls usually have a white background on Windows. +% See ISPC and COMPUTER. +if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) + set(hObject,'BackgroundColor','white'); +end + +% --- Executes on button press in pushbutton2. +function pushbutton2_Callback(hObject, eventdata, handles) +% hObject handle to pushbutton2 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + + + +function edit2_Callback(hObject, eventdata, handles) +% hObject handle to edit2 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hints: get(hObject,'String') returns contents of edit2 as text +% str2double(get(hObject,'String')) returns contents of edit2 as a double + + +% --- Executes during object creation, after setting all properties. +function edit2_CreateFcn(hObject, eventdata, handles) +% hObject handle to edit2 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles empty - handles not created until after all CreateFcns called + +% Hint: edit controls usually have a white background on Windows. +% See ISPC and COMPUTER. +if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) + set(hObject,'BackgroundColor','white'); +end + + + +% --- Executes on button press in estimate_pushbutton. +function estimate_pushbutton_Callback(hObject, eventdata, handles) +% hObject handle to estimate_pushbutton (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +%Thsi is the main function. Call ARMACFILTER and then call teh display +%routine to display the results. Make sure there are no errorr, if there +%are display a message that something went wrrong. +y=handles.y; +ar = handles.model_ARMAX_AR_order; +ma = handles.model_ARMAX_MA_order; +constant = handles.model_IncludeConstant; + +% A couple of quick sanity checks +readytorun = true; +notalreadyrun = true; +if (isempty(ar) || all(ar==0)) && (isempty(ma) || all(ma==0)) + readytorun=false; +end + +% Check to make sure the this model hasn't been estimated; if it has, +% do not reestimate but load the results of the previous estimation. +% Probably print a message in th3 window. + +% To check, compare teh constant, and the other things, if a match is +% founf, set readyto run to false, update a message and display the model +% results by changing the current model number. + + + +models = handles.models; +matchedModel=0; +for i=1:length(handles.models) + match=true; + thisModel = models{i}; + % conditions for maths + % constant == modelcontant + % length(ar)==length(modelar) + % if true than check that they are all the same + % length(ma)==length(modelma) + % if true than check that they are all the same + + if constant ~= thisModel.constant + match=false; + end + + if length(ar)~=length(thisModel.ARlags) + match=false; + elseif ~all(unique(ar)==unique(thisModel.ARlags)) + match=false; + end + + if length(ma)~=length(thisModel.MAlags) + match=false; + elseif ~all(unique(ma)==unique(thisModel.MAlags)) + match=false; + end + + if match + matchedModel=i; + notalreadyrun = false; + end +end + +if matchedModel + handles.currentModelNumber = matchedModel; + errors = models{matchedModel}.errors; +end + + + + + +if readytorun && notalreadyrun + try + [parameters, ll, errors, seregression, diagnostics, vcvrobust, vcv, likelihoods, scores]=armaxfilter(y,constant,ar,ma); + handles.model_ARMAX_residuals=errors; + modelno=length(handles.models)+1; + handles.models{modelno}.parameters=parameters; + handles.models{modelno}.errors=errors; + handles.models{modelno}.ll=ll; + handles.models{modelno}.seregression=seregression; + handles.models{modelno}.diagnostics=diagnostics; + if handles.model_InferenceMethod + handles.models{modelno}.covariance=vcvrobust; + else + handles.models{modelno}.covariance=vcv; + end + handles.models{modelno}.likelihoods=likelihoods; + handles.models{modelno}.scores=scores; + handles.models{modelno}.ARlags=ar; + handles.models{modelno}.MAlags=ma; + handles.models{modelno}.constant=constant; + handles.models{modelno}.y=y; + handles.models{modelno}.yhat=y-errors; + [aic,bic]=aicsbic(errors,constant,ar,ma); + handles.models{modelno}.AIC=aic; + handles.models{modelno}.BIC=bic; + handles.models{modelno}.K=length(parameters); + handles.models{modelno}.StdErr=sqrt(diag(handles.models{modelno}.covariance)); + handles.models{modelno}.Tstat=parameters./handles.models{modelno}.StdErr; + handles.models{modelno}.Pval=2-2*normcdf(abs(handles.models{modelno}.Tstat)); + + % Update the string in the popup + ar = handles.models{modelno}.ARlags; + ma = handles.models{modelno}.MAlags; + irregular = false; + if ~isempty(ar) + if length(ar)UB; + val = UB; +elseif floor(val)~=val + val=floor(val); +else + OK = true; +end + + + + +% -------------------------------------------------------------------- +function about_menu_Callback(hObject, eventdata, handles) +% hObject handle to about_menu (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) +value = ARMAX_about('Title','About'); + + + +function no_model_run_plot(ax,handles) +axes(ax); +clear_axes(handles) +h=plot([0 1],[0 1]); +axis tight +set(h,'Visible','off') +t=text(.1,.5,'You must estimate a model before residual plots can be produced'); +set(t,'FontWeight','bold','FontSize',8,'FontName','Tahoma') +set(get(h,'Parent'),'XTick',[],'YTick',[],'XColor',[1 1 1],'YColor',[1 1 1]) + + +% -------------------------------------------------------------------- +function stderror_menu_Callback(hObject, eventdata, handles) +% hObject handle to stderror_menu (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + + +% -------------------------------------------------------------------- +function heterorobust_menu_Callback(hObject, eventdata, handles) +% hObject handle to heterorobust_menu (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) +handles.model_InferenceMethod = 1; +set(hObject,'Checked','on') +set(handles.homoerror_menu,'Checked','off') +guidata(hObject, handles); +set(handles.message_text,'String',['Inference will be made using a heteroskedasticity robust covariace estimator.'],'ForegroundColor',[0 0 0]) + + + + + +% -------------------------------------------------------------------- +function homoerror_menu_Callback(hObject, eventdata, handles) +% hObject handle to homoerror_menu (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) +handles.model_InferenceMethod = 0; +set(hObject,'Checked','on') +set(handles.heterorobust_menu,'Checked','off') +guidata(hObject, handles); +set(handles.message_text,'String',['Inference will be made assuming homoskedastic errors.'],'ForegroundColor',[0 0 0]) + + + + +function [lags, str, OK] = validate_AR_MA_lags(str,old_lags,old_str) +% This code will do the input validation for the strings used for the AR +% and MA lags + +% Lags must be less than T-1 +% Must be > 0 + +% first things to do is to find the spaces. From here I can break up the +% string into units which have to be of one type, either a number (#) or a +% number-colon-number combo (#:#). Any failure and the OK = 0 and the +% program should terminate. + +if isempty(str) || all(ismember(str',' ')) + OK = true; + lags = []; + str = ''; + return +end + +% The fisr check is to verify that all the elements are in {1,2,...,9,0,:} + +valid=all(ismember(str',{'1','2','3','4','5','6','7','8','9','0',':',' '})); +lags=[]; +OK = false; +if valid + try + eval(['lags=[' str '];']); + catch + OK = false; + end +end +if ~isempty(lags) + lags = unique(lags); + OK=true; +else + str = old_str; + OK = false; +end + + + + + + +% --- Executes on selection change in model_selector_popup. +function model_selector_popup_Callback(hObject, eventdata, handles) +% hObject handle to model_selector_popup (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hints: contents = get(hObject,'String') returns model_selector_popup contents as cell array +% contents{get(hObject,'Value')} returns selected item from model_selector_popup + +% 1. Update AR Lags, MA Lags and Constant +model = handles.models{get(hObject,'Value')}; +set(handles.AR_lags_edit,'String',num2str(model.ARlags)) +set(handles.MA_lags_edit,'String',num2str(model.MAlags)) +% 2. Change residuals +handles.model_ARMAX_residuals=model.errors; +% 3. Graph raw residuals +y=handles.model_ARMAX_residuals; +axes(handles.plot_handle); +clear_axes(handles) +hold off; +% Need to produce a plot +h=plot(y); +set(h,'LineWidth',2,'Color',[0 0 .6]) +axis tight; +title('Plot of estimated errors') +AX=axis; +range = AX(4)-AX(3); +AX(3)=AX(3)-.1*range; +AX(4)=AX(4)+.1*range; +axis(AX); +% 4. Change Radio button +set(handles.resid_raw_radio,'Value',1) +% 2. Update Message +set(handles.message_text,'String',['Results from model ' model.StringID ' loaded.'],'ForegroundColor',[0 0 .9]) + + +% --- Executes during object creation, after setting all properties. +function model_selector_popup_CreateFcn(hObject, eventdata, handles) +% hObject handle to model_selector_popup (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles empty - handles not created until after all CreateFcns called + +% Hint: popupmenu controls usually have a white background on Windows. +% See ISPC and COMPUTER. +if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) + set(hObject,'BackgroundColor','white'); +end + + +% --- Executes during object creation, after setting all properties. +function constant_include_CreateFcn(hObject, eventdata, handles) +% hObject handle to constant_include (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles empty - handles not created until after all CreateFcns called + + +% --- Executes on button press in constant_include. +function constant_include_Callback(hObject, eventdata, handles) +% hObject handle to constant_include (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of constant_include +handles.model_IncludeConstant=1; +guidata(hObject, handles); +set(handles.message_text,'String','Model will include a constant.','ForegroundColor',[0 0 0]) + + + +% --- Executes on button press in constant_exclude. +function constant_exclude_Callback(hObject, eventdata, handles) +% hObject handle to constant_exclude (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of constant_exclude +handles.model_IncludeConstant=0; +guidata(hObject, handles); +set(handles.message_text,'String','Model will not include a constant.','ForegroundColor',[0 0 0]) + + + + +% --- Executes on button press in orig_raw_radio. +function orig_raw_radio_Callback(hObject, eventdata, handles) +% hObject handle to orig_raw_radio (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of orig_raw_radio +y=handles.y; +axes(handles.plot_handle); +clear_axes(handles) +hold off; +% Need to produce a plot +h=plot(y); +set(h,'LineWidth',2,'Color',[0 0 .6]) +axis tight; +title('Plot of original data') +AX=axis; +range = AX(4)-AX(3); +AX(3)=AX(3)-.1*range; +AX(4)=AX(4)+.1*range; +axis(AX); + + + + +% --- Executes on button press in orig_acf_radio. +function orig_acf_radio_Callback(hObject, eventdata, handles) +% hObject handle to orig_acf_radio (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of orig_acf_radio + +y=handles.y; +ACF_lags=handles.ACF_lags; +robust=handles.model_InferenceMethod; +axes(handles.plot_handle); +clear_axes(handles); +hold off; +[ac,acstd]=sacf(y,ACF_lags,robust,0); + +h = bar(ac); +set(h,'FaceColor',[.5 .5 1]); +axis tight; +ax = axis; +spread = .2*(ax(4)-ax(3)); +ax(1) = 0; +ax(2) = ACF_lags+1; +ax(3) = ax(3) - spread; +ax(4) = ax(4) + spread; +axis(ax); +hold on; +h2 = plot((0:ACF_lags+1)',[[acstd(1);acstd;acstd(ACF_lags)] -[acstd(1);acstd;acstd(ACF_lags)]]); + +if robust + title('Sample Autocorrelations and Robust Standard Errors'); +else + title('Sample Autocorrelations and Non-robust Standard Errors'); +end + +set(h2(1),'LineWidth',2,'LineStyle',':','Color',[0 0 0]); +set(h2(2),'LineWidth',2,'LineStyle',':','Color',[0 0 0]); + + +% --- Executes on button press in orig_pacf_radio. +function orig_pacf_radio_Callback(hObject, eventdata, handles) +% hObject handle to orig_pacf_radio (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of orig_pacf_radio +y=handles.y; +ACF_lags=handles.ACF_lags; +robust=handles.model_InferenceMethod; +axes(handles.plot_handle); +clear_axes(handles) +hold off; +[pac,pacstd]=spacf(y,ACF_lags,robust,0); + +h = bar(pac); +set(h,'FaceColor',[.5 .5 1]); +axis tight; +ax = axis; +spread = .2*(ax(4)-ax(3)); +ax(1) = 0; +ax(2) = ACF_lags+1; +ax(3) = ax(3) - spread; +ax(4) = ax(4) + spread; +axis(ax); +hold on; +h2 = plot((0:ACF_lags+1)',[2*[pacstd(1);pacstd;pacstd(ACF_lags)] -2*[pacstd(1);pacstd;pacstd(ACF_lags)]]); + +if robust + title('Sample Partial Autocorrelations and Robust Standard Errors'); +else + title('Sample Partial Autocorrelations and Non-robust Standard Errors'); +end + +set(h2(1),'LineWidth',2,'LineStyle',':','Color',[0 0 0]); +set(h2(2),'LineWidth',2,'LineStyle',':','Color',[0 0 0]); + + + +% --- Executes on button press in resid_raw_radio. +function resid_raw_radio_Callback(hObject, eventdata, handles) +% hObject handle to resid_raw_radio (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of resid_raw_radio + +if isempty(handles.model_ARMAX_residuals) + no_model_run_plot(handles.plot_handle,handles); +else + y=handles.model_ARMAX_residuals; + axes(handles.plot_handle); + clear_axes(handles) + hold off; + % Need to produce a plot + h=plot(y); + set(h,'LineWidth',2,'Color',[0 0 .6]) + axis tight; + title('Plot of estimated errors') + AX=axis; + range = AX(4)-AX(3); + AX(3)=AX(3)-.1*range; + AX(4)=AX(4)+.1*range; + axis(AX); +end + + + +% --- Executes on button press in resid_fit_radio. +function resid_fit_radio_Callback(hObject, eventdata, handles) +% hObject handle to resid_fit_radio (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of resid_fit_radio +if isempty(handles.model_ARMAX_residuals) + no_model_run_plot(handles.plot_handle,handles); +else + yhat=handles.y-handles.model_ARMAX_residuals; + y=handles.y; + axes(handles.plot_handle); + clear_axes(handles) + hold off; + % Need to produce a plot + h=plot([y yhat]); + set(h(1),'LineWidth',2,'Color',[0 0 .6]) + set(h(2),'LineWidth',2,'Color',[.16 .38 .27]) + axis tight; + title('Plot of estimated errors') + legend('Original Data','Fit Data') + AX=axis; + range = AX(4)-AX(3); + AX(3)=AX(3)-.1*range; + AX(4)=AX(4)+.1*range; + axis(AX); +end + + + + +% --- Executes on button press in resid_acf_radio. +function resid_acf_radio_Callback(hObject, eventdata, handles) +% hObject handle to resid_acf_radio (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of resid_acf_radio + +if isempty(handles.model_ARMAX_residuals) + no_model_run_plot(handles.plot_handle,handles); +else + y=handles.model_ARMAX_residuals; + ACF_lags=handles.ACF_lags; + robust=handles.model_InferenceMethod; + axes(handles.plot_handle); + clear_axes(handles); + hold off; + [ac,acstd]=sacf(y,ACF_lags,robust,0); + + h = bar(ac); + set(h,'FaceColor',[.5 .5 1]); + axis tight; + ax = axis; + spread = .2*(ax(4)-ax(3)); + ax(1) = 0; + ax(2) = ACF_lags+1; + ax(3) = ax(3) - spread; + ax(4) = ax(4) + spread; + axis(ax); + hold on; + h2 = plot((0:ACF_lags+1)',[[acstd(1);acstd;acstd(ACF_lags)] -[acstd(1);acstd;acstd(ACF_lags)]]); + + if robust + title('Sample Autocorrelations and Robust Standard Errors'); + else + title('Sample Autocorrelations and Non-robust Standard Errors'); + end + + set(h2(1),'LineWidth',2,'LineStyle',':','Color',[0 0 0]); + set(h2(2),'LineWidth',2,'LineStyle',':','Color',[0 0 0]); +end + + + +% --- Executes on button press in resid_pacf_radio. +function resid_pacf_radio_Callback(hObject, eventdata, handles) +% hObject handle to resid_pacf_radio (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of resid_pacf_radio + +if isempty(handles.model_ARMAX_residuals) + no_model_run_plot(handles.plot_handle,handles); +else + y=handles.model_ARMAX_residuals; + ACF_lags=handles.ACF_lags; + robust=handles.model_InferenceMethod; + axes(handles.plot_handle); + clear_axes(handles) + + hold off; + [pac,pacstd]=spacf(y,ACF_lags,robust,0); + + h = bar(pac); + set(h,'FaceColor',[.5 .5 1]); + axis tight; + ax = axis; + spread = .2*(ax(4)-ax(3)); + ax(1) = 0; + ax(2) = ACF_lags+1; + ax(3) = ax(3) - spread; + ax(4) = ax(4) + spread; + axis(ax); + hold on; + h2 = plot((0:ACF_lags+1)',[2*[pacstd(1);pacstd;pacstd(ACF_lags)] -2*[pacstd(1);pacstd;pacstd(ACF_lags)]]); + + if robust + title('Sample Partial Autocorrelations and Robust Standard Errors'); + else + title('Sample Partial Autocorrelations and Non-robust Standard Errors'); + end + + set(h2(1),'LineWidth',2,'LineStyle',':','Color',[0 0 0]); + set(h2(2),'LineWidth',2,'LineStyle',':','Color',[0 0 0]); + +end + + + +% --- Executes on button press in radiobutton18. +function radiobutton18_Callback(hObject, eventdata, handles) +% hObject handle to radiobutton18 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of radiobutton18 + + +lags = handles.ACF_lags; +y = handles.y; +if handles.model_InferenceMethod + [stat,pval] = lmtest1(y,lags); + titleString = 'LM Test Statistic Values (left) and P-values (right)'; +else + [stat,pval] = ljungbox(y,lags); + titleString = 'Ljung-Box Q Statistics (left) and P-values (right)'; +end + +clear_axes(handles) +% 1. Set up the axes and their limits +barUL = max(stat)*1.1; +plotUL = 1.1; +plotLL = 0; +barLL = -max(stat)*.1; +axes(handles.plot_handle); +ax=gca; +axis([0 lags+1 barLL barUL]) +set(ax,'XTickMode', 'auto','YTickMode', 'auto','Units','pixels','Position',[32 37 585 392]); +axes(handles.plot_axes2); +axis([0 lags+1 -.1 1.1]) +ax=gca; +set(ax,'YTickMode','auto','Units','pixels','Position',[32 37 585 392],'YAxisLocation','right'); + +% 2. Draw teh bar graph and establish it's limits +axes(handles.plot_handle); +hold on; +b = bar(stat); +set(b,'EdgeColor',[1 1 1],'FaceColor',[.5 .5 1]) +set(get(b(1),'BaseLine'),'LineWidth',1,'LineStyle','none') +hold on; +h = plot(max(stat)*pval); +set(h,'LineWidth',1,'LineStyle','none','Color',[0 0 0],'Marker','s','MarkerFaceColor',[0 0 0],'MarkerEdgeColor',[0 0 0]); +legend('Statistic Value','P-value','Location','NorthWest') + +% 3. Labels and titles +title(titleString) + + + + + +% --- Executes on button press in radiobutton19. +function radiobutton19_Callback(hObject, eventdata, handles) +% hObject handle to radiobutton19 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hint: get(hObject,'Value') returns toggle state of radiobutton19 +if isempty(handles.model_ARMAX_residuals) + no_model_run_plot(handles.plot_handle,handles); +else + lags = handles.ACF_lags; + y=handles.model_ARMAX_residuals; + if handles.model_InferenceMethod + [stat,pval] = lmtest1(y,lags); + titleString = 'Error LM Test Statistic Values (left) and P-values (right)'; + else + [stat,pval] = ljungbox(y,lags); + titleString = 'Error Ljung-Box Q Statistics (left) and P-values (right)'; + end + + clear_axes(handles) + % 1. Set up the axes and their limits + barUL = max(stat)*1.1; + plotUL = 1.1; + plotLL = 0; + barLL = -max(stat)*.1; + axes(handles.plot_handle); + ax=gca; + axis([0 lags+1 barLL barUL]) + set(ax,'XTickMode', 'auto','YTickMode', 'auto','Units','pixels','Position',[32 37 585 392]); + axes(handles.plot_axes2); + axis([0 lags+1 -.1 1.1]) + ax=gca; + set(ax,'YTickMode','auto','Units','pixels','Position',[32 37 585 392],'YAxisLocation','right'); + + % 2. Draw teh bar graph and establish it's limits + axes(handles.plot_handle); + hold on; + b = bar(stat); + set(b,'EdgeColor',[1 1 1],'FaceColor',[.5 .5 1]) + set(get(b(1),'BaseLine'),'LineWidth',1,'LineStyle','none') + hold on; + h = plot(max(stat)*pval); + set(h,'LineWidth',1,'LineStyle','none','Color',[0 0 0],'Marker','s','MarkerFaceColor',[0 0 0],'MarkerEdgeColor',[0 0 0]); + legend('Statistic Value','P-value','Location','NorthWest') + + % 3. Labels and titles + title(titleString) +end + + +function clear_axes(handles) +axes(handles.plot_handle); +cla +set(handles.plot_handle,'XTick',[],'YTick',[],'Units','pixels','Position',[32 37 585 392]) +title('') +axes(handles.plot_axes2); +cla +set(handles.plot_axes2,'XTick',[],'YTick',[],'Units','pixels','Position',[32 37 585 392]) +title('') diff --git a/GUI/ARMAX_about.fig b/GUI/ARMAX_about.fig new file mode 100644 index 0000000000000000000000000000000000000000..9e2dbc2bd8b9ca76803b713def3767c23a2035ec GIT binary patch literal 7011 zcmb7}S2P=dqsGyyqKcwMZHii<)QF&}W~Ewt?@_y`8KSCoWA70<%px^v)TYEv?Nyt` z4lzO!a{u?blE^eOA;=Hds?ccfh_;~?& zU#XkwycFkE_j9&?=j_Dm;|=5m`*`!}+I#apR^*kE0?H}^rDS;@OG(M|{=Y*;t^=kg zBO_bnAR`Mdn96nYw3=o?+A;~37-@X=&}|AUznRLE~Gb3Y`%E|=Kl$&*Aw=A@Imp8(j(x+aSeK!$3_`4P4`cKiu zqEh$j#l{|F1%iV^8c8h}>-CW3V+hE{x1(KzWVy;NUU!wuawR!N+I9C?ti$GIhP<`S z#pyt<@`!*|Wv;nLyF{meo_7u5xI3|433v8!H`v*>E z))dEDFP5x1D7Z~7o4QoBGdL?;B&;V%tZF$=(i8=_#1l`uIsiYfzMn+MJ=~c8Bi6I~ zT=b6IO-p~ZoOZsfmBU>l{>(=$>U2{CH~F{fAjT@(-VOO5lDTy5Q6m;*0|A3xAx~<~ zWTtD4LLt!A*zWTLJ%*T2%IN$kr$YjC9QcrFH_|HHIAxve=GukiEgiAV!ooP7eR`VPbH84{v=x3h!-a3@nU8hCT5)Zk~X&$hR&5 z&UFuJ@U=kI4P>2~koZVC+!4Mfa8iC%f80cG&2kvl zYz-Oei|SDypr2@N4Rb`KJmf$Pls!3LxW2ncg0yua z%@Hs^47QZAH(u>FrM=7yzRB?6&%)(TPGOg*w+FWLpMY7#Ev#1VDgWVR0 z`k)#qd))X|KY_qp>XJdLq)C`t+Q)qa;p3jg{%ulU%Shk2kdFSK%BfT-wKD@tiqQZ1 zwlDx6$|7V<*kqzf$1=fmf>sc+LR%gjhKC*Wq|Z`(TFD}M1Ar$&n_?VHST0zn*%iHc zc;HYWhqB4a!3>W@wTiy()Jkg9C1O%R*t(DgT?HQ-LOmJNhUE8@bB4XNAKCSK6{uQz z6yrI=_VZd<(5sq8U}CbG4^}4Yv|VZ5h%dT+=Fmsi;;U`V3|mIfvI$#Csb)0!e5;my*H-!~NA1TPQ8V1&86H9v z>1^Q=Qhj}E^WcQ$%3JvqeC<%EPQ@}d&?Kw5*#(WZpD&dbV_-xCKqE$)f)oM7|y>mb2>P~$xIW6NS3Q?L51-tk!?p}YNcjD-wjbFELdnov%^+@7LvJ~M?|=EwoLQvZXV>$PR z=8JB`C6JPcoa;2&A+URJBA;#z0g5wD|q4}JhIc}*GnF5%_7^W z?Gzdq1)yuM;RvIuY9#V0A0)lD=>#Pv;#s)M;E}GmvA(+$Gf`-82S>I5K;+Z#8OMfS zQ@}6QhN7&5jVtWEg(C2 zkRSxtvVu!YAIM-?1hUx(9Bc9g;GZTk_xCEygh z|8e^isAPu7-R?9KDFG?2<^F@}bE(9^km!^9mp2v5O@mdtucpNQDL>2KaKwtAe?YE1 z!Seg+79thlILgfj#7tsOXo0^1t_$~@`dZz3=%lT)7cmGKKM@U~Rb-Ei_#=i#bFy!F zT~I~5M~t(E#={|B(P7J-T>?|IRaBTXo}?SONQL2Zm3{f;daUEf2Ro*B znR(`#KoD6mG$opSoxG$yQ_H{%`p?DVZWN&7ly;eRAMHx5vn-?AX#>d5Xwh#k*g7}c z^xKYY-Uol{un)(|v?WA1$S?OYYE1!tKf*jI_kh`wNJpJ`@3#nf0xsFIeFDQ%$uILNG z9lxkAiaiki8Fm@ADK2J?7@pnWqE(4B4NvTB{M5zHKQ6Z zJOpkXX?!tEnhf#qV1`<#%>RJ4*^ojsHMJb; z7&MB$OxA*%hVKC<_x<_8gEb^pa;N>3?q5Mxid3Bm*;^6v-WE;&sG7b_qo@D8xUdhb zFN!l|RT-|lL}i1ENVfk`FA{0WjP5P-G*`rYP-__F3tFS$*PlMMzu<*A*)gZNVWhTG zUr0R_O!1T3U+S=GoNrYQ!cEXlKjP8&$|W)L<#yx5c$z}tLh8)1$2T6Cg)DLkcctf1 z5_6&&rMhJni~pXjEaJ{p&Lx+(v}-$Bf?7#I7~C}vhD2&#+#)AS_XP}Ze>?6XmvqFE z9Xbr8KwfFFUQILf`ZX9j`%iO!bF2GU{*8|^9?10L+i<=FIpW^4Uy@YL8gij(-waI* zR3lT$MbxCHs`Jw%wR&kDPl;rPo~2ZlTa)51TWc-8fx)w-QmZLZ%x@5{VvDxn@=vntnQm)|{un8*C!>PTK&d zGHae#O!Gb8qkDV)8F6A_jPlC#W2sc=fv(Xm10xv!2TKbwc|}?+XE94aNl_6qr(LrI z<@$m{qFAbWKxA{0tnwdN=;j;PavW1Vjs&e&Q-5yUx~Fd4jK5(I&RG8vNs;>U zZ)U=+Cp9}FKf(?ww;lk07jwwF^B3n_6*|>N4K%<#z{EqC;|Yb&iE27)P4Ch+%$#}l zq2|N>AZaj+Z!|?($#4nw|$>hnvnr)$GEzQfCDe|Mm^ko6o?C z^P0_JuS0%T4#$inQUA4|lL&a65?G(Zx7rB0Z@8JF%`5g?U0ig`P%W?^p40eeT)Cb4 zL*UDqcos9)TrVzuS0|4WrEtHgK(k0c(^z%2pP?HP(`(J*_UU5rR>qVQp|o2~c9UW` zzB>j24sK`4EE)YxYR0LOG5RK~UCz4#Ay#S*pdantb_5T&*PxthuNWZsF5D(gRZAI7 zfBMsCAGrUhpI&m9{%(UTi)qp1)4;#+1+{&TIs-o(PtU#+N*BAtO~x?2c8FI=4V*_r z&s^D_jCV~5r6-GWZ6wZ$3(-eesql}Esm+)P(VIKwT0LLTHBOh`@O^DwGq5J2_{C2l zK~_mW)dejIocUh7|C#fy!04ExNxrs9>r|V;U7;k?gziV>lg(3Mr%#cHq^s~XYE$L><}6B^ z==H>ltgDo}0=ayw1`Pl99nJIx87>25+`@cw2RAVpTU*tj48Qg~vc{SB@nELF03Vl8e=KkV&ACgKpS5*mg|FkOtPJiGxyYfd|%d<3%Z!+(l2a2*0 zk>W+82064iXz>Vt7*q`!$%{2xbh5s?VAf&;{WM7ZZM)=z%8SJ&&(ai9@mCjNxzJWZ zEaG#s?;wfT(KpQdYYf4GhyZ2CXaI6}b__6-Q~*qT;4U3j;6@c&QdjqQ@|uY!GCu=( zO)g~uL8VI+9Xr`3&qGO*Y$peG(e((`Ebi}ICwiwL1@!dwM+|Hi^m-K`Kpgc-#b|wH zJDhbf>GXPWt9_&J32J1~_h(c1-j{5Qb&&H*D04mP8%xwi-P?=bHddkSn!n!^fYNL~ zwU@L-{CPz`aoU5CQH{U;r-T?}Cy-7_e3S6w8Q8+Sj_+&)2m{kSHcg7N&!AH6K-as} z*95&3I|xr@#l=*Wu@j5BgqjvN!!Z7GVDMg%!(?a9*}G+mSJ7zO3x$Ql&)HcS$r(jJ z!b~kXAvfaf?fk<6+v_6i_ks%s#ky98)fOflDYOrrEtpMN(?R3i5N8Ug4JW{u+(BP} zgIZhv>N@ai`AeI4tj7x?46T*Big!`}g0(x23OhyHSRBteN1_y{pZb)w zQajunw}YlG3gP;}WSrq5tS3{QUDo7HWTP%UagY7#C%A5Z@b7JnaEL9SRC31YYL_vR zUFI-+x?Bi+i;wMW;#(%OZFY|Add=mj(%x-t_MWFR33P5Gw<$YU*TJpNm_tK!d6FuQ}u6SQV25;O&-PTE4=~Rt}Fm8Xo;5Xo}K6$ zHth@=`6X(V?Unq`|FY4Vp;j)%w?AbU+l6+kmoh!ePUQ@_x|nnu*c;265xW2A!##!j zu8|hV8go`PNzuiWB+@aI$rRIN6X z*baqY_)QYm3F{R;SaeKSwT%?0`huCLjFMhl2-WTxV^q4@)ko1OUpNhAdIZYi75u@s zG5LzK()p#dPUZ@I}< z%r+b!fwprXeUj_l8$KN^i97|r?~&tYyl=$faUET}oj2sG&THw|-i>^%2x#e*_CL}^ z@`7cyZ6T}*4FHzMcg#0rGLLRP%LosGN2!@@hQn@Rw*dw*l=1feVsc`-RUNowxP@cJ zGyZ+{v9=X*3f|0zl>(eB;|N9gJDNEacKxaEiQfYSSC(;=edH*3tJ1#kWc;+?z+EKT zRp7RaE;D|Mp!M<;Q>%M2*f$6VCLK^xsp95`#as-c-l)-Xq6n}cl`vn@@D4?O{iQ|T z>*h*@!M|#Gc@2TQF`j;s^EkU-Iix#y!Lb6LtYXwY046g~OHGX>8r~)|m>GnaIXxwuC}E?4M;>4>xF*Vt5vGW4O&LXGl!45 z6|!`Hf0jfP8~6MyIZgD&#q7#s4;h}@5=E6t*itc+vb(SdV zidt=*PdmaNOqdKDZc+!0?H?>1csDKA&Sk8(yZkzV;-DwXZMpOF+1i3*%5=LHG4@v6 ztY5EQ+bb;i8&*BLV_KCtw6;Fw8lPeHAsuij68+hQ+d=SEAmDPr( z>eIIV49Sr8mAkIblxRH8tG`c&H$PI}VC?@juyM3lOYb7;!^e=(XfuxJa~G);Dg>0c!#vJejAEdBecU%u2B@5qoW@rf= zrahj&g27+}*A24H2;9G;)4AWB(s6nw%N6!_3MDEo~hJYKpjIl@$@)1*CV?I zPFh>SAzvoDH0cix{GN|b-FJB*nv!8KF_Zp}uUb38z;`c{-0jo#&1%%sZW$aBGSlVg z8BBQ#{(uG?S}{7wruBI=IQkZpeVkdg+-&1V;>vcD8M1;?Wp1~OSfO?3#htv1*JOPf z`#w`7r{py=vzQIiFWlbTDEd|VKw@2tb13`#eHsC=4zSDDa_}9#8#90A9n{jGH=gBa z-QQP~`%o3A25KN%guQJx9kd($@+tQA7?zwnHv0BG<~My5G@{b!^a%(3d?mB*f7bf3 z(f(^WVE$^>{e^nzp=cEgt?1+XJucpf#k}TejF(0Iz|<6e|YcShFQ7) z31zRP8QM1DU`VbqE98JtD)`HeRxzx<7EW5{9&vnFY9E)qph4}g^h(?-HZzd~#c)2X?1>WI?r7f+6z`^4T*pLLUACyu`*(%4Mkeu^M`^Lw@Mi~%_y$pGg|)F;XYDeS^IaKMz9rQ_-=A{3{ml;@p>M0xC zT800C>Yuk#{Ws*>QpoadAKPV9emr8&0x0KwIw zAiQm7{9~flMt8l8^PE>~nq>47{_w#+;XLO%gfXR)#uKuS;MYAT-#i8W$i_=_xiesE z`Ii-Ass*fSj)dgE?8}S_4JUGv>7x9cBlaH>+PD+=Y6Covb;FW|DJ8Og<*`S(#el(#kav?5>M37K0bUgI+Q@$8 zCb)d>yq>zl{2RK~=8s+@dnz%WuF=4`0*$kNoRqDacX6_3txvy+n(} z*fUA~n9r~vyAuyPN_R?z#$A3na>Y9iA;?+{x=pSJ5!iaVY6h|g{>?yjy~X;xi^<#j z<~L2^y0DBn*lfmH2E#q0AGI5tmSD1)L}@|ICN|UG+eX3JSQ(mOkv7xdteoOaSpU&4 z^)~gD&pB`9&8?nMPlPNnwk44P_8_i_*-r3}b)pUFebL-yXvW#NHQbx9okVyg-~1?z zPsuVnLsihNO=e8hCGxmcw&OH6^j)I?PA{&AJc=;{IohPP7JGi>n-=P9{C9`V=B@2; zb5mb1Az&xuGt?0g5wUl8eSdB*+(5d&3-vtY{r%lQr|w@(J(DLG7H+M@c$^N4WmZ^2 z|EM8K9`dXsA}ZTS)hA>?ozd5_0a5P1=Qwveyhel7s{b@lgq7!~KN$FKVnPZDZ0-W_}`nmjuR77G}53rO!UkGzw& zuDvF=mvstiVD6=b-*9dx^fhA^f7DuYlxN=ZX2-1PK%Az+NKGX8N?fj~?P`a7U$byO zl@$L!>6_dMBK2gE99{3@P#Uio;Q~-zyDnf8iK+qLk^Yy_7%{v0jA*loLGcQz 3) + for index = 1:2:(nargin-3), + if nargin-3==index, break, end + switch lower(varargin{index}) + case 'title' + set(hObject, 'Name', varargin{index+1}); + case 'string' + set(handles.text1, 'String', varargin{index+1}); + end + end +end + +% Determine the position of the dialog - centered on the callback figure +% if available, else, centered on the screen +FigPos=get(0,'DefaultFigurePosition'); +OldUnits = get(hObject, 'Units'); +set(hObject, 'Units', 'pixels'); +OldPos = get(hObject,'Position'); +FigWidth = OldPos(3); +FigHeight = OldPos(4); +if isempty(gcbf) + ScreenUnits=get(0,'Units'); + set(0,'Units','pixels'); + ScreenSize=get(0,'ScreenSize'); + set(0,'Units',ScreenUnits); + + FigPos(1)=1/2*(ScreenSize(3)-FigWidth); + FigPos(2)=2/3*(ScreenSize(4)-FigHeight); +else + GCBFOldUnits = get(gcbf,'Units'); + set(gcbf,'Units','pixels'); + GCBFPos = get(gcbf,'Position'); + set(gcbf,'Units',GCBFOldUnits); + FigPos(1:2) = [(GCBFPos(1) + GCBFPos(3) / 2) - FigWidth / 2, ... + (GCBFPos(2) + GCBFPos(4) / 2) - FigHeight / 2]; +end +FigPos(3:4)=[FigWidth FigHeight]; +set(hObject, 'Position', FigPos); +set(hObject, 'Units', OldUnits); + +% Show a question icon from dialogicons.mat - variables questIconData +% and questIconMap +load OxLogo.mat + +IconData=OxLogo; +%questIconMap(256,:) = get(handles.figure1, 'Color'); +%IconCMap=questIconMap; + +Img=image(IconData, 'Parent', handles.axes1); +% set(handles.figure1, 'Colormap', IconCMap); + +set(handles.axes1, ... + 'Visible', 'off', ... + 'YDir' , 'reverse' , ... + 'XLim' , get(Img,'XData'), ... + 'YLim' , get(Img,'YData') ... + ); + +% Make the GUI modal +set(handles.figure1,'WindowStyle','modal') + +% UIWAIT makes ARMAX_about wait for user response (see UIRESUME) +uiwait(handles.figure1); + +% --- Outputs from this function are returned to the command line. +function varargout = ARMAX_about_OutputFcn(hObject, eventdata, handles) +% varargout cell array for returning output args (see VARARGOUT); +% hObject handle to figure +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Get default command line output from handles structure +varargout{1} = handles.output; + +% The figure can be deleted now +delete(handles.figure1); + +% --- Executes on button press in pushbutton1. +function pushbutton1_Callback(hObject, eventdata, handles) +% hObject handle to pushbutton1 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +handles.output = get(hObject,'String'); + +% Update handles structure +guidata(hObject, handles); + +% Use UIRESUME instead of delete because the OutputFcn needs +% to get the updated handles structure. +uiresume(handles.figure1); + +% --- Executes on button press in pushbutton2. +function pushbutton2_Callback(hObject, eventdata, handles) +% hObject handle to pushbutton2 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +handles.output = get(hObject,'String'); + +% Update handles structure +guidata(hObject, handles); + +% Use UIRESUME instead of delete because the OutputFcn needs +% to get the updated handles structure. +uiresume(handles.figure1); + + +% --- Executes when user attempts to close figure1. +function figure1_CloseRequestFcn(hObject, eventdata, handles) +% hObject handle to figure1 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +if isequal(get(handles.figure1, 'waitstatus'), 'waiting') + % The GUI is still in UIWAIT, us UIRESUME + uiresume(handles.figure1); +else + % The GUI is no longer waiting, just close it + delete(handles.figure1); +end + + +% --- Executes on key press over figure1 with no controls selected. +function figure1_KeyPressFcn(hObject, eventdata, handles) +% hObject handle to figure1 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Check for "enter" or "escape" +if isequal(get(hObject,'CurrentKey'),'escape') + % User said no by hitting escape + handles.output = 'No'; + + % Update handles structure + guidata(hObject, handles); + + uiresume(handles.figure1); +end + +if isequal(get(hObject,'CurrentKey'),'return') + uiresume(handles.figure1); +end diff --git a/GUI/ARMAX_close_dialog.fig b/GUI/ARMAX_close_dialog.fig new file mode 100644 index 0000000000000000000000000000000000000000..d03da3b0c3a7557137f0738e6644bc2961680254 GIT binary patch literal 6687 zcmb7|)n5}1pv6H1q(n-Z(cLW!MB+;K)M?VMMAn$8fgJXju7yM#v))H*FMBr+R~cqKB@=ZW zer6>PJ8Lhy56o^58D>LkFJ=XA2WF91%)%lv!qPG#qRgVg!jjDYZ((7pYm;JOVP(={ zVfp3FWjlQ||3@_prbvBaMD|p}usw-1o!Q_mF5!0$*F?iF;$-aJO5}fS_PgT>hjq1p z{o`5W%9)AxBjn8Trf-d?6pbPq^DD%3iPO!F=>^i6r5os56!=gswyY&PMN!4v>p~m`LD#PFK3PF zJ~#(fBZjO3{bfczc##qwgfF!Nu4iv~9Q91*T$kxer6S*TNLscPn&qB-;2e)qhmT%7 zN=V{mpB(S~$|7?m5ZizWli9Zf=3@L5xK?+xk}QuLf=%jp(={SQz)iAUmWy3;xxw%$ zG~v93#jrD`5io|gr`4U`vEx|AKaM+G5>j5#SdF>twA--_oR}7^k`Bv#eEj; z?$53TBO!Z^^GN^~@i&GgQQ}fgBmJa2jZ5f+(LuVJ5jI(>hmXtthQ(sVJsfnp%Ma*L zYVoUgcU@M?+KXpWS2t@*9%cEvg1tKD0(HX)_>?(Yy^MszhteUaWBS0?T(SUTzlp03 zu;8pTH|a{v$ywahMtHVbW+e(`n8hn22onjIXwSXr=1F{AJk5fJSAOb?-$ar{0s#pO z##vtXss}wa$vwKD;4Z?{>Yy`%NcEfSq0+!(6S`E7wxP7Z<5VcO*2snuA;pZ7k$v7I{$eDmInQnj?qOo>j%aijoF81Azge5M`Ga+9N4Q#FnBeVAP= zVxe{tAEB18Y}n2U1Xyl>qY@`F9=Z61z|EJ#44`B2_(PfaLS}z@f$8Woj5O}9613mUmZiY0TSHGafMQdly z(@PF|$I~=Pq^l-0X>Lw&GIGKgNAHk0C`HT3SB?1B^d?zhIHbu zx;V#nUpjEXaJty5U(P~pr$FPivInoh_lf)a<}!C{FzCgzdk#`@nK>RjLme&>)cLK^ z;p=&%@D(OS^-G$|mN&LVnKJb8CPuM)bs#3FTjTCz?1Zysb4v`#f25~tDGx<<#+Yn+ zAXOsWZ>on{SAMxKouatt7zI({?F%~y^3(WJ{TY-T-DY#X;TgJzC(q+_t!gc6Eb$M{ zblEVIkso}}7SVmWOGfQLbR>toV6tG=p_nHIFTn#g)Hrpz_Ys`84h6F7m;?KGPU>M) zkM0IX+0+0%qO5JrYIBBOaFqgoUF23D={szm7d{`gdjlkdeg_|Ff{?;KDqkjA@$w)^ z_|^_*xM!I^1+5%Xq1)au4~_J9xiPo^~YvI?pDSx z*-69E|5ekS?e_KD)(Ze?RVjgQd)u4K!GzB4OfaEAahMoPa;w8(#(Xd)sugnk_;vP` zUz|>H;$PtBAet_zbD0OwJoK7UU;=nPe^RmV0D#*uoD{ex0n~2r*LZ6Fj@(gTh5;kt zJlTMN$yT0IdW|JM2GnyYoinc;{cA?so$D;phrxhveAlu^efY3cKi6wa=Ozc{>tyaF zbAsBYl8CJS6tMVm!0vh~Bmu}VihospF?R20ZX2}1Ra3Tg;}|%nwrP3cuW>833Han5 zdb8exWOpaJqu!Kre`e9DVf%Yf$SYJ@sX&v#hB2n_&}6}lOqT}#hH#C`uOMhJNX^kZ zKr7F#Yueo_zBRfqWw$PIHxT<2ubUi!*`f0CxJvNCki%Si- z!0)huUM1_pRiW!R0r6e6nqF)4@ZIx!Tt*h~H;`B6HI{D48csCzAz!VSKU4d#bV&&L zw(NP>+CaX|Y5K$0o8Y&oKYSq-fA_8xLtgv~L@*o-ps}w!uNiL$ZYcd}9%7Hr;gOx6 zF_FR20mMR!s7<#Z>feArZpgyxxavM#SUl>}HQ5bO$fz&L+57&3N5H+wF5bSfQ?q9h z$}e)4dB6SeHdZ?nP)XpjNp;!?HrjOvkG*t({4|Bm&eVUfkfC@x4&=R2^&Y89d|i`O zvKEPZFL;si@85ZVn?i3O5zt#yqR?OCL&1JP^Lc^O7pL1QF4|WI>VjsHHK!Sr7iNfm zoG#(Wo9V?>GX`1|q9Fl2yWFvod!Ofgd;PC%#(*@h_Qp=VoF{Y1Lwygr1nGRgvHN{k zDh{xmWa_%yQGStytYrWkDZ zGmt^1+x#4*+7>avKHsJ}2Tbqu#gsMl-M)p_yjy2zWmA; zt&w=G#LD?IrWe3T1&!_nNDL*uxOt&%Yx9J&S&xGk%qyu(K;BDJqN?C!ptExwc7oUP{e65_*C4Pa z8zZCSctc6qq>YT+kVpeiy8ryr2n#HF4N{Jsj~*KvaLS=A%f=sd@%Zk4v*pkpTB*)b zz+oqsrECy`o637>feepT(6cUdrd^xV^#Mw?dB|?L`}zUPfSF3GaSTA+=LN%kxhhE! z9B=%aBs-mGfsDBgmpViKEq)@o7=GI`CHKuUd09$Dk$Pbq{ddo}aH;U#!>XP)ir>+> z8yH)Cv$oY#a`1gKKzR6^O<~|KJ|Y40G^)@CU6*y5Y7-2HIbuQ+PUm}G`Fi|<($(Z> zWEs4qD6K7WA)w{@R>fNUgq_O9H0teC+Ee0WzhO*u%V|f%X)c1D&{{pc&T+2cbb0&N z)6&aN-)qVW&T2d(_tyAvP+WGY5pNCme@f6D^bfd1w;V)DHzFj*QbQ5Xql-n9*mIMM z@!Y|(I>=TkzBejEo1aZ{c@v#pH~I8FiI!j|XC)*^tJlzr>^w6k6g}6fi`Z^uCRghZ zkUQeCp4F9`B^_K$?V2eJ(VO$iy*V>cQ&KSRvUBkkkLepY*NCmGILltMv^THG$fQXi znuI}lKK-av;E&>}PcU=!gPkIQSIIN?W5HX}gHzzTN{dyWEC7RrRzfPK1|R+LqzgE( zOM#zBhL7JqQa|Cas)e8JU$)@kHjG#zA~XYw5o=9d;3>AE>^EC|59Ts zkkL+bmYcjl%30N@#pm#rPUsYJR;cAta+`g@xb4lRbYA>{bm3T8pq!v(VbyR*u(N

;!l1uzLaSqmlA$P+~D@bgSLQ$=5T+((QOyJ-Dj>rakgm;x7z{kvaYMpT&-{0 zG*;EHPu;}HUy@&H`GQ`VG9963(BKtMSLr%u8a#Voz&c(vIwR*?1=G*f>dGa&O`Zx& ze#W++56ky`^ebQ}yG|_>U>+44B_-AG80c8-ywJZyasij!s-<^CZc17eqPi({ZqrKL z>y(n-7RCnGl9qQiV5S99f{q=?Hc1E5%xt%uNVCl4a(;q7zoO2eZvQGy2H!)UPUJRv+fj5Fv)Ic|r^8K5e87ng=yWAIPwq|o(r;E7RXQhK zwjk*3L#5i}#H(RIOd*H?1kEdiH=d|T-^r?>7%wKB@4ibunD&(Y1bGe>zq52Jr~$Sf zp4Z0{?KA%RS{i%)*RT=*2{RYW+d9xbE7rrqJ~omaKV`v!MfQ-@$IAHZ7Qei zX2rqz=46Eycs5|MkLh9+e52mpBt-_zKeQdKr5+{3fQNDqZZryG4EOxqF3YC9!`aB< zeY-+1(&Hk(+_hj24XJ+m=Fxo&7{ygh;BkO98m;5oJf$>~-jq1|XI&6)cgc6rGKZ-r zf)-k?U$xd{RC*8c?Z2I3g0>!_>QOZqVGsVot8j;ygKeVG2i{z;&X4&|J&YR*+4NS& zQ}N5UbCykR>2F1;S7-t*GvaW1LeHpu*OyctVq*y(5ldVhzM0``LY)$?H^b@IbK-dK zU08;x+##mBHOhZntae=Rd+5HnZ*VTm_M7;<@+IS8`0mfg8)%6o^+l&AHP!u?^M#F( zH$=+mNDzS}ZF_G<1y_;2!}ApG#%88Et=W7Qp78B{dd&MlU>RHbMniIUx^TVi^V*ox zkH1K(i{d|kXJM7pw`=x1CciDW+z=P`Y4W7;iqg73998gRigggtONhmm_kk_V(It^V z=huGS$3qhmJxU`6=wV0K z^eDGPyx6QL4I@aOC7JTYE9n8!ZpyN3^JAE;=b{|yic%O^It3er@Rh)X_0~)gQ0mRUFCV#zOF8a1Z+N9*TNgJ$8XD@XXJ& zS@W0vBoHrUZf7kyCAk$-iX|y*TWG4-u@KmDsI^LCLWhb+*vswl;W)-Bn%rNro;dic zr{mXE7P%YKFfrKBxP}GQ#%#)sZfn-veK9-dNX%K8q(B7AcB zBa;cx*|Eb$<#D#3(#F{rF|b#DP%#p<%q=iJ%O0|z*U~wYKl)AOk7{fj!Nx&;AhO*+ zRA4ZYLiGEUn~Z6*N@UP(KuDfG$KyAh`R$PG_zITx60JQP3shQ-bg}&EQ%_D>yLhXn zYBjW-boiyiB!5XIDw!)fY^X7EUEcrCF5#Aouurjm_Gf1c-4xNoAG6-oAzCKde@L~Q zgu-zu;VCR5>}&*zw$Gklsp{rG(NB}&v>jQ>huFNzqRD=tNc<3O6Hzrh5dDc;$kx8@ zrAM)Qi0B_&T_T;w&@V5-(w_V!3)d?DniKNQqC-FQqnqELb01v9g}+`0?P&6nmvhVp zks;2+2Mr8=QqHg>&X;4b6Bd>TT=`|DQN1Mh*F0&v zqO^~WjzwBGg8eN8bS@Ak8=Ai+Oyn$%cE$o}4C$)oMIs%~p3bL#^irA(51mp@y;Z90 zXBD#K@a@dF6b{&$UC}$aE1!UjBq;n|%;e|z={0aV?xDa8&T=Ffi* z`&3M!Z)E>tW%~A0$SmT?Yfrk?kjAZGs`?F9?i_MlBZ4%zVzLl#;B%~~10m{8Ji((y zgCZNB@YNf45f8#qyw4`YKWHdWha^#tMx^F~;TvNHq)kTOraD7JG>G5l)6PZjWul*6 zdrt%ovsSZ4ZE02Vk zyJG|Q^2j0VyxH!86wKmLy1~s9t@T|&N0Ql(QuC}Cfs#wQLgCZJv~~Kb{$Pbg`hL|I z?sLs&8~L3f!>4xxT}c&j4Px@;rG5H^TXpUr?BpCH>e)^f~IjCIe<{d{6&maW&dS`%*Bo zvU{&(W4A}<(!K{G(sw-%y15u2WFCe^qCZi=m#s^EQp?4w390wcJ`D=B2U z4@>8heD8!`1o&=_-Bu<)J-ys7_q|s?v*9{B{z6e#@O=8a_jT&p|z>3E8iE0V-T&Di8VX1;Yw!wGbJtL*AIUDjMOwO)Tlx0n# zF~opjPh*xuDt6%niUqIo-+Xvi+B^IP)kB%13%~N#^Ou$X_NwP0x3wuahUPN`7hm=6 z$7{c2hd~+|kUh(pgG(HfRd!#zd^A$H*`pgGl^bM`G_qrFs>l9FGbl;(D{tZt|6*c{$3QTW+JEgWVv{>$O3lbzpH161S z&AyWzJ~3z6+`|*40bnQD$(RN{VH0@|&YKuwBRPpaR*MioSYK%l374=3Gv6 zs{pLgfV!oj_kNT1=h|orrE{9swXJc6jc(iuh-q_f91d9w`_{-kqB@>gD(`3*Iezsa_qc-%Vx8E;#9{nw6Z|9ZX*xG za(pNCud%%aZ+8szv}qcxATKRu>ry8e>|e1);u`8wp5V0piwiR4Rj&inU4bFlbP7Y% zc9YNg^s#ypAB9?B`{YOr{uyHk*Ulp(JMq8jv~)kZ1~3uEvh5ZjuFm!D{GT-zeyMFL z{IWEqbhKM^b)Gck@0c0H=x?@LRQ}C%QYm!YGa-7F&EM6t+X+Msw^(bTLI3ZW{rGrf zG69(resT3^b)jH-syUo{XNQnz;DjC+X^&$b7Q8= z%GYsUqRIz}fR@9~Vx0#_qlX-K&4eCJWd^`J0{3~1Wf0^Es?(3I?y+)bPv+b!CQN8_ z3Llh+2{PqS3Aw+8p=ck_veaW`fu8q8A$7qCyd2d)YV(_GJQC1=!3W?HrPc_K@de>x ztj)=(fV$xV6`AS6y4A9hz0V!ce%-nTNrQ1`1ImRnJ{jVw_#LH)C?DcE5R1E^X=Rli zu`cCIAPHx*Db?Zsm^n(*b_c0Zi6x8-?JKlA5(4i_%f*h~PHP1DP2iM9qQdDxv!nRSDOVws(Ho zhaSB}`{rlp2CE8-Ny}99mSO^ri+!fOhIu615*PY!lis2xU)Rd`h@pnUE%1@V3nlp~ zkkk<5MR^YhV!L`;M&?dq}oHz6{567 zCq(Kjd@kBd&Fub7~bsVi1M`-fMi`#TsAA1yZUe*ok8e1ZS~ literal 0 HcmV?d00001 diff --git a/GUI/ARMAX_close_dialog.m b/GUI/ARMAX_close_dialog.m new file mode 100644 index 0000000..6da6934 --- /dev/null +++ b/GUI/ARMAX_close_dialog.m @@ -0,0 +1,207 @@ +function varargout = ARMAX_close_dialog(varargin) +% ARMAX_CLOSE_DIALOG M-file for ARMAX_close_dialog.fig +% ARMAX_CLOSE_DIALOG by itself, creates a new ARMAX_CLOSE_DIALOG or raises the +% existing singleton*. +% +% H = ARMAX_CLOSE_DIALOG returns the handle to a new ARMAX_CLOSE_DIALOG or the handle to +% the existing singleton*. +% +% ARMAX_CLOSE_DIALOG('CALLBACK',hObject,eventData,handles,...) calls the local +% function named CALLBACK in ARMAX_CLOSE_DIALOG.M with the given input arguments. +% +% ARMAX_CLOSE_DIALOG('Property','Value',...) creates a new ARMAX_CLOSE_DIALOG or raises the +% existing singleton*. Starting from the left, property value pairs are +% applied to the GUI before ARMAX_close_dialog_OpeningFunction gets called. An +% unrecognized property name or invalid value makes property application +% stop. All inputs are passed to ARMAX_close_dialog_OpeningFcn via varargin. +% +% *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one +% instance to run (singleton)". +% +% See also: GUIDE, GUIDATA, GUIHANDLES + +% Edit the above text to modify the response to help ARMAX_close_dialog + +% Last Modified by GUIDE v2.5 19-Aug-2006 01:03:58 + +% Begin initialization code - DO NOT EDIT +gui_Singleton = 1; +gui_State = struct('gui_Name', mfilename, ... + 'gui_Singleton', gui_Singleton, ... + 'gui_OpeningFcn', @ARMAX_close_dialog_OpeningFcn, ... + 'gui_OutputFcn', @ARMAX_close_dialog_OutputFcn, ... + 'gui_LayoutFcn', [] , ... + 'gui_Callback', []); +if nargin && ischar(varargin{1}) + gui_State.gui_Callback = str2func(varargin{1}); +end + +if nargout + [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); +else + gui_mainfcn(gui_State, varargin{:}); +end +% End initialization code - DO NOT EDIT + +% --- Executes just before ARMAX_close_dialog is made visible. +function ARMAX_close_dialog_OpeningFcn(hObject, eventdata, handles, varargin) +% This function has no output args, see OutputFcn. +% hObject handle to figure +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) +% varargin command line arguments to ARMAX_close_dialog (see VARARGIN) + +% Choose default command line output for ARMAX_close_dialog +handles.output = 'Yes'; + +% Update handles structure +guidata(hObject, handles); + +% Insert custom Title and Text if specified by the user +% Hint: when choosing keywords, be sure they are not easily confused +% with existing figure properties. See the output of set(figure) for +% a list of figure properties. +if(nargin > 3) + for index = 1:2:(nargin-3), + if nargin-3==index, break, end + switch lower(varargin{index}) + case 'title' + set(hObject, 'Name', varargin{index+1}); + case 'string' + set(handles.text1, 'String', varargin{index+1}); + end + end +end + +% Determine the position of the dialog - centered on the callback figure +% if available, else, centered on the screen +FigPos=get(0,'DefaultFigurePosition'); +OldUnits = get(hObject, 'Units'); +set(hObject, 'Units', 'pixels'); +OldPos = get(hObject,'Position'); +FigWidth = OldPos(3); +FigHeight = OldPos(4); +if isempty(gcbf) + ScreenUnits=get(0,'Units'); + set(0,'Units','pixels'); + ScreenSize=get(0,'ScreenSize'); + set(0,'Units',ScreenUnits); + + FigPos(1)=1/2*(ScreenSize(3)-FigWidth); + FigPos(2)=2/3*(ScreenSize(4)-FigHeight); +else + GCBFOldUnits = get(gcbf,'Units'); + set(gcbf,'Units','pixels'); + GCBFPos = get(gcbf,'Position'); + set(gcbf,'Units',GCBFOldUnits); + FigPos(1:2) = [(GCBFPos(1) + GCBFPos(3) / 2) - FigWidth / 2, ... + (GCBFPos(2) + GCBFPos(4) / 2) - FigHeight / 2]; +end +FigPos(3:4)=[FigWidth FigHeight]; +set(hObject, 'Position', FigPos); +set(hObject, 'Units', OldUnits); + +% Show a question icon from dialogicons.mat - variables questIconData +% and questIconMap +load dialogicons.mat + +IconData=questIconData; +questIconMap(256,:) = get(handles.figure1, 'Color'); +IconCMap=questIconMap; + +Img=image(IconData, 'Parent', handles.axes1); +set(handles.figure1, 'Colormap', IconCMap); + +set(handles.axes1, ... + 'Visible', 'off', ... + 'YDir' , 'reverse' , ... + 'XLim' , get(Img,'XData'), ... + 'YLim' , get(Img,'YData') ... + ); + +% Make the GUI modal +set(handles.figure1,'WindowStyle','modal') + +% UIWAIT makes ARMAX_close_dialog wait for user response (see UIRESUME) +uiwait(handles.figure1); + +% --- Outputs from this function are returned to the command line. +function varargout = ARMAX_close_dialog_OutputFcn(hObject, eventdata, handles) +% varargout cell array for returning output args (see VARARGOUT); +% hObject handle to figure +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Get default command line output from handles structure +varargout{1} = handles.output; + +% The figure can be deleted now +delete(handles.figure1); + +% --- Executes on button press in pushbutton1. +function pushbutton1_Callback(hObject, eventdata, handles) +% hObject handle to pushbutton1 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +handles.output = get(hObject,'String'); + +% Update handles structure +guidata(hObject, handles); + +% Use UIRESUME instead of delete because the OutputFcn needs +% to get the updated handles structure. +uiresume(handles.figure1); + +% --- Executes on button press in pushbutton2. +function pushbutton2_Callback(hObject, eventdata, handles) +% hObject handle to pushbutton2 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +handles.output = get(hObject,'String'); + +% Update handles structure +guidata(hObject, handles); + +% Use UIRESUME instead of delete because the OutputFcn needs +% to get the updated handles structure. +uiresume(handles.figure1); + + +% --- Executes when user attempts to close figure1. +function figure1_CloseRequestFcn(hObject, eventdata, handles) +% hObject handle to figure1 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) +handles.output = 'No'; +guidata(hObject, handles); +if isequal(get(handles.figure1, 'waitstatus'), 'waiting') + % The GUI is still in UIWAIT, us UIRESUME + uiresume(handles.figure1); +else + % The GUI is no longer waiting, just close it + delete(handles.figure1); +end + + +% --- Executes on key press over figure1 with no controls selected. +function figure1_KeyPressFcn(hObject, eventdata, handles) +% hObject handle to figure1 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Check for "enter" or "escape" +if isequal(get(hObject,'CurrentKey'),'escape') + % User said no by hitting escape + handles.output = 'No' + + % Update handles structure + guidata(hObject, handles); + + uiresume(handles.figure1); +end + +if isequal(get(hObject,'CurrentKey'),'return') + uiresume(handles.figure1); +end diff --git a/GUI/ARMAX_viewer.fig b/GUI/ARMAX_viewer.fig new file mode 100644 index 0000000000000000000000000000000000000000..3a4c6e883d90057203f85fbad2ddffc480d583e8 GIT binary patch literal 8388 zcmb7|=Q|q!*T!uvRcdcqYVW=Gs97ya?Ap{QH4=Nz8m0Css#<$fLTcAc?L8_8g4hux z-oDTC{sZs%e7>CPI`{eA_c2g4(N|StmlP6VH&8VZbawM_5@0v-ckN0$wCEEv3+BTE`JSq4d$Ff6$SuV-Pr@AB)v9 zlP2XVRvevzaoJq$jTAUHbEoA3e+}S^I;$smT$P#C9@HJ|E9V{;V>piW+-)EWn5y+) zW6S|U8V_gjmM(&F2j6cyQZLkM5g%470jzsqvx}hKg!T|4_tn9 z5By5fENuHCoA?QeP-x~N5@0=Lu*soas@88j?m!qyV!F*sD@od#{&Ta!?bXUR9gB!> z0{cTkrUFkVdT>K$hz?m|Yo*cw{j@J7zN_W$RT(zK`cJ&Nu4A##A_(6v8T7X!qgwq% z(iWgf)`piHVH!0q>#F)v)PbHPo4p_h0l?D!T0#p)*kOgIPqWmyXBL>{^052bTHG@p zJtNcm=ce|%=d5z53rx!x(g!OJzb(8UMdQLDAHsg4*$VGR(D;*SGRnJm!jo*i*gaVo zxq29D{1%WR$#`Imzx#LipZXRw9f$(-1Vjm<0#So#K(ruamd*CY4wUa6n!5ONipT|) zz|Wq*kt-0|;r8@JZ{qy2N1jnzX{^*77t82kjaLDI=cIt}M9o6GXlKfJAn)=O+`S3sXI&w`gvb}477x_XH}K;bEKoF8`!zC=?ZlFC?=|vClY2r{SvFLumPh*kE_|&mSJ2LoK&&luo#0_*S7P%9qk$Ih-i8V-o>Q1#U$x=N0B@ zFjp54X+nr)(TEbY3-0~>e4~L{ReIH$UKd7c)v7&Q6({(rieUngzk@sw0SyLbpe^Lh_*`3VHs6sGwimb5yYy>z&u6y4+0`u-=RT>or|Mr- zCZkM+>UYZg2?qRvaC0lN24f+N)bd1fHG$DfgG@P%as7S6VPTkMK@RZn6H$OZseD}`8Ed$r{tYWwEgT{UF8-Nz zJYBkQFB|54kW;!7$d`B3?zyjXkiU_pkmdWc5O&|o5P%WIZV*;Zl^ZD^@XX#XldmZ& z?4TRKYzNJ;yx`O?nEjg2j~hMWb!1_o)nYy92@GURJu7_lV(Z9a=YU2l_V@i~t_=XR zMBvscHh)4Fe&1``SU2UghA8#VJ0xD)(L3fHn@kD%Vr8B0szVmKHBUz+$TZgSAS+Kn zsrXQV?NRO6_M~nRxQH$!L!vkm^%A8A4u;|z+F^2v-{Ykhb-ow*d>jr;88ahol<7qe zQQX}ByQuf~hh_%eGa~c>Bt`UUuEdY!eOCzwBJm5C>(=%L;{GgqMsxs2x@P-YqhUC; z*W`DPu>|a4xOALeCsZ;bK7)ocQm1%s#wrfiS*ur}`P@jv@Z@lGhWYR@mF-Ca$iVPt zLgRkDn+H%S_d4#^)5G`Vug%|ukEu{BZ|h6tzU=*V{8uS=*#GwlK>*GGa)ft&H|h~h zs#`Q=$z`NYivhjgHoLL91Mxs+H+5Td>`U_iFBIqn=U)cD96b+v7TyQv&8vc3sswnm zaDo-$r-=o}hWpGqBYl(BAfbKD2DfRNHLiwefxcxnf6?YUQ5=z-`7B5g5J-MPA^1e2jg(~uGA<5 z1$-Fa5#X9K?ui>>le#LFx=-y2F4}YT%4dr~xzUQFz4@}{9K?EO)^@B3jz#&O33?Of zH1?VprDx4w!=f1BRN(w=!zkH@J!N7q4UEpcXil=lz^_=}_c@x^3BexeufKkbv`R8d zY#uzw%HxKWrMdm=l*zaYoUNrh$sy~RoRhqKbTL=B*}Ql3rDgqbXYL8@5#-SZA?-%K z^VHhN35%a#C9(`H#C^@vGdsFxs&mjr3fvE^MbuTD?%p7BsyCDu=2;;@;oz&xk0e-3d+R&%@P}<_9`=n7$Fi-bnyp^Ku&EW0KVf$HT*ga9bYq6* zP3!B>Y(f+5UjY^C4t1{Hpytw3`NDrt9|A&g$#0A^nrBPxGf>4{FD9mBURNbXM@ ze}aHqyBnWVt;@{`R4T_lk{E|Qk!!y#jGa9a>jQE!K~nZJRWUE&iQ_^4_!xtq8yeN8uj>6PGyra@^arip`eTw@@L-Yf64AawyX&nVjB9P`icWZ67r#lJRtFWqf!t*cEufMk__~x>wI* zw^aCKR}~!e+WV{htD*dlTWjjf>QU`~uchtOIdC%S2or==aA%rQkyH%$bFkjZ-xg)i zlvbxh!B_DyKV+MWIaYpu^8esi#0(g(XFqtxnr571w*md=+ zSv$-H+#Ybe0Xl*IWD2yHm++^}W%qiBS@6$}w>I;v)%Kr%Rpf8tV#;=3>7-E1WtAm2 zR;aCGC{nELt2E0rA<^TiEK78OuD+(YO@AgfC+iX}TD3rw;(Pv+=G->gquY62+u766 zq10*G*~V*k+gZtL7vfB2B3m+OnLsdiD#a{9ZkXc&APllpS*XtEvlv+_=DWemJ0^6- zep-OKm9q^7SCte*9&&f&jn{G(YhrOG*xpBUk&aGO!yRlCA3hqW64+V=Mk#nfMr-cN zF0s}d;r ziWIJH=wq5l8bEhyNPgen~FtDk{7!eQ|*sXxz>| z_L0yvk;pX!-H@$Wx3u_^tmzqs(oK=n3W~ST{3}I31Wv>O$Kya^)uzhV>9~tf!oTN2 z+I>2GttI|x?(7bBNvd3I1)9tM#wr|)G^(C^cFTsvKQ>Rr$Zv`)dn4|Uo|vESLN?^L z!!uvLcfOC`*Kw7u60eUM88$-)zG*8#qR&6rhPq--y335`ZJUBZPm(+b_r_(i5(DQx zRK8{*amx*ao(n7&?6s0yOfm$~D9h>0jfk{Csy6t-@0k8WT)>zYl_<6Ubc_3#x^=@| z#&aeL(gBCLuR3~s7ABHzBmyeO<3|Hk4&P* zLjBnHTNEtNx`w{c@zd^}uyJN5lBW{27EdXv6HGvPUlR_~DKJ1pclVU*fu8sV0uO9_!H{tHKvHVW&MPKnOxQoc!U4zBN-pca)m*6`rJQ>33J+EMu zh_R%4;3@VDHcjS{C!RM%*Vv4B$ST%8%1fu{asAF!ua4L)L}wFczJrwL&AZyK={#Ps zAnMnP>Z_3#p=3?r1S@!3tveLeA5^dYS%Fx}H2(;l7F~J?N9iZ(4weI1p7@sieH;R^ zZT_qjIzYU&O?TXH4RO>lAf029O!g4mgAWm{7a6|ehbBepyt37&IUY;65WE8=TysiPvPn^J$HhXx7`eM27r}d`H@EE&{F78`Iln zq_50czrE^aVxN^_zXbxBlG^?Ir0^*u1sW4gLrSU`_gIN@f|jPYmw_$1a{S|^rH#(4 zE_N@)8r+HAjQp|>$Im5wR$R&VyeHgI>ij6sj7+3^qZw$-1DbT(fXD2U<#GQ5|1`Mf zgLB^|P4N22)(*oz@Rz5}D){*Dpxp)p(>9@Bub0h&4+!_xm|?Kl6@{GSg9VRqc{eQR z`fBBHwYv}J=8K`K?W4g21YWm^Yw9Pz(#c+|?(dN*K*|~C$5E$EnZCS?j zh=fC|d*XX`M)6Ch{1F8Jln-$K4*t1voyiw^E@cMIncTa~n{2baJ`W%b}24MF>XsN)@rlE-QKBjgd5InpPWjS-dao_+N-iTiwM?&hFA9EC4P8|qT zH>b}5mTM;E6pKuGsB0!iH!X|&!~Evw$h#KSyU}M@frA>@8S|lK=w-o;d8pH6)(#+4 z@{ier!+Ucg=gX`)GZ#%;48eazqv*k*NnPAp#2mP)YG}kv_*x??t^{wtW6M$AFjXTb zn&)aKBO+qtI9btAp?N&@Y3kl5*Dqk&r=^)Zd#*2yjErKBRjA$4DNOm?o#(qwj}P;$ z>ydPKU+0c*!5iaXX>aEZCg`)6;@4(`WR6^a1pOz70tG)r9{cuvjsGKlfNsTM8mu3< zrWugI&y+6c(bTpW55*uXW|g zq>xbH+5Q^31Vz_#dw@Eqkd|-d-~0MUCcvm|LoM-!WoI)FR$`nV6Ww>{b$>!x3=&^DROTn&~g%Pg`3Z#vlH zNrqbtbqf4V`6A~ZM1MORzWK8#xb@qRpes_dprOMPvC5HgLf_f@T&nRKbxbR4)wF1+ z1Mkj}E8T!XPCWUeA^K-!Pqas3cwgPp+j6ph&faLDiGW()qY-|I2ndnj&y}T?O4JT` z_`C_}pt43Am>9}(Q;B@CgeSZOem`CY*KGFXqn8P2h7M-U*9S7o}Y4_Cd~qznPX*pMN&-^K96ScD8Eyd zjovz~zGU?g#h053tTSbredh%N1B*#7gkLq;h$A?frQDw|jD4K|ua1vQgshH-PcVLe zucY@lB4`jTxcb*x0Z>dc!8CmnI=N?tK$!D*S9iLGEoFYKJ`h9Bk^_#cC6;I8Vrs!` zT8n?`0Rg4C*6Qn?5;h^$5Bx$a7c&d0az8|=fc^xeG?P2lcDX7VJv^cN!@qZXR#$-@ zHXA-4n~4kqST`Z##=gUHX0he`9o5M|8iIg$Bkc$q`eIV4UWxYZM7doYaN<=SInnKS z(bDN58LazlMKNgwbGXE;1%=F&I`bJ6_-55G0 z$31g)NAn)ujS>cn^THs}S|d7=b@zajjkJ#&Y1&}#gQrlBa1-THX7uH*+^8~Sxd-Hr zxoHi)Ty;UtUbWo$bzhP z%Alk$^>m);R*NzpU#i#GV?$c!xc zBs%Dt@|A2`tq+IYfl=$hN{|s|wY_Y)Z*!tlSDgm2Z8Xc>Jrq~@fzV9@u9I(M>mjb~ zBBUZmXWILQ8h+gAPJkakm%)ut9c$Uf2|0r4iBOmpHs2m}UoFfO;7@_C9r3#Int zFC3BSi8*qq+r<4aTIf5~OSD1cx#aUSRhaa!pD6IxFTRvk`sq1A(Hyl$!3mZWkUFi$ zaSfjAUdE3b_~^D({^n-$_y9 zm(?n+&xys&QYnEXdvQRwSljf`1LU***V0ft68T%R8$yZQOBqjmOZ zwNG3eLOiP_FYzwiAD>E`N|lTeULHLg#VWnMDT(#QM=0b^53D7f2>NmKB7LqzV|s+0 z6V0B^)~0UefolEfW_^I?uWN76CljP)&MVVHNLIe(_-^@S`@(4477SI3^entJ`yB0{?;c6W_H>m5{B{CfliE#{!CnNX%Ci?)TwF#JO+#Iomw!&j0|KNr6Zk0)est3atp=&S z_;O`6kfI#t)@*mxM@}!%^kzcERo#e@4NdzyJ z@n{mxWvDxJ(}&(Tt~w`xm}e6_)ZYFJl+t!^DWf=Ckt5%jYi4SZ#H_w_JMt=Suh6+e zPxvc?uAqktbl6qjtgatS)NI=Zbz;i#%<(8^ zWSi+J7uAMQO`q@J&>;1Ryurx}XX zS294vvOwp1?yuZ`JQ1KeF;LHJ^Frm)M&JDf%KD^fNY?qIF?wT=M~m0zd^@MMwtEgO z;CD)*QnbKED(r3J0f*R~jH7(?uXy&6Eq9MV7)bnR#zGhZ@272&>SW~^|27|XtQ%9? zufD7-NF0!7Z`$L(1k#F4gsLD{BARn=nm>wIM|*`HEXpdYaD}DzKM-uv(B${;JBW&G z*~)hPWBQi=kl$Q;HAIw!94)=JC*)Qeih{j!f_ z;^p4CAZl7VKO<_-ji&(DQ|GQ1w&sU?{%=@rdzLN!wSRAp zlN$@eDt|^_rvs(r#;mlD^1n2vZU^yv{K$p&(o&wDM9~Mo)_Jc*32mJBw5$EG()S5F ze;IQXj?>*aG3)ZpOH4BJhm-z@lvO_6Znuw@e*=`qyj;02Qg~!zpQ)SMaY?+PD=VjQ(mFaZk+aV zO_=t=xHO8E~VGFaw%;c0GnNmhca?30_ z>Tl%xk89q+KRdh*+G`Z#+$JSB^iEg*O}96Q#*>XTTGrEh=(p}}W@F$8br&2X0gj8@ zjQnp3$U_B-m;b1?%rtAq3e8s;8RnnkaNqN%a>PuI$UQ@RuK~>p^gofJq#2F5yNLCe zS=?DUJWE(KiC|e+%<~K|0H0h=_pO~VK3Aqh>PNyDdAn50)xcs6*?O$KQ34iTZ`+(r z7Y_qBp!0a{4v|nCrQiUCt)=RXhZVNp-CzDX*Nft=JY8rw+=o3-N7&hhM6 z8_i%z=;48e#M0wC8Yn8VCeVs6q{Wza zXD{0)n)8&ed!vtkyfR8mdZ@au+{<$~%+y21k+{s2!NMu>L%an&Pul9K!HV3qW)<`d|unq@8xp zi^Vcg_kZ-~G`NE=?`Epk@wTOWRhqW7zXjKopy9itx5<^q2t z#kksn{i=ndzjAj5U(v)8H~2!mYEgwYY8IHV7pOvExFb3` z_X|;0AHx0|@?m#{Zp_<806tLzzsu+kiJBf9^cnp3<3AUKT-~lcJ?fZ!GaP&(Cqh%V z^0PcJo?M8vKLng$iT;T`em{Emu=r`){ShMA>F)T;Sb_1s5wu@^sA1$Xggml34Z4u8 z50qDGojWQ?qYnFpyR-OwQV9lJK1ALA_2lbJn#oX?eW}q|g%5zG&G>I!M^izHZZI1A zbSFvL^E{*>E)KhK!mjwF_D}&)`9gi&@Q-}ph;oeIUy=1wKiJg%s8Ioi!hX)Zs^i7M zE2SGO;26H@22*o|$gUQ#ZH0urdehho^RyYRV>tpHiyA7ZCJIwM^!G^nrFA9S$m8X_ z+xr_?64!YmQDQ(R<%H2Kc6`T5YSlHsynA_9Sic+m6CTCsg|VagD*?x~X68l#44?Ij zyk5iKeRUgz>jfc}V2>CpJdKb}VEWoY%KXjCDY04<9oUx}2DQ~9zIB8Epi}%G!&y)A zp6^f0Dim#1wQ?n%`XQw8E4qYfv#_}Dt`d)3mQ2o-N-s#w_xFvCwcUnk&i&o*i3j)9 GB>o5BnioL; literal 0 HcmV?d00001 diff --git a/GUI/ARMAX_viewer.m b/GUI/ARMAX_viewer.m new file mode 100644 index 0000000..b538d7e --- /dev/null +++ b/GUI/ARMAX_viewer.m @@ -0,0 +1,800 @@ +function varargout = ARMAX_viewer(varargin) +% ARMAX_viewer M-file for ARMAX_viewer.fig +% ARMAX_viewer, by itself, creates a new ARMAX_viewer or raises the existing +% singleton*. +% +% H = ARMAX_viewer returns the handle to a new ARMAX_viewer or the handle to +% the existing singleton*. +% +% ARMAX_viewer('CALLBACK',hObject,eventData,handles,...) calls the local +% function named CALLBACK in ARMAX_viewer.M with the given input arguments. +% +% ARMAX_viewer('Property','Value',...) creates a new ARMAX_viewer or raises the +% existing singleton*. Starting from the left, property value pairs are +% applied to the GUI before ARMAX_viewer_OpeningFunction gets called. An +% unrecognized property name or invalid value makes property application +% stop. All inputs are passed to ARMAX_viewer_OpeningFcn via varargin. +% +% *See GUI Options on GUIDE's Tools menu. Choose "GUI allows only one +% instance to run (singleton)". +% +% See also: GUIDE, GUIDATA, GUIHANDLES + +% TODO : Add parameter display for hyperparapmeter for distributions +% FIXME: Fix the behavior for very large models + +% Edit the above text to modify the response to help ARMAX_viewer + +% Last Modified by GUIDE v2.5 09-Sep-2006 14:45:09 + +% Begin initialization code - DO NOT EDIT +gui_Singleton = 1; +gui_State = struct('gui_Name', mfilename, ... + 'gui_Singleton', gui_Singleton, ... + 'gui_OpeningFcn', @ARMAX_viewer_OpeningFcn, ... + 'gui_OutputFcn', @ARMAX_viewer_OutputFcn, ... + 'gui_LayoutFcn', [] , ... + 'gui_Callback', []); +if nargin && ischar(varargin{1}) + gui_State.gui_Callback = str2func(varargin{1}); +end + +if nargout + [varargout{1:nargout}] = gui_mainfcn(gui_State, varargin{:}); +else + gui_mainfcn(gui_State, varargin{:}); +end +% End initialization code - DO NOT EDIT + +% --- Executes just before ARMAX_viewer is made visible. +function ARMAX_viewer_OpeningFcn(hObject, eventdata, handles, varargin) +% This function has no output args, see OutputFcn. +% hObject handle to figure +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) +% varargin command line arguments to ARMAX_viewer (see VARARGIN) + +% Choose default command line output for ARMAX_viewer +handles.output = hObject; +handles.Results = varargin{1}; +if length(varargin)==2 + handles.DisplayNumber = varargin{2}; +else + handles.DisplayNumber = length(handles.Results); +end + +% Update handles structure +guidata(hObject, handles); +popup_cell=[]; +for i=1:length(handles.Results); + popup_cell{i}=handles.Results{i}.StringID; +end +set(handles.model_popupmenu,'String',popup_cell) +set(handles.model_popupmenu,'Value',length(handles.Results)) +set(gcf,'Position',[10 10 1000 706]) +% +display_model(handles,hObject); + + + +% UIWAIT makes ARMAX_viewer wait for user response (see UIRESUME) +% uiwait(handles.figure1); + + +% --- Outputs from this function are returned to the command line. +function varargout = ARMAX_viewer_OutputFcn(hObject, eventdata, handles) +% varargout cell array for returning output args (see VARARGOUT); +% hObject handle to figure +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Get default command line output from handles structure +varargout{1} = handles.output; + + +% --- Executes on mouse press over axes background. +function model_axes_ButtonDownFcn(hObject, eventdata, handles) +% hObject handle to model_axes (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + + +function generate_text(handles,hObject); +% Get rid of results not needed +number = handles.DisplayNumber; +results=handles.Results{number}; +% Compute the needed strings +[ParameterString,VariableString]= generate_strings(results); +% Layout the model +[model_layout_info]=model_layout(ParameterString,VariableString,handles); +% Layout the model statistics +[model_stats_layout_info]=model_stats_layout(results,handles); +% Resize the Parameter Estimates Window +[estimate_window]=resize_parameter_estimate_uipanel(handles); +% Layout the column titles and return their position +[title_positions]=title_layout(handles); +% Compute the text elements for the main display and their positions +[text_positions]=compute_text_positions(handles,ParameterString,title_positions); +% Update the results with a flag that the text layout is done and with all +% of the relevant information, also set the handles +handles.Results{number}.ParameterString=ParameterString; +handles.Results{number}.VariableString=VariableString; +handles.Results{number}.model_layout_info=model_layout_info; +handles.Results{number}.model_stats_layout_info=model_stats_layout_info; +handles.Results{number}.estimate_window=estimate_window; +handles.Results{number}.title_position=title_positions; +handles.Results{number}.text_position=text_positions; +handles.Results{number}.TextFinished=true; +guidata(hObject, handles); + + + +function [ParameterString,VariableString]= generate_strings(results); +% Not finished +% TO DO: ARARCH, EGARCH and AGARCH +index=1; + +ParameterString{index}='y_t ='; +c{index}=''; +index=index+1; + +if results.constant + ParameterString{index}='\phi_0'; + VariableString{index}=''; + index=index+1; +end + +if ~isempty(results.ARlags) + if max(results.ARlags)>0 + for i=1:length(results.ARlags) + ParameterString{index}=['\phi_{' num2str(results.ARlags(i)) '}']; + VariableString{index}=['y_{t-' num2str(results.ARlags(i)) '}']; + index=index+1; + end + end +end + + +if ~isempty(results.MAlags) + if max(results.MAlags)>0 + for i=1:length(results.MAlags) + ParameterString{index}=['\theta_{' num2str(results.MAlags(i)) '}']; + VariableString{index}=['\epsilon_{t-' num2str(results.MAlags(i)) '}']; + index=index+1; + end + end +end + +ParameterString{index}=''; +VariableString{index}='\epsilon_t'; + + + + +function [layout_info]=model_layout(ParameterString,VariableString,handles) + +axes(handles.model_axes); +%set(gcf,'Position',[ -3 35 1024 664],'Units','pixels') +%set(ax,'Units','pixels','Position',[134.1200 500.0400 793.6000 120]) +line=0.75; +count=1; + +result = handles.Results{handles.DisplayNumber}; +ModelString = result.StringID; +% Add on the model specific string +final_str{count}=ModelString; +count=count+1; + +%FIX ME, need to worry about no constant! +if result.constant + final_str{count}=[ParameterString{1} ParameterString{2}]; +else + final_str{count}=[ParameterString{1} ParameterString{2} VariableString{2}]; +end + + +xpos=.05; +for i=3:length(ParameterString) + t=text(xpos,line,['$' final_str{count} '+' ParameterString{i} VariableString{i} '$' ],'Interpreter','latex','FontSize',12); + ex=get(t,'Extent'); + delete(t); + if ex(1)+ex(3)<1 + % No problems, add and try next + final_str{count}=[final_str{count} '+' ParameterString{i} VariableString{i}]; + else + %Problem, no not add and start a new line + xpos=.1; + count=count+1; + final_str{count}=['+' ParameterString{i} VariableString{i}]; + end +end + +t=[]; +line=0.75; +for i=1:count; + if i<3 + xpos=.02; + else + xpos=.07; + end + if i>1 + t{i}=text(xpos,line,['$' final_str{i} '$'] ,'Interpreter','latex','FontSize',12); + else + t{i}=text(xpos,line,['$' final_str{i} '$'] ,'FontSize',12); + end + line=line-0.25; +end + +% Now that the text is layed out, the axes and uipanel need to be resized +% accordingly and the text strings need to be vertically repositioned +% axes height is 33* no lines, y position is always 9 +% uipanel height is 33*no lines+24, y position is 650-uiheight +no_lines=length(final_str); +uiHeight = no_lines*33+24; +uiY = 670 - uiHeight; +uiP=get(handles.model_uipanel,'Position'); +uiP(2)=uiY; +uiP(4)=uiHeight; +set(handles.model_uipanel,'Position',uiP); + +axHeight = 33*no_lines; +axY = 9; +axP=get(handles.model_axes,'Position'); +axP(2)=axY; +axP(4)=axHeight; +set(handles.model_axes,'Position',axP); + +% Finally uniformly distribute the t{i} between at +% [1:no_lines]/(no_lines+1) +positions = (no_lines:-1:1)/(no_lines+1); +for i=1:no_lines; + tP=get(t{i},'Position'); + tP(2)=positions(i); + set(t{i},'Position',tP); +end + +% Need to return everything needed to make relayout easy: +% uipanle position +% axes position +% text strings +% text string position +layout_info.model_uipanel_position = get(handles.model_uipanel,'Position'); +layout_info.model_axes_position = get(handles.model_axes,'Position'); +layout_info.model_text_strings = final_str; +for i=1:length(final_str); + layout_info.model_text_strings_position{i}=get(t{i},'Position'); +end +% Clear the axis +cla + + + + + + +function [layout_info]=model_stats_layout(results,handles) +% 1. Fix the position of and size of the UI and axes +% 2. Layout the important stats and their labels + +axes(handles.stats_axes); +set(handles.stats_axes,'Position',[15 9 920 60]) +model_uipanel_position=get(handles.model_uipanel ,'Position'); +set(handles.model_stats_uipanel,'Position',[25 model_uipanel_position(2)-84 950 84]) + +titles={'Log-likelihood','No. of Params',' Akaike IC','Schwartz/Bayesian IC','$\hat{\sigma}^2$'}; +positions=linspace(.02,.9,length(titles)); +total_space=0; +for i=1:length(titles) + if i==5 + t(i)=text(positions(i),.66,titles{i},'FontName','Tahoma','FontSize',10,'Interpreter','latex'); + else + t(i)=text(positions(i),.66,titles{i},'FontName','Tahoma','FontSize',10); + end + ex(i,:)=get(t(i),'Extent'); + if i>1 + total_space=total_space+ex(i,1)-(ex(i-1,3)+ex(i-1,1)); + end +end +total_space=total_space+.98-(ex(5,3)+ex(5,1)); +% Compute the total amount of space between the objects and uniformly +% respace them +spaces=[4 4 4 4]*total_space/22; +for i=2:length(titles) + ex=get(t(i-1),'Extent'); + set(t(i),'Position',[ex(1)+ex(3)+spaces(i-1) .66 0]); +end + +% Set up the text strings. I need to limit the width +data{1}=sprintf('%0.7g',results.ll); +data{2}=num2str(results.K); +data{3}=sprintf('%0.7g',results.AIC); +data{4}=sprintf('%0.7g',results.BIC); +data{5}=sprintf('%0.7g',results.seregression); + + +for i=1:5 + d(i)=text(positions(i),.33,data{i},'FontName','Tahoma','FontSize',10); + % Now move it so that it is right aligned + p1 = get(d(i),'Extent'); + p2 = get(t(i),'Extent'); + set(d(i),'Position',[p2(1)+p2(3)-p1(3) .33 0]); +end +AX=axis; +hold on; +for i=1:5 + % Now move it so that it is right aligned + p2 = get(t(i),'Extent'); + axis(AX); + x_line_data{i}=[p2(1) p2(1)+p2(3)]'; + y_line_data{i}=[p2(2) p2(2)]; + plot([p2(1) p2(1)+p2(3)],[p2(2) p2(2)],'k'); +end +hold off; + +% Need to return all of teh strings along with all of their positions +layout_info.Titles=titles; +layout_info.Data=data; +layout_info.TitlePosition=[]; +layout_info.DataPosition=[]; + +for i=1:5; + layout_info.TitleHandles{i}=t(i); + layout_info.TitlePosition{i}=get(t(i),'Position'); + layout_info.DataHandle{i}=d(i); + layout_info.DataPosition{i}=get(d(i),'Position'); +end +layout_info.model_stats_uipanel_position = get(handles.model_stats_uipanel,'Position'); +layout_info.stats_axes_position = get(handles.stats_axes,'Position'); +layout_info.x_line_data=x_line_data; +layout_info.y_line_data=y_line_data; +% Clear the axis +cla + + +% --- Executes on selection change in model_popupmenu. +function model_popupmenu_Callback(hObject, eventdata, handles) +% hObject handle to model_popupmenu (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hints: contents = get(hObject,'String') returns model_popupmenu contents as cell array +% contents{get(hObject,'Value')} returns selected item from model_popupmenu +handles.DisplayNumber = get(hObject,'Value'); +guidata(hObject, handles); +display_model(handles,hObject); + +% --- Executes during object creation, after setting all properties. +function model_popupmenu_CreateFcn(hObject, eventdata, handles) +% hObject handle to model_popupmenu (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles empty - handles not created until after all CreateFcns called + +% Hint: popupmenu controls usually have a white background on Windows. +% See ISPC and COMPUTER. +if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) + set(hObject,'BackgroundColor','white'); +end + + + +function page_number_edit_Callback(hObject, eventdata, handles) +% hObject handle to page_number_edit (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hints: get(hObject,'String') returns contents of page_number_edit as text +% str2double(get(hObject,'String')) returns contents of page_number_edit as a double +val = get(hObject,'String'); +result = handles.Results{handles.DisplayNumber}; +LastPage = handles.LastPage; +NumberOfPages = size(result.text_position.x_pos,3); +[CurrentPage, OK] = bounded_integer_validate(val,LastPage,1,NumberOfPages); +if ~OK + set(hObject,'String',num2str(CurrentPage)); +end +draw_parameter_table(result,CurrentPage,handles) +handles.LastPage=CurrentPage; +% Update handles structure +guidata(hObject, handles); + + +% --- Executes during object creation, after setting all properties. +function page_number_edit_CreateFcn(hObject, eventdata, handles) +% hObject handle to page_number_edit (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles empty - handles not created until after all CreateFcns called + +% Hint: edit controls usually have a white background on Windows. +% See ISPC and COMPUTER. +if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) + set(hObject,'BackgroundColor','white'); +end + + + +function num_pages_text_Callback(hObject, eventdata, handles) +% hObject handle to num_pages_text (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) + +% Hints: get(hObject,'String') returns contents of num_pages_text as text +% str2double(get(hObject,'String')) returns contents of num_pages_text as a double + + +% --- Executes during object creation, after setting all properties. +function num_pages_text_CreateFcn(hObject, eventdata, handles) +% hObject handle to num_pages_text (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles empty - handles not created until after all CreateFcns called + +% Hint: edit controls usually have a white background on Windows. +% See ISPC and COMPUTER. +if ispc && isequal(get(hObject,'BackgroundColor'), get(0,'defaultUicontrolBackgroundColor')) + set(hObject,'BackgroundColor','white'); +end + + +% --- Executes on button press in increase_page_pushbutton. +function increase_page_pushbutton_Callback(hObject, eventdata, handles) +% hObject handle to increase_page_pushbutton (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) +result = handles.Results{handles.DisplayNumber}; +NumberOfPages = size(result.text_position.x_pos,3); +CurrentPage = str2double(get(handles.page_number_edit,'String')); +if CurrentPage < NumberOfPages + CurrentPage = CurrentPage +1; + set(handles.page_number_edit,'String',num2str(CurrentPage)); + + draw_parameter_table(result,CurrentPage,handles) + handles.LastPage=CurrentPage; + % Update handles structure + guidata(hObject, handles); + +end + +% --- Executes on button press in decrease_page_pushbutton. +function decrease_page_pushbutton_Callback(hObject, eventdata, handles) +% hObject handle to decrease_page_pushbutton (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) +result = handles.Results{handles.DisplayNumber}; +CurrentPage = str2double(get(handles.page_number_edit,'String')); +if CurrentPage >1 + CurrentPage = CurrentPage - 1; + set(handles.page_number_edit,'String',num2str(CurrentPage)); + + draw_parameter_table(result,CurrentPage,handles) + handles.LastPage=CurrentPage; + % Update handles structure + guidata(hObject, handles); +end + +% --- Executes on button press in pushbutton3. +function pushbutton3_Callback(hObject, eventdata, handles) +% hObject handle to pushbutton3 (see GCBO) +% eventdata reserved - to be defined in a future version of MATLAB +% handles structure with handles and user data (see GUIDATA) +delete(handles.figure1) + + + + +function [window_stats]=resize_parameter_estimate_uipanel(handles) +model_uipanel_pos=get(handles.model_stats_uipanel,'Position'); +estimates_uipanel_pos=get(handles.estimates_uipanel ,'Position'); +estimates_uipanel_pos(4)=estimates_uipanel_pos(4)+model_uipanel_pos(2)-sum(estimates_uipanel_pos([2 4])); +set(handles.estimates_uipanel ,'Position',estimates_uipanel_pos); + +estimates_axes_pos=get(handles.estimates_axes,'Position'); +estimates_axes_pos(2)=12; +set(handles.estimates_axes,'Position',estimates_axes_pos) + +estimates_uipanel_pos=get(handles.estimates_uipanel ,'Position'); +estimates_axes_pos=get(handles.estimates_axes,'Position'); +estimates_axes_pos(4)=estimates_uipanel_pos(4)-24; +set(handles.estimates_axes,'Position',estimates_axes_pos); +estimates_axes_pos=get(handles.estimates_axes,'Position'); +% Note, I want ot make sure that the estimates window is at least 330 +% pixels high + +% FIXME: Fix the behavior for very large models +% ScreenSize = get(0,'ScreenSize') +% set(handles.figure1,'Position',[1 ScreenSize-HeightofWindow-33 WidthofWindow HeightofWindow]) +% Return the position of the uipanel, the axes and the figure! +window_stats.axes_pos=estimates_axes_pos; +window_stats.uipanel_pos=estimates_uipanel_pos; +window_stats.figure_pos=get(handles.figure1,'Position'); + + + + + +function [title_position]=title_layout(handles) +titles={'Parameter','Estimate','Std. Error','T-stat','P-val'}; +axes(handles.estimates_axes); +t(1)=text(.02,.5,titles{1},'FontName','Tahoma','FontSize',10); +axes_pos=get(handles.estimates_axes,'Position'); +set(t(1),'Units','pixels'); +t_pos=get(t(1),'Position'); +t_ex = get(t(1),'Extent'); +y=floor(axes_pos(4)-t_ex(4)/2-10); +t_pos(2)=y; +set(t(1),'Position',t_pos) +position{1}=t_pos; +for i=2:length(titles); + t(i)=text((i-1)/6+.02,.5,titles{i},'FontName','Tahoma','FontSize',10); + set(t(i),'Units','pixels') ; + t_pos=get(t(i),'Position'); + t_pos(2)=y; + set(t(i),'Position',t_pos); + position{i}=t_pos; +end +AX=axis; +hold on; +for i=1:length(titles) + % Now move it so that it is right aligned + set(t(i),'Units','normalized'); + p2 = get(t(i),'Extent'); + % Need to get the right points of each label to do right alignment + right_points{i}=p2(1)+p2(3); + axis(AX); + x_plot{i}=[p2(1) p2(1)+p2(3)]; + y_plot{i}=[p2(2) p2(2)]'; + plot(x_plot{i},y_plot{i},'k'); +end + +hold off; +tt=text(.5,.5,'$\alpha \beta \gamma \lambda \omega \nu \mu$','Interpreter','latex','FontSize',14); +row_height=get(tt,'Extent'); +delete(tt); +row_height=row_height(4); +title_position.Titles=titles; +title_position.TitlePosition=position; +title_position.x_line_data=x_plot; +title_position.y_line_data=y_plot; +title_position.RowHeight=row_height; +title_position.NumRows=floor((1-0.5*row_height)/row_height); +title_position.RightPoints=right_points; +% Clear the axis +cla + + +function [text_positions]=compute_text_positions(handles,str,title_position) +% First set up the texts + +results = handles.Results{handles.DisplayNumber}; +right_points = title_position.RightPoints; +actual_rows=title_position.NumRows-1; +for i=2:length(str)-1 + % first compute the page + page = ceil((i-1)/actual_rows); + + if mod(i-1,actual_rows)==0 + table_position = actual_rows; + else + table_position = mod(i-1,actual_rows); + end + for j=1:5 + switch j + case 1 + % Latex string + window_text{table_position,j,page} = ['$' str{i} '$']; + case 2 + % Estimate + temp = results.parameters(i-1); + case 3 + % Estimate + temp = results.StdErr(i-1); + case 4 + % Estimate + temp = results.Tstat(i-1); + case 5 + % Estimate + temp = results.Pval(i-1); + end + if j~=1 + if temp<.000001 + window_text{table_position,j,page} = sprintf('%0.3g',temp); + else + window_text{table_position,j,page} = sprintf('%0.5f',temp); + end + end + end + if mod(i-1,actual_rows)==0 + actual_position = actual_rows+1; + else + actual_position = mod(i-1,actual_rows)+1; + end + row_height=title_position.RowHeight; + for j=1:5 + y_pos{table_position,j,page} = 1-(actual_position)*row_height; + if j==1 + temp_text =text(.5,y_pos{table_position,j,page},window_text{table_position,j,page},'Interpreter','latex','FontSize',12); + else + temp_text =text(.5,y_pos{table_position,j,page},window_text{table_position,j,page},'FontName','Tahoma','FontSize',10); + end + ex=get(temp_text,'Extent'); + delete(temp_text); + x_pos{table_position,j,page}=right_points{j}-ex(3); + end +end +% Set up the return data +text_positions.x_pos = x_pos; +text_positions.y_pos = y_pos; +text_positions.window_text = window_text; + +function draw_data(result,handles,hObject) +% Resize the figure +set(handles.figure1,'Position',result.estimate_window.figure_pos); +% Resize the uipanels +set(handles.model_uipanel,'Position',result.model_layout_info.model_uipanel_position); +set(handles.model_stats_uipanel,'Position',result.model_stats_layout_info.model_stats_uipanel_position); +set(handles.estimates_uipanel,'Position',result.estimate_window.uipanel_pos) +% Resize the axes +set(handles.model_axes,'Position',result.model_layout_info.model_axes_position); +set(handles.stats_axes ,'Position',result.model_stats_layout_info.stats_axes_position); +set(handles.estimates_axes,'Position',result.estimate_window.axes_pos); +% Draw the model +axes(handles.model_axes) +% Make sure itis clear +cla +str = result.model_layout_info.model_text_strings; +pos = result.model_layout_info.model_text_strings_position; +N = length(str); +for i=1:N + x=pos{i}(1); + y=pos{i}(2); + if i>1 + text(x,y,['$' str{i} '$'],'Unit','normalized','interpreter','latex','FontSize',12) + else + text(x,y,[str{i}],'Unit','normalized','FontSize',12) + end +end +% Draw the model statistic titles, lines, and values +axes(handles.stats_axes) +% Make sure itis clear +cla +str = result.model_stats_layout_info.Titles; +pos = result.model_stats_layout_info.TitlePosition; +N = length(str); +for i=1:N + x=pos{i}(1); + y=pos{i}(2); + if i~=5 + text(x,y,str{i},'Unit','normalized','FontSize',10,'FontName','Tahoma') + else + text(x,y,str{i},'Unit','normalized','FontSize',10,'FontName','Tahoma','Interpreter','latex') + end +end +hold on; +for i=1:N + % Now move it so that it is right aligned + x=result.model_stats_layout_info.x_line_data{i}; + y=result.model_stats_layout_info.y_line_data{i}; + plot(x,y,'k'); +end +hold off; +str = result.model_stats_layout_info.Data; +pos = result.model_stats_layout_info.DataPosition; +N = length(str); +for i=1:N + x=pos{i}(1); + y=pos{i}(2); + text(x,y,str{i},'Unit','normalized','FontSize',10,'FontName','Tahoma') +end +% Call the function to draw the correct page, presumably one +draw_parameter_table(result,1,handles) % In the initial draw we will always draw page 1 + +handles.LastPage=1; +% Update handles structure +guidata(hObject, handles); + + +% Finally update the UI elements that have to do with the pages +NumberOfPages = size(result.text_position.x_pos,3); +if NumberOfPages==1 + % Easy case + set(handles.page_number_edit,'BackgroundColor',[0.5 0.5 0.5],'String','1') + set(handles.increase_page_pushbutton,'Enable','off') + set(handles.decrease_page_pushbutton,'Enable','off') + set(handles.number_of_pages_text,'String',num2str(NumberOfPages)); +else + set(handles.page_number_edit,'BackgroundColor',[1 1 1],'String','1') + set(handles.increase_page_pushbutton,'Enable','on') + set(handles.decrease_page_pushbutton,'Enable','on') + set(handles.number_of_pages_text,'String',num2str(NumberOfPages)); +end + + + + + + +function draw_parameter_table(result,page,handles) +axes(handles.estimates_axes) +% Make sure it is clear +cla +% Draw the column titles +str = result.title_position.Titles; +pos = result.title_position.TitlePosition; +N = length(str); +for i=1:N + x=pos{i}(1); + y=pos{i}(2); + text(x,y,str{i},'Unit','pixel','FontSize',10,'FontName','Tahoma') +end +% Draw the lines +hold on; +for i=1:N + % Now move it so that it is right aligned + x=result.title_position.x_line_data{i}; + y=result.title_position.y_line_data{i}; + plot(x,y,'k'); +end +hold off; +x = result.text_position.x_pos(:,:,page); +y = result.text_position.y_pos(:,:,page); +str = result.text_position.window_text(:,:,page); + +N = size(x,1); + +for i=1:N + for j=1:5 + % Draw the data on the correct page + if j==1 + text(x{i,j},y{i,j},str{i,j},'Interpreter','latex','FontSize',12); + else + text(x{i,j},y{i,j},str{i,j},'FontName','Tahoma','FontSize',10); + end + end +end + + + +function display_model(handles,hObject) +% Check to see if the moodel has been processed. If it has, go striaght to +% the draw model, else compute te strings then draw the model +results = handles.Results{handles.DisplayNumber}; +if isfield(results,'TextFinished') + draw_data(results,handles,hObject) +else + % Generate the text labels + generate_text(handles,hObject); + % update handles + handles = guidata(hObject); + results = handles.Results{handles.DisplayNumber}; + % Draw the labels + draw_data(results,handles,hObject) +end + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Function to do integer vallidation for ACF Lags +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +function [val, OK] = bounded_integer_validate(val,orig_val,LB,UB) +val = str2double(val); +% Test cases +% Nan: return old value and OK=0 +% <0 return 0 and OK=0 +% + but not integer, floor and OK=0 +% +, integer, OK =1 +OK = false; +if isnan(val) + val = orig_val; +elseif valUB; + val = UB; +elseif floor(val)~=val + val=floor(val); +else + OK = true; +end diff --git a/GUI/OxLogo.mat b/GUI/OxLogo.mat new file mode 100644 index 0000000000000000000000000000000000000000..6e6926945c2ea306fe60ff9b7212484c0856344c GIT binary patch literal 12247 zcmb7K16w5wqs(rzecEi>_Ga6zlWl8Hc5Sw~d9!WXw(tA>ggej7ZUBIZtQAqM(XImOR8$@N-E-JNy@_W zA9-(R2U)#PrQ!Iux5jXF2i0b@z3B@REQR^jLfFq6D=2 zDFwyzWxn?zGzq8IvF9|<{o==F@xk``!P6e#3w+)7zjHBUDcV@e%%Xa-(`xs9MPYeo z8!KW&AiYB8|2jo%Oz6cWlT7QdUz+R6C}!e2%rvkb-_Op|n22V;4Ma8mpgH+!b^LOM z3U>&t9Xa3&H)jo#t)49_2DZ!do;dWhy+nu-^yM~;CSc)}if5E7;Y|9oS%Z%YS?Z08nZ#pmYw!xgKSx{zA@ii(f7p)it!t;V9WYrlUw z1$*&3Neh;<-!zGi472GvgbvJZ5@H^hvmzwGu0SgqC|LG#nO@tKGJfZ220^w& z9|t9h1WM8>YMkqxcL(fQb0hT!*gjDWj;^pFV!P6+d|RgIHA z{yFcYW{O$a(e4MZE!z4Wh%hH99SqFvbI#aeGRV2~kU#qThTN{7ZlD>ZB<|a%o_m{T zlb&+r)8IriyYNg3OB*NYCo&%=Q|MLKY(pNRsgh z4JM9~FUJo*kaFd>(bUIQc;L&w%pEo@36!T|4i^y7N9g)A4$tzHSbelNP*qCM_#I&8 z^771P306- zhw)Z=YY5<-8Du&Kt)Pz0f;;&ikM#CtU~a#MNq&TxqF-xp4EQ(LchLv9BWGi###9bK zeq>|P({Z?5Ss~|R&SadTl9$`7W2Gm*Y32rle0J&T9n0($VEe?nx`e86LxXHta4L8T zGMouX2}SnLAid)_uXlJjQ}Y=g?btGBmTRs0cFtx+*xHBj^{s_@74$k0o#A^E%Fj~2 zV4^xDsH(g+9|jgD?nlAfXR?|kYJt|;_ry}1uf>=z#EjubKM;8!-Rx}$E;ciEa*J@E z$IoMRnzJ#?29ra3RPN9yjO7#@x*^Iv$lp5Pkr0|W#M;MI5IK?4Dn_i z9NX6bFyO@9k*0-!c32}V+_@z_^U-?FOuBh)Y!_a~XdSF->~u{koRv5L^@rne*6>cj23@H?O~oqebFUwRm7=GGQk(6m zV9H1hzRODxQd7ALt!mpH>bmU6^CLX#0K!*uDOn~bz6a$5IO62Np$%%mr2^p-nUR7p zGX^bGO!k1Se{~eQmwG_+_8Mf3^7GTkSqQp(Wc7Jmp{kX_#@ot#YKJZeLtIrR zGR|l;ePhlE^#*6+Rs2S#>=oq=IAL>fPpFPm23_=SZeRV6tz0e;Oe%i4rOI-RG5UN!h(mlp44E}(RV7Yul1Ot;vB-0f4&4C~Tm zn^~;yGvmm15nZUxglc&SiUyp%yR2j|_B>Qx zO9|itXf%%a+_=6U9{9DNvQyt=%c89yHlF{MHiWgE_c+B{c-r1}P$Jx8h0qLZt3>z7 zWHQ_bBL1;Y%>N68XGhls1T@I65R3c)vn*6!)kLWsC2s*)?q(RSD1l6D7nC7$4I?>B zE_Ob>Tn@Va>J%a_ftR&ye;j8l7@2aL_2;*iA^dRVL95@qFf=QRR8!Fi*%^{yHjYyC z*L2hS_~Z}1ppLc2r!!oHZ>VGuU=XCrV)RxvAUw+c~&Mow#`ut-`-r1ARnGdN4# z=keTtSB$B{F=rnm`&ibgIdYMo1_RmR?ZXLI<&~h8bC4t=tT*J+-qow&cIcv}?yi~d zRO?S-e`$6|GHY_*v!-k^W^BxE#ybQ&9FUe2y~mgrcZz0Moc7)fWHL8TBiS~$&DtzHGqwDO`DQw(4P;gnpIA^{nrOu zQ`ng5@VTFw_!z}v|rn5_<2a`I>>l<1YlyC2Axoo!wyM)A?L+h9YC&Y z25Ng|A!AfK0btq)l-Ks$fa+BM1{>4S*2B-=x=RS@1g zidq@f4Ldx8-2q^d?o7Aw>R-tIhd&$wdt8_j$Kn*(bu`hl$oME6A6mc1IFCC&<<(f& zt~)-sy^KAoh-4?0OV5|X_Sv!8x21E`z%iqt2K1X`QF|(~Q@-i#L#H=!2g5Zh*z4b5 z^zKJx=CFI61`Kyw*L}Wwn-~J{QWnpSlR@ zR27toF`2{e7J79A44tX%wtdw)!TfE-&8u$B7tkp!$DC!88xnvytx?VM??k29o}Zwk1htki~>L} znNzY=Md!NXVBZH{f}v`8e)YS5<2Z0ECp6QB!JOZGNXJ*v1*D_n$wAJo zL9V*UIIpJ)_o;)Q=#9L5-pT&VdUqFL9i!Tc_rN?z5u0e3KMQUs(7%gpplZT3&krfTbY7@M;2K*n z#lCjCR7}hEjkF}PDQG~jmJe_N?`>Is4SI7KbwBLD+JP&=cYO-^X|@%n<2d_KbxJaj4R zY6bFR&4#+))9_+zJnt!g^xeb!?@Ksv1$Dx$WU;YaD!o2d(!x;cg`P}IY(Sc` zd)VVg96OL|Q$qFkXW2{H9AaR?V)M-d%Tv2&(|{IMW6ch6Xf&G;k*uPkqI~3bm&f#0 zmrRs`;~r^Fa^LX;;<@K6=82vVHC7SF5^99* z@E==7AA0-(*3Z$n1nNa9In7!>JCh_Mx9bYpE!VCHW+NP^4TUa`5#*|7B`szm2^i&5 z_K1w0gW`0;Y&&A^49bGB2OGaDeUx+)7#iImoYn^yQ>4vT5{-P0WqSftbOLsuk*n7W zm4y#C87y?vVZ1h%mqM(awac#^y*J0Lhn3J3nx8zdDI|bk`N6nPf>jfYe-t{hu8BkpBLvoF^&k1xTN# zD(LIo;GE!CsM~|=^2|v))v6i8>tXi=-3T7T?B4ovxwXd+^4W+tspKj0$xVa?#Y`b*`;l40I{z zOE$Jg=H9i35xc-jE&iGP-s~-A%q@q4IP|DLw<>xoLftQSwJw?z$F4Tw132L~t5K@Gtfjb-g_P{D-RRxHV^@j})I_-jC$~ zB<9xN9R4{iX+_6CtQ@bH$*3Wp*~_Y~YXUPWy#*lCOsS~5U71>qw6p&QQszM298c?I zfx%3wN5ZDyL%5L9Jr8$AK<4CJyY>_WUMOwfN(xWHsRwX`-TgK`&Luo{Vl>89G7Q-J zmo&=ySXNuyvry#PD5P&^rl);kCtYZH6=*iBlI8 z8bJqiAtKId0XEA^g?2fLl(7TWFcnJm3bhJlpZ)SM5SL7qiQpR(%J;yABhXv%ujLJ` z-|cdi(zatFUbqy@VYRt-R804}I=gU1rV_{lBIEudiVb&;*rmVPv|d?mG&*uCPrDrG zLnT@n@bNi&*}9WNg3GvwQT=K)cEfrte|NMfBwoGlPhFX)#_!|{^vLUkxQ7p?-^{sm zAx~ryvcWEUdyxH_UzZ9#UiC6{gCm~Y@kfDL}|Sk1O=Hk0|iB{TG_?K zR9;M5)mVF(qt9G^dNWV-3vS~Rv&Bc~)hU$#513YJzcE98oW$Llg$d$g$ogG$wog5` z{Z`Xj(YA=a2W=x6cOi+57svm5J=UL}&?+?rgDnsW;l;^wiA)h3#Y&YgDY_wDHp0xK z>H=8st_V>uAI_f;9^-Jnr+XY`Hm#rjmMIspWI)3=M>X%!8INPh+J$kCOfamnBs0d& ztDBMzaDQ>NSiMVH;4|rg_4;?eWAy;uF(K<ns9}*O~sRSb< zsk4V++k=K!4BVe(+7NQ%B6w+%pkInXNN|ip$`zn;-Tc~cNRl-+FY{%y!l)xKsiGYW z*6hK^i%dQ<`ZE^m|EGqdeo#NcQMjsdOTcBbUG~rHu3P4y(p1eWXMKyI@z33N)=J3m zQi3GgV4w77V;F;3C#y;e&uo_0J$iJ&RNaJ=+f;n1yYSkMFvX~FUNgVN)}+Yl$c?E6 zPOcb*lROO)r|(D|i&%9Bmz4?DweC6HTfl#H-}iT{c7&mtRL7U$l}8WLbH{Vqb;-t0 zL%XQiND72ViXkJDurfFp%!1&873I3%uo6t@;;07$_tTELi-wejCUcr~kLl#icDCaS zT3VJV$LDMT7mHl4W3RmD96Vf)$1`Gj8QhRa?291>4b&mHe}7cv<|AN8hi1?Up@BIf z>R%!7@C;kD#N9ZZt{Y`++ANo##5LoSLI>|`=hH4Q+7C*Z`-Uj6O5q!47>QnDkGo?(~^a$=7ew_Al~w~ zi6Quwnw~@ImoAB1@3boU>a|e}S_d!W%26Gf@Z%g4@Mf*pOlrWM7K#lVgbl{5D!J%k zJQU*;=DLS=_LR#O!wH*|$vp{j4yy~B{X(k61X3E~ikC_>NJ~utmIqsCDeB`+{GJ9N zUthE%&x27%i=Pv!Bg7lLB|M%3;9X+-prF6lx?W*jEnB2ERu`GnwprFD?tk~5epp+R z+mVR1Sz1U?o$q+T66eT()=_OE*zX~4-!IyeFf*yJ47?oHsX*8DsTADPN2>w0cGV}w zq`zZ$dAWmF;L@TWKDD0*DMlJ2M^)*Lyr~qY>d}-PzhKy?Kh9M6_TVMmvGe49j z2XCUjRSp=lwvz$UNUI)2(b;epb1Cu}gkWW*{8z2@Xl>rAHXS7gWjHhWcI7Z+i?t-M zKMC}b?aaLRXLKs2u4^i;CX_L8s$sOV2aPnb`N zGV46mAPSWI)Z<##KzJ8*UsG4|52IhQ$ZR@%cgMn3y)Me;@wrM!njMaplKMs?!g9%< zr;|c~k(w@DA18NQ7O4Q;c0>Or4#H__RSZY<8^=;O*Q8D--}UYPEJBRPV;9vT#6@k( zNbT)a02g|>MtbjBrqV`2r0kQ+cmyKH0O&cpml`5&dP^vD^bg85q!}oTy6@DE06e~lO8|L znuB!bP$Dp^J)AOJmPr=sIzxvTytUkJ+k#PKz%Ndl`!qq(M)M0<{2eCIKK9iU7OkDe zd@&T5=yenqzotN;4G9W*sm;>rW>MAEV8@OJ|4Qy>@uB7?0~3^E^{e508sSf>&$NX( zK6y2jWW1M=*&5A;8_1@oy?YpZt|KnIx);X;_G%<#+b>?cuHO3XqJ8BfjP}ktUWG?$ zCL>p&{``43RwVmpXlv%1qHRj_;OIfiFvdiw4R9j2oEV&1pB-*sbRr%1`tnS8z3sxM z#;br?OpA{dUU(ys6YZyZnb;gjKA?^{vH$C)o1Z+`fGY213|vuhI@arDld%M&YQvdK z-ja)3e=S1`oUp!CD}D{e?!}YisA?k?6XcUC(TkMT^$_L|?%}1fZ5RCFjM(eL6)tGoq z>H`PjL=`6v!2)$u_dkb4_!nLhZq^G7K8y9k?Y`f$-t+mS%bzM5@4t_r`tl3Rm+`%n zOw(D^d@F}$Q;K&G;>V5F+kNq?cC_}|gQULR*;q4$VKc4Y*9J>Ax~t;xO&NslukCrD zb6}|c*qbN%bop`Fqx(ZRt z!5J0KO4N%)oUR(JO*9Rx2}AAO95&EcQ{zHG-LW^a$v2=X!==T=O))tS4-ZYC{FU9y z)TGpMj%W8L@D7xvH@nuBrF}~u_qd@@xEes~jCq72YN_mcAX^yEkO!BgmPh6fH<0UV z%CADrkqH7R>mY?kjTR*-RhOpPA$-1XS#~H=gl*^O`m~yN+81Ml0?A)NGjXN4@wP>U zDRDgOJ{k$OEE+{7tzwTn=yT*1{*#j7fR38*D=X4Zpq3lYBp3r3f&cpZ!PGIGV{VQ8 ziyI-}79T5xj{2$8PM!m2bDXwzlO!MVOP0aCqoiy##E=hKY<3)LR1n2tio$+zvI&CO zxuXJ&GjF_z4T1*Rx+}wnyfJT4A#D!6bx1Ir7)e47OtL1J!bg*miufels#S}8g3y}t zH0)=%B!u9)uUjq%wh=~S*p23&X&$!=7ZPwXt%di*hq3EorGKQFNk>QWG}Ktm7z)w) zwzb`D?->4AFDdV#HdmaxMC)>Jp3qwIgAum>PfnlAtL0!JyUIcw&*2)vc_`aWYia)L zKMO?re*$&s(^o?2z)5O%K-pxizKkD=ga}=?p0}%1itS6`HsFN#_=y1v`($xL!Mua% z$@$S^k?`a4RsnxgEFm}A0+CL)UGmoDmxsWLw7pXaEY4>4lbkz+mAhNA!Ak1$B0oo| zeeD{@<3)tdF!Z;JhK;FtsB9gct@t|+edw5-;@Ra52ObBQS?r~?b<3u|#wo84JCWKp zuP9sM>#AiRiO?C5$dB|_c8kH&mNk7MC)B2kc@Zdm-mOhcsUC+V;jSIv&gyI}eJ3w! zTKZfre!#_+I+dqcb#(f%10loV*?KPI?cj-VtU8Gwy6^PB63zOTl4AxKYR+WHXv>n} zgXgZzp%xEc$|n5g?G6t4vl(ws!`PM)1C%{pNH|SlzXBjCFHbqf0LQw;^ua*WRBJz%6HaK9xM6eGm zaWu0s{@OM0H1+s_IxI1I8hi}FZ!3NOe60U~b5#>t5^QVG-&OzP-*KtA9{i!yEPJuO zjoBB$m%HE0*g|^but<_#YNb`c50b)>S>$s?DH-hn1i=X8JZdUjU>J|J}JB8ExQJ}&(m&3+` z=}A53&tEcF>`!6An)Jlz-xt9xBf~eyMkr(PL`7LLz5k?vr|f1vKKpE9gF!nR{Gl+l z1G%wLQSq^G39)YiXDhcOlzAb{&pwIi+vld$R%wXtSGYdwN2|paJUs^OyJbgN#GwMh z0dL0lB)Zg!15_WzVbwWFZXTjJ|BfEDvgoU`)SPmt zyga?a(kxG?p8sYbYZ@Z!aK-H%QbNIooN%0H=0gXhN?M!M-~Xwz`U^5$zEn)}$f=x` z1rAa$0X0PaKz}+_Ir;$fsj0%<4Pnc>KAwy~_d&Hrs2C-=bqg(Q<}NbMgGA+E3>&0g zpu@@u;48Mi19`J5A9^|j>7Bwv#Fh5SWJr7Hj&a;q?#Tq1_Za4)qjhS*;E#rdK(#~P z)e$gLg354+TF8UVamJ=SteA%dY@#ZHric}uD;vB_6%Bubj+b&|@_tr*rsv)BG~K#FUVOpb8qdlcN>Bk7WYVS*ki!=}wm7!x>oF^Q&7+ zJVEKIUPNoT`defq$+kvA>n}4DcK>zSR@Q?k_zLAxlb5ySWuzI8xg!}Ph|o+7!xE(E z?59uPzhb~H{!fzelxu1)GLl5BGh$e1dxzbOyx-@H{zL|jkOmsmj9_fj9t=IjDe}DN z1Oa=K;`4JAJ$@T|o1!04IL3=-^^6_M;_er?XC&T#-zz_9-0;0UcaZ#w(^>=YH2$2; zliSe?yvTVI*xOuOet66=-{ewbOIQT3(&+I~vY7UXuDsWQ2(GV}xi;bSp9g!so*Nxo zh<#S7Q)Ml|^DJv~)9;UOii&K@ar2*l^(90I@7fg4k*;iXtlPCIc@bSEJ-I(qC$mP0 z(}E`c)c^A_S?VR;NP-H-+&cu+@^2%?8*Sdbu`mR1#-0t|P)C5YEh4hV`KRv{mUl52 zHOr!j@Z?zAx@QX<-*CP$=5$BcvEMZ}S&_BM)yTO|)!mn9skFtbJpr%TZ|M&MTfui5** z@ymkQ(Rzjg^MyNZ@@TaPBQ%fw*ey2W6(#z90{8zpYWf#lh=6145a&_;`*A*Pqqt3x zZ`yTpUXH2lRfulbAnt4shu`PXNAvreUw{p8e~`f-87<6rRA@rB zm5J4mi4Yf{m|gcYzKN5|KKjVUwjbT{FAMEFm1qpF@O(F7zgzUF%`d>v96r}Yo}(xS ze)aEe1Tq1{)4&F`I$w66(EWVEasRBf+)u)1=m^w5T59&i&`S3RHr|w790LsUai2RR zg88He=ly9@O-VB54PMt6xDL`h8I;NJ(o z72D8G0l@_uCPx2MW?{$dLEGK@oH}pz;hO4tChWSqNhtdfRO60g#YB;d)2e2mz4rD#s#_^MbhU73eD(2yWm8Pg=p-pI%3^7!m6#4 ziGVX8I15VLoF#zdG}F9w6i3kScWUDd;wQNL{e8D2oVr-ZF)>qxGcc_u%i-23rSq<2 z{w0E7F?jV_!k=O%f+;d&a~h3j+d5Y-@HyqTsJ*UJ&zxO(rAzb;GI z>mEacjO#b_U`8m^)3|?WQ+nh+Kj6CFGl+VRdvA9#-vGb10${-Lf`ILiVx3?~u!3@S zcyCa-jd4~bLD=z-cC&fT&@^`XQ(8I4?|m#RW_jN5K@4IgmRhMrd)o@f?z%oRKx})M zRX0YuF!d4F1ZR4DCE2DqCBo^%#xb|z;8;u;*{~Sa6<@G&o52^ezO}R~Nr7S>0$HGb zI_F^0#K&9m9~`=PE~UwG=(FpYF02_;yKM!vOPiGL4a(e{u=1 z?Om_AwK=@w5G7guxJUdlxgTtTC+C%+Z=P3xYkKiBEjVTZoWqdRhqMR4nDq_`{lc?a zqF`%R)W&P#4U3aoGODy}!-}H?Ia#7|0n577W+SATicB*3z(`@rFmMTV5VXBV4iyCqXan+!p)kfRPXW8;gr}U1QMQ$mAEkFt2g~M5Yt1au^}tkM^3#g zR2g_K^-&fzBb+f}AOE>MrM35%;q=(B;*BGr_Oc#FL72O=p0<6jyjSxE+A=nk^^8*2nSNe)C4B z-BJ|vC%W5R9{JEXCsZGT@5ZxA$1d2B+5Cq5UojS^`KpUQiv3x-&2+6GU!b_~lgU}q zbgxZPVZoVgui&A%c&b`D)z#X>ZLBXs zVl=piyORNv8n5*GK^vUDo1Z7d?tP7EquN(p{ZhF&oDwq#`}RZY`n@yZB8cl7dL`7F zaHSCnb&$hBak-4^-tJ!)B^v*oWizJW18e>lS@@7Ecu*~|+`e=9L)H@usap>BSGEk> zG5;KM^ej%>4~D1?;$^j;{t8?X!mhAHA+GO|IW;T2YySVWmJ{a&_U!KPAVg?RQjNh*I>T14tuzp&k{Bew$( z7aQkmvwan4Eh&ifFBbYJ7hsTH+esK#CiHjA`k-{N|9Zy6z9)DE8V0)^6uTIj=cB0C zoAk?KM)y3Y-X+#=AcW!j$#SLBaA)2_PD^SHV$+X&5mFq!gQZI@l;Z^@*e1MKdWx6Y zqAHshoDmJA$sA1&!d!x_9_VFnXi3!}k%Ap+Gijja+D}QfXzG1Z?w)9mUk}zwKkF(8 zRDdN|Vbh9J5J8QNMpH_Xtry&l1T?;*nC{bPp3N@!x%+taVk8MUDU?i^nro*R9=}Hk z%#pQ~p)74ywfJ-8kAVM;hWbwNYvd%KbyBkN)CQLpzh1D)$mZ^2>6fyM?0GZpPf>-I z;e_Y3B~!;nvTg=y92RdH@a5S2@n^X-UJxEw6&ne+2bc9G&Xr7!11E+@4!L`(lJv&e z*~`v5LpI%`VZ3!>f1SAeh!Vy~0?OlYJEtJ9^^20;~*nM$jZ581LtDHv%%vOn8PVweC$ zo%~QKiOISgPUtwq8tUXKY!|=0x9$k|Vjus4%^0@L-C(_><>Hr=;f`8OEDLM%@SBGY zp>Kt=a%7=9J;}B+gg96Lu7o;391U5{HU}kzX_`_LCz8y=81EnAZK{Zi<9Pa8FMc_5 z3VWyCTi1rDHxb-mw&^NV$CZA2WZW-o$|RCqf{cAhy;?|#?)Knje;8cF-^|RB-PtXx zw5Pet9$x|8*ve00}0mS zK6HjG z!jvMjdaA!4Um1bLA~54XAFz~78T`)}mIqU#T%|3771iczQlIv)MFswYSmlcC!;f`) z7N8TB!KB7tHVLd3iz$F*lmN(ncMU$}Vr^=RU;t5d2JX22MyjLduZ1!AW!lcQJnQ|f zi6HB+Gftlq%WGi$#6(huFNCa2K)#>47+iXv-*6Jtx1FbWhA>vl3uCdj3N#L@)elS6-!;>dyRDE25a zf@(#%Lr-toM&hTFMAd%fXTN;#ly;^$;BvU`yns{-kGwabVVv+c0mi>qYs!;$iimcv zV5P!I$e`VJ=j_vU5|8Scb0ijiqsh0oRZ-)yIl5R#GCUxg5yZ0qm`Jd6;}-Z}>vvm^ z?T9Bk!7KT*yCn0Rj4|Td5V;JfQC$d}D@=IfVx+L!YJDiNFgS11%6dkiJ0|;qs=k;U z;jQ|-C`Xg4Q^H}kOihCoExjhGd+zV`aNw0@trV1-z1x!H`wPKSBXRHZmsOCTIvoui zl!%)__OhIMkn$e;u68%7@OAwVjff^h%C*>86$S?u!@hqgz3rlG6$enHafD?{0b)vK z=bGn=krhXBfp4H3Ru6Un!TY!W6p=n4?Wg4EB>5V8-Bt<1ElF~jP285CpsKU+M<+el zzt6pyB`TshC@<-Q$*c5k)9AdwAB*iERWxTSw`Ms{w8nSB+m(8gs5v=aj0{_3-ZsTlMk~)G^r$#9npa8*|>rJJG)Sa$sG_yhL!%o<{9-8~V%e3`$ z2vb>-m7;K(A8h-4#3BvPukeoPa5?mbj4z2%4Sz113%xmBN8No$_bq(Z>W9CllQD~b zQ3G$1M}9{YhifR~euW)+IJ;R5SY+9R6FF~=t%j^FCkVDRQSCP873vcen=>%LA9l)- z3v3EpM;sBMeG*_{KW&4)VJPP%H2!yyr~gl$+54tOMowTRoTNvAbELfphy7sWs4fuo Y0bxr1-rbHS;A+|MvXEdVx{!DO2j(RDzyJUM literal 0 HcmV?d00001 diff --git a/addToPath.m b/addToPath.m new file mode 100644 index 0000000..ac716f3 --- /dev/null +++ b/addToPath.m @@ -0,0 +1,73 @@ +function addToPath(arg) + +% Adds the MFE Toolbox to the current path and optionally saves the path +silent = false; +if nargin>0 && strcmpi(arg,'-silent') + silent = true; +end + +dirList = {'bootstrap',... + 'crosssection',... + 'distributions',... + 'GUI',... + 'multivariate',... + 'tests',... + 'timeseries',... + 'univariate',... + 'utility',... + 'realized',... + }; +optionalDirList = {'duplication'}; +mexDir = 'dlls'; + +for i=1:length(dirList) + addpath(fullfile(pwd,dirList{i})); +end + + +user_entry = ''; +while ~ismember({user_entry},{'Y','N'}) && ~silent + user_entry = input('Add MATLAB work-a-like functions? [Y/N(default)] ','s'); + user_entry = upper(user_entry); + if isempty(user_entry) + user_entry = 'N'; + end +end + +if strcmpi(user_entry,'Y') + for i=1:length(optionalDirList) + addpath(fullfile(pwd,optionalDirList{i})); + end +end + +user_entry = ''; +while ~ismember({user_entry},{'Y','N'}) && ~silent + user_entry = input('Make path permanent? [Y/N (default)] ','s'); + user_entry = upper(user_entry); + if isempty(user_entry) + user_entry = 'N'; + end +end + +if strcmpi(user_entry,'Y') + try + savepath + catch ME + warning('MFEToolbox:Path',['There was a problem saving the path. The error was: \n' ME.message]) + end +end + +if strcmpi(computer,'PCWIN64') + user_entry = ''; + while ~ismember({user_entry},{'Y','N'}) && ~silent + user_entry = input('Add MEX files to path? [Y(default)/N] ','s'); + user_entry = upper(user_entry); + if isempty(user_entry) + user_entry = 'Y'; + end + end + if strcmp(user_entry,'Y') || silent + addpath(fullfile(pwd,mexDir)); + end +end + diff --git a/bootstrap/block_bootstrap.m b/bootstrap/block_bootstrap.m new file mode 100644 index 0000000..95ecc7b --- /dev/null +++ b/bootstrap/block_bootstrap.m @@ -0,0 +1,77 @@ +function [bsdata, indices]=block_bootstrap(data,B,w) +% Implements a circular block bootstrap for bootstrapping stationary, dependant series +% +% USAGE: +% [BSDATA, INDICES]=block_bootstrap(DATA,B,W) +% +% INPUTS: +% DATA - T by 1 vector of data to be bootstrapped +% B - Number of bootstraps +% W - Block length +% +% OUTPUTS: +% BSDATA - T by B matrix of bootstrapped data +% INDICES - T by B matrix of locations of the original BSDATA=DATA(indexes); +% +% COMMENTS: +% To generate bootstrap sequences for other uses, such as bootstrapping vector processes, +% simpleset DATA to (1:N)' +% +% See also stationary_bootstrap + +% Author: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 2 Date: 12/31/2001 + + +%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin~=3 + error('3 inputs required') +end +% Get the length of the data +[t,k]=size(data); +if k>1 + error('DATA must be a column vector') +end +if t<2 + error('DATA must have at least 2 observations.') +end +if ~isscalar(w) || w<1 || floor(w)~=w + error('W must be a positive scalar integer') +end +if ~isscalar(B) || B<1 || floor(B)~=B + error('B must be a positive scalar integer') +end +%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%% + +% Make it easy to do the circular bootstrap +data=[data;data(1:w-1)]; +% Compute the number of blocks needed +s=ceil(t/w); +% Generate the starting points +Bs=floor(rand(s,B)*t)+1; +indices=zeros(s*w,B); +index=1; +% Adder is a variable that needs to be added each loop +adder=repmat((0:w-1)',1,B); +for i=1:w:t + indices(i:(i+w-1),:)=repmat(Bs(index,:),w,1)+adder; + index=index+1; +end +indices=indices(1:t,:); +bsdata=data(indices); + + + + + + + + + + + diff --git a/bootstrap/bsds.m b/bootstrap/bsds.m new file mode 100644 index 0000000..be9ce32 --- /dev/null +++ b/bootstrap/bsds.m @@ -0,0 +1,176 @@ +function [c,u,l]=bsds(bench,models,B,w,type,boot) +% Calculate Whites and Hansens p-vals for out-performance using unmodified data or studentized +% residuals, the latter often providing better power, particularly when the losses functions are +% heteroskedastic +% +% USAGE: +% [C] = bsds_studentized(BENCH,MODELS,B,W) +% [C,U,L] = bsds_studentized(BENCH,MODELS,B,W,TYPE,BOOT) +% +% INPUTS: +% BENCH - Losses from the benchmark model +% MODELS - Losses from each of the models used for comparrison +% B - Number of Bootstrap replications +% W - Desired block length +% TYPE - String, either 'STANDARD' or 'STUDENTIZED'. 'STUDENTIZED' is the default, and +% generally leads to better power. +% BOOT - [OPTIONAL] 'STATIONARY' or 'BLOCK'. Stationary is used as the default. +% +% OUTPUTS: +% C - Consistent P-val(Hansen) +% U - Upper P-val(White) (Original RC P-vals) +% L - Lower P-val(Hansen) +% +% COMMENTS: +% This version of the BSDS operates on quantities that should be 'bads', such as losses. The null +% hypothesis is that the average performance of the benchmark is as small as the minimum average +% performance across the models. The alternative is that the minimum average loss across the +% models is smaller than the the average performance of the benchmark. +% +% If the quantities of interest are 'goods', such as returns, simple call bsds_studentized with +% -1*BENCH and -1*MODELS +% +% EXAMPLES: +% Standard Reality Check with 1000 bootstrap replications and a window size of 12 +% bench = randn(1000,1).^2; +% models = randn(1000,100).^2; +% [c,realityCheckPval] = bsds(bench, models, 1000, 12) +% Standard Reality Check with 1000 bootstrap replications, a window size of 12 and a circular +% block bootstrap +% [c,realityCheckPval] = bsds(bench, models, 1000, 12, 'BLOCK') +% Hansen's P-values +% SPAPval = bsds(bench, models, 1000, 12) +% Both Pvals on "goods" +% bench = .01 + randn(1000,1); +% models = randn(1000,100); +% [SPAPval,realityCheckPval] = bsds(-bench, -models, 1000, 12) +% +% See also MCS + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 4/1/2007 + +%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin<4 || nargin>6 + error('4 to inputs required') +end +if nargin == 4 + boot = 'STATIONARY'; + type = 'STUDENTIZED'; +elseif nargin == 5 + boot = 'STATIONARY'; +end +if isempty(type) + type = 'STUDENTIZED'; +end +if strcmpi(type,'STUDENTIZED') + isStudentized = true; +else + isStudentized = false; +end +% Get the length of the data +[tb,kb]=size(bench); +if kb>1 + error('BENCH must be a column vector') +end +if tb<2 + error('BENCH must have at least 2 observations.') +end +[t,k]=size(models); +if t~=tb + error('BENCH and MODELS must have the same number of observations.') +end +if ~isscalar(B) || B<1 || floor(B)~=B + error('B must be a positive scalar integer') +end +if ~isscalar(w) || w<1 || floor(w)~=w + error('W must be a positive scalar integer') +end +boot = upper(boot); +if ~ismember(boot,{'STATIONARY','BLOCK'}) + error('BOOT must be either ''STATIONARY'' or ''BLOCK''.') +end +%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%% +if strcmp(boot,'BLOCK') + bsdata=block_bootstrap((1:t)',B,w); +else + bsdata=stationary_bootstrap((1:t)',B,w); +end + +%OK now we have the bootstraps, what to do with them? +diffs=models-repmat(bench,1,k); + +% First compute the boostarap sample averages, db* +% Second compute the variance estimate, omegak +% First the weghts +q=1/w; +i=1:t-1; +kappa=((t-i)./t).*(1-q).^i+i./t.*(1-q).^(t-i); +% Next compute the variances +vars=zeros(k,1)'; +for i=1:k + workdata = diffs(:,i)-mean(diffs(:,i)); + vars(i)= workdata'*workdata/t; + for j=1:t-1 + vars(i) = vars(i) + 2*kappa(j)*(workdata(1:t-j)'*workdata(j+1:t))/t; + end +end + +% Aold is the original method to compute the truncation point +Aold=1/4*t^(0.25)*sqrt(vars/t); +mean(Aold); +% A new used the log(log(t)) rule +Anew = sqrt((vars/t)*2*log(log(t))); + +% Only recenter if the average is reasonably small or the model is better +% (in which case mean(diffs) is negative). If it is unreasonably large set +% the mean adjustment to 0 +gc=mean(diffs).*(mean(diffs)5 + error('4 or 5 inputs required') +end +if nargin == 4 + boot = 'STATIONARY'; +end +% Get the length of the data +t=size(losses,1); +if t<2 + error('LOSSES must have at least 2 observations.') +end +if ~isscalar(alpha) || alpha>=1 || alpha<=0 + error('ALPHA must be a scalar between 0 and 1') +end +if ~isscalar(B) || B<1 || floor(B)~=B + error('B must be a positive scalar integer') +end +if ~isscalar(w) || w<1 || floor(w)~=w + error('W must be a positive scalar integer') +end +boot = upper(boot); +if ~ismember(boot,{'STATIONARY','BLOCK'}) + error('BOOT must be either ''STATIONARY'' or ''BLOCK''.') +end +%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%% + +% 1. Compute the indices to use throughout the proceedure +if strcmp(boot,'BLOCK') + [bsdata]=block_bootstrap((1:t)',B,w); +else + [bsdata]=stationary_bootstrap((1:t)',B,w); +end + +% All of these values cab be computed once +M0=size(losses,2); +% The i,j element contains the l(i,t)-l(j,t) +dijbar=zeros(M0,M0); +for j=1:M0 + dijbar(j,:) = mean(losses - repmat(losses(:,j),1,M0)); +end +% for each j, compute dij*-bar using the BSdata, than the compute +% var(dijbar) +% 2(a) +dijbarstar=zeros(M0,M0,B); +for b=1:B + meanworkdata=mean(losses(bsdata(:,b),:)); + for j=1:M0 + % The i,j element contains the l(b,i,t)-l(b,j,t) + dijbarstar(j,:,b) = meanworkdata - meanworkdata(j); + end +end +% 2(a) +vardijbar = mean((dijbarstar-repmat(dijbar,[1 1 B])).^2,3); +vardijbar = vardijbar+diag(ones(M0,1)); +% 2(b) depends on the det of models under conderations, so it will have to +% go in the loop + +% These values are used in the empirical distributions an do not depend on +% teh number of models +z0=(dijbarstar-repmat(dijbar,[1 1 B]))./repmat(sqrt(vardijbar),[1 1 B]); +zdata0=dijbar./sqrt(vardijbar); +% Only these depend on teh set of selected models +excludedR=zeros(M0,1); +pvalsR=ones(M0,1); +for i=1:M0-1 + included=setdiff(1:M0,excludedR); + m=length(included); + z=z0(included,included,:); + % Max over the abs value of z in each matrix + empdistTR=squeeze(max(max(abs(z),[],1),[],2)); + zdata=zdata0(included,included); + TR=max(max(zdata)); + pvalsR(i)=mean(empdistTR>TR); + % Finally compute the model to remove, which depends on the maximum + % standardized average (among the remaining models) + % 1. compute dibar + dibar=mean(dijbar(included,included),1)*(m/(m-1)); + % 2. compute var(dibar) + dibstar=squeeze(mean(dijbarstar(included,included,:),1))*(m/(m-1)); + vardi=mean((dibstar'-repmat(dibar,B,1)).^2); + t=dibar./sqrt(vardi); + % Remove the max of t + [temp,modeltoremove] = max(t); + excludedR(i)=included(modeltoremove); +end +% The MCS pval is the max up to that point +maxpval=pvalsR(1); +for i=2:M0 + if pvalsR(i) alpha +pl=find(pvalsR>=alpha,1,'first'); +includedR=excludedR(pl:M0); +excludedR=excludedR(1:pl-1); + + +excludedSQ=zeros(M0,1); +pvalsSQ=ones(M0,1); +for i=1:M0-1 + included=setdiff(1:M0,excludedSQ); + m=length(included); + z=z0(included,included,:); + % Only supposed to sub every element once. Instead sum twice and + % divide by 2 in each matrix (B of them) + empdistTSQ=squeeze(sum(sum(z.^2))/2); + + zdata=zdata0(included,included); + TSQ=sum(sum(zdata.^2))/2; + + pvalsSQ(i)=mean(empdistTSQ>TSQ); + % Finally compute the model to remove, which depends on the maximum + % standardized average (among the remaining models) + % 1. compute dibar + dibar=mean(dijbar(included,included),1)*(m/(m-1)); + % 2. compute var(dibar) + dibstar=squeeze(mean(dijbarstar(included,included,:),1))*(m/(m-1)); + vardi=mean((dibstar'-repmat(dibar,B,1)).^2); + t=dibar./sqrt(vardi); + % Remove the max of t + [temp,modeltoremove] = max(t); + excludedSQ(i)=included(modeltoremove); +end +% The MCS pval is the max up to that point +maxpval=pvalsSQ(1); +for i=2:M0 + if pvalsSQ(i) alpha +pl=find(pvalsSQ>=alpha,1,'first'); +includedSQ=excludedSQ(pl:M0); +excludedSQ=excludedSQ(1:pl-1); diff --git a/bootstrap/robustvcv.m b/bootstrap/robustvcv.m new file mode 100644 index 0000000..fa499b4 --- /dev/null +++ b/bootstrap/robustvcv.m @@ -0,0 +1,82 @@ +function [VCV,A,B,scores,hess,gross_scores]=robustvcv(fun,theta,nw,varargin) +% Compute Robust Variance Covariance matrix numerically, including +% Newey-West style score covariance using 2-sided derivatives +% +% USAGE: +% [VCV,A,B,SCORES,HESS,GROSS_SCORES]=robustvcv(FUN,THETA,NW,VARARGIN) +% +% INPUTS: +% FUN - Function name ('fun') or function handle (@fun) which will +% return the sum of the log-likelihood (scalar) as the 1st output and the individual +% log likelihoods (T by 1 vector) as the second output. +% THETA - Parameter estimates at the optimum, usually from fmin* +% NW - Number of lags to consider in Newey-West covariance. +% Normally set to 0 +% VARARGIN - Other inputs to the log-likelihood function, such as data +% +% OUTPUTS: +% VCV - Estimated robust covariance matrix (see White 1994) +% A - A portion of robust covariance +% B - B portion of robust covariance +% SCORES - T x num_parameters matrix of scores +% HESS - Estimated Hessian (Expectation of second derivative) +% GROSS_SCORES - Numerical scores (1 by num_parameters) of the objective function, usually for diagnostics +% +% COMMENTS: +% This function simplifies calculating sandwich covariance estimators for (Q)MLE estimation + + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 9/1/2005 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Argument Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if size(theta,1)1 + error('DATA must be a column vector') +end +if t<2 + error('DATA must have at least 2 observations.') +end +if ~isscalar(w) || w<=0 + error('W must be a positive scalar.') +end +if ~isscalar(B) || B<1 || floor(B)~=B + error('B must be a positive scalar integer') +end +%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%% + +% Define the probability of a new block +p=1/w; +% Set up the bsdata and indices +indices=zeros(t,B); +% Initial positions +indices(1,:)=ceil(t*rand(1,B)); +% Set up the random numbers +select=rand(t,B)p) or move to a new starting value + % (rand t +data=[data;data]; +% The indices make finding the bsdata simple +bsdata=data(indices); \ No newline at end of file diff --git a/crosssection/ols.m b/crosssection/ols.m new file mode 100644 index 0000000..8014464 --- /dev/null +++ b/crosssection/ols.m @@ -0,0 +1,128 @@ +function [b, tstat, s2, vcv, vcvwhite, R2, Rbar, yhat] = ols(y,x,c) +% Linear regression estimation with homoskedasticity and White heteroskedasticity robust standard +% errors. +% +% USAGE: +% [B,TSTAT,S2,VCV,VCV_WHITE,R2,RBAR,YHAT] = ols(Y,X,C) +% +% INPUTS: +% Y - N by 1 vector of dependent data +% X - N by K vector of independent data +% C - 1 or 0 to indicate whether a constant should be included (1: include constant) +% +% OUTPUTS: +% B - A K(+1 is C=1) vector of parameters. If a constant is included, it is the first +% parameter. +% TSTAT - A K(+1) vector of t-statistics computed using White heteroskedasticity robust +% standard errors. +% S2 - Estimated error variance of the regression. +% VCV - Variance covariance matrix of the estimated parameters. (Homoskedasticity assumed) +% VCVWHITE - Heteroskedasticity robust VCV of the estimated parameters. +% R2 - R-squared of the regression. Centered if C=1. +% RBAR - Adjusted R-squared. Centered if C=1. +% YHAT - Fit values of the dependent variable +% +% COMMENTS: +% The model estimated is Y = X*B + epsilon where Var(epsilon)=S2 +% +% EXAMPLES: +% Estimate a regression with a constant +% b = ols(y,x) +% Estimate a regression without a constant +% b = ols(y,x,0) +% +% See also OLSNW + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 9/1/2005 + + +%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%% +if nargin<2 || nargin>3 + error('2 or 3 inputs only') +end +% Check y +if size(y,1)N + error('The number of columns of X must be grater than or equal to T') + end + if rank(x)1 +% A scalar GED r.v. with variance normalized to 1 has probability +% density given by: +% f(x,V) = [V/(lda*2^(1+1/V)*gamma(1/V))]*exp(-0.5*|x/lda|^V) +% lda = [2^(-2/V)*gamma(1/V)/gamma(3/V)]^0.5 +% Uses GAMCDF +% +% REFERENCES: +% [1] Tadikamalla (1980), J.Am.Stat.Assoc. (75) +% [2] Nelson (1991), Econometrica +% +% See also GEDPDF, GEDINV, GEDRND, GEDLOGLIK GAMCDF + +% Copyright: +% Ivana Komunjer +% komunjer@hss.caltech.edu +% Revision: 1 Date: 23/08/2002 +% Modifications Copyright: +% Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 8/1/2005 +if nargin~=2 + error('Requires two input arguments.') +end + +[err, errtext, sizeOut, v] = iscompatible(1,v,size(x)); + +if err + error(errtext) +end + +% Initialize P to zero. +p = zeros(size(x)); +scalex = (gamma(3./v)./gamma(1./v)).^0.5; + +% Return NaN if the argument V is outside its limits. +p(v < 1) = NaN; + +ku = find(x >= 0 & ~(v < 1)); +vku = v(ku); +xku = x(ku); +scalexku = scalex(ku); +if any(ku), + p(ku) = 0.5*(1 + gamcdf((abs(xku.*scalexku)).^vku,1./vku)); +end + +kl = find(x < 0 & ~(v < 1)); +vkl = v(kl); +xkl = x(kl); +scalexkl = scalex(kl); +if any(kl), + p(kl) = 0.5*(1 - gamcdf((abs(xkl.*scalexkl)).^vkl,1./vkl)); +end + +% Make sure that round-off errors never make P less than 0 or greater than 1. +p(p < 0) = 0; +p(p > 1) = 1; \ No newline at end of file diff --git a/distributions/gedinv.m b/distributions/gedinv.m new file mode 100644 index 0000000..44073c0 --- /dev/null +++ b/distributions/gedinv.m @@ -0,0 +1,90 @@ +function x = gedinv(p,v) +% Inverse Cumulative Distribution Function (CDF) of the Generalized Error +% distribution; Maps [0,1] to a standardized Students-t with V degrees of freedom +% +% USAGE: +% X = stdtinv(P,V) +% +% INPUTS: +% P - Values to be inverted, P in [0,1] +% V - Degree of freedom parameters, either scalar or size(X) +% +% OUTPUTS: +% X - Standardized T distributed random variables corresponding to P +% +% COMMENTS: +% A scalar GED r.v. with variance normalized to 1 has probability +% density given by: +% f(x,V) = [V/(lda*2^(1+1/V)*gamma(1/V))]*exp(-0.5*|x/lda|^V) +% lda = [2^(-2/V)*gamma(1/V)/gamma(3/V)]^0.5 +% GAMINV does the computational work +% +% REFERENCES: +% [1] Tadikamalla (1980), J.Am.Stat.Assoc. (75) +% [2] Nelson (1991), Econometrica +% +% See also STDTCDF, STDTINV, STDTRND, STDTLOGLIK, TPDF + +% Copyright: Ivana Komunjer +% komunjer@hss.caltech.edu +% Revision: 1 Date: 23/08/2002 +% Modifications Copyright: +% Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 9/1/2005 + +if nargin~=2 + error('Requires two input arguements.') +end + +[err, errtext, sizeOut, v] = iscompatible(1,v,size(p)); + +if err + error(errtext) +end + +% Initialize X to zero. +x = zeros(size(p)); +scalex = (gamma(3./v)./gamma(1./v)).^0.5; + +k = find(p<0 | p>1 | v < 1); +if any(k), + tmp = NaN; + x(k) = tmp(ones(size(k))); +end + +% The inverse cdf of 0 is 0, and the inverse cdf of 1 is 1. +k0 = find(p == 0 & v >= 1); +if any(k0), + x(k0) = zeros(size(k0)); +end + +k1 = find(p == 1 & v >= 1); +if any(k1), + tmp = Inf; + x(k1) = tmp(ones(size(k1))); +end + +% Tadikamalla's Method: uses the fact that Y=abs(X)^v has +% a Gamma distribution with shape parameter 1/v +kl = find(p > 0 & p < 0.5 & v >= 1); +if any(kl(:)) + pkl = p(kl); + vkl = v(kl); + xkl = gaminv(1-2*pkl,1./vkl); + xkl = (-1)*xkl.^(1./vkl); + x(kl) = xkl; +end + +ku = find(p >= 0.5 & p < 1 & v >= 1); +if any(ku(:)) + pku = p(ku); + vku = v(ku); + xku = gaminv(2*pku-1,1./vku); + xku = xku.^(1./vku); + x(ku) = xku; +end + +% need to standardize the quantiles +x = x./scalex; + diff --git a/distributions/gedloglik.m b/distributions/gedloglik.m new file mode 100644 index 0000000..7c14a10 --- /dev/null +++ b/distributions/gedloglik.m @@ -0,0 +1,74 @@ +function [LL,LLS]=gedloglik(x,mu,sigma2,v) +% Log likelihood for the Generalized Error Distribution (GED) distribution +% +% USAGE: +% [LL,LLS]=gedloglik(X,MU,SIGMA2,V) +% +% INPUTS: +% X - Standardized T random variables, either scalar or column vector +% MU - Mean of X, either scalar or size(x) +% SIGMA2 - Variance of X, either scalar or size(x) +% V - Degree of freedom parameters, either scalar or size(x) +% +% OUTPUTS: +% LL - Log-likelihood evaluated at X +% LLS - Vector of log-likelihoods corresponding to X +% +% COMMENTS: +% V>1 +% f(x,V) = [v/(lda*2^(1+1/v)*gamma(1/v))]*exp(-0.5*|x/lda|^v) +% lda = [2^(-2/v)*gamma(1/v)/gamma(3/v)]^0.5 +% +% REFERENCES: +% [1] Tadikamalla (1980), J.Am.Stat.Assoc. (75) +% [2] Nelson (1991), Econometrica +% +% See also GEDCDF, GEDINV, GEDRND, GEDPDF + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 9/1/2005 + +[T,K]=size(x); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if K~=1 + error('X must be a column vector'); +end + +if nargin==4 + if length(mu)~=1 && ~all(size(mu)==[T K]) + error('mu must be either a scalar or the same size as X'); + end + if any(sigma2<=0) + error('sigma2 must contain only positive elements') + end + if length(sigma2)==1 + sigma2=sigma2*ones(T,K); + elseif size(sigma2,1)~=T || size(sigma2,2)~=1 + error('sigma2 must be a scalar or a vector with the same dimensions as X'); + end + if length(v)>1 || v<=1 + error('V must be a scalar greater than 1'); + end + x=x-mu; +else + error('Only 4 inputs supported'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%Compute the log likelihood +logl=0.5*(-2/v*log(2)+gammaln(1/v)-gammaln(3/v)); +l=exp(logl); +LL = (T * log(v)) - (T*logl) - (T*gammaln(1/v)) - T*(1+1/v)*log(2); +LL = LL - 0.5 * sum(log(sigma2)) - 0.5 * sum((abs(x./(sqrt(sigma2)*l))).^v); + +%Compute the individual LLS if needed +if nargout>1 + LLS = log(v) - logl - gammaln(1/v) - (1+1/v)*log(2) - 0.5 * log(sigma2) - 0.5 * (abs(x./(sqrt(sigma2)*l))).^v; + % LLS=log(v)-logl-0.5*abs(x./l).^v-logl-(1+1/v)*log(2)-gammaln(1/v); +end diff --git a/distributions/gedpdf.m b/distributions/gedpdf.m new file mode 100644 index 0000000..3acec17 --- /dev/null +++ b/distributions/gedpdf.m @@ -0,0 +1,56 @@ +function y = gedpdf(x,v) +% Probability Density Function (PDF) for the Generalized Error Distribution (GED) +% +% USAGE: +% Y = gedpdf(X,V) +% +% INPUTS: +% X - Generalized Error Distribution distributed random variables +% V - Degree of freedom parameters, either scalar or size(x) +% +% OUTPUTS: +% Y - Probability density evaluated at x +% +% COMMENTS: +% V>=1 +% A scalar GED r.v. with variance normalized to 1 has probability +% density given by: +% f(x,V) = [V/(lda*2^(1+1/V)*gamma(1/V))]*exp(-0.5*|x/lda|^V) +% lda = [2^(-2/V)*gamma(1/V)/gamma(3/V)]^0.5 +% +% REFERENCES: +% [1] Tadikamalla (1980), J.Am.Stat.Assoc. (75) +% [2] Nelson (1991), Econometrica +% +% See also GEDCDF, GEDINV, GEDRND, GEDLOGLIK + +% Copyright: Ivana Komunjer +% komunjer@hss.caltech.edu +% Revision: 1 Date: 23/08/2002 +% Modifications Copyright: +% Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 8/1/2005 + +if nargin~=2 + error('Requires two input arguments.') +end + +[err, errtext, sizeOut, v] = iscompatible(1,v,size(x)); + +if err + error(errtext) +end + +% Initialize D to zero. +y = zeros(size(x)); + +% Return NaN if the argument V is outside its limit. +y(v < 1) = NaN; + +k = find(v >= 1); +vk = v(k); xk = x(k); +if any(k) + ldak = ((2.^(-2./vk)).*(gamma(1./vk))./(gamma(3./vk))).^(0.5); + y(k) = vk.*exp(-0.5*((abs(xk./ldak)).^vk))./(ldak.*gamma(1./vk).*(2.^(1+1./vk))); +end \ No newline at end of file diff --git a/distributions/gedrnd.m b/distributions/gedrnd.m new file mode 100644 index 0000000..f7e2bed --- /dev/null +++ b/distributions/gedrnd.m @@ -0,0 +1,64 @@ +function r = gedrnd(v,varargin) +% Generate random variables from a Generalized Error Distribution (GED) with V degrees of freedom +% +% USAGE: +% R=gedrnd(V) +% R=gedrnd(V,S1) +% R=gedrnd(V,S1,S2,S3,...,SN) +% R=gedrnd(V,[S1 S2 S3 ... SN]) +% +% INPUTS: +% V - Degree of freedom parameter. Either scalar or matrix. +% Sx - [OPTIONAL] Size of output. +% R will be: +% 1 by 1 if V is scalar and no S are entered +% size(V) if V is non-scalar and no S are entered +% S1 by S1 if V is scalar and only S1 is entered +% [S1 S2 ... SN] otherwise +% If V is non-scalar and S are provided, size(V) must equal [S1 S2 ... SN] +% +% OUTPUTS: +% R - GED distributed random variables +% +% COMMENTS: +% V>=1 +% A scalar GED r.v. with variance normalized to 1 has probability +% density given by: +% f(x,v) = [v/(lda*2^(1+1/v)*gamma(1/v))]*exp(-0.5*|x/lda|^v) +% lda = [2^(-2/v)*gamma(1/v)/gamma(3/v)]^0.5 +% If X~GED(v) then abs(X)^v = Y~Gamma(1/v) (cf. Tadikamalla 1980). +% GAMRND does the computational work. +% +% REFERENCES: +% [1] Tadikamalla (1980), J.Am.Stat.Assoc. (75) +% [2] Nelson (1991), Econometrica +% +% See also GEDPDF, GEDCDF, GEDINV, GEDLL, GAMRND + +% Copyright: Ivana Komunjer +% komunjer@hss.caltech.edu +% Modifications Copyright: +% Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 9/1/2005 + +if nargin < 1, + error('Requires at least one input argument.'); +end + +v(v<1)=NaN; + +[err, errtext, sizeOut] = iscompatible(1,v,varargin{:}); + +if err + error(errtext) +end + +% Return NaN if the argument V is outside its limit. +r = gamrnd(1./v,1,sizeOut); +r = r.^(1./v); +rndsgn = 2*((rand(sizeOut)>0.5)-0.5); % generates a random sign -1 or +1 +r = r.*rndsgn; + +scalex = (gamma(3./v)./gamma(1./v)).^0.5; % standardizes the obtained values +r = r./scalex; \ No newline at end of file diff --git a/distributions/mvnormloglik.m b/distributions/mvnormloglik.m new file mode 100644 index 0000000..5fd0ed6 --- /dev/null +++ b/distributions/mvnormloglik.m @@ -0,0 +1,102 @@ +function [LL,lls]=mvnormloglik(x,mu,sigma) +% Log-likelihood for the multivariate normal distribution +% +% USAGE: +% [LL,LLS]=mvnormloglik(X,MU,SIGMA) +% +% INPUTS: +% X - Normal random variables, T by K +% MU - Mean of X, either K by 1 or T by K +% SIGMA - Covariance of X, either K by K or K by K by T +% +% OUTPUTS: +% LL - Log-likelihood evaluated at X +% LLS - Vector of log-likelihoods corresponding to X +% +% COMMENTS: +% +% REFERENCES: +% [1] Cassella and Berger (1990) 'Statistical Interence' +% +% See also NORMLOGLIK + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 2/1/2007 + +[T,K]=size(x); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if ndims(x)>2 + error('X must be a T by K matrix'); +end + +if nargin==1 + sigma = eye(K); + sigma_is_2D=true; +elseif nargin==2 + %Check mu's conformability + if ndims(mu)>2 || ~(all(size(mu)==[K 1]) || all(size(mu)==[T K])) + error('MU must be either a K by 1 vector or the same size as X'); + end + if size(mu,1)==K + mu=repmat(mu',T,1); + end + x=x-mu; + sigma=eye(K); + sigma_is_2D=true; +elseif nargin==3 + if ndims(mu)>2 || ~(all(size(mu)==[K 1]) || all(size(mu)==[T K])) + error('MU must be either a K by 1 vector or the same size as X'); + end + if size(mu,1)==K + mu=repmat(mu',T,1); + end + x=x-mu; + switch ndims(sigma) + case 2 + % Must by K by K and PD + if size(sigma,1)~=K || size(sigma,2)~=K || min(eig(sigma))<=0 || any(any(sigma~=sigma')) + error('SIGMA must by either K by K and positive definite, or K by K by T and contain only positive definite matrices.') + end + sigma_is_2D=true; + case 3 + if size(sigma,1)~=K || size(sigma,2)~=K || size(sigma,3)~=T + error('SIGMA must by either K by K and positive definite, or K by K by T and contain only positive definite matrices.') + end + for t=1:T + s=sigma(:,:,t); + if min(eig(s)<=0) || any(any(s~=s')) + error('SIGMA must by either K by K and positive definite, or K by K by T and contain only positive definite matrices.') + end + end + sigma_is_2D=false; + otherwise + error('SIGMA must by either K by K and positive definite, or K by K by T and contain only positive definite matrices.') + end +else + error('Only 1 to 3 inputs supported'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%Compute the log likelihood +if sigma_is_2D + stdx=x*sigma^(-0.5); + LL = -0.5 * (T*K*log(2*pi) + T*log(det(sigma)) + sum(sum(stdx.^2))); + %Compute the individual log likelihoods if needed + if nargout>1 + lls = -0.5*(K*log(2*pi) + log(det(sigma)) + sum(stdx.^2,2)); + end +else + lls=zeros(T,1); + for t=1:T + s=sigma(:,:,t); + lls(t) = -0.5*(K*log(2*pi) + log(det(s)) + x(t,:)*inv(s)*x(t,:)'); + end + LL=sum(lls); +end + diff --git a/distributions/normloglik.m b/distributions/normloglik.m new file mode 100644 index 0000000..c9bf11f --- /dev/null +++ b/distributions/normloglik.m @@ -0,0 +1,74 @@ +function [LL,lls]=normloglik(x,mu,sigma2) +% Log-likelihood for the normal distribution +% +% USAGE: +% [LL,LLS]=normloglik(X,MU,SIGMA2) +% +% INPUTS: +% X - Normal random variables, either scalar or column vector +% MU - Mean of X, either scalar or size(x) +% SIGMA2 - Variance of X, either scalar or size(x) +% +% OUTPUTS: +% LL - Log-likelihood evaluated at X +% LLS - Vector of log-likelihoods corresponding to X +% +% COMMENTS: +% +% REFERENCES: +% [1] Cassella and Berger (1990) 'Statistical Interence' +% +% See also NORMCDF, NORMINV, NORMRND, NORMPDF + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 9/1/2005 + +[T,K]=size(x); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if K~=1 + error('x must be a column vector'); +end + +if nargin==1 + sigma2=ones(T,K); +elseif nargin==2 + %Check mu's conformability + if length(mu)~=1 && ~all(size(mu)==[T K]) + error('mu must be either a scalar or the same size as X'); + end + x=x-mu; + sigma2=ones(T,K); +elseif nargin==3 + if length(mu)~=1 && ~all(size(mu)==[T K]) + error('mu must be either a scalar or the same size as X'); + end + if any(sigma2<=0) + error('sigma2 must contain only positive elements') + end + if length(sigma2)==1 + sigma2=sigma2*ones(T,K); + elseif size(sigma2,1)~=T || size(sigma2,2)~=1 + error('sigma2 must be a scalar or a vector with the same dimensions as x'); + end + x=x-mu; +else + error('Only 1 to 3 inputs supported'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +if nargout>1 +%Compute the individual log likelihoods if needed + lls = -0.5*(log(2*pi) + log(sigma2) + x.^2./sigma2); + % Use these to comput the LL + LL = sum(lls); +else + %Compute the log likelihood + LL = -0.5 * (sum(log(sigma2)) + sum((x.^2)./sigma2) + T*log(2*pi)); +end diff --git a/distributions/skewtcdf.m b/distributions/skewtcdf.m new file mode 100644 index 0000000..ccff810 --- /dev/null +++ b/distributions/skewtcdf.m @@ -0,0 +1,59 @@ +function p = skewtcdf(x,v,lambda) +% Cumulative Distribution Function (CDF) of Hansen's (1994) Skewed T distribution +% +% USAGE: +% P = skewtcdf(X,V,LAMBDA) +% +% INPUTS: +% X - Standardized T random variables +% V - Degree of freedom parameters, either scalar or size(X) +% LAMBDA - Asymmetry Parameter +% +% OUTPUTS: +% P - Cumulative distribution evaluated at x +% +% COMMENTS: +% V>2 +% -1=-a./b).*((1-lambda)/2 + (1+lambda).*(tcdf(y2,v)-0.5)); + +%Original Nonvector code +%cdf = -999.99*ones(T,1); +%for tt = 1:T; +% if x(tt)<(-a(tt)/b(tt)) +% cdf(tt) = (1-lambda(tt)).*tdis_cdf(y1(tt),v(tt)); +% else +% cdf(tt) = ((1-lambda(tt))/2 + (1+lambda(tt)).*(tdis_cdf(y2(tt),v(tt))-0.5)); +% end +%end \ No newline at end of file diff --git a/distributions/skewtinv.m b/distributions/skewtinv.m new file mode 100644 index 0000000..9b46f75 --- /dev/null +++ b/distributions/skewtinv.m @@ -0,0 +1,55 @@ +function x=skewtinv(p,v,lambda) +% Inverse Cumulative Distribution Function (CDF) of Hansen's (1994) 'skewed t' +% distribution; Maps [0,1] to a Skewed-t with V degrees of freedom, shape LAMBDA +% +% USAGE: +% X=skewtinv(P,V,LAMBDA) +% +% INPUTS: +% P - Values to be inverted, P in [0,1] +% V - Degree of freedom parameters, either scalar or size(X) +% LAMBDA - Degree of freedom parameters, either scalar or size(X) +% +% OUTPUTS: +% X - Skewed T distributed random variables corresponding to P +% +% COMMENTS: +% V>2 +% -.99.99)=NaN; + +c = gamma((v+1)/2)./(sqrt(pi*(v-2)).*gamma(v/2)); +a = 4*lambda.*c.*((v-2)./(v-1)); +b = sqrt(1 + 3*lambda.^2 - a.^2); + +f1 = find(p<((1-lambda)/2)); +f2 = find(p>=((1-lambda)/2)); + +inv1 = (1-lambda(f1))./b(f1).*sqrt((v(f1)-2)./v(f1)).*tinv(p(f1)./(1-lambda(f1)),v(f1))-a(f1)./b(f1); +inv2 = (1+lambda(f2))./b(f2).*sqrt((v(f2)-2)./v(f2)).*tinv(0.5+1./(1+lambda(f2)).*(p(f2)-(1-lambda(f2))./2),v(f2))-a(f2)./b(f2); +x = repmat(NaN,sizeOut); +x(f1) = inv1; +x(f2) = inv2; \ No newline at end of file diff --git a/distributions/skewtloglik.m b/distributions/skewtloglik.m new file mode 100644 index 0000000..1d7bed4 --- /dev/null +++ b/distributions/skewtloglik.m @@ -0,0 +1,86 @@ +function [LL,LLS]=skewtloglik(x,mu,sigma2,v,lambda) +% Log likelihood for Hansen's Skewed T distribution +% +% USAGE: +% [LL,LLS]=skewtloglik(X,MU,SIGMA2,V,LAMBDA) +% +% INPUTS: +% X - Standardized T random variables, either scalar or column vector +% MU - Mean of X, either scalar or size(x) +% SIGMA2 - Variance of X, either scalar or size(x) +% V - Degree of freedom parameters, either scalar or size(x) +% LAMBDA - Asymmetry parameter +% +% OUTPUTS: +% LL - Log-likelihood evaluated at X +% LLS - Vector of log-likelihoods corresponding to X +% +% COMMENTS: +% V>2, -11 || v<=2 + error('V must be a scalar greater than 2'); + end + if length(lambda)>1 || lambda<=-1 || lambda>=1 + error('LAMBDA must be a scalar between -1 and 1'); + end + x=x-mu; +else + error('Only 5 inputs supported'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%Compute the log likelihood +logc = gammaln((v+1)/2) - gammaln(v/2) - 0.5*log(pi*(v-2)); +c = exp(logc); + +a = 4*lambda.*c.*((v-2)./(v-1)); +logb = 0.5*log(1 + 3*lambda.^2 - a.^2); +b = exp(logb); + +stdresid=x./sqrt(sigma2); + +find1 = (stdresid<(-a./b)); +find2 = (stdresid>=(-a./b)); +LL1 = logb + logc - (v+1)/2.*log(1+1./(v-2).*((b.*stdresid(find1)+a)./(1-lambda)).^2); +LL2 = logb + logc - (v+1)/2.*log(1+1./(v-2).*((b.*stdresid(find2)+a)./(1+lambda)).^2); +LL = sum(LL1) + sum(LL2) - 0.5*sum(log(sigma2)); + +%Compute the individual log likelihoods if needed +if nargout>1 + LLS=zeros(T,1); + LLS(find1)=LL1 - 0.5*log(sigma2(find1)); + LLS(find2)=LL2 - 0.5*log(sigma2(find2)); +end diff --git a/distributions/skewtpdf.m b/distributions/skewtpdf.m new file mode 100644 index 0000000..61f77a0 --- /dev/null +++ b/distributions/skewtpdf.m @@ -0,0 +1,50 @@ +function y = skewtpdf(x, v, lambda) +% Probability Density Function (PDF) of Hansen's (1994) Skewed T distribution +% +% USAGE: +% Y = skewtpdf(X,V,LAMBDA) +% +% INPUTS: +% X - Standardized T random variables +% V - Degree of freedom parameters, either scalar or size(x) +% LAMBDA - Asymmetry Parameter +% +% OUTPUTS: +% Y - Probability density evaluated at X +% +% COMMENTS: +% V>2 +% -11)=NaN; + +[err, errtext, sizeOut, v, lambda] = iscompatible(2,v,lambda,size(x)); + +if err + error(errtext) +end + +c = gamma((v+1)/2)./(sqrt(pi*(v-2)).*gamma(v/2)); +a = 4*lambda.*c.*((v-2)./(v-1)); +b = sqrt(1 + 3*lambda.^2 - a.^2); + +y1 = b.*c.*(1 + 1./(v-2).*((b.*x+a)./(1-lambda)).^2).^(-(v+1)/2); +y2 = b.*c.*(1 + 1./(v-2).*((b.*x+a)./(1+lambda)).^2).^(-(v+1)/2); +y = y1.*(x<(-a./b)) + y2.*(x>=(-a./b)); \ No newline at end of file diff --git a/distributions/skewtrnd.m b/distributions/skewtrnd.m new file mode 100644 index 0000000..482a233 --- /dev/null +++ b/distributions/skewtrnd.m @@ -0,0 +1,51 @@ +function r = skewtrnd(v,lambda,varargin) +% Generate random variables from Hansen's Skewed T distribution +% with V degrees of freedom and skewness parameter LAMBDA +% +% USAGE: +% R=skewtrnd(V,LAMBDA) +% R=skewtrnd(V,LAMBDA,S1) +% R=skewtrnd(V,LAMBDA,S1,S2,S3,...,SN) +% R=skewtrnd(V,LAMBDA,[S1 S2 S3 ... SN]) +% +% INPUTS: +% V - Degree of freedom parameter. Either scalar or matrix. +% LAMBDA - Skewness parameter +% Sx - [OPTIONAL] Size of output. +% R will be: +% 1 by 1 if V is scalar and no S are entered +% size(V) if V is non-scalar and no S are entered +% S1 by S1 if V is scalar and only S1 is entered +% [S1 S2 ... SN] otherwise +% If V is non-scalar and S are provided, size(V) must equal [S1 S2 ... SN] +% +% OUTPUTS: +% R - Skewed T distributed random variables +% +% COMMENTS: +% V>2 +% -.992 +% Uses TCDF +% +% REFERENCES: +% [1] Cassella and Berger (1990) 'Statistical Inference' +% +% See also STDTPDF, STDTINV, STDTRND, STDTLOGLIK, TCDF + +% Copyright: +% Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 8/1/2005 + +if nargin~=2 + error('2 inputs required') +end + +[err, errtext, sizeOut, v] = iscompatible(1,v,size(x)); +if err + error(errtext) +end + +%Compute the st +stdev=sqrt(v./(v-2)); +stdev(v<=2)=NaN; +x=x.*stdev; + +p=tcdf(x,v); diff --git a/distributions/stdtinv.m b/distributions/stdtinv.m new file mode 100644 index 0000000..9131120 --- /dev/null +++ b/distributions/stdtinv.m @@ -0,0 +1,42 @@ +function x=stdtinv(p,v) +% Inverse Cumulative Distribution Function (CDF) of the Standardized T +% distribution; Maps [0,1] to a standardized Students-t with V degrees of freedom +% +% USAGE: +% X = stdtinv(P,V) +% +% INPUTS: +% P - Values to be inverted, P in [0,1] +% V - Degree of freedom parameters, either scalar or size(X) +% +% OUTPUTS: +% X - Standardized T distributed random variables corresponding to P +% +% COMMENTS: +% V>2 +% +% REFERENCES: +% [1] Cassella and Berger (1990) 'Statistical Interence' +% +% See also STDTCDF, STDTINV, STDTRND, STDTLOGLIK, TPDF + +% Copyright: +% Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 9/1/2005 + + +if nargin~=2 + error('2 inputs required') +end + +[err, errtext, sizeOut, v] = iscompatible(1,v,size(p)); +if err + error(errtext) +end + +x=tinv(p,v); + +stdev=sqrt(v./(v-2)); +stdev(v<=2)=NaN; +x=x./stdev; \ No newline at end of file diff --git a/distributions/stdtloglik.m b/distributions/stdtloglik.m new file mode 100644 index 0000000..43b7d9c --- /dev/null +++ b/distributions/stdtloglik.m @@ -0,0 +1,70 @@ +function [ll,lls]=stdtloglik(x,mu,sigma2,nu) +% Log likelihood of the Standardized T distribution +% +% USAGE: +% [LL,LLS]=stdtloglik(X,MU,SIGMA2,NU) +% +% INPUTS: +% X - Standardized T random variables, either scalar or column vector +% MU - Mean of X, either scalar or size(x) +% SIGMA2 - Variance of X, either scalar or size(x) +% V - Degree of freedom parameters, either scalar or size(x) +% +% OUTPUTS: +% LL - Log-likelihood evaluated at X +% LLS - Vector of log-likelihoods corresponding to X +% +% COMMENTS: +% V>2 +% +% REFERENCES: +% [1] Cassella and Berger (1990) 'Statistical Inference' +% +% See also STDTCDF, STDTINV, STDTRND, STDTPDF + +% Copyright: +% Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 9/1/2004 + +[T,K]=size(x); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if K~=1 + error('X must be a column vector'); +end + +if nargin==4 + if length(mu)~=1 && ~all(size(mu)==[T K]) + error('mu must be either a scalar or the same size as X'); + end + if any(sigma2<=0) + error('sigma2 must contain only positive elements') + end + if length(sigma2)==1 + sigma2=sigma2*ones(T,K); + elseif size(sigma2,1)~=T || size(sigma2,2)~=1 + error('sigma2 must be a scalar or a vector with the same dimensions as X'); + end + if length(nu)>1 || nu<=2 + error('nu must be a scalar greater than 2'); + end + x=x-mu; +else + error('Only 4 inputs supported'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%Compute the log likelihood +ll = T*gammaln(0.5*(nu+1)) - T*gammaln(nu/2) - T/2*log(pi*(nu-2)) ... + - 0.5*sum(log(sigma2)) - ((nu+1)/2)*sum(log(1 + (x.^2)./(sigma2*(nu-2)))); + +%Compute the individual log likelihoods if needed +if nargout>1 + lls = gammaln(0.5*(nu+1)) - gammaln(nu/2) - 1/2*log(pi*(nu-2))... + - 0.5*(log(sigma2)) - ((nu+1)/2)*(log(1 + (x.^2)./(sigma2*(nu-2)))); +end diff --git a/distributions/stdtpdf.m b/distributions/stdtpdf.m new file mode 100644 index 0000000..1cc9af6 --- /dev/null +++ b/distributions/stdtpdf.m @@ -0,0 +1,45 @@ +function y=stdtpdf(x,v) +% Probability Density Function (PDF) for the Standardized T distribution +% +% USAGE: +% Y = stdtpdf(X,V) +% +% INPUTS: +% X - Standardized T random variables +% V - Degree of freedom parameters, either scalar or size(x) +% +% OUTPUTS: +% Y - Probability density evaluated at x +% +% COMMENTS: +% V>2 +% Uses TPDF +% +% REFERENCES: +% [1] Cassella and Berger (1990) 'Statistical Inference' +% +% See also STDTCDF, STDTINV, STDTRND, STDTLOGLIK, TPDF + +% Copyright: +% Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 8/1/2005 + +% v must either be scalar or the same size as x +if nargin~=2 + error('2 inputs required') +end + +[err, errtext, sizeOut, v] = iscompatible(1,v,size(x)); + +if err + error(errtext) +end + +%stdev=sqrt(v./(v-2)); +%stdev(v<=2)=NaN; +%x=x.*stdev; + +constant = exp(gammaln((v+1)/2)-gammaln(v/2)); +y = constant./sqrt(pi*(v-2)).*(1+x.^2./(v-2)).^(-(v+1)/2); +%y=tpdf(x,v); \ No newline at end of file diff --git a/distributions/stdtrnd.m b/distributions/stdtrnd.m new file mode 100644 index 0000000..a23d58e --- /dev/null +++ b/distributions/stdtrnd.m @@ -0,0 +1,51 @@ +function r=stdtrnd(v,varargin) +% Generate random variables from a Standardized T distribution with V degrees of freedom +% +% USAGE: +% R=stdtrnd(V) +% R=stdtrnd(V,S1) +% R=stdtrnd(V,S1,S2,S3,...,SN) +% R=stdtrnd(V,[S1 S2 S3 ... SN]) +% +% INPUTS: +% V - Degree of freedom parameter. Either scalar or matrix. +% Sx - [OPTIONAL] Size of output. +% R will be: +% 1 by 1 if V is scalar and no S are entered +% size(V) if V is non-scalar and no S are entered +% S1 by S1 if V is scalar and only S1 is entered +% [S1 S2 ... SN] otherwise +% If V is non-scalar and S are provided, size(V) must equal [S1 S2 ... SN] +% +% OUTPUTS: +% R - Standardized T distributed random variables +% +% COMMENTS: +% V>2 +% Uses TRND +% +% REFERENCES: +% [1] Cassella and Berger (1990) 'Statistical Interence' +% +% See also STDTPDF, STDTCDF, STDTINV, STDTLL, TINV + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 9/1/2005 + +%v must either be scalar or the same size as that in varargin if present + +if nargin<1 + error('At least one input required.') +end + +[err, errtext, sizeOut, v] = iscompatible(1,v,varargin{:}); + +if err + error(errtext) +end + +r=trnd(v,sizeOut); +stdev=sqrt(v./(v-2)); +stdev(v<=2)=NaN; +r=r./stdev; \ No newline at end of file diff --git a/dlls/agarch_core.mexw64 b/dlls/agarch_core.mexw64 new file mode 100644 index 0000000000000000000000000000000000000000..10b11eb4d62406ba5d0f19d716241b8d4170a18f GIT binary patch literal 9728 zcmeHN4|G)3nZJ`{aL6BCB2EcnTkZr#>Bi@UDv+4Xq39#_G3cP9i12x$1THA;^Lwd;$>l2ThzMc@AJ zdvB5ey2m}+Jw2!8aqj!R`~AD${qA?~{pJP#Jv&J*AtVn?*9qAJ$e%{z{Xf5k!JaYq z#Tn$e=||`7u}MegwRVN$VviDAuLQfrP%s*esp2|WR1#4!92LDQR*BuQ4!N?ZDBoq7 zUOn%_pOiFyU(2@A+UeR%^h;}RG~g`{p4Pr(@PD8c8T8rO^#*ik#Re=eU`sgE#cgCg zZf+u^cX>biv=dU8#s4=@gs|cGXDd~za<2;3 zRsk>WGH;m2)JG(wy;A82szJz20|x}+K)ViY%F_t1D@`%d&goTXd@eWe&g9cbNT#yK z6g1`tf+2U~qzuOzxjiMWgn%0{L2L})M8GLeqai0pVh}W9)D9*e*M&CaX(VLHlJlXo zccSA9{g$%#CHDGxp;-OM(J3r^<-BnBD?;D%SRjc#>G~0bD0|$s8?dS7I8A<%4gzJC0!Yd7C!*(oOKb^^;O5?YZ20Oxa8RAN}{c zk8ZwgSvpUE11}Y0B5+(vdk4mS?4|4+xc}xnu9yR#V_pH(4 zlc-G+Cncxm^I|`H1^Enr4*M%!MLr|5U;CV#HcWbu(=@cr*x1xPCZtc>klPh+`q_KF z^bNm}a8|VYEB^D!{LYy9ox5p+ncx0mWZC@549T0!Z=rYzQq0)J+4RO9720w!d$i(Z zJiC3_>@EPMg(vsQY;w;8WeLx1Pd2x66aOf=2RDD+$ZhE*3S;W;VEX46nll!YY-}2n+SsVD)z>z5rzb|lAw7QB{XYUHnUAQfpeeAdF zbx(5Kp%&6~(b;@Lw8d~K`LXT0oUor0<{Lh)DAler5iIrBGO2B@-Pj@;uVN@$vCyLN z%SHPDFVL#adxfu!Yj2vpTHYJehK!y7aZUR-ljD$>raf!o#S$CQo&t^)_N1F_9=;dG zG~?#MCgwNW6i(_IjaNyO36u?MF$2Y2Fs^j~^|Bp?i!|kRQD$uqoCb}!Hfy~p)rE`W zfRCN@v7=s)7eY+b{(fB7DZfu1H?P3t{$@`g8`676VV39%q9{i71?|SW#dv#-cct;p zpayGPh2V;Nd2n>+_duZRAY9a)Nsg!NJ4y|(nS;Jl343~}?aX|doKLiuaW5h89|LGl znfN=X^tJB;ufc}hFMbm%OWA&!YID$3S20cXmP)C1k>CHunu;~LpN&Xt)cu;!R|^lA z{p>74+=Ifyd?odRUUn{Je*+|$vb+UVM%3CIXNswNK)rsihS7BA;cNJCV^sL(vLQ$& z-Z?YP^RLi`u|4P~$8%I+?_Bh?fSr)hC%~et=wHCnov%U{%SbWew!bp07ws|_&x7G- zC?Ccs(`fQ64)hO{duZKeqW)5M?gW?CH4*g}l=)$1JMZ(DJ;0Gv6VXp#h!(?A#NZV* zpks)vMPG7%oUlvoG4&rL_OZm?IrBXqJEA*NVCl{p!-l<(E2Qj20I7y^UqX_&&k23+ za3>#Xcn|&2*MQe#M*jmK`H@ZN8w4^DCw7jq%Omv!N^dJtPr(2pWw!$L2)gb;wa|>y ztysV_x6`zmdmzOtXZN{8KJI?{ zklhUmt!t0~)OoPB6o~d9gfU==pY4BeW%o!*mw+A+7WH>C%T>`3)}dmJHeWb$(XF9 zZcBW6i2|Hax|5#|XTG}^M+(tSLTe|as|{&sLYfto8kE~C3f3N)7ZF?> zNhrjS4Cz)^t@beVv6U#3T(!FM=bWFi|6(R5O0GuT`Lanl42n76U53Jdc_LxL3$;5C zABx~+E)44jL0>pIZQ8Q5L`s{GR5!Afg_8TYlFvMj+8~r$=Z6!$FocEP5B3>Ufs(6AcmAz$m?KAZ=i@-VY}i+GN_Rds z1>eO*AYGefG7$JLvRbL;6y1ZF;Q?j-Fx^vQ4JWzZk_7Ltlqy?}(R>$90F$^|#))Js zJ7)bX4CxD=Gv3b|Z$72Q)qG3gCo5&gXv)8kG8=QG{4VV*_6|?Md#3~+NiZQlXg^kL z?p#x9f?+1{qj2*x)F<^ZP|cyOwYcLl!mfUXf2KG>{`-9LzHE;EUkgk)Y{7#Te8z&0 zTJX;;nDu$L%fz0wV8((+EV#phZ(H!Z1@kOB*IMwa7Ob~my9MvFV6O$YSnv(YPS%f} z%ld6rf4K##Eht_lm({-xLK*shx0fK3HDVSi%+97&z?i<9~NCgv(*-oT5RSytpb^|cm|o%GHb*+ zG&57uQ`~Nwolj;jc9PkTI>%;?lne=(qMpL`f@a&a95Sssr^;4VNXqsXkTNx&l(kML zWs4o8ta|nsw=mo3AWqPo9n*;ubZ1LR=EE|xPR|qno@si3eozbY7<-%Y@WsEp!B;33zam zEzlufV)1Pf2zJNU2jt!`M!%Z`0!st&9yt{542J?;!DvSW!;*VAy{D%w)T4eQ9O0h) z87QHM9E=9kjXg5_=!^xT!EQMY6#Qr~LdcW3fkYI}-cR}4ljXT96SA_gSynn@N_Q|Cl9$F3MpQa; z5ck$_=zfDh$TK$dmnIZNj;f|1Uk4%oG=De{0Pe*7 z-wd3?AEG@8{6~NzXgyp8uoU+^$9DssM%xCQpyrs5#^qgruc18+oYx{VQ5$Rm&g&3f zTX3Ai77ORK!&VFbgI>Si(d65gATbzj&`6J%Fd-eOHn;mtS86GM&Abo71I}ah0;*| zKsZ`cT`uw>rJ>xPU4_auOHpktZD}nRH)La9S6NkAy{M|Xy0W&M|Bntn(U{`FO&(U| zkeX0nAlTh;%VKa*1%^X+${Sk|7rtzrq1tsd>*|7w~Wd$Y&u^)0`nt<6HN_Wy73AfowyDoUTgCcgUo(M90D0Si6P#{d8T literal 0 HcmV?d00001 diff --git a/dlls/armaxerrors.mexw64 b/dlls/armaxerrors.mexw64 new file mode 100644 index 0000000000000000000000000000000000000000..ba5a5cc3667619af7d247e9f520e2d6e83c85dd7 GIT binary patch literal 9216 zcmeHM4RBM}mA-JCL+HJKfIC@|b(ix#ygF?z!LnI~Lvto+O2YkRlXSC1gJ+`KgB78C;`aN5_5sB3gH(#0gTC~PkCS>wvrOh~3C zrW@^T*P4NznPqjMAX{y6vTYsOs!+o#&KAOBxOXcr7_Mi(dKjX-NQu#73kJEuO(oMWP z=sf9>hdtS`LM3P>q*dk}{X9B6%Q^&}a%=G$lEzY2XFN6KL>gaJ>A2<4H6;=}-TgM}CbiIqF$*n5J?*c4>iG7d8`G zcxcjUE3!;l=M=OJ9Fs~W-PVn5L~A-Tp5)~s>#kF9)`6}>WPy?@o%q;=y_48aDw zt!4BY7Rn5Zv1?dhjA=fUyoDz@Zn`qkRL;se(5M#TgEm0!NpC$ua=5eggSSt_`|uydTeJ8?yfuqIinnI<5xjZVE03+^Wyul4 zRO&s2hcFu*?G~Voy>Kz_CDqoKVmkQ` zCAoMNZzYnMMzRTd&gQB_l!ov-BKTDQ;rpnIe5OM}BRKAPHS9QAuQ z=x2QcPW$!?+c2OMX47<89bO1!r-_iHYSIL=m|!ymR9;=KY|@$9N$YJH zoXZUQE9)V{^vX`-R(2liwJyzWp2xNc3 z>!@ELddtRIF=Y}47#A1Al=5qxujb_m<(E2N&&!JPTHa<%dC9P$kpE2QEfjs9(Rmw1 z->1Q2jadgtu zR!2L#+$hsE^Wf^)O;+obhX8psyVR6#U1mr4`;HOjZ2RGDAXuh{w1s-;!9lgEw-i}e zRi{?pt<{ZMU8B|ITK$a@LWYN%*W-%j4ls~Z`%Z`uET*8^HK1vTuhW#iy%suy$_=NMCZ@qf>yo@o}J>u9NRNg#&z3?rRc)~^q2FgE)MSk+bbB> zse0uxyale))`5CNAe-Mn+T#0O}@V?=sawQqx#Hnb7x->K|{n|{`2 zm~CQAs*R|pFvMM&r;VDftO^aygh!iqy`M1it_kVKy!<{dpFRJ#cmh@XBB)gRV$Fy7 zy>jNt{5z0T(`nSLu6L{hXIYRtn|^`z_-XLY%=jB1$;&3|zz~=`PVzffBbBn`k@_Ya z04cKp)FWuRhNRg#PD`#lPTQO~KxjR_4;gKg;e(|fHGaso=C1n@jao}X) zQw{b8unnUj|b5>6_ce*}2wKt{5tBl0ND9)|>FE-$|#pT_Da%m1LN zIk9yId+zh9Ihc&D!VQ=B!aydm3_2~ZQGSQn)4O`KGfxK{Dnp3#dQv)gjQ414y z=DiNW_|oVt#}*%#-(em18Sd$_FJP4M z37G2l2bJH%j;CyB`&CpbTt+m> z=M4$g9z8GM(Bews)3^+2y2DYgd>#F9l-T`QuiA&1K4m^(XF}f5tlAIilIJ1O2VARl zz}v@eBy5ptWfe<-0B+{esCpFg>cL_5o>??FXu9I3EQEB^9v1bDR4!!OqCg#?$w3Qs zy(M1Mabb`Q&gl17dcXcZrJtNV;C%o&V}nI1bY=!=fHu;?qt49s2KFarV)nsOgx%Y4 zPr3D}%zq9J^8t5boAVeipX3X(ZtIK9pKi0h*japcnkVIL*i5&|_sr&9C&d!kZ7Dp& zyGBH-8>v<@Tixb5F22o1kh9a?aE1dfXZdv5%5$pfk&h`~1}Kt1P@Uk{mOgFVOCGAf{Gz;U-Y4y0v<%RzI%Q+fXzAY(v>-vS}4ogd~bpyNZ*d zpY1&6w#`;uN#y{N;AphU|Y@g9b zyIiHya|V6gpa%{5cLv>U&|HkW9Xhwyp#NgfVS|nu^w$Rc4}*SaP@CcJR)gMQP-@VS zK{p$8he3B4G#AHL4S%_Ix6$r2=o*8z8noJ=Is1>J`|V^Kdy!^-V=ZeV0vAn4v4q4$ zBcUxdIelAjQ=fz%yP$}3qVSbOP!xLd+MLzL(?v{WBP53M5*mv>TTDKCu87R?3nCb7Hny(}EJRVEKHqVA4J@cWlmxHB%Ow-BsFdDlQ7194-{@SsNG|H!`hY*=7fC4C9qzB`357@<2@CygqUeop>R>-fGL4|C$a_U$AsiPV z^{(I0vaX?4>v5;aCqx4H0ofOe1|yOnk~Iasus?(!0(}8dBCnZz!AMYoB20d9h4%?$ zZ&9x(2!zzd8W{ph#=U9$pEZ@ zK{TQb(^TNoq~{8JhNP-!eMk^uWSF!D<9@*1(Fg2%_+Yo_7q_%v%5k!$@ScPqZfO_9 z-l!P%M*>1iG@+r=TY%N*2nHV31cW?iLc1j)ib6!v9eH{P`NwI}b}h9xp=uv`jv;z90Y@9Vnk&mP3} z0se9bOv@)&&hZA$>7GS8eH;9f;Mv*Tg+I%N!6P3cH{tKSbKuKCzk*!g0(c4ZACMDR zDhXl#hc=GV3VsUoS-klh!87_Y%Cq1zpi?MYnGI+y-gw6E1AQ0e3Gg=L0!|cWzZ~>8 zDEq*(JY+FS2Y8l)uzZ5?jCLD5%NxFJ@P9dQ|L=@kq=jlCSVmU1di} zW>aOaKNJ@#S2Qlo`<~f3?|+)bRiig9oe^u}()^@#40?o^5a~ezl$%RqP9nJttgnod zL*IiA5~k0wtfZ;(kzmAGSIM!&q^Z)ITZNhpEy%E1)^${Jn{(JV)YR70Evv1otEsPK z|D(?)8Wr7Qpf4y10VyHEfj``H$8um z`L|CmeDpr8P;17^wKLGK8DC<+3wOS$ooVp@L0e$Z7i(u5(5Y1$u+o4Vqmdn4#}`@L z*+EF}-;|MaA2}2($jp#Bv9hF`kZMrAW>Uw`2IPH0ZnN>0<0XVRc!N@aB!v!~Hnh)R zqhk&#fY0|$$`8&ZWCNsU>R=Bb=_KS)uG&k;QQj|<9zy09@IMBMgwz;@pMFq-D)*~k zJ+=T1HYHeRyUYpq=(ZRQTbZV;hj^(OGv&U zWeOT=1i_G7a!Q6{Uan6`D-qy^Pv9HFHW9F>cnvu@mV}_;qaHB%yl&K@;w9wLqV8Ad zX*@u)lH0lIs?AsXx_nppuBLbPI1c4$EQg!-A_@O!tWv>qEMWy4!&axWc|+Bt?iHIbdRB$UOrSrB;nwS4ksJxF@*D zeqrml6#0>Rk~1T_+*5!;Zda*krfKf|hPf1G8>XJO+x;k{DBBlU`B7lysFZ!e&2P>t zbLYH6vqSDY@BrJlKBrF4fK9W0w`d6O<7jEI`Jnk^M}-D%Kv z8yaZtvXe9ytfnJcNucx>RL@H}`!FAMYCM*CDZDcx!b7NpxFRPVa0XW9X|8ME zEM?CC#jq00$>&Bj=f#eg^Jd<}ngW9-?KfuvIlmjLkbYMkV87riDO!fG6x;LXus_(k z|CW|3a`rMz48z$07#zrTjm`$x{yE!?sQN*)^Mrwl>cE?srDu=#XeybHg=(X>COs(HA@lh zMikhW_W6WW^L939_dseWua*bcJesvHonFAl;v99)GsXd{o~PXpAs!px*_Ud&(W5xa z{16n53^?;^C_{Mj)6I_!j@~#w-Tb5%A}XLC2n;?0i$|UOsIGJ3d_`Z;IQv%wL&=YJNHN zYm3cZjl^cPD&ROuzFen`Juk5t?SCK-0(+j5XtqpyyO>h7jlYyr)xZqD(7!&ez( zFQV6s9`{3#jiJ|w9)A*m)*~uXfTET=q3bX}I}eNiJE$!Kq%i3A{d}Xalh+mY@)%D% z^cB4oyxnZH)Mzg@+VhR}Orz~b3a78Q$!Kpz>)nKBOx(*uPaQ>K{h3^W38_V!+fKeV{Z*1tz*L9F6Z`)``PIJ?^5)&Ee=ACJqQ+M zRkwqsyB^0_iA_<=IP`ah_NpF(aUU2#b`n8^NT7r7IRmZlD%a4KTZsCB?oz>}EgeLC zo3bF(#CV_kYzs%S9YlWxQ!FtwbsD^?a&!z4FZxpJ#~FvzI-~xR#6FhTThsSodv%u! zEZudMp~EqG7FXqX9U$BOG+KY_`@-;B+{o{>KaT#f*MNKS$9@hl_>oN*9s@GxC-y#N zpY>FH-khftD1fINmZP?y+d8JsH~r+n22Ni>b1pwOC0BI;z?j1W8SYkX0obi$nIQ;N zngS=GSo;9GG3Ka(6z)6H`hKQ@vN8HS$2?GIOM4A~x(wO`Ali2!j0qP8+5V@vIKo_a z{q9Vx-|-~cJ$xd{wz|EP#oUxK93zSK;y@v)%)m!zorqGryz0~^*d#xI!-v%~ zB=!t@jUT=>|Euc-vM`jx;5n8Hi!oV)x-IjK;e2K_c%DOi*a@s|t}|m?(X}0zC^(+K@tcK>OF3Mi$f(@S+MO7WqePkHZq{9S&d)j? z!%$A~>aIsj$~~Z%6K*mFjG8wRLZn{19R8tjZvMkbeH`@q(Swxx#Bc}A)jrNm$hAMr zt;SnW%EO{WpWqKMZ9SsAXZnS^1nFwgIA)F;`UA$njfmfoy}@gccCoK`+*Ke6%mrc8Go!II4LJ?Hlt)9=jj6MR^pgT3xXLjSYrhes~>`<3YPi-~?Xflb~G z_ViAqcq1hWM`d}KS1lf3M&?kUw<#t zY_Og(8*^rZZtXps8y3HJfw(bySSQMd~YdPbBCSO^*c!I zjxut_Az`L!qB38ea`w#YENiqasvwJOXOOCy%Bk{+d3i_5-c#CH(r7CyA!SW~wev~s z{z_7-R*>4Ra#Fj-Not!G&zv>onplkN&IP)wx16{@cWqplch{Q9($h$;zmIRJBEIo) z`0wcdBVecX&Ce#35utY;5!L`URi+kN^YQUK%enIF_(q8uEy!2cNd;spn#xj^ZJp(I z8?j%C&wkdJ*YMr30{C4R!=cUM+l;YJW30DmpYy;q5uYuKXukwL3EI8OVT4sa0?jKD z(p^Lw;^zXiFDhT1E7LQdJy&O!#`^>5K%$S_T@vs2%V||f4)_!$JV3}6P}VAPSe5u4691CKXg$eekJ`Ec$dp+r$XK{u}zV1EUb`NbX&Z?p*I#IO(ZV&cPL6Qy}gTn z;^rLLWRbh=a({|U*<;D=@m;p+pAOTwn|J%AeBsYZ3~_)7wLG ze-yKSlY~NRL+O+piS|V!p&j8wZw%9tYdAfX>W-w;%c3!E$+tm?#N==yqzreR3@3N( zfX92K=r$#+46MbH(_~%ghK#HXbjnI!Qi+EX5qWJgV|b;n1bfgGjoe@m2zkVY{@RS9 z$O+X{6zC=7Cq>jwB^i;^X^_|Rv6}|csvPf%#${g`>ytS~uI$*ju0!%P8C!9h16BB& z%^{pQem4~AIQj=sCwN6_{5BwdFK!PjksYB(Qjr@F0N=WB4G)aVGKq*9O(ssG{!2~D z+-oLj{Jr9iD5R(_Tq_>xd)1_UsU7r}zWAbif#(wcjB_-;%!Drj-vgYVtq1U#fz%O# z{D(9l&8Pvs1~7+rT?Bp?-~qhvZNT~8P#t)?`++Y4+>d$(a1IZnz5)CVz(shkAL25A zl7&wIF2vjYQ_vd$H=%O*F2H$s*N+0{ImKGkCxG*Og69Yv=kU80&U1jrEc`Eh3;z`B zvl~im1mE;{y{(|LKraCS&+zByw1v}YIle76Aoj;&iFA8iMoC

G$j8(Z60$RMyBORMv1Beh8_{6jc41KMeglXqC4>fZI{z?%wl#&KZf!rLy~vO zF)_y5_PQ`~mz~KQWTj5bM12wdwzb#wg=1;C?vl1ubGko0cus$j#OG#jTlFbh+g8mj z+VnxMoRSm0NK*=HX)91vpXKXQ^Ax-vzyKA?7kTc`UiYnN!qZeI^7Ns-E?C%whRth{ z2d&-MRVVH&_`ao~v7u>oV^dQ@a~=O59ekll#fO(Qs>%^Hqd-A8-h1I1aFMG;BUj1; zUGNLvw!TR7HqW+}@M?K=v+UW%9rIaxEKA!~oqi3c=*DVKjlZPR=l2KJUEbYoAz$_X VfBqn%`F|)HAH*U4s(k4@@PFfqdS3tl literal 0 HcmV?d00001 diff --git a/dlls/igarch_core.mexw64 b/dlls/igarch_core.mexw64 new file mode 100644 index 0000000000000000000000000000000000000000..ee188eb658c32a2dc7cfa93c487c58a97bf5fe24 GIT binary patch literal 9216 zcmeHMeQ;aVmA{fDui_6Rhln~5Cl5zy!@4n!l?5BwR7zyHf~Uku3~|zcqDaq)7F$xE zo>F^BS{TI??Tr|gGA+yQA7Q6UcV-!;JHu`REmV$EoHR~jk}NTV*`&ahXG|L7(!qta zZ-4i_C&vMXVQ06~>6Dkb_ndn^?mhQ+zfR=vmWN3hA;gBFX@ndA<)2@#KfM}<`idpb zT|u6ickJ2&7V+4%T{{yQAuXqN$k9F_7ELBoim+W0 z@3`Z=AJwdSTrHJaah`f5+O^_ho!&703-u~p{|{=VE?=l#ty72U(rKkmHzZ;^c^{>S zJ39!8KTuA-^z?~vNj635g-Yu@1P#f2L)x_v)TQ(HSvcXml@L3x@RcY@qXCcx9@5ol z7)~Yf@wOomzDUS=SdZ2t9#GOr$PakeenKwtcIn$jNL7jd-%x>&sZX(QRHS|d`am@* z9x|UhU+g)bK*+X6IUZG_gnX?W3J8b;#l#4l{`nDgqhUt2aY+*jpUc&}aq06DQfy2c zhWZ>K(Crpovf-Sc_a|rM7vpRV%W?g$08=4zWZZFub3pTtODpb7~V8cDmUMUZ;a+)gIt)<-MC&%YE zdI_TW5CI{G{4R(Na>wkGdc30VIc+a1c=xXDE9SEFYY3m;sOp^=2Jv zeeCSH4(}Q7nLtjnIrr@Y;I|cQjbdT-l)grVTQBNM9%N&|!XkaKsY!c!oJ;odT|oE% zmu45rz5V|-yAI#kJ#7f6p@W^KWiOi3qYc9y4JXAyaD>BgX>O&F`8G1=Mw!i{Lxin1 zOmjsC)qYBI2OWUlKNIr3!xt0QtKm|!dd9hL>F+g7-+m&)s^@ll`Yj^U4+PE$1=md( zKRyhn$vOCKOkUqPe+wqW4uu-9oo8&jw}sf~ZH3@*SE%6#j)aX4O<*?+g$q@AzF)DB z{wY*+1`!!&#<{tOkd7b<{}@+eYt+zjh#+=RmCGU04XB!Z0fX*YIKA5GvK@^0@A}6L&-4j=-IPO}HUCL+oAlN+35g zPpP7X>KRXmpkb01p1!3D>;zzP9nYireCW1?V$Y3G-V`MsWp(NxbGvgOl3=a*;H zmyA{uZ%wJgMyrLlRQ2DDmLJ}#`Y(Fp3h*=PcMOF?Wam_lC1v|OhCbw?Y)ah)S%fNT*W1Qw8I;`?1IS5A{l*op0!aWpc*N-c%C5WntvX`+iL0oXlgHQtN&(%e#_{tT})F#QljebV6HC~aZSEzHh|Y{GZiIoN^-n0*Dt@r^hiTFT=&9Ap>r z_NyV1u=kho*POC$$E1t;hLx+IRWX|8EP8=wfYiz1t%Or^Q=4jeCe3vJy) zly^0E5h)sN?I6m3Qx--y4jndN_I<9%cM$C)hImBp=^ZX&)qBv;VSNp4(f482F8ZdF ze-_z?B70-rn@N7o3A{a0tHD{w1_0PJ{OrC;k&8 z_kqPZI09xCCwAfENWFrT$wcaxwK`IE6R6{8`bLy01E(9YfRi`Vg8N|}N}+lHWW@e` z*l<|Y`B3{tvU_2$$uOWG>Tj?bBli1Y#WNq@g=__7BlKJLdm*8%?fXEKYtdT{jQRkK zFi2!g~hdiJw6Y+!TB618dexnf-OZLkEkB zLmOk`IB&w>8Rbfmy~s{ub<|bA)3lPOJ>aHMJS`mf$OOZS!f`KD7ck1i3`~vtgR)n!$@lZ2-5(%B=l2zSX0&W2Wk)sl z%aBce<5@&c)KlG7GSSnb zx%cYU_GNJ862In_4M`;=#(Wcncvttq!Hk zTO6h_+D6L`dyDtC^8X@ctDdVw_&u%bYn_i4e?2@Z#sY0fXGL~GEE@_qf9PM(;rwBD z`E3P})OKJ~EoSShMBfRyf(0C92SwkQ>_V7~R?hM^D}%J3?;FtO zmlJ(|3>Tse>d9TSAbOfK_gS1geJwQiYhZ(HJmfv2xyR@5r??5MTT05K5Qx~WHm6MbhzXK-B1*FAJ4?xy!og4+kqI8gesW7e;uBW>B6di_hi<`0tp z4t}I4dz&)k<>BR&S(qaq_NeD^cK8;=YdrUxwI8w9UKrA|CBMah{#MxCr?5mI*%<0EcRYs~-JBsCLq!WuP z$l_HC$l^z?o~k`})!2gK{B+GWSEr@iO3It9O_sVUQg^75)F~CDu4^8tTjd~i%?qc# zaLzrp(Cr{@$ldXI#0|N7Lrw9SYmDUMR-_QuAw~KDe$U}FfHqH|&Y8dOSe)g=8UG97 zTm{-(nXWO%1ARP>BGehw z@NwuqWX@W5fgcm_+t^YJXnsk^iUJ|&IkGtRmmjjGIWpT9;Q-kueSdD}<*U}d{xz}` zRit1lyS-NmM-@5IAGxuqiIBITyH!#;Wpdu&HpZg8QJM56w)gcn#(R57GwGB1J7hVW z+0n&+hU6N_P>~xg5h)qN&%u#&Dv?wqnXI)&`l7w~nJ*HP74maSB#}%gQ1p@Gm-vW8 zp0f4Gl0-;LsfTzZnZ;-;ERnc$S&y%iNVG4rBO>)DF#2W^iL8la(o!tZlZZujMw9Vg z3`@3fc{<%4ODne|dU+)GLK5qhqREIdkd_cfPb!j(_DLDA&?lq4gnX|ol1(Dmd&nTH zG22v9AEw$0@y<0HTAOr4mf1G;N>ZAPl3*ee1)yC!fo@z(Y?q_*z#2?H zL)Mn9&r0$@rzH2JK)jCoZXC!cQeRi1PYPr(SBZ1v_Kpo}J4A1@9^fZz`qFRc8*nc8`7ITSwusV+ z;zHgaffAC~5tU;*Be9e$HDa;9e#0uh32wF5B-NmU{3BZH~-*yNC*k@W7itA5B!7RId$Ny_k-tWzQaw(Yv7ST zkrzJkJ{fCjWS9=U_hbk?nHsnn}!2vi)J!X-}c@Cp}(&;nQ5=j%E_BD zv7J(1G_#^F5tCDyRFASEmg>7Hn(1rYwX$BoOPA=8GRmEjoWV=cUca)jss85b3PEU7 z;T8Ujy?G5kcxI$nR!%4bdOrfbHlD3x6e->*CwAcp+#zLVm2=e{{cz<^mMHC# zdWBwIx7SBAq2#XAJ(656WD|iHe_Pw@d!oG=ss84+>u3AE+Z*N021(0Jz> zWG8Djbkz&HO4zqHHZ?Y{Y-(<9Y^mpe(dQFQ$pO6V2}O!2Ss5Kf`{FmOf);sUB6hnp z&;?xhvh~DTwtKg?MpsHJTO{vx4$Md6F(Yle{*&i$Nv_ZKlK;(}fnYGS_SWuhlli>; Vf5U?a#^2N(Pv8)L{{7h@@IMtP16lw8 literal 0 HcmV?d00001 diff --git a/dlls/tarch_core.mexw64 b/dlls/tarch_core.mexw64 new file mode 100644 index 0000000000000000000000000000000000000000..94ab2987bd414b7eddd27b16260e9bf3dad30d40 GIT binary patch literal 9216 zcmeHM4RBM}mAn>Y!DJoMBu>Z-B(Rg`bu)3;%-{m; z+wZ>jWDMzM(#dqTv*mj3J?EZt?z!ij`*)rk*m8gr6GF_Ws!GTUfV_CM_OqKYuxBlN zaTYmTdUDYVCgJ3wj-F`BnUoR_NTFV5I24a3WaoC#DW&7iXx!PdVWYD*5fN)EE6ZGl z>P?$I`T6Wsk1K^*C6p?2(XSG2)8OqF-cxSY_)jS18hxHJUxQY~uEBB*wnxJ~Tt~s; zwpKzSe_KNS;>V`~1==L3ah4aA!e~(D=+r~=0PPyS$HW20iwLps2BiQ=5*-9-(@Kqv zjy|XWKHb+T_Ae9C2I+ha>;dGRpK#S)Lay+Bp>z>aQNaHY=pm@R#YQKz_j9p)wQ}9>Ee_+RPM`s-nm-5aJM$83u-=s zpvf(`D#I}^*C(Zd33ZGbb1SCbQC2?%O2>H?F`TZ1~IcnMiEqk9AW91)<| z4ws!~1($W>y}k~b`E?x)f8X^eMpE_**AF<%##~)AE4!Aqx=+*0WwW163g}h|Y+%=& zGLAc{*_Ja?yC#M3Q?3J0A%r_zNg9s1`uv`Eh45k59!_MZZMo;M2?Utu6tcTq z_5horY*<)!iRLQK&}B!3T}j>XD*p()@0lN*BI^3t+_&To9!EN<`r~6 zf#rE2SJ4j+x!|+ey;cgF{TT&zE2ay!`__zIuyq2NZQ^X|1Zmw_kdA>=%1LciAhjzX zy#~^3O^KZkoCN78ADDhxU@fk;fajInxBJ=Px?IPrR{yerK&~Y}byH=E~B}Q zm#y%t;1Xpo6X!nR{ci7hU6w&vu{JdUb)c1;!TkXI?_Y2dn|lySDug|5jBC zM@nGWrUJu;&HTc32riohhJ!@WETtfK+4>*nfxx)jKX8N%(Pe`)GiBZt^|KM0YdK@5 z%TC}hnT_*Ca|_tD>y6!uJ!hv=G?Ukk9d==eh< zzw4L={aA=8=i=7k zQlu@}h|Ajotf2*WQXRNU!Oiob>j{|q-VS0%jRU%H$cg{oP`2&#@NvQP%P%NFrtCC3Tvkoz@9E^$g1Mk0_W;b^H=Jmpea6 zZ9lCZfn@sJM2YX;FdE7Zqo0{7l5Iy8qOaUQXP3v(pfO4Qde z#d=NCGa9e55gkqB5c-1Wa@rzzCgpz>*kys8oA^f@K-EzVmg-oj>9AP&fUKnyAlp1q zMM#V1BU`_=MIUKChyM6mFxZ_R=le8s$z<#2TXZ^3>?6vqkJNXOb{Ua+5(*G0ixDV> zu4h=T(BtIB0#4jPa}I%Y0~rLnB(V2>&UIuvm8@eYH1?lL&uMfpVCgdV zX^_WX0UL3XEtyM2X*Xq-?;$+2KQCL=Q8vbpQvYdruE1VqZ(((mRk&&kWZOQThfK2^ za7JfkR8#tE{rU7t@Z6{Pu;0MD>CWU8RTWtEa!eF}^6~=1r@r2=!VtAMy?R>fAcQZD z-FkfS3HCO>2jvB@@xqsM8*$O=b`@-$D1ld7UCv?4BR3<8C~VLOATACqfcpKa#SM}; zk+RFqFH@(VO|f?<`xwzkTa*Vii-#Gu@T*)y9e+U@c;JKM?02flL|j!+&GEgUpg{RCH$Yd#1tF^jTdzAcK>QJNXFQqLLbLp?4$ zB!kzCOX=fcpJN<<<0u3-AmDl*ME81-CJs;5j4MTE>KI^?JM%t3Y>nEW|UGkLHKCQLSp!IIz$BDB4qU<%A4Iu3@F>5y9Qa;4F;oEQ9jNoJa zr{#w&uio^Z(V0lg$+YZD#A7>a3-TQz|0xUPlv5J_ zDjk)?$TY7Y^I32aXWH@81?mtwywC9g)Mt3V%uLE~Xi%Ov)k_V(CEc zJVS?Rj+xA9pOvpjme-l)my-EMZ=SsA?3_`1epa%wtD>#E4rxJ25hW)%Uy~;|e>*r10a@H|A&tWAF&>fLd;sD*zK0E)(t$MP+(~n*xI+OSfhr@pK zQ-IED-CL8bgxDfqBDPh4_2o%pzP8!Myj+h7qPHSR-HX~-7{~p^n6mnkWU1Li%xefK z$o>dp-a+kxEQcn8Z_>tCwJ}qR_4#=#V68`;c)n)Px)-!{)6?@7H+R_=cD}0}U z_P>=sw{voTQE%T`NesziOCr5JCI&*X6zvPHuESpX0KB_IxlJM;>e$9`C>D}PEV{k7 zuQn2kk$TcA_O(h}vTM|V=8VVXB!FU?8EjI-t;x!uIC&5r}>Vcrx7sc%NkzjCb zFqIU;(e7wC*b|CJVwjd};q+v(Gn|y~jK;Vn-vT8Z6GQQ!yfZ1nj_yP-9_kfSK*5iP zVuUcvxJUNNW-5E<(IJqTvTM0wF&(p}#gQ zNn%{q75O8CJUfHhCMCjRDh2WeK6c~Ilq~jkM0-VF3ciXQBX_s9uWuFH^_qb*Hh$qZ z^EF@A&n!Q;yf&cUgzDw>CPF#@@x>65!ac!oLK17S#t+@Tim&~h>3CRCoL)bPZHn^{QdPHuCa>i(5Z`x7?*hG}0k0yFZ6nRy7$M;<~>ePEFe4+7rP z`$^#Z4)_i};YNWYeuf`X(0P3TX$qxMV(<3Y zPG?_lES_qvNlWpsr@}pAZz#3AHyV}_sYJKDJe=tLdMMRfyJKaI6E9x0TTIEDMJa`+ zqq$~fZC%YBm1Rz6lPslEvLCPU=hWub$6;hj45y{2yi?QTL}}t_J7y6hZBldxp27#j z)HHJ@yR{EP`5PvPJH(hX#@ptaP|6?Qk$6y)YMkk)FU;TA=9=zMEG5?5(X?V(_qBtk z_0N#_)a*?wuCcXg#kA9U3?gDuj7N|<6?|zbP-LGG>#Oq=qVLB58SXoIKGR(DP&DqY zuW|B}rnx3iScTfnYmud_ZSSaY?kL2*v9_+Zeq~*KeQiSx|BpU*G$Hx$)JJ78ET<(X z2=zv8Uj;7m!)W+!ac2kO!k4W(+_2rfy)m>>T-hMHxAVYUZ;xSV(~95k!&SQG?bY#j jwE0?E{Oj-P>@<)Y{Vx^|;?)1AZv7z+@s09l7lHo)0DK8i literal 0 HcmV?d00001 diff --git a/duplication/chi2cdf.m b/duplication/chi2cdf.m new file mode 100644 index 0000000..cee2f06 --- /dev/null +++ b/duplication/chi2cdf.m @@ -0,0 +1,39 @@ +function p=chi2cdf(x,v) +% Cumulative Distribution Function (CDF) of the Chi-square distribution +% Work-a-round for the Stat's Toolbox chi2cdf +% +% USAGE: +% P = chi2cdf(X,V) +% +% INPUTS: +% X - Chi-square random variables +% V - Degree of freedom parameters, either scalar or size(X) +% +% OUTPUTS: +% P - Cumulative distribution evaluated at X +% +% COMMENTS: +% V>0 +% +% REFERENCES: +% + +% Copyright: +% Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 8/1/2005 + +if nargin~=2 + error('2 inputs required') +end + +[err, errtext, sizeOut, v] = iscompatible(1,v,size(x)); +if err + error(errtext) +end + +%Compute the st +p=repmat(NaN,sizeOut); +pl = v>0; +temp=gammainc(x(pl)/2,v(pl)*0.5); +p(pl)=temp; diff --git a/duplication/iscompatible.m b/duplication/iscompatible.m new file mode 100644 index 0000000..840a654 --- /dev/null +++ b/duplication/iscompatible.m @@ -0,0 +1,145 @@ +function [error, errortext, sizeOut, varargout]=iscompatible(narg,varargin) +% Check whether a set of input parameters is compatible with a requested output size +% +% USAGE: +% [ERROR, ERRORTEXT, SIZEOUT] = iscompatible(NARG,P1,P2,...,PK,S1,S2,...,SN) +% [ERROR, ERRORTEXT, SIZEOUT] = iscompatible(NARG,P1,P2,...,PK,[S1 S2 ... SN]) +% [ERROR, ERRORTEXT, SIZEOUT, P1, P2, ... , PK] = iscompatible(NARG,P1,P2,...,PK,S1,S2,...,SN) +% [ERROR, ERRORTEXT, SIZEOUT, P1, P2, ... , PK] = iscompatible(NARG,P1,P2,...,PK,[S1 S2 ... SN]) +% +% INPUTS: +% NARG - Number of parameters to be checked, K above +% Px - Parameters to be chekced. Must be as many as narg. May be +% either scalars of arrays +% Sx - Requested output size. Either individual scalars or a vector +% +% OUTPUTS: +% ERROR - 1 if there is a problem with the input parameters, 0 otherwise +% ERRORTEXT - A message detailing the nature of the problem +% SIZEOUT - The matched output size +% Px - Parameters transformed to all have the same dimension so that size(Px)=SIZEOUT +% +% COMMENTS: +% Helper function for various distribution, probability, inverse +% distribution and random number generators + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 9/1/2005 + +% General Strategy +% 1. Sort the parametes form the size arguements +% 2. Find max dim of parameters, make sure all are either 1 by 1 or this +% size; be careful if ndim is 2, then you want the max length +% 3. Figure out the output size, either a vector or a buch of scalars +% 4. Finally compare the parameter size to the SIZEOUT +% 5. Repmat the parameters is necessary + +% Default error text +errortext=''; +varargout=cell(narg); + +% Error if there are not enough inputs +if length(varargin)1)==1 + % If only one is non-scalar, it's size becomes the common size + param_size=size(params{param_len>1}); + +else + % If more than one are scalar, get all teh sizes and make sure they are + % the same + param_non_scalar=find(param_len>1); + params_non_scalar=params(param_non_scalar); + for i=1:size(params_non_scalar)-1 + % This is an error if any two non-scalar parameters have different + % sizes + if ~isequal(size(params_non_scalar{i}),size(params_non_scalar{i+1})) + sizeOut=[]; + error=1; + errortext='Parameter size mismatch. Must be either scalar or of a common size.'; + return + end + end + %If they all have the same size, then the parameter size is just hte + %size of the first non-scalar parameter + param_size=size(params_non_scalar{1}); +end + + +% Parse the requested output size +if length(varargin)>narg + sizeOut=varargin(narg+1:length(varargin)); + if length(sizeOut)==1 + sizeOut=sizeOut{1}; + if ndims(sizeOut)==2 && length(sizeOut)==numel(sizeOut) + else + sizeOut=[]; + error=1; + errortext=['Requested output size cannot be parsed. Should be a ' ... + 'vector or series of scalars.']; + return + end + else + if all(cellfun('length',sizeOut)==1) + sizeOut=cell2mat(sizeOut); + else + sizeOut=[]; + error=1; + errortext=['Requested output size cannot be parsed. Should be a ' ... + 'vector or series of scalars.']; + return + end + end +else + sizeOut=[]; +end + + + +% Finally, compare the parameter size to the requested output size +if prod(param_size)~=1 && ~isempty(sizeOut) + if isequal(param_size,sizeOut) + % If both are provided, are they equal + error=0; + else + % If not, an error + error=1; + sizeOut=[]; + errortext='Requested output size and parameters are not of compatible sizes.'; + return + end +elseif isempty(sizeOut) + % If no sizeOut is requested, then the parameter size is the sizeOut + sizeOut=param_size; + error=0; +else + % If all parameters are scalars, then and a sizeOut is provided, use that + error=0; +end + +% If the user wants transformed parameters to the common size, provide them +if nargout>3 + for i=1:narg; + if length(varargin{i})==1 + varargout{i}=repmat(varargin{i},sizeOut); + else + varargout{i}=varargin{i}; + end + end +end \ No newline at end of file diff --git a/duplication/kurtosis.m b/duplication/kurtosis.m new file mode 100644 index 0000000..6ff9054 --- /dev/null +++ b/duplication/kurtosis.m @@ -0,0 +1,27 @@ +function k=kurtosis(x, flag, dim) +% Estimate the 4th standardized moment from a vector or matix of data. +% +% K=kurtosis(X,FLAG,DIM) +% +% INPUTS +% X - Data to be used in skewness calculation +% FLAG - Not implemented +% DIM - Dimension to compute the kurtosis on if x is not a vector + +% Author: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 2/25/2006 + +if nargin==1 + dim=1; +end + +ncm1 = mean(x,dim); +ncm2 = mean(x.^2,dim); +ncm3 = mean(x.^3,dim); +ncm4 = mean(x.^4,dim); + +cm2 = ncm2-ncm1.^2; +cm4 = ncm4 - 4*ncm3.*ncm1 + 6*ncm1.^2.*ncm2 - 4.*ncm1.^4 + ncm1.^4; + +k = cm4./cm2.^2; diff --git a/duplication/normcdf.m b/duplication/normcdf.m new file mode 100644 index 0000000..79c8fdc --- /dev/null +++ b/duplication/normcdf.m @@ -0,0 +1,49 @@ +function p = normcdf(x,mu,sigma) +% Cumulative Distribution Function (CDF) of the Normal Distribution (Gaussian) +% +% USAGE: +% P = normcdf(X,MU,SIGMA) +% +% INPUTS: +% X - Normally distributed random variables +% MU - Mean parameter +% SIGMA - Standard deviation parameter +% +% OUTPUTS: +% P - Cumulative distribution evaluated at x +% +% COMMENTS: +% SIGMA>0 +% +% Uses ERFC +% +% See also NORMPDF, NORMINV, NORMRND, NORMLOGLIK + +%%%%%%%%%%%%%%%%% +% Error Checking +%%%%%%%%%%%%%%%%% +if nargin==1 + mu=0; + sigma=1; +elseif nargin==2 + sigma=1; +elseif nargin<1 || nargin>3 + error('Requires one to three input arguments.') +end + +[err, errtext, sizeOut, mu, sigma] = iscompatible(2,mu,sigma,size(x)); + +if err + error(errtext); +end +%%%%%%%%%%%%%%%%% +% Error Checking +%%%%%%%%%%%%%%%%% + + +% Initialize P to zero. +e = (x-mu)./sigma; +% Find any nan values +good = sigma>0; +p=repmat(NaN,size(x)); +p(good)=1-erfc(e(good)./sqrt(2))/2; \ No newline at end of file diff --git a/duplication/norminv.m b/duplication/norminv.m new file mode 100644 index 0000000..4120db0 --- /dev/null +++ b/duplication/norminv.m @@ -0,0 +1,49 @@ +function x = norminv(p,mu,sigma) +% Inverse Cumulative Distribution Function (CDF) of the Normal Distribution (Gaussian) +% +% USAGE: +% X = normcdf(P,MU,SIGMA) +% +% INPUTS: +% P - Cumulative distribution values +% MU - Mean parameter +% SIGMA - Standard deviation parameter +% +% OUTPUTS: +% X - Normally distributed random variables +% +% COMMENTS: +% SIGMA>0 +% +% Uses ERFINV +% +% See also NORMPDF, NORMINV, NORMRND, NORMLOGLIK + +%%%%%%%%%%%%%%%%% +% Error Checking +%%%%%%%%%%%%%%%%% +if nargin==1 + mu=0; + sigma=1; +elseif nargin==2 + sigma=1; +elseif nargin<1 || nargin>3 + error('Requires one to three input arguments.') +end + +[err, errtext, sizeOut, mu, sigma] = iscompatible(2,mu,sigma,size(p)); + +if err + error(errtext); +end +%%%%%%%%%%%%%%%%% +% Error Checking +%%%%%%%%%%%%%%%%% + +% Find any nan values +good = sigma>0 & p>=0 & p<=1; +x=repmat(NaN,size(p)); +x(p==.5)=0; +x(good & p>.5) = erfinv(2*(p(good & p>.5)-0.5))*sqrt(2); +x(good & p<.5) = -erfinv(2*(-p(good & p<.5)+0.5))*sqrt(2); +x=x.*sigma+mu; \ No newline at end of file diff --git a/duplication/normpdf.m b/duplication/normpdf.m new file mode 100644 index 0000000..6f672b0 --- /dev/null +++ b/duplication/normpdf.m @@ -0,0 +1,51 @@ +function y = normpdf(x,mu,sigma) +% Probability Density Function (PDF) of the Normal Distribution (Gaussian) +% +% USAGE: +% Y = normpdf(X,MU,SIGMA) +% +% INPUTS: +% X - Normally distributed random variables +% MU - Mean parameter +% SIGMA - Standard deviation parameter +% +% OUTPUTS: +% Y - Probability density evaluated at x +% +% COMMENTS: +% SIGMA>0 +% +% This is a clean room implementation that mimics the core function of +% MATLAB's normpdf. +% +% +% +% See also NORMPDF, NORMINV, NORMRND, NORMLOGLIK + +%%%%%%%%%%%%%%%%% +% Error Checking +%%%%%%%%%%%%%%%%% +if nargin==1 + mu=0; + sigma=1; +elseif nargin==2 + sigma=1; +elseif nargin<1 || nargin>3 + error('Requires one to three input arguments.') +end + +[err, errtext, sizeOut, mu, sigma] = iscompatible(2,mu,sigma,size(x)); + +if err + error(errtext); +end +%%%%%%%%%%%%%%%%% +% Error Checking +%%%%%%%%%%%%%%%%% + + +% Initialize y to nan. +% Find any nan values +good = sigma>0; +y=repmat(NaN,size(x)); +y(good)=(1./(sqrt(2*pi)*sigma)).*exp(-(x(good)-mu(good)).^2./(2*sigma(good).^2)); diff --git a/duplication/skewness.m b/duplication/skewness.m new file mode 100644 index 0000000..295070d --- /dev/null +++ b/duplication/skewness.m @@ -0,0 +1,27 @@ +function sk=skewness(x, flag, dim) +% Computes the standardized 3rd moment +% +% USAGE +% SK=skewness(X,FLAG,DIM) +% +% INPUTS +% X - Data to be used in skewness calculation +% FLAG - Not implemented +% DIM - Dimension to compute the skewness on if x is not a vector + +% Author: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 2/25/2006 + +if nargin==1 + dim=1; +end + +ncm1 = mean(x,dim); +ncm2 = mean(x.^2,dim); +ncm3 = mean(x.^3,dim); + +cm2 = ncm2-ncm1.^2; +cm3 = ncm3 - 3*ncm1.*ncm2 + 2.*ncm1.^3; + +sk = cm3./cm2.^(1.5); diff --git a/mex_source/agarch_core.c b/mex_source/agarch_core.c new file mode 100644 index 0000000..d3c3680 --- /dev/null +++ b/mex_source/agarch_core.c @@ -0,0 +1,105 @@ +/* Change this to reflect the apropriate header file */ +#include +#include "mex.h" +#include "matrix.h" + +/* + * agarch_core.c - + * This is a helper function and is part of the UCSD_GARCH toolbox + * You can compile it and should work on any platform. + * + * Copyright: Kevin Sheppard + * kevin.sheppard@economics.ox.ac.uk + * Revision: 1 Date: 7/12/2009 + */ +void agarch_core(double *data, double *parameters, double *back_cast, int p, int q, int m, mwSize T, int model_type, double *ht, double *shock) { + + mwIndex i, j; + double gamma, gamma2; + gamma = parameters[p+1]; + gamma2 = gamma * gamma; + + if (model_type == 1) { + for (j=0; j1) + mexErrMsgTxt("One output only."); + + /* Get the scalar inputs */ + p = (int)mxGetScalar(prhs[3]); + q = (int)mxGetScalar(prhs[4]); + m = (int)mxGetScalar(prhs[5]); + T = (mwSize)mxGetScalar(prhs[6]); + model_type = (int)mxGetScalar(prhs[7]); + + /* Create a pointer to the input matrices . */ + data = mxGetPr(prhs[0]); + parameters = mxGetPr(prhs[1]); + back_cast = mxGetPr(prhs[2]); + + + /* Set the output pointer to the output matrix. */ + plhs[0] = mxCreateDoubleMatrix(T, 1, mxREAL); + pTemp[0] = mxCreateDoubleMatrix(T,1, mxREAL); + + /* Create a C pointer to a copy of the output matrix. */ + ht = mxGetPr(plhs[0]); + shock = mxGetPr(pTemp[0]); + + + /* Call the C subroutine. */ + agarch_core(data, parameters, back_cast, p, q, m, T, model_type, ht, shock); + + /* Clean up */ + mxDestroyArray(pTemp[0]); +} \ No newline at end of file diff --git a/mex_source/armaxerrors.c b/mex_source/armaxerrors.c new file mode 100644 index 0000000..5251522 --- /dev/null +++ b/mex_source/armaxerrors.c @@ -0,0 +1,110 @@ +/* Change this to reflect the apropriate header file */ +#include +#include +#include "mex.h" +#include "matrix.h" + + +/* + * armaxerrors.c - + * This is a helper function and is part of the UCSD_GARCH/MFE toolbox + * You should be able to compile it on any platform. + * + * Author: Kevin Sheppard + * kevin.sheppard@economics.ox.ac.uk + * Revision: 3 Date: 10/16/2009 + */ + +void armaxerror_core(double *parameters, double *p, double *q, int constant, int np, int nq, double *y, double *x, size_t m, size_t T, size_t k, double *sigma, double *e) { + + /* + * e = zeros(T,1); + * for t=m+1:T + * e(t) = y(t); + * if constant + * e(t) = e(t) - parameters(1); + * end + * for i=1:np + * e(t) = e(t) - parameters(constant+i)*y(t-p(i)); + * end + * for i=1:k + * e(t) = e(t) - parameters(constant+np+i)*x(t,i); + * end + * for i=1:nq + * e(t) = e(t) - parameters(constant+np+k+i)*e(t-q(i)); + * end + * end + */ + size_t t, offSet; + int i; + for (t = 0; t < m; t++) + { + e[t] = 0; + } + for (t = m; t < T; t++) + { + e[t] = y[t]; + if (constant) + { + e[t] -= parameters[0]; + } + for (i = 0; i < np; i++) + { + e[t] -= parameters[constant + i] * y[t - (int)p[i]]; + } + for (i = 0; i < k; i++) + { + offSet = T * i; + e[t] -= parameters[constant + np + i] * x[t + offSet]; + } + for (i = 0; i < nq; i++) + { + e[t] -= parameters[constant + np + k + i] * e[t - (int)q[i]]; + } + e[t] = e[t]/sigma[t]; + } +} + + +/* The gateway routine */ +void mexFunction( int nlhs, mxArray *plhs[], int nrhs, const mxArray *prhs[] ) { + /* 0 1 2 3 4 5 6 + * armaxerrors(parameters,p,q,constant,y,x,m) + */ + double *parameters, *q, *p, *y, *x, *e, *sigma; + int constant, np, nq; + size_t T, m, k; + + /* Check for proper number of arguments. */ + if (nrhs!=8) + mexErrMsgTxt("Eight inputs required."); + if (nlhs!=1) + mexErrMsgTxt("One output only."); + + /* Get the scalar inputs */ + constant = (int)mxGetScalar(prhs[3]); + m = (size_t)mxGetScalar(prhs[6]); + + /* Create a pointer to the input matrices . */ + parameters = mxGetPr(prhs[0]); + p = mxGetPr(prhs[1]); + q = mxGetPr(prhs[2]); + y = mxGetPr(prhs[4]); + x = mxGetPr(prhs[5]); + sigma = mxGetPr(prhs[7]); + + /* Get the dimensions of the matrix regressand to make an output matrix. */ + T = mxGetM(prhs[4]); + k = mxGetN(prhs[5]); + np = (int)mxGetM(prhs[1]); + nq = (int)mxGetM(prhs[2]); + + /* Set the output pointer to the output matrix. */ + plhs[0] = mxCreateDoubleMatrix((mwSize)T, 1, mxREAL); + + /* Create a C pointer to a copy of the output matrix. */ + e = mxGetPr(plhs[0]); + + /* Call the C subroutine. */ + armaxerror_core(parameters, p, q, constant, np, nq, y, x, m, T, k, sigma, e); +} \ No newline at end of file diff --git a/mex_source/egarch_core.c b/mex_source/egarch_core.c new file mode 100644 index 0000000..63230af --- /dev/null +++ b/mex_source/egarch_core.c @@ -0,0 +1,120 @@ +/* Change this to reflect the apropriate header file */ +#include +#include +#include "mex.h" +#include "matrix.h" + +/* +* egarch_core.c - +* This is a helper function and is part of the UCSD_GARCH toolbox +* You can compile it and should work on any platform. +* +* Author: Kevin Sheppard +* kevin.sheppard@economics.ox.ac.uk +* Revision: 3 Date: 3/1/2005 +*/ +void egarch_core(double *data, double *parameters, double *back_cast, double *upper, int p, int o, int q, int m, mwSize T, double *ht, double *logHt, double *stdData, double *absStdData) +{ + mwIndex i; + int j; + double exp_back_cast, vol, subconst, eLB, hLB; + + exp_back_cast=exp(back_cast[0]); + subconst = 0.797884560802865; + for (j=0; jupper[0]) + { + if(mxIsInf(ht[i])) + { + ht[i] = upper[0]; + } + else + { + ht[i]= upper[0] + logHt[i]; + } + logHt[i] = log(upper[0]); + } + vol = sqrt(ht[i]); + stdData[i] = data[i]/vol; + absStdData[i] = fabs(stdData[i])-subconst; + } +} + + +/* The gateway routine */ +void mexFunction( int nlhs, mxArray *plhs[], + int nrhs, const mxArray *prhs[]) +{ + /*ht=egarch_core(data,parameters,back_cast,upper,p,o,q,m,T);*/ + double *data, *parameters, *ht, *back_cast, *upper, *logHt, *stdData, *absStdData; + int p, o, q, m; + mwSize T; + mxArray *pTemp[3]; + + /* Check for proper number of arguments. */ + if(nrhs!=9) + mexErrMsgTxt("Nine inputs required."); + if(nlhs>1) + mexErrMsgTxt("One output only."); + + /* Get the scalar inputs */ + p = (int)mxGetScalar(prhs[4]); + o = (int)mxGetScalar(prhs[5]); + q = (int)mxGetScalar(prhs[6]); + m = (int)mxGetScalar(prhs[7]); + T = (mwSize)mxGetScalar(prhs[8]); + + /* Create a pointer to the input matrices . */ + data = mxGetPr(prhs[0]); + parameters = mxGetPr(prhs[1]); + back_cast = mxGetPr(prhs[2]); + upper = mxGetPr(prhs[3]); + + + /* Set the output pointer to the output matrix. */ + plhs[0] = mxCreateDoubleMatrix(T,1, mxREAL); + pTemp[0] = mxCreateDoubleMatrix(T,1, mxREAL); + pTemp[1] = mxCreateDoubleMatrix(T,1, mxREAL); + pTemp[2] = mxCreateDoubleMatrix(T,1, mxREAL); + + /* Create a C pointer to a copy of the output matrix. */ + ht = mxGetPr(plhs[0]); + logHt = mxGetPr(pTemp[0]); + stdData = mxGetPr(pTemp[1]); + absStdData = mxGetPr(pTemp[2]); + + /* Call the C subroutine. */ + egarch_core(data, parameters, back_cast, upper, p, o, q, m, T, ht, logHt, stdData, absStdData); + mxDestroyArray(pTemp[0]); + mxDestroyArray(pTemp[1]); + mxDestroyArray(pTemp[2]); +} \ No newline at end of file diff --git a/mex_source/igarch_core.c b/mex_source/igarch_core.c new file mode 100644 index 0000000..d5d6b22 --- /dev/null +++ b/mex_source/igarch_core.c @@ -0,0 +1,84 @@ +/* Change this to reflect the apropriate header file */ +#include +#include "mex.h" +#include "matrix.h" + +/* + * igarch_core.c - + * This is a helper function and is part of the UCSD_GARCH toolbox + * You can compile it and should work on any platform. + * + * Copyright: Kevin Sheppard + * kevin.sheppard@economics.ox.ac.uk + * Revision: 3 Date: 9/1/2005 + */ +void igarch_core(double *fepsilon, double *parameters, double *backCast, int p, int q, int m, mwSize T, int igarchType, int constant, double *ht) { + mwIndex i, j; + + /* Initialize the final parameter */ + double finalParameter = 1; + for (i = 0; i < p + q -1; i++) { + finalParameter -= parameters[constant+i]; + } + + for (j=0; j1) + mexErrMsgTxt("One output only."); + + /* Get the scalar inputs */ + p = (int)mxGetScalar(prhs[3]); + q = (int)mxGetScalar(prhs[4]); + m = (int)mxGetScalar(prhs[5]); + T = (mwSize)mxGetScalar(prhs[6]); + igarchType = (int)mxGetScalar(prhs[7]); + constant = (int)mxGetScalar(prhs[8]); + + /* Create a pointer to the input matrices . */ + fepsilon = mxGetPr(prhs[0]); + parameters = mxGetPr(prhs[1]); + backCast = mxGetPr(prhs[2]); + + /* Set the output pointer to the output matrix. */ + plhs[0] = mxCreateDoubleMatrix(T, 1, mxREAL); + + /* Create a C pointer to a copy of the output matrix. */ + ht = mxGetPr(plhs[0]); + + /* Call the C subroutine. */ + igarch_core(fepsilon, parameters, backCast, p, q, m, T, igarchType, constant, ht); +} \ No newline at end of file diff --git a/mex_source/tarch_core.c b/mex_source/tarch_core.c new file mode 100644 index 0000000..50d5368 --- /dev/null +++ b/mex_source/tarch_core.c @@ -0,0 +1,85 @@ +/* Change this to reflect the apropriate header file */ +#include +#include "mex.h" +#include "matrix.h" + +/* +* tarch_core.c - +* This is a helper function and is part of the UCSD_GARCH toolbox +* You can compile it and should work on any platform. +* +* Copyright: Kevin Sheppard +* kevin.sheppard@economics.ox.ac.uk +* Revision: 3 Date: 9/1/2005 +*/ +void tarch_core(double *fdata, double *fIdata, double *parameters, double *back_cast, int p, int o, int q, int m, mwSize T, int tarch_type, double *ht) +{ + mwIndex i, j; + + for (j=0; j1) + mexErrMsgTxt("One output only."); + + /* Get the scalar inputs */ + p = (int)mxGetScalar(prhs[4]); + o = (int)mxGetScalar(prhs[5]); + q = (int)mxGetScalar(prhs[6]); + m = (int)mxGetScalar(prhs[7]); + T = (mwSize)mxGetScalar(prhs[8]); + tarch_type = (int)mxGetScalar(prhs[9]); + + /* Create a pointer to the input matrices . */ + fdata = mxGetPr(prhs[0]); + fIdata = mxGetPr(prhs[1]); + parameters = mxGetPr(prhs[2]); + back_cast = mxGetPr(prhs[3]); + + + /* Set the output pointer to the output matrix. */ + plhs[0] = mxCreateDoubleMatrix(T,1, mxREAL); + + /* Create a C pointer to a copy of the output matrix. */ + ht = mxGetPr(plhs[0]); + + /* Call the C subroutine. */ + tarch_core(fdata, fIdata, parameters, back_cast, p, o, q, m, T, tarch_type, ht); + +} \ No newline at end of file diff --git a/multivariate/ccc_mvgarch.m b/multivariate/ccc_mvgarch.m new file mode 100644 index 0000000..3a81e73 --- /dev/null +++ b/multivariate/ccc_mvgarch.m @@ -0,0 +1,242 @@ +function [parameters, ll, ht, VCV, scores] = ccc_mvgarch(data,dataAsym,p,o,q,startingVals,options) +% Estimation of TARCH(p,o,q) - Constant Conditional Correlation MV GARCH +% +% USAGE: +% [PARAMETERS,LL,HT,VCV,SCORES] = ccc_mvgarch(DATA,DATAASYM,P,O,Q,STARTINGVALS,OPTIONS) +% +% INPUTS: +% DATA - A T by K matrix of zero mean residuals -OR- +% K by K by T array of covariance estimators (e.g. realized covariance) +% DATAASYM - [OPTIONAL] +% P - Positive, scalar integer representing the number of symmetric innovations -OR- +% K by 1 vector of individual symmetric innovations order +% O - Non-negative, scalar integer representing the number of asymmetric lags -OR- +% K by 1 vector of individual asymmetric innovations order +% Q - Non-negative, scalar integer representing the number of conditional variance lags -OR- +% K by 1 vector of individual conditional variance lags +% STARTINGVALS - [OPTIONAL] Vector of starting values for the K TARCH models. It should have the +% form [tarch(1)' tarch(2)' ... tarch(k)'] +% where each set of TARCH parameters is +% tarch(i) = +% [omega(i) alpha(i,1) ... alpha(i,p(i)) gamma(i,1) +% ... gamma(i,o(i)) beta(i,1) ... beta(i,q(i))]' +% OPTIONS - [OPTIONAL] Options to use in the TARCH model optimization (fminunc) +% +% OUTPUTS: +% PARAMETERS - a parameter vector of the form +% [tarch(1)' tarch(2)' ... tarch(k)' corr_vech(R)] +% where each set of TARCH parameters is +% tarch(i) = +% [omega(i) alpha(i,1) ... alpha(i,p(i)) gamma(i,1) +% ... gamma(i,o(i)) beta(i,1) ... beta(i,q(i))]' +% and where R is the constant conditional correlation. +% LL - The log likelihood at the optimum +% HT - A [K K T] dimension matrix of conditional covariances +% VCV - A numParams^2 square matrix of robust parameter covariances (A^(-1)*B*A^(-1)*t^(-1)) +% SCORES - A T by numParams matrix of individual scores +% +% COMMENTS: +% The conditional variance, H(t), of a constant conditional correlation model is +% H(t) = Sigma(t) * R * Sigma(t) +% +% where Sigma(t) is a diagonal matrix with TARCH(P,O,Q) volatilities on its diagonal. + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 10/28/2009 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Argument Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +switch nargin + case 5 + startingVals = []; + options = []; + case 6 + options = []; + case 7 + % Nothing + otherwise + error('Between 5 and 7 arguments required.') +end + +%data should be TxK, T>K +if ndims(data)==2 + [t,k]=size(data); + if ~isempty(dataAsym) + error('If DATA is a T by K matrix, DATAASYM must be empty.'); + end + temp = zeros(k,k,t); + dataAsym = zeros(k,k,t); + for i=1:t + temp(:,:,i) = data(i,:)'*data(i,:); + dataAsym(:,:,i) = (data(i,:).*(data(i,:)<0))'*(data(i,:).*(data(i,:)<0)); + end + data = temp; +elseif ndims(data)==3 + [k,m,t] = size(data); + if m~=k + error('DATA must be K by K by T is a 3D array.'); + end + if ~isempty(dataAsym) + if ndims(dataAsym)~=3 + error('DATAASYM must be a 3D array with the same dimensions as DATA'); + end + [k2,m2,t2]=size(dataAsym); + if any([k m t]~=[k2 m2 t2]) + error('DATAASYM must be a 3D array with the same dimensions as DATA'); + end + end +end + +if min(t,k)<2 || tK>1'); +end + +%p, o, q much be non-negative scalars +% p +if length(p)==1 + if p<1 || floor(p)~=p + error('P must be a positive integer if scalar.'); + end + p = ones(k,1) * p; +else + if length(p)~=k || min(size(p))~=1 || any(p<1) || any(floor(p)~=p) + error('P must contain K positive integer elements if a vector.'); + end +end +% o +if length(o)==1 + if o<0 || floor(o)~=o + error('O must be a non-neagative integer if scalar.'); + end + o = ones(k,1) * o; +else + if length(o)~=k || min(size(o))~=1 || any(o<0) || any(floor(o)~=o) + error('O must contain K non-negative integer elements if a vector.'); + end +end +% q +if length(q)==1 + if q<0 || floor(q)~=q + error('Q must be a non-neagative integer if scalar.'); + end + q = ones(k,1) * q; +else + if length(q)~=k || min(size(q))~=1 || any(q<0) || any(floor(q)~=q) + error('Q must contain K non-negative integer elements if a vector.'); + end +end +if any(o>0) && isempty(dataAsym) + error('DATAASYM must be non-empty if O>0.') +end + +if ~isempty(startingVals) + if size(startingVals,2)>size(startingVals,1) + startingVals = startingVals'; + end + if length(startingVals)<(k+sum(p)+sum(o)+sum(q)) + error('STARTINGVALS should be a K+sum(P)+sum(O)+sum(Q) by 1 vector'); + end +end + +%Make sure options is a valid option structure +if isempty(options) + options = optimset('fminunc'); + options.Display = 'off'; + options.LargeScale = 'off'; +end + +try + optimset(options); +catch ME + error('OPTIONS is not a valid options structure'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Argument Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +if ndims(data)==3 + [k,nothing,t]=size(data); +else + [t,k] = size(data); + temp = zeros(k,k,t); + for i=1:t + temp(:,:,i) = data(i,:)'*data(i,:); + dataAsym(:,:,i) = (data(i,:).*(data(i,:)<0))'*(data(i,:).*(data(i,:)<0)); + end + data = temp; +end + +tarchParameters = cell(k,1); +ht=cell(k,1); +tarchVcv=cell(k,1); +tarchScores = cell(k,1); +htMat = zeros(t,k); +volData = zeros(t,k); + +for i=1:k + % Prepare the data + tempData = sqrt(data(i,i,:)); + if o(i)>0 + tempData = tempData .* ((dataAsym(i,i,:)<=0) -(dataAsym(i,i,:)>0)); + end + volData(:,i) = squeeze(tempData); + tarchStartingVals = []; + if ~isempty(startingVals) + parameterEnd = i + sum(p(1:i)) + sum(o(1:i)) + sum(q(1:i)); + parameterStart = parameterEnd - 1 - p(i) - o(i) - q(i) + 1; + tarchStartingVals = startingVals(parameterStart:parameterEnd); + end + [tarchParameters{i},nothing,ht{i},nothing,tarchVcv{i},tarchScores{i}]=tarch(volData(:,i),p(i),o(i),q(i),[],2,tarchStartingVals,options); + htMat(:,i) = ht{i}; +end + +htArray = zeros(k,k,t); +for i=1:k + for j=i:k + htArray(i,j,:) = reshape(sqrt(htMat(:,i).*htMat(:,j)),[1 1 t]); + htArray(j,i,:) = htArray(i,j,:); + end +end + +stdData = data./htArray; +R = mean(stdData,3); +R = R./sqrt(diag(R)*diag(R)'); +parameters = zeros(sum(p)+sum(o)+sum(q)+k*(k-1)/2,1); +parameterCount = 1; + + +for i=1:k + parameterCountEnd = parameterCount + sum(1+p(i)+o(i)+q(i)); + parameters(parameterCount:parameterCountEnd-1) = tarchParameters{i}; + parameterCount = parameterCountEnd; +end +corrIndex = parameterCount:parameterCount+(k*(k-1)/2) - 1; +parameters(corrIndex) = corr_vech(R); + +% Compute the LL and covariance +if nargout>1 + [ll, lls, ht] = ccc_mvgarch_joint_likelihood(parameters,data,volData,p,o,q); + ll = - ll; +end +% Inference +if nargout>3 + A = zeros(length(parameters)); + parameterCount = 1; + scores = zeros(t,length(parameters)); + for i=1:k + parameterCountEnd = parameterCount + sum(1+p(i)+o(i)+q(i)) - 1; + index = parameterCount:parameterCountEnd; + A(index,index) = tarchVcv{i}^(-1); + scores(:,index) = tarchScores{i}; + parameterCount = parameterCountEnd + 1; + end + corrParameters = parameters(corrIndex); + A(corrIndex,:) = hessian_2sided_nrows(@ccc_mvgarch_joint_likelihood,parameters,k*(k-1)/2,data,volData,p,o,q); + [nothing,scores(:,corrIndex)] = gradient_2sided(@ccc_mvgarch_likelihood,corrParameters,data,htMat); + A = A/t; + B = covnw(scores,0,0); + Ainv = A^(-1); + VCV = Ainv*B*Ainv'/t; +end \ No newline at end of file diff --git a/multivariate/ccc_mvgarch_joint_likelihood.m b/multivariate/ccc_mvgarch_joint_likelihood.m new file mode 100644 index 0000000..e95c5e2 --- /dev/null +++ b/multivariate/ccc_mvgarch_joint_likelihood.m @@ -0,0 +1,76 @@ +function [ll, lls, ht] = ccc_mvgarch_joint_likelihood(parameters,data,volData,p,o,q) +% Log likelihood for CCC_MVGARCH inference. This function is only used for computing the Hessian. +% +% USAGE: +% [LL, LLS] = ccc_mvgarch_joint_likelihood(PARAMETERS,DATA,VOLDATA,P,O,Q) +% +% INPUTS: +% PARAMETERS - a parameter vector of the form +% [tarch(1)' tarch(2)' ... tarch(k)' corr_vech(R)] +% where each set of TARCH parameters is +% tarch(i) = +% [omega(i) alpha(i,1) ... alpha(i,p(i)) gamma(i,1) +% ... gamma(i,o(i)) beta(i,1) ... beta(i,q(i))]' +% and where R is the constant conditional correlation. +% DATA - K by K by T 3D array of positive semi-definite matrices. +% VOLDATA - T by K matrix of data used in estimating the volatility models. +% P - K by 1 vector of symmetric innovation orders for the TARCH models +% O - K by 1 vector of asymmetric innovation orders for the TARCH models +% Q - K by 1 vector of lagged variance innovation orders for the TARCH models +% +% OUTPUTS: +% LL - Minus 1 times the log likelihood +% LLS - Time series of log likelihoods (Also multiplied by -1) +% +% COMMENTS: +% See also CCC_MVGARCH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 4 Date: 10/28/2009 + +[k,nothing,t]=size(data); +htMat = zeros(t,k); +% Construct the variances +backCastlength = max(floor(t^(1/2)),1); +backCastWeights = .05*(.9.^(0:backCastlength )); +backCastWeights = backCastWeights/sum(backCastWeights); + +parameterCount = 1; +for i=1:k + epsilon = volData(:,i); + m = max([p(i) o(i) q(i)]); + fdata = [mean(epsilon.^2)*ones(m,1) ; epsilon.^2]; + %fIepsilon is fepsilon*(epsilon<0) + fIdata = [0.5*mean(epsilon.^2)*ones(m,1) ; epsilon.^2.*(epsilon<0)]; + backCast = backCastWeights*(volData(1:backCastlength+1,i).^2); + if backCast==0 + backCast=mean(epsilon.^2); + end + + T = length(fdata); + parameterCountEnd = parameterCount + (1+p(i)+o(i)+q(i)) - 1; + tarchParameters = parameters(parameterCount:parameterCountEnd); + variance=tarch_core(fdata,fIdata,tarchParameters,backCast,p(i),o(i),q(i),m,T,2); + htMat(:,i) = variance(m+1:T); + parameterCount = parameterCountEnd+1; +end +% Construct the correlation matrix +R = corr_ivech(parameters(parameterCount:parameterCount+(k*(k-1)/2)-1)); +% Compute the likelihood +Rinv = inv(R); +LogDetR = log(det(R)); +llconst = k*log(2*pi); +lls = zeros(t,1); +for i=1:t + stdResid = data(:,:,i)./sqrt(htMat(i,:)'*htMat(i,:)); + lls(i) = 0.5 * (llconst + sum(log(htMat(i,:))) + LogDetR + trace(Rinv*stdResid)); +end +ll = sum(lls); +if nargout>2 + ht = zeros(k,k,t); + for i=1:t + h12 = sqrt(htMat(i,:)); + ht(:,:,i) = R .* (h12'*h12); + end +end diff --git a/multivariate/ccc_mvgarch_likelihood.m b/multivariate/ccc_mvgarch_likelihood.m new file mode 100644 index 0000000..c6fb5dd --- /dev/null +++ b/multivariate/ccc_mvgarch_likelihood.m @@ -0,0 +1,36 @@ +function [ll, lls] = ccc_mvgarch_likelihood(parameters,data,htMat) +% Log likelihood for CCC_MVGARCH inference. This function is only used for computing scores. +% +% USAGE: +% [LL, LLS] = ccc_mvgarch_likelihood(PARAMETERS,DATA,HTMAT) +% +% INPUTS: +% PARAMETERS - A vector of constant correlation parameters, K*(K-1)/2 by 1 where +% R = corr_ivech(PARAMETERS) +% DATA - K x K x T 3D array of positive semi-definite matrices. +% HTMAT - T by K matrix of fit conditional variances. +% +% OUTPUTS: +% LL - Minus 1 times the log likelihood +% LLS - Time series of log likelihoods (Also multiplied by -1) +% +% COMMENTS: +% See also CCC_MVGARCH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 4 Date: 10/28/2009 + +[k, nothing, t] = size(data); +% Construct the correlation matrix +R = corr_ivech(parameters); +% Compute the likelihood +Rinv = inv(R); +LogDetR = log(det(R)); +llconst = k*log(2*pi); +lls = zeros(t,1); +for i=1:t + stdResid = data(:,:,i)./sqrt(htMat(i,:)'*htMat(i,:)); + lls(i) = 0.5 * (llconst + sum(log(htMat(i,:))) + LogDetR + trace(Rinv*stdResid)); +end +ll = sum(lls); diff --git a/multivariate/ccc_mvgarch_simulate.m b/multivariate/ccc_mvgarch_simulate.m new file mode 100644 index 0000000..8c1162e --- /dev/null +++ b/multivariate/ccc_mvgarch_simulate.m @@ -0,0 +1,167 @@ +function [simulatedata,ht,pseudorc]=ccc_mvgarch_simulate(t,k,parameters,p,o,q,m) +% TARCH(p,o,q) - Constant Conditional Correlation MV GARCH simulation +% +% USAGE: +% [SIMULATEDATA, HT, PSEUDORC] = ccc_mvgarch_simulate(T, K, PARAMETERS, P, O, Q, M) +% +% INPUTS: +% T - Length of the time series to be simulated +% K - Cross-sectional dimension +% PARAMETERS - a parameter vector of the form +% [tarch(1)' tarch(2)' ... tarch(k)' corr_vech(R)] +% where each set of TARCH parameters is +% tarch(i) = +% [omega(i) alpha(i,1) ... alpha(i,p(i)) gamma(i,1) +% ... gamma(i,o(i)) beta(i,1) ... beta(i,q(i))]' +% and where R is the constant conditional correlation. +% P - Positive, scalar integer representing the number of symmetric innovations -OR- +% K by 1 vector of individual symmetric innovations order +% O - Non-negative, scalar integer representing the number of asymmetric lags -OR- +% K by 1 vector of individual asymmetric innovations order +% Q - Non-negative, scalar integer representing the number of conditional variance lags -OR- +% K by 1 vector of individual conditional variance lags +% M - [OPTIONAL] Number of ``intradaily'' returns to simulate to pseudo-Realized +% Covariance. If omitted, set to 72. +% +% OUTPUTS: +% SIMULATEDATA - A time series with constant conditional correlation covariance +% HT - A [k k t] matrix of simulated conditional covariances +% PSEUDORC - A [k k t] matrix of pseudo-Realized Covariances +% +% COMMENTS: +% The conditional variance, H(t), of a constant conditional correlation model is +% H(t) = Sigma(t) * R * Sigma(t) +% +% where Sigma(t) is a diagonal matrix with TARCH(P,O,Q) volatilities on its diagonal. +% +% Pseudo Realized Covariances are simulated by generating m-intra daily returns from a N(0,1/m) +% and computing the Realized Covariance of these. These were used in Patton and Sheppard (2009) +% when evaluating variance and covariance specifications in a Monte Carlo. If M=1, then PSEUDORC +% is just the outer product of the SIMULATEDATA. +% +% NOTE: This program generates 2000 more than required to minimize any start-up bias +% +% See also TARCH_SIMULATE, SCALAR_VT_VECH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 4 Date: 10/28/2009 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +switch nargin + case 6 + m=[]; + case 7 + % nothing + otherwise + error('MFEToolbox:Input','6 or 7 inputs required.'); +end + +% t +if ~isscalar(t) || t<0 || floor(t)~=t + error('T must be a positive integer.'); +end +% k +if ~isscalar(k) || k<2 || floor(k)~=k + error('K must be a positive integer greater than or equal to 2.'); +end +% p +if length(p)==1 + if p<1 || floor(p)~=p + error('P must be a positive integer if scalar.'); + end + p = ones(k,1) * p; +else + if length(p)~=k || min(size(p))~=1 || any(p<1) || any(floor(p)~=p) + error('P must contain K positive integer elements if a vector.'); + end +end +% o +if length(o)==1 + if o<0 || floor(o)~=o + error('O must be a non-neagative integer if scalar.'); + end + o = ones(k,1) * o; +else + if length(o)~=k || min(size(o))~=1 || any(o<0) || any(floor(o)~=o) + error('O must contain K non-negative integer elements if a vector.'); + end +end +% q +if length(q)==1 + if q<0 || floor(q)~=q + error('Q must be a non-neagative integer if scalar.'); + end + q = ones(k,1) * q; +else + if length(q)~=k || min(size(q))~=1 || any(q<0) || any(floor(q)~=q) + error('Q must contain K non-negative integer elements if a vector.'); + end +end +% m +if isempty(m) + m = 72; +end +if ~isscalar(m) || floor(m)~=m || m<1 + error('M must be a positive integer.') +end +% parameters +parameterCount = k + sum(p) + sum(o) + sum(q) + k*(k-1)/2; +if size(parameters,2)>size(parameters,1) + parameters = parameters'; +end +n = length(parameters); +if n~=parameterCount + error('PARAMETERS must have K + sum(P) + sum(O) + sum(Q) + K*(K-1)/2 elements.'); +end +R = corr_ivech(parameters(n-k*(k-1)/2+1:n)); +if min(eig(R))<=0 || any(any(R~=R')) + error('The correlation matrix R must be postive definite.'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +% Get the correlation matrix + + +%Set the burnin amount, 2000 is probably reasonable +burnin=2000; +%Up t by the burnin amount +t=t+burnin; + + + +%Draw some normal random numbers +intraRandomNums=randn(m*t,k)*sqrt(1/m); +intraRandomNums = intraRandomNums * R^(0.5); +randomNums = cumsum(intraRandomNums); +randomNums = diff([zeros(1,k);randomNums(m:m:m*t,:)]); + +parameterStart = 1; +data = zeros(t,k); +htMat = zeros(t,k); +for i=1:k + parameterEnd = parameterStart + (1+p(i)+o(i)+q(i)) - 1; + tarchParameters = parameters(parameterStart:parameterEnd); + [data(:,i),htMat(:,i)]=tarch_simulate(randomNums(:,i),tarchParameters,p(i),o(i),q(i),'NORMAL',2); + parameterStart = parameterEnd + 1; +end + +%Initialize the covariance +ht=repmat(R,[1 1 t]); +pseudorc=zeros(k,k,t); +for i=1:t + vol = sqrt(htMat(i,:)); + ht(:,:,i) = ht(:,:,i) .* (vol'*vol); + r = intraRandomNums((i-1)*m+1:i*m,:).*repmat(vol,m,1); + pseudorc(:,:,i) = r'*r; +end + +%Truncate the data and the covariance +simulatedata=data(burnin+1:t,:); +pseudorc = pseudorc(:,:,burnin+1:t); +ht=ht(:,:,burnin+1:t); \ No newline at end of file diff --git a/multivariate/matrix_garch.m b/multivariate/matrix_garch.m new file mode 100644 index 0000000..5c3084f --- /dev/null +++ b/multivariate/matrix_garch.m @@ -0,0 +1,259 @@ +function [parameters, ll, ht, VCV, scores, diagnostics] = matrix_garch(data,dataAsym,p,o,q,startingvals,options) +% Estimation of symmetric and asymmetric MATRIX multivariate GARCH models +% +% USAGE: +% [PARAMETERS,LL,HT,VCV,SCORES,DIAGNOSTICS] = matrix_garch(DATA,DATAASYM,P,O,Q,STARTINGVALS,OPTIONS) +% +% INPUTS: +% DATA - A T by K matrix of zero mean residuals -OR- +% K by K by T array of covariance estimators (e.g. realized covariance) +% DATAASYM - [OPTIONAL] K by K by T array of asymmetric covariance +% estimators (e.g. RC scaled by indicator functions) +% P - Positive, scalar integer representing the number of lags of the innovation process +% O - Non-negative scalar integer representing the number of asymmetric lags to include +% Q - Non-negative scalar integer representing the number of lags of conditional covariance +% STARTINGVALS - [OPTIONAL] INCOMPLETE +% OPTIONS - [OPTIONAL] Options to use in the optimization (fminunc) +% +% OUTPUTS: +% PARAMETERS - K(K+1)/2*(1+P+O+Q) by 1 vector of parameters of the form +% [vech(C)' vech(A(1))' ... vech(A(P))' vech(G(1))' ... +% vech(G(O))' vech(B(1))' ... vech(B(Q))']' +% LL - The log likelihood at the optimum +% HT - A [K K T] dimension matrix of conditional covariances +% VCV - A numParams^2 square matrix of robust parameter covariances (A^(-1)*B*A^(-1)*t^(-1)) +% SCORES - A T by numParams matrix of individual scores +% DIAGNOSTICS - Structure containing some diagnostic information +% +% COMMENTS: +% The conditional variance, H(t), of a MATRIX GARCH is modeled as follows: +% +% H(t) = CC' + A(1)A(1)'.*r_{t-1}'*r_{t-1} + ... + A(P)A(P)'.*r_{t-P}'*r_{t-P} +% + G(1)G(1)'.*n_{t-1}'*n_{t-1} + ... + G(O)G(O)'.*n_{t-P}'*n_{t-P} +% + B(1)B(1)'.*H(t-1) +...+ B(Q)B(Q)'.*H(t-q) +% +% where n_{t} = r_{t} .* (r_{t}<0). If using realized measures, the +% RM_{t-1} replaces r_{t-1}'*r_{t-1}, and the asymmetric version +% replaces n_{t-1}'*n_{t-1} +% +% EXAMPLES: +% % Estimation of a symmetric MATRIX GARCH(1,0,1) model +% parameters = matrix_garch(data,[],1,0,1); +% % Estimation of an asymmetric MATRIX GARCH(1,0,1) model +% parameters = matrix_garch(data,[],1,1,1); +% % Estimation of a symmetric MATRIX GARCH(1,0,1) model using realized covariacne +% data = RC % K by K by T 3D of realized covariacne +% parameters = matrix_garch(RC,[],1,0,1); + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 10/28/2009 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Argument Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +switch nargin + case 3 + o=0; + q=0; + startingvals=[]; + options = []; + case 4 + q=0; + startingvals=[]; + options = []; + case 5 + startingvals=[]; + options = []; + case 6 + options = []; + case 7 + otherwise + error('Between 2 and 6 arguments required.') +end + +%data should be TxK, T>K +if ndims(data)==2 + [t,k]=size(data); + if ~isempty(dataAsym) + error('If DATA is a T by K matrix, DATAASYM must be empty.'); + end + temp = zeros(k,k,t); + dataAsym = zeros(k,k,t); + for i=1:t + temp(:,:,i) = data(i,:)'*data(i,:); + dataAsym(:,:,i) = (data(i,:).*(data(i,:)<0))'*(data(i,:).*(data(i,:)<0)); + end + data = temp; +elseif ndims(data)==3 + [k,m,t] = size(data); + if m~=k + error('DATA must be K by K by T is a 3D array.'); + end + if ~isempty(dataAsym) + if ndims(dataAsym)~=3 + error('DATAASYM must be a 3D array with the same dimensions as DATA'); + end + [k2,m2,t2]=size(dataAsym); + if any([k m t]~=[k2 m2 t2]) + error('DATAASYM must be a 3D array with the same dimensions as DATA'); + end + end +end +k2 = k*(k+1)/2; +if min(t,k)<2 || tK>1'); +end + +%p, o, q much be non-negative scalars +if length(p)>1 || any(p<1) || floor(p)~=p + error('P must be a positive scalar'); +end +if isempty(o) + o = 0; +end +if length(o)>1 || any(o<0) || floor(o)~=o + error('O must be a non-negative scalar'); +end +if o>0 && isempty(dataAsym) + error('DATAASYM must be non-empty if O>0.') +end + +if isempty(q) + q = 0; +end +if length(q)>1 || any(q<0) || floor(q)~=q + error('Q must be a non-negative scalar'); +end + +% Startingvals must have (k*(k+1)/2)(1+p+o+q) parameters +if ~isempty(startingvals) + if size(startingvals,2)>size(startingvals,1) + startingvals = startingvals'; + end + if length(startingvals)<(p+o+q) + error('STARTINGVALS should be a P+O+Q by 1 vector'); + end + % Only validate if provided + % FIXME: Fix Validation + % TODO: Fix Validation + A=startingvals(1:p); + G=startingvals(p+1:p+o); + B=startingvals(p+o+1:p+o+q); + if (sum(A)+sum(G)/kappa+sum(B))>=.999998 + error('Weighted sum of STATINGVALUES must be less than 1. See Comments.'); + end + if any(A<0) || any(B<0) || any(G<0) + error('STARTINGVALS must all be nonnegative.'); + end +end + +%Make sure options is a valid option structure +if isempty(options) + options=optimset('fminunc'); + options.Display='iter'; + options.Diagnostics='on'; + options.LargeScale='off'; + options.MaxFunEvals = 1000*k2*(1+p+o+q); +end +try + optimset(options); +catch ME + error('OPTIONS is not a valid options structure'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Argument Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% Compute the backCast +backCast = zeros(k); +backCastAsym = zeros(k); +tau = max(ceil(sqrt(t)),k); +weights = .06 * .94.^(0:tau); +weights = weights / sum(weights); +for i=1:tau + backCast = backCast + weights(i) * data(:,:,i); + if o>0 + backCastAsym = backCastAsym + weights(i) * dataAsym(:,:,i); + end +end + +%Get starting values from scalar_vt_vech +if isempty(startingvals) + startingOptions=optimset('fminunc'); + startingOptions.Display='off'; + startingOptions.Diagnostics='off'; + startingOptions.LargeScale='off'; + startingOptions.TolX = 1e-4; + startingOptions.TolFun = 1e-4; + [scalarVechStartingvals,n,n,n,n,diagnostics] = scalar_vt_vech(data,dataAsym,p,o,q,[],startingOptions); + CpC = diagnostics.intercept; + + startingvals = zeros(k2 * (1+p+o+q),1); + startingvals(1:k2) = chol2vec(chol(CpC)'); + index = k2; + for i=1:(p+o+q) + matrixParameters = scalarVechStartingvals(i)*(.02*eye(k) + .98*ones(k)); + startingvals(index+1:index+k2) = chol2vec(chol(matrixParameters)'); + index = index + k2; + end +end + + +warning('off','MATLAB:illConditionedMatrix') +ll0 = matrix_garch_likelihood(startingvals,data,dataAsym,p,o,q,backCast,backCastAsym); +[parameters,ll,exitflag,output]=fminunc('matrix_garch_likelihood',startingvals,options,data,dataAsym,p,o,q,backCast,backCastAsym); + +%%%%%%%%%%%%%%%%%%%%%%%%%%% +%Estimation Robustification +%%%%%%%%%%%%%%%%%%%%%%%%%%% +if exitflag<=0 && ll1 + [ll,lls,ht]=matrix_garch_likelihood(parameters,data,dataAsym,p,o,q,backCast,backCastAsym); + ll=-ll; +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Compute the VCV +%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargout>3 + [VCV,A,B,scores]=robustvcv('matrix_garch_likelihood',parameters,0,data,dataAsym,p,o,q,backCast,backCastAsym); +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Compute the VCV +%%%%%%%%%%%%%%%%%%%%%%%%%%% +diagnostics = []; +diagnostics.EXITFLAG=exitflag; +diagnostics.ITERATIONS=output.iterations; +diagnostics.FUNCCOUNT=output.funcCount; +diagnostics.MESSAGE=output.message; +parameterMatrices = zeros(k,k,1+p+o+q); +index = 0; +for i=1:(1+p+o+1) + temp = vec2chol(parameters(index+1:index+k2)); + parameterMatrices(:,:,i) = temp*temp'; + index=index+k2; +end +diagnostics.C = parameterMatrices(:,:,1); +diagnostics.A = parameterMatrices(:,:,2:p+1); +if o>0 + diagnostics.G = parameterMatrices(:,:,p+2:p+o+1); +else + diagnostics.G = []; +end + +if q>0 + diagnostics.B = parameterMatrices(:,:,p+o+2:p+o+q+1); +else + diagnostics.B = []; +end diff --git a/multivariate/matrix_garch_display.m b/multivariate/matrix_garch_display.m new file mode 100644 index 0000000..9d57331 --- /dev/null +++ b/multivariate/matrix_garch_display.m @@ -0,0 +1,91 @@ +function [C,A,G,B] = matrix_garch_display(parameters,p,o,q) +% Displays the MATRIX garch estimates in a friendly format +% +% USAGE: +% [C,A,G,B] = matrix_garch(PARAMETERS,P,O,Q) +% +% INPUTS: +% PARAMETERS - Output from callig matrix_garch +% P - Positive, scalar integer representing the number of lags of the innovation process +% O - Non-negative scalar integer representing the number of asymmetric lags to include +% Q - Non-negative scalar integer representing the number of lags of conditional covariance +% +% OUTPUTS: +% C - K by K matrixd containing the constant +% A - A [K K P] dimension matrix containing the parameters of the symmetric terms +% G - A [K K O] dimension matrix containing the parameters of the asymmetric terms +% B - A [K K B] dimension matrix containing the parameters of the lagged conditional variance +% +% COMMENTS: +% +% EXAMPLES: +% Display the parameters of an asymmetric MATRIX GARCH(1,1,1) process +% [simulatedData, Ht, pseudoRC] = scalar_vt_vech_simulate(1000, [.02 .04 .95], .01*eye(2), 1, 1, 1, 72); +% parameters = matrix_garch(simulatedData,[],1,1,1) +% [C,A,G,B] = matrix_garch_display(parameters,1,1,1) + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 3/10/2011 + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if size(parameters,2)>size(parameters,1) + parameters = parameters'; +end +if any(floor([p o q])~=[p o q]) || any ([p o q]<0) + error('P, O, and Q must all be non-negative integers.') +end +% Dimension +paraLen=length(parameters); +k2 = paraLen/(1+p+o+q); +if ~(floor(k2)==k2) + error('PARAMETERS does not have the expected number of elements: K*(K+1)/2*(1+P+O+Q)') +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +k = floor(sqrt(2*k2)); + + +parameterMatrices= zeros(k,k,1+p+o+q); +index = 0; +for i=1:(1+p+o+1) + temp = vec2chol(parameters(index+1:index+k2)); + parameterMatrices(:,:,i) = temp*temp'; + index=index+k2; +end + +C = parameterMatrices(:,:,1); +A = parameterMatrices(:,:,2:p+1); +G = parameterMatrices(:,:,2+p:1+p+o); +B = parameterMatrices(:,:,2+p+o:1+p+o+q); + +k1 = ceil(k/2); +dispStr = [repmat(' ',k1-1,1); 'H(t) =';repmat(' ',k-k1,1)]; +dispStr = [dispStr repmat(' ',k,1) repmat('[',k,1) num2str(C) repmat(']',k,1)]; +plus = [repmat(' ',k,1) [repmat(' ',k1-1,1); '+';repmat(' ',k-k1,1)]]; +for i=1:p + dispStr = [dispStr plus repmat(' ',k,1) repmat('[',k,1) num2str(A(:,:,i)) repmat(']',k,1)]; %#ok<*AGROW> + dispStr = [dispStr [repmat(' ',k1-1,15); '.*r(t-' num2str(i) ')r(t-' num2str(i) ')''';repmat(' ',k-k1,15)]]; +end +for i=1:o + dispStr = [dispStr plus repmat(' ',k,1) repmat('[',k,1) num2str(G(:,:,i)) repmat(']',k,1)]; + dispStr = [dispStr [repmat(' ',k1-1,15); '.*n(t-' num2str(i) ')n(t-' num2str(i) ')''';repmat(' ',k-k1,15)]]; +end +for i=1:q + dispStr = [dispStr plus repmat(' ',k,1) repmat('[',k,1) num2str(B(:,:,i)) repmat(']',k,1)]; + dispStr = [dispStr [repmat(' ',k1-1,8); '.*H(t-' num2str(i) ')';repmat(' ',k-k1,8)]]; +end + +disp(dispStr) +if o>0 + disp('Note: r(t-i)r(t-i)'' is the RC, and n(t-i)n(t-i)'' is the asymmetric RC term, if the model used realized measures.') +else + disp('Note: r(t-i)r(t-i)'' is the RC if the model used realized measures.') +end + diff --git a/multivariate/matrix_garch_likelihood.m b/multivariate/matrix_garch_likelihood.m new file mode 100644 index 0000000..cf346be --- /dev/null +++ b/multivariate/matrix_garch_likelihood.m @@ -0,0 +1,87 @@ +function [ll,lls,Ht]=matrix_garch_likelihood(parameters,data,dataAsym,p,o,q,backCast,backCastAsym) +% Log likelihood for MATRIX_GARCH(P,O,Q) estimation +% +% USAGE: +% [LL, LLS, HT] = matrix_garch_likelihood(PARAMETERS,DATA,DATAASYM,P,O,Q,BACKCAST,BACKCASTASYM) +% +% INPUTS: +% PARAMETERS - A vector of vech GARCH process parameters: [alpha beta]' or +% [vech(C)' alpha beta]' if ISJOINT +% DATA - K by K by T matrix of covariance innovations +% DATAASYM - K by K by T matrix of asymmetric covariance innovations +% P - Positive, scalar integer representing the number of lags of the innovation process +% O - Non-negative scalar integer representing the number of lags of asymmetric process +% Q - Non-negative scalar integer representing the number of lags of conditional covariance +% BACKCAST - Back cast value for starting the recursion +% BACKCASTASYM - Back cast value (asymetric terms) for starting the recursion +% +% OUTPUTS: +% LL - Minus 1 times the log likelihood +% LLS - Time series of log likelihoods (Also multiplied by -1) +% HT - Time series of conditional covariances +% +% COMMENTS: +% See also MATRIX_GARCH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 4 Date: 10/28/2009 + +[k,nothing,T]=size(data); +k2 = k*(k+1)/2; +%If nargin~=7, then we don't need to transform the parameters +parameterMatrices= zeros(k,k,1+p+o+q); +index = 0; +for i=1:(1+p+o+q) + temp = vec2chol(parameters(index+1:index+k2)); + parameterMatrices(:,:,i) = (temp*temp'+temp*temp')/2; + index=index+k2; +end +%Initialize the covariance +Ht=repmat(backCast,[1 1 T]); + +%Initialize the log likelihood +lls=zeros(T,1); + +%Compute the likelihood constant. +likconst=k*log(2*pi); + +%Perform the recursion +for t=1:T; + Ht(:,:,t)=parameterMatrices(:,:,1); + for j=1:p + if (t-j)<1 + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,j+1).*backCast; + else + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,j+1).*data(:,:,t-j); + end + end + for j=1:o + if (t-j)<1 + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,p+j+1).*backCastAsym; + else + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,p+j+1).*dataAsym(:,:,t-j); + end + end + for j=1:q + if (t-j)<1 + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,p+o+j+1).*backCast; + else + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,p+o+j+1).*Ht(:,:,t-j); + end + end + % Replace these lines to make it work better with poorle conditioned data + % likelihoods(i)=likconst+(log(det(Ht(:,:,t)))+data(i,:)*Ht(:,:,t)^(-1)*data(i,:)'); + + %This is a trick to ensure better numerical stability + Q=sqrt(diag(Ht(:,:,t))); + R=Ht(:,:,t)./(Q*Q'); + stdresid=data(:,:,t)./(Q*Q'); + lls(t)=0.5*(likconst+2*sum(log(Q))+log(det(R))+trace(R^(-1)*stdresid)); +end +ll = sum(lls); + +% This is a hack since the estimation is unconstrained +if isnan(ll) || isinf(ll) || ll>1e7 + ll = 1e7; +end \ No newline at end of file diff --git a/multivariate/matrix_garch_simulate.m b/multivariate/matrix_garch_simulate.m new file mode 100644 index 0000000..50f224f --- /dev/null +++ b/multivariate/matrix_garch_simulate.m @@ -0,0 +1,198 @@ +function [simulatedata,ht,pseudorc]=matrix_garch_simulate(t,k,parameters,p,o,q,m) +% Simulation of symmetric and asymmetric MATRIX multivariate GARCH models +% +% USAGE: +% [SIMULATEDATA, HT, PSEUDORC] = matrix_garch_simulate(T, K, PARAMETERS, P, O, Q, M) +% +% INPUTS: +% T - Length of the time series to be simulated +% K - Cross-sectional dimension +% PARAMETERS - A 3-D matrix of K by K matrices where +% CC' = PARAMETERS(:,:,1), AA'(j)=PARAMETERS(:,:,1+j), +% GG'(j) = PARAMETERS(:,:,1+P+j), BB'(j)=PARAMETERS(:,:,1+P+Q+j) +% -OR- a K(K+1)/2*(1+P+O+Q) by 1 vector of parameters of +% the form returned my calling matrix_garch +% P - Positive, scalar integer representing the number of lags of the innovation process +% O - Non-negative scalar integer representing the number of asymmetric lags to include +% Q - Non-negative scalar integer representing the number of lags of conditional covariance +% M - [OPTIONAL] Number of ``intradaily'' returns to simulate to pseudo-Realized +% Covariance. If omitted, set to 72. +% +% OUTPUTS: +% SIMULATEDATA - A time series with constant conditional correlation covariance +% HT - A [k k t] matrix of simulated conditional covariances +% PSEUDORC - A [k k t] matrix of pseudo-Realized Covariances +% +% COMMENTS: +% The conditional variance, H(t), of a MATRIX GARCH is modeled as follows: +% +% H(t) = CC' + AA'(1).*r_{t-1}'*r_{t-1} + ... + AA'(P).*r_{t-P}'*r_{t-P} +% + GG(1)'.*n_{t-1}'*n_{t-1} + ... + GG(O)'.*n_{t-P}'*n_{t-P} +% + BB(1)'.*H(t-1) +...+ BB(Q)'.*H(t-q) +% +% where n_{t} = r_{t} .* (r_{t}<0). If using realized measures, the +% RM_{t-1} replaces r_{t-1}'*r_{t-1}, and the asymmetric version +% replaces n_{t-1}'*n_{t-1} +% +% Pseudo Realized Covariances are simulated by generating m-intra daily returns from a N(0,1/m) +% and computing the Realized Covariance of these. These were used in Patton and Sheppard (2009) +% when evaluating variance and covariance specifications in a Monte Carlo. If M=1, then PSEUDORC +% is just the outer product of the SIMULATEDATA. +% +% NOTE: This program generates 2000 more than required to minimize any start-up bias +% +% See also TARCH_SIMULATE, CCC_GARCH_SIMULATE, MATRIX_GARCH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 3/10/2011 + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +switch nargin + case 6 + m=[]; + case 7 + % nothing + otherwise + error('MFEToolbox:Input','6 or 7 inputs required.'); +end + +% t +if ~isscalar(t) || t<0 || floor(t)~=t + error('T must be a positive integer.'); +end +% k +if ~isscalar(k) || k<2 || floor(k)~=k + error('K must be a positive integer greater than or equal to 2.'); +end +% p +if ~isscalar(p) || p<1 || floor(p)~=p + error('P must be a positive integer if scalar.'); +end + +% o + +if ~isscalar(o) || o<0 || floor(o)~=o + error('O must be a non-neagative integer if scalar.'); +end +% q + +if ~isscalar(q) || q<0 || floor(q)~=q + error('Q must be a non-neagative integer if scalar.'); +end +% m +if isempty(m) + m = 72; +end +if ~isscalar(m) || floor(m)~=m || m<1 + error('M must be a positive integer.') +end +% parameters +k2 = k*(k+1)/2; +if ndims(parameters)==2 + parameterCount = k*(k+1)/2 *(1+ p + o + q); + if size(parameters,2)>size(parameters,1) + parameters = parameters'; + end + if length(parameters)~=parameterCount + error('PARAMETERS must be K(K+1)/28(1+P+O+Q) when using a vector.') + end + parameterMatrices= zeros(k,k,1+p+o+q); + index = 0; + for i=1:(1+p+o+1) + temp = vec2chol(parameters(index+1:index+k2)); + parameterMatrices(:,:,i) = (temp*temp'+temp*temp')/2; + index=index+k2; + end + parameters = parameterMatrices; +elseif ndims(parameters)==3 + if any(size(parameters)~=[k k 1+p+o+q]) + error('PARAMETERS must be K by K by (1+P+O+Q) when using a 3-D matrix.') + end +else + error('The size of PARAMETERS is not compatible with this function.') +end + +% Check stationarity +sumParameters = zeros(k); +for i=2:size(parameterMatrices,3) + if i<=(p+1) || i>(1+p+o) + w=1; + else + w=0.5; + end + sumParameters = sumParameters + w*parameterMatrices(:,:,i); +end +sumParameters = (sumParameters+sumParameters')/2; +if max(diag(sumParameters))>1 + warning('MFE::Nonstationary','The parameters do not correspond to a stationary solution. Check for overflow.') + uncond = parameters(:,:,1)/.005; +else + uncond = parameters(:,:,1)./(ones(k)-sumParameters); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%Set the burnin amount, 2000 is probably reasonable +burnin=2000; +%Up t by the burnin amount +t=t+burnin; + +%Draw some normal random numbers +intraRandomNums=randn(m*t,k)*sqrt(1/m); +randomNums = cumsum(intraRandomNums); +randomNums = diff([zeros(1,k);randomNums(m:m:m*t,:)]); + + +%Perform the recursion +backCast = uncond; +backCastAsym = uncond; +T = t; +Ht = zeros(k,k,T); +simulatedData = zeros(T,k); +for t=1:T; + Ht(:,:,t)=parameterMatrices(:,:,1); + for j=1:p + if (t-j)<1 + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,j+1).*backCast; + else + r = simulatedData(t-j,:); + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,j+1).*(r'*r); + end + end + for j=1:o + if (t-j)<1 + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,p+j+1).*backCastAsym; + else + n = simulatedData(t-j,:).*(simulatedData(t-j,:)<0); + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,p+j+1).*(n'*n); + end + end + for j=1:q + if (t-j)<1 + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,p+o+j+1).*backCast; + else + Ht(:,:,t)=Ht(:,:,t)+parameterMatrices(:,:,p+o+j+1).*Ht(:,:,t-j); + end + end + simulatedData(t,:) = randomNums(t,:)*Ht(:,:,t)^(0.5); +end + + + + + +%Initialize the covariance +pseudorc=zeros(k,k,t); +for t=1:T + r = intraRandomNums((t-1)*m+1:t*m,:)*Ht(:,:,t)^(0.5); + pseudorc(:,:,t) = r'*r; +end + +%Truncate the data and the covariance +simulatedata=simulatedData(burnin+1:t,:); +pseudorc = pseudorc(:,:,burnin+1:t); +ht=Ht(:,:,burnin+1:t); \ No newline at end of file diff --git a/multivariate/o_mvgarch.m b/multivariate/o_mvgarch.m new file mode 100644 index 0000000..56f2752 --- /dev/null +++ b/multivariate/o_mvgarch.m @@ -0,0 +1,180 @@ +function [parameters,ht,w,pc]=o_mvgarch(data,numfactors,p,o,q,startingVals,options) +% Estimates a multivariate GARCH model using Orthogonal or Factor Garch. Involves Principal Component +% Analysis to reduce volatility modelling to univariate garches. See Carrol 2000 (An Inrtoduction to O-Garch) +% +% USAGE: +% [PARAMETERS,HT,STDRESID,STDERRORS,A,B,WEIGHTS,PRINCIPALCOMPONETS,CUMR2]=o_mvgarch(DATA,NUMFACTORS,P,O,Q); +% +% INPUTS: +% DATA - A T by K matrix of zero mean residuals +% NUMFACTORS - The number of principal components to include in the MV_GARCH model +% P - Positive, scalar integer representing the number of symmetric innovations -OR- +% K by 1 vector of individual symmetric innovations order +% O - Non-negative, scalar integer representing the number of asymmetric lags -OR- +% K by 1 vector of individual asymmetric innovations order +% Q - Non-negative, scalar integer representing the number of conditional variance lags -OR- +% K by 1 vector of individual conditional variance lags +% +% OPTIONS - [OPTIONAL] A fminunc options structure to use in estimating the factor conditional +% variances +% +% OUTPUTS: +% PARAMETERS - a parameter vector of the form +% [tarch(1)' tarch(2)' ... tarch(NUMFACTORS)' diag(OMEGA)] +% where each set of TARCH parameters is +% tarch(i) = +% [omega(i) alpha(i,1) ... alpha(i,p(i)) gamma(i,1) +% ... gamma(i,o(i)) beta(i,1) ... beta(i,q(i))]' +% and where OMEGA is the diagonal matrix of idiosyncratic variances. +% If NUMFACTORS = k diag(OMEGA) is omitted since all values are 0. +% HT - A [K K T] dimension matrix of conditional covariances +% W - a K by K matrix of componet weights +% PC - a T by K matrix of principal componets +% +% COMMENTS: +% Models the conditional covariance of assets using the NUMFACTORS principal components with the +% highest contribution to total variation in the data. The conditional covariance is +% +% H_t = W*F_t*W' + Omega +% +% where F_t is a diagonal matrix of the conditional factor variances, W is a K by NUMFACTORS +% matrix of factor loadings and Omega is a diagonal matrix of (time-invariant) idiosyncratic +% variances. If NUMFACTORS = K when Omega = 0. +% +% See also PCA, CCC_MVGARCH, DCC_MVGARCH + + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 10/28/2009 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Argument Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +switch nargin + case 5 + options = []; + startingVals = []; + case 6 + options = []; + case 7 + % Nothing + otherwise + error('5 to 7 arguments required.') +end + +[t,k] = size(data); + +if min(t,k)<2 || tK>1'); +end + +%p, o, q much be non-negative scalars + +% p +if length(p)==1 + if p<1 || floor(p)~=p + error('P must be a positive integer if scalar.'); + end + p = ones(numfactors,1) * p; +else + if length(p)~=numfactors || min(size(p))~=1 || any(p<1) || any(floor(p)~=p) + error('P must contain K positive integer elements if a vector.'); + end +end + +% o +if length(o)==1 + if o<0 || floor(o)~=o + error('O must be a non-neagative integer if scalar.'); + end + o = ones(numfactors,1) * o; +else + if length(o)~=numfactors || min(size(o))~=1 || any(o<0) || any(floor(o)~=o) + error('O must contain K non-negative integer elements if a vector.'); + end +end + +% q +if length(q)==1 + if q<0 || floor(q)~=q + error('Q must be a non-neagative integer if scalar.'); + end + q = ones(numfactors,1) * q; +else + if length(q)~=numfactors || min(size(q))~=1 || any(q<0) || any(floor(q)~=q) + error('Q must contain K non-negative integer elements if a vector.'); + end +end +if any(o>0) && isempty(dataAsym) + error('DATAASYM must be non-empty if O>0.') +end + +if ~isempty(startingVals) + if size(startingVals,2)>size(startingVals,1) + startingVals = startingVals'; + end + if length(startingVals)<(k+sum(p)+sum(o)+sum(q)) + error('STARTINGVALS should be a K+sum(P)+sum(O)+sum(Q) by 1 vector'); + end +end + +%Make sure options is a valid option structure +if isempty(options) + options = optimset('fminunc'); + options.Display = 'off'; + options.LargeScale = 'off'; +end + +try + optimset(options); +catch ME + error('OPTIONS is not a valid options structure'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Argument Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +[w, pc]=pca(data,'outer'); + + + +weights = w(1:numfactors,:); +pcs = pc(:,1:numfactors); + +htMat = zeros(t,numfactors); +tarchParameters = cell(numfactors,1); +tarchHt = cell(numfactors,1); +tarchVcv = cell(numfactors,1); +tarchScores = cell(numfactors,1); +for i=1:numfactors + % Prepare the data + tarchStartingVals = []; + if ~isempty(startingVals) + parameterEnd = i + sum(p(1:i)) + sum(o(1:i)) + sum(q(1:i)); + parameterStart = parameterEnd - 1 - p(i) - o(i) - q(i) + 1; + tarchStartingVals = startingVals(parameterStart:parameterEnd); + end + [tarchParameters{i},nothing,tarchHt{i},nothing,tarchVcv{i},tarchScores{i}]=tarch(pcs(:,i),p(i),o(i),q(i),[],2,tarchStartingVals,options); + htMat(:,i) = tarchHt{i}; +end + + +if numfactors=1 + error('LAMBDA must be between 0 and 1.') +end + +if isempty(backCast) + endPoint = max(min(floor(log(.01)/log(lambda)),T),k); + weights = (1-lambda).*lambda.^(0:endPoint-1); + weights = weights/sum(weights); + backCast = zeros(k); + for i=1:endPoint + backCast = backCast + weights(i)*data(:,:,i); + end + +end + +backCast = (backCast+backCast)/2; +if min(eig(backCast))<0 + error('BACKCAST must be positive semidefinite if provided.') +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +Ht = zeros(k,k,T); +Ht(:,:,1) = backCast; +for i=2:T + Ht(:,:,i) = (1-lambda)*data(:,:,i-1) + lambda * Ht(:,:,i-1); +end \ No newline at end of file diff --git a/multivariate/riskmetrics2006.m b/multivariate/riskmetrics2006.m new file mode 100644 index 0000000..c3f0e71 --- /dev/null +++ b/multivariate/riskmetrics2006.m @@ -0,0 +1,171 @@ +function [Ht,weights] = riskmetrics2006(data,tau0,tau1,kmax,rho) +% Computes the Riskmetrics 2006 covariance, which is a weighted average of +% EWMA covariances +% +% USAGE: +% [HT,WEIGHTS] = riskmetrics2006(DATA,TAU0,TAU1,KMAX,RHO) +% +% INPUTS: +% DATA - A T by K matrix of zero mean residuals -OR- +% K by K by T array of covariance estimators (e.g. realized covariance) +% TAU0 - [OPTIONAL] Half-life of slowest EWMA +% TAU1 - [OPTIONAL] Half-life of fastest EWMA +% KMAX - [OPTIONAL] Number of EWMA components to use +% RHO - [OPTIONAL] Decay factor to use in half-lives. The +% half-lives used are TAU1, TAU1*RHO, TAU1*RHO^2, ... +% +% OUTPUTS: +% HT - A [K K T] dimension matrix of conditional covariances +% WEIGHTS - A T by T matrix which contains the final weights used +% computing all conditional covariances. WEIGHT(i,j) +% contains the weight of the outer-product in time period j +% in the covariance forecast at period i+1 +% +% COMMENTS: +% The conditional variance, H(t), of a RM2006 covariance model +% +% H(t) = w(i)*Htilde(t,i) +% +% where Htilde(t,i) is an EWMA covariance, i=1,2,..., and +% +% w(i) = 1-log(TAU1^((i-1)*RHO))/log(TAU0) +% +% where the weights have been normalized so that they sum to 1. All +% EWMAs are initialized using a backward EWMA with the same decay. +% +% EXAMPLES: +% RiskMetrics 2006 methodology using the suggested reference values +% tau0 = 1560; +% tau1 = 4; +% taumax = 512; +% rho = sqrt(2); +% kmax = round(log(taumax/tau1)/log(rho)); % 14 +% Ht = riskmetrics2006(data,tau0,tau1,kmax,rho) +% +% RiskMetrics 1994 methodology using .94 as a special case of RM2006 +% tau0 = 1560; % Does not matter +% rho = 1; % Does not matter +% tau1 = -1/log(.94); +% kmax = 1; +% Ht = riskmetrics2006(data,tau0,tau1,kmax,rho) + + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 03/10/2011 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +switch nargin + case 1 + tau0=[]; + tau1=[]; + kmax=[]; + rho =[]; + case 2 + tau1=[]; + kmax=[]; + rho =[]; + case 3 + kmax=[]; + rho =[]; + case 4 + rho =[]; + case 5 + % Nothing + otherwise + error('1 to 5 inputs required.') +end + +if isempty(tau0) + tau0 = 1560; +end +if isempty(tau1) + tau1 = 4; +end +if isempty(kmax) + kmax = 14; +end +if isempty(rho) + rho = sqrt(2); +end + +if tau1*rho^(kmax-1)>tau0 + error('The inputs must satisfy: TAU1*RHO^(KMAX-1)>TAU0') +end +if tau1<0 + error('TAU1 must be positive') +end +if tau0<0 + error('TAU0 must be positive') +end +if kmax<1 || floor(kmax)~=kmax + error('KMAX must be an integer (weakly) larger than 1.') +end +if rho<0 + error('RHO must be positive') +end + +if ndims(data)==2 + [T,K] = size(data); + temp = zeros(K,K,T); + for t=1:T + temp(:,:,t) = data(t,:)'*data(t,:); + end + data = temp; +else + K = size(data,1); + T = size(data,3); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +tauks = tau1*rho.^((1:kmax)-1); +w= 1-log(tauks)/log(tau0); +w=w/sum(w); +Ht = zeros(K,K,T); +Httilde = zeros(K,K,T); + + +for k=1:kmax + tauk = tauks(k); + mu = exp(-1/tauk); + % back casting + endPoint = max(min(floor(log(.01)/log(mu)),T),k); + weights = (1-mu).*mu.^(0:endPoint-1); + weights = weights/sum(weights); + backCast = zeros(K); + for i=1:endPoint + backCast = backCast + weights(i)*data(:,:,i); + end + Httilde(:,:,1) = backCast; + + for t=2:T + Httilde(:,:,t) = mu*Httilde(:,:,t-1) + (1-mu)*data(:,:,t-1); + end + Ht = Ht + w(k) * Httilde; +end + + +if nargout>1 + weights = zeros(T,T); + for k=1:kmax + tauk = tauks(k); + mu = exp(-1/tauk); + weightMatrix = [mu.^(0:T-1)' zeros(T,T-1)]; + weightMatrix(T,T) = (1-mu); + for j=1:(T-2); + weightMatrix(T,T-j) = mu * weightMatrix(T,T-j+1); + end + for t=2:T-1 + weightMatrix(t,2:t) = weightMatrix(T,T+(-t+2:0)); + end + weights = weights + w(k) * weightMatrix; + end +end + + + + + diff --git a/multivariate/scalar_vt_vech.m b/multivariate/scalar_vt_vech.m new file mode 100644 index 0000000..77f49e7 --- /dev/null +++ b/multivariate/scalar_vt_vech.m @@ -0,0 +1,267 @@ +function [parameters, ll, ht, VCV, scores, diagnostics] = scalar_vt_vech(data,dataAsym,p,o,q,startingvals,options) +% Estimation of symmetric and asymmetric scalar multivariate vech ARCH models using variance +% targeting to reduce the number of parameters needing to be estimated simultaneously +% +% USAGE: +% [PARAMETERS,LL,HT,VCV,SCORES,DIAGNOSTICS] = scalar_vt_vech(DATA,DATAASYM,P,O,Q,STARTINGVALS,OPTIONS) +% +% INPUTS: +% DATA - A T by K matrix of zero mean residuals -OR- +% K by K by T array of covariance estimators (e.g. realized covariance) +% DATAASYM - [OPTIONAL] K by K by T array of asymmetric covariance estimators +% P - Positive, scalar integer representing the number of lags of the innovation process +% O - Non-negative scalar integer representing the number of asymmetric lags to include +% Q - Non-negative scalar integer representing the number of lags of conditional covariance +% STARTINGVALS - [OPTIONAL] (p+o+q) x 1 vector of starting values +% OPTIONS - [OPTIONAL] Options to use in the optimization (fminunc) +% +% OUTPUTS: +% PARAMETERS - A p+o+q column vector of parameters. The intercept is reported in DIAGNOSTICS +% LL - The log likelihood at the optimum +% HT - A [K K T] dimension matrix of conditional covariances +% VCV - A numParams^2 square matrix of robust parameter covariances (A^(-1)*B*A^(-1)*t^(-1)) +% SCORES - A T by numParams matrix of individual scores +% +% COMMENTS: +% The conditional variance, H(t), of a scalar variance-targeting vech is modeled +% as follows: +% +% H(t) = (1-alpha(1)+...+alpha(p)-beta(1)-...-beta(q))*C + ... +% alpha(1)*r_{t-1}'*r_{t-1} + ... + alpha(p)*r_{t-p}'*r_{t-p}+... +% gamma(1)*n_{t-1}'*n_{t-1} + ... + gamma(o)*n_{t-p}'*n_{t-p}+... +% beta(1)*H(t-1) +...+ beta(q)*H(t-q) +% +% where n_{t} = r_{t} .* (r_{t}<0) +% +% EXAMPLES: +% Estimation of a Scalar VECH(1,0,1) +% [simulatedData, Ht, pseudoRC] = scalar_vt_vech_simulate(1000, [.02 .04 .95], .01*eye(2), 1, 1, 1, 72); +% parameters = scalar_vt_vech(simulatedData,[],1,0,1) +% Estimation of an asymmetric Scalar VECH(1,1,1) +% parameters = scalar_vt_vech(simulatedData,[],1,1,1) +% Estimation of an asymmetric Scalar VECH(1,1,1) using realized-type data +% asymPseudoRC = zeros(size(pseudoRC)); +% for i = 1:1000 +% asymPseudoRC(:,:,i) = pseudoRC(:,:,i).*(double(simulatedData(i,:)<0)'*double(simulatedData(i,:)<0)); +% end +% parameters = scalar_vt_vech(pseudoRC,asymPseudoRC,1,1,1); + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 10/28/2009 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Argument Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +switch nargin + case 3 + o=0; + q=0; + startingvals=[]; + options = []; + case 4 + q=0; + startingvals=[]; + options = []; + case 5 + startingvals=[]; + options = []; + case 6 + options = []; + case 7 + otherwise + error('Between 2 and 6 arguments required.') +end + +%data should be TxK, T>K +if ndims(data)==2 + [t,k]=size(data); + if ~isempty(dataAsym) + error('If DATA is a T by K matrix, DATAASYM must be empty.'); + end + temp = zeros(k,k,t); + dataAsym = zeros(k,k,t); + for i=1:t + temp(:,:,i) = data(i,:)'*data(i,:); + dataAsym(:,:,i) = (data(i,:).*(data(i,:)<0))'*(data(i,:).*(data(i,:)<0)); + end + data = temp; +elseif ndims(data)==3 + [k,m,t] = size(data); + if m~=k + error('DATA must be K by K by T is a 3D array.'); + end + if ~isempty(dataAsym) + if ndims(dataAsym)~=3 + error('DATAASYM must be a 3D array with the same dimensions as DATA'); + end + [k2,m2,t2]=size(dataAsym); + if any([k m t]~=[k2 m2 t2]) + error('DATAASYM must be a 3D array with the same dimensions as DATA'); + end + end +end + +if min(t,k)<2 || tK>1'); +end + +%p, o, q much be non-negative scalars +if length(p)>1 || any(p<1) || floor(p)~=p + error('P must be a positive scalar'); +end +if isempty(o) + o = 0; +end +if length(o)>1 || any(o<0) || floor(o)~=o + error('O must be a non-negative scalar'); +end +if o>0 && isempty(dataAsym) + error('DATAASYM must be non-empty if O>0.') +end + +if isempty(q) + q = 0; +end +if length(q)>1 || any(q<0) || floor(q)~=q + error('Q must be a non-negative scalar'); +end + +% Startingvals must have p+o+q parameters sum(alpha)+kappa*sum(gamma)+sum(beta)<1 +C = mean(data,3); +if o>0 + Casym = mean(dataAsym,3); + kappa = 1 / (max(eig(C^(-0.5)*Casym*C^(-0.5))) + eps); +else + Casym = zeros(k); + kappa = 2; +end +if ~isempty(startingvals) + if size(startingvals,2)>size(startingvals,1) + startingvals = startingvals'; + end + if length(startingvals)<(p+o+q) + error('STARTINGVALS should be a P+O+Q by 1 vector'); + end + %Only validate if provided + A=startingvals(1:p); + G=startingvals(p+1:p+o); + B=startingvals(p+o+1:p+o+q); + if (sum(A)+sum(G)/kappa+sum(B))>=.999998 + error('Weighted sum of STATINGVALUES must be less than 1. See Comments.'); + end + if any(A<0) || any(B<0) || any(G<0) + error('STARTINGVALS must all be nonnegative.'); + end +end + +%Make sure options is a valid option structure +if isempty(options) + options=optimset('fminunc'); + options.Display='iter'; + options.Diagnostics='on'; + options.LargeScale='off'; +end +try + optimset(options); +catch ME + error('OPTIONS is not a valid options structure'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Argument Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% Compute the backCast +backCast = zeros(k); +backCastAsym = zeros(k); +tau = max(ceil(sqrt(t)),k); +weights = .06 * .94.^(0:tau); +weights = weights / sum(weights); +for i=1:tau + backCast = backCast + weights(i) * data(:,:,i); + if o>0 + backCastAsym = backCastAsym + weights(i) * dataAsym(:,:,i); + end +end + +%Augment the data with backcasts +[startingvals,lls,output_parameters] = scalar_vt_vech_starting_values(startingvals,data,dataAsym,p,o,q,C,Casym,kappa,backCast,backCastAsym); %#ok + +% finally to transform the parameters to the unrestricted equivalents +startingvals=scalar_vt_vech_transform(startingvals,p,o,q,kappa); + +[parameters,ll,exitflag,output]=fminunc('scalar_vt_vech_likelihood',startingvals,options,data,dataAsym,p,o,q,C,Casym,kappa,backCast,backCastAsym,false,true); +%%%%%%%%%%%%%%%%%%%%%%%%%%% +%Estimation Robustification +%%%%%%%%%%%%%%%%%%%%%%%%%%% +if exitflag<=0 && ll1 + [ll,lls,ht]=scalar_vt_vech_likelihood(parameters,data,dataAsym,p,o,q,C,Casym,kappa,backCast,backCastAsym,false,false); + ll=-ll; +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Compute the VCV +%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargout>3 + k2 = k*(k+1)/2; + CVech=vech(C); + if o==0 + momentCount = k2; + CasymVech = []; + else + momentCount = 2*k2; + CasymVech=vech(Casym); + end + + A = zeros(momentCount + p + o + q); + A(1:momentCount, 1:momentCount) = - t * eye(momentCount); + jointParameters=[CVech;CasymVech;parameters]; + + % A will be k2 + p + q square + scores = zeros(t,momentCount+p+q); + scoreCount = 1; + for i=1:k + for j=i:k + scores(:,scoreCount) = squeeze(data(j,i,:)); + if o>0 + scores(:,k2+scoreCount) = squeeze(dataAsym(j,i,:)); + end + scoreCount = scoreCount + 1; + end + end + [g,gt] = gradient_2sided(@scalar_vt_vech_likelihood,parameters,data,dataAsym,p,o,q,C,Casym,kappa,backCast,backCastAsym,false,false); + scores(:,momentCount+1:momentCount+p+o+q) = gt; + A(momentCount+1:momentCount+p+o+q,:) = hessian_2sided_nrows(@scalar_vt_vech_likelihood,jointParameters,p+o+q,data,dataAsym,p,o,q,C,Casym,kappa,backCast,backCastAsym,true,false); + + A = A/t; + B = covnw(scores); + Ainv = inv(A); + VCV = Ainv*B*Ainv'/t; %#ok + VCV = VCV(momentCount+1:momentCount+p+o+q,momentCount+1:momentCount+p+o+q); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Compute the VCV +%%%%%%%%%%%%%%%%%%%%%%%%%%% +diagnostics.EXITFLAG=exitflag; +diagnostics.ITERATIONS=output.iterations; +diagnostics.FUNCCOUNT=output.funcCount; +diagnostics.MESSAGE=output.message; +diagnostics.kappa=kappa; +alpha = parameters(1:p); +gamma = parameters(p+1:p+o); +beta = parameters(p+o+1:p+o+q); +diagnostics.intercept = C*(1-alpha-beta); +if o>0 + diagnostics.intercept = diagnostics.intercept - gamma*Casym; +end \ No newline at end of file diff --git a/multivariate/scalar_vt_vech_itransform.m b/multivariate/scalar_vt_vech_itransform.m new file mode 100644 index 0000000..e3e46bd --- /dev/null +++ b/multivariate/scalar_vt_vech_itransform.m @@ -0,0 +1,49 @@ +function parameters=scalar_vt_vech_itransform(tparameters,p,o,q,kappa) +% SCALAR_VT_VECH(P,Q) inverse parameter transformation. Used to map parameters +% from the real line to those appropriate for a scalar MVGARCH process. +% Used in the estimation of SCALAR_VT_VECH. +% +% USAGE: +% [PARAMETERS]=scalar_vt_vech_itransform(TPARAMETERS,P,O,Q,KAPPA) +% +% INPUTS: +% TPARAMETERS - Column vector of transformed parameters (-inf,inf) +% P - Positive, scalar integer representing the number of symmetric innovations +% Q - Non-negative, scalar integer representing the number of lags of conditional variance +% +% OUTPUTS: +% PARAMETERS - A 1+p+q column vector of parameters corresponding to +% [alpha(1),...,alpha(p), beta1 ... beta(q)]' +% +% COMMENTS: +% Output parameters will satisfy: +% (1) alpha(i) >= 0 for i = 1,2,...,p +% (2) beta(i) >= 0 for i = 1,2,...,q +% (3) sum(alpha) + sum(beta) < 1 +% +% See also SCALAR_VT_VECH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 9/1/2005 + +%Upper bound to keep it a bit away from 1 +UB=.999998; +%Make sure there are not inf causing values +tparameters(tparameters>50)=50; +%Map them to [0,1] +parameters=exp(tparameters)./(1+exp(tparameters)); +%Normalize them, starting with the second +scale=UB; +for i=1:p + parameters(i)=parameters(i)*scale; + scale=scale-parameters(i); +end +for i=p+1:p+o + parameters(i)=parameters(i)*scale*kappa; + scale=scale-parameters(i)/kappa; +end +for i=p+o+1:p+o+q + parameters(i)=parameters(i)*scale; + scale=scale-parameters(i); +end diff --git a/multivariate/scalar_vt_vech_jointlikelihood.m b/multivariate/scalar_vt_vech_jointlikelihood.m new file mode 100644 index 0000000..32c210f --- /dev/null +++ b/multivariate/scalar_vt_vech_jointlikelihood.m @@ -0,0 +1,82 @@ +function [ll,lls,ht]=scalar_vt_vech_jointlikelihood(parameters,data,p,q,backCast,isJoint) +% Joint (intercept and dymanics parameters) log likelihood for SCALAR_VT_VECH(P,Q) estimation +% +% USAGE: +% [LL, LLS, HT] = scalar_vt_vech_jointlikelihood(PARAMETERS, DATAAUG, P, Q, K, K2, T) +% +% INPUTS: +% PARAMETERS - A vector of vech GARCH process parameters: [vech(C)' alpha beta]' +% DATAAUG - Augmented (by m back cast values) matrix of mean zero residuals +% P - Positive, scalar integer representing the number of lags of the innovation process +% Q - Non-negative scalar integer representing the number of lags of conditional covariance +% T - Length of the original data +% +% OUTPUTS: +% LL - Minus 1 times the log likelihood +% LLS - Time series of log likelihoods (Also multiplied by -1) +% HT - Time series of conditional covariances +% +% COMMENTS: +% See also SCALAR_VT_VECH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 9/1/2005 + +k=size(data,2); +k2=k*(k+1)/2; + +C=parameters(1:k2); +C=ivech(C); + +%Parse the parameters +alpha=parameters(k2+1:k2+p); +beta=parameters(k2+p+1:k2+p+q); + +%Compute the constant +const=(1-sum(parameters))*C; + +%Compute the back cast +m=max(p,q); + +%Initialize the covariance +Ht=repmat(C,[1 1 t]); + +%Initialize the log likelihood +ll=0; +lls=zeros(t+m,1); + +%Compute the likelihood constant. +likconst=k*log(2*pi); + +%Perform the recursion +for i=m+1:t+m; + Ht(:,:,i)=const; + for j=1:p + Ht(:,:,i)=Ht(:,:,i)+alpha(j)*(data(i-j,:))'*(data(i-j,:)); + end + for j=1:q + Ht(:,:,i)=Ht(:,:,i)+beta(j)*Ht(:,:,i-j); + end + %Replace these lines to make it work better with poorle conditioned data + %likelihoods(i)=likconst+(log(det(Ht(:,:,i)))+data(i,:)*Ht(:,:,i)^(-1)*data(i,:)'); + + %This is a trick to ensure higher numerical precision + Q=sqrt(diag(Ht(:,:,i))); + R=Ht(:,:,i)./(Q*Q'); + stdresid=data(i,:)./Q'; + lls(i)=likconst+2*sum(log(Q))+log(det(R))+stdresid*R^(-1)*stdresid'; + ll=ll+lls(i); +end + +%Normalize the log likelihood +ll=0.5*ll; + +%If more than one argument out is requested, perform trunctaions and +%normalizations as required +if nargout>1 + lls=0.5*lls(m+1:t+m); + if nargout>2 + Ht=Ht(:,:,m+1:t+m); + end +end diff --git a/multivariate/scalar_vt_vech_likelihood.m b/multivariate/scalar_vt_vech_likelihood.m new file mode 100644 index 0000000..892d7ba --- /dev/null +++ b/multivariate/scalar_vt_vech_likelihood.m @@ -0,0 +1,105 @@ +function [ll,lls,Ht]=scalar_vt_vech_likelihood(parameters,data,dataAsym,p,o,q,C,Casym,kappa,backCast,backCastAsym,isJoint,estimFlag) +% Log likelihood for SCALAR_VT_VECH(P,O,Q) estimation +% +% USAGE: +% [LL, LLS, HT] = scalar_vt_vech_likelihood(PARAMETERS,DATA,DATAASYM,P,O,Q,C,CASYM,KAPPA,BACKCAST,BACKCASTASYM,ISJOINT,ESTIMFLAG) +% +% INPUTS: +% PARAMETERS - A vector of vech GARCH process parameters: [alpha beta]' or +% [vech(C)' alpha beta]' if ISJOINT +% DATA - K by K by T matrix of covariance innovations +% DATAASYM - K by K by T matrix of asymmetric covariance innovations +% P - Positive, scalar integer representing the number of lags of the innovation process +% O - Non-negative scalar integer representing the number of lags of asymmetric process +% Q - Non-negative scalar integer representing the number of lags of conditional covariance +% C - The unconditional covariance of the data (cov(data) +% CASYM - The unconditional expectation of the asymmetric covariance +% BACKCAST - Back cast value for starting the recursion +% BACKCASTASYM - Back cast value (asymetric terms) for starting the recursion +% ISJOINT - Logical indicating whether the likelihood is the joint across all parameters +% (intercept and dynamics) or is just for the dynamics +% ESTIMFLAG - [OPTIONAL] Flag (0 or 1) to indicate if the function +% is being used in estimation. If it is 1, then the parameters are transformed +% from unconstrained values to constrained by standard garch model constraints +% +% OUTPUTS: +% LL - Minus 1 times the log likelihood +% LLS - Time series of log likelihoods (Also multiplied by -1) +% HT - Time series of conditional covariances +% +% COMMENTS: +% See also SCALAR_VT_VECH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 4 Date: 10/28/2009 + +[k,nothing,T]=size(data); +%If nargin~=7, then we don't need to transform the parameters +base = 0; +if estimFlag + parameters=scalar_vt_vech_itransform(parameters,p,o,q,kappa); + %Parse the parameters +elseif isJoint + k2 = k*(k+1)/2; + base = k2; + C = parameters(1:k2); + C = ivech(C); + if o>0 + Casym = parameters(k2+1:2*k2); + Casym = ivech(Casym); + base = base + k2; + end +end +alpha=parameters(base+(1:p)); +gamma=parameters(base+(p+1:p+o)); +beta=parameters(base+(p+o+1:p+o+q)); +%Compute the constant +const=(1-sum(alpha)-sum(beta))*C; +if o>0 + const = const - sum(gamma)*Casym; +end + +%Initialize the covariance +Ht=repmat(backCast,[1 1 T]); + +%Initialize the log likelihood +lls=zeros(T,1); + +%Compute the likelihood constant. +likconst=k*log(2*pi); + +%Perform the recursion +for t=1:T; + Ht(:,:,t)=const; + for j=1:p + if (t-j)<1 + Ht(:,:,t)=Ht(:,:,t)+alpha(j)*backCast; + else + Ht(:,:,t)=Ht(:,:,t)+alpha(j)*data(:,:,t-j); + end + end + for j=1:o + if (t-j)<1 + Ht(:,:,t)=Ht(:,:,t)+gamma(j)*backCastAsym; + else + Ht(:,:,t)=Ht(:,:,t)+gamma(j)*dataAsym(:,:,t-j); + end + end + for j=1:q + if (t-j)<1 + Ht(:,:,t)=Ht(:,:,t)+beta(j)*backCast; + else + Ht(:,:,t)=Ht(:,:,t)+beta(j)*Ht(:,:,t-j); + end + end + % Replace these lines to make it work better with poorle conditioned data + % likelihoods(i)=likconst+(log(det(Ht(:,:,t)))+data(i,:)*Ht(:,:,t)^(-1)*data(i,:)'); + + %This is a trick to ensure better numerical stability + Q=sqrt(diag(Ht(:,:,t))); + R=Ht(:,:,t)./(Q*Q'); + stdresid=data(:,:,t)./(Q*Q'); + lls(t)=0.5*(likconst+2*sum(log(Q))+log(det(R))+trace(R^(-1)*stdresid)); +end +ll = sum(lls); \ No newline at end of file diff --git a/multivariate/scalar_vt_vech_simulate.m b/multivariate/scalar_vt_vech_simulate.m new file mode 100644 index 0000000..7d5516b --- /dev/null +++ b/multivariate/scalar_vt_vech_simulate.m @@ -0,0 +1,154 @@ +function [simulatedata,ht,pseudorc]=scalar_vt_vech_simulate(t,parameters,c,p,o,q,m) +% Symmetric and Asymmetric SCALAR_VT_VECH(P,O,Q) time series simulation +% +% USAGE: +% [SIMULATEDATA, HT, PSEUDORC] = scalar_vt_vech_simulate(T, PARAMETERS, C, P, O, Q, M) +% +% INPUTS: +% T - Length of the time series to be simulated +% PARAMETERS - a P+O+Q x 1 parameter vector +% [alpha(1) ... alpha(p) gamma(1) ... gamma(o) beta(1) ... beta(q)]'. +% C - K x K matrix containing the intercept +% P - Positive, scalar integer representing the number of symmetric innovations +% O - Non-negative, scalar integer representing the number of asymmetric lags +% Q - Non-negative, scalar integer representing the number of conditional variance lags +% M - [OPTIONAL] Number of ``intradaily'' returns to simulate to pseudo-Realized Covariance +% +% OUTPUTS: +% SIMULATEDATA - A time series with scalar variance-targeting vech covariances +% HT - A [k k t] matrix of simulated conditional covariances +% PSEUDORC - A [k k t] matrix of pseudo-Realized Covariances +% +% COMMENTS: +% The conditional variance, H(t), of a scalar vech is modeled as follows: +% H(t) = C + +% alpha(1)*r_{t-1}'*r_{t-1} + ... + alpha(p)*r_{t-p}'*r_{t-p}+... +% gamma(1)*n_{t-1}'*n_{t-1} + ... + gamma(o)*n_{t-p}'*n_{t-p}+... +% beta(1)*H(t-1) +...+ beta(q)*H(t-q) +% +% where n_{t-1} = r_{t-1} * (r_{t-1}<0). +% +% Pseudo Realized Covariances are simulated by generating m-intra daily returns from a N(0,1/m) +% and computing the Realized Covariance of these. These were used in Patton and Sheppard (2009) +% when evaluating variance and covariance specifications in a Monte Carlo. If M=1, then PSEUDORC +% is just the other product of the SIMULATEDATA. +% +% NOTE: This program generates 2000 more than required to minimize any start-up bias +% +% See also DIAGONAL_BEKK_SIMULATE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 4/1/2004 + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%Check nargin +switch nargin + case 6 + m = 72; + case 7 + % Nothing + otherwise + error('6 or 7 arguments required.'); +end + +%Check t +if ~isscalar(t) && t>0 + error('T must be a positive scalar value.'); +end + +%p, q much be non-negative scalars +if length(p)>1 || any(p<1) || floor(p)~=p + error('P must be a positive scalar'); +end + +if length(o)>1 || any(o<0) || floor(o)~=o + error('O must be a non-negative scalar'); +end + +if length(q)>1 || any(q<0) || floor(q)~=q + error('Q must be a non-negative scalar'); +end + +%Check c +if ndims(c)~=2 || size(c,1)~=size(c,2) || min(eig(c))<0 + error('C must be a positive definite covariance matrix.') +end + +%Check parameters + +if any(parameters<0) || length(parameters)<(p+o+q) + error('All PARAMETERS must be nonnegative and sum to less than 1 (sum(PARAMETERS)<1).'); +end +if (sum(parameters(1:p)) + 0.5*sum(parameters(p+1:p+o)) + sum(parameters(p+o+1:p+o+q)))>=1 + warning('MFEToolbox:Stationarity','PARAMETERS are not compatible with covariance stationary process. Please check HT for problems.') + initialValue = c./(1-.99); +else + initialValue = c./(1-(sum(parameters(1:p)) + 0.5*sum(parameters(p+1:p+o)) + sum(parameters(p+o+1:p+o+q)))); +end +if ~isscalar(m) || floor(m)~=m || m<1 + error('M must be a positive integer.') +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%Set the burnin amount, 2000 is probably reasonable +burnin=2000; +%Up t by the burnin amount +t=t+burnin; + +%Determine K from the size of C +k=length(c); + +% Draw some normal random numbers +intraRandomNums=randn(m*t,k)*sqrt(1/m); +randomNums = cumsum(intraRandomNums); +randomNums = diff([zeros(1,k);randomNums(m:m:m*t,:)]); + +%Determine the back cast length +n=max([p,o,q]); + +%Initialize the random numbers in the back cast range to the unconditional covariance +randomNums(1:n,:)=randomNums(1:n,:)*initialValue^(0.5); + +%Initialize the covariance +ht=repmat(initialValue,[1 1 t]); + +%Initialize the covariance +pseudorc=repmat(initialValue,[1 1 t]); + +%Parse the parameters +alpha=parameters(1:p); +gamma=parameters(p+1:p+o); +beta=parameters(p+o+1:p+o+q); + +%Set the data equal to the randomnums to make things easiest +data = randomNums; +eta = data.*sqrt(0.5); +%Perform the recursion +for i=n+1:t + ht(:,:,i)=c; + for j=1:p + ht(:,:,i)=ht(:,:,i)+alpha(j)*(data(i-j,:)'*data(i-j,:)); + end + for j=1:o + ht(:,:,i)=ht(:,:,i)+gamma(j)*(eta(i-j,:)'*eta(i-j,:)); + end + for j=1:q + ht(:,:,i)=ht(:,:,i)+beta(j)*ht(:,:,i-j); + end + ht(:,:,i) = (ht(:,:,i) + ht(:,:,i)')/2; + ht12 = ht(:,:,i)^(0.5); + r = intraRandomNums((i-1)*m+1:i*m,:)*ht12; + pseudorc(:,:,i) = r'*r; + data(i,:)=data(i,:)*ht12; + eta(i,:) = data(i,:).*(data(i,:)<0); +end +%Truncate the data and the covariance +simulatedata=data(burnin+1:t,:); +pseudorc = pseudorc(:,:,burnin+1:t); +ht=ht(:,:,burnin+1:t); \ No newline at end of file diff --git a/multivariate/scalar_vt_vech_starting_values.m b/multivariate/scalar_vt_vech_starting_values.m new file mode 100644 index 0000000..9ebd005 --- /dev/null +++ b/multivariate/scalar_vt_vech_starting_values.m @@ -0,0 +1,75 @@ +function [startingvals,lls,output_parameters]=scalar_vt_vech_starting_values(startingvals,data,dataAsym,p,o,q,C,Casym,kappa,backCast,backCastAsym) + +% Perform a grid search to find decent starting values for SCALAR_VT_VECH(P,Q) esimtation. If +% starting values is user supplied (and thus nonempty), does nothing. +% +% USAGE: +% [STARTINGVALS,LLS,OUTPUT_PARAMETERS] = ... +% scalar_vt_vech_starting_values(STARTINGVALS,DATAAUG,P,Q,T,C); +% +% INPUTS: +% STARTINGVALS - A vector of starting values or empty to perform a grid search +% PARAMETERS - A vector of vech GARCH process parameters: [alpha beta]' +% DATA - Augmented (by m back cast values) matrix of mean zero residuals +% P - Positive, scalar integer representing the number of lags of the innovation process +% Q - Non-negative scalar integer representing the number of lags of conditional covariance +% T - Length of the original data +% C - The unconditional covariance of the data (cov(data) +% +% OUTPUTS: +% STARTINGVALS - A vector of starting values (p+q) by 1 +% LLS - A vector of log likelihoods corresponding to OUTPUT_PARAMETERS +% OUTPUT_PARAMETERS - A matrix of alternative starting values, sorted by log likelihood +% +% COMMENTS: +% See also SCALAR_VT_VECH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 9/1/2005 + +%This code performs a quick grid search of potential starting values +t = size(data,3); +a=[.005 .01 .025 .05]; % The innovation term is usually small +g=[.005 .02 .5 .1]; +apgpb=[.99 .95 .90 .5]; % The smoothing parameter is usually large +count = 1; +params = zeros(length(a)*length(g)*length(apgpb),p+o+q); +for i=1:length(a) + alpha = ones(1,p)*a(i)/p; + for j=1:length(g); + gamma = ones(1,o)*g(j)/o; + for k = 1:length(apgpb) + beta = apgpb(k)-sum(alpha)-sum(gamma)/kappa; + if beta<=apgpb(k)/2; + scale = 0.5 * apgpb(k)/(sum(alpha)+sum(gamma)/kappa); + alpha = alpha*scale; + gamma = gamma*scale; + beta = apgpb(k)-sum(alpha)-sum(gamma)/kappa; + % Reduce alpha and gamma + end + beta = beta*ones(1,q)/q; + params(count,:) = [alpha gamma beta]; + count = count+1; + end + end +end +params = unique(params,'rows'); +params = params(~all(params==0,2),:); + + + +if isempty(startingvals) + lls=zeros(length(params),1); + %Evaluate the likelihood at each parameter + for i=1:size(params,1) + parameters=params(i,:); + lls(i)=scalar_vt_vech_likelihood(parameters,data,dataAsym,p,o,q,C,Casym,kappa,backCast,backCastAsym,false,false); + end + [lls,pos]=sort(lls); + output_parameters=params(pos,:); + startingvals=output_parameters(1,:); +else + lls=scalar_vt_vech_likelihood(startingvals,data,dataAsym,p,o,q,C,Casym,kappa,backCast,backCastAsym,false,false); + output_parameters=startingvals; +end diff --git a/multivariate/scalar_vt_vech_transform.m b/multivariate/scalar_vt_vech_transform.m new file mode 100644 index 0000000..d47fdd3 --- /dev/null +++ b/multivariate/scalar_vt_vech_transform.m @@ -0,0 +1,76 @@ +function tparameters=scalar_vt_vech_transform(parameters,p,o,q,kappa) +% SCALAR_VT_VECH(P,Q) parameter transformation. Used to map parameters +% from a scalar MVGARCH process to the real line. Used in the estimation of SCALAR_VT_VECH. +% +% USAGE: +% [TPARAMETERS]=scalar_vt_vech_transform(PARAMETERS,P,O,Q,KAPPA) +% +% INPUTS: +% PARAMETERS - Column parameter vector +% P - Positive, scalar integer representing the number of symmetric innovations +% Q - Non-negative, scalar integer representing the number of lags of conditional variance +% +% OUTPUTS: +% TPARAMETERS - A 1+p+q column vector of transformed parameters corresponding to +% [alpha(1),...,alpha(p), beta1 ... beta(q)]' +% +% COMMENTS: +% Input parameters must satisfy: +% (1) alpha(i) >= 0 for i = 1,2,...,p +% (2) beta(i) >= 0 for i = 1,2,...,q +% (3) sum(alpha) + sum(beta) < 1 +% +% See also SCALAR_VT_VECH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 9/1/2005 + +%Upper bound to keep it a bit away from 1 +UB=.999998; + +alpha=parameters(1:p); +gamma = parameters(p+1:p+o); +beta=parameters(p+o+1:p+o+q); +%Check that the parameters satisfy the necessary constraints +if any(alpha<0) || any(beta<0) || any(gamma<0) || (sum(alpha)+sum(gamma)/kappa+sum(beta))>=UB + error('These do not conform to the necessary set of restrictions to be transformed.') +end + +%Alpha, beta cannot be exactly zero or there will be problems with log() +alpha(alpha<1e-8)=1e-8; +gamma(gamma<1e-8)=1e-8; +beta(beta<1e-8)=1e-8; +%Up the upper bound a small amount to make sure it is satisfied +UB=UB+1e-8*(p+o+q); + +%Set the scale +scale=UB; +%Initialize the transformed parameters +parameters=[alpha;gamma;beta]; +tparameters=[alpha;gamma;beta]; +for i=1:(p) + %Scale the parameters + tparameters(i)=tparameters(i)/scale; + %Use an inverse logistic + tparameters(i)=log(tparameters(i)/(1-tparameters(i))); + %Update the scale + scale=scale-parameters(i); +end +for i=p+1:p+o + %Scale the parameters + tparameters(i)=tparameters(i)/scale/kappa; + %Use an inverse logistic + tparameters(i)=log(tparameters(i)/(1-tparameters(i))); + %Update the scale + scale=scale-parameters(i)/kappa; +end + +for i=p+o+1:p+o+q + %Scale the parameters + tparameters(i)=tparameters(i)/scale; + %Use an inverse logistic + tparameters(i)=log(tparameters(i)/(1-tparameters(i))); + %Update the scale + scale=scale-parameters(i); +end \ No newline at end of file diff --git a/realized/ES_20090817.mat b/realized/ES_20090817.mat new file mode 100644 index 0000000000000000000000000000000000000000..99fb933010568b5c83df03e10cb9daa65c0c0963 GIT binary patch literal 2084778 zcmb4pc~nx*8+T=8t6-buN|{+%nwhx*nwpiVxn;RgT3NXeAt}m|SzpbyMN?BDx7;-| za|K#l$_3na!6XGiMMXqFj%;| z0_mSMH8^8xcouZ_jJ`hT|Fdk^c-bDXVZ(-#|7ut!)9==;PaAyCgQlPMfWGaRGB|Sk zl~-`0o$uw7mk2Mu|4Pf)xWSk!XZb&iZ{Az}S$L&wPoqvLw?yA5IeO)!-SZHSv>mon zg=C@B?1J-2Tjy5iOH-g>kK>o$dhd>UU8&HkY7&+HK-sQ$Xz%a$2fu(GoJl)o!kZI$ zd$UZD-sKEKri3o58ly=Y8SW=^b>|Bb+?Z`!-vMM-T8C-*Yd#$O`i!BRL{?=>+bEWu zMNF+m?3R**abP(g+yLMRm1fVRfsl+S)6oa2FAj=&~Xs7|hl?;~}=t z{XZz)D($Uvr*R}&MrE%M>NK;GueqsYZhfir2BhpF>vd%Gv^{OFYzVR%v-)tpl*`z$ zhO)$|R1T-f6ZY%OXZAYoYVFwf*74LYB{N}dC}rq;KSx(f~IyhAmNW_a@s!QJV_~ST)fn?Ju>u# zhJNyl{^FnD6f>;_bA7+@4`Z8`4#<4YEOUf%y`KAb?N6neS6b}4EAeT}Z(lX^lS?`u zqX*SJ<3I72Gg-X5inQvrs%VuK)uKo%M#3!E!{#fk_)Ylg!dipZteBn!*CoY# zzeTciuGL}Z*yEK-tKLF?=ZR#_UBacD^~;%1HE`V9L;&0*%e?tfpg3eH!vTNqRqBmn z`)+MTztn`pXmxy`8puUq5$P(!ca|JKmRA|eG{xE%E!mTwN_sszFQ!hu zStlK%9-|F6rCyLWi+cINSO3(VST=cKn%@Oqy!um@>5`_62pA_dPg>pXn*M-XOn{ik zHRnC({n%;ALb7>Y%f_jY*zB>CX{SMSqvNc^?=r`HS#y2CZJfks(=gK!ki`yv`hi!n zO=8N^dc9q{<{b7-Y3@wdaoU)__2cSPfwM`dqUiLIie`O&Su^`;GVIheHm)c@8GAXG z_n;}GWh}qj)(NtRxb@0jlGN=Ve(RMR65;gc>yw!#O}eVW0cbtBn;f#VW`y;);N$!0 z<9>zwhZnY~aM4s?0Re zB?V-vm3q#~cmIyx{!JMw2GG5&$H=aCwXjM?)RlIdIZ{d!<>bBfqYt5_IqQ=~QAy`+ z*h}4eYYf@TNKS_BI=aJ3U4*qX7qKmpE8^auAlSX!=Nn;mSerQ|CrIr9?{X`5Zedg{ z?%I4QY8e3zSF}3#)8@BRG9YN%uFqu+`u8G`nqsBuit|piPWEjB=^j|R7pWsPvZ6Y$ z$8A@@ahGIx;Pz73lO}o3u3`6%p99|>m9Z=LgM(~%Fl700%Kqx;uX|-iY|mu)9LVwC zkZ%X)F2Wj29M|f-YuX|cA;?Ng)ll1VmAW zX&8-LWb3&(xqn{)RlP-4=t_N-Hg2#ZO;7*1lk+zTprr%WWc%zEz&RYa}HmpK@oYX?Sj zPHfW2i2KzLv%XK!UlDuy0>Fm7w2ObZP2PIkfR^*Ksu9*lHnWA%^x>>7D}B@B(8Bb~%2nH|Em1)LL#)OXXn`GqLx{mbIFg{w9sr#@^^X_X1k&ELsX(GZY> zaZZN5Lr$Ab#n>g!x4$kpPC3Q9D$5aruB7Hn7jEJyRr73SDsv3f+>TbnHqP&uJWvfi z=~U206?>+yl^>}%NnQJ}1L2Mu7!1f9$J>na%TWW2fR|PERdq^J{Qj3bQ-7rA&vbf# z3(u4~ABqYK_V$k`AXH&ph~lx?K-jrFXw9pnIFC}RuqY+z{wYZg#Br?C#J;P#5Ip=m%w}%p z<8s*vgi$`h{$<69@I6zWotdJfLejB^kc`*1NW!S9H=Q|)3k6_FgTp?gr1h^K=5wY! z`@q>+d^A*w?iwZ>sFwLP?bYNRG>y-ktBS!`i<|@eBmN%t(QcDhKjMJ62uwaM3y51E z&2e|a^-9zu5UU|-ZRnB}# zR-vu7SO{2}ne8aB7PpmsTx=BC_sFrz-|$&MGs+AZ1=G6 zklvfrLabyDc9u1ZyaAH-2S^OOa? zsLwrFqre&F1gY5uj$LYK?z2lydRgC!pACecMtp5O%MRTd-Udp%OI?XM4)wa|)t*k- z-!Z;pne?naW~u7bWaotnlfPNqSwd|rq$1l#v~1Z2w(P^T6$Fde=rRM!-fGI=Vy2+a z4~(piKRb-VkbSPaWwUAkh78RGwI31yQ z#7f=7^D6A4{}{B#bhH?`QLPz0Z$%IBYC%#KRz%s)YHIcPAER{|o3SZ1lI+6Ol5l=h zK%;0_Kwoxh&w#&tUob*n`+u>JfkXi=-Iw2ck-p4`88kYg;pC^;7OgD*U-j3+^ieYDt?BsOa1~v==nf}8 zPO4dtTVh3!#%1f%K@Qe4wtZu9OHuNTf^jF_b^3gM*(#~JhSd9>98=HuviLQ0G@L8^ z`L{dL^a-fkw#d&GE^+N!=U!S%;k# z{*9s`1GaUaFogD|;<$HcuKHv%X=>P$jwzR~N7FMZz>aIALKs}U@~noYA|;8MHo(_c zcZm0)h|1P7n9X3$+U+v}mB}FTe~;FIlPXsTKY!WwVG+hi&GMk$zz&ta!efGiza{^! z9w+)rYXg0a=N)qXKjhxVPJx8JwuGfBP5tysuR_ovdI{PUm;1111?d+EFPl<+ao-fW z>=AWZEB$60q#NHu^YfD$u|5uqUo~9Pa!vl4q}JW|HKuD_P}Jwt2R@wActElB$npse zzxBwpYcfOcSkgJT#4Q<+7r{@>U*35I+?~jW z+l)RJ*_}7-yr=#-J=KvUdRi#)O*F#GI!3Wtga2wOr6LciQ^dOxLV8cBm~Nz{N71@3 zt4nECdgu<8Qin*XPmfq%W<%o^{@l96_+}n-LCLdGBs#EMx7&MmVR|%Yo@MsSUmi8w zENWmU9oHDK!G^vb42DPe8zJV8QNeVwt>m2uSRHC35<}qR#w6TqE`yOx| z?P8(Mzn#)JnTLPTVRIM-nVDM;+mjWygmNObJG>?qMno4%1P|as`^8Biq^}_cmvtLQ zd-V@i9=}7<&cax~3exIMPotaJt41NPA6)CXs6ESGKUCKoG-xi-{AC^>WJR9WV1d^= zBPOO(BHL2E57)pA$q`m2|mm`cE&It}3`QVPEFz}90 z``@UiUN`F$GjgUK`Y_i)gxJ?p=$m)2`}6hwb)9@YQ|)|5;^I195nno=gArXJc$$2s zMdwU^y>iDCIOXW3$rbiD{X0b!F9Ut71r5ryvKFMxTxtM%9QAs_vkN&OB@Cg6K z`^NHP=)OFFp-Ij4J4kP{v*Y6j)5$iSE?F_Wpd);=6YfZxp0()daqpM)vT^ldt;$K{$(%?MlG&u3- z(aXP*O)iu_-=+Ps<3gYQ-8Qewrgd$uEg0*%*balkH4W-Cq?9i;W;I4s2ul6SNQ@e< zc72t$JReMsfCo)J>F*T= zZYrtv$S8eq)f@e1tMMJFuVhNKEO5eZ`&yr# zvQ*B1=VD_yQE2Efl8(*SsfCZGEaQr;pfj6%8Y@fScqWWbo!e06CE0qP6dCLHVfj!V zYHI-Fd(TcxxGO7n;#+vX2T4mK^27?fP=9a&z=_fz{2nuQ#RG6>4NIENFsqHsa2q{p z8~%Gh`O`9vO#+|uA|KM#Xw0pTWQAG>edCEsGZqsu+wWbS^| z@+DQDw_gFH_uub7qMnw|1>qyj!NeNz6#t_NXLe^kePUfN>31mWGRo`;$V) z(BrhM7S;3Ho}3_i7juLA@iohvPLmK3e`VmMQ6DC8CK|f6^Ihni!IO%&{(ASBcg1>3 zg2SSTPs*j>ImO`DVH9D9rnMrhC48jA$`+Z6$RLXBAF= zGZ9{MY*h#v=uDp&+mgLEhOe2r$RM}GnC&Tr(>G&@df#!K1*j$MLOyiQtSt~R{`P}x zhgO>ZpUo_H#W}egM(nX6+C*kBYH6Q~m)73QD$v^Xla{h)U98B>{NlpKlUnSWw(W#= zw`%A%lDdA&^)o=0_myV?$8LWAo>IJEGuK1&d);-<@TX}3sJ-TJjuyKre1yk6Dg_)V zFFnfL;Y)%iTwi|&3fZ8@YdOmL_VFldHuSQXDI0q@8#lm9=@B>~F|2KDf1h3K74v$pl;Dhg~um(5K|mEdILv($@nbo-XKYgB|Fu zw^3tFkvx>FNjzk!3!*h*L>gO?$6VX|I`l-V#QTA*EMu&?XAfAoOpSLSAcmp! zGSd}LyHGeQcI&vaOVWcLP!??T{`eZhakcg$X-@kp2^e2qE><*Ee zqFE-g#(>Rl{|pg%rUVMlgkZ}vTVWbc>HA0=`ocl;hAyrZGl{}&K;dM14>l3ASc$2+ zW~%F)8P|sgQQtNv@;817;_Es=pBbm7D%*`dvvU*P^?;{~mkee;k1gVAejun7*D`fn zY5Uud`ApJ|CRI6vL)jZh$=`zhV!8W%0fsUBgH4$?G_ixfSONP7JwyRz%M!0}Oi`^x z=1&kc6~);JXls+ureDYjpl(AM$P>K0~`+m2_HwqRl%R;X~phvL)yFrF3OQkQY$i%HLyh>vuWkeeHJf#Cdhgh$%2Bl2sdd+Cn6D+sxX*B+dYLY zDF_}0W7Az4JNavEbHfForTX4p7-*@DRV2SnZATaf;OlT;dHFk-fI2;i!rdoEfN4>a z1b%*A!8~Zq=OQ;%kf}WdX6!r}MljkBre(Adq&sqmC1KR=eKeEzIV_9iyFs)FxEgJ} zlsnTJPQdb$3#df|@};nWnrxQjWpB8TII;`;#^LpfJ%5(cLO@o&WTBT!2jC~O-d~Xi zqQV^(p*$13XBaj0okv0ba`^XJ=@s!GB`}vUf(-tmKT`d{*3(gglw&-Crba%ArI0xN zP6*V}dx{wC-`^0&8k;|v<-<3J*Q3St(Muctm;r@_kRHERtj4v}Wo&yD#d6Fx`Z%Qq z%%YAK)2_{&y(&=P76~g648E#{9?_wT5t*j9cc1KNf6!-t z;?)7ZOCDq2%!VA^$6tVnPT?II@^10u76grOl2mXK2NWIvvc8=YsKiJ{&xvsF2h!(< zD?roK5Yf67P13(>#@I@bku9*y)H9fZ0fpr^dxGAD$mtWI&Jc~FL=ZJ@cu5o}kgC$q zyGPQ37GAQr2}9taD>fjKyl#Dg5pRHqI1XCj zl(Y1}<m{7cLiYw;;TW-Dku0W{rwR)neJG&-X^^6N|AIa*+9HtG`x3TXr31Or%c z#lYo)iac64jR$31syS65RHfB@zKI&nLDjTJH~g&t6ZjDon8mlOOp_0*fLL2|irM-f z6YZpSo_31xgh-sp!T5-t9UN40t=JjMdxHtFS+6|__2Or?4}xj=-0*pL|7p*O@L@S= zn!y4Ky-A92zl9TRqSdWMij=l_Rb2bP+sUoViR2%8o)o)u$4AkX{?l-gQ$Cf zxWGL(823Gk^kEK_R(V5r*EQdzPh^r;&l~c zql?9fhkDGc&{6E4yZZg&F{Zj~u;pT+yBhS`*xtW>K&-;#*n1HE>YIvVzcoP9U3X^m zwHD0Uc1dyfCL%flMd67U@k>s|A>*X!Ht5d%!h%TTlS&-r=qFz4mDIZ&8ZB?|v0x_l zo1|&S%%=;cWv;~19gW%*Z|DJEs4PoiL_gMh!lc&0vr57Cc?*L2H(^K?dU1LG zHtc+&@!(Pb<$@w#Pr2Ku`3T4Pf+Qt=s6b0#zD?s@Y#4llzS8#$#)~5y!P9}$8kOYz zngcaCA%!`OE=TA_7OSG}7^$2u&NVI!P_Ew1s6Ik>53pT^1JVWZJHnqCQ36`TghN%79j$#8pH@zkqAb}8IqEk1 z{GG}?Pu(M3X=;=u$IrC(=%Y3{$v*2#y&)eRi(48U3+^-C_vAmhiZ?G><#1)YeOGQ? z;2Ory>;yvi`q;kX)1vnW_~f+m`g2J)D-QJRf6nl1&V=fTo?BhX%n%}lM>#I|5jwUx~{(Yb3b$0vhgM(+S{7H1-DvO^sEQz?u_2zj{7^Rp; zL+R?Lbq6baLJ)QP{BrlF20vBfs@k)IN@2O3#kdw-CQYDmt78sUaq&HZ`I9Kz9FT~q z9Dl?V4*pPGsJYS~mw0w0Afc5_s%*(-1ZV7qoSVJ6purUDqWiG)|wrv$TiF zNq#9j-A{%cgg&gD>`85z@^l%*1)cJod(_-7mMSyxE`!vy>n!gIBD@FtE!5Gym^^HJ zo)l4Zy2W7yp0POhRTW_Z=y$bKq$S__DgTA0I( zCroYP2j!2IZACDAH==f(H$1EaI9RY}qX3m!iH?4wA0v5p)~9TY6Vy-%A&z5K1{Oa-I>0+s`*C$c+`~FP>JMS+&yyne?27O_U-?WmL2b8{&wtn;2$cK&A zPF26xYnhscNDbLdtE5^n)0>Yz2T{N_Cqb|oNg9k z-LI=H%vYPKNfgfZ++5@qhdtSO!w4KtIz|umeEcn34tCa3ODB;O!lQ4*Zh5XDa9ZE0 zJXcv9g(^QBYjA(1h6m0Kg5nA%!B-a#sdrH>ZeGrK-P3K%JY}${EASlR&7|SY#q>R0 zu#YE`3=$Zf!L`002hz*d+5i9n>*GfsVqy_34a zIGwcy?25*9p#k@$|G2WKp6`eKcG@i*p85NVnqC$W*{slUdFvm3bTvvgZ1KG$UC8FdeZwbv-e#)!TM4tvW{-I5&G1t>_bqSA3drvy7 zPqUL8O{Q}{`gsw0ai|co=?K7j-Qus(a{|F=#P5IDIaZ04tSG5+N!fm?$|jt;%9Vgp z{&~b~6=)eizNHeia2SZ)Xid4FBRP+n1%No8(sL6t%s6MicjNblR2)de8lHI{=wRH6 zJ7hY|-QBwO?AY6UxGCpIx4!IjHBLvH;il>lF#h#o01rF*fV7f`8vfp0L4TYXN_WPY z&d9O^K1!{1o1Q0Hbm+m&ICU9I!&V5p^CL+rD}BfliP-E^KaI<%zPrWLtYYJWlfl@$ zDsm!u&{4SIPmNqM<6Ie^oD0|;S~{vY0?%9Cl@ok%hNK@3&s;fF5a!q?(l()LgQg>Y zw+Z((n~hhJdr{<&8GyB#V~WDJnJ3vrrjGwniP;hdg%zl@&XxJ06-eNgBN0zK_8ga$K2Nm+aRAk_Azd5#NmSzq4xq z99*<3F*@0Q;X3~Da<^5F+BQb}_3?XL0@P&18%UO;zo)6O{DA9W)-vccThfa10rG*{ zD8CVzNSqVh(RhUjb7N_zP1lO2f|B2tr82Wzm*DG7v@(OQ#gqH%_xd z2lpj$Tj);~FB~RPz_Wi8QS$nNXq#`Ye1OeHo{GR98a|Q zSG+>?*l|B{>RiF8#nOmqG1-E}_4{(xY}=1Pi@x!O!xD{c6t>D|$K8Esi$0|o@g{v9 zV8=}u2;=)|N$v+g{zN$l|=#A zANJ-(uKL_7o&>w0QWSeAA7|>WmdUaS#Qe3+*9uDPI-A&^{;@1pHd%iAOh9`IajNIH zdoiWLiYg5VA#YV=GS1}4qSD-zZAz=$H9K7t1?fP9^njv3(WcKuwaDR!*w43V^-DZE zqwL6lJ2wW^rJDmq#hjD3>9b?SAnk-Pi}Tqimm{29M{A<;!OHcmHp^B(^p&{60H6SR z$`^Cdy086G7Cf11a6Ttkn`{2>RX`Iavm6<@>h(ICWuQ3_@o|3p1>5vkzmJn!E)aWB z6*I9KF{bi=gdhyinvto9z-`R#O>b*0jlpd=f=7lB>l7ukYca_2XE9=VIM$&bNn~T< zzN{a~3P4!HtjI!&nK`%Sd4U6OxeNWnXQ^@lnNptbz3^G>b31w>(=!8UMI8h{fnhHQftv1T$r9F7gmWI@XjOez&B zhf^;nfU(6zD-X(zkA_jD4m{g%dW6_Br=WaK%HVZ^I51!GWhImK-IL*XGB^m#{Xi<9 zk@6cu`b4H^ssP0KP_^9GTtz&FrnY;7CHA3?ByAlkxY_}qRYI9O^9`AJWiLZmn)`=< zY(Cx`^o6d$6p^ULH1ZiAMB0Q&(pCN%{dWDN$juo ztK-h)wF}MKb_lP@89;j;@2;uvY_ojR+Lj-}cRIxO6aWy5dNEmf#nh8IlN*rFgNG!c zilgm)@Y;*BNoFC5ylO^pb3jE%C5$H}MuVlSm?exW+I(JAH(k4g@{;@wTgiHBDm&3X z2q%y;xifl7`wGly=;<65=Fu=$V(ti|m&+dRy{* zMg?|N9{0$l-8nqQHF7W;Vzi$E1xpV!VQv_IEVt~?uW4OV2U=_B z?)fJg(C22~zbbuJ0}(cR72Npu6vI=~N68%_H~Y2heNKG3AlswQmkQHNPw(e9f+mqQ zRJk9*`GiA6iJy2J`UO{)hCCV52-#Dm;Tk_9m(&vPIhBSe+=JA`ot+-@HoOOs9YWI4 z$L@jqVuqoFen_=1M^cwY_B5Iv^MHQDS*)JgmUTWx6dIShpYfkQf8_YI>c$Hipyl-| z9pWw7#E<&YuQxl^yUg!-8xHa;**l)E@9|wR0h(Uw!kzXN`|QlBda<VoxI(ZTiFG2|ZbJ;uCZ6--+P^4r76 zM$E}I7P_cPbR6XT1{OgxfuB|m?cwvAyV9hXwD~PRXtu}KHBpI9#U=VZhhyq)m*OA} zw4@{x;#0QKTR*Dp|3JEb^xVvY|NdVPh)zosD7Sik@#4HuJsR;w)9&5l%fqp+-yGLY zb?5!#>}Wi+p^4Vz#G~)u*=hYQZ+3X2)%0p^TY{G4{Mna>j{UrK=HML@VJMlwB+?8G zXcEtPNd%rJK^sDc9t=GXW_dW44^4ctW^(LZoIfhlyvN7!?-y50QW_kM5_xXZR-Zhp zY*fAl*?23^&b%w8Jo<5!2^$T#(|J~Rqzm33$gHx5Vto@4HVmiz2b4YEb!2Y!`I02P zvj)kv>TMQd>-EFeZWRy{7XJiLE6(7Ao%NiOcuhxzKtWvPNUMleVL*2cy(Bu_LjBny z77B&4mONfuH45jL>riy%^MQNhxNxwSl@S6Gk*#>gc1=FSb_?xkz772){ zviaQ+Ro{Aeod1eSEDL)k^!HXy_QMRVs~LW!sb4!!TlFb9h9gkZD+J&2-Jn$3V4cH3 zqZLoX?W(>?$ImFt*X8gI<>tc$H<_MAnhwtnB%XZ{s~1*s`dT6D`+)u0-CLn{yTTsc zDmlj5H;C-nSo_eqc`GY{r&`j_ezrJ@>Sw{OVZIx(0$Srj)Vpxr{G7_z)0p3@0(Tg8 z%SZ*B^zaLFcVlsw*C0g8H=ZA)&zaNBeQ{Skh94PYkY-XA8rO5NVgBRei*Ml}@Oab0 zLYjN5Q-xbRdHaWl@uI@uv3~ti-UcnmXI+17*3_6dAR zUgCz=v;!?VRn*zdioAgq){ma?k)}dP@4MeaPZreE7dLgZL!r(@1_D5zv3|OYMe9NPb@)A3Sr7rE%xWl2nRqKHYi0eOdJD z{*%`SeaAkd`O|vwUpot5U(`v>&-Gh=TWQ*AJ%xWiZ=~5$FQ(sb|GN&%CHuD)ngLNJ ztzna*d^eV|Bdvpd#$EF4`V+9yp#ovB)8op;r4Iz19>3Bkt$NnkseqIv5iAQ{4H1?g z9A$ph=dS=L&1|ELgkwycX9{bshp*6V;$liY`@Z9$YG3$pn@i$Sx=OCb{`*9}zS#P8 z_dD;<&RVinuVZvm9kt7t20cYx!`#liamK(eER&_--}rsq{@jS4qvJo~d$Kfl1|jYa zZNa|>S~MxGC8^!Nmub5BPiWN_TBb40$cS3+1M~-<>SFXVmn*dpV%}rsXzt168;bro zgUOE3@GN*hX8l<3m#Lm7&4(D?9`MjiAvL}#cts_{6K3`Sd8hTJHvR!6*Hq@zEN8uD z$>xP+iXlOP{u<_GthmW#yRNa)o!ew5drWQWTWy*F&*v=~=3liVruiP3I271HM(*~@ zvH@li{XmX^0-HI~BkfUMv=fkjhU zrLD$>(7s>wn{%9PvfB<5T+Ot+I5MqnPE!jFii1_s+*c!2FEmWJWVrB#p31Vs zek3#_q`v*WpD*ufl7Ki>nWVnJZZ(OO+-44)w}P2XcWW%=_gC6 zbymA427-^K3G75;LR}(KDJCL$@uuDsc3@`=lEJK^mxw!T4T<6kRuvDL$Fl4o*<)5R zY_Zgxpy}7s5J}KZ82|Z7z>Et8v^?m{{j!*@0Tcyu1LzAg?v9e>egz1s`=)SavPvV8 zVt@H^(o9_{M(pa$%@>!(xub~mi&eu2EM|p9hDcX}i0C<%3xIc0HwxRIapVR7gTayx2ihA`S+=$G{^=caAyd~Fu0R53e?!}M>*}Pke zlK3Tl*5nS~c?sP;>-an$BNk(bVvosQz`GN=Ao1eaGPxWLJ>iU9d%hl!Kld;0B<0_b?e;D9KAqipYsn$jJ(!P zkI*=pcx1ZD@fn+IhFM7h_iT?bW$0u*Yv$b~)2lGlAP@#eTqZk8c*0@-s(so($h)~- zc;YICW||}3pr6E2hMlo8`xp+MuL2O>=H9jev+*Lh-DLZ{VBHm-nZ3fznF3xrGLLa6;`NRi{8Cyn&f05!&-B{ z_AxwXkS8{Bmy4c?12oPsXj}TsV#os~A86!*T{XTNxknTq5q6>~@~DefzKI})6A|vP zIR;Fqs`|)BRrymQ6mV|vB>g9f_s4WFwXJvPDUuo1ywO_i>W;#w;f>q?2McIgt}(US z6tor+Y>`FlN8@&}&En*!0G<6B!1Y>Z^yWCOn~;$g0pD)SfcKipZyE@CVxjS?8>=8+ zDrtO*Lmv5%MA)@TN9azhMcfQO_4*c=@%|R0QO9yT#o>_}P%@r1LHafcdG|rL{g^S! z?b0=&@K~WFcDooF)9C7ODRn!}(Z$eGt*?g_pnanNwWl;GeER@4YBRt4%=hr1zBS%;GQeri5_xdH$x*`Xwoksw?5c{0C)0o6Yq7S1|G0J19x#kCf7WH|)*9j3OY29ib4KK?y&jqjxCOPY_9IH8>JtS+*YNN{ ztmUe|Un^PqX&|D>Db!w7FyOj)e|m_efn1gYO8E#dAO{e+00s*FQJC+!W1wl`0SA5_ zv$3b8n=)cb1%t%6*j!2!yZ1yaEW&pD%b=LX=Bb5f08u+H$g)(qJhYS)x1@|LEtqdB z;0?8AF(sD)wvOhqwAN&jcSl0&LK-g!J+n={X4s=TZh(?%netrK z#d;W*oeEkrvqF9HVR=TckJG2^vScQ$uw$K$zg9$tv4$MoGjS(-l58kvA^M=SkbF-sJ+GvZL{r2IW;H zQexuzT0zK@YeLh!aO1qyXUz-)&e(9h|JS9rxyI9%cqYY~K!)7(C5>n`*2|x5y|?@M zx5s5M^LT49B&RlV;jP!y3HSQ;eyq$HXNiHn`llIktw8tS2^?lxuEx`aARwbc)dl=? z6`#rMp&`bZwUe(Z{;j{{Z6fZ`mHLy9W;M1H*YuhWKA8IRg~Kdmj%}EfQo1TBN)NF> zWT(jt`PZW4ZF?*rW*u>pMJ`_TaVNmzZ&ZN9wl8Bu4O%&n;J6_uFD9+kS&_eWlGNa3 zO{~|>fmpDsotv=5)_u3DV<1n6D{|Q~Wko&)Z%r&a)Lp=_o}~$nP&e*A!l}<*ftT_j z#YBx>@#!O2ilUSMX@M6vhM@^Qq`w{%l9(KWexOtdi~JSZ8Y8WKi<4cjmW4SHBb-<~ zehZZoOt+5Z+{x=iXGe zm=I$+qt*?h#}*1VDzbWnM+SHwVj#&M8!-o+G>AIEKlk|q*SF-rpR#pe)}=5YQfr%9 zqBE}bA04-B4DrQcPUBP%IKqcj`)gyzY%_JfPx9RIav!vD&6}~2^AroAW73TpJ54OF z!o0kjVX*JtbZVSfBkBn9=%E=|1ge5mkH2mWr6sbFw)==)QZNi{erQHw(ag%6#9l^I zN+n(cCKcARM(%k90mUWUHss5reAlzTYm*&%Y}a4^ZQSrfyX}|&mvTqlVr-{1y-h3K z2#9ip{6^0ajxs}GZ`QB7bNhR7py@dA<$+GC%PWqbR%P1NFy>KI?+vcu<+BcD2{O6= zn^{bD6ezd6cy(&#^QrNphu?Z$D1Y1j7iV-~YeM$#bsQxy)Guaw*MBXy;>T=^tdxp0 z|6aOb*yeOp?Qp@VlIO>TM^W@vzN!p!oia=zG1~bMMySl=TG1V%0?j9|I%ov zu9MO~JcPf`=Y6j;)9au0UCV0|ci*b{vO`+0tW79&qGT*i1ZeL4u8xko_!OX4XS!vr znDe@1Vsir`)K5+#4@p;XcnT=j0G}GZ!IJK$9OJH&5&&1B<5k4PNrBv<6ZPunyi^K} z?HJ!aGL_LAPgx%G65Yh&(<;M@N>h*cEqa*jk5-YTO@2-6!d^T?gb&}p_FrYQ zaGZZkx#1k4-?TSuE#WTlX+W&05%uiXhv)9weeLdf+?(uJK1u84A2=v69A6lI?AL4s z^SN0hZhUwuU`x2Y;MBQ~>$Mde&z9RF|6@^_^S|h1s`1In+3%qV*XK88^hMi?CD)s) ze%974E%%!BMLQ;})c*Bu<0AbMw|p90Z6<&tRt~k_+^C>(y3-~)g>hTJjOp&-u4W-3 zXEvz1Un}|xh~=d%KJMIzbUZ=mZE+L!nS~D+x9F~Rh816wo@EJyI>j!P%W-9dPfeD6 zY8`a4Bqbxh;_G> zr2>eKGL6T3ztzKYiPw(;O_pX-#n4-8$hkTxKso6yy?Q=7gi}=CJwo*GM)aMbSC>mG z-?tDe%E144+&PIDP?q9A>g$ny_g$&@ir@}Cy8;Ti=1JS)G+}x%z`eJ=g|Q>f)aZ=I zp%TM$D<@zq>BSb}iW_*-h14XK-Z_o?Os8!ZG!lAEwC!CBteF(pg9gR1us`BR?f3>$ zBSJsD_D|K~sD+(om7OVSsDE{-;)TucSdHh2ge$B@f!mn0kFv3zVQ|rZ`$uJ&=_|zJ zLI~br5MVH}%J`FTxAfZgA?l`0+3kq7h-XW`&*`4OtrQo=c=In^qy?-$6|@Ext*U_L z-H-X2gXVYYUTxc5W8H@q#qeotOx@|T$#B10%j!y3EWlFwNRJ6$tf zmdA?P;KhW0;HM#{KM0zZZ4vBz4!c_d`A{7Z^pyj)mu}Lh85|M+-qkGUTYk@`uRD(O zGf;5bp$WYyyP__3?{nO=O(p}AJA7G`dW3^#{XNYpinNmciw$eQ zRq?N;&o30Q%8iWp+-vA(X>TtyH(VU7NC;DJy!!>=vl!e|=c$44F|y8Vuve?Bqi3vwEHWnCO4GrLe&=% zyb}bSX%UwIq|Eri zM)L%cUGnOcW^fIv!g24O@!-y%!PxZ|t0~i)nk2t*oqU`?6fnb7>HLk4zfPW%SHn(t z&dhlB%U6Uk3pX|f8Y$y(Hs@x8TU%sUBwv8*&sgcnlyHkX%qO;tOE@t|M! zMI6$CpnwZZGegad^e#n%)~0eM8~%o^dpWPCE;qLKFz*T^pO-dN!oAlyYngLz_Vj94Ho3P| z0rJ7D&+!Ga@yR;qJ3*h?KYxbb2i>NYA}nR75%}l=7GDQV6^;`i8+_Gyg5_Qbn6}tP zU_EpjS8Ad!y((BQi4gCNsVmNAMGjS2WbzHc+>pj$s1`F zGn*WW#MXgOY&qp@Ipu7X!$fU4=d{%v#)ierY_sjV&+qrWzSp%s_Sc@fc6dEskNf?0 zzds!{pBS$z3~P33?Vz>QqUk)BQ6_T0Sr(>ZoGcn0WLxE^1J`+WuvjHCnZJ%4kWePk zal{SvC#}sU{Jab3AbeRSZCHGak8&o%r42@Zt_kNDf%1;H%WFArY-ZVsk`G8+x3UIM zqDQ}`{a4;NaXEHrs6m0Dn#^55GoU(nYV8oN3X3q1^JV^B2n4y3eX!82ehRN$2?4Xh z^awdW6z&E<5KU4|Mpoih?N=r-H`X@eux!O|gzYD&E@ZZmE7{RCrgVUJd-%?$HDmXc zk8u7eIe=_9D$Zmy={QBZS8^A0+PgW%K`8atxg$MrrYUk4HwLpc+yVVBhIOzs%I-mx z-IdV-3*ntQn#N&GOol`E1CgN%?)kt^n+3?=Ageg4E$pPe5^CGGq?*FoQ^SV#!kz)B zNE>-Cc-b=N&7doJ;T?UUH>??Jeu12u$NRn#1L$=^0oQvpI3PRN`_iU&Cy=Cciq+x^ z!=e}2DNxD$lFxrv4xYJU*EE2@(zgF415t`O1tQWglwPXOmW%-m`6z$#>e|MSTdhYy}wYSZli%$Ck}U1J~rg*}az)VwFlH zPT_++QKWdu93y&nprrgQUn?0E|Ib(n8B)|-e-rsdoq*fU(78OC@NZ1w`+kl?oRNbB z6*DKw+cjNA70OhTL28|*(teJN5`O$|vN?m7D=jQ|zsjm==Ioqgy>_Ki;smFY*-D8H zi1I3=1SM{d6Cep+*qop)#czRpW)pDk%thq2R}{+)>Jv+5q?r ziqsChjJU+zif8e8f5`VEw zIk_$P6^%XJtYAjta z5iSR!P^~Ia4ur~9%8s=pSX}!Wc8-RNV+8^?Suzq@TpTu5(H`nVfZXr`k}x50;E9tT z!{UFrF|(pWl-U-JDWy0af0FY=76D)P0*a5wSR>o=c3O&hHau1J1bqT$3o`2b=+5PhNUH22nzp1LqL^AF|*dyT{r7 zBZyDSkaKf9bC+00H_)>aj;hXqhy6$sJy}rGlOGkjI~O|=v)H&j&ZEExGpCiS=S7kV zmj7|1kr6jt_jhI7IS^3#;#KmlD|_}i*`!Dx9)6a1>`+LAf!zG@fw`$9D)N$Y;>*M= z%lkWaT(V60RCxH_^)s)J?~G4BlYHQWcAlHm#jn}5wGBLa=IU}A9b4-N_tm2w*DzhD zX5zB48bYKRMY;rDh=0@e=dL;j>?4Ow<<2u3s{LPA2d>Z-Bh$>=d2{OjCUA&-#Rs`* z79RRjS)PV}&;2f>C2_ABSLH^c7XI^JeIvC0l0DqZC7lJ|R{UXf?`O7QAU0eOzpnlz z)}mchu5nnw>-M?Yas46Qi_{L5WMLaYoawN-%4uTW`5Znt+l!KQ*HQBnk+s|eb=~A7&V}xPAt6rW_icR6_Y8DgyalxncP3E4@yy` ztHHng4TEvm zBgY`BVRvJOCi)3f{sA7Wqv<^)`txmF9VN~3)>LRdBtT`NLKW^i!l!p2G|s8Dx%A%; zy;QO9-zH)EkiE+EZD>qRe}IQlF$}ogV)#MNvUACyQWmgi4wIKdSZ zP5m28vyx)_U$R8*dgYtD!W&Bco42euUY+LGUA^>%$y7JBPTv((6^ZO-)yHlX*%V&i+Dzh=M>-qFroLv6X{ z-r4B^fu0KJsnHlnPm)Q-2E8ws%Ycq?yMws>f>BCd$xGn zYR94JWiwg)>3&pS-SUO8rn9$&Tb*KWsxLK9fnO^?6x_qWuTaKn_z{*ltainv?U)L? zutR#*J8m_ge35@EoU;Fu-l9|cVg|`_XxO@-sT`FTA#;l-Cl6y;FDd3@7Y)&$cXJn7 zh20GfBf+b=tD+~1pyTGT*K<(6P=C774R3YNw%^_@e-2)C`o^T9+Kc7#Gg7To1(U)k zt+x*7lZr1g9D#g^HS*{xT%wt!_W+L8)Vc`LPc8!)E8#qLV)YA^14S1rda?mKfFy6NNK!3qcp)Vq=?^S$o(LD7g(n_eyoMHt#;VDiT}}`cO<~Lnf3K6K zjN+OCy>b(V4k=vx01Zb-GI?9_S`MONwI2(R^_oj1EXn@HVQJeT&poUlU`*D3+D2DZ zF9yw(Fz3*)s;4X2>3KxY`?$Ae4Qc-E;J@=kodEr0M8dB=iD0?)ujCu$rTYV9CT>|< zOuIwOOhz)$tM)p%^7)jwUkFvA+2A$NQV|CkK?XOIU!aAwyS!>b0ZFz8gEtwewW{In zCdL2`nLjg~6Q1E2Kdg8UTpcrIs3rQ?nJ~bQhF0!Zsvm}=Ipq+|M+nbrAYbp-v>kR5 zU3pyLc7l&+UVftoAwM2MKJ)hpI7m(l8r@}sA{%wzbI}!J{WWnc6T+#8A-bQiwKJTw z<&|t-1YV_kp7$5BRiCM%|7(l8TY_PvsABzX$TtHWlI#Tl+p;7!>3MxV&}4` zKn4u!5BYtl<#P`uhRA<~-|TVoveGRM**Qa%9us7YAeVk8S^gkSq-KWbQT5Cpp9DNU z2_e8LMqBDo4bzitp3!6Ff+c7LM7EH~(qx9d@)trXI9&r))tk^C)dbBq;wv-7H;5wC z-8mFbFtc4G>~CScqv@D%ab6- zYl>r;mP3w8JP0s=p!tEly%&H_Ol1;g#G^A9V{3-r!=Cmn`G8%!vtv7~+aq^ndh5-! zD)@=i)XuW(l74Uv#v?0erViY9N{_0tj);#Y#^A2($}WDsYM(;7yxTOeI0)Ii`EpN9 zXyAS1vyp_7Vj#orUI~By*)XdiQzce5a8D}4fz6gylByjmmHbSoaPI>dPqP!;AN~rkEr98 zTLluG)EnHzt67UYI^*@oXl4@X%7eKIyj){Y8PuviN%T-`+rwkV_GYdakisP5l{JRd zDFG;v|J_J!epiTlQ>S3#eQktV+*vZ1et;!K1IgKFN@WJ94xx;@TeljF#(mN^>IQGU z_5K!5Hn8&mD|;MrxO+3}uz78rq6A91oGS7PjA3mK=(GJ7M?L+c#h89bOMv5@RMciz zsz~S~5SAbnx=a)`o*OLN`KQV!Z*XGgDu>ehy<=ymW?7> z0yUOb*L36vu7gnE>c{3$K?{A;x5E%03}@7S4)mF1dSDn)bGpe*AF4(Y{&{-my16l# za7II3G4>#QJ;Rod@OOk5^&>4eWNbiT3^ne@ak0}B(`jnjfJ}y1cFNiakypt^?27k4 zBdBwH^JKH}fm&AG0J##xuB!~Rn1D03*my^G2P?dVV2#FMDCQqiYF99_bund>y<%qU z!(Ey;jg7wxtqX)iIfxeLJThArnwGKf9o7e?RFYH!+#Jc=JXH{9%25B;Tk9x}R?Qy{aE;rgfTt<}6aDBM9Nm;wZA&_Ct_kQ5 zKoI04a(|ybai6ggd)|OoWD~CIM2VlbD;hYOjB-CoNWX$9N|Auoz9+?6nJ9;-5u&mL z)oYq9B+2xF6<_H&>WUrhxy3~VhO11EE_Tk^PCu+vzapt`Ssp8-=dW_|7YT(XKCdO4 zp%6DC#=%HNOHgl7lWD%#YQDm&lbgMB4_S5(-t!Qp;YO!mYQNKH#^E{FjO6grgW;%c zePBG=M1SO$DUjx6I6xoV!!CR*@i8%~6*0gny$6 zd!{93wqh?ODS*|nXIhRXmIJO)&-j6#%WXItUxfxxRu^6hkg4`?l(O1%~=H(JYCv0-`ty%#I zC5AwL=tMGai?sxaoY3=&eNartrMgGrQnDN!?S`BXyd5^6G)xH@-E3EUiIwq+UqTzY zu+B|&FOELp)3#4v33@!4SCY9oX}`kM3|C+%SL?68^6?oG3Unzlhe+izhlOHoKT7K{ zLc3NqsZGyZ_B#&9=>L-}gq18F*k7&Ck}T9or&|6vefZEia}Qtm-i&O=pR`A5s4R%F z0~3jtSc<*!O3;h(G%OIJa~!ZY-SJJ41k=7-v$j1Sd+lwka#4Z}PsPUD!3BJbv3X?a zP2t9o@A{WlgI}*2n$lukozm3N)pJhIbS}h4!cb+jS7p@Vixm?_?8ovpY8i za$S)zz&t4l94su3=z`jIqRw65W}k?SFR3*wdgH-|f2LV@no0G|Z7V1mbWpKhTxeQ)ROq5subxMS7H`-9{KSFeUVkEn6s)n66pW85R%=6%Z7CQpvF**?an z{VpCkiDni~!&0dHWFb6Zb=se2=*FEa*%aA`sHe;!FWehe_lYfX-xNc^Zlc(#n5_oX z5Xlrigo)u9_^$M1#(t?0PaF{c-{B6P<2b8D>?pi^KlN+k0p`mi4PHn6e};Cy`*-N| z4eyLLHWUkWaClMf^Sb#+$mrX;GflJ6^-+I!8mu4bOYENMZT|_3AmDg0%bRRewkaLn z&ZP6e#OBn=a3+@UYZ*8Eem0>TTtQhxOk=nC*NmvYIJi4os;cex{hsa9=^mQC6Zijf z4kb&Ux%)@x8^3T_=A`I$OqjRr^0DcE-a1$OLsD(2{+wFE=hIqaWw5Vpo-YI; zh9b%*`0C?=Hn4(4gCU~RVXSt-h>`|1(2M#-}e~{|XGb&2jhY_>g{9E>8V!Ur# z%#MFH@v9K7u7Ljx=q2eSxP2=oY>Pw?5AHu`OlH>6vS<<3E2cp)kLE7R9{R7iPNe3~ zS_p$690b0<%v96X`B^Vgf?pZ@Jik?be_PA)>+ofBRx5PO&HGSL|9C78J|X6*5bDHo2*o>71r3w3k1f9I(*K`cEJgjftE_@+mT_FvIk|t)>#YdD%p6PWV@q=zE?+wwh~dYr#IVy4 z)m-O!9T9-fkAG&ry)Qo6E5Gr5EO!hSHIzVBAr~>6A3i3I+UmbS_6^1Mxn%YY>EEWg zcg!_0UU+qByM=EFU!Hy7tz@?Ll<~)Rm2J=Yx|3HuP*7Fr0*U+eG%Ot#HWWrZ2`RV0 z8kS4SV7zY~jvehG)vqEdX^QVQ_lb!Gq8NND5+8*(9;w}m&-7MzZBTc`t8*rgjlC&0 znF-20t;Kmz&JQf-Bi^qxEWx;}Gw7cu8v--2)YA~uKr^J2%#E_Ztiy*IWXf7(R=H1T zyRCIrGgvV^-V55}>nM%Y68WTbYR7o7W%zLyZ%s}Klh8*{j%FqDmkKvcPYbNlM?HpR zlcBRYMCfd5b<4IwccDjxiH`v|+2%W5eeaO+ug~_5SN=84Y-R4S5mH}&$OSTXbb85X zVRJt3vq4#Hc!R%g#3!rEfhu0!#>JaRU@+Np4SjA`&!B;;uyTsybFj3Rl&-2N-~XRe1C2gNZH^}$cw^p#TM|Xo^ z+Y`k=5-tr)w)#})8$*f%cBfnekM^$!C>-W;2qEa}| zL!j}mv^WXLAmPEx4_^Xf_wg5}sWBrf1~~Xur)Nau`q&N}`|D*K{cv(L`0hD1U)Zg1 zlWFJTFRx8q*K;|g!StAQNHTjae^Y-Ij*3f;tX^z7Wo|XIq=@6}$oIwba-2nL*#vbB zoc^r4;$4j;$43?FN=(Z9ykc@p+);M9Kh|>1TuvyJXAazyzC*u;hRYfdsD;AUnlQOU z^yK1iUm!y%Q7dkkVfZN6OK{WiDs{yIb&0v_j8DV)1IGo=j*BHK!_*lfFF4U(6FgUva9ER-R-hpeT^$VDyt3Wg$OGm;X@)Rp)O))F(jTf0pncAGAi7~a+l-ls&LzBAl)hr`69 z*?Z;Mqzv@qj#8EPB}sEU;%G6QE0ZRNVt2aQ0VB3|f=aFnw^@(MtFWjuRHrUhq#aT! zTtUN4WI6w3$E;fC`C<+FcSCgZ7HdV48L5=+idUTpd{sbFDTSm+o~(KoTI?%#wEAHL zoYPfe8z=J$-NPFTO}t)DWxCSchKzx0i_HZJnL7{YNED^V_1{ivo(a7xU8VRj~%O{!gK0+Xkkd(9M%Ko|Nc(s#l9?S(Gv`j!zD*w4^Fa zukT529eSI~sSA@ds{(Jgo|U158FDO=o454?(xlf-<-8wgd;(j|RA2tUl1Y(CZV%0) z*GhM{v~4m<2$8R+a%JWk5SF+-bekDgHDg++HuC{a!ctt0J5{>g}pRM6W5C? zO7X9v$AAC@%5A{4GE6U^@R-d8UcEM^HLGMNF*T`XRt*bIv|0HP?MA|;$ z66bo!rthwj+Dz$nHXvoxb(T}M8h!c?j~n=f-RjbVw49HARD!tF!_j@ZsHgXmqF?J|S6;P2UP@U5f%0RGFK)KuGz=sj-)Rq4<{+!j zZn0(O9=h|V8Eh5Z`4AS8vF7u@rmak)8ZdZ>Vf$`zOFtDzbGf+g^5QpZVUM83wi8TF z&MG#$MF{PTIiFnOmc0j78Qy8udN>~~={V8aJnDz?{4QSKBPhDi$=`0E7?Em1O*l$T zINaUl+-bJBry3V+%OG45>X_FY#tO!240Q$~r!G-phZ%P0MW#wMK3Z21I5!I3Blr;3 z$zKMnSS;xyv{KxYfc)qZ8pI_QP`0t#)$3WW=*}McQ)1n6Pcqj~iGC$1lxG4_ zSq5b5mgjNw1?ZQAJ(m*bLjof z>UKa^s-hgI&1kMw$~x?ZAE_h5Z(Y_sf7*a0E;SG|KDs(3WglU2PoumuRb8&F?BF1w ztVYtfmhh|mfq`V#ZcAvyKbconT9FO+b--jxBFM5f)Q=LJf2I8z>PgQ;$Sv7K%99c* z!+`DPElT*sK4?JSuVi-X0&4h|$jDzvaIR=NGlB%&n;Jc|peno}EK)1b*uiGQG;~k3?OIzDm*WjzT7mgO>t)ld_QP+drb0 zP7zuq$`gS?w!bx$<$xx6A>%ZZPpI390Yw`T!1WB&HeH@S5jF$9fn^c*baj0ulg=IWTeIFh6_(#)2haU*mWL7jMjvs@S z^xlG{^L&BJI5tPieN}wQfYtFw{QuR#oXSSzI1Fobmmh}B+-%bPo_Dx&&+4m5>qm;u zj~to1&>ga?W9FR6lua_VL4jBSH7}`fqPKcI5d%>wPy&=-eo*h==NK z;oc(ju@NKDRIP(i{}B;}s4#Cos-Tpm-k^8CVS9{;7EgJ@r^Sd6m%#*-t;DTtpj#A9 zojczOznpQg`}sv9^?1xZ(q$>uqIo0yZS^Z*!|(fjo7*1i!7of<(h}YSmfMHikzKz7 z{(UJb?QlE5BvpI@Y?j%-`KP=jc)DV}B+{Qd@WvOM@v5BMa1g(YyP!2?`>34fR8Q6Y`}XZK482S}gSUxiQ6E^i6l_3mvj#Xf z<4dR^J4O`i9^Q*Dk!_5f=)yLrv-Cuh!GBr;YtF|pi9f4cNR0-uR_6bhEec-JPNS<5 z^j>H+R2?5aYaUqh1$@mdY`YUZ_JFxowoBE6c(am>+sFqeux2R)Z1|P(Zkgp_K1aDC z@WOPAau2e5Bu%y=_`jH*osop<8`YGe_a{XkZ{f4oWpVXS-|Lj9|I!MUpUc5d0VK6V z^LtuJqToA|!$zg28Y?2m*PCD^k0&^hy1$i7I=f>LG- zqM*Ju%&s7VHS4g0(OSMT|E*!QxfFmo_@;L~XuQv)X|hHEqf^qSv&KRy4{1hWPH(33 zA(kAq4`vECroKus%`&du@VelF$?Fd47{$n3L#uwhb*wR9*7z#3=y?0kR=T!pc$&d^ zgTD!w%F2UJ0EM4Vy?XlrJLux8#C~%u_nN~)EyL6>&%YnbNQ3p%T?;dCe~|LP)mf0e zFy?#K87q>*L-aj+#TOjW+1ZwXjsCG*@6j?aGj%(MA0Nuav*}#_oW|)t*xc)d1O&yD)eEq6Xs}He5v+FCkuuR7Bmw9nr{>^m$}3u{B$q9 zaTQW!rcz3|SSJ3y6)8~lHx3>;(X~=uow#M5H!+ej}+)@g?8)e^?kN3Z2i=xgYzuncR;9Jgh)CBPlM-bAza#Y3HBSdLD0o zixy2>;WZfPMeE|nJ8t3IRwhYRmo+tot+iOz^1L!Awb<~M(Q*+t+8hgUG-0e?w$tP~ zg9JfsA~aM=WD48hi&CIZ`o}#tgJ#XI3wAvky8OBT{ANvbyP*E>Gi@~3z(%m!$s60> z-jPcF9or$P_DC#Hur(zOALkf$-Cy@GzbKTZe(EkP(E`Ru5*j4Ca@HRJ2&1P_$t9NI z{EOb7BSQDrozqQ?w19N$k|Jhhzlkk3CT%$3`6KUVO1Qg*PhSu?gs+VT4Y1BFJd%`X zI=E4-)R|L25|cheP%E?lcHdtjER!T8nnLP+(s#>nFl*k^&{c;O6_#9B{yQ9HSnv1| zj4Ntyo0)giH^)ZeP57(jWyW#@ct<~u@={^$iWq8S7j}{gALxr&YWcE}yqkgO?wB&9 zKl#VG=)g6#BghiTRW6H%iHH&6J6sVOCH0N^)|AhDWJkUAHws<(nj+FgRvL%~{6mKS zBMLk|^K&X2t$xEk^V=O*asL_|({5Hpf}N>WIiBh+gxv#wxBu+7B?^A2_8Jl!1FfBY zdf5SbGr(5%f-`c2zQNX*(x!<*v#^ooZ4BqQ2%i%8iFC?NS852leK(C#eN7OSiH7E>meQCjhhfW<+CK$9#C(?rfZDG+N7O=`SWP`q4BHN^%}7la)H%soHJdu9a* zjE6%}`S&{B$ELTVhWNmk*+xFnns1f|bG$MdSSRwRlt@`Qk!u+FUgbnzpI>G`QoTH* z<6rd#grYERv zhghpp^in@dYV!r0+m7FgO3a^mKv6Qnp}S2zy>|GOh2mk$K4O?mLR zH`}l`2-uss+Zkjt zCO52}NJzWhcEiO@iCS*C5tKqxtCW~S&@%oxhj6r8>_CydlE~Oe;J9-hKe#4}7{2># z#BpmY?n#!T>Mx?q!o!bi8Ydhi9XK@XPFnjbwSO@vgFj7cH@-AQyTTCH;F5|T<9f2W zlrXFv+jm1;TL+QzCEdvJV8|!4MHjkO@>V@Geo0EDzS+IQ9UTuVrTOmvhxoJl1pMjH z2ZG2B=B4(}=kt|l-=Yn-6O>^of^o%7;po;iR(%{vd*O(uuy4ex!VO?Kse69w8jqZI z-nQHmfdzzsV59v|h>~b(tk%JMO(U6y=wwfB$rFcSqgl(@k&0w9i3;V9Mb0m&QI)aH z^V4cNa=y}k4Ur(`h?`)Yy{IS$VX+p1Wh{`)ATok%={R)+E@^kgMr$zOREPBn&l;@k zU-|DTky&(5c-E@MvXLVer9cBq`RUn4PaWp)?mG%Up2WK>$wFMcl89eeapANy;yo8+rn2G!~zLf+m_xhloCBsVn5S) z;&=Ri&BYk9t5z6-Ki9(NK8;3Iulmq9f~;aiJy*zEI7R1cF!vN0p^$9qQ^j$MqA0tS zEtd~bU2g@}^P9WbK5tGVE7>_jM-Zz4xP~n-OE7VSg6L*$g4qS$>6FM9>*P@ckKq=# z=KR4dJ_{$ku)kAd{}nNCuKIfO$sy51k$7o9tU!jY2X|H53zpV%B!x=VcEYK{ZA%;r zxAl|awiKC8a=5@k7>nb#I>IdeEI7&*krM_wtd^iQWI%?96vh8y`g6*ZBW&fPe4-ma zG>TtR^x%|Cd=!7|nl_7Y)Oy+ZsGh3D^WK1Fl)mjh&hS<=^dL=ehQn2CJ@a zO66hJwK+ppEZD9wuAVl%%(JJ7p*G+qxSy+Yfp0~9$)7K#^H1PK+8hO1q~*VH?)*zL z_{jj@?THm!;IM%QJibIM2U4U7)RG0iyOOx7P=|K|1Lw4dsQQVm^t;b290N~~-RejhT@bsKpSw9o zCl1nh1`g7nVGXh`V14B!%~uS^n>`ZrTWq{xG9$cmxre1`e}Pi$b}6>p8haRb9HVc| z_eQU7HLx=sun+B_NPWTsRG0QHB$iUNgULbMLFQ5>Y2)_ZVf{s@& zxeb8A4qP3%^d%T!Hq(k#!IwC?)rUP#4yWu5C*0VB%)i=6?z623>q=(2qNBh!G4AAp zdj!sgG`N$FAC6($s`w;J%-_Qj?mqO>qmWvAc%=M7r@)_{+`fgDgR)_+rMgQRpGS4` z0SW(W$-x2n!YG@mgkK=JHgHvIwB1@cxL5G~5?f`(3sBL#D=k9t7xl0U#_1O18nZYk z_uTNE9GYx6%KtWUq z7j3+&Zcag*KsCd7SnsqmQq;uw?8Ktmto3QkO3^I7rtL#l#b|rle6VcMV8UE>B4OXfHP)dn-y@)XC(wr$q!U>=zuI+-6bU7GU<@sNWLr2I zE4lp)789-`A(edG%^V=g*sQWi(q2HmXn`jOqxFLItR^p5PRigf>5B)cqr@0icNVPa z#79NyUMTgo0oh53v-NKWaM=^c*hY&yt_06WDK%8${usDLxcVbHuEcIE3s$AX*77i& z%end7Bh%cU(eRE^t~Hp+=&W#?$^x&4RgMBbE+6a~>Jl2zYv4bcf|U)$=lPp?SRLB%3!Kk_J2I*scd+w>vq#{WYkU0l!oA12%h48?*mfM0)IyEiO}@pP znph8+_?-5=)txmP!DzC^t4HL26E>(UC7p^cVSot!}QaAMKxccxR z?$53brs7@2RKxT0k7-FOw;*5LS=m*=I%<%~>(OHY(;xQ_>)bu4n9-u^pR&@{&U|*& z=rO~CDakp3Lnb}ezZm^{Bj0lCX}1}C9i_ow{ed{TmK+SGW_OF19}N3{uKr#I2}1?^ zhvlMs0qW58UFJrk8$r(BuQ&w{kU;%o08f7u`n`86r1ms5m6 zJAO@`K>WD>7bjKqdo%RBdjJ)!`yqt7(YOiG6Mq3D<(57CW>U6n=pAc>K3-S15Y}z` z*7DP8;vs>QZ`j?AK~$tQ*!*ovx#PMVyBu9XRbRPdfOs!ht?Z-Znk((Jsl? zrTwed=dXAD!vwOSaAU;&-vbKG4^GuCE`di=Rl}Cm9$!Pnb%k^=yUl-mN*(Ho-v4%3 zd}T#L|6<#=6Wzuk=S=G!pO~F6nK-}k%j77-_u_^iql`=}(x5kJ5 zFBrk8DyM%joquqTRZ?H)i#{JDqbmeI6sE=dy?=As`oB>^BUAX>Y6Deb{d`kIfOBsN zx*eKV`t=`1mTU1ag(U!`=52dM3!;~!Qo=2Q>dq-xWcZ25j8>@R%mX~1{W`ovGwR~H zw|%uJ^q``b`jl}dk>51v{$p=Arau6zjjl&DQ^M`lVy+nY3;fx8&%_cB z>VCQR_BS!@vDa1~z*OYa8?EWB`RKCfp{2p@H^%$DOYWVkHFx7?v2NY+CHrqO5UCO$ zV<@wYbJtA<1Cz2g-d*Q-0RxlES2)Pgpd{ z+IUt8Vr)xnpNJmv^&A_$xq|q9|IXOvYZ{eQ&^{4NRp_;|!|<19s;gRhSbDc)^D%A9 z)gnHkLg(S~mvOkHq68o(x!^OmEcky|giqXG`ny$5sCd2#sm;=4MJ>v9+@&6vK9*(pLy1%dc#)>R-a`$4w<+DPTFm5)NxE{Wei)(3fBrkX znAN^9m5pLM6e_rGS~X;tJ&`W#v z=?~-Z^_%M+Vpk;Jb1JZHbj_o9cg&ouO^o`%pShrGF>|%0dxApe3<3J{Tp(@GYyI=T z(%PF~x?}LzpslE$W9m4;`+-2O&BenlGNcw1gI zgr@jMj*VVG#m~!2&^3uM? z`04$0j`<%J0%jGkXSvq1E6ToHP;QG2UGG(_y-L#EaV~UWiw*A9Lak!O4K25Fh0zB% zd|}6bIOI(5Fn2o+8u*40P)=+0e!RE_CkQV`Q&~)KUSoWt7QkuKa#9`Dk18&lFifF( z2xBh88!PBleFTjz9Xqo&&~;z=->S>Y zwpLXOz^|%qscFiQ58_Ihx$0|{xe+^E8u)_u(F&3##t%rVA>Cw2F@u)kuHQ*kYm$!~1W#;xIIvitIC~;Gt*Qh3Vckb!gbBVD^~Ah{a< zuu?RUOg_%>EiPM1uwPEo;T7b>66*v6Whs=EV(zgKU$$4&`y)KB5as)>N_cN;4C}o% zGH#x0_&N3ID#qDCPyPM+O zaMY7|&)HfN31Vvh^i;b}T(WW$lakvN6aNb!2hqLP@2JG>Cf1awDm7QV?%H(yNy{n4 zc5xHwHNWkQ3rz#tud%fnPW%Mdm|jDMT&`7&PbNnO@po7U0@vz{t|5gl=iugpLr0S> zSXXL&6hD?S4+nL#Fy~;fV?Q@?>qihkH?A)e~KO&{50`$ zF!VL91MB>Z5@y`Xotis<@j`Q6PTZdkA%f7TIoM(!PlN7=BJ$jSInnQ~O?IG#&G7}x z#t!HnO< z?@SpjP5!HJu5bl-4K-Y+x~Muf&_~D^<)lc&I@T2+ z|Bu6LNakAYL>BB`z!X4J@YQEFoZzpi_0l^@lckcB(J;L#C|nb?^bbfPm1~bFrJ+TA zFVL{4i+sYIiB8yY2V+gv#U^V$BCyAdtXZSLQV629X)}++Uh-CvGbJo5dIUaQi&WxC z{q_C(Qux1rK&P^#fNKU|)26zEr&-|ABe*d8k|PS}*@!RU2G+OVyW~BzGn+ua&|U6u z2{bCNR=mANvC|@0gMqlvWBU70fX_r?MWhm(sdRQ(6GnnqGn$JxnMI9pJ#MU*uztJs zwf^=C)(q7B9y5(SH9od|Bm-?2 zi&sxHx?Y_6(kxqZ6|~*Po8;7LWwC{3{`XM$^AUadF;?b64*9~mq(XwlTtaZz{bFr&DIw(}5W>aMS1 z?w~o1JKerVAfJpH)6cJ>K6i(79Abn7bi%Xp8qv<+vv)_+lcRSAxD}e5zBzewe)7LA zbI7^}1{aoyf;H(<->qpe!S=Tkitfy-)tDp^wo(+Yn71^UDvkmP0=CrNer zl&%5Yik<~+vj2hVcV)Jm6ydvvhRatAJS$kq2K1|uT}_!ZDQh>RACmZ@Gzpaw2I;CN z(9W6MqiUAL#Am4jDdcCt!uc$=rVX|2^qm;Xp^&OX)a08_kSFtR;Co4~N<2~l-Ew|~ zlK41&qkZ=`JtZV4EMLsJyn)*GKlLhf);=p~a|cY?8n&U49fKql zeBiz#lIUn6vc}I^^GONo$_@_y(zn)x9(B1X(8(69VLoy1I_JR-&dqBm7q`s^CnYoZ z4Nv;WTL5eZlHBfO2QPd7iNySl%K zlBMwVaQ}p#b4MawT3dQVRXdnfh;PlP(|=p%kG6dIe^oD8WY~V<1oi0bA`r&xkYvJThtX+Y7c`^2`4UuAa9rA5Qn z>Q0sik`W|baVyrBEkqLNtz$<^KC2rwYX z%c2op@6u>bn$E+N%slHoU|8 zy5FSneu6_FT~Wm1rQ#Qnj_MB^e?;B?p1`!o)UL; zS3mAJ+ASUmidufO>hYc9N5(()ZRl-mzBwAx{|z3Q7XGWN$aC}{m9YFpKe&GZKCReC z>A4j)IiZK=Z>Om)kwea_dAdx9bD~B%R4FxMQKD>4-+8u0|F;PpaF$zJU%9P)Y)tcBOmSu)+KGxy^{Yl}GlQhYFAtZXG7noyYdSyJNF(YcQ%xWj!U8>7hFf zAL@(B4JB=`)$e*y?{#A+pzNts`gvo~u&Dl=!zT$6+FqF|rXZ){M$|^99SWXKc-1|g zIMU0FyzAxbB-%Udmd^n8QX>Ps6szB;Tu;Zu22P|3Xg2dL)R$oc+Mf!XN& zyQO2g)9t5^;6-ZOkXXsFo};4q^G{3w^!5v9eaKE~TxM3P!0*%w<|3DtDtKTKo_-+E z^Ug6f-S*R=rcdc_^G4TF1x2r;j|~M@_xHw<_R>7xhKrLIxP27&XUl!1tVbfj$q4Gp zm8O3;o`DU~(M#F7KE=zP{gH@ndY8jA1~ERnWSzuKLoQOaXcqVDKCAPxS5Suhyi_jt zRVq2}@Jx6*v)xJzNHflHK1(;@iq(WDBT`%N_!H+D?hk`#$K?vN;QE{PnrA~{=5ImA{u<}`;nA6AC3Vc5ww+wT3Y z`@a9)b?v(5@_B#Wufy~4FbJ}rYZ?W+<8$Ov!S4n2Cuh<5FnHNu$6b3{=)r}+4HtiB zTli!eIX?SGa=dkIswl@;>0Q$Xm308wlDm}O;I(bBhoP01)KzSu2X3dho zaGTpNXpJ0Nf_{+ZW(&WP+I0RFZ0+>cUjqv6sPc#BGdDL~UfK8`L|Z8yL`%61{DT(6 za?~SnZ&KUzYO;+RbvGKn$pL6Lx0Q%7XtqfA5jE(q4V>_;4OKo%nLc<~o~=F$0=#2) zPSfOIo2QukciS=rQ*YbIEZc3iGMj&VqcLZvkuHgjc#} zbAiu&C{U~xGkA_mpdT11sI|v#GX6-*ZBvDD(zDO4F4EgFd@4j1Prgf16@R%xRLTPBJpjNzSK?9%pV_ zaz1-gn3NA(*wV+QK;A)!7Ac&y!FEL9k*`3fBZaeL9|`!(_cTyW6WEezeQDP3%^O1`${KDHf138udH{N=sp2L) z1(cdPn%=n!wrNKR_Oqu1e{#4-+`Xdk3;IN^IPBSs1v6^u??yrbqM9CPmb^Zi$HfCO<6g(w~Mz0PQm~4RB*cQyZEn?)1Z$h@F%z?OK&WY|o z<(E9yyU2u14=XJ3EiLRM!j|k8`V922prE)>qdUxNB;wGtRX$6@7D$PeHu%MkR+{Vj zj4+r66Pmk^W0mHj^c&C?%(rI%ZwxbyBxwcxghK0elN&JKu}Y8pMIZUO@K}A(=f(U+ z|8?xzP35M1bEoaW^IL+c{h*M7wV4?F@S3}JDc+JJw54c2?te4-!N_7&F(08fzY8QE zTw zvJUZFCz2xCK3WMP2?6Y{A5u}A`KcUOlzo^j-GvY_ zkRy`Mi?uA*0JrjG_>+?8gh?FtPM~d+4TRgQ4b|9xf^BnR*kOH*Qu&YyqjUaCR+e#^uZ535r2kMb>6Yx2d9UY&XUsdeBl z9dQPza0J%B-yC++e{DWJ0$5sWyk-eD$|Q#f^qivxG^PgC6G>u`5J;fnc%2LXwbnwG0SGPWEDjdnNke1~Q77k@sXoN;W){0$E7 zaw9Yv>TMb4cET6wd`{bC06_bbmee2Lk!U$r%!*;0A;881i4+69Ue=PNG} zkHR1xFSV>=aBP>?A{+DI=3jE}UIA8I7@y74+~Az$-X%0P?ghk8>RR++Mt+fhKjuET z%=9qN8=Xt7n`gq-Tb6fj*GlJ&{fo<7Dob9fJ^*S_f~6!nL>=Pu_Ohp5BHW5ej$B_& z__y=xo?2T5>oSx&Wi;*$n3#_ZltjxLy~M}lG5#1W@wDLUDv^j60lYzyISl?n05nA= z8X`rDW?myv26Nl7`j&ZW`TaleFVX2}5?XtSti91H;+8#I51u;{l*m8ZW7&3%RUwV)N%6!5IxYax>=A$3dS!JTi3kU{vf<4Bx7H(2}4 zEHZ!l)7tk8fl3ykk-7wz{F-!Tq1mOLwj{wdQ6N~EMl&U>ViXO6-Vi4<~9J`aNk zflMn!pcVLGKhF>HAa^0t$6C-9tD<|t?2GMVvTF4CF>;r|mVLaArSVwuj0zkgds#B)8WEgrhsRm6bDWt#jV2jd ze6wD{8g6kKXRuLkI(B5MY-eNw1z^h`+za}ifbP=>9fFY?&i-3_L(q2}k9=+XPm%kV^wnVoic#fEG-T8TqO9VCU^s;4M zWDwkw!O4xoh$Ivof&qG)x5>t~4W@4M28pkhPKn-r-Z{ygl0)p6d^9~Z7+}lWyvL2$ z9rPwr=3=Zs;ifR&Fzj{y)VHPJM@J21$cWa#upNfUrs%hC;i-tDhxxE$uV{%&q!SFS z6SGzG8jdaMzXIC_@l{@x+NWt=F!v-tr={pH>vypY4p-u9J{GE^5<5w_jioE1l{Q25 z(-!FT{MmY&`6#)FH4B*IRpN&<;+HNV;DTr1e&CzP+rQ-t8E=X?&fUQ`2OHmuG6cZD zwo<+v5%kN~HtLUDn{bEWhtE+8Z0%N>&(^cEaJ9#?z#9ONr2xFKUGyf*5T9qJ{BVGl zzqoXZayfmgy_9`tkX`FSczUF%Zw|XKNJbTN?xY~kiVlLNyVsET6O=IiN*DHq3HhDS zy%KGOr4RTa7{SlY7$*0{pf2&+@}I3vb9q(!nohcBz6(r1;VnR&sN)b@@?y=F_CTsw zi`s@I!}%8cg9S+a!yR(rTlVN6{?&r$N6@bkR2syIm0tv!%XEjf`n`b4)94Y#a`qD4 z`#j#o8kgw6^JN%piAOXag$tVF5!ypm+H*C`rDjx9fGH+e+hFQQmk@kJlgBMFRXX}FgaHQ{VR0bGybe!)&in02LE;Ki97WuN<3wtmW^5ai9zjJWs zJ)69RR#AAbTITyPVpIbZu#N$NOz2Uh?|>EbM$aqX?bQye71L+eIIphfcGYLRsNSrfz+|p%SS>X zQDh)VPd=Nm3;od`unRH6PT#l}^SnedIq~s#{qXAoWgV8w*r{cC(n@}i3|Vn_7eJ_d zjt*;I>`b~*m~&e)3eR2qtuq0i*1yp5NNMXqj)F4ys3v&!Tb(HpR6^!xvMXh6NBxO+e!;9dfTmV1c zSh-!U$unE3tz47%T+_5!hT1O0(4vb|cXiaC-}q~Py6bg^?`quNnbWcZzo!e|Ry7(- zk3YIt4y#}BE7iZOyS6rp88XqKG*~8av0#qaTQ+YVtV!B!O@bt8fA5>zx7ILDdgRt# zlefu8Ta&~j0cx=^+qB{+qdzH!+FQyt(7xsWC6@#n6`E)W(L;^+W2;SXO}q)KQiim` zqtx24B(4P6`6c)0Dj9-3&67O33X;cGZtcG$82!R7H`5vIyH}85=DWVfdg;sr$gqQ} zToBdS;VeTc?AfC;x_WX#cjVDxfaGVMUxys-#~eGEjN$7?z80xSCnbkGvbVwM0YhIf z9~1N*1uVe67#HcNGmHz9Qvp)pI| zRY!S)b`!W;Z1pc?86EYLPUAo9HhPEnWnX*;=23!-evV-Ww%JVZ~rW=Tnyj;&4w@6ZukUo6d2`1n(6ZIXQH?S+lg&KfzlgHG*3(IKSonZlf!! zbg)8&B!PGsQ=V^SGQC)3W6E%o4c-&0ayEj&4o&4$>MCOjwKa)${z`5Zhb)0e{2%^l^$h7xt zb`J^^RURx04aanHr1Se-6)LtbuCd3_Q{hR$M(v+lI=4XcIsj#pMb3d#{;F+illY*M zo$)ABjtkc-sLNa_I*dW7FemIcmZ?Di(MBIX#0HtlykHs;HB*4_%$!lBtkODcAC4<_ zq#70ON0aL=1T&4HtqChf8ddw^Z0F9XRG9*{(j#v^u}(DDQFi09Be z-V-z@hZ>CGwiTshZmsB|@D0)9IB_(5Na1{5-BmR6AX~KDBDe-**8XyZ+pEl*!6GCdTux zco90bKMVKT5cjs<@8CDcmHk;oU#sgQes0(9J{lJV)r#lrInjS!f=gqkaZf@adIs z#Lglzyc0G(_eeWlU)_MhaqNVNN}UX))shu`NU47R#N(8po1^f{%G5RKJo_ozBB&D2 z-oy$=H5&Ccx0=x-aFUhSqa7*GfnM8Aw*F#Wqc^%`%ocE7nKaa0g{cqC)qJYNyXDr| zvO882XeCJ)*HNM?Q&U;o#achO{>fLVV-x5&DsEMg7tTEqt>C@w~17e zeka$EHG!?B9qt5fmULeP2pj)R=ye4F_l4%Bn=7+1_fsNODz{RCrln3(n(tb9 z*t|0tR%RNSvx_uoHOfTY7g=L9hlTsBW?qixES?1bdeC?!W=mI9$`MTv${X!W`QN`} z-^F&RHe;95Gw0I#KWKPHdlPpnvkMy5T(o{TUANK(Arkyc^HEnkp1F zIs4n__bSph9?Mb;ExLNc3v9)KMSB$Y$Re|i3qYRV}Ta8UVMH%FNwfcr9AyI z$EsX8s);jerYV#)C#B;^^FsZ0dP`blIGD4`HjrdafxX6ak9HN(5##YG*i1_Iv^mxumMr@@~^&wXYh#^0;I|R^x_RQ~Rd!Oj!dWL*yL>&Hl9zL0n}oxc@*3pgfJ?}tAR&gHMg z>4S(WWKk}T9T3EAQM2JkhX?MSge2ss-gWn)8bTY%z^?8doCcISzuY_e_o!^OHpzm{cZ91`>G)l`6$y~OIbc5e@GMC~z}lSL#lpXg&*&c2)w6)M_?AReGT z5B`F~ovq9%j5%*8)3!Z+f-l+&sdy`}Q4F$qnz-e8KPRNd1KMEC=}l}9Wm-*&-p5^C zF1oX!@gA|)A?#J@Sib0|Kd^ec3Dugz203t=&bGW5k1{oubWhwe-s9!znW=)&#Hez) z`IWO@0~7>YBB%ZZ0*d{%UT1cdw--`x6ji zeJ4{wj)A=MlDYXBp?B_=0mJbn|LOac+;SrR`ZGZvfd;xF0Q}$8P*L3|QpCTVGFx!G z5p#TZkNU-L-o$c98vt56DZTzmML>0nvyWS2wvpDf5cGiiP4=>@{q|YCjyO0qZ z`yeT4y4!&Ik^E7#9vVTO!L=a#O{koT7T>Y)g1!&PyOZ|=)4R1}_`Zj85kzOsLIfNB z=++hN)Pznb#`fP=d=dn`48P!AzP06ZUMd+`Zrn(+CTY3({s`*h^Ezo4Mr*WJE(*Sr ze*KC{Vg}Ak%}aWZ@kvyb3oOM*Ha4b1Gx0l0Z1wwj#1QjdA2!VJo(Jzg7=5da6_*t1 z0$#WAZOuX_TWOUWN3?DI;;KANImTw@eq<+Zke`mh!=}S&pUkHck_VRzm^YJ@t9R{E zPp*U9xPl_E@rr@jp+19vCZQ#XMa3F9X*o>(lfSiZjwvs0{&2 z5VfAX7bo^Sbz5CKMBnGSMf-mFLk-$SW347}@OxEVeNgPv^`Hu)3+=E6ig9=#aKn#8 zJI}>;>#TWxm12OvMigi|ZO8`I#=_@4M7L?Us17=~922H;Kv@)cf<5J8rDj z?0Q*Y$f-aWB$>3c*4>61styTjC|LmK@jM#yfY_B`)YMBvIL(#O`Qj4?ox zuBf##tDeU%HjX*+aDiV+6sthqVHy-0tGu)MRgDrU zRw#1;;6X@=zsbP-g#!I{ptd6@?}F==yv>>ZgC5ACEiao($70d%k10BfgUbSn>a-e` zXZmLqMmXhjhM8VCv^}=JXh}l;3m(Mep@*CrFEKrUeF99{Llx~Cy26a4mX(<9Yw7o2 zQAD1;{qCrTq5@LELh14_)Z3WOGhfCw5oP(xn&E64EwNnJJjSOV%Sk)Q(%W~*kk4O97)Ns=AH&0`eL6d zx6C|SAf3OKH$%w;gUrY5c6aiXSMyhz{l6b=G+y&!c%RAtvb$v zyzBbET;eZURzUjiBR_-{C*G8%ip?pN&)oq#D39WrTDJ)UMD4JpF(`xWuf)AA5eI!T zzpmu>WE=l-r&P8PLtB>V|L>cO+p)L_{CQVeXdE9S&LXBr z^EQA5bu)E&j0oR2J_2VB4~2%?L=RjR5lM=XPOAku<})vrL}F;l*XatwLC$*slSK1yuMN)?oBx6C+Va`IO zI5IM2lOq!s++EXcUuh0cAwWsW+!MQJZa-VvV07C#emVinm|>wBImS<>U$jjWQ%e->L!Dy zF+zPG;#}G+f|FZ26xofCYgrpV81QSG?{xYy-a=%q|z>8 zVv=yc=F0ouD*@$1^u_F_!O2|3jD?rG>88>blU3-!HJuR$+myueQ_hQ;6jxFOqut)Z zdRBNPgE1~_F{U(NI_clgon-Vsu1RMB_+>FQn2V?s@vPQCvcL;N-Uw61{@pDpca>Br z68T88++mSw{k>J*%PgK*uU6%2;MZ|E!vI# z6aY_0F*4;%`lm$M70U(MsRiDt1(`Mu;~iF5-5Ieb7V%X?i@KG{-|?I18$sxUrIOdg zMO_)w2(i!PFk|lic>1F^tU7`>@tgz7bSbptf7CdaMO)F8aAzB=Zu${!q4JIhz`iRU zvGub6y{M_pnFM25Rjv`cbi%&WA|^=&%qlC$a}!o{8SfR>*s(>*7}$xZgzhbLlg0Z( zsE8>O?r)n^EY@n{NC}qcPn0z7ZwHm7#5okHsi6H6Oi*E`hQdlZgULyqjT^aZkbd75 zO)eqgG9A2-@J;o@k*gsdR_(+Q-`U7zu2n7K``ppF8uV+;StYbUzoRJN z^cG>J3`kC22BOs-ZV~<|0_nSd7m>GMM4hoBjED-~m>}QAk<728!$vj0R6M(+^A(WF z{SHRDtklpxY?YJjAT${m<>{+YvCl*YAbFQ8yw;U15fo7A$amC4`op+Au4qGch$xc& zhBoX3+9;X&N#^Xz7m6=v-vLU@s52(it2U8=rb4RHI!yAjx2WVi_-sw03eA(~SND(r zLPBNqg)hgQWZ*JwSitV1Y;!SqS^5%DsnayDI8W{oSrRe@_@VCJ-pzK@ykgd@*u? zgcxt`x@n8D)HtX!gEseqPJHu%9Dc)8dHX9|0H#JSr9MAS65H^UX)~||iacSxY9cD+ zxhSD*H9#|#pb?K1x9zmP+96{2ifCDxrAu5~>@{lCY7PNsDq&{Pv6W&gcVpQ9JE_ro>?V-5|up zInISM`JUBkEctl8%o}I)=cWMXHdu^)>T|WluqSN>k8fJ=`y93d{fUVu`g>>=gg=|{ zcDHnv1xrG^l5DjbL6frwIrqX0|6`5WUc2?Z%?@t!%JYzszkf?qhqta+`=A7O}%( z`!-ZLzUguzbN0e$@S|QVPG>O!>efpyf!-oE8!f^nfe%G6iRK@354u##O;i@er^udhm`Z-+058M*3R9;9Mm(dk8htLRktNA05MC6V{+V6yJudk z*L~ar-yf@DnhREiv59*~xf$zx)!oDhwSU3Axv_@moNp?kqo_GHA{TuJl6a7EKjcU(pL5f9P?`)rI{QkQg7lZUQMW7QuYA$$y2#0Y8JI*CS+s4aYyzU>SD+s@wMq zSU7`0VafaYnLT*SOoD$Zw%&?&b_gzg1_L_9MW#?fPJSi|@|%R&cW|9@D9KI-+`Cw; zV}5hqtu4>Zt5+e|tUI`ci;T`q1rxAOc%@VKGeogy1;L?jptICxNxuF;L%*_u3HyPw zq%5t+@IeEnlIw}t$J-iAnjL$npSthQGl;n^!Pn-sfb--v^Jq!9XV*HvtzjSC2-wMJF3bLpoyu3xvkJ9XlL zL!}m;3PK8Aqe78%G9IT&m%wh{}%obBzF4 z33M2HIf-_14Fc)WNASA$LX)kkd*FMoXl?vyVJ7*Wt`FGjxMK1x0`AS`BwAg$u=oXu ze*6eVs{d1wbF@?I9Gdkh=pMb*r7sy?Z{k?`YOvB|WOB>)A2wh$DXL7VNxbs*!z=!Q zu&14`T=S9wwLO|H^^6m+<1_jt(?xkvM@3zE)&nppZ48;S?L_)<_?TcEtn`V8()}w{<~% zt4-VgL$qQh8L97%h~AGZ52fxd@R;(CUD*-kYHD@H^OLfu+*|?pDcxCIPI@bvkgcUi z)aPn;D{B}D@0ULbcu|-z(x*_!`^7d4Fwk=qwA?G7A=fE;Lk0R1CN^BL^GU&-%dmBr z?ON0Jl2m*WFL|Zpo(aGrzO%cocHerPKyZfn4+nJA1DeY6!CFS(WI;I1!Q_Q5HpOYxfxk9vLOiyLPn5ad zDd`}LJB0JD)&&RkXW}?b^*Mxy$5&Y0`Rf)<-JEc zJ31(iTerozW0&rET#-6TyCMc9T)AgFxs#w4&;9Q$QL7`dj@vvs^9X{ceGW!nbTkR^ z=^hs2InrJBVWK%b?|7$|Mv#fIcy{cA}AE%Dlqhf6z1 z6Y!Z`x1^7fmpg=&l!jC4_lP+abkEBOqkm(^=!bE7609OiG3NS*Aax)3*$&w<88?2s~8y&o7@1SrCveISO96drxA zw}QIBwLmAnakm#XdR^D#OUf`bz_Q>^Z3r`sk9pXIaMFB$6ceRbxUQ>d{OW+Nh#}Q^ z#IXJY0PH$3O8<*UcbswHB36}^uunA7>S_+z;{yJ8oRnUOH#uw<#y4lxi&aOZZ67`S zJn*RUMUZxE5-%%_sdH`PnBsH%F?l;A>9C$GkF;Y#Dj%r+nh^YbPAp$^RhP0L?$D91 zh9bYO>=;x(Eppn5^k{3MDc_Cm;d#+*th_lU%Unct@GTu2tzEYF!Cz{R$llcR2#s+> zVPf=HM@azcUUu}jk*A~JVQlWO?gPpA$Q`!wm{D)tmZ-HGQ_S1hL_=@VlGC8L3lBgp zN{?q_r_*PpU2r`Qh(_I032D$Dc3d}&nM%8vmZB!tib&V)Zp})S>6JS*7R1>4Vj&0a6C3I7igWG``+l&%BKaR&X3`|Aa5Q z6vYxj5{YMkjn!&SY^1tSCU#ngbJ~`Eof{)rm~LL0Zay?6Gt{11TBdd!jZC>&Zv_oN zg&^HQ=nJkN4;vLW3C_<0MY%lmTb%Eq%ibEOHqdi4t0qdL`8R)2uF^QI?t3r zlj`Q}Twe6*;=pX1u*Gz3jegZdx(_GFff?ptD6*uPGE)7I^L|}!7iNb9*|%-K900{P z?wQNZQR|=bI>6J7=h`GT;9e{xwySm2TUhWjk{ZU|CyavyN`t9JYLk#FBHp`k(fhDGQbHQM-0~M6auv+ zKtbA^m{;J=&p#d>VD7&Pk+E6{RyY9Nan(wdMckK1zuv|bZ|!{;oK2AnI z3LENdv6GrI%4(xwz7xXYL2Rh+!!~k!zyY4?hknV=t)2(S_tEkAXt-K`qpunZ|7&PQ zb|J#KjdSs$7g0gc4`{gpvOg48l7K(A>=V7_aWrW5+>k+_WjX!S0p8z(?S3CuJVmDE ziVs?&*E9VcBo)8J^(C|-=gIO3Jf{QH3u*jl%E`~oaixhK2gujYdcliAWa1;5jppdx zD$7q&=c=umri*Au`5+p{CTLunuM$6Ak4+u7lD-BD;AqStHfpww^6|>H)0^|;jdAs0hwKG9xteWPJQr{6CnLTfGD=0>M}=JQ;#k219^*Bc~JMHZbM z9x1`%7A?_BzRM{h_B^1+XwvD|U`mt{74wd?EgG|`m+5mIMr_9%pn?0X@(4kM+a8^f zet(amuT}HzcQ*LwkM^itvj$HORSCaCdm)mYjRO<5^&eB9*$Y`1m19~jbz`)+;FzIZye(1`WloI=$WeT*)IkYkjLNj6&T~5I( zsB(uTn`GK}AL=%#a-EI*z)tpgsxmuge+s@VCxrNLVxy6Ss&!yJ37$5`J%&a@vsV`dBNH19nANe=*YC8|i7dP>B*O542iiN05v*B;S{c;?Az z{JZ73_|6;BNZB%W|H4aP@J=lJ6FoDx4V%{V11qVy)CAplEX;#-Byj>i?A7saG)s_~ z^s(rN_ar?t3wr1LqNlydVsn|?upm;0+H(Jv@}-25sSX{qno9g-niu!&0jhz)!)DjE zUYXrO*Uoaa^^T|#XBytSzm>&RiZ_&~@_kvXE6dN1S&{fmlHQbvO);I{V*#R`5t@qd zRb+kHptVExnW~K4S7q{itb93a=Ud7#OLz~j#pCutf9^J4JS?oNt}hdv$I@oaW1`cz z=`7YGBQrpUH$~Fn9gR20I9!8&_=mWr1C^YMXp93Ab-xCn;wNMTUyYd}(<>s|&OlA=(GHT5OZoj#OQ=K~6|r9g{HT?TJTR9MDC^7?T{O?G!zMS8MV!lX<@e<=a)>lljM zsC~{+NnUf!+L#(vLWa3~MQ3UXHH~>9393ZCcI6#+r^vMu8U-i|_sSq|M}iTUx5|Js z2&yq}tP=&F_g?mCnG;1NpRBKpp+)J|_nEi35jC5VUVw>wI?&0z{w#9Jn5`-sydl-j zvtIb8iO0%?vq-Vq<0Vm{rHB)GicwhndVk?w3!j=B60eR5_C`Twz{&9|Y) zI{f;t-~1xweN63Y=I4`nS|>A>Z;Bj)>C@MiubjPm8vWJG=fu^sCk@F1m+mIn-a2VJ zu1WRkccqT|ujWBRKJT-$paaPf{U9QKBC3M807sMINdHwab4(X|HuP_4Bc^$?TiFXl zG7`yhd5W4>X75I3Zp^c2SYTK9wUO`U_d2#V|rYCg&7+ft`4uW0e*f!CC9!OjV;3$D+jlNu;fpUmM;x_qj08|16R zc9=@ho-a;q?3kN#((Ba~42sv8(zUL5`YC#PDQ(ShV|tSERsvsbT((|`%MOg0s~Xg& zwCd=Z@)}lxNxctG!A;t=FCZfAm*01VXDfIY4SoQr{;?JMr5NIqasX~dLbrlHU-s6n zj!b#GBiD1I{}$+GXTUJ}EB3}R^TlN`9WGCJkhVd)r*#zsaDO{7Xu33~G z6B@+{cD#*q?C?oV%AM`ldN#JpX!4QLz;A?&Te8Ge?bW2yMJi;4z{_ee^%ajdo%&A7$uK2~we;&f-q9YCf50q(>n&fG^-j_Qv+LaAJ9)f+QlkeQR6 zeXdAwoXGs}O?rCnn=~V6iTYWZeyMj0w`vlXbV+NXzJ=`FvGer&p9Ji3l-W?1K+|#zuBR!uXz+LV#Jx=3u}aZAALSz+ zKJAkiew7-2lLQWFOpWLO^eb%5iDw$_p04Ntr}Pn>OvlE zAP|ow)87vMUY{|{+~AMjnzmPJ5WKgNTohqs?xf|a!xhfsw&ygb_|~kXLNE@ zsJA6k;UzIZ+)t9gbn9>%*KBEzg{KH}c9qn4#nv~Kqs<%-)M73bX{kWr6;?=ha!`vZ zWk|V$=wgQJ3@=ddi5>hN#A{WdvuZm&E?1>!Z5DSvFUV+lsv6?)uWI&1yyByayxp;> zXH6)J04}o8Dz9>595)tKZm(!U`8mkMvg%q3fMv#`#|Ksoz634l1dgci>`LKBOekd? z-YBzNnNUqnUM*Te1rF~m2%vBY91Lt>*jJQVboaGJ8yfaF&BD0M6X?jL`C)J-w|Cg* zn!mPs7`u@+d(FSTg3DnT#bd`IMB?(WdJLRPRVe_m%D%T=qCG-K?l=IF4HB;s4!Y7} zfXt0}JUmq=JGV08E}ic{x;5*n*9COBJHxd7zX z4Eb(@)|bgLm+;5X8=lmflt5+%1l^QSoB9~de^3NQuQ)XSniM=TUQFiijeVN3RUQN4 ztqfa1`8o@d77$LmFAgI&P^8)qQe{E({__7)6m1OGwqB5vJEHqN#Nd;c{u)Td60>(s zlLN&^mmS6EV}|$8{zX)?tz)sM{yj%A)=5{kjS8c=Za=xRnx9ewMj``;g+5~Zi){_i zo)72E8Nz23ffhd_=|wN#o8V)CcYh)bPJhCyNG%E9i1AMERt75Gi9<>`Bh@8Wth9Hm zK#*ft&wa(|ej@g9Ji_QUHTNs^E0vcS!tZ?%fiSoS&z4)C)^myoH@OG$kR2dPNl?gr zFCsN$vV^C^;Psd8!JSp^plO-{O>s(?&(BCEU^URg6iK_|ezjf0!8mkhx$X~!K|J?^ zpHLO%E_Vlc*%dz~2HmP))#%+Ljsx!0gN_Er1!$|-%|3M4;5n5!XOb1q_o|;S&A0jB zxWQ$Yj)#4B)X|PA%fj#-7#m;*C7SbLUZ=JLLoQyhmDo`sSB;9%4~uaYp&2t{R|-_Q zn;3KME(@$_u9|6X5%pECKR+!h)nMWx4VNV~YhnKE_OdiYx z92*k$nNvPlb_MU+4dMeI@FfN@uCJ4Vr|tlyCIE)7lblLM;Stx7A^Tk*QL!shdPm)I zOau2t*!=g8?0K9Y;dI?(zjR6K4|B?nw&3oxw8#d%2Qv!CE&|kQ0kTj)tTat(BFvP* z;a!@IIgXE$c?C;RP!xIZgLeH(tvcqLJNI9{bdroqCwc%5eqA0X_nuv3K58N>fL#m9 zK2$w>dl(4W%h@(I56V*9gl)Ta88Ssg%$Eba<}~Qj=sE7SuBOK8K|42^cjSXJG_^Al z#;VhR5S7hlI%*SZN3Y!Lf)-Zbo#IxEs9(y!S6R&4$MF!itE0T9$Ej}%!kzrlZ#sBq zADE06G^>aVs&NeRfmQZaJg*EesI5A;dlV(1#--0+$CD0_#r*LH4zLH$d0`O+JcObx z&i5K4C@~&h?O@@N3(x@-9w0rpY%`p-BtZbS=z5D4TK%>18h9-VdjJme{ok0wNaDmO zNS064ngLyy6POWN%?|KG>PHPOdAVCz8fT`aWC=y@A@viKxsrHbw(Ot~?yA0y-**{YV|;gdn@RWV_{GWNM&+3${7Pi9;pI7 zNp=Q=SrB}S!&eFLSMkgpu_8QA-L)}zg^+DoNmtY%fvfR&WrLH*^4!~u-Ifq7%|hq z^HoRnu8(E36M6=+_z#?KnIy%R=*dPLEuos_>aHbzl$0g^jPvGt-MR$_9iuC4h4&&Z zXgzfA>?{|VNw#a}*2l7#kL-G3w;Ywewh?HAtfsufHAJm}rn6p@x~tT(JI$K4wC*gZ zxW$a*Kl06FnX8i4-Y9=iyo;V*JA+JaLYA@86J3zsH9h@$>6W*9VKm!m_F3uuWy>{3 zMv{asBju8-r3$Ich*2t-E-Kj?kSH>uet{zpkL`aRQ7Lah6u0%wGln;KkQyUU5~giq zJvA6!1m%epN+9+*N4VHnc?JxKSw})qWPD!4TEQot|0ZE|&6vIcNAbOos13s`GG|V* zf}Fo87gCdaX4!=xOdV>|#@;&s8G-_Q9y1 ztM(sPrDPUFgq}1E)Fj&eCNJm@at!~`4*ZZ~C1T`&09ej9?8-11BwFK;V-3H19}$pd zhbj8f>!1EU=xO%mG{M-X+3ibdy#`+5X$U_;gY*n>6I}~lE=shc?6;UUEM$l@P?PN% z^!;9WdG?fsnhuF7nzh}cM65u>UAa^kXe!z%3Tkj?L*8!YPFvDFGKMftMUmhvJ72v* zf~EG%7?{WgyO7sxIL2b5g39#j*_oUnU((^!B0CD)tGnrnMxnIl_2mNjT8J$3@#Aj# z6w#hl=cmEcHz`E;eks@0)|9ESqdc9xdH2~+RhLm#+wv;PlM?;g(d z|HuD_M0w|sgd9tyQY6ZGh)60)lH-byQ_?JlnI#oDR&oprIpwf~WY{W)$!X4KTMT2v zFx%|>+vmEzzw7(`!~WsA?ArF+>-Bs-?)Te`s&yFd+`|rBV#a^OiUnmNZk}N;Eq|mv zt{-o4B~MpJLbJZ3f^Sx`L(b3&oMJp`v_=8PJ9URqgpa)ROnzXeOtqQA=_htQ#Eq8= z%+dv3so*iZ-k#a7k2i3en7@mbvdhNERg^@FjyK9mnA*m5Q|v^S)vV10N6JT!`~*k~ zY!_r3Q8Sp_O38>|;`{T``OO$fZ?pab(K=;eGly3YlAYGX-hI*`KN6(;Cb{W2Ulv&n?S#%+03bDa<8U|?F3waZgQQN_aK`_;_n zM^>6*;wWwCbDP}G4Po-y@0YRJL#DP8qeJ_za%=BA@(j82g?H=x9jX50>In4tueigs zR<|!WceyDkcljvP;~KW*XiL4Ie_Yy4gS$V1A}cEJ=ac#Jj2*leL9byl+k&+;>s z-|3x%vHVjaT)V&rdv{__`#|%GwvPDjxchdQa`l{GBc^11+?y1@OimpRn&*h0xi~)L zVN(EouN&K$LL_)1QKx)RymAU7s7-xabiv3QJuY^|MeHJg7}tpG4oCg1aFRxf1i`Sq zk-RIZ8dN$+E{=g0Lcoseoy&T1%`f_3^Ex5))T6F|vwUB>*Jl=(u zs200KH@<+f;}=LN**2bwLVgdcg%2T<>SoJs5vvq|!FeNPZ|XYU*s@khsH{5#8 zv`H$j+cIKXI1yS8bVgs&ldMn8TW#%6)j4>!U@zS+U<(AQnd$lYc>d4pn$))IW8A$Q zK-lfoNJ3$$92tD^);DYLIK%QB_2t&TpJw*I^Dm2N$NdPY+)Jq3dU9}c?)gZ9=4tc& z#ttq7xNO3@aLo-gc*J-v)oRVbfsiw56sxmT+B7tbD{0!6+AwQqwfaDsnV7@_CV|A8 zj=X(Z*vc;0vh(SzGHQyW=dX<;dnRLM;=+97@P>pJ_L!<$<3<)=J2bw!yK7y-kg=`x7M~ysvL#V z(|c)kN2;V01k_Ck!}(N4)Vgg!QiB+p`l2^$J$n?Y?jN^YDXHEHOx<^~N6`VHFmM!Jv$d*UIyOAGiGTQxDGIt)~vGgD0l7C@Kx+ zKO^z7pG=HLBQ%#}UJ0ad+oDS%=hk2eTt=}~o90opC+;Dnc;Mh4tk*DdPML0Luq5@W zFj|qnH2(PA;%z}}MA#aCsxr;4C-eh}`Mn(w=?dOEFAG(s+p7uq)7qB1Ecv(SW6@py2<^ml7iUWOl>&T+{79I2P$2MSXpk^iGv zz1fzSey*wag<#+eltwYj7R2U3pP}nRZzU3|w-G`m{7C@27?H zSUTy#FRY5Be$0*<#tZwD9b6V=F(IVhtHWd7o%{dzAF0CGr-Zr^1g!pZV?-B{a+NYm zIFUUZ*m>}e*!Wq8pwbMmBs8dP=Z7PB_FUT&!SnbL$aPR*jrk`T;O9L=&{fg&dnnek z1S=q}2uZo^`TR82$^%Smw* z*u=2+$Dghhkt8lzCV*r*IKuPs31jlMr3{}W^3V1tYFm3VH-0Kc_z-1ol8)`Jy%GMmxgqmAAA*~_H9>Seh^ zRA%I9lcl`1JI~Y_cJ42(ZEOIBWFukIOKo3Jy-5ALv#A~fN}F~;eO=mI#9I_2#lFpy zJdAPsxh5~o3R)cox(CfgW*euta6bPHaBtlfE;hH^JK0r=XmIwj*bRbYLnnThQl5ub zqW401C$qV@&QhIluo1;_w5@7;yuY*%sRcCi96;l=pKufGPw+h`W zz`RX|z8DZK23qc#B{I!#KoKE)3C$^QJ1t}*X>K$tiAINh?dbU z@oeb9Kk2r}{B(`dD#x#w$JwX@e{4rQS;Kp?q0Fps-M?cVgMeIZuKJ8GuSixC+f$7xHe;(k+1&sBxLmd;esXR) z?*^;dZW>tv;fcmD_jF;zf64}Zwnx=r$qm}2knjbU(#IA^~s!{|g$y4nm4!+T&GlHh^o-mkD5l9+q z=hP6Jg)#P9Rd!91?cn?!<~f<+^vXycl+$WPs#HUlFrCdwqD14sp^~Yo^(7YPY&z{e zdB|a6)#H;XOOWiRmTvDfVo=;JLfhuM0U_@+HR_6qzbPH-oX(ZJqFIOm9QfGuNtL+n z34r$|vvx`#F#vzFfA#3=Y!5^=_NNvzh3yEBu3B?~ImeJT?BI-+Kmb(58tBZR#oCZ3 zwxZH2h)$t2DBVf~P77Wkn9)1_W_vBFC|SU9lZ`mnbAbMsVU^Gxl{#EX0O;fQ?qE zQL7CkRu$F=JVwmt^p~T|;4B)Hbb51&(iFqOge;Xm`W4%3{y^orShZE|3v9g9zCMbT z5Y-XzIZahkaAg9Y-Iq5bgavw%&Ez&?QiXA9d18H-dLb&^!-Ctmf3iHJ!C}UNCwE(H zU1Yh`=`+J!2%D|&P1{Vku-?Ujzb?OtGrY|{I1DHe9-!(95&zsT(9`?JjlBMuaVyEh z&`0>C9%A$o!>1rL=oe~6bx>zp1Sj_VI;=%x zAXDcs2KR#3;J`9FZKnJ_*0OKQr)OsC1tZDHn0TfWVnZ}7Y0a0I^p_W5{qd~P$Dt!_%ZCk zKZ12GDd?qF7>L7!9T6>83YA_-@{ZgwQ0FLjc$_&xLWMRo_{aZ@n5)6YC#qQsTsS42 zRxIhnR)H4j!!hm%)n`@u4lA2Z202@i1oP6u z|Dr+-< zZ<`FMW5hY9W8gamU((HMT3>9&M<1iP;2&>`E3HCOY0X_dRvGUAVt=GQohkHV@#=d* zCAcPlFAhJPIO|qzp&y?VPVn~k1ic)f74M8WGs&vME|$B>;)2k>f!P&YDCD#n%!O;w zD!-~SEO;fnKkV#ZV3OquG){hj$F1Oh50AZjhiz8p1Xqwu@6v7@jH28cLsqhw-`>R< z--wDb8-;v-hdr;pJel~8D%@dabp8vhw34SGCqQIhyuXXO0ah&mC@GO*i&&{rQRa3o zv8PVgzU^VVAA@ITo}pwk49vKh+e33pkvB6XzmNHkG+r-YwvjP%Ug++DD@2t z)rvJGyyP3V5DP?#>B`G%ncIKlOMPteJq9;$Ia}yF{5O!cWIN2XHJ*6$F7}%plWR?z zKC;d2D(@M2z8dY)ZPa2PJz2`b)nL~hTY=ZgA&nHkQYf0mwdiIunvM|{=HD?sP#Sa+ ziCGyej@{VO-D|MjbQJ6!u~}i8sd2~C`xx=QWw(*rXH)spY78o%hz?6F*HWU-EBe4b zCe@*&I&#W~b-Ub8by1vCR+(BhDh4Tas8sK@5r6L(RPfOfZTF6!q4qT*f6#876@*;{ zEdETF>8Y+A$g!H4lc)IUe!58{~`Y9=SJnHFCFa)vGdWn zdL47?rYz`O#wo=Bqsn7%oj&-GA6)rx(*8i{)9Zhyz0Vvvua=o__e|OD`|ESQl|E8a z+b9A9fYmc%T$;!f6gQU{5IE5b!H$LX8`VFaDI#oRA=qJG#4n!;~@K~o7X zp*eW$u01>3e_1i;yvl6Ei?E)&pY!TIx@?2V$FSItpJ8h|mosdYG=FTw?)A7(;XAF@ zg;r5;^-UR23yPV4l)wq=GC9RCzwAXc4Gn(hx@`57T6Xi(uMOKD^Ex#J~2Td{iXj>E@!Z@mjLfza}p0kTNGMRH`NFj}%8Py{riqjRsTc_FxaN1 zxIP_OIn-ywd>iJz-uCy|oPg<3W5ojlkGh|8HxDk|I%6Up?9E4A+(5WTpS!Em?~TK}M9RnDJ#{>(fxJXH3uieqk9Ug8?+i$Z&@iSbE^F{NOA(+Hz|T zu;XeM`o3l9qRwO3dQP{))3mXuVvgol2me{_#^1LHrA`ks;Z*lO?B#*4(~} zrN@^~_A4BL&v;$-p8KdbP=$MJ9tj-p7#~Z)16Lv|(uV#ReUG(fAGO{ockE#62^cix zH;;Fl1s6i0$YBk$ghP)VL)^u-6H1rbn@>%Uq z8ua-i1ihL(u!*t&7*ATh)&VdV^wB*!P;?n`$pvq&TskwVGA9hBzZ~W3-L?8X2YMU# zbD{9r$+MX1lCQepn!KUKB70g6ee8l{YYc}(_U>YrNKG(1PprGc~RU^iyckvOq zFKT2a$_%AY_I2h4Uvef=&(N2a4|8XV(V_N^FpEi{=k*pL2E2DO^@qgGg!@xy|I|zh z0g}ad*abJ&;63x^kJlrxk|nQcVCk^Ex)IOIR?Nk@qW-QA*RR*5MU>}ct2yP@vz6pXmK1rC$SFBj$hd{XfeKoY^DD&@hpvfB?<#Ugyoy4?|d&T!5b*tEQ1NZFAuk6Tl6_eb3fJ+Ek_Bd zX~ts3D9hd4hYfYpW>(MV7IP3bX>36_d~Z=istPf*3=q078KKSz-7qw_SVIUXC?nI3 znwEXJ^zTa6JW9kUO?w;hX^lLegY{y?s@X!<{bPLSYg6hw2zVhjqb;3`6H3xbH2rUo zD{y+YtC!TsgT+ip`iW3Q>q6U=X2&#|-YxpgXKUz*9Y$puHQ?)liE~u`855$(IPD6? z7`Qx%1saoRft_4;3~%~0`?AqMr97L>jvWO-l-WLL zA2rosW&({FfI)%NSdO#xF#E`jPo<_{bPAC%V#>HEP0ynB=?I!lVUptfo+um;=OjRb zIEi8b0^zv&g6B~EfJH~s2Y)DVel_%9f!OiFOTM-$4ro$OT67_J`d9rer4{x;umh49 zoByx@^Ys!vUrl{kEfFPBq^G`PGE$HG6g_Sa>LmI>b!_oL=K&;FblW2bwa!ujaa>v5 zP4JH42fs?ezo8(WGACrJy)e(_np?rNODtr8@;;-UB*}>WQUj z0KQ)G-sugppau<@ZA!x5TMEkN7_L?7*qX6dUX|AhPE~ECA$o~s|MEAIO~J?M(UjY< zI^C#`Yq$QwJDi#<`|7R1!rrxpQZ{6Mks zptfITZI%yIE+5!w3j4>sDa;K%s(@XNWA+`$_c4l#o;x)NXYZJb7xW$+WqQns9ls^8 zjk`SmAu%grDd_P6_8d1~_w~p8VnHw5=35E|RJ+d)^o3@BHd3iD*AQkO5d4LAx~k&+ zQ1u*%FpY)1#i7>~h78o#bbPHjI=bF)^k^cKby0)V zQY}M0Z0%vW*qC3p!W|Uno(VlSEUUq)csWq@SP)0U`AOcpxX`wGKx5mnQ@j9m2VeCS z^i?T2yel!fwhBU0tdkluSYX5}g*zZ+CeUp$cnrdo8r=X>NH+`dBonP zuiwsQjphXA=`ZcKp2H3@{JRl~J(zPE;eyhs878qUx_01`|EpS^3*LZp`huU#x!$|k zz*W>(mjEAfIGtv*!)Dm5To#8;6~$~^zCxiZ6d6E1;<;bp@!!c6YsQtP@QcL=>|Z=y zAg8BXB4*;LNd8M1WWgQ4A&v0kL(sPk4({aowSIwk;N;GWT~--sc3hWN}ZSBC*nN!3q+*Lon_2$Ba^&wUg@GZe4X7 zy(Z%z(E@intjpyqYL;s?*-CX7&m{$HU|Ota$fBx>{3^e(s~Gw_5n7#90*I@qnzmUn zNJQ-`G8f>OB&_#Xjyia1n!V%F9yvgLhFaehsFS`GEll1fmXVqNVOo7xa9uWi%{Od4 zgNw1hi}7a4)XCYz<`EBO_Xnu!HsJ`S)lbV@o%HWsfye?>^p)hx$#i#PlFtABgOfU) zJ+tVL<^y~=IIrAU)Ho2})4^W$G$yKIkfOSL3aHvj8u>A(!%N~wzljDN`0eqA;#P}v zBDAQ0vv){MomJjeqTS$PYOyBEFrh=l#yo8`a8@Qp^f3RiGvX?|mId~^?VWEj6niNx zp64P_gA{Ljx7<^OR#G(p8|`Ks9e0PaL;!xqZ95ytg^zDGp=bwQy9+q9HvutwHukgXZ7%Mm?MseO3` zMRA^(IgD8+RTbE@%CFruUzdU1s4Q#3B$Dg`&c4b;OLp3=}A1?L`@nI#WWY(Q9JRySV8N{}=w~ z|8}Y;G|h;A#IaC`SG<%_hQ%UZQG?DPni7{zU|IR6S}a$vH?YvfkSQZ9DDA~yHWM(; zK1OYstd~5Zg;G=6^4fgsUjW_61xkO1Q;b|(R@ho{80VguKr9o9s}KEgR0mLP}nK_Ow=NA&c;QH77tYIW4WIHR$C?3rnz?<42Dwjei>IPD)8OnAeR$S zUo~1t`?{(ge%|mz5JyD7$2FdM`StM7``Xm@(rvQ#Rg@gmlYUqNGEK7lmv3fPE6P^=jGB^xibhMS1Z8 zg~O8u0(#WnUs1XzzNx+0H&7)L$0n@&f;a&+F}mi{H@Cv@Zfew7*MjAiG&@?Bhi6Ome=^7z?CYo9CIk!Uj;hy)F*0-&n3V9S?NII=*llwVXxcEQA zibUxv)-Tu8ze|<~X>|R3Xz?pCG2!Irb1x6Pfri1OCLlC8{@oWe3kPMKA9KQOPQ^Fz zDU0C0t#$qpdiMsZVJ9Q$KS(40vYKCq97qW=Zi+;eZ)F|9Hj#ZfkDe~wcq#xhMN28d zH(YeTA+`q8`Khp@Fwe;F5!o*1g5kf%x)RpWMO|=Pdet5!16tO9dZ^1GwAUIbaD%VR z{mO%7xUBMUczJ4iEW7v0W^WN5Xgt1qcV@Y*P*3tKplL&*%b-lnYx6_ha`}7ibsF_* z*Knm%x%L<+O9}R~t##hL>)4ThGhJy~>HHr(yFN{ARQx4e{;g%`XEZQG*?BnDBXeOd z+qMKRhM0}2tM7_@Wa&)2l%&+!q3HbG23h0i5tND!Rb_E)2xR91_h8*=AA``$Co|!^ z=L9?{B)6s4u)Mv8(2@$i*=^PpghqimUOp&Mqzl93^Uw6t=9rJ!vPpz5JH{cVPXnAN zwmzM|7C^tPG^Q`}=M3lDGj5Xn3Xru?2dZ;g$~Yoo8gLjzugP9N>x_35!S;MCc);|0JkXp!@4J0~>43%(d8r#Aa_{I$slaD7{6 zX$c>9O4%gbCE%DN_t1gXs(uRd?TW*&G8vl427a=_uPi*rH`w{d^9zZs@tZP{@RNsL z!Tq#C|9zR33HhCzWzG|S{6j@_+C169r1sD&Eb$tqxrge(or@tD9{#+I>K2E`Rm6AN z)I-^w!=SnauWEMuCi##?%+J}#CeiITLyPAwpPeJ-uBDvc5H%bNSC#M#JxZL3v^f!K`BL6XR3tBsbdm_TcE#pPn$ufJK{ft`(4 z!{YqPU#<(#v>~cUr`X9eXv)W1CUSU}9>T=ebkAW(Q%o}ufJd~d=}R{42`p{jPw+2q zSvRYU{C=npc=mTpVdiK2fZd=PQL_T1K~Q;Kz-80;huKg?-PO&{jFYknc zzt>CJ$8r!=c2pB+9{TA4)XTpClNr}7k%&6@M{Png$NXE1A~$QVV1_VZlCpwVCn;DL zB2TVVZP>JP%?=6ZutJpUw~3IHm27URgXx{S|I7KJR3B7_zKQW5zFcWZ*BXek*}=|t zDJIC@O}%~rcy<3c`$S18Axv7pBTl}IAW0sHBuJ?zX!BPkF+JYB6b^@DN5)AbsbOz7;|`B6Ba* z66^+uPIk)?caxyt8%c23P~<1Yhu%rt#uKHHolD-XNzmxmL*uXOs+>$ip-Ews3*P3t zr>??bp9J>hFDsPk!vv!|Z*!AOZ|GRq?(9b^xQV0y+C8t_);&KPxVRbBEQu9yR8tQR zUKo_Wxx)}xrI#eB|NRk*N@HcWbK)l3Ek@-NIi9P76E{@`AkxuZHP}XQPWmU6@hF!B zDB@Fll>28Qj`B1#>eoYa;UR5^$y&XX@fsYevZ2UTW-)aWqRxe{v>%hCsgS<$r6NAs zCP2Z0107IZd$d;A%7lyZ`25{YJ?E_#-C~I-!92GVX`ToWv^V=QcoNF2fXuBxHbrC= zJ^pa6CS$-|ndMzIFjtF@UolW$raYfRbQP&ZoGw&hG3^q#U13J$G1&|;$Aq}vScR5W zysI|j8%vvt?^~j}BX`y>X|rvDvW?>h(FMIm;TiToaM+X@<(aFC`og)VtLcT>WR_4i z7d_|;RQxwA7B65IIcd{W)}N)d{TrqbJm}=V+U(%By+)V&4STgsZ5eJAKP?tjUP)Q5 z?N9cgACzW#uHE66YC|ReAna)zUu~+(@-xZomQiRyFE^xZVP<)_+{9y?Y@p2^Kh_Dl zA6;-^fji%@!<<@DrMKAgA4TmzRnj4eQd^TQz?}+8WIFWW4_ods zB;Q=ibbS7LI}7Ufeek&B zr(hhLpiBa0TA3qyAF3KGe$$D`vx1K;UVxc^6tKUQ2QrKU#&6E)vt<%lqVw5z^B}^B z#{1qQZsZX!U8~2w{At^+Pt+8LT8!$5s{!9Fv&Te@<*mJ*jf^rD^cnT`!)t;~|DN}@ z(ohx_-gF%Vczz8u0KQSL{p9+Hynu4Hw5$(a$@iO8XWeAzbB8thnNR)mz|URsD4Ob| zCWky|z>5KukA6_8d-;09J7ecoFPrz9&C~SRPh9h$%h1&pt($7=cJ(?jJ{^p+>>Umi zNwFjx{P9>bhUAVVazQcUj*Ha7IxNvYhE;=d;1ijn_08Dm;Pnxgb*LcY1ZUyNdJb(d z8wcB^%n+ zAUFKkBm)$#9=ah9I*josXz43QsiV+t8%`4jI}xGRvo8{8eytZf>#l6M?Cwa2tFEroSDBbw&FGqikp%4 z^?-hv?djkWEI@#N0PrmfwF0$o4llZ;5;^+f6Ih}pCDu94G4*V4Hn z8$k~HIEC}MFF;`_11j=^K!V5yL`SsRXEU8rDomf>FT_aLk7RVbV8Ty(T8z3o{%U=Z zqo+;^zVi!uup?i13-@0!OipY~NuBkyPQV0>uw1*@iNrrz6)i?tj6QrDe#TMNVsyS& zi1GJ~5Y)h#aoRcddS*hvu%b0E%9)WIp-2%3=mass3VX?e&>xBO$KD0wk|l zh->T;wa*bj72dG27apiTIUM5pi;=%1L?-mV0N>N*_AFI3l~T?!1p{=5=D%3CBEk0+ zJ`?Fux)5XjPjx$PhjZZpo^y=|`@(^pfSOAh0>^v!@Cwym<|Na90FRoV=1$O;lU9K2 z0d=~hG}k|4L#h~O@Yfc&ced(sFVS6O{k#xy<;M%Q<;`CJ*Ah?!82|}~bH6e|o#FUO zNy+O8YQh7hZi3?qbECsg0V=~>$-ge@^o(}FqEItBhgQx+q-o*R>BNlf-hkDuPdsgz zI~3z0mUB0>Q_3iz_#GF?&>^73pzB6&wkw+ z>ebDAkAQeoLOkT|V9QuB_3vUu>-^)o@jxp& z#aMh`!{tkBKW^hOuh%5Zt_-x9SheZAu13KT^dio_omf17-H#|}XD+lrAW88TDg%M~lq z5EqC_(egH<2uEvle7DP!4wRTTu;OVz2|kQd;e&9dXI;=m^HcI z@N6N2%)FN?LvMJpI%nf~G9Z4GzTYet4F8i8CY6$#UGB3Cz0qeJC9r@>`^YgO=Soid z@r4{CI->_Z=72qqIx(W6am6`E?eu00#|5pEJf&mV$H>$rx<>VxI(PIDSUJ4fwC0H? zDb41wa#TLdP!*)jQvjLo8u^)tDz5h{_UESHtn{Ws_3|_o$L(U@K&!95+4|A*4gE55 z1FX1=@O%RvG-{6>>-;~ZQNeWd#Vy)VjQi;N**g<6P^{60D{eWz2^m6~2Gy6Pez*6w z{&4r&C+VxtN^f?qT+}}i^dSeCH|U{z%stt<*Sc)~Tgx0IHUfnw!_yg1ER$Qf#5P3} z^Noxc|FYH2KwOo?wnipvbTw#&dvOA>Old=|!YYVHbe)V>5!st04;F8rD-8dQV8 z>rUg_7IX>2jZ*SAF9P(>c&_^ra!Y^#x&CW2i=W&Nq?i=~J$3CTu$R54{pV$W-;>?P z6R%Y;KEr(zh6&XWdm*wWvH6>)vmxTXxPjX#+p4$i{m|T%9AdfIf63rdPN->+Wx<9- zihM9WQs7_w!leCJ^DG1Za*fZs2Yk|iARj(ju9j23Y~_Pxgc|ynay%=!_j;ZTK2byU z>_(G)69B{9pj0h;zaRU|&8F+Z3)Uw6TAP3GF1MsKA}_fe$Qp>PQSi99{wp7tg6?w# zIlUgQc{eAAq$Cdgz$#zTRvqSF-DFYTi~;;&s?SxjTehAq{jlZVj&X1pD%49oLf`MN zh?vX;`5h$SWI{rURQtLvzkk>^?;vNZV|KX<4W`U2?(?DP9M~6^g+qmmw4yxojMwtZp0p^6 z8PxDP*8`@);XLBKJ+CZ^Bv2MRuG%_h@FB zxlamTzujVmY~-WK#(vbNnoLY$dHo|?YU+`+0CkdF!?uY~F-pG775>0^HpP#=(vqyc35`VpuFEtmD*G|DcRe)`l zLfa8F^A`q)O6Iv!(Nn+_s^pUZ_nF8%(Q`{r(GBfCjV0G3RJv-?wv<~21z6g_hblHU z8Dl?E+KpQVBgq|q8Jd!8=VD5|B;mi~PXsq}SJdQ9NNSR_$jY!lFE1}oLgCF^74-!t z>_g~8gaU@;hK}2^(UWfYku7m0{otaDRRT-Yv0VMpUN=S9#O<)hf_qE#?U8HrxNewF z&5SkLz&YlV$>>e{DSXdk->0rxQ)68Z(QS^*0P-eBD7n4U>It|4PM4&OdhuTV=wFoF zt}1D#mS(gg*Up(E6XzabL%QG}kp5r+#CD^{Hlnj6VL{9dIe>0|2yC^AjT>B2NfK;q z!V@?vXP`TGIgr0FY1*89n6M+fS(0s6yYoSd4e6!ekb+{##Kc21y7!?ct|pT1VoGsV z6}z4g59Z%apk3^HSRfTK$*}p0s7oRkCUChY=lDqrw?ES)zF>uyMD(XZ&%INtS1$BX zAK03bB<3`4LyFo_^>-)a&%!B{8%Z>-TLKhmO@|5?%;A&p%Yod2VQ!Nf3=ZHgY_^)8 zfT}sRse%mQ`R`OT8y&#e+%Zrtw%b=3pKAn9&*hR&y|D)t@_+W1N?LTVpJ&qs+ke7#8)?rxmrI+*DH<&s z!#wqceaF-PjsFlZ7m0VoxQ~G5+*o)ObX~aoyyrMWIve^VkrR9SdE839`hwI# zj6z_8@0+-8&HI-UepXWx7Kv8hl{#kkOdCEMYS(5j2#_WABM-I7BGz!2M{N8`OS>m2 zSP+9%E+X3o7HE2qf*X2KTVHySV&Y?{HiFHn{EeW1{>wTq0} zuTADTXM?65Wed)@o0U3RjXQn$Vnrs>+|v%so)Ki!H0W$I> z;<1BVJusKN%?B@4{#weH@ZQKTZGGX4J=oJ5yh=Sd)~=jQ#F}Q)1c0#n4`QYc{p|Kd z?{P#Yd(tOPeh+%f@e-Ju5T0MbcyLr~YZY=&7~q_qz^Un4#{Kn`xPM6|*kAr!wt24{ zW$A1A(y)DzVAerAP@2u~7|5XfEtK14i;UU6?~Qf*5`AtMP}P77%!X1ld>*70-DjS= z=UMw6A9PnN$P=JbovA%hnRfkf)1lR6*(v^8(xbMu+0Rgez`4|(nNwp}zijOOPreg= zW7s2|(Bz$OSJ}Z}BVw@gtmV#Fh?`nRGd*{W`^Oi)JM3#drQL!SRN7){z$j2uEKj}V zd6hQ(=NcUHg=~g=g4hx9t`!>+>$wYOXHJM{vwJM3VBJfmF?XNyPVu#9%)9BvMsvHN zK{;cl%ZeS(VB3=uytO)>#g2+JBi_)(VzCm5VM<%0_iVL3`+-62IliIJQcq+VVtn|u zMKsGk2X)e6>%ze3H3BiZT0)u_b3Q$)@;u~@Ds?%kS^{69t-Teg`m%eZR22-$#k9T{ zq%Elu4+-o7(}ay;tw)s1?~K57u&V>_(&l}KR5KF$Xgc>tF2*=uz7F`JB4bD?<)Vcy^+|~-~deL&TFSbThSOE1Yzq5P=}`M?6w-=2+Ef%nK{Kj zZ%}tR7jA~-ZftS7v$=W=xEo78Sr~?Pz1cX{+ks;Dh;J-#8s1ucl#Kzj*+=0Bb&|c| zDv8l&Gtzn*V9j*1l{zn2rXYj)TfIRkmp&h*1$PAb6@VCW#J_rt-I<^XqS&rD)1EWqhZ8AywRo+84&Vceb!3hMqkH zAXexC2zuj0_C9Iub^wsriZyiDakZ7Du|WVqqwa}F6;5K;w7ifp1+>V=3aslA)AH5; zubnBe|GlHJ=*4<3i@uDEm_os1^?NpyWi(Ze+m0b^U4nx;^x@1Nh9V^w05-(>!}Abe z`9S>Z@38k+9xV&OkOr{X-f-H%d#i)~f~uOW#Y)s$ERU16A@&||Wr|;fWqB^?VLJif zmT`aB*{#a*LsQL`j8Lkpfr&3B77lWJy?tl3Ui;SmiY6zKTHyHyaHICfn8g=z{`;!Q zcP$EDu4usyR+JbE(WFJ!&_*mXr9pU=AnF@y(Pr@9ea%!6dP12H5$-1h$9@t^@$Y>B z+N4d3aegn%X+OZPJ_vrC7IDxJLHlndG;|%W`M`8TaxzqGZ!|*w0$)S8zd(pRvh#vC zZaQaRJ_wn%pa>wC-!43eaS56`RMJ=poe>`Y>)%CLkJ+P(g{uBfDgOx`q#_NKZ@3uv z-Rxgft0ynUx8d^TSleI3I+Y~Kgb34NVb`yjm0pRZyz1*cd5i}0?Ixn4kFl?`zY7zoQx$Kq z+#%Z>qlyVu*v_2cBaTIW(9J9KhtfQp!Z7;Nm1!ubJ0^VplsxjaarTvgjOH%?o14%E z7|>Iy*j!S)GW~Z^Ve%C^W#|}{i+Bh1{;(w)q}+R@D=Mm+x{E#rriEQA5cI}fl&%bf zeL9>Ta*X{a`xx2Vp}UoL_&Y%AO*OVXX`=2OIL7o*LB6<=%iUy!rlT_0UXaFe^Surz zPsWi^bDUIt(|WEk`KMPxA{XV;5xu6YyWx49+jepR0M#IE^Af>~YhM`ZGFY~*3>lnK z3p?eFhaatj-AsNQ5i7{BB`OFO>1JBPh1j$x=J)o9v|f0zn|6W5&L2==wTm<-P(AQ2+bhHg|j;KPYsc z7SZ&IyR-C)rf*bKSe977h!H?~^WfirIv+hLC;Bj~S1hjnL*Q)QZ6aPEo&Li(m~g0n zip7&!&luQd*$XV!=BcS6p98W>)tdYQBG}b9j8X`PD{Rd(ev}LR7C7*Cn^^+7Cn#qQ z<7!hy%FbV1)s+7%K&efelaC ztC)XW^4Ptf1yWB$?LD5RzHs1*X8ZS1sl=F0H|OcbR~aFxQ}&57Jt_3hg((hS`13P4Zs4 zSluO^cemopN7tFFPTF&}r<y#Olcgwadc++TKV6E=vq-k z1qaNDB&3Rb#lZtxAtA|sMZ3~%)E;|2s-^}~QJ~b31Slv5RfmDn*sb2Cy{PM{1mhnR z^uT?z1O4kWLa$ttX6Vt0xqD4r?p@@2A<$iw5;O3OrVYmjv2|_SObF!?$X$)+pFO^Xg4LJqm;4m3me4#u{=_=$=UDnzs(| zN_f}F#>OpDo6C5hPp}`q`y#+w;>V>fx+rhH-bCUTBaJ>ShI_vVe&Wyh`UrRA0)qPD z?9-ucNuqB`RvP=atyF`g2mx!-f)|^+v`DmMo$5jz z5r2#^*BoP7*i#pReP$qjPlTo5vzJ)WofCqRVxH7S?88S1N-0M+ZmQJZN8joy&l6ng z?T=9LV?P(m3+6&Ezq!}#E|AnVO3|EJ8An5AS}nVd=AKDa(~srG zR$bq0+G_SK`G~bmIhDMoYh#b45q3CJxf%t$vBrj@9Z`Y)_lXi01yh`okWVwG+d&3; zZidYBsadr(u8M``-M6Lc!Zz}aK-2y?<&uh|g|h#^(P?@%SRJg~@pN zKe3v#Fwr9FMwbpo-)*1UWJ?Q~YIbq-{7>5aw&=fu#P!(uCnXObA^syvUePhK(V7vA zv=$wV1>1haBb-^6P45$?aKlqFt@j)Lmrol#b7zF7&iagAAR%ZQV<2_XJ^*uWGEF44 za{rTWvF3M)5dC(f!|lS~p^(}T$4B{(uACkQI4IVvnfWWh=Z2pdP41CeX-)o!KG}oc z{tvvFw>7TQrSIk&6NbymB3~S(9$E6SeG|=6Z%0l0G%VS!4^bGWf$A*e9pb(s_VohU zn2m(&vu8_1q+{<^vSLap=~_71E)Tso^`>fvq}9}Zg24botYFTs0! zrp8N6x|pQ{Mt=Fs9_&m`_4Dr(+!5Bk9qKVCtHi{-7(A93eVMv~{>LLE!vbre+LsFN zb4G4SGlS>r(7&I6gC1!+&AKR{)n@9TS+=kP;EnrH*USbKr2(I6K={w#mdI-A`5uTt zI+9e$A)e;Pn+@c8q(jZ`k`Ee8hn1xa8#AZTlOf>+X`zIRk!aGuu(jCII@65Aa1!g!)d)9W<~s(gm{f z>CP%Rb?6ZR;oR2qC7H(ZXdV}tZ(nkYh~Em++EG$v2h`gF=Ze7=-Jh?JLo;t#?$Tzy z3cx5v5I`!}a(y3p5 zV5wtUQ))zZwMioK<)D=(9Jy~^kSN*}1yEhF#AtceECMw&y-><>YbwGDx|Eg4P|~+L zY|Ld{-tL{w_3Yg~AP626IzN)FJraE$N_W(PGm$-pC6U(gmjT=}y+lqZ5yWExxRj%C zMn(5-tKy!=^l%3V9HiP|_PK5QJ!=O+ZonT*Dk;HoBDPnh=3?kmd*FZz-MbGNY!Z>R zGvk;;EF*wtc*fXG?@0?pk~{@%_@L&RC3B6(@(1v_?J1zUDnu-iI`HT<&D zQm4KVpuS@`M}+R_`2T1+_i(2F|NkdRrO;7w*gC3&Bst9-QYs-NXDgC)ur$kYo1#cq zCz054%GnZf-g-+YhdGWMwiw2SVP;`0F$?p;k(QBd9C#cK7WjW5n<)Bq?-8u#AHqw7c_H7A-uX_hv!F4=n`}U*oSR@P z5peHQ<2tUQ4p(+E6m_R^l3LDLSe-LU1>kBWj_C4r(#l_kYoBX1SyHOeE|nGZ@MY-o z*`Fe1kdK^xM4wZfV#}~L`GJ%fLA#bj;1vaHICutbun_igtq$U%Q%py8?AgQlMyzboW%Vj|i%t?nd;yIC!7Q4SHx0798KCSA|U5-+2VwHi|+ zD7phE+3n3R%US*H;h;oW%5T+&LiP`rhKry}vTG5x3qvNKH5)c(5^7X+k{jyf2F~+h zc%K_qIYb#DG6rgN`lh-3J%C4e)QzED%-P|Zc^()^;{>`}ip7SX@nW6N*pwS0@S-YK zE?TOp(xYNI3%C9(aY5s+slSsIT=4x-XKc^!9%3kLWbSQ2Wm}r27a=+a$X2TX*`e-* zf_?X-*3-GyfY3Vj^Td+&yJy&PIeM@1@P`IV-0L$mzB&eKV=G;alo5{{eh{Rjz8a69r4$JO zclv&Hxh%~gc)JHp_aLj+a0*@Xe3hN~8rloo2y0vUzP(1beFV?F!z?dlDQ=JG7M>UU z{P#LUY3pBU-9gTovr~`*nteRmI0$3*bx877K2BeEswu#)9WAtNhuAB6Fy>5co!Zv} zRUdY~C-*b1STp}kzZQ6^tWe$eIm>(Pfn8{?TS2$iHE2&oO)S1fITfLJFXk1Lxl%|T zFeeT;>t6GiV$-3guOm&=S5S;XH2O@QQr7M{a|1un;LCIx=TLX0!eL6ytrp(Di#s{} z#yNy@uhI+b4tFglpf^ln74pWxMWVh&-n& z4o!;Cwq*7-szo9oRu|%ghq`0&ToG9ifovfbQcQpgvv@CWB7yhQe4-AGjpN@bw9ZYBgsWGUclk4y`_hq3XMi+{mQm9g$wPl; zC)UK)a>@)4@zW(eM`ujnFI5>jk;JIZ=+%V3_^{SexWiQ`@FM8h-5lJQ(M%I?85Y8> zf>b}ROMsV*MN$vyvr^Rz2tSd;H=a_qK8jb7jyiXPaX^KGme%6%pBo+e5&fz0s`}#9 zxpY(AlnA(&a)02y*7>vx`Y7bf5aIWSqaS`X;t2^RaDY1+a1|K*Ra;8J+|P2=r^Q;W z1KKHY4T2XVN|03N>9Xq)o3q)5rsVo`@lxbf+9?;b)w=b^&?;Z9H$fB=NTpRNB}6@_ zTXikxT8(M_sqTJ}E|Hxy-x`O1x-^vBcX*4%X8m|tLWI($UKRLVn!Ud8;k(splRNm} z4>-%tvaUZvAJWl^lc;>_keH>SZG+X;sIP`!@DE+b;3W?1*2efI?W{(XemJ$i-Yoy! z|BSbDx8R*7ip^LaldtDbbi6*tb2S|r@(jdu^6~(|d<)1JEPfUagMKE1dLk5o9Xwj} zS@7@m3i=WaOYT0{J5RF;%h%+g~y~b4k@(`f@h4`|< z$qwq`gGhlHHkWYQj5=y+ymrgh7KMD$slCN#d}=@3&9;fk3@0xDBNC6*X)2LsGu2ps zp#4C#6Pm646;CSL0lBwWyLX=xM-Me!z!fIV60jf4Lto1W>XlG(r65U*(1+}KX zU_^1UrH2M9b5!D#lEPNw+ca3_y%pu}-VYTe0?)WtyaI9Mrx!zJOa$`bGrsI$$A~`J z1a!MgbpLe{05`~3ea9Zw;unJwNG{Xb_%<`8m7#S zs;pW(H9dEtt0+KiTiuRHUv6D4XdclB zyKW-*F~l4a7muRL5Z4%{$Ia0t^{5iajS{M@x_GjX8FD?s>`SEmrF7cwtz2ap#Zmy@J(Gf)jXn#y3aL zFTjxprR!+o=rt!iJuSNGBDTO$*dNZ6Yn~t@!~T#EQ^4s{YwjioEaM? zc;HZzlL6x(2R`qct+T*3q?niS-t;5>n-q4{ME*lwWu`~O2#9Du=4qrJ{`-Val+9N0B7ynU;|M>wjKTV5LL zXL|RoPTiX8$*u(T0|h!=-=Bv*F1~iw$^JsG)1{MnzYiXKe97U&A(xSA9-@KGXM~|> zH54I{%o!u!DvLn%__%n5n$C?IaxVpySMc7alBx{%ammu}S<7!JW*Of1MZuC%*PB)g zI(p%)`vO#g<)jV&hF@s59&M8j5A=sG)C@V+53X}wRKeba{1C?CXYWHWV=IPX`|-k} zXl~X;VZFqsb%B(8U_-emKZ4zmjHNb6!@f#B8V%Js3Kh>PR>>tMe~Q<5AczTBsd~y# zGQ>TgM*Z31UpeMUNb2MHCj$YN;nJNb-F~)IpE$ZO#&k(?`%Plod;X8H`!HcNg?H`S8hiR=$ zNk#9dblWQifvPp-gp->{ga?fpaVW!;2wwo&lkM^~id5fpZ>ArEc-lQMagd&B*a}6q+@19d80*bz9i}Cd zdHG#e5M^x6)u)M80)OnUvT4PY!nQt zk{&dQYg+CGe~N0Ls1^&`_MGkp&u^5Dot*~{a~59E+YadH;N&o~w_tmEFjyAxqg)k7 zPAs`7!&!QmoBB>pI|=*I@`lQ35>)Rd?)tvdY$LUJPrrGijJjW>{R?Xc3=NXbk8dZt zSezH?c3o52k#ysWr=h+n;#&W9?!cj+koyFd+3oP|6xG&(cgyzL`#)}{zc%#Te@vh% zpx1Bb4jG(p*k(}0Xx%Ojad}bSc=Wu5imLtQSi!w4qN&k(=+H|ZH5WjZJ2&Fx{wC%}*5EN{0e6Hs1I-KPb++2cySHBmNA2IhkN7j5AK ztA#@dh#)_ut=@NtZqm&g2G+#sL)a%nJa>lWtndsL{a{KTuNGArWe=fLYnzWKk7JQK+TKDQoEc&_VKL$UCJ3aajEVa+d1&h6)Ikv=$m02fq1+vKCua- zJ*Vh$INZCW~-k9D}&1>PErpCxty7Hs&+Ip_a(V5_aoGZ=K-=@-woieIte<_ zGe|o;@>?odbZ-Fx{muP5^cV?Mju@r{ns0g|zpw{if|_yET43=r@7D`Tr9=XhDs3S1o60ArgoJC zFroS3kvEIT0)7ga&oIX$CuHY>fVb+h>Q80)vfNfKoINe7{0}+e7Mt#WZjPuU!zCHq%nXy8$I#@MC5epem`ICV zr`Zlnh^q{T?f7d)98^-U?uwXK8q`>T{?x~kAD4m*)mc6|wipT`+JV$wgf^peZEj7u zu|;>t6wG{bxDDDr?4$w~jkE+g^hJW_?=pwoEQfbkgSylgf)~^A;K{9rq?VoIZYBVO zg-Ga=U=RaNc5R}E(}is$v+hr28XQF%X;7|kgjxUHG|;S#KY1@}w+-#SUXSd(@hFqH|)loRMkUqpSHcvBKE84YSHta)C^V-;Qiv!JkrBN;22&P)Ibql z4B=noZ_r#v{Z|1GP0{!UFIfHR60+Gz<%u?lcSTD$ML;D=d3{{;G+$lqmBHKILhqyW=ihx**@r0#4B7FboR0X3~Mvf;>W@y1>)yW4IrMFz(Qq5x6v!Rs{? zcq-G__%?Jq#Uws%U?}z=SO2Oc;u7P;4iAuR2f^REJC=T)QuFOKhfO*UwYd5of9yBL z<+jxSAa^zVlK84Z5q9n%=N^z6dfMPNN>(4+IZ$62Dn%S*4L80<30;2?4&_NshGL#~ zi!-|U8EbNH(q385{CCKQbScuKluO(G5fA^(X150`qoy_fR-d}B z%hk;NAt2=^PYdIH4zFn_BX`A>TTYoI7_Yw(oVSra>E}7M)T;)KUt;~*DgI>BIeK=| z#A;v%@L8j5G`vAhKBhWfmM-o1h`727V(hW;akN9)Xer{dy`bNzx1Y zLvkUy%8X6=X|P=`w*TfBl5}+K*)QWJ`p9jQbv2hep@S#yh(=qg6l`!$d%}WCc@z3{ zn#mp1{4N6rpKAQ8q7JptZtDdl>zd~PFUl0Qhb8qim2Ma}Ix@o<>TyS0>x|Ycp|$-Q zaP{b1x2Ko{w#)sY4?Ce7{d_$@m1vAA0y@6Gk^p~c0*cnC#6NiDL3q**GV|{SHRQ#Q>vKch zc^auOY+Gml?!L>Z-4Q46_>_KFLhaqs6k{CN6^EPvl0j?FWMe)ZO)^N}e7}@Fq_dk+ zd2TD~N%Z})sF zo)f7x5CHodQbSRFea#lUq8taZ3&mw`WemR&Kum8%w;jv0m8355x5r6ae+Mfg;hFPM z?rV^@r_sB2F%gfO>lWwYB0u83I&}50fppRU4{M+3_p>NebF|R(7IpD0O>!ySXwZ2C zbK{TcRzF`ey#QF#>FJ1(yrlCP&hjW{=uqmHD*xzWsX<;T3E?t0^q#|Pe9w(Q|EY(- zfJV5A-j{hdFcY*T%4*6j;*Uh+d}aLESGAVtO*zn*CHAxTrn35Q-K#Iw>U*~22`%RHmad5u^6 zp6mjibjnAFGrkdlcqoD=`~9-?|ERWSKSnj$2WYmw2@byexFf44!TW9SJzqyK_*z;8JrtDnUJEAoJ?w$99<}(T|hg(RV!#OYyQd2`=KBGa_0o zU~L{kA5sS=ipm>5(-wA?I8u4!zUR<#><@p1Kt|JG!x8P8wuxT${=hCkW_uRmoz}S= zmaMnO@V?p4bymE^LZ<(``7Ob}y4Iw!cm5B)NmtU3wl)YHyrp{d_GHLk^*on!Z8!vH@v`+bkWKig?tLi?+!t{y^@nmht-GXh;wUWC=sjJH;=r@IO!|lHA zx4qAr5pKNd9z$|CSOGm6E)D4UWAwFHpO_>0RMYBi z+w;eu>0(lZ(P;^N-Y(0kMLq|;V--?c5=biEvDdACzi{YKE5z#nrtZe+;`~Xu4i9iy z(hZ5p=jUd`)`yj!)t~d>Ws; zR&fKnU)oR^NIF&aDW6-v-(Hs&>Lf8wdeLuQ?V$H-aP;o98nb0s<}fWaoQ^r~isnH83pE zmHH(`${8iQ3nll9$@l*RW->Qg8`1YjkN6|izFyGp9^I9jdVf?)pSfx`$FSr2yIw`) z38FRVqA69K#>Z;OO1i-6uQuKE%lPKX-?Z-sbjr?;ChLVQD(~B01~HLO?!XXlEX6Ks z>|VOXUA9i*c>Aqtx__U0JK2yE>EnbdzhdF$s-lbtbB%aLDX*NKEbUJYStD6zN}RO2 z>j=9U45li++Jeg!egXcRy8JtZUSE~sBK>ETzaWcJ47(C{ge68APdt*H7MD{-1`0GmKy``e|Hx(1d3bmvR&QG zbD^_g;K>bLPvCcNi-NB^87#HWGV8#=Kagav-mNrDm7F!o5M_Oc)NFy&Al!%66j}1k zVV1LnvFAyPQ+LZX1aovn@c_cu?F|n9?<@M9`Xb0cLvSQPeD@0=Ox`!Brk;wI$mGz# z0tG+Gj|T>Vzrdlri56yz;k>79jOWPt;lAw!)T=<2SV4pN=*^0x{gxD=ArPu4^72y^ z8UCpuZ^Z#kI9j3P!Q-=OisA@tZ!;75BU_?qlG%S)5hYCj$tTVN+}@d)w;{p{j9J5J zmt+4)KG*dorTY;3rO$-rblkmEZ6=s7zsOD%PJ!7lDt!xv|765%S z{>p4@Q6F%)2KxM4I5_gBBxSOsK*ZFRm?fXP;o^B@Rt?i5c=(=yO5{vz;x-+;JRUnt zkiNUEVRWph!T$0Z67iN5d*eklcx6L&n$BhB)|Lp_7D%um@va_FmnB4OsIUmO>tk59 zDC9VfzFYNDM#|cW%`clToX!}3vN2mhIpW!DTTLV=p-vw71ySAqKmUTc)jS;>s_17i znwlqFa7J0q?uwJ{JyL`KK>f{F%XbTB01dsjjs12EXtEA29^qDaMZ_+3SeKD(S&L3+ zaP($?6a&~FXKumY3cHC%xOI-mF?iK!7n)Wb33SytP@YRXpQr>-Uz*`cMO53pZTf@4 zbV1bB5ReNFEE0vkD>Xan<3O_bI*X2*mCH9H8 zILmeCkhf^(Q{y;?$C_4|1i)TMp5+_-VI(m(`a!!3VS(>5D=UFcJ1`lDlB=SJ@DY~< zstFO00#jU?1NyoY?Ubc^33HUmINCMH?o-`@IZi*LsT}el>~9S#`PDu$3HY|?lD=3YGnGelt=s9hyr z6hynEA^QFVV7waU;bv)EB5j&q^$sfkVeykL?~SG|FF&sL_UUue-*DL-g4M7(41~U- zzCDKs7Rkg>EoVbNGtd2*hLAoZsgLHo{HrCSk<#!q#?zO&Jlbzv#*8@%U2KPP2r~)$ ztBX25G>w)#x3ln?bB5nvl^}~9aduf#EYzpLHfwGmz5_M$)vie$5dk%0JSKL}@n7k3 z(OuILPf9S(HW7^pajIvEKQDFFI*Yg+esgbJ$DEDwC8XF z5tynpYSDCR}Ig(_zOe;f<%+{SM z6^=Z>N=&^Xx`u$3($Ue}#eFBsfBk{K1e6I|)J){S<#L=C zGo;&sTMNT{F^yjAbxVsfZHs7(CoCDuYnv~^v|ZCuJp=QZHCM#m`Os%rO-&zEb?+1v zRlVZFnv=}*+7g|KuoDC%(;z_%+(?*(UOefBFKaN3n-~_$Y_JNM0lKX#u0!^??yN-2 zyA|O@!N?aLdnq*d8YXOxv2m`!GGfoA_?vTRU5$Nr$2XQWjM9k;lag;<;^8vWJ&};W zr|Zz1Ybd?zjZtS|QG1LM5dFSbPLtd60?^czhb*eeo8#n_?h_U5K(={C%22O7iAs_5 zm!`PR9c5C6ezsI?&^PXZWfW90$sU7zl`>e41h!IZ;ky=2+&B?Mifq*LaWO~tXMR}z zOIv}mwl?c&3zJF`9YGDh0x_2BPh9arYePKCjc3wkh-&p3EkFa>MG6@@*b5||&%HvT zC|l!Fn9L@Cllv{(5q5v75^Wzn-jCvA3G8>#)OYMP6P2<(@F=|Swk!M%q!hVYHdQGNOQU4F z;X^T!9-V)US{r9Zwf?Ec%dkEwro)f@6Gwig8eIxeQW$QVkm0Bn;ceyS8F$O%o3U+o z$A@Isrpsa&YaxHa{C@B=_B`?}*feJQMQ#KS5P2J85In0NMBQzx=9nJ<&6e75?xuy& zrbY|+VEw2oR-?GB+){Yi5*4k|qlDQK3U`+L0!YV4Wf)>VOH%!=CERvD97Z9Jbd8o9 z-$)+V_EBkzn7Xr1h4tLK2HhU@_~&c({e1uvJZ@fZ3r1!_FYI|E=vmK>E#lavhswOI z%8^ZGw^3FDARA(t^(0-eFh`pNf6pmDMxXk%0YORw^JE4`~HrP zq!3x3|IrqER&1I&BjP$5=qd~Ui#aQv0A`qi!ZUcSX?p>vSyR>*Dfv?6BByVaAQ$QA zkby|etyL-bE6q;~^vDo<<7OabJ)HY}5WU!*-=@=WovO59YGzXOc(`FIeZ=uMuv}@%~fARa%KiH~h_&ta;$>hxTWZDkEMj$K>-; zx1(y4siWu4qby!$qj#y|;&D!pScB4`*W1~s^LvyMB4c_~6HMgv+s+%zt8Kxce3upb z>%oHMq3w((;V;m}*2^iK!1s0r($@HyjHMvJp+Hwyio1oP^>F+RN`(!o>@*?8&a)NO1K13a04IicfKU^cOVh3*-X;pkR;!ih(6- zi4iGfL;^rZLJx`1OTNzq)_VnI!R86J&!H}-79R9Kg`(rdQk4X9Y(B3mfsx|7lfK!h zjk=SbYzwhieOZeJmAy-E%ew#n8PW78p}MjPT;BtTLk?oZ}d`lcBwPPO5fj zu|Ry7s<-)W(|?J9;Vsct15wvo5dXc}DUPsiVPmxbdx^R@vn*WYLh0z+OEiqlD$To0 zVbXj3<%-w_>3zUy2pqZ|)FKWnqrd>)iP|B71CEIUg^=3aBz#Yde~Za*j`0&4h&)QI zSDKhgBkU9}WGrL;f1z2sgR2R|r)Z8Jskw%Ys-eHUrn~jvkt-)14&KtEbizwNdUSU> z%;mj5o^$Dm+m%CuAF`&vrYBSVDg)@@*LR)F87n@_5UvsV49E?1VzHN=@mv!l%o^J31w2^%Wy0V{^NbfWD$Z>GS2(ul|FI zt!?8}8gR(?ODmm5wz}$3nsOST^77xcJ;ItQn3S}inyrBs-7tj(6|JAliJQ}SrX_xQ z^bgJAt{>S^=gu(+WcmG$t2A@?*N{0qt&SJ_^{Oow&!yo1ax0t!(Z$PahzyeXxN(iJ z4|YclhI;Za_7J^>gY!}Fg{wTHJ$z6__wXkZ+9=`O#^o-b4&JP38>6alGfi64n7$Q= z?8%7nbtiU-R#W-9imFbN9Q#DdU_GXiLd!wcXcMwL+1m8#8(WrO)I@z@GHIM$woWy^ zCwMAU+%G+@J%+L2gN!I7f17v%g%srXM;QahZ-SUAOZA&ulf(_3cNd07vSY{#u0PPv zTmqBJsSPm^F*{z-oo@Ed|E>J*E%J9UwH{ zU;aj8v|kxoE=l@*a_4<;Q!qb{9bJnFdE;Z;yWYceWW<=En`nT6wl4De(9`sq%Yx{PNiouFAKe&0#Y{XRr0xu{%*&quAX6TFCy5kBH@|R{#*3&PhUDsKTKpwiWyH+udZYE z>x?Zb-RASxPa#)cS5)<;z_j+ex&J(-Hu~uiFc;+S!Swh15Yp9t#^QAK^E-FyG!vq& zqM{oLlFtQ`$>+{}-?(>G^u6y1y+R^;pArd?0>nUSCoY ze<(XMLdOWOArE6G!^*pPGF{cT4zQS38VeoT7&K23m?iBd*x-U+kA*30*XeGQskHn5sP<=gti9235D zW1^KMeOE%B(UQuRk0sQ}O?Z_hyIxIqix>bfpikx5tbs3OZFLVyxT7Z=mwfNvwZ(FY zlw26n)x7>BIT*-LjgumIvzX5)(TM~>Y|nWme{JE=C_S3HTqq@KGN$i{&3kg$w7C$f z?EzS&(#C1ffrT|+e~3VE7G*I`hZ=aHPOKP%F8m=~;>Y3%FcP}F;+Z(=*WHC8X$DTo zPjO#3P^WReTcV_|Ubzy&_DawAk6!k9fi4tUtj$`mLZzFr9QWeL*dh0upYsuvW4Xyb zB>TRjK+x7%kI?b?5DWPUdO$0Rq-X5?B{G;>i+Qh&dpzw@&i#IwWR_&H=Jll4VJ;Nk z#y8Ka7ti-%(E1r&)X?iFp$`T>^Ue@8Gw3`&Q9_1thx!?HaxG)A>6L0IK_m!oDmwv3 zp=J=3j^m1}sx&a3W7xv*-p(nqQ#Rey3*?$@oG|){qU?yCDBy#h-qCK0*Cy_SG62ca za+UCd(HIcDNCO1E+wUnFbQitd@7rwfh^4n=(=MZtGh(Yu6<>}?0i2&nt_j6dkn4d$ zcb_)7CKVX9^qNF0ekjyD3PtY7As_W5*>Gj?kVmkBuxRGA4_-JN1tnvpYbNp~?`gtB z9%{O>l_7ez^wTjK2Pl|#iYCXVIOK}~*$JLBbU-cvac#1&W?(sbbF-3VrtCJ?wu%(7TsA36gXX6BX!WVQ z2I}s!-qsNEVPMa$i@47HSZWGgtc5%DqFh|bMTtP#j)lE=QwTA=9Bok~F)t#TPtOX$ zqNo@2#;4&HGWtW{?g|499!OcD?}EY=)k79)v0aY`^tYJrGr=h(zLz2rc}HzwnYoOZ zVfaiT8sSQ+>!Ww1upRYEs6Zse-nKf~iQV9t-Er*3Lrq z1!XfiFLEs!vx!Y};VI~jUO4S7)v^;+k&98WO9P9t-Iw>4l!Mm_ex%9r4g+LseN`z@ax@jf2j=hX4+=$dgSXpE#CA!p!dOt6>x}JT0TB+F)dLzqfUX7La zj{8T5=$hL+=pVaC`&>6xNQ4h?KMfX~v9(xtt{+>R1(~VyDm40jIt(HUn1a;R8e7EH zW+ReIW0VG2RmjZ*siT;-(-A$rfhnefrI0Sbv^bHM>xg$A+qFxtCQhwJp=$hHdH9Z8nay$X7#|)>y0rXu1bYQ%Is8zd}qzYA1FneMnhSqoQ=l4 zd*TrpM)`N3*`* zzkGWkiz3627RPWOsw_1sO*S=UG39db3sq3xW;3%tFepVRno&o3eV_xF9DJqqjxiNvOg5a%<*ibi2v@ zLe{5Q;j8m&4X*9=ywfAbJL(MvOwLU4kE^X@%KG^>zUEBaH&;f#Q!t_3YBx!+oHXMxzXU;o`vd$zNGFe(xAJrgY_e zR*m)ItABX*Pfzy!!HLmpjDpt)Q7%qtlDA128U~(XYgojO!K^w5cMdY{7SeuNFE(gd z3zjdJxg4B?Zk+V?JTb|!TAx$hDZGBPFWPqXDd#Yhbf?8+gA+(OBBoGp3u(hdeDxv0 z_5{vloiZgqP`O5k#A;Qog|FBW{j{Cn&_aYMJN<98Pk#t`c#VWxDFRi%(rlw)>rpLr zK|7s5z=Wb&OPze2ucz$*5HsnZmithRLr5&-l^hnJqEL!{!KQ_ZS%;V;gpE(=%fd8P zC}t>uL$!}UxNyY`ShXlJ5 zc!!mt+nPa}Z3h^q$BiI;>{mNcM|Ou0Wl@?}jQkHVBT84)3(!eeV}jB>@z$Lv`p#cQ zP8dgu_}$>piJjs{8Iv*GKj z_MC6#InwA{6VbWJh&zrgDDKS`@!V&e^xbNx4H9yoR|VtZbFx)LbiQg~YCaQnZ#*69 zr1u3ji2d941@KQl7LP+_h)*tb^5LqSrs+TFtSW2~Nl~9s^sbz>%f+b4Z_z*2pSix6 z&fvb$$4J{-$6(LW>s2)jq^D;fNxg!gs~}=q`21Td$E0Mw*#?>qzGUWsR4=U{68>fVc*)UeiRBcce1DyNi>N z=s%TG!<7|M@^KI@q`I4%DOG^Ee=sed;e88c}WmCe(FT5@I=}+FP0w zf4jiIqFpvLt0|-#j?vYClrBM#=BADs$u}T%5Y##RP}Ciq&^14fQPjU1N_yOE0y#W^ z1V`^{QFpssyZCXdc&;>#xb;v<rveI^SySn^RXbuBHd_9^YHt5@?9a$~w z*o6aSlsJ^7!h~_?L8k~`{8y>@E+U)y`Vmoh1fr#Mc^w*Ev!af>)^>Pz_w;NWVqXz0 zVsP4b+Dv!Cn|x`OrdLQsT*pr{d4J*}eM@SIE@<#-jZwBHub3blaQk0%$%sKQ$>_Ol zagI-ojWGBnZ_)W2-l@60ad?n3O3BVv>pGT}O1?Ze0WkIRt*^jJGah5gKR5@1CrfaT z@g?uBU{5e4&F>j0n@`Yd-SI|_{IPu}ghR*jVO91X4BZp-S)8+q*qNeagMwe4Qxm%g zc5d-`Y8)TCuCcMjgbg~uk(-DLyDPRj!9t}OLjo`tXCvs&-CXerp~2Bjr)7D)0twgKSbQs zzio-nS4qXsAu2eRcEqoU=b4`lJYRi2@*KjZ7)U_>bLIY@>WMtiiu`nS+BrJ!`r*CB zJFORMUS~K57dafwYybTCL>1XHvwG?;kMrw$kB!2bBilAwu^7^jY zso50Gf1jC3--83@8{m>8#ny*ff_YYO<6XvBVC4QGZ#szSA6;j6R&qcUY#;LJST5bn0jr}tW3TdJJ>3d4WWru)dGzRm?ig#~Gw^g0~PHJBl35LoWhle-H^w+z#BBX{%1^Ynb zA$7gw)QIO5Eh{`Ne>#~U{kfynKCEW@fgqB7D9Rw$?7>3%hl^1nep%8q2)%x=cDdjM zw#vw}zWB*G--hUcYdy_X6Hms6eyvZ(Wpr51=DzCg9Zav0`vH2gx_^^rWPPZ?2M0W~ zDXk)Kx#~^R-n5Nny!7Rp;xDQ4L0SLR2hWDj+*%Kx;mhSdCw;gdojvnyu^gZrXnlPv z?f_KLPj0FUD~^koLZnT}fhSuvHpCyZbw)Wu;?Qg_t71S=4 zwElHFCyB-_(=}s@^)Bgmzj7I4sGXR(UsUmC>oy2==}mauvfi;wqvR)l3-?}>ULzR( zdmnUIFUpQA6XLMcYCD+>Ua35DVZ3}m48Yo(_Ry8Ar2!`>gLllO7AJ5R+r(wTu>0xS z1spk9+g>@!dBAWzvc}b7u~!Vs+mHF0?6bu)yx?i!ZsmGfN%+Dbf_Qf1anoACtOBgS z9V5So6x(XXb12-}?5N0$h<7Rdbl8(!NRBzQ;5iYXGs4b+Jy&Oqq=4#_e6!%MZE0+ zv-JP$PgDEP%tA)j7YMJgy2tbM=1<;MhiXsN={<7iRjX41UE-I67+uZaxM^gmM9Q6+k=@^?|M@raw>m{!+KHU>aAkMc%fW2d-38s={{xtW~aa~ z)76lk?*`ie!E(CCf^CSKuY^lbid<@cHg?re_l!S4NR8HfGHZu51!ihnVVSq?%iqPw zY6wPd#@B1)7;hg$SPlH=qKL|IXQWSlEng9czWp@S1z1@p%PZ9>tde^4_n(kwOO+;y zte_N}l65@64CtaE&4zAebq*rIp@!sa-x;&gPqeygLXXMQZ1{1soyJ;8fFgH2EMD^6 zIz$kEUh0(}{&XqU)l=Sv z>@y<`N<)g1CQbh2gPtvQIE~0}!K;t}EMZXb$IcRqZNoxF=TbDvF9 z)4Vf0UzZhvvjb%m80&=271&j=^F1;79mI-}d_rRxnSC71+KUgXrkzPcdwmfa)s@ET z=(2Lg0o@D$f_7o=f@rEdGT!M)X8_5h2qMjiTzQoe_HAjg zYfmq}V6PJ_|AHy0;-mNztOapOI|p0Zk5WrCPSZS@19eof^@lK7l8c%`AA{UfGPlc|g1L`H4^jQ4b1WzMpOBe{ z=@fauM`=!(xP%pMcEW-ucQiZV*Jd#QKlH50*~nJ^rhSn~u_dUe5%TSEP}KbW%23)N zEVRL!Mp&CQVwqF^ZWf~o3iv<#HAze9*u$FK$WFQ_Y{cK9-n6VXzv!@XL{P?^rn8O+ zYVf-+nx^?hB(r`9hJ2Rg=bpjYoj}~4L%?3@H|h&&)w#-1cj+r71$l;*m5;vuqDVEA zgpEBFu=73Q1A+uhVGz;i*^}EDacD&IB|0HW{1+6R7Zq98`G2mAvv_ zLBV$QP!p^z3e#OG!Q+Gs4PK$ZEX~Nu&)6)Nw|M zbbHQ?bPuJ>Fip*0bPW7RHt^`y3S1q#A_F+kelVUU*iFYsw)-g(zOeNa!a)h^16#t0 z88VC{PZ?y?g&&-!OAXqxl)$VQGU?=N*yc&z}%VnRo%_@LbclZI^f5f?eLZ2I~=Q2Wuwm`D? zSJWNLaq_m=8oP~@-jx{S`j^Ri>jE!NC4+vY6lUbD4atSRS9 z#abh6uM*hMd290y{wq1b$$&G zOD%YHxZLfiAE{V#xv~22B0cdEN#1s)BY`#aayZPgvvTO-yzRq7-2qvLaHRV!{6=se z+qfPR+7fwSw|=ny;Wdm_4(#dx+OiX|yIOB)o-Nu5;7lDYr%-R#JoYS$3oi**4+-3E zkOAa0n5mQWz9u1JV|L9YM*D>%3^a#ocZjlgi-zN1q@L|++Q&Cc$fQVavT3u8PglxW z#|zPL-vdq<_{B^RwI4Zpm@-$8*rD=fraytxd|51hj|+21A%@*@AjMCmb>HUV zhuWQL+@|*Pv=Q?LMpOIS)DWv(7fo=S59(a%k+$%29luo`XTnEj3V$k^2(B{J$%8(u zu`D`-qGt=!X|K?XpDH8-BIfPg0%9o#LT{k4nm%N1Sw_jFYX-DvFoRXf(TH z{&Wc+<+rw1S*&W)7}YWmKueF%Nib>Kp7b}qt!4FsGAiJ~Rr9L}MQJL2t+H|Defmg+ z9K}9>{l@Q)EC(4-!BiE?0ks6)9sr5A8{sQA5f9{scy~stutdK`!YXiPh94IFy3G*& zYhBOvIp2(LNMFv$V_Y&nv_(r{Dh7@$Jle5?@*B(H(Eb6R{A z>99UB;_MeiOwwOC_E#xf86Dv*x)4$aCQBZL;Dq%@$iyv&fX3r4WpUmW9LIVPLendm zRxP+!Pq=|Yt&Tv%+%FK`-&17KIkEv8#pVBoAWaYH`Aq%Qvie_F(_sL5jLH7zLHlE{ z_%2jYxgJ1`kjzIZR3_A<5Y`XP=T&5;-Q7%5i2iY^$g#qEgN*ByyJXX)DLdVdOC9#bRt2 zW@ek&Z{O?tyMDjxy06{;y|?Syb>F-9em$R$$3TlM#PD5_l0Er0(|>a%OLsq6d2rzb>2p2^~?#E-b)XLD4qD;6;J2Dz!&egl_7NV~@?N5l?;CtSb zM5(p@?NFv&aVc7QF(|Gg>%$=Wk0=*3V${T!(w)!4;0GCWY4$9*Zni~~emm6>Pg7&( zobn}3z8`GpmEPw6Sqh0ZCkh|sB}**|S#qBjCn$=N*K&+{G=Y3gJ?QGVK4=)pJi9fF zc(sR09Rp{sGk;;E*>wDCx}oZpv?Ox>Jc2we#YL4#Z8wytCh9+_m-rA07`093?}+V# zU@7j*8|7ju-hB9CJ0{@6x~Hyfv7aO?^v(ZI=w^#ElzJAzqh8s|ece|5NL9HSHuYaB zEX~6MeLA&v?p*Ylrqb;2xcrA0|0jzX3={FFO6lR=Ep!qDzpFPyDeYYq9qnyyq+>^;a_J=ZJjqsZNO61tIZmGFJhC3Un! z!xL7|&u78#pZ)IOvo7dAx=^NDT;&Dzjg^0JELOeYx|>)8&-dCJ^b1s5)1ybZp)+G{ zX*~>D+Y90-&ez(TxmvFM-RXg*v{9^|xZ!Lj+ zZ8|Mcu|cZ)Qm*9wm8;e)Ju60yKkfWND)&7hZrHf?Li+iYGvcuwA&NUcvmO%yeSKR5 z5yV^3JWbryY%R_&epY1Lp>^TC7(oo-rWTc6fei zsQ(OCu0_rn(Dr&+F5YBIX759M;F4O|1%ZA!ZwP*6zxpqn+6#?;MCbOC$Ogbc3L|za zJ1x$k49k3z_QFBwn&p=zm<|J8^ZEo%s9lVOmKwU-jR?@Dhu=82%wt97ect#Y)|E&Q z0y2{%87VS%b7>MzY8r92kM%ff)snCYGdC^+=3&-Z=o}AO(){3;L>9yApENg1>$^C@Skj_Va37wyOp9v62$%?9DIgZ;%3G?}{n~g@6z&&G296m%KfMtQpJHHFqxK@|0&Lk$mTU+PDMm`*UTW8_DQxi<8-a-PYe!nt6*XmpcS}bZ30RVXXpgk~PJA4Lb>&DriV-hGCYPYp+E=1K)xLqK zxd6yF@r1a%)+Q}ae@B$dVG6_Af_iN_j6x|V zYHP4R;1lC~@5}c)Ak!@w$&H}Lq4u%yI`QzazB^ctlZk!-bCq0I;*>Q;Fkhlp*G&$1 zxVySx{f~M9c+LMI>WUi=FQ3>8P$-CyJ<*4^HP$J;of(9G!DoepdSg$2sBQ^) zR#kfVn&gJ(!%&Cwdd0k|J%wBR#%*6wK&a-IBb0lE?CS1M6@@i-{4WSL^4aj%8N_-2dR;mZUM`g*d?($FLJL8ppT4kMf;hz`$<-@jHugBc1oK$ zTBShOEBwCD!4F{*Rkt1^wzT!Oi(^l@Z>!j{v$r?>bqh<$~-+o@Ez>**1Jopcew&OO1qAn%01kg9y7 zO5&7mUCp;&SdXrMhAwuK9{u-#Gxu(Q8`4LZK~ad*Uk0PvUmFg#rwkj_{?^Mt2e#qf zIsU%5`}S%}OZp1I%WmLR?pf}d-wg?e41UoCE0V8u3y!z5foVT^#MY`SP;g_;x=;?$F zfp=t%#+snr#qB~_S=hv%d{ofIMW78HF)}~>IHWq)Y{W)5frAic2zGk**EKSq|MXW& zh&uV$DGk+doTts6-jL;REEBllsg8Z#h7Po>kZOm1*Ou98K6*0xbbQ;xYAb|?ETg_N zA8WRvtGxJVdY+RKq)k)~rxoLr*&j+HK5LBe4kbYE6n3>%j!;2^jTPSvdcY%3o`!K! zVY1YFZCy>@oJb85^Q}{5tm#M9TF6o|_n{LWtqZcbNC8*^3?5epoANW&UCo9e8{D!R zqA(Ofl>F$U)R0519}K(7_2MX1)wckX=ybsJ3`F94bS zlk1F`K2`uUzB@88aGX)6{{^bn4NdNBEK*F?-YfDOS^apN;i54Bii*x=KpnEl{yiDE zBnW$0X8`!nG#dgqUc{gKj-Y(A8A9g5r{_ofowB(>53=cNs|F-J2bzbJ|MaQ>gMrNE zHe4Cl`vx3{;T|KHEHipYBlHCW5?t3FF&#ul=uJH!KJu;cHtSnW)g$d|=Yy*DS!TOW z)Jn$%o38kl2Q7+O@@I6(di85|^LPM4x8)$Rk(XgP zjO>bfq*`?bAJ8i%7>JbIZ{X`7W zqQY#{S}0Bq`U=9`r1{J_g4IX7C5?oJP^O&{ogl0=sd^~SyWSv?8I0!6$)j1I zG8As!F>+L@%tw;Dv3-CO^yUDw#aL>KUU7g*(rl~nejcHBJroe|;V+1pzK8XAj(|Hp zhnz_HltYrc2oJhxgmhc92e5S8--5fFmjF=`&P7+zdZzuC331 zDuBGFon}(ucJIrE^{%ofK);?Ws($4>yULw?e{bfx-8WQQ=I5jbXIWlbGiMmm*DgD# zUhRJLb@Jo&F!9gt`+96BH21nli}wh>QV{L!q*Ll=WQ8gVdE?i8KySo^L{?*>jaV8( zNCm6mwVJHSU0uG6V`);O<9qkS+Sm5Gax!iC_7$?}Kf%t{6Ki4Ka?M*D!!*vO$bCLs zd!@0~ICL3L)}&YeC={1y9^qWWjhNqq#6-&P|TlR$7fF=euEAv{*bVVs=4E zXr8NJnfsgXlkc2${X$Or%2VEcD;6crAJ`2Z;WOc#Dsjcg*kXdMChV|EWttb|fF-Xn zA96r_mh8E$#gAL6&jLp9rJ7`x3y_w{hS<@Mm}`AB8Ca$A8Hn;G-l&8gR%lBPnXpw{ zn#tz004e+8u%>-e?n*?oSqxyGQyLS_Ms$*}BjbKR@KQB43%=FRWHV#30;$}`M{$^^ zDUktg)kV>X`feLJmKfpJJo%oADFdMA+G=l{9At ze3-$~0aA{1B0;vRx#SJtl2k;7;zRTbo>15r;$jCu73ch6b{wNJ@{W;X=*O6^WY2GV zRhgsDFBaC#rls5k);m;7EPN>@w;tot-rWUIGXAs{rZWjQw)|d#A|Jd)Y_uKYWacro zt~p60ILDyaXS#NfnRmI*emYb*aIwqKS*! zM0=73h;t#nakt06EriZ!DaRWTS9L;&ti)b33@m26NYivnND_v!TorKAw?TB1(koe8 zx8-o`GF%D>7W&&i2eaK|lS9u)rh`Z>YtA9Ai0vt`aBHRecdYm6JK5j%50pj=PKv4! znL>Sj+^39m#id-ybwnZTyU|1WDqg+BxQ~%gEiPe}pnJ!=SvW?Eb|N%s>ri9zmiTxN zTPWL>&mlBW{>vfpX$1(qzeq!`N|eT(nLV95Irzil81jLYN^Kxs{5U}WZ>zUb)!yz? zx`AS`(nzI?05cIr!JmE8G4wRbK&dJ@`%o?Nk4b}zJF)anpRIi+oBbPU+x+E> z-G(GCZ&kX!+}r+j35ggT5NQ8j5Ym+lM7r}rMz`1fqvf@yn~QHc4b2l?d>1NnA(Rw4 z%9v@4+&};1eAM}T@%UqsR`-Qjl8&L4$6gnuFD2jVzxdT z)Un&`ofS(Xu9SZbOKg@{G)j654=LPX%AK|DIxn4C|GKgPgrb`C1h0wB=d0mBr<$j- zb%@nAM0~}ul(e9X%@Wd=gdUS`BWs*yQml_`R5_%z1eIn-n?wXC@?!4#dE}5_^k&ri z@ZHexNLY)okTo1=h7Ahd-5nqGOEXF(*kc!9Jvii*nAT#GQbiip_s4385h#p~ zjZQUguF~>$vN4%|J_Xplu{-taPB+D9^EP#-h8LZFQb=n& z;9ywclhL|TE6D`U4Ap(5XC$rZVIoC`ifR-vz`+*YL=rh0In(-Dl9er&pEP69IXn#M znhL=oa`-5UeuP5hIEU|-S>ae%Y%Pd$Ja;E17V7T$Hw@+^8KY;aOm9v{8U}{~4nt!g zcf(7@=?l1N{q~LW-@z{Vl#3+;%(&u?wo_Y|FU0LxqnGf`4%FBB&UNX?$#H0L~Og;M8dhvl5FBhbJ~<5&8xLF z%qHG&bCn*qP@~hi`_X*q)=eT976XIdZ@^z9B4jZ;E_sAm#4Q~6)S~qV?=A%MqBoW} zKNGTn2xjl7#DQac;i%5AJC`wzpKnA@q&(D%OUW4{Tg#T^i880z%W9XXUzSN=FLt zuaY$TCV%;|PhU%`Y5&K054n0AQF*9&kpeUGG{NEWCaz2AUrAYO`P_HRM-?oGxwQ5_aRwD9!OW#z?_hBFJ~~zYnO_6^VvU zARggTGw?BN*CQPs9BCrcXAo-A=ZO&^i4hI;n3J6Hb6iYqqZKQ4sXJ=(YH7_m;OpSP z$m~Np=%N)m%FSmWzLvQ7Zq`v{R)ajnBz|6} zNyi-F6Ytn?fy2obfnWovTCXk%tE-IMw~I3vn?#HmH;4Pb-h4GF(p*+Y3#p>=dLYd8 z4H*xWCFh$&{whqpmf)5G`5JkuLQde>vD?V`aJ3PMi@67TNT)q!6DDA9lG2QQS*d&) z@5BjTp42Gr14%zP#&Xp*KV0p1Wfx7a9&x5b>x74zKM`*;=yJ;3C&FeB@@vRzbmP@1 zqf~?)@@B9nqGgRXmX>mKi=)L@Ds%=iC^sAw@zC)4Ft#dV#WroMU>L+$aX_pzV;OzD z`&u-Io;uu@Z$wo;1ARQ1&PkRpCb%9MnWG-uM#mocH!=G(B>c*!;Tn_0Po-#LE_J9! zNhu1~PMX#k?7$$`oEqko_Fx!4&ZwV{{K8NgLRt%7|O=i<f?wkjf!tGH0fUEokVgxuG1i-zH1$ybUX@N@NRE6;4~6)>oh`f z_NS49?mWp0F<-KNyCDsaG#vC74_W`^FoF!lC8JFKLB(Un)oAEdBPVjDO-%UtYd-nA zJSPAuX1WL?jTjis-jHrIq=)QT-%V}`Yg=gODp~`$dFPIrjl|d> zb}u}J$u2lJmDUtPgZeflM;)B#vr9F2Jysvp1{5{ET2KQ7AwYK^wYT}u60W_QNq+ct z4&Ef}vdYB`^NqOX}0K&nn6Ve_Na)$J~;`nA%l;dJ-+^r=5*$aR!6P~OW0*Obo{G}UE~f-XaY z7g)5BQqJv2oyY%<(6Yz88Ezb-}dB; z?&pnHmM1Y284tXjALSCPSf*$Dr&q2?`@gjgDZIj=&R(H!K02ARX6uaOKFU>h|Dz}I zC>osp#arvng9*+{tD)zW9P3PQ@hHE{_ z*X+$o=g8P)i@ECNWwFo3-0_#jo+(+=u5-?!u-d_LMS6)98G8hQTy2D+_&&3~KaD(fGR z+M0B4*}_8>1;H`g#J)Y_QN?QHWv|AJm669!zx!AFgpQS%i}Z!p0N;}@5E z%1qeh->BsAsQlgQBk+v{lV%wgSEuG2TH}E3UEf?##W&dF&AvHdcy0&Rg#7o52?wF) zz!WK0J#P%Y4<~uY--eufv&T^pDVL_bG;pufNh1*xQbM zigP`%!(a(;o0PvhXnn)^$PV(n1&|}gcW{k*e?9-`S21<@GFZ$cG33zt3ye_T+~227 zJ67LgW>0)-@fE;cG5Lfpv}b?yXb%!>ecZG$~DCEep7r`S=6dN<;H@2X?~F zRvC(oJ77iEQ^xiY1M1jH-wdo+Y3IOFy6F5_f5mScK)sP-eX~OK?xf&i!Rab!^!I5V z3Bz}q;dByqT8ek9Mr}v3BhJq|`^yb=Sy|0foX&_lL3SJeBWj+PLgDj)$ug^vaVn6* z7xNoDUiWeDkbbIQH>oOg-J<_^B?(LHauv=Ki=o*D*{`%Y6|Qm7J^U%v0XrGhO{2;< zo|n&ErI)FL6I!-?)EU*q8#i(2v~gi8AUQsYcCMr{fBsmZtrJ}@{~j*oRR5OZF2fIQvw49o=gBYb3CTRCkdA+Jzt>5R}Z*4Lx^o#0LZ3 zecPox$M%M-Anwd98s2s%#`YCa%)@rOrKXEjaGASuYcXcHrH@&0epteZx$My`VYyu7 za{>%-{NkYhk%b_oUf#RXm^eVIV%U6G9E2omf`DK{UNpa zUO?TuF^XNwt&x)Gi5oX#3n8zXT|MrezFhNQ@l6KPPKRd99!MOJoT2|S++!inX0Y1G zkps|N=-KxZI!Pu-ja-PzSVWB4oS5+N>_H(gOjb7VztwS%9oE-8FOF!mH!4`hpl~*Q zE%pWJ3kZRTuj;@u1`^t7nx2i9?A*dO#^P_c11tBIJDS>^n33c94sMx0bF2Rw_e56T zF!;jR(}B0s<%R!+$edNp4QhAyxuV$MjA0h8ldMN=R*(KpE?SeZR!@*c7UFsCPwwY^ zM0z)x?#Jend1rRF?$rQgqLS2iSvM9xd=BMh5X3IL2HfG)YHZL8-cm!@1FgI`2r6W*lXtjDtKb9V8I!wREyH~wb6a@$;Kxnxju)}qgd4d8 zsEr73ArP#4Yurlwco80Pb$m4kl=6LGGvr%n_d8Z;k;no>@rx)9r`w*c`GE=smVRJi zG-5*fSJ==OQUf7!BIsT%*(J`8!nT&{p63!96nUU?_b0`#-ELQ=Y`qNK<*40F*g__} zKw(Zax4D6Fmg6@L39I-_v}03(ci*0l3ABoR@0k~eA~_@W7H?1%Y<;OGdqFJgb0IAv z0~NSkw`ZY{-)m+zx)N$zu)Iq<76~^(-3XEF?2*PFKewGNaHGxHLwK)a*G}l~Du3A0 zKPL;qJ?;<0tOpO7mtHrxL@d8ZFxkt8oVEQrY-~>7PRfeh+P#+db78cla0N|#GJk^W zI&k<|&p?oZ<4i~E*fFGXNb!O%h(F)7M4FiZI@?YjI(q4ee^0-y^5*P#$KJkocz)?I z6Ah_dcLXo9PsV9}*UNc~5J09*4vAfpHz9Oea2upwm!&>iN)tDKgk#L;R^&z{n<;G% zU6i2n3-xVyW);|5I<+XWr0%DMm!^ztNbaz@$2r0#d5L>V1a-nU&?^uAQ)bWk(2@LP z@E-%csBtxqE%=nl3NuE68fHd=JCQDKR)PMe8n!+586rR3{B}I9B6x|Fx~E`?nNp&h zp3hq|-FaThN{U|c5Y78p>r*&ZSdq3dO5dDSY+a%93&fAI*N>>T4O?oFvd(-6znD2U zy0>+?QoS`X;A0xMYM_^0Cih$0YN~aM(BaMQG6is?;w1c8Zbd^NHvS%f6l2%;$Q0Z1 zy$C@e(TR)=EPwN4C>TI*^Kq+(&HRc1FkF}Xz}d$@>LEM!`16eF+?UC4yN3!N+uwDM z!6Ff50fJ!0^zCtrxIe@Am}f3*so%P(Tbs^Bco88xo!!0=K;8$ECm2l4Tqd`j-I?GG zGw8j$D@6^vBVEzv@1jd{kdy~SSlZjFoa5uZzO$2c0b;sII><#%83wj*!M(xse2+1i z+b1jn#wpjPZLRHB0iD|C|kI4 za0smprppg=I=Nf@9(=y%9|vNoY`lMbKdtiU9qi+S#k6R_tvAAgD?Q)?#r~4azQa{u z8=>NqA%RueKKf3{9$ySY7QJs$o&mT+ye9@eq_x~;juGT*g60pBEBW+${qOA9czsul z;57pc(BUeO@+SQ@pC7ICiMV#?5-oa*WwXDJpf9i}PTKRRgc971UTZ8PiEs*k8I1w zN5>XhL<5Tour$%w4cH${q+U9&=rE?wsAinwVB?G|AhYI+UBSV+o=nQ{K`gWMj6gx;4&PR2h%ube$!;fgr znmA$fe+{yORLhzGc= zT1if@^?zjdczCAtA2x**@^VSo@YGn4OFXwuuhX#6uoG!ihBuVTuT+p2l0g0;1jl2& zJN_xLpZ=l=Nn~b+9J#)De)JwOc70>=T%oqX2w`mYZ5Iz59vn$C; zmojj%C-vjGvT>D9i{(TRikDe!!g0A~F*t+3FwNL?gd}|_{wmKXe?vBX1o5of=@T6E z_#3w8`oLGxS#pKY?s)1zlDviHUBtp!6I_Pvwfm%!g?N#fS>AlrkDQSK`(x$Nv& zHvOBdgPm1(GOYjei6X&yVW@KW31_pb80s?ABn8RqRP5} z^QsA4ZEsR;F`QQr_RR{F@t_*_V2SKqJc`~(9@)tlw-MG!#M((97@r>usxzq6a~r{1ClJN-9!+Om0c0_9J+9z9 zG`7{_;Z=6jMqAkSo3XEhcLC3rFk-SyG@#Bq?Fv?%Kber_R9Mnz)#D-FZIupmmkL(# ztpP$^FAQ^$jD71qU{d&zp4N6F#?b{O8J!MOb%zNIvZ;qh6$uH{BF7VMo zh=c7trdu6dhuBo6%t~x;l=r((a=&c`ul$pD<*iF=cZ8S}Mn@T+e?FY;Ap#`Q7R$$_`z}gb&Y1lR2uw#9-XaOiK}qe?I^AeEN|GU@P3WdV z&HDH~Z(Z%{Jj899G4MK~{}9x>UlcmqccjK)@x?OUwqu2P->HZWYU?tHYC#O0ETX?o;H=+UJFnLK zO7g@sT6TPkSg6O`(GQ}~HL}49!i=C-2Sr&d3`y1B|8x<&Cz8*5XVnN#yMK zoI-FJ`FXnkS8=*{yNxqr_bi`scy~>2$mGfpG;@i}_r52f6-Udv1?Fj@k4~a87lk{$ z*W)cv{Cdp;aZY*DV&w~qnc6`EccZP2TjGe5{BLV1ug(G-T+Ryop95wmXP<&n#)ia> zs}D1{K?>W3BEWiBv9lysAfGpBJl$)$6D5oY76uB(X&Ns9l?YH{qpdW1aRl{hxveV~ z;mUt)^VdgnC%y2?dHCf52!jxFWH3fzu=#M6}HoMFK#jVa|Z&|+5v>T zAA^6x=9aK>^0Jo)<;cccWPM#+uS=R?Cf)?m_A5^!C}PQPsxBmA2^jH+xEf(V6F1me z-rr9<-$uBNMj&p(ygzTqJ({UB$d+)u!s`;}Hn?Ft%3!z>cuPt1er;jfE4fnrk*_EU zohHqTgXGFb-W87&l(#bjG6__1#9$?Ji%Q;K!h5={DuNTP=HpOWUUsk?7YA|A#mVS$ z1iz$@j4-GSdDIqQ-H3TMXm>4cZ}d`olfRR%NP5A+~t^-*aCGS zCv0@mxPSN+oEpyo#=DBOeodI@{H~}bLuY8gB=_HC+?~;w$O#)mP5KTWySLah^1~>N zLy7{T5_(Nmpvy#`rfE6xC6=%ko2;E?1YZ49^xA9tW6yo?E`EX6d&Z0XxUjeNR>CGi zd65cq$`!mjF#7sN!&j$)g(RmnxP#>~09de9=;X9^J0-u5@b4UBBkTj?=c_QV(ec7c z#aG`XOm~6hm#%T2|Kwzx;~p(z^S+#;!u76kkJ&7{syZ#|9$U!PF4$`8)}HaZTNaRf zoNSIc&eOc4+1&=P1e$h=&cl^Axi=D<_m^(B94FJZj&rDZ?J-D1B8z342$e2ldmr-y zrFNzBT94D~b*zC1#R74O&f*peHs|?qD&$Hx_IzTschTLInqlol(wAKR=>LqLJI(-K zeuBJrL(4v=sK-!?)3c1h_tXVL7X8Drp{oo7lFu=JY+BEIEVJ=?1l>6-fY@bT7Wc0|J1Ej`0jNp)d z-T@{`vRPMpCE>s4(SOSi&;;&k&e(@0-Ez2`bn@zA%Y*lP5TCd5Hro9vTQwdj48b>F zr8IiKX9z%ouf2zWGygIFZC_(#jdnWwG+_T!oa>pj4 z2fQufJ^#GZdG*fo%k(eUHH9=!qYHUgU)&VGYHn_HrAh8YQj4KQQm~Z0ri}>nEFe+Bvk-?AGaWZgOZ zh6|xb3?LuA_t(<5=25bE=9yg}b>;Qf_Vy|1m#8x)kV@@G@7CLYxWBj~#PYZ>txl~x zR-dCiukxgk`u2n8T(fvlPi&Sfw^^!H$9E@U{TjY})Kyd+z_}v7Qdh@577CB({Y`y= zQaBNL-e>1Ycdbo>7{1)CO8P^u2U4RC=M;4h9qLi!c&8z>r=QJ@q#CurFu->5q9?)+ z7y92d3|c}YWRwP`KAl9k?M&rWSX793{4)Cv=j3F-7vHeDAz2h{rEca41g`LNVYien}_qhi?kZ8dDczzleLc|8Q@6|+1 z^Pwh6?c4K>-VnCBx;^UIGfvSL&{qQEl@1m!Cbw4BJ)K}=C zv$-(ycl~fl$Zf5_izww?oEbqltM{4Nj^eI?nwo#Xn%K*K`~WRGIv_i0*M5gNH{~-? zN!~F_pSbr|PZ9z=6Miz-{bn)5K)wisl5M{GUA2zXTmkjqdTK$`YwAT>q0h;b)K5t* zYR8E<)#B*TjY{=MVAdy~v{Ws$B-E}B2hy=P_w8|`<_~(%^-!EvTus-Uu+-KRWQL|c z_wZ;ZO*A*;+6j_GJB{`M!pks!hhLWHEsp)zUij#ZeVOcUJXB9iHD_u?!_QMftm_C) zN!_m%b%E40AR6754W^i%fJN3NZnWI$Zg%vvZhQJOIm=v|dQ`GmXpZpya`!@HUgIe( zC+nO&r|uos3dbA4m8UIpzlglkiWG%ZfJOO!PV;{r7N-V?|A~N~J3EVsKaCd@;qX-A z?1vfHa4$K_n9L={iFWJFt`2ii`gDC1%7fb$JNW*M(IH<~*O^Mpto{uVuS6MHg>%0$ zRd++Kj!h`cN&CBAbkp4Z?6vpCrCp-SiDkYtukJ+y|L!oK0LgxJyRnAZHt)>KTJPKW z*?e*CoM;T~^|b#(s|x)x6}-Na2yZ~PohBCder*^eqq0UkG)JSU|EVy~`)pCI)S_?ftYAEN{b zSlek!us|LzE;M~tXupZ8>Z$PDiR zYoXXXoW#N74d^)V$c5IKoAKDUrz|m#Wj|?V3a6vn;uaVnQ!e9Zz9zU78D(gSuoJ)J zO%qCY&>5|mXrKRcnzTp((O(q%0K`;-uE{?1l)I2d-Gj4P{Mh@PKAWp~ip|^GN0+k% zt-7KVj@?}|P`ERz-~yI?7$e4LRo;~CjM;R43Wwc5flK+ki2Ph{@hYUJOuo2WDJn!b zomtpUaJ==tIP0YOR&wUmE!Va)dwZr*_$*CJz!S%K(6qrTq+m5z1odpGS3-3N!*?tB zqNHakVNxU}EbJ;AA><@%x+EUAXSTE{e`?V{5?*VZ!NRF!u-V@6NXX@kW)m$-4EAkb zYjgH>;LNoz;_nYrF5Fv>n)>9WOc9E2mewmyITqV&r|ae#GuNu8V|`P%5vA)TVd*8{ z)IgI(Hk~OydT!3-cE_hS-52S?rvF4ma;E(T@pa)~$*77TM>*Kx?KhkkDm1$zN5)A2UKPy(#z0q>?q=vz<|e_+5OkY3RBJd zs+9)_zwep2XKne(r;vr-VU!pBB{u?#a1GAJlUXB=gi~P0Epr4nJcowv?HXnE`Af2< zZ{w$|_{VDW^gYG>bIcx?q9mN?f}@?f=-yOnn>s6zzh~lm8DlykAh{9s=U%qy$Z5$9 z#P5I8LpJebLrF$HW^%}ZJMM!6eA-ib_>K4Med>(x|18aos+t6Ley%`2oPJr1K~q@h z$DXGDNRAAuPBSkd3L6OYsqdz#dZB77!0udqcN(he9`9gYkM>zkr&|ge)qf8mUx|F; zRf#Fy$oU*$_lG_pIS=>y@{1Lm)E)gS7y614ks*nf!#p$z)6H!&+Ybrw}o6Z#H%b&~trTK$5%MSRrw@ zLhv0~sJ;5G4^m&IwR! z*92t$w{!qPqq`1+R0^y{;_hfms8P7X8e@3oMamJ&+*W?(9ABTV1=U#WHE9dUvqEVR z5Co4cyix*er`QT1;V@t5vRQBU z7FK5Q)`)iOp7*n=8vnNu_l4@bg}ydm*_^-1B*QcR;rxZac8HpF7nsKzT{7SDe;f~Y z)bB)&D|Z_3#gTt3R>1uhWja9?eVp7=xseb5vR90c~)M z{5%Ua$Vh&9yvX?!o12QnO5eqP9$$%!oY+E#3|Ab~V+{3uNiv!$Ynch8)E4zeiMLmH z>oM`)P7wTq5cYK^^d-s2(ZyYZfd}5t2lYj8*J~c(4|`zLgSI^+n=}2KiOTa}{1;+a z;DA>G!$g@qEtLfka-x}Sxk|Fc^N|{(j5N{8UyUu(i=G1J!s;Vhm}RmH8(wF}F9tjF zYQJ)H_2^QTIYN0^x{vv^SOFEyfDv%OsFEa%4|T7)MdDXaDu+3yohLe>9Z^~EL#YG^ z103Jn=uJA1N{Gz!1PNN=CW^^3pSJ_YIC`Z%o8df@H}WE0d%X{MLK~i$m7EYKUhGm0 zW~xjF6VO`!sMYiz2N$&6TNyaEpjbZ;`KU*3dv7w znL^r;*CX82b#W~XPP5e96fsN_I`N)edE#Og_t5KOezvq1IIISNxj)#t-nwoiM zPtDT#234i+zJRIxjhTExh${y>`~(0E$A+c@RK=;Go}{#6Ux2~s5k)VSlOMAYv6rak zrI#?&N%U8YlJ9_(AcOwt62su~^)}@32gKi^HTZw%M`TxD%K701c5>6mZJRV07HymJ ztg0ccxAo-OpJ2%d++V)#Kg*QDS7W*be6_}UTa ziSQwPTN{9V?NCT-=8YHfWS5%Knpc?WUfV_G6=Ona&=p7;{hw$WSGW_ptUJ>%UPuh4 za6g)WdW3)=BHCm?ZWK5WaKvQMS&+-cD{(hJ+2rVN7u!hg3G@;%Ps*|+mZOv@4${ed z^aK8BF;SWFpL6nt;5*z2B|OoSAo$KzdC^`H@}!f*`JSq@DwtP!ONlY@qktE+garZ@ zJwlQL%eClUKj6h7Zg6xWDlCp+tZI(4Ii2Y7*pl2W z!m%cakQnjEgVlU|qih^dgVC&abU?!kHY3nH`%{GIm-L6~om5qs_-dUy)ESS(jKKJo z`Bf2^c)pVTt3iPB;(Vk^UvDIXV;D6vDS~mu4l)j%PUJ0%Fd%2!qr8sIDcn?;YrS#m z8gSgH8>oA&CBVi|UqAi^=14&{Ak*eVgRIk7PTx6tJ>mmoRq;MxRlSpkYAd56CGWRo z$Q35(+b~!cev`jjY3GK(6A^xPi3tCoL|kl@pI73Z51;^`*J&UeoCx8IKZcoKwR3CE zSsQ=fWKM&q@DeRbJ@8t7qQUZ>GZ95R(Lgf3EoYS5hE`5%nD3tk+9c(3>jaLJ?!H zVtmMFG0jtIojl^&FxPbCg+-KNyn*5$uGt8oBT7>eMrvF`b^FI?akAAaO28E?KHmw$ z3M$lIbNSPlo7TO@e-?2W9w(L*LcB{etlJ27!%>;t?6I3PyyXAmNqx9E`mx*TxaC0^ znOAvNXG$(JZ)H_nSgkmVplLwm|M@z;lKOW1zT}(U!lc;4r*2=_Z*(g0n?h&LQ^|t@ zuT-8DUUWS3(jd-PQc_Yh+1mS0>*STqV}+-l>yYUUXcV&4o1ERoY``Ichy6F#@s#Ge z?P=)V*BG|uYj9u#7Q>+_Khn5klydMLCsNkkdtmMgH$!9D2T z92$j|e)}@TX~UXnRozo1!wrdy8RtqHd%5dgRei1-~Vc4=QH*gn7nHJ*%!uA_fA6!)%49TM>sbtBmj84-M!~4i)mOe@={XM?Qktr?XPOMZ3Ny%7XM(1NjkK7PDx?vesyEe z_t=~Ux0v}5ufO@>n{quWUdwOQRWpe8#l*HvH! zL$@WNeythe2-{Qs45^%KpGp7bqlMt=Slhm$Tl&?+O&z(c>tNxP?D-T1@TFocRI%1b zp}G-VV}hxFf(_fnXXyCX8`VR211_JS8zBzB?LET;+YbYHV`Me#d#s!SD&pZ@*}%*% zA2}N}j+xBND^7G$=*+9>eqocdHyj&+ZpAklX9+MHUn^VZjMUaySO zo|LM`7lWqBJI(}ye9E~C4#LhOrCr;`lqZjWOd5k6h8i$aO_s|(H)pLFquL(i^c;Hn zs`_tqQc-c*Ih^#29?6PPv;(1jvgiqFlRnSBdK1ytVoj>bz0tVYq@&!{g4Y!viTp+lJT*)u}l9! z`BgdK=GkiiRS6s`&jw2|iP@G-X1#y%50_@M+Yq%>)liV)z(hvaJ3*KAlHp^-f#{-w zns+Y*O=1=`ZTzDb%#y&MOZB~XB-(ak7yRPUnlIgz(D1%wj>Z6HiV4_Q!n{jDlkx64 z-QK)Oiw5b7v&1JmgpiB&5T2LwgZNAzX+=(>A@J8Gi>3t9o!DTVI9+jcG&w~>eCWjx z)37)B957+iYeTl-$1w?B^iTou%k7w94UEo3AHHAq|IqaA@l5`I{C}lF%CVxHQ&h^K za%OWXMPei=EQEK?TEnodLRL-{g&Y=gmh<_rm175t%=xf148t(nY_sjR&+q&F{&W3t z-LCDn?YefouIKalc-$Y+jX99yg4C@N1O5l(nv7fUs3t7-F)_GCb#%KI^TGV`+Ee!7 z5#NG%yK4^=!XL=xvzDb2cyDtU)$x?qtyQR1so_cTeh}wO86hR2e^TXRicdKkd>KP+ z44%G*m;=~G=Zx$ujy~Cext%8LjO?IGj9;$;L8N1U`VBx^Z$1h9v&zy9lyqYJy2b}k z3>a`P*t(GlUsD-RwmbA~XAOOaNYGPDc7`$7QSW7jmIdHC%{DDh%#!J25FIHxc{~%9Xhok5p2*(JbBLt#lxLqc|#8)r{CrU$p+@w zp2`wD^=~TMqjK%n+p4ZpOH&dFj%gbYuI#dIJ+!-vMnBD7l2r8zs{ff!40B=qtGxs% zEiVvZn}DF?58iMP4Wnbzp8sz(=Ug(tWtA`vproH0z3#r&tm9)b8}VMU2*!-zIC) z$)ZvSkI=+l{{-`&U0%%{e#AWOwPpNnQQ<1!w`()L7&*;aF6hARwRQHTS8f}Cf2pBI z0RXlIy0sfX+gKS%0n%LuVm~Zc=tp1kK0@@BYLa5#JK$1R&Y8IQ$M%etZik|v@kUJ zPA-zuX1&A}ySVjLP<{COvi0EP-{w$v!eTxhnJ;OA`ZYaaz43y0F_U8FoL?-ho=Mf5 zW+hyl41RJB)>8Kd0dGE%18}&`wQ`!2``Q`r>oo7IUcN?=aKf|G;9Tel1S0Q<+nYa> zL+sr1NM6yAS#XZpU=Yk*dV4njZ45nGI1)wO9fZSH4QDY;ms0FdZz!|IOoN2|g457nqtNsLQD*3e6;bhy9es9Ds zc$%bMX25Io+n#HD)#~ov73qu*!D#3#*ZLoW-5k|Q8PT~%IX&p?+{F|e9~$SmS}26$ zhtO^Qn>8jnyWQ>&!D)7H{-l?*=6p4?3bbzLB3_e9WNnr^%3?9W8WQ1duk{aq-0VSr z9LhP*Nq7@(|Jp#S+0wn}V@3hQy1z}&IvbL=URN1Q2(E@Ur46~*yf#+2{0{ASZs{i> z0NvPtr@VQP>;I==#!jSxp6z0jd)>qtS9V=m#NP#+mi%$-X)X|-Pvn*MST&CROONu~ z;=$=K|I2{8(=pJumqh@I-fnqQXaa#Ddb^fYmI4$9jE`QS5 z>xZlOqCip@0L1#Q9v=Q6I)90G=XXj;%UMJeuaVOo%**vB5#$}lJMu`{)lj zpUiV*udiT!Zij0vC_Eb)RI>)go9}_s21O?g<1JWu248rez9P_ZGlI#lmfi5iK#BZ1 zDLSSEBdtTa6Svb=f?%I{9E3PEHS@ZeQlC=NwREjioO1oT7t;&Bz^KB zL>Zh39#PpbP{{}6?_9l_kH}{QHRdozg>o)c!!1`f2T)OoB?b-p=HWJL;lKH}7I@Q{ zPG7FNxnB9@Ik7XVb-L!``5R9ZZ{R&r7hyJ*;NS+@X_cjQwXoz_31sne-m*7V=#P!6fxB8LYNk=x+ku3o?mZxtBsIB4Aj*#ZO#DBxWIio9!Y~e_mCUpobV;im+^_p#$Tg|##glIc!zuUe^ z=~29ai)O+-W-L9%{;~#*Sj_gjtUB9>*^6!%=UsTAQ>&f+ z0|oty*$@v`v}5Ofnu3e-#pv+IU9Y9%%GLQHM}ICl%KqN3^GBxm)028^rhUK5pDRgp zlZ!`Bx_6Aao%aaXiVX=Sd+ELG{BLD@uLPkWU1TSV@cHjF(a@pAes?<7Lv~z9aBwF2 zm|SD%ZTGzDpYLWrz(>>_36aH=`u!{Qddg|_4B527<`)A-ior(r&o`@IaD9i>>9OOl z$aXDB<4Z!wmIhu!UgtC$Y@}zLv&DL7NYlD;emeuGoU@g2!P1i&E8Rz1Y1DUHxA8?_ zZWW{3{$x@pu?=FEV_to3jr(W}4wr9N7n4rP{`NHWF@}_tuq7v@usWS}i&yT$N^dIA%zF_cndS zMCsqC+2n<9`eDLaRc-=!oA4w7)ZWg?#`JHDV_Mvm{bSHqEcB^Ih-34zk|8#n*N5vh z50>!E{KiE(+br!h%i*a4{Jw3TYg<%VNTxo(#1uYooXgt$mRWb8pPapqtZawNDyA>` zyWcy~x1dvA^WeNkmcwW6@guk*-ro^wpa{HIeI> zfg>;1_-U~8CvWL59JpO$hbH;pL}<*Mqs$itv*nP2>Q8&>qP2s%hbHxOMX=Ki{^RpX zw6Hsz7S&6H5!U@e`>E%n=VRcXEe^BqYQ>PeegESe@x4`$`{6q`Cq0jLAuR+AxOn_j zBOv#?ahi8EFI(C=i_5ILjd0JtB_Ex0tBwBn3YT=HlwF>QA3c_5?9RETN(?hfCGnK+ zWKV7=S&I-+&FCee|(|1!8y9%EZ%k1>m&3`03-pIpLGYW8an7SN!-{m!wg zz>!Y;{Ch3(f){7ct0Oot15O&zqA{H^wwTrwf@-w=ktOpC_?IjFtt}Eom8+H)9Tz98 zRRUot;C^-*9{=rcawB|0WL<7#5BTbh#UI?)*riBN2WST~4Dfh<~i7|C)PLmPHXp(ESJ(9DXUHx^}(lhqACHrWHb0>t&-xn&f@FU zN=u%Y?vWir<`hY|*bvq59V6tq@p4(r|JYLLw@28E*X}cV4zq_(&Qr=S zS~tpOmmBRcV-B;Qmd-hQRHHd((w?rmmTukFK7}1qWqUnzWE@N75JOYp?M*)om%Xki zCf}NUULqhK_HyV+=VNZ2?X3FkRT%0gXT3_52AugKdLv^d<;JJ%bd}NEVO5e#XTaF30bO5s%7F@kw2#P8iyQ~zTH5qyeivWsLizjrxQJq8(7;_MC#Ax zKnLXavW{*%!lxFaoApU7mEC_QHEM#P%H~g=i@P5yP8Nr)jZ;N4@X9Eb$$zzI`C(j2 z7Jgbdm9vrd6XWFbl%gN_lxO6Bg(q!GC)ub%A9~c$TZ-J2$Y%dRs` zcIHYDSkxcNNzeu^FqZOKIYmS|!PKm~;Ne|P@)a&W>E2SobPY6HFr&s#&gnK@J>@Nj zPOPmeTHz?sU-{D1y>TBv-!uzO@PT6k>+Yyd*Ygy0$=7g2gC{4} z)NBIj9d-dz9iu+3O=ONyz@VNu{BiL>1k&FTs6@9Dryh#k2%GFzL`5L@C#G-4`YpjA(ZCNSZqL@oofw05e&ZgY5>k`%oXv(mCaXk&G759qUdr`HHAP9xuX-d z8!Z)&(1FSbibow6GBR6e$?P&b%$JYzQNrLBTpsVT+(w?#l8t&p@z*YsyqGTT(BwQL zG1m|0C`$C!U$aT>;(lBYv6ElWQowW>7+SC6p!&W~M=_zIME&o>24x7_r_Xp#cM-mg zT!0+~O%Bn_rYz@vVQ7R;!~;Y1gH4x%J6Lri^LxgtTETtt7+}k?JrHZKW~4V-by|CM zuTq9w;*)4tal#9^4`dbIS3->PT*E=V`n{+!#Gy029c|u;t-&XV3J_!>jiA~K5H?2# zdf_F6kY?SAmOO-3uc2U`tT1}Y|n z5-yHVHTp70zhtPc9;tkgE0L zzCf~MF~MYqlABD0+n>L~ndWD`%lcyKXk6vc-eA;}_O(F+tuupr$%zo&O=t@ro6QGo zzxV<9^qXYL_Y^=xEYZ=uqXx@=1~D3>eSGY(InXRU@{k1fXgVE0ehNGYQp2^>H=zN+ zEi-&Y`KdndY)=hn`cPD=29?-W5hLx!((4{&{Lml*I=$f?|7sQOo@O@v)Sz7(@Xq!v zHGyeRjR=MAbE6TLLRzpI&n5|`JC5QkTzKg;!*xTN(uQAmNRM<~uiY4Lu1L^f&8TTW zotGUn(Jd9cGabl+-^>OO5xlm_K1ieZr_&lNI1>ek4QPvITJxHsAgw)h71{EeqO7Mw zQKIjBQosqm6BMUSee(i7SpcQjnv6E|VWxh0!HXkUbK}I^u`w^OKM90J(o4!U6ri%S z3}1p5{3uO^_gaA*R@>KN+(m59SkxX=q8Ak^5L@~SIO-;tco#}2Z{}YpcxoL)Y8&04 zn5=G~tUA&nvr`vY%u^|$K*|bxC$?ARyYZ;)P)a2WQgx7sH~PL?q_*3kk@k6`PBJm! z-6M3pWdHBy2T27ve`mI(`gySjsaH+D!~eTsP6EA*%tilgcS(Dc?W`u#gp+JVpL?cg z9kQWt$3DeMa>gh{RVGDI5^qzQ3ogUGnBeQ2sxFyvVt(kM00%q~=uv9$lWf!F+Av+T z&Ceo$*`6CaV64k)vNhi4Dz>~1DmLK51EdXbX<_fTT(Z9)%TxE-l}afpsqMw*e;U6m zv8(pu+3=%!&O#w)eo|5kZ_QEb>^nL4t~(Hjsw;vh?$gUZnSz~z;MDAb95_9XZ$kqv zQ(@C2cy1LX58kV{QU}H?L%1)i!%;Z?qOfHTCj4g42$EUo|jmN!vx>; z8H3qnRh&P*?bK0TbQ10gI%?_&nn3to2LI*Dk!G$@uAla;F0*50C!pCgvS!P4@TwRJ zQ0KJ1dxJ8$0s&4JGN*}k2nI8o&vYEDiSg4z!NTk*Mhg(Mz!qok?UI0HhXTDtO<_0+ zu{nuF?zD*I-bI??hi`T8(r_KDwAJN$902lwWB3)O|CM=x;UcZH1FmEl5FvKJ0;YaB z9X%cm-kFrvER#=nl0LytU_XI|uYBsIwBjgnO>lbF^y&0zKOAxtV+5IK@>^Qw$zGIQ zswU|CoM*Hb8MKNmhNJ|4=t3MkgScRj=$|FGF}qG9RT``zXP=f-%^5`FM%Cg&Z3jH$ z87H`6|JSJd|5wECTvfl^{?A+}bn|AiwnkwWnmU7J1^br+ z#maA}XAgU=#UVP|Zv^x3;QMCW!@}4L7cZW^*xuUsnfJSsC$Erk#XKVFJyKRba-)*` zck$$U`8ko|aTD01wCWp$Vf`L1sv74c?##M08((S@|X}2c{Y=lY4IO*;bW*y08^0&!08}jU0^c+|tZG zwf8Qh_SUhUJiCJstONa4x44_VoMy4ob-oX1A}EXih>? zk$`hEHP`aoUT^OHdel_c8Fp@lQ6@Voof^@K-T-_oW+J7q6h;SMdX4ETwNu);rqtab@&YXKnx`Fp)vomg~2 zx1Ln8MBf9J4E7#isW8cYMzm4t&1CR%vh3NEV9n^&ov*iWM|isQ&hPs>#~jZ8ZCdQI z7F>nJL|62kRiv`s*mp|82l^tnnf0QvK+Au6ucCL1&P0QcW~ko&*nNAPT^Cz<@L6ey zz4iJ#n^D3EKf(j}oMD5ea|S_wd~(SP(^#7Gi1SOuFVLA6#=akXJ#z5WJa@4}FUH~H zvB4vY+l{`Xm35IE7ZXx;H97Np9j+AY4WLhJcFq@;OS?&hy~RFF0=Fy)WS=|aSV@}0 zN6&57fG-w)RC_bsAzNH4nspv+?d_%`Z9UDIy7+<1)%gIw`?l9`MrH5ZR0q*){-?lV zmuTTuOV5)ElGl^|kq_7SLPR@LZ58r^(_~u8wcf&HG&JL{ue^!!@g{=*yzdN}KEl1% zd7qK&^-4(a*{5NZSscWNy@LEWhrXN^GU|4A4~HAxP+I%7<*3%ke!>XK`=ZRpj{`33 z)XmxKRg7E#62qM$@NM|~GN;^Kq9Pel?!VP~@8mjc%yZ9BSWL$RUY>9r*~)jmStj6C z&h@|RJasnh3fb85JeZW!P*Se61Iez2ebAdb1S(eA-k)FP5Ua>l?R;D#>aa6&yg|$o zhz-)#P+ARW?`eMdqs|*-r+R;Fx}=ADSOVR2d2B^4A=1c>GkCIcxr530(CK~VAo=p@ z{NaSwV@toj^WV_iSMNdpZ`A}2vt=rD#xvXQeg#izm2e>e9%juscs+OU#gD!x4V0(^ zDqkMv?59oeX0@YZew>P(km+k4SIFlyG5bRLI&NGXH>d7UEe$NS%UnhL~f(l5HjRL^e`BxDDx=y@Szf$s>92K?tSa~wEM24 zz1v6J@0t4|gO3Y-?DL$Dx+W-XA2RP#X9drp+r)&1$3MjVkkx-ok6Iax9a0e|#cb-` zLG9s>=WF?-afk4-HVabgP&01VF{DWu5LE&j(A< zW)wQv@Qar1BXL91M>&WhaYG?z_Fqx6v%V((Cno1-x&J%RgxsR#D|7S%O5mY*wfi4TE5zZ_B% zhqvH7-LVqpKC#k&XT4YpF4DLkVY@RbVb7?rlKqTWi$X4{X9ZZz(WjW zQU`tu+aIccV(kNwlvvW1ilRpyG*e$j2ffb~^u&lBt3{ga7zoLqR(P!7?i6LZtE2h@ zA+PuaFm1M^eb#lGJas_oal4lpy=OrQs-kzZ12;+vJmwG_cCb{SjTR{muh+ZjHY@!F zAun2MCr0Kdv1Ge*!|oIBUy61I>>K7I#vAUhAIy`odRc)};mc1E>LO1EU7gyhgtxd+ zDnFRdtT^1-ayCV;R`h=C2 zs$Prx-xv|6@~8d3 zo!I+U=T0|4lzVy6C}{L8wBtaY!dOUzn@K$Eu!l1|p1RMnV|1Ks)_u&9^L!|?PoD1b z(gOb9ay1ft+!O1+Rvq-fFwt2(o*6*oPsnM^9C^BjbbRaN_`IB8jaABBBh%%ja#8X@ z%l7wi5h>9F!^X={qTHCvn_Na~7i)+Aq$JLy8dbzU?~2?_w}6ZJ8>{N$?f8UbAH#~& zjII`)$@%PzGLju+LT?1m|E2V7iRmicQHw|7X$^b`@(moAT#W{XW{_sh*Cv^wBxNC! z{dwg|OHP<6S_8|u1ZPq-o--7Y?O-%$G$T^!&#m<5H#e9tTJ_+H7P;6q1D7Mc#G&p) z+5c)=iB_i1Gb4d0lYg^XwEsLZwm63UCPyscFZl^ehI0jIiU@?Kex#0)9JfLW_gKX- zJm`~?TF@=m44VB(ANf6_7z7sm9oBR)hF*#L3$?n^>}kHWGvwT6E3$Tgyjf*N~r9-U)XhLEOgruB5XLn`@fxw%kV7 z&3L=>&q1u{^9;S;qZ=nQppWCG>b`r+2R$>;1cXf@TOtW+8YHf2I(y3}9ojx!IG1)_ zvl+j2B^^?An|L5U*lc!9TR-gDY4;hiuU6N^A1rT=kS z-uJZ}^K>^^9!82oK|KW=KJ=O2<9Q}v3BSk4sM1e~8nTE~Kr!9Bya1+n1EE;~4^0%j ztf+7IWk$MKRJMOgWVRjD7*5#Uf&ccJeLgf9k;2)Rk1^}F6KC?xyGnHID+MC+OEGJ; zhX0Kk3R#Cd!7Jx21)gm;$3Gj^KN~soJ2JAOc+L+APGMacBSz&F;*LGZHtQGYE2w3m!K4%-1f$WLYq{jdaWSUMIvS2Y?P{TI|{+Akt**zQhj1W{=kM- z!EK^_(N;?dg0l<)Ym{Qsbq1Y{SAQN;<^mT!_L3S|knw^_XRR{F8_?bmY{FGz;9Rxl z>M43CybE(ntG?;Qe7j)Y_(0;IY!~D0(yOq&9xd$Gq(Nm93apE}<|D(CKE_`$!1*58 zk*9l`QapGx9efPp6%_cbT2WATbxf~pvxG#FWN zz&_1tFNP96yfUo)6*5^;#`+@OH8=V_kW5OzMw-hDF#?Xs5+DmMu~N?Wb;z|M}gb4zhZCG*+x)58Sl z8RO!6v2dZzV?k)`SJX< zSwM~6h-vLHNb6L3X;?q123dzkAJSf*mLacQHDQP}ghwU9!7@ZSz-PMLU1Wk+HoH)J z@aOMUp40sQo9~84-1R=$yJCCv`pK0u=LgI|Y0XM`D3O~K35gGdf&BtM{(L!j<*NR5 z(wywlpnQgrz$sKhAWZy1W%cKPlj5cOzcjx&e?a}fjax$d>Fw>lOp=xARYLe`)L@QW zR(Q<-CBgdYprRkN)pEDEPULi&aQMbUs$9gj=}*+d&OMT@G(mzs?HXN9|M%x8dAl>$ zHjW?)Gn%@k57=W;X47Wl#DX$(8qzn}hmHYGp9z@fP^w>d`q`+!i-eK)oBWzCN7sF~ z!c|EQe)4ml(+rqy=@k@=O^6K332|)>yOHvMunIfZ8FNl$@P(CN$AhNZ&25XXTplr5 z{#HT4i|cBB8uPf7&MG>E0CZ^f9ZX(0JO6y@gF@zo_7DiC;duzRM>og$QXbkr7OQY- zXZ3-{3JO9_J~EwPp|sXsS{0L5fev~pnVkQWGZQ!;-1KJ2soz7cTnOnhQRn|abiGW) zSaqwi7|6iQ!&IK`wv5L~0oK87<{C(XemY%8YRTIClL$H4mVmduzw&PJ*h3LM8x>w) zp+SjqJ->08lJ>j(vCv|(HIB5c5VBbg?Mwby$oYGN@vDs(mzm1lU5}pkt)re^T(}bS zs4rNdZ0Q93m=9+`TKApwoWw8fl|~Ha#`?t{g&dNWXpKUbVAb#&u4t*lEGcVYx&MaH3GqKS}da7?Ze9w)8uEe*BZt>d~2tNe6UOV=E-@q$dy+ z=;-pWihD-KW@a3|VIJCie z!uEiWhJ?Vk_{B5g%vq8L{DskbTSEnEH8CC0?w0kyS@8Z-)jPW}k zeeS+RHpHsnzCJt@BpH7?%BATmjTY89eVwY2%(!yrYTUoxL700l&o(dC>jlwU!TAU{ zVv0aE(PZ5Jg%#;k>7k*+CK2+lH5L#d+R}&iv_^Hbq*zuf}aG4GY1@^ zeAp%9N;_*+ksGca|9-W_QQ`QQ>J&~I$qQb&8R~8c?`K$hn{#Z-z+`wLRUAlBTrJKO zV>pW4U>o@MvYrT{BIQWMV5M!LPK@&o3CK2ZHoK6@P32_A@C}`oggdl4#k#$E&1sxr z#)XP4v$}p4#OgOWAlvJOmhF)z?=Zoy(V^SBnTlvMZJANW6+rY}Sn`FR6xZTdM8A7f3psEg+e_@AOu8Vy1kv5! zTL^znGM0MemMEmfCT_zXJ7h4f zA=GA*=X|tAK|MZ$FlMeD?1dAjEiuK}{*O^~pH~xDM+-b$JZh|7oT#hb9f|%*;^=fo z@eBStCZR(jwJ z#>rR%9zpDCifm^+#S0F%$$;$x#Vh@*zE0q|WWW#PQ%v#S=~~odXSh+FJ7V4Lp<4aB z@<*-)$J1sCJO-Ik9vepB_({#;&g^(X++?wISGJcDeat43PY5T5s`NL{;&Dz|)>l=3 z1I454&czrWXXjy@z1tj-5ERAHxp_Unl6k7mI3 zQD)s<)pH{GcV3;INr;!7p<12F?(&M2e5K%ZY}KX6%x)+C*($jbQMdf(Tc0F<y_f@VqMN)A(sk9mT!|QLdN0-k|?Xr9Y;Mzb(g(>k!6A(ULLLLi}HVqfZF0r4*4a zay_hkM)!YdL$a|7Gh@^se>uv3au+{Ur2Z-z%lip)?pXl1jD8V)F+}lGB}-Z&@9Jg7 zpH^Kj^R5*mXYGhs0Lijq?OqxXxrP=@RL*;Z#&qa zt4jWo^K-9WFH=k$%5MHiIw>By^7yI3^KgdJJS~jaWw**%iA1(ys@iVBHwr^n{A&l< zrJR^+8hj+zH?7oGt=mWiZwFrQC%m*cOLy=KAjy%fnz2Smw_Rd;5ByeFC2yTbV)(1l zgu3Mrw(FUXw+*7-=jyo-1w1QlwGDWtc+%Ze_Rh6bT52JqJ?N?3FWpJay4$OJvZ~}T z{w!g9A-85?AzBdRYY>UC;s}3QtNYvw{DKvGV$$yQbnr%fP(UhGsfgQ$N5}FxC(&nZ z2iaeGRZ6$^Q8wZu34RT-mWq5#*X)CVk;tUq1RbF4?Hu1oo^C3;PhbS7p$0cd1`pZb4H=I zS*@W#zj%6uth7e)snLjXsfQ$T_ulsy->xb7J$aI9)aA*$Tq~0<$8oLfLC{@xMymCz zY!kMUA7pz~UdKwFWIs#l*@KsG*XuK|<_VGYI8QF7_I_179*e%TMCRMY>PpBTw)N4b z%lBx;t9%V19$N&P5qq!z;u$V%G0Pze3|tUw%}X4%=N!x0&sW5BOLccBJ{vUMz#>=(<2Y2|Hj`LdIjLou~NMAu3_lu3PYHMnI?@SnkEa&K{& zt&#skG!VrYubl)kChD8=2KXJ8$sa{QdJV8UkSyrWMDx?6gluy9bpS*7!7c03bBk@7U>MB0bUH zbt4PTcs808*~Eq+=Dmxq4QaRc9K?^?xDuF8`uXt@C%VmIP-7Z;ZPB z9vm9a#&w87^J^^R|NA$Td{UGXKp8?8%Pmn(#p7b&J8*#=+ILZ^uqRltf+QBIpKiLW zfigIJ24Eq-w7+}qP`>6X1AN;%QN{<5D7NqCvxyWI#?JNb8B2I6(omrQT2c*Iu=~EEz)tQ9ZMrZj`eiuvIN#|x z7UiC(t)bbYpRQKUCrEhL&KaHS?Kl~WRa*Lvmm#^{OQZ&Z5@~a~gPc5gHrpj$pUAkG zO@byu?l4e}RagE+D=3`w%}GqAVlqR=`m*(jqUOO%y)9_Xgc0mw=<3$P(A9DY-<%kf z3JT`gTWY6-u{#V(DdLYRYR3DZzy!$PiC$*M07jpq@urT8O{mL#Gn#uugHyh?4Hf4= zQ_7LNr#d)|^+J9wp{+t{+?x{+nrSD_Y3=fk4sZQm(p~NE#kqa?Kwx;Ov=aTJ zrt8@3{&d=re-tGpda?k2;u)#G;Ls=9HZz^v+|QFpB7oANj1E?~?fT^~8YMZ>?!ikM zNbP$hR@1Bl1N?6C`PNJ5&^<6E^|Oh9WSOrpKy&a`NXmnZNAOG5A)+yx{-H0~>Jf~V zvu5xE!|8mxy*Sn9)=R$KUh}sUD?Ixk?LX*CruDh|Rf?)51zD2)QYbF-?DvT0%UB-7 z`Q;YV;CuA=t+I`?lg_mF6?MR~PsD^~56mM|&l3M!yXAJru2vImTU%wi(BS)iYab}( z)U96VfA1mi`|nvs#y?5JPxu#I`-^2?@zCttFWl!PisBqGfHKcV)rpjf|1fZi{?nhi zrYDZ@S*%M2<9u_xNsa`cg*uI;1xGZAG=jDV5d9V)SoI&pCg`P+dVicP+r2k%D-^eH zp7-ZCG@{X%5O7=W-@==F1mf?Q|5)4mhYLeGV?Xz*nW0}5-6Oi)Fob=mO5K(Vilw7U~I`clH2^{IEb@`bTVeCarOD;D0vCqUYEVQE0L}=+Y7$Ce4sIF)}C%SKy(vj|Fn6wmm4J7zNP?d?&@o2~p0vN!MuTlaMoW%L_=e7mX`;bh~!V|CdZCw!i%rJd! z93cFN(zp*s(Adk_^J=nJ2w&pGT}=t6z|We>XIGP4B>@p3_u5pyLwX$U38a-NE+V(D zCaXhyt>lAFTLKT6Jq!7;IaCqmG=BJ}6-YcPSPC)O!T8W5_|t--6t*Ms9&Ki}CwuD4 zom?RYtk=t;5x$zO4pNk55`4t@nCrDrjQ#ItH6~S;{tFd$u#=5h2u{u6 zTB;Z2VD@kP{9f32bto(^1N)!dTkcj2GxYjm%Rk8{LYHHCDoG@|^=dW1JdCf3w>#C z!vWEoX1$mF;Fg?^Py#z~_MRW9vXMG=_g~YWoR9aLK+TlBY~hFM!@&hPyc{OA!-Ukn zd5GEa2yud+TjJUg*X-IBhjBS8*B1Dndea-j!Mnrp$#+9}H5dOywZDlpa*V@#U}e`i z;eRqOuKE4TR!5i~D7q_OAA&;K#5bRB0Md-LwPLBp1%-Q-z62SoY7r%^$6b?mVC$d>6m z9_=cdC33FcB4HhNE{u0GzGb__zB97t{Cx4%_VNsa9p8|6IErp;pJQ%AChi@*H`-~+Z8LHzOeas+l-Ov%Nhn$NRx#k&ImuC5YMb9{0se7 zY4nJsj#PeW@8>309j)%nY#!cX*(i#`O|LCWo3HohVq_+pJ&voA5`2rb=qPl-kr{vQ)aE^C_f8n${EqK z?3j@{gXLGvy?tUrd3ByqgWtqiGRMs|t!J~+{ICw>TcwbY5ES5^%uj9oU4{_MPUhom-5cehaBYC zpn>8U>_F$PllTqFK-Y}3Op#c<&{e?)uU-?KJpPSe?00uQ-iSC}r1(r|q{;BraA2_( z?K8gho}a>pPn62AL0g|bd2?aXf>GCUv7HQCaGIvl)lD1Liu`o)Mjy4S8ycE{sP1pR z*spL;!DnNXuN_wNSY5iC0iXBGh?c%fWkWlwta=TbzV?b04uT3dh}K_y3wuGOkTN$N z>h)6CT|Xo*REJZ^cL~-vk&HdiK)0khUehNN`%-A(T{yOKi7xuDNTWPyVZ)ynxi4J|iR>Px4pgpJ6xl+7-hing^aPUOo z5~viRnUpVB$g1lHI0Md@yDOaIsps!-KA4|+_?ofK^akxT=vudrO+xf6e>%raI-feH z@G!q!&^w==E8&eLNEK4x@`d0WR6Z{iv>pCu5P0I8o%On`^rcE${~r(QPP6`|_+_XE z`u+I*RVSNjdW^Px`xt$E>@$|XJKlPFSfQND_gMx9ALC|M=FJV_?J3fJ%VM@( z6XDQA1nqG@eK=#iK>OM5bOtR)25RVbJ}_c4Q3m!&zKaXf-cwK7nyXRmHSqUp1oK0o ztQ*4J689?V*yGc*U%%nN8@x$56+(mdo`R&6p!IsNSZ}FRA%KymA9>dg6W=r3x7j>U zsLx&<3EkE)3ZhR#tq0h~ZQKEU=$E@W=SKmBbg{x-o6@Z;#U@6EKFhgm?t>wc@aAgY z$?m|a6h}P~;&M=EHtT_;FMo1eEb81ddG+2j$)C8aCeDY-%M=5ereQ7mFnjk6#ZcA| zS0BF4)`wSLzYHZ@-*seKF&-@4Bs^H^dH&#;ql15x?Pb{N11luYMVW zMfE|T{Ye*~%RYDH*;Ac{Yo%30V_YtzAK_evCXt8SrVoZS+G#l>KPicsNcMl7mRuV+ zCrnR`ms)nb@Kiq!&%FY8fwqQo_YN9@{LoSA-vNbpIhSvKPHzz2ZULAn=$;+w>pcjM zF3-ujvkC9aJqV$Ig}13UOrrkeNA8s44W0bp7aMTrp%hnFJEW7J!bg08&7wCPUr^jc zE)^(Taw?^j;Ug}U_vL!iTO1hii+rJt`a0E?)*o}bW2G=R`hpG^JucO!NnUXTkB{(z ztf!)F9R$NwYkckB1DGN28K14*FNa3Fheukz-%YlbM91BtYZZ=-@^4RVw^+aae4#PV zZr#tc)GUAB&t$xB)Ki6lC(|s|KHOphey-h8g8_M$Zbf5nU%}a(UAan_f)dWHv)>(u z5)7{^{(m&RdpOhoAOHWBP*HS{x!zF`^;X}|TtsZJNLs;_de`||}xPACT z(7B33Q2K*C9-cSsbp}RO8+-ergQoCq!=szCPsoe&`mlbRqJ*U<%fs>d1d8NH$I6I) zlfe3uu_59#M2-5{lezl2`lE3`+ssR0Y1rq4fbh=;i@Uh=eapqSY2zKmf=`Y8trhMe zL3PP$e(tNSW7U+U52+^ZnC20f^HXHlg||an&s#t?)}o3zli3AeD&})8G)yorV+_0x^XUKF z{YaJV@O58C6Zni1T0%A0u{;=DP6Z4Aw)KiRMWY;tuhn}1%a#Qm%oDQFcOznig`;hQ zy+u^5I-Q1162%WdxBpj=O98A>=k^orRB2z6J#e!p2(tqM#5T{wbQ^(JWjxR7M$8b3 zkb5tnrJ`1yZ;VmZQ-5kXImZGP%0`>ugSCLsqPB!jDyLMT53}?2W@;OWLs@FHY6Q-j z@-5~GB@!BZ`GS<^V|7)XOA}1Fy`;xM;$dK4vv577zv1cUf*aKPpy$7@f~#u#iwi5E zpp4>b|K5wKO+MwqW3F`I-80_sxtw#GQ9v7LDz>mz)0Ok5ajg(HYI>6;f2r(G$h75+S>NOnMSR4RO-mJq&OL%WJ>38B@XN&`3>lfre{n|3)Q+jF57a>gkkmDQiy z9kXCMZe5CE|ML+UWyjh5tuMg&B~bbbyM?NGi4YB4CiwulcwAd6ic8089c8yf7BR3_ zInVp9(yK-VK~5)Vys4|J=(hd*knaTQ)06Ai%L_iPMQdu23l~qN`j;+kdRmb6@2T;+!y8)W(Vr6T9ZV~-|_RvWuxle_FBL?1 zv%)O%6_J>KcGmEB@cn7mb~E9o|3-&kYCo$Dey@-?V|8Nv(?9lYn%C?v&jtg*k!OPe zo|=Z7*{25J?aFln$$)M6fBU}9lq$Ncbj6SSJ~i#@|EZEu5&_FZ&uH-Bn z%%vEu{u>Lmk;mSyYVOx_x%7SM;!@2_uy^w-X)ROa5f)$Y5kZtK+1tCR+~iGfzW4hz zCE@o8FYs6&;~8&rSnc;6`B+q+)r6G8Hux}k0x6gKG zQ)hLTUB_rsO~F!>4wr@!#KD*cP`GuufRGXp)m6Yrwl)U{#nA#uk%q`Jx+uSy(rmYrW($s%e8bB~g|M=;A zwdm+^%M^OVRjCdZ_%`ayCVl>)KaKz|j#?iLZhnwg;n7P`!XAgXd?RkobaLxJEXsUM z>Aold@oT{QEt#>>zqA#jN#@ey-D6yX@v0M$ekKl0)Q z2emZWbX|!39insddA;zn-7j_}aiwp9Ck6)j=PE@C1`NK|l&Up<9oRwM*nGjR-(6O* z9i?iis?IC&`ehuxWt#hO>Pzr1;49$jakL z8)G&ryUQ>@=M2KUSIKfVA!6S)$U=PEFB_;#TBK zcO>UBQyjVZPNg*BH_G{k)_+5(fxS|u8JEj~GPin$o9@y3Sfa9*fepK5z7fx5vdr3! z-bzrXU()>y0`DQA9d?labKhS4q%ueDoc6WbOY-{MFqwSsJS6+cu*5EpSFp-VbUE-< zHfjZNJ|#3)+>RM94jc=4l&ko4QD)6#WMsPInjCB+vs5R%Zt^ZXg=1pyIbgs+W!ZPu z>aK$TRS7DFLI8#`q&IfKCSnAvYX}2i728+cIxZ)tA{eRZU<={fH)aK~1R4O}6EDc=dVLdK#LbWpHMpCO*KRjOLH^43hwfnluAYdU4}7*oRD zSq`}8fxwKVkw_D1r_4va?fyo+`04zjth?nsGg0EMY#jFGVE6G(@%84>MZ;b2ox0Z4 z1iF(PEKOxAPfS-MxsH(Zo{3DoGG3(q1r>96Yi9buutL2i_QS2F-77`vA^QsLijOfk z-hZR9DYuMwyAoTE@rmyjr2052K`AM5bo4E_Y-YX=qV2q_)v-|VLSfoM@*(8za#8BK z!G8Alwg6;C>WrsbRdCz@$XhBOj$v08kA+5@{vw+%ZR89}Xp!}>C-hm(G~Dhm^-qpS z-C+-wYuiz1*I+#=kr*kSrjgj#eBuG`;|WBwI{ntE1^zNVF%b8LWWD$JwpvGv0iC{h z`CuIEs8vhqtH(;a;Nn9GUHchZpSQ(@t5WB!0u6?URmaKSK5k!sXP8>vYvROxHK;%u z3BcW@yvjyj-jB`FFjdu2WX|ep*#Pe0xr{w-1bu3+c%V}pBw>uv~$&e{*qRT1DcZ# z#_dx&+Litw0`YPq$NC4hD4sY}bXP6T)2v@NG4k;Pl7c#!lU*Mjvn(-vmy8=S2Ar^THfN&EEyyYCb0ETi?jhHPhj5fWvn0O~ z#EZKXWI_Rd2SHNh*x2HRtdHG&U%7G?5Y@uAy#{ny5%P2a%5Z9rJfi6#w1|w|$imTi zXO{GCFckeFu!`qZTKywDQ!nK;*Ls^1Si7CmwitjMO^2p?blVkF5S#qJ>e6ry}*7N*nZr!7^y;>{3BLj!63`G$D8I z7?|I&w22657#xI~v5a@A#Xz904yoaUCKp8z5LnmB0{GhXS$>X5?z&;&U~HLfD0|%FAdS= zdF@Jj38iK%mPR}klq(-zz;P*yQg{lKc48hM03=4Q`1DePSDq#>Onl|YYo$CG@OwkA z@!-aIvjmL}!F3MCgeu1NV+8XkXAuZ!0Ef<$@@1dSw#QS?>keooMxRJzu9$HprgUxr z#FrG$2+X25clcs~LX)ooH79{OPxqp!^V)nR-0o(&VSH`-49)w!{Q9D8RBS+! zn{AG`?_T3? z-^U&B`f4N1_ps?Rx>46cec?^47>5rBt($0~F`2-Lv8@=&qfp`ZCb%p4d-K-HlNGJj zbA0%VCBARj64M9evQ3i*fM$k~S4lKyrv&>E{_c7GjW3 zmqs#ajFMu|tL$!eCMVhri}qSEksj-|$|O$R?qe=`XA=AOFrq&eQ_dX*R zzsP;nwWdC1{q_is>_SYRr~@mHle9q-K1Z14xhXlK-eoc$$F|Cw2azr-Unv##_dk!$2!CByCwTF5pmk z3euG$ze^|;Nab8%@UKMuH}B%=qB2bmO8QSw67mB%Qu>>q_~ zHw0M9F~NdNY2fg)m)Pl}JXk3dbCy6G7O}>-ABu(UH7!(6Ct+`A>repFEYcBdS9Kq{XCC2Rm5p|v*oKwjQR1l zR;OxVG~j6-tr_sUaW-wvooY9T-9GI?ZQqS?dVf#(^zWYwyYaMC4VQ+4yD`kko!nsE z-yHWF&)eYFH%!|QgIu>)R22gw%rsS*;()K&*ItF#a!|V=n0kohg8NQ;WEUvMw346A#@k9A%o26Hms$UkUW#Z+ z$gELK0gC^@MwKA|D$sAG*9sc-A|GnIT(DlOOg?S>!sV(Dy7T z_opF(ibvc5QV;BcKT7RVyIb}1_jlTzCig1i$}t)x4|AUZZzZQ|b|qks>ZyQ~nQCmuINA#P($G0UgWb0MmH2YQw|%shIc1CufPsZEpfy(t6v>Q)VX2YKJHFjN?-vEk_%#b_QUyn}l<%Kx zNKr^ps{e&JYuZ@7h*$ih&!&3K*OU2@#63)&{^kY4lF*gDxiR_&z2)6YSe1u?48#F}+nzzgj$r-$ zZH^@q>2pI7t>>O^7qNZJ%*7_ET}TB!`_8iebyaiz*r5|K7% z?pKKy9Q-EyUF|Kot0IHs5%zxE=i3IBHY>Gnf13+uEB+Va z)e>RXzj7ZXlwqGVVQ#*I*WdCaNJzR-^Q4BtX|LO5ZC!r2P-x}kkn*m&+lG*x-#xL7 zRtzzJY7CUD@aJ_{SZ@B6$hBo{01}ef1fh~SbVB86621eSTv4j@&yXssGo*D#pAL11_Y;+Pe~j(mJ#wVc5pKL0{>~!t>Mez zPqUk(icM|I^TaJ-cxgTVjq%1QXEQo9ESoQW1v1&RFR@L+`MUTcU*);lEy9lr6a&Cb zbj+`N2(6=|r&zAf`ZjM!;!qDR=%{l(CjqmxGwNIMgZB_e72l$2HlX{j9xV7<)Jv1( zN_Mb+)!TB_o;|w7JTJr9N|vO^97nCma6F>tFB+L?#5S!yyH)D3cP)DU?*5xP1%E3S zeI-LDrw3u<49-#dNAo73`YgQ69QmmX3BKrp)@&l&go3PDcOQ@R8c8xf`hF8CD6SfO zdz^A)6*VSF`96LRk6Yom$!srPjupurv!?fQR_tQ=wQdod(Q*f=z1y3(D^F;L6ZUeJ z_7|MPF@CNKi_8JY3lm^<-o}?U*(MbXrJy@aB_rKI?4{!!2jEecx%~m2hZV!gan+jwu8_-`SI9 zY+;K*rg3;K>3q=df4rQ6&HhV9*dSYuFeaVfJou28Y>SEYKFw%u|CcwbrJwFbjq%wM zJn#4dSGiOUx;5oJVE>L7o!%yOnEkO@`U(h?y(%u(^q(#fuJ1}rKh2-ZSf>5B?vbaL z6E4?e8t`2dyWM=%mgN()528OQr5>|TxE^jVGE>ubEx-b=<0R$}iXMqq4Af&*zh7^C zHE7?~!yT1>ClXyihD?QDDZ-LawrCDDNQ>_=I&d)(waYigz;>H^zDhbVy6^lf;g(AF zX{x3=?|+$0`>NQAz|&5kC;Q3Y9OI}?Z*R#uov8Gx+l8xAy`Q(TziTrl4wkpSASM2) z3pH?me(C=4Cs*UR{&F`aZD1<*`Lb3nAUTm9@CsCT=spONIEd9D6X0(K;nh|ot@&Mi z%)1T20$Jc02cuetz^n}62clA<_b-D67Py_~ms`JBA!B|m0GG~jU=qocJGI%wyN4-z z3RBHkzZMTOkpA|m>g1gdAR_H)AfeoA6DIyg$BZOxiH`jX1|$a;Bf7*y8D-MXHY>D5 zTB&4|svJXn-fb^E=G{5WQvKo3%qKOfu1$phk|TwsR%q3SLuf)>SuXP&=Xrf6?9-!7 zgv_6A^E6+X4&EpK8nD?Y13I9V7zMw#*``0T0Pst(@`%lrqMhGfJdoTbeg$lE9-}1( z6njwpYJ*aI7wvr*`n=J~LkDME`8@>lI1lpJbov}QthAH6h~u!26}(LcC|>4%j~(DQ zP4S`)as`=B^w6<>{xG}U4-P`~1fB++Pom{^I+TzHM`tagnN_0Du9^=@vYi%%^^oi6*w*^Ct4 zYD>UB9Pzn4O;5x6;c0Edp+a98BIH*IM%LFeWxA4hJ(nMHmmof*;PVXgM2=(RTMHwG zAWiS~_T)zE z3^ql+SeBU_gx~w-Hprr=1=*kUU8ELib@zb7GKi4FORbMXGx)WqZ-8bFc( zyNC$hUV(Lo=C_=|GHfzJTfc5v711kx9HF+Jdhiw<^_DNbz&@%A13i%&p`vuhi+ta1 zhNbFacI)B~e)r>!oFkJR19CLLk$UEk8eiq;!6y96`JMb+Wm zhTYqpWu*ZR=yk#sCI`p02d9LPQj1i!2`+r@&RMEQLfeJO`~2Eap{xoFo_#7~5t6(1&0o!=UqqFW z973scPIcc$1k(X>z)RKyaS{6{*uQ#N3s+zlbjePRkxP7@(m(Q(Xfi6kOU-R=1NhC1 zQuFt|noigR(?*%I6qG;<|7ek46&OKqp?*U(kO>V&qu8(nSo6p{;9f&lgBzv6jXAma zO~*V2J6#b-bpWi67_Wy<7)YszwuO;_e+vkzp%bM9lhH}peO#J#0`v1o6hiMVv9<~8 z3f~a=x>ti2p{rQTHln3UeX%@Tb z-$h8g4fIG;>Piss#o(KAYU~Ch(MD~jF5!Rs2GVd)q?)+BjvP?t3IzUhblxwEkfc3&^W^T3GohXjy6&$~BgstiW`uIjqkg(v6ipkqFRW9A9 z_GSdD)me_}4O}jGn#ZnCB}V#otT5{qTf+5I9I$?i^f#4;=x&*DA|b^gt9`M*?~5VS z_iI<3t{vYmg@zA2je!BxO8vFFof-l;_f8=$RzWfc(#Q#P}8VVo<^4 z4)X6a4+%!ED^YIO&@|~4w8ZOvCVw|(R_XvR`gPp4^DDlGGbrHwT;ov^ao_;G!GAZO z5B$x0bb5jraMI8~@^m(Kem6&?qKdG_mMJs zT|TKu{e5x~koOQdV>g_|`@(VlB|3X@elZw6`GT{fM%IN+1&C1`wC5tt`*r2GuSknQ zoS4@y0-g7eqMdehxt*AEuaMt>-2&b7_+3a{5+hF3it(i^fxim5&|frt*|NS&F*xe) zE*G?&7`MUZGkQ@nFIs(T)>gDIQ=NARv`0?NQJ?0BQ3k=JXGVgp+^Dt!F|H_SU%In$ zk;`HCzX*PC=T{4A7Yh*X^eg&z{0rDO*G0VQ2CUv~aYCsK`xMr;yR0@qUybk-*fz#* zlbr|`1@k~0S6YtRATzm?6g}o(ignQBGiwe}CeB&GpCJ~Y2ha8TCN(`yTWCGl(WKti z{pxRU-yzz}*-oR0(^f+N3TlImE?k|n&oWOPM*VLdrKpLAU)0|x7x@G!BHWQq$kEi| zFlPPieVTY{v;G`AO>$XqlBmWb`j(bM{8HZ}zTox^c*3G*Qk$N>m50noRBILEXmR9@ zg5;s76x}9_%e&~7WuGfIh`H5S`Gv63mB``YJ;@7=;6&cXL&phB>HUQEE398dS2`e8 zyU=B4EoX(=9k5V_kU}=z8~4{*geVc@$%Xoz?f@utv^M5cPrL7GZICO3-`yipu`})D zBK^;Iw1}srD!l$1Y;ueTvT&iBRLF%=L}4@&a&-P{q16AIbhg|HKHOCr?gRPMO5htu zqpf0Oj>}vh%}%^=Lm@=LsQ7x}Y5n6?!+_ab&C)`pk0E2Pzksi#KOEJ(Zj`=G%(Hy6 zTQlns0FVlALq4SvysLZwzH7MFP{Pb8UAFWn-JSdI%W{`ws4?ov{nd%JW#}Ak%$FUm z6wDll)_x3}t^9gv`Y6P&g=`tU==A#Fc=&~sO846_$W2Ku6}H$QPR42K?}OD09r3$Do{EDXEQQ$4#H})0zfj;L1&NHW}PraW# zkgnIgQ!9S>=-N?Qvm&x#C*#6pz{bs~X%>1dJao;sf69vMJja(*gcF9Sy9{}`;}zXU zO;Aq`+l>m+-wKT{e+K@fr-)$2Z#ZbLaZXB*&8mKKC~&&PSoX9vhdx%#?4+8v4g$#^(z z;r1?U_2~2=X8u*~V$y8abT{3&1x(>pbAKu>YhLiQ?}NDaJl^8%?_i%;w3LpyYys`Q zYJbxuHj;j~wr?Oh^7SVD7sA(>6r&zO%iKI}GjrA}_+YO|S55tIYhy?af~((d zx^{7V8W%K^CbJ0deLPLyRz{#dZ0c%d4-P@!1xFKZuec|$ZB@EzliInC!4U#2WxRr= z$7o2lf?TM?6?C2QxQ}$H|PKJe-^lSX7J&+b;&jHKmxm^^L~r}rK!4rC*%v50hO`zcH`C0!C}K}wdXDb4~B@jF){bx1IE za!iH=^yR5ejp>wO&gYNR9{VQT7e@>o>n&`%}+bthR0ZxZVhmg{iQ%*Oucf<9VkaC!Q=He<5SyA?El5d(E6m!pOR zE|PzUoG1L3+KWbimRh@>{;$-RiHDDQyL$#tVl$gsh(Ua=aTaU?(P#KOuG1*I(LLfKaIO*Z$=rcpH)apA709bg{Cvfl(0nAFJHmTM~3 zNq5R6)YB=|ct;x6#cXuvC(vg7$@w7=xu%uMVBlOJex)$_ z)kYmUl8&ra4V9QOd`^p1WiZ}bL)O;=*D2LpKxGSk!v&J61q6#!6>>o4k8aMV6wc_9EpX8lOnH$=IS&k#JYKEdre(%jtO8Q@SbDrl3>HTMN6d(=vp&k}8?J9ghMqVswy^Q8PY3#H|(%DF)2$*W0BQg)hZRYTBuX?DU^(iPTFJ zh#!Z?9!mW!`urPO$@hTu z-CLG^UyR}%Vg`M?cf#PbWWVsFSMHd?Ua5IvdL7|mzIdFdNVhv~y;O1)-nWAc_x=Us z2CA#=CTT^BbC@q*M4FT_%=^`()S% zh0o2uh~l1|<86kT0pO)9p7JdmT9T(~R0K_k8y%27##B+-nmK6ECDy^ab7&Y{68H8* zA{+YjFE#VYF>cS>_r}?Z7ZJ7Zwpj+jSC;+!uR%U31R?$_u#p4OKjEe3MKB;!&_jr1 zK`M?hLoo&=8onIteD!|Q<4BOeRrz+Qjm3DM(y>sfLjV6^hK>=x$sgmAdf#tG>-~!n zWR82t-*%?Pjfy?)Q*lxFF2E&>V&mTn8gw5*p z*PtI?)6=)!8yg-Nrlx2D=UAGl@_D;*2uM0_Y6uO(QB^0FQFYs*Bu2v!x&g;kr%xR#Og((HUuu_d?NFetgXJi8JQ4O?uQ0&K6{be~-p_4xUDoTlsG8*+ zi6Xlqip(>K0U1l-7-$sAArsvfIu@!p{nMx$n$bbe(tm_M+r3&b=G8^{l+CZc z-XBAd9|@T1_+QMU-mkxH&mY<8&Pp{o<7cJBsqTKQM58*3e&dw`dMO@Wm;~7_Iufr7 zefGHj=iAXHFE6sts!FO5f-VbwRTeEryKCPMyZr@f)-U1kL&R*e9WpW>y|jxjnk|KM_vTJl~J3Cb7fq-ke z%w*bi%EuvJ4$`zc#o|28M->t|(^b&6x0ABwqu8urA|hMx%^Dke{VcAbZqb`1)GPJXAh5N~k!c`JBN1XvE(*7$-Ub=-4qlKOiG#;;Ri#>ZET zyM*7tp*BcVQqm>zgs}6UQBF5qK>mMXUhgI<%LUpU9QR&|BLa1XS`TnGkO#ULTXBIu zuZj*rWaVfX~MjFZ6dD- z{~N-loL-fccfe%%_eMz$$-c@!(_Z`y(DnwQFDyk?-*64MffFspMf zA{h?k+Uvchm&T&hLn6X&)8Yf~F9(DutDg8E9oqpM%SQ~HWno1>6abM`^m+pqY!w9Rlb{?lvHC3sUMusLa z8(!May}A?}+-vl}=0?6~1-oT{<)XCjw3zd>-76#HwFsTPed8H|@8`V%&m2S{qu|^S zMme5PO?x@WCpIy)XPYgFMj6BKR8lLdPB4@a8tljhW|G4po%25zqOU}-j!#wlzYq{SbjRFfHbrb%=EU5EzFnb#fCNK>&+yy%o|T$N_pnG>WR5CJBxf}daq{5shvtpd~w45 zd=ziQAD#DHt)g4I2wVSm1aAW?lXxH^5*F#!rI@g^$j*V3NhyC58 zg$-D%)Du%CINi!7?oB`b{al>6#>Ik-@#8i1ec>r+m&xUvtF_F^qUM?PyhRU)b__dj z5{lUdQCVut22Sx$_GW0Xwju1Nci&;rJD^fJ6F}Rfqb6V!;=iM7$~~Xsgivy9lml1`Dc7Cl7t!OLs}BDn zC`-0|$;qzPjx#n%J+ZgDt#kqsPpw7WdJAeY1deG=bE_ZlE{|@W2nZ-*HIMf-0ajR> zYs`kD%Reip1@{*kox!Ut58c41-c_Y}l0N}7tUG_;VbY>4Q)Q;@*H9w^Z_C6HnGH7W9M6>PBvmbseqE^vNHE?k-qK{ z_^z=UYEg(YZ{!j#r$A>R=dQRf?q3+Z{D(bl^_LsB*ddmHP0}{Kgu9xUOsdaG3*+6x zpJ%-EI>=PGy5W5J6%rM`8fo>d(D)T}_C%iWjVy zkFz$tx&z|FdtnC(VEZh~7RBoc=5EB#Rq)YOLD$eMp69r8*3hrz+|&g7U&=H!V4l=} zmeX)1@O)BG^<{gE8<_<2PqcdD?AA<3Js_kMjy^ek14=CV7wPPVF7-ldLS*4*l3HVn zSS#1NIS$0|lm-e-8EN`q_1l@=Mg?nIYGEFgaVF}v+9|MAC#C8PySA$aqxgLs0oO=U zyL@#h`Fx5*cx)MO@&OZiq%)wP?@&wX@*2Mv7gV0CpisHLr$fxfECgfV;k7 z*T%K1dcNAn&_0HJx+N~s7*DVuM-gqJKz-i6MD zm2_tvyfO6dP4VcPiE$&(3`i$y>k}+pSwTi{Jz2Au)GnP;z4nZ6p~)Qx3~8|4?*v)s zggGSTE8VDpJ8K%plpO-WoNgf5)rW*IYQ%lw;0fCYJiKW<;cnNr(lb|0r#i}#Bi=?F ze!!|Rj)%bI7h_~QHsEUABG47$U~zb%31*$pG5AKH%b95pBm8Hr(B&l}^96@NN^_ZWCsYAv_G67Hl&Txv{F;Wb(m6t@a9TBZRM6V9hL{#GekWfc=9K(W#`g;+1Z%U@v2QymWAm8FS<53 zFG0;0z}a}%t%g`fKdQENU!DpMUTdKNw#f2ac%!vSi$Bq2ex6|LM)inKRd(D+ub7i9%Ml+UYSmR z_=PN7U>3|aoPP;R?A5cUeJ*49gD()M-x!t#k9ZG#UK!1&?_~ezUZ3`2zUdul-A!Mp z-N|XtdFiiwLk^A3QL#QidUpn-YWrT{UCN2PSnTOR3;VzWPFchQqva8S`@o<3hyyyr zfi~&goLPxlhYSJaTd=;(2dVSvEUk~0J}BGo5bl>TuMa@=v(<(4viFu6%_n<={?~K6 zKXfn)zKq!)fL7EoPM=4a$261ARED+WidaaD8E-zguSj%8SVXBRp3Y(Q#na)6gxAC5Hy@6z#oex#B(? zr$cYeA-r&VZ%l~RH^z=;^dBD#g)|aw!XCBpLAE_lUz;AYmTk_3hI2`4sF>x$_MDOF z(tXjn{8m2|`%P9|sw%&$6hvp_bgSw|t1{ov9;<;;XhUh6K*q)2r4TSZN7`~_)^a-F zJ2(cx9NK&W4E(g74lm@iheUgh&VXiDv**(ZdaJ@LDE(0imUj`SA#2Idv}XXZJOIJR z&V@7`ot97BtJYdh>&Y^93;&3n`7xyd!g1&Yd+P~4U5mg-K|Z_TNs^I=BfRmX6}<7d z=w)m*V_Buq8&DW>GXo}H`j`9R5bUs1ci}S9_cqBZ_Ym=nZ5nv-$q z54eY#hK68R6IDpdrjN&MR-Lic>}=kGX+sG~2L#sj!RHieb0&-=OE!pRCJkjgwTvrj z@rv*OEN&_aTlyE*sTnd~b!d~|kEYtDB_NCcrb5G1?V)72!zknBA=*g!At=gQkwgAC zpY{1|(^E*iuv*K)z&NAEv!ov%+*{WE_2SlC*G1lsa^+Uu=e!8N^WDPcz8p%}G?m*s zv}v(KZ#cL_@6=mjZMqwUK|YmWrb^0_LyijFv##nG7x$pa`s~3=?*!rC^wfr8BWtXF zuq|4jA-HuET6R5Mr*MJea+Ir98)}K`T7DCS-7l|T&p39r+G4oFHAC>`Q#9h*L6pWw z3moK!gWS}U9k_W=WYP9Olu%pJN<7JH?7AmB`u$IW?_=YH%tx>pe@e_lT=$jF6shz3e|#5z z?3j@NJ9whUKzyqdkEy$OFU3vivkzqlXT!J_;s{IJq8iu2p=Kgov5h^{(=kSA2PgB4 z$Khg1;c`d#4le%495GzQ!>Aq(`dlrT=GBk<)VPN*e!zqultZO&yL*{|p8Vj$b`A1r zhfCo*`!_q~NnT(6w4t2-cUSR+yd)Sqf0mtH71YRYTsCuW0&yVBU0{#yYM+1O3T+gL+DFRS*~toId77(A4Xo#>+t4Y~qcp zF!y{2GF;QN-xzyEdg#q~8n{P}prA*ZJJ&2Im5JPl>cXVYn^L`>wGGUnsuX!>>^kT} zLEDFqqtNOD9+bP+RRuo|fCN6L2nOrr4?R^p->A0PUl-t<77{o&I8(hhFq>hg0^#Tn zhE&uKcKrwAfXauM$MS_XO9cbhj|mRdfq@;=*K)02_w)#ruF!d1?`imhADGPee^#jX zoJO4vG~c34@6GUjdjZ_=U-RON_pq&NiEvA{&*wFruMn9%IcQ79yQ9<2Ei6xk15);p zbeC%?K!2{xrRezAEZ^+OQ)j_laUJ2$5>ry7SCH6vlB3@>TlkI_h zIi<^=R8Vmp@U;BsnziPWCsCQNN0*Y`bIN3g@|}(uH=h0i9FOm)I(Aa9cUj0>%~SG2 z4%7<|bK%Wv4JRG~XBCG*;jjDWk@5dlfXy&iLZ7~YdfH?s&u}BZ~h3i$`3EB0%;~= z5_{e3*_S3)507Ob`VNHKv(NMtedy&&zIf>FS zUcH-r3Yqz^hc*@_&^98^Eh|%@4gdZ++hdczquf%M5c};nUy0K}|N3T)RvR@E)S{O* zz&g!BoDq2&)+|g@rVSQtN86_Gls_y+vjT$elp66a8F%Mhnp#)OJ%RNN-kv>f-Ew;A zFQvz5>v330Q+DnNBzcWPR_2!<>(1K_OyTg4`_QV`^Up=;Vm+fioN|=Y2aPt|zn(r9 z1c&s=r<$794Qk!$2)wD^=(B8Vu+;%^Bp|ai)(d%> zX9YCccK$`M+Wul$>8*ZS8yYTE!mvYu`Qn zJ)UB4w#0a2y;+`Bz7FKqI!0ovxan84OT!KU?6Vo4srfk^Dot;O)#HEdpbiwa*~px| zptJ8gLvj*WxaB^|Z2T=jHgi-->~*jY-FhsBP9iUg&?oPAu#HE@mFz#Oz16%Wt0Pas z2Jaz}7Ip+eZhzK!Go0Wpu}sD7`6n9XuqrP%6SU<@84@9n(*tuo2p(p*T*v){Os7?~ z@;`9DiU`PokC3&m5#U3icJ@sx&S})bkQNJh3jQIkqJrdO;B4<4?qn}yIu;lRoxBOJ zE6Rw3JM*b&DZ>9tjmm~bWQ^r>X&wK3HEBWOnrq!=>^;iyJBQ2VFQ(<}?w86Bzj{&c zB<-ah^?lDZdA~gwPcPm1Vy0OiztHf)?96bI``_D1=Z=dVJ}h@Gx%ccI%X8{tomb_y zXL$RByy^?oykG>e5y>^8?IYJ$64Jv%9f8niF+@wq!J zN^~ysmeUrdirZNN-}t&(gP6KM8>O|&b}rtA?7suC$TVgpiQqwuBUANrfDi zR6bIqIq#q%m?!E8# z^M1cxnbK0}ui5foK@2z>a={!N#QhT)-OW1%Uy0V`DA$YsJ?jgbT>Gk%3>xwb#pMRG zjiOI4R}d9-!u`msY)!M8l`HGf08^C%b^cS|ue<42l@7H>+ng+^X#Vn^g1CLqrXgoy zwfuNA#G|1hAT?)V0dwip`VnaW{jB(2RnFC+moP<-N83V6-y3HxheMBf@G~PWTS+YR z0;s~Lhhx3vYUN|nd;s$xXUs>ObD>W<|eI-*~ac=|mq{xbM??T0qu zN6*^}{e7%x{Otn#5nw&Ps@Y#LSY=2!ni&1{NxYG~NQ<{rQWlNsk#gPN+o=_NOh-@A zRK2v}SLU45yV9#>jVDA)j=o=W^`p!uwZdq8qy)i^mo`Ne5H{7g=vf z@1iebDq;t->qifVrpDmj6vr1b;=4kAM3%R|wU#353w`Y>fwd#6;>sALat#g0cch->)V*)Q!yFb=+W4VXe{fz znwgw(AzA&YvegnLHRtM-SHUtK7T(|O)94o?<&I%}u3&tZaWC$Nk7@G0*&GRozx-%G zOFDaGOmsOl$!g@PfmjH25F&3M38K1K3+7&fOL7U}P6NRC=+>TSqdV_9M-L1yE$&7x z#2?5aRHvcO8X26QI;j}})}?)IDs^3}THWqJH5iDe8-@=Q6yk(~@x<$#+zJzRLqRk5 zuH*!l2md`V@XAO-eh*(Sd+O0w*BTF@pLhFD!LKf-GILHvH)z_M+t_fZocGJl1I!-u zSN0H;RTJ5nfMzx)Cvz)!L$A$7Xgz;wF%QsrEC~yL@_4lWEay^la=psNy8;bx-^c^5 zpo1nh9kTKGgyME>18&}3wv_AEcG_ICa9GDb#LCU9=WbNBtP+S|G5&Af!V4SZ;$l5O z4DvQEE*%2kcuT}pG_ocQYpf|?k_r3)MzZvE#gBa9B5ojgcH!8k_4*ATh)`IS;}SfH zglxM1QTNXkgjE7zhvysZ_Fq>x9amg%X6DUcL_C(8#>+r-@4t?_6W>M7L^EqzFz^&C zu7>x!+oM%3vHAN1H;G?F)36)@(}Gf|dBXWRrgfyJ<%%IEMsI}c+w=*4&3V-6P)L!2IQ`yOw)1tY$KiXV@~v~_ zyZ;zP?vJ$mitq#ULw;{DEj2XQ*gT{B8KTc-1VpPJ_1}AV+p@miMU+YvDO2Hx5&Fmv zU8~;Loy+i{ZT|{PE~4e6`a|qqh{CmBL^P|Y5`DL|Y1>kKw=X{NeSsJ*-(otetO}q{ zpg23%-a)r9=UcXz9@gbP+XAYSO7E82X%dm)xjf{ArO8>r#&)_CXkLlfe6>sg%mH!* zxu(C6%JOOzxf}YLSDJF?;>YP@JBpm1zQvdC%k93^zhDweG*`0n)_>K5h3xok2Y-v6 zIILFjlx?1?QO&V>im6&{;kQEiJzv7+LVqdOJO%f(SUBgmQjNL&40^4yRo)D?*(Fe-qCsBTsgjbTw=g4c57a#YHokOYCQW zUrDDG70l|_p`OeWwsORnBE~+?zJ_x>O8@PF(^1;jgdbzpQ;q~<4Lt?4vU5QPBku40 z`$je-sBN}D8i40bcif9Iwy|03M4Vi-O%=Z>&Me$CKK(QN&2G{B<;6n|I34S?%9s<2 z)b`z`F7hpPqvI&+&FKG@>&8eYdNdqF$Ehk+7ha*qtkZ`SPYj3n?f_05IPNcXavCss z;@{sdGve;uyv5kJ$&3Tc;gJ^IZY2R5A+uTZtQ2OlC=QMh#C@Veo~Lti1GOK^#Bc0$ zKs}4e+2e~1^%PA~R-dmOPqqY?DD{y;`kTq0V^Skmt7Jq0SW6YRn5M*#*t*#qur%A8 zGX)p)Sd0No7sGNbBMeQMzaPYeUkh3ruu*1C{<|@zu7q5^Dy3`>PfvlG3?shwb}BWJ z?AYcNk~gm-{YyjE^6H)n=;KX(!Tl|d_~I$$)fn-!{?@HAIJBe)Sk5{_+?-cBrEZJS z%I!(s>acO{oUMm{{Ch%R);w~;MU+F^mAoBPjoxS93t3_MpO4r`x$ ze(Y1;FsJ=YSVTL<8=Y#RS`4&mKmJ%pH}*MHc7Dt*cd^1S4!iP=LOA4b*(Jr*7yAl!|Vw~=CCj`eRM{dXL)LYHBTP8&${k4pE6CmS&Vqx_Hzv*?L znhm4DAsw+a@iI8({=Wk4Xrg_|apI8g+DjM1e=8XZJlkP<-lid!yQ&b#^_1qco-|~R zjTthnZKT6ZTrC9@Ut>~!z-Z%%KDT4CHqg2@6XIKA0xY^CL;TJ-EV<)1?5Pr}F<^nh zHI^)YO4w{g8#=Lbz{V~sydrLh7?BLubqCsnlm##Y$1!AvG0yy`4Z(X(U=Q&k9xs;h zCii$bpidP8tVV=W#+!$0a|*+r>DWWEl7~py2hB-_Euxu&+-t-g_z5FVip$RhEl-qY zi#c1Z|BdcTlF*<9r1l64RWtT3n<=z%-m?$9`W(=7;%WrvN)?)@1}}Dc&+l5f%DiB36*Z%_Sq!~N z2i;11R%7lKW0#(=FhCk9OU_|HjT zQE}4di95jb=d2}Dq}{NIHH$=`{u=tAu`!_E4*K)yFrRhZffQkvldO1iI>N7-D1G%^ z2y|}*Fe6v@y~ZqLCasDt?Z|aGZarP5!9zI3F;uE(D%bzEs^8?^95bL__qTOacL*xJ za!A~7z!*yT3Vr3X>iNci9-(rLfo8571jKJpNRxD;EqPz{3NJTMiyA^2@>%s}4EB($ zeKr~lt^;E~Wk%RL5+3>l;!Y$I%f1oc#PJgi!oyoTSdTu1Rh#xU`y)Ozt=Kzq07Kj* zv|?Hz7?QOxix@=DdUBR97En^}XQD`cWBK==yp!j-7RIegw%+M^EP39VXg{YG`_Q;^ zc|RpPvPPI{6@g(R{Gm&c^(gU z7S{;wM*ZQt^aWTR&EEfO&b97QhSB!w9;gEkuN}WC<(;uFiQpk5fvv@>GaAbgV$pIJb(TDo;h z{Khn`FwEhXV~9hC(>Hz`Nl)BCSpgk~!V>FfvEg)0O=vFF5o=>K_nPxKj4x7yW?OCA z=@F3!=Buq6{RS2+Q|(vl)}g=1k$}n2(+le_FY_Bh|IT8(G4XP~%Pn4y=apd9=~gpzs}ajoT^Mx`n>NXCUzn>)Yvj(% zv&|ps;8itM9KsIgr=3UOwcMy0w(3sfjNp)r$XsM&j4vrz6Y=a zmg2z|{Kx9K1%(ZP&31&3jZNON`4ER7tvccx9AWwax$xPhvS52!xTt@jc@RzX7DE;W zAspQFp~vpCa^}l(oRlYc?6VdAJvrsony@GE0Z*5g@F3kkt<8ITB7OG`({bBq)6PFQ ze7XLJr&}XzkMv)~{V>trxpDF_%0cu&`sxPCXG&rZLIUvJO=1f{O2aNutI7 zLwUV3_172#xUMvOKQhqEJ|V0uxiVw5NousF{_my))=pu(pzruCvnPaH^t%Ru&pVOv z69zl6m$G>R^(1HsjL z^T+b8K-DgYX#9tWq40}e&1USBX0CtQ#q+Y<&hWI`9%gbs?CP7%fQN6wNYzmoP1}DA z^;4_sEeF?QRu~8Pb*^)QL$-?*MQunQol3FbAn)$opU^uWf6=H1H$ywu{=bz7flOt6 z=+JoBf_q}ObH~fu|5SEt)qZ|J&H2;`BW?GRkKuW=*VeDqGDA*x_w1m&%7{O1;eGxT zeM{HFoWir#l4_Y+>aLxKn@!_?Y}N_zo_ege@gL>hMQ{Jz_2AQwT)etsbth}5s%2?E)ab*f<2Yck7YQB z$x87zyU|gT=niRue}fR+D$zO*fJt-4;jN8FA~3BcpOzW^%DVCRhIw_kYaFrkaTe3D zQz~h7aU@KKvqa`De0*4EAJjB~QU#|V=Bi-5r~CoNvn+B8Eix&sbS1$5iB147X#!jD zsN#ZX%&o6sqB6#=AKVGMQ06RnM^?_5J`|B*2ZjU(rjHq7ebXnr0kir#l@e<=4$dGog8;%0{4;ApS_)~H>)$P zXT1&`JBZrHb z#o(mXv3(uJqQ-sSN)vE9yN&7FY~&tg7IgoD1<7yPrv;RMI#2!9lprWOYYEI$qJcAw zRtd_$V6lQSVdjW&W$%D8dCsr1Md!u#V0TA(VaS&Rc(zVn1z0x^{Iu&$HOd4M^1NwQ zNLyZfAaZp;Y1d2YyKYj8oS9-V@;!x=X*pj zd-hJHPahk)R;Pvr@_p_@`I!2eskhs6`=+`FUc)p@<#i5xAkEG*Q@HcYuSc3!5U8#t z`qtp26Y=nSCV0bN<%$p1_g6AvH!^5l147pP@Y5)-zs%yx4np&)ESx0sR)|;dAu7&u z8qMIIW!ORQbIIdid!|-@Ayb2cxmezNrn~>EDB%? zjkMO1A$R`R=oRrCReX^xN64QnOEIk zH_Kh<8r{niplsALo9R<D0ARe@}_aG7b)E@Ops`U6;#K_0Ba?cbOV5D zb0+&sjEtSOJ#oX;hk~K!&^GTR7nGLk@ln%WeQF?HVaHqvE8QkYh4J`Z449#U7=La? zQb-OHzR&i~TY8c=&oDF_Q~W6AoTX2#Fx*wZ-=@6qE8lr>pA>VSz>_;M)t!C1k98-! z0)Xdclxji&Cb-HOvgGO>>i}zw+vuF5h*^iBcZFf7o>pkGi%OCUDib6qnBe_Mjlp7S zd0CuAx-JO0ph&Bro3k56w=UeM+rpn6*~$c|zJSQ=eM@<>bz$Pm7U9Wa;Od@lHp0_C z;K2R;boe%|o%IXwC%MmJ?4D;B+!o63UFm>awt_?WfqAcnEer@yRW}SFn%lDJxBD{` z@&a>b*IJ&_HfD<=n=y41>h(fodhDYA_253X#m2D4FG*MRoZ{Hd^~S#z8{p%=@aIfo z!K-_6tDWD1P!4awzojPN3a|e8xV)v5?>|WS^m*yr6>O981K8vJ=OJ}dL5Nq}Wg81# zfypln{QMO{-Hrho>Gr{bGtF;!9#ggpZwry}rZI)!Bl+Us4_qgXEwaQWe`U{ytm?vp zD0kPZ*`0R|Qj8nv+HAhm3L1K6P;UOiqVeM5GRUZ6Pyn$4O-A?6Ctvzkfrv#bAIt4K zdFeYas{d-hZmiCp1C*I0o$GLwJ(VG2QRDFE$Jy!m#}`_tvZ&LVvxdhP*1C`PaXfY_ zWB2JfnMN%!x?BITfUVyN(Mx===f()+T9Z+f2`T;DCPwx&BI0^U{Tz!&jrS=nT1bLNo)M|}L zIk60042^0ss9`_#V05&q|Lc|s}U3>E! z<`9nY8xx-IGEs@krDZq-UNEy&R!OdceXw5d-Z&$C7rQb0{>>+RURK@cD#18z^`p&i zGCgnc9x4_7l}jTlXGt2s$#No4e|I*n2j9qri90-1~-7gp!gv(Q<`BBQJaBk-y7Lvf2aY znoW}YuP5ZC6a_3$b?1g}-}0~?vAYGCKGJF9-8S%hdjOMjPl<3~q(H1-ZoB zfw=;UR2b*_vvTwvb_|-$&)tF2d<;A^&)b+cdxd?{szaQ6KSAcrYc^`3QPEMG@B>qsND1UfBKbB(U?f8DV z)iGspyMex=G^_j+#LL$<_O!fyDgMn8g8n~29> znR9X~=!aqti_V>SO`mz2>+gTRbwTHsZ zwubZVB2`=Ul4S}@gLi3I5Uy`c^0U+9u)p?Ci1X7OR|eT3tp>vBlf7>A><;hv!D;We zLUZHm?*7-w>W79FA3Rb3X01Fm%r3!z?=SX z8JZhNFza^SbrVrtXc}KU1&(Kk8%T4Yw_njxEBu&cUaJptI_oRZdUJ5y zKvIaz%a$YvytOgaA1mU07VPalp?y+X(k34jLL2u-(D7=mZq#&(f;4aA0?ES*s#r&! zscK8l#b`aoEb#)rEL zRPJ58QR7j_T^Bo%)7apc;^UR(Zy!0o#iiEbh|+c_xcH&W{!+_MNXbdefgmPh(G+il zmqATC*tkC$T~}dWQQp)k$t#a2BsVW4nzGY4w8g0fQ})M{VE0bz#Y*vsz#BEYo8xh$ z9_wi_?C86K?=I{u4%oWxo058uBl$oFiXXP!$p7~o{7}_2<@?!i^jSN%eN~HU*$?}4 zdk3K<)jj-Lmkll3kci*8{5vKa{dzIwrj*6*Sre+EnhjQ(_%|)@Iol)EQa9!K@I%|A z`i1#^)ae-A^6vF%X_LTBh{?ux!%l(eL!wEVmk#QKWe910+=w^Ynj4P1G|bpF#t`md z^>E&Y2j01p?0=fNB0f%Cf9*|u3M^BXAz&!lwX{1Ujug2SQN=KMdxa!7Ea}q8(;6C( zkk_$?SX_=ei@PMpS}aFk&?_0<02)?(R&j&-;}~Bk4BODtC!!urQ0Bwt()|gr3~!I} zUh*LtgX?;AJ3ph4Q{yAuQ?#**cVXrQ_^8pi%HYKrkN@t$oJkj(>x^VMqFsD`;C4pw zhh!b}9|r#dc$51Mnx%}~2*@BRQCCw6&|sm-cme$~ciGGf$u@U@H@6k296~Xl*Fja< z>0;7|5o~RV76yi&`d96A_FMfR7=QM0vTS}@Lb9Lr{JcCCb^R9Dish9Jg_zT-2@ncH zbo?>q5sHU=lUxC!4^?O(*{O0X=DJfsxjfIzZ10$Mehvyhwoy;?PKuipCv(5517|$G zQEIr%-++BwXy!J4`@@~ovHTxyw7Z`ne7W&Po1<%C4wPf=7j=z}{+hbJ6X|?Q#cIjR zt%W_iP2}MAgWf3@OMk?ljoOArd%qO&XSd;5g(&DSSTfR2x9?$`j;wvy+!@Hd_0r@> zH9dddvRC{vqf|mhd`p2Ci=_WQggG%trPD~uK%)wm{zUHi)OYRLDjmZw!-qTaow~wZ zYPIDxi-MA)G!#z7#U*6uTk1!eP@ZAnkNZq|;GUY+H;1h3G}F|M8|X~XJO9UF?#-ZV zf=JyIL|D=!6e<&^TS5yMTLXSSod5`Nacb@z_ZgR(m`bb$$Xv-fr!q6jsU#(6$C%Hq z)U3z9k(&H|rjYh>UyC9PmwREzc=gQ~p!R(93NSlCIU2w43Q_lca_gOBs9d1og}Woq zuY`CJIzNH4o|+G!7kxR3D;wlPiFFgi!(<8y=xf?tzcA~sP8?*x6Nca^L~R51l6e7T zFPY(z9sOa67t|4~tXQ_q2ze_MI#}=hoMC9#k&DRkf*e!q39TN}%SLpBGK`E2jC}>A zBT2Xh>mbmbv+EUFTDk73f@??CdD$H%pcwHD-CJX=rS-+{)?4Vd9}SEq_4IX&aGg_t z=JQqr*JE-@pFXiDvRJ^Q$?X;U29if{<%t77H$u(wlwHNaWT}ZnTF?b{a8mY)Ur*tl z#OBujR%?-G+Cl*Xq?njR%9R;NuQTzW{#0nT{V6r3IV(dQkVPU`}oGScFKo5Q>A9{319Fh>s zuXFICDF+QHkt@9Gphy^H^r)79djhfi{$w+8JYsgP0BtZ!s-I2ljLYD_Se)onK_Fat zi3--`l6$SuCjsuoTcEQ!J1Ie?qqA|PYimxOYXal?7Wc%EyPu<}oCBv4$Y=5*+(W0+ z4=x~V_pD$`h)y4FIHC8@mJfOTJQ(^}A}xGk?Vb#r3Vt$-+({nq`fq-!n6-DQ!?@pX z@sZ$Zf5<5pt-@q!`amBbkx)9#z1WK|=e%79o?eW%^|7hGIZCSSxGFUn+|=@)k4BSZ zsz)ElbFey~^WRc~!OmUWM4f#1YFqibrkfogALQa-W^U2V1-Y8FRbIKo-R)qDx}cqB z&-*Zdx%$vN@k=XcBP~KARgWGG-1^a{`ZtI6!&~V{jA^Hnexg}9^>nCYOtLNpX>*s z*Y}xt*K~fhSSAkjF16_r*TL|65`RcGI4qqi}AAb0nJM-i_Tt?cuPT-Lx;aI1)AO zHw+&gg%V}%rnJa|Dm+rr2Jz2V-Q@F0+RU&=slwICGmPoeUC8h88`C-t9fXo{+R=x? zf5-H`^At(nUL7kWO4&@*UA|nDJmA3IDH~*Zq03YenD24addcZ*7mg-Ro<X@vMDh)^ndIw2kPG0SldV}F3l-XW616@4>u{u(5EFn|J%^81VtdJ&IzJJFJ-$;=r_|wDwCcL>4IsBT zJtD(cF9n;Sn#%7 zNjt2Tx;=!i_!K$4<3!T-x&PS`6$=?EZ}cH~b6G@U*X&Xi?X@xat(><9gPcI4h0p#p z=J4|`>r-a7WjiU1na4R6xCV+xjcM!M#+2?BV;W0+6L5(W6F5V}0j#iF9qM9&AhBW0 z__=U3dz5mbqf_T$EIDA+(ffh8!8quSt_4AydQZhwJ(P6)vM-&6Q!iwk&1sA zTD?M{pTFYuK+nM#2TRpu=@yK3ql2Z`|6Z~9FEQ1pTEZH%b9naWps+;-XwPKCnU;DL z=rerwun9rk8SuX*LJ>m8Liy#deW7S<#RJrfdfkfm6k^FR2KGBVe8xHWfh#Hh!z5j+ zsAT>_!uDA3-J8D~>Z;xgb4%Yd(C||$+@_oSTkrXowv%uAK2v39Mqllaj?&S8zsyNY zsp0d~7!ocgD){32VCe%f>Pwt@wUzXYe{LevtI97zu~XR(W;v%^Lij0?Sr1jZG6MZhG~XF$7bN_8ctv=wo%`gfgH7YjX-9i1Z@~vM1@1KtvDMcV4%JX5 z4ETSz1`LQr?CuDQ;ghjEvs}i-o)39G>_jgg z>ZXyqICHr$rCD_$ID2l}eHDytH7x5rp{(-siG3iJ`>q>kViW@BC{Lc|N9|iW%+yr%B}Zyn($$|-AqDA5g+L! z9G~a=4CVvN?S$yX^GUFV8bBMuv8;pxbCR4wf{au zqHlLX)W}(ZUM`BuKq&vel}W1{V=*s`>GiEsAn5iIiaW`eo%ab_h!L@1t^qp6Yd}{(;B?YM@LfPT2s0dW6{#NeHWLdpkbu|S;U^*Lh~{%sLVK- zRX>(^8;o7&V%Q1GN)!htVt8o*#hl6^s8IHW;zdj)Sz*YlKz)m_PpZw=H-)Qn?Qq?fPLq$R?yBq( z&G}~ApgF2Zc_1)!nF0*UvQ(Y5`M%iTno23diS{j(+zI;TND)ENtM5ge&}9S(u}p_7 zingop*P$Eqx0sM?rsn067aV%UNd2&pEd2<@eAS1AWasS1(rI%1Va^e-(C@E)pAol- zei_T#EFm@pF*i{iWfE$_PZEJ&Qx^|)pIKrwD_D8ZhZ$AKz6e=90x&Z+Q~+y6b{w#R zY#-3QIP9uB5mL9jtup3ix)+DL%xFeYS3R)dzu6PO9}GGi928CiQt5|ZTvkUR zsk_X@Dim6CFC~jkaRdsPO-fkA-dG&*9l>P7_wC$X3AzEb>L1B6iAD2ciQrxL0m^gL zI^rUVbc(nYwJNbPtX-KW@4@ovXC^XA7&iQAMRi{3*qb<_gwc5^6el5?OudaBxC>I9iKfug=kYJEC{8V{kc7y!x zjYC$jtUM&qp=sd?6pk9@yDhPfV1;sR9v>=jT~5tC3=;t5Du8i#%xPX+($(z?rhsF? z=V3hO&$OdwVEckZieOHXQT~)serNjzUAZ0phA49T+;rrOZZ`@~)ER^CL$OU{QMJD) z)0#I?F-*bR4W*mraj3pivce)~_EEdEQ(zAL;L^R zUh3fX_;9kqrb7wxReDKnaf&jSziPkanMS==$K*E?@%2t@`jCkflD!gXDrFU6cD7lp ziGXUr3ck>W;)ZmSrwVEM)?_y z^?IfEZ;$7`FS>a(Rm1Di!*F|Rjg?w^-!hab;^}g8aPoi8f=r{|M$+&khR{QdR4HZg zn+Y5tp2VqRvxm~+9-~72eoufP5~;p=A%Sd} zpnfM}>S1B!<-Enwza3z0uuz9MKD$l6%-G}H>gp{G-{Q)^jc)>5< z#naEUoHb~DV_y{=De3^ki1WzN9eg66+C#g%j~s8(p&lXgeAW=1CFv`F-I3YFDsK7} zO7D@vx_L5*pzs|{KSibIJq%eh-+gOmP042LpW$9?EkxG!4#STxo_0tUuhNEAV+6NC z4nHbk8*)Zw%_sF_{8(N_PPD@cBwsUMu0=EUCLW-uTMlvwb)#tN-MLo&OY#U8cCe%^ zy`s3IQ$ia{eOeP(hM)Ma0_CjU!J$d&Ler<1cgWB~#ZODUk*j5MZ=@4~v>ig^jgrx; zWtThh@5DwZlqosQJiV4+c8AcgzSw2WzpJ3#Y*Z7sj{H;2E~u@nJ|zNs(SVJ;TOrQ% z&yL3m!2cPjNuXtYG9CPti`ia1u(V^ep_%c(AFKAlMCoPVu8zX$mPzr%F_yj?G4js$ zXs^K406prXs?m%x!Ha&*^f3m6$VFLLv`lqCbdMxvRtS$C;}~~OqCSgZDtSqx@?+U& zmvOWIRhc#ET^2rhQ)zFOV5G$CTRGonJnQ9+XK$XrJVPJCku*spd00(!oP1d+$E2e! zUVQagVY-IaiI{uW)jGhYMewXN9o@D?{dpxe zbY~2!_}@23u>uMBPG~C~L)rQc+W+LQw=A9kAoDW$(z^y=svFxTA$7QR&skrSZ=12c}i@?nRYW<-m(0q7u{1&A;Km$kk(Iu-D+h(0a>W)YD=M<^ zCvPmVI|rbuyzN$((h5E7Qc3xDBZ}s>_v-lHEeAW7?3 z>3fS3)J0M+7GDMtuJWc!c@f2?tIx(OBoU%cHoUHNlidr2(%&qd z{!K!fA97?QO=n+Xor}fZT9QQ!8gV5+X@CzYNsbr;pXvy;rwaDOh{9(7nl}}4bV@`n zIuy&Ww4jp3DxKSIqnnr0!g>QTD$Lx<$HpIGUlrOMk_ZJbFBkX8hV5_=H@Z^~wS`$M z%3Haq3YaQs>#qv^9ar{E!U|q3!evE6JrXyEv0SXl^flTH?L0{}aQ~#S@4#R_toHem zWWPRomk#-}p)zLAuL*JSmW5YF&aHmtSa7vtH%SBY&0C^G7nvHnfy@7@h%H9F&So^F zdlMile$Xhx-K~$PQw)f0n6~D>svipsT2fS9@N{Y>S+1Ke3=&n0M8Tdbzded={L6-1 zHqK;ez~Ay9^_TDQPq=A z&>3og1TS?0OYkKhDx}L-M~bJ8rh#kSalT|d%y$g)uO3B6gfCw`0P!Va4kpw>bN5HM11w?8mc-vo6UagoB z2W)HJ7gdqCo-QHrDCBW1kfekGo+|QK6s9x$lU&AhHmDjodf+U>6)W2QbF7>>0g$javxtmWYj9b3c@{>O zUR`nVpL82?*Sna#V3tg-=m@H>n&3NQ3l4%O&J|LJ)XNRQ2EN>iF>3P@EaRN(dgR)h z$6y9*hGLGhUZ2hly*M3jvDo;P*z~G@`)+K}JOjMFv}Shw$p(!g``%!B$|ZA%n}^ejU3ULioK^F z&6F^{_v5sgZgyBW9X+DuMCl%3G~6X5Vtn&Lr>;mnMe!b*Vd41ZzyXhdIw#P@>3x%0 zKxGu~rV*C6yy{2?)u5sCMRic|Vi}V4!Ox#mJDH4j=m!OMW(di|* zwx(_Cpn4af)K8-ec4Ai~ul?ub6j9+aqOUlmF?@TMUF8NlhRFY=F;7V#l8AkeNenPOL~ghr=m<8N>4j zdZL&WvSZi_{R2F%*e}r>C6jh!@%h_%Pc42Rv|=|Ec1e_I0czWMKa#f+;v)t&lcbi# z_vf3fD8@PASeZ~=(4iY7Z&5|0F#_Tk(<0P z#8AZvP|qy-Q|v@Lx;#r(#`<((ws4Yl-A}#e;Pp5f%FMP2MdTI70PBj zdAakTP?#{9eWwit)4EU6)t$?lxzon_d4e|uwHEZ5yS9aAY27!c#E%2=t(haGJ7^xq zE!;KXqwhhQHFJ5Eo;s3L{!YLvw`HKIP~H(gtn^C9EvXi)HbyeRlR%MJSgvT8e+ zYza!U-{Ajy_8tWjZlOQDF7wU*uF}0}icDpM*tAUmGjFTc{2Ges(wIG2{AE1iwj zHf-Ag^;o`b;$ixH$k#<1z>?5UgY8W`%n&=rQK*^s-Gq+A6L#T#!Er3t!XWS!2PxH6 zQoLgmb7EH(c$pa)0| z39`@Uq3jEa;t7MpK6l!Jw5*x0mt%4N0oTE^pgB+#w2c#EHSFurhR-})se6$*P!k)L zt+F1HLOjV^oQ-Aa#4gg%Z8+ule<=roLN4T%_t`Kf24m5oCb`(@_nz31uKqFj`DK3N z`O*m5ety8c=rH-zza~{T^B=Ob{iBk!j^((@k_wI_hRQ@i+`Ybd*yWE6o`*G$I)79@ ziR7A|40P^|-Q1Q7D<8ud9m{D{;Bj`vZI8k$C>-E`E_3hdpQO(G+)eQFYD2F2wT1EJ zy9E~m67?=Q4JF9_*ng7B#~l!@MIS)zz66X=BfblH|eT8MXRQnp@clb0Ybt4Ym6pKmcZ&{p#JYz zQTih*$XRH$Ut_`=!GEyF)#4LH*I*8uagBlOOz8i+=cGU-D#=3Nv1<Hv z%_{aX)8WpoyIW*N~ z&EYo#+rmM<4}cEPA;~3VT<#&9I=~>fi3t;uJdxr38LhT`VfDeB$vioe*|;I*nxT6FaLf`oEpS8HlVN$<8&y zg`b&0Hkv!trIi*mm6|m5F10GQSNpj}&EGS1wc}?SYEBhhC<@G#RX(VFck~_KZZ+-7 zfvbL=-ZlEIt38i(yd(7CS(IvQCxkw>+JlTBau`TVcPZHLDWHPa+GRZWpu2|k6Pbc3RZfE@TZ8AQVdfJ?To=A0Ab{4@Tj=-th9g zSZ~7U$eQ}OAt+Zq^mFITWzsc`%JZYl>2)XRza4SaLdVwxgJ!p-K`d<#kp+Z9;eU;^ zk_?tkWNE#$KjN3NWrHc~jv^*Cc#nTQI7>16yZxj`*nRIkWYaS>Ah#Rz+_j-9LHUuN zC&F6YJ*76iInMGf@iNvo%@vZ@0>Um9f3v1G5wm_i+Zc1H1tI&IRb~NMEB+JZn6>Bg znG=7KVXWzQ3ppOwK?!vkF+@AgxpJ9Hblede6~?*pzMlg|M1z%5$}7JE2cJ;Rg#QWf z%nR`cNnJ>hdf5+jdk*Vj$p3r^)Xv^ket7$fAnRw(p!84Q{Zv>l&*hPSfg)c&UyeNx zK6?znFu#86zlpwgbWhC1%660%sAo*ZQ|kb=5Cgw^W`nu5oA##V6)*f6)>Q+U=iB*i zq-i)m`bK#~@7hhGfoJ3er_8!rV9l(EKmVNEU;Er|oAsE5CwxohBAV9p_B_b_7Jm#7 zRi4r`tV^^bT;rTC&;H4%7HEecmI&J~U4>DqJ*YwMXUe&o(P?2)*ap1T)J2BH zy9hZh{oY@_WDJEhNctm2XU}sUPa8EerR(huO8r!i*lYcLR+Y+xg5;t=sA9_>cEDSq zOWSXN?=X_qTC)a2t%z?PEB%or;*Q+=u=;bXeanYp^>MqslN;wDTDD~g)9UVW7pE1i zP-SNy&P1LFX;H|DTK_kBljqZX2g@?-}d6*-=}N8YHmPKt0b*4Qnn9`1tWWpa{&aFaXj&=v)h%75<9+xftmZ zf00{Ti=XW%2%7T}xFbvRJit`QjWhFPbW3NGG)E8i*$qB>=CAQ4CoUO%jN*lQNaL&T zvwYpjvmc@KZ45}3Ck<|@+VhWKV3vkl`ihr?Ij`T@Y5r=)I^87P9-l1qDo;kqr!xJw z48$xfh3y1W#Tm&#jXj;Bs+&X@%}e=7zi}ORF;C2O79*HVk>Jr&Tv7`r=nvNWlLxpE z_u?1n_{b4A?dY8jX)&x#8)VkL&M2U6_DxDuGFs@44f)+E+MSyWyPe$x=8fsr%=XMG z-b8tU*}rXps9QywB@2|M%6)bV!!vHJM8Sm($K(z)o{)hJ>tj|!IRix2$e0v&b26SSR|S4gHAKEp!*Ni`W|J zZ%Jl5Ydp4P#k592vQ2{?UwRSNEptwkajDXwi?WqB*S&>5SGlqp0c4kE_QYmS$EzWVW)- zQ^TqgI2;;Lm52VEz>y@l{nILS)6yydGa6*1y{@%O z0i(yEkiF|F@t1~CS7Rxwdn+Se^`rb_g!loM9I_4GtAihb3rmCmcxnp?u-tui_qJ zUk9z}`41AIcj{ilF4nvbYO47}h;+V#g`b#FKja+fk5S!g@A)YwLC2? z;xFIP%7`Bm@*;Cga)Nx~R;#{xk>5)_0V*f7_$fSh74Q6x zvhN0;^e)t~SZ%YhADmoJR7+PSDj^M=8hlN}P12>n4`PLZ^N4aAsVXUS?utW(!x~Clf=Om*ji_ONf zX9li}n+K(E>+da2NtbNoe(3gE-D_axzmo<7ytjCZm%8^Yw4B-fBP`9hD?zZlzSebS zL&PLZ0^(a7`1Yh&r`$jDv=_LZM6tU_X117fKiuyhxe6N$PKNoW2A7zlu_Mi) zB-*Z9bstTdQ6nPF4Ymi1lUZk?BYGb4brxqze0x}EjBP$lAh+cO$P*z`J-KDIL3G#r zC<|&c89!9YjMB`7mN&K6g1JpEIVP+EYcG z8700Nn*8u-u=XH~i#kZWF>rA4Mb-l}>K2JHe~=NgAy zWAty4uWJ8p?X}xhsCr+$NWZl^S$v*8Q~24xCu40It27yAl~IjijV(AM5aE`GLDGkZ zdw?f?CV&qQ<8%*iq4(ZOaOw3DkcC8v*4IPC?-H#Z5+>QtO*)|-hvfqff7K)$KU-KX z!M?|4wFx4dU&a=lBd^K)?70;C%STgj3;EeG4IAw*_}mq zO|!Y{qbCxnuClQthOD-N1nu8g4T5j9`B-kcO=ZstxnJrqz;9gd`clKa!^jg=3U0BR zl7dxqA^=-8*#44K7Zpbm=frKYZYZuCK8%Pd?+`Iz9ySB;JraS-G7FrWHxFY~oKcZY z;bWN5p>BqD!?4}otGDi0%i`=%_Jo93l28quj-3wY53*@zjC}-WhOVT@riLr-{->tH zmhSX?=TkzMYp~CDHi@Q!RXU?5pOhfNM81~EHEk94#N|+A{C1X4$ijjg6M+$Ki4lQ4 z-O*hy`pc#j>OQKkuUE%tgtD(WCPrMjuKK8!cvum`NNJ*ZK3W^)dmC~=@l|cW)Ur}S%n30!aBCkn5MEE}3jIfEzal9l7L?z$wxO%jE)&orS9s;4` zNT@S=`ZEuB7AHp;N-;sHR|P&A;Ay{l@DthUJh>R?Rac}|*C#Oe!~)fDZ#c>hZ<2rrT(ZOZhhV#{ zKoxKzi~E6W3R3w^v(fC+ps`$GGk&$Or@bObxu$@n9Gh~mzn;-19FPK*UdPKM=8+)4;XbF=Z!<8A7+g%cZjs3jg z0SLWQHYdgoPmE#7tv&z?ZAC~#9ZGDr)F%P{ryG{+l#{>I$*BJ-HYZZeHjIg3eI3*V@X;nt>UdD0oVY}@fi=Tx`?;J*a%6$$sumYny6`ke9@7gZrsLx#RGv3a2(;fvW05!d)g@TBph4pMx1uFz z!e&_Lk*zS<5p!g#$0!wUj4DcI1gsVFN8GCuR!r8iF1hbGw=%~6uM2G8F~!xd-zS`HA?DLdwM1 zvl*=?a!143ZW)K=R#OB3`2&&E5;jmGQbB9dXE0|?GyC?6VL7hmnm%#Oe^3{d$MawO z0z5-*tjTMAHQ{!HdBP0wLZy=-BOyq#Fs`qG&ydT|d8`BW31@bXN^q-V^4NlO1wWAH zSumSI6Gm;g_>}ze!56`p@*vtMoGfNvEs7q|ZmcH0%1C zcyRLk(si@z2Vei)XZlZqxmnQpCuWaD4E0p=Ze`iQ_GtO>QB=;|u{tknB+NbM;vbO3JjWuPF7t*|N!mkJDJ55)7@&Y3{(hNVD+7@*6q?nh9&iB4; zj^_NSTZAia)X()@Fu$wbm}HM`%mggh4ZsmTTvrgdQ@9Jigrpbjk(P?a}Aj%nL z5}t5eRmpwLXb7C^szZ6)%LAUv?5S?O#Z25=C7nyF-R0;2SnP_;5lXE9SjZfG#~k2B zFM%tz=qN%=Z0U(S%cCbS*FLW^y@1=i@8akbNq9sABV!S^gm@o_YcE3Gmbu%vKRFfv zj5uFAYILDdEO`xsUuWd~3zlWMQQ64Ds0) z^rE)ND4x!I6vW@7#Z=Y%*~ppbmfBi>&v9u?3uRtqn3zJ4E0KAq#LId7?Z3j`ftRv>Iumnlv= zj`$5YnLxk+6}F_PB__{$Hm`%A3L9mJLJ0wLICM#kV?33f*25g;>dntO`W%h0V8+~y zT2aH^yG-*a9d~9)sV$j-*p9wP)kc2iee5miY=;k3g)b;-)4$>~VP;Inz0p&# z*NS3WUVORp0bnq_eWhpNqsnc1VUyRZF0Ky<);5}McM(M)d?Rvg!ZjwN?q~nQ3$gqM zL6*M`5*IOF(KI^t33upF_{QIVxR;$&y({ETJm3!R+tye7&p_(H7s5X<-AmVDS!9u3 zmTAB zJegGHz$MLtL(8TAK>ZckC(IusJVc7VPp*8pu^nRb7N*w4^Y@eeEN1%_j@C&8t7?m9 z-Pk*;vG<7aJ4Wka`u{cT&ErgBh&T&x0TD4#@n766zpP=IdEb z6D!dt5qW^_9#4^s1f`##0{7-;5jibQTDRLRe=>)&cRA5H?e0e$69`#ajKWJqmesmu zDfvdl7QZMz5`Etmz4D;}hws};HZ~E)t}X^g&)?IBjX%a2x(s6K5(5!hUYe&ayI2f4 zR~_bgDky?04il4P&#sjyoABDqhg=AUX*-9nUdW zW)5?|o2#yJDiwdqO~?xV(@6P*vY5sNx$(^o5)7W>PevqCI*!4$LV%>hEh;Y{jz*F!mvA(#6LMX!%ql$N5iRs*RU<_oD;FhJV=Sr}k zPk;8xkAcw-@Zid&nH{9ng6~SPOz9wFTmv>eu2lG`kG}4{pc*y|?QCRdWb3cBc4mkE zwj5XD6T*_J5{#+-*?Zi6r8FTA_CmJC)&&r07)R*oO3$oRDJ7%otU=sfbD{K>oxVHS z7#ClFx^tM-x?3rkfmm^B1#?8f@2q2$xFD7lHbqcH*A^(cOGI_vqr` z4bYPykNIJKjS>0IN>JMK^><;VyI!*CdmN*}lF>-E@wVKi9_V0Pf~JN+%_uB(4OlvE zQvtE9FnB@S0y=G6$(BpsYgQnp$6Dr(DZtB}_-f@E>e70#@4py0z6aOFn)Qk~Ni0Ga`TeuO#icQ3x%~66Cj~hokQ31z@N_Vl%{|Y)vCF z{O1C2wP;#Pf&0aYVEml({9E|oGzPP^)-KZ#Hr2J}E>(iK@TfEIji7uOI$LmMPIu!g zg_{13AbDliS++ymvL`3o`XR~3H3bMh)q&9IoWK(v?TqQP;qd#Ae$)GAKTK0^3Jsp~ z6xv1PZPMQT!0xVHhu5WLpswdP*QV3<6oR&CG(AW)IG?3|CJo0ku!XC1`EB%Ub;vC2 zOjhf`zMZ$7{m^qsY_V0ZwJu$YiV_SyIE$l{=9&^GG&0dK;fo&2nasLX!3N6sY#_WD z>d?UpV?LO)5$ubq@Wy~=_lDLtbe#6$-Vrn~<6*(GP_Reu zT(Uzy$7QXh!I3%q`Z(vF9}aDts>!gTDNGoqigT~p7{{0X<|kg`-OsZCXqIl-l@=bz zBES=Dw1l#z2v+Nq?2&53nE`i$56WPbky?^2Hr{?&Y-poPCiUpWi1;>%>?(ADo z?7U`K(dtqO%rrn{Rr-_`GV(9%7CFH#Ks|a2UF_pLGpG1gsg4!U&?>$3&dMBd{G`E{ zGxL7Y8=it|oCd${O>}>?NxBu?rgZ#~=ZUSsy5hnBr*{FR<3%uS+%1>IwsTcUB~2e0 z+_I`+T(|GuXUu62`DzPIo3W*J2W_5UYmaXEs3*8Qtj5Y5I7@lHduA07^9s5{B_XXs z5n#1G@>QEjq{fv=`?o@@MLE;=O+A{%CZg_&aziTPBWj#x3v0eoyIr@Z4Etsx&s)O} z`6NNYKfr1S7qr^GjS@R9(tPYb(C|I3JG5ILT53lz&Xw@YN+kZX$;>bjrXj-sOo?;u}F^Kr?IqIz+c*oS&4}L z0rO47otAObmnNxOF z1*UXqlmi8Q2`A@JS=&V1qRBTQ?OqU&D_gVOMv%4gW#Z#GjO-)?J2=h4o`X%bo`cD) z{^ERkgf$E`)9gyichiwc^s#=$RfUTAUHYU_y88_F0}~~E58?KT=Ts@~r}-Cacw~oL zyPq}V_;;psZmr%JdHSh=HF+Vwcn2cC%Yhas$ z0zViuPqI@s2HpwZ{-f?=AxuR?-wN5$8+19dx6tJic3Tn{#$NV796wY^<(X9wHKan{ zzEtHH?+rX&X1>t`-QgL!VU^D0gK8J7myHY3tHp!^DBqg`8aLM))&ZFF?Hgn_K!kI1 z)cE)Zzn|<&Hg;5rmGq;2b86M^5N)x#0CbMCuRG5&ocj8gus14VdUr#zchQY+r#hV% zVxrn(#3JPMwx2J%>QOpW}3pBUpe?Auy^$Ab=D+T z9>;jjr{#_JB*&F3y&UOjNKc4UUlO-FVhu!WP0GBO9s7yc1x0=x8_)Cn51KA5f&2F- z)pO37S-i;tM)Y_dgA2lszqJ3&M|kYx%-;Kt#`i}E+6-l}!PQCxk#xim|7lOs8j+pU zS<`2>0Z?7LABuPD`k7rg8#Ho!o=TW9u6lBo74h_JYxF(URpj(pqi>PjIdqd-Zr3YV z_LXV6hnFejWT{Dnr3?pa(cD;SH`k~U0zucWuFlCHIxHSp)ynHOpHYzLT|Q9hL9$>G zw7NrTp^|k5UQgD3-9aZ4ae?pbN>{F|EVy5B)7>y(2+tef%T|?Tg6>vgvLZ3LO}19y zS$lbl#bQ}53lH!EQiFbl^?xIZVj*L`G6o*!qQjhjOe2Eqg=#d&pT=rkdV{AkjUS(@ z2~{W^rzm?>9Zzwf_%$R)-tk3WKs@DNrt8Yk+q-HVeLea9xLNX9ajSQXy)btYAD}^w zO6c+_6G3lCM{eYU{Oh`4$mLaI8O(O!dH^GCFKZD6~>C46vel4C%T9EA)P7B9t|{+t=uf0qo*B&Wk>Mk^e+ zruz3%%quu+>d{}q64baeYeZ$;NLFJW`wmcAKj_wKv^J@U=T8=#Wx<9#x7N)_Xc-<3 z)Wzui8EDBo4K8K>x;agd_Ya9mShuT)lv`IuJemEqn_AiEzsG|XWsXRelD*M+?P|`*UVd~A+p2=jiI?@bVEGHH z8;5w`sX7+GCwCLw)@Sn8cz!<_yX(`azEpUaYcv5`LVz_5!lwyB{_NQseSP}6>v^M#<}$I8+a*pKbRF&sm2qQblv_npGdlCCXHBK?SX zMBVn=vPf}*{CPz{kT?{%nS+?%Y8fv*`eJNZ!3HlB;nbmEs{z6>H_Hl^8~KKythTu> zs=)s2Ko1(^&1qylvSI#?0qxTN*!gcdsAQl=>l_wKoM7r>GH=k#2AnlFGjb9Kh;vZz zP}n(!VhLd4Kdtw`GzTzcje}}uF6u<_u4uLzQk4R-(Mw@BhfAa1(No&b?&|&os?%GC z&2_-X?d{CXnJ*pi9(T;RMt3{&KaB#bN9ozegA_{1K1s7>PJFO0#n>elfN?eRP*69~ zB%GKZ!Jk+}n8vwuzkJx|bA=n+uo?Fnh1*bD(MKLHq146I73%+8Upfb{dWRcFa_*t3 z(t)L;29A|{)kf-tMyjfFz-)AWLtQ#kwGqgkf?0{SIY29%2qa=h4~LT@o_Rl^v0pE-sm(5Zm)o15NzdpH07OxM}Phsq`smSau-6Sc%l|DHeF8A{Ktf zAE|DglTm3k!B06xuA2k~sCg0Gto3mIMZbcVTaK~2>~>u%I1avuJC$O!7rgyjT90$Z z)Vi<;$KL2GjmM2Mv+u*Q7hJ3cunt6rQg&Erjg&@dTIPL#;2E{P#?8@+ms#1+>aZQ? zd{`pp{PXIJ73E_K3&f{U)M2S(@1#+F~^92oTB~wb9JR` z%)2un>{JkCiRjMdGMD}VLA7V>coxj0Ji*9D3`G3+w+AE=YwqmPmw8$S1;B1k8SDcY zd?c$NM)sJuvXC&dJ*LMW+)Tl?6m>Eb>9ANjig{04^bz6ibd?DN3r!dY`j^ob>k8J> z-4d))6Cn%EzLSh>y|-9aIL@w^7KQI%>{aL2xJ}4#ETt!5cbX;6-b(6#v%A9J_zqTq@I~50)c|`}0eb{$piUW=OjQJby`B6P?JHsc*S-ohx?q zJ<9F%jPAum>QV9c;Q!s(v73!=f=`|5#8Z#I;nH2m?KPuDDMyM?#b=0)mEyLd@3GHr ztdw=1ff^VmZmdkv#s3|k#xVB;Z^JGmB2fpoC^D~i+Qx3M87pTZBUNtBO2;yd)H>b6 z5s5@Qv8}yliYv0E-7XbD_GGxJBDu_{Q%*wE9-AbA>x(B5^^1Ph@_tJYUC4*TYHrk=xAXLJI0AQ2+PYNxxKPyPJ!&;;lwiWC zZr|o4cp%#U%wemx;)qpSKa9sn?CaVT`ReXEoO20P!HfL#W=^EM^cPQygoyNC;)~#s zpDWM3#-py?cK_J1M6a%fReS7NqFe|s4A#ptzd)@kIM!$A?sKl7)L70rR0IG*YCb)u3Btyf+nn=FP19}YuN+9rEV z=9@L^k|E!;9zqoqH=@omN9PW+B5}J7px5bgi4xf{l7m62CP*i;d!*iL05b7TcJ{eZ zx_1mM9)TLE$cSdUeIhoTDe2Uz1 z%WN^JDPWX+JCkBzu20QTrKBY<t)Rs_P|j<10~30}=csF#wuhuA(J2P4y4`H6f)eE}!4mhd z(^zKFJ$a2~{fPOW^_4jx&(ulk$19YcT~_kRAm)W`&K4klQvyt9B&5(5HbEigLvaK0Qc%3 zO=ybvBd8XuZCh|V(Gi!iu!aX%Vx2>04+QPH%9ru7K8BT&ohsO3J-H*#7nUeL^je=L zE)s0z3DS7q5Xq z!yDM9B>lx!Wp?jNWpad>RAfYP67$82v%I{I;d6wKL-QY$*`3Vuyf03IC5$Tdp4s4l zbA5ZhaN~SXo96Es`^@upj_=!rT$CaRxn2yV_oE4q7&u!8a9_q!l;1J1NA_pTxQadz zoY60eR366b-kKB2oC=s;i!5cQY+Dg-JLncT=JRFLR<_+7`b#6!*e^BBjb5uo8@_)C z8a_@;Ec=BpFbCxpm?Y2~cB9OW$X{&2sXH)vV28B;k2fu0u-*kfil2==pOXS8OZ0Jj z)6O+C$7q)3_y}ecVB2{Sya0=VlV7PV6l+~u9s>9WCgKOgC`Utc924|M#{xM<-Sb9| zWhBoxuwf4SRAEIA9RaPEem+I<%RgAvXY&z#AN8Z*J zLPmBdBJ<><0_wy4AS4_|esAwn3`pS{?Lyt2#xtU`XGD6)Cgq%7og^#O*QSC_@r@c6ZvJ=!a_O_1qv@(XkrO z$V8WC3y4RjLGn4u{Fp!O*+*>`MIxS&S9Y(_5$UraeH%~MvpkhQ%yb8ipZCXBr%DZl zddiow+{NH$yXgN4v8n@{ajj<|)A?U)Wy+G09bjI!KJu^^2ROak*We9j2UsowS>A_h z?0Z>XFn7x;N_7A9`%JGzbJq0%pNCmxO@x3y%pYOTq96Omhx1(Gqcwij^A=BS(_&$s znMFMCuOa04-BSxNWm6#h zgEx=#zElDJu8~jtwP0=9(7C#MQ83avCWN|E-=^2+?vQ1U5OrMus$08jxh{M&=$mQL z>ErBz8um6eb89#-X)I4Mnc(ru!AGWH2U!Inp&zAD+LlS0TnH&B76t-Zx+^cO@!cTI zSck>$1_^LaoINUF*h*wJb;UX&bA&+Hy1+D zqcd=pCqvuRYjE>p9=}anu`M@VT)MwEbfp7~xYxG!)3*@&A{@(7@$bjsWM-2iYc_W8 zx@@0p_}Z*yRBrTph+j5?;ffAy7aTa+$F@Ui4F%4zN7T*MHJ@nc%_(WXNgv03juP{P zd}MiyjQ|aSmx}XwQum_ni#BF=^spT5Q!|wt)HX7=AgKI1)&Y1;^Dni*K*hPs>n?yd zNY0!H)(}c#y@1ekD#23 zCx{k&t^HAt`@tnJ+&Z{DC*kgVUb9lX^6hhXPs4*a=v%q*d@qHImv3L)H}Qg5ed{Hm zzW8tdhlY5(c%5pqTBAB^K=hGT_sNgfc9FhJ^6zOXOg#&R|Ge#9S=4g3rf+kry4@V! zvB3BlGbK83)hGTlR4MPWlTnt1(HGh7Lnx2qS&ZCgYg&e>di^$w@Yz3Y?+NQs%cC3d zQni#&7rT!95p@fO&R#AH-?LeDqQp{6>zbDV!p?vJc&7J9?xKEyp5{$~8D4hIOJh3? zwsD{XVw3SC`Av5CYAOr91s3wuR}<`%qN#h`Z}2Dgz3I(h;{3q6N!WpVfzb)`=L-4) zsxRmJ9fNsWxNJ`)_{bMz{a|;+9|B~btkp@H%zA~{ef*XhbE*k=^%wq`DSjg5-{OT~ zV<~y1Qy-#duT{7x2T4KwgJ=Wi49vQ!!jvg90=E(`51!jOUweBn0>$N>%blS6XDI!T(z9)P9XIwXU17HeaatidBgPn4_QOXGru3|zfyJ5aWyc(uA zy*UyeACJ~w0(pgp2jBH1xa+BB>w%ET)PX)Fv8v#ts;5gj`j@ilbAw8D&qY&>J#!0^ z>yo-R#Fi$geuG`0WJm=k-hF%G@dT5bdCoF8iF!eX^0+k-XCM>gPCaWU>(S|xk!(;E zSk!0d&Wx%_=9Sjx-8cAi?-w&##pJrVr(34@?(*H+gQE??8pGVj+(GJKn$$p|hHv1cfd zls!jgnX^}Qq0QX`k#OBe{gp2m^L50G4cu(j(g|qJs!%ORG$07;vJ6+d`DUw3>yG0+ zdhvPD1<(@9;R(}^<$6iv4B`xF$xs(Ky8H#P(@WfgZ4cveqQ_xC0{J2`Jn7H!w`jp& z1!zEcYX@^#T0Ec~PhGl1ro({5R{wK6ZC}U*c@Ok_vNjIsp~-a7;_T;!`TJib;;IK&SrZmGWG&z zZ1bl?USM+~H!>nAEI^a4J!B1#U0LRpwC7XpH7U5At13yA)DX?B-@8{qnc=@Jb7hcw zzu+6X(c6hsV|(_|@La^%__D&lL!%KDBX(#eN3w11iY9a?RR-BS)x$dgBZa&bH^%%e z*^prkq566vXwmuDPD`vh%@w>Wnce{0qZFq{uH8+6v!yc#id`h1=qo`{!*EPv4z%yh zDpm?*52y<;6`J!KMXF+%KZjBd#QC7!)xnjR!~Y#K6uQr=jg8E8{V7-99LwYS3KKo- zUyC=d(Mpweeq%pOuxc~gQ`Ee95!IQjP=ZUYa~ZwxSdC%e(yJep z`L2i4J3%bEieZ?YV&vL)>-Y6;+Sx~nW)346Q~cTnqx;=08d;Mq5r)uuA47)N3zhUJ zR7ubL|Jnk}Glng4uynODphNF4{(bOZTkFgqZFvpp7hd%&|HLwrHW*As&(;bW(MF6p zFJhHEiHDJ2g3gFVUxo-lgPs4~I_-G_++4Qb_^$I`ae)gOb%NyK1g2s#T8}xW8;2H; zcp2upD9qgA{cIzFig&=+)%1z$(vj<-2O*cn_2Z9q9FSezXGY7vB zk1r?lDSt#qBH}m&rB$96)|8&{MrB$KaCvXu;4l%cju*anMr-BAfoKL3Q}rsXZ04G-AjWPhOxGkP)L0s zNkzj8)cSM>A`o5gywU)1mxMTI%Kn+K2QT%~j(&>a9~~mXPdvaxUVcfqefToqwrKs} z$iC=j@RtT2$NsA`XT2|vbU%G2EkJ0K)wpj#@j^iH!h3}Wh5d)`A&zcFjmQ53J@J(S zJAEA?w13pzL7Tua*WNmPH#HsTX@h=I)6`nIfW zy8ICMB-qs0wr0M4#CNkX`+0fU=;@W0qS~DUZl(%h<9{J)H@3I$zm2%8`-@A9$*;Pc zh}bx~5Q7johJPS|5D{tt!`|xO$;6ni-f@zD;~T(vy(4bldi(@F{tVaMiMK11%P=3v zD&EOFTwEu0gFPqQhAcM#dgmVhM%7d-1jsGSoikxh8!K*rl+D}$qV_WCraLm=L?@W-@Qou;z3_E+`#tAP^tlCes zg=IN$OLB)19@~67=`He<)<|s= zfDB^ofaG3q3ztKYTtHng0l7*Qr8%BkQZY7>e`4Njck3XbD*0^!Omg8uuVtF~(3n~j zZbXt@tcsNxyJt5Ii9T_IP)ug1M+wwWlBL;NyHUimd%RuPK}7qD#fC2*^i>+AXZOrp zE=3Ghm5R+YcDgzVS^zd)mtbyAJTp3WppoP_iZ&ZqFJ4%#>H=8#ZoTqo+^M^HY0J>b z+OyR+7auwPbwd=o%dH$7)P*t~?d1gspB$h4P*QcP*z6%nvyY>E1V2ii9$u8zKI4!M z7O(V~<9QoLoV3Te>$Da^QmV=dl_#k!6{?>XH1 z^Y7eG?+g-k9f(O5a2frnUjovvY{j&C@r=&{!NUB;0ikBkrtYXxFcRiq^^!eAlCynu zluah^owSlBrI^IbP>rlieUIbXN2{JT$Jy+*bl5LMUa*pPmn`vo|8Px!zl4YG|aXNnsmHF7Ej}+#!lw8HD&r zLAR5Y7p_(((QKZd9fW+$k%_$Kh`Kdkq}y`JBk2#+N-Of1bHGTRtBE4-~IbUMd-4L}4VgluYFSq~h z?uq5H;6*YFi>7{m@h^tCN^uHu8pj0!zCBP3sMFoh=IF6nJ~9xwAZ z>ss&9<6KH}Oeo%4NDm5WJZ~$HIbMdVc>_Tf>jh0p_lN^iwD_6<4Rn0BvGufG*yq&t zYpAb;IGvC^TIfny+te0Le|@x~90J7qFAm#c%vs_7hO}(e+2mfITJBuidMAE1EiHL! zILNh)D?hp+IU9dTgX)0Jt)FE@;pQ*D` zPV5^Ij(&Q7Kj1iGr|MuN%j0!KH2gI?Lh;p{IqP+~QDUXQ=pZ#_X}^w z!2f$RcOQd(?6Enme_65pX!*f6$-#rS=2eN;73$B+k6u*iv(|0P&1&%$`(Xdk!yR9J z+xuJI^HhV+UnmAIn$l+FF5zo#yEI&N$un~bjExC8^Xd^NIvjyV%+(zrGPpnjk!6G= za!jcYaNQ9-27QJrHhfaVBDL)Ei~)g}p4a4w>DQx?JE@(27-6_t9ry=y%l4%b*xuu~ zub)D_8<_n&=?ZSozV~!gr52{$g2uah7CCt5JZ0=u0xx`V zA+jWnJCKw?T3oudVC22##UCs@AMiC}sS2mIAouJd=J_=A;oLlgW(Et$9R7)H-#ZRv z&mZTGL>!sz(hm9HmK)_Ud>!a>>Jr+Gc)Dgr9WQI63{LFjM|D5Hcv)b>$wG;WF8Rf{ zSDnr12sM0dJ~q8fm19m0|lXNHy_`zs7<5kh%>9`M7$ zrOYCmYO!#7F3~RWzNHhq6Ds{H(PBHWV0a4s!1o-z;tJ5XnpvB=!Ad_}K|!=YLv{b8 zL%Rv+oz34LEZEg!;gt|rGV>+3&q&k~x#BKmCxt4jXqf3`M`D!+!NX=Sz|-P%1^=_W zQ#L!SGK=TPExJu-P^&ONVl171+5a?s#PK1Dda`C_ByR?npiARQ4&+n91_Y8s@Ui9O zb9t-y;qD$@_-Y)g6_=6c%6RuAdTaOzJL0PwQ5(hk_=MaxuD4gnhUMiAyZALwI-cyn z>ra6yw5ArbL$8ehf+Wd*liuQE55s1Ao?gYMjy-(_3VC*r@GJ2XMg1J9!pH=hk{UP| zB)PXYc$mky84I~*q`3%u6h~_O$D)-$ zn0XywcMY@6P647ChlG;v4~_LoZ*yv=%Zjs@-QVBW1$B>4=sGXD<(iJTt=3iE-Q%8G z{O;|uq7hIEa`|3NfOgXePTGlo@GEy0=Ei#W<_K>*)0?5PZWW8JD1@6jY+`;lsj-+r zt64I40w$Ol_Nk1HRiE^`){>ulyepxyI6vw}ra}AZWzRFd2zy9iL}tXLULnGptDw7P zzwwo-k=04XJ&pG4XC9f6Xc_N~L^4Cvp3OnbvWdl`*mG|J!l#Fl%QM4pGcDapIY?I&*Y3%)?MYg_g5$?TsjK)BJN#3$+Zj*by_G zg!=U~*wgTP0mOJBt?T%2*aCgHRCTqxr7&^0$F4i44)T!XRmhp6T_HE0iQn){yu$Yk!D%MVqpBW~ zq8wAAeyXGy4?^nR7^bI<3_?Jyom`_uBg~a0BlZzw7-LewV-`yAaUviBMvY1J_Hg_I zCk5HmKNYI8iDZO5Pzs8iPWfZmUk=%6{ZwU0MV)S=Mp+DGwOFtc%VE+dvryh?eW}|7 zRLY;>N|6c6QR7FAZZ4T~eBVqBvD3@4Dk4tw!MfWy0mEJHtt+;mk7*iLOl$h1A;!P$aC(KblVgl$7Gs8n zX~f=Ca+PFICrCdn@^)&;U_9V;_T*{&(@ zFF;$+i2<5x{ECw3p1s{(rVK3-zjq3j{kH~*M$}Pj%v*}$KW&12xfki5n(M4Vo?GbETx3{kNspbws zbwLd(30E6xy~5#6Lend3AIv%nlkPYvjGv?fcZdhK&s#D0Pex(%2m1{SGOib%+kjl$ z2LoqLjIGmnW(%-URX~AvCIM$>=A)^+aBeJVXYzSc=hl<65jD3yW0r4q!Vt%R+5_eB z(W=6;12!f^JC&jmpVZcLOpY1h&Gr?0#$0v=$<96^dPEfr&WKgu&8{~XCqdS(kTK9} z!n3^hX23zEVIQpWuwCKYsBx7pv|vn@AK9*p8_@QhtJd-TKO~)ZRFd!i|J!PoBWG?i zQ!_O+bAvN0Q$j5>2c?;nsTnyDEJvD)N=wZ_VvaI3vvR{b7dgq?3vz-u2tg4L`0@Gv z&biOI&wbAQ&kfhPuKRvnkJsa=f|w`(9Mf}oX5TjCdEE$cE&EEG_v@i)t)4a5+5AQ^ z&4nl^ z`f!zWU#Gt;Uxz#|uG6VY;ktPgqS>E}4qEqLz6}Ahj=d2AGoOBvj{9&vna(pwj^#Ia zNB!*D*?peQ;ufdV`ZVN9D*zu0HB4ntdY8-i2^(~ikDnpMY5Gnd-1wGmJqx}c83AP+ zt`ZXl=5U4!F`2PItkF?ru`8unGWR=md!w`}B&kLB3+b41%btM>oYuVO@vUz!ST~dn zF`b4du=<(Je($ox`Z9f2y|+C-NKx~iY{o`eAT%Pe{AMB$<%+F#4H_INFRhr(En&9h z4nc(Up%%><&BQ;s7Q_c5oCV507~FHI;pZlKrx)uvt4DA+aQcCe%Bu zK-LHb>AR_vzML~`b-ncF4=r2I@4h0^yb1&CWTDq`sGxpyyu*MK81ckgmeisl>gzIi zVngS`>@c+t4RYM7ujIVcCZZ@~a3fJ*QEu`e?2a)c`)fY(*~9rJ^#UvFJQv>Gplnjv zWR>izO~bv;uzJ@ z)?a_vfVtV@#}4=?2lQSJ34p-fPR73wm3To>|=5Y{Vs;q%c zFv<2pTU43_QX8xKaD-Ukunt-55O-K|%n|DqfL=3B)-_wgMEW zyxE8Wb5DL!sh?pwj8^xiKmgQI3_6Y!q)ON7!2@!4^69of=ASym?m80@XP0v(^a)Wa z0wNLN2j&3=LA%UmQUxm?^#-v#<5S8D<$p!NaEgey+sP;%Y#NE-EmmMm5bSSbl~}q` zI10%&2NkFSC9WYMyE9T2T=IPKvyu8(HOyCkHH3%p%jOWJUrH0_U$To7FZyjBu8imJ z+mj^UafYehnw@(4ff-+E=@{V3x03ha9#8H6 z;AK|-#WD|>jgRcvY6Sj`)BVpHe*Gy4b)=EW+e0c;eZ&%bRQzTy!T7=cML2AaFID(u z3U%K|{XGfR^tDb{RppkL^iYaZ`izynotCfT+O+XSt8m*5oy3G1egcD)X}eu@WZu0# zfgFANcboXZ6+s-|C$VNMs4-&v0Iej#c3$oc(b|>~(O(U-xCj_LU>@(2+R8oUK!ix1 zDCVgP%58Bec59aU4!*b)GhC7cyFlK5Bdr;qIu-RA=IQ|<&X2WdB^8$^lkvbtE=t%i zh?JD-xrT9i-Y5r9Y_BC8E@_w*q;)YRpv{xkaz|;r*M4ieAM$ah5Y0NCg4<^# zOdt*`HJ_5q1nbnn+q)GYdAOhC-N9{f(BGG(7OSld9Wq) z+1OZ}j9QFJBu3^g(fIZg`c<9Petk_baLhZ;%NU6E5~igx2QcAtnait}R-Fa+!e)ND zEiW_67MHH-V8XxUV45%)c+;HlLCfBMLEs2%ZN~0^b_X^ncP z1|DHithj=BLd+l(L28M^^u@eWS(nL-DLZ%CwC+OJWIGWS7M7>;8CiR5GMBgWBSP1o11U{jdOx)#icN?rkH8T_Q*|Bw?<8a2n8adsif&6&?4lr8{UNA$riMo#%@e`Y%1;K~N&rB+OgSS34JkA6kVb4|i=W zwa31J#K*n)qPG4RDiN8Gy^W|p@>!F=_xelhXnWa~H|ikJ^0&5@b7Sn#vkR+9{JyZb zyQNqA{k~qxc4AU#JW^Mobv^^WPfWH2A_WQ7d_q zR#%Y}5FCUvl@fc2&AZ1w{^D+-^_*yd5kJqM6}%0fIy@I?9vyIwOOSTqoOd!NPNVa4 zXW7*Hc3WsICh9s6sC8w-%vzy!+Yh-7bQ<0e9m)Wee4!*Av^EgwYMr(YxLkVjv&QS> zYW(?Xi_3g&$=Q(@XM%KzSL1`BbGHp7Cmxo32u3`=nw6igsdP%DFMW=l9+1~y$>ydQ zGNSCx(9eM<9FxwwXshDNahq`x7RAcWSdy@&ugS8=!jHE(&wg>V+Do0XlzM*S>jREA z)F#^-%tAyjHzE!=-ZfYoCOxGx@1gd!8=PIe>W1UC!%e-DetJ4|tL>Ue^qD36Qq;}` z9vt@t&RI(LHJd9r7b&L)^5_9xat&L%m&41z;uuhik5(2_Q@G&LK7yRZ326xuGCg3% zwo@i4{;#pQ#vzxiQZb{2d(>mMryr~;p2;i~#EpoaK)km?u)ms7;*uZNKYDxMa9j|g zt+y$BL}X{m2_?4w6-c7l`Z%uft#CSMhduhDVq;abAoXcMx4ZcM`TUfRv^A*}npK#q z)#|=@!H1>Ct1;S>7_fw z10|^PcHp?uWy;%&oWt3bIAXSZ)W7Uv;}ky^e?YBf9niz&E`k55A8L6RC55xunbpdt z^8n&GUXP zVX<#cJeBk`FTPwNTu74nvN%{2Oynk2mfG5N2IrieYtNfnNXlz)Ps-EKP5RBfsm}f{ zH`eu;L=4X*)g0=WirH?tI+Z}LkbwRWG?#0fLFU$ew!(r$HGMK65@^WxZJPOdQl8X$ zawFGR14pQandSjb+@0RuTEi9qFBJCiZ;?NgW4)VUqK7(Hx5OzB4OW!@w`!d+^qCv z*n?S%tJnR;L-u{c)=NM?IzOek9{G*&v+K{lqt1q&wc%&(!J8y+?uhQ+#|V2b0p+X< znCKHWvl(O1KS^YudlFg7I4KWL-#2pUIRSh2zqlZgy4=M>@+j*EP99%Aw?dwN+20wr zuLMU{ql>oJ%B!YY9ZOLQf|m6Y!kJ*x~7 zcx9ygvoa*n;sSGZk{C|Ja2zL;PkLcH_VZ-Px8ng{B{=Oz)Y(I4xPHxu;u^f~$ulSe z+huya8vTnys`V-F8&Y;M{sfe;Q4L8TNlwUMUfbeiO+f~3K`I0Oaki4k!2?H@OPg%D z&&XPOM<~>o#K><(WG9&V_RktS#<;fn^267~tK%GNb@mE2c|yZUVJ)62pTRU!CurRj z>0>@lr2R6IZ@?$N-l$qVx@>_i_Qbu#~q*W~s49E~szoT zPvp*F50NevFE4!gi4jNZV@xLaHX}bJGpUkrmDHwKkA;~2TkvOOA=an#IBTlq7S;0m zLefu+&wKnqLncVH4p%rtLXBJbo~xvvXhV2y(JQ9HeertdZ$P>}rTc#u*phUw^PQ6> zDxA*=e%igr>fA(ys-ZbvH~({(1k6t+8^6~O z`RQGu+~^fbMe`*r%4pJ5A#cQ6G&>eHcn1y$`^xh>cORmd9s3~o4@T@1oiKSvHP!HA zu30wg$h-caUmrF&1#8A?6xe$|)jLMOu#dj>jMm!^Jm2-iwT2n-=vOGfjypi#JCCyh z-(}zr!~L>8ZoMZ_|8SxT3N8Pq++pvl%cUBcBW)POwo_YM0yz-y-ec80uTWN7rl5t$ z{tv}AYq>ZReOCJ>Q!g93m~_cnwz8CPyg128#CjPUj0;+^sT5HSkHUl z6i3K%us^I{?`@FKFOPwO-fc5%_C)R8)JG(Kfy0D`h;+kSYUWH+xE~M+ zsoo`Q_e$E1W@oJKVM9c&{Tg!IZY1W#R5)k>3hV@U{9Lw*>AVZ6eQ3N9Umrs#J*h_rh<5ESEhSfY+3`Sf8)+0;)Zk8M)i)Jy8hL3&DtgAE7?0Y`K1($&?G} zZu;&5v}LTHKhG4F;5JpeSpOI$B}}YBzOGRF&aajv4wxlQAT7u&<&cd5HMW~p0kpoJ zJ?o1VM~lTytR;eDLo)`N)4zLpzEDWpOzkp z*RKC-Z5CU&PArKBS&obwXKirA*5kmn4NwO2a7qky{wl;*8IzKbs+bxpG(_?n;0euIMMsmOAg=aVo+wRhL9%xHq}k_jhZGuh=`83+$4)|C zcGlD|?ly{Cig@-bOjR&tAZ!_ZsU5`QJby?E*Z(O2c$F(p`PUYhS4vIH8kG4SmCzmh z+Fp6^(L|W+YK*f9uWE$)Fa>(TX`M*AiW5>^Ulk**f*w#0rda5X#StQI2+FJ*lKRZv zX8nch__CrRpKh)oUhZ^HAnH&!3SYKyBsWs*v3dOSmO{&q`kY@kJc+@+W6YDe+y~DI zLjJXTOAI8oj@ki@w^(YMd(bs^n?5^9MC^ZyRc-0#IO%Wgvm0O0r@yR02$DURO|iVV z@1%g-X2BHM^XPa(p#JLpvOa_`8uB@^DgI7VKheTEEYaEb;S*MIQ%|6Z&0=tUpH(QB zW80rt9n00tg&K?psxZk+W^-W!q{>&wcW}rm6DOJ5Z2c+5Z27B!%DC0yD%7=u<> zTyH9mBxL+XrKu1-Kf%7$XW^O=y~DfFBQc6d+U0-IerPAYZKtRMX1~goKWwJ;2{op00h++H1AUeTHj$?*`fMR@?MwGFX-Ea%q}#_@DKLqY!BSY*@P%b7G&(+^wT{z}HtLy0;8eH%;SCdWyU z4-}e)cB(uht(l(;t06HY(+tw}b)~kB9b(@PV&s41?}-E`3T1>aURms|?;gP1$cCA5UgkMegKb??=1TqSvr1!{686}ZG{Qf&wZ<3Y|dC( z&RwH*?^RTol83Z?Uwf#?jPWjQawiO$b?G;bO`O}@A1}9n53<6pmps{3SVyP?uf>kj zEKeykoNOVO^yGboSiQ?CLhlwmY=yUtYb?iY&MMT=(yv)|<=0w2?hxc!)1MzbHjaq7 zwI&@^vr}vD804@N(oExTZ_HYD+-Sbz&~;^Df8t%tc2c-~hg?-!A@~0A&MNyuthIN~ z;0^Kv84tqonbM&7cea92Ne4V8K_2Z6no;)0 zSA4rdsdhdUx!v<&L+FlMe3T;9(y)f|^U5xxi6~@T=ahpj%U|^N@J-u#;b7;1aU5NW zE6vAN_TJcJ+$Hv2Vc!Zl1#d9S21L*9Y>#KVVnV)sX;3n{JB5uhe!-u-Lb)3)8>8?l zc~+zT*Kp;Td9z8bm0tQPNl~wjGw;O+KApZ(eU8`8Yg^i=$8mY7L;8Gn-cavv*woH7 z)Ny=z1=gFsMDp5+8JY-TuR$Q^5$ESdy=%995Vyvm-mgP4$L>l^!TvGtE<`w8x0;?! zw6@NWB}5yD$0*OK`;}(OF8c;pF&1u!hokQ9c6_llu7ITu(^ck~PU4ZD8COAy)+0{! zLh$Lu6255*$2u<)E*>--R{FJv6qX_7B7Y&M6p3C_2>ur7qL`aW$P~N*h)gbqxSel4 zJ9%%(;=%by>$jPq1HI)$71NuIu2zBH&Ld9ZZqSi29lXD5!t&Gxn*n?|zHf$$ z49XsNpX|iK#aL^39Zf~hR9v-rA@EEJf)^qdQ*du>^2d{&lM8cbLIkjF0qa6XhDE#cE$ z0OLdEVgqF=-N!X(tzz|$S8x^37qC$M@P8yXq~-xGcH?O|%Ydd42vmRT2QZh- zF0f?Y(T}l2Ijctg3do8W)CgrRmXtD=OZpaOsagu6E;bd*uS`KITgT45`}|M`Zx6~{ zlEjr;Ew{6+2B%*-&4@38$E!Cmq}hn?Eb>e`OR$*=h(Va68bkXlQ19sG4VtQaCTTb~ zXmf~$->efnQDL7G5<8%kg`U^@q=Jng%9XX`ZVowvx!S!b=M5fFk+?F%UdL{JtUYG{ zB`X-vLP=%Ch(*nK<&4Pbm8j^Cctp3OH~>M(-DtM;qd2vW10+VB&=eA|tuy#bZrlvX z5!W4^F95ov%Y=+GBWKo*l)jmjK<4sL3yw~d*3K>bh3t|W*|{-IKhsfY_M%D9xL6e5 zcaYHG$8H;So>gWZ8(-Kc6!qJFQE>Qo?zHGmoXy@CdAFzh1<^)4RkX5iX5SOFxyG+g zW4)*trd;Xw)l}t!J2Bt(%mRFEtN?nCI2p*@hAl%+>Jwo4RPDxQolq*p8BCLvkpt7+ zJ*;OI0#uG{hVyQzLT{&v7b&b@40?$}0QUWN_yL$Ii_?a*kh7CxFpJ}Qugw(@F1YMCj{}{_b@R1TC9F&taur zCTY2kOtQrV=mV+;iJ+M+(mt|#!7=vs#wBfgxv7t9cJo5#8K6T|D3b)A=jU6|*j(>%=rQ?#XUd7BAkO8wQ41~)CHANT zK;mFxu|!0+@(BaN%RZPew@~VYc(VGuRnf8t=E1h4f4++-&?zWiXkMC7c;o~sfXiR~-Ef;gmwhci603pv@xgTEd%=-1f5(sZ5 zV#3N`#A`h~@YNRxE6*Of8(0&Or2CPS{DuJu)P%KF?yOaP&y#&9L#DcmU@Rbd$)t)`J)S%tsxE_IC{#wan+a{TxIL!~yn9%$bI^DeLXkD>; z)=p{K@%KQm#-hE4Rc-oj@o{rlE%GmjBTSRHMgnF@RJckuFdcpupd2bor%x=FI3;mQ zk@PCf%dL)Z>VP);bgv4Stxbus8^JW`^%5G5duOC%a(%(}3=G%0 zEWYiSZy)AFbN6UlkBV%Qa#SURGp*${c`0ae-<&pmZdN-6Agifb4W8#9a!5+x*tipE zgTxyyDhTkvjQmX(p9|MoVn3fk1&%VjKEES1UmG2neEwiCxTd`J=BF1p&(Y4Uf(LBA zn+eyvvU^>~gfW_>zyx5PTmM~9sPGnCGEEle9v`Jwc=rz^%0o#t^6<@7dAy8N0C{6Z z9$$cd;+8{1uNBL6=!0W5PaB|jyV3 z*^icRO&BAEDT2^uDAC_u2jsM(?#RnI1qOzorHQ{W5gLCFsg}x(e zSZ~m3?RXGqMYW>%Q0HVVsk4XEYQ|R0$gX&9hPMx%-@)p;wzWwI0rUKv2y!Dsxq%T@ zs(RI>pm(biRbpf2%9s9*Bc(>DzYlC@Tz-kFI5zUL{Xk6h#j~bwH75)lS(>M7j*1XW z)6#-Y+wwmZ_mS?0w`=jLErbAEAz8bL7%Gg%St7bVF+;(Q6>E~C?ibEG$ zFPwJ+&cDG{oqHVy#y6BIOa?ftYn9HJ&%fC*X=WO2v<7BQz$Sd7zP)N}8^5Sh>)MQk zoEmx&oIL@BzqWpF|C+Z!p0Iu~NO&u-c4SY?TCO}X?@>~GdB>GdbW$IC#fZ8An#Tzu zC%jHI>vw5pU;OGRbMj-#wM)CcMRy3Tg(vk} z3b~x@wV&e^|2XB+9B7Jk_)5N=7Od=d+nmmB?1?U3&Z`ry=r!pwjeH%(#gSd9vP3T( z3dqAx)NRe+nKWF3LajklJad4WI=hlGDYw#Elid5;Hl^vbh#>wCX_i@@zX5Q5&787k znR|kme*F=4RF}M9qMO<`C9~+5j4#d$2{<31is zOL+SBYxK{@I=Q{R4o#^~r4KvWlzg9Z8*}`UY9sUP;FIu=&O?E((#x((II2JEKVT|% z$>@BxcE0)9>|b{hj4!=Aa8ATX-Y8jIXnN7RJL{71K6tjuz1*^Ss zBXT%hHFY)W%9ID$>>CfazAr1q;Aoz%tGqcCUgtefSKEbIAEWM6EzIbp7|57!s}cZx z&>2eTy+^H7_NO+KxoZzLS~HMoYI)ZH@~wK5hRP@Ds?J6Qw(sgAGm2Mtk~pULA-xu! zjuUg|lCyFcXDgx3z_J-f{4rXW$!VCSVY`uqT9_R{?Nm7{5gLW!{I0QF+o{+HQI#d4 z#%S-{a5&d%4A~$#0>;*3#z~oPb$|HvFTlL@-Emc-Q>#hV#zKX`O`nExNdDh;bMv7g zy@q&4iwLP;?{Pf>#cWuU@o52X>1X_}`Uz!3eWCY2)bwXXrTFIiJ@<#K5jQK2P)>Ej z#($(WW9k>48;i?ChR?9rtF=V(&ZCN-O=$M;DD4@{uXtjZM#!!|FaG4o?JUIwvI~~9 z6rP35Kv2oAkFdXw)aB~#)@SK+jaQ9RnPo>P80*AX>aX{qmU;llA=a`Pz~4=6==HwD|C33Z;?swq(nn=G}0FTe5%- z2|~%qkg%-E)sRT88ZP)y=-T;-8r7AZzsuuqGsB-O&6*86L6&#O!wXsZYgzntd(#4C zd+YjKRe@+;JZ>x=*X5||ca%j&RmM5wA}YQtY}ezFa=w#MDIwN)8u`0u3esf-jVM43k9TYSYV`Y6S5g`XH^Nh%Xx$J#3_xRV=DU1 z*$ahNxzEg7hHlAVXQ(b9GYj+9x8E8awwk6=27~o5H>;eA7DQ_#1Q?>`Wu%r8e^_Ss z1Cp2iZUOX}keRiy4KZc?F0JInFWVz4szV2|Y6=s*KLdi!_|f=p3o&us#q_3t@u>Li z6}h+L=2g?0t0dFwxnZAOs{v2g;v61oEC}2jvVb-E*|S^n1F`&}ZJ|N6Hgsb#$Tf5m z>Ko-W&La;XD8D<9gKRcU3yc`X8wPk*R#e7F${@*WtJX9`&{;HNmtDIm>m!WFBDpXg_x+RU0B%Mt`>LL(_6?M6*w-pbW8nYJJ|VSIq-3+Ca%7 zZn5&6aItMcFLk_FU32O?d$5Jv63U*-0OhzoH~+yIu3PTYkF=*H#( zQ-e#s{_rwUrg?g(EM`pwh&bDetm$UcN-iPd9zI9KYvxZTM z`+$n6fu4cE9`lal@T#Xdp0OhECy)irjM}r z+gOCae33pV+hTw>R2}$P;fGh>D9Xan-xw46ONzsmuHvH}|C&Z67N( zSA7-@qcQ=XQT=yFFPe(difQugSFFM$|?+!T`HxAuozJ=0JP2$)zs7LRNHp=mwS#MM_PjV zbRXsHm!~nRZvV0CMN^}$?ZvPH_l7fd9pbs7LksWi;vQa9$C!=}Wzs)JiPBzRWgqKP zByK@e6y778_cP#LPn#f;x0Jzf>F>mv!!N1t_R!jny+_6$zB;a)RaZ+o$KJn2_u3nG zR_hk&2pUA5`ff zEaSv7ur!ta0xMi}&5VaOgpbQP?))q}v57r@5z-<=E81(j8xi-CB{geiAYmeC*_4x^ zMz_S$mvwi>;fVx|k$2 z3y`=QzF#f2=cthonB%=$+1l#kK}26CepQ3();Bt~iFYQDPleJ>uJN!3&GEYfW7S9J zSHHi76wN}yB0>)v#k*Wb<}AgZ{{{Hx_!3%D$-OdSK3`ZWszoo{sxwIi`G^_i5~twA zo2r=lIEVF8;v|>or9#y0R{fJk8;a~&v}~34C9F<-`LWu9J#&{^kw&AfcYP-5UeMx0 z9s)cv{Mx(9N&e}jdE8dG2&d=wF^Vo__feDxn|n=UYr?%fMy)C-2G)?&h|E39N2!)m zA5btAauF_)EA8U|AtCQ;(3AWFpcd3T7WkwPq?b`&2yBOD`$y~SF zgHpug$uNg5Vs|MP{e)qSY<@9Ct=*aspy<9McIZK8G(-16(GL|tl}N~O3*rH|uR=Nu zCYgdcpDK49Ss+U!y|xmOmgec9jHMc?qL(2aMGm9i+p43AQv4iP-zs^2)VYrFX{cjS zibeEDMdH%z&v~gbaWHgrsFa|rhg7s${*;{}9`z$O;zy%^4GyYumlIb`oyu*#Q6#WT zTxj75T}RfaAfi%&IIStj490KbtO~%iHvl5PU?{g>MF3Kn6U2%e{Bqb1>xwtEL4|He z?8tRsaTZkQ%*L*!|Avxjw0)}`cH-7)f5xe21e;*vM(GR3z2lp3KA-<+-coaBY1jL4d+Fw=7V4Z+&M?fkH=$V>QPn z1KK+yzlAu{J=5PnmFvpu>oQ!n9igMr49C%IElQlAv?8#~gK~hW?*hQ=n+gFN4(m>R z{ySULfJK7`e2Loap5m4nn(C^o+zSh>~|2A%)1w+z{B#?N_?)1-Vu_G9gC>Rpzg ze^?dwJGiKte*Z`j>IE2^Zn#|SeUL?Tv*ka(_7eB&@E{d*{SgYA0AIU$kkl@&`^z~8 z(0lq{il_{EE&-0HOCT!VT<3i=qs_<%sWf-34Eu)9%aoBg3yVN4*H$EMy$v`>Em2(9 zVV9c$zH1J~L*)XgGt}ahd(6?HG{?egWC4 zS>#~e^pAhJyuBp(W~b-#<>iN-nlu>?bT<0(a{Y(b#HijibCND?PV@~q%sBzGaq%B# zP*G&i3noR5h9r<)P++m`aYnbXLMQ(TfuW~A;g5?vG4O*!>hN$8%IV%*__j}c0zmc3 zRV{GruS>u2%LigHd4H{F*AiNXU+;`Cvqx&-$AB0ULCQDkBsf2g!e zV+C(N#1F4qfB`(4Kg*UqR3-GXUk<`?T?kFF(&(81=A9%?USe2jU7AH*oPyncjlksG z8SKsOU%B4`eAAiY{d(k5&c@)$kI<^FqU(-4`zkZ+jAs`;=-Mk%!s&vl(`<&%n>Nt( zSL2*(g{E%T`t5NKwo6<`cYLr9D1aXd)`K-ahykBsK!x4|yZWE+5)ozZc9!t$+$N1G+TQ`2vPJggm8 z*aU@TmysCTk=?Xj`w@)#1K{x>yv!&n?dJTwnm{5CrWb+na8`9_i;utNjDU=P#Z*S$ z49+h-A2HGvq)e*#8BsX=e554XD}sz}7V{k)rOiZct%)bD((2T=))X};dbP2GM+I}| z0%fIdF_y4;cWl8D`>A43kz$?_Qez5fAjyo-TVmc9N1rdgH9Me{x=I$=-JTGk+zd~E zHw|2xCW5{aT(p{8N8*^)Js9l2lZZyfNzy>((Vgw`L(7bTLz^-tK`@0iX7?eA<|n=5 zN6BU#H3F2JcZlLXV*_z4@>G3z5~-#5arN~Db{qOtQ*6yE60c;4r}|m44L6p7xKMpQmoqh{+J)8hWLD! z-B990=S=ba_OM~slG+MaFw(xl4F9I^E3wOcXZ@Qr4e-uR98})O%a^8AyMk-w+;=+p zAMz^3-4+`R9OK15RPs}F7;z^ZXPnkyV76caLNB{}U^R3IB(x60z4!zc=|(>B*3OhB zjUl}Dhw!Z&+y1-AwW&Fx z-!J`9w{wuRL-6@9DSLNyB4s_W!@0x1zn;wMDXPz{9=%VKi zmVW&#M1G3C1luLi&06U#g>-8ol+YA8oTjh^#&*4ir$+&XW8@Z2i zIZer4o3$yA`i6drvy{!JeI{nhqXIfquQF{5I| zjhHNIS{eG8-WOfqH^vDFgm~Le@*Ri@5;8UAgFzg=OLxn^%Ipt+&3G7Ka}Qv3y+& zxLF%6cUiufSY45Y7>0g3Y=lso|9x|(0l*vjXxqIv$*;8?cT!SqaMDHlcGK>?m$Cg) zehNRx))Fy2!_>r7&KEVRXbrjHy+jhmMkhUKu6gj$EEUgInuv?+&a7*PCr&l6oL@HY z1DpPRlYjkqYU49gci2StL9cicE zS#YAE64XRC~R zw-6lDt9*OK%7yz!GZxO=PLm!~JlaohKUCZ|_KOo0JQAT0v+*o*g#Y^j5Kp^u&A(yPv{*83W-o@~g+n7z+ml{KNy=oYMq?!ReDN*i$TJr#FD zY&%P$`OyD})Pra-f{Z^`#!iGPq{hDZ;%wgaFL$cHlo686@R92C^`64YaLpt@*x`71 z$RFORl7^HJr`q!adffYOB@j&>!m0+6Cm_K|zet{TJ04{c06}6ckN@Pxvh!y-I54e0&+#gco_mBxyv8OK?lB?$ij&Iat{)HeJOVdzsac%5Ge{4ahMzWHD*Qj|ec8{`Kk<&e`}xUdkk!X>P}8YLd(tkMj+C zakaOe`$u?LH7QI+6fCZ&kthC7wd#8HJ}|JXS$txiB!G+E+6+?Jd*(pX$^Yt$>~{XB ztH-TBIS{eWPQX1zol0OGnqzuuROTw$k=t&jnv;J>aKBz!*t&aiYv-**M8mn)w9~Tw z05A0%Nhx|m5d$&BZ`JL{Q_}xF9VGmoWj_T|S9?}u2id{Q11`gO?sc6^d4&bl=bTqNf zZf89hY=u_@j~q;mjq~0aT%UxW7oj2^J^4q|9%JdKv$t8=%lzi6S@ma5I;bis4a906 z^OKwQlOLe#zbFs;oN?E;I(?btyv1)pdr_B$M%MH1v6GK?H1C-+4L8g%PUYH=RUG^* zx_{T&lC^c7H(!zMeJo_z^&4l)xD<9|Vchb$h56(&5@7Zj&r@)2nz7v)v0YH^ zuIbDCYU}Ge#Nk%rxs}A0@>Rca`k4F(q{x<-YT^|pp5N~T$_9+%?f`^D3@fbeZnD(v z`kiA=t;#;6iD%OfrN)SMVmgxZkSeAt*&4~g)VN0s&?&meJY0=<#|LHfF-#&>?`#Zm z=v2fWyA(XdLXEEaXILdtiKvY;H^&FFx^-b?CYLAPKhqD7;}ccG^S$KOgx)_FTZ& zr!t>Na9JAJ80L$fCZQz$+PQp)gvE?zCu|~AkXtq|9CV7)9;ASTzr(|0QTT|W{R$+5 zD-_cE9>7sFD&b#K;=9^Jg)j-hjvPP!2A!{(&3im^2c9eV?IPOm#9Ndw0c93dXIDCi zhiSY6?bN|lRt*_m^Psq9g$-PVj=K!nj($QZ%ra{vsK>vb;yfxUrWaFwfT`n^u^DLr zfPi^3$izaPX^;{}LotvD4KdS$20f`Gr}*j(a@CeENzfmB>f$_Y zM2-7nY{|w0{#Hh3*tg5Oc!%4CY{>^5l<#=Qq4vy$sj<@`Od+tUT3k;pQS?S3-=;rN zjeRT25&kT173RHW3_nBB9``R~-(1Vxe}>&(D$9NHrE4eaYh^{8HIA-;vU4WgNw+8p ztPAUJAeV-DGY(2X6@*o9-m0sSCDYX?B1y!j9pW(;adW~;@qJ*|T-F3A09eSU639S-7o`DmfA3`NwDz8(6{QJ#7n?WPG3SP zEPV)*w#=t4xf0@YvzxiLcz4nV*96z)y2&1n=E)(f@1-^1g1q-R`w2N zys#6Io&A~aY_#fs!-&(Kcc*ya&7DCh`s;iW`c8MtMHI|9A0akxr8a-_^_AIcr=Z38 z)Oq;ZmI=@6jf^NoIk@OURuR6-Vv2%R>GR2Oev?kalF?bVJL0LB{qq>LI2KHf1eG8i zECEVz#T;gMtNy^252SmMh6d|1yTH`wgkP4atxnBeVQO(dmzQHoXBnarBxfG*Gfj=@C?oC%hv}%WiQ34)3YBdwiT}sbdq*Ytzw!U? zrZ&|ytsGQVw$#+j4Ox!V%t+15!Mn`NO3Ba=WwhN=skx;vbIaSToIvF&7rD3O1aS~c zHvIVfzTflxpL00ehx@*-*L6Lw$HO{%;XO$+b_CKHDec#5TX_>lBd<;q@7i^Z+o{m% z!;dA$1}3hNHAExj$MTqOi~igB=p$Y7<{ZX_evaD7_+f3E)q!RQA15o_oIGDz(LP(6 zY!eUMa?W|awCkSt@u_9wcd5z6Kswz|d0XW;`jbm_di&nYB zF29(4s5{7gOa=WLgK;ZF4}W9{H-skB-k)A;+!ks}d$yQNIlnltB_6#6zY6Q~EmkRp z3KxrEbB|8BeU*B>hG*T3?+^MyTQ;u3?-_9g^!IjI?$Oi`Y{0O0xm3Bv7L znYFbXDkirJ74Hrp%J^?-6|$o7I8G)jT9VK7%jSZR=Nd3I9<;2BYnflOk;e3#U&7M{ zX;H#kM>tkiX|fv2G+y1wG@9S*U&05lBg|UkG@!|;Bn+h!4}2LML2dON=&e2}%|Dhz zE$^J+TL*KP#7~Qa*_v$m;wTd8|Ee;k=VNN^Em*kNGS}MrRX6ZjB_%{yuQFn)KyE`7 zb!as}S-!zGc?$tM+b6q~t|g$B>o&Gh1zWR;sBq5@#=H8T*Gvw)rLiYea1 zr^M%~FG90c?HkL7R?C7LV)GUkPxVVjD%8#ms5-QQHPVwF`}-fBuvgu!6s(5W_4KBy z$*xV!H@7GDK2d&Mj#qmgL8dl^$PkOGWlS5Y6&Y5FKkrT}*W3}F5(Ai=41N)`x{#>i zWA(^?+>W0dG@9<=d_U5kED(75>44~P*@s~r3vBLiSlsMLk{&XcJd1gBS3V0%g-@8$ z?!+Ca>@~q5rChi!*1bY!pqo_#zv39t`!$e~)F9i{?n6FGNeXYwHLe!7jK4&S1FG}I zjgiW034oVo04;3th}Wa+!p6#T%TkGMZ9J%pg7%)6+peWl_bd{QgwKbaZ@t)A_TuJJ z!IrqjahaWtkMYD%c~@^XJWgOk_7oSS!oz)IN(I;e)LMcy+_*6?9oJ&q$*E~I>Q2DM zWCsw#h``kIXO{O++t-Y1IkISFnI=C!ynzS0PcGL<(i+%F8e44~lMGUO1N3(O$8peM zR_dI-;vdo6Mv2SGx5x^J;55=F*p3rJE|yd9rG8w7M2v9fc9 z3!7)6`fsL?X8(hd8%;ySDW^aRHNd0qPd9nqCx)g5P-B-Mgj~qlPJ4sc6%IOSiMqnc zOzp`-gy^bNT(5J_*zf`qUN*>a{+wX}HI`9du z<(t)&^ne+k#kbxwqs1O1eODiSU7I>v)wJPDNeQTcvn^xawI9W=(s(<*LcaIv(me1m zkKx|ilxyws9HC&OK2>gpY|BFI7WfWWE!Y4V8x4*FXViO4X4bR``Drg)Vn!PN)bU(Cb#ESGNGL%>f`(V!a5%XVT zVfgaiX$etB-UOpvs%HJE0uuG-h)0QS2PYu&Bi&Zv(a)n})VS(SKM6_)N96x*)CJDb zC%z&JW}7eVKM^La)t%J_f%q1UXvju#0=xF8T|%E!tj1_jQk(e-Iu|IN>@}=$_R{bCUj*8SWd|Ho2=%}|6$d4jd$v5t% zi_G+0bwaXr?-dFV`LpA4*V?8(meftrp6M}?+vx(5?qLAmp;t&cDgvpsf{F|2p9Y7t zD5obI>H{jwMe*Av;6Zbg7bc7jm75i@5y?#}YR#Zv6UhX%_e(~?hMAJSVUBCAr z3_HkpcGR_GL1JG>aIzv|0Q`89ej;qxqP1k3S&$&~QF64c+Ifp@HwBHOB^Ls*UyUxhcTK(QZ)f^( zNmFTJ^m5ffEV<%fs@4t*;?DL0&WxZkC@(rP2^Qd;NAlBcmtAjvvI=$85r1s!UCOgu zqhR~xfywGvP|Gh2I11tgncQVSb{IX-p#a$$xdM#adujI~A|p;-YD#TiG%%QSnXu)yQwpWe}cf)8X0kX1G=;4GJi3(3e{v# zCUdXlg^chx>Mc?B>*Yq(sH>xhp+mn{U|SfDu%|MTk-gp2tFs{OuBl9&0EDH{ae#$E ziP%q_K5y85+~<|!ym)-e0+zTY7Ox>NPos4&zT=$V5*gXC3T5_EY^)kOYyIh9t;U!< zA1@SXL?6%)JHWyr<`%!`Ngwdz}nBwMLp?Nucq6GInI47 zGA~S)8zRFoP1@~l$b9dJPqKfW2g8;R`gwTCPJW7xFVjxyN^MQuDQ&HHHn?hZMxNAR z0OpMCQkhJQA*q^s7@A{}`UXuo{ifp~+4-;+aaBG!WQY0LG(D03ya_YD%%*&WH28>Q zt_SPu*F!D%ViB`eN#oYoCVwa&`dREaSfntY0c_b4Z!BUV3TumM*2ht~C2p9tlAzdS zTfC?v5L^F;aJwDY87F;fj2A(YTBjd71NHuc>3xO)s++7By_u;wkklMfYBm+?tK-N^ z3wmpT7rhy|ni(cd`^cx*E_7XO^tivo{8$XN6>%)y`mCVXXT2~>e+rv9NN)eHTC0KL zRLGxx17j}B*#Z~sKjTR;{vvJ=FAq06hu|fX%|j zolWEw9*YgUG|CB2v^tdbV=7r1m^RadkA!(9(l&x=su|Auo@>Y~JSq9o`{IaW3)s>% zVS>h53~^&1`&^*qs#{sA0g z|8>}kD)=NO|HnaR93))I1&nP%QceD&y?rch+(f_s@8g{>Hw_S{*R4(M`kQBJy`Rv& zv1Y>;?3Woz+V{uQ;|EH{}DbV(jcb(@I{& zNbX-i7Su8=o)3ICJb;>>e`V$BMbz+yJ1qXmcoltrhZPlYo-O$DidHgwUUKrT(d3P# zq(rgyfe5wv;o5Vta#ePqi&w$&Cn`J}^eE02kkByYvEBiMH)BKEBUKyT_X zk?p90U$6nA(C0MC@nMwwM+I^B<)yxiu9JT7OK$~T-EXLPc63#ML5CbK8fiL-@<76b zJG32%?ds!G_r_xIY=19Z$SX%Vx%K*KqjJ`x=1~1xlE+ad; zs)844=O6X#eiQ)HBobeJu?}L5=X~Ku`?5vvDltE29=4D`p)yd=qkyZ;h}hwG!zb=$ zZ9`u_PZR|iB0dp^7NpnN_uz(P3^^4zUYIKDtw|L)GqNBr2VWZx51X`$qRwE3rsL#Q z&5*RE`0;dWHri2_;;y|!=jg&(s$r?Zr4F4K4PGG8Hje5rDKFIFNcT6&+H_>4-7GXu z%c=(z+f(4F_~y1ZgHXx=#Q(6+SJN+buy2zmjmyw$UHuTz+$b5M*JwoX z@vA(GP`{+PGLt6uY^xPsB?Y+ZDLHMq-@=8A|EB-u9TGPgDZp(uj+Ge5hK4%w6G?9WW5895%QRW-_o@DIwDUf? zTfX)v0j@vH3;TfP-n)f6kiwn3kuuc2uNU_5b<^bNg{C!&8Tqpm?oxjWcd=(vV^>)-(^x^F)a*hM=?@~+`3$pLst4srALfeG4W@QHx0(yriVkTNLuuW&ES zSysN>MNmVi^LFjlh}al6`Mv8td--Bd&;7<4x7(S^U7u{qA6;Fp8q*3WQU)GBevoy= z;Y8}`gKEZGzzK(T|6210Q5$7KbXLf!xPh?5Z>$pURZ`Khd}Y!YddH<*QyrGd2I{6Xhai!4an-Qp{%UE8XXc9R;j3O*{kU?F&G?;)YTFFg;C--6Y&`Sy8nKAf zA2>TP<7P|@m2ieo#29GTeSG0|>17OlALg$gxB z(uZX8SCH)Aw<ig1R3d%w;R2tMzWC zBO$(Kq4Vv8e5oX0fG^rZ@ghu^jR<<^*|ju5@8F45&eqwu_iIaX zdON&PGT@Qk0~i0Ix)k0>D2Yj8i(}hNA&rovvf>f})dJnP+R+PZqXh2jW8!f!{*mIO zx1@eN8`Im$$xiYaK*+;C2LdY#Wy6tz|s`9(e#tFXl#(0k2EG5Ymm7fgy^ei%hx}>*X zCRQvl#;xla?i7&Ei`>;S$l?uj8fXJ|8n^i`>(s1D@ZW!AI`cgyLv@4u7}2vI*5$6b zD_>?Ntcpqhp#QEH7`EpVEFTxVStn|`gRKqFdj~oRr&R9zvlP`vj@F8~zx_A=Oe62n z=AYu+a2#s2Nt|+o<{mO>MN#_gS+gJY8KsJeI(6N~k_EAs{HCC$sCPb%SRINd19p7s z39|3uMZQ8GE}IH^+LcnhDon6vTU*6X1uDP6HSOoQZceB@bb;z0a?w8~^e6M_9JGeT zFE=9CX|}YtKjV&@*^5NJg<)dW;C{rtY)8B6A+NEGH9wi>ee)VIn&Kn|#^bhHZ3)k@ z`&aR&ct0;)r;uL0!;0CFZ5a2T2Z1c`y`y+G@1iCr>WZc?>&**jaqu*G(RVK5swOFS zehn97dxwK5s9x*n?FI7dLn?ghi|<|1MBHC6-|=Myo-pP!P=7souDU1=IEJ7TiR~g? zTgKR+zVW0T5>1X>HP90R=)L@cHTnrp+aAzlGgCghM)^yJqE&RCPc+<6kviHU1O62F z-T!d!<`Df1{QbHO@=_$~!w-w(sT1B}v zJ8m{AsP>I-h}_-_(o=qa9^9~^jz{A~qvsE-?cFmo5p=EvG+IZ!51Nc7*kzrr+M`Cf z@FFX2Q5AL73qv?9Ln)qiK5=#Mifs{7W2zj#^i;<|-*mErkZkmPYRTUg&-GHMb_RPKowvF2puBb6vn9jVOYew_NSUY9;o0y$AMmN4Up}daYy_j-u?TAo8kt6MS#< zm~^g)ky#|5O)~j*qauzwD!d`7-rq%pfwRQEwq3|k4JRsg?zazsGOcGeb;mTf$uh3K z(OikF^ALy0X_gS*G^4H!pjH%SsBr}&zuxSJNLQa*AE>s5IdU%Wh|^EG@j-68i<;yZ z1AXAQisGzve|Hkkllq!Z*HV*}`3J!)pwG+EA~%9C`@Y9zCd>E8!Mu58wBX1O zaggV8(r;7ONo$8v&LntkabJ-~d|zP+Lcc@Bu5dsO!VBix!CYS2QMB%^R{1P`AOxK* zd$o6d>PQFt$x&d8i7UXxp_F;MR^dkqkDw$lHsD3mOJFz^I}=v}=2ERQVcd?xWYoh1 z*aah*HZBQzd*PwXs$OstWkj;ca+Ab8Ts(nivlKW4Tvu>-K+oZx@_OzI%)%8yD`FtR zMK31SN`)HV0BYm>_Pe1MbN#I|PRqO9OV7Hr<9wVF=PzyAwkH;d1^)FeDEI6dJl3Y8 z$_tEwCfg?DSWMn*@=Zb`LSd_47sy&9ek?aL?p7xGypfKK_%g;FtT>b zZ(MXxI1MJ(&hvmM%C&aRFJ>1KX=;G8t@`N+>4a~$bNV=ZmJlqdxtr}I; zETlVl0konpcFRMcH>HvYmsQ@*rMB2j2VPt#!jq;KzCn($)QCdiVwQ)cRF` z^HzEdQ|n!)%GRH8M{($DXQd94WKd)TdTwp^pfl9>qQA;XC+7{C{VM#XF6rW*PHv5O zMiBgO9w#|5jp7?IlcO5~faKL_wU%P`_r!d+L><D3&>JsL=;6;a0SZzJJ_$%9beR1d5CZt!0zy1f7P9FUL_0hOOiF(oXtKl5G_u7SmGg|mekF8d6Pe;L> zNHxxF*Vnmmj`Ul%)x`3T@%5joug9O1S%98?WMxv<8bO z;SC1#dqj2mjcZSV`;Rj{3`*q78zY?5C(7BoCTI?mvz_X6j{&Bsf^6YhODc)&Y}?4J zZdAWCyhSwfexpco@CnqhyV!UF;jp-H_bKVG`%|mm$6Zk2Zl-Z#Hjgg$X*m*o64;7+ z^O$Q0+<;YE0)xA-3x@Pv>>MUDV~+gtV;+h~?5HhiNU}g@UV2zy?}B6{9g662yW#_R z!%6DPrL@+b`o-MPd&rvL`bM5_w7S7X!U}xDPg^{^Y}^rN<|-hS&>Xuhz!4yyb9N4c z_ik)Ky{~%?tZCYqFK|tWjXlOBI=e06nCYLUs;~60Zj_3NRp~rJdY|Hc*#T~leo9B8 z{TOJhQ7ak0@TP=+2h0;xrCT}@2?-1Wek#{tk-lJx9IHx>g~XZ8F#KQ28ZxFS$Aam| zOM6k%FH9HY9i~HmD+QP@+wGV~3j;$s{|>t!>*+u2C~N#k&*T^XgitkvIcYQEy~o&} zPrZOjj?G-lzFAe_`Wl<4VeL`;6FP<>A8$pDXW_9>x9Mk|$0UdYFH{I0e@E0j6kSVt zxN3qwL%-aEu*oc>KAG>TzcJ6vn4ag>u;%kZ&RM~@84tN$S5x)Y-p&$gJFJ+vPAews zp(M6i2Lmx~2eG{A(<%y~p7^+E;+OXTt;TzRmm`iH-zvH?ycN0M)qwBw0L1ipf;-~% zu03Hl7XaDBf)dWgH6E{v(<$3e26+AF(RmuNl5v|n9m+kz(BoapX}IKGlUhPD(eDnYa%L?Z*z7`y7SdXY(g0Xl>;2iI>NN+>#7b2ol=5$ z6e@~Bm-L;ElPc5;jaHdXAbF&C$}3@Y$mgMa?6Qlr){7n3Soy}PiP+a2%b&<_9TIu_Nx@+-!Sq`hBn69O(Vs;?(jV?G&HanObF*G(y=3JZN_mlDrk? zUx6=h_a0d3y(^P5M(?hwlPebLLkH(3%WqR3m~*7?LHhmk=0H%u3fiFj2nNzfbC{O` z23roh77v%PGD@s12=>Mv1D6Ta<^#e0J7|H|&P(v@Ph~GrUk4rlgq}NCWbgA6N_R_W z_51kpZTAr5yS19~#2Dym&0C@7L%ES_oYlRAMuZ{%NABHhx#3-wTlw|Kv8uPRT|r-3 zct}H9>cFQ}!res`{OYDnUsmPWcUiIH)}jko>nWTh%9ejqmvpRDAJVz>v$jMWUm~h1 z393p+ghlD{$ppslr2yUo2RnX-kSFMYcuc+>FdKH8fJO0|Aj?$-skMxHNK*iIDs><& z1T2ebw}UqoSmzU*jj2PkNpE+wP#f0ePfdMmVhlev7Fk@zt=rL*Nx8G1l(%`oF?<8C z@&N_Zdx5GwdBNXPdz3PK0hesPE2QbQ6|v&AME3P{EG9r7I688HD!QjH0`#&~^Tg9^93Dn>T}QVUtc;8)l;IEzkDSQU;n~iUM3n`In7h`sGaS} z-W8f<#e|cnGNJ8S1y3xU;!8TjNvmOUX^d_!j zer6qMt3UBj^UIl@y@2eT(37Ck(t&?w7jK7^?Krcx*ZbaI^|ta{H!`xX?$+RkF^|2F zPcPc`Q473cryOQkq$Hni3$(u|n3>Vmv-W-G?32z7nC*LMn@ZsUg<-k7&Cf*hF3P_N zJY_iokG2?ZKzT&ZHU79X^LrySs}X)Q@XJDP|$H$HIk?-Gr4g~Xt zv?&zEklttR$qmD8+AAAh8>k9LE`N)*pSw|5=S|xXHeNrT+}y0c0Kt%8Iw!g?&6>JLp=YJ*2ccXUmQG0`_tW{1#g2x^G@>3iP5ac#YWG z_mvPBFAs<2MU?sGiqBU7;w4WruW$F;Dl>^iZgeQHd7c&Wx1V}_`vx`nhPF3+1Nb_3 zO~iigmUGy5zmES?4Z60Mz~VmvEj(MJX$Sy*b!pW^!|ew_?}~!d1&D|U6U+OH#pI|y zYu^J4>J>KhS7RcT*qR^y$SEq}|W3hzcKpjVL_#fE|A$HoQCUDo4` zCsgdX$kd4XEw(uHQww1%4;l#vV+^7)sH8Ga(ERS_K+!S6 zel8V4TUTlKaraLw$y4_LVz0574!kK=5<7>xwAP$0|c=tql9fBa~-qsEIwt3$B;3n}Gw z{Fjy%oe78lqcgpA7@MDm6X4e~K{!Et*52`AQ&727>iQZ>5;QMmu*JYjkqV1=ByYAm#uBQ#( z`&TsCWal0!`?ym)7aj+kx+uI;h047reY=wu>Xy&ZtK4=o{PEk5us`nroZ$)D?~v;@ z1E`P9*1^XKVY-aU{N{#d88DZK$l+M4M6=;()U7O`$YP-&q`b$f0#(}cV zQ-dqV27^AFpL|Lm2JhsVU#004^9(GPn=xg96srLar>)8&vkBxVcJ~Ynv0iTX-O0RB zqdVn!mfLL`hx&YW>Ew{iO=rp{v&=}?L5bUmx=|ka#k*nbW6a~a;&9J=|2Sa7@HA4| za)*#2A9zo0)e(iBV<8uQ*S>MGk-bl6{X47gvon;OR>ld914e$ImM*^Gf0o?2-C=fQEYs86}^41Fwei*9UwICtrEuhVtZJ}YPK#MNh zXY}#$A6@G4mP;=bsosVLyNi$}vo6$9T(*TOaLYj``~`x%E<(2X#*m$U7yACLkIV_( zkE=OL$jTqfl%X3#hx-+%=aC~_GN{%<)1vBv&Wg?gpU^W#t{Ga~bz2dPR{D=k+IKsk z;jT3N##+e9A0&4t0bi;{f}i?fC5U=1wB36HfJ^wTW#lwM$UN9JKCevMrL6n(ue%~3 z|9Y6J&$Ur)*c9Qh(F8)Eb3oic$LFML2Ch_+p(|u_1T<8&sOq{iB2d-3BbhBzp3&QM zRdhRj>1hdO{3vtpeo<{ex@-j4VH@m-Apc5Yh(ppN?5d&)lCF4|6>=#;a8KbdKF?+w zo{Ou+S9C5MU8*DQT6-g zZA)fMsNQy>`%%?zok7IGS?e8kYXRz5^!PyGl&M|Y`1c@xJ1zo>1rAUOr^K;&vCnKp zU6xp3&Y$Yle!D4tAiE^fN)N?_w5e27FEDKPufhn?dHMuI@`e_v?sI_A-x6n4)TVQo z{j0n8GlWnqzw?DNDO!|spV^25gi!6kYo0$Ox7_Y#WJ$)483 zp;)SoJ(93Kf@!nVOZeVF4X|ZsJSRN+YokiSOcg>h7}BIMnl%o1t-ClpoV5rrM=q3q z?Y)nA_>vN>EpDnc=VcFzkv%Ui0eKUHG_)Ox!Lr8*V@GIw(lk)a4#ipPFk!%+wNalW z6dJVdedl4|lJY?hH`E%(6c^+BQF@gj9R!M_i8KGaW+HJS@wJF2KjoS@#MCM*e3k1< zIfsiGUxEb+fMT&a4yZW{!wHu;H*rGgLhN{w~jcktQR?J5i_;_>p`sJjh=Xy8nYw>uAALF-H6)Iw&RD7J=Y{Y zc7J@`S%IK%o%k>7G4Rake%X&c(C%>NB2cQ|pJ2Of+U52iTL*E=Y- zI0(7Pbt+G@^ewbmD4M1|+ix=dv$XYpf`Ql_`V#y{HR<*Ccy#H#Ib>;xE#|yF+PLEs zzGo%*FE-VwB{%pvAhKUWKlOD=Gt^AA)~JL9QZ;yd}I#6q%~weFqg1-ReT zI0mQpIy`v@@jX6v>a;$03mzA;=QTew`R^nm5%XS+?9o&eJ#|^{>fZPKK_|hqjnf3? zEFGSrhT8DM!hQmBRxo&7pSvEPdhd(e+D_$%@sRek^ZtdQn0fd!w(^Wv?4&P=DI6Lv zi6KK<_|H_5>!9=6CRlb6);&h9uP?e$t_J+v9S>BBpsq6^)M`%~??>K`QzI##_?)Cdmtqg`-#R!+SAO&44mC{;}1OlMMWPEwc8wzv0Jn_b+ZanhHTkQ z3+Z$2i?7ePI+?heg4SPXM-NK>Q$t+6X-ZkEdQ!Tx~p)nQ_FjEb=8ogZO?Ic)^bLu+m zK?B`tvEyX51I6EiZlW)l-7M(tjp0Pef`QWeFFf)Ir?1N7fc%h3HP}gNF$nd61MRi;Loq7O%2W5S zVw(s}$RfdsWWi)Z%s0ttRQX6q=MZUR$xjPTWy>kKaL$bza$*UgYj4d0Qw2gLu*6D{5WZ!0C=1E0nD z>ip+1tZjm^P*MOsze(&g%1iS4r73lk)OavdKWIQ&v1jS4krQTocMy7O(15#bTLTjt z5v~_sUDbYbf~KUu`eksIOVf1f5>{A(m^#IJjctoIlQR?Wn|ZtfjSw^>(M;wu(>1KA zzZ$y9sY`s8Vlcyxaz76 zz>l0Kbq0ZboXj+Ch-y?5Udr_7HQv0BCB1RY)!HQj*yX{RATT%?#}=l8P^1%%peY>Q zL+@g>%=wD7Md| ze{L?o?o_X0T00;n9AHxxTEQIU<1&*<+eh2}4`=&yRxEO0KBMitb#u$1?Jlkv88$_a zFEg$<%w0;1Kl-%f-IZ{6H8qp<2RD7L@ba%p{PV(bqvP@T;KI&>mx}_x0}TB0Ex~Wz z+v^_FYBz}LVakc6^7A-(v?j9cDFq_iOaV0+`;(K+G@umrW zPhHfrwqcJ*40$4&4(*i1OiA_51m2&3==YQ!UEXUFPULd$um-EOwGu)18b!NV7&zAE zB*}dBFMK8}j(jh5pO`@WI_Ee0JwE|e3aL%q;*Lh=wp&L06iu8i46AXdSh5MK5j2-= zYIlg0B=5mJ{Jdlislm|!4;~a}ahBU5311}^_!l<&Ck5?}`u#S0or{$C+%wm6Qr8|) z_$EfE(!ydw^_d4g1$P#G$A?i6$=pNg-t#HL)N4ccvLYNS_}|pp{49)`9!NBnP&c=) z`krRzdbVht>KT#znm23H`Z`a`Gkf&kkLQy#1q`V@I0*M7RLS;5Wf1$5-k!1YS4as6 z6Zq3AMEk_H*#Awi9z50F_DlZtTu*hsW#{wiPRn1KW1bgeQzj(xE!kUXoBSsQvGzDt zmUJ%C>z2+9?R?nMXRDNO+cxn*D6?+mbd-N=4l@kso}ao;do`sA)e-${)AgI5O%JsQ z{fz8TJy|zFp-+ZP@{1|DX!pmKrpa%I97or2hm9Yvw!nd8*agh&y4bUyA;U>Wn9>c& z&kVn*tz$>W_4W-R-mrY$Dubg6bQB)<9s|wEjLazbV+GwH>1aSg8B?P$qjqKBpBU6g zG@moh_Sy7%(yWbajO7J}<=NPtMtrduzFSKf`v>*;*yBrIH`6f?%PK{*h-Op!qZKedCvH#-5Qy*%$i`#=9QfYADqqk@@x8QcIbx~X(B65Qnc;m+q;WZ|EP9BDGTo*aQqKY&~2QbMMfp$EGVx{+vE&T2*5-gLhDDq%afQ&b_ zW<^~4FV&$K_dgAvhD?fM3mV_}yezQT(|wgN8R$e>OMfpW2G14!w;f^$al$!v{D!#i zwa$g~$gr8S7AHDblf?PCr3+S3hQ`jA*AIJk8-^5kXU=Y`obQTTR#nUv9rCT?MrcE- z!n}PqaoGph<|m%_+>X2E+{EZSFr&G<_D*MHp85~?!ppyg;0CP>50<;xRxr@axTPMj zV;bsqj{YdSI!^b_mvMNIvOMO*bBa799(_!?w>It^cYInEA;hUR2rV7RTJ_|(32LDc z$+i7ByoWg{bl^px;$@**dkKaI7QQL$e>F$Cgu`*Avu{sDVXQ6&1nw|{Oeyz6nJ-zh z8*U7pIMq{wYresN9ZC)a?eN5%E6kX`60t|>^U`W~Q=uLD?;Afd@FMz(eoOzEAH>53 zPj`kVzazX>6ZxfMlO9Q4m5}syACTkO)+SF09;Q1#;f|?^qy@?xF-bWFr#Y>6YSIMs z6bjNifJ-_!Cm&TNH6HmP#3lVM*47`GZ&jA@9zM4w?|Kh_JN#T)Qd{^IUMn}LmHQZx z2>M;Zexsg)wX%9;6lC9bXqp<^U;Rc;Z37H}r;mk51m%;n4Nj$gl%o`W;*2^dX-4UM zA-A7?RAvcum89WYFc^*e9jO4|GXZP6tYN;`QNg*x_ zfmDM?nsreQgM@GSv+oq%di2qkQ;w7B*p|P!vnI%r5vkNa*$UP(ub5L32Pz?qnWIsx z%+}v7*|ESmw#J#OJiV+(y(sdrmwIE~^%Ae%VP9`sxv{t47UB59SxDiiue9rUWKH>2 zfUIOI>Ur63XkB7dkT?Cq`$Qn=N-Hwl&mGlY&U%u3moZ4pX;>>eQk7fAqQsT|f}+i( zHRUSi`ryNOq4$P$11NJ4C7BK?4MBR}%i?L`ejVs|K^o{?qM4hqi zv96Cm{(DYGu3iKM!~UdN@_oUiGl~eKQ#xQ$*V!45yzQz3K%DA{9U#mK1k08Pq-AO< zXLcZ{)TTXcwW)JvpdGhgW%zK3Tk%F%W5`ov;@b898Zhet62w!K(xKnuB^yQcAbTX) z{T6z%TTQHi}fE3U+MisW*8705N+E?&>wY`UbZ!pkpf)i_gcN zVDuiGy!hJ#A9+$SZx4er7dJ+!dMkmM#3vhthOY1UHLLYE;o)FTT_4JLx+fs>n|#cG zRXp9MW%vs0GNY5(LV{H+E;LdM=s!>K@nQeI8i0678W}&Seo=Iz)sfl)lxT3)GmWuWqqG!2nqXo|4M@g}Y^4kycf2(Q zdDs_QWw(QV|MCX(+R|p^Y})1-%ieERibaRfZzA&@w&YSZJ0SIE9{T<3Xh$L+8h$HZ zOWW6ZK!%rLYl_r}q~QyJJI}l+)?ek2Prm`M^tN3X$di9klUw&+0RBjsMeO=U$)3Acp?g7ks zGZ?4vwqzM;hVmNiva{~(YB29^qQ!UQmRO@`B#h@aoJ!bxa$D`?+P#JX0q#0o9K8)i ztdKItJ9)q zdO=_E5wTUa)1Z4gB)9?PAasB0=R82PZeI}x)m{pL7lbR^Ol$bxHw!ba(WzOJ+|8I(1i%U+EpRE6uz2M65`4>zOm8e~5FgS4d-_7g)VVb>WI+GN;i#PZa=bR3%T9*v)Z zZCKTj|NZUb?KD|lmcs62+O;h4-e}=6d40)@Sa6J+1w&rGH;{4ouKbacFo)`+CkaAFelS$X^B;&ONsU1nFf&>v!y8VE!_j0f{4O@QpYdrdJQPQ>aW z5P2cJ0Kfvv=Yhz(MOaw?Z8lFENxzqdMQcVC)J~vdlN)N|8)}IwLm;}o`~?tM-a%VP zSHbZ=ybprxL&!q+!5&=R2cs{XM&8a6qrCQslikmUjQ9PdG=|dYiLoS;6srRrnK^y& zn7h__*_Uv0Me6O0NaQ1wbqpvy6-Y9@8;)}gF_PHnO652(zxQP%noHB9=_n@526@xjhQYpVgItZYiPX67jBywPW49Kr!nMYxsmIVHzCH*T zk&lxt%{dR}r!>??u{cNz5N~mXHnBlUN0s2Lc#i>O%uf#)fHNDCBpq0B0U>r5J==|r zlqBN>sUlXP%A~Aa(q#tb2Z4bayu#w^g;OEdr2~|4J!0ft3K0*B?HMhyL-iHfHK>1q zlGpN}?wVpk=MPX|7hVqfc{3FdK?ZdHh!fo^o@0=%zv`wjgVPjCdKi#)0HC`q#P}AB zB)ZS&&*_dS$V>MpQloxNGn-+57kjPdqAu=?pcXVsp;vZV7ZfxLx1p0Es9O?)|C`^A z%~NbJzjQwIF8`K0dRAuB>)7VHf&Ba?)3~X16U4vXUeau#zXn}t1IFrx*!uUL@eCYN zHN3mW`2XYS+{2mv|NkE;q8w6mz(k@0lFE5=mJ|&oiG@&v)Lg_cJ29k?eTa%ANTwH=CLNM)d6Lb9gZqY zryFZS2opgYwL%NYlTKHY&zI~_Zk@xT3YWVV#j#vm<-{d)UU+rL*RPYZHzLD)^{yJW z^g>XJP3+yZvkapzljSWfR3kaBoh z4)I^iIO80`J4<{`t~lehIPJFQjNxcFTygE!Q;SzGIHMOG)uNBDL`^0R6j|Rs3MzP^f+;K`HM>@hd*hF$_CEapnYWdgBgd z(=+#23{d?SaMp`x9tZ1@t2VaIzinukQ%_d1Aly#3!OVu+IA9?M@5VVvcOg?3Gay&4 zq||~=s>0A~az|0`iZYfxz$~I{7jWoLoG1Sn_n~PjOX09;x`25CY=~oS&+Bkdk5H6U zFeOcATUXE87%r!()!T=H{2H82(II)~Pr`$aZjqd=6kq@Qv+wo{Jn$&=!JVUmWNfTS zx>h?Vk1)}-@0xSI@vWCobU=bb%4<|9P`Nxkw|tPCdz<*>rh;NhdC|817Hwg~^-_Ai zp1#L?P`2Rwa`u=F&S`OE**#sa1>+jR`twhp-gqV*N?st^bJzp(vat2+r)l06d2yVv zEtRbJ{t#M&ntlFd>=q=m-EEO37znTB>xbZdQL!;2w#1NGH6;vWS!O(0DO?K{z5Hso zKV3@E|0`;B9u@VZn@8}SGDI(^UC&BW;)Z@m%BPwv#GsNol)@BNPHZ|(J2<1FyH)M0 zC!x8DcycqlsnocAz0eQ56^kvxzb2`oN%x#*df=fFuU}^ne~o5Gnk+Q;7da#cDJV#% zYy`L3@EWFJ@Xg;?QKir=q>>@`cMZzzZWx5Zs?Ul&d~ag z0$X)xpSK5UGuuzygtU{H1jEp?TYZ4xGjjxieTOgII|GqIku8_IsAc1cNYrx&Zpv%F zA*^6cb-mr;0Pd*KnOWh4xV6?!bxGAY)`~s=eumlY+2WAT8Bw=S1BT>KbV2egT7nHU zYzqS9vW}vFO+Wn#o`i+@YQy?V;JmpVW_O9bkUqrqONW~@lMtoGfXkSUZ%v4g z8IX^lBq(djbJ``7CpjHs6G!8uIpix*SK(MF$<*1yYV@aV3dJ_1_iSBk)C=k_gb3jR znAvjfCv^NYQNml6_M9wB41D3vryN+JXNrWfum@Ok{ps+4uM}#ANchtVchKxk?psrr zMs;FRb~y`-n}@A1#W)W9vsQ0xVYx-Qqi1Mf;MX zOlM+6zLF;yCVRu)hz&Zpo93q&y3iZAuZ8Gm&douENxSIyxI<#u@>wDys}H6LAL9*- z&zVBdoRhK_0l)SyJ^soC0!Usnl=KGrNSMr;ZcZB-P<29^S*$U&4=habZ3(o3~ z;0_#tx;oFzIe_IU(=2pB-CQFyqPVn3%8>|*d>yR~dy4&;S-QJ!yOpFkKoCOv_@B4qDN4`P;~Nt<&A3F%hH2aYm)^rf`_d|E6%&LY(w_TnM84K={-xu*7y%#Z!52KW3{Ud_w z=~g}N&iO%CjPL^!&F8$istE=7-is~~zEK;yr!7FdfLAQp_gOeyBH4~geIsb%D4NGf zo1Z7omjf;Hv+Vt{1N?lMGdgy2mUL>6>xMQCjr)56XE$3nBab`GS8@#_`V3W;8mrY3 zX`-&NxHmlmr(8L~edw&#I-+OL2kH+KS5k<_2Zj)}&bT`Hb+2%pO(tKWuG_n?vQEPe zf6o`DiF?)&bu}fuK$j28SJSS}=3;u$IK8@&p4^72(oh^f8xZVMwiu}?i5}P+`=lMG znVwWjT$}OVo~Zl?yYJC&I6AsyF+zoPeB>$KUbMmZFGN1R!hPx^$u&WB0l`~O{)Pla zpR$2g{RQ(YLMNyd3WjbOT?JX8YZwD;^V+P!*34TA3jD8*9%E&byr|G(lG%mCEN83R zgwiI*6t;lAY?wL{mA^gW6kPzk^Hv?=Spbw<-tv2(1eNT~pv*^ysh>;FT3!`(AsB!> zvIucu7D||)zF{O`WfdYd!PO>2E5-Ee#Eyk7bsFR@SrG~3_A7~-|nUx4bzt{=2R)`b7*gQ8bmRQ2vQr5n*Z=gfT2LBX86U=AL1Z^40pHQxQ`wwCVbZbilToRAM5`IH+64^|LH^2TD6q}VPvTB z)kw|U`|v(8nG}_t<7}gNLjVn-kMgkR#lu`C@BSw z-TIuqUv4Y*mW;c{ozw6v`Ld!Rt1zRVRj7yL{%`aRt$!|rqeIJ1Rx2c`)yhMsw;eS# z*LeI^L{OvLpJBdSG{3I(ngUMaZS^NhCDw=1=@7Mn(ed~CjflS`8hooBHtVqA5g(LB z`^^h)LEw7V`PdkbhQP|b9~I%tvHqIHYcCtr>PC(oa|2@@59u-VNWM6H3wef8ycPFDViHq zCoSnIp)GJQ`Fi_vpEq<*;cmAJLa+&k!J)R!5b04V%SrWfF!c86b5cETVl<~(a&KuZAK7g-9t6TIW`FhurB)`=&W{V7ff%hf-}9$z%F zq8|WLeN3<6l^#U%-%f%CISLPXDJ0RXk5G#XRTdUBlM74SzZa>IQIGii!)Qu{1?%^< zUh=gROevu@;0YAmax`30(MQ2M0(qzmxpj)W$a-Vgbn3JAjfP$O17%oL;t0L+6dgFb z5ShyyKlaT2$#=4RV&71##meu)!wd^KO0h4Y=v1hG^feH~lMPbZo?EjW#$QkIbNbDM z)ibq8dGv}m4Ecb*s`^u*zWF^q-oK-{hw8lRY9?vlH6K>3iLE-c-qemYUzx$4!YRTJ z zLrsS8Pgj-H9N5h{JSsJ9(*`g(k4_&*-z2mlIFZQTb@GLEEeL^W56?(PI2| z0xv?q=zHB5FA#!8g?`o_Mo-)23rsIZi)F#|LEJ{`X*5qO?RQ40VD6Sxs(&zj5LL=L z;l(?YHaK*V?d}|BHJYVif*{GGw^hzTT&!u_ioUA1GSCN~D|HRg$n=KY^ecR<&B)ei zHuPC{=znlaV;o*#>%OkZLS9^M53>rM^Iv z=RA4GhT;tfCKTpjc&Nh#ScTj5U!VUfRr~-+rW@~FxqPkNui)w0k9rHdT-5}yE$aCu zT|L+S{^`6XPwWe1;w%!`5|Xo--m(apRehr1;08Xm#`sTfzV)BuCF@*wc9^uiVi<|k z-kIdE5jbqS8~S|mXxq)J`>RurH_2uCaPnXF&XwQWj^AvrY@Yp>s67++u<@*M&8`4m zKOdh1I{NSc<+{E00kM+)=-S5(o0~=nX$pmm+|BRb1R<>^r#Lqk)-*GHw4QJ86$D8NRKX1oi5!ApY`=cR3L?3F?VoL*B-<|HMBw}K~}#mD=)j3W*MeMUet z{axXj^V6Cem3!3MkgA=4orbeyO=D@&^e$X!#pnBm?oSKFzRk@ziSXImo!BM3p(ph0 zZ|nJnnII?AZc#K(twm`!AolF%q!s~dSn>xx>kdT}%-2*}iL7`U^GACWMX`DG z+Dk`whEZWAbeCa%pk&>(@GGy^HLdZV1(fqSy8IuByC?-WYb9aU&#Kec!&= z>z{JWD*{kgl*8nuHv*g@j$3xrzLfeS)JhI*_9!?{^qDm!Dp>MNiRYGlP>Jn*stA3R zPDTYIDJE*t<Ri?X^stJZcPrji( z9y1=lxu4zMY-Um~JD_>t!rG%-F3NG`MICrB3N!vd(eU`%;(+<%tmp2BSay0)lbcPC zzJc-H7wx5)`wQ))>H7*rkp+ZmO#6QJ$VKAfe=ZWWcYMVIuqPtKj?s_>`^h=M7b&(0 zK%I#P04W_J)qJ71XCiRv;fcsP7HCT z!ko#@zPFIdoWqHztdn^X%Q0HgP;eDFeluA-fd%rtMNwwaj67S8tbD%p_haPLe{B^b z^m6)r`OAFyL#(CX^6B2rlq;e(9x{erV#;y5uSt@YAjoJ`0Im5%TE!hhsBkx{tkc~n za-&TvpSQ~h8!H4GQlS}7(`J?HT@AxW9q|~={FW2`&+=u?ES~h)4z0VnGpjJK>o*my zb-64-?F_kon9P zaZh4(&^RVCr%iiJ*VRv&xA(Q8-b6J)D1@>H44000Huw;vbZHWwbaN-9%oe0Q%!9|iQwjcjW&<9YjjAEk=`mr3`COAtXZlp&A zK=|nepzc0LGBOn&+-(XiFLn$@@Ha!msbzbz& zH|skt4W%X_!)>>8=W;o1epjiXTJ@VwN$Y}W%q2ocI*R_AI*b$DEvrxu%O8S`g}g-3 zc{2|1X<~_%>5Q%^jcv_U5aY&g9+fuSGjF2?`?Zf{c~_aV-zzBS@awe8B7%j(r(~8TuP;yD?D;Q3?w{{R9@*?Y{7lnL+P;)rcuBxa}#?6 zoAV#+p|(9ZjLMH#(yKjOqGkNn3k3OLdMl6>;J5DMEW|p+_@S)Xp&2h)yQQBt`G1GM)JeI22z`2u5!17&6^{F z9zCw>aDTFc#QNsJat*%)uIN6b7Gwld^Z516Jk_hzv2kC8t|tSlHCG7-5io!sm7~mo zzPQQHc{uFnJN31T%wn47@`TVJ@o=d0R(uoV2q{!~LlD8+d}}->Ko_q}0=b|dr3AO2 z(1OarakG)ww3`r79i-j_Em*pv_Kz>LV}!F_yLvMA3CSPR-*LWvwPg7!<)wPyPLEH& zMcU0-{5uP7#K1ha%}o+V=`C~sW?G<-E00hsn{j)e-KCfrtPx}kQY8`r`2#*PexZ}v zpp|m`(m!qgXJsiMLE*aohT$mPB3!+y{#)O4*C7xJNYsAb6g+<5nTa%1{Q61SULA;O z_W`f;F{x(-SHv7~X)oGbu1eP8b47BJ8q7$WTJD4bW$64*Wy<;Eozb`L8dwP=2{RI5 zOPR2~sk{g?Tg;VN;(CAhrKf!j^%3y7KyLr!I7K8{8**eRZchmEuEJ+Qfe8n{0dk_> z7;?=St`&r{LvewUB(C$~l-xu2$bAM7Nx{pMcrww$ltw;fB8uP{6%wkCdSMzQYwQ^> z_4S~qexXX%0A3wQNkk`E^RHb2r(jZ06HEAA1vG3d@oo~i^M2#)Y~F}rA7MjsSiVJ| zr!n>r{nJ9!N%YvXxh)MIIzysXrVNDI|I{Djze zuJnAn*R#a%sPmn`yKV(x#VykP-;NcU2JVJp%jJpgJNZzI50y zt>`YU`BbNIVCpTrn#_uyQzB!wQf4e9HnD|usS~!hP+Pi1^esX0qqcza0M5!kK?v%X zM>LC}K|5BZggcVZvUUq-vC&BT>YyJ~5+n6efon1{Z@juVIKH1q5H_8}E5>BZRBUCmsy1wdp7 zsT>zqULe)oF5Mj$`^R(6jOg>Ri&wDmP21P->v=Kw-uXr4mGuj0d%GEzrMZHj?|tSr z)sH$Lp?4Vu=`emI5gw|@8aXLR*fLKtjKR)xgOUpbN_(x)QtGl~IL2|&y@=^rLJ$c- zX^r9J158YJcVd#L&)N$_6Cv?~dIGygcAatup=!L1PoJ?)qE>f%!aqF9%T*Bg4d?5; zzC+5=BS>tlBF`hrnhIHcYJYpxpgfF!t{;Smz4d;DpJy?fK-87y!R*Q60!Ps<&}DrP zHBbSpE+25bPx{*2i)(!5iZi-Dkajt1Yv28<=~*A8*p?BOk!7eF&IiN@jqXstzcYR- zE9S)fB_+Xwot=bhS}PLH;u;Sun>=XiWnTWdY!ZRCgMVE3S5iWRX_F0nTWPIG_Z_x> zmLZ5(3+V`thV$o&gJ4fxv#w_`7J9Y97m>AECg`>Cq@uVg<-hE0q6P{ey9~qGBw&V*%#RE=R$=%H-%2zI2oVtatlnYR3 zL>^GM6K6_0glLIJNF@pq_5qd{+z>&IOvoZNgVKg^AFw&d^^g@$cplV4Y22{8Z2Yx8 zn|e1d#^4M41rb}WAAVO+AOSvH;-F_s*)hNs-l*ZPO03z2#CMLa<|qjHjJ$ z@~9SJq^M8Ww96XvRS&@UO7H(`_jG*0%Fp_b60de(hbcEpF@3S6c=MZwysWXGztVWX z2P}-|phSg13V6WxHj42?3teQ$&EI}_`vF3S_DWrW-L^sFTrZ&mu&m2Z+IAiHW^%ZN zcis^kZq{!6SC2oH(Pz_j8d?(mj(XJ6SUF5maIX>7rO6Gp+iX!WP_xM&CjJfzqiPG^ zc(Y_uWcQ94rEH5zJAK@xqoBHaLuz4e4rI%fy6HIHmGO1_+C2aNQJpU5#O9@iD`EXg z?vg*Wf^Yo3VSTzs{Lm}s-20BMr*#Pi1FLxk*id5()tGPtedqV3uZL~5G6pTxtUtT< zI=^$%v@&;WPBrVhbzlevf_9Kmi~!#PDjTYeqAVLoy2qS>cmB@IJ9YA3$qkvS_rm#% z+{AjP;M{v>j9cPXLt=>$e&BeTRymX{PogV&uG*OByQ@1m&S;*0Pi_P^jx2XcKrZSg2I~QIS}HeJ&Xxc=bhCEmG~4WWK7{SOxy~NK z>&6|Kzo=Z}GpW5oaCzW)sl-Hg>-W5VS#f`4Z!z~}GwoztXaK)TH!r zhA!OSboMPdq5JY#;0gU_V>Te1vk_nIzDD|sEYu&o7_R|Mk`S~-{YSM<=DJgT=96bD zrJgHFHI@M#)(f;blpdS(j&n0Ex8628->oIy*EyC6?@heI&{k}{vAFg8+o-=R%aqGC zUDxXO;awG%C|Y*8T809M!=X#W?F80LV`r_R9qTrc>X&%9VB}-;S%b!F$|NxyT<1sm z`6oJFVaN@0TimJ7=>b$f}T2%EwUOUQ02eZXgRl* z!h;%-TXT!vZ9fmRx1#tMoDo39k@WK!ufo&pPQx_rhwkIj!lf7QtWg;O|bHxDX<)LYUzhfk!Ikt5$ z4R<4jeyP_Bdf{6(YElOl49KSrgT?a_ps_S?H zqF;5=c=m{kMp1<_X$OU61lD!oA%LHR8aL3a8<3}Jo?995oQSO(MY<$jv6QZ69p|fn z==)V5Ha2y0<<`R}YUg;+TGX*bZkDx^o{RPHoZ<7#Jkh223x!Qrs@re%9iKe)12*Bh z`~7mBR_7!ro$_AslLuSm7)mtpS^sme(3pkBk2rmy6}-f)B%D}rB|ZPxr`eZ6b9`7l zbEXP|mwDhJwJ)0yEWB2NCo+{;XAv#?!H^_61;0NVscL?_s~;zN4EM_nn00)qJusnf zQPGU_C2fCMmX6u4NlC|~eP%5Fy*GyL zN)PdIcKT5(#%zaEE5|MGo6#br3GoOcMDyDdX!rk2o23&$%B16h*3cH7OEyoXpe*uo z(_S84IjZ^ca6|3%`+SR3hRLac)(-O!JvL98y}l{U4%F{%Gd%UHOU&m&+Q||WpqkgF zw22B3&sBMTZo4iO%r)(u_vN3>MP`6^W;8L0cea&@7188>=nL%Clrh8HNU z#PuBv4HESAcet_B7pW+<%x6&|mP%%Q?$Y$kV#0TcIy_$POS^K|7_cuoIyO5*s3&cI zekZNSEjxB%PkrpC&8fK;uM0g_0;95_Pcx?$huP{xoKxpa>-Da$3{B55JwyxVT;J}C z-@1qnQ7>&FLEi`Ug=cdgU|4(2^^|Fw;n`5KX*T!2Pg5cKeJ#O9Jz=^k9E0=bieV|6 z0>!EXnjeXLY9IgGL5kb#m&jwJ4_42`Xd#$;yeLA2aA|IhLn1Wn4bNDmGj7F(h|Lz` z>dKJl&0^uY2Ay#x08gj`^6A_W>ud+<&~WQSZlOje>%LrJkbum(!LZIo*0I><(zhza z-~m36sp_q^@f8z`z@3tst7P)yT*C8-;9t`-C(lf#;vVLiW4SNk#UzCs*Jhg4*i%Db9cgVak7 z0okV1;4UL;JT7^CO}WrsZIeoQ4E3VbRTmhUQqsD2=MH&Q@2LsC;m8*E{tgdHjk#aC zqkY@Rr8~Riy$-45w6%LMq6Qaqr*)?%dmI|GF@KECa8C`fSF}?cQL=L%Io=!VB?*#` zyeq(;T|yW>RUE?*Zpqswv4r0?CQGhoFMmUJ{Pztgub+w&Hjz&h?0>~AJLC;Vj*5ZI zMouAkwG)L(aup_4lH{nIE?DhMAux+<&?CwIlgnawUZO)5+A7dtX3+U^PmdZo*-DzHg= z^vd_@vO?(NSJ6*=Y3={M72G3Jb6&*+1(a4qyn?P=?dte9cMB7FYzjX)2$AMiC zb=~5dj25sDa^rq%LTP4Q9n?34u>B;i#X;&tXVgjGV+8CWvg-I#c>4|={W zZeWuwB~8)II7BxYy@*mKl?^_H0XixOA4);wLxg|qSM=NE(SlO7duyHd zn`k`33A!?aZ#+JRzd9<5fQILi_I2}`ZsPV0RX0`uBaUsHZN01=dyq|*dKJ4CLYKFM z7*rYV=a*X0MZ4$1&8cEulJQY^P+`n@y|pgoomUyJpd#H2$kC5T@p^LRyu#iZ-1BT| z$sq=H*k2w2jJd1?XmlX~9uh!u?v08bKYBusyC5w8z+hea6Fkw@+nt+nkdsC3zs0u+qGlM3`O$&om{#WT?oy8Ug{(*IONMZ zd4H$ZF%4(!!jQ;fX*#iiV{P%J!P2pRBIp50tOIDwMub7ISzn_G39mHTb1EyAbc#Cz z&f@-;&Eq!pM#q_RH6kY?&1lKbMsGL&!rTwPJx^kMJAu;u7%UAX*w7`q+seZxwa*I{ zgAQJ4^ zw|hzK_o8BK^u*sqhCzIkL9F?&=1r3OB`s)L_386X!Zv5z45s68?` zh59;_jp89%sgyKb9F01-qfap%;XdHbbSW*0sYqHFlPF*${bFa4hZ3X7MxPbuD3D?- zdTdJ}L%Gpu*n>#+g2V|yvnu-|j57*i+m~Fp%nz<1xvHH3-yPQZ#7=yUPzof=28=%8l{0qIWF%R;p_LYE6?v$PX44p z=<_(~p7UputzUH{iap=c{PN@rgzdMVzpNfKODqplhS}3Rs&532nNL}!w&!{NcBfVZ z=B;zX;L;LR;>_1vY6wlS8;|plFJ7RA!Mr$nvrxs%T#MtE)#0L+=K;3Tl z}u{^SJ<*#;>{(P6R(F|nz(R1SZa!i-rl)|FizQq+>c&CwJJrl zwYyA1q$2VlS9ovqYbd-z{2>{6L9{cZ)FawD6PPqbwOaNooiyoNlY2kzDOWw8&X1~Z z_H1J6TuPk#l{h#rWkGz1E|S34XIP9(J5!6!B+hmERyTF;vtPUH>xI9DXiHg?T3>Sv zAXr+A_*}4bfBg?Xbz%cvy&q$>3{NOJU%howF@MJY>i8QRL(#njHRG62)o2)mZwSoQ z07Xu44_z_ld)v4KX-bW~;dfo>ZvV5@aCK|D>;x@*YHM>qi#;%QtAx;Bb-s&O7oN@P zIG4)JSAfK9cf5A%>MnN6j^W?vi6%G%Q#m{w>*c z!Y+2Ii_n^!6K%GO{A-qR%6*>e(RbN;#2fgMi=^X-cql>GWSQ+`4>W zkf{F7(|vlE%u%olFC?uZpTyk|i9It#DY4mHB&5H@sW5PeK^My&NG8mx2NJeDt=&@F zp$kp70>vy+DzLoZrmp(vXYg>toYtpBPiHlPfjQ9q-8o!?*I zO##$*7phF5{Ud6;D+a&|vsbQn2v|*UhGlX9UW0i;S`Cy?M0{kKX?RS&XRZufV5I&U zvZ}#~{<(FsN(PWRm6w91I;C&aW>k97hP8VJou-dLKdD$NMk2uD<5;4%yZ2J@C2KA{ zSq9gk!@|EgM)i$3$W7VyvraY8>m884g0ZCQfWwu~dDMA#2Q;9RxNgUefpR(LN(*H3aq zTOrPXqqD4U*3JOw_YPoIkc^FhfN_VcA0x}Btd^j7?-rkbtkw#aSBJMRELAqT3%E#D zNxkTm<;aC@J7*8eRY&IztJPA6JcH5kq56bsB+>~lyAA_$pExSOEt#r+QMM7>hjlK_ zketId@Zp7#9@&tvW64fPG^;{C^x0-kX}hx5&d9IT3JgLwcvuegL;;%o5$T$eprN?Z z$IoM``d2MqkTgh1C~f&OX^_&7a#wftTw)-^!NU4R(-cO{-|%%KoN;POaTC5yYgqz-H} z(QL$+^W287NSVMN-~^z zRDneCGZb*+J|ySDcdA?t#?E*r2F#rgmummISxT-~V#0A2Ad0K;SnLu!!^WfW<7}%j z>qihWn*BCO2}CEl%pN9|U;3#~Zhs4xpfGzv_raqVp*Cj*u@7ysstTNBY0D_J-xQ|< zJE-OZVRtf2G4mpHIom;en@9^6FTy>QqYNw-fwHr9qQNhkInQ2ne7|4@kJ2@}@1mBS z5TIaT(?XBYeqJEpVo}mXpnmWd`gvDkaXBD)1^I)&Z?xuphMN#b=`%#2DEMj#D z?mq7WPGN0v+ITC6Dz&?WnJN)zX3zWEBmVl;&kFc)XjZF+iA$~`nr1v`BghHvR7Uam zZycb9cA_D1GwMpiah!sUBJw1#<@LvWaI8n4p938_mmt4OOH%_<+O>C=*hc{-n$$AJ z@(S)GFoaX-&iH`rXxv>2Y(=I=vii6VaU_yc9pe)cCdDLfHT@45f)reDrLr{UNbz2< zp-B)<{x)v!y9xHw!|q7?ca7M0OYr-LO*s0tZD$N5!=B5(M?SVCfiu&;sITIN*YAVb z1*L@Kj~1b83g9i|nHtc_-DjOgZo|7tj3IAx3U_;qr zZ7|o*_9G)d>t8qH3Y$9}G0^%rcdswjur;V|lHDdb9BWEGxPu_Mph?!w9IMsVo3DT>*MreJ`@t={wfT6U z1@yijt{IpBS6q+IzeKDJ-474${p1GT!t@u6Yj&~I1?tUm)bu)Q<2cLF=M}|iW8e)x z_7d$a%oqP7m42u$_Svhr8@;y}x_y-9<125oJUve9jyyisWn2)vB~6FAPc59f&iJ2l zn2+9B|2}!jACL1Lbo;aLZEzs=j0HZrYk_{}71yV}C&c>|tbTTYtC0ZXdGP?>aD+=c z&`<7gE5(o?_aw=w5gosCq&1ToNkwRJ`YyaOy(yx+tJ;k`A$5+77*>p!6ZQ9it?KaMDJU0)rtc4^i0129bAuI*!O_v$sd*e^@j zQ~`7c8Y5{0`%t89oUSG7yv*ZzjI3ZH&9(z~G$y6_;K^~e>OuSiO!=#g{SP|{@XMui_L zwp7VovdmBFq~AE^LrIVat`4J(%ix2SnH?_9N>)7%&iup0M&R(%=d{tZn&APaG7{6e zz4X|jfVl}Sh;G+&;Kt=)f#8^lEG)%go3`aZU9&)wLf{23_P8-6M0C6FWkU4!T(-J4 znzR%gfiENQBLd{FlS`H+ z406|lk6#G0`oVtCy9Zi-;I{*N4>$SWP`yxiG&CNrx1Y%U5)ZAi`;oWmk80hw8y*`! z&?4Gbq$I>Gx%9vu?@6E?BqG~|IZf&h=I|#kYP0r@B$x8;9F<1$e8=|+LE8+KgZA!S znM@F(m?i9`UA(Le?-C9(FgEoo5=5*$qAuzfQMTfn`QEJ%P9*4n04dmCuqwpLksWMY znPLjQ#^QA7@QQxJm; zTBbH9_p+#8;$zr9wuc|UDB{Epwv$Ufs*% zJabZ~M7Qc)8)#F0NKDB?sf^ML9Cs zXi5L6q&638o%t>H;Q^EMbDp?~!y$?gH1JGj>EdGnm*|Tnul=y$&8*)J?#a!YdHHo; zEjwUNDxiStOQG(`9jyav(!~HU)6I`jsRtUHrdo}@Ed`$T*Oq->LSMn}Z{0wuv6j9Z zj=|sa!p*pP1qWz=A!w4Fpw(QTJ+u;>z#MqN5t!rcFG$3{gwhxi#24tCH5rhUHB_SkhdmI) zH|9jypOZx%kML-^f%%&m%|DyDY9lItt3+My8^*o<4Fd|MtB}~n;Ly97lIP^mIYmi&U^ntJk301V}N*f|4-ie_os^Ow$XP86KfB4uE3ymLt(veEEE9ZpC#d_VaUdR$aH!6r-V!nNZW$bY4^_+C*X!B7oIju5 z4K+m8_$rO35JKQ-sqZVLHMgT6WaE`;R0sS55(mgDX*-F^m2G|edh3wg2tHN2A#jSH zU_9pezDnDrA}qP%{P7UTQPrKH-%XtRV7+uU2u7NEM?moVJ9IP$PZJ&wq z`M1eQ`-Or$nx;tsd6b=%V7~u=Zor$q@vr@lt^{>FT%e)bU204xhBaIWhO} ziyQ5kq2HZSLwru+*WMV_whAmUZ)BjuSp9F;Q6He*Ul)sht$XWru)oW|HgBYcn4I)h z$VlDH7*D(NWvb3Qm8xjs_jah0|FlMibuY*gALoCWomx2>3evqd5xSkWSub4l=jxQF zC1B$<7!aH0fOndAlZHZ$6xmBYMkVzu93$t+_$k2h428heKM*|Oy1*jkFgYTN6*AWD zdcQ@t6C)5|Uv_I2NuS;gYHJR8WhJbFl=@Z1PD&%f2lc#G{ZKF}5ytNn39r9~bN5e_s`>{# zna0QguL+I=#brmjhD6A8?-wmi1rP8u*S-aB*lo82S?_u_4E?etbo>$o5|wl=TJMtL zPqY0Wz6*~%_a`RxrXw~Zqi-?uG*xF5VF2n!Fb|kVD(`@15lq_kcTiEUs^^z@T^ZyPu$#_Yd=3PTaHxR9?R%g*vV?-bglxt;ckprr-IjkFl+-mQ*VfL=*1S z5lvUmsm9Zo6jtl~*YvMJ7kv09zT9<@Hr%h{V%j~a(ZhPKMm^Qj(s*&<{-}W!ocL~m zT1V$7S?5`>z7S6)IIfj|&+Z6tX6ZvvZ>K!<;LpU|&@^9Aj{x^VJ^@9cygVAe+(mUB z5p0KEvy2{b9@veqB&F)B=MQ&i7ZW9vX^~f~X7Ae#0ZeJwE9?B0t@fyduK!*zsRaDB z8V|i5i)XoU!Xp zn3~H35d=`E1|m%tE%cKn00uwMH?HXhD|1#Pp-K+Ag5kisYr25?;XZ&^{tGq2+-2&) z|3zS11y+i7!u`+l9)4uq^yhxx`sNZOn0`IqBnU||gv|Zm5!vd}?0to*(o7}dEx}A@ zH?fP!|7-!-7qYSEt%EfC_}ZYn*|_8zi&TBMWavbsvLNH7iz(I#w>}nVeBopv-Nvx5 z%Sn1+iC;hjh$+4%d5(&s8kIbwre+G$rZ6=-|e)8~Npwpd{$MN0*~NoPSnoAx(|K zSl|slvtWd$u(%TF5u?0Co6IbV;tpRYDfD=^0_aP)X`U)_HClN<6{}d_mu?5a7FPg1 z7Xj)A4hRCU9m(<83_nHIsKN5$3sNK)1#woaKB0c^|7d#mK&Ib6?mv`6%BGVXr=v=U z%Gn%Jk|L?(IFVFNX_n(QqU@7UQ53eEa<-hpu;na=&H2od!^W`KW^A_o_Wj-W{n!54 zAA9fgzOL)_d_11f0R`whR|I6@$tw9cpO`l0k(z3@_k?twUZwu={i#@fog14YhO9b@9}~07)qo zzVM7JugUmuHe8dn>#vfyMV#v52l^dT{0O_+4oFv5r(KZ5+{(RMC zIb241)`ql&mg-_y0WZ2w3dN4Oz8>=r3Iw}$H?FvtL|ew=COR@TdAlqj zGlj6_I;JuZSAyj#)-qef!)?VD3bVTLyZg0NIlEh@0#{zRUv_A8Ib*6ye63L}_&jjc zW>_p%Xa6uSt9*HR1hbS7sEWS{&9fS=I>kWP) zEp-hBFC1=dNH1$3{M|6ty}}kuFDP~2LoOC2J$}kF(1Zt;F?rv+g{^7*19-3hWC>d5 zlV$GLGAHeVd4@~S%-|~bZ3%6?QFVaoq6R8V+H)=HUo@+TCeCURXVEAFHh3H4o>^!* z3=-YVZpMBRtPTvz3<-ep2@Hbv$yCG&?l#16G+zGxj%56q^(8eOzIhn6WnSVq^JI>Lz5zxiiDadA zfoT8>y6TQfYedjt3?jImROdFF4=z^ppA<7=DhmN3YLWtYu4rLU%`C&w6Q>euH#2(? z@Dvji)8{`w2oTIyBIz4n=#Rm)>GpiS*-%ZX9Vnof67?_s<%E?4W_$HpXyvqUlCYk#3R1;xaH?$7P#drXS8_LV-~6SS)M3FcshB zV+w&bQ4BcR!?Yj_l-d}DsMq&^XiC*$@}i05BJAqp9!jA2Vo@-_(%4sYbJ$0OC4Jmf zb)y>mCt|-O&tEdswi8f5(-PY@HzSY_Tv#g=;Rd>xDX&UCU{8xsTJUBBJ8>q37mdgt z!bylN)9(#;eW0`-V@#ZUB&d=s3@&!>dYaik!PZ|0Y#8}cX54cd4!uWkys{kn6K$lI8%T1941CQz z{9`_({yiUelf-qrj&YH%Ae(P>F29GDAA4kqRJj95x8P7tyVW=$k$L)iEr^4nZIxHI z$IiL=-J6=U*rdN)dX~RY>B!Q!o55u^z&R1f>&OW#Wk)L)sU#C-yIXtIj43M#;cGrJ zJrWlgs4)U->+&jRih0^9NrfTA)>VR!&(qb_u57M9U7+}|#+_Kd_q0hh3p9&VQgd5u zx{Ofd7)@(>YOXpE3^$k$Tf1@HRAe0=d=(}dM64|`c9jmZt(VCs@c<+^aNzy(OqDpJdMT=b_eP zs8&Fj#5#X}Gr(*}B$hNX3O1*fo40N$JW&Sn0G}J|o@Tyr&d=J|C6q4@728`v{7Qsu zo4;2n)X@?n8sz@uz`78EFx<5+Nd0Qn69I*jkN-6QSejPdb~o#R2@@LH7_+URX<0JB zoLY6S)c}c2%L}bYsX4!(VH4JU$JlAYt^bxDxsE{FaM(|0xX%B09i65 z!g44uabs9Lo3Ap$m#|!EiIx>0iOB;Ue^5N#yX^fA@M~uhKgg1JfBs*d-FFJ&9Kx!qHicd~r0yu0-W3MeXSfhy5y4mGA;IC|Lr5#*{) z=SOpi<6z^1Ke8b@jDyn ztS;GRw!&~^K-G`w^3P`tnp^4-5#bK$3htXp_qz3@O&c5XeLp;Z(5R>De-J&M86I5! zgA6yxhDc+a1%HN=o3&p<6$Ppd9A;r#MC`Hc8pqH)7=7sv6qYa?!7})hnz=lMw;SVS zerefUVsTmA6U{pvH`-sp0@wtp&+q)-1G*}Fo2*`iAYR@b`_5+e{z=~tpo@AN!31i4 z=M_Z(no0pNfLpvJ>*p;64c9tieTqLr#LLMCaY+Z<1i1*Lb6U^&>HS@ENHI{&%*G9t zFz9wRnM~3z=I-)N$G9FKChsbfH1!>Tn&tgSGT!?7e7Mv6V!&SSI?SEO9xMOZk4f=g zhZ#X2)e*4|sT^>bSOC8o76_z8V`aYDi)SPDN4`^xd=T(t-V6VA+3*%?`wwJqSF!m# z%^W^+rCE9|^AhG?HMI1VKl~l}pEf{bHfOK`d2^8F_Aq<1>9w$zp-c1&c)19hw7rxc zw3%tF`sA$Zh*wdX>5XQAThA3cNDQ1cJJ!*364UPc)n zdA8#cy8*NP;7)L#okFmfA? z|1`^weWCW-6?217{Jnp~JG~Bt?f~281Dq%;b+yOQee3eG7eBtg__anSD}990{Q|@S z+!$k>i)2dct2WjuZgr!}c)zkA7hk*oWZG=2)&h1fi;L~!K@4qncvS@+ zgG=C!+xeN&2Kz}n!7PW4>Dc%;lhyUyFIGRY!y%fIhv0@A4xMqOPcW=^x zHIm6_QLYBvX!l}u{aKrd#Si!>|NkclqTz;6H_88lY zy5~^c;a3BTh&>-jMzI>XeX#xQ`;XhP6-p-IoI1QY^3sKZnm6Jw^1!zM72UMB5pl-c z!M%7EjrUZXChPEWq_$qZ$0j5O&a#eSg^qX#mi%vHc>9)12~CkQ7Yb<6;@pYbF?f)F zUrn93uzTjrs^7-$1p0{>j+p7!%f2Ii30`GQ9O5AFye>7S?W@G|2sv75+gB?f{y{b^ z%G6XS0L=?0zi{*UWNrd~*f**e8*!>MeLsigk`R(=ZW8@(DIf+$R-Zb?*o+z}en2;R zcpLPm-g_?d;8*NHXE~suM1QJHtj_((PgI1>C6#|84F}$ycg9@OPqKT4w_E1r@8_&G zG~r*mkJfwqNOHY2rll#>hL|gc@eHFCW+dx3&4IL;gMXkdyC00|iY)fac@XqOdmJzP zqU7$O4r+>&F-CVW_GQx>4t>MFVB)Mr)}YQ&P=sw1T&~sNk$Y5l8tB_v>K=W)4Y3lN zhfzF%Z8E=c@{ut+oe3%WjTjinML4GqK@^k2c7HI%{N9@U!n`$<8!&g8>*|w?U-8zN zk-Iq}yoGYodhEVi!=w8K&3MM0k3dKLHX3#xC#df1J`Rdu893oEj&b{-?QsdS`G|MF!56R1?Oq5nF=u)Uul}-AQX!76$Kr0Erqy@m21sARK+=W+%NOTj z+a0ol&;zU+pYEOJIpztu@LFs-)3^A)EVxcqKqq+Cfiveq2HQ_OW)t znO1&VzsC74t5k!djTtkl%z z9>Tw6p#-AW1S% zKR!hlW)iZBkN1!%vYfzMv0!(_Sz|Z3EJ%%IE#ZXh8a?efu`O>h(W)RmS$3rQQZwSt zku2<;^LU@3pVat>^PGD8RdS3z`*Ot=zi%wtedh?w*O~dSHQUyUqhvSc8r$EWtzzhu zaia13BF#GG{q>0`g_h;Q7rjhZP{vZHSH62=F6& zP~H*lVpzOkokzdgr>`I&{`ylATOLTs=T0){s+;3gCaeL|E@Qykjj)#NjDy&{SC4RC zFzItFM(Y_~vRt0lOwt_;G-rtP@eGBdFzde&=#~QJoa=(sTyug5d+Z9?t8aCZB(i(R zvu7xSAI{KT>fCVqWVIylwO=$n)gC_lpM8hF=MYvo2ZH`D2)&uGzGHe<06u*UeluyE z9W$=I9O?9q>n!VqbW!x0qA~di+GutB+aMLc1bfp-FXp74HZcN-*alxCuO^h+DZR5N z#Ci5~_aCM0@-zT$>z4)X6a?LC6{e~bti0cC7vGFclWG zS(p&CIexq`0FuEqJer@B*j6}L88kw7%`oH&J=5-qmF|RPnB!cJoFsgxe0!>0m$e?% ztM4*d;?TJWJ)gdwJ6RIvRjKu|qD~XV3;8JzLT#C?6j#oSwk;x5YU)V&e#?@v1a!50 zpjJ9B58KPeHtDkTrxvGn&FTqHYk~q4A2O!IJvF1LgQ^@&l)>J=#(SIfgb@7)p$m-DieHz4$2FP(jQIuIUd(eW!LF)$-cUju?JaGFJ&!}3OCeaIB|F#IE-DDCe)9EK(~uEJ4*Xy#)p$F zN-3V{@Mr(^GE7m>9-VaF!@6F6qbm*9yqMvdMJpRJjQV#4f6H{y*UfQ>QyeV7OlAZY zS8J+r{wX9NGkd`}TiR`p!5RXzv6s=Es>|ggnfQdFR3Vr=oy#HnRnq;+xAFHML1hjV zg5&RYTy?G~wXn8QL2XyuVpO+0CQKHRrt?^1{*_59j>;(o0OB%C&JPc`JGLV2=tmUX zVD&aiwX@A$QKC;vZLU9-8j)zlsS*=}NYinUDpRuAr}tn6yO3jof=3l7qUy#hM)$09 zExLEJ#64w9K6*?~oE!t0Q4h8XSM9*o2664tNE`sT9gzOVSm!{GI*R|lR4y?>m1rKl zn|rr@H1B?=%K{$>9e*==dZ7fkjAsC5l$g93}k+|*ML42{)~-cJNT}xxuaOOG(~1#FsURSa26JER~6aC@mjt%@CQj0&>LG(bCPjLOxdV zuhQPXynI*M-e$xRxeNQHZ4bc3~L@)98-g&n^&Dcy%sIhol(wy?tP zr<$~lpWS@j={)>nDuN7iietNRJU@ed61&+1JGV_SAj@TTAb*c0Y>%g{TpjZm%Alfm zp^0Q`4p z`|jLE*i_Q2cHpY<+9Xpyq(udmxwy{DYP5ocsqn~6UZ5~n4EtS&adh876n?NJhi}eI zR|!`}g}!FB9`_bP+#y-o2U&0~Z*Yq6b6z0p< zR3rB`(_=0Z&nMxPmiv(>OiV_XaXH3#D}U=dfs-Fg2GJ*xgz5BogZ0}Vw@p6J!#k2o zNQEciL59DL(bmg?nv-FgwQ0FzvmM(#Ld^!%K@|~KTR>_|na|*#`mNucToQ8i4(Y1( z;=;3!us!{D=aQM~l7d$SVyK2_s^jP-Jk5IZzvYvR;1j=%$$hnELvxQm(hV-_gz`W- z1;Wxli4UpH@{w9kQku5+A2+?lf?jOIhKa*7zBa+ksr^7c=>M9SGH$^@9SQU11%AKp zbRHPLwm-?(^TnboMZd#j?Mq$AT4sdRvET0RU^h=n+2v}V%4vw{t;qjWUKw6{^ds*_?2gS5aLA&E$-m^r_<>*G!FVXS3*CC5yB-qMKmb?5BP58yj{+_l!x|FQHOWYVxi5m*y)0 zNfJ2en*F_4e)hkG%>_K%nk0Ynre-B>q`MiJu@8UQQh#+&F$r)OY&h##qcr>7H$)~0 zs4|Tl1f4RrCopUKo740Sug$H0{SjXHylwQgI+!-__~XRodt=)}1?RS#wdC^rzn*n< zQy-zZ&HlPEXZq!Y@$*3~(OY4CN(nUAETz$XE9+*DC+osN`sEY-y!cBh@t19Fm_p2j z*d1HHToSQo$8&6R&mTwb=Bms0mjVHuUToTZnW!F{s8n@li?%_+l??5a9Uu}Kb}H{F z)Bs`^Y{1$<)$Wk|O@WJk%AUf-3uMhE>XqBSmCjHYlh zeT2Iyxv)_pW)XyJIo3;-ovl1x5E%RM`&LLZw8qih;Ox$+nk!v<5<<%Vb)p#io3g#3 zFWvfU-47?0Rp>sy$J;e3Zkr(5ChVF&c);U!bL7Dt*MYEGXS|=U^rYx?tI4nG=sWy6}`dQw-iT%wWV3DsC zkDXV87gRPyj)^lUl2+)zG^In|ZC=HM+v?34wbdyPye5;oXz34c>)FS^4h=FY_bnO( z{74L!9|{Rfa1icObjLh0_sQZXLMHo^Vt5{DO?=%ugjC<#K6}EIV`cVUBB*j&ZpMVC zmu~h9b1BkS(HgdSr}7e0cOQ~EHJxdjZ%_YYA$11DF-X3a8P%zUf)b@pt>kItYA4AJ z7NpudtzzSDCuWLf2ViM1U|8dab_CJ^D?nds-1*SHHFe8N<>O5R-91^TJ2}0o;Z>p8 zE!=wTNnS7Ws{k11j?&Urj9|Am=dM|J-4ImTrB&tESrc5+B2`eK)tA1+eGWI>npqjI zG@q9}6t*hTuVyY3U}2tm>u9asT+WI4U2Ecdhww%S8}GFw=&%qrTl@?+m}|A#^dtNM z&XnInud|lGpvaj=khQ{~CGQu+1U)C8!JC`xkXW6^x|H+`pUT%SBK*+c!06w`ntj|O zUrK7ODv*Tw|Gl%L0|@Y4Q(Y=t@zzMUd++FIxWGOcz7qR8+{C{Etd-uw#(v+lspjIW zGpGBY0bfgMTu#G~E_1>KqrJ|rQ1U?!_$#Ql>U2KFSDXsz-nHs~_z(L10gs01U8_>! zp@`$(U}u#EkDaQAMDYQ8`|N-W1xpAhn<6s^jguH7UE6b%+%K~E-_$Oeh$V(7{bPo~ zjKGQ?)dCuV6g_zOBOXfa(%2(7lhfi4w31n2dqmnp!lH2e+h;(dWsVVg;`)#p@dq8J zN^*y26^~P@3S5Akv%cjjYn5qn=Z?T!hO?((%y6%)cb^(>X>8U%iiZu1XKR{|iTvIE zjFu37-(g-$Y@E}IkRqR!Cu19A(cO;r8x|hkByiK@YVB zIj`-y2th|^K@AhzZ`usg9%M^0O+rX70*#V<2Lv5$yIXg)cjJh^{$O9g@C`h85u2fSCa;?-)MbxCx z59pGtE5eZ0=@BHjE~S~LOT&Kbg?}r$-9^87Iej~H?7L7|Ma|KrJQhn2dQ!lS>GM62 z&ZsE71-~>*(W@LcO`jZ+LK)r|p?sehs`IT(6zX{n4|6Mr5-I+~e0N90i zn^EOk!8P5B#v-Gn`i97wULK$o{lf+J!-Xzz-AX&Om8wf=2dDp!$%UKo)bA3Ks9{zt zyq7|LxD3Sx9tSUvzLFVJOUTP%3}q#vgVX4T;^0!2#?D3=A^u8>yr*%S!9%3)Eu58= z3q&`ic6m#9ed6Z9*^9?-k{@Dvg9|WgGVBSJ=7|aqnHN;HhZVV7iKq-@oa}g*@q)=Y zS{?YY1r9B0VOJFjM^c8nWQB)3yZhDhpJse71O?K`vP353HPik5x3s z=^H|h$}n50Q(ewBo6{YfRWX@-INdv9+%p_X45><5qO>UxKFP4T!(A*H+M}2jaFzY) zWG>(DYF%yScj#f(7+K0fr?;!ejVsw6rqbC#qmFP-&AEcnR5| zJYpowX?P~aP<=XBVM1M*R2*!NMTeU5=2G&qAgPFexr@zb(S4LRM=OgYfQ)}7i@b~$ z@C*03eVzb~mtz1#KQw^K78Jjn86c4Dk!#O(_`zdx$y2#Q*N)d#XtKxmYSQE^8}Ggx zA2m0oA4_FNqkJ_|x64*5W)y0t<`nCg`Tunr>p{2O2PX0aq}mL^_ip^Br59x#uAAK0 zZeDr54HELaa1N|V%fZ;V?SmE4j8j>c`n~z5>r0X&Qw=kPu-fOkj1$GK?N6(_cgpS= zjTD)J>Q*2wLxLo?W!k}1E>$KqY-XV%K&Cblt9~~ku{ML;;kK5n=DNK4wHu!0@SYMC zikHou8GQAwSpJdnBk?c(MR z?Bnu2XyV|!`{vd6VdILAObrjsBRH98M$Cl6p+^n$-Qyu^;^QGj;VV`w6ZBxK7bvtV zhiDkK68BVPPTJFbTxE5Ccu$C)9XZfsvsguCb#H;q_oCF#}nm|HK^$_hh7`C1=k^0vm7MQ)uL(Y%Jo<5)6n_E~C8b z<3izlbOr^g5?$a6gv(mGH7-N#6pAS~nNFh)k;~6;q-|CiI1oQk+3LfC|ADTRtk=;4 z?h5pL`MUq(1NWi$KiVjfV&$Nyf>DiUY@tiW!T+9#-{98T#yB#h*dzkJCMy9a=38Lk zEAL5$2D#f}_Lw-PD-gc;etABveUGInugNDS~4ycvpCKs087xA{37DTnVXr1Upo=n9xm=_b%)u- zQc~VN53Dn7X47!8i|Pi=Q1hM>KwiPUScY6|8RqS6wX?Fzvcivl2ttz-F7UL3M+&8s z>Jg}LNT(}1GD$x1F2cn`h%`%-V@yg%&07^Mm7~)@t0yvO!n2AK&0E3$-KHR734l{W z_`EMY0Ms__crwT7)9;-qs*tLcIS!#+{K7W*5*hIDG%Y_k#jxmrcLVL(xSoR5QlL*( zRc4r5_E7S{1t{*Clbl#~B%gYQYaWn7>W!~}G#*))xoFZA+8~!Vvv_q0gyR1^*;QMD zdNEV--vAxCRHv9-Qj?UO;RU%mjzu~ctz8?3bahYz7mm_?ys2=17v>AhQNHC>Wps7? zR6GBJN)Ft_i&+`+E{J|G2d=t&s8u+&Hre0m`aeGc17L}aJbMiu^H0vQ!F&itILgpf zZQp4)Fvs6#K{n9lA!CjrF$%JCkxKGjN>&}UY)T=>s3KIkHIjQNetRsvjos|!#GH#e zzZvh~v=XEG_ijpC-JatBpUSk3zvrhVDr!SqNuG$V)~8ml_1SN31aY<>WUvIG89`Lw zDDRRj7uUK38PzA&qn{9P%yRy}I(=gG|l%<34=3iFe+OBt_$W zks5h=smU;gK1{$5UqW>o;|U z5iBl(_}Cmydfc7{y!iNN zzIN}GhTl1lcJr=igCE5pxv9+zwA+=;oy0Ag7T8g z-*&yoz>`~eQ>0n8L&$@eM4ydk`91DwhJY!jO9ZEcpz$x&pdAm_6vMzN1FyI#N(g2Y zD)-LH@z%|TCk>Y=S?JVvF#pW%c00{|24QVuLEQrv|3J0uo-m8cSLURz{F?02BJQ^1 zRp7-lj0sND&cX!`Ke@VePiU$Cu9rwg&e=bLHyN&OlMgZua1~m^mXA`<#0hb4Qk(-E5#-Z^30R{{nc}RI}cCjH^)*v{XAa1ysTRV2_6PFR@qgcZ3cPb z3Tk8R-+0^I(GzOZTV#1_DUY9Sz=k`9)e0FY59m+ctQmAZ!QLY29J!{2FdYbm41c4% zsKV-fJ#U&Y8n!prODM^l0Ei!2nsEqD`m)XJ@SFSNudxU|)#!eiui;Ni>V9`*E#&@E zl@T*vSJDO$fcu(eQyDZPcv1;xXrea%54Jr|?(&aS0b5oztw({CMq z&BrzjV zU`)@^xg$q48bK<)D?YD!-U?&NpM6dA+BqT1`Y0nZX>1uk# zQC@>iJ9iD$FEH{NTKXD=gD74==us)+B5Z=wyNlu6(XJ;CwS2uAs_=`?UFJLw{&4%% z5CFOmXt=vaXo-4-Qmd^~4VR4^-o4vi%kT-=NNia&TNAeLs2(spWQd`<0k8zWLb2Tp z)r7V6r92}E=0l%Mkfq8?sRuRYTYF;>QaHP$sP$F(KIDJbqy?=f=g7V?`Dzj+qf6mh z>K>5{(M9;tK07b5b`jUgM}gfzBJfL1PhRw*3!u05rq#Tj5E=#5Bzm}Ko!RzY8B$Ws zY}LP}_i%R7)cB4=ARrhc-xpYUC|^xXc>T7d8>WqW#4E*^$K}0ibvnSO3?7&O{@Gsu3mWj^}W%dd=o?ROcZYczEr8@ zp`v`j`O7(zZxp~XJx-K^x5Ry>@)ryt-oK2&@;~el-aBE7Ek=Zo05fJWHkglv(U+rG zYY}sG-FXfq@sebp!vavk=_^Eo?Zt-viC^z*L}*O!ww(K&JTt1R(L7g`BQ7~Ps{M7E z6XSnV704Id>f9OuEL{W|P60P|^j>EiG#g^HAA^fD$Ej|JR#m9@9?$`q&mTr1`Yh>s z`{jk|N2yq3;IN5vEYmtpm@=9?`oI$g_yRCta@~)?Gm9efUJunlI*sXp8TY4u4o1C) z`QPr`@_Ak2pt{WX^PctmdS}DYBIrKpaVv%eM?-Qc*^Cr-3~qSM@ZElSLAi5CMtPF| zC0oOrl3&Fp2{mZ4-2@0iTDR#t#miv#X-t@p>awb(dBmY2a9L z*ZBVH47Sy$rcXguKCeaOPFf8tL`4SQrXf5d zf9-90*a%Um&`f=nd1rgqPSw5bwmT+B%OIgd)9R4WwJHH9xjDJ_IL2&#iGmxYygh+3 zl<-{BSI|KwEjQ+DFv{P zRRL6$WB+ASD_NKgYtzaV%4b)lO97r}%~aw74q3P3TDEoXjNsh-2_WlF?FOZGM8qCs z-Xrzt7;V?sIR9RkKy@+k#)5s`M)8exp~6E$nYByS5eSZlPHEW^B(TKMM0kGnT*G9$ zHhxtJCi(%eDtv}EC`xzpC;g9pO%yev#)z{Z(;-wwi2-@ymeadG2s_^oSrUX78e+J- z+rkcr*k!L}&WtvKL4fOG{aS{GoJGwJjtc##PzQCvogR%sHmpU|tYfha8+)H@K9D*t zFrVLp(tr7)#|Ox2OeRJop$S&FmoLBCDN)`L2TJ3;++zwLQWGFcfn8sn*;YYuj=*e- zkUqGxG-kE-iT~$A;jn+b(V|Vr(u^A}CM_pipCi+%G(4zHUmG-RRN|$a=OtIGpu#6y z@Hb#g-=e>R9p$D%Ez;8oxmKl7k~XOc2HHmz&!)@tF_sdc=5M@ayq`?pEKM&Y`z%j6 z4IFOGK%WA6pVf52b$Dckpu9}PKL}Jg4}b1_)WG=IQ2bWYHF%W^`B{mqz=Dm(1$=N% zIX~*Yt;GIOUYt7p4K1=IuS0Tsza`{o7Bq1PcVdC2w6Jid19$O8P!DWn5MVgcV%!1# zK-V{&SI2lJ!cKm#jVb8R-q!BpMiW72k}}rlpM*hP+LI2$OU|5Y9C^z|<+%qE?dN3X zKFK9f>;A)qM0>fZ2bajb#@S^BpG$$fRpJJIh;%-QIr3YOyZ{9<_>Y#h3)U{)3p45s zvdzq5`52AVsHI?`ReYsJiR=LI>X;nb9u3Z6$A7{yn0)BQI%8u!l81=)BDm%9j&y6q z=TQ!Hkm9h1OOesVyu61Ppf!?4Dl<99!!<_w8nxYdvs>gTxg zvQv+4NW{_&Hc2KMO)71&mYI|4nPxqv^ll2sa3lsk5Js4DEr)=O3u;sJiQ}hmK816x z?%!Em%9O$v3qG&C+=_35?_M9h(P4O}aHlkdUX&|_!rjZ$zyDhea!y9@xr}@Ui-)b) z2z{{67PwE_7OFNXuZ20}Ku4*@6eUV7Mv2xPwmthQ5^hgvoPPi)J41LDhOYTJO4&o= z-|m2B;?UswcBp1O(E$Xcy`tKUMsUi|LIi|jKp$os3-+UhKVirH#&DUx+|P<8+;b?r zj0FG~YnlW42(d)Zsh5Lq| z<-sEBjnBNMi~sYPO200|YIemE(w7@_3p7kPn$SBjazv8@KhNZ#OQiqFH>IQgVMKf}FP%)tMY> zCy4qNs74AGJ#M$QzJhVfb&;FSi4V4YZ>zd9Ib4a4+ENj3)n$i|kk)WMfTd{%8Y_j! zUQ+rG%{pmMu}i_4GaKCvky_LBsgda?r_G1X0^yge`4a14r>*gJ9}`tMr%*W20@}_^+NelcOI|bp zd_RjE3{JWBK2;JXe2S%uiONjt<6ecR+YvTZ?RfwikG;@jHg+oZhi zq@}ldC~!(v!!B*)W2&)y7k1xLW>%!aNkLQ^zg^nAaM>Z^KNrZ z=ba>e6+^%7m^iaRr4g2I1xHEY;A?F86Uye1DhkE$j&uCE6k+Zn1PE<9u`zqHR4f~F zxYKcubIt9r%i|0N{Zgrs8~AG$!+6brU|QCYRvMW;w=FmaHKA=dbjA2oA<8LJ|4KID z_rut)h`ekj+?uQT9&+R?k_r7KvZuz-gp71%{{#HqR0^BSw0!pjkgH!CIftRw;oPb*-*Oe8_F% zbHVrFsQ38bzIhpWsv=TMf>cWV@?w96OPnByn{L(CP}vPKxOi&fYWR%gbU=S}2Ck)eM4J zPluDC-RBXJSxS>E!^njc^Kb6obxg}~1h}g|%&c{PEBly%p= zk1gL#mY^6zN}04m6f93aTWj$ulTztSKehDZHuroYwdIr{`_5|Rc~9{9BqrRa)!<(`T+7BP03Vr3s(h;{}{V3`r?Ktr%tx6EigXf@;Cp@Re4rpV@Ddd?%eXZ5EX*G1K zmH4;>fyDpgIulq&+LgatSv&)k$60)|untK1m}PP1N`ROTA%ZZ7AXi=-8g2w12(V7R z`|;#e>%5P_L)w5Z2AQqec|FI^sfCzO!gd(E4EQFOTS|5&g(GMth(LZH)Wzx%YcK4Rzefm!#{W;7ff`ZlP)<0rSdmNg(xpH>y{i%?94IWjX zbUArpEl^it&+?1No0ONS^3cz{4cSHOJO`KX5ry9@P0(-NuV(wp;N4_n?T}MXy5(Lu zR?Wa+ZYHCxPr6NmOUqmGi|0O{kcX(}XpCl+mS^r6Aa3~%>MjIa()D!+0Efo=54n>< zE};oXK}PyvM>VhCM-D!l4sd0*|5q1sl%a>NC*-gHgD`Aa7x8njq6@dzP5dIeMY*X# z6hEv(b0~90Ygx@o2UND%dsJ9|Tt~H@^V+17+jZvLalEHQ3n-E_*I)RlQqhHN27TR+yY1D2xx?EA?BXclos&ofk^9 zK6|*1xBH&|P!`m8LXW5_ZjJH zHbE2hX8ffPBTqWUH*dTOM`$$Z&s@Sk_q$1XJt3@OH00l)MJ9g>V7!A2fsl`?`v>Mr zwegYMlRj>*IAb1DrasqZ+IO@5!C&DfgfF#v=J86vEAj`A>Amk*E8k2{71#m8jGji; zPyQv_o|`$ZRve!f;%XhYeU|=%e(q@M_xxdTVVMDEPwd(+S%;*A!Y5Tau;TgKq*McA zyL)k5-AfZc%^h++1zwiS)E&h4DleD5?w@yKi^uV%iD?zhGez_eJ!g&;>v=&8Uxo($ zHCy*aAx?Q}NZ*B5=NLBnaGIis*~)vGzNh^xHn#{~vZJB%=JPL-5{Kw0!>YO& zwoS}JM%R21iS84ToTeD8aE%uvj2rVP&xNM&Z2Cq@hjA$Yfn4MB{w%idK}P+nJ}d*5 zuG*wFTCn!?Td5zS+=v73%0~XWlCB_Ea+mLDz_fWjT@n!QcowV5d0yH-pc`1aTz)^y z$tUt$#MAK1jk=jEy!qCzYfFL2SIFZf3?c1OYB;JJ$FFn4O$z5BX3S|@FDY(K_ts38 zir(q~e_MvDu~k(Ug*OBP+oH!~FJN18qpE|6I{Bh#hy)u1ub>jC?$;95H} zIp1*2amIW~jr%EIY+&hO9ABo{u4x-4Ve+E+$pScNAPbb4%qJF`@`I_^s{^A~S#I|~ zl0MxW(7JJIydy8Ufqd@dm;ATZi;Z_aB5q%_b{o1eKv6ioWHfqG-Y)(mW7_aHx3(G& z$PP58id&kL*;E7y|8y;UzWp}fa!xW}S3a`*Qy-a3sC_{KIZv?k7=4HYd`9~>lcTaK7^>P_2nJAP`mZGIj#S?fDBj$52Px&T=|a&!R(~zGWXoMQ{~O2vfC19k&iTeorIcJ3Eu3x?Fv%Eh5z6 zExg8{E#e|1=+IH$)MZFm$PMU&xA32OdD}KL6`OL~{1l;p&!99is-R1;bhvR=B-`fdaR67eULPWBB;IY)p=8S}!*qn>QbN8jnoh8@nSc(Ef~LN{Jqar~-?r~Aa80fKH3UUhBoRuNq@70in1ju1V+ z>6MDWb>x|@!j|k_4-A7-5ik3^K}s*euqq?$ChqMgsc_^?n2F|ebgdw<7~OGCklfYc zvheAdfv}+BxNx@PGLZv{DFC3jqLz)_;SD4+ zYF>kt05_DwKeq%0Ze#yy^Osd95Fp}SOOB>*ICF491&&R`hvZoyi)rNqvnfb|@nUIt z2fw~62mCcOgPZ=W@v#c`=j#rG>^v(_;6l)vSUkBq7=Qom!C1WW*+dx?cw=%0?j^e* zr(OuNVLBqdVGt^R`b~dpeo?Dd(%Xk4w-tb~IlvcalEk! z1I}p^#qcC8^gx`I`lLvrlr(&q?}g#){*c-R=CW)cbZySIFNWf>I0!PIB9XUBv`_{L zmdFJT^TWbhfeVHq#6stvl8rOHs_o#V{p=AgvwA<6JgLj=;ois4WhddwfpH|x3bSy| z4GjB$B@4dkBQ^>J7OTRrpE*^u)mX|R|8x_@q!0=C6zBj-TB{55Teq@28d@cWS$YOh)^=Ga8yv- z`S%v8xbByM6pDecSTKAr!393*L=2|Tr4_mB3pLQBFdUhg8 z4!qD5&tg0~2FD9WWhWj9hKCHRub}H~J2`Gy`n1=~1kT$^{9o~Yh$@k+nwu2!PbdfX z{kCPs3==CAHXZH1vJ9}yR5+&sM2K6YI==4V4o_gMuOpuvsW3Gg$_cv;kD?NgvCQNn z$LMpuu(Hp`;2gt+JpWES!JJkjy=0{KrhzgM$E=h&#{J>d$z46Nz&(;l8+p%mp}gmb zdZOtH6=dA&j8xp&#CnV6^?+eQ+}|bn7n&=F2OPuCCN<_Ifr~oehE|ZJT+GIp>3qa> zZ|2~6`{X-PM8zwpKF1hI#H{waB!Sezz@&P6EE-TV_UP*soY*ZY#@*e8? z^RIO*b2a6!-C5Amd$zMP%|vzs0V<^@*dy8%a-LS(m>eGHNX=g&kn_fq!k!X8s1NkC z6kVdE3_s;`DezP*-Sl#o0@DW@C^h*@Afo}MJuqy~tfMMX%u|s0l-GFn7BA-CMIhVE z{42a(ueagQcc%`qryPcPDfDJg=8Zui%v(5@eTkHQxZKX>>d?b4sBm#vfTVI%8(ucZ z1jy2oTNh{)U42(0ggp=U1I!wbQJvijvh-6xxb$ClQF}EYSmv+E!C1bp6|>%Og5ciT zpo<=uSCIozlVOcip18R_RMs)9C}!c;sLVJr7R^$a=m6Y>8HKxsJfPNm6qgm zRG(D`3VK=+xvO7Jl@FHiRKaWfRRT1p;;u2%*JN4GLt4ShrBK#?4@U7_5CVz=I%Lm| zIWePlC8Z`SJRlZfYsrj{9g#Y|99Tu<-EBpr7Z~1ps}H%=Pf=aWDD0Yymu2Z)VZj|( zY4Yncp*FCud6C4#EjA`>V3f<*i9s>iM3){${}rDFNasoec?2_-%Qv{(GeX;2E_79_ zITdCK~wS<(QDfDmI%+~9LFBvRbOVemkf%P^C34$(S28R7J1SZLisT}nFBvGh!hlu zqW@b;P4?obq6k8O*Hrk6I4&Ty^>i}~$yI4E_~k{oj>&hhPb;%SK3pai+o;0ez4$Kt zM;ujMtZOvLIAPYh#{#6fsP|(G0@XK_TYN5D5=jIhUkM3O_%2Vpc$V<7(licc^j;_| zNNHhLV5$YPN*o=@OwjKvLdF0?t~Fa}k?SeLdjDy*&U|b56sPX)8;0f5K5qHVH-_g@ zXT!RDE{%Gpb==^%FYF^DIAX; z!D9NAzVj621%Us5znK=6VGC1i*T|bzpTB3l4|~f0ZEnTBi$As72VSK#UOEsP%o^@-CyD>h@m`%(UGy6@K( z_tSJvQ?#j|`j6~fZ{G64WgU0H(@$$j3ZOG(PT$MR-QDxxf8;1MX6RI{_ccz}k^hgT za}Q_w|Kt8wLMMlkBxfB|iX>+?NhE1W2(hAaDr-589f%_54h}hNA?H&$3t zpBbSje6W|L>vp(?rN1y?sdJb~G8;SOS!b9O%7b_}kl|gZ37z0~<=)&hk){voMy2O*ow_oQC{X9MrC!o0!ytnl6 zExXyTm2gMA0SQGY9X~Xiygg#owMGoBF#6K9)QK0DYxBcor zUVnDt&6Epp>Us%Np?&;7-}jK+Xy~Z#e3`5I*QWBrXDc5#C9hnw(3h438_gG#_Jo=>9;LX3ya(G=F2%xNDxXW!Edp4X%_EURPdn^bWH- z_G=(^nac_FA zJ+KSfklc!>dqK|J%!&(0)*Eucwtn?C?@=(l{XMz~csoS>)B!3dKaXZTRFn`-n{$og zn_&9RpSyOxf_yC7O?UQyPTy`qSVxGZ^29%ZKQ@cq8SwTzP2)`@ok-M6Pl9Bp!PupA zQ}a>D4#AhA@8WHao!+=805Wef{oq>me~xCGa=Y52f5Id`eYU|=SFz}bjUPO7Rt?Y5W`^ssa)9XC(QVwz#yTuYNr3j z9kq?oX>aiTh)PUxHTf35){OSC5EORaExV1R!aER4i80j|?vapBp3cRyavL=ktY1 z#YjoE5$D^h^#l?@ z!Q0>WG&rL^IfvY?0iD@cY*pLNzro{7&Q6{>?`Fc2JEeNL9QJA*|9dufqB8umf-Es$ zgfb7mzU=JD_RT|C*ERn$Ws%Y5)Tni4JI!IL1iQLsY_rN*(v#-qy0B0*g${x0dRbf? z%RHWH@UIzt3CDxY)zzr5-^HB(@e7;D{1R?bMFRvJP(@a7D~TbSg>97Ku7glbb>tu` z=}yUSV2iEC5FD32Kjad*6a>bhe?#F?gZvoOXk;w8EqP-}x)8Z(w>$*Sg|w%xmC?iG zD7VagiXnuoGJfBB8RIvI{D6s~1xAy(Xs`N>#}c}bLtHbPv%?X8j>$^J3!tR{Mt?#B z2io}!bLfA7l>P&_mK}ff)M$7s0GdM1c@f@1OH|OJs>rO4>QAB8PNe7MPfsntEgoc% zd;(2`bwl$mpYA`!6J0Gtzh~NiF;W!oV;|+Jw3&c+(Ar;)1{^u3+P`B#(h7Am*@j^I z8&`}fQmn}N&rNLD-r9oi2=`~ZNV^!;iau8=DlaZ7aX`*2mei;GrkM9AK(w|z)K+Chkyt9dZM)Oj9^_mM3(YD zbNKZy_;(fb1%;}!c4zk)rGE9soHc5_VRHLe``J-eBCrZV?emg4yVpo(bg`vD1m)%N zg~^PlVj?UE<1#u8hrm|Q0i`81i}2c>?9VYUd`XmIuSsnC7lfi0Ej zc8&IDjL&_lzs&AWs*wP$(Ay(7*=pR9%iV1;@vRTKsUPB&bDY&frnK+hQBa=^R9#1k zYY^V4^VPII=tP&=l%&DIa<$cJ3nJmHcHIw{(7k0PD(X~sMjArom5)r&mKa~ynTFoD z*&THCGaeF~t97p%X`>#(aqdQ@>|Lsmwd8irr2$JL(9Tz5VV4Bj=Z=4Xwv}w#OLOoh z9%RnB4=G@&B_BOYn)i!Muni(t@g{_Mkg=T>c!j2h!NwSihW)e+Q}|VG*OS zpL+YD6+bwBk?p#lYE6wtpw1Uu#}43Itv6Z&_lFFa&)kVLm@$jcF2Lf3_^5iJAOaow z!MK7S6OIub2vbAK#a{OuMSVZI>37~sRoo4nvZ$k7Ah6gPxIJ$t zrgY(~7nqc~=wkPlNY==sYS04H*ITT4P}Q}t92OAj=C~jJB;3=WvP&qo7HR(qD`82z zTrSLrZ<)&Hul@{TTP??U&2z4NK)+hOPUr3&{Qh8tm$2z*5*LCuhyzJ~(*&ewZRK>O zE|(K=LH~73wt?cPuhxyZc}L@Tc*kW$y;XVd(Z5Amf{mwr#s)^kse}V{4C}7#sr?P(ug|0^1yOw}-j%4YOCgSRZRpAHMB%HalUS|J zedtLQJxHq;DZf2|j?twO!+@(`%EtrmLZHz(sp<&i9FE6>rfPr>^oj^ddPZqqK~17J zcj0T6iFp2-OS(L8eP4)p{PB$^MA;fr}e)uw@l>f%Ei zj7Yw`40?|SSuGfo=q(5wXnByg5aq3!J{BSj9u|qGoH}hv(wAX1O?^sb1aF{ZsC}(U zRA(n*+tf;FjDHH}DttK7-n=HGFvZ_=(@B}wHWJduj7eb@;fEMeDM4H6^EJ`lct!tq z8`gGLi%Q2NvTv=Ow%bPa>WI+Ygw|NJ{`)4q#26nIv-svhl|+H`P(4P5+IwL|#~!is zZ>Abj%N}uMh&jZX44yaj2oV{esBO!}f@8AumfQ&GGzrhVHz{awPtPZzn!AMlD@G+3 z`vBgeL_8&P{EDht@Z_ii5S;i}MU$Mlv&)l@y2bOQ0%_Onmb^{iCK_KdRv7e&TvCjM z)VoYu0P`qjc;u33EcCt!*Q0nw^e^NcE$-SII zlrq01Znh0G4M%SVZ&0xbb&Z9DXa53Zf@*4Jn?K=ZjjM22VZqFi_aWjZVWR1o>M4SA zRvZP|qU@z2#;b8$&6X&U!+9~&7h={px5R;+CK(p(l@UnK+(~0B5;=o#{HOwTQE|42 zvfB+-Fnfn@v4*bP?$6L(@D=X8C4>w^6YFa_2UonRS}oxn6Cp+ZQHn_r@zM@JS{7{+PvJ`(`;tr+&j;+ysC}L57nk} z&6_va5<#xQxTj@=6U~)2LwC5)EF#OI4`&1+w9dh=&(Fj8x`<^%8E&{%Ds^HFQQ2#X z$fd}x-)7q)CUxSG&;H-h<^N2ekdPxpzxI}Hw}9S==Ywxw7OPhlJ3lXm+t%K^f5*8z z#MaY!fAYDj=tfSSaY<0_yUCU&VpC=B$;8Uuw8*Rry3NPE^j9rcm`gy&y^YszOy!~Q zWF|tJT94rsRe$a1c`Vf);=cd3IqJu-ZC72ZDQj=Cren_Zox5%7kG;$JOF3_gxpO(Fnk5OFI zM+`AJ6d@GzAe@M-usYp%>hMiwp2>b}g+nabPOln^ws|9=VdgWt3m5RXjlA!XVm@j` zV}s4?a)Px%d18glYlYbT+$vZseA!1yfL=LWbNK9?JPE5shC>%~jGd&UcyE%Z09E~i z6;EX3{`0P0dxMALpO8b0~9qrWO1kus;T#dNDkg@?GK6&s#7KNobM&$L|uohb4Xg_If_tcK0;e3CM(hNiN*>syvtBp`f?RO37kN z)oMEGpQ_QQ)GZ}%{%r+s5b9z5g{3{y?Y_UF$RSuK-G#5&hxv8Ryvjsf#@G_)K%s|c z?eQ+N-$%Sv9vO~5T}?Sm@45cF-HyIukUgonI>fqJ=qiRm-Lb`NIRrj9*d95ip{IKR}pK9bC@{BP`> zo2#j~r3)rWFAxx&ja`_{aZVeYO=4eyb9IM&?^V1j;#vHX1bOdmOlIEs1F16%edIF< zFQdOwsrCN2eE5*hl*)b|bds(hEV$y(`>=@M3SBo?(x#YwVBy8Bu%uC4c- zT!gXibq^}>cg-D+ck#gF=ZMf;gr4Sg;j^C-@ev~9pBxwb3CH1Ge6aN!M(^=)Oi(WW zUd48c4R2ZBEk}!Ug471SiyS;4Ov8dt3zdghL0#=fAs;+nI^tY{rz=csigu2*AHV1^ z0w8Lqv42n@2bL?;uo7@78TzRGN8DuIU177~#YjilVbsvh716&$fEVEiAgmk!zq^bT zLF_LhX(!#QcjxSw=Vs`YpM>@Uee~(ww4&5ym8|zF;>Syg7h44W&sf19(bBdbQzY$g z*aR?t;YO*SrUS{dtUPP2OW%7!_^oCnWy0J*YQyWk@59HKRQxfzmD_8?kddtrsK9fF z&;I~TgMLH|ssCVx+TX;rze)0;93u~bf0%InU-J=9UI!iAl_v#x3ObTLXSV)%^v4L` zvlc5*o%1KG*>acKkC8tjr0>aq#;zKUul2Aw9n{sZFkI@j*>Txzc^ts>!4`_$sc>rNrJ$*_>cF`D&W z#`AHh*(aIk5~F3Nq|)fC3vnU3Q~B53jqV8V#c};tZonQZVKsa2DVYETLW@34z~~nD z9l5x4L-Ud{mM0m94j;Ow(!TN$k^;|?V3-WgwwkzHqrNn)ggPp17Wzreo}0P{mT;g- z%@09sl1f?*QVI&sGo53)d5h{zdnAG4hrc&l+YFJqX(6BoltRQ^n7KZILivIcd)vEg3{!L^f|zNClYw)!Y;!wLG$~F&%> z9p3;T@J*sOR6KvSMTL2={v5;aj{`2b{ONcV$EMIa$ z;n|dOYB{H`VjRTdsk(}Mkp zSbva7t;4r5^uRm#*kgIuZccuUe3WlHC?6kTZX5C60PfP#4lA6_KMvNTlz*`ef_x9G ztaKbv3#a1EvQL;j{4|se%-ppXmR^6S++mCgKCI#9$Q}X4tFI|FwfRlAjMQdCkvzbt1~v z{hG-wpDazzY`UsC_f*@1=pipjgb^R*iSo9IqNbG$)lGlGO-}P2uK5{$?$2hjZ#ym+ zzvp+DEtT+rs>7?KyU5`J28H_bOZxM2@hu@!)UcgE=)|RS&1LDsO$(3c#Y97~`kII@ zW&+1AcvsWAd8M-F0$Cm6B9sY5@k$9l5%QYF7o(B@WtlZUrH@i(htKKch?`;RqA0>_ zi9TYSC_43#+zsG%q?~v^eO{Diq;M*kvb9j zL&N{2*B4dJVa<1RwU;cf7O^bmpo}O4+v`gc;TT48*CIRGjjF$5YIZm8u;MwLF0o~L zvq*>u=x)1`4v&&f>}Blc7(xga+i)f#%rS>HCC=C@RLb_OFM!%U3We`LgcS%b3Z8&F&S&kFaS!unynOl!G7U{|GMLX{B(zpNfQkek$)2oiTSJMeaJ#{sro2}^bJ1yQcG4Wd`rYmb$~6pZ|I-wN71>8HdC)7(C3quC^9+o6swdqS1i}D?25*k7rF!uJKG7i;FM|DTa1gXb^b{C`u zyC}8vVprFBd(}fmE`@HSQ7q*9>%8c*k)d3)Xp`R9 z%fX6jkfD2w$J&k&@MrQiGF2pEX)%Kn0qXQG=QtczTFCv_8U34^DX(!s!C0kEV;f#f zH$|ya-3F0a7@jO;EdMN=ps2+oKJR0~$6>i7^Xmdqx+=v%#foKm8e^Sq2Zs)vn~SIz8~!Ix3&kaPmINQ^O;gz;ey= zPTyWQh41Xb;z zHDT8<|6k*omEt7d74mxSQqu+7tMflyx}CC9ue??|q5f1Ich&#c`QXEIx1R2{efw`Y z418cV?Z;o`IEA<$WiJa3_ndM$CZ|w%L+VE(jLzmz!}{A8b?otgDYhF=fd|v!ShM^x z^;-*h9jqA&6QgqwGaX6?>27m3R-(UW8!S3#{agAz5m=?%#A(=82oa^qeJGk%-m@Z_8r&bY9~db-5VeM9z65!cHE@Dv_uBd`zmuZ+Q&qt z$6xVw1-fjRxZ@2zJP?ricpTAQIUJ7k9TLymL5!7b5d+jKKlj5Q(9dUr6`Hu|Y{!nT zHvXgXkiN55WL4>|_{65Qj84%`hX6t@=NRwhRK%1p=C-`;kJzV|L4CI&iq0A%vg$<2l`W8%R_t%ph=lqkHxpS|!<>o2R)gn(wX+61URPO@>yAxWzQU4`CzF@_2r# z1PJT?I2e96twtVvrMZ^5dtD%5!izy-t-vMSy?&#dH+<3`Q~27K={KYTau8DZ?E+o4 zU!$U~G|24W@1U8uej@v^$~$nUvqao2|NZYMDlaRqpFLVpSZdOca*gp=W5~ztuCLBn z6-ng#jcQlGqon=BO~x~>d*i46d5^HvN+>JkjH-_HXc+JE!uOdJjor0;!%>LFM27ZL`$ELDCm3%C=C(dsLaR;=HR8q5_VG+Og~yM6pM zLx$K31CNla_qp##&4t|?Z{n|&fNDX1epH;CiqGUa-REC=OYmAh;Hc`rl`CRq1$E3B zF64SytSG!($HiSU`ctk6XI%8$ z&yb5(_loMp+>p0fsOen1YkR*%PTw%&WA$x~Z98iN)ypi_u@KoJ7v1hk@9THd{(e&; zHE5g%&%a`9cQ35D(T?><=j3EC6dx^5*I4k}9u%Yb`w0ce;Gt!7&Ko)GHlFSmaFA@KB>XKYzVF~|; z@J-_s?aTegb?ccrsfC5JTc5MGS#Lmt>ms?;(v1&J1+2xGtid~)kUtX_L!g3B=SfD^7acYf)q58{BFP>#fn zDh0vQ^*qvpLscBsGUtLE5OO0nmpjk)KniF&J@N$$<0DAOz7=zqx6^jUy?{9_C|R%l zCGBVd?auf+(B%=xTPZ7+tb?F+)D?GN-o*j0^_|lzLnh=dHB{>1(t}1bFLR2O5VHE< z9@*5B%24Vu{#cK^TrR65!3_F}f7*D+^})J&Id&`vdk_T4S228&a=Oy}d4!Ytsv@Gg zTn{%r(?=P}Te6=V`0T@($X&WJoV)*f>hS<0x~P6>>uvLWE!m`1<%aI>%EN0?>)Wv4 zkP^N2spoi_48&umx|cy;zhmxWLQqtmqW4kQHyg!C+#e{?Le)t^VzyQRGVO>F@p0R6 zxx5driMKZ8=E=84ZHokDbH~$z5~W{!O~1+)$R3_^C{d@s%zh(T7J1Z%S-8JN_B$)& z%2C>2Jo9A>b&^p@p`@xRnzoWJoFEjeO52x~l=9+AoB97yA6@lSnd9~U^VTD2mZ!#N zf0up*bKqAu*9j(+gl2sRE0&f6v+j8vek;C?mspCQe2uK{fD{0B_AlqO_1ymAoVW7z z(Sfs-()H?s3#50}cl@?aCpW2F)+yj#bzeW`8IihIY5yT)Qq$#j>4r-ZD|sxK1BwIp zK`p@7M_*CGzGdc>x@fMmcM9lz5gw&M@*C4)l;98pM(a$f&?GW-e+XvrZ#d;B6k<$I zH8&>L4Rc(#M-$Ch8o(VYM66>;f~7^1JpPa?SlK+0mbtX3qYO=qz}S{(x0exsg1G$F zom-Tp7%9*H{n=BAW)ykKW|20(+YaLsln;ipG^+($tzh2E7K!_R8u!s&U!2nWnO@2+ z+egd0i0-uV{irYuxdlD^g(>_3EJysG%?%*-D=twrZy6hq&KfBsFlRe#L2jqI1x z=YL>MtUWluP@|nLhbGbtW6BsZB%TTUW%fi(9pl`nau++!becNAIPAmsJ=3C?C+eueD+@1Jl0oR(zLhc8^Vv_Sy2*Gq(vx0xgHcM9ojMb^JOW1Cf+BbPGFQ{ z;**av-bQ2VjMG<^1#j*XlziCrN;7Uf%-(L{9-pA&nI@G_4N{#Q*!qh|NvbP-+4B?W zw|RJbopHk}=0PL+cd^BSs1~_DgdKRoZV#CCSOItFA-+-01J;>INn@{UHKuXVz3A4w z{zP-qG;#9=17+5ziV`jYghp!#aFB{a5KZ2PFFZ_FD%9@Wn%M`&g>8avXx!u7$@ysZ zl8bs5yL4x`-ENrsKsNNc14zCBc(&5*vYl-)ku(N zTeg>|i4dev?J+U!9H(2;apAqaH%1j!&ytU}jRfr^$dAO?d}LgKq5R((Vv;wVQ+0EB zk6|H4=>0CUZT+olxpZY10{h24Y^I1E3}e4L)xpX)oPw~N8@ngWiHJzTp-WjPC4^j& zgbm1QieSZY9acJ^?{lD1ljeC8c*@q_ls2C(S3O=zDCK=V>5)j&DL^i?bF79@x8G8{ zVSLM5;M9TMeXyW#af&=kW$jgCb@8qgBI`S6VJ4=z!!R{uAzz4C zybm(Tg?ND07O0P4D4yet$Kr~hA&n)!pR7S@h(~H$LJ|k&56pNx^R((WcL?&h1(ll@ z97tW_C#1u4i-@+HPbWOSKI?O7qmDfzJ3#QN!tE<6Kh-%**T=ZZk!4FePH*27AI$%)9yQuKx~`lK33=a0DJ8lMq>KHBq84z4=> zampRJ9O;^rDpNzRo1 zXld}GyA*6V=LE&ma>6=CahI1?wAY<9Kci2UlV7ged#t3@L8XF7v9Nm69lm*@Pe3`iO#m9?kLI=CF-Rz6>P$ zhvfvEG1#0cW+uH@6Y7l{1Z60=v(HQ+n%BPdqFj((x#^6tstZ!rb($61+Jd$m{y|;k z5~|OuB=}T{Wai=PWszl*&lYeB0V{;MU;cTpyicKx5EXaW8NcXi7qr0<=%U_I$5@vk z+OHM)X02W1f#*blSu_qapFMxrbPQU1uXS|dUVSjCamW{=l2JkZ8g}~NN|QTh(i;hP z3hhL7c{>dzFbv&VT97_S=8JZBsUuqM8t9)CX+OSda>ffTnAT>KE&ZO&yrnSC*DWfESuUqylx$xrBapDm| zXn#iZCacC`@lVL?+u~V0V#)2A-KS{tRR_t&r#hQzllEq-Dj6T|WJW31)O^~t?dM*E za;zs0A0z`9HDFYoQJ_-iIJ|eu22%tS0oQg<97baLAMd?5tZIdeGSbO%^rIkTLarqd z0%0RS^+$FEOb#Ec0Wg|Pfmo6*#rJ&K=bye$bsDV5nAcu;UzMvOGCc3qKV^C3^PNu$ z(z|9KXHsf!a@@<9HN!z#>9~r#)4VWI1Sh)5 z{#ey#Kacx9u4}a5NW?tsy)J)JmFh^t9Yn1>qdmDuj-EXd21XA2`gw$&Kto>UoSOSZ ze4gx_qH#ItXo|C~7HtcuOWgLDy{-8##&NXa0` zSoU&jXy`_-X7Z0D{l*YoFGU$HqQ|#ZfmL4!2F?D$01*qhSkFi!E?hdVH4ZQBra1L` zXn=8X%Ts4IW>d{~-gD4y4P0Urp#}LrAKQv%g# zNvR{3+Xy81GhyXWK_N1xiI6lDF{{itD;!}@-{fnWkeXkXvnOa1jYXNZG|G>ZAi6S< z!>cYNw^f+neayxLH@2}GAbXC)-=QI8>aXDW$QSG8mk3p_m^PU%js4w7T2c<+@R_spX!E}>QnVNn>4Zz=#Ct?u$Gv%`&kE)m4)>&untQ_x0l10t#_pM)8IX*N22nQ*jjOv;KuRy zQsrVBFIz=P(LlCT9H`5D^SL-F4fF|HNN~uPh?su>Yew>0ro|Qsha0<)-S#4?6nZuf zNF0yeoK)NXGabdfG8Exw5|+K$4%xP`P%V}Hhj(`2i0Vqy#3}>$QTze5_rho4sUm;b zlJ#WKal$9@MwH2p{O`eebaiufnqd0adz^u!k+h0bX~{z_8fde4fiAe9R3u9) z4t2G=?-_4Q!&^-HxLuJrTMyY=HDrkp|C^&ALJfL>?M(x@i|6)M)q4iy(cw!a_Fs6{ z+)*`E>*6yi6V4$p`6p71jzBWckr%~hTYcdOVrf$jA&V!?!)~^l`b}Lo3Gr7ib9ff)s&&`957Vl zdUI{3eg`RI|?87o9!gF)R@_u=p>hw>yssA|ua)6J=?h7(sR1Vdq z0Y);e*nnzpgOHdY97;pATkx`hyaM)~s87XJD%RJ`usBJ=ZU>ucWK?2)7DjJ;qWhFYl33OzGt23A?e!!1L4hng)me6Y0t zW&p;ZAg_cuXXnFlqrROnJ8GUMX`G54Vv4ErTP+YKB|)CMIFUb&&$r(A&@2mYKd_(W zY*G-|Yi$P9Ei)3sVJB7BaxsaEOhfApa*oC{-C}WfEHvull6wQ`@qRker(@eGd9hJn zV>)vX*a`5C(rT`EP+S1^banCmkd63Jn1TaFZB_BH2Ce*32ZEyOg$Yh5?IpcJYRs7b zEsIC*u$1>WO560yE6LehDhsz*6p2;AItj3;i#GhXxaj@-@TO5!o$i(AU-YIHAp41<-}7cVL`CO3|3?YA9|Ukb+8V$hiFE2(gjQ8Uy>2PL;505#2Y0N zhcCX&;zj)``2f;6o{{oyjLKKM~X7P~$*V!wlOc&Ja;@N85Tif4HZs&K?n^Jx95oh~1C>zYUMO=W8>Ax?AKgO(V}7byUG&xboq z0La-)`|gg2fCHPq$7A79KRdax43y#lTA<@M_V@nX)S=I@{PZ_B$P=>MuIng_i={bZ zfJu}EnzpEmTdMJtqktE~ih#WmUb9nIf_Z?uKc1rSWqMP(!>rFy3E?Imi@vz13C;({ zgs1)o$AI7c!~bU~U2=d+TZ%=6xbgA^5Tp~s9N2DpnD$?Wry5Pl5-sWeg20IwZXWBF~zn9^tn)Q75(j zx~9Iyn(X{bC^BO}#}M2I1xQ}h&q!A?+d_tOhPo6dXU5+Oh45WAlUmDt(5vgiQ&Zfw z79a3rp^<+Ctv;iKL<=WPL|{2JjNceZGuHGC48#Q~9nlW+<3Gf*t!0AdbUQ^YNcQSYAQm)R$1evt@CsCQxY|@L&+xFK;@bG1Z3vuHmv+%Y|qx z!=C>k@frk78a4qOkTUFOfr-Q}D5IurV~oo$vXcRsTdYYAN5rtU?{W4!iT1dlSJz>e4#mG&D)In`*5e;C==ydNi%eA zi5wYXSoG=1fVQ(~?3R+6w!cf1*$)yjczst6w$g~=z%RZkbZih_V_oc_3uBfzR`9+I z6)G^dIS=KCuSNc}oS(l00T50Ck7Z-%AuT`)yx_%Rc(K?w$;J)Wg#1^4krxBLiO-BA z^*do1vbZu*MG-;AiP}J`ksQYqQu$BnNV~sbK9_>rKa^CN5S{Z3i9?j2gElEM6RXCW zp{G+kXzZyjq3Hi}YDDIyJ~-0#sxtk<>vTQi^!rr{N3TA0Bf@=ee7luBa_szd{rMZU z8bfbg&sbOOd53_KTgi0dM^Npj*Y|Fm*E80)J$~EJ#nMAmRnYn>jJ*S4X$d7zPV}0Huf@mideY)k-bLsSJpH5D3PLQ+BV60MNV$+ z%{VLCYW{Tn(!b!uP$$S?n=$0aS$S*4Vy^9M*ih>+lwU4?dbRO7ou}8;md7`VqNrX` zk;L9^M-s!VBT;-;@0CkD?L0laYval%)nvJ4irB24yUVZ`&$(v!$Uc(l6>;J(@RQM* zRabeI;Bs;pV1xVG=lI?px}-UqacVC;iaNTyEb%azN0a{;{J@%uYpAYRZxZw%?x=1# z_PiW%N@Bad|Kg;OSK*|GuS42+%gjax(7|uTH3CPH6KS_pLaRQ##J!a&rslqrN@;i= z)nC!)w$H2mPx>}f;)}f`z*YuDmS1i?($)O=Q+8Kb27#Wes+n57I|cceC-wy9;4okh z&`)kn+(z6^HV8@Td{^Q&`KbP1gP2dS?Nzb3UtK^J2Ky;atN;&>I$oRq>CxTI*DsC$ zOv@ww9+C|y)?F|OnE$UUvoRT~Shbm7SKy*6tcUhV?1}&Wj1lH=u!qR$9RrhF%)U?V z*#WpeHukA^#9w6|vbGD@vo%{Iq4)J_6?HVQ4DNm!TD4wUeITEeLY zJig1l@{h%0W6iWgK)oxw>%TShESOaN+j!XMQ&7X;->$?eYrKKmEVy_(8pb}eCGyB6 z5ZJ>&SqrSEDuRy$E=aXz}tJK6Lu~H5riYu z1d)*2BU={0X(T-&*fecsqw(!Lt<7HO3(LE=XK#cuK7* z@`**>zTJyF>3}J}WXJ4;fgsPR<#kvusj9~5csJ`Ld z_NeC&n1_gl4uDDU!7fNRNbIdo&5df=@haoF2&?5bQ^(2ksVHsTzLRyfz40d9qbj6b z_Qn`zT-tZ&;r3AcgK9mM0OtqJ8t*Z3zEg@UzO{MdF0e!Cw1QBh&sGJ+`NLdR#q35SPZS zk-Zsa7&q($c#e$js|FrfR~kAq2eR1m3F1#{%tbJEy(>cX)%e0n4o((z`&!)9t5Bd0!8Gj=1UTU-DLLhW=*T%V0}|AgLK>DZ0tX?1#j z{?fl!Q zwxNISK6oem`VKf&^lyL~$uH)hjton8*ms`dpEb&{=;n$#P^EnV=E~;#O=C-D%Dyt9 zgE}4PpFUfZegAxE`DEvD{rf`52=D#xo)5QH44opbjF?=^4N{dtpwU)5@xO(sFU&Nf z7IO+Ov0zIPNdp=D$-|u?NgKx2-0(Z_9S)Esb>69XrhUtLRyBL5sPL0I83j4g{}6V# zgrD?gy322BRxWid0{tx5{2~H(xE6Ztbzn(p_4!MHc>!%~k1J7poPAoaXzX2f*yk>Z z0ho^#8sn7Lr<;8(2Vc;1=7wj`#`L!|P}>bwif-o>{s; z5nqZdq}>m?f}1?D-sUv07IfUk1G=&$U?`Kd)Mh;U9T+1U=DYGdW`9YSn{IwTl7bSL z*yN1{Z}8~Kp~`x7PVP*+TdzRGPhFgp?5rCM6EcEl)e zOqsVczQy-Z{e#E;GvNY!r$bG@GIRJQoiOzYTn`7B5G=rj7BEdp z5lCfwEQ{xB%7kEQyz?j(O)-n|9!dmO@#P2ukR3w0e2%NPX&LUr}2E^o&kb!xeDME?Tt4seYL zcXxc`@D7_is?p{rrFl5eT)lm#n38FVm6#5#q^FNFuFlI^p(>xYkt<)5oKFR+k?3mN z2{#)Yw1OW&MAv)HR*eY^eZh(V4=JSXBK_=7w8hqlH8F^LqAIMeQ0Fmxqw#Th-Qz*! zU6_e#pe*Gm6Czzu^LVUnf;Anw#096|8@>-f!%98FOt@dQNBr{flqxQ;oRc%=TD@9t zgRG5fdPFVy@L1dE5!GEd(8;NTrkjN~M}Di%t9Eb}K5jf6{-mlr!hGNs_O8o3zX^Ts zLh~y3W(ex)8h`W?7*(={zSZt|iXapq1oTB8ISp=LXFR;};8N}( zU3~gc60h|NwK|@8A-*(jfs4P~fev=>2=d5@XV#}4mXJZ`9fV`dHAWCt!o%;W64pt) z_wjHgC0$iEo&7eR1v*wBluTVTOtq=}zLpL1vchE*P>cO>P~-71v`i(c$zG1nQ65ox0kVumHqHIN+stVwm>`mo_`Pa8K_0u^!cGDCVTiE++c_}+)0T1~YH=gwS#P?Y9fp?5jP zTF_YXWCJm8=E=DP0lI?v;H9^QQb zt2qV9*wbRFHPJ6;HJ~dG+0dI|HEw%h26mKhpQ!r z1GBeMI32c*Vut~+&Yj7NF>KYjpm$S7_K3_1_~UwlLq>@I5wMofSRSAGp}BjdnbPe- z^1m|y@J~d|IONxA>cdr0?{O3^AJvsgg1ugtIf~X|z;SJF^@-iX=<1Jrs0B*jL-1pW zJ=$mYdF9hD4zBqJC-&0?_=a3a9FSkv<9t)lFi}0Jf)sZ7%-ya;!=~mGE~ghx11Ar# z_;VqFFn}yw0ql|P6xSm`>r*Y6okV@V80W|0Wb7*!292n;kLCVVeLMU zZL`(vo+l2$Eh}86Pg|W^*V?0cP~5L>`x~(NOvw!$e>8(ZY`md@4L?uJM2~6Bn67^U zdI+=)rWDRflYA$2tOuZJnPKD;1!Ta&sejLhK}*gg^_?kLNcEW^`d-1ac2#5G*P6}S zg_u{F^bg(!A_S~;zdQ5dkYv*w=Vq&p_6+KNU{}n(60zcoxh$nX%Y&~ow*Th;xGrUH zcZR7}N=W6ger+uJr~xy?x+~`A^Wy&e${w!{DboOT^XX9KsWClV6*9QUVplLm`(2$az~rR^Vp@QZ>$oc( zu#gV+W`aecc1Y=YpQG~ zW%p*`@@+9#+Zvzw?hhF6@QYwQd%(~d_73-6&w7;)gik0=tr<{OA^#`H%tU5)!!_Fu z)^_z>ayxqHEV1KqhtZ*bsliTeejer(x&w*nA0tci#}DLg?=Uj#zd75*Mxu@D3O?j^ z?bSDYR^)P6cl&((09uohhMAnnrV7xI40^a}Vd$8ump|reai@~fVYMy;UWK>d%%Z5^ zM5*5CNwbKB$WKGZJRmZ70+B>NK>Jy{5%p$oe|vM7PeY}{TmZS^j5l@aSNGetZ|D7X z|53>CfJjJ{?wuv3H}7=spASz=k>f+Dfn}#wOJ+7((pRGTOy*bPevYiNW}*mGA9Y?g z?);zZy0+mCW4G>N{;c8z%%_IN)EH=pPZZDR=Cwh)KRuw?zzFUShD^RYG~Tp8cK&K0 z|D2?@cJ4@Tj5W>Y2|G69pxV~R(!+c4ciN=egfZI!hg~W{Vi`>wcc^N>DCUmNEFZ>2 zYxsJF%h!A&ZTUuGCYlRta%66pkna`^XQ|l)wNie0TUnhbmt z6u=5bG>wh?2Fo8H<#5$kXR(U$017?3N!)dUzmE_bbgNFU4S9`6SU;u{>A<+d@=J~~ zeB;_|vWIm?hU~~+Ii<%q!z`9*lRGXWo8-^iwdmqR9WD(C!VDOP3o za7GeuBwcExsd&s)zcIU+Sm&fee^+V%WkMT0FA79Nv40|J}%Fz*^QD-PpO#0KOjo8ntXHxnJ~jbXqZR|K z4bU}kcH+TbBCWNu4;*P~`|8kX|3m_Ji#)laCl5_9kc>UqbXKXBQek2h z<&oe2)B#l6kN33UC9BBn-mXle$vn-%=z%$m1!KW4h09B5H?cR=>kiFSIN%MydghF1 z4|a|)HQ}a|JlrV@M!?(pOX!DuciQ?7{ex{R{0reDtXg!2*n?(Jp(WfSPb}+21mBJ- zXm6B#m2o_U`+D90WU9%n?pa;>*v+m;lWH-1i0!d=e{mYjRBG;TmF>k?&6+_YLkAFl zvfQFU(X4hYp?#k(b&(qrSaW~d@2N`IUGB)R^*=;byWn%bFLB-l4R*2sbFUjWSqxcX zCG{Ts*ox-)UQ^_4zNSEFVX`(@1q+s4$nu=5xk^#FFvTOblfus~t@hHI z&5C1lQbC25J#5(P!s2 z$VlUGR#bPyLV5C1(?sC>pSeBB@J*A!&!~S#RBiy&dUFk$oKNy&@@_{xvNL7Ek9F&; zEY%~G`YC;?zpZj%>_-nTIh-CM*p>?#Khb3NBU#Z*sfErIy{WqN$YaK?C=4*s8%4~fL+0fISSGeTI-9q z<$ANDSWuz{^HWOiZ{HiR={f?AStt@6tB_UaYby&eU&0(Lv@if)RxT;Y-b7YI)NZrP zywy%Rc|B$|%h&SJNa?d5c)Q!}2V*2o(}rtie#qSC*~98CSP?C+7$ExG7t z$5OOrsPc1)EhO1oNaD){y9=ROyrJ!lp-)yIeU(Z{E}rL)lJgSZknFXD8dwSV65RAR zmK#~Krdn<$V-R3>EIH4Qy0=d9cB8ABAXgW?x}+Vn)belOD?EKK2Hp zG;!^68c}No^^WDx-!PXD(8w_G5?q8z`uyw~r_6f89Pvfb4%fWwQ$r4$^ThPm?Ybq7 z%E%#?Ld1eeo%b7QzhC>-R$%;k##xwCjPz%$xtj&xrkcN0lJ#Eaytp0kjO961uV40y z?#5UfENQ6%9SL3D73zq%uutyBI-7R1>d}fZ7w8x~ z*ZR)_Y6<+r^Z2gxmA_;tOM%NqQdYolIAn=Yqg7W?g5C zLX|E^$_F<@_l7TR94IJ6oFNdhL`tCl4m5V9_i2%iMGt z={^89bm61(>SK>#l8-4t<^;~kC~*x%pHCV5IGzDlT;{cD9y2VYck>&mfhvF zcxRNkiav_-yjn*fa5kK6h!;-K!r8iR&Ad5@7|iuP&~ypKBiqC*D71>O6fpyf6J5e! z*x|_<{9@_ODvsS~*fq3xs#^0{?1Jg;4!S9x8*7ayR{I1Fl`m=%%7}u$KjbuB`~sdh z{@&r8Ty|8s>;m+j>`a62m)LQ&Pnru#nQVy+{FK&Bvdmv4EO_G-|F|;h*24vj_Z+#6 z<9w@s_bz;?hwNEIQhq%|4$@?3X2)+@T$4ph9n&p~V>E5m0nVzjsAcgXYI_UV!ZY$Q zkmen;@xw7??na-UxK;F-YfF1~-kd zaIKkpPG7*+4xx7G_MA(=yuyvCEh3k^N9&;IU2?4c)&yBBvFv(e+z2HB?p?WDtA8`+ z@obhB1Bs8=>XXcZdRh$x7q7_rD5e)Lbi9_HYUR9N+3GV1N(DF|lI?>Vv1oZ8FiP!{ zB&9exrC2XTw_>`4Pb*0Qxqu)?dURZLbYy!V4xZ-kzuFGcoEF9kuMYwUTh zXWdH#WBauXt*Jp9^rIgt*oINSuErezrsiBHLBIJ&obXARh!jJH{XiI=9N?2)B4V$g z35oS7WywW!7M5eI<6{|$T}2rh`%H#&$J?;y6I7|$ zT4Fwutp`G_Tfk25!>zjZE5}f`2Z59!uH%vCvO!vm&?s9=lx7(0SRVp;kVi?yQbD9^ z>d8OJ%UD#ICjm6f(K#TNd_+?02JG@P;a5-i@X?XfjuHzbl;CKHw*dT4>8e zF4-F}8=bnsvsx2}%MC=|?-}sVDU0Q8aiJ*<@sB9by0R~no0!X38LhbOAZMA|nlY^(?0SYQF{jsdfpi+$`( z2F##>72{+6_-u`8O~7q9+Sji>t)cx}1TDP$El~g}n(rAar=d~`k ziGX9I(LNolSf)ktw%jZhhDXBCGc7ED>Oa_+iHgmclFbE`4>zdo%1BD+JWTulg9Z_q zDbt#5Nwf!>3vbV*RwdOQ_oZfZ9opyd=Cpe8L67i`4?$m5)z4k~a5niRYcAEeVNhoQRUfzN0Q%P^Tq&Y)2|D9C=p|dMTxwm~1~05<3+S zGhR3ej`4vp^l0WreaS6t``d?4jNQ9ZXZ)q+Ah&bR-p;MWhEcFD(FR(Gxm9Kw8$q{e zdyuuDjvlx^0bV2;g!(1bq_zF7cHFk1^!L-kB-FfQhp*Hrz3NLP4`d?Yrg|>M6|$s> zonARgU*>E5@#|p*Hr9p&i7IWj$4>4cd|n~owv^I#(W?`K=&7IX58&wSgYw5?B)Mz# zw^@Oqp8Y7YDw&!Qb3{8OGX0Ds`0TWb)v9}2^nLd9S7X&ec&Pb~yH_J;e3Yq#o3Vzp zbe*F>0B%QH6b(FII?HZ6Z$6XfLNin-%?P^LOj;U8D@%+|dEc?{`8t7EDSaC@GnEK^ zrzX86bJ;NY`pf!}zUaes$T7DzZl`C?na0BM-Y#@a4oU9J9ruu(f%^D$)m?uT5nV8y z(TUMO|MGRm-h`Yg%<3KQm<>5DoqqRxVjB94#q!O5P<5-5)TVB}&Nf>#Z9tY?5y~RE zs8%R&XW+7lSy$llUdwOw+_lhi2X_tIB`S4!oVxXTZC_{&?K7mpMBIHnGiH|IjOc;Fh_2p_{e-&8;=6b!ict&UEAZC6NoyXTh=O-;LD!g>UG1Ro|b!^62innDCUs_k%i zi1}&`7&E!bc~(zB5Yf7LMDs_!KD|1GFl|U3zOAxKe*Ad-Vml1T3@JcX&<)vSwP6R= z4Y2lwxm*6@o4z?HBjgBM!6e1zGnPmddC?^~mfUor+aBwUDE6C&!ga6s9WoqQoMt`I zE!_&P{0nsdmG)L!>N@I;#)zQZ6AF|5kJoLd-jQK$wI#YKU8ftZZ)*zq(s*&(-i#O- z?k|&@-usx@huiXGXHEo#)C5=eCyqAZyho1S1e>YGO_atI$gyCk^?<+;w&C(9M!ddF zC6+xdL5pRFm|q@-Y2?;h?ERz}ziA-+&6#b~Hp<N*+J$H=r0l|FN6~HR!s8R+fobCzE33j#xjcFd@#rH(JxNy=tgjW zqTWlq)=by>>3~~bNYz)DWSxe!gxgjhYe!a2eZG!BJ1^b%P+##9O*N1VeDZ5>?UNoA zRGvq;t9=4JM7nXu8!uu)Qx_(UZ!|P?x50RPHSVo1f=btzb;ztoV;_g_m1Nwj3T;{g z^Xud^7mCoR7t2xWRH%W%EGpa#g**aOr3a@lDc+nVlv+Qk?bF9VT> zavozCEul^2+EF*p7k;qHPhHPWoup5uz5l%N`7LJBMA#%J)<1i%jD7e6Cj6t)nbvq%H$+d{`y@* z<9L=R9jLH6+9;x=5*MS}C>N#T7r*!O)s=Y<7kAo%Dt4YiYt8uF`GIzW(QAJR%FhlV z$6gA9RIb(KB>fEFxJ7OrjYmFVae$eds>$~qITZj)4W%sD_zK8F++d6EI=ROYJgRJq ziUUS7VO_sW0lRgn_i|xI&%DMdDqpRe^;T@tlP0MO{xtPEKUz_t0h$Cr)T?Y5Cq4KQ zucho=*OVwv2Sl%5ibE2Xja-*-dmfOpLey`6!&mTO+lu*!{rq<0vpq>q_rt4y1p3|B z{-okf{D8RQC0uC#IBZjIO0u?zigk-%Yy&*Z!n(=vkO`mccy$cW+b>|;dp%RidyeH@!pZ&Jy(VnwWH zd)IvRF9Ki)#!g$}n}ke|GB4jYTi@@%Z&y7Z*!o*A0ah}x!+?^0V8~ED=iwrtLS5hM z7?M=f-f{l2&D_!Ld_U!|b=wI5XVHU;4QEA;%1$BvCS&2@g$t#sl?zt?^4(exP!IaR z^CFD0pjgcyxp+Gl=7=X0hBJOjghEYuOMtg-w~sM-zDinwr5Hxpl`#vpi_GLT9*-ci zI@tc(`Dy+Mp&V@ZF?;^!gnH`ds!LP4`#bqjK z@ly2?oK+^|a>~&ZS^c$1Hsymw^&(#u(dp1=`#<9dN#-vE!<@byoxO zAcO5K2!pjWvhykYAtn(x6q(h-1TvLT{vGTqqq4cw+Z`!aCen(dACG{9KiJmGp)XfX zoA`j%8{p$@S*1$nvf1u^ohK(a8CW>vtXcGRvuIm1cwZ$uF_mP!(rsWCTE+s7ojSJT zrHAL(<5+l3DYEd~xLm)6Gyr!;Hs!2{ZF$UIO=<7P)?V?qsDw^B`=4c<=FotN`2vMuV=cIwrPB}SH z3#-eNX9|5w=UV^fvKlliF;whG3I;lU$^5r_TbRT6zsvw--o#WOM!Q`U0&x7^`K|?< zFd7SdVP(^q@hX1oBFgYi z$y|%JFeNqmh#V-xax_`got7-Xe_Wd}Sx9$076QaR-fpMMD~tMWkESuN|JT`j#>(1n zZp8u;A$MR=x1KG?{#S6uK4Yz4@|4Nd3^)>Eczc+$ENeT_-N(0DS#s}dy*nq>)?MQDwzzi*-9CWmz$|ooxZ~Yoq(}QWWNZ$X zY(N`yUz#m2`Pj+s%A_d7`GD;nV~ypB+xqC6bir{Eit-xU-gp5F@|zQK2QW51JSBkE z-@-Ps@f}jd#%PpqtXB>yqlEi&@Vl$Mtyd;)8303Zc3hE~vKgqt61fr*G#M8O&cJd>T3*W8s<+@ImwlY%f1eR(j-`8@UMT9~JXGd(z+$~EBs z;5G*2P1Wl9OGnC@?*gnS)>Draak&BB@v|<){5Hj*RjGw-cB@P9>MF^zi^TLD3cW^W zxmoam1GyNJ!rBB}a7K;Q(y^;xeu*OQBK@f__QNEVV6msTB4MRrDihgnO~lw@K(DB< zW8n6G{5k{Czs-Zwx`VX2Ofk_GVUfqzKf;DaP+jNN8kZvu&cy1{-qNdZk*_&5J8j29 zmRUe3@y4^jcGkZ|h(1SYehkRxQ>b`LxZ9w!{-6cN*`EIJmm{1KJGn3#5R4S}OclpB z;!p}L-u*580`KIU| z(SBU`U+YoBZ-y`>dw33hxi@f>Sp)V}p>JEt!ZzV#6OOZlnpUwThAhQ8jOChOj(gqZloih7#3Av8IO_p@ ztl5OFC~^+x)#p2Fnz3_P=bABJ~h#oct~_r ze2A_nFSQ=&KUs`Pu|K7hls3@mby0|kx<vFu2D&A!aplW4XIQL#0 zqWwC0QTzxCWgZeKU{^m6S>8*Hskp$PhNs2q&1*r-en0>SPVcZ4%TgmPQ3Z?mrTa5x z-T!4t007X;8`yV+FpQOIYH2=GIooG@b@S?_2`4&ufrZ+!kk|K*L2u1kN zlYmiRXq0@J)93bb`^4QZR1|~ns2fDL1ucFbF1d2Ye_Z{a#b8JM%6NstpL`*zpw4JU zG1#p#r!r#cv&kaq!A{6J^8D%d%l&PO57uto?`##Keyi0Dxf?VSd2=_*J{w1x_SEYv z*%Fi6j;5WF`;%Q(R_4&gX)@au-L?wvab}vS&Ch2?(^hAagpvKCo71=yf()SrZ{&PcD@pCC7`Ic&1K?6v~ght>Fj z_j)+7oiL48D~KiDTASuiJil3`&DhpzbQTXPZ%lO7Y*)i~|A?KxHxF@wzx@a=ESU^y z(;l1JS6Hez_gk)}D&_L9#4tVMZHZjq-0yWH%a1qz9jAo~=#kxhX4UYDQ8Q@4(j=R3 z*l$j3nxMwI3CavmzxlNDjKkV{_>Ip~??R80Sv^k#zoSUYThY#ZQR(~iI?v=GN-x^9 zPtN3ye^Qk~&E)!N4OZ0YlBQp)iT9eXB4k087+|&(*y-4nt{Fb4^!{f-*8yJ}1?A?i zlIe>eL`gVqd7EU!^k8`9(#6Z`Msl5~NjKwMK{;MP+tLaDFm#Xqa2GW8&o8NWCuNwL zafyt-kb%E5G2Qodi|^MTZ;jlJQcGVK4*rfRpYjf^iJWcr7K<8$L3t6Mf7UO2V>cNW zr)+Tv_>``_s6Z2czWO0zIlrfAG&=C^;51CNd(#b-V%TTh$@v>mO;h7}Tpp9VpC&47 zHv;Ap4o8&!^nYH|C1NgdH)P#-?5L~s=bc8Lf@2Wg*^C;*{TejLPmG8?&wPCemd~JF zYejhrnu_3GU7VEztJEG`M64^HaPxArB<$@kyFa|EJxPWF-T&u5U!K7qGtA~p`Xw0} zQTsj2b=&n}hKz`l{7~ZF8C}x(>^FQpL%|k5u69+QzmY{Ft2qt@UzhC9d&+l;dq`i6 z?`27+$m`oCE{H7me8Rum%dUc)-Zrb#U8{%XJe-wVO!D9T!Xr@nMn3rna2*X9b5S&*s-3G7iERAB*b!|*;>MAt1lAG zqI&DqHLbyE?RidWkD zX9=bXoU!9qhV!n_l3rHS&60?>72)}%A*vmm)2&<_iI1DY=db#gO5Vzd=WS@2JGuM( zbzz*>p~@)YRpvhi@*^p-$Q=9UtjB~>8PiSno~E)ge@jg zw_}dMAG2!DtI<7%FG-oT-j8~}?G>jFO&rLH%am#@X#A0Vb5)sNbb$6YtXu8TqM9;4 z_rN^t9+5uypgRzInt#jtm=SUhDXtV>UNZOdt+%`=D1)yGoR-R~1Lvo@f?_ zCge+r3_h{r7~n;r2EsxyUrag`BdrkTxoeueOj;jbw{^2#^qq;P)iU&Z#l6WM((Ead zLJKeXXjuL28s8AoQ4L9fSo&J?hRKk|6UgU?6>VklL`Rs0a^qcky@Oo4=??l{m|Z)X z!73W7NEZG#=;?~95Q4D{>!&=m7~9!Jg&_$FPf{YI66@mgysiELtn7zwIDd++qOy3n zzZVaD(y}J=K}lJ%?p?M&??D$-zZL%{lf9vwI_3oVFN_cr6HFulgG*|%Q09Zqq7ZeR z%4E+X_4l68fW-a!X*C`69?Z{OHoZVsEo*+XSo$HEUk%lOOBzX#u3r6TLDE-d)FbVZ z3#Unb-!$`L69+{!SN`T?iOiJu>7QZASB4r2On9MHz8JuaQ^iOvGt0jK(Je8Q$6pyl z6kdXA#cl(ntBXO({F2kHGT);5T;fkpTiS=^U)EPm=Jy8yCQf^1Tz!VaFjG}HF6!VM zx07biud2VvkLh`(Nxz^HUaOBqYRCg;qe@V9ew`F*~+7$!&o?3*CB_cr(5<>qmnsj zyf?c)26BWAxu64?Ro9BWO9let2yu(<%KSz#aOaTUWah)I%p|=_0^0i?%vHEWQTW5f z;31(Xw+of7bo zS)I&j9_StJ3C1gQi1a%s=LWa6WN-SbkfDKBA{V#SZj?qMkAfQ~ohErx7E#|8^dPV$_XjqCXUKCa|sj?07VjKv_7-8UJ-p0Sq6eNR)pW6Fp z?jRw0DCo(g<4U$~s4nQDaBV|Qcy3_|ky#ALJkwYR%w;#QwFT_s5!|j;xheD;#+*v= zjnEQ$c2~bjBxX1xtTA_sl zohjD09!DDMDrqgaZ|uAGVVUd>Bog8hEKuR4E4B6__F^-1ekHbI{ok}l3}s!VSKb*% zCQ&#E5LGs(!=*cwBd-a~icK7jk|CvT;qP*{IFJWqWCxiBd^xrkrx4%yxZj%%dN^aNo)Ca=6uiS_{H@R^C>lG?>ar0K^Gy zP){SDf$do25g_q%b!oJ9%&P0T`7R~w+CXA2`_55s<#5?23&E|kO|`G_H_UY8iB#1* z(By7k%i#9awQb-2i^82SkW3Ef-_8b_SQ^TrxY>T0{TxLfs>)fhrbZRTdbRzfNgVDcp8gFYQNS8Jg2{2HiAk3%q_pP4VLz7*VbYF`6mOa zSjj%sD%^jzteB*}2CIKEw%+FfS-H)BkFG`k3to?h={7$Q8*?>%&kFUh=)HMd>$POS zLPtBx*q0reWDdR!(g`9Tnr3RCLLOYe<91Ym3THWNK#sAJseTQl+u@rqb!i(SMdkw# zfMV*(1pZ6`PR)QM;tAP)+bBEe13KPG!`cGk|74|f?gr-B)Z6_U%>=IhGZxu>KR2gX z=+EHB@2CG9f62LvTY06y;788m^MunyAzBOO3M+!A`|+WBp0Wzhb%=Hldz1v@Ri|&` zk2`CEx6P?_+VBJc`$azIe$b24_p{YXxkRH9=8b7ic#c|&<*mGxPZ!N5KBA9oMJOG2 zv4A~WX(y}@Pwb}$yb=bNuGH9z?n0%p8V^E{tt!sw$RLz5<%Je5+@M1JTzma z#zQD)V9YC$P>TsK2IX2yd@Gk-%ScDwELe4Y^_i=;H9O(tb!os@yD#`TPv)<_b_va! z3)tqybTsCb<^tp*lH>M^SFj`{A4LsUh=zh`ox?H5{QamU&mRpaCxO6~IicJu4N1K2 zs2n5fq@qmM-RVU2JBU_#qW^klr=0}^3*H3Gz)`Z^_<&b4?kx>6xgmfc+zcz(@G5>w zf^19pE?_?qT_98KSn-!`04HXpI$I#YK!ONv5x_kFx#d|P=6%Z(QfNQos9m;_R)n*A z7__$`Bqf^MG4~aQ7 zCC)>9l%`-uU?&bR8lO%DtA=?$UiB(XUmiZ3oANnn7CFxq)MLS*!q|w!S@WC&!r*|) z%PmM5ESj~?iNCZRRgkqjWKU;nR!U=zz$`yfaAr}C^JB-RQ0CUaJkW9H#}^w~@mi=y zK$-=(*L*76Ewr`Q4k7!OgF48A{C^_Ou1tliF0Omqx4&{b0L2XJn1qyDlWP4E*SdojxcB(%n9j`!F-1A>)4R`?s%DbLHP2(4QAY zNxB9!*yCQFB{`#l?g#vAHdjgt-&5-6QK~Wz7ka6t_W9R*dT{xo;;ccJ`K-^?BIy!3bjh1i2`D$ket05n-u;~8mpZKZxc(iN1Y4FX}>wnW! z{Li55XH7#9nEO9FHiHQYwEoZyBx~d!`iZkWkLYsx?xq(rg)Xvu-EU!32d_;9HSSmC zC2p1Z8$6A*1ZL4bG1i5}XUE>{+5cxKHQV}6@=xE4$A(+X+ymqtEAV?ws*z~|x zvh6Weo4&2dWYpmY|WxH2&UM-dH*b~~Zul}6?cJOtCup%GwXZ7-Kk1t}oA;s%D z*~d1^`3Wo*-!9gp)%L1H2i}YxSLx#W-vSZRn8xAca!+!)P;l+YUxLGqOPRVC2i$kS ztG((ksE_o}&7WXgrX8rdD=P6(r$FXG0U0M9j;`$HG)?jZ>=t|{%BK`c9J5uzC z@YF}LFS;RZF!h^7-1mc#7=F^pf?>he;;!JMO!=N2``Np}I_qU1xIcy%eRz#y=4eR! zKh!{RQcPVK=>9qBIoelx>-(gb4X_{7`i{2fFY7k1TN_-+kh_CM_?;Qjx39nD^AWml z{&AIsVN&A=#mt4XPIMv%mE(ZvdpjJlkoL9y>-kjdm9}uK0BqY7UrhL3#@^2RzMVJd z^tZon@94Ktr(1bdZ>4t`GkclqN!p5HWHrBEo>+N{eP%ww1z>Iu_Xg>71 z#&*|9nAVJw%rNY8DG*d;vAZhd={S1}S7CCix+*3eeso8|@xyzZRL-$PK27h;TRovy zMB3jRckJBxm3QD1bDX`2)_hSsaT{!{3YpAbDSaJz$-T~FO%rSCbl%)=KxV}FuFD-& z(dR@-x`JP9)CL2U&IS;clbemsaK`M8Gy)whYT7cRV$m3Bb!zr7;nGZXYD~#(&p#vi zP~Wc}HXLKOKK3P^eY#h7m~wbcf>@y^!y3qU9WM}@ukaN`efG|rUtZ2kYZeshECd1< zl(}+{^dyTXr~Fk0`(20@M(JeH>2%1|ww}|<=!ZYD&N*{-Khd)us3sLeY|e!dPa8qL zwzr;)Hjj$=Dt>2Xw=eJxI1cQy&Xx#Lj(lnL-veKLLzrH4I7Ar{QdDd@_7V|TRvcqA zW2Ve$wR0APZqO z`bavCm^{2o$g;lH?fHY=7SkVq_!|*FOk1mnaDEOdPs~xn2hE~qu zMi0#t{=_Kr0cVRkwn6m*d3|xU)eQ5NeU5LAk&&^vbA}gC-0)?T`H6Z1`>}$pmjodX zAK0t!YiW+lw6pHAQReO{E0%04(0g2bS(#&!iQ1D}+@O?;u_=mE1`Jn_a+b3)XS9Ru z(LhcQdu#$~>_rIhfu66&EzyLH#wllI*n z%Hid5%uO9!zYQkmy)9?|6As12Yz~loD>hW7(+{#T<SAB`Eo*>3Flvm-Bp;apwRmm_>xrA(fq^2B9b;#wTvPDO zwfQ8dmvK~Gf_X^D^?;wB_f}*LHupe=1~d4@d3(5jzsRAaQ|MC@|EjBN=C1dnR?wQi z1cimY;6aL^J&x%v7H^HC`%Cs(8haE5JnI2jawT(Qc9BMa_}3V`*0Q?Mq^YO3(fm># z_*6{DM;e2yHrG|O;C`5rBgWzUc{#ONAM##lR5zM4VfUCz-XaewOd1I@X(Ert3dl1P zW$YvzQyMZb>`#Z{!5vy0sg~RV97Y0 z9!AOMo=|9SujtXJ<>}5RgH-dt#kKce!|mqlk1EALyx^3`LAFc)4SqT$S)vE$c?Yf_ zzg~dxOQgRWVNEw+QloAO=x+(tx0Y+ZpeGV<{?8oW1-*Dp)_QAJ;nG=e*(X*bh`s8k zR9rW^d%yd6ZZPYFhh|j37#f4GGaiGjhPCqjUC^rNGy|U@@OS-Fkz!qd4D!P;3;J2J zmJ(rYi@fBRkAZ4#pJ>b};V+osdK_yVo7apZ?gOrYGBIB6|7(_h2deA}y4ha)DF+wwY7 zg5&2r%G-;hUwf@kc%?C3<==OK+H9t^JM6g6S$u+U7~`8x7id|yEkz+3`A)A1NJxnp zeyGkIW=Er;rLJBhMEcOh2oMu<9W)_yW$MRB9wp{+?&joB+Y7anrs*ygpzgvBJ7YI- zW0)`4fZ)6YZ#ByA)JSCiTw}yofqN0V@l4qM(u3InqAFA|v*|f50CkVs^o z?F;5g+t*9}XIuep%7gDGw{rT0-$(`bvLjG8kVX2LKI>k-?)N*L4^m7Tm{gQhoBV0e#k|#cqtefJV+NrQqztYelQzO> zL$_`af?)T>(8#9PD9*n!QVZk0ky5{SGsRU9vx8cX!$C;+Ebg^w%Dheqro_xy@cMW0 zQ0+I5dR)hZd=&~xUUvMMkB(&Hg;8&ar(ufC&zR1Ut{V058B)fA`TLm+hKSC4#XuEI zUlS~38yV@;ON~7trTpgM?A~*{1t_KbUB-C5!*pD5K#XEN6zwXiWGD@yzcZRUzYloM zELX-ThSRqf*!_i9u6a1=_nf$6IXE_bF9z(X5zqqNp_8amfmt_&-u)I_)6OElKxwlX z_$ix-x}z!R#>fHjZY3|5HHWcqfX|yEpwH+}saTH_7-8H(Q3Xu8+qL;R=4~HAnR$?F z$34dDW>noEluTX|glJSY+YeKEC?Q}t=MzJx14NZ0;BA_tX#ZxEgju|a!J_D|$cTBD z;eHdv<&|y!TRiT;ir-GkPxe}TfG!&pn!kBh-}3S$TP8;sKXUE;G_5z}oj19EY4LEs zz=i>;4>s*Ao?a$A3ZbRkMsMR>Q0!~3U>20+xHbf0ma<=sM=w;MemF!* zRq-V{H0H8GR_N8{Qn+3D!4Rs;yiyaRYc{4$Xjg0a{o(+92vVyVG046{x-Wk8uMPdJ zJnt^`&s1wt9Yee+DNk~$Nv;?bDf6fUwBS5&W> zWVcJ_F42cmbpzD2+}NbgUmIv1s3jZ?xtcTIQH|_(q7M#IpwzDeQC}0QV)gvyyGV{} zjPa5O%H-bx4NC=Wb$8^l_*3S$qHr$E9gR^D)B8W`9bEgg^yps|%AbpTA8f~M`cedr zJPj8un*JgPbpE%X1~P&jWDT}H;RjmYN_qT#TKj#?Q_Za}8!^Y-4SgN2Rbs%}yx++= z^r|&<#{7&@CqEqq^*)<5Px*J$@zDkJrscr+^niPBCSq?R&P95`_nte0j#Lj8kD7fD zR&%tfX;X#I%Pig4fyw&IHiv|v>7W*ABf2y(tY>*_+T$iGN(9Ujmb4fYoRnp8ZN6!0 zU%Cz)be37tL{8KsG&)ifD%K)6?4i<%ct-R%bNz(jh~!H0O29P{|E=SETE+1>R4OS^xSxBm_sbrx7)dnJLG!PTnR2pUFr z=mUUd<7d_!e5Jm0aeysUJ9j!+2{>T0`tIp6Z4EBVqHhmZW1HBlEmG>nDhcLD$EZq#KeL36H)o91Wa{#!lG*FCNQ zH)Sj@>};~rk+EyDoByWuCZ1Q)S+Prt_iJY!{+vSN^P^Fwk|~`(DylRKo5LwIyB}i* z7+K4oxLKLxtOs`!Euv1Ph|-B5Tg9cV^G>t4jJa?@I>=d^sFNgD;5hoX4SJ_A*p5*+ zMA(bhNpv4?TjNQ_Xh0T22C2o=E@|=@zD|-@u6my4-_;-u< zDb`*9K?U3(4Nb0SOo%lLmnLU6cZ4=g-s4Y>YEzfXhe}DJ%_D6(G&n6p2)WN;on~iG z9t*J?7~*d2C!PPTe^I282+gtCzg*3A72d!cjZNT&hQsdgOT?u@?=nfG=-L(!Q$J`2 z?e_oapSfk>a;aHL zXViAAXfGtqcXiJKY$C%6?JBP4HL**K3*g@?%zkyZkHvh?iRwl1`}lWn=-V?JYb2LN zn{^w-3$Ab>qY?cZGkPNB!Eun`awF(}ORMGjJ%{zyyT zE64AjxjgSa5l}?C)>XIr0H%x`g7)%umPUO!s()Q+xuy-HjR>Hr{cATHM?E`EsDcW{ z8~fKnAji>03kmw?kS%H07rda@r+F5MxF$VFWY2(UHkSmoc!c2+kC;c|8Yv3j19p00 z#-Ys79}KVI_5+Sb7s@21?D9KoA=~B(U{Qt}fsj3G0j*F$CiQD#A;VQ9_ey`d@J2=z zVfjP!d_w2qMXlfS-=YIk!uU6#-85dYFj8FUJ&YeTxRKErhYTG@{Fyu!E z4^eMU3Be4SIbWf>)lFW6TeT_W|LP>Q4k+$v#@ zsE1S917iz3UP9_%P-=d-%TiyGuH%A8LJ)d+H$~s#m#e)6?;CujyRgoE+(oVg-6#y_ zmNE_w*6Oks*vS>5YdOw$LrMegE` z9(+5w^-1_?hY?vT*{7$k9*KXVLJstAYWlo8BO~+^H(>NldQgm%1ddGmmUbjQ`t-Dm z;BKyoPxdSP!$91qbMfzUoRZ1AjB|*L>L9t+?<>K4UqxXE8kw_`JKn%_9Uc@}92^=_ zIYe1;Qm@n-YNNOH-+)y!XvNNJwQPG{LpXEMO)}0mTu4JwsyJ;7t&+N@BCA8~(aK`= z^?8_$Re?@|5wD8gQxknx% z&)-~RtD)5Z=x6A>u`}sKx=wfL?{l?T!PIicA zvoj}Zo|zoiP067Qz?>!E37v(gJ%w*$k7|CTaYPOx>!kitRukZgvCu<5Tlu&GOHj9I z`7UgTX_{p;fEV}7oTJstfCn6sUX1!RRvdM_W^SqsN{9Z-`<*X%ZDP2>vCkDS|-knQp6gy;mF!6 zCBCD!?>AwxWWbq(b%o(N<{}Yt#BnL7{|-__zXbfXz(2O@ipeH5eDiN{8$3C3V(->P zfrKt6(^u=NWA@)vMZiCwgJ)!@HUvt?#in)xp)vXjjQCkJ-~3d((oppFiE7#_6jBOF~`o$5Qy`cs3fu+-si#%C;l zXBDc1uX&PTu|HMI_y#2`%(wxcpA8Zw1#YRAu6}5#cuhv_8?TcxI%c=55~ST{&*kpI z_oYG2uH10l92uuFJK3_;>3{*!X-9or=KK7!NJeqUkV6X#X?bNDXO&UIX@$cuK zVO_!CO-lXI-wG@-zGnzkrbE8o9>=^nkq^j{Va87N8s>NDI^UPE>?<=#>!hNt#NE%% zUh0zd<+ZNJR-$kDB&g~G5-4MV3yQxE!>eoOu~yNwl&^|LLw1JV$?5!F+#$agJ7jIk z7D$c=(jHeSFHBp73k8^C@&Vs3|G3YPXgk1PG}6Co4Mpwmvu5k}kVbi+|L%XzHXT0U zd#E`5$bc9rOsUvX9-F!J?0$V9sp@msu{VUH*lUvx#SQ~$Mp`==8yQH~J`X7_&Lx!k zhP6A6*FSMVx~w2bjmI;n>R{~3Ut@b`k5q6vF*S&yvc1KkD0QlKZ4X`Q4#s_3+vS)V z`fi-_nV7Mha?ZLY6P|i_0vUHha|A$RzO03g0*f3>f2gC!uByY&7Q6QlgM3B6wVJ#N zz!P8T>W#IgaCL^_SKNbOEi2K^2AUV2ldbJJ4ZWrZ)K=8k#{u51%Q@Rs%s;Dz>O|!n z;gw25jy&k*T3O=gE_!PI#2?Px2>`czTsi@SYfU{N`J=95ESgQWFIz<0WXv4k5JE-d zW74NA3rLnW)CrwvU5;qe9T$C2+A~(8}zIP7ht6p0>+lFK_Uo8I2NX;iO^&sgkhdX=}aR_w4cwP(Fbk~$Q@#> z&nuKkHXaxPT3T#tRsWsQ$=)Adu2~|hGG29k)+8O0qTs(CS}}P-v7v+b)Qi6Msh3EV z%J5p8{ILB`tn7_?u{7n8YZG|why&6VE$$3?RzQ>=mt=h#XEAi?W2=YBCZJ9`nHkZ2 z)-o7)1~rrb;}t+q?s>$S9R<$D)lKm3bK0jUfmLebriNclvK(}Ho9ktZ;+zB9*cr)| zh372<0k{RTOa`)SSqO+TqPDNYZF3FN9gKwO#;(6!Se?C`Ik!s>z6FKvL)u7s=kmkU z;p=1DyF3$ssV=GRIuhaCF2?MtZdILcM8)bl!iT_vZnSJ=J+aukjt8!e#kijkXYbsv ziUdjK^}@QGh~jUiM*C4J>87DjzU`ii9QtgC*;Jub26~6CVUdhg^;8c$ej<-Qvy)84 zx~%kRRkPo5>y)U0yqp8wE_A1-m)a%gRSbrv(w{(**v7t~^TEj8V|HO^Bvic6Z%xnp z@vsHi8)G8(-t`JthKx6yVgFo+Y=qnusf^ZSW1e%FWAKit`s`okPk9IbxZht4zC_au z%xpQtQF8XY66nmQq_T|*dh$xTwj6pcUfFU>;bXJ61pz= zawZI;8cSRXdyN5AjKQa+j6Bul+=6UwmT&zH4x4hj_jAL{I?OZW9Yzo54t8+cD){;0 z#46{M5Wr6H!_U;ri)-zDmD;6>fFFZ5NQSqZ1BgS76w{UR)B=RW^7uI07~R3QeHyg> ze$kj=xE#HwS+Wsl&^mugGi(PT$tgOpP za2-&eHIg-LmwsZA?4z43vlqvTH;IbC+|t`sa)f1fu&?z(x@?ZNqAOxG%?|Thhb0HQ zQR2Sq{cVu)=qc1|xxy4yUP_!*;v#jSTVVgqH+c&=lx)WXrB%ACe!kHo(~s|e#SZyu z?d{6>4H7R zcifOW^UH0=p+~zP=O!^iI|)+cPFEVr+r?QGo<4+B>=4*STg!O>Un}4LR~R~3?S52EVSri zB2>5h%Y^fJ=6S`;!m5I*>4W^Woj^vFQb`%e7ML@^%4xGOEaM;}twDQhwLIXV$@}GS z7{>OysC;nO@8f&02QpN`WnnfU_Ur#sShp@Jvn#B9aiItIX8y8zujAvr+`PYn+R`D! z#}^OhHhGCyhN0qdpZ1?GfmCIa<$qxRzE4OFyp8t2pM75VQ|Ne=W=|__Y;CP!H((%b z2okv5NnLHKQ;z6l!YgFfiqRFi%It-|&!2{}pfmbcN7n%}!hCwR1@TmWPZ#pn2E7sm z70WA-&tuu4+&+c-Mgp-t_gZljkQ5YcOUBjcH@5&9%;`4K2g7A&4hB~}dou<~O=$SWN@*wT?=v5d%60UV# z1V_<)qJ5{)xJA9~O*Gbz$lQw>Hd5nSigg6&6Do72qSW(ldL&85D{fEpe+(t&F`_t{BZbHA~8ruwb`OPvm0KwLj7v%_0clcoKvGRbE)>@c8fUYF@I6-Y*oPO<^VV@Ek zR&DumG_N4h$#$K!w;%no{EXmklVIf#=a0*~PgK%omo%JvgZ95vAU3wMpat`=*Tjx4 zed}XOvng9_ppR94!cNtOvL3%2&3hAgIy{I^TlP)>?jaykEBb4&j5(3Bsby=U!BevL zH5sKQ@qvjd{qFs!a6bVCX{j<5e{y)>AFF<0$l2I3Hu4zR&=b1CcWM?SyGuVNaNun& za_CL;?Q7Wr!a=fwKQek9x^MaP&fh^9%|5H!Tj%MGYYILsNYx$TIw3^@T6Cvdp{%QS z1qtCim2k`3P0~+#)J*J~Fva9> zP~Ffo)zSW=W_B`;AuyaROP;cL;HsoYX~_+N_s<~k;L}JbxPYd*gB?L{2^hniN4rH^ z&lz4uSN9-P9b9wr-||?rXF&{$q`fe!@-NJVAAqr|G=FzqHT89Y{BLCa0@UIBy=ju) zhP=a>O5}IulllIqbcOH*B{tj_vji7aZjcZ;;KR>Lo zShBy-KrT{_VdC+F#WPlN5wWVl;1DCB&fwO<` zqR=((bZ2>GcRulBx_gkS=%Kc**$7ps2jKkrF+d4%Fzb3#uhiINl63VuvPf0K?p=Xr zv?MaN5p!uLE}eZ=n%&hmm)k~8RFeBPyiRU{oj@tAtS)J|%Aq;5N4lc77x$u`Hdq8t zV&+TTfvT1f;8ThEdBFeR@Rx$qYxgB8=qcZqB;%93)7JiW^Ui9{JoeR_b)9!NCsp(x;ke%9pMJI~R2{T`gW>epOWblzy^w?{26Uzi-r~E9 zc&ujoqkvUTrxK8fSeRbDNq;rF9`O5WMXP4PN>-HW@z^BB^4HAKt}sF+kgqs1g!2+Q z)@jbI5N-5(t4)TIcym`ElV_{M9`y%gV2vO!+$bCNYhjI|Kbpv;2CnIWG|LzF-V&h# z5tphAnYc64@~lWHz(Bv*HBf8no2B$!Ew3^szcQ>Rw)~weI^{D_#O${eCD=L@oc0ov z%{fvG-$_et&|#r1fZ~Z78ThTk_|SH@0d2T33hJ~@=C(fg-po%LppZIfcG|YnPf-Dc8j&bb?3mr?8PUW3^O@dFGuEM9b4v5 zMdu8+0O@@*AeNT{slL{hWF0fspF|D<`B)IDnngG5BD0+D+cNv6;Y0Cm0(ZO069aM` zfHu*WcNtDEuXm}6CiJVo`d}3^XVe&y`ITkd3b=0efGOzS0UML!;5BX03H4NCu-7Bi zcf6&1KQU3qIMd7#Ac1w=iOZPFZnUE;zhEiD9O#1+ zYX`(qc~2fGQPFlPbHSu0_$%CIODaJfVRm2QLoMclJ1NdDs^?Fcmn%YCsrZ@K1k&73 z$RGQWB?0t6 z&zOHTmD&<4ysiYyNv0tCA+tcY7ZK6m8OsfRZ+}81UA@iBRYe3;J4D18+R!X=25rX6 zHJw1G4I=fCHyJA1{~}AH;5R?c*}BA@)4W=6fdB24m*7ip9v{x46#tytOP;jHKDB4$NbB{7hz+~Lr@7cv}l54pHO2?R@R{d(8!OW*Zl zRuOdJJ<+M=VEj`4T$Y6Xf5RnDL zWiQz7sR|*xJ{!pMe3vpO>{v9w^GrpfMzny4djGlIM1HlIUf(2jrZ)EJzi$@BaeR1I zA<3G>$&Z}hq&+i!_EuBzIA9gu|F7v)qm(AM5}e&<32ewf$$X*-4Xz0~pG4R4uhiy9 z!y2*$qMw$|=d1ICEgym}LQ}XckJ_HKxMceDPiJy)O>LTL?1zPbpOX(@$=ExE@;mV= zEVsWjbf@=w8VKh&dSjMrIjtC+IB{Wdkn;gchkZEiQZsQnxrSZDvy(W2&b5OnX)ek8 z(6+^Y$biQ6Ys41l0WIGX_TKWI9-1M1Y_9ry*mmc3OgilQl*?WOC%y#|6cF@F=jq?x z=WLv!PNdGu;?EpRZ;t(%^`#;V79YO!_0~oECGmczBX92hj_~#Ev|md3)uaKzZTVOB zV8FRIrjxFB#| zAVWli*gOY~NkM&;BW^TRB2P$M(&?jz9eBjyQZ>t~dmds)uFtT`6>Slg*If^@7$rVk zXH#v&6O5FcHxkl>r)e1nU1KLy+GC+CTM0A$A4-^_)pY`Hw4V zx39O_Zp+_&Xnzse;0QUkeGy)C+J9xNdR~`ecIjjmT8ew+VkEf075GkhFi06<%wJmq zjL=1?mW_XJ9vy5&r;h$IR2~HEr&U%Ud5cN=TyFtFRrj7bKdxidx;+}o?GL;m1^1Kp zCAd6`K|Ilsd8d1uCVdk{1?&ADb$1;SI0X=NF!t4b0r=_uR`-_WL&RZxMe$@>Uxgu3 z_h-KN{T5jcrr=tv@Tobs;z~l_ZA}>FRogb9r*~3Cq|vw|l2Dv-nrrErNCdSr45gDn zTsq+)Rzl4nnKw%f2Q#eUtv<~LW$J13BR+QCI%&WxzxeDpF^ZKWx}~5`lWb>4-Ut`+ z{hvr1Fe8(UtAoMAI#3QNIO+2BqdrW+H<3#su4b<{xzji9j;jMOSTD*yt1EDG&x@m9B>oxC^bkSupQ}w&bQ`)W4X;)w2X6o5 zuzR~({`wpGbNchz4{8rUjrJxEm`Yd^z={SqZe!J*SskQ4*j2O&84uf;3_>N(wyE14 z)5SULXetZ5J>?>gI3kRfv`ppjjXmrtwI9`&$B!DL3CvW~3*5e)6tLPp)TrQ0 zZB4qU)RgW7t?YNQA11@+{@tS$Wo9;li@svO>Rh;%yt$*n_t{I!IEg_++#*Xbr zV#@HmZUZbte?I%sZ?TBkr`d#YN3WEc0#(0?J&qvG9v^QLWDkrJ8(bqrRq%0L7@*rc z|E1D=-e9C-YkH`}j8@c5HWHMbG41-Nazm1BTwv=)8t3XzV>4H$2O`Z8Np9ci^56M4 z6VmOwjyOk~x)sF_F}KQbZ)P^PgKr7upZ*0f5DEojfz9{N|Ql@DaD#qYjz;^VE~Kb=8*UfI3#oBrO7hZvpLi;oP*0^A%5|8%-Yqh!7y!Sxe8OsCH26M$ZL3p}DyZr%3<_3S6G)N{5r>AcB zX+U+7VaLmFgYbOB2r}+8m=&XoU5*j;kg9M$aIL#_%RB)j}Qy2smf3pf` za8%bw!StI7AZUMT5gQ26MI&8uq&1;jaMmXP+P(*m1yXqhG|EOu)}N;62Fp3EmsuF~ zI34oXLvFb%06VnI@{N^ z|DhKBQ^r@l2-ZB%r3PxAo@7V+R>)DuwaT6}C+{a-=R*Z#*+b`>+zc~*D;reIkhjVIg@4Sx47m_mU?0DfZ-4# zMnFgy%GajDGTrdD^{q-|6CsLQ+{#LfJPR^_4LD_Xo2n%N_NxF`KKGab%;{}S1lakir%TWThm_okjud@!`lkY-kGaRy$? zBxge_HUS1(8?z0Pvs+=ctRz=^G(&w#d|fJusP&2T3H|IJS-eg74bAwUAZr&Z><2OW z_fcI$gc%LTtOJ7N<9P z1g*k-{Nsb!E5dSw3wx-gS?g)`z|OVBrvs}3+|>3VSvwblRE$IdRoD0VJ;Dbtmvkv& zgpWl+i$qa|-#UMCf{eO4a;W;P9xm0thB%lgnOn(jkZ4-VV<h|0dRm?ZGY(BLxyfvif?afN_(U&Pl2{UG#>Z<))5)b&%4>Dv_ms+92Q7EYQ+q zv{~A8MA48JCS8pfC-r10Y(e#aaPfX{MK~LOU>r~76b4bugy$HRb;nz)6Y4<}>v!2w zsP1ZlV0|BM+0?sTrLf1i4U_M|sfUM?aKz8cb$k#jx7Fcd1ZQtLSI4DQM#JohuR7%U zshie*>;W0(V!9<b8_$)viW)^hrxQ|Q$}%ri&f+3J_Z`5G{Yjn$XGHV#JD+^xYX^b zLeA(g5s)z;ecgmhMl8s1w?8!wVdL%UD-CVXtk4w4V|#m|&q=oNXV0ZnZ1W7QeUqiI z@4;SD-mM5x1nr?N%fiK3GU{Gy-cM#yb5pD{dnx5v7NLn*Rn(;JMTYY@WPQjWYHED5 z4@F;3p1|?5H6Z4fHBN(&-h!9A7s>4IciHJZ?RTLwM|QnC{Ago?IDLUr9_r^~V>KmH z+Znhj#rd9(k5{JrJZ!08kldD2)~GgCe8-t!)kQZIK!TG5?I?sGLR}dch7+KfxPL@1 zvYz&p;;{cL{Qy3_y!-vkku%7^Fu`%wE!T+2sq?O!iGJRdy24curmIRGNXJIFCJE}i z?~=%pP)9d(h3!vmd^aC4>Bkv1?|f#A^$<3FF5({6Gfr<8g<1KA9fJi>ut1d0I>VBi zEu%hsCW)MKMos$>%e6KQ=QLQFq{0`xKgP?)dxK#l&fM+z+GHB%XtOBN%oetw3@Ln_ zvBXacV1BD{WKHMk+GI!^U&0W%~{9`Kbr;A9r2haL61VBMj^f&-bEuyP(nFss2)MH}Pd{Uw`T|X8-J*8^FhuehKhu zz!E;jD+(7MsGY&aRKWgIeNOKAVuIRBEAUmxHJ=g+XIn_ebfq3*)2WhJJ5o6T!~y*M%3CuYuhHA?rVoPKL|68DN@a$n`}+SO6D zu2SWNgQ?5MCaB(O!BK6YjGP#;n0+)J)Z0PZ}Xo5>QsGDf(ZGCu07Qe=biR#A%X<-+S8l%`-^RuTM;tx_gqq<}IW`gdvw zQBKw7=R7~6>~=q5{rhER=5Hyrt|SYI$0pSiQ$I2YmD&*TFj>Wz99ZR4ha?&cT2el; zt12x&rnKwF;O3u&*_o<%UDXFfl*Rq74;_0P#n7Hpn8Og^AW?(lhb*@yj>5vxkVGi$ zay^EJB5O$MCl$+VKl%XG1K(BigBb>C7wQ(cjrhvmL z9&^zy-~YXE$l(=s>MFP2CkvZ+HV9(ihtRS)PmY?>w^9C>_pPS$^vtZQS@6#fus*|$ z&^3l(5V}I-iWlA*zw*zw!$U74GnNVqE#40Vg)O4tbJw6^r^5#P#?}IDFIo z_79m6V$xm&lZ&mARm z>mH#xx+$s*IP}2E<2>|gOl?Fb39dppT+D$YRf6RgXM!A)%MMK!UGE~2SiGRhVnebF z{nZ$!YuhR$FZ8o-;`}#N4+#BP50Rm9veh1e^R|xoL!PB+%nyi)Hz9T zjlX$CINuB|T& z(Fa2jDzHi{M_z^evoYgsuG>;Rf;J6hw}YN__ly`K-6B+wF}BIC)K~5YWX(S>^Oid8 z6kUvsv;5U(&@9RC@G{<0%oSV{y1AXN7~kL;S~KC^@28nfuu&$5VNi-E7L@u^Q5EFI zOqy?Kr18?L9I|O~KxkbGU+q1exnu-Ti8TO~3;%uF@_UCa+2b(#ZT-7WeLZLIcO9oY z)+I%7(_6e&o^aer@xmRh*naO^o26dH)m(!&u&+&5V!2GSi?b7I>(KpiWFsN}tZ6Ls zXG*L?qeL^)OIZU{ysmb@6pzC{&UwA`ez4x+RjEBK9y7L?-{?cQ-JhkXHc1)R##yDj zJvu+g{Ej1kfJHF*x(tCYBDS7TW5rL009NOVLFzqRu%m6%NKU;J8M_B1+(2Gd5Vu+i zG{u~k(U$#${8e{@mj#v6VD$tm=)Cw6$Q7kGk;P$1OH?`dJa-P|OlVzrqmB?|h|`IT zd#VdWx0@4(&OI9nL5gUSaE7$g|0IIXU`V|kJeCqugFiL| zFZn%cX8&EU?h7Yw-g8Uzhm=2Kd-clripbu8WVg*(x$IP=gZigCX=>OBk4>STLw?CUgMRO43hu`U8zSbNDew7i^;6qEZ}N+_Y-E~>jcsD_?%6RDoSe3`!4U);t) z@ScD3&a!{&=x>{jFW9X5t2cIg{Lj6@$BGbYgZM-4*dw|?r825dBSUAtuAX&xV%a@5 zhV~wtO%`O$V1JzK3c)$f*B)GI*f4&pq*n zItcr4IX$7`0`8JH!xA2=axAj)`~gb8D0(v3M;aVsa;B?J+763c22@3LJlqb&wH~Eu zYk)JLL`GAG)5qB3)ZWk{hvHBqj+}k;v^~O!x=;>0jnw^Zjt*)Wcx~mhsSY|0DGD#( z(#<%73(iv|ty6791d}A&f>@wz_iEE~XXAl5>$TS4ybg_GT^^;Yf!U-vtd)1wX`X_Z zivaUz+TXK{!S}IBlLyRcpp`r8Sn;=JCS`WJV$ppVf+=Ht_C-^f9x0tHa<7N&0xnI4)V&|SND6&C!yV+-eT=X= z{pipgKKo1S2g*wa3luOx>EdUfXO-w8v|y}}aA9REaZQ@%30p(P|PB zIo$FOF)&dEOdUPWJa071PJ$%Q5S#H3>r)efWG&>1sHScywg6GVx88ICUw8P1YVr!` z*DVD9=+L|d)~*p?vV1EoUDbiTSoePT_0oZ3)580fzNbn`e>PS6-V1RBiaTK5>Ult$ zwQQHP{k$Knjv0*@^2GB}n_czH4fSlZGPkrT^sbxSdbd+}Pa5>qtIa}}@QT`=t4coT~CAm6(h8a_QsT#w^ho$X1 z>>VHisK1oa!N^0m?bo=S1MQ97I=91g;NDy(aE;fSWB$`2-0RDHZWUk5!r{6*07>qb zQvqg<^0bcK_4ZhXKmZr>&k;O)J*@(LYih5sgNt-6n?LjqZs~Zx|84qTmLssg{uLT^x$XHX0)tFb4cipt(L7 z`yhLdEK9c*xwt?ZkBE&hM@8ZqZH$|`!{eZ0oEHp~#YevGd+7H!#^x2v%~p^c3?J>4 zi*GeR@Y=i)!+Eam2qj^t)+kPM^y3*1pqf-G{n>&xRn-v;!q@7dQBuC0?^<6emL^=3K8KBwir4&?z# z2~s!p&CY7r2lN9AU0O5_%g61QI+0)6ls2^{+HlcD-PK2zqogGUr8ZhurCc`U9vup1 zfh1)C6r$-Da$$m7gqVy5>iH6~H0HQ5Bm;R$G7NT#6fJ|869U0ZAj6l=T)!ql0eqN< z^GUVU+DOnlU<8Y}R2^LhFk3u(Wnq?+P$XwgB#z2Hq&LS7&B}R@=HOe5gevJkU9mK6 z0X?|4O~6g@AUNCxG&z7O;N=pcjOPdrf>pNtbN#=M`!nRwkM@X1S(R}w;Y?c!WgyR~ zr#^Yr886-Y9dDj4TJrp<7e|!Ai1PnErLxyosXAg^>N|%n-?ji61jW@@)2D8^LE93_ z-o8vKL-rz!K>t@M>Ftbv;@1&@W>6a_4*k$_WfQ)?d`@iPPg6@^U4;Iv*m%pj_prAr zu%d7rFLz`CAKRT5sUc<0a$D6p401NoBCAj(1RuZEsh&)`-{hp7|B^2$8o%XDXOo-> zJaAnAU;C)*``a98nRAr@TRpLX>%El;X-6713na7Pt%*)8s@F`I!kxCYH0LIE($5U| z1Y0`JPq3cDf;iobR?g&-U#&@k5M2N$h(3Kn2ePDYvpgA_#J;N&Q91MyxPbXm5kSI( zw8TOfK-qQay)0a})FMZ}`3#rM)?BB^a!9P;{Qg)`t~6*y#@Lrx@RRC3pOJ=$-I7pI z*(dlw>j^FDn2bTO{!FzxOUUuUo{6q&K4YAjILT1Tr0bW$_Z9+K{BrjfuhczE7Rjjs z{PMRwUGt;>@MzmNuDx517msV{t`5E5q1_EBA$}eOa=#Ox*k^O66wU61czIfC246gu zKHi`{Zwc(7)CO~1xr@23Al6~RAB`$Fr#|*>V=HZ%z1J;n^{=?L)JWs;z?jiw>pE0| zu)#z!)(+$UX-l;;Qd2`Ojs$hM9m?$;%a^p#k1<{unCXXkx7u3?>h*0P#&-^lZVGZM zWHks=ALRTzJbznnch^<+!W|BS=)!W?pqp@ia0^aGDpWEa>E}SRsbNkOe>lGDVP7ct6LY|+}hs}RIX%=m`4C*^$yv=wy)dg)T#uiMY49X zUF}v4x0#>%K1p@yWDUdgf`Ts9pMX=V*NUUrGP?sU3+zs`sGvTSsBWN9tPeqANp8^C zXUDj`rZQ<|f~xDvk|}KQkU+$cuo7a(`a_EKP-}$h-r`yw#F6Ei`EBN=3~2h0UuhsT z-FS=eI>oUcDXr|4n8Fmtg%^+Fp6EMttl^s zIT6~@chb7mw)2!kLo&aslhv5us5f$-Q?BG6XW|LLQtXy0AJ~1m>(9z+433j%u?_*;}v5E8bdcf2+wh z`Vo-|VS$@()^9_kyy@a*KC!fk-M;)cn2O$pSNOo_yV%#e(*{_ghMgrWYDklh^5@D6~?|7 zv(1+H<4`cyHyS^VSW&A%&%1~aaWm68eVs!S02Qp`=;9mW0Nh(XRBAXs8LX`*o)k+#aB0KUbxk zbKnv~d&V)E0b$+`9L6hUJhLj-rv*A{rTYq3MM%gRg&9(-fr~j!qUzXcKn>bZ0N<%3 z27avfAwHmE6(9~t@A3`bB)0a=n184eP2QU-HFidd@bw6&;cF?bu3wJcX$xHCnva(P zxv4vR;!rT3aiTp(^jAfRlG!$HjesJ{VldkpKKc+#i3f8JIS0mJB#Qp-HPe(p<*p z2nNB3xCh(gx6_rM;o<_J_s`xh>i*!biJw%<8>zkcNz{lLdO~&(Ay+@`ioRv3h0$c+ zaZ+M~SBe~#ciT3F#X_vlG}oK3*`eI_rFDitM!fJw&qIBK^&j3tLjuKI#WdT6tuCLQ z@Q@vx#&)97olIH6rpkjoC|+44)5+Mf%IwC^@7jMW09583}H!W=Yue+_h1X;g&?VovKq|d?4}x!EmUF(9gIv-$RsEqYOoS0S9uBsxvy%NEXj*#`c@9k?0iqP)eZy2S zZYUV~xj-M!pgFu;`22MN6tEE7=t{&iAA9XB1M)Z?wv(}Se_+x9FZ+X|2>C-haOc$$iQq*RiGxbe0hba4|x4SlYJrs1yr<@FY|)Y`O?Ge1Wd%hbXj{oJiw+P6c=-<~|WV-rS(v|x^v++&zQ}<4tYF0>)BP#4^`n|1U z#viI{loB6J-mHf(4-0!TLn%mbIhoaLt#v(#S=eu z08&*=Fzd>$a5Z%odBUYPyu4T7H>k)_2FGb9m8pni+Kj+ZRI@AG5~-js;xi9u_m}&U zRe)qmH)i~OTQpc;-cy{C&_~OJ&djNx2Tlg%C1GE~6al?8XolerI{t~_vdq;y=?~X_#YSX^9;j@N+%{Q(gfv%HB_)}I#w3M<7RWy?r=Fd) zJlT@R@}Pt-<&Fd{i`ImYjtwC9pDj7Y}}0zJUtJbr#Dl6tCH^w4&?67gdvtHjp>y~C{l zfPHKFeMV7IBs;)!9Sh*wzOWs6@s}(`NR~ZMv~)@3@;PHS(=V!xu7#K1v%{Uc)jzfM zHUf≺T0PGK=G6C;CWu{`Kh)-G1?zqJiNlt~upd7qHY8+3wHpjg3Uc`YD3?=~il= zRyZGmE&GlPxef-5B|Y}ruN09wIhP3m8FBJT`ilbW9;b%2!*lV z!dJJ>O&I@xRT%nLHkmige0}HA3D>$%X*Jtn*s!Fwk%BBEi52XQ`ON?BT01NJ7aCl^ zoOXMM@lkk=EG#~<*oXiUesYgQ@|ZQt6#Jx0Ifbh!o6Ms;Yq0K*+vaI zxBVv(PxZ?>O-t9F%sGZdVP#3RV|f$QR<7*Y7{u~Kowy}5j+L8Dl2$q$kil#2H4(VG z!k{NmBol4<4QUH4wx9WjX-V&49bEQsm}-91#B4M*_!FiWzOWRR^W)q^D9A-q4{z?P zL7`Y@*9huz!Z(rqXLV8|vD%wQYM7cvCGyiAgLk76YDZ4X6?$uhL; zI7Xq}P|6Y*;fOztAVLcYQRho2F2vo1WdKg0-$~hVK*?3x-ypNwR5KXRXo^6C#^(HZI?o?aru;$dBV|f6MUU{j#lK8~*2Bjlm)hzPq?R^kwzpM3um)gyp9Lb(UMQ z#MRPBZ9fPJO?7z;W=C&lCAc6B7N6&J6%Gek3AW!gTdm5Ot=Q&z5}^*Ra6M|)3FlH( zZOTBnSQdmoIZCxaF@TzOy%n$Q$Wldi_L{v*1a7qz#FL%2uV=Q~-c~%MDU+U=ZVKaP z;RFg)2gMX5{XiD>6D>dnfr{8l_ofU9EmU<%V;}!R4edkl zy?T#0RE&-CVwR+hhjtP5hns~hfATZo<|7KgU$Ac#yBYyYaYb%Ml!bUrUplTHgD;_4 z?KK5?2m5!{mHAuh*NugU<72sOy_kDF(_v3J$kH_~`0vLha35^Wqw?Z(H!U1xN5(eDIpkw%0o7I2ky^EVq}^R z7BqEej%!~@qftBSc{31fozd)6tIUZ8?yQI(tuyB8&0g7#;-sg=qK%PiSvgWRzm7ix zv65EzhK^H)LF%KGMX*0jUL-wv>3AsHFpT+gysh>#fUJa{0!XWnfLb&&K^R34N8T)V zCrvoSaiXcazR^`0Ac$l6!j47}VZQ_l@=g@8D>zF(8Oe61(YeoVAmQxUD+uE2pB-uf?kzxVP9P2PrWtyM5dAKOZuwjcQY=f3) z!hMdM#f`kR6wx1zdN!D2<@%A>xE32-EER(7_$ZL;W*=yNDY=Y{`ecIl#Bx)VK~zl0 zcm$xPZw?~(De9y2O+8$4XM|8SW;Zx4Nv%>psAU)Lew2aBe4x)4JPk$$A65UbrGCAi z9=d^gHdmmkP^Jm|irFp5=RXy<_KmGFtPQ%6Gv-H%0pWWFt}NlRnKpmA*st8jz$>iN zdjE>afzbeCw?4C?oZK$QTfBP6fq5B63`LuQq}b2M35hbZ8ugq_o4zStp2l$U4x!#>I{1`6UDsGQk>(6#bXOEh^?MLtJyS!?_ z(cFXh?*IpjHY5g~4T#>4JwTU9hAY_HgP5X@?rEo#uWpqE!R@Q@_;5?|nq)d<9nG!D zHG}buj!%p1ykMX#uKyU*SuJop6;Z#6^#j`c9Vm#WygeO_Na;5Pb8xRsK!vphi$=t} zEm07ZsHd43?<&A-*mj@0$eY2r@U5@A#?^TeI3=4H*efiKGE_6_4K>5TJ>eJt-_S%3 zZA8RrrOKQnk-U@R>V`BuOPYUgM6;up<;#he&qK|6dg}_fd20ZJ;IcGfetptQUiIo<(=XI}}mahdQt&Vi9Q(zqd zaC3+y<&+UV7;|2H+?c&xsq=nnDZ(IcK_gRky9vJ(Q@dI4zgGLTz>h!dEBo>1LBjRd z8Dkl1Uf{V+y4!CL{Z=)lqbKZj_~LU9W4v&5@wEt&ZD zP~|bcYQl<@2kS6N?E>^EMWnXlF$czO0Wj4K&nHpa?Y+XoR{VQv6zoGF*hp3XR4%Cx z?x-jxNqz;p$z2?V{CWhTXmia(^bP`f7ji-c&B?O2AyfVzQSTkkR^0yocP}l~7PVVC z)U2w#I*h8K_NKMB8Zi>1tqxo5T8UPz#3-?YwDwMwBtnQq3eY@qOi4^v*(B*thsB|sssKy(mwc227Sz+XZ;w9$>LgE0W z2f2S(fcCDBY7YJ}R|bN4;Ms7@ishMAfy7buuWYb@CkI*wu&+rnEt*^ zR-aW`S_`H?DSaaf8fj6&$5Wt?XP+z9rz0O1RPQ+^*=F^cBgX;eNLcLdcVOA%@17bP z8FZw~|9X=6udgp0*=9e6J~Ue9)Y5ioxhG^CE%xk2>%whM*a2fXtHjgCanfLn)JX6v z@n6@nEpq$32V%js4s5AnR*R0_-T^@7>wnYY4u%}C5T)j7w_J*H&O?k^~r?_eTo!+-8PB{>$M4M}tfrr$Lk zdUS{bj`q+-$k=x4NfpVfKxfky@D?rqqZiZikA-YS!MDuK4>#UJPD33Yq z!b&?J%J|S6;8quAHSLU*+Z*|10#1ih&d)GxD8}ZDcJ(>@5u6|@ zMuoVP-(zHUHS*@o&_5)V$mT?2r9z4ED$rpTYyIT(e)s9wm~jdF&$~k+S_fZ_vN-K2 zOV}mc)4Fwb%uQzH&kTZ`7=1^6uBgfxbHL&Mo8o$`s zNBL6doG!J|#->NR{vZFj^%b8qt8TH?W z8U9EP>AZ3AKf0=5AqgW0V67Pa5NnX-@YUqDe|PGN>K|W36oKd*GR^5V=$V?(=@igh~fP{E;O*jlAvCK3Vys~+V?8Zvo zJn9OVsfr&?FveR$7}ZNWs>$(+)f7FDe7>t=3CLV^tO& z9IJqjDoy`Hl}VQY$0USwA?eAp)uh&O8zXp2|75~aF%((F{9FcF1AYgLl_`05&+M&i zIRgqT83=iq1HoyMEGQBNGL&DJJAkd{{0WzcawS*vxS}}4zpK2&Wmn356?LJG!U?1L+VHPYL;m2%XW)L4~my+boo#fk)z%SnNZGMl?;&U@?1iCdLh zZx^ic-R3b#`m|PbWKs`ReO4+$w7Koy42E&4Z^<&^SesJS_f^YGQjam%j=4_9Fm;cp zfd3p&a1e{~*2AtKW%mJbRK@XEwEUrunn;Vkm)gh(aym-rI8Mb34BJs%b>C60qUkn7 z8Iw*ZI84jfb%a`^pc8QI9;9|?LbRJBZE)eGU2`CsJ~n)4jW7rJV?hcCp&(S}BET$~ zM8_@aPalo3)Fe_yC;o?M3S>Qmf~IrU77Mc3Lx^+5geZq`bKZAR?pQxllJDR zg-`m`&B%*2dL4PR!&`YLL$-xw#gTc>){A08OQ+MFr&2Y*Gag{HekMOTWltHQX{@{! zrG*MrkS+>f%D9kqqjJ)=tdzy7%}}Pa_@!xRMBmbBEd<0q;HQP43H|IMO$=hl^x5Ma z-SgP@>8o;|8r}C1bS6DB)5uL(b7K{*J7cP#VR1`(G>!bqtK!z0B5kd}GE81o%NW^c zfw;`7Nl5?qmyYyNbDK|Y;|Q6Svo`!8NT7r;qh=$qFv{aK;EbAi)DBC$WyB&pFm?}j zMC`?FPaRgYJ7~gE?n3JM8KT}sJZ)5RTj_xWF6hU45m4i$nppv|%rR@=sebP}%h1cd zt%ZA;m6TBcY@rs=hDf%kZp1Vvm<$hksT258+i?4q#g>gMuY#AXJ?}ls70|;vvd6xO z+V$G`nTY=`z{3CeWjWsdzAp3eBtk3ROSQlDyfh~FZ;2niB&UQz0kplictpWjjz&+Y zA0odkf&gohK&nep=^Xq#jJ4w69x5;eka?_bC8#y8tbf*g?=|4lk;IL3*smdD9Mmbe z;DV3vSdP-^WN)T5VpTU-5ClPbL~ln7O@?M@`a4Rk3sz6>ZSIJ{u?BogDvPonK^7}(uO6k#s%kI~)~h7KqM&Lu zOjG%FYtBkgrOP3-WvXukGYuofWhtigRlp(RPk=WgJ%ef4(c}n6xR4G1jn5evLVVg1u(GN0GU#?IeXECE&K%vyXoe&P7_Z z+0YLat>>d;SVQdTrX=~k>ir{o0?Vh>8fg#00aMmdn8&}?mo z8sM4KZ+mYmi-PW|5{kA)8D(o`#5s~i8_(L>gQY5(!cmeSa!$ll0M5ROfb z?}&l8^gZs2^Yn5NpoLqDn&%V`>7L36)u)IL z5Z<<~YGy-L5K*s5MO(6}(CEuD>99@82qDSag@ekI9!hpo6W4sAfV%cQ66meQZS>56 zmKR@tP)6|*+?E2w@P>UxwSW%vzy+t6ufe7EGLqC}MoG z5=ZpPm0pvw;+f;&DT~E^Gb9Ym1L71r!s`iY3}E7^l@rq(n!b%TC_iGoSyawC$C%n! zWf2}IWnLFoEkK5kNF@fH;yQJ@4mi3)932)1A`?k<&dNZwm8{tCZ1iBMfq(dlxoYp~NPxW48 z5eUD++C?DgJO}^#(p&0XdH?9*f@k}m^!V6wM(7wjlg!m%?lZH0<>jnZbB@{5K|)yl z?01c~RE-fv@7CIR;N+W{HZx-E211(?7aR=}C;Q`{PEz;K7+k<}f%vV2$@1i>Nl05D z1X$BBqyMnFmI4C^nGFNtmiL9~NZn$ZKI*V}&m@~R+um->(J-Orh8ejX)$c%|FtQcF zTUU46A$bWY?{9rjJMR`gRCUreG%LH3G;|>Bf~`a!<<*WeBf(r8TXJH1=%Xm1HI;f0 z8cxSWOw>2}x2h#YN3dlC209Lij&FYvCJQhg1JU8(sf+ifQ1Ld7TC5ugAA22>qp&Q4 zbsg)lJvq8vu?Zr(b@MD1??s&0+7j4|R;ZiFKHmqAjNgW@AGfuvtKPg^*?A?SaaHD# z1K4}ZfyL!+BGm1hl#n?H%?8YbF?oj-T?kV~AZ;l~xO+gsG{rc4h6IB2k^bkmvig67 zrNxiR^?FkkM!syfc#eN~mK&017u#1`k?P`&Yk&{{NajcK!J}|0V-bW9c@MF%_T(h&^B%wF_v0PA}XsMnFU zJeN_aIYuX6(@?C`_O&#MNH70I zz66sC4wnh|ifV+0b-~<0OkYw@(KcsAUR5YgyY=%LNKTyHEBOtxGQM=m9kC^Cqlnh{ zbZF1IHOccvI)GU2C1^>4PFe;)`sJF-4y4!qrZ6zWS7{>tM=X;=yiyrcFlkN5NoD7>wALcKX;e+^Su7e>~ny3-g(a_0A&Bolbh@~~JNXO&;E(JHoKvxf6 zqo7pQ2Ib1dAQ} z=$56oP|YggutQw}PUWjJVKR12P0w%NOCB?DG^-J` z4#0p*P@%0=C7exXm$wAcShkz_+lT;jnk5+*ZXRI!Ar+|tf!*a-w6T;xRVh*UX5E$; z4kwwPmUUP_^zALU(huFmfO-3ZzN2hcXd9Z^qkcBzj^?C4l)Xe|wOqwLM0~5 z`Aww7h~r!3Os}}6H;Sdvx0FCNksq0f+8F^*n<9z`y+zb=K)^iy@Hmh0VKwVkk2_Uv zrc88@CmfW-wpa~yMgwDy#to-}qRpLYKzCZmAsw{RcETl!E4ybbkB4?Nuj1$`)a^R| zV>w8!!xK^D&{^HhGW(>Wtr|6`FxrtO(`ML4Vv**LLf%l+VgR*_7K-Ak7YZtZq6!*y zA7Mwn(3p407J`X)Ri$|xkEKFz5Vw5~7m`#1n!#5L@?^YZeVtxBG*2Xbu2c*~>L6OG zIsNfSFO7`s&3dqET+rfwJEaSjdPk6?{|)ACpkUj!|avOlDH`syHM*H zBq^#f0?zX)_3$|c9wE-I$PTB!g3tH09H93{DVPs*zPTEz%ce+`SLDkGu2NMBCa>F_ zF-|+@*Z{#tx^FfUWLBBRt?za(Y&vBUYFq8PQ?_mh^r4baBb?K!@KpygT|Bxs(v2~* z_)XmC0rQjv&3OlYV4RrUoq|Cy`@n3ukdFvkneu=m)-d=u2MWyD~3s?z>J~apGV=cFw0UF- ztHqV_u5ufX#Q7C`+u}e(AMx(ubQg8$Y7-iE1xnCldxmp<8C(ZxWOg9beH9m#&r5ux|s4N6yNbY(E?4LS6$7#(G&I=qm{s8{X$pA*nB2~%ho z>28wIDO^iY6Z>ZH{No)sAc$^1Ot7Yu_TUyl_m;t;@Gaq$D4!~KMg``Z4Uf3S39X&a zk2TkUbUWVeHo7iaz4+{4Oy#yVT@PAir~Z;IMG6sG08J0)ffz4wBFY-H_Eo<|&{ zP7{SwKpBolu)?cz+Rkp8OuJWV(=(_`$~a)Uy<$h-vLj*F8dfTtjTvq@Z_0_89yif${`4Z)l*OUgg_9MX#S?v1{7L()GqmF9W zMT&$*;o)eaEe^0rys>-9H(%4%D5T(dN>cTn`(~bMVeQ}nAy4sIidJ}GLL=u<2I^5> zzps3X@p9DN>_)`gitk4Iea%NMzzdo7pR#YX=K+24v0Q}0$ahg0mdgWjksp=(8^A?# z=fCt9#Ho$Blc^)5q$s*yFv<}lv;zx35alHvM0G?hv`MB|(9twUEXBTAoFE?6zh#(N zI=*kGYJLD<)Pppx6TS*Ju?C{iVMq3Q37H914RabkNKFM25DxRki*uMUUQ~JqxAK3) zfeg7}jF&qanQi{A)c4j@)B3|vipBIHlwd~H#0tZS;#0^__0?*_7#gp+Q6T994roei z`(63D8K6LCiN#m6KeQE0Ptt^r@F)3?viMvT`ARdR6u`PH3ESvoFu|B|4L(WEMfr*{ zr6Ib6liznyEm8k(3H1KM*W3P2#xA}Nm)l-{@1^6pi*B5rH<~X>CUk0F)0UXp*|(n| z9K2%g^(Mpu+Qp+!qRyq}$5*vm{-(Syx633zC^u0B6N^=y8i(Rbr^kY%D5hGB$}%VfPYz)ThQ>bC9bjbJ+!%S%Y3AUSai!sK@t6_jir~pDfRAf@5AUZH4D}o zY8Xu|Crh6(s+_sHQYEo+R2Jl}CzLQ=5`JieP7Q{Y%(r_TfwIwI(8yB$Mzl)jb~6i+ zYvk$hEeaBO_dc>Ez~<2Cw@UI7dG{DKN2sf4t9&yzE6>4Sk%9|dgS|SkG zhc3xj`Z-P`D5`#{{%lfoZj`06B@*gSYvVsFKeGxfZ}k%@BYmqvw9Lf%XS(xgp3@-y z4}dsiHJl)zeJ$GDewvz-v*r>a2j>qdN@%+2eFCo2_t@^c)^F`U=Z=dmIlZdB^Z7&A z#*MHSc9uy(+akM;v6hsBt8>D$-3dq_twr!c9<(Y)9`}t2XiFh5D<)TNb`Y>BJ1fX# z%T!XyzL{okYLwG_WhZSVpfh51t}FrD>liZ4U0fdaO+|W&aHyTazjRd}x$RNm@Ql#N zR+*w^Qz}fln@M4&)Z1nVNyQ4QaO|@#!ywO{Q7I)mgUPTJ2A_nHx>4R-_nxhVx)D_7 z=AQ2@DH^i;U+>&*NPDEX0~G0A(6i$|s?xK{WYMt+b22Jt3E_1Mn&+1pd+qiG_+B=K z{;)eP$UHmL^gyo{A=w&e$O@7S5k?O?j|D002vp5u$&FU|e{D+?Tv4%D`p&ymDC^`f3zb@+ZB7; zvwK%RdziA0ZU+ip4t+a8xaUOW*kpx04JbX(xVq{+1}q&Reh>H@CF3~>aUC6J#F9f- zHR3Cc#3Qd28jyu$JSc<0cPFux#N}fy?nb7^Cwt7lFb7>(D`u%D%sUjD4stzL|E&N# zc=s+UkbZoN6gIN=2-)Z_*Otf_y}f~`OUUeQe!*X-tNVq=>e9PfJ;hhdGf8idI*}^c z!haQRncBqk^!k+62t960BEC0XAEkUj>ceKazd*X5KTZ3malGJ0)um^j3ZI6-ubTqd z0<~qfR#n1OD>>gqZFYWQyt&21Yph$ln&N_4j^%U4F7FFV^c^f$Wsq7u9RFFlq2qlR_aw zL$~=1?6V#7_$|xR`U#cx1#|A5_2I``+4YgfEQE98i-we+UxFx9^J1K{l=8WWjqxpZ zk7@aShiM?c%mvd0PGc)dJgp0&GhSKT2~JmOVJG`V=cRJ<*gk(f>lG-Xwbb=&)(kc%;Gc zhiJd{QED^#Y=K(R>SPmJS7o@9FJ4pMK^pd+1kqpY5$L^&=0-JsfDB%o%*RZ0TFrS; zwNh@0gB-ROUsx^L|Jw*PwvVwfSm9CWz5DB~9jmsJYJWuIek^mhhZb(Bt6 zE(;FhQbHb3M(=Z&-=@LJzOQOR z-(Hbwx$>pq+Ql0MpFTUDzoGE#_`AzjGvCSHzg+a`yuu5;;IbF2(ffawyS^;}w z#!<56qggIlz8@?8m1}86LS0WvsqgR)Xef7p_sS=9DHX-2n$vsB^8H?5WKZZv-;>FI zi88ZOg=CAIRA0{Ia6ZbXW#x{s+zRGIF7^agh;VBk+Ilk@h1K`*EVCZYdVfWsmEYkZ zR=N(HHDCL}R_z09@@{{Lz#VFYTxi{P;YVxqFk_J;$3NiW?xIWfRq0qQuP9TJc&h<>KVH5Z}{MWt1N_v;#o% zEV}xei-j)@ekxK;UrbDLpGf~^nSep5N@zOOZ;F#? zsNQ2fKR;vXdVRjU|7!zhwyIOSK#V)?uhJ9nMt!>7g<pdQ>T3zZoVRmG9*8Flw(J^_J8K5QS0tINeERi&El&~G!p}T? zA=Piab4s2RpiLX7&}~@d-e)k(uB`k{=5*xL{s@8xuO~BiJeO_OMQSZngT|w#GilzU z@DlqpU8l#NV7qRRDd-7q%UiAzx@y=yNl@XSWY6%{usDdTD@LcQ1y9+3=^E!9F6BFV zrnI)?bR8GR2@8^?k2yp6g`Fos#nht#W*-gP140v5nQCFF_? zkUivY=x6loPw;8>-)vEb@ac;x7HP?&HsKOzW*nUXvx1B}PBl!4KBA4{r`O zhsJTqtK!#RXq13gxsq&?T13|=5CT7WC|og)tp zIlKb>SDWwhBI#z#qc7*Mq=B{6Nq?w)>`{`6cZ*FA`ar(1BM{n@nHQw3{ z)J0hj_;$`sGstOAhSKl#p2)cHRxLqUollX1^ibIcIzEjD>Tjm5MERm`>K6RUue9(o z7@n1H#SB_63618uba6t_B@ucfHIy?GhH~YrTkUo_8~{x&Y<;H2zcR^KEP&X18*l5z zix8A@j-y63iq>hAc-kqk9N*X%`gLJZdt;&~x^J-(=0tNYx z6IJu6t_8WW{vPN>+P$}{kG`vPc$T8w1z%X2qgZzG&Ymjn$f1){90*q5w>?_E)2 zUc@x{IIvw-R!wigXqqIs&YM4e~BRUTN`;TLt(OTX6W#6vw2_ zsW^o4c0;)MQV}O1Cn9Mus#FwyM@M>?lJ5RN8*}*kMvseXb=E(ckg>kaW*<< z|6>o6d8xiMp<*2@nm z=l)tr-P)QF_^GzpB3(P0fm%hMt`f?ZORtgLELcvCNNas_8G*8P!K7Zlx_t0+Cx5-1s%?70;y_IKja4e3fnmKn_z22+&G(qAvl+esRfL^uSqk1J@?Eb52MN?a9 z;+BK#lqJ^d#7;*#MKtFj&>B{2eBpmW^D&e+4y9d^Y+V7JEcq(OqwclLF9ZGMB1AQZp10nt4&;(BBtcmpefIRM*UbUBhL{%`?H~m*m zxvUVCPvA~l)B}rpF;O~XWSYft^o~Zt#;@Zd%Y$W=!8_X6$+VSUUy$|O_cot<^q@O1TkvH33w7eI{l8TKtN@{ z%6mb*XRqE4cB=D~%Gs{r@R}Fgr79NlHaax`zOb+-1X~NGOF~nRPY1`Lf<6feD`kCO z{koSwZ`Zj!jX?r9bQ=E1#oRJ_=NiqN9opFtKU}QZyj?|&*Nt9m&=lcBaR5=)3+?CCfI`b`!Pu?XR!QN-{utL>jfcqR zLfIkFu!iYuS%+{`A0B|I-^i6_^y?x@f%jIzr>g_#m)zHHkJRZzH{8vHC30)eKCfaQ z_j6Zfs-QG8i3+cp1>Xd7)c+3m6rFKd)7J{^+C8P*T^Ih*j#XzjlpetTjWa-^f^)A7 z?Ee7yXQq_c1$X*hkB85>8UDkUBC6|GlVF8K7t$)@|}<;C%Q* zuz-q5B{<4q`{JJsmc7$=qWpdd)-`}T+Ya>v9J6jD%TtlMc-6b*^ulRcN4=V!Vo134 zT9;oBSwJ%3cv942=4b#6atm1yn>-v#A|t5aTmPxGV8a`aQwvM=_j$ge>;gKdQZ zP7s)v*@*b8$-h)FTlW%-Y2&4dk)7Mj=_}g3hiAhqa^7aT%MCO}92nG${eFK}tkJmR zZ0)5zmj&+bypbdzGR98fRh|4SkTwf2`Kt>!5O{60hzOYZ2aRk{npd+_T%XBAUAZ`I z>x7fv8BeJAvTn#P7`%>ZFq7Cu=D&Pv&Wvh2fk;%1sOh*` z`qO_{d@AJWZ^C)sRrg9>`c)~O1-&7xu9lZU#H7U7g`C>d1=VEXlT#;qeQZ-;EdLX# zhGp}e713*nMRPuG)rwY>)mXvN_}87*ZbB>(z7xHc?#Yrr`uKE*gN~~)Ykiozakc>; ztm>|ITsH>2$Pfzsy~$tKd1Z;gzVm)FB^gLHuJ-@Fbiyrx|WpMFlEtbE2B`#f7H3bS?1IY2(}37yAO51yZFw-7rpWc1r< zimHr=IbpxKFIQ>-mR8jTgDsMknJB+;>t3%|i$sI z^*5R^OZHsKod~yIiz#Q`Gjxj~I(7i3?1IFEZ#1@_7$P5^(@jj>i5{L%Zzz4q73xt; zQUw`j?aJunlL~d^R@h$6HGV~U8q#!HD(haV>aor!;Tw&VB`L~HDKF`VgcI`nDQSNWLY!us2{y&5O zHnoss>6+soSY9K&(PDe2ozPW&y}-t=qcmak($=|qD?#=k6LzX}Ctrd3nc|DElRImD zQoH1T?K_Q)46u%WZjnh}S#` zM8C{uK@bYeKdAB1XF1&n6QvNonM9I*oMxweL0wuZP~dEMpDyde7p}jyo;TfuNGbh%>wB|OMnNGPwDahx1TE~G%LQ^c^j%N_S3YtvZ}r9nmDoH>2OHer!)DcN|W(FxaOJIL^bCj+;Y}( zC+TTIt+C9jn0)*&(+eK<`C7x9f<5Z56^mGT#ks%A>U$X`ViD-6*KF;LUt}U123K6i zO`LPUB*KQpuXLk6)^=Kc?tOjU4v9F2%bUszETlT$bRX{>}U*ATR{PZGqsICycyvCu&wY*mKtYkhR<_a%F5WJ)gNZ2kH5J*(FeG5ha; zlK(3C+GH+2b?zM>F08;roN4uWm9aKUJ+TYj=#L$L;AvnPG1ENx!q5O7`glp?=H&jj z^j0OE+|(eI4Qs9YSB-k;=>Q$Yn=p+#Rs8BF5Q;TRULT{Zoux;u0u2EvdMX=lzJzx3xByc zzD#H{JsnmY5fgD=at?RdXlIsjM>$P!py6>E>Av$PhHs-)l(hY-{4zas*ZvptErKbC zlN+yJeE0Qn2IaO*)J%Ba^!kqa=alXi&ql-aO#N^XF%|#p6wy*a8c|TB{LcD?Rf)Yv zOH4OE<@#6CP-Cxf;m}G?ZClp>bI!(6?Z!Duu!P2EK#{qVhz6`rPmkr=)pyfG>i*J{U6|@~eQgj1)HIKck~l-(*rwG7v5T4=LO{#tJDA z9W{xv^d|@FfeTmWUGt|?vFaV#6^gi z4ci)AurJ15DKh)FbY5GTic_$#F>o75tC0A+8>(~BKP1AySkd^i@l|+xr@$gfwWBxV zQ8UviRE`+t<6?Z z``AyHyKmhGQ%W?@CicY5-pAN>o{GQg_vx^tV3}br?2TmKE)CrreF@YjS?6|k4YMgD z6fHq(Jq2o+5zo#f{ z8aVPVgH&C}v%L4%d-~6!<{*O0LNFm&x^wO!>=I04Z^V7W%5gAe?KQ9}q20OSuB>$T z0rBmrI7X95%2nly1>mf+h3`^>iY1oRCQ(Y1nx3-DjE1MC68L`=UDB%+U0?klRz9~) zwc^)iy)Z60?s`vsWLPe{%j>`-PH-|n`7iG;y?HsfB#EuwXiR}d^V66yqrICG2HJ2xzzaMbgtmj${&J;YZ8j4BSLPj+p}_O zD_)+!w34e;YI8z#bPrlb$FzG@gaE~0-{N9o<$=J$eH5_zb zRz)|o&{&grOV`?LZA_KR%wdMqrAeWwZfK541^wJlQ-Zq(QF-wB>khn9-j>-tvfTM; z`YGp}5JBo}u&~pg2UV7W$NznY-QXeH;TL}Q>0O08cGJ(-_)uS$LO=yj!HS-ru3C9? zwUVyq&M)$`gbak!$In-lPIfsgdVhd|&hAG(Q>`FIE+|mOoRhM>Hy9?+Yk+L^8DT3d zzfsP}hpGEPG8+y`cMv1K4apELx6(;@mYRfb_sEl6Q~mT|r{cVmzV=#>vgSejyqqS_ zDo_Kd{ha=oT9js<=Cx`V82w}o|D$l9+|sU$KDSlTr7^y2KZhaJeiCcd_d|bOWg^8^xc$at6@fE%k3h$IbsHJd_%Y6hU9*yj`NGx|vHWb^r1%<*z%0 zn3ENbf0^uw)?;cexhn$ZMt)d3vpC7Gm#r6DJxqsv@-DTRcFwGD zxO)2|Go~OkNZE(~A|KV|0Jpl|v`1(uc3G#ddZawjqn>!s4S$ z9=NL|Hr7X6kZl-)&JG4AbFL_GJq_ydtBHO;(e{p*c&Vz$)f=T<6JJ$K_AY%a3!Zn> zp5D22D@AIem-`Az9%FfBFJ&;i?|YUdSuiv%S6ocr>TjmZC+YoL^jO?gQnExGi#q@4 zUu1j3Gn%7xjf`TVS(PBntSWm#w~IGnHuq8H75}vIikqbh@^$N=;*cDpl#kl=7pjBZX&%B{VtJ-v@QZ?LAgv zm~HCyK@^C~9JDmHR;$f-38Guj$Y$jA+%JG&$osvDpzS7v02`zwFX&+&1iY4iX~z>S zr^$$QuYWpOGOv_`c3c$8t?N-iJ-`@xZd~5id>0!Nz-I2tpBeivrGp*5_23pVO=0C0 z%4h#jo-!+5y_T`sB~i4bqFcH1{Wzo zwl5D|jDykM0&So>k{wqq%Ribv!kuXSsq47fau>VB3wCu~x0RQ`RbG*sat>4sTYkcP zT0KHr5ypB#vvvvg&r%9v7yf-%^K!K}t{_aL(;_O7rq z=W<}Sx-AXiRp~P`Ga-9T+tX81BINA``A5eqGn~S?YyRqZZv5r$dLR4p{_VM#F5SzJ z^P^fPdaf5~YJDGF=D01()4|~^@-IcUXZPgc?z5Mtp6+8BF*8B&OD;?K${~Qt!?mWplr{ifbaZRxA~mIdrY00RIjUqTUCaA zVMhAgFS^ISd%J!ghx(M(t3Nq!`Qa7c_$@Jc0*^24Y&`r&4I+|F)}nK$M=a4GN$-tn zI-j#jpdbT2jnFeJaC}8iJTiMIcw`&O6AkT0>@Ert+B)*1oel-$*8VoT{|w=#>p7}# zsK1X83oz|xU-#c~-7R=GfYz|-^YwIDHsPg><(Kc3{puFJ8G5F2=cm(MtRWSYM=8Iy zenDAGrs>mzKrrHV=AdLh4>mjSW^ln6c)*~SrZfz?(}=*>R5gQx`0Ub>kHA$I^O@~< zgY(fJDJN@3=qW8S%2@%~*f*5f;bZeWo8(7JX=lvYd?QMlu+!Ibyc40?tK0eMTORh^ zkr%8Dp^*cY13`cG+-%fBrLJwL71tf#F|JmAA?)qrZ%m0 zSK;fTQhN@z&f1rI{ z(D^g4&=#n*-i6Ru!ft(vkVGo39dESkf6zL0+BaCw`($$qw~=jtW?T)o>pV+k=@6qfBqHQWsD=U#o->tfRV<9VdhQ zMV0+NcfkYyvPWb3%*X+Ii$u+VPN11djA^0G6E^wQ`=5m`aSn48%m09?jR5OhUtLUg zx^Y?9Y&A=F50&PVu#FOPraFKmtup9oI;$VPCi1F$ZPJ>@=2B~<}jCI|wpEzY9 z6Ds6(l_RG&qYZ06@(HZ_Z`rFD2Q5aOK#PyG$NF0iT-qQoKDdwldAkneh97*|9dZp< ziYJibV(vb!?AX013W%lTEu@dTZJfJj>VvLI7jcCqii&a!tgwpqi)a0_T&SYB5{M5<5ZuKOndhp5DTL-iGiWpxH>bDv3K60*oJ$QRg}D-*Nnn z4|pkIGGyIG<&%HVsbo>Nmt@*{EdtZ;98Y~YG$Z-EtHS@`T=+8Mrn9TUoP`|qePV5B z!7YcAtnFXFf7O2tAY1)K0Q(a0F+Nq^SmSl|#19qUNRQ4x(6TEe^n@wqauIYq9|$K| zXq>mUaQZBT_f)GaSQ`7~eXM>_=s7&r`i^&c^0(*6Z$+`Q7UqIKE+v%;vHtE(4DO-C zXm}WCw)BTPF%c;}({|;I-{-2@03INZn<(??Gn`+R0p|ug%c)JMrjTnS3wG5XZ3w@C{H*sOz{+L|vZiC^j zH`Zp)@s_f-ApyRLtyJ;Z+4tAJ#BX- z(h@W+OKIh|z{l4_pRK$YH2du4=O^1<>pYUHfpb7DsY*r#)K8f;2@qBgxgC^+98L#zJK= z$`#8$R(tnnV?BHoeoe``ZC!u|R%Z~cHn|#Jpcq zN)KM@U3$^fopL)R!MNt416Wp?&FgUu%RyK*sfN#{Ig5$}?+oF0Ob=te3+}x6G(VQC z_~|y<)@_n@cU#|mv2!a@Yw8x^g_3(?8b5j(K92taFj$`$FU`is2}uDqRG&wh`sIc-ctzPtZ zE1MOBSNC+e{W3aM+cU8Y&r;nA;?PiKxN(K55odn1*H!-3-q`KG3T%~e0dqMi&d~Ab z&32bZE+^AShQ<9LgO+7F*dR%#p?;3;-(Wdi@cgPm5aGB z212D8j3!Awh}ISAm^2zJwSuic(Oq+8)%SWV*KywPsWBDS5UB5FbY?~ag?r$gIJDe! zwn3}0>7r~4zD+tTQj@r4IsUFdC#Qk?k*UP9&QGPY{(u24i)!<}pYlznIXhb{5ptB{ zANJX)>#_zZ@WWW5f=%0{Z#eEq%le=z1Q|p=kW96I5a<3xRwkNfpOCmVUUCQvam<+Y zP$Dl^ZAtcyMea&AC%?!4e*k(wg}=oPC}UnMVOg_K<+_VisoC}*-V7z4Fl6M`@}qL0 z^GaJmo;(%`RfGwiC5$rP}oXbTVU+&2KCvnlYITa?O|C< zF>^)g&U&s1wd-mk+RZ$ZtHnB^^{lA&veSvy3DowC#9q@hx+-M@v$*A{-4gx};_sG- zawYrcn7b6?_h7#Hw_Kt(abF|v z2bDXCJS|dO<+KmE^hs{ zS?(mI-yna5S03lg%aNH*NzAG%-x3kVNjv#utZ*~*! zdwEh>B@Fl)D(%gb?FDl8bJnHWZGDg)Jnq;P&mp6Q*Ku{Xu}ki`c_^`8j-IYII_Tb1 zvh!04<6%Gx6`8O~+XoETC)Rh_S&yGmWSVtmpzFh!HH*=%9F>R?@pPaf!n9~H^PW=} z+a@p;_+;-a#=KEcN>-SGnBUCx!p3KZ|C%C)7SC*fT#|yWNuWxuLPeZ z&*ZEgd`I{=&z37%%+BqLD5cUP9-tJNAIe|&Vu?_({+vKp2NNLEe@m%ls_Es?yjaY@juI4LVzZ zIg^Ozj_=YU?NL3g6fSfPMjx=#?44p!GKLw?Q*#?x&!|5ibzeS5daKyAMc*b)Q6C3%TisHf%)SQKDV+VTKjb5dg9!|^k;6n4|JWuMn?psR|d)%Jev+{F* zAn|{j*elvon|@xqpHvc0qH3OhDeWI|&x>6qqd7V~w(7r@_%EcMXw0D_*5`Fz>F2CG z%#v%l{tk(!>7}d&H=z*4&7LbcYD3<~W5GVxU6t%&U7$pT#1JMUfFf@QA-U5aY zLU=GSJn(2xlM#6^J{V2-1H8lsBfLm7{=VP$t+n?wJNxXt*X3K^<@a6IIzcL28LpuO zDJ92Sz}3Z_@d~np_GPw~xC`8?xMy)!Y`qNk=X~q4-{uC;vZvld((d|qhOdm&^!h|j z@|np%R&c$Io)IZcWPKRm>m%o+_HiY7p5Qx^DbUT?SCVSrv*dH=*WYFW!k=yYwGIj(R#D|1QO-aV_&{zy+E9pgn|0C-Z7}Y4^DE| za_#sk9cex1VV&Em0tLm}y`jQrMc~8oZ+Q&b%G@5A<0F9bf?FtqjZT2`o$`e2Zy})c z=RJI{oQIC%NS|Gf$>|wGa2qup$jOYqAE$SOwAvk5TPY2b?D6UnvBszRL(erd&-oQ) ztmRiyxkiR*rgAiPWKK9v>GULebogGmFKOC7D$aoVx% zlw3ouo^q^Nt6K4F%d%zC-#_y8Xx%Ok!MiHxCkJjf!g`kiAx}XoW4X#Pm8U4s<5#rG zK!T$r_h&?X;kMChUXFx}NYi-Hhm=>QdGB#lmg0oXI76GLj!t>|GPOFBB2+=i&Pa@W zgS7UMa3i8qO?+-n5{HB|i-AgGMZSjClX4pIAa`FZJ!0M?(Ibi$N(bP*p`kXe(N?=; z0X}sT^w-#EN-RQ~hAON$0KK8dZ*5%<2~`7&&gH@6#U(sKb^Ux85!V@3vly=Z|B*eI zqdNRMq|DsnCF9LmVl+|-h!~OQoW41f&7p~MW(nnCj#3O;I5wWf=*@}Ncs2cMY4zuR z(s7UWP{|rJl)iq4cbD&DIgEL4%MS9s2%kSq->>C*_`rx+spi-(xV3`gu;BYtE5<7C z5h+iK#foRpet=^(_{bhTFz1_Tb3v|l%V-4AQPYS#rBj+E9gEV7l;|M7ENYld_k_S4 zv)sy_g}*pqx>^T}V{RyNnn8mYhoQ3dW|=anVJ*8vE)K zZ?kcY&)YSG_o|FH$$j!l*vPe>$H*C?(kg}7mX%HB5)oiXduVJMw~$;B?ZMmZc`fJe z4jbfq=$n@ZpzC*`r#>a9J+i7DYe@SdcpMN7J6JWGMx;4Fb;7vk3g5(SRLfV(HF_x3OVUh0!8Yqyvg> zxstGzuhDBI7W=kCUSsOVa>NBnRHsTs`FkJFU(0Jmyv1^x7vr0*GQis( z@Z9Q=zXV!em*3#+B)(M_nsaNh9KGUxR<^jvTzeOs{vGm7Ry>*yZ^iQ}*ejQP*%cUh z8rCZudl6F>k@WpAdEA|1S;72fBNiMDrQ2?nD{uA)u=OIYW;lO|I)4dcuMHYEMsiI4 z#Qu#yN0VXVyc~I3t@0*jz6Cqq205yvwGKyiB*v;(7caUNn(UAz?Aq5++*`=Et#k`= zLMA@|m*0YJD`G7mKCSw*g~{AB1r(_Qw>aD}Oqp%1O1g{LDahK`7wZ+P(4zhdS||6OL(J3#kusE!Y1J1VUNE#lahW~n~;c@{03BxcP}RuYEw?haq?QR%93X z$@%qT=%)+H)BK)oVXNSEpQEWrR#@;{)z0S@pPEXkZLP+pIpdM?aSp5MjK9i0c+!66 z{#)?77nl0D@^X+X=<3hO;|UdkwQI9N?Q1M0OPU2&ne$!<^T?;KBDYsuJ!Zo;{<4&n z^;-6-Jw_&r@HO*KPAVO_SV|qWjXa-4*1VLqEf^zgmpJ9NX?DvQ^2;D;`7*wDQ9Dp;mwQ=f=N?h4@3`kb8*4FR&h@yQWDU%Gl{C?@ z;nRF6lO{izb|%tP9p85Sbck;|m&ub|qBVOhTg837?ZB$kQh3IQ8R$5!5q~r0+Kc0O zg>3yIW9D(sw>{ivx!yPn@+fk1U;cubAB*m)PZ04dJb`!y@9R9q$KBh@@A!K?GyJtlg?m^`Xf&$<4$x_ozgm6prR9DNA) zTZrDi>qv~KR#DiQ$pm%z zPPskPzG+`2Z)LXg;V`1gQTW=!s5QFS8!r-l*SJqMT#k6s5Nq>XJ}e%C$6ZHsm`=7y z%tno`D}u)fcjv>Op`8QJ=ABZ&K3|f!ztspg?_70g#Z3Mi0(ZRy@G{HOvoiVakHFc- zK`noXC#i+p@6r#FjT=5x-md@^l_Mte2>r6>+Er8n$EmMOt|X35xsH1LGTi3AH)=AM zRmOUAt~Mp@&@W!eG6 zRWh&jmeT2g{wh`T`CYmB_!;>sM)VMocf#W;o{n3b$*Ip;UJjo?1Dko8si#x7aj&J; zyhP$&U->$p*-mttm4uyQ_o=hE8@LJgJMsip8=$T-u6C`d-ggq6@t>f8Z)$H2H*PAD1<-sy*=m*NFU=J*NZe=5N~~_< zz9#Z&(KSZJ#x7PtPNdm&JjA|@@;PW;0zFP$M5##JL@aA9@Kf-%2|402=&?wi8pQtd zs1t>p|BA$_Wa!aexj%-rjI(QS-yPbuTFfmINOr6-fN_LIJU%Kcv`qpT+|s^`xnc>FBZ)VM=vvM;fI zX*AfECOS0rV%(QZlHVJbcX9R}(G&DrQmou5b~;z5-EYPJ@S+rze7U79^V%WLAm-AT zx|Pl1X+sAZ?4sJ&f4uYr=mhM0o#_9A1AHB%#kA^Jpbu4?wcxq-Ov0vR)2Mm@UwjhNe8I6sicMW8F=Y5EQ4XY5nE1R)G<)e-Rnn)olDM7teSI=OgZ_DyURKL!<|dpYhoVH812o= zV}))zH``0av-N^?@i}n1m1A}PGGY~3x|bOuE%q2*j$!Pa#JsXh1XisxmAFIfI_4LW zr#HJaeJ&-vm$2IimAmySmHz_(0RR7FS!=9ZRTW0@r&+uqX0rSuBD zg;Jpffm$9HwBRFHg(^;43lUR%P}FKdOiWBsRD^#@_#s4tQN+Y(^cT_lLlhw<_(LT| zN&G{UG?5S!{noeE-sco^GIP$Hz4zMd`K`6raM!0fZJ=}w=lGFIstHzrG-$52J z8vJ@x<~TcGbig;Zy1>=t??qW7FOYI3UzZY3HO2?NzD$&YRG5+RDaZQ~zxCa5zWI`L z_Qts6ByYEjK#tNC0BeGd8mYv{jvkbx003&7MNcYdk z&nnE$e6IpCgRGYeF{0xW-0#5<_corDBcs*9FV)0)Uq2}?g&i1O!tNKyTI|`AO{6{~ zZv#HpNjBRraIdk;VU$&l)u6sCTPbHv3uM@#i4Xn#tm|XgTAOjNl6;o@=(~~3yFaKWJe`%$VAWco)CO`x*5e)*%75gUa0#9+ z_k9b_tDSm5x~lCyzW2gjJ6w9*?JVvKvWGhU7yPV{1F|aw+GQQ|Jn51=LE2-=mbnM_ zou?7jj5zC{{0Vd3hSkThvJ0wx?%!ytlD6KaX`RZgr(6|`j|`eTi`8qT7c`0jd9UcD zE0eVcN!B5?Re>k{^-Fml#;yX5n-E#GTp=@Z4>ejs{yQ*|lVSl019!_3mwoIp=J>B^ z)dhU!ur8;M^q`vzK5tsco#)Gv?^uj4;b{%&o1FK^mqGOz?jK;U?+5dN4V*pVoJ|rD zqLX4R^Iergm23iI!QTh!U>?tBEg2p`KFVN0%)rRCJ=AOa6bZB z@`M)|eAnVDhxe3Rm9?UHoT8|aU*q7W(3LMF&zi^m&Y-*PmHimq4F9>cDd`!{l$rl`TPEE!t=ex{ zGGb-KWX1cn#L2H>_Cfg5hp<-jpYGf7>{)ue<%v>q!#QM(a+JW53S29_8SXlguVM5J%-JoL-__GLxb*ETG@|xYf}hFb;WFA{8Q$^22tDfvCV zFJRSEdZey&gew!ZELkw_s2)}LJ!-K*SY3N2={HgsdR&zrVV2<@52~dH5S4-XsM%Ss z3E3D5`h_A>Nxw1=U!=EMM$p(-z61TT;jv;g9R~F!`8>UPp5p~=p}fDwOrW{wGpV8( zkdGfS4o#-%BuAs)dqwNQ+H1VWfSHwS^xU73e&xs#5Q!%LYSx!|i$fc~3K20ON3o(S z&*S$`kr&nCJ-6$Dq}4&l8_O@Ki$dPy%>T*{fYNi|Xbzd>nCnR6xkDU| zHDD8GX1_LmX(m1bD{rRdRbR?gL~0#h=FS7^I`?YwwEPxUpQ0{u&lGv8WqZ`xkiJne z|LFAx?7W2hGQrr2v9ur&KTMlD+_slsrxF!Sji+6Ba|v@~&$DAGD}wsrZjYBtA_hH~ zV#D%}=~ivIpL2>dHq(mdxB5; z-Qqn@eqo5;#Ik&!66TntlD!*mUPml`81=^# zu<1dZLG}YDJK%L4(cLhq!^*6Xleo{Z7VpukO3$^i5|8pN<9AoSL1a0A)svuhl<2z_ z`y5W(>GvMdTz@IB?OIr)PkofBeyknqqK!uh>DRPQLmA_&eR3P(Gv=vDPjSz>ujst( z^#87eq#a$e4IJdCiB}-*KFKWArJt{YJ|X?+UHv>v;(6K;NI&b6#6vlUoz{6}u!-F%%MV-fyWr<{ z%WUWppKCExQVlMFv#q%A0hP6&y%nPec|xryz12ETg+6gQ=bKrch+~zw=$f}q);8#{ z#@jcyED*ARO<%^NaIhF<|OZU;76jqTBDG*0wAk}#%M~@%R3xzrcK-XeznXvC z?PFc%W)J;MtF|faI?8Xruh|!Cab{A#yh?7stZkT4Fz>D8j1e%%c--m|G;-jJCJw-uH68o&t7ZeK%RXO7(ZMrbi22 zfowcQ96H>hR?1fpn}u85-aqG=W#mX+u%fj5xk{Sum0jNn74vhSdJq41#V&Z$#VFFb zI&hVCsfWCx-X?rUdvk~}cQKxRl~6b^AH0s=lS$s#$5s28_myeKmEKuZKUgWH#16|5 zSp4BINBzxn_kY5p4~Zgj7aG_uu?DmiC9`X!YjL7o14Z8h_%&4gL^?G`$8uBXu+uTiYR@__uX;|2J~6|Nc8(Kd4!fN2szR@qgJ$Y| zI8}ZS)~=Iwsw}Wy7kh>0!gKK6lBg4;IpO7A73>NRiDJ?ltmj1v=`avC3ezlk8O+f z+^I#+*Y2&=TNbgWasM92ro6)5#L=#6dXLv7U9o@8a%pD^o3jJEPC?QNHGAx#oCJ2q zQ=rb;l6*(|G(-66kHP76sNnSkv=3ZeiOTT`c=>)YZ;ct~MNpfh1n0sB7*ivh+Lv91 z*zYYUb(N}|ct!LwR6W(n_<+u@uc}(oTq4&Vw7N9HbcHKsL_w!6s z)A}96!b)lIzqtltc{OY85|J&Fn-aE{pmrCmxPle=abjHTJ;mAf&&>IBDp+O;9F62s z>Uc8EtQf~7$D_6OcvLKUPwjDuJ#M2m@|bP(X#Z5ztS7DB+!t41l=$l15>EOsTHyNIR<)>#(2qx7%1?l(M7v!?r4ch(8xgyrp3DdAxL(azG2i(g00030|72Nd zjGa{(e$V-qyUd-1nLE?oxn-v9v~*~vrM*)qEv2>yVJQLy3R)H;T*_9d{s4<0f(t}c zf-%&%5EK6p7h(b?CNvu2mV!|XN>F3OAI2DC;vdCGNc4H1^Pcm4#eBKndd_>^<$1Sr z3voCm@N3D46f%^q9FiQ*C4QcVj_BIeNgJc|=kUvLyofKWr6KDv>l^YTpQSlXnRIQ? z%{a^RJdg8A&TV789B*^nIlj@ezA1Uvvv*$ZlMPs*BM;*KJ;qy`s|?A>EXQTC&p4dM z_uTHQ!^?+Bd4ZHiY)u{admEAQ`~*gxz%L_xeS4I%mCHqwdpz;0UrtJ2ra);?Ch_!H zS%o=sc-P0-$&zfs^MXmK{CbqBo#*TI6`Q*;JInm=+IK0=-e#p z@UBg2e}PSQ5m|-FnR84j@0U;G?oJ}4PdbI1hObMe)vlqsYf|U@eh~K2uOG!4LBdS_ z$53O$pY zl6tO^$?9xez9iRUOu&jWYB{atz*+Rc0r?*gyU`O}nvo@RIpTJb-8M;$$7 zvWyT-9f{uRrHW$SVu+(wmfU7=*rw+O+r~r3t+M-ZS}#&+Tl|Pp=^9T%R&S%Lm|0m& zzpcc`F>)HCqBo=#j1K$ZH(^f6I2HZ4NWVYU=oM07Aty$ijaJD66@5P7o%|WP^X6AU zf|8yvktFyHJm^AP*FY0n@P3Il-p;6#b8OIfmwdOu_c_$b<x@je6bJ!kn%>m-Lf&@!e60eiCy@l%h$lg9mqbUFQo( zj#%Q(l^4k8PHG`$W9rv`PJ-_QTr}R{`D)?tCD?L-tF(arnB4;2a@u(Y&n?TZ4V%@L z;NgW?b(~t&BWBPzW|kv<0k7YJXnjB)hwn9zkAlw^%p~g=d-4>cilmL4whwDGlZHPg zKL_*3>uB-94FMp#CpN3x>G@8iOxoLJ_qa1KnknRqXbp^avwYUZ6>txiVn3Xd~y~^!{ zd2Yd6q&{C5e!CpGmNUTjieorC7UBo!9`KQ!N~nuR!L3;VDMrk~*oQRcoof#mjgo z##Z3nF;t0bLBE+S)+2}0NhhJoDq(HS{#SvA4U{o{*Yg$7&K7E|g>0}$O-_rGQ+=jO zwD*Y8h_eepd69lG!kRQhUK+=XIS$G>xU#VfG8CE|*ZFb;w#s^<$<5?!97))a?2JJg1EnuP}M&|hY_4;+jq{fyaH&-^(v2+44>3&oTx@sR!tB{AAI5yC8e5#J78N+qmm%Z}( zQ~3itL?dE}S}L;`F;9+086!g!3t9gq%)gM<2>GmS`D*};y+w(7X1 zO0}^q^RMFV1tEGet^GJTUJtcKO6Jr-qht2|f82TYG%o^XAu_6oe8rDS>XsJ^^SU95B& zvbtu&^N5Y;<(c&?y2@Rqw?ZDEep}4MrR^3}e&>PQWeJ+9dexxs9fksL-*fUd=R)Vd z2*6TC%r+*GI&ypmTZ&WN~xl$YHlSu{&8@nap@6P zQsP~-^)s+Tmp&5m(Kw>!KF0d}q(9Gy*hmpD*5xrG7q*TbJ)){WB=yYIu@{f}Y1w^A zWIL;NRW}Wz7HVa^Tas6Cx87!k?sy2zm$2PVP*)!x!IQ?hrp;C=`@FtWtj&X;Rg7i9 z@*|klBUVCA_*8a-9B~I_t+*sdg@6xQ);T7>lYb$@ZIQ2M4sqxKBIzN|Ida6;Id;nKo*H)|9On-sF&U6C%i^pm_-QyW#1pL2DG2&=Fr0^%O;}?ic)n zcJ7d$!ZfC<{e<6D_q!!T;C+y6yL^at2)h|Kq%0VBmz4fxRz;tSRjUlIHRia4TpDK!>W#%Nkn~}p3s=Ss(iv=K9k@Z8|kJ;)OJi?ZWS$HHRXGjf6L;0;ChOs)d%wALsYdv60CmYIcol0MoZ^a&d|I#_P(|9Y{Z zQO=XbVlIz}ZJT6zyanXs36)Ws)%ToUJt7zQ(CKvKVfP^3-z{f4?aTH+_IqvoK1Q9Y zlB(jQm*YT;!*2{W_O>%th__uC<@tH6bsF<&*hw4ZjzW{1tAE^%QH5n^^$f*L18-H! zn&AgT*nm8Torm1ILnm=BE@Qun$eHj^H z9c2s^>>(kbS?VW_(v<54$n13?nn3A5eN#ZV) z{*LnND)&6Bctm0p3;F#_KA!_DT~NbP=qVf2Rou0#qGyQSGb!8Yciorx1f^7qp2XbM zrmLGQ$5x}O3=_QWdkJ?=qJKKnj0N`xd#pFhw0fj;7i7;_%^vk(_p&Ek#r1kQLm>%9?haH ziIsKGsd~@YDXYc(vUbhGUk9C6fL8U<4y)v9CB@h{B^@T*)wLe-vuBLXtnv?7syb4= zYrW&2hPaeriT}Ms&6MncGWio%i2E@Oa@diF@b(yNe+W^W_rJ9jcaDR)#9gUoATn5_WU1p%p@}TH(KM z9o;+;zCuEDQHkfscZ~FLS0b}MRP7Nuvxez&guBiKebw`yi_i~rX=9%xC{xAi(DCHf z=f%oll)Y8K{dKJ`d*&AlrV*`_zHO2=fcBf&3-`G@=dB+ql0QYfhdOE~RXjNERMR8u zu3~nMQFM>KuiB6Ev&*Aw>~r{FFiwOMAKo~yTmFFi4&hPNBk$binc7uQiz|{ohS1ogTm)N%{+SRmm~ZuUCIeJ0WZImRnRe` zGir6AmzP~GkGoe9VMY<*`_RDlB$vwaYrJoo4chWQ00030|72Nfj9pa~Ui-Z6x#!Nz zy)$#CGq;p!ONTPF(}%Z|(%OPW9xX$qpgb&;irh9l)cAmel87N9XfP@y)_^}W7$y8t zgXkYM(Wn^&O(ZcfO^6{;BQYjL!ygh8zxD04_c;SOIp^%NA8W7oV;?7O)s;ve&mpdX zs9I#!0=xMaY+rIQl53^qrElG)!99HO+G6#a+Q2t7J;Ec8t05F zr6o(8^(Z)@?}JK>OJoz;BXZ0`O0iF0{_a}xrHI|*Zb|OIj4{zY*P#EWhV46Yk;}0r z1%55!7UY!41Tac5yH80zg&DfC#HuRNa;KXFwwFfEq+@vMx4 zIeDFtTbW^yM>vi$2yzTuACqgW*UM!Q>#{hypZrcarq7|QK##hBG;ga@O3jgSk7r7% zz0|`_zr=k3X6A&O$p%31__nAo9kf**8{|fC$5B%fzDHQsi}>VGSI)D(75T1Q0c_gx zh)iRqYVF0iCW(=2=!J{e6vV6r*xL7g>W6YM%uR`-GdlF@iZecXtn|4SfV z`|NM*+i&b&)8GtBVyz7P7{nO?3;$il-iJWdze$x|o3Z0bc`O}=6vpJEQE$U|@veQ9 z+79@XVPwL-{nd+fDs}}mC?|x(xDlXDvR!dBXx$ldrwe;~7JQ$BWilS0=e&k$0niPP%SAe8L6R zpBn5u!g0|%hILis>XJ)k7QDO)Uk~GZPA=!V4A&g!I|h7eKV5O8W2^l>?Z&v1_chw1 zD0lC9+oD#M$Pb*h@4;O{UPIGEkMjurdY7n&^4MostK1vPgRY;BK_26BKyCxp2Sx4D zd-O5D*+M>c@YQDA$Rh*?%1%Sac936AzJj$E;{9iNL4J?%iWD7!4qk+-2VTIFCqb`s z*I^6^`kjy?>z$7nZQ6};b_Ce4Zg)Ujq$r~X27dRgx8_$FWg7Iy+wZSa^;IRH?`7Xt z(K;zRu~QCOdcg8Bz}*7qOKt=&Q^_YV79?Lmx7E`MxBEmFTg{(2pqHyiLi zxoB8%(6}DGauGGU09M|P9lVumX!bqCyvt`{u!8(+|NlfoKbk(`b@RH1xn?b_+VgKN z>W0E-No}ht`+-Gs)vMtuY?|<^7zI*#iUQu}1h`W~D=4Ttl^k^iI9)~SbkRGMHZzIz zD3{xWa6qoZ*Bgj8d!T2z+#nu`dXfrK%ITvtbE)WWO6X@#jvIHp=l1&gWFs@EII_s^ zj!EVZ=3l&gaz-B~Z@Wdg9hP@KqOObdmcUPE4T-nsTJSsFNT2TDlplciuXQ(J z+^F|I3ENAULj`S^!m|sBsLr*JQQTm0e?x<=VBI65cq?F@0{(|clDa0rn|c zjyYoyecFE8H)K!hD=s1yPHrZR)0|mH|7ITOVYJ9Y)x~b~!mrA0%)WLJ6w+3rs8 z#=~4<=CTI+_8XE7(yeuN7b8_yytezyYdP-Kr>2CwI**z;%hqw1FoKL2agMoLOm8$k zUkdqnEBy=Zf5`o;%sjq&YmR#*{OES~LAh6c0^c}6{mhUDZG|`71h|v(ym;GBEPHB8 zh(pevTJ`yyC1fsX%#}h62)a3nR;Sl#?6{1*x;7f(T16SX9d&4#@~PvxQnA*0@|e?| zLKbvCFr9OUF?t{Ruj9xNlxVFrOS(U9>oVjSiE$z!p9fY&1S}>Er#!~TK(CXxz}?NO zcK5jD;5yo@Ne*JSBO zDrQv8D}#JTvR#5*t>9Kp++o>7u=|8@um|hdDb2jFuBYpYHmFFC{9Cq&@G5A*Xa*dWf7n&P`Ji){8^SQR;}Ic-@Q&DUUpK@+Zvvn#rL9KN8lDj0XWPpUIz- z8(iD;&X2std71HRK+fmj`Hjw>5hT?0gi&FI+zb-!$*D|fZS%atM?uZPwf!<^JBcd% zInm5@7i5xKv?xg9X>p``2jL`a&vO5*@Mh!mw=cO_u31aJkpYV(r+aKe<~xfS8{~S? zjASIW=g=5(0-U=9T3E)MDdFis#%EtbHB?!w>tSYYV}1D_B;s*A3>z$1Q7^fxQAMQi zwVSwh3#{ZM$8 zr~g`hJg||R8kfczt7RjVS;k8d8>RF+l-)kFBcDs^+G}0QJbH+b86mzCDeFk($&7L;=kFyNCZyqmrul;t|cU|)gtCa&(fjsI zcT%Y{318o64EPm%LddQB8Bb<4WANgutFHlV#Y6QcmKkwOX-m1y*Zk@&=g;0Iah0~S zuKt@_;rW2}Y0NB{xrK_-KU>Tehek&@>2c=0|J9gV$I>)rD)m{-Mm(pH^IXpg)<>TI zr0T^6h+-40*b?ydIJ|KN+t;dpKY0)|sku+c#!^PsL(G3PA}vNvY1F*SvROx+sn4fU z(}2XP#=uX-_*3%2Dr$UP*fAXnxnDhASxWJrEx`$_9?={dPy}C(MsDt=wx! zVVahbmOf-S!}f0?Mk#$o8ntJLS=T!M-Iw}A*ykQ05_+r8S6v?akT0)b`~>{7dL%t3 zJZO!%X9FQEW2Z6Nkk_*jYAWA;B7F>W&sv+!d-(}$5&|EL~G);ggQyj;{UoXuKMd!QTB!D-83<~*{DpT$I+P^dFC0; z7hAR>v-g|nS!7H{u*-Si;8ep))aNj&8P9R|p5>c0A1ev}ksYfv$CJGg=O})^b15^U zSqc73shhUZKuIcse6#uQviS#~WwoQ{bk4}?`S^L~@$_RIkXH4ZiDl> zoLOMzW<2-gq&(tE`KFwZR4xE@Px}Gz%Dy*6OM<&TSGeXmw!mA- zF$va6ap`k~yNkcdW>j(p?^ntO%+;raWBV=zoqwb48fnT5+x;r345e*vfyR1D)3r4c z{wlkan=wB5(H+eHJ6bp5UHhh-@^~(_IO6Lr*MXdK;D6b4<>^+?>;N>pln&NdPdYhh zyzMI4#8Hn^H_omL*k8%jeAA~keqEC_H#xfG*{?FdugO(??Zk)r1y$A~$!4%ydd z&rk}t2KIO0|f@U+i#f?B=S0Fl+anQvT`SV;6eZiZw>eJf+>6;;fw={&=XqGi_J7+|9+KlKVf` z58{Di0XT~nNCqrm7H>&>h>7|l@s7|KE9%G{*c z0*)`o+k)(;KWKHZJC5JGO7ebfWoLOZt+i$3+%dP$)wEUe`CjvKN6*WMIQ>?cJM~+oxnO?zvr&<_XYChY<3f4PReKC0D3@$zpuXc z7V=v{lPX=qIGbb)m3*5){wSfXl!!Yc+YCQE&y{&(VRoI5eluXa2cK2E9Ktize#a4= zA7XBc)Prw5;|{@pG*do>`!eTdB97(>5I+Am=)M(!403vX^Q-TeJ>nab#+gy*4k4TK5)E zylYU(R?JO~l}bR03ViD9$BA>3Xgg->CCr&A`5SVzG0yWDbd&KkVKg)2A+^j_ncshz z9&`=t?N@D6mtF$HS>AU=`uF30Ct~q-aDJxwNi#~R7U`0=AdQcVoRx-ZeM~$)7p7Ck zT;MD|-!VV*UZcLe#drxdre=q>8_E;ROUlt2d0sA(kMXSjQ_wo8ahS#SgmP!AsHCWxR9*{cl?s2%lH6UjN z?K1$*_JLP-p`xlF#r4qVB5TEzh_+DzF8ehe;wWc39c@_vw;g%Ysh9QXiw$tM%Q%>f z@wS&O&jS5R`s4Ok-)4wg{~YSj^^{>?a!m4HF>Btece8tgHHssxhE+;A`*vB4k*wl; zLF!p1pyw#drsAvP5T%3KxD)W!{qTB^T}|`&5OrOn-eB*L(VYN8wJx2JP*?U?gVb%A z+uXx7E0v@gu;X#=gMu$Cg5osv^m~p{sr9tFZU!M}NxfNjYz0&p(d(DQI^I zPa7C@J`a|}ynmU;C2ZLf>3CT^U*qO$16!*P1k8CJ&?CCFX!o$+=o$9vPxaY~y7Dwz zG0!-wM4F7YB-ZzOT@1VKfo3lfA2}@E5w5vNP2DT4w*p+!dNjbhl-z_6u-Ea45lq#Uw7Sl{8 zdcBiT+&sp&m8d^wND)q9oLu47(iZ9)4~k~_%j9R!*DZ1fxYqNE3qZSTSuHnT)V+$| z3uqnnpg7y-`TVczgqkyh{w@VJbY%x~h1XBhWL#aZC$L%YV<&%=QRdhHe{55WyWtZz zaK7JxcxjiS_B*zI*ozN|^Z`NZw(q0oZTS?d5Y_R}_A6e_1is%ipQ@~y4>?y)4$`>a z^E-&dPCIU-#ItfMd}B=NSiMGWH|wZGzE)hpDqWzI+G`+wFVqm9-BwJ~_3Al?7S48? zO`3kxp3m_m+A{O#!7AiRqVy_<)+9&pHp_K$qV9}raSi%hz(#*P3dFn-qpv}JJp$@S z)bAlnM?!7uOh+l(ZsWeXVP~6ZZA5MrP+H?UoHnTzgDv&`qE?rF} z_#^AxpVEV~=zXKO@)jGN)r2)G?)8-B3=zjyKrU8a4dYOeZjbe(K(buIIh@{?Kx^KR zXaPJgvGPhxe|oBrKz}3OtJpJNtF8R#%&TNv#yrYPG>8dde@%4L$ zs|^jMLKdrFkA}>-@#u58?cu`Q?^ye#E}U)XS=~@Vrs&7qn?~D&E9g1+S7O)^>>W-r z!d}SLu4(e8`@Ut16o*{J^LDJhmAi_7`$MD9H4aCWRB0HLkj^qFzC?c;Wl)bKIV|77 z$h)DbR;{8A_@O(G75NRu-NVQ_%VIZU{5?<0ecNqE)_cNmZklrWD9YifZTPCLsxi4& zUNrjOgXSNgZ4%i1eWIqXG`$Tw=GAKZ9#)zL4=3axsI1V=^X45D_T^^)DSN1URGJ?` zo}djqLAp!)Swdx+_PNbh>$mEnS?JDT}HEi)_QJ&zbQ#u^8l5=K~Q8L^AFambx& z;iHi4I?=Cuk2(E*w;`g)V{QsDq^AzsYNuyTK5~j51M&F(A-Mmwye3xxLHCiP1JIsg z$U1q&%@b>rh$d4}5|4@gWWv{nA37h~KHs$HKTYm6rV^EQopF)H+z@Iq?JW~u`>W@l z!@0i`e-<3hc>SJwf;Dkwx$93(pI@bq7mzczoadz-i#s~Kzl-}m{BAo4 zyfk4in#jAZ!4t|UpqJLB`&rp(&*nHQ1ETo7T45(^uD0_S**lHz4GAax`rT;BVyVEM z>Nt1ux*Pd8YA3OHNYL*qouPe8IgQ9U2p#VzI@8%F~EY{RXpOHr~o_k9vlo-$fjK{W3&X1zo8n54btn zDeN9X2GMitPfRXf*$g7C?&hv2lV4*0umN^D0+~zGuAi~`yF_Z$bW8mCT4>j=!2Q~| z3D9oYccYcs8RvktP=mJ7FY6o3R+WTrRX($Af)4frc_tw38L(I(;Y+svO4+3Ud7mmJ ze3|OGF{?t~lV>od1il8$X`5#jmO=gl00960WLe#hT~!rdd+&43{hE(E(_1=sN~eWR z%TUU+4i<_GR9aICQ-q>?8H`YF0jn`ll#B@|qJkuTA)!X}p(-Xm7=uQ9k;DfRxteO! z7+y4*82yle2R!aSaH1#Qr+^c#1WUZh)S6EmKpofz50yFkmhw=u3GGrg^~ z;yW};(|FHvw&LEy-wJ<6_~p%MKj*Pc9V7%PeUP_ZLtdNbbpHMK;Be>7rit8TbS?C~pAO=F8NG|%i9PJYK10%uce*Bf2+33a zLZ|3%kygo_-|iL-JY5Po>^D<|?c#n_pGKan;nH`tya_hq)}-M<>~4|f@#~1}P3O-R zc8pSktyGH!{Oe9SA@4e}!hjxzq<;(Y!$RwJ+L8L)6Rv_iYdTF=;aL~fUdMh^=XsG- zB|TYo1r*{gy?G8_>*PdVmk?(wux4YKAAtQ4k=QMC_r-OPN$SL69ri2P9aildJuy9Mzz zNBiA8uz%H7_F^NpM&=OS!BFsW^i!Vc%Z5T6UUL8bdme-S6Tj>wxA24-n4f@$TxZPQh6Mhc#rMM)^BgokjVE0}i{q;= z3^K&MmsYOK>teRdm~AoC9BFRmxM4r}8+@$=tXrZ@TkP^Ay$L_sMxOwGv|*7)us-j# zg*9u-A5Q!uq%|7xwH^4|n5?+RfsM_&D3?zsyJkCi;XY-2e$zIFp8}WhlNEc;81n9W zq&ylWx8xp-an!Dg`!$sFc~^EBl8x4qu92_2FcZsNOBT+V%9%H?+;wPt1DNP>jK3UD zcFLMef(WC8x5^S$@`5l9l0X=SNzo#+?MHwi1a5CrnTYF zO9n#x8yAv}ICxwXO85jegmAx(~A(=u)o1KD?MP=led}@myNH z_q$?IN3VR(c7aWz*W%(WOsYw}aR`lP5U)&_){vqq#fW5yP-+mx7TY^a3 z=M-fIidEzYcy40e7@rkfGj1MP<6-b%!5ChHlI9npSYLl;a@! zS4e*Cgjb!7jNMPS@YS|uP;YFiv)G#$4bBU@=y&LnTJ&BUr}3;g=Ns7B2!7e3hk*Z1 z#A+WNv)eLNuANmYpZGfvTJD^m8m-E7i^Oh)Iu(>FG<5!jcqb{6<6EA_=1I-)V#vWMq7M19Chj5$~- zdR6A-{q7R@CeJzpu2}%vu(nqk&(snDm06ALvm$G;v|nSdyF~YR22n};XJ+H;L5trv z$rl-;gWV0tPeh0-s)S&t5Q@37$D-xE@479dY>+#V@`}|&jPXEat$MxepZP}nhnRa} z7T+**^!bqPF^0K^xZew;HOh2~Vcq#xinWfL#2JaPn4#Lzwd8XY^@06vL6}EnHCAs` zNhhwVGNT1(=jbF*|FHDXCC}*hk<>U|dW%Dbb`W3OK-V6-WAz#Sb{IHv%`|<8Z;nFAI zT@}3tw&z&t0E4Ykv6YNaqmy!!D=e+)ob`r*F3<-^yZG2^)RemgJz-+34@;LfOuWQ@ zUqQCK5=eXVWU!axQxndh%Qn}`T0f>|1cOy{5ROhseVQ4USAEoNmAW~4t4}p)jIv6; zO?qlb`??w5o+)YSZC;#8o1nF8(i z{CeY~DtT+%&xU&tzxQDj@9Z@@;fXaw*>A3)I+%v;3-k_Xa8S<1D)8t>rBcZiinDsV zB^?;s_RmzOwPS}pD|^b__8P_h&e@wB^|2?ZY-WzIe3n+(%vfb;91IJ-irIpB`tuae zdPm0Sm5f-jG3vD=((1vR|1MGPgZWgpJV~gn2W=O<7~j|JThBV_IC4p32a0DBp0fYx zez-3=Y8~dPylDxlk6Bey3ES}1D||TTTIK(FLvAty<;*o%H_WDQ@ieTlaasO$@!Sr@ zO5q&jZH=Jo+?aYITcHKLW;dNga$OW;JuVwcfFXxaU zzlLt&Ht`fbox1}}6k|neu@;5o{d*C?GnS#(QDff=n=u|AF$7M5gGT7pLeUR)k~grV zDX}^CD7uE8nhfp4h}rKaN%!nqm2_NMW9O3xzBa@fix+ufZ9QK+*X4`rp>|=Pe9p;U zcLO=o47hQ&TA=?R>+MADQxuo24%L}z(MB=?uXQ`c|4cO$PZ(W+dCXj0tk9#F zku^TzIaQ!C%JTn{a*v;@8SXCiBx+sQrL6Upd**2JltoWyqnQVxw5yWo-J;_Ky=R*(6WY71VQfkWc>!EN#mt*8}oN!eD}DmT(0`&et*jIDG+C z%nsYzoXJqGWQJQxcGEg@B)nAS?Hu2H-Z7@n(Tfz%gjxxS(&x6P89pIe+4!=?j)*+~ zO*r$9g-uoR7&zW-5j2@`MihNNqo=j>82b4F#YID<#+=B=+vtn(mrs(8ke-f}-F*D7 zMV<7%g>trc#ygGzmE6*oGlXcLCY`kEy%G=VQamZxCMR{;FNcItO?9zuC^X`c$L0HJ z#~G|kU&j45nRf=&Q7>Wdts8k7@p9TNlm3@AcH8-UUoY;b)`%-xjwa3jjPC33*#F9i zC9pM1pAyS#1> zpkhF|G*pB_ZV@yLf3<)KU@A}{5&4P4Xrd4y5aWwRqrt>z#1~_HxM~_-Of)GkrVkn( zj3ycq5~JVx*+0`jPR^N`efC~^{eEk$J&rD=ik@;MT|kZs+&_4Ob*9h+> z;E1X9BW0Fr6>nDQ_u%zQLitjRzD4uctF$?XZKku`S8?s87w8p?74#|{mv2*Fe)MNmn?oOpAr_dc9E7-CB&dGMDE(K$nB}0(2H}w=|{)X$MxV(Z#U$ z68P-U0zF1IP!FTb$yio)O?yM5`5Skb4q{$OXYhNTUZcO_?ITg29ef*`zCGw3q~~c9 zsLY7J46&|b+Ad92Z#(elF}fT6SJNrFOC<926l5=KhNnF)X;bAsmoCD$b?j2Y3U|_{ z@T;~xDtoq~d*1Oi`MpkGkJ|pX+XEZSg3{Np=XOZ1{Pe^=O{AjNo3iIvG{KhH6#c1= zJ0|WNIBMxW`j=QOc!bV84qM$zFPY?}tjc!^R7&WqrEOH&x>nxI;{FjVxE$wiGRi$! zqcJrnZ+fyvD`V<2%3CF}xVXEc_n=FTt_kc_iw_qT69ZY*i5!-;zJd&1<~|xZX)_rr zteM2$Cv7aB_fgYZfoMYKI_;%t09UG}LNd&wJp3Ja!w_&d6Q^+eN8{_&bf~HxX&I>D@!F3Ky?PGQ0<=7R2K# z*tjpA#=BOg^Y_12;HS$r^SEQ`JEMG!X(h?1y5dzle>Owp?W1Jys z8+W)8&%ZeJtKC?=2He^~Kcm~Bn``NN5l8h}mG~*eHk*;bR)EDvkPQ@BRf;D~zDnd8 zP(qs|lh17DBm$GBljisu(fPhWUJN|+;+i7UY9)R$E8Ny`eI;|2qJAIe@$%+k($YapI5u*hO`QGUBo zf>O{dMETzxXU_suRR)%D1`+d&po|yaQR-WSQaNSSj?8z0>1DKm2Zyy;kufy+bRT@E zL?0A&{(Z;T58uJJKgO}zqG>zs8PMDu^EGFZ>!q<0@$}jEzOc zoG_gp1_W*EmX!38z`UY00;Nx7m{7Ulu**r97*=cO@qke3AL4v@%|HhJAg>KpROYH_V8wCIKx!Jid@qg z6>PJ0ss4*>w>IOzWt!eBF)@zOm8!m=-D9A3fGW2EmT#x_YokvMDdgQy*XhWyOnV!h z&TWcEXy6)PcbTm?Zs_!iTf$zCW9NC?x5}KusM6Nx3^1lEl*aJ3{T7S*Th|WhcX$)3 zsY0TJ`QQ%e8rPK?`?9Fb^NOo6zogH~uN@vy<(_a%@nTZ6sL2`r3`LtOf>5Vn?+Vzc z$l9088>+4))5{_6Bzr%Kod12%>3;egT|>8^7dc3G(BDM5S@=wk_KFs76O?=icDr6O zzedjUv`74?kX_0w3zV{B0}i^RsLt>1upX!jFE~n}^9nXAr>v)X;D}wNkbk(gzSw-M zG4EqF(cIES{*W-kBDAF{TOuDK{oJ~@0_f2;v?H+tuwDIBsb2G)_*tP&8o!9 z<*+qV+T}Wyk!$m-PS%k#(s2}UcG@q<%%fYO^E;8HZiePM;wx?DCEgJH{;Wa_8MqQG zs43*!j?6A%e~~cbCd1lR<~K&gQK%dOcO8?nhw*;&vy?YO?$HdVk?Tc6t^F=6y7Zdh z`yR1#Efy>yvX<6OC5#D(&3@3eQ65{6UF*1iEgs@cmUF=8Wp07?x^!0I#P58jF}^tW z^$c^=|H7$6E7yoZ9eM(LawY#yx==8pp$A+6zu|6$uN|_g5B#mMZqckULFYKeic7Jwgj^khmJ~@{@{HJ*z?aVti*h%BnDtAvY| z8bnqjb?LSAEvqC3!bt-Z>=n_i$5A=2$qMd2qWs&J(UCW(SkA943&SJXy^j*Mdh`v-*NSof@#r&s;f3u!2KqcHzR&)66g%{wmsTv-zc3xB3XAw16#Gwqfg8d7^MBTm=oPttJ?%>JySk$J?Bw60HRSeegFETTtI-%A;4IRvu(>0p<#>672j68YLv&P`R-Z*y_ap6RwGEJ2>=Y9%apZAJyLME<8=c3ivzecj= z0h=|*Z0N~beVR_O!#@bsREH3Jq>=jBQRsKPaT}^ezAm!83qhO@x+=+^$yWLK2j}Dw zz2R!(vbFrp2)9B%x47gp|HdU8OMQ-yJ$R^{CQ;smbD?+jW-l-P^{l&_-i`dRmu-P3 zTq2rmAyL;lgA7gW+^ z^S8aE*!iMReToht7mlS9-HvRxfasjwv!Eh!qlm2ZJ)NP~Ru)0K`z7uxavIzp9eE(c=kM1 znXd)O(I1ves9he!ZaaV~l~vB+KZ}6K`d?d%cxc4l3$|XplCyW$?4%v+7CB+{nP!td zj>L!y5|?)3Fhl8Its;)6C`z?*!1WOK0WFk+R`eMn%||3zvOQb7yl~sK(V;{I_aX1P z1JJ`_M9JyXg5{VcgOw{mgLInJw@O62w=cRr@-?scErox#!hggEt=Fg!C#hrPd{mR> zqo2Ch!S@~Hq{3lde~l-f`*kEnb9@NrHvFp=Y4{|1N!~Z4{|-!y&mo06wMU8?GiTW; zbfvJmV{d$$P9yfXcHT*fA+_ZDhpj&!+NJtkiZ+>0!gAGqkNyt;0RR7NSzWALRTW-) zpL1sBoSF9Cw$swNr9-)G@wT+JOa+TA&Wdq``ggoRNUlqgyv5jzCXvKH_<)lcLA;Cw-YMq2tO^*9@@g+eZETW z8)!`bjGO5^%-7=)1NwaNU7lk=HTR7yZ5NL(___!)43j<)^F?k2?juXAph09UJLo;f zt;BDKSYo9AqIY4V8$4CerG(WYsbk*(vIE`^&Gw3~K3}ET+Q9N)8by%&ZU4C8Uv&^_1_W;w=09db$Pg3hq^y z4$;O*6s1Ml$WK$7Ys&AB@>}UQv7W)60zA}Do>MKq8r zWk?cVDH1BnjF7d)JX6hJ)N@I2T5=Zs znnzuj;uPuX5HZUZ=srd7(lRP?9z@#9pWmTB(Cubv$WT!vHVc+%5lj;4WL!jSx(QRA z#1RF0d1mLCqW!8ghj7dkoTPY_h#Y_)MqoF|nA)sVCaE%s1!s%ATMzW)*mADXYrVaH zn)b3cZlJ|XC(VI1HmbCl%EUNR%R04MEE*z~gOugLSoIjS%oxz8vnqb=Dl!CfD-ut| zgY>NN>`ud?VzZB@O^lx=jV=?%wJm0N5uZIr4+U9Q{z#Y7eQetSmU|)X;5WP3n+HCwV%`zmyq8W z=O*w?cjld=>E}T>Vm`&CMOQTDm9{6yZ~ta~7$dG9v3R^Ut$xa@QyV#CY^anYG17JP zMb6ng@1n7PtLX&nSK6o&9*jWDh_$G)m9brc-JWtrlD58CBTaqYwLs zU4I{89Goa0qqF?<8onQ5t@>tEZwB^@;Bm2dk~8FLe!iEsvONpzF~P(xwsdP^L&unE z(L?r(fOlnJ&&L($c9=1DuSK>5JBr6QQ5i(efbphQ{kFS<-^Lk^*c0aIVY^?%Y_g8e z2dP6guy$``>2G1Ff|=dsS#53IqbrTZ;b{83S=Gj{BhW=bJYCZZ^m?ok9($2+13&$Q z+3&7|zE80&?+=QBHHeSP`y@Zz97^u12zmxs^(v*U*$VSz10;WsugwfiMt;z$W5>K#T*4cXSxPW<0bOhe8`GD}J0fp|ZV5Wq6kMPZ3gA%fSj&+g z8jE{9uQ7g!bqhd!ojk5scUFHOoX`0%&iHGdlrhE_*JStUwvM+Yh-JU{A{D8+8l{oyf$W+yUY><34h4;QP5WbyzQJDJP6y%B+d?l@ znYnEABidhnI7evz}IVQ;U1_ts!{J>c~IqxTHY*Xj{?%lDk(v-wrFE+^be z?RizkOA#F2WvLI)*SJ=_*kn!R!fuW6wOWju=C+AvuQf6)u<7XLOx5X4`9W&v4pBUb}auUyMxAk;F z?Fo&v9;B7FTFrWIHF9(}k~6q#?vajkP0~u&hbCjZidrj1sCy%M)$3J+?xLL8d>7ot zZD7{7I|N^snwM#xpH=zX_srN6QLh)|JL0zXj<&xEhKZ4BGkeY@9y!1jOJpv4hU=3h zt_@!iWaoB7~#G ztM_d57QEk8+|1RY?giC~eehWiSnJ__cJDfzd2+9ao_^Z$QN~U~pMlp$mYeSByC`Hn zk+y^yP^E6nxUDiy8_?tNLDq1NtEg+kwFyZDeVg@rHba(Im(fm0m$_;ZefvDaHooQ{ zvzxeH*)!iO-tjW+w5?#R+|9Bk^lrY}M(yclq&KG#3-nkln5*83HFr<=3UkF)Qg(F9 zhTuF|7fuDK2Hz8IMFl#ckkE5SVzwQbm-GA@8nxIoaMxd%kAWEM2FZvT89l#_bidubUo5asAHB*aaQIs#?-EEQh_}QeL4x9 z(e`~ENdFz*y(#&8Vt2DuphW*^ifJ8?&v$SvR`6>d+|!Adwkk~6s%`176EhwLM*W|ZS}>-JRHFRmgHbmx!E~$_!J|lcDF64*3ev zo(B2*Wqfy0$LO0Td00-l<@0vzrw{Xel==arB~Q%}1}JDc|NEa$a+2ijk?3vDfQnFZzl zp2+up%(|UkOS-nk6pa&Hm+$6EZ!h1kHG58Ga^`^!{U76V9P6R^=cM&rlVPJtQS2I9 z$UKjScD}AfsnykMJ*}5Y^JNz(6`MZ5*(kGLpD@{w*Ewx+C3M+9!)L?|@y2G+r*X;tRbqmWhCM2#C-28)aaFD)05xK6bVAs5~%WBMzG3rjG z^I@;b<-ZxJ`L9elIpwNpkRqF(>$}GS`9BVhEnRgA>#Mpen$>T;gcYt`9n5{e z&B#W+`;|^6{4V)kS*t|5=4Xt)x8!`R*8NNFQ^r-grnHs=t%`eg_^l%oU9Z;Sgk@}YCGAluR2E=YpmpB=OTo%L0Ge}y|8lUq3B0*v&?djY;X zl(wfh!O9N$Jpy~&`)+)?nWiQj8*zTXQo_i9l6J%*^_du%Wp})-? zlGIC{BfYOOZO zc*0@|vn}&>Y1cMrm3D4t7U$%!aoU)j`|&x$pXYgG90imf17CLnjq|cT%B_%KD;?W= z!1L9nInV2v*ku;{mr*-4d9R{hE~B2SD3dOC8Jm7wW=A7=ytqn^lWHyAO9WmT=xfNC z1;=`P8xlVy-ujr)gUvQ_PVts{A~zSKfIrbS_`Zg%d1zQyy$r9mR{l%`%t`Wj$*R2! zRn~J+)`{Q3zGpsyv6@&I$)U1^m9yCYM(H|lhwanwQ%b;lO&M2|VS}@%KV1>E5skfl z&?!v2+PBK@Md+`RS3qSwx!op?o=bPVqO3r-i5k$pyCRR?YYa#?x01qqV~DBslvi+u z^bY(%(EBj1FS1p^I>PEVAdxz9IsF&YIe^uM5z7Zwk`T4t3?^2q7P2RMQ(zz$Ij8P`#bDetCUqA|X zaaQQxB>}OIyB;WijeJy5CIu|u6`rI4zur=OR@sm897wXWR_2GQjF&oMEzh9tfnJ@Q z1*tR^0VZ~;))YF1oPWSFbe{uj*542v=JVWE#QQTCQ)cNyd_=Az-4L^rJWo*LZ=-bu z@{JC%9q*Mwgz#^wtxb{hf*J^CoMina{Z}0+mNBX|_LP>7*UbFGQ&_Cl(X-LoLv0m| zI%-2haK1HCadFS!=?3<$*mzIWU(8T)p39}Fw}f*q9mU(H-Cbz!vk2{wrw3H!Qt-Ua zFrHl+PvaODOS8mrMx&nkRM~EY*8qs%s*KN&_XoM`DoXgP_vJUt0A|di3?=0GL1MuJd41IU)|}$F zyed8h1;lw-{<2hbCq0%{V@=1dAk&mnyx}%l4)0=?+=jj0EWbu(_66p8BS@+PybNr# z!xPPzl%BIFnd2zvzZ0qUiLK;SLo7UECoiYg2HUz5HqnLd_M_TrMQ?F{ts9WZ2CvZk zpGPa;Eu^C{b~#oQrAc}^t9A0K`#N>2mgQ0SFV5`S_|bSSzsFHX>0R+wwkmgsV+Goh zdpX*Yki!kkTX;>k&94XAFVd4;8*AFOdCl0V2=*;xkP!kTTM+Ob@*P26{EbdIuGl2CuO zxK9})rtd4Q!btk=84s!6E98+XwVN!CR<=q{x*>~!&ZO2vErsg7 zwEfl*vn%vk4bGn1y;kDAC^7wAZx$YEO~=eJhe7&ol zUq5a0VFRLMC>LXV9{!<&_G8fd1=M}eTn(g*;5Rj==)>B&F(Y*1v(v(SWvI>`!tW)R zdp;4bv<}G+W$pZ>DVdW zMJ`LaaVdFU>L43uk-lbs2m4hKPe~ri*NTL=7o_7WQ%~nQ-tc@*9>mGsAmU0OD8C;~ z6@L-smsf=qv6ff*X;shxB3e<>8w_nmKwv3X8v;(k>&LEaL#-A+sQEUpNJx*zA`1WcDt8z%p`Qbn={_Fnl;e?v}d1h5we_jPD zJ-JCP$|(3sRpb3Oo=_ve6VTo~ysuJPDxa9{%JA;BJeZQPlkgvnwuh#pq4?@i`*##N zb_^L&TXL-qNd0wJ(U-j_j!|z7e83H`yuG3~xgWii^SAxqW9xSq?^2dS@fH28$m*O$ zRA;$NVca#AfoXm6W7gSk2We#|DUIi`=k?ITHr_3%BsWj3nU~<{ z!f6I3;r;GW&{?*-fd$r)AsZ~1-};rI1_@YN;5}NZTEnPn<#L>C7S*Y@#dPcEsfXHV zo%{;9&?dZZl2o6DXPn(EVRbQuv958qQ-TScnsl17dUwy|DQdrzxG#-c0d=IBx zl=tLmd{@-}thgyZ=CWJEB{w4Kf=3N>wjc{1!n;4ntaURgQ-43z&@=3Ji$LKD`oq6i z>ihgz!o6EX0xq;JCQthWFyEW6$-$bL-A*VY2H!73eK*g4r zf!{9g@Wxf^hqc7Y(-__4_Mq16m<2zQQSsj@lO5v!JM?_MCE*{Aw()(SFFp$A^c&!*29lM7%9X$RbmQ8DgR5z@Pg~_}gMsS$tu*j4ACB)V@96WsLvI*z?%S-{vs?W$Ty*+!P%EE{usu_8Atm6>THaU z>0e#t#8dkp00030|7=-Zj3reOuG6Qx@7#N5=FZH{4s&;5c4pay8QlfEu#3ooi>RQx z%A!jae+Zz1{2DYWSrI~F5D16}#wAD~pbvs*VvNS9F(xL4(I66Ie3J*BOhknQ9|Sdi z^;MnIeOGgHyHB4!U8lP0tFP*u?ny^_{tFWEukf#NtZ=9D>mWtz7-T3V+9g{xd!pa( zpr!3nj^e744V;48W^C;d#AR%U@%VkIISYTjkt3=4JVb?8SMrbfHpnpyjWc)}Fz!bQyux9MS@}Qm5bMdCtap zOSX{tq;Sma=JP#1S5W_&bH@KcXP~7DT6MpiB@2#>IXtPY-%;ug`qeOA5P2VgwPqa2 z75f6cdlan>{m}tdnz^?4Y@3NwZ4I)=DRY&iW z_v7Co>y?nT4>PK~EE1fIrb)aJwVT9M`h*jQ)PtDlYK*e z-x)_o6I+|yKLfNL3LPJ*wmmT@lTPD(uasxlqlnl}O)F?KPb96o<{e4dZ-!b9VTWyK zmpP7_H;P10oqea#T8vp>3Uc2epL4X1GwW-iCkOfVpCDF}RQ)Y^)lfK3qq_ryNpvGSX*sSvSC?&Zi6@Vs^3GX{Q9%4O(?fu^oMmLDtP!$S}2^Rm|1w?>auL zwhD~lzH_cdtiAmvAhzQ*N_1rHa~3_w>(g;>(ycu&cZC5XIWiK?@yybAbdgL`cxE4vE;oNQ>dyL*vTik@&vxmqxB!3>2Qb*1W2Y?HGUTf>e zq03~h(t@Mg5PTN!bXayl#@Wb=pT)I$Dzy6=79=Di@Oh zqx)|K_n#yFEBOoAR9p9>E>cYv+@CRHWRg8!4`u=73$5o1XX-ZVjxa95VvRN9SZpR{ z4$RhlXQ>*I5RfnCb1ka~>7sw#qo(oi2KY;#`HEZ@3|l3vl#nzDq}1+<%DtQ{oN5q_ zv(L!iVO8_&GVUG1e=j-k7aX&J>px-KD5xeo!&P22r}{zHMr*8=G(P`^H#tB=Pq5-B zS-k{SGd175OYfzezLcZHDuQ0dyJq3l7OES|7LLKld{Vmg%|p}2;kKfm4GBkqrOU)3 zxpHqFVog)=JPcp=ZSHZhz|v8I{h3=6&{O6!-Zg|d`oM&zI*cSttu z95+LXh(fG7Zmiy{tJB&#uu>~o6<2vp)3991*b|Pj&0y&{{MRtz7P*s5Q39_U9KDmX z%}J_WZ8c=pu{wXhG!fmA#Kj#VrpTNTd^Wv*cZ=06&SJ{~J*p;X3zC}P1G=OkLVgm%0L%} z$ErSTwE`sTc^8>-QQnE;4vxADm7T7`7BK4;#(l(S)hZ!+vqx--txXc0m7Xltv{I%e z29ViBwslH zpl1JF?gOoYSF?w=V)Oxd2)44EQs-*(wGiYj7<)BVAa}@xKKH8pBXk|R%HebH!M$LT zRF_w{zh7*pq4d>&?En?>RM7S9KM@C)L*gd1r!w}_I$+_k^-5Yx zr97u2)+OywU6y??gP5L|W`&ZtD&^-d2=qi3A zw?T)@+MvGS49oXs`Junt({ac>)LOnQ_d(0=!&(zu-;_9xTF<9Ue2f+KZ-|$zXs=K| z%b$jshIjka>5!!Sk@h_L8Ivim&r6D*H&|;FsMv#RY92U-HBLd~j+`e)nQd(TWBGm4 zURy1}YvlINc2#@%Y93>5h3pqtQ+6`Tq`i>_F`6G=L98C3u2Zmj#n|5ohWxYy=ZTK9 zN{YsjBejjVn0K{P-ZdsnY}d}Lr99eN>5s=uIo4}y+UAW76L(6x2I_K$SaGYz4fz?L zT?ZR5BOi^R}0hh0lwdNF=9_fpi0=%${vkvdjDrdYBk@h z#jM-Xs?&t=%4@6P*jlj2chz>uON&zEHEloRD6MZ(T&+_Jldn5>YrH>=)}}0bAZfin z{{3b=GHiEKYqvvSq%Nw5$cRYqJ?*@iz6h*C<_K~QWDnGm_O9z(9W?nmtwNH;qSy}T z7s4!k)am-xnWAgNea1o>%~kq>vrf|+$plHq9;-~{lAc@{V$Q{d=O$ZQ)vai2 zc2T<7FSa-MNY+NBuFDg?N zi}DjGE2&nOAgZRE1q*%wu_u6h* z4Wp4*VZC`2(oS&>u38!u?yH{5o++(&0qc_6$x=Pv8&Ih_>kD!*cT^X{n!HcaHvrAr zCk3rY{_OVE_HOQdOp(|v{$z_f?BTDC8k^KK`*+UHzn zyUS_kv`tB~S&Ccw-XYaNC`~Us_TDz4-N^v;!TuC84nZdb|jOd+Q+qUGJ4eB&^tjCY=v&S`NBIkM$3;T(P6!&OH<4n8H$s~G3_R_Qdnufb7g z6+HJaQs39I&bJkx7kpA1Z%?6%`5n$*2Zc4cN{+;LdS1izfZT|2{#ilF`^m+TRwq(c z9&bqBwCG}FC1ZI|=51!*WJ$EVRHvL$>5^IvonGXfj_+W;K5Ovr4|vm~#L?7hmtw7vbX-&G%0x3$~U8jOE=HE9h7w-7jd?Z9fML2{#J?| zv!uhgS`NDwGxoSHHR#&g7LwFBcTB>PoVu{rJNW-8o^OGsb@XW|b2z_`_ork<&d2lT zpmo<|4u|T!3?5DK19`~eq9pesMw&wu?&4V0TD5vp7OA(lLuvkeuX};BRZpEg%cphZ z<4igouj3~CH^klj76<#ymQKD;Iz8D+{TJ!Q!faLBz52Vh90-#2El!K6NDP^h{w>A3 zp-EpLUN6Ai0cthCZ%%HK!^TDVoFu)Wdpy!<%=Sgh2xnHS51Qb!~t9kB6JIvWkJx1mY<+W`0@|T+QsLa$bXo5!I?~J@@a7~#=Wj3 zZPgKvJ34YqfN#ry3c^R_iaTVBpGYGJDB;TgZq#0sxltHs1DJ` zS+%V!x;wlcvWgVqCq!-=Ycmmm9x0~mRmWK&M;xtO#%S}>J&yD1jA&2mm(XifzJ|*A zWpG(wJp9mPP@G($ot|Ru>5N5};x*WBjn=Dai5A!I5uJPZU5M&<1)i)?T5s{8{2Aw2 z%$wuS$vYvz9n`8IlK38ChBABssJeBETd<2F#wm{3VY>Oe>&q|bn=0mdLVwkI9IcZq z?Yo_Tba`BkB4^dd|7*l;I6_ZTP_9|X@?%i{0CF*4msb2Diwh^I8gxk8_W-4NrnNd4 zWG_rV|9_Ubs#v_6@lav?Gv<$C}@mrM(v@sv8Rhg=GrIRz0heMJZI%~ z=QHyx&`NusM_Bc{u+4s)kD{WsR(XQI8``R|>`av<;g)LumUxuSvGQ9M8Ld6_wi^P2 zLT{YxH^xyL^4F%xZX#sj>N9U>z4u7+ES*^QQV_WsNfk;*4#_WA@+D-Wj%m4C=;0Vc z^CKKFFTUr==cl^lIZv!REaWm$_T9~^_`L^jw$mb|#b)Xfblyb1gX?9`Y&YJ0h221D zmM$g5k&8X})0DcTg$B{?wZ(Ag)k9Resc3oG4e2$N<_P>faREtpGgd<<6@xoayHwazWjMXT`&{JH}4{vfhM zDa|t09G>}@7~@^Ry4Ev~-xp;pGI{;6PM*Pkt^7#-iR*Dmk^XC-(FM%m5#IOtY>jnm z4slvo*REN*66FY}7P_W;Flw*70C~osu?I67{05n&=P0{h3w%_x!sxLkpG7ph1p3FE zMt1J2lC`Tur{nGUs)W3*v(;T%`6P_&(VC%Fg${lhBX&fIRG*IP+Kk_D>_hA&N>YD- zRrq=d`Q$qfZ?h5C^MT{oa`Im2-RGMVv|@+Rb}exAE?V)7VU3UNj&)lNby%i74@s&` zp_@o}=FYKB$e5ZPwU6~G#({tTFtpIUfF)vww@8~&_uA%|zm%=-=8c#4+fc$fa4xRS zrjIfBIr$=~_81x4GE4PIeU|axn53uCcRH@9+e}C85_I=uKi4a|Choe!%&}WBYeuH= z*mrJY&^jW|vp@9JVL6Mx={_zYSjG9?k9Dl){@fHfA{315r(KUx@+!NXS+^6?^{C-e zoH>wWkvgtLorLas#|F7(iOV4t^X{^W-mlRyUX169=pgPEzrQkyRGsx2d7qVdxXj<_ z|8M1H@SUfX#>~x-Re}2}c*RRoiUKP&Z4D-+_!_~ zOte*jjwN8}EHxfW>U$i!{gee>ioX3D$-L`uT`fTDTMgmIh6{cNXG}Wx$h*LG4jr^e z!F{PFY8r4)>2on9-#5t?s9pNUVa0xac>Te})IiJa0*yJi?mZzn)s)%u{&kl=^>(GBMQl>44nbuIFp;iO&J7k-P2f-E# z8P9W%A@}Gml91n0^nlkR)*aognT`JUHK2*MPRFwGYGO84^krBJrK~&Qp5)#^kGYXD zRq^M5+~5`vp_{Rue!uuGC-ji#Gk4B2YH7_8cGkKU?UmVor^%s}Zy-OHJ3--$Y;*rX zB~n`rP^-Ovbk9M3;P;efBBJ!Dz31|nyaw!9#hiSVR+zU!#0|2iI{z%~QOTzew|kg* ziueD8CVh4-AGf)olj>x2-v-9^<->9*=DcAmxo0i+3XAlb@+;T-;lp6fekMhWmF^Q5 z{iONgta;*Z+}}FRZqZ9n$RDw)z73Jni#DyrO=+ZiUYlH4=jIhQSfq+`T4)*ScwSr6 zp|XG7jiT1=RNf@4eFoTa14bQVoK}YNdG|R%C0b*AG{jD=(mn3FEQrTiT@xz4c^eI_ zSM}@LRO^zqEh&dRlp2}l_tzJhnIZOu#81V)4iR(NEHi652Yr&QJddSw_yr%d8E$Ds z=*HE1V-#v=a}4K)vF1D?eivOUqIM$}$K9V1^xbE)8`~xFG*``bGm_TpLkX(_zqTr= zQ`*Crj`&?0yyzrfHIy6nF?{x3yMflwtmlXldBqG7UbA;>Y&XCWx3A>gSw`r7N_ZR@ z8NTF%xxLJ$+oPqEFHXj{{>xI@;|ekC*BFJ<2sq)wo?h6i@@v>7MBH(BVso}?4ZX)0 z-Z%yyEQsG38d=8v3c4&{CA>$jpg%n(&vVCj2+zz!DSdvwhDf?RK6{?jZx_cpw$=8b zrz2=I<*z)4!wyve94ZV$^xZyG*@hAByIY_8K2Hu9jmu&mlb;<{)1J!~X+w7qI|*5)SFLHQPS;c0uuj{K@wdVTvof7m$&W32=GL;k&bS?o zUlflz?M^!KA)Lb=d^gJQGAO(v{u@`xdKai)k9Ad_$da!%Tbce6le&V0Q~s;NMl3v0 zbU61gW4SNRc4Bu$tJNl#KeSSwa*v_H9Wrky?SaK{YkhslOMk4xT7xV{_im8Ek6c5w z`DE-trqQX0`su#xbK=)4HO~j_i`mvJ3w5kYeH!+bL{kY zRPbqewF^CiXsNPpBz!-1@v4$NUv`nP-iP`nLi@K1n91!qhmXc|6q3F{`?J2^3{3N0 zU+3PC?woCjzOVQ#BSodku~!lvrY}Ybi6#>Iz0#QWkC{waF}HEJ zpU?cFR`0SR42S^RWrbBW?A7!#KLrc=T?s|pRakFYum1x80RR7FSzC-0v4Gs9i- zUN1xZJ`f6-!T0TK)lox^3F&vuXRhMz;669><>Pp^!h>PGyjiZ46*-41W-`xbB`<`F zvFeHx_@0!mw0+MYyD+N29%te?nP}>ut&3-#_O?jOo#SqM2+xKZ|E{5j~EXKzIcbY6=bXKBw#?~M}6Tq1Xb4RSX538bPV zCz-DhoVy?sX>NhH%HNlKw+vU$M;7uic>?Q|@_yfIo^vbtDdiaFwz)&bOP`zAGvLT7 z$u#&5g+D`@Z&by%7G)MV)7G14jMMLH(i)G1pL4|yzkVg}mOkXO3-gt?F842z1R{S? zvID2dTC#>@f}9w$Mx}qj>Cx|Yl2#yh1?{g)<7*3!nkszc&CvER$v?;*(57-&b(@S* ziL%V(7`Pjt?_0iVq{>#vN!5f?G44l2$mFGJqNKNE zzS_yKUv81>*;2SPGx-Eo7*SSA#R%<}la5>EXEFz>pT#aM=i4l`M0=C|l3z`^MF}W3 zEAXT~_87Xi_vl|OSmXSd_XldZ;&lomD$Y0=?vs}wnIi2KWZLOa+g;?Sz|j@oh8)`t zrL1evxCA?j)@rm&x)pUXt|-*H+PHdX*@;n`$WsU7cFB|I8`5KoWV0R0cM0;^gu4rb z8o9O)gx{0S0qAVuG9TL%qG#!KFep;Zrj`o3RW7w^>@8YY1sQIYyVB0Jtc~~CWG^=7 zQ=torH_8s|Kcr@Lbf10whUFEMS2YF)^betf$o;?X(L-=_);|ZHi`;ZZAmTXlzuLc$ZzCnd526< z=Iz931{nppj$hlk>VniL*!C!KXQC=kRAx@QUJFFKN(^O|eN2?o?;78V5RXCoy@o8J z&m6(;K6*#sohOOw$P?h^W%&{O=_qVzDCM_q_Lx*TiKN_W}~+%}5V0aFe%qP^M2i;#@Q z!>!52GM_n%)k?nSST%RL*N34rWfs^Myx(Fmq!vn##u@gUqNZPvSL70pn-!@jiE1i? z_sOqQ6m5E2CZES#jZ`;Cj2Pe~n0@VNP!S_nhgwwo9;7vL@5!mXKZPEoToG&cdgNWg z_kzbrlgtUUsoc+yM=^69X3WVpd|#9_@=LiNUpw(O@3}=m|A=;^-=CxhzBlocd&Hc^ zv%`3+ts`%plsbi;n#scP`x82h?ZVTlPDWS=Om7V{3Gh9T#KmAt77ky>RU^|yb}$EGB>AL-Xwo@*NFbW?kKjLK|Gr{iBa z@}(YrHPYPX2(g-IH%qG0x+;g#V|2Y%tTuALvy^RSjeQEvEEpRuM{Fx$JtnI)M@Pld z*X1%~ftLdPu7gzDay~V<3w=xI)ftnGo%dsvv)mJcS07ExsyrXB+#_i)ehEAy5G zzG-IL11&uw=+I|sbeZxumGv^;^9E;zG1nxHSHljX{sZ8%M|tiDKLJ+-u}!6Qf3Q4M zBgP>)kF6D?z39GT`C`W{!tzy%*QWa;Qu|MovD)fV`fl-gOg;yzgUw|dz(XNlfb<6F zJ0G~K+}^{CX*+&b7^&3Wrb$aFSB7)(z2Z5E+VDfLm69l}(%epsK9TIn@@m!Zs>IqN zR-tC2BYIW``kzczJK34G8-ZcLQ^wAOa{X2bS(X*BXN0U;X4|~xw z{RU6Z=-bU~xODq4>Q0fS%u#P827G1FpVBVgwCt6|ok*76`iqdYM87 zAL&_OU8%LG@^nSkCFf@XBYunLL&P~-y_HVF;wjuJHLV_gS3^p5HrA|^VwD?tP+Cty z2LEQp8F6}z_^^bWdmvX~&QU*!s;Jw#7SEmLjc&Q-r!ULb#IRrcPsxpbdS3p3wnh$(NAIt#Mww$so>kQg6JSk!!4KcrKpdjDwAv+&({ zy|X024xHiw90 zL7rjVAFo;RVz{;k{j>55RJ)szNz^9+UFNr?SZ+K?kB(<(nZM=o&W4mLIsKe(LF$~Y zJ}HZ1YWy+0(VTj^5oaQH`~@|cN%Dh1aZOJabB_iK&{YK;-jL2NTB(MJE8m4Ixz6XZ z1~q}WRgl~5jn?{_7|ZPQWQlvQ(w{}oKBh4Du-q(K#jCFR@@-}}8T}&{JJGewrbhGn z#3-b?pw4;iJbMUR+1S{5fZb{hL@TUg=A3g~d1e|j)uEpm)_oP@PVn|vGY)w&n)&&f z+20;`@l{xR9$yC~M(GxC9pso=+mbxY+wnhQ}G7z9|1fM$qG&YlBr9 z?J{s*kq)PwdRd)a^$R^>BzUc?;vXwsb3>>HVDSpIWL{)peZfhISB$DQt#dTk7v zwOx{0+7c_D)9d9m`GeF**mfJa4p)8BGz%)C*Ik-Uat!e`$J*wZ{S;4px?;%i4Y#J{ zl=Du>SAAaD@QjkuxRe(4yvub&&CKykqtDT6prR#Nqk@cf9M8wQ5>F^EB%fyC9acJ) z>BRWZjOAtpnm^nspBBU3w$wGc<-Bp1OdbyRBIC02>(a*?Clg6indbzh9FV|&)waNj zu7tjBCl~8Ha}CLIsWXWuzskpq>myo8B{ibxh}RSU_IxdLP(K~v3DZ0yZUOoAoi@u1 zGTFy$K4!2}jTki{5iKT3VV|=u_clF)ZFw%$p_UC{v~R}$*%>%W2LAVxrE|kJIIp-~ zOYCgPtW9I!&?S&_<(6C>Uc=}GKld@jxGbGZWn+j`5w%PLvo3`-er?WY_&;IpltwhD zPthzpimRF4E}<@KPrFqj21gAy&pJ#39rX5TJw4ig?sl@5GC3b|RHXS3xc+E3;xdnx zWjRsB+9Tqo@nv~aQ z5vAJhJ!SIH=wBAWra|vU_cOzT^{n1%+c2Bd`D=c{safB%egZd;`XAL;nOa?1`hN$p zx;rfOX|DD^#eELbI~Ltqx*p|o@@JtBHLpw9jQVLFKxzi3mPJyZ^Xd#wLNeG4*xV2!gB$xn7(1?nP2?=TnN-z>MA^M^T zFY@4vi5Y&QBxqvvjR%p0MAM?d2mRK!*52n#$;p{}&OUpuy?(#7)}FCcGL#@CZoLW_ z@HfL#;PV*w`To5nBYgRWJSAVlTZPe5a*VcQLUwXahI`iOoiB^BN4Cfg&^hX3IadU( zZgGzw@5!XEY~k)=MuvMN(>@aTKE?{;@fpyoxOT`@nP2vG%#mSwH(EhfIk!lwGD>iXf1Sn`9m!k5BRKd7t$wPlYW8UhoE9q zSABLM7pCh8d@p4yM#oOOOHIAX=Yecsd?a_`?YzWYeHr&9IWxYx-0?)1YRIyimd@Pj zQ4jiM9luY>eUx_vYcf3Na=o-&w?=siPcyJ`h3hT6-vNrZkfQ0Z?_O2#y>wl4sD&Qi z-j+|0vjF==Uz+KX|NQ)0W#5(T)8me~MD?_~pd zQ?@~py>hu*_hV`8irZsI8H(i1y2GU&Nj5{T0Wb5Pd5&&@pAR^@k}Jvoz&$L^Rf>z0 z;-9e647@FR{S5A>DfMo6*PZeZ=AFfUkGXV1@H6RJSIV~k3myZ39y@Rj-=scUq#1Rm z{GAO;#0{IDQRV?D)o~esDFrm!cD^$A+x|Ir$zAuk+y?1O%#YgIN^gml%jj_?e;;qB zX}3lB7PMtvs(v}-?B%3y-L>*{7F8uVDCtc<3i>_`pSQSOY#A0)<>+G-w}u0AwN zr79(OBp8Z}#IPs84$YaDa(rE`3p?dEK(tB3e;4Z`w&W7yKWn_738u3L$!CohM}5XC z5)mOv5mBw}{6`-vo%&Srr5bPk2jA|(pF_5W?_JovB6fE0Z7OkNe9icdokXE6!Sh4y z@3!}Bvb4VC)ZmyjmCIA^HOCV-5zFkk?Q1fZD(*Mno4zk)7OQRkZMnBbew6A6TB$KU zr@dD&_hz|F9>`TmlUjmf}@NHYlokqFsZ}q4lK&OFs zg+GrNfm4+56mo6A-DA9&w~s>y9@mB6wPd@?)p5B>YBB01V;pqcTD8904GZUqr@Rr7 znOq0`T}N#W+>#|Qx62uym1A-k`YDKfdoX80F2vs{^4ImfjrJhzR;DX7p2l*7>u!QP zACVY^n`awGU2<3@A6RPC2uA;^MwFX34N}%VFKOTWB}bg>lB?-Oi)oK0Dr>a8)1cS! zu_j-pG0O(|CKSkgj{SD&o2|4%Ek#bvE`WOU#U>R+R72j3~sjCnD+owiG+QvlwD3-@wl#`f!7<5a=A=ARdha~FL=L7d%Zj7%sFtAF$0r~7ZavW&59da*wW!Fv= zcZtPTo^YwTS6wIDXpyqdd}DURxxVW)H2kvp+lJgZcqmc?Y7QLZcPs~S-M}3tsDU2i zdEF_!>}ap+#uDq_mg8be>S{Z3Q^!V(Ym;HjyZ&bO8)B>zp23`pp@)l5nO!cQk^^aN zAnsh{a>T0Y+{^rLs=i1vS7t^iIvOpNXMmm|*CkRusAMm>Bb>?4*M zl^*Urz*Eb%ZP&m$rM(M?5o_XD^{L*Tpx4~Pj$_ckz07+Kt=nQ=xk;?@z7@4eQ_i?* zkvkdB{iIE^)cJh2%IN^-jxa}k`x^EnN@IgH*$_UuF4iNJo)OzFZ>(4=%JzW-`cT&` zIdnZK=R3S6sl=-0sN>CusUz=0H|h;bj#xc>!&H7)v+_@`670NhJU$N?J>*bF1gOpitR614s_04=De|AMC&R=eL>59 z8JQ`U3-Gi8+Q&tEwv7A-N8>ss`>yqjIn4Y-ZSex^t+E&wUhEL?4bDClDgh|FdT;@6Bym$`&eJvBKNDnx!7rC33qh&KZsQ{8eao)G((&! z(pf@CwBkuXmNInQedrz#68dOoU%0T?s-Q!kh)&6`xLQqyRX}lEb?o3_W|NV=GI$IwbX=IJ}4zP#zgBD z=V-V_ug$sBDu=fFQ?%%qHD3iQjJzw{z|$T?zjm#M9V14K{Wi-SH8GdQ2K2`0tx?mu z*FpEf3L3XQs*vyFeNsA5>QVs^C zFoz8AQus3{+%Eg%QAkkAwM6_rw5}>ijnw7b^FjWc@5jr3m#r^{KJdcNt?BSfi6- zTgAW8i*pIdpF)b{zDN6qJuPc=Z+ab;x>MBkW5m-DMEntItFEY*ppmIY)D0T3pF2mx z)cg13S?Fgc<70?*s_(1VQ-(yr=I(cIvfWklYcd^rUQL}1yO0%o@)oqeh933X@Gv+&C1F1~yeqj#WYZ=Pxz ze(qun#I9ZU?aAHLY@fYmjk59gpgbu*gKiFk&%(X`-(ix!OVH4ed}Kgb)$aYsIT`S` z>wYzqSidR7uVc4(a&Qda)=-Bvk+7t;Xi?p1Xf9Xf;16Z{seV)7-H&hkP6O-RJu2lg4Qvf9ynK4{=*C&7BRi-kVxZ zXmO35ba#lQR@dk`+&zfh8{tjcWIeRl1LWykXUtyKWV;7F@b#cHhrh~`T536cwaVd4 zScUHy@BeZvUQhUyvz9-Ze7QpjBhne(_lbcW$^Cq98opSclSiKzNqq`FA_BJ>=&(Qe z&AENxA~kYBp0Us04qu)2y*oUoI?n31Lk?An=TpY3W8-kB|HBi%S}mpj5y+%I^~>bl zd?9@|JRLY%6^P*xw5t_&-@UJ-4l15;Xk{C{s#$}^%4r`XPiv5#JdiT!Kl0nb=?t)> z&;RQDhn-2yrCu*L^pPdH9f{G|@@(1S$q(b)(Yro5sv6n7OQbp3pgJXWjaA3gnedtL zAo_~Me5d>{RLGS2U%4qn<5uQ{Sdq0nK6XoeZfe|HpU{!||8{ob5dTkRU9zt3d-ksL z{*|;1=k!>yGYst^dd~Cj8a5hGl6VeU z_c$88f6t$j7ZH(9VCBaVX;;gixph!(;PzVRq(M%TA)h*M+3G8t*pKP^!O#R*-7NU?O63F=FNl3G`KvE8ZKE& z^dz2_Rmh{QRJ$CKz`FM$Rx~jhD~XkjKFu=g>*{{O%0+5xHc7aURtNZ|omt)*9>cnA z$ObpcPe|*sq?J0pd+90Wwlc*}=GbADI3}_B8x!F)s*M9XG5(}$RLAG!>hOO600960 zTv=hiD@4hu`|v+WVYKCUfSTv-e(m zz1O$)WO9xKd@_7XnebZ6ekr8FeMfSR+IWTQ7{B(_kByEnyTn*W{)49l%Z8J%-$2f& z$#IK%&hbT=Py1KYbf8^wc~U+h=gTefL2})fp4(leJV85~)oa-zGuZhr9JSS%d|Q@f z9XL^{^OzCHQ7)TZH(yG8sBF_NugWs^`&rCX4dfxn8TeC88yBFtKg^Mees9D+y5@-N z1*bP)o@&2Cx-;%W(dsJYI{I(P_l>`0$<8%L^=X^Wn9!1)mR;5IjnxY7bvK^2Qs?Sb z1GjV^oGm~%O>9lOrw)B(1})p@3T7Wl6mz$P?Xf4_XL3Mxhr+FrZ>erCE z*q5EJhmw=D$@ajyibXtYW668Eu8bd#;1Hv=^mo97FSuJ z@RgZofX0?hZqb!{!$D}}5Z-ML)7W7vGkLUM!ClK$I&SU@*ME@1T+xT$Y21ujI*jtv z@`5}>9jf1)a5@F0Un3#$xa|IH^v8G(EpMD<_OOglkwOn|7Ce?BUuLQIORO3_m(_f& zt>=Q?^*;PA`G{HLTloHx9F$z!fp3<+UTfBjQ@c0Ru&reYrS&(N&Xunl@V!Saf&cZB z{?CH`TKHQn`{)De30&I|R2GGmGweEk-t=>S!EH(Z{+e z(rfoQyYG|!SpF4ykZ|oP3ys{f%yTE)E2o76W4tf_l>5k4fX~1_Sq>VRe8j!mc6kN& z+dx?mTYm;RP^lLs#+IRt4(~IMhoR@clg{%Py6wRNUHJeq!7f&!0=$ec(&37nYlh%) z6D+8d{(xvv+8gD0Q1~d;PCOP%W{CTkDJ#4!PIf71v%o4jMLuI_1$ik0=Kc0%kdlu?yi1>#_Se(0}2wEP|iUg#l-quC@mq zS&Qd$;SU=?aU_q+K}euZ`yU4*SnCjD&XbJ^(PeH5}Z9byV(SiT~)24XP=q`Um*RB@(b)6`?UeyHvM_jbtP9*v)0=xYS)~2nEQ>A-3`-clrUPS zD-mtxDQ+v*=Y*OlBy*HkuF_MZwZbuLK=lj2*guC=ua*56U0@B*JO+aM!?;E1ZI{Dx zd!KZB?$xD7UDtEbgl7-B-(vDMtswKQD5~gRF`s3Q9JTIcv~8?76=YhJSO>THJG00E zu}-Sb%2>JVh7Tu123s)i@$j7Y^_t&m_OijfDq}~Gr`mXud|%_yKXla6O`ZK5-pqNm z*7JpeyJszb4XsZJOkowcpJL7Ou64pIVd%AJC%nFo3YgLQ3-H|-PbaAJsON|=V*J;9 zf4G%BVt1Oi^0*@WYA*l zxSD!k-u(nH>tmQZL!U6pJKW|m`n$x8ceiY-R_vtv8G31G$z|B3!#CeU?onUeB;P@9 zSxYbN5b?y$aGsrp?$M)X&nN4~JQ?ph$hw(4h@NH}JK3m*l3A;2ojL`tzO!llT+&}d zH`ec_()9hjtd^Lmb^{Zgr1rGl5o=zacv;F1ZB%PN_psi-ze>aE1J8vi&(B>6DQ_dPgG#%Iy>5~Z!K%y9z?1NiE<4!E zd17?F&LgVrdF)0XF%F(*M`M|}gD$2|4%Q^SM6Wii-Cztw5GTOt3jFtG?-d%o>e_+J zrDu|Lsy~tL13}S*=Js3MM`N9w@=Rtqb;Md}kx+Brt;oDe_v+9-b{Zge^#Hx9YZ{y4#z-BubgQffJ zWr*AR9bMTvJH3cKd2=RHBYJesui!_=Q&t}F?&_72&7Uy$f zr=5k^X?vbBP3**CMp2zV15Ce!`@7{L%$(-=ppKkv#kpSRiLNq6ROa=n=IKT}%m?e+pXFQ>g*=+LvaT-iMA?O83$iAhVv%Ob~U; z@&v4KfLZ7EFi%~Utqhcbt1)@sgjwGdJL3=RrY6#$qAHy{YBC2 zk@+cbjK3b^M795>#Li#G#$M%qpY<4TyH-`Fc)~wKzPT56zYUyTD8bLsgB%UoRqRZW zAJJm&C%=K7r@Qz4H0vy$_01ciQU3@s+&sBjmm*B%+8u6$=5_Cl=xF!Dh8>CjHJwlN z6wh5s=FB}|yBHo&F7{C_wdWzv8oF}Hk#O#s)OVM`BlY=@#Ee}>3$d2!j0L|d9L;u< zr#_o)g;l3re^%ct!%R`aNvcW>X1C0&=h_4Q8&o5o#xwM&!HDzJgZ5-Odvud_7j^Vt z_G$S(<{pvrklie^PjmGt*Zm#1e#1Fk7W-Gn>fyBK%6KkldGav{vihIAc22CAHI@@s z?HR{>)<1Clm{_-xQ}zk1I7H4LGe^!q=B|6RT4#t%zQ(Bxl6DjyyzRQKm((iF#4Psd^3=UY-mb-tV`%f@6mLuHoEqFVBqvc;&1QFrc3cxj z{dzqV?gX7##_b91*)DKT1&%8vBUZ%7$SBj|VG9(c_|c)A7ge7!^@*QHbgxydtKI~$MO_hN6M za*n8*O(|a%l(Q#xViB=g{8u4(o+{}Rr{z&Z^eOHWQO6jl$FP3v&xfnHkD4>=w*tTa z8Z2_1zqJ*M-2I3|^b^tQNzXV|%WBVp4K5zZOU`GMICEWA?wuX>1#7Wd?e>2F00960 zRaV`LRaF#Ud!K#oIrrR|W*qOG@j7K=I^)-9F+y2cBwBv-C1R8okgg}wO_kznqel(%Ld9lDUWfDqA0k+S--TAmygiSaM!M!;chDbI{zg^yiGE>L2i=M zZpu~#{z)j4Ql_%60M0g^G0dIvm5w%cNPujoPh=ImkzlW=>1)%cdNOJlkYV&HqzC!+ zu%^UpDobGPJWy_N6PPW5%hPLPl)41zbMli+$pv{()&t8p5H;~O3~`V>vdQ*V+(Ynx zz_SCZCpb5W_X%KCOrBPGL*p%S)l7U|#k&nV&)9eXI2Xy&ZkD^Q!@6cItE+o>oV?^u zFuu|6i9J!rC6nH6-)Dhx2v&AYK1e6o1?>f9wH>wCMy@sJD`&_(>`SD@n0Q%9ZdI|$ z=z)}@%;LBj|5eWit}VNPBz=24ll}kyUG7q$DHY`~QmK?<&TL5zcZypQa@ZYeIWA{o zv!onz=pf{|vrRc0TZWB|4Kp)4eSLnv>yPV?>+!g*$NP`#{d&J%&)4hu zd_twfA$|ylg3~f{jT)pgw>@_^Ir0${eypVG%$Xm5|6)_0ntz#(j{T;)o;dWz31-zb zt)JbRqte{5?1p!_xZQNQ_WkM8_gjX%Pe_r9Awf5RU1Uef7%RZwo(S`1dDg!@-mFZ;D`NNIDnl z_i?)Q>Xh5u$7iR0yhmm%9w5HXAg*#t|4?VA0==21C_*SdKn+pMHoB-A((ml7@*n^fJJu}tAW~&yNX-zgD-y8Xs%I?<& zN{4DAO{hM1;(`+PxVV(Zy5=bsi&BEWZ<-7o%UhaleNiv7nC0}30^y3*%OaETvo?W= zKLfy%&Lbp<)J02B^2#3b(%X*pMFzLzr;+Pbh^(~>7S2~_`zp!hZ4Zvx2X1;>Q{RN$ zB4rN_ls{f9MF!s=Q@FqP0`raKu4m79jRhpB`~LWFTQTn2mQ6qEkz>`w0}*u{V}= zkc%QW6nabf^P)NQRq`F2gK0G;jg?aP!N4jk7qR$QpeBBI0{@-7hHBa_>g^OKJXqgEK}q9TST^h^pl`pBFj(8NiHhWggWBqmDYTXtGj1P z&G&ztv040z{`4#QSq{!VDWZ3mHp461&ES>4N%7v##x{mIj=yIVILpP(|KUEG`-~mi zK;mnC7jDcS1x`ARMDK6>s*xoz8NeL(amkDRZmbhtRNEH%UxH#^&#}OfD+gK6tJakl zA};M>3C|H;et-{t&C_8xW9-){V|n4UmE5*mo$EyJyDJ@PM+4|?TP*j`^ugv zuUG#=y6u*$ry2V!=FCa4M8tL0%#KCFUuQ#4{1sE^nZN%F;hst|?8T|$`NxJ|UE^Qc zd;ClGI?7-D#1*}dL5XKe6#n_=W`4`pYo4CO_VLCKp5rg-Z#}3xrF*X)WA~!|ls^?2 ziyqF`=N85lhi8$+NL)XS4=0l$Pd|P7L=`go&&#c*&v&A#+&mY?k^KTP zR>G)gi-8ps9!6mZJN%}F#kb5X=t0sdM_H;$IuoJJDx`mQc^XjrqXFa{_xJr;;|QMI z^Lx-D;xT3)0VySFs}rkCXvaUao5wuWge5K*IW99w~n(ZxIBlMUUttk8jDf*0)1%=O9pubDe zKogwi9?hwHwT~cPcN&)2&%G#sXGD-R07BB@!?}sTTQgxtiop>qW%ZMqU4PBy=&l|b zgZueaZ|VO=+`Zr-bgBVpr^%eS*KX?$Gp=?OhMA06bVr5_094Geb*N0_le!?{f7j!{ z&+ci0P3!LmofX{wFL7$MRpy4-H;h&uU$qTnc-XLw*1#!Ukw@t2w{=TB2Q1vu5|*qz zOBKBPS%a8pjc*?God%RN=YBG}8vU8nbf1us;rZLBZ2fD`uN-^K2`I3uIiv>u!->Dw zu*ZPl$=^3uA09TSKMu+;0=tvCyzoC|!zfiC8cX@Q}z5WFt zS1tKTwDj}d`bk*Em8V&Sy0nkx3^Ww+u%|v+gH}N_XXy5BovDzUFg}2M!MJ|A`{B&< zW36YZ($9^-(pm~iNdGB~A9Gd*GO+Kpm5id6Cn`3h->~%t5g#WV75cr^$lE_uAWE8j zuHaQR#|1M_MDM26U-ptWM(?429@@J5CEela=7)bRz5xoN%8h5@znx9gm4)On1>e68 zx?9&stmT|!?EYt8S5~`J*`@P5Y>#MA$6;&kEz|zKTiNk3|BsBpFA)7v)^+}+Vb1-j zGI#oe*O8C3e?Ed%jJwl!Q;ZtaeWwQRSB0mb@lgki(U%7;*4eMXNRb*Gbyl=Pho2 zp6M$@A280%qMa(LHHo&@>y3WxCZB?8V}fd{7~|Dq234FCesB%7HJ!)Tyx5p!Ke~34 z?Olm~T}ix0Z683WVGo)Zgf!U!*Tdynlr_uVo7**~I?ny@19yQUfX4f_tdc2%# zK!1>dOe!o5R0jtC+bX=nZyz%rKS8_0$7;RAEB2Ut#Wz2h#*8(SwtLR#zUAN-Vk0r6 z_*x?tV1z75l{7&c`u%PPgaIc1m?{?HWbn$JEKo!Z_!2mUWrZKi$e))`tY+KNr732> zX2Kc%mw(!W^-w9Ojt31cMz%I4&!&UKYTRK|v#1-t*4-sx5)IO=bzD}T$Ffu5-(4`H z$ouKrQ$AjpiQ0>s9P*}Q*E$r`2+U^7g%PIS{KM_69)ne}8(e0B`rn896!3$>fjuU5 zGoT;Fpo}InXf_+#8aWdJjxKLd#w#kRNKD-onR!9W*t-gB@2=b;$U5 z&1eg8jA)&gf&*bd({k)VQ%OmrC|hXpz6Ri)Y&Eu)&5pC1QMyf*MOg%S0nA*JN7d#L zV4os2P}Egr|Qpv$^N>XJk8Fk5~D|#2zWEWy4$Z^J$xEUZwZl5h;~=A z0OT9>v{?!mPqOj<*m<+tQ}RJQ5mZAtgPD6D%|*1zj@N#-ls3Dr0W(`KsNXD_YZRK3iQD@lJj2n-{i zReS-n+}O3YD@98+9)8V^y*nT0>?t3{dNdH+oJ}n+?%^e#QLGu!R}Oa)sZ8x4)od+pU-~Ws2QPHK-O&jUVp(B$|B3 zF$Il2^a4+i_IJQ$@zl zdBW85@NXrEk03Ws!_Pt68JAln)?B6?-CP57!9VbXzc^~xTNmFqC%0+bV)FvVc#dOI zVcLmXhvyNGru!?aUefVak#nCykO6M!6J5L35>9NEC2^|nsu+wq-=KZ{2p^3Isnugu zJp)jDT`SV>sLc=pE7W`9{<+A2^v9@iT@*@GRcQotwPWyH`AVUspr#2~5ey7ebS=up zvrX~-%8c8#7Gt^uQ~V9(@oL52aL;kMZjIgBd+=T+h|Vq3>V5QY*Y z(4t14%oqXBBR>=qED@E(Yop-@>B$@MdrdI(0y2mG*E)9m@(fw_1?zGqO>wy+L#?RF zsM4s%WaeKl!w3geEOAJvPru;XuDTO?a{ZQ}T>?Gop=t0$tqr~P`F4oX?`ElHltB|D zV+L0jIbr zjA_`&#PFl_BWJE7FGXYDm_Y_dy~4*^)!(!K3JYo6x5R(8qX%Nonfh&fr$t;uUv^+T zEaNpDSeg#H=b0Ve9%)C54dh6!4Uf^4*4v!}Y2}T=!0Mg;p<6*VKGl#pY=dmn#Trs0 zUG3tda)n8!B64FBr|qYbHjvjmBBh%NO*`vD2L^(IM`vc}((Bt{n8-jVglLkBlGzEn zG}X?sDYM*_QL8u_1*XOW%$v8^&R8Ngyg3u!O%@-3Rk{08aFJh%m8+q)bIXgS%A@`o z{OR7WYUK2Yo3x^V(r`QOOZ;YQgOGXnH{VH~%Wq{wxDdQn>|Mtb3!yWffUx4oa1}Lf z7jtt@7%pMDpCz^AnJ{e?>&8`~wKgu>SL!VYh|@_hVQ zf6L~@Jh&Z8vBScL_Nf453lqWeX^GIe)Fy#nZ89&LUKqpBw=@ z@%Eq^x5&1TYdbISp158X#jh$0pPgvM~Q;$Sb>Bo9CVbsnvL-N%CnGv zK>)D?P&43U4LZ2Jenx``?`aaN51^iGE8m^5b<})MXM!iS-K+KF0f5eMjcrDX#@+|yVaEx0X#1M z8*Yj>4lC+jQ{#!BWHU$QreP)gg{K?Xd>R(cEP&3OnY8UeM%VKl42#c=-Axk~lz4wU zA=yb*W7!Ws1BS)lXdv;_ieS7k6LO@~vRS9bfkN_bTH6resHw)&O{sO^z(%&90c(=(vjGSmO(%-jOHPkl4Xh4P9eX35&_l@WvX(~hZ%QDw61+( z?4C>5THei067Tt+E!~BDcpJgxL^o01;PgK}J;#C%H-C9{+62=3`oq0{Lx;1=FO0|5 ze)#BrZ9VN;|9fjigZ4X}GVb;1SI3+})vsKcJ%1NZgp*MuZEiG10&U~(r`6TYl@cNUC zj5C)I7k+^qE!-wPA01XtPkJT#&&F>>pCo1s^gvu2`<`let;OUM)Y)A*7WZz?|4|+d z>;g@lpwAV2Q-RQqe>}S&`n;!q=%Rr8HU?9a1 z{|ee2x(H&^l|}6MDzG!YOE8m~y;szYsGDy4mM`qi5%wA1wJa@cy*rv`w}s~AfS!28 z3tIZpdZrb&#-Fd{&HdS+LeXFJ!p5o=0;(e*F?82a@27Qz%C5GX zG54cICm7hSujAI*bFi*EsK`p{$`fA$}{e$JijZ@cPd5i|s!XE|U#@kjJ4)WE}IR9I< z5=?-vSut`bTscBW=^3kg^ppN>B3{^Gu2cv7vwpAtwQ`1e@O-$DayVJ;%I}%f=P=Op z+s@wSr^jv}6htq`XKAl`&X(fKb_i=JDvp4E0H5z&|8x8~7<2Jc%zeLCRz`NH*Za-^ zp-*3N!*||qu94^!!_}7d{08X6w=D^JVy2xwsM~ix`JU^ISo?uaCvEJJc(22Y!S}*z3HtmVV~M)Sv@ZyxASjT znF`YAN#9n^(+%ZLZSDR4D!JYDbLnTrI!fyR&-zr*m9e-o=rbcAwK#X zS(0TXSnkWFOZOKa);x9-eOaK$L_+UM+2Jk=Dn9bZzht^TolkzKx?iRj9mqpmWJs1? z@UHk!qZ&R>?>STV-;O|0@<#MZ&jY~I$SZHOBS(H3FafYk$;v7fMrF4WWB=q|AVrB! z@;8Cw`e@nqaX>|FtpS#CW&J0^YJHM1sNR_zvabTChMZK@YqCyEqVJ+`Wp)_loZ+4= zMfWV5u3bxvF8bFxQ=IN8u)mK*L3!=R&7+;<|8Q<^KW;kfa|7?U7aSK4#*?P84?@6( zn0QPK_E^{W6|cr;2%Q68KXCm0g?FCL8&y}^E6zRMx~9k=-L}9O)UKQ~>wJQ7)>yHy zjpIyzXaA6=bSV!wN-{>i8;3a8W}E!I_LKNY9K0!19^*Si3Zoe#zc{Ab(M2b52#f10 z?~6^7=R0J9?V9i55xK%}3>@42mF0wy1v7jKy{2*L9J&uK(tuf0Lv*o-Xk>+3trvJk z7BEbk>F3AIrxoGl!q*s8Y)maLc{;qs9T&10XM}EbY_}3rwr(>+K&=JxJ%!A>7O~|7 z{wUIszqpIN@yImxn`kk(2$&}DxQ+laB-XO9YJ(O%!VhRTs}{RmP}`Qx41^a0C|o#G zqM3G?nJTeN-n9wvJ7|RncuRY{MZC-boz?5(d{gC^8J_|IKY{itivQ#PB~lkj*J)V| z%>B#O9r>D62}lvsh~3#HuVF}bMuY16IO~M9qY99O?GyJ4JC>{Nc9{*tCk>>}K6i?O z$hbmeTYLUyLB8_hfpM3!Womg24z)n{cnO>Z@B2%RSEm{!C;{wr`%D($zJ8_`Bw-{B=%m0Me zAnv$HwDxuZnz`*zFS4^Zo2%R78Akv;8pz>}{^B#m5Dp-p4=iT`tXgU<1+!M{EhjtB z{D;bQ+T_i~U_wd*_1#V=TNMPQ7;f)oR8AbhNH?3sQ%KwKJ=(nH;! zNY-CYKTby`tqpu8L+=1nSg0CrkgH_Fh-N4FJ}!FOVL(#r!`H2Q)mg05B zTP{;aJ^3LuYluU?&7Zab2lO-HUAhFs6#*>XF5ZCLf{(`S89N#VbN>@BH8Q(9vSFz0 z;;k&HQC>+lN&Z*`&YIaU@%5O8QBNZxm7%SRvmfcd$&g-4zDI>M3-{+Y^pCEjWs~}E zmnY{?@4484n)||$a=)kfU8XfV`QF$BA#n8EJn{eq6Iji-!)P9h8P6w2(u3L=Kjz3l zw{Z?VxIOX?Ol7QqD?{~7G@benWSEyF&WELdL!|vlmeftmrsOQYGHk zVH+G(v8zZsZW60nzmuTGeZ?ANf6Qj86)cVuMg_@(^y;3L zW0PX*Ew}gi?)1P2kLe;sG969rS&aVOjC^uxNXDD>JWFeUtDjTR<&0wYaaG z)vVR2ojDnu&CQXk-vCLh?YA?}-m#r~y)APXFyDUQH&El=Igs6qD%ZOQuF4&M*>DTc zWAXP*`4qqv>dHBHI;w}OEUSE(VrpO?`)I(nhx@YZUIj}PyK60D7{T1QupmL{mIWuw zE8ZmQ*S~VKgILlJED`h@=EcwxsMHHfN_ttU91~4@)8s`ZihTBE@rw^2({6<2Ms&#Q z4ath(=He>9*MhqDJacV(q0HLSP50mT&Vj*T`JZV zR*9e~t);TErm{tQp5%Sep8fVsf z{(8OW3W=}EHR?gM4Qy!5zZ=i4 zv1F=&^Q7>&*VHcMuIRGR=z*Q098pplyXZG93t`Qh7U|=_1HXl9TAX+cjX~M=+NtZk z$40m3V>9C#BFL=-5wpfyjr|v;Ae%R)Zjarc58=j?Z*ySFckPz|uxi1J$G$hatR zAU~d7hvsv`mF=u9Bfj8-yVeRsT?M(P(LMT1^Eo`5XFf-0AW006|B5vI79-grQsu{H zBaM2DC97(`Z*u>Olvztv+gy<4$gGvVbAPh~3_RVk#l|K~L)aObWYF237qFuWt_idY zI=Iy>?h`sJZ(F(eL$l0|W;HePt5EOcy7>PMT3^VIo5*D=cMmH0cAhYiw(eD{zGDrK z4O@(E#igBoQ)Mt99Z2N6fbq#z{%6l|}3U@A`G-Ueub> zgb&YO(jsrtR4mD6Xg?Njg>4i{BEbmJ(qx&yfL)g)x$($|D*lg!5=QNt=5&+9kB6I< z-TwxE4ZJao%}+F%_K?wT#fnBhlPI*1#Bke);=SMka?EkTOm>o_;9|pq+ML6a0{N(R z73^qPlriF=7v}iq?@xSAFM~J6N`ZZXc!Hv-xu5XQ#j5D61Z0-G9)OuEj+^*8yTseG znm<`~{V_p>>|^3N6f^1IW+vD=Ce&l~YCrbiUTCR8M?T?=JI0*~pTvVVlZXYJ6I&@X z3m=GzE>@I}!j+RRuBIK=u-M1eRo{+N2?D_1N z`_aJ#SFz;i?0+IRUv0K&T?W=jE5yS}WWjyp z$BNpeF5Q{tqIX(Q<1&4HMw0N zc1R<-*5$`Igj?7$pk?xT60hz_4(|E~me*ZCU#z~i^_!Tp%4w!Ez4!(M69fT4g)+S& z#^3O$jo(bX-^L%i@7)|QGAy;i;_o1RzaPuKLyN5zCNx_RRpXFerx5`~Yu`~(#Z7xC>I}_U3}f_rEFbqh#;6>lJp%ND zA(l*b5@?&b=#Mokq7`kz%3_nZs9Nl)VDD_v2^WMaf9cS1lDrzFhUw8F650iw(!=j>vID8WdTHwk)x#<)hIWcW&;F?U! zW0`Eq>9H<;LP@b7yi>U|mGye8^uyYh4bPsorkiEeBmSCm54@gaeYq`Pol$k;Q2gI( z5cu|Y#aK9x-Xyr zdbzU716sa27=rvwoKas2;05>;%&s`RZ)neat857@#eo`wFX)o$m7)-{`I_^jZL}WZ zP)RqYZ;|am-Cw~b-Wvd4MTPed^?I_Oj0D%v+8AuvqCrhx^5qB}!dJC8pW?{4+Gp{X z5f9>z^L?;uSEx{IsMgu`=$v=yd&chGJsvK?hF)RHr}wRz?BE=mTGP?BdY}}bWyIeN z(&HDk=CG>}wx4x;_N>oG&Ea$2*(<8@f{$43APVV~DXkxs79R zujBmSA{@?P#tMNz9w&cS>|3=@(GLC>1$k9hhFxve&hYg;&i5-tPCXD5d?KHjn+l5e zcqS3XnhwBW-e`0}n{sCDiTx9;#L>Yh_Tw!^rk+4C47YV&A2XX*wCV49T!iU2kE#gl zX@_CL_wf!AeU(+Qb=~nR7w1T=E>vaKLj;aA_8@JCm1A8ee%0dhho((Zup3Kpiu zUmQ9TX*|NFe;Bg33XlbY2EqYs&lIxC^O7vtBC80g3gYu~f+lQa;=rKOIp%&_cTB1C zG*JyCncrH9tV!TJUi^^2;d!TtlwV!}%L*@3DQr4w76(>#)R=tF16y^M*JI^ zrQmRh_{=%xo*M{kDksFp;?2iZ_OSB+dugoB{Qv~^QRPiVnf}cILjF0dE8!Zc0HIPZ zNvKCdt4bSItit&*ncE;+A!e0}`i}(GVZJ`cB+HVYY~9u5OYyKt)0%fCAt~aqd3j?;`O5V45yH=N%w6(CF`oXp!E`AIk#hvJix*$+hD+mA zxn-Sv%DN(G`5d3?#+^r87BFw}5As@r{d7J6kL?9cTe$(&$QQy*?enR6#;S| zkz3K)zpU?v^JXG0GwpND0N`t(sO8rb@1eow<@;VO?yfzgmMdPKcgZ!MNwVaXVhU+` zhI<(yRqxtj263H|@3D|s=gwDsV!2SICS6^Rce~I(+NSY?0JMXYIE!U|mh&{Z#$i@H zJ8o!{-c%NTpxJTrQdTj3+_A6>tpKS#LRM}c8FWOl3^ut_N4QggD~w3|0-=z`aNg=B z6xAx;-0IW5Io%p^sYWq_VMC*yq0OG5EuSIaCfh=88)dUHAyeQK@Me=^dr>W9G8a-& z;IYiFEn<08cU0qv!Bm;%lw^2tz4zL_(yX$S4 zUr5mvs2(zad3!wCgBEvlxh@VN29A)C=Qd}N_(60b4XntLI4Af!%u$dYxgEGp?k&v4 zp4+s9%<&4qC^xSS$5~&Ao71jpe5MoGXaWtm4YXPw_Z>r(hXNW^94o5sjs@p|f%k>z zMo0CV2(Vz-L?Qo&wkmhTi5~EZ_6;dk*~BwY4$$V`1SR6Ioo|B3u^zW-&Y)XXS8hR`KPhxl`;% z(?(}1%5t9p*SUr%j#oBMcA_?@xhy;;ZUH zvMppL6%EEpZQ4g-NSgGc6mo5OEvf+AiB{w9rl>cb+k{q|R&&}LvGSDYMto#7CuY+{{zlDH4%cq zQR%k7*}ZhKLdp8Y)jJF2g<4vN^wEUrt~+lUZG6<8pKgBtGfhb*BRH@BzDM4|*9*4l z@1^?gS)0)7uJ$bSOlx!CE5cin+ z)crc8A9wxSjAD%S7E6O7N^See_I)v)V%w54!Z-O0->NO#&KX9B6?5(XVB3~6DD-kh z<+9W#Y~XjNa6r{WEJbSR+(_2U%zyl{br zwt`VMrd)gp!!-5?>&hRmcYn#3qun(3ZJiWipX}&imD$fnn><|TwZG@%?@%NuevfiB z9nLLBR2dJy%sWb5IS*~AJfZM=<@7aeO8sOv+nOT|fD+_$FlUuh-qZ#pK)xPhd3BI$ zXIUlNF&EKtE`YjViYT~*%7@`MR4W}zBAjL>&0T5y5~}^DueS^-EPMnU`JWvd>J-`b zE1wjYExv)@@E&#t2Og#kA|QpARxwhP;&9&=fhNOQXWOR_8yoJs@k$hO8c!_b4S}~1 z%23nt4jx7_X)Udm@ktz6fwF*_wxqMt-^A&D!5}5@a-)P+39|GR*$=g?y`^e2(p*ry z;&X93euHQ{l&pQ}qe{jSRIZr#1Z((?#5E~^I>jC~Al!gEI7ftng>uOpM{q0{Zeu(g z{5LOUeN?h=>6Y{?OMbx@um`JhILM~`&AWp8g1GQ?n1j;bQm%sE(CS?Zvd~z?*3t1T ztS;`K_O*+tWvAD^959c0xBBEP8nzO|ygKL-NGG0o2#vUz(S)ZqUgQMRf`I1A3L;+8 zCLZDPY~P-MtPr#8Xvy`I_oC+;`iGTm*FD#W`nvp+OHf;?b<+^WANg-3$OKEw5P9S+l z!P)?X_3iWR`(Vczw5@AuLTqi^G+idQxLiPJ!3NHQIrXfgF@DuR=TE9+>>m3m1@#DuXjE~ z^d~I3Nk`R(sBSCH4`@riV|-tHptE-Hqjv4z@kW$?)peh7D%9`@pR>Xvjkv44^?&ie zq=U)tSa&;5dtWfG^Ho@Dv$04TCd@7x|I7!rF$Xkk-jWXuj4O^H-|OR)due28X&^4- zh^f-bGD)?s*7hY$Vf{qE(lcuU%!G)6IgN)d-gyPdRF8MUt{O(l#{I2+xG~zfh!=4l zURJ`m6|t4s(0+C=oNQWbnzCNCwgG?KfYeEV=U<-oA2EmiT_iM`Jc0Fa$N_ePHt<=sG#@qH8L{yRA%|Kbo;~rHgaF^GXD; zy_}sPeyASWN1-Dif1vd&s_&{s{)X!-g5PiQbxN<#!G@veW9&R@aYK3XSunwdHQAXn zh`8?zapE=wZ5X7BQd_iB*UQ`&9~@)rrNaKe3F!BZ(%*-VZ8#Vv$8{IwG?!>;jN6=i&bZF1&-}heHxobdi<@z z*0%9jBuuUmdUd64&p<_aoSjyz>;kQMz+H<>2&YE-d`3IL3v;^>X^xVXRHxdf13#}s zobHo6ribBe=%U-M^5Q@(_%hU<0oz^S|9%r3HDza9iEy#=I*{L=Rmj6BEXTem=cZWW zH|I}MgAVbuqnd23d1F2i4S6xS#_XKah?*4m`6~eH#drH=E}RzmYg?(yYEQz( z)0c${&f6yg$gh608u3gs#!$B@oqZf7ADP8}W-@Wv!tiZXMyI&Bfje~r&rB}Jo72w2 z)t1x77bEqzC$4*YEOs2D`b&kTwHSrWns^k=0GfU$!?r|*Q2w8cOk^}x?Dem4#^E1k09{PWMHqacFR_8 zzW8-%df2v0W_;hTZta9_o5uKgSE#579jkmC;20#ywN7BP`jVvy0G@+PlR17x^j~ppI$9Zs##EmN$-bX)MS$k;2>J;`FMn9#bwl~AU$pM_8OP#{Ciy$? zR@Rpi@9GMBMHt_HgcO?=GZo8TiXt)1N)UhiBZwrTApH%%38WgJWhPr&j=b1sbn;ih zS@26xf7Ih)rPFUJD<6Jsqe*~Voo_}_IvD2ieJh6NSZ1G-b8*ESq zvw|}%TG$(2Bkg)`5Y{uml8U%X@Tkouv8jG;(UPwroG5 zv!uaodrO+v36BFDTWAO!aePJCT;D8K?JJ9W2X%_)D@7h%h+7-cC~i(I1Fa2&o3nox ze2sevgKgyg2?n3~m;5)y;VpRoh+0C6h2zXs9;C!bY=2cgb&`G4i+`}M^1=?V z)#&kCrm;$vD(V&7voMxpX-eFsZQzZf?ze!$?PKH0!N>-FiDZ z+?u!fcf`2>*p17%{v>9!|A=M=Ewx3mjj>{3HDYmf1cbH&$t@91!LTNi1zFc^FeS{y zm%X;H$k%5DfFZu*hPtxw{cvssrHCF3xWV4!cVAjBX08;U>>K|$%vu_tMMP|>vDE|6 z&>^(+df(;f;~Q!c76VrS`X-LA(0;$muG25{q4o2-FHm*Uw;G1-9c$^^jB-5G$okpG zMZvIUM51@^JAz54?l@894J$ZH`z=JOMwp4!im57UdIC(e;+TI?0vBWVw6}rF0?J+*B+~W}YQ~*%xbn%Bp zpL3Ci7Q{b0U9Xc$n7Y8YIPtNC;r={Hr}&F~J1wE&*QHqti?MrRk8s4nx8E|3&THPr zlJ(?E1ePPDJJx7dUCFAvg2NFvuLwbw^60l3PJDj@%is$aAK`Zff{b#P*(1`ef` zx7R1}4o3obM`qI2zu$y`ywV)(D~NX@RQm{HC78w$$g8YcU((eX{#9NNbTPuBr961V>(N79hjuR6 zLnq^Q?>eG(b)U!Kgfj`3V-~#Mp7lu4?F+aZb$Fl6`;>Ec-7mHx zCUC1GIDysV9z_}c22KV~sC=y%ooG`|$WK1-CccZ?nbi8$s>(cVp-GKD1?f8wSk#O<~+9>hxTWL^BUE!@eP_5`)|B>wK)km=3G zJ3f?fFdDeelN3aT`s{1H7Sy`@1gx+{ZGd`P*cDT>df zn&9{$=em5l>xUeH>{nm@=88`Y;^pse-HsROkZbXjab^0kbcq-BWX+!d@ZL;R#IT93 z8e-P%&x?nDbg>#^2gI4q8gNGxl@jIpo1;!r+u6l+F>+j{IYBaMj#ku7rqq0u$f2#> zv;Gt4Q6HQB-61RWdvT!VDr!&ctv}rd*4tzi=2cFPNo7Rs5~pbhTZ7L_Bo_KpK86={ zyS{*(M*jN`QtP+aW#0X1ZRKisj_G=Rc{z>R7sc1aO zaCQpyJf`qt`iu%I&#gAfPk8!#X1@fiKNyi*-jb45>fnbwea+EHsCw|g9yu$IpI(RD zm9Or(P>H7RO{&XQ6SW6LpQ_ZZk-i`eIBX!kItX+Mzw(O2IawfIvVK^6;@O!#oa>&X z&-^h!o7*K0(usZL7RpOGA7VY~GSb%eMsOlK_bk$SP{xVVc191FvYuNGdXN&5agyz; zzTRT^aJDWp^@cIGrH6iUZviIYghJO6Xr~S=78KatMmcdZQwO?BsJEqK#hdW-Z|tIO z@cBxxHLv_MEsgHDMx50|ha7bWH~j!qOE~`!%Nl4C|0EmEkG>XI52i;w=XhLb>86yq zt;-u|Q_3+4K{r+V(4ixx7LoF!(JK|<$vxY4w{V@3Nl_Ikwz&=ogd%ukdb!E4$>&HN zddBmWI>leJXZ}|`dMzdvs5AO&ws4A|r6iWz$%0m&eNg0X+UabxLf`MVX4}!Wxy-_s zDJ;1);l<}GzE13qlE{+*SsUL_7U~Rk@koV+sm7knkO|JZDT6Xw#! zHCkJQAlpG@X+&E>Ec2r_@t2x@ef#rNK=Rw#a^9%`kxWJq>)=m}`-rv_Sf&)FPS+_E z$s0gBS3_O9O^SEM%TmG=v;H)zFZDYu>ZH+x#pYL6@_#*FY527mD@j(An-s|zly#Lb z+$hTOlY-*}uEuKN@;6}B*z0?x&JO=6=iJHfQ0iOLm30wlehU#K1c8u+2nu*7bD zK9fb8E#o~O?A_DZ{Af!)OmqbSxm>ts%WFh*_B}Iwm2i^YY+NtYOv*Bocan7Crk`GH ze8Rf;9oJaML6^r-?%}C%!BGD7k?BJ&j!v=O%mK#|#Ki!I)YuSZDEGQk+>KW(>(SW* z(D*|iJiMT>DQ|{Ln9ob7!W=yPR9_jVkW*CNj>yqRrL>f#uSX-H966WVsv_RiPm@{r zjUxuE6RYikg)1{j^J^35ji)4j- zZ@$=LH6nl|U`wce{oi!P&_@>d5!(^Z^yo3v+Tt-sZ{?zu28Tt}09-_rAq_?mXw47r zA(OAqw3-sNz1HlFw%?lZP94USiTBY&(D2nLydop0 zCbN`fJyX^dF8UkFHYzZ6jEF*geTnUf+ytr07col?!ttA=QyWFk03S_Tfeu!=ONBej zdF|M4J(zfWYZ-*k|4AOSB$#YjjufL4!8@O#$#OlRY#(fc$?ZQu;FPJrJ%!GTL4XTU zhPi1e(fhF%KjL!NcY@b~B{c5ph%n?hQk7oZq=d|M7AF_Bqune?0JAuhYJlVGKj_1B zmml!c^FmuF+wb&RO{ZiD_5X;?zb|PTa?QjyYRBCX$qNSE#uHN$=cRsD!N36SG#ipU)r=Q2E$S|jZxyRDRU@82SgW1cL~Rvg`aWs(T`p$WcZA?t{MN0cyUS#` zo!3V18x;J)NpBdY%7b%=9L z%jqO!caqeL)vV{BqwO**%2-rhMaAtZ}ybS^jO+ z6K=-2WxYBrjQ2n!0|PSsoY9Hv=IAq~IUAN;PnzNOh1X1@OKauJCsFWhS&1j7PkN4p zaXDiOEm7v_)?vN7DYdM!?}PIHj>N088lSio+X3B%3A`@?W0kw$Ha_#YA#pk)z1HPm z6h3Us#c)P`id)_0R4@~I5*QwzNT#3g@R@f4OG+)Fa8DMXB5?)qW*6GKyVZaB^M1T& z6HU=S7+yVPgYRmd-F+$;3=auX`m|g9Y^IAYln=4FdandiY(-!O?{X_AYbhxVmXftZ zIH(Srje)R49}Rt0D``%I%po`t#cnAkkcF=aB*e&(heHd}sf8`ck_tF8fE*{*>$=)B*}(cxc#ty90UX zfnO*r;WlqxWi}Us&E}V_w3&cLgshs!6hyMVdbB+hqWQ9I3AUD^n(-agYo5n~;pbR_ zB5#;#Yc$&q!L}>yvtgsKn;Ip@3h~lon)14OIE%LroDt5JH5#5EMlc^6>FIyyxjjYa+aKZuSuAs!~dZ-$Ak>8gypJ+zR; zPDOZm4aLQ|ZCEf~+E$bfd%u`VYIx-1p?Qp~mv&57c*0Q{It%>GQXh&(EGsoj?$$Q}$$CQA!0exYwcl`5Aj(2xw*384Sa2Iz7YvfBS&_x=+Vt;8hOwyy1 zR&jGN^vt2M2380woW2PsN{%%ZGrT13v?M3jOa}q=OQc?cp|~mTJq2MNWp_rH$i#V~ zU-xL%swGGk@tlHi+JaknW#--8i-JisnYAmQH`9P=aA-=Cn%PFN7dDV2V#zoqM0&$f z*nNOLIBCI`2#sY3Tbf~=S^IOzE%wSMcNj7XfFXb|q6*F*FbO-Iy%4!hO8g(hU~JA4 zCaTbd7;tkuWtgqvu+xB?tY8+kIul?=WcaYIXHk?0I>jRnxN0C$M8w;^R_W++)}mmC zl<&7;fhUZ+n!B0TmpMmd<2ofxC4lV-z~sM1FC;fPWu=g1f738KsQw!COuRh-W>vai zC8Us)t0%_P|G&P<`WdoBCumnk*QqMjrJ$d&p8LasK3+>2H3~HEDA`NdS-9^&=!IR8 zd#)K}g-E)-KilYY;&#ye(vTY+==&$rI*x8=xbJ4a(2MVsiv z{K2AaVQfn|D(zQAYVDp!5JRo%Tmrymv8ukpqJ5Yq_0Qj#x<+|p{SB5W^0GUn){7I8 z8Ul~1M-QM;mNjGOdZa zIQFoYb5!0+iK-6blNB73p5 zJyqwzF8e_D%V)_Kt?3t@)$d!J=-cF!&0KK_T3nZ6bKRr{_Semjv9>42`&C94$9v?{_hCXbiko<2RGYLxzFOtn#r(QUi^7P4Ce{OyqNRvvAS9hXMRI%JgWI7d0}7GW)LtXD8`CeVqN*&%2f{e|BkCevY;dP1BBO zw@q@q>~Gq>%UoBe;&zq2Up#I=P(!YORX%ilJ^T;5)wE4_zreLuzg{1`ykv22YW?)x zSfO{k@BEfj%{PS)cK~P+YhAP4Y-MRi&Vr5>!?ZXj;^SY$B|NCT5u%+n+y*EXj$c?d zG>o~;xn@M;+_P(66j~xutpKjnvzzbUm@JhfE*-kJ7yz@#Q?%?3^aLQfJImLxAZu3j zBQ2l=yJHf;#b5=^i}S|Kg(FEt0!&7lb%EIfoAmuR^&*1DptB7LiCTHL2kQr78PsA_ zjz}xRbB`IaXIyK=kZC>gi+1o%{E2H@0fvtuz`J#Sg-O;YZoJ3wXG^$N!qPh}RB46t zor^d3wMzqk@7U~gQ>)5NA%h~iipHQ`Po=*ECEz8`kUc*L7|JDbrzZb*anie*V z^Uiz!~<3ID74NYvQSrkTWtvTgl9TRq;Zn{#D_YdN-6 zoS9Q&E6vUBV6-G^3~oLK$r9~K$>9SBdS_jEjSL>_?ggfko9N^^Xyf_#X+mfTn)awx zF~a{oKu>b?vvL!a9wcxUtOZHVedjk{9~cXOD*b{+6|Er<65m=I%zHCkS?$wbOG>F; zIGwSJfl4%#XS&i40!JsT)kK-hqb;Pb$P|0`b!b(~**rr*!qbc)#!_$wbHE$`roHKM z;k$HoDH%)VZ(zVLbj^{o6sT-bjf2oD+s|`!)-_(a1{N=8);6M^NPWbcz{=&rP}TOS zvU`jrne!YVFBY`^-eI%eFClaT2fCVnJKUo^1>~kll%(hI{c~M1c640shGv3-MjhfV z0M*9?ucf7jWZC>sqAWCUC3?D&?BvC}@!RT6xOcz5{nGGAQGPKz{O|`}d$&t4oEv>y zb?JrICIIJ0h}y8989HtT7LRP?)P3@+!u4N|{t3$!5E2q~a_(G^5T~#IiOC-u*;-PY zTT9z_@2F{18g>t^8+Ssn>!b?*SrYNCoyDstH~bPA%714gqwFWlFBXs*_C;xD^EpJ> zDYq3ENI_hvny)|}rZ5V<%wgqOB%=Q_bsAC_X9gPrTRJ{aDt z&&y2w2{o2Eqb4gh<%4`i1@6Lx4jsFP<%Oh9TZZg8$%VBJnAi>-T?}zT^=jDLtqF8~ z0B+?N-L%B&9<%dB8i}?e$Fyd$)&d~NvZa#L?BBx~^^n9w2;UzMX$6w+&@e3ZTdD9o zV}O9lvG@E}CZet>vCBhqNd#woM3gS7UEe)l{X9wuU%% zZ31o{mkSvSK13Pk>`(m!vgYt_;cS?B`VUNh@zx*WXa8ttF=VlOQnbt2zAxtf;+lNr z_-SEw(4@As9bP5}z=D&%)c|=;O6UEuY9H~2xS8eW+ktlynR@+B-eS6rGcOtCj#q2c zBKjBY1_zBn2lCYK)cY9r8|bGKe==Va`;ICACWP)|>YbBkP|laHKwamMwLRbyg@6myd~#K?`9fUATc)RR+yz+U_9z*lz{KD2BdH-F-*eEBfrD9WQa`NqUvu=0Qj zuspDEcG3oi2DXujGNzyOOb}hapFHh6XGdHJgs)B8V$~g~29yv6rTxC7d(@f_ z#nq~;qZn0Qg<=#W$P5BfR+a+~%0X1?q6Gy_v^SR+3gqrpzQlEAICT?ZmSd>!g(bQIlMYKf4JjJ325_ z!T+7nZW}SuoW_~@jjzp-ZA)POI-^04byi+C`kmlJ_nEUQII^JgshN$F-TpsZRXdP7Qq?f|H5FF))(b5J2I z(x?x##4c#YQxhkqW}RF zh(v7(Ydma;86=m4hbhgIzenL&Db4?JY$qnHq}+|Jkp0@4&IW?(CP%Zz9ahxcgMt7j z&dn1lQ^|@d z<&m=yVopv}sJHRZL&HjcmQuQNY2?3VRd+G-c}kPy!_v>B(3;q2%>^;`HjDki34{00 zL%K;XDJl8h8N8n0Cjx?>{v-V&Wpg0;c?+FY|e<(FvR7sy*fq zOFe_3^xxlCA)cCgSC+%WWtoOiyHA28bJfxlEb8$f%^O0e@toagPo2@~?|XTp)b8Ac zwox2B(N9NnJN6G#KWZhIPE--v#@2$Br&-PS$43rN?!VW#Edi9-URX1E$N-&^(gYQ^ zafk~_kFSqO$QZk&eNp%o&wRF&=ER%n2B4d}<%QHyL%H67)l6SL8gg9&TD_-JRKS*D z<6SMXwZELSJ;J>*21paBlT(Bl**%KO{wVh5J!B#qN}T?21t!rfKkBblRE{e;r=BYW zxy#!h6O!Yzpt$6C6aGBj`APCUZf&Xb+QG(s@529>+xITu51!dQP(~@|Z`2+>zF^0W zZ&e4k684|N!jMhStmpYe&0A*Gc_b9LD*%0eH)rpn`~=PEk+WYM1}v!rv$_uc+}W-o zP7mKySn|W&pUaGMX=S~~gUnC^p=Q`ZY3JB57AZ&jvo0g@lYP3=B|SbtSj~O+s9Ed+ zRsuJ0_Jh?YXRP1Y9jFmp`&g*F7LW6!g2okrJ&27w{J+fd z6r|Z{(a(%>okQ1iVj7=j6&ek!6bHF{cIJI-l=}>a;|e+?@+WAo zlAE%sBeecXf6VI|pXnm2A{4Mo8ppxwzrScPeDUsA6B8e|g_hflrlI6q<5g;Az{lSGhgzkGQ=YGrKip70ve`2b`~+y4k5Yqn=os3%imy$|J{;D* zHT0rZ`rmf`?3V;R^$qO&{abxboPNMvH2(0@nm>FW65Jfww~P$V2gkkN(AQfJ@60oa z*kIpQ+o5zgbzgU?&^wZ7a^iQ`*?Q7r;Sw>h$+d=VixMCrJ7aZBbf@Um9kRp+u@B{y zMzZ+)5%p-VCeb|}cfZK)MI>ltG$$c^8jij%8Cu(Z{9{e<9x~Hv#_EmPqx*7O?fHT> z(Ie*!QVM++0^KeqyxO;%I}(iUtt0e)TgDyaEax|ywXcooJY%HW010<`9u~dNZ=v=Y z|7g#}?#(V=ZqApuWs0=N-H9^P!NwfWrO3@W&FXulWd{jc${C+~uREvYU!m_6cAZ%9 zc%;nBZYKDa33imVA1fsR5Pi~j8!S{y=f!B)cm}06BnWulfj0D##jcSGOi-?QqWh8R ziHgqTWlVkw=x;V`{quh~7F;7R;z(A)fl}VJpN0kS!25}c`-h}amSVjEr@o%ZUA&Te zbdJ*{>n*C5n{n~sAL=a~alGs;^T+!_ARowtXL$?u_d$bNH^wY#3b$YUaPgAeP@@0$ z$rAez(1-dHMJG+5KMHGmKp(CfWPTeB`5pbS7r;(*1U&1OKm$20%MYC+MPX*lQf9ly zSHGy&J2D2>2hQ|uLs?i-rnwmn%f~I{0k5#meJX06S`NO~dwcZYT6Na*$ek>^H294dbJ<_u zu>InYuPzsA)aQRgg2JzzlT>E9_$qy-{0vlGufyL~h@wyjEY0A1=%C3lvhhlR7q)u5 zfq3_Bm2kQGXV}2fNP=%|2ql5#|GnCk|I2ly$Y^!syASiSVs{jv(&;0`?)D3s(Jb@K zGVg#aup}X(_2(IB3VhP#LlN(`Z@JCP`*cxEE(#x82BFk|z?zqXE4-mw$nr!Y0;RO=r*kInOs$GZ_Ih_M!YMIMm2OLFVNbA z#JiU(Bev8OV}{O9llp=Y%RZ)!lf7EVp6faQb{c@=jV~tNO}2BLf5qUuXTk=VlI1Lt zd<5`Qo|>={$W)eu24U2hI&HwENBN5UM&tV^Tho`O#JkJ7DW*h@&*+?Y_gk;ZLXgLj zkn-!-`dEM_^`>D}sxX`wy)Xt@EF&4)vvI+o1RiX3ChjG@d-!aHmA&#-Ig^k@Z=jERVTAWjW8gEQIQcFL3$M1dm(* zv}bkm9R4~M>e4BA$m@5B*Gu3ychVTW6y8NOYEl#y6dsM)zMZ{}&uvxC< zBo{cfcjzeiNi0!g_x*PO#8T9oCx>T$^9LgiS%P9W;yYiZG5x`C>e0p#<7Upc7v-d8 zeFrS;s@c@P@>j-k8>Yy+J8h!^xsDc`nqak_{8oB@-3yYte!=7Iz4UW;2pVo}|MHvv z!V7-E_Q${dPSd=rze$g=P_zPc&bR$w2?$K1+0>IYqT=~h-l7TXI7|8R)Z%J*x+rK1 zn{r+_fNND=wn^p$@fwJ1FM&2b+TmZ`tu2hOwPyWo7Ls$F@#iUf|L780IZOBm8i}6R(u-k8315F$Ixn~L>FGgU{JfftQ8FP|S9iRgX*+g=;rX_Cex zkwye3u!)l+CKVI4l~x8y_A#J)mj=KJ-y=TNmXBL(Affo)nzDi5jcGV!TIO>oZdMBn z4`X>KT<{{}l!U7u;MKl$1a}bHn`)4>|S%r~Y5CF`2{&-Xv zlY|;t>wz3I1WVo;_ROt|*DDAnPG4efHdouOESNARdaE->({nHMo@yo`&*?SptKsa65Af7Prp%JLBAQg;5Rch{ zllNvQdtLz>S2_!ccWFS`mcQ_R!^fpe?q>K-P+*qvuF z@%d0I9JP^Gyi0*OpxL?>$TFX=?dwU{ML+_RF{m#HpV7h_8UUpkpT&f7{lTl6g`xeM z&%1+vG6uh6t2(s>A6c;+Xqm$B%0Ng{04c9}{fJ9PbJ4HCoTD=28d}H+we?F4oAt`4 zlKz*bTD7*fif$a@=@;k_7q-mK6b9f5$JJBIk-m#1T`zzaUI;eg?V=Vc$C`=LA4u}0 zZ(}YrJ(CMR$~8ZGM=LyHyK=WB3J zs~7qP-u60Zak9TnIHYm}!q2-Hb@yDWx2R~1Pi2*x@O0wzvg-;iCm%k`yS$=2xoE7R z4<#Fvb*9vxfgG{))>^Sf!dbTl68nPbI98r3y}1`ndq`t@18;juY^2CdvY4_w;@ucG zx!PKa{LCwXLl@;=0~Cw<8&Ta2i6V7Upbl690k0Msx@WBXNoYd;${;n!&MeB6>@h() z=SLE!mWgiVHIYVE*QfE0PY6daN%xAC02 z5zIg7P98)(B95>a#{zg$B~LO(VMNqkOUkJZ0MP$Ejl}UH=Z`uO zm;9b!hzx`W)25x~J!|m>L!2%kiE@@^x75f_1ZhgLMnECWt(iOUEuW~^X9@C|#prVk z6Vx^)NbHkoI5D2)vLgAfxL0hzNZ7>OTHtp*QgSt9#p)aAdT;0xU{`6hOT3*K5`Q6+ z3bJg+>l8#Xi$f!sWy6tVkx7YvP;4e&WH}R>o}wxK{lDa4L7WRYN|i?SJCKRaW9uWs zM~#q>93R0%ja&|hNBu7>s)jJcqB?3&J|w%p)i2?q+OC8g`&$`kx1y@*bm4b3;A9AbA5Grh_pcy1ajYf`d0ZAj}5S# z?Hv;3`?ekx7Og2?$(o1TUS3txffK7&ILARBg(HU#BwY=~z&g=wT_LX!T=JI4Hy$Ol?rh8x6AWRn_cv%Wu*U~vOTpQP&lduFMr#{%n%%@2 z(6=!#NytyFk2suk6?enKof00kEz`q^bw&>@jc#*-{;dAd2fuYId;rfPTdax?;CUWR zyn@A#4OwGHjDdc zSO4qRrc<{QD_hT$@*d6OLNf)jj!cdp61RCa6w9|V#oF#aU%A7qsR5XvYj(-u?w1_a z`DJIxo)ps-QG1N|LhiP-TcLJYSg~5DH$eZddOh)NVQ<&&rCq1-_3H7lj_dpZ6i#vx!x0s8XZe=0qgtC^(TK6mPh2;@iv8@4epd9EG#ov%*j=X4dTIo`r|4wrb2bS(6?QWuVE% zeavFi=f^z{51O5fP;n&7E5TU31YLANXn=3<<6hCV>7 zdK=-yS=`3VK<_>@LvSK+Nky;Adha()j84^|GSlZ2Pa!18C*1zQ`U6 zeAADiDU_!f^f0LQi@igHd`|&}k@qY7S+}@WgFND$3IW}(bl|-cm#4wYEAa#FOSp^$ zZ!BUSR1^(HUZL^msH?ob!qpM%8rP72@P;WL#hw?xG?yQy5Rl=`cX!8b72yI@von{L z=am6Z@?Sm1x{4Z~$*(0FoWD_Uqo?zG=4#*pS-4&ewf;ZawZokuGj2HzmrkkM6F9kF z!|ufv+M9KKg|35t`~!C*kbYZc_f6}9?{~-rJu=CoAv^g3c)(%#>J~|e7k0q+JMX8@ zcM5&c_&4@$JwQvDy)-5MP9eeD3zttWUpKCOn3B0vc4qmye!}SQqQkII>Sd-!Q<8w; zLx3O{&PJT5O|qfsqS4YTBaZP)TSSXCqME%Cs;0-N#79h9K3ywJaMg6h_cva(P;GLQeCu18&5|gaZ|xwD;;o zfKv8Qig~F~Z}a~~>rG)Z8dRC(cCfO&Gba_luw#D-jm@>efW#-XOnH-br7*Bc~%snV#U56h4x80B|ktcA5`2iQ28@a-^?i% zZ7WjVkwZu+b3Ws-$wNJk^`6(5KSDBNy>V_i_2h$uLlM^3*wE_Vw@%0FY~NLd-x@BPkHKlvDk?QB5Lw-8|nfp+$Dd(TVpCA*yR3dIQ4}7 zPi3;{r5ZM;rvO=Gzp9T)xoql1AKJTq@zRdS; zlwI6;7)#nmKP3w}iM9*mSWPCRYnHU|?ed(ZFr0T0VXDbW)AJ?$ z?Z6u>BQz z7bD)9KVlOV>obpY!-++{@DTLnSn)mpW)BlL{kO~MZgn{0_j!f7s!)pvvOO|3xb7-V0F1^zbpFNAT7q{ zausgXFIq*-t%V1L^852>bzbCo9FF4VT->MKHkz7}6z^D$>j}14?$46CiI9fNed*Fh z*I~oalI}<+Sr1MnKIZ3v!%0$HL@{7EJEtD0FA=p3YN3649+Nz_l>*VTk&xv9LyzT1 zQ`y!eAighOwT^+Z+s9ThR#-X9(0}ZK$Sh6J1jo(|nZIN5I}~zNJN!7Es94xO9mWdZ zc^bW5wA!k9jyRir?Z~dfFrvbbwHnH52w*ip|5ECSRpwFjE#?BOexZiaO-NMfCNOmC z@-tl7X}$Ajxx0J;Vv)|9uZT2nu-i&7JX@P2A;{k;2gE zU|oib39d-&rGID!J-qa`Ls4XO$H+?;(csbPRrqwwRwm>>w&BBISH$bGoOagr!*N+l zl+94pljEEt8fW7H*(FcxQ=$fTLhf|E++l3vr(;zzU%q{^_Fvbm6y{bjM&tN-UnIC4 zUvkFSs)$mseEf;VU-+tEl0GyjK@k}{iKuH1;!9^nqH*)$x|wJbnVuM8Q7lcb<*P;;1hCUX`W6HH&Kzz_b!9!>zf+c-{6$3Oec4N8&p6g zu86exmQnc&$Nb!I^HaFCnjH5eeZoQD(8TwQ6}^FQ89g7cP!<4m77e;XF$6!4l|H6& z8N#Bu&V0v;R^?Zh^rx)+>hnpWVK7t>(>eQ@IT_Z{Ot|w=2YXyyUV_UBD6RE`YWC=O z9|k)zr`Laj=%q-SB0#Bxnf>^YoZO`%pw5?6SVt?(^9HPRdi23Tz zr#x0myv-Yp-P6q}=ZA2)g(EKjU^b41uK-bE%DC`o{?W_tZND3+n!-x zY5kNyM$6$c*6p^q{S(!)N%y=O17Rv}N+8W`xp72YLq zimpSs|Jq>@5f#QV)t%}hF4x=#WV*uabWTgG>ggoWKgsjRsusq;+dtgM)!MgBz31EO z)^LK?O{dM(a}1YlEXI&;TNqArYx`F3wXASDT2@%ETc(d`PL_ZfH2&ohVXs`(QFiUe z+i0FY_Q$)UPLouRcP`SWJONjPoRv#Pu#hVv&5)9%nE_P`>V$@!D2Hf$5&X{;cmge| zfB_Pmjeo65PW%J;b2_Q>50NCY4O=2J{9DJOfpaqcU=&B?2?@}ewoji4VA1ray3%Lf zKHwSX`E5n(IY@|#+P|pVOGOdWZ+0jR%5oy6sn1;G4)5UaNusahHi+lwDbid~3$5JE z=$SfmDGn^3zkG!gT~cmFTxmz}FYfwa1-fVYTCyCVyF z@W{xUfV=RUw1eNsZ|?o%gnEifqe}bbKYOOBDK~kKhdqabDH$u6eS9@J>qocA2!tg` zNz%A4(fVT5xxGh$TVLh4dA)^n_bhEcUx@T{%joCQB=@E_5mE0GZ}MWm(X+H3KG@;| z)iz3Fk4%$$iK4;qgKz#vl!=esRAL^Wd{#?I4V7IYe!3>=nNV;bLGLeG z{kP9E@T5`XW&OK{EDJ>L8LzjHFFXqUbkw#tV#@SU)78K4jqI_1cKATyNaXiDSHt|a z3~h{*tbUhxsGA}7aE4$NKoIbdF3{=wJMAO(3>3Sw6FxZ#f$}%g*`sDNOO*0I)TWrW zM?O*c2C&U@;;MRj)PfoJWwUu4NXwKQZVkTt*kkt@#qN)7TWi#lOFo1R@kXJA+aj~= z$Oms+I5}^%BKyd>cG#HWd-+lS$K%SD1L9HNxKpb{vWJl~#gjS_A*~Bqix*wKQadw< z=6;5CINd&B%&lm>ey;7#?T7U(j^lrD3(Vuh#kxs-Ev|2&YHLh%RpMJ+%MM&C6(uL;&^X1;hB1 zG-S4U^K;nx3th^{XY~u0TFno~1f-{IU9t=J=&5e6+O*b*=-( ziTx;RW~?zg|J?D9?b?R&9g}YW2N!eLulzDM$=jYv{|amKHE-pzIj%U>UmolA=?9Ha z#!}A{-*ve=vkCXOZgGCY>k0c``2C?e`63Un0cE}I-i}Yd_Jm^)Ua#6(%0GklNI?5Q z5y^uL@1>*0oGs-G854!$((BIRzyAQ{?S}0oxe4DA9>4e1B}*gz=AT&B*DrT8bJH93 zd&ueCI%iadQ10O0*_@JB8mr0*k2olQ6X_DXd48-rZssuHj@K)2;eo{_5=Mx)a_Vhh z8qg1V_(R=${R(|y!J_ZsCjx%fjQvAiW)AfFg`)pJ?N|ENJl2o_H0KTI16u152eKp6 z#vTiq+ZH?={&vT(gSfbCP`OVf_Vk42@lDz#19d|BglW$7sm5rcOmaU{JXe%T-*>$Z zmrko)oGl!IIwt&Gm{RPIpVlwmaV;0pA~)c2d|07+aTZ$zdMJ&f;c@T&ohHGH$WvG9 zRTV*~cN@_c#y>l3ozsv0!n}m~h=)7sQb?E&sS31y4Wj07gfeLJtrF^nFh{@Jrmr44 zfzh_PqCSMmAl^{l^J>f#J5-qDdu4}{h5h3B8&^(5c3E=`9GKqXEEB1#+v1mh0W}c^ z--ZuPs@>R>$0_>#or!UI$bT+e*asd zqo+1sy7SB#`^Gx;Jc|uR&;JJzn8H-OR|;iE@c8t_#t?D*v_T&x29n z#yXn^_;-v6xW6_>T8aLQ!x6PHpD5*fe`+zjD+#!E32%?1j-7X<#^oJtxH#yeKxVl% z|F=LN1A@^2V1)d$!&1T)C0Qt&8&L-@SVb||V+~FX1nJeAzbHNQe+CR+2yhH`aNFRV z;O=xSkr9ri)HZHYht|&h7r{^@<<}-JBs>+!OJ)PVg#fp0S1TFI26fo1A9Kf{s;yIz z8tdwOB~#-t=dKp}i+rZk=FkL4M+n4f?lj>pLvbNb+T~UZ!^ZtAw{)HZ7HE7&-x%?F zb(GAdknK?M?r-Y;h9n!PQndjJugnPJs zjmysI=!RzW&7O5&WyMaRL()%)w^*}(=leV%TylL|{&a*~Q0qZ-pxxALwQkK-+I{4$ zn&8ABa6->RI{g#XbsPj%34T}FLVOBsrHfm*$vJRuu~CLCSjFic1oUkIw!0Mv3&zTm z8iI9}=T5SbM2#M4?;En@?oU{X+sd(}z6`Y_;UiB1|4Em{VX#Z?|46nRX;-CyH4qf{S78r)A5GsO-xsV!;P!zkCVHiq`?VO?r!rmfTzyN2c`0$_ zNu2bmd%}S?u&i{sCN&`)xl!z}PFe1{@+Y?_OJmo8+0u$K03w|D@j8v02UGW8Acr5h zDGO$v@bNET_E4zdR`SJqr?JoNEMWxy>fyKpr5Z_7fwv|Rpkluiw!zh|H1_EW$vITX z?_XZd7DdTE^EO?Jf+HxJh7e5peTWsk5fF9~6X*imPR|-DK37o|w0z=K_ywV?pD`_q z;;W(;C{Nuh+nIAE-AwTe-4s$;j(1!v$t}@bYOJ>(Sb6JlEz_jn@gnG!nIa_7puTGg{wmz`3FwPE%+ zu?Erv=&PYb=mFKp!fnV<0H(HQ?cf@s)g*ivPyQS_c)Ysr5c+jI*bLxN;P%^kJdgJ;RL68D%qxPZVaa z!t;p8yjt3`wAjvi_2DH#mrH~6NFn_0R}meDt_G%>fiy`5fYrS+btV?%G6yHF;QAOV zEB2}5kRkyMnuiR}pKDWE@s#(p>2AYG>N}1c*jYPD$-D=pUSh+B zjNMjSw)m}U3p_TmZss5#J`ls7b)*^gL%qf0>hVorI4=N}u=fo+CwUH-gb<}49QB^J z^P#T#S&t-9r@a2}Q#=}>P=eTs@R3lQ0S_%ne%q(VUfTQ3i8y`yBuq37fJrQ;VyZ_3 zRSRZ|KPje@F0ZKF8^Ehur+{Fw>;c7tw3(+K9B$q^C3!#6R6;>z^C?rA zBA-iU^8=m;yl1VW2zpZ)+3b~P*)xG#O?*~=UxkUhS+U{&ut ztgapu15;KyN=UgN!r}!&Li4b2A$kYH*H`$SnJG}Kz)Ac zAx!Kk)90mFI1FCzBDpzUrBl}it7;Z+0K=DjP$SRlhtB55^i<#|%uU4UP^4lI?_OsC zG-;j>F{#fWy`P+_MD}ku%<`l)ss&ADzo^{ z(9wzs%Blxm(hkSCuVS?5%{h>iTo0<$ztJ0?D7O= zZ7=izMS15P#pCM1Ra0N3#o6EulUAub^uPJu^Lw*c?ROM_N6Eej&4iCEs5R3p1J()8 z$0FvE^hwB?Mft@gwF{PzNwz@Dt$mycKO%X4ANV?1t^%=m*|((EcOh^A0QznSWNct( zn@8F}_iiSUW>|ER%4~zxHg~s@7yFIlpL?lzj|Li~S4>w+1Tl7(j+q*y0Cd1QUq|eV zM2{MHM__Q|PQbSP>LaN7&C0^Z7GNd9#Wnjm%&G^uuCZ#jMmK+XW86z!zm0LP#|pP` zLr#WOzr+=r(IbQaVE3(@3?z{Y4q z*`O19B^Io_QpQ6<_)vR`WP|kr}Gy29H;YWLj4j16DD zqK_9Kvqbw`OZEkT34(yqVNkOsrfpk4BtV~ci|hPZ$+)u+0z)o@;E{Q*+xlS)HM=hrb)uJ&!%b;Tp5bI&p53ITbOResp>z0#15`2DXoPn_jLdQ8 ztT;jinM>5TCsfxctlcgL2*+ef&LypqF0xP;-J=@Wn&C?RzA=KWub>sA{=)x%1mDQO z#Lmv{@0Ez&&CwP6DvX~;Ac9=qlJ>8h`0(?sasgTKbJuqJYh>fXsDS-NpSACQ|Ngel zU~iVo1x>nf5MIwx9RD+QR8XCyZtfMxsTyS;V1U<%0g4ho?nqu9Gr^gaIL7QkUF*^( zw~8$8|N5U!({Iw#giWC4n2G)Gt~k1{6yc+Zf2Mpxeg8%36ip;@5$cU^IP^m73I@mef5wNTl&vGrp~Thf=)J z-w34F1QxGPFZ}7Q(yEud9=AKXsJNGoRepY(YqZ_=84!!vD?pyRs+RSV%E3r)$vejJJY(x#NFRPqEB62>q55y&Nsbe-b%M1E4T-o zC&q0+B{xve9RoY@ocHgp%@x^i@-u~ZjaFg5=bck#Jc^lh+A*7~66|2Z z4Ae(^g2~2W3V=JCm%e`s`BUhr((vjw9wQ{jRC&f%;v;=$_(DvHMgtz zl5^}S%7zEXPmk_Rs6(@wTknpJ!?rzDD@?5i5OZfZ>I?f9wrG(dtjYOL)l+8EhM4!T z6q}LwufKgaS%Q-;RwMWB!<+!@mZcd!X|u6bfcvGkx?#uoYrDiZY?qa~9`wMA0Kg6d z7e;C)opMLwHmyah^mUE5YQZP4--)_oL z*j}EH50G-|(j~F9n!ZbfjAgkWe{t{Jx>>07*Lf2@D~L$mjjpMF_aTz9CHxjBd9ocPIPMd@bB|~jBs5-=O0($ zDgC_Ys^F@|s`KS_?4;sV&NOoD!IIXG^2Pl2%(1>L>nG>a-L$Qnv}x?7C`IDjyRcCK z=|95nv*m7;6WW}nE-dF2CMm=&6E=SY)YQyb`1I&Ce{>p6X}lM#87FES5sb7P??bY_ znocM`Nq5sI18~Wu40L+Cfx&{kKt8Wl@+bdsb-7}qEydgQcNVU61@p(OI9f$8T{Gu> z>3O?dWtYayrkwKdvMOfVqi^IVV-Q@T)A-?Sc>-OHNYkMl-;G?D%w0sCe*# zW{gu+m?mkNhL|t$8!obw&b@D`lPFd?`opQmR&+Cg$EKl34m>;?(ch|wKRs@TtJGIi zhRp4CHF9cW?gp$wKG8C#^|Wim9$H^ad(Tku5b3d<+jKcD9NIiSLMQ!u?gGEANqBr3 zt|Qms=IhdDZ>dstC4nZIcemp=6s^@&)6a$-o7M~hvkgk3vXFLiVqu)vkxuQ7hB4Fp z7}~3V7c)%_JzM2MyS|I<>8++>Y;RCp8t4;Q~5J}%In42P&B8Cull%+1}{c5j=Hm} zs~6tI(*4Joy4X~yB01r2HqA(|syp1=Cm*?mF-PjRVGkq|HcX@cO-Pk;{}eeMP6wU| zg6N|;-ty#g*~(jwn4tHn$C^ZYHmMaI9M{z=y zra3?p_n;i0I8XtR{p0(ePkC^2b91lHbzSe*>nV7TtQTHjAEjc#TfMU0I!9E->>R5- z%0_=i<^bma%Tmual-8&&%84(W6QzZAK(tmlFFOd$L36JSvxyTpGV1*-{4ktuAW>^ZIxHvntnaZ@r^>{Hmo*zMNl0bYU z9Z|s2RV`Da)Jj_CN|OHdtqG;!m5UVYPs$bWS!ih5pIYMFc*dfZn;z9i#6yfj-PDW5~W3F}!Fs8#Ub`>Xd|^_xXEsUp%1o z5r9+<^mPLumc6<#=Q<-=GG~NeT{nfU^ne=c+yG6+H~^6xR?`$Q)&Q-SXZPy+Nh6%5 z95%sSEvOFmuQnQt+JWt(1kl-LvoE$zv=e;6pGMBpc}v6UCU9-`Y_c+O#~4&bI4gsD z>c?Y=D|~n)jejEQel-7iZ`=+{a5VZ;f27elV7vn9zLx5kQPR-hJsdO;tvV6sDkDd` zzT7)An1*U~^EqvXb?uulLH?B!(6h{VFg))g^Iti4Vb(#jv0H;rmUa+c*X`f1gEyjU zzcOx)f=*F8_XxM_kbKNW*kNJlgG5#};1Er28tc9XATjRH;urCsZ7nmEF|Fga_={&# zM@AI_s31SutxBzt+mt$bKsCxYfC#(}1ymSy0k`M$9Kc0yxg?9d?n{TuQG1La8Qi6u1$8*Sa)gg+u7PA zx&Pg~;88P?z$>4i=jocKe^dV5Ixxq>QK&ZU9zav*0n)@HU-MjrcoO{5S-1sCa-2e& zpJ_L6s{ z#D69G_Uyk~vI`HRkOP{i>M>`LrX{ezVUfenozF9#-)AxT?V-fJ1UX1PZbytwoeUH@cSX?UlOdRfS z!5;_z@Vja+`s4Ztp7CZjZvG7`jVQX1LIm2zful^FC!OaS!U{Bav7Fxo#Ikdm#O|as z$zCK`&_Gq?iKRAHp-%%-1X|hmgQJX`HIGW%jXK5J5-(7kLSfoBm^SLsn|IU6BB2su z4p5A6@lj`V0p5d-2)*ym1_Vm3cAteFC5|2I)cBXP+jc7wl0pOIzF}qbS-i(wL2R9J zWL&W;tKft5;%a24Y*McSTSH8pj3TVr9ROIF38m3b7PdGVl8_52=-<5>LM=bT|GFht z{d~xuYha8~FYU+<1;m!FAF%EdnKAcfJL4AXg9h67fvr1p!5cX|j2NHqM+h~xn7)e4Ex zTA|t@XCs-=uLx*G{~Lf~Rgw+sgF&0N@f5c_ia)oXV#_t1#xO-DOL7Vl-&gmieS)WJ z*7Bq2k#CXG3NfflAUWMR4TX4E#XL82CE3k?}*~>$5k6MrOF>&8G|<>FlYS*V%nh@BR5*Dj7{m zpG}7kyWam{!kD}K1oE1yH$pVq)cgMG&0()s2lN_0mmc%+aL~&R{&Dk?6Oz)&-jw+u z;TRI4aGrgd26uRv)hB%-n1AsjA>&BGN?D)!QOsEIxa~SMF}AtA`b-kN=VjD`wr4wL z;JT*MIa-bAi;cHUb)Z2_i_Ytg^UvPFoa!yDimA(8El}r&@m9@V`s4%+RjjemM%xzH zc5@&r6D7Kue~muse2-4XeITb+O&|hXKShfE?)5<1=j@o&C$cB2KI8ACHk2V}-p57} z4NS0%88fxtxUE3aVMaU4Ch!DK1;yv-e(OlZzt8WU$?r&iyqJnlC?GEL7s z=chDpzJ0N->(N8JO8P0a)ej$Ev0w=J)j49(M0Qo8NN=8+IFv4ZbdA8s?RptrbgSg* zZ?k|k#Qu=m>ZrAE3LtN_u_aE?CA`uIHyyWMYW_R93m{KetkpJoA??mf4-#fB2yXff z99p|F2Q%dbB}}^C72g@?#Ci?Zk4c+9BGjHPr-)Wz&yMayy%Dh6g2pa`R5gksi@m_N<)XAV7B-?UswK?og<=w-62m&S z@za}{UbbdiF--Wv95yzgN_D&76h?Z%NA#UlirQim`VchbwA%Z z-3}U9#4YeHz{JN%wc$yh3IEmtZ}#UH?zLi9el%@WO?XLPHKLymwy>$JJxC5kB-IL? zI()ou*9<4TB5zgjYr77_<#Z zNvf*ZRA8B{YZ&HOXytZ-Ww_cn;fbsGbsDRpi=X$k_ErQr&VM?{Z|L-#ia)!&-HAKV zO%|jdn)to=yesAGQTP1C5`Vw3N8!jB-wEpsN@pkM@13WIQ8FI3?`%T>fBwpfPJK4cx##oy2O zeb<%4@D1!gxA9^Ne|R(g!w9{-)rwaipRc)nV4Ki!2)vg=JBY43W_T|&(!q6RpxYBF zBd|}`(I@?uU5`)S^H=`Ign#9N{*U~Loz3HG!g^{>Iq<}X)OshJtdeRYV`{(?bFnM& z@5=e3DdGR=gI7MeQYQma?N$aLa?6YVuD0VUpHi0N3$5=tJ2Qc?Es2Vz*Bd}PTHpTz zJ;}|xWEW~5=cD87azg^MXR7?&>KxP!$BJ&X>%Rz|VILE$I{8N0 zEGe~CkftXGUB0Cb~%0b4U-eRM1pA^hzepFa_PNtTs2_$T;9EuSsxr|A2GkNj=B zb3=H({lNjuK6^PzQL}bCy1bTuc3;8%uwkP@29I*XsF>cf3nrGuTMi6KFBE4($bz9q z%tz<=00*t_GZaf$8oF;b;nqX;*dvKvGDQ2!y_R%7Yd;l zKsoK`olSWcCt)`f5Cz_moLGqUNQ5N@plxd#5hNx2}Kft+%yWByn{ zc5Uk;HNNXi-6H~`ti->=;gn- z;vJg_xp?T?B%=hD$HMF>=KLwLO@fvaH$9_W7{C++h*atb`8u+IKl_Bp%Bc{HAU|f( z_gMpDd`S*iSVB@c;|PQ;%CD86Mj z9O)U!qo8jwpk2HZ9-%UXcPcRIu2FAYyqM`z%!E+cFd!VIJmevp8p@Oz3Gztcl|~S> zo0}$`S84-c-=G$r_`pgC$yYo5s}H|zRNFsTg`*09powV&^xxD%$Y?Dkvd8(ZNTsAU zuVo&RnUWa31n5|6K7>)_)mtQVJM6|__cC5{hC72hQm;?X_#Cn6UbBNx;s{E(C(|1U zxu;1VCYoCo>stt@n}sd$%;vDjr6mshp2@CIm^(bu-F>Go9nG5y0=UeGj!7hkLX^zHj=Ys# zm=*-yha<{%H~HI7=cdISU-*22VcxO&aCGEl)H&WTKJQ%yy}fzIdeC`^mrS(Gi1V8{ z@d5PT`mmZ4msY z4@+%kJ=EaB+iI&Sb%3YbO^tpPspE z@wZ&`7VMhZVXFJiCM7cp?z=n$QAHx4>p>xaU)A8m-22$FV7co?G5w4?GdArL8tPwB z4i&X`seSQX{E#);fzyV?8z-1{7l?QGJ%HtwZEeiA*FH8R=0?VDN87z=EuM+E@sXhd zu~yB}hlD7Wywho8UUd^mjsyY>j+}-U&-f_YB!&r zve-;O!X1ip@n*Z%v-w89kBy-L#s!)3=3!1;f=M*brhT^l4${CE3s(wy!!kJ8$|nV+j%#X6=)+c`OL0DaEhB2{ilDS5s2;zzrh#~+EqI=3_l_9NBtgz|`h zWay7JIxO!Fchr21xP7W#7rqj+qF5}r8M*QEPpr)Wiu`CsH_hgESoR$@Z+GZx)j;5T zMeMpjxQmniLUZaFcQClU+WBK^E$pLYP^md$$HZWS5^0+14q(<9tuvF*iwl>j`H0b_ zF2;>~rTzyyt+BaLz+@8TuZg^!>6Ern;pvdW2LlWDX{R`>gQ>!qyOS0#w-h?@itW-J z8&B25l+dDFf~ExVFv55DNbOGdse| z^St{FVf)tA)dK-aL*UNqp!*g25H!RMblBPZJEU`VU@@F?l-c;eb~9Dqw|KLB_m;)k zQD5V9wtlgU+7NiKsnAh!JOlTGO7UY}qD~eZ3{QP#cVpd^8uca-dgBxJ2v=&t%{&|k z|8WdlycvC&OmU1W-YmSlVOAh?TnQLVkWKJ_3Pe|&ai-6>e?r)|+@!c@dDz>yoH>Xa zpfF+j;kpe3ap&nrqNyB-{x;64Js|iaI!p`G_fFoikH#Oh!CCg{Q}*`fg^Q)wgK@F# zA&OYao_fMV2-tHH=TxYQpj>C(IT3P8HPA4DxpZm`@!%t)Bx|%lGZ3W2)ksUOsr>;q zk5I*vJocDl5&dEEP0CzRt^=C>7N@cLqXP~Rq76g3J6PVKt$Q@_rScv(pp^ri{xgj) zTB`P&<3_IIWiup8(Y#yKHo=|9t%%V7(i>WwL>4S98?B|tBjr*Qx+Q*)M)pN}--P@#St?(AX?bV|XZ4G@#6AZ_z{448%j-84v z4$TN1m~ytb^va;3jA+d!QQF@w`7t2?u`=P9t_@{~9o zH*8?>fFyjuGxBaY0Bi^wyI|Sm&R5t}@1&%M$#4q7SA}uKWJ_mZgrl4cr*> z=)~KdHIdwYXFu01#s{TD@`+m8$ag$?7bbFR z9i3+DmMY?>1`)nIs@!e%Ig@b&h<`ZOx{?Tg9%~fjyRG>gZrEI3_6nUb3q(wU+B@sK z0g`b9NR$mGE3AzUHa{sO#PHj>`o5k^RrBUC(|@AwjQ*(BhEDu=H@Bi1tk~# z8c(n%%m%PmIAgJ%A6yR^Q4G&Pujs;aBOi`ETqWe7;y4Ohq#(kw|3ge}rNVoP_gsWp zh37%iywKU&Fep;J;Yp$X78TRC;C#<|>w}ZAgDj z2VAf*3oId5_v*ehfxl?fxAoMcAU7sG3VDo*`%7KnkrxBFaZaE9_V)I;0WtG>~^qJ--5uSvPUdkT`sKsi0gcsZ+FRro=3g8WP3Yxxe2_HTV z=9-Z)!(b3sNAM%fRz<6O`ul z9cw8Dle^H?_EQ&{Sn1z|gf9KfpcU(rt_c53zSg|N8TOd?@+R1Y6wApv>&a9~Yc#n4 zO$m|S?-Sm_S=>Z_Z=~gMczx+1`@B(={AZl?-8D9CO|5+qO?}n{3)TcLX&SrZ*lcY6 z_Tv>xezUmch#Q}&sb%GZ%4`hmHCaE6?^X_ACBD4h1cUgU&L-X%ip-@H6qaC&rvy1Q zHEC8hJ^-NBojoR z&3h7=ZN;uC<9jk$>}oX^S^-?N_a!zu1S1XiVb#>1TMlzECYvdJir9`?Y`>Bamuy(YNgGo~~R`SjyA;PH-gI6)R|Q zdCpVP>qs9ax<>~-m6aiUBRDVkai1>U&1O?hb04^1vDay!5|%c5<^(r(Mnz{_~6lNJ_p=!yb1gL?&n)&B4KcUu$gt^mL8E}|5-j>3ROZuPfwcB_nPpu5%W95(q|ZK zTU5=^h!In_tMRX&H0Zg)Y|j4o_?kh=(#wE?5r^rr;l&B$D!i5Z-*l9NpgTfb-_|tt zt4Y0A*RLk{nnjneyC?nA<(}48B~}}W5$C6C%|Ea%AScQV)w%j}leIq@EEWM>R(CT{ z(|+Q=zkjRrWUAvIRA5_6Sr)JgFx(v26@{5%5PwI&nQQ__Z%(vU52Vc?S+^|GP<3Xm z?7yB!Mn8ZF%-XQ(xG?TSGjrD>Y@#ZU_xYR!%_E!FCzTskpUYpn`KhLIFeVmQqT z)u}6jyUk639=z1g=fI#1K`LiJU$Cl#-mHi~mjZw{2$Vi4gDHvSPp6k4#^jODT5zmu zaRr`CiVauqy+YJuH2Se^8se)5Q&@fIift_Eg(Mhj0{%iAW#n%cF#cWF?7fb& zexxOzi;Ec^JkOPMh(x(1#E>qu<`Za|gr5g|(W}@Mxd0a|encWio1Ss%zO4c_rha|o z^QXd(vISwY0tejRbmcj3RJ$$UEXBE(byk}jbKikUF@Eh)X`)@wbCj{ir8R5+59k5F zYpyg6h>`{1FS_uJ)L!`>kOBbL#rAaGZtYeD`_O34A}DSS+|?*UZDi)QC^;~*(^}3)?HEvbl4AK|>nL~c`UKQo_F+Wzfmc}Vh(e85An;R}iR9#q zxw0Gf8~X3DxFgpARmwl3o<+%3ybsQLDR&)IRi`Onn3P-3T6MI#=eT?59u0Vl)XPv8R}Rw zv8)TVwh(p#SwlyBr~q@*rfEmTMNLiAHEWmFp?!~QsBV<}UtuS?^DD}k;v zZfH-%s{f*CIL9VS^4ysOMqz_^e=g#Y_Dm?U1)wDkRuKiy1GUA!wxL6#`Tug%y1YNA z|Fr#3Nn(C*@L4J?Y#KJjr}1x41l2GJbMaJHqq!r0qmPQKiirM?e9pO1F09t3hgke1rLjtqIosdM?n>u_UD)~~;`tBo znkM`1w;?XAM${C(^N zj?HO;^ETp;909b{aK(YCzA{wTDkV)?$8u0zjoY=vz9mqbhG6HVl6S(D@>J_Z-7fEC zzk;VX!@45x!;oZ!$CCL&{>Q#ZB+kc2?I)$?8tIfb$;*YI<^o!wOPU+6hKUsx zE2p?&3fvfuLRZwY-fXS!w81D|D9Mf+310erQat2}jyw!D;_bHz<6Q5otVVQcG~Tuo zKIe$*Q<489W17C(a@|QpNh{QarmfA0!wf^Qydj#1<1zB5c0t@xgvL+8Q8ax#Os^Gn#2&sxsSsRPrXaqGiM*Kvp5(X`Rqw8Zjd3fk zHgjmXpDg{#31yy{6Tn^|EclKslN}v~J$qM9UTn>ca`{+#ZGY3rP*7M7rI~xeFU3JH zJVoF86TEts7})~&3D6cRn(z{-B`#2v9B@}yl@9O5ds69(b82O`SvRT!xhPVLU z_)lFOWDHVw{{)v-jD+&`=j=^Gd=C{{_>fe*a2>0JQEQ`{_ zeXiwfPefsm??ZJ)ej1U~J0OSPfaY3!4*s+%Y2Ui!O>%^09@3u^-8k}-*L!{T^bnxr zyVnPnYjyT@Zl3y2D?|+n7l1h`eprLb4G>dI0qiO%U%Qn;A*{;A1Bk%J5$o0whQqY8 zs-pz(e>tK4U!H`n71Q$7^Gw&^p~XxkE6vAB-3L7ff4=%J|L5j!_WlPCzr7lKFpNs8 z3VI%^-S@=P^~%*V*5*{5$Id@fbQ_%^hW~Ts+DcIMn?ekU)w3jyz!FJWFArPkT5uhg zg|ohoCAWXsO+lCS%(b2@`F}#SwqHO+yP9)YhIGdKyvkpz{!mar@UKEnX$N~7jyd*E zT*GW~IYabiSeCj?!Y2otxbGtf9W?|L1*~#hb#n820%Swth)Bm46VgE)2u2+s&NO$0J3e^LHLi?3d{&w7TQ@Y9R?Aq`c;?mXnVi zQ&YDIpZ^Uima0(ep4pySkjYlhitcZ0y%7ZdYE&;TJ2W2A_WetOas=&_gX!W9ZD+a@aSY=%UM~!p=gWazHH!`ik$pi*I;S(Rjd#@sD`|OpH9Kh&EIA z8?<>1yq3tr)IW_{>Y*qM;TyWS&1Pe{^@#@6VdZ!x@*T==ps;Ou)4-G=!Y*A##E zw8FA8l*XRi9?gyUL;fvxo&0karm*ux=VZ9SP}HUTDVvD|ZBfa+w4PFjcH|o?%aL~3~4>-E*VUHt!8oazs}FPR3z37dC!!l1`_TH#pE*KbR~){?Xe5NT)IWga2qR#?Eq#IZ zi@JYU`=bf5(JIK4Ez_pv1W~ZPhfh2-bG11QZy=TI6|0o+@(TK(9x(Pu7BEzgT(bbp z#3E-Agts;j;cwN@kphW$XpFxApF81Cc3gp+)ej5J&?0aCqre>A?vrTEn48Kn0=F6x>ajMBmjmPmTTo`lZfQa+;TRvz#FU9v=XN!yW`Yj+DB5Y z+l!hl1*&mCM}DYAQ?hPw$jx1x;2E`fm^dddGCttnT07(ZG1Nat#hNZ47P8*LX+aZ z&tjN`@mG~{zWvYm5v+B`P$rl?5PJ4GB`LxvJPl*lh0f@Q97J9zuDRIDa99v&13{UM zs&!$2r%%b4Lz*CaJ10K>ADHBLw?3exusCV~!pvS?mT_t|IB#kZ3->vTXPGDbDKB^J z>s<44e(MYYZiK-wLQ8b`HXqR9az6jqNQvx!!n$a~A;7$6z#BP2w~Z@$g>Lk|5Gh22 zQASuKHpRz0`*k4$SB^HxU9v^24F4z&aZ89ILHP!MrPD06!x5%SB7$gPC7<=feGIl~3{l;L$QfT3+ZVN;{A0dxa zo=++kS;tw^jZ=%GY~pO87ooT)yg6O})Wi+KJbAPK z3H_lJ1)Ic38t?3AZ~Z!^WpEy+H^-~5Wmg(tp$W1$evJFVU6qikVx!_sjz9BLE(5QP zH={OZGDx$_trh#k)ku2WJf}iqs%92bJe}brv(HI*f09zU!&nGEX@liEz0vS(!gqP4 zFIyO%CnZjEPJY0LMF^)IsFSq$D{94@VM-oxriBZxvhhH%3C*oT??@J))=n=wx$wNf z=xNclOxnJUQZ)!Sk+&(nWy@1@SAd{sj1|$*OW@tpn>hv~*Q3*a%^Wbp6^ELSPG}rI z=&XZ`_>!j}tA%g(Hu5*xzh2+z$d|+vB4nu=+*}_`=G4t7o>ppaLMU+6FNvKB@Q#ac z0~BcainKTs)SE}!uj>n83*rex1>R<%?j=&{bqk2#>Sn3XPmp_AqT9m%zN-eC--7$q zl)muzSd+_oJx;c<6brkg4WCb|`3{Bh=wzKj$lTfSJaGKR?}2tD)C57151L;Qv6U%+ z**+tuf^VH^ltTjZ;XFX99zJB68~~2Yn^@-{Y{f3`@QONXhVfIY0TCt^1lD{);EgM;27`o66( zQgk*)=aIb=B5*(MrZ^Trp`{?xuE?F}H$S+w4Xf@P(>w`1f}Ih?d_`$dF$N%73e+7} zS{tYTcTGnY2osRlxV8E+)wdZtI3@iPjl{Gi#{&4C#+tN7Obo{Gyz+j< ze%6ODVpS%?c8CquH_`tZK#hu0;TfHm;6%b6F}_%3w%nVdooxutBe1OMi)caZwFShewn=o`WWuz2?bQ{DVhJ3($Pdhgin+eN0q;58hRV!Grh^tf=lY+8i?G@LU-56 z$kqb(CThZq_AYMwTv&ge6!4xH_lEXvI%?z4dg6vNgz+0NFme%&1z9>_!I2X^utwZ1 zp4b9y8E1&mBeHcX!L3~)U#ga}J7ur#AjK(t=seY`;k+Ni9D;syXx%QJpItbms@!ko)#Xc^T>M@S8i*R z+KY4Kf0>twsJs(D;0-j*lL8GL`LAU=V78w0vr~n7kt$I^Vh$`387W(syodyWO|k(^ z#SC^vXDP27LwKuorre>Yi!=TzBI)N)R(fB$0XA4=O!S`)ty0GZoUnm}u(FFe;Yh!T zAk7@3y5lVK^u^Enk^bsqz6a+cM;y)dN3O|1tOF?s8^_Y-l=OlTo8p+1_K6cFtxt=A z1r@1V>VN#-lY5a-UGrLz{B>yaB(5d^-*U3 zM{jeU*Mj|rM(BlDUB!!r>dF1&m#VqVR7(bbSty&{(-YcJczg_qM&Y4`y?#LDt2MoY zh&G=G-dh*;segwn_Jmg6!q>o-l0AYG^tFs^>I)f44?4*QS9C;Lu)g?wwBPKUnU7>52tEl4G z?}h7L{D<>dK{~eB>an-pt`y>xtH{84{`cVy_lfZO%Yg8kE#IV%T_|oX#nmmk4=Yi|?u6@qadq^I6lsCUwj6w!}oV@WMx_3+4UG zy%o9x`0x+2nO5&?)mEeYxCWfGZkbhyxc1Jf^AM#jDKR@~<-clbtP9gWyW$q+!!L1qZsxcEE+0!(S|nYh z-ajb3ti#H%gWWta7-X^@ua?b9ybL3S4y&~;2fxoC@hm$d+bv>&Z|sSsA0=)ZW?4~J zoIp1Q+T4h^3(za?@MYgNYI-9gOV5Nw#v zY)uXVPH88J{6cC@Gt-==ZXO)D6xw*wm~^{?@1ckfw}Ckh_*2G-{Q(PcbXD%Av)nkzl<$SKH>lsXqR&5@T1~Y5p#JuYS)~zsrn4mBf1$YBm;ck%NT{hu((CGhK#W_Yc*#i*P4*K-74QS4naTYVaWgC z6xW!qn~i?*VOyEoy=q6 zv7yb>3XvBVypu2%T_L;#cD{5Q>eO*~$HJ_Rb&HF4c7K5ZsrC7)VJ$_48L`6$x<7E$ z=K%;pjL5R}(M=uM&Yq=JeCzwN>VW-=&eB^rp9!Aa;5;=IJ-x&0l@Spj%bqaF(FmIaVP!2M6G2xBvl)b;V7$D@e16ytn4tQL zOwV-&a{ps-?bb;v8?4?YX=JRWDch12X71rMU;Vk3o%A!Q+*&l{DRvqX{z=64duml$ z4zfV`{KxJv9ua$xU_h&)R{=hRT!j#&X|<7W3~)79fm%=Lsl^;lyeUm>C_B}fJ*1z% z=#~klh7Mbpc``1-B;HBvp?jJTq^dh(oXk1#K^lOVF6+V@kSb;a4XMAqkpQ5D{c&e=I@|V}ggZt8GT^^1Gm5hx48jJ^JHU7ejQqZm3*_nOVu27f6Zld~Jp-@y z1Ac=^%d}3&o$br#UqCR8x-A^xq@}!fG4!fa{y@i%!GA4Xcq=P39BC66$>_zzGt9!D zU&kgNFY-Iz%o%wV%ZvauX8&{D2ha8zIr1-hZ3Z|`j}OSL{D>*X1cRr?-^IAVfJeJ6 zbbj1W=BL&3nkO`B3b9F}Ilm1sX!!}nJ z!TA>#LjDk2|1qUkdo|G%dg%GpodeLA^2lGyXte{dzooK)+HNB!{_S|o3(GuqF+JJ< zs(#5gPLZX)5cRy4*KYvhy|5SqWno;MylTTz8;HuW;cGRB(n7XGlP zY)pif=jSG2=m$rMIZgaZiyONgIm{Jlo{; zGFbH;qhk)W8~ypY;B*nriT~^1#-~i=>sN6lvJyfoce}v#G#X%?X9~!`KOj#l7O(2{ zEWjbW=6N!`N1y6I6$kA=ZDmGaFAzbxP|t;PNo-iUG>Zz$GR57B#dw5F50OPkGnBH~ z$jw1gKt6xuh~VD-kSe_tBw2J<6XoM9L+WI6^Bt(I&Qy^X7yy3@ws@PdpBkhqvo8Y! z9Rcc#Wmob8l&q&6r#~0)ubXp~<~zq09H<%-%gc5;-PsmOoeu?1_j0$M5!JXU2j*`; zi@hKiz6yWx5-wq5DM;p4n}`on7ZZ{j2#UO?g1a^$Nx2!t^Z{%a$pA1F9sKky9$(NJ z=Qzb8mdZnwSXTv6`hw|%VB&dvb2%e;X7Y-d_&{ve{wdCK^ICQ*=UdnUD{|u_ZOqQ) zG&;^EuM_l7&2}<<_RnFEi>=%M>%2f@EY69!iYSN4BYWq)okyKBaSW?GMrVFshZ1%E zeXVeivYbJY>{$5lhdBQsX;5|;qim8>uD+9Dw7pz>_Y6=D!$^3$rSLMVX&=sSs~Kx& zJ4)>;ii~U?BvR=+bGla}mC0?zah_)Z2*fm)V=C z?&PrKCa43WcojMFgN2-FJWs^HXnFa(<7i|COY#q0s<%-2oM?Er_29-ed!Jw{cHab9 zG;1!!I6q<#PyN?ubV>h#{j_^g0m1vx`lMzqxhJmF6~f*q>?iXG{YILo0j zwVW7k{GSA!#;tt*)JO(X#2>j0P3%T+`!|IDJYus4`Z+pGJD(Vw8WJ9P`ahm%wrEjS z3jr#Qi>fY)ig)&A6wQCS`H0P^=;!F4gce6t$@44Jb6G>Pkq};%plGQ1{38q}@DcK$ zd*_QHev~eG><#)zZEAUh*>8s9V)1UF3@dVcnRlOAA#J^**!(CY@Y|K#lmsoN9eo5&ozNv%UZVr>rRSDJ;yM>xlC44G4#gB}q_3I&Nx zWsb$)TxJfs($tEkZWQ->D2K?Vn+N8!bGID%VdqeaW(qdfX!7kN(Y6T@Bcbn!1(sNS zrjEZnQoc{lkvn)QN=<3pJLx>{>_Wxfkf+)yH4F8p_)OIe>7NeGot;08rX1KZr^vWg z5&srAv_C`8`3a-JMV&cEQ#F%woYHsX&jqw=cN3iYa<=-T^t90JH!L8mJl~=|nlA@# z#Ci2ME}@C0cP(z369#9F=e2Mz7$tD->M$<92Pj#=bx;@ID+r!%3V#6SyfR6fB~sxN z$;cvUWWW<7s01*Uob80`Z1MjPd%WIb9GqjJ+;ek_R|&G&!^;;aC*~}6OqKS-wmYzU z&KL3D8PEWZw1lQO1^E@;)tJSYHmd1c-;@Ze(AfnWXSDss+2>-XzUZPN{+uz{PGc(d zC`fnUhYJUE^1sN=ynIlWZON;+fx`bU0QDx@{qPIK?qq7xwU8e>)c(G4&i8e| zm&<+Bma6z(*B>lV?~e9A#||G*K5)QTB}Dt^^<&4}{16U16b~rAxce~eE=^@+l07X# zc(8?JR5k-m<`Y+gZkbmGWCy8%nnOhS!8sm8B9e7K$9WYys6Azxr0u*a4S&eDnE)@Q zqoOGA@o#AG(oi{!J|s6U%|tC%hv5`(htJ;ot2fnxwPKAn!CRG4^w6g8L&nR#4I6?# zzx{e|Sg@1V6NQ~r!7FsNRJO?kl)b&6fLp8V7}I8C;rbu8-1?2MUz|$$@vvKTHm|M* z)NA?Tuw1^iQQvb@twT@d)_V7+dQ@^<6-XptTW;&NenF6k7}Z zttWJSeM8!Qo69yej8i#Q;w)o$t&$<;W9ec*4xd76c_`L@NDpPSG2!}wg^voPSt!{2 zSEb*j>xl6-z&tjiN;hzL=8MN~!RBB}UcMD!$_o8!JXYTj7dTZqDy_(=4#r`I+?Gs- z7?O;HKwknB?&mwrD*RwU{qbM#d~@^D7mX_pzi2l5Yho1u=AZiVa`>UcubO3(H|2N#IwJ+%m}-lxU4;pF(h8R6rV{<^t#dts)&f4~fp`@)((=#?&#PLB z97d#A7X*md%d?_h@A~_ye)NC5uy1RCZXN*7ve@DEjNac?Uz~CPtmRvuMy*7)Y%rh3 zp#O;&C7gkfpnh}{yU%V@XOQ9tOn8o1^waVe!lQ+VjOA{1W2)SoKk_pN)ID-}BjnBz zW{CU4;0Z$IBn(M^4aTUKoq@ntu77ye`V8`jXD?NIC*AJEH| zV{qiSqFaiXKh_nyBvVP{7LKE7R?)q@Stlxh{y8;{vv)@S0Z?JYEGXnost!3;OHvcJ z#0{nCn|RT&t%+;ZzQB=*t)tcpH=bV=sup2yg~>M>R&_>SdtM_rtneOwfcC@+LDEl1E%#C9u2chVZ;3HuD;Y8o-q zEA_n7!sCAwtz);k?ktJ@6vdh|w75fZQ6Y27-yM?P=*9=f-6oV(Q;dastYAlpRxR=T zL+L1=;6sj`2U_j!qmMEqT{=<0nZlQ!eGjyzn3K;sZ4Dek8rR3O{i;ZDTT=}>oc&gE zzW*s0-Byc-zx2>QAbsAu*fY$|(xKlew$5>DZXz?IP4o>%*0O6$ z;)NP>#Ed^LeTvtUOzDGbj!{>E7OYKbyiboDoe1MWrF0fE6+I zgk87^{f*9Mr{5M%M9&XPZHE<%PHNyRD51{Q=XOnxE z;+4g5TZbI~4^M9zm1OsZeg7M+EVZ0+Zgxy6OGO3BA)Aay%gof$in}Z=5l4pG%$!oY zGgEUQu~IWLvvP*a0doM&ITdmO0u>Qt9v+_cyzBkI2R?8u)^+WD?Y+E4VlRw_zo~~5<_9m4`TrMS z5#3ez^%GR9n^HQ4V|!- zMtoDD>_xVa9dYwTq2itUG@wi z+Bh2;Ui8}^Ct#JjZJ{mv0h<&KY6$8|5kmtKTHZ|a6Ok}{VZzH&#y=ok^=B~XI>Pf^ zVoW-^u>;sLjKY*Hh1X^hebwqJ+0Gx>CL@gVJW(Qh@)k83e%s%fm&IaGItMH}#DhOE zuBfVP-v59~K> z@r(^AoH0g?xtMxQ>uV8XhQQHY4>c1C%>ssFeMdR(RkwI9%#vIkHd0%FP7--IFcdX9 z7;YXqQRLJPXe@}1M)K;NED(h5r^H^MwRiNbCI8!IJ%tog`kDsZ>V+UsVYcZ=349BV zRRNCsJ!;--G}F`4TbCPqf=r@X$|~!SoclP*n`O%srSLE$1;B^V&{dirq=Z*80!x7| zVqjPexL8-zI~Aa_-!OpcP>ktiIsM!TPb|lFx(~!wCa*|=9(69iYc(9nGt=n=(Fu){bFS`*~`LFyx2dBU^r ztA7V9)1noGDU@F^c2A{MI*d90rFCqATG?`&U+3z##u!o~#ePY6ak7B^uAW1=L_sVn zn{|XG8!Tm;X5!U{I8yRzGK(L=^Jikzrx@A{$)FB+C12wI;zyYtuq=I{EtqjH6|u1) z+4i9-k)ClxKou+a!{G$=x)x2%HEKixW`CZPF34o_JwIDUGkKnw53yV`JHI#!W~RbXTY7w z96HgyBerS8>Ekhu6?~_JW}ynv|Djywt3Vs{F!vbiGeQSx-PAuInvlw zq&RFHReX)(GNfALphNF*R~a8hn(tczoG*l;+0Sg)`3za(4DE&f{fjQL>X|FbQGUSjf*v4+AC#rr?kasqD)789Cep= z5rrGC)={neoZZMtq7GqOg)r-E2`6qpQTxTrma?>)A>_Wz3-3Z5wN(+3BDb=sjH;f~Z|kdz7QkL-rrBPT znn#korm8FCkC@x=b+_q*y~u)mefJWM;^8w+@5sdTEy@LSE===7eeWlF2eSC{5Xu<@Bde{*+Z+6P$p z;d_JRfnWzEAlNlsG&u96!Obcu&YrJK39S^woVBS4z&vvNa3`rPnBL`g$uRz7sK5PX znfQFSF4y(k$*+ef51}7IjZOy5RFa&%w97QW2=k|Lf!qbHSN*O}1pqy^*GH85=g~9UszV(mj|Zb25ur~A!K~#qsdzKQ z%duVervbsp@DzG+;Jdd6`_H0S9nXIs1cmBO#S!--Jz|zpwtA%;7jBZ=nfIG7srS5U zr_bFGuJiDl@`RB@2V(a7i>p87GG_Vy0I`VCygLVck3q z_2(0uXN9)K6v>+C*4%()tbU~SgjlVk#NRlsV<6mDP+<+$hwRJ)UX+F1VMlV0zi`+D zW}Q^dYyv!RkPQ|Qnrfk-e)%>*X<1qBSClFMz|wb1Jj^p(P_F6J5fApoxc(|=4%!+U zbAOmn+;kFtP%mdMTHJyWy*C5LO(1A}W7+t+@%Pa#EiU7nPXPJfY6x!;3R%}5{y*vN zkL0Ya@~pDlkd@;ymy{N*+?Z00+f>eHO}FLQLwu8yxVFFHj`2qd#aYYE%~p_z^%S!N zfagm5Uhb-e#9&d}sBgc_ztv11%dROVJWZO-Ym1>miiHHTE2dtXY@*%g+dPY{_2-7Q z(6V;uRvYMn&z{=(%6)=}9h{=aFCU4@F+^Svt3BQ>|aZ^AUKdGT*vupkpLxdAuR!RVSrv zw&1TzP&2l_s3?0`JZCab}`MeCUcYkV& zUXC}SAE80XPt-t+orN*xu0gS=MO}2Ey_befRyH^E2yt#vazh33mow6py;EEU>0!k)D~`L`CvBT%)4K+Jg) z>t*&9S^aZRpzalFwZ?+W*%I0@X5ABza%~H-U7x+KXL{Ae(`Tug5nGWkb@t-;>^A1- zgvP=Cy&1H#Az?=AdKxlB-b1n9Hk)`%oh58pXg=dv7RmC0XA$UP17=RE%w8=jFzlrA zV8T4ff%zpzK9v?;o5!dt&ZUNqSU7*WrWHSY)Q4Ua3(*NMD z$#Q#4=VsEcq5dP$7z4!e7`+@uY;&};^oxm-9#5E6ZqMO~MF`L94K<12s5tPu^qbd# zH9d%T#EpxtoB)1}I&M*80X3G9rIN|e29nDW7koZ0Y+fMjw!#W8W|fEj0HdxR585!~ z{T-wKx(6cxxR1Kh{Zf<~f0`0|XD?i5G?(+1v=n+svhfTM^15yMd&HHYmU+_mh;u%s ziWD+_X>~^N%A*c*vpVyTFRTIaf?@2DTsjp0LT(ux<{_%yBu^jP3j+q8gX|Z5TaV3M zChQQrUysh5t`1?w7J@8q5#Ea4y#SvXXm~0v{=+a|=AK4j)5K}r)83*WA3|ZL13qHO zoUe!DwqiC06>hT$B2Skh_}Jn&z{V(uPL8ua7iUorxWz^j;LW%tSUq#SAu0!44I4$G z9u$dFyKzR%%8g*c2@@5UD?DL-q3ZimUtLUAdHno+Nqt86()yRg=;ea)$@)YhXJb_H z)Gcx}H@iH(2PBKt#7&k3!GIzNEAD$f)+{oLW5wtVQsq?nP*YdN%?gX4cvehTKF*_$ zkwunWrH(gPbSGmYMi_0y)UaCjzF7*HZoyIXzTWvvUkeZ1Ke zNhgvD#c!Y2qIcvBW;ypHlVZu*d}~(m9@aH+K`p3q;T}%0WW#VTD!Wv;*q}=2o%e?+ zDt;IjM@A91BNZttQ`tkp7j`QCb$&U|%}3#~*jud%{Ds<$z9+Bv4*~aEX?pzi%K@fH znz>JFjrHgE!U)BGch>v6|Qh`!wa$_q83 zUz$ye>=2TBVgUlApaHWCV|x>%-*r;%R`n{=2vTis`C6p z;SC2^h%-iTA=7?ncx0Th7{%YqnhfRGnD2=V->1qhE;@ypOb|w0*D%RLs0p09{S@il zRTh$r9}N78Lz=>4{ztXqNjm0fy8PR`P61NrEMUemPh3EPEuV@Ot8 z-NOYBUpUa5RXmy_jzqlNiw9S$UcgJ_h!4)vF_WqI*K8xEXk+}iHYlzpw}siHuiz|- z6iIPX#~vxTm#8T<%)-s&LtT&^Du3CLQHOB{7y}*zj~%D@1q#}N!b^H4m{Yh00UWyV zP;x@={axrZRf4&&=Y;6CmLx^u0^UU1`U8*{TU;Lhv|MJ`%V}ZTI8Zyv+{&?=;vtV4 zWVvxqoO*7-gpW%2pr?%|`&9|33l_z8uVS-KR{tw@;zuo1gityio02o9#UcIoZB{c& zGll(bL%~m@UzVCV_T*^BP}eJ@>-n-xL0*wjgcK)D^BP?Cvht?D)5rAuLzL1Lf?taD z=C&S%3*Y@^+MCdzB;QmKOeUAApSv!ietJW2%`gT!oYnuap5Thljozg52i^?h0Hw#)Zz7 zz2-@vbJMY*#x%`8vw#?dK65_{<;Px_6#eoeq&hJ?rh-OlgzT|wqzu(ktAY-Y-#R%% zy}2p{=&_uZQ*V{qn4i`Jr8YX;zixVm9O1alqf*a9p}wKO|8MKUCJ2$uTcP2mbEGgtuz?=kXlKOTM&E zMEuI$Y_MI0b2czl(){0PoIkg&oEL7*BjX7+^cP7%9%$2_!4yJAE}rZR6aITowx7id zwnyF^EGtIA z7-F%=ZwPIP1M~idC)XmNK4A;TNkwF`Hw@UMja$5pX^K^Z@y8Oggv$y}5t_2siYA!x zgw5_)MN0ztze%dwRVFx0TT9==B7CL!X>b^^NxkgLFof6d1$MLFA?~ax9e3A*5bng#?Hp{?)eZVdeZN_ zu_tF%CCgqgy^==7FO|IQefzZKV4Dyh@o}p%y-`{C;3dgCkF=To@RuLCXbxS*hE6dKJfC=aE9P*GWuCFh>EYMo;! z_xWe#7*pdAu#Qsm{|WEVlOwYR$(v9A`W1ZeOu6afyMsGi&-UyKF+81q$tZMqpQ{l0 z*2i#UhhN(#pXYDi9<%#E@ech$-LE=0TpTPoQ>CA?=;V~801hE&L^euXOyfyFbX!9w zPD*@KfJ9=FW$*I&)5)G1bJI(Xw|U2^hip)>jMm}hkt14+0l)=1gq>FSNcW*gY6 z|3LH=?_ia}Xy+&1 z@AP@IKfiBmyWLvXv|8a?wwz>A+1ToR<~q{F>|=po&Nb!|E)JAwEnBko>io`T72BzW zU5WkO^hsDr`{-S_JQ#V}UsSrHwgfI6jd84ZTRawI>G@q#MOj@U?#cq_X{&-hgu#;n%^wvxB*jJ6^Y`I<3_Z?(x zfg!DezKs~mljM~7Q3lm<@ewx$Z?j5crxzx|i~gsykEGfi+`@S!JXdN(sl2FpNie;Y z2OLxsUAofkq@zHHi$nddmc10zyp01-#N24xo4&`z4D7Qb$zw_BGK#o5kvu{l{vB6b zwnVWbM|F;qW5{)3i;IwZhbnu1t3PGCVyUe>Tie1o|K#61>jCJgW_9(R8u;-US?GR= zr z0xzZ#Y!6OG^jUkoyyOb$u`a3A&0#XOQ2hKhtL&`e%ljiYR18ie?Vp-o{)-bH7HM-MFQoaNI zc>hxndrSI_x>@=Az3DE6v;sMGd9(cc9%<~vP>MJ>9na_x>PltU63kNn4k*4647~ecwdmO4d3S>)%EYvq7!TY{oiBCm5itY{I-P%K>H8pbT;nH?X7WQTu*j2Epee{oiSxb}Va~jN2vNqqSOV;Y#^XfysE8v+p zLFDpA<5>ep<*3>fmn2dQbb9wVUcY2;DkU@PbctGu%7wjw>v!dM{mx$wT`r^ckS;vWs`sJc+!^$;q}Ou$+xxNm>A6&?z(a+y32evPk}Q zlFrS%{rBVDP+NXc0A5qNuYx{d(@?g>PhSgi@3u={6+B(XsroYp{$5j6{?7?k`0E8;-uk~I zSa@09XzehgK~SP91-e_aH*q`c=^Mr;w6LKeAmYm(`V>3DH-Xs5619D%l;NKxP{`II zktK1DCfC`nh)rbDw`4a@eQC+vWdy7NoZXEr=WcwcRhO^3B!ZO?F5k zA8Ob_r`P3H)`piYk6T}y)Ni_~c4}Qy95ttNv`>XAfjdaiIr668vg*^*p`#M{lAx)H zi=i}sv?H^ND5jQ6382D3Q~GA21sk8-*wl&&zo6-mC(N)E{LY}S;XdpFvu@$yfWFUK zxM(DGB5vx%4@lT&8f4kH3#6|nKF7%pHd{TGMd+kKTNHcyIM z(7iInso6)Od9>vcLpY9ujlf^x!uS+|`zfVcI4=DEV&8VF*@pq)d% zLIQR=dj`mw_Swz+7H8w9k7%Oz;I6E1z26ujE#Zemk|Ig2J=Elpkzu=GhIu5tl1#qvs4)HMqCBT3BY5sMVkm zZh%w~m=@ozW{Fad03jom_gBqB5Db+m?mCpj8#>H#K4iK>2sfeRm#KO_I6&PHCz zl(^rqhYYZTXs~(0@vVBgU)XBc#b6Zk!5W zWVDY4Xrz}AeVgWtSQszOD7~EN=D2A zbfz%vfMDAZ(sDoN*rM9aAUFPoaYWfzmiGrccLy(dpf^#)vG7KS`tArgk+b*dh~16% zi{W%F5%A+R*g#Yl^ud}6}TDAhJ{QKU$zN}#pv*3)Ro4% zE%_A<-7#N9<#VI#Y2*>M|47YQ0my+wSeT&z92C|=9lER!p_%c!+BF-U>H?~aZUTbx z+k6{=4Bz?XoJzUk7Rs?KawDmEQapJ9L&L!lJnK;z^;0R&uIZoD(31w^b{ zC0de-n}ErhQwxPcF5+4I=^zyay?{V=Zf8iY(l8^HIK)buF+s7HSKr|hb}3h0RK2DX z)UVj~g_;;KIk*v+3%L|sH$O&7M956=KPdFHdd@VtrMZyFo>8g z5uRTK4>eMA+OQn*G_3O_;6%aA1L@PGLDzsU`s#6x(Nj9agbJ-`B;`` zVUMSa5JrRyIGsOQO^R5MlVp=20+W^aM?p@?>>=^KRjIoM5%q(I>z$s}qQ!QL6+k4(FVw4V?sPAUVt3BI>!>b0DB@&xWF`x0Z_jIerKweOJBA`=$4cPU9C z|F2@73EW-e#rrP9f>46Eug;b?yt`eKK0y?Bwj7rO9#D71n?`5`UB@beRZGr>2F-)L z3Z;{@&VnSJ+M`NrNbVpH?;sN0K>*(5JS)^A6W#Em+1H6;J-m8mHc>S7-WdG3JMOqZ zW`$gi5-5p&!edGQpU5sRHZN=5kaYI>O{hW0&+DDVI`DfT3$+Hp@49|IKV;$FzMa!E z`1hZN!tURJBfH-k#Ah0NbYHak(vatKG3}yvzcrleGjm4H-yqc@L zdHYT-4%};E3l;?s58@0o3wxw1dTdyb$f_iRO_`q28 z(}|!{_mDrXOwZmDrYO@p!=%5*?vJGkJKo?=mqJ%$mLa(5OKQdT-@dLRFHdTAa-{bw zqDMr`DRZnorT0|0e|Ic#=WNZyfpkHmIoV(lf{mk&vHmHIAR1}XHL6vtuz9;CRyv?a zt_tuZ>(a=l(V|COw$R9Ud(cO_f7*jOw{a%x zNJ(=|3&;WtBuLibX9&OQ|1#8*t#+OT7{7|TG{^NhO1;`J-*~1I9z6_re-AaFp~b1L zu`hiE+ps-XFv+him-uEiX9fe}YsMO7J;=Kc2<4K%5Lw9TxMl~5Dtr6$>wlxZ%|8_t zcVsmWqBF~zJ%+t~igr8=wabJ;|1`MIHZm|4I>Wf%|BcpYFoup@jk)#wX(`STRC;3$ zy}jouK4Z^l!avgvrw*LwqNusn&npl|R?i(ie{A=$1A#DfxM72Bfk7@U`*KOcLlSjA z$lsl+WM{lwTCCc`39*($CLV5>Tu7>_7|l2-GqQW7KWFM=nvNYUP|Ul3oHbt21=L{UN=KzdkQs9mwtlf-a0&BStsR_XW;XE!G2LTOG@ljGs4 zA0)R5-k}v$+;_D5l794S&h*LJL_u4=(Zi(~?l9*lSm`z$Ht;)Y={)_P_2?ate;&*^ z)DU&U_EB_SbJnr~j$<}3ky{Z62eg)Fq|IOF%*OM(aH;LU?Q*Xpwx1zH{g!i?lYn>2 zG98IsjxfbOkXJT9{L73|v7qlXk8U*IljYZG$1YTKCLsImm?~qv%Le_z2h$Y=6{`Rc2Sc4lRo?BGgakY)%%6>C~QiJv)MydrFot% z{fQzE4l(>BQWqZg5%+Idaom}6hZ3*2%3nSsT`cww`x3>_J-K9^#IJrPsR~~5GFX?#f_cB4|fs@7EFdwhQqEh1>v!GY~EfUk@9M320 zE>3LYNAE>Xb^(p@X&G}3shDtAKtbMUA2Z5sRc}7KAQf(h9N*D^yEk1p+Mk~ni;Byr zI(asIf*K3lZ_@^q2h#`!UZ!=SkH3H}rc6SjwMa&t zZG!}_@jFKg@>{ZD1Mm9w zMeS@}C1rrZU`px-h9rd+LGnk9sD$$bJSS)%8m2(2zIoxG&xNO{yo`Z4$mt>U3FBMJ z!n8><_eCM6pCe=nBj><~11oaNyV&9q4CExC8naJXJM`B)Qer2!&5$X))0WPr5?}Dn z3~&HLtG*Jc^{SJnjIoy(T?8j!ORM$w5H$l{WAyX%VVKwiiTo!Id&CzDBc2T*ny0L+ z;m)A#1gP%zrDQyv_jwF`_S*FfYa=N}Pi07t_Z~9cehJqTf?EgUroInv7-L&^<36SY zjN<9uFR*F)oQ9fFw-=`FZMHC;`Q5;ePvw|>Ry6CMWosW^yY(gHjJw#kV@w*Dim={Z zW`Vwx8IXk+#N~{w+TMluOcz?U!;T3EmuDwgHEbShjN$qMl>X~Z#+dN*HkQR16`qxE zIP>11iMFqu%DGy@@#M~cfC8}jisE-+5FiS>{aD>`;9k5nf%O9B3xqSx`*A zAcpHT5el}$?N;=WlshMJuLgzmb^xpR_an)-r)WUkJ`P)zy?&YbMpsNb9^~)MF$$sa z9Ckz-&D=ARUVC>j2qt_RRURj`jwnxr(XYvi1ADGF9DExHE{GF5>na!3)7 zZ78L(PJ$X?j3uVeQ1tcaV(ocvP=Ao7|ytWhJ+Gs6>Bt`@FV64JTnM z6?YnwKV+_Ma+8FCkW0C zCB0EURT9Q(yT;$GdYbhBG&5aAKd3GUAyQN}IE>0?Bd>-?^ymG>Odu|{At^3xrP7~C z`FBj%@p=p$t@SXiF-TG5l)A!cZH6Bbr!|tc9^kb0_FSJaeH55{fla!(TyEI`^?;&CPCYJeKT&m=w!RcbWVCWS6#=b_Q(}j4MipR3ELyVV2=`^nrrOIs@IP{@yf1T894;1QFlDYGVQ-y7Uv zM!*i#dB8Rd(L&oL9Hxq-=G|&#U$*~5NhIxkkIhx1Y2sIOkeb^s2_ssGvmV2~K8kr& zYtkuby9)q@@hgsT?}I1(;aRer+3)`dSI@NabXJSJQytx>ygmB-=l>uMobkjjso`bi zXO=k#7+P z{|%MErTtQVodewEq`s2AYL#BimZYw%fi>zJQ^O0+xjrz1zQ*DC&%Vcd3jfb&J} zeK*c5$9sfCj^`m>Z4|O^&yBj&SAW~IlzT9xaz8rsbkIizsH*>MIW0E)IJ~L?9?FmQ zUXFJ!_#^$a4KegY@pT&^SE)CNyO>|*BPl#H^&92@BU*ncQ<#(|mxK1POb7l0E_Jye zZw9uf6VE=cE|+>4B3^VFzl90O%=dPUJ61s>`QY^5jK6c%EJeY2(6687MPhAa_1Utp z|I6f|MBXrMdabnOH&~;!zj~_DARLN0Cj*)WI7_YQCN;G7JQS2jtBX6Vj~Cnk(D&>W zQM+GL448Wpfn?Q?1wS{C72|$3-~5I9@JEu!>Cy^sUumzqg9W|L~}i~lL+^7Unk++^@dmqQkTp(b1dBfNmNtN@jI zeCxZMDMMLtyfxbJU)AKRTGOlIGnt*5+K6wOc*IFKF?8pU#H?GkRh@wK5DPZ3oR8Ei zpSlV+%z1y0-QWUw1vK=Mh4gc;kag!vXZtyi{}7HPpbl)Lm1^hDo^BQXZfV7OYTeS$ zRwYpD%;XtPQr_(l9wirL7B6{X?U)n2f50x<@{>%b86v5-&t@gx1ABWrv7&B~fL)>8z==NsD!CQeZ@n+l^4zU%DvUIxA-EcORb7aN;B)F%1_DE#I z(|Ql_bi|DQYRl(BMapkA>we0X$fifYE3K0swl3vbr-tuGSh9rAUFnyHiY?sXNplTW zBJ`CP*lG;|_Hrp@xR-l&uI>r=;|LAegDVlFD4bTf`m zK>&C)xhTN~VS>D{&dh|Ej-ja&C>pOTg^AL+)<436L_X|=(!?Ey7YKG!<5L=(j8SH$ zCsoXupPucj+gG=L#eq-gvSPDnoU^#4CiU3qp%ud~3^ zEVQ>KV#t_eW8~fA*<QPICtPL_DzoRcsQE(GFn)SpbA@rv#1_H9qv`&z$!xqhRyWcU<*=4109=I zzA%0g{;E@A4utuQ%zc2XDWTT}XZc197h2XSBj34LV8z)}HSkO9*4hp@oBI1*JHr1K zyLG1i`K#d>yF0UI+IvN@8D~NAh|R&g>Y0-{u^$8CZVks$qX!VTOG{&OT^#HS9-g>| zmF9W@;&1Q2=XXG(xTWf%ao`tKoEVhY=hkIGE>wI}n&YRyiLW#5 zu^FMm!oq7KpIgQN=o?>{6E5C9G>_rklFwNqa2!@}&NSNqfQh*^Yzvcz|7k#SNK=NN zAl!v+&8QSLQ;TNXySCfLp>Be`lEWiMZ%&;|=&RbknyP)WuVLR^sxXE+qdX?KM!hcw zV7aK@njcPIZxmI+@AR=&-X-+011acXK%s8Ddl4Sz7)~ZG#CwK7{JPcTn5bZ*QsE8^7_TdW%TeqH19<-)So4 zE||Xz;M>+$rgCmoIcn!01LSDW4ZM>3ca4miUK~h24dC*+zOU@r0ooc&b6eY!QPLZ5 zkG;)qE4t+opuMCZemEnTto*^*%N(ujy}u8c(LTEOZ#Hux5cC|Fu`=Y?ewm=9(p3{p zbaL!U^K+StUm}k-8uiIe)&gL$E>B{!Zk!L{a;`{@Q3pv2RIX^>t2mD$z+vWbnf%Y2 z&pRbMdt5@sp*C?@9;6zPua9jCrl4hJZBMJC#3(svW_ftMu~Mm zs&eBjp^TqsA|#d8#Zc`If4Zihlde5ZapzlGRqyCeEa!RqfYZ8xFm6$oY)8KT9$x-j zzWia`YW82^*p%|mHk8u_wAT&nX{JMJBUL5$%V&whX%AHYRyW{W2*z^3ISJ@h7QROD za0ryxNDVd%FQMc!V-CpU3L4V7YkVX*X%ug+o0U_X8YHzl|0qBE{1kr4sCHdXwQ#xB zSO8KhBF~Cr`7nM>e;inXqr~CEg)T6$91OnFHK|`i>*&3|SsG|~CD6tr$ZTU28D)G$ zhb+F;fC&rlp>|tA zJ`WU>8&gUEz+Ou=2)#df@_U3uZlimVQG*MPB#GtQWv%k^pr)LjwlZl?o**#xYLLE(NA$^ZWPkG9vG|v z^GICyM|i$JH=8Mc!N?9gRMx+EM}~T`O5PZyX|=_Mn5IfciqEhx(wk=Qp90kt^mg!wng&$IeA?iyRK+>eH3}PUuh@^a03xHL_y^y0jZ6nsZOI|4^`npyoO;v>|NkQnFV$v z>YW)(*g9cMyHA#xzX#x#_SW&5E#&e6Kl0GSchRuM9dFmc8lsYG3ByPf1K3oS@?Llz zF0Y>$cVRm>k&ZohskUvL1|mx=&o~G_smKEVESxj*GNzp-^D))4Oh`%^gc(s<3T!;<=FNhQmqrjkZE%yumeyyrSd^JI6%|p5L=*(J` zRrOwVt3#rnN+CiP1lbc>^!i3+-`lW+>>mPngD(f?7wl`?15Se$W@#_);9TR|ZIK(w+VV61w68 z-()5%#P34Hr3%wkuMaFKCSRV??En)dWAVIGbd%EoiOab1c+xHjz)Ednjq1qf+k6;# zj(%NY$%>CZBsG0x`ea$AB?Ia}(z<&}R3LCGpTJGx;<}qDs!7?}j!jm($i|CgGN-HorL)iR;d~${elTrVH1A(36u?MZH z-KVgfN6b}|vPKkDSj&rTu9X>3n%$>_owI}gu(WfM@k@gPL%Mw~_iwVD~vmsi)nuQiq&3~^N!|Y4$QXQA(Q9tFauOdR44OyC3SatEtA0S`lDeqPfHQj z39XCNfR+*dGA)<+NA9whTS}`n(0#9!cygZsUwM#~m->-^jY&{TPaNl0Su~d&PmVb56GomEGCq^9 z(Oon_WVq^%KzV;jYvGKUwK55z)>vD``R;OYpC8%7y80Nb@7%K+_9*bF;-#ZA=jDY_ zwFecoh}#BI$tDwwI|v_fuYrNUgy2_h1LLk`nt^Yew=P6ut6vxAkR#6en5yOlbYRqq ze!$At7e=~E-_4p-6e0=7l?E;Vs>~D~W+2*?D6z{6+9U*jb1>yQW`+Kv;{M^RK zeJn!F8kKuH07lzx#7!>e^m~z)S_{hI+Vbs4-1y@#hnng>GP$CU3Ad9<^swl3h{ya; z9p7&#wm22+G5@Vxrp%Oh{Dk_P$9Uqty&gO$x~GoNLQ=GlL{YIKr8}Q9PAr$IRJEg* zsn)FcNb5#w8Ugd*B^>gaeZM!v$Z2wEp->0;@g7`b!Vm7uUbs%h6P%-7ON*G%xwY{f zwlW)5Gc|)I_%jRYwM6UnW7vu^O+F*D<;Ob0U|SiTNjn z8lGpFVcu}m^5fSiY_7}Qm{1=@T6d)zQ}n5Jayt@ZQbI0W@bn3kJ0z zLrm(G?_4#3Lr8ynHp3acn@4~@rRRY?KL^Q6n)oHZvI@@A+W4OaBcODJyIej~Sj!nf z3|U)Y$Tc`bGqG#D;lg8%`}~!|@`ERp9sG)&ExG-;i~NAJz%zfn4bV;;k@M!&fCqvA zWWp-oa5xMYZ2$^5;pw}~xFo>lFuG%dfO65epF;KnfsgR?3G@AFP_;p%@BOA z%{F{FwOy2@S%BN&>lsdrRO629wXHc&*?8({q1m^MON1B4F#ohB9*n`LgK0+& zbydJBQ~oyUO0?NuErTrWH)U*h+X>5h#@IXb7WrqLKk2~N5=^j2B(`U+!dMCmCzQ>y zgu77Pu`9i8ks0b7ISLNu^%pA?;0HboO7Y+Cz!@{w-Od+A&6z@N7vbiWRJ;ak2#`kc z{4aORDoPOuLrkPPI+v84Zy(IZM4f~N$MpUn_uk6=-rQer+Z*C5na~YDrjJcVm(r&4 znwI8hiC|EwDK7Xt{-^hgKON%fH7#osujvV=n+XXeCLwAAl-&s>839l5ql{GHhDdGg z!$D~!rfqrEj&v(49Jbz>uiGKQ3l+DZUE~p#D00;X^`)B zrIp0j_%PPyq-O`e?lHLPU3loaM38-u=e4)|x))9_f5BlG+itkMd#|tk>*{TV#00|q zn}P0&cVOT>-B5@B7zb8#<|_-z83pauPac4^zmn_+bNf`~`j$|2$!}NcExzy88+?@Y za>ezXc){dlR-JUR+0J$sx|`Qr7q7a86oD3#oFT$5dkTy2Db=fM-pqdA-E6NPqT<1QKpOkqM52vrM--Tt+#82QcI{V((dU>kBI znNhep4OA$aYn_OHK2+mnhdceuJpP^@GEV!ocnHqhbvInIEDSGrQ!dszR@YWBx(SYe zJZem5F*eOS-LJedlfGZ+2qzej#CZCFOhS8hU3rT!R2dZcPPGiF&Lq$OoWtRl?C|vc z|A(e?k7v67|MJ#8t(^V=)EKzb?O=T!cE(trN zoJx$$nTg$-tO=3ao_iU_IR+9@8|RVyx*_a`}w+WuT?x&sx?PDy=?PyD2Vju zZk7825x~4<5XjcUL&(!~m#aq|wWe#%&;#g(IyUGt%_f|Xd^hT|;xQ~xdlOu;{H zuBBV6wtUA?JzuMrcOmR_6d2&M%dT&VM?ROn;fdnH;CoX5`23x9$v@+4arhb7q1e5g zk|Qr1Nv(*?>*}pef<9iet0DPDcA{>>4}6JsclkbC{xQl>*UB|p-Z@h$X8HQF8aT(a z#O!f`&C5T({LQqPHh4y^cJ83cG?;^(?BCqcGz+^%ruOi!D` zEJ{7Tc>XTB(?luxHLxm7)V6l{Vv$&QazVET*Rp&KQ-jRG8oqE8q`qCgzF%m047-+2 z{wsLvk%32YW=t5Wy68)uHSQpxi~yh6!1?qn_7YFByCksL!QI(|?&3pNG!EuN^h!Il zX5OzEdw&WIklLQ_qe40)5e{L+))0t~fi1qqt{AujTl*Bw_3DPfFVazr6R4ZZ5V`_F zM}B+)%Im?^6_J_bM~f{QXYq9zwIWRp^?7pS9v?9LPGJo^m!JSI-X-Q)w@uGh6_I}S zfY-7wz1jg*Ub(M4_)>J1uQ`o-4v2j&VU5xthxnJA_ zD=c0<8yO~xvqQpCNfpJCB}2}CsgkkzUx_Qf*`gw{9;r=5PGyJy_8t5d)f!ERo}t+k zK~fAO#E8v`57#Wz&*!aPX8$EI*p;<-mnyL(F<= z31p-eGK0_aY4^xALOlop-Sk$mei^w-So`_*k0|bvuKm*F;e2X(1GM-Qq^ukOaDpzy8P}Sn1al!ljzz2uNdS9!t-_d z@=gI4rR<6cYfCNDO{f6U5#FjAVO0e3{t8AWdCrTzGmUQyR_IKhr0(?wiwwXh6OOX~ zq1+t^dp5E&wgAg!455M;%XrOLG+;DnzM1I+hok?nI?Ec9M>>MbBNAD& z7{gMGKi$PfAGyN+OiX?)ViXOujTEI9)KO;3jgkSRwSp}1MoUdO$gqFwBwK4e)L!M? zpR#(&)^LNQkR|O~prZG$MN0q>Dm;fmrp0gflYLl4Csddwf&>QU^zP;cLraZ-cFSn+bkWw1r-8S)eV`_<2u zZkZy_*`+-*2Q6DjCsq5^4v{}3v-YI zu($joKhA-0T*h!}IX&VDTXs+C^w>dX+Ki}$BZz=Mg2yiJ=O~Wn8ojYfyz}eBKFAhf z$jei%y**)$(dqpAah!aNh4mbk!0ib!VMNo7HzK|9RXKCt{h*@qJ0&7_C8)Swb9y5Y z4)@8&gv55=Y%aukylf1Die`dJ@;seu2&ICVHubTzTJ9sp%2TthA;#h(*i>O^2>Y;J z=z^%1fq+}EX(oV>cHOuk=wX#ET!2B$T-y)R=@zY$h8#26nBRLs>VKN@Xg0jw4tHfD zlKK8>)TJY|O8dGr*r5|N{Nh3jW92yk8FGT^38h+g$h09?sg8CBDS@M{5^ZyH@&4(4y;tks>`>LM5`E=9# z(t)8YkNKYCBMG6;OFzB2)SqyB{#s?~^&ofsCzG-tqPioCyYux$4QKxO{_?xkn}<8C zCts!<&ultuC_}+q**JCz(DcQLc*#agZm$1=;Y-jv`HxEz#gnXpH@x_;9U_SMW7*}n z=&tQN?Ebd~Y<Ikfd1_pjhn0%K~U4{gY4kfA9@;BDb*FjkMq zM7u1@2Wy*sg6v8eiXBgGbtUjB?-c4s9tF{n!W!1}*y@ay>KsPn{_lfdSC!m%+1_lH zB5-q>30fCD?51q?%G4EVQjIQ;-l*yMy+XPi1!JB=HHYz;#GE@pgL_qqbFADm&UM?^ zB}0A28L>5K{-1ewJa4Ec+_k=Rbm7Hd6oUJ1V!nj}#X9X*x4Hl4m=UZMJwmf!kwz}p zUCFz`++m*Sg&v3F^K0)Bqks7l4P8zv1(`2C%U4~$LTn4)`iyNNPTUI5dPbZa^}R9r zIexxhi-r1~bco1P=FHY?YV1gp?T?Eu5Eom$*o4?+=R;X19i`q%@+U1*(I z*-lZ$K~(v0@R<_J=#b~t^$wRFWm)b>ESmRAiuY4a6;r)S?nO>X-fO}Xn7Y7KZgb-e z?ZSBElrkOiUkERQ;M||?9K}jB2q6X+3f%f$6CAg6%B$j^>{Z>w%fGbTzOxNc8Qrd} z5l;;J?{JkYCHm9a3e=P%B@^CK@Zwc#_CVW05j?f0N+B#B-2c<3n!NVadZkU1D>%76 zLj_HDN%W}N0fv!wz!xzj1{WLT(fK4X;Dq55XPkydh-GJ{E0?pBym9i+uY^uqI;m=S z+XsXr=F+>IVSU%yZM1&khMg6UJG0dR4 z&UZ?9;4HT|v;0<47;8@jI_>_yt|>5QrRjmnG)J#g~k z2~tQpiAg;dqC8G&JQczuZp$(IZ`0UPsgp>NL89uyT$aZLP<%(-Zf>cIM1+3AcG5vf zETWOvSZQb?WKqu?DcY0GHD#GsVE1San6ivZX1`QibM4Z;h*g+y!&nCAJ|oz&&ww`B5=;gEfR$OgW{8!y*_Wl(hJadj=cjP_3WJUV|Rv`$9dQN&DW3e zc6upWw+y6-pV)k^U3K==Wc0mN(xMyx@qZPhyY%knI`vkg*EN)2#;mJjbwy?F3>@_v zjo2OO*ihKXo_R)Fn=MkQwi7?$-04lb?3)jb;nLanHk$m2XEgA^rUwopTUSGBio?Z@EiW(n^bI-H)&x%m>L&fn zc1I_7hRR4SMY|% zMQOjspbumwFOJ^1L{7fv)HYr>fe#H@-tleknJ}s1vE6)1? zXQ*?2s;zJ5uQbK)4foN$Xo;6LZyq#10Af8?Xi=j8ESCd!ubiMAq^esp!2Zw_?`M}3 zJkSDo&J^4fnlO3L_yAOxBH9CnZF!4Z*CgycoMd!+E6Gq_Q#A6?-w$cmTIIAfUo|cZ z=pC0$j5WoheU=>S?ZhE5mP+MzSHoRUjdfhOhIS&DmeQFrfFnrg4@kAUXy)B*kO#C$ zj}&enp2Lp*gFYY@loO=rf-h+mb!GJszp=Wh5HMi9GQ2Y3b5MTUopD7C=NXwsvu>7c z2bL)g!_lCv!wul2c?892dh7#2{g`bMF5Htc913xYGp%5_3)$+kzVw|4kXYHBE!FB{ zI<3WJ6#wwg8;=D>$mjO_K|3TtW`Bx8jI&g317i*1`fA8&OO-UtA`>q#fVT>oeh|BN-s$_bzzoc&7KqMMNXH@)w# zxP2VOk7NAZ6%foYb{+ovar)e@KjK{<%hb3LDdnlg&FFukb^B6NUsb+tPTUtQPjf~z zyZo3s?nl+^^LXZ9xn1QhRNdeoIV6tdALfIekkUA6-&3fxZQf&>%N9?aSDCb@5G2+Q zoU@Ll?w>Mwgm|+hbu0hriQr6ArAc{Z_H2YH&q#-aeex{}JZM#rls3$5d!+}Ky(S!gOCCPnL82;&Rf*%16yA zuy1304k*i>G1oVVQZP-TXBb4(Zs0J5J-308Xcnz9T`b&*z-rs%?Jac$)8=z9ZChDZ zYa8FibRA{c70bQZlDjA5de0Q;qPX5s96M4lj=Z;-r&Wu7 zzo#prKG9tHUW4Ip`;6$->`yNmI#=Z0+1p8n>_y#J%XJDEEcObXT7zTOpE{UVFtVC! z&hz&(8ah)1Os?3$+iBRTV0tVgq-#tMv6w!rCVI_OOd(yBJ2z3VJKdnEJToKsh6gm> zsz3Y3Nvk+@hsC7*rb@uObb`bBN2(`80H$3~ItTGVMKuR^_Mk3ZVC(e^?U7e(0OeJ558Yf;?OSm<=Qoy?PTf~* z)@GP`t(t0SWC-8sE?fAb~hR*UkotGPpX)}e5$zK(3Ct`57WntdkM2>eH2(p;5O zT|I(JBQx4sKpJk6{S_7<4B5hM?tsmT#OZ#lS?luTpb)ekZq^3UD{Bq`m?ZW#E6(W! z)ZS2{5m;78P_TLjW$j_r^U;ntoF<&9V}o@Q0==Mb>}pYQel=~(GL)-vr&?5bbny%p zM%9G}16=Uf|6TS6IQ6%q{s>LaLh*4nmI=Y;X=HERdtIzS8BL2-v(+i@8SZAaDF3FI zdSoRT2+>OWt*RJg7wjuW8VE!m2SuXV=IKC+Sp|-0M%)pqtkP*@*o}+c4a#P9yJ+c1 ziyPSkhvM=(MK!<$f=sU{y~{7mq&ifKh&#J9FP1sX9@HyNAC7hFoBKS-G`fpLE-sG8 zIuTL~nq9CBKTE6l-E0e%$bg;BIoOC95lyMu24!O*%bzS)C_LXkiqn2*=Pk0GpkpYF ztF*tD?>)6oFYs0CnLGZ+b*oJF`#XK&T9;m*ntExCd{A}^gxb1PZ&FPwpRA^FCyRWy z3K$1wT!8TS*AEfTW4yQX?A?QWa#S^d9<5VNWjpD~N_K^pl$08FX{TBS1{aoa>6Uy{qZn!B)Jsjx3p)kKQ3DPZnbyYq|t`*Oh*tft^ zvhhTGfYSsr(9dP;<-JDtzPCx!E*{?&05n}xYnJ1B5jSx?*QjoPTcc8oyV0MpWpo8 zepV;?)bT5BKk4>=y*RA#_qRhi|F&;gwch$j+3qc?7_lJB8()u|fA{Z|tvYU=R_Cs1 zrCs)0^Wg6_I+|<2*MnW4E8lTp*`wT|8WBp=NK1^BpgrEv(}R_5*m!AMxEkfZNyg^T zp68AVqfK{{KXvTp$)3G2j$c){Y4o>}cppo-=zM0>`p$ez^iYdUBWE25PDw~fT@~Bv zhxGmf{v2L@`7Ny!ipe)$SFAa2gdUeB-;YR)Kexp)H8yR*+v~&1z46cFgI6-H$?jS? zhaAc>ny^gEsk0!0U6&^Jvm-JF!VX34e@AkiXrZoE9NbL!_NIPI%Z{Tecu`MP15W>biD%PT~e^_^Ln)?!=%X`|KEXY9v{7#R{QOE zbBNsl+*e+^bODpJ6fQc#o9^ezyB|nR*L5Y~e|&Z0?AN6e(9YTR+Cz0Wua++P{OaiJ zjQk;G4c@Xdj66dMEqnM&_rofz!r9t=)14n$^IeTXUtZx!=LH=uOgTSg zdta2QHgeA}`b@`r`se$Vd5d4_g2x*?_ncX1M?3KcL5Fp<2Je4qF0A_CONQ0q zyEP}|!Quf-ydxOrJ#`WB@%XgA)9Xf4miKOkDL?O_p`)5I;l@u%*HrmN$1U@ZG~$lq zf>(c!j`G^Oc!QIB4%vKd0%FHnY^99#_$GES4T6_&@<*ER_07jAT`<=EN?QK)^_m+xXT^llgW2Gx5P{ryL=XWb*KI_(aZ+x)* zD`j=}^k012e-$lH8BS^!L`}07{%qN>5_gq({=C&8!EE=}#%~&r)fjcxM$@vb1i0Ln zlCS$ft{aNquCvwHQHIC*@j?268bTNGdE>c zEH5jakCQqTOSASUtLd>pzvSose3mS-+k8d5+2j-BFIMb=ovfA`Z5kcD_jZ-f-aVjj z$^7z8Am6lX=X49@n962HQzS(uIgU59RI8*{jpHwGwKmc^>2w!ve2X%<%8YWEe8DX! z;|DENdSr*o%z07JO2;%Q^fWECp6;3_36(-$s3+3187nfMB0`fvhjUL`9LSMTW^O0^VG6=#c{@7ir0Hp)YXCR@xXSPu9W4% zm!qzJ>{R>Q`pXXV3YQT&qc(DVhC2d_a$=8p2Y)V|T$sHVb~WyrRNJX1IQkc&{3U5& z^QP$oqaLUgwRHhV z7uSY4r~+0TJdo6PO1-4TRT4@wibc^ej-Fl0dnq{v`z2@DNxkT!^{oLEw@&ieF23mj z8eYnB41-achJwgLLk>~V3F=nPpwo1cmX1f?*QM%Y{IbPaG!O`67KS>Xsfdc7nd~d> zv<52^8f)y`CGYkrFu$q$s2?WYGi=182F>wxHF9Q$1NS=lO4rQYg|8of^)*bD0zln} z@pG#6h()WezFc9UgP_!{%kt8wU6JI;wkm8OK<~Q}-DTS~lS2SO=YMIqOTdlChN=h- zBPGlXK32U;ieD{D+{HC0?wt4Tl7cV_M{N(iuw>3zM&pIH8)3+v&Y_+2i!VpI;+Ws9 zh{ZxLAJ(7F2E6>8UA$(zk1n-h>{X0W+^(}K{4!Gw>2d~ydlQ1h)IqLp6WMK!vxStz z*oxeRL%x52ArEaE=DOFb!OGp?C`>_FO3%X8&WJ&;pUZl_ZL%#Y? zbQ&L91_O>aJN3m2%Vq_e-iDl<18iw!frcV zpz~t7@-AEAlzKKkFS3omu}Kap%kkKQ?Y$eMOE<$rss8OFKffkzX+9fg#&Ln_NH4pi z(;AH4Db^HakiFr7pR%DOOas$l|h)`R*p4u(9JdS9f

OP5psD2Xw-QtFjkh zHHyX{pkqc(X%TvkOfQJ8Q=upPGMZ?u8uS=jc|EdvihUSn|D+4Z{HA7o;fRz|_~I(X&D%}{|@9V%(eiRbcdnTAU%WDJ3#^Ol(!K%}r` zhoQ-LXT1_P2h?S=;THW7e>(NF#G}_4i@jKQuct2*)HfPv5co7z7Xiv9)$-q^_Wv1q ztQbzNJn00bn4K+KNUJ2*)ekobkeg^2etA{%(DURy@ZRehD|6EeCA)sACFiKj$aAkO zfqO$|-MR~U)ht6dxsP_+d6rQZ?3CufK29;GbKn9DbyTt?USr2(K9?aq+F7{Rd)Yr1 z`v#nPl#{>s0o#kY{+PgFc zl$Uj)>21;JQk3Z_mm)i0-4oTxFwXegN$jF?{L-w=2{la^Mm(Cqm^m{#f;^Q=JhYO4 zzIoCE=nrm~#0tYBa@sbuRnR3t7I3$>fz%LqywjeVF z=4=>vpkaC{(m}XI2)g*M_lC5@wTPCHAPA7KG}C>w6ppaHkh-ra$!hIXmwaeGPS z&H!ZPseac!aXle>lRbuSJ$W={v^axpq++_W5zxSU&JlrDC< z+suSG_`C2gx*k#3?y73d9-A+4o7srQ-Ywbd_O8ZbccB2AJuuVkzqL-Or;|#EPiXa0 zYn<#iYKac?_XBRg3YX}@FuXJd`1sqwgQMW0Zi?@%8^JTktPg zH+5TYo_jL&%yfUuyWHD9t-gJZ9b9>H`c%xdbC@stQiHwE#HjOJXc=A(dvuJ~=dIkf z$i426+5I`^p=s)kjBB^X`f0AzN{R?sA{?C$iEv@o!HGupismO9y$ZLEQIE+TsfwPQ z)@<^ChVxDNT;bVN?;X&c&(AttcWz9IeQclny&uM^Ag*Jlt=88YvqasCN}LHObpe4# ztC6yV>W*Br$|B@TgWY@)FPqe6mXSAX6m05^;E8pr&$qEeI6Kg2eDJ*Bk7x%k4Sock z`{n9?)8T2BqJo4g2-)&S4|JG8v=Hhq3OSku?O%8)?g=i2&+J(Ea?@fvlUW4jYFuAw z-OypVBeLGYf6znDeHPnD)DqcD-UnoImB%Qn$Gyf*_jG-T-L|mY{q*WrJa%||`qm@L zKBbOr!bi1?ZJu%AAI}!yDAGFWHZRI@=zdpK=l%hook}2mGh;_YmO1j3{rro=77?(i zi#!LJ|1%-O;kG;wt5tm9 z6Lnvc`*h&ZfYgh&!z(S7pF(UVe>#NeW>D4P%M<#4ASoiQU4e7;rJwP{$h+}VeHS$J zMV7Nnu`#2v11`+O2H-i`KC7=sJ>TJhNst$B?yh-V9ZBYOHixc_$kOr5-^HT5&*{^D zJ8A}CI-?5nC|5|%c#+iO$;y?v)>inrU0~(yXE8Y2J+5Auz#w1Luku@`WK4*SU4qk! z*W05jz^rxjVtz|uZ@W)M?m)IZebqS+J+Lz32j#SGd0_BKZCI!Tnq`5udZ|_g;#9E)XQftbGJT%T3JgVz|uEwM~}tZ?_d%KNDo_ zW|nr(#h1EJX5ta{!(zstOdZDIE5nVM$J^|F^j_vf?-bgpyR>DCc>8f1wTGZbq~5n6 z(J_DgV>Tq8d#ikRq0AQ+rB5lmZ(+UUvB4npr_8t6=gd!8$Dw{)C%Xm%U{hz#yT)dA zet5->>4LS|_FvY$r+oCjZVSXR6esEtt>#Rau#{;6%W0A)MsS@2q(VaS`KUTA1OIB; zffCtPH2N&+l0c#lf)w&W^)HZaow!;t++e=SM-tTW8l-Y3?YICE*}f%VqihNm1a%W5 z#rwHjC*DL=F75f)el7$~&<4jwTE>60oJQWF_IyUp1;6Qy|1rLay9XavzdtD?efvW4r>U9ocz@?4 zgXjNL&6_tVE*|+3g^$ykrUj-jzq<+bcmSUalz6tfWFIr*CoS@n)667ZzUQYaUYbK_ z(1th!eDIzd7i|Jd^8j>8$-T4={ z2fGPdel`a`N~(NT7Tz@fUSC2mBoX^|p}_I}DPI zx>bMm1H|EbxD6mzx6U7__F=(@%XtF&Mn>3t&cI{mfu|&!P_oB^fkp!5_qMUZk3PO# zBRg?6Z5nr)xTW~T9{eKY&TL+*%)Hy!C5a4rOblGd<(gw^bSQUHs3nq7`t0`*~#?wuYzS+SGM z6j521vucxL;(7+HfrX8lHRphOisO?n5LKHP5I125yBpvrOu;yndh^S85PWikGDUS| z10&vPoQs8dL^H7r?9jE!yE8`(e4vb@1D`&eG@~k$r z_7lB`xcnpczwG^}Y91Fo$ILqKPofsPkue39IqghS&MhrR@0lRHwD|UsyTwm%?!uJ1 z2cihD!ks>vlwn_X-p+UFJAFL%)&ZV(OIvS}H(j&=jJ%;A&rew5ZtmrMkK=^U74eRa zK4v)U2cnkkh>{HqBj7)_1yQw^4$S`iem~CK5f)t%@W(Yn-t`U?2H3iI7j3y=v5O8< zPz!{exCp67b{BTQnz+6K0uDCoh!eUAHNi~Wj5Zg+3OMGxvHRxV0EC9SvD^cUyk{)4 z*f84m0PS=6Aw>7JY&T2O#+A7dh2Cl-(ydvPHL+z{oSW;p=EtcTOAD#abw`tof*z}P z@S0)}ln2hlS5f}2*c(`ZO_EEmde3qa_Q16I>@Iy`n9T~-$Me?n(l~JZ%(nvw@&5Ra zj$$OcW<2&XU2)ZGNmBj7@p1-n0IW7|Uzem%w%5Cw(QuP_JNfzFQFuz~-D4`tZZM#Z zY$Gx6zA?00%QY!Xp`}_5B}Ob!K5ZUz6UrjRx8X~0R@S&6QOyzA3FItuT^qaaXs`!6 z&|D1^(E*qxKUhIDa3h|4pW_KqSL5PRc>#v;FFk@_vnm&^!Eu~Xx6DI+?~vHp*?ZJ1 zMPvqM=6G+f966?XBq(ZSm-Q%)@^DSGuoSeViw7B3#<1AJ<~AcW(IL$qk|rv3dU7K; zc1a6GX@=)Hu=~ap68(7iW|a~vJ+y_))k{ZZed`efnfVvk?F3!fA zh8y~)g#a$cy=RTU(lkD#Wfrz|+LtHg-s(XQXipQ*_6WC5i_SVj9HcJfvvEwn%*E7- zB2Pb5WlUB@(MdlQQCFed_mhg}`1nCS7%D{NoT;~tY@I$)WvPGWEE1dxT{MP>PH|&J zS{|LV3NU??tWnH8iIx4p?KA4%4XsU^{F}d@!y6W#Bq?RP*zdn9HTXeevx-+C%d!v` z`9;@cgS3J+ynOgCq<#$J)a=+x=c7#!ub!Iiw71zJ-JW@iV#J#o$iWh5X32K(+sG-# zc16j{Ga&0Be?MI3RMCRH4_w}BsKRhMe874JJZzGJvYm{JJMy_^P2wqT7^VikEOSdl z3>MQGbL_x^cWMpk4QNb(9bVey3IrFq)SI!<7RhLYA#-^*m0U{8WQf6Z7lH<5&XX*< zuK2r$z4BKVPYa~K4Qa6{9i{qlf_bQa$63W@6Xy5s*lo!gSQJE8C>y`Wxoyuj%0ij6 zQwiMl#EH^@B^3dfj@rsbxg@K!-M5TF>I%#a0}Ve>j@*wjFs}EhdmuQ z1=nX693NYQ&~!+=F=i?Sgf8Z3f)7}5bMJgtI?Csz0ogUogIae}P(nZzW-bm*-Bbq^ zoD2eTJPc`_VdO{Ia9vQqIVAdYFrr=N*%P@v+G3K7bzmQmOSe0+UtL#+4R2A1ep&7o z{S!BMnqm7)1k_p>0W^!DM*Zd!xYVSJ`1mM!Ourubv@DV?%9>Tgg)M_98`0cbV`Fql z$*cgO5pNMf4SU56kym5IB5tzvS%*6L*;fol~Mqt?@QY~Y9Z1jR-F$eXKu{~aNm-)lO zn3r@AUnY&B&pMZU!=Q2I1>#XEh7I+0 z_QA_xp5M4>B+Cj5w`pNlGy80PGdrC?0bB797tem7nJ$i0tQWm(M*6z&oYN|p`WSZU z-g){NvFs`f2HQ6ws%S=z9p*71ZjweYtHEw}RV#-5_6|$&2F8jv{t2jr+S83k`!$8K z^ZGK(&pHBXVD|(UhEXk=g)9F%#?>vdE*7K}!0}QFp#gn}*PwM#4bMOH)98Pe1bA{s zGa#5z!=EPs#bx6@=I2|?{wZHN_d#TL<>rPkQzg8HAQ^rE5OCCZ|1T)&B|MjQ)39xt zaP-G+tM$gB=sWGZXIj79XuUbQ<6PSBO}ZGXH*Xwb?pEsObO;a;kw+h2s@d~r%V+Cq z%!}8Lcb+NDe53VYcNd5YA}V3UzqleKh$a&#gDBK1rH#-tka!0N6{0o4D(Vb*GW2e3 zwvF1lsKLVii+8UaiAWcBeEca4MF{Kk)i(qwn`j?emZIya(*jajtf{7Uu!>X<+ z(DhaRUc{QDyH_jkS@Fj2uU2c$wi%&XTO6)jeytx+RM;YDUaECr^?MFr(Toy+O-hpI9QR0K(krQW$O z``utsd`elShRUlZ^L~9@$P~~r%GOc8#9X@irC-Bm-KF)aPW4S~otkQo9y;rY!?`zo z+3VI7k`8s9ODo^#ps!hU=Tpn0mI1qKOS$( z>8y0j0H6fT?vKcM7dOg}ih?={i|1ew<3DEV4r!g-Hq=)<7gt#0oS~{e^8Ui6PoS;Z z;>%*o$FVKnJH6!x4k$;8=k~8F)Xn&PX46D1QS&md^~pp1BD0^6(5I@n&8$X~dl#_2 zDJ{0f_gQES8z*DX#Vvs!-dP)A_?}*I<cb`hIv$g-@bJLBIY9yo>N^?1GGs*c+NXRcE3lNbk?LogKmba z?&A3QDVk%rjm3R|tHXpA6+ow>cpo)w;`&8y^o(nCC#SEnfpbP4(Wos}WVt$35K>!`9P&&N|REwMc>R`~G*!Go~ZuugENjKiTJ$XloeKYAxBfr^YB+sIk*<%^#XT&3>ME=e|qI`8%^uyF~7t#5lx@ zE>UlJTO7x!xMAmMhMVxmaeC)2){Z~#nVXuzwu`Ut6S{6fKAwPrk;nX~28QCFkJg?s z>Gq)`4Cmf+)1=~ki&h1Qbk1bH*jSs2eGO_IABdi^I=Do99i8zS$vn~&U{vxiZSNA< zqx>KkDFiRt3~B1lsU*{I~UCX zbLRXl)8=3C{T?&;$)M%-J-B-Dkv!n_WO!*BL1KfopUED8iSHRwianJ4qD}`eat~HE z4Nk<*gcwEx6ePAU;Iii-5d5PJAg>a4;dB^56~YJ33=(f>%n&B2EOm?d+OE;u8&5EPsJN}%*w8ntc#;cBwMH4kmHnCn(y!3KR)6MKYDR%m=xrh-gL8dH zckSR1!t$L(I;Q5OZ0jU7R1UQAqnZI74atF<{8KLN753uUb6bhSpT6&0d(f%RFd;!!xuyfFh$vU<}jg!-<~J$l^Pe zl+jdm*^DuP<$P>XZ4pMCFR=*9*HaavC{8&_Bwe6z$ea@1orz{ul%5c?;K_?4OO zMS)pS)AVeDLx}fSM(p=*acjufS8Ppr%vRja7B)_cN)YjA;?c0#-QigA6LtotRHsV{ zS&Jg<@@XsT%)2fg-zEaJDzbc;ZM;VWiNJxT2a&zL&0WuO#2DgdI?u$Z9yBPQ$x#^Z zGTy+QW$6Z7#xStPCWzhTzlTcpg-2b&`|oiqdL7brk7x}TLP3Je8i)Pit`2Pyw!J7Y zESBRep&XMl)z)qIQT*$Qit7(UH=_ZUs=NF^xO(uLMGL2Sc3!y%2lz^5Q#xTt$p)CD zC4kv*Hpu@6_aZ+jldYJ!3rZ_68sM?xmr3_kZVL`}OB0*2aCjOFmd;zBNGP((mZ>c?+*N_?<0TLq7}A`5kp5|T zBWc=;uHeAtJ%Ij}A$!22OUhWOz6_<13S-?D_T%NhzZM$emjN*$0c%H1<42xc>}fBA zx-HaZ_IUX*BUqhvcz*8_cKUD*ce13j$Di&TKJg*TtC=whNvyRT22*OINB zc8?{7z326HEw*Va_Xa=j9Lkp@Yy$R}6D4ri$id`j;Q07jPc*j>X{2d`br+^Gn)io; z-X_DLXQt(Ta^s(>@~QpLlcZ0nl&RO2Xg!-SDXdb2njJJ6lTKn&?V$a5Q4u^V%)XNZ*Pb2HTYC9q4ACj80 zC^VRi9BM_;tu331rS6$pSPQD#1d(rdrJfExBw8^PJgZZ%b@<{9Xv=ZQ+Sx1r(l(^| z(?`v}GVu(xOG$-r{K{Wo#pmuoT(XYpgQ?}g^1|ohs6CEEyv0D${JbXUvZtczqz5?m zu8ZRbj{&26oZ@)WNdPOh zu$_HNe)*f?b5h}V?rVW9lp8(bBCD-KeNJ&4_6q(pBWUDJ7;-qPp^7)ZMx2?cMy?xn zYOP^%KTy$sBGoYk+GE5BeJ3W2*Dnuj?k&|4n?Jds+vMQZ}!JfY2#R8eHoyHhg&*%I*0w34*;RN z0#){@RcxLJ#*%c6khE)kf_IhR+S~SY)w}J?`vI8!;Q8#3<6H>9ONeW1MK&`<2fC=O zvBXK$yqNX44s?FcCpcqk0LrZ|u(qASg=YO34Kx`ktMstNK{F1a@hhU2?eYU0!FwH*MFp-d>uy#p=C1O;%=hZ8NhwPoM)8mY4!4UT#ql;x43SWlvL0cnNN0S?N)#$bY?=do& zzm7+Y*nCRno+@dGMuUaDnPT?^pd61EwM%0XS@6T3q>D|l?m{21qBiV??3hoNo{hg& z`^i<&d&lS9Sf`uqFr)r{XwRu4Q;KCcYENknAz4RQl6}qq7^uT@Y#vEHj}L@oFB~V= z`#=%*l1EQB@hIkx=Wb@lFf?49O3Z$t{iIXDnQ5Op+d-{G!obom+~2cwN^74vu^x}(RVGwMX%^a^4l+l@ z8BcsnV)FS!*$zSB9s@5sM$*kTrut#VN746 z|5MZb5=QbyTD2$-nNl9n!!%(bzi2JVxG_|p7N_wc`^BrAJyQ|oRtpV9LeCySWpnkf z+Y8Z?8{z=N|L^Eyzg&i*`odQNI;9ca^ZE=(MA5a48Q8$<@2x}5*^|Z%Sa3Bm(Sym= zPy9R=y>LnzY2wJd@!!f>=EJU*J6PS7vCu<>4zV-3z^F7uQ-|4-Xx7Up*Jxjn&(7{Im*Q>MTWO28d#_`8Im0rGh1ZMl z%*22PD|i}tYJqy{Bp<|I-mcg^9HS%qK|@I=j@8TZ_EDYNQLNhjt7>zTDSr~vl0ao$ zsXf_Z{`<^2Lo1Y>WBh_+|ou5EQx7!pgrpEGJ|+7MXC_ z9b;^Yd7|peF*#liusnm_sN>}#Em_D3Jti1y^mB}ga?^9wV6@>m_io+;;MLCw$!UBE zWLw+dSJ}-aM^!Uq`vUBC58KR8dE| ze4s(|*rxbB!?x3QJLUsl)uzxq!4iOS2X>^ICzZI(1?B>?!7~d@!oB^qYk@qz1Qy98 z$PzozRDBapgG+bKU8PI8<-~HmtkS|#xR^faBN5}YH_y)%h#o9!L(rE)|flW zeQs%STp)|;0@~MrrsvWmH2tZ@-Mom!FYXsTGXtig(f5KGKEPA+QLGBR(YpC;A~mK< zI`tOBmIf|490)hW{LbH(588qN0kA#yoQ}<#yT7{Ckur8 z2Vi<3Ub`>B!5cZuXUcF4s>GCvpGi76sa7pH3#N<}AV4~ZsJfG>cxj!%{C{RpAZZo< zT-CFNzb_n>u#0KX{eNhB_jsoN|NsBp(W_SnAyiJ4M2<<$HpNCI)>5e))_Ik(m^tq7 z@=`f0B!sYKl2sz9oHrGb!$ua#VZv-i#x`b~ZQtkX^85V$n}6_pKKFb+o{#(OcDvpN z?Y_c&ckYea1SYsX&PAqFYQ^#NvFVr%b8=?!07RU9kMx-8qZvC3An#FwYer0~QLz4* z`-X7~c$D~YN9?J=O4u0qxKgGOy))LYWb`Jh#$9&YbTm?!pYEpy=wt~k?pvFP09>AS zAkXPR4-;TH-&!BH6;s){2~Tc+&d4ux%yPLFG5Y(H;xubzJ40^#FB3Sk)*X%zsq8Pl z)4%xbJBHmMBS{b`kUvg`Px@wOq+d3GOYXy4Ku=}qUP&d>0$Vrt2PlQHL0Of5;b0JCR*DZxa?F;gEfV$

OJg}yXmLIr&2>+z;ka-qFn0p(zhVjlDXGDalcr~A{?ao-Eo{xT+cCu^CV#l zm!vn$$B2!ac{0D2&B(;>HxdU@9|KV+3KC5n=-eV)%Wglo|hQ^_pbE zq?lOJJc){}d5DK?J%fTPmiKbClJc7aq0HA*Fn|QxmZJt&^gk5=xbyxNi&qFJ$Df7s z%&x3SAptKQx)_x<#wf--4w3r3gsQxu7i>zwmRT(jb^1MF-sDi2h(^WV&>e{$S`hpx zVUm{$fs=d7Ba(b{7iJ4xTtEBD9_fk%JA=bO^^^%l9g!xB@Q+R>dl_sZZ!g_Jf^y>e7t%HmdKt?L-izoI9pF)gG z;FWuYyKaSHxLC@RPqcX0SXLUfiEp{{9f9LT^#ShV4o9JgCS%LCbpS zb5QEDk3s6?dcyeoZ!w7Vm5Y;&l$Cd;aj@dK{bJPLitK+YAUM;~liY29Z7wMeN=|Iz zF+*4{qs4;8QJ!x$Q~bgm+MTFNVFE@6Z*zIsW7TP4euwg9OHt~m?3p7RY}Jt=f0jiP zBN4)%xeBP%6Tvs;yS_q*od+^#+8lL7vc+aV4-LJ^v)&9~@_UuM3ir6Agqiv(YYmID5SK`b%)YhX(yEECS$L!)3+iVe0 z7!9Y{Kdj$WQt`!!uwKgC1aFLkDXGa{&0wkV!{kw);C z;k`ItR@0GedWx_!NCwWW=X?iJsW;tRj9>;|wGbhZNoQtwa}&F3npx zk+Kq^-*n;#KoPv}-`=;4VP{`2NO@dFl_yXIKQ(1l_W+ys%?(nE;*8_%i2X7hd)4um zi2aLOIfy=r{P&?q%MR6xYW60+eImB&B7H~8Za&x{3t*2p!$p_(;ZA!2-}`_aE>%tAUa)Ab}O24_f@B4@So@Ptg9&Ep!M zum9)h%ZtxrUfcP#v*XG0$9aX_=bu)2CKg|cXg{#~q32E=-*Xn-PJWwOFCK92+O#j? zsburbK#RJ)76C&hA2hE#?Y|HjeCtf=^Q#WuKL|j~Hh1#t*HRpti<^_zu_bblRxnb@ z~#WklC>(9?eCDZ_R8h`p)KInCq$aTUaul$ENQzEO|EUceLV4Nf`b3!)=(api2Ro{E(2f@ z_ScQZ6Q)ZwG!l+{T)U9ep`2(5!@%MevP!%&QojegX~fEqRcCMXtVy8H)}GqW_(O85 z->`V7*vOYhUjF=iO8IR z@F0VS1OG0z8Xg(b;SE2=Cx^!C_=ctUSuLFL5o^;^eCwOejEQtFXI=Q6dzNSNK-jrw zx@P;NbiXDUQ0!3cx`C}3o$&%~&%u|y3B~2ddU-~^2+AOGldNUz^>%SORNXckvAwgt zY6biR*XmrrbXwAGlZEs2n1wBN>I=M`F#6Eikf!rF0}m9SWL2ww+pDDa(8`bEV=M1f zwef}&uF$~}{|?;YNC#ry@iU}QeJ zEA6NCA?poAS?6q0@Oz8BHAPnDxsQ8FaTjk~ITMfVO~9q@zW%E9qI^(YZN2Hyc* zW&Xg7i5e}+sl@-F%%mjHd+CRUQEKJX^Zq|T+dTkJb(?)iaGlVy6%pS6_4Iw)R>+_6 zE$fSW{`*iLyxJ4{Jn~b`c;%T`-TJrm3Rc0+yphG(!&R8Syx`KjgXf9pTfn*Cj+K#d3r7(BGf8X+C(xagbp!$7gs-0grz;hMFoJBK zc`k(0^H1~sBh*!5_R$-a(oHzdXcN?T8Se|C$6dp zhi%~8rM)r>zm0mj82n0REWZCd0~Q`da_7$K6VkcvNpsH2u4?Sb12)dHFqZUjr!wNa zX)cX(P_2%4FekRCL-c}@K@HNusOKFI?&FCLt=MihD6>_k%(?f?Pek&crW=(_WbI(g zY1z$}Qbjk`(=>8)?H0OE$lSA}+BxcWy_a-E&cs;Ye^2SS?}n6YhI7vt(z?HRGt~?$ z4FR8@=(+>iy#RB)TIDQ8Z$Vp`OQxRr(5gkoWCgd{4_wc!R@IeTm?Nhsok8L}uB9pW zH!*fO=(MuwA9o1nAr*a=g`0xnZPpL@YUcnRqKjahE~cWZ47Rbb$cG}ly^03B8((N% z+2+*g1Lp>=!XzhpKHD~yxSD^SH@gDxhf_N;?k`^iFlF<5#E2HQ)fViYLm{mAZ?$MIsk76ht6Nj{Zmr6yRn2FCeUPt{Gt=2~X$RPXB7n|{ zOr{hjviF6~+j0gh=G*?B3SEb;`nNtn*qF0?%LKR0NL{z+%<@fbOy%XG%Sg%n%h>(q zZK?TW%}A?DG$R$!`uh#Dra8KXfK)E0w^*6Qr$-W zF>-jzSTFv?v&?mTmriy2*%DWfw-GJ?74(E_;fEg@L5s)*g8&Rqc73TXUwJz`3Za3q z`Slrl`v{N~n~6Y5Mj~WEenp(+psc|X5VGqET%7Af7$H{|9!G7Dp53$Lot=T29I zVWKjIJL&`TiFdlV4pW{iMVuavoo)o>OaSEEYjEx>svACyozjtLz+l+IrL~E%SOZmR z#~L_yg3PO->c_7EL4g;7{LUg)gBE@Exw~sVm);`@UXItr5&8z}l>3xgIRg|%?}+%0 zBj(Rn0;;%y8qWx1)d1AHMDo)2%9^4P#Hd$B&GZm>D%xoAPf4Y~se#_~1^Wl7P?XC9 zWZ3_K)DKA1c!CB-M8Ii$W2a2;U69C_do8eK60TUQ|0b%(Fw~ak4$!nPVBApzI3j8b z?%o#f!XlXWPnE{h)RieHtLZnjI!L;mHmx_w1#Ofp8j3Q z%*!RbMZjYTk8vc3gzy~!=gRl5M5el^prEqp0eaC0jCnvsVMtU?u1O4vz!@ox*y4_5 zh`?=Xs!{~Ehy%DjrH^UJ9j!LKTnoMqhOYcIShr-)toz5vW()zBWNma4=piLUR1s$Z zij>R|XMI@C;hEgvh$p$ZJt9px?OsLh{0Ayp=!&ef=Huh@X~8cH;dQtjBQ#`_AfIgU zAEkMeOgQWamx@cOCDw56BPyErs#>t05;0>g*UU+Bx3wAIeX-|n!zhDF=s#G&-NUCR z8gAjEM;36o>|n0cv551O+E~{*RG93Ni&}hw{?OQ@p8TreV+}Z2SV`rMOueB4Xmw0u zcN#Ue@{0&sq<6Vnf?!GzD2aO2RD5NPoK9WQ!uYX&`v$=4Q|;M=m;Tuqg2~uuVPV|p z)QQvh5zZYyX!kWm^TKZgj;|d`+Zf;3*09F2u?UFUNn#2*&8zk|7AV5xi>J4}P-aaI$^_qRHLDyZR4d>NEq!qSI0QF70sQ8Pd zm5@%sZa+faL*=fLnV6eGI7hTlO3hH(n)puDi%|v=E(xugay_8D`9S??6>~~lci&O< zaZ&&r(VO{zP%+Av41A=F7uze+#Zh5iloD#4hJ9`(PXkJ(^gvm$+wKFm&*5z|5O}~g z@YbB9UY;3$bRU0IJJANh0ZJmYa)3dU&3byvvudj3!8w$GOPO+fBD*pjU>VnD3p9Y) zg_mo!>9_U?V#I0Q0}i8e7I%7zH^+S_7O2N{)~QXy0+(#ejUXJ#IZ;tw-Byet_+HqC zt}~Px?1|^2QKJz63*9bd5z2{(M@f4Pf&0@deu+)uMm9Sd%*U#chE@d|zDU2ylmr6J zTuNd`UHWpZF^zW*_>DeD+0T6EqYF_0LLT_ee%ZD(bYBs531FZf4M1@Z2ds#aYtUmF zd>B*`w){~K{dDS&VfI(r_n!kLqY)=g8;TEClDaOzR(iD9DRFFI7ShznxrRcqU&q_Q zD70#Eu{v(v-$i+}&1ic0tqn#ZS_1cFfUmy|Sue*HIvX^zH(zvzo#gI{+yP;)k8gl& zx=zSncG5C{x#NrF6nYz8 z-&axclCTMFuR~7bI1i3Sz*x@4<}lJHcjj2u!ZONDX~;zH8!Onra$LneF&UlJ$dO(} zNy6YBZazlPk&?2Qh5_z;VGzk~WJm&Zen88mq^Uo+t2*^ly%}z#thV8?sl_Gq%i(?u678$``0}^;hk}y+@3D16 z_#EPfKaCTIFp}Izk9@KsoR*_8t9$q>voEANu~ zl1DMzYcI37JCPsS!6p}+66ptCYzup1&pg+Ap`E+Uht%Ezp{W zX5aSA-4?#>xiK{Q{-=}bPlXoE7Mxx85s_XMJCRPzy&DovC(*2T-g$rE7g3RmKZ{PQ zDmA&dIXqRT|GPa4X@xoOLmJp2c$ZjtMTMC}H7!gn6%~Z-Qt2(r_whgGi;@MuJ_kNr zT2xSSej{UB$ZY~)yCh2dHqj~iF}HWJymSrKPX`3bewApP7h2ufMHvLen>y`K9O2z06&Yz%! zbVg>4=xYXfyZptCgHQ3KW$R}H8^r>XPjcS(F~x;er-_(%GT|6T3Y}Nhe$T`4KQG<# z+GscNYAjag11TmVaK<5weL5B2#JF+iJnZyng`=OF!!jIB!>pMZzMo6a_C#NnS!;49Q}y?>uYWOnJm||jW3K~{I@WJeyvhseM?}j2)K+xi~mYSf+q#m zOWLJ+a9RCO%%1ZjufW_lu$6IvRrC6<)i#DFP|e)U?L(kXapPbTMVQ zZ)p`&atg4`)7dvT1>*mOJ2+I_{BiZ68Ts}JEWj0$sJ)EVDjA#|-d8B9!3r)hdb0)g z(CF@mR}6jjWB0}&z&ecrBXw{RY13Raj8dTUiQ8@WN#TS2w07X};srGc(V=i=9iOFx z`>=5i`RAO#gfBZd)8v8wmBkGBhV+hnqKT!I_Lx={v;DmE?3ht|Xbc{AaZEXUUoraE zoE-{ae$fVgEGO@HLXAJ-DEtLl)|ZCfC1`M%AZi0O4cc8qYGG&9#(!4>O%H_3vWYI@ zJ?SBnbu~bN*PS=%z znw`*MYgWq!3QRv?VcABTpx%@f%y#ZkXzt5NlbpuqLOB62M=BSrxf*47*>stJ5&)-J z+){4xR;LVp{rS6);Dj^bhdAhuq#q#B-s1i-qZ=FnGNn(<5SkoQ<3#z_qW~TOZwLi> z^;VX=7`^dWiSmqS;VTknTDtFjG~&`)dSiFkA+a^2f&{ zUs_pGJ=wAMQ6S~!#rEPb=W?4{Aybc3CM)<2?7-s&kZ!u_KUpY9XIKT5b{-UdD5Pz( zhe4}L7dxjtd%vG@&Ba9Y23zBv5Wx`X+~1M!Qk??e%pWY2Jtjm8yQSP)eWv%zdT~R7 zlfya*8OWZ6ZXH{%I9oHg;&fpBnDM$A%Gg_--1H*Kj8srD~(XicHue~bJ70t2{@tE=R? zCxP7%Ba!z8z>sNhkoU#GyXh8tX&(GIr)AOaOXDsliXbCx>1)ZxfN1IcGE^hZd@86_ zoN0!zvHjIH;v-d5jRDdpIcJ@uQU17(I9xqvh4&xi%4xDgCEBaYKTI5>~}R|$h7 zs)Wua^MxKpATI_CU0n3Wq7KfSn37Xg<|kTa_H;PD*gMK5@9p~3B1c^qmlcwh6${lZ zxTx#nxW`XwQOwKi^ON4E$z6MFsTvY=XPRLcY$0G)O& zsD)0)TpFjDbqI7$1;EiKP8$)0O;8}XVU6u}rcYssT6DmUHlaU$!DHmfGvYNYtq{$L z0J0W&ozk;=N0AoiqOXlJ(_U*%ZHWsaFN2Psrr$XlgUGH0dWtvno~%l6xw99DZY+E8 z8#F+-pMwiD=}F1|Q9=9m^^e@EaOgu)=8hD+oak@iB0|Q&4QW_zRxWnD!yD%6#N8sU z&8m$mmW+s1q!!#Yb)0Djn>H~VuQjC;s|keHfxlP%kDES_FQJBB8fR|y?)ju4Q<-tC z_k>jmLEGvr_5l?EeXRhwPM)bLKI^e!GFf@g>G*WbDOn(^iMQQlzYov?D_sd^7)6G3JGVo8_DB)aWKNGul{m{(Wi4EVNiQ?{ zrdYXEn~=l9snAM%tXOtBt%3k|*@j_ieo*D~DqdZPB-f_0gAG6cq34~8JXmW4S((;Y zld1$C&$fngxH2BtqC-7wFJot~D9BDGTJY_ixr?5}X@sYIA2H|^opO~0RdmauHKU7o zm{)qiOiW5yh!{_IjUxlxAz3dsD3OO}{e!mOWg~%*iJO5HIapwVhf9cFy#imrO@N5R zjkbX$-lKBJ0DDcZyeV89JG8eRZd_XL!UC|x}Uf3frsD4$FoxC(UcHEv0u@*&KXwS#>GFM zC8No6Nx>!Tta{B#GnEF0K9fqShf3sOEhA}k`i>FxI0#)=au^8$@EwThV~E9lC=`@V zZu~;SQRD##{DAI=7%EZpz}$sw_6^}Jhh6nR3G9|Nz3g551IhK9i&YQa&TYlJZwubU z!G590KOGPk?i?xe@*)QUjq7IP2A%|>P`65`*c|>a4b1-fjxBGovzCc|trhM%ODii5 z(R!In<>nr1v2&IM6?~Sw@RF>7gZFl*zbMX{=3VuQbT3NqLq4j>@8!l_5KBR>^#rxZ zt-M4rPvlmFeo@WPA3sK6eo~>W7qAQh(^v(VC3f`U&Sbk^dp5C&VQ-{hnyQPwF>`wr zzb#}YS<0@|M)#CP(@Toh!oYGY>WIG2vhoxFQU}}cov-gueAI8U<~G*N(*Feq?!bkW z?*(XDd(J9Vo=Td7P_^M(n@i+768cVZqxUYFTO`S71W{8`W+0x}B8%2t{FOE;d8>*R zPml7z4H-=JlWnV)_CHf?=~YWQM?WA_j2+-Qd4My#NDaMrG^G0}VXZ3_c{1I;T*_Qc z>m)qeCij^@Qyk!-^eJKHo*FlYMz>Mure;L2cgHydt7+CL*2xc0v{f4-gA8$D*;&zW z$&;*J#q3_0GgQB=u@+?8r@H(^VcTQMm7Imxr%xb_o_^OOFj- zx%~R`#(Z68#O=v7+t~S|uFA(q>5C#yYmKDZWf7{MSf9tM48)|wSjQ{hp?Hw0BIdxg zag7@FR|t7D^OBa9R|?o_u`))MVc*~Zu6U%r5JEl|zLZ|`G-NRdv@1TtClpW!RB*R1R<~@kb;=#wv4}X`F-hk+2|L-4tFUH;Sq(Km04ez7` z=vV#us5`Xo#gMC;Dwj6#W(x@n+F`J!Z@MU9(Z`gb8{A4Oj*cgFg`WTEe4q)lAihar z-4|dMXKC+M_rgdiA^%WvLucqQ{RYt`6VxCZOlBP*AGz1kNJ z0+DTQ4xPvT)D0;Y80|V9-2{MA=HfMwD5hE}*MXmyE?a1fm#+Me*?FWD3|H9x)3`TQ zcGqth77S6bjny>CW;pfdqvKycI9nNx#U>`B4}@>=B8*>Dse7)T@wX-LTJEWVhL+cE zHlbZAbbTm#5HEB1b!c@F*n{kLe8f<_3)ON#$uyH4KFv<^h#qfnO^PIZ7FCA)q^N$X zUH(XaM8(6rD!=jE^JQuK=6YM~pEjmATYc=(|57*6GZ7PckmS^cuHaP;;Q!?&n!Clt zXg2xng~4KF8EF~?av?a4M&1X@dMUUn!yQ~m6@L3xsM-`xG<;2h=I&=X-;Yyvi?|<) zX8d-OUM5J#PLJy-!h26M@^$j)Aa8@RKGVK$4a@CSn?s?}mdHqu@!MECy926iO(XV4 zC&1Hgh#;<3fgczNWHo5ExpCJb*e8Vb|F~I?)oqk2Js7%8o3m4C!H;!{1K{|#$y_Us zBx28xjl7E+77?FuDh4{2LI7L>*-jzjbvC^=g9+WG*Cu137r~9+(b=lbB@FimBqLZW1nm)G!-GhKc}L}0|J)zgu+1)7I49TslVt2jiQrskVS){KQ@6Dqi9K@UoAb%98)XTeLn=a%*D=QO<(7^`szqJ&CwW5}ps zU-3u-%RgJSK0%tXvCCbbO!%XFK2_91?+o!G!U)|3vcQ*C}H32^kuYnt=G>Eu96>AVDGEw9*qM|1!W(KI981FSc)(Tn3SXf-8g8k(`;7w z6Z%Zi^qUI1;ACNzUSapQIEFB9Y?elmeJrk)7{cqfhAy2$x}YX+SB%cywoVo@zcR2( zI>@-NaZ8wQEzBPY-eoSRaVbcmM2>Wwr#;oEJXg(hnUN3G4j2_R5#HbJH?>L@L?Q9L zzs@6SrqC4Zv20XL_>>PNawy$t$W@fKg|T!Ut{mtc3>p14xI!<$Mn}!oFd_$mcn-#d zF~<-`WK`q4%Ln~q@i3&~XXhZvLMCh+970Ejg@w8EN62mxQ{~=q!=oW;t|ALK-nQjD zVGCwT>r3I{j|0N_w{~=WhQiBbCJ;`O)!G@j`x$s^3}`XL`}=1J46JRw2)a0OLu~hC zF0T99bDdVu>W-1>2Yn2=%pBLjyZ~+GP)^#Nv+HMs`%ax+bQ!a zQ~y3a5jmId*GO3^jO05E4K`}pmt8NZ}35 z8{_97`Q}9)oW$*j#pSyt{~AKmXzQL{F*7 zd%vxUj7nbK0>QCmn}IF+z970R zROrcG?m_(+u70X~^MYv;LGB#(E|)s*$JFt=2%)W(2nv2S-1lMAf$J{m#6dZ>D6h!h z@w&^_oVMk>k(!XMrRw#z4Tvv!98=rtu?;BzZ*a!FdCE2(bwi`N@nhuR}lAhbWf*bS&;Z29I5KI79{{eRw>?nmZ{3!ErX`0*ZL= ztt}~h$w;v@fvWIj(Zsxj# zxXo_1VpEogxZ*!W(&8V+WH}d2GIM9cz|cQg?4%`<$nyq1;-47xM+kVm`}U`Tl<$Hg z!oA1IYTsb17PPl|uZlH)W}W0QQ}%hQ(QW}{YV?vY_FjFm&=iiI|7*eUh?=*jC=jkV z0||n*`0HOF5T9DK4$C1o1Z)bvGW_u}L^?U$Gj*Q|T1N8E?7U!9xZw?gd9tj!So#mu zc~^%KfRIHO|Iz05Ae=E4-gM67n>~jB{@xn;J%?yWQ`zYUAES%Z-;fzvl34y(?Wd@K z;u>>tV7ChKEIrqAM)bP4d*F2o+~OUUm3{&c3A3n;#8gj~^MKcr%G&nGUFN$7pl74u zaTQ-w#9yYUhw4L7l-ZhYqMk&7n!hWy3m@JFE zD)&Q=-_RJO;o`4iLR+2R7~|<$`9R=Y?vS~NY-r~Xg5SjgnJ3!J_CeZSeiIFSRcYFh zt2}|PKSi!!l>}bJMZ&HE{HD>Ycu2n*$hg20VCTLXiH``g5wc7Vx(j?prH7xmyshr$FRcE9q%pk^XLNF;Au9d_cdPl=sjw_tUaryXTFO=U{*A7VxJ%ii4930ys80RAG)6tM_ z_JRgoE#-D);ZZ}9hgw!opIxT((%&-j&Oy9=S`6}T<&I&yw8k#4T*}IA2N$wdJ_5`{ zb17wjrQ1*e&HxAyKp$PVoA~LGrh`53^^$FiqJm9~e4|07F&}q?rN51X%;#BX0p!Y| z6T&PguG%Sjl~hBe{{QjNf%2&zJKN4&2r+kj+_>%cg%|fL!b0A?w*39-YqDnFy$890 zJFRMe#pDF}o_N=N^4r1nt$&JiOK((HgY=%GZO}w|^-*U^gOKXjF(8OhGh2 z*5Zn=B$49mN?6(1iGZNlLbOz&F`m4L^3@H`9ZeK0M~@jWYtEZ|B(21Jo@{2k86QXqoq<_y`w~_6Ey1GR zNKbNeY^ZPMbkRg}CRlY1I54&9 z)<2?#3X<;j&o0ZDi_5Z)(u6x_uce1<&69U!4{mH1eQutw4A!lJ#f^QMeOJ4Q(X@A- zV7tcu$+}zlD5@wzSY7BABiy=9XErR`_-j)0*>_5FVdK8}#9g)aEgurlDT!Ya95p3g z{Q3%duI-j3S31cGOyP?@}#&vVLZys8nPgX!L*wB%<&X*KI;124}s#(=Mc zR{lu{_P99ItMKESJvg|feV?jfH6b(`9qYI_;u$1gJ#+d`0FH3cY4rP=1lQ=xNKX_*mYx}^2oVy%JVHhBHCeF!VSI3ys6Bp=2o<$qm#xtecAHba88M2btFb} zgbWE7zYl6sBYOmlzkKcER<@OR+lGq2#{B2-jcU}JP-eb&*8n(3_g3xXo0vZ1`gimmk)Y3 zMYia2S3&5PA58<;W<)kKnb5*1CGJ+}wQh|nGH39ujIJ>csb>3aYV1%m(vt#NEHJ};G$k7pcB|XIzmt(ZJCIoq^gtFlp^*JRyc^~+ zlVOb=y^jWQ%3<+u39$Y@-)K!m(je4$+|FRPnJ)J$Mbe{|Gm;H%eeXF|IN)TVHjS;= z6i=*0f{oA4>BYOOQZ&wX*+8X>W6h67(VofiW-{D;0xYsWnj-UCsh|6jq}9tjAar=> zwyDJMOUe}|%r;KRmlUK^?Diud??-HcO98R6ihZ>I7{w@S8K)Vylhfr0>F$M3PHYw` z_btW|>GbaUlA`YOaGEm^@!6ejI~iME?QExGkhbx}Cc@WVAX{>D)3wIE9fVQ9Ar_M) zYw{-J4v%~->06j}OsFSJb{Uyc8ji899KZD&=8Rm3HJ54)C2j62?4EXJ%mMgewl0rj!LMx}#O*6W zmz4n0OG4{pxNU6L-Txqhmp8cT}MhXtXLBPNVHX!=*|^IaG}6aT(71Ol#nG_%vDH9Cc8-bdABfA zYx|Q>>^)-07CmSR=uj_b;F0EhJU%-n!&#&YrxAt+^*c)tA}7^`anL6L>{*)@ zE10#?9vuY$jYZN)Tcaj!H6Fkc!-6;V_^w(sKg?XmYWSzI==msRsyOD4A-5JlH1+XT z9#+?duQ$-uRGpUY zj9HSqiU(yC>Kz7#`!lk^Q$vZ+$5ZD!IjB`)P@^`)RWy*fdK8dnqbwv2QIPpV&S3a+G9zDtW>Vg`Tw& zTJlGC-%9r_nWIdNZ$c@Z`wG~MJpfhOWoQU@f#r6zlzr+O!5rubq8&n^ozigMd*u4E z*s!qx?!k|YQg`}Ac4ebf0LvjaxFJ)DtDBlakc(f;h@uaUZEAA>f{WkxJ@9^LxCby>UEpa6!u42SjHS48IuNpPvHzdhY4uGI2b93>FRwo-pMn6akUm{#sfo* z-B4ZcCg}v65uJ@SgqnKyezO&u@tqfI9qF3(g7p8Yr*gazQ<+IvMkWlQ6C-+)H5(5k zle>T00VuOZ^XK6Eymwni$ffSk5draBO)^ka07Q~r=V72DeZ+4tTa1hM2(wrqDx7hf z$&C?}X$pfqz}E9k8^vu<*^*{l<2|KKG54VG^aD~ykI1M{@~$R+?iwF|9~}&3QdS!N zT{$}+yRN<*!p>pU9lt8m{9#JLM+aX8Tii+yG0I1zb`Ys}ol>&i9#PY)%x)`qT$Am= zk&$irbC7Nz274EMRdo1tQ&>uu0F^dN+H-4^Z8#|Uj7SCyXpkR3(e;sR)XIG}k^kBi zpb!>nVqh9)jNq}aHO_;e(-4+?D?GOHNXV^6xlc1kLLt&DD)-^jSpxE^N<}?;)#bl1 z;ne5g$z$2{W`G4V!+w)PWag3eY^No`05u5hH5_!xcfZA!4EL;Pp?KBz$nUJtV zAvZ>>0|SpwcjoSCs7a}pBtNyGV4YXtlAo4rm<-H@nVw9_olg2x?s#uy^KQoOa>s12 zCdNiDbu^?HrU^8QV0|F!DU&9d=;Szpt>rifGxq@vU#2gJ=tK{?&U?(MZf z1@YZ#I{S=bY`OXPX7z#E-R5D6p65ml#NXsn)TW@Jg{6Y9bj$R>)t)Yv-a_N4t?_Rqc#uhuRpXW~`2o&!leMHUZ z9dDk3HS)n1ApJE@GN;Q-;O>N>cw=I(oVF?cIjv^Dxd9ozk`?R;lO3 zd{VsFK?enUjtAxd5266 z5{~Xx9T8);VhkVzHGj2*-zRU_w%?e(IKD&kw|4>zJB0bQRk+h5BV))TZU zua%Y?rCPVtUwZVQ*xMGgX?(uge8^){3}9I{niM%+tLuZ{Q|R>?;NvA9#4=0kyfMsYoq5-r~T|cw$Ym>JA@pmeD=g z*VkSDc+>tlYv)%Iww-gv9?4b_g;hT?rBN;5bmu7X z{w>&pdub2q&Jzs>iiw*ur6Z=;uq#)URVlPPFDe7uqb;Oi*T5ean(nY}>dB;qE3Hg# zR35!3_U92?)Uyl&9v(SH$W=9RHwtB%Agp#ic{X)+c(_|2c^s{=FpFdZ8A9zekYY2M zu(imLLQl#Q8F#TYmRvpP(4qp>Zq-B=0A}2Vu}%?^Cnj-)&cH6;DyY#i-{2?;g)||HuD-uDZ%~bsz~H z94f~WlAPHpr%G8%B{_AZB1?0covuGdUX|t=dEBjvV5#0W)u->(|5H#rt8k2j-$|`kF2ucJv=z_3Dy~O< zpP=*2UV~<&Di1ncu#V1I2#Z9wvPVPC#3g_{K7jH{q)^>RnYIH~%VjQy`5c^z@Ug(XWM$>75y_!svoKP!WeD&${v;4_CUNRG63&~5*L61W8q)^0BVyk$A8+x zE|RHF1if?=eCOiJ0rlbk#FZ}J3h^6!Mp9-!Zi;ixq-?BESJF{H8+Br@()ezc&s)`B zoCs4_1Kfg-oqjnEc96ZpGwjN&;JnyLlMGzyp@O2gNK9@Pi1q~e)}GKC#~BNvmm0sD z9f=a(*gQAAiG3!L@_6o7=@UO=+7r3y5&$MpPmC%P%n^NFlKK*9PxM#9Nkfivn{8hi z1o7WTO9{RuqJiG=4>3P4n?D`53IY>adMs*D{1S$Q6`!D@bjd`x#Jl#!=Xt-v&L2`_ z%tr2#r?uw4Iig=x8AS_m<*PU3<%Xyf=%h5@D@qfspV_J>gUP@(DKCeRvGe`Lp-@63aRY1McHxWy*csgENES>l}F7e3<#6=_u z;7K)PG7~B|1;jW_An@3TNbYevbnCBQ=zd+k5-dL5Q^W>fXXWMLJO?9vb;?cPF@Z|*722=GGn8<}zMBVTbfZS-+Cbe;?|4O{2Dl3{@ z-&jb-GjQEB`B9T7+F6?ZO!Sj?K3A>j3ykmWzKo$E%odX#b--YTCDqS6&;$s_0;oqC zb<+l35R=)DN8|QCY4*|XvW#<17d%={06mIObtV;Y?SS_H80(TcW>7BVk%&`qgI3bX zwkHLzMMMk$%8DmX5GzfdNg?XVldLBSAFV9{qY=l%8lO-(Uv>+cnHy zoOUQ}@3i;TA+i4yyWedoK1A^L2={-kRhujdfTrx^dvtigxOtZBf^Kd-S$fiONq5QM z>B*8X5ob83Ks`bR$T%YNR5rxC^fT|;UUcuZtXFnj!v*Cx-ndPSk#D)im;Ri0Nis(l zeh#4vIXQ550fFaR+9bbizo(6n6=+~>jr1$5ec4APAwL}u z20z5)mob15ZBO9(!7ICxEw3t%Oxk)8h^2m@oh+^MYEN0yJ!x16sv7W@RUd&E+i6sh zrIR-~=b3O(*BiB6{L0o6U*5k6QDT>>&IudrXZRJ-MyTbA)K|%n_7c$!vh-WUuO{4z zqy0$HV1FdYK2f4ME0Bn#bizUUsV+e&VdhCHwVx8Is(B&C5Wwg#OCs4ni z9B=y^z;vN@jUjgNL%w;s6BXxj!M~Q4$KU3oGf2ML@KCQ(Z<+))xhZn3ryN)lwi;)+ zT4+A6TFq1J;NRXfVR$ths)~DzaKEpqW#>dJP4zBmA}Yd|=;i$~_e_I*Ra2WjB`k~^22*q| zi#{W-v{6~c!A4a4JVJH%+k#f!l_KumUnVz8t2z@Xff@5Ez$gDTt=iV%JT)S^wWgoz zRZ{hLT}fa(uGS`YBm)7{DPnogo?*%hWOcLcAV7*UwYE`1Oi+6#a+0q!Kz^C5NkBoW+@PDX4Klu%S{qc z-29mMzSrLx@>h;i_j@S>#DK9+>`!1VAEU~1RWF=hq89xpsZHlb$9CTNHMlI*^444s zb;R0HFyB6Ae~HTL+YH|Gru~E>S;Xm|G--*%=wRs~gzuK`LK*KuY5LgKW|Fo*HzRRx zfW6rP5Xka@ExsVs5*RsM~ zZtN$0G|86c0iro=m$*C9No$iaCbF$=tMQJJC+)#Gg!4B?#{a0yKI_-+=#VFQpAljw zy2`o2oQvgu&t7reOju#HhA;591nsZ-mt0~(Jy9)b+}eAt&hIJ;{n3WDtF!UM!glFx z_w(cDt_f;GUDTD`xve*9++tsNv+5)xgB~P?z4&bAObt6nl4k!3LQq9d*DXu)N~ff( z?EHiXg9V*!!_=3y2+33nrdYm;yUdjgo1}K#S8bODiN@_OpQs=E(A}_ud(e1`3+&Lx z(QWiv7W}m#nPYI*KXDn?C~k2EN|wf*BQ+CZp!~Q_2cVa z6B8JIjUGEqgK{DSFsBrBgMB;F*;fr}9G|Xq61!rv)h$(HNLV&^r8}k$IyuTth&Ykv z&i(zV3*@^Tgd(##$*UHlGUU5*?Fp*O2P3a)kmd-WQW5vZPEjcXdb#>yJ%) z6t<>M#f*j?+(tgJ3%`eVTA>=m4ZqrNeA%G3B!I^~BLnBTqSI_>TUq79B<{gDiMBLd z_+U1>PT3YYkc!7ia=IAAE?Y`=-=i`|1D9Ecc!^9Y$LcR~W=H2Jm{*-MRc(nBz)EuXHJ9}T>TUxet z9`j)3PI>E%H9VJ3g?L9?X6@YI!2?+zU7+zdIMHFBwtl?;MMo{17@3@a4)i1Zb8C!Z zU#*71ckKnDDRdk(h|75-*T&ngoS>qip`eKiu{A5-Xg6l7OO~Lyg!G}adj;BGw4kn= z9Js`|@0~%aTY!$UX3VvyDuFJueXSN|s(iY@J0P<02{cA4bvF{798;;6y7_YnlnlrrmN|H^Lhksbv{Ir?U?e4h;PKi@sx{WG{JtiM5DxMu89Bp($=8gUt1#R-1>Kq1w-3_@H$U+%sBK8Ohr46HL&XjYh$09EUl zBf8IA9W84(cxSkn)8aQfe0nnYA;o(>3M%=SM@I!H#8)}8JcaybB*prs)*BxQ5p~U> zl`%tZ5%0-g5q5*|nDk(J{K{dbs=LBQI$hUUXk2q?!CP7aU$J%71>}&^CG$ZLu)An; z@kEu5EbK=gcwINLx}F@8hFMogJwjLBQ`K5fYSXYfQtW)R?G_i2bT_9tEva!peT%-3 zGPWX3;M`2DNA~%1#KDo0@36`_n@Hpo5CA^k$4Ja!81X3@h61x%tn-+sym%siIbdWp zE%qOTOdqTs996AkE3nhjl)jN&e0Unh$R{#&@YAJ9otX;XfkG1c_I+2QpW`OeSmr2t z$uimFILfz@YZn&>j4lJHItryJz}!+>6y^|cflRXSplCNAgLt??cO46+K9|GAQg?3n zZ4N}gL@GBEws?ip9?S*Ig_`4gc~b}AiG?Ve@_II+4Uz^dmR%vanqEtXbFpDFw^TIC zR81o4OfJZ4f{>0VS`SU$)ByILzXT=JVg&tw`m_PS=St3{R*}D)Wh!t(EhHrBZ>vGV*pK!dyx<_&*{8B`-brKZ??x^l zG$JVh72<*yn$z;6vkx|PBNw;qgbl#>H^|6B$D0jG`#tHk(YrnJjCCkd?1qdnYZz~ZU{5% zKUXz_dle8~+SVfoByzUrxJ%!}X%2ditM&}Im&Z6j*Pik0CC_Ki@Gd@R@@U+wtTn|# zkymwNt6!BOSSTN+M?fw+{kx~sJs$%2_aa4u67{UR#0sX;NwYmXvW6D^K@>%n{^s&t z3>0Z$4tqEzkLec;1Ze|v4*TGO`fAp~wy}cp5}I`nEOAgGND>&y+VGNju7pxiqkdtd zK^i^`L;kW50-SBlZ0;^G>OR{oJtm8o55yBgiGRY!i;PQuH)0|C*%bqWH(*HFL3q+b zI6YZz^wS`=*i)ZNo~U93RIC>(Uth%9>h%$7G#z1P_r6qI-4C|e@r$zic$3rGs=$_u znE0suhUr4Kuw$WI_uf+V<^AMwy?yxC9Vl^3X;lX!YE4m*JZ0%8hORpU?DAjvzjdF} z?poa;tTtXzxqrjN80=GBG)Wk3eaywy&T-l!Q9&tyKS|A5>xh z745vqBD}(Q+?(e{t|UTTQI2m3_oP4I9f~q1M7ppI>;1^yNy z;krXH#aT99Xo2g_0-*oyJBkhQ-`e=C9Sq+gZhnfi^EykE{8nJn`FyVK zF8T;&YH*Bp5wv0?#cuj#wDTtT#NQmxfNt1!SJ{1T!n#Ox zHK55rmXiX?x5rl{fou!HohLUp0D-Z{ks&o>@H1DTYQ4zDzA>T3Pd8<8z0m$rw`5Dx z8e0-qc2WMj_oAwP*EeqV#=eQQlk9G!(~#hiJ2kuY*181s1Wf?rwD3_H-^}i(el*-D270Y`d^!Pu+_5m$vB364g6*?3K%uaGOg4 z(}Y^`1FS9Ke5loLNxGu_^konhdD&I_OOxAXdFdpbHu_7o8#re;NU~ECG0kp(b|fO*7>VIz=he$3SG%MEN|K*1r!D7@$T>$8dw9=}U6wSM^PUG?mi)cgqxLgRVBg68hS7c5 zbWU6mf7vzqB;ZiK7$y7i4D-U=F|bl>me=ehMeg8_KXw1^t@=Mo!h?nXx8Z6NJ-!g! zxb*g#-;t^(S!a)>=T=Ye9ewvz_fDn>_x`5OCI31fp&x#7A@BeSOenE)>D09{4Lq0C z(M-JbOYR`x(!q>W0$U>e++?a_G{^o^qTfE$&-g3D zx>&2P-@eI@w)9-)gl4p+L%yZJwvH^HcR1NM`u0+aa}~US2-{v{_&vm@xQ+92FY$qk zPy4{{AJMUh*^Vx+vBprHNm=UR8QHUZniLT{chEsEdM^IO9)fy!rC<#+lS>onKFidD zp}|2T<4JP*BWgO_Jd*Y0o~YqqLgl%*)D><=7r*H;wJ9@^GWh!S%JGcJM`K$hx#Ua# zBndXI?!?*OwDuT&2yb*Ss-?Dz$BMbPK(NRVF!}4yvO9Y)=|&jq+@cqOkAJx}zqFJq-#H;$t+FeiEYoLMrZ;xEl1r5QY)opbRO7V{nk4LtF+hozU ze1PVCW3poTu{h_6P?pj`vub?Z+O)7q z=$t9rFg5=1^Vrd;O;)t)<%Zm+cGJP{g$E5H-J>qOT$FlEVV&|vJw}uAlqVcCw+6yj zHpDrs4(<06Ofqw3qayAs1a&g@T_Wbe1<~b(RnrD>PyGQL8*2S*#)D#kUwH%L$l$-| zi`k0^zua%ioF^mJj;{(n=;d^ob^gkKy&?3WX8w-whR&c45L-BYy!_UP>BsB6n3BVa zsz*;%@V{F(pj5Ccc2Ud|!Y9|>FSnVGIUlf|ITxF^gm#SYj$p@6Bgu7l4V_cnV;uaS zImb>Wlp8iN{HJWCB4NU|YNeZiQw$c8J!oVtk6%tU%~OxgO~OCA8L;qSnp=AVZQlL( zU##H^f#y(?ZzUT#>C!3d8fZyMjw;dXng#Y8Q_j+E2i4cwi5?vkrYGrr$jt5v`|(8o zVPE3s+tSeul2rJ%g%o`rVf}Q#zRMadG|c5I!Mx3_Ei@O~9oP2f4<7r2yKg6KjToY) ziOipkM`<2yrxO9>5RwED1FQ@3s9Py>!Kpvd}`0+tMDC0 zTV`~O&B8S5U`t)kFwqLi<|wQwHTSI0K1A154(@ciTd59aaaAVy&c#()MUS6ec=SJwL4mca}OH zN-zcaCOn4>Hukd*qrj&aCA?eu((j(es{8)HBoxAnwpH%rvzqY~w(rDpnFu`{i=BkW zg1OFzR9XXA@UTYeK+*L}bR7q^)^H$o)5suADYb0KyU#F*-b5R7|8-3{33d7o@U;1Hnd!-Yd#s9D4`jc}4y7&yYz9CQFvl>Qo9D zS2KpG+{&?99HV}{c-~w51Ro}>i~>n1SKs5cbWIm30tb3^zqag6qT-&G&IW2w6GL_= z!mI$;H)k}yLx3gn@1TFfC$=g;XG~X=<=20^X9)j*%G&m>W3z-E+~hTrNsrsl?gmT-4Vz=#x3t^j1qm*FMIKyHpmJS-B<`sW zx#IH=K{(`zFLbHqILliKZTKPK@jC=njNj7wHvuL|;Y=bh6Z!ez2RhuXnHBZ|Q~Mh= z@k8{=2vLc**-lIeOpy;o`Q$*VeH8L|{$K%GWrVUhxRJ#@Ss7p-H&U#8R$inxU4QL2 z2&UUkWvx?TM%SX>uV-l(j)ET~r#)L8dQbk(b;l%MC*eSeI{1STEP5nf(hN)WHax{!`pOb}tQdw5;=3GbO)Ce`KJmd_U3JDv5x^kTO$4ePj-!^uUp8euk4MED=-@G^6KxBG6is9 z-Q#%51`va?P8GHie;a&0v-Ihok~uS8eIn?CP7 zT6zEn&PcwREpX^SA7Y|GZq49GIAv+t&SFJQ^NDMJ5Z_eCN)W!wL8U*dXyY}7@)GpX z&8e8NkH9YF2SlL`6I%A@F9WO)^c&>P6?gSEL*w1})Pbp=KUC;~75wwDa(7!jit!T& z6qB&8nSg6eG&HH1ns#t%CUAxXEpL$b;HA&~fp7>@04@RcUnBVxAjTTSGfZlRJJ@W- zpOS|94sIa{`ESsqOK%GUiiguI_~ga*!A9()yL3f&BK)rfuzoiX!F-?Ovb#siW`M1q zCc1nZ+uGe?vsvOjsj^-XJn)i!g7J>$s;A*KC}9zVJv|(rKOi-uTL7LS;b?C$go&KI z7H86zUg)$hLrGVrq39y3)NQT;ia>&&ivS0l?*7U$I->)7k3eE768>Tg{R~ zGkh6cf^zwX>OoOLuvi*)PkG#1k_V2Z3@NApG{m8HAp#7Q>Yl|P7+i{j!~shs3nFWz z$43wdP1b#B0d;M4N+tk;)^t9gM?~1h=4G%TGig-@@stDNV0$b|IZRqBTm~D=WBj$Ada;h&i6A+#eR_BB%2wh4VN={Z0Cw{_$OqOG@*63lc5GQ-#a;lr$_$*cbc6f?RV-C$nxwV3LV z40~ks-AiS3NcDZ7_Ex$4XmDwiAC_#WG+J?-Yb=L-4*-&Y8$7r=4utQ+UGqWI)$y~3 zly1+PGBzihAxr5^ul}e(*r^4T>Z+z_RvQ5w1N|eFjuJBpV!&KXarWjP}% z=A}b%>}}nMwWqm~!C^V?_9o?lw57Fm>YcKv+u|0>o>Wj82;wE3-6VATQ;AB80lf$# zDlS?|xB3`w1k(LbiGND<;={KeF7X|xH5sfW*=Ct)l@qC2Sy_q+i&iY=KB)68l{8mC zLiTi_VEd%NU#HU>V{9-H-UX*0lvzGf_-8I4a|V`70gg+mg|B364-cL!mZy*;|7_!3 zHzzQzl7psUdW(z*aNTc#pZJS`%(+DM%unexvD!D zOjGEp9 zU+Qd*=sWmd^HqT@&0`DX2;*AGoKmWK*06Y@eqskC(Po?d?dlbRtJA!!|9n)J#2cCU zC>_^#uF40(7RA8cYYSN{rA7CS+7b;9Y|!~=JK&S^XB){T{&T{WKL%CsM**FsfoHDoQpF!y@}=$A z`v~AAea~(5M^Uci-I{zR%MsFGLtm|3PljCfa9hc=6CW=*=M|d%D6(j&$cz$PfQI1~ z8^e)|eGZLv;A=E&?DXQ0Sc{B8S!x`DZg2 zBM!^w(XW49D1T7@t~55TBDagb1H4@*{B6>hr&SS>eMS%+t<2oe4$wJ58Nj z)|!xpXz}AJ>gJ|2Fzp$x6NU&iQs}bSW*yupHpPc!&%FkY=&t6gx4ZU|O-2}KpB*_j z(L6t6zVP|rRX6WkmAX@86hGM?FI!u#CPs7E6Zf?x}Sa&=&a-pgM&_ zT*EHCf3IJAmCo`68~ZH430tiv5~?yCF%6(=HeOa^#b0Q9dLqAiQ5au;lO33VqB%|2 z#3*QD3^2I73kKlYu?a|Ip4`r5Nyim1eo9TpY^8^kkr5Gue{5ZnVHTo>9S;_96dJ z+FaE1iWQn*XUr2O5ie24LK34cfxICd#dJ2qd)aO|W9uGUz`80QvN%>j{s|k82Pc z>IP?MRy`v%X`#NvxHAsRt$}9v*T8zPERCOf9z&f5M# zgN3>?8MkI3dtLQs+K8Nkc`K(8F?-SEJWx}4_&kELa;`)8!t)nq)GmT;x`5xILk0F= zz@1xR8B5qQLyeu}rVXh_a9j(%(e}**!bu#XoFxCu`F3~gxRcL(Xo|+WhDM-pPXA#K%YoRUe^e^b~W*iJvCL^1Q=3g*^v5HSvbUp^bOg(hpiOoYmA`WSmp zR1|3t$~m;yE5GGF89!QY9wyU-Y~y=^x^o?pu(=_|c9|hhJQL|Pg0j49n`uaBkDAfiV6IjMU;vz-S>W&tWF_1UH}*r&S&qt>70LY^zyX4!vczZ|bOQcMsd= zfRjn#@P@eDyIJ1SRucQue{TMG?RaCx#Zq6WJ`{PBNlx6dm_<|-iudTCGm@z~4Zik; zPEf(;^2*+=GUtab`b#ROhnRF>OWl8^bmsa6zo`NZsK9t?h2_k*FO_Bb)=mw6THn`u z|A(aG?`boBsdW$6f=IwIZ|&xuG-cq#S9WtxtXn`57qW9m@~bj%;flEqdkg2vIz)PF z1x|Q(56#Y@xfWuURatD?)8#z@c?GoRH~L_Ch_C=}<251I{}Y3~924$sT&p2za3XR4{h`KQ*#%ddyCQNBNf|8{wv2=I?F1Q> zBV&D{vA$lnzPZhlA@}_AZ__u+>T_K}k5lu9@?SEef^Mq;B<%UlVjEA3-q{q(@bewq zbI-M)RD9a^S}W4Xy11qT&5-J=K%QegiH#0CElEsa&#?j9wc-cWor~rGKZ=weAl0sT zsb#aR3QxgivcP4fgn`tv3Ni_8auZyAgi2T|$@tPC$f&BE+YV>|S>`uuQAQ{TRvV?R zen}u=^p#IgRIkXnwD4S8>?i5m;KW*4{awW9)^Xe2eB)u@98^Z}t@xlVJhi!a>Ev&8 zo6Cwy`m`1I-8Q(O%DPx>C^GFarfMx{f&XMfzyKZ5xCeMf3%w2BrGYaLpM4@nd1shN zh@*&b5=B&aGs8B;8?(|i8;KvQY1BLfz0AgiXO}AD3~&j9BMcyk3!StBZu(RmlLl%G z(63V@e*A%{OKJV}9Pc*E@Q>TwQ=51vi^TrJdtMzP-qXXrGgxn_-qe7HBj~oYT~F1Z zW8}m&SS-sMov4#aLN1klP-8bL{EwlKg;aEhgoi0@BOt~g9-7dRk4(>8ErY)o06J`} z?|?*`ADau$+N_4kZs#U*%OvhX#uXcHX{Q}$Wh(>hU)nV|9LqUCXcx}HKyb?*uBcGH zO12k}cn(1SNY-m`T2Dg$!En8JRo3P?bG4!=qs(!-=K%xFEkN%B3td@zd^Cc6NQu8xPn& zB$;+@wZDFO`}V?zvB#dh32dk~jc#Z>Ro(C|G`iudp45Zw-tr64T zg}(`H2qSDSB6@EugD26|~>s&UAdU@ zq3m$?+TyYQP0)%TCw=@dlzacpLuSRU+~ zKYl+xq%#TI?ri$k(7yesYKXn;#kTk@UjirpJ(b2`R(oGejd2)h`T?J;bEs-;I7Ha7 zN?*DEGTcvi^OGo8H12rUxW*q{zY);@*u1WnKb&9X8SFF9^NWRNc!T5q+JL{6V1ka< ziRT{;b%S=%#kchNgL$sw1}m{X{u2wluO-c&_M3m1!r2-bej59jGW8i;+C1eFSlseH zwjr1|7ChjK+WDvDT4|N}DZ-zVemiUb+Gb>vs^FE»=Rim2 zwr%~sHxL!^;YsD?Hvamjz1yNAYP0z@yjAb=wr^Sb-o`<T@NP=0f| zJ(al!vg9ej@SOkQYVE||?en{NvFi7O4(64=TsM{(4;Q2!BM|C?)>kphG3;tGF}N;Dh!NAkccW@j3(DKdpZjk4}3yMPNMe&0P4x zDwzt(KijFm2?q~wyf@7BgdG|88<_i>|Nh|bqKRri27!d+s1Hm6Oftq}fqmb|9odf{ zz8OFf9AaA)R-I)^T{y=#sNF9*#8Qu{sb1__+$igOFZ^q^q}NV_wfoT#h)eWo+(y{2)y4dAJn6uv8%B>=3hq`#uMYKT~;gi98eNEfI{v0o#e@s(DM{ zd@%?u1hw8W0i5zJCG82czOF0c@GbSq_8gbRyAX}Tph-Cq6M!xvh#vW&5dR&0TB6w*6 z624HOUM}ZiglgkttX@5N*MBPn!5?&wLxx(NefppZ0_9MxZ5sE~#iNO{yC{iiQg>R2 zkx#7&55U1E-cL3v17{7S`to|qd3$cc49rT)fySkRy5YoM`hVGVJ5KpcZkjQfY|;;N z5t*UmHh5$WGQ!Kafqk=1Jh=Pq^P7G-$Gg!L=pFUQPm*HEYH3N@DEi0MKGbwq!F;u` zw4H?PxWQSn0Ir2!8edvFh zHvpM{tP`?&5RZz#1OrH+MP(;FPB-3G*Rv1=R2w%>gp9b2<&TJp&3QXtYo09WN7}1c z#V;gpdUHk9h_2V?FF(=FNTePWx0W!CA*zQ72#u`Xa9npKay zzDF6@(*iG<(BRtPMI}N`cO_ zrA?^H>_*e$W# zQK;R(ZOV}(#IgNVZp9NHF9UI0#;ziHNncAM2WITjmb$Q8;K6&3=NjMU*lP^P|A$6D z27%JDGzx8@@_Be9M&<$(iSpDm`TkhLR|~09Rv=w56(v(6=`KH`sl^xRkOKhyfT}$c zT;VL(vPeis0B@ersTiEgw8!eqFu*RN{(6A$SKOLc-s{3o&T3`^;KK{RP?fl-UanXZ zNkI&bvfdnOTBoAkTe0E^)^TJ{?5Ue(^z(sQmKyFO>7~UMqHKo+#O14b-LjwQ-N22~ zdhXE*+3sC(nyaKIjjeAoJoCDHveGCBo1PrAkrHn8uDu2q4baF1uG&~Z-ekDe zBsMYqO%0W+Zu3ge`nA2#cESMAtv|!ZWGgYl9tTRMOy)#MlP7lqT!-Nl6!Li$snv9| zq?$Hn|4w>h(jAIs7s=9qrI*t7HSF|m(dd@RdB0GZ?>T{rHb_tl7?QQm36=!?nboUJ z#sYvMY)z=Q^f?KrITI^+#m6VS`YTD2k7s1pHp$WfN({y=O_t8*9_Cs1VAtlbFHRZ) z(}4N2P>u9FD%jhR?K!aIDAaWT==m^9hJJ$}^)#W3>F_AIVo>WwF~L7{Xx0-dh@54b z8I}xvHZd$Yz|*P|N^HfS59MECCT?9!``-1jpz0E^^0lxZ3}zxvnv1fJVR7G0h|9Fw zlLr34hy4LnITfq6X2qE77U8tT^(3<6z2+EvwE9tIU%roBV4_a~xH)HKfvDx{%K=LA z&_rJjJTXTAKq6{`#Nm#~SIetNav#Td!l4iVc9@E?*o-x5own1;Ss6FwU=G9rHG&tJ zIz3F4Kn0aNi=JAq`Pm!d_&-FawvL7YzeB|^Y`9XeK~`h=P6@qFu{RmBtxpQGi?{sQ zej1pgQAJ5%x-g~LP4*elD=G;c_%Yb{tC*vviX1fpk*q+#Yr@AQJ!)#%Jd+v^5U_Fq zVFopd{3*7i33nDGqx**>F=76oq009vMn>m@^ z$U>cBwl|45!SiVqDNU+bUbVm#QKSKt4AEJ#!_1IGbLs+%S4pChE&Q(|W9Z;qthhYu@(j{U zrYUX&2auKij^B#HU&Y33kG*=T;^(w|F=!iZp}f6+%#t6U&rQ4oQ@UrZ)VI&)>=SNk z=<uXxWw>MCoFxcg@`i8gZfQ0q15&ML{&gLxoa9J%99t=RsyFOIW$)Q zDTh^PWB(AH{m143OHuY15DdPzq!ujP67>CUOieFf7xsNRA;ajwLo$IqUQ$u zL|Ym9|Bp@x#0`JZ>pc6!WcuixExXLMuRJr~)%5uIku%Q<%y;1p;-|kpPBS`|)zz`} z{uc89mpc#LhhE%SUoYWoNH0G+6*Im)(N*36Qc2wxQEQN8CtkgeG6?I5wR2Gw8c7q>Us5V`A|tM{+F#@BcdO%3SN#?% z!*p9SU`GB&d(zvRx~2t@PihMs-cEiC%9aKP?*DuDf4yBmhK6_|4$17F1X? zG=ggZNBD=ta*p3^Zuq*e9*(PGDcf#5d$Mc(TyfBeVi)Ev4e<2yKuzxSkJXFi zuW`sb1GDwrozTBxXP;vNKvV8^m^aJZ>_js1eMVAa4F2=vn?n0Yj5fk_SEYC}s`0)g zqprO~Wf)Y!ESSCg{#NPARrl+A7IAg$pDvH#R%>EDQ*AvN>f0EbNr?xq+r;~&UqUN(A)aF(~bCb|9BQuvfp>}avhXqAcaG20DQgVG)R z#aq*}w+xZhWyW8B)Cx#dTYKHr8j~S@cmuuloW+T+-4>TW!n_H$vQurWL1vnT7hYaHe05)M$(j{}o04ou{q-E2 zI3xgjXBDy{CT$e&GMp2B`Yj$JH6Wd&3$Mb|CNXyP{j@)jzkk|F9l0T;!ZZ_A7|@zRtZ@TT>epOKBlhB$}}Ho5!+U}^6vfA zs1zMmSikyo#9%kxlNp#fb-Qy{+@@N+4PaDSvQeiRxZT(Kk_cPzV-_|^WJFyZB)) zJAw|ryOvHuAoR%epG|P_1fsO`_oIW@C zX8H}lqFxV`G?830@SUAHXSqFe*Y9=#ppOhF5FIlrMKD&ezdriNJDc0{_p3Tv>-zd?|wXg8l7)%%=T6|3^c5DP3PA> zqyK+AoqIf!{~!0i-};u$NJWJy6)G0WVX;+62rWu-SWzitX%@3nQaOdBLf9N~N~nY! zwpA1ro5PT>)f_f+SavYm%jub!SEd>9;}?BbKC+WGuHnX!wGOuO;~7=NB6 zr^{bM(c94MBz}r~kq2cNhMFDu2=IlIS1&prth zUlHmVNG)L)KU_WHi%tGz9os!nstk;aPZdqBcJ~~|d@QiBLIM93ExR+7L3^P`O`2^6z znuK}kA8}T>0@w<~^bO&2|AY%V3y99Q=GO3Go5?L-XtddIPaSt!+E=wADls+Es^;tO zKJ#(dHgZ~ts{L$2B%PX-8eK0)FWV$IN`>_{Wd8kfg+sna>iera%+E;LWZ8{gy_`2S z10|(WMc;z|1!ylw?H+Q`oGLto4ThqvXsA3qSovs)TCnWKYbc>lc4W~fhb=;+H_Xr- z6H60qb-DqLvlPUiAJ4?2`$I&tVSEyIhOoGasMN5PIxfgTiKwbtJUYJ?^WoDFp(PGy z&7r08>edEW9nFo-oyrAJif zPJ(&B5?`!$68E@-pl0{rF*`tHpnWp=b$isoeS#pNaj9qWywY|FNBUrPmh09Q`M{?7 zck_X9;ROr@I(GIEsXPRnhP!M&FzS|kn_BxaOz zlTq=z%cy7}(Um1^N<}%1W<9gV7Fny3UoeU|+7o@ll-alET1Ml~QD!TOCh2;tCA0mW zaD~qiB%yNd<|g1442xZ`LQ1Ng2+>#(@#ZpRQ)CK%>^~&+we!fv9;0u5#C;-tIMsb$ z+7;kFVn6Ab`WK1MEx%X{;sH`vyhRPKm~m^yb2L%kfNpRSn|ropfn| zhy6UrFRX>TaScbGkrk(UuyP> z*g3oyvlT{5_Ef{YORiS(0xe?3|vJCPywx0+5O?F$_u)k>wy=%k*toXnx&b3l62?e&4J zJaIUxLwv{c3T8O^TH*9TdDu4UqDDS9W;o2LtIT%sEE8{=1tq!ZId*BmvGL`UDMP-> zJl5=E$olz`a@+cj;g-&?&O>d_T15bL5jOuz5VJV#CIkjTfr+$u#GlG@tc9HZHq}Nd z!;odif7-4P{be__HGdr@iS_W5=QKo$y5p?rbW2y3gf%%3D?h;`HN|}Z`0G0@CuywT>v>beg{{l7tqkBJ=}voN*z5ua2La03Q9VG{P9okus)XsW@h%`kLR{^zVR%4lZDU&VIZUp0ZY z#J(<@2>uEV>6tw!fpKRQ&&zFZ>5qcX45qXQcFzZVt|^);`N5P~U;>>4n?H#g&9cFc zGBhMFVr|U}* zwsaFvxCeW4xc<2{r9gwo$K(Pmh0k>zkK8$bZj+TZuC4Anok+p56{J@q3 z8-TIW^l71_3FpDgtI~d5!!INovj@}{nje;9Vi9kYb;sXOuOD09*x}PsAF^sX1h`Y& zm^HiPiNDr6juMkT%{jxNThKJ?-GH=h%f#SG-qS5J(Hd|S8A!;EfWiZl0XQOxS}w@^ z_GvP%9IAN);n<~6yC-p3M?L*#L=96N`CD3g2{m4LNs8B^-~5j1>aMYc9C0RZ``;CK zKPeknlxvEw$AgCpqMI)%+KQL3SiVdLC{L;EHN%m!cLk(2m|l|9B#O6XW_jwqIz%lu zAwQ|o?G2@7J#_8_?aoFkLG!BNVv<7*w<3B!_hoMl`1jypu}iVp4V>9VRcQ~PMHs|o z#PlZBM8CoGCdj3Qgqr_`Me^pq&EwiJxUxL%QFqUp zzw%)$<8Vb_Wv4}C-^_PF9ut8)hkSj(dCe^{!3xo#2RUopf5r#`)K& z{zpX3PMrLC81#{yI z8BrwSE}_CnR<+vk)tQy$KMFc>$1EJYO4a6{XaD?@QG*FDMgCeyjT87U&a{#?E7SE0B~kx6@%&)*SpvMeZF z>EXnfPaEKP!;`*vJF=bWqem788?r^?)xy zUw+d_eYj$5lel(ezThRoQP$-lzvA;97o;tiO~Waw8d#e>N6uGv>I>f`;H7WaWhSCQ zMz@68ae@Bhtcl3fJOV{Y!I_x-PBMH9HZS^25XKk?6Yy17{bMjhX{WV%4-w&f(slyx zuFHX?v(HcGc8rp7!f$JZu@=IhJM+|{4r4+77ZZ^xh^6=!pO>^$Kl^JZ{cH{BTf6Oo zE!hJ0L8EcuA>0V8G3Z269Rbc~DQD?)Y)LIpeyqGrXVJdrEVo^t)=uP4RNk|+U+&2P zqJ5o4`)&J5jP(M!rw5C0C%r#A&LW0#fDLSYJe`Cu~>)}Y*sj?(4=k(g*rANLUD`AoFal&?1}sg~;Z6reG0?k7fPdcvho zjcJ=F%IZ3tO@({EYlj`37X4z*>xYP3^o0Aq4^G?m`Pd7+)9w1B@1zepJ8vxKQs|TG z;rJ-n{HP~>&Ip#8Cpl-xH|3Ke90`CNqexzBF1yi5D3Ujt$8Lq$56;~RrnB#(tkHMC z!2hU}xAo~%r#y*SV`QFL7RSEET2t^Pi05^HKZ*qS$XdEiDWkPW$z z+kqH;GgdU0)4p5zW~`y^>gXL_iyr0%12x-&SL5)H1s;V=u4y0n-DyoSNDs)9x%r4? zFD+GawMel6y)183-LtSVkSF&QiVxy@)bdLTbE!aah_ZmXgDle`U$6k%G-s)4aF6jV z9xv;RcdD%}Ru%FjdqbohYdAZPLjy~IkeA?;82TKFjgL_|;P-VSGrK3Ya7ZVi*ZzuZ zd01+&{_mC|9Dp4&y>*9XRshm2sC+=59C?rzwu|dOKEu+Us05Hz=JViEGGImx;@4)k zT&b-oSD59ZYo`Xofs_ORaROwvOXYUKlc{U`ot*V3rGjYR=D72&5x1H($oS7WF0vapcD@~r>ud+jqwd_3la3)_Hli@y>))TC-#pRzp~d2qJW7Ut(I9478z?Ma7PAx zTl#%d35)5gEQeNqgb;F`d<#PmsmStx63NdjAY0AIW4we@lO3Qv+n+?+BMA-o>Xj}X->pvP-=lHHw!$;y0R z?pkE*tm}wp>@;JJBshnp5qaNav6yBsxe!XJ2m$dkPUg$cCJ6(lb7L~X<0}L0! zKtqI~ZTp2Ni?pURXIM@P`3q2s?mB?%ZSS+GDVK#o6!b?Ul8BT%C+5*y^z&HJv#q?? zRk12C#{U}z(3U8eyAon+<|oI(Y#9*bavcehvX|gVtl`=LAhsX-IHRZaZ&%PR2uEE& z6L7}OnXGiEsOOId68a_=54}3N1t5u;rU$NT8Ksf2qGsjzQ~|&RcZ<5+Hav2MH_Nj9 zgk^6Qm_)@S{sz`a|Q*w!5%nxib%Z562^*xL4r@8*7t~sv`N1^*Ki9VTrl2>1RBa;qX5?zs8 zLRZnLMbsL{skab}7TR;vLoXskd2|Ik|C7A(&LI#bfi}2tKpXunrM$7mOfe9QfX8lj zqYiicpnQ@Gsh484`@tJ45Qd!Vj=Jvmx^8xTL!n66L)q!|>+UdMo5NW*^kzsA?zo#P z*sxDHKsunf@J8l;u+isUS4w&@Fr2JCL7t7DYFf#iO4L8PO4LtpVLy;I71Tt;DITDk zYl-SYw&hRC{!l32MW1|9+q0GkW(k~Nc3PcCtcZXVFC1*ziYBKt8Oa|5UB|!vhd|i0 zMUo-n2Gfga$F$C7Ckw%F>JY$~C{q(9MG2vIxvPt6VeZ=3)^S{;-gd32;-ofM27$a~ zMjDsN8+PH{*vuuhDRO|L$7#-wD?~UoFNv_P&ok3E+Cq6a2ikSQ)0bzTBCSmfS;x)( z+*rCgH@NHx`392+!7twVtqNY%%(zy-&Eetq#pb3$C%b)6J)sOptigZvTu6X85hrfUhq5$hpselTq#*|?)UaliIQU^-3!G+kTIK2|GQ`gjkPq=Cgy)943 zCxmBD<)^=$GnWT4FJK-mrl~c<(lQ&gn1BA0*>0a%)^a1TyJWP9rJ|)%O#1`h)01tG zn$s!r>itCoC!TOiEcA=5=RCn2b8u1?v;cDlpo(RnifLPbx5l+ePa|B;f7He|dA@i) zNV3I^Ab9$-(P)nq;@}wW&+F6fGc1hdTef8qzxc*l6fQ_QEN&C- zc`intQ0=>821ng1ZxrRXMH%z`i-e}G;M$+j+on4`UL&0PC8KRZOY1_mmZ;mO`~HeBobOe^14+sO zJ2=0-?ZH553jXZ5*Yn?N0-U1JLXF7bY&0mj#(qSV_|w?8>{Q&xP>PzBwzdCjve_mQ z`u3CTNO5eMjVfy4+S^{wqu`XW^ue3{hYm?+SZP602e--OKa2Mo)Y1Z^mtWbu{Vcr0 zdAbXczO6M9oCKx@G@dE^_^*k*YJbG*#-OK*vX;If&R=2Qfc9>WNY9(m=MD;co71=L zqke8Ps?W)Y^lmX-GTFT7F>%7ajg|llvblCulVrFlTpw-r;!RUhp(!mn;2K>&@Zh1R zH|sta)WP5Bp!e&??8Bne<}+VW)V6U)I83JzX;0#|y*9M}xPYRm;Y)0xd64no$;f`$ zPFavmJY;_cMyvU#s~X`@2wm6QuKxCRKKS9`hUE5YZl0-w^2h4H z4;e6zrHISJ=YskSo^IjipP+d0ylna2q^6~$r30&%2heCqGOuJeqC_e8P z_q9Bv3+i8ogZ&q1{kPiSQEc30T@SXN&J~N|f6)=g0yk<|IZNkdCz)lDzrA+#9G3SV z{7ag8MhN{Xy?92jZAp2VKeF#{LS*}NeF=4Tg<#WKd(B1epxS$`9F8Oyhu?!69 z;NTW`ETp(+P={~#P}B|}5;!1U%^ZdT4t z^ZVx}x61AF2~<~nU|G6lhZMnEs`}XA;Snmailk(|QSbuzHn}p{T>)d`hW5jq>o&AY z0ZXed&oBi_FZK+2(>N>YaI-s7ajs9+Niimp7!2*dBdf-1A7c=wh;3{XeJ-G5$#fmg zZo?es{%Au=PT3dcRde~p)4FaeEd7qmO3l$-Cy_&)J!k2NS!qapgpq&XPFylljs8OJpDjOq&+ z&Qe9UWcj|#<=)a0@kEGNr?^=CGQZZ`D-4cOy7FNkr-28BFuo$qb?2(=`sxk z^0qzz{1~gQ+&a-Nh4djDLa^QrBqB(uRiaSjPe}>IFy)Xe0oU!sfdWD0#C-i{?HBGT&-5rk(7uN1Ms9T3H`#UeDw6 zy55%KOVlGJh197wqy6r1tS3b2Rt5|s7l0$hC2ah+26C-ZaD&Qb=g=fvETcdb(mh?v zylepM-5B=mDAjL+C;(dt5QRS#;t1KbQfIiL_fQm6Hy|x&Q=kF4hrUGIAUcx9^(-*c z${!8OX@d<7VHwlnX*6H?uvXgUD?a{|+%mumQ6{$Lgy)d>W<@RKnhA`tOXWX_%dsS1_}T&pUaoddlrhn^v5H4F=Qp=&izRL$ zgbxp6t9F6m%ezAnie&EV2}KwH{e$_ow^Wafpn13KQOzVW5;)Q#FICe@0(a)ilz=d; zZ5wB3F5FX7qIhT*BE7CJdXcc{&KYt(GejF8J@z$Mj7jZ`V2AFT?;>*(*AYQYqm0J2 z9M=Np1P?vs0v$)!a^7sO?94mKll>!s9HXd1urRw*`Rc;Fc%DF`2}p>7I7<$^Sq-_( z%#6J|GjLC+x*ewzs55=n6f4)`?fBtHtvUgy1ks)+n=lvJ9H$Y{ci7~Y#IkH@ADvKh z>mig>ND7Hr_T_AwXyu!7teVrM{wlVzwjA&3O?-tF<@{o?%BEw6 zwfMK_0sni6scbG+oOnv$WBVpXS(6Ul%AFd-mHh6zT=sNT^~NMA6e+zCjKs%&%mvvU z%YP9g;_d^a5Jach26u|=!ixr5Wl95^T=%!0UAHGaAxQy8;v>dxg2H~VL88*)_6ihM zIMsoIUk4k2bBd}-Np{z;M(cFl>3I_xdn^jIZ;a%u7 zbQ(q-WalF6#sI_o1Zv#212DP?b3Tc~4zWRxSU?*=B%Z(sHPGOcruKvw(R|@J?5UmO zEZ(7l2;kQXYW}bmK54QRYBS=jMeTZ^iJMU8Ol}HmDdOOK`oz*a@L~n(NL-BLY`<1_ z>wlBiiyH6&Ozdw*F)V2b0G}F@JFgHda-8APJNvjPzkV250tw3UZ=FL|fRNluua?mt zMRQdZ0GR|Iv}3+yW_CFyhma`Dnd;0fSB#yToIb*!ezLV}kqvH;AJMY!d})S^8LqjO z(SDGFNg&XsyBKWIq+xB+G(IZ#!Q3Q9RHHsMyh8rAW0+E(7;AQI?zslhN)pJw>FMuE zD#AsX#4_d=pvIx#@4%#@pwN~H8ywcpbyJ~iVOfnD6M{xwNKS(yW;?7>7qCq`1?Q2_56>{aT&aFN0xS84R4#H17`uu&ikAU;y(D42opAKetn|ZC z-mu4Hr1tzw5u>@MUmppjXpfG2aY5bf>8vHWb5w4@Ce|>N1pF1X?xBDAcbLQY=+C*J z{5^Cp@t6gJHaQ#E_^_HFovgLaNm$|1=kw>KEcWe7WlPKxh3yUYfoF$RCi#c$U+$^$ zoOtpaxe7{t@qRf`_-Vh(G;pRWC%wmg@e_2pRJ!HAl#Ers?24wmlmOF}$u9;KNez)t z6yR@I)A_>_*c&dDDACI<L6qY$#)uvb87+XWDqqD1y+jXKZdhNvIhFMa@?Y64YVj4wC z$9`3N#{wR%h%2`p)*iA;eqjxljxBfK0s!`-FkdPDU;Q@gGCxKKue*y{ESBiZr^JG7^mAyW-DEG`pQtO)=zZ@fQ{h*nZnRYJGJJB8d zEV$A$G+g;=^RV(&UnX4WZ>6ud6%02JcO64Nbh9F=n&r;htw+a0}ZsjlD_zzcyF7I?A?u zE9`h1?zpGF{Z;slS3{xs>Xw^|haLimSxd(B1@j%BuM2*lWn4v04qIWzz_SPOqYQ<} zYv6&H&`yuu&Nknr?cc9V+5NW*LOQm%a@U+b&>kC8V}K0!6rosmk9b_W!VmA zE0#Z`A$cvLN1k7^2D=7P>r=sbr#u2eNBpB(Eq{N0X|a-RuFpGCB)mP=`uw-_kqMci z_~APC&v4AMg@4(VL;FFxfgc){6<@!d8)U1o(C-=kx7txT2hJZ@K63KFU~8CIbTOFF z`mXO|G>f3Pd8^Y}Yujt`T4tB;PvS?nYrVg%XElN?yuvta|D`? zKTKzKESPYH`VpM$di$7L*pzAqnc)xD(#3Flpuc5L@{)cF5d#scYQZm^f3H~|Q_EMs z2pPB+T=h7&j|en%)5(jP~kzkL2LK-huX>A4cUX}_;M3CA*L zJErwS(eY!AAIXTBk?Oq2Uq#q!Mm7V*EyZ*Db$b5Unp$@=K35mNyT?4;Ku&3T8yVW@ z846k0n@Fgf{aJ&4)ZfY5VIy~Sa0Z2s|D>g+He|yO_n_SCJT0AJ|G*&4H0?zn#o+14 z!-JUP;~+=XT^^{rcQGh={>tsp#^>MF*QmlLc&)!-RUfPLB&5)m7nbvmJDmd>(BdEU z5LMO5+MK-xOS9+k`uFvJnLyvbhi;_&n({Z0^Q@fl@!h-DjK+0qCoVU;N7hF(*Ct|m z0;li!4CIfh7u7^WGd0&J?{<5tP1MEH`;RL|3qQ;;WgqbpbtNGSI@l8ly~{&rKu2BB zt9lyp^_1^xqXxgcRW%uV8cd$@$zSP6jygv@zSuYV3Y#;Ui`tLp{I#a)S=PbiT z>dKIssM|j+Q|KwSwCT=OG?keUZ}fr_3GQBY6kYuK`)sL|*^$;+(*Oyaq=3k8A@XUo zVo;ge;FNsiA7@bP8I1l*+@`a3@p{UzH+<*?8Szx?c8(3`VJP`BgmEZe1kYdp-s<&{ zk)DKv1GID#PeX5*hV*H>9{1NN3D;QCbA3v*RwB`7cadBu>%U4?*4t|lt!q(&~%{)a`$gW$t%^_sT(=`T7NX6nhdFNVMy5tm(gw4eNY{>LZ=ve{=^;02oTu~VSwEBQw?M3(J6 zMkpp&O^^FKJ&h_Y7Uvw$<4)yade4!BQKw?Wcy^i?S;Nr7=j>pOM>5Mw?^rjgI+dD_amOq6x`q)x}S~5=Nhc7*C*yVllfnQ0m0Mcn?fdc{w#g`Sv#1G4aYo<$;(< zz5CSTo!d3g|Cp;Eh?UzUw#0v^Imc`=h(dg`BpNKOyKi=ksbT>7ha%#B?7()%<;qxk zRj$2YqjeZeLy%%1-*JB#Ibd6fS=gS~CKbc@`%Ftl)7>u#3|9i+YUOb}V zsnU5B3)>xFKRLuU+`=6r;cdV7F`TCwdtQyPy=i4nK^lUgV0(N-3s;G5;oG<<-1}@1 z^Kw#apZYOzYZL>Behv-RikA-J32FRw9Azkpgy0QHQ|tvfZgz@W6~Ygv6=s>6o@3?G zbzd4!D5`s9gXMuBzCYO&ytAan{guM!BDl3L!SZG6h6zIl1+i)gUj@1MH@N!>ar^z6 ztFHtWTYX9is(kueC&@@DD%^)QBgP?qoW(Cxz|_l0YFk38xmZsU>4z6V^nPv^13Ph9 za)VmNo^XRX+X?)f?UjP;GK4KdI(*B%b^vqBrhmIl($pcPVh(Dp3B%dm+;B%i7Ob#}-fBcBC9WZ)YG}&!Mb! z%zxp?gnLz~6`2`O!Qro#4yXJi8bq<}f)Mw*ol+8;T#|T(2K-+ZMX>tbWdnKrGvTj` zvXy^O6`I`8+(gmb`H3ouFw(hA!Ol+x7UKABSwM1G@JlK8l%PvfA)8CY54g){;G#4v zA9o{}=JQhOJynHlYa9e~{8yS%s(K9<+T%|)r>TRs0BsB#j(y}Cp}jXow=_2G(W1TR zx;^Y-({`rwk!2|hNWGCGyOI8dFWskn8!ZJE5e$GLPrz2ZB=O;ago z`q=Vxlel<#<@7(F%f7E3Xz(v!vvp#s?;q348bobfsVF=98w>nUMz-*XNpZ@HM{WiB ztbgrxwqP#wKfIuX(Z4Ql5WNCl5pijGdI}|pm+!k}X5Aa>zG6CSGjF}YPM{Q}&^4b1gx@;9u*fmYPu8Ja&q2Dq(lcz)r>M%z7aKo8YeJ5R1=c{%g_ z0sZWvAWm9QwnBgz^OmlSgAjL}vCdqf2!6MKw>{Htz=}uoH(oQQZtn%|bbKk_)+_df zb_|(t;0CG;fjx~9n>{oN_NBwGG<(H3KC<)J zNW7U#P1ehJH@>9?>i0X2nt9E!MT?kQoTTy1Q+1A!_x{$xqDa$0a^H$v++3#<+gC)j}ZmDH!1yAZZ()RIDNf&9Zr}5rBO$InEN7cC=*{iQDM&A9hZ};Ino6V8_Jn?*=^2lQPlz8Ys$J{u&Ox?k#`QXT*!^0UA<24b(u3fWwZ+N-xa8}=o&g&g} z_n(NE;uK!*I(6#y(c5QEZzD!d&1e4D zUe=cISv04SPep>ydhq+FsM2B?!G9#c0rXtND z%}vhDAAcdOw(q%9fx6PT$iOQWl2oCwOWKk2p<8EuKZ0i0JrNZ?42LDNP`>=6Yu+(JJ$ULd%)RHz-X| zlRCqK)=aoEUts!gfd>aE`HAZZrRZso%OJMd|v-$_+gA8n#j zwrGgTP;a`bInNe!MDPI z$)+cZ2fkH4vHSAj%tu$KD)7>EiKY(0&`W0ZPXt!>P(THM3w?X&R!W3;>e(7i0*X1SmG0WS!)EdrxnmZvUzr(vRL2Liu>Lot?%t##@&5f_^Nv4n%41W6WdJ{bSR^)L zZP}LokUqzL*ai+2XqKqK(X^f%pi<~iGT?Mo-nlUfm@(8!xn-y zRqT1g&L|b*Qk+)ALiU!2Kq7(kQr|bre0iy8WP^}?EMYs23YPG>Gpw#XpvWD;@&Gx{16Aw{^|AWD+Z2fl1K zGGxE!J2^p%u_i<+ULytw?9PXx4f83WMB!FAbvHk7hl^c$HwaEO{+_iyZ?tTcxbZF^ z7R#X(d%~BGBooqt0#BNQi&$9wt5E$CLi&>iW1>##oO3Y^XkpC;FR66I_CS{&GHmp< zDE_TDT6aDzc)7hW{sccDQQuJ(sVUc*02Se?*Vu0@EZa>Iy{wh?%y<5Y0T3{TV?8P_ z`jQ`$fah0)fM*rakA zjW1gG2d+re(I32G(WEU2wAzk`&CV$2ZV2~BPG;_9&Ti*RHpCv>J7>c4VCq93kaIsT zx$h!{^h|rp&7VO}J4Jg{gl$J%I7zrF4t`OqIKxz0Y#e=dwAu4}&fsmKSqQ7FczBBE z{FLloMzSn#Me(Zd$YSJe*fN|b=Q9MMLVW5{pyAvR`jX>QMAe_A!TecM zB+!c{V^eH>Q>X(LwEv;&RMb?D0ZZ7W37bFbtk7j!9|9@91;b#{wUDF7Mja_Nx~vD)6L!}=Z}uU6spT1L3vDC}(C&PP8)QPFqQ@y7%9ROP|ufDAy7J(}FBIKqm$Q`I1~gGLsXeKX2T|SaYGs24W;39Sk&=IF14H#R5GqX2Av+j6D z*%=TLduhMiZ7%^XSXCj0J+pP45LNK(x`y#tUs1h1VGy}ST}VhbV*{U=)g*Nq#A5jiN;oIb0Cy?_d?)DR1N^=TN@pch{lYat|Jb%K+_ib#EpjPaW;c6O4yCO;Oqwb zYdS!A-yWO};bt@#t28C73`X8WX1Xy^>;ImR4rk-D(}4l8AFfrdy?add7Vok+6&Sl~ z*A~|cjn{tc_VN9;L-;Q7HD+z_SDi8RmxGqUPj^}P`aN+g@dX!O-Re`fZ7svrGxH+S z4NFB4?<~vw2bTym6dliIE3jnl6ejBSXSXr}zoj5h630OcMsjvrFjRvbWd^6m}Hyx8$!8LD4zl#3@K%4ew?7 z1)p37t)Nw2k8-rjXUdz*mpn#lvC@cn(#Bxtm#fnll|K0J-<%%wwdAP~(&+AoZxYhi zzqUkS0h{v1{uk*X`D^3;EGmswr$I0kjvHWXsO>HPHD_M;2aO3$;%++p?z@1D{Y`Y+ zPt$1b+K#>riKJ=%w7$Pf|A2qJm+tMNqMk<|Y1(#ht9XgZk#%kLaxvr0uN&h=_J0#N zp4hAJ5a%yVpZO5Z`F2f}cMQKP;R81VAkwSVOe7Va?gs+ASt3&dge)%MeCpJPY&-CJ z+~F;kY}tskP3PaRTsgkqnpVY$Mw#tx%(NrwTMH7-#a)*9&%gTH@Itw6Wm&?5S^v(H{vtsY> z(4ed{|CleeOvpbnV(Z9tqz_jA(PMEPYa@xphT3i2RwaVfbKxH@&z$7^a-@9ucbBFh zlGGI!2A%B>90}Cl?3^b+Et`r*&kqc{(v+!oM4jx-E94q_QE3Fe|Ix#Db$-zu$WW9ntt70Bj(*yzgUg!@TqM)|IM&7a600aHa{mgPIBw!_XV$;rUrklj|_ zfLN#JWL8Fhv*#tnV`I1s2f1}s`5YnLxHKh?2Qum<;c2jBLovW--Dw{>@AYf8pc zSj-jW;k+0p<=8|=l>P2E@7sI68U7!h-aVel|BwIwbkv!WR8B=9M3S>@$*EE_hg1$L zDhYXO&UQ#DXHw*BHPuGpElEyW2j|0P4#{Z~W^7n&Gdq8;_xJm|{r+;h?T_7z>)Q2t z9v=65O4u9X+Jc7WRu$MEA_ib1&4lX1D;pn!Q0U17ksJq%C(v-_Vr>|4mFU|WH}2-lcl9N z8D8qqTs9zCDKa$yTcxK@e#ii>3j|aqpQ)E)~mz8_iSA2a?;qjkoR;b z8hTsObP##cRs$fUo&M#kJ}Qn+<5Z{jqIYzTS8S7&Nk4SC-?|NV@@c%?wGRrv;vrLZ z8`0!?wX##SIFC+2+GxJYAxZ(?cdm9?_q{-6uDIhC7RQjboU9G|@vdQ-QfvkoDR zx_OUm%+lmULJ83SgiPm7#9hlGn7`IA{@qE9ri?lQ%R5zR-`|@*NbL=@@2fw(Dni`` z|9kSZ22H&{BXxB=t9+#6V^boE+7%17g8>^7#o!Y<1W>}CYo==yn9^)4MDht^qka~h z)X6!z8ka9rvkjx!N4c&)`${+-=A>2B(Q%z^Aq4L&kYSEtXijGJF16Gkl9Gd2o{d#` zdT$o#1)G!I_kHKkiYD@(>=;9*Ib|=+rX*kbr93a|!C2Eki564+%H(xab@7B3>&48gji$7zQ}3?x)D`Q7rYZ;junI2}4l>CEw~DTKW@GmCQ7PBK0fC_JW(P ztI}f_z9xZ668m_dQ<%|E$!L)fGSdqYVu52SkaXkO!8R51M$e)kouiqsOu#@_BxD`46I?aI!sp7o`?K(j+{)Iv42!5w%Q~dxzNU4l;i{htCbx_;+1ijKT#lSm#x7H^ zh%h5ovM1*`;N;1)2g#*0%97*2>WG~Ju5%81(QF`4*RcpT(!#13eA~uZG zCx1V#iAbBT#5k0AdRk*aH zWdZgv&gf5{d{a1SnYtVeYUT;tXB+YYtIF8m*-E1ou(MPc%UO_q1klv0Dq#}q=glA| zF*zHzKMef*T#H*jKaA3~bI~NnW*5hdmQ_P+L&sAg-kh zhOC|`B4F%bsjGZTu0%EBB|R3#Y{0~DUK(%<+fe?)K>fhEHiS^7yTi*dy2Q@8iP4XF z8S0-F>O;7%>$r!Fi^S_b+wRpzpNk?dl!rF~zYU{;Gf z-rP46zcV?0L!|ek($y3QhM;UpTrK~AkIi+R*m)hjSKynzocEf2T#PQSXVku%4=Jc; z5b5*LPZ^+3^`hmAtAM2V+F8(!&XM~O-kpLSpV=E!gnaHPi{UCUaHA7ygDhD zf;)&jPzD&WKA0lHc89-uP1`37t2CFz70J>X!}72q9`GMR)olQU_)GW}vbzy}b4y^o z`_hn=IU_XBOwK{Da#gsxDGa`DH$6VLMAfQL(1>LLQ~=8jsLEj$GRT1h3J=*B@ZNz5Yuy zhC%riAN)U5ovvi~CI~8QF#94np=X5UYU^oWnP}e- z_@$x9KO;2@4j$-Vw@X+7tY9dwu{6@2&f7{l{-2tZ={UXD6R@LsdeDApYSfKZo2^h) zi;O1DNfrG$lFeYE=@--oWpDI^`Z(NM@|zpw6w(-?P_$<`Gn8=VEfu&LjemvhFM=Fz zH*-?Fu9F?3SYC^dx7Cb%pjzabHgIR3VE?e(h51W40AR@c!qB@5A#7{=g{BjYL8*TB zeIO`5>3y*X%skGdj-*T4Dnw?D_W+(0! zk=6r7*kz3p|00!=e!x8F%J^OC+A7=d|Df`*9$t5V>Z{kL^nJM1W!&Ir3zsyLzDph9 z-Gy#F@A`ZOE{^r8y2DlAJ(tdVoVDHPAa}y{)T<|FB6E5-XCJj6c=&zdG<LX~7A8aHouqD?L2#KM{1wI}>1u2Pb`kKc7! zru^ALPSCP`mO?JhkL*z(f03RuW=`xZN_w6Zb91gh^ehfFuedk&Q4FUU`*7v3jO{?? z@9?5ZUohsHu%r}Mdef`CuCRPY%aUf^ZmsH5%oEGhx?rz^D^K^*^k)Tyf#x#yZdcjY zU6ed_`=24G&!3$qgya0!K~5ImqInW!AEgk+ot|hvQI;hwc~%Qo+EmkGw|? z0`MY{Zl_;aw2i$=EnvrN6>UvdWi-GY|8$3Q?GWE~Ugm~|nNtUQqK0CaXG#glBDwTM ziv&U%!6#IEKqLG@-=g1i$B7ds6uW}=MdsU2yaXXF)s-Y)Tay?3{+Xt~(W#}rTXwfe zV>LE|hdGN#-*HzC_fCOnM&qTKhC$HaIm>s0l+j&Wsk$V8VL_ulTw8+HK$88zfp3WN z`5mKN{Rs}A^*&t*d0i*Tow03B|8Ya+>&(4eqsJ@=mz!sFp!y@>v#aWotZzm9lhU4S z**mGaiuu{>g#FMkYnewN2T&P$XbfZ=XFpus5)o(f;Ys)9KX< z=44SPN4&F$eerK|zWW#?0etKfB&C#qG(T=k!;1A&zy`YuvXZqb)*}4cX(wk;U9-9A znJ*i_ha@NE3$hGx8i1l`iyH1Ztz&*cQK%bd$-TDsH0Jtuo<82|ekVdt3G_BLuJ?T4 zgMo#5T^i|i*r6fwO={Kt1QSZQ_Q;(9q5)aH8G758c74b^O&VCn37NaXy<@ab^4lig z4&VfY?unG_l2kd$rnzs&$L6qnpE(m{$?Vf!jn#e*qgOEY9O#X40!~T<8zog*GG1#- zsfGF9=8X9(Tr)I6Q7{|7wziub2(}l@xwi0&m<6+W)k-It}l% z7dh!t0+>E1Jzrw2ktgq>Qh^x(!@-!R`yL~Emw9|%s4}fjZ*-Fqax5ooA<++c~hirH* z$iYjh%x;5^FE1fJ*Sr#qJnaPz%KmCAzv97c<^H&;4~z!hP?>tmu!;Qcqnwvpmq*Sb z4=1xu^O`Tw4i{)Z8BtnRq37~054|gh4b>*xl`ikFy8j1^U8_GZO}yCbMX8@hH?QSA zUkU<@%f;USF)vzc(_r7kH67neI4l_GouZ{||A^VSu_y4>&A0>fnVN)Q zcaKT`2I72AJlyAI{6~C)Vx4*NSp9)5@2#OoWjYQ^Rh-^b#LC(@o@LLwkV8uwt5y6; z)CFn(BWwK@@#4IC3NYayWOu?9V;^XS8|}G-!3s~_ha3Q?5yG0*!6bAN-g2)g!?~RA z#?-ryvR}A={U+NE%gt5IhZ)LW;$so9mMd>JzuyUET-_0#Y$bnnbCe6P^J85u2ImUj zZJ7%Ipv`w~!i~DK1~!d5o!-c)-8HSqBjnktoyI5PK}Qm8ytd3iusb9tc%-?8(Rr;R z#@yyF{FK$Fn!RLko^h!I&m2%>*aQc5?r2kz8}~{U!GWox1vc zcS6Za*-=tPZw*ee0xXA5MhqU6G#C%I*htdy>he|#gAgqEUI8~49y(&YL* zQBTDe;rTh!-$;2czO8+5t1>EcxzqcH^a!r^ucW!ylIoz|l)@K%69>s#O(YV4;?|G* zDbH$g=OPFNfxFvIC=Jd0FAmfxkzW;!d%;U04St1CN|yd=s+*nbDf3G|G4N z=INKaALm@}LOKA!3r=OKm6x%GC%0)w%hfl7dUI1AHyLv$BHS`i6#~h^H!mMFu|3LT!@sEk@-)2{+_UAP%+#1i0B3+f~1HjP+w_Clp` ziM7(t(NTVp|I9_3TlLI%iN)H162(Z8c&vb6^$_WVGSV}IN|bU(!ir1KSfNh0vVGsk z$yUC1AX0&DQg7V@8?qEx$KYx?Ohe$M|G48WLza>CwF2e3z~n-r3ovHRwCB|*#wL$7 zq1Yj%_ATa7QFC^Di@_4z7Mk+}-v^0^$6?K+z9a2~T1h82<>5EdNl8WQ36- z1~R@n^j$ZfW;^=ImV5c?@4@ne>}3*FQ9b-U9LnAfaQU3(S!J^_dG2a{E%MS({KO2` za|n?(5F|g%w$*TG!K_7mVepTUOMwI+ng4K(gIz218(P^el)g35*w1UhniG}(^Y-D* zB`jwIvVlEl!?z3+xuB=_)3eCdMXU`ZvELBYKoWh3|=l~(g&tMq^7^1`yo z-mTWDafHiiPJ=Y#dH61l$yVQVha`4CF?`4_L_(eGb?qqQr1Y-XM_6Y!UectZDVQ#9 z;Az17g>x?!4DF9F9v&4O>-NH(CJz=bNd`-n_OdOTcJv#;;$f(@yw^ho^6y$!7P@q9I3txxC6EQCkC zEOSU=V9x4mPe{v8bC^|eMXYf3OXJci<3TIOEv&Ql74+CgG#{Kad@qj`Um6nBwvMVF zXZk46tDQRow)0?*OJDTI?vprUVa^oM>4@5ink@I~tQ3gS0xlDn_eHFdj%0fFR_nqP=^QMn&b7;V$gkuA`ZUE(TiEk3 zikh~%5W@Vgm@J2x!Jpe{z&o9WsM&U4tk^qbl2bl-pIgidp>;V#V@V%;B3?0iVVtin zArf_`5)S_7VdmFoR@Lu_tYX1zTm+$O)UPqcX0@cGOfZD3HPIM5XXD*Ja{#D+nKYLy6*e@lqmI{ErHm<_M5j z|;{bY<(uG>Bcx~j* z673=@(jjvFX}TCmLc_jDRPxx!9!t(ktzLT8yg*0DQ?#iD;u&gpFy$BFv08&M}e@bf_l#Zp6?fWMPWaQ0ZhZvdSVJ()^g< zAjrZaE7}U=KmUU{zz*_hF`7};P7A{?_h$C9t_$DC=x>NFHP(p zPGa5ftF|Am4y_dY;MIM>eg05qW8W5USIM&#L;m-F>n9+OMFME?P3K?iuw2=@N6-F& z4qSV?)`jk5ds9OvxA%bPxc&LV?gdSy7d=nP3d=+(`!DR%GX2?lFvG{uFu=#+vXX0fv##ex^JZz&0~T_sP<`02sXeAivdJ9se0|5g ztjT{$!jV)!cAKG`rmen71qs%!dlpX5Qv8*W=6X`JK^1~?c~|Ht8mpd?gV;QeX;~S2 zrGFqH>ES1M@FBLkTjSE!0JWWOzpT8BJMr^A3lW))iG)1&9J$7M%8NBW?EWnBHw+eT zcKSxX&bMfT4H+4S)@}xr@U;WzLGY%>Dn7LdQ@$dN;_Wxau0DcbSn=CF2b63K9({H> z{lfOdku#=MYUVf>6Z*{6GSHWg4J*GA!b0xdnuvzegHA?Df3=HFz6s4u`f`I@jx+a+%|G+86oMR zRmGmE%kko&V?g9<{utf*0)ypm^W2kFYdFvbY8Ndg#`E~Vb`W zzRejsUgs6?>5QwHYg67=ul?&jJk38Hx#yqT*9A#s83FEr60l?3q2R^PgbWjD&0>;V zsqs}~TUU=3?Gxndj{2@QUJ13F8!;admyHW|%{^jAiI|JE-E8=nES4^b9S$foMhDeb zzc1Iov22VEjTas9Gr4g{qqy9P@Bq;*Z3zk)`_iowcCorP{T1mKCtcP>3blY?jINX( zsL1-15f)uyyzdFRIiNV~>5Y%gL?d5@?y@R~cqvwL#1SU&SUH(R!4aN6@VY3c?@2Ry z=lm~W`@`G_;>EaYl@{MeiLMLc$aHZ1RS`m^jQnvBMN!>j|NRu3;==oT!@Sj^`s_==eFZS|!Dlnw zudfll%yq8#KW15csl+A(Slj~ zC7_gL@oTR=?N?->b*A7WBZeT%jNJOib$0~mStcPWt?WVJ;XYF`E8#LhDg8fcv@}~+b^W@#6NxE4-_w!HD`4{NC3za4lQ2BDl;M%yL z%t*O6DhlxMCjscU)}*3{w%k9z>kr*P=ai97t099vmq7w8*F0Y_PhS@nRM@z{i`hoH zRAn{M&Bg$Tq^Cy1&&>~ZRqE&I2OHtQ-*@9{#m>af1k3Sw$rMMED5q)L?rSb3TJYEKu!2~c%Z zu?EaJDL6f<_XO?WWyjjH6L11WdPE#mxw;378L^}e{yIUUIVatGN@Mz{M3ORus48aT zg_W?VX4&kAOhE>$WWx zBD`&J+(wG*2%_OuF>mu9cE)rw`|;PjGZ`l6zR$AC@L#*1VCo0rj?DQNS@22^;?&v6 zwMJ*>ci8)#oxqHBT$fqTEE*~BmKAVRYdtA%FL{HejOO%l@L4i=mnKFa zmcVy!wV8Ej24XKs;`7M8D~K(78C>#S(II$II6J?mRkH1g>*5u}5n+w4zppKKOS0%>GHTNwcWbR*NjJOnQ^Tw*!L(Szr zkV5Qt-z!mlQl0QuUx70tPuFM_?N5%~>|d3TAB@XID{ywVB7k2mP?M@ic3gaUtu-E! z4Bqg^{fM~Dfm{7G;-L#8Imbx>b-l`>+q3%NaJi4DG!JE@i#f6kSAHw6z&@_5MZow@ zm$RHfWO=MKFMdw(<6k4P&7=8ReH)hBsJrVC67n5`a3o^Objv||8&4bL7JHg6y*#a= z6ctfdN^IwphF9WfemG7-zf+_u(qkkxIEJbIg!pTy;p{v;j@&%F*6Xh3D#L$}Fyn=t zFi_;^mGH#;`V1T7yBdaMQ!ApOYta0`)#l3}cKH$J4y=4p{I3=mdc}>ZyNZji7>9cA!>Pp*ato#xbNp)uNUP*;9q=KZJdcweUh$|?u zKNQ`@OAdsADjFg0$#S|`n?T5*=WA-mN_Jl*JkurG?U&7zO3gf2Hh)HmKi}1Rw3SqF za2Mr+2B3wjW zBe|c(Y#HYGU47lCjHmt=wvKzyG;KH#8>P4GU($4qG5(It{?&NAl>dg7GxF1q?@8a# z>Z3bsb!0j0$ny1f%$KKKVR|o7-9uq_m|0~NqHtapyOdx4vXsMrJ8gNgqp^Y0eu*swX_kM?&g z?^x9OcUry5=5cf;J$LV0^%sw z7q+mw)#rbIi~{PGzn&%jZ>4EDh92F_HMb3S*}?5Fpqo20N>t}(Znnu7+qfC!wj5A@ zJ??%C&+0z)eZwQ{=BvqXEE2X&4$ASXP(%N zx70K+DPoQkpCxWJX4|g2Ws>SIiO{MRM6l%jfwv%Mt~XCaes5usOYViVZr|MzbiE3gVA2)DJ`^yI03 z*(~H8s3bbXj#nU*HcS2dj!2a8q%GZ|DBesI&-=~Fy#~{`*J$>YQrn66vlAU@Z+~ho z{ChrpX$VD}_c?-+>AjLhZJ}02E!Z^Gk=1#Jk{g;_dB1V+T)g^ms}9u6|2G0F07OKQ zhdZ42DcU{gn(RFlaHjX*CA**Z&i5VU7n~e|Le(1R`})4ler~+(onsqX{_5??jvLo; z?kEY*v(D1L;fu8z7?8gW?~b6Q zBcmu9^l9ly_+SsQO4Rl{;^%92+gNV7B_lnoMEptoc%`?k1-`HSX^-;(r*_Ba{SWrE zLiNG!HX&W9C+adVY-)?Qk4dF2{r=3;?4)0*O9v!2&6yO!7iTf;Z)Iq;F$!T8{BeD1 zKoQ>7o`qg7zjy2Iu<3iYYp-%{l0_T%$XIv=>ySG^$T_o8JF@k`-rOua!Y#e}%i>z- zjuoF^gG$(kv~?bYoCPcwoQg=Kg1(vLe~<6txyajRj`Ij z2uENx*{LXGeXadC6||DZ(UMQ``i=1@lYBkzA#v|=LcpD_+uF@+4EC{O9x6%%rUDPOvkI znu_pNX+jo3aT(!jUxrVP|Mh`dDV~(1f0-S8_0?XqQoWRZz%OmB9SCdX=zu5D6Ssi# z*U9@hN>;>l*AdJv;Q;0L=#&2<6tON>7ln$L&p#r}3dQIHl^Oa#r$|{i_O$t7e^QKL z@M5iRiqXjL!OaF$pBdAyO(?-4aD73s1wW6RZl&&|EB4}Z4%d>F|n6$uut786>1L(YU4X)jA#M==%` z@wETVJv>5IIj@@7&sv(V%@G)wjQzH;%!hAvufNsa+!$7`oL z$~^z5@JQjVi|Xf;<==2Fv|1Oy?Nypav|q~hGtEq+Ao;18xI-|FuXOIu8qtr4GGyp$ zU38HPDDXLdSA=Zz@ik%wJLcH)ep+HV;@S zMWh$MCAK;2lW+E*(;{*}EEc#+`X&!-_^$h_|nu7`yg;hp_Pln0OxIWfE4c z!r-xD`G=={e{z1E4xCmnA=S;_KN$ye_6vK>j^rZMWYYI5*P5lXMMI$=0l`7cR$xE- z&HwJmY}gBu4X;mEcz%$!PlRP6U7OSVz8r+zgEl?f2|rmVZj^wcWcy^ksIaoi`P=%j z4~}Q@^F@3hSs?riT_k(~ML{Mrs~~Ss*7Hg07)wax*r6ucvOTe>Q{>K+9f}*jtOj<< z!*JN~^DOo0iJpl?lN%~HwiXrHs!#RTP_E+>jHUij>%NQe{IiSvyu@Ca?Ht#MDbix7 zrA!)SK3uN(E%_U>7=N}n;*1}9qeR@!L6xcNbj=*&#H0#Kk5WzM86k@V^ea^9J1Q12 zZy>R8l90lsmQ3C5B$6UIR)|V~8@|TuoHt8waack_Q3l*Ez>%GtkMl zooY~~;B;mCmTJn3C|S;}@dXWgdEa`5*r`)|vVJ1l9V+>#)T}YGc{$)at8ia45gU>H zgW*szc|5Ka+JbmMMpW^;Cb=O_$^L3u%k zngOkvQ{`iJ-LLNw=umO}c0XFwcg9x`P5GTNH2%_=@eu0Kb%IP;G9DfXe{EM&)=2^*MHE33J4xUG!+lmi_5=AvtLRI`p(wCB5qp6?Tw`6+Y&W)FRNfBoDEQRiRY|W zo2q9xN(t_!CYHKgmSUHqhkFz7qKl@H1uEiFQ)Nl=YD#RYiTq@*7C`VcgM0;|mZE{8UBn&|^Y88OujE*g0qdN(rW zNDr@r@)USrJ#AWb#y~YbR+;V^nK1_Er5AcZ8!!Lyfr9mciSokCjZ&Ta?BqsF>X?cD zDrgKZ@<0ZxB1iEO$|H-mSy7F#z%OJ7pf09)kb=%nV3(UR(wQ(V=1@M_{Jje{LjR)9 z<#cA4;&jk`V76HZgAxXEtjtXAlN=VHIeUsY6LYO_PYL(o@4=kGl z49-qKvXTGpi({XYH*<`XkH9#ZFJ%;tpAkNPkdt-y;5*hX=2*6c^&wMOLHn$z7RuHt z$ryu_EWpiTZ@+Xhi%ni78UnKXz_#oIC66Wa>D4(VP0ixFmn`j_hf{Y zE0plk8TN3&Nu8(ol1&5N%M7{TGBHW<0Igm#-a)% zx&>5)GVzrmP|U%|L$`8ZnMbm+9hbUx2t6(o69e`vpJGxYb;!h*F-|IxWCgl;KtKK9 z+;r6w(fHRVq5%sbG7CzuEJa;9#YAa$)3pDQZgO0rcX99RfScsT0tHx2>&xdTx1XUC=Jlt`D-ai|KYX_0&2|SW#Au#fPP|1oI-Wmee z@^N@mDmbNn?CFdHQ@Rg%fG%fb(oucN35$STB80i)hGzwONaV>s@w1U-RO^u|d3BC0 z#E*7aVJpSNQ%3AlMk;`FgrAc!bVpGT@*Z5YFn*UHt1=dVFB89-eCkun7k zvQrg#`*X0ZLAUakGMp=Z+$Ex=2Oqzx>^K=ud|e&Ck3e1npz#@v^2^6D$X>P=LP~U; zBob~_*$W1wPeinO$4N5Ld0kzU$p5!7)fCHF0_UcB0Oh#iu5upQ|o>y@NF42i`-ks z4(9kkc@0(%Axd@i_PpyJNR~a=9LtQkJS#n+Cu__WJ<**^9zeHr@;tME@Uq*EaF~jq z#de6jo#jN3cj${w>|}h{K;CN_h~?%TZm4qWs)f$-b6J|iBtIv0|5cfhCjU))HtY3v z-h*?#g%AB|I~jgMVpAP9ON%I%JP@7M85wRj3pTiK=zW+M?*wJyOL$r zI%xI~@<3UDsL%2t1L#x?EL^Q4z$y!XvYt zTR30*aTEr%uA_iUQRRt^HnZ+JNOL3MJsF_W)gmk*E|)qn?Z4snk|lK(0n!VS}v zs5oLA1f;*6lDo%NGVJBcG>I@z`(3n>*A?7FreBvhdCV?%{@VXPGK{qI#TJXFnf-`oBA?FWY!m8TSs_T+yY^*lWWe|}9%y;J4);b!Ud6jSe$@gJYo+{^tl0t#ES zSc`$J;joSzF_y=KYN;65U!TXVS zTl@nQ-=~H9K8>AhgXq_*p7a~bjrI6^=U4o&MY-RazJCuTm=tAN*lZqQzNQNMa!r25 zT@KQzyqncJatT5NqDJ zZk~GQvqC#st;9b5V+@2jBo9fs`!iZtgORo?A~imqAcQ_nz1)|-DSgub@R=S}Z~a$2 zyl1YjNDj+7TZ&GMOg8ha``)e-s+Ab~;1ogQhtNRaN*tQ=p%1@ASLENr0za*tAdrW@p65i2{OYMFsAN#-zRgkz0cP~xTP(g36b?FPx z*!fqmF+%br&hV`??Ki`JMz%WQdF_YI^pj6*rGDp1^4{CjzrxB+|Efv1Lbb<1?AV@; z!6PBi2A#2oH$Gm7B~+Pe*SaiSODko~^U3a|@t8rj%HOB!ei8>9@qDab7?x;8(JA`d zb%6Ofmxpjb*1Kbt=4&<)*{|8r|5lYa)(*cfNv}=gAwoZ2qX|uCmR(|(*>}`v0}PQH z%5aInps9#J*J_8e=2x`hl7E#Z*}rVyCgd=FZD?0IN%B&^Nt65A;kqc(5gX}g$PYNl zQCLSr3ZbKn)}oWTsP^h4x6+~{{KzeF#6g*wu{!l?5N+?A=qXM1c#l)Y=&zej3+#X) zFAw#UZXE5P%v`K#XoU>V!xvkXu5zvq3AC9$U>9GPgXrKdZ^i7PncLm)rTr`g_~m4X z8w!QFEAih{G`~x_{t|5IL@N!1U{}Q(SzjN~jQ&-JGCH=b6EI zE=&p2x)b#i8P9bg$=$;r9<%w(DS;+aY@pbTsg_?>fuc^TOc3dhSyxIUJ$97_<~|lJ zuT4d^Xnj?W-dbIT_Yo_TJ$IuB6QPLKbPug{$t-n>k$o@R)ZK%SR^i?^g#wBntkBVe zmJD;LCgQcN#MUvGhFLWFn2j{KSq+ zr#+7|-%+XvO1+DEEhP^t&ipS8{rn zTH6nie587N+%t|Sdokdc6|s$Dxqdg~FX!P#a@te=vnk6nmN8)Z8<{nC!DG#IHvoA_ zdOyQnnAc)X?2ClN7{!2_HN-ZtnAp2+jO**@1Dw=u;Agy9BdMKOJ4y>_7wE2ornJP` zdPepwUcGOY;pItqgxXMS~tGrSmRDye<80+BEEVkI*EJev}< zWHSiBrrTp$5Ag?WygyiF<^fJ4dMiXO+L&x8WEV}bLD;>^&1|B z%WpDiTgi3EUXJfy&b0Nf1`XP>Q=X((g#63z*TDBAOz~eQey73F?fj$y#wnKNV^YUo z$#z8CV@b(v5bludj1;6OMp&d7GWsps#L9^noxFp%^V34utFORPj9ZR++dh5=gdx@>Vj#4Om`7Rh_r#04leI zR>}3k6?=LzeqvwP=dE8)ukdxCjAVTC{>sT`u-q6zniaq5vJV={zXWA)>*k@)Bx&6+ zD1QWftW;&>IEs*Jg>j(w@p|WQlbFZilF%Fou+}>TSA)H0OBY_VBM%$M;t| zPBU8Y`TKLd_|x?_QZRCL2XRr;3?XvJbqFa!t-0&0z=5qcj_r`>Dv0~w`Faa)0>!F!Rl7Aws@>Fhjh zDYeO9rT9i>_0@hIeMKT0wBMJ}ND-C$alus@Nbyz*z+&UZ+9NT-dl5v_)KY#BCGx@H zNwTXw-@A66;mw&BDd)lgJj}(cxn3h?bBtc&9`e70z*}ka1Qa-K(t$_YNg=bYQds&I ziOOXRMA1Arw1?38gP+{VAEii!kH)D-q%V^reqr{4qV0#v;anS5uN3A`|A4~z>NFeg z-@erMwSWQ`s|)H~BWQs&YyyS69U8f;+(H)BWNw((J%EC#NTk-=e4jb7apq-=-fhg& zr{mO9tVTYSp)tmKjSx5%6FgJK=*yXJFl4G1XUVS$e8AxR0}?+7C{Dfib*4#vv>B&2 zqts{%g=_*v`hAl!pg=|3^oVSfijo?cU=EUweNntl&Lk#tt z>R$ev^6hRwUUGLL@m6^GZ6%$_v%b>&@r0Are9eFb-N+Q7)s(1HQo_ zT{U}w^mN(7a~>LLH=K;i=7tlnN=87n=)-q z26*gAtq}2Syhzt#(6@b{1cR^~sd!wFi%CNsIIhP#gZ8g$Fl|<5epjcwmNZs__rgYYWBA2dpF=x|qp8k4&3; z9xjk{^{j)rI9|rn2C~)R6~P&%W(CB4GSR-I2)k;Nv2s`?(lBim5C)mQ-*XvXhG&Bc zv1CO@!4(g}8Ix|Z>nEv>V8XpuqzVbUWgwQhMZ~MO_?=Bs&Ungr1eJ!8EwDm60~`5u zgxnlE#6uQodO#}E1hZ}pS(bKzMTc{BBm(|fK#xS*)s}>PID2`n>uw8n^^(VTM`Ktf zRFa?Qf+f*Zxf&UnSkg`?f7IBK{^MYTh8?owH2E4Ba=^F!&@g!>A6SSyy$6!sL7rKu z#3T0Sn#@qbHxdfINwq&gp#0}4AH9a+=Z~$Kq%;Cxe1%9^X~>Xh_%`#EGlo7uY?v={ zYH=um$EKS3|0gcsWN*?OXT)tzoBKv>qjQO$oossGt zNFs~hH^vOI9%Al$ID6krU7rQ+HhyYb>3KnK^gcaVsar9{c-eT)Uv(z=*mnI3$8UJ; zmw#v6Rq!yq$&QSoabo)*)q!_Wz#I$?%(mGhQNs=TwcS1;1XNU8T&-3Zn}VycDDxC@ z{Q1GGj|y4KADdxfy*hs6mh6`5_|MtD@6j1XX_8;N3$@Ko5~EAMYRb6hjKQe--|zt) zM|omw)E zU0setc61W7AWbXS@n;*CktJ!&=g?9YfB)mNGd$oOeN$^p?1$soNL;b1p|oZF&n{y> zLdf3lY;CoknQnIJiUnhxgJ;zn5 z`0}9c(%hdVUo6EbvnI9ZtOiq`WdC0$c(;AkW4-~cvf?M5Ot)~5@UQ5}kizYoy*cHy zgtV{7nZ_X6#)4&-GCruDIvYP#2M+CcZ4}g*q!;CII}QBvc#heV>!u>wd?wIkEAFw* zGrlND*iOW0XmW1^DoBeDh6g6ZoDl_{keYx0V>V?z{njO=EY-Su?L`%scaGXEqfF

g@UyextL&Ok$j24%`Tc)x6ssB0peGM03pNl30!3#H}jS9U%UrCE;w z$Q;;zJfr`-BtO}^;LfI2ZLm}A@5QNY&`)+ZEW@o_AcjYd4jLm9B9#)88DH1bT8#Q& zKh>IQ(~4Ssm$^q;Ol*K+SN%eM#7UjL`)|rbo4#aqCqvauM;DTz%(VV4#^G>G7hZP^ zx`!*{YgmuBv2lL}%XlzP;Oa~$X*1Vcgyaf@ho<%Rt{K$eZglZF>C0b}b-lj! z>})=+o(+Gk6=GGtD=n$dWB$Cu_gn}%?4cXCN3Guo9s1h9DWvU}JNkcJj*zx4cY)Qk z$`$ma@#yn1W2`nKCqp=qII?mLKYvqMr;qt7uVB&A1q+40j-T0}gs;kGN7OmnOeAIJ zvn8CkxPJF`*Cl!pL$`p6!GUS|)_AY>v9%bz0Sg=tnZM-%B1L~PhLfk$! z>G^i}`e&omZw2M@Ylo&W%pWgX3csn?Q^HWJ%)aqssHVPE+EhXm)1_#&k zId&h8t*VS|7B5qj$ffc1ScapYuvB#uJ>ZT*KaF9}i@e96TCC}PNN^(2D%%!1|LeGy znat6SX|X?JQ=W&A!g+tgqiv;<_c@?hqC;?#{~}-F=!(3KzgRj$?l{0{C3(XqZm9PJ zLwmQvejB;C-i`x6vd0k-)&gvMfaEmGF&3pQVYTsFZw(Siw^(YArP@}i&?zweh%S?v zZk~DDX8_-Ip7HuQ%FlR4 z!fK5Ggf(8B&s+<{Cs8G*m$i;VK5weTQx>lSXVVt|-Ye6MmM@PLrrTp-n{H#KhZ;%~ z-(s4_f;6N07v!Cow_L;r#&du&|Ds8rGk5s{00|q1_+>;m@n7BIc`pZQ9zKw>Lx5Qb zBptLTP5y7JBO^88hH^N{y>3%MUObp0-NYSx@V;JHk-n|DgPUO6ol`{AH+~u}7SP6?;>!^R7mCtu?2Jm;?D1?1Z!)6V=7?!66g2kPgf> zGD5oLmxUKJLcb|Iqr3K#p8>oMP*u)#3rW8TO=F~{5vZ<`Ra<1_Lr>({y+qei2ZphCb8H4?vVHpnGB!Ip8k z=MiiDM#w}uu5FyjB(tpn_p5bX6zVlcFYL47nO|b*T+FKD>)i zxLHBepans<*H(%*s0=mQ&PhTycWQvdj06wGkU>=~?v!r72S#n9k@B*HB)JJx;CY@b z15AsLoq+TMbGncoNZd+)K-?a5?5_xog)|tl`X+4nDnx0=zTp6cAce&-6>8k^TLySmSVSx&SGBk&v+KhQ4 z6czsWl>3QZ)P#-7*!JuKOzHtH_d<>qyqWVoRM}CN$UXhIFo~gJR%dwCE>PTKw`ykP zf{`t0O-!6NGOFVgpH2K3^!Q#>As(5VpZAlkE1ef$l(_bjy9fU2Ry*D?P)kmR{-ZPO z^M$%L%_~*Gq(9h2K&jcew0=dTd5%bjkt#aFnvCy4uB^5P0x=!=x7r%d=;N%|u|cMe zF0)OlF|}6%anrePq_9`6ilYzFpwUJ?E`>^zsm`k_03E>0Bx<6U7`6 zr=HR`NIgAKnkr3~o)tUaGd9V6gSFq_c;1W7Q4{8?C{YaQrXg~A-I}L90%;IS_wMmo zrv)v~e1I8ov6DBgmB?OG&!_E(cK#%C)qkUyc?YKRPyIs0w}|#{5p8#XS_0>9C+45G zccKoA`&qMd0^-KI;oo`Pn7HxL{j(9ypHOhvCva%MClt)~6LJmzjnjMw1yI|w;{bOT z_0}tJ#Xs1Yok>k)V2#(PrhTvJ72lVlTvw&_;wyHJ`tBF`#8Hx7qOYwU1VG<_kr%jd z2(ukVMZBgml-gslte%f`fw%gUp!_+hXqSsdq55M`g~C;O5z8yja6);#i1%Rb4*#lG zp@-HREbT6-ohlisA=+;@CSGx2DAq;|uPsaKQNTG~jL!Eipgw zmr$=0&+m0xxFf7Q8*X4JH@MMcL}|DrsnP3UAEsWhZnb8wQCAB8WLCC+)1SaqFf5gz zgng@Z5yb4C3zu50{LZtSyu*)bx+CNsWH26mY93O#g;~Drt+>#f_MW4fV6Vku-v9K! zKMwtYEiG#We_wiChT07LB&0UqLHf9m*5#`3KEHXQ@4Vr^7`o{#3WozlQc@E>@&C{a zEaL|0cgKd+$wB{c+HFj2CHZ*0UEY@0{op*JN-&|F=wqGCgF=KLN%>N8mHoNh>;O)^s!0-uvt*|Y!P`K|5+`D{SaCjTZ zqF>fhqQyIYQZ4=8HS5CC_Q&|`nZUrxliKbuFMxzgccI`dvU7Y9(b;NH#R=vo%Psub zT;DSp7-pJhDEkEYH%jg|K|W0NHOgSm1hjL6erC!!0l#n9UO7bVl+?bH|1SnHH~I|$ z0DHlDI6`iFZNG7q=JDR8Pmg;vFBd&~<^QV0E~Izld!t6hUHH`6?;8Q9lUx&%EmL)S z?_PCC>bhHCQLHWbu; z;K8j=jz?w*`}Op{>~c0v(ZW51ORpcj?z(x@1px*x-M7-@ufC zeD&k3&)w1TVdFb&>`C53eV-N*7|!oZW!1EH_Mu}Z)Gx|vy~*7pn^Ku`^S(U5hzPIS zOuVe?ZS=8C(G8m#fRpa?DBrA=9Xh(;he7dH+!r*)F%@tJO2vg=I`DI@q)KC->;!iC zV?lrKQc!?ZvVl(UuiTN2qkQ)}dMea2M>O`IJrU;Izda$bCK)$my_OJFbzHj!(C9dm zBKeGAE&U7O+UEKf!BeP>Up8I-vX9h@75psJt1$al=Y@>MWMn<#pC97(eVr1IXtjP{>y9)J}csyvn|2Oo!_Pc5R^v}MTLu}Ba#W#Qdn9L~yy|!U>msIHP z#!39~>p#hRP*Et+OFFjclj-ktUm7Byb0+&j=NRUh7S6|Xz+X=Q|nUb zX3ffSrRIdK@Wlh^-jn{~{UdyvYFzKs+@S_{MBf;1X57}~ByZKB0G7jOu%)jV{5sOp z^Kuyy|A8c5+&ul*Me)(Ngh>uvE7BO<(gmmL5%s(Q9okt-q{># z9^#$ueeNW_BSCPQ{MQIMtqr zVT81Eo-LRzm*V2eplDmnv3J{r;j69YsYty}CtJcw^W8q$lWOtPViIn-Ebd?`+fo1R z{#U00aQDq1UBj45+k{)i*|1HIKIT8R;{4@XVzeRk(6bsN=OW&89u;@E)7le;n z3_F}K7(;w>ZWQ|UeEwP_^l}J8wOi!zu0>-)WG^q&9~_>%X-tjC-r8wjdmb!lL8?@s zzdx~bbhnRP#409iMa|22hf?GI5gE!cTa3Gk*Zne0k|D46_M%?_tN#0@sL6@;^eag) zQwPyMi$1Y*EWxPJog#@2+TU)?-SKDC<5f3QLAc_vqU%hEH4yZKI0V93!__08gy_DT zKlj{Q4~DhLL7jbqCygQ=%@vIBHEq!(4TbfImS}m(H^oIHX2El=R`Ae>r~;}Wo`?~@ zBbt=O2;Wi6w@nj_1aUmD2gU3IFbO&~S3nDSW%7Sm;9vzoGo8!tuGaQ0DE)Zu-1H5>B=j) zjsD!+YpEtYjRZvKk4KBYcK`C-XRm-1eL;zw;6}w!h1uTtE2Srv9CC|6ugmc#1l3o$ zJGD846*IuE;T;mY(Zswh*=YsLsvl0a5P^Jl}sr+TI}=e z2>U1t)qX_Sgt`jT=|Tk@E~d```^~2wflr>d5kn6alg@NbL92c9NfF&sa%=a-9#D?( z9|z<|?c9t$0N9dI+qSXWol+1omo{HDvu=p=cg%o@6zQ3=oh@l&L&hg!Bs-f= z5}GNdbcGW!Y9AvXM^RO4fRSOi8@;;_F5yJ*iNu$;6bkp;lNw`I1xT2YdhFf0Dw7Bb ze>u^+UMg83%?C6NM70gpgMytEFOiR0wZDxds=QV6X^Q3zDs;v9I_g805TL)_iys_Gsn2EkTYtId-^P&GDyFi zeX3n+CtlX4P=p^+Sfe(GpyHM$_G)){1>MZp&317U>{t-)q}aMl_cEh6gI36Q9Tgx| zQ5+V_{Qz@!r`hJgHHjjz61%PYzvX`KLLrE_t@w?}yjA3fK24QRjM8#qM*)K_gk+bA z%?$HC!2I`_Gz6r@t9AsE5$9FFgY&SJL38|4AKQl zeY&v{GD11t2TDNj8d=O5icpAT1GaD@T_;5D2O%U=6P#IiCK^?^eT$o00UYFP|CbRj z7&;!bft#d(o4A-iEAcQ>3Qc}d!y4KA4OXM+f|V<;eZ3shZ%SFvsm@zMK(9D^`jn?( zCyd<6={lwqhZofPiBYscxkFwFMq>oD8{Nmsmozy%srj?D8-_)ee&x^vlCIr>gyx)L zw)w0j%#7ZAA_nlMD!WDXxMG=yBd}ET)TruSQ(^ISxLJj%d^Yx_E8!m7uTF%zN`ZVd zex>Gf`lZ}6LiVG%g^{DXaew`h?3PhYpzlwuL_3zD&11YF@7uDYcy8rkh#TC$Hk*IH zB0|;>(7%CeJ`%sE^V78k-aoD-V+<`R_3>h|XaOT3*_R4jK&yFg&0*>n@R4^=0g^nY zf=lSi<7EK{gdmGr_6|1ap7$6?&^C5r!xIM(!oFxFv^4y0Y?rydb2#)At2D$9+QEcJ z{1&b@#WKsi-iZNMW%w@~@{Z4JF>Fq5S+ZaUU(pI3A;rq8iDj?LMk=i-zUfxHUF!BO z_>cs>v|R!|r}_l7HHvlIg^w%U!4!QVDjg|n@?-JMV@2AApHeMZvqRsE#pZ)vGsDQ9QdrXR-*UYB%ZNs* znd&F{rR_2KpGLND`#t#{CzirrPV5}kIw5!%{0{nbW2U)6B61;m`Wr%Oo@nR@FuS<^ zg$yGfu&*z7HoEsb~ zsD>C|i?5n!9)XL(3Lsu^k78qFaSOV5dvX^~0x+}vu@4wmqK!4tB64mcV;u(WHR?9}9Jfx9uG@a09LQZ=0K+B=1opb^ko< zQX>Ol#|Lf|@@$_}>YHNYr7}$;s@z5wMU#!L0cc!`JAY6ZJA~&QX^Q|yHRc3lsFn%n zO4*KB>XTalL@z6TT+4O`WoJV3&UwX9E4osK;$D__Y?#vtufr9Nd$Z#$7VEF`Wp@(g zl0L+p92b{SLtI+4r1B$v8bdGt=477$L*w2osJg^U_qmlvo_kbyMe@N2vY8QLzUg&c zUWQtFr5&xeAvU`dgMqtJzE*74UZzjFU}zP7*|%pUpJ};O{}f&#AAF|t)X=Trwm`JY z3iEW?Xkc+^A4j?smKYubU@HQjloeu@uzfA%(j~1^(JTvn%51V`_mwEAi z^>e2ELwUEc=6qcjGZoViwObN^3popZansDlq z_nia{W}hR^A>Xy-3E@X9i5Nq9dqia5ba7+s&+)mRsryU6oKrL`1=y6QcR&=IgF<@0 z$@#t3T-_0HO2$J&(KvGB-PaPK*G}XeO6=+A#CAzNq33y>yWzCx9i?B6J;A!%DS>PK z+idV8G{H9J{wUj{L}K4Wt|yfc%fE5l;p}n4mDXUy;tn)H3He?gr;5_yS+Mzrww_)! zoD(5a1_q>qwBTEji{N>6CBw%v^Exs+Iu;yV$@y1enUujiRqv`om#Wa;GyB5b4!e1q z5HJ6G*HMO$k~n#DPh0-<$>wtqxinX>uyXrhZj@hzGhk@74Gt6En8iX$g9g9tRX!LJ z)C%+MtWCQK_EO(y+VuAbkd!h+e+gBf-iU9bmny+~OEnQ=DxweHaz+|c?dB1eStaIo z>{|1`-h)2wAb%r^JboGM6*NC2t)!IsW_?qFE~W*)lzO`pMbfB^xpK!a7y)AhTo&Kn zso3M+TCRtbcGSG==r29hw%vO=Z73}~_74UcR#aFZp(M2@{B+@ZY_n3z?3r~z`9qRz zFJGHFZt^6sth zoFYD7jyTBkcqSz)O}NL>e9;(qK+ek@8==kA>eC|L7g=$q^2XF9%@*I4%7eDl3&Y6J-D=z5R+AJ_G1bO9dUQ8rbmt~1@A|C_qWw7aA~<7+FzPkFTR~K|LgcNfDxLuD+pbo zwC3m8DlvzG6kF!g?$&V(@O$VgEb5 zL9q+BPjN^#W{n}l_*h-d2aVh5hK*U2@USlhQLA=uaEW)TLc_1;6vPsqiNlM;1p`@X z;$OY;^!a=*a#PZF#AcgUCoa!urh~p_{|1D#0<1hqX}SGrxisOj;4fovC#&ExKx;?qbRfp- zo(K?#pI)NrAhF4KP3Ot}G1q?|&_bUxt+~B2OB;LHZEruB!DQM!i=mUt{h&R}QQ97+ zQl0y)M-Xj}0U*w3XYUIUzW!u}mM)mR@+OTqkBG4PNU_M^BL4L7&QUq^}$A z-26y3m!OvxsCoOwq<+R)Yh%WsS8I=;SR&-3&5~|8OFg^Ic?E6DQ@#QLA}j6hi{|t` z8_{K_Q8Wirvy*vQwkpiY!ZEHkm6T*`iibtRf|aOqa$bqQw1g*_@v0|VRi)lxBqT_W zTUU6_8G|$Lde&9rdg%TDVk!jm(ZN4sZS*4b^kY&2ga3Z)ftpZSFQ=m?`Uv1xQgY(- z|6%zXM#(hb3X8=ACm{Jvr7ve>*wQ!(fI3~XwOv_WNAPq`eva2y9@0_`CuozICPy5ZZN-op_#N7R3y|_4w@k0Vuz$zWr363zVbm0H8^a$k2mrX(-flL9W*Rf!Ed>k_`xO>3z}5XPT1jCrpY^~lStz+ z`op2LGU3}R0)=w4U)UL{Xgrq}5z?sDdI(b%U0KFySs$xbg-s;E6jcj}ox^z)_FW=x zBO2M`_zJ|j>&+W!!Y+G`MO*stCJDLX1OV0s{*|`P*ToeH{_Fvy78uY8v=he)K)9tx zNm)rcZbru$(*6B7ufOBBXb1f08tCFw|A9Y4-yXluAQ&?X!dSTu@+xm?oyN>xr6m^; zi-(CNHx%GSuyJ zOyd;pz)8$`Ji(%SnygMmy}72~_fFjjte4g1m)TUtq35z5yw=4OToY1^nTeC!*&TlT zsEm4K>sT&CONH1}J`?H(Zu>Efyni~%>$&LW@Z>mtJ*(0Px}WWBSr{-(H(m;AuSd3g z&!q?cCK+r9Qt(*Sxr9{Mik~K21`aw1#Wk5QDzsl$J}7@}dTrTX64sC;T6On;nqUJLBx)>H8@}whC^n%5&VL+?l>0xz-AI- zt)mnDV;XDxU62?B0)MA43)V_vSb1rR;yAFQ33E|*nFgaqPUM0LN(%jYEyuihFO3Z8 z16o>!tr6Z~ZDOZVd)B57yVb(fZMZ*;#XLh1r5VpzC^fy|kP6nacMt_N?2FUk&2UYK z3UUy}WlKL^uZ`=jLEzAcOCM7WgcE;&UKC)KqH~rc;q7Z3l06=PFAP!Xe27p@AM`mE z*{XUfdd7A?!dnFj547-}U*nvHGS3rHP)0cBk%jPW)F?1b94=vgG%d|-q8Gn)GH^mZ z?xHxit%(oMA1vADBr34*94v>z3RU}j@!SxTw-0e{@efya-*;&Mhiyrd~m|BG&g41?47O_Qn$0 zEJ5rP2yf$me#=qEax*WP=NZVM-eB4pY9TU*5J6x72g zW|I4uuRiZ>zv*BpYTwYX#S%KBiT^0o0OQ%0f1b0Hqu$0P?`3#j#<@AwjuY3N0?N9L zm!iysGHh?0BC<-AkdmL1gol;GG}(P6(7ZNodl^zx*hHr>+SYOh2WYZO3?x*9&5lC< z=g^2?W+{w4$Z6tS-rNE+8*R7VaoPd&13$qR*JK9&HiM-81qz2TggmQ{#1H)-#w1k;xeyvb^ z949sr%CRF}?5JC5x)aE}sn*C*bAlg`0lc?=J4H7?31r?l)rdNrGVNTqV&hWy(|1NS zaY}IUWi_TK?52)BGI3;KP8%&=GF8f3Ur*tpE;Nd=Q@GLkI3G=Y^f{$Gy!y{@ko01$ ztFNd=o{97c2zTmM6U(gS{HKTdoc_=73L@H8@K4;BTWhN z_rjHj{3d@5vtRgVlGApwvEV{AT74m9a!g)bvFgUs;6xXyJE^|YH6q#Q>}#(`52|z* zXw6*PKO{-z9=a*^9op2BZMv zIm3pPZPaL@W4`trDjBz06LZNEC(K&XHJp^}!UpWRTIeqbzV6-Nm<%<&QOhsw!sX25 zD5nPGZ`Dun-z&}BKccRISmgdoee1t^?>XUvLs5weBnw8+2SYZ;K248Z3)IJwLh62i zS~U|Ik*3{|?;b^xj5+~$aZ>HC9Ywt#e|T=im)_FWD1Pb}~=B_>8o-JH%PgX^-sMvN$t-T~R#Uy{JY6mQNE(&tNC*E#LW3$3R( zrF0`Pr;{r|nZ=M%Uol^$-o?jtqI(_%;XE%I1sZoEq~3RQusZHCG|sKX_hKI5f+3k? z(Uvq<8rrx+{xrIKTc90=o_(ZKot;NU<@fWN$CPux{g#r5Wz#g{!b_4xF@OFsHoi;} z*~pisG+x^}ibu#6U@R$=tXVB9b;n%6DNa%h>wKR<=MO1cKT0t@hL!E;SyTdP{;%!j zO=6#1@>amFoxH2B=r0*b`#PN-34*3n*n4}M)FA4ol!|)AZ%;1JWZylS30IqsvF=pv z>()A^B}H$w854X>@P3(M0`|v#eiP%P^H$!?%L0;PD1N|mk?=yd$}@;Gj6>U zS3E2mtRaK&vKkx@P?>aI=@G89^zbW_hr51me+JCUo@7J|0RNgjjF2y4!C+*hGdNU1 zY{b|;)OB;hP(}sgk$tk(cCm-zAv1q48{{O+mPeokgO7aAv_B-n>h&?T*W}?R3H4>7 zLlg{Gza*I4Qrl1G)T7Pt?hr;yQUxup>nXX0u766(3CU688>F`RytVSiJj~z(F?-nj zTV!T~H5no2ihG^Gc~IFSEP|6^I?qiZN1MUFtcVc`Di}-0Iw+-w5-5kC(Fi5UES8#0 zscJA#%e}_!MmcI;35;?-6;3Ow2Y#MPWb8%A=wZB5+Mw2_yHgOO0#29U z?j151P-P@AU``^=F~q^~v|3vtx;87vJcEWhKmggqTP8psk&zr5GFI+fLQxoG zheBHNEMQmav)elQlWY5aw5f;mh-LKF&}uHP%L**lH3TVIq8Ju?dA$57Jx+avjE7tA zi75nE=QjF))HfSj4uLMPM23( z{AKyPLEl;+X;5fA)~uK&l&`+W;ZM}j+|D<1>TAkiiKjW};*>wcB39lHaM66U&epaS z`)=M8?c_OPV;!Xgxe61PPa%t7tHQCFjxR4BhCIxl zebdXUkJQW(5X^01J%EbE)L_f##OpS{ca?}$-89pOPNnA=xzB@_oB`kl)O=NV`hNuO zfgNG>>2SG2@nzh`1k^37IqP<}#FqH;sX}3hHt*n~xG08QKZRV@rEVYP-8#gd_32|y zcjjH2``nAxN8Ea$_<9(~ad3Y{KVRxlBnY!!<@Cucqjti1PumjDFxxAAag#|c-RPsO z=;{XwPILpKIzov&9+wLCcJ!Jkp4rcu*){*`2;Wn5Zi_$tklK)o)UPKz3~K;R29W

~haZNcr&3W7Ly{)L9EY$|k5dy*(^ZzC5d-|)$j>=!5s-^LL=#O> zIObGX0#oT@tyFOm<{nYnkUl&mw0uQZIF0qKBXy@9%qffR(dK!+0>(=#B;lLQn(RK7 ze}HZF<1!wdDKY_`uSU?gqBQ3^65r8@XZa~`>p5K%Wwvysb+ih0W{b}}$_mpD z_c69_Cwvwgg&_+mj9%#92=x<=JFB$%l=d#u_Kmr{B6z;5c|O*V9wS$Tv6xUlwQj-i z?nJyCia03L1VnwO>E>iyLYogcrYOepf9vL?pRBw{)h5f)b#MN*sbMLYkagS{J^4R z_ESP`YfpU{N~WaaT&Kok;EM5aeGhguDpm7xJ)QdaJKH;jT`7s_A20WX&sRDKE15BH zJVt&NYPAB%6=qFCa@kqEK05I7gKeOI>ma8Vxe~WJGV(QU^56Bzh~lKyVf*UeA{UeG zXhhIfd5V-(d(P}}0kGbdBK9L_|Dcr)!o@&}xHa3ui+WQ|m`FVicyIVUX=R)_{%~~r zZ>&pNOdEDktOnb8%lz-ZIf_mqz?-vb&iM78=+HP&jIi9_ zQ(HzaIF{M;qG~eT6mobLq*#;+at2iIMF(m6Cza5pfWOJ{IE>h}TL;EcX2(2AR2Lm_uVTqH&<1t;IX%+r9-5%o!J&jUrLl_4&llWqng_>k8Obrbr=3` zW`h}*en1dSkYc%Y|K^mJ_V}nWNQqJ5MNs47czk~SJ`BwQB{I)1S~oBMj?~YN`Y@7H zM8r9}L$cYJGhipw=0)UGwg_OVdkyEP;g(lh>>Tb^znV=MV?v;Gx4+-YE>9r)Kmx*DF8yfr4wh|yNZ~j))F`l{(w23t)<2xPPNEUe z9M%rf{tP>s$bT@ea3Ci5-#zQPMFPJ^Pn3?z3cQW}odc;rp#R$!d(m{8Bik|UcYmW< zxlf7oFWAv`Ck~f-MtrZAbCC?cx`DVTi%co;hK_1UPoYmD-gaWMhUka!9PcNP++zYW z+gDnIJ7Q2ApK+COLH#Rez{2q;SuYNJ2u|vGCv|k$EDQGFGwRI$2%Gp1bnCe+zhZSK zk=kQ?LJJgc4w_$kcmWniN~(X#r=MiuPHpokH|Ft6`P2DOqbQG9O|WW>>v!SOJ{I@E z6UZ%lFl=c2Oc+y-5cEK}Hs){pTYR^NU-KJWmxP**Tjvy23iFvKqD0!;NY({p#F06L zJ?jCGI(pqV{;o|$Te~%oPc4PL2VE2RgXymMhbJ@cXmHvSioO!* zRrGA~&%`tSy^?=8RnIuhY6Y%$y_|%nD(DqwzS^E{3ocr}t9PsE;SUmK-Qlaxn2t#4 z{~^h~=J+1#PVxU&yX))K92#;Uz{lDDymq#l%(>RrD*kpo6PiIEu4blJJCwtu77vWC zgvl$X*nPP8#W3rIiv2ISVe9~NGX@YqdKHl9z+{NUk$~kFt}lrHdVH|a=SFm7wG727 z-2WC5F6?2Nw8MTPGUgs~P+LEGCidHSM!A#UouNcLm2-_5k<(ujEKoiXCrjl=Oc~?c z>SNzbY@zbI{T9<|pz9nDtMC-@Zxc89kSF~;+w82{Et=MUx?=P<_c^%^z%ooO9O!NaXX>ZHLK$)XWy8ooApFjUBZxXwIcZ&}z9u~txNd>b8ZRZr1 zU-zVW=pFgn*Q6g>r&XY`(B1M~*w3qeUfeYs!GZwWXTG_05lsF}^aRW+-3jcj-N-@q z^X4A5|EUmlUv0f6oc)Np6G%VnHKrG{K6NapwM@dWRIM_iRrn&MqE->!N@lU6SQJhahP#o8lZ~3q{p?n2&GY`=h$hcRTZ=v2-@*#VZM>kXrqQeM zQI+-JjF4s({;gUt^<5f)R;+Y4kZ=^KQX1$r^0Agpt%UHXd`T8ff>(}-qLpeXvBZ4a zo9(mh+EvMjaUaYNjS{BE{_BzwV}H*ggq$qN<@mp;e|7mPYG21$ghJo36+S3QuB4gQ z7~Jxb3MYZAZDu0keHY>s8*42;zXDz8^BYj%0XJ93nDCn#ZP0Rj@dCl%Do$z?dLfw4 zvsH0S-gz`wNg1*Ih7>)(OB+I`(Qw^f5g(#re(;iS_&Cx!hPPIZ3b#GUaRH8%;-^tj z=3Z%u$=XCjGWJ=H_21t)5DkCu1ib6ET#w*LKznxu=EwQP-7yarzMXl_s~LhFuE2!2 z_qlCP7g;BrXubfpN9Yj2$!<6;-t3-?P3_a^rUlD@$22Dq98rYIE7SZV;WTBT%lSp}MfSx(_QzKG%GSQj_|b9ST($-?U-$Dx=)*E!JL146!eSvP zGk$Ta*mG`R;D+eCVoJbG^QFtyub2J`Jb2vst^#RH=@X&8d!lS$#PdaWcfh3*WZ9R( zCpS14?sRl8z1iG?a7qH-14y_nlt>&UxzAY z&g>iOFQrOnM(nF*TCkgkP!^%l8I)ME{wYb>W-(z^>AtsCV{noew2pEsut3fuo*)zx z=IC2_&xMI~K8(BV5>dHGDisM0FuUo2re#N|y zny0Bg#@&k%XCnoDbYzL58TRf|KF;G$f2?VACk1VVD@Drk~m5+jl#v;rYIU!+>c zv?;-x)9&cA#x#}u{K{7H`3DN=`4>ep0tZ@&P8VJ3+m)N7XF*lJuPIXgz*Iam!W19L z)Kq33%gjoTQaUywcs{l-)aUv3?@#Hx=r{bQ%QBf-dX^RHWX0Q~NF~LQ_Tx7|c4kr> zc>s0C+ohEj_a`BJeP?>KqE&Y~f?1l*+M7FiK*@XwpP{^X_*BjbqYXdW?%^3HW$vC# z-E_eVmQYK1aa4O^PZ0+fg-QTDe*S^!TdmY7>23$^5t!Vsd66FacV>J#zdJ;EML~xG z;~?Ak#>yW!OVXBoz6rsOUkIx47fFtLdM8VxL;w|QWs94fEx=G7r}(j>weRY zJ+sdRg*Qw-m{wQUJdRHNHNg(#@7$c8-YR#ngO#Kj#}C9BZ&e4|VJm1@T1&7O!PQMT zv2R867lKq#>W$xX7K0xKr3-54JhoRYmd|UAGB)^NYCOrym%AaAPXXhdK@`4Vp9Mp> zliC)`3x0<^UPjwB@yCK6^)-RA&ek5kO|ns*b3DNT*`Y3e zc1SUeSV(8QtK-MF8R*}{rF&v;73kH~rgOfZp;jh>zjpF2g-T{h=ae5OF?46K;ez?KhUUo(M^;9*V9l517E zr^LT#9b43o?ZW2+xmz`p%G)L$cCb%z$n`sDljX`C@Ey&zhqv2y2wmR=?;T@aQ=Xd% zW^mK_gh3wXA$;`ghnQtD>;$YHX2%iW3rmxD*f|REpkS^~7{)}Td$xHH0~F}aVoqfi zzgkX!xSZ$FI+L?rGvkG1T~{)jvxV}fJlePFAjt7+5aH%KIIUKSS2_7N6?)x{8T`bK z^EJMjet~8%3s+>GkCvy)0f5{vDsBvl!G{Jk3TVa|B9j{nqOdvGiL-;fwf#f z>742ik9^3qfra#P1nuTVdV#y|CZ&xz+<+xv+@!36RC+$}q z6ES)B#j35OUNFvO?rNQ)vt?iRit^y14#)K&iL`&kn~AdHEHqP5HE_W#q1F?neX9$H zIPGIdjRr?oDg{lI%+&RXe-%NR5<^)Er*IWQR6|Qyqr-TO&l;+7ZKg?iuo${_{Qi2? z-W8%$uS8GGQ}Sd4Rct~NSlS^Za3F z=B!5*NtRu&_o2DbRcNuac9Xv^R}#`HB1}kT!qQErWp6lGEPdCa{vApZx+<76{$Ze+ zy)Z$On3?KsDdf&(lI8leNfph3_IZ@KHbzJ{!l{3loheB@fiqYOZ=d7sWE8f~@aUV| zXyL3kTOwB_y^R#0uvM{uR9@tP`E`US;FmumkDzGvKA2Uvc)l6uZ+Ofl1^Eqm$ttZ= zl8X3It}-Ql`L10d7}WcBPxP+)7)xfDR_rYQ1WJ(#d$A}=El@3hye);9$Lw6$_W_gc z`GUptLABu>mpry9JjMj04 z{gWB(xVVC4zM@%%{xhFc%DgCd0^p}GEn{}{)(%gEe1Sh(Ud}aLk(l@EX(vycE*=#G zDZ2Y5V3e86X492DMJfrTLQb>RRIN7RZM<(a>^)y8M-_L8r9-4!#&GWy#+aD{GQQj7 z<|Hr4Oz6*v_9>AZUzlmim0>7uXOb|lRDB%rS|CvWAAGG}*ly%VZyjY`geo^*oC8~++_an_4{AWYO**u{azVO`Fc9VsPj^+4?Cl(E z_J3%4_jo4%KmPySQAd=J9Hyh3lXA9oaHxd0kh2v@MTt3$9V(SG6;cjcCOL(qa^Btw zb0|Y|KCH}a<}kJ~JAbdw_xtK}8I9I9LoHjvMtac22n|4?7pLEOreF%CBFUSNS ziL|5LuU&1vv*7-$gursQEPV&t9xOT^5!Q7#;bMs5Y}pA zCiatGx3@!^+^}Euw?5CnpJL&#YOmrwkBEfu=$hxYrYc#gYKVQJZ>*;g`B8=qmF~IM zd~Q*c#$@u~#B+rAF}$kIko&N?P}6DzKDG^%ZoT+U-L4rm?nK=^_wVcQo>DBTi8MNH zFdFuS2-%!}EXw=s{m@&oYNxAX9O6JZe#EqAzqPEhLM99IJdTshVwiC;*GSk`gy6_! zb820$!IV{)75?Zrx@{wG+aFwQ0C9GEZrah|(6`}U5?>?#^7V0BctT{TAdaEv02kp-wGm!i+q&lJDj}an-F}R2-zb`=4Q!42$NLZo(29LJ z8*g>K^|27uFm9sVCQ5J*QTF0K9jLByABok~1zNp`1+6#Gm759?7x@!i4S&8nSLGcm z%PdVpe}g=FJ>2cARc0zLKzF`rY?SJJy4d>jmt%VA#K$u7)$rK9J98yxJrH@lHFG@* zJJhYQ@1}hYI-*Dk7Y}Jg-7AXyLZ(3bIhx$zE8%zb(ZJ;LL$wTc84*f!=sbG2M7iE& z^1Lv1uD6r82=ys`ySnAhJaWT5&=2;hwYCelOWm?7BV*?7dB8Tb^S&ZhC=2IP`E>UWy1PP)ZeoApdGy_3;c+a$H7uHT>d z){4D>M4v2lcJtNhr8v8pstAzJ*BvbFJQoac$wCyb-LIi<7|`Yx)jIqbs|%VIGhf#FJ-r@Ma+`O3UiHS-nt z63_Z#Z(zr6d@&llktG_(ncaVhiB>WF_K{C*X?|L;|$MtbY#AKsiPGy`@d}He__ay@j!ia@FCZ-0Z+vI&jaH(*+GRcFNt4{_|I5d zdRBG$a*cM)$ommW6f26xdcF!Jr7i3XKs{2zn4piHq32}!q|o(;e&~S1ZI^)vOgO-Cd#=5xw6m~)H! zGzG!?hz*bW?e|Tg>jNQMUMAu)ILhr{ugN=i3uW-3-?jga($8_HUS)_&zXbZ_hLdf* zh#TN{uwKjM5IKt_tqjhwh>ygc46!bwu_9y5)h~MZVS%okIg_)G*m8UxZy`YXb?mi4 zZ!ID;r5xR%{sih7SVk|?lK);+8cTN7U|O#81fOMW(0BigdYqe8e_D+>lb27$xM5T+ znDs9s|G5BiR1=<85R1KNU!N6Yd~|B`X=sNj8C;)t4@FsRVXqA&ls4+@qYKew@{V^< z745~}T*2d(!vp_;FlYR=8)$1OXKjW{+f8CW*!%2}%k`4Bbw!6bY(&g?_iw10+p`Tl$*mWo&| zH7n_nxQ)pLOn<1D-fpoTBM%FH#|(KFi9KPty&U}fAOvC>MzySHzWEvbhPksHwKu>} z?L*v_U=yEcZ9llGfjB)IW#1!l$zbg(&M}ln27Te4whNDSj!tv6f{;lHw@5bDGPoM2 zh)H8ectN16yUcHHBPpsck{14)+LEU&{&juww(bL%TO!nK`TXwe`fY=p3uATv#(BLL z;)H)luiXXix)?9C%bM3NJJkNK>s!GW_x-o(P-z9c^EM>wf*eghokvx@)0 zX}N%b{}WE}!@!!7=#zSLUctw$c#KyV4nu>4g7&yVG-o`$=}#DPK~~~zMVX&5u!@4x zLYnnbIb)1|j?wZeSl!%t>JdZL-CB74?3l|B(`v5#AKmlqsb8siZe z)3q3ZI%_Nwe7)sEY+wD|p4~|-pL1j)9Ro=5;)9--R-Zl~Bfo|%ign^G5;U2&nr2S@ zaLqN2lwKvFwgjNxXczv>UcRkU{U=$K14x2O>kiPpQg$aL+}4(@D{++<_Jz^{zp)|q zlE(}=*n#>+OccaJfT?Wx#hDD5(_V(gu8;9kD4R+6+WtyFQfXM?ERX!-K-+DD_0c1o z=T>#}@b;4=dvS&aIncM5c;^q?ta7X1p6aWG%~u6pMNQu28))hnguq$ER$5VfJmQxR zS4NQzjn&#kKjKp^UMUT6uMb({MfC{dNRltzb(x{B)bp)*sVr;ZPbF)D`|9X&V=3$3 zmKbJ%^=GLv3H4@)FP^HY=uH?LJ4}+G+(*9LhY^^Q!^#*RuHk^Tj z4S8RZc-v1FpyG48JO+1ew=h(!tvl2xQJAdQvip1%Z|U({;vk1yhQya+-oUgDI?H9cy`*6CbdyDjz~db#YD}>aI+8ouz)@nd8DF^Bw`kw zv1onB6{;DzD**dXQ7YAlzCEesaoNJ8Cxt_ttUJ$GviaG%qrCu9)R4gVp*iP?5p`z) z$Dg+IdVw3tNoTq=8zdhU?v33t5cZ#lWqb=Th(*|~KW114N6IEiqOPMJzZs#w&xfUu z;2pG<$bSMrczI4MFW{#n_A<{m!;9ztR?~h?k zci#DRY!+@#5`VGzBiR~|c~Zqwi??;!Lx&-C-a1E}{x3F1mK^-{Tw(U!$%U|+ zQ@7$|dt^Fy+Ccx=HzE@xmxSD8GkLCs;J)K0BxwVF)ObJOpCmz~UP;)lQ z-?5|l!;GiyO6xWoK#@7 z?5c+*VBiOEtwK z;>J|;-jAdQgCt4`MI(ji!>$Sb)3SUV*{bdt)4GL{dye}I{JAbOa>yReJPHx&u#iC> zkoj6HdwT$w>)Il?94uB$l=L{Dhju14slRI}*^YwbRaosIH)^iGIx}=JZw7m!Sq5;p zWhb6z$9!5;+rNR@6F^bbK|kNNZ2iM+Wd1R7pAGhshwpF2`bfU9)h9za52Rc!RC7I4 zo)c{I2XAy?&HTcuT9H-8p2bql^$>YjY<8cjx|#F&pRC%Zu#Yn<{(lf4t=2TTf<$Tw zC3B7Q^gpoq`RJ?tjS7mC%a7yxk9CB7WKrO6*6r@CS*Ey`)U6|9$;^)y5Zv{_9^p+gq zO?;eGd^=e_X_tNKu1-)^=-Bu1NO*b9`_JFp?;gm?4w%xutGICO>bN!5oK=XPcH{`b zBzPacfCR@w(yz2!yYDy!yKge$YwV&Y9oLuXm`?OC@atvGL<%!a(=+uoe3tbCM{Wky z*~GU<oM^YW`c?Dxzkh_+EjM@q0hWy=M1u!tX!8@HFe}R!IEG8tJ8tnvI}(3 zBQ4B}eUz$LCmnVA*h&}uL{Jk8^JgENt$rKJ`|g}hIY1siIvl$p)UZtZCN6}ohzzJN zino1juQH7E)OyeuM*Te18L(bQ+R(COY@*g!mLjygJ;T&)`3+{(ntHL@(8eRh**NM4k+Q}6YyOGnT9Q{GmQ8yc zN?Y)2>1*4qB=}gXp)#9<>;?N!_lS`Qm#8~$BK(pDQ_JE~LiAm5Y~3p$(}T+HI@2C* zg%31Q;ndGMdsX+9#{QN(fTt(fi)baTmWRTtRbBnk`BUn#GC|G5~`K}Y+p z-3$!$vwV0W-1M(V8oZmW>x8Pfwwm8ncTzpc{<^^wLSf;{nep`y9~J36nFk@064#m^ zGtk!$s^P|P{9CJUN9AylKYsm}N3waYG1MxV(j3+= z6tXKGBEfX4#@&I44nXa#qe}D2T0?|9bxC`9C zf9eoxvwoB_0zQN@W6JG}$AVArk&og?N91s#+e!<4Mj86N{u3@p)5KWNoG;Kqd!AF6 zIz9Ia+qh_)EBbZ38qRpAA;`B^r^EaQ2Cv-*TVR~Qb1;lAHB0OE7bTi0t_1mfqip9X z2iN5+l4_SPu6E|o9<3YpJ0 zP5<@lq{%xT&l7!=Kl%j4PRF9y-CF$FKwZA*3=MWm6;62&dM{al7P5`Zf^qS?tr5=v zNLUThuCC;?O#1rhw;$TPsUHROW8!d~4#YVkq)xhRMrXEB`eD*Ay!SDsf>4IYHTCw~Z8KkC74E0(YpUp36Y#LrZI{2H3+&^S6;xSwT+|cN zKvUb=>#ZXmb`J|pcVKv(ZNd}A4FnT83`?n?K4_)o+mULMwuMQIRpc?K-xwi&1;5+| zw;igLp(_o^Stke)&TOq7=lK2h&NE9umN3bI4DbmMl69lJj~E3Y(Z;2iHaMp+6HskJ zS2y%pF&;N}8^X>DYH7Xvz{drqnYtm6!G^?aCB*DGg}NR>g1g|)_HRTsZ!4BjCHYR8 z2b}^!n5q|_2nYNBAdmIL*iHpM-^NP4$q0&l2vv;29?Z~K-Zf2(De`dPAZ=F6k5qu{ zUSVCxTKTYBSx^@-OwQuKP-$^;;F&e0p|HT@U^V_BB8B)Hs*oUTJ0<}qo3ZvTALZ>M zxp5DV*TyBY>&nStI!$>>2mlt0bm5(I!JDRwoR1p*F6Tt{omKa{S_-SN zFP#cRrmGdJ$G4O{@BTY!Ja6a%=ABzHw@8f*F0PZ|PbM&;W%+LsAIuGaILW5UQ?u8I zzB7oY7Ae;E|D|o?tvy3LI7~;RNZ=+76fhCh`-EcnS_Vth?HB8C@hN5=S*5uNlp6oz z*pPWrR2!Y-)5cm-?eDf^1P4BZjvknFw&Bl0`WGPOQknKOmzDTmO2fVOxqQaGkcX7X zPI~=s`-yIBnb7h4LyCfaf%~>a=%Z@zQM`JaIKtzhRG1=K{(z4+XMx#`SRe?rvZ*iT z5lQ`>tW0^rNvyezSZ)BC*iSq>V_^f)kVS==?MGy&7xm%h`uA~TpT=gs#8TVnbIE^r zJP_k|Ry+Jv3-$=BG=W4i=F(Kyz&4Sv$DMK034Na>UR+cL*bFpTvpa#3Z}9oSYP*=j zZl~l{UqwhO_w$Th@E$rhF()vYpRHmXXLvs&c5)0?t*-xJDJt-QFqTs4oZk!>IMQtA zD%PfP&4A>JAxC`n$W8p!9WUi;aD{QWxnl#cgcmNGAEk;m&sF% zA}FR#TPhGr-<#Ex#h=&A_>T`nfRC+$9g=*=NFO)CaiB#BV!lMXz^XLp<@S;V7uFtj z?s+wpS*--b?SB*Zunz)_xkl|Cts`rSG}pU8&Cuz6vT3@L4ZrrJ--z=hXdz3>MLeMy z4!wKMTJ>M-^MZ?H@$B{)0P=QdRhZsx*rRnwOVWBFkbSf#6KyXsR=`@mCA(yYiNUL= z``^uNr{eQg5Uxyec9W?CLiTKNW?q(z3x4>CMg2KbeFf=s`Ej6VRD3;|0=1pW^x?#~ zz$zVQ@MEtf4-y~P@Z;iVmj9Ee53E)(J}Jb_7i_34{S^4^$I|_}ed^m;@l&yQOJu+L zR8*;4+>3e*a-A}NAr)0OYML6iZXX;lV4We5vk6NW82eX%G7H~RYG})!^Gl{U+Z|gb z;Fe8sbL~6W;8!h~?;pefgkXmM>jqF}0N|9<>j|^p7h|&4ptZ`&H6n-aY1&VV5A6SO zF!Gd=bqaeZoD4_IfWa74;foEPiGsp%crq!sJDCF0%Hnm;3a8tV8~Aqmf_NwI4EszW z{?}o=8m1R`VV=oC=_*-+a&6EQd3WB-z*=MwS9qbjix)m1F22eY<)&9VyP*CxU?Y9G z8`Y_p`ji3I*Bl%XdOS`IhbXzng?ko8h1g+sn91VFeWY1i2geYo+BC#4EQtooNyrvbVboq?QuOAiZ1yNER_ zYMNKzE&yW?id$B}MNZ^2*vu1j`TJ85oBbkFCBV|YjLm$rC04nFr9p1hBBjRFEL_IN zhof9jKms(b=*RQ`ve*>9kd6^NtOhR{-jiKBzKkcAfGp|QRh?(tJ0(nJ|84tdday7xFZg2rR6hf0 zl?~+mbboaHSYg22_2LXm!t6dtF0o@x<9?l}4qb26YJz0UP2xlk_Xt!IBsRZFYZonL zosz)zS}(#}@ZiTyPASVjvdk#Q*v8umol8)z$uSo6Ux#bzlF&*>p!#*YmKEBk-$R;v zL4h;=?BimHbY(lN$L;}Y)?(esrp%k(FntAB(oXQ?wjM{eq;r%X zN;VIR(_l$}5H1Nk68%t8$Q^JJ%-N(gaLFm)S*5^!zPNby?@57K4{*g?cIjK)D;DoXuILLO zN>k8`m$}pd`hVfWe9VT^iWGgLHOmV99KVqaq=XYl_5_(idjbxxZ0=k@A6SJ8q?`E- zkNkHP3!@Lib#D=%3=Xs`@g%7AlEfCt5{Gcjef5^Y{a&pD)LD+h?`j#Bg=A((ErX)^ z8%(#E`fcFQT$9YE_r_MojxQWz3QK3Kv~;R_f1^+?tV)khz^OO2Nz3{KDf?IZ2QcrFf44N|s&WRRh2NYgw_pn$(MMsSzJ+t50OojBkhhr0IgD9zD3CzWU z0H}HS(@`P=9hPF3N5>bEwF~QhP7;)CC7(LY`z>KP<3zZKaq(5M^##2+igPp8{c^K& z3j1*d*_Isd?#}#Ie+lfCF7j}0rnu23anqHy^A&dEYlc12dk-;(X1zo}(D45uIvO(E z4|P@=1-&?O+3B)V?MOiD>GuW6m%0vjn~yLq#NSFwGr1TVEPOORn*98J*t5{YUqR73 zjuHz4HS#Vc$o1GhA_T7R}~G&mZKkrBkVvpZ)1wIWCVL zyu^a4;Gboh)-poXq*kh9rzN(8uCRDapXvd)FneTTZ)T`T<*ysz0hK4V*xPj8|EO`f z)zH?UW^%>t-mQd_U3a)D3M###(9l_DA`z>qJZAFXhLxbyR?;{JY`i_DyLXD?eT#52 z6L~rZ*_Y&-?Tupo>}oDPS2spdV`7Q0(?@ve6L`HX)^!^wr(1f4!Ix)!ayh)YYrMg( zwLt%${z@uA3-zZ@kG~7`zqQox*9x3VI zE>zex3f&|~T3uD%z2dXUqPmkXb8+AW>klF3XmR1~WEslxzgz>0R)9Ng(`oWeo?tN? zRd#T~BzP}L0l4=IS^H`gtiSLvNTZz-b)h@z<;CLug)+3dpgK^>vb~-zhmsSwufyz+ zhoc3d7oM$coJ)gNdL}t{G)#TDfH2f(oaRIxMovA_2>4-kM|HJkBU10qQPgCYRj3Wi zaS^S6RHoc94JO}SZ&bmC-bULZ@JVp}0JJSPYBz-f^nC4ZFEw2cQx&ABn3vO}T^1cL zYYQ+eWBVEXRZ_GBX~{W)a;-ss*bu+p*MVc-u@sKA6)d*P&9LkbWQsM}a_TA7sQ)aQ z89yF~TJxJ?sEJcnF>+#s_`;0N)HD;&y4KtS!?ndA1Mn?^@Cc7k|epO(!0#CcJ8Qj{!pw^64@X674X7xUvfl*~WEql*i7 zQfM`0YUVwh3|sI}jG^h?J6GZQ)h!oTzmum|I2hgbJq`r3( zDguPbX_R=8uKgMW{V>W8*MJn3F7Mu$512JJDl;6+{a*{J28Ms*U?M}@ghY9aA0v@GOb$@a%_mCx1(6|Q+@qi~T1 z4uvu1zwOC<&CY{@c!CpR&yN}iz(I;@rKqe2?wbV5dh+h6FY}aR9 z)@O$^_vO^^EG#oww)H9GC~Tc?_3Te*P8kao4EIrKZU2!dt6q@?#?7^))LDIe(&t|I z>+4CW8_a|<)b9x32r|<~-qeF`5YG13-M+<%eK>Th)q9a(BK)|pIPFIA0*{m$?k)J$ z3X66!=Z4Jc@%9JvvHylqyAEQ-`DVR!Cl;G`Qj|d%=SQE?#jnIBCDph4*!AXX-)7&o;xtNTO?^}=5+KqH_7Qdn3RKUMH6Dkiw`7+ytHyK|wlZ<#T=#X8Q| z5IOG(VWKg3xj*pxIqRKY%hXDYvdHP+W#y@ zts43zP8a^wV;QeRZHHyGO$PU8{_H|KmVGi%P`9NyDhYxHfVPk77}r`={P`_#%%4l- zZ$xZD`TS><)bq?V_JQnzVF2(LIdGhjmulbu&nV+z>Q`tH!R8w#O*IeKF~^wT+QD#a z^lJq^7yY%46I4Z=?xs)wh*>BsOjKn6cu?yFIPCYI3~>f+mXB36v>qQpAk>SY068w{Z?g5zGJ3InG&WcXt= zAt|gH*#DK>wL?+RU|D?3>yVjW!bf#ht$!DhY^5;z_o`_o{?~-~k{cF1R|ORF=IGOG zNpu*m$a15g%)%kA**Rx@F3cs4GQR{ko25ame6KVj>_@~j`<&Ypt(DK$2(y@6_=Q$% z<-55#C9%)j4lAAo?v52ph{$P?-aW7_?M)fXmu&uT_r#<-u3FeSufr_ZUm_GEoU=hX zu9;;m`*Nr`14X-pmEU0%aU7^S-tbt+boMEoTi`(@jYVIV?a$_uN#P znrG^QSIQyET>~m|2XY8sTYg>EXDa8^f1OV#gDb81>*|bz)MZ*Q{!NsmQG)x~2J1Q7V;_sTCb9H-g_I9<# zO#{$hzGExR-55_v!-IQ(N6y52W6&?Yh&tU@r9>Wi(ik?sB++L|#(O5j6=&nV+U1&X zi}X3=*cpu! zucVg2LJu@$1YqopAclX1Zi4I-gK|cGj|9D>&$FGnXcuqk0bP#{Q^+witaEnZU3TF; zHzM;@!y1iV^EG-~GJb%lD|FrIX`jyGk=S)34eZsG*FFkm3+`d&<^w)pr(4Tf@ObQ- ztJn{x5`V9px3F;JO_JVVRi>A7jOTfJ+_#Q}bzV?1O9u8P&;@=bv59_-WEDo|T1CDk zP6oxslX`Dd8+)22Seza>s~|qjN1Z_SvZGmwInG``?<#TL*kV7o(!5MKuhU6&VU6|$pkzu5lLh~5Q%+s!I5Kz6 zZ92)qL#c=tfUkc8SBL`n{6xKu?Uf#9)IK%u34%2Kgc=CrvRH;|uNQjX6w{{Japr5) zE72scHmfSGNF$ZNF4L7O zXwEC0Q@vdQ5 zVDw`;YPD93p(o5+YI-j3-7^ew5$utjD?QvMILQRBUN{BWvpc#*UE^o2;dV=k-KWf# zZGHUQGE2p&Yhxp^7}LX}R>>BITHBkUPCMsHN1m(&-a7>?b(QW}w>0)#{<(K9KXg4O zJ!5yjw&^JANLZ0H0+W@9=eI>vYI@36?;PfRW&E48tXfuia#Xl5e8apY9eF?|UOKr? z4-&Jjx5&D!FS(VWrQ;0QV`3;wpiOV$S{~G^mz8M_Q!A;ae$>)IJ8iYhbY@RxEeemt z74C`#V=vS=C(z!OsadFpX7p{(Cm8nA9oEqq7B+I-cr~|qeL_En&x_ z!&(fDkUCo5GAok#E#3hfDL{Aq%d=sA%o>eH0h)wn{{Y@I0a?2Tx>jDlX`!jT&((#V zOckk z6fk*81~88YV@uFTg?t$o&O|O6ZBUDlr*Y{0=Yh>Wv9NwoN{0jD4}~bgl5^`8&#-^Q z8jlROe>Ma|(o<8k5quJgwNqs>PGY)y*X4nKW5_2TKLlU)IS zHMhR%Jf?Z${mp%wcJ?@J-T(c_;=)l-W@e5|@*d-bq>(RD`>6a;Bih8S{gyw5`-f zGP01hrq#p_m3*01PFp7ggwpX^oZ?mw&4|5xB`n0`E z%89BDhWeI<(Fk*1&CxXDzO-d_wF^Zao1_5JxEs3u9qAR|F2?LDP9xfxK+QWnk@l4G z!1R2dnnNZT!ZbR3^}|lpl=hfibM*!P32iT?Z{(tgF_MW`I4SA0(ebD*M}@}HSZAtq z(jr-O?9fufv*ZF@CzVL{wIjUzP^+P3OsDp&)-x-ovpRaULqZzq>QVpI)~79hf2T+P zJRLsWc>I|$99^+GKTAG5Z`TU`5j(>C2~%l5J96i5qyph?ofJ3veuG-{w)3#kpUuqL z{@7qjxoXFhwa`@9)ev>FJ_@9&zhtU+BrG+3w|BJJMshfx?`NH>D&qt(j@!of3cBj- z;NWvn{5keP)hgH6ylVIrNo{7I{!egYr|O|E*f$PV{7%Z)wp|`)W3*uf7xO5AmRC`JeVqB}4Qr2_csJ(VJh+_>Ok-2t}avgZfnt zHkQCWNxIVY`~d2gbme8UTP6#hf_-o@8xkGvl@+ zQ&OKtKZxkN^SO)vlIMOf`0JffpO#++ZjU9p4Po0@RcFArlgnl&uS9xXrntEfb-33% ztSh?`Vw-nzH#b$ynb!t*kR(Ig-2dxT8zO(r6OrFl9%8zs`rBr$U0rQ_)uDoWMksmR zM8=hRN5Wo$8!m}vv{dqaMy3|P*X$ufs|a;5qWjM0?gLeY@k3c7aTvl?RL#GMx(u&u zxg_0YkUHGaP5dv~;bB4-C+_~NMaV%oI=LdVOqkl^QQXBju7g=PGExMzo};9loidJQ zjz@S23+X55n@sJNwQw^^?sPzSQSLP>hG*3h2VVZlS6y0tKL@N@$DlhnIDv4kD=OS! z*5V!jia^~z!~fEnLr49v_JLtdUXIl47)kVSDv=8 zl(wL=z)NC=4a^SA$j;!6BhaB?2$RwwVT_9NVrU)IZHkrNB0YivPE-4<)GcMGkVS{= zWt(~Z7m07;+b8Q?XOU6pS=f8ntVR5(2z5w+DB8xW`GFOsP!y%Ltihle%`A4qoe%x` zHV5ezVrG!e3Z-S{g3wtoWjE3~xFB%*aqq@Fi9Xx>*u84*2MrQznL}RN*0-Pl#{x^p zV1^rFa5K^D!WQ`M71z2d9hWr2Ln{ zKRzq>*&?S|PS_c^>JQ{}v2$m5pBeiUID$}^G_5rdmSrA%WfokJR(L0283;o4q@Wc0j}ld1p@M!##Sf&5oc68rb&nSEz@yUfCnv#>yG&?Up-cd%oV5+vciaa00B2~rDmo#!t$_Sy&K3t7$Bm`=+hi>b z{F?P@>BR5qwm%%DZBz4X)|IR_8c-0D+NQ+bfN*oweoIqQ2D2Zj z9@l77h)S7cp)Wwz$h8=Jb!m+ujM6*FIUOf|mR@ZGCR9JfpM*R_2K?*=&z@T(;d4MhM-lA zxn+%md93=w%M(xNto1(1-C+*U#U*BH2fcY6o`j@B#M?@ZpH~jZGR->;~On;Zve40uet@8 zj2xilka)a9n}NYTsmO+#yE;^|)7w7zShh4~N?L z2RW9{vEldaZbL4W{1N`@CD%hAf-~54Z6ohbKMADC4JQlylH9 z`P`Gz1GKELh`v+o6Foc|{(uj6;NddgWGz-}LrtR%n7(#j0wjKz zG8vK#R-h3sGvK@8-h3Bk0mE#3R+{W9fQrF$ERtx?8b3ohpVx9tVEu6I&M!koAEG`8EjZ8Bg?kE z&TK=?>w=m?Kk-^5K3n3YG|75BklEWc62Yx6Xh|;ATg7h2%3%kCb)S%4Do)046F^l& z6o>2VY4-l4jnaGU&nFrnLE%8Aa>9GY$6n)ef-uY^s_R5wDECFW z0jw*x4F2*WdUk)XMtBN)8*oz2>|>WZfC18q!GW#3rOixWez>dacbouaEk5EeRy%|s zjmwKT)a^6kCr#+{ex|s5M~0~Pk5HUTt~|AY@w}vgpON51G~MOa;~RJ{o5Ga-;C;x3 z99}9rXK6Cfe#QJ-7AIPUA`=ahS~G0O2u0da%6^JJ3a>0)Dv@-w>)xa2evqb=qm5YF zAEfKsfH5B;2xK9V6$3d3R)VnkBy=nj#Z#bcnvt(T_3d7+!>xb6D3aV{#~xJIINY~? z+T#K!SHAQl)>;FB-S@Q~qnVM#s60@Z{c7Y|pP?;1r~vw0wx=Jd5@l&yP+A5oy~L!n zyq4j?0YpiG0Q&*hf1JD1@p)#pOF_Y1sb$Ey(1#!^<;h(1o@HHnqy09d&v|Q|`5#x9 zp2^d?zz!s717CdGHo+CLs6rO+F|>l%EB1204(<0)=hw)Aa}8v8wD4N`O~fM1(X9m+ zso&!)RgAY%2w?r@1&(yc)Q+G77A=%$q?sY9Xg zf;#arNrM;fEjC@DVQ^giDt1t;L{Q=a$MWiAOb)i*wU%iKTRa=Mv2&$AXXku=8t*3v>P`wJ()PPS_ z2t=cQS1)xwr=X+wgwD!mfzFBt(NiPre*eH=pNE9-c~E7H+L^gN=K_~IUmp4>sYuU? zZ0^3C5%!slqEP*u#5ASrg+Drp3+-WB4Zp@m3}<#eQCg@&nSjj~>Qetqr0(_>1$_Bb zsrDO8zs?(;15*v6Je3;c(b8iwKZ_7Fzn9w53%+@B*I-?waZ+{H2J`HPg4^$9dJe~>Pyie}nu%7qM6Fx_( zIkD3V=}L1Rn!}B4#o!7R$J@!8Z1<@^%)LYQWHdZpJ(FJ*@+GpWobD248b3*>C5k5R zeY^#6OpEa@YBSaQq@+RGG}97uFc=+O>*vr)>ACay%H67s2^Ia1s90nU-WtW0A);2y7Esm*XWz3$r zwB}jrMl*G%Uvi(8Fl#}=_(js04&l?8gEy?|;)n^PlbGNyEKO_3XtBogSaNU^TXy*C z^DP50^A(g+RKdq0*mLdaecn8Had%bpbM{W}(YrU81MaEDZrH1t_)Qo+KbT4Hozpu2 zz@(>nv0MFshA=wKzA*D_pT352Q2b(U==?EaAR*0T>IAd3JdUL}1aGp(=H2xD^6>9> zmBGV1(D~(7KgsZ5RhH3X(g5F|Gs@z;PvG|uHy4Xx;{ii=%ln#rqdezpp>0y@Z(sR3 zH2(eh+f~DU^x81fOQ8HOQkl-(v}b|!mxw;;OI7zc8gBg@kU z39SVT)DZn0*XtM(U5Wr*Yn9an*>i=(gHxA>q+bTcLl#tMe?RuYo%rAy3(N?fUP9Py zLE1JCYAB@Y;R!>V~kP%x5=Nyz>I3iYtr;bN1kzG?({kMh^KeeDhFS zQj|%Ou>RChsF4^mYdKulOtz_fT!!nE1+zeNS#=dK)bv?uPaD|j{$?8VgeZ56*sfjf zho9e&+2J=;0?3ch9$0X{dlO^%H?(l3(cU6i8)S{><7jvjN{xhW`A_4Kf@sjv$Ve#` zNSordRF@h$x-C3XoI#gfW?cK~3@PM=b;4u>vR66tK6eMh@*;O+7zM_DFO}{&HNG(_ zj=>^%X-uiy{2m+h-t{p<%{hVmJje#S*G2sNiv7hBN|A->op0jVI z@rDQW^>zLKMG_f^K&0S$1{-@6Nh`~Qx>;*6)D*a=YJo7Q)$}sS(dhNnOVT?jnEVQg zbMA8RJ%We3)C){+SEKQx)`l)%!QcKBY&OzT<`?WvJwOS-qFUP+>b#KPUre9h5Irc2sbNdMu1}Rptlr^e z{?ebtv3%yMy6CNc<7s@EjR<@aPvfw3mrZ>aWx zX5^Od&Xtzy>PZOlL$X#9XQ&^1_KTCFJ@PSQi#$(39=rwTe9xR&^tx|nfYXx(>?6j= zcm{0qQ-kviji-jwj97@wKz-B~iDL#{4kt0yW<}-jn#SufGap%=g!~+5d5Xd#MV{HQx%-!a)psAUR7ck3P$%y!jh1Rg zQtbF!jY`LLq)P`pWUN6f#_vKk@rkx@gP5omdRzu_QBADTECGnj+J#=IrLTe@!Dva@7sFKT1{}Io7)>*@7dSLtt1{i1q8B$x^Em z+Jwu4QLos$0wmx+W?|>JH$jD*^BokAD2H%v+krL5l$p!!YUSQF*vJv*CT2}ssdmO0 znpB$@Kj=D0|Lw$6q1}B~%#yn{wcQeE6%mE!nj&+mTlTtwu^xcL4r|OsJr`JB3=h5o zk%yVPA`8k9x37@i4xWE4Fm*uYmPoo@J*XpV9aV?Oq`OVoUjY@X(M7v6@YddfEk^ak zlM*AqZ-;tSWpT?vW{jDjtVl9jYm22twXm(uTf9Aqq*oX;_OKi>z^A(hMzrP|yEAw% zx+^9Q5QS?83PUQGa^Eun?V#?U^o%`p``_H(>I6bw5k2^FVx1x-bSSub=547N-GP{@ zCXTP2@vV+)DUX_tXaNzbtg536lr<4?RqH^Qub5RSHCbrXAN+B><7G|Lqm^#w_r;rs zSTLfH<3wz1p4e#G8Ik#${_v=hU_2bdg0&DAJ*;HNP?;gnvx*7RLFbp$7Vs*6e&#g8Ntm*Dr*PN6kLt;y`stHLuQ7W$jl zFE2bo{Wkg2s{9o4Wp`O+bPr7UXl+6M6Pmi2Dc3I6c7ihw_UBsY$f-wF$F?fhSUpn2 zW^NIHcRW0*Q6G2NqDLmsze=nf(Yc;kLBliW0qlsl%hJoC-$T-QlGz-YVKwnBHSGqI6 zivIT?z3t_}wWu?8=uHD2T7g#5`GafM)Ts0ibw+c$Z765b@BQ`rEmGdd&5LV8oERw^prJPU8DTGZ zW@g*H-~GGqf6PC2Js!I*pX=J^{dzs0th{%}L!B!&dqeYWl$nm23r*D5s~ngzfu!zB zx-7BMH(AKK3n(+-$MI@u~~t+#+R08+n~CN`AeCz@+fU4T}Ql2PQE}AJP@_JT^C!&}A&ndgI%jhu&P ziK)swxz~hOzvjzQwss7GmA2sNb9*$FYAFWyxC);eJ0E*UL5$tFVt;v)y%9+iV^4N& z*{0cMo8_A14{OuSOM8X=hoHj$KDkK2#I*6I{p0S7e^nP3RTrV}LUdiZyEK-g8u<#V4_?7rY^@vi`gnHJ_c20nhm;Y%QH(k>^2G6BEt6aPhR1oImC5&TEWwj9 z`grJ|LN8%3h3Q>N`DTlq_-wFxNM9VcpUVwFZ$VJq5kqDxRksWT*Vsl?I6jEZuOb0l zO!9sq)owR-v4_U_colEZ|N^94X!OgP?8 z22}c#1s4Ubj;{-j1BS?k)YjKAY-$M~Yd!i&cHMKYsHEPAihvQ4mw8Hzy?5Y)Bl@)1 zm5kgn5aIxfJwo|*-bg$b+c^IN$}U);qWm!yIokcUafziQ}`yFeB6OE<<4;}d{cu` z3_gExqbBP7C1P+LJ=ZE1tc`W;*MEOPoP>Kob{wqfZ-iN6Hu}mMHc2i7#F;-B@aKyc z1c75oGNTUL$gw2P%7kdt*%PgQ9zWsFUZHT`u2;S~LH*5~hHXr}6zCS96RW=VG@`5m z$ph_89a&G_Amib!1B9vWDZ?se{?MPIZC|pf&Y%!Z0JPu0B+EvP*f4=!pHge&PNtxT*Tz#ub zs)bz;ZwuS|+1>236mI1yOmtbe<(k`71~Y~t4uatg7}$8g1zY0LVznAxrr4EUt9-BE zfhGbhUUCBed{v`Dw8yh0N)G$TV*#vdT& zd(J#PcX^iS-F3)NExsP!bnTk|$iUplfzHyaNi9N4wwceMaz#=BYdovva_lrGCq-DY z;N>igp~!-^x-Smu{(bZ;{~$xF7uA8_s@mmP5y=BF!jf+G3z60#uy*UsG| zO=`Vn`1{v`WestK>7cr25Mev6;G1<@OgDmV_FK*>A0TRJFnunIMv0_?rT*iCI!Oqt z0Vfd7APIQfVY&dm`d~{t6Jqy~q-cdNNGy*p*nW6wt2Z7#c`|uT635xmM^OTf{~!4M@Qyhl^TO$PGhN56OSIcMV(;G3TfAkueB~v}6?)6Sc_) z{pP-EOtzwFbxpdAA{KTBBTsUTzr6-(h+wyG&OXRHLJ5Aig)TC&uf=cr4=p!Xa!1dG zyokd|c{S`YvQl*TB-&Yr=D>2Vm4ah92f4r~q9vCqS`V6L&l3>Ig25pN@^UFD9LRto z6+O1Qw`6~P9x@T=I4n6mu~pJ?kw=-}n_t#flvzAb zKykXT1Uw8u#~?1m5BFTD8MksK_A&KAxKkAvjdmKdfObX3htptFLvGklEpDe#&sJ$v zkSrI~-soAa6x>@yX!SN&wgO^%qsw?7%eGxqw8rI1C$ubAt~-mS&*(C4o(;}&@ zGHsl)PCO4}d!hIWw(-r@j1ABrg`QNy5%H>J<<@fkoVz9|vJ;*01Todp zjN&OHHyQ75%v|b0ogowEwp~}%dey$_S;z2!=P3MB&uA}`cJb5Nfzd};r+alR2RN^{ zUZ^_E=!Jz*M$`Bape|w!?+IX|IbN_V3rUWh@e=Q(iAOD$D%ao}wncN}_!;qQDPE!g zsLDzvXgS~@SHU`W-iKJ}gL3FD)>0Jx0l-RJx}15Mq8%$h%Qw^QO8{2f4qsM|s4g@_ zE}%6*tJ1oF(B%us;Y?SD(TJx&?%~C+Vl{-3vz=S-f1PdD&uEb;um(ZC#WeQrCV(er zdFclf$yauu4tRQj*5ep%qOy-o!(tS5<3|(pCS@_S&Q=_B>rfIE(ms*Z5*d=a$_HD*V*_cL@%>eofD$(0Q?MBogNt&+8GE+Q?*QqWNXwU(3%)%%hEo+t|TBRZK zyaa1bQyclON*mwz6g2Wc>v#Y0SUy!EyWfFVJkuRp`A6VDdoyvT z*oKRn@S|+t?QX%F+(PxuZH!E-sH`P|I>qhHAmAH8Z=tp<&F(JJonF4MIQ@!%>CC^KzM-px@4F#{xE5jhZJ zJAoy4#(nTg=9aOAV!j!P@Tr-+Io&eLL@I9O0N}WOYdWDYn!M5_)~-e2JEsF;VNapT zn?|Te0Wy{?%h)cMg*-US_PD7iTgX#gfb8SCze;+)2j?IO6ixF0eKA3Dh!%N;^J*r2 zLp^b`IR5j05gj&LWSK3n%$D?`TcutXWtPPJypJa9AI0nUUu{U*##mSfeMGYte0H&C zuA`sMaXt(QAI?-P5Bn61=DgyKNHD%ck%?q^ z!zkWA@m1!7e-Yoi79wP^ywi7V-r|Ey5nW5Kds4?B>ic7sy6fBL}p{0@FlXC}57y(syOP;!QtfAjR@B zY&UsUb0~b{)xUz=@ac>r;~p99^U|WZI?L_KI@@y5>^#5OYRy63?CQ1X|cwop!0aT5mVniS#5A*aYTKe;AO&S%=|)bdtzwO?_`~(=y$%dI?nk zS@;}HIytJ!z^S;5V6T-->p$@4beq`)8Bgof`V@{CzEes2AdhNs@%=gO7D88;q(^-U zV*jP{t_?c4^9mc)BiuTWsfjN1;}?=*B_(2vzFmxPvsvigoNG&Ukhz_8`p(%af$#4Y zGV7At-w~!k{*M=49smBN8wCg$SGn?hy6QE{dGMs&wvURJzRNe-W_M2*qAAGSxAC*( zKu>C@t?YZ0Cc~S!QNNNZ zl*Y|1LC^U)S+XFd!Pt;7l(pGB>VJWqCF^?TSO92&XdJO|{uCNcY|vw*&L=w@{xD9* zn&k?H9L5fuav9_*JLI}lZ;XpA)SP}EF|`L1zn+z0+g*8);Z>M3CTp!*NxHp#p6xzX zoJv1k#E~U*0ku?++Hb=+`x#QYbxoh!d8s@U?U`eh%&xmuco*jMy*XD~liyaj7X8xP zP4jIROQQG9(t)?#ePf0W(uFtev<+|0i?p4UCBf18{K~E-`BQ1-Ffpt(e3IDuN_Vmx+9PI zOf;;;w7gJfPfIYS`K+qO7J_=dC?$-l%(E#GXUXjIcc$ct3P3dcuWNZ?}NRc%yFT!GM9 zbhstBor0)Qg?Rp8LpRmMAlE(o71QA``E1Df-w9Etv3I|S+W3YcuzZNt$F2kIVX0XD zYubgvhQ84i@D}V%IPz1ncYs@=zetU^>1h!*p7oQO%AUhh`P0F2_tf5lC&^^f-k4|?Tsy|~?agI0^N zJVh{8TIJF?JtjG#hv&(_Wj1O&$2ESQi&HMx@=9%Ne;<6yYUOr%zF?`p)QXE%$IC8q zGIF^oWfAj0Ft%zn0BFfBzr_AL7l5mjLdj6ndy^{-Mn0&EI#`M79(RgO#!mT69*buP z{X|WAL4~w+DC0=sP5<#{FNC8?m=g=ZCIpfLumFBDUBcghS(7u`bOr%edQPpLZWsUc zcbAb%-z35%e%o)TR9wZ!&}Qt#lH0cxTZJu9v=Q~=2zC%&aDk2K)0eaogsm4xvAdfU zp(ZzHEV;>LO~)2Z*eX6y!+1v2R=b+u-EVpn-n!GD@v1DMEK-LQXgbp|(-iC9u{l3q z0C!JEUoFZ%G}NGO^0a;XN>ajgzy2n>ZsB1taCkJEaM?;S`8lz0fz+Rkz6`#QlV*J& zWagcb^sk_u%oNk;y-&%OEM-dm4PTr>a12A!dOIH&hgEC8v%)99LP&om z`O|wm#FuI{=}*Y3`F;+Fd~cfJt#OI%ZMl%m^9C!|^YT@aPlGvbYIBFbm4>`nlJ$te z9Kf!;^28c6n^Qk?I&isl90|SY9FcU%x>)Fx=r?E zp5;?=9;{O&&wd{*2BK}!Q<(w`k8D~=MDh%n$v9TI77U?%$$w*YQj38TEc^TiExuJ6 zxonn>iea$LMqQl$i;4xSb0tax%Ln0(qxn}}0TZ6rYb7Qn)MIVaQN{YqMD0=VLAD&V zAKl5wUuQvIeMQ_qWgwDL$JHF1Kf~PiUtT{1=J*XtU)6? zYb~8{;nW~J;21mqO*Jui2_iSD6BT|bn{acYrBsyR&`zLQnzj=IV2m@W#k@Xl1 ztEabEdoZ(_jRpx}OVVQfnPrHAmj+tOwBpfVu~7H5ez4V=kALort$#SdfT+^T`3=$n zA)Ax1GO6P**6GfAa^Pu#-8NDh_NRRt)y)J*k6#si6%jZ2Yg|C1E3^cOi&|Fw$uG3k znzKe`78<&;G4#-S)GFjf(5i(RZzWzGH7&XcK)tl-(rjpT7E(qB-!Z!O@~biTKd7Rq zxOg4{Dg8}07Mm-uNo~MfB478?pAirAkQzv!){8a?tJg&gHboCD zK3KYyj*hF5=i{Eez#wCRxYI;TH#J5FZ)9#{y)ps{fu%Plz2l6h;^T!$L$V;8Qm<_C z5Xt9%lB^2WE?qsGlS^jlS}}ii*-MS@8x+15-Fl}AHYS2r$Tz?d)Eglo?;0IG(MJYp z%_GbIE@KS_2CxB z`(5AU-?Y_S>vg=AeltK6-b-Gl)PChH?k9Nt-L4#jub!g|-@t^u?t;!~_d*F>XkYW| z24p7d&bT8H7#%nKxePhI`V?prF+$KJ4z|v?}EeN9G=h+LZ z97l^9TS-D(G`@0qvY~axCqs_|3^I@jS|t%T@V!KMb6f+=nfU^LoAY~I)M8_r4Pxd8 z!l*FjNOa4L4qFee7z&-3;%oJSt;Re?x3B(N0vu{x`J}uaGyJWLaI#>jF0}!8r9iP@ zqvaZ_P@53Xh&_`l+{+H6Jhjh>Xx4QLA3>|5q=QzY7u0OLG+Sqq_Ys$BGjxSFi}3j^ z_ad6dqjbH3sCK$*D^3w}@ZKqRW9m~A=-?Db;s%k%w_i~8Q#1sj2Z^*1+QLv?IGR&3 zp3gEHg|mv1dWdk(QTWEvG;z5I-N2(;>HUW|INP+tDAOF^^ebXNO!ix5$*u87A`m5c z8XY-m;cT{NIMa+M8q0SoS}BNs>S|ktT?{^S&8q3(#B#JLstaM!r5-3xU#|Nid67ro|xq`hc!*`q3ha1Xxfk#7+Cwf}zkPG0?E(e!F znIA4w&i3jKXZ_SBZtMdAHG8c)-_h?bIgj$M4oBs%)E6SVY#OKrhnX#fU||$mjApI1U%m>%mgJrTz;+}tOdqpj-VHFRs0;J z*i9mf`R9))jn=i;f{mh#TrCRD?Tx1k$OI&)iGx^io7K^t9T9gx<71;{qX^Yr@c1uL zj4Z#5uKfEFncBh)OKsqPivb=Tiay2qmXEBmCR2wdVT`Ho+X46Ob$>M+8VxFJFrE`m zx5ERxfmaJjnxhX6h(Iw>nygajMU$t8Z+2-$4WyL?%iMMW865kTth&3hw9FueQFEt_ zqDtY%M$)h7k;JCdEEiQO6oFYtH*t~E8SwaLlX6y)<;qp5WOapasuw^I{@sgcM1tNQ zu_?UOKusC&o8${oe7dG9YD`4EQ17+29O#m6qwsydL^z#yEPRFVT$Tz5lDQ)8AkLHp z8Ay%c!BI0_3cE;{6tLqLsO>3HqLq4d6Q_C?(7c-`w4EsvG9&5wuecULgDVy-h^V#0 z{AI8SWyU0n9y2`u@;=EYcDPU-4=@!v>WPk+Wscahr-=GJLOj(orHj1DJAYCQeEK<^Fq z=Ak89r*eYxmdPQ$on(E`zfSgN#}_8x17)O z+{CtxB+YisUfKGB@#HA(@Kp*vQGe6=ON7TL?yMhSdJs1^G}vToKFk|U)Blu zySGaf?5%P`QF5_=WFjH!VZB@>6Usr-(c=$kJRaYu#Y7TMdZ+dF1Bb0a)mD2nq5s9h zGya6haX<~=pA9TgZ0zA6tEGuzvYcu zf^l@-6v~E^r)^Iq2CHw*)DllJ6QA~f|H>%*{y14z>vB@F##vr%O|r*-8jUizPql-r@m_(|n^*ZE(43F$gYZ1h_VlFd9>=wJQB{lUQ{O?j6mRoe6OYC+w? zbCc}K8myeNrsMCzQ&&w6y~d+1=IBS5<{l6ff|^@SbP`@%^>EWM7y8LrhZu8jD$GyT zbr@3RrmDRh;bE_XTe>#+#MX$D$4?SZcyWk(`C@-1V~k#QpL{$X=Kt6TiP%!Vc#i8m z(LM3-CoMM7S3E{9vYUsvmiF`Dul|Am=Bf1_lE+qqkn*qbiHQ$CO9TH)ReRPq@~x5- zWOS*iO!e^-`~MEB{Zr8~I`>2GRkyV?cg9jk8r>uiPhzg>Jfge)ZhkW~eKzPJocq(( zY3dwqc6g38{UT2KF|F>g7SGg{x4Ka)S?A+js4}YkI8Zb8z1I*{_Z~eo=9bH>Q)%fa z>aw{)$kpEjO2mm={Ih9~WI2ygeQl3Zqd~e{Kp{Ee1nIn=+#%ro*yXdReCKJN63&X^y$;Vh=JM?36BVKZ zp(pCbJ>$nC))_%5L%l^Bj~~LQ_qkW@(hsHL&}00cN0U@n4u%OrI~EVEJbkyG8HLM9ULRrZWe{LSU|a7>Vg0Lp061jL zX+`Tcch^vtV=>06V%&-WNa%BLJ9y9S&mr8yA8u6eY>O)&4l@~hd7e2G zE#n`+FE(5ERE2k_(_@SSb#=czRS++iW&P6$SK=H>Xawh69TBLTZ{o!5zw~GRtkP0{ zW}GmyBKq5~MhvpvKD5Piefnb~qL_2FhiF&pUs>bQoAm=DgL&GSx{;yF78IP|f5qD4WtODU(%Bdoc0hZu!Ej^DP@V@-=)yKnJ;vkq zniDvBOY@$sVdz3sq5|{8Vwtcc35xm!B7c@A?~B>43!Y9>d@-sVgP46VL%Or^YU$C` zMiO+_5WsX4T<1eH=oTa;AwH(9?)oGgOyb>=?GlWSX`^Q3=Qmz&uhFu)MDz;k6ZhNC ze{tTST8~B(lem=m3E`H(#ym1EV)?G_t`PcvGrP=7Ym%U1pG0VGo$eak9x7Kk2|{!2 z0;bG1mcGnVnZ-n_$*QWO3HlqAg>PI_{75^wfq zhh|SO;D+ONS`pziSJE4A())c!rI<_`TcWED*HCBe8&ZBLR6H!uSt9Q_AIlLz-t zbqoC#4kFL_Cf}iBjh%ehk_~z;CA#VhjaD-xHVkRf;tJ$dP!|+=^94F(rnHDU66f`4 z6({lrXq`<`#o{f=nKssoFiA^%*|XKm+ewJR9I)}rWv>Qkr(F9qW_}Vwfo(;Ul0Dr> zU+KF4>PpMO9#IoN??JanznvV`jCq|Z`H<2=GIF@*D=CcKAEry-m!V5hM4bzK<4~#a zCB(;4w1x3J{}p)~pd4Wh?R;7XMt1flt>^PYUV&S0vUBMpM&uJQFx!nP9VtX;Jy?;% zT%Dq8D4xy7=4s%Upc^D8BP?>2H&H2JM15E@w~nG;0F;&@P-L)LzaxPhEi)u6Z)iHQajqv3!&|5IVw_9+q zL&nk=b17#VDE_H(EN;rrSlk;~^&TZUPbUaXJG>>L%0_MyTK8Gq|?r?*>YdqH+$8n(xU zpU0lo8eGZWNr2w|XrP&bdeaO3#Bwgf?$LH3^aV;q?2RF4D{a}Nl99+ZNRr1bxK;&G z>wmEFoOq2mw^$KBTOu7s!zkgj)Ln>XtdZy3+sYm;-4areR&!|iFYdT8`A+eibGe?g zO|-5NPb#JfJ_5nLT8_V+kB+Y_BAn}3)E(mmRZzorZiy8DAMHu-aWv(bjjF^L;ZNQo zE3IZJJWEDs&64LhyZ-DuWpZ{0^@yc_yk~lTX(gAtV{QAEPzd_S1$C+OK<+|9pvB=L7vPrU{%`8$(vu0?h~%<;3O#QU^i=gRD2>cLSQ9dUy#_n zI;FHx`*R1cC-o&_yOPV7lTl*%}WfbVDS3kO}cP5WJ?5K3O$zDz~a<+T9Q znW#;Hczer#+PY?|XO*^eH+dZ54sxe!2RD}?X?b|TIQ>eU^8yx@h?H!RXj6RtnKj6hl{0p_f5pKP2wJU)yzRu ze~}R@>v40Qrxf_75K+s?#l5KVIp=d8o@q$TSGy_iCK%YaxAX3{-_Z1DI!(`teHRsb=G z`g`4i{pMgL)_!wIr4UEs1tZ)QU(_zqGoA77*T^7|T}%ohZkcPk2~zPD{oHY?N{PbR zNMY|VCtR`E+F>p#V(E+fy;-G)y=I-X^fVi_c*@;(Dp@IHZ-G6vd(fa3leAiK@;NRt zt1#?sm9>jGgXnZ%vIlp45-ExtAdBS46!yLXhx)y)vYP2(QU-x?&(Q%gwU{~ySGCWJ1PcbB z9l6_^utys$JkPI7MVj_!)_=l{zf)K<->BSRNVXG+o*YY!z@a#u80aBy6N*$V&R`iK z6>&BOCoG$r0SUt1ndD`lFVtcxS**s8QOyM+!?Ig2<^f$+ZjGD(N0iZE*S(B=!)|s1 z6;(uMv_ZSqDS5 z|MMnxMz2b)S1`>glFf!?VhC4IsYEmPgLAx7QoNsEm3iLg-N+0j6KNI^GQ9pP1+f5~ zG`_hGIK!8e)F*g43%s0>*4^k#b3yBA?FGfGGQ9-HmTMY-!s0Y-1}dN%$?)rL1-CF5 zIU$#|eM#9xOtXH{4UuI@a8ZB3NK7dCf02n<(3a%TV_i>GdT^HMtClZn(;ugv>OGR~!q?YY%$X2V|Vroln?|{o!O=H{7+DL@Yr-)XMv$C3pJUQ{`jAAKUnzoxP#=A@tqs>sAt#k zmsI}FY=~{HbEg%ajZNDmdTQgsn1#j$A(fODs9J`ms zbfaHSD;V0hgYCu;p1Qx!8F`<8|C^nC9(24i0hqc24+wABxI89)4+emZ=skhqFO4ML z!PV;|h-2+?fwt`a%k?M12-05@8;q|)2LcwKjKX z^=8>|Z-`g_gi4xgQ1jvwB}HmJ!V#a}1^wS_6a6oYB33;Xsffbj^=6?uZLzaKXZ#NT z*JEMRoJwIa{<~V|B^4JGvwWST00aul=e){c)s8^i<$DISDEt!b_+~Ms<{o>~h9tDX z-t{-it|{mpHvqTRWb>n_1`YD!YbV5KH!e85|MRg$K$uu6Jfwy6nT~)yCMCiK&-kFr zOWy`K0(GgpU&GJ`@#`5cG-0b3|F9kSA7QKM7hcG@+&%T;q~_<(oMq35#6wlu8x z_g&KvrjndXHF|%_usdYfZMPTs6(O+OY-|OvrJ@m%!Es;NeeFe?`^qI3&cJQ7hZ7%D zj>p_k!&hoCtn}AD+j&KwiRN-u2tGS}O1;G>vI*0u{Z{!xDvNt6m0J0D0UEWyeA`V0 zoo4_w6q`J4kCVP17v(^;Q-G1vg&_;@-i^dG7g!d^kgMv%1(3$M@~2S+S@_GExr!|cm){jYsoh5kUT{nmmD=g%MCob20z@CT=gC~evZZ- z9=MZtAp0xHnx2<4r2y8zn`j8Z>}_V8 z@D&iH{oJdi3MjOL_1y+|rd2b<>1gvde)IKzO&*uS^Ww#YiVNG0ZD^M>o5p?O9J1Rh z4kY6vQc{udxo!UC^8Nzx>mJHDm)oT1^}klxDOl5x|JHeaZDgk_d6JVSmH0bq3Mp;u zJ065cC{DV?%WpSFwi~yj+}5tJxZzB@P>H|4T)K#$#Eo7J`}T^uXRh>H6vr-a7I@d1 z@cCp5K?y>++To_P34guZgrkYAQ56Cufze9HF}+5?2MSb*^tc4_*W-7}Kssru!YO{1 zjaTU=zoLG*{mdjfh^YHF`?o*G)&6cXP5o>Yk9I9MB# z+h&m?XB!<%;pJahL#ms(lnSz-jn;->AI@WzQMMZy(-!Ec%_-?N-fB=AISf6^|0l_B z#Zy@B|8U$=7VFg<^lUikki;LMC~7X9doE$`F7$kw2%e84oH^x)0aW2Y2!@p ztLU;^^l^NK&N%`%$t$7TN#e!_Qv$(zIGF5;uA6M~P4?pXyj|H|U!ApL02WK;C9KSH z^22kY9@MMfz)B^irV|&{m*vE%>5(FZ+Y+)B;7G!Ini72%WE2HSr#JO-;2p+ZoO?<$ zrW?QCv~fspDool@vJ_(cE4ovVIOk1A@3=Rc>CH#PQodRmxK;?lU0~r3d@k}IwB{!H zybB6mz;sc^Yeex*`c`Ao1Azx{4#<*56J4UeY}BT#FJ|k9UI(!8TBt{5`0q*w-7E) z9H$mN<{UN30Xp9FqC0yCy?X+Yq z$!zZY@n$b`)~+GVcJck^s?E26?OMY7e~{jI}aC ztcQ81h7j*v!_g_Cb;tnP>9+0p4&AxuK9S8B5|ebB&gxw;^mJ#U%{lw)t+pK^$3!}+ zJNMOca~(rs{lldi-p(RYU#B47<-!J{q=n(8yrJ)5Mi%L%l$c)%7<(sel_0{B3GxnK z)T_-Iy9!A01aJ3nSVoBF;sn2`mhr-N6;f@p$}Efv0a;;R_LJOv#;^F|UvFN&y(m_z zd&kMsf7z%z_p@@V>DHG=tJvzZ3geCl|8j|oK{!#EgHk~Yz0JW6TX~E%S2gLYG|Har@p zF+Zd^#;L#KIdxq(OmsUgM%Pz(xy{T6uGD(0@?eH5WqFJVdzfopc%HIBBwSG0P9Du^ zr*lZ{%pH?Kzt4!y&X!q-_zL*C2{Nw{fU(_1NF5p9YUla3=6^LKn<3RU&#c3c9~!+( z;b5ORBpyUIWgN`b`EX?Xuq7#_#dK*VES6w>Jzoj2V_hzW6lf0*G-ds_jvnY0&C@Q@ zIT`KDCM)jiW$6O(nCgZzo(-SlAeD2km*oq*vN*VRje+&5I8>n1b_)MtGiBF0eGMkj z|G^}ddY~3>u>pulQi4To{@}z(&Q+%HXQSKs%i@b*@EoGWiM%?@3|kR2hoE9eW=lKU zO_UMMhQWZy{-GJHNk32F+&XYV#lsXXHrEw#RH(SMyFfH zILHq}ql?mh4o^KmT(IR1IwEUFC0&O_hWoVQ&7{*nuu{a2!z-&XH0b4Ep-BbOutH#b zZbl(PBB>%j#dtM~bts$DRTLj!tmekg`>gl1I5~jrQO|m26byLXA3q<*Y24au+*&2K zbBtpoEjEhLw>i?Wyt#cV%ddebN3MQ(OTIH8H=X8Cu2?$iP+A0tp`#u1>??s%UO-I` zb0Wc^k_JA)!RSzaevPH8Nr|q?3D+^Q`y4RBK6F!c-B@C7ik#8qHRgh^z+I$={ch)o zz6c=A*l#wk+s^^t6$*M%lOWCw@fB3nF=pJ>N*v=|CC@8Ov3doGwu|0UIw*yF?D{uwiK1GOgYvpLyy-rLFV+M8G>Y2qk(yt>>QLBlnPUHI)_{WFAQV5G}v86Rk zIf3k0PIpLw-mxKP+Vc@d3OK_RK5}E96KJ>ZKs74KnYTT9OSkfDf-^G}d#U=m=Nx1l zIq`AjcmlBqX1Z}9#^JUN!rtXKr&66Rl}D_I5Sfi{cX-)BqoH`~VjA^Ih%l$uOOr1& zDCZpL=ONU`6tiJoqfYW{C$xA<)3hlnD2u{bALYbcqoj2X2l!?~Wxu_1A6y(HC%Nt9Ci;b67JQd&Q;U2KinG%TbySb^shvk}>SuyP*-6L%pI~NCH>>MmPmIWf3Z@oTF!B zgV^bwuwnsn#+JPC4j6Hk)H;euY1+B|fmqIa8e~i^A0^*KkCFqt_^p^Z=)LugvL1_#*c4e1P?#9>1O7M@JG-3N}fa-8nikGKe^xV6B_Cw z_8wMmUYPLRxGA%_dS60w!-U#K^=0_{pYMN9HVnGS-hKFl$3F=jT>6eotH|g*Salfp zMfKT8M>@Gd?7e0#$y(l^n4Puy{VgGxlrFvL*s=U+`}$d0lk%fS@7n`Q{(>|DB zg4Ms!{iPiM`wsqXFh1OfVNN^&?@Z>`Z*I#C>i2QUJAbnG#M04lzi-EfU6eevj)!l{ zbMye4Po^?t+r!+h+HLpqwRYP-H7*&q%8$r45}w$+d%bS+0j3b|aUdY4JG{WsmxEQl z_*(z&^i|B7O|bcO-=1!UvVHX(iYsV6R)2DG(z{c7(S~^3Rm6&RI)7M@vEL|ldf^d> zBV8K(Dy|}alhyX-YrB|os;=0h7XeqX2g%d&jSFyOX>H`+&HW9QC6epa4-sC{BVV^L zvZ0?Csf*3tvm00|mx?1`b~oj=O6}HI!g+@R%9-C9Scd24@4+K5mx=*|9}`|Jz8q^;C3C!=>R4c8AoJew)M zxv{=*rhsz#?LSyt^s&J|x&6i+O7p)D={4+N`Vh-d-H(UlNeF2S91D;Gwkt!Ilm6XJ?ka4wV|H*RQ6Bl1UWOebGq6t zi}0qr*sll3VXFDya2h1?lijiA?^9lA-YD;(!VBm4}LhFjj}J0R7=I&V6FR7jI#wf{Y_3gO$>}1 zi`7Ya=7N%c2oO$3G_hC3IIR%MjU3X0>lj}wDr6m`T#Sks zG!@qwYSJ@2?R|!m(*b#uN}r5G?Td_GGdFt#5!Iss5{Z|i=>%mIdN&YhDdTshYKi7n(IsMpC!Bbmkcf~DSj`Cs27U2Q#niwXX) zXMcn)2O;iEfHFXTR682jV?}RTP|J*1DwuK)$+O)iSuJ5msij7Y^e!%RT20b;p^&KnuYS1| zn`7d=SEcp88QEuqom()lub@6HJS;d#-Hq6x-&`iVKykaCZ?$&ljR@|SdvsC!%>q=H zbNEX13n$LZ0$4Y6!p`$W8p(LsZnS0ELd0w=#gT~x+YaeMQD-Zz+u?BNb|f$MkITlj zdQ1$-g9f|he%T+A2T++xYtQ%R*=@yQSINjZdOU#~pW`Hcig_3mkta%bUD1{JA3B_# zr9hI&RT242rh#$D?*OOK677Db+G`j3;7;t3$y}VdarL_f(oV^P6}8TzyiR%~ zO5z9hST@1K8a%Gw@LC5YGsY>-T@k_R+&f)81A~{)i+MB6qVOd5j^M)E%bv$V?XAGD z!{5j;!yn3E(@RzP8M!N_ql)Kx!Ion;(ghlZBlt3-Sge-}nAfi`$heaTv0UUQ4=#Nw zgP!jtTXLU;f)SuRW(Bj=FmG*F!FKsuotfC-26em$*nXm2qeI$ zDvyyzUzDhT_-HX^P$=+U6F7ptM5$Ec57vNu0EX&gGlw`5*MC$!FjKhh@qR zFmAHn6@67Dc_42fJGwDh-3yTguQvrJ>oFJa3~q5ijOm<+`rvv%-D2*>@CeMmB6lpau^ws_becnX)c+XN#U71GG?tNu%R){o__^ zV-{s(DHcl$46#fn9SmKvE?DZg7-DoV?~n!O=db88{$o8hAPE^=n0$EQ>2AKxJ9rF( zo61TqP9xbrv|sP`Us+!om>`p6=F>M>M%ge zD+~rN%|rCV^1m8GflznTe9N`P13f=afd$QbjWx}K$_F>%E)O~s5=P2UC$?M@0<8x4 zstcj}_#1Me!d%GvVUc4aR8C|@EA9I=h3d97fVsZ8aL4e&Nx8xQ!_#|4HL5v7Nygf5Bno?s9H zp@a}ZNI&y_XPvVaiyyEUlF2hO_j8x)LOyzZhU#HAJ=)J)>Kct?eAd7RK0QZneYX5{ zA+)xZ_wI`L3_zZaRQd`D4BFHNtV;f_oI!*C=%V+-MYb$&NH>XSvxAftXH8%bm{}mCot=8`>J$HBLFH z!VDz|9Zyi`5v0?6#*12B*z@y_1=Tkcz6>q2$;g2!P+m1)1BxkDI&Bg|b7Cn+RfC8m?rywLPlmDN`}iUexj?-JHb+9YwX1UhKZB zHN&OP{Mjp;V;gsk>zby%b8R>|`mj=!tU&8NCZmSO$vI7MTNg#vEZU@2SuZ-v)YZ7B z%IURlf_2N#SBN(ub$BOd^|x5Jp(!O}kQ#9__l=@kj@mOxR2QajYy+6~IFu5rTf-ZT zso@0Fj)jb6w}5|&+~mXU#guqKJ=OuU5?8LyQ#IBzBc2PlS!|L*Fb+(*Gps$$6(lJ& zJRka)uwiddxK?0I1RNXS8Og|v>jO2hL>b+J-UZuKSj!JnOK&#Evu2UMkGAr9HL|c8 zJhX_bSurgLp_-h7AC}HH>vu=o2vf9^Npmf{CkQwl zyUyA}*`&u)_<5h{s2^FFgeIImNL4vp86E`u?zn}MGj)1(1(-$;iKT}}wZhu6oQ96B zPEZ)0ooqp~39OXv;LEX$sx!en`qPI2{b4%bSM2)mE4wROI4D1OaPjMUl>3n2vKlFX z86X=rGvzq7^cXJMkl{wA3nJhg`-n+kG8hOP5Z~Ph2?MuG;G*>-L806cSIZV)TGMFr zXcE4K(*`N=hQZOl$dgE=xnL2#Z!eTx4hf1M`280c^2<#kb7b}65LX=@30m%hQM5_< zl=w7YC;;+Gvipy(BFm9eG+SzcX{yHu z?BrzIPeW`lY&`GVk=FXS^EXPZ-kZSOmMf|05tC{}8r2og+n{H&|Eo9Ec|zUVW_dyf zzBq*1!3BnFDmORH+n?|m1PW4HYPy0Yl;r$DS)$gA`4h_lvS=%Jx0V$-w}qq=jL*tB zfrU65(Q1knYJEWp3VzoqTJM5sAXMgjCl{AiEFjb@!dyzH`o?QueXH}PuAsx-#$LK@ z4MtyZf*{yRP;ls*ro-!-8WCezAdUGc?d+(bNx>qN|NDgr)yzg6v$-jd=#ZJ<1={h* z<{oxc)TDiN3is{qCEShOgB*w5=GE7JY!*U}Rs{MejktQTG~RsTMfyE&%smBbKKY$_ zdUv_~+>5@Pxl2`(+4`= zoHX^#x!e9RCe`_P){U#96lx>HT!Iw-WTJ8fVoEU`;mi5xotYLX9$V{-pDs>F(@W=H z_^BU;n(OH((94ifVaIM{9#dKFoj8WRli$%NcfgN3HF9Ih;~XaL_GqhSSmn)6P8N4p zH^{Ue%Sw$hujMmrnm(&~x|pCNn-gl6TvnksQKwYCo_%}eC*H*6Ob1T=m>$LZrE{A` z&5(3#bsX8V>MW&%p!*laheW zZbBrzW$!z_a}shZupVDuF<&=a&#w#GBDvZ_9tfE=KRxBt^o-*n*l#aG-#qWL}Ev|f3f9noGb8xI( zoQx#}Y)z>&PpT=)_y5>QZ9Wbc@K4$0q_M{js5fL$JVq8Zj{1NQO|!{?%k?p3&y!8OPp(w`s?`>#s8l zi{sodvnGXyhE|irwCZw0b+vy%Fj7E_!V9{~0eWAKx$6lGpH6qFb<*H`PH%DR3|4!kUYDBrDU%6rBbcm3ne*`KIm8Z^ zehjJHJM$yl(M? zV_QJehZ;%kuT@4OF^N;uf#lAQE&V^2!r<0~R~9$}yDD4>r~QZcKx3kpC)?>W=pG8n z(>ix1#)gw|yhGrB5z10jPAW_0j+R-#(okhKx#7dwqqE<;X0<#~Rn#yj$|g0}c-+nz zrjTY*uu+Kx70|BtHcZT0om^J_=oc^>ZctI1k9*YXTCRkEDBmJ*UW2~oyl3m1ojrRu zilTEIcWB)m!0umiMw=wIP))RC9e(|;>0;v%e^`Oh8V8fB6iz<@6&s zPyvH!y6!ErnP`(#vt^u47boV<_H+O1T3WFY0tYUBBYhLG>J!qZ zMVd?My38b7FeXunnldzZ1uX%F(U0U7uhHAO1Qff9a1{*scc4zh~I$QYAOjn0CarKk4G^enF$fI|?R zS<<9%3&88P7;l>DT*W{+z=(p)xY2RL`gTu30UuBq96wHw$Tuez2o;72HaSu8wSX*J zd01L`#oP#xo{;yvcr0`Y|Z#nzQA!k^tfEEVRin?**Vp zLgiaVbN$s8K~?fm>QkU7fWFkKj19M;i6rE-wR*)c*F=0^xgwzqNiai?#%22caXYzO z8AIClDm^juP$#(lJrV5tz8&oACJ%z5bfq9?Shf4mb@xF~(M4zVuL=0T3AMiLq8u*> zB;*J>r$0ZTe}HhievIysG$tr50Z%ANE-iCXIy{~536o6(f4`ZGCRzF| zwSfO8Z%lwKX+2s70*DDaJHasP9AD|1;W6DY-z(T>dF->Hx(s*LS+jllo-gy3CBx!_A2}b_nA*a4mwiy*>x&x z8E?bnwu}8o6haewJ8=H%HbaeCS?7HUm%7FTFG~cImzO~{qSuL;wZuC^hy}zt3$gxC z1_6GFJZz=@x~-a3!xdrw^jR|&{u>i?9u;OOMqvQSw@qL5F(T$T=X@G6TSbul?j>q4 zjvOLAnh>lX2zDY=%IyQzbYe!U>cirC3@%uESmcDYW&C?WmNy|hP}j)hrd$CD>lT+)63iVL6U3LG#XFl; zfU4HYOk>W17US^Ol*n;xApC6xToF>UW|6aHp=2C;NC%CR|CmuCrULG1?J~J@_AQ3Q zAM8*X|LY9*AeNgpf?YaRmTNtJ?6_gUypP{z_ceDAl=}c`mhd0*v?3XIZnwyU6;bEV z0-mUGj1tN#cgkYv_wB&pSCQzDAF?%TmUc9DZSW5sgk?H)(9*iy$~n7vCZnW9DXp`B zpIg#8Va$qLhzCzcIG$*+yJr^;eBiJqr3?)$l^m&?D}mD3W{xcwT`W%e5>52Gn<%)1 zBQAM5YixQ`qp{qiiwmaPJznbOLJAn6w`t7Smn@_UjeRENxQ~Jc>lm>R@9bLXzcCtSbN3|^L~^}fY0B3ve0o!tZw_*# z8~8@campUmK?f?_qA&e|ooFdON^u2H*CmKX4U9F1$yun0Zc-R7ww_kotB6xo>yJ{3 zgmuzS4uZ8RJnO=AgqK_(K(`Y%$oFzV5X0+0g z8?J~UH%sF;uY;mKMH%rEnpBr{WDEE$CFn0n7L#@&rZ(IrM~RyvCtw9b5L%3>a7`9E z{0&FWi+hoVjBA3tfHB|Vm~Wlz;@Hp)NRI?$-{O?5nak9pP#ty9VoQfs%;gqR!K`Tr z&*Hb()}ob2s2-Pi(YT4sxXD`#S7$;~ye#3Z(daL3J&|lh*o&@GNdwG&Gojx_`-kPK zl7=Zx^v+n{843!`YklJ>f_v@I>%ExQGBW2{X zbAp2TpxPOc=TMX*G%_Jl?w5?E^>oI2X#(b)FW~>|--fqtzv(;$Y)aF&3>dANPdvX` z1HQTKz~fYh|8P4_@8A~o_?GEcWtRM{@XAm1#!Egst8rn`T%Yet&O=j+2ZR=b3IYu} z*CU4892hNdToaFR=i;XX6? zgJkS`wenv<%IK;hPgf=SXlXDM1#<@NABH`P;nupZo2aVWUOW-J`t>(@mATeX&3qI-IXF9|}Vnt;0#S18>@mLjru2@YFPXNe-q zjV(Du)LS}LZ?(9qe(=xY!Syv6PVmlYh^$cboI_G11V@84ghGJ0Vmh-esO7>m`U>7t z1`TeyoC7PM7~aIVb~PIi?S>AEk8Nc)cd$p-3NJI5DHvR&##HJ$+K|(DyodC*v~z_t z#5Ks`^J=^pO}DO2=N>=C^t(Z=k7UrZ4wZJ=pAa@*U?6UrgnBG})PO-zcbzdRAF0}< zqX{LvwMPtk?#ohY`5~4_w-kqaUsPqq9tsV}jKnE@EWbSlx|w8W%i!siRoM&&?`-;V zRphDj1YGY00aisQLuBPl`Pu=7qRh^4wy^KDGna8#NWhJx*b<(hiWtAm(q`IsLNO_< zl$*I(N_UG2QQAwj{|J_teE_?f7in-wrSy-tBM4XUgb*!_0>&k0QG!J3|D92bN+tVf zbk>iQ4VHPUe|1qeNK5tZty6T_KYK_a&FAt$FBj31?0-e)*}<6m{vD@M+{PM-XAflP zK0JEHx{<2hsPfq`#ZAdn&_ZXglMT=WCL3wUB+m(!YTD#n(7dnZCvjKNMb!-}ck7jC zRgR*v&0Q_!-#?E__V^DKe?pPJ7468PsKm;?4|B|Z3vReu{cVkG7Oc*d zP+4pnxC&Ydq9<@tR!uc`vN7^ZGRUk1b8qQNHBNC-T@8x5Ff;SSdjwm$R6Ufije6|8 zTkyS^H}m1kYF%7_sk~RF^BS8t_xhWL!=7{dev9*?Q(%x#(Mj6cIeLpygjl5V`la-$ z+o=zY=kvys>C|=*tFfb-{Aw5Sh!A14mJz6@f|ZzZ(Ft;K%&u>l-)ErFPShIscl}lq zvo%}CaYt6P{I8^KNfx-bhPm#kjTdEp2O8_H6*ujJgVY*)w=$b%w@p^GY)nS1r|pk` zk^k-^w*Q8_?ZRy}ulZiO_c3Gj$*Jh`3FeH$$5kbxp`n!za+QL6!@}No;ZqvIpUu2- zN%3_0zFNAKawviy>6rP>W1@z2mZptf7?H{9;1=JfcM`8uD9BvZhA%EW*5#3RxqJ9c zjgJ$(9cS7r1`>mLNY8sueaDd@>FuU>kWMnc&%gc8@pJc0!!RRRnP)4RcG>N*G5@lq zsFpYDfB(by`0rN5E}2fq=8nkY9}-8N1uF0ieo&5(l+B$RzoJiX#s?cdNK*+Wn~{{P z8o(-@IV(+(>P_yTccYtQar=nn+s&_bx$frZqu+m8f4jAGxxQ$>dIE&GJOmG)*{hWo z)iwC{dgNQanew~Sej^pNLvyCf=AZ*TkR=NiUjDZ6ev%EzK-d8QXvDdC?xzk-UcNNhNaTUzCGRf|- z(|@CMQi>mt6k-mW=%plKlNZtdL|)x3Gw1HJCsM^2R4h+8MznIqT$!Ud3mt8!gI&EL z3~w{^M;jOBW1^9I^FaUTHO52TrYz+H9q<$xVV8_^Tc$(H{7&27WQ&k9kk5Ra6aGY; zKj~zF#%C-h@If$Y_aL#*M#S0AjVD`OEvGJMB-)MWInqXt0mULSv)3Scm*l^$dE0|@&!Va->k&frI@fQg z+c*UEdQ1ERRlpB2W$Eid3iv2f)`?;;y1i;Cxvx)ci0-iQEX7P+85VG`=lB(8q)oeT zh(9+jK0$vP3&3utw)EGY;EAPP?O+ABZ0kk8Yxj0pnLtC0%4BUgrcln2p4^(6MVC}@ zXZtxwXJ=6YE8FO0=!w%SOC@L0`?+Oe@?We|sUL#UvlgrjR*XA!R)wU?Ev;RXV*f@hZj3eCWIm@`cA zmhTy_^5TPAmNDmxJ6)J(yq6|xy|Stg*31Dj$!XpA;4Q(_7{9k=EabS$&|`nj(W~%+ z`86a-aP|~3yG8TdbUZ_QZ$DIpr#zfg>zx&2T7x(GGvj24PzLrF!#v-q=A(6pOjS2n zmv%1i&;4UTipHZE_sQ#HjAqR`d}OG9l&=fw83J}*Z$*P0R9?m&RN zMHDln&dDWIrTPhJ-F^B_E>l*xIteG>JMSD8FaLx?#n?!4`FG0#KE8xoO*lX4`(#}d zl`}kuiarDas(W+SoG_s(v4R{9*(_1iKR$(!Zw5VEeoYdp7;M`5a*mMp#yAcgMvUDd zl+jN}3g*8TTId~@}tIzIJW%wImn^wrqa6BRjxyK_|5eZ8A(=Qbukuhu<&U1j%j;Rpv%Uf;Z*G`D_a5b=(9=U_@>!q)B!KHlx;4P|A zJ4g{|Tns+PG&7x~o3Y$|X(yhvhUNp7pxCN0?(jqtcyF7-Z%zf9=v+~vy#ymx}XHj|2E zJ8u|WAJhs3&A_u!A*L^~V*08QZbu z_NErg5O~}bw1sYQl@UN>+ZuLGay45NsL8+=zhI`lA>Z&tRqQvnXH}<0_*;*v^)qd0 zE!}qr3dZ3k$;^`r_sVN|t$lZ>6E9`0S4t=2$meLE_7Upxn^#Eu?_mtrA#h_`O?Y04 z`ohhjs6USDMo+58yG_me`yFY=pHwSwqP`n$7?qLZ7}VyjNyGJ8HPN!INi%j(!&ek# z#A#6VShWEOvN<`Z>{^idW}y|7&HYQPegQ6B8vefk6$gGX9os*6KV$=6+xToh!3Iy) z(1F=Cx(+c(cG#uU>k-)&ITyn9fHRUZhEOD+KjbF#(@y3V%;%MuVv0=&Ws#d_;ZftbmcH^Ql;y_BN$^u6^5|v} zJCd@QY}c}Q(HSED6=um8kJ{qyq%cbIeW`29s+9SKLCVI!4>z=1WI5LtzgVOk^r)Sx z)UsGsSsy8HFmJdSugo6JB26GBdnfN>%!LYH<-X9}p`pjim?3LLaNrU&2AL_=(_7|h zQtDCGsc37wbol0ooVgMJ>{y^xI$96=s**6@Cp|~@L5T6Zl}e`;>uk?WmrlzqZZ2hG zq}NTf`2z#xJ8cvJ#psA5L6?up7N8*uE0v%GWi|-Ep(~4u1G*3cWXuUEJSC1gV0!8p5NSMspvfcu0h;r)RhJD{~qrdV?P-ic} z3ee0~aZ4A32QG_b)<INwM+3 zWEAl>9Pmelq*>?c=Jh^+M~zs+*~k8CQZzuTvNpk4KN@egaE6Z!EjcqD97i~{lNT4B znuVsl%pK?+ytV<99DLbA3phLS?;t=neusE^ujRx1&J&DNlauJ9WiX%FaM>W`VfwQ* zr;080nBZq6)$VZA3DxPj0-XB>`(Tjju#pW%&_1SB1~SzAIeTwuwNd|Y#+E=Q^vg~l9s2w05cMwY)(cGgLd^k5 zd`;njsD%EY(}?|?)}}<@$mXNa3|O)WlE zD%{e|Vub@Xdn=aY|14$zrkhUj{V&$mlY4)sI<8psCCr(PE&`6k9QNsKKDmWLjmb z`s<3CznleoablD9A1QXAz20L}hn4c!@3`-Fjfjw`2SJNQ8E4v8ZgD;LcRFcYkF>jY z`{ApGd-oVow2nKK8S#w(w~#EetR}{SWc5X5TNhX!k25Ru(2(T_4pWNB5R;y;p7OsK zn@e?mSqQcE4@dou3fqBpsadL}srg{Wj;QRBgh{{jCKyqa&{`VJXHA?=R7f<9Xo<3T z`<2}%6cvw-FdJJcBRVMwMyvO6_-Gqg=Fp7_McFSI4Mbb5Xvj`+=$((Fn>%t#Jd4NB zBjZlF?RNz?;x%^p8;|%Tv?aM#2cKFaUDrRI>Ko}Yv+$4;CEkAkZGqDNgxs~fi>1C# zX7Q(jD}8h!SN*`ie64Bc=}k+8tzg?&ikJT6R7&)Hf$OspUs+bRu9I(9^VY@Q8pEXX zXk7~IyoC1+fjFpcxIJvygHf6g4SB791||bJCro3{(Exi(a$itz41rzn|S3 zYZaz_%T#`{qEzgd`On;wnfE<=cd9(AlYp`p8!z9Bs2KSgt=;<*u3ZKm-BC4lsywvj zTey{1y!l{p#OAa4Pl_bk$;ArCf(@7Br(WQ#D^z47yl1rcb$roR-+FR;P1l!xQYj+D zZ5VGN{qi&N?ybc#3Ady;XKU3=1d)#uhLV^n^Y7Qj! zzqa7)5^~znuuU16Imboi0}qT{kovnmsfI?pjEGF}g`$i$%|2H?0j+PGKp+fHy=Y!S zj5vhOpDC@t^_Z0|r(Df8lFvAQ`fvq^A74_ak2`chL<}}=B4`6sFeJS)nD-_ZNvS0i z1AN2FslZ(Pq$ljWRyFNKHndN1U9%@#iKeztQ7wH#588VEjWBM#{vy$2SB^}9XUs45 zy%4P)S?NLo!JKUaplkyzsQ`3Qtnq^fFsLy>`F#mZ6 zBc}~%TZsL=49RYiEe6>=MY9UmW_FQI_Q=`gB_wCNrNUnwWfpezJ{ke_(P4YCsk(l| zUeY|pfFxW1k%SB!2{~`PE{MGMNrZ&50fJxahOUT}UfZbEqenTy^v2ExFf0Gao<*Xl^Cq1&^w>hgm*rzdGnsK(eMzmIJfiORzo_0A;Enz5;iyU44bUH%1Sc_Z zZ3(SZnxqeiq6d|_M?ZWMSb6C}tFJ6Dq((%4q2ksTyBDseLar6Tz#l-xc`?TTOff~X zr@E-1t#rsCm3b|AUINHCP}7TD{15xo3WL1888~(DzqbeQ!waWW!aK z`YvVEma_dx=4zJl5PwsuY2Wx^g;2@WLZg9&*s~-^Z0kEKG0`w~pt$e8$LSZzIslZM z7i@;GF9tlIX6lw7YvE?7Y?3KN%Ml7T$)L~Q072P-hP+(*&w4s*%7QPVlID9b3t7Ah z2nf|@XXG`##tdfgOcC;P1R&kJjd7xfV8df>0}$Pv?FN}`iAH(Vss%CsW&3J{D*D!Y z@_R2aTI0YT*3&Baz3mIIRLseFVM1xI;wJ35p*2s8G3DM^KiWf<*m-0q(Er(lIik~R z6ZJv7=N4!iOqFJ<@(^Z6sQA4Q<$!j1i%TQcza>}yVV7r57rG{^{*PV;IGQttH`<Bl)wT+2QzF!N2+#)zG9nP8uUhV^c7OX({z<@V?wZ#qVrv@}o8MS}^}w zAJltKq8|O-h0M%@oiW9gMD;pud`hucErQ$d)-?E5LsQdB5d;8rs5<8hdA5q$=mzuQ z5Ye+=;}+dC?wz5zH?^iuiQ|HA{ones&IOoV71ieOkmqpZhj?!iQhb1KVT(}@4>MAn z>+S5H-c189E_+7p5&g+yyZeGO?J4BzI169q72i_w9a1v$XFb_G3$B`t&xn7Yp_;>+ z@L>Qkj=PWOQgZvrtFEKgMQult7gr~`a#e4Q79?A`p7?B`oKzvPw+>?-@1_UFRXAee zD_}N@H&ZpN7adX!t*3kKZPI}pIT(s)NhT-s++6Gu-Wn3jIV2AkULy*mfgh3kl6g5L zrYFjny^6k#UC7GAtho1nbKOpekw%@*E%EO`fF896V#D$IuZv&2jZQHBM-(@JY42i0 zx;CB9-R63sy^Cj}cDu{C=`uW1Fu$VAni;5UDb!YT#YYEE}6o(HF({kQrkmBHcQR z3T%LE+yKzNra0&4=RMe1V%n@#C*BX_m}=T@=yD@ zVsgiP0sjbQ2nU!8zx+A~%4- zXPw(@o}P3sr3C~gtS9e>H!1Js=a8w3C&|X+gt~fhNgq43Ws&X)N4sXQ&#i?eJ+VeQ zj1`*-;s&65;iAEwNzs}X97XNOLQh0y(N|h{7o_3*<;$(0LfITV-YE2UW2aQx(*04r z7Q9I~rzk7%k6S8XbK@MKWb}o@nFgqq#TipL_hsu)u@R2h8%YK#X^oi-hw9RWnH}rg zZ32!r4xQ~fBzTH}vs)lMrBKO|Q?5YC39~`(DlZX-0rygzH6_HTtlD}SWX*}y2Wiao z>Dly|lbdqQ5F?z0bF6cA#OF*a3o0gJ2?vlU0czyEPxU~ZlL?LKrpj*^ry}>U=cU^E z2X~<%Z|Qc3DA3`RK55URPDTiJV+J1Y)Os}+rdKuEJ(@*XRrbCuIY~M#tB&uLIOQcO z^$$PDmHf(*IQ>T6+!8v&gT2knvc5A1TTqg>w#eXx<`A0Tg^)bkh#=Pd+jMesUNxb= zP+xMF(FadYuJ`%lZOW5u6Jh37a*cYZtq*a-e^%7^KKoeM_ifb3d1W5VZrUVDoclW< z5YC!!_WF*`<@*I&I1VBAGZ;&XvT6E(UuJg@c|-(N3sY9+vMB_FgIlqjMI7c@hE zdJ%AO_NgHC^>eOrh4eNeV!OJ=T#H^8_X-0OFU&mx+~1@1CFVAk!7Y8Whu2R&X~nL; zc87yg?eW3g;f8#(l|GPTAqL9clxc!kQRCLzE#R$hV;$Fj`DjE6$N$$}m?DwzD(V}b zrqh8oz>8pnvN3giTynTc)fi5SilXl4;3s$FHh1v}ky(uzUHQ=1KI1lc9L+b2$2Dm$H^>f9zA zT}r#^9~i%bxfi?0Eh4Um1bc~&GQ`J@Qwtb6Dniten#c@?WxP#lb^4rp!D`B!VsDl{ zK`}H*`D6V$cKFIr)X+&RkQPF;{Ks~_T#*FVkyBP0^qm8=pI%KBZ*Qwx^Bixjr~N>b z>5LGJ&yzj=&~u5a_c4yk_`HW++_w{0-h~_@e~Ut-Ofqg5K{?g-;-zF?Xe4l#vgTk! zM1Bo;DgHe$P;u8;Ld_UMT}s6nU-lQr^UYIAxR-!fj3Ew(a2~%K<4V20Z8sFv2$<$C zSX%S0E72Zb6~DicRJ6c~CL#fR;#vEjgsj306)Y!o?>g`h1|1crWBb_YL(R&OemP^v zKnL^$U=l%bpL&6((<8s?I2G{gJiO2bJ=BSQxs`7FC@}Z37u#*fvc}3wG@i@`zklas z*_~0nA|4wB0lO9j7(fjvRqWFnPJ`=T6xSDJr3ED5%FXY%MRIiQw)f<5>tiy z$Rtw#58U`a0U6onP=~@HueT>sthyU3PIfEa>E@lXIco6dR6cf`C30j6#Bpx}0`AP6 z_;V^ivHRn*?y?geZ|(2Ds@Z8!eCpB9uG4Q(fn29xvB>@C;IH5YntLF_ z+}50viRd7f?sT9U>$(-F9-_X_f||NPd<}B_D+R4JtUqM}@Gt&MtXot4?Lgr_eh+*0 z%*nZXVgI7mzrZ{=;UkCs5E;#;_hm`b{+;Ov7*}_FB1-F7>aJSH*Z!j_ygL zJmVm%_(xq)83v-2^wlr}Se}UgD{%3Y)6)Dg5MtndE~BQif&Gl>o!9Nl^K4J4MzKG} zp!gKg`wcSwf-2!eQ>nhXRKFNTTGQfU3$9Wav_Nc{7OVnH2 z=ica1kPQS3lO z)(gTa!lBcWnUA(ol+}ms0kGx3FDnKX3Q%b$+lpYL z*{!-hY0fBEN}H7YT_M!iny01$b<#e<@7t>oy4@@BgMpEe?Z#}sg2<%p(OkC7rO`~= zz3_)cv;&1(wMY2xP3pcp*WE9!gbpfq)a1j{M(&)%Kley{Rr%SLCvfL^ z`kqxgu=XE~cQwfWjiHInMq8f(>bKf3U2X1u!g|B4riq70uSXxzlOH9Ay{+v1b3>Z# zLMIE6t5B3!sh@eVS@(ogJw_tpYOaDb=c%6UdubZAu1ymL)6dn5UYRwz2GN(YHIZjv ztUm?>9-|pK=Yu2d`!V`G3w1Ru+ss5t7_|7j zPZPP5XvugN5_OFg^A6t0;dRFamt1H%p12@KPa91z8&zK9JRwH)S1X_xkwjCJb^$Xr z&J=XD6WMz0ntJ-{gP=Gh^-yi=mD3!Q+fUB%j_lETzntTz0k+pQ{6}K8nz8q0`1Ct| z1*n$FSZdsPTCj~Mnr(fDkUnj~OhQyqmw38-&%t-RDE%UmM&g}%JFk)ATi0;geuDzM zNVrW~1Gk~?TMhg6$Rkz{+^pAR3>|xj2~QlSYHm=CiyWKVTVglj#!X6lQs?a^gC_M`SrYaT!12Z=tHDMG3UaaH?z)uWw z;#P@HNZdO3>_c4iT0(xj@9k?;P*L!|Ywcg&MP9vW@wjJ_4SdB%HPlpjWWO|^D4a(5 zKDZ`9YZc|fUYP>=V7h+0Zs`;vGM?dDGAI|CG!ai$J zj~RcXGBGGRPMVm#Q^ED^EOIB*PCoSS-#0Z^*>i`Nq%Ik0BKKPhHHBYV3MK!Rv;`z0 zs%9e4^7L)_3GsKU3uw~)ue<$IF+Dg#y8kSfd7e*5U4ehtVbf< zyL7q4VEV<*#%bqJO7?VRZPfOKrRkAG;M4Y(9}`Kl?LW&*MAI z`KyOIxdWk$SWeHZDxc!oBe5NZ*E0U1wSKV)9h*N-zo@nZM;32|m&uwA*i^0KVW`mS zX1t3QT6o;`9H+}Ly^p;q13TiPu0$6S_Ukh>S5ImpX{m)q&(|_<4uIkWQ;!$_df|i{ zX}kaojnDmlwZ4%uD->Q~sa~!BFJ4fwertJQvYkN>PHaV840^uSZNP{rALul$40l+9 zWwZvC7@B-wD&{W5EM&aRQ9SbX4=<2pdr zTz4O5qeF^E{tklkbA0h-k+}fov-L*H{J*}flVkxrzzD+`a`32>qii@C;hcs0 zEUD6m9_Q%xw8iA2hK2@{vJe#4tVP~@Zsg;|(kOWZeC`fhUNq&%3cK#EZb=PpevH%T zv64eUhHrA6^vRZ%sKSiR9r+-6lql5~^L#Cq(xbWy(6+N<8e;!l+aWKa+HrOSNmdFQ z`1*$O{B6Ie_%4Aw#IB(WZlu%H%7YVcdUO~-G?7oAuglRq1!e1&@V`#eeG&Yz!%mX-<>*`{0(VC<$8dn2@R7-NCis|j?r{PMtT~dO z!JgGfLt8PKfEyC3Ha|y~^T_=h7E-L`QgzAGdS9iD##Zr$$CM}p*lOKE4dzL)O z+TdVdFix-##F2{QHl%nmhvTa+2vkZ8HCG8c;%8Gs5EFwCQba38 zIg)Ra&tI+>F)cq&x{9+I@JZg-sY^xv&XZGpO!dkszRf$HjwT(erhg>t%>_S&HZ^=O zgWUkRZ)Q8WT8K8v=qO802#@?Y~xsACzddE)wnl%b@BX3o2NpLeQ z_OY2mPy&tmVK4vLLizGpL zplTN|WRMGy+bHHliyE%bCsejPYXKbZ!3B8KeqZ!V%YrIpSgS z!wXWH^Go-KnV0k6F%89s(-ISpgXM$g-mO2o7Rf*T%gAYAYRACMe474%Sd-sy{u2`; z+XC^})nerC>{-2lbWP*>^>o6cgMZu32&I3An|u-PTWqv`PM7M>&|FQ{T$d|I)KOZ7 z$I5n*18)=e!*(@b&`P`lB1+J=;a{FOt%(oC=gj@1$AyC~a8Dv-cBuDT>R* zM=PZ+NzZ+8GOct2n&i5|c`wB1g3#kfBS0m2?3jgwcr#EOBCTR8(A7OH6fDngyt(9j z<*7!@yV_yJjr`Q@B3{*Y&P~hjtyP&b7A0wUlIfH@@hUX;$r3_dLf$U^KjP#62NZGp zS{Y#O;ZYZGtL{UIOUZ{*XFFcqOpI}NG)>FD_K(*!roiHb@+B`d=eAR`r?fIppE12w zd|KDaAf)u`B}c7;=sMWUrNv6%&-ZA3f)pu*NvvzFi3DwRIeU{p2 z&bU))_)f#S4NvnU;1W|%0&a9#5>$Mr(Reni9SwVs+fsZd4+Qu)&xcV?x>_D;Fcrq$4(0@) z+H=gqmgU>L1$x`h8I>I#J-$|t&(v!-dHWDNYPOaxAK^8Vv()hcYZ7}YZqdX+{AnNk zXfk1o5v+%HptaNyPofFUZ26#zTLldt!V0ClE}I-PJ(U{pb}M2qS}mnCHiD6>YkYH? zuWvDR$ndF;{ylTXK%#I$+E8vqv2D~mPP&=YqhfWw+-$q!-sptiW0C4oqjl!lI-7`! zk{c}$4l3jk4aI_BSU4E6}HLmB{5g0bUq0aL%oT)cI(vrlQL#? z<$L+^ZIY3dL+2~nzgKy^xizG$9%|z{Eu~h45mbx?xP(Q@kye1bz%LMM66Ttt+L>{( zDkom{M(NG!Z;7KL4X_Gj#g*5FxgXFp&hI=uECGJ+_4R+z(Mdb+V+jq(S%N`o@iwbF z)#^ldnM?GTMY81!lv+=Eje@SPySsgS?{Ae`0tu4s7qcH0l z|4p~W!+(;L7Ge(k`DK~FLtuGIM(&iXgVJCn@%edDf4H5cIxmWGtabk$dN<7f;P$!x zaci2w&3H_MMRJ60{_K^7aK+FF(^IdeKXw0{PW=}916LaD`T`=!Ll6G?Z7}pW^4@{o ze`;2K(jBkaWt=JLl?gG42`0*uClBrP!B#7(|GBcF#K*^mmtidqZ;nUu6TVdL1aTyI)Wr{gw3N+bG$( za&M`V7F~6K;6*Z;7qtI$-HkKK$LK8Nzc5S98@#bT*=6BR9GZ}lJiOA~wJ~P&59WaUxVxqDmWw_hyzbDt3~)y(Qv)dL-~bwKnoB&^gUTv}I}v-@wO<_$Pr$&oVnA&#l4;HnUL{7BWl z=e4m`*}T6{)fvJnb%^?F_Oqh?^`G4WHE%9{)G`+0Heeo*k! zJ)-PHe@L#bnE6X^kpC>vEL)qzPG0%VM6~K-n!m9PZRcYk`Sq|Zu6^=KyS-4P!_WpS zx;*||*DAC?IP(ueq>_md+vZfo^+{K~a)7zEkAy=*Rnq9gHNyhAn!a0oWAn34HFLop z{v7FtXv5-(-f3xyV?owwFSKzfI5COCQz|5gZVt}DWVxL@Adl(3Q@PNM;>XLtO zdY42`33k<=|3o#ItSt^i65#%=XMje?eTjYW+{8-HHmTIA4#_Epk%~wvVawsIO9hHYk>ZNK;RyM4dE-@pEto4vjF-s|~zKJNF;n=9hn z+NH#?HYn~}Fe z`J*KO@dWFmGwugZ2n%qX54;^J`E;xS(~#KIxU%_SG;&QZ3fRgVUHE7!5J}q_qzV_J zkBy!h7^z*@P{-IRrYyFcxm5QtAys$io1W` zzIn`tM(6{SgMy~^F}sDDzGX^%!NROpu<+C57^=_^^E2uvzax!r8yuy2vQxpDMc40} zYiu?n-(IK+H?aal-#{;AN8j3cUCH0TgkRxG1lG7ui6=R5rzVjZ7!r)SLbY?Cf)y*- z4t?m;R6jd+Nn+oBGArdSSk|&~mj_j=F=Eb)u>Jt()mgCucOw&CjW_h6J*u#{$hVmd z)FKmsfz2mVzyTJ-d^xp9I>M9yDYMg3=N@L^X`Q9~1uv@Dl`2uGq+65+qJlZJIE0O2 zunTiCBQ|PA3(A@3S_LnJ0*sB@!NG{3_FOhF@{No#2XcWDWAXgcBaX!MsAAA$!O|`$ zc%WbtbIT8|o8Dzzo&6#(dSp-if!U0(ubI;VvudR@h@S%J`-(jwKo&cA+;Ut)|f6S!ey2hA{xfy;m4r9XM<3$s>$cB%-guc9oIgp)vEq0_*$4vq zTo%rBy7@={kK@eTc!}d=&DuOp2lJ!YUeLFW1xKmWd*^u6%+7qu$HD%D!fQ^kEBkM3 z;T?KSl9`ui3peFCq*s<+#oGWR*0)?f&B-)!re^&uM;mWuy+eDGZ%r24G>>A7n!i6K3epgE8Bz5 zPec{h@ztTC`}z@yzuVwQ_I_<#qt!-K7;8 z+}DulqJs1;5*f{r0SaXq#XVA}(K6`-{?t!r^kKv6v7zIxv91#^vk{ty@TZDp>)*E~MweGEx?j^*?7k~R^>rEx8&NjNl6qXUA|0Zhd zvGu8|z^Svl732hWK`tK)24nLDc4^_HsCCXQsJ(&Y1vqgnFOxgHhjX~wlvEtf=%>ic z&24QV%`aj%j5!9~6jNx;hDI!%`3_5n#O5&qm~Neo95j@lWlfusYBCbLIr4Ck_azcx*&xaak_Ag_ zVI(kJ?BFdmY&UNLm-cy_v>VW%MeX+NL=h*YP79~9U)5sk}#W`Qv;N$+i4*f=(I$6e|uxQt*9 zpZp`AQ_BRf&=O66HFNb21hw%LAabb1;BxZThsU~*hUmkbm1a*D)H8P3;Lef z(leGgL%inPl8*EQ66{8I60Dld$2K(zAe=c`5a*Y~ET=U!o@5_Wvbrxy-38Wptdp>wUB<7CmHN9) z+#b&tjiNKEoa}b3Hmbo}`83YKwdTY&vqT25hkvkm=n&T-3x2*tVW@w|cs}^81q?ep zPQGW5F+U z%Fs5EN*ta!&+oK2r>M~u&d;`;qLktY>liSy<~2oz8kX9K|5jC8?ZgFKhNc9zW~%_5 z*eGgqUYls6!wG$PT_`zglVUpPb!Ynb8ZBbhkPB22;O_q;R}+eA(89nE6uxWo{S(Gc zT7yBcK41L2E`XpC&p473F$WGvBY!#T5SGox%YsWR@S-f_o_cnpnag-NLM8Us7bIcX z(}p++Z~MPZG)z7O2;IWU(Z4RAJ+R;O$;Z8?Y4rQgE<4@CRCT+2@U=NxX0l^8x(|^b zs7frm)}gM7GzQ&%9yaju?KO>*W3SX-Etahgo;TCjlRGIA`j2dK#Oe&bEd?_DwRX=~!DSpEvT&lrOxJSt#ec%>XSc|7qcsNPaK;aKK3w?gxJL z-%_g>7V`b=uZf@JQivbcTmN?uj$6=Pxxji3`wVgp3yJu?;lPQ={M`CyQomn^z9UV# z_$O~?DuV8Ie#=rVEk3no{PgQEi>7~Bk0>P1W2}T#vY94)D`WCL_pi~f1)99<)!!up zH`+Ve-I!^DUok`zG?O<4XUd3<9?DAouJ|Is@{ zIY&oy410)Zmy2+ZL|*c=oxi3_R0b;tH$46%BxVop$`AkgK(j*5<EW4?4Q!I-C2%5fb1xiJ(9Y;7NR~4 z=A>fIf&8Cc-;57y`rH%*^wNqV3N#L%><|xfZEyX#`S8WM$wDl)IpP{K%h@<}{qj$y zdemQ^Mk#xzGcVdlRAM{s)sNsa9ABD0yq`_seTP@@E2*_;0vYft#e)QC-dItk?TGHa#_D zOU@suNvjR0W+J?!Xus6O7dwmHqwJVI^wB=-K>sunzOK$N(P7Qs54145>XD9x&#j_O z?1c5%ot#HMaDI8R``i^{Kd!&TDPp(wIy=42o&_e3gj6NXxbdEZ*Y(*4qcvTQ{9CYf zA4GR^7XcPmllz&kZsGgjb&1V3M{-D|_|!~!LG3*+Y4}p=nRll5kCI~Fh6TT$yEBj? z+T-n#9u-aQjBSE3SW^RP{&vE~Pc9(dN*M~Wu=6xvq`pbX1jbf6z<0^`l$x z+|g(UZp{uI7XQ#JhESU(K7YKB^nn!ne2tg#6Jowhp->=R;LO=fMpk22k_eg3vv9)Z z5h!uSi=RERAa{dr4n0;&IXJF-_19pDs{{2IkRE(x>k5UJreRC6j=1fnl(RH>0{CsW z!BAx3?Igr2?yKd9w79Z5HBVVnBYV>Y4lbuA;6-)KEwV<%Bk%0S+@$EYXwEADbh?ow zW9i#M@d5{jNUgeAthEJA9g#@$m#iaw%R4)o`N*_iZe?rC8r^n5xr@Qc&e^l{=@coz zkf_$x36EX0fg7i_ul0UfgH>$4Z<}uYH}l9sM`zVtGp^s;we0d1-x9>Ti(v1wq(m2-Iv2Ivo)~ zu1%E**zccQuK=ta5*X>mkWNoi-ML?9XN&wqc+X7$d3OHU&Lvo}khEXwKO8%sd+Y(}YH<)!`%oYNjPtbHFUchb7OhP@RwAz(y;MW&AgYcZaj^anFk{Poa%0fOx)JkbRTo5ea zQbG$DyYS+^oFkliNK&Map*H=Z7JEKF8AFS|h*?+Y@3=g9;8$>BU+x?NTQ$hA5a#EB z1g-o~?|}P;?uv+r_%*Ue#KR{1(xrUexlu;-y_7Ft0 z^n&!MgdM){&vp6b4EuH97xG)AhB}J;Z$vQrwyv-ryg-B?yK_LC*^zA|S|)n^$)lv{ z*WB&X?6Y8zV_c-^1-nP{+v4A_^=2zCkgTf^Y74C{=sxoGVetr+-8nEKf-3=g~D^Qm6_JK+%><0Vlp2I-+C;^VL}t)T58q}%q=6ls<=pa<#X^b zSR_T_Id7bKp2eF#4W(+S>%yPEpL0ov$$kTZnzHaav*Xrjg3Z+F*4Cf5mKI;Jw4$16 zs}s63h48y6jilnfU0ULS{$r3-Z92?>+cjPvVBCqgf6o>c-AR%MZ`Hr;uP8n+5YhMW zyF~(0wnIb+lxoe)n<;{~4Y)YWL_F);HibdI4+J}G$Uc_n&TS~V_{Yy{DV$YP#M~~M zMp3@~!o6JAd@DXRfqH5~!@1nTD-A}x0Sp>*qtQA;j8hwCXJf@($8drF1*Dj&Y2xkt zKzo`0EK+k3@62emv`&`Pz;eB_G&}xm8fhcBPn1#&D)dC-5LN7;&SpXDniMeN?SgW3;g5NQef@w=N#OTo@tvJ$B^J z19Z7Jl+&F;Uqg_|#Z6u2OxObXvP1@|#eK+Pk>puX)Tvg=&F>=`YhCvQ zvCT}=p<3z9JKBnv;~wDdtN`8R_}oFm+D-zw>Jqwg58X(B ztOxX}Q6HQskD8)e*)a-#519U}&~e}nL{*>^`2|sHd}{%MxcMnS@Jkm4zks!{UN29r zm{!PwD{|J)bdn@RYb{-?*d`w#c4oA+@q4uIOr=RTr*n`O*sgG$_VA^$E(!kQ9-8vw zBB^eVY(jHR2?tHE7COda2-bAwsBGh*8mX7~!O`6bq#aY3Tc6e%{RQLIwxKxzHYw~< zM#IE{WhppE9(Y$8(AmYDxw7zkZ&+#-nSO$U-hytANyb_HWEx^mn_X z6)`?<5FJRufmI#v613-SvC-@w1Ho!5llu^j=&FUme#X{Y^QBy=)PuzOdr^O6J9U>M z_EeSJSB5UPTJybhQt>^ODbq938@DXCWxCmuGO2R`rWiH0|2O*9L7K(|{->=pj_-C` zIO_q1;C5<~Ek7S}R3i2~B_5ZlYFyt!*R=VY%VMjzxU^?09);{kl6`EyJF?n+3orJR z=>Cq&F#l~oPbNsHo}vdY<#gA!Oko;*KeuelfGdKrM}KSm^(Rmf{1=q3yGFOWN^?NN zCOuej^U=gN!R!ZYJmw>u{(x_)h^T^nmdH%m72!UUwtOue)0^JD+U&1Kj^8$5dhhhy zmJ~AOF?U-+)2SZ%#50U?8xVjiC2XA92#+oUE3HkSPWQ(t4$fN2hq-PwNwuxSa z@=nP!K3Fko*Xi^}MZ$C6f%{&1q!_a^lJ@l(+aex#{;)&R9xp1uo(M_$Z)mW1D*sj) zKlK^dwwjLbw>s6sQnqGWB*{7wv!8OWmG{Yhh0&kpN9zi=01vLW2>f7dY2@@SWNKh@5H(U_LDsPEpkouuyw~`>uT?1Idvo zbgK``BB=?kFP6MW5X(G)qqcNwAJvWtZ*~?r5`9bhQ6#V8o$E5BS`6aPT7CMwg(9D_-tCQ=)o8=80}ATSIMVND$?MMT`Ug)3t)f&E5nCK5<5of* zPC=e2e2$T(Z}7+e78GToN6s=9-TuL#h#Rh<#vmbfwoty?pJ^vhQ; zuU{bgt^fpbm_0a{pt`1S+;j?4i)R+$r`V=;q8~2X_F<*=N3TmEDV8|p5*%U8?q9*) z-L>`#sg{tZMt#@T{^(caWvqQM6x{i^mbqX1`6Y$GeWcEZ^Kyauv_@&@rv3k0X8XTs znoU@9LUvF|=Ch^u70vJGA3vVSYVY5#rx)_>_;$o`b+b7PZB@PJ%h5-dTtI$KNlsldY2|47GGsSq!;xAY?;-*^e4gu;F-jlM)xd?zbq;`K%<9y>R{0i)|L0 zCs#6)iRnq>9_FU%-#9ga6wQreFGSC`fqXyN9ni3ElP=-!o^Cb!J5(!T&os2NIzbt7 z!tLK3`LKbzo;#5*71h7S1RIgn=yI}eBH-5il1y^sqN@RJ>P-gdVDPi}^J_;Bt#l}! zinwEWb@%!WB}P}AgHGw&?S19AGuQ9`?j5nqGS(q~SWFoOD$>rIZQsa2X+1ms2dd0* z)k4&U#QuIFlHFL?P?Fism-G7#aczj|?R1ZLK##>bUtO4JMqsWMTz&20ZMF?xfxTO+ z{#BZKnffKw=oIC8qZe{1SZQQz=AGrrtCgC^F)yxq??4)Tp*6?-897@LXV1NYKP(u5F5vGa+4UdTpTp)qgraD3tx+ZPdjH z$JEuU%ca+@{=fyA{q`4sZ|0+PY5S4*-+nFIH0qKX*PY>?Ct$7Pd0{f0N{F zqYqJpzYZ`@U4k{84`?qb(hKOSBk8}8HU*6je`eDPy(8R$qAr^p&AL&;%oy|0Us=%2 z&)a4n7P+AY6;x=%z&6qiKizTiDs6OBZS>V2N-sm<)GW>R6M#(XOqP`I_?G3IFJ)Y6q`o~<`;8%ZB@KK=S&rmRD7lM%f`m-xBon&YEfpm2L zhgkK8_Gbn-l^Y_X`wGcbYz2b={eFCzV1I*r8rfOmoI!@p-#LNYn@oDH&l;aDH(s3> z7AtokB#*xf#g2f=2UGKP$iqfL`m{hQ0sqGjwz9VmL07?gl>%Vr#-|u6--NpcaBWfqQ z8U%}fTLp`2)9b7iJ@MlF;o#?WvFbDD`Hz|zD#3KQ_y9G5?GGZaeS4eFkt_v8{Dj(+Zf|UGtiY1;fy{bzt2)*qemp z^NYRvO?~De)Yjh9IG=eS#v&c52tTMC-!%{4x$gD{3l)d&Q-Bi5;-7*^wT zbHz1+QJ<#(Cjq9ho~1-NJ_St+|IvlBTD|fh+>vN{i{u`(hNXysmS_76%VdfxA65T1&S|OMwV)R;n2qlYMg+?6YwkBhw^A^y?+n?# zxk>x}k}{x<88P`UChVShe52*KTEkt6OP_GSr7f(o4l6ZXRvuO`eqZ;HVVnSwi4ebx zVc%WX2`Q};G-fs}AAsO5(qWc)-h?^+wP5ymnk6d`b}{cReZ5n&2hBqtjp5qrW()g>?N|2r)j+v zEQ{FK<^_Zxrwc}fMVEPEZ5t=vmzLTE->h&}M1Xj73XKYl8rE&toK!NCwPF{JPW?RE zASOXWMK`8L*W(V3M!`bGkV`tR?p2oow?8|vo3$-pq#J=WY(Ss<))ya`7npvprp(&) zbM;(p@4LCS8X0W;?|iRXp1>TvygDl6du)spq6!b%7km#1E@bZ=pIBDPTgIoqlPCwW zAmZ<^i=k|Y6AvF(yKtEbUbz=4)Ow7$J}ipBO3#I2f?`5B!TZTLy9T=xR&(OJq2fR- zYfX@^zgxmPSZVvZ&M~tF?8zNsf7TMm0$G{Nq>(@)E2{Wcv?*L=qi|1&bbLeLPvegE z*U@7*b%~AO0qVHUP>=8C?$#v)K?sm|8dh4#t3c5-%CNiU1#SIwEz>U5V)Em<7kR0* z7r#zh(?7?DpjZs;R)NX6;DXlS;9xlFZJA|M2Ly^l{>;M`&gwu>aJ6OSld>&}7Ep}C zC79wc9MAbF>$DI+mFV7akDAqj@=PlN9C@5@8k4MvjnXfiOiV8m?l~#zxFqu*7ylA{ zp^M?jOJ{Vsm`;u7#Uu_!z!w!u8o~39)IvkArHqO3kvwY?YcGdU_AZ3=r5-#INbD^STHAMy(KV`HA)nbbWVyEg&T@i~WR_-|7z;A4 zsBWtump(Iv(gQoErGLZ4*9eV7vteK9`2)Dy^QWp}VUMZ@6DlwBqSfG-Bad2dB59Qu z)ClW;4$m@n8AerkcAvP6}*L_cC|A!(niz2S1%m#zE}~nXE*-z=Hah3`?&s&1u9AgP|T-M zPP9G~O68~R=9=fkru>|1KyThBjXsMeY1ykyQLb+ye~jA(JPd#FI;Vs- z_o58^;eV(X*E;XP*^N1w>}Wf7*mu^>DL$YqxUCZPKB?(l2jwKS>k3?aRhuW>V(kyn zvWQ{j9PWh0G z8jpPbHen6dypa;aG6=TA!PnL?EBTGhNO=^cIG!`lx8?imQq=n2ZQ%aTkqp`NpE1q# zPKx4(1G&YI@0GhBYR~fD=aUu|WF_BK@^8lB+^&nKE!p2hWdo-JEvE0(#y<|a8)Wt2 zMpf#e^7CVNj`H~vcn+mAYLmuj&S8r&h5YDOCL+OL^C8CGES}oHooYW_G(u||q)!oT{u*J>( z=e^#ug&{{*{t!?#=Jy+Ab~1$4BYW9(pw&qbBW$<gU79ZdmYepee)RJi8 z2V3tKO+Pe1HD;uu(H?U})QHVQOY7=g*4ZIrbx`d?uM;{Iv6E$asgFv%4E@F|N!Qjb zre-&b=r`5F#-l4{V#(q9(u$5xOJA5BN$cr*JI3V$HtTN9`t9?=@-B_rAc*!S5yYD4 z0sQ&tJLB)oMZ<3u6x5}{pT6*6vn$qJ-)2m&sM{yOZBc8D@rj?nQA%W6e3V~S;a)|u zq5sK!(vA+B7Iz<0)dtx-b=<4Q@*5sZYKpMo*b&>hN>5aAHvg`ykeWe>dXqkx3YRyu zduy}0{u(^i@viRG5!Tts*o)2JN+k(P+|i)fm~9Hrp2yI zU5#8P)WYuxXVn%sicI6ak5Aev7lRE2yUZjdbmo_-Uwk8)-M$gVg{ts}xF?tZJzPYC zjCE48#*^xH`&SQ~Gw@BHJl(qnxbPDgHJlhh9xg5)zr{WN6shs(h+_!j;W291VII2o zR+zPDFD2Eidi;3h0;{8INH$9cBFRj-p=uu+d7KPMS>I?mB^gSoU2O|4)%>wU$4UzP z_=&k42bJ-5R>?7Q8VvXyAK**c;iIqeMJ7Q~Cuif4DyR7c{b_!f_a%wt2_EGo5ShS`_h9SKFO?0<)QSzs_70Qo8q&t! zJ=GrbB2?t2GDj@OLA{{h4alx-$Xu(Yp4I?oym!h$2F?2=+jyS0lSeXI#W>C$xD()% zN#6-=QS_{-ROSalITsBh#D1AEu=aJ5Yhzrm`y7PXeZi>mF)o?%m}B=#xMdy3<@>7EqqV}@EnmT=O)w~7sCF>(+>G~?8vb+ z@xlFI24U{jz9{q~-oXRQotfp+K|;ej;ic-Z52v2DVRUay{+n;sKlF(ka&rn{ncNht z%+7CP1Z1)MN=TeCDSB$pNf@V`{qS%6nH;%(&gp5f*TxgBFBN%&>8BJ0@p-Hxjiae% zGOkZ;Di+|{T3pM1T%7VvTlT&Phk|Rj+o3zq@R?>xdFR2oXxAzJ%dq*ArmG0+bmaK8 zkF)e~2dQHLp0If}cuLZmX}!2#9x5RvTPLjj@TXo=!_b}tL=V+Ww&lTlPHyWel?d80 zAX4%^1t|X+(YY?i1C^VOsj5pSu>>D1QdXNe^Q)()7@JPqeN4ZW1PRt{qVvcxTn=#MrA^iw6N#}kium`* z$%c5f-s+CzmPWOm)i5Z@pn?RfWWM^1-N$TIEvftZMZ6IGg|+XTg408WK=hku*lj%` z%U6Q(pIraK+W!g-H__R|dhXk3P3(5PL_Vk3x$6s0x0~!Z+!%D%Kk=0U6gZ^=;KZW+ zyhAEzc_+cGLrmx^%X1#-gKc^h_9a~m=XH}aVn@LXL;E9|6J$qTvsRQT$PYeSUTSFP z`46^6O^ycp?wduQ*n=)~5_G#!eW-SCt^==aZQwX*8vfQa`yr*=5ccUwD_oD>{YC6a z#rR~Ui}jj7Ne71xL-~iG>|+F)t7EU*b{^%mjs_J*wX=Ez4(jI{RT(oer8|*cdVS-U zVN|O_cM2=FlMOC8K?s|ts2JBQ{3WN-;YXC{sGrIwVbOo{<6cply;hLb?X3yG+6%%E zxO0hYn#zQ|)1<}nbr@6<5q%fdqDh=MLu5Mucaxo26Fk{k;duF(gW|q7^xPSoDQ5R9 zp8vcP^F_=A&sE;Pi^n}^(mBPCdg%*gw<~Oy>il+?t2xpF7@2u5<6X+4w?!It!!@__ zQ=R8OMcf6!_ij$Wl{QHmmV%E2`ny~?Xk5d=>YwwayCM>0*zdluQ^N*ae1-bV{18|0 zQW?T#D%=IU)PKz;GDBs;`$K|3a&yo1g7psYx;~RwX(v>fZPcFkmYs8;io832g9j3Y zQK!iTF(kxYkWhIw`5Wooi?Jud=xb?C1*QJ|Lz(lJsbcRec+`!;mSgzI`Dp%UluZje zE-m&oeepM+89Ha6>3>5RM)?ia>xLmV(DE(aMI=I)jb|2o_I11#w?8>{-Psf(!_O&A zbj?a%zd^)OOY9LNph<;OkZlQwzgV^|^g{jgI9sVL=V$^?Hj|RvQ)@`q+`S35cnl^v z`p0kQYd}fnSdADb> zxARB7OEQFzVC>EJ6r1^A)reNmg!HBvg|Mtt=K~MFYoD7QuDYE(f>GQAOZB2Qp9x^+ z=r3gW#Mv3s?qILK`Lmv1FxPe=B)9LvLZ7v;&CiR`A^EZPj*}j35BcAzqF*O?h*lpa z4|{@#+*9&suADKHPqBX?Ton;+V62Lz^wVS7-ThZq;GX##ZSL9*h z%fJl=_E7MoUK9x6c&3$$P8%>stazeqLptlcpZ`TZy?SQYE{d2SBiUZJ0C8v1eR;sY zH3Ptyv)yoo=fp%Zgo&W1#}uB$EX(#&;%4j?T?cxT}h zTom*#;yW{{EDrLlK(4gFvFO7s>N!Hd$9(>>fnM6*m;+o$R*kIi#7Q0^*r+AfnNE8H zGP_8YC7vPQe2WG5I(s8xumMaqM6R5*kI6emF*z&71m0${4U9ebOWE@n6%poP_0J2^ zdM;91IC09~9x~}o`WI7ZF(ftV`6j>KTM7_A_$mUBZsD0j?0Blkl4s`trk7yD#h*7f zdt%9NmNV7*8x5tz2LVn6teg$MqWP8<^A@~nA{wtcDLv=R_89w4HznZlgeldNuvsMO zG?(K=1xOk2L~8~-X*t-!g#=GtR?w*OPUW#vBswrNA+genYdxVxtgbJnN3$I5y;;sR z@rF3uexY4Cc80AuK>y^paGHuXPY6(}{Vi&mkAm;aW9q?nQ_!L*%@tWA)@_O3pe=U;?ko3pG_Y z4OUG$mf}lcSR6IbEEWmX2E@y9+!iaL9l|U^VkWdAK8b4RXS@Sm3!}`_d7s?^F9D60 zO`Ff%)@&JbwsRWu(h+y*(`~sqE?^|pBE2O%Sf^nKzchc{hBubB+%QyQT1=O7Qdx7I z5j;-B8g{&$o1_Pnrk8(hA1HEuPUw%amle75DrRu5TT-hJPzYj%?&ubsB_ zCDd{&&h zSnIgqVX?B%mAGZsHeAg(Cotj$8oPQXe<-Wzl~Vf4!9O!As&UG{)+Hso*h`9f-{`J|qu_J)T#`^`^cqaGcBfteq(Rb0sRq>lM>sE*7J^?nN9H< zZnV1GsSgv6{J{iTW*2);pW3$&FSkGJ((U16cI3%ReYra7GnYbcUVWd@>eFUn^Zuq` zihf%2{EZ_RO_`@B`qXA^I9ngtr3y}51Fsws_@DBV8<^cEge%4RowiQ|R3k6$)|7Bp zkFPbRAYMdBf@dJ;<9{1UZ1!xLF?Ek5HF&$uk-FxO<{}&g&d0@#wkuz!3JTg+YTXFv zC@bN4K!IMRGW*SVYtG{0M5s)Q(l?yD;(?bc^H*gs_;Wh#$+DlgO0x##RD*1=t6Z!7 z{(sS-gL$Px8~kiER>j)K%??QI#wrIo_bxZTKqsy}p)^w%`Q$XxWf%VuXfzbtRA>!E zD6E08?aYQabl8kUvwY-W-=rhSQIKs&p6n4>An3jGx6Ckyp58b9BqL5*(}!aBcSk!3 zmc5v!5|jOYo3YqW!-UNnzE|HDJB%lUXj)G=+rs*B0N)Swb<;5m67FI;-j!)cpUgN) zSDAIaJ}79niGIe=p1*0pNG?kG1ZZw^;-t45g@ZZsf!<%|I=$yH7MKrtmSkrL0Ue_d zMLT1Q>S6@+(OvDdE@OYtajqE0-l8*9*e3GYN3mi= z$q+nVd5+^U51^s{#6Rw36jRwQkukQ{Q0+VVy7u>Z?BJA|O&BEe@w<97R{tGBaKp@F zcb~MVTYw!KjdeDs%wCX%a-6b2jMtS~Yxi`t3tZ9}3ypGZ$ha29J+j{#`q(uf1hI$h zvnNLY-?K%sJEh*sfK`}tonOu=vW}O}J*0nZ<5~*5h zNNyd@CBYGI)5jBv^UcIwcNIVv-;_pPd(`F+!+OH&Pk|vUw1syYFyuO zp;U*h{777=R-aBapzwf+a>U8IZv&wifZXgj>`kTVSFkm$hw{{Q><6E98GX%dJU#Wqe(I=;W*C@$m&b2Q#M09s67E#8;U)s(o|r05It+#@A|`d_^`5 z{pNO!dEXqwcPiuu5ri1Z zshrGwL1)mKy$l9(p5)Y91Q?D9`T2dsw?lNZesUQm&oB;bRXI(sQ1ZZ?x5Z9pkrNlGvppyrA@xee1RL z^S27j$m6H{G|M>$g|{mMN!EFRpB8F}eVaExczS#_--h#!4IB^1IErYfK#*&QcP}Lm zmZPjGpo4wi=BJJ#t*1iSN+&zpr>q#EaJ$oD?A-=j!Y?{bH{E5y6pC1M5jq?$Opf!| zz0F8xTGIJ_C}J6v&kuT?_rJ(Y2h8#Q;O!XH*JH2&`q|F>10Zrgzx4aGkMLNY@J433 z7TAD^`XUodDsZ*CCul9R%66SJwazoh`Oiu1MV07x%VN*qkyKHInY6WA%mLbSv{w+? z8gh9rCVH1RK%Xo#4}3#Zd&bzx^!bi)61W5Z-!o{a1nMYB{{HB)Ee^SCjU=Y&R3oGV z83o2hkidOE(#vd9Qmgtvj$R7T77exBaK{A%ItY70?*nO1wgD9APn9~(hFlL49|nf_ zuWSfHhf5O2gkkl###|5}^5bF1NnuX1A-0qWVH@jO;}4!NxP^@%Rq5ToVB5 ziJ=_+V}gb9Rfi3Lp*#QzZ63(O(`HP_1m@+zael%@8le9hZ&g)+X~5|taGq*>nRU`& zpbs4NxNI}wl?UL+Wi6o`t>Ce{XTLR~encbT7}IkWDha++t;+c&Qg-XYg8Wp~l$$Ie zQuhu-#j~b@w&p)MUg-ab6S6{jl^>0_z$8^!n$JZMzkMXSbj!_8M}UU z4VJ!X&Rxu#c~@&uaDw;Kf`Fd62FH$1jMMrb;^4Er^ef6R8#s8p(7K*MS}M;mq^p(G zbtb~7t&9Iktf4vX)MB%U`>Su+2E?T?NCu;nxKvJ9|6M%;$s#8S3x~4N_7JfnuhbAj zejx7zc%p@?GE>Z_X)PH!;WHd3K*_w1z3?Z@9&oaoLg7%-&tzNfzGd1>ag7BC*PBOg zbqAo4%Mw7I+*ro=3y6B|$R{v=G&b|cClHD)dwWpv7jv%BHlyA&He2rWPnm1wH%l*5 zz$w*^;xt}SunsaWIdgz@qA$a}Mmb#4^~7d6@i9%Cd4bsB;79{{=k zycvF+V!|N(DF1eEjhK({09cNDgy*vq-dyP1!!@~Ms#c#E5KNiOCs82wbwVD?&#X@MR4}b61bSIpCpjE!%CTF?oT&XdBJMLvX5u{RI4Lf>|@H2odiQE(;L9T zEw^A0cjtlQ*EWw%X{-3+($acOJ2M&+@9wnDbCW#p|7P2l3$X)FV_8V)(@``^KO)ot z?mN&czecuc5H#e8Kr`a_vgrtJ_7@bStw90*8*C8Bd56EACzpE+6%;BucW_nOL&iJ9 zOUoIzBM}E1n)SOI`xJ3rp^|4$XpUm{XYH5|Wyxi9pT3R;sd(==Ujd5BE5oV{GZ;+} z_fQTv-qK0Xi4zXS!#4BfmfE%%Ue;&}MJ$q?_0K|~A z?B`W%BPBqcb|IINIQahuW*9VOc5kQl*$l1hkE&_NbI7x4FB^h1Jr)e_8J#s+dU+{e zu=`Af$GsWLr{4pE?E&D2bZ_bChxq*;Pbe(?4lUB&fBRU2ZCbf1!w-)EOORyY5}ybR zhWzm?#3aAwMaZ(%gi)pW?Q7?YU9P93($O{2)DE0%`IFy8vW&yw!Hd>)!{GPG#(HUr z+4|mk32EI~Bn({P#c)4#zp9f5y z(#P62YRq5?+kZ?xCN=J*+Z}rc^PV0UT$lYkH0H}@-&`~^796_UwGmQEf6M!%X}Xk) z-n`#V|F-ds`Xb~rGLI51C|-rE);<5iPadCrSg@FEm#QImeeYzE_>sMHj@ly=6H{X9 zwL90`T5CJALG{bU8@p3(C&ufXzl2>LMEtI8@eDo%*IW+C|9EJ(-1lggP+Sau9yB_d$3V$7Mx15b(=p3pDNn-B2f?WHu;B>$NHw~}sL+_G& z+bO@SW82dHS1~5c=GKBvF0iu7J~s@IqcmUXE+3PBDMrs?eo1wwyWjCU>89Xv;aip< zI90)CYrutq}QD}Wp*zhy&njaOn&M`|3 zWZ++#yR`hcWM@`SIX`UYvD$NzbO+QkEO9XQ?(%ClgRJ%pSzk39H@tNt;3y=b$HV`W zh_cS9w_jNtdE`P4$-fmB_v6J8|CUoM(@Xwpcf?K=qTLI~+}ihZQ-z0%pX9WBwd|0@ z*+egn)}E%+^ozdqv`^RUdXs!gu;TQa>es`76FBqATzov;yt|mG3T|PW>66 zOcZ{tJQ9HUGb{^T0%_gS+&Cqqc#*!i^xXO|j2jzd8@2EF>H@xmd(coIs8k6~o7(mV zWK|Je9q~QCeH!7(_FFLbrr-`^7#d;YlWW6x-A$Q^M%LH&TQQ)=5LLtKt;6O0F~4(0 zI#rBtcy+!zm?ltem)rZadW2+dltwr#WT`PTO?I|}6?mp3AoL%^n6&ZDoRcIcLyWuhOQK(YIoS5#e`xTuEwhummdU++J_0#R<%KwL^ zcaLYf|KtBdq7+I}Ic&H}rE zsr~!?UI*_z(->Z)jxuN?HiJ$T1Ze2`Hc^_MaTi~k)>1$9q%X=aqv1(@ zi)cn25$m5!8Zgvt#QMifd07CN<3u~ z0x(*oa1p+{`mm1utXi@Wd25-YHp-`pWfp zBUkwRfwaYw!O(qA{;5pO99LrX(H}^8uJ+)ZTLt&pYb`FrF$C5jZx#6F-i!2%TtKTS6_SnuWQDP805d0 z)#&rcoy znUC_-zBzK#o!}3<1tG>Xz05E`W*FJ@lz5hDOsjNH<_~!oOE);-ALKd%*C)<01AQ)P zM{Q0H$8WLW_MH-|rba2Hic7-^j<>4?FUt27yC-({?4H(YLz;n$>6AmHNMnKIVb5>r zdTjfv?H3{xSieUrf)D(^4;Dwb_(0y3p$U7cTk9B_HWs1D`OIS(ex)B8s2-4i9L2ZZ z4dV6g1s&~0`<8_ty$VHZ-wVHXiwt15R_e-cwwjq00~FB6fCW=u?ho&LKnkB$e@Uwi z^iyNR4B6{>hxOXJL!}U!XTw>(32Pnyvs*7!`0%@FDk>?L z3FP1ov9IOaUTN!8EIC-Lyys9)PAx;6_By5eIZ%F*jXvOlvpYox@ zkt9tIkfW}GxEA-lhvl%Qp^i!Lk}j3ej|FfQEI>ewIP*Lm5Ch_3qgP^DSz$1^@?=Ai zA*}~EGjW4GwP#wmry4&qdo09&rWNAFif&h%8q2F$FP;-cvuy(-Grfa44lzRNWfun| ze(fiy%VW#=9BDoYN?#^ge_1wKE*vbFoej|ufVHEz`vfD-oXV{f1$7MFc|It}hfFMN zPO_%BT#&om=MVg-VD6-dAg58*rxCb{1Y!j_DHq=-AT=0r?;JBgO-A${QO6XNH@7ma z&FDQ0hqc+m16pmZQ(SCR2$mV363GpmwI(P6arM_a=On#RPLUh2GENrZw!rVx3a)z1 zVJyby9N9dZlFiA!cg?rhDVatiR zS~i>%1NIRZg6cuWRLT6zQGe{jP9zA;7wnMlz9oyIJg}|JW=pdB&N70AuJ2nhrXae( zO>nVPTpa^~qTUH3?(zq=rG+F#lO04OWyCxE5NHk-;!8SdM4#Ts5^tOW?5q#@}sC{$*i4R-$ILOy85?P~0>OOFUo?jC1tL0g&{hScfWxW*`B@xfrpo|J1uT&m(PTtlr2agc z0bKv1lN0Ve8se^0%x$f<>+AEqUV-J7q3aa( zHz`Pw`{wgg6trdK>N3MTnO-8__nUD+@avz}&?XMPq)}!1r*lLT zjx|_c!M!vPQa$y<6Kvo03^V|Bm#9sKAk%c(kfw0aFW>PkAnAwhC^x+dJXDacfSBrYaB3;(P4PAyARcu_nyC6XI{x;b9`+agu;F;E~r z7nv1{OL69-v}GP91zay_%uPl~MSS^6K!x~a7#^5_YFKIZmnhacV1jy^O?ZQNdt3g9 zX&|>pB8;P+){epuq6HaKYXorwxs(hzPgEPgFxV2{;)@ipbh>QCzeKT)nt7Ge2RL~z za6)FCSmrma)5hHbTx<$0$=M5r7ojUW7&sv)Vla+6c?m^uLx@}vO=ar=SwR*^@$IAo zwCs$+Ck>HV%MW8CUX-CDu=hxbxkau;ua9|9b+u(^?<}rTBw^Dt!gUWE*?#S4Dv4;@ zxn}=oj}zoI>{aP5k3muM0jW}z+|WPrK9#C}#id6AHL50}`jp$=DiOPH$< zsyx8jpBneDOtQ@bH)qd>xn!aD6bUJ_QXn-3n855fK=TH!^Uq9gPsX&J88HL$cUFSv z#l(8-g-qaL%$>siYoiAw?+RA*NjrV?aFV{3?fg|;kbWlYC|-X|PqVNX!4Pc%3qoQsIABGKR0O^ubO~m*4DU0uO0US=gO1&>O8e&~ykJ_Nu4! zQm0f`cZkzrW;8Zb{wQ+&w<|Xd3JcwGbHd$~s>>+zs%W`!-L2{|V9IXG?M{Tp&tc)x zAgA!hb%!JKJ9R0)JHEWU+|xA{?Y^b;3cd`Kt~KI-NOd%%R^K|_6kY8c(01wN?j9rG z!{qdyj8MYjZez5B{=REd$5x%YD(iPr$=jCejM2rV0Sy`7 zJsZK2ZgxrO1PH$rbeF(M_a|8J}N|I*{Avo14 ze5B9dpHj8wT!%5Mu8Tuk;|8r0y7`_KOOmpzq4wQH+1|gMXJP9zr-mG-$aTJ1sTHF+ zKN!|i;KT%%ll0cBYi|zbLr+W#Y%+*$X4GTWnCqPq>fxHa)A`qV#F0Od*yU&MUR9cX02 zC>%F>e7z&l^dQ$4R?FKh!%xXf_~%^$(wi2K)1a<__!4aUhyA%x9r?29_<+xJjj@<# zYXM&wKM!&hqma;r-v!Ti>k%~b3HWABl!mY*1I*5a3L0zBe6>HUUX-EpY!_op8j+@(%|)(nxyN`go$0> zrMhsNS1lj@>nXHqKEb+nnqKo4zq!cf%AE2vJtz#h`;>LUHGNJmqK^P@>hU0c}3Wy3wl)(jJ^kW|LSbix}Tvq)v`udiMDCWmYv;TOkekwUs>cAJ(?s{>e3SLVh3K?09S`0| zb!htcnC(b&#YO6cWR^j^Tw3$b5K4Q}%OG)&ShAfW&_UzHeSgX~l20#`?#qulxdMrL z8C&2eWOegwsCol%Dh!fCD;njsF+q`#On~0^^tI=Kv59M`zdcV2rZr|+CakoA(k`Pz zznP3(12iXrox=8W;SXwR2P?2}(dm|j_fZ(BG-y9P=P^Y$8mWqczcs?_*DPF}uk4@m z=Er1%WIIG?o(5XB7YWrKa7XW}8B%S4dl|w3AY375?a>74yw{jh#)y8>P-yvt1kRp_ zBOQ#DIf;DtH{zT|jvS(qH`CQRH#Nv#P6*&f8|7ps$U^}w3^M6NdkFj?jezN8$E>4h z04TGN?i;?1uBRB<@(KuNCU`VgYsW@>CZvIc*a^v{ee+Vsr35d{8g6HPOsFE{R$WFbp39t`Jyq>);w1M?7EFl`JvJx#v9g!Hvq zBJClPA9FkfPd=SN`QxomsFMJXhv={$ z&i@Mh*2=23C_!CPSC(`*dSnykv>@>|e{2`@_jB(3FD%iwwGkXK?RTEt1kH5Tryo6N zxkfj;iDg~JXbPTxi@IlRq1JkT3&hO!f09*?0u{!dvc7=mTxX+ZZE{WiC^#0tPLzWc z5gO9(7n1lLEYSS-Zv;vzH>BU6J0ZCRh#pFjNUpFptk^tds9lIi`oZ-a2LJV*dztZm zLh||V`GiN-T3V2lM@11Hs2kQSXu2j&gOo%5mk!&6H!ob3dVpfKigv?5W_Jt9kQNmY zu3PDf2)O*mpNK;;x6<&?3zUc*WWU+yUH2dVuAJG3Vc=2#+@&#Ll2Ec!m@!+*@q0!O~}0T3w0|=m?T&$pov7o*)*wsSzks#!@;$9sqYtw z$VVZN9>4t!;~@>v7n{FX+_FU8P@s1{LV;cLK;5@P&#TjY@1Kt;TGKe%ua; zn;IjJx)HAjRoJ8+9-fr#h>klMiy@`TEQ%^Czp&;7wL)HAFbyAj$Nlj*`9rNFGHPBT zI8r+lVN+ucsDrl!x$6dF2#w%X>9l4|<<59RZ!8L4wM&w)V}NiPMQOBKP4LMSL3XzU zoo1I`pGWFsTY1E%lnD_Ywq=hE>w|}K6pG}aQMLD_Zu7|MpIl)u7gft82qWF3!wBPZ zDTVZ7d)pF*nBqqPc%yh!YHy_N{c%A2czUlx(Xh~N`F8+|^ki7@{ENW#J;86j`34p7 zs+P;E4jw}K%nNY8q=hpV{Bewz#E+&mh5Rwdebh%Yh{DlqT1%_Ot{I<;v8kN{sX-Nk z_+^koH}N~`)gBMcD0caI7l_>pcSR)9YL#o)^v67hb-x`KK3inhynVnIa2f+neNooj znT{f`-4oQbxrw!yh}iwB==Fs8_^;oGC8PgFgExVRUA)r^?#wlES+nkmoDNSIv*+7J z9B+$A`-Hn$M-YurNIO_dj&b=yFRvYv&b6_&MME^ke>tQ?l~a(l!dB6618@~0(iEn1 z{oTiW1EjKne6R}Y`4Gp)ZWRF*h{HG!@ z$0J)L`*Ed8>!{09sPOYs+&%95YIHnSwazBcHC;hk-*%8#e+5O*%t#j4e~H*L!3=Ae zjMk8?sZP+F~O%- zYiS$}|L>V)$kzYX(>Z`PoD=rVJkSDGfL_HVyTEQQZk>(nU85u50q~| z5$uL407A@u@XqoDrh>>V^0aQu_Be}~v0z0G);+xkW@&4u_{oUJ!lF%XMnJytsQXE! zssI1bqe7^bl{vkO;+$4=&kJjC?v!J_*Ym8FF|}`RKIDJ6=Xa>##L?-+#(~CTi_gFQ zIr*P(8igzVQ0({o$=F`uPX!z>_wTDus4^Le!Nk*E;~5f=WJJ(4AlOhscW&cr9cyutE(9EQGo>pHMRY&%o(ZaGZy=4B6r ziW(R`7%wWc?Wne@X!V3Ildph$rW0#jpOBB-naSHzv;c_MbmU3kubr@{_MQObjVogx zLc;1^cATs?JAt*j^y+v0$@{|>CtrN(ggso@pot6obR#~*LZbHjB>dsBmM#+FAvotn zG<+g(`daiy z%NnzeJ=HE+uIINg(>(db+p=@bAmT?^1xz5##w>0!I~R_QQV9nG|L;YsHTy|V2`-=BOM;wZXs03 z$UP#udb{xRmY1w=j7#rnmsh#Dr!p& zk#Qcak>Pmwfkb77aM7N8;L347c*5bQ?z^3HFWbNP5v(mbc&jQzDY1LAb>H5afX}?F zp=Nj0F8}ri;<6p@YiPTx4WC!4_N%4J;*VZ7s#NPgqRxmjeuE3ryh!j><`nwa8}<*{ z685-a134S{nav$PP4x#WN)h&JK}ipqZ|wd%Gedbb^jLve5G&#qvH70=Ep7DJm*LMl zlnWON6oo31?7lsGu?p3E059*61=dGoJ`iA_m*D~roJ6%h3|esP;AQ!?Ewl2ZtQ=z{ z)IT}HzBidv&9cnXokMzw;`0LMZDn=Y9kgE)K6_k!Btw<5 zXVli78`mCd&KdYAp(efT;Xh7ZYOmk#TH$dnoOYW@6==-!zEinvzvZ#*za^ zi{U;R5g*1yAGDo?*0E)kUl?!_uAqL;#~bt%_+6zN@98%R{Sf zYYlp?Pb~DbVm9;$1<_P-nu-%M*;}36S{xmTAG< zwj%IL^{)(vF~&st{@MM;0<}U2kiX@3{l$`Us?rorY0`HBcMc{~4w05dJ?Qq-sO~$3 zxKSSKe+U2+*LnYoQq=!G^{REvc%;^(u`Ku z8^8qXv#hsPrD1UGs6PHvh}E$_(!9c`cL&hgLSz~h>>QU{ZOuyNk08&~ zEkEa#yiiSx_xP8g5`xxSpbDNXX69mTUBoP%lMae=Yrv;g*%EdkHirTs|>x~7_D=@DUQ_tVA+Jj1Kccr z!X?zRB5T@#h|rRjx=xmAQAulfO;6{&eZH(lgI?&-N}O*A6I7j7isBWg+%iTjzviGE z1ubvIf1E9>2ILJpxpzYP4x(tg9<9VohXu67-$-a%cTFv0{`t2#JvPGqNoc=cIMXs6@FUKEF@ottxJPHQIDAg1Ag_fcp38g4m<&*u$!rFXD!i8 z2DO~V6-84gLwo)YlLD54RHo|D(7t_6cDjuu>Q(=eIIE_OBK=EG2;x8Lh?qRyjj3i^c79$p3pP%-+tLLu1`m%54!tG`?7_1wzJw7 zI=R@?D33=gFW;_dp5eDMf6K47p??j^Liw#4+qpkL1Jl=?@ayKmfN>wX{n{RN=;8CS zEm;xW9hqlUJ9ScRWNvNot5}YL&$q=??D>`yV>Jbi%Pd-SXp1C-fYYowI&JxP@gYWO z99A$^7!*lKSpT+cv>}9?Y26`x6VhsQFFyh>DBfqt^Xl{mJVE3PKFQO z&v)kBP%L+s7|X4vLaK+_mLU;0*E@HNcJ+jQ9+qe<^aac%E&aC(D;vIm2rCCA=BoG~ zf&#^)?3E3t6ht)@ZRu`q+0WQ&Jp%DzF5KTvyh9zM63O`JgL9ZI&tN8u4@Md}-{mWC zk4n4q8Vpe84uXi#gkO*wrM3;81*2gAZFE1K-I_kNF(fK41i$alqGqR~+H_M<2q3XL z-fUpfl>&+PTqc#oDww9g89Ws$8$E5SY>7uaqkkSYn4QIN58}cV7Bf6|aX1BRfGWue zkw0wAq{qz5wffBf=hOh_V6E9OZDA+?M&^`qweHTxEBYn&ti5Gu1I2#TXr^W-=D~VJ zl(d-CK|rDS;ZovTY}96TxmqMfD;u3+LsHxOuF;{3{Vi)~vUBe404kYDJbpoJFddtT zy+DH5i9g>cz&wdQc}CGG7Il;x0TV9gQ=vgpNDwP;V$F!_NfBW_@YOqJRM;_TecaKC zp`8PWiXypN4(Xja;8+ReRa)rFL6u1OuSjC(jIEdn8Zd0jZ|?2^>~dx}8?Y!|6ePzS zM!xiRz4|C!9(3K`~(WB?#X(_xJr$)0Rn*%FMleTxRYZFHL@Dn<&5#jIknpqQ^T zMYk?rS3E0+t5v4JfiJ}-&T%%1ujs+jvZt-$_H3N|Hj-xUKX=W%=5{+m!Mm&m{jnB1 zVppCO$u>>OZ7RO)nPxtrVtiP(rLok5WLCc~3nA0MqF>C#Vgl~xr`O!Xg9a8}Gl}tm zab#n|89Q+pNg<@OrTNOovlhb-)hJIZwShclXB~yHi!p>!?t^Z>?KFf#zD`@~J$xzE z9t7{N!!HUG0N!1F@N=<)+$%K5(dkzd7>J4KuLE?>N~S@qi4|Pb@C%&O|4SbX-)pN2 zmdu6G5+2U#Ya@`CB7Ikg@MO%`MZpP9T z=1pJ6W%9gVW{$uhwK=iT>dUailGZe-yP$RoDrZ&V#A-d5da!`^niZctlwI0v8>&KU zs;e!<_gbXe%eY)-&qo zVQ>}k!EDPU4yD{7Ll-4H;WsO8_6-!Iqc5kUY%v5Zxkns)H8BGJffEKQrak;ag4xl2eVl1y^I~xA&&=Ly#vBJg?j~O%WNO!Vyq6hKjTb;S^seb>ptvz zmC>KP=j2tfeS)!*15#gi_?kEC_awUom~bT}y2TN><|){Ix{&8bP=uMO6 zz!?>7bo~%drebL^KhP|RrlNYKXm$dbx|||j)f%w#6i~g$S2;~C?J8gKTK_gED7uDT zP(YTZ)Rbq~tvqdNf z#jaw-C#K^_31^YyV${)tS~>lhO&#+8Pn&)Ce+{^Sy_D>hS@p9w0-j&U^bbF~m~+8( z`tF~|yYKdPdAwcuZcJrIrdysn1iSEPY}(;NOnh~Ho#($-{oCgw$ z?(w6`{42jUFjmw=15qq1MuLj$8MJ0Y{`ruFBwsLqrWi?*2s zNR$#9R|LWU9)B`g4N8t40xlISj?fa(lAei7=B+AK29%s&ZavrJ>H7tvdpul}!ul6; z`EK_d9FYCQ_`)cC2^h1o}&lRmWCSY?;G{s1k> ze&ha)->D=x-_Be8=DXi}+eLgHNPkVmYlt_|Ly4Lh5b!B;-JhfEB^jgos{MP`d;#_^ z9*A0Cv=iIP^q0QU`K5VC?E8?Jlb#8`bYbZa5Mf2Uj{^)YZ~acMy5zwWyG&>sPiL$4 zxA&!h3;pe-2w^@r;%YsvbIviXvSCF%&aaJ~CfV$+{yyS!vnIc5{w{y{O9kvvDP}#% zr6A;n{dlNq6(je7?dw@~=6K|D&PhL{iU;>cT4)+89^MbPI?Z+c-)PXCiot>z_Ovbf zH3#I%$~AgV2;$x5{0BCD1Bn8mnlon(U`KFh(fr6IIii4-@j#qkl<;fYa44@hFGd$u z!_t?vxA%_j7>IZ^b?Ke$!&wV$NL_%)|0wvOtoD*Q$cp=YVRNB{uVS)fU5OZb1T%Kd zJwh$pw;WRWQGT;p@{Coqa6LM(5>%}*t1%Z%LZo3@SBMUx(KnDa>&pOi72-=f*h&{u z)f}FMJ6W-)UlP@wGP0yYi-^hQOPx?Et9GR5FZprQwmiI3=c zn=biiRrCJdpSub$l~k2DeH)Fh@J|P|Mzbusb1e1NQP+Bcv?0xbb7T)1SI?M4mXU*hJkj`Iemw_5)J%$%%ZM z()EHNxqM&uI*(5Yy7-qg;Ji_q3iVmK5{mO-&|*7bHh`@9`k3typ!X-jn0d(XgXT3y zTxr60beZ;tO!G$|Oo?J<5DE|U^E#0QNO@9p{kte8U8Y&+2AopzNbz^1W{-m83;KFa z@*y7o-W@OKRpPc&oJ~%Uz2?++#;8qBaw`p+l)Qta>%Ym!@68|8*_G8h)lw5aZGJ`j zWGo>RP+M(+LH;H+EhnaI?M$fE1>5mI(}x-HCW9gHwz$R2vLu!560KycOs|%a37co> zY@dt#Cm34LO9CdaS*fHb+o}A6PhyX1%MfR1iA#xf+a;9;g5kU3U#`fHp6MDbNkt)S zf*Dy(^DX9=2w9W)D$h!LAE7-vy7e5o3O?Y123>#dnE|v(6LtZ$nQtZ)gieQ@grf?C|G)LpX*2TEgJk~ z1gbdWZAATv`BLm7B=>3=q2`fz@%nJeI6uh!8xb-qdaDH*Kc53!$*+lZ=)zOB3dSkj z@X!4qA#t7(1f8Bfy8!KezliZQNXn)empX}hVllV_qB?-{rg`9-vw zQjgBQ8?Ew(ZwbV!voRrCC0DB^Q8C0TP~y#Kz^TM zJ|QgEOiEFSEA`#oc!pKJn)z04kvRf4(5s&+YU)^$seL66&5AO&a<|{wCJ8Qxeoyb# z`rMb{?=yU$b>kz{hC;1V19P4Qv;&wkG@F5egEHDy)IU8C|E&^0be|-KaiF}eT z4SXcUg$_qt?lk*Ig_x56&Q}o3qe#?j1y{>zepK44s}8ljJPS*Srheljaf?T}2)Zc_ z(u%?!$fRtQG8@IBFEfu&%qr~r+6F-~0$M0zle#~dq zAK~sp9A*+i%lqQe>PXkn`WI2Ki!+Mzo&(=fouM4r_2?x8)w0?&dI5jr2$u&;*p^Jc z#A%8@B8VicD4TGr50gXu{i)0&H8GS zG)@VnipkC+9<%^13glUIT*EplIIDz_)JV?sVLb5x2R#jfukZ<0n2~$o#KWk} zI{vrKoY8}w!s9=Yxgl)xI)R+=K^*S6uE8HW^)r6OWZGuv9_eTupRJ42UAOn!S5WOE z8>}E$U8K`a`iV_aCBAPI|IIV)6*GIGr+(V#+?1aeZ5hydHkjED?O2IXE)`SajFK@C zgUB7z+mi8Sz5413{q=Y`m^w0he!d(BcM>gpI!4Z`i>xaScRtC+u5H{Dug-)!E^ zEA=+}8v(E9KRZ>>a2}zuEb(|N-kA)@_W&fW(e2C&3Or^1I|dwK9a9HvdiFG!y}PZo z*h#eRDhbNgB%IYN$)9-^()!beW01`7isZLeV1?y3vCYbpj=-r+kx=DGi?YRGU*Ocn z$e_Ow1OyR3c(>pDe@1SdRAQ21JB#96hqXRj^4GR4W0#p~N2xls+V`utj4MVHwVVpR z^b2!~7!Pvcz=U<5cE8bDi(7L|w%F#1xw6qw14P!$uv%D}nJd!uf5v;y*Hh)CielJq zC#n5fAPNS4u;zAqBAOOMBp<&(;zn0lq}q(Pv4s!{I{Y2+Q#a&@H#t5#)5jKmYoN3M zcZ-nl(O1g#4YadfMZqXsGi~7uH!NwykF{7RXttv!!3&!f~h2}yhga4|Cp>@UJ3Wy_7RQ9ws==Tj`MNAjwI@i&a2y4(`` zk}18G90GuHV>9=Z3(njk>+ywph7$35l7*dm-fWh(Q%``9QgGM>E9|D~5`V^g8ji$ZCei$GCXTm;-_xU4U zPtOACvM7GNw8QM9lpgZEVy*#ub25CUjC^mW{IQl1gv}KYtTy*hGRBNgAt_m9DF46aa`tCOH^=DK5 z#l*wU>AT7?dIvL`IHdss*BUy!ikGxDezlfUe=#oTu;JmJrk7<#&c*3k^@|r^v&Q7wbYT8uny_d@We!cK+l$KvJrT6aHno zU+IdaWTO+wyklNN8%fydnQ7I=uRUZbxEs<18cHkA`IsBopUKvb;YeG8skgLA1IGus z|6M9Q-DUd;D`?f>LFgVV_TD=8xOV<%N(i-upDP`MN%-l0G?xYW?XG4J0R?O4fAdI- zk9NTr>eo@3St*+>1y+{Vp)P6VnR7chr07D)*{|`KY$wK-&CI5Qli>Gpr!cKHSHL&- zcj>6(3E4|63xmnhZSQ8{PXWqboHqkbDSJjiCliz>^?{2pgwD9y4xCn-@UK+KF?9y% z$XiYO*#k!=ZNBs;xL?FSiqlHAU_84UWaT!?0CFN@PK}@BjrA=pWe;vf3@Dt}OFyxj zB}JZJx!e9ef!7gx>P=V2e{JTUyGT*fSsgX)#4wUc{T6TWtM1kolFFl(IYMwj$mK#& z-g$+r;CkxHy4Lg&)37#S-FOZ8JPil@xjFI_3C=F+~}^Ir#Bo9oBz-<#*Pev71TR+;QdDVwp|P#oOfEtNGx@a8A59p@Ld) z`{UBPVm30&7CPS8t4#eH=jS6!cvri`|FGhMLN_m`|95AQwVNE#JN52WXXrcXFYko9 z3~;q})DzwG3zw)K`B7dpWu{fpoNglN%JS1wA+3e?DH?)xQAd=wdb<>qoHgkNa>tWA?iB_Mb ze*}64h>El6zs{KZE3c8=^cQ6=2(gQ;>X9e^O~68h(ZhwTh-V~Xq?G0@>C_Fa!bcoC zS}>;{?kSsyw!2#zT{pV+esf4>PsfekprVqV8)VLw-?2uvZ*0A0$G(ZjJbr`WVqm^I(D)u^vJv1PE9qnma7(__7);eLjx-FS8cDV|3gLPV4Owjd!)|+-HnQ(2l zBQ974gE?#iZBldtiP3h0O>KlufgZ;6&);{hOBLLxu{KH_#%K%T4orbQrCOI}I_3YQ zm<+a*ET1;lR)-?LS}*=ciHBVK7)gy))bBrKlrisb7p&#uG`{NnhE*NA!5kyEQdKM! z<*|)lL-Cnq?%kdJdyc<)mo$i-2Ch&4mnz;ksbX4eO~P-mQb91Gay4NYMaw{J(-oI~urb9@x3 z*hK%KrY5=!AYWtvKKjXdS*bEx@8#>|;lLSXgOGK?h&wek- zuAm(nXgE-4v8xusI4{Dby>EzM-M#^b<28{WrdB`PHn1S=R#A# z8f~rjlZxEzyNuOQ{rB>r+EFn@OqAvnz2!%w=1sd94;Z7RJrWy^sFK{lMh?Y{HH60y zbM{(OLmVl#iA$__erpF7(KHk(Tl8FaH53eV)k1$6N;yiDb-+C$*KDT zX@*Q$!!l=WGVR2H&IP<=rgSZ<2-t)l z)wm!viiA`Y0=46?3Jio#-Nalfme+F{`EV&xo7X$A9HeZi6)2F_RQOuKz%jl6hpsCz z11&A$9!Hk&JQ2)a_ch?A`}T7;QY41Sbe&=~Z83VF$Je1tan@3bWc+0-jw}>!_>E}T z=YiZ;Ve~l7>c=u}LnLG0LEK*gLMam@e2$JkSflWhDMixuJNvd8ax>^07+|10lhf;q zP^zV^dXGsBP&N2yx;wAOy*buZta#tn$yv_`+r@aPAwy5ideI`Ogtn8JzrMa6Q=Ib_ z8~^+KfI{nsNM;6EUEuvq?O~Z6pgk6&D>#tT0u>B9A$YSo{FMpH#e>n81$#Yn+?C-x zlu%MhVsnPPD3Wb$@pm81KppY4^MHSjL;H3DQYH6Zmh&J{2I}QTKAa)a)W|A)7C#_HOCCNldpQe9frYQmoz^Z4!P$o2eG3*iSq~| znlHnC?Hq}33FDm{QhZZuG!P~JoqeS40futB9lRMnF$)J+)2-4Cq}QH_H%#F!{)IYn zf6UW<{y%5$9Fu9k`8Cq{DsDAm%z4O0+;01;CvMr1l%j(Z)TC%ta@)~S}P1wasoGQ-^5t?8v^hTQ+o zu@{~&(NS&;^8D-zZ!8I!RO&voQZ<)>lh!cH88(7T)!&F5f3zQeS0$P z@C&T{+Rqdmq&8r=>S>T~*kT%3TI_|4;4A!qLeYM9QCF0Fc)mWOBR|Q@tup&b{Y7X?6BzN@hZ5kk5oAELTME~(||z9EB6zFiXiHn2*eW^2fTvn49# zd>7fdxQ+k#ttGepilyYF?O@Q3Is$OfMq9CnyE8+mKmOzj*A<<4)9d5MLOA=(uaAGo z3JrH@rDFZ$NK1jo8=giM{ECaA#d%q}F6|yFylF+*atKIwgj_HJuE+kj5?Ic&pH*!G zZ!5%929vZNcAKe>KUkuew0jq?rDs7?TdyO!M9ObXwMoQFhyz%*!sWR$d2z69OlUv5 zwJm;PFPj;{R!WvRtPT9W82^CpwZoIJj}!WMMP)gr5mCFUD!7H}lIkWaj@jw%!D7d- zE=i>q^3H{XYZa_r?BGfW*;^dd+v3^U8ZAV2HHiZdhlhAS2TCs@)=#mxy`cGQx7BuW zd>!Y~_Pz$qiW;?SxdT`)83X7wc%Vp#r8W&2dgQ|f7=++OA#gENTe2Zlm>kkOzMKm| zoZ`h^XqG@`q=F>0JSjSGPoEz830otyI4`Q=+kd$dy6P{As$ep>OFHwMb8p`a9dYEH zh5S%K;_$bd8&_G)Z^$|u7Zb_bsxSritz)}lWebU-ljMx^2;ZO6#D7CN9&m7^vXYu}x zGg^fJ#naRV7Tvtu>d@sFJdvN6%PoF`I&_`@DQ)XlP1|@_57ARR;ghfu!FUp?ApWy|{IMH-I%44_x$oFGig~ zTr5N%*_J<4!Wo67Mf}GhAG#|ye~CS(ES%Vu78)`U)aoHM*Wl;<1IAQN-K(hd1OeAS ztBFDC@U)U++EFUO=#T-kjf*cF#A=gv4m_TPKq(oTG$04K@_7G=n*yWWJMum{+S1=P z&u`_|TX;8E2t?zFLRPpSqG2W$k86P=MlAvjy8{f*!_B=?wy;H)-!L8wkPZ|W^yWVp z*2f-TVARArQl*j`Z)j-4Scah|09z@e=+YwFmoxaWr;v$qwf_a>{-3Swzr(#X=Uo1E zOTT#B_)O&)&FcEJ@6E~HP0h{w-}xQyu)Z3+>G8*_e_!daZtFO0TpsZ0&k_g4V6lWR zO-yXssCzSPtTS54C^C;`Mn+<2yfL8y3@hZhEh|~{OGWm6D;e8zwD6W#2=g`m|Il>q z@l5{l-%pZCIaHFIRw|Y7mCAW@DwT4`DaRF+O0_h@%r>Ho9FkButQ>MChjM5(6()zx zS%eiaW-L3Ho$vkb-+lkLJs#H{kL}uZeLmOw{eHb(Pm{FC(OMFG?wir2U$Lt3F12lU zG+B%3E^6u$;oLCGROw?a=|JBU<;r<4e>eA*K`7@v^fo6|JGi+CXb(;-q<0$*Hm4Lf~ z@;`Ll_Uj@{(E()HvGU1>5zsjVBKM&Tx~HnC<>{JTWyjkGDL#z#xAN=LZjT#M*CCyMvZN-CUI@{p8}J^uK1=;*6uI;xp_|URC;+&?-py& z8esWV&Bj;y^Z1A-`)+UXHLrBOn)l8cxY+^OZZC(7h+P5shuwY2%({^$bgFdt_j7dV z_`4FA)g7YcCen&If9FPYPskoU4IRz3b+zBExV9@Mo*~MuZ-c6WK<=q$KzFQSDrnm# z$1i>5aybl({-6E(wq|}wnLKj^E||Q?s%4*G^ri-r11KNA zMFFHS7+DsMc($}dT#VHw_Sg69(ml9E z=YM@(gXgoP`3(9^eRt*;y>B$0z0!KrI>0o75&>wt3NM?@Is(ouV5)D^8vhUICAe_o zN!`=!UzBEvpeNR7a}j-WVwdQ?W!H2dI}!;g zCN^Wo2}F1mq=INRWJL>lMwAjzr2A2{Au$-WFN#imIvG+I_VUPoXXbixd+nJz1;Zj57k)Th`!P`?E+AILPa@ULWa}XC*Z~s^+@lOvV?0@ZF7y@g(+eKN(PRHcnTxQ*L z2<5)FcEm;=1;BrtI6Jj8EQNcfy0E7VM_DFVl&~ed9xNcnkczrPK*%|0T1=>rGD7?k zqo?hOM7tu>^mX)#Ycu)6S9tUo)yj&|05Q4{at;Us7gKH7!$+{9@QeK8>k|?HpI6V^ z@r~jXvu>M2+w=`|$%CQa)2lkFn!tFnIDU1s#UpytU}Q-TxSRxD7;fqvQ343tE^`dH zaHA7B&L@fmJC+*kIQS1%vHvD6S$iKj=5*FvZgexLjTX0>BqJ)j-7c~jAw<}qw;G$S z?kJNWHqW4G^6XCuvAi~;>nIJmykA#R_lc)&%LtSmB%imPMsMcdtc;Dmx9212fh_6y zx(sae;BV35!8zuw-s~e=*=x=+%VXx(u~vmF*eGjyGf78Tyd%g^Pmb=W+&L7ln|id{%nlPZ8aHzCm%Y$zHB zT;;zvlDcD&Srx(*C9_1EDI>kIv?UpsiS>1C-?pFfK5;RAaIES_hV6#K=h=R*{010M z*`jy58TheBt!AgOrSz~-DC9u@Sz@1QV2k>#z8uuPMV!;-b@u{Vw$4DQf+qnc4Xf~l z1h=E6iZ`0%=%p(ab5t4RBbRoRaA+f2wI^paNCv5YRYcgeh#+oWUr~~wPKC{L62g&Q zf_-vq$!sjryAbJAGRL$LeV|q(WWU(sFs zEHO_OuxejqH#XP#0xtg^`|1T=m^`~>5DQ@Ql9^UsVX*@OGi1Ss4ZUOH?G?ivFIwN0 z@o^uZCChp07TlYi@`d1|`VeIL4(EFZNI?wWke}xx3 z7#dG|0bL80hFu`pdzM)4oPP9Ps`!O?^=Y(=!je0lt@0EHLKa!X{+okjQHm<4buWP7 zR)29;>P+O{JU;gc&A*Bg9|aM6lCu(U=-AgTs>!8xFhWJ^j4RHREzqbK-qne4=gXP~ z0$dORQysAT+ zrP)|XJf1Q*DAB$;vqy_F<3p7lbP3ReZJ!m(1l53o8ktAJp>)b&N1cma+R^5;lBPM_ z>T+3wIE``KUXugzUyf_8wJv3)jI;v6IZFAEMj97a1jd(r#}o$F#jebD|h}KZ2cWK+7>mMpT9iG72cGX6X@T;{4F`S;5etgljQV#H~o@ zmWu%kGbo}Ui@K-zw{i~QkVK0<$CK@yOom|g^WKpmWs5LzM+?i*Qi^KXvYM;U#?AVVqaKnPCHY_{K z8jANb)-LijJA^dtB5j+$qQU*kL%LmpyGquQTX`_y36hYJZlaVp7lTeFzA0tQ;>en* z!;#J%=3wV8pVHy5B_N4wu56*7HjFkTz9GD94%ZCH@13LPE{E~^`^}IwmpWo*_SH%5 zIm9rk)a#7yolB8-K#vTu0K$rh4&Ih;rZ#_NJ4D+Z0vMS6;Czf2UOFZhme#5Qi}ZE? z%MQu|Xb~Zv7U1;lP3^tVxR%VOdeSxFVd&>s6%+S?jvX{E%bFYDrvzO+Gj7-HkgzmyK+KYp2H;>i)7$V-}{JJ@R#vS&*fUlUd5Yk9Y3dXQ%!Q3qAb($Ag94XZ>gc z3#S~l4vylnj5VI-pQ_&X3lA-Klc@6?3jvk)QG~~m1l5a94!d&9c&?Ey1)MZ z4u>3$)plxkOf+@SRlKy2 z@ITax?;O{x$XEe#=-99c3AD}GK>Y6OW^$+a_tOG~OO*-YJxO-?0b0CsW8=r|Q8hUJ z%VPe)R-DldZF^(l}zmp5tAr+_HapL3TlwUre7;a}AHIw+QBr?2=`M4e;_m!D4A z|Hc`9C!k%{0&1G$=Fqr0bs>yZQv20YUW3|ZWcl@ZOJa2OKU}ZmCgKC%riv|mj#g&h z4gGX!y~9M`7d`y_mJsvmv=71^0_xn zn{Qkt9>}%+#n<`xEK*Y#^q?u=ohf(!Vhvfd>D-#E&fPt02N$OeD1|skmX2Q*XdrRr zzvlU&@ivf$)z{>G_G)q9GhyRj)$VycXz6FAj}B+YNm31ZW!m6>&UW7T!c@Fnd#x@g zaaQ4>|B@_yVnpMuo}^te^)u$U3u?hh?e}PI$uKj^<^74TP2v9>P7GNg4pE2|MT8&X z>4NFD_OBIzW{AIB?atC}lW#g6Cj;o2U_l9SH(885-E+)sI=d|Gl82+bwF!#G-EOu~ z{*9~z=ZAZXzYl}NBR7_43i$|+HM652f=6Jw)A;XKRs7LQS?TBsymL3oy9f2?DjYbc ze%bOD?lNaBpT1#>)gN!0AG*=Pga&f9N1G^+^#iG@wX7bp+$c|ONrnAqW4nW-brFt= zE?rkEaZ*Mq#~2-j3XgPZuurvYDhQo9I$J-B^5K0cq}I}SmC1rLF6aQl4j0N;{fT1A zjtTd2Tx_7C3wYdme16<$Xna?`K-wE}=R~_l%w*>`c|w{>Kp*4ORs&>My9&j&i&dA} z`BDK7X2WaOq7KGFUWH8A(x{POJ-V5u=s=M}`UaykKBmWZgSJh_=MYw{3!~eu;uoc5 zN!N4%c_ZF-L$=V+W<%D_TctoeZf!e)NDywua@69>SQNRGJs8y1LhaBkQVI8F+Pe>> zj-$RZ0#}24upf$|@lpGb>;eZLD{69X2g)2G0GOWMsMxaF=;RQj3wFVspj1ZLD#Mwy z;hx@UhPCahP7HS`ibYn1wWBy6sbA)YEzgWHa^&2+H}d5z?|<~rO3jsG++&|YTK+&Go*>C)QQ}(B@0gm@rS#q{ZrCuXoFo=zc41BD zq!#|HNbN<4?k$%mvu8-G61iSI=N&(Fc9%4qCYRuElpy$Zr>%9bYxTQX)o)%e zy z_rZzY4@MY4=mFZt>>HHi(-nH(d2-)sqo0vM*MEWz92iagGsTa;p`E*!cl#Nt@l<2O zryD|>MU$TY9o%LV~~Mj)HNat?tueZ2+G;H$?4-~mzFU*hv;(p1cV^|SO40DDVejg3?q)+XP9 z8YMmojO$jySXZad?&7bpqQKupn-kvIjI235<7^5t;Q5Fn``01LQqKpdo$=U9`?9NW z_g;`PGOB7;F-Wq%GAh+mNK{|_4pRy^gQSaL25rf{p+LHmQHTC<&>;V$dH}fwyR4AI{bI-C5h@Z4u?g^s)yZ*=-j zbF9r@2L1&({wLIC!&~pB(3YMHpqFXXOJXr5+mNFQZ`72dabPY``KmX^o>phujsNxE z-x$QPzqmV^r_ialB8OkF2rcxO(>L>M*{af%(8Ai-MZNT=Q&gM9@>^xr&g8h)de!!; z-T)dsY(ic2D#b0?{S{qyP5ZzR%gKa3spe30{IBq?M!m}?&lsCUT=lAqo67^$rik|o z!QDI+ty2uZjz4#&1u4v7H!)0c!uv}?o`P|*Uka0rTa|SKS=*81l`U3FthgC%Nc*vi zk{2BLAVTskAF!+)4dU7@W<9>prnG%RK5>x+pdnw+0xzRFos@JrT#!@x_Jhl(Y}d9L zCk85+yL9z3w%11%&Ke)T3BIy(LhWcGZTTQ|!ebul+il^LExsD=oXo@)MipNg2k?U` zX0ay(9}@FS0ShBLJ3~J(T|0+r?q#!DTW=K{I?3_+UT-uL3`ZICwl#h(S=BX|^B|sb zh8b`Kv7@NlOO*KRR&@8{ho{HP0qgS06zrK#Q|WL07FJZ80-8SNC8ql<)Rz40k)D*# zRlR4krPB4hU%oU2hXUIUW8a8~m-zs`^j?&9fg|dsz`-Y%wG)JRkGN?%F*sdc z6Mb!cuppWG{C_^F9qqT83Se$3Oy|~3ey>_Ln9vDrkyrF6m_5m|yhhzM46miJbhEI7 z*|0NR^?`xj+Iq)ONqphWUO4~5e2k2-eCA1lv(tn|h-wSf{2*{a53cE0MPAhOSd;mujD%q)r9(GF0nNa)l+? zoVLpmPs$opvss7y)^F;QCXyNV@(Jgu4?k8xl@XC?x6u6=(|`qC3>TMLk(oO54|gO2yi*HEJZ@mOqhBrQ#(svak7ydVTGu;Cu)3RpN@K zzz75UCsnGhykiw<3A`HVtBYni7Us12hN8ePG=Jsj#nsacEtpjB(Dr*jBQTBglNhGR z&XO2O6-ZK#It!JCh(;4z7i*i@-kP@bNWe_54O?=Jh}83fKlcRM&@Jnj=-63>8J@Ve z4*XklVbG(a-4yK8sF-*BaapEzoy((Cl zK?Ja^JR+odkq3?<6^E?>d@T%ob5Ko}B|fA}AGB64@FeoM6|N>GT>>`oxrXkZ`*~+lC$w`GNIG9zHo?=_D>WP5|)XZhZNm@#y4tG5 zavf{V7x)vURuf44Psl9#%s>&Ifjv8^zXT<6oVm-V&{WI zpnOnzpSRTxP3}9p34$Ni=y8mZw1cU(Bs?_gSQkt<>4i^L&1tLXZDXQqg+KK{>z3^VGl~l^F9RVIDIL}?^XJoqp;-KTbMyao|H@F;yv)ZpH_dIo55|9d7cx^`e=7T4gexSxV7*_f1> zMhrApM84)#u62$1>{8TN`Q(Q-ah?+Tq!7M-a*jv8kR!Cjf-cte5HTDhzE#9pOGYb~mlHYTjcPuZ@= z2`927m)g+Ncm7EDt+NpUVdV>1k%FeSO?GOg`@M5#Z1NNirHxwCl&0!K?vf95l?Ui( zZ9PPm2J^2>E|{uQ^~lk34pv|F;|q;!JKleA1buzd8()}f-PM#`m!!4j^GBQUp%wsB z>Fj~G*&crDPcX9kgX5~^jMJK;QW(|s)U$J;`OBJHD<`n6UA~ml2X@$fZ0c21wvfvp zMt4~x5~5ZV)5E?vMU0z{AwGYf+{(ASM%k_4``R!rb46!$jQ1N1&RLN+sES{8%VT7S z0JQB^s=2QE=fxe}O3D_`GpxA>s_FMmUzK*EG!h=R-&%MST$C01IJmPZX|M;egw$RZ z0_V%$5L@r9x`E#P;K}~`n&3-`MLTOWs5lVryvIFxHf(S+vT7~qzXnv*O!}zc_ipI6 z#>bU{cWdd%@tHP@A4`OCZr%pBBK3>1h-|MOojW%uoENj33)DA)Gsn(5h4}jMCP=~7 zU2uA6*bpR-xziB*>euO+JFDRsZ~Pn#{Dl4X9b(TbMq(;>Ws!BQkmTgyKZ&42wXD|P zE4G?mq(;0%*+RKpr1PQnKGWgO^>o@w9eO>pVC(baLlk8mCyxlsuCP$AvACG2IJCEP zu%~x_r@(WGbH*ApGZ*vv-A3HlQB#)}(tWpJ$-*cg!r3GL@(AyZMM%Zq-wF8JwVyf9 zABS{{BR!OSDt?{hWt5nOT$G>C7TABD%{GvPQc8LRr{-_86!?|23e$xF)mAaoI!bK@X$(&9UAA8TdPST1mDVm}uT5-3g zBIv{N^J*BNOreYBRc*zKjKsY;;4H^~tb%1jZ7*DURGulJvf#PZdefo#C3L-@EPUTF zqxU2wPR!phu_nt5lHLnaMts|z4z0Y#H}cYSVrydXo+l(E1YHNfN4*ILAC z4X;iD$u0e*iZou;b4zv%63prd$(K45^o)VaMM*QEvQLIimrD01~ZApCPXHL%Tf?b_c42(p5evr$DR&ySzN!kXcM_7oIIc@=kc)6@_}KlUtm4We8du+q!uT#fXiT z`!nt?1CwgHR`xtnjQvTJ-_rNprl>{D^zd)#y?nRK*kI|7L`pC_bLJfgK;N(OQG9-} zAVX#u;nCiTJpN7*thj%CyNm!9-EMYy=TFe7Tim~~&^yTm*n64}(6_gYe7BT=oi%wE zNL>t6UX!Yj7q-$vSnL^LEHbK&j2X$NtDd1Ngo*bW#==fLDNK zVOM0hBU&;7;c6^@TH4iEKVHjA*2RdFJA@}+DDIFxPFffZv^|v(Y#1dIQJsHcNua$S z)0E_e&OC$bTEdzraSiqPUL&LHpntC*U~1yf-Mx<(mMR}-oR3S}juame;%<8jGH~rn zl@OeT*WWybE?I3k_}6NSTh6Hcm|y-2F=aQ?vf*JFrprA6O10FS?}q{xtBB2{esHn5Qe**%C?ETaP7Z))U%ltWw9#hf~oF34|k{+X*89*>tQ{ zJ)YXlFdrf^Ur>DXZ&5GhHwE$njX>kQwY#Dp#)tDVg_Ofue=o_m)GIlFr;l6HuL2{S zl%xZmhtmyytv?OgR*ikXbWi9{uSowt{^P)I(UuO)zF`qO*}h=)m)>;j;xKP05+CjX z&{8eK@32RC@9n{Z?N&vCk{nqk;erLre*Mj{n-ojK{CrpBlh@DnisNTrAgivS@;s2( zS7ND<^5qL?r2_|f3BIXLl7F?pxl)_ljaEjAQ|Oi&^^~kj;1VXmgY(!~jCIG8j$^5w zSO8!1+9#LFn%=$M1GmP&o=5WowzYT%zK{UcJD*ozoem2A99gRM=Xlk$5>8qg_G0yi zRbARvPc&@7LI8X@YC+ zrFdFn$TFiYZT%CpYJ3Y3xpHGdHV7a0v%#jr+AZSKI7J7Vf^a07D;1{4Ziu!xh~gI2 z0C>xnnsW+=bn>-WGC_(kC|&7C8l3(|S`9D>wIl}hnyKvGCW57C=J)ILgK2QB3bWK9 zL~uUJ(bdXkkqaZXYzs=4sVj|p4XxFO0Qge>YP!3XE!}PIraT6@%R#H{&rc;Aso}Nl zCN7wuUK?}yQ5814b61De>%V2+cM_%KBV4KZ`jRPZhM>uvSz=NjbgDUkNsp)WzgAF; zH3_Em;izop+m$k@5~<&7s$Nw(??3Li)}Ikzq9q_+UW&+OuhqDtBk85A;$Ap&4%sQt z?ReHYcq>Je4Y8jL4o|3trt|9njQ#)hAa=@E5H` zo!U3ubPm30klM7^hP@^A8gd(EKYOmpCc25-)p&=TB=EPDyJ2DNCGQx1>-HZ(nOyxM+AoRwZ4aG`)BBQbEZ7= z-Iso**XV1H9$HVQWuO@8Wy_N)ELg5su%f~VFbcxT)|pPL)}?7U2&Kl}NJiR*^(H%M zXy=2EH1663LZri#tj75&M`a#fFG#XEBl6=trL+ws9MaKxN7GH(pPg{vQc4B3>^;h1 zveNgnTkW`4bl0KEJXvGC_6iC(+@%3SDFLv@tb%a1eKN}Y`-YZ&4)jC-?aNbP8)#Nr zy6Q&(f~Ff&%+P-4rgD6jgo%gNVamvISO;9b5O3SJUD;yO`!8oz2&I$V>1TVu8oc4N zvkVPD_>^HGaCUE#**wU3owzg=l`oy!b?QU5Co4tWxq9(_AxXvA_Z=v+GjDP?D*g?5?zg zE2YzqfTHyoE)_KeBP^F6wWXdeF1<6T9t3D&92~Y<8@;7+JsyL+5z91jg>4IRezFJ! z;DfiGP$D1G2B4buA12tcQ@;)&FLj`>h5So{=Jv&0^f9IKA-9SGjSo?~avnOC1)isg z-0DGB#OX=RMr|hoQc{0{x|VpR#l*ECNGsdgI0%eAEHNow-nnFEzt;Vt#wLbx^BC!k ziooUrQ!WS}yO@(%Qu#mgy3UZ~HOc?hankG*(k<;SKYhQK2~H)C&7DVX74=(SmCRFL zzD!8Sa>yC-^uoOQ?pvPl0($2^(k}Cq@0Xpw@86mE`q?us*Q%DQa>F-i9T7zrT##R zX|tAF6e-{=3)ngUOIy=fr&!IAWS>tOo<2L-%+UHb(VqqMy@`u9iR{>2Br>z^+&Dk6 zX6da?xdL`I9{pM8QAcdwJ$Jit>)b^c-Pb+bHS>)q$v0ZX5@%Dup$4mEu?##c9@`e5Io&r_qT%UP) zTYX_q5yrtZXTdP9l*@sP&)@aD3O8uec#0WChozl!>o7V%lT6 zt1H=8IKKISPVkJ5dTv&q->HLLtfT56g`&4ENoxrA;3^`u%U)hdJ5N3HVG6@XmU>`i z0|)OSarBzXnR|gJ982xwK;9lpc-1CfL*nhHR^8jybKKAT=GxoQBH{ z;Jr?sIV$QZ26xKNK$QIV1WRlpb?2Fr`(aJaFzF3B@Qt)}kjP1f+NX#n%UU0t(iVU6 z`*Sq^i}iV};>xroeoSIm*sn(Y-+2=aAtC$82Kl)yj#Rq0W@1oY?)}k&j=XruvR5-3 zvzAlzLzH%4rTI8uVfk7L>X98>a{Y4nwExnpx{F_j-M^BnHE{mbNU`exd0bOk_t<#O3V z=1SN1L!DaXff?+*>4T+qDXhqgu$C$)$}PZFf#sVK)qCfzlHtBVZnC2go`j)FmseED zA#vam20jzq$h1O%JK(bK6ECSOd+7${>lmZjO5Kslt(#O#G5GlIrVoQ%C4SWypmYn? zIpfPypwTEU4pRFeb0~nFUzOdCq$B~r_^Ok1|XSymM>d^cLdR$}dI$GrGbdIX~ajdbj-+%et zQ6UJWIY=yBn!20JG8u(Lbinhf(d1Dc_XJ%Fcs{l%OCO@4audoniLw*Po4d! zbgEdInK9fZZ9gFy*AGjQ7Qajk!PA&zw*b~@d3Z7l$3Ech4_N;uXKi#WO<#o@m=TV0 z4-<_JDqS*LO@EmNM5fQ-TgK}YZ)q+2lkSYCW~gd%_hZbr{?S#{5^R@lcnbpCqO7}t zs>GHWDc)9!w_&p*iP69s=(3p<(*_(JWq|%%Ytqx=xKipEfQ9n7BGB0g_V9-^*u913 zNZXCu`i|g-bJt2gCx6MGL(zXn5on9oYMs-dGH->qVG->2H;JeSH_hq2Txc4Q{bZI= z&EQ6k@Iup&2kzZRN8IGyNS?bw6ihyHY{M;=Jy(e)-I;?vb)u%ZX?0bA=QOE*Wr^k* zwWuquGdh+tV4(5as!GxT91x?~VSWD@?ac5XH>6?}x|d-!8j`{EDHIz(^Lppg@Cx5@ z@Dc3%y+nj_GVPNcS+1_syF#&2lM!5A5mGTL^-5kpXVN&DhS=Y@_EyobQORpr5b8lV zL!%t%Y&&lu`-d2+CEC>CUkkS=8vxy03SFIRod3ZHkj&nFKeGO<&mC zIn)(*?c9{3>9V;VO3L_FAJMNW>Vq+|26X7D?`V zqCZ~(`;C@Xzm+_YS}_sw+axj%PCjlrp7vmf9MR8>;OGWO9hm{js24TD;Vg;bXhDOX+`r+IomnM9C5u&KWdZ92 zEu)&D<<<6BlM72D^=GW6l_@!DQ9x{W`Wf_hn#H=hx@||9Rczcfe*d77W;E9M@zJp%txGqwN$kFXNhZ10F{Aqv)YmUgD%gDiHGtP zW|8#Px@0+&JuA{33hNzA7Y_)%ZSJjj`a&@2{#Dct?k}6vYhJ#~Er32h~ zQGu8lTl!FE9jE6t#65wSaj%G4uYFtUEREjiKo+)^riDhWS3YCbzNa3BlWeb$;kENE zAZ^anGJr37UEux;>M}Ce!m;8yAm^0|2^^UAwty#5;7xyOcUe&)50n`KX50@%lcWMw znfKgheBd_hgJOK_zk|xqsS6yr{lpRf*h2VuGF1}Z0SwE#F20FU$zG%7Q)X5+NqHmF%M;70Hnjp*ap85&xr zpVM0)sIL`^k{2Gv&hm3gU3PkC#-Aa?bA;ogO$VdJuALwc3zR!jyGBeXvZAnXjI^s( z!5(O3ZVK0PypA@0tVi7f=KNyShMti$Byr%}DCEn1GtxUgb8*Og8%VZ}`yom^ z4XI#?9Qa$q&;pM&)B+rwU&BYP^2C<*l-zQw5IA398$oKolxnUB|6+{ZRL3kt@w@!V zZOoEzYcf=)kISBx8)Dflp);iE9U|Wqi&O`S0l$bUokbn>{Y9bq%>C%Vk#0jriuG)mU&$c=e3R`r2WaYd&( z2qTUgfO5>1bN7~NhjzhrDpbc&9)X|crh;L!c|^S|aFH2j=roB-x*f*vsoApp^38R$ zZJ(dllV}+g>enrEn+7TN+q)EI{gshh!<06yY0DnM)3*p@f{dQLR!|l{GW*)L%}%Pf z+;j+=m$3SEJIQ35mZsAH@$nuUIj&5Qw1q04Q2S(&!ri`_o4I|pL1#BR(>QQno`Fcp0|7Pmr81aDB^7+ln zUcg6WuWcg+7$HMpN*=Jj34@f_Tt}(O&Pn}^fN<8McW968c@6jC7~e-_set4EfLBch zlyr9GElifiZmHHu)>kij@hKP6aP0qs(s4Xt*lu`D`itfEciFKClC$mAGYyAUO zWDjfni-LtRFe{5|*H1pxPh{GlFKlNgW({#Jb+%pQ6>r6JtKHkqE<%-obr-|vL;fL) zR743G*%OKWjl54_{urBj(oDXoPxvnVfuKG&p*fAA!kNR6EcY!oz~k_&`2Sz%y@7{& zj;eO496OaH6SPyteZh7YW~Yq9R&~`kJM=xBe75cPiG6jIw&~t2+xI6cp4>PFFiTJl zlR0!^^Pyb{=iZ$Au)oXU!Z!dT5J!!(DYpi%r=wBN|Kgz}@p=##kC>G7zxj}39kQ?@SbR(U$1?BDr*czWrg5tigec!x1F~(= zo`ROSH+-(Xy?#dx_Zp=(>g`6;+OH2Y^GmCm2v52-B*>@abv0Lm+%J|LwQ|hTeCV%x zds#0EI4m_AT`Z8B$kdSnp$eMu6xo6R@-CDg`xnfa6H|mp%$SWdeU=aT%S!;4wUkOY zIR@4m4_==#>^Et7e7^c~fh6x*#216*&)htZklTTd6KYWvQb56R>DhJO`~KPDf97`aF!8RD!L94R7F$krPm9j=@w>c@mrZi5u+G?D&^_>dZTUwb zYyO|Zmxc^BpbB`(r2zEYQhE;if%M3TaFJ>B>TjH7@K_?#y6t}Y{2V!Ec51%mcq{aN zQz^tzif$guQQXZv=z=Bv{k}o_FB<8h={N|+aTYcn5X*A*7%w|L{VUqZ+c(M}DNAWV zk^9=n^;cAR;54CqAMjftSRA6+Kp;jIuCB^5u8@=y6fA1NHW7EZi3Ioh_-;Ev z@+}(2xGU|P7yk)&{G|?rb&#WaNInP^ztI?p?hi5+7B&Son1Rp^_ou2?rVfE zmLG)}ru%4n%vFPrt$W*$q|t3vq|oRZW-7m+eO+yy>KnJDUxCF8{h4X!Cze?yRcN?{ zVTK%Ep?6!g33V_uN#ShG3NH!#?(FjDZEH8K>w~d9RKYVJB5OF*acgpgksGSq9tTTu z_b6C?oYvZriP0_;9_lelTFmKgS+&n8Zs&h4gC9&1y&PCWvDM}Uf7|&lj}e~t_*s*| z&+^GCXKIVLETG+B`F2wrcny#MQU2M++_aW7&pLOV>v>|WxDaw;4TJX|7oPptsyg5F zERGl80lJrfPwjS^YmYh66M1FxvPt1;?}xZ)ft09toEN(9TEO$xkle7D+kcDHf%jJ5 zEJ>1pDM$JzykAkyalG9`wQ|dtilTiRpXFMcY!b5<4Jsf>6;ilWo9A`d@Qwh7ept2H zczhhEQvOF`8D8jmo!f4|@#jzb>Tu$qyN4FA4|sR+Ag#c8PI&k4l@b3p&p^W%-CgL< zN3qp|rDymU@y65Y!S}m(q48MlgNlQ_Cd~#g?lI0JsUcr1H-?>bb6H6$wO(sUh+ zoBw$g4smg3$nsh?CQB9`$jhAt?J6Y6XQY4qi`>RB zJ^hhed?N<6p99Q`-cPbnkK=sWIZOVXM}9#L8N9niykGUF&}7FnmPjsKcsy)xH`x5yxpUr?Zr1qZ6(0y?EAI=sv3IC`3*EtmLFLCBR^grzD%(3%adS z7eiWLO>CS=G<#gGTNkr>1dN^Sg)KH0;2_)Rc$HC*soYs=Oh2{hon#+Pq7lP1fd5P* zur}xRM#_zaL}U`$7C)w2Y3{uL(Bd*u^PG+w>!)$JD$E7*wlqzCEXSeWiRi;HYtup}R5`%hTh5bDxw-Gq^RkRNT0a4#H0y z7H4iO9~J{I=INPZ%eZ&lxP8ZGtvabL@?)hgMMQNPThjv5I!?+MKg9Iy;Gg^3gh3_` zG?;zlD!6fdjV<;csS+8MS!<45gwm_`@nwwd4%7B(6VyW}!euS6^jhKbZ^a;wd_)NJXvSTV zV7l5nM@&KCLN`_xp_IOP*)q*+wj)x@`r(!_9rVHUCd~3as`$)DgwT7vT-jGgnS&4a zz9R**1UQVA9Md}SG=l7@SgkXoX>W8#LnmO&X)iRVNYdc6a#6%yTOPtK^OW zA-0=wZV86I!_m(s*S??rQaJ0RxFS082KLh2@suE`qUh#qrJ66+X?wL~gbLkdH|+Nc za*lWG%xTd%&UQE0G-e|=p)c_uEAS4C4QOptc;juikTSpzbu3uk{g!ZUG}Ie4W6;?0 z&hZY*jyxbdQ9((fIaSTL}fY5czbOd-Fm zOmOS|9hAm%?Kkf^UoMl*9Bjn1uinAu9`Hr;L+^0beeb{wd$7ay%MevvOP7-F7^8bN zDxADBfs2Q=XId5Zd4;JP%(HX2w8fUwJzJ|X!9Sy0nT|Nr+uN4WkJz5ksasJ%JD;uR z#=Usxa`H*MKzI1ut8{lWZ&7#5*ng*VOoQ5vW{g5v-9pN#dh?H-H(>{}(dh?#MAp0C zNF4fQwRBnV=$nkY0Y95Gs7pVfNZl_)zT=pl{JF8(#PivSe=_=Q3x#h~-Vme<2K5k& zhv{BOSBVj)XUw~gOdal#=ng_WZlY8@y$fSDVs64w2kWEz{z40d1sCzB2EAW_z$sO= zm}nz(#>Tl(ZgclcPS^X&G9U<8ZxNFOy^>4^N|BgH>sGOcmJx+QEA_Sy4rfDL(yIb* zKgLf~S?bld+%ycs?OFRjM7?)ZlKmU_|CE*WSdJ_$xA~ZwC7HQ!pt&kbGgs!Iva+-! zL&ODCR&H&n<$!YJ*2>%pS&oKEno2HE90(3XKsNmN{J!6FzUT1Y&AGX64qW&3eqY!1 zdLeFI7eRCdM-SuN8LJmJKJUY%j5jp99Lk0%N{j6cOuK=ZynK#ubmiSsGD z0@NA9b#oIN|<`^c~zlsUXtymcwq?a+KpkGFLj6 zRd}75;I+5j+r#kb3!M4}w#&l#SCAvX<+sFjSb*FG=Kl4Y+h&AX_*vyQhdf{(g|w@?7$ zc@v^p#H&({f<^h^gNvlD@FHGybA$L$E-nnXoSalR{n9BV^tBo3x)n3?60+V}5aK*y z2gt=)0;>zW1{Vt{MWd?+!Z>{g(CWYJLjyoBt$JSNQ3H6X}0h2q7e)$Y!h6y^^%`}l<61k z0Yz(+!fSD)dt-EYMZ%Ub&}loZLy=x0p$*IWE2aA|_MxV(#O((?DvT7WZ9r5WTr1fc zMyEd+#DY~uZ+d=`oS`vK!VtMFgP-sLXq$8~Wj(!u(+e%E-`VNXsi5NR-@~PKG;sJA z!w@yEV%>i@8Bt7b;4aeYcia8?-I-wvzK%<`1ys?4PbIq-a{i6$NK@$9zy(?@r^72I z&qh@zx6h5yt9w@MYT~CBdmpz)Pa-p@#mowV?TM%oLH~bHPA@?rUHwm#t zjEUM{gAjdd{i z1bQeAtXgUxM~Vi|mnCJIZK~GngV(fQ`IXfB{H1!Kw9DB3j_sg$kGTnEe0}3;Z=9^< z^*shz+4m%Rg=Sy5c(qVs>=gI6fu2G3$^19JTp3duWV;Egis`Ys(2T}FEC_LwUGO3?fr?-Sab3X#X$++Cv0zn*1UUvuV1dw1s-ZrVX$cC5*R z^bF>)3+b5&ZGZ^j7T&QQbXlQ5mjkfOxAnMm^&|(FMw#4>QKA6WoBLzGJ@^ST&YYu( zE?|Gg_I>Kb-#v*Am-V|ByqzGej#bCrCma?|-Vy4lXbOk88Nn?*m;Pvo_lU$-h zT=Ss*cwI*=n``{BzVT!Ft_DQ!@lZ4xEfW7oU!HXq{p3 z=FeEv5~QQEG58q+3$17DGOlo2Pk6;}==wQ{{vL~%SHuJj{#u}vFa!Z)Q;Ru%tjQdk zbE=oUeyw*o;ZfB0>IA64P224Hn;n?W+$hcSy(HU`#$WM&7-pb3(cLUl-0T7f_lx(W zH}C0MhD$G^l@M%>5l}+&4DHg3&fP1fU4J-qy&=#?+pt$YYE|ml@a~T*reU|Ca<6xI z?`y4g5e4&M-A+aV?&a=F?v<zD`C>gtjO5^Kk>K2o*j zEKOozUbls7KY|BbMg#RX{qKk9$5;MmVzakCU9-^OY#zDPG8xlo#y}cYt-)V37j?%O zFeG{m?BS}cnCJN5LZ-B5wc(BQw#-Q}P_Y)PK~}&yOw``g$0n~hDHPLgfPi*aJ~Ns* z{{XF>ZJpWpZ_>xLw(X-}w^-z1hINrHq&OJaHPlTZdkrdAQ>1X#Uh(VL>GGw(lbmoL zCDM@<``p-0Z6~!K_g zby1!g7Nz~ntKfrjC@G($M9kEQNe?-!ThUXy;>8NX&h!bVh#mEEUVPQE1TWy;vXVbZ z`0~qLu%L9N%R;b^a8O69m~40?t1*dgE%~DD6<4jCh}oMH<|XKT(_J2UuX9um&4E55 z%(iwhNmjAiHrZT@U3D1uNBB;aF3PtuET}l%IZ3$sqwm*LUs8HTp5LOP?wnai>e57IuWa**ZM;Mf zqj(iS(_>VMNc#mY`}?=PZc!+Ud1hUFC|rT}n9n=O6^pFnReaxr?|~1-6_?&c@%LS~_H`+A9vDA@Mjhp%V}e+n^W96xw9$lfEF|Xr0fUsteFf6k2$&6%8SF6K8> zbk5yDdn>d%Q@vhkxljXqLTGOFHeQS>Jajn}g;=?(7>uJh<8c)&sXqgq$WRmU$uuI# znf=g}t6QaQd030$LMW>Ms*X12JJ(M#OK=KON4=^u-TQp2r;lc8mA042-A9~%HMyeI zzz>D{LX<06UOz>Sjf&Px$#2h_!BhZMMj_6l__Cqp@*Au;)IkRBP&`I?R9hOLeXlF% z4c2~;oE57268uBK%S&yMP8u!<`mH2!T`Cq3lq4c3;+p0w?KY!z>@`y*nM2E$M+#}@ zkdcenqbom8;e*$md~j=NAJ8S=ugb2^UPG!;5ndy}LWcUk0$PncwfL5YP*_5vKMXi=?gYUII zF)Y;)H(qA97t=lA?>s;9Z7iec$_NP6X-eQq2Ov_LD>y_fcU%=Dc#c8-oy4@Q;dwH@ z7aYjZU{+^vjo2hpyq1kMP)JS8&RQAzYqvYt{%fn=y8nn!)6rI2Uy{8S)0avzq@D5s z^*e&BmyYMPEL_ZPowv*DNT)$POY+J;Qf_b9<_qnTP{n-S>!pNg<`5;TLUc`|4Y38( z=SKR|r<~2OMcKx5oECMQ78^KYJOQ&DXEex&FIZomhyDvQ3P&!!>$9aD&2E{$N@p#J zP_8U{yCgx_1+W>z5)_Xq)I@;xk0w)GN$`Kad+JJs*X8?*+l!Z&ceLUG@9onVB?meI z-RQk&y(&`f71S<`s?gAud$O zmX!njP+4VyZlT~fN8y`fR)}<_(H*nPLr{9DfssE+SHI7hRT7383T>VWGhAdtt-&>G z99y_Xl)9T3JcHd;xg5Kf5o-y^@My0=iSb2x zImufUbYJXOH<^Wv+1or_iSO&|{XdHFqi^Cq|4%XAiC;#%n!RxSr|sc4W(HHIkDRED ztlskDh0mv|{jCd&M~>wTj}Ew`Mx0H$k#i$p&xvC{_9<2OTkk!g(P#a1Hykx6=2IHT z2n=OB0mXrX==C}3i_xIC$`8Lj34htlGy&TIU%*X;%c!5RSjjuyhw0L~BxVK-4n6?y z<<9)h5->AC+13+pzi=lQ*k5v)czG13J8sS(4#aM|HH9M0-}cWa0p?7Z&xT*kTQCo? z5$7|K8XI%ZoizEVdRSdnBOe4!`}mctB}+1EYFTUuH_LD*;67Yi^aVq5qt<6@VJd22 z{&$-=%5&5w%WJ%mOR;~x(T`dXL+%r%^e=PV=ZaMRTDsbdxmSOthtJiumH=zbVs6{5 zS8HcP2~lf*Z+-r-HhHI`d9}1IFjMkD=B`l6||0LaTj@&>z9&L2=i*`B+Q@x{CU6{ zHp;*7-aK2`@2ke-Qc6^s=DNaMnM)i<(_CCH_>{=q{QR7tZD}tYq&)&HhUD~hhYgf*h z>9wBD>mnHEf6eGw!N<*QhB*CnG?rZAIta>^@y3|n!;GHobM(OTZ+mqYv~Hn>xc4bz zGJqq4xQtDLJK&(?=Bd_Feu!U)iSe4Tf0=ucvPF|juvbyN8a{+*x>$t<_^kv<*~amw zGw`0ZLAD2|sO?1yg` z!S(eJmwcCfEQhnrGeN$fI5ltt^s*0M# z@RQ@L$4g4&h~HX}vCF)q%}Z2^UimS_-xK5#i?otj@&mv`)a1e1J0ClrW5WT6FUB^# z8mn*PiSJ`|MSop@50-@Ta{_n=Z(p}%+d;;8ZWw97yv>*n50_}UCN7%v$UrIhAUQ?@ zy7%Cpa?j)jk2mksKp}9?$&g_ez(Rd9ix|jXi|DT3vD6{sL&3SD6x689P5ika+724R;O?@DBnX3>?SQ?3$+XOi!y*+eAsnYL2|ZEs_(hSvg+(SqVI7Cbnq$N={^lJsh*HrvOx6*6S0? zZ|uzm_1(($t$P-W@$s0_jyRwma4N!J&B;<<>LBe#RJ)KF&BMUE8U0D}u8XU8FH<(V zVMJ?&Rr_J0=QN90lq$HC-OVHhu7rLjxH)Y6wq$Vm25ZeS8T|)S>gb+9vI_cZvQB#m zq|j6X;u0D5RO)C>74)xnFCRY=W!L#S7KgnyZ-0XL-7f4D8EI-1B}tt8-ce8tBbl85 zhaIl-Ofj*)pz$m|@hw*u#=pQ5Uf^MJVkL-IEo*PbyGmPA1;7rg$ZkufPc|>9DDIz;^_+ zggjXzykn{|z04BF)HXY{{jKeA6h?cJ?VBy5Fr@O9&B{pG42zqK8t10yNN=LN{#rw8 zm1i9b=G+F#j|GV;Iaj zqS1*|GcfN#(65bANSHDmlA?glA>zYHTiN@&0dk|LCslIS?J<9#6d&#HBBlHFRt9z$ zf03>j84?w8I#J6}xcX=V=@=DqP8hQFjk0Q)!S}?rS1sB>F9reb_5MD1MO(l#u}9MK z-isJ=7Yw}}1=zva^Bwst_Utyib~mbi57Of_>C|Ar32ujUYHdTb?flJmubvAmO6{Lv zla?A@Z9X&r)27;@*MW}wPoK#T=c_Y@>YkM7h=W}j4$-;FQ}sHC{1VZx9dz8MwDKDA z(Q2qeVr|ep)WapM;_T%|f~&k4PRB;P_6d~nwtD)WpAkJXoD-)-IvmE?E`-*wf$t;y zlOueNdeU;^<@MIU;JEra=IBl&pz>f4uJNP%a0iR~%YKa7`cU4mNlSgm$YGCPOB zpO7Vc?(re)h{wI#*h8HwND?^B&2WAM?nAwt5&v;sKIx0i-%fxtXOJ@Ki)hw1>T>So zX5V|@R^PTKtk8lP(Kbd;Q z6O6!!eQqFXCuZZ{H+`bgba9pT(fsnCe`LrG)FrQ4GiQF>QEulVV+P4_UQZCdOk*0Y znw_{+w*zNsSB^mYgEHljByDA3h~yI^<1X{;daG#&@L_-TuAdy|1$c2Z(2LPg7psG0 z`mGBVuTv3eEN0zv`mf4iw$JE|{6RY>k)5|7QE{p-Y*_=kzt2`=b2PssJ~EZo;v>PH zimDkV)yu6ZFP9Z$4s&jfLL2xCZd6FbJrYrCiW9SgQ(Xkan^0%-W=NX2DtSfi@mfmE za^W)p5j}(5!l<_!9>C7ncYygeSLSUr$$_$sMBPq|@ic|j8rp?Z_S}YvFc|SH|4h71 z)d#a5amNDK`rWc}NsE5J3ol|qj&HQf&bKdoVkxwO_Pg8BP1%B}#>zxHHrBYP%|sUp zFkrX&oSW`DQZ5!<)*t1>(Be8w*?d2Dk*&Em0$xtUC`tu`K{l{y!ud`N?Ka}ld}t*H ziYQVp#_g!2C=G}0@kTV4Yk|F`qH`4K5ZnHV3u*SU!hP*KZ`u?bSwj~E&1XA7I_$@+ zE#27=-wx^N7G?gU*Lvf?4$-@LYfrh(5v!!bqwqKy3{t=kN}7t$jgP42fA&V}v^|>2 zn<%f7O`(4#v}yX#<*W3%B{oOuvVf5C5w;u;jSZ%(7Pe`_q;M2z6^0VX3S)jG3v;tjP# zQ>O7#WyJ)gy}g?%bUpr<``^(vfGeWhZCbTN;OD^-+{hXORC9EYa&ID@S?^$A z?hi3{GE$d|DF^RE+U(;=ul$1+8nuq{gHO=lkCuQnZ)1&@gqF^@Y{x~vo+Vx~S9ab; z@kG6`3l8Hu49qD(x%sB9dHcf9>Lr9d#i}V;)h+~t`9eef*hB6$_7beN4pzOK_zdVr zu#Q+NH21Mgp^s${`^W7@c>9dS)#iXbb!Rdk}Qzt$Z;fxIoY|k>?op#!Si2dr-{FJGLv+Vy^lwT-ID+eGxFSa5 z9ZUzili{8M$i4t}Ok6lqBss$#_%lRdoF0Xi5|gG>(Wyvnq$@wxl^yRIpUnMfNL_1P zvKK!>s~;0(`GJK_6fMQ4r;lejDms&pWu%|XQZNMnB-Y1R7vt;AhksnA&LuC2KX}2WYJj2&D8##{*-bR4 zIt@VPiep?6&8PElN3;{lC^Bix2b)j0JzI+CZ~3d1>@M8}Rq51Nb%#(3fz(W0lX1%_ zpGy;zlCAU+Uy4bBViLro8qX}n372q_g}w;6#w>-UGQ^{VBoY_k*D6 zQ*^@ADZl$Qhkdzxx+(ps!Fj=mo`OEPMzvePv;T7T)3EUzC` zZ*`wTKH<3o8QX9_pUW8To$M(eCUVy+zmUd4K!;3>n5;KP{({Z#`BY|}uim~Xzr$DI z4z6S>!hCB3Rs^eUxpw+KBmW`6j}9@a159>$o?of@VMpc;Z^xto&i&;3P34#|XTxMH zE$j*a_5t5&Rg>O$638J@_ghXEs_aIYe7H7?4@G~=o_L5Fn99);H-Br*xpvy=e$f|+ z#_j3A-8i(7_{3poUToQP)_s^vSP-J@9XIy)XA?1@M-o5pw)-Zj$}{8z1M~)`nlyex zecR?9N%t{1)TLujPZp^b+`&Z!?xq&}K7Rc1@^vTjo3D08e{<4EmGj<-_omQEmGd|y zWO~?<{p!XsCSG^l^;T{_CWh=x1PUEP(aN|%K%>|0`&DC)amr47NLn8hpl`k>i1m#o zI?o84g5JA5ceA_xVEmoI)&Yk5ZfZyUc1k)JYjwjzjy1H`F2!-NJ+SzX-$UJ^H?<$i z_j5jfHTigJlu;H~l3?1>{=po0D`_ocw@{q(v~glbZo=w)n~#o$-jOVakg8;z9dP8*DZ6NWEi&fRmNbm7p|I7MxB4`AngN~~w>6na0xmfgCOpGwjht7D zI`b{-Bulav-}zYUk4(}^et9U4>%H*Va@e{&>5ut6%|E03bO zRicKf4t8570rye{ifk-pL^m&}9_+?>&cM%@2Wdy^#@IIB$8r-D$9~xwRDn9qX|nem zwb&eR7402^JF}a&EZx+h+|aMV-Mos|L4vG~mr{Op&4=zpSw3!)$RXu>@b8u``H<9~ z7Fj>kow9NLuLh9$A4#v0((&cq%0uB}Y4eUKYG1tefHkUQuy-%q3wrY?GW{&QMS6HR zYDr9gD8Y`-PHiKDQu*jdA>|hc-l=oZ;*j0c?69}V2W>$wp<&xi{`w=CcUV@c2)y1J zQ+W*3y-qqKw|5MnQry?GYnkpoH2Uc=JJoj{v4^kv&D@D_Ppn36d}^DX9~L1qxy^}C zoZdL{uEM(A)a^AQR5e$yf0qSXz?MuIXx*J|pEq6EZ*G~b1o0AatY8U+g6xuSb5p3T zIFDz|%3OmgdZ7-)KzU5og{{j-)p`4Jq_zTiZ?B-c!~Kl8y@3|SJC8hKJ+7egEN|#Ty%w_F5WhhZT&dk;`%_ri@P1+ESz?`j4Q5&g zZTVZUXM?2&@aJh~eZcKKam^`z0K1m6aqs?+TKs)5tpnD@o5o&HsznU( za3p-M1>Sj}!G;@`oFH*Sq)y1CSyh9*5c67LOm`n?fezsR5*>l~>qx*-R=sv)}CaH&Y^-+ zJuSmTrRp)M69#RJM7VHe_FOr@y1>}Z+A=9YpyX-#_}yC&Pth0t=ArpF+`~bZ)%Wob z;A>2JetOc-FU1W&6;6H*dv(dMF95M9RWl1kq(W&q>dNU!vj5Pp>iHWQn^^{f#kAN* z4Q;O-It+^2f6P0M2!^hck5y%R!p1zib&}TpR3yI{sbwA zt89U)BFGB?f8Kz&s>E(g5#(OMRM=g&hJD(K^S54ZP){Wt4ihCRLWk!^KrZ@fd*7jOTmvw0hZ zr2Qt+d0gah9f&mi)B@TYVEfCtNj4>4Qp}Rvy1tnIk|{Ken*$HX;q`+;=zo(tF~z){mp z1n(%~?rM-YH6JeXA>tp(4OhQxr{4p|2h|<1_fx@I40YuIgi31dn#;7_&%uOi0>sd3 ze)@SxF&dy1s3|mQ>frt5`%(XHJ~<%_Zv7j5(Z0#rPq#^AY-Ca7pL*WXmy2Tm<=@Ku z%Xb-gO~3Zn3$WPkcZcthdKZmT3`C^Yi{vjH~IT=-cN>g^prhqM!b{fjIu52X>pV4 zYO#~}iyfn=Bb;w zP%CU=(uc3+TiT@#d#S~pF~A~P>M_l&$IjxV&>z%p9jr`?v}+`6FXbHha8;cd!_7zg zz)~$FbppSGj8cjE@fCAas6Ag>w__GpK@Uj!o?yXAn|Rsq17aagAO2|A83vUc->}Gl zx=_Kd#K}ta8W0#JsScV_P{AuqLVO$gc5g$c%2T0_IJ39}N1%Y*J0BqS&%>l1-T3z3roZP>6{%Q%p<7p|z6E)nlQybes9$ z5v}zj;w+|xTL@>Yxlb9-;DWjWG170qPWs&a;T&!Kysf}_`W%_^vU7F&%SvYD(seb4 zYGa>AABox>?1OrprTJ$_8VrtAk@|PuvAN;VRKeLixP*M)Y3;IL4I$&y%0CH1A`qk z{NDn+NI(4cT6!^K^m&(D?ERi+`z}S8GgR2CpZv>=yPATIcTl}1%9uhI`kH}7h98F+a9Z{s*K_>I-w z!&v$=4E*~y6$s**9J@V-+4Mr%=6_8+=I%EWFVR(XhIDX_SSIhh+DgBMkBRQo6i6Nt zod={nw99r7I)eT#y=W=gfRTu?r5~zm9~uY!nACzmSx(YOrnTZiDCW~cRwn4RAn6sW z#wKVBQxY{;V;JX76zZIog0#Rcq8{g2o$bhehfzk;2bbRegOlrIGtG$n3Dy7Sge%Ox zq1NmBLZ0YPXLg+O@bV}-ZJ2Crm93^US?6S~X&>HmQhwmL?!lWGrt+CLl5b{cJhiYt z{qph;SKyDc7R#Z&=Wh5q-%=T$7UVDIqolO|emcjN10@j<(|EyPrBP}Tw$eK%dSNw= zou!tiqN`gK@i!ZcjI%q8snf0c+up`9Rgm>_0yBThn3feX-XkE-3Q_Z}w zhYs9&*(wQTHi0P*vWSuJyH0(8cfFpIn90`$b=J6E$aytF9fH>#kNo_k?gW-q98bx5r|EASE%@f_OAHkO}~e@6;A~D=>x_C)$&Z@4l(CTsqz)@9I}dG4}_5 z_%k2x;JS>oiQJ!cH`SL9f`W(2$%jkI!rT!>>OxK#EbPmlg?2hb@i_g;??~vb6u$Y% zx`3wYgMUZ&%D#8Awo#)^&2;EfhX#7}n#baIecr%8u4~-dep};$LMCjj7YJ7#eOEbj z{d05W;GVHWt6PL~lpWx8b^i1dt(9O7( z0DL=mx!R+a-Dy$ft=>a$1%?}IHu{E49295|Y{IKNG^6X}FH5vap2Y3@oDHDX*uwmf zZH6K1uh zGxH)5Ex#0j@`)l`->Kj_$xdmPCJ>PBpZVj-$R6W2*R4Mnid})}K)T;NY=I%l-?bf!{#0 z5tLaeR1pbuqI@^Ktd=ab^;)ONJkG}NUXotemG>;5x9Fd*ePP>KGQY9dYq?`vz^mR- zF}cxs(q7auX3)Z($AASR&$wYQn)cej4sU^Mj~}larx6m_lNu$B)G_OykcWf*2c$x+ zvgNofqD1V_MAfZ_tkw$xmD?DXUX`2wrI%%2VgE1c# zsr7h8o(w<+*9jk4_(6iJtsMG|6|p!!USKsgs2mwkE_}4!O4!OL#;>+J!v277Uq?_8z5T)j-OV^3y1z;0SnIf&7?@=cxtaLcTAyA07grdq*1*WP|qj4=WU*gSv? zf7}rvenx|zLa;->#3fq1#T1zlZ|?CfW1AeP71ei?c078`@qfZfZPR6|Jt;Ic84)V* zL_2gvC0D=OZ?C2_F$iONl%&@J9X{)3?WE!LPKSPF#rQ4nR2BJmHSS{{e1|Ic4EaPo zSZ|#?HP(6Kd%}&to;_dTYrnCpnTJVIykCBVuAs{QyY(>Pmc>Yz!*?J^aack2DXYOz zS8%5yY9lpQQ)`s|=M*jB&UdLWi<3 z*58SXH!PM&g=S7^3Xdg^UVn2sv?%M0PIg`CyLwsSG4`ojhr+`Tqq9Ijvt#C>f@5+i(Y&)nt1nzTX<*`zj6zc`1^{PxUQD^a-Yd3F?lp@1F z=|t)O&FgjPkUVNB&+-oGb4y&4nQhQXOza>RDl)WAI8vk?u8)=`Q-`~lN&*#UkX=3S zx@)0ZKozMp1-N4fcLj!Vkz(%>w(k^$xv{)Iv?=KE|GrAWZZ8JEcV)F#PQdfW5=^h5 zJhEdIzCRb=-zR0+L2_vY>J0RA)uAxCSADH%s?L~W&(P_I2HzbTg+JeDxdb%vvvqHj zPZ1zeS>X5a^`MRUm8aEJo|FMgw?TOq0LRD1mNvNiC%4D3-S(Vk_A`zMi(Fcugld8nZDu z`cWLbU&;m8w^N(8#?^Y8Tta&AdwUA@%muOI6i4}$r6Qv6ZM=S!Nop0On7nP)=FEil zW3j`M?KlJbtj1Q~*z?D*x97sH?oO@8D7FvMft3I#YHp_e?i;dnSZb@EOZ;b6%KYEy zjA4yh^NrS!RdCQkC2nI3%;5N=y?yBWdTbn)_xvV#mwj^tlCHRcG|8->dZw+^XKr}D zZO5#;j!^GB(8C*JyJppg_Q7I&5$D z17lcT7IqsMjj4~PRO1|`{1+=cDN>c+i05{o_D-D1Gvs18u61}hh;6x3V(8N;*9d+` zv%qsF-iRuhuQ+j4e-hoaWlXcBf~)P9Q4hytO|@0dN^};Fr%)t$nwSWc+eP|mC70Sl zj&vR!wa%>qJM@!oNMXSu(SCMt>L9on`YOEhBKvOTpm$YUUZu&63Dgr>%SHYXI7^h7 zh5d8}h59xGZ?4eV59C<%C2Yv|@jiP~CM(5%%lOC{t1$Zu_AxetbcIm}#)?0zwaR%i z*SYzi1fX?+gscQ27Gfbh*Ep*xgaa23W=`!p#73P8#kHw>`M9(YW% zXpA3LN^by4>Z{yxHY+bq11huu;Rr=!OaQNb)*NLgV1?tYWyn13?#_MPK{X3h_!V}? zCM$0uggN1@O-LYWFURtOgYgN6Ql8z(TCyt@vTox-Y3*lg{VS#Z=?9TAwDcKOBgHF)$vqx(G@qB7j=VdAqQeQLS(KUjI{H!A%2N2ABmveLR|d;iNgOR04M*)6j|8cqh$EhQSG@@ z`X0RI^yR^&w0+MV54(KmKV%Xfd`qcTrtGMO%8{2Bqm5kl?LPbP&_y4${m$=BM_t;f zd+yBR{}fN{J+*UZ>VG?RAOG_ZElsxmf2>FX{sZ2ggoq2j+LN(>t33Go)@HkmzdENz z<1@p14mF(2z7#5qgYiGGdmA~q=O(WR{Vx~5)H4B|!bRTQUgY@=zp{gF9;XxUwSO!N zetoqgj9981*W0CDP5T#yJ2W@10&UW;Sc?d}AQ$=9n%#aeR1^q?_})!iV%VfdWC*}V z-RrzP9bN_<<^c7UA5xM(V7k)qJR$lodZ@$G3nGyn0t#k0!>TB7U zrTq1Sw-$cLdQkwZxO>m1x$dEkt2L=J2&Ss%j=+Vm(Ha8N(h#W#6W0%EHQX+t$rNM2 z2Ukr4W)#dr&r0&Tk$3%qai%7JFHbXUO3MDkrK52!QHXlVU0?L%i@&71KNZe#k0u(P z=RGWUg`_p9Ck%E**m9F!+&=avb1ZA2J!3ALez)C?a6^shcb?i#;J%{9fcLWB=xILC z2DnGOjQAYmL#aZ^?o*A8zWl2(u9xEdLQU&p;da-TeJfk3#ST%b6C z)>gmucFQK*wJPT4sGaxN-dz8GfI?-FD`pKn|%%O?r zTTeC5*z7mslcap_)eM!j1By(!Q+cbIH_fVF`XAvb-ADCWCIpNHf-ZAff(DhrQB0G}>p%v)bdO zFV3hJm2Z0fIo5%TH*;-RHNsbj@fCIWDiXd@ir*Vyy1Iuld=_}8zI3u5t#Mw^%+JH} z>nQk(QkJ}Zy;?iyQ`~p;pQ?`m9q;T1M>PgVrDImu=1ffC53P?5ya#`6@_LxgY|LWXxwvt<7rr;e;iizw`$(m`d@4z$G4ngu5G-P|NGwo$-mSM z8AN2+TKich7S2;e8?vI@(9;wvjRB@SE` z@qvB2KjVh6mSTcwAO=51xnKHHW8t};Xt6@ex(!k%{Q>yjH&<;HoPE_+Yj1_ zJ34|;FwXi$gQg;pCuiceJyyus!D36d0hE6VN*7DdiHrzPkL|3IvS zVp}WmHPNKZg|D|isr;CAj7wW3^IldWV$lW~^j%+!75 zQkf@zOE0HsjwhA3G2^rR3*Vt-za~rdK8k|o#?a2tEHSays-thJ-C=20cjBYpUV(kq zTjml7L*)~d#8pl9vy~PFpbbCT(oWVH7YUaxutc(^p3|CAcs@;aCu++Oe0{!b#0*|h zXXk^{qN(r1$X>xQ@>?XWn|3qogDuJx~tiF&cKnnCUplAD6l4D_Zf(=?Vq1vR= z*FX`v1iUuC(Iw4`Up_Ch&ufjdbn%T|^Mn6{!ow%dN0VpT8lF;EoL z`%5tnE zgv~K$l91EZ!J)U)a#q-i*ui0Do1JX??(_ZqzJKqw?b@~1b-S+D?bbKY#!a5&-W1l-XbKBkKJCy8)%imkB)ZRZ>Mv2%+B zPo_%^6{OK!#@6k-!s~OZkc4r>?UT5?(V0_yUD82*!!D?RC>BZ%xA}p_PvNhpEZu9F z=XWglV@gd??hO1IMITz-z;q|HDu{Pb)w=z!hRP1wHA)lk z1nGbHvbm7#rH9Q+M($=lrKX|_93MKxRfSbBG|FjhC!8089oUXz@G^6Zloi*po&V_@ z_lfNNfyww+uQCCoTqdpm|>{1a~M^6ryMW;0I_=tq1#vkFCN~Zky#x>6pQMMVs z$G|S&WHcOj!V{^Of%GeHYamlYhCs`2Db2$Thp+{rXgCC$N{E_5E>;BM>WL3v?3p?mah}q{AxNaxr1gCygg2Sb(|GLbnINM8Dh0c z<%|gNn%_Dxrew)wdn~pDrfuFqQEr7@#Q%RAybXrKHz_8d6=iYGQIhA(Z>gyPsm z#jV|t1LFo<`#Rj{el&;-_UAFg+9pd@F8*FCzr_wAWdMnHn*ybvGWjq5P$3#{9c%W^ z@cO~mdS~4;PxY`9$?$|}eU0G+jp3?zcc2_j_G`mtEC#k&1^Ahw5)?-eoioVIP8IvV!%26dN&fH=+R8FgrkaIM`+&F08c zCHD+Gc)6J`jf*PL)r?qwZoHDM|!e@=F+oTn8JSGaXtrohbe_ z2B;|~-&>3)jsfqn;^mOur2_wT34&RKw2H(Pajm#l>-YgRxXEg)(u9-bhf%07rSh49 z>VaE5-sHCA`V;jv{`8z9f(VE2yf8TzfCg)yChpmh$X_SQi1quZJ{mY_2N`dm9GTF2 zge_f?>2P5am{gztj5Trl2%g@l_jl_YK-n|syYQbNR05aym;WMey8-#M0)5{Rp>!HP z`B|;C%cX!l7x-y=s>~Y%&HJksCR19QH!_|UET1nXs#p(8NtWp}*7&J~)5kqk;(Y5h z!rvFd?Tw_YY<)D3CO3*Tds;wttVSsbx6aSuL%+xJ5SId0-kFiqAE6Q$2z3`p1%P$K z3jxmQJDn+@;(Rn|6ahLuIMfEU`;YXD=9-~g>^obFoF_5Eo0m{xbPREqK?wEb@B?|l z-V%bjCPq4%($=9lc|rmki3RwEb~zL(}M-cMrmYZ(c)AFo71htGm-s+5GME@r5vXa`|-* z2uP*-(Ci$#VR7lKYc-;Pw3z*$6h=_`y2OEM*TVXSEXQRxy4j+0g~f zbgljh#8XipEtGVV`ejSn5WmD3Ova`X9bBt|W_lzZ5|GaH za{T4U3jsZn>hQ>W3c+|4DpO;V(riFeO@bcpuB7kmkqXjN>GP6QVLd1@vEl}f9a`R_ ziCX{vp#SIc{s;X(+~?yRdHGe68oBC^xye#^QCEOx%gdonJcodyn_}tzBMXv8| zp0qbKH0-I}v%L9y_3TCLf#|DVzHL{3^Q!6&qk;ZrH&(>-n#9p7*l%buvqnU3xNe0=%>*d7f++&dz5!f>Z(K-Z{IynL|p1 z@yh6sw$D!{f_>1X7cA#r|D$3~wC@Z`Ofc11l!_k=ID2s`Xnt66zNjQ|1d;HRHx);; z11s(jpL+*ypYFIn+Q*UJuQSzpx#x3DGas*`CzDyFzzv&88_7o7Z-MK+_Ffq;e)K#2 zZfTU;ak}&l@=?Ia>I2-!h?O`+8b2`5<&xKZRpR=?K;AWtMp|u?ljpvb(L0VGw1)4E zHyn=j1QdLP*=E1}D?UU^AKkV8!KNSQDF2A4g8aN$!u`ULkOQ|EiMQI; z7@yx^kp_%#+Oe>qgAWn(S-5%S+=qEf2m>`3s@V#eB<)iMWZs&z7ad?jr*7U4v!>X>>iUTOeywVRbdwN zj+Yy>hxU`-7B4JOT1*)qWln()sU2*6`s|~n(`l)xv4&#mw>&F{@^PauItZUMIQUWJcQV7g{>eV66?=U|QUGe$aB%_cE z*WOs^RxK||RERh(GLSj`R8&!f)l0Ym&xk&PsZS_%nj2h8QExBCuO*No)LiPN8P5qx zJ3tO#P?fzCe=Lg|w=2pF<53(P_@d_(aS(?6jNKopHku=PS7OY-Cu?IJZKH)T{*Wb! z6`bCu`n;j#-kJBP!2C16h1744KeLNRq$+15@L{xi&-#Myd{3kR6Q}N%0ujf>eDFGZ z?$Nd1Guif=>NX&0L*vBf3%epr&z;dOzxw>oU*iI^j54tP?oG4CsGpS28p%#Qo{m$M z#>a2q49>6D!CZaPOYsL|#5?ETDjd4m>}$~$<-PXzbD+}9=y$Ds2*=C0SO;6_1{cy@ zS!UIg3EgNo-%-t$_jxbNERmOIMY{cvxOYQwF;$WuQxldMW(J-3)*P`Ee%!3^ImVV( z;-$IwckO4WHn#pqzuoO(^KkzYe@`t@Bl#RNm_>dYb|^L|S)yylkjv0>#x?Ei3OPQAKReRr62VmG`#EBp za>q{b3woH{jAD6jR_rcv%7##p6@1Lhr>CG3`ySMISXeK+^6&oZD%^?Y_m2-O=>m`5 zC!l|oF7FV&V`zP##-C@T{?Y>OuHTy~3ID^B!p`s9EjZm~a6^F9iW3>axUvjrImXA- z=`|E;pR0dgi}--@&^&T>mT>gkNr zxiV!`RZ(f$uy`LC`ZA|dl-e$SP78ey0zP(ce`pp-YnacKz$4ZV(VZThCucIj&Jth& zk@h3NSx^ZkL#S6oEcbCD)OPMVBQBIS^D?fyC`)g6(?*GZvY*iH!!Zwm zjbwA!56=TZ6juOkDyy9{-|642+YhkeEi?_o+oFFbxUaUd!e_|^Jl6o$93f9){LGOm zn1e~1t$7Y_{tl#>9s;4?YB44esf2yS{v~Vi)+1jY&Z}CXY*wlAgET8 z={C^P@9_$BpzT~hnPVw$)_xd%b1&@dGqd!_CBQ<#oc(cAW}Roj+@1=P4*WZF=F>b@ z$Z>-FqIOedPNmRjCLDi+Zd@=ovt%M5p3C9o4#3D~=`d=@Zu0Gi!xkZ&?qi*(yMfIQ zM+P3XKs~NixKr-!V>FcNmu$hingkT`e z#iC^Mjv=&NaiZe(-_!kl`SDC6XXH!)?0U?YpFNa0`|6Vqvu*OPet+L9YR-wS=3>Z$ zt|41#DERePnE9BKGoLa)#Oa95C;J!7n7>DIr=-=&4%nfHkQaO~eF!BTJN73~;>9BE zXS7KB|85KJTpeR{Yd`xyz)*$&qn#30DRFITtWprMfxWEW5I<8|vJ~86j3E4(-9_9A zHxR~7&4B&phcXSTNROc4_oMmr1{+AtNJAz4bZF-g!z|+E>X4JM9OokK!_%qOud773 zt~6q0y~Q{xZU$1a`8(iwuoC(C21=6A?w^W&NeZL2<;SgEBy>8cR zk1RQ1ZR6qkk@C&h%~)oQe%ETAkOGB}S1WLWJZopp52?X>R9TW%4 zAg8uN3l<7sg9E1X7MYF&LwX6^XU6rK#fD*l&A61nC zi65AMu$}vyt6!QtFwU!P1w|FYZ4rP^R*6H#v2qIlntTi;MgNYqgCcuD)D6 zRvmUs;)jj4fs>x!7iXv5C))P78+>R_O=)ns8CR$3-KCy(73i+TtfRf;xetBcI;!(Q zaB=SY)<^%Fkq4l2Gg{1n<1ZIy&Yo4%wwuJ?oDV(N=&3o@T1oQxcnspqKjz{HFSD(&-OfM9^70 zRXz_BcP)f5$w~eW|C{%HsYXe70E$2rAqf|kvJjfgMDSnTYC1xT`4ng2`5KivIsmgE zn{LQ816;H^l2b;#Pe#g>x4O}YnS|7hI?*_ETcr9W1Xg>^>g8OhGy~}jGdKCr20W1G zgnNv%5rXdDxfvgH$V~Ma_?g`j@LLr}W;ov9gW$`Z4WI+U{{l8xvjd+|4k*E8W~6ev z!f%QUGAw%SHW4>0B>%aS;-bnzUSiJ3p8*PDhwva<@Kttv6+ns6G*f79(0+xj>^ef@ ze9oeXZ?afdZVJwy{s79k2z>W~sNw!#mw5|GDRmUqmW$uhdtON~ctDUa9dVrIFL-z#9AMM}{xr=$ z)}LI>j7y)6@XKP}W2!m}xG$&q7=?UCTJL!*J4k?;)mWkjbWfc-FEmbVqxZHDe0nFz zla18NpEY%xrg5*~{zWC9pc$;skLDBjUx#OK z(~hdxmt;qp_PsFCMYYYM0YoEjoXq-TAEERAhtu-n|F1FfX+g<}qy2W{0*g3o>jw{y zlYJjwy|+;S9$CHK{bO&?i!sf{n(tRM%kMWYo~g>crJ5XmII;Hcnf)~`m-Cbt-g6e) zm$3BYSQ5DnE5NNSx1sRfTX%YSD;;~@2JqK?*Y*dmUM5BVy1RmS6g}tHTT9w%`u&U*)6QHq0RODm82fE*L^tmwaYt4`e6=%SVN)?DO>WG!*ak8$ zcHwr~PZOqky<4_(FFlo_KWP|JgEOrbtnJJOxAmP19bd-xN_&Pm?7|l2u~kggBN)la zX)VG=sDk*$!aehCcmAB?O-_@LmOf#6Cfp_2<YZCUbUwfDD8rb`3Hw0=W|Gs2>Jxe-~}K6t~H|4dLkyHd5#MMD2fL+{{I zBf7wW;d|zK-ar4OK{CQ7E3fgS0E*>+6XR``Gw-ZlZn&4heBHWI(~Yh~cQHONa%MLX z^(VxE_U0$J%+aCM`jeOg@=TOpx5b+@t_63p*9`l_tKoHHvGDN^X&J=hr-e*OBSqq< z{DR&=1HChi-PuO|SAp-}`F3+9ZO9Kjt;p~nEtgN))Ec9=5=@M9Z_9Rk;oj}XiuY^k zD{9eNT_k9RN^)3=SM+*ErBz%1#VkV0$zJ^#k5jQVBR7S2($SH)A+F6r)#-Z|YYp$r z6x3CbLv;Yrha5blX;k>ja6yTkp>H?13TgqarfEM9cbc=dhosI9IVIMc5!){qHh+FA(?5$w=<=IItA(pw+Y?q94r*y_4xQ*>exRK(E5X?u-m_!WWUd<1wcHGL1@DWfolA>U6|+r?gF@wpNx{J0SQ4!1Kt zPwq_(Ka?9TQ=hDeu!-mjTN1LYeL;Y)ySl z`t3b=0ha&)7g-I>y$~<0+U&4Nnr|Q|^vBhO8OZ6mE#L&IaJbn&_InCNSH%s#Z?vZu zE$XrrggJ{^D)nYG`8&{pzz!DRtI{J)qO``=jpX6xvFT&tE?!4=D<}@wId(w$YtH5+ zvE-#p+S?k$=1GZEj`xi1Po=!*<6Hjp+Azr;^d|CAASP^G#N?nUiNm3mJ{mG3-YpNaVbF>ks?-u}nVwihtS zO;rGJmlr$bZL1+MtNt#twxg@Ir4P&nC6hWH;(tT&_Ot=}|4E`S+c?}wP=Gto-yLWF z>B$nEK=P9AZnL6nnDxb2j!VX=k4=na3ZGC)Uu7WoU+24CF`o;`;M`Cas@wPtnDN1A z=IiJ|``EfY^Qy)s{7~CIGtW_xvFV(B2ETSbmt36@SGAOjzn9X`zJS9sghHi0Ft3It*@^F0tL#jGUO%$?WY{{Y2Z)h0 zEGK@XYf$$lLH4@%?XKFNsD_a5R^2Qq#RR-2KD#44V#bl9##WB3#C*9%-I0W?sKn^> z8_M9--oXLU1tH1H7FA}^)x%O>p)T2;a#$&sa?&|F)b?;-SrzhbH9%zCVZ3-V~555jsZHlh#jI>rT@{A|Em@#tQtD-bBp1f@34kkHCdF9NZs7~#rLqmG`!|ph8Rl~pc)a00i3yVB8>h>hSsYjhkR$PK6 zTc}Chry6_w-uvlr%(g$|)Mimf22(~x>{TN2DKYD65Q{C%_^tDPe@vkDFETt%1}Mit zT!j+a*qd^WvB~f^6*V$8Jx;ybqU$nwyFtYRmo7`L;5K{WHdVG8)YQX(?YnbUwRvKs z)pD@Sr#%0@nz=X`=4U7a_iNQ3yuGrte zDKNHFcvl;;rD#EF`1_Nd&6dd2k(Eo4`Z0W42Pd`h4OY21DAJSA1T74~&n;AG$+0s* z0z*at9!2Jvia8k3`1Du+kY%AQQ`o{Bx05D_sDHi5dKig`s*Cfn0uaGj0myMqphY{J z#UToIPNo0--So%6te~qieNB!C5TXK`Lx`vSiFFdPIR*OCF|@lcD#D({@Og4Qvi?lJ z!r)4bbOWzWVoN6JU=Ud)9IHV;jfh=ebDqT_NiV8nTqNV0ID1#(*z4qTi@FZ%9V1Y! z@~oFBA!YN*I*7Clme9E$AXA8|&J6S24C|h=ZQM(gsYZi1l_U+0~>8!|l9Sr!aJK~IcY{Amc=q3w6^c$9; z4?EU6*6XO6zUvk+w2)wdh<>`U-bO}jWs?!FsMO55;LX^4FQ(m9wdPFIoT#*)(tbgF zyQy5{gZSNNy2LKE{J!xAaaYyS(v>+o zLB=}oNRFv_nbhmi7YA{F`t^K{BjWBZT9>RedVyWt!~rby}~Hr;@{ zCMn_jV7R2(VHdtSA(n7I|4Ycl8fKt*2FrWr!QiS$ln0!w2n`=Jl}#e}xk#Lz4LJ&& zV_kp?AvwWFQj9k}k&>!wAW*Qu`j1Ey6;X|WU`LW>50iBVyhuJfgiY6f zgQ9(kNaO#ks5q(%OD|&to|C*f7vil{ouM_r+Ths#Y6hnK&C#%>U4G5?rMLORN>kx;86=gzY zS%2=Y=AZ7msq6H!f9yP42~Gdfsk?ta94C3z6e|5f$M*F9QOWyBgTDUp~ig_)ux+jYu1w*OVSuu;DN=+7LW*+B)9gz9iIu=Bx(LEAVGxk zST6MR)2{?r4XXTZrt=g$6D0nWK1(>>^$;cb>2>_ISY0=)!Y+Q$%Z-4tPpRWdN>b#m z)M}3Hq9g*MRO7F)^~sCeezY)Pe*w0>T6F9HO|cua&%eX-Anjmxm&+Bre&M>hPSzQK z#@5~>$AROuC|(jXFgwYt&GZI-?$tW74nq+%*>LV$=$gFBipC@f<3heN$L%W#9S4xa zZ3e9!N#u1|0b$v~pAiQFXhPVEN@z(u!&@?1e`zeo+hIVM&02@4qmi<*k0eI-`Ly?oauLl27T7*;(_z-jp@_&oA&*dQsoFqZF2k`seKV?S-ZY%0EBMWk{ zq*&y!>)9@@HWyxHy7{QoOrt+|A2B$gdE;7f;|Ig>JEy_Ks57bW@(j`ph|fl1)OI(y ztP-bur}$(+ULI^12H_y)ri2ArZzIHy8y{4g&-q8M*!_O#obLG;a=TzaI+^gPcsL+E z^Vsn@fPdGPG2#mZ{*Yf6-uv&doW9Ob_^s7-<-m=a2hgi$qUul+a|hFVI;!KZj`1w3*K61`KXaqIPmiy zzg?)?Qy*I|5uOi5`O#e>FVR&z0WqK*WpOo=j>jFb_c4- zg;DPU|E*-2c^r4Xz5o?;D z9n3Qf$=qxuOh^9!N!zE{FNNL31;lO-AzrJPLM}>g-5Asj<%9}d7V;JAI;DCsw^GUK zXIq+WfX0(e(go+&W*dX;$~Ph<(D$1k&xF-Xiat*Y-#utQh1e>x@O4&4DKFsajp_p) zy88U+U%w)?Fwz5SJ(poXa7cH(ddRq!TX6g09>KGvUI!)m%GB4~(HX?VD3|wRKl@jA zEh3J)Ly3FxAtvd+I~%?v(_RE5aEntS-2{B@jLkf3=X1j~ zc$U5(+4CjNu{i1%XV!W!zX+}ub+eXhxVyW(usK01r8(&y813D<^;5xv%rmQdl0?aU zUUZ1c7(s7Hx!5AjrL#2M=WPfMe7v_aGqVwBNeO%s{BKK(5r`(4K}CF`n6j0A_H!8P8`TnEX};BgK@vul=tRm|MI!!Zstc)`4c7#7p=nnu%X`gFty}k+dHmL@UT`igkG5*tkS=M+ zs6pX8A#Rm=iYZMOV!_3q9Pa@uCPFI8m#<8$7HmX;dqw!lNc|p4^n}5tBz`bQpv{E) zM{4T^Gdk3lO-F(YkH@dHQq_ea@9eq=Y>LF`VN3`HTdn}l#S*ae#(>dCQi!^68J5Y= z+dM=+kQpiQ-JG@96rRllbISY7>efGzu4W?gZ>_vJAOHPICi{AMqz6@Gq>czKT$}kl z;$%z_rK<}bYm+fwcONk(vXZ`DlFp0?H*w94GT@kDekN%2+Lf% zjz#|XTp_uNhL@M&lf^FyTSl90VF$78xRDUZd1jve`e>o>T|%}!OkG$P-u|Go%?Z*r zkwZHCKxNLx{$o<#xo&>P40at2}li0P?^b2E(9YWgo^ze z2tG9oORmraRa|1MIs0!?+m3+|sy5;kPe~vs*s>t;v;6UCmkFsP;Nx|n3$@J6%=GtI z1At;G{c&wOh+O1U2z0|)4l1n=`lu}=!}+_>BJ-6oW6MGJ^{-A(wXB-zK*`yCT5(}{ zn=rR_lXpUO&LXVZ`e{9c%7jP#svuzvew{2msmO`NB77HNj(#jEJqM04tYL56qmuFM zc#qF;p=O{cRC+LE?lB){Rs>$&RbbARqG=o}TC=45+g;G6S0p;TYuo_M8$J5F0B2gH zp1*6{7UoCNyaw65()womf^>1KM=!J{{&n+yugnf9c8DdOqX0ehUT;;3e^WECE2|yn zY6*V>|>gdcS8663bCHP`qC@kzO_1)Mj6HwG3rId&e;T%3{M6M1*Z*mD=c3!@h}zBP2VOr?qtU5yGnRGdT91 z`lzQ>Q`XlvM;1aAU5p=GSdzE#eZZcLY6p+U>5a$RT*9i#jY?wxRZ?{ z-OI7o)=SYgm()5{T>1_wh`V2~cl;q|UBHx%T__x|F6^^jQnLxTIsvn!+>84T>#cnO zqh`JMpEDI(BN(%$ZL=X-vBq|QpqIbnc$#JEXD>*0c7ug`SIN*LLS*bEM4e15h8O=m z_GLNZ*4+THI5wNcioB#&zdu&bt5ni++h|m+Bm?xV*$UflN`7RG%S6;z{F}sLetprd z|Ibf-4gUSidVSfSsPZF(_~Z+Gxc8+(>|Rr)8U;f6i@4fJSUq~GkJtGwe3LvBKHTIp z&ua4s=igX1S>XE>nB7yVs82KzXr{R;X$|mWAg(R zAqf(ZXO@^(lwmclVlx+Y>=WthPPWJEB7lPSC;aHnDNyyYCFPUF7t{FTUtp3cf4tro zWbKtRSfvBwgz}xs5vE^w8(C`&D&d&N>zp`wVT+YbVYyA3pdD=nRcOR%Y(%B5LDdcD zr!_ape*CrvHl+JN=bYzgF!5Lk@X31eINEGQeFSgGJ>g{t)!NjSQDZ;%ngX|rf1>I6 zLM<|a@E;`0t`s6{(tKhjt)_!WW*+RCtOI8m(a7fiv-HQ9S1&zZw@T3d~Run+D=^h)&Mo6&QPmfxZvcW(3 zu^6>@qhq76M&dRMt>4J0iHtrGV6MggQ;#O6TKEAj;Cb@wLjA(W>+~Je2FqC8AAAjX z#hLlG)@wXnH&K+XXs#XFy3ypr)=QagwM}Wgw7lw!wBi!gsdqAI(({7jUIU`l^cduH z4SdaAHGTrv)4S0*b0uXWNANls@rw*z?66_Hsl;D#^OR#&*zkV=M*yD>ODKW+Pwbb& zMOq3>PY4rZuo5?5vL+_gssIJJi%%}k*GgfcS&wWOPu}OBWqaq*q=MG6sXRNa;XQJs z%a(&P!K3!E-JDmCCe*rP8+_U3^&&_;{PB8M3K}+_#Fy@#HmzE=D#&uw0aknj%Rnp+ zhJy=6gduLma`X_1Vp$sj^Jq7%+48&s$(B4)kQ=YC38qwL0e_*BT+(xN>kZpjvKsCl^mv2Cw?DH?6?Qf;GddcAY_x))ThAM zhvTl%eN1&P!#-6+QSySo%Bg2!U_?n^!oL7q>}n`&cuXOMD3G>IFk_e35y zK^RZKh@QS#?9TtH52BIMe-d34fHFeIm&5Nag}9cf$T2mBMgW#Gy=CVnl#&|Cbud*K z;PXS&j!xEjhxYA%jK{L=-Y<3JE|_ju`x#p^hTMo>-irIikd}kX-Wj5u^IZ?#Y=V5I zhTiB|70i%N_`hH3>ZW!UAq&V{!~+~Ae~qHGX9BP%JK1)WT`{^`QB4SuR8t3tedByi z&FMKK-Uni^f@i1DT2e2*wMnA-xWlDv) zTXNwqPt1bp*#NfgHMlJ;u`7d~&_hcOTD*m&$xL>7nqtHpdz5rD-MSx^H*ZGc`n%U7 zE%Xp>mG#;MOK%ng1F}8gSA-9*$C@rs0FoowMP+?hC=fYER%e$vCH{z=J4#TVI;w2f zRkj7GqVKu9In_2niq+JSRU49jlw6wg z7q@kES^jveB6hAw0BK^#(AeK*ype%v-!3waD0ZpW!@VyiX=kjyguNmBg*qv7utwEhY4qq zh|}eV2H#E<^>_5H3^!dIHc+R%^be_Lr0SmDJ!ptSi5yTk#z6Q?&aGt&;9+`mx{}Hs zJ(5Ld_otugUSYLnkw~)Q#c#FQy}?5@jzfl`s&9k8gBKo~2Kai16ojh$)eR_mIuns- z(6Y<;FzImP>Ch}B{^zHr%c9&J3!Vd|PY55yd$mJ$-~IioWKB&^CI9Dz#a`*tKORjiRyRWHJX9K#bKcbHw1*Yke%fAz zKp7){6kQ=*c^Q+jA5|sWI6N+pAz!%qiF9WH_UeF z^G?Bb8=-5u{ndw6{hrm6P7`JtG=mdXh5KC8tyo&0dJaom+hxiq-f4Q!+YNIstduk9 ziv&Fa-Rq$~n*QdEN72&>eZTN>-TH{d2WZCEw~{!1np6@oxmr*EIAu>!xe?j6NA?0x zS(f%Nci70{3v%~JwAO3mGp&Du`z*QN2QKP?lsyw5+TL!Fkp=Zva93#Dpg^tn z;pF!*jrq#OksQkv&zaykTFn0{4xbY-%h)utliQG{_xE{kIy-8^*M~cu4&Npbm_Tn6m6tQ!rWP}BriD4yc zThPk8!t-Tmmluz0Rubyf+0)-jiE%VoR|HNW6Fh0R%yPFN#E-99)=8DnN7GO(z`YEL zy)s|;aFv+j8mnLnf#AjtE-{tcnGWi9I;ow1L<;*U1VZ=+u z{YUxt?9+s!S-tYoS#p0+dVceXICo^dIZ{`kJ-@%r}leB~!4;*`xoRoVd~47b{yru*zaL8>tII>*j}< zl)hyPey_GVBB;v_PncqAEV<$~y1tY`!(52}xN%PZLe;Q7x<^Vs5WGfJ56>tVqj@cJ zlst_+ApWf5Vo2-eObycHF9Rp_wKby}(`T{CF<_6$PV7kn6td1mD|$ZfYuoWQts3)Y zzh%?QvvRP7G-SYWq3_x2anJlGVL1~@i!}VBLa9^uSZ=!Rb#e+TZepxpf{dJKL%L#K z!D)XaJIoz_`ZQQOzv9;zRQr7hTG?|#+_^CrfX^CAMr?j51=FFKyg{c>EN{CrM2@{} zB;)~{CfkjWPl6F9DgtJbIN;kz8Gxu>~GvT(pod(+e>{$9BiyB{=jW?(!dod!h zqBG7|Y?<&KmsMD0MhH;k%zy>K&o;~mAt+=KyD6IhK=7VBk$h@U;yH3Bzq^87%b{uo zKGo;4CLAPp?EV=KYFJGKt8K&W=-kQ%RowBqb?z5k7mH-2vshgtqpu>y$y*k;J0srP z@xu!RN%N3JCZe*NEc~N{rGv`Bg5@WKScEfHmt)GQ=dyl=jxOw@3f~cMT|JHJ*=kJh zp76r<46}MVW#MuLIgG*uPks*<3RELUy~H>Yqtiicd3un6oR}Ty%TiXX;o~UnzBp~wNPgNvmrN2iu~G^RkB%CQ{!20RD_HxI(jl1-vVO$I z>i`g{@fi)tssazcQ?J(!d$=}>6I01He>{1Lqmuf-?F&`d^W^cjk073PM zKj`o}>}rhDpoj0zepn0blV$9#KYKLb2fO3&@!3h?C}B zC|$s=49?I6JMnBWTU3Wgacj_=_yg(Z`1hH%lSWzrC+O0zTdgw?NUunfd5RM$6eI@| zN%wFP`3s-;d%J}TNs@pRS@(?|@{PLXVABC=i%p#QDrF(WEeCcT?-r>$(WY<0pWas} zem7a8@LsGdU2C8Hn4>QzjQ6n&*x{T*+rE5VHxRtGciM?9#dl169JzbMj0Mwj-KCJ_}-iAd-F{ zW=v|1BsF2kg5b9Pg?|b| z3g>4O9_lHakkC#VV3#1&!y9mrb?;B(n_d1gZS$&iyc|rWyDPe3Uiwe8;KJrX89%zKs^B9~rVv&4 zX)~Eck~%{EZ#xKeE!JFN6tF)T9>BX8x62?Cx34Nh4jg&(ZvnV|3-dw`H7e48FKbiV zz1nr&)LYF)rFGM{Y0K@2^C}9dKBv&*wdRtwh9`z!5>?#$^s1d& z(TG`B@`_?3DP9+#BQb}DgOx_2v14SxJ#oUQ?e%VvaxDSy+=QHb5uW+qHUG1(8=POl zubU0IfZmSCg(%@3%yp*B&iMi$U%9BTcvK^c+l$!536uQAM4@o)$m*p)DI9 zy<+_}^(NZeXdOmo4JmOw8!^h9qGbyC!Xu2_4d;@`D`m@u^5kV68VUCoM*H)2 z|1mC?C!2XOKrdNd?+^oJ`DZ5p-JpNFyDF~=sM#$S7R+_ z0hV0)u?glYR*dO9ysb7aI~4nfTJAC^=s#_+P@~H9zh*SaAsHa%H*?$ZTDR3g`wHk9 zwB02E%iR{9bGhV7U=u*4r*=Wu2tTrfXnMK{RWz)hG(fB}auH+aC*z@moMJ}-el;9`rQ)B7Ms;*e;AU^F(A#l{wsVAx1b+2G^*t6erkvmIJ7j^1An;|k{f}7}K-xluS#|=Xd@}LXx zc=!09ZZD2ekEv}erW)p$S|yNp3!<*hB`S(hDlom%X+M+Os>K_*?f%95#7|1K9&^kf zBn0P(6(@tS4V_ENv2rBl6GeKufgn0@V|NMt{GGXdW~AO+SVZZ@zWFXdH%BhNtkuDc zvy=Xl-}{GtZctgl@AZfke2ZF6qmu7MZTA7vOm=@1KWHX?GKsu-#)QUL z2@XtFB-bbCr$a!JE;V8MajiY+!e4GPO<%Z3I=%k!e~G2)`e!}-xXGv1-}DzkC6GyQ zOV{>89+UA(_rt`9Do)sWB^d9dWqIbf{6TkMjk=UUvyb=6On3J4+*m$3>dDCD_mFs_<3n>Q&X^ihj-oFw? zf92k8Fp_dSe7ZJEyIE}5dt7UI1q3~n0#uE(3Qus#SQDywad1+t0q5R4fWF7i#)y8^ zPw9t(eyEdngRegz6x8%?KNwcEl}ZF$Kcps>?06QR@bY25Jg;Q87LJES(3d6iwh?!i zS|v0$>{9sLyl_=pXde%d69^xquq(5I)U0&-y4Y!n8OHZK zNHIp7m5gV-M*sfyyUqz)V14D=uT3%?Tx+$tSO4q0`&*@1sbbCE0QGxiQ+GHay(8U^ zDd?x2_~?c-%jicZyU_=13Nm%Sx$Kzh@QA`SwbfEU1|5 zqyq_YYc=d2>rr5%yqEW7=91*)nP>Ha3J$Wxuyl{%J+Zx0lf$(gCxVFo+O4!6lV?hO zwR>}MaNsNmZxJ--VKYt-kzepvai;U+5rKX-i2LZjDi^Z?P;!VS9m#!*Wn?n-5BpZP z@G&KIs8{=xmBwbPEkV(4yl)Z>{@}NaR2#u=+N{vKw})2tk}(9GsA zY%@07ey`8<{r!H|8r~WX6JmV)xt7Pa`QKR0y1vr7g>>N(oMKX>J8QDH zemZX#RM+l53u@I~ouXRVqIp(_7+*U6$W*X!;}T->o!C;{ndNi|Tj(!wKF^=`b0050 zhFdyiSY%wi!~Ibgc`9EleqP$1k(6bcDkZBsQ-a$2IS=y-IdP_@Qz!P^Qc#b2TKuE+ z!UDJr*_ncEPgv}Oly~WYMjODHI?iVQ6A6;3ZrOUmjdHPQJZWN5j8r$<0AJO^5G1)( z;u^k>4jj=Frj|EOwDq$eXUf(M(uNKv{sBMtTU3viUp=fNGrR>h21;xuA3R%Za+xxA z&4HaDEErB1^~tTX^l}v1vFW=}z@@L|sdQO5L z^<|PN_I@>>;o_hBFUs8V|4jA`rMatdp55=@yLW7kmk(Fs1}iON)M0u$m z{Vu(jYCoftefxWrVUc3y3M|~NP7iahZb6zP{NOM@<4nwH@uE8f=vxmEb1F9hZ*_U$j%( zgc+NAzqMr|8@*+b21P`Klg^?2)174-1s?mZQyx!lR)ehB3XjM1A0IrL8mPa}`J_?q z^A&dY+HsdVnMX|YLeY_5o1^A*)I|5wj`*rUnw+Q1>?hA8iR8C7N*fw*tfQmZ_i{c^ z?{A;2^EnLGhEo;65&T{;~jj}tAU(Jf+%1b;Gr+EO#I$1MM%fbPYlAAzm04O~IofREE;lhWq1eW` z>R{^{$7Q4E+aZjQe&wsd{D<$obZqdAZKXj%F(q6`^U|5}U{%TM%tbH9&Bs*R>$S|8 zX8it0{-gKK+uQ4{|BVA)$lv`=8e$8{*<Z?iHB_69Z-;G&Z}PGK%y}WX{&=GhA#Hyd z>xvDuvKwNk!x_5B-FB8p3K7Q9CD8a~c|$&lZKpg{GmGX{TA_@(0qH0pcYJu{?{DRE z$+G&M+abT3ohYn4thyn-sUTw{85xwaNTKzZsX`=k))jc$3DrE0&Bj`qpsur*jGe1q*NC5ZxEM z6eOs4-QL+l1YBrL0J#iBa0rZ$oVn}(FB#`b^;TqVG+Dp6%f`8-E-Qc%Gx==-9b`va zsa<&Q97tQKnU_3Zml7ZOioM!iF7!*C39{uHrqW)AmrP|p0)&RzbQ+vvDHZObp?dyQ z6MUewbPx2b$)HU*4RR~;7ucaiG%t)H6R?9c0Y;DzKv9`{&sZgsySAO^7GNxYRD;$> zN?2M1PEsxbyJ1Xzq)U)3C)PCZSve2&_Zw|^!`J8~v zE`Gprma&|5zL(g85Ayv*%&I~DDH?eiNDLh2Ii<;)(}-;y zv~42MQSLOWw`UU@mCjjyP+P26Y3~bQOfH}3UG}6!-XxEC>yKzeNbGYtE6hoetQRTA zl%nrB5$}t#9fmArp~al$p+fBRqOcCyJLO9cCKdyxmS?iEcARLwER+htYOzu^Mi&bII7o)o#Tcc7mth9l0VJH>Fc9Nz6;(@Cpb)BNy z(V5B`HI(PQ!3~QW$F!X)C5Qz}{m1HJphTqAd(EhSM!zD1&d3mP;N|?v3-0M_MA$R$ znE36X)D8Xazdj2DzoMm;;HxR?qhYJR0>6{MZ&o^w=Q4(r#+97J=dD?**9gKLfMF2G zl4Q2I3orQ0-wIkgP;v7e1*$3JAC!#vdluh+r|TSzRyLe98boLdNAw=*qM;1)Zj+|9 z0AOk5ai+hXu;&~tro@5q8Mh{Pvl`OW@ZszYgW1FEtxpK@_n6SlmJW&&AIN&t^gjuk z&tj|7x{;(d|c>7 z1jo$fx~JpSI8o8oEax?xwrljMq|cEnAFLEO!-u*Qok^u{O4!IJ!lPG~wfB!CsR*Mt zM&nKybQd2`rq%+*pNXF%zh2^AcY6n?z9J(FXy(0thCd^}VcM$oy7e{INxtu8-vs(U z4?o0ViXvdnl!{H${1byLPwx6w%CVRw*veDh+*5+$v_yJZ)a4GJD4$&}izEv_*`vMm zbE4-8MbU!Lme93s!^h|u>w3>!|GTXEen}kK=5Y|KQAW^OLwl-Kz{vaD0DOgwl5A@$ zuu5C5`agu{|JQ-{^xWwmH+%mP?B2v`-WvX{dF$X4zBqzV{Ll6iNi!ir2N8irsym`rw@g9^EH`deK7)w zuFgH5|Jo%?14O*k`X7xjvfcU3k;45In>{6c7n2ItooSCwowmA`Qs6WKQi*ieWchx)vGMoNn)EF=UeeD;yI%)}_;3`z>Me^MX0*Py zoN1?1?yM~3{4y#(JFI+``QTZ-Jw0Cfc>bq4KkCQ!`eM;&xgO8u*X?$!(i2tdp$BLc zf2nb;8-O#qoPQtx*KPcT?&hOB%{Y^ew;T38m}{RRdarS6Z`?Yrq}v{6OOK5!Ej9st^ch)>$Cf8zj8#%#tq(eVI5{Fq15$* zq}<@xmI#|xiCIEs`}gm|K?3-__w{e@Qr6}h31AV`4?QnDCQ$l*cc~6`-6pAAO1!F= z*eb0$*NVH7YgyMHS&=vd)2`P&JK`CrGsoYqHSzes(7%)4l{!Ntq48J6_6f%>gw-QB zmj;kIuEok}Hr+4!PUQJIr^W4P8yUIUxm*2-NmQ|0bM>w+PsF4AriK19%hS2&sJYE^ z`O#CIpD(+;bMbeuizpMW_4RIG=hnnS9Qq&ti??`e75u|mVVWFmfN!Zmn9v*QnEZUm zqO0#0qRqYA1mhgx^WSyXc#jjScAc+gBy4FLVJ&eBALm}fAM2GT9CMc5ESpv8H}UB8 z{}k+gE_B-y#Z5zgObttq4az=tz3<rR)5!Badp~)k0=xLO6LL zGeG;!Q<^g@!?w6{2cs+=M)t&hv`2fBEFYvLQ{13t+-1H{J`qpO0{7H~PYy?>u}-tA z93jRDlUi~8W^qFK9yY&VesFr@Tk1ht#$GBA5ZdrH<@0~X((HKcy|%bYkzFmWRJi6V z<02h#a}d;OY2pl59KuG;u|l{cZ?s7U^Uz+&ggRZhd0UQmF#Yz;L(Kx z3O7UM$J~4rAW5QUNRXJxV`{SOQs7z^v)WX2%8GWgO(;7&BX#T|>*OIpPK4O+{rnG^ z*ds@8fuj^h&Lku*(pcY3`N;eo8P8EETTD4R@eM-TE;8zP5drM1?eDkv<#(p|Da%fI zyFXRLsZsnl101Fl1xSZvu7k6`L>kJy>((W`px)j%GIlDX+?>!9n{OYuyTYr27-B`oU*eQR%XG9P58gEd>6*Ov-;Y z&_|E@UCr9blcOcdYJxrVDq^4Z6sz47gw> NmE^@`tNB!anMV)}PM!13=giDk0Nv zbCZ$aCyFi3uvm);XvlQxRg?~U321hkNFNWUX|_vXqa|_k$q?*CTFm75#$@E8hfU5( zPfrF?n=^L9X2c;__{#tddcrK`$~Zcl!7XhTojvdg$Rfki1{=NDaD}rjAG@C388*%L zW{c0Y!?H+NL=XCTLGihc&hlh=(^XD{bJ#DWkiI_|yYwj^ZxWUr1BjO3gTzi3F}tii z;5&st%p!YA-v?)RDnhdNAto&qZaL(TY-KGS?EQSp^HDD`+0?HQ>8fbq1uV6tYa9w1h;Ch3vqGUe5bhnpt!;yH8T1tWW8x|N{J%HRv8$G+0^j2a>en&RbLe;5DCzW4#?ck zT{(X2rmJWJx0dJW9RFnUqf23MV`z?}+}<`$KMf9G@UNgC>m|ksI`~P-up=dENrzWN#X2{Z zkDZ`E$CZNts{p!UqBMp_kSGCYV@Yl-2UE&L0iJikN*!vTwvr>;_Qc*gTchUW<@cN{ zcQw>HLp*UVv6@^AHk-@ltAvtc325>+XHt@-RQHLm^zHNOrmw8og_YU$qxfgQMJbP} zHw%5{Y38)Nsz)3iDVZPfq%`n;f31dlqOtlVzW1RV>qv)@=q2CDN%Is4O5*vdIC+*K z_zB!bat=(%DmwzgX;Mtt*u_-UUVvkWEHCEudo8c-3BVR+gyz6~q>t0Z$hNnm+;1`{ z-#M#;Z$-mVulQJF%x)MUVl44-nul6cGmLExDqeE1Un3=F=BDeadWXgd*rg}MphO0W z_zI_QYliPeAuX{xTE$nA2T;^%aPgs_zCy4XMeA`UtIsuVm#^3mxN{6=?ved+(XQU1 zxR>LfEVQse=S*=G0!t3pk~_D~0p5{rA5zP-^Hgqa;op=gFkB&xAaDFEAPW)*h)MGR z>m|ir_IMc3BLr&B#cJ4rg3!$ER$VEUZCUy)MovB~*OrV!%oIz`VhB6@X|W0BeS|x2 zSZ~upRw#K;ASTdzxp&$ANy3i0alEyQmq$LYFhE^iN>G*~K1h3V=+~O5Y)wu6NVIIw@&m$i zE%nREXo^-;J-$W-fa#)FZG~?@+$k4Cb#tK6koACrq;b`#nI1-^6{~cXJhYAp8scW_ zVVZKN4A>ExUMOI6fvjCbDzkU}&k<|{JQR5>>tQ8}^^(aJAeMO+@#qR5*sH4vRG;u! z8bDRkgwX~C*+FExso(n5*!oe0xEv^_@d)_~HS>UQ-;0|jy+I|FdP0UPXR53@%vGnc zR22x*?SE(-2I@E8fSAf%0?I{dK1{R~l9NlVIj04X{gzS;J}7;{s6(km`!gs#Y=e2sbj5 z04|b&RVBC#-&i}ww{*qUXqnapo8Z6Lducr08Z6C#w5MAGOh@MznyDdov|?APK1a^_ z_xAk$ynNgqg+49XMUudGMUZe;mfz?>FS(3ZFP%;19XEKWds#&|!c73u%3Y3_WBm@* zX_P-@;(H=~wiP}zzme)hq4uCSW%mEeVYW#>E}TT5vP^u)c`GfI9Of0Bh5xO*1(q|Z z`q&noQ;dxDRH=9kRtBZ7YxQ2znIt&w|Tnr@zY?w z=X3GM?%n>`SH9YBKV499Tl@6alY5E-FP$#C({X1@(eb-qb=wcb{mi_udnT-j4^^yG zE>B1Y&;x>DvEaSx&}zrVbnV@4y6zj2q1Af;oH%bieJ$Qi@djxhvmJ7Wbx zD@U2+l>RgSTVZ1Cx;X8e|1 zl47&{3*7`=)eL4hMUy4r>Q_n@BfA9MAJaa~ zCsd~vgZPdCw7BA0q))AHIPKL!bH+BycFAWc`qs%z?|yd`M5lYq=zMoF{E{JoFYdr;l?P-W;>0b@e}?I6MXzxY?s@=7vv{ehgu zk9X6kqCA-RBgdrWsMe)9%=^LIo7>Yf++E`?beJu*6-Fvwx}y7~C30~Zb(wRSPEM_* z?x3YMB;hj4P8CJMM(zJm7lrNUyW}yS5}6hFR?Wfl(8@GiFI2x}2zS0{L3$w(!YpeJ zN^!!^TYF&mU)h^K|2)@n^vizH+nvCHZ_Uh_@5*R%<28ZBv%l9-7nLKw3Wk^3y&nJI zZ%%2ent@q1{-=xTr9tU|luNIxN~gNb+rK@YP5$N>w1 zO*YaH-;y4#23y}lB&hs*8-?a-bcgGOE@jJ^@N4)DX^6R@3~H-~17f1kjq_oUhJuYN z?b37%h;d;#&c}Ax6fhK}A_AzS?kwHRi3FOTKC+LyW3nzt@OW(3&Ti082qIxjHy4wX zMzuo7XY$ub9whP)`|Gt_!J3i{l1mf*o}KvVqmI zN6%R=yJGwAQ>pt-Px6Y=C0-!Lzek!Zz2bfvrY6njWzHD~|tuZny9 zlDC$ON3fHsXIaDl!Edb1c6eLZ`KzPvRu0^m^E(fD&uOHt%-1WOcz?BY>e2F}II6gT zD!uucoW8#WQwRx|5|dnks;tqsQ8G+12Mg=YNkE2wCfB=@0h?(-~A95mFZwp%QEFwIl_$75ccb*V*)H? zCk@V(b^eJ$F27%iv|q0Oi>iZ1R1Gv8RJ<-zE$j%);^fG!{^sM6#+6M*THJ3rYe^|zJ>D*8r!JULz-ov zLA!Y~)@^?-E#H1n0`N;XJ3EHpTc#MjjzkbjGDCY@!rB*$&8--C&R8DQqQ)&IkYaKx zEwmP+^`R|3Z=*6Te75knj#y&fq==5c8IP5f)KNw6$1rYqe&BDAU##p#)OGL%m!N=2 zMz>?}H6N2qM^uWi!8T0$eWR+WF!*EW@xh1G6w^0xv1nY|2O@cI%cV43{Zd_$0lqXA z8IZ7Gb`C|nbtzU$HW_^BH20 zvv2sMnC6;c!p=C%-Qy*Zdy;<}$fjSz7B#7T+TY}_^RdW(L~JZD^@rXg@-oXUqwC$- z7dd(oY~|P>$x_F0MD?~Jrb9Vij&vl$4~}5VBgoDxaW3urbPlF1)kKG52;_8l*S{?b z^PMPW&2=mP`Ka%vww-PZ^G2WAqsZx(6mQ{-(E!Qhn>k<-(a>7tKKG=Yl^gfS3p?ye zslgu7v_N8c0wu2y1k^f*-R#6#3mJ!ABUiPqtTrW?F`u!nIdGX4k3mv?!N;W?sd3q2O*DIv)Y?M`hacyDp(ACA|PlLrd zH=!0+d6lV!6v9U#G#(RH)ql>tlj8<_(+96*8=oi|r)1E>vK~9mdMC!(PWjqA-Ig}k zYe7BfCR6IQNVHlGeT`ly=2SL!)nuDgALg_lZZq|oqE$`f`Bx<&1g04x3{hZdT-6+eeb-pgO*X7W zG%jQqV+#yvZc>w%#fA!THFjUM2jJeN1ZTn)=k9H z6;a0(+{fBkV=OLXtg8o@e#pJcrKRj)r5*<8VqBaHk#9sCx5ltm`T0Js4`&DFV3y}U zEQs^R4u6=o0EXky7!aAO;`pvvw<{;Pjieg!z|(8KC6B0^ z@gO;{WjleqnUnnj>~PRT--rW>=RnnH`NahSX9&w+nN!0SjNe(7)?hH_$x5a{xYy)_ z!<_J!i$<@4@Gnh1>%w{hT0e2>npj5-(!i|3yF7aD zuioC^b(zF?I4u_GNXK=O(GUJ!<-{h#)&m3$Nqy%$S%VW%Db=PSDdQ;c!}onGZQ}E{ z=8Fv!!`Yq5;?g*6sfS@Zq-Fq8A!>+dhtwha{Uci_`T2MY^NG^xeAP$@HH)JyQgdE0 zZGjinTTd2H@_m(0iNf1JdGK9rquR3L-92WxluXALT!#aT`6dZK`DEUj}0^_?3OPwxr)w7k~6+15~tLkF_zX^%+sbRkXs3K;QJ0<#VK zvugo$yO>EaEFe6J6ZSA)G!B(7A=6TtU&w%x5lp$|<4iNwoe@k991#q5Yla_^uc3== ze>AKfTV~(>A#JOAA)fmB0tYen(RP>F$7X8<>1Jv)FIgHwO~Na#m)i6% zN5#umk80)D-)}`X#-lYg@A#g}Hp%5}$RnNGDm!s%47;io*)K@Y0@kqHjMjMU0Vk22 zi>?(W#q__imJQ8|ii_9>w_D|>T!KOAR4d^(jWkk0JoexPk?j>`Y7IEP!SwK0%eK~R z%>&S=Zv00eT^kvsCN8@{-{XM>8;_{ELt_CuvgE(`<<(=%%sfd{y*MUwvq3K+VF7j; z1>H3mxvn8t};p3N{n;CA={!RS{ zSCy-ljy%faBrZdJm72n|tGMPg&-9@J`vuF!y~i|G#(%t8F(8ERWO~k^Xwh14TGo7$ zJ)Ecgoqw{(xGch8M>EkT5tR>)9%i3&P<-0{*DN)8f7e`d_#^SlYs+j|>aByub7I#3 z^7^>KVZ7$OX*2XsL2>B?oiFb8TYj%Ho}3??%o+r*IQOL0dl2HJG>;7fi>nLK$&X_l9Fh#D93oI(0d?82HF>#p^SF|M_p6>4Qo` z-;C&7B2+)za+T9Vo$6KRuc4hRRZ%tWhHQ4V=`Kcn_9DPq_6L=!?jn$z!H>bjmS)9$ z+GP-!v9!Hr6-VdrC`14*eQ9}BR@B-oY*-Sm=6P6qKZaIqW zGVI%hl~SQ7YhYwHYj)l1spZ%3Yn2Og2<{Gy#lC(1#gc~^V}pf|e+CE?4?t?_JBS8n z{`~#R6g1J}A}tLU9Uz}<8fB+Bf69^5>GouyHgVv?U2?HQ014AZaga43WFf#%FpTJ6 zsRz}50R!1mlwFF~ud#mQq171(P3OwJRDD+5IHwLmW1t8vpGS_IC10## ziQF*l0p5|=<|57v-I1E?SBAgDIkeDxq$J|pO9Ff^_VL_XzZ`xE&oOT$y+n6EfL5Rw zq*Lwaw8AoE>4J9|I$A!Dd{@Wz>In5!lY1V}$uMAo3sd|%_`zJU%OxLQOE;$K1Br5d>>y`&MaSKkPn(`QiyCkD02sq1MC4TimuHVp6SH+&+IOV&j zRlHci`m+jOKKFj$Rh4g+F?JXwz~%snT`nnSOzn~cVZXr=kG*$RqE(*Q^g3EGrzAe` z4HtMXlT{Qe>$@}+^TTX|j+t3k;ARJt@=?77FrS;Dvw1IN-c$cex4V_lbc5pF%}D@% zvd3L**H@{0u_7A1h$)p{#H-Sy%z zVHR#sLpbAV=)qYVOj_MTQrd#O7sWH}?lxP$ix>2Pw-AsM7@td2>6!W))aOlAgM$31 zswV*RhTuWT!bul&MArvU+y&ydG)j9qvAuA7G#0n`Bo_|P6{j4@2JeGnwH70;pfw8{ zldo9ntq2UbC)&DG5_932ZP)4G=uvMF9iA&xl?3;9mzr1s2j~X23s?=SyNfB_I|Gt@ zyq6S8ww+HrDNOH4;M`%O5+xg-I9Tq3COIn-on?gdN&+4Bu5PAzV=T_pT4vreN4EI+ zP&cYR;L=Iq9W~rZk7dI96^9aZ%Zld1&g6`#26gm;|i0L+d5np%YTG@{r1skT;8cEfj z&>m+Rh8^bT>P;Y_b}SNU$$E0#6H1%M;;s!kkAc)+WI*;paQ@gDz`=)om_K&s8uyzX zPsNWqe8Zfm<-yzjgmmJ{aFUU<@|kbYT@>O@QS-`|kIBD`uvJgl&||)wH9fEA%K)4l zyUvrh{t2K%q^(KIVg3-vgJ~hX$^=Vn&9G@4a)&d5UQD9W zX}vbm3q-vMjScXbpg+KQD*9*dnUBI3hoS!kQf`QPR&`3Z#?#Iy(F2rR71oe;y*B9Y z5V^{0-`En|nOb-}YB@9X_$7(v1C#^qYX~**g)XtCnPgcAr1aqLsR6DTpL;2v%f+jq z;+io{e=do3mHI5$lkZ`N2a|BRBy#pU9Pyy+k_!SFz&+!fM&uY_`Rlkh-$?E^E)q+T zt1f2y_Kdb`kT178_Xb8(dCYD3u>pc^Znp8U{Z+^0=N8RS#-C%%_;< z7#@(d7AUE)B3sianPbU!hXCJ`GSm2Pv1ZDt-^ZsjA5aigtBz zFkAeDx5dwwP$MJ}Yi94zx$g@>ugmTAW&=1b06elv(7PwTA=DR(_T@lGlISHI?{T35 z;RyF}#9DPlKYuM&RTBVKT%{+Zn0iiheKFz{)xQa6ilc&#=^ zc&X`VbAQdi=%SSX`WKq#^V$3l>>Y@u-p!aDKtUos6-Xk$Hg>Ojn#k#UAtuf2VbD|> z6v;2bhIU;cHJzS)tFb_C((lJw-pCRPRaWS75y3~PKuEXE~HS(Wh3 z&hW;EUSJn}Y+H0UW!3T3!>`+pw4YvduNpJj{0FW#o1=ebQGB5dd1XGTWP5}tlHw>{ zej!I5C{Se6rJc32Z7;&eI~D{T>=)w4oe6cPIm)9$f9X>E4>@^TZ@?jQp86At&v+)S zBbn%Km0g_R&x$%_<7xvgo2bW~XdyNFgXs^O&7v|DdJ{t`$RzglH8hUQIHd%1up+xsbPZ06ZO7oHP9O>JI;{#4Xv{TF>>!qa#8!+Kr z z%Qz(&4rz}ZIn<^ggfpTo~T4G)Sm5!a#O!#ac zUu-k|R(UV4zI^fW6>q)JL8ClGc*@l{!d6b0L!01QD=oTZAFtWrEM<*phBZdfV=`uG z=ca4Dq!TZR&Sb^x9SDwJSh(Fv)+s{D_UFND&i9)x{T~bza9w88ZtiSt*mbj&q2UH3@d$3oJ|k@IDL;|~_RAhYd187aE)TXcM)B=#KC2lF>}X`f*D;*u zRI!#B*{AyE5&N0rbGFAH)v8?kmWLdV+ijRembYCWpv7FM ze|bpfUD}ZcnsOffSdw7o`LT40dpd<7Z29xuqNpus;?S&FQu_2YfjVtXKDI(}di?%@ znx~NV)7)#hymdoYS63&sCG{S-We5H6 z*z1Eqc7=?>Ud9zVGK;zy&w@&RAEk#iENr>o}GQ4*m?`D86PfKy_ zP@aa@&sg8)-llk>z4Bp?)i3`I6v|HUSSQNBH6PFvnBSrcoM%}oD}v2 zyJif8`Xcjd;eD`1FV_vQ3c>{G#5MU(#jd%*v`POY_)*w`uXq!9N=hsN!Rd`eu69#D zr>T%Og2tuv+$#|1a<8X^HZg8@zGfCbb!> z+c4uREcMdLa|wc|G0S(H1d(@@(BnPskee(az0R*qQ8*^KG7nCJfy!{obV^*ozIZT3 zeVCzYXM@nPxayZ&24k%!Dz`tDehY_~wVF`ep}6DB8+h~U_xx7pIBFL^mJS!Iqv6Wxd}u0@o8X zzJ7W3^nz-*NZY0Kk#KqK{pA`+f^siM4QsVhP|0&LK@;f!RFpRr+1-J4_%*_1& zkx@KC!FP%x-fAgM&HX4gO5AyC$gM}Zb8P$lw4kdU^5G)R(5}d=hl5)9u6kLKYMK7w z>Fde~OmI#TF`J9j%xkag35#$SHuO2uL`Rtc&$#&!Ql0|r?4z3k3(%8W{=Plqb`t2H zu*}Eq!5;DEXy!I2c9Zwj(hky9LMWO#EhaXGc>jWN)4_oE!d3I&`fBT*hN@oISl;VW zY;_*(?P2;JJK6C)jV$YxRUyQzcgRa=xC6T`!?>yaL8)o*c+eS4#K!>?GxNdvPMXt zd|_?Y+jSid(V;$iIaU+L|1llkA@93pKlLOzE)Ny)vG3%}N+1-x1WR~R%wy&B{xYWH zGla_X*6|3d*JTD}cQVj9@z6I2Yb$rUL^Az$5*KRO z2+Hm@#}6QjYp8eHR#*ID8aq*P`p6v7Fe*p<7^d)1kPpt2pLUHNea6u#nz%eRRkR+X|?(PRZuXSdn;?bC>EVZ6;T2k;} zOy*%S4`DbAb9Nt)GwBECrMwep)n2?B_|E&KJ?MMyWpDrUHL-<}P7E^K%r39UgMG%x zNT)IIIu8k|Q;g3tKt(ZrC#( z3~>46(rj)Mw|Xj%Y3(Zn$K%gnw0gz)X=0~dnkLlDEi86vcPprUKic606+#G>o@z6* zUyc^iPR+c1xitK=OK^$%uz4XheJS$n>oHnygIys}6q&V^5-r?%gK5Pa*AtVTCpKqT z4aEGbt$B%y>Mu_mFbw<;X6s{oGK6^HSl)QZ`H5`>z8SmC_5VS))Du)oC3O8OF z=}YYT)|vFLDsQXI^=NN~8l~mRyxRchNSKN9uo@yps8c|tCk|JaX_a=mo?pPHFP4|q zU*pLOSLkj`o@UneFwrnLaaftRE6eNQ_w3yCDMOG*-R8_bGV`~s;)H3@tcS!Gxli`H z_ebOxmGdiwwS=IGr3WYTlz)gsJN?UOLd$b=+};Y;!=%5DO_v5xD>*7$-$Q`SYBSv zDZ&=r8R7C6yUtGxZV@rIumJ==s_3OTr1OV%R$*h;6}c~cd5`!7qoD3jFH1X^AQ@F* zb1Fi`am(i?epv8m>v+$fLL5GsiXvakgLg(GzigoV{;}d&gg0@|HY{lJ-iOO9mwOe8 z+%A{|3Reb0#f6sp#E&g=;0}#=#*b{2!&HzPzVbGH?BSUqy#|?gHgkydtQt z5nPfCJ``jD{AnH?Bw6&0D2HFLVHGxk6xaTVV^Y5#wi6oA^Uq3P`LN{^BiO0O)G()q zU;~{M%+1Gq&>zaZIeE;mwD0j$K4z{Nv9sCNHL0s__ZQmgEaZu#u2Ro00uTKN{J^mg z&>gjA(C&2%oAJMp`@6kUDju&KiWnI*pbo`Ix3^|M*3*s^1X-*T(oco2mhy(N=^3~$qHYK2VjoggV^W~dJraU{+|{HU zGbPLY+ZffQkONOqpUgF7^%tpH2uWAd8z1wSmh`1VoN6ss$H4Rxf^I)#=@wz2`4Fgv zck#ER;i2>EfwsiIf}4q^VQ?qtQ6Yc6Y&-%Aw?@S@8#|l~2_n81z(~l;8!K5Ep_RK5 zIO^=cPjZC{ckFTn91-TFM&*eoswJ}D9D9Ixba1I<-2yoyA8n*M%d&GxVR!T$Vq+`D z00j%e1|QWI2(@oiPH-`(UNM?Gj_Bo_-$yxi&jow(BK~a+^#FU{;#z?Y69 z$`#N53g)5)4BcR$3qf%%#rt}PoY;!YG1;CaOPDT|7w*X5Z=4B-)YH;5mpzKkq78a* z0jJ>c$fb&e7WU_e_E2QMMy`{9o)m>F2_p zu=PLn&zh)FqFa@FT%S%#qDsZXlahLGsTEI|t4QbxTivtnpKL5)5;?YMX7jv9Jn77W zN|wco6}JQ&KT5dyU-)Z7b^U)ZNApHz*+H;t4Nkqy&8PTs=mT5uaaSzK znMq1vB7Wsf)n|qFp61*$@EKNfy}Z_oP(7;wC@(gyw{I zFI(Jgp_X;(bhvBKbDxiK54D`0K$@|^Z|>uUp^bQEA$B&I2`rjHDX6P*X<< z_EIC(d){)ZO!wqj>FHUdLmAb2O23SO?3j8e`e`c~Jy>COzHzrc_H%!vbtvVBBjScF zXjg|r5ihf}Igugoa1#7p`afaqa8~$3H~Rm>)47K;{r_?QD;1?2l2Z;-DoIF^^F}#T zLXs$_N+pyf7IsW3r*il_uLpk)8gsmmH(mH| zxA0bW4TOcJ@w+{Xsl5?b&OIC3Sjp7svXJ;nI`cb{J-^aCkTey1BgAZ~0kxb}Wb{T* z7p3&zki;=7*5E1s#KU1YjKAg0v8B@u)W%AWwh#SM)IMWpdiEN_+p4~;A&^oCQRylr z&we?>Vf`h|8HZ@&yB%4uwJwfd!uNoHf)6`rz-I-&&iH?Myi;I!*i3>~ z9=@#dMDQv!H$yczwNmZfGM3iG+pWqwSy}tn zlRJYW-Ov@V>j04jm+HP6+dEFw2Pf$i3%v2und)A(8xCEQ3lM;~6!dG3AU>2^l}1Da zwX{@y?6#k?wP<@Vr(StZZjNsPg=Zm#DI!gPj@NOuRd{-B7_fc1wcS)Uus&fbz*UR8)TD+rM`y z7w>v?ygtM3SK@1TPg|YihUy28+%{aTVv>3F)_3{f^!b=)llDrf;I&J^J4M(T@9RRJRE;() zr|(wyO~{rzMBu*e-4FCo05>wDoI-s()CH$UzU&lyvJ~8hGp-Ddr0v)o)U&URE;uR1 zZ737b_Pl>T+^D{#HPfU?6%T2BTKl!AUjq=~(uOR(|CQ<8G`bZWTHW!tYY++_W2cP&&p6wp*EWT1&ZvA#(<~-YqfIDeFJ+X}o67Edv|6 z%T>#Ergz@RrR%^0b%ZB#lH5zz5bsm*Z^ig$%x(*db}s8GT@COL$6OzN{DNRCl7dZ) zx!kfwVIO@x9qhbkOhzQ5@V=w!56or|-FFyxbY2OAAjW@s9 zdwmRha6-m0DbdKtXmsZ?tqv-T72`gM*(8sM)Y-R#F?}H zAgwNp$l10+gZxA=aXlx)*7KW(C3Bh5;}VGTqVYd&RrL%wR1}tPJXFk%DM8^=SP~*6 z;Nspm9Hm&qQUQ-gTQfz|x)$Z9z!xQS$HO885~;NU&XO4y*&goQ{wYwcFn#@cXyNL@ zg5P1jct?wx#z4TkH@_eKJG#Oy>;GY4dZYmO-o1GA0##;tJOnzLnqn^YZ&U}Wf7Qx* z>B04%FxL`(E>)4j&aV?@rU*8QHujuHmk#WYo0J&mQ#RD7o!N*d5-5fy?YnJ>IjVJe!&OnJmI+| z*6zyYOXM-Nr}~d?h%i-siWEp9bv-MbofY0-JZ~k&6Vz|bVI9HaT}tTcn>&6~*SeEF zq_Dfy7K}U~6B+|b&qUC&6KKsvTjWo(dN;()kD~a76iK;x{5JPofe@~=ff1j@Z03&a zGNeCy)q-9gFmE0rHm4G&4kLo=XD9s6Hm1d72E!l%!~h$Z3&V1Xt|I(OcnU$-^SSt| zoKx3C6g0+c3ecxQIN*w4v zmP>!P0lx&nS8VA!k~CLqJ%&&o1u^B+=JEt`83tbzSye6+?4#706ueg*VC)~J6k+hC zz_R(JIT4%Z$h4OlO>#C&Msn(Z5KM;qxxY`>-PIt{c_^C>pJCT}caaY)YUdA=GBeKK z%4GAM{{l3_|3};V^L^znz!te0$}GN>%x;D$$Vj%1K5MC;DrSj@8tUC7$D$^EW?kiW?f(Y@PB9MH?s6C!ak;bZ)22@xUMXst-Y;1>sZg>tuv@ z9x_RdTT_#d%voYPsq>q&1k+cdLROb7^wh{vQk@gmq5?}tE8iS%4}1J|^}V?Z%wbAo zUQ$CTi=h#j=*Tu1J@yBedwKF|$BjIaAnlKROUN0N9QLDPW*IEBFF zL1N7bC|N=FOt^tZi{`3Qd>Qe{!mbW0{{q7Mysc|P5jq3EPjp9}yUbUj@HOE<75Oen z?!c~-;L>E=`!e$JOAdih(PlK>R&7l`YjJ3;M1G(|(r8DfeM}b>}SE-vj;AW>v&7U`551JBeWZC6A zC>yGk>|ADZ_qyP-2aP@)wOK}ImpZ?q3XinnFRrJZAl(-Yr&zr2{jt*Kzrn>(E0H9t z*+>B2HOhjzBu&4f3LHAkw67Fg7-@^-j;| z=~hrbgW;b?-FX)iy*BqR0o6b~>kUz<;zc(^Xh#wFM=7S4LXYbBRYN&HC5c3o7E|yR zDljHCW-U`9enF*Q5?iYvJ6urv3np9#BqRab_2DX)wKZ4uoZnm*UL+=^>)Y$1@*&BF z=0a6-kR(YYj>JL-X~F{{*={<)(3z!HY}yUuj7KiOUKC@UhMMFRx{neYrG8`#SdtyG z380%a7gvp9%H&{yXhI(Kc@}nJI4qk3^x1YC6;K9-!*l&#lgYVRqS(9}!q5X@<`PO^ zbMSc_(+eCiT^#zFk0OjS55oxX=V=w!kseVTZV-{Xc&oGd#(IUDu)<9+;z-0sa*o6a zO&+CUOkkWpH-@*vC_1Bq_1|=bel(s%0a-o4gv1b@)?AeET<52d`38P0iFJO5^Ke8l zC%9OY%|@*Z33g!^ELBQW2J_2An8wNt;AW}cUMqgxMV95q(fb%S=1eCeW>)N!BKqmI!r^T<41(#a3j>&EbC^1V~><%Q7p_ps-a4g{3+NxiVHw9TQhXr?RL%ceWirL8^v+F19TWFG^J7 zI1zCrjN&7UrEVQ&0yHZ`?{;X>Zq0+gd1Fd`r$x0K zq8ZAuEOiFhBX4o28C18ESXB!5!HS7N9>J!sFe*Xf>(h{I5l4sefuY3_i!<9L zYP~K_!WZsDi`t11Qd*qV^9u?ct*g0lA}0~hddWa5FZs+@LS7tSIuA{9_chYuxE9Uc zs%Wr=um1N>RNY43?;-77h`4WymH5BNlB}qP|1mFBf2H&-lm*ZVtag_ochy)N94MnKJu3eGk^K$rp)*;?tt0I(d5ehKE4&Z8-!&F zrpc`tbUp&ZcHia?8aO#M4}2YZ?vhPbuKsG3ZZs8HcB3_ie5jX*;9RU)Pcsp~9~Rd1 z4oqu#s6@PaUxzci@kMGjI=gUp95zYaVpA0<+)t}8UdWY*2@-_$0JmECz@RMWoZZfB9C003SMs}CKrIyRBG zlDzOn9=ptJzp*}=`)@u3Q{QdszY?~;)7_38Axp3A=nR}2xy~nej#JmwiKJj2y^k?r z2fI=#-c|hinchL&<*BDPmmB7@CZw+^)jVs>2}nd#K8bBWj*YbmF0_QBV*kbd;>N9S z6Yl#dDoo4Gf`TSLV6muFq?!@(Z>zVx7%j0^`v$xrg@ZW*^o0^r-I%n4H0<%|+OF}D z5~;33+^WsyiM`8Ru$%Cn6oo{`uPkgSo_$OukHs_z7 zet0M8*ST-M%6Wp+RCZuc56v`o7Qw_Gd_8?Kexi)tY@WmlC~naYyH=Ic*rgPk zL;+%1N=4q-#)_Pbr#^ay4<`0Ix>dC=h<5tXE?+PL{_Is~IOCI#2ZL9sLmzeCnDRfX zk~-GSYVQhSz*-?4W2Bd1Z<-X8Y5H5d$x9=k$Gkw!UoxS{8=UuPWjmGlYAZtv(IdP9 zu+ybMU7H%M`TB=wo-z6=dcOxV8iglA`FF2W+!_5>tU~ftnp|b z)uZR(7d&~fgFK(!G1@FbWL#1*aSD2?8-xilLEek;NT)?8>rGJ>lIAMc6t?(N@$Bj& zG!ebG$^A^%`#Neol-C;1E@A$kzf{3{Qni~ht0#&hdV05YBV0eQr%4vWO?%vXc}?NzO?61E!i?5OAG zIu0&s=`Ik#e<6U|!2Pb`clA-uFM7ZS1*c}4PJp)2>)lN4L-Pl~`cUpWT--*Q<)XhK z@n)a7;{gyLZbMj|S-%j^rS1*KXIqXQAesw==8I2_7++pNS1wNaJzEz>7*)d>aIsvw z6&I3QtoYE)R2jfgX;&_By@S0D_<12!sQ3rHgL<{CDG&ZdHdkSQe4cqY2&)8HJ+L7E zssgrypJ;CK!8#(3N88y1{LayqXZOFK*ABv)#si&INQgX}ZV_MrT!jjGSd#rL@cxo_=rNPnFIi;+`BUCS2xSgf&+AL7B2d|%>-`f$E z)!5R0PpW!XN9@E}xZ;kN;UiL9%r<0=g?YShY7jZ&(TLrn zIVE8kC1wX6zqy<)gY%1rqU2Z@R}3z}L>ctr@%B_AI+kF^I4EQKAS6}|O46h_Jsu#4z) z*?^M`28DlM2`u>$#}Y3|0ZzH!4lt`w2iUw5VwWql+dl8Np}63mw~5CsH5o9nHF%R4 zf_ITo20hQfm7IeV{kQEL~UNy3G?n&%RZuEX#n4PXOH0 z4Jg#lmbeYDE4TghtjcS`>rZocm|$fDaW?Aae43qAZKSUv#7f7%HUH*TAg zX=%ICto5f;auuL5Nq5L=cV#ZfFQU$JRGb9^t6M z{VjsNgKE*snwOS)BMVy0T z+gpAYt};rRPk;_AfEj9{-x#OifmB!Nia9jTikYx^GJ0;*jc3y2n+iP zOXxRx{|ug4e4+yJew~~iMtX{=KhprJC~z*%1i8|q%PEW?X7lTYkuw3b7u+={2Zw2# ze2zT#nQ(mLZ^z{0yT0c>i5zysfRK$WRaZf}3*L5n;Q{q9Rjnq=(jdNEhJhVX9&7oORYd>SkY zn#_fcSUKZ%eJ7gjT55f6rfVyqotg9gJ5j3m&#=xS<1F7&UIb*zwIHm0Fj}IjAuIuK zzXofZQViYCZmA)Tmd7iVoKozkA6Z;Ez&J_eX;ZoL?wlt{EmdzvjX8+i?S{h}KxKqa z%~q=c2k3rg1EbhVD9q<(mf$kt1p@DL9J6`C5<)hu`b2968i$YTB;CoUEmSQ*6&1j* zmYQS>Cz`eBfPOv?v&5=U=6jzg!=~ktwR?(fw_S#p!fxt8g~7ITN2d|FI+-b@R(u{+ zkJ=ntVh&PnB|_qwLzqpV4hG;biSw4;z-v7mYLXz(7|(3Tu>~oC>=7F1X>C`W(3UAU zdkptrs4gnJ)lvb0xn+-~6;nt?Z|ODtY%f>xuN(cuFaui<>08pOc;05xvwo7>Ux!h8 zFLN$!iMvqVFH|p(Cr0UUKD658lB|`$_E<9ND!V?P=vTi)=B)B?4opOW_LW2de@UI0 zp0JwpHgX^eX}(>MKM|474FGM>T)gR_2l4k)zePsTh+1`lssqLrz1;<_{c{I>OJ>2IcWYc$xb79j7{ZxqS$x$I$8ljD!j~OWaN< z^Dy;8O|)pqBJLmZ7Z0m9Y^r{2OV8WcR>R&%9Wz_Mucd~C+19SP5t zt1m%#55c;Si;*Bk;V?u?Pnk>uXcm)-aOxE?j? z;-`C=o)76f+zVyjMhwqK9CfOk0Jg;%7t|qoY6ellq zsPPcwdok(qKJv#n7^doP)V4XysG(zreh3`gQ@As-h2Noa?2TDv?<5Sn4x%h% zyl6lL`hPV96JjWDnk#CG_Wbu3t=dZslTk5v=Iyp;`D@X&ebY;DDlIk~^hcj4PFya7 z?tF<{c%y!tpu9toL$8+bs%*Noa}^L()zzM$WN8}laM0nP#1>lb@gd6~9z1N}{z6h> z)pDTMch8ldPJrd7RN5n1j>nK0=Jc&YxLxnH_W`BOsg355+`8WR7uCU!=R!qyfA9Of z7){trsyJd*cF567bNJ1(?U#q_-=lO*zXnobj3GjDIO@rGH{Gf9F^^klTdS1RUIg^b zOYZL}3-g(4MQL~){Lm^H81$4ENm`*jFKhpausP`xc)DoF>&%= z&-!h-5~qUBj*}!@0W;-%XZnu)?qNw8N{<4?AKZWNV3EoZ$xgGE?{6fH_=2NLV6xk! zkgs11#;O{gDMxr%J(aihSviX|-&(HBO$hLK!57byiJ-w@2P$Nqgl`w>z#zDoJ)8UE zaANgjG8u4=P}`wlbjx%Y<@_0hR&{`L7v5_pxu5#3$)Q|-fe%Cjumcb%ptn+tJ17EPR3|~ zs}B}7k`EeL8v8KZ&1|S7_?b`z9v%P&G1?6*19nZnj-%WDY^vhtby2nR+XzPy8D^Fcp*1+l%PS| zXDf_e0zGL}xvbPFo?f$qk_U&dJn2(!6bVBi1EsMJSh3$4!llElP$)AVGq9kC7K}NP zDTNHy`WSkKb*mLbE9T)I_kFe*_k+r;jRlAo%>9?EJN$6v`i43h!Axd~W>j=2v+=tI zHzckbs3H1+y-h{MSP}4YW9fZ_y%uRp39CfRh^Y=EqGlWq&yIs$Dnjbzh z>ipILz{ge@th$j80BL!t)vcYytD3xzZ-`OX2mt`AmK>5t!dH;$*C=7X60|#u(J^D# zzub!V(mUQC3{jJa{R-?qDR1MPhagW?RdFD9qrnAbQ6*v<^vVMf61IMrln`ym)J+Pqe-zH9lzS9*8+V5Kko8gsy9Vm5 z*A-H_)CS> z4B%~b{DD8<9EqX)`)!P45|$|4x!#c!9Wlsb`KzP)V%(BuAjx9J_pkOxENlN#1fR*P zhY-ZXXs6xTmxhISU8L+2Kh-iUXs@R*aNzz+rue^diWo!cuEC*7Zmbw0%)1S$VbFSf ziR@B1SMVHRY&OH4JD3|0)YjB1=_xZP&Y9|a&f0yK_;atR!xtuR`FR*BeZ$1!BayJj zl(@KiIU_0ohHMjfmP9J&psi&&_B^-Ss2v zSt_Qb#zM@AoaeB%2r=?_@^eVD8+7@`)XH#}%o0PQu$N^G3vXi=>{uwZ#_C>GpOjpx zHh~b%50mv4H%AN4kNAzJ@R?VCig0$- z-X-jrl(6RWKj9wxN-w0Pz&sVEii3V`uVti!;$=6yFCAtKY0hg*TxCB#RE9pkXmS%& zd;&9am^gKOUJYS%5BK-=2ZxpOtD^HTPGolqCtSJ|JemTTw3`30tn^eyRrzT$T=^P6 zmY-I%wHiNWz_#c39=WTgNszhg@?XD@?J((b+3t;ahp+d!Su=pVuD#``yc~BS&_{U1 zw)Ldlvb-!;WEB?wK^GpZsVcLdlqk2eM6oU+6%C07wiQHkIkv5A*jb&sDC49O2S!|2 z%_|I6tp@!LvYHwPEn4D?D#*mO)F(4>ay8NxcFQ@day0o4jX^IW|00`PzG`x%X&-t^ zUv5M;66CXf#X}HaJBdD1=wHO_O)zDD(IS)@ z9N~O_WQ9uJFg3{o_qp?b5Aw+l%e}A4(49SW6Z3A7Ogj+Lf%B|nR418A*eo}j$su;w z;^!|`t97R3w^YiT*e>TJ_0Wsrfc19Uz3%WRIkFA1!wl~QReLAhJ*1>v(5}-NdVJOr zSl!ej+b^LnvZ3|Lkx2@<`T>RU~Y*vsVo1rFkr|EBr4_E6BnCDUS63Q}`J z;)k}X1!qT`<=N0lVOujvG;lSEGY_UNk*ZAz`(+`!e^h5%Z2C)eN4;BKimfd02(~J& z%qP}`ZJ;`*T%%|Oyl3e^9|fg2tI{0*)@L5xR_e4y^v2X^pp2WwwY1piCS;1gAF>3# z|2?j~Ks632)*sQ%g3E@5HUKjg$H;+D={UZXQ&W*nvg?5MRE?Lyf znva|0>JG4+AtF}?N{zlHIQP83?(i*djB6 zi!9?=c6eqH+{uj;ohdcwE+RyRzuu6XwSv8--Y=q_abru=2=A96&lDQPvHx8ec1+JF z-lOm|H-DTOR*h?XTPXPXj430_SP1L33QT8a>RDO$QOuHoB77_U9Z+*|!P^0gDd%Js zL$l~hN{LKiV%lgYHRG75EZm8|-UOf9Y85=4lIUPZ_9_VXQX0;4s^0kq7mnVd?EKLk zHsnVe0;sC-@8-`<@B0yfA4QmmO7iOXj4^71L5Mr{vAa6h-D=*P<5a~t;=#%-CzH*P zfE_<#83#=yNxuif>PuznFKNpnv2;_D4R^HWW}bR7w_SfK0-cXub+=k|M?`M{pW%TK z)}w$F=hyznQhnhjQHcDBq}-lBR}J ztyNSGjar;DQ28emIC%}EPzp@wT#lVJgq&0u1UPp0$;35iyvcHqWo*@Ca&Ej~MU-cv zV&Nx8*mT3Wl26>B1Xe_GCh(fYgBFNCC+ymlTx#bs*ItB_4(&sf+`NK<8ZVmN5*<~^ zj>)B>*OG(P!>U^3!lYYOXk2P0V)EDn_06l^RxIAMA)*O8>zp)B0(4Fqz3%Lz|IFOJ zIBI6IWOWOgd}A^nf|7;hS2MZ|X_4?gen<-vWVpy3KiX+=Y>`X3-f3*K2wS>BN!9WB z5{`J*NB>o;z&_P!VNnG7ji&S_-o<(7B~mPO?~Z82L4A+;j4p9LWO8SBTd|un!|uBE zS*^xq(pA0uIk$ZK1mlXenEF!vZSM zRkqO6r)Q?{qWLSV02C*f$Y-pkRdJaxSw0R_cGNVwBA7lkfRflJTCr%VR>Gxgu+ zSzw;%f>Oh#FGq_iqIZ%XUJ;25T^tnXuEU}d?w-5803!k5zyE~7Q(3SNE+SIpRPuc4 z_2jb-PaVU7ci;57nyp@!Z)BEwC!4>eot0=Loyo-3vTyzMN=TX4P`JBKE8{TWXruGX z>xXm_yieADVgMPI4B}`Xm|i!{!V$R@b;xf5-&*c^pYCs88vc%CWMP=#$mh*6GyIEV z7(F+x>Re6v94BTfzY-tQDKKp0)pu#ounj8~`Bu1{@Y9V$u_V>%BpP09Up9WLoeh<# zxGlb@ie7GBolX09?lgJm|>Q^=3J8R}=axSBnB=xeuHL)chR zf+CCdFaSbp1ybMRdCnkEKo#C5xXi7N9%En?rJS< z5d^|{9VJig4txN>aiJs5Ps)e$OANoE4mzHenb|%z;g+avsvieQzj&H7W3-+4Amc19 z<2u>Y^jlzzM&Xq0sy`}Q>0gaFP(?6KwDf8%1jH#;W3R}Tz}t!YnHq1>0R zkn-%>fgjw$?Rrw*KYyn3!?bR-X&aGTN5G9f99-Su8hdn3P}W^_2amJ;%pD)kzu@({A$H z>CkOn;at<@8IYcsW;oEAF7t;sGdn(UviOq34E{2}H>Id4TF;kv2M}ol?x39Qe2@8v zlnDA@WA7yx@JK5@+$B08Z~gB){z8)C4fQoK5pSYQJ2J>`*k3c;>^fAn2)@sa*DjLG zMYX$EzwMeEc6{*W93k5*?D)ekW`_1G<#OnA_Z!ly-0W~E{pKehry?r@T4sq?aoRfQ zEc;-3)t>x1_P(|Gyzz+xJ*0b`sz=8hfHtJHTlF4-;)}%F>Bch$lh{rD1GkLN+-j1r zr^a4HC}@vWe|*&+Tox{P-Jfm*$?l4B<79Slak;#~yCB1VLT^v+{AhZ>vUV43~oZ{ar^k zYcI_`8sK>C_Kwiaf0Z@dW%~INrTuYIU0;KnIF(=eeD0f!XMM4Vw|Swh=|!f*%W3mN z1{x39*NUG*cf2+DoTPFr4oOk_jJICebv7#_^7w7g^Dz)+e`W^xjqJ(D&$;(U9xed( z`A@RbnhrY{_P+$*T>wPg8zgWL8I&Ak%~wj-p*qtU#?o=PW%VamF>vjE<(I24-PP&rVo~08xg4@- zgsg$FR|Q=rPAP$6h$BwK=rKRvJtc$8=Nz??t=+qpyT3!h7p+n1idS9ouS>{60hLY3 z`$!?>wf}?!IJL;YvfCB?==OL0iFpfW-b9aa!PpKI1HsppF zA~0bwt8A-Sg4v!WhS>jg6KJ736D1;DpEJ3QdNJm(7-+>v`ZjgLuS9UO1g<~CO?-pS z)Km=iNmL-+W&P$J3dmX%TC;?wXMj7ieJuHJnQL#EyY2!!t5^mZ1dp8}=^d4*kN_^E zN@v4IDz9T-jQN3Xd?-&JCBV(vZTZecx-v-oZ!^b!lF_D7=XQvFB7WWmLs(3r^Thd(V3N||ZI@kr`la0};i zN6#m}Kll_?r91%8eKjc~Vwk60*o;U^F|X9P7HfQdMCPS*(5vO<`4niW(wS=3g+<2O z6terDd$%_FQ@GIgDg22WD3|?FRm;lPByuk-u4knn29M206?pxGZeHcJzHzzrg7b3d zmu}aKLM7>a*L>}Ryk%J`3IiTpubGu^Qn-B`DO~p>1=D^qQNp+jtLVY=)Ga+L5sjr) zexRDH>mp@L7pa;M7eQkO2T1j=nUs|>qVxhHmRj#f`>XziBz+Qd;V`?r{V;#);YE~{ z;!{5}jg85T{P0lU?Iw*4T&Pw7MtB{QV7@6Q3D8+xYCfh;^X}@GSPdOIEa}%YYDhTR z9rhcM%y579ran6#I~qPI5p1>^qsbFRU-sJiSTnmXB=i3}g4d+-KIc!<%%?r57K^o? z{Dme@D+2txVaxu>T&90EK7M^NvuJ;|*`{6`{Dmp#Tm&<1F+r*WIP{~&z%B;J-YB3DeCBs!39c)W7S%&6obz=W7$%3LX{<>b6!BG=yvu?IRrW%rfFdi7<@A zH|w10bPe!PCpJ%s{%_>Q)kEZ6#mLY}JlB+(j~F@bb(@kwjlDC%CJ&R4)H_m@A{i@xk zMoOp6k`eX&{Vrh&!s7q&wV#in>nUvYWRlx*YI4L$3^BEuIFzBe36TZz8@FCjzj{PX zm2a~Hr}@daG;*YdX@P*#(;t8~!R9`EC}i;nR2Cse5)Y5)e(p$DiDjqxRPf=-p6IuS%xXRnjg5%bwp*N^LaMd>4?0*g#pBGQ*MoIF| zJav1*imXe^%4oJ^$8TV0B{SnnmoQDDyQKQ7gCgsM07-=3*tB%Hu|5=PEQ&ccxLjvf zxI898K+91`QO;45>D65erb0#g4|-_Wl64lGFde)!uA~Vsds{4XZj;&Q&;lQK({{4r z7iW#^$pcsqN!TK+;WC4h4A>P}>jmJ2HpJAVpW)r$*#^I3pihjvFy#s z01lMeSWTTG4o284wPM3ZT;|vwz7mnSu?GX1ioq|&KsFzG2MS|^LHrm?qF78T4!p4( zdw8J#Dv{fBm7?(yApIWq{Rchme{dBonbD?LT|Z6E)0gBZwT?!)m*}L_Du>J6TJEH` zJ)_E$CvT`mzS}?7EQQW%lQP;th>x#A@4ef|EM?sb;$0cm`Bw*u;;f56E~o*w61a;i zf^^l-$qh%kCMYU*35euqiKM0!ihS7DX*QDwPpTCiO_wMzk&MCuuH9adV!Qs{HWPj7@*e;tJcr!wnCWsaX^I-{vt~#4h6$I zV7Kf$klC`A0B@Ocp}ARaao9IY;P{KsKVi|B97RJk*uk6rA&y+MOO6Y@)X`wGoDW!P zL?4+N)EXhr#hH7nmm=lnhza2U^wOv%=cLzMrMu|D&_$S4X>uZKXD2FH(WctZO*0nkm#e)y zcPUb}@(9*jjPy9j?iz!~uE1|)&YD!2JUUP$LHfZ+AHnO*3YvT%f8|0+<0}2=XD8{J z1XWG=?w6}TH(-R_a`9Axd`DD-ONU@mWTJhDX_e#p`*q-U_1AOjFfnBlHVbA31MGux z{C_E3W@`NzA~8K~pvihmRT5x!V106jNI5r&LfbR%%W`K%%i1G)2KRJ|^2Sz`k%XmI zqk&)JamYyLb?-i8ozjn|4UyiE*Xu zSwniR=Em+>wY^8AWsy5()&BcY?AXB+lQkEYB7zNBA`Yk~oM&LjkT_qjNxgOE0ci3- ztqQqWS zPk(}>C5?k4x+=8dM37>{ztv2xejF^kG1Gk8tB)&6VWy)?+hJdwWuYY>Eu;TjxYlQW zycBrpmS1Nk2|rm3alhuXI@(m;G32h$>gUdIPaKaJ_TO~-ohfj447EC%J9GmBNG@eJ zWh=dOIofUMp&g97w_tWNbkxmTlUI#l?*2ix*?O2jmAngZbhUC5t@Supzfj|={6l5a z`;Aflt-_Mo;3HFK6UVjnQezd%z>W*~g^S{$A&(Vm(SI+C$_Rxn9W5DFrO1m(6!}t7 z593zk~(NlL19GVY)nUab=VQ4sh^p}a2h4+oew|Y*dIUc0L%)86r zl_}pcdyXA6Jp0STKkoRA3fW`vl16{o7;-&>XkbKcAxF{4NDSGkcqmVu-29tY$&Y6~ z(3uiPK^IrkXTwBv#=C{U$2a2K)2Cn;CvU#ak}R~bYF{yvpq(~nqeC) z6>WHc3wZPPZOLYj>bBX!VkyAhN2D*p>{xMCX3ksfRUgwLA8cEqyaV#cGquQqk1{mN z1D<9(HJw*ZuU#ayN$mEZG9J$SZuEDE3vhe}(({!=a^$cL5F2tDdRNtD*t$dwth`j6 zBT>}im0#`o=}NoKEUh+xs3B|09(o5ie8gzkB2a$xMMp=Zk(!@qhVGx=ju|7(w0(Mv zUokxT#I16&=EBX0$eD@lsay9YHuo#ts}**OgQCuqnV)$QKISRCeL(xAP+4K?wxs7i zbfA&>=>mU7W*c3xwI=Y`ioPx4kK*T4<#D>dwPC9J4z(sh$C5)P*87v&KJ(vOtT~B6 z>HBz5myq>7TR|q=arrHNVPP@;IEcG8j-)RC#|r%qpk_@6i(lBvmAM9<#mX2!=QKwF zM{yU1(4P8d*V?0n>VEgf-)4`H*vPCe+L6NX%UOq zjSlzztmIKS@UhvF;y1&M`titT2lb2;(`PW+lZV_s-mp&|3I1fZ(N}x?Tf3Wby)tpFYy#OG7Jc}M= zQBE@_@N|Quhan>0vVn#6ladK+h(m8-cS@K46skOf10SLEL`k~M0-5sLLtML&T zr$5bmpmEd~r`&C?Aqx>DQ_zovtw(p|AxLl z;hj-K?JKVOlKXq*(JbMCFmEwY6gK+ZG`<|MlV!PM%3&tIyI&Z}R2&A|{myv1EUGa% zNOSwXo0wG?^^9}dPlT)4O*>fR)aEUAE6)nbYXycQH$hP^nq-G1M5l=nm|6PV&vw&r z0Fjf&sV-@>5Cb^1Nyz^R&8roNQjDNI>e&1cOvE$&oHxD(SGx`Jh>2VG6KWa1d$%4R z!eL%d=W%|8k7PLuisXs9OIl@Ed=JU)cdN=4A9wVRNta39;-%R~&d26;4}5yEgY|(=ewAF*VMM9K0!vdXFc5M~C%04#D~@sb1GXncW=5T6_uPhh=!C3y@q( zfK%@SxmYy7F1K3IG{;ElS8Pcb(ThMpCH4o#*9vM=TW}Y0TVwTm*SgPObc6Iyka=fV3!6QL-d7>(dKx<7o)Fly^1sT$IPn$dO*^Utj{ARV-!v?mj#Qj@-*M&Xp^-)`AWUyqp01Z}?oYlE&V=%T>&+>dU_B5r!QNEec)KwOyzbN1jM-v!A8vj$g5IY zvpd*6w&cVPpV>zOzb z)&)EerIg0rjR`xt9#^L8%3rtv4*T}WL};?{?0+zqinY;lIjJ271il?0qQNRZs#TaGC%}t#K0B-ra24F zSdl@S*jECXPcSgi?DquM8NAuwJrUJXUC(ZJh!XhE&k5DqSmOOor>tDwqQ6fQ{>6+7 zWx-)a6FDvpP>YCoj&%Bkmi+YvW#*x7QBmPWwfs%g0ny4wC%5K`ABW|b7|hTzT80;T zr>UXG%`G-^KC(}N84=Pf!wd-dz$iT2d*-o*KJ!L*;`(>|`Y+h@w9?a7L~-wZA>aV} z&}Qpva^*r3YZ^xmu|+#gQ_V?Uc%n8&Zxa8C_oy>t;@5;UnB2c(ghZ(XuiB2D2a`+B zZ@69LHUD{R0u=0>vTK!D`IMa4@>|9=jI7FQ#+n0nqcp4DPcJTAf(wn1ax5$IKAcq| zO8@h!9T-tG#z1JEQSY&RrXfE}>a}N<|C~MGNFr%j`1z`5;dI_Eto;2sJ#o^uC~V>9 zGy@#>NI#wma6d8;5p<8iba~t9WBf(ns`rKGfv!MJD&NG|QM|RjAW!swjkU`E4^!_R z&h-Ds|0hMgEA*CBj_Dmqcza8ZGa`~A=d%?><&|29S{h){6wrMDJT_{7F6r~PioR~r(Sd96|&)ra$~1t&7@%$N51-- z8hP_^tD}+Xi>()pNdK|lL{U#M_*(F^O)fipSF@52%J{?8TIBfpkdXCnSaw{c3wzE5MM@<57h|+_Zw6}Un1JjUnmO>^ z+Z!;_L>KN&vEV;Q;pDi#OtG!mQjlQfzMg8aTzWE8_xhxTCm|22dp_jOABWK{obMes zv?{0nYueeh+*pMhjFRKK`QLc&>VS4ID@V|&aYS&5SgmL{dqP!h$?RyA zYyHIlId`eL3lsNy?q3y4aU=b>s(?DL-|(yQpHuoBR6```*Zq=;X7$Ii=g!4j*!bpU zTpBmG`n%ym{qPp7Rf7-JUWF}iTB(#aDu=07YB6x)jT(Gw?%7N1f#%vB=a>Hwd(z4R zslI`b`p2d49(u=5YmQ6{)*b6q&olnI2i~ce6gejY2(Kk5`Z5Zr1){jB=#HnK>&m$I z%7@|H)T_kVd29a|it|>m(V*VAm}~|3n=;C)NV`9RwJ?_3dj`w7Say64%dVTNvpA*_ z&@ucyTIa{q+(G1f+J7ll7oLbk_3u4I-T3yvm-PIx2kM&57g#Xw6c_p~6rOvZ5OdZa z{xd%~S+iR606%}aZss;ItwBCWw|A;yrmhK3;nI?OkD>p;Pl9RLx=%;GTqH@Kqr!W6 z)+~=Fx9j#bblc`r2yP!xqCFu=TdXU0jeS=9vqMR?%ulsC8tufKEJ&1b@1Ed;PIW%q z4_Hq&2$9)*C%0e+TX6Ec2jhGbA<8_o{9AWz|3trJ1WHQ8$Y3+Dfth@I_sY{>zO5_w zW+vpvb0ltcuSpfDi!z1ZOXLOWT&WS>%_CjmPnN_rFXDtEy4;B85Fy21?J$YK= z(PaC>hT&zMLxtQ&?N^5$G(3hcJ{ASgLnM(!oj(ITQo7$a$`_@n!T z{n(|$?HYZ0v{-tfe<8ftjbb#fX3HAP6x+$d23Z^n8N1evy+fU^CACl%W=rG6oh<(h zWiLA@RBEvLe`pY?Y7f;3r5&3&wa4iD@+GfA@!qTlXtGl|Q|heCKUezn0-;@T9)X?@ z4{O)~fLgnRxwTf`%Gsmi#JHusxkt}$@jVUnRlN}BvCxMdUoh`oDuy4d+OBsJRQdkd zh|eCuEQZ1|npQa)*~zqA*?bXph)24)l#s-Z%wM{q`>r~`)5Qz!)X6K;Q#%Bu-su@S z?xA`QQ6U&ZIUbz?nT)kO`3iLucg;N~#P!mCPcYf5|AecN8nRUk3yU_v#=xWxOMd;q zgg%#o{^YqE-s75dd8oXHe;vyW=Q $4}&i|8cjO&WIA?d@mBB%>H{1a85>jzb#yJ z%u=$OFs9dlo1HI^vBfq&V{(NcM{&OhEp4US_}!P+1Tv|%reo#&U5kJg7lXA{%Yzf8 z4qpwz#LB4}LX<*@q44>GJ2C}q*H@t7Fi?W5%`5^R|>pAoU@SAGtUcA^sc@K zjT|ID|F~f2&XSk@tXZmtwLKRN)Wcf)nJC;jvDSX2h*>yX%b!Z>=lBp2q>m)^QEc>z zf79?tduYl|odwIQYH#B3hIoibp@&S0+koWhWf8JwB1xF&6JXBj_r=ib%^-&5;G|OY z+ZgcH7c$I~&G95brJmLnW{4pKk*}mm-_~Jy4}=vJtJLW=%$octI<(>P>`ths3k*IU zeL1esQ1{iCm4JoZesQ@q+ic=Q9I)!O5vfH02~n?m-q-4&`;l)lN5!QZS18nnyjW8? zVYaI-0SP%ZBA!AwO5pHqNV-S$2?eh=;(uLdf4R|zp_}wY0pEj7)|#Adf@1T`YRpz! zgZhk`#Pd}oxU>)Hkj-+M=~{Ke(&pdwniu2dF0{R-!&=gf*J?>^6mNhTTg{H7@@nkt z5x%l2N`P1Sl14t@Bezzv|5DJ+MC_iJmNubdG5s<}xUo}d>{nxkd*PD*9^u9`PizQ( z07}3*vE(UG$cg zI%MTm^pA$EhqrA3%_55)HfoJMOAVvn?rY5|HTX5kA<2OBft2CHQNj27xRi@4k#$Sn ze$YPoL&G6oLDrv&yv}ni6NS5w5~_&l5m@ui@nT@?lwm_QA#gmXbnApqh=*!tt>c1M zA3)%r3HzTnc_mEX*h(lRx^DOEur9M6G{G?zR8ZAEdKB>N`tH2$^-a`y4z4GitLnm- z`p67C(Ny+oPGu(ymzqxV$%WE0aH{Fl-AXuT`6ag!4=)lgMsK?8i(bbi36Jy&6-EEM zydVZAR70|_uh7!zkvAE@f82Zwl<7;4ljka+pSPMA7>B zuhPN%7fTpLFVOK;f3Go?Gy|HC)XYTppYqQSv(rFjS;yxtCs~gyUR>d-bPH4pm}Jv#nqYl#4@Wc`EWCpwnP=fP#+CqhNKc$2d{&y5=+vS4ruj$m7(bsdvgRp zhE>Ic&VyYGhkeqhW&6yuDKy7g;b+FGUsq)I-=VgL>r}*(^%P9^0`GQV49ueCe$fjMwB1S4@TKvfur9!Tfd$|~(aWh86Z*Q= z2+ei;M4W&CbIP0`GOW^D5lj?-aR@ER4!oZAj_s4ouiGO!2^RX^EE#miCu`gFk&&^A(${MW)%l^kQt6aRAP&arN$sAcCIsayc@IWXL^6<$pcPAtpD3E43x zqHH|`K-ozFdJY=)bfZBoJJ+TS;osZ#9K10Kkfjx^mE+-T=BZxx@vv%wWGaFAQGX&b zt3;#6fDA1xF;=-;YgLJN5ctiC^-T8;cgYr2(vYG1o+957iu=fwwGauKp>^ahdpK|L zi?k7CDi`U3T-DzdI58QAdszp4s6vYrRw|cqqZf17r&hyW?leV^H}t6^W4r87iqJ-L zmPawCV`&QLZP#f!$StijOfc?nq`IwsQHh<(%rRu2G)I6IrzTA|rqvvCP1+7G+Dd@c z95G5olB%HTR5&En*lT6VcEVtn3K^M<>SnaWMWjkFRBab@6sek9jBf9Y~~p)HWYglA}=)zDHM>`W5%%?Ts4}$TP#3t+-K_&ub!<<7DkURXMYFo?XsmyAo0)R5)9@@A~7DgJ2exSyO z@h%{ZDI59NU}W@dO>{L|C1 zONS+rjD?GBW6FUEZDNk{rfX7hHlk$SOCzkU@S=+ZEa-C?&txt5^MY;{c;SWMrwm@` z?jA&UesvH?xdmT{F}lY7(OWkv`u!_+4qgv`jHIoEAO-XlbbLjv;;yU&H|h(CgjsAO zxZ+#?^M>4HZv2omVou)1Q#Jo%%$cJjtH3JJTmBA4%(oSZ0!ZqAqocMB0FvYpf>8jgI|bswc61S4F`GK2d8=RqEy{5WgEItIZ8t}A*(LA+4~ z03fx4+$#R^kJb@v?SvrkS=PkvY#QMk-~od4LE7|Mt7uG~Ln{&%ndySH$6T`ldSs!4 zklcIiLvgJ%g8Mb+nZUo;XkDn*}pVa z!dn*FJ(%`^rGN z%Sd&MYf4YMzD`TuabBJlC{nRX>x-ZF!CkayIf>{WCs%5w8bB|mXeJxB-8-rYJo{>9 z)=k0e_gq4&gAzCACe;#xE!pW6fH);tq`dv@3V#Kbqw#^^$y7B36?(MF@+=yHAKl?T zUZKg%(>(BzQ5I~YDozn|E)C(hFD>PgALd@W@4d4@%$4eO!ebClm@l;?wJxY_cOI+y zbVIO?4|%^i&!Ae$A-BnQqRP9PkN&%XFrLQhy!A4V7c2`FeA>7+j_X)Xt7~(;{tdT;>`~R{kqZ@4n$P??74ErZ>C;u)@I)3@=yE)B@(2z%N7T?oHho5-_uSALU{se^g z`(dLEIrAksudgJVCts0k@x`%u39=Ead{Wq|Vt>o$x*&@sm+-(^~tb-y@`%bLBut1FE$rWj43@fcl`@ z@67p6h`O(jW(`_QINYHr=(AO;KWN6Yf-72ZLNM9rsU;k4>QHa3Cr~T+5FmM>`@`UR&A{qFYf8b8) z66&(|ALzn_i?I{ZcpU5^0|K1WbT4BVXQs-8ah2EGr@wR=Px(PvNFSZ&XTbgPb4M+d zfB)}v?0lJwmHsZ9pA>a3G^3yzu#%N!0 zexDsiSjoF?k2XS~;ZA=>QeZz!XP;}hvYXgdxN`{hFOXhUN0ByAU(RV1Qb{(0=?D<^q84rIC~3Y{}P@Im|w zVy}X{k{lGB13z)KwI{Z`>RF;_b%2b9!oT8*JBPkcD(>(0#ze*b@qHB&dGLc~0vmqm zy|?1NtJZt$<-=nwZ=0HFda&50;4DJcZI$TP z?+ae}PzoKgX9Y+NrPY)kd(=F)`^<#UtmST4K7H*yVMesNK`gPoBy6jE&p;JpW; zFGX1!JnRSN?+C!L7aStVXd}7{T;vR@2^A|ufuz%gZ8vJ!zy2NnaS0Gojno}}w7dDQ z6{ql`0$z6pZF#z%nRIYBy6j7F3>W71m8PnBPYx|Mg`RkVpd@R`optl;-0d{QA0}u* zTZT!M#GdoCnSUPe15WQyf0<3dlG2$?$In_;rE^K8>Bb>Jji39QkG2ZZ3oR$|@u}yD zhd)@V5Jf#ItJhB3Gri9fg)(d<7$omE?{=~JKojoS zdY#e(SoJ8Qz-*%1d7k;O50e!Vc<)3Is1FmND7X!rsTY^m;(2!3yirKGVB>_QmC%hU zjZo<*oApSb_2lSz{2d9HjCoPv(e>Hu>(4bF6oH0d(qq-N07f)kf1Yaj`jz)*vcO1@JQ8><(uc6Rg_s3r0ib~0=*MBS46#BhtMZ#j<) zPi{dHTaWuJR8q@rg)LG1?nemT;SFEl2}VaxDm-M#6{Ri*n|H>BKPM-pLWHlkOv-U? ziuW4ty(Sip4(yGOoUV#i#Vw>pF+vOdIR?1%uu=zs2ZybO6iVftE9ahgM(5w_jZ#o5 ziZ|Gm{#-6Eiys|M3{NfrnGBxyl@p|@_%GLTiL!Vp35J-v$DCNPcaMyvPUWmzoI-B^ zND-I0J);ou>BqZ%w^Z0w>rnsoRyTK`2VUrxO@K+}W<>K&raC}bj~(_REN^X%D$7#0 z3?lfL4bPFdqKyHr!Tfo&7{>#iz_`{F*e5g?9;U0H)H1)Ku~%!VT0 zT~NSh<7g|iSE;nGN?h2RUGdYu7^$!xeVnEZK4lsIaOWX%;+MnzoBc&Oj+E;dNS5>U zuinV}rM?Ky&4|?M&}t&Sbkt%Kk-0AjWw+9@iO{#`w&_hh&CT#aO{N-(v!W?M`z6#1 zhnX;-CKQFcMu&HtV#AEf_rwR7K)qkoRPIvVlHpbaMsCtTMV8cr$|5*K@g4)vL!mr< z>J&<&FCKe|inZ#cq{8+-`C?U1Yb`9DWIA15B1tJBvEn!0nO#_=X56GbG)Filxwv=M#=OvQ=0>6AtRoC?~)mV79xQwl^#Ao+s2M>Ty2P_^O^5%aNtdtK~v)ufdF-W6G$cAdgX{H@6gQ>3Aq*F}$?nR~D0lks^f0UzmKnU0JBxOf(z3s9O)=h3()?ISA z_kE``DfW-t5kmDiZ-T5Jkd22}SQ8#dkgg>d?1u~DQ806b7i(z6{kro$av{mCy^7xt z*p(G1{ZA2wO>iwMC>2oFLK>FlmF9WAh1aN?qL?v=BJ{6fR7l!h=QpwLCPSa1(>Kcw zc86c`nU}YR5-c{%2tRFKoy1qs`YEpxU@OHt5LF)qOmO3WnjPw&;4Qs_vvOJ#`8Xst zsTCwaGT+X_2xp-GZsXPF8DBZ8EiVDv-pZq@m--+BN`1)??C=8(XN?Jt-)-QF1T?go z+3QM8(<0WK0V`ztvZdl`#e3=Jk8mq5;VQLY2bK!am3pRw9!?NMQyxsROJBGcYjn&{En$Itj3fasv7S^(Tv8LTrYAd&Xuvq+MA5+_%baoSs zoCtZ(@lJLVRm9c3PHeFnq?JCt&DTjKg$^687Shu4NMQ;qB_V^%EVvfur^L#`gk7C0ekj@Voffy^?PjR1>(`vOZIa#m zTie9Uv5}g7Shy`OUlt5UoofiW?Nk&~POF$9U0pxuBVVK}=l=+(?Tfr{Z`e}_;IFoI zc!#RA^3ZC~xZNBcsztKUEXuK-lww0mmk9D;WWP)2X7aRuc%@DFPf~j$)@ww(%c#Y0 zf*H9pD%35s1bA-}$wBW!Z?di=voI0fY|pHPTpt|Er4b*Xg|Cs(BJpGrX?}zHVqN-B z2g@?tDS19wlA;yav-=vzx0q zAO26_z;oq|%zGIKNt{!Ac8CO+fQ)0bTXGf()&PJ-eb$}tG{)zhXRbW9#v=6icM`!0 zA;F-*zOxQ=MN?0%KQ~7J-wiQ)C3iC=k8+{*l)_uCX=P1V?W0`8wfp>zyw6y#TYG@< zl{g6G2B%XQF@F~sqFfkF{X@T)0N&HU8>p^Vgg?eZv!v7_kPg{Kl-kNNo3!XvniU@U zA_9KGmdjtR5KRD|iQ_+s>=7@vo!l+Vr9>b>_$U~V61g?b7-L0xxey%CB1mpc-6XTj zn~)oYL3C8YAiLG=!ANkZI3Ba}dWk~JM}KQWe1sz`CsTHeP?pi1@zHF*LVrZx?gm8? zK+93<^oznd96QDL!5hmyLRfcT5cKNasZo~!BSKP+70C$C4Eemq9j0)s@L;v=Lc_mT zenjswSCAO)O#}4Z1((Z6$cTT@5_b^ny-;oxwDT?m0Bd!_PcKCxgBTk$MRIgOnRtuZ z0@{cG-T_dKUST7YSoh0nXDRD=7!p=u5+&=16jwzMZs9NV6SY{hI1&qCA64YM{|ZUf zlm_4jtdZQc`lWp*%G}*T-O_(T#1oweDV6)C(ZDiL|0PCnsF zu&rQMk0g?SIdHw#r(%_s6-CJ3*=NK0p}99JR0J3Rmws^h$J%xeym~2Q%X-~If|{$i z@8ZrRpzKMa_GAa;huEmQ*xYgOKq(Xmy(9=kT5UU8x#7p{Cw`Pvtdbo03MCQpwr;vQ z4vhFLhKEP!nANzbJ-gWZ77TPVlBauzWlV4sM6mO7SKDg6Dw$6<+s*pfhqcgQ8Dd`a z!rBV9X+L!LmJaX}TVC@a;a8SCH#_%R|7dy^PvJ7`b!jzfQI&Hff%^EhTI$J))vPSc z;9J{zhY3Pl7B~9Ej=mjUNK5p^nu7j_mhK8m_XhiRCdlujpx7#XXK0U`Px?41y0aMX z?jL#!B$^oV#u)T&$MaAU+p*tR@-gV19ro6=X6H8l|IGjLQX%p^uL|Eb9l0Y$y!sYQ z{G6o}pIF`H zXT|9xVMr*v4$T-(Wyx<*7b8`oZ~6UF_o#))7XU7f$^?|AL?{mIl|_2Jeu176%`hhT zH4a#Z=)#|~7QQLSj2b%WiKKc*2?C=jn$FfnZL<;OylskpPeFmEJa6t10>`l@!5ITfjs zd9WHvY%V4|JC@9)>2`QLy8R@wcrnewaBIhHIvn?9WodB%duCwjoAiqG9(CQ{K5?1( zkT{|FX=~r<`AgeI)a1&iP#hlCLda71O;B;nhYjpG+@d_Y=sRfujHt(dukZ0_9mQv9 z?^e6kKaM2s)E?`J{oHUpnd$T&rbT7i<(jkJu4$B$Z)-$N;{z{3-yQ=4Y?ChxRW8*@(2GeB)_ZSH`;6YQ)=q6iU7apa=8MP}w#d~JAD6UFKTZgp zTLd?mEy$4}^!n&!R5Z|vT0{#Uftd-BCw)h!5`x! zU4bC+YXhuhGC#0`?y*Jxx#L^EqjRGz+I0J1?)VkJy~;4rTKCpxD_2)S+jz*6zT5|W zxZ?ov{Yzyo9BJQb(Wf&wW~Sd|dF|4d`H2I!S=)*Gg%1M*Uw5AN1?8!Gb!g0Y-lt~@ zo|08YcZ^kBif_zU*$y;H7pb8 zICqWQirdSQdhp&zbOiQ3;z9S6Xv;bEpn&DzRT0>Pg7bizZr`C7}Z`(sa3Pl zO};~N=C8gEyQ>7Rp`kWk+lNlT&JweuMKwk2G#?T-G8O61{0pBuB{~og2@M+jGyd?Z zo(fTk&{}zaY~@M+&dDJNv+FEr#v;>!W)QlHt;JPIm&wbJnaZK$_mPF%R;NPPF5DNO zmf%=4s*H-ul4AcsBfqRD+}%~Y+}tJN?DvQ;Xo3NdWNu*%5!{5SLlM4 zuU(Co+pOJK13`Lu&Ss>TgkuR9vG2%tsiC4LN$qm9zpg7Nk`J4E2@p5`l(h0A-XcYd zk*4&fXj#g^F1WCgU@P7r0pl{D#aG-Fk=Pa)o-_rANGBN7sJDN;(21(>>=mr`4`#OQ zwA3QSujl@>P{WfM%OF6JgDr0?yf9bLqU$mqH{r$PO`edWi8}NB_~RBk!0tNuIZA7a zl)x`h|HhZQK+;2fmC;Q5B?4?bqzjpodG|9!BHH3u(WE^owjAv&C>_08o^KqhFepnw zPU1pqn{!hQF5$&5p^CD4aR$tj>mLe;b8CxJx~6M9yY9}i4N)!2s9PbOvK+gRUd*s% zD4C*%XRFq7m&Fqd)>RDIhFhiFhg89hZRWtrVROEMqSuM6Em3{k53Iq~jmN39KaaZw zUQ#_z1G$PX$!`I8{jJAD2=CBz=GGKYnaumy&p*`*KnO0p`KpGX2^jh^x~o zL_UGLCfOa?g8OCX2@KyLM$2&~T~fILC}Q-S@pw19DBOf?pa_#6YqgZ+jGmlFQKp#B zoGdL@m|E-GapcvHONV@@`V~>Y3X16w5W$e0aJIO^)P+p%-e( zEmQWP-J)H_nP{Wadb`wv>*Xdajk_JD^j8k4u-{qay1Tol`_ZE|oNS`;GxtcoU8Kmc zIIeFCB}-ay>y3H^jj#PXl_OWn zn*D*5l*fqr;U3TYC_(cFb-*r7aY?*bgA(1-8S5`E6ZK0M4?AQ&AG603GVi>$Qw@~h z9_uQ+xxH~rap|Cvts;GV3cPS_f_uk^2t$=^y^Gp)lV}U6rMXAoGIH1*O=YR3YfEsJ zaIqkyxl6dVQtjf`n zVuZ!Jqoek}f>BeKu)v);ndS)Gz?ZOPCv@zR+)WiXBm{L4*g`JcM1q6k_vb4(K*k2J zU5Y7-=Y5`h)ItUR!x4+#incsOD(NR^0hoD9`wHExI1*e?V(tH;&7qDt#=k<+TJIVF zHmBop5x8s=fVA(nzVw1jE8emDXwar)SX*gads%bRX>t;RcoP$KMe1MMQsLFZalxi* zB5}B2@ipL)=z%rriZJrn5=X$uDZXxkFrmLRJh)on^ObwR+;i)AIqFvI0z#O~tc_tf z0^ZvQ4&c3QPKKatMyVW5wtb6hRk`PBG8iermFnV{sk1z+1$KsTb(Wjq@42cA?U}-z zX?+BdL5OKB8G8G-x*@HtdhHK+SX$0lGZjq0U*z zLFEfED;`GS{)1sWnKjPx*Dj^W2v0DTyVXyB2J*~!e(QysiT=;Owk=4mMK_rcN`9u9 zwQ1=7j>hTk&mKo5gJihKhpK_$TKnN8%8QJIBA{1%C5< z#a$NpJV!4f@~>j?*dZO)IpFo4R*OEkxR2Om7Vusu=;*YlN!NC8QRb;i+qmkI2dq)W zW$2v@g%pTQW;(~bA)TtAxHIGqFMB=bG5c!Fnv)K$@GWl>Z_N$Qmg~H}W!7mnVTVnp z`Nu5j-`zfU%AWAJ-|XFfq(|wsML}XDA)UZXIbIQOcb@se zZbUeNCsJ%q=hu{7ca)uQseR zrQ$1g!Yh}6>dTy=tJ6AwW!~}AR6rspIi2dOxQjo&u4g8=2npg`{%;aOg@!dvH#A#r z6ebAq;D%}SfXQxo)bx031HP;;2e zn<8;E#XZ3DFE84izj})S77qK>f>3k z-m!X;F|M>E`$#I(rg@^Z;v}CiW--~6R8A91H0w=(%-ldR6TToA$$5B{6+~FjCn)G&OFtiKs zsAEajE);dy(BFLQu|-#_aIvvpf9f=Q|HO2QqK}vVEro$){(tL>a;zq!r8$pUa4w~F zptN0TWU(@V?WN{bllH|jFwvFijrF%8cwCqmZBBqOK_@w&=6#MUX)9T;?D-A0w}qe( z(QVJh1O6XcXWB#g9@XjkX6uU{HJ-&cnl!@d-;O8?u7nV`>^R57gzUKbGbulgzs@gw zlSO+p4(_|Us}a$ zT;+E_1UASs1;8;bEvQG3NJL)#msiq@H*Ar?a>>w{+@3V#t)l7sPpz2UFZp)1L|u2QdIDI+_?le;rjiQXJl2Yb3O{J5cS5HVc zicK~BoT<4dY{8-iV6Tx3!57-Vf-u8~vs$2J(J(gCuNe#JkI^ z>RGrW9=7KN6!rLo^Hj}k8`>A*pgZc`NgW&<+(gitdMuhV{!*Pd*<~P=(o4SDhIt$M zbT>$<@(e-yL&&XAu17KuW)$Gibc#vyCqDA{y?Y9eD69Jn!(Z01AFK0Aj2geTpj$iB z5?)pg29$8OtD=*iC)@J;HW0Km#_uv#kj$iRbKakxMG;l<#9hwe54wAOGc{%=dk5m+ zieUjCVK13Rs3sxVp=$e+dcO`~2(FD!O&UZ~WN_oryz@o;`$R9lyN(8_aVeU?(E$z0y^La?2EousJsS>@c_g(^1n+&4Q}_p-Ey1p&mrr%wY?;G z$xcg~E8KP#6o>$3e{bvV^Kimgb?;@RHM!FMA%VeXMOae zX6V&lUj%$TFOEot=BSg)=R$7o1+TBEna?<+o8nJ-awm3I*7jRx2*)@5KMe<-!;eJz zS7|hqGG&QNZi3Y_o!vVA>Mdq#<$#gzUEdAO_v+dq7`p4DeaIeB99D@}x0A~$onj88 z_?5Uv8i+nx>38*Q3_9_2=hdk3#Cl=few`_4P#6B_)z4fF5BtHUAT~61d!!F@{?UqY z%e>z3p{e^u3@iAom+C6`!^E`j)qMCu6&`_x?8@BfX&0~b?k0;$u;`iFZjwvoI93u) zNU1EZU4T<|x;WFY{3TD+LWZ9u?#WZ-^cm(|T|J8E1DhmtI&k zQd3wGydp<=T0@MIl7%@B@6En_i{}6SLXeR~i7PQL>(_#&LpA2s^wO&IwwTJ>r!D8J z40gdfHQ@G9&!=PPR9}q=$Obl=L1U+K5L0!ab29$8Jgt&9#Qi{W`DjThJn}Z@(bg1S zT^15l!SK*uwGFT=n$=r1HQcP~ETPU)@N%-0sh?WmBeEp9BXWimsFy5F!W;>KRR6%r za{m-McpKufrDaL737+JwwOMI7%3krr`r?#0K#ohWCT$7$m(K^oC1_=7!#*EIt14#$ zDv6X-{Rw=i#%_3_rEv1ZmaW)Wq^K1sya|7@Cp>lH@m2e_l>aaR778^G(`C~(Uld%? ztCu1x*~ovB%6w~O5xpOjFIccth1JW_gf=|)x2t7)jc|}cNo`q9bPgHdK`N@D{?eXl zDxNvm3w2$c3RjaQv2U%n-s1FuH$eV{(L0&@kez8#C3=$92^B6zbQ+5*Av!0-$AR~P z1m#?${1fblT}k~_tABu87rao014RyeDYQ_)V57k@iLl6q{X#T2*sinr(R>j3<-uNk z2Sq}Vix*~u_uK#%?={kLmoZg>)qIP6G5Y-67_KAW9-xXs3K!W(IwwS{^!v&k6LS^) zyumwn7xh|*I-8Pw+PYI_9jwS+j*S7Ye=}kJiqW5R1%?Q!NS#r*`=S4FI9aoo--`tu zoInSCWtLrq@mph_t;2q^hF&d>a^(&);zZxOW7x{^Fg#Q{N`Spu8G=@lE-bp^?{mNEYB}c!X zesD0sQ)n2ZxIkPzOg9wh#Y1tUsHlvN!Rz7$d;RM z_m3z|F}-+cYpm@@pzCvB7Ru#TuhDw51!VuqJ$UUgJ&;+AbQRD&g8e?btX7dMw&X45 zV`H>AO;Qw4kFhZkc%cvB0eJY~3`s@kfhAUu5$woykOaG#0TmY#BvTgzO@b4}h?&S$ z?IWGD(Z3LQDCM_)uIZZKji!ge3t>BB6gNEFYE<7KdNoAa78FJsqaH@Hs1+BE5SV`k zUwRub2av{O;&hqf>Mu1Ucwc9o-Bt!_G3EyCB$5^(pyD7&`;nlilpLFqQv9QJZGn|kaaAz(j{R(y(0b@Q)tBB;CrFsd z9vJRbT)ojow{e*tZ6buN>)K%0U%|N8K5Yq}h?dKLMjXG6Nm#dT{R~*h5tZ;BIGlxaF6V%2rnh`jL8hgQs z)#=&C(K*std(=%+0@8Nvfr8_aX;DS!bFV(;_rwoy>gkbq#U1|Z^fu?eS_zlWgZFdN zF^9D9Rj=u+qVpt&lyu|rvm>DJbui@mf+(3x66EkN90BQ$@TlT${CKlY#Cq!;GxFq> zWf=KqIxj$qZ2WgUb@o;NbUFs1{6MVi72SoD-a3ARw58n1e!amII?w&@(gU3MFxc`Y zN$Wfq5m@edB%gS8h7^~suVYF&JRBlv)`_}FusYAV<`Cs)r6~bBp2LM-e!#Oms^8mS zw%XH}&O0=)b#w;5l+J8lG2r*7^V}~2mtPHb8m+H=jD8QU9c2}#x2DGpX5N|MJCARw z)wDZc4sLUX0PZc9KJuAAEjdo{!t4c80MoLFpG@|y#JeQtQ6??v-%gxl!UD_z0TxDh zuahLP1mjv6Eq`jtl&!6~Ct6?$YfjyhpSo5ojvNLXSX4*5cd=NuF#f9qDooR&P)75{ zAPspEvQ~m;BqMf@qgT)C{NYaJ*G^N$6M}Sw}OqE$* zSe>m;F!s~{I6qQQyMW_#BrxmoO6>Ec+>7pr5?qmj9rYjp{cka7_ZHfWt)Jj&B&!u- zN~dNd7y~4SNu&#_{oM)7qC_pOz5XYKsxBx`U5iucJ_rd;Vs*G{QPGMMRdQgli8qmH z2SUXwWE$|4vuWXfJsC@Lnn><}uF5Xrp>=<_YY{HO_v|v;(@hDBL?d& zHi%Ro9Fd_#Qc8f%l(U20iWRI-pe$&>AZJ&a&9m9W-o?+?7;Fp^q`L=8Uy=)!@|bk9 zN@|8H^C*iE2R)p_Me6y9<@B(bh5(Yl!dj-n4$qBiL!{pYNw9J=h7d%_-Ql=6s)yo2 zi}D)h-gKe$p0TmkqUYgIgy^uQ;_9IU_MKZ_5dRYrZtx23q6W>eSZlpp(>QLKe(b#3FqZbu;0Xc0H4&$+vj~$j$J`!|5A-jY| zQf7DFzs~>PQ{o>w|9c#(@siyFg>}zuL8Y)=?eA5H_xComm1|4W$axz&r#%kVV8@s) z{8z=KgBoO=7k+pI)*d#W|8I!N@~TFSL*5WN`tMb!-FN2C&ZFGj&fO->MWb0XTVaS~ zx=gH#(~r8%RU^m&;M1+FZ4o)p#Z0w>DFf0X?Mi}H6Q@L|YCT{`Hk;$#o!Olrfx-)9t&U6%SXFz_4ECg(9 zFG^#b|I4XEWTy{NrLq!C75^(c)l3Pw4Fa$ZAjg2pg#2-?$RrI7axtqyB^`fZTS8eo0A3BH<7gAwW9mRVF>uomu*8U~0m=cfD zHV^WuW_mZ@CZky;K>=nO`@dp7rUPOIYYOJ?dk=)=c-64le}*MR=s~IpKVy}^0(D;XX(Ds?K#et ztqzeXcp?j_^e$QN#~&v~zcjW*RYds7#CJJe5dt-tn*0rZzWB`dn54;vu)7aDp_oU#=eoBu$ecIi zx^H{1`5m|4hBvldnF-0r=FM0JO=kWHtdMaMp@|vx;v)5=szN6j+lH%5Q z%am*xXxmyjdns=MSi_DfZP`sR^1Z6hdukD77|@tjggbjj`LT4Dbx*dTH+;9A?D(Xy zz9%-mHtnoqWt*p+_cuVAd>h;>N=?!;fWg6Jlzk1cKvsrZn!vJj-1n-sj=IKQ?%`_$ zd3fslhUpxv6~C^l!)UGD`x5$EYSqe@^thF}uYQkrj;x<@aN@&blg<}^QchcBGRi_@ z*|#YjXYQi6dp_^B-48mriY^)+i8R)FzW_SACaf5ie(E!@O{CiF-F8@~g;bO(a;uF8igdQKNs++6(2~XcmdFv*q5hc<|+Z2hUB za~g*475)b(OAM$SUYvX`>{wWX=KnfRy55~GkVcPIeprQ- z>nqd;i@&DlzdO&ZdVUjFDN}E38%G~yx7C{V>B+nr8`eHg4ElS-WvS6dt>ovYXO#3v z(TuXabPQ5r#CGOYq5qp6sfh!c@$@1w_m=RRh-e3^eY^}3TdHSE@7l* zL?fcbD!p%<=Y&IU%Eb(AyLWR!Zz{NzF?7$Ud+A)O;(27{2A${r0Sdf#>BjArD6HMQ z^(nsT`r6Gt{cxoRAmm@uXqW5kaMtF?z;j$nkk*81f|hOF8QN#<9`NYa83=rN^KsSt|tCJH;&X-S8J&SE?wu-Ze?Z9f23b zGhvu&IwsVy6Oksaxz;LuirRe!FQZ65{9W)=6$BM%f0=VN9t*m|(fU2Dhm=6S)AGlS zMX+t}!j5;bK40xI%DJ3szggnQ63-Q_}B>aCoy?Z#*|NqBdsZ`1_R1Q-rq)3wUMv+QrA<1Etq*B&mF*{Z2 z?M#X&Y#B1AmZTxJl=ErGsT}4!<}fxhcKq%0`(D4_b!~s{+IGF3d+m9DKJNGX4J?hM zVN8$GV^@UUjV6$>zebtbl;34^yH%`rQ)R1Vr;K9gf>9I3h&3z6v-pf8t<*0$DTrE3 zlGC*2pW<^#FP6&$*_~!dk%dddwhu{s(&Y7l>LdnGksomhZ(lF@Hi_EwsD1cvvk6Hj zY&9W361D93IC9Ba;q)2GEy)Li(U~O1OSPm(v^^qbfN|!AUY)dGe*Kzt0q3>U)?VRH zn1He@7*-bj#kqe3F-!AP765DO+GvaZ{V(0%{b;{$#)_0(6T@33YL<&~NA21-D`GOH zh~bJ14MnSM<324(Qb?`B^9=Qt*5I#U-JTn>MSSVGn4);oZKF^6B%Obn4w5{5$Vgsv zh*Z>Y6kW5TRX!e>D>Uk^%aY`$2H88{(@~L zsIh`T0jzxy}ILnlc#(<10oaQ1#CL(@spuFC0!%E19KyjsUb zIY(>%?cu~Q9o9D~ahE^xaq~<0QtX+-URI&U>Gx(qnTETys$SgaL@X4h}4Pn7~)CyPDTu+-`PlHv{MujWik5ohQ($vUn zO8f^cV^h5O!r^Xpvc8*7YSW|tT>{UK5i)&I1RH`LGO^7F# z;J_mzSy#0>FHxzpd^u*c95XY%NG?Jk%&YN#!UxvR4d+IDw#W`x&6-57-Mo5UwwA81rUYu8&AzsE>?>oEw| z73m_>nQ;ge)w}{WISMg_o(`Y~S|$oBN&+kYd2;M5Yp0T+(9c2if*78DArwSNvhUTZ zv8CyDW~avRnNlQ1?I9dFGB_KUGJ|7V=@2@%JKB(=x;R7C7~;hK&x}t_tJ@SA-?8U= z`y`f^<^zv?E{S0zz?5iCle%l0V>opYeJ}$13>fi#?@EoOH{!iEc)&7F*J&WiBDymT z^Q6Lfc@1^7HZ(07QN**ER&W5!IIcdonG2LA+poYO1dH^G(l5~UWDfR<>7!Vdyi0dY zDaP{p-j&+i3y2#>MzDFJ5_f;Q_IP-lf`g>Q3mu(jUxQH>L9u@8;(Ohzj)oG#XHJicIMRRXjwvC#%ok`2W8L!C`3J&PCT#=haOXC`<* z7`>qU)_E7M!VbLACCEBmpa%=xN9iefy z#8g2p(zd}cn@rs7vO*1!d^=TI=&%SEN-8RVUgOx1Ja}0H3XwClpBOep(|>8$wbcUZ zy^-jOkViCe;bbAX`UVLXWNY94T+ar69fAn?h_+ee@{SlwRu@2u{E!LDflS1jyBrM| zIqDt_y8&{=`yiPh|LRS!kZmhGImPPxlZEFL`CGafI$`vFchVzIfFio*8h29;XKO>+ z$Lb>&ymVIg{DP>YHa-2P7gHtkE8U+hB~kEY#}#6GOk+5X$Z2xzYIj{Z)S5`qN>fl| zQL|G?u04K1)A{iObm}*NBIbPw=EA!qyDZu2OALb^tr*^yy>m8>q5%dhmS zo=vAoyfZWe{u2i2B3R1db3N$XUT*EGrXsN4*$UwYpDz{hR#vkqILzh=(MQtipci`3 zZH4<*ULeg?peFV#20dfgXiH742aef3%ka|aY&zGc{yQ)FR*%dM3E-3HMTXaJTeS5E z2bGzFX}balBzEqH4oS7RBBKd4clZ4OucnCggoda*3*Qcv)cy)xQoRuVs>mmW z;cIYJbnO_f566Ke7EsZL(ILyL?_F+$zh!UxrGCbMjz{q4gNiiPLI1Bg^z?hFvV$LJ zG(6NZb<*X{oxrq_w%f1ZKu`He8#C3f^5qxa9`)^vZq#|BX__?o@LGIU$G_caavg50 zTQzh@u%A)jZTZ2Jp+a zVWcQz>$MZvA0Gd_4rLSpem07D;hpB!Q2BpD9zPT_AIK(RL2ril3P;vbe*Zk8HIo-L z*8qZU55+XwZb|a@s8~HXDdSVb+w7(Nxk{^MnKKi7Q}m~z4fR0tu@P~be~0ax-T#{Y z0Q;)&`<>){9`6_GARVS@iE9;?PnzY7x_^8?l}es&smmVvth{8*72d8g)7q08ijjb~4XFD&PU zn>Oq()qMMtp57usg z6n(ygZCOx5Gazx!2lEzgPqG8s-l-NRsV6L!J{vR6B&qtJ{#;OuI2 z-)y5_NodEtudSksqT15+Iv)c^jXDemC|F7A{)bsmM*|kJy#g9*O)%Q^jJm;p4Bop_ zn6T0>K6CrvSC2LdTMrx@dt$=WuUns9nQXFO72TSI+$C#lIs{p!z8cx?*=w10d%;aL z0RK%bsA!fKYrCn9ZPtqq7&Tsk92O2cl3fDff54)*F zP~Ql|)y(sJQMm~-|6)RD@99R$Y112(j1NuMB}R?v@n=47$}v>r%63D)q==l8zymFD zRAho^Ry9{4uLxLJG+%7OEF-b!Ns;nN-3tHJ6Pph5ZP!D3E<%ZApUsxJ`$Ur+`xrN0 zGE;8Z+?v)Z6rMlk-__FskiI?<3~JPHIeOw~6OmzH!d%p5T^n+)Wj`1W{`P%!lZjrw zEe_H-IG4FIR@Ij8u9{4DV_&B}(4JpOZL;cL*$4GY<_n^lA~Yg;gH@8zqQnkcCgIh@ zy=hp|4P+KcUYn7Zi=qF`b+upjjDukryLh!z-ENSzSq+g5bAhBSy8EmNxaaf-Ar+!;ZPQZK_L}f2)Z!)*z)V~##PsrYt%ahd% zouy7pBLg}> z3n$_cMI3Nn?ay2Zy3oSLP0WB%#EY=cu92$)?pBf)ozy8XJv~1&SR1|eU+0e;%&JL#-8jqJ_?Htd{*pS-n$3+tt+? zq=n;nN4uUcpR`e|-jw1Ngb&?9NcKyJe{?InFSL5D1_u=UYb(GZHK4#XnX8D~Db}Fw03O+DG>5IHMkc4gNCF@ZT)jCfE zV%rCMlqF|ZRA+^iZg`7ncYKf(zZq;xZZ5!Pd1=L?nG%9q?X$shomJ#tMizu;Nis+A zIc}7&X?JWmnt$v4Gl9CaoxdJ(X3Rh0{RO;YNT>K3`{buSerwB??b0c`ev!Rst- zGm`>I`gDZUYd=LhCPuGY-^2zNg`fGGCosOCuF-2Ydr~1X(*t%JW*#7k z=HpTOb+6oKq2iL2f*^he@*3hac(h{+f7=d8$Y)kmMzY#w^!GqJNJt^$`&E!#yH7B; z_}tHpxqXi@*88c&f0myc75S)h$?^Qxnvb>L_5~>d|9Wz_!XyiyFyZMGyY)Ty)&@xF zWfiu>a62lqblu%!AU%(f-j@uNj#oD`@~Q0Y<8+z4^yiy-$QwVA-Sl4a_-6F3dS8kZ ztNm&3^W};#?*4j#Q}s-MgB=#_Y=v<~w_HKjDT8)bLPz^8b<>Pv1oirpiUM=1vD#Y+ zOv`JCWX~EM;k~R?+1uCzcU!%CI6Y?wYwNI~_hvNaKc<I;9Zy;fHUEemQU40inb?#Qswk2H zQ?DMJtODK1(wQl^e8DfOlJ&wu*1@m!zg0Iy^fsmNs@EJ(U>^2Gm);J)G%wAYvDD}+ zb49ByBY&OBFrYcAqU2@zNtuXpiSM(b{TS&jc za?Dw~+$_+K;Z9pYJEUMK(#?stteyMuTzyM|t8Khcpu!ck^nmX+i$tIK7S6B} z{j~D@__Tv8V-2&Q%vI6wYs?py$iMlBAuYDl2`Q#HiH33`IC-q^N-Shc3R44YY@j4a zJqGubv;Z3{wP}c+fPoVWac}VmVot-$RT+15`{T zWhqN^C05m>?hNSQZR%0SEQWy+(8ec zorB_O2OpPc{JT8U+3~j*m=9t+Nz)YHWz=?deqB)b{j>G*XBk~qE+iDTUU4=wc~yiOxhL{uvyd6;})?r>7_HX z=cRn4H52d>kZ(beJYObD3p|RL+iyc^i`MxT%mp(i{2WQV=kc(DOd2Rg(62LXeL=Ko z+$n0WY>efBg;~9*H1i$U3vc~<_6{gIfesYWo_B4W%obEnq9{4yJnN;pum;OtE8@2~ zobwl@n&81Vpu&W|#Wh4?y6aKquyo9PxJhK@&2WWh@d_i2Vnn-s(F-m)vGnB?1$*j& zNGE=K?{FX!p)-oNUmrT%gyf%|)2bhKb;sKaM;?8cx%UB=nNJD2pH!Y#FvkSN@UrGU zl+S%=+aDM7AOEC#WJaMCWq#dXX2Le&9pBs;@q8Jq$l6w(KlJy5wW0v~J&c2sKA1o! zj+s}rzz#<9f-sy5}%);d|?6pSY?W-%D*s5(LKPf=+<5ze>L_y}e)a#d1{s z2UcJ!@;$%IS9BvM!pnf<$&?&xNS}-VwRQ^`M2IERD=Ccp4+bfLt&%IOg0gYtuJA1| z>bCL8`QCJHk^~Y^%N`l4gxc3ML9gJ=_34SycLhhvj9crh)gSG<|8`uhXYCF>xm^rf&-~^Hx|2>qSs}+Zg#>xDG zO0%risyx>YmQj;n)@Tk+4%;$;`{qL%nyi#vBhrw0v|4Gc5wg?2PpO_V%9wQ*gpC3_ zhJe$XZyP_0fVPGX2kD>;-9+L7F_JpNR%w9S@vU`ir>yx8DD38eD%mvJ!6rdVLC zB@IJXTiyD`rf(g0OUb1-<+J`2HQn#HpTahJGfIWm1ZBN7>byTn3zoO5p*>&Dx$Q(Z zx`wt}D3wd%&BrHEc-a$_g;`UtJd)vuc*9nKYy;en_M?zL46D%-O;pNaJ#i9u&HRZP z=({9SsX&&-UUmR#L7jrz?=5(cDhoIS*h#q-s0~ z{n3wy!P8fV{(Zk!sQCTxFN@uir%m_WkGXjLN7Z>RpKI^;A5Js1d}*&6By}l1@JcxM z;mLu!?d2RwVnE@wONr$J zqAC(ACY^JaO#KZp8$(u&LkCdnPyGU91wv8de}TM_;laW060cXu2MRh7pKrJa#OoHi ze_$g_IP-?ZANFg|zgFK34d7N>Z2G_vy|W>w!B$^){8moDRwLSd2wFbHiLg1&3FxDs zl3>}x2k2GBx87$wlC3bud6yN(uMfUFBWm#Z{f5!tul8&(sB6;cpNgCEO4z9z`@FLg zWgj%8TX7_Q3A&WhKb6HRO9O6j^`@G>kT>@RjFv79w=}YEqny7+b@*OEe+sLB^86K-G(2^u9_L)sT}RH*lok=T8`y^6j#~;IpJ}} z!bkl3WmjuqX8aW6l{>deua`WeHlIwoeD6(49mjOpZ9D(&SaLz4#;*UMO7vmOl33jM z*=4bDeR4n0Trs<$2d&<-U74X1(6@S5V|&i;n*mJ$-hB<>Sep!+45T>C0zbWRZrxw% zgzQ>CpbmZhzLnaHj)vjKQBVth?VYUj%uMSol7ye>-shbqm%FEiQeQ0*{(ijredTpp z;2B`^jDYY8VP8`xo*s+RTuO<;H*k2o?04r-mb0hcR3Er#8#{j-JaNZRvur5Ul9u>O zJ$HHKUVxb?^B(h7LU(KB$aS3L09UYGybt;?@I1gxtaqhAr3-rqemaG5*&#YM%lv(% z&2!`{1K9J%>_*ZsbQskNVHSRNTwpLxymoyc&~ zn%U1=`diM>noRg(xih{CyAx*AAaO>Budezwa?&Sxs_ReTvAn3hsat!hW3CxlvNR-K z1uG}!E1RNw`?gc`&XCUzUY`)HL(U5#iw490t%YV11<48hjg6=TV{&Q)eI$;>-WWb3 ztk!}oP2uqSN{7{!2u6fTa%Dck3o9t&AF9wQ<67_sqVjToEA4gWh7i;$@L_74Q6RQ_5;H=*;lIs5$L}bUZ-SsAx>P1$v z_&)@uqX&NPv>_OtrisE|oDsB4xp_!jcKQPhrp|fbRn4gGD_+OwDxR_EF@9{d#%vlgn%(YZTJ54Bn(E)oY`?OFHWi!10c$Udj z(C%vLff~2Oe2fFv63mG_PC+I{?lprnAWv*2$+7|nGZ{o6dpp;FX?tIjYmpSWw}PCc z2c2vgikQf-8+GIk?d)xGm|SvPG4+ z&288HPwK7%&&W{Qr!31~P$BJSqrH1q9xj>5qC;ar>U0_dCrA8YgUW1TIdT_mn8%WB zjCNB7PB>6st-E;mL`GMtrzATLLroYb8fBfA2YSXr@9xKVcQPE_7O>*RMD8Av>kT3= zuv4*x#E;GQUq;j(fRO6Ef?Eb|puVVO_iw{H&v&7c#1L{(P#LjE4+h=6 zfS&zgu&&LMZ2y1BuRHlu!CoH$xlmR6q__ztg_B59urOM<=MDs zV|I*6ffBK%>z6(77U#6Fzl^8XKWmP(wFFx-Vk03S=MfwO$7rE#1L{5K^gEoK-aK?f zh}ln#{ScfUd#+auKeFz-w-4&jQDC?}vx`@_1L$_F%d=NlYDeF-S}e_P&ptI<2OfQ( z?b|Rwm|3kD6Vwu)DD{Oqa69lV^E4Y?S~Kqo7`d3y%sRnD5ZJ;8Q;|uDsHM1n$^P*u zN{v#L>*OI42#g%7Z>Gy0b;Ph*QU=n9BD-Fpl4lTMCRQKob`WPE?dg}qF$3HYOW&G# z@8(hlS`wNCu@NHH<`f22ji%n`=Fs5-MsrW#42yE&1|%Vh8~#UIgF?IPdojl@d4Unx z8dVem>Wq5r%oB_ePbtj}ys>vW-FL~{m@U>XN}9e3jP-{UIa!_^Sqsh z1ZB>~@cipFr^T%C=)Nhq%M^0vfbd8Wz7~MMN8m$&F*Wp3Mh$oBVhzxErQv+1K%Z@U z*A#}<+`v?)g^~%um?`v0ywtj*vN7f50a5Og5^p$BtufGr1P-6;m0rK4)bZj|6Nb8Y0-rtJOqX%suISqE^sNB-{>e{h0kfzC zp?1Njn<8%~Q`pu_H+Q?5PInlU@?x@~-CXNVYZsvFB#Wg>KiBCn%EQK?0M_y1pemZ> zDiE;YYmtmoC*s@I^Ip*W;!*y>_6_rT3N1d)$s>!fsy3aj5ikJupp*6rLPO$eF^+TB zET7go%!P(72=a-%50J*sPHBT8&itStg~(U*R41TNJ_|r)&jG@!VueI>^eHH|6|e7y z`CVJoxC8(rl+3UWTr^m`aRL_8no9)wo>;Sq<0GFFYvCd>nFlO&) zbRV#krhi1v9)Doe#}M*|NkCZKKfFU9I%<%Yw%x|9S1h@*fL=csrs|o#CzgD$I_`t{ zo|U&me(+05VvLmTa=%^VC=%tFP&PsrLeKZwATu})wZ<__hQixqr`vQ0pw7$XHdcb( ztM#GLUp;x8ad)bG8(rPg>BO?5^U}~RP{mo+%R%16R#f)0(VbJ~n*oO(v-)ic%&KEQ zL_b;%&=BfApeyzz4=GcLn67t`!OohCx9RE*wa~bKZpr~H!`NZN6y%X7A+nu|KdZDX zjCTT#g_gE1=OmB243*Sh)KRc*GUCR?AbE1fr zBXU&Gex&45G8%tLPs(n>yVk~jh^j4=5+e!}R=5WxZeVrMZI)zzJ@0fRw?G?r5F)ce zw?hG6BZC?#_@D`L&ahjr;P(}_ZV@D&`PR4|Sm1v+S-NmfF4@}5u%xnI8KWps_&=%w zB8vvsZYr(_%>RA|UQ&|ga4h-a)uh)``iE2Q`nvSHoZ&RLXULo9{O9mw3fG>XTVL65 z`gp*}JG=48x@q5hO2h8OuZh^0P7p2nJ)I{&14z7i(T4c=fu2g=e`Rtml1$I#m+Lnq zE(R0M=mON+5aF5Ji?zE0)~Y7HPmJx#{T^HDn(u`giSRo6ceuMTd{H4_Ll6;Ar^3~{ zeA?(<*;>td@6`S%z5RwpP{gH@0ra_f^TcUVk*#Y@PTTL`dYU?|75kPJbinD+kS#V2 zHufHpPI+`Z)5j84UFKSX;T{j58LxR|2DA^013IdF&1r+hHIA<7zEcwo!zxzNj&iF>w0?`5-`GK# zW1-O-$ilKGw@Lq{2(nM#u#C(;)z9SjubDPh(F0Yp%z)Wmf$f$7)^f`>aB)k-$A4uI zj48!3;PI>Y#<>nX`I=^q(Ua^5MxX9zRkO%JZt|UTJuP?iR%jcp4&K_vVP0f(A%3R;>Uxw~SBP0%U z6}w?EJ--2o{hv+{RuPG?!FN2U;BEImx~H)4?f|)Uzl8Td;xh4%qplEpEoo-pfFxvd z{86gXfHIkgNo8;dOkZ3L$@E`FT1*oLQ6b^h%}3_KT1tdPstNAYmU~a!mk~wv9LFDv zMVSb(6m}PotFov^cg-%^Isoxp3YCQuwNb7O)(dq6zcc5)!G@0XSKzG+lZoQ^4?bW~ ziTyAkjfE~t+{rZJ8vw6_kiB?(2M@((kedvsD zZ&j{2f7S)U-%1}qccB3@WyUMqdjFDNDBtOEW5*o)|IatRV0d)^K4`c5=mTC}C^eH!kUh{2QvB@{=-DiV# z(U9*E`_+b>{sS{^_3El>2d!IN!#colBt_+0%YKVzV(~x zB!?#5?iS*h_)Oe}mZP7O`#^W^t=;^6=O9fVf0VULESQE&-;+sI`U(dSS?R3b_J*qrjm z#Iu_&GqWygx)bO3GA&g7T=H@5g_A?=ec#3ePQAFSMh@NHoFIf-g_>nsx#~$bo_Dsx zYBYqtr{31kClTc@1pkhQ*=US(98~}V54ASUY~``4W?@EFiqnRiu3CLbrkjnN6wS!t zZkc&4TZ0BtT3yg-=?}&DGe650>q0v6k z|4!jmhUrhb0_C~Qw{TC0&LNMf?fJl}*&C?}j2?X8ENZ`%_jxUcjj>aFy(K}_-tRLA*K!G&^k_WTE(zy=+ewnRsIdF2<$oa;3&Ll|J4F`yPJ%bOinNu>D+6nn=FoFzv50Av{D@xNqc5tGH~^2bB*_OmwMw?W5>mgj@d9%_}_M} z53x;+|6O(DVW2D1jr8D>z(fj6SQ0|CqalZE!P0 zE+#+^wvY$1jt%l!Mt{q+{Ock{z7X6#h)`E%`7^K8*X&gy6GMLiCx)V>@^wfw<$c*- zc8+1swsrt1q%_@{89y0{%s?o@#m5igmDvXNj+Gd8+tr!Mz1gX! zWb=I?t(sbUmh_xjc=~W#H56X+obka*YD}cU?smw{r9&Kz!q7Zi)7$`z4Rob66$*B; zRi};hDwhu9)hnbsR=T@TTs}sD{agRtaIUbRFj*g9<$?z(h;h8Y#~|Q2AjHIp&}khM z#d=Qa77R>r_lQLA1Xy*U?Ie=T#{sj0masc8nDy95KRa3Vi~z7;Y)duu=dk!iCni6c zx{dcfzI`NrOuS-^kg7ZCABiD>CunWvsdZ0QTJgn-`Sf4{?f&0cxRJUo01Q{omjPQ< z8CBCImVDn4MOy_hERGEUQzCT-Vtc$^&5BguA=L(vbceb5qf5q@yi{`qU6A!3L@Td2 zfAS??Y-rd>Op)M3H~kMZ(H~D`Z?tx!-Fq#^o-%bF;5`lkz({Z^NOGcD+c6s}RY!fZ z)ymU&!djRo6Py+q!+`XG13TPQN9fs?WgHrZosCmtG|7(F7%0Dov+t zSABX>BT_^aJyJh_1+-9 zI3fdRKDM!^l5#M#D+XhpgweitxhDDJ+oSacOr-w`o2M@QeE8FjESI@*;zr0N$p@I^ zZttSW>fr|@TkR3O8!$h^&%s(E+snQFd#9nLb3Pg~xqGZaehcH+f6vTvF7ii`=Ktli zJ*^)}qErNE4{@^A+PmG`1EXgtgU=a2mu#!^yz!)2*85q;8`l)p5dvP%`cG5m>`GNL zZ%ci4v#%bQahTbihItw<#&tzeK!6dDV>bOwi{X3Ai!+p#-gCX9i04&^=ae`rDEAN* z`;jr)jixGaXU}B|&P%Wfn5k|BKVI_Eqzo}yA9UcE|Mn~N&C;0&TCqT|1eG z79QfMOgkH&Dma%bz+MWYU&u)|m}Lg8>OXMX6JKNO1OmjeX&y87smb}Lc=uNgZTS>h zObz)wFGZ>M{+(6ZBg|o&H~geSwC>sP%d53VACQs)Lmab{8wmqtHbI(byyA%4(VX=q#oL}qBC0i7{RWYbF4<<(_v1nm?!j-I1OfPh{Q3=`w|7hxtf*wQB!MH3XqiW_92n`a|5?#LuB!PV%(2 zd|K72Wjc+~*UxQF3=&ZEYd8^Y{xK+L2iSQ@*sq@ zSNf9cvHp%53B=I$=qY0+>S(Jh=#D(-aI)trxOd|oJPfN?;dG6YW!8-j*~8IkodFUQ z0ANYQRF#@vsV)dCe(xkiv}Y4T?X;yo${+LHQAAdz!$u6z_6tt@Xsmiq`$pp|1D9A& zPN||_fHbtRpxwNtqZ5DYho$q_+bZaP2}_O}%XgW24~#=%m&^&H?&Rf-()u51;zzpl zN2{WMFvC{fcj<-G>P91F(S!Ci8@&d2jFhSJ+qyeDVndXO7*-V_C$TG!aaUoR}&qwLA{V(DOoo;x-{O@k`$CsGYE(I{= z@yjaEFBHHrsEI%|Z=A)TvlzG-ih}ETUW2^Jg)Ng^_}4E zQ=(2wDISW%!_jP@lA1}L2*(Nq(ijLFM|3T`&!_1ZiQzL7;?v9LHQyc>H3OsaT9_v$ zWJKaY1J`WpZ&QGj6;fZl*abU(NX^^7j3#dWNQ4R*@n?SR6EJ@4Q2(O7gQOv zOmo(M%~xUP9NCW~WQX&XcVl{1`cZAk`>-MY$LMT>W68Hu=l}Ki8e`0vH}}BkNujp& z6DB9Y8;a@2n~Sd=Whdqw(Tg#A8+TkC5cfRRG&#Yg%9hT4VhxKsqBj+yl3zfqNj-x5 zTJLT2q$@!;pl!tlykUfgR>ucS{AcJenhC>Fca<2Q-|+Grwkid@{;ijK2K5H<7Z80`(%pfvEpzg>Az}!?C_~4 zq9J%QL@P`^cNo-rgmwGI=`iJ$qd7=rs~9DQL*F?x>I%NHAyDsW_=9Fq;xagZ{XW6} z_VBgNS{u?%=?>YyH_}DrGqlyJ<8M&t#NGm^jeD^pr4J#;9@rvsKLp4+HD$L8)8>)| z{R{M8cKp?^G@b0S^Uo3ETVmBTiLuIeYRAq$ey9ReEyS^}<=snec4>(orW`F;d$e;N zFr=bJPkOnrFw~rZi?dewPV?JY%o~wDYj?K&RwyAGvr)-ku6y7x7q5@9b#qbJ7-sy= z{?L>?6ZqFBA#p{?q7=RG@W@LZTACNGi{g9cX)mX_H}5=Dk5X`4+a0eS!`?WElX(3? zMV|f&KAlR$9P5vl(~eJQOH)cSUzr_DJ>S&L*~-tle4T2O_J#8F=vSocw3oy5{B9WD zB?Hv?RhsnVBoZ;TE5;tV>s*G z>LVMnHa6}CQBEwi1EgyV z>1jM(vIK>z(I0hA9Gkw3@9AW^dH74Y;N-8JLcdOLh+-Ov-8u7$h>Gngep8OnDe@O< zBk0T%y2TcM{8C*#2g5ys&~_de)=eq_0(VqR!6~& zde3-9EHk+xdt=&_4VLv|TFr-sJAH@GHwWdgouW&DT^e~G0 zFNaJN|B=`FH=emxVqD}F$Mm`FJ98O{8`z8w*D==WF4o;pGE=Zt#_EMFEj*;eewfT& zi6U03nnA2`y@Hr!a@9|BFx9WqKhGX60)+(tM!IXQVewdaTjB8UzZ+MEhYwnw>#do+ z2#i$ra+_eqN+Q2vj92FyfRU3vCat3qu#l@izdDWqhw@E=(5F--1#ehQ+1U)-PpQE7 zgamP@#@v4jc-s~#NXt@3Jm*H)?$8)^SD`*grlsv;Gsrj)uV{wF=NLslmMAiB^h!_c z8UHB{oLt?19(eu=LpNsLG6;ROR|uFZfg~OV>Hc*)z%Llj1b6bYi9p~1`X_5^a^fvf z+0^{D2}JkbVYCvRdSN6vIU&FTZUfw(%<_Nol!A#}*ZWA{$_&`T<;Im;9)I8(V^vTa z_rHAv5%|6izJChr0l+Pk;4go|9W9qmj`US(3(lYa;SbWH##%vRtN^sfYojOs{6#qQ zR^2|cfpZac-olcsGtD_MPQAW(nzWn>dJu@ntf`%R=z4sDAKpR}OgVW_Rm}z*xC0Ht z86Cmpmt-z3pi*7@j6?hB@4z&`YnsBK{8ox)7*Y zV6#;aLk#bov=Ub0A_m;`=DP!J`SHvs0-v!xh~wFd2$0zrvJ;zMp;b*?^uV?_GK{mh zdSKRb$Q37z7S8#J!5CvlZfT-)Zjl^P&&wn>xs;G&8H^P{`U2#*h1(<+%!nmraTUM} z+KK%|`A29^= zqX`Ph8#KBH%zwriC=*nIudV9A@^+@SX#`o%8H1dBq@!e42ozmOgS2& zI30_eFSuQorAN~3woXJPuAKq>X_>Tuik@gvlX>j{P|-{vRE(cmtTAsG%4(@scyD9= z7VeN8VA?W&IxJ&+QS)RJLpm5WjfK7=^IEIc*?ao48IOQ9ukdP-nQe03;YtH14q;hk ztRthN(DG)*c|8#|O(9h&N`1-K+^LqMe1CaF zhkdeJEtl&HWmNgHt6GLOY?9Ha*bvBgE~%Cqy|^BbPPY6Zo4pokO=3Ap(4#ZGZlj~R z*n{}ze5F1;EQ78PF>fsUmvN95?oQ*$OjsvDTqEWsdNE!oGWUb~?K++(lu`V4ft5-Y zhaK>9os`bbn7gg;2T4J-+*fk-@aL7ri1|#fTJHPe^{-b>N_Cjk5}h-A4D0>O&lvQ1xV_{dMZQi706db>J>O zuyOLJy{6FLS>Sjrn=Woh7RIb=xyLpK1rckmqg7G<9i_O4Gi*BOk^Cz@eWIUofxF*4q4}`;4cb zsT-C2yQ1)@F#7v?-U;9X^%53*cR$H$+dQ2x6Q(!8I-3ozb0V}>1%Ig;OcTNL@Gg6H1R0;6lyfwQlYYM1XrnHA=dHkbV!vsJWj z*@8vOV3aO1t6MhPeI@W1Fd|F1x~HGce}kt8N7eDGx!U}34rblk1E3D4%tqt!yVtV0 zb2mkW*e{%)&u+3zWtQ9QP$sV#@_GKU1c?sLdI#1OFAHoBR>R47ohDQqrN-I7Tw52fgDT zhz2=wpTm0paF&luWIhWqmYr82Z5Q~nkIlR8UaNh2h?3nLsZtnyaoxT*E7QUM6ft@? zDzlDqlp}0eml{2AXSMwUw7?<*)9YBpKES8#g3o4Yf`T`a`@MfwZ-zd!vTE0n5N3W| zM%l_iXonQaqqr%5>uvR}12WF}&wS+hE@iff=|8C)B6VZ^ru~le=Ok2-!P z(Q?gyOt2lH$n}Hn-0*(^Der>x3jEc$UsG%1w=rsNvao+=D~=C_M+MFrsb%qAbdXio z-Fk=lig?URnwQk?0hGYL@Mb-GC3@0FeeHiDNxC33qO)Kf+-tLOd{9%EfJP^E5@wh; zP~YW6>@I5s(HYr!_sniT55Vw$@^nR>Jag^GP4tT3CI<=mV!7r%CJA@^|HK(Of;O$) zl&0m_26KFJSSj&~;hPg57!w!bD{jEv>1uw9GQFXF7nkI2ly~pn^;AamXRW5LWA6^X zvq{}2&+cvHQK;F_n2gkUl=QwNsrgL*&O&3gNAWx~7R#=tX~PILU!Cce8@a9;q|RJg3+T_-_d2MXlqSReKF|UiKa|#(TwY)n`QP;-zl;2^xOX`689hRu7W4#*Qx}Ky4Te(HN0xcx!`jF zK7xV4%A37@eAh5%zrygNdqxIN96vXtlbWt{8=sl+;gvse3n)? zZCJMx__;$m)VTXpYp{QPyg{ZV`2a*>GOe=wLpBK_113F<)2qu6udP9pSA7X4rFVt@ zIZXehyx_7vGOP~JLDcHK-%cgY<-sHOmG1UJGFkXjjnL~T;NNwI>0dbiz~UtHbnXdi zB_8H@x9NcKeLD4ki?&F1|G@P+@h5onfzpLP|Lrdxr0&j53m)1L;A|+|(HD@%ZabYc z#J3l9H}d?SB7}^8C-}BGCHBi|TDT$qyItr3}4eu8P%L za^_=OjhpU0VeL3ew`?_cl13WoZxb#S@Y~<#p^j>}oQD_e)5zTPb6>Ds+Q+YL-$$JB zTXUj)q^2Qvxe*N2Z<8Sh_S%tye^&Xa4 z!Vva84ijDG{9|*b{jB+!n^e|m4AQKk<~s~ioAJ$xzcJEiU*Z1{Vt!Ndvt&5ZguA6* z=B4qo40T10905Cq%Xd?g7~CA0m(3d3zF824Ux{9@nqT^Z;TcHdHuUCuU!5O4Jbu0M z@hz1AJyYDLMn0X?IcWW(^HK zx*aL>zZge$x5I88mzvHi%U8S1#(ble<3l#13y^jI=B?9~sobtmTNysYIQJFg|Do#5 zgOYsT|Lw|B+g#eTT+2$$%D0)hqvlqclBub=RaRD(rbvpiWLAVuBS(!Uz zxs)3&xReShDS`_kAOZqEKF{~BXNDODn41}HuDR~}ysqPiKUplqn4zP_=YT`|OiFU(H*cAq@ zUK9Zsl>C(%Xb?6#xcWoD)gJx zu~wntpIHR813&7|)T!N;ZW?Z}kKS8mEVGUusi0mO4tpy6%}GG^I0%4C6+Y(1dx_RHmjTh11sO@^T^*wCiXr1GI&GE- z&e50Mbh2|tBZQ)eT-JO?!@h6nj|l$l(S1?T-2Eziter()_k9%X!&1ExvYGXuM}MS- zQme_k6i6hFvf=&T7?K$a{d7(6xIf7Zya1A!?5dPuAX2Jbym=4a0l2dAlaUJ4K9OvEqTC_B4(KjB{ z$(hmW6zxTFcChZARKtX+w=f8zm3%g!oq17ybgs`>6QM z9qOr>#Bh0HqRp>Uz zwbndVXb3A5!#7ZY`0^8^D`|DlaCVQ%fFJ0Zqg-qj587!f0ugZ}^UEO~HoRe<`3}fP`8(W6nH|6(Vusqmv8}Aap|p8q_s1A_ zE;r{e?ejy2g$i&JL~T1reyr zWZFGoOE0e(*fUJ+^`8Yl9}66RA6X zXB;?4b+pg#t~n_3HN6omQU6pO_cT9I1(MY7y_m^r(T%<6DoUQC+rD2vFM6ah(sGbK zC&}c=z3+5MkSPH*QWj*VO<_t;cWKDuEOWz?&`0&1kLqz|J0Tf&D!>lpolZ@8$D&kN z`<0Jj6>7DSEcCRG>>8|slT8h>oSBjeEY(}mdlqA^yI%5c<(_s-i2Yg!Xn5-r?Bo7< z$Ac_AU4qVr_xycKV?~*U9;+KWa+VkQKK@Es$O&Jd3Vn|vHe&A}@QR_f3TMdm2TicuAY-ZEdTM%lS_);=Z^Z3aXT3IUdQI{AB=K|5Fh7lY-?ef&6r#U zYvCdCQ+B@(icbUze~wIe?0^6~eZ(R7?Lc?B@97^os?I4_hK6zf0_%fzyEseAPmscSxs6CW%$ zOeN--g$ABR1itn=e~v0W{?B$6#8?I`j+f8j`Q5vU7`QydTL?XcH?x z0kq~(<6OCSRIE0$35sXybYo8)n-*|0kc6!L(IKv`S{HgzL`61jxEJhZ=QfH?{F=b=N`frv0m} zj?2Q;J>qRM#IsgG9IjiF% zjXE0t*Rm*MeLzV(?M~lUR!0tZy-YbA?1{2*n~60kKWsSo;{+tW?Z-`*!5}@&PqVus z4(0Sr4qUqy@pb>!@WGotMS6QY!p2yfDbc%k^AO@{0$Kt&11FOBFi1-%mLIpTX;@%c zLZ>|&!8D&BtvSWy0Rq!B>_C-u2VU^c0M@eE-XeQKG)5}w2=|Jn&aobVqGW9CYI_LHxI4u*_;wn}{lXUP zB8MLGAab0sRg{LmX}-Qe(|hnsJDldR`ZT%2=xLF=(tg+b9+e0mw&YsSm(K$U{~0v~ zt)*a;BaNGgelOWeydMgW1zOrb`N}awXIf2kRiO3|sl6jd2N)^Wcg_M{({?-K4!mnE zqeli8JOcu(W937d1q4b>k{a&QK_qU#CurGrY3(%Kop9e=4ju z&;rdOWL#2S?aqY9?o4yL9feDE2Snotv#_4J$h3q?wJ_MyY09;&(&06vI4-AVs0ZSx z(e9se)MPde4<}H^B1Tp}DTI-G9bK$TIn?xhAqNy~ANOxuGme0QX!LM6bFGYxN#4s! z?%%CwTYFlvEap?~WE>&YFrq^Q-|NBStzWZi5-WS6FsU;9#XKk4q|ZH1T_k!uFbKSZ zBO<(b_wdaQbB&H^!udV4d@w4yI^=~H7H@>Db}@<~Ms|p<_=Jwzc0d@{g6?r99l>*V zzHp}0TRXeqT%Vp;CRCTfp$BVXge; z#qknYy7_pkn9P#6e100GppMPMJkWgNsn8+gHgXRbx9m96XX0>pPO!CNR0S6Gc15F_ zez+o1uQ*F}knvVsd^=xg9m2~uXz@S|(2u%fz0*c!YrJ{QH)isVqkH-Vrs=f6x&_VIr7yIm{%bR}VJ zV(r!5tLTAyS3??SZ?&+iawh}t`vjX;;P;yd{Y(3L2eDC?bUvA>{Z2LSTuas3Jo29$ z=_M*A9j{gu^cJ^nzeaweF2ho+Ux6%M46+`sgZ8#Y&IA-dw~;fjX2wr*?H;s$#6|tV zu~-=cQSj^#B{$=g(+VlRGFJ(|C_(%7Ol0T>fLa9QMG5^ayRF?Uyg3%;3@)EmclC8e z`+@RV2T;7K`7%}lDxrRe-7NGZ%$5zwyF|DjMOv_8$ZE)j`*US17ZhZYHrK>wHkYD! zn^bia5emS#zQ}lNky2}xN1zX)Kf2FhZP*b7n&_#K6-}7VG(=ie7R8P993*q0_1&K@ z8+wQWjZg*;O*N4*I~~JcfU?id5Vmh@?Y+x=G@HO511xzVzfp_tR+&# zla5$0gf&9 z#yueN{HEcXNz)-^B;zyiI0!`wS`hvs^|G5^r6x@0i;3`NEqmkk`1F-?euPj9 z;Y>oOZCEl*{AOw{BOo;*i~EXJkGnqr`g*|c#KdodP^(_QbwR??Nf^A2pqv|orB>3# z24b~iRB;6jQIZ_0MQ0ui@rvB{(29f(SW$S0nGO9zDULL}vcS5Jf%|n1T(Z|t_V*MteFnq^w5CePOPVkMb$!ab>I2dp1XWW zPQ!^$=rEf>kdAt}5Vgvc)-b95va5HCsptRL@1D!eIY-Z@WbyJ1EBHQ)$cov6=h;d1 zaapmRuV$6oVC?tw=HxNGR=3dA<~sX{?Z0xnZ!jzac%CB-zj8TuFoZK6bWd;i5V`J7 z*X}2X3w)@~2DZd3nBH>{Zu**ZfpNW5xbZs{a4FbfZTWanb`$!m8_I4?%pAH2IF#9{3`@O6^$okE6#7qPj>I2o*IsBSP81O$#JLuec{?U z5-`;e{%9=O&#>AIL-^t%kdAW*{t;hBXBZLLYRE(=dc_|nEOo~*1|1ux-TlzS)oZgJCTHuhH)N5Mb!V07ngz~vN9v%<~Y{Fcxn7n zo&W>*+Rf1(FIgvgQFNEmCo5QWR(xv)TY=Of-v;;j%NW{H;g`fz{*L7vNNr^h22otb z>|Hz#xR4FsHcS^Y=^II~U2T*&d$C-Ng1Ex!Q9WL%0+?beW*}Fr3Y$^KFo$4-b6`Me z{fq4I=NMVGDxW)n@N_fB?UCMLs6VmGzl?CVQxuR}jtRmTbC{iVHpb*JF zq==Q#sB~w;quV6ObDgh{{QrruPXmlwkrQ~c50ljleqd4RF~UiRT$aY z1(P+YA+)2V0hOex7jr`l*;oWZ-$U(tehZNaV=B=Z6!ih~Gsl!wIGFd1kNS5aMLR!m zPYhd|PTML>12#-42Ur=qQ^$)NZyHtSBRN~9wdL5D+)Bx;GZ~EOQ!ql{tAzKT&*5Y+ z&96vS^f;M6`4Vnd)yNu#JXK{GsSrtHxW>oJmEyr+q`SLi$>rdUo(R&iW!%>fe1J*u+=zgv}Ms{(?aqDZ6adp5Py4 z6GA&A6PHBU={PtEMPzE)+Br3N}QuLVStU z$FRqeU~*I4y3Cz2CHLkI(EY!F*xZ>y>svKQQ zrrc`|y}bRykDW=dYVEad{gI2ExHtE>!fY_|Q#0w+`Ay zBI$RFw%J>6XImusI)d%oLJ{5HM4t^9#@#QF*iX3Y&Ms~dPk2J=yon*(xKyPi3ICH& z;8vgm9)tvMVwtNDgpCBMS${^;mOfW=9?rFZ$lH-XRDwzwT621^*vL>BX%90Br1P`j zGE5YLS4G5_+e3C_hA5m`d*TWK3fGAn zYy1vZkn}dOQdBEAKkaoiO9YxF1k@lj{UxR2m~7r)S@1xQnI>M~ykgGLN<`NG>PT!M z3z&T}YZI0FN{*Gnn7%M$<_^Ya&AERzi~9fIkg0omgDZr&6@(tIb3ps3@^V*z1dyz@9UqC%j{3D z$+sRJt9!C?Dd6~#h6}l1xVTS%fi2Pnwj?3_{w>)H(u^Re@0SrXrn;+&I>^E|F9Utk zCs}|NMr0Vi#!eF-xqj*usOA})Tly-J-H|hT0Uz9559$cRkC=?y<4A-F9q{3(h+yj5 z2ebag?`wFko|vYmv-O4^>dVL+kn2}>(*o1~VD8_#m-rPjbC`wz+JZ|OFjO}LqW^Xs zOp?i71SB5&b6}CQ|5rzZBmd}E^I7~F_p)ozyTDg>*A2(upDWp;yX87@8lc{fJ7`1T zIPRiRVr%b_$)&zGp}#+w2afX0_dzp*VaS^D$;>clsjFM-16s+62zO9AaVBWuRF_4| zY9VkXy(Pz^#irveH#ioaGysQ{U3{q4#j5Ghf*JR0SzH_M*uPj~d36+&oRgelzWQ6P zuVL^IqDB-^V68b~^9t|R#>Gr~~0~lqS zsVvdA;gR>WPf3Z`Qqi|hl5%$)bI&h`BQA;eC_9Smi1E_n?O|V|*V<1+(2r?@c+Cx6 zd>b0+#4Fa7g7}lKs3eWv^<4L~sAh?9-u<=C^0&P7KPUYF_U;IduS=8oyHz{iBe>41 zapE4dU32X21)$;D)uvbxD*ES&*-)H%;FZ7MN^CnN9~~ux@YAM$7R+)JopttqKG{ZuTl=JGU(oNrN}CalvyF@6=RK+goxrm|z6*2^ivnCXVHkjNUhOuAU()ZOVT-`e0s>9mO zNCWC+`NC>@@|`HO!XZ1|X-XhHxnC98I8UpQZ6XHha&s9bq=H|D8edkwe8jUWZ&95; z@2R^-v)b)qm%%e5hfOLEaqRyYcNU>mVqut-Q?fm~q@SULX~jSH-R-$gO*%S5WHzpK z{zRkoHw%&9-x|9|BWFe)%^{wqCcd9G_k4I^nQSM+&WaVE5MJESK?1mC>+i}y`j8L! z^Qof4?a`lHgVkPmgC|eVKyp{S3+a8Q;eh#XdAdR?#o+&`g%j_wkN=jtVr_XQP>9B@ z_l!ce@5y=UVuW3M!R5DW&)=?DscVam`Mb8J2JUlT341y%s;EZv-o9V*+f6`pYxF;1 z`v@I}07TSIe;Qe%v2RhU%&%C_ao#LU7RN_j&UfGzRSga_t$=U~<1^8Oh09tC>@gDG z&{M?AN5n5ED3lZ>SB##@5YK*GusLey$z)M~5?Q=_&LDfs4E@yt@o?fvBhOJEKVp2o zhH3`Lm>C^nJ%hjWM7)Ml6h+M_ipGOgSNT?|9Vc4XKI|Vn{ax~E&$ZyXwA)Lrx8ov; zYD-S)3M29q=l@M9g5?XTU(CLKYR%G|g5K7-mVfCGw<+uiJo%YCS}#9Lmsu3}#A;sq znx9O@Dh z_Rc_gg=87}Yuk0>RHywiEb(HUfmlH`=l1L9ZAEEu`6NluFC5%RWP?j3LADfzR0zrL zX4ph0FqU1#__J9_5A_J%p7$HFtm3!7OuaxfZGXM6}tdv{bS)27O%Xi zGy(3878Q_e9w9}J0Pr8rQGF5FJyG^u3W9gjrUWf;NCgm9`U~3!n1A0yYB@Yf&+qw9 z>C=-Na}5CiPTq+`k$}wKfVLjPNfe9#mR9DYIPI9dvgLBb6B)&Zc^eDTr-p|baLWT# ztTgeQqd%#KfX?G1$BV|{oHo;y zI08xX#XiB`0CrpklEv}^jE#l)#O}6i0I%*39bVse`{vg;G=}IvqRxV%#;U0-c7ri= z4nz`+`PpSrO91pKwXS(DTUIeivQj(EOD72sSNPb=5+Y9kh#8^7p_FiJ^WO;4tCQ90 zCp@-}@;Dw?&PgVSwOqpgMu%^^9%32nXZV*Dr7Ux@?y!if*wPcod-Ra3_?DHpNx1zx z@yf>eTF-CIqsnD@E*tr-Dk8`0-)!`^ENt(U>tpQu-#hI4d;19~o0i(|Z|W$y|E*!* z8f4E8a1SbFe1#CQ2?YODq&fA4w*;u_zBmA;Q z;+PBHno&E;Dz^$7&hb5Vd{Nu{;fFqW>BA$?RnKn({+DSJyMiT5R%qp(l%0){Sqqc9 z9#9sxjY;_ifJ8Z_L~iB|aXQ*wU{hw1BR>%e*ls~WZ6^Qt^#~;YB$A-ykCkroC(-wi zUTmb#lsp1IFuO`^*!NLq@*<^MuFnw&e?*ZJ7_C3zsWbB}Tqk{E$f3TSEngeM(2vV9 z4xm80+iW(;rjxRaToikQiJHBQ@)K?QxeZTR||KR-V*nHs>}|Xa3C8Y8-8D*e~r$!yRQWv@T4EL9$C~w!Ae@fWY_^^hq>)e zEsw_(tPPfQXLtM$zAe~NsBL9M(0NGaT-q!3X_o=a9Ts%Zn!J(oYyq=KOXiEt#i1LIqZhwXlEq zxGdQLC5B}#s2|r-enUyISlVd0qSL1R-vnD6UeA458K3rGK?5@AK)`tawUBPt5}iRd zYT|7?V?WT(e+o-oGLBvVfr|44DDe6RcFz5qVl^hg8I{<2edd16wAeMcZXz0(@H-k2 zTHY8iGp2CaT4pXO9_686;3C>O70vFW zi?6ifi~xz;38H(3NRvJRU2RxB>gd5v3E~`F^I^V*u8?$XhJmCtTQSF6QSOKO7bm)A{2KZM!!;y7i&ZIdJ#G7Me$~pru2j{ms!5;mTLqhpvi0;a$(G4oIB>r)~*R$yj9TbH+pj*FQHUxKpDRM=r1;-4gx*lKAU+YgW@DCzZ5I1`{EhP_!)>LC0uf`2aQgdC)kO}j>+ zGo~j`9;ggdVOQN~!)!i;s@v~{(_M*gQf;id*Cy~yo6GV|FEdvW?LanG-%497a+$NB zD5A-y4rS;rl;3v>{ZK@I^wt`j{?pwySoy5+Ru^uayvxGpo#{wNJw4$MR$2{fdxt;O z^bqN}5VjjVN=C*X+3%&_n?ARjuMtMYrXdmT=lh&fs6{3>311UbxmcL=3u2KDcWwpy(L*>Hatu$V=9`k+EN?tXT zfBHItd9!U@Axu1q1dIi;7mL>TFSXuT5%HLun{AX4AVj_f|G54=QI$6y%08eAQ@Tiy zKOdT0Ol@`Hx~qs|kg8%Rl50vv!mK)xmRWj2K+Q>2pQnzJ3T_03{m`cc3P;IlOHG8k#U( zvc@`d-FQN+li+(yEb(qM%0hMji+aZt%D6isldyZF*Dd;KV=Pajli~lQkaqE7RnEV{ zzNW)ysY<70xo8FY8_7E3mp1kT|C3~7rQjqL1SB-QkIyk8nS&8eV|@-b9eYib8dMXQ zNB)!i|JWrQ@mDJFgWJse6$9n#zJdE1V$8bs#_X}|uoyz3Prm?H-9|SYtN9?(cHJSr z`!WjYpM8<0?&tKn>zEl@B+J;+vGgB3ERmo&V^p*zxiNC$6`!+n3r{!!h!GigWb=zx z4SdQ9C?k*~MjaikYTbUGX}k(BMKkRP3cluejn{hk)# z{M4(Cn$^}*9iKY4Kg%}vth75wbD-6^$C+1NUB4;FPQKp0d*;=#4!*)YwBPXB5?{G^ z_`lNCGFU}vw7b+WZunH6aRA%tgd}7<$Iuqzdq=vwf`BFrQtpzr10noTCklOtFdPB1TTFx z{)c==;ecaUd#^{T%T9LXLAZGv%B3Ux%$oy~V{704bvx#%4}~E3qSB5C<>D5~_pz&I zJD$Gj*z2csCdygUX~wZ9x3-dN+TpU#-%9`)iI4pCA^84tSL?8+`Igk!Zxo;DKLcwS z)4$WLU!|O;*}LD<2N-MLrL_3Rg+*=uGB&zn?;^=PF*AjpzOVWyqho5dHKaqIw8Ied zODs;4T8}l0HqcHyT)w)lasA6YX@^I zM@rzQwTV--QAh8J=d~B?yZe7{tUG7uFT@6|9MA2EAm0BH14R@KOf*F8UX3gyoY_t6 zCI7g!()iTo{?tTO+x}3M&ZcXBtAtU z*z9ZW=@wEPS)5@L`p6SO!x$VZ^J|A+r*#_+TT#^^lB}O}q(P$NKN$XF4a)K)B}#4I z^JZ-7;CS!L`5>}Q{gIep>H!n{A<_@6m-9d$XsW9=f0xVlz*+RmPTJB>u(XeO8e7{w06v9aTfT#tD8Pke1-0x7jQ($6VG2AKO@ z@sobe(g3S7P_GpCZSTyw8R!EzV?{u^w3A z>ULSO&Tg&d$cpWP*7R4i6+vw}=V9h3`d^qbdn{tTZtLG4Kk4fm7X<1}%FYx!r7RXu z4@-iy*+3B{a|!37oI9 z0t;gUPnQzgs_VwDkNUC4M9b(7(z87zLLS|{gFt_cvX#-}RQBRd)r=qMQf6m4sCDPG z%l?Stcl+MF2v(a38_hGYrRXH0UyLkC1S+e59=ddw2y^fla4$R1M;6DFaU;A9S7FYt z;m5AY%H+$a7UFZJPPXhrF_M{5$Q7MifH{%j2k#P9%w&SvYBevxt`hvQwIj!{zG1BG zh0KCu@Kk0~Arp6H0qmd7abgr6h_2L5l&bnF3=cdllLVqIMsx{g%kHlub<$g8&^^0C zin7yUdg1C-b|udIO@&9kGb4a(Q@Oh-a=tL7aV_tx4YM;OCH*7L1QC^{jrj-nO1zde zHeYHeyr<2uD-7r~3yS)+>e$R1bVh$#|qTO9!Ytxif#xVJH=e|}<&z7)g^b69}gI2av>MD0^eX&*yBRmypV zomp$jPY7&niTD_`lO51aA1TCY0*vn(2d7LnkU1S={M-|5BJ>#lQ(S-R$e1Wj+$PE^ z1CVvu{NiWN`PaO}RbJl-Iq_OH@9NQo!qRw{@;@6d$@A1a1DLscP!#Y8H@j`|&dZPV zBQmkdb2>4d-8mATW0M!JqgHGDqQclq5RuoPvTHP{Ot{N8V{sWLCn-J(up8Wk2YIpQ z(^`UeWdzo>aYmC92ODGw&AIc<392bO`ntan)Y$l_X&I!?RlMxyqoa`-FAM0%hL3xp zkpHcXK3DLBb$%C%Z@e3K?fE?P!r95|)Uh_v=vo{2v>_X??lLW2@xbIg3m$5SI|}ca z<#Tpn5rx9vHY;{^(ZMIbWjuX8ALL^ffE2&zAH6=E`BdqXMckcfPGrEeRWK$VeKU+` zfW{xKuKY#1vXYe*uj8K*a^^4~is~6pq=N!Kf{Y*&ZWGRnzJ<&LBerU7T;vbQ;y(v+ zqUhlYQI8F1Hf0OPouN*{QzxfC>a$zIjj?KY*5`jP9WZAj_~9d{b}?LuJ#ld5kSzV` zR$OMwelRV1QwE56yN-CZX0vvhEhH6%IP+xCT(b-iXPJI(nrf{%HK9iyRb6@T+5-89 z=ER#SBGXJ(PTVDE{xJ3eapR{!0*i;5u4dII>{)%+23s9Zo1=`z|>9{sg7mz%FUlUt55)ak~KYiSJVjG3z#IRAS?mS#iIJ?~9@w(56 zK`Z^s+E~c-v5*CYb_L-OJ0kIA_4{@%QG1j4jeiBl_ca3|w};^4mh;OJj%iOwtdl!S zZv2HA$D^q)WNHEYX?pfng5C2}#P7f2GR@T-WeTt>j3izY)BlR4*Ve04pu|dbsNJsY zaJDcpXxX;;(sIjrA6whU)WX&NW3AwzrzGE3U}QIWnG8+w)K#N)roA3e6lm#?w_ zHcO<2t@D?B#9wDAXU2xl#M`Nu;r~oWSx*n5Y+elB5&h*j_)t}9mBG41t&eqb(Yx?O z{VgnN`J6L3Sc!Kza~>5q+RMRTed7zoF z+YHgEfB@#JLzg_KDd+!9$yl-r^K&;(k$_tP%B8zH@3e~AW0~Rd!acQ7q`wpU+aivx zKF^JljdRTfbaFLaHAm1&Z#}dS4I}1WuD~{69oW;#<=2zK+Dhu)0;rE3%<0Dp2pV=KC0}zJiIfG=ql2hiy8d-N1wO zY1XQzmbRHhrtCVfa;^??^tk~F5)|`pf88OENWB8_q5aSTy9uMoUf`9K_@F>LEv1^~CJMW%z&bE34@NC#=@ zW>2Zf;ZlF^__49(*rk=-9chW~54%kzpN`>Rgc^^LlDsV)T+3fkm=O-0Yh&?cqMigl zJ%WiP9b9f13CKCA9uAM5X$?(-=yeehzv^SW9?o=kJZq_|-7@M6{VFx1eG5<<{I=B& z{9D+>1_o+>_%v0LWS+iV?YRE~Z&8vR?ugm?(40FNv-u4|%Fg{bY6-^e|HsoCd2ZK=@JSoyl>wRniAe!NY#y0|q2n zEB!@?{30>Mj7-unL=@c5Q!2zC(7@KF=c;2ZEDNFDMYZ#vua2(wIO__(mdB3xh?0O; z3VPFy;?fJA)@^TYmz>TR;}?|FfI-81zubIyCWn&i9@SgIKTMlz9Z%7h1==d&w$FTi z%G`X*kFtDeJ41frb0R$XmR^;NU+#)C;+>BO3)_7| zqkY�H0V}efp)ivxKgn=GeDhQ(6_BD=w*88S;evafk+I0=^lZ5alxqpf=?eR^=hV zv64NDa^L+L4P~NTBCaH7$t8jqF$u2Lwu&Pm31oLVbN2vUsNs6lY{B;1?U@9+GvjJz zpQS%rX~6Q?Tu}L7Co%0!N2B!2NtfyDoSePJiqg$fS-Q~e6OmgqPuda+*FwD3@dkEy z7w*ickJS7NFn47q{PPF!$nAF1D|C&p(@k0?E--5sFwp$ZiXkIaKUjFdkBBqU3G-#u z3|g;=%38-;@85?#j~*0Q%0YIlj~d1}-v?x_F> z_Bi^&Wmu^b_q}0iR0a1xUm?1bZol>`w%sI{-c)puja) zX9H8za0LN((g{=r^P6$Uah2;bqlZHl8Q1;U(C<25Q>UW35W}#GtuNbrZcv`YK*U_Q$Hp( zmW+6eNUCBnUn>-l4NYk7PyoC5T)5#MeC5EP3BGcr-(x;DZedg#1p+D0?0llby+}xO z3x#nT;3(E!F}QCdir=Zyj;^q{R5I?v8~BfLy}nP>SY(%$i5k)rnRsB`z0oqa98#pz z)?#x>l(dX{IoNxy%I=Z~bxDf46jY?eS{z^|4|I*nJcntt=55z0T1MjZELq&BD}E-t zdE{NOAenQF19bz0)1I>boaPt$1%P3}XJ7g~p8HpTw3f?H=YAQF4*64LBg^rMw8XcF%$M_AK$VT=AOv+x z*-pkbGno;;jotD+!+vcfdWKOyZ8fz9-#V=gCK2jTo z0hQfyIFwCy&k&@Vhw_XwG26bJL?$-K;;RNxI5G(*lUNbrugqhjxp}5tw17^_Ep4{2 z%QELWm{dWbr)9kB|2EB1+r!$@X*sRN3w}?7f__D7H%(ha1^HsvO9{;<#p~5V%Egu! zWLdVgQ=QZx-v()w>2^(JSI*`%o@|Mmu%j@vBXM;rvN^fl&z>Chn6A0u>!&Y|+Cdc< zxv5Is+4b{()SNI!6KBIySFz0UoI9Atw@c+O-pQWIWrTx>H#lm~>IcVX(=zK;FOST( z0TQ8Y_5`;Sy5u2t+@47^8z?Kg_6GpOF7W_-s5Zz(z z2+|=udpdNHpZPIeaaKzX=K7I8diMyC6MA01r-Cp|?Nj8+BKk zm(3}lpCSx@RRP1FS4h=)LUEXQp?goEZQ`p#G`tM-cnyBPi2Lz;!bCAB>awN|gp#7e z2nxW!b4mceF4+XyP>Ek}i!*FtoG`}iyl`yP5Jc7x{Y#&jqJ@F4l;fz$bK}6h((tZM zI)+bG!%+2-mWPdPS=f6dk!@hYFLr(w@fDnS$;P@Q3lByGV>p`>sgxsHOP49DbL-S& zgcgj1i>8YP;O&ra9E?@jy0#Cr0Ry^Sy=q$wQ>v^^0aNsttfD{CvQ=p-N7PFD!!M4_ zrwag?EQT`9hMqcv;SAkrkLwufB$fBs87k9H2w-6^=2|Ch4tSrGjt=l8~s|Pimd!XMVF9RTN50FPhhWi7Z_4 z*I%ZTS4t87c2O!^iOQJ5PB|D`6rX-s=bhID)M_w4# zWN#OxGbgv09i_4*3ZL+J4yTlqz$|D^Zl}&O*0tn#f4smO-qTQBa{lXLY@giOQJI$c zJbHT@bo9K{e6h`=Wp&kqUVwk-1#gt)K?su9+?CgTdAsKFf_dw9vaVwO{E)0O z@@Riff;^?$7K{o>;`}3@(1qd4gvR9R%ScHRkQan91SgmeamsbOkI$UKZ;U+&cBnjw-W-r%4T$rTL?L}aEmV8^;`yUXy+A|~-XY{U0aa|MDl@-p?-`Ha9#^yVsNXVqXk zeUO$Tl%gw!PNHQTo0bMY>^NSinHi~kjF=)P{`)cZ!SQ}IpaEw0;OKcY-X3gG)EwGx zWmgH@UXm3m2NT5<=!ER#ax|_;-@N6?P1)6T1mS!>umsoP#{aIbf*Egx^?I|7fLpMx zww|cpZwc|?7ZAp39C(8})>vnrA8kS_R~ZUF){)PzZ2w@Vh}iHF$28#y?JwwfAQ?uw zOmDqesQffc=4>BLV2oxpOWWQ`yv#@V{wAVwLZ86Dhj6=?uF)wJ`(HpGZEvOq zwvjFUp~`pA|K2u6RMiJYpwF1ls~=v$JN6`i(-jre%GCLc2toeNklV}Bwaq#3S@~H9nbqAPmHS@> z_y34G_jo4X`2Qzq9UUsE9Ht~8B$eYfq9~zqsvOpbq!VK1G~09}=R#C$Ipq{1=hM~! z6Ef#HuZY>khHb`X+i&0B<9B#G_Q(F(ec!vU>%Q*m{eHckue1LnYUe4YT{J!Q_V}ss%YNnT_wsN5Rfe1_Iuv_P>+Gxdr(ZwlJY=5O zf2iN&i*TBWpkhgL{8kn_T8_tCeppqqJYR`O_^>BAY2sX$N$vxZQGSw#4mtvr7(9-l zs0o{^yf^FIfQQ@_3+jcPqZRJ!T{gZO`@EPrU#LY#sAE=xiGHl;$D4a*VIY#q)}<__ zQBpXrWGLX>N@v{U!|Ehyk~ehc+JmfNR7KTwH^Hwz#|8i4d!Yre%!Ss%4q`{9`C22! zLmT0y{5vt35lV@gt#k8ZO+L18FK149Bm!_@X05|FnK$XfIUV}Ek@3oj^;g0rLvVD< z{ZscL;e5BX6NjND=ek(N<0R=DiNWt(?bZ6&B^}}WmE0}vtGxFpXC57Uf3KzLtGX)Z zkq73Av8b=kJ>n)y^&I~0)9%yyS4+P#Ul<}bo*nNSsDe0)p4Of})s&?PaZ(;sGxJXO zwebl_B7~c@w)C0Y5mdgG%?NbPcT=FTiEA`$E9`DV`#eR=-LN0a6j!G;Y5KAtB=f6MOJDk(VV zT@B_P##Ta%5+uo1p>eolLqDDnOU$)5%%ZKdZ|^*+#P7L(?s z7@uBNMNKu6V<-jz_>w{ea-D2eeOXK5;#sF8;Hj|L%D-LlEPE~NotFUvBp->o754m|TcQ5f{Wi$(>nfHD#bq=7t`g3M zURu>+Mobj#1j75Ax3c*iMEFL(HMK*z*=dUH;k41Odqb~*#nuuU9$iw2H!frb$U}{*54YVZR8ym zvqnl>=@M_tF}l9-@jxZS!RUkF_h)6`3rj!p)#0&Ivr4}L=%f)=^&IJOJK)QIPqF2E z>GH|a-Zx% zy0>jqZF=3w4*oB6RwiB|+}tu=Wv!&6rp}+bFz5S*PD_hHBC1v%DBC5tQts?Fy8n9d zrj9DA)J)_O?0N7>Ao6px9$Auo4v916z2tno5xl)0@GaX~P8F)%T7ILo;s)MbIp7Ou zo9MT`x1JZy4f*9=@<=DkK#>BM68tmUsB(<-#936hi_ULb+^-x;xkQ`S9jm&`t-i$z zIQK!2UsvW`$7r@$CLF~UphTT6eo z4iLe#CxlHve~R*Qqrkmhj;V?HjrO$E1bGmX{AMJUzKej z;F4(U8E?GAb*xPjrPDb|?W#7=ZT(_LK(_hVz{NUFx}MivU9taGrtKX=LH8Sw=|E62 z^VfB-<>FJ*f#I)TII12O!9A&+N&)uAK$!6`K*{-B=y^q~R zPAZ-;Q0HIym5QuL4|c46Ep5f|l}F-3I~y`~);hgRw3oz^*vV7@CY8Q|qdQHW7L!Ac z3L78=NW}~Dtv;Q2Zft6lv;ywR(b*fCcXPmp9#Y-{UAd^*RAEt+oe*^7D`8~EEdqK^ z3Gu^GuCkVx@oI>ic9gv|AuSbIlRMLQvcOw8wnxl7B$&b+VyM3G zx@_1XZR4HhyI4eNF9yg5Z>frv*xCg?iw5d+IH4Etm&Y@lmK#6f1=j2Uzs*Bft;^-% zEr$^COmlf(VN4eGe?}=t<6K9p%nQu-3Cdx^-je5r^NKdnR&9EE9jLSu=CZ^?SdAuQ zjSjxFp>cA17G>6OUdyN>az|c@SS26qNF1epRV2X->6!+YRH?*Ks6iJdAzp5Ws^Ws^ z$02s4X@@D&bxlzlNQR4&vgq2MS!stDe<5c6muq99d8XJZ%E1w``Y-Tf>l>iFb>fr(PA$6a#gwGmTPB2 zH}wPl-Bco-Bsi$RM|-XZ>8TKa9%iWUTEp8LU+z;ISn$y7q8t_85B=n(#ZqdM>4>0g zwZ54nkCQkDfiqlG%c|f*exTLR11DnBM#9XL{R*?Z<>_b|zcU3KzdNp044=!#%}Dv+ zxtTfADgsEH+2MaC)a~|wAhQv&M>6tZ!|diEnhCkXq?cMXFiTO)+(v9P>J3&)a<=F& zAK5rgY&5-va=4BuIw|Yy$GbY`o4lE$3(^Z+MDH&Acrjk=GZ*}R)9ddjNi^5sUy%V+ zU#l@tq{5RC#3=sF3q`K=tpHQr}a6hQc=K}*dwI{6pQw@IwkZrU9jw531X>56TU3U$gL z8F|VBo>|^Razj~ia*RrU8g-El)8-Qw%{3q)1+gj{*!(C!xlq=$3>KnF^{QAj(Gt#? z_7+;qnL0%^{~6_3E&kl-5?`e4tMOGncvA96zW8)n+R(|sw0Ebxpi{G5!3NrLd`iiT z8Srvo%CB8cQbalh!AUqpWu=s3!*X$rA-{v=8gqG;oI;P%%oz;-)ZZ~J`>1j0ykz^x z`Pv$)w}b-mB8r6QFkJm2Esw0pF2bs>h7$ZIb)wdCu3*Bze@wMX5%khm{+p78^K%hu z#)4NMLEl)=O7f#Hg1^ofIQg5AH;KO4feC&B-wKr>OIPs!y>$Q+bo}?F>EIKfU&VV)~Z0Y?KEtxvy0N&N|s1kQfSbqY|j5 z=zSc-v(;>M(D6>pwstPERn7;W;*3Q88N+py^@{$QO3ZWbcdqiV7^JifFz0wqOcq<6 zPrf_6a(Bb<7I#k`%i(&f;~RXD9mF|3^TEJG=v??KD%jk5*dW2sg?91&jrz7~g5F?cw+j(Vn^eRg!z2u-j74Z6d*o#ABM_AqMFQP< z9=cjf-JJTe9%rZ08z#Ha9+WXDpZTMo*>%6r@<^^S?Vt@ocqw?A*{JngvhelP zt2TwlhE`iQjpa5?=0-1F%h9BZY&PDX^g2QJlt1L=g$=Krd8}s(&9RbEAUt9NG%MIFxE%YS zwCF6&zybcI0x>8t2_X992H5|#uf)y3T*82^lV=X3_^!@swX-azn z_6IX3_g@EqeN>n!4VkWS4F)cWS+QLT+-1u))HO{XZ?)tGEtiBtPRnc4`>J}&x~D%V z@Z!h6)>mNAo~WUO_16B*`>P+Y<|`A1GbndJ*UVQSB=P z?1Nr7d>z=TF=8LIF{U*$Ex6Q%lF5Uv4GW~XfCgiO^k-#?P=r zzzuNXj4j}h?b#CY-p8DkOzH2qkdTmX#`7(nd~8QCjBfpBKgb@w6`B={GKsiP9bS8$ zNchJB?n$ne`Hqb>E-@Zmx8v<^1~BkPJG5y<70-RAAA%!`SAMg9e%xbp(BKKB?Qh5H z@3}b|iEE@g>A~dTHORA{T@{g!6ITccz~9>vzQmiQoSSwop3Rv}gfIF(Td7}z=zqMs z7~!7;A51Kflay&+1tY%Ji9cRy)`Nepsu%X$un0P=b&i4ZsiUvdt^Cb*a?E)YZ5)2_ z{5sj!x*P9nfqy(5*7w8wEOh16X}nQ5bMj@!fZLY7u7=2}s?qP7!gq(;rC zvqc*?SN9{`4(l}SO6Q*`1kVzIxUl7Wpt6S|)NeCEujY#IW_g2Kne3x<;5zq@Q3m9i zH}D9rcIno`oGORsmw%6xuoy0slu)#UT=<$U=dJv{?t!Fu`0M_EfujX{*yil30xJ9KVGPnB% z#7fs$X*o!_%c1jz_pO27=V_0dS3BKQzg?`D5C0<=OEF%*0H5%EYz*)17Pva~-G%S5 zcx!xSDJD3K{ficx_;Gtr3$?QUM3JSNLe3|sg%WVMwk~`~SQ9;2DHGP_LW2dh) z$G;?IzXdy8jxEZd9`@DL9X(tgKC=FG=S(&|+MC;bZlvyo!J!}~FnazO2KH;cZtBTp ze&ZKBw7+G(Bsr2VJokI!9Czsh9qz>r^Ac`%IOzU;Vv+i4wIw%d`kFZCBu1I;gr}$D zs8oCCMk&dmTzcGZZ;*~$Ux)u+hxTx1cBFIgX2oXEZWDKP`i=`Yb-GvIx_@)krwZKz z5;ybAwtmVFDQ=YQw+*RW=_dhVrF#+&+?$wSrQJ6n@-PlD1}4kYMjyvTd^5{DEjnGZ zctjqC_W#ym$*H<)IhDD~1RXBJc|IT|kh&eYE7Nd%HK}|1Q1~Yc%XQY2lu%=UZPkNp zj1eX#DY@N+$bQH z33u@us&3Dy*sWvZV8kO|#YdjX`ANYYX{883413Fk`a3cROMvgAi9=1>In5RHpzvWr zxFs~wn^9DvPm|*1gbG`OEFqDapU`qHEzh^|IXm(T-#dRZoE_{-5x zwOlQEzV3mqD0RB*kJw$Yi2xh#@E1dRai%99E-uf0jciZSJ5hwyQ3xSu?;ptQdi5np z{*3ta-A(mS6>YG*!0`*$>R;Nv8<4rAZfby&j`Hs{-t*O}5+K^QrMK|Hi>G&?GwSdtzb`ie<%iT!+3Fm>u*y2)ye*&1tK$DgT8Th{G-kdn!*52@L~vkyR&hjY@Ppdh^Bi~NOv6$ujFt2L3;Hf zTVgib=>wGhYj1sk*q4gmGQM{DK+BupU{>WdYI-UPbgV#R)w5(r^GoM!^^w3{1{YEV zdw1j{?WBG5%^;Z!M`rVl!2eWYvNB%}kP1@4;-(7hGRyFXn+&Xlq&{KU0Wv*RFccfl)1dvO93`2* zKPr@K+bkzjAUkPnWotgOsC4jiDys4#BfvSQIs;v|`um+I{3Yl6)PUF<dx1Qr3pm4FA zcI76~d0V7n=ojmwMAShz=k>m1HmqnCf352}CERrFa9d+p;)ql*bBiI=Pn8OO!f9=; zMJ*i4gk=wQ_7l5J>Bhkp;sO&UPCH61&Qzvfd|=9b`Z{n<(Mg6VJkS>Nw9o${Q52Ik z5#OcUhI0LNJzRah_U(*}p;ktQzoIR=n7LrD&JQ7^VNKVlQbf^EsH6;v-QG_c?<%XK zb3V;f%tnYx7!9Oh*C_^VLwz$JpU)a0QzgB_HJ9}P9oSsy1;zET{_4nY(a<wG9Q|NGT>gu7H2$U+_g!Hq3@L#D$oY1Ex)Tkp^pJ;|j>(CLe zB%@Y7%zRvEfH=5{t$J8{K;fTfqkqFKSUs@GBC0v_qk44s)BXW)lO=n(VpYnJoWK!W z{P6tZK)Vl-SHyFP)ujIn8GiIKpW=TqEM0=GQ;W5RM|Jn77DV zF)N$j8K584l#3Q*1Nz(q27IFjMv?lP&<-N~)dUF@Y@*deuis!y&e0I+9NA;C@+jwV zXM*~CWnxiaR}}r^@*-~v11As%!!3LK7fd1EgcJ+vtT)M2pGw$Wjkn^Qw0Ft4-)+}+FNYO3GW=X9TCd%CVvq>rWTThgiKCdx>Y>i$K?;K|YAOvv zmQQ?RTa5NGvgwh%$WdoX5{O#&nyPY^8=o)p^;+Usk1^oWHst5^_)J=3 z{;<>XNcfpKi1!Abx#7Ls#5ZdnBw1wxiVzsUJ$oD*B%JeVZ@mfkoTnvp7gj5F9C&nS z2O*LILw7CnQFEsLz=&R9tR(X3{ea>QpqD|;V-9E5p-E))`@4Us(GKw>o#uS&!}9=) zD774q%7usBpHeNgPUgSQ=f{}D{#)Ry3~Sm(K8r9AT-iVsN(h7!%<|zEPKz$y=7kb; zRI@XGq7b~~2I58F-52{?m|P2`nC17a^ltCrVC>8Ut|?k?N^P0LevUzfTtf;w*sY6| z9E1%l+=d-GIT+*^fl+dl^nf;33symzs@eUUInL4U1%tY!WJMaQln!?#Ne5$ovpH18 zfI$R9!a|`w5~0bH2a-9+6F#j8msZJf5+lD@_87BSeRYopQ%;@#_gDuys114Ib%Xf% zGDse2_xfh+ssg*>01a`u4Y}QhQhG5_=|y0vtr_~#(1f&t;F{4)^iY2jTm$LU&)<8D zud)Mqet-gez3z4J1?hZBsCS|XA>h~=?R6ZRax@PZmbgAG2yNrNa#Vn?UbUfY$sO!1 zwfAq|n}<`6&a0;HoM~kP<0TO%+o#Q(E)7}L$Kj>&SR@^Szbj!Vj=lYdG1gf^XS>Xb zqgW4U&|7eHz=c?$2F7~(g6U61Ql}jSc8q>6dqx?@Z#lTq3cF#0{!nN^Ww5$6Fv@O{ z&K(5_?&ChvpmX!%qIz7A=PwN{eU5|GUknbqKIu^-8)y3X$RNe)-%cN-yZ}|5#YG*T z2lH=UML$v;WR17;9S;t=iz@_{Lx*j!RzuCcJ*E+6^QcM9d(-OE8c}VWbMhjYycCe{ zTC;l(>>JyVn&;HhRHU7PGGwF9eGb|iS3-JfC@{C-J?;DZWD0O0=%*rUM?2&SNwp~A zM4Lrs%mVw-ZQu*wv#he$hRC}iJ*HXvV0f!VhO>maion^du0%)4n|z;hzJ#eL9Ccn@Fz21Vx+f8 zadgT_W>DdCmJbskPS{XYZrelx2Q!^IIJvMc={8Zc=I0>qB-&5HWt@6%n))=6eKvgK zHqP=#q;B>TRr%oQH_H~gd>kz~GA|%8%X;#B{kO}WTk|jyc+J_|(Bsc`EZRQ9V&d%ZhnI#oy)#nNQ9`ETp(QYPHdnYQzqzf4RypRQTP14y6w#qkmaY@T;@Y=`=qUJOS}af`9F=eRTY=#8QmSdAxX+VrMu~x8>XU#<^kN zBGNBDK3Oh*-QyD=bPl~e-= zVyutpEC&g;5C7^1eLIS+SCJZr@A~#0sfG{9#Q^dfk%$=JiBn5*bw~OIeHU`l9!1v= z8EWF?GW`Ys@gk_|mWdW=rd7sAn{@8lmcKN7a%MR6+169eY zp(tV;mwv<$GNlN;V1v|LK(=xkz2mFvSM~|W#8L8*${-srUcyb1lmg?-O)S94cwv3a zmhYK2bLd`8*byVoV6DTH>JFKHxyxO^xTxpL8Fz>CA-YpN_mIt-9;apr6&O4YD z+Hhq0#+#lLtX%m1ZJ=L)YuI1pE0CP?XD`ynh z`>S(Iyhy+MTJJ5uj5OA!t|B4!T+#r@|1efiH{Ca;fZSpOxvT7Oo)j~<_*|k^WSb6* zxhn|a-Zt2tH{N*XoJ?h)(a+979{DnGLjh?9-RN=O{4?+H@%+;gJzLK7zJAGGp0uJT zDNE1Ey#NLzEHEZC)?ijP(8&`1fg@p%m}pE|2p3fW zv*Wc?7MTqgGKd|rwJrDwJ;wjDbCxZr9&lRN*gt@NPrrQvlwN}I8~AydOTJ7K7ck*B zxLXaePCDp67bz~SU9KtdabUMxeDSqu-E^{Z6Hhw_eS0PQdQR^pPEK`~b761Ejh5j{ zX-fu#%l?@SUAC-Rbfy^?Iv7kTo--lPO*U}(_zKt;_TFT(?SBbyRl)2DTQPpHA9%#P zcMzdUb#S)DKA0cPROc_Chz%diM+k+pDuCSQ@AwuwKrva)ZSa zM;}R@-*<7U!r=+NSH)N zY0LL0#@{S%nlob#CL9p^*g|gQQ8VeF?t+wzCZ10IudsR;^{M-@mRz&3s5nCK-SGlNrm!YnP(!8-9abT!>&6M8;rZHn?z{Mi) zVnb|3sa*1r@*Fjb6H`EEj8#ttw2&HN3pF6~bPK9?(T=>3dp>He6H0RKGK%Q;=T1Jb zg@Vda;8_!6l38zf-+)EI4I$hSUh=lLw2-xXz{%$-MfC`K@;^f?P|e5*+cALXF*{Bi z+Pwp!q5unw>2$u*vl%n$aU)dJnT6VN4C>1{7YBM6-2;-h0pIZLO?Yj{&Xy>Y|H-s@ z0&;nm4S84Pn|{Z=$4TVN53fS8r3gp&=s)d9-FX#ENyAs4`S3cX;Nn%}J!1BR`1P0; z%xA4Vx*Y@!j#>UL(`D~?)oZ?E6Lj32dTIdqu6^>S)xurZtHA9mfVBDLG9f$GP&;_b99ZM3{E(u{lYm zqmnK}ecq>P_13<@*eeAI`)K#;X8={U!cP`Ug9x5I1>n>B@_7`qk{Nz8IK5-i*j|yM zKx5qR0rAOMh#hgQD-k`7;hvEexn|F^q}At9FPZMSFh`<9;TZtGB)qMy8nfKWHWbRg z0Oq)3%6ym~UE`~-1iO`_l=?D*)aL_h`4zX3H_9XQiz}4UdAkRwGIMj!Fk-!VPmu!` z-&ResY5}%MRF}hrn8?ze(A=k{|r2 z1C~coT&U-UB~LN!h{9t9$hM=K{iMfWHh*~0J5Z$mYieybi49{Jh6KIlJ z|M-zmi~^IU(m))7ez+~0L8}EQYkln7mrmH$KHtMd_G zim=J9Ef2b=cjt~u`cyNG*sFuBM#BUn3vutRAF=)moA3Fa?^e&-BQfQO-j!^7N<{B) zqnZCx6ed3cR>->8_0xxh3@-_-yb2NHRvRxMxBf_Rk6J1l2*8jjRu;%RIhTRoavXGz%hMnYtfn*poS zpCCTrp7ts2fDpV^CKa-rUsY8X;Z*ww$=KEh86foaks6a`|cb; z*33i21zmN{=!qxd$Ya;gPBQd{fIr!&^Vh_rGN!>vCxh*4OOW)GOhss{WscCO5^BDE zty_0M^06(l1OiqhOp-NvL4;(Yls!dmmeTugMMdd75lfIuVLK<$%{mg|&6mKZ?Cmd{ zHgzk}P4>V)7qN1S`Ix7u_n#1)0Z^2r6~C>w-1tBca9F9$GeY+XiJ{bB`+Stb*APc#HDF?&n+4K`LJ?j&Em{|8&9q?Ly!9v*{>1Dg8FXc6o;KT^gzQ z0#~?=c}{))M*KA32js?qp!gZp!wb?HioD`)phxMer>~f)6@o>lo>}FrPo!ImKpI(?wcW$opL> zue*$Ppf9HdS}m45h(f*P?`>mwr4=-Xwx?BC6xtJL@xCE{RJIrzSoP@2vrk&{I#V63 z7Rk;oDcVguN&H0|0UMLG-xKz&o&7MYzN zHFuIZ`K>kV4U=$l-3gO(mUh*n{TSCveJ7KTm9|1b8Yk>pq@Jr<%8~zDNWz$6K5|>N)hde_LUy+@-cXH{Fw*LO>y&(@%>&klE zLaxZZalBCXGp^w1G2%(K>0QhOG6jtyi*7$^B?&BeFbM1RId9QeUp3rFuZi<;b;@*h z{AgN`cx?Rwd;65ZA^$xmA$<2)e1MX<_t|%F*6&}3x(_&|wECRl+4QdJHi=7vqY1v5 zxWnk_F}(lE;?)HFn&p$VdHTyc6N*&avoJw`=GP6+zChhAhzY_eUoDT~^!|6|&SoEj zGtRjsT4otM zq>$`MJMO-+_YBIT`QOPW%=hgc+qFrN1HPCUfK%8_*MQ3YE<>c zuwexo;Fb+6AwY+OzUlSB1MLxW@V6q&y_!|O-)}`!W!u|F4=R^u|I9q}Xo-|~GCh!D z3?91g**!PLd6_|<81CqpH-A*nEthoel;NM~M+>zB)F|IlMq7&Uk)>7m$HcXDytxbS zn9%#U*U|tQP#)bMD0!_}ZLvj)lIYFQ6_&fu(w_WEx|C?e9kiMgq>g}2fnrFiIA?Jj zf9C#qHq@{i*IVxyy!LgAj6 zEM2?8+2|sr%=c^~_e$YSQggfdMPNt=mc1jEmi}uw(x%;ip9}FA+ zMyfg*dCNzEO9d%~V@_I02Rn2si;<*|B1P)^vjR@`h}2&;mD|FO5?!2=vH@AHyL8+S z!Gvo&pquj=Q1&per@gZhVRx3XJYPqlufBRKeWfF2ZEjSMlA*t}NbS3^IM6mnEfGsgguzgv*Pz2NFhCB&_fCn8?852xXZ? z!KEextv~pW+R5`$!qSYH0OdYgrd%;GOo}Z|o!Rn+oGb;O)V?D$2XOlJC6R$1-=f!c z6i;|dQLhE%kM$Th$t>cEl6YuH%Z0#irXQ3fHVBURPYhSuFx*PQ>sQ_5HvMW_wvu|U zwK{#*4}Z&^H-r+fdbI!jZ}@G7&{&xv!~0>^R!t>W4t%=&`tK!sp6*76&sxw6y3rK^ z;lMTCtTg{$K@9l(t;i3bP5e*d4|g%H&a&T~lt-C5Z*2SPug<^YW(nMC$h!wvBsPu{ zE!s_?!L21!gH*MHc9}uiz=Xn|&thPoEV)wsVtW^HxC{A540{#16cqUlC1V)mRt#~| zo<4V*CH5?fMjdZO9<0O?1|%EjN4NkfHP!QFgHG^$P8nATiLVaP@nCY0ix?%Yt}66ib+M< z+#&bNMC#PS0-#V;P>?vw4h;ShWJ<(u$@P~9Z@~uuMm$tWztns6=2Us^--96;oJpNz z?ic!k`Ed4p$&A#Sl-tR|YZFxz=03*5oSOU~^C_qk0Wk~weR7{IRO(Hv$`qxoU$UbK zb+&D-d%|JV#q+>Kb})h%x%EQ5oH+)l2G2H7Riy@K5jXlAqHmBG<#2%s{o$vXF8E^g z_jrj54R!c$1WF}0I;NOqR}Q#Pq`nzguqF<-MGC!0fLzk`Wa{(l@#2e1K{cy_xAd(( zfh}K}60ds^O?#VnCZkUGS7E)wR}F~lT|2PZUxZiR1%9?Okc=7UbZkl2#MyQuFUiCM z7!?rTC&TW)n-xqyruirPQb?{UY!&L(h$)H+DPwm!_GK6A!rX)0(7Kyk?I+o`_A1Db z61wL}FTFuL#aX4hHbqW_%GlN3dI5f`1c`gAX4T@4dnXHa!9#9%jhOPM%_IcwO^+gE zg|m>XOJTUm$y4{sgKMo;p5K>zE#6zo-aaf<<7>Z?lnk!DzOg-6f2$;+EZRSxvssmo z4h+f0eav7vsURa0@`D22pum|T%bt7#mm-70lz@SW^TWQ)p_P&=!C@i8ENEF!{1C9Y zh6EZIRO5Dg6C-Qf$;kXDl|C53*-O@x|4m_dr8pl847VuCcF8VMrP3d?@1C&;=~xlc z66sNwxDbu0oD8Prx_+E#s9Pj|tl!k~*G5)0m`FVp{+lKV!?+*D0VT6zSlJ3HaD{Hn0xuH97n zt}!j+mz>`o-0+Q5p^Funa_|N)tvA)Iyih=Y@x>@kRG}P#)^1l` zXgXbh$xCH}ZcM7vx8>=-p6R(Bt;aEsGkcnaEw{$tCSH6&PoyHBKqa|oxjz9HFwMXr zq1?+M7%|l>`qW)W*bPtgPE!NKt7t4UpTU2%IEXq*F$j^g^*^P8)0DnaUg@xYURVpq zubN!qrI6WBxmzslqak06X1(W_KcllH$x_I?_=Y-UmisaPUvzJRgiJ%os5H*x}@ovb9l0m%fH=(F)p zPW{`MA*RBlUpQg=@VyU!N*6F?=nOTZT)c-JF%vFUYL2bW zSuWsQY@phzRTw`>v2Y^}4Au7WV#S%rm0tQHX^6X$*$*!*8p&^zsv0uQ6lPn^2Y5Yp z6v#2UMsimDD+S@F+!4Uv!K7n+21o(9uSMjgkr!l~BzZs1##;SjNos{;{Tb7lmAH*1 zwH40^4IkjMVrzpXLU>ygcz+ek@?SmF2DvA0fhe6p{T}65m4$q#2%~8F(u-Ys7?y1- zf-I8merL2Xkwb|$BsUw)Z+y9Qb!sTyluYmFX-=RubA6e{$);%Kj%d=a*SBIj4A~QB z?@j*p;a`V=2!1`06FQ%JZxf?ZB+jQk@Vww3)_0`d`6>``>|Rb2@ryk!3qN2!A6_al zq%PiBQnEqDF7S_b5i7HVyL@{8=}H9XJCETu;;ApQP}_VelHwv|C9^3O4vG+NDl?+X zkSWO}*v#}yLqlrkXqM>w(a%`N_%Q=q`zkRDc~;|dvVZ%cV9bytRqdK$YAApuubzd> ztK5`_B^$UP4{9gZ`}QVnor9I23=&HyepQ<~_r&FiG>?zzWG7$#Ak~oY{BaVEG?7kH z?Sj3Tnc80sT)Qj>fKTOSH9<<@Da1`wh@+sfG}=4O+aA%%i)^JtN=SmFX!q42D_2sB zE14pR);SW_GPF8$E)E&9{Bj(_qQWhN6OkAe9kG_in{={vf;1Bci$W}rMI}WBHETlw z9!^LKYs_h>#@oDorNQ6J4AHAB&n}Ji2Mg#;-zA}jMo@LWO4}qLn5jHZ^B^JkSMmPH zRru5nC-mXD5^5$$BK#*P!D%8ArgZ$p}+$5mMyR?b0xg3bN;W3uq})+xtHVQGwlMrzxb(% ztsXC$uTQzN}U(*E*e0gXNYAE;)Hga7d3=Ec}tB!bJ|}Cul|r z#6ytq7BgcwNEFg`g^!xqP+iF5ym^BSn&x8D?XyVnI~h>Z z|Gb%Y629|szUa-ein}#|?8p)C-N(Oc_8(z;liCYMh92nc^T0O2gUlE3r4OeGUbR4Z z;Z8}vTkk($xYL3Fl#cU`=izozd zv0XP%9=Z4blQW&TY8}HF9u=M$Wvf3FkBo)1|BWWq_Z~$k_~|z4M3&rj>WEAIb#~3m z_ZPlrvZ~p)F`k+=m)cn`xrR zPr(Dc=V@oXAe}d7BI^%MdR)7lui6C|Bwdgw* zb*w8NueR?z3uAxps%7@5`gu-s7*@WC#wmL&0FIALnus@N(SQt3us14&O#Ri7A@s(Y zxUM;7s1E+Keb@h^0r6_(@3Egnz310V1cb+xsJ=)IljA$h(04ZO`+3wpZgb^k28`_y^I$WKoYr)zd+E@T&WoQNb$Zqdsw{F*d@ zLKZmJt!Dc^zHU%$RZ+E6a?$9!<7~a~Lm9=u9piRH&dnq^pw^H&llw06QrgcHMxt0P zLf`NCjLi6K^5e6ZhI>DZKHO?IR@R$jf74mp@X^6vnC!@EqI!s}D^JvS__OpS;!gvi+&`b@%cP<}e(P`0mv_ zAavTwmrjIT0lt$>KBW6W8mr5)O(IttsF~gKw1C-eh>KBufy!-{Yfd1dHV(D{_m-k^9Y zoc6DYDeWMk-?^)b^g)vcPxsaXYFM(fn;nurN^yBJPipq&sXHKwYM*Gv=e1-@bGR}n zeODF%AU$%C7DLijK8-=|9W~aG;TULss<3R6tEq$4gnWwz?K_QeO>_&RxXax~|Bm6h z>3$Lc(|~`RPrMkvB)D0UyjZM!n!?>WKPa=P;na!YOU;g-yfgV>+fZ)2RDNhio9*9Y)R>DT=R70rF&x6zi``3Fa1Jkh^NaTp|)@AeSVe5THXI>Q)N@ ziHmB=PcVrYVs*Moo97XwN-*)VmO6iUJw_tD1QYGGX8nlU=7OIsZn^IMCv9X|YoT#} zVbNtN!NEAN`DKz!z@Fby{Y4VXz^_Y>2KRoC{ZjROftBVbcR%FOxpRLuw@?g^-qrS2 zrw6^lNaq22-s11+f)hf4ai~U{re8Zpp)eQQ#?n|%+8OtzU#?#IgY0*JMTqX!-hS5s zq7E%OX{OeVI(Jx459Rd@)pGRDB<18((1397g|)(0N7+*+3tE$`do|@@l5}awEB(GR zDGt^hGLog{4e4_eKC(0F;eRz>F`~r&@#*UFcIt)ku@nDP9x8wJo;dty!YMX2IQr;a zu=%SYWKn9csCgwHn7J4&xu`cR{iAGQX|I%Fcr)EpeP&M{CCtdXDfsT6M^PwJDzYfN zvuUvmCU}{R3yK}D4~0JLM7=+FX8I>rps;G>#Y@@q9@mpruf^?{=zXrzz^% zicFQis;sG`4Y-24u$GW^6dr!t%(N^b$H+SX_OL%?U@#+9$cpL|MH>x8@4Cf%sWSWI z<4WxJ%hyH?oi3^{mh~m(UZf$>LM-V;YX2>+MyLpUwTaQs;wZw7!?$kTk~8Zltnq~! z%#Px^%*I`(tAfD)ia*9DBZA`dr_0R7g~b?2^AvS1cris!1wPVYC_&`UQl_iq!k-Kg zcS|zc(|o+eub;zw`;p11n&<}bLtAFVKF>#sC zo38Da|DQCFrwcH)qGV#o_~5VxXeG0e{c*h9i^=e97h)4sdDy~u=ek9y6}8mzhJPk& zm*o-LOuCQUsaTY$a-w!k`z6EcCacukOxE<|;j%u-Us5T$2MCH?-B;%P3O8?Qd*MPB zyUSDsqeqBMH;babWI9R^*2+0+k7>RM^g9W3|1w|TXeq4zm&hxgtxpTjoT>3ZvEIps zF&di{DWGJ*l$ykP1>7oEzj)&qbVE{}{b%pKG0^W{+P#%%dQBa@MvnyCrC7D|QfEcc zcER8;CK9(z@<}MxoQbrZqXrW&QuI>3zZOHO>o8|irF;;EJuYqlm3&%!w$5~ub zfNwZP~go3Hi@}$$l1MP z{U9Gow2==IuZ@VZ$#w>%lhwN1oj~=OOjcn7=LRauHhX{ToKw)o-aP&9_n>k*63+@| z&{pyU(~c8K`JgyS4Zx=hTF49~d0{PXX4oJPBhY3F(~D56EWM3k$c(45e6aVk1$K!7 zb=-1J(FWp_rutw&DGn?OY-5?f>cUAJ0hMvEu!fn_$7ZsfQW}8CiKE764v?;nnd|t7 z4{3NM_Om;5DEkW-uNA1&^f=+xwrL{=?r8_=y^GlfMt7+y8}--V4c8)X9jGFla#K^X z7u$0t3rjy1Mxp9@Np313>5`mf5%8;lyXapj{+;dQPj@>d^)-@WDb}@Ad`^K^Q>!2d z^lsbO?c;Q_sNr!cP#Hc=IJP$IU=~!(6yIDC*_e%&vg=Cp!|0PdhAxGGZDQUja$!mhj17F7f;VQd(7vdy;N z{keYM@An^<>$1!2wtM&edOe@d$CGr~yh?k~czliBXCq0V%ui z1yfQMM$?&ao2n7T4PN#j81MC_mrzR1P+WrFP-0k^NYpfgKYoX8u)czaQnz1VSd&+{ zfw^XSX*vDoG_pSdIeaa|kLCgiWM$WH%6DL7yfO9fkdvph)c5)oF{XZr*im*MXbyxv zLGpYJbRpfa$zkL&xw)ZZS2^&vl|U#!JyaT?_yfHTaKYO-{@b~&q&ZS23?DNFBhX4| zUW_Q{Ye8_tK!Pf7dW67e&g|Bc;-&0&(}@8%NrOf7h`?{C_uqmGGCr0wB0RS$u1xf(mkZ^)4d78 z1}l?a8@ySYkY2}G%f5*P41e+3G6UNTCe%R69aIgMgy(ul2HYkOB%+iS9?9WPL?VoT1S?WntX(koJo1Ml%UqZ0~-_q9~!50iTto~x~UKQvaIlWqA}f~ z4`AG&p7t5py*g5~tiu;2=rDG+%gAo@CY6jI(c$mjgYxYh_U~(Z0C*$%Mi5e=!nc{Q z3z~(h>7CipXM7eBH~O~bJNszXh~2@f`>WXrnXGDujfnz+gbB*4T=b)3bYmm4S$K>n za`PToe%HK4%VdR~en>Jp$Uul5_Zjc-h6oK7WB5*NK|TQQ&(6zWabIlXHSVcxIkY2+ zLfd2BUsWJo;6+b7Z{9fsvSixJ2Hb73ioVniX54Hyukvn>l%AcGInZ_L_&ww|H@dwf z=|?Fwa_j)nm-QU(sBup)K1>P#%$PZVZjki_Y_ZgLe5GaI0d|_TB*oolV&5zeWphyw zn;1OuocAdGyccvCm!4!BAi&jaKYI5C6@H+lCpActub3EtPyeFD(_GOmNuqyyZi3Rh zhZ{MFL>cLPRxSKVKWiRt-EKy>w&khoChWhFN$=b=HT}!KTDjJ1dk39$fZf?I$$56J z$21XFtN(Yl)`PuzD1S>?y7kAFXyuSg6mV-NzE7T10fyCR~az~JWR+fXW;PRbYBR8!(D45 zalBW9g0}}tPr?S7rq`79F)BmUzh>l~aKZyMLnnorjox=%;q^{#$jQdqN8=cYt|mvS znsKml)K{nYS6$JzsmQXQ5kp-qkIO^eIFB&te<(&e^-mUXF1ky zvAXaCsXl+tu$$&c!+lvlH} zt`%>qZ%oW_oDIOlycpm0b~@h^cjg_p_))DtYT!Jv=J`zE3cG93D?nk~u6rm!caqtED@sLqy?s>oR7FeO=5N=?zzXhnNvA&| zJYC-|f4jr_U4QFYvW7v35*dYba~~w$*%nHsP5Ng`TfZAJS4rueQ%iu4nwXSephrYQ zRqdH;A4ct=dB4h8jM9K$a*6A{pcS9mg?_QT>~<1gDMN0>-|&u!qPH2Ytn2gVC}ig5 z-o-W%+v&?^!9HgX8wH)eXRNd8S5A@x5C1v20IMCEpSf2{l*xsDJM&749easLD7j!w zP92K4EAIB^&T>FG6ZA2=C?2?w_@q@;5A%)4Po#EOiQ*UtyT3*iuvVhEXVk~LD-&j% z4FDvW%cH~d1XEAHZkoF=o{?}dUx{*L;P8fL9Yb7y6Eu5%tumx|=>~b>4T5+>*LC8W zo#DrAr)TI%D_y+-w=SF}(rr7PXzYN{cWchc<7wSAlSDYO%TLpY678B! zS3zZC1Yjv&x7px|0JY0lxY;$K-xJWcMdc3D0Ni zjD20VIoR;P_p=74A#Qpir@Xp0Qt3whHSMVj%PmuB8QO9p`KYzt>%4901w;`LRG63o z#G{$vAK}!gcn;a(DkI1yHeP2JmKq+YFrK{HpyD#1>EWY}$GaQL z6mARzl$ucg{b4UNmi%x;qtvu(-!T!#h^hv_twKf}Ji1%Q#v0YBo&+5NONF-n$;b15 zZD7)hMm(2G-ME0_NX1iYhr9fJt!p2Zgt(m^uu6!48~MJIQjX zsKUo9Zk(-egQ$f8C3*sYPWVSBh2NMbid!eJQ~9g!Qk&_2in~)&DW!HvEj6LTm!p;z zmox|`(K9N7+=R{TY##_qZ}RISGy2k{HWfiVo;uM^yLts}1p!RAok&$h@&^%(p)u_or4nEW@fqu(_Q;dur zLnk9#rP^XO^JxyL{C@48AKJqs{$s3K z=F_erETLFrF)cm-e9cZ6DE3s3St-xcjx!?VjPWd|r3U0c#0eWq#n~)NQ|zUD@n_(q~+HJ7cM#Mb6}=fpQ7f5Bq4ua6wBcrB?$lZa)P3pWzJeY&{7zuv;P(`{Bu60dUJ7L6q z{EZ&L$7W=72AxE|^AWcV`-luPslbhzQJ6?eR}No~Aek{d?e%K7oRd}?nodN_!Vt$> z*T@*8=VT4;ff-?JyPkj8G4jf6~zXL6#mx|4ydzrhINtn{u%t({rEm*6V`gn@T67+mYPpTVdvw#ZB6 zwU%@gk9IHRT^S*M{a4=bs{PpCOdUwH+l~;e9tLyBtb&t2XH>DlFee<5z~G*IA0cT) zVGLg}w*hJG>@awL2#%&ftgz~6O-sH*xwW5$bm-XXv7V*`ry6+{B;s!A=W0K+n#Pv- zZ&Ua4`M5-ZljbeFwV5_VZm8&^6}2~!f29ThEvnjksc+{ubp;;Tn4Y;MYDwfis-Soy zv}`x(QX-_6^Nm`pR|viuYb}J!?sa8fCSod*BL(n<&7$ zai{WP)COZf8r1bCRx_B}s)SOouVcb?B84ZVNXeaR%{S7b!JIXC1hpQolFUfZo64s; zh?CtWt(y0ju@+M}VBDG6JD?G3k)*Wck)Gd};wblYe3lM0|*| z&%29c!GPo&DRr%6S?eIGLi*r(FPDA$Me4r9eidTESEw`=dua`fUHzUo8QMx zy&EBR=tvT#GU8#!=mZdT8)(u&1Xgx^P=krGs?4+!mo?S@0bPVj9qP`_i~_bffZF$N zV)#2qN1)bWuKXN*)(K~s9d5A#vVC85ya$pf+;Z-Vp1d^%`!MIJ%4q$1jEJxgSvV4PB5muJMsGdD$^zpqs^K)N<>UJVlao?Ipr2#TN{Sa*zTRV||U=Lz!-{_2Z9IZ-z z$(g0U7H>(4-d(BIAvk13g5+;~JcYCAI2?zYy-2>lTabE~*>Y#FO?@f6@>}$*L!5Bp z_!ALT@pr<^PB`cKCyWL2UU;XV97EqOS#rd zBIjC9S%Kc^ClCdd;yj%=o>EoFiIbJ%&yeB&@Y+r-g=>u6do)P5j-w16NeU>$fIj!S z#0iWwpNKr*FmX4J;MxYbNVjf>#1w7^?=cIHU$42L z7;gJVSbsU>u|xKsy69LYvmkVDF4S^Gvt=hrW~ze1xu(Y7iI?F!Me;qlVA&-Ho7?p1 zZwOw|H@=1EUD2XHhU`lJ^$j8UT!c+i-5ito-)|v$ob-71|D!<9eu#b#T~O?HOz(L+ zSRSfe@G8-0P4Dtk8GKtEDZB>d@Ba4qRp}p3O$)4^=cX!#AB_L}eE!Z;C4X=CNB=x% zQn4{Sm1Y}aO*SHob7)w?1-u}dL_uKa48*MYyXw-Bm!y_-v#*Umcnp+6cXsL6(zB3Q zf%q%ypneI+R7<#aroInf?JkLqZ{+7zM-hZFaqoi7nZ{dlpZYbfCG+EvX3Ic~?W4$D^~Yup40|Z2aTtp}NlZXS$kTi+y4Zi%tPgZY0q>0$QJV z5%;bSH(F+WUx^DA?)1+2$9f8RBEn?yNq2vjK6{7Jy{Wa!e=wI-i1BDWT3hwgBtC$U zv86Z~&MD|8H>9oFZ)lOBb&4}L&ve3KWv=^=G}Lck@n)pv)S*=!p)WLlw1&deBW!YLpjWF zp(ShJ&=FF#Mb6yHXQOv=ED4;!);#tlHO;`OR@|&|`@s>zu*xTa+6#3JA-wXVj=cQh zad6KWzuxj4^oIZViZ&kxF{4p;ZEW2k2)avN8W-5Ec7GloI$xnX9g%;3`qTcoD+>}U zxBgD@ZH`o&?Y6YFnHcJ-vc{I`cloJ7RRbPJwocKsuLP5m*%1wrCfa^a%OUp7+1}fN z&A6eF_m$=Zznaq1i@~0uD?=y0`5-QGL?y65;Kh}wN zi<;C%#2ojCsSujxH_9kAh(f%Gl6eJx`N8=$^nCg|o(Nq^K9wgh5^0jdZ7GK^PSf~n zXncvpGh-&%t4#xrKLJ?qp^R7O7I*4Xk_wgAhFzRc1-xURgglc$hK&oC@>z3%Uz zb9dSh#KiZA(e8BmZJr6Y{RY?FNo*?}n%6CJ{RS=$a`)}>(D+nI|EHL5A|_}JvJenu zeq;Bg7_S!Y3-Ydg3J+4f>3oja))xy8eh~BHfZ)kDMxFFh+3HU2tD#|7fMx~%&bP?F zJE{7T#qk(1TF#-tq9_Sw1z3!+D_2$UUQHG(bI~_G1tM&kTe(TDA~XaU9Qy>eISt86 zzOkaV$0J$tx4ibr%8Z@Vy;f?eGR3bpN_%_7;LNXcA3p*3Y7JQdz%a!se*p-|ONI`& zu@hn}o$jqqhwcYiAQq_HG%;44J)eFH8LmW_r!Tnz4}4XS;9bH0Z%%lNzv`?EG_(Im zq8AShv$u7~GG5aNpr8P=XNe5CA_I|FVT_0&4guq+-w*!PPfjhBh>%X^&ftL-uTPU|K;fyqm2He z6#s>r2-&Zs3m18g`sU6W`Ivx&6|4ymi(jKIH}Q@VI1R5&f@FuWiZA*c@?JA`#Pl8* z)SEZ+JA5m+|5E?dYk0)T`{r(^Rb`t44&55BI0Vgl9kr(Lwd&bxIO6QQ+0H6<3h`CS z!ijp~Z#6Zu>MY5g7x4FudG0A%;s`8RK zAH~p;6A9$^MZbDT0Gmc%e_lEA60L7Ea(0+v+%r}F8mwbFFL+vyGjuZnC=kyYGx~>` zC_q8-YhHHn_U4+#arMQCoj`~K@gQ!_?bEi_&Dp1y2FlEGU{`;Fdu5EFPR~~uhlc<5 zycRN%S419%o~l+zPXw#;V0CjM^?AXA3TlJSeSGk(>8upd`M5yI35wgLS+#!v&s!Wj z_~3?_dQ2(8N(ByRNoebGw~R!_nM2jWdmXUwSNYgP8XO$~U9E&$Y>6dqhmLcit(YiT zPLZlB=sEVpeipxRPWfv|MyXpRrNu|%@nU=70% z#|D753p4dxBqp^O7<(b-y>l#>e@-E#wKC6^JY+qhvn~aw!Bjl24f;iT#4m&zN3EoV*Ql zsx^`4b$A1uS=H#Qgg=s1O%?CN+eQ8U#6$k;@%Z+%QXT0;r(`bLa*KT;#~0QCo+>wc zwxm1Q&TzY}Da%PX*K;s2x|^7YxUD{O=%lKwu<2Z`7ZBiE-A_^izg&|4Z@-}FCU@#{ zOx)7Doc$E8R%erGuJ$T1D%z1lI5ung>X27;D8GQ&rkyLZg8rT0bw(Qm+!!BS=6zus zmo}!B2B($~QqQPq=2Pg$W}{KBRRQIss1|7MBDjokvo}$mCR-jG8B49G(`&u^1%H#M z?p@VLfcWn3VuL+LxkI6;08rd)LlXc<@1t_sXi*9%e6{O!G(t1wW>f22(^N?95!Lsz4KVzIAn>GXZ zijpi?>>}s}D-veoQ8&o7=vxIT!(T5KH(X!fT6RZnzGh2&Hk9Serl%rDZovZ|Jcb0W z|01Rego$iWNU(pNNjM#%g#Jl^6M+P85dA@a!M6k-)HgHk1Xl4kVV9cYR&w;o_64G&B$520j z+f!=Rn^agpGA}GS)Wn*rREEGhn|lp5d4)2&H&Qu`fZ5o{J}NUGoLNrMv{kDz;f>wS z;p>ml;oW?0Xs5XcCF}1}e6Z0hY4*MJ>|0gJl_~}^rjo4eKEK5WR+4}p3xAOk?PUTW zGKfY4Wp$}^`G7RwIBmnJ8K@E=&5@2)rdMU}VfJc3iR4aX|<{>ERl5pCZV zfV@>>N^vv5lbF7*QknEEBDcvuhsqiAqTXye{p%rL0&Y>Jzf@nVhz`ZHC2@3@WuFHh zHXR6-MLL(aqDoBY&S067US6g=rNroOmfhU2D^ZY@2$WGF*i1_W^Mn~6oX;Nt3Xsd# zre_4$an3-%3`Ch8czn3`_!#*uujV!_?KI?p8S6=kFUE3y!z6FQw(Kbe8QNAfa3+G- zmQ+NVojXFQ!0??|K;jaXTZ)qbdcoOk{WU`M0lqv`5Zg$JTd#YB;aCBA>gJ-#U{3j^ zeHGzFMX0!+s2fljMPc$yu5XMk-_G%E#$+uoiyLDE z7u>Mg%Z^h?vO>vrufsI1nK`zIw|I)A9uxF(v(_rgJ=f&i|7_KI ziO~vs)VvlWp{|87^U=Kar@;S0`)r1^^GRu0d`6@*++{fu<#|p}?zA0X#t+EBkp3*^ zxtZ~!Uv1v{V~h<0IFV-jhTjZfy%*QKn5WEU%E-dz64|DuaDbpU9>O9w3{PAoG{LVS zVAhmv55D_*%r$ew+SkySOMS>N@!VlZa`0Ts~m#bn2(<-46>N# zmt<1b)M^O3JNh^yIy8Nw!r<8AkuP^(kVR6k1(Vd6$;+071=*$Ohx@SoQ!&^wIHj9e za#;ty!+RiZX{u9)wJR5G!36r)Gv#4H@tLOTiy@dzNpCx?mlG)UHHIy4AA_jTdx$^x zYFSEs&6(TdiyNqRhXb7$>PYDB|FykyJUTfToCveoaG_9@gyv$to?cY;tiZ;vkLl~c zd7p6&cHBE^3}o%mMP>fULQ>FBlN7+kfi03V8SHnNLa$=F{I&4^Oh9|^+qZ!XxA7}E znFyBZC!?_LY~L0Z!+e;cx`053HW)q>0W4VT8MRJVj#OuZmkC&Q1dHxswxMk0NoQmr zUD;|yp*SyZf#4$7OjGcF$-O{_(zj*ReEl~^eepnI>-Fo!l&d`M{B!>Gt41JC=+dQN zO&;H&-GuTlGp9+CmYH=E^6KCs(27nuo*e9Qv28(<`6f-0FKvY?zh>l1{I`{W%={^H zP@sDB9*J%n0Tr(jBF#Q~$~VC1e7f6w*s;q&ogt@;tu#vFkGovCqj9;ZZuITg zQ}>5^-$s+80FuuZrRL#7I$ek)aU!vtnW+zzN{`@cF5A=2m%jSK^@YKqV`DQZsL&5! z?cS{?%aUp)%YnRre{RGqh5+onZ2BB9xCv2AOb5vjb}%3_PS!EO|$^xsNzL z8p)=QQ2O_ii6CFB%19KZ+Lr+*XE<)QIjAT^BPn2Y~!KXjG z44%N1oaZo%atnU^SY)7tWgCV~Kid9g@Ue=rrZ=fGxpsjV#Sa~C>r%^T{UVGF5p-sO zP=-Wiu5T)}Ni(Gz;?bCQg>U9l3lW77f3LNPNpxDft+fR-)0>Bc(-Q6v@Qsy5&kQ#Q z=pf&q7I)E$jdtNc+qWN`!3(jXfwtfSTQAMGUd%~gs#~W=n}Q!9o&-&CcE>KroKx8~ z_wCQ8^aYu?tQY-FqV$c<+7`98z?J&X#Hl~p8qf#RX(y3u!~O9Z-`i=C6uRB{+2bjQ z6)*ohbL908y9i#y-|7Kf^-pnvAXIQu-&YC_gnxGU8pmaEI1c z@rW);{K4q&QR$6m$ylH3Th{MLP%TRp_61~2&}C#Wxrf0wl zYP|&s=(@T9(mSGNUSf3k-zAVbwb~-&!lsvl!W@7BG`(lf`FD}>Jg3O3kpEAH>eQYzymX zE+}DHZjBo+@LM-w-~FaGwN4Q-n4Df$P`Qt_S2;q?mSD(a+!!OB%loxT4P35xZUZ^D zIyBy+aBdaW6P0Wufo8p19P(Y;C`R|FlD#^~T;X3Gtz}h&NDPRNQtUNll-yiCgV(CH zFnaZd@w&(2g8a5_-s37p z=wPHtWHO_->%oc4SreQ4eYGH)W<0vvWQ{hI!H;DAMVgG?&4D#yAQ$Zc#q~su4{N|kfJkdVzeo@2c=4@rYGx$Ju<25k3dIBys6qqqU`Dn_(}xX z;~nZ|_0U4_Odcx6uXg=LCS@pCK9XrH%iFpVvTa3iErn749wgnZq= zxx9(4r2|)4-T(4$|N58VZ1RiMdtzD2|0*@l`z_Mm_$ne_a{_8PU*!3g^7G0quMgJm zdW~fnmj(ZFq}o9iquPnMv45|6=-GaSG+ZBUs4x7fa*Ah-OrphLbMb;~Z|qctcZ^K_ zQcHqEwnl2fe8#E8&la>pg+_*PMrw&Mv5De)Jh0b>uog?Zt#S@6BY_sSIRM!zhI?!s zZE_hAcYK9(1OUdNd>xoMuv3fVn54+&*SVtDVwmg(?h{L^Ff+mSR2S`O5>iUYSXwG| zzBQ_|$2{)mnM5uiZ`B#xI4fJ}6uUd? zRDVDc;~aTUz-WU5fTQP~{0kEuN6dQlP`KClOu+>(+-ZQqJ+n1x|B(QeXwO(RQtMmihf$wy96_@nnb|9W)#e`Fgw;IS2mxIuz)=f)!pN+ELtNs%+ z5d9yR_V+zA%$g!}h~oDa;pJ%A%#%?4TYiFv5NH$ReF zg&*0Z5uGZ@?wA*;+_hCbil2upOkmO76!V2_Cf;7Oo2GmzwDNB%OTS$Qnind_O2z4Y zuf{@eZ=V4C*gTTeYWUkcQtXnH`u4n6D(k!p%`RkA(2_(7?ZyG%{G6j6eK)5cQn~7j zK&hVQ9{h)eVuFinc>ShWyUoKhGO$n*D3$R~gm3CC+~PG9aK+x)ZE~mFNE^;ziphUP3kc!wPbhCl2)XaIZ_L#4*6fxfa9=uVzXNT;@Q$AFC*Th{4nj&0>jn@ z&#R*Dv=X`GAu5K1uEqVg)D z2EtQeePPQ1EkfLnA;Kn$laq?@&d9?GKE=eZaV@PF<1 zKv{7ii%X{JJb_N9pfRs1ZXNw@(m5^^el7CcEufgPU&2PMsodlo(PTV(mcY!ON)7;RUF31>HRgBeSyJiOj=NkstGxQn|WPV^U_89#p)sU(q|r7BZA)g{K* zy#CGPQ2}jg7jryJjJ0*^oAC}SM40p)8Ep`=Y)y>+7#-Uj<;b_&J?iiD&3INK8wO;T z!{pAZsc)vKd|+xgB}xrf1SlUxcSRER zhX1>SiP6@Qi1^Z&Lo~Yj;@5!T5%>)1Qi#@}rzp2DiMMzpHTWq0bUNcM* zBX>W?#{WdMy>8y|SxHt1gpOsFV~#X~b@Q=$gE-4kvc^$C)#u6pxnZwwrf`K@3D8Gv zMHhLjktEx9ujw-Vp{a{U;bX_sUmDlExTy5p^X*aA+fieSEpMlv+?K^mlZl*m{WE(nKSOO%8u^6 zT&}d9DzYARbM0U_rv9eWQ+^Xlt&_u9iTsj7I_NqL94M}Mq~wfK87>ny18na$Eeee&GAfttWtLcI=aOzWXaJ^Bbmx*9h^ zrD*BEiRT`ghoN04=H689SZ4E;j&e=yLRH{k4L4aV$+VJ9bx1IaCB+z`!Omj?>f2gG zA%6*AO&Q6uWae4`SAP5!>LpHxZ|_wB^0wRknSnD=OQheQs1~C13jr@v|6_Ad2ghF) zo?gL-9kjt`GImB#M4y3KTAg~z2GFM|PiuoxH)Xt~m(^giv?{Y_;oF9b(f3gcM>@jW z#9Tog%6kF76f-Aol4Ow+{fRBnPJik{46NMDD2t(-hE#R0*r>;>!53gR`#2Ndd%9(p zLlW6yv&&LCG}xU!&dgt6p-xXpUIsAWKkX+uSvr)iY90RS)*Vt{EmW5ATdwm#(k3T$ zPLPU`%00#G4?t<5N+!9F2n<(nm;ZM$G3L;9V{vQS; z+M(b6uND~|>g0I1(?j~0w}q_a<^1Pb1C0v1_aAy=8G74fufgsTQoQqe8#I0A&YqpW ztoAs5SGcBkJHdYco~tLl6YXWsKYuH!-Z}V8PE0~W9cB>CAOydOq0dIMCn(u`Tp#)_E_Xr#JZwtxZqv`q_y{iB`%;5n9Vo8Ve7b z{)fzQ=DmN$uC@{RWN#q>3w%llf5#R&&xg((^_yDV?lWQz{V;br0>fTygx6J5vG_YX zPE1dpj!daG(p`D|AjYU*uR2Nr;GRFN1&5KbeSVllRItl$L;e}TE=xMP}333F0^Z!KvUpJYS=}J7@l8j>-3>I zl6LJ3REeY)hq}N9sDYcw7*kD^0VSx1N66n?9s2lTL2pXh;~%7g9~C-lQq4-%{bJ~I zR|%jNnM!s$Hd!tFSM#o8v;XLHNnP|>f1^*rNxL@lrypidMV8742lMBwWH(~#V^))* zq@QbB%yYu>&ecdhhkWxF{wn*Ec|q!=H8A0t-=f5Ytvp^wo9FdfY>`tH7<-R-$~MPK z5wy?j=m%5igT|-Nto1|*?Z`g$Vq19=vS#*~p?~Z;v9dnk1NlmO@c%9W`o;TCfI*RN zpb-nTV?mwXNIUxUiT`d0y=t;Y%_&XG@sP-)>rK6d{<53L#_0LUD(BIg;I%j4Prn-X z^fiYfWQ-8AKU)H>p+81d7KZL1m3e&j%B}u*#N0mWSuw-43+eQv?tO-9RAoA|EUGx60BopU6( z8pZNik=mCGb&1_qV4J5v)BfeRnId7Yc6C_yDi-=yH6w~}UFoXO|89%vpc5K6$H$6T~H$@6W+vbd)V($?%dg8%Wa} z0zh*^fcCW83L%{~tG@kDE+*kL?z3xn<|Wa-k;sIr_b#AyFlkcG-|aI zd0{F8AzmgRY5w1`No~FQYSf!eK|O*=nw&#ULQP#0cV zFdW`AC$!?n6k<_9dZx}E$5B%$cQiOoM$$=+lXCZ0H1`rLhmR zX9k#WPG!L4pL*T78LMpdm|ds-CDL=)9QmXE7^ zN2}Oh=k5Z6^+{l*?2PLbQqRmfr_pbQ;Mcwq&|^&}8q4VowWKL6QpSnq?0|O#Qi(WW zYOnG6&IiEpOR(J1pD2JhxDzRQIl7Mg8{x}S##*$;nBJ)C?^GEc?6&_lhb~sM^!SC9 zHdrHF%8b6c5AYvna1P4~PP$S0-$0+f?^a&W8Gq15>CskSw5klXC%dE!BxE^Q3 ze3_>d5Q}ynxFHJ*D5H93f$=j72)_jO#PK%E>6)+-)ud42F>b?^5V?|pSMxQ;#>Rri z#1bRFxJIK$7VcNTcFKyy+xfpJ};TSgSWpOzztg>a~np88B96Z!}plgKk_TNATy84H0V}iEWkeAV8(uRIoV?rN^oAeIKCVQAOQ+ z-)DFFeP-$G%mgbmw`3tin#gE``k?8o8)ifoU9^b-=Z@DobLwW8I{{eq?J>!Og)epRg^TKKj`DJcjGtKN0p%v+4sW_ z$_YTj^=8S@nu*Oh<*c{n>?%1l4^OMEER0%_AIU%C=kH~3gH~`2=%T)owl-2g3(bjc zCgx~)_+BxTWguRJe)tTW*v_&H-@@)D69+(l5AM6w3gD$W%=cP}FvmR}(jsLMPwNMC zx_xr+l#S?JvbZP`**vnc8@aFD*MC^D!))uO3G$@*aKWYK0b?(b*C(^H%n16Oe1z_N z{9f*bOSA_kQ_=JB*B6W(0BVi1h;;{xjaorrBU_>6!%Z;wfO{u?!Y5}TGDfY(0V!oR z@NQ>Ciz9D!-6#X^ER-^5$(T1l;k8hH`biPL^O7p%*Zv&xb87B&zQ=pKcJvBroW-At zL5Rq@B1tgAV}`=D$j*B~pj#?#t;AmiBhvFJu3LRS#KD45S8Oo3W_FUh60go%_W{FK ziUlUzWPA-fdXggG9>Kx~$9(Y;p98|NA>rfA=CyX(SV3OZh6Q(51C~HP=gDMwl69-9 z{BkmhVnYy{C6Pv*NI?+OI$(HJ1ZBH4oC4FAOTY*N2W%D@HXFaB215)~gP4 zP*KbZ1DR6-(`H2y0Jt|$M)!1C^fJ_Cd1O2wX5eLAk8e7G=Sis{JOC)Rvt<^2f0eyB zyRodCyw>>QSIWzv*=-z=vi)l;a!hovhy?!@53K5+!G9RBXOMb~eXEYN7pgKxYh$XzvFfQ8B= zs1zN`X_Sszbg+P!DXni4Bvu^M*E~GLXR#LZCDGr&!@7UWKtmb4-OO-&EGI`^oc%*6 z#!{Ahf|HTiYKtu+C5Tae28h8UH9iFw?fU2|Mj^B$MVB%&k9HJ{c>}IrFDYU;7V7 z+ifR1WjmH$LE5$AroQc<@I^IDB3qlklij8vCU8|;$86PX!cYA%J1rAIZ!9#6U2-;* z<8-{HWXVz6fEFc@w9EL&MU0R26|ZN%QDIjg1WA`**d^ZSbNAg}U7|MK!n!F9Ytt^y zj9enFT33i3{A`t5qPW!&3@U2O=clzs8POL7Imho$i==?jyhGAkRb}ro5DACt-Jf~? zf@f;`6X|gHYgIN;=zEDMp4gf#Wegoi7+t+p9C>)yYvCy6N8M{MS0f)Egf8w?*$*#1 zU{89qpYOp+6f{2U;M;n4aPq9oooxs+^3`<1q$Ps2YtdD}4bd@SMKefY3ZCSf0CT8i zJ{@$7m!E)?IVSU`Ke7-JeVOTuO$3AN#}OLrDdc|sIAcFzuQ&2pqjQ_wvQV*F_`)g% zuTl`vWz~vG9;eKv{tiE3UEcC*KdGt^aKI#mUOhy)+}HgqG4jsQMXT&rN*ar+y@?2J zSt1woH_NO-CKvzsWkfLFn)Wzl=~d2tzT4-4CT(w_ zV7Y2lw4b@GK)z$!tQ0FMhT9$jCGxM83?R-9^KW<1Md+&u_O^lsG?&)xE}Z98pZ6mDBa&n7RIS1icWdYV1^jJ`9F+vI2SvNBkd`T z{~}OBxC{;Uaan}mS_dE1gyEadnKdeI@H5Jygy}}K`it4TXNIC#1z*wbU}2k%U5;h8 z_R#@wxN|nkUSq(d^hi;v`hd$BJC#RDs3x3mXpWIUa<<$Jq1wvjR2UI}DNa3RXYRmS z3as*31RAt~IGz{<`s~xzC{#T>o{eT8pLk^pRINOS=o-|sMs(b|UR45rKj1-SubASyIygu=(*Da_*Y{3 ztLw8Q9D$MgS^3)2(hdb(I~|S6TeL^^6JPz572hb_h<|xR*Q)ETx78{qj3nf`>oTGN zfpLv4Xu}iu@9HXkb+2|go3C$d$N7_hR)wE8AWsN@`oZG zwOOp|AilCv;c@wFSXA55u7>*C^-qBmW-{=agpk3jtN9?!qxDf=~OD+I3iiMkX`%^5COIiD&PrK&4Gegt>)KskV*&}=DZA5KKZiz5f)(VM*~SlFY|s{DszBkCg@rc%7{A5L zuM=ISkN+}~k57DT;fX@ zb}r6T|7?sL-%R-aixEArOB<@#=KlsGuDY&CzTk+zKBn)$+D(d%5JaBWgt@&tyS(#b z_797iUt4EarIa1mG-_w5q2B}5whq7E9Gn%){g~QWeO22E;I4((cAMq#uy$3rw_X(- z-upD~*M5Ba*6$T&#?xe{%3!CG*?`(q873oYx$S$zlgrnJt;t{B%p?iRSiwY=n`2Sn zFyqXa_IQNFD{x;2GF zZDxjQ8%%!Pec0A_5KLTcjDfi$&!s_oleK3|;0*s|x1jQSQe}f+Z3VYU?b9soHE#JW z#Aa4##o^oLgL#YJ4~>bh@p-Yriv3Tp`r@;q#aKjytp!S7A30V2rSwC{%-p8qxnv4^ zpTd6mn`ojKZF=T6zBd^Zy^HBUh!yDT-9+s!@BSStL>b?ObnmR>ds(;4T$Yu1wR6q% z+^5-hJE=Q!wF`GsFZrY&x%ZLHXbxHL>Z-b7=xRE>Zv8E4V36@pV$>%cV`zG}ZE^P~ z!()}1nli}tY!e)jxi;P9|GD`Uvp2bCUDs{dy$7VLJS&1rXE|4M9AS|00} zRA3%Z33czAnY+>#2>72R2E1#C_=lE4-_A~N{hsO99yp5orrCo0D*hY-b`*feC=kP0 z2>Ck&JWer`VDgEvg1UaA9^pbMa;grUBPPhwB*mPWk@h2TyVxgw-!m^Vx+}`KGX6Cd ztSyrXp(H>2@t#q7@J@4s%h5z|o4U$r@x?!vxp~)2JneIW603s)I+m(F>hQieCBw*z z3LKCDa&`36qz+ZW+jHiCkB8;bE^kspXN1T^X8eQJlv{nZ^=>D}X*{{Qg*q@t8VD#>BwU6LYH z&Kn{{ky9$CN|IDsjx!rYQH~{1v4!MJg`Bs_VM3e3SdJ^hiw(nUv(2{e>+}14zyI#G zzjk}x_Iy4b*LB@5(YG>i1_>?>e{yBXa=;wgiIDn<=XN`9H{ird(Iz4;Nf6~Xfx(Z*BW6zgCl3JLWFm?vSdfG5a)!_~9 z*MRO-(wOQa%;PJtBm@he5xOryq`}{B>vwc zA2ENAnM*&u0({E=+g2!^nhdaJ<DZ;da1H+M_Qtz` z=Y-bNM(b7gV?56ZBZK^!*Lc-zRWKuI{;}%A$PKkSGf?S+#a8R$_h8w)J!z~^z|3-@ zKC_68TV~)gfKBp^wXkW#iq$#lOrk~glVwO!?vcKx9jW`U1UZmAd1Fzo-NJPDSCQQ{ zu}dZEN|)$}EW+u?_WAVP^R5RBvwPOYu{Io@@_g7?#x}U@5jn&IT?(p)J^pBDzJk7^ zKuqkG3Y?LYXMH+&3;o1|5NE=?3{DZK7`^s z^-P*5*p$P*m!4Ig_@yHJ+r zf#sOtb(rWhffO85TFibj*E6Pu3QhFKQz+3YW|&~BUg6oa=*d#S>4;p$?;=MT!bb3X zjuCtyKb4jnR4k~ETszZJxU@1LVe7Lr6m2#Ay>&F?2@P?`T5zE+)ZApaE*@MN8*@$h z6*a?ySJ|6hhWe-qw;$AQHk)-bF1Cp5{jENrIRb~m=H@aJ*SNlE!fgd4t2Je5$dfJu z`OuMLLUlBL3;vHgo76&Ul&lyo=0 zCpj$IG=5K^(9F^fha535CX~w&di)I7Qc1kMWjLY%NsDLXL3vEUg}h8tBqu78wSxu> zE(%Y(h_FYnPUO(TK@-*Il;nY0Pd4vY8tdlQ7{jY(&Muap?pV6jVoK>!@}?&*Qt+S9 zc~yemjOs~pxKYvIF@ou7M>FCZQRsAfJz|r?JWgA!FRs5J{I&RQ_vRYd;k=9sCFraXL z1q#CaZDCeJeTi;gofhPcN* z&WY4`wD^G|Zl!@suh0eVK&2IQ%gey6(UWrYY#RbAD1S-jps`FH?#wDrlehGF4R+8c zy~Nkv9nflWez|ewqnUWlB+|N9Q=Y{sS%co*NLHIp`$g#(^?c4Rw8crjbS9`#C9Ssf z!spT6f-Nh)p7eE;UFnAJQT&@ST+u+IyXZ)0?{C9-*H5VU9I#G}q#Z_8T>Y_~%{o6H z>BrhwV_PtMs76ecC}P&OXuTv+PzhFL zzA@F3wV+2bJH0~Qnt*>7jq{8vkxPPZb~z^>{$MHGiDh9N*Oh1D?Ds$Ptpy0hj`c#$ zUi4b5&jUTgNRsKEYIcVsfrt@qJLvh!g2j^{vHbO&#cQw9P!^<2;YWWM3WpDbuqk}0 zyRq>WB&{SuRjor5McW(OY*@q*?zPqj`3O(-RVV7Uui1q@oPRFJm1kgepA zZGb@-5RLR*El4gp1KNju&XAzt7$D)~MC2z$27jI0zNrbhfQevki6zbKRWA26+%l=9#{~wQ!>Y0+k{Y=<{@uDT{yD)$`Y`?n19^v(yY3oGJ&Hvg zf=qW;kFf=dWzHB5@)F~ChG^?3K@P*zO0=LFr|rKe^0C8&0wwgT3kYA`%M%WDX>J&V z=MqA_vd>IEdX}-56#6~<<)dRa^)^gz%2J;H!Lqe5AqUR3RJqu~+U*vA(_j;(k1c*e z(SSRpwWN}O)_C;!jBTFv+Ku8Qvxw9y>Fr6V0n3{(PSTq1-W9>yNd?p&*c9USrFLA@ z!6`K6MFR1bJ;(?q3$Af_Ys#>Vau?^c55r+NmS;O zby08?M&@ATZSTmBg-Ea5SVhm;^Le9{yPhd58hwZ4tniA#GGnja>KVv z>3pqLc)tDD%lPg?zjo`KPpj)Y_^A7BNhk)nWG;@Wddq92GHWJDEK$XQ!GbOyMb}ynJvhKrYUsH*U6bD+?fn-0)tdy=ztO zTpY1uc9BExrhw1-XI&gEg;AxpXfpZd_GnTvNkwcBLT&|H+-qWS@P{>ndCaxdYgZ2t_MNF%Dd$&nGO&B$a=qD7qsc<*MJxBePaQrFfwj};^Ij#F$n-`4g6Z<^|hM3@^3CqLVUoH&ta1x5sE z`lkfMdqtr?j_I1nBYv;tkSNW~OxPQOwMK`EV&T>-7f+UF2Q7MfAlb|ynvd+A9>D0|MJP_ZP zUF-oBL(?s4LXJu&8`;kH4DWue-ma(Yjqn=rj8L zPyM5n>-Ts@_TiSE5xs6cAb(t`BrUrHnq3m|WK4Dvcw|9-QrPdPxp{{R(Zp{SC;Q@amVCqEWCsv zE$JQh>fuPdeV*x@3rtogEzy#GTpDFr!8a*rfEbIyYH8n%$^cd;HQh3j_hd=v1o*sc z^-LY^tf|%&}eM7_UM~KHRkr7(X&)gzbo-+iu62ZT?v$NZI$MtSF{a&eq#{ z8g#(K_0&14o^ae6&MYwrzpQFKH%r6KmiLciHjHNil9tpy zMIZRI0iAJ!on2qhk`H}YyL$2(C*>u?pFM5_4YzdnJy`g()MlXuySoEfMzWl@!5l8r^zMzy5sVN*R#NBQMV2*3Kfl@+~Ue(Vj#J-DBF~jRw{-WkLGlVeirMY@&TukYU^G= z@hjJHh~W8^RiW?WhKkE^RzlGQc6qVCfEM9pAvd0cK-qD`B~6X_F~YK#iM2-Tq-&ng znM2+8Ic>+b1$+6G<9kl%Kb0glgTP*y0#WkT7UohM2#@{_)mJ_zmFh`ZxbJuRFVuTz z{qxq^=y);D1PP ziJC7+@;uXHf5+9UfU{dFxCRnj!k1M_CLaAAy2(ZAG4X9hjL`A}`bk%y>SyMsEeq7r z$DE8f*7V*HQ{%tm-X)=L_W%C9uV?cxTk_0!odJl6@0@xL`{Qa?H;54Z*P6*e$4)b*%$IF$NQ*M#iR-u-EF`32u z*1eY~G6}Wi*SiEFRYSZ6acjP=-I-yxFBvFbi(AxjrMpXsxxv>(8?vR;l$Y{}PBvzaZ*#4wLFM?V_{!kPZ7HPs8T2XFasYXUQu3LD>= zUQpG6s(lp`o{qP5GGgQrxyND)GLR{m)bm{yxC&tQ*+P8d3!o(fxl*plxQFiAh|ht^ zoZm?lL(fPB%jZt;vrih_aR)Ra4Z#Yu>{-7ey$vlW!3 z=qh_#LG;=2_(x%})k#fT3)G|SbGaHDn-n1OW`o){shso%ifqashz9-MC0on=6|BUw zDdstNuI)nkO9gh&h4x0y1>06-CAe&Q`X4{*_84u2@P}vr6S|Jy?jbz|+Y(F)FvpVr zIO`s4m9irbQM85$Dhh05;nX*so9Oy3Y~>5q>5hQn)f%^z(L=~c`&?~^-9mM|0(aT@ z;4n)e4|%L$5|ea=>34Pko2ek+)J~z#uC#t+;XTJie}|HUaLXw)J9!Fu20=>xh*Y3v zuI{O~;H{KT$=sZrNGU0-pC*JT02_-2i$~;H+^7D-0WWh{s_jBMfBLB9mo%Gk5+d4*>VBcfgO%zi@(Amx0-W1~6 zYx=f}sACW=ZL8M0-)L!YZ}HU^Z5uf(MO#1pj8+ZK7I{?Ni8pB-xxpH1kKh-CJ_p=D zF{8&duh|`_N_s2KG7toK^di2R%?h~hK-kJnIj{1lisaH7hW`>Nq;p{~)qwlUI}d+q zRzNj>LBYSq`@HCx%n5IR-S&YbmFi3R(|;(SM1whI!p13f(T2rdmf&kFf&6RG063O} z+h$N~J;zh-5azCiJBjkrc~GP^Pk8t?*4N!vuVVplTvbWH#LdM0A+fMP| zKHPD4)WniWh>Xc_hmR9A*c{_WcEKi_6SH?a32Ob-UJry8<#B>6{fJ+1-R7g7KjvGh z2DrUy;k94=G1luILoUU4O*ng#aMklA_8Q%wdrw`1b6+0)$%Mas7SA>3$R$NP^|#ik z0+6Jp3*qE=cb<=z=*dHTnm=eT&x%gtd-%mVhgM*>nN{a+gwU@*=F^0{j6&bQBeIpM zEb-^U2e(XT4~-c(Ul+v;G0nS0PG-e5#KnU3@KBIR&X=~KTDRCo42Di*;Z^NXOSC`r zD0U32*s>cAm3>&DFOM=i2R~3jm2?= zEqrH0jnv^I=_K6;nX2LcU7FN3$6?PpF_phU+PQ(xHymz>PujP>TUr;H_;7x^PX^Aj z^mVAA?w%|UV;R-(J6{TY^}`pKMPCCOr@mZ6Y|2;CSi7D&2pXuF3XHw=#vU*gwQvmz zTyOd)sj-YvugX0xZ^nN!1s1u7JQ@!%Hm4g&3r8zr?!AG9nA88k)TpubJ=Dk<5dV@) z^}t2w_%)MB&9{ID6I@IoW&uwA)tbf^=NCd_{u9WVElElZ;q5)_v87CyTPwOMMvcPK z-ou4Ofj>hoxC_%*n@XW`Dhk!H6hPmc*uiwS_f+FP5B|#4X49PiC&}r>y2Wl(;l)*a z{P7!NDyENUuGmUC)KdK!t%o^L9jRT>y!$yPGXWt5npim}ePoXJ^KjY)I*(Fg2X#!1{X z{&sHn7i5xHsLq^Nd&#oE^Y{L}sLb&WC2;5P-kkB`3oX@Bl%OkY9j9O?~bX3>JFnH9c2 zk$&!l`>Wh{Mg^`1K2_}MG<(y3g+89mSS4|dj7Thja7ln$Vu)I+Y01WuobM@L)r0vS zI^qnt{YbL^v;BmMyqs-4V$|*7w$Ak~nTa1ihOSj@@N*Hz~NG4DQbu|{c(Yltz&PFTH@>3SI)$V1<5f}i^=IvEw!r%l1# zuAtBbI@e2YS@Zd)9B~?T8O#c!ww- zUx)+_$mRANe_PGocc5nkui7d{#GDGgT(z22j@S24{fn~;xxY!wCT9)4QMPpK5|p(i zcAn1GFUJo=tvy{@^i+O-WixD;gk^ZE)Hz{R2B(U@2LAmsoeMHZ zcd$~m(GC9llZ4i~RI`UczvLp1ot$hEG+r~+p<7bcUs+0{Puy_dauDn2Mqc^4hXK~l zR$nl1E>GpGzfA4Kl{@+VDdDcB9Il4HPuX?<$7b3hNMV+7E35u;$FWe&JoV~UYMz8k z;)EFmvxkAVM~r6Qr0!F8_W5HLfd5juo%wm#@?8NjoxyX{q4R22UEUSQiceg-hSwbw z0j>*UtZw7=$>YsndB$g|)!Ie7!a80?Ps+a8;ci($;foc$U}~8xrSw7W2CtcY*M#hL zu`sL1?M)lBa`94jINSG3B5;r1r}WNzAw5EtG4Ugx8TP28Mo*S8=_6P>Njybs7`Xvi z8|DjDXRGmTG2=^@q^|eu4S_Vb-M~oguS7w%xWM|}+z&7QQg0psOEQxkpfVrjFn`FR zXwbwalc8HkJ@_x#TUqmGqF(vH`EBq zm8lWwgG_??g8s6|Nf-b219woC{R&<}GnEz6)e@mARl{$~S;Wv107Uw{Y=cHSBR0OT z55A5cfgBAfS0!c-b&3uz=x5=pQ!Y=Q@hiuPJvQE}vE$G9jpmyPKQ%E8LFKcRVp4|` z*mKS+*_{n`tN(KYq7FA9IjHjOo`)f97`cYH(0ePLgK2B}YHvWBN(cNb1M8u#A3h?^ z@}6ayWwS%>R9t_2GU9Fez3i2f;iZCodg1+}MUXo92+a7vMI1i9%h8M0)Pg{bHuicU zvqOvGdsySsU-g+MiOd@Me@W3h!%DN8eTM(3XQNl*dYWY6^PmHfnE6jnI1jfp9u2U> zkVBoD$^Ew3EaWQ;cEMGO)U*~Pk9b>#^1D1f=uLd7+!?g5??SeS)zpK#Fpv7Y_Du6} zaTKaU@N8Jdhkn|1BdGFy1KIj44?FW!e7kuq&r}b!r#&WWEK96%@mn&`+!7Mk7nIh2 z>$F5d`f<>8S)?cQe>&`!A5-zDbWA^mYCP)l&8ca9cqX^oQ?35U((!IVdN<*8cGIy8 z-)}0$GXS9E;Ax)vZDXvtj;UT*Ps&v-8=Tqy~N@V1l?$G*4W{6zHJWFD}UMDRA zwzy;vqOm&A=8r-~=hkTO3$qE(CEAxslqKH=mfj@wk0i9@A522yD6|c!i^TYC$O-_Z z4zx>-#+DRA`$DzCK}$G<@yj!u2v=toDq8Rfwt2y?>|32VCZ3?nkC0s_I++I+O=0K1 zOs1`3Idg>PE73-x#%Qq469^V=?fiWknQSp^Oel2Pry@44CY7aIOvb}5V=g1ftOM!X z&!@_O;xgv7j;%JHj9O;&5G{CSC3yZIsc>o4LwvlOAg9j!F>LX_p>BE zrG8YD4-F{hNP&;hb%->CTEu4#m_{JiJmtBC6W0Q(34(cOdg#Y4+Qt^J0m71hDhbJx zm{Cc9sa--@t*=SUFyp3lICCU>cWj|LGoG+E4o}Cq6&m3bW%a5)v6u!VMJ%%zKHaf?aO&i5}uJ=0b z!ZvM#lS<}8vB$7YTj3DNd|hxSW?+0*un;J}65k~wZAo4!9W*lw@xj7}hY(il>YzLU z$4dOmWXFI)o?w5H>8@)B%6t|F?X6-&rA#+4?zF{*#16*=*HTZtU|qusW5IZ4&uQ`y$)d2+JyKbcO}}8&vW-N~(;RqYojQRP*OnNq#$}%?d|M25N;b*?D8*j@cP`8nfOHVv$ zPy(rB=^Js-TAk}CV<~Tt#bvg!e;M=n)CZDCb$PP>_nm(qzXf5R#G%0pU`%p0*8V&0 z*v_bsBV?$#-iR=QQJ%WYiV z?p9cd{A6$&;2C5!A-b_}Q>n->j}>Eu7wBdZJ;@ZEm zslA#kH?3*mhui1G6-Df?Hp5>cN<^~ZVACPwT|!HBK;nY7JiK=2Rp7EFqyO+NZ{uev z^*-ld40(EJz!6j;*_x7p`g5EN{LbLbDbT^mAJTe;f0vrU{Uy4_jK~YL>OzuRH5ryy z1akdUNIy?qrZoGXCgY^xN61C#k;F`!NnLHwrpM9*u6>}|YqIkaDnbrV17#zc07-Qw z{J}Y&-!i4i|D$U7#OFYg_c%LsAsS4kb4B%2zF^l6DDW`d@;L{t0f2?@pVmzNp1NUvrLXZ`JQnm~VRvR)=VVpF1i5KTmd?vMg}!O`3~zYR8dmD}Z~I#>P{Yw{F;Cd!I*< zx?Fr8z2>S`;!O(D@6zj*?#|PblhC|?cC^p|pjKJzaj?hV#iJC2j7Uq*J^k5S`vt6)0x)kd14Oms zpjE8bwrdLVe3+&WHsz0B@oUmRlF+Sez2_j2RHMN3RC=8#)9qN41NAsGt6F}*P2026 zTVEF}OaA2i_)qZ>MEbEW-|uKH)tmX--6yzVdELM(eLI_ z^1?r-f17~{8FKn0i+t!e@(TAPW7LhobuhxW){?A*=mw&(;YGDHhrxQn$I|!UOKJTi zFwlOIVPr>g?vLKPdlqb?fNq1wZvK~;eaJ#vI`7G{f;`nezK=b#og(=Knq=YOa0QIk zl|Qn9RJ{6(`P&iwUj?vtJF5B_F*Lx&hwL!tcy$yXQ6R`h`|0O1AC~|_X0RltB3-*B z+dK0i`qa5OQtEDg3@rhhSfj|lT$4amj9ZSM-OeD}!0RsL0GGS{f)^>L|Dj4yHh%Qi zmk2()`2my!H2HXb2=`n`{p5DwnqOsP`4l62ndK%vuoL-COBdI~WoD$lglI@s zU!pxjSnQs-@*D&#pw5ym4w?F0#`z6Vi%We6*^%-nb2m29GJn#KV(J=AJYQn2|4%sm zJD~}i`4HT>6gNhrtERBnzG9^#X}Jm9gpTb()cK!{+2z9QQaz2B*rK%>vwRY|%q-?` z-gJ<7BLV$VKTlZE075$Phu4aHUW8=RYn|D;t|B=)0>n(24yVZ1PV55&8ONZ~>8|5V zmp+=j%6Zn`a7)#Y5biSkpX1MSyWe>0Hl9k^+15Kbf)q!^BJl@y-TsBTs1~&IuD8v3 z6Q|CZh7{zGqDC^QGYA}s%U!T+K8(KqZu(7ROvHmlt?oscgQS z$v*g@`kncwS?m1qNnyr`;cyxoVoCz-w2VmEygj16xjT)k>zN*buXhk4 z8ki4txCn(})xub;U0ki5zbCKll-{<{tWP9Ly!TeU1qi-zCfyO6o7X=2rDw4uAQ98aGH z--MM9k|^>%^lZ}uH7P+A^E%bpv@66-ig$Nb1AlzIu{=KflgX7p<9|8tjOy8YZ-*Ut zWOngNz<0^x&tx*4)~=oSX+1vhv~q?zrYiRN*YGmAyK@Kj$bRETE%B&}4?oaKWmmksola08~w>jAso8# zLYnhp*}b-6?p@!@_KAmo<&4$l7Gq`U6|cM|S03+UY;@~Qd3AJHc=(Y0?kn+P+B^6v zJ31ayW;+$<+nzUv_FogInG;_?EI?F8s`HYPb^n zA~|Yp8kqDZTqm-gC9m%accF$f{ShBg!mU*$Z=?b(iV2L39^K-GF6z#u5LrSVFp%DW z@m7lF^*+U1ez?()+|)&5^K5hynU`6i614Rq8Sz!-&+2AG39N|zsd>47M2Ww)$6(kH6A+y&5lZ<8p^>> zsE4Vt9-^<@c(didwJVY1vFd<}`f>4fcieKD%TvY6GFwNssuQ1vs|IFDQT5k8P;bhy z8%byK)K>pG!VrBdQp%u<954x&LwJ)C-NX>1m*+#rxrl#tlBH+#qf4-ky@Px6 z6LgtJxu`ru!*50w(!s%DX|>0EIBV;~@jZtw7NH8M(@sg_=6K*z?Q(u;-yfxg!3pKnR@i zljp~QV?M5zFdlf@M?zLyasNFdyZyPkyTILt&B<3P>cpp~LvO^To2kvwa#2Hx&N`=- zf}m5zui^WbwEPNVrejYMkcq4mc7F4UH*-rTq9DEH;xzvgua6ft$$gp5iq_+bpF2+o zOh|_NNr-X0D=I{tb~1e>kJNCqPCtj#a+}}hc$ik;K5=x&dEdH8?CWb-EWbpth~MJM zI9JMU%3vL-BW5|;UcUswoqzdLBmknbb7F8}A`eJL) zt1;yFt_;u8a9nqyc-knW+;r&xJ*+Z4^u}?Ti^f8$Mr5xU{kkNrekf7A$53``KXx&N zTHhP^QjR)yUbys8Hqt1)*>p0p7rC8QpJ+B_pT`7%cxa43o`U$3D5tst$En`1-1y0c zC_0RWz!DcKG=EG-#qtD^VxDo4UkPhIW3&Uz3>fHIMV7YzMbTlG9g9g?6o*!bdgY zs!vXvq;AetNtJA8|Jo#YaByu}CcqA+(kC`??%9NjcV+hrwxfvJgP%3=m$}lsClO5aI=Zx&se9j8LzVW)OJlh2Pu4gIk zRWI-LHSw>M8dt&UtsYNI^*^` zD8*!8QxUz;D=zv{8L?Tago}}&>t;pI{iX^|U{I14N=NF_q#lYSRQ*cX1{o`E^iWE$ zH&r9eD2ZEa0C8YT7IBc(GKX4*q*%}*%;1^LYhT*-C)TeE&&~S(M>BoJQ~R|tAZY~%LQm69CBlD8|CM3w$0Eif4^zHmn7Q4ByxaRd@~i36 zZen)ZiuZ7}eIBpESn&hwxzPheMU985F)S{m>W265wq>Ti>C(1Ne=R(9&v)a~QYNHt zTb6&>EFsM)p0+}rI_8mCW=92KH_`8>*`FS`>?P;K{S@rxbq+})hHtwG237u^?eLas zL|(kQx|#7IB^(9Xik(m!zgj#Em&?1iiP&*JEaVQ%eR=cPZ^&ptypvN&ZWuO>k`20k z3D~uZ_?)mahP_>K;^Y)Jb=U0uo1byFw;}G|{{Woc20V5ZV7_fLbNUNJY(sgyvPQMu z`b^b(hPyE*wb7brjnZXXIGid0+=MxgmPmWU**9i z$ow<*tqcIZVey=G@$_79@c~Z!Heex)$j$#@YM2Rs_lp;(Ozt?=8F`v!nkeYKj^4L_ zt^8_=;9$I2_pB&%f3bI`!HMPg8SlV5AL<)EKi&7y8dYW3m+s2W4EfMpw~ep&*JP_V zGddo9xm5IJ#7g|MrK;;YA!7fUjCn(~TCd8^mebC={$uqzA zP^9YbovyM@44P%{3=ey}($J3bJw3;&IskQ6&J8x+i6Mj-it2X>6lX&&?<9378*pd_ zxv;ke>%^b?r(UbXFOBafcC_rL-}XpZNxfm&{Q_

|369NT>cSKld5`njKK+}S4< z=|00PzTZz@f4GxjxvvcofuZ@NSQiI)2OdgBO$Nhp;~@sbGy6!Ub;tNm6OXT68kpyId)Fi)JqOq6{ka zvx!va)#;Fer!c3lb7!r52$h_DHII@yJv6cP~NwpW=`O$o?_m>eK1ca zQ8MCPjl`~>kyGC3uBh8ZGb}|)xqGZ{K)z!U{Uo&@{mOk8so?$Tn`eVspT<7Om#sHs zdX-jJ@8?#(6^G>1hm`iH^@bYIz79_1j{J%`Iusk}YTVoaDdPWrAmcaMw!RdATBx7% zlD&c%+lPLXBUpdh1nt}qI#}jTqqG|_t}+l4f1Y|01*_Oi($>3z1JSyAkFWvzP+g~z zS##Tf)}Vgl$ys6S)%EBhc{b8n8dA2;#+duGi!0RR2rfy-3caK!$g*Fm%`|6ARSx1) z&&)NNGK2U2jLa&F2hKoA34a1N$2#wPDUQ&LIih15W1cXFf5k%r@~Dm;&8e)PE71vE zk$!1o`U&cTHghbtJez$v3CK~<3_ESsE>J9@-?@+!YJGKu`$V3ntTH8h;usaimSL4u%sDDohn$&fK4Oc?N?48;YQ{vuSg|K;si7Isrn?Jd zvqq~$Kf@t1|NO=O){CaE(is*s^ix5r`p>`z34QEc#7NzCo|}3BPW;z|Yg^)6#IbY8 ztB-C6MAD2>NWM7A%*L;PY<8*4`Bd_yfw$76t=%v1k!O=U zSxK?n>4xJ6*Hc{CEboMvBXuFs&?m4Xr_w96T0&g!qFUuO(GKi?-xL^!p6F%0V=8H_ zA)YHt4%Q`qDCe}mbe`xRS`p|eguVGGXtFPPudWbQ;0~Kt%O}nEu;r36(jP0Vv9E3M z`D7PGjL8!m=nmhR-bYFMD|$@_=6iceq=Ah)o!mTWVBn85bQRq$%HcYv{`C*tPe3RT zD=#ehE3jG;5X%Qe6UTodS}bgQI<@9>(pi9glzxN3RH*kBy#5rsLt*2#X9DiNF$-^O z6B}(|gAFr#0?B>eN5CZa`Q_4ZJ^Qha3LBh930zys!8ON7LO%X3JcWBn7451^l~(o8(xx4%sM1fTnW$Ys8t`XiQsbKF|=9y89R_~RF8 zeUY!0#sA+}dh#tYml$xM)A3EO)1i|G_a6E>6Muw3Hj$<6A1t$jem#!5WLoK#@M7fG zpRfXWl4fTM-V=WYO>#_qr8;m_(QM%EyNp|h3@+xkR#ycJS;Agq6b8UC890o9+s!bX zI!6f4%BvZFE8|7+j8GSyjo>@c&Zx=C{kdPkCJ%Feh>5)|EJd1}ow*?9?n0jL%(wW? zcij51sIG=PVlS(}m6wVv$48Grn=;)=y z_zO~*7bO;h+a84zEoS^*PF=Y-K2m(&_c46Qabn*w;|I1jYpt*Q2Taj5t835t(<}?y z8_Lkh`i^0k<7VRKv&hC3;?4Pv^&`*^>y93f<#XjuY-c`KNO=UUl9A8UbVJL_D3NG?4I-W?MKbtx6{avSTfD!%He;<_! ze}T$|#pw$tNPq8{FaPFy4{l+FHm}&3KSWki`c3+`{PAFfIeymvx_beO+fJ{GeG-k+ z{?Rh~-+t2dR+z<)CW~9+UN7B5N&N%;H(srf5I$!wP`H7IORytm6gPg1?-N9~^JlT| zh0ngpsfXK2G=89Uoh}uhrx6Czj7M^>=UGj+wl_2-n%5lqfs3ZBHynBt`Gk#z{n%JK z<$F`?pxDcT`qxgm_bYAZjJQ;WdRNB=*3xD%j+a9Az9<}siu(TZ5Poh0P$Ul)`33;E z`>ZDSm7M=|kjEl!Uf7=05)Z;i@P4y!)H3y{rK+^rW98w$8g#Frbs7$>WlgRt8{Vp~ zo)e+E0Q(C5*`GMA!dW;ikMj8K-|}IE0AwS3Lw3;`y%H_oe_{_<&MMmetLj5k8RF`` zqLa&08E@`~Tp={H-Z-IPJ7KjxeoCE{bz@`hQ+yVPwxq0Y{CfMAZ80m?68P_xJ%fP+ zu^+~WwMs9GVF~Z?`#%~!sWYOQR|JpWKe#i~UpzXe3Zk~PY5fE5WuJ(zt=_4;kRC1R z0dsF9dbbc;)m~UmlTTj{M+s9t>zjyaJdZ-Y;NBLqWgs(0< zda2dVv(@cdy)84u1M(n~_)UkXrp_dRZO9MOg)R2cBjsjG9wLXKz#=m-bS41HzlGbtesn3cVR>>^W!Z-Bu%Y)RguRP(egp4mSnhvZZ}oG$+c>_Ywx} zre-y+o&Ddu*U+mJVD&#{{(-5z=Z9Hk{|Tk<-Fn(;c3y4R$u&{=tPIWF2UYF+3grj; z)#8)=5vOwaEvfT7rvCgZc-^_L_-lveL+)oTRHvPvEp>baC0qV7tqgo6%FO!+F1Z&< z{$rRPE^XBMg?^v=QQUjZu-YT0D)cQW+LJpHcq#^?KT#~_^KUS)YOOI=4J*X_V?j%S z(5g)#-*zzsEm9%NZ_`y!{1C0m*kn@6DfUS5?-;(JG<7}GIaUJhE6-)9L0RPC;*f7f zxO-a`KElDoJ`0_Laxp{h#eN+M&;OnTy!^q5wwoYr-0?e_g4V{vBpl$LSbC$E_-nn|_T zH*F=mapQ1r_Lih?=0E&4#Zdf=6K)R^I|JQ8ssfvDxT4Bzs$veNnQc z1XdsBV%bwGcA1%Jps)IT7p+@^D#~<>yX8l{yNM}`*$meC!3@SJ8HD(xoGGMs=ZI3} z8G6;lu8puArSF$CS-XBJArls|D>B$y6hgqp;4-)B48&4V_*Zu0q$aceakQH4g!Qy? z0wk`B^dUo-sc1+teIb{C3k}2I6BZJGXkuAb>x(Eepd_OSqV^T4cxKW|BLIHC zye4+gx_58p8PKiPxB|(K@d0uRm=|}=#}3+nU2~@J=q`k8`^HH(gj7GJ#)kjvSS8oC z3kqV~!+vl57Z_>-ic@}A6_CF9Y;COg3?GP@@yCI*uJlGt_Bts841%p@7o)KKX1r0U zgvot(#dZUPgNuTgF4KP<87%(PB~o=hx>y>Ker)>)R%15lNe23}JHqR5-f_A4VqF`$ zI4eW+`RGTvJxBF}UsKuLUSH^56``$%TLs;b@{e#ywWPBhj6I~oLpN&HSZBK$g}*aG zJt|AH1o3=has6Ev>XaBc0R>=4d_e~%G<}tzNmAm;D@-X83$wa41hFs1A)wjkQ-av3KtQV@H#1f&7-EL95Nk^eCh@}i7XF6ZNW?MNIdK>RrU%>yS zKzY}gBRNe7y-$8H2+Q}%?$D}ZNh6V4M?->oTjJ)ZGX@No{WY;W_5$=AmUW&q&x( z)h9)_T%C#LhQ`;x0cX-MCn-*;nP^m)qc7z({N zR8Q<6$SzIqcCR;ND@u#`X0t6Tbwr7&#$D~XF6uQf{Bu*RT7P4@1I#`g<6qWeFf`vl z-}EyCKge}%Ut7tfQ!~u~oerrfb%8Ztc{~sMoHrisWLBEOYo6fcu%@2og!UFW;k8YK zdW@*alLS(+Ilc6g|72A}i(K$LOJh}bYFvZ9c`CO~jU+k6b(4om{>--8c(8ejSDNMz z@uuZ)gKPbs6{=fJ7gf*m2W$Q$B+M;;Kz?`Ls|6Edn**oepMf zub*RaBMFDgsxrfHI%Zt=`G7PiRvR}xXPm5tQnsZYyDYRCPj*xlG6D$DBbO|C>X^Dt zcxMy-|GI|?{tr#>0hQ$Y$AACI%*t})svMYpbEanILWN4r%oVvZ2c?+}m0UT2%F3;o znVEya%&nP~6VY-H(8QI4a-pISpd$O>|NNil9M0h!4u^B@bKlp+bzPtL=k>ZC7W!}_ z>quo1^_)Q^PEi>?tKB}F+S(NsdK%*6?Iv{g{PbpXl-B~1*1tJ~CH~81Dp9kTWZnzleSOLh^XQ_6R) zcaCzkjK;{4XU~&Ooa>1NpUR2eu7!Yir7@C?j`d*56+`0YwIS;ySq8zdl<4VNt(y!? zj0vT@Mk5oO^3D@@6xk?AbaB2mPPE9CEwCjk65y@`!(>ilozV7_h|p$V0T(H90smi(6kg~e+>Cm|>~&6hUyIcq4+<#%cBT5z zH_YW7-@Q`IM-|8m!Pxp#zM|VlQ@$tKDtj(FE!~$J0<-MqSq~r?@|zR4Fm@R~k;Gpr8~133O;nVK^ugW?2Zg1t%J&Pm5UArfA1)JqXr`CYT?{y_ zwAHo1z@HiF@2nmT9$2(;BJe-Ebx3+J3GDXk!SFE|D)%7wgmyw<+Z5?LcO z-Wd0qZTUhCC+}iaS~|=y?#elFz-ZD0p-;VbEvsfv9rp zicXzk#-r(HfNyxq#k^?cW2iDN?CcHJB>!WSiLQZnx_JmzrNNdncW1*Qz>ROhL$uO9 zSUboEd(JnK5jTI&S1I!R&mGs_OKto?Is3i-BE{s9;`bHG&r960t7L^MS+8)!upgMQV1G!$n-t`*4^F>&H8TlFq|@i8nbkT*?IBw zBSY`stwo$+&QoBG2d>x2v)f8XZ~yw5OC!9ucF-4JwXVsa-fo-XhIj8l+!FVZK4ai{ zye4Gqx2Q0QknmW8k+JzTG`?i|$GGbH!AGATUm)yx=JM!3x$xfz`@3nxWY+NgJnYOn zOpEi4#)dFT=@FH+>KF@M+}FoIe#6d;)qB6V{nf4pzLPU|0d-hwa^fnCBV#<%dqiSYQGG9a&}h%L$*;S&CgQ!wS*DjBb=oXWdi>EI82tJe zVd)f`|A~hUv;=*KZp`nQjE`2_e-Wt~Df)ZIpiu5J;KBpc9$_TU@=GZ%R0_VEDP-%w zh(}f%s5(N7s+w=hHcw|c;M>;QQ<&<5 ztI?42(3IEFWz@POtCD0l5^682X-k;!Lx#9=v09nRdw7qqwHC)lq9yKwS(V=PTl3t_uBgT?)Qsa_rU9Q-oxA!hcDe2FRu;C z6_X;#CNsFzkv>%|M}BXLIY}NTrC){1p2aq#PZW!cWo(Wlv-!bc zewT@R$dM}HIFY|dMn=$^+>oNWCV3sc%f%Jm*h|vLtE+K`WA$&p7?L?aye|KRn3qK8 z^!!a6cnRNj>TAED{L7{NNX4Y_hn3uy@PY%=u>O~zmo?PoXB!1=FX2t6ZYwuxQ>;$% zOu!%OWbY9xUNY_kUdGlOsmO|x-af1rDiu`=peezQ85#)FxJcL9>&t(W`GV_REl=Jy?0Jn5kR~=Z=aG7V4%H#YCmI{x}vd#~2 zRJk>(Xzb(F#l7Q==c7c!YK6R=y=%0$bl+p6$V0i;Rs4K+6)hJeM2LL*A= z5VPBG@xHVxDzA&+S@o9Pq_Z+RW-_6q@Boo!+}OQ^QuJRxt#_xmwJV*|^OiTK{)zhZ zU!r%w4g~*}wTH$PStz8+8M$CGu<5$1G4Vqns$v6{nqJWmA23mY9BMyt%$1qwKk@g& zTgKMa8n9cKWSSQ8Uq&Ig z$+y7!PL={KlTg_^bIVCPp z5kpL<5@Y&jeKA~_Vb!r_l`+OS*4vJpst-+6=52-5aH<0k7YNIuc9`_=A;DcuY}63* zdN1o=)MfxWK)Dkrh$8gg?gbStm^C^^4GGTmlHRR3BdV!*LQ8`Z!?O1t!n5soCO!k8 z15HyRw{+2bZmeGyIMy(qFGk250Q0V3g^W>E98!wU{#F7_T!l&Dopjypq(Cj#Xf=d( z4;`F)CQtN7ucyWOnz!8?qN*j(yja95m26=r*!!V@TC@_|8>6Q&0g4V z82xl4`aigBW&Fleuj+h(SvT2D@NAKby2_ipf>&MX`8b+cVdBRTHMD#Dj}yFX?dnM=x9f_cG#J7p6b7Z2XFA6;h+>O6n++ zAjvC8G4~|(0iy!~Fq)XSN=?`lf0iYyC3rsIl3fDLy$e*dN{Q*=e?ZYL|P+Ur3dyL_Cd<6rS|1wYk_j^t)wVGFYuSkDDA=$h+jsDx6wNaTseES|6?eG~8>ijUY*^9H!kUIbBCTeR0 z9$$d~*(3X$!-Yzgf7Y)e4jfQk(l}0R`H%7WWIqYr_8%uK;#KT)_HAJ^zyR()_}1iq zoWnNl7gj?&uL-+M!Zw|*iE&H%hWRNw{t{B>s*=7^{(eljOja3%UsyfX zCG?r7gYA6*4s;)#F?_|x`9%${xiY%y=IKTo4L?8(1^PsNNu(PCD6*O;UM z!-pA;XL^NLaXw)3{4m7;oN;)a)tNo)J?tbkV(i)jWc?9)y*rJ`(_?e}7m<2c7Os>2$@79$6(q7Gej8H`ds zK;&l$Ws@q`KeW|s6@oqDcOJZfKWMWvl(m#RwSE z@v${Nv^-tZ%{gMfC9l~h3ix*$aS>SYuMn#9G3U^@co!?~8mqz$qZ0)$T^C)5<-H~q zLQA z+C5jJ=uL03%&06T9A7T?qTS-i3}IR-~?fF&y&VvfGq|D}{VY`?&w| zKS^3nsI`v!;b742X04o;OTssXX->Dv!BY>qq2Wf+sdGtg>(TI=c;#=5t{AR`F6_XN z#dJW@TcZA=Mc5Au-3PPBn*KyS`tml4OTR+{PxlY&iq1=$RCcv2fXTUjM~&KbYolFn z#PFQmz0;CFA%PqX98!ktCgDR_Z`XKp5bC}+8uaaR%Pu`jtTp9`bw^jM z!zK6Hf#$A<7{djJAQOt5q|a*9R~=f7{IN6dfi&61TC;}wOMl8A{x8fuLj#%;C@`zK zG2CHAq9|#-*ji2l)KZ!-8euhZ$9@@>$%o1P3`pwMfQ}m=y>CuY>VZ$(FYaC6Zz7>M zFTHzlI~;yArEcn$^91b$m+L&C@UzkMoSI8Ue|%1d^9-`(S30**l`6T<X7@h8@H8j$*pKMj`n+xz2c^;5lcphTI-SLSSN;oB`GDl@G#7; z(XQCTyVX?GMiJpv;$bi1Yrcg)nv-)h-z;((gehaHNF<_Kqws1DHEla)5Wq+tv zcogc;;ZU!gwLY%3&-ci+Ylcc?voTwi#hi3aeHk@I=fN(QS=qgo2d!KdRB}YD-^Mv= z;HR@$*G-s5VaSl#e@Y8#FJL5>TfVd@wwkH&8Sd^@LpG}~a-!ggvki-Sn39u3v0>S% zkV(>1OZpo-U)&P6L5-0{n(};&Oeu@oC@*p;w2^ZLk(Wxwrn~N$kO~|MyZ>D$H_syV zfkkPcLsL*U)amm?(WP&X6Nc1l(OlctS+dvg&%5eg?#f*w;_W6(yEs246L40j2m@7^ z_~>8pr9f$>&$D9rl9KM~hJDHgM-Ja|zVRY7FRVRq^{dtwgzA39A`cstv?-YRc4Oi0 zX*Jt62wvPeT&drps83m}wcaLz}g8BgUYBF@U)?JjQ?P z--X-lnw3X3tjo~sUm*Htlv#pfp@ftsgvb3KSw4s8PrvS1q?A773Hneh8Afrb$ikPW z9gX~FPO}(-+pxwJR#(M$3^J;raC>gM2FPw?%`|%(3#&ktWV3!kB2Vu34oyhsC@*ps zW?z1$noWjnJ$f3E_RhlDb|s>$k9;pO`dva%N^mI98jdP;#vScNsgcD=YGgbqxi^*~ zgsh=74M-J0&V--~~9n7(6e(Y#La!=154;)}f+TO2Tmq z{|%T9SPUkXGmk*{dO8wvg==P=UQm~tynP^42OG`h0E0lM{opQP@^+92AKRc7Dfb{W zB?{93Y|q}-wMes*3u=cBd->V2w)Al86px^=+P}e}vZYDya9ogaVyOpxRu(8rLqho%(s&iG}p^b;P}WyA#L5LzYE$1q~$G?0u`(9-OD0_fq!}2)6bW}&(TWwMV%8cDuY9u?)ww917g$6}UDfF4ht=G;< zW24JI3$bEhGIi}qpNn^|n!VRTl5H(*$6*Ew(=*d;a|M>k^iCl{6h>hM1@ZL<@HQ-K zXi)n^p4nC)oR)v{F0TkfOnc{Q!}{^RNPcpI`I>a3;YdF6h#Dwyw5l9*_ANK){n%l8 z{sqK~_xO{m{|r{ckHrBfLyb19Zka;rLHa9u?pbr<0gBO6;9&SlfY*{~T0|P%3liZc z4?JOSmAS$%>7ThC$^6&=Qor9G``Zhd|F~TfSb(+JPD-%^_vcg7=ud)i*-oH_=A?3d zz7u@OtROFZq@*0AQ3+mo356i?2dyGf8nwWEr*O?nMtLz#VJnL0m27RoU$_eQQK0Ll3G&Or}rkFWagXAhTvf`A1?+hHrC6o%u% z>HDA}+rm2#(}q6MX^KFJCbulcBIK8|z$ga((TW&4;l2q=YTPp@C(nE}OoAqp^rEhL zwXq}LAbDL=bk+W~@V$)DC$OZS&5D;r>q4l4=c{Y66ZtN_dgrm?F@CTACx4XsoUka4 zONh!gBHrj~maoV82l2HBG~bvNlyuo^9xZ6U40e^%Z2fxQJkaX>Lov2 zbK;e)mQGnWwM-{E@4PST%XhIQO#3Zh^SFrfh2Zlr&Mr4;=>eF@>GL9j z|5PL8U5VX%rjn3o6uJQ4ms1WpRhfmjWO-#I3@@L%FpF_-e9zUvTON(5G+aKOwjm? zL$It5c&hniSWvt6eF-z1xywTkg!&w8Mo!YKVCE1w_BicISm9Ekra4KQu6v&X8n$w2 zARdnle`8r>O9JO$8H5?pponf;dQ3LQPYsE^%EUfI4X!fIa(pzP=#?F45eAh^=jj%b z4}lF9Ya|e)8kfB7?>OW6^}51FCize?b}(kl^=Ts`xiT68#NcMA_BwHcY2|PmOr8%_ z4{sXBU=GYLz#AGZXNUNv4N!Mjl>2ajK8*Is8bYh0)CgwR^@zr8!{+EM_pt)v1brvI z=XbShuQyRPN*Y3|B(HfyY%juB^vP!e~$ZS6CNdH+ucD7XWWGM`{a;Og9` z1h4AB&|DigRA?6?Bbn+uzm;IhNugK8x2>IjO`)DdIJFH+4!3Rh-|6}b+L3mb9L5YA zqF2&6m~o^y3@eacM(LULip+0mRffK5@^n}j8}NoV?o5cye0Kg~3JxJT^=@J?b&vj% zd@( z&!7|hUK_m0(&I0CQ6=lwJPABoR;HG(kKzpXw2rgfbxgaMY}siSL|@H#X!_AtlWz3mrLT`5iQ?_Pu@V zso8(^E=Ors7Um_7HhR>rU3)!myH*kv%zvX)ko7GP35oih$%#~>76p*KeFMgBT?yuo zWLTC7Q4L$^n^xa6!zk81oR@j+^~2gcf5srce(fumb41ly#Eja}LHz%l5QUPA6TQA) zzHeS@9;mFo;%YN^1Y>dL#kwB2Nxak%u~;@p}eY@vpkzqN1W}J%@~4EZ^MP2m&v3#A_f;%1mwR$ z4ogF0$qTFYJ;0r${+`9jFJrdel-FxqRYi5cP>=WW2 zE?USR&w~yS)m5A+zK`l@vl&sILNSeyc#tysYs&d+U5(7`n z3^U@P#fE4lUrZ|8GpDREt$aF2CJly^fnC9 zFq^Kn0K&EStBd=5U97RhF`d!kv`NC)1Lu0mJ@(>hmN~4gnR4Z?=z9F6?unOwYmhP&7He(-8J-sMc70ws*2x3LYkTwKgmtDgq>1{HbyQ1<>m6qqxi>~ z4U)5N{1~+H>$S*`pZLG+~ANr)7vDw1~dxA zyvnXE#l`(cZ<0y2b5l_<=EEZWi+aGqCH+{M#~%YL#m#486p-y|d-q?;31Gd*=46+%Q-3vR zVS{C3iOC_39U1DA*;;ewH0l<9pK8^$daw~9COw|D;L@0x?s)DyFxS2IV3bU09_hME zx~BZvmY6V;mU4qy8%m8C^=N^L{s znAKe$JT&(Pn6^$_>f>E`Ezo4J9xY+uOZ@rHyURo5%T^XSO#LpRD7@`5yd^t{(sTd& zRTnxjhq1lFgsU+p+q)(eeA^x8Z5<|gypb^Q`b<{KCy3_g?P&~HK*^F2&VqMM-WE6` z+XfKFS3O=+Z$G3Q-m>Uus$_i!h=sMEEYvj$C#np9ewyJA&@Eo=+SyXPy|%{hE*wv6 zZ&)h{X5T%{J0mfdZmNIomg7z0y=wIV)TffNt`p1(-JbTOE+iL+!VNPan}2Iw~a}%#;7GbiU?Va zS-QO%V7&xtl*WXlCP+-#0D@QA3PuOPBRo!FkRpluI1XvkhMo>t+|0)73evgrbGIyC zKji+F*qP~P3rudXQ$e4cTl=V*J^M9Y&h+GGC=A{7r~h}~S?7G2=<55&Jn>}gInT-#c5)EN~(E=P@_D)I`Zgmg! zb8bz5pN4|c654ky!@)eIB7}3BU4}+OW9Cs3WI=X$vUitn7^!zZ)BKXJ?QoiHHc=A2 zQlUoodRA*QCkd6JDiEv*ZIOj-%680N^WMB{4lZwr^lY@YnTF=>?%Uoq0Lm`MYpylc zsWA)ccKO;1GRqF=l}8Xh(>M(7ghgd0WSV8*+E2O!O)*cy>3S^lBtQJ90cm86)km5U zUtREDV&;^aGp{Z24F&-Eb`%3oHIyz=xE^|$2c32)tiSokYH}n=3*4sC>;l!qnyN8* zie1P=e(OD-`$yn1R`dV4G$y+c;C#i{-J-bH2l!UPwcFVkVhUXw!py#IStp7g3+cog zRDw#=$#t?CdH$Gd)vmxMEKfT|@aEt=F)$IIhF*{xM>6Tm@J{MadM63Rc}li-0|5>c zqYibQTIW}E0Fei40T5=A7D{>?ijKT$7{j++7Igk$Jk_$Y>N8h4M9D)7JzxJ=7u@)| zqS(5w1@p7JmN^|*nJK~OA7*vA`C|Papv-bmu6bQ~yq}vO4Q!o_E4CW z3b**EG1I-&dHg9;Ak#^OKtNho#Ksfx+s5S_;!`}?IFXDoLB#``iq~HfTL`TxQL^LM z?YWDa+-|D?R`LlQRrNMfF!#_jJ0kLj}t`=@-y3Q z=fIfJSQt)Q9*eqwLUYR`x7QOv?1%Fpg7s@`^1D_xnjxGy^7wJ)O#*DXK1UQuu@3-1 z@B;K+ndPc`TfQe+)&X3VRhMEL)&n3fI}>L!m$$a{v#OJ72LTm!vTWxjMOKMVI(c_h zkqXNqBK`RDk(vY1`$d_(7rKNvR>_MlXm0qKs1uHUHp3^;368G;hyNy6uNIuFHhN}u zcGOj)B{ri?a#`u;2(5!`n0M<{}^r}zr=%Fw;S=(vBZyYjJ8%XSUZ(I!NcBDXmV1oXR%(*NY_ zkc`xhl3$h?91)xaHKv=rX~@#TUUw$ym*E+!Sj)&lI~B%it7T-1S`)PHCbWJx_IX^5 zDpa?>s+{vkj(xowh^FMZZ;|e^uf7&kAEW>tj4s}ofI1+TWjsOf0vA8xNdq)R62hPZ z*-=))hm%T04@R5g_tP7*LBwY&rVx_TQjifR^iq&_dI;G$*7-Fy^h3M%E|=5EyQ#Z9 zn>zn}6c2b0fbbd8+rOPL-%FAl&%83?Fo8-YRLZlk^^tOwyddT$!sAMR|tqUvcO2;~zq`q~qZZJ+;^wf20b_dV_^k ze}qXM@XVi@Y&O~dyr{T@W^je0P4TulW6-*MZBm05OisYhv9rFKVnZtzc6&Z8+$es}p6BqY;I z$^!5u<@}@LjZw*V1h`ry(q?!MI)R)&#eovI{|?70xPu`esOe6;4}p`}vH{IXNTCBD zJin}n6goMs%N6`cAZ4RKsu&v4sh$MtrTTa@X zsK@u$R0wzOUT&ywmq=)K^N}d&G-Be>AjJuXRJerwMG~4a_aFUTS94CXw;T9-2G6`) zZ(DlX&(wT}bMCmZW{v>_FW$dJ6yM6w65Lnd#3$_#E)aaQ2Rwhvzz&fVmhI5j0Ti}UYXEiW7!9Wb27Uws33!_9AXv7vjEiU`Vsi+6rIoSp^ zcjXPnH5ZyH6fL70?$r~8Bke-{F2*dbScMZoIUH%67>8GF&tDDH2*Z5@1bvwF>SB3p zMEnen1Qx`l(W|Dn27~DqV!pVOxaO@*%Y}EnvGOnR&wKu_n_k#d_y2CQyzRfddRgO< zEUb!#r*D`EpvpT7$P~6bj-1+RS!s8ao6R8q$C{nHyy87iat=qZ% zAYwC^jKYt@5Y&h!s?b45WqJyJxfl<#H*Qqz`HM1J-~}@E4{vPyFaj1Nv30yy$RD2K zn3%pqVRZDUio;&8clKBKy_-0^7*J2r5wP168|Inx%GP6_e8Imv=-t(NLjHoc!o-Ge zXUoD&8q>}1`0h+qBE1_DRB3u$c?w);ce?Q;Yxn+6zr@gKq}jk7jPVm?2li>fv?nxBgJ@S0=a zwSSv@o?j_dc%_yW(Ar^6GCKN7q`)y`&gHaRyXt*w2va(@apy^*_2VwJsI!C72M*su zSaU-on~$Jzdh345B56BX?k*b$wfOp}_#KMwLbJYw?x)YfQRH+BN@M>mTzf*7_C6A?Rj$K zCsskND(k|N&8#f_Jo%~92hL_RrJk%#>V8=5>hH7MXKZ+y$nEZ6rHqaFE&2Ih7Cbwd zJ>EIefiqG#EH9YZwApc3vbOws|8Ck=N2)9Ck-a9;AO~sKhj@Nn_rJ@Lo~=bO`Avrd zc(sDnhSWBrr2RW6^IhWiV#TxL9}){rq4y ztAF1P>ew!(F8ubjn`WW?{ZFcrzH1qt`Vv?C1ChU~E`w>4&qp~PIXsC1=C&o%zulWf zo?uG<+==Ku(Ruz8q;6~^@mO#pKXT#Z{=y<0&?xz*W8~Qa2L5k+gb3h)<+p9i^?NEL zq|uqaM_b$usrj0P#gilAQ>JN6r$0K&*HhH!EoMKc)6vIiM-w+5>1PeOd=asplBg+l z4)2?6>A0y-5RpRGSZK>_+kCIWP-Bd7`w~`oeF=*q>m=(Y#iEVB@$u#)5QTOSg}kCn zDJuq*NhooE3&_Xu@J^yFYyHAH-(j8c@HS%C={D$5dK2moM^l|Fj%H8U(;psHMjZ;a zu-e?xj*NKGRBYX-P|*lAV=nix|K)aE^{~g%XN}kYonW`CcwzODhq4Y$)jeiwz1J5X zf$st8oi9Vaw}bG*)XxgqE)>JA;!VwGT-@euS@~K-K~95N3LOTa$>wIM;V367Vae;! zw!$(-mi#SDLD6`D)?C`U7<$3uweURB4#JjquWQ`*;`@lVo082Ol%RBSfRt+9%B;by z+g8h;$k=@_Jl~LJF}4|ki`3C+M{nt0(L7Z+9(xeS3c`8*%5M)P6_*x`7imG;a<(Z; zh3Lp|P4b(t6{>&J%KNijb%#l($&UEI6sUO+0G@fHtRt{1f!0Q6Z0CYn2s|LPCC0|Ec46+TK&WE~dpwN*919i6Bw;=3x zRD8-ip{p>nJoe&itVh@i7`;+fiQ|6I0UkA$^jJ2BY%?D>w8$-6qt|JBDA3{QHm?k` zluC6-#Om@&v`k2;*)LTLD_b16FO9@9(IK+`?b^7T6B;bR}35x=%&2XaA-k&ih zn1fMc&n!*;a-52WVNRpou91Y-X2KQ7ovw!C9ODvDK~CdJq3hwlyj@681k_=R_=@eK zDy)T(_TdU1tH?}&pTs$xH?1khdvrA%AvbR{r4**B;ua;g4X{0Pa5V0 zGdal*j)pxT4IyX3_>T%L@=34Eqt7y3KF#N(z~X}tGo6NYu42j+(GbSXR3q$~?6IDW zbZ0_hdF+nxNE|gls@TZ8l3+6|UDRKvC6FDDZh2Uz-&LFMcI>CfoKrODj7c3B)Ca8|L;t?yLHlgC3iohI&5%8KY~s6_k*b(|Ch9P(S;b)%4euVSpNkvDv&HdbN~28 ze${_yf8ZZ*OZ)#+-u}gH=?n;Lh8xJE({U5if2s}A=$%Ihi~HAOL}CY{R`AW$1%p=M z6(v4<WS4dYxhl>C%E`WmZV|N>D-aj0R5gzRK^7;7nO@WaD2%!F05E*z`qi$)BfX3x2BL7Lc1%kI@}@rB(}Kwy_u z`@%dljQ^9+e`|~V%?K*DEU>H4g~0!4Fr~*re+Xh`CbtGuNW@=MN`p-TI5o51CGm9iUTFh<31!Yy4EaP_$e){6u7<_ zBPT6^FCNxrgYgl5F>1oI_Ep^j9J?R(!!QLQ*>tmHrsYXRh z%>gKk{>cae^6n~-5MGQ9EGoL85h%573!zDg6HD4yeh^_nPQSFBOr0oxy+fiH3v7aRww*QTvg6YbFcFJf|`zBX>-tV z*tXw438D_`hS?G+m&(iifwCO z-!*axs-ecQwHnN-Zk8?UMLGXQ0b^o&r3%dsw1RDWXK}_gVg7%WsKYRuVX-4^tUo{J z=M_)Ht;FGkOM1oFmDu*lw`S*-5yNfcf|3p5Q${NNul#CBY0&(oB;jxDjlHajt?7TD zh|5{sWInc`Ur%qI*#7t5J?^zvCJGJFE6?n5dgj22x zEEvxei;1Tyoi7xNWelIA>#s9W3Kdx=yCM#38@`S>vdoHHFiwv-qK^GpAp?Q0$VHxc zN3z+@Iou9@6V)5fD6^ku|080yOC2M*?@XbHj3&oYXB!OIkuf0%x*BBEBygmkDIm?i zpI21l|Z>|NwVi|uMM@G*^>fA5BVb7~obFQjL3*OR{ z$Aws8_ZQV{uSAeXob;LVeJur;VLk6%js(3uu|;+~@6okM|G#a2^G(}^vtzq-QCL9^ zTWY-SQ3*4vjrB>3I7i;ZzyKU-0LG<_#Ye#4KCfXZ&#^fdlZq`lO8<5c{8KEDO|eAI zWZg6=xe*jaC_n)MF|cHgA&kd1qgkwl6bp)@Tyn5R)f{zl@%D-g={mK|6xsHeZ}46i zk6$^8f~w*2Fszxtt%PoGfXp%s&E9lhh|Or(O>Dt*#+mlMN%Hn5YoZYf!r?EJ;8A3a zP36*9zJ}l9bdDDkU+MmoWZ_?sH_-J+@TGpa%qN(w2Plx7lbPXBGW4Kw{%J1VQxy07 zsH%p#^5$wFesZA=9qDKBoh@f9Ncj~Kf>XaAS}jumB8Ow+>c=a}+Xz|1l8Qa@b$0#? z1IXUXH;EJVtmv7kl~;tRt#R}3u{CzV@LhX;t7mZBrc6O*apo`-m7*t!f0aZs7d)P# z?_3OKIjd8w&8Sj1!L?v&+Ry7jj=_xUmx5ze>{K+mR}6AkmPRJL;p7^LJ7Kk6g`RHE zBIN>bN@e0?0J$K-pOG)x6=5HYI5~jNqtAYsS{YleXGNH>Zww;L>sh^TrnnE|gQH#p z3b1L<1=wen8<{M@f2)5Nr{?o4Tg;Sp!T*2FtI#=0r8mA`C)`2H?_6jGXYkT>4~uZ$ z?o7ATI|0i_b=x#_f4-j;tMRz~{L=y2wd$pb6!(;=Gutvh1*VmVbZcv0ZpXM6{we_IpXM%Cxu|h)4#Gs32od z^+7Y$K|6|@^+l4$hSL=~`gYU$leQB6;eJ>3O0KbgrcO#;62~X|ET-0a*8&W`H~x=b z9+7!M&>Z8Ii^`xZ8J}j?Ez}UIP?ytT$O2zR z^};^3Zm%WWE4JBx=P{ezx*fTaif&FBx~-S0GH?4kkxes!xMFT=mc8*Mgg^l6wF z!Dzo6);lTHcVPSQ4+~-9o%OW-%r5PO)`J*=t1YBJ#$GBip|(l{58wz_|?1r={<3 zmGj0IkuArEG04&r4aLV}+Ouf*GEKKlT@HKAoTr}d{f?I8(i(dFW*eS=#01x1Bbjnl z>}MqLA>VqKMZ^`a#ClBqu|OZ^(%B$xP;nb1sO)J_h$d)EBKE{Lj~S zPLFN>$v^0h^-=lI{$&}TdVtXe`q36L!Z01A)TvifYkI&_M`pHXl}f%PEw`#w<9$Ex{LKA_51Tx@!DWp6v7cQlP5!)Z3z15pgL#J)*@}@yg58#)r79Lk2^*fg2BGXP! z8}{bZrr*K66II!+zdET$yDsTqwKfpo*C~#z!L&F|>M_m0Z*(bu!K~oLq#{!0K1lC$ zi@rDi@v0|ED^piiQz~xHr~=p(bbhOJT!r-GKCAu)U&u~2R@rWy2mnB-5UgUlL9y?* z$dZMo{t}hORj#rM$vJal?i4sWz8YnvLJq7OT?&7Q?M1|O1k61y*Oh9qy30)yU3$3? zew{X)Yi0MbvEG7j zYIHL|_o~#kac59 z$dd!d4KL|(He9nDx4y-E_@l{$Y)k*LbVF z&xAb&k~YYDs}ab(ABa65a&rovYr5^FIlNW4!ftzxXWw5o%5-7P>i*s(=q8(e&4X%# zm>tfk4lq>9+G0fA2HB|CfHN!bqcy`yS=Ez!Kpe(-E7)f|@YwyY;V9!DF;$S?TnLEM za~HL3BqT^Po2i&(S3m%KXFKeRkjK0A-3$^|tR*lCB%VV7QIrPC1p?rlWa zy2&6(<<0Vg+5u;&h=^i*`%XK)y`|$VvfA(S~#NO?5KJN-1})m`<|KgG{e2L020xo!8CFmM4$1L^amEc9tDX z72p&7fomT|NJ=83jj0I}9OE_W8*aN^EA@&&DVlI^T8m^iuEi@4^||^s|C;&$!p~@c z@2xw~4z;*~(Xg%1l-ePrT$4P4CR_-2i?A5jHBI}1{GR>`AO+w1toFt_OEvVa@-pYD zMbRW^VE6H=KpFiT>Mwk4k*=oW2Qw-Fy@aHU@A{eM(g6sUo+czJbrkjVSX8W44?kM{ z(%gI|B)Z#hM_Fq7p=M7T=-5bm_#V>n1HP8BXDF&WFsbc*XyW5?JpGbxj^z1`VY$6* zFT zdP~T`$FX9bY}vPwHMe)CIY?xuyLb=B z%fJe3eA6#}PykA`1F*LJJL2Hle-K;Y=iyu8<>YhS%di3R&E=qE5a5%UM4qquUW%Q% z$T~G-S-}Q5@Dd}lcVfndCF-y5=&sTr+jx4~%HS%Pz;xI<@zZV(lODK-%n4Z5v-qPz zx9{M^g>4HFG;=VmYIT9$iL1 z;?I9N zETM6FFDV^1f?Uk=C+xaNpO0qqFI7S-{H}a#v`8h-J?3o{Z)h(!A?K;(oU@s{_UgrU z$f%)yuG03_XIJ8*1cY%f;>H*RY@gXuL%I%7-D%pN8KFHrir2_wh1Qb3N6rTQ2I5AY zTd+ABWQy4&bRxnpYQsRJXg;lQK1X@`4P^>;_BP(lju*7XHP37*rXEX@TxK5a<*gXm zDOZORrsI087~<0nw{%zg|1?%w0{~`!%Y&r;AD-Slp2`1@|9?j%DThi38+rGZ6iGSToJyrA${~l9 zLr91@vrR|KX-Z6C%PD6<<+!bbQ`DC8*~&1sv6yYPnSJ;9{tka#e_q$F-LBW`^?W`b zkNbll`REs2x)A8HW&NY*b3?rekNS%GtAX5=gZO(exa!HU!^}0-(Nf`lTUz7!-mMRV@u4<&;K!k89ZfROIm(-w z#X9_Cwr!aY&}5ApmWpsToG-&!Ld8z_FLVD{{*$el<*uxVq+_KBp-s0!r;n74vBnns zT=ag4H7R`*Kz@pACoDk$Y^2+-rQ(Y7_5Qh3K;S;w zCVjsh9GwhoDLIG?cqT6(R4$=M@qrtOA)JB_S~@P z9&>sR8za_Zgve7_*%U^0#vCK$=iD%~x`lS4&Qw0o%e?b7SC8M3Siq{b_Yyc2#M6M~ zKD#?Bo2}RVE*1!Wo}Q5_)|*8(0aE%`qb5vUN$Ta$|2ikQXDBr#&eoUarpYP|h}?7k z3(HV?0$fNR7g%kGLt`Z)WW}DeEQPh5Mg8j+HYJbhDW;F>TCL6;dmb+r$<({lsW1=s z{tCa_xh+5{MC=$~Rv)=8(trm_ypWR@?y`ea+R*L{jEnV??sUT2 zz93;LSGL0Lbb3h+F!9b9!b?4?4pGvnnfvE_XYU*P%1!BcFZ7a_hsL~kh#$!9H-Vj7 z$R#f_l3RE%6)~N+X=%%jwvK_^u+URIh+v-e1s(oQJi1JMvk~ddYt<60UIubYO9nF& zPWp9%ZV{33Uf+@2yc3zc#LfZykxX9Ivb&oG(cw%aL~j6p1)Q&9z?@v};BqXtO)uk+N0f0a7%BO}+PG&mKQ%y_2}Q=B@5^Rh&5P>ueNo%;5OLAazEUBOO$ z-x*&xZZ(grnb`(hb>}Ygw}6d-9VN1c^UR$S`IRJX(^1O5Jkv`N`3!gQ;i%KUP|haS zWxmIppHx-icy|f^I#ZaCtH65jNrCygDIh#|OR9nU%!f+jf=gwp&v^zf960iCaPFPw9qG-|h6ZJCWE5128XIrD zbly}iWLZ)QbaLbGq`&(}vgG2nd0s3*Arwz$vZhHw3o3P!uhb4SjXoAXLjAdpI?`@| zYhoJsvCYpM0T_=?4o7WrF9;GO;sO#T_5RWiYwLbaaQZh?IA9VHQF7$r+QwU6|7Su+ zyxxpT3M&5hS$D)J=JC^RX-=04rN6x?->%#3NYbzJ-nc~CBN#OU{BhZx{wM-%DZk~E zfYST@;~4JDmrv>;p>1zr$s%`-jnJ1OgeHI_W199S*M<*zW7yGZ2KI)uXoRa$8-eoV9tKx~N$&)2+^Io9zmy;IS>bwNF8rBVEs-==p z;+8U^BKJ3JB!fdG)L;5ra4sF4(l#BEVK^9bwS(BQv2Z7hrzl)0)dh&%Lv7i7SOaqDlZKUHQ81Kex}FHd@XK8u>NO#2;u%nv3LlPv@h3_AH=1$ruDC?P7ot#Iuz zXnWY4J)PNB-vlD`#BpAr!Y`fCLlkY-gmu6B?-f9r_D@nnVj)Fi9b0gF`^z1@*kgNU z9_G7Y$yvp$jWf66`mNKP*`V&*_a4guMz~t(Iq_Zg_DfzG>w*svf42hklQ|Ky7quiT zo#R!@;vTJpei`Ua5mxT+{;xvj*Ze5m!|(gR!;--$QQVBN^_bJ;_aG~C4yLl(uKJB( z;J@zLhEbTYbk`WayD9_~ld4&Is$@$Y_tW6SV3%rl#>M1;`KCAwr`c)^X845RQRxne0ib4Y`pT8}#F)$V z?NK5C1$$v6(YHRT)rpI^`=o}eJ1bR2u)W~ufx4Y~fMa%h& zzbA--mzO?7{V5$f>K*Gy#=3duUJeY9=64^fjlI-%+<5ZLjBZBw>$kd!sLQpnH^s&t z?@K;GyW(+ckdVaiYPvx^JHr)zPE}P7Ef-yDNqbk@!@ozpF1M0l?0(cd?uUatrRVM* z4bI5-pn$0l*%%pLAUCc`7qy+oFu>w0F-<6Y>@w2;C}~04eLw7xaz(V&Qc%{~=hB%8 zTZ_?wYbdi_=2L_o%kIFI9*fe1nx+8&#pD7>&_pyO`dOB${KOlfxbEc$!&~M{|A@oA zqV~!*NG1R3+BqXwi=Dv<~_5=1qR_v%|u?_#%>WieiHSFBYc(x|5VV*gO#L(fQM_< zwkfiwh7-~(IN8k>{B7rjbNznawQCiW`(3JMuA5C&z^FQ_ z@q=1>z=>|W?Q4QQ?h+(F8ZHl$QVS7TZ7S@6Ox1MUf8k>_On2>)vManl0^b&Kjh64E z%n@v(KR8fN{vCJPy8(N+v7dfRW~0@yinMLyNG|8q2-ZNb$VViW(=ZgmQQ?XUKXlkuiHb5Z?r{h) zd>s69^Y$WiU>`P`U*$x`EHuHzTq%0D2$1i!(+1fD<=&=M+2k>tt zT^~j?mx9qYvPemQQJ(dbLgfHY=30o9PA# z>|Z#6h2P5oBz}RL)kX@-%;`CaSN$VU)WH}st~*Z3NewJptv`GkIJVOQk&)b1sq#MT z9!+c?Cgy0&xoBSl4zM-WA;xdRjx4dB?V#g=KU+*6c>w$=F$&&82v-c!lQD_?Bv+B& zE=gMlQOtG0;iFf_w58Iyk9S0mc#@b0f2Hu3nbvJ#@3#Re5AeWRYKHW9I96^P(Jhs( z9n?b>zMMOwa~t7#Gf$oe3eC92>fN?(${@g*4#KmHb>wtqv+a3buls0K<9 zjWGs2`v}M1q7*}b0cOmb;vz~U$neABx*Jf#4+hix;31~nA3tS-#1x6T1v_I2tU{Z-)UovcrdKF2R6f4D$(Fi)Mm!tTin1GL(j$5OdU>e zbm-yMyJo^AzY;uk^)%L{j_QYgBu%Lciwfru{_@9WKjEV# zC%H@EaylptKIK~<6jIoP^~3FdP(yy0O4sNy1Jv&ET20WAiSz><61jS7ch|%PUzC|U> zL&3tPOyPP5MKBZJMSrv*@m1g92KCq=;yLGLRkYO)NsXkcD+&581$y@o3z;yPPA^YA zq1#2YVk$*(D*t?#Ah{4ud&*1{u^cI=AjQH4^8^*hjoy*0`$|3 zenu8t5Yubssd@%Nw^>xGNf1dd2Wo7cuwU!nUrF%l(siTm_+#6eN;20J0-nekAJ>c5 zq)N!g&mL;rX46|j#;uTIr%uIxF7c(PUa-f9eS#F?A;aa+lZ3ogsn(u8dU^=`-9 z;DO&o<7FxZOxw{OIZbl7)$qdeEFtp=2YRLylKe|}Y2nW+qU2Y7$K?*`g>yxl$6nPx z+4%jmz{Sx4T%Lmh<^UmUY_=tGd#|f7OifJi*nFU2`S7o?Jk!>Zx-WYB8c*DeN&Z{- zKWrB7)UfbrstnT1^5CF7F-Tp0d)HUDqa(YJjbbdB@3Q`AYg#E9Ys1&sL)i3)j&o!` zaO7Low;a-ibPZ}Dw`Ge7kMnx0exQ!slIj#(cs{q&7k_*NRwiyZ;$7ZRA+Lyfmjjg) zQyfyYk@1J@2yOosq8(6Tm~X(0lrOQRCeAC@=R_%UZ(+Gj#Lj`96F17;N(m4fzHeDw zdlk%Q1n-lPS3Y)>2vbpDn`jrK{4elf$9xMP|C&e=;!gXD+z(t=@=#!ZI_isYy--kM zwRFJFvOZNAEH99(<_C4Qd6h-G+9%X!j>}nZ=}8o0AN4wX0wK(c<&uA$LbmyoLu*lS zaCv6D=?ngYPK)qgtwt9%gxsT}=a6s~W)G zNz!3&!Z}}{=wbx9F8WhQq53WH7RgA@qZTF*wH4^GZgxN&q&u@cT8KfiC_W1^c8F=E z20gA$xIjw?mv3-_SGE8KxAD$uvi1e#D7)c>u>|6Cq;S4;9eTpI@INseb@}3UiN#a1 zp4UjWyw24Ol~G7MZ|MUp)CkMk` zUFOR}*g6Bs^r^cA?L9S9^LYgH!#v|`#hzDr@iaxcrPf{1&H-_QS4_aUojeLu9zyKa z#n}21wQc?IPI76>Y2RL@+_{Cw8wI|L105L>^JdCWI&f6ahTG}wWA&TQ^FVC>AH0Kh zWC?>Yu%ZjI(tsW-R)D|Lv!@FT3YU}dcc?2jx4%?z0SjEk6=QF+ymuB?P^R@ivQ`6+ zLk!EBCT{85CiG_!tv0VeTW4|epr6&mm{mw&by9K#t98=p9T8jE;(r48x(Xd{AlzYx z_-7!H8UkT`#O^W>ulZ#CR{*7Di?p1SW2yblBbs}#?t1E{(3y>;`6rhn&ez~e=~f%$ zkxA0M<%G~HB9C&5d1aB*|Dx)}3eo?Y26*mL!+!;rUY#$ketiB?SyZHnv!1l~xjR>1 z`k9_+Q*OP{rc>;7`C==*;@{R&&3V_amYnT-a#zQ1aJC+YNNnQL(@hGgbb;kIuO@aD zhY+;Fv4Mn_L*R6eb-{Pye$eVRJ(7a*>(F&mu5VlH$kENH^$Bi~V?@0t4WrV(&F<@l z`A%=lr>D89Af{&KK9_gvXk~8gz%)00Paf$G{B$yC>vhEPbn#+HdQAM!kKO-CKAY|! z2BG)wAgjDK4#urDN{$>fIszn=Ir3a7g}c~H(bv2@*lz^iO^;_ok{pAqJMXq|9c{ne zzE)k{eDWW1`1B`*oZ0Q*J+><(_3;1mejPjJ3>}ifY(!Q^566ZpaBF82A&yIC# z8Uq=UqaDp*`3EdTsuUu|_{z598ab5lB7f)}Y5+NK#Yt0`uFOKwX!Q@cF#tKUn93=?!}Rk z0P{pl7Gk73mpAmuO_wmzN54ez{LyatVO5=F*_ zTAcm#rH2~VQJ1^sA@d-Vvgv8Q?+1G+5Yy9!`!zl)G2I*V=g91M(837!K*>|q)ZI4x zQ+soLmU4;_fF(CdAW+`WEf$3dB{|kH~Z zmhFz#vRD*EOh_FilvpfEelV(%c!3^h4EcbO!kY&Y)#TZd#R#l3+-l?09?Q5%KXNkJ zbJBWa!Vo}@NM9p>)7QF>W1a#8E!QF>wL^7zZ?936Xj?Ws!_hpP8RAG#Fz-&y+*ZxN zBqJxHj~qu?A!LT0{$fJfd-oAz#{lYJM*C$42dv?(H-v;QCNobK&ZF3ZRQs8@krKG0 zYljc3BHYD-Gj#(c+^%1Tb zO1NET@10kk@VXqjSdCGtSVb#`Sc0qRXGUiBb}iV>G&{#{UnKFyv$u8itD{x}s~*>0 zfW}V6Ot_VTPF$aPRT;+ZB}eiIPSNin!nLNk*xnN24cgY_1-U1V$>$j4J8bryk(E0O z^!Ib_WrC_j#fv)cNdv!%z2Q?0go#P ze2{QEjbtWKbTA%7!ITTWa5zi}EcC$iQ2SfBB-U*BV$36Cpi4;(iT*QyS_X=K_tD8R zi0*=&THXp-;O+-e2d;wH)$OGC0bA-!zz1+SSCG!Vjg1G)8Pi@-NBxGOh!nvTsaC*|=GSR8Jcx(Z=pC zgl9&yni@gIexlW7l4v9wZ1l%rs)hTzt-1{lFi|kZY-?Lnlz&!Fgl^1AHY4l5GrN^|1_CC+&aUD*AMvLIo~?hKpLk%`;H(pp%~W+ zJ=qiR6h&>P7c^%8^@vMLzEg0;b z4%%IJIkw?&v^@0B*L{?!P1ETM5p& zGt>O@0p?)^Ax33%e_GfpxC-7~u+s<^lHO0=s1lhK`0Vq81 z9$>Zcy(pO{Su~cjgL?kv=T^SwXVALD>axZhZP`pd@hR~1DxN6WATCM}c*f72H4yo> zU1E6Z(%HCocnOXq5~kESyUT`v>Z{YZ?ft0NQ=|Q}4YM!gYcgNj253D$v1>S@eAArA zJjA^ikuFJ#sEJc^>9Af>L-I}QTGY_6OP}Faa+Ks*nmMq_xtIGlG1t|vA)HhYBER$d zY~(_o)JVzm`lXkhYO|s}%;&fI_M67io~FAAuL(jgg7cr&Jig1v$6r)$KRfRgq;LlA z_9Q91{e(aE<8W(e6k;kX9%tlVNIu}~W=3av`@4;0B}9r3{HqF$%!J-qA5F@Td8sU0 zt`$3T@E+hv`jo9^wEwkUyzZV#nO$vRd2?qh{BhvJjoTNVGQ`Ug;dJS0#(obm?{7_n z?Rom++h$gxSePkeV~mk$EeDk+C6CAY?0G$QNmH=CaE*1Ilz7S?m;7r$M>G0_A zv9a#1t`C!zARpbTF$^fD;_J6g?yXEqQ*@GNDmd71#!|C{n?>u5Vv+EqviN}#^mBz8 zQI*I2u@BwHQeUO`7D8&EF*Gmv#9nk`{f%uzz1jG|NTNss0pHg;#@IhW5FC<{hu$WD z+@1{M`m$JWFGolII}gJ2u7c-Dm01L-d6PxK{T{rzEQf+ZDIWw9a-UVSo8`ZG4JVJ9Ppv-7JdkP^-8$M;w9y20uZ9TErk8tIs zx4zlx7k%?l%AqdGDSI5|&nDokOT=p(QJ^X9r&kZYKwC`lV^DS_$RaK9Om}-3_2}RR z%4}Qbb#$&7@p(Wd&*$CN$=CwAXq0UIBP}Nrw)H|>Z-X~GuaiF;G7U5N+m$6mSk+cd z45OZ;#wC)}qoZp5EbClAW4b6+wP=5_@UawX+z%4Z@|%c~14^Fi0^fW;NYbBid-Evo z2F9i{PhY`7otx{ODd-AYkg@|NkGl}u#3BU-w=eKDMeU?Z;c5iUe!{bEb8Egr3S14) zE#OGodz+M6xSG+v7<8FO7wC>;3aG(7WL;wF5@|w#JMl(=t!lx-9~wa2Qs8cNAQQ$< z`--u)%J%Xw@eJ8`NT|VCT2!EO*OAe~XNv2#&iRr*Wx6v%wHB+r?O;K`26+4VVG5wJ z+^w^1+>Abiayyjbrq!Kz zxwAveRFq%CRL;0^z z>S%br)~M+oZz=Jfz(Jo<;Qp@dlSH=tGoU@CC|X&EwiBlm8suV*%bLG(l7}jFf_C{5 z70>f=Msu^bO1B>7^`BoazsPo0Yrv!}fRWrX-;whT4DkrAo{(;$gm<>UXPU%XEd^Za zBtO19wyYhu2_iC2}!SO+l>{Xg3U=xb!XizetJ$g2l%#>d`h z@dY2HS$pPM)enr4*=EfpAo8oznS}>vx3p)*Oz#vv5}R`zzFOiEi-iVvd{!MQ9`mFr zGDpK6AE14^JpsvjFl+Jh^tRRkVm9Jf0_1W9%jsY7WgPglEiCCPw*Vb2s+OkCzIq~* z_9ef0^Ioo8dw51gnteOM#@qAddxG`GlryjWR{Z!|sPVDsz~=v^1^6o!st|2P{{hSL zlLJhkv_Phlc~fdW{OS67+E(S|4Zw?wN{XTqY5J=BQS~boPTB#?;4TsA2|GJGQuM=N z+1?hmyTR@3&rF*L^NJr`zY2U6IcrhSsQ0Y&2kBy=z^)HQ2`&`f@7u&>MQ-E7uI#Ih z6V&>$^#1f$YlS(D_2iotRzH}nZ3v&fc!5u!#mUPaZVoPs(8?|M+%u$pm&F}+g~>}) zMICz5(>Y0Bf>e=G^{bR<9d6-I9Tv`;bGV$r5~~kSh`43LFNBqF{cLQCGY5@z)<)6z zR@xYsi*R~$IiZ&_!Zn?OG6(0TIM|Ape?TNW0`s)A)n|MY9OaFgNi6`^o^D^0hZc7r&Xs#DCf1q)(lw$X? z_`9op#FIwv;{QClm2Hn_9`flm3SMQk};6D=q)^&!=mi%jL%9nvoM% zr@+|$4w66sLkrq1m=&5puN8Pd;$D`J9=cVux;zETIK^i!4U;zij7UG1Oy`EHo!fa* z^h-(ibM08k!AsrI1R(w8eT$D~wO8NZDCy76GmnID)Hgfr{BT3f zWH@5qBSqOvyAwBz2>wK#NXs!I1mr}@~QXaBp&n7LO-B%OKFdT>Cxhoh%_lUjcV&8&2#i;({1;IVtHl&rs8yoUl{D&v011W1$H`SZ*z8}txss$w_^%pfr22ew~ z=lr~1?pBG7Izg2+e4~(`aG5J6bn63Ul+MaHegAqv{4G5MC60@AO=3r& z?yBe9u*fZf_MwoJI4Sr+G3<7_ch+)hhRV}dKE)VHv`5;j8%k z+q2v?fGuov*B;y>v??emu+hM8;-T4hGbuZ<^g=4Bkx@DFy-~@|>ltrYVZ3!=Unb3E8^0*$+4=8U#wsd{XuENE1_yxOEP7zDrny=&v6MG zY`vgHPQLA*qNcHco}eztv(PEjTBSG==xz-u0iX-E9`4#n0oU%pQ4B@dhswFHu&>*s z>_mBGn~y8{TS4?h42jSG6%=58uV^h;Ah`#3>LvUzU7W8WIZizC)tA?5x3+r#oqGb} zQ1-2?G32$AP><{3r28uT{Tt~!Px0Ia5~zJJun<-i=YL$JGDteI99K(9fK*e*zOSB~ zXtE|xEj8hdbm93qgxZ8K^xP*;E)$KxyC%sAYWlrOo(8VOg6Ky&^6-q$23XDXYUtwCJhp064^+9kbjY#YAsgV85?6{F*w#lt-NuBtTO zWmfKhe>SIlZf^Isi^#+nPb=KP@)!*YxL(HM0!bkkLB<=$EGL7r*F0JjimEZ?(Sd>U*Q_dRgmpBcqJD? zbfs%0IM_}rmMwx=N;Q`n7Ar}IkKG2Y=!>51tPvEg%RGTU>(hJhkJvK|kr4M};ipf& z#aPdW~%3Pxw0|#O+>@4dlx<@J@OhXAy{*?t5w6GcUyMyG4G1^`5Enjl9-z~K#W~SNj zZDy=g&0}FB%gU;ddJ&ycM)8_Sw2R;V614aV40sQBQaQ5`Kv_wrfec{ywwP9x2(j zH2CG-R?xXp{JW=&9zz=<*+Wy%ZLvWAmc{pwZzSd(hc7pVg!Z=ejZ*VBw$PgNAp2fi zTgcQ%M*FFm-TcI5B-11IJVS0lYtlt? zZacBLpPp63yGRW;45^j__ZmeoQd}#>D-g{K^^Jw?l08&_avlBjH<_iukp&ryC zGCwH@L(3DV>=`bFM@I*m6zB}o!YL1I>ScAEV&5S#d& z>0?H4D&&HzW)P))pP>Z&f)XD8gTNf#HF<)*( zyCk$Ju34T1tl>1$TOivC4FK{f#a9L9-;vvACy>x`Wdo=3BiH3Lq9lv;$c9G=L+Rs8 zvhh);p^S0uyUGe+d9&BSb_k64t`Envt;F?X1Sa$eXi@n^bL$0$lm=f1Y4Nc4n}ycg z_QM8$g7HxVP^GAU*98W`A)|s7aAC=>wZWfk^k!<8#(MiC(voSYwbAIx2~fE%nrH)i z!o$z{%IzG07%flh`-|@K+J}%^t42o=f+!}aE1s|_InZOhaaA4`Mp%_9N|Q_lB2A@z zGu6+EM?c5f&J?4lOIzXdkUE97pCd5)SKN|DR*M3AuP?FStgmC?plSTzdCZo1iGX;- zKyE!_oVuPc?i?R9#JH61 z*{EGd3Rg9NBx&)B^aZwBoH6hr6gZ=z9K29Y`Gp`Mx8-c8(ib)+24z=jfB)^M5-a*} zvdr3*YjRvwgFw33Mmyei=IrU*4TRR>E+l_PQTemB@)zGMjAJS&_UTK8wdry7QVsSW zjOHxoE~Ug@JUbVQin+j$aZ+udM#WT=5F1O(k_4t3qGKuXi6cdr-6{=k`$mPf z8F>O*MYO*b-!*maMKLQy)c|X6!qC3`ow;9@jwo%IkCjN_EBk$j4&HM2yF`wuAS}z$ zgPxUa|Gw4?T_9O#amtR#(xI*2w%{j4pz8oP^O`_;meveXsN>DMf`%;jIXz?aUc;Pu z1(Y}2IS_8Bh`q9~-wyHphS!)$P0G1-M8?)`gE6ZgD<2yZ3pW}aw;wKj)8LDz>~K9q z(<|zJSpjelE<8(IImLd$OXY4DFNBtS<4ZWqdZv$i8lP~=PtPOetB;Cz15ud*!6|eE zHM_+lrV5GhZ9}AfF)1w~V zBe>kYK}a7Mw3P2O{q#L|-1AEr=0safew7}@?I)7^gr-Mj;`At9-;kD65IW(XA|?5? z%7sB6`S|*kGd|JY-5)XiamjfI4StX$dM#+lSt-M-Tkc8SHqE(5uI-20L3CSau>d&8 z6}=;fW&*tORT{>OVm-o7d2!ILdV+tDWKGZZ9|&_H;qfYSDN-+Lh&QufFNcm#8VCSN z4v2hSL2yxy;0f+a2JpA@SiN#X`LR|8RAZf20{qg1C zJXz0uN40M)kgIPmAp7}?OqOpysuo_0D4dIgI5COb~xJo(d9A zO^-zNW``kO>XCX;hWxD>aaX^Gi|?@Xf%pf`=>#Fcq51m15mtrT!c%4pHa*b0Jm)vL;L23SpMB0i{Z5BTWFbM*vee0 zvFvpK8jC$aDCqr;IWy}R0(}|Q;|IwvNu(y!wDSODW7kAR;A;Sz z+d79XBLwOKA@RdQF*8lJSf;C5>9M5gkxIlO$Kx(U zT|FhsQP@L9%X|Yu=|sI-dK?OWLhKdN8nd9S8>0js4Lu1Rs}Z7(BIe91h_NC!f1Q%M zwR0_T2a*@#(Dqyx@}kGIK;Ccba!*{?Yh|{Z-hYKX%ILiYG|4BKx?M}*3(A6|9Ay?1 zA!cmVji2t0`-p5<1sKk8M|=FHA)J5TLslK$&dUDx3sta_owJknCx2%*<$*->%lyx9 z*uM|gKvjgt#|T6JuN+n!@9=-&IJMulX1U%ZL%r6Ex+#~m{0nU&LFe{grMz<4m+|eM z-ra5!LqBI(-M|6)^XWBu;@-g?-G9x4x{jT9K}KJG;otv>JH{0gau&FWWNND%SpZ+9 z8f%aFH=6;tAyW+3f$s;q1rFSG?Tm9qi~FS7iKlwEzHWYNlk|2}QQfUtRbVu0lKWD2 zd+VZzcRMQbYD`1JWrF4@Jr%>4%y@QV!=*{id^LaTO+@fr9-3gxv1pDl-5i>s9IR6n znIH3`?x*}nEzg`jgU{bsDaB@J|L1kNBQ)thoEPx#pO#98Rb}jW(u3*nZfi0u_rX{k zt#<|Ro6h+#Gsuj__@;$(zJH0+S z&+_Qm#gD-+T}R!=_U#a{UCU27G6l+GC}TV>3Bpdj00|#b%}HPMiC9pk-0W&ux)qjx z?}Cg&HLY7g3E>UVxr{r~{fD2r`=9TB%;5v>he`+4M`O=U(iOAQ3qy!0$Qcq>YX%_zgx`h_^|5Lg{Y(XW3~#k zEt9LS{PVUIZANbKg|IVZd>N`~hsMsQlB>HX7sn6q*4_*Zx)3zFw|B%8SkBFzS-8{6 zxTRTG|BI!YAqR^N>^njEQ(Rm;l2G@{{p&XFl(5F|O~KuVqjzI!-C($be&mVU1^1t_ zFmqC%nftEo8GXP_BC5yPC>VP+wO?v79GWg%v|X0zRC?Q*sJ>-!3^#qaBnP4`4+}_} zlki#jR7-Om`QzH9U`Li5uy3vk`=k;&5j}Oo`0dBSX~dFXBjGp){$y<&!_~q{W~$G!dklTbljF1yT2I@cD3kJ0H)939jAlV8S9pti zaCzk|o&2-27S1K zA7a~i4P4uTdA>HSGYTbljyDtgW?2TDKQe<|yGH2ec|734%H?zzD|Ig6=lG0-9H#Kb zpBcIV=e25;Ait^|`(c|jS#S3lc6s-(4stVRuX6d|4tndA&v<#I_n0|JJVfs;P=nT# z^f`f`f16ODd@WXb2kCK&lh-QL-_O!_irqlT(Kp-#MrSy|c;0WnTg}0r zLE~p`7e4ysM^BCqQ@xg=E-@M#`MITRw*|OuceJIjp*6-FS!?&vmyJ~vi zJJ>G{UtRyd0(+QK5q(!|QRXq;28deh57`;J_-<3;S%B3v8Qc?_6TgCFC^;mZ+ z_5DM5@e$hwh!_BA@RuJf=xhDvo&FlM(jw|j78<&6?(SlQd)xw>-v;g)Kv{`XnRx#k zesibf!|d@1)64NhY4;RAF)noQ;49Me)L5U-Jik;BNzPrwOYJ|q9Qep*d>{%Y|JQ5lTD%yg9Xi7IWN*vz8e9^l$~u61+{xI> zh?EcEFBssOIG}4%X2o{q3E3VA%ww!Bpj>gxu(8CQS(pQ%DwebQ=&@BOnH^Mq+9dO3 zRHO&fd%p?ku?fn$;NaNC);S&vx4v&SpM0|i9E4MCl(Hk>%96JJLooZWDKCll3=y z&F&wJtP3iEP3gc_*l_KYv16sO)=LzX+WZsd&N=A1N#OKtnJAYe>!pswi!+>k@ffx< zJRzk6!P!6IhBX8QXEYHQ>Kb6F6Pb@~FzCl0$?`B+Uq|J;AL!kS`)Um@#5l@MkgYdx zUcA>zk&gY@IE__Zmw5z!W6zvgqCqLK{DhDGQ;WdzW#MwsA|(qt@hFR%=4Ol0PRk)5 z8~jNh&}CA z__+^`CyT`?>XjOE!ei+b2j$`R3M_Y{xq>}5v5taAOLCyOf?YO{H3flwTsR=Lq9;{> zazm$B??gXJN{d#0tFx_M!C+g1rfJRjw|Dl90)_RU(^RZ?9ZlUdzp#RYZ4MyY>VOfT zQ2Div`xWdX-|-i2m5cwX1J~t#9v!uo>1z5o8m?5Csl_SJR1jP&N48xVWfdx>+~^`C z+7)t;6(xaMi_PdQruuShGEx{S4v|!?i|dfT-lKJNHvEhhC!+=ll|v@{$Q&m{9-T!* zen4bysi;THssPt~z&!SnJs7J+PqZd6d zGvN=H(#q7LWo%*t3ZhornMRnaQnO{ zY&ir)QEPWNak9qioNJ!|fy#?(sjhrEbNyg`S(V_Q!T;iGCq_3G50z9VE) z7<{5Z|ZWp8hopHm3nZ(sJM@r!yb0)pz?p?Sf8Qz%K3As zgh`P$4)SxTZYPO#`Z{@R-9nol*WG{*oVFg;L_*sh2I3y&8LIZqKEnv*?6498u~r2K zHP-jeb=;d*L5OF-9kFs;aS7EHd=hb_-%(z;EJTM*xx^s%1WzFzRVe;?>~-XFj-X zP4(Byu2(%-j~D zFX&FX!>HihkRV`alL{fUl&`H9+xFu1Xf~%`07B|qZaMh9KH5nT$orE%qwf>(CaLs+$`CDYnP<9qE z@q~CE<2J2RJeE~ExUqXle5nC#ejKL@lny)tEojIyf zYmsriqbEUZe5dl`M*4S-aR2S{YYZfiZsO*bSxF<>NEYuH31o1U?&PL+_qeQKDM2Om z+r9})+vqJf5=+&N0PkWI6rL(1xfW3SR$JGhn04tnpR-P!pJ-WXzlc|rvI|3nAsFhv5Z1?I>NOTSC6;$~PG8gT*2{r7d?Y)Mkk9ZwUWrJU zfr@1ePHs!B#ukFk%e76HV`^W*-5m5o4vB1*%dSP7dKI>JfqH9sGn9mHCN_cV&~Wk^ zANG?4zz;w{aS(F&%T;3?pZr6ltBv7Jc=D<#c6FE!j2EhZZ9*|zlQ;>)Apvetc7&{r zfo;8|3E$HAE(;A81rIl2g7>rFquziV@1A*mBvkN(3Zs|OR$m1Y%xmLdE2j2JA;R#| zp(YIMZ$VW20JIKIn_$*o3LLW(Ov(-Z2_=Cx(ne1ylBoTiP`vD%O3!g0Zd%;pF%YIr z59ow@_{(?`@&D6!#0eDLo|k$@1#5tH5Kz;m*Zw5~c`Pzr@ls0R(eHQOC?jEh=TX&E(-5n)>w1!i)~vh;SVMkPf7%HVKZaG4luV~ZG4PC zO<;*Eq4%Wo20t(~|MH%kGne$6uuXGbJ?Hx7uM2f=_dKvppFr9~4{ImfFj_<;vR?}_ zTo`Hhx@9w*u@!etg5j*yH{G0t%fpocHSPC&G&iFr8QUK-^f?Jzao#0GE|w*yu)_BZ z&BDYVEwz1p4}XUnbLGPQf7ERH*6*w(k8cVdKOcIdd}>SOXL?C?_x9G`PV?qnta_Tp`7}B47UK}bkoRRPtr9tX)#!6Tc z-7AA{nejmIwzy;j;J1&aAj3|N0E1G z!`hod+b^cVeiSgsVpb=VbDM$y-TN4ZTvZKbEL&nv_ie`KKT;_9uo~od8<>85ixN%V zNg3bB&DK6a%1*Z=GHT!4vpBuwl@Xjkj9Q?=C}hTtri^b!#8{QSZxR&9)jcv9ikD;B z6DuRAzcN^86}pFSZiwZB#jY1WKO;UB6znq+Tj9o!Z_dxp13$ym6BDq?r*Nmh=T=+! zKXiT#Ue_Cn3-)h%_PR%JgT$+Dimc97#KzV5EH@~DZ3yw4rma|sj^nUV1NJ(EpI-#Hk z-ri%P(j;4BF*N@5iC8n@)*loASNjl9 z{|HI=G+IfyE|OEZnyLTjZ&4e7B|^@{4F|334D^nF-aa?jCJms^j{Cvi#0`79luQiU zYiw1$wkHSIMSCu>ashNfDIVc0*g+brfV6$Iw`_J(Q~$us1PF?=?IEzy5+BIlrTqG! zLJUCo5&eI7diQuH|3CgeNt8lI$zcxfl7ysknvE!xSfb>(qM{UOmeUTT!xC0Gmcz_s81!sGqlxA;4&` z2>&XL-dZtFpIs);Rl;TO(lk-3cF^dq-Wx5(&AFi1rDr$mB?fr(@iSDFyVcM=v~Fas zl>lNkxZAij;6(k2a}glGd!vcMN40Rfk4SpKuOwT49)KqIQEDYMHx~I9r}d zHhu>9-P(;4Z!soVufvL0vWhJl>D{{D-+$Q@Fj`{jE=(^)U%G~|UZ?C`P*f@k zw+GyplXh#32KVhv~@b?*II7Ptk^#2UQIt&P;tApaG zkb{ME#ctkD6ot48f)pmgXlnV5@oVmQV+i_2CJYog7%=IY&Zwd!p|TuMl&q6*(KLb* zE$>;@u;a%IqP~$yJni4?EX7sai{{2s`Nye5(zhwnWz2qN{n-)fZbGEjB5Q22mj~s{ z(ezP*y>eF3U6PAs{Gi>I{+kf`$!GLys?Xu-BSQ1SRJq zHW@=J02fR<&yj!$afocN`T)7Ob^fQNwBXuZ5!&q=WYb4orFtXf<9N-fI?EeY;9PZk zj}*mpU^TcVP5FKN23mg$*fcu5q>>~XB7P_}{W#L6C0gv}OmpkuX$r~#kBw_Lr&y-% zYC^Q2Ty-gP=MOkbCewtwkFFy{eTLsUPkb89zu1L%e}qyX#gfhO(VRVB6)lkUF?IdsJ|QWV%_P z2IOEb{W0AOlSI?EC?U$pYddp-Wf>SH3zZK-*}@<_DXO0)O5v&aN}j3`g6G)p_hC)O zLwIOsY7l_CDD?;8n8#0k!0$-OKDTv#y1S<%JsM+i`UdvW>xsh`Ws|Cdil+#r>))pk zp5N*={U8(+CC+(Z6IZf!brB(QLuAfo!4iu56Sd$MvjSiNMy{CsvYGY{n<=BP6#S)r z9w!I)>yXr35n83o$aE`;Ai0Pf%b`Emxjs?pEgUlxEu45A|pU`S2j~8;zA4X^pnbpFc;ayq=bjnVCGnV(7QJ^;`k7aY}LlS@$8* zD^;Vs5QH(stT_0zY4Rw~I zyoK|7uGEUotRb%a!kky&0-mkR9Q2Ou=CJ1s@l7rC2*n?8gsa3+i+W*nRirR;GwhdnN(uen zJ*?(L#oE((4tT}{`Y#i#J)R|p6mJ_Q``c2UjcN7P-KyVqZz9^p+Xg^PXp}lr< z94DwKVX4}cy4a4VDJ}C}weF(I|Jm#R3P(@Awo6#%*c=Jmwok{^KCmNi>Xu#57B~oT zXpw6(W-gCKxTcn+v!;SGr=7}yK`W?m+)ywUf1TEhBaQ3yMET^=5~`_~U7{m;zT+<1 z0@eo{>A0)fuF7)F&{Icqd|K~fr*+nPo6nPb?N)pB;)3ItnftrRcg}*b=nrP}Vy9O+ zlsY_e+}{KHY(;jz#7Su`%xeZ)6I$uRdvFEv#XghQu$MZ4!_>o;GhYtT=s+sR89S&! zJYx^}?CP_U`b7^rXx*-EXz*R~wBG<{JRSL7iQ}~?2WrE>_?Gg9(}m{~hAY@DeY)2( zE3VUDr}GI1P2idouI7evGk>!kumtG1Yb=zu8`BirjO@g0eT9X`akERqtydR1)5V+j z59;5Uu-=lcVM0Lcm6gkSvQ!E1kg;{fbaPyUnb9oDONj-}3*X-cbf%3tO(zRTCVtF_ zvzNS|r0cW%1_Et6BmXt80>M^(RV%!!oshAEE=HQDJ5indPdWwU#dxG)cYVXv7h~z7 zq!KgI%Q=%MKf(8~V$bX;$X^dk4|&fJaX_+5VqMOt$Ds}RE_2O zBLo^|HoNT9MmjpZKCxxL1RCuJjY>rSvt;T&o=%Mf0I+;Fk!=w^F06q^W4dyL zBA|{_pBPb2FC@QE=Spz7iYFhga@y2*v|r93$GvTPoFEHBpa+?#5o4?-b7H_*_C}?V zWw!kYOW>5qX{Z`tO@%u}4mcaV90?Aak$-B`$Sg!Cp?f<3CsF8-gAn_tQZdSM%@Neb zIRbQ%Nr@a4yDY&`*aZ*e=8f=iXVc$_77R8cP;)|G5D1l4Lx+73Yvg^k$@JTLLDp8C zYc;lPwQgWfj_{1om|M5}7GSTQh*(`%PPE7_q?71FL>D!YvE%Ze&`g)PMA7NdWyuQ@ zH7X3TkBVAAeDot6do0LuihviJrRkAiSz>HgH-4Z{>>lU;Di@1dU<5a)32zeyMu`Fq zB~A)a$BArjE~5N54sye6U*)T`)kO@DgC?su~ z+@qYLsDzk$8~X49zb;SY{np8*^R5!aqY!h{6|?$Y4wnSjb9m@1%pe!sn! z=(PAj9_b8GXGNZYbz03Nz{ZuzhZESaah# z?RvX-{LPuDZ#ACK09l{XwA0d!f~l^ne}y#%XJ{YMst3Gj-?36@!`N?*Ss6~UQ5m_` z4fC6ZDsSBHf8HuBf9^}bk%n)OKPOCMa|sxZ@=_VRwWhH*V3N5lduZQGjKlrObD#H| zG%;B`aYu5ueXiAlJ>FVX=PmnW+vuj!(e>2ZH@c@Bvs@BppTGGV_3V{temf~@?~ABv z_@3d2iuwBm$P86lmWjWU{PY*ak=r$wy*z$7Ewu$YP{B7g{QF^+)h9JnJh{E8pKDW= zX+KLYZO!m}QsZ7sYDCA1%Mzy6v$oH1{3+xb>i-tB*pDMQkYP`#Jr=JGRMTwkbs0nTneN zOz8&HiHCP5+i3?4+cs3;f2jgAW`(F8(`$eRM0V zocW+)sveF+STA>^c|(sF+9$tgOMo6yr9Jv#*1BaSFJ$~#%BXSe&NB<={C++v&u5xib|b2mdtQ%Ti;Nyzg7rVHOJe;1pN-lR~< zg%y1{_4lPnn^mZi=+@@}DMu%Zreox$V^GJCQi9$J;A7Ydig>WLRP-59yq0kk3Pbd< z?#8w0dnnt9L=ODd|av6sbTAJ&gh~8?aP8o&1a>q^gT_p9M2$X%cx*UqMxkPI3Iq@@(V#Rpt5wUGu69 z$TC==UYq%Sx~*w{(=|f@RzJv%^rWkDVWn50W!KXQ_T}uw%V>6A zgmtH1L$ayn>VsP5o!WtM18hte(Ti{8hLJI5M|YK3#j!Q|fqlR1Q_Mnl-I@h+)@QiJ z?eRjAx8`ajfhqe`%nqB+)eOBs2Cl=1N;t+!6Z)h}C|w-O{wIk|tPj6T2Dw7i9`#Mz ze%664|4xFhBFZ4on{Hl)w^+pMO6_JWi| zJF1VT=|AlIxfwVDL-ml%C>sXVxrLuTFWU{m{|;_T28y=R)9vg%E4sKkdfo~rZwhfS z#L7St6CR}Jn!WER_Ej=obG7jN+TNl?o7J64^-<^OmVwo)Baz=Lq24{_)~nAPM(A&u z)1UnajirrsQ)WbXcU{F1V5^o@vLd-UvkM2oUd0@}=JhH?_fR5w`FStLJAV0y>a^M; zmv~`}nd$l{2Of_x0OdklyLc(Sozh(+7w@DTn2v~w=V;^V%l79s^(P#5K?gP;Fj7KF zYggQBy{=s2+ZU+pr{3(_SrHzOz~P-gxCR=fR=MiDe2Wp=i3+O>vmRHxF zbp0$aZY^_<=Z9kBLxRc?l5t0%R5SkiM{Dk4D87kH6_30EPJcglb z9?}{XmC60=!kX_vYlhwm%M2M(26`l2MCp)LZi5+XpPe{nY4H2kP#gMI<21FnDw1_y z8&6;brC^qAGciYS2#VQme=nP6en2LWvpA?$B64aiQiitjy?73pRO+*kKUECQ>lQf+h^w!-IZ`6JHna5X_Cc3!m5an z7=~$Wcq{RVznAz%so!R)DYX>;7t|&EcPJQ6BqkdJE2OL zvLaDngh2J_ggFe`3Kl61k|qLuc%82-&L#0oS&_`Ew!>*mcST+}vssjF(L2V8`1EX} zr*4KPxsJZ^JOc2`=?UYOXdAh~;a&V$D^V=8f$+ur*$vi4wvM+fqed zk$al`gi(u+V$!Dp?!hPa7fmX=UMdH(^#}wOZbe{lG_&Xz_;Y$Qe;zKFoS}n0hT~U( zrWB|B{II-lklM^J!TvWs_ts#*Op8gor&7J3bRg>5GR6nE2x^S85z7Z!u#FVxcNeJc z5e=i?SMX=N4HnE*eCd+J^dVjls5tke?IEJP_U7y2la2y-uF4|8D-lUS``?1 z*kLUuJ*g@g=H8xrY&fHAs*P3_uIi6och7O_U_w~*YM`EwBF?Vii2;LOXb zg6R_p9uiNg`TeT-&C96j78k|Z-*EG6YVT+YOf&T63%XikZxw-lkI?iPO9tptAMg>V z+6qd+V!p_)?KYL_QPG7kG$T^!tHKCA?}Z@e zTe&IU8fBKf9tYlNa@)SDEQhWrMFz`v$|^;=pIVBLvD*k56ltzVKQ)X=_b-;2-6sd| z<6+2QnIAx@$lZ2ra7Uku5;knp$F`cyqPc1aPJokXg=(bxLyl8*hBM^m!!((NPB(yy z9u3G(KT>~Ns~4-9>BcZJxX6if9!94=iP<|d$&0;$Kbtvq&laUWsv7Jg4~*14xFN3Y zk6DOs^fkr7Sld_1|SeDP|O#E2NbzeU`A zI*&d4iA0bu?FfkxnE4DkUiNX^K2LVpOn(-dMOPn&>VC?em1%nMI_p(3-C-|1zdZxC znHzi?xK%GSSS(q!zyD_L|KRUNt==aE(?GI8J9{Ap(O>>eT1v{ zvKHz%Wx_(MZ1-Q--WEb z*BtKpYN(>vzHi~ZAai$!g49jmG{v1=4F*q*rFS8bIP&=$bFHc8%_Vy}u#)*!Gh4V2AlPMUvF=wVN0E>IcmBYk^f0aOnD^%& zjyLRH^}qK-5D9<6AHPKKJanL9Z5z|Nb_-V&yp2i8-DU;)FFja#cYMd|EmWwhFzsRw zEkCJIGW(wp!~c(0l%6+1OU;8%U$DZ?3GJ?+kNp-@5dJ~JRQ`WQ&aw2UOxVo+)&^$5 z`TX67ZnC|FZ$*oX6yrk|&hKza)643%`t9$O_j2s*-d%CVx!bf9j%x84D{pdNIbUJQ zz3}z&_3HU|y44*|e}^RzXu)g2WR^F}of^r*FbWdX%L60-qw_iRFF}D`#&!Ka)>^~T zYMTrP!&xO(Uy#O5Mm__dNb`Mk%k8kqnW=Bm=DraB+JQ6;=Q6bp4rMAL1 zO&UB%eL3qma{vBg!MwmT-tpd!NIzm_iAcKo;plvi=o^{9=eTzD0D-WtXUIRy8pKVC zSC2sdZdq#Cg!6?m_?SPYj}L6~ z7`bzeDY#fB8w5Rpput=Hp$27P);t-5F(29FHtAy3aACzWI_RVm!`=UvO^fWvny1Ez ziM!h%dEjV~rx)kjO}`3q7N4^VU48{@pCFUUxHrd2AFwKD%w(wlHXaN8Y;To$r*Y={ z%2i@i-=IpXL2q1I*4<3gyVUsi_2sD{3`*jwd#V-J!x+zihxBAEUBv)xX|(i}CT~?P z`~H6G0H?66BR-WhXfrxX-UbigwPDY zi}XAA`nz{g4^UK#vV;a<&DVk~`|&TlbbNWX;Lq2OAqh6)-~lOAvv|d7Ah*FDZS}7b zs&Tq}t|51BT0=N>VY(DuGRiyY;qiRmfwGN!>H)Il>xR18sqlfXrISJ#>6F?Sfk+e2 zRWAj{rjinkn52p$!G7_%Y1ah7k)@LGTr|4dQ$vXSTu#VYCl>nrRcW2uL>OpmomzI)~dJqaj3B z+N&EmV^WWbjZ%mw@Q_beSSVfbhwy>(ih;?JnjV(L^aFVw$h!g+)FbK0&rsJ8`KK{` zCM!WlUDMD#-I)Hmo?Pm+h*kU^luuYOtSS5U$x#i3Dbgvl;M*{SgQHm>bwm(Bf`XhsK1k(C@813M66=@nZTl0$!)?X{4?MxYS9!pR$ts*Zw?VYe6zA#Id#1heC$-}(B={p^Ij8GJjQUrlKGj$ znGveOG{GJ_-(XL36U;YApG)!{w~b@}i{^u=>tl%pf0$b{jdn^4?3F$x-n5n=q!vZK%LD`Ia_JnJ#T+8&n`nk9FqC3Nz^rLsjXpTB0Tt)?W&zMcuqF+#GyqQi?#Xw3 z;qBprzm~0{=IWnBbLVrzgw&tva5sg&e^DvS85xidpY;*+;x9v1n4h3<4b`%Wq~f{8}O$ zehI&9FG?CcGmz`}OH?gC3{^if`!T8eR%kH&HIlLWkqDe?kP(Lc1!3=JssW^-O>?hR zo}tY@6}v_lgJgAvIi)8m*UXdfwz*3%T0ASwTcGHr7cp8aGqXG~VD&rqY;`)MRj+LS zA_&w&Jj@8w+}Kx*Pl!8{{VJ{+*b;l^ZCu(>WU2(1i5gzEdxo4Jk4diuXxWn)!B=
!?>3!8#VPOOjF>Yxv8j@>f?Q{l47bI4AqM}T1#60;OA~?5d*v@CB`G@>9|oHUlwxeZF{F%Rjb}{d{pgJ_=`jVLp)UrorD4MY?m`9rw5`UC+DKfmvR` z3+TespUaD*x3c5OtudV(3^;X!5$kZq9c-sI%PoQW5(`#P> zO}cK>^IhoTCb+LRGTM21E?wwntyPOrZ?6&g<6#`PJ@e&3Kt zkvz;ze*ga8E6N4vCGFLv8o89p7*%zpkbsD_Z_j@PUQgdztM~9knUr>k+mpsDO2HxrFebqR)W7BascJTBO?%!(l9q`66 z!Cw=o_QUPPKUIrTt$PpN8o30%nN}f?e>Ri6#g%9~9x!FrmWvD+h>H2J0os0exA>Iy zi88qEOt;NH-(-?ydwgo=uDOa!uby%(ci+0|21um8xWyW4$EVqK+t&JRS^udX65I~| zRu75oR2aWS;ceWTrBYL`WQD=Fv|Y2skD9&-C%vBZGugrp-ZoTfp6@iP`m$BmI##{* zabIo2+T#AQ=X+;Ol~gCJI!B%@H@yKJp^VScPo#1i+J>u0&ASPs&MaH3fMgi974*|{ z(Q}|D$e%j6vKK|Zc1`uiU|Te;cNgQ|vG^-#3%pa&(%ZBRXFAk<$y+;UVsnU_ct7_L zv+BE+cCxc|srE?yV)f94*k;YUB%e~`7qicCh?50raUCA=t>crMvy~Ycn1u$b*Wa1{X-DliOYEsbECOUYef{vM0(;-;=Ox#VwEr%-J8zw#I_}wC zdg&@r(tax7(LUQ>5n5N*5Q9i(OUHZ#`S{0v<2PMjrX9J7wb}ZRlu3Xm_|Q&|1ir}` zZ*AjxPzcR8Irn`+C^8KWD92BH+Nlv6Gz0;l_{KcF&N`JMLkcLRy(|N^Hwk8wiFtDI zzV2PELYXvcQN}gBl>)~$ABAEM=3S>iGg0FK4~sCIMGo>nq1x3Vs?T6>?TX~ba-u+dVSs@BJlad}31Ylm?K?~ucToodO-8;9`1*=IW=@bAwM{#)D?;rxCfJvb?) z8A5S_f}glZj^&47lQY39HqI+4YBDDl8YKtFk_WhkoP9w{wVn%x9O*q|{WFtFcVQqi zd6n(8&lSno)z7>=5jSO2g+DsRX>CeZV2Z4l>}M^WPYD5+4T-QK+}7PK{#`6?VlyD= z5|sR|`*s2R_E}>70N%rDxC){jrTeUVGfE)dthAI)m&85u8@;{SQ?;1X&6uDKs{f(A zMxxYCEQqLuB={MSd=eLIP3go;snb(bJNgHA(K@ei22mW!Z?V~P3eRNTYks_0lmr@y z#Q*b`DaNwU$XsFWDF|;AA1aMr<9aU4(|LU7og0Crp~&fPp`4)03B=vN8ilj{K9u#v z?Q7lG?xp+yG1i{%!{e%PG7Y}*p}gSUL-)Fa&t1uk{elojvP8t>%w z?P-PI@Qb-Z8V|q>ZH8`Pb^jbV6=r| zrm`4c4%0rW1fBr{TZ+~)1Cs0=k3XCruaPSAf|XDKKxGVH9iIus?D&L~4Zc;eZeJ2| zuoxD+lgCw_Q)*FElPU<5h3vfWyYt2Y?o=pmvbcdMUC=2IqjBWLu&Z_JSRl??{A*{iMGLf|I8-BbO>rY)bf(RTt0;~wv#nOoL`yK>G&GrOk)z2Y$9(?7gAJU*^S3SEby^!PgTn)n&9X;XFG z4YyaW8HSrb9+(o9vKnNN>8I@=z#50DT#nQQZs8RkdRR3p{X{nZI_)}yu5Q1To)r?7 z3Xsxt2L0eWD&(6^VY{rb)O*`Z#uieEw(Kw{QLR;^gW!HB$Am9bNyL$Me6KxNup(`R zkQF4)jsWdS&p7s;tawBAu+bdqZMO6I0DzXN#Ep`R6V~_nb%&*Dt0qax;>5-(R(>VP zJkRZPm{Yfb{7fP|&keVZ#wV?lZeZ(fH1JYpCxG}>=IGyjvcU!fy43et7W;pc)yIQw zHN0mv-O}G9ZOrAp2e{t;N>R%t%w6$qAN$K9zbYhJAs8wT<=wLA^OLp zQf}{K44>@dp4>+v9@HR^_VFY0E zM`4^^7ih~0t=jr2KoB&19Ln)e@t7(K;$f^2&b!`{`A~|*?|y_gX2asCI<=4UTc43S zGumFNFZdjrf)DEc_Jx36&SXH)^s+bkKA5284-IAc9vKFICH_vH~4$FC1hdFj^+fBkHUnHym4ZeXhxC5H7EvMjZ@K*Eu?;XisW?TgF?{Z#vB{E zMDj`_0U}|}b)xX{&Jn#j@L&ptYte*-V(ZG+Cn^0Nh6@K<6c?C<;X;V^9?^0+Bqw;q zT7?aAflEx&#NP*g9^hJ~{JSWAoGvDV>p(k9fsRudnbUc`{mV%5!w zD)YmXzI}V}bu)|dWFQi`{R!gC4FNak=E-!lZR_pHNP2^IY)z##LFa?-%%#Hoe7p2R zf8qyig-ZP(gH4$z(w2D_x8;b&?5O5qQ)nvY!%h8Nj|gy`8yTnXt@^l z)A`n9e%=Z&i>`55F;@wx`$7OEW?YtR&Ic>gQ%6_c#VA3s{mn^#OQ%La=eJ!E+(p8}^6+`>+c?+H z1nu+gAwCwi>}pdF{4OV*Y3sF4G1F?D5tUZeL2^KH=#f1XV}G*Jb2wyW!~;~ z7p}{K^gM^DnBn^gc-UD=bLvla^xqxC+jWubk4~0a;gGI8>lZUSroj?@S6{GgGKFKA ztfzP2FBVw0Gz6mTRM_fUoXGE{XrzcNe*^roPc>@Gv0z*Nob$L9}Epc0L!K{0H-K-7meODy=GddoPU}#mBV;- zqLAEcMwc*whZl6Fp1``t5F}lwJJ(23|0lY7IW;)_HcGjD(n;-Y&D@}1@SitMSx;2oj_gJ+9Ub0RAER-7=>FmC!ijrovwfG#uCzUHKXNnt z-M|Rb15R8f2F|0qncU_OQVQ$xld6>;8kR*6!NB7`?7$dprC*KuLqT6CZF;AVoYr#c zR|*lmaeVVlVF~~BY-Pn{(AU(7i+2WKCAGblYhyhwbHe8lT^&Dg17lhbw>;s|!yryyuSYnOAFA zo>ILgZPQ!c=G&H1Q|F$3srU{2N@-EzOE;)3=1TE@A&>6UjxrSjNokE|F2v#>ZQ4sN z+OgagHrK1|@rLt6&{D@=?HLFNNTbf8NPaIQE?yF`yaFSd`n<<%A3ur@wllb^##zuHFRAM`jsgf)*1ELDQ;Gzm#LJdCw{E0y=r zz+k}(b%eE!nAMT)A@?6@r^IS@-?}k%4j*`!yE0k@l%BuV2lNmww}C^tBPxeChbs>* zug5S?!gcmkUtF3f4^q;CDRi4bA6Bym&)srW#=irn#3p~)J(yl}yQ*>Xc(LAq~Y1h;6`JC=-Vf-%F5H3J2sgwQ8JsG3H^M-#6Z6BZN z$`C1&kdKV*gX_h)#?4bto7nck%^?|9&%KQrq^-@Le^jgaO7qR(KN@gd54RH^{m=P_ z8Uo6b+&U6B!Z?GS;HW}B93eCu*c(I^4EK9FEA0N*b*zU(kp5Erij^}nVD5(>dk98f z^IM+1(~ead@_=K7VKW+EJ*R;P{841PrTP((yI7C~CHzXs(Wa87@E(>yBt%mF-lLVE zR?o_!9Tvmk2g<+kLOw4k%-l&a_E-0;EQDI24;5|hwca+kd`K39(6}FTD(9!@z~YW- z|H~oP0b$L`gdue54$iHn z-rm(KpG+sY_5HrIxZ4E$^WvDRxFP$>Ghq{&b;$~GxM+9|g0Ei(xe(5$KtIUvpXJT$ z$^tz)=d5bw3yk2;k5)LXbtZRL&QUzBX;M0q;P#5$txuzwK67rhbkF#ujzobZ8<2IV zCE)&fAGvdmoA3jMw_1Z8}Pkc3+39Lv0G;@CiayrEZaQ-?ytkDZIP>guwYOG;9Ru-I>C5mn2i< zh^jK&rsBRi-@dD;6v3ywPF;u2IsN8tH+%`R5~TfXH2+A$lDW!K(`YXImcs^9OHI&# zpavUIpfi0_rjER=f)(*;#Jf)Y6O5^DH35_U9JXYGs^oTW|#L_FBA2m)iR-s@~!sH8$TJ-~zQyGnBXt7TW#S~O(HtV@RE^fWa&QJVP zIpwc&Stp5GzqCsOM0%#%PV%=y*gI@|xUlZ~W@Wr6=xLJjm&Ow6WQTZ^aPKh#l__rn zb}qC79tBV`Yz%>g4)!c!O=3UtuI~u#`4qEXm+!cN1_V?l_(}E2B^#m4bsH7>O6a!U z!gG;+0YtZ8JFH+he4XaKsP7ygccweifh4b(JQd$DmCY0SEq=a^!rb*!4Hz{=Fw+0a zusnyg`MGjqF8?l`T!2(JqM*AFrClv%x9+3??}+vf3p zo^utq?So5b!H>AjJib7g=JKu`-S@*4%VpKYH!oE<-TgaUtjzGNY!A8FPsNTZU}A

zg{Wq)!rrl)fY}QueybT5WD#b=7mJ);Rbc%H8Bm5L6f}O8Di($@bkHSCSd!r zZFkJXxTc%ro{aDXO_507oEtVGU3Gwxq|67D&wE-3b$8c*bp5?^1l3%=wKCP-#*D0j zGqqc;D1#^8HW-*a(n{OE7*g8a?47aV$gBYSCO{P)iSnb(zs&5+a(=qL39B*l8$F?C zxTKK=NGE@+T@m0(q|b)3 z)0k_4Z+!Jvwj>C=oF(DyHC47w`9Ha7Mw2!L4LYBI1V2g^yQ{@1#Arhvy(E8Hu0632 z2$##uKo@fS?a$*4mgHM2%Wb)YcTR|3M9XOY;X%s(N7I=HCH4McJF~K~T(Z*K)4pj| znrSI2Xt`Bp=9ZNUm6eqm8Iq!cm6qmOnQ5tz`!1RL2IWS%fcq|_rU#$GD!B2OyBV5K&Dz&En-TfMi7(11=VjpLu2$Au+OMq?|JN8cG@ zG=n8_#C)kHnD5Y$-N09UVisa93Wd?|MMY}(YBU%Xh)eYR4C>Tp!_H#Igs?!BL6owu z2G2DC9;(~Pd!jMuqwE_gIYX&6rQh+(6iC`=i1Y}dOL0&%NreK12N8-9K|FDmoxgXs z2R~!Vd}eVCcMV@0RbtA3{PlqSz+jsC3s)d)fM3RDrcN(HxH3FI;dpY(M#CcrrBV?K zoTF$MiR4G7{jCDSSdX1PqNMuKA6XF|XxQL1MU}qniYM||g~?6`7Q2CCVSrsU0=Gqs z@clvju}f%J3e8mm!kx%P&~`*4J2$72N$g@3IhZNQujSf0SKYLOf|}bL`ar3w*p3d% zr23Obm{3F~;tdA7T%|s;xr9OgUSWgS)fd(#k2O7ySOGU+S%0fmuphIe4q>c8un-%u za-E{d3hF5YU1*L`Pw~bhHqz$0!n4&Gy0GOhoZ3^tLQfdd=@`V6;a(l3L$3b@p8fB>cf#)C_{yX70I%N- zriTBf#EO>7Kj;v%kSo9Ic}M5IsJo0xUtG9*_Y!dH1k$r2yJ0|I$NAy2ZihYLgZP$4%*cpqv5b9IR2|~@zb4_V2AIr>`UK?oIV`d z@fl&m@j8U4la9~cGcvjwjSRW=-N&95KCC@r-y0il-4YuVAa^-gp1!+%s|j>ZWBZIw zEOwt3VZSy>@_f}!iD(T?9*v>Zd8j@7z;3?PV!d;FgmF^6&Xl~N$Wfb?4R7Zn!R=v> z6serj*hYVieoT@)-^X6ilDp&(m#!nn-kSq{C0-1$eC5K;VtH4S#=urX;#8JYHuL^? z|A|?j9rtijhEnGCWmS0X5vS2uUZ~bRMDQqJ`VgA5&VM}4_G)h!ciP}27sX4+vqf?1 zhBr3~Z8Do8lg1!#?K4#%c4d=8v22rTTxD@RNPESD@dsPXizo>e>wXGshrCbCHYeI| z0e>YIHC^KLx@}Q(AyDm+>Dk!up&zk~$y@TAFT;%xUz-*``?BQB*f7z>7ZCU6kS>C^ zJm1}?9V>*j^SYA9WS#VU@&_DmwIf~RgM8fdWIeQ3tlj15%~#ec2Dq9F7gD#H3MdtS z2>t`)bK@R?yZHNK%}PO0uwAV(tGNHCRYXK2vz753i|^jN_;(jRaTSx64YN=`>GUW-gifFNYSpxm;6U*ZRR95quY{@JVu|=k6WNe4tJJcl9RVcF;kZPJ3k%{(zhpDu>ZTK?_F*&Xs(hQXZ-I7b zFu;u}S9Kd0kD5^-DR-z)ukKzesyTHcpp7?D}R0kUU+*vN;UOR|A zu%B$+Bs%(R;H9=Kxg^v~>Ff0QrTg`qx(}8wqdGN2KdQ1XGrt^b19UTPeF_MD(!Q|a zy)Q-`0XS;Qr9V{4ywxIYOhutenmO0i7-u42cNjq-k0Sr#I7{P$4n%rjsPM{g4=L=a zM#s6IeN#f4MjAYAeJAo9^Zu2$>lxV;85fk4in`YaD5d4CWqzKw$xz?9i^>%OOD(m; zGsZtoC}$%;1&D`ws6B6u%0_}x@=vZFa{XIeGP=*Y%4=OZP9cJN|H{NwD&3v>4@P~I zba&=`;yI{WUBg>DeS@fw>1WS&KI(Ea^WaJtrQPt_cJw#Agl|E8ip@U3fJpCyMt(W> zEIa!Hr_44?cyIphyWr}fzEAYuXFDJciWRfWefEOydPI{g-;L@(EU(ieYu$}u!PeNc z{q;WaZ!-8r#V+#s)?Sk`ta12lEGiAdULV%^tL*wReJ1yzwILgF6}C4Ie?4rM;}^!B z;h1ci@)6XesIUDJEWTQ1(~pUY`T@-;<~|hNf~sR zt$kT<@C;hHfdq|$E>vBWdGznhx^##4~o?!u2sP`BFakAgqQ*F!xl`x*Kcpt!#Ehv+vUtSxNKw#r#-2}H9pCD zdYCOeLOi#u5sk^$lP&JD7SF&^Wg0zMGb>%vv4BDEwHF>fRy_^shuLG+ux*3A24T0C z$dl|TW1x;Bhh13&>HAc385}Q=zPA#!n2S726tm90p*PN1aj%V z;LscI9_IT-+oB_{auHs9sToh-eL(?Ar4gVLE!RG-9Cx4$o+A7why9#SvGlLRpxrgZ z6Oi%42!*R>P41tBjEm_S;I0uK@v)`m!XR`&YB!kZ44%Iv?(8c^V;t)i6^%|2=#*iG z!3l8HDPCVGZEiG`+%Q3ohzG3|fWT$EQ>ikaPb4SVf_KemaA_$Qss8!v&Uq23i(I-p ze*a-aa7stRtpcpXjAFQ3;T42WF?&PLNvfKt$L{qQ;M5I_-;HOk`7JX(bufPd*q0M$ z%sHpJO8VJ~?B?6?(9?v6Q;q>EoZA_&_&R{e?XjNloL=Zf`wWiGulQso!o)i$sPBW(3V23*Rp?g9%Rn!%R%fLRk;1&}&pWk$Q< zFKcZ5I8jAyHW|DfA424~5+BlVdMlUD!z5>?EXSXLDKrPyfQ=603^w6MJ~V^($JysO zi+ier+t`cz;>(;mLoT?cIKi5?Jx^)%jPrZf3#jgSm~~<3C-v=rp2Bf$NY#b! zgf_K}CBxo6>$P`Q{HVp{ytW26eXF-x+-4*43N{rX zUDd2Iosgr5G}SE3Cw#YzpkO2$Gpc7$(`B-II?9yj9b{@^wRj{NgeeljCMsX>vQ8=)%x2z713Bkfcn|Sv^byq`@Q8EF z&8@@guup%fs>_BeHp#qQ{mE(;8zwg+3GAD=Bz1P57*GAmH2K9w5&3>H{|Y;uY@Ez6 z(d2145~=gfbqFA>5RDhGIQ8gP>TJ`YIY3CXJ@_{(bma(T&CBot5i#M5cHCGDCx#B$ zexB`G+f+C7CVrt-Vh)F9YB*TXjETMoCXi;iYN~iKnej?9cv}u=XI!ooy_~h_Q`I%s zth-?fvFsCqhS(|xb#_~xWRHorBeG&Fc$$t8*WjU7Ct1BS!Vht zgIrImuPuh?05^cUaiDSmnz;!i!jr=S{#GGJH`le%l!J2Ei9SlWd@RG{!s51Qf(qA5 zu^nr*8JbBHyzX=IMZ=}&WGA+lT#yfA&;-KzLM{N!1*{kmcA&9+U4^I%2UiXYur0(0 z*lKZ`{%uSthNF!}jt{1R5IpNhH1p0&C-h|w03%Kjc!OZOb1II2D3hAYk$FUr()?hI z{bNC)SOp3f>*~2>bCVNk%S zJ;9)W5V(Of4QgXc2_J;!Srj3*>|sSCh!_N+We&vun}>pS`H5b#q2M5|jd6UMyM`QM z)h+>h&a!h;u_L{3-VnLcQUBB@0UcqhUq&N;HikoUmrC#UD31SVNF5BC!L+~FHsY!Vd@ zHpQ;=jo}mDh_6lSUKTmISRr(zSPXp$B4TQa$_yMmfJP$luS=dz;qqrKeK1_sEf>c_4`Nk;t&$ zjLNeYY0&Gx8QoT!Qn9dIF+;@n@3A1`yb8NFQ^ZF=1Ec#{=zYbmaunv;Q5^b99+23&YpnW4E_P##@iu_5>^51kUW6?vc6dPxkL6*a#0G~r#b}aM zPb#cY#)ceO)cAUl!agc^95s7lfBxiq=9czycc+ccG;_@IvPQ3>u@vPiaIJQ?Z2OBS4~A%}y}jF#%HL zxr|z>F!>ED%C}Jz&0GEi5_!Wgt`YmSXcf*jxVZRDAuKQtH)U5 z&ZIc)kt!SbiGGB?_K5iC(_+Imbw8r*m(Zu>1^44;$;wp5ZFxcURjxtuqC=Aww;}Wr z{bjle*=7j?*)Nj)fArJzB$#@q`OTBJ#$|HK_5!>Dz5Ye07M>WtX;x<&oaBG+Ku*E? z!2I6}@6(U0V~O3+K4?10B*yKN`zZiL>*ERI{46biBfq5yB8sSZNaAo2vK)axh$^;d z`8&66>kem}%e);lWO^qwD_k#8HUw~HHM(-by9Qzr=oOyB75K3lpq}zsddoHpz||=Z6hHZ>8Ug%B&&I&);RtMrDum)%K~l(1@kPpGJ;M(4$mrqQXE`{=cj8{qTfkg^$* zdRb$O2=Tb6^KW~18ad+G9wy+47a7-PyxLj6iBIXwSRx;piy}vm7F*riQHU1l*!rKN zr)QpYg1?e2s~UrPRM;iM#-N6<9+jGemZkU_HrF8m8t$Y4{}S}1;~R&je7c#Im>8mZ z#o*DsEsiXaUEjaS8C^J3ZLAKcDm!3ni=IE3ekR;0q*73P2 z`;1yKC*}vc+sU=APN{sK4#dfb6rPA9A$0{-U)T0sHX_&$E-@4yZ>&*`nd<)4tc66U zDh-7})}LdDr*T13Uk6GH^pdEZuN?{_HcR@Gz|5~}O$FutJ(sHV#RS#V0?|S&vwf#s z-Sf%7_yonN)#uay@!%6t&mTOu{_((I{w2*pL~(jX14WKj5{Iv2H=Ut3fa!J%83ZuV^}C^60T&2|(;$jDgN-#qhR$5F1A>L&Kaf^JhqJ zW#~igcLfz8MWVwph+$GFf-QbaIZ*ZUymhoJ?NqMIY!>vH#vs4`eMY+WVhnde1|f>mCYvwK zdChU6NdEO!+(YJN%;zyotrtb{?b+(TK!f(`yTt#+g40k_$PZq`HA>kTByeVZo>2<& zSLKCe^>>Z%6>`hb7wD#N>|QC$`N-OdWaUEI}JVKHh)GI&-@hpGCG6y1Ea~?bV}oIg7qm318LPLTB&;TkPY{6R! zEpF6j8qitIj-7Lq7YXDQ7fW*(Nk2F7%Pw$zW*gs&#{TZm;!!_kVA;T$BD0l-M<7-=j;({TNVvs`Fmpd$9DsJ z*o%>JW|D@A6g?7Lyh3(@i+3+y_Nl}IC1!ngwQ`tZR$WVTezR58blFZbNH!kya`kZ~ z9{Fi;%4N<)IR&RIu=#XYSKs~(=) z5=%r@Rzo!=8A1B$#uGs`vf)$y_Cxr+$vli(L~0jPCs}A(A>7JoF0tq}N3&a6{WNIG z%gXMhD56@Fh}g?H5*djOnx1oY zvW{5!BM)MG{DqPg^-ya(fsJ6x77cy+gUAJR6j~OXKz#wR%{(dLAQ%_xWLeHGraK`> zDwfP!A#&L5&LMJ4S(x8iWjMnxa_JSQ-TDa#9D&{J}XS&vvvxqNKEfRvZ%N#!}Mqa?@iX+ zWi*stMkqaeJ?3u$d}o^Q=r>EN#YVfI@G$3ZeAl16;eDZzO{RYvG`GCX{|bv0uFJwC zX|>3oAd}sT{;SS>saAaC9#ch?T~pHK+ex`r&9b%9V#H04id^`Q7Q#-k+W@;wyh+2O z%Js==uCFLPBS-Z)6}}A5Pg$oP=rch`Zk)5cGY#2OR45_A2AF=+V7N7h&^er)LzC}c za^6Wv5|(wgW1SRt49Umx|LP8h1pgEm9sdT_*)cR|Gw+edJifEJ?wZV)=tP%q*iYcb z?VkW+oxi|9xG2xK zph@f3y+^*#b3%^cDW*}$A*8aU#rtTgL9$Ur=COc*W3yX3ojv53OT1Y2W91;9SLr&v zS{vf^^V5n=Pn%2~6PqQmFkWzY0nw@!IzS4Ad z$}@*i_^&CSHfSzS*&7S+CLYejU^6W--3y6|y zJwWJ#9=Mo8Oa9uP&~&TEVseog=*w&I?m)ARs1TNPi}=)#KLmUT zw3?D#zelU~>*2V_F>%S*QIiGLB}G^Jzl?BWv4UNrDpK;^2;$Dw$o+8u+|yCcO42wZ z+?N;jsE3n#*O1S--UBz%TF6vZ8BCkIx58gDWH^hp!3w@3f`)X)ej=Tt8SHToNBq#?o#xPXlWE~us-8cY_)CGWoCRawEjlw2X2Ea_Qw$yNhtF*KC3dT-vdjCo

1>zI5dNKgdw09&8sNFg(G79xg9+3w9l*mxfEaC8jzKuYEo5_wV0D|0oo z`v6InuG8%2RgM<>Vl`(2->)Ldf?7G;f<1ha#SGK)7>l}p4}bdj3?io-O9u7xFSl|h z|GVoQevBu&x(C*Oawe0Oa)yiydn$^Csl9)Ok-3^q{uUiRn-tA%GVhPLR9(m3x@#t` zG8SrP8|+oU;*(0sKg^zRY4N!<7Ne-ZTV_X_g=)|6$6KSZKA-y191c)TvN31( z2!0r6Tc+t`wmDy%K3?K_s};WS^rH7e_d0i;@X7FeZgit(+B1znHhMR8jgoCGGKTdRq)3K-6@H5>&H`Kh>j%+5Rs;5w^8}9z)!SppT+xyna zA11VH)E2Oj|00RkpoK?{bXS7dY`z^}rSu_SC0T`ykfXfZo}y45rFtj=WuwU#hNPp#J#`9ysQQo`>*1sgF;OEJ<6?d9rK;~MK0_8gjY4mKAE~8 zQrMjSn$<*q{A~JZ2gvdP(?xd?dQRD1wU7X#iK zLMDN)JY*7qFvwrQgDb|32CF1Yr$?jZnXRq(&`q{{U{es-ghWoHH%UF^=Of>a9dEXZ zc)T{-Fx0vcdHj@J} z9saFoDM0dOT4EDQo=mQTpiM*izwZSCJe)|(>vt~n!T|TgUXm{@zwvFah_#S$k9}#x z(Dcprg&CsuD}{^M?LQJtnzaZ;5&tCD<|+$mpu4-Cn*8)6vtMu6r+mpn10<7Rnxh3U*Yhl(3Ky#I7WWJ%I zr1X@m>Ei=m`D?{8eh=Muv2fN}A2xA^Wsz>NuV5vrA5Y#6yS~;Q^Vq(_)B2Z@B=KJ@ z2xxD`?<- zDC;`wcoG5Q@?6PG*$&a3*>~rj?p#)zq=wS__04BIn5mhDywU)*{d(sCZ8&z*6EoLs z|50PD_rIOzphdY#OLv<$Z(q7D!|1*ck{cUx5T^b{Xt###U*v!JiH?^|RI}E2cLA%| z*$440o~-}bWPPzSx5|t5-U0iZD!Vq{cS!-xI7YL0w!Z%-MkVy>ki-V61x6^{8^S0U`!=6Ox z|DOymt0Y5s@s8<+%UZ^~!(JQivh<>!hoGmq5h_{Di7Pf-yxFYcIgO5{i`(d-E4-hI$eutP z$|CmHF8kP{EzD6Uft?vCDX5ibX|_h09PfdgU*Ae(Ef+*{pT4H({4Olw&PYZ9tCRW! z4}+_ZAOZ?1GT=^`XEb8pIb=3}A1q539-b!~2L0D>|1l!)f=AAlue6}$O(@wh9rx5$ zgVFDl6A|Ru8sQt>x)HlP1U08jT>~FJ)>9|FXyP3Hsz^|JfOzQBpcQf3nuBHpn4 zj#5tjYcc=RrcbLgf5!NspV2P2K%Jh#>D&dKc=D7nvlU*1RvO7E2nTR{SdGbMNGk+K zrw1c*EI`)WN;T#{Em$qbMs*su7Uh=u2^3zeJxf&_TlAM2pj z1v^8w?gHmzyTOwc@A(!FD$_rcJ6Jxda>*%DRCI#5aQh+7>Dw2^6;tcqCXDvH<7e|`l zIma2)nE;4lq=;~g4D9Dx6E>232n$=egbhh&W{nAq-pl8iGNI1lS2fm$W0(*7(sCj! zqCm)x;+L6tUL?rkLL%4Cy#%ShtdLq`I5}gk&UR_7oT}(PUXe}MAlzjwKl1|tKW-)c zx!FRjeNZww0>D77)}Yt&%z+&(|#+3qj0JuhmLdybO;?I)ikr>krdS92Qvh3Ge? z$M`6kX5<>=M5S$yT%@|BeQWx!z2Ot5MSK$)_dmkDz0!jx2iMA$2QQeP1TggcprPkD z@$1XOiw>W_81dLuE~co(X=v(J8(`Fh!CqWfTNh~f@kfsP@o&E7nE453vbbmpw)da& zCvXQL0&pC4dWh=n7f!fAFre`lfjmF+#*;Q7=EY=vzi|9hLJPhU2Vf4iEQ%1UW^}!b zX@*YD)~Y7Y^fw&zd?|2jWWf^XxEZ)k79u&q-rI&tD zjBsY%T*3!Dv^@y5C7kWCM8aw*-v3%`2^%WT*b`l8m~Y9YgssZxIy#0q!uSu!Bu|Em z*Kzp0B*LwZ43QgqWOTThYgmU1SCiyk`)Iu;+vNz;{o^s!6M}#+)N+@9#8gwPo|7~OQ{(W1+r>U z77$jg!Mh0sRR+0-v9rBSVS4F!WcVK<5<<2Xt6+?R5kr$+!q$vrQ5r99y%$3jDg0a8 zK?E-MQV5|;hSAV+nF)CF&t#?rk&B%3Qf%RN{1@!i&W|sG$cG(Zx47Go^r02qL++n2 zv0uR*LpAAJiqMLaq=<_{ne|sd6$cpSJ`8&fL2Y}9{@Ug-MO;^{vn_G!rF5+(-2MB4 z2*iDE^D8oBw&8(RDNa`{H9jEn%Dc^{ajOq*p7?<*?Gfb69Nb?A zI2_}yHJDOlHg({ZIwbKF*j;-tP1ifN#INQz?R1HTE!T$qoA=#p&0PmY%QQOoqd~WX zl(Tg@l^ORHb53hA<%!*hQ_jMdBEYS9Xo2lUmTp(w6DZb9EQ=)%X+L!i_iFpSRVEK> z%7UIxDzmhmCLKGgA@;>}$5-8$(+Tjn}THWcogsYfxEjoSV0~?<4 zd&AzD%+A@UJwHW$yHz`%nZp`C41D+1ep!oN`XaMQjS`55PukZK0}>sRb69#;L^;?& zo8=Hj$B3->H(exD$R7=??4>Sy>2%?w@0rKwX1$BE{sdW$EjQTfJ2*@jTgRH$hAk&9 zPieHDXKdgPQ(lc>Wi8_z({i>b*8|9>HSnKBPWLi&VgREb#&}!MS%vu&aOVgZAIex8 zW374zgpU@FZR8AAQfICPz|2)9r_8zmHod9nd!>`aOu9!!(@$8=#%^bxFmWq(prHt8 z^ND0b_4$PMNmv#I*(@t60z|g!@OR>W{Eq))+e zN&)Auj2{LjIKZZ7+#L9W|Z!_-0eG;#|=%% zquRQ8XB_Xv*$jIRp-$_`I=-VP<*`2$fesAUJ-Yn+!pABz zHT)5k+g<0YoV%(Fdn~fP#3;s*5s||O&ME9?-=^jtdRVJQ{4>}9;zx)d%O3EBEBr>W zNe@xM=U2`A{F$U?9nz>X!au4J;WrzTpCuMYR3MtF*4_XUL9u6Q%WL!RI?XxtGA=Lr zZox0nW`&(g$ihO|bHewLK)tTb>A#gVF?2>-jk=Ox{N-1JBY_Pc(-J@U`X?(r4tT7R zeD?ewxZiAP=Zad6Wq9vR9L=GoQzaRHI40S{;#+q2j=APPeh}D<%I z8Oy}OD@8ZU&3hk3l6GIaCH_!w?rHMgeOSVxq>MqAmrN3Od9onLP8xc%xw24juVBRS zOa&Ol|IP3GvH4VOL5Xp&{czONVe7yHunL>`Jzj%;qw_XdmVZpkO`8KhuJ0OA?}zJz z-W@~P{psAZVKiEgcmO{G>-f^0}69$)$w;vJ~cO&ONqqxkBL~U?*VhKiJ02oh6QPUYGZe|d>8T% z=7&c0=R`kb_HDWGSI)iok$Ca8P9D?D*JDy{UzKFkoEB1jHkJHy%>2RnxL|@JJy#Hq z-=%Tpwz9c~@olAC*&}Got^9cto)?Ocg=y3<{F;!GtW1oUtX?hJFfYJqr0L^Exz~=w z6zC@b@*^_O7o1Ki_Pk%ciV;59I-X0csOrRD-Bff-JIns{-yHP#YPT83y@MH3$*AbA zgB)?}l+**z_8|Aq%$-9(@Ni|M)xWC7{?95NZK2Of zJl$Q(0xdGr(xhq)XNJY0M-~*_|L?f~iHD9tdpMGvS2kS9l_*(d|C$Nxk5_AoDH5@u zr;F(vyCnGIrS!VvX7;XlkVJOO!z5(iRSM*3b@joQi*?V+M_Wz1cJz1F7kPC3`yb$A z@g|;-WS01BsS1_EUZND03X_CqemZMNCgL9I6V>uyQYsohqHSmv)(ImZc8r)`t77q@ zXjXM$4DjU$(v@2U7r`858>LXVnCOZ*$fCj)Z*Ge0U^ul@B%!)ZK^8Sq)Z)|3}oiz1hpEflFYeZsehec?{9pd?T|n6Kt0dbOHj(SgRm zlElmjtlKx9h6yr2ax1cB5=hPD$ww12Q`F*Dc-bFmtLTg!@p; z41nlSF5#psL55m@^_dgHKZxtbYuK+6IB0)iIZd9yN?}2;ti~ z!J;gi<7iKA%ojH13XA`J8SO%uRXp4(GRAuDCx+XdCPs{~dz{k!w)R^vncoY+#_M0T zQ9;J%g!luaJ%fc`!wDI9i@C?t@erplT76C7HPpHVV-O`E5vnSdYrs-YEw9qWB^%)p z41A7inZ;`G1JV!8+)A!ML5ni{K#k$F@-#mIPmh2^aiS%;JN*QNhi%gbh~eBO>w$2B8y5n}OwycWjt^in-i*WZKLIA4-}m2<6=?n@z8< zz{7bLn<>DEg7uWYa0YsLo`Mp7{s%~N1;SDb%w8@wal0rH^Uzm*;_%Pb=^-2(KF&lp17vHO@MDU_Ia@dyjAu(Z~W3QC?_ppGN*NFd8-=nagUp%pP9? zn3y<(c)BUdVLvQWG2;^i=yaYaEXeoi>ka-q;&5Nt=xa-NQN$KRv=xXSmsA;3_*a3{&QQpSp&rRIud z>h|d<$&oqK%dm2l>jrlvI8uRp3_~`Q6ecl;(KxfROF~dxDV#p`Hxp_6w^>%UNI{M> zdsu=wuJ;#yVTy8FswX_-CGUx1A8|s;V$?{2A)mFK=alvmzLK-q^gnlX7+w84F-(s{ z;(4K8g0@{GYi_kbeqtG7@3qQxkErd0mR}P5<7dA??Deph#Nc94%%ZC1))5$l;a`?2_H~mgs zCtpdDU+2!DHq&`T^K1n04j3o@JyMuW?AXC7uFFTCkU-oo306>9^-)&*9yu#XxGX0y z(*B#7k==YlX1cu3`;a!xb2t_$v4&g~<5vEn6Ib_$^JJ~$k|UKX-~>~H-QpQ`CCzRs z_leSsie|8+7WS*%ZxP0>eWway*)wVC;qkvF3Vo@ zkX8DC=GkqIMcMUK#U%83N@}lI?yrf|*5;|$AXHSGlaI$~*Z?zBPLf2y!q0Y_UMIB| z_QoO~l@sgEwfaq}WXJm@ERGWFdM?N@O6Bdu+1?hkQI1oS@{F|RO8#`h>X(%XT#USM z+8VxCZ1!qXxGfsYash?WRa;;ySUZ*nxWmYbt5PJ;J~S#f3{RJbp1VR(E5_k+*!V?8 zq=(qlH)*;oeNV>mJ%KcY6rF9w6et^x7L>?{3}@BNdSe0GbI7v^hZqn$mV7K1=t*ye zw1@xZ58V18k2Ufz+h#~~b;H0*6k;1P^s)-CgcOT0ETAjyz`=xc#m8oh2<@$q55dhh zDV}Apv=UUe8~(un@p*^jtWc_z=%F+dqRESVL%_KZ%iSzarc#2nS9CNZPJ2@v(^hU= zPWzT>TmO3ueR;$_>#RjQp6b1C7c_Wznv9cj`H+t51%#5ip=7f zxC*k0w;q%T>DDatDe6gwwZQiTtDgA%ageCl$s!Ob4`!kg6ggIATB{T!B5MI(*4MqR z$BR7R5{8@$o8l03&kfwmdd|yqYtMYk)!*zQEjg^jdibS{2T8OP?deymzH*=%NA`4q zaIykBUV$9X4qNWyX|6mlw`T2^g9a3?@0`WrToIMsu?=+&?CopnHJ)Zu<5pS#Ljz9mz;$hT_ReK&~lXUs-=VjVmn{ro3r=q7BO#IzL(i3g>XuVpfsda566JT z_o5nm2-x|-J6nlZw`ti$Rq&fd&zOs>M94uW)W{##W_Sq%%hLr5UbM&ZXX{G%AvDqU zj&O^1INZf-%ZGSK4`TUb+O>=GSbXBc@mh$LtFcHVDVC3Tw|*<9F-;e&m{1?%^?v1w zb*BG=qr7?B<;YuRxO?p_n_qdfM%D{!3hqHW$6a#;QfHlMP{(dC?;2HGmb^!JnQjzf zoyka5<{JY8MOrk`HkHlZW9_LR>$1EfX6jv7QXC|bg zlV9}-eB;FE+t;h~!$}CzMfz)TWF+j>Z^~SfaJ7DR$BdIEZ)ZDyT_Fjv9=*QnMg-&U z7)4Xu>)blh4*YxB9=tPqP^SiRa$cc5+`}J_44gB?p`JHVOnGC2C9dW`safm@sUJUa zQdUikuhh;tnx)Fmu3A5oy{VNaD;E}djlE+=+`MQm4Ic64F6T2@Bf^%NNXY!5vdu^< zaVJ{*#kz$hBCB$v-<6DA=Dde_G~iH>&pub5TvbF!{m79Dirr#nZYtxEJ^I}ZRSbal z`z9W%!dM(tP(?g{O|b0mCzH<10#Dh&!@B!D3d}a>###PfdHUB72MiEIx5#FCDDKLc z_3+?M4l0-U-(}7pvq&+5XtZByp#)8#Wis>HjOP)rcr(7s%y+pAF)yvuL5-o(ttx;t zj5wx|2J%zflaQaY8^zgC`X}7gdEb^1;`3(A(@!!cbnfXcXl*VzU>N>9Z!U0vUq~Yp z5291BS-ju=WI+_x;=_1{;#JIxtHL0ed!le4{U&};ksd}n(PKoC zN)So?-{5F^`2VGo5*6%!e^9ur`@zd4@A-+*1J7f<^!^?Ecr1BkccOiRh5Ffp1()R; zQnWsF_Y<%~*sU$3(!%d|J^Kzcyj9hKj+is(XreDNJd(q!U{{17I8On~*{@6xo>Ryt z!vgbP6JYH5rH6Cxzl0Pg*4D0ljkW3Lf16_3Sn@=w@TlFSFrSi` ztgi0)pr~@`>sLX{k+q+Si8!xY@E7%!J?#x@BsY-V5k^&{LN(!-FS<3KS*RqX{%7b* zh3QXszYxpwgJQo%?-1MQ(CF29l~YQd4+3iqeTIU3YiWj_#7HoE^QWoA9wV9B*FA>n zv^5`@P!7-O8u8o;Jm6VA+^(ra`R1WtX8MY_}&`e?&X=ETRtH=?=AaP)&Hrze^(Jj&v$jx;nFrXIWO0IW-` z{Nn`ct_~WD2|Nf1k70+m-vz^-k2!g((wge5v&3|rNu3R7ddvkG*v^~^&GkJ}-gE%_&c#doNtAA4QMx-lOsyxA(^vTC+b51t~d-lp&;sDf6#boStZVlP6MCVcW zd3g7u2c_mCo8P=mZ;ZY&g4&VJT;nT40!%f-@sk6NpDWW2J$k)vc>%U-#)zThv{5Zx zEj&03D`^9LUHEOH#*>c~rdLD|&b;vdKP%JmS$E?2u^8b zNv7p2rInVI8KR;BR+hd^rOBZjFwH3ka-N|$_UKO3 zERmD=RW>$EJSCX0K?h)fTtlC2T?B~6a z#WsY|&lo`B4~SA0+T8cJMb_3~!j!o-`mCOBw>8b`2L!qL;@X$J?T>WeU04&MLjxan}OAyCy~#?G84mYw69 z+o=WmsG6U*X(z5{0k((^uc4du%f8QKM)ls+ChLp*lRJbZ!A15x^Q@oyTI;U|V?IJk zoxKqC1L9$Q(ZjbL^?&OJJm()n59%`p98j( zX=?skUZw+?!F-}XnwY)A6m%!uT#KImFIW=&(>N|7dbaLM(b$8F2ioezIk!6R_A!VHK%Gv(A)Z(R?jg zRAQq-pq4WG{qL;}h)+OKsB|KKJAvduDIl?goqiYsC%+s%etMA27tN;*ktXzZ!_5(F z5R}vJPGwD1DtKd<<>`woU{Q<^KoDGxJ4FIzoo+8EqX5YkhC)n9@2!e}oRu?FMutyz zovN^;V;6$qjUbhVUu}2wK>yrJGxH%HjWZ=UK^otsjzd{h_UJB-DSK5ozg-cVL5z}8 z{AtlWlkj+UHk=?F1rC;Ce?U>7vA_|@MnZ!D@PtDd0PPZBUqgVek#v+zsbU+&i!xTx z7lxno%w3zyzx0(x+&LRLym_9uO@>~)dx_L8Bbv^S7JKU45C?9_=&0T}RE_y+Rz2Kc zu`w$$a&tnU_&q=(&mJC_#^`*RM_7CEg0bO~EX01nAiQ7W-x6Qt!Z|oM8 zM4Lqo2RvB%{V5uWO<8@d{0RGROUdwhG#at{QPzoGF=8%4kvEYo4%#*wm|iVCcw?gf z$@<}Jw$?T`HX@n&w!L3PjJfy|$xe91er;saT{QoyAzl5dJ@`eZs{HuOiwMw;A`#wt z5r;i89y?#qx}WZIK))Z=Vbcbxso5EQh;!y2)bd~8x${zBzp2MvPu?%uYdc}N_WScI zNt4GiPOA@YHT&Sf&jzg0DIkr7?6_P8dY_uu@X-0ES#(e9%qwW!nSb@m=Hs%gLezsJf zyC0(%1B+f#Qxr#BViDx$jCE~R$M3cVI}Q{2IaCJ&RU3d)Gr-o45(2#Y3oO89_G}iW z$Phd9!Q{ab8`MU_AcNS9SXUQUMM>B-GkpaBu6T}1=u={ZzKZrEd=!JqaWD!$k$9^Y$(sP+}QE~K&kC~>0P4TjJbGmv_{{O)vshu8mq z5t*C`v7x95-5FIIS1-L@PNKGPO%(-md!5PNDsXCA!xpDhUEl5}{(j6`H#)^T|9ejv z_M5pI(urKGOA`6+n!1|sfX?9yUMCb<9x%<1<@#-e8=gV zVVAt0EPb;uBzFLB$EGx_tTjOMleHzx+{H!u2_ibt<#1{TevU5pu6E-><9Vw29*&q( zH)WQGAta%)@N+O%U*;UV)%)yCk|gEJLlxyVccV$<;-xf--Bzk;qB3)XE$!)2^Wm+S zZMNX?)FrR6Qy+t>F3%c+bO*d+W0u2!xmgV3l48W-+mj&pAqbv7h!JzwC0jYmA>SjO z_MCB>Qr;>SzK`LcuH>-iJaD$w2#xnkn5n@Sv{q^ls7)8bZpxgEe2WDVVM=1q-B*1o z-rq8$vAKe)&Pm(T;qS;!DG7enU^lEK{rf6OfM`0xC7vD2wQM?zVU85g&WiG z{{0dpCG)3r*D9ihc}j0mu-g_4fHB+~q~aLTNqf=HYtTJM2@ciW+XnqFe@AvOw$eO@ z4rQdPS1ACdRfH~=a~W`ugCq{r@iGjixB;u{y?B1M@}@QJW!0kNG^Svc;K;>h^uWUo zK~xtUXVW9!Q6SSW*hlI5k!G+ z`;QCL{C7;$;g8^qYntEQ@Q*LB;@vVHm8r7ohd%+FmG0Yl&Ji^DT*jLzNqhd9g}N=_ z>45@;D8nRJ4HQj zO>?pA9SQ%*&0kTx@jK$fY(wNbVx;rHT_cMEbUcT2E*{!{RS<58in0{pt^o1Cm8Dnb z@z*~)2bOZYKZs;MN;U7!Y;EB@Ji^ zE_00!Sg4*3kw4s#rnEo8rgT4&-ZtX)Z&T~)-NAP|cjxs?DgzB;C6O++vdKKxa>Cpnn=d(X83x2XtdE4P~^hztb0|9R&uwgSXun z5o&YBHVD~CJswI^J~P^c5e>+kcZb=~r857Iw}`HDoZi<4_kMh>Ah*utO~=uX8awUt z`fi-Jwkl~EFo1-@S3Pd8kJKl^cov5=e zxDUY_QfkMIx6GgZTcXvKkQmVwA*%tcy`IcURA-L7O{gZGXBr!KA6c7n)1!BZp~R+9 z6UOi06CQfdM|1q!jlky;>&0cq=2jD7@r%or+iP{h|Gn|4{A$i8`a~5k1_rj!$JB$W zHiewL<99D5>?~=SbEvsNJ$IZO(rAxn239@5&}eG|>mSc7_BY5TK7Zyw(!77aHt15< z$2Qqy-YPUlq&3L-N**Ckw#x?G4AZ*VIruv=`?V%&u$eem z3Ufzim52)Vf~4gI^6S;VC4+xc8r~{AeWCB1SbKe)OK~YR?lPIr?|(MePTetmGk-a@ z!dvs}C+y(VuE7FZk-n3du{ZMcZ*I3nsgWy6|IFD1&b`P-jLinSpHe;cTY1hft`73= z>gaC@dhfHec_h5uv=@?_Tt5*t82lvocg2|N@d2djQTWT<{9Ud5gdv%QW&h)6QieW1 z=3i~)m8{l!MR@3oOHYS3g?bcU^9V|w+HyHF{cBLe{h~&X2(R1-;x);zx@y{z@hs;= zUsq`EsNe5U!M%dz#^4hl7O#>f&SGmKmb*a-%3)2l5dW$#@a|#~iCgE2y~N{N(aEv* zH6?F*zZVHBqmZ^D*wL`2=~!^ol9dXbat?6@Vs39Sc^=OOkNE7;0H}-2|ba20A(~E?V7aw?5AE_6!+AGAyU#~Wje(Eron;z8d>Mw zm>$sJ3tW;=8=Y{9qKxERM~4I!2whA4RZfd0CxR$jxJLg(Qk&La6~Gp| zoI%YY2pWU~ISI$?Jmus61e#U=e(}$g5X+cjJOTw3b;hLLEbpYYKUh%jTZB) zy%7dCuq-()D2~*peS^?wk`31fnFLwQt`KCzG}~Z==B!vh8}V?53E|;36F%?|)vpX3 zxB(6S?03SAS&Dv zmvmk0rEIr!tBk03(;&(>+jP$o#LV;t;{CoaII8??!JBBtr@m;U|Ldva{Yb0M_q=x6 zi)d_w4^_qxY%DhqCT<#7u8GEus(qm@42f@k6^QGZk=lO+42K1g{oGU>RC?y`y6D7T zQ~IY@5oU)zv8f8~wZi?xM(8cu4XY&z!sC{ z&I;XGRBLX-%(wqpkHTjmgMib5TIF)2JGKoLSTpz7dRzU=)&A72wM~$<-CAm6!xT)u zLaFbmz(IEPF`n<|UD;iMOSrDp_8d|GQ>tKhDxk3h^%afkgSW(lo$hRvj}xla-5o2h z7;jQl!k(|xy7LzXXhF{hDE9j?08;l^k8|EidOwsui&RAItR`L|#J2l?5@K>74X=a( zvw!PCk6}%~1ry?PD2E7tITHKXp8Fs%F2Vvfh0bwoSszTCr3sZ7_kYBRnNxAX=2O1S z#Q#kAWr>BJih@ms{IAMvStaVUc2v)CATIGWg{3p2-m)H`5}Z{1pGoX*`#<)SI83o~ z3pz9wN;b;TYP9EihFO4Zv5~f&I8f`(siqxMUZMD`F#OcUkAPDRGhqJap-K=T4m+zJ zEa6_miUP$?lvtWh1)3rC}xu(ilvb@9Hw$qu^o==}ix; z;Lt$V=vL86{Z;}JYn?fCq3~tHRrIIO^i;u(>jGW+F!X z5a66&%Vyah%;4)NH-isCVxjN9fI1yVV)x9Vw<|9qZ+}NO9==KTDdr99&IeKt4LG2` z3zGxE>dMS}&fk%}f${Y57#`Z-rgZHJjy;5FOeSAkpgOE!-@yw-M?Mn!V|e2QCaby- zf|g4LEI@42u=wd+L+SfId)54bA9+VngQssdd**Q;q`OEip-IfNs|fF_S=5F+NbSyx z?-}2YG9s-mjzcq6ysoD8fpnZR$yXQs09fMj+mg0|C>r72V;@IHf#l>ls_e&(xudAl zuxW_bn?AmS^CA-6ZdTIE@wqh0J`0>$c*#@_<~SNFen+m{R5U?w&VpTC_yJt!X*hU< zaFs!rLnG!y&)WMZ-(lth+L2w$?|8(;G$}Hpo0r5PCehgswV8qltnSjK3^NFq&`jRpOY^?p7P_ryL)B-z*0 zi6qjdUV8wil#QQ~Go)B{o&Y)~tTfP4i!|3{Rap@jEk460VTuSV8>jd|idber6n7YF z$)!lfs2l8Q(Iy5@mnfK|hz7W5-)wl+W+&sNmZ;EqifppKB02RB5kn(lc0Ps#J?UY{ zCLz^Z1X?YB_RY@{_^1_T%}Tf;wmTA}^N#rX zvrZgmYaGqn&UE#;Q#<@M9Re<8wH=X^Cvk2y^=CYelBR2GI=W=(nhH@BA;zucLD9Mr z+yzutnORo|#I>`JSNZRmsU!Kfd6vz^>P1MYF`~iqFJNuDC*7V`o0lYxdR~TD7%?6; z6N+FBWnMy@kMPgzh}3E=DwkW~6fs&TZ2ly^-)E*0PqaoCz3R5&7H<<2So46C0AoE6 zF+fWEl`0+N{eDMWNW$D}Ty3^7`|}a9@XE)>RU;@sY^*67Y8+$4u1Fu2I?s*xBl~bZ zW=on3n|~w5y9P&(DioMlbyDDYR7@Yhu#~Q0z4EM>|`I zf|i-`T75~+F#C+rdixOTswsU()}pQnVlJ6=&C+#GwV9sq`*TQ*@BP8hN0CQJH6(3T z6D>|9aBjG_K}irlFFkI?wFc~iHZ)1UpWXDn`-d70YyCDq<^mLrYGQEAXwa}eN2|4Ky{tbSA8$U?(SYn)tG z+N)*M*c{BOut+v%3NjP@kghIF-*sr?_>6wMvnw4Wr=YRncMxgC+(h_n+quRLpCvWX z1*4k#JpfEuGSOdGXx;1c7l};$^o$YF>D}iX+H|9eq8Vw0o=v7U@vcYtwEIs8_mTzr zjoz@_JbxU_dzj{S`^V2=#F-BQIXQL4Na78epb@9}S=666bA9}#-S!`xztcM7TXq=F zgqRRyu)bSBt{HYmpt-l%d;Q$K0-_jQnz;r0E-QfH*Rp8I(0nz~1D4B*h2PuDB1%)i z8r)dnDCkKz`Vz$&6E`r}S=9KpKsi00KRXsB^ zD|xwS#@HOo>-AhEF;DtDOK|V~fU!w9Q<^P#*i>D!Bp(M&Tl}K+!gQb`AQlC+V>|`o z*c&!~#2dyl++s01s^CZpv!1TO+<5%n#?8I4lwUqQ?$!4JKD$h4%@@+b7wHoRBO{}4 zx#L^jb)QtIAnce{u|;%Uk(~M`4WGW3~ig7J6Yh!X692LSPBThnwqVPuIS@JY@Pdnfj}*|JK}%iWO7$;H(@I`0J$n z_KC1OLYT@hKf$6l|5AEcRM(aDuLsUZhWCo@UyBCRC+fs@ALoYDJrJ7wtxx1e59tsOgZMa9TAfq0+_1wdKHYTS_Jn<10{uuTC$wV9@EjJ7boVz(7`l^Bb@rNR{9|J| zJBvw;aLWe%6Expc(XU;(7>JQ`u=`8}H9GCBw$L`EckIv7{Z!1O>UBi!8e=wt=(Sqi zrOyyupGFsSVCy>a9){^bBfYzcLEfw12>;j@QX3$*V@CbGhLY)z%bpYlDK>=sBkN^G z7s7gODb-aNeXIjwN3>T9V^*&IeN1|qmY%f&o+UZxi#WGirK$q-<<*H-j*FMS;PzY& zAi_^B<|U*at_s-Ts}ISz0hPYX#vBzkIX*QjPQT%$elWoG$0m;K0jf54_=uG_x-e1^ zQ}ep}?tNQzxpKytUgU>;^fRJ{`HK}$%lUNenE}Z`5$(xA-ebtGb;8BRS&Tz-4C;k$ zE8SmBdk$8!52_R#L_Hb|$BX}5d`y<@#Xr;?)wOI9IlhUg&qZ3c%z^$7m@&>M*N<0Y zoVZ}%{3jRI$}^1<$oj%Il_Q>}vHy;*htI>bnOkGVwWs8*5ukA3x$fb*m!J@MnM4 z%$!AAKPflr^0J%3c8ekR`~ry%`T8+^7KFJ<(Bca;M&+!-vMtJ(5qL9qB7`_B&}MF` z`hD#F(rJPP3IE^{-q!ZK2 zm`AlCUpyOVx#7{_)Nws?{>3oSEjAX9iu~$FFq>U&=Eh7tvJQ<-i`7jgzwPTkni+X< z`4^`yY~~jMB0!GOBWZUBC-2T}Y-uvdZF-Ux_;=iNe>1^pz55u}U!}Iv3_#tiRZ^hA z6LivJpHQEkdevKS09vv26W^gCx5tl6o(k@k9y1R@&x2~O;af3KDIO})3$F#Q{lQsg z$XOTUVTN`BY4#%p*me<@m_vnJUoiy~fZzO}Jdev%v^D<>_x*4ilyUzvHR7Q`q=Z?C zNLb-b{6k_%3xPqysQ#!`HvU#v3RUu@-9Ll8R9_o4*Duu|u&@1|4l1JxX$uanQ&t3_ z**_zaKc<_Ggo=J`CPaj&*i-!p2~mstwO0^@CSJ>?AflkNA2k~J1L!7AJ0tj;5?o(L zH*8WG_LZT_PGl;}FjVD54x2Klpe-e|J{iWN(P+^FLA2TD-H#Mp6!uc?J(-}$4xtmH zk?dd5JZ{L>wPDaK?niW_pXcbH=?(Et`H|RfjWnapQBth~js4RgdCaE{{7o5-F(g}J z)rnV<5w#RXFRN)@@ekS@0ahsVQ$*gi&bDv~PCG$n$j#%nqcC?YHE(V1)RDI+>0xNE zPR~c1t)0H%P25>0cOPWp`uH{lC%b4Ai5lmd@$1UWH6I0;7T1}{u#A;X0*P>QM}3~h zcc28zkzWOmJO#&hoq|r=FiU*TM}oJiQQp16!G3_LJ?rpR*|kJfr|17W<6#;h@YpUV_&FVBRd@^g zKdrdJ)Hh1hqbfzTb0w_!DIFj%^S{F1pM{#X;{$O4{I^Qt&97rUltdI~Gr1VD_Ijaa zu;Y_2>M_lz158j136O=Wvg{Kae#Avyyw?(51Hcw0lz7Xvab}S^Q(0yn*d`T2wps-^ zX5z4I=dg=6Ove|z;Wbdzr>QNACf-*>=1-YAFQ=;nL!*BVA8);#GPQ9ka&dG8+>#}q zLyaB*+GxQwS?0RF&C#ir78&RML|V=3X|MVy zA|GH|gd5mcwqm)0$@WJ)vbyF#al_a?h2ddCeN-SO7 zDQLY9di;3v{cGZ=6XO7cN1_~TKvOFRFJ8?6G3#S@6Kvx7`{(|>3PHJ1H}?)Jbaej! zvcv`GgHw?w;z(Pk#M@djO!fs&fRnxLlWTMP_~mh8;0Und2$*@C0KF!M4|Qb)J) z=UC;wAHU)_+6KO06ZK%Y&>fpGOjE8XuoSGmgTtnvsz1xF2U<{C-2${kW;K zE}{99KgIU54NiuP&bl;Vdrv)mni@VG^k&7-CfG~EITg&}!~cIt?CJNB8F17-N+$i_ z-8YBb=d6!~85-(&ds)9ZVyM%Zl6m;K`}CU_?ykn`?-u)ae{fw-T1LojQ;!O0TF1jc8$nrFhFc&; zew~g>@rlY>>p$04D-LTa?8RkHSn#*gW8?^;X+6KU3bAFvv9#%$Oj&4@bF*x0;+~<) z_PbR_N++Hq+oQzzHZvmxGx-!WwB($lZYt((0lRe;Ha-7 zSk4>e+~U2`z4YXoNngL4&l($(ihbAV#dYle+IC_<@XY&BO_7Th&IzHvx$oQTPwY3C zt3TAH{vfwQg?6#Ed8kfz@N>2o|H)7Gb-&-HiKLQ~3I+|6zd@hfQpI+9zblx>X22SP zACxZVw#MT!jws;w&CBa@7xc-^rEASj{e&hp@yyxP6&B3pvN*xGyLRWZLiQ&5ShKkC zQt=(q9hPWw8~s_0H|Y|q?4(c7M(@0EpW-_cL)VO8>Yv{eFSk9XSNK0D%_l{CI%RSE z0eJO-;iBi&fpfIotPlR{H_(LA+(g;ZY~{pI&s=m{VH30e&2G9(P^DZ-ep+hl(IMo2 z%kFw3eY@#nH=1sZS(GpG&$Yoo{_-h{BFyC%C@xV zLLBQfudi+G^VZ1^r#Y!_??At1u4V`J510l#SlcL1-r!X0cvmPdZ-F|yIGZ{>ldlGF z4`*{wWv*Vv`z}MnxEGCrn)^GQX{UME#$JgAM7s;CS;&f2vmYgIq`w|~d2CxX`G7^i z`CUf7(8v5a^PWq4!da_hMeRs8ETW~V-%i%7lp0iea zKevF_&am^-71jOQ|?1XrH3Fx?na^lX0C_9@lYqHk3Eu&Gpkuv z0~Ya~?vb9D;a&#mal#2CvyAM+3gw&X3IW)cC4qGEr~e-tp7>;|)89(6<=PB8YKEaj zU+|t;-E>*MgUxdXEArHe!Y%))+ajbstS5!+y#x%RgaP@)qXZK0g85}2R9 zlkA}CohJCP%_WpGGMo(MC5_&rf1!_MSJAc6f~G?^NL#iH48DqPP}|pox8Ib}pS!UQ z^c`j=_aRk=q_UuefR z3J=DuUq50HDZ9!dMI#rHrTk~TZJa;t(ZV&;8=63-rm^EOgKIJv1C=X5PYeb3+YJ>t zH$%^RcYy$ox)5jfPe_fKH&(=ee8)GpsbFfdHX7Pz?JV+B6v>o>6j5@MI@IR_Dsk&i zmi!ePHaSTdHZ%0rSIbY&V3bc$U)nGqzb`{5SKx+TWU#0Aivuy|#~`>yThM(ceZ3M7tWpPGcdIF}`t@_b zGqw=9(D>7Q9cFW63xl6jNFXUO#|3!Cbr5XF#RnZ=0{C^J&VufL;aQ=6Ku|iA8ede5^c5nS)395t?MDsi z57a9Wztu`HtdKbO;Uq)U2W2CCy&lQ!_StAJ6xQY=%$9IveJ!6`E zGCzyL68;zO=h!KHw)CUGmx;u7V#DoNWqUgORy%}g4LH3SjjaFzIj4MR%T{9nx%gE51;ML2sjX!pEi=V~_)iSRT>AQwR zA7h{vzXEFdu@|kqAz3E@GWS|=tEu@-fW{pQJJd;Qis8%(Vi>g*F%2H6U-WSoW{uT% z3D@&u7(b1734*^vaGx314s)sW|CoeF`qvJXyd^9_R1R_bU!ID>=I#&|1iwI&5B^}K z-*HRTJ7pH@KO5`nzXlyUkc$j?5nN4uM7z-y>HPxTVEAJl)$udcD9S)ucD*#~C*MgY z>TjBoKrk972>#=i>#4Io|4s=yuO6JW`6JJl1iud2NF6Z(U!CrkTXg9k#>j1|RnwXQ7xr%O6;{*yw!yIrS+B6tUn-BJ=Xp56Tz;X5u~vS z_iM%dr^Mc#dXbnqC+Vmn3~fOliCWJgj!4kherq z=df6NW|KUw%M}{C&yW$zBsJ#g^^8gSZpH_uO>Lay|Iic;$WQyn3>|%?u)RtenV6=| zKh|wMSa8Lx2`-We&N4VP)#Pzdb3CYuazFeE#>|dtFodPd31gG-Tc>R4(DdJLs|Xhw zuoXY*mkX812A2mVTCNy>6YgC_$r&4A*2gG|{o>B6*qHzt?(9^Q^j&a{nh-L5m$d4d zBXKLN+Y>15&=4|<6~v+SKLlT_c|Hq0;g62`P{%ocwERV(il*-raCg2m+#wY!BW?=HTO@>nFkXSovN?E7-3}WxH z)^f59!t|hpW*>*tOR~zKkzB!=PNbv&Fc6Q8Z>JdQOjP2A__`Y1FW)LK(uj2%Vy zUe9fP>D~SOus;9yz-_4IEN5G)u&FN(N*plLW=14CSk#1=$`ON$2nzc2g=~@eu?a^z zjWu(Y$SW1o=P*1z)dy!kMr+Bu=I<|Cw-Tu>u6UjPKCPkGBjz8=5^*i$VQRUUXG??S z`Wy&gG3udhN)>Yp9W3C%rilD|<99uR8caOVABvk`(|x*G!z9Z!s)OCSmd8{DUUlEH z#O-s_)3x!BF0AIMt7PI4(m8$1jptKt(~o@sL(Pw2uT{A?i6^5^)hYu&)HuN3qBEfk zWMHz-HVm*>5fghXz%5PTHiF;G$6C*N=F;^sGA(FTTiSgjdT}IQ_@JLu(+B}CT$!Lf zo|85A7RJ(FS6eXI8hByTS3jIF_Y(py-f#e)XfY((r6Ym;JB1f){OGJG4zAb5up$5e zmXbdbk7VA%WBbSaG{^hqO(ipd(8u$j7>P zj=HU;StKNO=AIOAVaGkR( zJD+3Q`yXhDx7uckSZ0ct@J4&wmR@*RLfZE9H~v!HI zP?JW%82sOnWR^F}of^T1|1z$f*K(;k-yuy{Bp8hZ;D8ZlzPesBhV(<89wXyVOfVdR zIW>>C`9+0KeBI&qUI(#$YQp5M(BY8oUL5QlRw3i{`}d~3CZEscYB?wPEqo74r0C-p zrCH?xx`?0#67{r?TV3VC4!`DP@a{Wmsjzk4Pxm&7sZD;jVMj9%I1ww?I=GS7hH zt8I;?DSJ<3++ijBFz(VPPppl8xm@|JphAz-+`C4^T*E)HDM&f-!4EQ`U%IKz_X_!_ z=@`5$m{;)Q?DR1SgpNW{QbzA+1ee{B{Zj8OPx^Bl+H{$}aB@#M&OCAA>;@n2sO7Kv zexU6k_};#>ozNiZs#>7i-@gpxSjl)nIA48OviAFAL)DC+g+3Ra&xC=KxajCPBdD!ctkc{F2Pu#4(|U4!5g`)$T}>; zkv~Ape!vOrA?dSZnVVxsU*DFhz%bJ6*8i_5~k;M^p;X@>a$tKsb$X zXlcosUUAYj7h}bU(wwzoX8pBf_PsG2FWQV)CU!}6ytiro_dbt;{HY?99^$B{`Jv&|W&=S14w*ZwK`+sZypE7Dts^noRmQ{pf7G;G6NO`it=}Z~% zisKy9v9#Y(9OC-bbOZGD^&AHqI&I6@m+Z4+)3wn{lZ}J4#01c3X8FhR;Omp$GZU+6 zk%{>9rSw@z{%5!|@0@e#u#4c~vCK0@&^w8LAldlSt`iIhVf* zIB6@}puRhKbt@B&ydZ;dNRcG!V#J0?s%9cPN_y`l&`8te8OVb-uxmGlUZnx}!^}@F z9mnAQxz+aR-Ar0H6Wp_e^ym4jPM5x9j-C^+_w~>kix$VLuwjFf?ybEx!ug}#(TIFP z@u+z=k$-)>-zD}m5A$IP;Br{4(U45%FE3O+!@t%GnuL|aMRq|G&lw`FqN=*o%CsTO zv);ojBh(9{6t>NZo>ed2m2DRpDE`p7%B_uF$M{z^wa8_R|4i% z&d{H&W)JV?@16E9VOltf_7?CcMOoTWJ7N$|K<^*5T?kWacYPr|Vq>;xlCCy}c)>mG z!_zRpJT<{xlAkqJ&ZAraj4)(LaT!iG8+7R!?)Db$vYLz-o6oe+&6aizVmKk=Pot5+ zuS2R#vf29E!;?gA4WfhDG~yd5@{`dLCerfZR|%~|GFFDUpE?n?iThDA9#=3luGzy_ z{frfD6b?YAHP=O17Lk@~i_k$F?kh(j;AYvT;4F*mi0Gy9XYryhD`n&)v8Q?_$% zJIgvtT9HS;-`eaW7|(|Md!C{E+h%pyf4}H1acZKV3A}TZTJVW&^f`<)WbkUj;F#p) zXVIZ?esS;p{9h__f_vws0&l8JFiB!#3p3akj8SYju_qXDv&H14{e1c^C6x0qUvbB| z0o?OAQR%MovcUt)ygMy`(JIyh7~6WVlj1N#C#NC@ErdH*=|I8xgG5~K#_#z1jqx9u|EMhCj7$4kk!BH77d?QT77u51p;K}WbDj)eGZ7QIxI z7thL#Ln_5Mrpz_KtEAVIcqIM4b*Ct8;UVK3{Db&e<8&P+#-Rnt-vh{E*|oC`rDOc- zgExy;UKf}>=okL2M(hqGL#G##bz3|8Z(*SBEcky#!(qN8##5l(g1me05*Y)`74Eb|!MfrF z6NY+sXx)kLX|0B=TF4#o^)_x8Fk(M;2M27Ii~X39i7O5IGhQS6oORKLtU8N3u&8{t z6?gFA^zB+^x$Yedzb!)=`%Y?r5<89KtVL!Y*E9S01%6C^W17$c+>hVxC-nNbg0eyj zub~@u^{bYB#txfeLB3k5C@!OCIgB*o6lQF)dTpyc?C9LudY>a1ZZbs7@bl3#Sq)RM zA9q1q7j)CokGa%8^jYOZO;#w89*JUmw?8$_=5t>moRNniJ>FUuqsK65N1GYk@ z9~Ai^O8fZ5yXE5e_Y@g{ir5|B4X&H7D*vy%4lGt--vj2?k!RwNrg2EozShmY*b*n~ zP@%r|`i;b)&A~}-I+*CR;lOLUisFXr!OH9;_NoR@fAeeRvT>ZrJG|cO6v6uf$l?`fXd%KfBQVrF zOV_fq(n7etogyF)_u^Jr99gEUB3V5;O;=8n!Ls6Y-JE6+;ze=7e}${a&R_l-45n*e z*9CjBNfE322#hu>svLupRx*j~?HW`R%%q!T&EssI7Cl|T{OXM*!h^-ytw@{l-Kb4~ z)o^y}`sCoA#P7Q?+kvc{pD=mNCp}7Wocr&lNS0i19N%9NB{P}c>O9Y$YA|pNei)qw zFmSdWFmN0e>=yC1v~Kq$AF3j%J9BH_92JIL7)KmyHG2m)B&b{!jvM9C%$?^s7mo_> zcvyQsT`Evj9@-oO2VESYYR@RjOVu(?X6@g~IeGjhwqH3**6wg8tuO{_Vs;ZtIXM5r z(1YC-BixsMh4GfVesrryAk9emLeAG6V1rv7a3eb`K7-8nq}tRzO1S-J+h^bfI> zu`!PSL(qVGz1n>6qk%r0YyN!d=VcRrW5D<={$kq8R-Iz}C!rnwNCWqwVwIUw=dHcL z@WNW7t*F%p-=VPdM-#h`{C`Bfdpy(s|No!l(5qq{MCF*|P)G-78zD(0MJk6Cl}apT zF*^}OYW*45%$NhG{ z-ELQnr(1dqXx>UnE2 z)Qo8{V?9;;?>f)R8Z&*BynX~J@Vr9?Z~9E`PAE$V5SK;@cF04@XGfe)*@y~~i=gAP z4U)!$d_n-xbQzFc*>Y{x(k9{i^$1PY7;$iWNJ;=9D}qs1LeFlZvNu+uiimZq2)pAQ!OMt%XNH;lh9@es2Z)ds1B-}1Lz*KK(#|>P}s{D7J*@Kp(?$I+t z7EZ{nmz8jiDhRFxJpA9dUuB!^Z`;fEp3#UUPoMK_81SfE-SoZA3@I4D+y1hM%;t;* z<+8)#il|E*0q&+Nb)sa0wYnhmNx;>Gtv4{5J@FdLoTiuoNyZJH#$So&-%e*&9B|A7 z>-c1^y=xlan&o0QayV(Md2M>q|5;d10);(EK$!Arc6Fa%n1^KwhvSZgUbXMNt9p0; z!BFr*c8Au5SGOtW&uP)Wzvww*l}^%K7}x24WB4Tq;q3IZ^6}5dCeE)^u2=*>>Vy+w z{`H#SNGctZD{R2?yj+RYN1~sW>8nLe2(z5ye|ruds~h$-j=u7W{WThoUHz&1PdQUa zdg3-YW>Ba$>GBuj7v z7qdK3`Gv5#s4~8E_(X6E%yEm@THCmZV8Z1F6dl+PtMqB`(Dt_y${oD8oRNqsIyC_P zSNYq%d;k5M^HT$hL{mBX#ut?H?kRT2u=s9=B_%kbuz?m_67hE*-sW?p(_>k7mVa%K zhD_X>mTChh;q)Ba;%`w}e{#6twLkpUsEY|zHT`casbpw(pq)PQyVN5*Wc*=&IX26n_sr8oP1*I?BaEdL}u#ekd>gh7y%ukOM*Av zyT&<6j;$?z(vujrOq8!rm@dtmfjxH zKV`(oCLUNM+ZgF9e4>1d^A1W0>-d&c?+Kbl~2g zxk-AII{%w`r-re#W__-rL=5&>reI}~tu~Oe%mhVXVf}NO@@0Z4P?v{F0Y!r7eGbra zPb|enQ4_6RTh*d?x(=oiG^z#DGd@tD`|B@ZB1>H;FwFmXi+(r%BW4_8v&J)>4{Qn( zR{&K7VXTZ1>31wm!&>b`iq zv0E3B9GW8X0ty(RQ#9h+eS9D^{%r35j`cC<1MHOYos|E67XF*`+A>QJ{g}a-(PKi(6V-F#n z*Z!Aq2N<>JsJHpR*nV0L2`J$y6E{x^TV!k3mLg+@r42D9MnQ) z1#wE)Ky+{_2+z|5A+ViAMv@t}^(cC+?=haf$xWh&7K~iXPoMwe1SX3z$&m}(%sLDh zqf%SjH^MqWj6=`npAW&&YnI|L3;^hM^pp!Kc+i3u3WIMM8Aho4G5JRU*#zh_Y z)yz(4nE3Z!xdp%Po85RdVBy>oT4TX_nfW+RRY+*`rw%?UhhA`!I9m!{!8sMJpGhD5 za|R+I!*sh|PY_=w#8qmNiAXa0(^|@U%RBGXa_Vt2>&r0HG?@-#MpWISN2GK;?)8_$ zROU~$Xp-Fm##PxPUc#8SikgBQvB9?M27oi#4F*CqjP$eYrZpT|>^K+=Cy4BaDndu} z;rH0?KwM{o^`DiAlh=^@^Q@!lAyLJYOZiDNJ2VBTx3mK#WWcTH&lOiBz?=PZbPdSi zmTQtdi|ha=NQ)=lIFxe)g!Nb`t`n*XBO9m2vghaIYCK>d@n)L%louj%%A8Cu7Q+Eu zg|PLzlPyOro*;|5L9^qGdk+D(z5f-igzdOk{XOQb6I_YxoulX==}S|eb?($$0)7J= zVQOR3q!rtP$RAkT+}TiV8)8E;C;>>RVly>3Pz3|*}8Ua5M-N$m7UN&idV zI>fv`&vk6)S2Mnx5up24u=NxDio<18(_);dCD^Iuqj)5bNUXr}fAzlv9QXp#C-baL}cw%HLL8_mp$&vBP1-!ROfL`|*dSUA5?#C5T zNVyLHQE|=f89^}*Y;=?0zo?iu!QH$D7eyf(EpJN9wnr?Tks_z>yCl(E%_+gy&3*Yi zEY*+K+$efZ3od2fl__`0in4s5d`WjvT5$I38b6;lr?Lzl)c@BkHJRqKS>TkrI;Q;| zjAEc|lyLYcUOque^dO?OG3mbu+`a>!BpnQPolJH>9e^Hxo&bBba{qvQxJaltJo0Vum+t2MlWYWB^N&vCtTc&tuB|d<@6`; zj|=A#H35YwJpAL_HhfWWnvH&k#3O;10lSQz_?zM9qge0<&9rLPEgql}K;}g5U1$d_<{O3UoxQ1o`=yw7aSK^{wGf+V{JN)W(*0D; zS)F*GG}{$~{d;`crq<)EMvz){Rn;~m79{$gipfySyLkOCv0_cmB*3m$5hUK0mts4& zxec?!0q0xAj{c=3uOV$hx7{$>{M~6(pSTDBFHu8UUdVY+HQv%7#iAQ1x()wtL@vi( zaJrK5N+Yxqp$H_tJyH%Ja=}`d;wqY&%7CZbe0B^c^3hqJCvUIVhb4c|!UPwuNzzsk zi8OT}_P6<0hzXewFcAAdth#jjj?13$tK+sf z*n9S=OV|VYr1L|&+e9Uw!{mIi6P`9%jvOzLc;uiT^y_P|mm`NiJV5`llYaS4SpOM* zvo9Z}JfFMov&5=I!AE-{3$DF}BdiYD(6SdR$>YV1YcI?@QToXfJ29W?1l!tdTA&U% zm14BwWwGoLvVEBN!%k7?wKjVF&TevXJi+t5Shd1BrrtBUrkZ7yON|oZ+5?5#1nvad1EQ zE-~Opu0rIv$t-$t*NGJ5-#V{ydgV2;j|pPr$Sfuw){AApHa_1U-T%XH_&}QoUOy~t z;%eJ_1cdqTdtF?hWHKSJo^&_r*E1@yL@eiIQW zwkrCqwEt_m$w2$H|9=UXopNV?N6+7{DM6#)>X&#P*BYDeVQ@s-Pv^qHv}0l3qr)n3 z?pMP=F}>TnRqo1e{bFf;;W^m;ymqz!{uBP^2VSRsdH2#kQ|m-W2&)HCfg|Agq6r=_ z{1K{zjd)&w`_y2cB<;|6p9Y6uU@ocI7ON;m zMZcv#m+#V1lXeEHK=@VBUm4Poyw)DEcx2@5AOc5x-Vq4v!N_@sGfvB_2eTgwZAX{B zq`mmI+u7%vNOXKQCXPHa7*&$xLd|-JUi#ILO?h!7foAnlWp@>7q0-$y=Id|R*%J!6 zK94LfP+W)Lh5J~+wagew67NrktqTyy^bgAVR&(M-Qx8*?bn31odkjNZX8N0(1e8UGx&3ig=jd7)zr zyU~1wUv+Ha<~G*x$DeSh*JO!G#nHaC1BO1j3M$0;tO%cvCf{~J@1WauA+PZ*N`+XH zzy8}?RiGoa^~f)4p0J12rIcuRN0GwPy`f{@Be1aAYO~;n8{E_F<{)H?)_3cuU()hw zQN_CT58XZl?!N_o=Li%#cVty;(p=m5{FtKQi^IR0TO&UEjqL>SAKbTYsDb&pR8YIu zJ&&lwNB9BGN0CWmB_bB_FrQ9U{ZMH)N8g+ObX+0(rc}&h{=G**D?M4QY>QJ?cGGIj zlwAX+r$u8A#@2kvh<sx&x4XCk}2a_x0UFHTsU_C(^cjm|EL8tGoce5c4%$1?6?x z(%~B9*JzAi(%13nYvUSa>#g}_Uxt#kR|@ch@}H)`gcq*9-uVF*a1Xz)TUQ>E^--Mt5t|i+9^G=%OQiT6_iajg_51mG+1QkrH^ZaV zgNh>qfnRA|SD~adqi=D&smcb%i3d4P!;_5r?hijI0eG>Z`pewz^xR>GIXF|B(`k*t zS8dQ;UQAmN8tz;v>7Pr5G1(l!6FqY-~ z+}g4Bwf{L#2Pd|hdyq%l1l%SgsM~VpYomY`ckGkp`@qMM;pl(_ zIl;|j@Y`ExBE9j7CfeBMz0qBn?7++$ifv=vgOQnkA@VtQ8OY4;@HY&p8-Hol1u+k& zvO?y`cU+v{ugMnOQ{F?n9iZeZ)-VGF5Wxl->GQtX@T5WwE|D`9zM1q=M+zh5AUUcy zSEMQMceI6exnbb$64m*Y{3!UnFJbjpS02inr+^iKtj=ufnMKyN#c-Eaiv~xb-pSm3 z*BUr3q89rQmOItsEKjMFW#q%d*h>ER*RH7%UGb88wPA=dcQu3bxELuiEN%~F=RDoP zR#JQw7xgwp7cs7r|K(fP5&L1H-C2z-Ataye7Y8a#e2bI)a*eLCgVU+QwI$n11T@*thOU-vOJfq zZm_*Al@9tfFn(C4V50CTr{a1k3)ugqD-9^lmWuz04lh5|qSJse32@ySx=p+}2kAMT zd*Y3=qUP+Vfz6!5_g)8xR`? zJS!QW&#XkxIf3X_Ao$IoE`s>vboR9(bQOh%Yy`Wm#Jp9;?<1;(Pag)+6+rO)Z5uxo zM~M7xe}W(&zmlrw^KejXR(dh3mTG*OfK!UKrYfCbqxvY}+e3xL9|V zJ5q|U&AyUgpWBo0g|!RgYv7Y!it9N|%7C3F{kD;?pq)%F3xe=T9|4IMGpAKpKFRbn^G?F1&qSdbZ@gz^OcFJPrKw?#eKVR{ z%7zfm4S;Pq2jVxj4`FTBjpKPLAm9XvRT$#_P^FU|b&6Fci?itIac;mx67m9(4c+}e z4E?s#8M|w%wss$gXJ4rH2g06EP4w0_^t+1zxth&tpwlv z+PMUODo`QYql#hpcfyAaobbMj=5cT}dUxbZcnd%QS2WXG+T1DDOI5JtI7hE-^8>>| zvLXLwuvc=w-W&Jp#Ol9EPE057>f{-Nurjo41wU*?F-a$($e~dxBw61h$8P;_JW_^c zBNfYvF*gIwK$-%gyU@U6Omp^p$!dLH2smbWGzgfCEC?466NQm)ECk+}tG01@pwgJT;=t1JbPoHydb2DdO&-jG1n-XELGQ9{J~k0KI6ABU~l2 zUW17*bC1+6)g^;hbMh5&Mf8OMUQ)YLyc+gTRYO7r{*D1hg%0|WK5)#kyDt02c7H-UuY$6Ef-5k zx=Q5xojfxTJ>mC&Ry_al4NSxhfrX*kuqDY6M6bNTMOLg`DHE4^s0XIYf#3yKSB5P} zJ(lw-v6AQrd`a3xvN_2gM1KU>kp917l8a}blE*)oA0ZlkaRo&J!P{+l65Cz~NU-Tc03DetJDI3C3yx>!0)|jQ zb2?3Gvd+zw8o#n|1VmJPQtbI+wf}}NIG+ex6JUP-=8ZJ?IQ&+IoF)_$TeI! zW3(S0j2MW_u@P1z2H+9wg`VI6=WthQJ(X?UKgve$XO*zU0s?VK<6jAL3mL0ESK8LASDLV{pJnhZCV zheB!dbQf;(OsRcx5fxM1h&|*}@p{Sg9IQ-9Bi^F%24?;F+74RFy`->~VRm-?RitF_ zx9%`9_X@=sk8FgvBE;t{*Ut-n@;GWB>}Na7j_;ke>r7dnI%ms~azW5ls$`Unsk0SQ z^Xj*G;DO03<3`chMky0~LhaJk_8JfV(G^b8<#EqKdi3(*qM*r}iqpBOC!rd^G-s*d zx!5Kkz2720)P)f`e+R4?&LPz|n*=DH<7sa2bX}>kCUv;WV{xyYKy2k$vf3J2(W0DSdDKR=AD$d3 zpqea7-mW3Mk)>CCNSw1W{#YoxDRgSmVMFa1DyP@jaM){XzYC7{e8AO~vr|5&!>NQxaAVLv=&`pPti-x8 zDsZovit(Ws5d5%KH}CzHMQuCsgeviJ1Rxc>yq;hEYxzHV2%ws18->P<)EABHjxx2u7Ock*k1br+_ zE^AUeL1v4yk9Z>yH-E>j^-+wPk9Yma+h9ai9l)tH1eyFX54tA#*3sjEDq^8k$z6$#G8j}zJ{N$DW2-m_;)6ANAGD!PLBP#dqW7;et}t4 zIJxis0>lckRrM3MFQv83iNcbFRW(P-*WO8v$=ZLuK^}|=J)cy!M|a(UIpNiMZDgxP z%JH?bck6Tarj+M>{=P6N+>UJiel7p0kKxaIWiaWWCd;W8#C8;R6XC8TiNc#0Ca_dI zeQX91PgbsbMdZ=404?T?uh#k$0V6!TuLhQ^ajgAM!{wiMeY`*QFBpiR0l$lRzA}4(n zo%{6f5(TT@@$8BbIHR=ws{Ycc4p+-wmDhJST2R3TZ+E}W`7~^PUzn>Cs6@FjQ%Aby zf1xPtfJcg9$JI6J-u4y`JnYK&w{Js-gXB_<9#~zk>u5lnBQEC%q-P5cv$h0^Y9(hH zKQFEXp9ntyOVap+sAGI_Ldab>j6@~T&*T4%9!|wDnAn**sKEMO?J-N$<3@}1ll%X$ zW7H&8GtP4ti$hqik`GiT8M_A)Or4mLgP2(Zi8t5Sm7nV&A{$f%ChV?#?9mvE z?%Ds?2fmy|BWjJ0pG*#sG^$?tBDYHvVc?62&zNJpW13EmN*>&%c(4 zZnbom|5KIFv8~dP-z`O#Rt?-5b#-Y8*hQS?d2C*SIx?TkIeAPmB5iyd$n`aDe?Q&m zkYUrwRl7e`BBX~Kd~JP(e#74Iu>Zxe<}+c z%h40E#OT!r_l^ebkd_2T#}o(V1Jl6=Nrx1@@$;~Z#Cx*qI0z&6fzt7}%DI&vwEq+I zeR{y-_vjpkYH6^W?YJobaPLckucrOAc`x!(ftdMkNjz~T2ljzj=dR{eT2=AF^l-YD zJ_JONO$M`W)LtIHQQ}(hnq{Am|E2%7rEHrwxSad9SR>`EQ;-s_DT*zL9S*7@Tj@5K~dz9<;n$$up0!@+wTxFBx?R{$Up+_m$W#JFZ0u2kQ%j^*O@0k~_eYDb3~Ug0q0-oS3pI z9iq-n7YomkF(2{RcQIJOL|I47g=!eVK&=@lcU;o=RU})iDD4h_v$o%`M9Iop^Prx- zG3l&J+-<5WZaD)#KEi)3G>vve(MRsJL(T{^v~7|+a-H8156$27w#BJdMcA${ZsB6` zau5XMAWjPHc0@bz#QxEtt5B_^;IPvq5G65!#BnRGsUkmveNW+0aeZWr*e8-tzrk=M<{!#oapg)iT2U zQeAn;jRU_lCjX8RZ4deytZ8};8qf-n1+9f$+_PIj5yzy-F#cedF~jYfeR zeK3-Xh!HK!;;-g{GKD60UW}9oto=SEV87&noX;Ct_b__;-UQA~l6>F-De&SJ&ScsR zR>AD{HsC0V&wZ`ndY|N4qVPWb16{uzbq*P`eC2-!Sa4REn0_w2Xb5lJo~4VKEs-GK z(XEGg<+Cf^t-@a9yx>U~w*Ow|kHaAFD?qSGH~eKu*(~UVb+ew))_stBWjTqXe>GxZ zQT4<@oq33|7=$fSS}B$$&m#j1PqxxUrm9JK?i(Oo9dHz zjaY!Yc1wS8+rgB}e~Do)BBf1;cl?@*();PaqAd@1=L-N^(=S7GcNQnECeU+LxKOPQ zY|OF?2(f80L&={*Oh~B88!p>3)l%?k4cMUY_6KdCqVRv8rTcRLLSN#x}s2dHhYX*N0DuUuiDeH-)Ks{6c)mYi01cn*`xMND-L; z_Qr+^jj85SFWg|7OC}gq`q!!{wn&w=qPZbC)fpkQV(f4biGj8{5EGa`Hg%%qESD7X zG-6Z%8&(VT(I6YtN!T%j{h`YI&rdzhiu5xpIZ|yh0>8d|BFlN+G@hh--~S5 zm+v{@RPsd~bNtWABInSBALdRrF~y@1ootpGfP>-fuAOjj8vh^Rv=jAvkCRUev-mep zm3#}tOW&8wUL{O5_k}Ld8itp0UU5Yq zlj+pULo%_@0zCl!aIKW)yEF%^_ahq^#M2@%U{{?t4=CeGprs1X`}i-(^j=FRqTug} z=vGZWEXYljT0CK;%KAM&;L{jZ=YkQqtt^CRlVcb?S{MZy;nAOdoMM@4oDw9SJ@ZMR z=m$hZI&ZbV{6IerELB;7nzOrNp-;?pPZTh>&*0}HSesacI7^a=Jg#?e<9`Sop2nm4 z9ifH8KL;!|Nnef*Nws0DT)5;{r0PKp5crLbjfNZ6X%F4a32#w~!CfB5UG>#mDjO+< z#G~xKa_|+{yJg9mq~HFL;Pd|Nj;N-TWw8jK==Zc;ACu`6{*~z)aqRo4(+U6gYStXe^m&7=G#9u; zuO7XWEAuXknGAmHBcxs$t5d~6>pwQsf3*JZlw5l$Rc*-X8yxErkqgzaAws*aQ0`cB z-AE^lLF9A_T!{k&khm4|B^j2vqDE>Bk;_q)ACIc14D!lh(l(SXX3OaB@cn_Jw?(Av z0JRo6{{WA33Pg9DE3pT0ldP$~-|1_BA|EVWPm#06EZez?qLz_BTyPs%9JS1jvt~hq zYDxYAa6I*6E{9X6kSmBhM-Jz38c4Zxm@*j*W{#u;=dyF>ECMt+Yp>`QJVovdK7j`n zpx+l!72U_r6uWA>7u8vliCc5okn2nmXON;QvKe868?P~sUZGyLCO_RXbi$Ee5J{r^ z=Q@u4Ac$H9Dvo6UXMTvrrpY>>28PxW@KGQ~6K!c@0a1vSZg#jfi2dL96kvB8&%+N5 z3}rCr`zv_q^cKj4kf>!H5cVtSH=a_0)!ca0686=XkFDUEmWs2KI?Wios}($rnU+4d z!nY=t6+=?@SFsHZ<292pMb?iaas#L+LElAJsPG%R`Og#|%+9A<038%4TP~!47!a9D zak6GjLYV(!*qHQ<16>(T2vYx;8n4+YJJt7MiEBeHFaCEfZ`hhFJRA>KY-8CW2d?DK z9&(NBOCyl(fyu=efz4ex9kcXgRv#*8DsN~$=p!yA_zr?pxbE1Fo1GEsUnYq#-mFU6< zyE*i&E~=C5x>me}Y)G)-f5=Ls0eIpb3M~~3;KcAuzK#}G_B-(nqv2yIxjGg6-voCw z)pBzP?CjPN>Ynzj{h>=4M=F)H=)rfosM>bx;|4QZ{d{fLx5lF=4~CFm1hO>W?83;R z5_O=7H%UtraOJF8kOCK#EU33ftoyDkZZB!dDeb(-weaEo(P>${oUKXH2EjLdcLkP= z@w`Y7_>+rpK>?Zax1#=WStTU4Ib*?X48`HKXo(`L!af@pQ~?vAw3di_vkT6C&%j<1 zSsiK#h|Q*#r(zNALe(^J=xGxD{*WYlwE;B1GAi-qCzwIGn?fYSats!bANRzfsm7N! zC~E&#ow!R62IooMkGP0D))XHG$z(wS-f3?cMBTT64a|`S@#;T|2ox1_Las zo%Aa2HiUs=uW%wBA=S_7-brpU*vZ^N3y&?`NzEv8?3HU16+By$o)n(ap7lB6XY;_R zxpO#aowbX5P_SPfL-EYsad5ch!?4s#Tzk9fmiBJNF@h;vXn@PZ)?u&DtqwKyARj)`Y^)c4@Rs3sJ7nAhZ)N{v^OoRMh zA3y%_Lf%Wgf*|)BXAHDT+>gIwXqVjEc{*_>>~=1UGQ_6~Em-^(G91Fgj8jA#q-P_F zhE@Qiu;}hk?t@=CkNQvXhM4;!eiY8`L%;vsHaRX`Rg7TL)T68Vit(KP$}Jy<>i(&w z7U+ni>#{|mKcu3G6%E+ks%Qtisj@6#Z24Zrxa-AgzoP%Ec@B z+Rq}#Z$*E>TTJ!zNE>g3P-MT#M}PZ~M=wm-{?KM}Fq(oSxB^f7g_1+-$lKiDzw@HoBB49ffZum>S*SDJd*y|$=s1G)`vZn}!kG>_mton9j z)I+kq)@m>rfWC=0-FEc_uW|Qg*nd*gNv?Qb1pW1q2jfcX^TMV`>I_|1#&p}(CdecD zXVKvcYl2TxtyP}iQYxu~8_}&_P-hflC=;HnR{dxm#cJ7my)AiYyh!%h%$bYa$lu;o z^U)tvcTaAVJ)2-Zx|u&}insZJjH-}5Y7M`8v+7dnb+O2evhCS&Ct0C6oLRi)y5-rY zbNEnSy46I0bX=_umEF+FyISeZNB{fDL`^ibBKRrn=3iWl&ZD2koolF5$5f|2QKVzG z&l)~%$=I?czcsE21$(>0UZC8X(Enrax461K9|hudkH)+_Oi8 zt;Vo&AjsU=GKh%M>aEIXyx6mWc^iknQ>pt;yj z(}5=*$oZ;m*%Z_KV58)Hy%s-iPUcmSr3@D{{)8i^vAyFuWckOy7Zk&438Fj**|CjL zbS9a2=vb|@`;AM`lSjG~HIYZQJPV@ObCfNDRS0X|3^-k8p0?h4_?A>WIr~y-xSe2;hG^PbP?j4FdGUZ+nlTkO*pR^-7)3I#q^9r;?*)5bO2u>G z7){KMOgWJ^U7XB*nI~BPoR=HJ>0D_2)OS8U_pXp_;mFLSTyGwEpK+|fN#KaJk)n^ z168D#L-2B^R)pq4j&?&Rdp^dcw2*Wixm(+cD6-<_@IEecGvv<@>W859W{L;#k&UK6 z@Eyr7Ee4OzHDVUYL^d1Lf@KL{hNV=j-Z|oEMF!p{E(gpCrUa$1FV9Et_MTEMbLghq zMNi&XcKLEvgo-FY4<=8CBeXG9zK1ZUS3|-I))`I%t}$onQF9e;1@$i4Txa%K-kU?O zmb6yXHJqJvw_vH(Wy6-2@%EeuzXEt|qI=4fgEPdIsd zry_T&&fcSg`x9ju--2!l6MYhKRIJUI)lZ$;d=Y1493bb4b} zhd!x9p?gpQ8klthqE7=t0t{0X0zvQj=?Q)wMvh&d)Ahv#9m2(q>4Fnab`m%&D1YpL zHh0GCDKI_U!U5-&=-_TSvyj)M)EvLKMj6v|#1eHF)Wn zqvQ5ria(9p@PQqXRb}&Bg~TCOkVfnW3=d*`RbscnkH5yXIeu02fR8*YQJcX$=p^V0 zEY^jXW6QH^6|%OROP$=3DFn0Q-2ra4B$D)_|1&G`vp_13EKA~W!~)HI{Zw zyr)UwIXUN=F7l}4*}Bh?wK@xq|F@B?(qlH-wwm^J7=>a{zX_NsWs0us2G?+nu+P5T z6~ZO45cyf4avUeyz7|doxOSA<&`pN!?vYd09TmRFGIB^Q?1ee%&+n- zx;DIK>LKR}sIF>q4jF;FhZbubEXCISs!)8fG4b4M@{Z@6<)A#F)U@wrBxLM$7ha1U zo<^1`x{zb3lsCoN&DC!!(&XKYPqF7n_s`5az;QKGQO&Nl8(Z=Mx?1+;r5HY+RcWiL zThI2wBnLg86(u`Z{>hxP(KxOfE)ZJfxW)%-@fLi*5Nyni>&Ukg&U2aoYRTmG-UuI}Z_4 zQR}x#!X8B!NFc}4$@a9^>89Y)M*CHT5{QFwDtnmSnA))Ar>jks+&nB^LnEi#iCOf{ zWe1w{EScEGv=!_cFw?;*&;oTxPR}Vp*$*o1&@z|n3QHKjk9tsT1$j@W0w>vD&vSA0 zU1WQK-YQ=!G7-IG?m@I&3U@9=9iEohmr(jH_o3n;cYSr?>fPD+2B$QB^nBgl4VQRo(m znCv1phOq52H-zZUf{LzC**TrjC9?yL!%R>o<}(v>zZ7Y5@>thb)}4|iSMAIE)}i5* zA+Yjv%N|;fwrC6?-Z+f+uVtS2D>`;K-F5t3cX;P@XetuzWkAKxMX#WWFgA9;2p%c!FBHq#ciS%N3oCze9QrNal?1MS6X)!IFyQ8h{U{NF1G^xz3((cUQ~aWiqaq zU9n*VG#0(SJrI8Xu*e=QJrIz}la8;iGP}ULyW&3H9%~ zFqLN?zoaEXTrO+~4=rr`+B1D+@x)9~{?yzw+-?bzD)B-*Rt+$(G|EI*1r|13U1Ep# z6jZ5a&RP~g$Ru|bIFr+FoTgyZJLnp7eE#O6LJN~aX)K=wYlWWa&L24};$5sO$(^?| zlLNnVnAm8Ub}=|~!s*VtG+elirdXa2`SGV$GzTBgEy3&FW|UcF!sg1UL}gz_Crp68uzN%)-v6g-pm_i~}=Yx;e#{V>(H5N<07bjlnS zm7K>)S#*-`G^V(}o>y0R?q7wIRGbe{eamcN{qv42e<^G^>`Ap_pduomHwWa`CxY4fER@tC)!^ zL8RW0yKaP!<#=2-qTWw;fmXoB4`^Ci>t|@>Ot1f)6%ZHoEA8bv6;~(<$;?4-3}pnt zSU}^K5Tve|7@rN^i5y-i{qq=i=}j5AQRr0nsKI#DT}Se;tCq%{ZB*t_KtKM$3#~4<$Ki)TvR) zKt}Y1XWrwB%+~avMhy_1c&u^;x7jOBQ9&lxV10H*J6cg)aL3;MpE#qVD0|1oMt+)1 zMw{8W(LqUB$%V~|VGk^s1FbRAbmA}TPxIw;p|{etM)*J;b2G&VRfidE&HsYbS=@~C z^-TM%_2|!BL5!JX%4v?wC6#_Jy+lSX9iG~dV!PfiqlHO*#zvowij28K4PfR}b1 zFb`RHqU~1(y5{{aaq0%RKTXvBLCeJL-;$!|okOw$hGe@)$Cd|!k*$bUZ7>pf3$KjciKt^Sv|}>_SpSj)1sNHieqzrSC1ZT z-v!mYFw1xBq^-T%4~)5Z^V+j~S^mV&(Wt9;9vV7^D}Jb1L4$M2x?7%c(B{$H_8G1B z&$C&dTYp{rQJ7k%KL|VXFXc|jR`{=WRa$0ZZX5Y9j@poon9ZjbNlPNe3&q=tM-PUH zRJjo*%fri#D>(ir%=?@;;}vyg`o8189Ur2verV!myPh`|ucckEuFEtpo69nsMr~t0 z)Y9XXo@!W}UcA6L+8yv1l(9~AwH#iwHOt#5dB;v%&3_${va) z1r>Z95=q~e;}*bwsJfn#j3~-7_u?HV7(WYgsgg%Oq$HU3W%Kik*DJ#c(`HGWFpqyx zulCwk-IDB${(X7(8DD1kL>^;w;QEA@6|=^)oH{&$48A#jAZMmQ4PO^NoRYUXlpE2u z9Kusrz?~3=KQ@ImZs~Z6tE(olr0rF59Jq;kqKUmK1CpV|Y{(l{XEi~uC9yP1kEs07 z*sXD=N71$6-5>GSNI-F7-p0{n>*wzR{XP}R&7|o?RU|4pDKD4f8;qk zp3!uO=A0+~Nt(TX9I12)c(yx7 zby)nKt2!C>ZmE|w(C=i4JYPioZGqDW)9MZv{0heuL!p9ZV}8%S=6#&1V&UruxV-yz z)3vl>p*@5#kYdfzhKVfj#i;js#O|=!fa?osN!S`BIE&DAm#P}THi(OG?Bl7fW-%Wo zKYyo-9K1f*+?B5`-6h#12z_6Jf`Xa!G(39Mup1^T^UR;%6?O4H^Uj-VO}|HM{NzIv zZ{fA(>VAzh>lai$wT7Nm&6_=~MK>sLeP+ovbQ2$D^jjmwtvm94pPzu}-IBOX+cihH9%SVgQ|>WBs%nJu ze_B&3QucKmfZj7h6@7%$=*sC0H|h&64vd`O|iTEf-$n;u|$iz1MIfXm?W_`zB>M zW45Y0rawj#g5Rg?FJ_snVqRFsucrG?&#MTO5iFbJ%H$eW$ePW?vCfi2J%|lSpnFZS zrO`ZE!S&J7?l!{*m5Groi}?i+`w-vU+2-Pho-5Y4gpKUO_`KP4;Pq3zx};A_`-Uxk zSO(0&+<4ER+5ES~sMhNo+?#dMt_(fg-kHFFe)4sJ=b#9{u(K>Up~==c_KNi4P9(#i z+mlp-*TaJlWE)q!&!flWMq3+)mH=-}!Zr?FhBMri<(jZM>e4Lod94xut}Lk~hweEs zq3FmB+6|+F(!<^0&Vxut5%^I_-T$NMy~C1zzkvTw)0U&GtQc*4Oy-2Hn55u^#+rm(X>6FPI{?vel3UpuVqfJnI>cYp?}>NpYy3=Mx&vS0BXI;9INdhT@=}*udyFYQ>Tsoh%R>Hk zaYSJyBysw582VSrs^dbfI%9(A+LbS=w-T=`&%H4z*Q0BxI0QOQ3WAE`i>dJIF`&IR z33M0sl(@WJ`r?ps)v!yNG^ivPSKqiV-e@WsMDd4qc@}M?Gh6y}JWvLu;PzxzVL2nF z{|%5VaOBq)3kQeB*LIs_#y;%N#esFH`D?yjBQslo zH$s;lRpdn+&F06}xE*LZCx}#@cbM2uVeXMwU@#Fc&tYy=2Oe%xF)KRx8~g@M{s5?! zn@}LZRqlIH?>dBzLXW+Yw@$?B%lhh&;GuX6oN+wONq9yH-p7w5e7}kDAm+M&ld`h& zDOlJ7BY^kXMblAuU(2$$AZ+vd8mswnr058~X|9GPx9UA2ZZ4p;;b?Aj@Kew(xU!}_ ze(yuH2dwI4!*+`(9g+HZh~p%QIo0y5Mfi6zR{#!^o*EoS)osz-&5qeg+YMKiQ-=H; zQAzX7*H;V<0}jpSJ%x8hBd{6{)D$~G{u~8GLB<}BZJ~~{QVS_a_PP;aT)psAe>T?U zDMdfJdDQg-Gap@_?MT#O&y8aT$ZtxfcXMpgMTuFkn>goTM96;2BMzfC%dJw7?t1P+ zKN+VuCvrrtMS-T~T|0Q7p>dmAhhva9K7gj-{=VS%B2WRWuS-oVutXy_1c5G$|wQ9!k>OgxBS0t^L zCO8jkAmTuiZj(_L0UlD1luF7JqWN-geZ3%caz+ql?dvd+e*@|OAUfk%h-P2p7Z{?Y zm9V74LbOhHfmcq0o%-^wj8r&b@vk#cJTbc8n|5D{`L_g$d4vYpPX2M8!$Ne&Wh32l znEGxG8gWC&(0XU&xZpqBWTV@xpD2O^47cnm4EA6rb2fO05)$v_CS=9sGYzX=@nZsR zu#DNSTEh-Ie#CfizdC)y=Duo$I=xy5NCTmJu0F;4i=wb}WHX+I|T@BdT3Bi^RUT?#ITN{*BSRJt}F^Y_aeX|m3xiXBTb zj_Vp27~BilX@5IG!)4@8R=MZv+a47+yU%Cs3&QD!9G=TDNwv_oF#Sq_3WDXWjV}Ze z8^J#WhD9|UIaLN;`MufKtckF=oOqpZUe7lnod$07MSXPc}V~1B)(~O0%P+H z^6lXAE6p<$+KZ(F#{&(}V>iB^tLmw{Z%_*)-o~^~?oX#B1Jg@{XB4IzM-bpxO0;wA zkRSV)cxa%ZrepQo)V~ApUdh1NFj2d|FT@9`aqn@Wo}o&(Y>wVxypI%CS9>LxNPS0+ zGC?DeF5JpajP>ctqSa|!%Pq`Fqd+Tdf8?z@bpw+xHq-=rErs5jxI>-O`jlBUL#h6T zP#=%F-{5Ht!^Cezy{NL8zd2nNe|LB(1lc4VJA?XOKw{??^sVOCoIo0g*7nq`8{KHCmm`%Ki z?Aa#qpY9Uc};&}_KMwS*Y0$tKrs@2#56G2pOxbVGJQe1{Ih<1hZMD$jk#KT^3>|f zXeTja$`1!jjt*8IeH%(!=34MjMncrrm?>2kw?JIjam_y{;ri*4Q0@%O5FJlDntXB9#vWe4tua#Wb%3>;9xyWWwz`_jc`ZFYJaJjr3%p7f<(BXv83+ z&IA&Uy&CmjyLR>x;qDBI&`)ETx#gU^*@HS`Kpj*t7qoTreN7)iWJ%U{xYq1qa~K^30^nNahMVVekkcb$W%^*h0cf|Dvh~&FOE9BBFB$?wy!8J z9QGd06voK`_q41ig3|tUD}yU}QC@tlME&OJ!-b-pK{gbcD3aY&3sm z{FpqYDuU_Z-93offowxjTCc!KICEE2l?6&@@-08(oWJtu2&ON2g23$tVu>@a@JGOY z-&)G;ib8&N{OLxWslA&M*aaJPW^&ba1-**%AsfKdv((cASl3~p`rHkd8FcM4Q1Tx= z{{(%!HP^xzFPh~_DtMl?kuS!3V4w2~>_tX*p}Subj*#37;&i8sKSJ}F*TxeIo?49U z6y{RfaEmV{z>#@1Hb1CZoUvXcvP&q|6{rpn18-qw&~*Ta=HH18^Q`}1sF!QXJG=gM z3ns6L!rxke>@|tOZmDO8G{@${BO;xLRGYnxSS{>YZlvx*8A!d+J?T$KPjn?<;HQldP#{N4DF z17aL-cI_6`1UNVe3GM{eT19V#W09oW3oR?P$ zrY!pJ0}z-$o<*rutZ;UZ4R{U>5aS|~P=Kg>CF6FGT24unFMU~;7MY9+l9cEZ_bLL5x9kWihJ$weW`yS!3>?TF%Ta7X7Wnfi!YS zR>up{gndpWC;ve(7RZ}H^#iN9W@m47i-ub^;b827t#8h{21 z1aY(7DZ=5xN0xgpX0D&B{!bI5-b_mVL-S9J@?RAE{5mFx(t)eh0k*v>h*$)@n!}y4 z+&w#VCqjoFn0}aaioGYVUYBls7p!KY<}_dT*1~wsqGLGkt>x~5<|PxBL6r=BEqxvLdRB2|yHQ7TZ(-Zvjq{^H(~e+Uty0#68k6R47=ebyZ2Z zfTV{L+rX_3)O7uPcLZu>ht&Vh*xh8^*OGH9u)m!cOg=#kwxC(ZHhd9ODpgWXwoR+S z@haZ3kSAT3`^zYU^Vod4$LVMiK{*inu#Hs(+(^}*jbq3<|He%I;2zs3(DUFL9LwF- zuG14{ux#xi*$KxN@3S`ch~4u`-$QzcE-BPyCuFI4aCPZgQ7+5Ggu$v}!3+O5aaM6m zb2=+=P@cf;g=33%BLkiI+|PdnUwYc$4-gN)je4u788^D;p;ZkZMftmgO@d!{+u%lb zQ&~#PvR@_BHZw5*cETV;Q4|H1#GGhghHM^ncI6cBSqofK0ju#5>pi4g6`GBs&0Pf& zboe7Re~xgPHu{mAKi71+sl)+A|H-nnh7OC*O#WqkgC`39{pE^JNMa8*K&_u>q5HV> zO;pwVxe_g^%yrqu10OB-S;YMnCUD**uoC~M?u73#8{LUYiY68dxLY7+<}alY zPB}*9&sFHKfio@UtCT%(yyCop3iMcm@u7Lg;XqVc?5S;NS(wIzvQsMwI5*K{LDYclT33T5?0w!?AKh9TLa4EVCVYLUr9%$#2PRPbErY4c!PNIZGGGPy)9hR-K~m;NY{p8 z`^fvXCe+%)6f{dso=B59ldm2lR8as`q;kr3CT!Xw%6=IoJuPfiU6UBTVck3leK#+E zNkejh=$|CK`OdYO3yNJ9WbL27vsv;kQ42h^W-*L1qMT%T3)20An8^+i$Fb3lkziIfU|1u)wh-?=euR6Q^S(~K( zrBHR2`s|0Rjzo2q{A|V`urcalmG!BP3SD=G?;Zkr2+qqx*|QjPQ zsFxNtXRYJo#NS{2MI&Ccq!x@%w}<1dEj8`B~4?YG`x z_Q~*obPhT&=bR>F_LSCmh^(c$VC3G%H1*dT3M6(`Zo8EIKNvhqf}8CLmnz zK`nevBRkBdktIvkvi>yk<0Cn1cyCXpT2x_+yhghlPN?VoYh=_>srt*QW4QEFkcFtt!Ss&4!5Mb zBk^v3C!%%{ptrutXddwwIPcy@Q=KM9^$$_7M`wU$>{glGlq4s8Rs8QB-CCbbOyD#& zCW_0C0CF-La%pU&hiL6B4fDDo43*UYa$H!1CJJKEQ^d6}PT+rPhtcG{b+Wye$j3#m zoKV%#ZhIxW;eefHzWGS^VNmzfgwsr;IUCU#oXA))CDtEgH;UY+V8m1ZWZQp|PjdX+ zsKkTJ#dema#qgncYbRk}X*)H_XF!47!&;CRvhbHXxQ>1NV-ZL1YB?^YOtjOC)lhST z&K`n;9*A?pl>WlpMqX4M8}ol<0x=OjzxH$(b|#$Nv$Jc;TE|DlaBy33H&$%tHH3@s`ImGOm=K%~5z@TU>YB!$c|l(T_KeRc^nx)zj8>_%CJ4V|j9R zTDIoHX%#RVX^Sf@VLmW2y;?_sKZDqjuFpy1nYB&{lwTyv2y~oWeoOdhQVbsj`M=G-5zD)hE ztGeLAli&`8ABo6oS6Twr7dOjJ-~Qf2x05B(G^)hK+wT&2*F!5y@A~;r$6%FgF%&VRU&X;6JccT_{k) z>v!4BIu;=^_iyFLoAurZ(h0=s$CTx|;NaYrQ=IC3+Ar?pZUCd%tEs)Xu(9Kt15_;< z^P1dKxPj9RcX8AMU7pjD<582DR@7cd*K8oBk?XB)fk8?`E4Y^!v6TrLoUsfmpEH%9 z*0o%WbEH44qu_zPlS$sOIGAck_Hwb|v4hX_(jZO=j z`bOGr(GbbpCNoaDe^dR~+*&9WIk!-Rr!ZrIj=4W&&nvBPU78e`n?P^PVRyS5O${B* z7z-k?Vd@pVXSxRFCBWF$Fhn=t?@`a^ioZ1*3!2D(S-QaE7IjKfE(l#;qq~dsqkIZO za=H<7?Scc5DjZ`WrP{Chvk%2;P1G-bc2ziB3eW(pj8#{6Z=X_bsd1*+-IUYXqPk%^ z5+(Mg1ZMA=b%L>GS~2Bi!__nojJy*D{>DC zYtD*wP>KcjQ_Xu~9${W=j*Za8#|3viH}4bxXy$)C!#8vZL95*8PZ~6l?b^Q1n^*U?u4XR>lKim7h(%>E>#(YB8eU8<#(2c|BH zLatM?yzH(SKvoJ=7-VVc6)efhJ$1n#@Ia&ZjUz3V<|t7JYADbqj{O!bE;d1KN1hvw zSJTe|oTo&cjUWcT?k7nXSJv>SWn>hZ*$vbt zj)Mm*%)VF>mgRG}o#8=K{C>vOQTAwMmm)=>oq!I~R7_lBR^|be;5nfjSm?PK_iyE- zYZP)t>h?2;+fP?}9x#-q6jZ?bm>?}C=m0ZTIf@u>MR*CrJe@x9kAEgwrdLkeSt$dk z_W9Pwfb~>`GiOIPJ(Oa3e7y?Q1OWE@47R?R$~=3@cXFYHl5@Miu?tUS#HP5-kP9X; z1v$V3>Wj!0<=9DQq)d-OotA1$jR)m)RgL^JCvb1vIL-(nN8`y2P`v95n0&}GI5!Fc zeW)4eGE<-e&YnlQMFvV=bqgpQl&79?YKocRD|aIPwo!R)>faQ0(V)b4!P2V<4}L&G z&9rzohLx6+_NNAa6qo@|{(-#B>~^2i=g6FhVXqjU$C}DMQ!*{dW~m`Dy3`8S8LPT} z@C~W|t8S7Gt$o`l?B-NsXOlkz9T1{f;WFdSmugM{@CbnVE}>Mda(vE_HnEox5|SVD zsV(OIgPa2`)XiO6-xWn3%*u>1H+~s&H=ZFE2J5i4T0!tRfeKUDm)z?`{Hk8jQ(RQ@ z#3&RYdug!{LJ+4+$Jci~MKfX-BV}l{{o`dwtQbjP49_50?x&nPj>uTf3K?mH>esZy z*K_>1^M5cg=VCw&A81;aE(OGA4C@=Zl!{+TTV2mdVj|9otv?=Ytv5VM{ERkguXi*0 zE>CP8;XI4dk<7FYn6o+LBl1sT?)ttC`)s^`w5~r$WnCU@c@TI`M123D1#&H+sL4v&?8&BhvF$l9OsU8QS6YevV411qS|>9pnR`O|K%egN`~|;P%2lck>u%)U zD2)ZDmnxBqN@?4PO1lKfC3BD1B@zF9AARa2l_ZTmUNt+YtYYJU*Fy z)2T$7#DQ*Om>#Ml-NYWfLm3rI5rqPe1xw`1^HG4tRN2GHQk-)_|D0oI5b93=?LPV# zq%TTS?W272OV*;R1j_964vHMTQPs|Wwz}trTWO@VizdJk`%=KzQ!=-!8&@?*Ce#pp z{4gP&!nGzZRx`hUJa!cJhP#rEueb3An8kvdHM_J%i@u9OA5OSdsNNSNl6h^WAqsr|}XG7MeZyjgf#nYNwN z>afeJOU0`w*N%J99ivndV$32$y>t_;vV1q@AW(5@dk4dOEpyABARD1S5j$rP>Sv*n z32|d5x%qTARHPs@Y_C7|gm>a6UO7@TbVn8}Gy;NAJw;O9O7GH14Jj5##^19DXc{~$ zvPCaWbldA9p2}>RxC5C0d>B%YOn?<~pg~WNf^hCur~(_-9l(DoU$C&;PgkS zR9DLGz0vSgaY*P(l0$!DBc;ol5tIujejz_z9k6EwRl%Fa z_>d{2S2L>=qL2_~sK{Xz_D`S05P!gn*|a)l+!b1k)6W=1cHExSuxI?*lig5l+Jzjh z4-GZis8xoe*7Z{{as99OBi~}X*0DPjM`ky7iJuXuGcETyFj6grv@J{F^F|c7#%#Xj z@oJY3Bi8??K;@;y1`aADP8{p}vr(D-3epcP5I?MEOw6n;!k~-F9K@=OtM4g0-8JnSH@NO7bVo&6PdKTp_rKacNbI8zp^mc<%Z8w~EUr(ufhMGG?|=*1(T1aRPt*of2g zvdNCJU7NPeQTZkJb4Z@VL8QWwZ8|Gy5`ns7Mk-#i;9ROs)3YCbDw7dWxR=Bys|VWM zwW;wDQ6L@I_8E<)G5L*cE4xkWnMfgjdxCs^z?vOfXwMC~au%;5Zw|LVa*AL}*9yS@ zVBC@-0_Qahx8?ZTv{HMw2_N9?siu&BEdoB@cMsj=tSk_67C*W-i-G>PW;gd;8W{Fy zy5b10wfBoXXj_c(zIp4l9)V(H&cFZDcPJOWrMdABbj@m|I-dI)el+P>ao*Q(0g)t; zeui{cAG8R%o%LK#FtI=N!?`VeX}vpw2KUcK-q6|F7?Hk1=lJ1s%=Cj6IW&g24~*yc zHw&aTqb%;CFUb?ZSYcf%mt=JO%6@XRBGvh?d|-!pz81Hx@<5iQ`ozVMKYpLyN?c4f z?@0o#NA>PsYO{>gS?&DWv;QwaAb7WFB{pI*^uZZ1y694b?7!)8D^?l~_l+KJc?JO{NlHtpI>qc z14FC=cddStH}}C(hRU==*Gs}L(-*nDFI1O0tqU4`tG?XEX!&YeQB4o?C+A1@8ETA< z?l*oBl3n{-4zko6{k$*p?K=OPqt2aF{SWu0mnUu>4|z=0ldXKuwV$TpQ7gaK1%b=n z#EFoX**2vlwWG>TNkd1cIl!o4X&~9=e(iFYMbH}Ot{~r3Bz2xHzwgUbz&gL%{>4VG z{y3KgY^+s4 zIuvAG;kLN~_a`ld-8lPV&IiBEMC2!jSA;DU zw{COP3Qex6v};#fJ5|ILoi`Z)Cd85^_km63lzt92=RbTAUVi=Fjc1pBjdkp(EM>5g zOe+7bem*Cs>kdJhNLfshRcBL4Xzc?y!3YtuPoK;%S9NR&S!jd@z0gk}-cbpXs?W!0 z(+Q86Vf%u>W@%7uy2=_=IuLBjgADBxm%QsoTwXc6-_Tmqzq42myHAe&xO>0$gu8+V zw&EtHc^_ZF5mWm{b7=;cfWAjSMx3~1v@f9X4f`>u<}-Xykh4eD!0rYgeU=tju25PuzqZa_{Acth~=5qwOjb+Zougeu8k2kVV^41 z@BUb7kE^2$*u=)Z6g<$j77{SjTG87@-H zSB^Y@VFaet_pVAPP0qIMccO4;^noG@dQVaRV)77G(xmhh@~rbk1%BqyCpAa3UHh~x zZbjp#zZ#44N|N6 zJtHLlb;W8FbMfhrl2n+9Yxvoy35U%`D`kUxZTigwHg->@K=GGAZ#TXwm2Wvv@xQ#$H{J@`bL`z6az$?3PYV^8i39)Suke1? zUl!VP?Wej>H?laAFz43T?;f&S`waVXppg?@w=C(GK28U|ED^n{VA%0y@67_*(Wkn? zL4BE;+M)>J)E0YXwQi`2cyN7AjV)^3b$5h=WPL8;xpY5E5*zy|C) z8u!!W!9d4aj>}C~94AZ_lg|rl&eI5||A-zU>o}j!@VDA4kJ4j8ei>`?B60?9 z6l~rixuV}}JI{{gcZo}BialLtx?0yiO}%$15LiMzU8V)Ps2K_$W>h2zoKs<;*#)8Z z41?9 zdHD7ytZB(PAbXbsRKzC|S{?%he;!5pY+IFX$X8-+F{hSo<|#W$SxV;0cNKW`=r5vB zm7l3+)(P01>jXa!uUopi_ae}ihv7a#98PF*-B!H8aQ%u??<2|b*)P`CrLaGnhZB|7 zF%%p%BX*4GYm1KV7{fzmeU&@@eSajrE2p1U`r1P1nh)G~Ti=q<>lk2*pNPmWHV?19 z7mPoG@qa&(q#gLw?+MpRAg+5QXVkDQI@BFo9~UdDNN{@}XnpvOrEM4qiT%=Q3|VHg<0Ap{Uge%8~WqV zC5eALVvU;a!TLr7exzTGv_-uwfX!{fIc(pJU$l({T*Rww9xfW%`e(zHMrDakn{>^j zt>v*?e6^K6*tk*B`0^?y;KBoz(4wt%K64|LK{#wKt2{KO28`&(ZcDU{K7~91t?Wrxgsd7(MLetUE;~J=s=&kOMO?e3I z6;&1V|14N*n|ESg=Z0?xV-DrQH%+zv_rJ4(IUh5kmSDMQ09$y&c#F-Zfl=*<+FDxf zdV7K$&&iLxmj0_zj&&@bf|b!U6xe9xe01-37KfvD?|zD3AT4uLs4dEWk}ClImRnM6 z=e?a~6&!OW=lp1Lg=agm@mo=!b|l!Lqu^B$^VAAX-u=#y+PP0|s3M;d z#6mqZUPnN-+mH%5yo5!>g_t|Djlj71%+ozC>c8OX9RfhEgyKf67YtjdATBv~l)a&s zCikbr&{1DuT9Mw?dL7_P_(x-1O)>q7DqQKgN!bU^m`gaT!WvvCVoeK)1EZe6*Xh_B zd=Y3S)n9QCBlYS()^Di>A=ZqQDf2rt7Y4q_SSmsgV zUf!DZEYKbOTh{vvFU%EX5~62% zDaha4&!WZq!sf4B8;)j2vn_hhyl@jo`KfeoF~R2;Kzr`j`CpUgh3l>ZqJ1Uo+zYtuzH4Avzig)J}JH&K2{u7-V=6Wk3rb*uMu+V zeZwVJP(*0VB!PI`3%$)7{ESYvpVe#+*i@CNR+_rqTc*vczsNr3rKKcCvCp-y>kvFz zTwmp^l}1wFuf1#FsX@U5Idtdl|c4mmr8Q7d+RQo^YfB(_59}aU?@~W|3SXTIJAh?3S({h`-h?+_@mtj|c_Y)Mu|TwW@Ow^CF5|CHn4VY*sl*`66=jyv2eJHR^dh z(*3~xYQUKutVdJm`R>>(U5p(Ma^|c}&&9QqJX}c<*FZ3loVH+i+$*%ei($!;xoYd0TFX(0UiCDHCz$U`XV ziY8A?wM3t|zLuS=?7X;L1@&%s75>VZ2^X#8%QQKiYt+ih-Mc9g6eQ23@t zpY2ZITb#}(rl{&4>EFMTYh!aA^`y8aQ+LkBQ%XFHm^-sb7=>#lto0{1C>tio!J~=h zgok=`+NF-LcT;bIPc;^25L(I;#*{bpjMEdinEUO5QT|Rb+|v=VcH+8CX!2!2^9^!f z4$1gBN-G_zz49ce^Z(l1-o<#0dLQWQ8)BP#!4ALLSLA)<1H?GnqYz1{?`I6X3Gb=ZPD0I}?NGCp3pe;b9u8@TX^_1%5$3HBBR zwR>Wc#Sk#6bZH$!=khhuXYHByQt`LgWW_FSNHiurb* zx{%YAfns2^*5V!v&53OFEeE{8|H9a%ZJlCpz+h}3PQ90|XFa;Z6&INutiN$;{~P~@jn8O{j|~sk@_4-w_cX8L?%Pk$ zwA|%SP87^Ho+TGaFv?Hgj>cO96??<@#kAn&p(FrzErPl78H+&As|s%<&@h(mYu3{X zSiVQFjUaewyA~_QlyQih)_#YEh!!ndwoD1tWSi!PVmCNKVxPao`qsIp(YoTG3DJG9 z2DMH`u2>HXK|p8=6)5o$w*smkd3epIeuaO}{HFnEnb$SJiE@WBAF2pbR(Su~ANBdx zCZ=xnP`>Ij+5oto7W^|a&rhbp-%6xC8-bEo1XNHu);tH;#zjNlJ60$J0^Zav2 zW`2L$4m=lgeuNc&1n{jETH61rl$)BSbmm#{_zrg&Ewd|x${t)df0KxM&B@(!opfWN z@p~>9wCcsZw{Y$G)VmUE`BaI38zB|;$dHoI$5Vb&?`AgDoN7lyK9UG48o&a?$^l7e z#grdSSPH(HHzoYag;Q13?H5^!gWSX9e&VOUYfXo&+KhX9dcJsyb+Pv^p-#&a-obOP zMif|yZqdZE@b#w1_fD3^3FwXSEh^y~d02pggsq;OM!UXn;3;-@8A$HBaKxyU^=peT z$+_eC=s%^gq3KGttAU9$6lkY5GAx_3B{IN@p!5{Gba65=mU+$~@RProIU*DkLsxEV zs(?28VDC2G#fq+C=}pcw1I2-;^S|o*8)5VloWU!kdu!#B z9xd-#J|F*f;^AybfJD)V*Xd&f@h*1TV;S{qrR1g7u@6PtW(({YOWOzHR~Rkgbiszf zHal|C83gD3h)p>RRVYb~7CjVz=)#|#^6fKwAw#=kTAK9~r#E^OMLuUop5O^npNCuD znFo^h<%*rYp&8fbxsyBKa)}yYpD4!N0n&PRKE8Da>d!sAK}|=Lm|>xUT9*$Fs+0FFKIvsB^OC%A+DMt=(stsKY(rjwxqDdh*6<`XaY@8q}+($QeqPcrd+<6Y#JcZt05KVta@fd z0Dp6r6Ka&*e2DrknSUwRK%bH$;1pUmmjD3sg|y&Y@o^Hs793 zPO*f(>i7O2+If5Zo!To+m;YP{Sud2gPq&6HCo8~ucvTU|RIH_(8Lfb3uH z+Le8Mbp4;Cz?M%=;wLUqXKb3i8TZpE^~a14$+zoz=mryDMlo}|7O;i%=ObvcvT5l= zi(2IQ_~wY*N&5I?sY{8d#4DB>GM{}jR*Cn|_~?*y_Bq$CajN(wdgUlUtSI5U|0f9_ zd!QsakH_xoZ-W{z3wnlt&$*)}3wf8|3bft3cYBqPup!jD{PC?zQG-A6?)yaxcN|F8 z1xUPyR(~lAeTo-%V1e1f!36RN-kNv4Kaw4Ld7hyX+dAkVGO7|xaD@HBUKgcC? z3RCDi7a<2~m9|jt{7(SROfHojLSdXFzi*oZ&F)Ih@Zkk?rK!N?(w0CVj!Gy?1@2&_ z<9ETs39`;=%FYb;GIW=(mBzl+3?E{@C~DtsNaonP19vULizxqV_dkP$bJUr8!!9bsLK!Ps2?t>%7Z zg@Hd#OQs#C#rJ23kb%M&4thzA-lgrCJ!v_tsqBE8gGU z^51phHh+rVfZPWlSg#^csgRptV72tU6_$^ehi=d6UlAtCv1%fVGx(si_~-@wHcl?m zpMCJk%IJSfrnY3|5!kom;u{SdIU^;$O!_U|Sp}tJFVj2DDtnb70rosp!jK1PLx$qx z5b;L?_ku#KNrv=IUUcUbQJ=XBSj!mY_K9bw!X0y*WubZn*~iHc5AvM10@kN<>ODtUF1VJV42Q0F;@kSHR z%+oTfq=kG5xv7V2&Hs&DxSCf8HLlJI{*YXlfv*0+0ZGyg_OOmE1f`2mb+clXgcw*I zy}I)u)4w2ET7ViUQNsICT<`{!_P?gL&)$jaZ?q%tS>XEgHkP$>T0`S!Ny=-QH?ZZ)Ma3|X}HWI6rrl4pf=&L^b%S|AD|UjeH^G^k*eJdX@cll$=8 zQ_z_H!Kk~2s1nLxl--XC#U#P&SyZ^6D9meZ^f;}VxsHV0HU@3ou%euRIR* zJrb>*7jF7j-?d(Jzi!H=gzvr}2;Q*5ZG43CR{NQGAfmEYgmeTlQ&?_x!s| zv%<|ObP1%VQ>7ClRe{RN`J{%rJV4#%qo?Oe4K0c_&%NvINenRwVgn~3dPUQn zn0o^j=Re3b8eK{YM6a0Qi-9Xv6eu*LwIEfBxkKdM+rNtjx@-39uO_a$wQ$S1^pXlAvRmhm`=?b5nw(5#0`NIyh$`j!t zaQf(r(A*5PTN&YQMCySKM1Q!OH9-WqIKdxuij&JxMFAN`#xBOb8Z3FuvXNCfZH@A# zwSJ6+_(BKIqs3@Y{s3 z&JUv74wxHS{{rOTGc$#!!sdgLP}{d6t$lM+?X}&GE!w>Qbd^+4|5KCB2fZKJ^eR|| zwJz=}lDyeNO$BX!R{Z$wwB5`eISwTOBls^bv+Y_gpdDc$FO+%Ub*{+^b~5z?ABpkD zEBLcbd|I4fY zca6Sh4gCLiRLT+lIQf`c=d*I`!4fB>ngd;zk5(tmT=a1&yc9#B#Zal-mJ+86mtC{q zNsgV@_6Oy6``s?A&iF1GJ7WLv!nb`zo4=_Xj@P&=m$J#RkMG{mgqloo6G4oI20yP2 zv1o8EQKChG(l=(pLAZ4*(YHGeKZs1ZrSJtL(09mXN0?E}GRhpDu6bY@8JMNsM7ef2v(Q2EyvqFxv-Qf~*r z{jZjXe{aljPchAf@LV%5OiQ8h{B;1(>W_^NI(Z92Z6EREwf(r4Z+vd%o7Aw_WvX@3 zgVWzP3o`Nd)>gBPD!!C_ZreSbSe8tF+@~~bkXeZOlDBl_aCHQF`Fg?CU1P+Xx@s+- zS0~(-#V%w(-yqu0Qs7natc>C{i71`gdgU@mVW{-Q6$LHGa@*$R?@5K(H$pIc>0@GZgnS%IKWqsYmS z#{*L2YS45sJezj>^p&?phCW&u`)GnN|7(dHWv%`O*zZdcsp_oqglR)@+sTUh3xX>~ zny6c~03aqWdaY}0S<1mb!a)2UYEFz5{z8=PsWDNAM4w-Dt_WW7jfksK}<7XDZHS5BuI+Cte$<=%H8$>@UxQCY|Fp+z6CJc_(d5w z?1#Q602kAgkM_Se}=!1zFZ#_{lmpfLVV61TN##^*>u)_?lLdjx72Xo(`F2HpP}xi)`p0vZsXQT}_*^$LuF< z=7gKDP0<6Fd!(&1CIsV!02^!3-Yt^H%K#PPfP-)u&a!1I^kOa<>;?XrHl4m=oQE{; zkaO~E=k+fIAY#jh0<{=BpOSeaHsT}DJAa~HI?G~)3Y2fmQ}$m0Iq#bBtVI zJtDN~{O9wsAm#9zGptzN_wc0N-8pisyPHSA$J-D&d3&}hx7uc;Bcj68ft^)I3wEi8 z@dS-pjF8+2usZ`)3X}M=14+s zdOT!sC=e_C>>dlcTDugh^;%2GB}^On@nVemTor5g0?o8jQ1Jlmfiyz!-d(D?q`CNZ zT>>mEbs)2+eLifK&owmZEV=X|rrG8U$}8E#{Z~*6MzJ78Q6Z$$Yt&?}+3f|bT)hA@ z0=$yFfAGW^%$?mqTIyZVtdAz0Y*4GRZfGB0BfM6`*pJ9Rn!8xIrkN3BzZj?Bf)tH9;Ze*i=7xMXg1Gz}6)75YT?beA>V94Ur)E1} zdBL`ILgN#tO6Nys1b#mSa39*Ef zV^M@6jTp8imC30>%3;gom_w4}xDJ@a<}jzQIgbs)HnYvP-|KVzzTfM6UH;g0`D44D z*X#LwJsywe{eHjEKVCG4R2{rJlqt!7q%xh+Z~1ThLF~We-K{)xvOfBI99l5$uFzWV zobvXqyIQz3jx@M;UQ2EB@G}|u_VS@{{Yh!7;QcB;U}iRA5#h zh?Kse1yq98oqpFy@$)fi{2za}B1H1D($A1S0}Y52(#@Z;JtRp%~B!~%qlIx#PCv|Tci^)%fx*lPFcHJ<572=<_ z$1FHC zIP9!q64onIVhZMrq3-~2Rx5!I{}sGPus;4a9XEik{?lq^D#&UtZ}00pY8H76uveVB zh25|v#jV6$9I$-NzHv+?*QF^*lJ8*q0~~3=|Neody91!zvida_xL?B88Lq?I?w+0=L;7TP`nYHYtbG(OGF0hnAPyC_mt z_`IBn80iDRd}2|`w^Ay<-+I?F{xaU@&4(&ohpP%|Q)_`wg#qxVd`bPGxQ@R8y9PDU z-)VG!)V3{@P1+XmRsW|*@Zf2~wtd*{U4uX0ZeuJ6wh6j)m&DFb5oK2eDnoF`WACaC z{KFgm{C-eJRW0`84er)_ZvQSmN3o50|EXxp#VpzZcEy`*f}gY77^+r6Py4H4Ji{9h z4tV_Og_IetV@;G;c&;kRFBj8qtY8WN0d=PsK$a=XIG1^_|wWZL^q z1$2WFa~NyBF&(vVzlo^tZM+wwEjo!AF@}Dlp8&|ma~r~mb9sK* z>|MCDrzHaAg(I!p{YGW!$^#>U22!|<&(>a2fVN1D-@RvH&N8fM&A`4v&{3V%HAtmt zV^|*r@IJ|%pzZpQuE<=aIeV=1!L;W9*3OFSO&`X-4Wi1I30yn-gKT`Z^lDvacz%)( zkVAfVkB|knq49dL=fZz(VO^Q2=3P>1V69nzH$2y&7eUp_^pV2`43@NrbjB+p*rbR) zmRMOZ=$1p2#F!yhn*2pN&bOm}WAGL7>WP__y61~x*Nf|M5Fjk3;+5$2 zku!Q6Oa4EzqtgTD?lg}n^%dtNBu6H_qMtsek-5K@kMrB54ANO88fO_vR46SN3oCs8WWKcA>X@>AsE2yHq?KtMy_u;F zym3Xfr>E*IHa6DLt6L`x)HYEzRwyZb(9;r{iZN9NIMjiybU&cgFuuf6jz28F8q?-w zthF;QzNdQ`&1ul`1@VsJu<^KxFcID>R{A7iR~O6pe~aiN*DPvDj~g|JUT^Vs3 zq7`>5NJHiK&7ufY+D3hq%NwM-@gE?3M=|S*Em3~<4cU)(jN^RN7D0V;M>v-K(Z|j1 zQEJ2KKTM^QS_{xREuOetjUSwOj8XM+u-=mC=5P%%@P>RhV#&jc6yG!HWecpJ*Hg3} z008fiM8hSYA(#7*YE#>Pfr5Y=1HNRwlH97~Yp7hqHUM8kFY|u`liz9f))e*c_wZg2M~huFKRMls#)BG%sTc-Z<# z%u+2$n5kq7d1#M}FVEUh0oi+enK|~od9~L;=iiePa3$szlcnbW_Ll38e3i(J=wB8; z+1p5JD2?w`g>KVQZvMWbt2V+SW-(UEY^XOX06TK?7QF##_rs@HK6cB$w45I!H>Vjt zhU#RP2mJ1bq3Fgv;0rD3)xp=&>wfrL0wD`)!Z;d=4vqJ`9@-~FzWjl72=>__RRuxp z+I&pk8%j8WSAI>!eOm2|$>ApV(|!~ignGz_#zu_1l^IW|Sc+3^H*j1!+}pol-9?d} zkgc|L*qs{RoZ&}xZ&)L``5~<3pLdpc(!h$K3DvnwqEM+YMy%5-TVHiEe~>Dj9k(Yc#Rkj znGg8A5`l+@n`r+Or0lgO*3zpUZ2!BYFcH^y@?^qc!9UcV^D;GiUnu%~e*Qv-8Ce#h zkxXky$&&;-t^AyM-G1P%(0N(^oBq+XGmc&N+)eBnno0Kv?k1Pus==EN0v4*JlG~)+ zeclIbma%Uv8qP*Gt>S|nmpa_c%w`uX7N#r~N_#e@&6Gk;^ug`IQ*AP7Cp!DD3>16v z%3pb({3=$S?waP_fA>j9`yXbU#u$@MSz3y-ZZ`tuEnP3&)IIBNG}rt=|;*O6CNG`BA3_ndhW6uH1{Hev*OMVFOaW zb!jQ23{v8COYwS23E4-_u{TW7-;coA747Z1DaCq0Q`Pv&)f+?psvJ}W0rs?@Jm39r zg;3ofn(U{O77E*U;3#ZUE)BhW!MKpJ(c;0waQIym+x!YR!z3Pl%3IMO2u>Q62YY zk6fL1!ls+8bMMUF%_e}ei=xedq4iZ2?0Mv4Bzy8v8m#!2Vaqb>9bA=mWT%g0zKxvF z2x<&)x76nPOc(B9=!VpSN}3L8;-b=jtU^gS(UxBU=F*`CJH7P&6K(z*oK%}TZ20HM z?R+G@>gS2`NKAD#SM&zfE zqHE71QDNODWi3b%ptX)S&9Z|(bjyDVTA&-2Ed6Ws)DDP z3jkD>h@GhMiRLw-#>;5eV)?(8+If&n4%F2&kZ<%m01_~tD~w&giSjc!;Qtni?;dQB zM6A=U7W}DNx{QTskOK0|=TW&(VSI-P8o4JqN!kOv6iY9`w7^;OuX?Q66RI!o7xNeRJXD z-~eRy{g*@|>jrISWTy*05G>%>4n#JPS`e4`TYI53E~J}%zwa+OFV{d01&QsjTt_+X zZaDzwo^Ud=&Tir3HO`jF;LNhK=$KL8wnlP*xbo^)=qE7qGB-HIKI_!YHCYZJ28=k+ zir`=`rQ80*bGT`l*dVM>#@E}80UI!;UYKoerujgB#56rNfK#ATN#fW%vIvQ4|yy7=PhTvBTO8m`uTrq z!q%8kreu4+`UgjgdE9eMqwXzli;Zi4pRkmlL8ym&XzmNJ3d!{cqffZM*S8|nkADD# z?+zF5xvct-1%3QUqed^nG}b@nurrl`=vB?Mw)^Ta=&u=L5%`2Yh5q{fyn z)6FNkec(ucMa9vjet~vp$O6RTFg@+7D!Vg=N{F%-QBDKF7k`Liv?qkytsqaL(xiIz zo|k##vpEmVK{~q)Auq#QY&$K(e#AtSuIKIl3@xUQL4%ut-nxjmT2439`XJlA*HApS zz?80~s85@pebZJpZ8v+jkS_B}!L1B>oeq~1N&bSkoq&9DfyyE3?RYmUOj}NRwe0Ib zQTNPqgC!|$L#24i5KF0+h?k%!7;I5v6?{9Pp4<BDLRZmSS&45qPS`>$l_9AU{`C z0f>)s_Pn8%#fHu6g3u=`ZgSjG^@WPd@GXO+bG5Uvcg5fB zyv4@qV?zB}>2#B5 ztTzqc!;35>3Nni0jZt}P?pi9K*P>Ko%31sn9NE)CsAcY&#Z!7|=1pnjU~x1jqM3eE zuX#|XvcGROa8~LW3F9OpX_Ep}m^L(J+7jFb%eNM;C1D!XynMo&^t`T#kg!eg#FuHI zpzKwcflR$m|0`gKVN>&}AyD<2*3k3C9EN2}U9F6wxcewGQ7ydZ!bhJv=>_PLW&40W zIVRvT;z@}c?G-O&@4}E*t;|l8)TGw<#dTZH4$~*!wc@@jv<3ReMM#E0llzgty~L$6z}uRAcBj{|GRNkN>qpT7iJhQrVO3l6e|vX2U%Q-ltd#QSD9z~$ea}UL8bvBP zA=j_jRXl1**K%ciECZmka#qy%9g?Y-QIP5G406;HO3NI72(st&C7j-%v0)9Xg^6Y%~P@h(Gu7P ziW{ssW6xf3%M)J~8{Wakea9YRc((O)Mc*ugl&8vaN^^pUc#L zpuRfuE|TO?nn!{*LrO%&7O>OaY15pFwWk^T?|N1{@qOLQKnjI2Q|$T;fR{bxJz{2u zn%`F_s|oZ|qSps!g%Be&J-oVZ=u5tve% zMVG7`GNZKV4sboUspZVu8W!61@)73F2`GS0{iR^Bu@4=r0Z7bxL27(s6FVP?)t0vv z(f$nOkxpQgvb7f_`SE~Ui|kah|E&zBef(F-tqQ4MvKCDVdlLH$UX;jK)>5v{a%E<3 zzZ(QqMl6$!Y^-=-WY+(UNqP4_F82|_-9lZ3FZ4H^yKTe2|NB-RQRsRn^0!>je_8%_ zNBg3hnN6X`e;a;kJ*KlGJ`7xQ;pDmFMMus~pR0Z6e$!3L=@EG5-J)<@;4F?^69_4^ zdaOW1q0*4WX9N#xLL|#fztv5}%C5#S+|JL3oQlQy52&_h@uA?iLHCEa6UEIb>0o{} zJUh&@xmiBYl$#vJ_?t6Vqy!@EZ4u;D+vAO!MIoNo|CJ6TT@q}3F=P%3xB-V5si!Fy zo>2GBu&($G#Iz6CCx@yi4PN+rZ&daGgB>Ic`L=qmZtvcNBf+sP|D8<`CMYS~1z+UjjvVMM}AuLE3RC*veR7-3YQyF}4jv}JJ4zX^3t!N$pGUfW)L6D-31L*Edm{eHegZuI0 zxz47|I)zl#=^@Kd_vW-%(0`SNwK}sgblC6>M7VcMwO@A`SNW{y_)>jBThQYt)8yG> z4D1=*_pW{O=NOp$7RV87uAy0zxvJiymcKKTXBgi4l|ir8Ju`nW;0_bK4cCc?h6^jP zF0!#^PJ$%k;*w~u08b&UD&eKUh?u<7v+BI$(B$5BNQDWk&~ZX|&0wWz{GKU0Fdbna zqpaay+j?HZ&{Q99WSIs{ZfUwGPlBlzhU%vmw7uu?cvH?&he-QR zd$r-{r;(3Z2yu?B{Ui5ogOA#Q@{DW(h$qUbOb$Q;ruG$*h%@?a_wLel+)eI&l!NZ3 z$?LHVKi|lO`345=UPZ5JoChm7$oRa3F#mvaFNzwsQ6RWKsQ7!M$_Hnqyi!P`DCisL zs)eA+W5W1gcl%t@@6m5pn2uxPrOvX`K3Bd&!u&2md;Y`=b4 zw4H4-OM#q=nc#bu_vgf-={b~{e1iss?(0FtiV4ag>*hz`Pz}mCB$aUQZk6cDgz#iY zb__%4o4U&f@L$pE!q?tAstVrJ1^hulrdMx2@Bl+|^;US&xi$FSMSnXKGAqvUEc)z3 z?(GTWp*2K@@lj!x;s)YPBC-`_FcPVs4kN@-?ezu6P4)hre=O20D8$dH6=Z5XkfRZI zkA>Dmfs<%H7cP8@mnnkONOEO+??3RoAbjnBvF4R;gz*06d?^jMu==vW?Zqpx@|sSz zDSzfO^Yafxu%RIBR^Gn(2X`irMlYjNaj6Bp)!LBQ?afIIOm9tS)%Io5^f1aaTEW9( zVtOHGb~Es{gw%i;I1HQm9TBb!q^K zluM@ks~LLeHG(Poy-iDN`3cS^2k9|cE8de5!M!65m=_q}qqZ3HBGoEAEPY|#*BE|q z_5f}fAPj>gRT8rgSn-zkurW{+jpYeukd6T<+fj$2vDPAgXW-DDzCWdBuCRS3)Nz74 zt-N;DU?nC5%sCXfJY4O!RS1w!y)QQXmEb;?FRzhkF8_#idrcZ>KeF zO_N8tBZGzxt$lyK`5+%;FUkFLjqPEVTR2mkfv_)iJHeNaz-N6yorpdmJ!aF{^FYz~ zlx(c3PI0L9xD9U8j_mn0v+2Gjbo53*{@Z)g2%6MooGjiLqr3o)qE6nX`!tS-> zow5*%&=_>%nU(sFZ&+?PEhm_-Cgb`Wyd9mT$avXMXEpAIEs%8*sRgzCOQ7I2p*E7- z*M9TMha14E8)FZ1jq@gqoVatlrT`*DF&uc3!7FF^2-9%0$Ggn%UY6Y6<)g4|)THc4 zj7&4JG=In-lN9rULTkP_!n4YLWzlIm zfF995#pXTQ7M8Nxj9OrcqAFUN`dQ)wfTYgM9^oRVhh?PC2In1&#!z=Rr&;mf-t$6J z4YuiQ!ZM@Ak~{gdC&KlI(IGkJR1XVp8tzp!(WG-D@-7Tda!3))_S}^>CfLw>m!%FFFa~VnQ_X%yhQtuW1g14 ztI@^^ul1aSZdOR^1&0ihLcWv}SPfXwo#P}c-s_TgV_!oa;JkQC0)aWD#y%{ydgERsZibx2nX@YQR22 z{F3hDgt(f+vFaW-uo8ifcBav-yh+Bfx%Pc|1CM)Ow*@mw{f} z>%ArxLx9wcv{XSq~4ff zeMpW?<=;cENtTf|U@=9B7ehnL2t^$nabpK_focOLe0#ZRHh&uve1PZK|04EV3b3Qc zBXNA5{(7)NJ^rf(e#t078&Ri~Dl=2B!C`dpOy1BAPTA&*ybMu89kj8^nbkiX5!#*D z2J2;w@g7@lhj4ZQ%_VnmM$!?{*NVM?a6BNa|MvnA>`sO7FH!I$8xe9%oztlXkwn9` z@b?X5;rIbtR`;ms;g$oPVCg0Bqv$cNHK)D=585{G;6hEL+c>evKRSf!m(px!TF#<3 z?}Ukdl4%P52e?<)FbC?ZWT#n^^N|NRAp0i2QflxFOj(#?kA4Tfw>V#bT%Z>LP`lJmxP{=AD7MxDn*g>E~;@E0I%lk3`@XK@U@w)`f(EX{-xh6|r z6iMY*18(!Gix0YQwP%rfcj303Fb1xxBpDXEXr=XgD>%z9N|NMMhMfX;-rQO3mazZau&0VLSy)1H3or9UM68V?Rl$@m1mAGN_I54B5L)uLt{NYJvd61hp%UgB^m6p+nw`wF{yMD^f^B%z8`E4I5w|Hg2ZuPs2F#PrF2=kt#m+_s zjBstj5viu=H35vBR8nt6Rz4L}DbEqX0r0$*ERI66>K;;<=Sq|9$%1z!f(Z#){k^7h z>IL)aw0bL~uG5hH3=rnInJB8ih(xB2Gpimge=3j6M3fy{Cb=G9GJ_JUP!Fae$}mw7 zudMITfyf&VycHh=J*f>oA?z8i(*y^QuL$3}tB zeeormNn$K5(T$9FY(K@9i=cQUI%lB9-+qT0T=vA{_!YOOgj$`zmIm@WsoJYZAXPKP zD50bQosF_yxI`8XzBA00!)pU^xT>0V+{j}=6Fis_3Dv^DR;pIr2B!}UEr2$fOW<|?FR~I5OPW1G zD14(~tdd!58c>trTvllK!Ya?ys;Sf7Tg4{Y(B2V=7kFpR5M|WiG>GXM?%I!op&BSlSnl6-0figkGeqNia=8JH-VZ$MF6U8bT3R6ss>6oo z>&!R*_9g^yca9A{_B(d;^S$mj51J*YibICAkrRgu@FR#gSSsWFkBHes(Uv5X~aC=Xli+Of`m=-0y2CHLq?|Q@kTRt&#u^GjhwGG5z*F}+?UpMx45Z&({7t?5e(!Xn*2xw#FI$yat95DF(2R7kQg(AUtDsPhZ+#G@* zk)M{ts~Ga#tJ@yf7$<8vRxh6pbWo3*jyY#2cNE(D19|hjLfflla4IZ{o^dcr_(BSK z83)$8M%xvqq(LGcfJtBHdS$sjogh# zm*+p_I+q_n7QK!PTUo3lI9Q7NCF9539Bin8aeJR$ZB-*QoR#<;ri!s>I$OdF&JDPJ zYZ&aKeDFe4o@t9C#^0t(q4oMv{m_+7C32XqaZVDL)(e!(zN)lr0-U;M^F+u@E-#MR z(o^tLBK+$XFI}rN-<>)OD)hQ{O}hU0!ucS@h8wC;Z3RQ&-WH&pmoIyJHs!D=?ojj)f0fm>@^QiNXrO~A&Ded(Xy*cd&eRk-+Qes9#PO2Q=rtO zT}Pk9&#cNJkmzXD+j#}-QSLrgn;%=OPmfJ*F>N=tW=HJf=@da)`(vb156x--SUth< zgU)#0snbQFZT^!#_fMU$sMDM;dB%VH%D@Tieo@7m=M~r*dp#pG3rD!NcD0k&SrVYg z*Db)@Wjh;1Xlr4n$*vhb==^RO)nbu++~h`}Jh}QQ%k@M50dm2c2F#vQjh`#|2aQYp zn}gPzx_MA3-JOZ0N3rK;YIb<#=3|462+;YJQ(;(36is7JLqYul0Z@r-=hL##-T0(d zo{j*W9fSW;dH9>kO|2k~9MF6b!)}r>2O>!OOt^Lnn zNev1~YbYng=(!-Fc97#a&E+Dpbq2WYcD@{rZ<9f^?mq1l9eC)xS5iY-Vp*d$L@q)c zdc2@L-k4)K$^Sg%A|UUk?l&I{ zfZZuOD|U={o8^|rA$|RkbMY3AZZQ5n#ClxHYTTzkcfl-$)I8UfWj#&{sHWTx;6(o( z5r(DK7$@~LmKcGv5LVqk4f66BrvrrS)S8(3l4!k0V?KGjF<)X`>rK$9No5?R(W*Pt z3Fy@n>~Ek-Yho6!5o_Pa_xaV{|oSadXeLg^6W?Gi#rdS$dI=Npb@q9RHCK zBeAbWd%R)-U>th7n7O^GlV8*+tFl^nTv*expYYcEhL#--H@9j>|J*rZ=AMz-chiQ9 z2(CTbTyY$a3+GgxMI^0_oSzBX8-}-0rD!bIl2;KJ(!+Jclf!om&qFfoT1 zdn^7dUTy#aG>gXrV4g1G5OqjS2QcMmN{mLYA)Hz?gIewy=lsU;Po@jcBntcjgxYi@ zN1wCV3h)p4qR9i{zz>6HLU7A5H;J42NkXe`MJKN46#Hb5C^6dr>x8`@09*E%fuCIk zSXAOmJ{}#RG9=V;m%^ikDo=KkyvqH%c@>NJ%m!LM$u#`64F&%J+oFc|>7n@;H4+xh z0s2+oR?evj%`xf1;PEqO23N+tNh-~gn?GWM!!V|r6!1L@`3WT-OpC_D5h zZQL4ysEJF>w$1V5bS`>^dRCMyX z6YbXAY-2OYb#Fvv$C$X-jbp;_{fNZubge{u=ZNQl2)$40OxN6kmrbs(#X;d3o%m0^ z1toBA2Q#QiPGs@I=#lX2@c?9vp-7C_k%wLbC=JItA;gEN?%~(|M%T7_*i)0%hHBUg zr1^yadTi<@Hge9HwosL{DSC4jR588etyY$%$9n7L#BUg5iDs7IPCy9?0m_mqPOFJ@ zB`1;k$uzg>AIAe4Eq?N!&{^Z~zaNxQxm=ZWZ z!KlM&IJKyEf~T)*%~ykD5*Dh61=rgUHuajm;d68D(yvnZmD7T8#+6FV7St z)CruQ)`1;9V0M*fJrP+0NJ8$=wzaYJ*!5$n-jwC%IDVr7kKxcPctvfYY*vFB770ey z-RZ~~!PfPdS1^bbio+eG{jZhBf-Y~y&ktG5Kavv)|BF7-)qq=;#>F~hQ1>1u9-Vox zlZR~0(UUE#{N2I)kEow4LXbyIqmvP!0&GIMcyb1@En3mS2eQ0`a3CuqbCHK_W1$Z# zohY$>=lC&wIi%$LG%Sva0siL3pf$v^?Ae-Du52hbg|@M2NMDDBpTUq4v-S4T6=ye7 z`Nv*YDZr8H5qYi5^o7ws<$~StoQo~ai9Q*jh5JKKMn@0ighE+!k^Kwl=R&!7MN>$B z4z^{vn>H8C;?(EDR1x2Pj5YyLnv|jzfDlK@T*SX*6~?gMhhw0{s!V6*p7rhzp%>)1 zmqNLpuduZ{LEz&c>@_iT0eeb>Y2%N~AZiTo{Ioh|I&5Q%Mn0?HMSGJ_LD^Iz<)A`X z>)s+w4sUn!p{N+2f79Io>u^?`kV5$_6D4S2n}mWj>1H!K1t{i{s;dgF%FZl7#c6OW)dSekwZw)o{3 zi`roOEp=lw*6|F`2T~6Jc?=x!?!9lyK~;`lOwoN7zmKuPoWRHIvT$qaWg$4emy0JZ zw#Mnrg2Vr_sJ$cIJ@F*i5XQjFFzMzp{T`V6JSzC->6w`}#9nB%Ucya?=@Y zcYIk}c*ModxT5yg+h@vlsg^ROf6p*pg{k`e*9NW=tdj`us7wTw3ty%oDNHwk4VW22 z`+99WbP)!LKaC2y@eLQ|w%QZ>x$Wf`Yr>BZIaGB=`K_3eGeJY>WK`a7+GK#Gyj8Nr zsvF~@W^RRto&C$HJ1#*CLJ)OfF2$MDC(YO8MZ0z1XSlb#Tm>!EXgytL1ac2Un%)_# zcu#W{cLo1!ZLmHcbeM2mb)d9pb)|N3S8cK^Y2?PX%2KnM58uL|!rw#m!&CqbU;%{H zKM3WP2b5p;w`$|N7w02G%9-Z}8yr%kD0vzGt_b4SNje_$v9d>?isuf4pVd15)U`SDsPC(4)Va#F zz-)SY5x;0*%qt~_u1k{8Dt-&;aW$SVVd#uJq?{DR0DK(Bf{ZKms?z!W<=c1O_?y8nr_-=L7 zElGhi8Z42|lyCpGE@g#%dI0+Nlw>bRe8C+)6kj5>a~zQAW$qf3v@$a%hZe3&_DZRR zZ`b{n@-s5J^5i!A5iDsx`ELN=j*qUoW~#=PbT`&1cl;cBU56UHzg&RYUp}hP$#VCD zdpxXY!C$BG`!>d!g6>{8Ht%!mOR&J^g0_zuf7dfmNDthAuB;?aJ>Iq#SM_7-+b7+Z z(p~5L+p4XNM{rRs`tFUb)cII7wxD8tq^K#xS*5NNtj1S*hJ6D4hh--FOR;|Vy!Gmm z)SKO_-1z&QztVCKH}Z&JSfX+NV*L2OfVA*e#m2M~J~4%(Ob$~}D~j7DoczF_1Oi4r zA}rWE*0Pmk5)Gc+q;wgQDRN9#_X*Zh^T)zLu4q0D>DN_{%_mg?t< zs&VpPGYVwvOy(2-O**U`dXoUlfGyUorLKjw7_um1W_gxIrb-v`1moqLN~QxOD_=XrN7h1 z))m~REG+vpZB~*qZC08vwKYF2+=jZiU;fOjpDIIMya=*us?>naMt*hq4*{a4cd*?`3Gb0WM23J?NR{p*XfFBOTMST`yO{UsYS=+L zg4*WpXV|!Rk!rD@uELwkS>D%$y7og^5iRP3m@R05?`yW#M^2K9Sbbpov#LX-dXSj;BL!YkH==2>x^PCswbJSv+Zop3u8kw667Wpm!BADtM(ce#+#johe!49>W zHWvXN`}e_gKpgfxm>$naMLzPP={lKe@?#UHMAoa6bMEznnW@95yXu2Vtx z-7Me|`)ANThNl^h7;M$`8?lcT)s05%z9?0zKA7)li(1`Ir(Ev)dN9}RP?x<)09 z1NzYs_lh_Rg_(@-tQ7dx5C>n;(1Eh2`$CPPQ(pgh;$dqHOl zi`U5ZR0fb9uwkv2r|`dJlx{u<+UfOVob%E$dcl>p*QLlmF3kih_HUa3P+BR`PopIu$}=L?Gg`427QYg&b&%`459{1+ z(?q!PN>@vpQY_E3%A+X`2uIMYfHzavkD}~T<9DsuiKiAMo}nBP=cP#2Y(d~Yn)xxa z)_t^RX&atfe-WC9(!YwE_`h{Ry*W~oVsC_kIuZY&A#TN1uI13j;*V2yCqX0on4FQ$ zm~T_rm77UfajQJ(nkbGcEv6`DZ}-J@TwL(Q~+{m zO7NXyNG-u`(1iL$Vo>6HSvhdnIe)QA(nzsd_$yEi1lrm){pVeTk$eqlw=ZRyc!DUc zFPOYm&a2p{Y-Jbw3S-aDnKm3^sj`E+1gua~&ZY;+_(_L{A_+D=XB62PZH9*rPCgcT z_SS$;V4|z0Mr2*hgj3$oW;a%OWCW>csE-yDLyR}ZAU%dyl;Iv0ui|yFNGX^q;0TZZ zt1Asq&50RoeoiwDS%BjMXN@4EQGBRJ+c@#w-vk*9LgH6|#fCgO`bh`MhD4im#2|Xw z7>JJn;)o%xIk_fb?fvqIkEAKbsH3LE(lo-zlkv1?=yHYRFB_YMu>!M*cMA(cYLu*$ z)x{kBm(xzOG+ATWoj%dOSgOL0NMt9g{!Y`nxS%-HVI?+|c+J!~!$6L8t1Jr&r^FP) z`L>G-TGdEqrj#7=yceTI&8wT;10JO)%5n$fM;R|BdWD!gsjJ=ZNX9NqQQ|N=^@`@DASK^A&t$Ow#HNqm037{fJ?^; z%cxsPwD#YCV_13v_c=vX&tQxxD~(zptkQVZ4Cu|5;I+w<|+e6D+3 z#MZEuhB(%aXJ9%bX0HUN=Q8cVk&>FZI9^~r>+7DTwA$Td*HLqo@M}$85}foRYJ5jz znmK;^WU*QJa`+O}1H#=K8%l=q6c0v`4l76bC>=7yzmVe3qs@hBd)T|=5T@=t;-03u z`0oag{UzzuaeT$%2C(9AB$Sbh>WiMJh;jXZy|OzNCE?rRFeplQ4Umi80pPynwa{>h z|G6>F>8zODd%Kob$oF4py4mUWb`4X=|DPKle8D>G>B>N9nHUzwg1Jw?A};c;%#Z0l zbiBlm{m5@C3%7tZQ2@E zCCFLZGlh9uz^BbC8QuD;1s# zJDNBc2cA?|=*<$A-Zii&=OZ+JzN)~MBF##V1;v`$n&nOMM9h+KNifc%!Gshzl~ykcWJ+SWOE;EotRm_&8)B7F^sMN1DH<8yO8v6LA;a#Me>|t zajWjj!)6n&Mzh~?F1)R%_v|CQ`)`xuEliGh5GQK4TQ~R-HJgsqc$0E^Nv~~Vz-ASI z510)Mv&Pu&X$#TWVT+hQ+o6Zg1`(qfC#E~r1EiAA{UdQNDMIq1^CxeNNM|cmnfjSt zH?961CB)piQmq7#r-3mQRTzvK+k9GT%6(+;)2C-Oa1ToyrCE z_5PT_n;)VM-V#?D()7!zC@ z_pdrEH7D=i6lmHPYL)VcS53O-@43Uo9YY-yNo6EN&QKHD2L#iPmG#^2PZs>6l}yEq z-4kQNe|_KZeO#R0E>_Kpp3LYy?U0Ld=WoR>U0oVh_`(AP&N9vqEvZ$C`B-X4k^XInm9 z4Av2kwv~*ox92+U`fZ{}%eGddH^P!5MqC+MM+6>z^Pi&D4YF^-b{uy2mXM%mAYQS> z6a2{iJ9)ydycP9bxa*BBN8uolXAJ51Aal3s? zF)+Njz7rVqD$$h{YCE9=F3W(~*m9w6HtEVrj{j%iV$|m|?&`PdSAR}V1Xs-JTn)df zw<>6IbpJA&c^0zJg?pnjdU~^FewrIql+A4eqk1pd*LJMMBnzXf2fC{Uj29kYx89a= zm?!aYH|HQ06`Y8c?w-9d|sL82-nrJf406>N}SolfQ zS*K~OOiYi9)E~&JrR>2U_ZI$35s3?FvzEL%*RdDQ5$%JVs1>5AfO!A2jx(yRwrPiA zoAQK4es;GQVAM7*Pgm;)xp}Rm_l4U4)P2)8>kE>oiLCPKhzjU8@+INgPx~rC#kw%e zw%Me&Xu6~R_Sc}1A3-Bja!Dyfr|+(;aQ8BS-bn{9{>-hA>Hq#Yx@L>43CYqVgZUDP zP|s@P$9sdq?RrXnJR09Saml(TyYx|e&CAMR|G5fb2zXZFyOylz@zOCcpS3qt^dvFb zzY{MZ&Wu9;NJ$N!o?ntmjEq~-1haR%*T%mFNVE${a+*N{EO6+qqaqg-I@h(c#Tk)& zY?s%QvSye*P_&Y_ibP`d6{$k+K*PR;Nfk=a*-rGoKIpizG$Z9XCy(%HY8kmX6z)MATXM#A%vK&bt?D4MD(FqxV0KZfNUfhw$-&P)9SRL{E=MzdV?C2hm{&| z>r{g2hb~=vHrjKo^-8+x$!=nRKlykk3;k+tOA-SMu#+EB7EJExxTLZo7gaS9<0dFkgl%{jaYW0_;HccP23=Tj45M56j&Kbgg_=Agi3WbPtQ2oUX-c9IaiDcF$8S%c0XrZH@Wh9pP~P%5H3*276rWpm|4 z&Boj`Ze9Wh!hP^Z0Vd0l{*IRANfu;2!%`?x#-#lzpB;Qj`cL|;oq!Jj?n(dtT@dKJ zLg#I7#E>rZ7ewG;=OFe#{?a2EM=+P8^C1E=Hxf6_f`q4)hwY49^nFKZ+GBy+>DU0K z1;1OiaaA^DQ~kzeW|aZTIGFGBX*Tk@#GV?8ez9Qx`g=DMGJV$1)= zaRS7O%Se&31~K8X6lUGnZ69kHgW=@Of!SG$25y6&p@~iWMoNp)>doLE*<pTCpiFE))CQb!v%wqr zdSN`^_UY=n;v8_kC6+Qh9)-q+8jABrNrYCbT5FaaG1!(XhhKvjb zOMwT4ys@>f9=@@fer3^xu^W23rsU)E_e!#cPMyPoY5%q% zTSIO^o-B=B-8RR+^)6LJdLJ9cyVjq#t5+#e#CiA*_DeEs?C3eh*|V_0_Xt!Ol^CczdA9 zEwW0Pe(Cnnh@{yZ#owJy{t*?+iid90r0rOYxO0mvv95aQ%vxUh;j+&Cu|gleKc2QS zQKVhQQqY5&Dn3tUFPZXC_PpLK%$o_A=EtDY?KJegTR3br<@R<0(NAg=nTn?D93}UD zMLd`Ja8Nc($LLxb;t*MW8$e94KWvjAEg44C|LC2weWU36SMJs;-*a zmJ>DlYmkTLe}Jf)O6(H%ggeoKM?UZy7k;Y7KbF#PeqrGvj}vtZLf9XfI#s#l40Qga zHe%yq5&Va@Fu=SVEUOiCdZts3I9Jh(v2h64Cir`ETHG{?)>`vqKV>rOnW3jYYJ0uJ zxos2tb{PCds`ybE%UW{31sA!5dyb*TB$mo#LnJn+{`+%i5; zF18rv6@6;(rM+}eR*MDGvFIo{mdgIi6~P2}E|MJZZ%J>Ik*JLZFt80d`Z7Gasq zZWhzAWpy*3iqhEq)@XL75X?WBNceZwa|$-gHINP4RS4TN%=($p$ND5?A-?kbx1Pyx zSjDn!Hd@M7Ca#$LZ9j#1YXM`^#>ZUYE545@ISs$dhj@l4R&N3r|5A2z)-1$*BkjeF z2*6emxgcQy|CJu3y8wUB%q!==JrLq;|Khhpsb=sv9$Q3j8oXLPd%$VSG_TWy{o{2g zRCkc)wVoD=3UA{!8Zb4rXN_+b3wF;3#L{j(AHAu#-scOUtQPee2Ue-`~5In6%$u~C852zN0N;qzj7 z`XnSrLo}K4e=L#L(RqD9yH4HK=3a@bkFCNPje1v0+gH;sSKj$83|(%!XO;Qio{s;N zqc99s3vujd@sZM#pYK4=n|GbRFrStFT+OIUEg|I2?Yv3BBQF+-tIPO{#0m&Cf~Zxp zV6mH0v5@R=XROR}!SYYLRze-|LU^>#_T()eZA9+g~e4$U9GMkx`Fr!e-WVo!$MJf87sl>I03s=7$tnXep4{v&>`<` zIjM49^zwHhbN?KL5+1%&$+bI=S+@bH5PqdM4>@f4+#mEc6WQjAvo>HQ`rqnU(uT20 zG|HasGK3@cl9hUJ!-IMM1?OF#`Rd?=t%#avyzRP@;Gl_l=U^DVB-5{weQk?5aW#`-1_Y6A{dE82T;6kb+$+YWA=t69ZuRc zo04}Xp%U)yQBMxfyu3bA)f=fV$lUwKTJm0UYZ>0_{99$3r>l3(DQu;cov)xWX|7@v zb@F9@b;^liuXq78aO(x?pDQ1U8~YdKEKnv(d)u0fEN)Ozt)%NZS^G!jdNtm_{~7%l z7hC40KKIH%h3S3n)x}kvf;ydmTg2zucg1eWC+k+;J+1%pBE;0R)V1a==Hc4ByBvJ1 z>6_pIfLQsCJnhix|3ObQ-xI6^uiqZK!PqTpNPDpL(Y3uAl{~5{6x_iP_R|h{t|zRk z3pAkpgTLRw<2nDxk5Ffn@+Q?7X0UuZ++7~%?fiKmJhrUVKe%eTwD*ES4ZuTq_taws z&O^J=WBXydP)|B*&KOIXsoU-!)wQKakZXy@7Y@d&ehv7r-(*SaCeL;hnaOGOTR0el zzxUU8O;}oS_{o}tY?Qq#M5;`SVfp)iGn{6@rz@lzD-ktD-sWdLSz-*h%Uj@5M!DyYv9oo$S^5hPTA2TQFEwG0OAYo&4fNm}x8t9&5%ZzK3T_XYOyM#f7>%f5U^UP#7dFWftKV?_$=NU7|`iYE0!wn%D(G&_R>mEgiVC zQ0D!Ppm_~)iPn<)dG+>)Ts$!-)4QS4n{3C8E*^u>a?PrU4tNb$=stxNvVVfySjfm+ z*1$4kE{leC7jFBW(`T`ybYg;NL4VvRZ<0w_ts7i0;B@X-DCpIvhFVSbbnEVdHQtM9 zKaeiFCfqH-kuJn&?lkT^D=}7e=o}2pl=&_ny!SUITXN%S_G3<&Vt+uzj$z7*RUm~I zvAw0ibe>-QIIPv^mUwiK&)w1M0GX>93oni9LO`mVV7H)(J6b@BQXgQ6QF^-Qji1l> zGCKe#iy`{LyH$^!Eqd-dh6QsHtj$J(*zc=x{l3>g>y|-%Y`851_GNEbT|n|H>^_oW z!-HwO9MJAq%TJxCaWa8~jy8G!yOdBvMo2@DfZBRgY8R?`MrSe3%vE;6%(?m zQa`9;$MBr~3d~***XYn8l~?!VF&BB^9U1=^ZEPBH^*Z$Z9pdTk$vq<%?F6xFlV?_P zOYpaCBM|j{#?**dZ}^e^H2EFN^aTk@XSQLd1~oW^UF#~2TYC}K(YY+swv`Qf=-ut6 z3NRJ+cKe!sZJM8a46VIMnRst_KW8<(4D_P7PAI{Mm9(mRvnVCWkE!J|64?8tcmPK^SU&O<5wvyOMRoCwU1O%0PAPzN*r znQbXgeW_*wtX61F+keB&D@LM3&y zi%$p1^6iEQ=E|tk(~iOBDjXSirG1halmbKYwRWT45Rt?{!VeY7*l-V8(tduPu6~v0B{@Xt#aC0$*A}` z()<19t4f%gKA+*1%ALQw5L_~QqeLW`fVH{5UeDb1U24=|CK|lun?FN}0FWGZ)^s_B zUWL&v&}3QTrPHw7Vq&lhd<_}6^s8d*a4W%5aNo%*T%!iO^(cqGFFrV~QOab>t(o0A zohn+7E5fZfDo2NjS_g&DPC>a1Z<4VjC8dmW6PLDtt_xEuRITe7I-LeZ#rE1GGNAZ=}V20DySb?NmtF+WtM@fE>J#x%+#t5^_T`kpi$w2W|jdaO>R2 z4TD5W7UJZR zr$aRVVq$b%egLt4jIWZ-wf83aA~)RJsB&$}gIAH_gfWI=Qc(?i*dc6Hd-^z%-ys;B zGXbCr!d*UEil_1)Hv&DX%M}D%1=PmH+ho(Uf-n79M+1@0H2xi^>Nq_(45L;s&Qbqs z49zUi*DWUP8S#zZP$_7%M)EsP0SI9ZKr6aUiw3X$xY7>kKtNS1N!G@U=ZS2^jB1l! z)BOv2g~mH*+%i6-0{Y^zykooctoK8AnKp)`J&I8rAd5(H^2+CTmBaEv{}wBiqM0;= z_H;DoZZC_l2f|PT92sp8)PpCpd1dI_Wuy!SsMAh~ow6x+v8?_JD|*v`GmbI3hh!3) z{NMK(dEnm^aq6-gc-=pak_7&>G~x}xnOFOA%4Xn^{DJcvxm~!OA)t9$UQr8MjNG}@achHzs@ zs8sb3msLXM49-PSsY>l`@3tN|gMv5M&t+<6f^(XA#gG3+Sn;L7!lOd0&f8^;JTALb+MVbO zd@_!Kx0;+OXIbprMus85QG{%=@Q+1Xy+dNsRu-f*cEQ>=92I zrA&l%N_QO^W#&j&7;d&)X%6D3-65&~%}ouNP|zj<<0C~{2Yh2@?j0y1i5w~S zRExA!lWIw-1JJbgGHF>-C1#M~(H=@XExM!w?fjgw&bu9IlkfNJ1NV12<%s+vr~vE- ziA(3>WCt7GKN}XX)1kV$#WMa+Ti}%VWTiIa?ccR2&+?4EDG?=~_6l0kx%+o{`6uLQ z%f~MlohZN}%trrvKH4)tdG&O-lbMdHHKU{Dt~XSgEh@CEw-khp#V_Y@)L8Xue&{dH zdKuN}D3>z8^`b4!;hD92l_6r+=pb{Nd>iXTA|(@)?I4TZY32Y9-7_1J(yB%QAR?dK zaFeA7xu<-{<*?s1D6VFZEbGuNnDM)oLkU|dO*cYRcaLMht2sZ^!Xl3QVU+ilkNK(z zd68XE$bP0ltpyUMG#GFhc!_vo&eJ@3)2ZBrD6zW@ys?^pyp2kdn_b2wg)DMM^(nOO z5bWHlewd4qeLfi!fCixc$57R_c|a#udFo6b^e)igAB3j0mH$wmO)d({6OHQFi!rDB zVu*(WjJ@VQkm(_`^}YG5D*ZY7!2k%q^9?1UUep`~Gw6fHI8d%UA0l0s8~dZrxn$gj zMEK=#_a;Uq>xe-A>&O9YNB}0H+ELYwFYY=#dKoYTXnK6g4pBVWdHj=WM*T`q&aivE z&rYvEx3jZAuo9InJK|cL{UQ7KNV0-%$K7W-$NhHt?z`Q4CAEAbnuHQi5WjjEC@kZz zXokcR_0o<0vNd1O*j0T>mqG~ZDc#)j@Qc`S+`~gLfnOIDAO0PryghTlwRd@1#aQgU zD7*Iec}nMF&}U`Ap~w#pT8Y}jtUs?@5j|h4;uJ@{{EW}t_woH`Ip+J|+tO6;%&m#1 zsSb}ZpD?#_i`;I& zdx@{T3;VWnN3es0(&)<8?#;v#hZNdq;=BiE6cRRGkLjIHZNfMm{#`2Atg0P2 z*QKQAe|3`Z8@QL1ayX+i!?8&JGIi&#y?a5_2WQmGH9}>|_|TUc_bM{+K}-ZMbu=&; z;;;waXeFr8T~!|RossHLII+?Uph2em=eorjGgmuuPCkhKi|Lq(FLL{GL<)PQDXfyl zE?*B0VbL3u&i;CjQyPPXoaJ1pD|=vB&GFy!;o7^inOP+AWELx^Id{#Qs{Yu;iR%wRAqmEY{ai``h4h|VH;Q|}Q6 zRGUA-dGi{no-3HIn?Jr$Pb6H>gIA_L9Xz&lHN7;e6R2N_bIFSZH}IOS$^j!a2ik7} zG^~`ms0a|eTI5`YlN;9!UXr7Kv5)bht6zbz|24Pg6WWd#hRQiHRD$!H zbjPANV>6fPMWS2Nf2YvJk$6)iypxxA*9clvCcfx&2jHz=R>M=DTQ*&6$;IwJf`u?)y9 z2E53NUtf+0th6uFA|JtFCi0ES`EnWrvypNej#MD(XfeUQJgu}|YnNBPBRt8x&$^cO z4>aH@MClRMZWt~brM(vk&AKd8LUSu;yS_*D0Pl#klE-&02-C;{8X}d~P@2UJ-RTs` z&9SzfJF;mMWV_VtR?Tjtecb3`yap8n>^`S!G^*ewB4^FCd(_YF!WvhvuSScnQp#Mh zx2nWXTN;Ls^jP1&3s~1o@<0~{-BK3+Or}#LcEPv*1$fe19@M!fA@yFjOg2UB>D<&8 zZ=GZ*9Ve=yZz4i&hIqM(+_J>ahG zRt(xIL(%nVE9$8sqhT!(vHhoSMDNq5$+e*vJB6M=GKglhQ5)+^3=ZurEhwrs)f69= zMM)OK3i*1- zOi;}5&iC0xm?vWF%in+YS$j1Af|Ms%yMBi0u&$|~A*4m`u|9WVscECaSIRm+{F=9l z3oaFaa6#na_n9nFwK|csVt(i#I$woU+Skp^nJ9gMmHZn(9OQe|lc%jF(Pnzq#DD(E z6T|a{qE%44<5!yly<~kSyu#>zLkWt(djCQHl(D3;C~-;6rA0EpA>o7}->q_# zz3yeYc~_gdC!PUR^N-hJX9nTH)ZOun4M(BivO0LN1&3vnZoVw86uAdHW=j55`Z?(E zY4(b%@TCjMj~f1NP8gWJ==*VwchQ2r$A$1iMabN5EmrsognY{R$&ZZHRT1pUfeydG z%{x?DL&c9HR9?u!zq75k^5#&!EzBb|1fh2ruW0t4zj2wxtN>^3&x)bC3Z-3S;S1V@ z_VukuZ%)*}x+ktWCIBd8_E4dgygp|_oifTlwJ7bEqnEf`^efC5w0Mu0Q@^U&O@XIU z){Lu+;CQ494nDs`iXDp14OJ`)E?`p*l{$Hu<~e21la~6BG67$y}+t~|3zkJso5AAxe`>RvUhSucG^2NB1XLy>q|M+}_2m5SV`_z}lNNdOFZ(&u_Q-m@ zjfPKvIN3gFE~pCOU;)SL%_2kLZRm~UGI?1<=8<*LxSe3b1#9cBZ7_@S{WzOZvf?I<}vqds&ctz17;f1)iouxGkNU^1HJ$d#o{0#PhSj@#B~=?zrfag+YK6 z37ZlLinb5Ani2_pe`=pBMKzHHvkbFw1Tdgdrw8rsSr8@HvD;=vyM2Iz{K>@V<=#ZD zCBV`*Bmb}btBHNheKRPv3zk=6`0Hh=>6ETXFa1orjvZbigt-0hkGd?zaw7Dc2e0py z)@{wc9OsDs>S#OD%`JHy`fec7iRYcaO&;=r;#75^08_3OU=~V-1U*TVjt4FG-_C6HU6A}lgE4Yhkh(8F zvVf`WocGin6c3N{Y<95W`$UxcIc!9 ze6|Ocavu??0va%qP{&8v_HuX0QUacjo=rh&?+hUT;a^}^`Hr*8R!?N@i^tlzz+@@W zZ8(;#@Ma3jMa07BaCV@DO|aH=dnI4**9#xMI6T2Qk9AauAhOM zD-3njz>SOS6QU{{WJm(JUBc-a5{I4FW5FqHU{Z^q9G3AIzueoFW`}WroUFu3LP*o5 zSpJb^Uh51nAYR7Tof>MeTH;wlga_iuDZ|iXBMisEpGQX4Ba&DlB%UgTikWjxTgM_c ziz!HhZ;0xX6~SPFdgSGG;Y}3Uitg}AgmuA`+T=JvD2qsvVBmrS2)9br)^#pD82Hkv-R^YpvqN`3l89zm4gm2p#^G+hMYmss5z6ysC8Wj9RCUe??pmY zM-rV|2aOqT?hXdLowXa|Q)#|<{_ASaPzew#-yutRh+jk|l#>0+FyOwrJ=A07^e6fO zx))>=D&%)zex+;amN2gTQb=SBm`pXBY$D&YTbx+=3p|wbt3@4;klS|Z&Bb$G6~3vZ z#CaQaaLgHN-ttC__C%HOM&ykA#vLtgnK;^o+e%}gM>O3KuPafen~$)euhdl*fQv)! zgmHUrDKvHyQ)Il7S*j0!s-?1Ic9D(V@l~&R-&zsNM`9&;Si&o9K=j0kX^*gp+VNL2 z;WI-G*feDhog!}=5q}JgbmqmaW!FGZO7UdnA!C&>ekUhFmh$aiQZ(z|cBdsO#uCfz z(;c*{WomHPL+7ciJU+r6=5{ZYr1bxTlmEX=11#Kj2fq8v%p5mxd6bx}bL3I?-P?Ip zPLFnvj~X7{|HALYLVqvotwNI7srnxGz^bt95k<2yEnAJxYCqMU*N@HMnushCv_1~lon1UdyiW{&Q!YLwp>I9V=QkGrjW)VZ~LZ7XVb`vdu z9lf8CRW(WhlP?~6)4!Ge$@SH}EZ5Ui&dET*xGnAaT1CSF4T?ncm)U2N$t)b76sBK4 z`)psyqnP~3l)Wp){wXz`dsC+~<^(eZl>e+f-sOeFqrSPHxV`w*_o7|znc%63^3Zj- zQq2@>P3}$)X0Jhj<($lrdx`5HI^B4xym9qBL2-Jjv|@c#^dr}83~@2}M=prrZXPn+ zy>2|Fqbl_0FX200NYy=q7KbS+x_u$XlxM8Za68hXes7ZN<@cGZ@HhKGsb{e?(AcW!@`Ex&O^QO<3$W+}W&kr-1e4n(F!FFU#w% zI!1U#l@OmTKPGjeDkVIxeoew-m%V{k^M6XdJ=bxq1FnM4dahs0zPQbRF1o+%4(})A zXUXf|wGBlCEbM)o{K}O5`$T8hPGU1*!|c^MCP5w7cgcNR5TUF1EJAN$!}o8QCFT7$ zZ*|v&A6LcbsOX4=gEM}>0N%-*w`-jjoAK-{tteYeE5ehD%Hm4!dA{A6TN@^vqPS%9 z9?n$^P{qoq78>qzL_O00IUFG}2qiR|1;poBUVg}v9eb*-%mL8lkd9F4n3hr8ajz@a zy|IqilXO9VOHO%5^oNjArGUlH`7m=%-rW|GqW^oQj+21ooLBd#CHU`ZX#??+8$K_< z*s1xypYn*7G>YcF$a>0imxrXJjoknC9^9}SB=;l*WbhHSp}VPq6CFYr*EpjR{S>wG z71`|&8^S74N+A9W!x&`KL(sW&VdTV}M->q##{^3P&oowoXBxd_pqt3@sjk7C9^>qy zX7)5y+u2}DH(FoOIgJ_gs56IS$g|((2p1deFDqv1$lWI2{=D&TIy7!xZuXcg#ANcM zhFlB$@?8}hFEAyc9hB$6+xTM`x2bU)JNRubq0P%Z#FV`oRNrRGbUfL(3O0-%-e0J@ z=~+2!`taG=8&;IqVYxy?qJw$pwsOSypRo9O;l4R0D=_@qQSn9SefYu?y28YIYSvKH zLL5cu<>Kyc$*nt#nO3TC@oh4V~|&|6eCNlDio@rrJBfK^mR+h z6L!eRAAWfSYwDmUaU|LG%a;*nP@;IMGR95s?U`^Bwu=+;3D5+`dTKV}z6D8te=U#; zR)M(bMS@1g1SxV-#WL69=tm0aC%-X%yiY1ct_iBIKEwo7vKpk(!Sy+*hBnqJ#khTg z4pJjkaqJ04MwqjwN;WK!9N`Qxy4;YT{N+m6jd|8Ll;SL@-%nqDR#z6YQj7?@u4+_C z$gj5#SdjM4g+?iT4%Q6)caKQgTFDDgqTM!uX zYM>u%hk9Mo;wOc}fuUJvQKm7v9$`JMV!uj8vqrF2c1}>YW}Cx1FS`@?%HU>AbXVSh zIe)o;5VwhR;Oy`HB3g-xkbec_4>X$3+oNvgotG31y{am%~q-# z?CLeB`c9&?dIc01H6Y!={iHRN8+KmcEFiv73Mru?>fn#iDsI9bG{lL6E!iTyObxJe zAStaxd2VlNpd5Md28AdV@1SM6g{D6J#u&2v#(2|iDE7$@e9pgUje32om9i6;6UUSd z6&>G<$&`g5PrIW7Aw0|H-JCcw z%2pEB}?`(rPai5ax4ZKHgheU4+fJr}6^r9NJof7QlvJi2adzQz91#)*uc z4LhB`NvS^neDNa0&6eR}-=Y<9QWc)J$*VlEs>i*TPkT=P1OUonEm=0RA$m3~fZ+#f zGo5>n%x()CI=a4P5;}fe@Og|8eSCEiA{P?hEj-wz%<`MXE9Xbz?ECSuDp!XMPO7iw4jmL5Uo_{v z&E7=)GoaMg3FaP~XY8sw$RJY=a;XM}6ltsI4-bQ8(QAb?(e+tjs|nKkbtLGFeT#O^ z@tFkPb2=Wp9$jj(e)tqQxB?q|0!{khFeO8F^_p?a*Q@ALa!E*u3d&@&a@rX5s^?tz zdX|qRrFA?}oPF+Pa2LWqc}Zc=ExoZ@p-H=2X@x)OJl?gnA0VMjTd_TUbV2J=hMTK1 z@R!a#3WoU|XUJmWraaP{RIa;qc}lLgKC=py`gv>~{j@hBT_81!lZ8KHdzt4;T~D*J zV$RrvnDGCdHA+XvZA!H)zw}=lLk(fCO)biy zjgKYPu*V3pM5TB7Qi|&hogBfpiQq)0ku&nhdlp0umFApxtYj`D3X?U1xsKvzWeDyj z_pzcOGEJRo+>RUh0Uy}9u7)a_ttl>E9SU#Aoj|gCu+!ogS9tswclOXibkat`CfE6x z$ap$Y+YBnz+mBo*S@O3;?UPa3j*tUX|MLA9 z?S5!as3_ZN>tQz5qZ0AKh4>+}dbAuiscIuO#S79kJ zs*@SB=mw_{^O!$ycd19g%hzXM&SZwGS43r6L?uXi1h9)~I7144-n&}BlxoV^T~Y&a zmpTt(xIm$oL*Tzl`6keWRW}h>^w0#!y8)PZxM0za^}ptZl)s0F0nm(8=+zLo(Y<-` z4tViqE2|_F;TeKCCd6I?7u24sk2%tQHLtL3vJj@*II( zH^sjlaTDL4UoaS3;Fb33mkr`#Sn(#7%>rviC z);x$bUO37nF*9(bPcoV+uFnfPGPpaA&uC-_LPxrUi`Xu@(^=-$@Gw`FSSE*@38Zqv zj*eZO?h@8|&kJwDn9zzEp^{~Fnsb$;0j6Rj_yBTx@E8fMDg{_mC2wuL8Zmd2q1)AJ2;@GJJ;j;Hy&g_S8QNW_i$9$JV8zFhTQ( zHc(2;YNXC1%nfjB%YDC9&m%nJ`Wr}qr_oYjJa2`DJ?#?eYd`YRc2ap|z3Nt@DWmyW zyt}>O{3BeHxu9kQsL;|lR*QWNDZLD(th9)1y+m!{=||#;BTd>tqX^81z{6RlYwFY4 zN0@0gjw_nk!^O zu&0o&SWB;WU8X!{BUgTpC2XE5o{@!^FJ7^MnXML0xJ$iE6Zq7~6f@LVM~{QjqZQ9% zOqpvY%dGA5o?$)=qLiEi{yrW>Shg*+F^ z1BGU+dqq&yA@Q+Vdhvs0KI4d>6)P7F3VqQEkGdzEnPBME()Sbw++d4ss&w_kTV-5O zYQo(w7CQm3>6vhtQqccFPX0Id26(suOk{k#JJOgWXt_5T?vZ`zzlJY^wBz}qVJ?Ao zHU~xvju%_*Gw(}K)b;HJ2hfK<)StIHMbRmatG&~E?%8q8QiTmsBN3Q-d&5Oyh=R3N z8In;2y?|9SMqK`8nWnrnHoh6j>27GfJH;JdO2aE)y!`v;S39!PTxzx==GK%5)1yPb zS%iCV?l3u8!ANwM?6mg${b`wvO9V*mj9jonuD1A-1AOkyCCj=$!@!qB$IGo}(KCAC zH4wjFu;i7%*8Z6E^#MsCZQmu=PZ$tjTMj?nkzX}Arg&G`eWN!?$4Zx8@NY--uWOr6 zytb>4G|%#EJ8-+*8xj~1H#wtzzCxpo8RPcf^9$K&B?@BC6}m!ys`fJ@#Z`mc_xi<3 zxC?RTlOJ?eLw4Z2_V4|bMZOuOHMyDF;UaG$XuSWdHdB~;SJ^*AXtD7t1IJ3159gfC z55DsHm~=AB{?KRdvgpIzVoN@B>o=kC_l*mh52mjdd5wWP@7&eTKSp#_46bYY`Znd& z?GHNkM$l+;Y{>Uo32u$vL8$cW>16ZK``sG-Eb^&pft>Z`!@i$M!fuMhT!x3D zn{eh1ye0y0pe^sM+NYETtvjl5@qNt;d63Skfzihv$GHiohA)u!0*9_u+##tOP_D%{ z+c~33T{`aKTZ6OzQPw+mdS;1{*Y;1km)s*)ZFW}IJnMJ^S*;Au+`|956BK^` zP-CAGHE%LS`=;rPT%+i%LiD8kTRP!z2X{4?`AE9GrhY5t(nAPDU5w2EVO%`LhaZpw#u&bS@cz`fYUXb@+4y~r*-5zCG9 zHw<_>(0zLdlMLsaZC%jy4e!aztdy*wdkTe!g$G`LIL$7Gzu!~-UR}IF2x0tk*}398 zz3h^gw2fhH`KiuEBzJn%a_~g)Rk`w@q~gjre#;G>*1s(dCVczn%w1Hy6BTLZh9FUm zj~n?%cQBBuN*w6uqJ8>G`RcepFJnet-*D{`OLvIE^pAp0&U(MV zPt*5BcstJ_UNvE~fE%lB-k|i7cqwYNsh_^p-cMhbnu+neV06m|>Ok6g7MTJGyJ;AFBK@ zwlJ$dEVoeKl$}%9Xks@fVFM}ds>vvzC=~|Sz@GMwWiS!WOC00N>v7AcLC>J2u;JDs zIrT2jCzy{I-{ecTCrtQjH|FH4-o8(E^6aovKj=5Mof`Ord0vOjyL8i#cZ!X-+uPdb zBq!6=@>WB|gdgR;#7Td@^`43i9naN5nedHczQ(_)HZ}{SxSaP3e%6=3p1#{{{+^k6 zT4?Wvtt(DDLp^J^9$Rqn)%|ve2QI*lGM*$z?ic(xGq?ERl>x$^vaS7rV;RIc4F7vG zhk}%*6@QiVJ{el^yvvs9EyqcL_y7l2A`sEib?|=*Aqcdfj z_p_$cd3C4Rgu0ty&6Z)UE{4+;f-kh_Npr>=ucN)yFpcE4#dMM4B?oxmvgGN^LlI#jXua`yd=EM|iX=izFbYoEkq!LMfbS>LcF^YWFX{Nh)>^$|ul`xbu z@Zf}>VT+h?I(PS}%CyR0_n=bq2b)R{)!@t-ov@xh-A}A!njkMU!kb)^j>$fnMqkLl z5HHVjz2ur!11+H>Fn2h`n9MmkW~a>aY&^}36l*bCcOD>-tqC<#sz@v&xuyDDw)wFx z==O4L8>kw-*@Bga^@NnLeSW0a-ht+$J~ZN6rhkoW^C|^rRbX zql(3;Ex77oNaax+4re(N;ijn?c(g`9I)=gB0P&2s%nZrzDPMYUD~18hp|3$aRSBxD z(SlfYE^lwu+ryV-qK`3@68yv=)Y*6u#yupy_xTWBhKWYIlky$6NT=-6p)s!9{7e*O zA)qOA_qZ+?QR2zhaEs|F$$YfX?8$Yp36|^jeadz(h;-=+vLVMW@0Dj8`!QO;LX$<6 zJZ67cwR|?L3ypC^R%NY0_r9^qIblpp=iM~;8}5~{W^5k1gX)nE-AyH@6L!4`NH>V` z|IXR>T(3>WCa>an3(;iI(URhNH8S733Q=tvNiM^#;bYsHt-f>IbpMLRvQ+91LL2DE zjd5WIXE4t4L>2y3n?Jsi6R!&s% zr=%ol7i)n96m4=PZY{=~eI1S-$w8TZr`&(1Zx;F+{5R@JuR@}?8t)lf%0}g4x;R}Z z@d;yymTVDy?Ao@fLO)wX$IL$j_jzyvs|X_^kx?MH?0MV(Bi?fYye=&T$xc zJ)unkAc)tJWd@{=V`cNr*^&dng5P1%RF*7J4W)2hO2r35dXmFOFK?Lgj}?p51d=Tm ze|GBk;toD^Vxq_@LsZB=F9u`cfbGzT%`Cglu&Y| z5!p59T4FFKtrbds(HgubxwTJC@XMqf^=@{Jz%J?G#3KZkHJp5BcDV(vjOAq^M#~8Ubh0LGF;V_T36tBsGHZTi_hEjDUCn%cJcx zcDfn{j4(8(++Ld6Grspt^iVPJZql)0nE(y%H-o zO4(5J@V&t!PN zvZ2^5kUst9ZY)$-ccJl~_?y-G<{PgaToMdw#eE;m$R6d5RWGry%;`!Osr07TO40CG z_JHSjcBQ`g3>}e8^c;VqsWRWqxH$M%k=JS!(wCW!G=w=s^$f9)-5Bhahh}T_h!CfV zrXON(fEYGCyOe{MIWMEvMcSJ*nN!Qig=-L%d>KmVyq41&DE~|vvW|BD#cZ7muoGrH z7<54|M@#$3ka93aKA7N%0{zu%Q(#75dXx9NtwX2K>AZc^nsg`}OpMTwN$2+0WKpJT zxlPlbqy|CZ^k}$ULptG~@qyN-n0*yDKeZXGCo98wGsbT5_qq}+a;LZ z1P3I!G;-N#3M{-&-1=Rk59%k&l&KQjRKcjiQyT`4&TXLR@A~3;hvJxmceGOdjaK{( zjs!Kjo!NXNB(@mzNy=mq^?dePA^u4(Xlgfax>?KNzHn|ClXA)H3d-H-&klv+W|}YSHjC6sSoy8bc`Ca=y%`q;J7r4GS(0 z(my;Jq;xFUGGx*lz2C4Q($^i<2BWP8>2npujQuW|Gr?-Y4O%hj`8`{)*UkfaHsWW! z5;m~d-^i2rn8>9RK^hS z;n zXnGH@q}o6J|0ye*&dkbzWu|87<6}8cp;EIlCEVtqvZAsyLvt}SEw^OuR7lL+l9`zc z8k(jF?vW{O6bC9G0s?=&|KIO-U2w534sf{d`<%}?_xts-7+UR*5diMj#!XH3@`_t7(Hhndd???xcgORJ4xc_MdSyBw?Wh`F5=08UNnzI>h=&}dD`UA{&wP)H>@_J<;L&p` zI{aBg->U7=aDEy+gz6jtW3QZ6V6Lm2{qC@qETQdg9T`kQ7;9o$o`N*GdWiE~m?|^+A?(iuCDFAlYci^EKd$q<^pWA5D3T4} z^VpFY_^v?zE9!|7`01K4?4KJ1$l7=E%Y&b+!IkcHO6WuQ-*#t)j(W#8*5Q^1-k5%# zYc`&DN1FRBEPRd{$lu7Ti7ti+KIY8ZAw&3oa%~0*uPt@7kaLDJ;%P?lu#>#Z_;Fx( zxJjM7a^9bwLd`&V7bcJ(NSQyT_n~2Eq%SL@Cch_88DhY^;{B`9ziB8L5hPndx>w_G zyw>q^#q(F&Xg3UkTf74LyAVeIsA9`qLw*%6E}Ho+cO~+tvd}mmN)&Y z|CG=9ckSqR!BlyvWJa{*2hwrAuMFU*yBa2jEB?le-8rcIvYP2TF9|V%yGW4f*i>8{ z|9r}cacU@k`4o6@gf#LM2@Qs)7aI)Kijyr1Em6RvqxPyT;XWS<*Tjdn3_9|CKLqR# zJp2P>h9jME?waJOPMs+O&Alon@L!bh(|+&}-2pOuH9OTdg|_OMS@&^e7w%65VjxbG zJ!UgBssGm1e&YvaZdaZM`*joyM=9c=lv;f6!j`jMJ;~NlbszFW4W^0`0 z+KF|Z(m3XY=}bYV#Z-o^Ph9T3yJxyIWx_TEE)du~QbdMn^G{IP+Vq|E;Jso0W#Efn z7ZVXa(BPn57CaTLaQEJgI(TwW2#WJLO9df5BoePO$ICcJ#h6;ns*5n89S-wM0gY?UM z;uzx2wVD#M%g)U{Dc-!9Fi-;pjz?~#Q~A6ZD-i#88<^K}24GorK9;~A*o#vBH|9c}c#fFo*J&3FTuAD*Y_4HgFR2;y&?sO%)DKZE0;Py9Bm-_RncX<;p5dDVT zoW+|5BfwhverrQF*wy+Uc#h7N2G+7K=HJVCBVT%}NR>l!SLydCH9Jv{4pamLw2m(i zYn6ePCYsED3G$bmTEar)vxwVs6G@ja5$+)YH#rTaAAp`oq78YjaHb2rWDyCIy~*T8 zb)Addo?9ndO*uAbmb8N1Wo)8m71Fj!UHdwhpcutTOq-uQfd(qM3paCE;^!$>x0g$4 zwa~BKMDXgr@|U&Nn;w0iasu626dK+N(=UU?btpsW2ZJ4;oQm7u+3vcxBnOydy5e0F zpHb3dx|{|S2eA)Vy}Du+N?gCMPri(qU9_+8G`U5WcL7@u>=!xW5Q$az%lP*o4Ti1H}0?H ztG=NW$G8r?UvJX!w%=#()@Q})yS5Rb`6-mTw-VQ^_6OxFLk~6iWO{l+D1MqEdoefm z&twB_9z2AZYU7Vtv6?>Bf*dBzjP$;0HG z=AXYU7tBt}4C+ob8}I~G-RqAGHc-?snW^IF;jnBDrUk2Q)riNph@3X-V>r~9_lY$H zvw|1hjP{*VZb$#9dUOEEFI}beKazFw6aHskAQKovMcwN@{g!t9UWh&B=zWzAnSriu zHm&6qHDRCgjL320NuxHc-s$?ppl70W%9d--h?i~|$YoMk)@0D34nft#Uy-6P=Jrw6r@)kT%>G6C2TCG^VXq&k?4tbB zywTv=P5hn~y3*7dkZK=djHjH(8f^+6QOuMDbL$aM?q=9#a8wO%!irtn;^AZPZ3UY* zFm!kR{!Wa+34^^o%i-|g+tD@XPpMxLiI805$7wb7clS{r2OGov5rg>8=H*PhFVg|e zqB;yJyO7BfLWBIVnvjA-?+TVu824QG*y0k1FIhlv_ee-lv;{^EqkbG6+s(X1!L)dI zn|0KuNJ#n+({kzJe3bI$3yV{?z))JJ^*}D7g|$8Wpo_HrRIyzPPl2ziID)>bS*}OG zk^lR+)p+V7Qb7p-<(;@{OIVjw`g+!xA%u0ubUxsnEP zC4J?T%`=f?Xh{d?u}CFhw&^76*5dy*;@I!#iFE@KW|@R-PSNbgw(L zn6O?`(xf~PU_FL$`k?oM_3nv3l$ZY;W{rZ_eIpZAjCAwNcajr2+8(Bkxmgd~f+8^I zwmdBV8yk#U0-Y(t4BezTk3(jgN{2laG5vSQZ-!xd9~-o;VoX-i%k6Vrz|`3;`_zT& z&dtg$OvO}A=f59$tv0ShQ*q266);)wkYxIIp5_6}+4$22Z*1R>&RO82)GCjc+g55W z`aTXNJ-)-!Dnr-VNczEJ ATfKQ1Pn9tJ|%d0T+pdocsNZe_>&43vc@kpAT8ZT7S zELSG1YEO;tu}okr=6|s3M_ul>wCzV`w2BDp;KVO*dHm^d>USoA;X!ZbyTjST zJH~F=+c@*3e*;V6AUTpA92p6z!fh65hyM@W zeh#~l@JQxMB5N#JJ$$-ueBRX=wwO!{M}Q=q4zOM+%U2i(5qy9ErUqg|xms9jPBhut zHH$wLf3Hd&S9Y*+5-$ZnB=u z(h*}0deXd)dir2gb8$9Zik-Jv*pf|s>=_b)tyxB#X&Vf&9;jEU9+=*~ab|+&Qq2)S zZs!tR+ukz=HsSWaEl+$ltxPFt`b)K<&aaZ+h=b^!|OR69&Z(QCJqckuS^7B2GFw6*(f0j^|Mp!5B z7LX>q8oT@a(PR}cI$6xUNj0fp9T1>YM!mGkwpNmt&0m!OzbKn0`j*GGZWd;n#=VhF z=*cJnc_gK5w7LdxCuykpsm9^CRAC+*yk;)v*=!mqq$%Q~=T|g%PfvVC>pnyS6L8i8 zb-vY{>FJgQ+dKE8bl+SA zwFdLxQ7|FB>EHn5>PT_Ag+OTxcAHFFwaR(7AWnG46U$zSfc2ARUq7QY{P#dqf9e-9 z^Q_qI@*A<<$;aMMp=&yhc+Y!n9hq^~((URS|Eeo*{7-3jk%vy&YrCXnLR@&wp}Yvk zUK0HMi5$dhV@zBYJ@*}__~6o^fjS!w1RAJNq`fBoKlNBn*psXQrI$*&Mg7%>QXM^P zW(A~u9v%uF*CJzFc3g>**Nv`7h$_-Fm(y+*me4*Bg$;3km`J-zdg{u0sEAqKwVPuL2?fc~(a-Bd0ze=N~QbItZ8 zz2Pq0_3m4%UDUf%%xi!d=&%j?Qo*7QTLH^l z2)%QVL?NiRm^7XD=yy59zYC>vC;J55M!B0dFiPh~9&Y}wPRCC-ZUq0MopN&?Yo!=x zt62O66w{D2`*d-;~C?y&HfrkS@{U;0&$M+2|f(vNKVo(y|qvsKgc*fUhGaSV*SjyEDmnM0#TY+-@-W|p!}$V>>MmU^s2bnQkG<1 z2vKjCg=&W(Mf=eTmI=qbi8|^pHxS!VTKAN#uML87pYO#HZ_@TMyqxhBUzL^m zt#$?<=Ra|9dBwfTE;)g_x}oTVx)ArKkoK|a3&Mu~GT@i3lBBi(l-+JFj2g2_nF2$F zlR5&`eHBEt!f|U(qh#%co)aAmrYZ)oE|t7TTX$g}PRS3zA8v{Qapn#<$c{m=br)W- z|JxNR9|oRNf;qxH*pL_^*yh<;|8ULb47#+nxVT4nb`3wr>YLYiScTj3Xhj?+ zi{870^HLuETV5#HpxKA8upEBFMKtjPRf*kv(Fb!3OAhA;;pKxdkIu*LV*6>N>szlB6F z$WnlEo_gQsDY>{2woaUaC0jzMb_@C)VgmcI!VL`n@%@H`24#~2mCSRqf64p0hPo~; z;>ogIu_kg0TNdT{0}9fBb{cq*X&P|;%)GzQ}Qkbf%6Kn02@xc>6T(! zy>*upl>5~bDF;DMo53x3@!I6I3S}(SS|WzxWPJthsn9HgX-#-SQKz=SPAUW(mx$d% zv=!Xkwz@M=He=w1DI+LnC|TGLxZ*!ks6tx!*+5{B%-0g%U@hH=(!i51T*X)NjB+?O z%^@cXZT~~d50KMJ%kMCjDc$^=)b6>e%@lxz68_}rPa;rK!x0A*cEUmu`6$%<1(%HNZ*6yh+E0iJ+o?Ki`CuA#N|pP< z82d5aAQv$PL1Ev^sGl!3?5D!oJKfnw+R)Rh%usetB;@2+N>N*21tL~`Kf!Z{p{9> zGHN1&+84S)oHvW6QLV{s7aO&I&siYcF)|HZcWLz&+=C$R^P+v4opt~FN$6t?mcj8v ziC+%|NhjA?KQqutxCVjpl!~ZXsbf~3FByZad6)W;e>%{Fso_I8Bmxqq>OqrpDJE>W z{ss}ohZ4+)C1zhN|Fg8=;MGz&7oePvX`vxDu5`jmG+}PYEp-+Vaz{k#3Xjla(Maw5 z=Q`wN>~A7r>l1#{x~uthJMvgrWriGN&tg2IP%FG6|89Dhowj?6>@s6xyk| zh#|~LR?Qu=uu={6HHJVV`1-H#jF|<`!P4(;E}M0Gn^UGVp@ol{H-MCCXqUB?o~1fw157F@mF(F2T8# za}>5xExDvVBF(7TdO=6RH3?5hfH^l2wvIof#C6#1gQM)yVK+XcgmQ#mJ@N?S$^p;j zWY-wtr;Y=u2Sx&;AY|tVC7j^Qz9Qebyp<&Vx9MYzA(b!?~BCTpcJ^8;Yt| zTTEnFEt|q4g5-!IaGM91IZ*+L569OJcnE`nTqPU6wq*+ctq%FwQ)6W*c<@02UK2(b z&uTPfL6eN|Ex=sGwLEhi$A(j94d=q4+?*=P)}OH)@#|rOoXv=*qHzk}YA+9>HSUa4 z9>}uhw323O@HK)b7&wM`CFFnGp|Ndwh<~UOi>B;UQ}pWC&2`h3k%(za3cqDH#c(?; z`2P)ADmF|X^#X=G-yx^LcC;!m?ijKzEfF)8F3AbX-Bz~Q8*be_8#-F}SR z*X`F(BcNP^b3e7kg=E%5w4NTM25*QmI}s4mMLh^GcZk4WL~fl0SSr6A?VC@dFNvDE zM=W60O&G*8OlVYt*j&(*B+i#%(4A)RXI<;t`4A20Sry-w63t)4`9hV}gSOyJP(LH?}a-MXcv4 z_0W{w@s;CS?kyx3aM5lwudDbrBP_P2zB&=H^j_wfB2yhMMB=AGv1ma)XEeZFGN^(i z!nrjRlxwi|e@|KEgk-x6D78M=-urI%^Meb^B!uZuL~6I>!Bls2(5;(KRQG6nD@csn zQ4|-c)4ba%J^`6v&D-pj+a4El_-mZpkNrR5tWxz~70gt4*ok?l9}(O<)P_&QG6Ijd zg!^Sa_~mA!Vx7+w!8cZx?&CM=TnRk;fjJ};olo-PU^phGWm`$a^Q>PTi4&B-#8Y@S zvcb9FpDo7MKPeL#Kd$_`8P6O_-d2}l@BL3z!$>nz=@lB^i+^veqnBms=6%6ZF|xO@}=;Nk`S+EBZ`#hU$brP5NkMy%s(EsXxr2JWh8 zOWVf!`>U^WF`lw*aozbmDtK+HcJeEa8Vc%L>Uwqs$8^^3)xHuYHED3ALpct;Qicp- zd4b;t$FFP?7Bn)XL{H`~8ORBxzrz~zz#2h+yw}**eZqCfZ|h!&nk}^F24y3pmsp@} z0wR$iLy+Z%$!x&p0oUmhdui@c2dQr(Nv76e>Q!{d?flybB=8Gq4eBC}q-yo`Dk#-R zYGYBQtZgY0bA*Zi(b^`wRa%^7`{OQ-RxURKumgBW^nfn%3USg_uL_%oxb}`Q5 zX4LvCReIWll|3}&mYu>591v`e@qc)Da82GSzu&Mw#M`PliX^-j)qTMdV!$GB4hY^C z+`n%l*}ES|;QlA1=+&${1Muuyv;!thL;Kx?PC+U15;b3a>O)hq=q*3Vu*o*%96KYB z5uFt*S}UXPsFa-(CPNLVz zu`?!;WVPs%m$2r0x2$U!sQdsbJQ?TdXBsf53p>(#>t#@0foS`r%8@dOqUO^D`i@Da zN=98WW7@uhcCxb0qhaTyG~n>KC+IpJJzwv~`C$)oRIi(F@;o5KgXuTGi`+1OYbtYuQe)NIR`-%SuGzarKEO0- zD{7m*A&!}BUIuq?vAxVI`6f<+yAQ!nCST}2{;w!Rj!V2YYv>f-nJ&7pdE-6*oYUgH zBb5Bpvqp9t=|Ez;qmKkiae81|OP)p1R=%S+GP`bs;U|YqJJWp6kJi_#7bjSMkZ*3= z@GF%>IZRo@57gDaL}!$ve`SEq|7B8+^3`{XE#dQ4^o(NIe&IBM9*UVr>;T8rhg}KY z5eR5{WJ)wBN4xE3=DTGu{mS|d{18l>X-z8zj%~2pa-Q0Tli{Y!l`Ghtr>P#@j><1i zvz&+j8$X^&lbSS_m<{kn22tHmXs2nSN0&<{`kx-G))|gVhokcUdI3yhT=VJ!jGV~p zk7I~N(6;Z=SN&-JWul!1KcZ((3--mVbUr}Iu@1*TvWC#JN+CNtn?QGR#2rA`x$1@@ zO#cV=w>Oz0mrlo!U<*{E+V(Y^GlVW(pe+Y-ruDjAm_O9=ch_XJMo|A(N3li_?Y!Vz zx9Gqb)Q8l;#}!*UGRfK}KBe>^G`7B;0v8m4Zrh>G*7oy!Gf6|&I03g7Y|mtHGdt+h zncN2B+vawF#{na5YM;i_I;`M!H0Es{ZZ&Dv!v5n@TUCc0q?7x{ClgVO9cZd$Kb8}6 zE7k|y_($IYWj?ag3iuJ(Qx4GaOC>&~KyG4(Y+OXQPN(4K{Z8(e>fVt6)nZ}afI(VN z)q_lgz=fI$UpJ0kEgm|JTDD)nd=}vf`PAB`y5EX)JE|n~lbGJ7)ysUk+<1}aDM=W7 zVvo3FGF{5qLYD-1auKX@fW%y61>exNqL1BN=u>f~+GipjCKeH&ujZdATXby|ma;c; zK(s0nFL73Nv z?KBi$V0Zm%3pn!LG}e!Na8{|MNqy2CB8S-3lBZq(jGAZB)r1GE#YLxZ&iUFdbm=w0 zvE2a7x4`k{x4`FLsFB&W1|=&RThc8k6MOouNtFj>ig5zOn+-cBk&m;wPd^#^w4bGu zAM$Bq+oX{O@>WtIxk=&`F}MQuEs~N$+^SeNcL;oMhgs<0hR!}{TDS0_s}X^b+0^MG zX*q=7bN2q*B!{59G>t9PYl`Ja4_3R}!AVu{u*??#K_Fqc_ee-c9@8jjB_{>FdrIBR zt^udzO)hAnx^5xT@%0RReaEQ9!t|N8hz_JJE!>l8kd9U^GoV3fXEN2t)2g!O&E!C} z*BX4ZP!&C4L#JdHGnicr8den}%O76z*(}9L{z2hI0rN={d8wb&sD^rq4I&Tq0Jvu3 zDjT{)LHdv|1+-Di4*l9gmnrkHO>fgoP;L?YmglrV2ZZLctn5NeQBDVj9lm|AjV%6csl1PFkXT z{=I`&-a7)fvBEXFx0`mxEd5A07VND%(<~L^qb_4s{4l29$-ertsQEKV_It?r&E0Vg z{d8G{4B1hZrE3H{LhLW;|MVC+)JAN#^VrH-|4st7BiO#{OXL^B&R*X=OcEQ%u zO6e(3^+hqsajkNX2a#*Vr%FCgI*{y1WJP@$LdrP;0I_*)qt1292?*PE(BA@%q{&si z60z=H&R>x!Z6n9#iD@zH!ouFRkPa$0T$IglHX=|55{JR@ms#fs`WIU6YVw(d@_1<$ z1~SCb;QyC0571!n-CM$jPZRtv%#*{c^K0WI1R%c8VjMFIYnw!T+`|2~Ay4f)Mj)Bn zG|2|1WD~38StIs~&xX)9Ma((LeW%695-VmLN$Mh87)*(h7tEREBkoHe_^Zd{8l<4H z2lLI(5pcc7DYHF5T6SD;sM(b8q~+9B-aF*Al=)E&WboB@G|X|4jHzX>&?RiA1mUB3 z8?dE2rJ7A-HdmS|TldqBFUt~OG#8&t>!r2~dD;(Gn|>-IPE>0wIks_CS)#||05O+Z zc!Db}5zOKaL6$ttoa~4e9jzumvt@I~_z@Uup}MPA+q=SPd6dA~8gEuWHR2%OAxC>`sdly+D^BzxPdRSxzOo_v1&J!i;$R97nd*){%2M|^{az-q4M{t7geAHT zyhqN$n!!%p&rdK!F$=QS+>%Sl4-HYfV=!)5j(NZ}am5jY&tNaQwicG34RSKL2Q%&s zPxd8YhqJkFbndB5Wur#^yNCIdT$=UFQ1}k@o0}LRw11&9xvfU z{A_}-6Fg$a4LRcw2~4tPCHgl1w8V8-(xx#h9W%a5m-5Xp*y8Lx@JT(&omL6|>cDR@ zT(9a*tJIYG?*Bt(Jew1d=P-MyP4kMCRQ^Lzr@YrpuXJ5oert17@%%W_qEnVK|<61L`p5m&MPBvdo#ye5c@a1DG^!|t+T}& z&y|!j@!M%U-NJ#ypFV(RC4IC_5A6U2)5-T%jbF)ws;rfNrc-a3RBiX1p$d<9h52EX zrH_jLTWRStP${M$E5|jazt&+oLR;^5x&SIr->j8GCW3vj%D%M7dS=GiE7w)ye;%cJ z4;}xN9r7>$-ks8?@@YBqqzcBPp|($MTA*d`T6`qJVf3kg$r{rJu7AMf4=nfIVcBIM z?LZSMxcB^rfUy;k`*hj{U^=;6-Tc2t3DtgUkEh>1Y<@KD^eocjXG(CH3BJ-Ivg?dI zi_PWz)Y_x(pW4&g_#kz?e)!7+bfEx|L^fVFdz?ebf`9UzrK>2rkL^v0#(eqEgP)lO>MqEZKq^T?<&By zY5ry^%2y4w-d{J9y`5itJc$L6|2fp=KBh1_bbnoUMY%wquL4*`1yLh+bGRP|r7BM= z?y|`?kmI3UXc+rNts^Gy?wDLVmvZ#evAbUa2mLtzeG6!~mcNHEKGB5F^51!8>+=!$ zIX$aDY}^NsuVk80wXbHs<^9fk@Jl6PljHq7>*>6a8aO27U$Rq@0LZO0cM*{9=K1ft zYgd@Sc z-~4+2uATeirthMP`0KVBL9&$lx#tdB<13)~-)OcnfBr#}=_!t@Sm8q3ppJyTpB1om zn@-8sK;Eoe_jrrio80;N+4^1=!0Me#<(tQ+=a%=468jK~$(fmTLyKN2MbX&c@iTw8 ziUZ9p!$8tdtX3HdF3bR`|8t25Mcvs_My2vvF8Os;M>><3fep}P*F9}@ zscJ~K3$RTN$#hMri0h8UBuK6)A7GFxba>LQXJ3u@A>AoXtVc1Za982>758D%yjvyg zNCDX8s`lI3+3)|$faP3m>eLQHgMc+t3Gk9>j0M(rPXGM} zUmX>UT_5=CtES#fmpw(14qk~>vTf>FVqLZt>`Va9^)PSfuDB-D)vov4pa)D>1OAlw zYcR$K3n7uK@omYnBX}8gRB0iFm2L}Lym$79O!x&Jzt|SVb+kZPY`B422VjzV5+G&4 zU}|B7G7`C2H}^aiw2@#7_{Y#>mx{{hF5)T39-yp*zTSi1(;=}bANa1Uko;gUH2#M4 z+1#fZbM^$v&hHRKmtyPIES)iLAMIcF?=I)O6JGcYl|$%wgh2*@zsf>BZrDS|F0e=C zu;_mX0kJyb(q6x^Ac;HU-Bmzohstgk#6?wOPIouP!Nu!=I_hu?_FXCD!tcqm3mV>Z zdpD$&5@0t#eQr&C=XY+bitVQa=Faa1=l^=1-|XMrYUqeEzZAA@GQ!uA!mI9uy$^a* z%4u8ptATtZSyxl@p|j^Y3o+NY^F(HN6QJul;P-XdZ%3cGd75$rd(jJvc$_o!%Sk+^ zOHuk+(6-`V?}(?{k^Nlg7ZJwEcc46fWym5SbRIBJ5b+gF>XK_FcZ@Q(W;zzgl$nY({jA= zR6n`RlF!;Rz>66K>*nJIS@ix8dQsw4j$6@GWqo;aKW#QrqO$k)LW>?2j$D(L zBW;`V(pcXn*^^=ioLP3W6GX1=leE~A9Tt(RZgTvD#E+ud!X+s=VZ`HfPJ@1j;5P?4 zSm>Y5X+GA`Fp&6>x@bER!m0I%)}a+2)$x}@)JIJOa%oScN9agt`@$?W+IQBd<~Cy)C9p~&$Cd*opg(wDOU5mJwB{skl%-z z<9g$HISWp)2qXhTg23G8YpN21tGw_m1#6mtlb3{JUrFV<%kj>vmSW`4o^P8XS9>nv zxl(c{b^soAeW`}Bh};0|&adQ_Mkj+7g{jo=fF3$tXB-k#1qqgs<2F=+n2mS=5;9ix zh1^~LjMpT+yfG3B<1dv(Q6Pz)O7qS--I#WuB!Fyq-(b-7-Wy$!*dpRvSqQ z*qUO25FPX;&@u}Ybg997u}>DwHN#x^TUaJtv6!(037cL)zEP{gI6s zKmS+d{O`^~f9Rx0)Y|#478ZxEE6eWu?T7p-N*ZESN1_%E!g3?|5oafw%e}wW_c%~% zW!;G~2~sVVMdj#~SW5TWonvQ?!GU9ysPgzt+d?V~4$5H@p#iq%iy*quyjYWioJ^FoM7^)qP7k|JP1ix_`1i zQgqHfJXCMOg5v6P;jdn?w4@~6J#U5BF2b=$>{{#KU9opeDpD1%51IACQ`lMM7H9U& z13IPnJ$n~)VT;O_wO;_;QrRvQ2%_xFzK+G8k*pcbS-9PKve20)ZCD4|HykqhiDFz? zV-+U27|0x?g)Fkh%DA9el^CY_?)g}W62q~SvUBRN#>yCMCwrS5lXrI;Ne9e1+Oh@V_|_Vb#9*tqgr&!A|08+kwK|Zb#Vf z<@p$yz4QNg@uxHa_CBV+t^XBbuQj^(1v{(m6Ls_$CtGbDg*HpjdY8>sRP%%{!uymrc?ugJBywB;m2(Y8VeF_cZ0X3#x)+XGN;Z zc+tc~sXRri?FkFm76>*N3e#g-?9Nx;XBK;&-M97%#Ve$s9M|xB7g+R9D`u5k&&z;q zlVatIlr{;FtjKr#p&8=@#gGJa;NEK6ipq{QF~^Zp3o&C;U&PBPVF3(wW6JRNYDp*K zyV$jbgJ-e%$l5 z%k%Cga-4;dFXw;z$%%GctW%SW1Hh%3Y_J?q;)ebwkhb(L^uqjhYqj%#$++w23-dBD z;K=R}cpETkwVBezR5`k~IY>H_BZb-<+(mhP?j1W1}a94G}g~rc! zET`w&s1Ip$Rg5ymA<&Z86usHJ_tQrHs5dA4+uC?{U!aeuQz9-acR;Dq6fgXx@*fIG z33cRYl;2xlK+{r*_*)9Mct^f;jQGT5**(3|aRMtsAJZp=84%xli!cRo{;RPf)R?YDDBRPc(a~57b<(D54~{1z#Dj!F)y&Vsn+9_xOo=BKRMXU$7>^W@@IA@Io*!x();UP;tEFDErRC3VqJg7p<7aI-NC+o? zabBC%FJ`@Sk`n9vlZuln7m?EoiKhqAi5YELDWJ^hP4hi*v@1_t zV!f8L%1OH>{WOr;Zo;~2lDs1D`Kp>6Xxn!#D^El&Ur#UIl-N{+dr_DdK~0Xr4~{(E zdCB<+6VP?xg}(-_x{&gIdU*zRptt9!Ex5xi|H9_V4HU_hXAs05yEsd{E_9liSIqLL zKvp5xc-dsJ^#31JlK}Z8f;CCm_xeVL)5F=bKg0gj`z46Lh4jA8>qtMb@FAk>-xF6q zx7_fm?ELJl_Ufv%+KJCMJd;W*ejGk(bvxPM-MxpJ(`QVJ)y`0d77}P{cQ&ZD{D39o)17in61Ln@K zjHSoxHKvuTXSNcIraE&^nctJf<;iO$B8+E92G7vd3+U=aMp1E#rImW4zum-U01j>6 zG+9GarteS}%~vixj+(6AM%yWRHXbiOwGX=PZn&J$dt@r4Z;-5a^29lJEgzFIX4X{J z==(}#&u8Fn{VZzYq`N@^*JP#P#*&igv8=_}rJ~j;C!xxUA~^3a`IgT_%_8lw?uy{% zQ_LDq?yafbj?*uv@pAaE%CKg&sLAQE)?8a~Pk?mTpCg-;(pfX}FtppmyORjxrIRa` zTVnMMWxzh^U)taZsW!EdflGM+QMty4Tf6ULZnm~=EyQmBFx~Vsh~-f!+Nkw1xY9*VM;t zejTmXajtc{#{1wT<-{_0in8pda?FWmf&!RXNkJ&5~sR(tk5-V=(l4VEdNId? z4>EVZIB2`;Lc%$tHcVPOD841NJv@HCKr#3b>`cCV{9~($d{gY^70LuCzb8kByr576 zTE1x6@Jc%H+Ggb8M+~I$)XLEs(V-${)skkJL8C&k4o!g!4x!yLjBz7--eg^m^luqW z-bx&$0X|&XV*g$_Hs(7BpX$C|qMlbM9Sk{6ywZ{r;}Ef4kDISl<|uow4_AywT^Nsj zE#=251}HN3ZnwKcCQsLcX6T=@c^QY7K8L~3Xmi21gQ{@8STtV)=EZgAS_PzlI8hkj z;4xhXaa)he-Uj;O`*5qVB@uT4l0}Iz)*;~adSPl;u%J}(WbwbNL-ILwag4N!AlT)t7xUF}!i4qe zi)<|hNMW}8#gb+RHt~3_c0zX-ru)~nb|viHav(S&mswj z-SKjLKk&IvN_U-Y9QXds%}rw{YtUfH?IKcZzBY!I^+cpV@xCauYoD%e-(s2qK^MHV zyO)XV_>zd)vrm|8U$v|8PW?i!tIbz?>~w|t44mAoUD1-~)h2B->XkvW7cvfkRekfG z{dsyFA=D4!N7z1xaq{`qu_^Ha*z4YN)&3Lz2EqRAkc z#Zt=Jos@V)g4l-VuLL|840Be5+229H4+Mh%BdVu6O!VK9_pwor@34N|rA*cT9pNpS z<@(xmLEKC`i8_`ES#wX}T)qos{d9-&QD8Z3fP#E0zZf4*R+uFZnVQGy(ENT=iNU{_ zlsUr5t*vl)!@&V6VTGoWH_N*;6~H(RAgr6rLtdj1PwrgZvq^+^els|Zk>!shHP&!*-hBnXlw{&gJ@h#^ zz_iR?a7ZU|p1!a1S<)^8M3^r!@2vMza~uR|U?@l(@qV;D2XLuE`ynpA+s1m#dQ6eP zUMe9MQV1)0wp+S0Vu$r}ubO11xY7B%k?ZRw>B#+v_cZw#y^JRC%p+V_48oFven44i z4hlM}-W<=^2W?QE{Xtj}?&L$?Dw=O_zh&3m!`rH*(RV;jixOE_M64fhRisqyOw zYTaZbBAz3105n~*AawwXtBh8z};jo19tf!QaVN8w@+2axheO}$o zG{QiVF-=@AfRu8t!kONBJ>@zypV=kUZKXiW$|H4Au@RYzFdaPeKuvJB2kbF#womPD0hO4~>knVAi^2!I zlQn)iZqM$!N2$#*{g}_|IK;7hoe8nHXJl%!Jy1zJM)SoL8m4x1bMt4*cQ(gYT~f?p9b^DDj5a54jz0NtojZj ziIm00Eo#F>uD|J+XU~XR*TAap(S$AfZXT!uZCgr(^5+i=4IYAk6jB=xRVqp7ov^UM z;7_jfv4v-EbJ|@F0I5iAW25ka7nAWz~j$p3ctF zi)(z|xUqq%Dye^)YC>!LnM<-6(<7|J{~Qm}ez@{w&=Vl~>8bW6 zl%)sd1$?Jhap(4#g!fG*xAdh`<9qFl0=QR=aDJC?Zz4Ja_DwywfW8qP!TkS-Iv01Q z-}wK3N;Rb%Qb{?cLP98KTS6*j$tj8Tp;9SJGmOoW$`C3^j{8K;hdGo*Y?WgUTh4?n zhOuFonVo<8ey`u}`uzj%`?}xP{l4C>=ktC&AFpq}vSV%_qCpLr$S=n=^OuW#o12}# zOsVA~t1IzQU)aM$^(Kz}Gd#lMou=+BT9Y z|6q1r^y`kJF_g5Z^^IYR=294R`oOF~K3`YW4wI!B!VbqJ^anwpF-RM0r8C~^I#^LB zTYY|2p0T&U=uJ@7#vC!F$$FSeSq^j)?dO_HiXsWD^_(xIiP8H(WpZy#(_ZEtv4K%N?mu;i%y z5bHGe2IeD;(_x8gZ#=?|Fi^+Rt&84DJov7Iwr~*2xC^4WGN+@UIHEVbmqR#}XnFpP zw0H4oiD1QkO`?Tb)8Z*|{7)asP0V6B@_ydSL(7U@eFO%M2JNP!M#lxyEfp5S*<`zC zMoyFEG)#orYD!>p=#2Y236Sx~6|qkpbZH{h9SeFLe;P`7e_lFL<;kJYq_w!y{1eH@ zqJrYE^_-LtC*CD%Q69;9p*6#mT3isnN}1d12DHfIyZ+~&FFY0pRGE!XUFSNIK)=Sh z0PquvZXfyf+U7evH$i^}aRL#O#kQk8a?PH5M9OU!lcTEvvo%{?(A<=9RNb));6@CWJokh?upSiLbpb4Xt=P68BH&fU|~R3FC_*>Q?!MvcG9= z{l8L6N@e_CsrCG5x})?Kx%_VX>zQ{g>}YHNCR01>-|Gzz4Gx~%I4{8#&& zohw&?VC5eVsO&h@o=a1ket^GS`xW&kt-H-#U77iQFVyFj=(S>>N;*Wz?B}!D*l%mg zmlX}FkXG&wBT63RZC;H$+hhst|2ExTieh+g3o)DoIoh7OjV$Q;uA70))Oks3LIA6S zHzQ)d8dXckGxiUgmZky&(x4KQeUp)}e3#JA5)&Epb85qL@XGFvOpmsPvXX)ib>BGQ zs|&s=O}Z52y~q4TPwv)?o<2Gs@VCf29Dl%p_x|Rms%es!99Xi(by?KWP;U%N{yN>0 zL&)F>cOja)*wch(*ZVvf@N}eif$l1I>c62Gk#!KgOzFdQF6Y3Ajjy+dxHUDc(f9yM z9-^3@@rN|5TsKnX=iA}aWMOH8p8T$9{7Ao2nhWR1sN}g)5Cvw<=CX_GTN{6kAr9{- zdJcew7kRs_o_=zG`Y1Ny#r6<|oZrm(-^WRe<2%NXW6$ZV$3?WFSh`KJ|8b+8&!Ao6 z-kgO`h`-f^!FeGh>-;doOL)T^j(7L>sSY`a65Byb>Mwq&11hzQ)F(*z>jU7nwvWob zb<#2nA1akJ71JpR`Haz*u+Q4$e17E~`u>6c(SiDxK#yd`pSONK1`c=)83>P!`)0gM zO+iYFr|`j#s9T%tuNz2WoY`c!7E7HMts5kY0N=U*zU+aWR5_Sp;`@%+YBk`dCXlXW z^66288h`Js@+yh1pU0t(N5T2X5*5M5lmt}@289i3s&nY< zEhOYcHARiESghX#I}Hb8g|w0QF}f1T21B@bE?!!f{dxU8DDLdb?cuTsYA>tWD$=h6 zA9Ihty>VsdO-+Ln;D0AQ)^ie#;tRT!NXVFNtDy5hX)SUjTBN7Iv*R>ahT;?qHd zw;GmqM@`iyU+rvaDh!hxt-+e6geJR&xyr>HQ9!e2h@D{_8qPrwrWDXB_Yv zl`GwSm@OIXC?U=@P`B-{@jd-3Gu3YPVaSyt4fn0OFVXJ5CHwg2k!JYY?0pR23tR9< zpnHNuH4M}{W}EHW6mS7re0d#v5olV9J}%Pg0+=Njr&-_rIB=40l*A6|L;JL5ydcz; zjO^w=*a6>rh8VQt`9S3@n2eQi6mFw#WSeO1`6M|Y$467i*iW<}CBPcIoPR=EPwjHQ)h79>n;r*NV z+4b2=VPD^h5x+9QxF_ZrUN-D6XJ*iQ=qeEC8}q3qAnvwhY|CR z*28_$=_1dZ{hivd4mWD_ai%7&eX$J^XT%$^J2Ogn+FiwKzZ`(59587AZ}9X4VbZkK zN!x9E4*qFlg~IOfxvC%urNNP5jqf8z?%}ZroyIXto_Q@=dv*U_ur^is z3_vcS;I*|>Bx2SCSJwNEhv5@|ldq(ObW8bsfZS@xM^F5*TqP!YdeOgDrJ3ab5Oj_N4buJz z)x4b>H^Vdt6Yk+yFGfP`$+@!9RLVddT1TpClS zJFNunSgBJ6b($^oy4|=pUB!)~0%z^zXlOCS+FdFSoQvGu`1|5)cO)_b-BuI(?>`z= znjQaQ16e}SYaafN&8dl5NpPKRVoCJtgZ(w$?=+ZB;aEjasc}%! zA?E0?i}^XU^V5o+P&aPnj+x>u2o*SpkbrXHxwdp7m*zUdHszrIHv3{|^_|E9lhwqm z2)w&AT4_)QWnm%}j)Jd@;q*BV&)a3Q(Qcygt?HP@poA<9U7FLKNhRFeZ5v8wQf-`vofFX{OiI0S-bk@m^bI^%~D9?ggI$caf?_QDIO9FS13tvaL0Z%gg^A2S~cNfdI zSg|mjLi9GcA{?y#3voVw-0e*-_Hy6iEuCH4YBS6BV3VD@DX-=h7No6OODN9 zR8Sq-Jaq2Aakc5Lu8R^vf#lU2M?KxaJWw^|2ZZquSK0q+BfAVW;jV2&vBl(R?(m3V(?Vk*o}2DPK~5WysDH90pI5zD;S{0&ps26_AH6x5 zBhi3zr=yz}7(l6j$qvo2p!nuGN$n8U(G@#4YnQ*movq_z<1DRw#(1Wsqo~TT%fhiY znPh8Rrm5V_t1XGSbX4m8WnG{+@tlt^F^o7Pim*ve8YksST`0J{gDCfc7ns{8JX=G|+GdM>x>RamKhB=F?NbaD_wfIY&(Y$&U zyTr9rRBK%-o8_R3MPw^rmFX%-@pg_>`2S(`f)paNZ2+ZA@4=rGlznW99|uBY0o-WrTBK@Zae9N_MunD@Sol$ z9c@?uVtE7+JEoVF!?vZ)vPD2DY&T^?jLOKKeKbKUb+2q)lo|PxsGjHn(FLN)hTa*( z8r#;yWNc0qR%~XRjff_cdCQnpeX%nz!e)4F+_;r}g`29}5?F@=ENgsTLe;qRXLz^m z>cFM)?N%0R5%(>&9v)h1oW1+kY?5H7=T+tTcnDjOVewk|7 zspWO@)Nw2Hvr2cZmE?egamn7%+UP!&T|4H=t*7$N#Rk2cY?fXs9ne$zx-y-p?zENI zbfeIv@B5Qr>Z1MzFe30y&3Bgkdysz)-DTSjb~(m5W4+S2OLJ9l*uXgba&_dppHpK!g(rme5&t^-ti8hM|;%+`@ zZ*^X@68*$@Ee>Q^e%X0>f}mUY=-EQ4-`|SkY0*iLJywuXJ2A176VkeRXKhpl9kruA z&s30%-e#^B7M7r=o)|y9>;#b$vJ%w|{dF{^Ne4K`6Nq2zzExOoIXidHonC4|P1mJG zW0@^cqOE4#nnX(K=7zJbsBiM@w6)&jD?c;;jgyH(47A7G0MMMMz@u7Ln}bQl_y>ksI7?1 z?|kJ1uFWXOt{Ngb=iGK{qeyiIb=>;0{O;5{|w0Ton0j5+y>R(k<-2l9- zcl&hZHmBeG@#bXk-ak(3KRUzo%jEymxC*{kPrlk%)UEP;9QxwmdsMy*ACVUczde~U zU*mr3ao|<@_q*CFxqZ$m(^@ar4Ha4Cne4wwvGzvP@Z`k_<^dlxdZ*2|I!bqIx%1!N z76%gX9K}CbI`tRvlQ^=$Zq_^)`EQs*^AL zcTunlrO_sNxVZ0(_igu)v3ZMZTQwa?M>W@yZ)cx7_ZpivirOp6ZC!R3im%*euS5(k zAQ+3zVNbTG`$;hZH|2NV7p?B%L~Qr-b08A8%iBRphgokp<+jq>pG*lahleV!WBYjI z?6Mqy*axu`UgR!JhX)BJ7CzMFw$Y4&HV#D8Q>C%;5on>rfTA(ct6o1V;dy65i@x0@ks{(WLxS;YuoN`dXcx-5AhyYGaV7CR zgBBMrH`%a}-s|kWXyWc@%V;9vg;1jIw{b24XOj(c>gAzwhb}^NAu>uGIUF1+~1RhQ_SYXDZOTQ`i#rlSAR)h;YJX zXJ@nDw99L6UJ>YzrLUc*K_nOFsaR&i+<$imgnfR_zmb@dp_FlFaB1!PDS5w}t~Wti zP=j2~Qff{wtvt8azWi6qA;#ap^{?iqzCv!P^90YohCCk5u=tqPI|Dn+e5flKPY@9M zTuyLuyTtjVRS$+yy0Cb!w;TIg3E_QW%(XtJLp&+BtpB(Dp^Z;(h+%8Fu2Q@EaDM{Y zIy{j`8KR@H^{eKPNm)ab-gZG+=bQF19@K6TI3!bS2ot`D!9UW4O&c$ygSW|CAmP=)X*E^$Td}C@e$54tf zblH${gYwuLs8T~No?DbEPvQSyQ%FpeCQdVn5+<;KTF=i_V#7Kp-ebgKe9T0)?S?iP z)x1!IweaKU07YNXPwC&%@Qtb%zqsaJtix)Mo?uT<^BW2y)JpeT%$uqNV;JLRzl%QzCcDNb z^vj6k8K9de`1l6tsPV6gjLU?#eRoVl_nnan`i`_!Uk^=}BBP*>Y@b&60Yu)5kf0jz z!!RIRv;gl z9p}hl?`G)63CyaEW$Y57BwbnxfM$-T8+*u}alwPC2$xrL)Xf}BC}9<3j_NaVetiO( z_PHJ3xO+{-rxol$l-?a3VF)ryV5gG!JwGWY8C*qi0>dS~q`+Y@S{CiZNp_f7Jr$#N z9-L45s52N}!gX+?W~V%sC@~~@T=dcsQkb=gymGU)nbY=gU7yheoLfR##X|DuEZk7E zZG3Bc4e)T+^*&C%@kVHL-PQ;>(@6MKEp#548C1DHou zN-zoWbUlJ@zO3vC$|p%d!M8q+GOl{WIE@*0LER81)O?#KmBs}v>b8)h<|vA)FGYOF zm)dAxo{Qm!T(hmWoly3bD8q<=wgZyr2FN?fv48>hor?#~NHSg-5(@*E-i3iS3f-+6 zcArjeBt=P1#81vf`uF5^2QroSC*Vq0yV6%3Jg_BueKk>*^^GMO*@R#z%1az`vK~Q* zdB_h@92cC`5eDzg&dX}|Qt2I~wt3N0ka)}$d_KeEILk1Q39alT>P=$Gvdv@vf0Lo> z?4kCgU$bv#_P!l>|Ip*;&T*r3M<@Pp1=lzD&~fcQ^~ZzKXs;YDzdd@Q_(HAH+}_%t zSI_U}>@cBO%D=g^+tloMVrDb;n;=BY^CLhjBkbY@4b%wKpGs=xOylIAsnTIP3&QQo zs@3-+BLe@_1)b-f^1A7X7j(C08|;EbA9BuxPSj?EKCyquFK@rn5;VjJTBLAmSU*gL z2J)7mP0J*s?G`{t!^A&z2l%t{Ng3eqo-SpBY zoTg>=4Gr{rbeygvwr^&MD&3oIjs18-mjr*7239P>DOYc1eY7?8OzmxdbnJ?9{XvD( zwqk)7ZMQ(Hd$V-=*MWN(=$t?y^0DBO;1${DAF8Txd(jBl6QxiV68{R!<=>Ym1>W0Z zS;k6bh>^6QT=RX{-;KIMboVayyRa=qf1cfXu~ReL_R-BvX6;fjT$I`#JB(qsBVcq= zbA19JX+90C9LYuS4RdVHd)y<$i3%V+b(k$1*6s*Dc?w>|gt zKYhbj{uzdxR1I>)#Iz3XIQ;h=ze5z{F5}!ma>|8KY?E4d|krT z8RW(*Z7>UD=}+=jS;L*%&qMhgGAjDywsz24z{4B)bi?FoYIkzB%1}s+^-rFEVAII1 zufzB5t5l?3bw2zGKME zP_3+3iZGDm$kId5&#k-8{0XdEJCcKS=#rH1qs}#27jj64R6d;gZj|0_cl{Rf<{871vCV3`mOrXoByN;1CL&iS?!C_J0@eUutA z^u55=OpRg{ zG_Ic^ndmGOBl(9b_cVVOocxQ99`wua;OmyjCzQG84+BhaT60^Z{1EeyUh37!vzuEn zR{u;%;{;oz2GZ|Ft+0R2fuVYNu^MndzC^|o`g>;b{%dEn+9xC+dT>N>NJ;JP;r+7I z!}*&pqtV;gO5*%hx8)_Rz8uVW0Ybo>VQgPBmY?^rz|G=V5hP zC>r40Q?}pCm7`v4`L-~7A1A1Z53=Xv{YL!)M7jBSy zd1xwlR+8+D9?y>o8Jc*QzHFa!xW26Fzp=T`m0iK*{9S~53O#Q%YVG*H!cztNWzm$S zKH|m++|5+NmVWaZfyfXTG%B>l+|Wa% zAFQ0{zO+8U49M(20gu0DPTc)mPboRr9W$ZSE%r_>)F|(GLRdD@ID{aCE?wXF=z0=W z6LONAEkd@hW`RM-N%~C%P9Y3yeR!7L^kI?Rbea-`D%z}2!8D!Syi-P|$Bsg&8>%X@ zcCo+5J+LsFUb-5Xt4fUqva>$Yn^ME-2y;Iw5xoR%M!8pIi9sH}mdn_Uu4L zEs6n+U)yd1vO)2cWi_{$NTZp10;oGo;O*CzLqD)%Mk&6@Gski^d#n{FNV6Py^j7;fE>UdWqu z|4)QxDu?hD*H5DMyP&m@xa-V)!68X!09qt>@BJ*#q1CcETG?EkBl~7P-%mRBdIhok zPpIp+DHv!+s8Peh06655rq)K~wMzFgtF2S+h5b&MV2KFJ4=oSGc3EwFY@*r5MQTWc z-q!)oT?5sass#cAOOgskl%G#S%!i}=$7)<7ESKf9_TuZr&C;n7cSY;%Q@;PD6K`B`wtH%+J3NSrILsV-xh=r;Y|j=9YUgvD zkb^QT7Pa-^q#wO3YS0bBER*MW02HlDip7KOlT4fCc&)IB?|lk~^s1u27-4u1N;oXo zppT9-@&4kb1|UH5UWFjba#?|E!-tv8_T5C7drxLD8x*WabO%PXTnAeZ!=)W4gUT%c zS{wfUJEYngvo%0$-@|Q*@^`5mxF$k7qV63-;jc+FJ##Amhl4SEgZpK;>FMamjq;dB z?*JH7b@E((@*0#mU+`!@*tbofupq`}N!jGIoeNz34sJp5r*ioe!Nx#9PzRd@OQDY% z^?xabBNs+Xaj|^WdG^`Rmnrmjk!>otCR(AhB4IDix;h6O8 zE_BFv;$!<&WYOv~k$GxIbLFpT0$en;NH5|F3$z)mtIpW1p{}Y$toZvzXPcmV-1D?H z=>H~0f1SJkoF>I|Gy%`Cu`^%MNA;JF_J+P4j&?_+45}sfPo%gJ0zErIQv|9Q7@{^T zr-GF>lyTe6*oQ0=TD5h`SicN_5t%yi3Z;^2& zii`NXe0m5`M62cWV1g)qI0ksIWt&Y6rMZmXKaToWZG{I?C1?{T+gZEe=?ASaa39fa?=sm z-L$nOzwx^z@~R9OjL66#^cnHYl@D8f(oH>#6~*ZvElp434-ZL_v&hL(;t}^*vXm0U zZMj@bZP^!56xMhV0lg+7dNpa0pxHxQ=sU>)KcW+C`%jDdGKFz9kx}<*)9Xt5-Ez`c znX)XpbC@%}Un1{J{d3HZ^a zTR;PbkycS$m4)?ZjB9_truw}HR+Us8;|nc@xQ%>XJRk1BzEMPfw;(pP(|m4B*;@#r z9xC+ja%wP=CF*O=680(=QYVX;Cmc(=FS+r3)AeX&hwcc6@@+wbm|A14xwVi=h(T8q zE1}<+;b@h?`4S>yR~-5dVXHVRxXacP3|<-m9U4ODbcyh}(=nGv@Ts*xnhax$kj<@l zYW?BhV+eNNZ)eIbOSBf>^4MSYHJNr%_;&=#;xE!wK}z#jKV|k8*}E&!HLrk4-`*2w z|J~Yfmu0aQgIhZ7tF|Kg_u_X^q|aH%O^vG=23v=fTE(&f%aZAgErM_6w?xEUmJx?P z$DBWly1iq9Tfe|wd`ckd{O8YQAOKq#w5QYCYc%I}41)6*hzn$Z2{9fnsd-A52%idu zxi@fHw}`twhx~iCS;c@597~b&#AR=xH+zspSTV}C6UE(lE&U#1VprH*+H{TQd1cRS zB_47%k_ry+RTZgGrW@fov=AkBJ;=V zm|f>owD>!II%mBYWI1Synw&1!Nm)hC=QfJ3bn=!f1pd3NylWbbfin|F^~4ly`s1^m z;wFuLiSzRbQ2X=s;u>uf@YoE&PWzMi_{#|@#k0xm9BE+d&}`c47*PV_o8_m}XO?)Q zogBf#3)JfeuHmJuqz9E5MdX2ZQc{`}b};fHr+odj^#yO__#hQJq@vg;@DlY7M~zFV zHa|dUZa+KX#X7U;HN90?Tg3ge20YgMbQDCsWUS(_ESGUk9OHJV-?^*9B=v(O|3;f7 z|6-w~7`Xi>nuQ5$X1${2c&5_W4;HBKWX+q01T)Q{uUNoI?kzRiKdTZet+nk_%38v* z%>RquKbeX6K$Z%?H~F$1{cYDx0}~!P?|y?S)i-O=5)sB(OGn192h^seTrx^mbM740 zhCl3mbyTJ5$;Btuchr@gmCdqV8)_dNM=ZmrV%|+Nwur!D1IeNZvOrMk{Wvg+O}`YL zi!ch5I~a^#I9#1B3cioTM=fl*75|e0`wrsoM{i5168@2|?(o$C#{trIg*+_;c--6g z5PGZdy3NW9-CfaftTDO2ueMK8w>sw$8V(3yQFHYF47rA*OT09|_x(E!Q(`sOCy?7u z3PKHu>7fq8)rh}hrYO<(K5@8R+@@)`-QD$aY1TvGBhIq_-y-PohX9n^wux&&b5_-D zHGJ-uKK7%}@{wUwPRw6YdGb&5#Ba&N0O@SK?=L2)hsK8Q;pny@pFymxK@lkN(arv9 zgv$3-c6mlf(8K$He+&(?|LAK}kG0RL{HWXG`~DG*{{2_bq55sX<8e#r&eh}`r-E?< z(BHRhNh+X!Cp;q@yZ{BF#u(?J(zKeqA$-#6@E;e1ADk4@1+y6X@~!6C_I^JB_tfzY zyxktx2{HM(f0@kYWLI9cdotHYd*D?xcX2E&~=A3W{T)0u2S+0%aQ%3ZtlguaxzCxNd}TaQ4o zC&X7w7(0+p*y-a~)ym}K4^3`lr4dfKR%WpWM@;5KhiNC3`~5{tHz| z71MrxCV3~Peo(Axn+J@%lYjyjx#K1q9e$PGe*$w^XNr7jRJz*;_pqTl&ofywWnuFy zJQWVW>O;yd?n#Zhu<`->r`;X!cGq4Gw_Sr4!Z2Y~CR4%I1JwmF%QJ3(N!yK}#9_c2 zoPRq!W3B(19pmU^Aj;I1ar>#WA3y`XS5-1uzVt9iIMVM22Slx>{?I@LR+CIx1JMd@ zLg_%vfOpP*v7PjLfpc`)T-=I{BD}jFmbPEwktzcA1~wN*ujhKhH58?MB`gjxs2~f; zS*S5G<8XZv=~q&L!g^;=4y_MAr)ns?&khrBkBa$7s%s6L%qTJHw%ah1mH14#Ss0|_ zJo%zS&BS5aMCZn+bAtxF*^NH&i7urA-r6a^ds_cFq5f!q2jY$vj~B+PCkhNwVYhJ8 zqqruu(_-sN*b~C)euMAaKlJK6&;kbWKfAe|w zw=U!iM-3y=7^bEn8D)87Ym1dqoHKH`P}=GVof?2>uuJQPqm0IaV*cn?=_2`2Dp=lD zw|EVpXiXn0+NN>o@OAyRAn~=&{>BA`AEVHAnrt7cJrKVA95F7;ND+ayUsdq3)mj6# z(nVVqgA+8%B44VyFKtn5-15=*_ru%6reSB<_u}q7C&>jE#cuE!N{PYGhqr%(DaM@c zm+o(K`NGi7&nEDFt!mq+(h87#o?e?=%F^cdH*Q_s_ZEUblX&^V>VZwedO31`QfE6Z zSp*gi)L0v1qN&#x^t*%5&*~>XoNTu6mr}r>QnaC}vEP;7gtT?x?b)E(HJP9B_M7V- z94Q?oyNCnv(kLo-#ceiOEXkI%7|T=ves)Cc80;I_!l|>l1tjkIAZgx$dJOq41}R?k z2CQ@AwlLqQT*Yc3|7k^OgIVgkKBPMQ(R8$9bAYmw&q^f!(gZ5rEa2W#V#x!DqG(qD zCH8B?vl4FKQ)?Ls3zkTWe@YMpes9!N_`o{S7IEYjHtsh7BQ}t?1fQK(c7$MekLqeM zcrIr_*2Qo#vq5ePGtyolK5!M}y>+95l_*^b2N+z~GdoLuDsn$^Tg2LF)v>$>kyon? z_ceNleYp-&O|{$b(nz;oHqldLXAf&L z#rf0f%KhFQ`h?Xk?(^3i8N)s9XXjO0)pktbrQnZ%&S(Qn^f6g=@Ss?Wzqb_$_y|=L z%bbIzh50MSobp+9bp!s;-hgH?1W!7n`RlI3^=V>jr%ues9^ zpR#${Qdk7pcsBxly##*XzUWv#`C1#^_BM!!BmJ zf8@{-(I4)M&p+^dz2OLFVdsKW${r}kCKhI6htRr(+3wn?6_qwP@Dn62BgD8w!8krgE<;ML z5W|nn*zwBv>o4;Rlve3)mB?=9`9^2ggREAKl}1YUuG$VA;rl0Jtha@-z!*z~ACk+} ztxkiFdNCqzn|$1}`3OZ0PI*=EtQEt%lK6odrNs0EO(SL8j1@W1gR9~p%V|47ABJ0d z+}e2n!>;#fjrxqajwPNS{MUt+HQD^<*;i-a0k`5xo#8F5c1Nu8{l`z_b?8j0=xjs- zM9r|)hV;E|>ti2M)r;t_Ti}sC3v1S`J0j;)ZS6k_h4VV%0&R{KDDiD zitGNQsmKK=ife4ACj|PgQh!BR7GjVBL;nxKAx1G~9hL*%=BBHNjXpa+ zbvq{p@DpG!`Igz@qnuG$_ zM6x?TYfeU1^z665Z~i z&&6wPY?q>b=M*uG@1NvIW&E}y##)T4mjq8sSawkw$WaZwrAS=!$SOtlC)OSbl~OnF zsKKQVxOP7D*?fzsl;cI|ns2(J4u4E6P@v-A_B}~YQsDZTx>0smc5)M9bv zy#<3qZ1{ffdO^52nS~ zuY04MiB-mvPd~7==ImuU#3BDR#(v1yqYlc5Td8y&3`$m`Uk&UK{3s|JDUb%x?5Go~ zd80R1Kfk8ftchdg^i)RG}mK0=OgkkgQ~>w9&RS3aH;)Ttdc%=X8_rVLg_zPxw9k5M5fPDNA)p z*XaKge|katO4Nk`!u>zSSEBwg!S{cP3!Am_3zcGZ7s{L)!*Z)4&u*ThI}OvF%{N?H0%xRmg=FZ#0lKkCssvJ*Zwcacq<_l;SU?YAwSYJf+85?&SmQzbRDq zZg-GE2JmG$$n=YmEJU@G>wI5Slft%gA>X+O_F>dzsL|&vhoCtOYkx%6-%YD0i6k2* zlr%Gz%ZMaynd)}`LJ8wo$YP_NM5i4%S=y+kvakLTO=QBuV*J9_7mA>kz~05jXUKjV`bnJzKOGF+fNAW9Zqf5z?n6BA;KzA*L!v560RW% zc8@?xD8n`&`?ED21yJ7G<8gxQaODJ%j zrF~dKO!VPWUBEB;-9Ius^>S6p{9iCs6uBp*f4d`X?w>@7pQY!=px@f5Y`=$#0jANXG=l?pn^uN8Q?jo?Ef(MMQRKkNV_0RU)%?i*t z=F#}|xx<%S^N)LKDiVH|nE0hEom;Ls`L+%_0>p_CxtRnancL8W<+3v&II*IUP1T0-W~iV_!0J>Z1cV1~@=9O^f1!yjRnIc$fT^br)`l<34<9-d zzS)p!_H9`*X#Dpxn^`_(1*pgd_%50KeGN9vXbNZU`U-XZJJ6$f9wM>LK|9QD!QL?+ zUc4u1ptlqo3vbP+%&ivES*Ni$Q{B%Gqu2(_wJUcsl9x6_=CEOv)aG4SB9G!l4T||3 z{Db6|Imsj$EY-`eta=N=B)=kW6(djC-ovf!jDA1OjlKh%XzXqmnZmA{amhJZ%GM?O z5E@xyI=VYxW2_hJ+r?!8f7cvD!l}%LiEn?$c(DgEY2M;s`5wvSvMfkp0aD&Go`U56 z94_n>eCSaVn_tL#WC{i01GGL>J#ul2m(PTX@RIi_?Vfp=u!8e)X{et=)VU}BgX`QXjWFDdqpp&YWmN`q^PGOIg!2Wfm zODpQ&UYI6gRyLA+*%D(u2X&0#o6wo((>jIxeHA=CLgW9*Nn3a%bo@-(_0pi35a7lG z?6JZXX?p5jgEf-W5D7FJcf_ewaOE~Q+v)eoN5X0%lu#m{yROk=1gA~ap42ZBIN4my zn~t^s!GyNcJbk4nga?sBDdRTlYV%s!V5d><)5bTA3YnmU%;aAI#%&Fz44m-^# z^lfn*>Dbp-4B6xbig;g-%i;ZaTd{ILsBF^Yi=weGwJckQ^ut&G|3* zw>Ha41N-B}W{F>&b3UeM3992)*H@68;^mL7q?6MzFfXN;?G4bJ+|2RMyoXGmOx~l8 z;N_PSx+i*Z{ZU@l-1PQ{6j($GTV~AowdhI6l)pEXt_lT%BJ7o-KYA-gH{m(UkD86W zB&eJWmkKb1wonY@mv@v4c@M~%_e3!`4HuG2ZQiMPpUgq~TH?jY-KK=HBO61vXqpeH zJA6}_6&;Ekz-p{^JE&Fcu>7yXqFihIOH1ew>EADWT)0MgCHbmg%NVT16x<^t*5$zB z;Nm(|b6;eLseC7;(FaAD7HA7tUQE*oSo~q`WB8WUAdG^7cSp+-pcNfF=$*_PyiPtO zxE5%8hIFizc>W-$6@T8EisuO*F>bwsoobXtYd-Q@)(gO;)Q|!Pr>+Ztq^NVqZPR#K zkLDAW8cWcgE$uJ57Hp>#9dk~J01Hxz-Zl-5D0BEQGT;w)T5PcvxY6m13c1@vhh-o5 zoO=*jD>@`VNf40F1FttLS27*xYEPgqH@D3AyW>dO+@6b0o5M3bE^C@6(|VakG=4ce z`&w)Bh6WQbHo`5F2y*HcoHiM|IlQN$s1i){`ej;nrN5@v2uvul#bQ}P&;xaqeN*M+ z4`j3Uy59}4n?2{Kat#^hmXFEhvYklmBk(Vs2*{_D1DWI_v>P{DMGtD&wWE;-%Gt-9 zHh)}$<4>B!i~iKL^D1D~w(Q!6H@i_W4XDT;F*v2r{TZG&w`JC}%1pjs{DNe$wmrg)01EAbgV*rVV_P1Iw+S zFIGNkZ|=3l^LURKf!VCsi6kxVV+=XOojaa1YCOKw9ZsW!_$z|OtBio3DT-8HXAEja z$hr!#>4C3}o;#0%!ro7$g5hLJq8Q$r&5yVqVN0JAzRF7Fp>p zDOe_YqN!u}|3lMxM>Vm1f%;mpqk>YTii(JU6zL?=1V!Nj3L+&UO+`Tn5ki`Z((6?~ zYOX<~69wrc(F+37B3)XdlmrqWKnUr{%kQoC{>mSjH8X3?o_+S2bN2VCRv+xtj86CDKS$EmSitQ>S~&x9QcOlLbspk6J(Rp+0t^r1`3CDR9fX>+&DT6iXJ1%01r z6SaStOiYuTlal&SKJr2Y|CeEQ-X5Wbi0`LU(unB7Ij+llx0;> z)1&#g8F0L!R3|(BF82L)M7g)M>hG;EJqH+gW5N(css%gq2O2QicL%MSJLh+&U{1x* z8sU5+A|vkskcJ4yv8p|rSmXOiMS7iY+&IH$&gFFZ0vHFJ$rC|02+N|4FH{f8}ilOzp2#d};&xpo z$M#37s9gKpqy`flqjSn3aLdDp8fr=x+wFiV-0VAUIf%(EgW@Sr zti?q5FLAsq6Mxs2uuKg1lIkHtLJQwCjcIlg$R1?I2Tt*l@4PR)u(ly1lToS;li3uK z?-HME6<#Gixz&`37=GZBHW*X_dCjpaK|H<%VoWBmSJ<#YxrJhWF}K#8Kp$nB6JKzq zd9v)!EZV_3mvL{;9`+vkfb?7+9ih4aL$kJVTHjS3)z#kI-Z58_DVz?Rxw(z|(X0lm zy(VmDP}SLGYy^W3klL6J=93=d@{7uXA-lOMkhoY$lJ7*Bl#|o61W!w-Ht+*=1a*Al z5a4m$;876y!=O6()MK}@g4F0YvA?Q|O-`9~sv5)A_TN6H`9UwU)fT?rK<=oj>E{b@ z+2baGNS7@$M=LeRWA_uR1kSzb%6FTiVNFk1D(}j{~~VBOsGr1 z`gzbpy04f1!i4mwycQJwHR+&Sg&`hA#mzXF^N^0HUbt$YpBnOSN=p#Mi$Zm2^vi6O zv~vlpDLW!vo^PF~D|4whp!`+5CDSBgkV>~nXib23^^9Asz1i!x`Zsk0QnTnj z@`t+Ktqbq>KzeYp`tK8ySFe^fHr}1~=zi8aUU#7)yP@nu{+a9#!vi^w*icscI1mf& zXRzVGTsBn*#S@g-#`LI&$g9pZrA>?fO=T2Y99VnQ@Z=<%D!A+PCv#ONr=wN5xcOA= z1Ni!74$<8<+!2Zi;Uzk`DLJlga0R94n zgO@CtDd`Unn@bf(FSVU5N;^1M{AF!7yfG3n;v`hL2yB(~NxqN*SzMOg?mZ9NOFFJH zdUkzWCZ(=T-sI53!UBIKg{}hsB7;iV9Xw>D6!Z;KKm z3<%pj2pq39gaDX-#bju6$$tU4ip*}5?UAAq`i{{dZopF{YzvWxYL&vp= zJoaUzX$WE@U$|3zImQRUNtoSb_y+-XLG2-kHomsMprJCUhdn^+Z=Mx}Qek0uW={AF zcQD{Z#0f>u_h{{{_S5`Z3(VwEotc^H5es`7uBY|T{uMvpPkTkkk&iborFwJ!o_}sl zg5C3a5cpa68nmWrS$hX@@|4Tx*oz*-@8hs{Ov`@!xAk`=9fFys`~w{vO4`1{pEa%b zUa{iYaM91TW0V~z^Gl3h`{;hhP1O!LCb7=zqmQ%xp7Y6;Cpw~mZbcc_F&W>U3b-X> z%m?!dPketjSU)W(iW?f7en5qPF@HI+dq-}pUj;S$vaXU6}`Y+yF zMW^bE^#`rJ?wN+c^1yx+Xh4w^XLClGoeml7GM`wa9Y=2bTzj!d0o5Mq9n;wu3#Zw64v#xcAG<@!k8GkBBc;UOyav zlF!ShP|HqDL_zj%R4IsnogpEygBMwsoDenwR8B;{2k2?Qos0FW;>TzcZ!25)$6@#d zt0uQuk4nQttPQ+!nBiGjaGh?ZnFK?nGcCHCslUq1#&^y2fyanGkb{#l6YtoUyYz{0 zN<}Ud5RM05CbtflkY5jK1rl`*9QxyV(aj;n5|t(Nt@b-gAATJ)II7;6I{Gq zwx0EdF9kx|q1(R25NNXA7@GaKiwPvqN%K{Z+lOHiGKj zn95YCNK~s<5hWuz06cb{LqO^`!WwIjf?jjJ=bYhfoh0IjfZ1??bU9Ya zQhHAB(krjfDirxqk!n<}%9dG%X%otb=uk5s&~>ndXcdfBW%4sDu&7ACrn4J8PJj;1ZeaMh^GNu)Ve=-D9;sk`X%%jh$v#3)Y@c zS+i%>%A$*$dW0*!{CzF#TbdCP8J0s2{w3#b1FOn|F-AKciLUhsVVoTjlbL1=FPB8D zYNIG&Y|@`DMjjXLiex-*2jZ~l>35`i_@h$SW=vG?pi8#tl zDHj?M^j66e+lM1jysJg10y_fV1A(qXl~wC?hTxs%VDf?Ch;U@t*mr4~!W=&^Qw}i1>JBH*srDnjZi4@|+s9(_z%(z0?Tjwxnpx2{xWoz`9}n5693_z^rV zy@?;|=h;$Z=A@{mo>Y0N*|^w;HDs9vnDp_z9PONMp{fISKFFH+k7~UZpd;|MR=s`>8P|GbQCjY`nmEXuRb~sNl(JxW#;n zTAC>81)}+Lm__Zam zvKA6SrT*1ER8)o*d=LoY#z1LGsNmX+$zzfeN163VTui_L*v1@{s_ZS z&-m8m{4SW@0%_kyLv2^yvRU3>z{iLXUi%GtBvg^D)ETa3{5HD_wm(oD#Km1?_SKQS zXp95skpbQ_LqgbiLmP2 zXbhjE=}hxNPDM9HgjghG3dwy)8$o?8bEL2373ZlQWY0#L669@3SY*F;w<%asife)k z8Km*Ub7eT8PdKYE)CxRyxKk=}KzpJ+vZxR6upPLqp8*(e%V=ek_^I(v)afyYIc;Y; zvCL{vG4Th}3_7ky1X#mM!WB`B0L2hqdt`3qwHwRvx)Nh114l&;hy(Yn~;7gT;l zaJZ4g9p5t-!UbrO%_&vD9zY!D$qTUWJ+eB$^&Vi4QnQ&m#-d~Zd zsm90sU34;5x08IJ#`ZnfbHV3?nP(>MFf=@F##W7wNHjk+H*-i|g~Md@4}SlfWjJc4 zXRO=f_oBT_&KrFnqJJ?BVBn*Ch|SF8e|yTZJe`KTY$LQ@`+oM}R>pC@+kMdWYG#iS zN$gOWo3$N!OOYW{VkKQ?;m{atl0L(Au6v&ph&NnzTsJR?9R2q%q>=t-{+|6~mD-g$4U* z(sg?0Og)oWF4ds>R>MX-o61_vk3%5Msfi>&G=^2YFmuy+UU+z}=}nC|kYzY&R^>R4 zXt9~Sb%(7*+22CA5dkRs7(wt|rK$le2Vy=d=yfKP!3LwK53edBWamN+(++NuEJtGd z-J*|@-v!Ook8ns{3eA_`pNGv}aTFH(EW6v)VX#_ie}gkvD6-@mkp(9|M7Ui11Uy*S zv1dEPUl9@gzSSoXbkd^RY4lj9T#hMWVoJJ4C^@gxMhZQZY7UW_)OISGrjIdMwEKAx zx`ydN$nZR>PE&E;m@sWS)LxNct6j}MKtI661(yoFmkVp62GtlDw<`$KJlq93;!W$F z#dg~@hbpV+1{P?Qn<@M<#Z-qqXrNYKn-?Ce(;P3iO;ja6_RGZK#yM(ySPiwBDV{L% zlw93|sx(KW7nQJRk+zDAv!_P){J+JX|0%&Tf)u;vM=D>9Hjd{!mb&KM_{6*7Nz&if zhX20rXcLPjGr{s{4^wSFTv2<_ z!Fx$4){Obwsn0<_=6wH1-$^0cbjj`Uc)9lr`FOIL z-!TzFDaPqO)}iws<1~kqKbs2rhfD(Y@{a@Y%Xq7~x&`S+#6yo2jn$6eBS^Ts+d^y%k75XdZOq4h>M4BJaU7CXtib^ zPpJF)KEs&i(S`5*)g-SHjx)Y=!y-Z_;;x*0PF@q>DU9}lcj`_;%(FX>C-+9p$~W^T z{6F7(0j8hXp1NUaB7@ags>^1D**km=E=!OLJJ?_B6Gh+tx(-g`1RjMu+>@tlD=%q_ zqI9wMLw+wk4f6b*n0hiGTI!@TVHqF36Pz+_bdphRaN73b1K*lWmF*@eMBj#!8DC5D z$Xs(0BK((=U>h^hv_Onr`mA^95P1$JXhT~HUm#TW9a^5U6O?w~t9LC7SdT-F&PvZQ zZC|+T(NI2Oc}Fa&%Ghc&SBp0ypW9n7X5K5|I(_~8b)ut7d;Rtvk!gBu_ePRw{n(sL z_Ya253-u=!g|sKEWh0SU2ah<{R==cCSzBnEaBvBsf9V5tD22m5PBck*EX2&sS{e{6 zPc}chTJ>G$bV_JnPn2wFK-Jf>QyF2pkNjLCpqA_D_daQ!?&}-Rl57J&c2Zwj+l`f$ z?R0WKP}bxxDBIN$dHj2(=(i?XqYpm%=HKV0x zQ)ISvBHM&$i0bZvYXMHB>h*?W1RFMito1!>^jF0go_k1_OjF~kt6>)8-0=jvs2gX} zF@krA=}9Z~PJw`vD3#3zCAv!z>OtqFSt;LULTDg&I=dMX1lPX^#+p{4-c;%t)Ryy3 zU(mB>X>Y8ly*m$#4nWM_>2}H*8_E4uCg1DWu(qUGS)54Iy#Gm@xYp@96Z5eHzqZ6N zAhHvyRk!cqRr)6k>nvB2NVuQZZlO<%x%hpP!XCwX_Fzd_W2@)uVwK*fG;_CS3CX=6 z2OlLsl0L}tQ#40&uLWR6v#xbGLAVtJL=1ff1wtBBk;@MFtpJj!Ups#O3hvCBlZ~`1 zOFs#r`KM$@HE0xi<(5$OO5r~(#i`;qlPH7OGjGCwEKsj(#;PH&+cT`Q#!k2j|GuTH z(AgZfo>0zAEeHE30$entN7mnzGu;%KW%{Cfo57BOR2f&6*CAsDz^IN%zO;Qgm6J$I z2>)I1Cu_{h6%nv|17>*XmDZCpNccf?VkHqXsJh(ASnc649?V(fvr^Sn0u-pTJ%h(E zv;|WE&xIn17)D9oZn(h!ol4 z!6@VT#7db-j{PlMZx`|YdC%3z#Ly#jqQ8|{s$M0Qa&=tVj#clob$pBr-f&mpExbpm z%rE?@pUfIdn(Xww<@>H9mU1+=Wr3(^Dc+CF?`}q4eWt>F+b%OU!PKxIF3gv}1@DN> z+)kF^wsvJ0{3>7|#FzPFde2g`B)`oy*>hr#@h+Y#M$a>YIuT|Q2Zx*vb+@T&pSA#2 z|EFpH;{C67&B}1O_kEALywb4ttjV$JGSj+NuT;_5RKi}uTMS5xf1yK~e%eCsaUkjD z5-!g)JgIsu+@Dmlq(dvjTh+1uSzX93kNu=k2WXCKpZ);{WwG0O_`aRg&~5(Zjb8&o zvfVT1*$!T>MpeopCs2=#a00BPR3j5B>&Xt|D7M2h{3H=+&q`3;Y1@1Nbw(_0K(ro@ z*oRjB51Zh{AZD>7k9X-oAY$qKys8G^gaB~Ni(n=*X-1XXWLd_7607l^k;bT?kXX>- zMNpMF4BL`JNT~#k6^=n&k+o~p#H7vAa;QD4fF9%bR(HaJ*;LL9&2%5Kcuc^bn0mU8v#MUdU{xeMX;-xs9^d6nmd_L37ZQZO{)%|Y7mz~E-t5xz`m zRe5{!*-t?+?`!DQ&Lr9m;`B~i@5hjYdb}^ut9UGc5N*z^DR1>6Pqu98h5$l;SCbQa zOWKNx4%&bB9_9a@U17ScxV&Z9j}^i0OyC43$2=K90@zU7`+DBcQB}cY9!T_`NZgB5 zRZEw?L?YjD(bz&|A^?dfyRj0fp?dxQu}xqi+f-)soZf{Dm2a9i?_kf9jlav?OtN*K zJ6kC>J}be|E;<=fWU{fCLG1x~LQB2*h?4SM)2bAmUk*-l!^aWcW~9EKjBA3~d{e-8 z(U*l%KfOm`D+dI)RS(!m}dMR7js0df8 zMJnKDx|V|gJ4BP|a zE(dscVlyVqQGG&_u9bH6%385*Fm>Us{>TR99c$SufzXfQeYF{Auu_@GB;}$&y;r7e<6t45!YN6Hzf)tF7#Y8F2ty)@) zdKV@@t6Vy8MPR$4dWRUMa9@U6fBA1HRW&?;t*XS4iMng-DU|? zDH45;B{M1A`$=;el}B6_cxT4-XnckPiIh!+C`?1v4>{aYE}E}V>1T~& zsdcsRaPkQXn7lJe?+T-o1jo%xi(O7&M&x`zi#5_GK4Zs<*&gHGsm|Y1-RE>v?Z+6$ z1)eW6uK$cqYhoP33~J0R#!_o^vyY?Q=58kgo$?5&Tzl6029C`r_vWqQYNiK!e7@r_ zX%k%11fO2eVb~Y3jq4dTmW0E;P4jH!mGH8r)(e$>Ni;doA8A(vEVs#${JkBs$qSwP zbc&ovOIalG9L-vDN{CJUe9(9k(VN8R2F@*tT{g$bM>0{8M`5D8{p^SZrKUK^ygRY7 zN`kcAvmtjIn=XTWlM3tg76NWs4#rqGfYelVW2+|Qxcsx>koDsc?We<9Zzp@JBqj$0 zA;ssyh@MFjru&63Ug9S4a>R)HEx+XCfU#z-&n>cCL%1vQ7|Tyb5*fVYVe4B+P#@2Z z>p9A=FK@3p*~Boy@Y>FkJu*h5=i0lwSFIY&B`SiOw^Sw)3mA5b1CSTuUH@A*x+s}( z5ra;4J3R_=I{r^4tT*c?K!+G>PCyvtR}%g_5Q_NRq9W*O)D+vv_8 zkIYke=yUw+tw+ReC=tkz!;`6IL^Cwgj2IpGq~+&Q&aZ}5(dDPYzPV4m zPAXLoE{>Si(`vf9`JO8}cyFuae@(gl>y6o|Ctyu}TIq%3$eAZyulM-g^)Q|am8z82 zPMi9ItBmNLInvT}stsFl`D6Y@hDr8Ac)~_rwT`4slWtDFHT$kL!kJ}}76iNf;PhQn z_fBR~tuR!6^|Qg{G{j!ZsPdel|BxSz`J?(Gf1ee4Yo{0S*B2k>G+tL~qYf__+K_wJ z#7GxKUD-MGpWb6hs~p8_4XwD3AwUn>5u- zVj5p21xP&_#IxTxY!v)?;{D}P`jZL9y9W)vDI@bSC48XJ%)Jot%-Y(VDt~>(b|~#Z_kc=#ZNe#Z;Uz0Y=R$?iYeotas@6(# z{~9j>W+Ff#*MGCr8`mw2JR5dCXRb6b*BX{K6i1__i+DA(QN#|*n$>5A&+|a1Q z85jXi!$>S-Mh#845lKqgR+_~&J`v4og0#S z^OF@A&^^Pby+Pq>ZEf5tdEFMFC0I)qk;PyMPT!(_vZ=ud5`$2fbYP+{LY?2M;eCUySSfK|L_;W$mL~ zPQD(nv3P8kC#K|fXH&AMC#^-VHoZk$^O5LLLchGylq2$SKmcq&7=is;y=qNeR{-Hf z>yv-=j4|w+qaiY_Q~h`h9Ol$7gjNkLv;}JOpOi8h>xxYSuQ${|m%P6iKho<(ZVpMGK7Jfko_; z|CeW>XL?c3J`s=b?rTEjP)hnwh0eSf&wgRJ9ADxN0|p6Qk^)SiCl`sZo(`4Gi;s}W z`2|Vu_|`8i&&DA2%#U8yOX=}EM%6oAi?|w!HRdO}j9SVrdSV3g_3w!OuIywY)VaM2 zx!o-Q)T6;GWuWahO}n<*Vg?%a#<}k2;S;N#5FbtmI{}UVvnw zE07SU&z5o(MI=IwfSp~D=N~yMoy&0e`QzBQg-!AGa)tg50J=F0RM6)w=<@r%v_+AnXlHh1gL0Jn|TV%q>~ z=EoPi7w6U(CW@+!a=qO`0DrofJ$o~P9qP(zHCtoa-Llf|6q2A$Gl(*`86n+R^gLJFTWEU=XFhWVkGi?ss;(+s_F{%xh1)C=UZZugUD`q89@8_7A(OPeq6G7D^AL%W46XFt|5M=!c9sB2PUy* ztVhm>H3w<-8xvP>(;j|Uv?E~^y+#4Gm$fjyFG(&ddp}$ z4a5jOoY+XAWq5RIK2k~Elwb?V=4-;SeEh?kO44=3=T&1eSt^)x45hXlfJ$suHO{}t zZ#e7n9xttQX~YuXJ6{zcn{#(fcE?XNqsPHzjkxP@tS|(q@9soLAb~gdGVOI@IB? z;QJO^lOcd1tyrWhmZyF$?%n#7#RjC$OaQKS7o28)8z@8>QYGo!+mv{6d)fxybQF6Y zG}GI%c}EWov70rKh=1Q;1hs!zo%op{fyeKu*7g%369q8)x8(4Y8AhY4v@5x3`d8V{ z2NQ9C*ISS<6HhO;pcinUIK1BUE3{ucLfF0Kx@L5iMUSfUX#u$@`)^dc?^qxIudj~ zc?OkY8hwmK>K36R)`XoXwYj#xW+f3SwN$V7^P&ERaw^;}C0|vXB2Yo?Q%=ke0A=N3 zV;GlsmNr&SrwP$2C4>xzwdm3<7cIoIe_D$_)M6+h5!B6;d2HkLB`4Cln zZW9X5u`Dh@4N9PcEs@2s$(v)$QKrR~5V3$)r->jh%ze}{K*SaD?P5vw?J*|@ z!Pd&QlO^GBo`AJe!bHV-uk&u5^K(Vs&ST!%Pm;cE8Z!2qhqH8sXgV5-8SZvAf)@GBZ;v*#T&6j+b+d4k{I?kSDZ#c;Mi~3Ljex&I>PAZPRa%?VC zRnS&$`xL$WHC6%()rd%L)r<;6rx(tD{w*9yf=8bw7yWRW_zm_R#bLBtSFabhx;eNa zHcZW7|FlOP6cv%JIME-<$>=DmoV0H1L~yXj6yA)>r7vvQ{zpd3$fH(hH>D`!$U? zKB;Oc$OtMgGt*=chXMw>NxX$yiW_OAWIt(ShJu^`X`+HlqZVTD;pcV}LXvo5Syxfv z_g0xW{;b`mK^EfN9x*A;2IX9$G6F^JC8p#v4U_0Pn?@-jWC4q`ABoQ2MYhiXFH_lZ z{O^`DQ#9W93hLq&$=Bwm>X5rVu^0-`X580NcoIW>JlA_wb#md!u?Sro&6FPc{jEY< zAJz3416oUJOb$5A72o)h?U_l=E<~Mx-u(_}c_H?+Mqwx&`M<&UbXa#&(#NwHtad^c za`qL;SPDJi9Y=g&IX4(0h8OphVGs78%VF^x)cux?ws6hJrSTkatirwI!E~Yd3^$F8nx1s23}oLdV?OVaf6g@nJopyb5)OMY~e^ z^U>jPsx|n}+=hOWsqV)~VQvgB6+0Q~ z;aeG|9BV4=)Sn>kJx=!?h+$4pm>(c;)`0k$p=^lZpURU`68F7$$}cqx{VkoJp|FEt z2A*p2#|r)`+#2TMaza%6#DlJVh$EDF$w&72tHNE9%awusk%H$Z@=!g%=dkX_@ST7{ z>F1!q^qMX9dKp*_xD#a*w0*eB043lXmep)h*MGd0D{P(OdxS>YQmC+6=*mDpI=n6F zT>qb9fd_?3!Ywp5Ayg#_P`UvKy0p$?;l<9uU3X1cTUl>N1MS;`IR$^xmk;W3GB%#{ zE17R>bJGCQeO&99h1PU$<3N1uw+h0`?(`+mA^7%8SAntO#K-<=Dg$t&wsnbyFE9+P z|5kudDJ~R0Vfk@Hy(zWvW;4D80~XaiQYHoDCwbgoNz(%%P84>1oDM}Qy+0{*h;VZL zV9Joy#MfH0pEbo&{Js@`QuW@zc&{9`jo>w?XaCDiIk&Q>1Oe7bD{6;>Fkp!Nd&tZ`(-N}b z=UA-9lBxi6N>`Sw^IEJ@U$(6J>>QFgbL6P94NumNnrZoU(qzVWvO%^rp3Aamdn9G4 zDYbW4vo$CxXv#!{VJk zOnh1ce;jx8xtJL3Z z#BvW28hRe`niwKmDm`jfhum?M2sz)APZUd6#Ok9rytH3Iu-ox7K-f zQ~_&F#Ez_)&tGnqWgZ{ald9@aFI}o~Pz1hP{LFWphrBhnGG`K+ZsZ|S*-G@5Of&t_ z_QSWOYzI32p66D$ZJmhm(6#F+1mIAI)Y-y zIxv}_1}+8EvnV4D;|1c_)r9_y*wqS?a29U|>fNqOK0t@J7-HH_!m+N9SIFWIR+su> zC$CMx>UgG;&BgbX(~Zy?X$;BEs)}(|$mpMtt$?@e^kFga5&PkI_mW$G!4PfkA{kgF zi&*fXZ&vXFX(a_j^8+k~na|8+z$&{<-C^e>E1!1~S)Fk_e&elRt}{dU%F zAp8-vcZ0UOF8anLKqlApo2knuXLaUL199yqmD=@U?JfQRM%;?3%$Rf_QY038K4NE2 zAxc}D-GnZ6VduCr6V+1hrYA11x3?d)l60*7VMJb0W9=N0I#Zj;R3q;>%2&}kEk24; z)xi+0JYM-`w(QQ+IBIo;HotM2^4Et9o2Uanh%zEoH&v7_26Tfh)WoR{Q;RpnnE-Lr zF&68~vkn1o7NvFCnJD{SOgO1;qK?@8Pg6)r`80v65~$mMevTgyFIflN^f?xb7=)qq z?u$gTrug42nX%B%iGubA?P`d_n2bDtNmU}iqR+HF5TF*zEqgYw&CL}Gwe3fb1v>W+ zfqDeR^H!NHd-HZ3wHn+2^!PmADl+3qS}}+^7>T;G7ivEW4AdRa!+`oH$b0O!410?A zPhv&4JAK5tL_H&7$`+&HG>;NWfqjlZ%))YHT{D~-LZHW(;MYX#DE7Afiq~QL{w5R2 zeP5<9YfjS^by$B@FdBFSi7a#*2eF5Pstrl>(GlKh%C}h5kx3`AzOz{OzBDI;`(PC0 zh>BZLNE;6*fs8K+Gx5U@W)vIb>ZD8*sfWk8d&zMta;K{KY4%&(v~l1E@?(RrOnlQd zenF~XAkrAR7R8Qq)O7v9o!(w}B7(O?Jl|Sf9d~s)28&7ohF=bU(iNJ(UcI!I ziN|-euNjdtaeEA;NqTdzXSvkX;dE(uc=R!Fa8m@iCOx{!!Vxr8LfS4LvFcK;12z`u z^#IyD5z(@r#n0p?#3zS9fQuM(R4l5Diu`~F4))JeSA=dWKlo)mdVzk?8&s*%a+#hP zdj5YIVOoNf;?pQAw@%@2S+WVv?HAeNJNs|6EDP+I9J^F--*1cAZtK2Oar(R9<3^Fy)(zLD_6s{9;P+1(^$e zg*H+SWk1h;Agfl*b}Qsc`inNSR;>W`B9}`b%_a6H+13|Jdkq}o6*By%_T<%Teq7RH zMaCRJ9G-A-EIQ&T-N6cfMMyxe)KLDMVg9vTuX)O(hivbBO|p4k}7_p@rE>izq z97`Yq?-c>x-CwhMJIDX?N0!OSlI4F3=z_Lx1M==?AkKX!ql!1!D0iUY7q;0vr(J}9 zH^-;jqYLsd*uhbJ-uU!IGCD}Pf0&qS05(Ox+*+QbKpLt2#sIwnY%VLhb|Ya+ss~^- z0i*IrmW%{AwZA@{;w4!P^)EIrE)z3rGWO7TW3u4mbs*hgvi($>sl6C#WsmZ{udI7p zH52gV7BHu>EoglD)HpEEul7=g_Lq>LWL$J9H({$Kn|6FtSbyQW(klVtUiS7C-tG@B z*4tgTY4@`?;#d5u+*dp^t%4gMQ~v@FcYU^2zQTJJ2iZO8u9zAg#|!&AB>dx2T=*ll z;{2zpeDd`n)$vD+yR4mDKd&l3(l(o(+8s*=g*G!+m5xx;Y;GhGEOw_W^55v467>K1>|Y;*o) zNesbzbVp!V*v+A`Mn%t_Xqw0TbTuLqFjTFQk1O-y=a1RevslI4*_``F!VCe^xR5qz z=!Q=Z8Kp)psG+srwraQ=QbVg4;5{}3W&)%p->3->7&uIiE~m>11IxHEpf!72 zwMYvsi(N88t8)1nHFROGD=L#WNl+3po=0}BevRyRa0IA7yF$Y|nQfx}Hp6SGiL7~H z6OjwYhS9B1RlDxlK7XkX#j$TYR2}iL9F;SAnFz&A-(h!{x_LY&`l%VM-P0`UV1=fn zR)dVSDM4QfgntdYsKNe5M=l+7>rRl*z!y(=68PCANPcbr)^rqhq4$`0N0T#t9H1j%M4b>c!IkpURGCpO{zZekgzQOYk-NH(R&r<4(O5^2hdT{TSK>d0g{$ zAsU6!OwRScT6BB!lZTO^;q;>#FO^^qX!$-Zvvf;Y%u&dB=^xJsZKOdU!;?T}!^jgI z)Ye+Q==R2V%jE=6162!jD29rRfz{*oDra#=-yb~p)ycTly!|HS-(BVxU#WgsZD(ZV z5yDB!hhyNP&;lrzZ=w3Cft|*PxJALELS6Se0R8g!hu;yb;MS8`1}qx-W~e+1=hwG2 zaS+}1vy4#^Bz>^`(P*m9(>Y3GQN|C!JV)g)s*ppC{0@`;mXm#3Q<+Zfra6QN&2_;JZR#WG6KFICk=q|fL4V#+EOx9aaPCp!3<~T2 zbiav(EI(@hJuX$e47(ppZMQZd(mxEt!1a8-*s3mruMhW z0aSl>Hy7nWBXj*Tin1q>Jzq-K6WgDHm_rlIMK!aR+8_|%{2prH`zUm0! zA8B?FwVh{vl;#5?vm%;%IG({d_0P4_V5Rh1G&!H~Cb|w8iTu3rG9<({;T`*Z9ue!) z5?Rhu{W#k(6Ve1Wr#709n2&7NKw zc-%O#k9n|urC8qIH!X^gRqGuj_>+&+Py~G>>4Fh4egnSq$Xc?57|}i@IBnSXJLuhF zgHUdK;{kmiWtIH0>}HEVI5a*h&$R3^m!D_no+5nidQ$i-eFVf|#Z7x;FooKw;uDn6 zcF})IjUnAt6WU{ayV2UdClLRB7`#ra`XK%xJV5_kO&;qC!iZeH=$^YP<>{T9iGSL_ zLZ(F&e*j);B3yejI&y|}X|lE8u}IUq`%MG&E}d zaPl!#8l9ac3t2; zaEq@vS(301_xBP08lr0R4p$URxov@al%9{8Sccfme{1M!8b^c<*w$>f-%U2#Td~Vg zXdShm>%1cym~OT?N8^k5>FHm}WE&nB*plCWcAy7TRQJmJ+McmPREZH0ZfBlQp2%6&mO5*fF( z!%=wIF+ycp+nzwSuous2+T(2I{z|g=;HL)Vhb064`myUwEx&aQsWmrt$=+w%WeBBi z9=EmM5n(fTI8Q3gZAp5VaEcH3K(?LZ2xT{3m?_;X`0x{WCOwmLg{CkZtri=KA!Oo( zakA8mIJc$c1m4&!lsaVBkp2REWR!D-_xoEODqlGI{!-J1p*ncau$(&Lup2{)&iGaf z{)99dVFcHX^fy~m^cLEmIVPK%cA6TwybtYxKMeEBFCeIvHcNeRd_RAZqTnXZ1UvP~ zQk!#lyYi%t;u?*_Is*>ctFQZkjz!;2e3t=x=P^9Gq}_-$sR7!M>AT8bj6pSN?xCvy zBYTk94Z@!_ews-6z48;cLig!%tZ`RU8r0kX$`~RyYEcXW{Tf)z61RSkBk=i_wIjjo zdQrm&=^0O|Vt#vyOcJWGP*KU|fU7W6^_uwyQ&f}@Svf7hVKuHlFP&0T0-60Gw0Ibz zNoV|$Wh?YRk42J~s@E(+K_M)t&!$SLb4C*qiE(bbBc<8w>^WhjZ%5}%QRd@>uP`>zmkdX+E|eVm!ny~T-u1Abq8;Qs1HG6Sp)+vRLI1Dj@$z78tA)1 zUwA1Cp4-VZa6}w2R+Y<}xGt=TBB!`-y-=q-ETLbMGmlED zd*A+3R#ujjl~xX@4L)UQYB>v)nwBM*mgPicWvNMqrhq_Z&N)@)ERR#pqM11YS`o zLTZzCJE1xnk?xNc|> zI7qu-3nVxbF0OPY3g&8Yl4dToP;G_M<2NC?7$fHVhvdidg{5oRg%+%y1Nl-r)L(N( za5gX73#85|L$n2D3&=rIg!%=jYOj$FwpK?SzU6m{QhuG*nR7acf;T`i(1Hb^ed)Zdgyo?#@#(#oAG`J$tamVHTdpB2QGv8>ye4`$ev{>Zx$ zbKZY-dzBv%%Wp<%mq~|?=i!07)65ci z>%K7{z@j$ATLM4D@9jDW_b*_7`yE{2q@`V+Ky%zkP8yw8^U zTIe^BztiITB&S4^zD)sUn~Aw;<%YfcR-AsQ4=R636LU7E10{#^Sw!u#u$)GvZmQgC zQ86!xLi{F134!jxemc2$6;~^9d_Qg`cEM}%E2(kQl5di~@@EC^u|IHpoC49kTKU`pNO$OQk0|ppAxl{`r7fs6^yuc-Plx5BgH-?m~>?Y7d|j^!+L|2 z(JR5n4WG5%m~)L?$a8$xJ)lY7zb=t+?A6T&+F$TUgnxHp$m>g^b^POaMOA*@(uf@d z_r`t}KtHnZ8ST6%dj;NKBdZT7WH1BR`jdg5OA8m<{IBd6!6PWtCt1`d9#5obk|D}< z#?mX+-g@Xng+)*uIm>#2!W^JbT_n{psUH$ie|$v|8;sF0BUiI08N((+M`nozHtys; zrpY`iep8y>0sqSI#qj(_skgh=P={wHwk+Bu zinm9z8i}=4Dk8v&SoNC)gMAQAnY?sF{`H?Jc|Wx{o~A*wvUTHB$g5t$=!TB$s)FI@ zzlMo}IVmEcngTOo(7`5=bt{ivNlIb@Z>pL`w(L~^+7eV38WIs(({vN-Ws1R3V!#GE zD*LFHSek<;k^IjYMY(;n-N*UP(6`I)U9UvtzmG^v9Iu1!P}bN{FskFZgJnk6v%BM` z8~fY)%fE`nv%j6**;Rz~+^o>OdbHu{>B+=FA4)rG9#@M?W17$qAe>aH$0?kBt2F-c zhTAwl!*s9RXP~>9NEguBt8hx6_WbVDn*z zPpm9WJSs`8_31h3&yvM|(+2Wp#1+rxc$}D|&aic}J27P;oHdtPtIbqB&f@7LgIe*e zT9;YLC)_yH;-!6o0vZ-){z^~F-MoPl;vLr^eg8D^;610icmE{{`sc!?2Zq8(`=I3B z-tr^$w82-*7`>jwT7RNT(t(-gmc4l%MNVcf9U6nMCA}1em0=8)e&y3UK#bnRG%~5( zCpq(lEX{YHNf|GCg_B5%NLrq`)Ka#;nqnBUrpY6HD{`1&ucNycGz`y3{#ewW2g1if?j5Hz);fSOEIfu($nzlK|sI_?QtFb z&)6G+j;E0a9)?|DksuF5I!SX6-!%T`INTxe#aETM&e}mzGDa-)$DX`O=vdU-w^s9p zd;?j93)Wx{D6G|HN+~s8hvkY}Ml%8hR$|OK{{|rF@L|Lap~2g_)-k=cXPM6L^y5{# zhzU88nM_yT!$!fU*E^=)DN+(8UccB!$Z4TWgDA7GhK_ejhqm`xwU>41-1z*B{Gb{9hH%Rfr)ay6@zTYJ^S(zvBsR8#0O-{;5+(UyRH?28=gVjs=>tPfsbv%@q${ z%$(80ft6k2wJO$@z+0%0KTVYBl<1@|61Q?5+{ZJa`<*7@LOl#dv4;GpW3C@T>*k0| z%PHE;VO{ICfW3;24`sTnYg3Auyd(nTY+CI;G&ILU$zK{O=P%u~ZL_gEmM79raR|bn zC<78gr?ic!yUC<<Bg*$9j=yU?)Q}@*2VtH z+euaYJ51Qc5TMpXAfa%7U=8>I8U{v~en&>GE^1_hue+VmO%f}Z}o5*uBe%2GT4)8ik?bJg=#bad7_ z@QNBk@75}g{lMiMr-7n@E!(NO+Qyxxg$l2*XnPgtO{0e`uhy!#G;JX&oo2u3=ff%pFg+2w_4B&XS*$eI&C$Ykv+sL7jM_lVYuE-^H#&pnWYyzBlxkJ|0fPAi+9Bd2x~#S&zfZ1$Yig5UZS4S z@3L6h;)Sez^$JkqKLi|KcQf+}JXVrW8}u1pgn~K&um0tjDgEym`qq`Y=AagS1gEZ^T)IRWz zbM-HVwHMr>q8g#8H2Jb`@v#>xw+MC7NtJSJ1;Kp^0%ayt$n`x)s^+`AlUTF+TNel| z_edVsEY7y;;txMrjN6aW|33HPJXAw;{**-w2+YX*E>xLBjZx8xXWaEV#%pZLpjNOyVI63P zl9}M(47?T3b^w8AefB&B^Y@@o>`>k9IKrZO+bfr<%CKt6 zrJsrp^!{PiG$*l#Vf_9qqh~-cQ!P}ZSNeBBCj`DOcwLK{zO;!>G_TR9_?8J#5nV1& zSZ?A$K0+Lu27Pw(u4=5(>m9fk2QoEFrffb?`ZA4_sqfgY zfZJiLe&cD%+9t?gYJ9>Vlw}?(K0p|h9ESyJdV|swMhy+4PH_?Gwc>Mop*L(uX$!~c z9=Pxo_-daU41Fwx4M$+q)+h<@+FifB4pf|`I-4`MWP0xRKfCq{dd8YGS4R3Vj`|Q> zK)Q)9Ez)%m`CZ`8RZ)=}<8J^#{(cVd5uJ^(UfSe97}sZVivgz+o8+}(4Rqi@_WLiL zpbCm;=z-?QsrfRQ1;jQ9_6;dMkK!L9K7}!9Cbn|v#~HYFLmHM$!Y(dni__WmC_(nD z@;Y}f!Z?gdWE^LaKuv_XLldLf@h&dDo6tlPj?Qlj;OCa=!cLl?m~mQswT z9&4|;uC~#Be@!X{V!Rm)3x4b&cSrW|o52U8_oa=kg2w1xI(a z$2HGiagg@$V-6zc0dwusr7;NN=}zKh8wq}idnhBdlyCsx0B6d>2|px8YS{2xsEmWMV14o zAohLq?9hGCq1&7bZwBGF&f!k3Wfr0SJ4qRA0p{{Yo;S~jjy3b6ia4Y(p>Xp)E0_E8 z%NufF*x+M}jS?F%V}``%E|Twadb1V=UN=SY)n;_aXvlqHyA5Xt!zk{T1hi=r>hz zAyPwJR63vqO>=~>b3v#ioYVC66Y)+$Y6gqbCW{`y12FWTJpK-bF7_BPGHenmT73@2 z=+LM32LjoiS(w>UVBi>#y3y_>lDc)k*yAJU<8<-i*HEioIhi772ei*Wv?GU?1Vu82LNeasZuWPyD?mpoaB+$X#hK?C5r!U0l4+xw?Z9 zzh^VsOaU5iRhZP0b;Q@B#|q|v*7*Q`G%e>KGWvk*zKnH12Os1|BLQmG775cTd3~t! zfu<3n>M(Yw@A`XnSbW2afkrJq$i&PWcBB7*wLJTLwt0MeLsIS+R3EItK4-H zvR)du@IThUb<=Qj$X{OZfZ+TPE&~5~CgX^?L^lA}%Bqfn8REQHLRK?>GV?xK+lj`&MA0L+0O05Y6+9?aeEF+XrY5$v*Sm*mIIQ(;g!Ls~RFwmXcC zpIegbAd%jPoOdvQxhti~v)DuaQFI(^MiTUf-CHBQ_OJ@;l)!WkSYO{^4*niox5GTpVKHu#9 zgFwT5lq=Kw2PsCkNXnflMJ8Uy*k4ZF#Z9yztk~t8z8Q4Dp$jm-&wfTTQc8Jl5#phN z)KHjW=xE~_%KtT-K$Kki=lX-xSMC);U3RL%Te@B5whHa1z{>0L&v5@o0w; z+-<7yvJB^TgxENccZz5n3iO%1i@nmGenKt zh0QJDTit5_nLd8LU-*PF#WvJ3)Nbamfs-3J1X+H3#@RFDg2HfSeWlG;Pp{f(!cf~i zOCS4vr1A{Y+Y=ITkSeeh*B%V{+HPd-XZ}JbDZ2;tFfSVh8j7HeDUh_@DUFg2igl*$ zhr-%<%awS7|KHLAqgonztvn; zZyMzlm=u&&&A+`d-ta!ie>rXx8gN1kIl4??H5{=~#rIb>u2JUi2d!ts5FSP^o=xUP ze~Pf4WqH42S3W$5^_V3o(PCL2 zhB6ner;vFZP@DX#s^GXIW3nR7g>=`ext--1PuuMk8^^Yw`#ixbhpI_WNrt^opG|&@ zSm}?#Vgo?m>pTUU%QA74^eu}c8pQW0DJk)O5jS-$qa-&2#OHa+S5yr8*e|ky%@+4& zbz?)G{Pj{?JJN~HLtxKv;*a5{jg&UuT|Z1>2Is3^nt0PU8*Dvm;t$1K>Bru}j?UhY zW>m%LjGAlNs|iOFMqA*Tf##i0hZS!$XDdYuoYu8VD6{{`^u?dbj39qj4ys*--`3$} zhmyS<0Eo8n^1n^?A@eyuc?)-ZpGEYxlR~7LS!9P6Nlsx(N%0RhwC}eAT#t7EqBEA> zlp3r%Uw@fy7c#ON5#9G_jaa9iw>W3lH-1ZMtOiHXW$f0x()xNj@3z%<7gOg3l8P|( znZdF24C`6KPEzcz8~bTW4#0pOAlm$JR^m`+zcQzfl?t+Djd z+%&}1Xn$tMOyIRB$6ewmnV0tO&i>^oY*haUUTXj0_|VhrMS)&E9;hQ`-|RZL7REGH zyBD2RsxTGQl2P`La}ING7t^`4STH!k*@405fQD{yd^-D0^W2R@;DrE-hOvtnqn!TU zff>am-2yRHgW?*EODX6ZGzi%B*6wJ1MbeSq|8O%j_f^=THr;RJn1m|S=P z;7?eJISP0{Gy}9zlfcEc@B}8b*K6IIJ}_abv8v%1!yw^!6D}lu6%jBn(z*MV6VU9M zJFs=-G`%2(Q_^8~C{SbS;pH+-{B5qYwW`{&`1UGGCy7u+LcAU<0ZZXPi8%bP)~idV z$*Ty|QFNwtA+3_p)b}HR5&o95-$69DmE)mK0q@7hz8S~rH60HQvF7QXCX;r14Cm7C zew@7UhO-Qn#Y@NDrQd(xH_qRCB936`%BeA_FNsAMt{J&eGg!r%-A$FH;Q!4U+*3gX zuVzaH`tl%>xC1-9+e0>&A6tYhZWRqbtQ~2So&a>;A-s=?1kxOM%3H?+*hHf4GshZD z58r56{Pc%)#mU2pT|Cw-Xf1DM%zXPJ`eMI|&h=XrQq|myf>wp@%`A_ErinOUkS9#^ zNAT%iw4wA_R#&L88QVpA`nPGF_$N@qTld-9$y~aP6XAj;lQSa`HEDTcrYPv#fMMgh z6{|%?sI=XytB7B3n_^0U{%+M*EUejuCo{*lk<|8pv@&)uy8#bi2J7l2^65Dro|tRh zVYW_;PXssQKF7_sSUM46(<5`|7mtnfZ=L-1o%yMmW^1>e*f~4W|)5#IU zmOD=_9&K2HG+DDxIiR{7Tb})6sv3pMolh*P|M)+hJ)jB+XoaoqlFKh5s(S+u*4X63 zVWxarnwkUrw5nvsgLd_4O>gkQ3smdn?yz6H`|H}?%tIG&vU!mjv#6b~bp-yI`+e8wbI~lf0f5m;?OZ1C0i2j3euY zDp`BAAi13cToKxOKt;uV;>yk8V@0I0Kce$;l5Fb~%F7j7p)?-F=6$3?rdA0xUQ<3V zI*hC2b1=^&XiuQt4%LLe!m4JP)Gr5?&x-$9v29JRg$5kp1y7rWB5~g>ayLhI2`$XH zM4sC!NW&Wv91qW)A<(Lrhz;{3!O3ab@ul<@-iN;4M**y@{;8K$JdVrf&acN#7$n1? zn(-zJ7b02kN}r=_GYf7e(j*wyIoEWgnG>3}@IsM8%fUGt+YB)8JD|CPe?+SnrVTRc zV#mgsetGW{9xM#+kS9_|mG0!$ouqosqj49lijU^0s~utrs5p zuY#(Mb5&fAHUVP!n6Do>R?8f_PUe?CaBmY+4|`DT8wy2pN?S7_7lVx&J7B#mYdxan zO;*ftbYKw5aW-O}yivn@f}}yMil~ngh|xdzah}gy=|=8;5oh}ZUK92^SPBQ%(H!bpnH7br9mJeE!gif z=-WQh*@1+j`V-!u18$jHBV#tzP6b4b%Pw3U@Nn24!W@qyb9PYi9EEnm!mR=3TS61(!5@w? za>Pajyc?v%@uY1D*zjNF9rG5e!X;;f5IsDpFv=IVz`lmga1r`mC0<2=$N4p-PGNc$t=?%{zf(U>r* zSH0wnso)b|q7zKwOScXEr8oPU3W6J27d2LmQ3rr?1*~S;2x8+!C{mafEa`y*+G8^) zPxTO$MNQFTRI6pxhis0N#{M5-BRKkZ-?2VHQxW1+SG-~$Tj!2MElN%DDf7d@NgW6A zi8V~=LLk)?nH5Wy8h5d08se>&ofB9gFE{F9V_Y*9kctIn4*ovMgly~Ht5tk6)J79{ zzbFWDZG)Hk2AE5~IS};Y;L6ozkOQmOJwP><9<+Rnq?=32lX>;(otnhHPw=@&7!)58 zNh6Y_3r@tw`-OK!1dDaSF{DQ$+|PRh^gE0zy}b!ildyF4>f=f)ojKFS3NJiu)l2bM zxafpiRz+hr=Y>-(jsw|~83JV90S9yrBp@sHcWIF+Q&}n|owp+`@R{xCXGu(2p8zgd zU{3rFb^LycU=?BG1P2{^K#YrtnR zy>f?nQ46R`ikoqolDuHQJ+wIMp#APPbkC3t%mp>~cQ&M4e&@E0G*vV?D&6it9&=ox z3DdP=8aV#yJ4k=N+duu<)Mo{(1N`afHEcAOX2nb~8L*V+A7TscA6?5(lNwI0NU~Dx z+~?mXxCLa|P0qdtI*^RK5~)WPyifA>u~GL1LNdbDyc~k6i`ttOsE5{nxvQC?P9Sl} zvq)-M9H}~5dM9iK3UQXIloJ$qJywmUFvy($AmJ_4sq@uzy!~Pa1ur)Ud9S%jFYLE8 z{QIB0(iJ9Ft}m;IN8Cv`6F&vnoyUA0&b=Ll&fN^VEId6cygYr}+e0TB6luj4oS225 zLbyc`Kjn2xd(~Tu)|UFis5`5fcL}vun7XBX1$RYRS?1*$U`8${%qWjj%I@Pxs~WC6Ybx^!&W5Rg=lsGRLF&-l9MGkif^Rd!@e9-g zK@SUyK$RbmQ`VrMB+~8xVup0pH+(X)Q5n6Q<6*tL1$B%{tMUQ{O7`=|ARrEF0xLx@ zPJs`jaTXmGvc;v4Tr93AKOSI%^NOsJG6L7ZGyj(>ekK)Bm*RP}{p$PUDpy@>_urd7 z|KTLcl;%{}oBpW&OqyPy)3+tJDXPHZ{IfIrlP~2(xV0I6%FTKHW#ADmFaE7np|!&4 zL#&Vnu!vR9&!P&v*~ zd(YSs)sZ9Z+%5%dia5F6K8+SJP}l=s$>6qc0B(5&H(S85W5ec#kn4|`qZ8b}-xifY zZx21wh_dH&U#>kXoD$!Y^7|B#Zx`lYpWz?<{F2&tTF$-s;81|^#@jg=*G79E%J3Lh zT{LhqmKdt_x#g=~!t;Sku8bWJySTl5;1-ztwaj1erPWtM#aX7I3#<1TfVBg4LAz(~ z&-lQamPJ_EneYtXdVX;^qMgtyT0b;37z{+&!Ld1ZJM`NOGVF00(fixu#W2QrMsSPTXK zEjXnyH(x&?{MZPo7xkT3`_E}rXI^=l<-SDKX&b&ECwX(jak{}J=x!Fsn2Zcyu~wq9 z-rr29h1#F1_%O&iHBTF8IVjdE9D^2);VpV7&nm|IY1#)QjZgb>uTfm*Xt(EU#w3>W zH=(R;q{g|A6{2#^KQo7m)F>PE)dw8;!{{lIpMClJe)a)`eo# zG7!bC4E=E6Dy>*H3I=d6qK#9Pp8U;QEhkR4x#ipIe8cJJRoL|k9%lom52W0afns+d{d0b3=14Dej(GK1-!XImHfM7b*a2KObbvzSKQDZ~AjUbdF&>A^Mxgz`329 z2$6U8avqc7Xb8X273aan-YHKj9~=0)lYRb&$mWTjkqxpU2?Rc^H#+mz`LRE)?pl`H zbD-OYR*UJe7LqgZ%bE)%$X!uv>_TvdWy5-Y*!Xq*0Q=bs*)z&?*f())u-Ns0Y<@(e zMXcaZORfG)S9wrUuqV2G{Rdx>{?}f>*AWC%#?~0S(MB`hz!YRiF|r40J?4FThZG(sL2B~2n;Nkr{y@zP)+zM;2( zpF(RNf1{=5#cROt$Fnm$RTAs<+lirEt_sU=m`h7HijrKMS8c)0yQCoQO~lR@QxThk z=A1MyH4P3T3Lw?+CL+#Jk&s@YF zj&|_@hDb$HkJbbaqY-Yo@*1Gp0sa7D=&e{wYZCT^szpUa94S9t#@L$C*+L>Sh zCYfDi1d5{I?S<{LyyckWz;7u!f1%(eXGTNA4PHH zp!CvC-U%d}jTH}0PKYGqRqgctSDBO zIe*Ko_Wg*S$^9!v`hdy!4OAizd>SBmy|DXMyTb}9nc6s3SJ9d0F+7)4%b0+D#gae? z{E5WKc&Y5qM~x_7pYRwlQFsl}L)A<`&A7MiT_fosdi-rA;u8s`lgst(bAOd*dJI~m z!%w6=lU*-}^K9ZBhGBpmc`&t}8L?h7%YIcQ5rq2#2h8a)H5#zS2?A=1d4NTq`E{}- zbKfNBy^X~DQ)K+-S$|4aiAVPNmBOC(0LJ;r25?p+-rSRrZ6ML5`#|~^GAO*KpVA}u$PY7bDxHwxMsc`egAV56{{ogp|I|az8cb0J zcg}z_G*dBBO-2{7U7);ZvRVVVQX`_!sMl_;VjgISj9nM#8WdgJUBw`{KR9@=(xmZyz2~}5unJ!is4Nm&!HrX|~ z4)l&(S6k@C`IYR7>cX{4^d0rXm*y?2HK(dC&r2O}>Gi;TOrmh*_FKv&dSfl`t=W`7 zu@AOS^%8w=+HfMTI)Qdt`*Q6*(nRe}_se_|LJHRFJKI9z7~o#Cqudz%KbpRt^NWJk zoYNI3`IFu*JjH@x#r7^p@h6aMP?O~B!}xFdkVN9M$HH=u`K!Y@0$GGzY}EZv1W|D2wY&Lz*3k;pwu|as`iX)45_|Mc-^CFiv`l_ z&0N}l#;iW8o3W@gU2tk~W9CnprBUoxP*(dzsC+88WGBh2AqpgA3wZ^;EJK2akRO%) zHqLEoJ@N~1fRS{602&nkR=Zma`&&0jF}b3~v|4bmc%@?4T@>IfX;+qRad)oGFK-*R z=rhGFVJrsVkYUDRJ#vg{VG$Hgi|F~VdnQtPU^_gRJiQdVdnQyUF0Pz9RN=aaOqA+? zrPwov0(LkTFiUVKpcS9~0V{bYqYo=t5}c;E7F3iBT$mN1lKB<4j0gjkx{RT2;YEy% zrLdxw7TNQ2N=juA5C$PI!I78D2(C&?5dYv`N+JiGh*El_W4Uq+y;KOAFCPuwN7+!;8w+{oy4* zfjS6#rj-*BLsX%Z2)Lg8nbe?mA0!(r4xNAYA7$@(a(`@Hf@KIRfP{_k&y?cDhykA) zEV?nTxj#oY0WHqzOfdP>4~_=Wq$tY7u){pt^)2P%N^DqcDkZF3ZgwgpTL5s-wd@(+ zM+qd->b?`3DtD3y|E@{?k5rq62)Q%3KO*#2fm5+{Nz|94`(mQ(PPuG%i^)|y8<;n= z_14#N%Mv%q9abzv~b?JLQ8u!NXY=JJ37vBQ@;f6G>SEK9w}$_Uf)bp#~;4_v!DH zG5~A7qS?yvzh>Zfi!$SFMBqQ&V{>tDseui}o&DJfMvPB@+DGiOZ{e7~fx9$dSxNTqZNPFRsOG`|DuBuR@ChYDqtg>4C z@UMGzKap~(;%_z~W2GZPvZ)JVn&4r79qI%F%0HpMSiic_lAV;;Hb|q^)wL5>b%XJM zf3KPzM~NxjTSPObD#b}?xj&PjUylgj-|*!%GK6s49lB{QYFoXH4;DM=HOP}UcO5N2 z+n|v3rBL>n5#ti>1xk>S`3U?SZBuNitIXhCMIcNz9`qtC{ogrex1X|Kc&xhqc?jXi zx5W0?wb?!nY!i+za;~eu$O>lv&O>i#D@x!f;oapRYuH`p@Z%4_L~1ds12H|RH*zs_@C-z zn#p>fN^8m~V9#weT9?+nY@(YX#W8azaAVD>?T>^dh{l7M`cM%yQ`Ax11hqK24}~VSjT0{d)%#8z_Fb z3@t;R`2>rtfn1fsMxyB?EB2jS(^Gxo6J1jE@+H1cwD2DR&+6kf+AUs#6Y}G=+FLw; z2kpS!lBQ;g=@MwWGr_!I?&zFSyfTqKccJUpEa+}2|E{*G23q;IM1#|AN{MU={kws> zl?^R4bt??1a1=6TXzO|I;K6kM2?Gwyp%gUDdI_jXiZ)?rDa1QYNeR}wvcgk7C8&t(= z)Pey|2&edg}Q_(#I+2HL9v!V{OoaC`+#~MFSmNI6YR( z4?k0DCl+4AjF)pxdk#sn8)Sb&w3A`BK&jf`c9)FMzb`_Tl%zJu7fq$Ib6^%q2 zxQbAAtFjDBdv=OwataROoW<&V z6&%j)HCZ>w$6piz!(S1DpPJs-(+m4GPE;RcQHVL$cbAi?^1U`6EE&{&1Pxw@)>qWF z-`LL)uRNjv>f+ZMY0q*das3;t#T?%A2(p>M*N}^R{`J;fYuodI7lqr4?G}EH$`se0 zZh)esq5B6@GC>E~l3)>CrO`j#1H8k{?yH$yk}cc5iN7Yt80f;vCiC!$b(PdPi9 z&dFZIpIJ;k;r=E6r#Z!wcKV7XeV4w`W&Y!D>tHB2GULi2FP&c|8fbLRP}soF%dNFH ziS9+lil?ZF;#yk0hZ;~xd@UJvA zZp>VMky22SaRG^m+k}=jxG1?$wdI}@@9C1BC+dRlpr7w4$NCOYY8MDEc?37!$mig1 zrDE;bpSoWqN@Ef`5ytB&6_O};kg_4ZwzfP}PaI-FyN!}_diN%GITvhH44B?V0)A_i z%#u#elOO{ilmGVQ<#uVNdU<J4;>Y?Coh#g@Zt8u>CKD*=Z@o%5r^6 zn#9zk(Wb$eb=%o15KE{If$9<(pHY<$dIfp06!S?F3%>I8t@qs7FXpMP1?|90o=|?V z&u(q=)hDJ|*5nMj2GG)uK13ss`7>x!qesLrZZXaPXrYc4m@y1Qhp3)px=>Ff*ySZU zI4uc{VZq2N-6XRNl6s(_E#`Fy^wP?5voun7M>oXsE4iP{@3^_B-*XR(Xd9&_D`X8a zUM&8TMiS4JQ3?ME;}Su~@~J!LPIZoECY4dOw4sU2rAJwSmyna)N}XLaTL|z8HK}XH zmbY+daBn`4P$K1bNg9UG?!==rzEi+bV|CHvGWw&kfTOfBDDjl2-7Leb%|{~XNJ#{p zyF^MTCO=%it)69BNa8HkcifXi`;ZPUgGWcv=Wp{;SC)wBIoQHe6{B5D-*N+2KG^{? z-%)#H{odzlW^4U#?e0;bK7`@btu*>u&y@r%qQL{moVl6S-;blKP4pEZ$m=2PI1%M7|jT<2q>V4fA}-ic{9IQ)c7W73cNa1si1_k_B>Lv-fC@*qL=;1oHq5FzqO)mC?~N;aS2A3El%pjL+M=i_>eNbh{* z8?6}bN7Jb3)^~<`YgXoxCK+cn`)OSr!ZH0XB!jQcb zk1$VlUqzLHD&l$y6A>pb2~I48B%=1dl)5}^-b{sYt34l~3-dOa2k#LA@3^^ZvIb$t z8WYsnW4D<>v1LRJ1W`jD`zoP_V`MWgaMdi0RqJxbcL;x(eQBC1my(90#nO_;oXmR; zCW%*x3#bEsLF{@7up}00z<M zUKH}~K0*UuCR|#X(b6n!5B$-b12D>TvB@ zPy|=odF}GXJq06@ZeK%U!@XRtM&Lhd+OtgCMDxoVJ^jQ))8792Pi^J6i|gC_ETE?I z+MtfiRD9j1)^hA6Vf}SlXb)oh@0yE9orG~ht()KyUn?JWdF7cc?lpJkw3jW|tpcvp z)+-zC5@bEGQgg@!u%1sRvX&{~(Ikt88i*AQ;1wIHV@-v1BWliH%<1CO>Poq1nr`$*;C zQSIcUx5XNzDz9vv>^nCXJC1jnMCi%K(GVDt(p3lfWL3v2rk&r=$M5AN_1oT&_dM68 z@!3CBV|glt;UWpCMc{s->sAN6%9|HP9#&FU%l)zU#wz!=)m|Cs`lohoe*VoN7jlUpD_c%p zfZS-haRnvRuUzkPmBqk>u8lq9jJUL{NHv)R=Fo9ir7(?eZ`^Yl3ES-?=BUmAp+#e`(#Tot!)3QtfcTsC+_Op%Eu;NS0b1@;SaG=X7x-=2)e4#3 z)6Wh3>JrZdXMiMqcY~-2Dc|*2^xG4DD(km7-hX^*oGtcX?lx&}|N4SDS<&=rfobN1 zQ|*FBu8co3PpK)^GB&ASPRuG{*tZh8gY_O%QVSSC%Gj)r6NZpLilardGc*-`5+WM+ zoX~$Y`5w0+CLpIMSLA#aFrH|;4W&8w_d2fc&}W&F?n^Th1|Qx7j+8I$ij3P#ulO%K z3E*;Mc#Z)&hsLD*iJCU{UK)7S;oSZ%5@{nBubfe)#=e}x55A03Iwk(lR)V4e5!Y}y z!<8e@gV-x<<74ib4%nEuJ7hL#vHnCCvuW*;HWSghi}(^dNKnczjO{9P5^X6jN81&Q z-(t&VKHjTq;71y${imsSH|8Ft{*3$Uy|SSGwU~flYZ1@gR7P;<40PL=u{+OQB*yps zCXn2|^HTt+z`J=^0Y!UTW^K$Cb_n{rdC9hc&b?b$I~+K4>G65l`0&nDrMsOvMMo+j z7uZed{H9mmF`SBaHPr@Y+se%Gs?$1&_arC-zr@{?rB9(QEb7-5RK>FX9zs$X?1bV8!RY zAqndwqyOxg2Hy@gWS>LY#k*kP5Uc_HmbZ)_^JpJw`Rp>2B$enZ30$6;@XvdWNeQkh?0 zi)9`{3W|x(y1+O1*FJb$;$BT(-=-&dRzf>SkPZ2%fXhWf90(WX7-zU1!xv6C9&C47 zRC)`wPu97}WjZYa&v;3G4?0)IiDZD4TR+>8`tzyJ=#Yqwl$-{8qba{1SvkDaXCW;L zsl~+J-E~;6VkW+nl(q%^3|uxQS@!AY5W>UU=mQ97WskCvBEfFJAvd<8RQAa0#H9_1lm2OKzQ1$-L^ zmJ62OTE!f;m8gd-+Rgl^rD6ooEfiPAZ7M8Kv}1Aa*Wn(XJ?qP<|EQs_#tkwKF%^52 zcT&f4Y0s15YjQe$W|=iG&FeFznQ4zbI}v0@Ii5J7klbYJ(@Y-X1eMc;z+ zg^sXhdFaf-ProgbZY<3dAG`%suP9ad%`ADlkx-&RmD9}j*5Gu-Nnia)DT&-D$he%X z>+^O)Xj zHAiOO=Js5e`o{K$z}E}lsCu8nzo|#*ChGIs-%{TE+7e~j9zG$X9-vle+EQ%qA5&fB zU+li~A>jNjME2II+KhjpzlQAZ^e4hYGN!lWDDNZgcnCiK|EPM;sHVCuT>DW}RFoh{ zQM#z8h=`!{M4G557!eUEQ3O#@5JG^ECZf`d4WuQ~q=SHplq41eq$JWsN~9$agpfu^ z|MGt4{5fOfcgEObuf5jZbI$v^6c!PELuI$=hFkF#qip+s5GA&{?tuF2Fz-nw;rG50 zvc#GHak~{Snl2dW)_p=b@Qf4Z#NFI(wX>aPt3>N|;_8FL4_4|V(L;)+Cu^J^w>z?r+G7J+VY&9HM^dAj?@ zxGRjI%|bwMnS?)Hu!XYq)9d}W^ihA4GJzwMJM(QJk7l&>P>S1|d0Q$#@g><`2RdJ# zG4jFdcLyhO)?Z<5uE1iihTBz1KxJgeC7{XPm({0DDlsON{@;fvH(LO*9Ey_g-kV5s z+qvdFPbl%L!s%p%Czzet>GtavDh0VmwBvs->8))_#Aj97LM}_~|9L8*x6X)|FQzOU zS`bzx0Ae*#W=L$pD-Q&pIXvZ6+S8v5y?++Bw@z|#i1xB1`*0zelK9(2iNZU*{^MC9 zw9z!cUn=WJIknrOe^Klgc0O^Zo*80%N)$3X6T=yaF;i2jciqqAGi1pe;o%t_zEzR? za?0;f@h;d72aq0z?b_a=dr6eA4~?_YswePw!Q_g7dV*~;BDsJ%RVR+Nk_5A_2&3ja z;iE?t1-1hp->y<|KTL#p)L}gjGCO&Gz{5!+b?KyyU;KqJNOS)u75!%9r zWRM7@7^jQt7?vh!THK+tJc|(wg<9Sk;{y4wAEJbicbd|psytDYNcqd@h=X7IAwG0` zjTU)4+L|uZnT)Pu-K!(pSdv`i?aGR=d2{7tA#74Eo&EaX0$@@LRhUN~m;}pDzIF$2 zixXHI3gwk(Njh{__xXaE1y{VbxGAF;!-H{_&~9k@LQ{qj!SD)Ml1>|rOGh(HSR1Aj z^holKp15Fb8Wlc&(ih_n8?s1*{&kHt*^1j}>Sgd+J+T=v+#l9qN&0Dt0#5Zy50(R7 zYLPu(a`{&}DK`gHqgyyT0(9(q_ax%;YApv|d$rK*E}{zFwZ#2y9K2$pgjNi|o-jAu zGjQ=49al(rwEBDpSGApwX_?J`Y#DrUlzqEAOpm}LzX}b$r*nJJ`qzj*!@FDM2}P#y z%d1;zxzMMb$iDinHg9=Bp>dcoR*Ct$Fjy#1p-ax9*3xMts{x^JCsa3)&9LQ)cP`!| zu;iyz*e4mX!P=3Hiwf;O}H zxpHf9M#YZiF)z%SkzBCmPcRXK>gmEc1v{zh5BUH_ji*Q&$$=>$R*ksgkVTH>4`vOA z&>xO_Ji7LNmM~V*M#$DVWg}4CDjlOQ7&Yfgmj{NUel&g$hcL1fql{`NbK`CC7VhGo z9^$n-65e@3p%&R&cm*eJk-VM4{O(szuXO7y8FjFee*$>48t1TBe~DM{aAMZEGVJ*j z^gOd5io+fpSn^)v=0|!}$EsENA4o?>^!J;%YKx@}vy$d&+d6B(H8`1fWp#)K!@@l| z0@NRmFg?=fYg^&=eOM5jP}V?$R>e?vesj0)b@!}e6k=oB>=_kQxXyp3xM4e<2h1<} zcF=uiX z561d?kYg=)6WPpeX_Pz4FoxuzP)BLCqZOCZ5eYL7<||y3(6FW{fCH$;j#l-N4)7OZ z-w6!q#PLcr4^D53FAIwwCCOn4fBM>LC}%f3zN8tmcVWM@8kv#5#J8c@E`}2XtaO2}mfm_T*0)-y=Bn#jl5ilm zPNcE4p@`xV&|9Y00TuLXP~;piden{WeD<|en6=I=oO}Ck6D7Xd4@;@+0ee)guvHtI z8cxnnUzA3t)}!_4!jM#$Jh%yJx-vGSA-q~G6Vz5?lBPV0+D`WxYz1wuhmbnUXW88V zC++`j??m3?1>RE);f5lt`mLeGQVo>w#f(u}xQ;7#qCrErUGo1Vtg@f%AAU0Tifwu~ zm#Wv%d!ys<{@nd{8``&~9P0FS$jRj6u{oyQrpkLd3eVLjdVP!Gh!7fnlX1 zMt6CVD9i{5w{(Ibv?Zhd{~(bF`{?zVmqp^}&Yq6z+ELZJ6C(d` zEtpHFKE;%jj)J!R$56boQ^b10wPvvy%;?9FAWnsMGyVYG?T>ezkJY4?c8$oaOHz)A>UA)t}#o+vw1BYI%;1ob~u{2U3j3uj?vsRuIMAE zEsxRM<#G!f67XU6)ct#+cyY+>e6uL>E9x1asG4$Q(+NrO*tE>o*#GAahIIdymURQW z{!{xTDdypyimS_MSsgcvSjI<)+Fj!{?a?+Dj$glypxhKu2i`RXJQlm|4+~hFGc^tW z8Z8%Xs9bj^qT+R+D1n zxHf{_lkaLfP(+_t88RIF-L-LdbhT}xY0sUAz2jz70X<06-1oi|-{qlOTq-OB&Q*l< za*^t^MHij+26i@pV}V{>_o-ssB;KdXxHf=N^mi+sW5?Ltr0>u~#3ph|w8`Pz72+(roxn1}-Ll z{oNkO)VKxQI##LX0T36LetW>stfKRN@#|R|<}RT{LM&+>UluSWWhWVsKfgnF8j$|hISuF;00#VIYr#GvkFsBKi)Mfyx3#!YW=*(xRV1+|5+1mnj;ZvQ~ z!Zg1NF}NQS7{#~p%zD%M?O+M?*PRFry>5VF1Ia$p_|I&kV!yj||1sw1#b6%BjUaVK z1K1PlLp%k+!q!-82TT&Hxj0{Xh;Nsio>A0O{15tyty@|fU=s5ARy8zLq*I)c&Xkx& zMrsvkm4!L+e}oH`E#W|Wpxdub!-bIl&6$&>ny5sUAF~l{P-{f9o#%vD(GHgpyMGF^ z&nN_UWG~Q+ihoK{?<{5r_fF=|X&L_felC)?lLmYmN<8`J6FE`0w(qDgD;C`eC(xQ1 zKXHe2D{o+!r8G*|<*%}EH~ukDrN(cI=cQmU(AOT6l>1UOf7YC4ljiR>7#tk1;uzdT z-orv|nG}B^1j8Xi;=jJVv{9=Wn*<=aFd9sVR79nms=bHJXwJYI;)+CcTfX{yLXqgS zt(}oE(`82Z9EEl;0S!j0|N60+4u4LRI#B!^f{8CidxjV%!bNIOiqwSRm5h|6#IAIA zaXnA6pjT3SiNgkUWY6bIVBc)-DE}+@C(|r^?45qVF3#~vuRmuP(I-aFOeKsq`uonI z4xNXD%L43#MAl6(Uu_<0v5H*o5|+8m0grae(;I5btq#&9`;NF5u?|+&7QJSwfT0er z7%B8RO#=oL4E4W)OJTWytv^3UEjiaxWVRd+u(j&4Mi0G_Sbid9;8uLsl0moBY4Q3i zjKy33on25l7Ug(^IFW7vM(fjc_Q~M&nS$ipmudS(lgjy%iAZy*t%XbNXx^Cn5bFK8 zIkC~bV~H(gCksgzf4Vew39I09E%(17j173(z(8X+zpHiUjY#9k?2lCB3_z2&_8?7X z{1OH%IaZ#&~B%0cOa9viT?aisB(GhAzX``9mQU(vZxU593EbOh~i!X zaprsMgS+j6oXhtbLK$xp@84BcjtEpnEFPm4*(}nIJtwCPbTfj7BA~`pwra8c6;pJMkM_ z9FG*37Kj3sytas6*%zEh1jTb(3zvGkh-QuZh%)v?9(JfAyT1cGJoQ|rd=bH{<{`RuGBhPOxVT?>hki=ty>pV_vo!hQ z{n?*8E+@Dc@SZYlEwIoFZvm3seEdyiu~|}!`wSlO8sFOS7h!$g-M-jI3Z zac%KMTC>%2;jqWt1N0oB@yqW%<@Fsj6&UgQS!5CNunCLbaER5sk3OZ}O;c+mDX;mR zCsG@6hj86xQ~Wt2H9o5Bkyzncof1lQfYy^#^@f)Gle``4v(2lpb?0;8?=yn=Ai+J4 zIih=;GT)b?++3G+1_(O8n7z#Tp*R~R|E@rJo^8|r)s3}!eUA5OlGC@eunc4A(a|l2 z5mJhy4rLB+(Lb8kX4oyIq>EZBFF!=dBBo%THkg?*kXFv$e-8o%9=WG@RS}!eEqjP$ zzA(QbTjIVLLe(Y)0!+i7SQlUN1(|+4<4N*NgE=i$?_Kf&_y>ap#3Spd^RFMEmr>9_kUke_ZFsR(J4PE4U^Yd#*WI>k(` z3@i9+UFAri*N54$kSeqa-SvVapE2g!fwGOzZT2s_*_3I18-MUC>iiXAB2kJ~MFPza zkc*yL)O)WIcAc!teHjcU8Ya??&27I!1~*x}G1R zA|gzl`ds%>VP$YRp0{ZH73DCbMOQ-VOe6!Xw~R`q@VtJ1jO!IpGF<_T-lIFgnE4rP z3nLUj4{YLf?xtfOhh8o(E*GBJ4p%vuefbx3JLuQrSE zq@fBknDTr^k>J`ZlVnyBY0mRiSW>Q05%QD563pJj?^pIA%HreD)?Y3aU&TjM?MfQz z4oQ_yc6$88l~aORixO%V8jXaoQc%m~I&=D~4&dV4$pU1_%Z$jGo~;um%{B(IFIx9Bgxk3Wvc|F2w!CO&K z5OX2}=**wFG^KKqmvEUT-$j1^SHjjq+2%v%eq|S}_*o5EC5Uz2g#rdaGB?r0*+}c; zb=^XfGcQ44f@!X8`gF7JRL=p%t^WSv{9C>cahkd!v?aFX!rLj8B#bh{{U9ZyFz;}+ z*=9d?XRpD>Qk_%rk~io4ZeJ#Qe?_6AR+~*V3&_(G(4RdXUuk?>l0^oR?C8brmm){J zl_tD!iYq?u9)@6^4Vahmw2i3bm&i(Z%BeU6+Wo(CC|JK`*L*a5PNu_7yq93hI!Y(J zbivGplWbYJ35r-}GFh2;NEex9YqAfJvJeKQIHoM5{P@@U2Ia)32XH=Xpp5l1Tz@mH zB8ji8sq#EkFs~XJ`I-!O>Z{VQR)T>tp5ruVY3r@!Rz`IH-Tmr4k10^+K73HV*(Mxs z^H&;b!_w~e?i}Or{F#nlb09n+Qd@au+IENMZrCJ*sgh=jTPk>t3hEhg*EIqcWwx&3d12@qm@sF z_55<&!%SoagVEm4j&)ml?OAHOEs|mW{>S-yb2swRuw9jb^`1q#1a<)2KciC^atNknJ``ZAGP4@4OCn_EPIJBWg z?%w9jCDFVUR&d=Di+pwgBOeM;>+|*s9!vGGi88UIsjV-khi+ai2GfW;c(xYRV%C@5 z4MsNKp@vsNAFF?~d^nc;B|A)XXSe8XZ>Gh~#?fx#Gc%jlGNae3P^I8$#3T(IW$mm7_2(|&ebtq$Pp6?}L4*_Req1$p8UnXwsYj$d2MlXEBAweH!m*z|Oo zTXibWu&r>WRb}<%GPkm6(<#Lb4|e{;iv|ooZJwHV_jxvoBL989^+x7Wb>)|1!385F z-L_Rjd!BJRzn2A*v3@}lo`kaV_~;mIEfy75_Ptp@PMiM0Z1vrx^2s=#Q(;p(EYh!? zWT4m+D!=Ky>Lyc~8sFZ0FnKue6w$Q87RYso3;CnhqLhT06!^ma(?{vp`wUuojE84@Y``4^>7 zs~r(-XeW%8C$3n)EN4hfSMhu+RnTU|ozJY)-e?clQep3-V!klHtlsJfrvMziS?NCN z8vnebCTL&TjvLa2TI=xdSA(%z+xBloe6yWafpD%XYCd(4YW?27TLWnM`Jd}G)o-FP ziRE3CTP0vewrT-KY&g7B0>`~@B7O;W{O*W_RuU7wjvOdE0LBfTqc@r zbV+!E&S^*LOCCW~gMzS&P|Q5{<3@zr#RQ3Ul4Sj&GAcSsSx9d>$DzQ_4NcqDC9Ln9 zQAji)1F9EIPd;7P)X#pre`L=9KwU$Z zGx1xflV2?N9_%+s+sF&G8z_4Y>%K(Z!R>xeP?DZfocQ(eV))DbYlll1xm&J==Hld- zK^{x}y}~>`I+2l=7Y$vKTVzv#MCTjtzdtpWi}$13Q_-%dp>Dya0ryNGeqRz>>660K z2g@k0gW*#_mF{`_Nt7zN;3to2nS>C|7%a}Dn(^nL(Q4k0rPkYf3`bRlxM-O!$>K*sT|z88^l66FVwtmcoEGAmZrpREB+qw@FtU zsyEgy6seLHc3GLX_|hLRrtbcy%w6E$1%G#~AbI#fgfcJqoHEUPN9Rla0s5vK1&`FQ zWRUyC8C%>vAchIgwDP#8tePh?&Zp=QjTP?%iSIgAZO3mZ7G!*iU=qG<2Yyz6>KT zN-&aQE9O_j9_7npPhz^-a&Ya*^o=w2hQa~ zU6E7Db;3MJjA;^-Rl1)<%>MU1`(ICX8ch|3`T<1$5N00?ryLyyWb#)l$#72y{+_7r zK)7z(3R@cLd%O!8`cw)jbW=t=fmsKcSnI<=9`(a`!YiUWfqtOB7RZiKC+G=%7=EX94X$iVo`ThK??_CW3 zc{_fS6%KzFVo&YzIhU_c#aSGudfg>n{bTXkU*3v%r4m!hyb?>f$Ms)kU#;TZ6W;rX z_I-e>JvW1VjI^i*^G=S0)WEJ+K}K_VE&H+VdbHGN&QBYlZUo6Y3=(#Bh7XS?kKMrF zm&BScEln&c$IqbNgLNGU>{E23E*;rX8+v|*w|o#bHOD^XoqdtI%}V}$1CHW4Gx58c zkjYr+TeCn~nzv_tslR#pG(o+od~{_0N_`Er-guRNb2-GGx_3?s-xu>~QMTa5-U0Mz zPaaSkCk2jcJyAg8JjjCWD<375%6IJgDTDjUexi%dteAtBky^P9)jtd1Ml#F2x(5DsK z2_iGZOnYS>U7pU0LjkNn|2&C!YP}bpcb$h?TLvz9J!l(Vv;PRJ9kCb|6kbPF)yU#N zUOuDuV2^uC?{TNs>2*9Sn|xMW zgmww_get7bjm%)YxnS3TOQtOAR*GdL{2LV9N@T z>a{R9ayS204W7|$zA}74{OYb&CLDWLY{pe6!JO!0SDLReJUfODrcr9V%9u7EYGk)J z=@Wg6Rfb=&d)>#-Oz~zbm(!&F!ZK0ft z>D+E`r`FPz90Q9O=}rN+!<=-uOVn~Wjs3aNIj-b2{~F3fcDrPrg?J=p?J{|44ICy^K7ot% z;Z0EoeYAzYr6{CMpf2yEl+dwx%m`KE2w4(#nv>Ed%t?8^sQeH~^O{Lux+68F7S&Id z(8~aNvPtBBG&G?M$De%B!QVF4)AT2yX|G|R)PbrR2%^GKSXj?sFr1DnTY*z$4H;Id z4H?*CoQBYhz{ckru?9bz$fm|11^TpUkc6P`g7uCn1v|Te_NWI+`snY0Li^m85+^$ie{2+Q&4F&FBg$GFB$C*&SbJ)R-jdl_$j%dl)`1u-e!Pugiv3DA zyC!~CF2oJ2^T@)%&y*F5+QPf}VSwLcz#E1f^<=LA&}5R}! zn{7L6J2cei5U5l^swb|#!)nB`vosv*NNUQoQp_2g{pa2_r5y}OZA8yz+@=B%^ZzaBdgHHi3J2?H+gYX{#8Fv=Puf zgvbqdZ^V^VeNP>dO_u@8dO_!Aec#+IxGdf_#%LUf0p>iw2alIQ+c34T{3?*lAZeRM zYmX3L4<*b`0mho<*X)~Hvho;a9i}E}lvy@+LtyQ(UyMvBd*jk7axeL?Le02?5L(E+ z_NoKb+|_clAvC2%8nDE6*h_59DmM|C{GSh=9K@9oPqk-N^XAlhd!c)?Ken7p8@3$& zeEVe0)jyL1y+ifBJN+-4xq5V7=(*5#;bV8VsZrG zjQwe+;6Z&tX5?bpqx(euHPK*qUW2fRE!%PHiDwZ2|S)TlI?>JU3cbtO+=I}9E^Sb|KK7DA`e;DA7Va33~sE;$NvpyeoL+2Jfl7N=gfdy z#&T-K?yzKS?%(b&%?gH*U0Z$qM`)7XFF!0Md=5w+-X#xJe|g{AIkQ@9bE`p4w`+<+ zrGHWXhDp@Tut9^7t+lRA`CsZczXYkfn;0!M9(<43>WidGtTL!u)&QE+7iG3HyQI4} z`fFM?h!p_4Hv#u39t5hLI<`afR(AEyar(=0qnn>~Hv9;~?7e0nOJh4(xxZp3^&6kF z`|+vpKQLXXR59Qz#`V?b5gBWmuO=0)cg~*Q7*=HqDt^+ErQ8%V6L21SIQ;(BiQFNx zvZD_p*Beb&hd2q0@!cBfh#%B1N+bH=>^$crpN$r4%^1>E5Y{G5@%yZpu+z8S zcPiRYN_ZKYLP2`RF4ca?Ern#Q>?1{tn79N73@>|;ruwWA8>4yJW9YEIOLl*j$9ve6 z%|OkKV=fY&d?@A9gYmd8)$8wqRO1X=BSU;tW1`pPna%H+ytqYo?VPBscwNOdi~BK8 z$W?N*O`APcAUj(sorx|#rOYpSygS;$W-eonuvpYIheq+V$pA#6G z2fMSK<{8(qDy1%9akO!GB52Ag&|iK{==fK?;Lnbh|5YtBK-N{nLw<<^ew|;QZD_WL zj(AtKBp2To*&?gH@0d{SHmt;iMo=>>pc0?Ns>Vj3lDNn@#rmZTAa_8LKj3@pJRsnG z0nYkmwg%~NcknIC;2p5U>3q|6gY#ugn}OP!_E&x@KY-nMr9aa z1seW)4#|nnDj*524~aha!AjgBvAen~{5rO2QH;@ciXeqRdW8n2Ed zI(Wig>Q`Ua+kz^?$nJ{oGFhhS@X&uwjff*e6YFVumAoM8M0PW>T_ zP9kZ`<<2-x50r$QhDY*kTT)=B$N@h?j>1z90OAY!JiyQ^uS@{%`~yB8+rRT58q9VX zYSWzQ^>XT4DvYyNTXeLdU80-!<^U3NH6IP*(t@JqOrZu3}_^mR+^p2dIu1`-4FFRmmJ|3IWwvTgc|ZxQluP~^#6>m(Kc z%sUJQp2%gSQElri*)^tf!8=eETl~^t)bDl7wnI3jux;Bk6Vf{hdzd5<%$9ud;VG$f z{{Ga3x#rQumlj>4fx!e&4!Xd>HVoWZF(iHscJfs4!lC2aQ|B`FfjWxww+X{w5|R5X`*3f!Y2B`E%2S^BB^Fc z)lI*1$VU$n&v6RNgF2CxHApQ;qJTYQ6PK_aE68^K1=uOxKqd(&o@~OJxDXdc{}RX z*oQTz^R#BVN~fAR7;Gb4AA6W#b9qP%%0RIb9fy2-ixrDR);KP^-y0a)RW?<$A|GPK zyG}Chws7K4T&H_|u`Zh8ZSQi~KvOwcw*7ZgCTe?9Q|5X~SM)As3M&sr5+SuwgmhWu za^9My=G?Tj=niJzvZHys14oNH10wb4vP5Kdij})*?9nqWKjw(-W4^}rCI^P>Uy-wa z)fI`}KCyJ>7ndV$R5bE}z=VDG+_GPEUY6BZb*^dG1I zZcEIbmP3wG&3@^b8A_tRtg(BLwXYjz;gQhCk>19Re`|K)v(-k%>Gw&Y(Q7)NzUNSu z_v2cx1*?mj$8#tv;ZYf5t~vw*vT$934(1KXEiC+JU9MNB+HQQ$-!pS``;5xGg6e|D z5UTJo%BVnm%;RTE(TaYN=##SF)du1rkaZ#ua5)-`Mk=AMZr-9v#3$3Lel?f#3XibB z&N$D0bxQH9BWXo0VG#tDJk*%fE(E$Hw(doF76ZVHlfw&T9XaHY_qcN2zw30=tItk& zixdHhsv+|zpq74lYm1>TXij~vUk=U^K0L@GQvu z@~B5OrCl&{a&H@n`t2_3KzBl30YAcwYw74u{sk(ciuQ1jBV$^iloiawHMD*=!+Emo z`ogFhz25-|DxyFaRc6DUBdt%+m~bkN$eJ*ingTg3y5C2c zu&7=|EQ2GIB9ib;lPHme0*8yGj0{Apd~$bFIn;J~*?(W9E+Up~3g&IB=c0PXQEP_@ zCfylM{GvmUmH8UQB4nL9nY%V3?~cgBpxXMTgWC#xu4oHmt3p6wz)2j;X|hv3X0Wl` z7H~tnAzx}0CQusIB_nzmdMxWi6hx0G<-B8G3lnJkTeiEEXdzB!B@|Arloknso;2|a zv%A=b)(~Uk;sw1A#z>k_9Cl~O}68@>;wQaU&~ z26^RXC(plj=4EYSy*Z6ZWKC}(;Z7sBah&&s8x9bQs2BIi8ZgC0qT{>pNi0V&8&huq z^1YyY^fvAX66-YeVnNn|Ke=r(Db~a_K)j#BI>|h$pMHQ7e~5B+Eh@wHAnxbFfgEcS z?i#_kJ3FhWv$UO`Mnffh&MIsS8ghI^F##ZrY~O2%%ihXP8ndUCUNL!1M%SV@OR@C6 zvdc*ZuUnF1$>*F+0+xg-w3HZj+}0(h-xdyj&UlQorPn4@3A`1M#KN1exfh2G{x(UI zoGr^3^tLEKpD#-ls@5#4_7X`*nHI^d|%Ek<4bB0`Ak&^`lhA(By zt?9x{pObpdkU`Hl;-Z?h8kc~38rop#t`_^#LH3%*fGzk8Axg^OAClXG5Qwl{^YTS2 zJym#q{vpb>i&|EkymCrL`v}i2(wL4uM31iU<>b1GBYyhm(0&@!+LBD@gscPtYmxSG ziW(l*1owKBu8<^CIH*Ms9M+6kQ4keaSdwz~Z-M{QV@`dYhu|qMD2KS|5uspS&mmZH z!%8ft0UP5yS(m(6r#vI;t7xtZ50ZtO1i$Hhm?pRcqYj^3;Yasm0pFp`dfv}=P|7*fY{$$i1X`56yQVuP(z$kMOKkUhNI(S_NTmoNoeCf(y z*ziJeM_%2?ug;J8tyyhD5v1#Mu&doY?>e;t+1S9xg(5YScB!uOq)K{GFc^AaNPJfI zdsU}93kS1hjY}Ozug*l?=OzR-oF1iRht*>kcFk@hU^b#gnD|&0<&lnNm%AKl;7jw~ z-%WAQlMNZ=RwJ@%N`Fo{{7)ijuNC=l7?iUcZuf)lJgMs>J_buBsGUr3o?^_D^s!>FVy<-_k!4`zoC&cE>aoxH5NRGKF|xg0shUTLG@cvU$RUOo+pCA0Hs z!ll0cx?_BFc&TDA`hL!Wo$OZ#cbMujos5}&SS=7eqW-~(8pmU!}OPBxFYEo@kjl%Dy z!d$=g6yeu<#{RuG(xz%4&*Wyvb{UzA}BbB$($Rbw5FbeGTvDNoGd2@)MMQ-zpPQHP66ntpX>Gt6Km| zLKA#x?}c9&xT&GdZg(h^Cdl<}?*k8^*+n_41;##~zI5X&KUymD7wk@!X@}dz-1!0U znVvO0{@M2a{YdkO&Q|$YEiUhPH)j&e4)-k|n*Jl2B|laFq5Jy*$$)p7q(Di9CzudT z1)dsBet_Vp1>OOzU7)SSTAoLo)tV+@a!#1f@1{9*N1CUY`imPV=%U$sXD5`zZi%T4 z^Nx{^7XC9y12~8_^vjJT$v;^yY#`$_UXb0)bz(@yfY3*CWyzR?1w~vHrA$LH{o560 z+e5B<0;qBZe)IKVg*w~AtW=Gzb6ABL_RCa2k%d#(HMN~rPnICRyu<0_U-Q(y@rr94 zGhF?`ZZ+qkUoyHZJ<~dFNL55>|GMJbmE&Zg*T?VaIf7UBmxq(C)r1p6Acm-?p6wAOTPYR0O@;jjC z17~COGU?u*`3UHnoxp**M&&`p${En`cqA&%;lhAan@c*9*TM zlHNJ18+zY1jq9nx-oBV|5vk~wyjc$P?+@{e2YcuW<YtCLMqto4&+{nV(b&Pei+$kol(ql3|(SMCtj<;ZZ#1kVZeUw@R!*B0p5b+Ae@7|>2%3{=rpAG6i z%o6iQLlkv$RL0JQhOQqeYQ`|zr zs(P)9WSxpY#g-E#!YvU1-%>&*VtWJ*5|pp)SNBqu3wAS{l@X0H(W5_G7E5Xi9O(uH z!#g8PB0o*ljmRH==DmH9mMMw8c$T++4&8QD*RSfB-w-~97SG`y!!oQ<@B-MjMfuTY z^k`R1svr|Vs0xo7&hYCqD9P}v1CIJoEEdW_^(V=bsl+@Ow3xqKi)m?fi{?Hv6?sqg zg#kvFZvqkJ?(X94&6wEObgV%0#Hi$_;4z2i-!a@HOTS@4w^xuS0!8?mswoMfNibPW z)`L>}=!nMHwQUt9(lMGIN-~luFfJiZRsw`)bojFGeFzzm7fX3(qQ?V+$irlDD333p zLla<83BaclA(?QIA~$Zr{fA)lKt}Q~@ft|ADx_Yh=93UD5ZVj}pFYb_$VBWJFx;}h zi=!XEB;9d^7>5meOL)Y|iyJX0!6^>W;vMMh_-c2J@$gRjkv*xS;#zyURTp=KC5mpI z^6Rj=Cf?#x7hhx4B|6o{-kWgj^Qs`24D(7y3`^W!(K|0M)eo`lr;5)HR}3Mut|xr=4SoZEGy(bE zr&&VY*>p^wQI|>Ba%(&c=zwz&khgL*r<>1|f8RQ)TfsO(Z+%YRvglY`-2f-v2lO$WmDFZ#8^&DEeOjdmCThA2yiXmHkT{rwJ-872R7!Y#ylg-XiPOrTD zNw@RHxqS-NN8M?ly{XoHw-DWBYxRTdzVq%1?jGS?i}VWn)Uf5d#k{+MX@403pbAw!?Ri4?(SNWtxALm+)didh=qgoz_{S$=4F16wgiUQeuhg5n^M%5?y8 z5^m>^y|FU*NAM!Wn;IN-7W(Tx?9GG8zLD%kE;Bz<@K1{ka?$NGg+P57CW4&<|BHOb zk4PN_0)1GX=78_^MRjQ3psm=N+(v4gqE)bwVoM5?6fNE?2#jOOY|Ip1B~{#WbA6Bb{Q)M{xy?P;$bj#D?$@H-V+o}Kcm?-AI3T9m)}BfY(&xqnjj$s|pK{pq)LYGD zP;q)DBJ^o2NOPcVJ)gT{QHAW2KyD?o1wp0U_X8sQ-)6}BV_rEp&z070Tgh-+o5p~a zxJW?UJ%E?IK%>XR5-RPgj~50|L97Ya)d*rVc0lXEWK0aOOE~Z+lS=+bW#aTFH8XjK zWHxioAWVN!Woc;obtd(j*O1&mwjLz`zjr|REq3W49w*FZJ~$qxS#5L{hcPZ8uyX}r zk&~l-G}uzG$5|-nAi4RcD0Cnr6Tb6=`h$j0i#%N4Nat-X9r{Vg__nzS4*QgeXW9dd?vMm=SVNsy=IsRhgJz41wRw? z`)=u0D3nl8T9=9Izq!(y^l=Az^tfZL(Wk1}DE5ZtvQJgxQR4TG1yR>9HmM3MyDy4M zbQP2^i7&cBl)8wcV`YGXKZ`9kY0+g8%Di-cc-9GgflmIF%j_)mJj6Bje$N5u9p+l3ZYeQw`& z83%WH`%=RHj<-0&;9I@zuai%f*hj7!(V&Wh3V&2x~L zf6~nni}{9gFWil2mkI8@2Z)|ro{V@+zlWlhLt8C0df#+W9}@e z)t6ZP_^gN8z!Fa$Uhy%`M#}v(ESb`WZDRUyeRJdg)-$T06@-w_x+QfuI!&*|fwh@= zIPh2kr!2SD!zf!I-|q5pc-sKQy{FW=au&M!n>W@RS%<^AQYa4e2EFW+kVL71tw}o( z2CYz}$A+Gz9EtSnLR>G5-JMHxAbXl*i>{GHL*!C4gaXrC$kAr}SO9Uiqc`Ei-b7gy`Ep zWst!Qtf{R`alwilA1EIIOeD!QL^AA=TbN(J^fI(h5QDo0+BP$pZ;vkiS25VyFb6%W z8@H}GpsvRSTDrn@111i5w`91Ac$40h(6dtvFtN~^#lAEfzaCL;ZNE}DaFlDG2uj!k zC<)bvnf0QcHIrA5@?)H`rWEwhIync3sVBmUhk_!rR$yIPC;yo`}$FC@isc>EBm5(oyw%{iO!2B6wg9(=V*o%qx;D_ zGw|ff@j$Wp57fJIqd-O645jRL1^MD|cBXX>oiNC;3QTXaa1{r&px>+r2D$u5RJbfI z4Ly@ZEfX62AKB8;9K;)P(B6cq2cGwOJZnDgx_qjwZ)PTFG?QxG*^CnV6^z& z`u_Eg6%P))e!YK@7qG+Z{G0GMg{FIMzA$|gzh_Kw%iR-+S}JS!I^G(&fGI>#WHXm! zHhhXwlb(2*ZUFfbrvVS@)_C?g*q_$S#eKY?UC zs(Kd*`48&F`FG+-L;vdfmoE7k-D_st`r5iP9T^rVV^*yZ6}6Gq!~hAnU83Gvt(ftU zS=~L_&9!|Uj?%OVt7;#bg@F-b=baPBSfaE9Y`nZM6uZU3J@505spI!nPsO-qKOZHi z^1E_Oj>R$Gly$gV1^H3dmb;uSa8ci$beSNCrz8bkKWUL7t*Os{g$Anw>%jqmwzq#d z&B{bc^51M`;#Nt6Hgn%YtSOCKJLEVbwsByPdT>abCvCslWoM}z(e%MokTcw6@o%>NU1!eA6-DQo0n1&X& z`YDg02g!o(5UwtM_ifO~$MCCxj<|1G-fIe}L9He|>(f&Pp6*1IiucEuJaGx^kCL0aNd1iq(KGAMhK|jHMMk)U7uPj@Vy>RD} z3vQ!V6KGph?f;-#V7V*2vMOkL_}7Es|3wTP=!8G=o>WKTijOr@bC&qcBfHjqb9%?j zL|UnLxzCuLjW@I!cOLJCu@P(fzWgi9{TlOhDFJG07IAvVR)2NOYMh`qS>&~QlcHAR zEsgu?ns>7Jy;l>))};5j1rLb5pG;^@gr?S_Q7zh5G&H7T#fmCN`E6S5gB8qGgkWWR z*##`D*NkjSQ}6gR`I^=Yr@zqUk8q2(d>_F2ouT?b5;1c=G$ai$6Sm5H^N_&BYFeRY z8b+YQcWYz6+o|HWd|Ce(OtqFF#qwzU)wOR~CVlKSIB6Qm#xg{G7IplQpg0iZt=sW* zNW#V?j~m(w`4)*FwKtGB*x^gKjj+QXO#Vh&8O5sY)ost-UIQ&;Z(*KHG;tKg6hfPR zHT&EVt5x9MIOQO^1rB7EK&_9Rke#-RO$%8#!R+z&K$se%gPg<7ia6 zdY(%?e0LSwh0c0TJN9$G^!kj|@jqV)2RgiFXyt~Wsjpi>!5f$Ps zOlD~Zzg}R%*6NZxUEh@&Qr6G9@CVe>7t%~~6a_jTh+z@`zanvWU!yhqoUE-&Q|=R#^)?q8CU z^Kofw+%v+cVy*-i`z1#EsAxifnx+vy03ksGsI4<~5I*~2PNe&z3Eia=i$E|9D*KDR zoVoZ+AuH||6e!WT4b&D=>OjY>(#xOlZKpt%DHkzXGzcTB%I+x^!hq7v5!mD<~ zkCJh-pHe-<_J&b?A+nYBpb4<|U*i_x$FJ+rfdjy}f8JeoumsrS&L1F~nk6^dgEB7V z^*Q18hHQP{y5B**FqAv>K)hxdjra#j3_~$|S3YLw@k;O`(RI*m%}vW62|}}<7CeLm zjccV?*(&kpe&06K`QRpB!?tJte=NOwJk$UG|6i$8%9KhujZ`{PRF2z3qLYOr$CX1% z#EV%@J5&lePA568P|g;T=CD=dki&8&Y%w-AEM{is-`>CP=W^K}{@U#Fyg#42KkoP2 z?Rv8)l=JYG01SRCGHzT^8Q#}4|4AY(;92-I>BcN42(?b97GzGtRb*!OVVX#3ntQzO z>d(_mN$fMCl@Bm+UbcdI3{oxJEe}*2kU~H-1G2jL8obpD9Fd$W(2oKARmp za!_{PPdg=gg39CrUc{yc+F!n9uGk+%d$bwpc@;=8Svf$bv8 zY0^-axy0xoEPn0iv@|l67Z9A&-L0_ftuPwjT>(Xi%88QEA6y+$-;eswpU6GDD4gVB zrSS9i0BmhI#$6rY7h=UwF~U}K5nc;yP_?f^YpX-tV{Xw<)vMjXL8b8<$SEbE3@O!WG$}Ra`(6o-|@=5jU-;HCR$0*}6neWsUV> z9@_=DAZo@c{G>#!3I7n;w0Vee|R)&)ZayrgvyzBlDS7vb;I=Xf# zLaC!o2NRxx-V$X<9s)P?Nab*BlI}tBy!H!2>b*Q12=UT<<+@C}2L@n|^-C86u;aU4 z&?crD&!g6b!RGe#kvRTZ!88 z3|XUu+lbWC?gOoE5>0O6qQ6U{P8ZUQB^C$C!Zc>uCvCkP=1wr*AHq*WMh}uAK?iBr z2~NsG@79qv-vM3<4y6!AK{pHbX}rKDySTPvV&^}EVz4<#AY7Kr^-KVy0Olm<#;B$R zF{y&8nhbw}fSmWDZS7Fh6)`7ps6(nR@Eft&g-8j!Xb;{r zYG>R9m}=mdW#B-|B+2$AwRTYGM}%p=ygFG|DcJ$uz+$>$p2Fx@jdeZ23Z*@zfJ2*F z6p9pD;_rG4kFv7V`Xpu)%1nHCTBj=kg*P6q?{?uwVS*n^ZvD;K6BiCWxsvltS1@*f z=RQx-1=rs~Csruc$JHb88>3y&qR7^zaSXaQQl+&S|D#?dcv5# zw)Uj2Kh`ei(wvy20f9$=H$E<$=J~;(EV-^ra1=rMHGoFi$N1EuorBSxppX>ic`-a! zvTkVtnMdv+x))LR=n7(<$zu-!_b^=MP&duhTzb~Ga7yRXj#0`U<_&4cCwfxFr8IZ; zSKUH>Ii)Mm*ItIdTOdF!=Ad`JkYP$vaZUeTbDNG9^1odJt5pM7)_<@_)-5;{x$2zD zi(7NbT?$qX06th9?`D1aiFr0pIk|dt8htm(Jot3#Nk-M#!WimJ=D$FE!!`N6Bzn-( zYm(>65f6$uI8o~=PE7btF)@wU(Q`gF^h~i$EPCrw+Gg(f&KKB)aPJ7S3|iD;u;^|Y z69eo6MG+8+OO&P|G|V1DhEDKB;|fFk>-MC`_C{U)+ve4uX{!r6@d`vcEuLB1Jehv@ z5c$!Ht{C!v)}5#v%Ak6i$Bknhycfs!`#m5YTKMI8=~x{)ia2xmUby~YN2dUrB+r9x zZ9JqR#`8I{MC?3o{dq1r#& zjA`$ZX{nDkwVtfFJ@_Iz_jXZZQr(Z6ghra|Q~TDYK=68eq^Nma-5Im6-;?Qq8V{&S zz(1qq{;%8DMv(t{)&Msx=2vw84fN<`eCv$cGyh1I0My)R78TIE=~Kw!={X(rJKgyYrL$B*=fe9taQY~iU!77`!TID zykj#(=3{wQkG@=RzrJT{x}CE6Smi@Mp7CCX$4gbuYE$ThR<|}pZZSz;-PKEmb@IzF zF~3n(Srw~q~77RoEol)R;2qb+;O=2mzaL7;5M^NZJd9L(#IWK`q933>5*EA9!eT- z_viD&2~VEpTdhB<&%ngC?TO+epRqe$0QNP@RHzvcmSQA5UkKgNVk36tE>CPoY z8eOTk+%wwfKe#Ia425?9{|R@}V*t-jWPScTX`DW`c_0h0bUe9jZRal9?{*ouk71br z)Mc(gr@uaI-WF$jaTF1+(Ux#Rp#DMzuXzPX;M}=c_wx;0LPfZhvK`ZxZqdHC#k^V7 z$UOwJLY+Qb&2|k`Pe~E`Hpf~_ijRNUu`lC8bo^RK&eHc=+8mn|ts)Y==7!zB-g8Xk zeva8+MTr_Tc5QQ|XO+(;OOQ6IQS_s;;NO4KFD8nvCWr%umdg%DI@m)ValDYBxxcv~qKaZDzecUHo6{jh;o4j0pdls9vGmZf zEKYH!1!HHcY!TBYbe|HunN2&y;CRt7!=`WC)jB;RGLeb}U0OQab$#(~h>KxlSso^m zB8-Auk!u$LJmlq%sM(kW*2sJX}w$Z#O*`R}n$m z;l^TWc&SN2%JnIgutol{>H*5JC%fiBD zlNMT)0y@XKn=^#0E8Kq{q>^9eB6rz&VY@PK{EimN7rhWp3*pJJ?N&lsMEX*ooP6BM zX9;ZHFeGU#=}Tm7r)k6-8DG&4(<^AITNolVq|ob5bbp|A+4;W_!afLHShUN?*l~|z zAlL^c;j{K}uZXmIo5dY5$v`8*>TDgTQpqr7E7cbjv%;aC=$>pE+Un=9a5f~Sd)ON} zlJP+_4@N#(=|{J2CAu!Sk|nL{GXbI$QG{e;rtyFG!vAuF3y(s-MS8tOT4A+51p~e= z0$EC#f!KO&IXhf9iXWomSrPX3QE@pMeelWeBCP$Ajd(rXH(qORpXcLwC88Y2x)dLO zhVu72|H)sGmA$lhie&dRT-(0Uu3o!^uR_+^Bfq&x>*r`Vu66j+fnLW&rA)SpmaatQ zg=@R#v$geo!=)En7qYEb8>gW5pz{oRFKa{Zo@MZVSM4SATf=1xvs9&yj6s{MW?am~ zlCI$6MSG-IKX))pK1|RBm(B2X!4}^U)~F2~CVrTlzXBa@;}_A;D(c^#xBtu;d!|C{ z(Zh~K=HLh)d#*wlr&7ZSUtR`t*fs}tq9B-0'}pK5Y*3mnXZI&F>9`$AGNU5;%+ z-ENAoRWXWO%8}xPr343Fw^||R%s(;Ctk(*1?l)%#2r`YKUY9rw5mLIKdXfp#Ld^C| z!xZ_%wMd6wb6A(xaF{`UE(pp8UyJ4VvW9M8zpvdI{wS<35j+_O=%Cjbk+a?L-Q^i~ zh5L-4StZWK?9cMkOdYX4XIGzuzZ)rcX*zcg2M8BdaEuQ5$X4Uu-xwcz$?R41h&9^1 z*jI^ecDzvJeudlbgwNIL6Rn$;EO^q*DCQ7Ip-8f7FLR46UCAN0vyx4xq=LouQ4DF#YrBMijtY(Si-jE~A07XEDa# zp8sB1SP=_m-v(E1n_T=wP?aE#4`gz%gA zv993RBD`!j+GmKj_#({fXKn?0x6AAU2M2BA=%o^yH!}UeM z!lG;vJ6Ow#VHd%rdf{z^?hzEEojrmpALc95iOsxa>w4%+iTwSTnM_Mw?0DJoz#%A^ z;RXa*vqC`SO7@WXJD#9&wzjZ59{Hy^GWzYXg-sSPqExRCDzPXOC}+yq>+3UtIB*Uj zZ5eGqGp7s#aU#t^C?mTLCCTCtm%IDD^5_QWZJ7`pKPgYReYpWJtv%Y0)REL?uvhwM z@_)WlY|Xe~D4}-BXYT(!M!LVFDXn-tMtZ-4D2=NbrE!MzBRt4BV((bA+(p0gFqg{s zP$wm}3FQE-m;sKqq+h>~^rwxdBWX%w&eF}%AS?_$;W{BKwV3w)J={1R2pWfbi`+O8 zOMO4EmCzr8{!KwH0_MQI@+#Uc2Nw&Sv1rkwCCIxxz%3|1UB3_j+TACjtQ&qjuDZFH zzfL0i#C+N{5zpi43I96su>%w!AVAxSG5-xGq+78g-_-+*NauzAIHtCr_GUKyJIm-6 z8T{TGCy*7IgGv^mL|VTt@40TP@dcTDGf$c2z*kKC3;;UBuvj2pK^1f}_pvd_qLj0EUl8pUQXQTP z-4dXE?YHdTUrw@ax8w&7!#R4!p}q0QKnRZ3tkg}vz`mQ0JnaZNTnZ_KTr(oSEHAsn zhL*M8Eh~ujJgq&Ya`_5;1(Yv#zRs?U5+%OE-#k2XyS^e zxbTTX^2d?&A{H^Is4eyyM7?^e-wvv1LA_d&>_R>oFJR1Rw8!l6BT@SKT$?PW{M%O! zb)zV!X+rs-lPJuWK3f^v#3EY(8wOFEJv92+w(J-dc6(x0{qXx-_eQAU; z3VTSBU8w+&Y6nU(vO?NLH!?%5gl$u}#r+{}iXjag3te7qM8$D?8QK-}Chm;l8-dK9 z5lRdt$xn71G+V5|p0Po5)0fJ(&r!ejam!ak$5T}MpsvxCE|uiVGQtpHr zzGWC_!xG^{qvq@ov^_ec3As(4j?pAv0{@AoY$c`zZwa8D7k=LiiSJrS(dD_?%f{|a z1f5Au0mBxfe)0T?NLXdw%#b4y=~!tn!-DN}f)&ei)C4Yfa?dYb*~3yGn%tZ%NV8!z z0NLa;xzYkk+wFuM^~*b#iN7{9q0bULj}Cr_ZI`f}DN7|h1tK%}H1#ASG)Wk;l;bhL zuE9|uU!r>|SYHOY4_wF;2`U?@oM}8(E}uZ%&nC$Z6oMN-g{03DGHgjDEEBT!f2W|# zn6Gb~)#J6)ZLD{xTU+NhS?F9FvEH@t!usmjxVOaQ)2(jGr+2i@gqht;IFIIBp1JDh z?2~oSZ00lH;qs+de+CzI{6p?efa)X^G#bruXS-3jF_^$6SaTMB3_ZH`0NPmovm)gC zg86vWa9yS%>A#tuG=K02xAIB`{A1_wtjcy&QT13Z4X*sBR(vROB3XacEi+159ra)` zT>u!`o#FaTAsA-1u4jA%Gh5mfc(L}r6Vr5!y5{XXNe?{SQ;CoaW_mqDeLUM}0(ffj z1yyM>FI~&?Pik>NQJ{{t|+mszboig{xkrj1$GKeXe#Cbzm&S>3O zuDF3WD)f5{EN`XCejj$Zjg=WiYNkHI5XFBDd*5SZ1VoioUI zc0Aid%^sa?f#EyNezs*Gnli?J|1iBB++4bMk^GEz{|+j~FLkz;XBl}vM1C-+?vNr5w5a?PUXRX&H`-FOJ_NaXka%WBjbzOhPT zgb;E@Xy#vzKBEG{!3n8=W45p#aUDFo=8MdQ*{X*_?B8Ae2&)BS*$dg92HI*X_AOg8 zj|kg)Uy;dvmpAElMc;B8!lG;T?^k6O;i}|yiK1!1L;pIX;gdBz{;STJ+&3l7Mxw&2 z5-V|0m*h>x56Z8J2qHWDGvu!V(u6lVD>W}oO085_%1mW^C=hXqy>+Bx9Vny`A$P!0 ze|TZqJa?g>r*&+!5g7{f>T27`+C2rad&|`8YD))4+&GF79%04{mag3XGQmuBGW1F* zDq{m5VCqZ8f>-59uLAVlFJp)Pl?b6iB&F-2X?277TrgJC7o1iF)xjvX`QOo|ulY^@ zr!~!c#LWPzoL*$Fe*AK%vdde_Hc`nB^B<30L^NeHljENJND(~}&$;8NZwhI_JDhk% zIgesrV48I_uFC(;3j$h;Rixt4e|uDbbN(`(6GsKV=%3ScB~;s{=O>lLx*=M*A(MP| z%27iPoCmV0ZP6>INni#cjV>$(wxjd=P}YlEaoqQP^)BYn5A|~%iHKr?h!yC03NTg+ zJBr#mRVLA-QFx-!v?4e-=NYmd$qtziHeeI*d{;yGKF&I%#kVNM;^PS+&7O?cD)@c3 z61jfwc);SG%|gp*%zt-}_Sm$WZ6V5XUK1Zq&0kI+SS@P6GkzFSzJO!r`R7@{Flvr3 z4Daj7yj6!7>?Ja00Ie3ca<@OEerNf8672WE?>PAk|LsJ!h=Rz4WD-JcTXxLRmuzR( zIbqwy9}cwcv7LqNactXayJk?Rtb#>XC&VZf0uS%4q81*QdQ8-EziMzG4QGB{EGIP- zc>??7Ntht73qUK@rX@;|Jb?&L**#gKLVl9-5{I&63n}%01Ot3$SHQ@Y-hOVY(wuL? zqAq&LdMDGeg#bH|uWXoQVh@5D(NtiM2e65u*1|i9$hSUPI?VY_+m%fhASyKUhb?Fu z)P||!&Pl)NH-@wC=jljRN~21T{Q#C~Dw+{WHC<=Sap1~oWkM!lSgaiuO!97N3d-U- zaHA3k=NI+*2Rc^{^x)@u089NQiKaB_DTr~RDU|v-SOpl_k0$$T%4!{qE4WvA#?BLB z!WMki3@MC0wbpQ;hd5)q z_9qP4;Hgz{QBe0@Y zHYD$AB%i4Q_Cj4Wdke8nER@tA5N`~Fc{5S$t}%07Emd6M3fCCmZ>CS&Yr_09o<=`> zDXH&RGa0pmlybUl#}&?%u}|8r4eg~rUb_&B9(k9l(FKo{4Bl!n+r0Gh;_$O^gnBLq zj#R3XO0Pd9h@D!9o0oDQIJGF$Nww4SL%u*mVfSD7pxXsxn{D`~14@0a79am*=Q^#0 z^zR0LLL}DP2)FJU?n#Yb(&9Yz5Ayv1LrWvgTlxV5BRE3D9Cok2$UBO`|NlC9BtApb5ok z?M+MFFDpz6uQrKE8A7u|&p5e0nCNV^_9j9dTV5?V(b;LSSvR=&>ZJa^i9ooeV@ajx zfgebh=L>xt}mha}b*Gw=+<(FdfG{5(J2j3WJWS?ub zc#>I6MhwoVuq|7bY`QoqJaCI?+`hK!JkS6~b`OFtlKvgy*X))eNk|Ay=yh9ScnZ=y z@cq=V*4@0gl31k_wly;BJ=bbcO9e=57fRgF-a$<=Ry0oZ=g?{!Em_7H;s94Adyb;m z+eDmWNM$oD!C_LQ0wcBxz1ZC04`1VVKqupy2YY!(#Z#M+VFkj*jwl`e_V%c)X7P4~ z|4z3@nf#Dy-67fCg0yoedIQZ{MA)b3@ESJNM=ZMajIx=SmCI6QY-D>}_dh7%oV$+%c#O0&x@>g|F2;k6alon|1D&C%Drz<%D^ zH{)?JKblwNH*f17JKu>mJ(kE3$$uLaWBH6``QD&))Q(<0X39P1keg}(qgPzHBzZLe zeQ%&c+PKs_y|$Ibza+ZtlZXg++6Kw<^U}|xbR1o@gJupF4ffWo_SY=31-oU2D=+G^ zr${=S_0FD5e-ZulZvM~z9d_8xucyWH8Q$4$^Q+KM?`wR4N%@$@BK+cV z(^#~Pc&=hv^o8AhIg}FRfu=Z29_N@YYC$Mf1g0q_wO+>KHVnm7)}tt5EAbSF9>3Np zI*O7iu$S*7#!T296^G^V@Js|SJ0by#%9_d%-e^KEnhzeua4OG9?=#~Y+g!%5gN%y9 z&+tRVGWmUgLO=GZ^vPw5xKOZy zDO3D^EVmdr=1{xMxAU^oj^meJJWX_G+o!)Sd~u`w>%p?)0dei1(mPrmB@V80-VI#z zy|RLYOE-^geI274pH+Ayc`TWI51+xTl}5=$Zqhs^A_{9jqZMXpym38J{(Dg_H`A`% z7q!?zYY-o;{#B0!ty8pYLY$cA4!}SBtBdPChTlyjqZW>sM#qTL+CKst-8V1+F<*u{ z(oJquM4k@njqtWJJ%w4PakfmXT)vll{ZRF?1u`1HOTdrRZJc>t5?dOrjXI_NUnv%^ zy}$cD;^MU4lGWGnmM6oL&w8!asK}qbVV}v-e&HOe9T39)DBsSGg`Q+o<ag3-chR;*b;mD3}>-MuO>rnuuN4jn61Ugp-26jO$L=s<`(fA^Mj{f zL&n7yydT(+%2sR`m9h`x@C0U0S=G%n3mBmOs9fwiNwHyv2huD<7{Avu z?Sk)LFIl%Ytz?NRms!StE~!?oEF~|gl%wZ9Zr*V~tA6z zT^CJ4g7>)nLy3-745%ds_r%#E^`+Fy=r8BM6+A-i>W{Zya?UYIQlg(3e#XBT9zuD` z-^uo(Tiip|`&?mzyTr4C`p2%-m*rWIN;vJU)df?O%)jfYOgRxa&MXN`;nz~JUeji$ z-w(%tHKjonsut>o`#OXBcBC);!Q>vGTghT#@4rSzDIWT^Y?y~2X(9|CyZd_mj^I4SyM9q8P>$6vM8^+sNlUiKbCV{kvx=_B?B6A9k~yHYW0~SeJoK z5NNx<6|!T~hg+>6_q5{!+D>ue9pjwi%laq(oF0!%IdWAJ;WvG}YJJKXg95#R{a0G| zk>d~0eO=m0og>d*72o2W?OBtHcTL&iJCewj`de>Z?y31Z&-I`9x&K_6Oowm9+MKUy z4|&#`JM%B=XcXC+rS3Bfcl%{1F8>?~w9h@itkm1fO!xAAZzEK?;HpC2>n|Vnu@;j~ z{8W2U^wX`+;-Cy?YCTmu!Xzcn*CGAU_AvJshb9cVooKh-d_Wm+G5aRWH_REr`~$$4 z4^24n`DKNGktPSh-i((@GNWb6{lot*<=CJe+7_!k7H2MRjV!+!T z`>4x9Zfr_SPCNN@_6~A7BiG%*+ZQ~8kzBjSS2l}^Ku6aC!<)kJ?}<7 z>B%v6fuAqdF2Va`IowmoeW zuEpsmp;=q2@m9hqX*=8Z2fr*^k|%dz965{skf%6W^sD-eT4ypm^C9rxcxl!|^qH`bbd&+|;b1pB9o|rYKyHxmdIGaP?+~4(7V-D1n`y@^p!D;90ikSh`r~ z)W@#S?&~ht46f8=t>Qo8RX}-na~uFAwA`IeXshsCRe43AjoQRB`^cK~ynqAcZ@iRY)0Zvgb}4(PJ`^8!|OAvMI+=m9KdN z?q1$=%m-p`4J1DTNgF~`ZVR9Usu8EG>Q3UMW7Np--&Ezin5JmfJxdGqkaoNpN64ii3O8Ot``+E4wP5S7Bs6m6WI0TEJ zZx~f<@F*hwd0mDl=4F&=BPxnK*=L8%pRD9+{~2qxv|3f%*ZF=+HGbt35GNrP@%}h_ z@ow1R(7l`(kuOSRTLR=p=roM(!l0y!uEpA*jU_w7BQg!`X-ys$i@iNDgBFFb z6+i%%MbH*zXGk$vD|_zFYR)*^ax-gKqTBslB#}xO#!!$IBRp@Zvp)}o?;Mt&egS@I z?XGn=J|2a{5v0qt`Y_P6hujWw+TLrskzs7Iv0q4BSJHQuRyA|`IS3A|SPiwNYHZfv ze`mozAy19e$5_eYZozF<6syw!y;9vjX9wiatF78t{8>!1SbB;JmU~dlJ+%OJ(u+^e z)X5uay>i!flJO5t+V%iy>Hs;N6?nrwrg>Iw?R(NlPQIB@z*Fm^wB3{KW22H+(@uu~ z0%RjND!EOa8LHbIZ`ajUpu6xOO&Ik!>d5cP4RY_0;-*%@HfS3LNYu3@@InGBkFjDx#JT;_~yDl+T#ErDd5c z-;d0u5HAvk5B?{EyD@Q1=r>EbAH3vNyitq0Zm^nxjuUk77>aU}h9en`eWiR+2Cr}c zJYNTUPBubmY*i zmYz1kdz{sPY-Sr{(igdYPMJXpcaoM?dSzHMC|Sl2V#8hUmL^pX3zjT1>{X0kUq) zcOyEl7AZ@qU%P0bgNTW;M{ns$*RFaEN^$DUUV{Octq2yaFdMf!aDEB|n+BT3^nyMtOvMvk=Fa zjl(fGo9V>wLJ_zys_Jwhc=H@b1Fc=%X2oc}NGBdG#E>sdJWwuy1mDEsFm^jbg;)~ zE)yqQrmzCaqQ>r%u)Ub}#wRO3VNDSp_L9IDd&!3CVaeTG`AZxOn*W!VJ2d7%uX1jP zh^82Dj>=7@Z)OcGr7`cK#tOW35k6_=BkZV{iW;=81YAq|`o^9A;SXTWSS~jyb3KBshMY0&Di2(Ci*cNAmX_Z+&JP4uiZtq3u+J zlW;%rFmgm*Akfc1YlxsHM6^U|oer@p=N2$T#q#UbSwIEMb4u%FtBq zEZc-bPXgGIr*i?6*cC*(W$`HxZ#c34C0JKv)B?0`)D3+)tM>o$eokaY-FoA{x3#-V z)A+2hv$NIi7RM`|7q_Uacl6ui==sBcpsOqNM8fO0k`*_qW>uvb z>T;0tc<6r`6ndbOT|!v{$znM(*M=^YtjTJWY@f!(++>&hd;SGK*JX zAUzDP>&2^wc@%?70W>OC(6)Nvxjt-7#|~9Byb|T(>)CO5>4(|}p3lShAqB!;Pan=4 z_l0?+0d2gg`*j{5BEfj6>lqO>Hg9 zc6%e{W;2oZTwFu_(Ls%0^;xeiS{my7f_6)m_h=F8Mi$u6tP8*|H*-ykW*yLPhMyyz zM+jmQpgEC~3QMqSwsz)KA@Hf=Zv>luevod+CDL5-@XYSH6L}4YNrNiC{+J#40QQSA z5c81MiP>KQ!qPZ7ga+=Ft%aEkaTd+m6yI5}SO1Mm{3seNkdLWvM`KaXRnfOwE=lvJ z=wKC4LiTJk_LHLd?3`eB%7EP>kkXKOppfFl;Z9>($VgISqA^XK_TD5~r7g(w##lD< zfF)q>E6A?zM7@NXwO6oHPf)i1N$n}XZ4nnQgaMXv(@Kr>dY`Y|>1p4QK5O(soa8ms z#7$r0%!c$Ng0E>6{4QEs{%TX!Vq4oid1SFa9w|}*E)6c|d(YZt8I!hWQS*_sg|9w!8Pi>_P{Myadk@EK-w{xwn2zl&DvMHKYR=E~OM7^; z(#*#oUSAMl^%1nUwB#sXvGLl_Q{7ankbR%vr?VDEv>!1wnhzl!g3v z;ti@xHv|EyyBp+rCPTt}K_li|L75}k0#1`AlA0Jh^&P?I(oBpz z^ME4-@ozl|4k^-p6PD(mr;1W=zi62e-$lz%P1`e2H|zh_@fYYyN8nL`_a)7n>1l(y zY{1lrRuP487!vWUD`P0GOMf`OD8`yW=SM65Q`|E{@u@U4Dic41h*^Y%v%E5z^Ytw5^5#DwJg$?~o(H&Mfq}zBZPjncd!Ym=&(dThU>I+NFEu z4WnaD#2oSCHrveCnE4@En_EJacui;h&`z%)Av5B9VR

;4j&iU1Yn2jN+)jj*Bk) zjj)vmX|GYi8q9HRBZ$->s9xoRhCJ_K_m@a5We=bPHiEi#LsqgiJ2-Gn()(%d-MJuP zxo@uUlVE^Z6IEwSc7+=AkI({7Ah(Z0WDOy%4}V&B5(r#Y_Y$jZ=FPlHd3 zwyO;-ZeFzy_o`L-S3YEz7!QhGG^7VKvJ+h@w~odmNU#@8sz2xI13=tPg5A@}*%$#Lv@(fH-YkPpgg=3K6A59;=5 zrbm}xZw+l1hWu1Wjum<(DrZzvjHc>xBHt`?FSCLUF+FGIMYQ`XRhui33?LuJkt5^o zXo+Oc%~d>vW=wKgCU` zIlTVi;+kQzVcG~>F)BKiN&TB+;l{bvBRDLG>>SmUMX;4Lof5d(PA8pgFH99a7YFWC8YJr+RF9sSMD7&SvBKQ(Bm=W z8cYpds5;XuBJwfe2TExPEI9r;GaohW3@3@qAlUN~%%vO|y(^8xV9Lz7y$Z7n>jY{% zs{K{|rszjPu$5;S5q_3mewZ*g;D5HhnBhG*P;>-R%mC+8VW>_t=>vvzXi+g&uoN-y zJz_qh-3_QR1B~w=AHjmIdMdvp=nV|-9IBYiJKOR;P7d{w#|SMs4uKNEsk^pkQiT;ZOkNB025ip^oR>q$L!mk4hKVejwgft0UXK;i z7P@Mdsto-%eu;JQRoe4q?#o%hL1gH!QA@-74(1C%J!bSEZPQp~^Huc=~ zR{KH)&HR&)bmlKd?J+OAa|2h+5jk@1FGsap|5&+CCrxidXY(G*Vcox+E$gvrTgvm~ zh`8Jh{SnM>tS?H;ujZ#F!u@4|8~Qy=7WIDND|ejm&SzbDmD-@l2n225!W;#vukq|P zx1cBh@YY1aax68+=2Zy)uy_8l*3J=2l}n8U8~SZ_|Bq;z?^Xx9UB6fU8*=!Q`1x}G zzSZZGh^ogkM97k=2h~IIqv-25mPIO(ek)=fTUjSKA9e4)+tCeqV&yxzy5+`CEff3h zSca;)*e$gj&$HaIqYD_fY1P|qVB9pB7hgmDFHd9tKdIR#vgqK(o3gF5&>IkYD|yVF z)qp5%<6@>2W|x9U`=xzO%NzcPyapzcSXc6eK?el&r#}gI4VnZ`Q!mY)+bTKqKK9_$ zvHJ#>8D@?conIy|o=0qB?%|4wJC8q)Dd$?Sbfi8sDG>{v1)*4I(3|d zesl!VIVE;$u^HfpJ908EG{M^s(A-*dlaSTF>xwbwz^Cv)3elF=yEJPP6h#5P<@l@8 zf~H=kNUJ;S9By-R!;0I+zo8CfFcG~-gV4Qap^Tj}%c&Q3mdm|_BM=pywkh7c!>&#+ z`}vXi(ZAqL)9=@zcdHCnf zFE@xVr=QnnX}$$MU)HOd;q0ER+9y$a$?;kCxQa>YMW3cXb<^@02OYU-#e&PP$k)y* zI{#i6_{P}cNP`qP)#Z~+{#UP(+sAnNr9g)naQ_DGLcl<0`0}~jm?Rd$gNa9I~={~nGeJ$TO(aByG=@OtHO|i;%*J>g+Y^*j% zbKje5IbG2&pHp^&)nc=gKB}lyeR}uq_O{TSWe$?CTjGeik(lfx%gGk==bC^Q?zwlK-mah~h^vuT9)--e^AV+qbbXd9?k zl(x@_j;1u8*oLYpDY?|hqF$2hRrJo~2@-xb*1ctB{AKoiyWL8hd)$Vx$G=IX&6Q{L zM9-DiBwHqaPdPNz+EVJAwkeKKX8fBIHl??^-CC74hniQcV)Twb%v{4?%4xZMF>YV? zrS6?}K-!I09rc+by43x_<*FyZ_`R9gkII7Ob_yp;q|NhT*@%?%|E8=3enYv&Vy4 zHDJnQ6VDQVMKkO<)cfz_9nW2&29nmi|2z*C%zB_eM2@NtZUW(R&mx=K5dvm|uSpV= zpy5gAI0;_YU{g!kI?=Y`j33`Zux2?o6JXD#n~KMUgEiB2Z+VGsAqt|`8{__cnRuE9 zyAYopg}L%~q!w9J_fA$F#(wGXTy%5l1XXL>f5&+XzbXg`&>g?>7TeSI{W$YW6+pol zzV^UIXGR9=fyWfEpqz(37WKOZ@eeC)HOvCg z^Kccb1b>)EziN0gm#5_@;mFa#d-h-*>n$^wErd5M{D7Gg!2Ix&$F!Mdok>T?7X*h$ zw{Fmmwz@SXoTvKx+>6Dx$o)q@6IiKCMdhs;Nm05x^H+`>gXD{YQgYQy*{W)r<9vT4 zu~gN}$~w>Wgd1K~RI})>H8t8|btBj7s-^+*Bis>*%B+z_5Ni;hD{4^ERNh!s&z{G_ zn{>UtNBiJh(pDdz|8gn6N6(RYA!dG;3uj?T_UjvU5_&_{_(D>7kdz;OyfoF^wCttw zNYtLCg?(T7&sI&m7p_9`g;__?$gq$2z({gZjd1o!ZoUvb{O#*oy+irJo36`!6PcuX z)ePy!RY|La)G5A1fo^LKM{#JODvH5(8fzY(9 z-=mlIprr6*L{Zd*Y%hxA)dmF%!nOtmkRh}{B zG(bGaYJ6@32pw?L3{BND2p!RYlBV2Dv~zb@rRDe3t)Grsx3u40^8ycV@q6jrw|~f_ zjjPai%DZxN1AXY?Cd2XP%9{%c4#Ls*w+OEsHtZOnTxWrwp`8=p+eAB>rIQ1LTi}Qe zdpP>RK}za+Ggzb-WA(S+(P_^#-jtKuTu zaLKgU>qzhgEyx9Vn-2jpxchsA@^m2MBoxHj^DdnkH2=0!gy={rCSD!TG^341)js-K z=m-rculemJ^ZWr$OK;l_ml(y?cio0KO2Dy}e%A^4Lc7h#&zg`oT+CsLzmvXOi&;`6 zs0VR8N_Gj3zB+*VcTftquz+6RRRyga!XS?L`<&w)r)qCIlWpF9F~cXa!fgO#H9&0K zrbVzeDf``gf4MQMe)k~f0?$A6)|Pp7ICD*Xs%bNJXju;0XnG^DohZ1_O=IUwC=R`E zKn}d$=jUN~zh^fxcm~JO9O~3fW%t@t)p8h7&4qJZ7S%RGu;ipfJOE$jlim$1)*vEC&h)6cj{6l<~QL@AE$Y zxcI}x0`7Hx@4c^m?dwC>5^?z~1}GB?+DiVj|8I*r40YvzaQ|LNE?%^6v1%hR?6kT6 zH^1y^a6m__{}1Y@AFFhOW@op2)8cM!z(T2N3lBPjG7=!&t(+D@)x%5okSWtY&PI5r zWE@OE?u|6%(k?=2#WD2MI&WR(L2kpQz_c90=!@!3Rng|Llj!yYsE2kmi@zY}0>xbL`JVVjNLS$IRRVv4)-jKZ{v0d~gf(N`zNh z*qz?zh3F42B6)c|WfVR=vj3!Utgc`~N{JaGa^_V=q#Lob!jYF&u>}I-R25u~Y&8fh%h8T>IOa}iptCDqKF=i8vR&c?s=OeYq42Iz!=ixdf zEGM2Gg`p2a@wEFzg#LC&%f&X5>oJQ96-zKrB1uFXU89*`^08vSRys z3QDaGnqa~cEydHOF@71n4c(WtpQzOWfknFL(AT4RAsbgRPdMxOx_d)(FPW!|OOpyw z$90Xzpre@!I6TKB!SWFh%dFKZ_&v@QhaoZHYge~_#G0YQwo144#NrmCXpcVvqbaG0 zT(03rXZkm@lE(#R%8*{M8`~v&<^0K7uV!(Q_Z;ao_-%gL_Q}xo!tB|yAcS!B?$XiR zNX`>M{iG0vj06*6UnY-Dn^QQEjjkuT+R@^jZDEC6d)fOB|Q7N5-YR#!`R;?(mqTRV|2fRz)LGA{Y|$ z3$u&^DRzpM8)uSdJo|T!JXR5R^D>9r4B#*{f9DS+W$|!vhTE*GH(k#rIl#yd*Ze}_ z_G4u4JCvt4F*@DDlQK7Nkj-y&f173Ul&CfYjnaZM9qksd6ShP_kDrGBv)aP_ceISDRbb_WTx!20n5LN^Pvk%)f=dgU5k#tE+v>}P!ySuw>tgWqW^hHk&5WBX(ekW7@U32H=TYNHlO}Hug z%k-#hCH9Jgt5p`>d(9e?EqfyHXKzoR?fJlIlsKh9(MUT*!SA8NAP=M{B>7XP;YVLj74uQpvmykE`{zM zYeRNRJ5vIi)z}H28%6Dj>zY5LeICoX+&&>;^3sLQ*uB=*0H0>X&3$t_66qUBePOK8 zxI@bHc1G3kQ7xyop5{<$h9n+~$o(!_m#DjV==9jq!p`2t znmwoTc28PtSM1Aosw&csI3_)JQ*~YLaoUcJb8NHB`!zcibmY%CH>)&Vz20k^(C2=y zZe83RTYcq1uMqFAO;*yS zK+-2^QJd-W_%x3C{N2nB$KcZvh86X9^bRcbH++XuC6^SDB(W#Y?=5HZZarK#{R$7N?YQSVM5o3>wrWMYjoJYWjvz%UekVCQ9^8Y zA3bP4cHuVNvU&k&uo~l3sZ`mnZW+iz#90cmZ7z7zvwM`)MZD;5VyFIro!r}64WvZi z(VZXd(u`&SwHitoXX5zMy=nS&BD(FKiP$2x`c4~Ji)#DT73a5Nbq9Q1S9NI4aDecx zF!9jhllEB3^w)T1MPFkyiNK!@5yZ>8I|z4|d)_kM^#&Y00$hZwtL{=hl&ZQ zT--TlNzLYchhEd%#KeMObLoA}pf4!O^rwsLnyoT7a>mbsHbAcoIxT+ztLXOi9A#B> z2f#3w1E%bJGiW|*ZONB)==!A=#VXF)K_paMw3BO-yfRfuvhTHfv~!sWRj=hN+! ze$b%0t>;j+;8DvoOFf|{E1l%Ik_7Dmbk1nANSSH)NE?=tHMaj~hsG^E^w>i!yVnpH zN`_1j1GU7#tBQXV#tnKl%nwhp4$nAUZ!Sv^6Us^(4_AU4(wmU^j3^+3V5KI}aqM%P zYQxbG@bZDTj5Hy2+nBx{HCXQO7gj4+a5Cb`sl0Pt zt{eYXlH$4U6h<^fT2-i2ps#ZNW%ka#Zjla~azAXPpGAB22UxW;-nB@d6)L^>4(%Gn zc}*|!hc?N}UYS@dxOP51O+^n7h4JyIsn!CQE z?f|YBkJOJX`eX^i6mC+Lba8a&?EejNBdSBk5;N9EF&t7|DAI37m*OASr8vTO<^%g~ zjH8Ru&Xud!Jn8Bdnde$txaTW1nBq!*GiR-|xPyLY>C*WzZ!fsHnp1L$V<(<#S5xYL zZYP~Bsp#@Ijs@!v?{tLbc|KM3^$*gt+%s2P@sPXVQ z`4q-HLXD@6C=#F�jDm6v^4{9jOp?!%T?0K6ZL>doFBS5rDfZ7s z%Sw77Savun;1gNUHF0BEMRHdCV^Z-q*{86?Vn%h)vB_ZALEuiJn+!KKTrjEdA`b~U z=8Nb=YvSn4>bRW|SigXtn>UcMzY*HbF=R*+3s>-8JoOOR6s|Qr;;l9;yzWOfoH9)> zR3NXZ;11O#Mb?4JpFf&19vC2CK+O{m6({c>Bzy{jiS}=bbDO>JAD;qT5e2@u)nDk@ z@8Iv<1a0^6X4UKCpaUg^_N-J^PaYBSzt^HK$UGuYk0nhr7)fkt6XqUtOd}_xwlJ>i z9z&W|=_oQgJvh0+wA%N09tD{$!%7l z1xC)!1+boB+{S#aIPmn!@D+uztH#RHneH&mksXcsRaQA-w^^GVn9(xt9l_(x7t3fGGw^)ias%QZP%OipQ_)|e8aClLM!PUeTURg>}1 z5ZWv0Zb(PzvP`_swErxrofVn_qk+2UQx&Xc9u5VvuYU~;l>;@aXu9D8wtFt*Yhx0zunitOX2VfpW#(Ke-&*>~&Mkt?E zqu3S<8aW*`$YfVSGQ>gVmic&j85-=2o*D5eMXxb`nb_Iv~r<=I-JYBtoy=--ddWOZ(5&S}bcjww)EQ7_`fgdjSESN|$&yhmreE&x+ z1gDtDU|edfl#%0u@Wx5Q{&-N*3al$GsUKmwI_jDS6*FDt=*bNu=ZFGxC3Lb8FLl71 zoLh<87%TnsL$W)$vid(@hVJvpr2cK0%`Ay_3T zj#SXTaf&o>o$S&p!r4XNlnVzx`|B%Ha}3=JWoG?6U3TnN7a)*{wx^szBNRp1!l6C& zcevjD0mb|HHjL?#LU5ofEwsyhbJXA~BuwPhpQjti)F06HbmY04SMl~Z>H$ZxxF&N2 z^$ZhABzE2@0{*M$MN@o|2~_;tk?rfglZziZfWXYWuSQ*NuBKh_Y#ykFy9jk7D@r*E z>zNfzG%&q_0(d;kw5FqOB+b#4Wc2N$-{O4(B7lPu&Bd8Ob{I>v*^z%52kg-@Olbs! z!#fu+ygH;k55SVm?p=)D*hn+;%=+A|-QTL;iBY3hP!daKmJdp49kD|(DtEauMJlrr z8V*p&n&+7mIZyY>*#D#z8cwGm1SZ5Be7};)t#xtrhxaQf5epHwI9p(jfMgK#diIRB z!dWke;Wk?weQQ;>paeWOV)woYpCeP868Zl}XC}SPS32A6dar~Wd5=PR+(M^)6l|N@ zzV#=DxB883ZT}u@{V+25sz7JiXvYJSjfXQ@PxUnx$~Cpm6Iz86?cW#^6h^w)u;+i4 z!LE&<_QkyY#5As}mF|$wslL|GHnWVC4&kcNrVd$dxVt!$+)qj zGi2|>hx_!6`#;Qo2)yS%Xu5Z@^7^@`g290+78alF%c{=;NetH49@tuIu21A(#$kFP zd4!%Ln%4DsA=@0Z&a{GA^^jE#s^@=OM)hQway*&Eqh9FrT3=x~B>zO|nNMDuacA(? zy`zvKmWHcZ38d!E2j2r_eE-%pweOMkCrhs=KMPycD!{#wsViQ??#`kW>*uG}?&~l5 z=9hQ88QJqRp*7V6cRK!X{I0Ngd(1!f((V^}?O*#*419NWc71ahefR9?IqQIJ(H%W#9ob+1=XdU?Y@?H0%)4%wk?0dgiGc9Du4DrA+?)6#P z@K3mF*GgM0GO1vhi+l?AUxiZ$0lPd>rexO3QoKkCf30YS{yJtDZL zdVTu%xzx~gn_+>Dxv>4<>KToc&^uSd6rXrSbM!q&>hdMuTUah$2hPt0<)52)-?FYu zK6PA9&%?CUy1u%+rSthP{ooPj!ShWQbL=AYC59Fe<;wpw0NrIifS`c!$sZ-#^Kuiw z?YU^zv}5>*9dn8td#qmF{ppTm>(6H4!S+WoIrPo(4)F_zg+XarZKk1|ae9Vm=xG+O z4q+he-p$~BX5C%9t|lBk5fs*@OwVgPu+SJv%s>XS4!2=KucqDqb$Rio5${6?ecN^0 zc=afLhbK$7qIuFQ=$F~7TI`f=GG^rlDEzCo=Cr`T)t+Z^0>XYwv+3Mgi8PH}Az`$x z39hm4?^#IBlP0;RbRJ!Xn5@(;v}|08d=^RlHgRB474fU-e#`B}xBHLODQ;Jtw6EOY zlr~)ZGH$DA)j=K(zCXkuI$2Rl&b7^NLZjE=UQ{X%^2*n(cOc2vsZxr~?Rtgh+2MMS z(NE?6a!hV@yg>ozXxD2uZ<7}qn%4q@#X+$dQYK`cA32exSRMdC0s^CWc06$)w1~Wi10%FmDrBN5a_^-qxCF} zOLv^Q2|x321Z!gIB4OKPpi4)#Nl0BMh9MomG z*QpPK;`ipoq~>^Cu`gi-``Xs6W7eLaQl>Wvm(tq}{dFo{%>3<*O%wn7@o;Zqq1<2~ z3p%jz=tHaWz2SFK`0%I~Syt8M`pR2LmRCZMp^NWqlzNw_?RyO+5w~1T@Wo#Dx<+hg zDmSBh2mM@bpK~60rhQKs;)D=a8)K2~q#6#k;#IQNWP8c*>JC}cX}RP2^(aP^n|ej2 zAw_z|oNr+gTgtu_&RB)!I=xQB{h~5v&cz?tP+={NYxSeYs<}jb!U3n%M`^e23SRiEm@L%bmlzwneU$Y}emb-aDa&Q1DzMM7j;z=1ckUb9cveFL`!W61IIU zS^?UowX)6!<%P7P3_nHgKY@B(EM}JvOf>I?5J&8mtnPF&U$;KHhwNbzf3gWWa1ti+ z+^NKyS+bF?3A*&N9v)k5IGwLM?d1pW1m&a#L3?z){%6)W=Z#BsR~HTggT;OJCGHz% zEdOkzMSLA$aN8fZ9N}N@*+p>cF|%F}X|l;Pb1tXiZRL8Gtn{j^pW5%Cu-y31@xXIR zRgpJf22)($7yB}W>^6|($KdwfMTl?NMlpYzpol$zl<5(4TZl;miJ*iIP}j|PYlboW zPsBglDOlHLwY~9TUNhqGq|6(EdRAB;Q&sKQ{4&n!V|l@3=nml-R|19G_paq{n$O`* zvc&>0-;P=*@pPwJ)YA(cuI_aVYOgQ(?Aj^PW$!Qcj6q;psu`mA^~?%WTIh;0lu!KJ z;IU+O$I`cxFqk5+vF&# zaJ_>6-7d{5?%vA&6kijdDCX%@IF1Tvcm-+qopPC2ATzt144rCK)9oH<(9JdCLhpjh z-JN;5l4Lx>4vCf3)(W5lb}&}7WLfrnKRxY>9W2&R9~fbN#Wl?Ws(fIhL1CMweLYH4hLzk4w4N2hR)NqF`dB2H)6y z^zA#Ov*X!a;~VFkjB#H9L)apEz0_cU?$%7-8_UDNtFZfoFVi8MSLFJctEAfcGv1JF z!UZ=mZ`};$Pg!cQlg0vSi_H8f;>_^Vhbm~#y3cLq+g*8|j>0fE zHe!QPAurxpZVr5_OFmA5Kcc+|XWeK+ZAb4fW*jyLclWkGm<#${R$lrmFJjK%66m{- zQ0Pd`Xr3K@dcpbf16pB2r?}WgRqVwyOT`kN|d&FiL zW}=L6>Ke{=w9lyy)QUF6Q{RY z`NJPG@<~zqOxwQ-WzjI+fgS1ntrgLvCWH3aI0-Wg8>%y#^u3V(_8C;6tu4E-m`>)I-G6lvTziZsA9Dy-KD6lbWnSRdlhGYIC%OVa64)f!pFlGl@DvBQU5kUK4Z-t;NEoEpT>E+wJ*F@ zd5wyWGszvazW5+F=d=Zc?ke_?J<(K~sl%)upI)wRtKO#Ast17yfbMq4Va~-JE5}@;A_SvrLlF0$j8HpoV<*_qtp}w%bVk`am zGf=@w#eb1@!oI^1ewKHlUJ!Bu=_xsu7H;#=YhnKz_NL~vh7ocsq3zAV{YyA?-a+U+ ze%a2NhP?;FE>Ug{5n+9Pmq;ZBHA;)K<~EdNlLvO3p~pW3Buc~;iv`vH>zDE}fPU%R z&*zsy%g#Qqd|diA{IBm{?ay0(|N7*^^{TI9K4uYdgY9lAJy%Q&1unrnnh>H z#FKqza!!WqoPHIqnV5HKrczSD%f->i;}SGq<|r?3bpkLTHv&Nct)gc2 z+}kP)%**c1tp3$p#B2NMl=YbQl(Pd}KJwlkz$G`l>q&PBiDtRG2AbLn_VX8DR4J!Cz_|7hyLY+E#9@>Ut3wgsrC2w#v}KZIrlvi`J*kzzEP{| z=Dg1ouXqPjP1(|$-JN(&@cOCLb|@5Dw&31Gy^#K)%mwZOc7Vyp{`=w5?%;xWyv1Lt z-S%3&_5)tngi|?b1jj%gNq)vCYftv5w-tf^xL4_u_uE*vIk!4Y=p6XWv9ye;&DtmA zKSyAJgS#`b=;?MM3J!sgMUjx|l1FEhCus3vTLj`mDf8nx8xK{k2H- zh&HP#!Pj~MUaV+0M$^o~xs$VFc>0(q4NRn_fyX#Va~jdXeP^!di_i%lV(5vx+wA0G zZgN{c+I%?;Y5RB#V~(CXYtld=l#g0rITiG75zj#1uuWLKqyMqQV{2?-%+Q(v`e+>A!z)8{1&=2cLf0wKb?Ul>T)BzH#{ZKgR42{nsM(TtINy=~g#} zKC-xOA!4^sCvN4$9)L5xG}hAximslyaqO?9+y1Qdrf9Pu_LIVBB0tYux^#H%f=N5n ze9;!KX5Dx>Wjvi1`wOYftyPySy~4INXL9LQvGrp9nejMEYtUqYAxpBmqPZ({OT(7t z?99wU!JfIlc9%!zyB}?bznnvt!iV={%lGByUuTd?2cvrds>^VMOPSrhiIVyh)nkYusGkhV9r{`q*ftZ2sWdEFb`F0t7Vle@+~Qv{a`>U;Tru{i{BCL1fCEF=a!Zpw!tcma{;-XygV~f8F`9|MOM3 z$zx2SFmywMjt%^g4%2i}CFmFay}0j!WRu>2UGf$Q?r(A{KJF2);T5}nwYw!uShFhP zAnwE03%{PQ+rC0RX?&A%4yJI-jMc?RrHCyO4|Z0Hadw-jp6XbU$V1*WDgR9xQTT4b z`+k5D)R$&J?)hq&OhrW?AGWMMt>Vw+vdQaMh z8`{9Di|BWkGS82{O9`=EzM)6nIrrscmct4;5&PgRk}756wowtl@Dz%i=<2jz+Gi`)_+&q4;tq!P z%nK8GYJ@XrXY|W|ETKKjjl)iVI)U7g1Qbgz-s+B}=bJD$y4K|RNqI{D)SH%R*&g=s zlsI6pncx{K6?%sp!+Pwy;JMCL-Hm1Y2yE;N(H(FnnVK+ls0T(Zijk0W*tZnf?Y1e0 zISi@JQ~NI1gNl6{(y5Uk78=(1^vexuv>7d`?Zcwoj=7&Pl;xW2nW?>V@hL0KZYHP{ zlx3_=&Ct{Xes_X6F{>!ir>M~{p{Mu949*r!N)Nh;QtlkjbyZHkPD4-P{%pV!nNV?V zQh!0A3r1HO+bTMyLWW-z-8dRWYexZ|r!DLiTP3|!hEAB*KUZZAsl@KSgXQFB-I&B| zmu{^wZ%U?9w1;fgtsJ<++TTK2vjjU4*i0aU)_$N`c51;;!49i(kW^;?a`}}uOvc#6 z&=))XnrM-Zbk4->U4^GySi{|=Sz7VX*>K$la_R1jlFB$6scLI8AR#6th^NE};!b8S zkF(O85Fd7;)@XsFAs@zPK*b5^GibBOg}qV8O?R?czJd1ob=rJkvbarV31$r#BX61x{Y- z4}w1$|MJa$d#ug?>q{Z|SOol07*tGsz^rxe9I~YHzf@J^$-dNAfXfmPEcBO z#jTU1RK#^!;62v?n_`^@T@=3Di)UOeJ?lIx*SA6ZPdAh)!{qt{i0I5{80J!clWbq5 zi_C~iOO>bmOe@B_>My7KOf0s?X~&Ky0$BEsE=_cU9)mZ|`MUZUGNcS=f zN10v(N9-?#%;#&l%}>c(jN+1)MYKX?J!mY2CO0xZ0ayPv^d~#&k3i#Hp6U*qT|&pd z6!AvGa^U-D!L*aVsZ8Zgk1@b#WJBa3ZuDuJa6KEV;v&JF2=5*=Ww|*&p{FXpKXb)5 zex68?4j*MlYr2@^2f6h;pBTmEIb#fc;r0oP3zTZFN%7WLr}KFiLWXX0=QTN`&39=j z+*S{I9rbP?h~JjX4tn||1MXgIT8{hB!?&%FN6T@IVYdK% z8>D&&5}zs|$2P$U9A5GZZ5Za9HwJEW#l%hgk$0-^xA?U<8Wy{?pmF_5xa%#{>iW6n zrzj&`dPfuM`1^Ppjq{Km*FKzvy!pU!mk*OJFmxDH?ypCE`E5z36?N|v4^sOi%fGVZ z-Yo^~F#2{fuIhEqgzut>;gzxX9Fo>+aVSjYZ9Z3LtccLMhaEi`(D-mLdcrjqNm+jJ z@S8Mp&FWdrd*gd36$cngrd&ZG)3GtSI0P3NMK6q1)mF0%Dg4~&yV$g!D7RU@147n| z%bU-oEIN((!7(5GOoAfbQnN?1c%_!`sGHe+x=IfLa&5&jkD#0v2mfmwTU^=#AlP75&(HZiZl*{R3LSPA)5agX0BqbrY!Bo)Jg{uC z8~{T>y^Zn3I2d4o{y`I3qPGmxF6N03!y@yNG3epOt+FgiW;_COvLF0}Ft$2#BilNV zmTbA{TdO)_nKZSs_YU}wc?O6*l)NI=6$T`XgHP9*avn_{Xw!CALg!@^X{{N7vb@I~ zgDP=MfUeO&aL$Ov9<~p)310#WdGS4Y>}K=3iwNb|Czt3sFqnLv7QU^ z%p3BmAm?XV<%wTg5yfXhcAR;?xJu@NJk!DJ%Q~M7V&rRIj1N^krm?#b5k5lor zuksJiL|KR{0oThymRF+?ia2%Qj|8|Au}2j+i7{;0j~eXk#(Qp;?l)&rreho&4|nn(u&-PQ z{4Wz!m8kOheHT=Ag8F>aiYu6S-Vfc&N#RNwtD^0c@rfoSc##Q0bhcl>ZeFQk`hgt& z3DR0r)-t61rg8^hHO`Cb{w>gE*&9VG#K!!`Bs}0BU5pt0A()+*Q8~@oe{?ZV={&=C z`i!Cyf%ytXrOCtz?kb6qAFT2U_zc}n4Th2gJOcwxXd4OzTO1X=KjL);I96$MtKDW! z6{oKYn|8m$!mQtM0F~q{$*=$i3op~p4uiJO7k4efk~tOAC>W+D=(C@ zPiLXtDtyWz!aXydA%#6)`7ZV@U;*YTFVCf=mtw=xJXG^Sy4Q8g8|(1;#Jbe)s=%k> z=PO-H-_m0u38g`CZZA4XPp6J1aW2M`M_8OM9;6@1OKN?saDmU4qH)_juZWyzk@8 zM$N%q)i6ukhu+kbS|IhkZ7X-^zdZ2DxS&ac5l>!?--ujpon{gtK67jf$9wD_~K%?p2v$3}knHNzjyEzal^{^kxoLY@2mF zf*U8$Kjk#m*3c{~Rb3OwpYDJ4FSo{3`Vaqc!7sk!ZVY2#W7@B>F{6s4`BT9a)_hop z%@`B;ck{9!X6`*?2VoqvYUAyhY7%GiSw>c6&Cmbnt z3K*b7sqS^4<9IiY359a5u*ZF~ov_gbFno0e>s89eID@z8WO z-FcVdNWMiP*_im+-BR9W0z);B!)Lk2G5#6ux<{SU9uLMoCp=Fgf)alZd71lruAp*% z>yhlp%n^ZA9e=CrL26`9F!8Og`HFnv6uJ6IR#Oys^Ihk@2fgrL zh2^>HJ*wfM!X6(mF-j+x!+tFz`n4g8!7yolGj zAXNYTYnAG<#y?5>#ZQC|%fg0GFj)VUW>F34{;CE=#ShW2Lki9h zD^V#()7DXqoh$0^j^i%6NU{Z}O7|6Qyo%w&5*V>$+>Pr;(EGB|PzS1zUNXH$6ZgJ6 z=+y=vp@VWjKu)%NGuugHOr3465vcxXk?%WGZ;;*D&R4HDJhV~sM)Qa7O+HfDS+Q0< z$UByHR`lWc5vvWcMLbIz*0}-6yMU!Mfc7O69}9}%SfA(l6hXQ$f3iI<4VHaD`D6ZPUmDaumR#Ztf6l95w68Y) zqy^n0`WWGAFh2KGJ|*UO+@;2#8fo$8c9};y#y?*fI@h;@=@$YY99AvV_&3-Eg^)~9 zcYsvJQO{p*uI>qS9@-&8mjUFs`WkL@8HR3YsMvhWZZMk~xok11d_TT2SmN3hFLgG= zY-M}akn|qmK2$`)yW$_7Bu#|Qw_b_7SOUCZ(Pd-o(=^d9xhceOo)`cxsv#B@0gG_19kj_O{eoPjdV9+E~1=u0+|u4<9E~uX@za&L`+4 zV&wSqG|^UeNTc(RWchQLOim40DsvfBA!OkdOhL`Kj%wU6hWTL-Eps+(qb?VfDC%S2 z!$_R*5pDGV&MTQR*ad5Y#S=`vw4*m=gWUIsV@bxF;8rOpVb>n1&YrNpu)9P%zf0Wr zhLcW8*Rw%S>~~3%MiIME>c=`wV;@a!exO}KZj+h40qs(*Epl?R5|2q{_ADQ8%W`kj z-UHVOwEK%o z{;(A%Ufi{H@0ws&WSb( zFLhxW3WV>yC1uZs5oOMvp<+zb77o-%g}tzaHSu#_FTj}eobPW%pJ_sT@C>F;{V;qY zizS7-PWzIWfxlL*jw`je+ZM5-A5qbNTN#h4D0}|LG2JAjS}unhif~mxlrBBm&MIq9 zIBDrV%VZg$E$+2WQGT;Xk&FhBILCMq=q-w}TJ*!Oi0MOj0 z;)w&WXd)d}*I{wsamM{F7k2E@!RF0v+7;yPy|!swZuN^#0%a)3SqP&@?*P z57`ya_>=RsmFGGB6Dct z><#>~pwsH?L{LE$0dkS4qe@ufxlik|z0v|fZ0i61SObS#JVz3#pJ79CQRnm9P41`UI~SF8 zUz$$veJ%|~*KqvHv`Pjpo!_AdO$W}qbXo&r#S|4oMEg>~Lw+hTUrn1{Q6LlpdKrAt0{J&!n- zc7fYm9of{yX?#hyB#DBDcsWqqY_UmWkr}=ss+u(R6=5eHKJOCcqn>q>mh78sGF?ku z2875wL2IrCy`jg>SD2WJ zV*Wvc{%c3CskhtwK?xj!>q`XB4vjO<&52C?ma;77vMka;|2NO>cs9BT=z)@-7MMPA zEZ+G1$*pG;tyI^IXRdEg{A}Qwame9J(Zjb@Z=inudmSA2?!)ACbP5#BA@BBHFWX}Z z{Yj1R{^IN-vEh(;eP|XiF`9~FNknNw zEu?xO=o$b(+8mx8BY7!}gFmmEY~`N&{S`%THhe+vMQF+e=7DkYy}~A>;P5Od=H#py z;^Vbu?C_ri9(b{*M6WN36_i;gQ1gsxvOVfTio&qxqGdOS8p8-}F5j7(Qy_cee(U;- z4fEI26FWZ?J4{rhsGGa~9)09G)WW-LdG~==Fk$JB@!_yl=#gxcaX`a7?Ll3QpXBNN z!H1ilFD(CbeK2f#_>XAJAkt=3wwQQjbdI+0?7gmYhzjcU>&NGlF^s$(C*riovZzrVswy2>k%NM zRZd$%8GyNE1tu=AxT+dB??0CPa#X1q_G8tLKHfpCU7af<@z2V`JKvvQ5MfJlFTYIQ zB--G$!f73+3h0HW##)wE7QjD$bc%oRh@tb5(d^=+^DjRA_GAS$BH3MbxUj*Yy4L?b zT*HhBNNroE8H#?pc+10@Bh)0Bx$?nmYLQ|f6enr)XB;Fv@~a>JU8h~bOzs&n z>zLA=SiEH_{g^Km6)K&JvB}%X*M4evH8f~fGfd7k9a(4a*7lg_C{K8FD9*$9qi5r? zeN5fzqx_-Ghm68TANeC%#nE+9r=)H7d7*B>iub||q9do`PWyVAl~Q%5Q4broUn3Gc zoFUCeF5*sKF*h5~_6V~|UTTN^)X2=H5{~inOI0xL_RDWhfo|l1JU!l(*<2yE7M~|a z7?+XrYf$f_(tFE~avwa7TzVKOdx(xdWelE;^}G%7sMGyUy?T~;XvJ;QaNo3S`}{-t zg^{Jt)k!mnM?Sw&`cBvkI%n7rLI&1(T$7?pStq5Fb!}Blux!p=?7&cT@HjCN;|iSK zW7S%b?MEQ2`rBF&jDYsiHly&4>4l{krd`6a$} z4^Ld*CXwFEyt>2Hg6xIJ)Ho{GX9RiqX+VM=!i|f6dl@H-bApX8z&gDicWWfg3@s== z6Q`T5j+!b~*G(L^2@jbX34EL5-X+hwgN1uTo+r(y9eI7D0Qi(=3L-DfVxM!j9s?aL zE6FM?$y!o-yW|Y+acKdSVb2JPwE2;7$yB?*Ta13anHjO@~n#cy`J+f zSh+#+_zitM<{tAku?^vQ*G6yN5@=2=y%V@jPjpX5z7<>d*)zSftkYQ*NiU4?}iV*5rN1@eQ~*}a)@lz{@sLI~AuXHKzo*XYZVAXS0l z398SCJF{8jcLcmnl)W9OGr9u|zavwVW<2Yq46(T#5?M@E)r~vPCw{#VI&w8~7d`oSipN0=6mC7Tp0G#yUy^Q4#g7G;FzgPgMy^e>9bMIz9WOkE_*7yh%9Fwmh# z>nm8&?Q#gN;VIr^m@0zLn@+Fp;Kh_V`i5c$i+PbWbqDj4jQS_oKOH*DtpR+i;~VYr zK7M3Jc(XJBIckc!*4*&#l4A4V$Mp)X`EZ z#RCbq@MZAM%rY1M6uVTIfM~xEnGXl#+{-#ofHCB*co{uT(Bzr?q z+77=qBg#;-USq*OC%9_IvUZ89;RfQ1eG=1ES)hSfqn>qQddnM6SGoPJG;rKigH_1> zG_+>X|KaIP!;)Ixxb0o-a<{E8t*jhyDlJPZGbaXf$cCL{R%WJ@S~NJMNQO+=wWDXP#AP%I6$o#JVb3D)c!7m(#tOcxfulu@x_jR6S_p6^* zWBwd?VseNrey8*2Q-Q*A1KS*191TV-A?0A-+0>y2&bZS|R)dcG&- z&SS29cM;K4?sBd^?>gue+#XH8I!Vvv8c~{^^ox8G3-eGuwiz&0>z>I?;}-|aQfLvE zl>ygcwZ+kHTbv_vn+YYao$oGEp9v>DW}SQQkgq{Z2`{o~4~ET6B!4-9T!pnYwCl5q z3^XKk!@mO+1M=8RIn;mTV{iH)z>f<5*j=RlAtwZg`v;UC?QLKG(4OjiEqvAA@bqoU zX$ey3{CcvwALG5>CPTa`G_5dLb(rOzAzm(>oIN9sxv+)s^WZG>Bx$J5c3io#mg}cJ z;xg6~gd3W67&q((0(it~~T z_tHey3drGP_8~^W2Z2@wtnV1pxwO(-P5>Y-91N?IXE@-Gb2i|JyAe5i<}T}p_G+1^ zUY5<*AEn3k6-F>P-SP&<6e1`$T|eKpt!_O)!sa`)VSnkWnEim_VCOh2E?2|oqS3oB zny1Z%_sEep9JO_Mqcwr}I%>AC`Jynw*p&ZjZgT#{81|jK-X=xOZNx;pw~6d3(s0Wo z;()V_sA6?g3mhf@CA7TuYOf#eN-q^xhp?Ugl!L81894l;8LQeL!6Zml<*uSj#wzy6 zb;lc4)S-s2T(tfGn9L^Y{&RGdyFZlOBX{mDZ~a?*_T>oSfQFUrNfCwwiCDZKY^_Mr z9h~OQDkjwEMXPC+DX?$0Vo}h5cBoonN6f&Tfnx^P4N^|!3Sq=ujPvI^pfi@Mx`$ru znN$wSCZ!M3l=(q7rC}7)z{#zl*)f& zb8iy^9~1v=*ebtR0o75FeAf{O(+ck9Vv1YL$Nw-)hYGF&pY449$}sUa9h|bCdCq`h z-$HmNsua^x=W2Zvhw4~Yr4PG6ZOXwgvcoj^l_ugGDxhDsWp+qN%m8*U*S{U1{=k$4 zf=)}B*TAos$|CQNn~Q^LONYXRA@#J82%~TZQUJ2XN$8H*e51(_;la=j>z`d3(hGjO({#%^-! zP@BVx>zzohF@Gmn0MA4zQi*3 z&VbC0;S`@(L@YVw#$*)bZoSA3yJ(+iEM<@3qwgvX&oySiR@J2&y85|MZB> zzy@_nO#x*o7c5}hk`mgNHL&!$b-nOmLV8CC%T>PPm96m%Eko(Ph&gJEAtthK^7s3h zI+ur#O(biaP~Y~$Ghl(Ocuo|w?c%!-!|CT*Z4JBji*~fsH(^ZC8xB;O5-L56vbWkE z9eFBfeTnUdzVZgyM`VaE24XI7q|@7xZIHW*4{5@N!l(+Wjc^-R-lBg1EG$DD)s$3f zNNvS)2Fnfcii17u#)T4Q;3(&p2nQsd-~Y-XM8L& z=SN`84!!?&9P8b8)vzU(4xeMo`RI8D8qRE#N>wB5^SvK}b8oi~)&}B7257%iYHo7= z%YTN4EslQPFYDg<#X-xyqQ~@i&2P^;VKH2UNV_457Y@R#>oR=Hm8d`0B7*|!eSea_ z)#%4=Am8eJWBY3&KRsr~&R*kTYCS*3!DhMgr8WOQZ_`U#(?&Mnh8y0^n#WJ*U;Mgy4#}ap?Abo} z>T>$$4KAZ`+YS+~@%^AmBKz}^Utey8EdW7J$C?TK#e->uEn1@UaX&5AfstQ3NxA(x!D+Dy=EKN zWO|)ui}B(o%tJ~IEz0cT?WtwAtv}FPAANYX&G7sM=1rSD`o{a3)bPs%m#uv3EWhck zo5%-=+H>u1l}Hk(1E3*jzmvfvv(cn7Hleih^1w#e=0EpCe*bKjG+tV+%5E&k+9-^A zz{NTLe)OAvU2*8ZzQ>2tpRhWQiVY_W(-+9SOPa{Z_4o1CaJ{WRe8k%n>c=!=y{-Rw zw>To$Z|kF$ZsIRxw0@Xh8go(rXtCwcpzaTPD@po)LcYNM3;MJT?uJSCsZ3_pgyVFNd?@^B%EZ6|{8 zo!NL(bp{G5?mtne%6m!th1)TGfqjbdyQ1f}@^kFKzqI{aS!XRm){+}Z)`53AL?$99 z%ZhV_e?6+?!usl-UoZGYnjB$lD%`B@IxX7wiSw^NOOaBjC_=lqBr)bQ=h;4NG$b-j z#_|DITJ!>8(862s(py@d!B+JJzCA^gH~$4Gw6}t@Wshd)Se6XJzg{RQq^1S=!84!| zngnN_q~M+88?Ny$C%PoTVDKac$UXNhJ!HfLwiu*K_$>m~J7qS%8&(exUdr|yoO?LA zdazHsVC>;QtdFi#ZpPot8`B}-;O{SepNkWfrAXfaL=An##YDK<(o!&{=DV7h(FAM} zRo%B7-Rm!n7t3E_N&(&-Vnvn6|HRQem%`ld>|7K%^oHc563+kfnQIGyu7 zot-Jr(m^U9Niap7^Z7E^K%7mJ{(v(RxmB7IADgg}klm#EU4sckF&W2-kd=rc@Ft5W z(5B~p@z~8Jk%#>-_lHd^WbBrdwHC znlGAFNQJ@m{BQ^E>;ON(f+3xG@9jd)H)5?H4^kAP6~%E6mZje8hco;F;kpkAv3Xp? zz!={`zHGw}&5?f(=Mt-e9t!`8Mpz$AgB}|O>5$@=cQ<)0Z3TyFW}}QRWyoGamm(`M zLuEG79}bC3eSiH#&E`R-nZ$S8aI=%fb8^Lenb|Zll%XisYcN~4p(%E0urgTUH{;YS ze1G0(ivhAqd^*!Z^KjWeNwRkyt0<^cwbXI%EDcdt5k;4DxhFu*{Dl6^q3Nzmd{c@R z7U>+SOz1yZ%Dz9tJ&g$x;-78zD#bo?X1^XNI|Fr9{(4V?hK+1+N$|@21WsE4%@0j&%?%e%P36t=#-_@C{fc^xPv>j?b843H4L z4Fd#-xt-{~5=Hd&a(F0HwL4W>w{V^8aI}#B+9z`J*OC-*-zSl^9Q*p<5;c?Jw}3y& zw5CQy2K|(lZH?S4zTZGSEMGeXZbFvjq0Rz=j@7(`Z(l!onWF!~isFYG-}+YyuQw#P z<6k|(+*>~MikYECK5voTA5O73UR>$AG+Nmw=(F$p?$?HEi&SFU43z_v`h%$q?fGvP zh~NXFnlA04+6zlScK0qEYNB2>SX=Y%L^x&D;3}O0&QimVrJ9dX$Y)1@ti-&@(iH8} zN<6#-3q^jbGR~0Nw&DH?RonX6W+(TBG{_lyjc*5J+csmzyA>h?NCHJX?uUWFAcr=VBXaYtt$!(oQ0Uj^=|<-X>U z6?K+}q8Zyu(~nH{e&-+jXjA)Y-Z(ZT>M*|a*rl!0`4RSWLyya@Z3WnX6MD9ZQ zK11O$4*i3NU~lJC4_pb`uHlB1I~(O3A;r%OMlF%Z1S1rk;>*;bJij!u(^<=QnXC^X zWnxcy7lZh(=7~>3xM-!!aJsPAJNlcd|KR8l_4T~;VBb4VjN-5P;wje2Afae46pkRc zFHNr#Kb)a%6JCA9?|L686W;kKYZ%Ac4pE%0H`sRXXVqO_%oW+q7q0Df7{@1$nh;mj zIYh8M=x$5e9$py@rkMEUUQq6HxP{G8=IziT*zG%W>AB})6JfDei$+Zd%3XS**BLYw zIZ1){+bLX|$*~z5Do7%(pWoZ28FQWdmGjTyjzk79>poEV5LVfPH^HrqrdTb?a0hxx zCW?(kv2CiqPfMW#sK}i{LM7i#`K~SQ@RD9r`qCAi`e8%tW>hfTG%i6<{+*T`8q7V> z#cYzhDnW%u3(kdV}0HU z9SY=zDt((MN(_IJB*y)RMqK4VRcCgp)#Fd+DId60<>=Hui%ES%;tzgdcB=gTqFyxj zuE1ac(xy-j4mtv^wDonM&vqjJ!SA3%z>>EsD^+DRCN-fwYzl1QA09=TDx~DFe(P5o zG8l*PW#v%?`KdG)4nMoI#c6jWo{u&5KyCieTg#GOY$N*}WF8;96M1*BH2RR-<`pPA zb^2ad|E^b+XFvFeGN9VM+7L1ESt^j$tuMqPI*-s@mri{PYd`|W4<8hO&ZcVfBG0}< z+fSc@8mM$XXq5qXXXLqB?+iM!5p4oPUp^%N_Hba^0r2ntOH_D{JCk#E%cH(1a?7_H z9T7JkaT;D-E%EsKuY1?-Cg0877UcF%@tb*A=+@J^c}0^u%slK?+jj@t7;Wi6e<+=~ zO55JLA6=Iho!r*bKXm{-x}>LpXfG4^WV*DTOJE?~`UP}{x-}}@R^t4Vs7c&+F67%ME~U&-e>i9>rC#BPWZMLI;!VqD`|HNvajjfbVimRT zM6>jqrAU_xj~-9_{(5{;uiKyL`7_)c9nzG<=4?rfq`Mb?)E!^U~1TWb89}# zd;|02(Cz(UXxHJh8gW&ClV9iOGKU(&UFx1)xF^d|Ls@!pTcCXoY?DV2*^qp7(c8Owyx(lulRK-IMne}{%6a` zVaTb+g`CJRgN43F4gZ>|KgJ`-(>jA`s^(6AR9VyS<=oq3=CTpX*#Q64K&rvvYD%{2o%g`;mql|NfrakbM8Yc+p?$4xHazxcu|< zxt!04HT;X5Y)wivulPu;r)^*o0*`8mKg+{hzFdV~Dst!b>%9NuFp>9Yq@?=$)#;~6 zBi}0xqDHqpuX8C{_Fmu^6=0}ov8x}w7dQQ`s%-v!r@HO4NiE2%-4`V6yRVU26c#pd z^^6wXD8U*0>-#PL)M;k;2+aOg9m(QcE3DTt8gVzm6;npXsUUvpTEi`B(?=g75=}+> zn>M-=f=i2+!w=)n?1@X>fvjrMKT+6pN`1U)dHV4PuY-n32(Lk#%*OIcy&zG^ zUx+_;zOQg}s%WRK6}TJf>T=U1ikD?Xps_ldW<|`ZaxvTg`(Oza-8&9*DucwemsPJ zkawaO=^;^>$T2#qLyo_5-_KuC!yjNCIg4d4`*$=B4!65%zA=@q3x#K%h(4oBu z|Ct=mzz=P{TL`<=RQK_3jRNZBehqBFc^KHjYpcZX(GZ0;YhFFRH7N$YA6+%$kg0?w z7FM_4JcQZiX>{a&SSe-fI*ieMbxWqSYFzR1b5DzXkX1mvTFrxDP-o;I?!E1G$h@-`&uu_Xvp4Br1QDz^j+iC5=;X6Ti$ zn?9fW(zA0xVJ=wOxbRF1{JPTE5|kzAYX`(H$#%@#sCW z7Smf^bgmRSY6r5+DyTjAC0NUj*1t;Mw=j3wPJ4E6(@x9L`_ha?n2knwu??4pE8BZ}=GSeS6G23#PdnPp}+FEtx zH`Y=Dgki8f=B$auv;IG4Q&XPhR7Gxc-Z)`*rCd`~tq8^b%=~e0Ia+@7X?mhilk*+f zPsSxVTKB|Tfpr>}OUqoT)?}IZZ&uwsw4ZanUG{iQ=CXBCai;j4MOrqbwqua~>k5m$ z9hykfYT$Ko241-PFsdHOD_`1jobw%cQZFrj`Rkyf$s#MHzJ2=Jl?l(DL4%rQZw0nK z44;$6Z`%>}vWhn(j!&zECC5W4T-VVX!2u;f_0On^z4U* zS6Ac4t}Zfil__6rs9~n+cjQ=W=aI=7_51ZBVa3dkF7=|sg-)Y>|9;5eF-oFPTF}JI z63;{rXo}|61F&>`*`52a;jx*Ze-o5*rU+bVBMb$rNypEcvsA3fE~0!oGQQKzRf{Ye zSy70~!ZVH)-t6&RKh1g3xqb1BJJ7RQU4(!0NL_N+vS<#Ywd(%GtPRm~_s4zvFFGdL zfQmZrlgD)U&?a?4iO7^SA-L&-=DalUf$`da2BAGSh*#JG4fJY@>1U=qA|f9sFxskQQ-f6C>San9{njVBRchx-EWwuz$Y8dPLi!IvLH z67%|~Q=NT_U-(V)PJ9KK=;970A8tkUjQGoi+9=|}4vaDrow5L6;8fO&OPk|1+M`%6 ztI-f!VNg_B9BDR;K^p7wVjlJ?n!8*B0k*;4@TYDe41Dn3D_0H-s%8R+mFU~ZE#EYl z@hX5Q^Rif!2zWqNb6=*2S(EKj)~J@SK;{GGmwQnp0(v3wEg-;}yQ1F)P#(;Lj2#`e zo^-#U7is#5V`fo7ueiiZD(;;mb=~6#+v2fK!Q9_b7hi&j9!U7hMoNL~Ly1hHE!!l4 zHf!1_B?|W0(U?7NBi1)eA8eJgN z)WVjF9W?siL`4ffngWoC9j!H^F$&8_8jTe|Nqjpd8Rh9^bEo~OyZ8X8*F*Nk3e5a6 zM3Am2tZxsXaCz^Hi(-bz{5(A`?MUaF?dn?WG{^_Lc>?%u?(-_S2y9=xl?LEw_+U1l z6>(wUU)>bXZpB{<;4fIS5?|{`;`c}BTFE*7?fyz5Y?$aB_=mUw_y-K7u0VPF_aw=P zE_+jgwdkny90AabfDH)o6dYqQ=RF!TI2b@l7E)Xs{q!RlL*IrPm|4p-oS0tUKmh9< zD>Q4zfp`E;3Q8YQ#9`}^DGSmd!Re=nB{xf-_``Gg#g4TlqT0Dhd~7kLzSsTVTHK|B z{FI%@-g5Jf$l}tFgK=9X9HghfK4{mcB*{(?z1KaGw+TaZ z%sGjMX!(ka8dV-jlQ(VjLduJ6`O_!hP1U4(wb-n?HoA^XE98{di0%|X!Q7q1IJ$HQ zo;m1{t6K9L_cxoGDLo^6a(uL}fzAb)6&@y|bqJ14L#n`j`jx+?H<-@Fu*^H)Uz1!4 z_+Lwr&RBg+TlV)rB2t_T(Y&^$d#hnJqxyLWVgXBag8Mk!l*Lt zlLNSpqNY>Ok4+HfZPixDxX(k-7=WFI5#8y@XC}po+O7haBl1a7XmueldRFjB3a z>DE&JC)?>GY6re}ibprQUEr#eDE{VAc(e5A-OdHaH7AQj)F<5Q<#ws)#08v>G}K3Q zwn!PVo#0ro{3a`XYH=b)erXMcjT*u8SYE9~lMhQoA%#DO?Rsak1pj`{2Z;2ws|5{z z7+dKWF5+NTd=t?x9K$BZNWaD_`DlnrqD}7*&ZX+sA9?> zxj0dtO!Lxzl0f|*lYVjCeD_PRXLqZUfVhF5?@sijgIO;b&A`cXlS@(iopw?v3gOmQXQ1cIu1Zz zS=EUU+oj3QltI#d3aL=_EQ7K`fGw?6q?XjtyYflNG?J}5va?5gKz`jxgG_^Yj(B;< z{)>*0ubj@QQl|hj5$3aEYV_i{FSH_j#XWVYE5f=Y!HQWrj`flDXOGV9Dibv3Ox1rI zojX?6+kAr;_mIGOQExB6?p1x5{-Lv{0_cV*zYVt)nQU0+m>}qxQo3yc~$+|mAjrrmQqOk@7 zo|P(yFp5;6ieth=qDr+mCyl=2lhgG9OG@Qtgf|3ycCcEh-fh?96q{qXxiz-p+@6+Y zP=w?kQOxB2`I(mNgl0cG^oO^1^AnR*vv;Aq zw<3qty!WfMNV=+!nn8LfHa#XI>rHx(Y7Q09fgx|{W) zx1PkN$fDq~fu)%Cd9)|xQ9(^RzhK6%70pKtDnvX(-qPA_DRWCRzx2!_wsPt&1Tv60 zkbx^k^Iak0oaDWP_-2i9h%|Qinwig z5(sJAo!euC!oVLOt|e^T;ca@v_B$=?lX0{a^C_ah-2zUJcqBW);EJ63B&}pPys>3VJdvt4X|Z6!XJ8{CKW&;V^^^_$!2`P@sdwT6J|V+?uHUtq@V`1` zKySit*SK$22AF8(}GMd^MPqcKYR$N^=)W*1taUWtW^GJp}fInW+k?5xf8r?Z} zkwf5I>9u9fMlG1$mKY>0)SVgFoR7WyI@;TZSdh%{?G4;cFze8Kb&T9DN4QI`H`#3+ z0qtboFXdc{ar!ebDLt;y*bSVxkZLM8g6}mbv4R^4r>;DMZc?QLOs_vlx~F;+#j=DF z4A^=T^@y*LMM`9t(175`CnYhIe7Wj_6lwsoPWG_CTMFT(e}N@ zQ62%oY$nhiB`t901vl>T4fNkwFa%hN!?QhwxFiTl4|Ry&IVl6U=?CHpc!L~=mNN_H zH(<|?FcHNSeNa-tvs}AXBi$y9+(KWyArPgVW;a!qOU6CpcQU>p-9^>CBBTtzfkx?c zuGBgdnYd8E@%LK{-?$${NTF#>_EJe+oT9m6nc&ijIDc27{+h|i$Ukq3Y}a;)a&*}r zJ}c4NWPvSlol{^Rb@e^<`D6Gyl*+c`(_ zX+jMbtl-YBYEYbwK>%*Rbjii=xrUg$A@GvewGCZ__v%+II}yZAit)^xi*nl> zc_J|%5#8=*!=BKMG^Ta9$6^K6Ai_iy(@LXbpJVva#>lViA$DKinu2L;~w_) zuHkrtpA+{iYhHU^<)-o&ap0^JkKODK>{mRuqA0V`$}QgwcXoh?UMSKFX+BxfFZ4stG|!KAa6P}(ysd^+cElCMVDhVJ0C(4l ztM^*3mwGwP3Yy%3um|paRMA2}DtdJ8A5pECT!KB)Z)kE{1N2RuQNPtou+r$;Q}99(>HxE?uu>4*o>@!1@wDc}Nb20Od!n$lg@FlT0nO4@~~wws55 z*$ksZ-+tVUdv;)97cH>IH`9)L!Ys`~Xx_p1>^?ivlU3rxG?3kSfX48LM@ms32B$9< zB#Ax*mhd3-ULPZ$Y>?A3J^pO`(ebhDI2SrYiMF8G$ zI)J5|+AE|t4dUi?SyfNbdtMiw0InJZW*ZjS;@s&^S}nV9jNn&Po!vhhjzWuE1o+K_ z2EeIB)AD<%`Bq+?2iqi3eBNG&yw4gq1@eKt2a0j)8#Y0$u<7$C=ycc%jl(G_Aaji{ z#}abTVZaX-UZl<+jI@iQ^Jid#$u_l_t9TdW{ous&V+*YAI`E9P1FrZB*k*TZ80>pK@njb3M8P6l6Lmkp|aH&5X92GM$?8 z8?jOsarP>_#)J<$O5f0nEW*#~#6i2_5(YKC0IxCaFGorUlTDVLK5FbH%$)AxqNh49 z%FS{xXeU0YqENw6k{=>Pw6*IuMAB{9W>2n`oOc$fu5Cs;>Og19{Ry zyDkgq22PlrAS`LI=y)AIHYKjdRiDXIRhPo^|qK@H@w5PUI;XJcpH@R1JSTQJz*gBq+5QO2-J=A z9LX`IY^4wcwzLyZ*qxRN1~ZE{%dc94|Ypr zm-MCVd5Pkmr|^&K_9EZ8^*t=Xz1a+`2o!2z)rSjH)^-Eyw%Jz5jjs_t02>jgA0H2x zidMgzI{6gY^yrPg520`8zw(r~xS<~5-s6DQ$-qY*aRTNs(h9g1g><@6RB|5DqkCgf zjLC7W+3#?hg8+y}d(1J`Fe=$$6zn!VwA>><^>nn!K(v0`2LR8@2`^S*XYUd{Bv~a= z3m-<$|D#? zWG}3^vmP+88K?;V5`7Jj-bNZ<9r1{vw8@jml_~uH%Zz)D`#(idS;Cm3H?=Pca%yVl zF$W{+SV`ZN$90nf14qB^yfSXH-ITMh_`~%{T2=SJvtdzE>bz=s|FH)a9#wk{4n1(D z_=!+zEbKQ>5Q*6TD~LuZqS$j&g7;Uyba%67%3{wvcA{4Xq1kG9Q0GSJ12@z8vJLbI zkaSr1)w~JOA&u23oA@?sQ!#2EoU-iJcfC8{&bdP~^YL2=Lu1y>Uetc)J!xxieyx7Z zZ~0g|s{5VkLO^ZmTx!%pJE zAtz|%Os_pOL+so2ihm_tmDj$z4->fyFT-U77q&3r*}5$t5#4ZbR2*OI*ZR>isOp&p zG(Wvuy*}vo@CO0Q5@?zTCkB-7k1Er1U>2OA-scbZ_n(%y0E=DxN@i-I?`P2pH*n!$vhcnF`d|`y#Iu3-hqBr z8L~;X*>*;)&rw#?-$-Gh!NlZ;%zeJ!QG`J2Ag`+G#@3{EYFF?k`<0KZf@uwfTW#wtCT< zWI-iS${?l0RXOM=Kdk&P+FKTEK+0f@`^^X*ng`LMOc=ItQzwuTb2U+LxZxZ4=iY%S zk!)t(+fJTERrmXmpB#AK@&^LBMB}wpuiu{Xi}86?5Bm?{fef{gN5lPgjt&AjKy*(; zJY}zYxxw90dTPP`vE;}d*0%E@JeNh!2GmL0{wL#vP0rg>H?-)mw=Qj)9vlS!gtBAt zW2xrIvEJDSpYd1BX!&h%S#9}(PRb&KUr!tZqMWdrC0=T2yv%1M|KyAGH+uXSIkeZV z{ym}3gLm8`CyDHfAJsN}5@-2UYS+X4hn+zGi8`$T^xk}s}I&k7DGgNM}4Vto`-J26K9Tub5Pm@2Fzj{%&Y0zfxnX8?71B7ghAif2a* zi*tPP_ltt2k5wS zMbu6i%Y)53sYaZ;q|WiAB(`JTdZ2nWy#K@}w5tUvdlo+S_jTTSAeh~GWfx7~UgRMw zTwd;2&CfYqJM$U8+W;C`tmh-%lh0rQhH2ZIB16^_cMZvnp}7=sNliHcp3o)P$lE=c zbu$#NAh94Fkwo&pr2Y;3RYCTVknu2&NPVqyFT~ko(hiKj=Wtn%Xm^ZBhvhk-P%4^p zzuCsw9#gZ$sQd~YQ#d;6{H~bE5f86f__(4V!h~tCDnHhsz46UwWt?7Aq*>v~nOdiP z$nXCY!o1Q0R*Ik4wsFo0nc3>$E#H+RN0dVXcK8g1&5#LT;J``1)vi9R^IWv$RKiN$ zrU}Yw@=e?&=_8}~?h&^I|2DJ>*88dLti@a)8LcnZvA6Y*x!$c<$%`h3I1o0PMfj*U z@}xL{f?gi5={ab&n9Z=LRP=WH2?W!hm8wgZ#5@zsrU^f-sY-XUIREn;xM;3AVO4&J z*PXe)=8ay17*{kQ{k~7Rc>U)jLr_lV$Pfq`X>c zspdM*`99G@_BB0T){lrEiDVb?s~3|>usemuc$o>$55X+9p69S5^yyn63@x=NE z`0O6b*X6#)8-T~fCe^c|vePkg^d`H8(q$h0boN$PU4uZ^E+4mW^(PlPu4)3hJU-R%X0T%Z6*x(blHN2Oy{IL zyCVEj^d(~SHp0cVUDQgQ^b%~`Lvhe+Qe{yq@;v{-B_b{rQ=v7f&2i#mVz5R9Nedx9 zYMl9dDa1#bVj#HC4^eF{0O}>&$Vrym_vwa++i#?Br}~^^A?Gb?Kv7+-xM+`}0l9fx z(${pWg0r#Dm`vxsFYj0}5(gAt?;ELho@_Ou8Obe-jC~gCBmK)qqDZKgCw=XN`!nBE zJMB4cTckYxR5LJsu_h7GPkuZ552D5i8NRg9-geqiylbA{d-)_#FuBL-Bv`4q?X;o= zQjQ&kk%AEdV6o(dn)(8I!thx6ob&^mKo01~EAIodK!gv>`gpp8JmP2kQ{y@H2BsLG z0?{Dvz7nttZFlTLtP;*=P`T>5N31!!^}UDPg*!VC;M<41jH4!7({ELH4QlqI;`A}; z*vEMI+|*ELycII632X2~dZb^21Q>gS`YJoFyw(m(%p|DYgFGcjJ(Ow*xyX46fj%@Y zbgM;VwNjm=ni7p2ORn*c(Lm&Xjo~i?hmTBn!rr&2a|HbGiJy=9>*G6~vU^rc-3jxe z$=i0qK|?~yLV%Ch?WxFt8tKs;?xQlA>ykD)`8i6osqDsHls0dRJt;spp#;12Fg$rd z^%pPc1=qaC&w9aH2z^y!$J~ekT?0bL(KV`?2}qH$!HCe4rY6M0W{j(#bu>Cv~ltUwdvI&H-ckM z3D)XHg~ZgBkZ7JJZ+XIYTpYv`t$PZdz=aB=;SycW$_ymfP5Iv8%EO1=c0fq@$hypSW92+SQ2_A_PHz4 z`)7mRAjyocGhtnX57i|&tfeO}JUKRg{Q!;pIB1kg^exG;Vv_%J_H_bM)<1kpJI^e* ztfzaMr(JK#cI8^WNcmF^iI?cL4aM*_+EevP(Pp%QUtP9WU-acJcK)-tyTcD=q5r_q* zvG)6*bg+4xu$I3?612MmZbu%;w`=#>iR~<6KXcA!5BA#`7+uYxhOzP+VH8K4ZKo%w zuHPx0ztEEoJco)aD4FS3AOHhtFO`zh=Vwjs*7HG=b}$1bW?&7;d`|+?-xK`q_HDL* zH>0dnv7Lu>rw;&Qi$Z!qezqTa$w+>|3rMSe#ql=T11V&|`u>pOYTPoQdfo<2Ug%~Q z$lAA{&|}&>-3bF^k5@n`=MajU{qYG0kCN8ofeTr26gEFzoU<~9D=BLc4|7A}uWzz?QDaQ5{!=*shXCuF=KmDiR zkjVxgF3Lmp0FBT2sZ4Wr;SF}n>wB-a4U%;ym^jB)V_>9VF1-hUCxa&_qSuI}BBt5G zE+NeCfp>~v%xv-0gP^6CT*COte){Z*#Sh#;g1|Z^?(-o1=S>uh*fU6<&`}uj8j2Wx z#Ic!Cn-0VVmwJ9OO)Du+KVeGIID>xR=pmchC>NI4ftQ~-reWnFH7eF1?*6hus)rJv z>xUlezXo_3s&yi4=wH* z#9iLzY-J7<#x=w9BY#4(`w;qV($zxr#=w*XcOR*q5BIfAuhwSPr2pz^Ad5TKgUC)3 z8TJ24w&T_d!y;5}WX=@FU`AuWRz0f7dl(j!D7Wc>gz`6ja{!?BH@uTN%B%t(ChRfx zQGYiJ#a#QMsa=<=HeZ&WGc7|;XGj7J*#9pe!Zxta8Yi5{Y{)xZd|>a@13OOk9ene| zPp>r8;*}Zh%BusJ>pnc_xU`4U?D86P`> zBXQBNPK6l8SBQ@i>xiIG7M&_77!q=lAg5lQZl^twitbdcyND!CgMPma(5|f1AB^Bm zL6)z4DP1EmXF3(cZi1=3XH$%m8}_PkZ4~glljE4+QQU9EddY<^UOdLFpw>f9?_;uD zw*1EdAp+Ke!_Lx<-EZ4JYdgIPo_ij>QMq{Le&BlZ&MlEK^Tkh6Z5UV7#Vtc^kW2Yw zcjzyI|Ll_e0q;-P(+M|H&2dk2eaot_pDV1RD{tufJFVG3Nz?qCug<4^c{?OTHGb@L zPQTmDJ96?dHEFtWPGNoK#`Zd)NAs4GD#)H2?{EJ7c&hwCl)~ubJA~bIUl;9jMtkTb z>hr(w)ssab`*1Oe&b)lB@&msMpY3}C*BUj_yB5K{baC!dN*l?>`S!<$lDIAi*a7}Y zl92NQwsD&V@@uX1AyX9l``5E4(vQQ{bI2!sew@;;9sI(_Gu6?v9-nS@+yq0Wh=?DW zfhY4-3-4xeH^ui*3uzH|=R=wc4@7Le@_XJFrimHvth$Q`V57`Jw&xdCA;Zl=wjm$H zX8(Y!U1IV&?;V;PYWbuI*ZeqgWN>()+&MlfH(rET7^MRbkpBCqp)!iABM71h(ROCsCnsGPR*EqS-p4;uSu->DT(_CBg` z?mbDroj#+wky<`CP*qPM?LUy#X#_3z1x^nz5 zRpoZd67THzeIIWgY|>xjh}vgUAN&Gi@QU%XCdx$1zx6Q7w!vnnV;kgh<5nF*%@^?G z`sg&R+{kmGuQRJF+7BS^g#HjZ>%cprM?aKnHRXIL7hjtGBl5BKm;B&WzesPhf2=#v zwB~96HB3RCy|_M#V!9NW2uLxw?lTG<$(j(C&JC%C#1a(dj{ESXlBh3^8>l~9;@%wx z`HC9L`IT_~CuEvp;yl%Gx*!DKXdbfF=utlR*7W}Wh>v3`yz*Mho{Y7m8EJD9k4WF5 z_wCNYM?6KZo$u~#fnFGSe0xLdbN=_Xtjz)I9xk)ai|;RU9LKh!h&m)fH}NoDm#0^` zO?n68G%7!NOS4uuFKKgpv>DxP&5@5^pj_lza3JV!69!Az;GHr-eueZ6EiaUA>7Y32Y5Gxdq-_caNOnTQ1r(_RxozK>aj&2IKUt?)kH0#Dm?-rs|dKB+VPe zaE#*Mh|^toxbP#mCHh%grv<#DdJel}&Q_Vi?A%rCQ~Gu@tzG{tl;sXweiPLlqwyDp zJ(J{zQ&44NP6Od-(_NT?x{6iv`E^UPd&jVyj@;9JV!L+B$$Bncv5M35krf-kAJR%h z?70=RrKEK=Ys_t0{1NMh*AF@~GpUX=&>B}JEDxATs@me*Sai>p>Nfe|Ij59woM1)u z`N043i{I-HN%24v2XeeVf`QJ7gf7hbGSDmLOLq)_qc!J)A)=D{*cr|N#fN_iY#cP3 zbH@!b(9sXkf7Qj(^N*=lm@hR<^Uvk6aRck4Bjeb#%8plJ05TiD+?XJgyK5LfAh2`H z-}QyxtSh4kZS;`T=?aXRLmRbR66sABRB66I?u(7f-4BOW3bVlppr+59E1B%WtYdAe zaKcX6avXB#xR$MVQ#EecAy3=`FkF|HN7q^-)>61c79hP z8~;nLgH(Q%)P{bg2d7Mj?`OQ51RQ_yWD3#=jP$3t@wIu=w?Z4<>*r~W<8A+~d|2UE zLL?E?)Bn&=_;9eP^g(4RDB5=D4Xf5knxRMR| zJ^(sf#lqnu(p95l!*2M9N}1>^3OCCQl5$aaMLEY|ay6FwgK|s?^t~D1Qg67LnNGNg z&p^*-z)2`N2$h-cuH+@MjrJS2VPia?Mp1?7Zvzq|36X`ZW+C-?Mt+)B0QW|N|6%~N zx66Sh(h9xFRrBCBsPGlWxpaf~HqNdwo6|X-bI4FaO1XZMWeS;XHoXE1-~B-ZFF_`z zyU&Sqz_MPf)9i3T6w{8iW1JClC`-A7;!lz@lz$&UWzbyZn24is_ZF+pAC&;qvff#& zX}8yW1`C`>Dg7u}`UmK7D=htp|{L^Z+8AWmO zC~QOT`X&e44ZFA}+=Toc6-Z}`f}rhR8-j#<8|_kXhFG7cVXkl2n2MlR+?=JITS?o- z=n#tnS9xq5rtUw&|3}rg$20lA|5uWV96C`BGgc}JspL4PVmT#A&J~h`7|CH>+z@D0;Q=s*yHXp5B;Y^jfDyZ~o@u0v$8Ex$@77o6+l9 zr*>8mQuL(#i?&K^7%=&6H7i~oAL?WV4^It_`L)ahw_AEH?wHH_#>gs}qxk7oa@oh0 zCPjfU0c6ypQ>c&{Igi!Zpp0B_yQkgMm0r9NWgLumY7euAQ)`XF#Ohk*^h!K2Behm0)G9{3^~K63b||Q%9k37B$jV93&pSsvgUfrsHc0~ zk8=g8#d=Eo%JZ9fV4MznD0^_iWk|pGN`_cJvxZSv$hu5E%g_#4Gzu$1eAg=Sj}VKY z+3rfCJ_h4#clE;FVJK75d6i8hH+Lwx@z3iTYg@ASOOL`76?Vs)@0bfmXOv$ODwu9fBJpjP_Kjs*1H4IaZ_~0tM0J67=$ZGxkl~D|G^lKk zrO+a^p(bSKR0P`EwKigaK5r7GhP*Q25Vy18u}wo z2j0dj>FpMu+BG-#2Fy`tbbFjjf5U)(V4ZHOis4jWX9xzW%4NAeJ^*bD35*aOGuL8l z8zXBm4mVdn8ZLb-P2Rq!ck(@a=a{l0P8jXq;D(QxhrcrlC8=>TJ?Vv#7vXw;)T5BW&F~$ zxCceMSzO7sH43AqAMD}<=Z0FHPS5EJf4%(pPvBdXSmX@By&8grcqm^SoC)?Q`2ZZA(L@GN89l>DES~TXASYPnlg_e75rq}u7;Nk z;|o3}DEBDRR_FZ8^taEAzhH!C@_^$ruH;hLX{~lmwcl!rE+sSbfCE#d8#VPmBJ<*e z0->BE@59HN0UP0ioH9=L2?YWZ0b<0dj_xu(ICu;DdB&q4D~}!uICD&ULPqsIUE&1MOYc;s?yk)Fq{)+Mc}O)dR0DjpR!r-W18690Ba{! z)qt^eP7qBso`00)k6{`=m4px;_8h==a0Dmycg(q?t<3knUjehngm+>yUaFWewGOol zpEQ-+|6c#gdfB6r5}vj;|E;+1a86@ZlEpdCIdH{b&>15vE z#zBZdm^-N#A+XdlS0)kfM_zYT`1V^GnGedat99-9&L9G(o*53pv)M>W2IWQV869|Y zj;}wo?9OK0L#xW5(0{tiLV-~QPfmE9>l+Fw*{+YeZ{^WIuBE z?&TLP*LhxY1!Js^MHWjzNp7-EbhXN-@wybqzWlZaXT*HlmuDSPnnJ5Zt#3Sk=N#9{ z8|`*eq3$f*<09H%J*9ap1W79uuAqHNjG5AmjH@m37t;j!_wQ}(%C zCLu*|edFjMLO2mS>0;9!*3fIr?Z}^CjmD|RF%mU3kNY`|Xn%P%vFVTH7e9?$ry|CL z&B*d)_VU5RL#Dz`UsRL*XEqU5uanUSC&cn%sSAF)xVGKeU-~PoPPgY}1s8bB`V81# zRoaF$^ayAZiT56<3isuT)wcIX$XwCkk)BG1p``e%z^ciSu6vRPp>;?1fAqR{dx%}( zPZcfdM|B>kFS)FFcDc?@^V8Lr>6i$4UW_{KQdL3Oh%yGrj+YS!iNutt5TtjTW~lUn zkWQzr2|x&Vhc2=AAWXz{i|o<*#AHI*Z{f2MSIWD&=aAovLp;x((cg|AdE>3_;U~XH zP@R7XsFp&fV~`DAx1EbY=bd|?<~1>;?xXUHOn+xyoN&{EBLy_@k4^Q9-^IC}I`VLJ z`FYmozBthDYK*?#wUv)JVeY@F@#5UI{E)er&TUWEzgRP7}0w6^$f(UlDE> z7*mdB>}paY?{$nZ8h>amRH*`O(rxM|t21`H%JTO)BrA*`pVvA^0>;-%O{K-3_B-om zHT%4{PeAl(lSZF@e6STLfFu`iqG^B`!1yJWSS(}Ld+(=|;#RyEIW36J*vB2dk>PX) z|Fut|B;lF}OXvP|nO{Vbbga9x&xMx}0Z*54HxS@ewO*uEd4ers_0*zvJJZ^>QXKVK zj^jWNF3)yiPEP2JOnLPuA867tM(C#>0-=T@yd0I#*2WPZ8|lwKprm|nhCU%De<*UG zpk4;Fk-Frf_#D5l#RH^HnP3f5*|s?(ytIrw;Yn3fkJe`OI87Fr>?f!HT=_OOl4T+u$`2^|cP4F+VPHm%iI1E;b^Qm`+Q`@HsTF}Xq5?B8N)R!t8>V9VBS0?W(XN0ln??r@C zm+;J+-W~p>l%f1DXBMmV%=J0xh=`6=W=mJ~^%x%YI<8cOL*n*b_j(!Om5mtkPSe39 z;TXG+gt30B7S6mt@bW`8{}b1E1)0n$Yh79Oa|4HmguGnYQW6r9S2;rQuMB?t=a`4; zbOp0^hAu}BNnlk2m?lkHKHM{*gF0Sk6!F#q@xmebB*FeBuC*s5rQ>+1Yj|l;{J@km zbCDB{qa!A&JG2cW+%ph^blr$sF3_NKXprlYG!+?K?WSkEbbz+P7vl$IXT z6R7?b{q`=(!#{%(EWNjK@voQ?Q({_B$UGQ*)Hu!UA^q_`|FssciCd%Uo^DMiuDg|vMV!4QGQ{MtPxK$s8zY4q9)%{L-B z{A|lh3pJ#KgTo$77ik#JtD{%JbmNw^&lxB;b+;B|^q*ZO{un)h6isyeHvr#b*h*$l zQi+w<0n_LoObsy3{Fszdqv#W^fzj_q?mEtKmW zJLk_bQiW)`-#=9yyze5w@|D7N7?a*4OEC{I=$c4=7iMMQc z9PMQnGvrpSYTBzd^ndv>uMC)|R(Gdf)MTkCileLtf*dd`@1 z;CPQ`D`q7(6W-OOU2%yZ?&j;6UJzSbz8Li<%!lP$K$2hWZ^BpD(C_-qK7WW|9i-KD zH$@EgyS1cyySokMHdioq1w_RQB(P#M*l+F zkQt-F1ab_mne0T6Hqut5N_FA=KwaUAG?{+NAHS0cqD>f@k_>tM zo=zlXcUSm5rQkuBEQLYGAzZ!a#iha3$KUI1(xOt<3fum3BStH-W7#e}UuOCi@6mz7 z7()8lI>4ZlzD29?T3cB@r4Gz3$qSpkjhdYYUO~T`JV(>=7Y8PJ__Q#ehAtfi28s7r zriYFc;K8c`bJtrqQ+~my%FuhlM5P)n)sZxFG$>eu8E&MFqPp{IV-~nu8k1|J{X^)x z#<+U1c`*Tt7ghCo+^kuXldQ1ZQdclfztfzzc+wA@v3P}Ck3jm5&+fsZ7Hmw#2{Yq$ zi@R2lGpuDt0-iKf51v7wtw*L<%L4=?sTTppX)sHXJX|Ul$LG$ddZ31xJb5~GGpR!W z2^w<}yGni7q;*kG?-pOKEM3e&sYUDHn4*}LR}^m*gCSWO_l#boZyuBUGR;(5JY^yK zB?DzGN+i$M0~5|UBrp6TF+^^@7nqr=z%sm*s6)rM=tDoKL+^id4S22+3P zbG6KLY=XP|3znwUIN?~-2Z0{&gTK%=C5xYU@_y8<0r{edw7413-v*#4Gl zbd!1$K3<)m-XsuObif?}=H|6jA3Yhb00sHDfsvcE*zv)BpkmPkDa}Uf=IDi5d0K>s zRz|FtcSan0c?WpLzlD-<4WaZQY6rvTZE)0|@ps_*42zxK)@WnS zVn@zgD({H^?|v7tqILgewPyR-k{!x=p_dzw`3vff%hP z=zg$T-p*sPxSA1Z@YokAXzjIPo%+P zJ>5kQDBSvbNz1|4?TDJ=&m*^wW(OY2ycpsZTEsK{jP?9=_2!ArpnT#Va1K~;R!r*);cB!-0x)g5j~-?2KMV&&Tx-wD9>sfQ|xDYN9%lhC6^1fHw{INg8JHzxQ((#ixN~^ zg~U`p9190ul@tE-=Z~n=Pub80UXe(l%<47eI`?mdsjecF#jZ+FROMwA>hHJAqMdR> zx^U95sc5%2)xr|!ZyxE8?{99@OG=e?|M1+G+8-Uv1HV7r=2i|O2_A0Oo_CM`yjI5C zb~TkXT(8PS2H!O!4k_jp?9oSl`CK~+XHz&wRM6)eLZkyzM+=ItzoMN9`Sd4@X&*^Q zbsCWLL*4ZIsk{X8!%!RBVMHc`Vu7H4XP6~-0RB;_G* z*DpuSy&B%tpvhn`&V0z*Me>f~^-Ha|wtl!I<$2{!nd_hOTjIkf;Z}Uhh738!i-M@V zTLwJp)jSptuiTLm=u1;cDoAKWvQ5w_^e)IGQm5`{O5BsXq5mccuc1hHrBTm`N4XMQVVB`so-q_z3d+%{ZV#)>%Og0EMd`K1h=w|~ zy&@_352-b*PUGJ?37$*0FS%JVDu`jP7wnRd4{1(GEdL5nJEL%bSKo`7Xmlcld)?(c z4(-*M>98UY%=yzx@Y>!3`TiN@{*^rHIG+7$ynfcFNV^}H@U2A$S_C?by9Dh}GO~_7 zObr1YC*_^XsHk#%hJ4@>$8vI9kcOCwRe}CASF~%4s_sAT81#t;`mUu`AZy^8|z~ znwPA|SVh-7NE0)~>BI({&}S@TB6M$42YY-{7b_jCQ#-W!FcXXF2m#Z^sDwP`cwe{? zK-5IXXb}&Gp(F=Y2w$Ep-csG2 zNvK%}Nv2M9NxJm09wPpH;@vav3Kv_kJS93Gie}2|Gt%EL8qDuLFQf7(Utm%Qk`M;T z5tFBD(D2)G#0oQPR>eK!Fs!XzG3hV{P#Vj#Viq=I_vno%r5zMD&WRl@Ar0Q-=tR(%;%3a6>O(+9))>uuRS@oegZ=97-3c z2Fhim9X8#^e!vvn0pQl&3v6;{NZ6 z7hi-R-i4xf3k7gr3>Hs+XA2#g)B|Blqk05rb)5HH**k9AoY>con4Lm7|Ocd_HicU%qFT zUuU?#s*#(JiO~|0YVD{!3}Z@Q>SWU2v$snP$zlrlrM=1!(~@4_3Lf!Z`~c&ODad$U z&D6zk{;+8V?JQYl>R{q~`oeaeXmw@$-3-NPF&h4bPkr^WsyzW{x;b-G^FV=%;f2U= zaG>{hv?FZ3M<~{FiKZ2k2n#DZFo`!^PK#jUii+k(Lhy@5fjZRcpE^QjR`D0Qh99Sy z3NFiGqcG0L?$&SN+58i~a~k!qL-{f)dPz1=bl;$onf|`PWFszA8wU3;Ta2#|HNz(W zzg!WHJj2yhg2#?Z_DChr=1>JY){{h+RhJ5@??NE#H<4FsANqM%u87V#lg>jBd z%O1yl*}ACFpk;A)7E_n{&xymoyv*=`v`*3mP<#(xQ5tePG2!H*T~>VSf)FHGi4par zPpFz~738|7Ampun)Uc9#wVfa0=W^Zf;m z8)By~bhA-+SrtSn2>EEeGBt9XSKUSyu2`Jz)9W8$7okzL8K89hRaVlJ{_ZOo&Chtl z!aV$hu4{g92Ws}~m}xmF^V_q6S}`sMwBJYd(`(_nRqN06i48mlyxt{fjV8Uu8 zn@{K~O5hZQuIi1uBio*}t&ez`9x&YbKwdn0RLfCm+U!zi!yTJc`N&&g?QP77p(np= zO-~IuN(&jUeA{9Bf%MEC-*R*;oK$NbU@ww+Op=j?^@(Eyo5ZSccWQ+7bTG8>PwVW( zi=Wb2)_Unja+x_Qly?8;!F3G2H}AYC|IIR?r&Dz8AjRpvhFuTjMGS1t!;PA4)S3o* z8l&bSUz{meuC99|;A?x!%-hMFddS4rYvl!ny=yL?9d0m8hLp)nv?B32r_xVl9NGUa z%m?wktH!^)s&Da4fi=}~ibDxj9OK3<7u~|WqlAJh&K{X^5mP`?2W1XM(Vn2CKJEK^ z?f&9j4-B>oUIeb4Z8Lt~%Qp}==N@sYC~E6=K|A}jsY|FOc^KA1SQCFcS!;xq#rC}7 zFUH2v*cN=9Klzgg1!Br1*9;4B(pm?N1I4>O$%||?NO-wJ!}9rk-AI#j<`9Ewe=BP3 zylEYgwLPAD${!1X0pIfis;gZCA*Qp}?v0?*PnU)$V4Xj0S>ILbjt2%Jf}ft>jJ~3% zQ1Z3kHI>Td)jgKuTMxj&%W|2$q}$wk4TZ}eu6 zT*-S4hlV^iTSYx37{2wFUXxectdlZ=G?GAKy7cv?!R9kgWGm-YC9dRm^35OUtlu^n z*sz+&rtk3+k4Usi_|acEm!6_4ezg8feB>N>>(=&g5rm|foE3!geUK>yTOFAzThfyc z4L;ff=k;i5m}1?k4~Mq(*ed!v40`4DQKVrdyQno9<^13~lwIpKQY`U6ZM)$2*ojA? zp1Sm|&)>ASH6~A#YyHqKyI1e)GAI&)yugD@g+n+(!~jywl-Wcj^*nty-+N)j%WmW< z@mCsH%dhD2kTq{~Xff#>gy@mJzV&{~HKX75ea+}Cc(VEX1!omHw~bbZD%%94iN#hm zsaqTN)g?W7OpFoJ|$oA$dQ=S>ADlYz|d=Rl~I;26y zG%u=i$*GfVy*kARGcTiD(Oea4H;uF62 z9eb(hJT-`=yVrj}s0NJo^H|jedsO>drK$WF^hohgO?|-^_)$tq{oZ_1` zGJ9^gHfyh57+}hxvxeA+U?rWq<4WY_%CoyEQL?Uyz2{&OCYq$<%PC9>P-3?mg%NP0>gMyd(KMKhcAPkbB3DgqY)$ zgMYsB=T=?5q&W~d^pk?_mn zvlKN@6MsA^*S{0Lc~3ToV3iMps-GS-emi;)UdXuVwYtw;7v+_n{y6qzgSSR_{_; zsk9s0zu8=oZW2rU?))aye&dD!i&5LY=_25;dJi+??1UsOW1|Fafm(%SrM9b`x{=^1 z6X`*>DM0HNI zNLd{R0v&Om1$73Z)w%7j+{r-bRud8U6x;Mj>?@+qDq)+3}FVR_QOCMFWd18Z9BtzBE~(e*VgZrU!< z_)5OhX6qqc(hq1m*>!KTR|T%nR|RYQhEaz`l@+Zdpm&-EO+G5L>kyjFrEgNF$D*Y! zFRp$K(Zz=cVud9Lq? z{BPbL(f#q6pJ>=#cxi&D5cWekM2U+=YgZ2KGp=2EpB!Lfk8l;&`w(y3D3UvV_BDfN zWFnKfj6Byk7kZ%rI5vjzs=Mn$5%tT|G6k72=rizIXyPNAzZA9lZy;F9uzNRkqROoL z)fK)N55Dz$jaD}qpO|@+Kr)IwOU9p2zfq$rCo_^!5>i-{dW@BaKZ;=TPxSJ#EGJJa zy4Kj+ea^Sd?69@7vnxN$qg*~% zh}|dJQ{I3z9zkB|O-TtEHz{ob*N6S^BAW9a{k3%3c}12Z&g`=NgVT4^AY&A{c!o_?#T_0Od9Z;g5(2&+aK zo;oXmrO9P+{X%qLfw#N$j0*28Td(TD3V;1QuX(x;kiD9SNvBMK(DS#KOy0-zMn6B{ z_{%75H}Z_X^ed6Z=@gl$@;Y$|rNy8z@R>KtAtoxhT=dnvSpfwF1!U1O;rCl@)1IpO zLUjLW(Ok+NdfnYR-2#`DJyT|UgbGNvQr_% zL((whZB$z~3Jc+sX6rlvV%)x9Db0T~sNqfkIIQhXN#$Jlwc7pp|NJtUAF1<2i$1wY zg|R)ABg7>nihX)QYi{#Dp{S1;HR5_Hc@Z8;!C-|kSEukj%XgQMQ=uTcVA5TS#acrX zoXu)>z5a)(FQs<$`%!}HaZ+bZ2AjSEQCR!KVx4x?{zq?j%(Tu|U^>Ljj)urgT{0uh zq%;mJ$5V7**hD{7-Z7@zO`I|;P$it%NKvaP%4bcF2xz@qR9^;Z4ibv&On2qRKn~2V zFHcqnV1`Kas9fA0Z7G|CJYjRm?;otcb<7{Pyk++0>$G$0bCDt)MdXJfonW5g4QL_y z;fV5b)r?Z8V*H&M3dOFR`D?!L#@1ezwt_ytV=;gcK?NoT3o9%s!OxzrSWpcH?fSKD z9P3zB@M1#W4ySX$!-HFoKQ;K~wlG|Wdq?_!&dm4yRXgux3gjl_XHMf~XnBBRDru3I=!2*?w8cVF!=Uf!1$ZLef*-1EUnIss>+?84shT|R-i9_EhsJcBsL@@SRYm7yY~IuqId$?#A38_u(Wi%% zCrJYE+`&pWUUS7IF%y$YjjVfN=!E-uwXOrfWHAZWBn5ab@mG2&LHkuOJwZ}z{c^o; zc5MPeRYQE!qg&S;uWs%(3Ow!QgLG}I?sdYf36v>I6S~5De4z zV)n?!e*eq-J=-rfet2{3!S>w;8mg<8Qc+rCb;0Qh-GE}|vj$KiFl6sELMh|b2xz{; zFIlJ7@nAa%7GG8_1R)m7Mbxer1U>4a1{cKvsP=kau0-Rdqew%glP49tUUyrvu+jm; zeIX6ZTI@=FFAhws%%4?;muV6+wUQvAfnm3npx97R2=SSFX-$Xb@Vc4y{EcD8oqrSL z{U@;N(HG8HjSXe6h6Z7Z_|gLNpnIBjxY|?(K1Il+Q7f14V`9?SmL8SMO#Rw9d|3`Q z&!9BBv=JydvkmR7L820}c1-0PhkCh#cELrZ2nJ`PU|5&J-#ol|yQjsqttLNS-1RFA zW>qX?rj@qYUWfYOYLX(_!@3vnZYlV18afMZiKU&MM75w&W*?fxQ&X|Wok0_dI5(_^ z#)fjb{;qn?5Xi?O0IK?gxoB|U=qVF*`osnP*g0p-IAaV=njTpYQfzImmzd(*|3Vpd zI3RCf3e{HN*TS!+%6UXvs}|HAf}PA!+EAA|pl={ZCO)7zlt`oHe#pRH4gV z%~yT^2mzw{nup@N9H^hqA3!8RhXBk0!`51@e;g>U0PFmV^DG{2xpCoxV&~>Fqr=YJ z=;M;WQxRvZ4dZ8#*Y6cF&HxxMzt#9kt1;#JQau(zxV}WValDkB2;l(qve$8J-qQiZ z&@;IWEBp&ifrMG09JK4$rAE8K0GlK4|8#|EXnE|P2j4tII&@%(wKKOywXU3Z^cxcLZ#6V!F5}y>0%0+685AK&6c+um*s) z6pz971qFF~KN(E^>Fa>p4!htr!+L&|dA=l-bMKH)5EzgH%A=@OYuW#&)OmhPM1>u) z`Xi_{qE!ZS`aDz1^*puM?XcVV0(`4}!^6 z9=ggfx57fCLovH7+3_CGZfLRxiKkv~Ov43%%;tj+!B%_stm7}kHPC5d6W<4H(Khbj z;;Wi#1->^lj%BnD?Y8qY{W^fwSrcWG_hkzu3Q0e^R?vq?RNud z%|PVQD1d4mpP^Mv^d=lt?nOr5bY^99YPOz?9Z(NF4)amKtWnWqtjZd(tcI_!_SnbrSo|pgmu2i1{x-6X}A$00$ zGVnwlJuGpDUJ@;81se`mB*u4!9LwuONx-m*`R%ptmM4`sLhs=HQytFdnUkA98+QHI z<_tR5Y;LQ>zJ1m?QQ?ypySmnlP9Jg<0R#qx1LNP0`NiGGKx$7dqZVc<6iCebxTIAa?6o>eV@K650}Z`*`_*GPb5aH}Qa=xt13$ z`y|%s%L0;SRQ8x_H#(MIxoQt8$mZhvNq(~ zxyA&Y>jbia)iw0)FKIOoKYZE~#)YrGKJ44wGySw~t8oNl&UViQJ2oi5q&NJT?}(pD zd#OFi-VwBxL;DXpOJ7SziZeJf<2KeJ;U0R07lTR-U*s4fU* z{<&=4kZKxWqm*2&(G8e(!nlQ=u^VYwp$xk4#3Fa#bF7)hNR}gA}g_~SvrA%t6dwJ+|b7g_J(Z`QmKt+vIZ2 z#Lj}Axgzskg_r2)WvM`K;O!z}3~W0+W$M`TA2$jmZ0Cy4HbO_*Myl=QdKL{#+I;;l zGM&&`S}E`LgnQ+(;?R?P;1qTQ`cO`~1~YdmYZj_9Bs$mBcSqc9!JD5m%NqpEN35&h zZ!`fyAL#g=OXnoUv4`IZ9yA{v9^Sed(rW>AOl&orFIK94GwGUGXUPQIh**>rvKOGB z7C`dE$}Hx@dDjiw19HGcfC)_Q+bO;D?rYzc$n9g^_2V>)bB5ItUY6tHD}};D@(8w| zuLI|kSf6;jeU%U4`z#@*dZ+8Xv?NoY4g=G5y~jd;OVDrf;Y+~W_VA6R+tFR$3`)>92OKV{~ZuonMDvXNv~{Ak{^>QykI_l2sqho+@aSk_Y8F~^apeSA2P)? zOIdVxO8ybX7ArQHeP_ulSneBgK2Kf-J){onbk}CsET&5J?y@fb7_{1^tcXa+&2{MF+1YXQ z{|V7SUJ~+zzN#lsycg?!y+p=5U#Pb2f~V)+4xU6Aoc{7C)c5~G9c$rG+X# zr9ri(-vO|^M&xYNlYr4%$)7Vx>yE!D2y=2f!CV&0*t*-s%Lzyh#lK(Z5IgkxGriso zXu;xrrqaRuUyI+T>u9k+rG#x;C4clU<-)K6VH-C8mtT$^1;pQG@JPI=G0N-E!{1L= zo$)^1TQXm{Oo_yVo*B8>2)ZgR>m(r|0lLgSYO)f~sJ;`@%Riep)86ca>EJMnl1ojPzcYcYo*KV)zrV`S^dv-q%E4L>zKO%~nDZ9%nK1 z={0)?dZT21G@&Q)NjtjXNwm5ws?yR)oEPVCbLuLgenuaL{$j#L3AZLJ zag)yDaXXJ2#;Nz^2;P<7!r7V8s#7d<@8k}N4u|Bux!;JB)s@`8lbabcpBwMo-xHv?(1!Dt`&1zwa|I?F#3lF5oZQo!$WN|3lkZ zJba*ToOI&ycCE*7c>STNf`qD@020tzffodRK8z8;N)1W=Eo)ON(SFYoNWnWw_-6CA@Q{ z!;_j+6q0#?Z-ym=u6xhG-{idMlWx1@^3Hv8FKViSIxnbSDQry?$;23#9}LL%1~@+H zPgT+d|`*6q}YoBr&2WCv)&P2e?lqJ7V-dJx(6_H|G2XN5gqDnoHwVTW(^b#NiZ zCd0*6xl@L*9_Q;mjd{4LJ!T-!n>3a)^xn)%llX3`xl|$d4MNon&%9PrlNmD2 zdcBCp==;U%svB4bL2FG4z32=XTOXY?o82R)hTezmRTB@upRrC1;O3BJmVg5w^GVUP zsuO^+Rvz`j4-vy=QeG9;_}f+A!xEM$rP}sOlTIO0Secgf0MPSa(pwN24n6QZelp;0r@HWWclu^8u3r`}p6 zqC3=hV#6T;{jFKrn*Jh<&*@TgqH*M_ErPgH-6tM?#Gv6X1JJQn5Tdn%8Fr<(KK#{t zF3?gLj~L))SXDTue8%0W(knYm#QCb$ZJ_wIMwr3&tp*oLjeOK3%dL)&%AGfP+z}Bv zy<1^+fPBcT@9y4^)KlTs^DsWe2b+I$32ItWG{8>Czjn_WhNXq4-}yP0IDGo|x`C}{ zMu3ot+j(>g*d(PXXU|E{NjP!uZ^y~JbR72z?U)=SJ9T!|KZ|KeIyE9)T_Opra%~w3 z=61FDyu1?bl^ zx$sL3>#(P<6QElF3>e$DL-y0{$qy9*=zl&7&rQ%DK)-27wBy6NJkjW?*=J6dsfr3W zf_j;{V{QyBgE-HBmLn*#Kgk-_+O?oDBIOx8`w9-EFl*04J-IoPAKvaXf^vl$iunDT z6#lPbDlj-#cnR@m5xl*#cA(=j#-M^x=bQeNSCvGIi}MJ{3Xi6p9h7#MIfq?Ip5)7O z9#6_7D!w9VWmLPKpjGOvTLYjwVB3ESeTxTz z3)$m#^eqxBEwxO4o=Sh;Rg|WeT{eltw$V2YG%P^Z02M2V{~dYLf-Vfe4C7k0c=z}pJzHeoG`@ZGhx`Y&+o>ERzvX{T)IU!qK$ zgWGH|1G5lf*EbYaW@sAqz(cl_m0u}6&^aBxI)y7z@vL=uIwZHOq=g^g%)RiZC)Q_w zPT!E=S`oL_>wm3uCug5rU!RS~+qyucCTP3gV~Gs+d-=gT9-pn{THBF#HA_jze!zQ` z-bYGSq#{;;xNc}-Vv@h;i?@!W{{j8Eg6jxRl~BFRKBO>~#L)d=H!4%PvHkx-q$6m| zy?%bs*khN)Yq0ON9Zsj|+6fB49m6K-Q(xit@F(Sgj(9ge4nloB>mMdNpqf#u<+`-q zzV7>*)Xy~l{qX(r&&qEL*8DT&6%d%>Bl@r|7hVyZqYS`@iQje%= z86rtNjj)Em;x9L|o=jS~w{3X--@N;`1*V;2W(^$seq=jrW@>)o3}hE{OxHL4EtV@E z=C*WgN%uPlQ9IYS7zlP~nyxm$($M<6gi`j_@MeNtCBB^mHN$rZ5J-DUnU>h-4a;0> zux(@o$0xt)uLwH{i(R+1cVppx%k96;Fj^#NpT~ev*`4+N#{dEf-XoXd!>dM zM40wX=33Hsr>ODV{@9wGnO`?1z%M_^uV-@Ge;_xUrQ~Tjb=I*{_><+ ztivc;%EI7#z+wD>(d6^O%CPxPL7k!X1ir>WUj+JzK+P`w_U(AzO17KL4ZUO`tFeD> zHA=9~ZguD_@1E8M^ufvRhLuiv9uH@V&RbR{ydJT~@^MfI%vC*HwKQvnaNT?UUviWD zU%=SA{gvdwV+S#4eFgf&w%8NI{5wp$N6>MyMD{uraP?59?8nYRtt72-GUws2~99BokYAU z)-k0eTdu9E9kY$5)=XO@#%Dsm?PuQtn#Y2EhD!uZ2!EqQhK|-zihO zRgx0SIaQ zS35S2P?PTW=YzJANn74Bzb&^0biVutaA)MXcdlH8uw1;qY|XkG{@00SS9 zx;=MH_?-Ce>s=y4zNL_{x;M-*>-hF3D$`wQswoiS(?S5`j+kL%S5PLDlzOrGIBwJc z&#VNq@o>gk^j>>5MY(;aZPX)i6++OC4t_Hk#+uxF#X$0 zg@DmwHQH87IhHy^vhKEa5|Mg;Jre$FGi!Y2&V30vQAro~IqvQu|BTx~6C-3!`yYt; zylUm~fL`ZG2XIJw;XVN9aE3W*wVM2|ec|Ui6gm1nJPYgb7a`T7mF*-D>?Xgv<=RFA zcm44LfZct$WY-Lwx*0i|qCEq7eq`ySA22J}k!G3{oB^$;vF?64=zT4Dw3 z*0Vy-f0;#NtBHiWQNxy_-z8Cgh2mm^*6NH%amLmd#9nY)iaPzwjRNv+s5UlzHHEdY5g2ypJmAe_-1;X0 ztiM*HewQxTqiu3@?A6S+x7!U7oX|bA6L!i7pRfG0X6ZFa!2hRG_IP{_Vwz#ex@P(} zYdRpD)7>E>ZdEf|*QwIK0c@*5`h+mzk;J%0`Nxts7td}t){u25tlD*Sgnl*I1gjAy zdUK)9EO7rjwjM0-PB=5=SNb6b>PnU59bDe?Y__vM%bFd_=%sUW_IL_m@Z%$+L}v}Zoxp?>BZeqRcB-V>8F$2MEma0wKkUNW$J2HeV9#6 zbHJT$Eieo}MImM{ope`ZZnQxFstX8Gn+!}_AK~7W9nz@yE*SCrDwYL@+H4h6Os}fg z-xdzx9TRgiZU4zkPg?3txEM-F8WuI{u^db{vRy;cn8>cP$^wHM%5fr#T)6}(2ZDkS)shn^u*dlO|UmsN>~ z%Ng~n)3C#k^)aHLVod2mQO`Zjr2+RKS{!+&4sSeI=qtE7Tvmseu?xIR|Le^{n50U+D3-xzIl!(xD1B zb% z|0_W(BqiM1@jLxrv?ltO2w1b{SetQHS!Hpxlkwx5j$1s0bJMlSnJojemKGhI`eCVf zVXVI@R)&_Zdx3rghL!PO&S=PYW77V>2oR#HpT!36KkzpptUa8v^Z2>Oo%@v4#9gnS zND)0TfG)Q&|2=Glt-Gzri5);0tUEcheKrJAx!xB1`v1uK@^Gl$|NVNW&|*oYMV2wq zW{FDneVJ^LrK}ZE5!o|is3=snQDjfDjV&bWkWx%pVhq_vF^qMlY?Eco_c>20ti52l#i1 z9a8>Nh#~hBjBNJn%nbdeDe(JxVC*qs>}kQXg`j`MmQw3Qw90cJi0Tz)^Q_cE`~t^k>&esiCPY8d=l?&>5FA#qqQkL)P$R zL6HSExYlC^>ia!g-b>!zZdMwL=h(6;KDn(o9JIP8PQF-^?FETlSPxK}4N$_B7YNEPU7rgM^b z6)*=zsQmbAWhr%2Y&?q3dq(qF(Ljp7j9M!fO2y{r(l#mE^v8u#fH8q3u6Uc#6*qF7+pN2YAHy6QeFo zS8yQaQbQeI3>|<12etptvp&_|rscJgc-yvhPqk@QK!=d94HOz|SM8^kBlow-jyV4E z3A8RN*N&*_sPOC@O==>cViMBBqbpAH61ToyU9doUjK5YYSx`5#q&yF9C__*(nZApv z*{C#KCC=-{dmXDy?y2}<(;;7X~+H5=2is@R@wa-*sIR>L0p7roqsv;pTk=3?|ydRBZubc zMzi*|=Z`@gb!JmDR*UP!ebgDpxu{-7v~}$Dqvl3x&&XjfCZdDII?G zM_*Av;ofz9m84lN5PU~g=*MD>VY_H?uCv=6)Pi^n-mh<{lSyd5$IlQP(0dKrvG9=X1n0^Sc zluSxoqNPp-G247q&&~d=(!ulGx#dmz=ZC5H&k68cnY7@ej+{B4pf_^}w>7X<{-&Qp zdK>jmGLZq+gi*N6$k+&Q%So)?{|*8(gffBmA;+b8gz{7Lp)BL+{UP+}ky;1C*a9JV zHGT#yjv!qZ4|xHIJ>VLYWQODsN4Z*>pwj;;8-QDGFlv&vypZcYecHhPm5&dj!TBq{ z+X`XiYdg$^vXK-d%b7V1FNQ{`M=@YXUA!9HQLg~5c=B%(`8WA}1{CZIIq);j`OONC zQpP3zgy=8Sc8FJHM8WaA_4F)cvjK*@;=<$|uLB*{)y3$z!Hzz()lj+f=grGV_C7wf z9cth%#3TqT?Kh6;YnOhw``Y>RuODYac^>ea+UxJAM+Lvl4SsG{UYHKBALm8YCe=cc z541$)DdsK%kP%tI4X`pnFQd^2&E!OnkEGgMdeSDz?U3yD@q`wPsz^CzfLT;gOUAhp zrL)?o7m7F$-i68`ljlJTpTtm)of%zvfv#*(5cHpC$BX}Dp?e59H}fis>vuRty6qUd zRUZEtSBw$GA0`o=fL#+wWD>DN)U$jo*FWYd>Hmak@DC4J?O{OW^Zt`=QxSlui0r~Al2t=%RBdZ#` zrYG%V;eqkAt{ClLcIOU&)4$`p1kqR4dDb5yzq~S0o8RTEV2SPt#J=9Kd~eb&o@}WA zYQMw*6L74Yi<$8G9Oma<I)Kyt6b@G?qVB*m?;;(+end7nME2SDlpw(b3@j0j{~M_PsMh0nK+wfW$DDv&bEUtWTFbMn5b4A*Y!-#|%84CPH>Jm; zA|m!%qbtQ=E~QGUX~JpiXo78rV|2O*A&_;q9sjPr=OyfwRsJq6;XJ`QyzBRlvdD9u zv$ZYc^*0sF<$ftV561a$;u9kvO=@3zC;-Jg37?}29>agk)l=A-kd5vRglqMK0xsKh zwQc~!x4zhF`y;b4FyhG1`OzO!m>)gZ_F9!D?4KIf)J9~=WkFffxvK4_b9cr=CKSkFZ2ff{JWq_bFrQq5U z!-_}}DyOdq(wLLPl29_BZ^6}<*jeviSR2XZMRdA#b&~h`t{w3%qQ;_uy0CW#SEUUw z&WB9MoQdb_(^7CTJ!vO~EB2PtG}KCGT$ubSXO%_j-lZ;-`)Fg}fgn6FYgwoBdo`G# z0Xiv|ULV`!6?tCl(!ouQuAj~&ZF9I%`^@QG{Ry(YH73y>E03=dU)JV4d%H#i6Eu*Y zOgdzH3Qe0!$*Comr-$VD0z^e_gbn`u`%)5KUdwjf3X3QVP*`qN#&0wCBSL^~YDbX| zVSf7h`lMRY8FX%4025(ifay@d^BPl7dk849-4}60y*xu9Hng98#QqJIt(zh=1-P?! z?ZP;Dc@#6I7NaKuW^7yQ_63kto{UMHSm_aj_Mu|yy5k>SPjK{H=!zocAf=Smu_GL~ zzyDG2t-2A5KP+{Q!uu1yDl@~vo_Y5u@jUFH;@8}y>wOH%MAjbdz>l}X`&y6((7hlY zpw6s_%zToSJFlsOXETq8j8MZ zQZw}$!>+t~g5`;)(n|&asVUv}aQUrZ%ZlqIiuHc|8SUX%>^LUaw4mqZs_2u2hOJ}2 z@2J`_@@k)UhQbvd8!AF<9f!Lfiv68uo0$r4~h0bJb9 zhJ9|cwR1-(Zzk7=J&no`?@(k)+0}x%j0j(ia+p%)R zmiJ(f@Q971);tikBF|NCH9rrtLQ4HE3$451KRg75C%k=mz~>S`%MBcyVVYoqKF%Cw zl(PCuh`h?)z|onnMxJhe74BehQU_4%C2)oMo@)f;%Rd3q_stC!RO=`zWfW5{B*WR;Nn?`iEcq0mn_gty@QI z+fC=ECffa*e)p^BZWBa5Yu5#0npe|D&=mbds%9v&r1~}LT#YIxeZI1W*A11CSgF`G zUz|&=O@{&*mgwKuTMPu{%@ZzcqoXo@}G@XXnlFux(dYyX{tkem}lTlh%*5 z8(6yPuZCHh{&b`e4(O;E2AI^o8FiEBg~8UDdIW~B%zB>C%wB^vCV09z;#kH$Y~sJ zHBGpaaItUR^2}<;n@4>C&{6cJ;v#zA(7(q&J2cZ)FF*H@b#%Hkq3U^4DMDN9_&rgd zyFbd0;7oVfHBGkyI0@q{D7gGndhQh1df*3zoMuya|3^6j7|lPrPr0S8A54c+#`nD$ z?gEUp!$tmYLEq3}#6){b66k7Ec*hr{EdXLqOYu&$YxWgx;m4GxP&F4$lE1Q=n+*sP zH17(@0!pEIz9zPJwlu!Ivs}G(w}GYU01&{%rPzI+UW7}^;dZRM)p)}3h2Z7E6Hhb5 zm)m?pTJZm)G5!y+KdgD!(pFQ`{cY9hN)4{a{WldqebK_C4$eYIQAZGia+fkqy7Ml$ zYX`J8a)3YU0e5UD7ViPFFZba_N1Z$8_r2R~{yae;r7~q%A`G2evwbaQNOwR7wed)< z_lxkvEk&+et2LODi6)1FT${SX4+nTNiAL*DXXt8kO|0|+HBamv*?ON(TZ=m)`hy4q z>_{(jzqWdi{p4%n6c(R~r>rLqA=BD(3np=X!%j*im(i3A>gJ4`)y7kPmEb;yh2hJ? ztOE}XuAl=C!T5Zo>7_g-X&koo&l1O?GS!d0epcI#J^^3;9GZFsSz;}(YKqeK-a9>d zrtjcXikxb1=MwEa#jyCsN=D2ajb5s(;*?R43YN6|SCR;&R@NjXX^U9X(@c}&VX?aB z6s&ETQ3b_7;pFHq37(pGWuh?{fz;*%NGq00=E^ek!9C(84=-C20w`Bl@pI!aLgMgR z?zE42)dwoxSUJthRO`>%h;roBj9jvbgE#w#BlL`DA???ZB+yLDp@A~klX*j_qjPn> z*B9;lfpL~0iK{lbRYP-^WW6Vrs$wH3J-rXhf$tF2%{+HmMWLj$c*Sy_I-hsA`IRTr zF<|309gvZ`QiEEO9Xf`p?YFG)S&|z%1J3?)UiP74)e$V+M}(}zp8U*BllN0orcYj8 z`kF0N5v>iB1Z$xc)unEP00RlT76Hn*PH>B_M;EDW){?mZAh@7%Q^x#)5WLoxb*%bS zAtBl$h)a)*c(*U6kEh1h92<1dA(2y%TkJPy8_BEbiZG6kKP}~PK-Sb$Z*Sza5(14fnwbo6d#yF^}lK7}|?iQURUg0u_{I+wr}# z>TJZh7Xj@i4TzhDyr+~}A-(;<#Q6!+Mb~-%`#U*yd+8+Qej`{~iVP*ABqx#OhQo%m z37jwUOyYu?%k%WFH@fD{fta%0fms=Bi1b`^ly0jG={Un{pNPdyy=4E5?-2CB>a_pi zy4Lv5&eO+w$2fx4!}VrTaJssjc*=SYeI^a6alucZ$C5}za$g|kZHgtX#f??l_dqj> zotxgPfx=3J8na%|d|Zds@quednHI@1dhcjob;%)};2@XvSX2#;c2pMM%og!G!v1b%fXA z(MB|Y*nuE8za%A%7u*}3-nOn?<>GH@(0+EV*#VyMhPBrT|3=f@Tw+{X1rKG?^B+8^ zDk1^=uzprTU3OJ|V{s>x@&E8(lGsRJPv+kD0H|w(CJy)Y^Y-XC>kRVCx#iqDqkgT3 zxZ4z9sUZ`7${>v60i4=Vo6G={2=YxA`eD4a32P632g6!G_+qh?#Xh9IHa!S06ihEp zAyoh3#OtV-mF#}us@*jFy|e2owx+mm(Qmq-#uTtwd9bvtDi;?Uc*n89iFb?_?H>(e zDG!#l76$YeevzK(I7zzYOYyAtQyA}jCMZ*GHmy9tcPB^UOukBC*gkv)5b>p)Xx;MTT%(=WxCLxngINk zj3}>t22vw&#-rxbjL6+IR%9jC0#E@OsI>{WaEu21N;Qc)`*276d(|_%r|<3Y%Jn=V z7YG4#&gLD>p~nUtS3n6+-Etn2I!9YwUM#uO&t5S&nNU@_!M8bnD|_Xf^0`aDB{BkC zwY9+fVLX3#dRsw!zM8@KAb47(wt#{elUyI4m6EQWw7`g;u@@O@=C=bN%tv;T{1=`6 zMLka~DSlK@!jA@?;Oime0B~1*xFIxjev;ZiSyIi~9S{<{0h53d?jE17 z`HKf{f38(G>^){eN?qND!PR~Law>@q$HlIZrkL*@uN;XFEh?&)0q=C3Fm>1nv*Qo@ zIvY3;3nLMQMX%hJa_7Jum1%R^qWHn`aC!U1IBRM5+e)B6n!`&PF&m_FXz$AbvIKWL zGsNsdmky`_6=A*dGB1c-8$4rnn%NNcZPGQ`zIDs%K%>{I<5QJ0J?YcaU0};AQgzqg zFYvrrgo96v3_USs;ysI~@xd5>WAETfgb_u@>II2-?=QG`YPZIP4bk>?%g_6VuO(?d zk#0ix?EB>r7co0t|K!BLPpy5wW|oUlR2Q1%rV(pdGk zy;5Moi0EWo$FhgNNb0~U^ZC%J+%o>3{lPbek`F z1#;(xY~s-os(5znPp~y6cv&PXc=5XOum=?=euzrnGAWQM1BNh^t0 z&1uQ5H0qEWdu#|TRdf%>H}zxz8`0gLA3o?Y=btMM6tMHIjz|v@*7W8rxe5!Jmv8RsBrBKp%55c>wT<6~H zGzz*mb+aJ=|#;X_g(E<6uXm>K%lS^sX5+ zF_wz9CaH?7_l+Jg!DJOt6Uicl#XfUS<^b2>w-v3Re9}P=W7ntBfu$VBOS2(4C_}J2 zOfeW z$Up%IA;-Bj5A&XUs2VEgZl~7fru_jfmW^z$%T})ymv#70qUtct{H@(?cioc>~JpmO5ixCKqcs&}(fesDuEcKUII8g}(S@%8Cp z>jzDdBuIo5^pI+A^uVi#)Jxkq&xm0}-`yV`D>7c+v=vS0)JWTqfuN3|M{YkY+R~7wtmB@mtuxbffWMT) zN;dx!>bHH2G~?`e`XqEqoX&vtqU-VpjT_0me634oJVV9QW|3DDlq`f7rP}>mX}|?x zolsdn91$@UvhS7!MJo-ZQqV5`S?SDDM4r#gTfg?{`WYns5dY}-yTMeqwK|rddc$@B z)Z=IyM@h>jg@M|{ePJ(K9mWrG-7h*=Xngm051R(8c_7%-3b%pwVFAC;O7}}m!JJ$b?B6L_ij)W_SVSO_72pq^=$OD zDanlHwaO4Akd1u0xx_<`I?Mtr{`TtQ+!tRQotN11!eZMoGJx-YsT>`t4ty$#mw_B@ z$|?XN1ji3wW`xI{@VQu0ju7s#!IjIfM^O+}XcJ2mvSZZKPHN_4)aHd7#YgUQ^1Bv| z^1+u~1289Dmh9omReSLTgTaO<4U)Yy#kpYVlU@0IXWL95ZcGQm>t}r{iDBI`{>x<+t9n)+ZGcXf0`F7 z+DM7_DP~XBo=+h$3#paRD5XUYBlP9DP>Zh&S%8o>F_x0UJk11FKPXA&OxF~PA=WLn z8>-nFg`(#DL|vs1UL$0`?4;D~hB;Hvc)WB-le z6=L5Ct0?P&xM>wE5c}b066CA{*obwYn8JR24|+ zyK!2DNp_D^JppAsz1-xXmoU7qD&A=Hv$P)I35Lk86#JaCp8F^bC!ABLR&yRdjZ|N5 zpHP1w)Xf^zvBW+bEpN|Mq~EvF9~TTB$b1#Iee{d_bwzD^eZ?2y7^kinxDSSW%QaA6 zt{s5zAEW9y4dyJ1;})ORJ6Ta42`%S#t~L)+5le5eogtaL4(!z%LRLkaz9}XPY=71M zwFmRqYtj?-Xv>Qt*`z)>T7uicVcW&XAc>litOIG1 z&1Y+dar@J@;F*DC`TCO8@uBPq3aA4>nAlJ~9TR`B|14LwLHtUnw};0jg#>XI07<$Y zO6*gO9qa{F|1zM-?M8T;b_~o6N0Vy-EE9xe-67~qAw~vNP3(*73iR77W3%V?*j%(& zxX#-k)5q#)sK}A71Ut&XL)iB%r5gvQ3^BmKNcn&LBG}vD0+5@F`D+SM;9U0y!NAL; z}Pv;Z~K5ak5iy@a2S4}Wvo`xk?D<;U8^}j`#lWfBl`|TfOcXIyP z={50WhC}%Y=lsr(wG*3tMT8q&W3F96Zx3s1Nxs2+I46$2u@d{JNJpi3C`lBE94kZL zoHRA^@yvJORdGvhR{NAlk3RnH{Iq_0hOIIuy5H4JL~EMCc^$pSW-NZyCh3H!MbR|O zTG-9;an|k-Rjqd;|=nnVLBb6lzY<))Piq%G-MyP z{z5Ka|1qYv;YAelUTH;fDB^O*FNa0e{S(aqAz|metB_VaR!>Kdf_)jz_hH+Vd5ELh zud7N5#1}s9qgTAEoOb&VIZHXKt-qI@*w@K?O^S%9-ZiW~%jkZ!q)vQXI$x9>?fDx$ za(ChCWkH=i%1+j|=!Zrw&aU3O8->WLt!S)cuK>i`yJFd5GLow9jU2Y|cY0L&Jc}RtjAyaLwBUd^e|geZ<&@j_%3z_rMG*(1R<+ zFBkXw#CZzsuvO;8Gf{rwIeO!8#Jj7LA&Fpvb_iYi!cK7;2n0*XCsf%x*%<$_=lGtH z1-VKWu`nHX&xzV9Z|nkfxW8)jYu)*I<>^!7gqA?GN6)yIyvn45gx_b)&ZnQws-Kg+w-ph{aIb%5$C?x)jjK*AW%w+&UEA>BAj*p>1olAg zaRNx#8NF_w$xS=F?uES;nJZHfzfA!1yP-Ki5cO1vw@zV*K6=?~j8vB!@vm<7R;xVT^da+yrl z8g!heApE+i>x99s>aGw2TBnX0>-wFbZI<1m0a#4}N>3vq`29{_eEl|3bT^ZsK6kCnE7ocot!k|sD*L& zXE%~iIS8DlK!9Bk&Au@p@Gdm|+&M0pTK1Gml$vEjyu(}?5_n>-i|j66Cm;jU?#fZ$M6(*~ZkByQ z=gFwOH5}Ux^ZP!x`7R$UtLc$^v3^e=zoN^bRMFt;R_%_ai7Dexa>4^6Zgd>zjO|Ci z4|u9a_PVbfHuHy->fBZL^nA|NmM3U zrj36um--I8%c>3G+C<0f8;7Moro=$)VJzUeX4Qo7@t=AW_+~77H33hF2^IwYM3Sz| zl!&{%t95#+C6A>S6$_~06WD2Hqum+yrc{LVJ6qlZ{mvfQo#u_3$9}sf?~UCPdFem} z2flI^#2I*{3lm_2ctHL|Ri+GyFwdfxx!+sL*~IYfjX6GtMxy^-^UWgyuS~ci;-WWw zJe6Wpb05dAzf#PBSjXRo9|}-OGr%Oe(9Yn4$^#-gYAlk665TtO$JH?hii4gXQop*C z_J&Q3>)m*|VH>#i&J3a5J5C&Ya&G20P|r&XNO1G_ULHTjXFtTp&uKXnQW|r6$U5FG zV!~}ea&SBj84Pn#5w@V9riCLy-dy=YcpVKoo(4;r)Qj?7_3k6hy_OAvLZ5;A9+Yo3 zYDb+7&y}5K(_(%aOzPrghQ4=nADuw2XT8$@HH=XLNUqRpD%m@C ze&*QsNPl{G%r+%Qs=M$r?#Q9Q%pDz{EPA(`dNr(g;t4ssIP{iCKD|&O#)X>K&Wrv& zEz(^DG`ly5w4JbZ(?#6zEkyU1TS)dI=cz_&h|9}Q-LB4oo=nYgQLQN85#KN z+gl9(IW|^^7W$Gnh&_QXi=CkwVTh5&1oU#sWNk}*&U}+=O1orW?qtaJJ~>svIwQ(G zX9v{iP!6qym#xl&iUAFBVQEGZyN2zg_-G#&vyXq@)Vr7 z^Y!wOxoML!Wd)3TcSVF@nY^K5+*&KuX$y(H&o??4s3(=#`3gh7b@jySIHGK?5$cVt zJJAm(^{Ecjl&S3t^)Ej8Mz>ZCd%#8PIUy8Ksb8etO`OvRc;GN^AwA=q-?Jy-8_|3N zu-jwSRQE=s#=!A?b#+f#MnO*T6dilTW5 zsNVsS|9M?}8?@4*?mu=?g*Toizsb{<&$O+odFd2Sq0O4<*E;=!j$0WWB zjSjn}X_SskON}%L+6H&&=pV;Fvk$hJwv(~+(bZ|HKgp2n;mx9DC%aB6i$+hZBYlel zif=87!eH;*7la--B`w+eGR3bc>viBF&fw&7R!!n+4zoGsEVs^W8(x1)0sRkd9N@Ca zS{$s)hRL_SPweta@G@|A^WZ(;Cu5p5{rIF8tS_w^%}7+skY_%04k67ByNT1p4eQ3O z7lg(XqKZ91@jia}L;&(c!}iuucC+)p4c;ao$1k30bwutOoZrDbIKk6R+wkZM`xD`_ zpLt3rPX#EQ;H@9P(uWz-QR>HKV6a;j9m+aQ2~(?PMZFC6yAM<=LYRiv%BHsp^HeNeRh z*L&NJ*GnsG)bKmhQvxEfG&qHuOE2VX+r8V*&{WcuG)TvvxE?|{w+B-XiCwco8`&%WeVn!XlGSz64c_P{+bB4E3VE{4x;F z&TkNYIQ|~Re;@14SlN^AvB$Znq_#>A=jvN+6GeX-cmwZGrh>Llo+gHpcdGF;z@Uui zyAZ)i_24pd4up`MfqCo^$_8MvX~Xo6Z?l%s!R`ADp0#KxD)iO_DvzW&4L_Kvh*dvZ zE8=~$_Uo9n?3lmwFt`RIs7{Q zna19dubn&bv3!`W#ihXWal*V&#fEdL9z=lWr(_c*g5aaA#E0;ZTQ}FMBYg_9Xu~B# zLo+_U4Q*QxpU)v3<2BP+M;&q){7aSB?B4HGXs*0z_m%H$W0W)}lGk&U0&l1<$;}Ef>E^S5h zn!@mT;$pNpgC?eDk>+-CiFNq7QAs)b|1a zxU+_l`JsGTQ7_~61416*Jy!5kulIJ66QwtOU2wVlIaGfjyv_8#mxF15AixEoyv@=U zvR>0pv)^$wRb0m(-^My5h+ov=l0w{!tiRnAXD`t)l|T&-`cR8925u0Y%)QfcNFdW2 z_8-Jsho4_5{4^WXa>C^KLDj^{0}P($aw|MwSa&&zQ&nzC`R{%Z444u8#{w32rz4vF=_T9T)!8tg+Jxq!j?uyyCNA-pvvW#46 zNeXH-U%sAh+UALcyM`zzagq;b(S&%jnBPkdsw&L6F97%Vve#d;9r4?uNFTQivL6w6 zRe#Az_wFG!YZ`_-J5&Rb%FIzq%FMh4+|wF!dq|j|s^bvfz6Ge0Rj4Ilweu`9RAu>xK!{yMVr0$Lze%!{V!BhV_r%ZjqCGx$FH%e4X#<8#<(v z&zgLluG%MWEKuKcT(;-?9Z)=#&~%u;b22ksFKgZ^zM<*XtO$PtNv{MRSnf6}z|YX5 z9pX3q51mRD;FQpm?mizZLM)Se%Y`Nh;DYl5UHxn|I`FtqF9-l~`JExV@ibtNd3!of zVlrthtEgc@^@^iHS?Gz2wXs1@sa{w921a&y2eAz{@$X%HSupbi~7|Nfl?o#Rxzp*dwF?9YQyZQQs{L2!pVc3#iooap)` zzXrZe)5Y|N+t_tp&8OY9f>ZUdeY~t^4)v(4iJ6w<4Q$p_cIDJ3od;@wtF6Wz7E!)Z z!!cboPjI0;q1O`|j6Kfx0pjd|a{4w*U00euV2ib`YsbnrJHk+Ef4;L$FVvgLay_~V zh8wDyXL>9;^0!$5o0SU0?`9}PFI&k?1VK+68wHQ8| z9`}__S9h^~7%2DfNi7U^&9ai0Ii*}PRV}ZelU57H7duq>_;*+`r7Fmw-`jCNZ+p*Q z!TL0-S&e@7L+zBS?~;52L#R2&*JZlamjXbw z@YY#j;P&<$-uG+=!pc85UqCymUcK*CXUJEjXu*W3Kx~Yk&=(YYgMS4ZoJDpvl>K}u zZ(nA;y^yrek)Hy2HBOF+uv*kFep8d%H6is>g4x^!z(HS4Sr2GYuZjyAT1bt#wo-g2 zCKhc(+v+VrnD1|4LBD`83NrqNv-1qM`>}M3%7krGw=lnkRKiX+A-dg*DJnBxqa(%^ z#t-wC)+oSo%oq+9W@+MJ+;WlOD5__rngJ9|=9YfNRsDCq=F#seqG+i!q@PIF@QZHt zvHuq+%Flv-R1)~U_aA+IpG8AawUHFM%C&K0ZX@*tNQu=FN@w>pNs2` zIiL5JH(U>|E_*nPeIET#)@P2kKQMLsH)dDywn2+D-oW&Wsv#<%OaCt4TKrLDdx6UA0~JX&{urW5dlgygbrh$3zYj2f8N$=qCJ1Qu>&qE_3A-ApVH$?z@D)> z|JxVB`1R$UZ)BOsbGHtKw@mcs8_G@6t%$44+@LyjV)|>J1bd`Mb{Q}6ge#HL1iLGH zDY`u_(A*qJvt+{283pxXX(udIi>jvCl_L?F+CT%YWSO_mw9$pZKln6T_r<&PzyFXk z)eb-~0PWq0g=ggeIAb_@J;hlv0Fx1Tw$!a8Nk4uyE+m;0GRO8l`cDz6RKVY{z5LMl zL+f9_ACBub;dImu%J<6mfpy=owd>MA0j=LUgUh4VfxTb+5|uvMfClmdZFL0_{qY}l z94&u@iB$?twGC(}Sk3bN9OL9itDX5e$u^JPP(*<}$zm^vg}o5iu9NmTNOJ9TNqgF? zIaMJ>yYpOb%xh-Sk?@H@hOma$TxetR7<68jWM^B&ZkG;L4s6nnSahZ0{5=ll5#MAff#pEYf)0aD@k9m`kC=|DuIun5%rXFOZl zFJs$6$xNCdkPycVT_rh$oAJ15RC!DpCx4LhLh$;#OUW2D{ zrci$>m_suv92a^l;hkY0sS6^flYAsj2qES^+%GwuwxgbKQ$f}Gmq^aMNm*KjYAjVe-FP^6u;I^j zTe^DD2Kd`p!hmOflFyBu`}JW zIUH56-YgEQuQ-?A{!uvt0AEj0mqQmAx3I%|y>_#!1i&0+jiG=JN-qqsW(Bd&)&wD% z@e%!*x>;@v*;SGk;sJ-G0kgpXps$;L!7#i;m~p@)+Ob||-v%uXd<+99m-HMiO6Yd! zJotxu=s<9C$+km2yZJk6dX6CPif*4Fc9iEAi;w$i7v@nr+^G_N+P-tOf_)^#MU|UF z;a``xdVEC8@7pK5=1OFpbd1M+ zI6Stey|V4%YL>G4DNs!mQqPwaGQ0x;UK8hO)S=!ZYoANzQoj7%mwD&uB>EoQlR!U; z$+*kjj~j*khO)3#lS^AGZl9)rVgl&#JRD?{N0QuzAMk@BGmH~|(}j`(cO3}tqf1`y zoLR%bebCbn>sx{W{=(EGiwwX5f9C!rNkI>VFZAc3DDY68acWC!-D?~Rd$SdwcxFN^ zlnA<=?RHn-KL6GVCuu?YwEoeQ4|^7>j)PQZO{ZV1e8_j13;=-}hGzBokCyG*Y~ z@;KsR=^8o#0XpCXvnm)M<%Rkis7HrL_#Zg{7^6=fw7YFP_tnxA?d@j{_eQCfIS)58RTZUX2=G1eTdoVMLWA$uAv# zF7+JWLQYHia%gfizrJuwhs;YlTQX!MhksV)*n9RNaLz0!V8Zc|LOl9%-y->o$&vHA ziLng?Z{S>Si^?4&N{@*!kR=E`_E;ABmJ8c`ut4@!(h5D~#MM7Wn`bZ=7TZfbKb1%# z9vOkpYKKmy1Kie+Bs8`dKNvUT3iKwD$yCN^!m5OIGS$|J?WzXweu#+(9B9D4y7D00 zsOw$oks<5(FBmAt9;PTM$79&n*g3ul_Z=+%W83wWu;66U0 zUGav$kjLw%+|8Vw_nis-ma8gfFiuryXCx1%aKyUWSi*Ri|8nC(T6xE!znCHr5&tAC zWQ^BN;zTcZgdSl`mt?Q_vmJ5(!ETcn)K8UvD7t#aHqZ7xzl?kwZOnd`s3vS(K7HTb zH4K*aah2_xMC8@hZ+4yOsvgV`lGZw24BN*L*N)g5v?e>&TWcxZ;SemAVVzJd- zOxWyzQl9Ui-^oc;;HUOeRjD3_pb!HhrkJlO_ip6`ESl0Yr}WRV-}iqKFmNsZo#b%! zrk|uIZYYpzhOJF9Q+{XfpxOul}Q<4RR$R6N(dUU8zyR&)-pJ zhx+ZFupv>1%+Eg5t@mJIauWF$VVU~Sw*#ctyooRBJr{LlFfqo%GC&00yO5!cS<9t3 zD**^9bu|`Voe;$zlelxnhn>>dK@(~M!_2cei+*6g^I&*nzS^oK&57~%0%j@*0`KC~ zU!Z&8_%lV$ubN@1z*}P2g}DokKlSxV`LdbF(%G}9=?_Rhtz z^@u-cBE#vK=X7SUq|REylxir0!;t86z$*-p#&j2jKBy4`kJYi>^MBq*_hy)j@wSMt zmtK3?+bkU~t$*N0x1)i+1s^w--P~-KAScfiU7` zLG|t3_!@h;C~ABVA+kXZ2}E5%<{>I2`x&`$`pxH0J0@K56|RaYJAC(6!$92H)6VKU zStr=ZaYNv~Nh2dc(0^xk$?e{4=Z}iLcwasE>dC86e$!NaZXngJJi9bkKjkl9OAB)I zK%wI7K6m2$H~}IIrV5@*>M;#C_M!Z{wG+6HWpV9KDCFBi-UKS$hOu$+mA6GrB87Mt z3Pm*l6I3mkJ3&pIoKQdfWJWW%aV9u37hq`MF?0T{*jY|WP-uD$J0DcEV16M&L$24T zmPpm@t|jo3d-r*ZcbJsu&VlJs7s(#Zl#Pd{v{PNZw=y7=j|@BffBz46X!)i}5s!zo zvEUo@NzWr;n=+qC0wtS#^_dz;d?K?9!;RZ^29)U($YpS8KQ2-65yfqR845?;W^~9W zcA~ZC+!pM=yk#T3e=RYgx3YV&s^48EukO11&756ieVf`*yTs4TL42ffNAE<=w6>ZT z>ZVeN_cj9kafQmZNff5gW4PIonK-GejTu@X=~SnqQn8R1%@mHzK+)e#zWaBGw3gIsd5PQcZY{k;Fni>L$0$wwb+A)sDT?M zzQdm{6(+powU_vqO@Yh6T1-dc#_F<0ETmSeVku!f*P|x!N;q-zNx_%4h6@RcTMVlWEfFi{V4Dz&|ta_)Nq2}1@sRmU(YKdSw2kx zJ&lTah$ZrA2X;u<2>lyA)6!2Okb}U;i!UmS`*&`jeR7|yn}2JU#QZtssQxF_xbbOp zz@N6g_8z&)By2l3|1_4`fyFYzFVFrt@8>}DaWlzUg6U!F6`IrwsJ~~h^Nm7S)Na7$ z%Vc*k;B-TdkwR@-ZvAelsoJB%;ieU6PvSe8sgBW0&8j$J&_21|RWgoWx@q6jUVC?G z{kLOzht%c9859t25(?@`kI5I?>ea;%(Wh2%k_gOV>w3)LA8bShoFf3+fwFqbtuvpu zOwU*qWIk%1vkDfyZ(iI#W$|b5i*;1G{({=|fy$n>X;CzIPSt~{oRd$6_cLg~u$EaR z-xO-E*AWAm29Z8S2eH#w_rJsk-#l1$?(Kbv_nv$;T7;Yn=GydW1afqmWPU z9fyy&nvSGW(?LS?F$-Fwqa`Ils$+;^NqGz=pAl6fp%aTR33G-pkj{`qM*>%v^Q?Q{ z;Lx$k-)??_R%Dk>zHp|GkN4`s+ts&-1l!qY>yD?RcL>X|bK{qI+~ZA@azk<5w+?7Czn6b%R_t4)=U;s57DGh#ruS07D}Gw+-N5 z*8pX7Eu}?y{!^ItHR&ck-@0>LK*uvj1 zgxnN8Lg+F>ge-`<=BJK<2gnUvFD|MTWuoHAD(tBAU#l}+S&54he#f1j>dsvBDS8~9 z2qPV%@GEb~V|FB?UFS2bFa&726Hh)@j!Ji1ZM*CbBz{8qA^8LUwh4dXaL^`XzBIkR z5ZshqEf+WP*^&;FhR*#AuTj3?b+-jI%<#Os(QtG1%-n~N7wuw*9MnN5>@FMA_m%x- zVPixH>19cOAv64|9FMmb|5&N^+}npBE-wWh$J{Q4D@IJBp-Hz6#?h}DNFZ^>!)Mk% zR{A7UiFr9b?_G^4PwGa`8iXtq#T5C-yJDUOveV7q3;|R$kkNkJR;~Hi)RaT-0kng4 z1$xVRx`bldWbK?Fkl+%Qfz&9_dX{@q_-x7~8Y7-F4>KKJnp$a&gCD41?~%X!e^3GK zR7ahcDlF{L60QLP0J>zo zT|e4+#j$mm-7R+ir(f7EdAIeo>}#~(Pcg+ay?FvhN80;XUjq~2#1A7+7KB8QQSGm5 z(c^_Apx2uF$c`Spn$Y}*qZD}0S@1nDYX3*Z8$r3aE8YSX4Q06!pzuOqZm%(TojHMe z1IJEzL^IG+vh26wN>Ao-?65VcdA~^6^R_5Cu-{S=70;PWJ&c%3OCx&|a1wZXBU-h( zC?fb2Lwy~5W9=rACU}nhkpClOgTXS6Wkx>R_7nE&n(s}M@bs-*eJ*}OwsN4$r1hDl z(Y(iXn*NMOljp{61_r$~wV>m%)4EN}{B>7;eJu5m{^G}~M;&&W=;2pbHT9;-Df+#L z2oC@#Z;Yy-ksnYz0z|1bb6b@7mw(_oFN?$eo)Y?;IW&EPB77EY~}Fo27`?LEKin0*H9vajyAq7(N-&KaCi&AH#;P zA*jT@h8=kQI;nK%W#;MEk0@jIWbp_=aq3hB2g2JCYzy$qk*eDmUxmu;aN#GT*Y(?D z=F?a33dQx37-yxwKnnCq!Jz;mZzV2GxWIeCr5`JbTZ{=2ty5A4>to;|V0$A@25dT2k+n$Hlo=pBf5q=pe40@z3-?|yjCLF<#VT$^tlt32*bd~1I8;uR#laii zcs4UkSSx^t&tTmfA771Z5TE*S5B}0?)2ouNhVeYc{kyf!T{{pCAe)9U{~C$FTQ(uq z`g7G6B}%Rr11c}EpC-?|I*pTXnw3E$+-7)+I#EohBeS^fsfNW=B{qGHpb1g7q4dC= z1{i>MRCZgPeSX1`K*xj zb+Bl_ekMor=ME*2M?bH}Gnc-{??BtK7w~r;FdufH`LVpcd6nVVKVq3#)k|9)`F^*d zqacGy@RKy!uNH1ak&sU{E+l247T(ne!kOvoUe0ms#}C=@u&rB*bakG-R+7>bYf5cL zk5{i=0@kfcrj07XytB`N3(I`2 z$VV{o(TB&AmZE1iUo3+!Q}e%XxCnZ#ZP*Deu~p|FQiG!m;DcF7-~Id)0(bqJ3$cbi ze!#&tty2!Xvk<@@11m6eWS&j$lUc0+ZQJvulk92^K)C-$)ms2%^?l#N3eqj0h;)dw z64H%ycZVQIcb9ZGNOyNP4@gOaba!`y>-UVE+I0I?H7 zzdom_b>_uS4i*pm8@ExiLV+&QS*%q$T|rCO(wJoUYg2@wU(9{kt;ao@^Qct+3cy>= zz&gN{*N5?*-sRZ;GQ)F9l2zy$)K{+~G=drog1$F_0^F*8Eqg#Dbk|?rhEClXg)b$7 z2pPuq!H`klUYhsULr-TI04V{$)g$dg!YeZb9!ci!E5XAglZEL~inUZVz?VpL(SVfR z(jmNu=h}|&03i1Ca#%S45lh;71-$okD?p?IPKd7~fZi87yy{=pT-}&<>l+(nrmL^> zQI1AZ8f3sAv(QMWWSzkzk{)Nm8iF9#yTDLf!Q*1LZAAWqhcSGtRJ z1KX>&;a-YF!%~oh^8xnITf%r+bU=ehtIl<1;X41r1-yBe_`PO zE+-14^OtG9;CK*Y)ZPCZ^ZZ|x|1yABfRFF1r%$R6U@3D@r(rh^7(qh>gZ^Yl9AQF2 zw`isE*i}+<;!uaOP2?fmk{w{&@={`J2QUCjz?>=D;raY51pw%1{C7Abd!aLq(pymB zjr4E9mZub2ZM9(cIuN+V4|$v1T&3nZEOgnT4&+XC#HUKxdvbb;yS+#N@a_@;<1F>{*@+#SM|A~a-X5TL{XaY3FUWDhD)%E%DfCrRF`D0w+U+Yp_CuC?QYPf_w#gIom()<4YgA4cP z7X#UKPnqnySCIqonK>eF%dO2zZBOV`!*Iq*Uu(F<_uWP;0-mCPvFLhhF}-_@KV&ms zA3kVT)^kv>MUOoZx*t;uU_vok$rqkD;1#wRAfu9{8$G3p4SBQsmJl)$FoelNah>yY zc0P459xV%g5tF=WP+I1D+gcRekA<#9q}UCRCAj8APQPC^TC8K{y1eU(ZM9vY9lHgh z#uCdtMFeT$;V({z%*$!z^HDYe5etUl1rF7OEd4$MAO4K8&aM z17d?qiHj^zuEy;28%G>t_YX-sP7(WAuIwG>3)a9uo8&X-|ELP{;uS;{2BOa?Nu+ZtueYDE?A&+2xVZXZ_)b%P*7K1u^++Il#TP5&OXvMk*$57c7fKEgcbw3;!~lop!5lrRU$5ud zB!KiFDZ^qF;IaUS2If7A2KLH5ueiwyV73W>-n4PC)u32+Whh`@3Hg26)~dvxZw_#= z6K^|mJc%O!*hg%JSJ1t7oK008!LBxdUyJUJ0R&NbdPK;uBSacHZSw6UjM29I+-L7B zLA9X`Az41A)lesbHs_=8*@e2+fubgYDE&hs(Oml@Lty>UIV{O5TWLi-;6`b<{+}%X zi48!<1Tc4_KKQs*8*i_w;8xAZ&grY@Hk*mP;4P%#4 z3z1~vPsPpzA4EtG`Zw?Uc9ML*npi&_dX|X|n-}{%inp7NLHcOgwSa?=+a7?o0L?9D zw13i0sk%27fW&X_IiTp?tMrUS09}R`=#Uqbh!{(hALIQRK5C}lw!Akuo|>&ITnV!F z*56nF@(@>`dwDXazS@1@f58785=DR*9Y8#b5%L}Xy@d$l$!qD&TJh=ZTk1eisOSXS z949vL;|pBPttTV4KrVO}wYM?)IVF6(33N*?ECKkx2up&~L>^|JVch?vNeS(z$wRQR zxE|jK2Wv!*0}7jNCW6SK!{Typ$s6d7$XX3=!uHLbTR7+P+$6RH+YGT^NGP%;623>m=N zZdm0qBfG8`&YZYK`j4wF3z?ewbAn%jX&(}F8gaqtwE@r5)k@EEx$38v39xG?yZ-L~ z%cruSo^Zn%+~#yJq_-Qf0I2!RyH~g*-z-u+*UP$PV)@Im(wjQ6$@MYEb=h z%VA2cHsPi;Vm&Pdy6UXv+c;@>sPjO}o-)3DcicL}HW&C)Ht?WVX%^?-+{DrpK3TGL zU;4BcMj?<7`YQnPf!LwSVshrZ`Q?t@Cg?WDiIW@uO+dxGu;>^L^BQVxw?|m=tqaW< zpe^?Rgw|e07Xo&yN^i0TGvU)(+TQ&y>nzU{lj-LZE>6f-;rEMNIrso(DbthUsKJX@ zjdG=c2TFDQ@kH%V0$J;-eG}t35p>m6v|9<<%%hmfx=Iyzq;*U6rW3-yx{|9jeI6luqdo${B=#MMluLN(a~OQqRRBunFe0T+ zwu_G{lrY3ffU#ua5iuqH=TLzlOM?I;r^;ITYjUUBM2lUgM(q(h$Z~4Ny>|dFOgdfM zI9z@^=Z+xHI`SgBMp3R@{sT})fy@c;!-ZrSkDjvFwf`izkYFgkil=D6T1%^Z$sCLg zBf6$#1m4Cq>2Q);nuqXNIj5v`ZIKJqJ#<6a;gzN`Sktm783=vo8Tmqf34b3iBQr|m8S+3sh=M++ zxMc<~K>_?yi%wrS*X8TwzLdMp8tE7qckul1bkUY>8fal{spOuON&^QC4BGSefpE?s z8Ob1G0TfDxn4^prY^Y5dVf`E9020@Aq9{M`0ptn z<&}INC+<+0g79SFG~>s4wFEqV(TC8Y;SQA63`Ohm022@B7_z%(1Qs}bA=@$+AYM~S zCy%@vj~ivXCAF>3&U9DdZn%S9bc$Q;MY}ct^#pHZO^ItOt7wQ1V`}Mn!e&Ym(kFhL zN8k`S_h|RBFBw3VOiikL4Qtr)Qh;@M-of*vw75Md%IRNI!I5^OIrmv=+%)&EAvXGh zrdk?c=2LYxrTA}2lq=AV@_i^EQ+JTCb#_W~!jJENMyLNP&j4K~|5w3G%&&C6ZgHP2 zxzT7$I9Rv@adrU%%pOULR@OQ93}b-8Bw!Vi^gz9D(1;d=%=#2YfnEBP{Q^>Vq`G21 zq7i*pk$_El6t_{x1`(D&7$i^Y!UK#R7W9CxI~h%jR-{%vbYEXKjsQJqb*&`XFF)< z*#k;|^h#mePapbm0_VBgNlfy~$v)ky(ShN5fF+__bV9bD6Z<-b+NmS7IUPjWTOk2{ zo0X9IR`g-ewzTOjSt~<|xc+F0rsFU9od;)TH=b#K`a{*H7Y5*m5c#A>Ax(jCD&~oG zZ?sn_;(jP^e+9=Y+aN-AGI&3Hx^~g!!;XdJ#rY5dv^4<${hae24olDVcDcl(};&FjO4> zpx*Q5sylSQ=Unqxd(6q@d7yprG3|!_3#8qQ0XPa3p6~?ibHmi1{*WjM(eg#P8Uirf zdYl1RWHABo)uI4Q>5@Qz9wfnYzaC)70a^Q_??VY+iGuuRY>4dxEZr=`_93Ed=3mZC z>x#L@`rF5cV_2HwB5ra4s{B*S=W&(Cl;)9p@y;tfU@1aIhR@%dXEm2iEY`5UlEgZ- z0@*8Idd!)PvV?GBY?EK`E*PaEi}4$O+?<=_=7U_(RjrPl`b9rGAwWaozIe#frAc56 zDZXkM_%gM4kMLi+1PCYqvhg@{0hHHKZyK3gsWlQ!Xm7C#aF6Ee5>I|??%x@W-QE-( z-RE&EkJ%FL8#Mw2M{g;F=0%wF0JfAI(=0Q%No^!nf6i=xANfHNuZe}o?8II-+-*oN~xrw%g!W0w~wMIZ(RzTMnow6&Fg+nF7a2W`oG(D?)MW&aTW zBYb=MyMZl|p25Yu62x9-cwKcX9sQGo@`y^%w$UnD z3GP)sg4JwWl&p(Dl&fq4`b~PuQFTb-NegI|mFiPqnT~yzoiOgC6dsd=h3-OwqYaam zp6mZcxSla4Ag&Veg&=+{6v2vUPft!N(yr7Ft2bBz9Qk@ZTq5WP7S#cTpGna<9f%>w zHJ2e6C2CmnV6n;tNU+{NqoPmZv0wQhR+gT<#iC~3@8P(=xPfg>@EiupT(+U4*W%E=vz9Z&` z|2~u*o}YHSwYk0+7T+)g0nJ-~ti3Tf@>$=NeCXNAfgC`w2l~WS;M&Nifc)sz07RZR zKYk{3-j7(U>5i{A6Rj+Jh4u#_o+Q8v2~TnTEp)0{1@hi8Pr8yx*c=8iR-u~FW zM%b=DSp2_|6k=EKnD_(3yB;DiC8mNH1iLv6B$DvN&4o3aE!3x!bK(+5f$JU*C@f=F z*7hvj?#@7PVM(?Zj?y3Z1Y&pY4jw7RNhXk1KLUFdz!3mEK4cy^Bdh@W2c>L1Q}@)c z0Lf$xx@_t#L9$dd$puYR%0A|iSBED`O0kkdjC2vg~ z7XItb08#3ZDABH<6Ov<$!I!Liy$@bC2yooO6^_u)Wf3n~_5qu6sEcuB}iiP+UNA+TGV*&h~WO7&5>lQ$yIz4^GQAqX%(T`CB=$X{3 z>Fl0x73qN1aVY}Xx9n^R$nIg%-aNcN(sctGR*jH>v~>%!^_Noavrh-Z_>%zHqoyg8 zf?xEvmmnBj$<49mM12;6Ba$H`F;+wR39ig<*sd0lP9K zr+fX>0P18Xr7NnSUAOPDAmQ=+Ax))*wSct$8UT+83&ix10!tR*wY3WEKFSx_OUbja zPduw?fM!xJi;}%l1R>zq(7VLeNGKA;hIj9vFXRxVA2)Y!vm7<`gbO~kh#pm3zh=Tv zyhVbCZ~AOOSLQh^7^1m_QEd3w2?=*qnQaoG&={*r+Yf8Vdk9`Ho@xCGbXgAmJ5vAO zA|+Y<-RSw|B{qQQffp#gE#w1+g#h|}K$f6C_s_XS-r|Z#bko@-Jo@|y;DT8_#bkgM z0VEKQH0GcnXDw_zT1{j5?fz3DaRxG;oTgeQF|uw;%6fyFlFPn93lLhbJM9MawZeHy zWhuu@#R#~~Bcz3T@&wRT<Z2_ZLGH!@ww4*w` zGS^tR(z-U6D8o9?S%_m?0Q3Y0&%wTTqvtJ=$;0QGtMNN`5lPSM0x0W&j2!T`-t=*w zTP>%p=fxn4NWDvjp$ivmW^qP}a#^G~u&YOMJMpm(A-nF{=Sl3}M}<5-50C<+KG#a) z|Kn(#!=!U!BT`{zVfhIfB=v6Y&ISCc1{6&_m>j~Bq#!2;SwrK-_f}`_c|c9e@Q9+p zs|uXlq4d0WfaFf*nQ`#*rz{}~(kq~k$228W`C1vjYFNI)*er1o0C`wu4(7@lxyarE z(2C=wYNN8~rX-m3bU61YjqJ#tc*g4a8$QA-Uq@6EsjHQ&D%9oz`}&tfZDuWd{R`Nq zxTTph-;27hkIvh+DscnozC7dZls!6Nh!iF|f$237i`Mt~mhcMcOlY zVdj777V=N1s&?3H_-3fBO|q#nhm}H;*+#4_2hv`?+}nM62(TJ|JIL*JbzQo{8RfcY zJ6t|&D;57ag(K=NXou%z-o+DA2c(8TwE*2leLzhHD_DUp1D)q@#eiSD9#Esz^4J_b zt&Ux{GjQ;|^Y$hqWNGSHN2)agIHpzCL_K58-ZhL22Q= zyKUUpj1@V~V9D*L3~uUimIG#lAQbcUX95*8UV)HK?Y?rSxxR=GiCkO7UCso-yKdoq zm)2Sr_g`ffP?)uXi&|P++4cAQY!q9UiVK@az7b5^B41gbFHLz31U4uhE#wzA3C;<# zcJJn=nka(^Y)9C4`3V8}neC@|3~_Gb1)OrY61U`4@9 z^B?UfsW3E00P>096!J7 z#~~mHn7v0r;%wta6riFUc)~z|Er=#GZhyNCPte%BA$lcuF~D8B zdPg8Rma;#y04a}(bHTI>x;KYC*m%Gtf}L984{v7sJwQFF&&3<0_9KRDgiA~kAM`V? z_@8uWfKSStFR7B+H6&MY?Q%|-aXT51I-PDayF>+&Ceus6VCq`_c{w~1iy-OJAZBBT zcb+7y$O;LO|2&H_lFxF{A%`JIL?hM9a)Sb@~@ zK;fLO22V$_p_*#NP*77z8&^3o{l#}3B(?6JT+}~gt1Zpw<`BjXDGL?G!1&ifV=nzB z62pqKwh!7hW%hv7ZvT@I7Nl1rO@I{`wRA-{t1+T05t*A9M zTtnnebA(0A+tNp2!8%|j=wT+BR^sSo@52@If^?meEi;$l|7&1OXFz&>j|~jZ$Tpo% zW$>OFg9$;qLIdM!Uak|V_0DEzm*$V54symb-2!jA`#JM_oc{xga)8Z>g%KG)WxN7M zvI1pQn_wSI`(?GamM(HfiebT~OH6_OPo|0$t+J znRyE^;B!b#cFX9d9N`Mc7}PcH+}Q0u_ZFYeE&!Ge$`9x^gVXduwGW(*+c>#87A4tD z1{^PE*7#a1DR}n9tX1NKHscMBNN)#PNJTbXuG%hp09z$(vkUxQ&ML6#Y2|Z#0$8X3 z9U5ZWv-W0hqKHLL;^*B81I)1s$)VaNrHHj4OB78eNa&LBHoSu6U)~IxzT_0i_5Lm& z>UOXH%sr7X!|h?T#eC8RhfC@8%rip!AJ94Y_L5BPX7&c!EaRiSb;923_Nag_*CKpT zq;H~thV9+-3|C#!#3JGKrTHGowWzh7A^08eDgjx5%ai9O-v7GIDfj2)?AxQ$QXhVt zsc1nVLBAv!n%<=B0d$b=v?j!3hYy>+7ga!aLK*>^Oeo^O9bcVoBoBj{u1b>_OE#Ai6P2gtlLN(*1_UF2%kXW*eV?24 z!BS&Dc;~%xwLSYaMNBQy44YYj0aWyh$5EH3vwfnkggFGO)j%j+_bhH#=0Oh3E4szW zxz**wYKb}wU4LQR2&Gkab#!>;3Wv+ImXdY_!g>|~ zbvbghjMqqfuWvJ^w81^+lnhw6kSPWhE)@P&);|lPwI*Qpvthyu$l{o%17?G2sVk9>}TAI|p$X)y!szKGQfi@%$Tclyg zae{m)i-bm!M!(9acJ$!{&x54I99MDL6B=hr>s_#M9ZP11R*-o}*cf|U*JbEG$vKSO zOgda6znYXyaSqU#VfMa8L$TSol>c@yH{IlyUCzTVOE4~`QApX5i3Ko{tb?K z8={=TM=Q7dt^F6vzcd(mdTAT!5=2^E$wAhEl^^t4BJ|hwM3b^czb!^Hp6BjIRlC0L zXPk4ytUJbJ3U7&FZ%Uxf7f*EhGH4&`KGW}38ORgCush>_YK5^p6v$+GDUWA9~Pck+=(HkSpD8B>r_Ymn>;=o~5* za!nD+#z{)2s5EnZlb3lOw?C63oFlg4)CJvEasdlVgJ_Q=8rgXmI=f%k`C>4Z5eeuf zlSt=BP{7ZhBGH-YA{Jg)J7SnQA{Z|z<+8nh9v}VV@|a{KXS6v?uAG`Rk*2}8FCbio zZuVvQ-sD?UQZf13Exv5U#PC&au)#FOZnoWD z=WJTcf+&Tb*1}BTPW>eo?Fw>i)k1cgvwvUHt)Xv+b?Cm5@Che^i7qFZ?3#`DJxk{t z@}rr+K3${3@lDZzZiVqLX9@NF==zl>-D_MVHd{3p;YyxTB|$5vP$7-(SS0z!!Jok) z*woB|x6<7oN}1f-WdaLoOfRfhAlpt}LwQ9@LiDjFUz+nFqpGkxr|+T6Jy- zu(@F4^q(TVJT^VTTI#ZBp8MBegZWlv0YrKSA}|=-=x~Jh`2CranCj0>{M9O2t(jSO zqBGRdpPI`Ti#{;6NDdrft0|XKcO&Lm?{`cWef6#}uTZr7g$LE=gQL&cHG;GDnQ_Lm zm6s7Ug6y1L4s|=Rj?#28|3k5u;@NIJe#O(F@DV0>g>hPt{DiP0xI#C1;|4_-_B_VJ4HVsd|Nl>n0*;sj*uhD zbJ=FR{et|&kgSofW(9e`v*MU~(qHc%eru7%_CxdB*lcb)U19I9)fd7ic-Us#a@h~% zJRL3PNOw?n6XMqV{!R@K8Wt;K5Aqy1vV2FsKOdsu7-_bVvHG5sn8Y7So}qpFXp0(W z9b$vqu~_H&I_(+(Lw(#$-j51aOkVmT$yxB$=%Xt_e?H2ezh+dz_YS$JFg*=KLLf zE_|q3_2zb_IL}G(;8N?MhtwGLAz$o-d1@uWIPpf|>oHk!0DXRgi=y_#R6zsP_rV(N z*%cj46LR{kF3vQLo%?CEx`_*tOWndwpS_U3+9wDay&dP>?t1s0orm~UpLbz-eiJW# zxTm07$5ldG5Qr=9Q%7>l*Xp|{iFAhXAT5zvuA5&-OsDWa?L0(AziyFJYuK!?>u$&$ zR*P$fo7B_%O=lWcVIwcS4fQquLkgqY1QTPsf~?!duAx1Fu|Dpcs#l`D)7W3S^lu+q z`|`9t%VK?X0tWr3!g5^;n+r?~^FQ{L@W&W2_*@kfh6JWlna3c0{3`U)sIoWn6^A}e z3teq_bv=uaJvi!&n86Lk7RJOn#d0z1}owOzYcYg<~9o-&}z^OL`n zvO?nuL$2Gx>F{oJ-I-+Iwc1wYAU zntfDwYwOJ!q5fAff+G)K!IRut|5F;pj{MVlkL*tJ!{nEYd#;(R0sQ9fX zFxtq}bnsW;K@;xSMJuecgS1ZJv+Z>&=sB4v#5nq5U>1`%tiLNah}1TTpt(CGFJI%Y zm8DNk<5H`6SA02-h%D`6I7I~v%i9s!d4eKo!zXva9<1P*K--mwNAHf`CRbO zn0?4md`+e{G_gMt%V@^f5x%N#(7%?>hFRl{?_2u&No2j3^-V5(G|!(2CK!Wl9E}pK z)sK$ECvNJ=?btXptqp`cxhyN1&d`hKQd@uK0}9c9b;>!S8zK}Hu8`Ao+8w)b(+0J` z`1Kj1bRgrsxX@QL7!#eP@SC=|9$ky|Bnq7kKgxyq^8mE8n0}0s~x>a zk5OD{_kYkhe}dBzL#~cl)L+5aMnO47!9#}DA=>ZOd%eZ>kxFkS?0%VJ9+tqq1EW%m znfT57<=elql}0uzI+!ErexqkJvR-;PNMAzUaBq5kT<~i&nVho9*OKrZx5AOI+eUZ@ zgf1xl;bb@8p4MBu5&c;?JIyJyKAcGE=gFs+KZV3|3B(C|t(fkRj(+Q`3~~HJUu-Al z#DyK@I99nE`$6Q4MngcFHBC=P9jm@9eVpo8jQV;|v>J7?&kEZ$aB!J0Kior{?kK26 zhicrYr8TNS$g>uo^N?b&zldQX&44yk3vyr z-6mE&?Ea$~fx9m?C~F<2N7wwszQxMO?J?{5Pc%1wpnoni!&lHZQLNuJ0`+?3y$yLu z*0xk5>n{b_j>yq&s^hwZ@2UTgmTjzX1q25hdv_J0*@ozCW@RqDUlZJ1t?dOAmiioR zm>a1UShw%ks*Zp~gHJz+t0704M3W_QszJGB(40r+i3L~MMOsZp)%3iH9iaX+EwiYu zVtd3KxGVkD!H^d>cZD#s6J!lw zyHojH(kkQN(~GWetZLPqqNf6x&2?S_N;t5+@iu{{odRfhB=1ZraN(}Vom1P1j0LYN zGKQ4GDZOidznP{PnR`El`zpd$QNxyZoeM=H@2z-^KY2) zn#*cI*l#rrUMqX)2NdTsxEPy>sXVfxWIqI3)FHm#$=+*VUCP|T+!DqXse}c3a1kBU!iz1nGXA@ujsAIT*gxfZl&9$538rW%};u= z=*a8~9lsDWR4SX!HB0I#&PMB`ObfRac{MvF?Xp)$+R3}o$G>ahx%g3T-42R>@5!j} zK}Kk6V(g>9));&Bj5E&nbMzwXeJf7=x3+V~y39xpg}J%;2|i~En8y4$=ah*>Z%#j` zMyLMh@t$!ae|`j2CMw1fk_2x zn{z%Qo;+w-WGD+)MR(-<6NN5R?WWg11;f=PV?6xj4%408`Zg0Ek26!;?}$4&;}{Mj zc4P0d6d6rFG=iyGsEU##yZ;fhOvOTH&+4e(&DgdNVr991HmhKJ=vqodtq+q^5DuxF zl0}{ElP|FqH}ym-Imyk?_v>!^@~_<_NV^}T5?hj1Pp?{Zjdhf~sip!qY|UYZaQV%z zppc_rL{8c4kF*iyrr-p_-B+Ab>f+y#<1td(n2xVaR+=ndAQtp}lK-X;O*vpC>|Y+l z94_5Ru`qE5wJSh*msTHN+uq~2qS5E^PhnoM@*}U}ib1g@#mAu!0^=<2tX(B?%k%wM ztFkP`S1sXfW9yMdktH$$<+3Dv>}~NpB4@1w=fO}ys$3Ot9|C4kWC)kFjO>uz-zbG- z%T^C4Y{-r$4F}b!i*V%dQxjo~1W&DDtqd5&)4V%GF76Q9Wjc?@gYAzW<}FMWZ|#s8 z@l9d%zd4b3z=SOTu_|83x^%*Q7oD7WIq`#qGw(fTfc-H-3(Fb?doUpQD1}2g|^a7r?w_- zYo}&@bT@BlLiiYdQ(+vgBGfz&ZCUKfeq4?q7%<#}W9cC=fwU5_##?T(?o#$7=;DD)+1p z+OPkh#Zj$(LC*6azryxSWmT>0b6LePUfUbk9`mn{FDfWJ|9mG#Ys6!p{c%ED(g%4Y z@I*n2FltwaD>++hnos2l+o(#wIQzStqHF2l$kF=F)~3g$U{k4afpg)?v^;)gRmsdG z-9=VnD7oV=Q-7?Pjsch&nHvRvi-Mh8Vix@z?JY$E2cT(|sI3Cm>EOQa5z?wUR#BSp z0fRyGoe4Ix12^N@4w9N6(sttnUfd{R!GXFCK1eW(N9OH7iNS77ZcY8Y(ljsU?aR_2 zy?iRAuAc-t1~Ocn9R;hv4>~)J^<_1#y6*<1_4HV?D$QzSmwkStSB}2nN*@n@B*55f zcTF_m@%kdpp&!Y=`s5zy@J};;Zh7CbwQ!-N0D4mcv`w$-4&_{B$Ls5noVCWUv|QUz zcaqi)xA)JrL5z#EAPVEUDWV4bc_xcix;GA#Ms*5HET`2}?$X-lVrrnA52``Hu$rGt zl}w3cXpBg7cQ_NJ``j`0LnD^gmB7yGy-l)*M{A0-Q+PHOljOZ_23i^;ImTnxmh`4LT3>dD$A%ldu8X1#;-}xW0uc2yj=8; zG)-zV|MKTsO;@<1G0ncp z#m=Q|$(;qgDqp|dlVv?qZz~WZ-We534Ywn*G4sKTdk)OSLtiXrt(4sGiTf z6A+tPx#+(KvG?cQ)+{=TyX|3YM`=4g7V+3-9hbrkxZcd53li?cRu zl=&86VU%aCZs)>B8&vV5^B{C3c9lZrS^L*aCI?^;o<0T4l{E&OP^mV&srMz;~2#-cPBz7 zO;~txP3ul^x%rxA)5~c8gK!FqRUq8pK>)?MdM7FS21fS{T0}Q3Zd{AIG?`q7%E@x@IZc9n=w8`%zxulx)3Tz^SRqp& zb70vsE=u_xHQv^0r{NB#RYokE5I!aLpW8auX{oSTu_N(ek(Y3^g_D1@^jEWxJxxo? zc{WY9>ul~E>AfMVqGq{X3fp0gK6m{=o1~o$1(xy{K}Dz<+uGYEJGo=FP&D(JT)Dzj z{;(nZiw}x5sY0dJLPB4#Dcq-MWLP9gtr7>fPUKP#8Y)YVGAc|G zJeuA)=V@v#OoyE-kr18eeV87knBRW)PLJO>&w-E7zV!I+_xBd`hGgL#?GxqX4z6l@ zAz?gwaTU07iB9fjeUFX9F0_Vff+6*a&mMtwWU#+g(GXP(XTy!=HH#lfcJ!4W0slpN|G)%L4k zUF0j~tW4(uhH=px7%gRaNrc^WwSqgQsZ>MoFwJWRdGU>0x=o2r5sp~7f}mOak@*;< z`*{h*-n31JYRvrbluWtt$^bk!Grg#SW~u_eCh~CwFh^@qz6AM1pGJs8_Gn>l1LhcS zjDvGF_4N?T$OqHW1t@c_R?wW#IU84FQ^P@AHeF%xZn5>vnYY^vXw|%OF4&N3JJp(6 zM#~}}H&ZD=F_&gA&hD`ILp)Hat?B1X39-P3F?2}2RNI=2N!=n!vA;1IZ^H`|$w=L# z9qTT(;wg8i*Pgym{Pu|}UWJ{?9-^~$y>*Jck}0f%a}4cP^;mvqy0X8@QyyyrGqo)% z1^SJBCve_KAgNp?YYd;vXPo7vu9zA0`T|;k?PgS?ynjqN7YZesBRn&8PH%!$(fdOI zO<$&&fxb?4@`mXe6i>V{*4sipyJi+BQpN97I|~)mqcRBzi-lt8b%>5` zQeKw{Ek&eS*_}41>OY!vjje*UR|i=@PeeJb%_WRc`Km7rWG*xGa{xEus>b zfetl(FTs!&YciB-YV;Rv9IR^2cQgbLs!;H|rzbLgl^)sq2MtP{vRo2b!~2tQ&NBbW ztwALH1rMTfw5b|7j-l%i-?V-gcLs+VLpF%^(6LkRW^D1@S>An~o4ocI8o0l3sp~+5 z759oaO-fHnni8`QIWUTRHW`}^k7iRj2CRi7oJ8VYpmRM>OhKE>f=4(2zk%eJQf!%M zVPpMwb2uIC?I#x>IO=gLwM;JT;Mn>X*y+CtxwqQ$!7>69GLl_9SY2#GB&dm%^*;T& zJdHn$T=I7L$xkrN>6zO_L0<>g&Ce0)awZDl-?Z1U;x0wvgmlZrd`y;(HLgT7-=uO3 zq!>k$B^+JOUtIP4^Y;hOoEQ?_v47V&DJDj0;TY8h%M)saybkl6ElpRW{lO++412GoE3lQr>7hn zCvC40H033l7$kjTqHn~JWQZOxXkxWf=pRI66rtMSE=(H`e9w$}mc*1A!Z;51YdFE6 zgsMH^?j2n_uB$rp8ftUD?W!Z_wasoyj!O7@%lGanx7Oq!%)MPSr=TBW`irC!w{-IW z@1*WJY$nL!Y%aNg@!|^`b&*A4=(KX-6<%`GS?F|H@J@;2k~;m>*-cV*Zf`?ep$8)J zhWmUPizs&eL~%P_vyAwla=l#o!scCgA7ZnN$pC*DLX&y*-tM3Qxx06hq=l1!g;dBQ z-EKX8YgJlO-;LF>i>tX-;=yR$?P%GkGo#iQ=na(j72I1P)))^SG%+fP{%7TgV4SYV zz-GRU!1xc$^YDgLrE*5ee;nouR3=>m4ChlO{p%%4xyJSWepWTND&l$IyFUpU*um~= zb1&2h`X*~Cd{97Ilbfm$YCIxE9T{Z#nJ)d|iIz>H3g?PFF_x0Rado(`aHXXMkAU9z zlL_1B#i+~CDF2ZN90nPb9MsDkL_v6Tek2eJC6w1WiDcr>{GTG|*#SSd30ni**;;4Z znk?p;95x5ol8F2&Je|K?35Ki`p0_Jy%5wg?N+=s3koQ&+?t)dfLZajMEqFJzp|J~- ztSBJy;mtPNY-hGGTIfT&Nf|ges{-t1T*mP=uloW2getSfouyIm+)(Rq8}x80gK`FI zf!HmBSI68y$+8jb?$1-*VaCml$4HBp>tGt+uJAiKV0v4BInFt-N|~pfR%&Zm229{y zltzq>d-)S_j%0r7*9!NSw;S0i#-@phDym!A^WaPd2PU@fCT{7`y~5Y|X*>ALLrhzd zxva6s1(lGBGSvpZ>0hQSiUlN1F>W-)88HFGZ? zx-SuFN9D7mWUUo~4t1qRFlKQQ`Y&SgG9^Vem}#qgNZ{sZW&H~ZQi{>WN-Zn7`6wvW zw>eWX3GBn%JJPcJXI?d_E)mgBi6$0p^>G>Ok)DU-B?d2wHT`Xoa)FWuVKc~m9-oiV z6WHJs;JeI^iR*p^En@TSXhx>KoEyf$3JC?SLm(Zd_77@(FrALagsP zM}|8+(=ASzW+kT^?4v|llSmNET>h6r0ZZ?hcTH{0%Ij&XMf}v(`m0CV1`X=$gDI+j z9d?-lwW5zU(rw$vdzcA@E#f#W38#HhM|gQ#bH?t6-4@HNZ<(x#wBK1^KwmM2Pn=)* zrn0}I8&Mlu0AZINA!pQNWSn!OWXy5;pf+AzBP?0-WK!J8Zx?VRzJb|fkN%j=lOeq= zxiCtd+iK07$A6=r9>Wr<#6I>>X({L~#Ck`=ncYq3`h2<=lal;Xq~BrQA~MkdYR6kA^U*Tqh%=*G;0lDYUC>wXAYH!J>*_@UtKzfaP3 zP0=W3m+JD=S5}rV^v8q=fe)^SYqxX>j&9w9-(R2TZNcELJCu`tV%7QiBBOBW&&)e6 zbxCC_V#3Ov#ep7}kxFDr`HAB-8FKK0e#q0k z`c1G+b7N8P?4-RXW9O!<%Q2H;rf>86XySK4I@-8`EiS)}U7%P-=q+*M3e5|D&1NX; zaMZwx7Y@ARLTj~->dWv;xX$%9F0FYRpAP^o&&k zsp+1e#$HcWh&>xa9}9Uq^Su^F^K8{A+AWyfl7dds(2Rg5l4naY_m!LR>j8~9ueECw zTr%5mo#xjtvi|9< z9PHW>WwJ|duDG+)Z~Z%d`;bGUXnn9U=kBp9O`ndD{o690Xbt@3)qs{+GlLq;lrYv* z*EwFIfD0*d_T0-|7r8GJb5c$Rp{7PLcvfu<>k5C7C_`IDnoJjU%-nIdJMu_))+axs znO(&%kv3UvO>4JbB%@F*xaP!dOEOKV^IfHMDTp?;wL2Ru_sfXq8K--nF)@vt*uMTQ zH1YT9JhD|gZ>G#P?k`&PD8UHh{mRgA#!A>0xoj%D^sr^r$0U}C1YQ^r3+PmfA!nTm zS7Xl&V@}p0J9M1BKC*F}&bc+N3l+&c*Sa=ff$!edVnN&@2hU#L5@}+vF4g(f)R^<^ zCiCd`a~KLq_x{6x@6{or1%7mSt;3B}naK}AtnPu_l7_FK4{$g}!z$lyi>@=AP2Y3g zmCmBSmtQT}zZ&3TEZQcu;lLqIXnm>7M?xShe2qhmoTQxDP@2uqjClTqSur*r{Y!d^ zahkDj@F47(l{EfpM=r&OJ^7eI6DtqA5SAaG7AHu_;Ex zu9*LI#O+(-EvVuvM-k%tF4A?|UZ76wzrJ@gs=WD^=(?1Vf)Aa?Qxv_OK3k~|=sy+W zo_^X7m$$^7%;mUw7uo^+2^E}if6N@RIl_v8hVdn3ktxxSp6(w5N*aAeWyT>*Rr~xWt6;Hlbz`}%xU$yqB<;^z}k;)%{m#bdms;s zw6&WU4oTKY_ifP|el%6-zY|uJG0JB~?>K++D87naL9gjBpN1p$T}FR5G^S7SC_GoGG7qVkK$l?>O`&ag6)N#0x&ldb5w5G}a3850p z=bhqyS2G74yGX9P5F@Sj!g_`MM9uJy;#fUe=X1yEb!wfugfsM2jP&a{Y3i;mr_*32 zq(NES4w2G@pW+IrkG1e0PNH=xhfQRo#^XpHg_(FkL-|i#*j>UUO;$Bo@+3wr;Uzo; zlh9QYFv29^3{K%JY9t@!Gg!ef?pd#-(?h4IyWTk6)!8n;@j8Bwsd|cYOq~{N*E{uD zwM8d8KjSVv*uR4v{oB~yKd2@+_57Q7NRGLp9^h5A!rkNERvUv)RBXs+M|dZ@ap|2< zA?r~L`}Br=!$xxi7xMCRe(vrS<7jGV?uJvn0p_K*JaU1lM7z!V!FQ-~@Qz(;^82HM z)oH9S;%JFXWUeaNagdYUcc@?)J z6TK-%p>R`bN~zpLdh2R`sb9~XO*aBR1!mK1`XP`JD5`sS74>x|Yj8O|a{gjRlt3Qu z6Pip@<%lNUmrk;*%VdrAKBdCm8(wj*sF#xUs<6-)uc3{_vz(zym>Q>=BYyKxsTL7jMtbc&g#6!qkJrjXPRPhT^Q+@Ga7=$Fl_9;$1fifR5jf~x2=}Ix zY^(ip?n1t68dF|(I$ttP>AqRWvC?yLLKkQQWudFE+buW;U%>0o3f93w_#57Yw}kBm z!$2q}dn&>(C=chcsi@OH{F^%w?vw`-~ z6x|*3`xQ8wbBVU-K{($I!rv$X6YvowVj^ZY0TocQI8sHaNjMd=tErgI|E>2paVEh% z#wk+SC%C`)jxTc>F2c5coI1o!%mIGkEDUVr=~&5}aBh3kahq%(;rZCf?B<>Px+CC_~S$@WPk+*P0#Lw!AF5orfx#A9Pcx|~I|LDC%ZFywm z=Q0n6>@3NU&rM0%Wrvyp=4q&(sm=9yg_oD&qT~2u?_8E*T$E!dnyQ*I+}k!VSt&2a znP$>80~F2K_;ph~5XCD(yMoih`}n5cg)aL?{gBg^UYfq5Nr(H%T*AF=ru*e-zNto~ zRI0A4ztcDM_s&!GQvJ_)rmneQU#b5oFv z4li&SEG;PSl*JzOrYOp{aI(6mJJB94fkz}d(KMC$`Av+c9-Jl$elcFqJ8`g@Nn5cU z&)~u?knr)*e)a$_#(poOpyF5}`@49BSA!g9# z>zyZ1*spDVf@EH;vO8bnW&Q@FN{IRPSEU4YrL~dR&5QeONhoGBdi8fM5WriiZY zO7r1{_=Owd6E5O>cn1gJ2w14XG!>JHF%hgR6^<7WjuSPP2on)7Q%8-3v5;xS#>sxd z-$bKl;(JVhA8|ka<&L4*s(~om-{`(NWS+qvf*s~A{tlZZUmuJ1Iz#!?_exAYKT&_+ z59%h)?*+(qmNxHS*vJFtcB zz!}Vd6{2HVg|G@|l_)?Taz3m~GxcL#&lzo}*mt~TcKN@2pULMTd|kQp%0qh`EPd`<<#q(4rU@HJEv4F$(~aLY8tO{ zqExadz=;^|7IUZIbU_KT$XV-5#u>Pi3#(+@#k+V1S2id+mWD@UZk zB4`2??neeqLum4>K^ zxElTu*D@T>!gjEbp%$oQ)sY8_;}7BMsxjxpa@10l=KyA>H~F}&hGVF#aZMTQ$|$Aa}#}oFsncPM5Ps3eR;^6=)>Cp)z2ZTB~luE_XA1gLh#!C8`_HO8){c;F;hz zd?BCiQU?7-$?6WhhdnVH^})?5QL-vo*k>a4&~K~EesvO(c(|yZJrGC3#r+J+{FW2N zGwz2m_%T=0g{3y-Np&M?fkQIiDA4;dBJV*V>5|(aH+F}U@E&x7L(l@gl>D7d134fg zbPMOvdYOfT6r-Qg2;3`Px1cDWCD50@QgzgFTCe-!C3!lRR>-X0m$|PeBR511Q(s{n zeN+19O{lKViu+uzZs0afGwbvNxDUTdtWsz3Fs4!=_a+aeZ{Z_}Z()UG>qS_DiS&u{ zCtrl(yg_(trMa)K!DqBxGC4`yToNTwCnY}4nUCFQDUK39w;I=o2mKaSiQ=4#CGj8? zl&V+`d2kN26rWyRxM;OKKxMsyYOzjmZs2tBVC&QhHBZIsC56vCZP1tj`K25L8F)GFLbs28xXTB$h z;}cYZ3-H&J$*~!7TzB!hjqDLRCY-rfzamtbDm6)TYH5E1D!m13=t=4j4#geN9=75c z@!uz@D?Ol_SWjGEFZxQ<_(7P3C!sM`haxzW>d1)IhC8CT&%;!xDXL_$X!o9?*W1BQ z65FJv+CXlp>CrL{E#&<7gg@p>#6cOkN`_O8E~yB!4COasL99Xbs1ePEJyH=Ps0uEY zny!Xb`3EXQDe43K0EggpJs5A(KH;Ug@RoS~anfP3iOau)sgNqYG!;tW@2U!&5C`5< zaxg4Bu}54?U#KkVA_KZgHhd)c_W>lpb#e4}C1Xe6bD6aZkU+iVoN3a(PRo-nq0(4` zQ{fyg5O4gAbn1mrK?l@IVI|+qfHmsAX}YfW5NH^m0n#ni=v zsv1_qPWDagAc}OFDj}-r2`A8pQ~@)%0#?LIm_U`Vyr|kTNM@dj!-@16mC`FI9(PEe zyl6V(D4p3m|HF4C8)xB=+^K_JN6DrM&ZP#}P^vA3nqnr>=qINcHkWa1pf|}?+G0Bl zaYpEf7mvO4UTW{H6~{YT6-KfJ@ukyQ_2YORplkC#^ay{T3+fM8&c)19I*3Q`C+MjT zKz4i$-VaZs)Ie$=iRK3Ox&vt7zqrhaq3TXQy2KToo}pB?m*m)PCw8 z-b*8N5j!vF`xA6M`?psos=1w{zos#|ZqBFP9@-q-5!^|0f<^2#Z?NvCb#~7l@IKIW z>>>I@$J=AnL9TUz(scRAn{>sl$x=iWRSR;ga@V?F2BM;hD<{YFm=WeKU#IKEQj})jYNJ z{Ggj*9+~Fi(HlixR+rR%eNi3I3*3izU5$3{;3zj;?-R}UBi_WH1ZDj1ai<#M6!5QN zCg!{QjaG#PfBP5hs!)7ro30qzqYFfSM{D#-on)8m^P;=r{BP(z+ufd`Q#3<=t`~*} zMV*!Xr6O0@gwV{;9cYLnrN-wwr#w)%Lyssu>nZz)zSGC;1Nu1YZapw`Tvv}wv3v9p zz1rTU36U@8iGHq=Vh_unTXa}Ii#kW|+v61LH?ysy&S$rNl0Ha{?Bei}sLc1SX?l@f zEGjNdpP`C=RA`v|{&d-1sV~qf{Vjb>JNr%Qs-_99)RF|tgw zbwj81FLYWL$CWC9GT?;F%}aQOPw+85hYV3O55-eH6JP%l&N?sQF+Ios!E<_ykMJAw z6z1`}!dkT{KaP~XoD*B9JUE(jVM~=2+v;9i5T}Zt$|-IzFLqIhs-_u7e#i+%e9J?1 zU(NGI1uB`gZXT7{ao#ko0>w1tG3!+!_%8~J18Zad zQXSM<(^`SoO0|;jI|@#P&xD@(k-R7{Bl=x_m+MEi;1!mFng890i|xYg1>sw z;Kw|Q+r$jx5BUe%D)_S<%4Z`JxL@#ho09D)ALVK8lWeCs)jh?h_$1c|?dSd6H|{96 z3Qcz}WK-Ew-S(l@p<$tag8PH|vFw_TQ5Jd2OT?hBOVp7}oud=%ZBm)ai#X9G3( zU|^E1#iw)s9sVMaU^fT021eLvHqAZ^tgtP)1*hA0xdC^HuE`g3*W@#~cjT_mnPWtok1mPU?Kx3l)~MyRJoWuF$Vqt?2MT?%(I zv)yjywU|OG!9AZPzp85*nfm5f&XHMSWS*8jFPwAEU%1HKDeQ1b-4ph>q#ogZCo|)(siXQnKERmBBWjlOGycMl z^#~k}rzMk(N#g$l00960G?@i_6j!vy?>Xn%%&f+7m*QI7CAbzEJa{OQ;1*ni2ZvG| zO0Xb73&FL;ip+IrXyUTm;_x;CWmsV)b43RB;@q zi(}YWuk#$={<5#^<|?Z5 z+4*!f8O96iOx%k(`5w6GdE1GX9kgJ4e+9_dQ4!zlmeCRIKymwK6!{X*Z1)QRdf2h%4qi=ZZU)+jdEg zK~kBkE3VxbP+J+voAdlw0Q2D?y8-um8}Rx(H`e33?VR}kI$-ygIWd>f4?Le~b{z+c<(S_J;$AK=Adk&$$$i?71$b9k7Wd0~cn6YLPbeyj%SfEaJ6RRjYW5==%kHq& zY!>?jwo@Qs*N*I9WSqdD0@}h)nAhKZ)1Vc?q4|QpQ94pq!KD-a_K(W>mDg$MWN}Ka6 zZIFjj;LW~5Yty)+y@^BQsx{=t93l5m=L!xHcdt)w`t3RR${QB~eo*Y=$E-p7{w zoahe?cr4U6eZEKJP`#lkf3G9)xw3R3uZX4adz>jULLC2r9;n4;%oc*q<`);yR4NW# z%~}kefd_0UCGmgY75j{6?t;zVz;#Te9=x(#%R+e$v!$!D=_7u`RR1HqD4t-V)6UG7 zVPd%0hZXcb941onz5ScJxv#6(X0O92k=ue}gUh=sV-`=i(&8s>k7 ze}+8QZ^T>i)cJ(U_1Tk#4?`a67vhng>%XdB;w$H)_}BjhUx>^43C{B@*S9fu$Su5u zr_x=)LAtM*pNqu{_ju7P_#l3=2Z<88ppF&UeQv!OF9*%SIPVDWX|)j3Ty4F_bxUu4 zcPHM7hq_1TJea0O^2%5hk4leK*{O8Y5J7k>um5%2_c?BH9 ztKm}jGM>$s$b0Zbx~EQuL+w_!V`hXjz2-AZ+x`ll=`($SjM~eCxr0C2BlT8$lAfaL z^8T_epRMb2?Tz9EaI3c6`LU4EVR^$_(wS_IG=vW^M=FPJbVUrTZIc6e8C)lS(`|Tb zUJwhS+dWmb<3+Ftw&QQ?xw4a4zpMM2eam1TC*Iui(_U=_uBa*omX&ZL++aEJEbGm7 zvc}Yeew7}IR})l%%WDU-U2>INF4BqRDxH{$Q*ecOO~3@4h-eSTYOVsVSj_K=!+qA@ z{3btY{liPS&Rg3&eeskv(Q|-@dfHeUIEMa!4Xj$$Jh?y?#e|@h&UtZ8oEOjFIvp1& z>I&@>=c%b(NjvCZ0bSFTQ~nG8nom>IGdO1Udk5#-<^0KXT_3=CC=CjaKkwMw4OMH)W)$kegjV`0!qy zhi1X-|I>Vkmizb|vo-_bbw z7nS6HynrkZ-^moJ1OW-LK|V4$)gJ~xUueO1=+@>wH|Dw31vmo_SvUEBCDApQ$4|jO zEP#DezYH6Lpzp-P1UbtK~|7OvA(Ppi!~0Hi|u9=*?8849pQCo zGShIB`JomzW>;MBLRs7e+yZ48~Aw1Fc~r^W!+O@s;-@ zy;2#C6J*CWa-bcK;aFYHaD`$8Szdauge)Tq@HV;-565w?AdIqe@CY8NEo~+R0t)$+ zzQR}dV)Q#C+ZXi;omK3I&+@(81ACyXIAEM}EFFY;;yC0|C*TB}G+Ir8ds5iq&RS}u zj=Khn3sBGW%_;NQF_>=eGv7>wc-o=&z*>C(p2>$Y;LD=!S9 zMmUJ_!X#=zU)Wvw5^U}^sRfXRY3wWePnN=kUxEhOm1GbWmzjB1o|Bi7#bkEw$I0@Bo-e!cpA4;(z@Lmq?a+m=yv)l(aF93; z%P5yR3P%k^q*-~Hn@yuj?j_wZjHWMUvYG4wyU(7o@z9jjXDJxZ z2Eb4l#@@3b?1V}2SXKv?<8#)Z4Pb9rM^-hYl{F4myY_}jF$TN)N8(5fu@kTc#IhBp z6@-=MyA@5VYUac=Hq{*AEY^feY#A8;Vlk{R_A*C|HQu;|*Oi-DMoeXoX&(N=F2fyo z#6qzfox(k|Qam+ea0@QrU6Ycp*)KQ%`anaBWRa{m%fjxc)!0aUfaiFEUbE|Xf!?sE z@Yb|V@&WwET2d_QgA!f0hgerU421i5 z1xxeY_@3%QUgQ4(dZ`05v79{tkJ4z&=JdxhP+XrE5Ai)qg}W|`PpmVsqtEm&J9!AdY6=w+b(w`D z5`$G)SqaJ+IxYth_5kR>?_n&&LQlAcL(S|SsiyFEV!SshyG`-1K)b8^u!Dh}J+6dzC$nrcruz91ek22froJA)|}x zs#xhht=70-!B*!b991vjHXTrB++GeMn$|~Q?IFOzrrVa zVZEb!;=cPWY_?8_d%l)dQ|ksauy&HqS#RpIjMgb=pq{{EqYdWu5-p&NYO%b`&+yY` zd>5y~JTKiBf8uc05o`;4jH9-Lk9K>AHo7Hm$qC{xuD3RbIM^?Cnf~epb@+B?HJ=LU z=)7H6%*5JI+fbIzst?)KHmfql@N7`kRBQQ76&4JgL?}cUwKrs(4$5N=D2DYZir1h* zre+O>QdEQrX$yidH@CoN<^>Q#CQO4tPAP0clSMOXMj4H#T!KTmlX}R@u!nBoHF}QE zj03)9?~GU9;GbDPYrL4kJ7NX9A^2P^4PD%nX)*>*;|JNv$o4Z)Y1ppTq_^+jOIGOP!6 zVHVE7I>xc)U|o2vjw&ydG8K6R%wpK6E*ytfrea%!Ph_-sONzVXTIz%4;ka%rPf>5R znTFsF(?;MJJWc6ETX}gO)Z{ZW}qD0Z+fyLE--Gjj{R!EMSX`uEP=*30GhtD++>c(MmRq6`<(Fwu*2*G>jsIY8ctwI zCZ%VvjV7Bnu^y)PE}E+KE-YuO*w5co0!qPRmeYBrX2L<`vt0H>k(=L=!^M8QV29}_ z2uSf}q6xgBr8q;rq*&QTo}uv=@RI~QNMHCc4D?g5?4<&nJPD`a7&Qo@Z9{o(Q zB2F|`hoH7$?NkWXb73yzqij@HcCij~pBPS6MN!v2;|0kLg@LFa?qX-n-M`1KvN9~0m1p6GZ4%ILoc}DIhVDF@UDFWDb=Hi^Q&nmS zIox0AU-1PVskg9FjZpnfCXO-;|AQE1vh0PtCx4>j&JXn3S`A~IRWMtwf)#My>g?+* zKJbe?23z7%o&jnaKia8t;S4J)_R!@;cFJG~CJ2g{Dr1?so}!Qe4ypF8a0;gga#3+t z6>o0KMIXgS@xXbH@A0a0T_iazLKgY|(htQ$@d_7tE6@;GfsVRz(YBz#H-qRwhVRV? z_4`&?rO5V;^kxc~<0_DGMi>{OwoqtEvJlepw;l4{|XIg zEo^`RZnx+_Z7Eosl^^728cP>-Z&Pv9pyt*New;_k(o};YO)F|Ruz~C>7s>bL+dZ9} zK_B6{%I@*=FQ#7l1aC!%RJc_{IjOXncGFI}47Xv5h*no&ja^*yqc~IPYy(HsrV3Qr zq~jdOLo*F85sd;1w)1mlF07~Dt%ul8Z4H- zuEDmhJN#d31U|Ly@NQUAo#dyj{q{09I+hddUV%^4N-W~)fj#juk2e*@9A8UJ{S|?xI9r$b+>5q3h>m&sJM4i%y*)g`?HBwjNne_qMO7&F&W%kUlzqp4}jQ@|! z-6)_gbjR0*0%}ch?wxYCjHZ)votwyG`K_QJ%f$^JTGD4JsVtIToliOqzlyd&O{}Hf z60)Qrn{bM9)$@8NXT(-#mwt%9I;)(+>7Mx7>7Rm+<5aQ4mmp^Q#)tzrS_~3WEdi3ZI!Poon8wsl9evK{|sk)$Sdt^m_Y~T42w%@2Dkc zyXRp}k%(1HZ!TB!luyi5E|F+n6LFI7pqSzu662f%=ZW~;lj?sWE_-%5wZebX6~liQ z19YnI7&g)e41EqW=Tb(O)vMAkM(&=CgS{1OuZXb2yyF#!fhrzf@_~l62jT}FhqYk5 z@q=UXqRi#{MUNGh{!>NU2h?1wCN8U=@r+q3S{mlVzt0z=T^vS z-W2OtALMGjk}u(lc|%O(Gx#)98_wXha0ah|HLxmH#!C1?m&dm50p1QgQP-F4buAfz zF}jm3!V_J!WD#D-FkcUs4-4pQh8ca>(p6OYv6d{r(_!G#D6?naNx?b_C|S;w-Mn|h z%IdS<&i09GHr{nb+7Wi(;qO2-P<`ajJg>~yD{jxgh8cwzjft*NI8PO@GmFcv+@hZS z-oHVWvM1yJYm@p;7h?s}-O#*haONz59#{Ls) zQyu!mN>$R%BC?B|BDW!=fco3z#5MIp&>H+t)eOG-Q8V8H*v-8C3avBu?;t2 zGPV>O@JF}M?Zg)RGyJ^woHx=OX{8xyt1(h+_2%>@%5vV0ybtd$V(m|S4XiONTVCha zi(xSgmrEg-zhjT!67*w#vI=mXoijD?9B2o{p(rk6<4gh?T4L?lD8t(;;UZHIEULgT z?2g4u{k4X@hc(Q@6KFd-CjZnaVxPE+G2l`$5Ch9Zm^vt0@EUTdsO^3PDQdmd-{nRR zdenN80l&gHxeR`mxkQStA@=A)P|ry-EcnSJ`)!kpH?2r_GwV8}PcvB zrI^Hj%T}_cY!UN?C^Jf4dNx~)Jn>d4FYS5aAH>_b@90>b?7yJ9@PoQ$==Z!7KjLey ztLmKkd!Nm7yTbH$KCM5iFZ6{zhCd5_?R=oWoYUU_=%{J;)fw+!&TCT}|Eu27|LU>Y z9lj%cbe6wWK!dV8r<2Y}XGn%4&Sf<(xTO=CV}SpIsl&QQ45QcXVN}rHlD5m16duxo zI=NerW4EAfGQZE>~AQOr<(dS4m($5omxxjM_)Rt#tCbQn$Y%4&M ztah@P$+6C|oBT=6xAwbQ%9ip+Il{_M31Z6j>CEBCX;0xSvKEQwU9`4cK z;;Be+T~e7SloDVvOo6G8i5{p;kPN$|TWo}YE;`$xH|>C{hLU>H1@~U4Atq8ewSoSE zeC`ME5FWvwv`RgKZPp9I5Qk?nq#2?gyS?1u;VwdxAhy6v+RYVmp2-vVkBwtCR}i27#yf*C<)tH5JBl=xu=tb6u0&^%gt~H&~d6rg3-dpsauuFx)AF+z z%eB;1*Cb;HZ=Aa48H(}PC~OG6^2Fm?J`^2$EM^VP>e^vgZnW-7r{zH1i3ZBNhUIo+ z8g!u-EQYn9uXLaK09Q++$;mWazs_Pa~R%;3>kxyl;7)!2{-|Fh1YhD%7Cik zIxB-K4&$()y3hM!IYW3>ST=uEIR>6$16GK|8KTe2!r%n!!iuo{Yz`}Kw4X(@EKtnU z08yp}WHg@$e3+AWmX!@1gsDupZ^a400960ELjD7701_|d*{yVti8OvC?vQCmqO42#R*b0xRkU=2?PmHLU1io ztUz!`aCe7N3bdtYf?M(89-MC;-~V@hcV_o(WOnx6bI;j#Uj0Z#MRw6wRl~9LLQFF{ zLnjy`KHvj>kH5f=>=XNdI@nue@DV<;GjxGxvI(#i2GC%3l5XREsE!u=1}SVV>j&9* zFV-BI!b2wc1U7+1KzCLh{$w@aEbGeFlUNda$p)|>mY?Nd zRahS8W5KMwk;dooY20TFu#)+6&l`A$1X-~VrqO)9gExSeybbKc{dfT5psy-q^anp0 z&^i1OeuO{81H9&DQ$!y?VE{Gq{9sj=QB+gbky$VtOVdeff&6HFh0$0M2h%W(s;FVl zp;TW(Y>1ulH`_l4n2tAEo=b0~$9?TPMBR2eJbR#_YKnSaAZTna0& z2W+8Q{3*q`>!1tY3~_uD{2@0%rqvJT;u+r3st-5#JY0YoMnh-_jbI5@5sl#~|G;BK z3upm3X_aaTYca|B5pLkWco{c~KQU3{r6R^1>v)&7?ErBv~s%mY90S4IzhU9P1uyePzD8jr_#tRTOEt}+HY zF5z2v6?jVrd3C6)XIG5JYA_6c<0WvDST8Q}SL`DGVm{;V*=u1_l(ckK6{12s601@m zjKWmxL5Va%p62QJoE?-=LO?J!HTsHZ^dlP_Rv{1qQCO2lz-1CTSHEMWS#y@1w=Gj`@~|^#d8f4?Y5qy;-KDvr6N_F#xq|qM*XbHdbW##fia%ap0hYYjaEJF z?txQsQ+xv3 z;wUK_MPLmXNgfRM5O#7Z$rhGEg~dEzeS%ERP%4|U$$S)yeuQXDaz;CaCNy6-ptm>=8+b)?Be(4pd?g##%Y5^?5k=QKpxJH$erPk@uCHC|wCn2CcS0bB4ha0Q>SH+nCK95gi3xoDvPKQ7ZU z-UrJ;d8hz`FxlA4&tQFDEovf*(G*{lI&CbW2@t}=rR2KDkynlae~bdfN5LXvA_<*_ zL#ZFMqf?@WaSzXnhgi>ijeA%;9M@HS3id-ioXUuqEX|7a?DBjsf>bA6JBij@EF#uA-^*NENXogLldH^o~C> z-@vc-O!KZVsjv*eIhs`;vvXQ&tk-&B1boHHYG&=hTIv1U%Q~`a(3y<~uQ}HJ>0rU=)J;6)#IAewH%J6?^(^PB7@yTwkxA>Et)5G&{h-km=Y zXW0sf;Y@VVz5W85B{Hc79OLCQqZ6N}bx|6t2M?egEW~)20FUKVm?%QU6_$zdZc2YnAhw|OJ&0-@7N4iwLyJlLe@S6)Yu{ z_84g38_lRk_+GKYILouR>zw0|*O6ZH_CO-v1?9v5z8$tftnSZyjUQxpGY8Kl z(R_lB@Pyc?{>8Q8JT4Q5G1E$L>!~j4EK*>s?a#6j_9XrJcri|l62;XvY~ilLmH5&4 z(T#Oi>!ZiU9P4iQRoTV9Az#ZI@=v|i5mXJU;4Ya=Npx6|d%`M&17ra#iC#Afi{eRD z1Yde)1}%|2$3TlqScmen%+hA)f3X^z-)z%n*pJ}*Tlh&$OS}smuSLmVD zd`0Ugs7?Q1MXF1+`FOb$imThy%)11Zz;ccIW)(ivZqHqjpfH%S}7XDyca6Rh|*R?|3$I9bgRu_lC1>OiJ=(_n8{^Q5^2&jf5;HB0SpIJ8P zfjk%tujv((kwu{3|BxSIvAi`Cqr`6LfnJEz>U|3|!w))pCc;sk3_hV7*uyJtnYz%s=+gJfFa_$kS}8&afm*XUVt@F0$<~jE~?q z*b(i8_Q7ZU92tFP3_>Xvx8WMD$K#Np`^gh_QagyJdVZwwpYAWG;3V8-_r72$Z_BG< zE$pV1SWOJIT53O4M&EIDUV%F(G2FOhACP_NdwQl-7^mN(uOk z?=T-js=3;@14sBk<0|-(BI1m7{JC`;Vnq_~$uG&7ZfCv`a)|9PT@?{~Ah$^52ej%s z2!FvVHJ2~p!$bzG;u(;xk;-ctOZX{hXmm8&@|Dm}IbuCTh+QySF_A%_R@)5cbs2DM}qkK!{SiuW}i;Q%-x?&%)qck2G} zCwPx<#XB|KTm>!o9czt@5k9jyG!g4?kjO*(ume<99pQjJ3#WGA;6$EDKFp5YEED~` zzMA&R4*QA~ft8RAI4km4JXAy>_rp#VK@vo^-tc10mfUNi62>*Q35(*s8Jk>KuatPeK^-OJOsYis^k;g zg0gTlU@`76`Wx+y-_0x33$IaA;|Bear3$r^Rj7e^1eEc+&dOSRFBRrWoztHBU&`+0 zR}U$MKd0r;kdN`!;l)*JK3#2vt*{-|L0jI6&xTnV#kfC;7$5m`Jjq6hR`@47qc#5t zR+XP(ehk798t2&0n3I>32Y58hV|NwEPLL`aKsx_M*Y{_-Kq=aJM?n)D$isO!rO0i( zuUL)6bZ?8rvGBXrSS@*Z$i!s#fNUuTdCNJ4tq4nzSCPXo0wQ1vi-gP84lJOu%8Tw5 zzDu+)tC`E47qY887fSLHJcBRO?x3$spt`yaN3ntMj`f3A>Tmw5G0s<4>%V2Nj5T9THLlt_c~9zSY~=?% zEBFfj(W=7|SvHN@EC;K|qFD(Rrd4AWHc)>a$b4EWe$A3uXYIn1SqD}|Un{M>d5{FKDQ1G&}6lmAjC2f?8VV&CO)p)MsI{mE~=otG)^YjJQ zly8OEtR$pqo>{K>W)iE<*Fs$klbk6{?`56!^ad)z0(Oam?hA#)HJ&E&lb_F5zzVS0 zsDN*^gRUs@ikId)N@f%FI+gYWl5r6dAjDnsF{K2ZrGcKZLEi+$c=k|)C(i6{dObxw zMWR;d+`8+|rvvU9cWx;7UIz}Pd+JB(NwwXO(BuNURa?rRwJo*Mu-#4Src=uK$_b{4 zks(ys$*Z!fa!zNbAiWANMB4YNvh=sNqbf$lsI@9VDc*_RnyQ}ap8$#s#yN+r<4YYp=j`XSiD9bXTXn2fU;7DjKW4&fv%j-ki!y6}%2*(X$^p z|2I#Ub7ga0%FXIdmMi3^AYlbryX5SAeXS4jlPe5i^tYbL?p9mtr5w!rS>vs7d>r2r zSl=_9Pv_4Am2VMmqwDPecA>nQ>5pl@@PfT!fzXA*pqTDI6>z@r_t*R|kIsq!qaaM8 zT<|S#LqSjgt9*G&_KTb?bBX(G52nKvc*Zi}Ed`JT21qbD@={t!MnN(^Eu!GC_>+!N zUb79|vuYc)j4DRBvC-OX)%9dGih8noj)v5xI&?To6KYAXoOvob@V=9trA%O%z!Wu3 z{pY>wtwfb*vZ_ZN@(c(aPmjZQ5X7-M&@~{ z2GJ`ee33=Z#@{tP-H2#T{B#-Wgekd~hAp4P@jwMMi6fQOwrG)Jj4HjhQHAn}XwR6dj|#Vr0( zGejg+p%5sK{`ZP?Ft6s?2H2mU5{GF3&kgrvv{?)5;xyfTXHuYSAVWnHXadbdFfrK$ z--%Mt3R`I~K*Vl!}ERSOwltXK_GW(X04LqlGmH`axT|f%T2*Mhi-S zvmz5m!Y~>NA4PYg2Nd+2(LLgfb~e9ZP9q+UVLR<8`idPGO!aBd7oSkm=m&oEg}e9w z<7l9E5lOyo_@C}f-_Qe{2L<(tC$l9$@hpHMaje%GVMqquYuNBiVJ{G@$08sMR1&<#!GL@?j5dZtoZRcaR!5+&7{RNHVcIdywT{9R z9xL)1(|MfeEf(>Uu#~UjS74F2sny9+?Ys-QH(<4R1nb?m@YwLbw|mbY@Vnxgan`;g zo^b8E;T^n%E$&O0V?TkS-pZDRQOd+%YpYo7R1m$iHjLwc%K1p`}{4vJ-y3w_7v4328j;dsX?!O zd#Q$Jj5)^qoet7(I*NO?Qg8F6?<>zsUttfA{N%2pRrKCnO&{HF!d6j?nWm3c(dsX# zk+Y~-%zT`8z3+Q-au^giYTly%s9yML^Hk*duyc{uXsstM+f#Z(4``w1GELTD7w&1s zn=`_8QZI8m{p9H#G~aWTX6e{$ZZrdP%!>%HCx`{2f_>4eB2z>e`;hlL@pH&`qDM$q z(M?n@c+qnp{DJw3UeWt((n3)_I8@|fl~`T23DbEka|5-+9_C&;Kpilv(Gd?)86(C> zGjfZ~#!Q@x6~zJ^<{rlTZVCGc=1@NG0MScq!Q3id9Kih=UOT&8!JaFoXzza2-7GF* zX6Q~aTkRJ$J?HSeMh81tyZq&1l~^hUs57`;j8i|W9pWnfZNI?V;+}YcFYuOd!Vck9 zcRTiT+q?C|A{=1N!)Q@i_q_R7UiiNQsU*f&cZ||*PWOh9YWY2EjEE7-aihk4%_iwa z3LZD+;Jp7KBE+lLxdTh7gZP{F`Qt^X-9$A}4b%aBrt}@{bRD%09km6wVt0{lg{k#g zldr-p)8E%ZKpyqmu+dWk=d#l(fss+Emx?wl$PvU;yCGh~O1$zTC^nHHz zreg-i+K0s*1U`>h#I@Ee!wTU@Hi}tVV}@(*Q9wJa%UBZ1z--*$uU3qQM5vCVwWfMy zWHoZa8j%MEnq7^Ze6X%X|2vT4G*Xzf5}U&&iMmo}$rz}oHFiySsQP1P{y}@D%d~(l z!(+A&Z?QM(jhd}ySd+~)PG>p8Y$prxLcFOQ8MH~Z;;-|ADo7-BqwH)f2=Cr248J*CZk&LR$G38RBJ0ws(tqJ%L}oQ0yg|JRWT zDgx_J9_%J-Q(hd-qeVV(Os<4zRZ8uJeC|EoflXlzw3q6{rfGduk}c70IbQQoWvI#~ zLrb=SCBk1?$<={)HWjb1bGVt;;m5Ex?$%tH3v$CZcuxDl`r7e~7A0k=8%WP24^>y6wG zTxXVKZQs9wRZZ)#VfkTHgb#igG{!J&BDfzf@Q^X zh=B`u7*bd;pR1kucB})#aRFPxFY&Cpv*y6+!iGk&0*}J4c{2)!EZ~nUP@iXkA1Diy z#Nnbf?@euZ4#)`|x&Ir{1oA*3$|4XZ<2DEq`RF7&$?D4(T*wDOymnKaVINM_o_+;; ztDW{DwuqI7a!^WZVBuL#kR141z|6(m8Y_)tbnwFK?sYo z*un`2u#_+ZeA%V72@Yx9zYAmGFZ{p~bWJ^?%jV>uo3zbLr%&{U?wHrvR^2;WXh&C6 zymqJNOr@pN+WabV3l$5?X_`5IrGHD#cejPMjF>?)Xc}#CbDKqc9y7uhXwG$g=BCiX zzDcy)4L1*k7B-{InY75wWzM1EITuG%GDE`#`ri9K`1aF&Dxd3vZ+F-}+DF56x2WSe zNVPmi=m^Dxt@5q##fG&sSJTzduYAg!5h~3QG~7)J9ZDb7%RGZA!5vIJ-6txMnz-?F zS?vg{<(?`~GHd_9cNH3BCQqn6*N-jv3bSx#fC@vu>sgweuG<;|LfBXE-ncbN?ckaCByieRc z%15|jhM zP4*kk1LtMnjT1`95fP9L6QX3uqM+L$AyO7|OSvftMcrBv?V|U{6=J2hK^G}m9za(o z!78)f^zzSzacY^`pw_}#NRS`8TO%YcjZVOWfw68cGeo`d{xM58t zcnGtbEtu16!2K2@{as@Grm6o!dBn|bF1yL{gnQi`F8AOFS=Cf9Lu6s|J-%a#nvh8_ zn{Xq#p`F+_n2w8r#w3|&%BxB{xmA#gI|Ji2Y4TLSd)LdQVkiqWa!RW*s+P({wbY5I zEfG&*a?@BZH&s{pC?8dd{mdEV6rwJQgcMCg7x9T$Ans663PjwISIkXcNOg!Pr0P3O zoKL+ zZcv#-Il~?2&d2#!Om5UsG9c%AS)$h9JHf*`6+5|qd8wF+>3R-^G1$!!vjIbPg~C{G zYkt%n=B~kXcQL++Sc9vvpR6K=iM=8U4vA)P6Do-?Hrr7}ybZ~s9;_Bs#Vhf%SPM0w zxfqYPK+`liJIYY1oFa3Y{aC|{kz?fme`EhkFIKMiqzt-mc(DEq$KY5r(nz07!CTH? z9HqzMG(Ak0_EInf%ephMftz1`uN%7?bxyfU=a;kaZ8;N<>PGH1y;aY|<$4faaK`HC z_$5xqecmLDm5===@P+?xJ7eG^&X>t%m7M7NK{obfVq@QFTqD=YX$foPS^U+l?M}xu zJsH2i)!u9FtDo@`zU{p$i^;BTw(KwEYl);BR$(9^y^elupL-s7jj!>pc_eT6p5Y_; zW8{6=D*q|-5Fg@}K&E+w_py82X?Yuemd5GepA^|W=0)&xGs8HMOLG_Ebsmw#nZf}Tb7E_tGd7Hh9!QQ3>&+HdqwzabW2l&8=2nTTO3Bd|Io?H$K#9S=l4wkF2Ie=zUb}o zA9-a=7A|YPjW1=gc@HA~)h}pE=n37|*CU?$p8H-#{1bXjkM+Y)|~ znD$)Y?VY9zci|t+adX=IYI^dorWeo7(uYgN_V5qmHaT1SGa_%B*8WXdhUcm6ui$^z zzu#o_x8ci$_C(f*?GT&7DLlxZ!jAus?1?RK^ zC2#`27wzZf(UH6=R|0nkHVEc74T2xU=L}}|I>ndwLOds1K{GR39WS2idu@X4?EZ=3 zC@$kw@WPL8*`x30%57_yhZF7UK=$F@Ptha1k4zZhDi`2e(LV?Km`ePUH{+epon1UQ z+dkgQWdr;90M`lZ;oZD5?g)=_vV>HqZ2lvBoKu~fafkWqxKHD{JB!7)bQbT4dl({R zc`8{qw)|RImc}96k9y*tfirZA-iIdejGDuT;OE(PRXf2kJRzs}E2%l!r8PVQ*6KNM zm`l-99Y<*#MY&ZTRY*;ON$`%^Xx~#=&DJ~Rd92Qv*cJYVE>MM&z^_3U_Np{}4I%#yDDG922O$f8gm2U!S! zE+@jF;4+nln{YEma!dGB9#Jh}vsFH;U;Hqz#Y=`7yhYaK5wh0vCR4)sb;v(3R=d1E~!<5Ii{tMVb~NJT?!uAzJo ziw44b$M8YCLgzRg*NI$ugtk{iXX z;1zr$YXj%QqC=xj`RDO!{=I0iK$*ZH{=#V(NarG~3OwbfTm`DYa175oDE!+ddKXH-5$=c!Xdqw1kFhY!5$RAGibGMD zE#jddP8O>m6Z3)tDWZGC`9OkyzB!-pm6>Vk^R9#$=8RW6W{)@1OgD8n!|N5#S=MBm zPCa7!20I7Ggwmb9z5z1RtB8Xsm&h%;(p@!=qzEo8B`Yfn*Ef@hDO759uG5E(PsEIitjC$A@Kf+P;kL-rOas^w7TIvBcHa(!T#W&`zNXKP# z35Te=oCcrahn$8t#dWcm9*VPgfu4(p_%}X=Tl7Z6b1tZiWicycg|(_OjnhSW1~ky)iECmvEWqEyL>kShI8BzvIHxC` z;fk<_zEhRB3fJc1x|Hq*E%^>!l#k>{sINE4w%8xb*)x@~UTV9nV;STc_Jg&2%{xLB zBObtCFgRkDKB|{F_u(@AERWDpx&gc7Il2RvVJ{t_Qjw?V0o;^NtVTYECEjkDAQOE* z({;E{vm^e6+w`M+0KZyQJ|u6!H&*HEMcjoNk#`}3j?oF)F8eyyAXQ$5x$+UGsg-J( zb&U~JmJX_&Z~#81Vq%E(SR-i%-N4`InRvmGwu>S$KV`?auq4&P5-J6qK$LTn7OK_w zhQ7m(ZHL8~x^x6n_?X?}D{&ZCz^P)2h=H8=g_r~5#YSvTOT{wl;y!>4VuRQy^5GUy z&(>!cRKfS`>OQA#_>(xSa#DZiEwm05b3qNv19fo`zXQ#%puM`{FvWWD@=zYWqvEPM zj72H8Q5hI!k}#+WsLk|()9G`ZfG21+&c#^gE9*}i!2@av4WSvFQ~l&7{6sCp2682? z!&G?<`@<(tReuU4xGNmTS+X!6#m+Eac88PL9lFDF)fo!#b2ZnS=o?}8?i-AzFRXef z>c_)*3@fUk_FA3kfIIQA$PFDuThWtNh&0T`9q4;Vp`LsZW1%W7baPM`$ubs-VL$H2 zSzsv7#ul;-yv@b<3~rQH@QA#FxA8jmg|Nb8VmF&ewmN^QPSD1xP$q_zD9N%*CYI;U zK)SW9VLKjZ`wFaU90Or|$&HPnL^&gS(@gV)SqEWkQL7;;szl@w zm`>&Nd~%%ybP`$zj=>DNZ(7M2R9LU_67?&0oID5DV3ADL=U_cG(93CnJnBxRY&x5c zc53KF6ze+!ljVG06I!fR!uzxo{^XG=-u%JJJk|5yEnhXNOuIN-wOE=2NBv{v7jicy zn+OB;C&PaG8)7mx!jn`7E8|G`T8@_oaTmT|;N7~X{!p)v{2m6G2GoF-!E&fcOKd&c zt9NKKPlc%vq$xZKM%iyZ)@FjSc8;`bG|^(he^|&dG!8zu2vJV@5_WP|b&ONt8_P5& z6?osnZ)!Vq^XlntdbB(P=PgdqEjVtwW`@2AKTvnuH~VO$vtFL0ALu5`()Hyg*bKdB zm}x`ZX)|nrBub{8umc8AAz4%opgel1n*qn+D11o`0zbk+T0%qQSxBRzz9D+M_0`q= zNxnbmk$efc+&GoPL|`nJF|inLd3_pe6zgnlPVzI%FM|*Pb)_Hbb1`a2(U#wf+Et&V zqo5pxAO!g_KNh#o6~*e98xE_Xyi$#lb*MF$!Yojq-o^IT1C`|5k`V#XFad#qIP^o{ zKZMUwg{siIRE{=?`_K-a!CNAYHp?5>UoODQx;|W>$+%Qsq{DPYeIy6#L|L6Wv4J4k zE0@S`#A_5J?D+wn;|meSDfL1Cxs-#$id=@1RI17jAKUK91-YOFWrZyElXt4N)Shxd zR%aO(gfLdx$Ir;>0H5Nd{nV60`4 zWt7X8V%5^;PQiL`k5^cRILB*fpw-RFR#msrC-(f)tvb|)MBC#Jag-P>w%~Me95QK{ zSR*2NAuXq2>XDdj$4&SNPf4~+7*FBv>W65I!W~bKAkU&R%Q_i=DUmFuqh>VV=yuZm>k6 zzN@-HAs+2)z_35ujPukfYOAK=T0KH#aT-8}<2jB^& ziV`qSbjMQA9fNcphT%8j7x-F~0#`_JfTQ&zyXsq^s`=JA!WZ=xo(^wOF8WKCp)ypS zDq5%ZjlG^y!K-|ptI}fVX*y9a^BrjU9faIJ`7D|I*g~r-seOwtOCf>JN`-mD@2k;8kiO!Hf$HXjXi$93t zqAea4jqs3|Y&q!#eFqyY({6?IFVRF!rCGEQe}Oc<1{=&9AqX&^JY`O(pw6K?VhP)2 z`>3(qZKr4gCc!(K&P1qXU43aP zO{e*Pp0=c~s%dCeL1UBXZin~e0qc^+ibJBltnL0n!H9|SPj@yQgR5pVO`uIG+03vG zcq&9w38#uT9%l2~sEa}^^0Si-{BAV%y*vB<+skCaFMRk9miv-n4>+19hNAuv=_@+I1b}QtSBm)i6{{g zt*md(ChjAM@f`3?43@yB?mYFm+-`UJTCY8acN_RtsE}`ydZyYst-Vn?BxmR``oqX} zp>$Syp|7j229D)%d_>j22&X2_;ySojMfzpLQMVD#q!b$9mY2h+vaBZe!*J?D1LzO6 z1J*;7%(NAmZ1TyxGMCJ7>*+Z(la50NIhP^>-_coEO9!n^EOz^OW$}#JpcY3A=1SIs zg0o9i#R|UWzV|UPzM)Op&&7}UgLxEaAva)0JG#m(n9Xdquha@vGyAZPscg!c!NK{# z!x%;bYJyL#XV`^5;!XP9YIr9MI+w&HF^EQE8nmXy{Dy*1hQg|y4a;#@d2?d{tVHi~ z4bFoh=)^hUJ^Tv)#h-8mrD3XNkzCLK=ZJN3g?I{nj->nI94^!6)C+i|UMe!klA5?# ztg7a;ZaOENRQVu`&Q4ogNUJCX$74fvlouJA*c#N8m(3{{Du0Kdh!l$~ zYnB(a{=4s5)$;ySQCA4dUPHt}FgQ#MvPrTJ{3EWzAsQ;$k)W{S`dkDd6(@?jRymhi z%*99Wm-qG41?Bz$k@?IBx zH&D$x;2d*q@w`A)-2Kt!ShyMz7E{t+uUBa z@P^}4{*#Y8$DO{|7Yle@F)q*y8#)WD_ix}-cak_O?)65w1KrZxUKO?(z6DQHt+^<+ z=C-`cEL6&u)mH%r@MKX0+Ea+~t6jK2RaZgFQ#ADh&a(p55$4i{8f7m*UYs^N| zRF0>O<~vhX?(^*m{K)w%cYWbq;JT_HeFd-da9?xNnlk*KQb*bV>8g|*YW?reR#n@< zG5HNAP#S*;xoHM$}WW7-sJM=CZfmPuoeTyq_zFLZ(@e|x7K7k^59=D237CvkWXUq-R z3HPYE#^Go11lsurS#@qL-zc7e-J`cQf>$9k9(F zu?_lBRm(m#?AQm#OrlkXOqFPpa09AOfAKwDYE`&_>2JbE_oQu5+dZe&z(=$i)iR=Z^j^s}g`_u4GEn(m67^sl%F z*XgCWj{jKKb04nq3-OX9T(bNzf_7QI5WdrL*m}%cB1z8V4EP#u+Q4!gdr%w5gVUgl ztxsp#j1S;CRDs3fip^}5>}amGiG|b%7eR9xMssc6EyvY)uI1(-I9s;Bqhf}wUNx+Z z6X0X~9*pbNl*W#6Ug0I9sHp4rlLEDZlAbpU4)AU#!f>yE&#X~*JbOvEpUHQMefyGq? zc*!GhBb9?q+z82Ju~m5&D^eU3$4VSwGh;g{0EI2Xj-U^)AcV*Na8Z_rJ6unnbSl9E ze$RUA-dNVI+Pn6h@emJntUl$%uS^J{AjYQ67>Gw{Bjao9sq^Y+h=wn@p{OR>>H#=U zR+c41LE(uQ5#ZKN2l?24430r3xqzN{mtei+t#fe3;xv%cR8F$%d)`;rtqDV5Fbow# z?VMthXgJ4C5{qG?h=uGnpUo0Qp)-c>zfGYrRK(WyAe4oLVn6)@|G)~dTBM0pcBF}> z&=gjQ|Bb&a)=+V%YxCS&_AJxID*FxMa59+xFjh=~cv?h39A~>^f|!6Yd`k2XzgVs< zXwOgpAB#V24q74FLn%=~jEC%083T|ND_FH|4nFwSy6F+Z0T+6z^Kbw=dTlU9@8>fy zV{oJ%uA|*pITg#f|9GFp)s{D+cHu63?4M+Q!!VA>V{)^}kjqTEypG4^Eu7(-Zx-2C z_sQQd%#q>eZsCvecg(P(SL7yBB6`0}mvsX>V$b1PdB(chOV*KRTGz1Ns`6%$sE#T} zk5!E#{1l@MMLAakf0*>Z-*{avtW?8MQ zC@SQC;(KI2(knuK@+H~Hn2aMld-N`S6Zh)FIt|y^w{e%V3vQ|XkfIjj5=>G1AXz1= zEwB}~z%?}!4?!~Af+uRXoJ*E#lGS)hQ$sjSrKwYJU!|-2f^%|o23niD>I6Jg(I%1C z>MJH6l(lo13Qz$qQBFM-FHsHHsq;bu(_Y^)U~SSpA%W}h0o@CJ5cGvJ_F#B!XW%P6 zfM4q&@CJv#0M5_@c?i74cQ}Bb+Jk~~=>ujRG$*59@y4 zHsdMP4UehO&{o@%rTQ8mZ#q zw@qey9WKSMU?Ju*wwva#8JojK zTqCaypjmMj686L(pFc#OrBCJJ| z;e}w6e z8@?vqt-+C2q_x8{&+`?=Idge7C!1M3i)-ObK5oXa*ZJEt26IIm#+9)WR`bN+k3sM4VO$Ag zJr(dz^QWmO`S_f4YvMfz?BW>fzZLvB&kKF5?^B9Sr)2$r z9yznEZC>FI_cWY>h4jkvDdnO`@Ta$+-5T1%5zNouz!dKo{RhRE3?7cVX*gB_(yaGW zWyo+kVt$ye!ypUnz~jL1N@Y>eD%omd&O>kAS-*lS))RV4|G|HdY(1j8`Uzds8?1-I zN(b~q*sV9|WY|ah$PF53-GW?JH+teZZZhc`PAbRIEnWcgp(y>upV4gi(P?LXhT`-y zv@?e|H;scE)^wN#(R54pSFIVahF9`rSRdI4|KP^hhzsFNbJXs}r7_8r#!L1VGn}iS z<5a-_#&BQ+w*SL<|5&byXUrP?C-xTx=?z2GF!dH*6X_+^XVyt!xLNice63!qXM*c+ z4IZg~)E#)Lj#7Y)&%jO`uFpfd9Nkyjg)>X@FK|+|#`l;Au~-ue(nP$b=HOmPRku~D zF!?Is`BZff>R62_0>`Ma$^#$N5WxVLN)a$gs?^{L*bF^X9k8&wDu#p9AXNs>s?LI{ z_`AwbOVnaD2NG4RYOPwBVE+^T##+zCotk*b4B%4uIJmg&VM0Q~ejoVKtylC8Ug=bQ zk8HV4Xox-z9rY1-Z=ZoAdTY<6lh9dLu&VfWK#b0<``NAN z6<44pCXgG|X&Ka^1nPvRIENVpgWwv5*`p;(6EVA09E)NB4257=#qFpyT$B2nsAho= z!sTxJDB-t{eYB7C*GAA&Ra9CPR9R(itHA|zL0wV1;Rp4->Y>i6X^qH}!!2g)d=|TBPD&60L1**b0 z>@7IQlc_as=8HN>7jtrRHgcqnKeJqLp@8;l2N`TENzoV%F&GKOFal~&aV(BsQ7mSI z67t?st0b1htP;~gSeAmJJo_OEE1GG#g=E1=7zVY~&#Jye^|{K#XJIF=QLSOES}WU9 zyhVKnTU1G01gF(G)qz%GAN`MdsCME>`86}?j#`KJRTAG;BWNMsk{OwY*VR?E7A~ow zcv^jj z)oOD<^7A6SRO$F1y3#RnN+e<_95O*g*_NT~>_Lm)iRO3=cVUEiCpl$6!(mF7ir)bv zXb#TBfR;N9chpf)DVN|XI96ffgE$U_Q22#o;XXg*!ARPxPtaNU#BD03JGr%>uelRE zQy1_QDYny&kG&rDTd_wuLxN_OzEd{bm&sSIP)t-zR3=~7_?W1;Lgy<_#~HXwPzSHU z23QV@pd-yzvn9TXs;{~TWA$7*3P<1oWYP2C6j!GOunD?*hU&fOVXs;5l!Y*}!Rdyj z;5_$qhUp*(AU}mbZajgd^(4A2zvH&#_StApTKEPfa#yo1>G^|vM~G^inqQ|%_VattKUVdJeOSR02@>!ZdB*+d*~s@ zt>`OQAlcQT11yAVHWopg>*;;|;)YEG(+LJ%nNx)kSJ@2v&eD zsw(vnF8&*@-~friE~uwIU?i5|O{$AzJSX)8+1?D ze1ouYK!;DDR8iM=Q~=xXs&IR%FySk8mhbRuc&q%j7xL0Kluci?w_t60igkFZus{+x zG*aq0J5G`Mj`&#HW0V(W;{>$`mO(Z_BX|$1Rac4;cIX5H6wqg$S$xEll-{pZ8h)oz zgvq~?p7S$~)!m^jm%v0`9K702;JSRro8onOs&&O;46*mpP1r`i>YGs4xeS*CMV-|& zRAzmecRpQlPr@QP1A}#It7`CZSW9!%8(L)U=qctO+ACaM#`_tc_7=tIrZs=VExEBb z-FgdeA;WqvJsr_w%DbJF9p3`X%ocbHU2CA&GSat`8g zJdfSrsnZR%>9yLAK6;D);&a@gFF|3>OGngE)e4*8QFTnUm2D1c1i@yej&(MftU+t- zRwmVR*-01o@I=2627Lq1Xp^%>|4k>YbUNUi*C}*@F2NAJjA~m+bPSHeNWG74L3?L} zlM32%2KwqVaQY*XXb}~0Ht4&sIL|>dKHtVr6}H2>J91BGo6u7sR`#GQI!mG_IHXnn zVVO^7d!BP#w$a-0IG(reTlcm5EYrZ?fqJ0s9^7A_$`qIF2c7Kp&{cz73I1$S~k_+I+n@k{4=_OD~EIyaoh{Foo{;)n~*1?K^ucTPL^xc((lxC zx%?hcwVB<$d8|)L=%4-V-C}xb-u`YmoiA%S-N)_imeJMRYHn3QE}csc2`}$v*Ny$H z!^3o_t`VNc&F6;c073-~{N>%R{8@FR&ZevT^SiafKlhjRhw40TUe~W<{Jjh0_Xp`9 zZ3{B{gGD2M8<|D72#?U21u<^8{@-_n>jHATB_fUQa+mCP`Gj-AN#QwR>CV5tH=N=4 z-O;+XijkU{syd^ML68{=;8LiGw;+xh!bC3z}aZ*Wt#E~qddj2nCQJv zzAVtAj@WPAJl0WtLA>oC9wrq(9MHVSp)eFO^jrN#C)@p@6F_Wa|p=mw+gJMRKZ&~hwh1I*r1xJ!s=61RLzr-TXm4*QmUhh zz>jX=m>u*igOE3 zgv_*vCqRgNYAlQbCRbd^2soopV8@T1x+8QH1+YL5_ZPOh^I#q!*USc_!O)HO;y6r{ z4msHBYc2KP)OW09ygj5PH*<^I`Q1>voAaLgnS7pUkmTtBb+`u@s|1&ldF~6l?LN>4 z&gpViPtjFpaX;QPKjl2uPZ0bK`{soL@#zp3SdU23m7q`t*tsx}^{ z1M<2Y?xH@DzSgRpc(bFjky(Fw|GSt7247ymAsWRCS>ZtdWXZCiR`7_TmRM35VhY zyg(kXVF7v}i~=hF14LKfQ`0aMn?e)SMB;K%>a&ju5u~V9a2&-JLtgekq;#EZu*$^Z z7g$lcTwSaNH6UJmP>h}}dOy+Bg1<{TjezQM?DlopjKL;qXUIe^B;+U_jg7R^Xhb({!EcLS0Cw?Vbb(AcN-WPIft~ zEjO^9;RKnpSgRfPgMQG!>Iar0m07-NA50ccn<7}K64Vm4RQ)FrZ7TUt0kU9-c->4e zUQHCNg8KNAs`$|n--jh?D#nX002r!ANbf<|N4-@yMKfQc zbaD3k>51g)6-jSG)fFrVXZUX#i@`c@Cv$PC3AcM|pH;}MX0_pmSj9@i-f$Q1V4^h& z_FHqsEgk36+`-gz#=sbGX`xlrTL@ZUXDAMP<<8ouoWi#qp_=@rFT~$&Q6N??=vtf_Jj-^CfWEso{~E{3+bu~?=cDPCcTQA;btCA z2^bAuVmI2LqoK52(^WupB# zgqy|mJC!x{b!W4TR?$Nhz-jzf-GH@x0}tyL;v|i3ZTgu4;@u+2Bek#aJ!W7!K2^Kr z6PMtjx(2uDB46M!_79>V%E`B{q+Zxxuu-Bo92=T1;T~-?Yn;m53Azco!(}Y$gy|Rf zRz1Qq^smg)I{oxxO{9wVi}$U-9G;hu4j*W$YOC5wPt8ybgxMOXWy+E4-Ktv3T^>@M zRUsIuD#?6KQ1Q~k>r19L{s^DUTRZjZ$7dbisp?ppr(!!@+Wrf@qU>5gbGRDvtuRf7 z=?ZOh4=l~^D2J=j9wJ_|JNWZ{P(ZG6O4;MuP|Kai*j$BQ=nq zXX)(}>tut#laT~UpfXq%OJZrPPxYx62b5E82#n8kT_~^X!DCv8r@XuDvXb$uc?lPU zJGv;8f-bm#0^_WG&l^X@?O5t&=E7VkPQ~dc&xfx)jUm|?>6GI}+#iy4BJ|-<d zuo50}4cg=U3MJ?OSMtn*0Agt&1Tyh|`FNk7@ox~o3ts+lzXFz+6_D=C_054f61lu~ z;6FIJ6&01<&`w|;5?9O22w$2g;S|0Sf0n!P=BY7;&uF6_mP?T(Rza&rF&a6 z9=7s4VDnxgj0hNF63hrY7q&Dl%sF2yZ}#TFpZ#@ku&O1U-z$~&mFUd&IKnofoFh3H zKcW1bN}K2sHs?9IJ~qTc5NdUktS%2da3z(4eRgd(*qMXqwYe$Ga^~nG&PnWG_tmMU zC1mDA9nJZ;u0Cgv!cTNn@lsJb9wuUhZYv$9q`pi2X`|YM2G^+4&{4Ga=Rmp|k;G<3&3To|TN9~0-yc5PmdqrKn5 zKbXjat@n7>PIB7lea6S-gp;S?mvEJ)V=Lp;TWC2IHDACO>8G`=MRbW<*v+sRo~K8u zoV^LZ;#i#*YnY}c7@Fz)_$3vS7+%H6_I#^0=f$n!6~8rK@OR$Z`iAt9pR9TMCftNy zb#ceG9K8bSNd?rE%>SEz=Tat0X4PwkLclA2zyPP(qWFfuKz5zQ?r32&mm-{ij~r5e|C0LRYBFS*>oOZH{5(pjjLxF@N9$t_Uc?POwyW zgHu?J58+O12(`>xPdGF-quqF&-+0g`RiBwcFfV793NOj!`CDBCj|6>6shDbN^Rl2g zoa-%YqHV>SbuqHQ#YE{MW$0^D#q`2atT+Syr5pM@-G=Vu==a#!eqw@jYil8mp#tz5 zHxw^gnyO0Va$->`Md>`kxdneyJ?dyZP(MkWu1lX^D82WEN>elSW&8u`*mu=QxTj8t zG7CJn4m_dWEskXG$7k64V57L&o9a*KBW`XVTvQjd#Rt?As?59K7xY=1ursZJad=T( zRF~8+z6|T|lIn#EVF45t-S`FWQi%|Qo7H!6R{_tmNjhg+(av9E4mzX;L08G)Bsis# zV2RwvChQ$p3+8~bsSEks!Xe$Ti}=V6*cH?KPs~D2z`a40aS;D&$NBeoqg@erc+xqh zYkFSVd(6N5e*gdg|Nlgp2Y3`!`?u#Qr%c=3?4}VQ1PDk6A=IEq6_DNx7$NkIbm<_y zcj+RiAkqXuq=h2Ah=8D|z{^VqQJM%!`=9mwuIt<1b8_dw-*SKNGd|-Kl|^)O=;{yS&p2Iw4)tgytjBHqr*#>R2mr(vI8OZn zr|=>X2XU;5gIXMf5S+n#)^2`i-3BI&41ym)WqYW~hxsr+R;F~S$;BuazDi*TLM`Ee z2c;+vOcQ0WJ?F(RRHv4dDO2eQzqFpybL+YF7*6vyblcj2*R8K`HD0zR(q(G~-2;Wm zEFeG(G2)EV0bA$^{4Q0-8WhHytjza6oCS8@DX*5 zmWJwh%|knL){U%F+Y28E&!t0f2>iC~kAklSwm!Q)24`%Q>$)gOk6E zG?qVGP31u`L97+?#W2w=6cESl4+FF8mI+nuBmUX=r0_(4Ones}9+NX^i|!bXBvuG~ z<7{`fI&7Q#qT`XN|Xrpuwh;z1QWB({rw?qXdb<}zN!opzc}v1{aW`(|W; ztV6R+`%rcdbqS^T-`ioo2GyX?BQZ{QmDjx&*hNFs5VeCUy5rQhG*-RoPEZGEKh<-` zt6}Pwz$Qv?ZwInz3Kdg%!n>S!H7O>bCec#5U|qI0TJK;TNQOdUI@X8!&=8uyIxNXu zA)6KDP<3)7Sxe@;U1oz7Gfaw6zFMSRHW@oWo950jr1=u@bCe7Fj3Rw!#)z z{j792=~mQz>3%4aI{FRht=#FZ#czsJQY;3S~x3FlB760pB`&Wa8@wxg zbzS!trvU8&s=oM6C#xRfD9j*7?S!H>HW3YKW7q2g^5%mlwuV ztjhys9(;{6Bt?449Ym}-u_O6A{SKGFJboIc zVK=UUr(|th?6$zTBn$sh&%t6(Vu-L%=x6#3R;yd|7hIuZB3nFD6|gJ!;Y#>F{iUnm zP`?J BDn{gj(v6ZDKF?6yWjGA2R>cE(D^E|It3U@=NGhEFjI+CW#)QEbQe#Bgx} zyF*p}5qp?^tynL*@gUx=VoAAoourtR{F;~QpQCcBIQ6q@$oIWY;k@)_V&A~2#4oX~ z?ipV%ey*4&{>oX>oiFz0TpD^kep4u)o1OESlN3Ke%*i=gJdFF(=@7~a{pQ?o-VuXi zX9Y3>R^YNfKXtjEWN*#0J82-FOB%}$^-`}Cx7MBX=I~}Z5NM}5sMSGp&7zf4Tpah$ zhCju3+(!!hc~~$Z*@=zp4*sD2@n+&oEF+c$H}eTMQ66(2+q*3 z7zM+53@=fm;3Yo7!E76g9t|JB?*a*F43CD9@E1N7V>!2+z>|1Bhv;LjF00XK`G{X~ zGipLhWC1tP{ls1f)8Vw52F>k;!G3%f2SFn>o+t7X{9gQH&VCmM!a!)l1E4=-sfQw; z{iZExFBiuq39*4)Jk>rFXl|9VT3E?)C}dlQpe}c#51lk9rAE>QE{Y{_nr5g-fAhCg z1**e%tOe6>0{+4e`6+Luin0o1o0%#w*gV}&=`Gy>$5Jt9j)kEK_NP+N8Z)r4d;?zU z`mj{(qy|n$IF4Jq>$q42s2dN3($*EaL_5`TDy05OEExy{P>pu_IseE%CBz(*?dgF0 zKJ+BgjQ+GU{VlSCA93FE+tMMqEYye^QX`rddTN*V3xz6&mf4f+2jPNLUsjd%?aW{q z`;f?lEvUeA7m9_Vgxk{X6MrI@E2*{rL$+FHPw{2o|FDukNG$8bT zsE1dG2YL%b!@PCg$Y8UWsxf_OpWmBw;@a2&)Y|D!59HuH6#^C2S?BHWI$A|7!mH`2 z(@2d_&4L@%89GU)XtNsUj&na#U#s&}HL^urqI0xPO$%3|iqug~w=V>4h1-ZW!qHDv zE8*!((b->zuHJ-Kor=1N{tkQSuDZ8gB97xi(~e_jeGCucUVm2NcKpGK)k0Ub>+)@{ zKKGDSSSOT}Ik~JClqSKL4kL@HY}?5 zW9!Idk;6TVx#FKWgGE`r!yh9?i)kX+ohfFCw{?PBUGMU%=(n_V^SMV619Qy&gIK`r zq>Y!m#&IZKeihtjPlvv$ld-G5ao^ z;wRa~XoFXTKJ}W)hOz(^pt>@JO6w}2W@05~Iz>fckyp&X8{y+_p+F{n=kDY-STj%| z5L8|4me>-*fu-(e{8%={O}vRc6{p79ZE+iJ$5MKz*n`3yCuWMnI9tq(EEPTVNj!-i z^$Ff=z?-oMvLRVZRrunP@0hLr(mTCs;LLJk-QJ)?O2{hwv!aZym5= zX)f=x_E|q!yXc;E1#ZG0c!mD5-goQC-$ZSdg>CSo&>lXg1GjOavPaXGH`4 z6@SLO>Q~I<26ky0;-!lVGz`ZgiV--Ex>GlihSewnVJHe~`I2aYMIoEZ$m;MV=HT{l z*pNmCIEhO|SLg~y%wOGLk%(|MW@C_J`G!1&<@j^&G}hzu*qr;pHSA*;WshjgEqDlj z0OKG@#?p9mUmi8pRq<`AO|OaE*iMxoAAATvMb1kxR9U5RF1)4kLmeyxER~;OP0_?;=Sz-owcFKe3%RX= zR*aPsl4uNerfskj{%ak9>(=LZ&5TFkhIJ11)6e`AURwLWmBYMioP^%F42yY$O}gdU%2}u#fyN z9j1L$4aVRU-4%P_Egpv7&<3gm{Y|cU9ilTepeEFY>h=tg$-j#Cp{4rMaOwNbE8Z|e zsY78X{2{K3NB99xgb6V9UrjTbZZs2S!EESlM_ITa6{Hkl8JIY7-=%MqaNoAA&rTr-L z=b%AeWjO=Z7@Bh_dX7m((RJ9sGoZCM7jg!Q&~E+^ikK&PR%O}wDKF(BbW70_HQ&?$ zyLmhRp?0ZB5M%y-m|53h<|z%~focRi!y94{41yS^HHE|;xdEarstj5STVVWZy?+mZM z=Prf{RF;ZS0?mLKu+CihVzVamR39~!UAidu+nu2TcY&xX@Gs_>UBF9NOGUZp5AmDs zXSirMKNBN?C{e~!F}XucFqQQqJ;D&zU+y#fM_BX{N5F^t5?VlRsAS!ZeN9X$F`Y4W zIQNh5?hoe2`kB6)G=zKU!8xvk%JS*Zj|GZz5pHbqXA@nR3v&ZqfD7=@P$^x_Ta>F$ z?ATB$r|Gg@*VqJpY_;Pz@dd}@0Ao2jtPwC4Vr6qYWX*v)hPW~eKX0URhNpK~=jA%9 z6|A$~hJ|zo@0g4^J6i zwdFwEj9uU?MHo~xif$Es;0j*HU&SAIUsN#Gbysx@9)$&T8cxF+s-x-%Pwj(!uvJ$Q zPh@FtPOv|f5SR2pXejo>Reczy({wrv8=P+92k$Htw$H*^S|E0-weABrtbP>Tyw^CN z-=Dvh*L4k?%JbX|B=xS{KNO={W5>W}fva5Adu(iHwKpB7<64#OY*ZUnZn0F2Qi;Ju zY7+XvL!mY%x43~-yo&4DYt72E#6SIdcvUvAL7_5xY*g=HqRBxisx6jOtKBVb^r*e= z3iYA$IX+V9{v)*tTZ?QgtJnI{a;@Rkn^qsEBK6g4#b$k3U)OiVU${T!fp{dIi2M3) zyyQN?Yx)TqhISvJu?sw}AL2t?g(vAi+Y8uV8)8r$5an%%!>Bo{+yk3=im7|db1qBS9L`*A8@mB-~~LT2jWlq8y?VQ^#>Wj&oo+Hf^SWH-$v8L&oD`JvnQ); z>Z_)S!Qy@K6RfB8G)|m{;cB9~0XGbJT&0)59^w0<)G50E@^7lw8Kg*gx6eV7!{=+_TF$US%?PN94St}dc9xg0ybLTSb0qRF98Rw*>H*W&?nYxtP9yP6AznsbJQxp6(Chsbl-p)hPukjBH?XZ zKi|=W>+Xe^%L(05Cnu+St-{GNSzb*Y5grjPB3pVTWP2}7HgfYj(ooYNuK*9CU(GcZ zp;T(??6%?{gng`QR)3>5roO*zwKG1j0gpp7=tT**+1hONgKgGMt0#1X9afMO+=Y|$ z*t(BT`Sb92ncshxCMRgeadNod>uYhFwd-f{jkwNyN^gzn$vyd;ei5^X(`-ygvlnq0 zyJ(3ee9bRwS4eo^Kk!%b$0^P1FSu^PknjS|3Lo}M*~RSRsf+nXe>qpP|JSbiH~nIm z&OcKTyMfqEO0G}E=o+3Uqk;WkxkJ3dv z%D=(i@EFTLH_YwcW;W4eEFPlT#zShtMY?JjGfm9LA#wo@lfz73O4NgTaD^JeBeh1} zrKa|Jd>6Lkchcoe_!Tx56J#!N&YWQ;)`p+{9T(sVH5JFwtoKjcKl7;GTn#^##G~)JV{sMYCKj~=ObQq9p%ki#GN?FZ_PdQ@w|KT_S2ONMfKO~z5Y5nrpAraP54v& zdU6wFf_ml4x~ztS!FOSl5fDS*eYo5^-vV2ky&RT#gf;ie`T zYxv?Vtb;*1Xx*VARGP}U%2Y)`5fWL3Tp}W$_*I{SELFgX5{xi${oULXu%Rj#n{J}w zWu4E@GFREvT=8<*gUgxtxlEqZ<*+RFFtK@!?805RJl6L=H}NzYweM?i18$sK9>3t# zyxMJHveg^viHqI|uBv)qRrNieZVqcsQYK=t$ zF)BKriSHN%)x~i1_)N^i1hw7Nw!3)`r>Jeb&vn&iZiSoq9UNc}vVU=Zb#tp|9*y?9 zOeH$X&ic1Sb;~`?zSk8$OZnVX9H*OcYAaPD}A)K)bI3z|CgGgTk@0Pr`^!+63j_|>5u&}Z%iNThg$>D?VCKnZ1=~q@qN?) zH5~u2`>6K*x8f63$Nf&tGNd}l)-=x4cps_+k7xvpQ7lLCNWQM0<0uevJh+DQ7V-w2$Boy2V#`xv7i>$Yrn`mYO|FV2PRUVIu4@s7aqeRBxJb zJ)CrliS00eqIrKiEYw^7rGQc*%JKv0fFY#DBKp3g`M>=Q zSQ$G|ehAyiW+nluQ9Q&!6;q9eOkEs@N#@+o@VT`_+_A=sqcDdqTb}F1*37$|iv_;K zCh#c~w7Obr#BFD^-PdlLFeO~wE?;;&FOB!?C4RC!gV*~x?8#i-j*aYreYni3LKd#E zn!^`XONdtX8%<`|Xtfqep~jK)gp2<0@M(Xf-^;(K-{W%et^GcRPWp1C_}Akz{HwZ! ze>kQu*Yn@>&*<`gS5EiS{nPqYQA)gOG%eWLDJJ|p*|D#R{ibzt%81f=PQ@N9oRueC z40MhZo)dgKwQcIcV07kq?77%rQfFsIa9VIia8GP0aWBWTV4c)i!TUJ|C4>Uc{HFG8 ze{lGWKc5TP+x%>Q9*@cSA$KZV+P;*!gfIKm?CN&KgipDC%0e!g5`A+NeScKiUdWH* zkNMGYqW?k<^GEVCQ!fnXUj7gs!uNDvzNMS{mvxW)-Fa}*3EkQ7S0}EXv`Mdz`%-6e zOU^J_oBLj9h#st~@Cf}RwACA`EAx}kFikO)xsR^MYrKBCESKfpx&l|^;&J0me6Ge5 zbWIbnYjAZA$JF9l+$pXeFEDX3gWus($$dG)Zyev*zZ5gv?;qbYevp48&r_dEr$J*EP4vJjn1NOP17kGZ4d*lp%5Lg;$ zoR}3U63ONgxw7mI2`l)nZ|7=dt3V&Cj>U45$VmK^H`ouX(N-F?hD<97wp(SeI_|YH z#ZfCabu>|I7Nk-p9=9Zqz|pwU@LPR4ZJn@=SufCn=;yI~Zr$Oh5aL{tA^IMajb|&A z5X59o6=Ad?Vl2P12tt;)Waor$WJl^vd0~sFgC9k{<$3TSZ09A$%a=l7J-{uaSHMI5 z99F>>rZu8yTLA^VomR=SdJYv*$Dpm4N5|kOG*-jJ4{!$B zdj*{xGI|Cf*8aODD@-(qR{j|>N<*LWN=}oB6#eZXkqXHGjfJSR8DHRN6NMM@WLU~E z|3+k&^2)d5PA`qpXb~)eWzJIP3tSOigIRGIVvCa$>Mpio_t0W7Uj+07Kc_AhY9)kT zkGq}TeoANqhID)XV`rzSF~7!xDR*W5BPy@!EHF;KcpApnN3_lyiON*l>8KG=`Ua{w9(O3 zG?ySYLVJqlu1s2@w?IGI2BYX8Orgon4%li`L~Mh;bXC4;{G=;A;N1HE00030|3rBQ zoKD9V_MCI3-S)P9ch~9`t9L>O(W4V3$|}(o8$|T15)x(g8kT6Q1kqb`Q5GSHPPB*? zHAFVzL-^*E@BjOL&+pusJMX=7@12=*&hyMW78Jd~mv~tuLpK;}ZNTiJf>_}{VeQw4 zqg(JR?h&^NFCACfeM}GN7WMUyQbGR@RMoi@8l|c^&wW$W5$ct7f;vQXoiXYFjZtG% zIcK=qPlMFq(27vJ6L2p0b`p1*s-?7q3I}`Bli1txn)io%BzuxyrBZ_WHF(wQOMR(> zEz~H|YLcx@iE5}l#J&z0O$CI8c#(@+V1WzoiyYWR z1z^64gY(oF=2$5@PBgW8z*Vb^x@XFNFa#8~DVx zkPZtVo32OGbxiA+JD}`-f1)Id?vrnNfo?_9=C)+#4@GDsa(OlMbM zEY_!WG>vV7cqqx&V+YvCx$4cqb za2nndQ}8tF>wALliekj`TNjVXfEBQ6Vof|EE$e_> z;|#Pa`#wf=kMgc~l$TH?)D>P!o#9KZ(>&SCWi=JSF`k6Sc;r}G6?AX#467SYb<>SRGTmz4D1KN!I3l1_)K&2}JP{ajcu)qogSn*A|B5&8qk2Togw1_CyN*C%4OxU2{|L{;19}0q5z4{Fa-5X*vPt=mJ;(2gqKshryRRH|EAErk(ta{F~_@rK<%q@z$4ZdooVO3U+yWDlQFA!=B+)_G)Y;cH8a6dOTylAIPU0#4O60Cz)SiU{skpnna>SLm&fpUv+i8{(9Mh2-B!Ui ze5`E4i(zqtcD%S(4$I-ftnoZMww7mLHg00?@>}c}Or$j;sA}ncG6srcDZI-vVI2Do zwm=uirx`!bTrtVSogd%;++=sz7CZsVXbPQEZRuaVT|Bn8QVM>lKzxPw_;52v=cu#% z0O~;ln1RP>r|7PR!65zul^Ul%;GJQxaK&d-0184eV@t#m_KwNPE(s{ZoAW005p5Cq z!Q=wEEV@{U*d0&sci}s#0DszN?0JCt1fL7Dt?3KUyPYR}(*C%vI4;*f5hU29L8!Ogr4MyvMtA9nHo z%K26f_afh9)mFvXFRU3GiPJG1JBSt7LL{*naD|=2Eut%RAXm-^7WJa^$KLz)4Ng3} z9AxzuNpwqg!-}#djK@i)+)Xv1CM2*Ay(d^@t}Tsx66?IZ4XcM|@FYuOPtoz-P?*(SWr%D`MxbMXUqg?8Zvwt@XV)*|06Nga*`*U1QH+5EN_>>Ap=0?Q z@qo5lJH$_P9n!^aN>ZySf^)Ek9{PG%eXZZ&kl}4}#8v38x>+}2u=N}LBLr#;@M1bU ze^(CBRd_p@4|~6j8wIf$A1#Yx*sJc}rih`}*a#bG>* zE%aeLgiUo*-O$-57U>&itQYC)cvjrQyLdv}F|*Q5Y{C-Gd~p=Vi{*g{;vg;v9KR!de0yX zVK^#3rL`t!C~ooAun}8BBD8@GrtBhy>-xO7x{ghFAJ{AUKp*%F2Et<;Y$C}ZxP|>p zJh_97`3X^87Kh@nhnIme0J1EUh3>e@D3W)1Pv{BN_<6jD4R{Ye)|+j6>ACBTI_O)5(_3=0?hJ);5gF1l)MyG6$t7x>?O4s05*g?DK z5?q4gq6MrEAMwV^-}BXQE4nR0EknIZy7Ez>SK?ldJI-BkOH|L>DOe!(h?wsDogH%2 zi9IcrIva7H9nc5tj$$Kr5r3IzPjHv@1dE@7_OOZy!2`qKA3#G`fGgQ*<8g^FojwKQ zWYnC8u_-&NnmNBn*V^p-BsS~Ym^J(>ej1ZC&_-;r+lqm3(~R_VmLIl5SNa+%vx=-b zwr9K976~xh*229L^T3m^I5@JMoF}?i@%;X-dW@+K3zDB%Fz>YoalTH)$(B2e%-kwiR zD9vQuDRe3LyY*L@kKfttcEjRo12$Z>NGlRl$dd1?n)Xs3X2{m30CNse=$X-v|H5 z{GyTlk-ZZJ7{wkhHXFvZ5xP?mQACsyCEcCyw|5Y-tHVaQ3hrvZ9W9G!7l*jTxIzo- z2O^v*k95$%^18PjZDQSBhjHL60(=Pj#9Gzef0=F=q(nVYuSG6dhWD|v;{n6OKH$}O z0w&-9K7ilT15Ng9g_}&iOvGwgw+6fO8lh&G)hUZfe4Ab_D`9J|624;)aAum=yTrTZ zCF?4V>-!md>Ejqdk{%=W;{hBe#*0CQBlvIj^kWo2gC(&(I7)VG`&7DS?VtSZ0s(c6eq>^x>4{t z*7BXlb*7JBu(I!>VPV@vf9EP*GnlWt_-^BEJSuME9fLu>(auyI;cHEu)7Vch7K=q| zeF%?wpTvBT`-<}qJ`kC>EtrX!ctu~)nK(LF)fuQy;YovSQKw9lsOOB(iOv{((Y$FO z*u@#Dmy0v_LsTCf@I|hA>>a@f67_U3T_oy6ozKbd%oOeQQJg8pL>bd4Iyhd}=2?PgqucUNgWL2jJvi8&@6uVl z^U-Cqw&(46g&<%`5ygc@St88lwKWv-kqYS==1IeyeeN2{kfLGX(sB` z=kVigPmoT^=Zlzo6vBukq z@y&sVZ44AOt80K;fHyW*4R-VM)IeqZTlVU@o%_tW=g-J>S7p*obwizT{-9Y=6Z~_W z$^Jj-tn;Hk(wa#N3;ZAY-PHc14F5&{4d)?cIP;B~snu?S^$1GBT zs7~?Us@w5se-Q3YmFymrOlRbA`Lle-E^T+E%Jz9VI($(^(1Vhwvq2IalS$N-j>?Xd z*Un?_l@W~aI#4sOxwlj}1G^XXqK#fPdxaO-6HF#6 zE}lNNs>ygtvZ~8EGG|OH`LUd8O_O5+H>~>R&flz}UNJR`%By*F)~=wAXWJfAnSO{X zM+>cFnJmw`O|5b=8)c{RvWJ{+l_fWPEbz5=L2e8WpaIlAxK~Y%Yn`wut}g!%y`uAm z-nSMR1u!yH(drdau?u*m*zDPlgvwON-sw!HZTdHieL0i4yCJ){H3G1`@8!u z(Gg#ivzBzsDq8D{FxfRWsL{bx+f}X_L-Xu(djd_M>d_T^bAsb+&lggOzM87GT0%iq zjg^P)PzVaiO5Oq8$*CKYsz#~ZRM2^0FQm(M74@FF9etDSU{Bae7LJ+b9`$t&-H!g2 z>Z;1>9o5q}Ke~%=TJ%i%Jo}zt7PZu#NLf@#UkP8j9iw8^N_!gRQO1ov}gxTR=@l^R!yBKFk3&n-bEsl6O$ z9ru4Io615|h`x4nQBHc#%uao)k`qT`9_J=wGV);MVBO%=sF66@9f{!o*BXw)@hioJ(Q0ah>ic$Q z_pX(KDfq~GZe8bB8W zO;s<`!w?*S6Vxl7qQ1g$D&(K7qQrRI>Nc{6+h2w1cuR1R`KHLX4YjjGNA|>);d9ki ztikiK^Kk+Gq9Xf}ky>B7m0ij(#W{Fd)q1;U_D1~>+KTyfZXKhyni=RXitC+N%Gf{l ze)KyLO~NLCT8kvx|`@O zUWfML5K%x!_V^a#Z%TO`Vk7;Q5LwMAMD`0}#YF5Do@A8xK6kR2!PV*$R)-8@P`Ts` z*vhBF3j7XRKs!~yWc_`rf}8?Vfa!N=9;C^&FqHoC4#R!jPVBLNf}icJ?pZhsP1Jc9 zFH%JX>oau~uEKS=0S9P5)$p$BeCJw2d|4+u3%ujn(Hlp&oqBv~Y0*41k=JfD_qn8pFQ9mn?-H z#IkZ8uED7yp08u;*f#tD-^KCpr`XH(vYI#+E>jK6fg4!}*W*X<3Ti<*%VjiMZKy)MPOkRI*`w>u#5a6>p&OTcW{!WLvu6g-T4MKjJm=!I>e5$+3=KRLVLVw&JM9@ zFcZqqX?B6FhmUDBtb#ay2U-ssAj+(rl42h{WA~*?VGdy27t8Xzm>0hg--$DP5m}-x zTp?-2d5XQ^Eo6DCkk|?fXe~XVAQ8O+pRkCa9Qx(EhPD5oF3C$WJ9Oi55C;vZta-P5 z&=3omksnM=ups=TCmS~Tf&2#EqulHh9O`#jC;pO6g&KH8-jetA9$gf#+HGanjDKyN zgJFt8ZVa8J^K`tR5iqD zSW2hi6hth7zJ@WMfU`DOsb+m|HM#n_S=qnBE{c@bVUajMJ*^w?NpPL@1Wt?=Yy$bC|j>2nk{AUiar98kmy@{?M6CHRiY*}m!skL_5P0OjRWm|>oG zL*LNrum;9E<#3iPh8KN5Sn28(+qhaVvsyiX2XL15i0RgS*dtb`Nd3NPxex!+ z8~7id`(IkG>9uKjts>|DivJ4$0RR6)nFV-MN4v-8m6FUizSmqBEl9`ZPB3 zUcmFXM)!3Jdy9DIY8(EsiJ~Y<2#KI*QC?HYt>iZGHStALA-9|xMHxihd`rUn`!Z3+ z|EieDMDY=&{qNj#o|9@7WQON>M775KyZ{!!LO7$&s!cEhQ(!;bQ^(C4^$#d|r;y(Q z;d}L7y-_dVZ}nWAp(reiEoq2+Mizg=@D%$Z+gyqb^!VtSXCX}q>qGnf7tCqXnL5)e zUnwd@Ke)5phS7y7sLQ^R6jW*IVTw~pD_Jqbn20Q^zGx{=J1AjxgZbqBUX49Mw zm~$q<--NuLrWDj5ic%d_tlFUlsY0r-DyB}Uick}xSVIM>g45Ljn5AZ`zaWV=sy2{l zF5n)0k+wK5)l;T6x_*^EA(P!v0_zYIsY4`7sFND~Aun)%5mwGZCg8sf~bOeHmwKM4`-2I?CaDtNcRCl#qV|VNG^bq#wW$rI_ zmp)B9^fKGhzs%m3eQtxZ)%U6!K2(3G0jf8A4N3R}{!s(rz3Pdt)nG`&-_;#luI|xl z)fgHd10k0Mqj{>>L-<|a@aBYp{)6P^l~(LArJe>N1 zI0}avT!**mJaAt(vWK-x3wR7fnfh*mnGa=Ym`UYTrU9*xu^JqmUS(ER;=35(_|_LnQb9ip*A>`;-Edwp!WDP z_oDitb)8l4hU5L9+dDq((ZjqoXgSoRcv@zs;CgJNUrRQp!4q`>wn-%^OiB2K+ai1o z_He)P?lT8WBIn2LPO_801u%hIgcQNuP78T1KaMvoxH>KHfcRu6KI490?Mw#!-Q%@@{gmX+X6wxQ3ma3%Qsp>RXeWRwp5*(w(s@(V^ z{Dk?`OZ|}cn1#BU?We0-k7yKCp@$)3bX{jZKK3_s4&rEC*?GgQLkr+X{+u}8Dd&mx zyt4b~0xYB7;JtI&v39Uz`8dh*{V2Z? z(;yALaqrpJ@RDA^zwi%q_xQVb_Q9q$36HwhxD^g` z!|Ybx%uO)?GuZ7sBQybnO6COo61Q_Y+s6%Fo%dezrg~f90sbdk+x5Jj8)IYa1fyg?6d^ z4kuudklG>NM;6mQ|9sr#nWpRT1eI)BU{@?}s=y(t0zcVUJsrJnf;);v&>~r#j<}eL zK~X3Mi|8!-eff;5t3aYofKS+PJ*WqjbRj(vtHUJBpesRjzM+1GPV|5et0RgiD{fJp zU=YP%C)ljIzq~gDG-H5 z`7Q_62QKT{f%bZn$2hBS-bc-B9-H1CFg>}2zcAkOeC#iX1+fX|!}>f^qVru~mNP7n z-+AKw2Udh!rzh|j9*LfO&{cXY*B9tC-Iw#=GY6z{Jb<^fFY38|1Fzwc4MxdRiI!K8 zYJk;SZV116b*H!3wr3UgT~V03+a5DS6p*V|-nRH39pz&@+wFiIaE)8Ycav{$D#zR2xFXOS_qn-fk6MqnTn&v) z7=*(vrxHa&Ki?jl={AQJ;AP8AVFl*!miD%XyxazY)&DamE8pV0(8pzSjPt;!qFfLw zipTzxTds1$T5gVopb5-(?%^X$(*uNCzLwg3PapUGMSsyPS*^b{Ib_~jgJC8)Y$E>V zJLh{7cGNxy`2kmBftqcHLfkCQJ6~b% zGbgWiSjZAn42N+Atbm8yMC^$>-35VNZf^{JTgSK7?T24sKWt~ek_?lq!dLEKd=mJ| z4#q@#pEy6|kiCPGqp&j;s2g>Kv!!q=XXB-cLR9)7V;Dv5i?dJxt3L8La zSVcWBRo8S&Pzg>jahzV>9R*cXcU441sR)Ubx~jIyDOvSE)sbHJ5l+Lk5KYA~7j9G= z6=5p$r6o8@2uesqorfe<0h3e*bm6vYV=v$xd;u>dVhLRgp#a2S5n;L9Sd}8&&)nQl z4||A~Q*l^MU)k!g4bPd5GXInKvrdHT*b}be4&4({u@3iwOIU$VVmoL9?O?iYE6g!e z|BBgo5AMNM5Y*?;)bzxCR0-BlMcW!%V35%ga0@rXF_cg8sSo9X#?ql1;{=*bW2i4x z#g8EaL_>BANY*0&1P_`5`d@qrzwuMGi=L`QdJjFpSL(I8M7Q9Xx&^=E9ifTyd;?;1 zJ-k9Q;E0+9>CGoHm-G~CF4(qM6`y;nJJVq-yu*R8J}_SIHkzN=C0GWk+h@9n{f^pT zK^RMUAuo)g@xqi_Iohd673dReB>gQCVlkd0Arwkb7=(czJi=> zu67rF=1qgL{_BuJDU?-Z#IF3D8o>q}pmT9P?gRzxm)wGrV5)B>D(tATKpzN!te74) zP;IG@b6^=v#Px7Nofo&TRv%Q&#V;IHGax%n^Zkj#ZBhBmO-_AN%*nuh%xNMb54)S) zr?AbY(I0SMbeb*)PC_qT&i)1+^)WaGQz=LrhoFhhVBhi}V|8=)s-aIfC!Fu-JK6)gp;K6YVd%oTm>x#ebY*+mH%yP!1>N&dMIUkY zz#gcl$5KJNgigUJm`C&Jg!4U}@HDa|Lk`k@TBYwn*^oQZ%U0`$q5EX#tN82ap`Iif z=-COwXr$b6D3#Vbp|nnM-kab|_B(a;4EohGi)Q%->jXPRYWNBJSZeka?+e z-fRRxlG}t;p{g)#Q$X@6FGcWM@ic!+?|rH6LMl8Jat`XcoZW;M>H^)6n*3ZC`jvVLx9PQd1?wRf zx5P`TrFs>X*(}1dwy4hLSXq_~nO7f7H@(hG+2 zHgO17glDh9KI$os;CD5UZmPBTNUh{!_#2+ZN793>__zRMK%2h|Sk+WB1=%Y+{xN12 zKRk@f`3hk=XvlHck}FUy4%M!Hum0eF;1wb=FhpvGFHK=_2PLVWuEH@GgU@lJIjdj5 zZM=nJ&2IQzT~{eEnD#=NN>e}LF*phb;G(*q2H;O0a&j%SpbM%BeFsx{ui7U>)B{hb zcpMK^>7p8o8=-^DdOzF{zmleYz%;cCzLs~^z#3B7Cc<8|Qyg)!x{X^^4q@(T)B`T! zc=}N_wJ&L@%1PzL)lIAP7oY+`mEfEc7#1fQAR`{HF{8-2j{jfCDg4VP_wS%A4W|axMKu_qz zyX1QfhQaWwT0^raMWv{3?0wR`D?B zF$?~zJXjCf$lQ`>y=ns+R0IZ(>r{d`$~N#$c`N|2gBlE+gw=Qi?y5VI3-P#<2E%ah z(Ky(z(r79imK>Q5M^#b1O8uZ#i~sydKBYMXed%J!j2~4)=#7n4W5w81?$AKJl?*K- z8l*;vJHCc5gbEu8=|xg3Emj@zH(9;?GXGcDguWCXe^K~*tEiR`{%G+4|G>9gO{(`C z6$dx5j`Y%%Qr$`rKo`lt{Akr%cZ;W&P3G)2(Ot`{_zPUXy?Ci9ie0!U{_pX7bHbTp zwuOGeJwwYlpKvygz+4>5VHk#?qI@Q|!$^2n-Ry5$~iCSP?40Zd+f-VzXP4Q}CH-3+vo}g?Ijdmy!*4%meA9huxR_LcLHA zV5iA%Kjmx`A~9$se;?otHH>z_bh@p^(R@5ZhDMu%^ruRL3;371ihoOOyntQ`O8Qdc5!}FPEBCfU* zaguL1b`nS0(KdElbN{fs_*{H{H6G$LaALWX$qQyA9KU@Qv*@oOv(L!?>`Hhw(}r(+GM z`9X(ioKV3n`ayWTzBr=iv=o=v^dEZjRJ=#8X(Og!OCjR+uoIi<#;^`Yxqs4TlY)ov z3`W||Z72I!kGJ9O2p9n)VH9|26nMx_V_*yfXcjNya<(RakH0$q;&bPX<8`xzgt_UB zU)~ez{t^;LQ{72!FNv=Gbay6{+>?lKwI zxD52iT;`GNOwi{Pg~y)m|K~J%;L(u(ocF>K5WIVF=__Sql!R_r7z#@b8AHLjBvMwW zf>~jeIFL>%lj`7ojZ^gwUgv~zz;nsH1B=BMEY-h5lAR=6S-_n^_nZuNw2T0+~rafM_DPF#=|^2LUu!XaMVcI8&}r5hMSpE?JSrps!2b=CiuvE z*wlkXxZl=+g;*EvQ%yKVqj0Z`j;4l?Pf&-%@$|z|GW%I{jOR!NWHUwl&Pj3qrQo5| zvvN=#%F3FQk!TwvePgsl+hICP`)Ho0p{(K*++!b54SAd_92rz6{1&S@LmmEaT=mR<2XdHJ}n7xWe_ zcX~lkec=gq;IE)PSM-GP7VPCVm5!>pwQdTVu$g32Gw|^)PpH#G{QP3 zK<_|d6NXv1hwn=#9Y#v0iIQU^dN7lTl3!cNc;_F*LNMe!vtfeON8`J{tzs2 zBl$5wT;>Fr04sz`SId|K3wgY7!2j!jswdvCx45xGY6~A$K{_}j$DA|`rbAv@CT!S> zhH;S6PoafRbS<~8&WasOQ99&gfmb1yoC;VLV_=1C#+`K(e2P(!X!21R&PO3acA*fj zd)auM8AG807ZXYihZ5|AOcaSF^)X$Qmcsy?VlT>lw!>AGjuz23Fcc~adDg{+ykBN` zKuv(kCILT!Y1m9Pl=^#v&(n2G(S7k-GsMYfuDM&>?s^MsHT8%z>$UI$)T7`C>NT%2 zot;jUK}X6fKfyYlD z^+2edKnGzao%Q6iHFc;RM^~NTGl$?~JCT~`slpbA#gpdn*Y_TxBzKIP(TOuX#G`i! zD1by;Z{%^Zo7=dc5LD|AJ}UTYL^2nU>q5{{YTOyw+agfT zuB4jwE(K#`iO^tusHJO(%WD7)Ma#`=Y9QSvUca($=#^b#)}X`d{SQ1X#4opigGQX7 z(+Jjj`@mkOA3Va~Xv6(rB`!zcX;>5HVr`++NN1Ns-AReM)7Tk0!&&@M$Jn02!aMXi zU+{lIU7;&!7IA6#6(4ok!ah;Uz@*p8f@UqLaD#B7!hT!+ndLnoXH(NPm_Gufe; zAA3$k-SJ$BniF^v)hm2gU|fc$nYP>CDLi9}O|jQ$fp<{IF1y$6vxn@?kkpL+&rerI=g7cH}&c7h_`M-N_BtsCs7i8MFZ)%`NKcZ^Twa{X+ofgol9?H zGKbHLinY@z)~*XH5_7;45?+#S`5H$gnVHe++^nJ9Oi&Y}`qk?mWwmGp1oe#n_pF># zi~e=j!2bXM0RR6)S#@|6*V~;}uFTBt#uEsx0UBJ3Lvb%q3jGy_1_%_2C1`>MElz<1 zDOQ}~B{)S=LUDIWaQ9Fs{qE8~zUMsm&d$!x&fa_9_dVy_ZB2Q^RyZfOKu-!)?L<1v z_ROQB5a%v|(6D#DT6R7eCeO$!mf_fjF(e%XL;Ngi4Em2Co5*bP#hwXd>5S4Fvc0d!yo}#IMc8J%rvb5)Q79o z02)H0PZ)z=zzOOof5f_Qmg>S3YzzENi8tE|;1XZriqv0@vAame`Q1&m-vp#_37P{3xfm6tnNXC9 z(QJq&ALW+gp|Fg%YtqlK7=D4*{F=Ykan=fJsI?Tn;bzbTlI03(8y><1i4)dhSO%x9bWwm;!&AOVYHVdj`KvN(m z<)q`B1XI{CqniUIC{vZ7H2#B=p)8%`J~9Q)@KHOD?kUSsGOYMC!c0Cbw?SSL3%w~? z?1Eh|h~jA=g?myV71~e@>h3N#BUuIwXuO*xxCWJ{c~FLCL7epJ0#r)A#ot9Q7-{eU z6QBoQ(S11HJb$-|l0^5ej8Zl1VY-I&>5uf${@z_A7Kwedox0LmXickO9qi)iuutWn z8FmV^k+WbHY&Y-pwH+D@VhAKb?_>_7H{ zHhdTF<0~8lFK{TlH7x-W!6J(i;d^fqB*6ln03j4*kA)xASRQ4rCaMvjWMA;(4&K9u z_z{Og91n*CPBiyNN*`sHOH_851pYZ0$Nu>q#R=wGQ;r3pw4S3|Vs<`2<5UM#lJ4UG zT~x<7fkJ!Q;!e(@I^z`kn7e^n<0AKx92&YK=tbz)PA~>zXOE38hdXDfubWOksXI;) z^|iAa{8%H?pQ2`rxzGs-O_qwr>SHx2sq0iwOaSlhC<2e1RutSQ8+#;X2 z-zk4_61AY*x5l``&S%YWz+#o}|z!#=J zs(VMi#kY9EP4Qh2Jwo^Eb-oYUwmktz4}2_^Eer8O znTB0qllX>zQVuyZg~xoV7GuF<*v&(V?ud9uH>`08Tk5l-wx_br!w*AOc`9-xj@LRQ z-Pbi7bB-*~GyG`PNSfO93q#&O;t@s8}|KH9^jv#oty(h zra24QEjS77rB+2f!Y@Xy|lkNXJRHM znp!Xfu9{U*+=<)qPS0KT-}N($mj3<=^BvV`2hTB>&yqTF2UAO)U{@Xh_izeSlhe#7 z^HLr&+MD{dx1Lcp|7o0o-nGz<)_@P)#r5847n#BkaJ)x=(?WY~8w zl^27^&%#4#gki~pbQ6ZCtI$u)6LZ83xcLbODFf2!5Umoo;1=|@GvKh9mke`dKkcO( zu$Ri(=V6RUP&dJU&kZ;V#nl`d7~0w%Zt^_VNrbX8je?x~SQf9VT(p3@@*T)D#c`0Q z0KWDV!8cB6oF~g*I!#fxV6Ql=GT|dtlSO%vFAENEBCv*TrdJC=`>=_?6LF~u6ARR2oPs$;7BLBzsLBCR&IEI99FE8QPO_R{ zj>#%SBw%b%Q`OkR!e6!9I*r9b$FEPDiHmB0Gar93c&%!9?(iM%Ym~|z?vGgl@9E0; zQkQg774>~rqejePBJa^Q8o%)f>0;QqGoHFf&xlNjdvRqPahiD&vo=uQ33;>ksZ*_DxK+J|f2{Y`dVXweggsU(Tn#xOg%*fC zc7G}=ySlUW`j8UtoRDLfj_vh9tg3fme{tP8?rg_iBAecb*CLyUpPjsc2b}wE1u+|b zgBM`wx9YWx_^WGUeNPp~Ma@hFXhc~d60({0!Qi8%F$f)_ zyQ^Ct02tsQcs^Ma~52kpJ~ZadyMl$G{GPg-y-+0xE#D$`N)rEvbjMKDokZ)j$O^l zVtEW417YA;UMtX?hg&VJyjF@;)o{Q6eQDmmr=HV$Pi3k=mB|-alDf#!^qpyS>7Kn< z-U+GbogowDLc6Q%7(UxLmQqxTX4|FcC%ZKHKN;%D;u+%`q)+2AF+dmdox`=FnR^D$ z;1Qf5W{GsH;L8_!3!jU3#u;P^+jeEJ(T;Z`>-Z*%!u|jd&p8vs3~>a9>y6^C zkc6zG0v|-2mEEa_K~*P~&dFHvwtZJB((U1{*jpT~I~nFEtbX!!(!< z`Kg}V!NqAVlr*i2{2=FWF4!Wg<0aV{H&dW943FsXMqfRqODdC=;~Uf784u`3BjNAg zsFtu2zcQ}y70olM@0j}<58!*%8QK{&*%t0NSFGu17>KW1SFPcgBHH0GDsJttD+g^- zDJqS|sKF}2b;2{kZaF8Mximejp|6jc9o$o8cYCQM^;tkiH#%UpN^mdHHZ>@0owL@N zN>k|z-)!3N%%*6y-+2-=n_8RmCqbFk5xRh zo)T@j8+Yf?T#!~kh!uu)IFXy}rbrP3 zxP<%IQ?Kd*rwa^NIBV{B*t(> ztcd-&Kfl)1v4%mS8L70t!0}uQYhe;E_WBvh&rwfgGkj*+F04-_>5X**+VgO+2jj(B z86e-OyYv!X!Z~qTT%g%%obb7ARSx?&Tz2vXFQt=UyED~BZS4N@8K0)c5jJu;swOJOGL1DGwr6<>JUt#tfoH*U+dkxolQJId07g&v&}X2Zd^de zVS~7g|C*W7;PSuLM?eT8A3UKgyhOjX&hTHbM7*~?e8MAE43+Nzv4} z(*@WRDjQGRUvz@zo>X%jAa-F6_WQ!qvMr>dU`aP{jA0L!Cw8c$@fBy=&tLR`? z601!uYYu_jMO>Dh;1K?9=Mu5B6}nN9-fSFbAEOnw!8YhiLrga8g?)M?9n||^AMDkQ zon>+*2+@Y>(PLf&E8WK4O1eJ1;1}GS@_B2~k7}05m98*Pbb%+(+^FIwVln=Vxr8l7 z8og3Qd>i(hZ}U~o;;9^%$F7S-@rbkAsjM9=r1SYKv{*7anXtxw3=gTFc;lH1r+BW( z!wP0@8`1^6iY`C}+aEP&U`SwsQRGqfFLcI}AQA+-=irIw0et6u03+<1u$#^Y?xw=_ z-~50VLkBq>Mu;bJnB7y{*Rxet=PACzt9qYK7Zro9<8^$QWw}vHF~N^iO;JIlslsBT z`rH0eHS`@aiZ9LNbxDlE9>b6`ac@8(`{CD;L%dOLC9H%S)>TMji;JO ztdG;VOXvotH2><$YLwT1tq2EWX&GenNMWubyEqkPK`zMo4a&>>T!2Hcg0Aih=K?ZL zZk5yMcLn^7Ug`PKDS)>3O~~D#YFG`6xfwdhv|PcpacbZ$j#d{rzh|@2CtcM5e9D6{ z0f(FRz3QrN+hao}__|{S6@$k(2H&}bRA=mj2e^^11MUnw%T?4|Z+_j!IGcM;D(=TI z;sBlrTq(|ClD>plf;NkFqO|Wkj?w2Z(X=-1Or4^y;6?1@Uc?seT5$yrh>8(?A}_e7 zeNWxz?niv;8|6{n#qK}hn?z^pqqWgmZ#9#cb)l%@-Uw_G?laDNl9(u#hi!F&19vzb z!y1U3VaEcZBeO?-F8Vs#14cWC0`eN33&dJZI2V)!WdMF-EOr1^)^&A0_U}psVL|C& zp!^_Six2dHKEg-HRDTOoEkCJY1FE1SurxQ4HDz|Jz}a!2_V4Xg{4xqkAV zuL74d*FNV~vb*8gp1jaL!6(`4siaPEb#=~g>>9f#Uf>pL2>S7Z8ituX6vv_~d}2J# zRU}5^dwaBDRx98G_f}7NkonXb?yoZW9|qyypBak&v!VFR&g3|Z!)M%0z2zTN+n_i6 zZ`duP^E3F8-9yFWIlH2#gr^S%hV-xxyQ>(~*Y!dT;@A-;!ypaY`_Ju02ad9 z=81W*vn(cybELVJ+dTV#vs6bL7AuI!W`u=I#frwZR+LrAx~3oLXYNQ&GU&q_WO=L; z5GxyVqOQ;1$mocoTuBz4aULvUvvz`cl_KFhS403-#g*xM{E79p5Qqam_9mUV-WF2a41ACAJOi&-)zm}lcN`}+^L2U)AFOCGQg@Xu zR1gk?7?&CD>1&u}pIwT3>I%GC>D)ERP)U$RosUMaK@L6U7eF^NWc{1azgCwySt zBmqrDwDDe*u@@Z|SGlwLV7TQ0_rprYXC}xm;TLQUF`~SQwjYctn(pK$zs8>mV_~Hl z2WwS0MM?i|&^NM&Z;qV|@7O0o#0GfjZZTu4E_TCL)fF2TcaVl$EU2A(X zOo5~74=zK=kPK;dW7;D(!DhH1m*_Gg#@PYSev{vtcJ*AZlPI>PXeZ5|Kk}g)3HFqw}xPBYXqztq3|T^Fe;&ObWp=w+<9> zcHvtY;vU75*i9uuB8&i*VR9+Y)V<+Rz!Pk$u826J*1GaFoxr1b42*#(oZ>hXCZ}@} zWS3)s>?B#6Qgnhy#U8>nYOn{ySns$!X2&0}Don-(@HI}SH4qK6t=-%XE*cHn01sN- z@VIr{`qMgL@B^N*%8OgpIP4Agai{eXC&45*WR*7Vxfh}ZS^rARA3hVGME5o{Hyvrh*z$3H zJ24-#%JN2)j;CAJ5tv4|O`l<lkHP>EbTj;eQPOy@zK;+5QcU zs3CRWFz8HI{b~%JTK7TWchJ=+xi!`rD?gXQ_Ogecy^VjWhcm2J*d3=?`HXVCj+)c3 zFJHzTPy~wc85o59alVyID`6ANu;Qs34W<3YnWb3qI2tG7m#`B%frG7KjrBFmHW?6S z6~xj|%H+|%(8DSU-L3OhPb)XAlh2GJS|Q52*I}FQG-T=$Dh=uizk>WiO!k%5^~^8- z)O3xcl2y?>iHadDf$1WtggnHJ6Czm2l{s!x2m^rMs0OpfFFm%SmTE~ zxkuDM%t4=IV+xA1c!#=->>YM6#5B*K{xJ){Q*B!|$M# zS0zy$QAb?la1)0wu&r9|gkd3mXMX8Twa@#44g}m*8S0^UOefSmx*`tPuizeCRnL@v zA1TA@?;{O^wUPbwMCWIxnc;|^^?B#H^UUeM)8qktM8|N7Tq0}WYVUK|(Ef$<1y-<| z;47Kzeu}cx;J$PSyqSf zM?2mo;?18>| z8*+huP3qwSvVaWci^y4h1zABlpus-EO=J@(FS@X=aRB?Cj3$pHBF9`&%!ZMf#%WS) z&1OI0KG%9&i`_&!(M?QcWsLw&z~kb8HIJO2U-QlUH2;YV!olPd(u6K!Z_*ZY0J#j8 zU^70XbxB>a9#6WM0dSeA6l6s({kxW;6 z_PFZMSlFDTk(1@yv@|rK&1f08XO)65 zrJ>A!4C5nt5`4;&p(P#8%fegsE09g!fHas$--4O62{eJXp|hT$Z=}D{M3Jp`fnRA? zND`IBK-a6H$m|Tm^&RvOy{&I?&KqZqpCMN)cG|)@y9vAj1^hMWYF^>tasJ?kc~H-$ z)$}6X2Bw**dQ-T---e~W#l}z>4<%r~^_5YJPF5|?2!GBs+8VFR8axu}(4q2EeGQ%_ zEAbLp%r22%aWSi4Zo+fqDESs+^d%VP9I42s1cs9idIU}(KhP;83MZ3PK3VOn@h$Wl zQc2DwbIDP0L^z}Z#vtdEFaq#`%#q1zW)7L_j0iqb#(I5)O7%P? zj6_3Y)AXlyYuIle{a~;IVY!Jj-IK1$L^ZD_!9bZm5GX6(UHqCUAHC7S>ZNNsW)XG0&YP%FSK-gLYz zi-SL~ism@>y6kQLB8q5hQA_lMbhu=0GGB!*_8OxCtw0?pNu#MlBP9omUNi5LVfs$o zjaSG%yh?W9MY53HQg7)Jnao1^1+okG;1)f=Ex7E~C^JkW#C^0fzu~t*f`ACF!-ssV zOn@}{IxPWBd1YFk2O$DNkU}G%EKO7IL_n-sEpARgQ%LTn2IydbU+rI!4pim4tP0S9 zcAyoY0#sD2m%W`7c%N>SkBve(TXx~ycxN61RcUP+zSmwO84?u@XkD5_eXzzK0TpOh zubWD6(Fh*JUB**D#>C;W`*<~b6M zz4PQac`R&rgGa#oGNisq5TaqS5eu;p1GQ)>d`Lgz6(NUrqVr@a^%RY1JjDNZHq1OD z0kYMMG@zL>4&qdtSErFsMYUAgOV(CVUr$~CK5wArYk=$~BcTbeLZ@3nb)VG#Mk)z! z(S^L3@0LCsM!O%|7xk;`h&aIZv)kks^?pv`UUl?4p2Z?E)jWr#eaFdYc7RO9hU^tK z7I%;x5;0(on;uBxuA##8mB>&1hJdD*{9{SjR zN&aO|$wR!#9+7{@ZG1=`l3REKZ{Zy*CXdOp|KpAs%j0-?X+R`(!Eh^uM#C+BledCa z&=%T32Nh!*=?5@cW!KAQ2Uumcf$wQsc*fs>K6)#cZJngQxjH%{AQSG>q3|he)0gQV zfnjAp2K0m;|3?*Z*WBPq7w2hz=mRHc1!h)yiE)AD&!Px&0DBh z{)@JUPB@7*$8>&$7eNaApz{9~Z3JyXuR*ekjp|q$rm_T*&s)PFYzqZsBV5;RYCB;r zeuhE|XtCN!wv)^fjVKZhE~1m0Y!j9w*JUb+7S~xNQp8fo6r6&e<9m=yj_`OgjzyC& zRbd8;C(GGPEr|`H(RN4rfqYx;3`Nq4GD((}KAI#S`mUNwqA!c5_!R#(bA4xUs@dE< zU(6GyyqRK{c;Ff(#)-FFv#_$5ht))icxK;BYJ_RHH>R83&sEAdjBSN{*bF~Ifl*QJ zf&$nJf2f&^mA%-gjEFWW{s@Jg~~jF`l>NPME-Uzz$d# z-6eR}w~kGeKdSZ@oMm_6l4{3f`Opg&!B&P5A_?1jZ|Tn8-coR>bi}UOx{PwFquu$U+P&Ew298;)X({2F~19d2nPK`|F9tMybjLNeV+hwiYEc2+C46SRgYW*XEt8^9{}R<7xLMx_(RAd&hh)F82W}x9eEMN0t zNqRxcC#kqdTdXZotkZM2%g*GT_*APB@8d1Ob3#eHqg7UGuDz*NSWT^-R#AKDYf<_@ z=v3VNkk3j>jqz3u)e5<|i@y<9Eo5_>SM*j61+93mX8mhEV>e@8uxqjR%nRmTXKkI| z*^lN}=P>&pN7=dmNKV{jhWFv^8TN(KC!%-68TOO;y>pcfh@I`sbCy(0cFH?Hv+_=u zPt5YpmEcA;DdyiY{mg#mw=tERL1tyAy0ewtuehCs8IXKkYo_p%1iUBL!dm!IZ$Zmp z8mkOrSqym#GnE#PC-Eeae1xS)C9)ca@lMVRqmnB^#EM*;imQ!~m}Zm`9{1KHkNvw{7)1e0B>e(lQ`rDs z`SuK2R-Z-p+Q;l7dkI}i^SvMHt7#aItE=8scU)fA8dbB4LwjI1RI-P#N5&ve4exyD zW7J|_!43N;Y?l+AbL_gY2{PHoo>`vpESvob*=oBnupC-Oy~Y;8USYA(BF#EQ57Q&G z4n3vUgSzBlT)s$))x~3e-5($GQ~fxXM|ea)w2dj}3W)lF#(`+jJW$TnIM6?_ZA?If z$&9%WQ(M#)?E|40E{IrG_Pl+U-{o7Q|Nr)^{}I1s-?ks|BL6+Rm_M<$AcReGRkVirA#?UO=vC*R@O9cd$pPfh*b(@|?WXEYzV;`-V$ctM$e< zDtBzBmEjjHlT08J$!=|yb`CCL0?E_9P{%1`t~O7NG+V1e_Q6V+t2KZqbuLd!Br#;F zHW?;p4(!mnYQK{s+5v4TX{I&RwvlmUg_^tW+I*4#oya|{A9@lr|90YL>jDdWy9hP^=Yen`uuxu6;#TlU8g$DIn`%3*6ME(q&4y{v_{_ z2U@<;^!LdbGLRjE2ihfk!s~ z*LBVXr{O~^=MCtN%Kt%bVmqr12WOvey1rN+<@?On0EhEhn8kMo>w2>IW}Vt;p0WIy zHJtxr)x)iN102Ka;cvlib|>7-n;KKKdc-C{SgviyePj|Ds`VrV*b4@cOf6IUN9(V8 zp3|dNZ}%3bp$K^WWghV%*eo;*2OF2|ME-%-!E$adFB?jYub{{A_1*;RrYGQVwc@JN z-(U&rMZ$c?zR{|aVn(z*kil}$+9Sx7Yg` zFZ6yZtl9)upHPFJ-f&1!7DV!h{WY9;Yc zyo0>m;vDW(71VE)3hBIJT)PR?*=rJ3!VN= zr&4TqUsHY_@>*Bjv)$>w4}Cw2^O!Gk%ogrrm?!q*Pu>mKNAwX#T?Gb-yel5NT9~^r&8%h)5jR{F%#FAaFS-VaW3CPOk=TGI z)P9{BrHk;G-MuSt1->U%V55W#5x&DZEO4cZU9PSo+FXz0lfz@0<|?$!t*UPgZgPdM zuj|S+;sWC_*BFnX02e)t0)G+z7&HBc_#xgCd*Tn=@^`{7?VM1Jz%55yc>2= z#Q57|dtB{V&fB45bVQ%=uHDpbgLC;T-VB>zb46vl2{yrd`nS9d-u5lwt#J`=i+|}& z@w`5jH^NSyQ9O%p(W5;3tggHQR`gI!$iG5vZt>5`Zgn<0 zwaRvn*k3X?#_zN@R|eae#hw;sO>-_Q^eka-noC%2u*lQcEE_Yy+{vEC6tdH7SVVz& z!+dTUyquL0iskQmOE|QI$h0+r>FRDN7?Hsbw=%;~>&Ns4eWOpme z>Ly(=qB4&BxpK)8y`T1_9Y%Ows@-I z2mD{}PwvlEWTv3yOU9vkost$>*f08(0OivC5?-*o{ywqkPJgGp)7b26-&gBovXNsf zg=Nr5Re@YMqs@e7ET0Ud+4alXXR2E5tlB!lEkowS(`bZV14ppH! zMw9YnB$g#Dlte^!Pk6h`u=I-R?nO|Q z%-8y;intqFV_Wi2d!P-`PHVjt7WB{-;C&dcHxdiY3G!1JXYPVup}ub$Y=auUESAMA z_JFUqCYam9-M`fTq7K7~%9jiE7w zeaM?ImAagPP|5j2zen%U3}HsjfHJI=F&*YWU*m+R#pWwrQHITi-OBHDF;0qA?#*Hf zQy^3+w+pd|ZAG%-rEq3&?+2%b+S z@QL_|ykvEt)A)yU2LFtA<7u=c_@N%pbEVQZxe4#OqG=56!av}DxV|$QQQ~evzYMge z;a`vbF{(kB<7}>%gVHwm7jCBKA)lUs6?j!!r5ySy<(dn~RqdMg5x=Zd1LMi)CT``8 zDyn@fltP`X;=|}XJgC&tDp;&)dOGP&dMGaPh3sb}N~I;yL`=o*EQi%rO6^-VUTLK! zU_u*m2baPg=tb(`VzL+~ySBLwvgvZ3ZxD-@hrN&d<=On;zw|482OZ}9MY+e<#i zMb`uS5FAmo^_-<8ockz@mu94uBuDuY+=J{p#4i_FP3b0iQud~c?0K{`H1aI;E-~MM zC!D(4@E-g-eT(p7KoP_|5|2~Ka+;$Q$87pSsniswJ1Hjylcg+?b|GOtB=3_{Y8ZuV zAh`|$Ne4QRe95ZPRI>-!spo5DV2u`53r&0A;yST%<25ID7X7h z^Ps#E*~}avTPpXSE(@U$OxKFwEu)%j;aMHK0)%YA78(!43->lM|CKtzx^?U-T8v=u{zD_&1~G zRyC_XAu1Ie~hf%hIdv-Ut8X=!p!)V{7diCxEee%zAhhE zesr9l$5}epxhQv5`PJ3tO7k>3tJrEDF(<~}V54ID#rBGr=;WIh*+sV3yvlk-EOO4O z`g1*2<60;ol;n-KI)*xVOY*~Uv%EigQ{&CZG@izd$T8MywLFn$ym?kCZjz-uoxSQByUYI z52ptD#ysZ5e56uoLorN-anT-%_xRs@i1Al+7Cz%647H7(=x{O7`O`k<$6&mr+C84Qa|rSgur)k=4s!jM=rp3)xiuMz=>idfGu1)x{&`N?@I(v^Z8_U_rghV5T6tuN=f-e0oZU6P@O?)gML)8~cvJK{!I`w8 zK8MbtGiV*}1ZwFkf}hb*|1ny%gYvNKMSIbs@|-*>KccVNuiA$Ifk1x0WOtfkFLh*z zO8Q(nm(HVyR0b>;v4~FeE}{uq2`xl~)VQ{N$%J?2p~ ziuPt*NLO+TUYEOhN79W+`WW9K?G)+qD4RrPQa4T_rMMSEDsRVPE=l7xa6SohoX#g- zlXG+dndEv++%%4nRdn{xbJQ{3ULSb?zIO;OlNSGk4-H+^yEr9?TKDRqJT($G^QZ z#4xc%xtT-c!cdoloT*okf;vo@kU%LOq4dw=O8eIdsNg+9ikF-C* z&oV@17>wmb4KhGkL_Z@$QwXG_B@d7ztQ?sQ53n_9L)tJm?MQCuLrA7__~XfVGKQAs z0i%}qTSaqu^+tM<#a;gQ(*HbX_HMF! zc4v0pd1ThYTDYXHs~c($?1ja+7;mdXa7XRN6?_98t7mExY?3>!$n_iQN1Vnx^eYv> zL#i6qimT!$T8@pOlWq*b+#FWmdTatsA%wSJGf>GdST&61)h3bMT zkWrtaGc*x%nod{@mQybbhWwO8jv){VT{#;R!+KZ}I$~jXuG?ZeY>R*ELeLKX;1aNi z9McWw(HBsU!{I+H<`X&}45mELn{q)SMcc)oJPgC}I2mUnxW<%(k`M!5K`-oq{jfBY zf|V2l*W`I6>JW7$#$7s0?FdJd>>;eU)lK ze-o{5Qf-KXc^C(GsgRz70o&>2o+ zDeejdtd`b5xTD+i0~`XMkSQ6G;i;*vFGakI^vEb;`51IEqwG66H`nBkW*BYYR+tog z4+mJ$W`xnY8*PU9zHjVJ@UKatp0pLdp-OrGo#a2oxHMa7}->PzU%;Gw(Vh|7pps_H=a3#)(IWY%z`aFg& zafY2kMv%Z&^AqiXv3t@9^!iBLgPBx7>kBryFgYHYavL~67c@&q&lNn3l zN)v-!xG1)hJBwgvE{Ta;0!v^~yh8VAjHkVOi@%}-^E)5nDKLwZA<`U_ipk)=ysv z!y3pVp}RYlGn(txRzB{mhL=n_6*72-&>q+WU`6XY&Kg)_R>MbL1qt>lc)>qGJ^C4b zh8?gScEY-lY}O?DMb^(A7)hgODD|hjI)mN-0W2_=`54cJO*|C}n6a>s=kj<6r3Jhb zjtWk|DR^t2hJkt`U4uU%$$1E;^lj@Mg}Oyd5!;7_?ev_PYuI1e9<1aJbrX2GU5}%2 z492O7&{a)URY2ovl?nUsDLSOWxiVi?Q}L6&uExd5bYy_J%1F}>G2Xq{bA)^SCs1p8?pjXv5dd5f1Yna=yR)* z?hum2Tgy6S!krYZBGn!%t+~l!Y%E}VF+KY@+(fXAHU_g7)3FD0nDkuD-WlB24Z|?Z z!{L};YB5SGv9{Dz@=g1Wz1!>!8qC8u&QlX7b2S|4iN|>S%fw;j zkoMl8I11nL5G)^3-TQ=FhV-^>IjyaKxs|oTe@Rx^l&~QF!ab!kdi%SR=$+XH#|2CL z=S_cYymeuK3Fj8@+M0z^G1#dCbFdE7fjczBEHsh!A!Bn>@Nt^(c|-lRFxo1U012=Z z>%%Ro2GyVhe!wSq2j{s1{nx#>tfFE2>G#m;o?Wzy23UXlcT$mDTWNmiE?P!at^4kB z`iW{;HL|6bYKyR@(o`xN8s$l&G|KMTLW$NE+CsgoG^&$fKJ9g*ts+)T=#7Z!q3x~4 zR@=}te@kmUHMdT??@eFdd~@H4rv)aS;;1(L<_tEePLe52XS{99ilC)Iu_il}HN{Ov z$|T4lh&JIAL65vCraD!pPQkTluBk@>EHyuw1{6S=32|G{7L#h4QZvDaEKTIEW@Ncd zC@nZF=n+1^rv9Jp{hp_|-}9HgY;OvAhR^Yu{Ssf{YkY(6KI64O{CQSqhx!WW>6n7qbSAyo%BgeeG;2Ec zaMxffz1`h_y?kfgG%OVy6WmFU_8oVl?41~8r(%+CBW}l+S%&B_Ix%v*u4&h?$Lo5w z@szgr;wyJ24iBEFC+d13r9#%&NA2VG4ZXpCOaEa%#{NNtjL%KM60inO;{ULd^$91# zPOFnM3+BTt_#U#_aTHH4d5LEuWY;}uCY^(_&TY6#D4yXTl^!ZcC4Q%$VUV!GB$x<` zco~22?c+Jn)a0kxFdOb!bKw|gqdo3eILULND9wd~!iwuToF41`&=-2cEo{&I;BO4H zzva9?JjB*=8~{k!XdcXy{>0FHC?Tzyv}pR%%0*KlE2Tg=lS$6@S?MSPt>kGi4KmXj zo(z-WJLqB!fsruyGoH!%dVqbQm#FU{S%0Oi`_x+IDo)K)l|9>BnVeTfGJ|hnJ3QWBut2#CUHK?(v^h?s@AH_@UN;*Bh_e_1Cv!PItcSrH0{9c6h;Ts1nKD^bx2KvRyYr? zVyeoAgJ6%^Ej%=b)A0-yi<4Cb(bOmOMh#Ml&`;gtoK`E(2)z$S>h*b7;Yb{AEpxhJ zZ|sR@_zZW!^E}lbXEn9%@_jz*Oz?Nb;?^9e9k#?B+yWDWfAG98jZs^T@RmvS)x;}i zfu{ksc2c=HZVlbSZ7|H=$VtEoPFKYGvoN22{79% zj>BS39FE49;_+Hj6tuxM;@Gn2S}@F9v~E~SF;)jyXcdK_3odxU2ma5fNa>*vj;3fx zrewOW-@sEGM3eD?I;YO7QhY^SRd>`qbziUt{!}~Qs(Py4swenf1@IOSJ>ZdN2A;M- z*Tfo_6CUtE8jHk@VI4j+N3kOms+B>Tk+ zuf^-uB5~JCFdjxzeHm*%$`4gB14KePi02@APc`+0r>@yxZ`GHuw|xxb?fp1hHw#X~ z%E4vz6xS<%Crd|#S_dJlMlO@Qszq`n&Z|PeTYU_mtm?l zo}Jz#-$E!)OGL}|J6)U<@KIMN%57ndb5B3kKk#a3NttyuT}lt5BhXaW)4O3AX=glr zP3(@NFRWv*kk-*WJr&(Pm+Qr~s{bw0o={YpQ#{IZ5_s{0rO1#lw8h?0UHjkQb% zQy-pDeW(w>Uqd5tzfJAF(1$y5A2_c2z+LPEH?bGg;Z=H-eU!h4uc$E9Adk3?U(Gw z6eva~)gW;%Pq_me#`cmXmZ?Sn__NxKg`l7)axwUU=BZ*ZU)pu)c>`FdTCQwnSk~PLHJ+xyXywHq(Vt{t!iBO% zBH@}|q(Xz56ehK865Zs~h^GLdd8*Dih>VO;mNO zk7UVaSd-r1bv`Y#cumH$**Zp#)m2fi0Gp zS&gX_W`Qiwjgn{pRkAyX<~>*0^5p{-R0%isXc>1@}tc@9TGWh_A@s0KIFH8~8v zHDORz#*)DMR2w}W8i-R4lltgvmP1`?F6nWH^l*o)#%pR9%%+d_U+OP)0_MmKgs z+p^m0a5YK9Kht1*!V5^7c~lhUQ8DS;VEG~w<(+}IW|vkR`rvS^2>VFs)#je}wH^*R zofxyk301*rips3!s&w{3_k%ac>gG zD$xgFh4W>{xJOia=4R4mZSO=LPT<#2m2`W_DIJFFO;jfrqm?S^shc&{L zZ6O^_p?dl|QTc+x6o=F#7%j~61}|cwc#>$`rY>PD6;_wkzuukJX_!R2O(V%_@pima z<76|zRHUo?!eUQOnhw+9lRZy&vUfTMg;`u~00AsA4d5Kbneyu`TeK86WOmX{@dJW?x<@|)VR6lc4&4)zE1a)b(aNv5ls5ZhlNohaBYOtZ49g4w{ zTf#+iUupn9W~O4CNz!*fgTEjbzGM$Xkq5Fo{gP@+Ers<8(GfKRj!K)(KHQ*uxK6EC0q3<^+AZ9p(pgv32)v|H;jVaq zzf=aU?oEUq5XaYXoTo1&L2FKe2jb@k@Mst(K6WDP6^FUPJ0F%h0pIyMN2v)|7pIG^ zd-$Yj1Bb8!bbuzd$GU(QusdAFfU;GzuGxb^wpg)2m#qE1+tzD%1%K0D^c0>!JGf6JmXh3RMFHM&YEI0<{mswocb>;xQ0`QV*d!}aa%;>o*V0DbJh)kTzuev>Gg<~1+u zYGwxfhdD4;W;2)6L(b1FJ1zh0d>07jz+o;#GvK;40|M*j^Znix@Dr?nrB*!DblTac z#rMz9fpMJ1G+ai1sWt99`vNT1RrN75#&brm zU;ZG{G?qt!I7~6bRI#!Pzs5jstOd0`&(R}lDDQ9Vl;Q7mIXfR8l;qGJVtBM(;l@E-QyD5jPb>x} zXgr+JTO|(_R?Sqlf>pfH=^N&s6*?<4G*@nu+q}_FLLQ|%nB#D|r@C{#o8^xMFV56c z*9@)^{HN<=%@mY9!w+s#{lMPf9)%e+pBB+#It?XFSMDh&i6v2j20pg#(R26*9>F2K z&3b3;*C*Ws)5AS){eWj>MjuE;eJeFmhr2@!JBXV@2)}WAR+{8{8_gesuSegPZ*o zImojvsDc?89L7;5n@MjQ4EMjY0*du7y?~d3qt*dyuJ(8eSf#aB*QAxs4B_E;Zw|X2 z9n>qap3WDPD!J*$;E5&@OPesxWE;L~jnIQ=IK461^|!QDyx&&nK?~sm_cIIN2+x#f zOcTC4DNZpD&6HZM;!NjpJOl#Sv5)w*Z{a813C?3rSmm^alctF{&$rY->L;*kQ6DZ+ zs6IPARoFr|gUxsZ|7UL{i}#pJ_C=GII|@%GK#k8VS_5iAtkZ^vK|jf%1K=^< z(t}`{_<$pD39iCJNWz(T$DE~S>LEOZd-xZ>g%9cjC}3hlQ21VcHAiw`&W**fESATt z5I|2(C+@!}#p^KG?o87i;TWF4;^Gk73O|g|ZN>TRz!tFH%#*0DYwt;;(LRYlgK;TL`4q*?s(>HJ;Ob{&O>(*@W*=3-xw>6jI5D0<59(#}+ zv!YK@QwYTJ08^C;U`I|5Z8(6yp67dB$oVmW@_3c5X0^ke+yoop0?s0ROt3@wigTXk zSO=(yJ`7FtF$kcsJ_v_k8Xbl&trSVOhyNc%B~k2#-#_CUeNHQUq+h}^=QK_5M|pct zd)f%0?rPZWcj*=0!g!7q7c$r`8yx9g^aRG25?Wq2c4uJ#4c)vthc4u1aL3?B|6^|H z?T1yoGn}5d%sIwctSVRqe=!xYY4`-UhgChYjkmlcql&H%PwRhRmy_x&wMJT3VKZ%@ zvv3xA>l5O@Tj}560Q9Cb@x0q0yH0~|Xq%k%qCZS3oRf4gTUO$!&--UCJr7;arLZxF zN!kdr-_aB61*Ca~>CN5}o>|b&X>P9TI+$0I$wx@GpNiI`;{Q|!zOE+IUbv?E(-U5; zR;qZZ&Xtlmr>LoF1*52ITeuX_yQ@^nT zBUwnNWJH1ENtmF2hic9*bV`_^J9Uz=ZGL;eK*>%<3KgWM6!;I@c?OK}|G`Df zFj#Iy(RVNfikOe?Jbq@6fDtehh6vC9tzXHw`>LmO4-EUoDZKG_kOcVDt}L@OR&xF; zvw#yYu*1;a_r|X1w092hDBZ3=ni(IJsq8gpLD`~Fm7_{V?kX}a^W?7&=C9%(n>p4W z>mQl9M5$4kv(scaWxvM;0*XhT-Fjv zJ8Pf?)#Nj(8!m%0YKiVFx#W<#!&9*<&4&}J16J1CgexNO2Y9O<3D*u%&t)V})G+l{ zW^Ag;05Nt}&(^RPFxS~n-K}$?&QI*B{(7dCHD4Fzd#WxxQaJ@3)E=pTfp|mhP-A3O zR>hIxG)mGSEXhBqJfau{p`2NSdFi2gsBTDQUV)ibb!QQep-p^(|Kwi6<~RAG&IR=_ zBR>1Qe{o#g|1*OTFq*EaJa$+7!?P4NTAiRPbc2r2zz*zKbdbM%RvG>i zqs6CemN^>z|FCEbB#TPF!4r04S_#vfx#A{fg4e1G^+X}ITe_>0wh`w^)MaS z8Hu9w7}zEG3b*Mz;?wd9YGDAmAQ$9@N|*!sQ{YN{tS1h56%V5b>!uz?d8KyhV-iiK z*5dcNVQn{7yl4v7!0$LGLxq4@`rIo zTZG4cLoX=BcNUgVn!6ho*n{OeJmQk%(qXLN%(Vv^ueH!EKzH?eoa?@{4hKE5e!@6i zQ;&C_IPZAB|4%Mw9pge)H$2Jh&~KG==5hy5RjekNtQRjeiv;Cy5YM!uxPZyZU%F2u zsjk&GB>i0x{AyA>2RYPx6MKk<|3tshEN7W>m0qiV;SGFLlC^1!)s1svAj9RwcAP=f z;|OdLcbjO6Q!z<;jZJA)Kn)a)jHa7GUr>D~(VOVaL?uinIq%~g;yoV`V|GQ13(7>_ znEGl0tc32WDE3!LFkH2iwJ}{X`U+hIszVf>rs1-RoAWBWA2h)(_@k~&OTfb)>9ReW zZmZiWk0~l_kgPm%Jq3SK1?dJf;!tR13KC|>Mww`azUi*O4EAPUOS_Dn+b-g^_71}5 z9B9wvSk2oT3ulPMSj^%~<#VRCGtt@Z|HDbbKGslagXO-byu%ysR&%G}(coL26`?7- z-wfkVL7A<_{tnm)3tLm2#<-T_occ01%}sd@$9%?*S-GqCJuH%}-P_eVx9!?L2wy(L zZzTKogsWJadqQ_Oiyh&$@pDC|xQ>VP1o%Kt&vHV4>)EEa>Q@=Yg?#UO7t+~x(VH#& z1O1xrruCR^dEQvBJbt@ohFGpDh~>Wa25+X2+FVbt*sjOmYZcOzA4aSTDeF6HSM;q6 z*=u*;1{t^8yX@W}ExB~Ymb}eQwX68nMNZ<$oEkaZH!CtNa!A%UpLxB$(IL+xdUJ1Hs|`As7xL={ zuoJVoqhKs2gJUepZ6-l+vyHcMD>FyZKyDfVP51@=9{>OV|Nl%`cYIXE_nmw1w6|}w zyD5awI|vv$f^=y?KtOtLQbGv?M8JS_kSe_w=?DoJH1saj(5oOIy$hj(k@CBX-#>nP zJ~KPBJG<|_nLGEK^Iih{@Bvd{i%gcYU>3}Wc~F81(=2#t{x&mVu5(xxq7pcbPQxx* zEYe{oY=U*-XE6?2i}D!2GhzW8fmoEZK#Z12V!b$yaj;F4zy#@~Bsc^;%{4eJpXk1( zw?0p8^bgn^nnEd6U6D-2fAk8~9r_us9t9&A2hALarjN|mSlhHyP2>qZLS8YOO;7bn zmi{V3JR99{1^glY z!v(Pw4)U*;&;zj-&%@v1JOt|tkV*k8MC(MNXbj=_wdf}XiPxeHJr}(&0p5y9jNCX< zj1;4}9xf0N?1%nHVW2vd!pyJ=vcMczhQ@G!lV(}=S@hmtj^2&>1EGENwQHRg|I@E{0;;DED3TNRMF-G`d zyqF*+id8U0Oc9esux?^&s*D(k9t=naW3aJE5IeAiO_ObPQC-q!bd!8r_BbZkXz8P&OulfI+6xbQ*{WY zP+xB&)m%-XL-54Tpj0^g0jXx(?T2hKm(Q6?I zF6-Lf#k5IX$4%-I)|J<=5A=bX7$;xiUbawbe?%z%k7i6i}iDNAK( z0o?a4fD^L4o(VOa>`qrxN1nrO;FwqXW2s~V_=95LESK-GDpZ4HQ&8g<_5cVm?%9XaPjMgr?NGRnydPkY9!Nck{++jG{ z>h5y0>Im(jhHj-Yk%c^3Ksv`{x_HHL@k%^~7w{J6in<)5%f%4=qh1Y{Wi1M>%Vf2c zwyG#$#SF1oM8h`o5R%mm?@?aK6R?;TQ=)f*xeIAdI=xh{>AreI`^ zaR@xXZgPY?t_sNmxF3JR4luxR)De-6+hl#X0cRl^{Bk}VgGX@QnWAe^4C5~(^+vvw z33x|VGNI;#o+WSUj=tw~k5ZlaZdSK|6FmO6Do(|#qmayzGeM=$MYsrww20{71YMvLgnQONie3-dRCaYnccnABJN2ZE5aY?FQlOnDr;1XC^?BWi zHo!8xOB-!zXkt6lFd0urRYgFVUj|on3$}(fumc;YnYsxyheXWF=hqX?;YQWST(s}e z(q#FuzREe(A6N=i`8tjVcEMBKmkO&&Y9H)}128hA4XuNpAxvfQw4^Q2hs$=TqV_`& z4b@bd$+Ou}Eu;n1RV|}(<~SUO6O26Oo!$-|Jtv`|Z!#SOzZt3q^DYjqM_V>DE)^S#+bYL0Ni-t;`Y|R@51scTsd+C$E#w>7C`jk}GUor8}9AecZIg z?ufs!r|%H9gZ4f@|9cvwnAhSJzJ}*q{$<>gt5upf3E}!r;ZeWBuP_65!f$X@jHlJO z8kf;6NEiQ#yYNixq<_RSc+F8EIcH1$Ji=^pDy!G{93Eq=z9Tl^O*0)kQzz<9)3L2w zhee%t(hHfei(3+uI!5``9a@YY*$k9y$t#u5t7Q{dg)LNbC}el(404p}1bIS6nTb$L zM=={sf~=ICs?tOGigQd)KG)T%kawYJ6SmI#*7G;q^SAOw%SasS9pv?$2G=?{HLNB%V?PU4V^8=sr zM3}%>3e~7O)ublWlAguSl05Ibq_(-~uuDEM^El5`qJ46U%+LF6oh+v3 zm`?Ippd~!hec(Ge2D0f%oW=7}eroOn=VYT9$NgN)%x$mJ9LNRoZ}K~UpT1xz+iia+3^s@az+dF1T$I`t)WY}MwAmnO$B=B?MaQC z8}^pEVP9ep*X>5%LHnnAh{5`IyCC#29=5C1zVI`691DcrbeGy|_|T@~Qv1-(^bPZ^ zv}4`wzV5!UZoKa(E_$;|B_T6mB9+NpNxy{TtA+7q}^b#&LNb9ff3xks_B zZNg_a$XP2N>O#)ndZjcb+_c56j9C24#NluRH5`ja9&&zmo(Gbh5N|A&H78{^UeVv= zmOw0)H|OLYXP~j3F_=O9?p<$Yu;%;K6jH_29)Dd{B*vchbW$x;GA3g;b>1^T4OivD zx8n}n!@OM6{)QE8C0oJn!~tq2?!w*7*DpejVpn?<=WwP@FIuB}r<+j_M3`P~z6T#| zG{N0JhjB=5l2boqt7$L=a&WwrXJ@ieEixO`Hnm+{gKN;viE-zc+wijrYOG^)obJMD zxwS4&$&t0Sh)@|m!Oi?3>_|?*gVvTBe0WR2tkym2A%?{Hw~a3oCGi9QOb-_>K=e zUQZo>@#YTPh5K-h{m&ojIXv^e@%A)R`Iu`|F!$_p(&#m-tjBbV{oPx5ZeFQ$`Ui3Z zB!+2&KIuarW|f7sM~28?->|00DZXS6HB0s4%=E%8a=&*=IbZM&s)vi^PhqW{W|$<= zG-ZX_h|v(A=-G0P{1TVSjBZ){NteXVygj8GD@$TY%pikmwSX>f%XnPOqdn-?8LdT& z+4$NW%wrvHYc%MUIk2_Pj`Ka)F$ZI|?j3Ne^w4E<=8f*B`{`QhBOIg);2hiECNUcp zVpP!ed|}cry)vK`X0TqVQ1L%${13s_BD(TQ{~rU*5FCQT@Vy+y^{`Ok8ID2?<*~2jVC-l5na57B zH5gyWZ*c&oas8A_w$ORLw{B~+Cs(kKv@-YLKmux*`OSj!|ZUy)_{R-m}yVlC>P{{bTd~z z(r49lDh|b&hkGy+Z>OzP0a7TD%E3Ua0GlYd4m+qaROV}#g0(mf=3tVW(WwVZS&gp2 z)q1aPVBhKPa0XMcGo<2S_EGI%I}TPERa(ghk>|2bb$?gcGv3R(BG2&BPWX=%GI>6Y z81m7@h;DKaB&xyoICh19bVvB=15z=_@IzQRjfPOCKaUv(%R@>#VkW|zPy zy#%VWx5=$~(s|CK?^)d>$T#c?$H>w;+Af12mP0Kn9Cn+2bmvht6{3U;FJ1BjJyrAV zd7NOA)o@$OJ%)X4TI63C=SGHh&(trnt{tH&+x{vL-Z!utYcPAY#XinnojI%yGtJ(J zrV^ykU&xXbJ z;{wyvO0`0aY9jDm08s zqWAMKMQ=k>>?nH{*YFW8;B?#4cMEUfcGu%r%EAgr)1T_N$`YQ5)(7{JkfMV4K}^R) z(E<#91-)Ri*e1roCCvr^_qlZ;c#onHbYREY2WH7;v_T)yh1G86lLR`$ZoIz#E;C$p zr=eLwaq59>slN8!w=-x46)|T#*H|^IqH*3-NDu`?HK8FLb2<@JT}^O4GPi6$dQWxb zRlI}8)l8J#SXDuyucN>L0!e0cuKv1fAGD?W2>@XDkL*=&Z()&%IsJWKW2>3k&pp0 zLtR+r-lay+kauVT{v*d>P1t1?V4C>}S7Bpz;+kw7Qrv9F&7u~jPafI z)|Q2Foqg&lk7b|(`<%_N#WRzZ&?)Gv-qCv%9cWs-TcA&%qOEAxeYzuRY2Zs+CD-CW zL)*|U4>YsQ>}~(<0x!%9b3Nk=^Vt8!Jk9}D+HyI=1J+h6X6*~lDScG$;gZ#vZXWoT z;vJLXY00{9EmjX{sJ`*Udlq5;uot#tNO>G6D`IhXygx=qah`6=IXe^!Fv~_@4puhd zGTM%hjFcs0GucuW#o~-2%<*Nh43`EWrSQJ3h?8{%omW=VnK3K3JMg&9vXd-<(LC$T z_<9TD5zi2vVoTswyFgBtwehVtV_=Ubi_LCp+35;>u{Iia(|&g01!WsbhK7^~&1@nx zrLpuCjgykgMpH-6fEiGTW!yRY$6pgepcC(}K#H-Vg{GFU#{BeM)(lBTG?h=#TS5TG~2h5m}SyQDF;s z+UzDe`2qj5A&{!n|>_xL^6x%|Q2Y_F@v z;27@zSH|#nJ{81R45-$gx!BD!G-M~clARdD7Hp&PyCdxtoEzw;w&6DRDc3Q@uCcc; z*&e~K++P&xGFTfs>S(3RUdY9Bw1cj=;hr+S2v&s`>=GR>uh}6oN%xTj-C8)pZHSe_ zt9rl1Z!zAy@r8J%n`veYerMuL49$Zis3tF9O{z-lyD3e6LG@`3G^V#Q5!OPZkS#P@ z-B4ZRId&VZWH6`xBZ5$7LRdB2WJ}2mSk#kW=9T$vn9i$%cWC?=tt;3%o?^Nh@26m| zmN&nSlmW~ot9TC66}STRL$1?lRwO6YF?Cd>!BMruIjCa&3(OI^4Yxn|j^EsOfat+Y z+AsfgP;v(e|An{kAmpujV?wZvHw^R1!lIF=BIdA)-wgTSkm$oq_MMncqlE{$QZQ$Z zq!jVrvyfiw?u+9#G33M3kdAmlOu}X25j21#v5r{h zZ(}iC#6u~$QdVOpIg5f%g8qac9*S#l9bSs-_)@$O58)a7E8fWn%uB6IE(|~^%84Z@ zoV9q2w}Gl6U*b-6N}Lk?@w7NA&WMwYnsinSq=(`W<18F!MYsb`;&ux5AB)W&j`kO% ziBIGW5idP5c$Y9Me8TxJEBuGDmj)$#oYj4NEBKqC4T|SP^r<9+|A`t8}*+G=s+QB{Sc2-4LGB9crg* zLN%Cx)9@&rrQ)g~G=h~_&Qkyi!ANSvzwb(QurL&c`dEfYLz55A#+RD)gCB3jN7Q#J6L|Cl*$2KzUeAMmy}$&AH9o_hYw?6l{5H+gS*gZD0` z;#uzsUrcyYUkB`fHGN+?jWNHI6?@skzTB9H@tMqm6*&G~-P64meEOvR2|WbCCr#7n zcNjxcsEaxUD`^3>QnP3l9f5f?#XCgpz+LQfGs~}Foaz8Sb5!raju6CNyllRJVY;NM z51%lK!&mqfeq*oGO}v6n#1oFGEAUvP(rH}9?tCAsFeiaTsrj8{(ljL{G&! zc@qxNWsa>Qm?nIZK%+yJEGEkR%*^uuX$&7RI%6+A$9Ee)360Ox)#eNI4x5J^JX5i_ zXB_76zw@1U4mt67SZczMipHqYk$QF>On{bR?H`DbQBE3fDgB;B0IkX|*mn4C2;jJh_ z&15BdM^ETq)~NrA$9P2E;mjGYazTy{D2Ku4t_88P3Wr)UKSn?u%mQu50SCOnU5E-^ zi68Ytu@6te4RKX0f#V|5M3^S}7H0N5m2r4NE_05{6LK!smqKRgi{7HTjAxx0;|z1w zs*sTB9EIbl7v)hg?sT|mud9CMnwZ8Oi-Zv-6fP zr5MO+`8)98b1@idis9n_00030|3rBQbQQ%L?|k1kGdtUEO-~@9SE(Tonv_833WVN4 z=_T}Dq)BK2=~AV40qIS;sDN}t2}OED2_UE#;7$0y^WOQL*}Zqq-PzrlZ+>NO9riP; z!_rw^xWnGK5s@jLT)~#bzYWjudhOXYlAWLP*K?*tOpXXC{WkxSDr+J(R7r8xRM{Bu zE`Kv;Qv?>+S_KOBWHqNvunESAvhEb?I83JF&`n%{HpXmm z1NPDlm?^f=Ho63tV1wRH2lb|X zkb{FTlB(!u$m<-^pUaB_up17@KloCJkOLtaExIK$@prZt7QqR23a^Tb;t?j|91pjC z5(7kY!Hkl^Bi6wRs7MF+Uw8y}p~cr@8Bt2aizYAz|K=4T(mYHr#ba6|bJIu|1^d}8 z+`%sK?QA@zU_sab)7f6k3-@q7D-MfT0$hWItQgE=M`19l%`&`4MJcl?MzRnV%HmlO zwv#u;NAj&2;O1psR)AT0%b6fSTa0;DZk+2@;c2R^%#D@#a2177_@&d(^2%)E9sJ|} zhqB?hy++g&1Fd0n00vP%`C1gV@>mb>dy#>C;1{gTQ=lN=W5_L)Es~vZ3Z>oQD@3wqrMiu`amD-XZM=&w@v->b z4$4^5LoqT&7S;P)a!w$QI+|V0YIBTd3p?+j4RZ~ybjkPk9`C7 z(;_j*I7nZLCE_405E(E>G%yE-WdosK3H%>g!tc}&p730-LKKGjSO^M2Lo5cxp(VD) z51@p`bZUzwU>1F7cw_>sqe{@(IFAFw37C%=Y=Lg$#fP+>t!Ha=n+BD!I!t61O#%s@ zv1~Sm{mXi=jjS50%KGv7xsQ;vndgD5Z-x6CS^a6P?~S=mJ}_6v6>_CqEt^miTIutL z40EseVy!MT-d*Q*w1!h(tFQIQ9YKG|Xd}}2#~n^N$P-b^>Pvgw8*&Ldq*ufMc8B$6 z?Q|s$V58mAykzKkd0K9emxGth?@hx+SNY~Ssj(%fgA_sqWe0CTnP>*7h8aO+WxT9mmXNj0 z1X)f-Q-W-4MpJJmidx9Fy6^7tV3;pFEuwPhYDzY~jjHc$=v{BDHws3bq$$P}!{?o1 z9P(_Vm62;`1%<^VS$E_u*+4(p4cSk(SH7+8j3SL=a#KBXytjo}L6(&7tX2v5N%w=p0G~zgq~29_kv&X7wilB#2`pA27zl% zfhq8vYQu1tev zB9*2EV5k`~5zg{iW(VwuC1DQvOb!>JKflLTV`t5ACHOO_P9^y}YldtoUGKy|89B{6 z!CT)9qYum&S;?y?(jod=T=LwvU*l_hgLl;{oES399;9cuyE=y@?H}<+yoVbV^L*l_ ziPP3*+=LCpEUUY@fPaileE-RCqdm^_eJ@MLtX4&FjBLt_Vlg~q)#G*e23gv!hU0m4 zto0t#_V5`O+*_wpd20qb|j?3-vDfOV;a1&m59>7nUk*|wi zjA!s1eiqN*86P6uTAJ7~5ZNiyYm&La}LahvP1VUJ3o(`Z+WsG|S3Xx7^F_ zSG>0QR4(QbW>$pHOw;3h%bUh$@aM7uDtneYpEtlevc4YsH18SXXJZ+LxnE%oF&k@I zOK`p&hcDqgY-XRrA^8=n3r}Gkt4)YsvmI;*ywHy0EK8u}aGnjo3v3nqN4sDFWwA?o zO%B1us=K{L4l>(8JJ^pmL_TsL7uKK=`l^Lt9p5KQVg!`M82C?iz*5jo>qKkphu3)p zr~psIIvRv4s2?Um4Va8IAqPoNORr;B|2{*0XN2ps>tH^;t_$j!E2XvN7%u~*u{p&; zEF{xI=zvdHU6!8}@Sr(QEEH$(V>L+}!EvI9Z=JOU>x;Fx7M~jp^uDgBBW@exymL`m zU)n4AS9~RJg6X`0T~pUmBdlPq-aueCJiEI&8xX`(BH z88Jm!bYVxDGL*Iez6;m2hG`+)zpO2k3#NWN26 z!Rab5=E4@TR%j1dpV#I2ah8h3vOEeeiKlRxF6in`Q@i0awG(#2*BXEG6;O#@S__~A zErJB9sOxJb)S&6IC2>)gk~9X&CGZuj*7(&eB-5cN9fqT77L_*6>3Tg6#f_721U{8% zu$TwPLo;Cx%!C}jo?*hTv^FK)~?&+%$TAMA^V%-cK_Q!(D@kHaG#@CST2 z4#9Kg2z;T>8iB9)4KtIEF%R;-W;;C0+v;j=jm>?Vb?vv({e5FM$Bn$1Zf&qF8X~_n z6K7(K*b}nSO;y`PHP0_N6YjB%)Ptp=7d~gR*+nR+(@#7U#~RR!Ro69@$p-838pyuH zBI0AsH~X+Q9A?F|7$RmNnT5O zOrd?X{sA$Qh3e=eqs^vaon>jQl<8(Usv2BwE-^o#;xs~!aDJ*I)0|d%gd?ehdBn5X ze&lN(w%#{Je2YK2$FaWpNJU3BvNQZB!Iae2jHAKkMQ@56V>Xp%y=T3z0!?HQDne~! zJMGR&&|YW1GsB!{-@+y8u;`?YHZa%n6kM;{c0J;|_-@`>&psWIg-{ zhuHP-rktnsbfIqb@u_?&f0d1$RO2<@8}g3~GctGvABe~FJU%e{8Y7L_#zKuW42XhO zqBT#umZoZkIDu)pO%^9{uTfAmvA_uy&lr0Uw8?TzXlu2MV2b-WTe&R%RE zv!D4ND%R@mObkt#nr1Wwhs8)qRZS8}M&hgx`rMh=SUbPiy?Y zI@LdC-{CsA$QJ3edzv-JQ*0%l1KMN2QMQtHu&>!aFcp`wIItmzU$L!v2G1ag5nBHr z^LEA+y*g?*sn{~8oU%q)ql(cBdui?IgL6IgjJ|l2w=o{`p?MaH=3y-gb+o-}x791B zoAI~R-OWqk@;~1KJul_$tGHQg)Vy&VCy8Vw>^8o=n1e{Q5jWyG9B)+?Bduy;IWEV0 zyoYns{7u{z_eDTDc!V{?z0MeXrukwNW|^yuxmedKXKiq%>f`gYigm=3{7XJrdxe^; zK5pQLc_)^RPw{W28P)g@#%e{c4QMrY=9JkMwna3t2Y435A5rz95^A@M`a$^vc><$K zz6!oju65LZ$?T5{J(Y}4@P@sgx5SqCja~~A_%I%iO}r&=x#jYNfR|^&V`yogpnI^@ z&Z5R*2AzUa(BHYFm3J)-6|3kcSW4?@C+(&*W4VzD%e>#x9XLV1K?eK=x3v$v4b|+X z<{Xjj{Hk5$K1ww<=(9=~-$SzKLszUM{~oGpbVt9@20x;*?1^>N8zbs?_w%`d8=(iC z(Q3alRP|ToIY#aY>E-0%9kD)Y7ODcF(hqh8yFIV>H1SN<*lS{}U=AT_E@j;-sD5&=00gb0tf|@E$<08>E_G@gLo~*bX~;y5c$h z6Yqsd!RB^t+~^eMJA6^Rlhss4VLlALf3Fa&M=gj!^kaD$#JVa!@9hL|o#xw}{HT#) z&VpGGNBLy5b^yJtzR*jfH(bK*I%D>RaWIKbf=Q6h`cA#5o?{U-k?8H@lvDLVV!&yPbLGu=KFqVfSMTgby_PdM@#_ z;LykqqI$pxaoI@6$=W?e@Cl-u*n=Ce8MJ~wWeOhxLtzw5GNyn_^Z91J066`LcX0p= zguc)R&T0)=p-&PP^BvSrls&gFB)WToi3-l&Hc@FyN`D zj3+53PiZvXxy)dOl~0Cp&%Z^UM8D0em$>nt`y%9(JXGW_nSAFjQtLz?TI%+8ThYgEQ_6W`(uQ_Rztx7?QYY%=E|ZI8L#jjf zbnz|LZzm4=}rTnscuXoouz z|2ALq9wF7lP2;ZCjP*#$P+QRB>*N|LJy1_L>TBGBWg~iO?MQQbii_56oayFOy~R-9 z5zO)HlU7PlFTOB+O;@546S>C=8F0 zYBttMqY*a6TIM>rP?pfCwjN()<-$gKg(QVMFwcohm}Xw2-(kIGv99h>@jLvf@dwRClJHKo9qfo3 zyeyBzwsM)j0=D7B@VqL6W%Vzod-8H0#&IuJkYJa?nX(`j!g87oX6syE(ENgX0F1XS4M=9I~dtblAZc!x8SIDeqTtA{B~m`kRnpuoE8;*tR418Hyb68}$KecH3Kv+8vTuf~>^j>4m)Xt#hj==`O5z4t z4iB&cIw4oUJ!}`-$-;1lPRyUcE_MU2vF%#(55X;Vi%k|;>?zBDESAL%=p^}!-G%3D zI$zJualanXf_O#uuvhohANI5T?2+!bGJeCJz!SKvd&pqraWEUEF;us~tT9Z170{2_ z&@6`@G$cz55A{4`yY*Sy{@|`8r7}-@g!}ueOKv(bpOX zsj!E2fD&T1&Q5>P-!NA_)A#pO-)YW%q4qrY;01fZY6~C4VUJu(%~RIgQs=D-z6!qX znh(!fpR3PR$zmTB{51$xF{@=r^&+jUR#t24w<3>YUlskNSlt=5K6zZfeeU+TOL^<1 zt*v6UotAq>?zk2=os*uTJXwCIQq(40+pCNt^wxPI_dvX=O1)&Z(N5MjOVB#VK}$Is zHt^{XMH~4nh@mtHrKQ{^i$dgdBaKUvWXRWI3|vw#F^8GwsU)7n7ixW)E)HV{D8L`m z8(vr*me*K5?UYaPRs1mf@V%3~Ay2Yz^n9Jvm9hip%0lqaIl;q4WB6LOS3hC}ei3sJ zZh)Ks%b=JZpVjmnUNgo+xdn^8$K?buno?;X9e2A?%6l$aCu`B?5GsAnebqy2W(Yqi zQ^ZDH$3w6^A1Hof6X`nplnU~(SW%@)hw2l+I_$yL=_oRmpJEd<%WlB|VwR}oY41NT zGVymkvyYHTGD+93FyGotUhu?f^*w+MeIx0KOtwbSD6Ilb{NTw9tSXf0{WH9PdqNd; zyYdIQE4kI(if%W4UVZKF%a8g0Q*Zs_IGSLN(@ekuERZWO-SwGCW$<0xpy# zF}35ZkHSvt2k0zfwCmVMw{-Tt2j^(B`_2eD97AQCEF`P(?!2@; z!B}Ip5?i%1IOsiRPmX?0FEoyLv*;HilV0bl!N;pR!Pzv0y7}8%Nmfy-oo{{2DD!{+ z5$2^(Y3Xq~Vc!&4xY@ocHrw0mC-?;StA}_>Y_PNNtt#T3>?}5W$((=Jes?O4cH9uTN8Xe#j36 zpdd8BLa>3gvYkG3g)k8)eL#V-|*Ka^D>JG%llXGHIE7Q6rtV?vL=m@RcM=;KvT^G zU1Q43#y`aiJZd-d?-vu*i3rQR?PNHUF$WRWWHiM@EaT+71wrGI%(gz2gS-P|13jxv z_-Zv$HqrYcxY&xsk7XXrZT$=PDGRdTDxIN&Ap5idD zgbx)c2w*gpp$?)dMY&UDID|t4A`srjN1BV$sI2LSzbTVn6+c4;o3FCj80^rgS+ey++$1V5qrqa!9&eWr}@9^FH)Kx^GgQ`Qx11WLjvZ8g`y)BfNw+rT_xGF zD2$_Gpfdn1#mYh_DQKW^nSP?Fc!GaL-|{mm8-234`EBSLXRO&mc9!wfO?H!O&B1cG zOr*7DSt4I|*-vgZN6Ybg-J}QeyZPL=W?$+{_vN?#{{sL3|Nk^u1$FM-=5#h z+xPbEd$Tk5o^$ToY>|)ocmY2;{Ag-mbNK)&Koy9lFj3#wChoumI!D>sBRC))!DC3b zzknC;ySOCYz+vMRyn>go($4uict-EwhW3J9(0h1n7(7th2d6*b7#x9b#5VZL>P=BX zSQ#)2_VR-~NhZk|Fas`W(_lTUfwd6mw;nXHPVH@gjo=X;u@SbyHic-h9s1J_=;3N0 z4#Gi5qu(H%T8N|2Nqp4HX_*AZ3FzmjuHDpsgVyT!Tsi^A752bL+N1hf!lfO8A1PF8 zDe@o>+I;#wk076(fDcafUcD4H|+W^7$$%0V`k^tI3Y&i>wP=H_k#W z#^7`I18eIv{onHDwjtP6^VedGDLhw>=9Mv5kHFEYrP*5A>=?>Jc}r)YZgPPpk9A0t zTyl^v?07hw}s7d1pK45l2&fhTg0To3JO8}wD{R#{9p z4}fMIaL*4KC+pAzIYIUH6oTw$j0O~H|51K$CYwdIN3LCF2KifEw9T}cjyX2dw_10t zo7(H9MVJeZF7f7CGp(^! zP_`E?Zx8n#YpN?W>_@AYbtf_-Ag*{d>ksE5u}CaYXcDl%=?<9Xt>BpDZi-jr9=}YF zg(kYVhD=X07lTKyMay9m9|6ViJ>+`!1*TZL0ycUF+pCAeY%z%E$Z!aQN>~nqAOH{;{lk#Ld0+jVy$3wjpNVGt zOTJF@gq~28CmMef4;ioGB|&TCm`q&zOU=q7nP?`NLuerFu=k+(_HQZ2o@5SG`={+5 z$0%6{JBxby1QB6%)GJvRu(9JB7W1yQ&@V{Z$wBpPMdW62#XH=*riI%VW4v>i7%p~W zy6CSb>nCxp(L-(y>tIi$HZ<0LQ?@a0%5?Jw#Wm;6m9*JW+}cTd73R=Q*9@9L4IPvG z%f!UE@0fSYo927-i0ir0+?i|CqNm0kqoeb&kzj8|Uq!Z{wQ_(qOuO%X>s}WyS!-&w z3pnBkvf2jhrgW`^b&z`ar_oCDlIxc1O!Po@i`l6p)rV!QHMECzu#t6D5qFfjU?yZi zKRm^j!3DMrcFNm$jt;^N)>Vd!&*6euLhH(hz(|+|6J@6S8GeQ@Xc;Vn`l_#@chD!A z$=X7ZMG3fuRbZUmU^CfcHjvd|gV=QSejrqZQ0T=nU?tHW?1F zPPhl$P1zxd-@P?hISFAj5f#a#XUKAoBop;ANkVlKO`Y;o7WD8M-nra+u zQWPbtT))YVvYF6Dw882)26EZ23j5eW7E8z3akd0bvlY+-1L-@c2~Al7 zo6nlEM(hd$$Wh;`0%uuIHU2>gAJ|8g2R@8dx!_Z$F!&u7vb$ia$e0cvSW|WOZI;Li zvN+ya25=YoQ#k#=H28_FW7+H>i&MX6i29X3!yoF*$Ltw<$)2m64}?_KlRCjBb{IFQ z5srgjSv55)qhK%F%TgeRhV#8llaX|ion#hY1l8#jOUBbInqL-cp|+9Fw!&+X!v-q_ z8mh*=o&BP|`Ro6#mCMG0Z~GrcLyEfYP<7@Wwu|McRuz4B$z@}pv6!ba`y#uf)_*$; zr{_3==_=#yiN9cnb_vI_`fM5d0yeOX%n3vB5{zJP*a)?D7R-TPFqO@x6wK!l*d4k- zn94^}MMHwR{%gz@S8yTqhyJjGoy8rBQ;J~@D}!(FJ+7k>YE0EWjiVZ-sF(`mXPAkf z@i>Y=HzN36m*^$C2G7_+aRX2A-|-GSA(PJ#nS3oTq?L#Au!1r%k|n7X8pd|Q*H9O3 zvf1oDTgbjDkOpVem@`-doWWFXvoz*o_*tN-oRaW8`&-TF zRT!w)qz~(*^0B*`-Lb48tH+3iC>TsvQPWT5=@a%H*qNPaELQojh)<}_rm`s27g9$} z)qJ1(vjEk*)asQ{JQbn7Ux@W)6I5K(R$Nt>6=gP7Rh`3G32Y+U%aeSaS&ko7+&m1I z63XNJp4iSi;U3-*OTjnTO0Ez;(SEEWuChN_Au$TivNNofyF3-9O0uWX*oczKJ}F3Y z8aC-Rp5uOfx+71_ux{W^9Aoe3&anM}6BM5F4^}4(QXG`a(iC6bQ0%dU*Tw_vYfOhO zSdFH`UpSM`6em~*EJ2dBRb$OyQ4phYF&qxCFBFdzfrjjJg>%e})fH!H&XAHjyR0l11S!Z*-Nedi~Y^Dk(O%Bs7V zsUlCI%`NEZgU0l!kUEbHx1>55;zDH@ydpXzo(%{-<`(!y@PL$EuSr5W8 zJdVe6FHVpRd3_#@k=R*AVr^cVPtv1tt{#gC%5%kHf29RQl&>#^x>%RrW`Dx3 z^i1j474n*1s;d#;5iV{6z*rRp2l2If;#o4LTb zRjX^ph;isPZDP7s(9b4pBHWy>O-4WA5|eR?!aCbjT%s+}(j7PDJU)qk(8s7g0T*&~ zw8GYCX->_nwZ%ZKGmb?N!?cn3l0V{C`FH38Iljco+9mrh{96>-GkKPu%60z}m}09g zt4n9lxri^yR`je7Dp{~X!9zh0Y=dMU?K7Of7OVI#7`ofLR<^ZQkF00E~4l z?5y$`PL;i1vE{4+L@FjMuJ|i~#VO|!%eu1h-pTfD@@=uMvYRaJIcDo7CkOQlN|L&# zne-vcRx~IoXlnHuvQ3R+wvQ1rgSyDyY=>>FW4p+roU;HZEG#FZ9mzT+p=u#K$Nee|8(89Rus4+@~pSwLKu^G#T{{1VP1g^ zu4S%$)-u<1ab0{L);9jB=oJ1XOkw-*4;%m>@hO(6_tf#cG zwu(3(X5$$nA1CWQ-~@iF^ydurf3m*()V2sIVEch^iXYy1?g;41xHwCEb zJ`Fx-OJSMk3110Khzl;Vr4;*QH`)RnWe$v?^XxLq!p-rYVwXb5FRWf+K6;gRNsg6IMl z^pmZ4fO6>ps=7&*8RCi3x@~k!Dhbp+vVY(s`~&|o$q5;JKotK%xaP-CvhQgFTd&w) ztzw2X%%&Lny8c0qre|`ieUMmZ--!c7fO8(s3m=8as)D{|49DKuaJ*;qQGH9-aO|kv z~04>diaw&V0Vg}= zkXOTzye9s@NAM~*m=ELiEvHczyLjtjbL%%*7aQPl*~yxv*yanI&Qlc{;v+fUN>iG5 zQGSjy_zeCzHo^0f8~ykaxm(Y-4jH?&@kR;JmAWhTsL!t(-Jzvf2X;{{weEGGH@0<@ z4V`K$7O~y!iuf2az}>-JPYe9TPyC0e=4suqBhC2Mnx&Nt5A~a(YSF~tTz6-!Lr@8A4mEc4bvWG% z>6}^49UQitd^lt7_y38$(2n{qq9wFcwK?WQnn-@yM6zoRr8`q7H740wX1xkb)n^6m z^{?;rLKC8~Hu*y^G*C4}3>1QRsDqKJMS~CZ(I(Te0sIGFJ#m6Y;9y)v zWmTm+L}kY-UKyfWt%HGCZSItOeUI4g{z1cX|)|3w@~K zffxF7Ju+ga;*GXEz&dZG9*lJlxfdUoLk} z@5#^U=k-)a79~4MX%Sj};P*7iL~Se?p%ct;gc@p^W11P`KY{KBZZ@N|>9pDG=0BaL zQz0!@3lD0kttPP6(pp;MXr_IwbqK5GtVMe8eq)>*D{Imy*)b@RR`~U?g-{4pkUoS^ zmfvo_IEtfrwjst|TNhb|y2v@kzkX$u)|R0%)JcvricxXuXcRWe7=BdLaF7q>Z6St1 zZfTHHx@7_Bq*CfrKk{vzR8iGLl~gMtr~B=6M^FeW$I4Pw6=ego7wj-yhnMU=x2c-C zDtAK#ioqcwg~urW?pB&u0xWr*S5m4mUTXqPpsQ>m)+t79sT}nX+{xN8Q&m&#u$`*+ zTeHfrP$_F~)h|{qB9}ddb9k3M#_!p9mdesq6;U3isyeIyY@pAOQSPT_CeuL^%kUP< zgCnp7@3FP~4;~@~_#hz!ck8P}FS9ySgArI=)sHE}nS-^$Sjy*(X(QxFhxw2{G*-w~ zvn4FXIKk5 zuIAxSID(JaA23%wQLg$CUU?VX#s`lMD>@)!p37!-NxC86H??P1AkX zt_d6P8)yT+U=nOs&0}?iesEdr;K{}s<04-Ki=Zm``bFT|n{Uk*3uFD=k#2umclTa) zg1uB)8iwhtA(mA2a(P(5F2GY>73M2PW)&V_d`4c_qg?j_Tp{1Ell+QOcAx*hraQTW zdb|`?A-Afe$6J-dVm&b)uV-TDefP>j(+cfzk1W)okQKVg{f+Tip{$VZ?pp3av;eBm z9c>1bl3vQ>li-E!(JtXNg?*+b0?Z4PBny}|;TNhVGw~%AH~yjZYV{M;ohxdC;1PD? zZ*c{gZGZncVg|JVMJ zo%wd%2KR){yJ4D&2fMAUpTo8jJBjjQlJbl31w1G~rb;pam5B9-3LA|k|v0POE zO|UU$@~z&nRwiF+pJ0Ed2jF9SniwTcLtSkF^$?56_Yc%L=%l67H`JO+np+hMXTuuh zLf1eG^10E~a*cZL3-&e8N^eR1^bS54H`K z!5Ov!d@8mCyc91C>ISzyY0_Jq2nYpuAk?5##U0CG5TD6rvMs7Usjs4QwyNr%s6G#> zKvk##i&++{2>tM!%9sj}$uiktn9It-JXRFa*;F=(IiS242JhHF7|A$FrBGSWTGg00 zF-%m(M6tiX8TRqyWFtd9$AugBvQ zI>F{ZE8Iu5G$)_U!o((+#zG+oeE&;~q#*1DLHJBm!aZyc8}sQ2>UDmd-DeNjNO1_C zvS;j+D4`kPuUvcuYA!qLWA%x}Ol!F_FC^T0P`qln)VO7Fb^CjQBjZBjD%4sX;Hz3* ziy1r;3PLsP!aa&5{2@+hY@oVt5KI=|Q6VS^?XeV;f)48L#bKjbwIszvrC_dq3;sBK zrnnta%$g_42d^ss#yArPg=^Ly=zb@4{*cgUD2J)qqAF}9#TIH!CMZu3X3oTVVuHR; zEEM}O$NUBT4KMgd_AlCmRBWn&1DzO1{#cHO zqaRe|iL$tI0O1&pbx6omwhf&yhquQx{S*a>XyN;X@xpiQxmZDD;kV+XJ`_4={S`}( zghFJP>%b=dlC#(b+8`0$nZKL7v#|Nk^u1(;RE`<^dm&YW{@ZYQv^ECNd}OG+b3my}3JEFmG? zAt@*b(jZEMG%F(fXi*xJkXX8;8>Ihp;rZY9nb^Dc%yZ7neDC+Zb5`O?`~{mqGdSU7 z$PC#88iVG>5JD>nx-qQAt-1l`g(W6W7ET-hdnMFm#jG#9Hhv zd&=wLy7&VnMp%qVGD~zNuWZb_;cqw!i>aNuA?}JZa1if_nn^R%mmcjoCbx_4AgB0K zd@j}`4pB2aDKJI^M3O+UOFl_V$$LMrLzaUKaSJ{b>&2&HooFm-T4hx$_r!ZuqrQ;^ z;sVKeWFA?+Xj!LDo>KA~(MmKo<2?x$2=s9#`jchCA#k`pN`^WQOIOyALo@FC`26wF*FbzkkT2NZf$7R?M8oiz4 zP`wM=!G4@B+d>gOj$Pn!aETXV_RE&RTNsU>;u6SCopAvyhwIjUxGFZ_LAWORnQ?Z( zpKw`Bq~&-?6t6zY_iu@!zGA*}`Ih8slknw`IA4vtmGegXqJ0GtT9zo9u-=<9PuKXE zJp0o_h|ROkyUzQIcTK&Ma;)9SYGNIMBXAhz&_UP-?I{y}fdqM2Wl&8@qB@rb;ggau9)fxTI<{<*aSbu8tyQzfSIZSR>uA6TYifF z=wY6lo;#k>G$@cQs;swTuq6)-?$n=i`>4S@E-HIihxm$N6F7u_qs~TUx8r@8+`-6FOYrRvYiGB!^Czs~ zaNinU!_Dk1Jisnxez%o-+3WdpyQ#g5Z+WZO^Z7&jy0^L0lcHjJP%rw#=}s@5V`4Ha z661XzTC4mgopsJ3>o4nXYZ^{Bn1@y6zo4;!`&w;|QjB_w6{<)|j_5z-pK`Z6mC(oS>b@UbEdyn(gfzEK?x=(_f%0xdLb^Lk zmPs8TFXnjU43Pgh$wk(cST2{##_o&U3Be3^f7EIjA50Ct#HZ?jE{`L)uARx5d{6h~ zOx2g4Yhh2aoBN7dhdBd7C}w&ktPDKN^He&f@_h&VL zM{-$=v$|t*tButMFW7xCgnkD7@rd0EuX6ri70(TBW)+Hh93#!AyImV+a5b!kUEC9D zk@sV)9abGLsA*gsYasi&+AXlT!Df!Mn&TF3fm7^b+!-fugk9BK^}V_FjGDx^5@+)n zbxdWrN%ng6s~TwTq%1y-tAG`78owKDpnF;E(`opFDuyMnJNGfs*vIYTPBs7a2YzyI zxS!)L&I}yn`F3ZlViofAz|s-xRe$~fKfqtra9$L+&NsLh_A+sw2x&Z3gi|S~0M(e^ zvbuxeoZG6QO7Is}3cinhRUM9i5bE&-8UZtSulPcagz+#2H*szIFUq1Tm_`4IEA(0j zOym4ml|G^vNW)Uthz6S(?ne1Qt3M5^WN~rmf-9&m=7hG?gVQh`5}+9Vq{AT}7Q$F) zNtF$^te4fXCf31K{4EuNi8KM@V6JE)+QNHO1G`XHm;^2O3?9b^;xzW8**JhMh`n${ ztimgA+bMKWTok{y<$xS8gbQF{ zY-i?orX0>aC>fGrAXZVk=n1F8KX_1lt`3M&5_FmItf=xIkE>o|HJrXFzJ#{HA$zSR#rk@r$RF~s@o-z8MXOe!MeG%8N z@5SHq{_8Cey_}CG&)@|-DThjEm#b6sDvnF=`us+D_!1i1D_HtgaCTpt=vwwOZ^!7> z+|pjnp*)z95aFwscP;d{l(`5;{#9u$b^k>3!<%Esu^s+PmRj#C#BU1YVt+wZZg4bJTLFzJ-ma%IGN_b0$8F} z8#MN($=;O1Gm!qL%gO$9&a+7VNnhFL>9D*9r|1`Jx4Z+(BC~nZu&80_&YX@XbV)2} zc%-S0#kjYqucQik2$MW<7>~uc7+>^N&eIe07oPmekA+kVCmc(2ZLY&H{{E^S zA8`J0KH-M^L|4WmhWC%Cj|{)0*)#c?de_##>IOT!Q#sjMXa9*EWqG;B+UOaBBe0gI zGbVUe*xD{{73+=Fu#=9%B4&RU;Ue5Y$KbL+Bt~LYm4|bw)0CjI=%I<@ z3f4{-Og-q7vUFQD8;a9pYqsUFr@{;{m50tmPv*iIS621d#>AHayQtK*mfwMQ}gsvD9;r^z|Vqv!w_T-8B zBTm6wW|jt-6&RqNd-C8Kl}~&q=8D3w5OUE%qnJN4Xbvu}7A>JTybn`Fs!^+R#XNDu z=&hx+8&5-V%nfbCG`I`@i9({KI4Ty2-lD%KFAjs z;z{gn&lH?!P$Nl4=a4DFHM2h7u*hw3N3?zez*}Xe`bN*g$2+PgPldU{CQC;8&K22;=yKlx+2^2G&w4VCA&FrqLAZ z`z>ZHedl5Upf?VQpv-Q%~ae9>QoXQxQpR*C+Pf)s488|%He-C(%f zjvwm&@>gsx*Wz02@9pmmwQZ%P8_0+LI&ydP8SfZzJA4XPbH`Aaw}Yx;69KV$g|G0w znANjz2 zrAEcXiDHKL;>2p}7%g_t^Gv_cFYpR3*1g<>hzrI)H49$DdkL2f_wJVSg0ImmsM_hC z!?OnGaE?BOr?8}Nxm*!GJizYwz}Ip&9`o+Nt@y@y=8Q9IJyKTFJ8?u{6BgBf;NzGb z_^tFBKerGMg*B3k5ChGmt#ih##8meWoNieBAhyy6u)Urs)7-s*zcAX@TgUkZ>Vf(w z#;7-jVG3d&oQxN!23(^C@EewMPa!y6p(`Af5A;i{>XySYSc*d{kpxNbo>7tksLw&@ z&P`~$+`;WlCfmnpP{3+vm4wpphChU<#vxC|D)2Ra2siY2{1|E)9v5yq=xDTHdr0Sl z*dDIoGrWWua9a0+gYsXjYW0DR{2dNebzm_fFTv1hOLMsyBdw73IEZ<;1AJ-FgspKqbNoTb$W8{x}{W&BFj!~axy`@QJe#;epb#Ich7*4*&! zSk=?Y>V*&ZF=zSuV{1=;Y#1!z>5GrKk7qbeh#!U_48;M~Yktn1th06>456NNk-Oss zJ`z3<2jEk_V-GNGe^Yu|ckIRCJ+LQ!iCypvpXFWlMZUtVtiCwU*AcG=I$}o*^MrZ+ z;R;qotFm>1Pa2om$>1b^fnVU-Kr53c6Rj3_Ix;`@QSFRcX{4H}9*$QZGVW%y94SZ1 zqcDV)L+G5yXC3nQh1=L4`ax4`zs$mM`Z#XG%KClX1lp)P(11!AH8I8W%rlacxsxvp ztLPwF8qG(kP_0crIYM&?p|eA?rQb4Wh(G;~0p?fvRW{DXK1?vBxK7j(9qwfJ^VF7S zb#WOX*Snp)OCZL{gnY6WT~gh3L0y+h`Epyitq?=clgq8!aGvf#2p3Fy8}1k!mJPgL z*$3$w%(f25IqqfJ;e7_B)mc$dQ3k4m2cxko+%)-U zHElI6@r?FC5K^Ezrs&pK7((cQm0_bwWnq7f*rp)KQa-f1L~|G#P5By7mj~3<*|esK7_;9oW)DSvT2DZoqHV zpR|!4%3Q|3{-Dp$Z@h{p@)wi~s^J!y+r-*?Fq8+=aoH8CDOXm3%~mz8YK`JiFp)=t zMZi4)*kIP3|R({-W~I!(-kU*Rwu^1gtV@S5Jh|KpXs zB_Gjqc;tNp%4d0!oB#({qsDh`H@6C{duZj$WUs1P>VZxy#$p>Cfn`)FPBi;7RL*&F z;~~fKr|I?Xmm&?1h}(7qwf5w4d+}OT#;D3nRT@{S-dq~zs2iSodbIJ@i<}e;db{u` zT^ze|7yen5z@_R(RTM+{DuXk)v;SQ$4NG_nVk-XS3{a(vKAj-?h(dO6lbM^TRw~`Q zNe$+WM%Qjs137dmlc`SO2r)o>WH3vt6ivjZ;v1vGUl`?GNQ^N3o~EuWO8KAa>~3kE zjxD?`y?P3hn#@hI;@j5$YNv?0*5f8*k zx&_~ z&=aHoHc%EE$4BC^cmNOHo|lG7GS`s-NTUE$qGl9l^lK8^0FXqkQMFa27a}1q=EcD( z0{*qn%YM*}2S8`Ok9D{@AGItfXy{6U30lZuly81YFe*68l)M~(e3%Fou!C`GKXDtp z$y;bV3a&4g8l5!Q8f<%{6WL$V9Nxl3j7r(ct@Tr`0Kb#aAK){?xKFL@FiQ^P za@dvX;WpmSta{@bDh(m5r~Ou5S>5E)nRtTk(=9OpCmVNISX8yM;}f~X83{w7H{YZy z^d9$?p*KX~+|=aIWhT;7>>JeEu&<9Cya21{6$lUnkXu$TzT}X2%A25^n#Q-q2Fj$6 z|5@O9#%~ZIhgJ~53c|>b7G>ccejxVKQ}I+tY4||A7LVzb2(>TpjR>7H=2bbR1vw?6 zfQR^4jJIxy6L173(IIBLe|2px^zI00p_ zi`WT2Q7kPtj%=-naq40d%;On=gRwl!(>tjGRDhv~as;}b-B^G>*D3t#+jnfOARq6= z!mJJz?X$BlvN!ACL7$ z+KG1P-Ap#SWY{uq$*_@Jx$q9%ioXiJ=WQ08sq64P&ppq?$g05wI)u5g^>~@5B>(KW z9QfI^4P!3{O7L%uIT%1u_HM zA}Z)~oku$n=O};p-xMEygpN>ucY)Q#P4y3m+e?$Jeo>ip*z=IT=199h#5XjKPI&it zLyCKY_k)Nc-b404^^F}x;RZ=6NhR2zUKsyy%)KdF>p60q+=82NkVN;IlcdYbVzRZP zDmgU0j^_J5!|Ml zFu^E~@mN*Pm%odhVh3#&>#SPV5!qHBkWmqS_mn&%@95WfIJ~dB3y1ik+<&|;ovoPc zj_@{=P2>t}Dqa25zZf4|H~il?bN$n?ker6Qthgu%%Qu<_r0Y zagQBjl0N5T$oV)QlXX^LP1ti!9mkQ|qnh~3I4i7m)+DSeT8q-+JdTAw#BBJ0+EOdy z@UM#B@wV74bINr0FZn6XqfS^F>MNf#uEIQHcleGc@ilA#Ee)>Ohh;OqiD%?Z+0~Ow zU7#dqz+BlLAn?7VNz({;2W524aF9k$GJS1@`XOjFii5P)8V8Yd-I)Mc)_0K0_`WK% z0RH3ZG#?hgQiyWas}-;kl4OGXn$}2kkHhFUnPi+~Gnr^| zc6knimO2@WP+QIh8OBXUK>>_`Scra$!dM9V%HkM0*=R<|Q1&gNRdGm%&X^9>bpa>< z`5~|2t%dwPyyk86F%G0z9C{0%8{UU}2E!=yE3X=Y!(>e^ZZ+g$PCui+FUza)3Eq-V zv`|A0hcD%!Fu;0)KxuX#^#nT`HMrU;D{DbsIR^g^00960T$y!zRM+3uCZ4e5H=l3HlB1QhoRfhr$3Jz@uR_EZ|eT7>b%TX}VeluXzJ> zq^+6oMy=NG6KIfq5bDS}@*s?$y)fV0sJHD%8-XRuO6DT?87}c?wN|k# zEziMu_#GZ<9>ZBWC!bQBYNpC_1Xj}Hsk<sW1NERC@JQ{3SG)rL!z*Dml&}lP zzO)OHXgB!jPY={k8b@BEo;(DHprbqkiL$DZD3jz_I18b!?ex;UhMvPsIxdgP=kN@6 z$VYHo{^VLVSUxgEW$I)i7L(h!LH3c)wcmPum(=y<-vKa>0A%{yJiO0!INqV z*T$MSgYT;^aj(+=AF4Q~I2OlZxG(%@_=oI275z8IBD1A$kGa6z&FpISHoKb(-Ba8J z`D}1KGlBJeDo-8XPfUS^=|{17sdhKEP{?y4sC(%`<-mo7R3>Aq@V51=1|s!&z>Ca9rmsIq6d z75)xi;UUi}%#inGn(I$YmzU%^*E4*C`{hjxGcv5slv^g!Bd$lyX{FkuBW^If!elOB zf3lXyihR%XQYF<`&9}0UK|Ohk{;WG(#LHZfzMyEj%QIEWz_C!=n#~hoE$5|M#x&T? z2Y7*wnyXx$9`al`#~#9dWK%!uTD3aN5au`L*1D4~$Vb5-oce#`#`x5A2T7 zMglepDr*S$87^a#FveI9T(vyyaf_<~23kXTQ9vae#1(Oe8AOZ34YRJZoN5}wX)q0; zWICl1sHlBXmGV~7aqp!+TpKh`@eWQg(O1v)y*bKtOl~lTdCti=Q5;H%(jvFl6uGF3 zYN|qnTXYxa#qXl67y`$|Y4MHdrg%n@EWdKam zdt^D|m>h3Rh0VN`>#3Pggl54kmKc;(cFfK>Nd=gH7(PbArp-abQvy#GB-OT zK&q)c4fgZTT06??Xj%mG;Tost?UTh6YpofHi|r9SmK(c%6`?pt^n}4;Ekr;x=G5xa zSWcFI@nrQ8{*j+R@H?pMyA3y?vv)Z}o6B^DUFIpSd1ivu3ci*#pawkP{#Y3*!)5+L z&r7Je`T+mnN3mL-(i)L2%JT)$U*5)%lmjO~q-l5?7$wwWc}70K@#Z~enB0P0WLM1y z=ZM`)_LDpDntj}ED#zIy0-|LJIU8r=Pq^QhgXfKi4Mv~J#^2h_RbH&hJyfD9DXxplkQctC`(_Wbn9(2l z!)0>_^e|rIQ|VX0;ULIVBSFzf@G}~A>eXBbb0L-%Lv=j@?LJx^{iCLthia%)o(W~t zXcz+%V5+{`Ez}8JgMNmQ#w#2Q-)Wwi!{Mzfg;U^vlyyquKr4hS2tWlcC_rwo@RKm{ zx=f?H@Ta&455#Cdn25u)erM4cXNjUBP`t24Srv?AYZsq#wZ(S&D7!h%+ZY?;Jf6!9 zumMI}U*TsK@oiNPhlf_g#mcXG-MK8b)X^|bt5+*7rnP6g*@6q>52^%~zY+O11LSbjV9(RR9I38^(HispIFl2p4ayDKcC=vjo1CZ|FS$ zUXU+fgY^P#(+zs2b^n@tWju%LG~U`M7aM!!Q#fb5Bf{;*3}cYh+gc%Oxz@=0kVgJ7 z);X#CKIUs{9k;|))nBnk0|nR9TkGaso8bspz!oQG(8J%q_^uo;G%d8Fyy z0ZYv&V}|=K9HK??7JOrDq)jwN4$=5M*f#AK+tL!Pvj4&`<8LToT56VS7ww{*dfb4% z#!vDF95eoeMaEcTzpl0WD8(3UoQBVQD=)z;IteG?tlK}Ig46$xxpW%(>htVS>tG!; zp>?nxzM@rXjdr!mbUt)bJNZY*q1Q1$tL$){_4l-!{EvzQ7stUutP0U^h5KM(h{Tto zeRw)&HQyL#f*#W**CAu6>kQovU1Y2bT^G2Ho`gKKAA~Fn8AjjvQmBisjrR(yrzB5d z{Y$sOALc2DwJ)pYGRnFRJzbBrYuqpIQWosY7qq|Y&Xpa1Y`?dA@)y{Xdvg-|9bJa$ z_ji4GxhjW=oXF#ycGNDCoQ=6Asxnz8sRtAz_iDu}3@JECG{MRDd*?BMw4MJWu_^Q_)`(#_9GFd!Z}Zvz52;7H*Bf9%;11g}lyr6fl%G zstP#CIif4Gr2BSv|8%-9-{@ez??>mQQhc{-85cz zckQJb8vj_0@prS0v>+Q3ATtttfRB23>>#Mlq38k+xHXX!WPXqinp}`V)o!d9cuZBp zBPzfe#_!E4m}VA5Kdreawh{A10Z~KbrXp&Mj*qK4I@al{?aQMBf?WQ}*p)wb1>M*m zO+C3Z&QYcCfI6tgIMvX9+-9z3u9K=E{*QWiN9}eB1lGifT-KVwzsRG;C2O;Bk;afQy) zS$YT?Ij`+h>VAt)@8D!U;R_H)2alfj0Hb2Iv%oNT^&2w z!9O}sK`5jt3Zkk??lgI3%b`dG`YyzJqD@&FcPzvEe^JJc(hZtS7q zqBlGi3g2j_@&hdq1Jq(&-+vWrL>t&5_GE%2$wf0Dl(X|Ma8ab-RdGk$)GSgUo6;&+ z1)EiObDgfQdz{Dfd*;SoiI zqxVkNwI$V;-!qD)(pq~8Wi={6$3)UrT6|7Y6 zt!7#?3&STdf$Cr_Y>s1T0=35kEUja(GnRm3oPcL}2p+aJQz2+W4d}U*4eF`EJjfWr zA90j{x_cV|f!_PZG!;(alqaaWidR#ug4E5buD*1;sIpa74c7hb3HKbU3>Bf@LxL!u zlDtjKgjM=nL&bKHD&jNQCsK4htSc-x@o!FbtB@5D;I*!1jrYtj(=iJ!_INc?@GfNGN&um z_IC{~?bN%tORFYw;RF>01oh=y4k14H$~xX9LA z#$=4NyFh1%b2roevociE^ud1EUsF+M@IhU5n^?`^rBMZj;WBIu5xgJU!x21!ogs?- z{ZuDdjJ4rQr~?f(lh9usPExGCqS*gZ=fB?-x4TeY=%&X^84f=i{Z%03$6zRk`LVWT zf~AkHz|i<$nvsVdVt-Yehtfvj!<9IJmy2bhHZ*`eSV;Tjx_C$&5|O(5Iw88^9WjtM z<7qgqd&)oPqY&uE5Hit%K=eQk%nviUH}$it=o(!GexqUdC3d1bx=W~ql`ulT+7Ob- zc=GFXQD}sXFaSQ|gP(XO#8Y9JF7|1?eIU-_B@9+MAs1A|Q*;Y&;xTz#Cc^{F(C;#E zmDw9IFpiVK-#MnEG&;f|T~*gv`|)e&V$H^T+Mk|*qv&@!58*b9rGuh4{SJRqWmu(q z>OxEcMLhKpUR{~~G_HHS>WJsL{0Cpi8?JZwTE37=U5{{)YnbOA{%YRCG3 z`eB!Njny+~n&&!ivg+iBE0XRx6ZALxx!}2Lo%7tZR)=r(+~r-KE7mji^Q-3`PYgO@ z^$ohn7ug+tilc&#@IfADeF!YeJ^T4i*a+(|*Y^yx zc52Vm(ptm6@cL}gR+P2EajeM>Sp)dF*~7WyyK8RpwKX%0*`5|gqH)VC=RBhQG@9Of zGBCl_#O&tnBXi1S#(JOI7IqtV7o(w3+Lw$a!-HgqoPa@cJm$0~8ipK&ru@z7fQPxD zQNYTo{a6ZjbiGlHF<+1?cq+!&u~Az*>GHUFL2ME;u@>*=sT^sw#T30)M@=c?8gKVF z0YUNy%qmOUh2$cvCEpr{?R@4&?=z>qc^LO=Qsf}H3-ikjhSzr!Q{^rEP2R+zuABJD z?3*Lnd1*DF&rDa%shQ@iDjA$YDRv6|kkhYSW5{g;nQdVOR@F+|jt-b7AjDd)Rpz=@ z_wjPH?#$zjE3kpK(Pmm_9JMDvZEFfl)Y{^w8ZCjQFkV@_TkXIRR6~xS&fYrK7J`70 zd_ANPt<^pN)jJ#ty?F=>fw%Yphr>tAr6xeEilM*wvRZE*go7~DPKA$ZAEZ!KeUwA6 z4@!B@S-m{lxMKD~**9}ySl+0C+}>&GG;pdpJ$aR{D|h8N=4^9BNCSTD?O`r)FZWIh zZs~rKD+kM{9NgF2*IU7?U`BBiZw}ANd3c()Ft5_1kp85u+1owE8_C_>kzCu1WdH1c z^_f1m%Tx^64Yu6x=^rDWb2{;yoYmipB=V@dZJo2eK{~6tIqyQec{^}^r!yZj6WAAe z-TV+zDAd1IU1zj2#`)2i?M&j(z|frC_>!4scIM)G+tt2*LlW5k#P+P&iN}SFvr;+6 z6XR*!DokjJiCR5JLLfOt1KOjmo9Wa@yEfzjv>Sed$}$ZSWOsQ1(%kipqwa#%HApi1 z!3p?7>>`i!YSpUG!B9w7G z+u#Y&2Dfo%BT0MX^>9iQ)OV|suI>l)aP*!{#2=!e_)5$aQ$-z3v~QAHZH0Jys{}J^ z4*JnW-Ldw8QewPl?_TFRWL2Q6?yhQIz<2Ikl#8mWzSpBiF)9^cUvTvBVQeMQO+L3kDeryA-#dWww(?m9wP2@`a zMYAUJ)3$OQ7WHP)j=qQd4J(;faJ}3huVB3Hd>iMv?8zlLEg-ZRkjN>|{;NSHf_CM>p598%V8Yz=?9Z7>YIbPT6+Hw>Pqdo9c?Sbyp zm9}VawH{n@i|R}}puhfRzpnC!p}u@;4wvU?vymoKtvm9Gftmj#J`=6fkC;HkymrdL*WHMFk7ZF>@prSEA!d~Xk;Cu%!v zhxE+Z&ySiJ@V)iHm;-H9J{oLYXP4Xt!|XRL3S5FGVjov?m9$L^B-8vPUhzNT z7QGRp)HZq`*5DE7#mAsF?neJrWyPOioLB-g#aJo@Wg!ViVI^82UP3)sA$}2Wv~sM) zH3D(9XaTFmH?%_}!46Rfd+As?i(B;7Y!O{ytJorftU*xP20rgOg3tEVLMnW zs;dc<2-|g6w8>%%%D=T6qn*J@CzJJ z9&$(84>NEEwx=!9mQKLQXRO6jum=6s2>RKi!AM$%r5V_z{9w6kot1*aknrc`yfRLrpjg9kB!4$2gn{pTJe@#~J)4cH#CIM};Mh z_R%^xM2RL<$9B-1hV^(B&cP-m46tBOua}pL@E|u2WyJxKPxlBO<}LC!{76SJP5XHU zQ%rwpN&BD-_oW1`;e5&&CWTJJX=sfFU^RRf^P8D#9z@-fli99DUD55%xRX)S@?^+4 z?^M(!E$edq5_i$d5cF<`2lGJQf|<@w?ltO*f6{m6d(%YHDV^d2Z%YTMEOTuVE}^M5 z8FxFQ=vAz))WDtm8rH`Kn1tO-F6Rj8HL*PBlX2Kr#~Y;8+LL!NIyk{>2vqWV%ZJiK z&bd9Le)z0gFFYeh(Qqp%@IoEQ8FM_;Hp>{-=hskOnd+Vjozm_7TouBZ_O6{L4XG}@ zu6!&@1G%W8l$K$kLK07fq_hp@?8o^{@5uMqnZLK~c`dHRcD&Ut56#5<;hx@VzGfdI zl8~XVDA}xs89WR(^GKY@lO+vLv1{D94632mm| zaU*Zyy!;Zy;68evyYNL=Lh0~3?805xmCwQg{*I61U*MC)=>>bRDYn4Aa2@(91K~rQ zhLa!%Hl-qV5md(!w1Y3{?{ZUj==qG_;Rp_Z!N4>g*3lZON?GL>Oodr=hr3WSJjb1I z6gGkgb%Uca(G0?puS zo+vrFsrx6?5A2qkcprTJ1Aoh7c#Mn|Em?{p4+EIfK7pt31bv=@utOn^l~*x|dQv>Z z0z#^tFR`{5&$Oijf7`*l6@50iRZUZ~ANONh^D`d8x6Es1J8s8q&-mZBiknTiSy#vr zy8**y6)wjD?sxPxr7Cl1Ce_80ToYY0hDK6FJD9rAV5*AcusnW9MWlgQj5YZv9OMWs zmD@O7PU@X_mp+5W^eKD_9XKB2@ncB96j*|ZxJ7?g9v46=)WCYUfd=v_ZbS$49v+gp zcodGpyZjYj)91C0Z^B}8o;=gsw3K30oJvv^>OrOP0`7o$_>E16bl8o{X(e^?kPW%I zN~2lt941g9YjGv!mhyZ6+S1QZkPGn~JOp!b87A>DI0g@7l(PZ9!xUPLry+$>s5Kvl z=e)ryumcsNUO3RS;uboC!jzS|Vzl`IUZig|x~$XE4%h1wJxGmZ6KsO+&R&>C+i5K$ z<>xXSi~02oEx8qcW%rp3r~*S^DDKc0H9$nyWn2CIAkI$NDO3A39Hy9Ugzi<|jstiI zZ^IQl)Eo(P<{fq-&Xfqp@&p`>HSKtu=8VISaZ|7t?lQGCGAuQfC5>X_GusTC;VOC) zpYjT=o8xSnM(>*wyp!I=UDOsYksDruORzRC!P4#xjqZM_%MF!e&KI6xUuXa53Y=zF z==U0Et2Qsj#X2i$@B;K%s{0?v3T(n9+~;RnhjZ*9X=7X4;#{1!24XpZU0yB?y=*)Q zC*fpl?p3i>>;Y#Ael1gR3jX4pa@J@oH%oBtv$LL$X&0={3$eOhapiwmf%heezrcpv zh*Ry{;1hWwZ}2MI7QG5rV_ROWbqj96bM2S-1PMC{w53Xx-3M5hL8^m!Wpy0 z`BLxZN)%3cSLE3^9n+oJn2)!K;q>5X`@Q+lS;^I%*?hyT%Bk4eeukf6J)4Us;%!yC>r~CD zFNY|fn;?$#qviYspLfqtO&w_*gn?lR6o!5}d$VI0V!#1{91sr%T!_}=sNXP<00JeT zh;EG{ddz^QF{BVoh1|N0hOO`_423Ze(iQu>$KN%rbl-TydU_{nN6(& z96L5Lo3=TVDW_TGWHlj^Ef6x(o$-`CFxeq9oSw=M=c+e|+QeLONn5p~&X6&gqbsk77BnHco}rN@SxC*e0}g{+V_ z=$<{5ttNF1_K)sJQ@s+Q3)05f;f3<^o{%q%kU?>j0aUgKBIH$oHlA)y8svTX`YAf{2TnHeyp?Ko2pKAHr$A1HWSi{D$ZB4(wJJ^#txS3ZhFT)N7@~EM9{psVq!` zx7E#+)NKi^??E-VLT%v;X=H?1x~jmgghjLxeEfLVQRCl7s;NU^m_D=N&;|SH9Q+Xe zfNc6S3gKRuq`t8ubcEU12@b*g&_VTj1m?zy_$OS0n{Z1R2p>olnE+AP8#h6-XR)3F z)2O6rVP>-5=QVr=Z>pzV&(ln%`q@m#7Z~Zj#PO7ciLO#Ar_vyGcWWrkAQ_J4IBv}a zus#*Wk({ia?G4J0ZK*gG$1A2a1?(UiO69OCRmWk@9`?0&42_O0DBbZ}(;Ls5`c8MO zrIG(-8EWde9kFZla_4jIKn=ae@+tX#@QRa+clZu3qQ^mHgpW!En@Mb1{Sr*V9#H@ER@SJ&o5AZMN zPw%1QS|L}W-Dua7h>dp*6$wO9E{Ujb$th73p;m4QNs(V|ZL0H(+Rq&1By!G~r-{v{x|)+e(NfD! z*Ht?c{~z0>i7mthlq4^^og$-ggwC!J4)8c<6i#wRs~U_#pUId*&oNv5_BbqTZraUp zyZJIU^v+1CMPe9fHl9^(4Qq2Oij5k59*n+WMCKH-?C zYJoPP*X^{xAooT3JTNP!la!@$G}0EJf|QSb2o$1Z$w##%4|TLjdc}T$3T_k?wqbfs z6uI2|g&MIT4)KdNuWb~`XJh#}r9;_lJ}-uSj%6S2K8b!KIM)5ftTt=RI*m7LbvxGm z%ABN=^v$#Se_OvkK@xL<)|uyY4En!VXHHSe;5hdbouYB>Njmk69SI-1r|Ipe49cKu zwAo$i=7I9+=6gaPT}@kH3k+0!t3)5+4&I^qrq5Zo)k*C?3%^GG6Mm28Vka#Jv8dx} zbj;)C(Y)tv`+`1=3KCYg8A~zbVnsa~O^NJbEX7j@pA*I?RdMz5VlcvxZv<<+3*Af4x_@A|DTxvRegGjVyWU68U;`Q~s3R)Y5TciiI|L z-Kn9|%*hu@lNDYUdKCOs+Nr~DEjI$iX-QmLc}vFGk~GVfrMb2ut*{knjqNLybpDm2 zqwZn1T_{Ld=)>rm8gcv;5TTcC6!nU(=)UAy3du{hhwY)gTyrl4AJaqg*Z@DJ$L0z7+;jho$qe3g@0s<9XF z0G(G2IH}q3H8`gJqPh7Uda(cQrUx&k-&MaG%S`$KFWE-&t$OQKmaX{_7#q`t)9fpO zm*YE!H`oof71s(cv`x4PFR*iML(Uzp&C~33TTjPbmlMO|Yz?l#W9%4PlRvd}_-C&s zPmlXpbCRRl`q?|`)#1r@lKn8;k=up~$Ccy>UOvvtt0FIOVYjhq7dwxR1>cl+Z3nlY zWTCLwYf;+sm!|to;JLU>|u;v5c-9U1HMMCfjUOTppNOwsXL< zny2F$^QLnIeSXF6W+DHAzo4%KM{rGOF)!w1XRf(`f2fc8RAc=$%)nbXHGCTOfoP82 z7)MG9#&bhzuGwobUSiVt2=9V1xC=&NIobq$)Q$8~Pg0UT#`Z+gg=+B$=*(wfGoFJ! zTw9up@5xqZPs9Ak=}h&#TkZk(eK!zbx)XWKkNM#`vq#v3Fn__7CjDowzUDQnShB zn$^w6TTTO0-u9yr>>QS(^0ScBl;+D28Kex9wYD-If&T=3%|h~Z?KzG$8UrlF+87&A z3Z^D8klm?w`yHA|XJ9Wb z;2W@(4?_;V3uhrjdtj%ICknsS?@#7zcC*x>k#g4k+?Jq8_HCJLi_>^pl!{Wli2v^5 zeR*HXP#LNb{@xDMu|9Dt2P@Grx2r@2hsX$}I#s66}cjSP(!FpbXO{OLCCixj*C-@kCr=jY1-qlR7IJJQi zR1a3-V@$Vcq4g4Q7RyAj-m9jm=0fXXjplSCHK!{I-)QTsZd+*F%AyXvHt#ZRqnc1M zeIiw$rG7IH)Kb5h7rN;+M)HNO#xTd65cK zf%dr-=%!nhu0`rnT^bxrqAj_SC{<3`ys`d0tEN14N608SX6sOz9WCg5C&Rr?bVNR& zFTDEBIXNdiRDm)yYwk-|r7vBR{;EoSsE@Y#X*uS-;~ew)QN2*PNI!Zj@MG56rdlA2 zNufzJAh6Uq7Bh*m8NYn#w2K5|XHo4?O3aYZ2>LX%E+*E*nu+u=Epnzi<7g}e%vk+Y zFtET$p#(EdGqiCun#O2$Nydr)SB8)=^PF{|coT0vrq4sxWQmNY@f0x=DB6ssS)sAd zelw0<3Z0hMojOhrIwxn8?$n)DdOfKZrAsgBMkl44*88(`r4!PXsybchpnR*^dPYua z%PB-Y5cif%b^Fc%4@J`(ff#j2J={vNG&D21q|G7$^8P=p-kJnAtF0JHP>*^?inw!e4&Dzf z!aBSN>+zR}rZsQGm(35@hlg=aU30sz7&d?n@SAKf^-X_?k&^Hu%+ox%Csc(RP#cbG zHu?|b!rhwJ9fan19U5bII0M}w4Z1=P-S*JT)qm%E8^^*tjlf^RX!8?w#)7mFdg%Jz z2tBcv@&T^V`TZ4qN@wsDRmN&O2`0mEjT_JDiT^?wtbp^N7o|c)oC^z}hU(1{SPHeU zHvWZ6;0t(&Z|W7k)cpNR_?9MeQ|XI;Q$?!F?RgMaGCMRIG-3Ze@D0`LgZx0E#ieNR zC|V=_X8uRe)W8}TC!44Z`fR1_I_|RGd}@sKHJ**<6J{hA!PBNaeah`MhkTbxsX9D0 zW$|CBhC8_iM#&J<4tG#C*-TlaHMYi$^cs#Mzvb5(X`|NN%pjABsp@ANb6cJv1+fW5 z+gEX@uA^Zbrk5n~*_+l_%}GjfcDzovAmbTzI7waeubhH=U;@^pN!ZGUBe=-9#19ZTNFl{yNPYKRdITYS$PtOc2mA;g;A8lQ9^yY11xWG#rBUzq zj+285atzwq((KF^oC1_*B$0`Q%Vfo=uD2PBvw@FqNdHoQR27 zo^oJkNv5;%B@clia2M84C7cibe<;o554Z^Fa8~s>gZ($~PsC73w~9Kgn$p*4Y?917 zIzr2&ZY!v{O*VD4OS&ALSMN>$R{f5 zj=9g8&;6Ind>fC1AECeJAzzI=WPk4yd}yBdFXt#bm6Akh6euT&>XLIQ*@Jzgb@&@w zNfo&g`ObTntwj^07S*CRf_`0#qP+>S)qW&CWz}CCkxY3O51+z z|GT#l{Wo6g(C0KXXEaCQ2=vql+fifeJk1slX)LLtUf~o++n&^q2G9nsjFqvlt%6ms zkgbS5ju}BcoT^wA?@Cp5U9aJB?r#0JH#4-<#Mf{%RmJI;N7Zzf9Y}vkUHBHt!wguV z{=EwQ2lvok7{NPXvwDzNEQg&ysDsA3Ez}M2qeI`oUvwG=>ukOWmoSZbY1Hcqqg2_y zQ>|_SmFP0f#5kNOElpGYg8OJZyZwwdbXD_?E%*)f)fL?b`YNrlH?+Y_T@%C9cTSRT zWurWxlAl$P-thTv0tt&`*grkDJ9N$CI!n zNegFiB;flt4uss@c7(S}@;YrP-idcwQEso+4)mVw#iGw0cVQmNF~G%_pbzO$6Z z1r||FvzVqNURFK)LmD}2y>#hG1EXGb_68zYn9D{b@x{P~$YE!P^9gMcc9zK%%_uLr zf4SXdV4$+C;`(na@~hh2HU8@O)49$UdAoOo@8C-BI-cO`_(AxZ&Xr@F#(&{v^A}#x zNV=70n8{`hpTgtV-&Axun|(Ny_u)^t7pJHzKA=v&y0cK{W6+z$g<{?cbq#b1v9!ST z^cF6rMwn<~%!{@RwxaBqT}GMW=5so)k>b&hfA@Of!Uqr!uvG7XUK;i^=X2Fv%> zFMjK;dZNnITYNgHx13`S#2s|Ex^<+Bts|XnEvY4Wo~gNy1j|t{SXO;>JADp8@=J(< zl-qg~pn{=BjvI5|u9nsmY%=p{{sL3|Nlf;1$0$c(>*hD z!P4N8;8LVGr8pFa;7;&BgO=iMEy0rjMM`mpV#TdE4aJKU{(10y>tB1FbI-f)t$UB` znb|vW%|@-!dQliD;E`J zlon(}FMNtm)aUY)7>R3Pt##3=0)J5nERJ=lG>(?>G>VErG57)-$=vt=TIzKWEzgN0 zOo0@LP)T?}yijMvFgz>P!#YR?ehQ?*EW9dGVKc;2f7%M$VK`kAE#)<_6N>3}8sHVa zg7-+!l|05Vr?4BG!cI_-rco2MAEwYjm`63tN?J*$Axx#}Wv~!p=}%dgmO>mYhCgIU znhSH`w44q>Oo8)Glum*OngMs+P5kB_v>Ad}2azh9S_|!IEsXM}LJ;{>E_F_)K@h=p zY~+>(T_~4I;~8!G@Y}VJUqz{bPI~7&&x|S}Q zrIz-JoVX2}L1%ac?_i}^ia!a$wPLNfi_=xId`?ZEDg5R%0x5gQ70v-@thPE+=}&7W z6}9)kDB2CXVGoR>y)c0eSiitcqe;;S7zhKPKitNlY8ghUuKFhZfHj~7OvWT!g5N?* zh>)$I4K%gd!Cs7!>DUkY!7Viqy2+O~7)G01dPpFb$FB``##qx8FUua-1Dl%aPDSR{ zRNP`B)pVT1n2ga*Isf;#+RQik{1MJfGY-cyGOEQUvzmb6Y9g*QS@`59sa9^HwNa(0 ziPi+`JSJHe@jQ;PMn_!1uI8ESX8x9U^=I}Oy<3;X0Wv`z_Q%PbJcob`u^cJ&8<<7P zU81V0ZrB`a;x4x^PSI&j744uwN4}?b=C*nav%=lzb zYBiV-t*q0RvU!TAr+No-e&>f4L?zD!E0<|(?!pYSUR|e~>J7Z0*AT=d_o}*2`JGFF z2#l6_eEZD_>SP}zNeOZ|G&cibFa%Groop)aVncZYkE+4Uh|9Q^ProkIf%*6qw>nTn zRfS3r2eD8YCSql{f-Ph}xFf&8?XnQG#D`Y6^-w1Ta(SoeDLRg_cz+80T!+zDp2GeJ z&sERYB_wYWRR%3j(@rc@B-N6~|F?B|z<4tv6rK?NUdG{G^{$yWhJM}B> z!c6XdJb<07<9HnBt3!B*`F;qKGIY$;$BhkHYW-+k!DhZ|cpZOJ*Kj63D~RQR+1@`g zPr?!YAMv7@;jD97sI?euYjF*3#13i$uE&g4TeT5`NWl%5$=ZmStwYX6oay}qqpck{ zA}~rllp04vOFr)-ut@!^xjaF0YET!RQhU`5R$w}X+qEEw+1TF-s0?ZY1hJ8k3afdPM$g@J zx}_e{7W))EgdmE}Lxg)@}%q|1I7#9y*MK9QfAmUzh5 z5Bp;)6TFu$AIjdi+}8tp;!W8Ld+~K3qm(nxAETCYs}wpPE2$+|Syfj(O|_7>vRBAZ zd}oh9RAbP~%~7NA|KX@nILS;gV{i#_3OL2oZ7UYHh`Q*JqtI3jX*~>=o77{H z;GiuD3|b5imBd9fmwNL&O2EGWS3s!0ayl-?hqM?`p3rUJ0Jep;@Jt8$Aij`oITy9z zOf*96#1dAx{Dsf1A=LkXL#7(kcFV#5s}PK){Jj79ATMK^>cM>N1MNL6Rb$w|XWdCP zhake`xBL#j=?q;V5i(GUGfyVMcsOZQRHcoVuFyZ?h4_atgdWl*bIY6JTW`&E!$Vd( z^PD)f5T|55X}(lv%sf0~qEr#p*7@6$Pt|uK)izUrKbKZ*ocD6N{hQn-x5x`wQe>KJ zhVS(%xkfIP^{^hk&>ye1SudO5LANFDlC3bec`k#eG6?&I4EH1&p@#E5M>|QFmGfhs z|5oppo)Vv|!RBfWuEta|&Wyx?=B<2b55>1~D4+dMd@qM%T~9xJ#9Zi)L-=_E@tGWq z9})cYR0g@xpMTNOT(kRQM`lTDQ`-|{P=6eNoy`;3%=E!IzHWF*mN%U_yI+=bd^-Yd z{OhgS;l1S`Spw6o{<1WdapTZuSLIJjbx&VSh5u{&OoH)Kx?w!T>3GXP)6(H^B<$mSt0eQ~XAkk`cJro^OuRJKq{Q1tU~~TEY6Gftf6lp_e!i zvL$3$SR6$7Vml8o=Q**Wedb+Xrw=>HPmIvOwco37+boH5gfNN;L{gvzbHdYSXaVu{5fZSFphFb@mhU#a0XIiQ5s*k$w zO;wk$V#q%AC$6&o#pk})R?eIm{C>N>|E?#+E=~8c4Aa9il+PCBreG;pfZwaGP)|0H zH?e`dg{|b@7;gf4t~1xM$WSIb5k6u9ESC`!teYEUs(kDuLaOQEHiI$vkePBz8$wxaS2ZRJ^UQpDpzcuc!RLY6L0 znA4n617FcIdoov_({}bi@eBp2iT+B5Wt!!ws`JpL(BMuU^ViY!_?n*eJw8=`xHr{f zToUpZo>9}?TNuQjm?LC>bqeRGciy9T6i;FfcQ4KlB&tNU7e}kzxErfm0k?)#%Sz%( zG*6wxKUkZrRp;;=p5i>7+jk02;~6}Q8`TxO%D9FX|BEy=#hPYa!p&-g6M@}*1ucUi zGOw)fd7{?Xd(=f0Z7{F-V*^`5_djO;KNZ&K}8C|wFyL(MK zq{A7y3O8UsJ#r4iKh|NG&Khqo?BbT{v{wfqiAM6BWLO2sI+?3VUT3Pc8D8p8bI{ri zK2yM5q~_5)Iu7%xn>qn2%walAx8NwH@blNQVpwRls)ObwG{!~vJC>y7&ONI%D!aD3 zz&lCiwx`N!cv)A+>e$OYWu2vMD#^YN2h#=2q#in}59z^%G^DE}G z((s&=fCMX0`>!OG$bn#s(c4*A)2jJIE#xo&&-QkIfuu!8K$ ziv5~31ct*{$e?GNu@J7ueu%fyb~sIhAMF@C4pHJ$Q7de$oGS0gtm2wDBo>OAa96Am zGvF=EC4=MWq$mfSMFsXKT|`Bw0A=AiekX!BDq1lvP#!u0v%=Hm5#Pq}MWUWc|)u>1D0NG;_=IBmRgj zoq2f7%)vPrt&F#e6QkxbpDL>JW-i94u1<0F))PF*-DVosw;uk*_@`Nf1*~52H&FYd*Os!2qo8e{(|rv-kM(*xPeCuS2@&^noy$tGdJiu2xy!5Ez5 zFOTK1ulIAe43@?^*hO}h7oBVvjh$sQ_eHV2Y%jl&g)qRUxfmaqs>-6gp=HC{*|~WA zlRbArBdLzAuT_QuRPY0u>nJKhGwimy2nEqv7pAuQo*fz1kNQyur*TMsy5#LT{+KB;a;>u{%@tSa*cDzO)6Z;w`w#Zi199*EyCh0?j-Chp)! zmB7*6g%wpdMoxCB$&AJvM-m%@CD(~{V!gOe%f%Dc!Yf4`$i+G_MQj&OaI4rVwlJPk z1)VGwi&*CTG^!)JL5k?eEm<^z6~c!rMJ-q+p20d?BUX!45hGJXPuL=Q!FsVl)RNcf zJ(ZyoVj%=o?kk!G&2cIm6czLVF_Z5FH?_9iwo&NJS3R4uW7Q#bGiM!PMn!(9I=TWh_k*i#j^vIpLoIvKUK3LB{=s&dAq zoEes5P4?5va4DmPT7l2a3jVYL@5>%0hx2pDSk}pzSsBj8d00}-#9u>R&(^)?=KSB$ALN4N1jd70Y_0UqaQN!o}YlWa==s*WxDjkHQ z?0aX@4|Ev*hv_thnyJGugR}c$iZm6}4%iOcptJwItV2`uLiib;$Yb_g&NVxnS#p*f z2_s-ABgp}Jhr#g(xUYK3LGTO*z$1*8uW*zcFGsUt{+>PTMtM@sg;I1=Rw7Vd&k)vV zEomLBgN1q}EY)Rc0R%B0Zpi1-Qd?lDk@jGCg9q8;4^%fz3*84FJEV(4M~pEiSR=N@ z8NSn070%HltOCo-1FEX(fwGir2%pM-^xswlRHZ5Ar0NSD*ZJU+sX*t1nL3YJwx{7;FU)Md|YS`0_w5wxn z#vEA_qwF{SB$*_uVm16zx3)LP#`xIvs`B1W%-~M!p(ndbtkPk3Fwr`Pecfpx`>lt# z-b!#UV-TybfokHu;i`4nenD?wg8u=uF(LNvu$b3-23FG_5X3M~dn*$blFK|51L?v2 zgLL%*uB)n;gI&R7et#8AV&?4ARd{qxe`;4Z@oE);_ZG}Ck06Ls>M=ahdEt`y1ESz0 zRfk0VHMCG`^mq0GSqJCxdTL`0MAHD{-QM0Z80S_%PiRG)=>cw8wsDjqxVP-MTy; z)#GFwdh9e^*xjTDvTI+aulb)_*Q^-qAy;a23t@9v5Ywyzn4pub5jsB_ZEM0;ti%3< zDVhHHF&X{~NEUL)J0tyt<%Pn+dep8bUiDRz<7r zuoDvKH#hs8{d=GVz+q zVMjaK)G_<)TBe4%EW6=WyOp_YKb1lC^tYWq>_=?l%)(h1pq3fy_-lL0*`53iJw@#7 z`jhbap*v`ZdEx78hMQf~FW+^#PWKr9(o_FCdO>f^BmYZ(SRhXzIy_Gxt0&a5r7i15 zMutU(h00KQiuG$2SVc|Yjdjg94B=~>EXvwA0kSQ3cN8 z5O^mN7?Z#cAy5Rv%o;I-B5@)O;p{dBc8l?_U#yk~MH@UKGU0m8oUNfH1a(5Hh-XKz zLwq6|Q*~Mir$qxgD}qSCV4n;Hwa%6RpK>P#kKot|>2eig)6+caYW3on+32 zmU45rsr0LF9qsh>2;Irof}z<%7tws*8v2K$>a7{!o}n}JvpGX??kV2}+Cb}Q71c6T z%wk$h<0+#_qAW%_&wM|?5KmtFOUJ?{n3;9dHPKe&ghHZ__?}xqUT-XGx`J?@Bcy=% zlgA|)jj*HWCNi)KD+cXE8=mVSj)dTx_lx!-BdZY~0`!LFaFf~COC)1Uu8RF&m;gu+ znIS(;6ca^8ND@i>o(UWggGGPwh->CBF`n-)gYhC9Ch|goWjbyArl)Adt4Oe^S~ILX!WrnoBR;Z^RJ<4w^G55Pt7wGi+H&pd_K(p+p7iQ*d( zFS3Z7!pF!bW{IMrqbM$-m>mVgE|Hhx|35tP2v^L&W*Bd`rhtm0aoYAyhMUe!XDsBi zXPM^ShNeF&hDX?+T~uq?2fD)$JrU2+IaV8!aRPQRCHU;Ca;peG;%sL7PTdS{Ip4x| z%q2IWS2l%Rx+$dKYf8p{>1zn0CQQdlP#LN*x|l{dU8Tc$d@63iBk?;P~rL9IzE(i3#u#sK(JhP29(*?M| zJa2BgsIS!++71I~8*F8Cr&OJ6TpA6NWSAZY0m?|n)f0HkIIg;>-0C^k;+OCm&fqc5 zGi&h>XSlnZ1(R{SO2fl&TdZM4x<*{0_U=@tC55tI%}$l6J?qOIx&dYKcH`a6&lxf& zM{*9)jITL3za0`)#1s(;_c&@#U^Uqb9$+jc!XEKRUSwun5e?K$)>Dr;f?kT-c#lte z1)YQM^lvzaf;uUg&;6P@Ey_bH)>;cV+G=z3%@<#ZIU*~3!)~=JyV2bI#@y@`R*D#A zac|LwGki($1C$WGcwEqT$CI6XXJ1bPJA$$@u7*cYjQ-dMJ;t9Dn{*fu|Rp+X_u$rx;#D3 z^3twHb!oP)Ni`VN>At5Fm85TV3%$b=MWGo+*!kJhM^Zbxe#YipzuE@UFbz}K^{>JD zY9(gzhN+UCwm95wf!pO~xsjEaFwu5BdB{^;){wR2H~!*Soa@VI`O+zb1+bxv!YFpB zUt&916bs`qtAIO2=CeDwz1%7oj?e65r6+iyf{4M>(db}=t#1h<$zw0upoXR2FLpwN(2k{7YVg7f8Agag`vK8#X zHqaI-*b{j+`($<+4ZsBcg zEgLx=)+FP&g1eMo^`lYNOIgX;1l@R7Ky8GKY6aAwQmnF;L3dq;I_uf+yBuz3rA5Z0 z$3g;FI)VF<@I3@Q&`GZIF@GC75HNPa3xG3kdzEiGkuFFDM*hocXSEwk?;YmD(=dmyJh5j%YdNHnJJJFxF9%DZ^B7cEv z{QWung}>>+C~sDm4WK3r!*WmtLhVABXa+$anHj<$6uRJg#zt%bel(TKu!V08OjRT0 zO1c1RX&qgG9V#bHhbn5Vm;wV;JIW=$qlJ(RiHuoLgzkA~K?Pb4^{74#rj~Lq>@qD^ zPf9Qc(RL^&cSCbEkm_S|$^y0M8*!P&QU~~(ZrgFbe3aR@0L#ebx`;g)XX~e~Ie1h@ z$*J~H?|ht(b1+KI##xMlat2;;@o3q9=o)r6?|NOzE^6oWJ`??MSXdW500ZsZ?t3Ce z9Tkz32-)b0&QCi<0wh3PwaThRwJaajvVE9GxzLRc+E~`iDT=Cl`i8tqPxNQ_1pi8< zUh(#8dQBhUnfpKZ51#7-&Kr12QV7(j5YSK|u5xAwhG1Fc#q6S|Cm1WKF#O33!zdAk z4OK4F#9XFZeSkaiHC&Y&y>G35;WPXThpeackGvySJ2&VVB)Tuk>omi;LRaaqyhfL3 zgMJKk!-CO&^u~OSR%Q`V!Vbb9EGRenasEWH{ci@r+biUwKj8LWsw7$sWPIHDk%JC z&o6?|#|XecK6^X6vdE8j?Vm*@r=jIcXseu85-(d-G4 z`k-tpe$=DI3wcq#!MFIQtESFlt)TO;g6Gynz7qenc%5NZs(c3I0`%jh);!7qBB#nC z2nkJP3ME2a3jIjaZy-&-rGMy@^@QHSZFx&xmoMo(@qU=YwD_s|F~E$#>==Qjw=^zS zfegDK5oYvYHuTEHTy@EpZe40efHt9>UugA-an1=?=a!-Ws1o z00!e(Yc)27xvD92gi{zSVy##!SlqD7dB)LRC?q$-W|(fKsh*TqZiMyF*Gz$}kOIAF z6t$PLX#vfpR2bno4Doap9>8gO2%Vg(Jc3R1MP`PzbP4XkBUmbbryBYc{45`sP2>?6 zPdi}^tYs9DgJ}Ytgi~-5w6&0rlA!NFI>Y}Qn(9PqCojPzXroQX|Lqw@YDVv0&ZW}g zPwXbAs+pKZuS72JBRjOApQsw<&REY5KT&R|j$P=i$_;rTAM~Sq+&9Cop$L2p#WFBj z)WEz@3ulP}P#^O{AxIH3s3o-jW*`pgb;GsbDt-Womu<1vej$1u4> zN7*}FlW-ERKX7G}1!N-b*ZXy>H;)XLQ!s}FcX@dizr|FjjJxSP^}%MiT}-7YC;{_H zsCQ-~_)IIY1s^?{$0C|XvKp?JzffEHGJ5s!JFJG?r~njzJWv6DprPWN>P-!>4#v<| z@YyWOoLbEtr?OHV$}heZHZ@WI$n$cvxl#Tuui{mn$HC4aY;N|DtFf>90M3)M`0lKL zpn%fhIhBvR6smHm6|Tmrv1+33hJ27;@Jv3%r?^MXkW1}>PJetRMxl@)_INC9x99o4 z&~ENtjlsTxncD^p$`mc4MSaEy-GX8%N6^M>c-yA%s#vj4G3LFZ4 zR=jKh*VtTLCYA^-I4^rp$OQXw&D0V(LUM=1=uY9oL^;txYkf(zrJcTLil$_h;sd*m zJIWpFt4+DxkF6!DhPxp(ptY(+Xme^wt5hqu%l=)pq64ZEm9x81ZToMoq@I+fx=>|% zgF96ncMqW2VFPI(4WK7#05u92z-t4kvptZ8+so~Eil;ofkdE^{aUSX|-t+n)J*4w` zxATw|dN(@jonu;tuhesNl`LO7Td9ZcqATdjb~#;6C(-7RrL>fu+DoaHuBVrizf}!< zZ7<>ZS3^(r)X*!bA-8|+)$~4OB{kE{^=j%8xPeY&{!y=|O&Lg`d`=4Y1)Lk69l2V2 z*XcNCoxVgDX_T`@uhA>@dAdN0bt?IS&X6BlvsCk*rL#0&57&EW4}}Mmp=F{R=3#y4 z>k7wASWHFRJ`t$a(mdKC@^W7kq5!Y~%rqj6&-9tXjM1=2M^ILZhZW+ktgHt@cRds=*~$Ewb~ziMm+6yH!C%vE zR;^*o?0?~QSyzm6nu`Q$dD!Flk%#ip zOejS&*xMvSB`QV9ye!S%=BB(VLQNM5+9Z<_#Y9*wR*E2sV>TTH&&=|=vAB*snWb!f z3cnE@;0P8Lhp_|vKXhfB#|ok=T*U6s2}sYEouP#58|aK@L`g^!(_E{>9I7j)<5u{Z z65yEeGafg(;xPPA&S&L(Xl$Zua0#!{8wBzTW=YBnb=X<;7Je3P!YtDQ$5JF@HQ!jn zuo9frJ(<;ZV@`1eH_PgxpV=A8>A~zB8@NY+VR568FcRYQX_3nbF@J+aP?>U@3*l$; zwP-F1QAKJ_VX}mLsrJHd_^kGrd!e$dD)V_-$fJ-?ABE{$KTG8uxX!o(L-l@YWUZl# ztSuK^=o zO+hpslEf}O8T^>fSinePq%q%THY-vEN`mIJ5jMg)Xh}Y~3AR9X`HdXP`neDGGp3t6 zU?6+Z?K~r9m|Nkh+QTzqJL_&I+6-N(E6?w-Dgorx5fwKB@zK#p%n2ur5ou+D(meXV+~HF0xA_A88^wsTp|$i z;3O4nR)#o?!|G5S>O(yktLj5(>0e7{zDlS1yxecM04Z9_W&mOxHiL#x7s|QoQ(gAw ze!LS6Xa&3!%lJ+kQbUS1c?<%M!Z${k5n}W;%CMjNft7eUwx{(*0B$tSiJoQ@?%-O> zFaIaNi@HZ+6C1DZu!ZMsXR#O=$ z1xu+Edw@trQAQ#ahmKerinF@;w>x3ij3ac$RM7$3qW`lZ&%o7_ zN#)IWnTnUO2i!z|VymftVfOok{<98-SNIBlg@19GTr9g;WAttIf9Y_RCR_eFl*%nd zKH$$zQ97Kbf0(;3%2fTB*c+1}NL2G=7hYC^Q2f!%jPdqnyRXWJ{kUbzR376qjS`1c z6`XG*8_SHtRvFl4xQZ$3svVbTlIzwq@v`FT*sdBvh8T{x7 zC-4Lo6DP5+`JMQkIi?eo6ieiJ%&Ko&g#$B{r1l-W9k4xaudxCi%U;2?YWLpVw1cTTe7M9(Si=gU*v=1Ko2;F-&7r`T5w$aDlN1?|8&VZUR7 z`?1|urr<%lMo1mb&`)(O>CXsHwI}dbeNT+Gd|K#a5sk^B9{%Et5y~1PeAah3j{69A zEd5C9pdzR0{zgsu%c@Crokpsa=`drs(5JjYh}V`Gu$BITxvuf%I(5TZ%=Nn(-ixIW z;+_w^)O?s}MbT`SWBF(te3HY&M|_Rlc`jWRezvUaSuO&}r-s82F&r+-huD{Sq&pU5 zw_e`*o_;m2;)9Gil&JnTipyKZP3ET;@WFTs3+axrL_9aH!{6}SxQ)-Svg|A~!G1Fn zd{5)V3i7J)<~ACNraggcvX#9In?N(zfGyyX>JGP52>T}Oe(7r|e;}_+rDw)1RURncDVdMVnvhT>4{t>1_@A}#3afcD}0RY|A6 z=ps(LTG=n{r|=xI1`JbmAU~(^np|mFWp$_peN;58#C6z<=gLoz z&Mf;6ZKT^GNX1|_)dwS-NVyPWtfO41qs%jS9-F&Yh@y5QJp{g>qwXPkhzGKt4pw6_ z*rNhFi3TK5R>aX4MJGe}KUfZPOu@m}v(~xOY z9VT=BxIppPQT z%$&z*tyR%A2p?F>sTlKaTbyFefk=v^lVTopSBtF6R(I+_y{VAg2KSw9;w#!Jroa~Q z#W76>@~je5Suxj(oRpWn(>4)BrOkt~q(PoK)H0}pd~08ZLo`A6wZ>a*+*7UdwA^co z0CS71OAkanvpKC%D3`z^@t9H5+^SY_7XFd^?Kc>pBI%%*#h&bIDooAQesN33!*a2h zUD$TD7FTh#)rI?1m-Vh5K#kH~ulGR(Wmz6)pE-TB*-H>2* zq~AHmwxBhz5|%L*!&$2u^>Zev#Sm#m^Y7L{ifYY$8+He6>A1=-O;-wRgFnm>oZb&W zVRk!-@*1b_J=DU9_CACQ?Ao{J1SdrwlQ%hW?sFc=_wXKG$tM=OZYj{jNR>kbU;q}+ zSmqJI=*PWG5f~V_%eo-XuvglvZ_q#V369Ih8U86nfALWMcRpuniT1nyo3L1Jq%^nz zX|Rc|z%>}+JcBdxIXq`AIHF&0?@ztktt0vlJ*9K7J1hZCIj z7iFyX^j%=zHbnaU(!q?j2M#k%z*c#l9zsXAzfXr9G94Z=o4#VPBwVmQI?LF)m2?5hlB>br4;Wb>u-9>cb^VNX$WWJbE>FZ&aQ3;G_`N57=FSj z?EXeu4cXCq>_DY(p7*GJN`KOC@-8%T--r8fkMH*+E9N6OreD$rcuOC6bU(o>%RrYP z{AetrW*Es_bdHu{OW2I9pqv>cl&&bcK~2#EYKd*KlpZWbuv_gdp5R?fmHpWpyhDZ@ z;s2c7>_qL*uioDHNHk;5SQ-mpIm!gPS4VwCwbgXj44Ccu z#j3~-)W@kSj(_i^NsyhwGqTM`I~Rcy%AZVwN&g>9M3f4piI9Ul&P+&vDG;vQ&|z~wjHcn#NT#Wg z?jmMRb3gOdZ=7mI!&otxz2#zENHte;pr!YgN@2y>1_NY&nM^%o`G6#~E}#r%bB+YW za8kNqUULm|l~Ga3gWs5LETrG?rv`j+!VZx6riyrpOQ9WBcK zgf2SIXhTrt$SpzVoagkMwglbMgK|fNZ`a%P9OtU%z3qSdvXE}uRoMGo(9Z*wv2MoW zD!ocC)yaB^_P@6qhd%kIH9Ba$E0?HmBpS7hcXUSQqEF^U9Fl1#rrUSyx$dgw%fQ>Z zw_V6~hsk|stI z<3Da1S{TiZriL3ljP}r+w|3AZqa0;}X+|z?n_;Grja~d3XvC>)DK-|3L@QRSB=ORC zW4t$>z*|m>AK{~Mo9@9&;{hbl6!NE}VyrBY5CscG4#*8T7`fnu?m|_uHkG5wYMI+B zY%^ZnmsJ9iWFMK^eOE8_&cZUm+rr|#w!0v1_PKp`Y0m>h#q=SqG@Au0U_x z?Vy?25niiy^01tzXRs5D$9C9B)Z;`w-SF{My)a%ILyVz}bfY-?#SXeNWg^KwHm~oA z*}=WltS|E5G;_RNTZPyH4e^QI!zX&iUZ}G6zi(bK8 zF;SG)Yct*?Tw+Z+&;4bHv{qAQ?{WQ!3>Bo@_=79E@L?s>mr)B|?Be-amE+1NXGVx{ zSrA)eVfJWWk(-@liu#F@c^1q6{+p0kF(Z`yDCv6h}xJaZmT=$E9nh!^JXJsBp1k4;D5n`Xe@Z)*Fnu`k_u#p?4B-qU9=gn?3+3=0JkBKrUR@CYwgb7oP>^q>d58K`Yn zG<(}6ML0H4;n+x(71QiyDjPOa)9jMoNc>q8#kLu3u{px2kG-uQ@keZf+4Lo6yVx#% z!1ZFCSS40C-&%hDs*kyi1S668tSoGTWMeChV!d5pmDbT$>bjR+P;QYp{ zwLsLtI(T3C|1bHOlU+8wNBqIZOAlTo?gxxgnJ`Sa%un*6zGLmTj>1%m(Erd1Y9i{1 zWV~toWn3{HTj$-?#3I+4ydzw>MK!ZLJ&{diBKF`JHCU7vm*5v!U0;MA@-q9qjiRpZ z0G*vK(8}xp#l>kHDrZTh|HLPppzA|D_TA^qAj@Pn|0G^X4_{MejNojN1-HxBxP<+w zU`6djOO2}HsdL>}$s8W84jBoeJdT8Z@DfiOXEJcw_)U()G~+VE?|1$({(y0K-Z*a@ zFgj5@G{&h=#=NDUTG=U+@~E5g3PyMq%kJh$OqOSG5oh@1jCK~!;4Vge&Ve=M5>A@W z^{b%g=5xNH7kJt{Y+jRBvW!$#zAlziRFu6BnwS;!B&cGA@wjXf2m~eA57)&(aD=%$8h=2qDi40V62H?= za9f2L>Zl?;5Kp&O# zCy7>~l?!v}Z{^07?hszk2;?T3cpE-C7hpHthpDQBIhtO}!!U)O$n9`a4mY}z6q{fZ zbT&HESUV9`!xvS9o~Svnix;B8l*ZSdt9&Sh5A76=rd$y z@d0`UynA)_u(6H43281 z(^2@EEoFyTGJfEGSePntU#u1*Hx#E5^s8CSRmlnA*?2Ldq%qW+lfMby;VsQ$jDbe7 zQ=6wab#?sTp(&m_lo@fCCIqA?;`IWn<2o6MktF$hdVnL0t8f-Z&~&`WHo|NEHO}Wp z*caTzW;h}FVm$F4|FA=z8eug=O;IU$o5wG_nv>lq;T=@)1-+nm?)$9$}ZH0JPCaDk<=cw7Z3Y&D!?=h#WniqhCt{pop4C)L0_V4pS`vwMu` zdD_M@DaCjSrTp@X)WDKKZN+vgulIIjxL^H(qr2TQ6LZ`$p$T&_7r7o5h^uz0^c&}| z(7!_8IvJs&ki*iM1#MrpqYI z2HBt-#$!1s2mP=wCQ?}_3vn2SE-1_0;D#J}tpD9cQ;`1ld=&&$sVWu0U?@gKG;Z)U ze{exdTFTLkfC$K;na7*rBHoS;NujKH>nC0qTCdskKuys*iC1aM!1{z z!sUD<6@Y>escC|FATLzMaPUGaqoh=zz|h3d5NOY0tVT3k7NwZrfwDYpFqfDk%zmC= zs$m9Gq%7&=Fsu1TI>EADP_WEx2FrPN2CTq8`7`jv^g-htyUahZPb|ZiKeG4?>FN}w zU@G>5N9u$ug})eq5QQNS1O?Fp4{@V02+oPYFc==;LmUJHvse{4Lo_fas5@{6{-j5c zq@L>|ynv(j8~uO2z!5uL+^4_jk$6N8M1nV&|HkJ*eu_7r(KEUy?%Tkl)e2Yv{>Cs_ ziH6B)djJGLLG=U2Ap0DH^8L?RE&swqeEEF2B1lEAfWwqETc9aaQMmL|Q}V zz{e$+ATC2a)k~a)CDfn#W{p-1C4pD$hM_cGa}dVq7AFqVNjjxxZJxRZ+r&dXgTIK= zbcP-!82QZAysFs@*YF>Bb8L~tE4iF6=L!5r{mvs@H7jE@h6LJH zSi~L|!{3B$C*;w7-@p#5P+iy0G;xB0~T$Q)s zcX5tVRH)@IeU+rDQPY^@#LEj-b6x`Ls|~smr@{=8rYlivF_&tKLokb~>k-N$ii;9z zxLD|3Pp5SrKX2@V0TfR=VHfPtWK(hCIt*0la8t8ZbX9ZcuoKQxJau*5Y>dlzhHR|& z9?HdhwyTgmoL9n1SQ$t1lVR=DxA>F~!!}kPo|Aj9p?LxFnQ5?<(jX0frkUbrtrA9w zRMH*lBIWomj}&jg^e1-d^HYj1_TWxoes$)!Kn^Vh4s8N39;B zi)*X31-D=uk?!ABbQ0UJlkUC7cI+&=h$P&G9mOoOA`a!-WI61_BXPSmO6!dhyrXg2 z?xlvgXj60{h)$VE^>=WE}$rouAFt9u`uUgJ}If;D+>NX0m)!eg|S zIbtoP{aPJ5VjZm0;}7CL6iqw%eDI@5fbqtVOH6Tcc)5_1(^Gu@3mR-s?)^**J}Y$!s#4p_RfZ>_DF&KZc9L zI)hGz$#9tEq+DtVEY-*DPIK`Z8%VdBcFR{MVp~1ZGeq1O_rol<{GF? z3-wHG=gXWHvZjn6kDmGOxkXFVB>0yoXFN=RS$r;^tj}VeKK5j-)hB25ap`qoU&bJvbgV>>)MF5#aE)0@(;f*XYw=h zEBl5!RI8oAmLIwdUv~ai*EaPV$T!PjyaEo2SQBgDM1D-x#L2uSo|eA*{*7x@ zj;r!G5=QdxU@YvXF;Ec;a{-xb3>(2-u$L@@ozog=jD9^<OSh zbrKhgC+vwn>PhXrUSVFSj7cz8-%WAaU_XZOmtuKcE|2`jCZmROKw)z z*>xlz!K+|ty9)a7+P*Q5^OVB>r?h^jEDjV0trNyxSY%Yw(G^X}dfcXQMq`1|X!wi` zDGDq;UD<)ttR$5~%)-U0oq169(%0a&BV+-`GIWaIh|EAVjBDyC9argeo9@snUE6=7 zdE%P(!+YpDT!%*Hb$I07OJmh&6{CKm=bi%ijm(QZxyQ)G5-e2sCXd00b9TZY^9y^MwGlQ1oEAD!x*D;VQ=VS9p+0R)Of6Y^tWWG z7Gef@>{hakjOG=1jO-z8+tA#VM$>`><}h-|a6a2v+59&GssRxl*bq)l2iCg4SyjWy*UEDsf+Jd}pw z&{Qj)p59ULqqt#grdH~;ID~&%V=V613{&J(9_6aQ%kd6I0Um(i+)sPkwQ{gsAEV6E zMj5nG zdZb>{b-hgw`AnJWBYmU?0o@A+xL%W=# z#$6Fid1M90MY&mXDo4}gGpCLmXqE`gMH8J`GB4fm&#ztJHP2VnPnM&8R(Z9Y%Bu=$ z1tn@$Qw_D6YHI)dzhCDmXWN7HEzb#~9EDA5hFvtL+-)(D5#Fs(u6v&t+A%42Es z0>#2nLDHXssh_dIwF7>GcnTH!a5@Ydb=t4ZIlxsPz z!USsrwiWF~u<^_aGD3`CYUxBupO-H#L#VzPN}&|*l$W7YN)EAJx$=9~*hkfUx=;1_ z4W|M3QD3)`MXUOyhI+z&3=S3X>k^QBc@=HJ8V z<&=<}blaaTN-l_qkcknwWKQ{)e+hNmXl|X6wR8nbgwlpf{I0#zL|RUb^feDQVrU1% zX-B#nhR`rdh7mMDq`FM$G4dHd8c(ccGTPOb_vLHk8rfItl()uczE_U0g0+(AVstU; zX+@tMLvg%ShKFGp9&hBp@;n@)c~4mqe>Ebp2u5PEambi0oAXCjIc#EG^h>aJi&%TR zP=1LbQPi{($o5;4|PPoyXGXyTXP?>R|KeypIv>Wf@oXe)X3w3W)%cJTyVhmv_0xdcw~yxKR|C}9HAS_ay~ z_t=l^gm_jPZm$^WEByN>SL9+`~J-bWuqw<~ycuZD$aa zQ-gIs7<}tJXT(q#ppb}^)~fThJ`R!Hs3Mlb(W0yN)Ez`s5vqqY1jDelbc3I!Ao@dh z?pqPNz@w>=Rje!V;{H7YPgjfxP(a_`1)!1E{u4zHNHUul-Jn~*(LyuBbB0t58C*Qk zP7&YwrHb$DFL=?Z&97p0ehiCib>gFk_6Ps&?Uz-=Q+h65icxS^#6YIZl;1#rMy8odPI93)zH`ri;EkOUGH2nMb8NR?j?ElI9KR%E^0uv4Wn*`&6a}%eT z$Dy;RqHD|#bRN2T*7J7I&D@5Yah=fzCu1Xs7A?T1%{HKpZ9Yuv>gsZdsK}F5lH4My zsl$99-^HKES*{uw&)w+8Lb9+dV<>dwRC^Ci7nihm94S_jubQ3H)!tXZZ@^-45AMM! z^7ZZPPWFAc1!LU{=@0EG-_kiJzgANPu?a7Ph5t(t94(9BYNG%)*6$X?LVDXv*5syE zbcFxV7s{k}L}*)gmG4Oig?AEdoc-`tes(?48GW98L_C2c<&o{>aATBFg;(KK`6_Fr zwclW7pc!XBmpN4&{$jp0_Cr%#r&YfTlh_5?!s4hCbk1*Cco3kvoR}I(4db%a>Cb*n4*EG*S zeP1k-b+HF8WBH?!nJ~_K26Bm`a))e1ty~SsbZz6`!yHYpoCp)appRlCjL^hGW4=N3 z6kWv*Y!97y3EqYegnQUuXRs55Y8=^CJ?iQ0?yc?pT8=bFn$6_~XM@u;w7qt?rLu_7 zv@%l`_Vq0J> zJi=7m%|^gqViC;6d-4$cfa~x$++vA%Q@j1^Y&UEHNAAQF$Y7UXAD)Ak>;S!HueA%S zAzo2)9o;RVkJ(mlJHW5FQ9F^gnx~YAwZvO0%WLxH{0^=Xy`UGQV?Vf#u{?qwz}&n& z{ERK3HMD{xYYT40)=*D;4b31-en!yFp%?CjWvnVMr`7uytO0kSHmqgUs4cV-?Px1p zWhB#CFFsg)z;i|yec!gwvA>ypf%R+yYfmxQ7gs?9zsT0ZW|)MR*;Jf?vEo~u8{g3` z8i=b{WsyJdp}M6Wsteh_&@=nBCnMyUy)fW59a6WoW2+5ESZPet6?!x8ft6?p>TBfh z!Gm6mk_MFLZFD64CfZ;pECErv7Tln0*3Zz|vjh6l8VKelWEZ|?1_4lu6MfM6IUZ)hDbOORUhK+Z1r2wlVb)@2c@zmTJNP7ZDk)PUU z6;=sUR4t@(s+!8>uk(pj$$ipqq?M-CzU8;rby}`;^`=d(J~TBjU2FezIhgv>4LN`Y zX->PQ&{T4(T<)plRrBaKE8TBo&^0SHXhi5uYj@BME0MaZdH!=$jD3c3g#2pv$$p=m z);ab9T!C5mmNv1kVI%vb^I;~`rJXn)GGPXr#ty;?wt@jD%EPl!1NA^CV=J!p2<28Y z$@e7hx^Wzi!Dy?tIAkD zPpzTisdYc>Q_dDaU4ps=ZLpe)Po7pHHYnDqCR^Ik>= zFM=S_n{*ICF;0g(xmcL2t1@gs7lh+!Kc*oCdm#>}^$)xv-g@>y5#(vVo4l zTsert$}$dJ6v07yyGRrnFaKT3W<0TCz^|)Bmx!HZSTcUVP`Pzv9HRO<}<8s z*2}+j8=U27jy3G&*c_Yk^GLTE$ppF4DTELGZFFv|lJlfu7;c*f+v_~oj>p?*+m6Sh zI!PvAicFU8;SV}hrpgrVCCOTtZPmrPSPxI?+Me228xQJ(Iv!JHGmkr77Z2+nbcFq- zJgHCW(>gil4kvUyzQR45B$H%az9s<^aGES^FBX>o)I?JS;~+0=(zzj3<$*jfL*<1U zm@G>`Nf=M1V67|+F52Oj^d(K=ky0>)%0L-Nqq5Ky8{te@6q?`=S}RL}WmaMf)ds-X zUvxxNyWG7zQK3!+tB1;lK5z6_)Nb{GCoT7GYr5(RQf|Z;`87In9WKOnaF-V1d~6J} z@fuyHkDd8w%Y4$7ZQ&dI2J^}oPfzI0IF3iL7gV;oK{t5Ed9FsoK+|3(t0VXd$HQRx z9~dsjfu<-uN8U9HAw}r z6KavYQeA{^Xbl;A79E9Yv>!&&R9!AAUH8|19Tiq9riiz1Sf`l$UZ1vgm^ZiAuM38G z^mFx0Jy*9qPt?)q+n%#|9(bOqzg1cujM|M?ovr*Y{M0P0qFqpzv-4{YwG1n$n}mJi zSz)DkQaqDAtF5Ezs45#iNY%AcREj!`hw*#7<`lGgsaR_RR#4^D94xH@5fgACCSf5b zpGwDctfG6t9vlo2m?370bm|*DHGc$Ovl+j}&A6Tc)*5W1Ryl5+hR3{Vm{;XhZk>jU z@v^C=iu+os6}Z4@#`U|tRUDt0&MIu+YoVmLDN5o2&Kh;03-p04VzVeG6Jajx6vfnD z@j$)ey>&n|!WFUyo|bc{FD~K8`UGpj4tgcuh24~d|E2SkiuEChu8IuoC_Bo|jBCOQ zT2@>z!m?%QVAWti24p*LM{lfofS2iaI7S!nFY*6)DjpC3(YH9x7nEIKq#W)W;Ts#- z#^WovMg0)|)NKLedPJ#Yd*}eg zt$eaO6qkMBEcS(>_Lq<$li`M$Y|nu%dM?}#-In*|X<3m@%a3#}Pg$A+S*DdPMn&kU zDq^lUxZ_X zHxTVyqI;0;c?>he1{h5>^*2^oZ6zr3gd}Y1G^e`NNl_3#_<6!)ldzIiF=!cb{ z8r+k^upIQjEOP{V!wbF3+6VjKdqy%HhQl1;>2!iu`XtQeb|xK%B=2!J4)3dD&_Sh9 zTeZj91A90=cEK*VuXn;QDyX(`ou!A3)o)Xkwe^v6WpL^YunysMM29@K{!oaNqD#WNb%X=Dk2;_`feXLf#_`_+dO}k0vaCjnV7RVAQ~a5b2}>Buc&B9QmGDY-r1o^s z(}Nb8k+=f_R0oOjTWerFz3F`#UJ2zJ=}Z9Ym<^v>v)~`N>`Y?tXXcij)pt z$tjQmF_Z$Sutw&kG;oohronX2DtL>E(jGYnZko5LIL(4tb|rGJ9icO!8l9JwXdX<3 zm2xWAsf^r|n+_YdmzQS3Ouo~W2Q5~aYs)M~qUE%C>83vh|>Q^Y_xdfZ3z3FWJ3oibI zU+FSkp+9q0{)~DIkD-8!!AZ1T`t%S=kUMNQw4QRSSmh*p<<+%ClyuBwLBn`8E&uQwd#)jWyY)n{^y5i|xEa+OJj zr7{Gy`V9Hd&mmnOJLtl^xm4+sLV51@Q0OSm0jhJ2MmCR{KqolVvtyRB!{X z!wzaCHc^kva$Js$)VV;sx?vWxM##j*VHZqIm5H@gyejK^$U5(C;HkMAXv&J=VU(~% zn4mZQ?C2N%S02k7up@0ld2}gV-)?N@qDFQMMN=e2P&ie#!>NdVOGi)`w?WE`smXe1 zR9t}K^g#bvbq7;Ipn+34P^GXofogWyJgo|B(I5Ht1Ur(8PP9fpaq63;lwcOeuBEjE zo{pxAdEacNVqy8izV!d$B=Ff~bl*9Y|G$w9jQiU=&e_PNw3L=pBh$pJ_jff}&T>9# zkaM2|bH^F$uVreQ>gFA@kV?juGP7wG-3m>ots1FduKvqaT6Xpi{3UfXoFM5pUb3B43~cqW8zG1#u_J;+%}a`=}}Bo^A&wX zm!037Yt9n7?JT7+{!DUF+gx>O8@Cs47ITR=w{qq`sKk#>I|o%m8VZZVAQ1>0)E!h4 ztGX{0Q*fNg4sNmg;{`cAsO%B)iS^357p!9$Z0z3;r>wOgoR#`gPL}Iy5>2X#Gf8yZ zayfh_>|~bisx0%4+6mhrkyZ0$W{Py&YT{H|-Ho4$tNW8FnUct7I$>GPeAB3>RfE}W zByQF9Ar;S40yJj4_THq%;Irpq6DX_Z;#|&si_DkIfb}4SRqHiAyBJ%-V`>R4AQR^? zD>lqQJt%L2vrktT1oJ3N{4A!6_BaH0QKlG)^Tj+dPcIPrS^p&9 zMwlv!V;Ufg6IWP+{=oi@c+YJViL^=dgc3N0{md{m4UP(zm#))pSsSb1F0o5|2A_i4 zuA|*zD3p+^M5efh=^`H#Vr*lNlq%*xGEBz_Vme0Bc(LA$5ud{|cC@4LAMpmC%0aAX zF2QHQ#YdvEXePAy+EdBjNz4^(_}Mmu<>EJ5!5)`&omeXr7LohJ9PE;QY zvDexxOTl!fHMYSJ?HBv_d|fPzy;KpbN|7*0$3P5}#sq3W6)_hyrCiWQe!&j026m!6 z&`K7xDVi!&UU2*BR>AMuCyov{&*!$$mrk50l;ye6)R>teEe zC?1Gw@JP7reKASi6TiX{yeIC6`K&FcP)mBsT6!L<jbamQypcnpROE9{U%=)md1| ze)9yJ{2zL#g>=)2w14Dl;`#cs{7f&v1=voPc;`%4$?9uzb@3WH52Mu?{#6rav@P@> zxZeDNkHtNn*+q!Zeen@1uAbNrPm2XmTHS!cbPGNe!$cSM#Y5RGjo>npF^Vx-jAay{ zWHCjgiZs!lriu)hBqoTdFp(L5f=CkMgyjA_bdM*BNjx%HB#XUHw%t@6k`MHGJzK8Q zxv-qsyaf0drMdb%@fc0|=%hk}CzV6V< z+AOYcJS`KA`F?Hq&Sk|nf}pDSf_2U>qK`NSBRB%aFh+B1j|I0kQH+DJLcw@Zi3ZD+ z;wh`aRiYJKpo*MF~QNp2A9#SZqUt?-DL4wl}{9&EchL(fIFxXrPeEpqFt`a|4ce~KgU zTdEDUL8>}A)8E>5BiNBcAqj#hy7hEPLVs`2l{AQ%|yca<8|pq-&zI|IkZh zOU#si>J0y{b`Nh4r=V}L??DVy5ycgzlFYYW>6mE_m_( zyUOaim<(WyJn2od3SbFuKuh%M7xWZHn?1CHmE|QUXvdi^dAEPTx$GeQ4zByY0T_N0 z)~Ta(6K+B^-&nJc63tp_VSa|ioV`xNF^<^7ock)Nk(8i5r_%pZ2-~0^6;K7$4j4e+ zGD{Dn?eH%qTmApnzpA(LueNe;P|nDAjIUvL(jv>`rNW)3i4*5Qo=cuUwHLX*g z>rPoZ&Q7PlZ?_Y)%Bx4-?@c%6hyvXRzC7hz0EictQVd?a({)NLktQ%39=0vLDNS-ZAEt{YEkoJ7e*^s93XE z2Fwnb=>JikmHq8@!GIZP-|}seJLJ+}LvL?03_r!5-nG;fQz=?Dl@HWN7%de|Hk#7q zX2ZS~dTOm6dbaYvtf@xRAT?HvR-?=cb&w8G0nbnHsT!%4(ob+6zEBsn#=MsM1|uN< zjY5t8&;|7XT6iwP7Mh}dfoaNpKXR2<>M{NMZsIk(q$lQy%BF`o_22M{kxg0lYsm7v zpf|+v>j<=@M8Hno@!kWuvrTI|gMP?iq3!UN%AiHGn9jm7a#^UQIS=F12I{YRF@9h^ zYsBmSuAOKuK@&Su9j9Gtr+uHE!FA zJ<+e>cHlLMk9r}(3>w0w`5<93Am1;GXAm!Pnhqp&`YkGJ zFdh%mcT`MQgP~XrW=IcNbdWXGUNHvZ(S0{}fH|QGR>pxa5+15OVgiqB7Xx9t7zD?~ zg_xnf5zabiEs9`CRn7Fpv$8tZE*gaYB>Qpe9+&b*2N%lLdZV3)jZ8gL$$W%v`H*o^ z9%lsnEqvASYn>6eZ&k;CF-!(L1LQzi83)J%dYp6}^Fi&t-|r^7$cCP0P8Z!;=jR-g z7i-8)x|4R>bNHf;8sbX}tHdp(m^OW}+&u@c@xacv!d2 z$0TO-sqjX8!OHZMNaKIl0PEs7*e~{r16&S?Biv4bM)C^Ja0zavL%5Z)#0flu$KWgc zmVHtS_(a?mU&A;#QJur{=)?AAu02~$mjOzF;?5BG1cu0IkcX=2bavr~LiH(ApYgAR zm9QET=!~2T@2EHGl_6)EKVB|(IA1eL;#l8yUCDFD9`AF%gUs{Yq`%-7^%!C}0t#D^ zvZUp~>Q)IEg(YRY9;e&N(wL&l;uL4S>@UmuI?1h8z;_^Wv$ZlZJ+g(IZGGphEGx?} zC*D8T`o`L+ri8D+IapHlaHBmGr;wnQh(3o#xNN2YA@JpteVL zSGA%ygpx3lGxb;;hoj6Bdn9JbEIE*$VdLPw&|tY*yNs|-Z_ziccOp)hX`XAaQe9y^ z|1C3eYwswUrD&rNap0AoGMY`{*&gzt$SgeC1 z<*-mQImz#rqpW;5z|%HZ)E~_{r*qT}E1%C@wddYKm>{?4fpR``c6lt11?-mCG1viZ z(;DmHBso#m!^!f79%x6HhtLNCqJjvC-D(VLe@Cw7+}|Gh(pHgz7eQGUd3X2W=k>j4 zij(k$xFJ^J@8X!gr2iBvX%y|$#i2O7%}#uSy|a-h&>xG5p7j(Y36` zbj{wQQ`AGar~YF#;5^lv#$r<_sY3Q+Uei_B4wUQw#Ibrx@5f#+ST2PWoj_A{1FB=K zh0S`X^)=*kHZflx(miMhjUyG71${%;%_DNz;4t7U`x)vtb~by+tw);9_8!VmzryEGPOc6X z@eJ18^`t;y{g-vh-`P6tzh)&zUsu=F@`#6Oi2pa7Z*5a^to>@9)zbefYv5mTz1ri< z3Z&x<9A~?_^Fur>|FI{V!l5rQR=MwmTSeWJ{V|a~iiits_4TI#bW!(-iwSPTjm$VD zgLSPc;g(S19dV4^d>JvH{rWM^7w0+me2Ql|@BAcw7MtLrXau{U9`qN#in2Uw$GK;o zS=BwYdFRw-eLGINUtojwG}*z^8QbKVgh4gW6mf<}r14CqVmcO9GjRk*V#%n+=CT}! zO-%{!6>bOMK)fM8#%kV=@uoa#e}*kwQ}%ZZ#~vM z1+k1bGUuCzh3|$TzGkoe47z)ksxPDe4*&rF|3rBOcvMIC{+x5h?%lha-6R`NAV_fc zpn(8|Qmkmu;v^8XSb^eF+}q&p(iTav0;NDH#ob!?C~hC_`OU)jfBwAB%+3tU+?jJ{ z-t)ffc)c06KsK=jQfUi(s!z*qRK<=LIYk<^qgAlxe_)~&_0*dnfN8ReEJow4-}xMv z1BIy!RirAk2(I!gd>&Mws2L-A!Jg0)dO#)qvup%z zYdKA$?Wz@r)xKCqRZ;{~?(zxC%+Q)ANoBRz}RerSW=vkaCUqF^G62Em8ISg{%A@O+S;CgM_- z#quzR_4E{1>vLA|$9anS&v|Bup5mQ)qP_{v>%Onn;dCr0@{6Kki``YU7Mt)7JEymi zSdFzjaRj|JEhtOwE2<4C^tOS`|#>(O{-Kr(4$#}{^@zm4$TqaOa@_NhD zAuB^>$YpY={52|tQfRYGp>lRt8sY9p9qF}qhJqZERjr^?)XlX_tx;#_41Mbw>Dr(+ zsExtfsj$oMs;92oNop}Ip;Or(*>gP0JsUb zuZTb*2Oqjc;BPc8V{dp&NMGjzy>q#}nr9L7a{V@Fy($$F89u=k9o{AAB3=53t!k?p z<0=|*l1|YIwN#y;6V$~uR#kTOQoHS0w2Z#@?DlM=Pe=<6)CqPQI_piLpX5(65aASR zP7~Z6sI+}qcBk&tC-kCBrvNhDm*q9t-2N%F58aeI%vEC7R{ULSkz66yn0^Z7vnRR_$eQ*A8R;8C@6CQEu}ati`{Q`5 zX<{}X`;iyhKxbG(wPkI7iTwgs+23p@?8e1nnb;uL*o$<2{NT*xx8+FJTz)EK9`?5v zV&#y-nCu#@hwIL+Zm!K@vzV;U<8Zw|ED*QVGQ6)e#RP>}ntakLOSlts{$NXH(Fb}D z@8B)Gf&YrP@Pdj^PdMru41?h=_J$5nhM&STNQD#F8CHtx*bDkXe{(y|s1rN`imLDF zm_393g!yzFPQnsXpD_3nI*DBB2gEq1_#7r?8IN-13kjE2U1-1siAJD8_^nQL@3sS zB{o7E^Y%7DPwf?(K#FNWhv5&{W*>&%VIobUgJxIPosO!P%A{sid*2>71uN+^oQ5+W zal-69)LKNx;20c-o}!P~4TEVYg^6{rNjB1>tXi(wFdKI8NiY#s@MxL}@ibF@;>@Ph zOs|I3rj<&2VT6grUNg@yGs_Y93o@v%3Ph%qa>#+IseXbt`Fr+~a;eWmAz~H?hih=agE^Fq9+L34)dP2lf^b)~ z!bw(Tc+N-Tahi;iF-F|<_22>Z z$7yU4%VdBtFaUqRx+danp&hh^z4#mEA~K`)Iu3rbRqEO|l280DHd^Fgwqnfm@na(DuG6b5#n1B zc>il?J*}g2u!+WqI%*+x5(nVm$5S7`Ej^jCtL*ACl`f7$J99SEo%;|SUsphQ9Km0VGqc{aj>43pp9Y_{s{TSI{X8!h^n4c6AfEb5HDyc zHiV@ZsF!1Xu?iJ$2HP-$raI0~ymGTe73L!iaPAoYvhMT0RB(y=u3G@t#j0(`=9 z>W*nx95(Y-SPTMai>(dUjiP)Iz-6lvKZ)gdR|sIZPKR_DWi-HA!BtM{wGPtn;J@^( z>Z7j1SpX|ib){2QKr!UfNiNcyqJQ z#nwb#1|#7w9pJQw=1jlDS2)q7xj(2)+=n(tf>%wo_#oX5PwB9Ez1;jH+&; zR~x2bdFYO*xKhVki}4G%MPEQ+QCq&{!!VbuZsIz?e7iCv%W+r(PSODyf)$}0oZ%a( z6qJHUSrPV_(QmOac&xTKh^k@|*0476f>0I;8|EtjUtm@I7H62}4#trD(fZIBLJ4 z9{w`e)AaASYq&Rv;nqTvRnO4_xJoC~E4VEfet-{jNeywIrSiNykHa`zX(#ilJc%br z54thSb<282H^gzZ-Fga74E_t(=`lQnvaU=@RU7FnoP+fgxI;U|6zhz6*UMmxOg7qZ zAZd+Sno52jdOwNJ;GT;;+EC0j)HOe%Hdlys^6X{2qK=s6EGshlyC3izd z@&EaKoHz*=;WAu-t<=ErIN3z3XipwJ9i~78O@IJ4@+oHK>F|WFf-fn+=c{2IEVU28 zROf4P7nZ3N>NadJ>l`h9v+9zt$GZ>7@$U9?P?ojbo^iCxH^t=37}rbXiYO3a^Ef9$ z+uY#^j*EK@Duvz9t=#>1Wp_v3i7)Z>;8%4IzSXJB|8g$JUXD%XRibx$r#r=XyVxJh zXhnlT`k8l|^G&4V`!dITU5_u*!o5nb^EczW{T_D;PvL>Oxxp5_O=lXksEZL z4zw~&y;FOmrt5fLEnXoI^=w}qjLroykx=VH8z1n6J|8T71d8uCu z?MRBYVr7D?V%4@{DA72X;?&YpR%Mvk=Nlxd`E)0yyz&PZ4BkL*Jek2>_A``(C2TSK zoae^PtSd~QG$_k6*#pBLm2nL0V^#16`xVb)#W|1F?=Fle9)5tLqtJEDZt2-1*x-FA^ed)OSu2G@2U@?E;?d-~~`j|5k?Wt$?v8u~Bs$!LQ3R&4?5XDLl z#adEk>34Y2_YCiei&)He3J2-0T>s!=y+ltnnsB6^CJvdrSV(s^PGtj*2nrM3@mcU) zSs&};R;k>H+>0|sZ*#I&vG@FtQQ(C=HLPSSJ$QO_wtVCGJof_kcl1qkXnfgoIK(=$BkUL(3o+1&imgqKTFDw1&RWfu zu@d|uE62~X5HT6gv!Qs>JYfz5@z?Bv@dB6W0lR4KZg>5ZJu+)}%igm0_>M6|Ac*7& z=wr*o&%lA4<~i$d5x#e%PrSKea&tB{*i>Z+BJ`Hk*1g)P#$y8@p)cyk>a5G5pKYXfgfG8uF{G zJHN&D(R22k-GvwI1-l{R?0)bF+pDMewHnE%7}fKc=b0~qI(TOJGpM-H^chr46;XfM zT|Bu}9(CI{i+(lkYBtsJue0OSWLjf4@J}MY@~QEr9#7+`j%Oy#q@8v?HH&6ZK9yGm z`n7X$*E*w_*3$-4j{7h8RoH${2ep~vUCV+iyN0T$@ITa1b-`6S!po|_9?XP$>=ZF{ zq0czaJQRgPbuLW6@{|`t!4LVdweW!tMv3EwO{-atqu;oX^Vo>r5+=m_9$Ynew0j&M z&BvHB$DO6`_y+Pp{HcDT6SDQ-2jf2IHo@QX&itsZ;6A6X=zhE(zpu~xx@7yHhq%Ay zcMbF2)eEA!^Da5x#&ze{b$7nSm(IHzT#FmvO7PbfwZ$}hWl+DMpCj|yrGsK@kI0NY z!jEuY$Zz~Np6uDp-vzgeY06jYhQ77h#mj`g3A&*ks+Yudj4t2=@rI#!bU__yI5Ubz z@>brwIjiQ-~}lb9pei;#_5-}3P5w?wu+dH+tnzHOSB5t<85ru`@v&;hRBdDfDh1> z^?^FL%Q(6@Y%VJW8LT^Ag7xMuZ)CyP4mPtpe3QA+fqT6ZH?behXj|CCyjWWNESAGb zwgMU(m$urR`qS(iOyJYt8>mhVp#w`X_isL%#S(p^Wp#a29a6bOtbL7Vb5>c^)ESk%8#i4C7kE5q>-TijIxFtb z3;0c3qDOESc8eSE7kyF!0Yz{?{g+!(iCQo*_I_k1?Y|;SCNo{eaK;76K(u_u_rvgVm1$C?<-D9mcQkfL$<%%7`*z zJ3QpcMu{&p&pgg6nO1(f!`B;a(}EIR3&h{h)Vc~knV79L`tFGpE4DxZu@h#RMcDkB^~1vt%md^HKwKn;;0j9 zUC^nb6>mb>AwPVMRdA}Pg3WkIo-V_oD5hYP_zVJADK^T_=@h%pz82@;zTvmGtgt7^ zID&9%j@8+^!7a}LYY=bX?!|i>XcojOFfXgkad&t_bRIb6VL>zBx zT2f%@Ev?-vb2ZB zz$@dN`@vWIUmU53H@8#8ZWSV?pb$%)SlcDiv9julvXW^H=SO5RCgaPX+8Dr2cVqm=n}*d?vO3Ryv99tS7$`mPDR&D; z%u(ZT9FE1Du0%}4inznNLr>wbdSbjA@~5=LRnMHrMbOiphehpY{Aa3QlzUZ}rY2w^ zRRoi0y(*1yklpZ8J@us@UQ_pw+ke^0xX%x*~gd8D@yML6;sX6VJ`Rsglz~4-D zccqhZojX}haN1bof))iwP*FJ`sGLl(%E=@vF{obrTUQpobG_H5)^9yo7-$*Cry0RV z{3*Y8r&1+5mCngLzU#6VU6Xs=1L=mlz3)o&H}nln&oN zyB_)qs++!Kicc-Koi}2Woz0g zcba;Dd#79z-hm35IDU%eMB^CS8}}Y-4|WfBx1l|9kK7i1R-Tn<^tY^I|83^7BD&Fe z*;T&`o$VCn#dvXpG+l%j=0yyO@r1~P$acCo@1Q$qqcV(gXcXb$F7DGWgPyAQ^v0B6 z9e_tGE)2Nwq2b!iYlRkY93DV~j*G~mS0Qg)S3=GQy`cLlQ2q*ePS5GCaRSe&Qh^8b zfDXC>^#j`Px}@&W{f{{Ax})CE8~U$$rXISUsVv2K0Kl`tg%(`$U`KKF@wxdUa_K~; zvA2=e&xb~Y@i5-P8_%oj+&nw4r}J`iqC)fP{xQS@e{9Eb3Kt^Ood+&yu`EWC?!6+b^_dfrjyfMyG*9&zcQi~>dZO;RUejC3a)Bl%0Mw`thCiTYc`mDmbkE>6{Y!_HH`_ed7Ilu! z(LmQ9blBip@QhfWi(JX-w!MTZN0QMMulRWPXYNw`v>HUMsHL=m3i(drO?R;SnllY2 z;sRv_-R1GlVym&IE^cwxz~9a4OJGTZdOX@F@o22T3-OuGbUjxOkOi^=Q0xKIO1k_!igv)|5jFuZ^ z7(tO#T26);kdt;B?K}+{nqGp@T95cuYdI{3y0jM7!&;-)~IO<%4OE6VjuouupSSvEwSqR6P;1;X!AgsU}?6A@6_t|;K zq(knNI8CI&a%|vVX}GzEl_Fcn?pAd<+1l?EH(Xtw+E~3Lvzya=iQ&U#Wr~u;98I6l zTc5<_kVV#MCsh`pHBK|R$!R5vQAe|%1=djc&UxolrnHd0vah`DTyYYql-XaUkW%JT zdKXxoWpSf)OHjHjOBFtjc9tE@*h1@OaH^Gu<~cw3bIQ*hKUJ~9D9QRMB8FO8@l;g~ za()h)>LkbHq6ukbJxETlY5FXC^f)8Nhpx1Vcbr3u0GS*>iZH>^!vA?u=+&nY`t2^g#C1=PzyIBLR zdEC&N&&TnYU=H`uX*`U#;(c@3ti-`K@i3L)J>%<%XXMU3>;xR4BUJ(x_GtYzRl`d` z@lGKw$_sses-nC@?NC#3mnzQxTKiRqz05hTVmO8i^3NX2Jhw0F0eI3LsXwzu>oYhd zFfDKn$LsD^sy>fvIaRyuJf6q(d;v3Y8L#0^KFmjWt^Q7Xyd(8#JdJgD9?r*9Q8qqytY!W`6(~-{)H*dD&BydcqOjH6&TPX+;tjQj4$JXcUdXoE(HfI2R|va$JDn_@i~$ zj=%_P#(6LgeoT3#uSC(fK{vDVs&i%wwZ{S~*nX?l-~gFGX1{4(YF%_R1;2-nf{Y=D zB5gQW6t??Cm;-f61SaV|P!jEovnQ)(=jAG%SsqXcSCdsQbYYIUL~-cIC>#yDG4ZtJeU5nVHrRHRe){oQ|1 zh2M|9QT3?4pn=R0M~x_+?wk9jr*8qI!CIB*baArTpILAHiJZiV+?fxUd(LE&X0A9z z{59C;KNFmbzYVVG3pD{_^PQl5_EzsreNo?|Lwc#*BxHj=oMnT)NXv9{Z%glKIzvyg zjP|w+Tjc$R7Kc2hEBcW%w|_+2yhrUY$46bf&8$(@xAYw~^X#?Cg{D(FmDBx$3Yk#O zZ!UyKa4RRpSIL~sI?~tGsc+&U>YF*f!A=n#Td+D;=fl}XnNj9|Q;93_$Nu`#Sj!=cc)3T6tP|j{Cpl_MQR!z_?eY@FUaQ6Dgm^dOC6k z?#SJEZXivbbh4Rj>g4*toOSAQx4;!=mTAmC1giS0`sWDGG!{IPbA|bSXo}O=JPIws zZd8kKA@1SSHqpE&c&x8!-e`{Ij!sSaJ4%?lAop<^nu7c*{0$zO1SQlNySJLamNnHA z8MHZv-^!nL4EwCF_-jvJ&lA(u^CjOgcT79aVSm|>-n`Sl(VxUuOfPN|p2Q==PMai7 zevk4V4w>Zdz%Ckw6)LdCv}6~7u;r!-#{??!KvS9jaBA=fv)QT4cYR6bgfGJ%LU*wx z914`TQaOQFIFXKRh>cLyN{&XV$R%;T4>jl0(RVLlvT;jaR<7z4 zHz~ofCW3o~zNDieJApHdQ(htlvN6cwh)4x^z2w1rJD zL5`*11;lbJ7vLD@nLS9&4Xz}7Qq((0m6bL~Ri<*@7j|W8>0e~Js8nBhRZ&G!0ji>^ zs=O3Ug``DOZi=K@DxaLMrgBpr$|tC&3ept2zA7N20+ePKAh%!Q>0y#gSF_C1%PcV! z$VCa?JvD#^P)Dmjt+qBpb|N*BeuYN32;N}=u7Pe?n1-s)=@iT|?bK?u89S>4brVkT zYdFm(=n7l}50vyDR-I{++G-}4W1jrf*OZ_b`cu^p8tZIS(LpO!ubh=-4M*4?saB@C z8sy7D0s0{5r1zTMr+4eW?Ukk(FTqT_QdgYW_&9Le%HV^%C)-4;p?8SY$C|*+LYjs= zGz0mZ*=j!LHKv{Ho4bJnrkLkRpcCiwvW%<>M2%5XR(Sj^~`8fkIT!9UF^Pm-GKf_ z)!n@k7KM_INhp^nHW!Z?0Q&@ z%4i=mIuy*BZkWH!Yj}pQ;VwPEXON*@LofjYBLV(LZvpW&y^`Y_e9kZN7JtjUwt zJ!qFY2wi9z9)urp4>Y0Oa7?{~mk^~p;#fP6l|f(N1?q%*DBL(a5}CikyVO}7wNqry zVah$D*w1B+n@1CIp_+gnn`>4xlj_9s0;epeixMm%tThQIVSedT@t76C3)E6I2@CRO zm4+m^-_Z|S*73;>Y)1K=W2rYf;>?&CgEvW;Y7UU zB;rDSl#WmrETyLD&hn%?DMod~-P92~Vwk5qUQ_+(l${$#>%5o~vkSh|@tg~bQviF~ zg;j3*6+M+my@UVoDc{!l?OdFLYiqx#AP*MQ0g8}smeB<{fC0=+L0DQvs$#mbo-W$C zGBx5A_)xVHhwud?!CmMu=h%4?SLtmjt3x~ETh1N#&(2NS-$0m^6Hwmqkpog z&eO8g{R(?5_|zY;5g(U#D#EAKG`9h_7!}N zF|ZU`zh|`xAsti=??toJ{}bdD-m8VJF$Fr}3H1h&c_=)=el!BUQM0K(uYzTeP4@c+ znP(h+izhjPcf)-SmrAt?GvE?jhC_B$>yA8!i@)Ir-i9r72Je82E%Z0q5)}hmupaJ% zeLPdom*{T5ow%A7(vQ54&f_guW3%^1od-9WWX^~Agyma^ru>9H#6_wpxfsR+xfN|z zG1!I5Vi_!fsj7x3&b*Q%3YcQ08L>s4K6TB-CT?f6T zI(!HpKpdp<4Aa8wpvpm=sTeGPAyC!-HPs9>p?T_8)r3BQLXcDZ(`HfWqh#g6VHCtl zy(xzq5aym?>v65u$d=e9vINWZ^xy55;M{ z?6wuKT#$e(U@HFs_o$@s`F`@LpD13|y^5?%5pfkW;3MJhZj=rKaW8ei0g#CYa0Lg$ z8;R;@8Y(O|48}+WE>CHq`KJg<%4(OynJ^Q2(@#(qE8@2j*`?snDp(C}a}goyIb8hs zayipV82W1(0{3wUbfAII4@r2ZHx7h>kc5NaE_4v5`^220Z7>FRLra<}Z&^iDYIQy? z5$;bXU?9zxH5*QYW&&2mSmvGW8{ikHhE(qfa zlp9}I(^O$>LN|07aZGiX@SU2jzxQ>+e(EI+P(u;e%SWwuj$^VJALTbmA%)3B12xT# zqB?4lJoH#Bdw2)$;d1LCZjyGDH+i4qa~v+!a<6Y9 zzYsTn$E?G=x~JWi{W{719rJqH*-NnvFT(`hW)ekRpEG^!ojgppGM#qH3q%x;V@Ig)G}+;DwT@4y=AxzYrCJBg|73Mi*#bW2=B4Kd!^!TOmy(`M~c!__so4p)V7T~)IQ zQ~03ujJ7}&PZ!SpmD8oRKcq6~W>-4omAw`Pl_7`DAGFT5IIt!#$`_>ug{9>C%{$vW zAh>Vv25W;gDma_G-6v2@YQo~Xx4F$`gjLL`O;2Q{Mz+vFxYpGIW z;S*7n*YGC2fWP^=euTH^A-;e|n8jOF6`=$bLtD&bu7y4HVXb+xnx?OXwO*;n8|EU&7b;2J))QW;1Q4YIXuHrY86)&ZAH8 z6I^9N)aRIq+s6G3&us~K#I(WrRxExbJLLbPIkxm(r*^7?>S_%^508DnYb;Sbehy-X zeKH=eM&Woh4#QPXQy;&hTEeO|um(=2MtFx~btBy9X)V=qEp4VPf^9Td=T_}76XSJP zsV%XpoAgI1R>i8*k|jwvOcmst))d^Kj;S50C>Le-_qr(WG(4tOIftCsY!|SX)xv*O z-wXjVK}f8`{Zj)^lnNo?VbvUR(sle0zgDfpxfQ}Mr8Sc3Tm*0GkFYm2Rre{~bhOrR zn!bQ7R6CvtfkJtay$c*)m?D0nxDYmn4OE82dc??J}M<@e2DOL z75otjV-eVnyYLfG+{G$v0v@1uaz|26B-d{0wax>)%#ZM>UdLWOM2HRf>jo3Q)< z9?RF^hE%2pQpYl6W>?)D$Bnd+Zo>&tH>X7f+<~#;ux`S5z63v-F=_};7yqzYYVTRm zUK?qPj7|ab24}KTw946F?Xy-o)14F8RhQ8ZObOkCS4*7A+b7il6~k|(9wcCX)d5pb zL6}t6-l7&>OHNjT^^$=#p$*n?Ge$DJA>@;>ALl?5r~sA341`LqPJ*XUMASx4C;%G2 z0*m^|nykV0QbW5#cSsbR5Kc=L#qitvGxJ1wC&O52wMEZemOI|l!ho_bTy#@6V5rW( zE4WTQRUozMExh12@CvS|`*_w|a~^BCwN%%xcDhap?rR^TtUWRPEhjo9vEzdRphvG{bjxY6ad`d6u5jX3w<})sg(HiQ|ZLb*zq~XcT4U>=>#k{b+J$aX&vM zGsT%_Y7UnYHBu7G;T$f9_tiF;*PWpT*222~4`r3IUeP;v4-|97@8GTA6~4hI+7>tD zdI|ZP-clHcQ!oZ&S1TAlkbHfJzwkU|tK62Woeshw_!;NnaX1D&od`-a`6&#mI47NW zOf${!KdX~ILSLebRGom!^)+&T=bDQxxxFpfZuj9fJP%u{=IRDDSMK-fD%S~h#s48z zIHo2(RTVLhsVFsWHqYT?s(_VrQ*?Q9l$j%}snj`ViLRlNaie~zH>)E2huWlEUsi-$ zm`IW1hwP%d0hZK1OU8YtD^OXAp&>es!?7YoVj{Eshc18*tgc*5RK;h)5w1$ggSoK+ zHIsXk=RQ_p6-uEL&OYqv1YmNtX}G8G#CftGjflYWIy-B%XF1KwA|57 zS;1@63pePsx{j)&dSE@7!F967-&d%uQZv?5PBlh%Ko{)=JLslqkNK24s%^Wy`^jOa zlA5Qx;|!g-&WAY_LRw_hiF zC0>0cdcF%C6HYoWXD-4vyaHfdfgyZZGJFdT=5$dzmtYs(fOt`7X|xX43TKp3jk&K} z_Y-E}nc@TkRGxN0J36KeehQ7Dk}0Ey*p2P%cBm&l_>$DW)7ZjVz(t%S9cGQ-w}CjR zfcwm^G=rv418jh=R42Nv)442`#ZuVasY`_|g@!zQoet0uTuRI6Cd}pz`jkBF8+M(? zWqGbc5|L}V8Lc$kB?2oUl6nh6j>fUl!fBbf+eOe4ZM6heQg$m=oJ)ZIgB_B|OR*c| zrf68KnmYBI1l3fvw+D-lz6GB{2l$LSN``ia&ah3|ekg(aVU}=BPk1ObB26?-6paxt zvY6}BCHz#UK~ek@W5i{4P#@D~xoQ&(z;t?z{jf9*k!RWfcX1ZXhW{vCVmA{q#Cy(! zO1Q^7qOiUg`FuLreGEL zSgJ&EsU-U$3gaMNJlrbWiZ8|6&Be*EjmE=wP@hIa7A#8ZM4NppC@oHV8VtfeFbQVh zR=9v|p*4I4EkrN=3cpDdTT5m7j)q|ZB*@O1AjfFj4r`#7=(LZpl*H}vdxsY%&vHd@ z875PGdAbYmg(!h!aM^je_^U)wqManZ9dQBF!bYNX8$ex{gzIE4_mQg9TAcQ~(7x(# zzT)3!qCD+*gK5LHoeEAEH}WM07c(Io;F7`Ty|1Zgj%(gyA%}y`+5gg0{hI#L`@P44 zp6f^6H}r{Yai5_Oo})n8A~rFrz&nn#WG z&z^>QKFz0x)_iKD7trva1{7|L=#dmz{S@d0CFKo!>L9C7R(G_(TU!vdQG59)V#pV!1saS zfsCyE^fk{PS);;x=yRUx;VC*b@~9^!@GMtkpruxU)>*gZ`dsG=_#?l}RYA`R9HwAz zyxmAJUXRg#(r)@jYwtGdt0($P%iI3x-$Cht;@))a{%_lx)zHa4Q`=Y0Dd)8C<>F4hQs$!B2G7;U{E;t%VndeNjj|I5J7s*O9f!*}d3jebcq~sF zJ{#!oUtzRof39_Ah<}nlubfTwJP7%P2ju9W7UXH8`h@%+00030|2&uld=*F6#^=b) z+O_1yiX=!Ow79ecx8Nxb#ia$B;!W|Q30_`GaRQ;i-JwvRIDulpN^$oB#Y>BQv*CTe z{C_jqy}Nhs?ChL#o@d+f!N}{zMdO`-oi&HeNg<6`M0DZn zW;O3|Gm&qYpL-vh1Gst26Z46=q|kkHR>VY}$X}M|l6^!(idR}uAExj)?^|;yzi&hM zwdpd1lVVXcKJ>lf8&R+LrS*^XhTrg=SP}NZdd2sG_pImq#(HZ# z%i^i;9ly2oKL5jSHTS&Lte?2NHHYVL!+a~bxwSUb@U^st1!B0O>9#mC2gjLZ%(9yH zp0=JCJ<9TCUe3#TH1TF0eNO*CGfyK=Cr>rAp;>@?dzzaCxtL~Wpa{FPHj8kq0(B#o9`199dEIYK7O-M9y92e)Gn=`lNpudx?nJ^8>t z59i~6U{~zJO+q5Wb7D@6#{Omu_O(yT9`YLXHO@f;tS*zpIB{7#^8djL&266XIj;xG z;w?OhYXooN)S!p zpy)3gNQH4?ALf8XFka+=-7pa6in*d1)WOwIoY$)*^ruMWV>nSgGMa||;G1oRgj@^6 zJ7>J(++sF<=m5}oiomkkiAY1vzs|5Vu!qf zxxy-kT)`FUJlbl5dd~A;l!~YMFdue$5>!5#0cp@%{lRHj|7XKVo&#g}qCPK$$9gl= zGVgTW9&8$R9~V07oWJlz)Nai5?#KPu%=|2(mAM1U=~lrM&R(1#GcW_k%cP)te7ww~ zpJ5TFkNF3VG21(9>8D?Y-haFp+G4Ju={lU|Hu3v;WQb^wc*2IjOq7{NA%vlnBP7qf9G(}y}* zRS*ksm~MXbq2Jy>=inSnkmum2Z?x{+{TH6IFkCL7kE~O03I^z{JDy9}fWLun;2OI9 zE_n{e>O1QIHOw*cOPC~&>Upity`U%b(Da02_F(7_k1&x3Lo%df@jXAa^U#kl84A!8 zn3_c~nh7&unl%$j=y@-u+X0>d?bQ{dC>5k_JQ=3IblAt!p%4|J>EJR0{xM#Mtb~b9 zQ(6awsjxnhk0!$;_)vf2{dM1;={~{x)_PTw=E7V^&l=fg*$4WM0@X3su(7sL?TW0zQqxEoRx7~eTv0#n#zUU%y_e!9i`@34OKXO#Z9=r*~)rn zNdD8fN(r!$4(qG*z@^j+PtgsUfvNbRTyGSRwc#=ql69endL!P5SMW}}{x2`#CHyPi z^A|kSq{@e)KOce5X%r-inff_)FhJB(^~?;6H@n#tLucb`f2NU&C1tzF892m0#J|J% zSPn9V;!u3Y!*u_a@B3czU~~aF)=0si9gw5-9SzsV?pl9yU%bfOeckXV@AsClrgBXj z&trLvj@r^#49BZ%-eS1MY{KQZqWZ!P!?LQNea5*WpTk)>*t!Vo={gKDu7VW^$}edx z#KXWrp%48Eoy`3>TJFIpZVjz^46a_7wKyG=2O< zj*mUrJOR@iMjm0xFkuQ7<~w>vzZ?03-JD#(WT!}QmC@Qi+P~kpLDx02{cD0(jlKSB z#!07($c2mH6FN-W=@z+9_6Y&_Fc*De<;Cyhe3b*rVQ)&rhw4`u3#@)nkEo&CfFWEG z-a3iMs;yB4Dg(#~_&c4U{IVv*LuZu$H8t1hDK&;humC@UI#3_}Hrhg8xe)K_bypV> zG>Mo%g)kCYa|!$adT==$#Fg+1iiJFoTen2Y3m-yF>_*dg0XM=6G#yLGX}Ha(0|jKN z_bjZXD%LhV{_S)bN;|o{Kgk)=%_>zbUua&Q>We``bP%73zOYB!#vty-+^_{chMjN# zw$d1km$$`Tu@zU)5`HLF@?-Hr{4E~B1-glMSYkfgiytdLnh-{@oDJhWjh*T+0Vm=a zeZRToIjSzZ$xd=5HiKr+6a+Vcx!6Ewt+GaMos;^*RXGp_>Z~-1M{zPpN`~QCNMdsL zQ}i)gje^lU3w!}Lhm@h-DlIFUgwP>5*g2vWV`E6epGg?8kVNjRf@s6JP z4_R+y2`jI4RSsLCQP{_L&i(PBb;7x%YT+BG9~M+#zSEJCoyU4YIJa%0 zi3Tck!VBSlR8<_t!m5hZuqxKjG{8ryf$nd5%JQdLW97tCs_cy$OHzR1eJipk=Fh|$?L06xfpmd--I zLw6xmyez`GO^Yp-T8$wx|86BXQN}OuEp5^BHO;$9uh5sg1loF6085t3_5OSqujW7% z9r4wvn$Fl&v$FPecKf+7+e+27;a6P|(%DC&A&*+4D@7`NN+oGLJmmQ>P5tPkt0k~R z>z)~&OWqOi1CP}AHAcf|Xy9)x`Wp4aKa{PxIUn>4Gl!W&%z!*ZIiQS= z!M`X0cR@+`1H!O19u~`BIlaaobtd|gPm9wcS*yI}v>zUd?YIxN;|^#^+hi>|DH1VN zrong`&IjOzxGu)hHL({mAiHQJg1Ra^hY#Q$ri!k*a{MIH#2oQA^rm!7$17qUF2Yp0 zE$)b8y7J!8sxpUt1UGF(6r3TIRvFdYu);C@6w8@iROi3&Uty$gxlkR@#+( zTg+23#(PQL3VDJnAOY)g3Ao4`XeZUsQ9elBqq4F-yr4bSU`XQUawzC31v{Ngm1tJv zcjPj}w`d-KRIPlX*9kbuTV9iVXTmFk$U$7)EjfL-we$Y&-6EHf%A?#^K z%S@VU)PVo!2#SMl*b&=eQ7Ebv<$YOOPRC!MA6*ic#8!ys?ambSP#na+M2gxx_rfNxGC%3ctsnM7gZJcvvVF zh|QXp(Ao8b%xO%c8PpX&)pNDYEM~g3vJ+I{ z&E^|DLU(lxgJF=&9<`9ya4yQFUB$=#Fy+S4X!wTvfUBcU%l>di_RCUz{b7Lq+j(ks6&mIIgf+N?L0)t^>^K|0C?;TEb0pQ-`){^&rgpxZz! zqspmYsgibVL$E(iq7vZJ2|MF4m@GzS-|cS`S~av>s1xdDQWg522&Ge+ZH?j&vyWnr z6`HLDCx#d2+#h`B$mz?!FCL_bw`yo2rGlww=Pc=8(~$TCtx zJ~SrNX1k1$Mrl+ot1oN3wyPR*sftm_NTeV-u7TM>c#?V4LkKQX{%pjL> zVWvG*k+*E168&n84K$+q6dx4c$|SrSJW&yK)G~i(tBM-rX=(L~GRdS8;RcPj@4-l` zp>qXV7)xjgodUN%rZe#O)Yx7NgPb^uqv0yUs!G>+BXlK?>}sxnYTA3aF60oqZsZt; z*#_oNjDFL@CGAqCtsRzw59N7zm0X4W0M5}|>pt8Fd=0hDMfi*=$eCChCSompBmtgL z6L4t?E3r8w$i}c9_hM1A73AP{+QYf)_?8^XDVze?)JWKA-|=LVt?Yi3OuMxY{@hbg zKe_}GEN>izqmW8RpqtEuO#N9peP~^VG`W+m!YE@WrOE4%K|QSu8fd-YW$h7+hGUvrA@F2 z^2v3u4!)-1@>eJ(H$e|tsqL}hw6>uEy6Z=FvJSaNgWL=X#p)@!u(z5bncG|5o;$YY*whK2m z?iPE5MSH|d9tjoj84iT9n4$COc0>7Y2Izmuxre~D%Cpn9w8$`O1bj^OWl zo^FZTVx0U}*H|<_|7E9W%C7In1`ocYOZ*U?icFpT{}NBc4R|7^n3wUnR-FHcm*O7Y z!+*p-;Cg~5Ebwpbv97`@a$WHjexiNDUc4{Pz}~EPJLh#pX&^7*4eSlKakH)%rp$*M z#750na;w2c;YS?_FjtQ}J4_I_xf!O3t(2r!!Z$i!y7eXk*9w zoEP8FCatw=%74w~IEo5G5$!++BFm~U0yC(Zu0f;lBJHAweFjbYpV`iEiK7EPqZzJu zRy!+rDJNKWyosya^LIO~A-xmuvF_AIh5_RHcXkB=IN&)98Wc(z$xuoIqh4s&On z&5s1;S(S`Vc$hQ!OWYGk#B{5i@o_NO7wPGWD|6rC>wLiKr)xleOf)KZuJR|I4C@A8 z=C6a7I6>#ehMwWt^-eQ7U>V~JV~ExjC`mhFQ+{uZ)4eHEuu#}o9ETO{$yiDrFaqA2 z_Aj_Vo|UuVHFe`|~5SJZ?~l-a$Nw zE22v!?Hj71X=P{!;ZhUhtOfi+HA0sKJYGNNd&(1;%AaZNSr2D(J)Fl4^|8A8X}(p> zkbTPMHP-V6-sNoImgu&hxfSklx>-G}5rNiN#Box^*2Mz?%sCt zt+5LCih-CS%0m~?NemY4tdjJFm`!ceR@uS)4Rbi-WykEFn!n;y@6R~dy8&~U8*l?| zvsYtF?_|4r}!6iY=95hs#FhORXY#C*{d>cJB29B$D7ahQe)M|;!>dcQc#6u)o&*dQs?RO7KoEnTWi+_uvD}H16PQ3xLhnl z##LgyW}{dqI>I_ph&w{4nxQ?&akwi!gSyso{2Z#79keFw{{K`r9%@Z@LcUjbeIUiN z7Q4&eRV258yxajYRZI7c47372uT$@+iEIj^aTXM$(ZUB3lEp}{^a>5=Dm7kb${N^4 zYvnG`LS%zALPBlP2x>w%5#>BFzjm6@zakp$so%sDm;}FxLgesLIRL+)9WaviYR!BU zHfjYuAC8Gk@e>>uE8w&^D>~9Jx~?5q2F$asi7~pqe+6swov#ub)J|*ztMpbFx8-PF z4c(|0S!#;832O5usB51Wwd`|ZGF}u@(Nt5lXGk;C%%8MN+X+|1uP{o_&{5c`qx!Dc zr$=yI+!ZIZ`~4HJ-QaYEqTVXU--4K6M zD}mxC^PkWL1l}sN$m*zi$3#<{>gkDAasFH8Zs!m46+V+sEteh&g!C#^R zU!`~~2uboHY^6CO52OeM!`wHFVu<)x*Tp7qS=5J~;+*(eJKuAnyQU@BdM)z#G z@eGFOUmPmNictN{Fn!i2KCEl)WtgvB@*Hsv-nR%n$~4UFJ?6}2!15+NK8i6VL~3W!D_1%1Mo>`SL%;X~+^ zDj5=Qcc+?m=dd#Nc&aES>PW34N}>h%prddr=vi@D)P*|GKu2zIyrgG#6AspDKfmEuI=o!X$*yzFZFdPDw0*#j%(sIZ)N(V33vi+4xa@Cp*bT z(p8?j_2`mCiXMxE8loGediVNY;7i|-kS*TA-dfs2zcB6^vv9vL4GYO1@kcCgAM}*B z?|Y6LhOUUF+-aTQ3~q;(lg>xY2UySO4RL$~bsmt5v8i<5%r%40vsj;%Cstz%*rrTw z1>s#60_`|qwJhm+L z0`}|GUPjiY+7t<{cdurRpjzgi+U35Gt~VZrm0>sSp$0gJ3c(t7l~ieP-|`Pd*D=2L zla=+E$yfzys1fKYs|Kn%xYX8kS8m@>GY_AV+c$)%%I)W&+h@~i;y3IFZZ37-INwwq zV7Sc2ZJ{mnmu>a&ZMY5H?f0Lx1$X~{+ihVBhH@|1YYGxdJ8%B~_8#rU1r61T`mFga zOqJc_8r4LPWhS=QW9(xTfo3|I3qpQqOxd7_UhlnR1h{-7BVnMjA+J{SF^~;PVXP@Z zK`4ci2N_I^QUUf51A~tw1f@k`JV6~77r7@UVpp64^I%-e;e4&pmb5UhDtA_YC`sjm1>;Jzi(G*j>Xt_9s4N->aAGB}<1_>|dV2 zKkTJ^&pa4C#(&sR+K(sT2J6TN(+=1U=a|Qj(4Nk+vit-)&Qjqxn*?<*jg5ytSWB8{ zwoGI(PzoorYVZ+!&z7?N(1LA;w$O|2}yX;+*c#M7Oy~I@s-F8x#3q) z%UaKyVq+Xd%@AY>_=}f-fKwbo@&{T@rBx>^3Ja+V7Kh?+k)P+ws2r4oL0A_0;~*>~ z3&iMT`766RNNotU7y&oN;EU(ySx(&!3YGg#P7zGQE(xM(9I z;3JBIVSJOw1y!t8n9nz#Dyzn-fUF1}4|!P_V6M6y*21co1G-ZZBtc#nN<-<5%m?0D zL-Q00!aw3XPu1zXg#4X`;YUzUegt*lrD~YbR$yaj1Z%}KeI6V5dqPjRh?lS@d;xt7 zx6oT27A^U0>}y7E#Bdk}Lrwb^py4or|L+=SGz^AAgf$XI!Z&<0_*^73dmxQ~IeaY4 z=JV_kkZ#X}>uM&@By+R^$__!NaoGKyz9HYYiQ=*SDb6(1cdODriWJ zsX4W#FZ8Emixm;o5CXsT{G{`|yVH!+_+%(U4{)_L7EaXg*Tis7|6gD(13g`Ii z$^1M9OY(TkjHP%M>?AwOwJ{7C3M_2f+%I$LEWrS`F{iY+#IVdO8^|)ev|)wYP_{Sw z=frjP4!a5eQ8(xN^%B0DEo7(Jd$`0du|MD_ETC)b8XHH8=sY}Rzu{i9?Q913*>OCH zPuLUoH#?7y**SQ|uETYB&YrVJX5STfm2IR8Z~-2$N9+(jVn@uZ-N@6;UN_)8{>`3c za3AiQ%uy2OiV9c}%VQQufD%}Z3SuElfbV1`h|Ay$-jKTS`ji>s4JENTMM4B*$Kqx= zNai!2%nJXK&18i(23Fd_rd>Az{+2IQj!`td2{H3hQdqOW0^IOCP>|yf9WxQyX zUi0F=DerCG?FCn{x7l_PyMx1r;aVyM(`ib^j2oi!%TiDRN_P6w#VQ3DSn6d z!*a4RcvzwejKgYB9nMl!n1~<41k?VH)?$K4fjyXy7vL!{&^}2^@B!VSI?x1KK@8u5 z8?Xti!_J}w9Kd$a2D0%#up@MYP8qc3k8lupbl?N{djuNC7xGC^PELU-(Ar9%SW35& zReh>&MR5x>_(;+Vdc|g9FATBYgG+t015tD&94VuvO<62Kmeekp*EK!V&KIm`O>-9V zWUPi$_;g;_N=A>NqL;`Mj#WNY({4utX(MceAK`}dslAX#&7vmiB6!?1{ARxU6L8M( zsdEGNlNTE|V52xezlwYCUpg$dI7>s%!Q)v5N7W5VhrQ-0?}giXFL<%GNOaUme1Zt^ z<`CqYu^D&>z8afCvLT%+3U67*NjCm#%7!4Si65HyO9S0i8?9|dC#UJe_Vkt-r8k{0qgd>nYWPLtP< z0E+@N7W`z9BZmX0iTvN~BVm;3JqGbrq7dJXpF&G$C%g>&f>N<1b!A;yU;fOOOg&VZ zF30z(gQh0@W9P8iiEZvms^|U+|Hm%a1o0wTw51foF6rgPT2zis^3m2Lm;@8d)g_p# z3saEBnD2TtjD{R07A8P6jW>5O8lGFbF@fKgDe$Q-%sapbsxSOUUB&u5+02Gy{#{(w6(Dq>G8qWXv@46la2n^qe$H%uS1#oBk*iGV7mhA-|8Xt^*IC`L z8%~Va9k~D(;8nF47h|$$DAr(_y%GES%slYzw(E;pVyPO30Wk(=s&CYA9FDo|g(^l& z#EBRy(%pG@SQQoD;?}@obM;FNGwiBSsdi)0ToehGa1M&^LTB|&?UPO27%C(u1g?ei z&^YS@sufX^`bRXNXr51xGj|!l02ZR9vI!06k7cAPrrOJ8xJiC0)|*-B=Re_QY;Nl3 zYP5B26L;sS2F%2oFbnUP=&Ng}1M_eWj<@pjq1GE}1gZF#@{1Z!1CG;f>MeFcWT2HV zk)NWS{>=WtR6A5JGEII)!d@tES<~dj=qi+Em8AjFYXjs>_o`beq6nqP&*Z0am0N%c zP(8WPEC+{YI@?5De>Z2A-YV9K3Hnm>Gd!mcI=h{t`WfDH-U~)#38`exuuEkEF1b|J z^pP?wEfci~0YL?#6n&hNyRs*0#0_5}_F#@HW;j&UEb0&Fcygh;%?iegXJll6vAU_5IHr;O&i37@c3 z_6gg_qF6Z=$r`X6tR5T3eqwD|Ay$xm!&tl{miuGb8SPxdx^hH<_tIP7R zp{xWfU}xBHR+&|0yI~!xV?Mva9H%IYW3i#r_Bi`-;b!DmDqG}{hZ z`SM)jS9zM%B{t1k>c7gD`qQkj5lj8e6AoG)+x_>r_t{PU&Hh{F2)B4#;s)PZ-%8&+ ze%R+)jeK#@g?%I9j)mI$2AC={kU!Of_}{wdhZ}esqqx`e)`=~w4cuGX9bV60hvz{t zlOrc%h^{KIi@B@qQ_xmT6P>LMYI5Kn?X#YVZ`Jh--J3>xXj)_sU4XLq*YhbxuT6m; zxR=NLMmc`Xhw(q{Sn(1L(}z$1X0RRbGklEy#VIV>$rT(CXcFij885>2GrlHAwuICC zG+%9<=EMD`c)f@d`~*+6QmyZ-j{bvuuGQJU&^p3<`;YPC{Cn#>KVw*Ho#CVW(s~1KHkGgsxDP*XPH?Q|!*q>%Dw0Z)&o_pZqZ2Z9lgnv@q%_Dd?b!K0^Vc zz+$j4kHf5n?3e>Ls#)AIIWa&Hw1VfPA5CR8%9vNi?2sM$^1d)tPo=Fa$*9DwtS4+| z+u6^oKMXWpY68qvo1qua%a5{^aEsDdY5bXOVXcj)stSwQ9azCCz<2BnoQFm1J2O5` z^-Wz{!)#p3*02_4w1xG6t!&%>;{)sj)%Z|Ti+*EE?EFo7wiQC zqs)P_2u@)LK@#`Da(z%$$3#ek>R1KG^Ul;s)S$(5o_ELJsjqBr^$j&Q`rw(|tG@T^7n1*3(5kmx{nMv6GLd z-*`zV1?!CW9f;l@WsL{!r^>@%+(H$gJiOqZC*DFYc?I}|DjCgM6>7+muz|{C9L+nI z=RUnp_m|b68mw1;nc6p2RuT1~9?UnYtDd1D{D2K$DSBF~o>(gq)H%$ndcY+tqnhz% z{4QP*?d*^oWfamF!+2QCqp1%Y1|t#aPx*y8&mUA7f~I0l!)aJT43`Tq*(meY=Ch~7 zeM}dgRvW~vza z?zxJh7zgz!9-f9?;cNWL_*&1=dd=%ct8oyL(tP)p(R<27z(|;(M#6M8n~%x3`mr$6 zWUUG2E1eoC_ZF3??5zQ7T3yXaStz^C5Tei8~vARnOh@ znD_Y5)a++?SKJqS{Lk=`ek3kCubqN{kW6&zgab4@Hbfz69pyJ!(nmR?vc_^!u`iw1 zW^$nQ#;;wV_u?(S!#A1{m>BXDeQYd|o1yLheM$4;ln@psswd@|5j7%Q#fmkKp@AD= za#q+-+zL}J8K#o5mds7L$?I#$I&zYmNa^lk{iV!{7u~=8o#j~FT+Vg#NY8a1PtI5JLh70?QnrK~x7FJiaiQ=3y&`-2bXTal-eaKY*a_Trl zS*}%4?1CY*)6Bo^(3^VGHq#rI;dG)-luXOvd#Fu?brxNYD$!=x6_LlN*oMY&KZ#zW z{?hwG5B1^DN__#3;ODv!FDV^K=K2aj8%$vZC_nYG_KETG0?kl2fSk-K&2fA&)@}UR z==3y9;+@21}xJNnGbsZ;W7#CL&Mqm|4Ri3*5bwG;0@VrKC_>49{ zf}KTtL50Ljkqv)xv*L%LiCEk&YR`zQXScFv2IgT$yQt`9HxGLnw`+I_-d1z%9J(;$ z(3JM`#^Q|D)&f`r1$}R=^>Vk-{SWmKGsl1~NB-(8)!*sX{)>14vxcIKwn}kI``b9n z#Zj#29L4^6nt19vU^M(i`zIF9+v7L5n2lxv@8TEmC2NPzSw|cIh$CRQ$*99wJXt1} z&&5$JY~1oOQ(fNhWw?qd5rqXzUF;{@@~yH89yFP$1AS%u?`qS^nY-Ub&((b0*VKmr zrfQwX^LRrf8_&6cPlfr06MUX&%dEmwgyzBqL!#Y=4q27xBdSP?O!im+17xCl8J{cs zVK|k_h9BBXsg8Q9H<&Ec&shu~)7P?(94AxZF<%ZI%U~V&#d1id6;MNa+OMBH$7`4) zj+d3`2LB$4>1FT8SU_CFf)&Q<59YbIUlMM;6s(}>)YOl0G~}WKtP&kJ z)p-nlNjKPBlT-eHv(|g|4)%ytQy~YlSQ>#NnJ_hTE0o7w*cp=WB_3lxzzP_T=h+Or zuU6v$xMecY9JAGA8Ukirs;h{L7mRb*>Y2Y`pGx82B zaIVl3I4vI09c2Q6d;83adIFc|A*>eHOUF!ORR07iO13G zDJDTv%m*LBe6~gGW;^HvUZutCD{%$~nWy{&_ps@3fGrX~z)JJPRzpKN$I!Q*CF^8TJqDV@G6eoJXVBEGiE9pdA})lwxg2fa@&LiV-^QzSTUH#t{HV-oz*gGyeG6~qgWNgA7-`yo9^rrlSQ&Z15;w)~r->S9vgKg_AxYxd?R^sO(N!QR-b%E$2 z`e)qh+ZEi8zuWcfUnBe4&)s}twVH_K1CtaJgR!eRX`DlEJZkN>y5lLMlP@`Kunjg- zUtwSMB|hcpe4l>+4h~JglJ;cd&==Xu!mF^UuaN+~+HNAao^31HSX32TA-9-l_Y_Cr zp8W%zgj2ALmeC25VRGq>_V@g)9tp!?BL7@{3B~O**u^OBE^rJx!U0?^xI0e**>1yzoplPaUF?fp>8`oj;tLYG2??;F9w+ z!iYm{2b0_n-6^q|cqaZ+d_KK2TaVZfukRMqn_?U3Cc1lQq3^10%FFl$`EEy@X3gM* zQ5e6lTKGE)sAH@z_QPe+jDIQe`%|2ASUYqdw>u~Fix8uCTDV>XW%M53n_Bx0UpQX1 zeW$&(x5g7c)UR+%NYr{&ZE$5TQ0Nu7oZsv|5?!H9~qLPYCIzGTsu z zZgf*Ng(k29pVLOZo%hkU(fa=wg*gTWzm`|Osr0Rv!)D+AvYQY3KKQ6CB4;e5t9!CPzXuli^yjW0;vD`3P)H z9q1yv$ZE>f=Dof6!1%IDCT~AyY2pUHU@zHCqZw=wA+us@qmfHsJnS%;(+3ra`6|(W zRaR?@PUdy^FLo21617pka`RvxS(7KC*Z%E0$Q;UPvd%Sgobt!3>XW@t1T>c)t$+r4CzH#eI56@8P-tR9u?( zgJy4u(Nd$vc%8)#o4S`L*MZU{F-_49)Im4~FqP?5Rs%gB_ zFt(R{7Hk>ZY_;IigI5E0G7pJZ=d5tIsxx?WF^X!v(N?8kADyEaSQ9)_qH@~}WqBEu>9pSLY}O0K5o{hkL)`UE7LR>< zut~&j+>N_@h4poNh;J1(_N51|tGsR=Cs9Vw6qrYu`Pb|ff64DyEVhr;(hB;8e=Tog zMy;(;F;Bw7tdZ82Ig+!b#&^i!v?XvS-%ZrkJ+pa zWoZ*=E|YTS&GxzcTrPJv)w&wKn3y6z&wb22?lzI{!wVDZXYHAFmOIC-E~mJEgp12= zZc*9EEhamVL+w{v8^VBPqSB3+*7=5^0NRdrZQ zkX`7Rd@E6nqQeObOkL{h+zIceBhfh`R;#mdt5w6uqS?E-*?E7r5FhAni#+Sj_kHUN zTc@(#j=5ls&2u}}mnk`Cubl7QSI%qWaQB4L@q|92uZW_d&0@H7P~60ucn5#hcTIl> zYbLDmA9Zev;_l$^v8eXe=T;BvTXRoSW3*}-9Bus%00030|6F->v{uFU{_MRcPQH1& z3oc#K(k&p3NOuT=peP84lypmnbcaY?K)O*HKBRQ_1xdZaZ(dm6e}3y(d!IS6?s?D5 zj^~+M*Brs;V9+fu=Hc(&BWeZ~6aP~sh4LM@ZYJgMt-@8f#R?c}G1^#%okSHQ-Tqnp zfxpL|i|+2Zj8|}>k&$v2k?*B&{*Fh8jj$C4P$fkW0qw+A{*>K>Edca8%a8eRD;vSP z;4(2)G{>!KADc!S`F_e|SK%4GV=<~RZ_I;s7wSS4V>?g>n(U5puLjfHVe%v2la&0j zfQ+K!QE`+^bG#G09i14eYc?>8$-?hZ%PcJ0InfkD(HePW7==+uGhXI4JyhCBl732& zIZT&qij=XkxRV}hIvy!0EbX=brFbD8+0$iIl;0QdHSiYk+;N}E>u$Ex>0#qtGxkoA zEpku31HtXVNph0>EjX&y!eIWGQ8L1fa6eApo3=?Tjr-2d5ZV1NBHl&F$TI#u_BPSS z{=sIEJLCG>ZzIb2cZ&Y@4zWYz&rvI7{zv8g)t#GZ>9SFvkkdLUTBgd5fss+EGQ0dC z&^M}b)cCY~jw>sr6;Ci_l;cQO4os^U7@3xm_Snv}52vn)U+iD#zb+ca*NI8GlSvEc|u8J~c{2Hu871YsM`Tv(hI-Oc99@ zhpqOB2g7`cL&Flq$5ymx7-q-qH?p!tL~qa5(3t3(-2<{oSX*jIecf&HzHhJGFY{P8V>ZYbD`;iNO)}ORZjHAB9#8{F zDUU~~uAWDM?P{F&Pj!cms~z@^V4v76_CtC^2kf=pm-K=jd!ASsMoz5F>+=56b=&b? zJko4t4|U69y#0@H!JT2>wr}v>DvN*ZEcJYiw|H~)Kl2Iii+%6~|629KemD@X2YcaT zp5RY%N~`1C=d{B+=BD5Sp634skC`o0d(}zhQMc^fd^g|3n_~-H%Ad*!{G@E=ZDxHe z)49i!NxSX!_HDXGJE?>kLkD0a?S*|B%jGk^3Rc1*Gn&Hb7d{e3!3cB;8%W^9b;o@06W7Dscq&2F_QITmDyKp4J*$K7{)5;vnuQ)JFZcM z<%QMQiWw|{71Y=L&T%UWKY_#YupG>Y3HLvCkqv|tXoVZtZk7v8b4xcCL;U2b^S#(NGqG_}XK&*l0Sdd%^#7 zUHB0fsb|jMz-kOLx{I&HX8c<86a|gZBF-)V3r0P#uvM+sUeMiOo-KmaM-}+0g3Oga2PG#qrbi{pzLZK zhOd0boU?EjXL)DC5cnQ0i%$GCwz7u8T9|GOr+_-6{xDy`6M9N--~(#<`qSu$w$@fC zEV>xojn?EBt*H%F@UDZ-G|Meyb)a>y4tC1c6fJ7HE#y8v1%7^yRQl8$;AVGr!Y&wU zRTO{83^)XT=njw~zNFk@3-qKBb{l&mp8zQ|3kuT=C~DW22{af6!*~1_b0Ypl{c(~Cp+^`10AV`+6lwU69 zV<3sZo&uBMrrQiVFpI^rxUf#{8Px<#s!XTYY1T<+%{V-(M{}WvIKVn%3>6i#X%5|D z^K>1v;Y%x$3@{-tf2CX~!i!Qz@|$&H=ecLn=gG2ec{fM$Tsc>cmXYpg?W5fJ!D`V3 z!h}F?fw-G)dGlCo74xP$AW+im8E76T8@Qi(%Q$4T<@dr{^Va-G_~+bqyZP4|pYu`S zlZ}(EFF3+Hz(<%)u!?7pxr?8VJRLd2%pLWk=QOVwJjJUA7n)Uq^Ube3c2ue0G2S_9 zc<_f{hu|7>jk(awm3+xP?OKu3_!jr$*jb5Vc;P^^Jk5C5g!Bh~LBg)5ZdjMCA3T-SOwZ`R=#*0w9XvvZHKwa0 z)HCNuRo{MM1>+mhBy)@Eg+n0>r?GUnfPZ6t>Cmi{T*rf-bh#oz5?I zQ)$TObQC4jVK@R{7FA>QwT0pgoufza2tF4XumP^{VRD;nNA2mnJQ9}6TJCnI(kjk- zkjASF`W*g%CD?1IwOUJCta0>Ec6B$%D60jvpcrejY)T#6UuAQulsJr* z>iY>QL5-&*HI61xy6UC2(k?1zZ>C;qJC(Gn*sX4b?pW2; zB3eY%RdqGVvy@(1OQ?>T>lquJ5MN0h_s8nU87qI16=;uHp30MOKlbf$A6SbhD$v_g zO3k4=mWsI-KQr3_inCvZ*HR7CXKDqlptsg?s;|P5pC;8)1p`&oM}bhqd1!_F9J*wc zR=>~%D`aI_`p;%>O}_#(b2u#z`6x99tfw=vg6?&nd#dY-6YW@HD?5kAA* z$A32$vUbMLSb$H53hK13c)!tk*g%uTX8H@RfFH~9zQ!smDl#i(Bfhd41^41U>@4bt zrJAEYSC5S->~A%Y#d%5o%+pKez?@i(C*mNZolL_tOvOq(1(#S!nBgShUMCrovAS6s z=kY6;2Z_$Gbe5a>>|&ykze|iOqAgooH_v#knVEciN+vIrJ}Y?Cyu**j#RrF&)jYfT z=r|*|n-4X&^BsIA&kAG(-UgOLJ`9wKI?vad$2`wHnZYc6E4_<|V=Gu5-H|V_oGe@} zuxp2X$S8 z+O)P-gyj_Vt-kM9qgAvJro{yc64D}JSpG2A>#@ST9&aE_iX@iCs<9yRFo*psB4U-W z!*sewa|?t_aJ`q~hbArMFWhJDV!oKyGHaQO`4hLASxq0O2CAEj_G z?B`xIs=8fx!_<%5{ko=ou>Hn(e@9-#O-;|nF}{N{(3euMfbnBk9FOD0jU*l!92>ER zhN<1Uhc#7)#WC^LcM9V@asGSa1>OvMi?76U{L}s$AKC%ung5aT*tjO@#MC-XyLDAMtFeV{!yUM% zagnNeCy8I_47{-B(|lUbQ#G?22OD%3oC4c;ZYoG6sGBTI)1Z}{0kdJwd;Id=`pUUb zj+V*KD8|ssgqE(sIjksIz!|2l>Dsst&a=lXidB<6We%sC)d@PY47kp2uw76G_COK5 z%X+cD*}qyNy@i!5fqw-%s39I;&nVu$0uL~YF~}q9YDVOGu85Ip7GLZ+BnKFssWT1t ze=ZI{eQ^*9tCe&X>ZyL>1RS&u>AIUs9fM==3;m<($12LfBH$+$1Al7nJClk-8JNQ^ zLO(16Wnmtx1JBtWb=Ue#d`3;EH)iqjn(qzOylge^N;NP;)WGZzLIoA1p!g5|gV}h6 zO~eT}TzA~bcwIBqiyA#?3tVQG_;+}kEi*_FkY^Le;2}Ff|1xDb#Na>S zU_c`b`^pGt#4A!h&G+`GW;BRb!5O@!xmWb3#@H0cJIAQ09F5t~1I4%lE~HaY9)tjV z#;eemJPDE@8`RL+(}rX!!_#4-jMs6I2Zqr9{5Zu%4}@gDj7Zm0r|~ z_h($s%m7-VGg0CiwpRDK7Qk>9_JCb%m*y6~!BgCe3-CKu4_m?wRzoY^?mCxG;E!w^ z1R)PD)NhZa`Rp+?hBfS0=3-eWt!K78REARUC(K|MU@2S1R_mEwpsgvi*S}&t8w=Sf z6iZd;G+P2o#RR;-X5bOH%XY(GdNy0|+w3+w3J=%=wvwjORv1VR*=TtcPU3Y~qvMTZ z6IjJovbN9>Hn3y3j$OnV&|P=wI%*z#gD2T3HcnNQf`5*!_)X6cFlY#Tfvce?j>PWp z4WFpzD~Tq+RM^g2>iC`x)8JoKgl6jKzpc{gGfBqxvW3h;+juQG(e%0VAiH8LOr5=EToL`Sq*wM0X$KOE6V&*O8sO|#gY zFkDW90y?v&zxN?jqDk@zUj&bNlqe~-!w!vIP({3zn_#e3gjK~Zy$ZYZwITEzu8P-? zNe}25T+^f1aEo4Pzh7-sneYKm;VNaqb=t31n@{xkDcqpH;jp@{M^E87ywGg@4LqZl z@Grcif3<(Bk>636%ZZZl(#0t5U{g;FkKvtsG2F$Cp3Tm6PY2mp#$f|(#d$7o4RfvT zr#Fm-qM;Z|dByGMyrP3O6K7)OKuIwNONnH|@SMeQ(M|1@;*8Gd&EgVX#*h8m#TD%2 zxq&xunXzANF*0$9=RTei$HiSdE>_z2v7dh^h6Rd>Jt|cc5VP^Fnr_u~S7H;C{YGH)v1vLwB>1K2(|$3|#9TA3|Z$$_)DN}R%NV!7w8;gx>b%}LSP z*`(4@KIxT6Tyi;!eW`WtGCYU(;RSoZEAS0sBmafI#~!L8bg;jc*R(#b0X5(nGI`4E_{ESkvIs6=XGPS!C!754E$bb-%vIS zPV-;^l-CL|boZn+TC4iW{3jU0UCF2)ywL2o6ZeQSY!r9R9_onIz_ZwjSG%Gf%XZec zbivJ(y{VJ6(JkZ7m6>Ka_o-Qz&d2{EYtsnd9QnY!VqP{UQ!lDPUr=_IY(McmFh8Y3 z!J0HxPLZO5RY*X598Q#ECPjL7Msl`%bC6v=4la%n1_@p z67ff)3a`pP;XP$K`rNH@2e0L6ho44FHVaW}`PSQ3{^2z8ev5m}vZ^ya^PT5aRXz2m z`GohuKKPRNP<=7e`~mw$Bx{z{RYb9VtOYyHy0K=^o4sVCA;?GKBDRFDVisS)8c-2B zr|XvwTbb3wW>po(QH<<^Td0h#bo;c9f9M{f0rFEAkJTVQjG_F{9Ls4YRv3$6EaZWJ zk>D+6CQ6q|c$3U<86jc=t^CNm0@MsTh?Fy`W?&zhhZB_Vu|b%_61936ERVNQ9u%KToI zrVWXG%tWficCyCoq~>$^nASsV0=!|{G^^Xr_Gu1y6&vx};tLrD`LPA1>b_JDL%SZ= z*>bGP$Lfx`5Ngu~*bUS48`t6qI1c+TlV!4}?3V7uOXU-|kI&#A_5!llE3M*ZiS5Qv zY$|uF9oSmy*X3e`IEP=sWo=h=9bX-|iH)sy=x7!d$_1_9Xe`9hM9A{RiS@c-#oHI* zB1{mMpr_hGTj&IQz>+Hum8#F+$vN|G+;m%|3*a#auC8OvLqJpIOtjpNK!>31=*Zi;*}Qm#MKh z7RTXQwOQpA({TEG6cUBR42%d&#tbz~)HcS7gJ^qJ=qj~ZoW(Vwn|%(48|Sf(=Q92- zZsSpH-+I;>MFX5 zYHFRXmwnVG+C-P&Jp4-kgP+83{VgA^T!Ej=+wiNn1-IZJ9nf8CKkcVmaDXeDcG4vEy?G0c(P@pP z>OO=N{{^~0w^XQ?)iA>BPR2AbTO5wqr~Anm)&-X0eqC2G*d~?(T^fj|U;%&3j^Z+Y zLo4i)_*Apy(sY9L#6|Fh`im8k2Vppkrk?yT++lZEJF!7$%R2f4pTd3f1!b|9@KWi_6bzcI197c3|3w1$YCrN z$LQMML-Vp3;f454I%R%D9pwzOtt?1wWE<@ZQ71XeoMoPLickoro$RU2WCQtw+1sok zYsl=>%gjk3e5BDqeniD7F_=%E=c1F|2Kvcd)IctEmO8m8gl6)gbHgkJV_+CAgR`tF z`%2s2`nTAcjqbpWnz?)~>tj7*J=Eh@*%daNzUN2brXFqA&tG9fblyH>kJwcqPz7>C zSUeyTxlcz;eJh2xaB@p8R}mC zD34mh588<;Q6+df>nb_ld)c^#-8?t(N#bz-W9;W_mMv(T+^#uRlC@K|q<-#p?KexW z_0F6l>riOtY_2Tl9+pRC5$m{|>R$7;()YK>2&*}TEYkX2pS_NJ6c*Y$&63|+uigIC z&l+eACZz_`U>fHiOl9O6LHr1t$@7@wIcNK~W>|6kJ2Th@{s|P*ohr2BxSQ=}F`@}JlZRjhG@~r7EHCRhPmzgHp5R!TZY}kD z)C3FFOZiHc^;fmp#GZDGg#GQ*=1YwFMp;=|_sY~ONBD$fT8)P?=7oOe zJB{b`Li5qbaDqZLt(SQNmWZo5zlQ2OudGhO0tz=5(lY8P!p*rfPwV5`S|xuYPV3Hf zR6nstO@wpeqWhBfQ3DmzFB+jnD6jRi8jjOcC2yR_rj>YQ)fGp3F7m6qsp^USHTtM5 z{)ztrFQ>X-7wnAt%su9}7(x^EHQwa6`PX>Kj#kYuTs6nvd2?)zQECgn<<8&}`6#|d zw&AsScO#%HXAwQ$5g3lS^*4uOuJ=CTeT6KjYvoQ~B(8S;wCeGk*pLs9AK`POFE4{- zaff{5>0u0t?`iCcPe?iERO6$Z_D(XdU?lS+QK>wYzX&wto&0%lm~6uH;s@lxV^)6e z|6Lg;3*iX=L1T(uqEKD`U>*1reZ3U+=8ufkvJ{rqD1&`?DGXtw{9eDmxbr}($x~+uj7rep|3vH$2U5A>*I6z z%B^PB!B4T5{WCu=tKomfZ?YqQV$Co*$3bOVUUy*inqh=r*08+>|&Z{hQ1}yZqEy0 z2yJ*l6#inot}MftIr!ffsN*ndy2axbi; zQdFvHgKe;_M(9{leTf(OU%a|{sORVd8awUPOK(VZ)E8~US_~Sm)G}OwjWl;%j&D`y zf7!~YEYjRkBEs!$-B)w*fvPF$YDKi!T94~-1D5e^&_2#sk1@vjU?bdYj|#R`Rh)PH z1^>&_4}D^~8i(oPfSQRX)GVy#-RB&4OwCND;AE_3P1M|FpginMaEcf~{19!STAEjS z^o*8~;TVN+n21RlEdrt1`<(XKne>Ea>CCzTyJ#ylR!5+P7--CpACt$(Vbq{n8qfGs zz5psxXisT26xCX^svHAL_;@HQQ|P6d39~fz@q850G$YNa5E?a*li~lz6v$0^^u5XY z>Hh}+0RR6)Sp}F?RlD9_tk`j4W@u*U5)cVV5fG6^Mg{2(0g;l9krSQ^?%MF*d!P4NYscAVpS||_zVChCbtc1PC`glFJp9DzsG^q$VHyrW zdngPs=mUe{2k33uOB@8x@ILl{hTH?nsqWAX){EsB3v--Cptzy<8oq+XxKcKPrqKBR zupXO06IhP3u`bjFzpn+KgTG%BmSKIU4-4@N_yS^K2G)T)R1fNj`tXWwslqfBikLP9 zrh?y3Hb{gVa;eH8x2sZAla|0n=qfInUoXYku?FYG4%~r1#Phm5e#7i`;H9z*?vn|e z#MMx!^Wh$Nog1jX_!&P5Ca45OB2K08a~^~*7@c^W>4iiRCgE(Agk!L>lL4mUr`8iI zCU`DTLk|=m>5ueKf$ku&4f~7Ix}@HUK8on3;VtOny3vt;g1V$cSxdhKPka zCKfutVlhKj5R<8i8pspiCU>!Ki)-9cmKU#RxM&TL+z^h^?>fo6splr*`tuL)8b8%n z;0pA%yV!^51{|S(C`lH;$Fx7lJRt`216bnIe}a0pAuoLodkU>I9^VH~JqFa}4a zPvAtZg3)$$td3Q244;zO>^$}*c}dp9$y^%?+y92Dna`(j4V;{=I*#M9+&OC|JD&H* zO6a2(FP81NUZ@Zj#Cq)ay<}w`qU*`5_#s!|ujQ9=sOLKO;CDJrr|717LI1)JqN(~1 zq|gF!j8>_G>LyK2{}LY1TK5G!5D&x)cmdDMb=fja^Gb0}OwiT17UxGF4LCBeUpL}m zQ7d!<9w3i610)5mIP0|k_M7w9Jjsie9%s@qPJkWECbMt|LuTYYVx2HXU}1S7T#mEh z$6S$fU{35S=NT-LeqMItC9*8`Ff&*ZiyE}#mb@aO4}a|Du&49q=;Nf_R^7IHnj9U1 zL$I%U#)GlH>W??=f4F-@P>jR{>S#m;k=|tONRziy)KA_lH4-DlGzFm_@LtpqWHA(n zd;a$asW^Pi>{#L@zvKbf7w_^7?uuu*9Tre6@J{3%Igx{Qsw8`l?9b(}H|KWe%9gxS zzmLthFkW#Q^B!lrGhBC&$>v?QaFZ^At92o4#6?Ui zgkSLt-A%?|R*W`iBC}&t`Ac}P%!9S~Q_gALU16DB9tbXkRQmuH4X@SS_NV*F@dm?zq8@QJZ-Kceb100XLo6z|FCv-4NfQ z5q@JIlY{w<9>D!Mm&&bn^9cK{+XBzH{p}X`gK1m21x^bNag)_`NEU6?X*dHdRf6~( z7SKM}2P0`OB+>ym1clX6Xk@Z@CUp`acaCUjx3uSq!74{!n7RT()gN%#U>!{qm!Xh* z8ODeW5U#0vixb{Oo`gK04Bgq^S#ra6h` z>`r~wKB?9yNw-B`*dQL$Oq`B2Ad5&e^L|gy!g}x%60eeJ;!9bYifeQ{v0d(zE$O(s z8k*A@SOY)5#TqE+J~i)Z3IFUw$>|(PBVi;&QX(Y7Sja)+V4UeclanF$+x=g7j5(hS zquyex$fb6O2Y3S0%b{F^3J3|gghq`F1Vv>?q>+Om5|CGFC``5abIJlSPzrBSbx6cv zSP3c{RD!`+5ngh67=V2+uMA-skp%sD=nYX3R;hIqMlNjDS2?m8#)q zm;IkDchwXHB)lk$IEkzG;8iv~&+*pp~RHpzAlyUNB6TcszAIY7>5tv2C;CpchhI^B! zl{f}t#c+|!{!Wxv$KWVjckTt~Dr;8H6aG=mIu0;2J;?0~)S zAs@8|;XsT>A;x&aaI~7DrhAE)h`F5&3c{@SI>(&6dSv=CPO9A)|2Ar1PNq+Ar!49I z!0{Z%6>*!4Guy&$(?Cy?i0}mcb9o_y;IrL#GJUy$%VNw7mn3= zusZuXqb7GXpI`Fwnk$bw1@WY5O}I`#m@GRX$8fZr%<1eZn8=@^k71GD$(eR5SPeErcm@34Bg}@lsd{u~bgq;yb(m;^i0akMLZ*NBJoqO@v8MoZ8AC;YW8Zto?8N z{|sy2ViPoR*6Y4BfRuV3nm`vKCYjlaRsFL+TOv%kSR3^5g9 z6-^TU9L^F~V6!+!%hgpF3ODgGY_jIiO9Et!H&JuT>Mb5v53L2_PphANY@HYTd5%sq zO0%`y02-L=UWrF#bNEg66zAnG%*Xq%4YUQn72?X=56uF zG_2)9RGj9)4UUM+Biq^VbZyxq=WXf1X*CDaVM;>4=6a2C$NdfGq* z-9KQidGh;miEa=vK)0j^az9+xZN+wPq-d_ry^Z7)x(sn@FI|PbbPYzUL*%QELv-4G z4u6X0a98}H(jW~sM%_~{;Uzo~uizd2vL8`uAPt_wE%gGtV0szkf}UR^a_G!5tIWV% zz06o$_Hk03_ppFri6rTB>Q;T*#OlX5I#3P&3jHoSxZ9l=)eTm`YikD16c_F4&_lA` zrlTU8xMTTuIhOO;u^5Zv+{*SsKJ0d~zp=OTx^Ncnc+@LS3%;=j<6!J<__LeIlo)3e zj>1e%w3C3@obsVjm_hhwM&Ue_$r*u>&M<7}E%Bm-Cu(?=)EVxCC%L0(zj45O=}xqh z?N->%ekK=leKfGY#(nMxJKo-AxMO?9UECT++6TC>N;QnyT|MVGjKd$$e})7v9&ZHi z+iBcO^~2M_-uNd!;IF*j?NfGN{EM$d#fVjEEUr{J#4&rh-5EcNtcoY)c+M04Q~Gx< zqCQanx*@NE>V%!}TO8w+=G0&W7v-n&l>OAs9q0=_Qrx@P+c=j#aKY5+K5zFLsy^@t z`-1Ne`kK9+u7Bknyk^h?imLYT5q}Gvpd+-0TDloD6F(b$RRf}EDz(BKfqvdDXTQ-` zIk>)4G<;oM6nAKeyL_7(eu4b$jLaYj{wLCAa)7xIrV$zEqyq)+KH zs!9tC7dEF9xm~s)zY?U%wU9xi%0u!OSO+6`82E@cPAgglDZy-gOyiOE7qlFf{TI*p zZ^LVgVKIcndN?lE!1%xfItUY}u^3PH^+8zU1j7@kiI_kWsH-S!Pg9R5v-cqnaPr~% z7;r0F^Q?kaQLBLcpNNupPJheuLd^r`bQkVov{Y&LuA6Kp+WFKz{xaAG4{&L9lKpvK zYInkq)D`|lHT7b>p7=f9qvn2qwvUe4iJ=b6ySK z>gLpf=E5bO1s@o#@Yv*BbD7HL%<)`<#qckGK@a#YpSJJtT-l1&nfdKVr(^|Zotg2B zBC}WrzrZ1x+gSrGDJ<5&y0^$?X0#KnhYfI6Mv2xYO8%C^oE=a}R1$-!vWTZ&;aB)Z zd?Ua<0!N^gXd|YRzdxO3&{5dv4HQes$8wq~56}jfNhNhz^Q<2m2byeZx38u~L)h@( z9H>m!cs|UBr(DOx(>W8Z6YXg*19F+z^P?|4E#*5-HW~{_1_{ti^@GRQ4F+A^AMgKxXuo+9!hla7XVS=Q3^=3w5fvh5JP3U=x|9jtSe0YoV}JW@SbK8y!3J zvs$iV#98md$fmfPU%8*CX?A<#vOFy4ucqx6)@@u-h5v^%+RJ63{eDJdV z8~?#4_*3wJzK?5j+@L?GEtjDCR%UCm^{>?m8d=S(!f?_$V|B8=wXRs*t)?^{&sz;- zURckO_G)Yhb-kP_0T!r8ngAtfr#%lIvlW;Qp#3$kVzgZzG0*Ei^D=KP9r3P<`*c^m zwBOKcy628EygS&=sG4DB)f{7tqdT0j6{d1~{FPa~l1sQAzLE>w40aZ5t$n>wRko9r zj1RBC&14zQf?s={bTOyQ9BR%jjGD-0Pv9D+-c8|}cuC%{eLp=Cql`uvjakHK9Ai)~ zv|N>Oma8gGHD>~57h}!2GETJEq$c7uuSaMi<`UV=*?SRw?_;IPCa!u7oRjK;nuB-J z&Bk+TDK5jfV8ypgeu{mivBEyXov|}^!D{L(ud?@Yg3%g#4ez%${kyG?$@Z_jK3poe zz<%a-#IeCE+yk$20k1oD!_9VAyv*IqURNyOt;B84Ij6H&;gD`9ZU)-uR{Aiu(Jl0Q zZcANP@56l7?;^1YBl={!MFMn)nTB0QF8`|E7~iZ{lUxiWWT zR`0NTH{z9RdH-sVc6y*Jc8yFfxs*Y=Uq>r}BiyU$Zn~|paqy7QaPPlWa_w=JT|Mwv)d_qpK>r=?5z0bB-o?H8AwERc zt#9QvuOO3tpZh>xj-dajsnA&Vkn>=K{7^4|$%efSdUx=m7zx$wrR=(;=?s^r?E0pu z{Wp0UbeAK{)s-o~e(Xj?1tO|&2bnk2O{NQym(J^K=Cdo_PJfxFW%3>BLY+PICGR&% zqV`)IlpiW&3)Kvcfu7bhs}|IOaZY~2k@>l)IBWY) zJs6qENT zUt>SEXfPykIyu(q&&{02Mx#E(ZK5NbG0Ls8oCUKWm1E^V7|3J~;~_AN{oV)CyX{~| zbdZpSv9!rV2aWzUER**MyOYO zJSRsFduJ%Wahg{z zINXA^zaD)z=toqsY~3PmqmSdl?{fzG=>yT%alSZ?^Ta~2ReWS!z#VkeI*Fc9$=?}P zs*9IJKk7^Qp$;~s+*pxHU{dLnzrrWtAMD0EsEeLSA3#>a;CUf8R7JmCkX_*^l8l>dC=1hvM!n5~F7gD=fP+T&{0PO#$A12R3QLqX(AQtN)HiSx zPvBA$zm?qXdayW&C$S^kvCm?6sAzuW2X%^4%o9%%2ONp5jE0;*&n2lBvIE_5-**Zd zw4ui2iK5P4xgC6z6YZQ`vMJS|bNsP;n9uV|u18;*YTlOCf>OTkPo&zyU!B|wwM8PG zf@Sm@EH&FxaL+jjCn42oA$CJ5^!3J3D){iXQ^0e#b5S$S!(5#FG5Oo#)I`SH<6%6s zwoj<>u+#9fuRSx+NbqPl_i*Ci6~4ka=+8BrBluAIs}=3RANx$PIK0D*FU*TD7Gj|_ zowate3NBOmB0)K7k~4xx?GOKEZ?rq-TNo-O=cmtUKXLEr+hT#fgj>ZW3WX2tLb^NG(8G^ zV;|N#u!LwvxgndW%47Kptc`8V(Qh)h@d3GDv1m`9;s~ye<;|HqP}fw)+;5|>Dptow zvH--QpHKPWdlQ|r7*!E?hZ5c<(TJ<4UhvLmgG}Z=p8r2$K~q^47$nQ;be9*vJIse9 z*_&?5p0pK;i$11rMmPBiSD=a}t}YrEP=PAYI=c+bgqcv@RHkD%LsWFV;0YX{&){0I zUUYUZU{80exNIV=qq|zHHk8_k7VEs~6fCEa!e6nTO9$Y9QI(xVdDYG;VWn9!t;ZRr zyD9ds#$P{y_`nvGqPD2RVzRwV+=p|tU!0*Mv_WhVPv8L*i&!muzkV5dsoDk$ski7Y zs;HAtOD&~^)I%KcPC=Z=WBajn#zfC0qgV7g9J0)?^J4*8|L{ds(dO+jiUWpjqjEV0U60S##duvh^rU^Pr}{>3+9FibSAs2t6P%|^%0hilwRPJ^If$5tjw zTT>aa9S+Ntuum>k6L>fzyv0=Z>uWNs6WekAg8U+eAi5 z6Ccyzh{@QZw41Y;n!MkcY3>kj_-mcmBARiU$x5FYCma5sWA5v(7LEqLmiu=oPbR{6 zo0y%x|?&<5VK&p|3a2eqIsOm+@XV|W|i!{+kY65NfQ zp)=I7U7$G6(*TJ;cE4j`1W$m8&<3BwcwVc^I4Q74x8k8N6w;*pfkPq19>pqwWT!3F zr&{z9SEFhaj~WdGATPAB?Q{!RsUE^dDwVdWb2tblP%bk?$58{CtuHurun4$O9k2^l zf=W;f#!y8l4?DOFoYZAt8kK?P?Q(qv8}k?XBBsD4Sz!?TidS&E9SVQb6MR=M;D`8y zNb#mom(>9{04wmk zT7*Moth2rhTk%)*A^r|`RF=x4qo6Vtgy*Ob=Em!k1py}(d_+MJjD<2(1@l7_YD!hH zDdmPZD2Z{e!AE}@Vc&Fq)(PGSXzg6X4*VwH$I);X z?@B#J+OhmgU=+N@zXzMKat`2!rWt+3E98v((K@@uj-{#8RHsuNr+oycU;~wQj=~Z; z4#(jbjHNH2oIYu`!ZyJGs;MW?9@qn4!wJFnP{BC{r@jADAMJnRh+qL7gdV|J^gf+} zpWrn73@2e(WVJH6ZaZml0&*2oAOL&0wy9 zL->7j+*ZNsUWQi|OJS-hjtzN>*Nhu+Q+|<)VNpRV^NI~{JSW>2jK#tnh4lkHbp>ZH zJT#+dC;UI`fJ3m5YRFT53G2MQlzw_1zy6tiroZ3sef1^Nou2SISO*U|U#Ko+aBuTIWQ5AO(KH#FJ8N|>vCJW2p97!~_klBb0n0gq z;8h+7ZTU9-p-01LxPzl$bOb<+gJozDya(?K7Qerxx zJ5tB6eI4K+fIRF|O|v{xUh!K#=VsJ>H;)T^qLcuZ+n zrW(Uks*U@FkJfWf$ctN4ANiFbVC+{|8p`qC7@`7nQdngg=I{qAEMvVHqTv9PI66*vB{le$jv7A>AL2V^^qT?*tP$MQ_FZW+yg+d00(&s5N|o z+wc-z77UKC$kQ?uhCrq~&Fk_U-FZ0p7zO9-03O7{IR}w$>3&Xk?&ypW@65zsaV*@& z5%7=f`ky%57U!#a3P;gOClAHZbg*U;glH;EhWR{`r#q8*B#(tDoUO;hc*xchVTn`1 zod(n7)Hk{xKuz*Xw(}0W3$N2WsD*9yd8iHNVHb6SPw@cuf$efy+tmZyN*_xE*eK_+ z>0hi@FPQ1@xen_yDuq79e^e%{)YsK@VXvF&5@gBMdH4>q)J6DHrEwqnRII_!US5s_ zgH&HtS#=UrQ03KQTglF*>7goKN3oFJP#G4h4E!9|sHWh!H_Qd+W&BhZg*jXjn&A=M z+#coU;4iKTBXNb3j#KfnIwmZ6pAZlNcuC!5f@e()9Uo|dC1E))a?6ClzLba% zr~otRb?hXcCqueThPLR zuxIUUJP`gmd{y7Zv-XyhKlD|7&fdY>_`AM=7xYj1sNHI>;L5;Nyo#wYS8;RT4sHni zg}=&YHE9*aQfYgYhhsm%KO;CjBp*$n0le#UfM&KQlr_<@ z_1N`h*#2VUKjA>QfCHdEoRm{PfeUpP=mM`nM~G&RSBVZ7YZ{4{EwzL3d0~S>_EFTK zU^O?v)Q&3ZQt+XEj5ouN@sZBK96TKN4?d8QP~yeFO?}1Q$8Te<>VwXgbPoDC88BOK zpaJ?FnoBcjpD2lkd9F!J9|s3)s@UsfvGOXWoB0qDZ9S^!zRwdu(F7RB!}uTU!L6JP zGSC0URU8I;?Qr-D{oYVGs?WOxomT8~->du^p3o!2Q-+8~lu%36204+A>WsRghO4`( zj@qMI33^~x)kQUyIvaj~=Bhe9GLJdOS>?=do`{F1IuG%IaOhwj10#8y+~sXiC_WzG z80n3Yu~9HW%3x?Mzq;D`-kpgta6vVb^(kf{e52~B{TP6{-YGqVR>C!2F4p_08A#ip zH&yf!b-eCITOdw<0>kVuyWebvkA-byO@11i$NbAwqv03ZU-)4(%%E6P)+U({mN5C* zM+H-mE14o3gNdBT(b(8a;(pF9)sr`=R=SRO)n(YAHY$+QT!L-Hn|I(RDi`LGcvup@ z<)73b`bCvD-^iWsh0E$NY{B`WR4%I{61z{pHFX-^*2nR@F!xQtui)3l2|x%6NW zYm>|=ww0;M$(#_Gn__p`rKS(}=k8nyD`91vYbv9U?oob!N6aW;%;y93aVpzpk!cQ##j~11LzsxQAw^fw&zM!v%D!qhKznLWo8V1yoUi3PQ>c%iW561e zC!Hvyfu2WpGIRl};d z%#4T`Y)ZxSGUvmcOnup>np}}v*hHhkSDd?W7p~DoeFwgCZo*7BptAIUa5P>OFWpNM z^=eu~RrGc!>!k*^Ia8f0nCuMsH)h?$cFrA~z(jtT$Lqa#vyi93+t$-Bz$ofxPe-Rm zH*ojo?Hs5Pj&fq188kz@eVOOCGbk?7-x5+X+hA8Jd= zYfY<7TiRe=rS_qHrnGk}x(lU+x=<0X3+*<0Ox?K7)R`s~@^$&=p$1+9FRj3l&y?|aW2z_z)ojo;5uZ`4d{|93o@OqULUWt+Y9@Idt-0>$UPAJIHsJJM;FsO zoH*p-M`^{sRx0-e+TsU`a1rBH$-E!@P@)L_^%y;6TMZm zinG)mbzeP#oA3y7)Dw836ew1tpf_Gr4^>aWVu`}TRiebEYWNo&Q}07x{9YYb%V4=g zvlFT%t%iL3gBpg%)DLPU_~WZ2uC9QkumZkUOJETGs7ByPwFZXaO1N&8&^vqqe#ASf zS|E%$>YUysipAIH|EOCL6f)0JSaOfz{6sw#+(W;XJ5*0({$qHEw{?!X580yhvQ-zS z3EYB}xEf!SmDj2)s39t^7~O$2!oN$Mvnmc(ahjT<($#b|OG-YNC%X4rb}@Itj47OI89Q01X7b%KvoKv?WB#^a}ItDp;P7Ou^Oe*1~^ zK2f6}k*2BDmjanZ6F`DRYTMO zRTcfUx2se57goXDYPXs!%IgZHni~AAYKh;dba<+G4@g{@2=h2kaKGspY!VE*JM71S zZGoe9Nd8QH3vXej_Ho8$>fPa6c*go8djiMpp1=*v!kc(05;3!MX5f*;)H~s9ovp70 zehps_sh9EMU!_>~sopwI+PXG4=fQ#L-7yS*xw_M2p| z`*juJv2M^^&=YzIddgKd*o$vKr%0rKMl^Os?hEz!4E7gAun9re7VTYMwEv3{Oc6y< z&upRr|0*TFG!$LY2z;&U7hh$}#s)A+&kHvRHlPu~TqeP-727r{hKicX?(=RQ%0sP# zeWU8Qc_}Y7bPI_Ftg1if9dz&b+rK(C&Lxs7|Kv0EMW$IgB_-+{=50o7-fQ8jQv^!F)jslR;+G7;R(N#aJoNdeLk#nv2*1 z#vhB}Jf7uf8)b>_I1jaCfjXP6I`@QG6Z8glXt0wC7xYn`D0hAYkKuaThwtb*T##Rv zJ%0_}ko|wzc7{EY4;{c#d;q&cn%;r0!B>(`bb)=iFVc36oZC*fD)*91qb45@mT=Bt z6F!F-_>mp}=j4Qc$6xIz$kN$3LNv()i8n+X(VvrHny|DVfhIv^)5H{~=BA}Q{WrWl z_?jsvx!`|cP2f}b!SteD^kL{T*b2wZhoL@nRO0ADC`}82yhq%M*1>hz0r02*9uJ#T>qBEZk!*|d}ch^6NmN*_koMf2( zn}MdzT3SnE^hs#xjMt~2eQci4FYpVzuP?v_7~%N!1^7*HS#Xd>xtWj&r|2iapYRh+ zcaKxLn=bVgXb|$}T!X9dJ+%s50Uw9xru~f0LMwNjK17+YMR(N);akB0*ej@^zk;tM zYVC$>Q%iqg$5C}XoXY7IbTK#|>Y9Qy8{XlN`6rO=Yd+4gKrVUI+#Ttbp?9Dheaq!& zf#k$ru)kL&s5lLF{eBX?1#iK8DO-3R_}B9yNTkht+?fXnl6M_wMY>s?;N>0oG%Ga;f^g0z66%oNEO zXUILg8JsR7(>xx=QLkW>;EdqRCM$>~>X1L=rm?`cM;Z82R?L3mWP)QtlP_OkaUNV7op}BLmmOc6aG@&h*e;_YQm!%A$vG%TXxQ zg-;OtvG zlv@|;pkK!EZu7Ni9QU=^8@0!j3uM_*{8Q9?Zj7%7(zzkND0n51#{OJ?_Lot0a8zg< z*TJt$YN#d-W?yd)ZOf7cu18v%cJ z$MMpb4B8h$bUcNC+LJVit8yDt2n%63LLI!&VbIuv~zmQw?#fwP>JQ>HgkZ=&&$XmbKi!dm)4>Ju7Hi zA(eK)12c-MIcsPmt)blRN!Ua`!v;DHr{Q&BuY24~@`T!U6*Q)|&1zU9Otvn9d)%Bh zzy{bT*dV;t#%_X5@EWCr{QvB1hP9!Srn7U}%;H{wGv+Ox!_!4``e-0banu|!F9>HG zGNti!uo$-CS+?gn5XAIpT9B>gQdhepJ$)TcG*<% z!-n`07InWVO{Qj{T*0K+(ykz&FBC+l0H`z;~m&;hX;#OWi)$2kSU-!G8D~w{;G>gE0m7xSfK-oQFKq8H+wX z2u{Ok_=HE}FlRjGxc75Sa+JOr_WMJeE8)BRh{xkN48(lLJtFHK=I%J({hs^akDSX{ z&v(r}bKWLnZSnJD@#~L6*GzM4jdudoo#UdDgTYsvj?NJ5k1t7o1pi`NMs?x-lHY&q zHRfVi94DG~ygqiW+XJgQv)pdj9lPNnepBiLT*~PtZ3X$}G43ht(`SR=Vz)2Wc4C4j zc&WR>?Tsh6H!gDD2p^QY>yG|A{cXI1cXC_a8`$a=c6Y#+P)Ki)2)PA5g_63A-XSs4 z|F6gAa84|67+ELX+Xwq#B8{gydUUY6K42<%pF(4A51{iF?WRkj=rY6yPl!L3a{d1R z`8XB9c{m%vRDD*I`&rmRkAfNC;~ZqV(QMFH;)z~`pzpE1KKJl0t#Wp{58$G6QQrn1 zt3sKSNw?s9fY=SjhjXGH!(+%M-?MzJe&2ZnPb9iB8-r-=U78qkOLEstI^;YFFVaJu z3hs}Ps#nrVO4W^=mGmR{SSh*jN4h5@@oVrO(Rm}`i2hTQ#4X!D{Dt}1d;#0-ZrEn` z!PgP&7kn)de-~`9?WnrFDOpQ0`Ff}vt>^p{Po-%ItT*l84z>2?V6=V_rejb0L|qg% zzNyaoIUg3_+7@|=Xth*+ECW+{5+nxmnx#&d);Q^+QR@YhOp@_vF6VY90n-%7Z^AS& z^6qjnyC#iib8ZtQYHb03;53l9KitWboxDeP)eX3Z?@0#O)mGw){4sq@uG5RAM9(x) zp$3$0K6krH=1`1M++sAyeGqu8@9Fz^AFu1b^$mUB23>1{Zr)&SH*5;T7Rb#ML~ligfY-AyvdQi?_Wsc+(0dp__$XNDi>YQeB;T?rz_ z(BtqOE%~(lPH(Yk;j4HJ_uIcQLq9+a8d1=(Q5AxXqT=ZgZB|4M)}dELW7MM>;)k`d zFm$G(@HThAsgzgra{+jXlehpGaKM5K9t0#-7Q-482fg)kRFht$Hk1H`AW_)1F!(DJ zl{KEnEIUGc_CHh*3PJ}eBr^tZepsLvsWVgt(^WKFr7ajuZ6wnjsd~c*HCDX`b5tMd z3kRLuFp2+Er{QmPBl7y>e!t!OcFdJ2-u(XYRa+;@IAcjJfQWs5&r}I zbgI5@yudQOTkqH31Wr4xosV>1@UzGN0{{U3|2%mIcvQvv^}J=~mMtkHAqK=i5NQ&m zcLE|Eq}Lz_p%WzuTXuKK zJ7>Zw|*{?tj8fG(=5I;t|DyYgW;u7MeNQ6=I7 zH44TnA52sMn6ApgO<1E^Kr>i|O<;o>2PwRaZ@^Hj1Yzo)`?e|TK6OT0!>lyxnKK%* zoxhynn9Vnx_albjU>t@?R!98QIm{p7uY7|KICppu-r-biVO`~S{i&FSkGQ859ur{| z#JBKW&WHK%NH7mp=e*d;ROB`$7Z&02W|+Sim*6;jT`y z5r^zfJkOlBdvFgfgJrNZmc#NP^yl(e5$oa{u7hOVGnO*Sq84%|LZsUB9{-?pD&7RwbQ*+rl!il5QF~%3X^2^3TPV?mSG? z^RSpscK`ObmaB)aEyPl~j9!RS{o`?pH32=?dOVJo@?)$Wwbg&#Y7&`gmDZV2z1$Do z@2so-SvXrzP;aoN;U^fYD@FzNBwX$fcgNyXYa;qJ>M=M=YGZI)#1boB&%{dZEX=Fl z(CIiA3+uV^X%BOxuYYiJYjbcQ{^IO)HaP|S$<`x&;iUTug?ZoVbB9Y?!rkaV24-3D zQSZBFtqjbxw&uL-2R#}`BkSYN5NsbYQfd>>m6R3p8RvD5n}ysE{|Fn(7wxWG8hh{n zo@MWK2k<02H^NK7bHPJl`jY<* z)-k1Vl6f0*LNP3cDXnTUs!3{=$`2iJk$PY7K-E*}YOcB^WnD@2)MsjwYNgt#D)^0RslHIj zuu`p--`K0#hmZv^uw89aZ9~|gI;aoSH*&wDI;>9P1(l9F;cMups=#wKT#ZrygK?x% zI2vT^r43{N9|TWs4jR_)u6#D z1#YTTbw!<1Kg%Z`3Tt#xvuHb}s7``|su*=u@4z9|S#VgTs1F5k@Qt)^s*HcKN|qMy zP&pw*6_s>IkfLTnNjM{|T?0p@4_*)VhCbIpkO$iTuh;w3Fleo`jCQgb&eLGLS)tac z)iOtfHnxSXv|0UtTht&LOWV{*+@_A<5n2SlNWV_0$2v>KB}Qi|Z+y1HdDV+9DG%v* zPGzZWa9Fp*ZFCxc#LcP)b%5fg1B9bN#tkyYtzfg%Ucfr_6t<{gstAwvZ?vZ5>K|C1 zvlA6^J5eWk5Z;j{2YQCrp_!&0)gvqLl{3r)0~M)fjx;kNrYsG3tq6^B*7yrkqLbtg zr!r17#R(EkGk-KC`I|?_nOIZQ2~xNqQOYnu9;3`YwJJ zJfrv9ckzP$8#8t1;ClTF-VRUk9k*}lhj>rl){k*@bOOzdj-Y%-e#IX{G4xT`d(wjU z{k5G~YU$5w@|p-L=|oVZ;9Y+{ zC)P=KwC)5c@F5_dq!;`i)Py>MUuizh!AR}b6R`$(cOTeB*MM3u6XW%9nu8au->q4u z5B^~CLRE~1H=qg@fz>ci<xlVwx zu#z@WLudqzVF#Wwo#BD0Kux)pj=%_g-#R3*7H)4>T_kQg!e+Hzc@ecq^?>TUMQxV# z&A3L@gW9sEu2YNI(O*D3OU&X<)yfRRQ|d21rMgq1eP3OMUYuW5P-(&!@8S3A0N%zu z>Q5|-BVeDJXYRu@^<3RDb$|N39DgE9K)4;{jFQDP5%WCLwF&0Dfmx*;RQUG z{I>NRa_d5FXDUOxc^*8qJ`-+U0NtP~l(dd=DQI9lM4SiDu(WoQ{ietDp_E zf&C`PZ6LSZ1|oQ*vlElSOMP_|M{zPl@lLF7_k{v#kD3HmR0pi6`m2EGprCqPSZ$)p zrxH|CRYVmPY!2n))iw20ZBYrrm7Rnw9?04s0qyY#0j}k3!e#ZXOyQ4id=vgwzrjDs z!|(7|-IbI@Pt;AkNZ0Wa%glgcg-ZJS((%SMS|{irMw10Wv>*(V?B-THhC?+jNwObV z1#p5@p2|~x%mL%99I~6$(&eZyMnWVM#44Pdy-$`iet4koaAolD73DYU?J6(?D?kOP z2v4{Q=dha&bGVeCCnM(=@AdMJGZ9=?TjkXKf26}vuOG`*=7=7s#& zoQgmZC{c&1*9B)UD;ZwFZ7fO<=OS3>(7=^c2_UI775hLH8eMg>CU|H7gi& z@`bg*mQI2b@BCzv13kD4ci{bY2hJI&7WO!NuA2+X@MO0fd&q^=I1hF+378}rG>I#k z;{1*<(`zAg5zXP@d5*bs45rf|Xr*V;5jYBc^ak2NSKtaoi z=|^zW(&iET1N(Ir-GMt&{sq_Q3jHeSFF2>K)1Ppi3|iPpSh=vB3cW;lgUey=^z}G7S5nN)=Zj7 z@xn(lrM*>y`(O-xXOE-`I+X^??0pTX^p0L`527rSPw#+CQ^VZ>y(ragPan``2-hFc z*RWeqOfRBJR&Sj_8RR&Pgx!fuiI91lo?E9Q6P~J{AtDpt7qJVJ57T7Ag^LE${ zJ!o3^T5%!&aRa-N-Gsads%)=WM`Tf^j|+*HcUfQ`JCKasdx%3gGOWeg#)`55w>yp#^<^8QST*O@RwYR#z`wV?H| ziW@qMVKL;gy?im`43yU2!4vxooPnu0NY<(kI#C^A_=3;~o8vH!gE$$XVzTyAumpTY zZP2SPqLFxvYCsKWYo=j+?X9t|Fc)`(t2)h9G&-cU#=vm)>O^B9&P;;Oc#5>AvdKdU zRG6;vQt0YiCO!3f+$iQSZPGWzX{B3Zf|uyLuyH13(mDDAJWTXu%ALEg*}4M{$YG7S zO$6sMwy2;WOU^IpPyK){JI|nH*e=R~T0BEJj^)qEXdjknm_*h6d*MIRi@H;S&N4kH z-SjX8sVF@SjD-mdq|6AoW)Fi~l7{eee2E~f_ZZ=&Z@ehS8D9H&99U)?L`a&!bNCH2 z5hj956TnaNWk%{*{orfe8+tO)4iR>x#gQOqfN7xG^X(a810q)l@kaofUp@{b4x|lu@_|5DFFYN}8 z*Y-encSwlac0)gTe<0Ozzl0j@VA=!y+`i)cMq?UGb?VbmVY{#3NnpCHxF2BJ{sha0{qliRi=!eT?;5-yQeEj)-H+xgLBp?o2S?jgmD5NB43ONl!##SKjyHZ&jD zIi>AQ?W(3I&-cfRdmC$Sa1*dTH;%a!RvpK4b^Ijos{GN^^^N84O*Ql|)k(o4qQtsL zo`OZK6zm+rVgAUe>ifowTFw=1k^OnIz;gSiq`lKf9QCbFdSX81C0jAg?c;}TxN zjj$1ZM;l-&wZyr?K~=dv?}NhT05sPp;8*xl9mYHAPtjQS)ID{dPera2O*GFQz4zHM%sQcfcr9hu}T;pVuS?*>+IZKnyY;3nu{W@Hn5W>#|s-!<<` zFB)SP=O^D*-X{CzR$dd?3|oZo(lp0cXn|;Xcee0B-v_vdz0?lB^DXwRT_;V0%DOvJdr+aZViwkXNfrayZpBx8z7$CdmbK3Cg?X5 z>-QN$BmB+$nrsslrpXBMn|)#5hYfN*_ZJ}#Eld$gHdCA~ri+OSf0K+TXe~QZ70hqt z6P4QA8j8d42dWO^usT$SF*wUku!>t*n1vUxH}r(kRuyXy^ya~EOaFu8gi)`%Gi67Z z4HtsDsH>d|8=F$x+kPEWB_{J>C$r4I$X|-H!Y8`kULA||OgvWQcq|g=#nHZUpQ`#xvGzu&3c-|=(a&$q8H(}!Oe)X55=s zni`w#P69o~J9=>ZF?|ESuop*Ut=tp?b{>gXDzK?eWS^BX3 z059q18f4caN(<}luN-kre8CBQQgBxM;U;|+&tWEdPH}R?c|A9}32dd;Fc&?QsGkIN zVYn)46}DCe_hUtxtUAL%^`p8cTK188sIEf>+)zj1mN=GZwSXH6-yOo%;&$r5Jaf~oQC+Gx?`Agi4zrZ?+ zAxuW8h)Hz(qK5rw%UjvH67|93Y7RW7v+AtMRHxM%NW%=MN{QA^%obO-T!Hlo))D7W z0ghunn5`zOs=N?3>LKv0@-UDOnAv<#t&`+ozp8=z#W{VazE>S|wt9lfB5>$m8N7IQ zV5KP4b)q}hsg{rfzf@h}EA^Gy9m17J4!faC*p;gkCIzlp&mtOzt+w|0YlnsF)-iW@APy8h?5;mhWz;IQM-+#5x)LkiC6-Ir zeXYrX=79}yYs@Os#~JDrqLu!_bUSPq_QVGCy^P389?GNmg;sRa&I$LO2KbgZ-P!z~ zo=Ovx1wKL;38U2rHBx1Z`>Tbkpg6`tEKFC^RBg&H*awxI9O-9BlSoY`_ ztRAcPp;ulBEY?+gC(wg;p0QAOwU6NuoUf0e<5sqMVkV#GEWXHnu&&hyPX%UMQ_Mnf zEq7=U-sQnq2`a%-I~6O!7TQFE(5v0$(^SdXhv(t0dWB3lfL?h3@2PL_nz}Ang^85O z@5=m6M^`Nr%{ZGLig)-EE{Ur9-FYfI&2xI@c>7Sc1>$&f+gVN+E+@ZTSg)bF`V08i z*MXk%VyHrw_%ADt7K>i9b_E25ugLlk`iLnP8Bz+fn=swqb$ss`e}PwJLdl*yKU zXIaag+c3&mO6Os!J`b&}vv3w#Sxv3eFjD{Lj?!mf4Gq&n^e}x|YNucYoeZUua0*t* z^$-42aL-*qQ}uq@PuE3PACkO})7jZi`$A4_KaH?<(>#3{F2f$$Lv0+d)-7hRRLbo0?i)Qtd>tIU!-_uu~?N#}kNfj68 zc|9+GM|;Y4B#jm915bw@gCqYRg{=?tJv-odo~X3b!J4dNeBLZPw43N3;JiJB-q*Xh ziFFrKp(Ce4D%?U3t+_80x2|AcxQzXwKlBmwh3|A5v}6JaL!#X$};iPvKMOkGq3q zU^As*RcLQT!9cEqA7c%eEa|BD#ff-?s*27zL-nDAwB!~wgc$bDH@ZSMXu>aXG>o@K z!$jQ?$^-{M%|IO|mNMNqS}nfI&|GT@j{xyPl8=Ni8SQJ>ly~bBA(zz^e#Ua#O=_2A z1iiFJeKj1$V5YSn8mo7$9{$^IHyv%~vG=(- zXpQQL8LB?)lzqE^%xD^XCmde~7l_)v0@4~7E7zk!{69vG6_)>8#=jM;RWA3DclXkM zQ5ln9ulib9ybW8zO?BAyk)_ilT9Q;_+KB69mJgd)f2y-DvIVwvItE*die1kw@GH@~ z$<7zt61CM5G1wT_aw~MLHrN(-a9ix<l_}sxa$Zx$EfloGhu8DRaR7hThpfNpR>+05FePk1hGTIP z&v|*E_@y8o*E_^h{U+Y{G)1t3j<|zU^gC>XR`w?7Kp#*twX>gdby_McP?pM2MVfBb z%JYq|8fwrAS?5D(r{o278CliW%vbOV-@rcck$XeuaC=}dwQzU94#=l_QxDn(vD&BC z!#deh`YXvrMmNHc*@D0-u zmgx%o%FVCP#e!$B2UOvECYrWGA92B@^;nwbeh=elVd#W-360k`;2QJ~9Mr3wKf%Kl zI;T%sH}z%fK0Sj+==se2_F3PrYM=T^Jx~dF0uDn*bz5EW?+P@< zwkl0lN;}b~yH&FKntS02Xhr{64@7NUz+3PSZPX9U?|jEuFaE48H0M+LkUdnQeyp_| zYSMf38?S(QzNVyf3re#;wTtPsb{cK4+eQ?3Hp_l+oOViU5BT1*Bk=@Zga>K_q+7!+ zA8ohR@SF5%-OqvDoJbjPozMHP(E;l(IHk|)s}7ig{z7&>u3;LQ9(EZ{cNf@u?FjDZ zcl{aGL|DL+prn%_-fq4B7cN5!oWtD8yl_|WROsh+h;_P=K37I?hZ zU6`m3T*N^k=4t@*@q#XFF9Q#&V7~c_>r;JtDETU=PxDPfx*Gg{00030|6G{|bQVRl z$M@blZOhk^5IO>aC?JTUAVmYBq9BG23Ia+Ey(=P8q$o<04$^z*(tDMFbWnN{Y6uXT z^!n~5`rbJ&zcXcLXJ+@C-MROFH#O*v=pDW*Zi{!!$5b9R($rAFzzDg~?urPttXo!h zVcdx9ie2o~z)^GHFY}X znW~SA#A4AXTo0eRuj%pjD3KSHb-kC9G0Xty4HQs8152$=7$<9TSt-=^h-&&m^1MXRmttarE^_0tlaM@}C z*Q_hn_trD(N4jU-w{Af>t30%`0x%9b63TL7DJ`ZYQ~{dlV)kdS0@q<Q#IJG^UDw6SF8?YWf~t>gZ=a)z7Oxi5&95H$$jcY5pQNh>Olip568tH4j_^FFw809FPgD?<`hfx-Aaz6*WuiFgLh z`+2rj)R^YOJeUh}AmEjSdK&vQNqCjs(^AaB3yjg*ys}xLA1qXd7e^flUz$%=qzlZR7iz0%x$Bh zlCG-Zc=0~ZGf~vQPngMKg7^gInrfmt&k)b}^XzoKR5W#yvAuf zjicgv5A1<)bP%SHPmAyZ`V0Po1=L8NfaP=o{>x9oFnJPo&^dm~_fmqJ23O%4?9}(+ zET}`?U0;8yJK<-#p;oaM#3fPKtE7*MD!MJU z#|~IrkFb-(NV^s87Y9XtuRXTQq!k_zZ7}E^5eewi29F9qzv?!{W|@46yG2_(CfegH zJAu!(#Unhzr@WqE|0$Z|eRrI_SL_$9aWAKyxmw}*a2HI_3HlrKxh}fnWzmgOR^A0) z<@=szPZyJg|AtgWVQ*CLVjuA?W>Env;+05|m_DM9*r@#W;i1ylR+PchrVPG?(^PBG zT1-#_Be$Jj)$3TA@$+fwn5hytZIVr*dK(kf1@ks8P-W0B-^RsinX1S$S7kP)#SX2?YGYs z^{{u~w(`%^W#Ti5v;F*2d?oxT=kZwFZ56l(ZSCVQK=zj(^ZVM3=DBmBDrFB;p&@Dp ztg&~A5>$f5!C0uH#&CX8oDoxDDx4B&qAJaTSuj;4!hBc&iK-EGF!9bhxUM$BM);P> z$=qbzA9|Q>cQjpbx`g_(`V1cAA>)0o|8Rc(+O=QQ~v5&@UZxOFo1TFbP`VF{`WC zgKf++ctX$FGd;p*md|s`0td2@f&%10Hq1?7d{fzw%`KrSLM2Eu)nF3VhVgiXt$IVd z5yXg2vJo_bT%wI!!B%_~YEcKWn8O~X7M$0$U_Q>{QOmJwD3*SPIsDvmQ7ttdCc$K= zD2`)is4Y4}Do!<>I6uqBouEC_j;X@uPvT~I9y>w2=nBn559ka1z@qP=|Gx|o1Kgi)$HQXmZ!{VvhY{#w1aV&r zpAh>KdM3-7qN=}^K=7lz!|y* zJ~!Cr|Ho$gHr#}h@}_>my`PhRjj&Rv&}8~S-#fmj3aJWCE|E_KMJ^G*0G2iZ^q7xT zPJB(|z)~V7W@mPJU#SA@_nN6VkstG8Uy~0ji1MPfDulIFd65r&nyQQ5YO~z<_WM6# z0$+%(q8xS;w@tgiQnlC=$3e;q^ij3N7^jq&=6UE}vxk$1XL?KIMxV;!WnAm@$Wul3 zD4dk@lDF)ohS6!>MX#IcExRfesw%pwA~@OjR(}Y4)-0Rf-Q-1|7OJtTkas1HFec?#^%1(+vi%5CIx7A6HII7i_q%n$k_f2WJ^ zC#OIpi7tSje3H1OSl}$2Wp8;NlJ#S_Av5#?8sz-q6hNO!tTFQAS8A8Hz^Nh%VoOyJ z2k@$Y#!nzlG*sm>e_sXhh4P<=Pn__*X(3$U6hgmDVE^|b7Q~N)?_YgP=p`I)s*BF* z6QQ~OiSYGDR`Qu_CYdhkg7*@RWiQ%J`D41Mk3?nBis$m5e_GJbEA#z)rRu2u;Rr@p zW1Vpm+(MIb`R4OJ(E8#_-#6hTo|)Xl2s`h-?I*bLn^G z7`ArvD3RjzUT-cPfg^1H+Q_N2A12de^6h1UJPbYMY_3nHx%9biBDcU6SOqJg9j$`j z;enXLdOT6hhyQpa?umGs4MmObN$-eHX%1`lk#1czTqt@he)L9oMh?WmI8IN}gVB*j z{(${)04k102H-$_IC4za3J0Utqt7aQ6xBtp#UdufdD*Pt<9wXwG|O=X)0#cj-_BaB zW(Lb4atHeO<#rq@lQ0RJo3U~qJ`L=}I;Nnz1GnOdkO@q|6M71Ei<*U1<#6X?IUC)) zv*>+&&6!PAS@~7fv&c_b%;a>I-hmhP(WsAr@v6%4sfe_p#jn8lAcQ4hs2 zI3FMBnsOdikrDYLw?@gRf6F15)sjQzm%rk#I0~OTA9_O|UcEviVHlHx{d{3ty4{om zL5M&Rd44j)3p81$YIzb9`MDezFEzhpk_DroXLW zR)#g#s$(sHdyry{w5l>=tcp z3Az`au)E^&ps(y3>mx5*7LBxDtL^ng$@^xV9*t}5&#<+fJJ=Az!3MZgtPsmgJyA=% zg5|_5_X;e~O+y=GI$VZywiQeCYsz1)?PL|$nbwE`l%I|U z+rw#W53lOi^hs8_r?3N@!qfO};FwtH%px~%fTrrJyxQrRE3;N7(-F26mmGh^{O<}| zXd16fGLyn-f;_|d208=X^=kH)i>ROUzb74o7ec#rI^BWGoO~`)s=h<_=rQLgWZYdB&L~%_ynJ#t0Ky!hzi=a z`bQ3r+3~^}nT#9cD6?9&b5G$KxlAU?>2iiVfD`3Pd5YJ27>}}&R#zvN%?8eYLeG9Avj^SCb|&QhDo4wSGDq+b&X9-jFdob#&OL}zWhmG7`d zNcwAclGpfmIoQ;4XUfCa#rUhg9}`Sc;B}Mbm)|hGRa)0$#E>Ar{-6u$I0c4%+ukTx7KF>2!9!l!@+A=t~FT z5X@p-bQF?U!)|3g8EYSb?^yrW*30O4=KgKXD(;ZxJxPGaDK*pH&6oZ4k9sff`gEwF zdrM#Yr-i=e$TX+)HPR>4BiPtZ4aCxL-3xlcW$eb$a|Rs8cyR}2sC%*PVg^Moi>m5& zE8we+wKBc4%120z-{2Ji``A1 zyCd}o-B6F9ku-{x#x5sLzs|~PDAmX|oR&EGb(FiP@Sn7s@`sY>xU<1|jjh=vn#5Xp zmotfV%&$~2IKw#<89~dq_XzS+L0w3vM<#JBU7Gur=7{=rJuce>@;TvrsFzUJsNaJ_ zf~n3*X9SI)&e^u+4TTb;t~%3cC(n}N9CymHQa=@=BP-M*wL~?bI#f7Nn%bzAYPp>= zFiic-I-w{OqX-oyn>A!j(-i*@<#aXmrksgWa5i41b99-m(YitphE@e{;Q zHG7R14WoJVI2Z@Q#8D;6uxCJ=DJM(GN1_&?oXftT2U|;o3~!2=7<@w?p+j}L$mkH zy)$r0o#y*_$9acmJ*@nDJgO3CW4=mGee!8Q-2?uNO{p=p%3hy>PK?tnuuheTDG}3{ z+jfT6D8JmqS8hg4nZAL|stFa2=^Xx;=BRCfuXBIwB=hg?NXcqU%t`fu(~drJ+Ebhp z$F(ee52SF94opYtMD1eQa@)OdGb-$SNj(D_)fapp4Vfz8ekzXQ=sl{;$qQ8ew^o^- z)$NdJ+bda&r|bM9e$7eaz0as zYBRN%S!#x=$>m&CmmY-otJc&hrZu&urfi*CSmR+LJiSZ;!Eg+8Tw9Nn$6)=(>K ziF>T3ScLrVg8}h6O@w_`UiAp_*%Ctd$hreht)~{SUd$&YM3eu$B8UPA2Ge{P3GKvs zt1GOvIzbe+h2O2^)(~1{H4vMuP1aV%rrO8~Tc%orXbYUR_P{($vCdlGP>S`1Sd4oi z-P(tDt$Wr(U)r!|Um-SI>u96pGo0sIZ6#T|tzTh}wa*#@^>L^5GsI(IYJ*eQQ@pK( zIBF(AMYoo_0RFa)S;wst)=BFW6Vz?xW$PeZwElo~;;L0otbx^Rnf6&}wB6cbmBWoz zy!hSfM|oJue+mn&5VnL>thd`h8(3kj;A?k;m)Wb`$69=62d&v`)4sJvThdCl^F=N6 zTA9+KmDwCFDZVfzMS9GJa8kIb`NbMIr<8pzcY?c5PI3>(gUox`kIJL6cjPZtT}R{` z_ef^>X5N$Xlw9Sma!<+Aa%9A>t#MDwWSPSJ7V+~$IOMy5oP<><&s>2pdZ zmssbX;c=(sS{{>H;Y2%l$M?FP8&Z-~UCA z0|iYs@t!Hl5s`yS!_7?AH^c~@45dg`v-AgZ5iY_dR-X&?IQt5e37w!6x&`OyAGknU z?F@N`W3x<+Yg@usuKstLfsqEGH}Jz;U*cD|TeL*<{QtGAu-jvMJSjS39lg!&jOWC6 z*wE{aU7`yFieYax+o`6?sQ||m0U^+F5CK!^JH4KI=oB~$=Q&N0(_{*4r3up4=WA&V zb+oU-Rk*@-Vh^wHEg0u+l~WQV@a5!78)<4^wO0jq%LuwRUXH&r(J35LQG@uliy z!VrQVunG*q%_a^8aP31F%_?UC)_|ir9X(g`KB&`Su#&|Bz;R4GD)01AQ%2noG+Lhp!36(xwFcL4!Gx=Qc8D8f4=Jk4PR_OT}7X_|l&HDhtSW{loX#0j`p1tAFeF+aL{KV0Tl^mXs^ zYVgurj+^lZylJ(E;>K`s$G64Yfgi$oS;-h=cYz&L9je3U>L;Tl_kv39k>6~hXJ6qkTx#^d)IehNeq&i+NWSW&qJv(uTb?x$ z4-3@x?&6KSd--s4L&SRKhm)9>=D=Cr2ZyNh>^w`B?L>wOg+f@DD&sIp#b!8!+F^oz zekCAIb;cZ?023$ycH=NHOcdrt_&)3k?Tv0gswY%apFuZ%OU&hq`BoK9*(y;^gbAAb zbU}86j?h69!COIl_&~GV*@c~P$`&`$F`_7-iy#eLOZ zw18B2O{sdj23zP)3h<%gFS!r9KoRbKul?8!4(rc2fWKfOPx17E)gpr)un11*!F&8B zT*MRjknO=e__e&lZnKSeTW=3b4hr(n`=S7bLo!7{DU5`YSP~N`Kn1W8O_ilF3Wkdq zQ2Yh^6PsdlT*F&pODqb-R9Ptde-Y9P6CoWZ8R=M2M|mxo0(rzsqle5R>cZdFb34DY zO0I=&hDSJ>Y}uZ&<#%A~d6;+-3|09=4v+K{q;#_oO^3qNMCPa7=2Y0u<7kcwqj3;U zku(AJsYx(d)7OrLf}S)U1rbnG4#dXhak&$#@q1<;NQeH=k#|#)B-t`xkJHgnMNWZg zG7n9Lin6+%zauZD$QiH%8c?R^0bdUF=mD=w^=LUPhn4@!6TS{UppEbm^`#%6u(&9< zz$ra0$nD@#MdZMTe4_HwC>RCV`u-+CKF@qG#W{LNcj*_pRyUQT((pWAY=Yejv-wOum5<~(G6|D038z3Q zm=C*QD$QY8tS@GtQqo#P2Ku9dNXYCi5g7fPDBK z1|Z9<3B}AU*akKrvnKIkauc5pg=m6Vj;`~w<}ygpaXl06tC=v}Tm`G4H7%4Yp%Gcm z1^x^FSl$%RaR}TMW5hljFaE;jydR{h0sISCXx4?QnknKDZei5{=_t!)?U)TdXvJEy zHhQ#TKk6gx*@tX1OlH-v5zb^~pdx>WCY9!wSPmRlf&_Yqg8&;#Ko=|n1C4T!%W|vK z3Y7vWa87I3Jz9v*wc0chEp^s6hq{^uP#He`$V+U*ah<9sA=zZ#k8y zdZ5pr?JN(>v8wRqGF5h!y=9uL#|xlKKFqC2=6TSihfLx1c|q(e`)LYcA#B16>(NLb zvwZHnFvjb##OTQLIIW-@K4X=5IHd7B@SXUG#`9$CLJi2#m9#e>W~Au+sRuAp z7|n!PdbNvDoMzI0O5^Iy7M>zqeTdaDJrPFoGFrLc&}3>uM{x(Hi-1v{F?g(%_GgHP z`&bN$K}#&9HTE>Tf^XTk%);;3dbWY(!!LE-jDfvuAKS}L^S{xCcxod;;j)=dMPVR) zMsB4lphrvm5L>CrP)Kedw`z^X6qtnd;T;YBTitrl5ZpS{5Pne`u!--weHU+GiYjBd z-|iMBLk-xk-AXcKVx9kd%`vJ2z4+(wISk-K;koz{zJ$T>1pD!I##y|GSJ8bUsl2~F z{|o(ITm2MosLx+6Y9weVTQGWH_)*Vf(p-vl{A-9dr@4?rdP%hm`>CD z6GC3XHT71!708jtu>eEnz!@+wll}pBt<&LKT+Hr6BWNeK!a5j*XV@t0PJ`(ZyR5V5 zD!ax8=qg_Y7O+2X8k^4gVJ%qBR3-mY*5yI9$@-tTgY+K8E2e6Ed}@i-2)@?aN>+dQBh$v=Gh2 zLHOR9K%=RSu5!bOd7sL;qNq87xcUix(kfQXlO<8@g{I;V9MaFYgV+aunG2z@{Ta+t z^Ix_CrAEO8KfaBOfPhlOjK4ifD*|D%g#73Dqu?RUbFkG32Vxh>g{!1D>kvdtfKY+8(1NzB*T4vGfMr$ zdz+hh33EJe>@RFq!Dy#3f8`HgMra+QoNTIlm{6SI9nUw*&1OvzZ6p{uxD#s_+npN5 z2r)wJ#C_=2vWdE)H8T$43^7j}#~PkrwNE{Q&#X}6J4_X8^jM2I&QRkk;|z{AHj0g6 zoH4|+R6PnG?CEPX;IobUc3gC#Q`G6r`)Klo=M7Ke^Ab9RjW%lWT0EJXfvWryqmOaf zzs|1C_u9!k)2PjB^RdRJu)0nf@6Br!yJFln2J!)#n?`%*Gv3V^#LpXPJdG#d78s$< z$Y@U;-!RW`&$sF~n&r7l2h|bvSoR}eHP{;VmQ7~oSZBxuQ&>GX%zCoZ>@zkLLbU#j zVNsC4Mi^V|?ka`WnjhFPlqjbMr^Q7`n+lqdG9?%-z2v3JW~!ZPS2iP^Y-cFFltbxZ z=o>jAayX%)*kJ@}xXvxE#s-A)do4AJRtFYXp{lU=2kSPIY_R^k_If3+Kv&k4oy3n> zUFfFua{!FROy+|miiJm7D;BbXluE_5CJusK?0r1K=D{&`l^^snk%rzH-z~ z*Y~wcZh|9ngs~ZV(^f$Hb8!aNQ%AL)a=fEOJ9QdPY2GTpdCm)6u_|CZE6Q%L=USO& zvqYH7&SMIG4=ZF7s4G8~ov1MH#C!3-*dgey9qGG3wh7u zvFoYYsyEhEE4`KN0eFjF;tkbho@lT3P6#<*UgQ1svF}43@IiRh9E$zb0M$Ufm7Orl zJkA%HA7g!W#QThYfnVU?{Dt{dV1j)COW_1Q1Vd?zRaQUG5VeFh%a>*&dVcat?_VO~T27+Q{3 z(cOqf6_yLL4A&{9@|3`OBU66BxzmI<;dy+3yY<^f2m6oODSH3=GiauisOJ&D&w^xm}uzB!f{_vs$J*aQFUVwS(QsXTg5mL6v~E*vROpT~ICfjc(9v?VzXQC7OyeaHi%D zst@j%iQ7G&>pB@p+teEFI$zfh?@@j2d^8mH+eYptPY`sia5 zF_$IL<^k#DMdX}d0L#eFya}?huFfXvUS2*`|IiEZ2HwCw^nl!}Tob>Tx5X`W&wOH* z3O2=N_^)h%4K>3&7i9y_VHs_5(`z1)weS}?mcR1N;Mq*C;VIt5nlv9fG_ct;2;$Ez42+t{<{S(E0Y-6-AcH?dw ztzBvhV?Xxt#~ayL%INIhjtNFlqqq1TmpMbk&-k-e$Deh_@-tR9xM!5ug9XD!>Z|X? zht9{wF<2C=UcoOq^cZklRKO494 z8_ym5P29tC;+(jk*WwXw_T0n$#uYs~VH`7#s=4@!9;L+s9HhI;a-y6#sVWHDu^qQ} zJE6W&nYu^cs%BvatEyOtE=8QNR)SMUq-gpElf`2EL&Z9!gnPz2=IM@gF*XcV(`Qr@ z-K`lqj^lL{{iZIe_r*Y-vJ9~ygF#?BT z9s4G4shX>FOveM}0Bo!J;1%8%bIf5O<3rN%Qyh%f1K!{i%qPBAeSK3fkC=dYEU)lc zjqJYq|DX51;63d@T0aNjT|PD>4bSm4<_X>df91dO)n+g3g*~wcZo|-!&qOx1jTt6} zi<-txy}osgDPq1jgzoAd!lSzXH!0p1V_M`;Sv!|3Z#K5$WjOsCw=OIz7)g0TO46{X zlJsemt0tT6&34=WbfqM{2!3J~pxcqT=}UW+uYsIxr<(<-fovJoLZ0-kvRB#7bzK}{ z##7U%?|lU*+4fU{8Dl^5zB0nh(mspg%))l(NJoFNm%@BV9_@ij7qZM(_zM3Kj5HF= zm>`#?kEE1D5q2T7s-0g3$sI+so(=Jpm1VW6C29qVr5MWc<)szABfd6rg;|5%*h}Pm zxn8>Uy^8gx>`NP+hSmnBwpB9FhtA0oT1(H$P3$))h4D}wFB+Mij&hVaz&vArDz}&$ z%`0{ybuqJp6{#Xk3Qw0C%q`|adwO`9EJda0vG0bjwd`Z|wNv%j7Zyrh`*QR@o@)X7vrKI;&rSR%qwHVqJ6ibZyMJ;zlXlYfAKZ0jUKBbyQAl(Kgr{+$aGQ6GgEXj z4r3>ym?ujZ-UXtR=P=F^NAMl_k<0^y&6LP^Us07D#=Pi#67wkZOx_przH=ew ze9UwCT%L`&>pYitowG5Ios*%DO2_P;@=bvm=KipSzFbsM#!+?cdEYZD z`-<4Hrb#7zwhT2D^^eo>XBL%;g|nJ0jeP=3`CDCs^1vj1UzCUK#$+6aN{qsqkbygi z;|Uqheb@q~VpUkg&d?aP44UH>mRF304eSCeVdWv3#jz>4jYUux{{dI93Qz#gqN6+P z$t*8>pLN!?ZZ-RqJz^DDx_%nPS$UiRi*AH4XN3=g~Z>&&z#BGRB&BbKzG@OpEHhf^s);e@p%|X){9md1E8b@)qIEt_14&p(a zqqXe{OcF<68>}?@(^+42|48|ntW4SFaQTIt9#V^bwpRsnQUe%eHubnf159B+duN(dODI?CQp?j(G!A0iy zg3HZQ{1gx5>XhpazhYkU-Zn3L@0fSJAnF&kMP4gX)bW+FCd5UFNHMW^IbTo&#hAGI zzA{!dD^9fa#fjFwTzbrndKUZ}PMgy_1G!BRkRP*PC2YjG;Kz|{1WSj0FoczlUd`j3 zEIY+$tUXo)hC@5nj&)$8Wi{)ind9$mpNV{rf9+2)^6=G>kvx)r5$Q3!w&aQa;&ySn zia*Y%6Iv-YU;5THd&Y|W|-&}<&@gBvg!Z=0cg^|1_R>fRU3FnHA)RC&6sZ9U75=G-={oIh&kLBVH!?dBRTRb|Kj|d9|@Tn zahWD~W~zNOO#Mvg`%?8&8_D#nrL{EITTd;eC3L~s9{a5|iKfylDyE97ndJV~H;c-v z`Bc_hNR6d2n%FSZJ@s%JX+?NvSYG8-)2*yXLyfl<1VYvCkpsN*X^ET+^>_iT1F!j^ zh{tq2__dm#I%&sP&6nakPSe#?%|XhqGp%=Yil?flad=<#1I-R*>z=b6?Tx-2f>ukq z7MB>fB2%n>p&^#A)=I;w<>Z9ar35ESHlmfXEgg_soO3dbT(&xHh3Z4+|M&GLbWzU+ zYx-D2DAYTO#!?<{rp|e(ze}hJ*V}AsyET>GQ*&t!&7~t&NmWwK(etj}u3q=ZJQBe< zbjWgNRaDi$Q{A~)-qqGbnxt{Jxz&2>TWh2BlXW>Tm5v5}i9GG}r9WjaIw?z7d;Obb zYg#935;||~Ve*;X+Gp8!MT5Wa|XpgdA@h|ZvPt)!+R{6BI|5xYQ1K9v? zNZ0FzsCKxXx5hTu8e8EDnZ>Wj%T6QxP6Isb%+-$fvV0#$^Gu$>ztp-^83*un@;g}> z`|-ZK0$wo^F*A@4Q{`G-5Ck(>j`5bZt3y;*YadzL%>Mqh@@v^czV?;T@fOg&qmr#C z+!U^qnpcgd_zW)?=kc|(6O%&TSXGUKPNc{EJ!-5t>ilE%6F*?CkU`>X*x|5ExJhTo zx9Bp?DlKNJ0^qe1?ht0{{U3 z|3sMwcooI>_vf55Gh6RX?oB6<&;p^Vh*T8>3?QLMkzS;P-iv}H^dcxkS^yD(^d<-a z5kjxhm0pzIq)6}Oe-?i4^XBu+?Cfm0TTc0&O}wq7VIvCpQVDzsFJZbB5!TmA33;i} zuHl=Zf7G@w(<(uA_3<3-osHN>t;TlBZ+7;zvJ;i1zQP7Z58Q0^!1MBy?1&zF<#xG4 zw#EcwyKIhYh3g|GllH7m;cIuGW-470W@g3Ha~ z*ePTpCaNMT71MAKzLbLz6e+FzY83kHG42Rl=cZ#mm8iBELLHW!uz=eKZ_1v5kvP-U zYA6oDq0B(zrA)&Vqc>iZN3p&$!aR<@sN=Xooxs)VTXTsTU}mZeHBs%ylFoEB)9|i8 z1>Z9c$uMJ;Y-rWRy7)lX!SdEsT@x?qWXxq9(j(;{xj~o5Tq*;`!vt(-c9PMwPgIph zL@GX~L~I8Q#2qnJ)DWGZuNYyp$rlLg?iSP&D>senUAUB+pcmvX=#~$b4OWbfbqfUx z1YKRfaJ1{{DA&<8ljh%|&S1LP#W~H_I^Ma2moUW{s4g2n;XZdfZgaoK@wnE=HYVXj zoP-?$qjeEnXvC;^wcDt!=A$xOt9EJ)+IDFSb4L5B;{>^p`|7yPcU1qWqpeDKH>3s@ zwQAs0IbBw>p6aRcA3a8Xieuyt(%Z8-p4COIv$_UOmP4H{&@>w3O6fC_{B7`_vqz@j zLaPt{EBj-zC=1&m2tN87+RG0q87AXAQ57XTgH-4O_r*|=3Iick+!lo)0mg|qNEh+k za>IBrAHEk0AR3}z1)Pu*#UwFV%%VH|Jk$6+o)X36C~Qy3atkcP>2y`>h2?l%l%$F> z2nDb#wUw3eicEqes16@kTXl122KmelI49Ud{Y0&-rRp+Fl(S{Y(7J4&U;3BY1u@f1 z#6Qht`qS{9a-rMLz7_tVit>%NE2_$>Z*Y`dT1`iflIndm4NFBevoo-)>ScR#)0l#4 z0#3jToaLBSE+~ibkQ=H}6yHU89>>8n!_jx~96b_AW;i+!jeaOf20nu*yo^tUh4-IEhrihV zx8ZAHfPztCwD?x!qD8z%U1|kkd`<0PwP;35L}OSbI>WoTNqhqvL@8=dql`r`1&)fP zFcwdW#qb$r!Frg4e~Pz!iM#nXN5M8R7HZ=ju~#(5y<(p@AP$P<@}S6sp1gj9ImuTt z23NvKu>pqBd9e!)foCDRU?*G@J7GFCu}>Le)w>uArE!Xp5AUjH;sM$+oPK5P#ukXN>bHq3V1{$`s;f?SP_pb<2Lw|&F^ zjT%7<)f84?Q)mubbR#&exAHMNu>*7f?_4Qw&eVo|tUJ8IZ;Tfz71Efy*jYZtfnZZS zCD3G;1c{U_CqrRssY}rus7~`>9@HRIOF^nev=qFy41R&-+?vudSPI3>cr#Vcf=@{M zeuhdk8;0pmxStK5(p>O(B%jN=vhoOzjJ%2Tj3m;09Dw|%VSQnC=`Y9^dTHFKQ!~{3NRXv(0KN+n>!LdfbD9DiC!nbUb&+rL8#XP(fWpf26DH z59LPp6FJoUQs>5sGSW$wbNw+`Szoap(M{tah4^h5kPb%4$2{|dp2KVKvg1p7&7&7a zvbi&GPd%V#a92Hsv+9&uXIz4|4Y&>0RHUsjsPDr) zctp0mOb_7(9Ws_WyNye9500sOaEVq2E;vtUDok^m`^Ule%prRWc+8T$;0hj6eV`9q z<|vQ`ljH(pG~ct2M!*R8_6^>i;q*PUvFhkVngo}OI(iaJW?!4a(Ps)wd&5g(I_#D2 z({%Wed1Aa$&xtjFDYQWE9$(Q5<24v)pkEqjV!-vrA?WAkQB_A{6c&@8>L`rFqOz(? z@b#AE@Rpe>E8=EdnKOMQJP>kB&y=I0+Tb6YDWVMaY567Q@HfMzxGuCSo|KvX!Tu6P zd-OOU56Jy;j(k9x{$14m$Cg?Vw{YVd1Vk2WL-0Y?=u36$Vd!eIEG=6iC_xzY$SHFBk%)x zFtV;0h1GQpT|&lSsvXU9u^5NBFxC7-=D}E|q>RRBtgUllPM-fj=0N19u2FGg*(F^$ z!nqIk**5;AM{tu4S&!isZLu!VF?F47<{CYKf9VB0FrKqz?l5LpEd0 zSRP6;~!9hq-dtegnfw%01 zFFE^nRR>@nJT{xDX6l~VLhS{QU7Y!La-U9rz+{?C6KMkNH|M~0xzA8En4`!ue4rlV z0FEf9*)jq~0~zCf3(>UBO7h+H{Q)=342m(v@{uk0SI5&%sG+vNW*AI^Xd`Td&i2>z z8)QLy&TOmsPJacDmAt+i_CtPWJ?7vjvl_E-HOIClkcDkkbERY>*sfbaE7*))@39?| z&DOl$MXlvyT0#r>o%e47nOFxJLz6db(O&PJt0{Eje6fc2Xv<5VTxK1@y?7YAa=r*E zwqg}v>rIj^sUJ<3pJO8Qrvk7@#_A4O5_ZaV_&)qV%`i#TPz|6SJg53lA70SgeAH1L zL@(#OCyUFrd`(_{+l!@T2ROw2K`bT9ao-l&@q7wryKZm{k6R$_~2EB3GoIwWSp$Iw}HVY-UX zpqudcn>Ab(_7nZYO(FOh3>G6`sJH~gIpc*G%o=b#Yx>fV<*>@a8-$w(q`pO|IlTT?KX#M@Uv zTCi@}FH46d$CH~QE`Kn><=my8waaXuBR;KAV*Ho(vACY*L+ieLhrNBQejC@4s2Zi~ zf2>;MMYbjI1${xDmTCB=Ukvpr$^M46LSyv7Ji;h&$vQ*3U_$?AJ0FfMs_jzo(yPP zYDu0+zC|9f4|0Tatb;Iv$`~Eh3_1ui$(!@I2xsUx{Z0Qtw(%d_VeY~Ox=5GlK4*`| z@TYN;9;zpFS3T!zd(0W+fVv6W)pm7@waI@FLpR)judw=*W9ngOU@W8GINEOJr+p4K z&_8fAbUm%3GcZy0G&a*VTC10_f}9Fy&VU(EA*z)xSy$0j6V^sIag`26KPt35*P_5e z=Sj|us=sqFa*gWfq&UB*rRr(ueDx%Bp{nD|jjZb|QrU@F?{85_)Vpe)s2!*;^M@6uB2-3a1~Y@PR8rS*eby8+ zTfHaWkqfK~IM#m)rv@J2BYcYY)pLAizErQ3c0(*pnyN*(^p^Zqan~lB`o#98o4(h+ zocEVzsoGs|d?J)KG!Khlq6I311Ew3>1`%c)@uMYo~W^qyV9t{1*t zfA347eL96aIx$OpU8yUb*FC8x^`P$D!Xr|tkKNBM;;)%wfzc==BjgtSM-$_VT9&32Gd2j20UO!VPK2P}3)y=FGwUTk3}<$Zl?etY%g+ z^T<51Zn);X;#^zWGDQ02E$4K|ee$?Xx0nuL141&LS5I9K}wE8aSD~uU}x9>=?B|{whmF%!tVw$S{-TRCB6X zQFn3;qn`hYx{b5^JIzf09`mGm$~qC9)iEDMu~EToHgKB1?D`brTT_nH*bti04@6}v#cW}h zr0F4T-B#|`A)i=@I-KHkQ7fp=nCD_H;01ghmZg4E=WvcW&iTc>jLW(0Q5SKSx`f-* zS@g&>H><(UW;My&!h4>_t!lGct`@1IxJWHihr^Dd#|b=%-R~2l+>jNq20~Wa$o2) zw^+>ZJn8PYZcTGkc-7E-vA;U`qh>i_A@}`v{cVB^siD!-_}#yRZM24RRx~`@tx(QTG=c5!WH+`aWQy!|QlXyKZeW0s^D2jG9<#SK# zrs5|tP!!~hs9*!dz?>?7l#C7p&d@DLW@Q8><7{si0<)Ad8v1m{_|-WIn7 z@-JJIgFFppflt2>FU2e7HCsA> zrg+N@k)*x7>&v1zjE1ScS>CNvVug#iiHj?ghiF*5{j^SNh; zqx{CFvr^g5{UP{K)WyrtpR@co?0qS;M*Jq$ikY;Y)yG{`lH<=)@l>4B=UJB@W}D1X z4_O&pWpB7AeE5>@;umLW ziIJD%!Ea&!GfvcF7O~%LWWAHjSMiO=WILZKrio5y(fd%Eqr*&LkqvQ_OMWCLa82`E z)~DrMPjsVAFoL$Trr!+{I43W&Z1n1P7facpvb^o0i1IAbxFkG*MW#&MtsJ4P>)N{8(ZM7Xf zww+`P<-x-<4QsV}AEU<3EF;+Ym-h5ps?%PF6Sqbf<%bd0M(iPZa?KZ;9 ze6orxfazud%#Ta$^72DDP1F#T#5CECjzTu=rY*|Rq4>31lYM`zQwwkEs@5E*0XD>C zvH{kzlB^${dbq$?W-rA?Y5;aK2H+ie)v6k37@BRR>Op#gRgo&vR%@89=X?-t%e;}@ zWOvy^&dsr*>;dLyZj!c&6W;Iz& zR+dhnve(DelvmxF@{0V`zsEXg9kUL^$5_!;4r`noFXOCbz9z9B2FnF=T8n)-N-XwW zh+pixU2RISABv5WuM#iBUx+Ugtn+R{@PoKE@1}kj>P83aaKESoTvr9z1@xBi zL*^~KjiUYC9GUu!5zH58Q^X0$bK$yHVt?1BTV zmk}3@r$v-htScKtCvuiAoKv{3=t;=yFp*QpGHzZoznN&p$&btm=Er6}*HZ_%<;?Ke zp+(GaSyRieq{_J%a~}7qEYlbFq5+F36yAL+kXT~`4`%eTv=z>o>zn# zV`vP88xD(?k@n^Ahx*g#cjCXIe|1aylHTsS!0IX{x+h)G3&ML-AL>P3?{UKSSU=UN z^h|$E_qe4}8uhnd=)1A0_8_j(U-qLdH-M#$X!EnlIL}s7#2Da_D@PLk&mj8c5OiK|7?%dFA-CWS=LTf$l3?fXg}+v^$D3~$ z`#B;Ea`$m9|E}SE(cTFgVKFQHJMa(vYHc=d!+uuq2UxAQFy2-mD`*Ahh?8$vL8l;9 z-GN77nF?d<8Ik#A0hwQhVJ_)?%PX#n>D;ojUZi`5l)?1qwz4>m*6(2%T&T<8A|0?Y zWHKgWZ5+vdUYh5>k`=IESy+E@!8hrEN0f@N~ zj7Q`Ee+TTq>)qab1?4F`w~dBis!;*H!G_LcOorN=U+Tbhx<~b)0UXA^ zu?L*P?r;{puN7ypC!9y`o5&{F-zx2nl%wSc7!3g${iZK%egO^P3utUDlnrqZB|uqL zXoX-EXZG9vRuN~k5{>jo?F#S>(rJ3V+c)N$nC9A}nGS|+jn8tM=)48ixZz>VbVS(i zymZ3MFcJ15cr~Gpp5@lowe_il3Ndx`>Ke86OkS_0N5$U=*3vWF8E!3IovF&SiI1hN z;tN>=56fyePVN%rbaQ?arR3+Fm1~MpFpV>Hvbe+*d2w zA0*ex&vL+}AZTP7}_~>l=3;F)F>6=Obs2WTxX;jp~53=$9Bet zj!+)L8LS4YK`Kq9GSBR$bOt$R1?CaP`M3$Ng-z-IT36m{^!i129#!eL3 zDqFIL`q~m@%a&D>;1a!?L6n1=iJM6eXcX(`2;?xfQg0`#Ya}ZU-FOe z$ML=Or{Pw5aLU)TgL3qEeKF+}(H(_(+2Hl{2{_Au`d##&>BYv+u zr*G0leL>%*qmirnyM({!*_sC;m-I>hlA@RNExK#&6ai`fK@(HgMCPXcsy8QGFrVKW z`Ay%YH3=v5C-IBp2kFf;NPFdGdQ)#P?d`OUwo)bkK)nETK#RYTny0+2f2*`ikJ10p z8U8P5tp0{3#jhui&kXBm4K1hkI-m0Cp08zmK8;9wJG_8A8tCQbT04Cwxn=w^x|4h- z`GIel`CJ?AaWmO#dA2YuCvFH0`NK^Kxn(I~o-eqRmojiUSNzVgaPiiLA1 z7@p=^7?Y`VYMJuuJl;rD1o7HBO=sQ)kGli0J)$L&6SR_`JLa`IU*Hjf+;#Q`Y)vKzvs%Yw- zsvO;n?hnp!E7AhD5?Qetw9Fl-2C27HLuy3dyOY%qZZk>@HKG>2{`4Qigiv;9MXWP{ zZ;8rN?Wi5K3U#21^2HQTK~ zcM=)}J4Z9reZ216$CJ(lc}AX>f8g(iGjda4zw@)aiJslUdw9uQ`2%knevyCT1=Bkx zw*_wC*1#X;`U&S?U{8EPG)_5WQz2K8pid$L!)r0<#GI(pMXtovxDr$8WK-vlmCm?YI@U;82;7v;_yt+L8C1na)pm22bNA z`Gq`XYLD;nD8Awx!ULEqbL9c->U@JESr_ydG(T*UiWRaa~{6t+AGGff$b~pxrEo~6xy6$?CI)V&TEc*j{EuO*niv9EuF!u z2gbupsqJwfIPyO74Y)*I<%{w;IS>x$eY!v7(`=eTBk31sudJniQ`6kJI67LDzky4c zqt?rKoXjS(FfYnqM6LJXJh_AK;Fnn=r#=6Vd@r~fSKx7Wob?Z%VL!8v_+zUNjAYx* z&iNd^gkMDmb`Nvy)$kBMg{6=OZCP70vJBS1^UUKBc4W^oMj`6Xw!sqWMYGjTn835y z7``34v+is=l%+%PD%%1>c?o(+^=5t8PcVQ@Q2p2vyA^B2%JAmw4RIE;*spjU(|H!l zVz1a$h`~c+ghR$bkfly8VjYtc>6P=^xs6kF!|1N$RI)u9T=c}J#2S0CYkbjx#?cc+{ z1=QHLfR8m{gT1AsorrRi(p~B|GhA2%{4JIjz4zwE~Cn2)cGI3*%Vp16f91 zHJ&{ci-}VDHhgH!u!>pbtaq%C6|@>!b*w*eq`fzEiC^Hiz~iL44Y%P6|2Fiavn%wA zx&zm^S9)xBZoo}wr`o9wsuVpmQFbb}!fv80md1UtGxh+!)o#ig@FjtAd`;q;ffobu zysSMav3?-G%&mmK^+o-mf15r_oArRm_cYSKS%0s$`;Y1^{ws7uZ!+aEy}`e`RP_?y zMGpFR`>)dX`Z7(A1nn{QJo`dmrG2LGy~LI_PwHW-j3l00D4sV8l(#F{iTs=Na(q;eKcB`x3=2^it*ySmEG3Pi+&Nf6|KYlv3^OpcCLLY z(4b(Z@}k9fGds=vnkIHSuVq&>R4_9d$Me%Gm{t-`;#KUbW|k)fI@x7-J#$wi)`-Vq z39)*nH^z?eeuXmZ=Ftc*X~%Jo`sVl54upA_hj@@nb42b0hpXjob;=5zP$yM?>QARk zy*AXz_q)2QdN~UtIfXw9H+74-QP=OzNKZmaDu^0GYV=oz|#Ig(Oopv`qCf3t<{E@{v^G?PSpN@5;dW9ak^u(2)+gC*yA* z(v^(Vg7aLM(x|(eZoFigu?)j&?(|>=HC9cO*K4ZMsi@%<_p3C|hYU@~R8doBsxq!^ zJPkLRR~kHJWfky{{NA3#Cb1lO83wXT z(1|X<8|-ml2=fJR!@kf+cAF2UQEVg|!LIR|?gTc0eIorhfz2YH@iPr^q9~~rv&F2u zV(KMbUu>id^y1%iHl4la&SWv1%0d{zb#f}3!V)o4?56oFO{@=n8912O$KDVv!+QoY z1AhBT!fF4Z$Pxc<)T`7Hsu9^wYw4@-QhMKH^R4u=`o7OjyQ6*!-3;9h{jEltT&g#H z9O`AXS&5`|DwMQVRSvCp-&6xswb+}9rDBP(?8KU()+V~OqRZ}F)qtkBPg7ernO<aCu7;Jc0)$!xKJ^lh8Xf%wbPRrBd!wEBbl*99D{O`8YCDWHnsGanQk&pSbqwedv(5P~&p(8NaxNT`!dI17=L?}B zUkpuo9^8JN+pYy}IbEi9&X&>o)C{oV2Mgu6rTmgV>% zIUl?|_>B3c&4GK-XH0x(!khBHRc)i(ZmOZihR|?&241G}Fy4I^-?#m87u&_g<4#j% zNJ}4PZTN1smn~DPSSKW-L$|OyLdhw(hwWigaf@3;pJI+LThHOgSe87>^6)5I;Lpdx zda-Fe;Zvi}mzrE^ET1LshB2~G9>FGo#qxW6)5()Voa5+m2Af2@3~fN5ZR981EJr(| zoeqH?Ff+2OAZI)4+`-@FJ-i`rnsP&l|2fs8F4a|O#v5!2_EwclzC7Pu;QlW6VMU|y;rd^gisu^lfbsDH@P`-OGSe7nD)2XjpjIva5YOadW_Ndn` zK||e4YNzsoXQR{HaB0W`kYLz%jjaDjjEOorucl~0m=(@W|wIPoM zsukUETbsHKl`HgQEZ(If8k>aj9TnrZ*b#1JTBgGxl8zy>1p1~1fbHUhfG1aZ6i-kD`+)>59QyZKU z`~*M5`^9|+UDQne9o$s6xrP70KVTsWKrlI;KvxK?7?zkGP#6>g+$2mwKh_KQFi|)d z779K5`bixTHri&#IhY_a^`wMZ;hLhet|3;3Q*n^nLUb0J^da2{CyS_WvS?J`$-dTg zajd9^g$u>o`$LWW({Vb^z@l;nrpcmmCf4`Q#$23>ulOs<2lg^tj`{w7?Byoc^r-Eh zfik!@NT zcH!u1(aF~V2gN&~_)rV`b!=}p4ZRu?F)8QS8P-cIN#17!3DjN`Hc_SoB>DnQ)Jb%- zvskPVwPB;!A{szYH-biRJ}{XM1?s_vbX~ND)+UQvM6;a5bW1eUx5O>s`Ip7iE!YXx z(?;qFSEC=&WzhnLI8C9kxxc=#Ou3z&hsjQB(_TyWL32$KcQ45tzoO`1lrKQXO*lT-YXULX4gTi_gVUZ2xhSfU`;EadANJfvF$hX>o@HGL^EN{HLHQbaW)lwMqVw@NlHMDjun%hVsuKPJJ8r2_c`BdWkkG@14XnRT9d;ZuJ6nqfM$crNbiCMKo3IL>e^oy-g+bMX^qNDl&ZK zpuMjq)PU-6PR$OrGWSmvuZchWt?4g!ncZDHLxrIVB|{_8ShcrnDGgy#Ai*XAOMpP& zrlshoa8L0E`w6eHYYYX4EIS4}bXbnV;kc1~!9HidIN7+?JZn#L;v3jo**As>CNlnH zuf>V{zw8t{&CVMBa!;_6Y>Hefud++*FkWFh<&XRiw%2(iEdcYk1C&VB)Npr+`+6i_ zwWkigjbgU1EqthF`TwF(kQuOe%#QKNFbM)i*DsP&p`$!a{hmjZV79p7kAn<5T@<33ZbLJt z>1Jlyih(K((x492p>b-P*edG4XsQEm(HI&kFS3hlK7PSc_y)Gb`5msZo%kI)Z7pX5 zArrr`7McjTM}CJL?2ufFjr}uly7 zJIu7+GbF<}E2n_5CfB}fGxjGyk_o1n%@Uw1uZL+YjjiC#podchnqdcg!6@?;ygj_EDzZw3%4`6< zAe8FLeiC29VqTYCV}02fI1fL=FYqiK<-dW{lbH{>7|lFSHJUx-qiBIFibb)6(d`Lp zEn7_!c?oy2KI8u7Zr9uNJCT;beY!sG(xXIO+^-MncSSK@7u;&NZai-iGmn$1P zJMg>k9^8pJa+G}F_pWcmesX}^geUxG!+Wuvvl|0}De@ch=~tYCcn}Yv_l~2l)7P0V z58+&S5OZa3XOTRNhcOa4ibI^i&QkfQJcb^_oN58@jvukCQ4bzJ;ArOuq{tlE#hEM{ zC*{Z-*+&ituka!zR!eOo@7jOH+RAovPvUksctLLPQ0Z{ zVPzf0ABrwi)k0Z70!kH{A~OoF^x`&rGaPQ8K?)HX{sm(+tkzWH1wc~Pyw>Z=Tw7_ z0(H#QaWszVLk>ms6l!du*;uLvJH>ckBd15nW3+XR*mtBU7Y&V`~3XyRZK*1!7$L7*yF3Uid8Bb#J=@gSur?Nt< zC1kQp_NvK7elXglBzp@>uoA2_491R7nsoy2dCIW1P*E14&nz2OS*tCd@yV;Lm)Q=C z!yVQRYo~P)+wy!mWq#*lYcd;e`Pf7&&FF&?Y&%=UW?D0?G~@eAvRPJ5HVEplI;<&c z&X!tP>`%7DT52t}io?6syH*@~6Bb#|usPNoOW^`*p*7#C%H|c=JZphf%j8b)h#S-j zTj2v*D>`8(Tr1viqfkq{;HFYv|4C<`9t21ADLn*!^8Zbb^*DJ?kAXREkUu#WC;98q zYj7RDRo7vYa{~^l75@2A?>*x_=aR7_&eO5>Zb?y6#L%Oyn<*mLQooe4NH@ktI7Kuz zYQlS0eL?>Mi`hJN)h+6@GW`R=q4=|JFm|`U&_(da*qMZ21T1iLe__#N~7}Fejuc3vW z(0el&5(1`|0HJr&OmCq$K){3^Isr`Y#q<^eArLx&xqF=dKKJ^4W~G%@N0N7U z=9|?go}5vQcz}jH-OL@d&RlOk_V480xSjk>t`wD`*7~n`@`iuQ$NLM07YSd^>!|Oz z<8Jl0RR{QfUNCMC-xR(%d@tY2hpBRL!&N4KMQ6jx%TWB<3B@FHlof-~np~I@bLcV` zmgdpe+YB5_G0XCDJO{?=WBEir(aZZ+j*(tp&ccF6b+<~3<=&eiWkos7dT)90v1VtU zkF&SKtw6cUyURP&sw@Hwu_}rTZy7N?GD<{=XpvJ>GvD3NFZf0CP*8i%VE#wc2tI<3 z;ut;5GtBeB{9rzJKlhvFD&v(^!0vBbyco;Lp3`pQx#uS3U?o@-mPoW&7uu1G2@WDSY6b`ZjtS&aj8E~Af<2h&+oM5xzBs;CIILpqm zCD~;byTC58jj#g-vHOq(pF%@Oz#i-f3}pS;VEj9%3AG}>cqflQJK?p*ix2Ku%A))5 z8*C8wbome-=rU8>q~~zS$WXt-@9+eE&*p{Z7X3uO!#y|!XJHYYgB5fh);Ztmy?){x zoP%W)C^ z4gMkC=<<(jOb@A#)|%RMpX74;zdF6%$bLU#YbYdkw^Ss%*9za7Z+l2(aAi9 z9n4dB%y$X{%n@_N2~4yddz?6k(e@(YbF=VYwgmS#&*6E^li<1Ly|A0uGN@b7S@8hR zia_}Q*O_;4qJ0PdWs7+qH<|bF9u9UV+WqYP!Dq3r{)HNLy2!$w=4m{Qi^Lh6B~Ic= zeecd@XERV9$LS)}u4f*=1Go>5z(;;V&GvoB`NBA!^QL!1zKwZbCnP2O;kFN}k1Kx^XTvCiZ-MA)}D7C8o7op?FJoZ~V;oSYvI$7$a8GBDB0)-Yw_G7|Ai=Mx2q` z$Z3RlzBE%rBT**w6H!-G^!#Sj6Ai?3Zw7uQngk!hNg_>@bDr>aa+RFG$MLFoP*%s* z{)YHmerfl#f06aEKGxIJ#fP$@+V7dC+kC@o;80dEWT|<`I89yb5%x;sI6>s=pfbjy z&;``RO_AqtsrXh@u?xCa@hVO>uitfTOV83jr_Em&w?^?Dolmn#3S*u{Rj5u{oo^`7j)+Xpp&+K z&=p3SsZg4YWAj-hmI8@TKzrfw(2*Tv$*ha^ww0j=OJkcML7&M%)8PnvMkiT6JkLt< zDJ&XpVFJuzJ7Eq>gr+!~jiv>x6j;&`95`6$fiMiibWsg!;8-llUE@db6bHfsypP@a z5a_{sYKFpaSdv)OY!w=+J;NSn5|*~M87o2>T7$gvw3o>YS>|7^eM>s_vkHh0L1|da zI|&yUFL`~V7xu<_#tzjJPpF*MDy*lP!}qeO_(0u7vS^j zUfhXop)Ksd9oPoKb-g`A@%FGAlVGH%YIcNp9?$Q|ygZI~ghQCDts}IDz*X%utu?7~ zGJfC{;1RC~-_T}J1G`WTD1i|W0cG66SOlXW8p>fTRK!p5BbZ2Su?UQ%L}-OmX+E9h z{qY8+%9WTQg^vCm;HivuuVW85=v>4qyejVwqs{Jc8Bf}8@GtY7_Gp9nYyE$#rhBm$ zT*KvJwrFpri5R{~M}w#ID}{+_x~KBOQW;C-L<RRlyn$%LKgKEiGt3W>W+zn$3c*xrkHw)lw87RGs27H5yq@myy4vzW z9*BqB@Hxdn2db`TU|z@%pWz&y2l8Z}>q7-WurF8@=s_9Kn1|`{GYtl*6;O{>Lt|=9 z?P&vaHNZ!q3upQ#vHOcm|)bxZg`6i58l8xd#;#m`3o2M z3*!y^3A>CZS_@26nRM6sns!51^D8w6_G;yk3MP$(DSQmf;8S2S*fb8tK?u!;{Mu&2 zESL|`W;z7uN?Tx?o{MF~UZ^C%I0BRCVD{|X1(~|fx9V~ycJOudoiu;PCiFqQRSi9Z zop6evwkj9J(2dXpN}z&NCnkzY$OsCYiPkhy(UjsuQ)yXV<&r*1@;?<>W*3!@@>60q zkIY}}*E-_;A>Qhk_ZI)gH-bq#8sn zEc2@TDzCCAK#X#gEhTx>6Z@w7249G0;y-v_JjbUxwwxEw@T&O?&jdX;|G^LV$o>c4 zYowpi8}kFcwi!LLU*bzV=4QB$@My>@^O^k)p9L|$l7cMhk;S}z8LzIIhwZ!KPaU-% zxF=%sM*S5#Hf%plFwRgt?|E8jtTO6*R~Q%QB3+ar2Ol;82j zdT*iqTCU`Ccx`<)!EVD(S)F7qt+BT_bFCRxc^-=a%JcqOWe3!Db2C40XvXtIQ(+!6 zk1idp;J$Feu&$hC?X`x>L~Ox}>4;GTr^uo>TP~Bg%oP45pD&AJ;CM1Gj-B~2bG9so zU3e*6qK_x@&v`fgahUCErZ(_kcc@C%sw|Jw2m9bX?hoD_H!y#dkOMMrwS%$a^W7*v z@UwQoZ9*%!ZSi;i4ZF8$i`_#?@Gf$ZYswAknO3jA(|dSjFp1pIW1UMtt_hJgDvh6; z7{Q~t54*|+asyq_vmq89uus_I@D@BVbTHlb{2{9cHL-5V!*Z4Hoyw5!R8wl^StFZM zb81FSDML1;)!LfTdllFZw8_Y>Z_sU8P)JCGHN=xCJJCUzOh;uGIeEVC zu4zCApoW;{-KJ;pW{^SmwCcaFvx5ilhK*(w*-FnNJH(hkGpvb};GQV-UJj)?5%**u z-i`^$>zOS#sqLx?Rr8Uj3XPN_WEHAPqh&Q+{>xuZB^oOKaUREbg7ed1Z#|h;&-Fao zYRf#-Pc_tike^mLg=mxW*gHoRr{YvXbIK_}#pt9nP(F4lP(>OfD^d~PX7!a!ku7CG zYAgq<{Mrw6RzsZ1vP@(tsuG+co2gi;D3jH4Zw*;a22+htE{i#S>hBGwvdTxfWE2f@ zCi_dvB=3aKdaAhW>_le!nqj&{fH3WQK2v374AoL$6iOef_D)X9p=qru=$I1NYwzvg zjilQ8d;uBnC^D&t_FA#}mvid7@Anp<0@TbKE8}Dc<t3S90PgII&2OtAOlxok_cozjiHw4s`YU) z%+$KI8+3#2a8YkB;!yKqcKs9H%j%o35i_jSn1M~i8g0w4v`7?lwBl|k6L~Pkn*t5a z5O4(#r%B+UB5E`Q7z>?@L#`3mUe0mus{Ut#~Gt>hH*2bnjGaXBsV6^bT0X8%104{{PQB}It?AK zEE3^3e!rACBDR?Cg2$SnL055J*i2t1(N3(zmfE;Ez_Sgv>D;ce56lr(5n)=lwZeH3 z@-^QhP5%+;W7YMHoe4wO9p;BAEJo+o1z9VWBp$fi{cHFd{=L7k`rDJry(-Nk{9KLZ zlY(ZOd4kS5=bhG}zT7qQR^)@sEzTgbI4{mmCM<9kIAtSC@qV!>=2c%IKGBJa>}1Yz z2FAQJUf8dVAHBcQHL7pd3wvR$3L0s>m&56y=PMfcUj|dVphROX6*h_(^R&8IKzWU6 z6lp{lOM=GJ!<?%uAM_E~Y1z%}DGufH|sSr$)VZ9Md4P*oDJG!wFkiqif61J2rVj;AYrE8@# z2FpV=_)fpkDz=(6gN8$nyxR`vkrLwQQU%Pb8yU|ab;-GbfXEd?~#b(&(lWG~rM z_?rU|Mq&(Z6Juxsom0cGj%;K1kUiuKRX{7O2(uxs;hpp>ss%4~CU3G(=4S@G#fIvU z&`j&Cd|J!TVU1WzouznTJ3GME>fc_&)-%$1Nj_Z08nd_9oHb`3!65cr^AO&$w=5Y3 zYGvOH?y|djTn%B};7|4r1dL$|$WLR~SZ3fTU@(%M#=fi%`;~pA?~}pju&GoWia-Zk z$i88VSs-t!4g+uj3y=r}wIcly*3n~@rSC9+J!XGuyUQ-<>>^2LQ-86I(4EDzqO25) zWjS=d;l(6&MW5@WN!Hep?PvKQnf)(E^_#V18T!c^!T>gqRbYqo`%PteSY;-yE!G9^ zV`I3^f;xpy$8|#beDj5b#&Qyd5+*v#>j)Ko89g zyorHKr8nHcOz|o21-J1I_Jja+c~8h|q`(%@1Jdm7_y-+l$24B5i-*~dYzNz}X${NS zAt;HfXd;XEm5xaJsDqmpx*_IVeD!!V$l#&>NId~uFr+bo)niZe*sBMd*jl{AYCu=E z8lrF)^wzT@3VW~^Okn}8u*~FnZ+iWCXb+D|7>l?aC3*w3wK~!Uw_e81aiY2 z7#@-4e`t)hZW_t{N}`G==E>q``6ccbEv-AoH0w8ybPxNt@GNbY{0Z)k@GPFi55^63 zFX~nY#4mUYf6_b&%M`b8kJzir+c?Jl1v|L6Ft8u6z-rAgaZLQC^Wxv|jChFq&70zP z%+&h+f%#0_u>Znm;xGJPUgA@&&7X^hW?;4J4ZaemLmY~b76r@7ep_q#a9PKH-~3>L zR{Kay^NaaN{9-=Ads@@K(wV_y@wM)m&!MSn`A$%rx3ztYW*cw(C8Bynei3wE_MocP zTu;aFrnE@TmB|G+sc_!|Z!TIJ>Z4E@qw;v897&FhP>K{qdGhcut(IHz30l=ImG{gO z(yNN8{rtIoj)T)3Q?R;G*RY*$c{R0zr(kzYjMEeA8~1hGe88Xcp%~yTAA+y=F#MZ) z%}qEX*V)ibd@XN|8N3M|x1)@qfZkGB>l z;3yo{oY0(t({M)f(7FJZb%uEfMu@@UoZeo9WpoBmoyk6b1rE?+aSH-u(muKk`{;_k zBCt&tt98o@@I6(rkJAmkJp!q86lTzB%Af_}Quetd<0`Dz*EBHBK_4+tT!6u%xOxab z85LL;?HTUt@mYknLpmOWF1#;>h?{H&++r#GJpD=kFoy5hV|atX;Me5A4tj z`Bd1c9?~{1VT2_yw-v!7H5S@f%ChmE)*p9xqPtqOus4c{W?)roU)T#gU_Zxw+P0bl z%;lnvJ)Bp;SlwNQT>?Au4ne(SZd~e2bSjwAEzisITE=Uql@lzF*|$Wpy<995#qDz# z?k*8U>`9`UIZo`y(c%D(GB4mJk!J1`3(bXQbN5Fv${uIm)+0I9{teISaeQ8s_B5vV zz7p1j@G~+?-jXk5VK<%18H;I==8CmR_tp>e1D$oxxnCMz8e1sV-b&$ilChqW{e|pZ zl$ztP@hfdI790B#zKfi0*5cE&CFO3!m+2fJ-E7EjM@|o&6WWZgGkN@e^L}V2zQb(J zoAXFd!LYvkSFlCSeyv>=g@t$<*bVHXbVM`7i19Yl`w`w5MzVd1u7qV#x{*aojI)#@ zG70Wj57qMEvbk^ae!;WcDegq~Do=Gk3;x0_lPDu{y3@id#gtS<)igeh&*g_a^LS1* zo#$3F_{!*I{9B&RYpdU**YLHuTB+8`jakRn@z%=Fac?=Vsh0El?j?R%`=o$hTB|N= zTdRhUE3CQod*c)y@=}^92R?( zSBeNc=?48f8}#*$;{sP)<$>Rtth1;?{05r>d)U`}E{wyGbPP6X{j&k@v%lCydd(ti z7oz<~MT}j>s^G00QYZ3A>_K;nJIy`JKXcdk7v(9YimUfw3wc(acK(@s1}~Yblq#bZ z@x_|{{&H%L&f({3KFZ$vNbU0k)`92o_WtS7Mb&&>RFzbv)Hl4eDy_>R?i^Ma@=#Yj zcemgWaf)8Blk^b&!=Axaye^K5M&gdXfB%Tg)zbYlID9kzQf=jN?l!(nmpgcAcMlIRMD5|lbbTlP_sil=-d82M zeN|u8PxV)mRng!c?m7NRaIN4pH$CDh&r(_HA&-szI(}c!ZL=+xVGD!W@iU>dd77DK zPBqUvHF-^b$r)$n%RSwkZeDSwMD~l!9opagm{;M$%u2jsHkCC6c@y)Zzm9#7QjNp( zF9*rz9dFdIM;Ybqy|kAK>M~Q4Xy11G8H0_z^xEz0RJ4VA7SqLPoG(scA$y)^ZXU)% zn8QAVQ^aBP>FweFGD!r=uY9+y2w(q*IJ<~>%)bLmni;+yeJ8NBIaB9+Co#W$Jo_8T z8BG?}w?~MPVjpJym+cY5MJ5jP?Zt}ba?j^tGj74{xEouTN3or`L?oL>u(5uE`sQNa z0x>=K3o}(r7ZbAYd=wvgj^Z?N6pvvqGw^lfm?jIW*dxPwo4w5#Hw$~4UD**GJ&4a& z{rO^XOb(zTfbyMKOl9FN?~f;~$FvlyibjwmcH;ZQc?Lu6Qbh=&UxBV(6&RR84~zN`qXqjn9UH z6i|c9)FPdWRMec~3v_)cq(c?@cRlki|AaDN4Qz%j5Gl55&AL7Nt3zN-C9uYs2?xMb zy+vScHk~RNC*dS)mt84KcA<^1QD653Z2_;?1e$^&RTy2xQl(Du~vtH@0ho=KHMeti9XN=PK$?t`pUx0VG%3`zu_rL)x4Yz1?_Ts zhu_AJgBF@UiaF*FqOn^|$G-11Ys4yX5x+7w1c&el-+#nAxTvm+N%jMHr1PyuaGs8e zbu?C7)zLl>+plW-o-SvvDX*vA^dr<1;l^<|4%dT@!7*qi4r?`W2D*t9v6QMAtLOr( zq*eNgOZv+H0RRC1|4f+&cojw0$LE|gGh1)TO$aF@1PFv)LPxsvqI3lbFQNCQhzN@G zlF&g=I)W6Xh9;nbARtAM-lg{@z4M(7uix`Nzh`!4=kD&^J3DjE|G)PL9Dya2XdMQR zrK%Suix94dn_>^WL<95bY?O_@u$LI`U>ua;5)TzIJETwoBtR16f%h>lcr?brlppd# zZf<={c_9~^(N$CqjDUie6`~+36vpOM01CihDhP!#`4EdiY51M0f=BgChT>3s7e-65BiTxhf}v1~rokZD2l~J*>|uPxJqDS~Fi4jsxq283gQE1e z@!0&5Tm9hy4uAnL5T4>Q`~o&ut!M=-gCD`Rm%|EJ$*cgM^6H>+)KX|dOQC}-E6?au zNQE|BhN#@KEwqJQ*d9DugZIfctY@|XuYU)otG1a(zP3|gJGRa2-Hxe{Ecaq3=mam6 z=}NlpPbyq6*G^|%*x$-2vL@`BI^`=)&2?RU##klCLNukrW+R>JIEtt7uw3S#BSwZ? zFHadAtTGjH`q#_tx%*lBvW~R2OA3Dy8fZ1l+T1ez5!s^r-L3VqyuX3dOP6#~bzy3) zr^7e!!l)Epf^NDq;cKf5_0{ERHq3@OFds(g`B06j(LgvqFr*u_-9GN7IvNZXgfI~){eDf>=F?%yp6R>MU>*6hVc#Ky`FjHv)MUp zQK7Ky5njGa^86aL^A?UzYgZ`VZ~N_pi1(8Nc6>znyk+yoMP!c{9dQtR)*hZ0yI=y1 zV;ZSuD%==FTVX5w2HTiN&Qh3bHm0j)9wSxFrQ>dI-AI38zW6KDeSu@N+a z#?Tag#2d5(Q`CpB5;Jftl+K1HQ+to?B4HxK;I;8HwJ-7{b-~qjWm++h}s!PUGIBz{u$!1o3SJ%^N z_Dp+_er1=y5_nG6#b?k|~&i9o@}A*S;9jGqQ0^U3#B}+jIO$k<%kP zI%gsq2bLSlja=aeX@Rl8_}-`%xD~V0m=MTtwi|1md4X%R%9-ah3*T(~OK!)Op^7?-fnKWDq?O#O*h$0Hp69U_uXJbpknmUyrt|b(c=R9BRbg& z13l~>_SnQ<0xuJ*scPzKbOYO?fJ#zsVm-T-UBj+teQy2}>~Hpo{w(@ux3a7(>t@*) zeIvean$5`nUW`H|D-qQ-NBYrA^bxf6&XjRbyKU2+ce-(lIz!+ZpS=S zNB#Hlyh@2!qAEN4qyDznVRo~F>ZI1-8tkO@x%0yuH3CQC)IfIfsH_v{hd?5|WsF-> zC(_}(we;Kld^FeH9vE#6x0>kOlt7h2IjtO4y(|WW>5#U_CMS~|)-Ll7o-iNbL*|Nl zfY;P%^O|~u|FYYE(IGd?${BLCtFyTlS(NC8bfJJrL7m67`C2($MT#P=>{g79(SGvN z%7}aF6+Y+k8eicXd~Uu`L`ZL(7wR>>> zgV1}7kD_&uDq4|LKu1y$9ZhfP;6_pm#d3+E`j*%Fml*nwTg3{|B=v$){Kq23g{rzk z;%kPQMTP4UA;0!(M+e=6D3j|Pp&TJw|CQ^KvoqI;xckoSuovnTb4Q(a?x>i!BkGH= z!|HX;7S1x&!pTspRjRXE?TO4#;c=Ig$3?ZnSrT@U>!!IbsU=}MoyBoC!k(%7&NKB? zJyTEk*S=8KvhH`LXI&e1ztA_ah7*dsknqTU$b6v&1^WlTP{Y(v6^b0GMk?DGsmd3e z9$Xw7bjGL%E=41AI2pl-s$)X&$U4r%$VW+K!iG3o)mBv@>{DlcwvDQ-lj_)Et0R{w z?=ExaT%+Q`4o9w4>s5iU>7in}2$L2{af|3e+S?YOc&FeqguIz^@aFz z@h#mkp|w%h;>U(IM-|bnGLLQLrnrsV$BFs$srV?JMeE} zm&%UPQDO2_k6c?-eMf%j>pQEnQ3JqDneDrC8;4MP4thtoBwHs{pmo z`KSO5=GI%j=GD_F`;ky}J=XQkn&j5e1)}S5toz2D;l9W9jE=`c-K}2M<p%xDkswP0e(b%NZ4X-!~uU;B#XU)>OX*2H^2DF;v3A5!}KDZ2n}#B5KWdNVHAvpFsh)}$|O2x zOomOI(GSZqoXu;~80WgR2s|EJKLDx~5TTCg^{^gtsr9fH!riiJ0QIBidK>)Ce59sP z7o~L2l;~<@3Ix*)zNDA%3L><|pcc|H6(-AQjutnKN9vmO2HFO*;m;yf41(1nLv$4r zFiAhPKEzE%1F>237DI6=%!DywHk3xcY(RT)6m^4c&>B;5ulN>b!8~X{rOc_cUv|R} zjT_RH9mIanlENv3^u|Dn=`{Y4Uo4$okxLX|-(~V+q zKpui`#5bZ7ek)2rP1+|cV>nfCW*Q?g!`&RXYb?O|m@mr$tfLlUeO1d>*Vjxrrr-RJ z3YeSiwo1wltmKA5G5Sjc^<}Xa(&Q5T6rSNrc&J{&3-|{g!wc~k@6#=MAq+4P5COoF z@vNh=Ko&S;rcf0eB6Gle-JUwoHs$H){G6*x=&RzY_=}(VEpbb%4g@(;Kp?ueeMv)riPq5D)HN5StRD?P%E;smY`XYF!MoSJQtBc?y zT@25f<#Cga33YP9jh(V1mXGRzdE7IyC-%h6))s5BI~qgEV>qT8HgD5#0#4y?&M+op zyxQ+3s%rK)9EauYN!T;cH82r#s((vIV>PqK9q0DP`|`N|bNr9d3zs+ztmf#c*pKid z+`w9-ia!N6%TZZ6VJ947Y_NcT$yfN5L0k{Ubs~*Nu9{dX@{7A7nVBxiigMx;ks|WI zDPAQ7P{0Sm&ze3}jN`R-M)VZDxEvSVMGvuo{l>@Q3&y2bEQ&SoH6_AiKDQVQhOv+? zYSBt|JGrT8@A9v z2!anfa-D#K%pkb9P&eTx`YWD>^Kc37i>q)0&M1izL(&8j43JPj=BG%$4ncr41n`x3 zB_7i&aUC9t)0m55ElBEAxXxIE_K$1*&_XNZeXPPOMavR*6~tHc_S0&B!R%-|N_ z60u0sggIiS$jzSc8_@7`mz`$U=S+G0A#~b(ghdtU}OA}z2!i5dAZp$7K9dDKE$T%Jo{%l$`Y6p zJeH~{vIP#O7Wg49mkDMfB*IZE7PHtB^&Xf)%kZMOC=S34;c-hGXLofR4#5HTyIzlh zl1Dh2Tx6RC$Z_nI0In4hc>4xMNCgU_$N~p7cw}LZ6^+^PH!~-6p*}QGCcrW1D%(>d zIwTH?t{5eMgd^gJI4Y9lEp-9{VvlY|Ym}uN`%Tz7UJ>uwY52Xd$QTp$1$w-Y9U{H@ zxqL2P$U!&=U&;RN%gojwcB}X0XLv{6;q3#zH`j;Y8wqN-;d$pVhN-|FgfFcxF+pU& zRtl%$@+gl*oY@6S^EmIO$7YhXL@&ja{Cg^!sW3*Rs{@u7WoyghcnW*NHS7m>@D6W3 zgOg^OTn~lSInhUiiyo?lj29zBRgmn)n?oFK5(7Zf2}*->XoP88c8F~prHZl7T_wUX z8dviy`vrI59dR1=<6Ysg4{yO)^;*0Hue=c+4Xlk_;@Doevc>WO8bOy*mIVOW*j&ItUOJ%4#PAxpwBjzc||($E7-K~F3P9{q5ESsp4e zm6`YTyD$RZg@5td!*B#K;@tUvo`bU?8OZ4JH4Yv@VHlm0bFL8 zW!Ry;57V(emuBz*(}bN|6Zjq%V^i>G1Os50Jq*Ukp)lU4COdJSS;@H@Ap32%Tal~5Oh=qtTiwhQ)x1u7Nck{ToqSDH~AOLlBb}LJ_LQ#99m2{ z^+IkH$G)&Z{KRY!b!ARGz^oDLL=W(;wqA7OPdA9XSOACc+8iPV{tpAh=VEGTlU2yg zAKAvJ<6e|@SccUDa|f&9uUZ5O@L7pW4otv-=4d-7rklC2hRlU^WPN$t-77y3HN<9~ zCcW=(lq6KtZ zcHk$_n`fgpb9-gZ&(d(3XLDyvh6z*@$b4pPQopH7cw4i${za#sTWAE{RK`r`!QUpp39Zirqu62^vO&U=v&- z7t1=HUo!6?3wb|p>$5K{#YqqTG`&fP|+c*tzzI?13VZ%)B>&w2)a=Xl9 zY?o~@kCBQ)t=z_Fs|~hcJ@zlZ@%^>KpXElz4u)HM^#il9+-yJfmzRhA<>Zr)ktG(x z!fMHPWC>P-$&%9;zEaPrxBn-%y38NeP!`03tX4mgC(Wv28gvj9#ci%E}omOXcVtJ|n_co%UHn zbVVxSo2+Y5vhO`QX-(3#sTS2{CTZ`jR!!!JRfERrG(ASA>l);7*h=u#q6FV>;os>D z-6`uLU5~4NS~ zC$t;(r|v*)Xq(=qbK7mHEwy9Xa?k&gO0g01^a6b$?y=Q~JUUYeyQJNbJZAd5YwXke zSYx)QJ=`v2=jUrh#isiv_)6NHsEj?=cR(M^x|cuumubG~svGUcvzTO+Qdv3A_0drf z3ln)B6@sm@568-iP=g~G_&dS~bEVl*egbL6SXM|eln&!LC!}+Gk@Vh1jt7qwaw1G% z7xI4QTf|u$Ilkf%p2@1eG?k*)#z&41Ea)xUh;*@##=5hN*l^oujtgZS94~8Pf>jgW z5)-P39u=6)x+;1q+8-70wUmW$h%SK5WMN!sXT=)2lrF3z^|`=Sm1b${TiOTR)NGp0 z9Ml<*0ekgcomI7?UAhf*HnZ3(;8)$6x|+*jIjq%d;Ro_2Ii_x zta-X{=>ykM>U8#LqanBUw(nRgj39;ajF=%qG@9dZ8js(^|B@lSZBCj9eXS|r(FO|1 zRjNBU&I!(2XJNWJ181PVCQXQDHP3GA6QOj>n(b zOUAm8CPI0dFUKCUw!sB)UVM)igvThFj_*0Ma3EFGf5I(s64uadu@le0Z4oIA2x0_=qXl** z@$|NSSAHm~QY@6jvRIx;VTJMml|pY7caxFektGwaH9<^cW%!zNK!%uMn+Zh48U^TmApEV@lwZaIj1ygXb zxF-9M}h5S>*Ps3Su> z#`&=n1voGJp$xTE5ipIs{92LKOhtHZRRO80z#tsReO>TlvlP$bY^s)8#Ci_8t7#zkfvYsA;V=$m#G#Q&Xcw20If^ zK|iK*^pv0BeZ0qNF&qn!=PiqIerrgZbuSvi`eG_2Lo%z4dDNa2NB2x!TsD)w*dGTQ zRbU9mPw!v7x_nQG;2K>rmG@iqJ%ie@=Jw96p*yifvg96oKhflE3M1 zJB-(n4Na-BJ}=j)r{aZp$d1ZZpBr(o(w79)c(kgr3ar3uC@YxAJ`3N#b9^Hn(S43X zU8sclQteSm(33_{Vb)apWRalHJSe|~{cf*GsW?IKMTK!6`thwq(bqTKW3}B-t9n5Q@&SLs7TDq8(_qBclujn-Gx)M zBlF*zz1A~&Nw46EdPXn6`;X+F@tAegD|l$U;=J3%I?pkFBdv#Cv;jP(n|akbm};KX zZ}-mWb%m7CRBzAN0Ndzyx(L@evLB$Uu!k=5o!)0I(P6d1 z_YfY!QFR}#si*Li75;tj?(C@X9O7jmolCoz&$RIoJm$W~u-)1+ROLk zy%)IwH(`bGHj8-trVi6#9_<@2-uefQsRwYtdIFdE8!xfDJz^X)&ZwP+_fOb%W3zFV z&eA{h930EBy0aGe6FiP(vYd{=aX1O%RLFVTGh7`3@40@duGpS>*u#8Hsp@UsFKTpD z-_k)i2p_A1u#E5ZG|!(hrXT(2!zArPetC4~~$)6m@$dDba=IArLc+>p9wD^DC?z@K1@aj5NBfP@8{##ie z>*H1JZN0tevK~&CyL?}>jykVf>g=rM{to~E|Nlgp2Y3}l*T;9xnYw#-@4dPArjvx; zr1R3G354E31d$dDy{Rv~Ne~32OP3~uju5K!&;&#%I7zk~0fahNZ(4mLrA?83IdW;kMYVVj^E+YCE3E9{*xnC*r?%w6!r z9HOmv$rStXWgu7Qo_ zA+sm@#aB&EkZEkAW`eApFELkl5pCtNa$EVWMdAbww=ysT7i(*@bv=5ebyQ@CGa?%o zM0_pkST%~Rh_2^7jUNUo7E1LMqN{xG(W$=A0~zKhyw7WxBXAUsGAH@to!NOOVYFCb zPQs3%uQA4^Md{!*cl6(opHYXGyfDn#Us2kCgH4z zkr5lY-|Q8)mFEk7f;)K!ToN(H?tpRTe%=ZHpZ&Za);Ft}(}I1lquC$(V>v8|wRwc6 zfv08ITy@S{5DQ?Ew}6V~Pa)O$mED2{(Lce4yq6%%e;hLHT(UD;59^^U8}0dzIK;oC zTfzeVbnh8#=-jh^=MBvSb2P7kA7D)!%}4Ovs;Ms#GgQz{#6&!&>frJ~Z5+p?T?2Qh ziQ%QN3onB+R7p(YFTMAToy6u3ji%xvd0=eA-^mSf3iIPxu?YgSBl(n^QRm<+EN0)b z{ZN?BU~hO=(pA@Qx0leDVMpjT^BH?q!tw~-B&>N@5oI>MQ>V6>6_>AYR@{_e9kY&k zI&M?h6Ew<@bgwns9M91n$$RFy+wGUx3tH?>rg6q4K~Uxa+5s3 z7R#$}4Sr&`VYQXXj>yaGD%)%Q3BSn)>^ZnRVvpJH))ROPXXQEnQ}z;`u?O-GdB?gh zU%(~*Khi)06<7G!f7kjO-tqEn{)9bXkHKZPJj3q8d3K&X0GGq^Hcm4c_aD&}sw=|F85!}_b`}Aup-P&)R(QVxR+?ow+y7fp~U9BxF3qt;Ja+iDz z!>kK%Sl2&;EApAX{|6@<`pZ<74fh}$x;ZDHptUY09Uh4)+Sh*(F<~=dhWELrD4U^u zEM44CJ;fjx1Owo|@EP>6vS2g24AW#Y=Q>QcPOv+02bOyhSZP*lZww`&n#llfSYzcDipi zD{KA7IsvI{fIJ0tttD(|_EKCojNMxq)qQ za`Z2q1AoF(&Aa>#yCVP6b7Y6}MF0BRo!^<;;&*n9J%ZEnw7kX~6^j-rrHZLbp7EZl zlo|_-bz~A;!BnFp_A>W)O#0k=-}_8Fv7U>E-oM0aK`46ABZCJ6&+vxz9G8S|Rs;Ad zRZg!aF+7eJ3H{ApfaR4K=PBharE+sG7FPi*rwXYUUR34c4mud8TUJ%kSei$nOKBd7 z1w9P?%H-inp`V*5QDKY{$TXn-vJ8BqlTe7Dt$*MjAPD>)c&$BTYVayUuiMhAJe=#& zBm>9apC>=fV{2q_Tcjs^`S3Mpbqb; z`l|f6(VHI|@cepB?5%R^b*R3!6RN^R62wVCZCaP7)eHwH}Dln zrEZH<8i^734GG5yWC96k%Pq%i_8A$t9!?rR8u>_lql@u@QQb%|av5Wd%ElMQT?24D zy>HkMH1Zq8je179wtE;Oj9281G1_2cw2@-GG;SMrjC43j&X7NhOC-nGMX3mqAh{t5 zkY3muvS=l&f~jOP`OR1k>mUto8!KTAJ~i%lsN=Z)=R72Gnmz;QB~F2IF!E?qEYC9((~ zO$y@-TEJLoL>u24@uUq5F$U<~zabq+OXC(vHeQoC{WxRxU$N{!OtyI6^ALJrFAP;n&h3V`LIf1|EtH0tca*Nz18MvFB#cZ-k9Aow6 zQO|BOO{U33yo_oJQ>=Pwk+qyIr!8PPt)u2!b=9@tGWvoqwd(p(wTAoz+QCsPj}tDE zpolm^3yDMYy0x3OgVE}8!~tK1N)`|4U>FRKX%2Pwioq}}vX&U*^n`cR5IvzQY`3m? z>qC8Lp;=8E!(HA88o@kTOx1=&s0GLPX`ZN8)tcHKOKU(4_yDRyO>K{*Ox1#F(9Eg> z=Xr1IcRrhzQ>}rEH0lVy$kcb9)J&w`&_t*Wl{G%)Be3wtxK1byi^K8!b_DY7~pDDODT-X~Le zQ+o$L$ZJ9aXb4SUAstBj(~9suRMGFBLaSL-VKn^!ezd~He%eVtJqg|u$#964)pDGpg};E?)6^oRa%HuR8}RI_M;{(32NH~)-#B8Si_FqBq> z+SU<1RxfTs6t=GOhHyic0iqVrrjW`X^77D|Ua?)fJgg3ugFaMPW#C)hkxu26{F6M9 z@VR3GqdC?q@(drb%hnzBH$k7nYe-A4nGO%o+|&jyG?76F!e?d_yszV*M4A`!yv2=h zPMAfZD0I^+VJtM~-|-k|%3J6>8XEIbGz62JG2x27#``S8evCK7-^yJ}J<`h~xvAIM zZ1qZe!)}t12=gR-DA#la?#?_OKC9O`b?E)+eig7 zhb|*Ac58g9;^i?~66cVzde8bVuY#^!66cb6q#{5Hn@(gBkM^g zjAgfZdA5(#e4ECa`^XU7MF!$dQrxuI55%RDbX$LdSMnsYuB zw>IDgOcDp3a4XJ=xB7~0xDy{aF;;i66N4>!5F z%K>MvlZNfZ(XbTpmDrDoRy}LK?stgTgD%gU!Jy?)pKB%dYwUD2Mx}Y)!~5QK;WB!puddw!SMncy zU)jA)Hx3?P3L(W;_=b-}m*JXMe74;UPxJ10il5?Rbd>$4Jpe}rckx{29)8W2$rlF4 z;XE@;goz*g`5Z@tJ7aMyI$|6qI6j@bskl>CKv-$95EtsPRTYbIF%}NHYo=mdk&2U? zyXHivwn!t>jW%%ExNJNlL&<0uY4m|Vjlsrv;voz54m{onk~{Dkz9##P(d2+}P+vKX z2aHkVOD&nlkiEukqchoP^dtSqE!eH=KY;OMIyq|mVjMRXknc&Bv58zTzJXaV8y3?X z@*ew|E;9!5S@4J~Gluc9>;t@w^Pr$`t?Jrm=0Ov(QY(cuMq5lGX+{U)gY`xm@)22Q zq~I3)tZjzN0ln)tgzGq+e5;?A1iu<-WEHg4@%#e3XLO=ImT3%wOk;r7b1t>;gt3^M zFisd58n;|XdO?Pf2Y)iIvRSN#eEhr5G#TIMl-Wne28#w}B^Wo^8 zu7S|25biOzn_hkYhtn?MeeH$ORqP(Lt(|N?k$vr9^o1NwU&#?vsYE?@ zQizFeKIVyD>&gx5-m-SFf8-jo;w3)-c6b40PfNFqWM%P#!Xx zYAw6V=&!wWhfzjH>H|nQ7)W*+n_&c0CJT%Tq_@^HQ6R~1?X|zFyDV_Zdi#7h#uuk}Vju!u?i1I?f%r0O`J5Gkw~goQ~F zl9$Ahd9)PylTE-Pq=~+kU(+A^Vm&BKn(MR{tB~rXrl!`voW{vekJKa6bzYlHgeX>r z)X~;>s7Y#&4@gx~g=~QcUqCJ*-FO)+hCiFXk~w&cWRNY+E%FOK7LU|xM39ox8BT6E zY$nmtFq?O$G`t)X3jW5ctEtv}dNa6^hC3Y~Bk+tS`QOkKNP#zW1Z))Z+_PfuNpmKv zZ1t1w$x6SsXGyLHEoIHEGmyqMvBJTN@(#NyAFwCvwO-X}cym6-Qxu&7TRjt0Up|8W z?fKJF83*w}{C%y+wyKJ`sw1&$Xm3g3ALvwH$GktnN!m>7;DY2N`&y2N+wv}MhrzU# zQ^8WQnYDzB=1a&DGF$W|E^X*-_^;kY4$CJnjQkCG*=N`fw-Gn(&^*%A4pWfD8^9gj z1lp)Isui@-kyJ13!+o?)U*q{s6f~n)9BW)`8cxM&Z;41qGpjjMu%dI{e4-<2KK(Gag0CWrDCvlUzp&Z4JzZSco;G_To1@dZ!uf2r5Am;7c-PVk-9aT$g=_Aq?Lhv0O+IZzvG z;RIeEXYdAiDDa`(HV*xV>?CuL)>m8erGyU?=g<=o8*vtQg`;=d!Ioz+wUB*PRMMyz`pj^_3vV>E%%hNl+(`YXtlPE!#G14oQB?j=>c@P3wPk|TT-o^`VID5H`!H|1CL-*#0~ZkZZr2p z^cHi^NB@N9@B&Wx?>leUOZi4e1ux_)`Hw|;41TJ5d5cFmX29Dju6{7Y-ZNX6McAZB zReelsUePbSl4|Kq4wdqTxP<}kL606wq~7UD@<{w4)X5WxC3pmeza>%CQ)P9Zu~>mO z^Ocnk%@Xp8S;87Dzmn%*tjvOGI$ePw&Utp0WkZk9rngGHpJ*QbPWKnJidtQ)<9G?P zaFZyMtC9H2Y$BeUt1uOp>e!`W*ziyhF$)u-W}~ZiW?^wL8|P?ynx4xA#SE=;3TVBv z#mpn}iHrW}m`B^wafi9fEQy)%qf|>?Oh=X#^^Sealg$5vRWN8@&ecN4m07$G_Q5Qk z#kbj4_~+QzyvR@U^E|=-+_#apz{UIr{)OERUD|7Q@m+j7_nYIz1d(L*w^rz=;w-Kf zYjt@BGci6;JESW@mVk~i~1ofaO zc}TL!4RQ!`jH~2|Rv}lJpT^4q{yH8Xda-?&g(3Bqyy1V&a;#@8%kTa-Cx<;_?tf-p z!C&l=bglbVc945Gx(IZ5b8nTmXV=F@VT_K zDy!zvhAPh4LVKtlY70$K`{F+KE$J&yOWH!y z$p1(y8V@Z?Ytx_1J+cEW37zQAvMem%7iBqErhn54stGg(_slN9ro$yDWF&@6Hrc;g zwxS=>@VHr8%e#8Nfd8uJn%48h{0(VYeTw@+8m$kzG7>gI@Y3@I}N<>y+4~qvb!GJ(#YkZl#D1r4jX! z9O@}V3(>-~_**`fSA#`qQ99aFl9r%j^|gJ$#(K9bNOyUv(W?Kl!!uYG46XA-=?J8s ztU#~p2xhLFr&%a(gu2o$G?{j$pVA}pQ(7V{kD5j|*i&iYutH(u>Hh%$0RR6)nFpLr zNA$<C{-3-1|9}3U?`O)JJ9pl^H#5I;&b=WM-!2hK3H{`o#BvyAK4n?#fq5nD8M__! znmuC=&DZRe`P_YJ-j3c=AdBVjj6K&^?zq>(p0h{hbN%Us?mwCB3@^;Kh1XTp@)u*p zH5q{sPCGT<>8i@IvMdH)QUg|0Y{P|Eo+r7doNDZKpjyQ2qEQLk^Y>7TocCkS1j@7W zY)SYsJxU!_SJOm&v7->#)zH)jyB}HX3oC=9}F*qVb#modVO4w8@+N2uMk{n?PBoshQ zbarAXH&qZ#%{ZFp-|3&{6eW+QqAYb2<>+nAZRc%TXqKZKwnr?We4)y+lKk7MEGx@- zR7pmMiiE}mz7bEIfub^fBdSmpT2?4;o{GVStRb7HK4A0Jd^K0~kEp|@s44{}s>!;| zYro@sz|z%p|5e&An@3%uWd8)Ym-f)Uu*-H9J)4%zr~wWkCt!P+OT1=?iKr2`eVcI)}H)AdBlYiXC=+K%SPKWUac zNVDZ<_7Ug-VigweM=UR zT_e_qm$OnVU+_+#HQVopYxIY_K_}!bx<&i!gZ6oO zkM7V?|5|&Y{}%1FFUtFLk1onAzu|oCB(e`wVOE$WvLdV~Yobp@5%#`H&@GKsan?SN zo5iuk;q_E4m6v(s(Nt0CMusuhC<~K~0QSO1yrAgIyNVOAS)Yg5_@_833i5UE%0Gju z$j#1=)WuA| zvuap7n>6-7EM|?dzPXq!WglTzGr?KmzF@DkN_>m8og3_++gs13kkbQuVl~+r53z;j zXZRT&X7}ypZgE*bPIOnflVZC^|H4m&E$8#pH9W+RXg1n+@jgDlCwP+I!V+<}@D#s| z9!arx@D83=m(^2zflv4=%u-L(D|`@qg|85a$TbyJH*1(t3nKf zH+2~O?lbodH^>lg@HsaGkrGNg=Pxmbi}oXYhIiCs{sRA>C;Z9(em-ig!*#eJo7LEn zf9vbU*Wop}%<9hT1sW;C-sBs=hw~A9C;sUh#WV4|?{}OXvD+FNQ7pPkM27V<8tSQk z3H}W!p+m5cdhx^1legv5=nwbiK-^^D1gIM zKNX8*SuDn443-uJSr;`{CEy|Jrj>-dSV5;Q*clJ7X=Z8NW2X5jHkTjE-q;)eVQb7&>@+*e-iW87F|J}=%oci1 zZ^Tm81RG&v&0<#HT&8#O5m6K0GJj<&eN$LnydXZn5Adel8Rup1-eU}%{p=Gx^ZK%w z(?D)E%UJQjK6s72=lt%z6THtxN}oSfDju*#$(QE0_$>k-ieCBB9DxB#@ew#)UmuPl zJGs^bIUd7!kk66ZoirTjpNS=T9V?Dc!tvS6m7_2fJA{wHARmikF~G;*OgRP%S+RVH zjO7zBMyCn5!->`RmVQ1ON8@zq-RIT3+|~6|ENrD>h==oeG8Myh zOF;L``Hr!=eU2Qf`^?t&jm6!;qE;jyhiRB0f0EwyF?bmJ$$w}bKBdq2P;doUAUiv!pRK7+sT9A3sMvJcdgx3Q0m6{BG^%w$5J#Q=rTcnAyip^`j_r|?Pi z6+a3;(kb{{R_4p)SeV6JlB6`Fz@!CiBIKrtkOtFXBP&ExU<%X~1!){i)J%drGzpfn zXj;b7z{5M`4a77^q7pP+-?NpaLs4BXPII6f&4qlby0%e^p*}riUjCL^1YWrWCfkqM z5_n(NynL?kT2t-C;NkVn;YX-V-@|*f5EjDUEKGG1v!RXnFd~m$0Xim3+-vQq(j4pZ!`IsP#bs zf;L|-;f8sO)|>ZXo3>VW;WqT+Gw6jXE)NH@I0H#=3Q-< zp2BwXA>0GgJOBq^KeXZdppsji?|?recfc@G@-4m*yxI;};WPPrYB)7B-i7as2kel0 zG?}Nku3b^Q4kAYD^Z2z!>X(@YtDXF#n5B8IB6Bf zBuxv}LboPjk!%{VZ^Q!CkQK%REQEDfeU^YzRg_&GJF(LEDNEBHV7LYQ$@3#IaXeVf3)Q}4WH^2nosj-8U3Yg z(Q$pfKmUma@IpMukH3VziijNuoYF7kvPyE{J! zMo(7z~4ci@=D*P=L&Yv5r_!jzx-!L}gO3Z{+c-@HOW$`V{4RKJADTu;& zN?|Vep|D<|Xqe36Kw85n3C`JVu_UBX8AyS5Wku*A2jEJo2o<4^_QlFWc_^n-9;k?M z@E0!vN{*$TR72b60#F?b!G~A`awrPLptTgdj}Q+}&*VhwkiK@EF8wiWbq@x-4RGlw%FjAX6^WDwAU;a+t_o^S+Xa z5n$6uHeJ?aVK7RD^!nw;ToCwN>PyF;b@VU-$v+5Ru)F3__ckjP9OrIk(ej#l8U9F~=DXx0DC@gn z-`7#VRjqRm=@~qQ+xj#=fh>3pwGNY!kP2Cc&2-p>QNpA4{ z2YdJ$zLPFOS9uZ!@g;NwYRhGG3~bXj55eJVdh#=H0WxVnU4<)}2lSBsqvv{_*ZF6V zDbLEoW|mg9huSWA>Hh!Pr*z+4y2bCB59tQK!>{Y;=?Q3iNpEPaJwrPFlQ5E>)C$s1 zo`MXm9^QB!=iw9cGI(4IT!f3->XpPPq7;_GWM3CHOLSuQ)l0R}Z`x&WnwTy!Rhsyi zEzj1&rmP7|L>F_hSfwzRuvxO>7hz^VRE#L;#E4v?l9N{isHB-!yygEm6scQWa&^p6 z#)%a^D(S?V*VIw>A^wLKw0HjsZ`c?4UEHtk;Uhe!9^x^@;&$>;t{2^$*0Ijds-Jrm z_wdU&TYaZ8_;LITPiU6&6LguU5JSA$hucQ1z9bycgd`l_nh zh<$i({uy6|2duT$3S6!|k!CtRSc{+Y%~)Cu;xDa*fg*N0bwEcp!&SQ4%vZT*-KYFj z5U7AZT>m5WowjCGal`+%_&{_PDO8eLi#1M15k*O2u~SkgcVe_8+^Mg(#kCi#mF=-~EHl zCZZ@c6ph3HvjiF8aaO0`0Jutnu&lA)h{KA;S4KbMJ>wzVFdiFcaS-gM4%7&m8wNBn zmKcqV-K?y(LdmpTYxo-DODKWsjW(=1bcZY08W{5%iNhK7yvu7#3k8_!0l5dQcCx z`Y&KlxQ7q1KRnFNhh#GnX36uSBG%`tjfzH+b|Xp~>Be_PC8z;sjnhUCqb+=`|CRg3 z*P6RV3mj++GzJ(?jlsqo9B0gdbvV(OWNd_VW32Jo_!84$0VHajjphAei?PkvVpPL( zP7=d6)pJ;2goh3msv_-F8QrogyJQ+U4Qg98=K~98N)PHilayM`;_L8YGEw zC=JsLr>a&rIwcxYv8ajSm|2rr1%kd|;)(N4_IMl3b!H_hPnBq4OuCamh3QxSBL5(# zqR6dJQHY9)AQjN3FrO~xMSSW+)0h4jk>UtSacuHevBvVYbp!x@%!0q2|mJqxVPh~sO{)6F3>_XQ!1vQUC_?N zeD*5e*Zga~3HxgG`On&d9_7^*ETul@T{Ua8-mTJn%74S(a5YZx_0k%*2U~^h!WsMk z#@jX3qQI}bvE5r8!LQU&?61bE9(GUr9QJY3?Myz^zKJ8<{rnpKro6OLO|UQFCHxyN zYA)eQp21JyYJN_u@)kZ#t>+EgbC{;i=?M24?&rVr)pn8vRuTEPsBG_2HCY+Z1CVy@mbQB~<}EdNMEXk)1CU^F;?%9^b{GtRMRbe`4MfjSq1) zOEhcZB$145Su(b_Yh$hKr!w{I5$qlOhHVf7SyilxmsC0QSR`uM)iIYjjvWyv?H(91 z{?+lt9;il{+TY%WbEQP3vB^bS$8Ie|f>YKBP$_dxuK(LRL8|9eF>9Em!~=EDN}{T4 zB%V?!;sG12W>F_>tQxBA%v<~IER{;=sGt=-g|FbD(Haw}Cj4ML)mqjD#v9QvjBPiV z_OEN=ZleP(g7x6%F62fRTv%)-V^xZT82E_tz*+GfD`Rfug`uhSAr{r1Y#Hs1mD7Ij z=lDIPKn@4k8(x|Xfmis%_S9{Fj>!s{U#kGG3ANy;wo)}=JXV8h+SeJ3{pAGAkZCvp zYiK{JCZu92j>B47Z)!mYQ62JG@4!2-j@Hpctf}v=2{qxkuKz_fbl(~<5{KctFbtLT zE)2ol^e$A<9?Dm^l*&R`=!&J`3I9~*9?yAcJ>TQZyD~p}-lteOXsd zX?_Uxk^8MT=1X&_XhKcsXVH|JY76wh7m^{FN((LTEx}?dT2_w;$&nQ0j-pXy$)BSw z9YZM@aJ^hfDTN$ojnF!k9)3`iwYpGeIwTH@L!z^;m9jcfC)yR&k@ksvR+QD6Hj4Ga zdza9`*WI^Xw4^(HcW`&`F8B1|Io?vY)J^pmAL9o54sK9?^3(h*Kdil@e>6=aJ-?@= z_Ig^X4yvU}^2TtSrae7z<`*dI)uVl~Xhp>|Ug*uFf@q7L~@2wW_%)oTrued#v zC)la{yl)SBp3_aOL!Lst;qm_5jwDyOBFa=G$uAV$a<6A!_j-7EPnsXNPt_}Yoy}9# zHbiO#ZniS4W_(KEAU+BEQSFPoj63-zUf5m2f98Evl3I`b`3_7`y|m&~w+pMa_-=Gd z-hxZzrN+LcxD=OUvp%%h+GhQ#m1`Bos7U3Nv1&DT)VBvu(4(EV*5ew@P+v!0 z$X=j!@H05go~=mGeZ*R*bph|a zMv|tLN@lH9DK;_KS>OMEbYq`uPN|bBr>yS#JiDc2c$q-H+|T4=`#R0HFVI$bmc~VH zqAYhqT(UhWQpd}33-yTn!u~<_u%|}MqH1o0jFJnju{4&(&}eN>m57R z64|9^XPF#EAVFUr8a;$YSjzQU$6HgZ-+~3*kc@ZdSn;~_%O8TSbmd8339BP@% z>tk1i%@0fQHK2dZ^CkJpJ(q;RSK$EFay$I z151aVfo8rP+FIV@FX4^$L%YY7p>knmXuesNCdZVb9LB_?o0-lGTA%x5FvIemujP69S5y6I+V_Ypm!80!bIi0a7Zk&$)=?QuUdnqs8t82DZ* z!CoBA%c&lGkM#?-;68QV-_I)VyXRkq&G>R`%9mKpd~f6{`7^%j`yQ{!BXU^wx%>?? zt(?=j3Qt&xY8$#*1E<@U#B7#e4inxPTdIoU2G#~Qu`~8$yF=t*yc}4@+t_Du4L^%# zalOvZ=~(VB?MtlIoYsE*Z`!Ny{EAc9$IdA;_!?scTsP{`4@LuHs?ouShh4@oW3h3` z$c6QcdPcI*-bgXZ7$r4HMhT;o(aRWaRMW&$mg;L}m@~u1NAGrbMn7f$0{{U3|3sMw zcooI>_vf55v;CIbBsV015D0`G5RpzO(tDLE9YJ~xJt0(S(gIS0QVl}rRX~K$L5hM@ zrAhB1P1OI{@Oz*4`8+ebd+*)7yHn2jerG%8^+XM_23y0e6ltVJCFYvFiGHzGg!>DU<`93;q95VE{y~gXvDn)V^ zNi))nT6t#~vy6fv-8_+cnrws@%vt!{S&B?`!a7z@!y+$b(>Abih zUs5>L#EEh&oTUknCBEQNm+$SMSOBNQY8a0hkcw026#NYL#d&zZu&dvZ3HlVUN{G|q|h%sFu}n+>oYeigq8w^H!t#xI^sVQE-gUT?(hgaT%(Wz`VFYbcB7_kupRJST8n;uFw@a@!oo|No*FM z!5*L|0`EP%8u|m)^Jn4?i;OA0 zsW=t4J6}5;oi6%A*-jsXgK#2_%f?pEL+&}?d7y)_7F(*0*=)dlR)nz~x8o+PmSYok zRh#ht(^+lg5@L9aULKFJ0bRbsW-0^QD`_-V)dTS=Ud=(5*%+ltz=!H@?%#Y^5R2nr z6$atZN(LbaMKJ$*IC9iCN@)q2 z4?ngFXazMd`Y?bL)7lFZWvU zc+ts+E=^^j?BY_GS!)!$>Grjf8a0Qz1XIp4Q;38avC(e5M z#W@G(U=5|H6qTyRs`GFH(&!iz)YGWFItK4K&Yzxu1=LM-RVQIS&8On}JUR}Y)d@aw zzw4=%Qf)m+?V@Jp9*T{+436E8e|y)crN&w1)kxZC^t5)sd2KUvrf(r#TMo-%BG)aw zYh@mDER2D1Fi^&*ydbTXJl<-^*znBUs+5C&iFhus3FK`4r$6KnR zkxS;5ZiMp50p>eO)0)9M%EXqi9@ld`Xak$GV?b*#WGiURti=_WOREGUF%c?5A`HWU z810P3dDsvhQUkb4^`So0g?dm}xqI_)F2{;$syQ@=7R(!pSG8chmI=G;b_A*g&4InL zhgONI(p}k*R>Rj?K5MkG4R%3Ss~pe9gGMg>2E1pL`ZjDIU4v~jMJ=aYkf3(KVA{>a zr9W-utgz*OBcPJK1eU-Rxy1Pi7Sm7Q*6CDH-w8Wm2%l3#4WLcXmCGjRMw=nUIHm1` zOIkl_N$HRd73q=;8tLGcOVa%$9V$^GHKjV*bO@u|<~kWmi>+69$mj=ka~b`9xd^njMe zexASAJW(=PZN)X%BD>uh!((a$jo>;R<^9~=1U*SjY(E}VOD$1#NNo;{jViT83Vv>3w?uvV2JKhs6zd}wu z3$BSBMt|wfl{?}`ye}5$ui+`Z!593De~EkWTpU(M)GKk4j^JbQxjcpwMK_Fz`BfE5 z$Wk#80g=dA)PkMjQ*j196~A!*?Gf$xXeewD0?LVUVj$~}M&f7A{Z*M7P)$q}AB(#x zGjA7rV{m;Q5gg+mqsBywps;!SKZGsqYGSHam*u|coxwPS-z{NMP)>;Qi{g(JwA_|g6`(PPx>*s1Z8{S*DE z%E*(dCdZHSqb-A}{O>nnpIJ|>VQRH%Xs=e!{LSnPRnK0j>f810hP?k%0VgC=WvZ>g zb*i1cUbW9Io75&13@MqnhaDNx)!w3h3HG*=?A@wFND*eRJ;>gvcBn*K6suw{QZA+J zg{&nLcADDlZyY~NJ+i*{r>QixfGK6S3eM&I9sYg(*1@mTJXPF29Y0fT z_UEyy1ZSzd_B1t3`GXUbVY_Jdoapgb6(%h-&l|9t6Ix;3q^H+F5*Q{Ok% z3TvsA#+vi6Z;x-dwYN}9UwvOgUpcF+l~YZWPGDs4wJ}Qe^9+;2WR$0!92yc6GS6Sn z7~}8fEC|aXbI5{5nDognjAzDh+1fKmUNLT4E&ZRXrB=L(RAGz=KC-9kSrqgQ)~g45 z>ydV6y}n*rFQtE=yU}?OvzV5KAGYH3$g{-tzTFb1-R3}G*ZLmNP8z5ev3JrA zin2FxHtQSsMAz+hdJm?ro}|Y|?V*zPZu*{*^wIjOz)JmLaD|>^M}_tc_Sdg^A*!AJ z&|1lgqGq6hzMNK2E&CdViU+K~SBpl_UUU_u#phgi5DBbZi?XupCSLID*dgxlIPTAN zcNocf)=w+M3&;@Pid68c3*rJR(RGjst}@+>p{&lk%16sY8q=1E!KysW$ z7|R}GtVm%-L$X*P3PS=kI?yhE?> zA2C|a#jS8vWWi~0pXMxF;OBfOHsVNqz4*YqPDiwtcvG$O?)0`c?t6}4PCLpzh<{k; ztZkU)*?~K-zuJNQlv}$_pttI+hN=O|{idJVj@vM3bX9G5{$^kXHdSu@|7fPxU?sH( z`&$WWHg3{uTc@4r_@Pyky~t#2;ES>Dn@3Dr|J^fJ<}&ALxik@WfM-bwv%6!_OPCM! zL_YRlIm9LHyf(-)g8Qqn^(kG_x>E<*W~RadJgs%Xk=*jb`N;<{$Dk#A0{z7_k)Pe? zX4uO9dMC^gYrvpn?z^`l2@?35d=SH)aE6Fs&$$9}$tti^oPws9#dF~p%onq$BW8-G zJf05`do21I>%l6~91F7|4#hZ%MlX9VFXt=^Y<4vsD2uuHTK#2v%Fmg#0A#4k@RYOa zefdt@Qm^5)IEi<}0r|K1T)!)hvtC^y(yhv`M5o-72k=Rn2fz^Z>)8MEP{+nifs!t2FuQl=v)?)l+ zsVo%@jR{SlP0md7OLMY0#oX_7*5;TUv{u>)UqNc76{1^#cv|jT>8q*5(U8!-;hCrz zo2(H3I&7s{sekp>stfzh&y=IKn9uF5IL7RVIrY7Ax7;h&$a47D8gI4Cp*$665gc%` z3zZaIvGC_qvIMILbwI#6?S z5Ej&4%6(J~_(@nTmuF4$9qGRAHkrk+~sJRcdatjN&o;V-QP zVG(pHy15xk9nI?6x4y}tYke2=4Zg*p=k*8lfEI?X^PSeej($b2=!yPJe{4Ut-_ir$ zfAlI;NX3LX1^jW2M;36RjCkimzejpxKyL8gm2=QXGev&RMB899&&CnrHoLYF%sVk% ztHWbBixj_u@NBWPLZ?_oMnzJ@BUFI-6H0BN7!b*K)j(-xauH zo(R3j&g-Q2ck_YF483GtFn=?L+x#p>o8789xh%Jh--cj)ub=iade?#QaSI^?)6 z_nXVT%e~iSmU%6f>p=YHS9wxN?j`0 z-WRJnaY?j3^(9())XK;_s${9^mbZAKDi`VV-827^FPT^JTu6V;5`)5Puof)g{lYvM zm@CudBF~pH+LY!vsRvS}KYEM|Mw@|%z+z94K*i{T!E?cmf!IJyv~H%#Cb`dtoDCT) zCq&kDDmwX%5c#oF(TL&fJ=mX1mN(iubHh6LBV<=6pB&~7$_h@1JeeyqMO;38OH2Vf=&tV2Ej&iXC>Cc{k*ldhC6pc6leN=21@g zWNR5N!~1#<*+Yg{YkVc;T5lS*wzl9_?12Nc7REHy)XrzcP^@Q-ETI*k!t@4SP!GEm zJ`CKmyW`I?;H)t-&E6R6L^vnp6Ymm?);`5@W;-mT`$PWrhN`Jp*|Q3-g8V^d za9+sX`W-nKhhPW&2lI^l3{P_T43Ek@`lmS9jMQ7B)E{W|u%h`~yP-{y#q0&z2RKbD zisQB7xY`)074`I!e}t^j%3v8BAd{uzpKn(+8)74Tpf$oJa;g0Zw&eSE_*!k4woEJh z#LTcwy$x=cBRT$ez!bBXzQXK_E`6|M$X$8d9K!e7F=U`V3P<5Xd%xT#+w(6wVi|8o zbh*l-bOa91Uh$k8G7fuUI?v+I@mG0S_Ql?Kg3lOkwnrl*3I8zrI-n-$$@o@|!eo5E z{mPk~y+)Cb^-KY4sXm!?%mO`3O~VK)hcyZFsI7WUYYzXWh$^h+;#8c1Rjlp$LUcSe z)j+GbDr4nWMb$hksODgtnt?NM7E{EUsq5Bw9ejz-S7tZthF$RkJ-2TPn0A6XMFaHm zFp%5gTUikDLq7OkHNZkJjt;W=9*UJ!_tpYND zZ5$u_HUsk-j?@f^(bk7ntUP3&W0n6LE~>xaA^l;7$?}ecm7OA5X(rhlz;B&tR%zMW zXm1<|L|}6x47*x6v5fpkMq&<(z>;#V6@xBu*yw*Nh26FCoXNtmv=)kmWECxlmgUh5 zY#I8KIZFRq{v#)bq~Z-Z5bwz$I2c>$4`fIEsyHc*@+j(sWA(Fi$@&S`s+RIL-m%?v z)JUzWxlyKpV}C@YSt%@pGPE3?%5PyUY|}c@253*~VLg1xbz54O?V8rZMyTbfO@Hd{ z3fK+Yqh8}M_=VlT7SRQ|fP?=+Gx!@Os=j(&%!jLFqEP}q$4p9us*o(JVI0)NzN{Mx zLrXj)mr(_%0EzHKerD~|_GtSxcaZ#Tu8A6lck+Tv&ZH7(Ii6)0EqEp~E zXXz)YynYH!!5P+#S7DT%u2!h)@SeTFIkGN3vwxO7v8w*o-v?a=;w?E0U4~+YzFMzf zW$L-r7CjB))$zzcpqo{dGsqhB`CX;nS=IN{Q5o6m_c_8hT3b1S^-^1L3$vNY!74x6 zaMwuP_W&;fpVAlft;_{KP=>swEt3f_98+-`lT+1#b2Jx0)=}G>FYOfBIN!*8iGe%8 zdGafH)>ln!cPh!7v|p=7YrYZ=*_LXPF-h;9?^jlC^LMhn}i9 zM)C}-jdfY$7lbU8M2)c^@3qB_FhzBOPS8VT;%3cV8BK&F+)5*G1WxnrQm1hvF0;PF z!bY6YUEK@>jBQqyJ{_0p>3T_Pf5=Pur@Uo8m%n;@>5ZcYI79WJdUo^ zM6&pYNfGaa>${$b+w2fN7d_a;-q5;fGxUGuXx!~}^!l7x+SsFIA|}gvo~PCf&N4H! z=^A(naEs>8CLVvMWOKc`1AXkR>NNeq9)G`zmhXMLhgGzO394ym4)0-D1MVA+VOm|9 zV6TEz(9YNZ8{nWULGvLEyjr666}Y5jlR#f_DeKKkTjX%KrZ&s1(*3p&E#{Js2Fuah zW<%vr-Zs>SfJ+i|mc8T?HCskfWupbPp-hef?o9lXRr7BAO^gME|HOQ3%q_E&+X-N$ zXqUZC*+Fz>2j8E4(;4_#uEMpV9+Zb=;yyfq;tMppj#{2l2JfNO%F9~?8{ULsV zn_??m7T@75aWk8hc4^fZ7GVRZ5A|RLm4VXGkF(?&RZO2?&d^rDGqWi*W#=zc2Dp1} z{Vg=)mPw?gkg9zHHRz6X-(l3Dl~9`|Y3W81-PLx3yT<;pIslE;1S>*q&0ak}0f)Jq zgsId(9f23dX?Ra-<-XI|OE=(mj#2yRdiMHFPx~i2%TcVVTBi2VVVK|~n%j+?>kV8s!WPE8pY!sye9ZaOUB&u|bJs6o3Y~=g_(`?y#C3>VOM@+3R4Lhz-Ph%wMd zM)H}%IrdiL++PZ=%HdcM%4uUbfA68AR1<1)maGAxYMg7hxD^qRdsQO>o7-N4IG7@G za-S9!wulk|(N@F=M}%+*iU^S)dW*cG4$r9+QCULD;bzd`QPWH|@duFd$>v{Isj2*=f;)pmT-a#+!z(7g=1lPP)%><+43gfSZTPc)S!Q#cJT&r}nEZzMZPAyF{J9@0kOEk1f}C3cpf4 ztW?!2I!&diGZ^n?;6UpPp2m-@(o?cF;^-%BlP+ zAO+tsi^)b7pW#3>zLDebG)1YoxJ9G<02;zM+F=dGDv*gu5tH>Tnd$V!WmE;KK~)H9 z?Mb1aDFQ{HAr^!ksvkYqTjV5~M7v~Z_+QFEx-1DTu^5b^3Q!S}Fb+oGCs;+-fx1u! zreZz#0vBO3XbR1sIjqF5u?@6^-MAZ1@qOt5^Pnts(8pv&s!DmR_h<#IgjKK%>eF)g zhZR}}R*QJOQy~o|=xVeOzGCJxAL&vw8%on$s6s>a zL%9aNhPBX&*1|ei4;vt#vkflk;%b*(58bTw{As_*=k{v;?)Uh+H}E<6tW7B8Dr~Hp zLknohd;lLZo3SFxL+K|q6titgvp{XhF7UgpohK8edJv#XUO_^RbwFhIzvvE_3(4)vB%4U zdZ4U^17(u@!D`3z7>Z-naeN}eyb`bBZ}B(e)&_E_Xjz-@;ux$8CDco*Y5!q7GCb>6 zyau}<=-J7ASyfdXghOx`(qTNMLzvI0kvRwF;36zgLiMpbnYEOxCelPY0+yN-(Zn7D zv35Ww!c*Om^Fs&N!8>FVu3@(DC{eY8ooEv>$uJ6BN`YxvtdqHEI!uS&%qdJ()vTPd zyUHgwVEB$KvOB})Sxkb~o^Q-_x3H7Vd<%m;GiZ{hjPF~>YfeB+j*{3;1})${pfzDY zYYb@{gVMrUR-AXHZa|G_6}*s(bYofxZ)6Kv!_nA;!V%-BBldi_C=)q*_^k6XQx-Y%2uBztAd%9uTJk6gojS>Mj6 z)495+ZcMDzL*=qQR^g1Y)bV(0@%k*nchxd%qSoUHXDjwl8*$VBVIu~tJ&xaMV12HR z;0xa~-yW*umT`B}5Yyl6pd>TM3}%u{PB+06c85hr=RQJX%s2E6jWq`-XO11TgZl9C z&AujP6)o^JGWAWPEUFhM88v~5n-XR=&89*ox0y;s&0LyGb|^V?%}JxBw2Z#=t)K%m z!b~tHeCw#4SD(Am=MA<6VKRc%|zH-Z*2_LX~1&#yzS+u%qv@;7wIPSK&_u&b=$8}NSR=GiRhRtG&=mZ{^(FcAAKt2q?3tbAHt0b!ed?VL;y5eA~3OtmB^#p7P11zuVNSojr z_?9!)Sn6$6^q#g7WhI=i%VU^S-AneC-L(^E8`gXJ{E;xG@eRA8!Q1OpeR@2V*k<+yR%m4&2_sf zSL({Jf(GDjss*)RFZUyHH0SK^=pDH3Y{R$YN1SEL;Yn+|l^Yclp&;bPAg@&{uhlRe zN4v~uc}sP|6bk7wIu71uKEs!C4OL?`_e{n^Jj}t*xrWz++-i|-#reNIbb=-JLF{IE zj5aB%kJ_)xcppY2#Iz>A6X|4kI?!fMNh-xUE3B=mGS%om%m`gOkZzapTDf=XS>9fh zNJ&)3IikBz7y5`E1-j9*Kt*SnH$%tA_M(AwT`$W&MqCkl;eqHX%3^8w5RX71xP>3! zF_~BYO=KX1E*!Iu z$)%1<`E)fs1B%iTw-W_a7aC`6gSS*3XFXt^bf+ulmz-99YX^?=mQh_jze?9lS2yv9 zT5jFMo4CMw6@5U3N8$HJ)ITkJMpEQcys18q*&KX^Ya_q$y;V4mUBZ*kj@E_k{Q7pb zd7j3)kuFYqJ$WP6cs4{8(NPqlzS;76nq>>Z`PmqO8tp%7~VQmGGuGlexXC&ak`|nl(pM3s9?oY3ahYXtl`jEm!-kh zgI{fek7zUe!xq>C8=;JUBg}GJx(nfVGYe*Cam7rAD4N9eeGl}a^;y+;1E0H&b=oPp zLFS=~_BiJ;7BfX2gL>@M?@s+2VdhB1}H1qz&0hhoLv=w`*erhL%DP;9kmYa_0csPp={uE5XYo0H; zu9s1%I0uiKaKF_#7d#UzXlBq1t|GXs+05(=s>xuxPx-w=E(KgCe6e(-?vj%=^J-i{1U^8ZC6M(;*YCLdT8wtqw7F=q_iBA8Bo&48y6W z>}sB=o={0@Ia<%tcSt`qS9t@V<4~%Vfu*)IzqF z1+Xa2k#E5hUCt^6UGTa*OjFDRj8xGI-K_ zBj<39NQJOB08v|17CS+*gLo<);V{_1no3f-C`@_He?>8Q06tdtSxb3MUo}abV731O z3vn*$j(>{L|MHSE%~P&%PuWM`6D`>5G>221mwM0_xC?&Fsutz!BAm^OL0b$vr;S-o zDh0z?_B?Gf@4!WB$j+=W|7Wu-x3mFU0m>!#J~Uzfv>0osGiC`#^Cc(FI)#7Q`JKyZ zFeJ!_)?fG+j)G6Qel-ttpiw$ezGRh?X+}Vpe)3c3!)>s)8wIU^>Ppp}?XUwrwPIBP zwG)Op=~+6yp_)YBdh)oIcZNDbyJ)r=VE@e5_6Q!sKC{L9n4Z%~`#GGnUqDcngXc6+ zeS)L#9L>U;G>5C~99(0+Wv*bftisi)GW1ss-0r^faxsk63Dlbg&}+93=k_^XvOM^g z`y0Jr*B7I6>zcZm&V|)vYn=y&TX`@K*5qitW*+dWJc6fii#FT8a{mW;BD&!MyE|9H z8YU5wn2WME_jOGx)6MhPp6rm1Tg;F0uy2TG zL~tZtwg=#}!g=2+?Tx9pGT2R~2D{4VQOB*B!P4HY^0%l0-j1@P+;9C7H8j|PN4dP6 zWV#h^F3AgWjr}Z8*CcT*4s%uZ#cI({>?d|cFvBwk=VB_BX1CpjcV@gl=#0U!jHSln zKclhu8PnYi!J*6u{8RodN8oEYidSJ zIZdSLYuB?M>n7L$8)74DiVI~Uex2;?Da&DLW~@%u#W7ir&?|Ht?(i?t;lFp3UHEtc zw~FX@Yhrb#CLYwau@=_GI(SCMV?C^o@A2m~<_=(Km z%FskO0)>nFVWyZUiVNa*%|v!Flv^EP3&k!i#Jz{lD=mtONbc*3Ih+HxiCV1ItB7w! zZuWLsj;HBV!n6$3rKCV=parecK2~?_X|y+iGst5QRjPm?y4^ zVq&TYVO8<9sK!S|i&5?$1&ar#d&lIi8@G_6tUgv{8RkL3 zG*2ZtKNe%=$@2C*Sx#waEo;a6w#aUFn9XvFoDK zVR0?AsIEZ4v`lo#HD?$n9GE-*L8 zTNkQ}`5`~l#XRiNBAE-;Q~Zs&!u57A+_u8^;4ChHFpqfGwx^+ z8sIK6tIQAdIM;3}@19|!dx%8otE}W^QZaMD85U)-=Q26WN@uMzo%iZSC*J3Er^pGC z)e`ITF+lXUl`Jh93l2?`mbN&8#>>y3H>-hX*jQf0KUfhh;;1QQRi|QZ5!x$fLb5#v zTIikr?X0V(!4hc&yILW0npMCUQ5YM^J#Y~3;%nf&j=a#U=CrJ(!cUrA2tO0gfwf>X z)`lbOL=Ukq&9v%q?99bQ*oYNESSO@%Ym`M}xaw|#uIvH2(RX?y>-nbCnpblG?PP_r zofXtJ=u73*KGx~Ul+3>P0PJU~DKO({m}+6pLilOgIao_a+1q~$AF3Ht($q0u)A_6? zkz461T!9;Kn6AKOR+Qt^IJKVEvqRiMm)Rv=f<1Hz`q+11qe@dZIi6RmJ6Vx^8&XU> zzKiR<^>C(aj0@xw-2%Uso7{IX9&_05VqHXz=Qtc8Yv2(1!0In=bNiTUOi#X>Z<{nx zLab(w`lq;H%FCmws`JEpfr)0Q90@PfE0ruK8A;<{9Jn+dj+uk@ExM>O%xhB^hw8C9 z)9NMv@ciw$WNw%zW)1d?ine|Y?eo^OzQg0p+Q1a`EjF{Bs|j{H{VIPcDnsM5_l+K- z-=}QOH1BwtNaurbT>BQ&b?3U1FI3wM^p#}|F`IIl&zuvw8)2}N(}|-$T_4gv2cn&$ zfu;Fw1QIBLLcvS=BWf5KU2usxLuqEXyV9JcH5`*?sf9n2R`961{}OFCm+3O?iFrXk zxi9F6d1R_bT%<5z&v2J6y3fojdPQ&OQN#<=(U(eJ*@?Om4YD#Yhwm7+wWh1ds;Tu2 zUi790#;f|)VT`xZ@k484V5&NbVf~(>j^UT;dkp{Ha}3u9PI!0WFz-cwg-{o#lB%dG zsn?#vW{H0>E@9%-Xeay}u%=p!XUrd-;hvUUVgI2&-jP>jAMAryWMk9ZoVPF8L$I3} znx(}Cd3rmwRDJJ-P#&v(U@tC;ovwcIwzZmCQ&cuLoBJJJi@g#3QNHH+T6+DF30}L% z*LpS6#JfTdQ&p@=*6+@6HC*k-eOVm9{mcPoq}t%^r*>cgD@pZKJ-u6^%|c ztd`?ad`B(C$7Th-CsJXk7%8^1o5=0d4|X*tJnuU<%mnAOnTM6sJe-F;oD*iEc_Ihk zz%1IB)>-rW!1T{*qjT(IZF0s=Gzq4oX>Upd2jgITD2HIC?~NRZBUvGZ`!}+ar#&AZ zgnvb?uzO-SZo^!X;pcq=Bbu|O{=q(HcQL=RiyRwV>iI{hm35~4tJ$V9(^#9NV4Slk z@|Y>3Hu=-=wz+Dmt9Aa1<|`cPEXIH66soCWy>(R@hN-8P;S;k8SK$PwewIJp&h%Fk z)j4rdtP|PcIeabFi+T_Ti`h#RV()Z9bQ9%ZEwqud@jk5)EH^NOo5g*6q7T3UJP+5{ zg*RWeo9;2N6(>*O~1zMcuy z-KBaBeCEBZOR9rhJ>ONw;5(Q}dz|C^`W<{?dfMUaaD)z0lG)686HaUe}=|S-)CUqrUo%jHhK>pTjk}0liOap)GabJlDx|GJAa$t=qU%osW1C zn#2BehUbz!)z0*eU{6#-ljl40D_o{!?6d2uDBmF%Lr>@n_a`_-`_&h5gb+$nO@H%jquOP*Hj^OoAwir9AW{%!YDQj>=P2szLSmdKT-y<$89v)67Bj zD@=sh(&bta{v9Pm8OE_}p@=A*5KDjxw$qYif9Yb<^Zr zIl*m$zv^W&E_7Jej~wfb!_o4Pw(K$TnU%=b-I5B!7F8V&$gk+Cti%p8+!8VTEOZ0a zfDsr6yIE_F!nffarXJLX1~82OI>XK{lhi&;hyD=-OcC=v`~Y)&*P*X{54Nc#<}0qV zmuQ9k7@lNtSG|N+@JQXYU-Rp8dPe0#$)VhGTl65Orab6r%#O8!Y|5G?8}|5s?^;Rc$pJgY|4~8G|ucK$eviWM`cN6PemF5tD68SrA*x zt@cBC#H}u?%V~Cm&Wm}msT?2E#Lcf};auh`ET)R6LTWZ9sW~_c3vzEZ&cVZGX4tO} z8-M(;iH;wGqs$xmiTMo6K*-Q3^Ch{iU!YYCJusZaItV)x$b!*#2Fj+5x#jpsz$#7DZHr?>F-01YdtFoSV z3YV)Qq4Rhi%W~b(JCB!BnQO1$F15r?3Zz4ydN!BLDWmW!n~1rvimVlGFAv#HvM3(0 zb954RlAUES>>^7AyT}#pRqL9G6k~pdmg+DZfw^=H=FPF6KJ13qKBE;@Cl8hIA;oehDP->Z(@6R1-#R?05+E^ z?P0f)%#M}iRQnFTgL!b6ZXomElt4lt$_>jXoyo2YWyFm5uFQm)xLy^=gx?1yx&GKx zx4g`XZT0(dw5`BL$&NXgoLD)!hU}`lvaL+FHRV=!Y1Ufd$(Tv4F;lT!_;ldEI2E(1 zY|3vZVFs1coq!7h<1wrz;A}GiCt!-{7W@G-+HNYJ9i?)3ZR`y7gX$T1O5Mh-_Ac(S zckrxQ=JgI8SNpuDcwhZx1&P3un0qQ5t{E=vv3t_1MN?TPmKp`} z=uA3N$LM}hC3FI{4jhl|oo;Zt8P1lB?@}2CBMQ@ybbc?9dmrkkh%%JMdMB-YH+oYb zmPd!`pPV;=EzaC@MX5l{=9v3>AhmY~(tUkjp9!7_wsQN^AG&)?8+sLYE_hcDpp(J= zDTm&+_o9xa)0eA@teG3Cwj-Ix)?1!hneBU;U*E4$qVjs%F|EIItN60 zkwvr=4Ph2!gXv;3d?^MX;A#xv0r`ViC(>be7yw(uO4=b>;9*fx?!;aAw{9nU(@Z&& z*2=~>n>JAo?2CPKK$Ui)kUH+4%rf-F&Q0!eF*^-|BrH zx_&*7M;DV1di!XSnPjfP=V~2YfD4eU_S1FP>%4$_>Nn@MdIq=DP4yh^q}I>iHN7Dr zwf0;@B|VwNwP-O~y69pa>tP-p!sqZe?KcnMA*8?~xJOUnKJ9n@g6p)``~`kHKe*eu zpjHJhm}l@(0g{f8Np8asNpgi1p{Mi;(s)Yu)jf5_9O8d2QJ3IiDjO)?t8EtW+V=6B z6EG=o+a7@ZaKn}~JyjWV9KNCBa0bSz)pQQd!}-v+>IN)TyXh+IrW8oyDm{eDTpqwt zzT;xLg#O)J@}ANY^#We--9Cpc<^lhDgSVfNz}M;PgMn-j(xm~+4=4R zOpt9VgcaQ&`{iTi7Clly4E{Un6N&F>KPvd7sF(2CDdu|UVKrGz=ES}_4||gQScXZl z758ub3^3On3juQQKK5QnlhklaVpgbTuVJFOEUV6u5XFM)H!dcF7 z*#+lweS+zNrOY7gWG*?~%*D`crwjK6;UG+rgVE=dQ#Z66IU$?>uh9@J6J7xD{vT2GhNaGI=% zzv~*#26@c$Obd)O8|6lsKhz!zn1#+9rz3vqjCc0PcDP%{n=P_6w#F71k-Aqaj5k-k zwzy43nnPapP;(sP{TzPkeruh$2i{pK9Q`(`ZYXSqQYTsiAJPHcfjUw$jM9hXT=y-G zhI`lt`ocf-DVBk$)D9MzNjeJCNH4*CMQ`CPoHK8E zojDjOi|S}BuCvJuGCfn&W|Em?AsvZT+z=+nVQxp89=o~&T|ZV9l7(bty`E#!3|$2M zs8|da=+fx(G53pMNnEIlV{!a8weBIi$`ZlO{0s|nG|Pu$bYs~-uC|}*mh!MIibZjt ztd7-jhFqgZ$_iKkN6GRyR41~fX69(tP}k7C-Sp@akK^1Efd(=!j@AXSa{4>=eQ&Kd z+DSBby_}{!rg#gSDyBl9bzm_5DTkrYGdUbbVXp93W+FzZi8zsCS4LHk^-hwS$76@g zSFC!nQAu?UBk88>P7|oHYNtL@ea#WtsZ!tZEen z8*U*k1?^zgiCeLRT^-zl1JxEBtVXa-+=Z2_^=jDhD%P8(rg6kO$h5Sjy=d`7d(dnv){1Ky*NXDFr*!U! zXHE*ub~9>^o@Cz>sHWf3gQ6mxM{zgQMK#4+X-7w%Rrm2e&)S&K0hMeIsH@mJw88#? z$JB9FH{0xt(0XrV%oUYC%Wzu~#z8|-Pkd^6nY_*pTps)+VR%IE=z8`>aH^WB?z&s> zq5HKM1s{lq;5`u)1ip*P9MF)S?=Vg#=5DV=6vmxq+U9ScEu-A5xNonlz(Za z^HYAxM~!p=8knvCWsRsn6{!-v3Kyb6RG5m>0-ZN5CR}Gs4M5dH*FQJlVY7C0p+jqjo|QbztQipilPQ`<<&uKhNfF78B=Pn)n`N2TKTa_R^w z69`kSaDoo9hs~r5IbjNu?`?yrgekNBHrzxv(Q(u&P{kP(K9`U_)xt9{@l?kt!Zu&m z@wd7J{JNO#7>K9z^uM)`fqDfpQ)X)6Wa2AKpc1;ilR!R8qZ&DloQ!0mh^&?@C31-e zq8@~ChWHehi)Q3uJIEv32asz6nkhPhQun2wieI?lwqG|9P#4{#{-W!;vd{=xnnT}FZBS^5mFMl6tPWG^Sd ziG^P|(>eoNaRbg{U6xEE^hH)9_r!g12KHiE%nX^K3}%7y*u~8QE%9gh9t^>XP!X<} zW4bN0hW4r{v{t+HHq0XPat5^@J3?pp1$)9d&OOd^+v{I0Aq5w}0$2#&{XZ)}sbx^d zE`tVCj~3}=@cqB6fbZ;9*b0T!aC%p5hw*ebbQhkQ3_3wZus1ENi|O(@m*^{=i-*t^ z>SJ@h&bF``$3uUJqA55H_sHs$gayO^QAY$sNK_OVMWonn4sc{0M@0h9b$j!BU=2-B z=inT)FlQi*^3Er!l^7{L7X`&KF-@VjmVTfPW`gQ!=BuvGFw-XL6z6NZ=o&0m|1sNW zD_w@XUUqN0+UGomTjZBp^aLKmF5dpd{mJ&@t7 zarUuXI%b#rK4N9WK304OWPan9j(Akgi%oVanx5DTFUgCtC*}@Z=41B4f`N$0?T+8S zBx{-OcvhZ~7v$QA?tFD&vrbymI4;(SbSh&#Z(!Jj{WlZ4qHnW88SCW_UV^o>A?$1S zKj|6VR1cl3tnIU~(y45-%f@bYnM>BRiL#9D>&9Ub8Eb)`EaA{BTL{JHy`@?v;fnRwasK*2shal zscN-2mSEk}FTBB?p!I6Cdra@rE1)KlrXh! zty{=MzV9x9cl1Y51p^in0&KGSN!%ebCRi}|8~g@sOrqIr7uw@mxE1XU`J+oTPL6>Q zsSJmqFqo~gAFSf2wNiD1F7OdllOx~_j)1rL3MabLt`u1$^YfG5%`wd zr$JVg>J975r(D0Lk{LDn&ns5v2xwIQqEm6Dl@cY^vW29t@2cv8GEM3E#IdT)Cu6aU z&dU~%SC_I5RtkjpKgc=tMYT!wFiR;d=lm5`(pg^n<(!SYnh(%av!64t%RFPJA(_5U z%{jXozrGCDU@T{%yE*^-o%6=O;ZL%Ge71u1)v>Ro%W>W`AW%lvvGr^WCdz2m+=X>! z_EuSC4t*_Mw2F22IL$)EL)k<3)5Rq`vCA@Cw`=UkHE3;0scmu!G%-cx7}lxZ>PF_O>_~0seZKZ;v`5sGn?zpB zjvK|ta7EnIHRVll0`3T(d*Tm#C0>hX>~Eim7tC++5v-?{_Jp%kRgkB#yzC0yQaOdm zswX@#f0+6B0i@9oP&R|**aR%+3W>6q?8#nxq3X=hVl+&VpMXc>VYD1({I?AMmC*@D=(VwGR8! z@p`=e0KUPrvH+{AhR}$uF`2KU313ko)fn2U=CBUeVRP7otsq8j#{Q}$Y{Ztpk(Tvj zduRu{ah&Q12e5WTeR$-o(&-=;VwhI4G-iS?0>h{Q=7Hu|09x=mY>zu-Ven~(g`v2e z#m{7-%mUdVOCSL&Iq|A`K!fHeMW8X8X`^aU5ljG|IusA_kc6FO2FL*E`8=^up8PsD zMuSg&D3Dq<^Euk0f0nn(e{Wd|>Y4xA#&bi8Unu-2#Pt$hVNqf2ek%r<?u2e z|1q9+!MMoLl#1&Y|7aK*%j4AoyP#m;d9bW1t9HN+cpe-{WmJONq&*c@tDz13$j;{ON4MleOe^~^pL(cv(qn&xnQ5*ZB>R^ify71bbzMNPuz#0BFq|Rs(2SS!wivE z7K6E>49{dO&a^JVLy;mLvnu(ASIKGhLip_~kwP8yYaA&Ym;;l=6cGc%#2_(H3>HJg zP%(^oCWecF@LG%(V}yXwVxs^kA=dM+<-~T;5pIaOVh+dk=b{nQSX74Fbi$0&hI)x< z;#V9ic8hVMf_THcE2h9K-nTAui%V;!m5Af~r!CYF)x~tCxyZ;i+esW{jnG!K6CK2U z@dP@HlcFbQ9KA#Wt0q76WtCY)4v}3Td@hQK1)?8R7Q=X53=i~C+ncQ=q?nV<>U7j{ly_D2VHsIR`B>0(L-G1(cWS% zPUpFMgEL^gI>kpjBa~VNtKh7NQMKilc#-$J^#Axst2qxWG7eu-adkiOsPrCLE@+Xgbo4_VP><$A9g3Pa$sy={k@kuVZw zo5gZ?V1_dXk~o{117E=@&JfPZPjzEzLapt3{VglcWv~)@QX$nx^;4%{gqo*r!9i9L z4`GCJ4d$pi<QNx8ZA!Bn#AKj&a+`kAJ&(jb4QP?kBu{4%*?g4Yol8(_0;fDB;mB|nyRiaEGR@^JY%cF$7fGq_ zofWOuIY7F%>6svO(D$P!oeDSzhpgH<83ss*blKlG#7vMT0;Y)}ysp$QfXr? z3zN(^&S0v-xL`?HNp4bopponYyZQQGxXob+Hh=~&jibhNoQ^dihq^|-_nMFOpk8Ve zNybJXq#s}Ypn2>Y>vLS0hxy#0SX39$WuYv5&13aB;x*vXkUiyFTFxVt)nZ(NZ)hbp zh3(kE{)jVGQF9Fk!C&~8bG6~JrOks+#14wZ5c~T%rU0ggB3K0Dp*H6+Nmz?xLlK8?r{v zjYIW2SeNsQ9JtUeE1T*J*imnAb7D=|Tj$Z+oI7-vE~zJQNv$w_)IvH1i|Hiz-!WpH zU*H5RawpTz;Ikhl^QswQo=}Q<VS4|6bvr?+yHudS!lj!8ZH^ek1=Y!gli~J)r0C z9B!K1<{!9h9>MbPW$NJ_qMLA&Rj=?5v#j~~_da3*{e(#k$ML`Rrg z>_?9U{ci{_A??op#}m$4H#=$HHXcG}a~3Yb&{S=G3)ZP4G{IcwKaU@BtQ{d(AV{Lj&<2h`_Ku_Q2ciloy>VC>vT37 z$PLa>U7Ys8Gc?&dqaMK-zOTn{UHwC^S?T^C00030|3p~@d=$sqer0BM_iitj1QJRJ z!68sASaC1zt}PD5wJlOCf#Mp1Yq26l3&EjSaoPec7Nl5XcJ}%N%@lU*t*KoKsS6{+p zPUh`WX6n9H3U1>+@I3w@xFDFKlX-?t!OH>;B=a7=B+vcC*QAB1b_sWx?;xHINx_NM zRcsY_fDiBzZ_u~#EU&Td;zK;DAL0#uf=>m@f-mu=eumHRC7$BtJV-C+->{_h9iPD= zx{-An=kp0XiSzgr{wi3?-}4Wt_#G#Q-@&_hPjFxGK-zsEtv|#R_S!#co!95})6`xb z;cov6JnVmkZ}17{G(~-xTt&8ek5?l0TPf_}AztOv`lO8Q3O`C6^M_BL;4S{p%2V9Q zW$*}1!4h^6oxn+)$S>?;IFpa#Tl=-$R>xXL@hGBm3I~Q{cZTYs&O%+we<$spfNL_j z0cDXz*?ca!RM4(qn%UJ&HmahksBH8iBnwrL>pEXf%0>N619i#w#8;SRn<0S_YM6>w zm1&XL#E+mYgi|axS66W{jOBM!g?@tZY9I7a$*>vL(035VNiY=-(sR0~iqUZ^NgcIj ztM~dZeT!BTkVG3FbGT0P}~D``7Er!1o{KE zU?QbJCcOhwpq=^^H}gL8g5P6+Bb7my47S((RSkMYDru5ar8*jMnG z8h`_EyKgLx!|^y8KayYnhavciUeaK>{y)4HUr|%vS-Y!xCjAXe#ZVk3ctu0-q4w%) z!3)#_tE%&2Kj-MI%;h8%QoZe$@F}c?wp>r&R#mL!{@3icm2rLV@fAO3H{4Qjz9^N= z_$jaLC!=z^e)3bOQe>&1(PRW+CX>&iAcatIJ6i2EwV?~nz^PP|`om|~9v=YVa2zgs z%s3HUjHV}Qy*i1#X&#(Y;~|z7$bJ`~{ge%h={Yb5W=a{ux$sxLBi&$?6^g(;-$*B# z($QQuzp7+vn7rz9UsgNZD0w~B_q2(~?sn$RJi^{AR@I3&VJA+fJM#t%@zvoa&S5nR z3-N6H&S|Tr@DxP!Sv$;VnnHtNB|7{suBIkf1ItQ`dWcJ45p?AKa0_msP4N&$7KX^2 zLNEzKF&xv1Rj$CFXfLJ5NiYT0V`ePFqrsJShr@6fE5FK2qai_H(NGvBIE&@w$q1|u zwIMrHfrc;?K8DYrGn|9@c!-`Vq~+Gfv`bcE8*GEV=+(*aM!g3l!ks1;=CH?d0sNY4 z@NN}{ZB;r-LwU^rF2My=Hrz*k@wI>98+Zvrpg#_Q!7xb5aOpiB);1iNlU2; z9#C1Z6<&e7)EoK;u0kl^fIs05^oM?__!6E{DawPna0bkRE_6jA#VS|@&v7}V$4J3g z>2n;U#RWJH{=s;jMa?BrZh&^Ui5kO7Xd-9|%>*IX8d^hB9w#IHgpwtem%@KlEnEg= z^cwM|b*WenZEyo@giX@Qj}T2AxCstZ<9G=T!=Z2#FF{Y4#br2*UGN*Rg`tpuqhS>I z#Lgx_gp49gyka>{fd@QQY-|b~pdiN3BC)-A7?}#sHa#2rP>0|cxFDl=C}kPskarf2 z`rj`ti5`}G@?rli$x%0;>K7ES!OE&;xQ~d%1Rp&FHP-73eK1cULUwTUnL5 z+{?^^055>k67kcMDrh4+HDV^U6uZI~)E?TwK4=B4@HSL~OEUKAFj+>} zUv}~_&T|I#(@Dz^o3wQy~rQD$V_zGUb-~0?; z!($vud3gj5g2wzn-p7lDde)bnJZs1zem??6q-Lj4f<`jGrLsE{U@3Z;>LZ*C9=zSz zg4@Nm;;;?PhU(%~#qb@jhcx8bz(%ov-zgpy?-$FTfK#z6EyPdxR|uLE*o8aMtFORb zyb39T%c&T^DXH&v$~Qa2FZ%E$S<8#?hxB+s;;4(^+)d}DUDhsBg?e!;E>p6D&Nj71 z<-t6-QtH3-7T+ON2s=?>EQ~#DpRR}AI(*UdKYI-So`7XivMz_H| zv_rC)k4J1PlPvA$bQcT|O`o;u*GtO}SqzPu(zWmG{bY9c5-g;QBONFG8diwdWjCL?8} za%zm-$*l5qGL=y0sug2G^guOug zWf4~71XGcBI`gq4fA2iBcB)*QleeiPJfw>ARdrJ>!6g#MmSPKgm@k3%;eNqrp5;4$ zMcq!e(UsIys9??3pZR*~S2Btc))^J%j&l>7`t)0%8ubfXXwS39`c{TCGm#WY+d?|} z9Hps`osD8B6SX#(sJX1=rz*ST{RSpV*4jfM)x|DN&+H0Rfu^ZL!rcZ^1}F&!)l127 z<@ih0fwSUTyJgYf~<4O>HR-XLC`pdr|#$jn| zAU+o!0@lw|Or537R&hPcoPmb!MW`*Y{8LjDLLiE|*m=w&=WJj}8YV><(-Qe@CKSGg z>b3QduR8w-4}T$=gy}z3622Pet+6$>!M1_})GoEO$C@gI zex&B;G3Q4rzcr8V>SVP=<->e57IZ9`hRo#T8cE;bR zJ9fts=Div&o_0q`)Zy+ln9Ac8E-kxN7>fwz@Bx({^W!X4(N{vn5Nn5AHfS&n=TbR1 zfEg(Z<>I_tN4K+rSX#9*p%{i)sguc0VR9Fa)m6CEQ~Uw+W)UVH?Z}*3sXUYxKi6rn z1be(G4Bzruek>9BI$om37^^}sC%c$i`Upi-jta9|;YTXHtZBHg?`HS|jltr!a(kG6 z=!{{RJ~Y zJ@ds;9IcMXMUO+0d{shTif--|$engAZZT`|ty&>oJ_iq4F2}2#_ElQ1dtwUp#x1%B zdb`jo6<4Sq-l73G2z#ozs*{uG>~y|0E3ux$jy1wu2ifho6*uOFyxD$d(uqAT@lEFO zJdO|G7!C_Pfkmvxb`pQ4Jq`JxK8hzWQJB{;oWaNNXPm^7_!m1~p7?-+g3Sfx~_~R`IHgb0J6;b&~db++SntqH)!nFR$ zn2{$*4x5gNILjgi9*I+}F__QlgQwtk$OV|WWk{?uBkGPlDchN_)`9+NTdsQ%W5ZIc z4#AQB@2z^lvz!!DAx(x%8~wNVtaZ?TQ9S;lb=G>!DgKxIg6{{*Wxt)~rS-S}E&r9~ zdYYGf(|^}Gmx*o5bweH3R<=j|m2GR$Y2l&Kk+ZBf;Xg;V@E_($)?uD#HSize36^(% zn3Jp-R-*MYH}l^KpJasxM@R(f1`PLjBOId^l)>sqK2cp4B%6#B7LpCh3I8k#e&HtR zz=fUG4YScqG;UzLIpVm1(WWw&=aHrYTLCZ1Z*f*SJx%R2hul0o)M;cInQxp}j^$&) z1||pBFgdxmQ!2c8M5IY?s<@d=W)tKP&SbKhQf`z9a0Zjb#K>nErG#=Jr<@zk)!Y(J zT8`j6W@N})-*>*(Rs+3?)(BS7YD%$Ud}GL`Cs;}krS4X=dsr+z+GZu5TYk?5L>!f~$PL>=YK@)((H2AIwd40 ze!|6gty5Ao$tAZi7vgPhyfe$q!MO#if|0Ik-szk6RsD!YMV;1-q80|{(`u95T-Hx< zPVhO_bG_)1hDO+n?Kqlf^3eldd(}y0_0Ly@orS6{-89owHM(wQtJ<`l_CN>GQ-{Nw ztLWfmeav3wPZZ3xQ|MQ{LZ76}{s#7F{k7gkU+7%cjX=9VqMacyM8*0`&_=tK>SNyU zJAAIaO!HX3;@5cBx^KO)kkZ&;YH3J~jQLeTHOYJ;D!q|f>5HZzcA^;$fOBDnaK-Fq zEUyyQc@>{4zhuuKR@RZ2mts|r6C;{Aqukl0E+MINYa!lxEr;ON6Iez7SV=8e) zjyH`%C!47z9jD_~ZiMW3EB7PLkcwRq8916Vaw${V#PHRK%$%7MoIXtn(({Yl<07TD)WBA36r|1$kSoAgE6tS`{T|KSo{rWN)LIur7i{?QxL z-q9EAr}Rv4SHGlx1Sx8|GY1Qpd?sF<)ctXfTa%ZXw!BrhR|SP}95u(NA5^9#P9^$F zVrDk}T{v!ay@#e)&qPn&;`{uJ-b0)&$-O0al;Z~KQy#9Puqb7~x|AQ68pB5Zk}DtZQ)-ZptM^pOmC%Y{bQdJ!TO$)0KO2U#>wp zur^KR4%E=jkF98&#MxFfK{WOx?j{^_DPK{&skdm)64;--bFPZ$q@H*ss2D6wC8@Ef zpO0}dFLq1$s?!)@N!P>n*$eFEb~f|edWiS%G_TQDae%eays&a}66WHqY9dDPANmZD zs*Mc<4O2^JmEDAMIFH4`vfJr+p&E}K#^FY5rW%7|@hj&Sb-<}6OlGU;%>C`3%}pFG zv%f-#I1)08vKt631hXI$l$Gleh!*dtE-ZKyo|SmkQapVoXj%>pVWU{>L|BWpa5Al< zUvRH2378l|IE+0WZljHPI6LK}Z>^`nC$hp_xDVeli&QsXO{zxKsRwV=n^aLWx*C4! z%c}F}8MMl3XI|N}C{EYH*;F=sKA2Ah4rg<-$E<&P4tmIUpu9=R&JZ(Wt_Q z%7}UZCV0cjtpDIC^egXn6RchSBAj4nry-^weS}TbKY<`-rrxG7)fW~h9xr+QyxyVO z&?Egw7sPEUFTSz78P$|bKT2iA?p&G1>8UykX2q(M4gbR!^}CgwM%zK`=hpO9b6pB| z-oYh(U6s)-RUSK$=ksX0CneY=&>Q6tDktR!=TXLw15LB_S8W2jqG|b4&otFd+pTW|F+yq|VPp5`HKL%N5|<+*&uw}2OLX=@>Gi@0reWc=4@ z%&W{kQL1U}W>~>#h##*y_C!ko@6*hs(P-|#m)gO`E_I6=jki!g=C zs4uvzx)nZ$UOC;Uf>p$dvx-_r)U?oF0zH&3(B5RAqAG)EvAQNg1t^3H+1X8biBNB$ z1NMZ<*c~=PlyH&HA+KCBKqL4JDhlh!0@2tQHVbSV8nQ(dcb*0lBx|)(lk9G`_T9z3 zV)2DA7Ryp5QJ=$nN3gT5WsTHf{$AE)Jfw@+SyUg%RwY#><^6w{dd^$Zh*qk%=6khP`K=IZo9gU53e=@>{&}hnja7~9@^+EX+-@GX zKcctt8~R#Jv_?rxoqB$~ZEFUG~978i>WTOy?*dus6qQH~ky84@SgshMiEHBUwGc$|nCgdb1B$$~`O?9Rr6%IhL406pRq9LoiV3IT?Z=wVm!Qt1S|j_OH4ljO`*TU@`X?tzJry}SE9sXQG}tilE;IG zNrGsc0B3j-e2fKf7R(0k-1IswhNt)h8`?j?J~$v~Kp#$E-^m=KMYa3}%kX)i< zuJ)8hjJ4Ny3_Iv!cwBTzXMIBIJ??sr^l#*ex`uNJds~TmhThJXvA%N|`&$?BA_{vF z{uNByEnHcS)tr7*+tePlL$#!n&V_kIV>t3ehQ|+Ci!MM)Pj+C7Y0B_d?Xz2OLz=}1gCg7c>hsNf=t+e_TUWg z&Z@KGWcXf6G_JyE>?Zm@t+1=@(nluR1lwSH>bd?M+685Vw|f6wy``dhr1EhLuu#1~rO5AZo|fDI5&!z5<*Q)lr$+z0V` z{*891XK+PW+)KEJ@8K0Z!PjC*?~sJKIFjEDrspi|>GZT1OW{~SY&;!CVkORql_)3v zsxw$Cd?AKR#;-5xvO&tl15G%cVy zqKA{I|1lkxPYS6n*ahqRVk1`v4o6;ytR6mHH3_d7%xRsWELMv6a4ppv59)sSkiN$M zP{DUbw^02gL)@gk=w18#5A~H--=Gig`r<4ydOps^QCMAVq%y+Q^5H33hS4+%G^W9E zFb?KH4k+i#L;2`PNCf3nrCf^)z2NmcQle%F>o~UNPkaZRC0Lnnr=H7=G4n;K#W>@v zk?3IrexrtCI=3G-lKva3UZUB6eG`T~!*dxXnhrzWb2cxgFno&O%Sb)MlO8&y%AAUV4TCFmZ?W4xaT?=4PQ z&_fT-fnTC4>?a$wqbT@400030|3rBOcoj$Y{*js4y?Z4$N`fUwffkB86qjOcv7%o? zaS0z<+=>QiaSsq&i#wD;65K!Bp*XZaap!jy`hWg;pEI1qQhPAEq^Ar*$pNSa);N6zmNTaWg`KKO=qi`@?g;0HPgakLITVKwBS zXOsqsm?qaRHAnaw{mn1%4ZIb+gJWa&#G!Z6Q zwNd$KpqXZ8qsl4^RZ#uyvZ_*$NGaQX8~VWm1Z2oZ`Ru3oL~xUD@@f4Ko{%P%kMI#Z zf^GC++>8C4K0J_9&_yZ^ljA?|4;;ulurL3PZ_IGs$QSSeCRq18b1)fadlo8(FNbV% z>RQifzdlTt@FzWu|AK$u5?qvd_u;{`!kmQpSWtyi3hjXj_>kSTH~^EdC3T`m)q~=> zfKI`cG?{OKizL2eO*XH%K7NnOXaUWk@9;6#!aTa9c1M;_xzKIcPv-T`>_m5tJ8>5d zmYEM{cjkNKUY0rgaX;=8OyK>v+HsE>>V0yiu5O^+Pqplp=wc|2!Lb;}%hg!irKaLE z!BjzRo`QL#O~=WeyqsTlW?+JVe8lU9?qJrTB(f6#?0))FtX4Qq$5B2 z1RneVgoGBqf`{-Jp7DG5fH77fF3kf>HIBqctjM|Xd&+}f;x8OeLue-#!!A?;i()ZB zNx@GvkSbyYtc+Fg7*`Qn6HDsv@H5ze7nU~~D7A2D9~PiXP6 z?WNu1j%QOnbOyD78euEl2zQ!BxSpEeX_?Otm`TOU_ghvQJnKoo1WfjJSIezmaH`pb zlesMSmA%M`Gt3+O&XnbRR8Vl%Ge{SvB$J17P%jgO9aJ`~LfJ4IuF=&f2j;-f1eZ+? zT&i+oZtOs;%VQ1vUhnnaraROff5Lcmk51~lbXwoAyQ#i-%$cF5>V}?v)(*acSFp2n z5T|fgX8`XKKm3(v@nSv|+~aws-&sfj>lf~A2FU)^=2MVI&EnhmN@n^Vo~w6+NaT74 zp}}f86BXrx^dncHDJn_r)<3g5r$)5H(dMA1JC(#f^w3id%V7;`6<5ZIG@G7!cTrEh zk+P{Y`u{8Hq63y!3HU>xnKcZD;{-Jv6EVn%V#BzSXQ}#Ce0Z{Wdu5)F_thOW6O(Wj zp7aiM-kCwX6L;WSGe9_Chs4@5^Izw8bkUo)f9!XB9Cw?G9pa7scsIHj#(O@-;9eZd zpW^PiorW$lS^Fg(8|!g0K91c8ZD5Vm7jde-gta}F@Ue3O7qRvv2`eS>Db3^}#I}{K z6dC0hx1YxuAPMJl1^fyR<4Jgid2k}kfFNXsc@PgZ;05-^2RI1dLVwuJRjEEUqb&F} zL_$Vb2E(8djDU(T1iA{^U`Ko+tlbit!EubjQVfxjYqIBvYD;a&_7$_v1dCd2$m^?QCD2)wKnaxD z*OA@?7X`XdEh~qwx|QBn)7s!UuMUV;%nxk!bfGTPmCF0F+lm4<5i6JZKj9s}<#%{T z-{T$DlfWQ--f6GT*k0cPGt)G(m*X;=Bj|04aS|R^Nm!h{{8ZPp+N(&8=FiP2yg{At z4__IH^Y(a(a$7yIjp~Da@H^`v^~6@{8AX^3JXV;|<;TtHYm=R`@&ufSlQ0vH!>rO0 zahw{2L&PQua~@XfJ@av%_}*OXs8ivF64WQTRje4P8sR2~jnLy!s5Dl_6Tc2y~ zudUnqGY8kuS!a!3;cvJQH__+x0hgE%YnN(At*Ng4C9ZRdU?;nPWT#EOsew~r@t$~3 z2Tx5?(|ltlKy|1tjNS;=LJOV*hcJQ{!y4hrwGc!9#a_4_y5bh_Q7UDnSZSM}3vPvN zf*&b|It456EbM}TvKm8h4mZbXv>H~xH+U73p&XXRB$y6gV0H1mYSlARO;_pN_Tl2ji&xo7F{ILEUJUwNWSS$)g=2=!wXzZ>?FDa z*E!8*8AArN_VVb&Q>VFDcBS3b*@Zs~7rXe!Y{jjZOK+By z-Gq^PHLk{0Sj=94b488)<&^Y{#C*Dz(~he<9h||Oie0%YZ^8eET)K@t)E7g)IBm?g zs*YM?Uvoy7)poRhk3Bl1o%d@`Z%-EM3+p}2fJjj@88c&dl?hAI1f3b%>pPH(9??jwPZQBqcumOFdQ#F2E!s*7*Arttq@GsM|pXY@7;e(ReRF)vpJ^C*9-ut(*OWjK>zWtLyt&M45c zdMDq_h`QDTPBC}rC>_NnssmT%5_|+^;Zf1c|APg10y5}JqMEni8MpvfVLtWat8kYe zXhKczIm`;DLi`zp;#X8YW>8GN(BEvIzo|MDSs`YHZ^h>eKFglDSd>>^QQ55cwJ5cNeAj%^RfR-Jxti+)H#aqLwv{5e?y_YI+dMbV zVWss7T>K+?-mMng_5lC^KVY=>Vo9#V4Y)G>89Im@eT*}zo_2dIqe`h;qGuYb`f96g zD=N*lM%!^#J8WaOwB28ADViCVe<@=MZU>L`m zBAzhzMjqBB(%qs}_D#AewuOC&X6U2tE>lPQC>^F*`WRL4R`LFimPMVRGt|_3niB2x z`aGSZ4dLI~qx48^dHi zUN>8;O))(}*O?XA$gaUZn^{m}W%9(Z5Y{3TWPj1`7+^Wh|^Ext2F z%xD~q>u4oa)H&gZ+N_R+6;uxb>$sJ*oUc1GIdh;jw~T1Xsb*5T*oaN$Kl~rwWh(PG z!Sd{P8goVx%4Jt zsy)lTOx?Z5{fT-vjgdA)@1XwDc12yH%d|yr))(k1{h?F!Rk|kFrRUkH`l5fg)hA>! z<}a3o|9En<>sGd|Bd(bAl<%ZOt8DfnXWl5;Hw? zm)z0GQ1ZN|cl4GX(--uaWa}a-)Olg$bn2SLzTQqGl{FRA=hWBamh;_x`2y+0(?8&E ze94Z}8}Mhlo#eQVyb(Xs30zq(vChL4p6T6awe==iA>Mk{GV%5&;Ws^>`Qw8lW#?@F zuThIUbv=d6tgskv;_DICBczJyn6Vnq3@^{@?_)}GFEcS}x#ufB;#(2BGGtXq7S6&q zBm2fSk18Z%t<51{AwC|K&Ezr>9LX`9-_-C__Y4gwZpQnvadxg^vT!*w*q4=WdtcLQ zT4V3iH|aO~x^V7Isb{8oZ_&uWF@1+_(>D8e`=0c9BX;O3vdcTQyT=YrXz9aE%_wj?C1}RR?PT4p1YplIiUIfjjd*W(cRVUfP57B)!J-&ik32RTOVg zRbD09l~s3BM-4H51shuT)uq4-HI#ZlGkgRgqU%f15UIQyP#o`rsuDZB%wil*mtY*n zn|*YYS8^9~1da%=&&Hsdfwd?Ne)G(7_Jr(-{m1*%x)H9@AEkX^5AA(cf;FA9T3M|N zq4}-U(D2Bv+=)9##5Cp2CdO&ahs@64(kxB5qu+L#_6?^7nz3aID3MQ<8h)Q8gWbi`r!AhoCfT3UV0Xp z)us`9ofzkQ;Bx52(5LoW@u{1%U*Dh`V$-BQpm*y(Wo_r$vnAr(*mAL5yDiaso80|4 ztf$M~9F?QHbVA<~dzZG@?$~X?5gETj`y>vx=_z(F5aP9k>%OwTvfnyxU)CO?Qz=n5 z4NsFwdY=>S-6Q&MGi{;V_7<`4oL!{6sq_iEX%Focq|i{ELgRu-+7mbsKG1F!xJm=O zv+UvCcA@L-V>-?If-ZYA!B_AtAXbEHa0_a|K)AuRL(bWk>(r0M1zDSeo zLsmB5X|>ezQVpSBtl{L<$-a?zF#G3Y+Kp32dbARDbh`E6@%Cw6 zsHbY+Z?upWz+d-Q;|-XDwN(+g^rlfa#dOSiu$PD>Z$$Q z?xWmV@`>7Ews>cFCgCv8M5*9s;V@I*UWG&8dey7x&xejkKP7ZpXpU?{3wOwRv1Rek zw?uajwhc~-t{Yb-I>OEs%o!{mog-K^Zd$ov#S^o}n#`t8bQ#|#WHzV1h&5#jERJ3o zeXDe|agong(pSP)+?T-=^%e2Om{0g7I^2YtZZQSSm!__-geRwo1JlHmRHaq+kPZGObkrM9^Mdv5(YkB+ zKGB%dbbC9&t}L1V6fM)IsJVAp%njkOrQQqr`@ki-KwZ5_I*}&QG^?z>V!gJa?3Tfj z5+yt7pnrs}Y5yEiyugUqx#_0I-m?}JJCXCHbtCp}x|i0ibl1w7U{rK^m>QQOOG;dW zVEy3dnTiB2s|8^ke%HC>j0+@lIV+jF1)2xaBtIu{r@#!}w7?uVkJHs!*iY?b7BQmIwnI7E3+_|) zc*$Dt)iOK{U#Qb?8j7m3&`G6-u96dKKtrib)I=e(TY6Uu%cL#!I1n#u@}8E z2N&*<7wcQ6p|;%}^U_ur!mD5|J(O>*j@k4=D8UP1(#JYsAr!%pyaRT?A20yB%E}Do zW3oaAXf>>X6y2Q`<5F3d=6n#Z!Ct%#?o;=taE_kBGkE?l-Uy!1U-$y9(+hBMm7Ytb z@BwVH(5)vl-jOqJh24$#hlhM*Fo;Ds5`Q+)_>Jw?@8KF=ha<9}5uBj=_zW)66?zG; z1+U<#_^eyUz5DlVi@PSD8WT$`_cy(QXZRNG(=)gsYxV-p@C$e;WA6W7$G_nr{i~D`n7M^Pt#lm<_B~UUK z!FDu*|IrWic9jRer#jS=bBe;rf%{Ddos)wE<~<^YstP7lqBsQC+GXjqUgjx<4^%HI zjZ^GWSPJi{-d1JYPO%t5qhU1cm$9-q8-myky7KXlF**mz;(08MD`6TpqRCj4d(tV1 zm2KEgpTLu%)g$#BwaKn5_2xLK-a|Q~`I1xB0oBwzwGJvnHJ~PhNt|DY8mK79jbI(@ zglw1sRj8#@-4~!Xp2fECEq0N3d=7nZB#eZ&bQb4{Hh76kg&j63hgQNiS_9z{3+=Is zRMdINeKNKkdSQP03A^J~=qh$IY!*MxO4;d4+90)AIU0fGOdNmEmrXNj3X`A&RKzt9 zkXpZ$cw9kv4{bqVB2*S_IRQ%1Y~i?Jn1rRQlJ<19ULvTjczP1lmmO>m8A3WKpYTUL z$P0C06^wvgvZwtaNW&oqeM^mK40p#@lmdr@5l+BKxS?m$3A_(!bPrDQMbQdx*^P6b z2zBIuG+M z#w9q<)Zyj$hl;a4Jpgtz_#HmtyFA>R$|b$4dA{$E=!&MH z+i^RtvWN0*)19}<@nW1~mSAmusg_`-u!UIE9%0%9rei@)^X*g9Fh8%7YldP+**{WI z#sQC@Ep(C`9fJ)e;&Q=W2tqmdFEo@s8-$6{cnO6hYKw?kE)9vo9~o5@;s5!xM0jK+ zh0%|=8*<Hh!#0RR6~c?FnO)%W#Td!KXey>HA6IYToDLnAE?-I7uw zBGRddbcsrX5+V{x4oFE$E8UGKO6Slp^w9O+clh~y&-bq9#EtjHKKtyo_PHPkUSpTJ zg=CJh0j=x{^N=4y_UqSp&9C?slDtQ_@BGE*a1Jxgd2HYfd{*l9yos;F$4mC)Do0q` zu+>Bwlf-do)Ms+iD9L99OGJfNRRRu7bR_Nx1AS4PR_|;gaqj+ht9$oS;I%1 z@sLw{@ar(S^1m3zHyh*4)grWkL4XW`WRcFeDd%WJ=}0z6tJ9_&&n9>BuaSlVh^9vN zEvleXBL}5MF6yPTBNpws3YDX8-3UY=D>4f*Ny&n|s7tw#8{17UE`Wl9rc@Axamy5z zy2$_F_nXt(c!R=dPsLCSdrV%mqT)ELi`WXNU@KxUg-mTU#XvPc)x#W$);XyVrN<0) z6w}p0o~mZi+w_N8#+rltjvbGEYQLI@{fhKosyFqfx%iIOV>d3TCA5~VsjKRWT1(f} zHMM}Jnmv499pI}-R@d-YJyxeFSzQ#rIl$-Wq1tBreUH?2)X=@@E3tGB1>~l|oRzwu z8}d_>S+6z-7PCLzQ+b^_#KW;&9pO><4x_M3HJ}};107L4`7ixQ-N8MKq0`DoAKr>( zbVaR@az!10U$3T(bVF^Wvv5;JF_$iC%Gj)&mD7-mD9U9j23-m;VIsGu!Z@Hyh_z;L z36wyb*lZw)-B1>fb$PK}MeO8C_z%0JKa~7lRs7AP$wxI*k?ry*hXM2@^`$Z>gVN|p z@lqGI11MR4N##&3<@g({;&{A^?({B}@H}3v$Ln4?FLiYsFn3k&s4r9p+cs3xHV72b z<4p}d9FfNk$8d}guf9Na^+~OLUX^5hYW9^hZBI zAM9|GD2aN*M_>FDh~P*WpSgN8Mq?blM^=vIUvxB2)gzG48-Z`}vmS{s55pKeRu9H- zJqSLAVx%5|!LV}VWiXmYV~!r}91r%9d-Rs_n8sj?jQV#@KfFPIJfME^T%V^rS#LcM z3C=_eL=w%@lQ9L|ZDpQ~*(mDP<@tE1-**>cAsTW$*_w~qJP-3wmmg}sttoA!J00;n z83nkZJ?EToP6p=a81~;ITHYv~lnnewa5?_NGK9^W_DxxiBz??l$o^f%c;&enuf*@} zRt({tXkvC_G-q@^Fk^YQZ0*GX!G8P^*n^pT9LMplx0H{;FUN5#;txI}G4eD@cqg!$ z*Kl0$4A$^6Ud|`6l2`MmPIKpaU@Uh@d6zk;%7bhc_a9w~r{XVNf@ff63KI1%_yyPW zZ1`=Go`V}w=HOz)QrnE9%u3`o8}SCq-3>^zIn7}Agk6WAS+6JJZ7#}5V%6N@jpOi| z9?)I-Soc7B=X0E;)3n_DN&9IJwG%IDiT=i~WA)Fbyi+~!RAR1T#b1NH;WBn*Ij1^= zYx34D^#Gcjic}SqQ{~ocoXzqSpYm#y53Ilw+m>7Nv0xgL#td>-B9mEz)q)(-uEI(| zd$DTg?UZTXr06%F{g)W6C|EU>TiEA6)n(THoh_w@qQ z;{~YCts@&qn_%n9Km0LUh&6U?cpcWEWS|)@MiVKE@ndi<=3=Ke6A8E?|Mih0umElO zdg_HTLQ~8(-o_WiFE2_IxQL7R)g)qT%Dz$NC>HZzvzYz%D2}3u<8L3sFte10rL=Fx z{DNRRcMtA1w-K-z-OM_(icpDakeW+Fs18E3LbXC_vGgjHL!$Bu{tDYT%wuGRO+;R9 zsrDl?HB{e(Tj`(Og>HUotn*VteK62KB1lhLMdzUZhtg@P+rl~n#ac@@`4NtpM81dJ z&c)zOGc47n@EPwZp5i{==cl;GPjJ~h#%)mokCDU~Z3gR7dWx2ko(gCm{#MNYhr+tB z_Uo4JhkBvwKTCcpAZVgL*2Sp3l!u|5)KZtC1-4%JUGh;%5EEQrOHo(Z-%U3TFS2ir zEV6#DyMD9PRc8DJF)j1pW!-H4`bHlu5M1+3PgSL2ife{=n~4$^FD_ z?(UP(-$Q!^1%u!7ml%%`RNEw}JL+$~NJ%)PFYyDsP*3oTl~M5L-U~A9>zUj<*~x&m zx&d!?vWSxS!NgM^JxZr?HtM3{mHWKayqS+X@0;Y{Yi^9jSW54j8R8x9V+zHZ;}Rd& za#>-&!gdW0piR7sYua7h#5-(1fsaCNw9cfr&}Dnq7S!9lGJ3uFK<_b^s0TjM-QnX3 zCAh88T39EScZHUjuI92jBL4rQxsF?+5$@14^-R4~&qZ$(A|H7v4c56;IU3Pu&2gwr z)u?Caxl@f2bRJPd^(c?1qKP_L6wn*B)0%eZwa!JZg`ep%e=j^-RaDA8-piH6URCg+ zJuY0h#%`cXwjD;fJy1>9t(|VC`{3>HZ8~jk(|OZZxNN`M4|l0AjvAkTcDX*w)pc%A z6~}n7dZ>vOJ$H)>nd@8^H@JkUgUiyJNe!{xrq#_-tg=xw$7Y&kKEr3Isy`PESReIp zm+Rqhu&QZ*kf|byp_-t&V2e}OOs9bM|976Q%WSzysl0Kbmw&+9Hil0-%`CZ7h1;f} zI3L#2QhJ%)b9yGGp&VD_A=YQSN<7-uuUT9s&O^W=}yB`6yvd89$u%%%iYIeitzUcyk}R-U47IRkC=(3p|6FR zpVBiL2p@y~2ft5D{JRrx$6=kG?@beKEh##!q%c%x`-hi+PbA{6!gp%0YN@)YZYrolj&siXIU`PDp8_wfL}w$gPR#pxUzLpi0Sqimd4SG7R|k(LUY)Rd8<$blm&J)QGf-Q&mVEG4O*`HK2U zO02U-=KpY>Me*jGdZKR76RDMx4F6t<`neM5H;Ug!NUjw`ERS|tif+$=oibC($(tku zf3+Xr11t}awz>)CrmF0=K^yE6owYATf3?LP(Oqp*+5*~V(XzTHlvmhh<{X?om9Kcl zpsqItd!1OBZ+CP%UW2tbWk2VxybfKtx9hWE2liQU1%AUv!f20mLU17#;idL<%{W`w zosAK87P7g%9{NT6W2ZT(hSF-JRtE8bweChI&dhgUzM_*l&Z$o`^>m%yTVk8qy`d_) zl^tUn$p~e|Ce%?I#TPzQOVvlJicQVQdYikz%}WbXIOk;GOC6(%t4?a7>aF4=LXT5j zQC_l!F{%|+Mn>wQ_Nor5o#bpCqfWV_Z2It>P9ELB3-FOuH2*<~~% zsH4p((YvdS6SnB2i&F1tFp1$BZIr~(bt|JB8UWn`ZB*JY>- z?X`PtWvWb-Xo#*zJ_hQSZUrhYSZ|-W4q= zZs{CD9Vd760DfZc*{^vEd|fx3_q)g4pZO51_o?Y&{(_I$l2#r>JJZ2T;e+rI?~HQ} z@rpDL%x&+H=V@1KNsZ4+rajkN=A7bN_z!mkXZeGObUH{u3Q<;!Q|xH*R1bM{0V*g= zG|gs3S^C9Prp(mMNrks0MvivUAsxz74b0P)JAihy`#ByQX)!Ym%Q?(^q z*{?p!u{K;I)dSlv@C`4^K0l7rHV^lY{oNK!yV3T@v&n9u>ZZX|IG%s^dr*mIK-b(Y3AM&oq!@;|}DRNZs7hG%8%!U$oA>aO z)CajuaImRh%9;UO$xIAXmfj}3ZT`R?=*t^%!`2Jjdm&b8avrp`B z3a4-u`O?e?ZgEOS@69(Ma-UN)+p;uw`AF~qKMFo`o;mr`#)mqm9T(F!DuXWWjz~Kq zZO^E(Zo5#M6jX9!b*yd^iq$Pb<=kxg@0fw^@#w@r5%RI!Ei68nfcR9kxovpAJzHRT zTx>+Hi0`;SIF3II{$OXjaa2dgq^hW!*?9f2%|bmwxpYol+wB_>tzWTFGqHFA=w|Sm zWNp6cdMxFHxre)g^L&b@c-zHKZeyi$2OFF_DIRjrEcg5~ZsRy7!9RK%>zsY&G@li0 zaL)1>Q34O-y!-HRiFbMXy)~(x<3$RR%?ms=FGVLLn#+7wvcuac*IntBGzHD?qOn&= zJjrCfk}P^VDw*OYzv<4t<-2o7*Vn^mWE5wJ;uwMfPB-L0ZS}%k?9|{9wzKz~uA0Bh zV)qa8GR-k6m!8~~fi0n#PUgT5&ft*n&(ir_7<@Tykj5kzw)|1>` zu}|@7cs|ePLvBGc-N~iXP+Y3|x)jLw=H?@C=1@MnT1ZA1NX!n~tI= zig$~-v7!J=AYQx=F~J|5pPj|daq)qJCL!pL;?&4w^NgPu&@1OPo_gmU|5+2IEHEc*eGJsQ z*`;h4t)dYlsdJY^*Ekb!lV7Tb;u+7Cc$%;#2=dG0W;Y&bxa3i!@mH*Z z5_uggOSQC|D#>2PoUxgLUi#GOQ)f<{H&cXHGH1q2p8WFUj7lAq+V$$?%;Hu5_;AUB zHP+^AnYxfyz*}ppiqAB$)iKT)8Tyjex+O4!i^9hwo+Q0u*rz9PTRNoueeLOm9z#Ep zze-U{@~{>35&W{2Qt4H+idNId$PoOS4vL=o2wmG9{Z=$_c!0PTDRKwf=G&2Wq1>X3+b19|@EsI;}P)Q!Vth{{1FV0kg~5@BAd0 z)>Zb;e1r2`6Q9`XRvUkn<`2=m8~KJ?9W~`Y3uzu*=MhvPWrgRCeiylIS*+!vc0a!e zRWkL_NS^T{EV7NwKK_>G3dj1Iv<~WEr#fdN;5|)OM@zzutZCsiQ2kN?G|e+LDjiFyl|r5Ji^-S*0vYS+yLi za#31TSB-@6(_xq>`+MpWl*XXonykCy$ApJyDdBIl@&@TadPsO+_-h>%K9sJ7{wGvh zzrmGIT|Ld6>2~ruM@@=aFEho6VfTo4`YP82hodjpqu#_&AEW!Wb{?8vLr}t8VtQ&@)pm?X-x4 z`X{eh#CP6~j2Y6cjjl%z>{z`mO=mX~y_VVk*xcZQ5)&Tcr(hy>@NL`7T_pPJI~211 z>f|V7;gJ}LC_e8@6*XOkPwQDJT6_+YbZ_1ucYPV~SAO1LoaySEhQE$}PGV0XiBx+y zQRem(6CL)SeY5P}nX}z9^(> zG)$hM70tjus({XHR*8C?%Z5k* z1eKtUh?SPAW$HK8k;Ak^ZKjo~6IQELssmQ3j*<@=eNw#^*4~LrYOvl!ekOZcSWtLM z6Xtoh)CnX>7JgGD32sX7DK4ycIs}<)1 zTF&R9XP0<~^hJBh*3xm*T~uTo9ZG9m$G-Aj;TGQz#oe7Aswt|08Y>#9vC0{`6LBJ9 z7k%uGG9S2EgS%)twF*q7sq}Z+;^wv2p9(wgd%x&kbbaa(9IMCZ+QDJ^TV0uYgv(M{ zil?7!Yx@?xHqT75_mW@n_ujY8*@%;f4X$A29CknBwyezp`+*Cy2(R@bGgkU6sKM8L2V|YJXG$MDzf&)KUDb)*>5zP%DMU#|v9b z5HzHoG)t`NN5Og0HsuM>LCF8Fs+_!t3o;H2T7lJ~Z z7CYQB)P^VNUaXxY^Vl5LC6LON!XoZvYe{Uci|O{hEuhf+N5tzc(ssfxp^lhs0!}BKpfAt`we;_%E6&mH<}970&+(p|=i@|VS5$GX3yas( zXXuFOi+{`o>V`y0q@CtNeU)xV1`ZyC0-@RZN+1hoVLx|_;ROAI4seM5uLL8+Z@x!1 z9*^-@txrS^#%p1j--B;C|4^JhWarz$<{ziH?JnNbo!&tWu~8gqNlu#suW&|a;;Hk* z`QF~7ZSIf3p}|X(;4U#o>2PsblMJR_RQzdF`_NslV2=CD6 z*=5b;%}9x?O9V}^L@iVrL-}ibtzN5<2+?rWR=d=VQw8Fkt#lf9)H&Q!mvLKl@{-j< z(YKG(ZCp=T<$6rdah)GZM0-N7AX$J|H%OKAWIbC~bTbFb$sDL*Z@T_>qSdzQMD~1b^HDk!B7gS0$F22rJKYRS`4-uRV^N9xcCKWcv-KGE zzcd!bJDAUf7Y8x`QX`0dCVH*>lF;rH69#B1WmbrmMTwtL;qF{&%H``g^VI*ZLc* z2u0{$MfY9ihITXOu|4Q-{Yss5uk%TBpO!oKB;FjP+iEG_RL5{#ZN_?xr470!YGAIK zqh_mK?sR*JR+^P&A596&B;Ok^I2EKm?VNXZI5R>sLoY&g%|j>IscEjuzDrI5&7xW+ zuNh3%xMmoQq%>v>jiHQYp);1oQ=Ivc&WGv+CPTD`PVWKLgdtjfM0YA2V zMT@aaEYq3$v+wCYn%nA@@@;cZ^wA|eP^W33eJGLAkC)eQRd8Qj)%V12UWlhDutazb zC*|w1|3x_@YCQuoq9|3CxmtxPQFcV*wB$9XWPE(JS_?mkvYts*O*4rp-(sd{#I^Jc z4o0X+D9>Zm{{a91|NlH$2UrzH*Pe6E%xt;$QUpb@B=%m3#u^P`V*SKkVn>ZFSYtt> zU<@iMDqzJZ*kbQpY>2%#M6vhSYwY@;#pHk9XJ(hZduQgJIpuwa0LTdw#6%GYxgj6K zib;Hb08YavSSDJ*O0j~mQmhuM#0p#}7K#OoWHFZ!1hd2@MqlU$C2+ggDaOEkIwB5= z1EK}S!U5r6zt}7Gh~FVqjD>w!PbyI|tc2OP4RXpjerqDPeL|DJ{j2izx~^VBx^c)j zsvg5d8e@1FrR;GFXBhYi{bosU(rv5$oFL7YT<*w@OvX*53eiseickkUDjXaWz45r{gR`J9M!|jTPi^2SED(Qln=e9mJt6R?Xhq>LTnxY% zh!zgq@P`=3mYvA+lxFhcH zFI~>FmWP?*YgrL0K@dz90Wgl&G*%?3_3E{FiI&cWm8DA$!;y$;48|H`@g(I`Kfo8% zWz_o@ahO+4#N6tc`6K+upH0LW#`iE9H_yzcSyHXcg z1FN9}8LB1U2dMS1KreyMawU62TXOm>P)uzBAGdSe3KOZdnnF{llj^`Y183m|J%fjg zi}Zw^(rflp2f_qIsZk?jA;L%4e(JJovRT93Q0)T;d;f(pYPom+dq0{Y$z|L$4}gPM zIsnbodtF17SKHy9-UcOAJ94Wq+5iD+q03q8M^9DPOAckmr-rRs1~TKXGEmCdj$ z{3A+>?d}CeCDJs^6=!Z%@#ZDmqAp>G*9LVFYnZ!?qN3P!8sldFM>_A;x-^!?QjBO_1|0-phCFHwe|H^p=N;`${plB459_m@Vl!4|p% zU0rwhE)#BXyU0jzH&7d4iD$fdRc`@jhx^e{ILa~Qpp3PG#;a>^4X*Pn=l&n-=nAB8 zyUgfkIOD{t-;7kc&hPD~n{bn_3zW023yd}V{C8tFeHq8O)^c5kvBoVpNc-q2T!k5G z8#&`$;a`{A8mLafTsi?KVLDZFU4=i@aAULe)Z4IqG~qv382WKuJWH3kid9qdu_^pR zEnpcsZ9VT!TNtD|!6KEx*1UjyV2$d-mhA)ijC$;ynRp&+NyoOm*w*h6h+K)V(MpEe zRGa?RLF$>_0Y%k+*0{l0Y#aPa+xhbr)PwzgW7a3()Ywh|2iss5XP!OYd*GcO!jUta zV%>SH$!e-fP+RFMkK22q(bu}kmRYLWTaiYj;aI@2Lz3D}yD5n+yqk7q{r)f5L5^j& zQC4#=qy=;!dp2u~*NlMm?qo`&l$Jn- zeBg?J2zZIVK_o=M7{(v}BG#^}nu1etqHs5T4|Q}c2;~YI3d40HNW>=mS2Fki}35~|(@Cqb}A+js3gkRJHk-`4| zL@bw2#1(ih-ijCS7M|ftyeHq{Gkgsn#cOyco+8&oWOoAqA&EFUa0U4UpG7I-us9_* zLZ;XP({MJ<;@sU_PNCJ<0dmPLVg*IRUS9Qnaf1$scsR;@Ckal7WcUsH;sQ7=Mq`G^ z6j#Ius;b({M7k%EX`5_gCK(;1!y?0F7!`zxvLF`tp5I#v5`Q zC(z3Xks&gJJv>SxMe$CL=KU7rYdJffV3;&s{tn~iM8Re*EuM~m;`xf3dF+=&d}BMa$^d#(381-{>2%%oSq01 zIm?f;*~5&!G8OmYA{tDU8E{VV;?tO^3~{)-a1Vs zsr}%^RsD?~VrIDVdd|x~p*qcjc`z4VnGtZnEG@mv=k&lxLZ|Ld!D(_Gc&g{eSJC3Rh zs-hb4+)tMuVlsUPHUC8|exn!0(N0+&Dln5R%Y6k1!*aa7^6&*^_-PdwfK}jE zW|Pjh2D$oygQju-+{3}(U>N+UeVG~0hf$m<=Bsz`hT$t~n6<6Kx`W*AeaRDQwZpYm zI8O3vY7D}6u9Gs=)gE*D6*Wp2Vfe%~S59&*kj-(KY>j?-I$CS^+Qn*vZLkmbCtMvk zqfVE-U0+)#bvxHMc|s@1Mwr{@H&;WP!*zF?j=){^arFStyVBJlPY<;g-&wuwd}@_( z)IG-tvVX8E*+KS7V_ZSx|4kXSuXz zmM&H%$z3~MtB!9Z*l(^PN=JN zg-)qBwc9!+kIUJR2nXa5<|5Or(o~#E(mJ?pJ=1$(9M_T`jI*$WMyOCDohxuAjIy?< z+i-{;!Bu(=&*8A~67JDI5X747Th>0$F-@JtPO_}o)twzLc*WbX?t%7DI|t@B3G0$7*)T`4ndwt5SDH_} zJIvhaQ(6vnFZ1#DQL^~gwyC6#8O<7X8cTpOstOLIiB!c%qHA&$RRssnUs%<`Aa zN8eH+9FwQzOnm{02^Ss`O&|?5P(Wj&F6T<@%@#!q^L>qnT3m*_O> zk=k4zPE#x%Cr4i;8a|2{o~p}nTS-2~VelLu$tF4z=8E%B4a$fx-i@8^|H+?eiC$xk z2A9zYocIpYCrzzJ;|-ZamEcciv;W2K_s~#(V^6^W*aN%aD-}nbaEIhrH#*8CtZ~Mf zCDaaxpcM0(_dY%ETM(U0u`V4eiX) z80X4578(8XZF2c|wZYy#omibjdo?%i$bs0#XyQ8@|B((}%U;G~c~f4NeLcT=s^dTA zE?wNUN>^oNa?R`~zs2reUg*s{+ry}C2Wm%mD%Q_lrWGv zsuI*R;;9SHwPPsQjG;1cN0s3`-QBz(4DnjcRQb?PN;J*)^a0ys@l%|_AFMpnKjrJW|UhPTcM@B2^{pHI5V&4 zBaVx6TzjU7R9?|x2xkRx79Wek7|WkTf|r>h&#(f%qnDT?xdJ`XWz|;r4=wGY>dOoR z=qq(bZ-7pARW*Wku;RO}htd$bqBp|&EI10$xjLF|J!?IuKdie_gxQt4QfCTdjox3~ zfHXQnXXrjWV5HM|>LEH~O*N28a=ohz4UOA!npqWsbUxKrH-t4%)ZXvvKt6VRS_S{1 z9oed=e+OCvnXdJaSLIXtu`^UQ3z%o!#bKb#uilDX#$#qZOW~$xlJO%h)!WR?W+@qf zrDZ8rU`4s!owG71gVO0XYl>T}Zq}+h;NUvUQv+ES&9UZKX)1%#)I&Jx-@&zA-G}?I z!gv5K-AaUuvFuIv#5ys_T&K?CZZp#;oXuo@;;lXUmAbF)DW|eNq1);)g=A0625K3+ z^O_F}pf0_YsW6820ve(2oT|0il=kY)S(+df8mU9PQwcPada2{E(eE(C(;-NMz4lS| z-c)ppXf4q#bLbMHmY5(Oh^^EW)`&p7#oE3WHegnH7KU?{eJTbshKR?^dt0+MY>yB4 z`ETMqx6j;<5D{$s2r&qL6CXGmjuOLRl-Lekp(IQeKH@u3nGU%^@SJ(vzTu8D!*x$x z&+9ehw|XgU&7zJfhW0@%m1geYweNw^6ve+Or`KKcM3x%+52ql+2r&k#`K(D#!AW}# z_lsDKoPl8~B1_wR(RmIQsWduDKZzg&*&Q-42)9~$#7Uhh9F80fCuyJ9Ct_f~=!Nqj z6363I%oH0Sof*JoF^uQ$#J=B@)$T`H$gx@n<3&;CS;Ofd%o1&IrL02pp&R?ajR-iOgxR;?1NL~mLx z^5auX5!=N#_)XSz5Ns0zpd>S{6yc1yT|C4g(9&2#&Z+D^(FFUdGwOnrE-E7o1B zDYc@X$fG)Ply))Ka@=*KpZQwEE~MhkrgncSscz{*p0ZhIY7sPpG9X$-s~EL}me6pu zn4G;_!uvaq{^XsXP0~661GpkN=Z8xvnLd~wWhLg^)p3+K2i;(mh*GI`72`B#i2$Fv zx}I*Juh=zZXNXWai3r_cxaJ)ENPc$C`fG0fzHADaXQg%4$YaBwSeWgi`9M`Sch$(8|%moxDFdy^I2ay zsLu-5*Xy<(#JOz;M`IM#P{R12_hfnZNQ$=iz+SH9X%I_sRLF>>81fkV*n9RvPUE5e znTo1EybtPwdcR94t(0x6Rj^E#r);#|@Z-L^H4$=Z%j_biRQSL}k8GFdcWCTYlZoX;N1d8~=! zu^}xLE5vHyJo_1ZS%Xi57%^T%i{*A3@=%0YskqmyY6@B~HN{(OouUrQM9#R46PFZ+OJ}Fkc*@H~iNU@s9V=IhF9oCcKKX zGK22mNwq*<#3Q01d+JqI^}%?A^>r^{@hAgCOXvV?IS0PMH=-M~z#DK&Jmhu#j4#Cz z93kSwRB@DJ&ERz$;@lWXgD?}SGya0E%=Gq&Qc!^TZwq`SlEok58_|7l!aCM1cVMe=jRsq5sJpR_E^v1Eix$&yIK%b-FmzN$ zAR8-#(XbL$!mk_*U?HTCZ*LiRLzs4kp?%E}WMESt+aINODKkuee~ z>Zx+C`H-XWZ+w9dRHPJC+p|L5WWQaZ4%1SVLh1Gam_p4}GmiN{V?Ttdu{1!3$_`d` zbi>yYQ8?!VsJQ=DS7lYu!?vKHbaPxH631XJbir2?fZmXe;Rg?mJEB3B`oBuosk#bf zzg~>*=`*dxcF+!*!e8iQs$JG7=1C=?6tub`+w}|Kd}dI#5}SS#H#Ml zopXJFT#GHU&Ny2!7GPplPMpd0ax&-4x=0@R*eg;Q zdzevd6ZzG9j?$4?yaOPTdBz8h^Jp=dvvE$g2*GI48{UctaJb1xeyhJ|FMPQkcj8K4 z2Ev%B4Ce14juwgH2>3CB9VR@1{uF~9+#QV0#$dcJZ_7*82poaGVSl%yE?#?Y*RR~& zbU7KKOUWDA@?tqzMHi8N80;==d)qFZ&9t!~JF}xJ%IH87v6PuZ@+M`S?z4)AcmLu& zy`{UxbIPH;&_O=wgI`PM+}|53umUM>6B^pryiG3of-~te5N_geMtH8m42or5^ho=& zdK<@aP{C@Gt*!gIye6OcB+L6ck+oPL7ReQeAN&Kci9Tpm%Z5IcRW9#kupA1}R7ilA zb`D*DK5_k=jMH#6?!kv*58Y)g6aby2!#nEW40%8`#)@VFl><}m&|9#d$|Lt$-^*sk zU5v;2yw@vn2o+JW2>PN(!aeLA$KW(PWXnct=RXdGuo#v=e`ct;p(2l30XtJ94WwVG z80+jVSQJLd0aOBdQh3(cVgoD!W4Q*dm!+VZ-pVufaW8iFVn0d8KHT?V1{V%n)B}8s z&oF`&#S69Bm<6+-9JSPsjnXt7WF$BJ~uj5txg~#a4 z?GCn){h>cx#*4U(z0|=8Ro>_g|Dl#VgWoV~tRTZ6jC1<0sy(!aK`P1H+tVk|G*_X= zT#cPom|Bk;{>3_muek=d*{jgO3f!H|GFz*qxP;;K%~W%>0B;ycI1e-Zj~FwtoN}<+ zNWhY+l$wsM?df>Q?}+Q5afKekVf6?eL8|crPH}#IpM@9d1AY0g>1P7`KL7v#|Nk_Z z2YeRA)5mXSXZQBXQ&S+6kWfMoy$9)4ngpZ>(t8OVq=N`3O#!7yD54Mn=^=oKh#*yp zQU&Qq???yVx$u8K-_P#e-E+_0-QMiXZ}u!D&?OTUW>YpgOb`QjR9DAZSR3nL4yzt| zWI7fH}9OzxXbE?+pWGB=k~`vXOG%iv-xqd88%NM4F7KTV;c1l!DRV%f~`AhySCq+DhL*`L&9?ru- zYomG{_)l%1u=yjk!wP(_eXxPqDWZ(&*oa7g1{%u1H}Va<63@g7cp~=8+i*gR@;!i` ztUKZ%^BkVT3%Dhf-=zpzYt%Hx8TF|Q#L6r5()dd~7h#e>;sL%iUK)v_oeDr4h9Cra zaE#0Wxia}h)y1A759DQr+CRuo(Ql8$QTU8{xkJo1^vr7H&a#?YP4Qdjjmij<`O^1T zEv9d%2_{?3aRvQAEwB})QyWZkn&B(ejQ2WPExB%m>*+&mhqYn$ASJ6D z*i8N6Z)FFuu^wrcq~cVPVsO7MiKVa`b)%Aew-@vPTB`~=C7d&Qp884^$62ZxdRS3a zV+QJNZWWrKvxfd~UzRJcDyT{-iMgM3Q@FBvhuL0utUK1Ns@~Qu!p*U%Ro8l1@$ zXVN04xmXE8{s60?J|x-aM180L1F!;A$ZU^OF(?LYu?;3dQJ5^wsmj<|#DZu4bAR9@v_9y9C!27DOt=+ z%JD9YR;A_FSV~?I4d8RE2lb%0nv0X1+Az-?i&a#0$QG<5&c##_qt#eNzSO|?c}rv) zV^@>azn&E$btXf0NleXRhR5Ft{AG1xo@NbmC0^8(-3cKXB9KXx2o&9+m zmbG*3GW$oYYnX2JiRc$Grud$OT?xM?d>GN5IT77U#+$43Y~5A3vaMJRABr{Lu}$^W z>mdX3$xX0{+rA=3u7h>ZUJTVaWp3G5Y=Ny%N|YA!;s2R#wNX21Cd`Ddn0T=%>w8i8 z%!>Y*Vxsgpy^C~-pDn+XUipg499i6X?ks?A>b1ELwpfecBz+BELs@Z@=EFRg4TZ#) zP*B8+Phk#y0$O|wLhSHePz!MulT(`Zn}|1bl6_M$o(PR4zf*$e;4D=F$4BMCuIi=x zsVa)CsWqMUWzc5!UeV?bJPNh3l=vm^+8Sy;A=~)Qs0V%EA*{ox#uO$iWQ9Gr9HtuI z!89WePBPMPnla6&D)PaX#+SxyqZyty2Z?ibG5IAHk`3*Gf#EpN?Cn0I7i^`Y@f8g> zhnwY{&c62S=O$ZcgYnVJ%$%}@z1d93a?D(S6=f=xmlb4+JrC#Nesf!7MS0sC6Rzs} z9$%U(aRqv11%A(LwO66XOY@bPEWgK3eVZ^HyUCOGy~v&B%*?Tflhb2n;8dJ~({UPB zwA0O<<}kZ&cwn~WxSac0XRpDvxCXs?9d?#=^-k2zFE}x1I}_!v_$#LRwqT;(ikop< zaIhRCi|7GzD;Cx%G97!$p7K$+m&~ryaU)-wLf7yu>G~QTk%#3Zf4V-69)D$WhB=EF za*I5Ne>3NppX7P`S&nrs-~~L7ckoB2d*B0gUjK_HV#mo+IuL9q%lhv6>KL`x}|-}4XD8bfAV+@~7IW%$@^BGc>@n1<_}s`!>2S;x{&_PReQ zFOKg}V`+yf?+l|P{D>-JUthG-le$tV_F+A!d|;g}87PX0xKuZ#Lin-TA5O6oX||gk zvtzO#MDmd~s!u(yxJ7|g~c21~I2_u5#z;jc?`^azzq1u>Zl;2>21f3*wXe4P&y za0`2%;e6dY92xpiv{Md`ab%dMN?`|@riyW091G*$b}=l5MX@Cn!6KL+`@3PfWBz2_ zh9%|!@!C=tpjefaCb~KJzTQ*4b#{!#A{5QnkHtz9i#eIfG?}kiQgZ}Uru)16OVsdv zY(`s0V5t})zY*VxTW}j3?rEsMIIVWutNge`|6`N0K&7}(=YLvhi|*s#%gDUI1L*`sz|q6%BJ!?IZ0?U(%cJs zVIRyE2cWUs2@Pb}ylgL2_r!ZpRaUc-;f2U;y$e6eA<)Yn51+t9aK%Kfzof$Ma~uJ0 zxs1J_HyqWUm?X3s4;~=a+a*OQ@inBvTAc#T=?+`dc^m*EGil=+$^Yy{<88qnV+=DE zP>hF1I0{C=3-rzz1^?l2_$ZSn_z^USW6SxYfXVScuEe2>(~!!(P^wheISe38+x(& zXbQ=&9uHzYI)MAI3+&~mXhj2{KV0D1(wN%NU>F45p!@&m0v)-Oq$4~gJ>Wj3&`9`C zT0Ck|YBG;pZdJ)F4lP&(%%;Ma7;85X%|-j*XKHM88>_i{-=7wFTmI&Z4b5;? z>J)5bKBd?G$NrC^Us2xh6gPq5sDWEj=cU?uos(p3;CEZbUtIp=Q?i)Y&b~cPype15 zKYXW^&AxDsXL%oZuDZZzcp=xo24=eMCpL4$$bkBGKADdrMJ^{@WQenH7XD`D%kAPE zYh(yqf_*}TcFHfUDS@Mb{{T5BsAETC8ET<&vYq$TbL?|&LvG? zf@k8K`2?Q8Zs(3z1uyB4)z7~aYKXDY#p9|y2^@Tg6> zF_GdGkGJ?w7@WUp&VPcGhgEe={ee!T66^^}Qbnpp`LHY%=KYFPlj>3r{h=yF?IPCs zp2AC!hb9IKQWO@V$|{=At3+@8Y8zJeT~s_@?>)A=MEcYIM(4!yZhjoB^6}AW_!TR| zJdh#Q<50O=4u_YxnKEd;DrOdzTj8F1tbT?PR;oQkM47+Ar{XtgE@z0n&_Y(Rx0&Mu zh2>^<63#UjnDfmF**eR^_I>+JRAv1$PLLDiyL!94=sd%!;c`~dxII?wU=2}2OjC75 zU2)1fZB_TJQQB^9H@5qVGwMBifEXkOi;ngXuCJ?_q3fz{aJN+}I5y%PQAKQzE+bN{ zGC~E{TUEqcs*2$eqg560#;qbosNu{LH^VAjsG6w8Z+n8OA!>`MsD?ydD@~H?> zM#YP%;UcQ2YU8$YXGTt=Iyjd~TXR|M*LTLzdi9&m8>mI`m>XZZT{*IpLyuB8oTJZs z9En?O~PH^%4oB^?KY zsSh<0**N~>fIrN7xK*`zpn6I{wc3Y?l5TxAHjjc06_F>9i?4av9RoX2YCe&UrkgxBBlR3Q{Og z0T*GB3j)ML=b-bwJf1nWe@47*SI9JZ3~%9feG`w#tz6&4AN8Mdqh6=4-~st|Jg?#j zr+{11O|bmJFUq^IDkMUptQ8h@-STYb-d-N1g-2AtvZRO&Nb&#JDrALSAx!1Pep@M_ z#2Nh0?62Giwq z_74YXx%G`z&ngwsKKum!G+$c(n6m@x&293k%pD9-nEX6&lH-?!k(7mTxV70&7SswG z1btXl=cWiOM%i(U?de9)|H3Wt7@or;am2hN9>NW__Os@F`9e5$HCX^+^8QP>eb$GW;6wWqsyo3(8Z+Ryzo7ArXx zo-@nH97j@S*mV-LJ+De20o=&{iJ6er^bcbPej_ZH(~qYUgct{4R&GL$U-_KgYD~adoabJE(r^^MHasfALSvCp2bLMl;R9G>>_!LI8f&=cLEsZJSOGpX&%j;d zj&YmIUE_hV)%4cqeiyg-$SHhc+=eH{Q|6p_Zag<0!E@sud|^C>+xQq>7_W@i#xukF zMPn}4k0z@*lgUO3!opkSQeZ&!4b;4=iA0+ykuVe%G_!KDRL)1Qb({m9Kj=a6nk?P;dwnzJN1U1nXHt(pfVlB zPLPi}z%ERn)2g)IhFNJVw&C~M8aA@m_Bi3xhilHyq9^9`6@o!xx{QL{-0xjuqqt`b zP!C|G(G}8-O-u?5fPqjMC-K`jV0;ZnjA~+~dDb{@`~sJay>QXEV5H$chKD!ym%w}5 zuULcLFg#B49p7h*xdiu(2+T`1*bs?tYm48y_r4=JQpUnNm@!U za@Naqc_uS^-;~)-@b5P|7(r|b1B?SOh;6wmJTTT$D_CWu8Q(L_;CtR`!nw>3Ml##v zTB9SZH#RU6#5!Z0(HS-v>C9$hpS*>y%)+9Mm>_>vK7B-{Q5qG3#&};9fB_-_^21lu zRrC<~pgwDsIyj7SLQY7^e8#`bu@nb!&_Pt?=Z?#KdXKowRkImRFZN4aIp6oriHBPF z8GS~6s}_!?2{fDD_Lv_$7P5wFz}o})iuE$r1M@?HO!7k`^hzS+68ntVa77G8;LmkR9cET#q5W7Nc}$ z8P;p?L+P#Etj4as)$HR|-58|}oXgNr3#jRLG_mi7hY4no4Mp+5q3O|n>!;|gzR}@Dw1{fwOA9AkO|4`rIg1^r zE?~Jg8=QSAO{I-G!q=V>d>>}n*Yx)m)7|Iq&&ld5KIgrQl@9CfF|E~A z>kroV%V7s145XRjlF>k3HU`sS@zl7-TJVy30iO07r3%6%Q3;Zu3N+!YsHoAxsA$YF zCcsUj5%ay#ASy{pX@oDijVKfW1mqGi{ck@yqqUqVL!Eu=Wzy{F$RiZ;)*edHYxywtnisCj@!+D#Awxk zV|s|%Ks4o|j-0RW#*WYd5~vgB?>#cTP9-wUuAIkrfv%ak{RLJ|cW@XKF^54{`WO~4 zDIBLx&~e*~lRHE`6~h^EHmt9*VQK2Fv!O?68m6n06RJz6+`O0kh)MudIx`0mAUUKSQSIoB&RVZW}WR%!G73> z8IT$22XQ+9uTn2_IKJgE{YxY82@S`O@Rn}@eNO-B%r!uDP}R)*lJprr@g%B&9wVFv zm@VjiCGk8!QTBje&=OxQoJ@tWVW7<%P zJMT`yV!|GaImi=wx{B3HwCd#=89lZJZu-hW!d|w5BPX- z&aUT$+EF5oRNYhs%84~7n)RZKMO0^hG1o*B7ppSZp9axD9@7n~3O=&Ot66FQrKt*7 z&>2Hj`Kf~bpQ!_T&bsL3cOLVoG3K6xq8 zO8>cQ`$+!QtY1B}*(&qs`?!); zF|C8EXl>X#r#T<_A?82T%xZ>d}tKopGuZwYK9`G!@VeIuvP}TKa*`SVvfcUWBD` zsl4xd0T1}Dyxf5_Cq`b%Mw%gvr2qyvvySC#BaE%>Fh*pOz>0r_TZjr#(f{QXLHC5X z55HSm%{y>FJ`m42k9{WYird0lS^IwuI@jeX>$dkLT0XG0SeL|kvBSI%9*dm|;)u+t zVpUXNshPsMZHK5~)i(D)q}fdF0gnstu5%eKvx2_`x8St+KL7v#|Nlgp2VhR;_s8!! z=NWgrD+!6v5;1>POHs6_QPe6etq4lYioLa{R-}l%#R^rcu~*EhEmA9XW5-NX?a`M1 zxryKJpHI$npL^eX-+S*f&iS6_y$5?_7Np55^Z@>Z`*2jAkPqMiT%#@4dHE1B$+a^w zLq3I@@`n7Ap20H+3R|FuSU<^2u!&aFAMgicux+3Xw4T{YSKu-q$$%8fwcIl@Ah))O zHd6{smoxeLU33X%$SwRG7yid7`dP1)H{d3mpgV8}w$cTdBA3u9m_cdKNv6TE98R&N z!SBpTKI=BzVs0}dEcgDd{itt2KWD8@)_dgzx(}D=63umv^V_=o1rKt_q(^Xvp1{BG zoHqE|I$f+ilq8enZu(yDp{sBe_HlWg%kla;Z!=-F9Ah0N_kPX2ci?2sQ=X)gv|YN- zF+(TIO!x~{SefAR7d(P{bc5S@ogAevL8812mzc|Mp3>zSbDh8U1{|VfxmLR0oklmg zJWjc9mLVU*v7CF()3898@!_a5b(b@P85(huL%9zqtqfWIh7r%@W+;O}*> z9b?_*r_OERbjpG(IFnOmGg&!yj?VFsyKmShWj;HQ29WI&;Wm5^dn*4@p*^AU|aa_!V%AQm5hT3C<8sXl1o}$7h9ytR;nmfO} zy_tIHEp*1W)b}hX#`lgct2_D<>4LqGhWQqfTYl$DqFQ!F6GOkL-bf0 zN1xdxd<*P__HugyO`vFd0J*fc2hkuJNd2iF*>)>xMT^vY)r=OZyH+zwQq{cotrylp z?+F!4?-}o6F|!jam9Y@6FJdUI)~*{+`5hz(NGa|(>o4U>z}lTCX3M!2a-l{ zIT{?YXf#Y^{LW061?6ZK>=9)sSxkW`P>j;Ve3%b)@L#I{#86S_K@G7OY?Z~J7&OGj z_^WJ+L#Y(Fw7?OxT%43ssT=O4UCtM<7F$6pNKxNe?O`7t!p<;H))b!!x7BX44dAwD zE8Mmi$lmBCw&B)$UzgAs*avzsz2DF)$6PXS55|B?GY^Orcvd%oqq?F@#3s-LZqZ)d z81C!#5GOl9XK>BsmfDT&p*?(URhB>EVcJPcsSK2WqR@c~z)va+%Af=PNCONitpdP9#gSc2`WQ9boUA~KBz3-LLYb`Kb9ab1Rw$f;8Kd*V?GGsb4p-d zeufzAWcJ0XkST769{fEc(PK5{H$Fy{p$GQBCDf3|O+zRs>qC8*f}g-yYNN(t8r9*e z%kp@x%}<*^?{M!{gzkJrZ>$0V)e~<}BWMH-!7XQEBYw^X;6A5orm6_3vYZGP0Ov%u z(Lhed8e$!sGk(Ca@(5kVED}%0KFue#V0l^toyz@xx8*@sd<>OC-?eL!pJ`lEUDwsjsx%XoPf&O$Psg>iB}?WY5@gIo{nmS0)>$@S_3 zt#R7*q}h-=)BcqPzJ}NEkNSpof!ACJNw5fN(n9zN7Uz)6fNW$op{3A>(yY3)m_Hk@ z=D=Yw3p|cHTe@12{0^f{uUrS~AzW^RjnKpYNbQ83ume7q2jCz?$wT0B7*gT1e8iso zKC}+W;OKiCe}&yfAvIf6fc)xjZ#or`v#~ME#k=&894$scs5MFCQKNa*niL1)m;_iP z#`B%OP&0YV+|_Pt?iM8}O6?G%L~q#w7OHye#TVfMd|?bVJ~2MQ=1zBIiEMd~()Bfc zU*F=`xJLJ}+}L*&ewJOW9aPqt#S!re{3!d&M0#i*hFKI(-D$b17WsI6KE)oC7_ z5;dr_xq{m!6^=j$c?6cgGWd*EKnqHSR+LwErf@mh>`t3uGfXr$!xnIBg|*uPhhPdF z;5Ir4Zp$2mROcl;lCQWQvYcbGjrM!j$;Eo8v(kD3m*o?_Yd$+7i(4r}NnEM+?m<$XKAWjosd+6LSBo{{pLa-U`stO6~Y(=u4(w4qfz z!!uPyIaq#6JK1Zjqwz*93dTN0eK>E#8j)BZVvUyYCEPX&KoWMA>y1rDGxlIRj3I2r ztp~;fO&IP8feMQ}MEK+1QNf z_}F-CJTY$4-vnR)Ao71B{j1ei$74a+&njm&7ils^^w0yvVDUGO*EY>$TdGr_lrh&> zVN{i&^0KiP_QF(}L#eEsj&S>4HJ0Ob;|Pz5N>~ej6h)v248hhi3bv^>kb*n0kZ}Fv zub83MTa%^hIgesD_`y7fJ)yB!X&#c_flDxr1(z-MkC4lloc(FAReY{ya2#=QM`Kya ztv}WW#B83;6QPm{rv#YDV|Og%p>dF(CO`o`zEVu!y1Q49_rhp_ejzW&K2TSj!7~`k zdU7izm=2x6Z)A*|uJW;`8;f355Vp&0FcJH3G%14{jJ3u(s zbQayEVPQL+k|BMZ>AHiHsE^WAJyo}H+Bws7QGc{ES+{b=>&?EFy1DlHqeB)u`9prE z8KE1feefbXuP&`;(!rp3Tls|kffB@NtCal8*4_lWf&5rDk`=v+u|eK}@|O1yP7OJN zE@=q9d2+st2`}Q?8}g}h3V)X0m@DOJ%;g93EPmy<@8>d09>Ijr_3{`V!_NY1ahU4yx7vv=9+a2+1DH(({!LvOJ%W3OYpWq$}8sRj(k+K|g6eL==*x4&ND zckmpCv5f$ifAA%G{iA>g$*n)fUgACu0+(zY4DsAMg(*dx$cg^*-}L8nC_)i51LiW7 zX)erz?!JnY$X?pzwXQ&OKze^-AMgn!K@AFc>(N8w2){0*{&~8SGgDstuY!m ziFG1W?-oUMg4Ger>2COeuE88AFw^YkT*a%nSB`d?1!b~oOO-b;CU}UIXoX{Q6@rDO zjU~-!ea}A!dQorx7WhNC@uU~^VZX2s_A^uH2>Xl|%8gm;#AM!^1Yzd;vNB%No#}1J1FOtJ9QXZZY51N>!!7%XsLe6hE9*iv zsLK8H$Xc(PI+=MF`#ua_N+0NIy0dQ@O{3m+U;A2~Z|SM(YyasTPA;+ehEofph*1F7 z8H`<+1}YY+nYu$ zR9$e(2s`u)Hhu>GPzz`QujmU{lcN)J)#7_W&7r>RqXXdN&`<`kA}WY}s6c-9CuONM{jT~_ zlK7TdU@0gKBWVP+vC2YWXR_SpTymbuyUyS8nS2r^fhVxjneFZ4ck{n2*8G2R-kd>S=KT+T zE=pl3EbDJA%A!kYEbeb9>Z&jt;F%Z*!oV9M#Jj4m&)xcQygUczU^ShCFHul^_9n$GYoAQ;tY?d&ROc>-=lXkpNI7JPjp5*oAaxX zuFj?c!3yyZmg;-(j{iB^^&U#(WlY4ctK1=JgniTDM zj=ei{j9wcooO;1c^-`*&%lQ&$Y0yaej(X);u9^lu4f#HASI&Oh>;2xwG*0=wp@CSd zz4et2U^Kb%FK(5fr6NT5sO>xkQ(gV*KE35V|50dl^3jkicP5P6m0c3r5n;xWazfCr+arVjmQshaLN73aN&daHFH|NXa z-gr5h%SZNhblHrD?6n*xUGti`F|)Hb8KY#BOvY81j2nZ&T!qTa(hX#`{t4^K`f>^W zKUefLJ=ud2je2S)38(reWYqKVPi0f2k{F7 z;(g38E8|MlPh^@Ocw34#?92ZnTB)Z_XWGEp^QLlVcm>aI9C6|~-`EPJ?+I#cLx%9i+DMs`06qfESD*?9*FeS-r#9VT{sSFbN8VrhSfEx@u~wf1iFBxzxEv41w0lx5d#?8@+8=1m z9(|)~O`W`*yk2gFD01x96irb%ytJB8OA6T0e3sANs0Mr6(_vN9-snA`_N$H*LnZ7Y zc5|xiZA!PTbJoW^%ThzPSOo%==xbGp=2#V|0*$p=t4~!4isTtrh*eCCRa5o$6rcjE zfUqbj#(Hf689BVh*Z9KZ7!t&FdCGZ;+43nq!N+V*@veM=zxp2GMY+>?h^2#$;|p&p ztGD0ZjLLFOTQe08;~{)IJdHKrbU91TWNqhKt|~l=zheQji%h|6dp(Alds*qd(o1oE zo(RscCo+?9QjW#&I2?nE^h8{x3(LK_x~wA?V;!F3>3R_^!W%jXvpfeq7wx0)!1U=< z&eaaH?r&zt&@$aZ4~8M|FTTPQ)g5BtB3|MMau@IOwlf^YldS7oh<Fu30~+DPzftUaOvP43BeW&=b<}JYK^`_yRp@6nxLb zy}_ixo@{+nWQ%%cxJ*@@Xg%cTynP6{5iLta`ufT>#s#>`qc#pEh?ycqH&os5YqUKT z!BqdiUi<*kS)*2la-6A6GYZ2bqcVnayvhf&A>J5e*f7c%34`GT4(05&Eq=r0H-?)( z-R8F)YCJPW7~dOl#xuBY)Ff?{4XW#F>?;{G&Rik~nJt`Xr?Hccx9q-h3qG}X<49SZ z{q47MC%QhjA0M6L&Go!j?5#LJmNK_uX)}}SeYx*k`p89cv0NgT%5*%1!M>Atf;q`q z+>^l5Kr^SgGu8SKFPRBynq5o;V_8+m4E3aYzj9(_K&Qea?>fjUyV53zrT+4FIzd^m zj8>B0*~qi)1-yU<`l_>HVQUA_I(2$hxRkh9xKc7B&XIu~(kc-znh zInS7agE(&Vl_6$C;Aviuld6lzO0u3DW{<MTPenb^hE+_os41of zO0tG&B>LMAtqh&6-F4{4@IZoiMo;u@{lJlEih%goep?(2G!O$+NsLu-RyS)WCCW>1 z5jM!&weoA^6_r#lhA_oNX))JR0KYcBR0XlMiolNk#p->m!t@tQ*^_n`-9<&#uZgM) z`&74<#5rmuj1?pOmGO+ZTn!U7onKWA940=(qpBX(!(yCKj<*g78S)jjXF6gG9u{4( zD<0+YYwVW80jC8vw!Xx?d0S(qGt+WE`^75n>5KjGuGlW?uxc8Naab49sS%Wr)36a# zmp$|q@2SXqb~*pRJeLbb+c(17*`xg><>EXe{a@InWwd=K^0Fuw_O19<3=aK4v@CSP zyl#G3C|M+M2B;b&OMMA2$k18bR{ zR7@U$cAR%ir*^U}Z;!z$8ZBL|m?*EnRTyb4VBK<*vLTs!rI(%}|NDE(W^#M!aL)SEOwM%vFelQxI-Mg>PacDtI6Ads zO_<_@b567cinCr!fey4ub)`u8(mBH_u{-tmAM>`cU3ItvhR|QCn>~hl`Sy4+V3qS6 z?#LUKpbaYuf7jQ1JrVPZJ^ z&6)0S7@*xeSI}^-KjYkXAVi7&kgK2%%f8ST`oREZAl#C}VHmjA42Or(&6A(vH{jAk zJm#qWCti|4)=+VmbJABh5>Wle(~s|CIAP?G&uI^xf=uIvanV54&}gZeaV8N)W5a5M zWn!`!@1)3Wa;kX^Kh4uU=nhWw)ek!&=jWe;b36lamG6?MtGluabH{H-Jngi_ed4gF zs=vmntl_)yXs)I|(QoPLfsT03NfTYLg6@o|yiKxVSplpx!tj7`*tjQV;1wf{b;1_- zSDZ7}v(MZPmyDh8g}7uaXYYN_$b@I?6JNj+{EJ>1ck!ihncwao<2f2=Sgg_zVVJ5# zAJLC$E`&pIJO;gtqcp}lGsLjxtGm_$bLj)RxNRscE0{cCrVP zJ04Dkjgmt`E^Q|K%|D^+pCy!_snwek@K{gE-c`79(+_{sH5) zu!rg=JTu$sDBTBLu83w_>&;rW9|jc|gt>IJhI)sJ53qt$4J+pB$?B^H_EN>LICfN( zL>Pu)KBj^gWq+pL75T8dl9<;+Siz%(bl+Dzk}tsymaIm@lowr(734{D>N_cUVxfpr zNj%q$rJJWNN7quYnCJvC&=Dd2#j9l4rf#cWf%H6k z1|7BMl4I4-$Dx5WRo{SZ@(g9rDfx#kB3hdHxRvr@XLG;rZG0Q&`l^U#D%xyk24hi< z7{S=v)7tLgX{Z{D3T7)6Z-?Of$~|5|1)-nSbQRNw@2Cjz3~tB@s))EA5`>PpqMw1A z!9Hc4z#40poTc4g1edTsIm152^)m;crhKTjgZtarcDSWdbJlUUK!%ExX=v#H%FugjVMGEGgTw>gx1{L+TL6_D~r^`_wup?1}SCr#%oyarCSbR*MpB?JS)H%*aYU_Y&;G@oU2?lrjzRvH`0CMAfDx| zyOOg>W{bb!UwCcgK8HdA6T`G$67Mxt`Oyzw!v6sP0RR6?c?EnFSJ(cLd+*HbZZ<~H z5G=txSn&pz;#RCcu|V1qG{vDv(BkeAD5bo`-3ij-P~6>$6)1!N-igV!(z zy2*Wyg;{dfC80P(Ln$bo*2+RZ_))H2jMwG*&KOJo!Qb#OF2gh2fp_6_*ntP36@5+Z zsWX+}E;JjJT7`j>NXw`$mf{-t1XsXYY>Y@5)H!-Zb?E?9r+soa`(YFwfH8QSE7142 z87@&Pyus`F3p|4*aVBiTKzlImhTX8kJ`I+>3d6XQx(S`sEN*Q*f&S(a9-_bDZ&<-6 z@gzQglQ@@eU^3sv+xPQWgE5#N z%Sa5C#yE`iJCN!AWDP=nfNwuaB zYX~n__2fC{#@y)kQPMA0L*?p*_Ee6>Vpt7N^CZfyC(&iDg|+ZGub?LQ84a-!&Z5aw z18d-T@|oY*9dX&TardTYDu=fDle(av;d6WrC+P*;!V7dn-7_B`1wYAnpWz#Lhc;T$ zf+(v>A^h(v6`mN49?Gn8aB1zuNcLi7Re>{NG*zNV?94ea7yei1!AzJ; zEuaV$x0id9tSR23)+4;iPw|$Of@|;;6sP?>g)UiN<3SUus@X-Jx`~VQe0?38J9G3by_K&@G+e`-yo;~nb=)P}-MmQe z=eu|V_wY@0kKVxza>Z?Y#;^DzzQViw0$<=ioPvrhvME%BsR-MqOva`lWm7JbS!pul zSMH}SEP;mt$WLB@kMd>FCUZ!*Qz9^jQ_$z(FjLZ(-zn=0;M`8QaZ%XGX`)PS6Uw1n z#@U>ul2g-{OZK{l#DuFXT zt;d_}a6?mC`O%M+xEM9&a#WGBVMXajd&-5ys2EjM^)f?E0m@G;)TQ7rX<9%GRj1Qt zlBy*U+%OG!ts|;4LHb_wwbhFrI`O`K)>}1@T>NOgQ-f%juaoDa=V*X|oPesdRM-TV zEcG_O)U4q!7rujXFhe4vJp@QyuLcw8AWg^fI7M)MK#clph0#H8g18AdFV6hsp;l~eao&W(O8KFE4S@5?)w9#3RR&| zYQOoC4x6f!sH)K!bHmi31>Ta9V_hkSRGC#&N2-4UK7kQ9P4e?wd7hInA9jQScoPQ@fo8$ktrpq60?6J~~B2$wSxF-S()5(42kmeH3?Bc6}D zofv*$`FS)hwG@0w*`;=um%O@(-{4j_g!`}=XiN|5u^lhO!%nQBfNH`8IfM_tgfhYc zpQtA$NuAG3pRg=FfyUGio=TO!FU*utWx|~JhI-H%UXu3omP00a1|x91`ihcav1&vI z;UF}niP)EtuqK}oURs6c;2d1i|G{p2(8{a#N^PpD@4#W4!gpZ?x3U(gk#-%Go9e2% zDw0CbMN@7rH8)CIm{A3A7+dII1lv+E{FI%exRaHWO0j!pZB<)Eb1+t-3iP=~M_>i2 zM+I=LTBo+DVp7kha#1WS7|UDKc%HPsBp-`(QUeevvV?6+Ssew2UpX-0AkLqp>z}~8jXOM8{AWTq$agd;=H5mJ= z$<91HqdJ($c;4z@D)TjUT`k6|YJ>BGDZ>}kWmTRR;6ilUU+SbP$3yU6?KLx0A_j3H z+T2fllI)H&NuD9pMe_Z#)K500qA5tHDLQkn5CI}jO`r#k;6@5&{%NTCZ zL(>YII7R6ibmBd_o_8l53G1ZEUO^WFtLXbyDcvP_NoYHNnDZqq@P*J9c9;ogjpM+9 z@o*wd!?-Q4Xb_jlrwjjor*4~r(7;SG?Kn{#H*0lmdTC~J4=QT*@t1g%)9abS>lsz3 znXaa*{njQ`$K>Z3I70}w16@>^RJc+YEb~^Jvr!SwpUoE)W)8;Gk4yls13HKEYsUG1sb<@2t1$?FSXuBJ|Nv_5Kz$5XNn!&X~UR(Uae-(1r9-W9ydoQg2=U+WUi( zsH!@1)fmapb?Pr`GUnv#C%w`%B@R@>~iJ;l5q$#P0%$rF;rXE@a4cY?UG zZ&b!FoZK?oAzafJ!Xez+wx)#Af+AH$`pJ`(%F6Kw za)QU(xu}L@ZD~8d$)Q3hgrZa^E%t5mInYGShe)VME$|$ri2iPuo-?px6jY@xD!v8d*3d)vVuN{w`D$htKFh3f1`ZnDqMyl>V(?G z-%}}??`@^xOmBO+ub#AK zCdO>{htp@2S6`^oDq2;yD|kGV!+0sTozB+e5r!>lYM5dw6Gf}ca%N^hcB(2|HpH&1 zDy!_&(IB)peQ-3yVmkKIPx__$9t+VfH~@*53}KuME-rH<&%%y$4BApEx57~>QFL(> zPUM}O0MFqCyc9isj{bpH&|g{y8X}c=IE=-8w2@OWOchjm}`m0k|FdUqw#NnL5 z4FABR;%J7d`>>9V;0#_zNAVuq7pA%oCvXuzf+hR_9>96rL8oxFdI{6b6?B!ltJn|I zQgsEN%HCD!pGyA>-oak|l-T&FkSf6~bttC81d~qsWGj{{Q8+f{Ea;+inxf4uO1+@C zs63)=f8Z#rs;bG@uc+qMFwxPYX)IM0kK$_BRaSMZjs-pAXd=~={Yj#1Cy;w=f++9- zG>pE);qtD08ty7rd*?D$h*4%7W{`T6q@qnmKA@&K&#c9` z1Sgo^a5J{_+%ns+x75%+Jec>Oi($MM_lh1Fz^BBeoyJqxOP|6z)=D0t&*Lb)mIv#z z_!kZp9qpd~3!f8Rb{^O88u4uIyS;ph5Az*7#CydkDtL)oo#)~juk!)D!aB{zc%i8AZKB5K z=^LVpmTT7w-o}G`kblwREw{gozw7%blAD-prRaZ=QL2HZd?t_j){}win#rDQ)XsRl zWxQ4Bx>=(B^p0^#TJfPLos&*g-viZ$I#@5%bM;CMAXmQ*pj6SWFP#*XqPhnUq9KA_ zzQJNVmFFjk%K=t)-$vDhmWgAGand=JL^l`l_Eg2Fx2dPH(k9Ot(Q^}NwpGzOVoC=) zMypgLdMeN7h4oyVZLBp;Ulc_?PgvoMnujN>Z0vH;QRV30aEEt2w&B)1&|ZscvAZ~z zZfWkNGq1znrPlW4wdPlR?W~exvAhApb%M-hGA8nIna4RigQxSKvOSYFv!`(xpT>#$ z5?;mKJQ>w~D;yY|2QT3h7$JdGOD zDUCjHDh9)JdQr)e0LZA&pv&I<{lit9nrfP=!=AhpZ#tQg9=3_@dxK7q`>`MNhJ27gCx~+C4~HO8oIp2;>iV!q)c*?n9*0S7j-`DP zhb=|=$X0~Z!58-HC z!u*6sJQFdTSE(}M5OSy^+|KrzG8iAwm-<>!I+#mAE9wf{@H^;&0ixtXu@_#2Wx6=G z6xGBK24%ntK8TiD-&GvdXZ#KODMGoLXebVa1R4Zod8*udRt%wY^pGFpbI&pCqG$6_ zoW(h;WISyr<3)Qk@5fQ1(_(zP(;}=d7t_Tht`b)UIgWs zsSW-|p8a8&gZ09xn;;JFi@vW;b@hI^ul?#I#PDf21G&^nJPQqY71k9`u@7%b8^KHH z790^SIweu6Nr_)F5>I7xddz?YDLp2d%$NzIsRTufrwfqh=*N7Vp8Ud}`8a|CWt)pC z@)To@gtPDTXFIMfqN|}DP{5n}Griw;3Fju*{PO`iB{h=*2CUf4d_Z$Y4{ z4LRvAIa&|Cpyi@s_roy=lQ^v>S$~ff(0$&51#v4chAR9u?za!%Ew}|q^2ArsT)rXu(JvZBwqD~x% zHEE2hDi!dNofRumXLi?qs>(5UwIC8BajYs!BTavupo>yNZYd1QZWWWW8ts*7!OUc4fcWR zG!H{X$Nof1;3JRZhT?D!!SCu%@$CnJco|>9Bm79Grj6pG{6dT>LUs9$&Mj~?_fhLB z{0d9z`q&;{n&VVVb;Rv@DL)jQ)JLtML%5u7LL#rAopgdus9VbYruX;(Qs^yxqEC>D zsd$ku@EdS-;Um0Guc3?hxEgA8nzvq!tMM1fg0qsBf2%W4SA6#`a%`k^9xjQdnH5Kl{RkudpUJPFnKBbM@&E&5mB;LJ&${Mp;+t)88p-JU^VyF5RI zjnAEse_;OiIgSTr5+xj}Kah-5?&`5gg@5^@jQK4;=6keLP1KL!GTy=+d_ki1itxb| za_{$<%f|c$U(kE_TgI0HkLd=#gXeTp6y+wqM7!x*Y_HwwIt=saU&xK3aB79W!f)`a zjO-%BipsbuBUsJz^+~#cH*lda&w0@g&!B;G7Tr4OVmIZ2X|TnaqZ)hXcx%e`zPW08 zm=Fr3iuOr;ng0}3ag7h@wZiqc@eU^GTj(O0Z{Z%khWmLRH}QVf0f*RC2ChCx(%n6| z^-1%)FlVs7Vs7FVz9P&wQ_s{tS$EPj!~@)+ABn1bi2L;DfQNigud-I^W%`6vp{iEA zK9$CrOW3VTr|_O0R8wmJ6*eBv44NeSt0}Wo z6u)YT>u9jW@BuKU*kp!Q33uq{EQ2t1usw`^Gd&gZF+;cfS0kjm7V-# zD2vfjvmJCWQd#IH8$+p({@%$-5mNucX{`B@a$qx0VQfu9j8U!iUnZH_V+TAy?d#F$bxK9|kB5vk#*qch@Jl><+wV>wI)TuA7 zpt4k#EEtaI17dWRwA$~kTt-qTy6z&Ka77<%4w)br3PVxo&JUe1U#b@za_-wVs6_B% zUBnk+=0RUL0*;(t6F)&^7%EL;HK{$7p%RRP2@sCcAg{38IQS^;=QU1&$>M&e!xR`O zb)+*b#2#k3Wb%1fgHve{KY{Cb4X@E-a{cmKOojX=5DRlKmgEqO=4zZ7m*_kgWtYGb z*o~I*a*m@?cukd((NCusE7eN zojhq5t^*q2BvWoRNgo!k)e&89;_e@i937*hWNTSt?P>NkdO&-{vz*fIs##y0ZjHor zW`-Ik4tNZX!EyLHV4K>hURaZzBg>WCZe$-Oxb`t5<#0<+kgskKDP4r*#Wr>a(8d`1cQlKP{IAMvam!H?BxXR7%} zC1G9u1zo%qh24nVy12^Bz>R7$PQt7l&J(a#Uc@lHfgn0L4RMc5eMJN?voDlX|cpY%TF zgVqgp)#o{Vhwtz|_`i6}fAa%Qc6Nz3+Hd`XC&WQ~z>jJ8@LxQ0K1gMMqf>Ev&?if5 zhPWX`A>x4)y-9OqZ}`6RR`kXz{lJ^*E$Ydxva4XqDPFOaFI>e2WmJBu;VEdsRb@{$ z=|d%on%kAs1^+f*4|}h#oB7!umcd;?%1IaeeeD^Z1iNtNf|<7jj>uLuUD?3Ao_xW# zc(YY6_yRu>26X-04ek-V$C~L~VSVqthc5173-1rkK`!ncD~#acqO?T4LL6wipk(}! zbLx%Wr_N#=Zbq1L9ATd5*Yuj+QL4D@A%ZPxZrV!hJ+&0;@QSnus>k*I8%qFoK#9MN zIL3@b50Au=I3f+}twSoBXX8-u4a2bSA*TP;8^pJY|4)x3w*L~Rir>T$V z=45eVW7%!_v>Vy0u^BhzU-4IT*U5T{D%&dCXzl(xwH@6xn%$UUcHo_m+`Q3yI53Ak z=G)*)q}l$q&hvmTojdj|-*Ed`P$LsXHSB0R(hgARm7#ndA7xNJ%4vGql~r#$D`lnQ z=D11c9;1+EIJKzh2{uqf6?tD(mY_z3Gv<=nSSo!G2ExPiEoD|5!6UWG8uA=nWye^mW>$ zXWKLE?Rv2HNAE?730Of%^fW`&fHf3k{}8aplk9mN^1YrP&{uD#;`UDA_hGt%y^FR| zyk2VGA{YMy00960Y*}}FPuKfD&vWLz_cN2oGHR7lwTanMyR}zQtEkvi%_voSRgK!4 z7_qk?_NY-aXq74=wpdjo3BTv2{r>mM`*ogs?)cn$?mf?VzfW%90eKU5%d6PKnQcZp zhvm4eHqN<;ho##NkzHjD%2CeY=&R0(oae$`$PCQDN5MBT6JMG%Uj{yQ_Q*Z*8qPL< z;-9!nx^_3&?#^0y2`^z&=OXShH^W{_?iUKVhY+dqS`o^_7e~ z#VtS2rE;p`o`RN-XICAvZ8eKRPvWn53SW7DmM5^SIf4^p1LHU^vh|XAOWZWHaTX4Wc^p-{KPSgQ@@(;e`r@OdtX3!)o#!|sHc&T_FrRJI!6 zV^t4b)F#xVc3xdjlSM6z3;P5=CalsKP7=11bM$Q7Z8f(7R#Rtru#T8&dYFlUC{fa< z?Nt2+lAV`uRiD+n^-SwN3~|N^0bXXJa6M0C+j)a;Sf)SR2XC3g}ZQ0zJM3-H&hE>rz?ow z;I?PN#7d-*nDHnSNw;}+~J+sXFcb+{J6G?cIO3S5TO z%coc5*3{SnvAALf>PhP%D#_8v?klrjV4Aen@F za5oN=WzAmvEc75AB5c7e{BwL1@sIOLK9UQAg>xo2>z$oN*E;ud%#WB8u_2f$&&#u= zss|6qk8sY))Y8NNtmEm2{qVD3f4pE-_tewe9)(hl#1C{QY=>>BC5dP~$ZChz-TawcQbTx7xx{Zu}bZy;KQ2@A`K zKBke1#=)LU$b?7MEB?ED0-EScfeeD85xD0ae5Rl9*ZeJH@^_M>Wdr){s^U{I-%K}E?R<6sk3lKuf<0s% z(FbbTcTJqgz*q9M9A}RNi=Whmc^}nXwNP!;Y?uvm;Gno=j=^y_k%g0R3eJ#!SLE|y z9+V}2o(FDk9+cw?sP~6h0!!hB_){!`olr~;;`zxhqXVs^mvT_Pz(x!u|LiC?lYef( zA8>)kCs*p}{yA7up47!dy4X!aX4?svfZOf$=pxC}LzF;2ou;_r50(=&2T3rFg6=#Y^&1ktF_Rcb>;i5syy0yidW?nS;4r~Z4++7jhJ6f!X(cmEM>3M z*{MGzmm9_LdLq6PMSZ(OdmL`Xuu{;6Jz!r!3Er1|%htd#h!sO|0ZWD|a2@)S$2Eq2 ztOtx|C!q(s!k)73@RSW?xp_Ke(!OwrmB1aWH|%A@pfc`bZ{z`Xm>psx;2^bOFc^IWQ7pf616*aBJq9HC2^>Mnm ztrk%Kp=yAQaG_{`_oz3ljyYLVnO3fu?=TVp&E{k%olh=R_sy5VtFH9%+8h(~D zWP4LuoW^DHBL0TGp*OS?VZqg63QUKY6x-$bLa0D-y8tTj3*wMKGZ*GUN$y6zi?Y16 zW7{40R+wVS$!hWdRF|XpX>$~Qfyw+AaJRp}Bp&U%;;e%=RyFfL#KR6f5#mJ-{v({z zRh7jv*x&eurL)KQ6!xiWa0Q;R=j;WmFM|+-4=@ZGiV8de5RXDvs0l+@Wmbvh!HujX z8x9Mh40NMeFNc4zo2(b>M?P|gwSaG^*B!p2`&u}X**J&t&PtfZ-iON21JYm=Y{f|| zCro6MvJgpUC$fob0?Q6Jpc*V?%UL{o04vxRye0SJCe{_YK^KUk=N`lkP+c6SW1H9( z!dAA8b%X$&*~r$hW>6mzSUe`MRjf%?{~LZ61N;zqT^&5gMw3U5fx}ro_#yU$?c}@L z*tV>DG=*s11!Czr_t_!r%dQZ|7{x}j0L@1jjAb`PI?iQXF&%s25>^pn=xr9W#Vi$; zvt{faEF-&^RfQ#N5uNRb#oz(-XDy*ML}OR>IYr8Cii`m)jXhz5*>eyul1-u};0HF6 zjUl+-ARH#M9MpbdQ`t23URKY=au~-fy7Dc11P|CPcA0f2^q_4|c81M{uh~>;UD!70 z&3dywtZx<`u|f2_7wkL28#bLCpl@`Ym1F&Ab}CbDJjQCW8Y~PZurHw|_2YRJbv1mM ztmMp;Co#qD=v|Agyy^Og9;W+I#5K^p@unCSc&%27X1H2_Zele>x7Q4dXKRgV@IZo1 z{F*B0UF#q2^0gQI9c0S4{FwC=ZgRIi|7(BOf9ShZebcC=|37#GxAkk{SO35^f3kI7 zzTzHVLE(oI^yNeOHf=)7o@CH017~V{ykqWR*53;5fp*FqB#7- z+hB2Mk6Xl0?&ewdOb6B6)KJynviVsbbrncrS?9vr8B04& zoqSe?S|ye^OT`=~CeVz=poraX5go8sU`a?5+@OMHIWMh4J+V}89GL*k`8sgHWee{b z+FJ{=%n=CJS|0=#qxlVU9D;$Ho^;C3-FSP*>1n9Pv2b>tqBK7oW#ibd)E|!XStHhv z)raP+IcrAk3npPbThC^(9q=pF$4lg4(^(<7LQ&nAHKl9T($(>-F>8{A1on=O9mTx3 z1b$+<=@++f2HOP%ArDMqfx65&2#pL)xkg1WmO07sO93FYK6B#LUn&DiQcXw=GHEsogPROA$qG@)$~^9t!haX zZoMd|_lbSPc{>x@<4Efu`9UX4bMoj@PHQZnkBag1^jQ2en;UgqaZ|Qzk!g<0izD>h zzy+(hXArj2_r*hzY!wbR*VUsdMa9|;JULW|LG_HM@+a^J&hvDh0ncPQyd>2`FienD zZ+W;KWt0#ovRJaqmJM-N2)>V>i2_)cT7B^W#+yRuqOoWqilB>@VuETTN??+ipf;KD zYK#~os^M(apLmR0YinAKu`#|e z+9cr6&@braam8QaJ5uFQeYvrEyJjdMi=AIFK6n9 zp6hxsF2?IR9&5|mG9JH_KjXFFGGgyzaXj`9JF9!x#bsGLUdQW5xy}p!lBP#$0poFk_TjB~+ zSuSD_9$e0LvBLZ%jH9O(qi~lr_JG)@+K&Z?1cC%9{Rcc4*iz z{M6G27mKUjhbrCl7n{`}(bbeN9~0C(14xx{OUa7 z`+c*5G2RE(e0AUYAuv@nHmJdJr{e#a{9t?jMqt;g%}A%X3l=BmGykLTgJ z`SZvQ)+kRkm6x~idwF&%mlfavo=<%i;^RK<<W&q4n5U+OU=7_3uZX?YO>s%gAU)AZ55$2O<&V{=*4H{s^wQ771M6>5gCDjksneb* zDv-UgeP6}#$Jv=iEp*M`-ybF9{kVm8a(`Mlrc_M%n80XtYVaNR1_oM;XOPZ+Ba8VR{#w42>G;y*56Qs4&2y73 zpP47}uDR~y%UWkFYc;gob<9^X6aNZ(=3DKomJOW?Siska>?(Ny<4nBlW4f8+*vhO6 z9K&C*CG~%jGv$H6BpK?AlNY>)ah$Acnui|3F;dYHk26*VoWr;*WMxRCiOSOHsrF=2 zjZ@@toGPc1ee0d!q~c9HCNIi|cu8K8m*wyB5uUG&oK&*b0oHK|z3 z|MSyW-35u!ap0Y|rSrMSD~qe!TE zq&Sg9{tNfv3gkTs@TaIq5+5$F7c zv&?ciEHV*Yq}Y9BrtQ|OPs~0n8T!J0VXutbi|O_ds%3jHj_exwI8e;@8?KiRL&Jjb z-U?aY8D=hEb>C(D(OkjdIX>}iky~i=)65q6Pv|!J2VNmeG8^Ss^BcMtXEw>-af4hZ zFX8v*B3{BqVL2_E`?>oSKeYVZjh%-6DxM$@X7zKc0I%Yy;_=fppZi_w=lLzoHP2>c z^LRYq-yEFe9Fw>3InMxc>JG`Nu+YNG>-i^xYH9 zcwfBZu5Y?4oKt;?CRyIgTIY1cTds2+<73?GJi%X_tL7O#$EUtX zQd0xPSI`+wVFBF6eWX=0;T|8v`od7s;Tp!XP-GAL*vEoV8 z+T#K^!+PQwcA6!#+mOrCfKQQmAU7cwRKbq?j=l-m)jqh+D(fJ;j~`(q)aKQA4PKjX z#9!bRsj$_U!j8jDb_njVWYT5#$=+u!(%55m3LlfLsNE}PX&;934`o4KkmtZ0_z`#S zm#WH`qHtSI;KkraUdg;RpQ_w^2A_y`ObsY)*Mc0fHr1W~p}JgxjbIt&(tn|Z6k2S= zOuLjgi!NfJjOYTVu?rl-7V3X%1@p4j0b}@9Xi7S{7dt{qwFJ?>To@ywFj-HqPV>{G ze{R8Qd6XaJy)Ab&eX(Ak$7Zc`C(3jD9_*Iq`33#}7Ft(%8Z`H=mAB}sWBe!WZc|{2 zm88$gjn;ns1g`Vz#6T0Aqxu;-b#EGHs1fSwyvT^Vo0LAxE!TBiAr_|HxXPmw9sGo1;kK`p{WU3;`IKwLK<^4n29TZDzZ=f4dn_*r>F zUhzJbuJX(v<)5iZ_#vXthbTnQ4i|CuB72g_hfRWoQF&X4(Q2#th`geeaP0(D6pPY! z6CE3;5{hJ#u|FXM<=Ee3Z7q(KBXcjAqz9!xiLp)-d zoeP_*oS3z4<$E8$QT0WA@x5}#_@yX{#s9-@>1s6Xz^ejXI5$oh9-dp2JP}7mI@D zq7<}aomr5rgt@E?9wqM8kUgQQc?l4F%*SrC{G>iP)L=idHIPIx`4;2Z7@WgK;WGAs z{4E#1N#j_^lK3L#VljQ&C2T20Y!f(6vHd$me;9UQA3#SAe6y+MI3eLi5n8`cHlUcmZ#aUR$ zd&++DBDnZo{^oJF7a&IW=S@lN&w=xvbK+Z7g|~N>z`yvE|0VjU@_ZTP%Xo-~T4dKi zecG?fS3v^obs}X0yQGZcoqbz)7rloU3(m9Lyzqp0?|FHaa73TCu3Bf=VfGq&$nx~e z0_&v-CW1jQwN>A&2w!CwfMo5o@hDb-3IH+Gk*O5WbWjWP%;i)}@cDTX(&EPMt- zu`}z3-PtY5qitX_+sdlwJrsZ6!$CG$US)%c9p7Z##bL_mrznr_#mzj8%~$976MPA` z)Jx1{Z{Q_luvhQ~B^ThsJfbe&D63&DtbrZ4TRp1c7Ue*sV3b8(qI>mSe92Pq8s3AW z;xBy5-?0oxXBmv{Mt90&FYy&!b(61_?bJ!=$VMW{A(%r)>YBQc9h5$KOPmsA^tYm> zcZphVCU{CKA9}*x!E5hZe#IIFZD2d!#MgVj;B~CkW|8^9xf?z{u+AGR&)643R^gnm zRl&)66xuS?>Slcxw#F31&qaQ$EpB)mEatnbH}H0P6CW%4$VL1doQLApMdI}<_+Xg~ z%lUceFVB)UT!3|a9Z$~cxqgtq-*XnwOw7_#tv~rW{SUl=gkYJF_f1P*ZV|v@qKVRcZ{Y_1 zPHg3Gc8#*J07IEu(^t=i{|5j7|Nlf;2Y3}lv_9ud+j4tylS>FCv``{V0tlgq0YZ_U zkRT$xNs%JbdlTtZdMDI?Kxl#xdM8NlLJ$zCK~#$H=0@Lp`M;T+o!z~=Gjq!SPa>(d zsKyJB7u{H%m*pQYACBc~cwL-DhPgsbq+gBk6psb0c9UWX^Ly1cAJzTe5M%Vq+bAoqn;WzFS#O(P7F)>5svc^&n0c(k4 z9L-VVD8E%-^`xu38Z}uPnqnjc*V0QoEMRQ;otZc9>9I-#3S&&6(?7UGlz!F?u1;Xed3s?;oT)FdS@Hg=?dMTz2X-N;+94W*9|HV`jZH@ zgMBNE!{RQDwig+<={8l2tjTKqhYRM<8nxMEncKM~Y*bhexx>BH-Opdq@zlH4yWUt} zkMsOu^%dJ_D@7Wotu~^ea}Bi+KTsQ8exS{?iM+-`_X7G*loxl@JylD@i$&DM>Tad0 z=~O^Wqv^Cw&7m|kh4SgMt-9CrIea13P}R?y;2jjviRSa$vL4l=%kq*uD{E@2>A}mo zQ}|Y+1usR-d2t#c`^ab-B#YBnBR54-Ro>XqQdXAf_BqGT)?}Q+zr#p25hrqzOwZDI z9EZ!)dm4d^jZ&ldDR(<;kI}pxmf-ENi}ttP*bB2LiTA>WyeY4$zQ+E1G)BltSVC^$ zv#Y?iD>>&>OcTyqa7pt)G zmDoXt>>v?rkFGsc*?A z0wT=}RaM|y>nmo@cgN9YS(&=?pNwX_F<)kV#Fsi+SQQN)mvlny5=YrFHce&W zc9w~K9phO0kcD-=wl1`w`j2! z_Glc9CY!^T@(p|%?&L?Dvv{IgM^QBlU(-CNOOC>S-!_=Pra^c>&vk8k74E}h>>2(p zD)Do&K5gd0yW5;?DzlzFf>)!`zE1Xj_ink@cf@YR6YW}d3>9?um0e_O;{zT};S``! zI!o1)PkgzlGVdr0P&{8^RpP0RA=XCM5xcEDR=>5Zs=+^&Rp6$)A$K~@%Mq%=s(szjqHk!|&=q;#{MWS;5R>op*8MbnQ?7n8#rhKNC^kdBNzy+w+dOPN)&?&)ntQMct2l-PJi)T|3O(JFK!g z%KTBAt!-8@RZ3khy4Syi9rb5fUf(uIu2i1Rd+iGJ*ywNX3H^*bIuCs8s_8i<$MWxZ0wvHj z+0fVBu0vO3S@W@cDwps^^inS8&FHOM&l9Pgr?DrUe?}pyrhf(aQRs;+=lu7qysN&XN`vAlkc&ichT~VkTX2jG<6#3)hIBqqU1 z*o0GHIvl|gxEH5FBj`(Yp$_~FsjvnVrodZxjZKko3yj9RP!&q6k=8ftytA11o_B(k z=IqMOOP}|={1;WNF6>7c7yj717xKNV=A0bSm^Ee#JWbiZDB@XfZgLbcoh-MEHly`1 zAb-`2=}UWo@Y)|4)r|~#X6@ExgYzdE?0Id?_jC(8L)GoCjRbpzI8QYqFHt2H#n#bB zSOFKnCA^ADUZzl8Z`=bTc@w(B4#FfXqT|_YOc!UNt?>*l z(gS>iKVqDIJK{g^9%kbLT!xb%hvft3 z^EEtd5!}R2a5>E6iJEt9gmh|)Y0v?uv%>5RNA|t-$h<^(RU@5i4vOFD8|;q*u(Nti z{dH>){;8v2CAON{zyX-cn&?q1hsMwZY}^Jr;2UfUF&KwK=n&q;zi=dsfw8cXjf2x{ z8q9#*I2%ghTquKW=z9nv4)f4SN{7O<1D?=O&GGia2UJFTki~*r?+{GDrj$%k>?kDD zY&;340QqS+1E+IFyAliXORx?{(`C2<-|6}?jMq#ncy2({fz09P7gE_KB6t- zu0|H5QWgZ;$MCl1(7$MG!)yATS79M#;9WS1Y4of9g-7rRwrXzs3^M7NuJ^GE>@B>) z^*n(IF$&M|ZuWdx#dygV$wsV>(ZKl3=wNt6E|Doav+J@4+lhVIF5HEi@CS5=G;GOs z$j?|Bwq;wx7a9jKzw5lNgV?K4MGR$oF?fHpu=L$Qv}FHZw=-I>uV@n+!|y{IxC42h zDAW{lX)euk45H>{UAiu7+7;cSWemk=KC|9P;{8Kzxcb?5ah>qGe`KZ1m28f4Gj752 z_Bu>vo8%^$%+@0cE=VM?=Gt!?uvDzif@4~ZL8RguT&s^>>$p)3nW%|(*#cTbTdWjp ziGJfRei(nnTWmj1*E(b~>j8zdT@`_kARk<26P4G_V2$!zv=*`-{EJwes-)I~)OIJa zG5T?$UiDGzBBo;th`?}+!o6B=t)V&MXa1Bu*WXo0=4G{bWfnsa6(&HbF2(M(QC|v&d?p|;|=Hu;}LNz zmckm?ihYI~VF25rBldQvg^^g4zJqVI2Y!vOVX%%jFSPx|V^^q(UqV;-QlkT0rCpQ_ zgK!iqrM{v7PSeqS1{A?)oCUiu*eaq`^+X8Zw=fY#0>@$6e?~zyio!ZH17_x+mG+#j z;?{pR9YbC=NTIR(#XMZE@+U?|kVr8-_zXVowfR>Ll60A-*WG<9vWlDr|_+}^cL zmv^;iR7C%XIni}lNZ#&jqjRzIQ21o$L(e|BR}OIQl5awmN3P0S*by*)h{&crhG~Bt zxMscb^$_u%#r}?Bq<;fRqmgrDzTxhF0#|tts;la#>-+{U8`6eG<*3RIR4GSU_jmQ6 z3^Uqsj*oD4qr#3Jbc^?*t{T~{p)^pv=7VW4^>p-Aw_IJ+Kzhml;ECSbW`BCjJE&*; z8w%nHf5JDasWg@Hi#rbPoKN$qs<`J~Xw@|C($6}6H^zSW4UMMHp#>OveM0aPr~!ZJ z_5VrElL6-#GZ0op$M2rzZg(_mAiJ9#%{*oue{1;}6o+CuMpk78u7{?Oj9$#pa~-s< zpuNTF-hHqbVj(v~Kr;w~a0uut<=`UB*0Wm%YQjM6gO#DbR`AWCIaFew;1xK9eRX6z ziKj5&zV4k#KdaKtDb{!^#<_%UYh6{?`OG_oCR3z{cMqcb=1Jbc)rn5?SoMu(8LyyA zhI>4p>a0QBJSc0B(_HLK$Q@7rqLwd#>QGQ)-IR4ndg|%Oz0`A-ccX4}m0#uYD&6cw zz38i)QqIwndQhaN4o&C5`!C9u?gX05+u7r_x=*reQbSsyGwUk8MsvDEYDVk$dQK{d z%7vHIjBOgPP3PofKA9IVYf>$ZPc%*#;H;rFdr)O}mS-FVD2l4_-L6=kEb~!5s>2)c zCypXim(Mf`QBT=`M^kYsq0w0uqC!-d4q7pk%#-;b*@zdVAfoAOS&CZml2nr3TI=Nh z?jWSOcgWx#!yvv_eoP~IU3)Y?CXY+M+0|ZaZ|0kM3T@#n=udMPy)|DNVUCHEs#4WN znn(dLktXSxo~-q1HLYT2P!J8RVqzA}qT-^N6+G@yMMZJlb4O*V%3?7EaYOC&rO{Ta zrD!7p#ukb&Hu|?yVPl4KyMG%^c19WJtw^JUXCv*h))5+Swf1MyNDFALF>upVm+-VZmhJj z)iX84swOIlH;#i^ba$GgjiPUi27KQyXP89PqT>wDvnb1R?b8bR;5$333rYR$UIu|nN< z&kMciaQkLab89wzPceFyiisI?&KsQ1airXTxjH*;n*HcwM>Ex%l2jJ2t7@yD{l%+z z^{uNj8IBlLSe@oQX`ZWr`idH>W-5<2Xq8P>Q+3dc(N^hkbkTQ~QHOYYdSI7Or_2Xt zHqX}CU;quIJ~}=OP(x`L4OiK`F9p$u?(yD~#k2UYybtxG0fBBh)>Kv1)k?E7blzJIy;h_{O{Z9{>00KGaC{q=x!?zS8a9IqKvIAD|=8ApNG`yMnkG@;4tu z|L|eDCs+^9!7u{xw>d<|t)bM?JCOe1qe%%Slr@U}MWiv>nND5BS!*-BGlS277*0bJ zh?RYri-F1E@PKH%R~BGFI{dih59;U!%9QWw1!P$pNhkH7?0pF_aZZ$=Scl&;FPNjnFwq)^ zi(h00eQmZETd1}08p)WTGtPcCLbHG&FoYeJ0c)2OR&$mnC(E#~7&Fe{X7$`3nAeOy z=!Wr<{?fX1h?yuiIK~9Zo4?Rrkwu?)uh120Z*LY?$o_9X&}N~ssKa7;%@%=Z+18if z3&>SqvV6vFn8({tTRN*FRA07`_T@0@v23ugsj#vsgiMTNA!MPg)q)#?$VETHLg*y_ zbjPqBa*6ytUvb$z;Fm5_nRo5Qu0(Gaqq3)=Xe=7~*HbI8ky`uHsHOP8vx9D1C5&T! z1wBP=aLKk%8is34QVu@Utf~T33NjHK3!gwFj>q%V2rA<>t!MuP4^5P-L_z$LZRXQh z87zkj*oWAGVsSYuj{}WZ9PEnKedY9(&NN&$z~gokY=UoD5^kg<hqJy=lJ) zM<347+{}$#c|Wbdx8Nb159c()TmcO*RV(&Yy4=-g%QP1puNmA?tfE!eGAIk5LwyMI zB+H%pjxI16J8L|KcF-0YP+K^ndBPXE-5JWGL1#2yD20sP!vK6jpRnPY2fo#;atPGL zKQ#wsY>ZY}xp6qP*DO2{k|9O2wsnvO)o_AtRfR;&Ad;Y&)|;dmTo=tVI>IwHOn;Gq zx#_I?Q?r{dul&mIW)&Uf91a%g@Z~=(Zbi1WtGLD)m*|rA_h5a15{$#n12k3~po27C zj4)E{3E~hPq6f|s9&|-(UZb!N)yH>OOiaNfD#=d3LOg0Eu?x^oY}1GuMHu7{NM- zySiMZHX#j-3F08tF~*9~V!zI`yQ#m z(K=eKf9;VfBW6-zQAA^U4v#scDv3L4ZFszhc7EYJ?Q1IDsA`Z+ujs9wd z^WQh#&|CUj_)Qnf=kV#L6mv<*Br9wtI1(H_Ha3v#`_!FRx|x%`qKC$7dP9GTw|a%& z>f>v=C7#d~kzqflbk{R_Mp+`8?&-CCMcH~Cm%8p#nvrV6+J|YfSmZfC`~E|JG0GYI zpF|Mt#AX`h>@3=gP1H@i_GRe^wUc&GPtifg<*n3Nbk$ayo`V8LQDdB^j`6R>H#81W zs9nbh{^DqD2M4LX?is87I!-IZ2(6l;v}&r2H)$6Dh8}`H=*jGpS_G}q7)>>#kR1y2wI4rJ5aSFOpaEIv{Y{hMO9n$fZR^SKl4rIX{ z*pJ(JhQ5D41b3|V>6rK>|xp8R{gW3o@-?1;5kfCzhdz0j;;^tyI#OX zkqudx4W&hJ-)aK|_pa{27P=1)H6Fn48jsY+=8#?#?M2Fc6$YiJa5&4L{A;8k~0hOX~498(25+m>nUW0{U7*?c6 ztU$5!CC`nyG(MzU`f6E<&~z{M%e*gdg|Nl&x z1$Y(L^Y_op99g>(1(Fgd8l(_{7PnF)6fKfMDG7dVp@Gev{&?BU;&1qHe8)@i;(Uk|ic$PCPd#cx zo1l|6mv9j+hSDCWCdN>GaS*16%Wy?AOI(3S`vOcB^TbMVgmQ>DGR#C+pn9p2)K8Yg zD9i~t;SKwaC9!;P9Fy5CdIZPtA?{_Vluu@m6rYG748%}eY5Bne#i^qRhmEp67J?!$ zoQlI;5d|(KAeU-tR8gg5x-k{&!3SnwPVplirP}ZrBTBe0mI<~-|}+!5x6Aq+>l38 z4f8@}jHL*uf-~SKE5IUIRpwQa2$kr3Ji>gtvHK>~(+3Cy(#Y#bZUs_aXs@no^2WPMutRy6{S*(bj zadGz-gsJR4HrIRe!UMdiS982x&37=EdcY>OnQdV`0ce}rtR_H3ISES0L~97Vz#cr& zznWX}J$ohJ>8pCp--97-Twxwkm2ti3Ppf$>UJ~80KW?U>*k4tHO0p^>;vhY)1eIWb z8je+=pj<>{^nI6xnN%94(Ioot)Lkm-qc-ScukZw{X(Z_9`A{bDyjFQ!ZaR>YOB9^p zdw9!U<1>1LZ`eJ|VsF@6mWeM}7E8xh?17$r!`^G&v3F2dMUn%BxD8=glmZ}}v#QNQGero32;!F`k44Y&d4pPCSO2SU7HB zi)bg?$sXYjwuAMBVz`YJ#NSwN*uie&E;b0t=+@+@Mx8RBHJ!KjC9D!Vc0Vd?-CRotR%#GE#U;AA+l-6%ZF5SxkySV$*N<&91t>3^- z`h6=0-(opfLXBV{-luuk5MtmO&BXb*04s<_ut0Ac!BsjcB2fV4h2IV%!eKD zUySrT;$1LQJ(Mwlah`2PlwOlAyaSKrt@tRp&{%8?k$0Tx{A2vUd@C>J#oXC^%5!5y zUYdU)Bd~^1#0bD(48fdON9NK|=W8R1NAr*HBTTY7%f9jg#$YvE#CxdAlu4^`fcQxq z!&hcAejOX}o^To~*ze>~d6us8`7$RorQG_NeM${^Aq>(!lT)9$J`Ta^FiM-tVH$&f z(F}}%*|-p!K{76rtFgELATr(<8p9*157Tg}<`Ol7#@Rfjz9I$NLwood+G)$lcVj#F z9lOF*eKm81z6xGLb4qW!LwD!`ogv&V#P{jXq+myI*@x*e4&q>n=u>I|(=r)jCmgfrywgT386qh8Qs@dgMjo=Zkskw$sLk9l}WnU`;6L*Xo6 zudg>%IA#iuGv<3ctBv%Hy;|La!)6v87u9{&#Zyzq1NB~+fq;loB65ysSzfQ>xMNet zjGR^hC(LkkFNa~GiT4A>@RPn;SPN_5Xg-G5#A$pguZKPDseC%WDhK5(%fqo8|JLYf zG?39eiWlNJc^Gfv_%Iii@{Hz(Wi704kI|n!CDY{RIFWybQ$3D3$#YQ_H0$FG-TU@kp{(jzDBW#Y{K_{?cHmLC&zLNeWNG|C7DktWa-2B62{XmG*+uhi>IDD|>e4|bzVko0Ta;pJZbLS)ffcqZP$BjvU) z^ymZcUFcu<_rLaEoqt}6ce;H|S>lK|BpyP#_Q2kO&Oy;w)N|1&kLC3{9&SG|j>~izW4@Q@jm6D6 z59U+rowmMxVinfnBY6|8QA)v99UuBh$#>vW8DRYYqhTzcYrXWWJ1rz3C#4#Rz8Dovs8 z&X=N{_@F6HKv@N*+e`E9gvQop_+7TAwv;TJYFh!H(*vFiOW}l>Y?hUmL}S&J57Zjy zu6T)Flhc`iKBBUihw;`yl~CSoEshc7K1M z%BN28+)gjN!c)vx<$gg5H``@+7IjMHiK7l`r>eW%U|>R-Yl)4pP0jNu)hg5#TU}0DJJt(`c7Kl z8r~9zneMr=?8CehcE(P4j7O_Z_`nViX<@G54a^s^8P?gr63l-IYuFj zz*r2b2A0wS zwuD`Wx-gawunFL5h~>N=ZU8%5bL?ji%(1*cw$?5VKT>DhK$*P1Ub8AtMeE{a6b&2r ze4YDTO?!e}f#d8)7Nj%%L{=F$!fH5*yLGNlhm9-_I_aEU5PQJ|98bI0KK7kfF5$d} zxWR6)p7H@(EUt?X=bct-fAg2@xz=nCp^Y<{YIwVdKj9?w6=Y8rH{qcvQR=tY$3u18 zkoZo$gDakN^9{U#*YJR{bO3okhQD2KS6ngQ!CSH&hgwK@w<|XM*9M$jVEII+7YPBDwO8OJT5;_HEAPt5JLZ6}V1IB+_ zFLzC1Ah$4F2J1E=yS4P}abK2J5_d%w{Es{Gwv5(_>_;|~MeB;BxVD;U?M>8+wrA>h?&3;a@S(|E8 zE&7}$%DR;3&oqDZSN2>AS|lII*TJKRc}EgcBk4Z^+|heEf=1BrY~IQN0g0Bo9sd7k zvSbIVwe@}Q8-E!q%36ct@q4otY=j{!!pv{BH~jW_-|K(}=0H4VPB4#o3Yc~AeLzRv zUgx>f#zmv7&S9hFL4QM8!}!Fov8dlR+-#DivczEu@Z1R4rsLuk%`nee*dw2t{pBWK zNm)!*l~bUu&f@#9gH}q1MSnPMbms{?5fb4EK2u-O*R&S4*{ihDt4B+r4kbgfZZr5& zNau@nJ+=tkc0E5Rx5IYuh_=+3wn84U8C-IU9@K+A#O19Jp`&$wqmXq#ek8h3H}Z>b zXdSGB7%L9O;vU$;*BWjm|EJMH7PdOdshFl3i54QS^3xG(60CC$@u_m3wZ}RFnZ_Y_ zPMPK#daLex-n;pdEN*du%1uT(54)}Sk6`^4U4!j3QCx(Ju#r|#TDGUHqEE~V@Ecu% z%i!9F)~)WF(K20KHm2n|+k8P4JWY%?=5z5*=lfys8i&Ih91K502#tfEfDxmS@E(W4 z5a_1srR&&=_l0yUZuQe`U+4#ah|4-EG~}rw9(w2_dca@UO>5f$VjH%F2;Kn>XocHD zv<92EhV{4}zk;tIHrqB~3)n>``3_zJ&g%8dqifzKG)RPJ*BueM8n2D{;WO+^1;J&n zCuGoSlB5K<#nAo0AKT3Pzww(8td8n zDN$FZRdp0}E7bv58GfZAvN8-&wX}BGCN7G>5XT)+Oe}zxkgRLuX5hyt`7?UV7^nv! z<{bP2DvI?YjN2GY7JRH@iVyaSdvHhG5pG3#Lp%_QTj16t`LVyq4b`wOU6q;YM&NBc zZjXZr@TsgVFRCs4W10+eAXd(R4;0mBn+}D^u*OjfkwkNJEIAGx#a~u8QAwTDF>SDj zQ8DTlz5PW$?=)CJzvyV^S{j^oTpt)E&T4TU z+N>_pE|CH0FjxIW8IS=dX`47n>2NojCiWgmP?z+1#)}Th{T-v2c?ukJIh}(xdc1)y zXrG!cE@%7KH(obJHV}7>SJro;muRBG?Ow|D%dK<~&g=74bNU#$Fq*p-j#I1%jFnY+ zM>$<*y`PPmJfE%#S6Q`rH(8r^mih3QkqWt> zT)|iH)jHF!;!XU`w1TN?ernF)ADiQOxH(x@5Op+l@x1J6pO^Kp9!}MD#d$g3?2D~c zUu>ra;5|M7Z}8sPmVj6JQL~NSbC>tkYNHP}Q@wS2)V#&}U<-A~?1MiB#cOSImG{D4 z_>;GSio;8GYiy~nWjS}R{;a1FFM?n4;ux7t5lpo{3rIEw$uD>(vkgw?zu8G*Gal7v z%jrxsGXmRS8|-Gz<=Z{e_)ofSIb^tN_Zk1iD(@Ir&Ue9lOb^MUGf-}wbILkJWfi?I zPMPdRHu`y4lTf|FjZO@B|>#&Rar!!4}9Q(9B4o-lY;@JWe|qx*>0j4 zRm8lI7e0o3n%cT{%L7$0mQqX)24W=T!Xo7UQW1=<`5*#=;ZrK4+YlW+=E*RqOQ8@1 zO;xnWDIdcMaa4Q51fIzz^Sdlc-DamClV!5g@DDo&_t|28kKJQ`;1MbHorPlw`b?{^ zHdM?yB4Y6qh{dtg26yOH-ppHRUudc+qLo-OFREirX-%9~m$S%lqQRvzmVg618fI#h z)d4$TDYz{np)nSQNX>p;L;depup7J@l(dIpHK+u6czbAI{DFrt4pMQ5xf$cl*02#f zi&Pn_Bj#pwBWO!#1zz6V38L|^iWi^)RD>dFDiqK*MYD+)^G50jQcKtRg~(-hz!kp4 z`-socHPJ$QrOtUS6XYTYGfwg2Jc^REA{t}PgfbLlEPw@2nHItzxezMRJb1|6jB$_u z!^cZEKe{TRpi#_t&0EoGs82`u6sRr3DTw@FA{P?aCXz1UW~rz#?y>cZzx zDdZdR5Vuk=Z3bm z2ie2y#w-_H)v90&ABxhd2lcamaf^W@Z4F^AF2$zMOxMTFV4++n-%%Uk;cdakH((CF z4SS2W;C_1!J?HiYigvIQccMFL3%fA`3rnAVdzY$lFka`ViQ2;^K?EIE;~^JKfIK=^ z4b}AF&v6*IiotDN2Js<$1dPyGbOa33y|-FR42MKLa-UTU#b|}~fX|Zk$;I`kU*IWU z4!_8jp4HISSOZ%<(L!q_O@FaeUvXJHtfTche!zcTN5p8SxjJATF>5$(d`;(l1H!EZ zDwkNLBE)1YCT5~bCo9e>BaW)sSUs?^NK-#yVP78|W!)Hii{H`Q)isjKL;j5SR4@1t z9HL{?I$~+yuedm5A13K)=>!|g zuCWtxf}EnQzpO-mJ9+&Ha;e$M+!fL|sDd6>paj{O6^Bt6M?rE8Tf^=lKtA>Z>*}dR z!t>DSN{K9z{lZ$YtI$V$q*i;%nz?e^@s!HZ(98;NpJP{G1#gS6%AW3=sm<0jnnw9m zo&Z;?hlEw5S58&hVGflpgXIQuN$6u|fE*x~gl;w~Q(1pCsz%R3zo2|MGR-~(notw^ zih`{SbGD43nR2FVKn-ZNoFf;@n|7M>ZOG@mXGps9V@QdB2K)=&kf%E_{FaksG}Qh1 zMiahB+hU`!w$33Zote2S@_t4|zSgN-^h2*A?`0TK-Z&)dNSZE4;r^e)t2ps8MM0o?NtG}(1 zs*Ja^cY$T9Q2~PjhFafP?W_#hk8b8TBhSe0l-K%(I!1J$OuwuBJJ9FBsj@wF$fhGL zwZ;=y-&>SLzQBeVZ z^8}1l7qx2WjeGqIJe~PSxyPEIHBtw;*J&!hkRz=2#(O$KgH@V$sA#B8K~42IXroqU zZWX%NS^|-B7=JD1+vD*sa{u)ikNc=948DG2!Bc_Pj_D&-cGx09o!N`EY zLG2BT`B*vjBb&!2v0S)~e#4f0I24lmc};r6pYjb_W8dRNX&)~}fAAChjMik=WN}em zmqjVCPgnar%$*{Kx=N?SA+3HMzymm}7Mp2MSld%)4etV7VUoFzrpZTv%Vl{rnRZYe zyM(W6*eG?9PEkL*p6`_2-Va@>$JKnfMF(8Z3(33Ug3iWi@@pL*D>;X8t~gFtbltK8 z)7f!+%nphy_7A<+n*X)dMIU26_>RX=JDn#B8kKbxeye7|QND|(sL@tD|B4q@XVIg& z!U;T~m6%`mZke&(c!-BDc@B1l6@inGf)m*$C<@cqZ1xwFrWl9;3){e2mK(RQG~C2$ z^WG4N{b3K=%@ScZOMuPnTWv@6{%iOYce6e0UwH&C!7X-?U0@;n3u=o;*ilv;v+xP- zWaqFN))zO~LAb!&e}m^?Dy)T{a0^^wr`Q`h%nq~ZFcXfk(zGaB$=#D>(2Ef?lcnQy ztqFf+Ina^IX`Qu+(&%gRPwzsyDeD?D<C!|9z4so9^b&d~Qlxj0CRJ)sI*5Q&0YOywilG15;P0R3^Um(h&E4(2 z`nc^rU z!CWy{{I1qo_pElRI2AESgW{CIJ=G#8PYYoYEQSv$nTlGKsR~u5W$*?MxR_OyR={Ik z4$I*;UI{B6Ya5`7R>Ud67#>)7)nfuk6z*+68SPiQh z6t|zLdRPzZ;3BSL#syqE^X#x%rix&DE{?~oVpt42us3>0QzftjcHxp(3g7a7X%#>Z z`7xhCJJnE?;Kj~|e9X;_l{uMnV^@`cH8`)i>YyreJCzG_;b*EkSLb-F%2mxP)r@(F z{||4jrdnN9Jm%I<_+2MS7K}WvFY3j(7;oq$xD@mHm*9IcQO?8fbdtP+>9ABxqI0-c z2$}$2r~x{@PY`_idgTD#TeZ7K?BzmB;umOK^7dDQBn}s@}o1))rMEy1K6D_Q8k7tIgH* zKx361i}4tzhDzdCOb=wimI)Pb0_U=Cs~hT=KX>Sf`pJ6gwBf?IPVH8McyX|MFznof z!?ard47cGJ-GMuBl?TD!_{18-!(li`N@bytM!_g>RVt5$2|NlasamuT_CbH@MJY7b zN}+N3onT^cJci_WT%cFz$r$OlGMlr^4MZ%pa(Y4x3~v- z$R4`pK5)yChY?XfaY6SMAF~tP2D*V>V|T&?ySeX2e?x3$E4_)g_!8AL4pAzk!hDXV zq4sPjNChd8=0FQI2kNVq>LLqyM0GKlT1pNy_xQa!ul$i~X;q+(UK!XJaC|LwYrQ&G z1>d2_3cmfcpUU{YiQG?R16Iy;PMp3KJB0>BzoSn$19Ps1QjypFmHcU{Zqz)x7#(!a z2S-Qx6uD2W$MT_^6A=~R4`t{f!5O$q&&1t2mz<16oud(R+)*fa(WFmSF&cSb^{((RAOZW?Zr)OkFyMl_t*-j2D z$K|=Z8mT_vj}1nvW_;5b!xeEsuq>7_nV-d18e3Z_mJF_PD)347E!^RbwMJWSvM)Dw zF`1PMCpjf}f*Xrja0btbY>Z!VLsJP3`>UIJ@sp}8*-0l9BwC26VzQVePQXR$k^Dzw z=y9?-z7RI7hR&jgsDv$G8{QW8MN9Za^f73lVrd%0(^M1p`yxK12X=Sb1-7(+ZS9$Vcchz0Za^f%!OLBHIcC`k(VGLtQ6^UKlNQ}f1Dldnzj0$5pRoBYT+XA_b z=hixDrsDnRl=NS+x^WNo?&tro!)n3hf{D1<8fiQ|+N#J$+;pe4^1R+Ydasj!JykyJ zW$s~IumTR}3izeJg>MR1#Tr=IdYeO7R3#eZ;%-h8>#X>PCdiwnPUYv{WmP{@|R(}<1HGCDZF|g37&g0Z{HA+9zd7_hLWw{iSyI=?}Bak@JGHtwFTFdKGFzll|MEscb18iu}+)l*B52KgOz(Rsb6~^{i;) z`{8aBMqy44Vl4acEfwbc)?3QKNRHx2PIPQ^F^Dyt5LR^JRW{D2{8-L$Ggq6kWi9fb zkl)G2@C0tqQ^=4-{Vna;p$jlf*3>KM2k>x-62x~R$uN$*1eBY4s0DDIciT0s?rAh|FtLVm!wk_DYr-1Qh}McB z);X~T)&Pk(Q3#cA`3Kr7hv?kCtMIA*OiznV$$!A&*t^sC3sus^QU7v_M+$D;{=tJdfM~sBGgG04}J6>-x9$n87gdF*RBR3L4|Qg>*|8S-n9N}EJ|3duX-INT9;#0ESGcg0TJh706h z@HhM`p5i^efKSB%%7foo*&rK?lpp##s**H0=3p>~eK;^NknWr7OS7)ybu1K-JEFQT z#X1~1fpg`t&?|o{>$S5BOIhWuF`= zxLeG1w}O?;y&HU{f7e%{`bKTg%XJ1V(aZE&4OuSG1-eXyqsj%R#4ib~q*htW>&5hW z;5+AsxIlEHto8H`Zi*`-^V*YG+ZFMss)(I@vz+O zY$;dcYWxz{IF02i{fXRwn{f+vmY1BKayRyq`|y2hsH|a)mEYn>Ib8O%c88w^UgK-L z>2GXeZ3G8QCVb4EXEHgUtcvk)QMy$iHK6+RKXZI-uTxE^DgB)}w^G%odS-sPQqITpF|Aik{EaDH z752aDuSGTeZ--luhZKK`zmI>HYC)s3Y**VJKo$H&}JZ3I0C-6E^-{e^YD3iGbOf!?LD4yTK5WGPvSrB6& z2HNvPr#%*hBfNyYd6fyTy8I(vi`SsoB2ykbAb`NvCMsWv)AG4^F7Dz{N`PDz1_YyK&sm?GujXx2>Gv|LMrwXM*Fy%Tz7H_^SDf>mk(INuhZ8 zId!KVbVDt(P&brQ=@@(m*+U&=AK6HcmkZ?~>SJ#S#+m+7kcT@BRCyk1m1mC!jJ4J| z9z$=fa$~Y#3CZlS$n03ubj0^LC+5uL3VAXad7l4{xiJTpHvVg(%5hoFf#vyg(@7IB z!LayxT$c-AKh;m&3q@cE3tEo)HR5yo2WzCH!?047>rqiJQ<{{UXN5(%6~e zVJ#PeJF*#W zyb{kLU}?DneiYY4FRDnVMH;lkR@MQrM`Xda5X26&6YE1`SSwbG`es~Xj_XB32&$&$ zYA2?OG#rg7p?tX9wJl;|#kTraCq`%YkI_HFx3o}Rhi?p5Oqc0uv@Ze6>7}Zd+DK&$ zTe~hc;sddfj>8!^4Lk8T9>vGvvDix9@fw`ML%0XOhwtHm*lku`g|nufJrUR81YQGg z4Oc*o9;DKOfmTs4>is2Ee^FsIjAT8GC8nRtPpj? z@8ScjXx3LTd~uqnDk_VK!hs6nyr^NWn}{uIemol>IsJ3=g{E5DtoC-ZaX}}1@r^ohR_kN?e@}- z_?|&8e8hdRFJ8C%8};XDk#PoN(UFcEi*MkXvqgG}w#{8QGRm=J$eE-Qe5ty*eGxjl z%dEYsp*7X#b*VDev&`LsWl)ALaXIq#78b+gz;e4dEi~#biRQx<&ajt5ZCVBEA<5YZ zk5x0dFtf{MzzDgKF2OVtHKlw_?X7eLel)laduY7A0|)3J-GWs{dmW-1@C!VIR`w|q zI}0depMh@jEL?I&*2mGm>yCoSrckPU05so!ee}jL-B9^079|~RDr6-CSV%YhWs+!zRJs~1jJkK zLLhrAgF4Hjwq@Vem5b z2dJxu$+a|6ZlW#p4W-F6nawE23noX~%lytX<*Dhy_--aPSZl4uMrSnRoz@i9!e|x` ziFnO9=d84rShaY&Gt#O(tI+&0H`kZoGVGFP=sw&7 z&yLX%`Wg1q3VD*wkT;iMUb_#cGsjENMqh;oCaNF8BS`0m{%Uq@w=ed?v@B!!BaF6} z%l%}ji-CbS$Y8LsKY1W7_gBWMcw5!PTKGWK!iD_WnQPcnHJrwq_?yUW9HDQk>L!|I znCQA}&aSKL>W05AK2>#bCI6)wU<3R#)C4!1m0xpGxRSHoDDsVZDpqhNVvL-G9%9Y0 zVsIiZ*6D85h^O2i??t`jL8f}N)$MdY{M6XxK!*sD>m!0PAjjdY$R&Zffuq(w-z|B> z_Y9BuE=SyyIp7YRG^#^E4xFz_;UUwdddu2G>IeEveFC4r9&81zAdB^#Y5^_aq`K=& z11E4^Plrjcjc37Z*vm7au6lO6l$zwkz%w>Npp zw*mI6jo@J&G^G@4Gi-z0ruQwhc0)7gvdSfohN`M;m=$ZNqNYce`Oo4o#VVC~Zb#+D zlkQHpEYCL)*FjCNiUdVWSMJ8$d7UbY@xJxSQ?x70FWM7P0f+H$9?2EawkzONlg-mP zEwU*#!xorD4+}NJpuQA&%9k8C#NF|Iw>NsI<+jsHV~6N%I**K(mHl7iBPT@`u|Bfu zSYh97>yC9WD(nmUQe~+#x`-FCU}QGaj6=$%#Gp-i+>o-! z1JMDiUY3{gFB$JV3!PGR=!yM{oztI8j(?>3fG%b&L%Bm`s9sblDn+xRm&N`W*yda5 z+ik6~_RCKLE6gz}7!#D_SDF;Xy0LDQtw?7=k)#~vwFonV=DR#2LkTQ9^IRzksz_U! zbpaLc+LT~ObXK>Ld)BHKs26^ST?2b$MEE*h!>L&p$en@Nd>7w>r#M?SvWi(dvAf)b zIjl9#Dtr=LfjgWfPPS-@oQ4k~;^Y(@g|F>@_+NXB=~uRta$Q7>T&gGHMEoS!UcMB^ zjmDWJ(&&5Wg(LAH)PvQA|11~F#CtGD6oQJd$EblS^p83S$vhiQiLSU9`r;4b2a#d$ zy{JLw#Riy+d*COdM)$x?;q7kkg~LX<4uHmyr}Rw7M{{5%bg~Y)l{hcfHVoF=zv@D#Ro>p{A&2K-J(OixJ)w6n+SRDB!nz+LzV zKf>ecic`~#QxEO75vL44^>!cAWe@kHZ!L_o)U&3P!Es;ce$v$>y{FatKL zR0``VM)fB6eu9N^p5eDC_DPzrzo)PC6BuAG(c4Wu+AMFw45Jagrk!+{X3%$V-0khZ z&r6}Y(IPB2nmpQ&nL$}(m0(L+51-I#SY@!npep^zYv7WdteWbod&*MIvqYSzOqx2ZL!o<`$)A@$U3r0t7Gd*vC+(*}8zVw*OF6y9%%dga3 zYrUxv@8LElFV<8o-F9wwlx`VaRJXx{_6b@kZ<*EC;I{J1B&)8ky_#j7T|8~_eFm3} zSAN1CP*V?s-i}mbU^)-rA<&tB#3bDfdO%M|N#3Z|- znqyYZhM&#*N?R-8Uw&zxcw_Ru?MuV>ydD42RE%cBEEsGs)xOAm)MZnXJ)AS&bKCgN z!(1pv-e=7M@A<{k+w=u^c$ZeOw_iTm+c~ERFagFvDuii1$EZ;-gU6eh@sMPPXfC&r zqkUr`M)_!&Gajb#7?`L>fU-v!zr4c7@|tX6v{fB0&&9b36@*eo8LYt8P8Z*1=Y`wF z-@^Z=n;Wb0MyG>e4{c3<rEF0S+-vOLlfC~t3EzgLc3XN zL{8xQ(Qdl}y>j=PaY$6z(AJotsyuy2N!dQ4MKR6P<=_arKumvoiF+)Vp9;|3 z*!vOBd=Ikx8qrkR)`4unP;0pc>&w|$*XW{7Sf-*+ex!de%>P}Z1R8{va$T&8w=(~O zbwnkj2vx@#ILmaQS%yh`VR*nr^^f(TZ=q_=`LQlvi45RF{YZ6kb_WZ|-c-lg0IuU@ z_IlqewbF3aG^dpWDDeBxV_7p88o?-TF}7 zHrf&S|VxWpUfSpBEC0J{vI$m-Nk6LE`)n{=4T!(pG8Y`Rn_3gA{f11i#| zv;%gUYTLx9=22K#{wS`C%}~;4;52oE9?-AW2vgsaAuJoHlhj$GY-s9nNm<1`0M+Cn zI0PGLEsc^JtWh+IcEU!vPu{^^@BkmNk-Yd^i|SVc$WPwf6GJcmY7{fXrFF^e*IZ! zJ$K4_Cgx8o-e<)Wu`9R z;2^mATNpv*<$f4VGySjNxvcHxGfeqH=mUR!I_vlHdNHTMB0i}no60>Mw)1p&8WD=x z#oG;EUC%SX+qeG$)|)y%#nkud@JN4a)X{u+Q%e@Y4SvAup@Wr8zh|<1S5$W{g>!hJ z-J6SGar_yZ;snE5I|ORz6pV1RRI+Bw1fI$dRcpJM9TjMSo$OYKV!cR)VKf=<;B@gd zB$!VQ!({O#d?BWa_0XGln9SWJZsSB#;Z~@!Dh5kQA7nN4qJauRb_uc&=TyJqaCHi9 zi{s#_`WNDrO5oBQhLU(jE{8!@VRr~QdIIIr=bQy}-SYg@NY0IFB8zIUbJ^vbk+cs! z#>b)qjN)yaliPC_=%)|SXI^&6{|5j7|Nk_Z1zcCx`^V4oJm=hV<6ATch=75G-Pkz; zoQWNCI>i=awzG5U=H{k|6T4gdQ8r>#u=53fuy0v=!xceO`@ivpB_dFAlF;~i=e0WGnAp9 zVKFQ>s!f|}84SOtv;oy(yPP0?m+BR%WjBX39R;miDED-|~!70v1R zqkP3<#6s+#&B9rjL5;wsF$9YR7zcGk61IRAaF?1vQghSMz6DODykhqD6BrZlI}w?%|RA3v0Q!0RxQVbdIuN z53QuhVjW!on@C=g`(r6yghy*(ybuq-1U&%D@=%Ls+l#h3VwKEfM3p`#GMpal6rW2%ASFp!S$KA3=2U?5h8TDl?s z!Aun3!yRaVE-&#MxK9Wg>ZDnzd<-uRFR=uihEtFY6=(%(2z8+qrLi=2S-Z-vv3-!m zj;P}g**ftY-mzDBn{wGbe9K+~AOgW~|N2l5rlJ%hu_n}nz1r_E21np|mJI8lHC<#E z*%}zjufT4$leJ~-p$n@8v5=-MV8zulp2Ge7E^fs;>@rJ*y)YiDL4Xwlk=jnG17Ttb z#;UWEa0#YUDXkjx!(P}4i$hU}#6swXjp8^KMt}j}4X;@mTxNdaC*!j7j9(}2a$bmt zC@@){9~2moM6dkjdiz*IygN!}d923X^8@>u&$T_ihqTtTLEEet?THE+bs)cUaxMf_+Q+wo~)|qvs$t^dyQjETWHhOqPAIV%XPs-}t}{b1Hg^xfmBdAKQ9r z`=ptpv{pP(yGc*r2^_JWQXWKT&txu~FkZtwq03&*5!wX9Wi5n3#s@jkS_8Q}j%I7y z_}6lQ^PYGh7Fiy@lXM@piB;k@9Hltp2H5^|3+70B`xYz{ci?Z@Y&@htMXI<%*ThHB z(G#te;GbP-dJkU7Srs>FqxfzfASW4NGD6V}yI_#q#}D#u7%8tqNw$)eWnZyHtURm0 zYCwwGzRIew2kbGc$-ZT^*f~~^MX+@KudPoDb|y^}|RpV4Z$R91AySySW{?-SI)I;LWR!#&S`w0!B> zOY6Ny$O=|t^QwOpS0&dF{S5Zelf`*V7Ry!t7Y?*;VO->cfRC8#`lNqE>F_v03lbFy z4D)jtf^2SD|G1uuJba)(5|2cVxMyt%OApBO$&s(*d-|ZrcE6)1@)f#JS5u+~XL-x1i(5yIQ3 z*49x*uj}jLA$o}3+?gCW(%X-GsEnh$+aOo)xzJnIKh|~qfq046^+Wm|{e-xM`$Qe9 zxMww%@h(ZYd?>0WjdSTSNbdYoO=2^fv0d%T&Byk(zqb9*^v~%O-LLO{4G4d0q}VjTV~4yxN(!w4pSNI-A32D5dz0pl)U&#hU}n zwdQcwMYFI>GZ)bh`4o}G+>A5tX@kh7sn;WII34yK zMG3z9wH3b6j(V=vSk-%kbE3PE)zQk-bYnCh&1+&!{FW#3CHz-j9YeHN@&n{jF1%Jz z@-`ha^58t2gBTejk2|)}4AG6YfVVgZHXpPq;*FN0FA%Mao63t%(JXn0lISPuBu+pF zkq$5Qg;YXa%dLKLi1OLZB1`#gBjr6+S)|O+N>LeZfj<_6Fi56&_*%GlCwM77;slt( zr$Gcv;o&OIRmBBbpvrsxP!fHi82YG4=M7$p0xX_wfVOM`pUfCcWHt;EVF-+2FWEFq zVuAW39&Ffmn+7wXhL#K~;0M^tkHg9TL87C+0XoxWD+w-`6F|}|Wtm75V50i{$uL=@1$I#?{U90`eOz@^#M`RJs9aYK60kg!gB}>lyXjBZHFyA5_(%3Z0qXB$ z&_{gbC4wzK)8W)!xZbF!B^+V^wj)goNuV&X@n+;2OeahmawJg3AYSL96t}lmZYNO3`^fsz$^I$7~ z<19e)U^*BySJ?p42OJ0E`BL#UoWNeNK%Br6*avpwNYM?_warF*-iQqXe-^FgMwnJ;s)a*EOHjLKfm*=bnIHYi`%%DOTGI>Jyk zpY4Ju_>mQbjl43x5!2u@wZe3^lDEP?DMOZ4*?Ryc(`u>?1LS+7C9Tq0k)|SEJEh1L zxkj4}br;&agO^HoIQ?d7|C$qcT_hu2Yk&*+1Lrp$mkg9YW1M!8d0|)lP0hj_t(9mm zINySPy2ai67)J4U=ne<41s`Kw)lzW>dU!|ZruKA$UhtJ#?#FOmiuZsXuv{cS0%WRl zBYA@80-d1%A1gev5g!28@PHTwSHu{|#gTAXe9fO?d-)KD!cf?#4~6!87z~4K91O$Z zA@0``VVyp}`d!qb!6J#y!%C$=iy7VJ&mvKNC$r!HrBg>|Hk_qpN@3h{ceEN~WBi^k z=D+Z2MiOs{Iofj7+bXxN(FWJ>cDRw-bdx9j3!8s9Dw*?elU#r`&4pOUtgg0#lm;pw zCP_a>fb6JL+8*8!+v9rP8h_&rj3UNl{!kyv*J>_ng?3A?g@?4dSQled6t08Stvy;z zOw|&!!q|itR+_FckHki*6~P)jL@D4}yb$)#=IT4lM6DS9tQS>BBD{*>L&p(lC}JGP zz$P6o>BnFe^>)Myn?LPL>%0k*X&3ycANC3}GGHUc%M4gYSKu&=HlQm0} zlA~P9)o3lFlkh@61;5Z)_$!~~6fJ*HUUyb$<=6UNbFbM=oP-{ts{BRYt$rgN=1{uo z-#g>6m(dY-@&uy`wvPDBr%Du)aGLxMzsv6@E5<86@(DOmPLv>KJ2WvlfB$#+B&s+y zRodH{2$ccy0Pl*Kfr&nUdKQa6J*Tm(bsGQj?k=P?MNAe|tV87IK0%+uT}97RA8Uy` zOYI93w02VW@LiPYdgXI8AeH;cGggr7iWjZHhOb)QvL+e9N)L9!YDNo;#W+mnUt(+A z%6IZzyfZpv2kd~Wz1ygGy_&C9e)IoyR`XgwX~$1vRQddP>PjV3mGHLWxJ>ZEYh?B16_+P-% z`f%|FCOOOLiDEZ~E0x)k#b_?@0bh8|w&4>t2E(-da6?rkH`!5Ghs)_ItmZdVW_`uJ z5q{81OwmfKjMo;(_>t9chHDAmV@p`=eCm!-^FSeMQ(B+YON3j);n}(;q%hOMU>;1(}mCyRAKGRIaqWW$eF7{$YeJ}3C9P^D_ zZnhM$0c+)4oQoCA1m7^RMQ)K>^uqXH`{CRZ{u2kO&oPR^GtjwD-(K|yPYL;x z7xh_aT;Lb@7}t7Zhq2#CawWO;8rS(A<0}8rb(N3uxy?@)>s&YaYS&TY7C&rc@nx>% zuI_<{jA=e!hNc@wjafc3eU2J8xP5erPm1fXVYi#yzGjBcEw%rk>%Q@8v3tfP*FEE^ z>lL@T>Uv<<%Ph5hMeTpd^8&ev!e5j${e+(=XO=Zvv)jrie}+KVta8&O76R4THaN}h zv6gH&mgALhoOV=9Fot2UxKER{$|6oh-Cahq`x5qt_BwOTp?0E`=uC#_NE7rLf&Tip z?h?LupiyY;7#sBeJcz3;b=u*c*b&pEC zpZbjieUqbiP)$BoPjgiE+vOOg=Xl2Hb@@cSz8~|d!zbu=gssI}1ohYZ>y>$mqrbk( z;r6P>Yv)skPtm989g(v>^42V_>yNE$Bhz_IzJ!;s(>N#Jz-5^SZxt`- z1-*q!#tLVOb(`+fQ0Lb&!KmcE23y2(`4leE1Gorb@t?!ihC@6nzqC6FQC;%FENnLL=LX?3YC#VF6ozybPw z=TV#>&YJ7ZrlO&UH^anxV+igsn#sXq90Ee;oJE@u>0QChXXBaBy8+SLbruqY4a z{@jn3ae4D7-9!%#*M8N8@-)q1EK?D^p!{H6&X3Fm9ofDh%djN2PwBM-N>zQujVIjT&X5&1(%+g>RTw{A+H(X`gVK7}|*O{6h z$YNRS0IbA2?38-uzuZig#uC)j-g&BJW=fSprU z?#48H$+94uWx_tX1lQD?zhw8}o*KOzb_OT%JM1gHH1^~L)Cl>h7-hF0g}=g2jfJmL z=M}IOb)g98OI6LnFkFrB7%C6lu`C=^*{!T18cHiVV-M`9_Lhfl@OuiC_L0&U0QD&v zqt!ARgCLd)KtH92gJA#VX6n?a5UCd_EHz>K?4w?78KX!ViWj}`Dim0>#F0El!~dZmi1vZwuN@k34C=s z*HskuSG{cd4JV5!;wVlRhjE7J1HB7c?3rKioL0jeKn=|PG(geV+~M5e96;B!7G{Q4IiN~FD{4*g&UF9bS`7mK zCR!2dYZRt8PPe-_mcUXt#Pmg9bm!y3YWbe*g8_>AS{c2tW?@yA#x)-59pd8XR59&8 zB$ji9=q?rKY+Ss6H-gw%*e8piMa~f*0m>^-^Y@`~;ujoxE*j ziIei2*eNej73%{0B(K7EqK%cMX27lw?5~Z7X^ZIVdCk5KaILs@-FP5!p|XDnf>$K!uD``_2r&mj4bJ5nqr0lp28r6D zCS2zi`7AtPRG=mLOuZ@$!R?|8IrT)^E&5YosAGm>4EG}+jMv>FkR*L(AArFt%w_wm z3^7;yAOfvUqO4ftMrWMLc9ReUQ+0s@=dyXM6n_G3!J#xqH*SA@9|}pdo7tqYIeI~U z1&^rb`~)8m00j~U32s%>w}oD8A@yXDu#atL4%p6ivQ8`rdZ@VGLs1oS`DC@71}!li zer3P1CF~RAs%Z9`qqFYs(ew=ndOOihY&19E25cwlI_vt5$8mC)*E>EA$6<9Fg3TgxWA3bxc?9AAsHA1eWK$VHt~oN>H3FWQ){z zykiT|7v`|p%m=2jrSKeAu-{k;dkibtOBG+9L36&3R9!(4+EF$gra?PZfvkoMR+zV> zmh?0H2q)QpEEk*LlSs4w+dx0iMm(b8`k!!z{YvLl<#&&rgn4u*KM!=mDA^ajqf)$~ z8olSZ0KbJ&Jc%u1_h5#4^EGU>$};Vhy4=EgtI^-edO`^9U^Y|e8`#MJjzDq0Y<8)+ z+0Oo8gCUJwQ&r0%G-xu|Gygqnj>o~Cl}b=ey|GP}ij^rWTa8HyTcJ3mj`zbQ>YSyD z3|PWe(0^MO!G4k$h*3+MnEX2=s|;RU@eBL!ehYCXj0O|Cz)0$?o+t{_)I24sXW66J z&pzM*r2*`(X-C*>NLMpsuODI={4%T0uQIM(Wmnl1HcHiq??qqyo3EfMPz45IWvC4H z+A11?_Ak~@EW>3O2eDxPSIzE!Rnb44+@e8#R%ilWKy$^H@R0sHBUY`&LKd$MBe9ms zE;UuF234UjjH8`A8oHsK$;yGRF+=pzFXBMBj#^gw#HoDK42r2rdnYAeCFn?%$&wYZEVkic*hEWlec`BJ zq*@O!8|Pc2eD*qP>NWLfy`PxntnVqQyIC7GTKm*I*2K>2Ah?wuHFdwo>(+B|L>v}+ zK#G2kn&4pA!zQYCo&dVC?sOK5Q`D&5Qq`mn9bs{p&gMc}Y>Nw^F~6y_#BpV5hg3Ct zQ`z8MHjCfD$M6WA!WC^l-GCTYgO!5rtgQ0cJM2D-V=2m$#;}>J6ehE;_#IfGykIp; z!8S@2+~s5OBI}Az)cdxCJXp)tvh~dFJL4H;MRkl9><77#ZDeg#?AXZSf#Z60Mhw}O zwu*hBZ0>>bN87Vns99R4EPRcM-aAz8-oWhh&nhq9&8G7ol=q%tNl=`(X44>6S>I2f ze1Uzz5@D2j##m^}+Nu$2t=2j8VdvRqjKaJ4FYC`5sH*5+mcRxoZ)ga8Rh0T#dF6bt zRp<$RNNk61Xopf$sqj5sXJbj#uj~x?@E$TxoaOKF9=v2{`AyuzXX}@g#yU->=_Rw3 z z%+^#onh-JBsHZG;kBo%{+AI1J8Y??nDEh({7RD2JE<6@*A&1@rsfb)uD~v5^EMFqR zU_775>tGQWM)6n*rcgO}E?Qv}*z42jf{20@d@R+5v3Nn0fG8E6*YnkU6cvQ(7^Z56 z265XZve&7~Q|m*dyCD=)zE=WD!bV

04M9G4HfFSAX#qa-nzv}7fo!y!3u7362G{eGB7}oP5P!z^dD{O^D z;SK9UDq|IgHdq|m;S4GP?Xd)ufZ`@PU`Z$m(X)wE42nT1_*ayIj@StgQgw(IwV)Q1 zmF3_r-$9k3GK|LNvYm{M)`B8Jsm}bqNaIgY+v8y(%;!_!Qyxzr!ff6qP(jXsJ9d3) zOe^JmyAfr=W1b0_uo9|SOXQxwF!cnR2D`*GwVKl!_`uo@+o7abZtZ{_rZ<>&LKMTz zaf0=a&ja}|ANH3Gcz(=}v4MhEz`%}Nrw4FR+@aQ3C3cYA4nGuAg6Ql;*V%{raDv!} z-(re$5c4GMNGumFO|McZ>MSeAZH`TkX<)xD%gGfn*=bY!D0+}=`(w#c<0#diMp5k7 zafRp7Yf8qoSD(}W;5)ngxqf5ydE#1HORdy|xKS!k_%xlN;m&C~Zm>vwPv29Oz|V30 zoc_-DR5@^hma1Jz%T%qvNgC{&qD*y~(wu+dE+tKH1_sgs3!P7$6;77(2mL|cs_1b> zpk@4Fb(x}ZnMQ{D#;$KguP7A}A)bTve z9mc^RCSqBstUB~(r)W2;L$8Z(VH^I*9o2WdhAMCNtskTW)-!ISw~y_wrZE}I$M42a3_nh zXtUo+t)&hzYpJD*p8Ij@$cu~4*7k6QEbi5%KkRyRF+3x9%U&eEu^kxVjr6Wt9r#rGt`Yk`19Zv{$7?vPt!0SLTSvsfU}q5urbVRCdKA8|q~KySKIg+R4S%!$=EHCp_H&sSg`@Bp zf67N7GoPc0Xxk45VUpV!kMeYP9lkBr;2M;{hGG@2#(v&XZ=l$YgTx@=#xZ9PMzQ<< zF+p5XKdHsI1gq&6aR<{cSIR1>maY;$K=WH(*QnR=0%K;%#uP zx1j}mjw|pjSbR4-Sw8rPO2RG(sa{S~T+Tr? zvB$|mJU?$@#iEA}qI^b==)QQQp2MHspY|QKUgUy2qQ2p@`BVfJ@wc(0VYZJ|P1vUz zLv_(mG=fiYsrmmaaH)I?nu6wsu@gjb*swr?a{?>y?$8}7@`~md&Fe0(*KP%ICUKja z`DzC3MS!<7y?Ta;N{fk1wb?Lvn|6zi?^)@A$|yM;R@ zY{30`13p%B@B_UNA4I+iR1|6Yym}N#(~I#*U@h*5A*W9`HSR^is^GHVWTD(X=!Rzc zy|I_UIevy)ZWnyvgv0rjc6;I(XDi=h_cgh=!5Pm-^F;ecSuZA?UvsA0XZaz!KlaBz z%oP`T6V)I4nf`CQ5B_fAfB5g0|3eSID|W@ws-=Kn7Pb)gL+3+DB1x=NL-23@yFCc+ z^85Bkvr|TzoiP%J;xYS1;%zS(uSe=zugFA8am4H{;S4cFY@&0pfs*A5UXWc>CskYZ znZHM`$o7?fJ+@is1G+66ggWYLUYpPz`2h{0v*FTSNv|yG8F@-=rS9NJYr`_OjFrTtFiW&0rr`)oelWrNsIsKqx!CtSpSgYoz$6gOF1 z7aE!TU&l7F4Qwxd&dOl{v5)ODcdd=zuy5E$&=_Yz9h?Ar**Mt42GA<@9n^tgEFY_9 zA}2k4jlTwW;w?Q$4D~$gGhJI`U}5nnu`8XB z#dK%-P9Bq|We=*Ndr-7JYx@74SJ!7`*GM;0B|1}Q>O|klBD$kl*L?b2dXG|d2Q80eh8Jv$tS9ThBT}3qAgyN9Z#>k=^i6j9$KWQJzxMIl#h2u0NWq8U1;FV$#@;<+3_ z!|9P6Mi1qY2s8fN8%ZN+gqelzR9e5Lzn2fa>?AuVW2Hxdm|AY~raTJdjR86knt-!JT zAFCWDI}amed4H=cPvtpcXC^k_3#^9xQ!5;LgO@j0mc9JT;|Eq5-rg$2i}Mx1W7b~l zy53?P*3FCxm?Vp05gZ}g%7uOi+v&=(I8Vd`gH~2mS%Al5JQjP|#$j>Z(rW5Hhh_Fn z*d^wP^U&4kytTB({SM~RQJ7=moKwQ;;ntP|EXSKIgQAa@2|eUna+&%NEE)#^DQT?X zk4Y*(Q3V{Pc=`yY8LZ&*c!(yMN*YB1O@-+ANANkH3$M~#XeCSPp>Q9ESVN71{R<~U zEX7eFISJw^7v-fovM7BUs3a!(bNTuBhgL+!$)F^f?f3PUTYE&BlNh>|utl%ech&Hi zW%wlWgX*GhC-x8I5TB~vybCXAec@=a!g@y#8=HHN$mX2WcCeY4s4oR}=PVREAZdBh zKz%i`B(OSCSPTyo5ETo)nb5Oxmb_RY^=bZ}i3Dl%O zk3b&zuI+mt$`f{NS|E+?msPx{_PcZ^*pX&0kk?p!JNlsfL01YCCPG z%xq(UEDLXB~osEqCD9r{8xMTd=JPgxI06o?7tQA|<->c_RH-A1Y(>LT0N;BN_Ouk4?53ZE+#F-E%n41R8nG)v3w5jtD9145aGge% zlZP0l8(@0>%HifN_r2ltSb|rHD$yu8&pzY+;C7a+WpQdF=h*9P?R{%ckX5Ow`TQ?; zo4qRLERMC-h*cs}L~9y^Hj2uA*`&eo4`Op$y+t7_)4Qkt)`Lac;Ah?dF+hBQTQQr} zMyxlwd@a5sR^xo^q00(OIJ#5ZQ+qg$RF3e(1e~qrsIZvhjxpIX!f2@%Hj4YahI%!8 z-RT*rZa8zV9KpX2zlvQ$Us*TYzE(vZaeDD`*_jIxNlMQ(g@RB%#b+3l_1srwGrNl1 z8(D6xuztf|{n~Cntm|wFY_u}0-PUvKxYQz1ghiG`;&w_;e%MM$%Ci1-nYS?aEbB$~ zp9($C{-c{C)GGH4*DZX@ZJ4_TufdPIZ}L;wB#)wTu(b7={|nz>7tely&-4F_3w(#Y z)<16F<#+idTkGt3jPZ(q;1RA-aGhOGOKcU$F0zSXkxDv6C0UQvaURAa;tb zA#NuQ3oMHi6o(S?i|LUndUcLcdSZ^mxY@8JjGr}mxf&-lOg zZ}u+#8sFmo5?-Bflkf3YhOhH4{Uza5;hX%dea61QZ}SX)TDV_AmVe0p#@=a<4%zr~Im{4V%D zwoo^CJ5|rU&09rkcn!sSF$*I3#lXNeRZBl|wgsCy`*b7mEN&3CR$2aS&bc!GTfC)nToBwGQQ zFjsVDgV|bkhC-e^vf|DYTN>Neg9mQ#k`ta`11p=xc zyv19n!Egr$134=piWpQNq(ygS1+V|jyIw!8sF+Yx$sJYg!cuF)-ZTSs6Wc5@Nz@wt}q?anIqx~`5Q>Xa{ zvZCSfC8kQQhmN!vvI|Glq==Oc`DqqJ@d@NLx^5Bwluw3929piqsggY%nqViWr*F_H zwb*H@(=i=Sh=+0sF8~SF5L(BtiUWKR^9GGCd^a#Amda?wlWyU^*=4>K;%yvUMD+X2h61IfZfIs0g zsAA=Dr<*%&HBP!S9hIHvXKZ8K=|f0@J$Tr-ohGa~BLm6uGml-O>yYVgg?K%HhFDs6 zrxM}-R1_U4HLwvjLLKWf_?tJNSu$PzYv=V+ynCi+TTVQZ zyCI75BJHJ@-((Og+IY8lZL5`aO8zVBiv4gLj=@4&=AO~VO~10LtWLryI1R(ZDtb(n zAt&#I-?Ni!85|R5SqJQZ?Qt*M#&kBDS+t0iH{Np*s{lWn`N?7ed+{lB2>xJo_&GKO zUqD|g2xTY?5$GruV=vYrSLT#CK&L%!B=95!`Kc;=ju}IE`1w{~?X9mE};_N99o&v?uZzycV957iBuH zi|PD?vz>3}Noof#?YA>?*A~C#?a{IO@hjFk^Mw8R0N%ox$`kDKWTksckt92(U@N|JEi|i42HY-x8ak4yqg}PM#3;PN-gxhRd@A!@+V%6rpp!Zhn)%U zSX^X53;GXxbky<9qhnAv_`ay1g7zsm>Yg@vvXpXK*<>xhkd;fu^LcJ=oGCXXRKglg zHS7^g3D(2}yC&Aer-6n1hWt}D!o~cS9BO~f$*=BKcKhR1-rm%t7OJ%xj9t||-Z3-@ z7phh2fV*0i)v;y=PQ-~O6DH#75Qzz@uwJDmVaTWkEwt#U=izInZp_0|N_q3Jw0KWv zV0#mDv7?@gN7Od8Qcb}{MlnuxnV1p`U^ro{>5s(?p~-kWlw@?v!bm!PuhNZ&$S|67 zi22?CeMXfNGxcKKL@d+H%ED&GL98>%G#XKK7Ml$VWwVazQo*9Z<9ZWz7A1n4uxxmY z7%%o=ec8{hD_@~kXj|YFO0%2EB2&Lp0 zn&)Tuf9pExzW&R!xAdE8e{4zhZ)h&fr6YP~YzEDyLMol=yfRZYcUH$8q-p8^9ia^M zo^ym^;(w)Y)FE|PZFEKkexcl|VN6riL_N}vbTc(L&x_D}Dx>Dnd`eXdDHPM!UqnCY z#Wcb{rjO}f{$d*Gk23CJp1Ioz{hf|py~K?5O}wHD#Vn zcc3WZlV^Ax>3}>SKP|9V){L~L+`7GSVeP3(WRL7XZFM_+O?J=&jcXZ6HFa;gA_vhR z>ZYH`(KJ^7_ofD4zOi8{5F5RN_Jh7q+>8y-1M~-a7_CgcC>!ZFl81UNXjE~ zJC#a@qw7&8aahbh{(S6d@=1CN@E7CEUNhNnQZ2y!s;HP_m}?Hs!PuPBF^9-fxy2^c zK+ncmSU`M&`2xQ95GUhwJ6>;brV;b?e**? z)Q@XnO%v0^`QZ0h%xP=w558xWaHfj`#-~pf`|+T`bnz{|Z5_mZ)=4~$eZu$klbB?y zs~G2P!QNsMuEN`T7jDNt^<}*clVXmkx!6Is(F65GwFKLky}H5d-=Q%-t2A9v{HRvB z8LC7eXx3^1j>mDRU-q~dX>@0lH)aGLxfy1aPphLUsK?*ZgZdIp}Y~XNjzVtS@uh zmv9$5!TPg4tP3m2ma>EF8+IBNvNu^97SGDFBo?p_SevX{$;F&6gCC1paf?NWaXiPW zn|$iQDnS?4nZ;s%_A|T>6ImE0v5D+8*g;#^1~yS_U|nDv+ri4&d#ytnHvp*u>!o4`>7Hn;Bl%AwK7l_>Sv$< zyrTwCkB>{S0X(Id*vnpsFR6t{6h%Z{u@3_=LYFji>j>$?61tgPUbiv}$vV21Sw+U{ z{Mbgel?!!l*M2=*HgZ+R>Nr|n(u<{E&GAH;J=G0+2kvC_QoqwEIYRYRom86sT^+)o zAg_#rWQ>C&xDoqNYxhw&1`FLw=qQ|p!D>6*fSWK()^Nq(E;Bo}(mAoF?5b2X-ymt9T4MBHeM#pHl-=%BDY9v2#!R2~&)msRD|eEg2vPGcGtRE5;K;Dg5Y z;3BHB8g93H+!Qy(M0_kBiBxzd z9PGq1a0VWWGq8l7i>q*e&f`6}jCb&ZcncrJd-x>&m4H#E7r(*)%?Kn7HU^Rf76hUV z`DG|(p+L4&VHHdPN~1)?_xMrV;n}3pYw=p#huw4?(nY$s4!7Voyb{N0lX@v`!%Oi1 z?$9&(AAA;H#1{Z~Nc_9VXCOeJNd~z{f<}U=YJg1EIUy%>q}OuKH z^I05z3&o)%ETz(rOqF3IW>r(MCe+OEx&~d|Gf4%Wj3 z5i4&BXFYFWJ{)CZTsb9q+8=?<6#r^FYU4PIH5ucwKJvIm|K4!Yrc_RxFq1~=0kaRdx`2d>}? zJb~v$IcyIrL~VG?@B18G*1q_v=J>O-Cw2E3sJOwSEcU@R|U`g)) zYp+cAsEBnkEU2sZoXe*+s3=*l~ zF&-Bq)N4u+Q(*)QfZbxJsHr!LEg};h6baU8j+B+qS>K1}Fy2+0imL-)8tv6-SVq-3 ziWgHF%ylJx-PAN74TZV=IXLYH=y}?1q`u*^f)MG<=4sfCgXc6P0oV@ z#!wgvudH|8TFR0;bQ6eEnPnTere|Vpn1SomWxRmlMgidxQH=5;Rdj&Iw2fE0E*Q8& zbce;VCY@DljA`m$j-A(#$`P;zE{RKGE5y@2xGN6BA()L@;3tj{=lVK0jYn|<=k3wz zFg_P)up9T#ZCHc%L^9kHPX9ryrG}WB^UDI&%pPafk&)O#r`W@E10F@x#_FtCMvk{@ zm<4pWjF4U|qWxG_7m(39T7N5t+9hQ}9f1+pKxf8G{Om|`uUQ0JN~g7y{p7c<60U#E z6Z(R#fsW^{>4AJwzZO(yW^w`Km zh4mU4Nqglqmo_M54@!p7G@9AOc)DyJfInyg9pdV6nDK|NpxOt6se`!%p2#}p zBY98G(91ZsmcSC2&ptOvSEU^0eVO1|&$(q`21fb6$W_pQ7Q?p`MKd6ZcF9dL7cG|K zV3C|A?u(XUH_T*D%88wzE9bF9&S48+0d&TW^ic;(15C(5HaPX$%D@Mls&>!|ag*!s zOK}Dt!aw34@lN~=@5DX%84QJ7iTx@ZBgwIPF{(%funL7jFyzI&m`qD9v~$k5Co(|4|wKlP_dBCV;2m4yQ zo(pAZ8g$Sf-GQFI%upW~6+MkroM)gS*I_(@aX}Zeq+ouR(`Kj>_|B80x|<8t8C;|) zxlZFeRmN4=dl!?{ecWK4QRh^m_Z2=j!>u0fx;j672^r;XX=SF~?hAnzeNog<7ous_ zp}@>kQWwg=?$AzllYm#cAHC!j8_SXt){^VTmODVzK>@EO^v&<5wp@}#%ZgS(avaZ^u-QFFHEz}TfOljw?0_c-NxvRz43*- zZq*3rk8fo^e95+H?e53d`rtWlf38!l0^Z3d)&NWi8i)h&e9$n%&LnMAzhgspOK&@D zVb#XMR$eQQHAKeAY@QmDQYBxGO zw76}UQXW;$;s3>D<{kT7q4E%&q+}={3X43VJ``Xt?T+(A1!gs4F%~w8U*I;L=A6|7 z=E*9|K5mF9B(OY1VF--SnPI#%)D@}$TF(SDzo8^Zf)bP}=fE7eBppt9OYea_yy7|3 zbNyBi=9Mp@)|z}Y|DXdff>s5LrK91=@WnTkI;thKf|k;9%55EVAA=TZ8cnAZXsv!y z#f_6(wTp2dOW|reJd~4kx?B!UW$J9SgccBHHV0G2saC29boGX+V|p`O(0}WaY6wLb z6X}8NSoy8{8cb1FVKZ%`8dgW+inq13L>;6%uvqQqs9o&ChZk^_zOLg}9L`u_f7Ye0#jbl)A!wYdy)Rq#Udqmq@ z6~pTJ&hU!QGTOUl87FxZn=R3(A9Tod*|=g%3_I$2K`&^BFU2)9%W>CJ^$`xa#{1sD z19}aw`4<}MGSaCayS!g3PqfU2-^nZ9@8ll$Pr8$CZT@V>vLY-fd${w|ukFq>e*lm)_{RRJX;9_+}(t3?|&3{qr5BOT8o9|Si5HFSTRdai&fIE{eXvO-9 zS-V2A(;#=8HOyM+{^;9c4btCHUtNxh(+sOPb>LA#PhG=>^W7yw z>vJZ^Pfc{WtUpj4%5ERjmj9qNOjl+uTZ7K{`dRmV-_pd;vIJSnQcvAe$Loz&A%8SQ zQz3r^T49x;s_u2xJeUWi=`b_3raFo%<3`^Gxk~1ihj4)EuOe6$O2 zo0@6vQoUR=&HCQknBcmLckx|NN7D{iW!}g8cwD8ZV`{b8G~lqx8+;q*oAb<@*u;Ai zuV-M2Ih=E3XS2Qe%ySes;}Lt3J)d=Sh#HIg12(w*%CBY_1yuo0b&t!x*KVukg>1!? zke+G_rUwoTxoB_49%>gJ=W2Egrcl{Lu#(On!6b44<>g*j?6b%p#`R!xI>c!L$_ zd}FALg#3(j`j#zyLs-_v&EV&AovzCum z)nP1Ff}QlA@}pB-O~}sP7J*)fQ6324Yi+0!=7n0=hvrB(6p>!8+hJ%yHuCVNijh@D zz)CX|*4UcW_9C@VorLRRBaFb6unZo_pJ+Shp51VVmDU`*DGtCW)-z-pvJp;Uj<`tl z!#S+9y5W5B5NE?+e)DcvT4&)|y)aX~56s8rOEop%f|}q>RnuMf(6P^4bB~J3ei9G( zSNRRsa5Y?&G~25Eyta|y3+-9KrG3+lQ8)_w8MOm$$xJ~jl^+6P zusTLqHF2tpw5CcaLPb8-8ns13@uwIs&O>hzhZ;tUo!E?y!E8|k_A_UXH9Tq}-VkeH z4YS)zVjE0jKKmyO#O1IY&a?VED;C0hSj<;`!RgQx$1}q(Bv;c@SqX;YeO6$L#Z)U? zZH7&($y`Q_j7-#5)?i)V0G6S^)nc`13SQhG`co#h#xL>}mSDYP*)PRKd@KHCB*`_@ z4Nr^0>W9u&s3@S#4U~Fk;lflx* zeC(cnO)(e&sp=nbgX8)lz7Wgh3z04!Gq1W$HAN2Vi`jztej}^8)x#>!>M)Kgu1{Q& z1&wfjT^uSR#s5TZY|E;#jcCp74RjLcaRMyHRj`X$@B~)by{Q=h@v=>kDKI`WrFhC4uRU5@?wpTQ# zm*O1060gN8w)zQH(~nrMjiwnKv$w=eW)+*DyPVG&ZN8W<%E4vm%5giFf3Y{T2MdeS z0zS(PQ#f}`V2l-G#7HrLtr~zM*gH>&GVrtLBD#qlVm~H|f^40+VxCwaX5liu8C!xM z+cIz2EIPq&Fc^x$ERiJUh_f)4`<_^pqopjJ=eb2f3UkBfq6zEJ0=(i+ps{Eq{^R#) zDO!l#_<-N(HICt`>4NDvoK^Nn;R8Qp!%<>6``Tm}A*R46F&(_zd%+E5@Hfs*zlmNV zyV^j138E^jw}-<)UbAwT6OQ6!@hh{TM6rk8Z!@eC&0xJ)FD#DH6~=AhdWdad@xB+7>iWw!%=phMdnCG!p(pvIfW@FqC;$am)nmRW$3TFerxKU>NjJj+P3B`pOU0uoac$ z2ycK<%t!M;PF7LbVWXNTbHjR7jWtXGXoN-Ku>6*lP$|}RL$Ql$30tv`uF00F2S31U zOv1_fp|J#4U}ID1v;Znm49|8Rl%w9vM9R@cxy&k^!C^P( zOscopoYulRV3qA^Obr=L$k~zetBtHcS3_e;mrLO(Yw+syP%ebq(s_56S)5Ancg%+4 zvVt`TKBzBf&~zC}<6t~wr%4b&5u}LpCiN2xwpze8oTYlfGkk&lS+5R+0nk(Ob2td% z`S=k>7zuDub%9FqSBRG9FxYmWM&XQ__h z;9J=-Iyj;#=s3Dl9`cTybysv zkQw)KeAZX@;SQX|^SE67X*^~1e+wm9m|5pmG1eD7+W*;gR-Ticu`{l;8rvyGadp;6 z!sEs3bz@zTkPzPpVTdb>I$TIR`#vavwGCx<)u{aL1>3bqb z#ZXa>g5q42OW`_w+*p8%a4tTgAK`DR4;Ng^@K5GiO<{m_OwNLDXciomZ;fcz2i@A= z6xYjU*u`p%ZE%L`i*ABz_&msHjs2~P-t6xERvV)aK9>i)Y1V#kZ>;Tp!K$;P(GRbC z-^t&MyWaQmy?o&vieKaxnScy;0`@fqYC3HK&4xeJ*MIS4R+R3FKS z{6Cr3Hieezdt-r&#aO(hT45(?)Y z9IZ5*otql)URH#PFa#^YFpOcY?3K;oFnTzeezaa1tz19SJGqk8YAh8J3fpkaeJiT5 ze}5pQ{u5v#d!S7fEeoa^C9n*}%WTk!a&X40jFnLu(`hBG_B4dIRK<$1KVw&UTfM~I za7jJK2F4@o#rgT1N>hEH5A^4CN{|WMY;t0Hx_oY|bT6_TH55$?nMp>ORcW+d0=1as z+yMuNXoXs#!hKz>d+-&jR0U6G*F)whX4q2eh;dn+faYowU4v_I1IoDW!k=oqaSx8r zaN{nFHqMi261q&pX92HS-(FPrDao~y@83?ft!=cO3TOO3lm-r#Q-5_H&U4Klt){52 zbJ)O2IvsA(9^;fcrIK7pu4~3;3)uJGz%6Egf78G4f?m;O-$%~bE#w54jP{I_D?F#vmSr-B->kY zD|S`ea69h6cvf7y8GTfgdE4%(;?+*vg;C~wPj8i=hN(k1QvI$rdPe#W<26q*hP#en zG9JeIrpFcNO6G9`GZ~NIV^0dE;Cs((m84GLUH_P%T%IB-(Kj1A*r`UU@r(U?@F)3E zb_;l8ZOxj?+=^p7X?AIUY5x}1ikZxgYBL`@sy(<3tNJH;`uO+aAT>ypGxy@nkX=~E z-#NE4%WurDy))09*puHPcX0LKNB9UAx+Z(iC}-sC$UVU)==4wVB7584xX$|;Ut@|H zA3WSVg(n%QxPVpKX*`2-)M1DL7L(PqfpM ztOTnd6%Orb<)%*|dB{OtN(=ls*HO;{-OTP95+4%4d^WGHV66=K(VF0k*4e16zHJTg z-?M(85}qXe1C{qI*0+Oh2GylHC5PED3PTS0fmkkD3vj zSLIa$ef8{mc7By#MKTr#7f`1%HL#Zk5A-bzo*o=lB-)O)bEww7SYL#SP-W~0)hJ^W z>uc*9;A@car1QMf>UhUTEDSpuR^RIh${qBx_hLlT@H^grMao)t7MT1HNos^%# z&dSABA8$YJN^7|l9)3p7vrfwY0{{U3|4dm0bX7;Up1t?X(QA>Lga{-gIK`z{kwAh3 z2tj`+5&{%TaHqIKpoIWIiUkeDrC4z&))sB~DHMtpEnZySKIwaFz4fg3 z<@@ff6g1pZqSPX@YS0pMsX5T2qU>PJl1k9t2Gt1Yg=mBO zu@F>&k$N4yzV?c)!b;WBK1+AuF6>eFAWkc79x_MZd)XtnqFRUv%E2;hphC6EE-#fg zsO<`OTP!~(`dRRTIV-f!e7+|^e zx1qPpyrIQ>rD>koRWtPUG(~vx-ZZy*I)v>uCkD;tRbOTn2ukoA2;C!p2t6S8g;w;8 zF!#w3=A*!efg3|#1-=d(W|r~nmgQph$_k!peD|O{C=)$X%_DNEImtXE56L7?k|)jl z-Q75_xLL&9?#`5PW~R)PGi2?+t$eoE{UW5Oxzl~YwZOQV2i@pyAv?%O_ceb9=^)mf zDpO^CcL%xOaNt~9lGi!zH--gV_NN8{Mp8H*J`7I zY#`VAKZnsG5uRZ>o)v3hhqeyRi?P_r`UhUad+|Yh06+onf$%;)gLgs$1KqF(rr;fQ zL2Q8z>?eI`y@-`tMF)_W2HQntEQY&89A3aecwasgzrzK%4j1W_sG_RlGyFk3z!*ZP zBVt5b5hcRJ81By&m&8Cw5_3c&u^w89jxbh8949hiqL?TGp$LAif%w|@#6Q?K(D&Nv z8?o7YK%N$-#VN4@&WTmfnub!c{7rZ<3g_rH0r1Sl8~h-0zll&7B1_0Eo~`z18KbR~ z(KG`}Pzl;Av!D!BqG;`k?1~ZrKZ2X=xM#bubpD z%6Js2CXB)wP#tQ(NURPca5r_*5+MQVKz(QcOR)uP#L=?8Y$SuBudInZC;K!4EZyT-?LOz12!Vh_13h%~LezOh=G#DlR z5Z&;#_zXK!NvHsy(f9a*)(RJm5#xB=1Ti1VV^6FD$Dt`SgXS=vcebBs2mM7~Mj5oB z6@Tti_JcC^Y~>D_aauj>AuI zTg;bD@RA+_F%S)vF`Vy|#qRP8O5l9ikz%2f{+B9j7T2O^vrN&l;Gir?KgoG;LLQg% z;bgA;?W#wOi8Hqess$}JMtGtFm(mKxQ)?BiqN;i|#$t-sm(emR6Sy^Ce?V_})wmzq z-+P(_x>OSWD3AKwYSy9?>#HvnyHjoD|+xt~}yAGqe?YBeh*y5WazE&q9rmHg%dF}CPyqe{k>&q8n*%X5I z*Aa0s!FGmn5Mn#{xBoR`8Y7{ia~5D14wYKZFUyXr4n^{Lg}m+pIR zZSbe7bhXZZ-dgJqjp(i%oVV)uI+guXZu5+e>JxTVjte?yUgP#(J7gXZUwp?((b%+8XrCydL&OKJ>hicY^Nbe;MXfXpxsx z%RH^ZXM}IC+OyXlx4Nh;`mzv`d!p7(mc(wdFC)R8 zCs31YG7GD-&^*JCXZS zwq>+Aq$K$yQ4*b*IUiElOM z${u@z^yr7|R=7^S)lzW2UDr&(<+85%NPDU^!9>PL*l)C!O=V-q5sg3-kpZc8v&dfd zaW(LhHENAI7?Bbk>Pu12y~!#oys27gHC3yu=Khvyy|vz28lGh}Q1zKhWLRgs)2sxQ z-(SYR$VyhDiYBW%{${GFiuaH8cTr!c(^hx&rJ4|4MZ;et5{L6OQA@45{uK4l z`^ei!HRk6#cPVTD4LeEr@Qe>ieI2yM|W||4cm$p6acndN7M9ldr7W;;pLsS$(Za zYP0t(*D{WV_%8B9T2WZd%`_o zo+$xiXtedGdsFa^;QrLgO0u@O>s$4$;D9r}?rz&^K`+fD%ImI8e}z0VQ|XX)SnEim z-0i779nt1!H_a@q0X3i~?WAj_zEGclef2Ilh|$YjD6d-eWDU95^@A#??}TgG1egF5 zrAyQ31CG+)8(+z{_yR}3Fh+m*6}-f^I0`IN(!UvK6pUmf>I0xJ98nkXXY2xtRkB>6 zs>p7T1|1=lu^*%5cFf@#wACG`hT=8Ouq|-9Y-1nO#>pDEMf*bABeCB1V-AYDAYY!ZKREK0nWiPItQ!iJe-Hx_9XKTbJYXtpvpA&s$XfN_Z@wJ4_wV3 z>mT5*dP=Y06}*IGdl!N4F!=OFYAQ|VN_xqA2r{XY3eyjPOP^yr*U!rUwOd=yJVRHl zNxG|0JgtIPGKE${4x_6UO_7Y2T72L-&{Z2+4<2hXY=m?6Ca{&I+-eIHRs(1^^ra$d zJ8XlK{Ja-(B{ZRAUjH4QPmNIe9Fkz2$bvLcPE6z4Rgf$HcAoQcBfxc+;*86osX;gB zJNpJr_I3%nLKnPoM*pxxSE&5dXzj`?Tf1r)(Q;dGOh9FE8w$%V5KGsX19ZcqocYs5 zXY9cB4k1x2biLQ_=$G_aq369Dyko*D#yz8_jP2elItst2D9YL~ful%zCRqg4URFpe5W;DHzh4VcAbh|y4$`AaF`ms@DR=hMJ<{^eZx61e{TWli;z z47|&2O??qn_GeHAWm_dYVY-7-o-E3ugH|g~NxiaXd%#qhO6voh5gC-9<0H$OYlVBF zJvjmSJRV)@!|9DSoQBg|?Tt2!?z>-TgE{Z z+qA|{;1fv2xs--?RdG0@hEYxIz;!)8^r!2p1hmCUfHK$>XlSTow1-)QZ-aSK|DfW` zsTiUjgnX~xcg^uG!9T2n)D8N;Li`D<%bRw(Yc8xZXK1ToHLQUM>!LQ;$bnTbSF6wd zy$Tj-OSNw`r?(2ew6Z9IBjR6-&>k86IO5ag6MLam)78MNpjFp)%iXdy^Q1N^gJ)jK zGnJCnVHiz0#sp)q{SB;;yRC^ZU$15^fkWB>t(tKLs`4|B7+avewF~;tHs+}gdeAzk zO^cvCO{PO|7?RXJsGb`?dtm4PqM+IeTOpF8Nptn0p48CV0fTr%S+$=z?>^Yi7)AYP zCsb2MVFt~npI{FCm$Sof3@1x`Prt)H`d*!++i)A4_AfZWO#e82tzUzKG)7;d_Rw4y z$2#C6zEZ{IZv4fvOx%kO^58dSv^_?sN>tspjj6SUfjKe9W3!uh#63s7m8O1-VZ&=|jwsWe0dKqS`;3ur4Ts4Di zYz)b)_);KB-qjA{L4HmeI2?Nyeh#0*7Hkf+)J#m_Pd_4OWHUxn9^V8O<03q**N04; z&EK*GDDPxBQH})%MB~}-r^5hqHq3@BC`OGnXU}KxSqkOABl$?K;2mBLx8-suXRKnM zT>&d#q4r89b4|Z3*WYRVxeldPq_JZdgi zq7(2lqb)Ou44xtB2jKwZxYIeWZR4u39p)LkVL0uBA#5epHt0&5SylcFC%F9uI;k|3 z#qXI#Kf^rw_j(4+piJf^v*;H%$zu+9KXC2(R5?$nqDFA*WV)fW7ee*Y`buU(mCcKg zuJ5G1v|9ZIQ_Qhis=Q$zQV+mlt=}DgWlu>{-DGPzpo)Q0T|)J*Id-y{YvqHsln?Sj zbzDh41$T+(GMf%Su*&8* z_rL^^!D@A|cq#h8P>!LCa2XbfT|A2L%QTC*p~?&h24(D*g|r`8`kYt+=ImWRxnP8xTSoc+^MnQM|_w@J3e(Kq*831RXSR zp#~1Za}fb$Fb`L#29yUX@G4Zp+L)i2X#U*Y`B^(cTjW-{CAQ&dxFgaa9c!U3@=G5x zZXNSlFKNAbQcZGC)d%af%?psEpRi`Lrw8a0X}NnX)HCWDsk8}x(zZb~d$&_ta#gOSHy_C)YDi1rn5zKms`1P*r^-?Ak@a&q+%AXGM6uHJ$#?WXzpq}yYo6<$G}FEh zJJt8^H+%%{dM&U_9;t^RwU!xBe_l1j@#!BqR{@oO=;|TFVj1-3`L;ORrkSV5%8KMSG z7c)gcKARy*!#puhED#l80r%%{6#a|&q7P<^u)S+e|alP0eF5-7o8CSp} zW=E67a2UcdxeL0B(snjx>qA^qT!EIQf~UD+Izla9q=EEZ%mV8xQ3l}ijp<8Qu3S~zwzjs=EbDJ{nL0sdA$>i1!;{sZ%t zKVT-;s6XI$*vwq=BI6PaG|#Hz`YrV=S7E;4y?Y1$(A(UegO_m5e9Y%BXsO)kcGCp? zG2X^ra0#>2VvcHuFWkT@jNb6rSw&J}f0^XR{Jx^sXEavKiy)aQ9@1GtRk0q$aJHEY_G|HSnQ_lvZ@f#@KB(ZMP% z{a8$veLK_puQ-t!dX89A$zAmil(BN|V+;+PLbW3}8> ziexyelLy0at*<=iohVk0`EZ!=#y85ykA->e#c>?ZY9+7BQMudhV16&#;a>Yc*c$8U zy?B3rlV@dD{6&`6XPZ&_Fta`WApLq<+|R3+h7-*E`WL*8y*%A`JX!UPd~5L$Y=0M z+{e8TOeI*G7KC(~F50ubl+#2Ve28;J5hw}YijPd^ZRS6L7)@?yLBr@*`GV@J6075oQ2R~5Bw zR1H3Z;aGz?eLTcNEvOCgx&IN>f||_h<5_Ll+G{xiM>A7#L7EDMB3KA}=&@Ltim|E; zWrT6%u7c5AN28gaIsZS@!kT=(NX5W9m4x$D6Do~iP>L-aBDva!bG@&GQ)EB<7GANw z91DBJ58?=BKnAbzX($I3;S6-Zf^sj^#u{N20+Z!cSJ42M`>x+`pL6{Xb>8=zuc&{7 zF~X=WhZ+xKdWVgVtmF!kaf~`fN7vQJ@xBE@65cqg=K-Ih=72ID57Fi#Mlegh&92EiqWW8Vu{@t z{bFKFqA~VZgC+JByT;yvy?2ehVGXu#HvixG&D-~O-+Q|=_ug~Qc{>Li8JT)FSS}Xn zo%vnyRPW1gioxK=HLIL4gU{d-UzoWmGPAR~R0T{~-FhBzxN^%zj zK_VvMk1_%V@EF)9-qC*68iVLB_J8m#e1`d~79C^9*+MwM@>w-nDgIVRXV_@`1J1H@ z>;k*Uvcv=Sl$|yrArflhKsqW~Vo4Z9{%sp91z!a0zz)y>{xLUW6yJl{kdOIz3VT2g zsLL;4Q=SX`pg&~sEPe;?;C;-6Yijg`{h}}A{)bx_Y2L)%a0%CmFW`ghCq5T{U`r^_ zoATy7g9n07&E>Xy$zCbE{%`vb{$(%V4SU0`2~H9u1d)H<^Ti^ZMqBU!d%%w3Lv|Ua z@}U&TkFbrr9UfxCs0J@E=g9A6id9uBr=4(j!2uyN_%qkqfVO<11=Togf+|!=Zb2_VS&`!~O?GWvw>u>`O&}8i<+=7F28*alt3U}4m z=13ByMNjkpXfL!72VgIZrFvo)w1bzlnm&fA@TInzZt|;qJ@v;8Dz4R`2JEF;Fahg8 zZP-sW)bS_s2OJ=0VIz12?%) zvc&IZ4aW{wInmlRU)vurUK_5x=3i*7>_OPt&e3wTEUl^?s&z8fT6z41oXwl!Ke7Qf z#8~57Uf22v=gRU}#*vK2%^2*fhhsQ4k_}`i4lxHBmmtx)3|r_jT!F203ECSs;ime< zx72t7=e0Lb0K2s(aE+eAQ}|0eCj75g#D3bTU8U((0UV|aZ~^Ah5Rnga=x>-!hhelB zBl1*kpM*Thqy6?tHN(Sj2&U40_(%6>dtf)z6a(m%xsc|mYks4Z_Cj_3RWnB%gva^` zb>)1rjDF$-^cLl*ms#J@RUQ(9^!>QWJwtq~e<^-(JaIJ<1+M0zg({nA=6w7XkJvw8 ziuoOei3kxU=4#smrfO5PBIbPiM=dYlJFT1DAG5Rp*jA0^_CU>J{-0(FQ}lIB$GzS^ zwM%wAbG`O6W{3^e1-%d%9mUale?kZs{b3G2#?xqm%Kid)39sorVyFQb9>d!0Vioirn#tyFGTw3L^JZ8DF_%i)BeUNO%oAD;RtK4p`gw`|z z>Keyb0d$u8;H11SPrzWYh<*`y;s!8xykjn$GZsPyT{qg$_l_0d5G!B>M4GFiGj*cX zP|D7s9P)`^u^NtpZlF0s)z(~a=}h0v|K!`WvG7iuw_ai~t0lFjj`|;}3iiWi;wPF# z{z&K1P!TFtfghddpzKO(peu#wDO6itGAqg@ya-K#Nzm4arzu)lNYJuz3dKSbxnJCe zSL|s*f_E@lVMkogO|7+huMOtOI*wEooqTZ6u8_cfx(S8nS5>bR<(OgG~Be#^A?NU5N|F`j z4=_<7PX5ZL@>e(nhQL!C2m>L9KhS|jLALR;V!FTh0iLS9zm(pEvTZ*n%YpeoS=L zr;GM_UpqCpvsN)6Tg!J2!hzUFE;FOCheyLGU6+VbjVF}jxCf``9{i}7>Np&Oe&QI+ zqkduwU4@B?>D$m^XrwQJw?=(B!8gh_)YTzHOIjvt(*k(Rw;7G8F}>i6ArEfwn%>5q z!TLzMx4q2Pf=1d+^mILxUk}-5O%2>?t+u+lo_cP3e$4gIED8WTV({`jh!_gv}8>v6kwCt*I_w53R%o+^>2EaG%tmo2-aA)E*!5@9-!_ zQ!nYEUtqEPl6Hcwji*3uFZ@KO;VW?p&M2(Mf3XRE&x%1J_`i1w>j2{@gpz^+WPj$iD)-Ak+tMu^!<7_XM*UjU4Ef~wHvT-D}wz8^BHew8$ z3awMtZflGFtGec(n5rMcdEyw(5l2-VXQ;hb>;qJT39JRQV~1HqcAZ7TP&S;6PNb}PSZy+?vO`E|ymyX?c2kseQ?gOc=^8;KnR3Fs}khmQd;Bq1_G#&(by<2C&K@*lE+g#C8*3yrqVPO?n%Gq z?GFPqCPx8M4cUTpwOZw1Ew0f@(`1OE!`ejH#EbfGv0@siCd`bkQnkoAD02&+@Fh{Eg~gw$czCxDRsqT%H6DsKdrFopqCin8Gf> z=PVx2f{tsUCz-0-R96~g8C%b;<5iqVeSqi)`q~x8kL6gp9+Vl=5GqUozY9(%6xg z#c~Sm_(WL-JMa#?j8Znq_%kxq!@pJi;9JEmlUb5tVkbQjLuEJB1D4~Tw1iLAp0S1U zIeX3?v5WACU4e&e7v56wU5EYMNxTb`z)02m-JGl5FW`lI2TU+glw9D35DdaVr4h=i zPdNysu}VQ_6}vOswyMBj#bVW9Hg`f*UW@lsilhOi8T*t2>H-I_D`Z0sEEbimiZsWV z1+(B1zss9aGa{vwg2flqgVuo`y{LqEBnQ)W*a0JHf%y}q7!yUhwS%s~*V-=nTKnAC zP49&hBX|i}l*e-qPcSufa+M7jZJJ!5SI=g@vGVL2{07J37=_PyZyAJ}T-Sns;$vJ1 zI9oq%calXh0xR-N*~ct|LMl{h>8;9zXY>Z1i}z5deNb#uiASIxmH3x>5%pT0C-GXw zU`i0ZDb2J*7IjbxElO-qzkD8K=&PYUwV{=8NcuB&HTbncSEUSx>T6*wq#8x!co+?m zD!9H?v#&0zP&8WyWw4Cm(+8M>J^2ak7TbwC#5;z{!M3FtSPv%QNZ7;LV=m3Z%PdF_ zh4N_V39z5frn*oUe#8PA!Sh*vT1#hOp-|d|rx~U37rY=Js0^I0l=W1aLw&IlRDpEp zkF_D6*3fRskTsyDLP_Nm-&0%B8c<8;J~}D`nZZ`WKr;=}V2_@ms^BM_jMwN_tR|LY zjMf_tVrS?KdvPyL7CSMJ+k8E4z%20NPo;4zz7MNw-7!Zw$L4l<8O>ej!p3$WFJ;@@ zQV?j{@9DJlgbL^k9ip4CLtLN-N^$+Gb!U6cx3ar&OK)QgcLh>$nJ6PeE8|Oj0RIS0 zYnC*P$$X})gq5%|&X%b-M^?a8^mpeLvIvG@Do^E6e6+`bVSIsJ5&hT*Tc9_Ch+o|+ z%)TNG>njEK94p{(NXPALGwTfN*m%{U7GibLhN7SX`jmTXfF&RSu8QK;e0-#$^F74U z0i~}Gt9mafpGkj3wBTE?1$_d)vsTbXG57>A&uv_ma-f>({60XNUw~7hH@Ue!#;vc2}yyApkSan#$K2hFy zANyG`=0;pi`D*s>NGW_s=N@RN->0ASA9(^eJQt}UWXl{r4cEbWc1~sKWW2<-!eYG2 z*1~sqnvKLO>@s^Heut6bSED?<;9ueI5XVR0Vt6YS;5K^4-YDhq8tz~w#_NeNnnyqj zs*HoU{|SmgzwmDq)2!r%9;#p9=l;WEZ4hMhfiQ@l6X{e+RYpS^%EO>B%}_o+25RDV z(Gv4`CN{+{sW_B@BseKzRKKdmp!E6{aU<@0>beIl)kEPV%!~YlGPztJ=!vgY8_qi4j3X6nYp5)Kq>VOVC%w7-OY9E_AIC=w4@gteMVdT3P;s z-iS{M$a7qA)HJ3=)lNIAB}bpB*T8qa%JJBreHUWy#xC=<{i>C{+}AE;rEfuc)0DTd zdA{;SH&6R|jm3BxPlsepszyVM8pb4FCA*C4Tj$>xZXI##KtI+MdB*dc*Lf}boY6(Q zY}_*b<-_nB?K|`d|5&6g(O!F(VIDRUYs~hdi&%#*Je#ne=;)b)*`E1WM?BTC9DB@Q zJzHdp)#wd;XO0j%a3>0@ZSZXIH~ywn(lP9(J3=?&T(zGr(!?C}qpIkvAHf_w-#tSd zjCg?e70!wWcurgtm&Ic|?kpi)bO84$j1%i|DK5k+;MI>-fqR);FFz%x*@m_SR-rz!a$qHjrXRzLsF}E^qU|K7+E%n9q>~E8 zTOnkWrI=IcwO`XcU$+fsN>#bk!S{qB=a*f z%a!Zx>uPBBbhR?axJrryVR*9iPxUF@j_y|Ol6s<^?QQ5zahGui>pCZnI^(ajLQVGq zXZ(mZAaJL(CU95a2kV9PhAvq5m1Em%Pa>aLjHCTtL$2HNv}1IP8o4G}dDeA`314B&40%E)tZUlV zkV5UT_Q-mv%}+?sbFEBmnzON|rG~++JXxMMK}#q!coq54N&8gOtwJ-8>T9W<`q~ob zN(!*DwXM`X^s!?Yy^vQNj~w3x45KyL1PCa)*L&0JN@(qMlrYR`#_YImaVNtQjX~iD zD%37jB%B+jM;K^K`M9W&S$|ncx6w$ z@L(e))?uVq$d0>OdY7l8;fu&JQX;wVxvL?PyBm6V zVL)NPTRk)NkAOj8$MkMtlLA_W{SZ(m>{-mjfIrGVDLFYHC9Hoy$*{fwcgvkftQJ%2 zBTxK<zk@XLi>EbJAPxi%DwaSXBT~pfI(Q)PCj`(J!9P<5~($zlf>uPt7 zOKi2vx5-y5?(39J_Ux4IwqA8d#P|{S&1Di?kWT$* zD(jB3*dV!@mE>1pJ%7f^(_phHFrKdOReI}!(HnY$TTX`?{3b7@&x2p25JQx@JPG>* z2MtZ)^cwEr19$}2@B_Pp4dpi4L4VN;C`3Sy(3E>~qX8{N1L|pY#~{0c@^D4@Y4(Dj zV1axpl%zxK5Ss=^*eP~ip*F9}cfoF0heu(Ac)*^qJxX~!QEqA{r|89*r*3f;N?f15HGkAYAG#)>cqg@#H&r(sn*BOG{-7OGzTSm~RF z@QL!1OV}w$XI0n+_OZf9R$I|R9i_vzshIuA!k_~i2df~LC9$aRR*tL1e-5i1-VuVJ zEelav=_u>Qj&AVVz)|6F)X6!SC_3TsD2cqB%Y*lxf2rlfU)ZPI0C5z_+SSJ`o zgZUD=3J1kMbdT%8|4&SFtpeS*!ys2CE7k2X8bP{f3eV}al}giL9@JL8AxU2b(~Ro; ziF_g7vzK_E?!qm&0#8|i!YN*eFF|Q3Af=Xy;COo~?$UIQ|QT3+2?9Ca@1Mfl`HN8P;FS;Nc&30m5k}Vcd6Un&IJu7)@$a;l~R--g4^Ro3(-C4!1SfQD-ifvPTaLMYQY-Mf= zxnx~c*dEd?d3K%tAtRctD|W})TI~C}53N_$i8Qc96)5w%$2;qc^_G32YVS7tBKB#q z*~te(Ru?-_>_dnrR9C8&z@{?XHez|~ z^R)NY+mQFxxU}<@BW<_kOg>q8xAm7*x7nzW9o7zuC65dl8M4zFt;SC4WaWL>hjDi`G z7V%5q`@nWMm`&AyP0@}9_j0Y(Hd$w5-bVaiOi;k55$&v&)=P0fw6)qqd>LHYDi&~N*h4IXJn+N$%~jY7g)KT^?%ck;bFEPIe2yX0EA z!YC_;+aXGwlr-wPPB@|iH{wtcsCRcf)T)TdI0e7QmsUOOY-w66Tw~35560zovUnz+ zi8 zZ7ms8w1S-HsUT1Kmiy-WRz!Yem$Qr8iJnNGl(iGA`NXOC8G{6ZyKN8v!Z7B^<+I z8uMHBRl5OyS7c0RTF^&)ww=mncqh4LSr_Rd&5FN7SxNVt3!PKxL4eDXu2!H^=mYbS zIn{Z~JZje07SZvb_Sz`_H&TVLowSquPeU@S-cCojZ3`YB5vk%F_Py zg&kBK{7+`;z#is-ovIpY!)lt!k18)yzy`5Y@l>t&ST+lOWIwV=Y!SpjQ5eg{u~<9+ z(^*HJLSM*}d^S{9JoSh1Ewr+}lX-MqGwgAm5`m)~yW|qbcphYA;B4Lkdl-X^=D3jm z&YNL#EahyEEpRDsg+;`2ZMtGDbd2{b!Ax=6v)gEFkHFE|J3bWsxNiJq{KLP*>H$}s zk->NQw7~xd00960Jedic&DH<^Kkwx%pY3jQXJZV*kgQ|Ll5Nru8e`vSWGTCmCA&f; z2~kmm?E4l%NRq9gQIvd138@f5#o&K#{T~1Oe4NiY_p{yeIp=-e@7Mct&-0UkFegck z<(((=ld_{s#o4+Mr(-!RjYaV>uELFFzSoY+V?VhfP(_BZlytDA6U8i98k_P}ry5qn z(vh03WB(#Ixt+0#AwWAb_J|2^A3?elp;zq3X{u~W%b^3+ zr_)@IGN~SY07nDg%8y~T?%-^Pp;S@qggu6h37K{sy9IWM>+_efFfqfW)>=;U2m+*WzN>NjBsL+)buoB>bW*i+glif3M7R*)D7M zz|yJ*UUJuSp=^t7u~3FZbv;f@5D5ui;+OcY=%vTI&7<4(A^ov?4Ud?u9a$C*h!tMN zpe0_$DdD0)Ti9ZniUcR&BrF@9N#)fn8tKKWSLu+RO#2{Pd;!yFzp1BCw&>)|_6CZk zYH;9vs;`#PaIu6=!Z+SY_zwPOI0OCEU={USIJwE$_FC?M9q_QdLe0P#_=DHivHcoi z9xlWNqI+Z!F2bU|@9$J^1oky_(R>y_1B7URu4b?D@NAsWhMLreYB^zO$ z+Xmar7!*Vz#Y88oJl4@01)8UlO7Pk0{N^DwxI*RVH_gi$aOuHZ580t|&=a1kB9 zg}Pz--k)#cF?S@K6|r+x>z!gC-0+Ts;=S+rm(UEmFP`8jfj;!Ob6nOkB@pgM{b^A0 zjnw{}497~p|?Mh&xJ=B>&WxR@Ev_HZZwaB{^}lDR7!sg+aV}QiB`@hFy5I+ zpTT5mBQEP%G>Z9QS0g5=!&<4oWw|Nb$f$1)ZwZOt`J@fl2{RBtEjgbdNqG5dqd2roTF)?jnqhi(UY<~8~5z~8uhR<P4{XFOTX;t(neFH~w=?I;`=dMtMbKx_)r+N))d3C&d&fBnu--X+Bhkmy2!Y%O-1Pk;y$PupS6q64{ zqDN3Ypq1tkSH_1z*72dOQmiIsxCf>(K;(AkWs^FZEZ}`s|Pu7zT z$jtCq%8lO~dcn{3TZ>h=3R{c+>ZMMsot(4@dx%ZA89Rm!`1^4`9>(Qjw#W<>I9srf z_}u9sJiQLr;WB42HWZ8SwCd-)hj+Z2-fmS^%r=o{HeU9MMBc>;Vu!LL@8eOG8F|s1 zeMyz@%kv{TNe0+*`p4gZHD+q#`*Ii?inOO&2 zOy;U4{v>g6t|%+Y2*zQ&vF1r$BG!}*bQGU;W_Vfrx_q8Ha%-*>?8qPKj(ox?kKMRC zr}>$F4XkPW;8Hn+U*J5BwFmJTJ(!2{ZhMSV%wLE36`;QBiWdPA8<2!6}Q25_G;efcErEq zGO!;9;``t_JH-=xSNtK2NAT~`1G4bG_|tv>*IY23&0&QOlW}WkKCEx6i|+4KVE+wQ z?AVIGFYb$b_W!MaVX+-36qnUM@Q+!kyP2-_$7!3tPT!Z5#y!1;IzK6$S47jetyhGPrX0096}!a8?GtvF@<-W9 zT3{dN!ExK|vT=)3rr8Ji0B=v&DZA1Rnc(b{-Dsywc5HjX*bwJhUfy6R;`mf%Dc?YY^n%0%%Vk!#o^MKU%NS zCJgX#>xT6$-n8zaPY&3IAXLC^^dgmqfmjP(z+APNu5pH3N44Q`Xag&-4Sa&RkPCIW zAM`h@7T;qZSSl7d)x|#i9slsy*&+AJl1_Jemg+cz=!`roGyT@IR4$e6Xr1gtooTCV zn)(do(m206T?)PB_og|14W~dJlYMBe%BSNA@1*Ub7@7LjP-|V(Zd7!sU&NlyRU@?` zsdk$E7C#lKV6Wij_Hu4x=arsW`Z;@IVsaoQu!Xmj+s}(jH#bLXlwQHh3|nkZcp@X} zi6qApHKWNvDH5YnND**6Cp|ST*e-cMYIgJyCn~BsYeYM%J^<{7`r;o;QzB+kMSO~C z;^R1y(qSBJ;#{l-^#ecK&8bzWlUfp(!{_AdZVRj!>W-b_r-;WyU*}TvrzjQa?EI7* zDxM*#h}pp^W}6{$osXlHL?tmbSV?qsrUtt@sl_XaSx(LP<|5xIa2Cf;tkWdaH8f0I zb}lO>n7%fKXezn z$Hj3`AhwnLTC8-J6$@e=U0H@O!zj1vjxX=3Khz%4*}n{1MJ%pt5EtPzEsCq}Hpl8F zcc19j#g^QH%i^j~A~uq$hr@R3Iar37a2ys>4cIMjLk`TLgVq%qfL~dU81GciMD^Wp&RRl$ zSVKex^u((03Y7z)I^$kG%zf}Xo{clHt@sdI!Xm6eK%ZcFlz}&z>rx7>h z(*HhvIxf&{c$6%I!(}8G_4BwE{;sd+5nKn41{-5zY=*P=d)X9Y%;L8>R+^c;Z}b1; zOMXl-WMX%>B`)NacwH{$!*)CMEB97Iv6ITTFYyI_0o$t!JUy=noQC(kX3jR%#F>rd1p7z)?7(yGLQ#N=M0NLheH4#kAAJnxi+XN@&_;Y* zj}le%Q1OCc2QKjQ#C9_(8D{TfF ztRe1M+$mmihX+>bizaVes}G9{cmYr2#rUoEi?SXK^bgD4bVT-|L$acCL{@fsQ&ppC zzLwv}e$>y@O`X9sn9j)|^a6e1@9l>T6U+g{xcNI@0y z^N~N$)UkWSt{6b4<&F4HQ%~wsdH@gLu_=G1j1R1~e@H3`?H~~w=&O9nE-fF2I)=L7 zh$kW4$uTzF5?VuLHItX9S)3$;w47t_L}tM(xaGVF|1lNn*walt9g0#}ie-Vz;VD`O zi{KJ3G3_?A7B)=y#ry2wH-#F5S?BkyvK97Hdn_HvW8g`DbSXZAsH${Cp;tC<3!5wo`regkRQui_nBuML{X<3C5r73 zFE)Vk>(Xp_ldI?~>fzR>5_+%QkQPH}eUYB*P=X2$9c+wSmAuNFL zG>N`|keW&@#SA(M$BYg>3~((>LxXF*H>ij@1T(0k z=q|oA=l`WYq~mZD^5I?j5^}|Jq5$4?R+({WXFSbj=w-?wxf!afW9F>q#YtzXI0Pls z=kPhCi_NeZK7u~9$&B7r`b{+xZJ|)L742X(wu4Th1GG0R#-Hf}JU|Vhq45A|K$gFq zS@0FjGchhIQpBtHIXwXru>r)iT5YHgXZUwn1veS}UmUto1FVbpWF>f$sz7zaLUYbA z9FE0RIW-uX^DZ$M216di^l}fAZ485wtN-_w<|bZ4+j$PEa{j;TVy<`~=ZIc# z$gHQ{P=UX}0nmt>sWzMkJ48R|3twUh-i=)$#%|n$-C#R@gq@+Y$vamW-`CL)d#Vn` zHrtzWo7%ubqb6>f=g2giP~@yJHrj)>z!+XB20=CthG8%qemAOqDD)D?RZA%0FEW0$ ziC8E*ntR-#7I4{k?`E(77hn#|H>Ek0z!NwjJR#i1z2oe7WV0BW(!pILvfb06C*2#N zo1xXBm3y_d5Z9a$;)?UDu5ieRqUr4PTjEH8@h-esW7)*DXL^~(f z491JfPO?Z8PX_BG$CQL8d{NX1ie$t5)H3b}Yn`>tN~Eil%G=;M>}M4HQCLFz;5yF1 ziC8ESnM=x=yJ_cXcNZ`KuP z&FieLu)#Wn17Vx>DlCI_##ZO!XD0gnX#HfJv$h(Q<3mLXLk;T1$MhJOpk4xtURSo9 z1e4&Lb3s+0ihhBd>crkHeFl5D z4QJqT;2kkb?XgQ4b?cbO2$(26|AMo_____UFAon_!it8g;s-sQ4#H#_L&L<+l&{W< z^P&)9be84lS9Ofvv-25rO$z9`P6gvZN{NpkMsMn2ylW1vfp%I7Tg0^cdRPzb^%D0F zUIgWIn!gNI{7Vj1^Z)ZJQ)Fd5Pqv^HkWI^Av0<`Y1oPmeTFx_J5l@3@kVtPpLpzRs z@)vN3LUi2JZ$cXF=1;j2Ri+FBi>JgEQHI|1=Q~}*I_xMOs5Q6-+Y8pL*P8FX-hjC# zGSzdx!6|`H^sjhAtaY#958|e#M^@+YI05s#2XP=?RojwJ zh*j=wyp1>XKX_H=hWaOfw>X-muerC>KlEGTL#2{jFFncAo|c>x(&ob)7YchpPjNiw zMr(KjqeZz-)Q<*2fsjcFxk4z0%L%%Kt`L2w9;o@H8Wg=qmuOk=i2G@;K(TppL6g+{<)cT?rP_byM!T_uWX6%@w1mUV11$dNledw=)@Cc`nc0b;;x^ z&Q)0L_oo4dl9XY0wo_#zFF@&DvK<%n>??uO?i~}o58yO0O{67!hP6!ww-n!S&Z>nN z@XLtzG4^l6{QsktX*U*Yu#*722HT0=>YP0aN1+rG&05P6W&9<$1e=Ow7^9hJE^@>Q z%n?ueIi`JEg-dL}M7;%P`sbX@v_H^OZJ}iMBicgGsp4)qw~ihbYN^Ze7_V=rjaQ8C z(~YQ%;t$!A?z{U@d!I2Dvrk9!|HA_hoe$rme)40K{vFs?2q)rP(z-q zC+b&p7XKaE6Y8KVa>sv1rL`XFHPK^2#rScZ%C&V0r|?K!mwP5(4b|l>UaTEsSFtRv z7QX8}@Y?fQy;`^9^=93CtNZg4et%vY9>_7C^0$PC%W3ozT!B+`k}kuK=*KlkXjOD6 z*SEh*-K+QNm%^DvO8BSapW&T4P-LUtsBPc%J8|c5q1T#Q@;z^*UK+nNzBQLgZOq5L zocIP@J-HIM54=b3P(IA0=HgY#5lUr?j^3-zxAK782wmwDcfMQ-O{h?p3fIM3;n%pN zTL=YI-rux?;Ty<*j`9#|lF# z6oXp$mbIU|z;0`oRaxw}zOahW5o-?QTUq?MwGHN5ovdOw)VgjBf!??r_FLas1FX!@ zp(02`we1LviVsrAeu#gE|HM}UCyegS(@tPr=oJ-l4$}-qxCy^Q00vscBk$NB1*_9{ z-bKs{^w3-Jgp;NRi9zCXCl*EPi~6FTDCxvU-o`f0SKdaoQO(39Nqy8=`$ZgS$Wy}u zC-`gbivh2IPlakJ?JcrDu%E~DxS94NDi=?<51leNOr~QtN8Ir|o)^j{em#sUR@qH< zGjW$(C~IMo-=1g5pXAf{4o~Oy$%Axqd@Ww*#q4*jw?A&0pM{MKZ}Y2Or%;JNDf3({ z-C@ZmOng6S_!gImOgGcb(*;<78{-OasL2VA<8k~@4A;jow)el|i^Q*Z89&jB+{^g2 zX&)2Q-F|`dxL+*Nd&P_LP3tFD1oClC!e>SU?iIQ2XW}P3AP$N{M%%B_2gEAQ(YFI6Qu$RCz zSw=r$)PHTN;JkwQ)C98Z1ZZlqlXh4Rrkj<1fS<=cSRJYv3#|sVAkXyXo^^uO^B%fx z-8TGbE#k}8Y50Et00960G?@o{6jk^4=bm$Jo7tIdX%Ip$B25KD6?l+d1QZo`LK7*{ zn^!yl*vbw0W(AM)lXhZY9c=Zl zl?na{FbO7`=n`!2`vitSA46YgAp4r_5*qL1iSKAP-Ew+k%p9AwoMyb>>n_ zh%k?;>v=Sv-q5X}sa{3zz}tpakS|)oPNyBjIhCLjrHfaf67-^lq9av;NK|-1J8El4 z7UkhRdN)`S`iRC<5*kto6LY=tG{zpKibFB@Ts0GkR0z`a2|SK%-EDjoU&t@9Ew~ZS zvomZsUx5cz58j<0VMkb^Jk5S)C3PmAVoPx`F2O9d5jMbLSO~q`L0mY8pqpC2m+>{` z4sLXE)LrL+cOxq3(^%GDP!tp%77`(>CJLFTAqr#Axof?}mRJkfo9qbGgDlu1w!;kl z0kdQuc90LIG0YJP6^>#F9N`*adc8Ga9xcE0Av zU^f2=eu65_LY}H};BD_J4D_zSX6>>d^)dfNzV(Dz5C`$_I+lTvycQH@N!SyUzbt zHRwib#4y?^l1-%gSHUV+W4Gm6b>wRyiEpyk!+O|jZ!lMGpMBcCW)J51b~xsJ)iGuU zf9US^y@KDFcm+F%RDI3gS)}XEBJ#eo*zM~sq5@m=XJK&bVSSt^7Kwm;KVcVEbN){F z9v>tm%iW>6PO|&~Q>5eHi{s=(IawaS82>c(xwRjo+3V~qyUu=w?_oFGvCgxL>@XaL zeCr@F0G6*FsN-w_j+8UxVLZeCWH<3ZsGXUco*cy!!&3u$A(iig#evRheK?a3P(kk$ z3{|J#VPFM61Mhh)f`@pV9u(LX&eNr1mj)tNwW{3%heRC{n`66TS3Ds87uf2yum|9; z;)=K`a>aXgjo@H>J#L6S9EaGyyZLVW;3(W;@5Dr_oF&vwJZ(?Fx%MV|yFCLd%GuZ< z6pUGG?$%bXz2wd+T>pa3GRJ#O{%B8){yh3CEHCSN6VNXMvMz0=%W9TtM#F;rs2^Qa zBBolw|I*axbYF<-M=5fZR)TygzxCYkC*EO_UQTcb%`EZU z*Mz32s=++pu>vh9&)0%l&@7c+;80+?Z%?2yeUea>s?ym~wN-MUI2EVDiW8@Xfzm2W zamq&}eQ~OKp(s_-i8N-`_MV{D7sVd zf4*#Ax=L5Ii+7D~L|>|LhE8gCAlmOwhEyCH(ReYAeiVD$W1$Z4nzxfW!gETN$Pdd#dTsM-fjlk5D!$zRdl5SkFGB>H+qDF`7bOH=G(P>&X= z^6);DgVAEVr~vIL$xsne|ie4iGuCh}FPDR2CC)thgbv*vI&l+QfFTH+VAcW_u0$*j;BZ z4#6x|mTzX8SrNXC{Vs-Mb-s%|5j)iPY$T4vH~4tW;CXDc&Skl#DqLqBojjJucJP}l z8<*=-@(w;?k$7l$>g2Kh92$dHFsER5h$_f{J@Twgo8;Xe-a=?YE zs)F#Khbj!Us4zsBWfz9TaGd|R^@Fv_%H;3UBG}7@P%nPhy2OqlXM%CYfkS5;1KHMi zJi~5T+3XUVXaOu{t=I``yLAtm=uA6Rm60DB^{`W)rdH9PP)!&>nW6^F7eA^=qPv=? zo_LWN(^ssti<|mg96l1op)rk8AE*y()3|g{*8|jER6~CyXf9rb>r_R5O~cecwMbEqi=z!0I%aV20OF-n1{+d+aveA-k#^AnZa@cokoh@M6kz#?k5M zBdQ9F3-R*Hn+5;a|Ppvq7gj)^a*KBQ7T=;1VhCXg#y zK=D92z2`K529QRxoi@-0)=?8ZRx+Lfh5eZ_hEIY5Jcdt%f_w`6%X+y4^5wVCp05T{ zq~_Yope6sGTn?@HW4RR8n|^g76zN&R-A{NGRZH!LA7Bjs!Mu*-Bl&Rt9eig-k-fX1 zlG+aC)D9TR2lG|#cGwQT*xR6Zfw6oK{7XF*`F!Mf>%eKd8($CK`fKq__?L@v0nGB( zx4(p9e5yIu^>PNxG*sdla7-rhxsU;6&5_97@8wH;r#b$LIhFxE?Wr&w;&}->&Ez)c zV_=fh+%=@a3^^V!YB-F7WEc%Y!&gEbUdo+h-;@hq zoX;tl0Zr{P{AH7;Uqc)JS$n?kC5nM}R5ZlEYm`Vu;6J7^7J&qaE>N7h`=TInq@ft1 z>KM(HruvAD_Md#QNPND(Ze};dE=Ydl82iOS<*d4F~CYe!N zalv~64`QQz0tJTj8==xVqP)uJm$ipM{LDMevw5Y29DW;CJGWq$I>C?gJXoVH!+vP3 z()gHQYuQM)3|$a2=oc}QnnF`ZrzX(Y5U=BOBj|2&G7e&4W1t`ugep`J3K$~ecu1u3 z=IS(7VJJzJMG@K_IK>v?I^O_ZP;bB-mcz0Q7Yr9)ki)*kY&L;!z&CU{zsMe8j`~!- z!3INdF%Tv|12zr%itk|*9}#_;t;AL4(}%<^s9~zdN$ZrUrHfg8*57&pTi7Y9leHVZ zv07PE*lcUIRaDoiks<=c1CRU<fOSVhP zg?Q0kWHk9&JmmaE{biO+V@*XxoWW+WTv;9~;AJXmXPFMNS!X&+oI~;~Kg0LQ2d1uH z=a1P9Uf6lxZi&rt4m(LNV*xLnRTc>%PE_-GINb(JW|oOjG|hR5`*;^GSL}6?V1rXn zpA~z>82VKuQe|o>O7n3v0!qojl*{MoT3AAl=I7W(+>FEIC0~kh3FA3)*Yh3xB)`v= zJ6qfb{EluT7R!U?oceh!s5xb*J*qo(r?16qQ3d9S*P$w8ij(T0T?xkdKcYmq8T-^Z z8+@Yv2~ub@xjL!jPInrW)YB+C(8Ir|be0_DZxVaH!fDEYMBW~*ix0iwv`Jhw^>wOf zLS-ULU2qlK*xh|yHtStoAUr9>IiX&d{Zta{c;`$mC1dX2~Jl&ClC|N4vY zT6WLE{wU7<{{3-By+hu&;qT)f=%32m_MXrm`gi?|j#FA}QExMCq^+UV6rrt-@}?Ji z&2Hq6=kdH(RH7Zvb4sKYsA0GFziX|xT$Tc>Eyd5m0a%24t?r@+tYYV^o7NrEuUCkt z>~HHi1LmO36e~z|O#Vd6%4`nnBWAO&nNJNDSLg;^Q3u#1_gl78Ou^~6pG`6`9#iqS z5?*mWS#4n(?V~KhPP+r2h9|>E*$Oh%s!3jHBbmsh_eM<1Jbs&RJ(I$Ebrg zx&r%_W@2?#gLQ&RtP)FtV^qp)E3mOx-cGCM*O zaT(TPf}dA)%)3`vQ^O-%3+tdAYsXyrFBA3!*vCI(_ux+$NW)ok`7`ulIcDDwHkcjZ zgV_i+l6_7iSy05`n<7&4N@6;j!qVAP6Vq5MZj#ekGCRXB@Fn~xbZ2|b%<#UnBe| zkgaEmX1F3;#muKF*e)SJ7L|AGrsib$BOy zV{e4z?st&v7Bv+qvX-z9>N;c9IbgvrRF3&p4m5Rosa|R>7v5Zc%-pF6+tk6>LOzWN zT49`Vg}0+_@m~%1;2tFDXVIPf(HJc>hD{bb_*QT|UvH}DO5P*f6B1#r=;B6nafDQ- zrd~{Q9j0r+DUsp41IuVRHPD^(KKcM&l4WIAC@Wu<2Ps`2pbw!NjMiP@2-TKXXorrr zqkT3h^%wsG@8K`}fPTOputoAZTfleWLcRy58P{~3KVg61Eq0Tgz-#yi+bp;8x$-Fg zll{ql!you8K8mlzQTz-$!}e+c1OU%?O%V;L#%t84e6Ki6P$i&`7$iD{OHmlwsdQgg zyS@rSad?v&&^Y7FyNh~M42qdOcf&QICe(tvY6z_rwIP{~h$%Ej{Gw{WZuKh65U&}} z(37gbRrNrPpy5;pKA|aMj5sEK7L8$p>7LW+Bj`u% z1f3y8KXZ0dCwS;|g9shHZcq=t6Epn%sj9h4C#ffVrK`#P6j|HtZm1-GG^1wTbl4`R z|DWow&Fk{Zva5YHI36NQfNZGjRrEH*WWz-DE#GK*=&x`ECOVf*m!GS)n@(^ZB5dIq zs(Mr&9OJ!$d9YdKL1f&)nPX;IFQ^>@oJXaA!awjIMi!XkVC4#W(#3?9ff>>qreuZ5MM=|||t`mu{}$9#LVsd$fI5}u=v zO{G}?-@qaeI+beRJkb&>u%>XC=dzjNuC>d|*5?pe`OL@1?3u+Fn(mNq{eTnsY`SBe zV(IuB`_sC^9-7V(Sv9!Mn(LYcCqoJpG-MF75if295 z9opl2nN?+p22W(-0I0zRL3K9JI?bj-N7MCx;d`yE^g4O02s*4f1zCudh7fDPJ5xbc z1x~1V)`z$l%O;S5t(ioiG(`42?9@F|)WHjHQ1g zGLDQ|!$SH)w1(F3HoOB%DG3JaSQ#%n!!FuI9ibz1GNZqplXRA{DH*s;#(9r3{yQ1| z1^7VufIf!^m-Q#`DfE$xMHDnuWvBv`Gv2A4ahByN);O%nR0s+~O{y;<>(o_Pk`)cF zLL$4v-{ZZ3Z~;wW9bpOkfnBu@vVKJDDLymG>3@bh%uk!aq2t(;U63EJ4_I01!FsZR zYKi&{>d1D~js~%7aGK}CdEOf5Dj{!*?W`>SRTx*zhT;x368Eu)N@~vcvBh?R+-e_Y z5sv#t@iuZLo;6+aBs+%lZU+C?$fRRkEph zZRB!XgX8%GexB9SoA5H5%_qy@dOx;u_w!``3H**9$GI|(ZRIC0Q*Pqd*di0}UUK90m(EIB6N)^=*-M>a zFYTuZy0k29`o5@qMm>cG{3$%) z`TU~SLyyo&rt@a$|6q!^S7JrDYoHPC=U+G-gV&)>@K@l@w??)9>}K$@ZWg?%CI=?* z$@~zc>9Vr2?=d~l|LAXg%jCOuvfYq>0}c5ilj)P}$f`&Ue#E~BmKgq!mDNu8jF0C% z)e63vpM$l0Ew_VJJrsXhmDnRoV=KN1`|`zDUvJ0lI7t_b0%$51<0JdHx#lO>3AP5m z;ydtr+=J`ouQ9TeiYXTit5I&(cSI71vPXF zZ@kXX(a^&l=LO2n>Nd%JTB*uA#U51cn;&>7vQZ|Iu(50Z-{UP4d6WN5n3L zH(du`@fX%Uj29OnUG;QcgG{alWTmi@In%+t^;YD|<=dWh> z;G1AGM0DZ+UP|qQxqKe~GNzq#4r+PZ`PXV4&oR1Z3s2Ai(Js22E-C8i7;NnGiL(BR zzN)^@(tE z59JMCMd(6>9oO?@b?=JvO<*5Abxu$ZSfZQB0nkj(7g?e?^o1Szxi?Gtd4N~(hxqAbD>z?-%R9Z*aai!;`CL<{q_>=(HVQBDJfMYB*SQ$KfR9$I_&P&1FQV7FI607J zRABZClFapqu=a(Po8uheM|mFP8V>Qp{5rgEG9(w)s2}-h?;kGXm43hrh~>sFEi!(p zy75;6Z~I!|I;W}gi@Ohga+CQzdpi_Tv8oI2#9g%>cG%zAPvzUZxSNWOmx^|@l1fgo ze+;g*SK4drHNg}dZ@basaI8Veu{gyJ$n3by_B7mRr{nj*NjS$2%Wc7B_LrE3uXuy( zjbfu{hg-#Sca&8aKW9~~Zr00I$U1{)eQCVnFiZ)q430q|hX;q_gd$3|iJpNI3bl!@ z=ADg8v89)SW9{U)f5aFY0G+*|M`{0Wa3x;RHLLw+r1%cJ;_Gh1fJdGeU4 zwu?eXae(uimxWcGLndnr_}e+BaD($3KEucIv3!O({%q%Wye1#uDSwv#n!GM=%O`lz z?7NRYIsXp;0RR6iSq0b?McdvdCN@vKNq0$ufOMCjfCwm!F9?Vjlr+*U-5>&zihzhT zN+_j-bol~;bcuBQb3Xs;zMk1QyK`pu%-*r*2Hm9X?sZy{l9?;$ES%Y(tj@%lxO+G= zXW={9k~xJ-=u$cZr*a0f_J)^%OX|j6Mt(m$E+LCKW@I=A=ippiOV`%9xrVN!2b(<= zb(e&IGw4wGiF!s4+~@S1UaFfJZ>wX;kLfWH6W2|6KczxA%oW3x!jc_*HTm1vZMscg z#5TJNLN}4~q9x z4LC{@unyFQIrt?m!ds#~Zc2C?Yb1=rjtM`iS43ek9Upnc#7QM|k{<7GG`(%c-Xb+9 zmGqZaktz}TgXPz>h%P(RgBMP7^(}QsXdbR@uDYH#AY4^v=B%8}TzMT`PapEq5^Hml za3UAby%HuQ%m{xGu9Ce?_L<=x-qnO@UYdTHP=Y(?nck6bT599O5|LSYh;}2x^l)8` zIr1XB-P4iX-dKIi+mbp(rzM{7&UjO`@SAc|{yx$6Kg#kBzr*iEnz8n4CVyu4wbydq zSoYWs-oeA|n!(=W1AKtLwsWK$<6~Si)-z}j>ldsDz6r+0X2dS@fA~JQ!a-EqLwPa} ziZ18I_EOUxOP*~1YX8N5@v`6o|6*U@o%V>>!eD4@XsmCnaOQd`=lCr5h`p84Fy$<7 zvH#>hxot}P)9rRTpXVL+!k}Mlcx(Xogf8Sl&c@|ry8e?%2B*7S4wx08jiq(h6_2SAdp!OTDRf37X?ow^JyUO526(4AQ40*(|&q+l%3T=HNH6L|?=??oYVi z+Q3($$NieDBDGReQ;TxdKoH4n1sJDABT0Hb>sI~isTf%LuR?yq3lDh273Ra<~ zD~tSM8WuFw%qb|Q;um5s{)V%}EK%6qkELA^*($b*pTu^Nj`#7J2(+-uaUb1RZ&eN5 zT{K*6r|ne9Jr{IUS=}_%JGz=?7*q{he_LV(%0R{C@K6;ykqXG3(eid$sH&YzNmNi4 zm38crGD=(A$>uxvVqM)(EWsr>-)SJ0;v=;b%O#J&m>7y<)ByZc^~DGLvHHb6!o7n% zoQ7?2Bd_5m*uY-OZ{ZGIiL+o9%#5d35W1u zIl`Q~!W5{tF^=UNZ=cFVY-S8LHtVUXJ?`P(ct7vsZrBauGv*SL7^C`O7q1`o!zbJq zKf|}wC-^a*P4${{Fxs;^D*oesPA*kc&y|VglP} zV=i69Fhdb;?-b+|Y$)H6RX7vIQJSC7J@J}h)&S!bU;$Y`cJkhJUg42JfStS;z9wUs zfO$C)t7w+@>85xBPvBta30zT^#T|MA&;B3J|A!mmU)m696WJk-&^0(jgYBj2Pg-qH zRg=^VwMML`@9A}S0rl16%=Ps5mq91$NQdkNFj!U%Cc=2gL|^l49tHVm3cNzwU>p1l z-_c4MBhJ9D@Hb4duR$yKH#$t$VXS=tF2D`gDORZrZeHBWLd?Tj;uAlM{x`Y}2Z`GH z9laM@=@WPYPvSnj>mS9VXvQJV;T)Zgzl)i{pW-fF5Kr;8zU~&HB1wg4rCpAC$?{Zz z#>-mN)?lY>OFLvc`dwCW>N+1$S1Od!pZe1i*`Ef|rx|aO3e@ ztufeQ?Y1NqqtdhtzJn>a6%7%i9>K@fWo|%yj3S++H{k{?zyn6TdQfrElQzL7 z=t&p!dXXGG63C#P^hyB^+_jj$0;m4UlX_TdWV$*+P#S=&eSY}td$ zqy?A9R$K zD$i3oNZ6%DVkjKXoOu6*?B3sCH9JcbXcix~b;syI^Usf|?q3eQETd zO6CS?Lf+0fhdYCuTYf*fD?g*>;jaG5@D#ZuHeHqrmkXDt^3+4-h}KXG>4tO1SxoiR zVp>dpCDvCz8w@2|B_|G{MNkxq^Pk zTUyPbIMU^-sZ)cWcox56*NaxoIM0vRk$h(oa`M82MqXv_8U3s7slQ^6)FtDmCWp?` z;Lt~*1!}a~MYY^g=1%<^3{oT2D6>6UbqU5e!y>b27L`;pX(p9cbEyZlbv|%TC3G`- z>8O!3*Qu2_hbGYgs-M!@`Ghw3MKiXiINk_9kK`8FMIL983W*_z0>mJE$^+FPHBl|{ zW_emvaz>yhMuw`0IXKs#tSBpvtGW1rQ&My^H48f=&%#+)TpWU7&U$DWIv-vE$EhSN zwI9h|WQnQvHhTponw|&Y_~<%knj9^w(0qG{-9+}ci%?_P!LA~|iFOUS(eJgdcSKRg z??E1aMrf2#sL?nMe^#@d4Ne=OH0w067CVTnx^;LjP8XA{Be($HgFo;G%ZJ%G)cV{C z<1lL~dQcF7W?4sICX}_hStI#~^@HezbKxa-rj0OCoTeV!MOCL)umH5d$_&qAfBn{45>apyxiSEirs`S2AK*0rf7{lSu6;4|^BuB&o8 z-QZm=rp{m&SflS_U+4?{pgZ@6{_ug*m2Y7`c!2|9iG7Ecz%$P1T%tPg7>>Jt!)Nv` zN{6}X7Th*CM^9y?a1VDO+~Mj}g|0b&z%dvmj>9seTi4-;d4~GAasP1G@b*_c8WQ9U z(HHu_BQX#jns2@=($sK9`W*fP%K@eZy9YnR{^p2(@Jrr7xvef%5vzf<8osc;g%X$m z8@Q&kNM7@IfaR1;}ej44%t+6#eiT=a`?N-zLL z*TIQ=P#%yIBJI^lm>^EUc=02R4H`ScWD{9c3VI&g)c3`GQ^(zN`ieNCFN=S0o%@40 zjjP0QTrNJ+zu{5!6%KSNni*R{{E@UfQitnsbNRX~&QpU|bzC{K^L5)o!5O`p@`C=9 zJB0S>i+Y7D>sCY0Ztmy99&(5C2G1~D*~$2vV&Bc zFp6Ktx;U9n7#1GITVyvbgJrNZcI8s|k5dQ>8HR7elg;>Nni}m?Fzzs(&9*vuF)w~9 zC+IHnLzxHHINx9ccoTZ*lE$ly<|$kXN`bapix+rTKZk928V_5&tg_Y$tD>c?B+IwZ zVpF~7hPBR4uvUqiVs_|-cpkhAEP5Hd&>TW9oPxws+QJ5U<~|Jm#kIlEV2!SpFvtB> zOmMpfIkSE#R>XeC&bpiKr;lK7UENi|ZrqK{bT;=_`~^pg9avi@smexY%GuMnF7|Y1 z@C>eJ^yaF6l^@v8*cKVAJXSF{Yo7Tku*mZHI8UPwFjh$)eRof6T4V6#>wnqPA@kjJOXCN`IUc! zL-sg-v+;T-o&5TOb53o5!lE~AHb<_9W3s;f8oq`H{2gqO@8~Aflt?tw-#{EIAmU^a zpV9`{0CSDM{FJuBXXZ>+!|84BN7x5n(Lo5?2jLL(5JzAsEu|ySTYM(w&CC4 z2U}?~%@*g(ysc-ir!!E{9iuM7MOY|u+e?j7P7=ppg&Ff=QJD{55pDxn`6t7)?O`7} zaOD1e#$@H^1R5s{}--DumRR)_jAb@Cnz1qt@qG ziceZk$fcduNQk?oW7aimKcriG;G%WGvt2^$mJk4HZe}w7$vq>5))qCoq zeVgxaqu65ov)Cn;>u>Z<@nNvaFyWBk2mOOt&T)SibKJl24sLbhbpz*!e&Mk=J*6l1 zGI+>6Owzi}dDJgl2F$%x$K;Lh9lNGckr$!1GKe*iR}(W*ei^2sc23zMbSg^=uaHco zOjJfTwX4e9G}+5V`DmqA*l_beySXe(g$&-3xhN0SlkIFTwWiETHDyP;z1`ZbD6`Uk zZC0u%TiQ+S33gFxE?=P`wv*Jzj%UaWbUFHl>|?(pTgZZ@uY}m;(9hl{@}5`Ip+fH-9y*#&SUs z{tp2UHfj8QS%ku|>9IfT=CO^5g=JxxLT}hr?Z#dK*~H5$ebZMlQB1@=#jC>gUllX3 zn3#^!3}%`=$5mMo_aP_MJAOI0o>7$A>O+j|<~y!#VyKE2gx^LMFeaVLsIwo8cV0qdE5j`~WMeLV6Px(@X6Su$DT{e{x}e zJ-3k4ppEP-XF@wU2jci!bc3FLaXB8o=Ug-yrkM1k>6jh}kDXt^hSIrYJQ~I1uC`jd8BDPJgI} zaEl(oJ$ek6)Gd=Hue@Vk3tw6dZ5_Fd zxAWU_I!uQ)bVpC5-O$4O87hd)P}1a|jfOYksk?|+7>d91yG>WsP4NsoE-WJ$#t61| z@*7V7Ot+EQu#F5wVus_Rn46cm=U^lCQ>ESO_EfvM$)~f#D8qmi@{yXh~OrtSu_ zX{=$_CbSY(!zNV=vWVL71-5|xq8;3&B4Q%X0l|B$J=S#CYwfcZ8jd<<)iwO@V<)RP zq*=SHHr5WSvUPzPMrYdvWDR>&N>i_E=zXucwaglC)v=~oIia07ZZ%ji4_9C%tcu&L z&*4p+1S4QL?6iL1!`3|&h{ZgBO6Wo`ikjf(bXOFE=b|v=CT&LWF19gqbpx!0RnQw- z$UP=e{$_mPa-&ge=`jh=5GCK-5znObQdEz!n0Zhh%VR(Og7X*!SUkQZ{BQ8vVUkPnI&=h%=li4)c;C9e=X!6#4e+!M@}WLxb+mr6 z{(`A zs`VpYwGKd2UI0tPZ`NFBfIF>vXdE(~b3TI9vrlp`ZF8va((p(uI!H9Ey#!BwtHi=hE62Q5mg1MpNH zg0HEI$ZB8r(!peCIA}8eO*la-?1@%hE4x+3q?RQxL2ovmp(mB|mN*lso!AfiVKFVD z?k2tU6h~o*NenZ^X{aUUN1KRmaI^S4F`2$Iid0H=@cJdG#L3PNk?~YIh^nuhCC**C z;NA>92|afkgbV5<xqE zOyN>N>0k@@vE%hgCX8+8gULI2q@6j|DwtvGlrx!%#P%5nmu#(pB~}+4F4w>rD@9h9 zm#oXye!DW3QKz{av{S3;tiKVHxh1rOxAc2D&3Kgk_$qgT!)VGD;<I$GA!C zIG^A$Dc{-Wv#+#=24jL)%EhEEd|G$na(*Z7#D{f7zca^iM916sRz?4aKA~4d;x#>z z>TlQEbsF!{d-U&gBYHAAPW={y-TTf0nh;c`p|WlGr`SySmHfwEET7qpDGnJqD32JN zk?m=>Ea7bOKc;4?tCiWnw?_J(^9#K-aidQ5KZtzf)rn1Zr@9-}ba%8{*WElW8wB^0vZB_gh#i zSHenYLE9+-6Y+KJV-79RmjWGj`KI%&ysInYaNZ;T(dF@h9>8b(hW7U88h#g>~HX|DnOfa zdm4**HXg|OQ7oFFCOz^#lYQh`d$nDT;^<{uz#KhG&(`Pg95xAN>vY^I&f|IP?&gl{ z*0)3+ueI0EE-8!4{-HE4&T6StT&8*bLmj+6-UzR%%ua9FC1ge_LTf_Zz1(yznuqGk zc^Mw!AHg;K81IXF1~>H+yrtuu_qV=^am;eBU>rvb8oGn@H=><;8rO+3!BHGw@=#Bm zCHMpT=o$JRUK0D=!QySl@n>TxlW~u$^2QN;=9CfDqjT_xDkC~M@#Rc>%}(RunBAW! zKMHl>&9ahFmXTb@egoTuTi{wwRBiD$F9(j%x4i{=glx%0aJDQ5ovn4$gmS_Zj;lj6 zs)*SjJ7j^1nBVaHNzobC=~^%vt3!Qg0^8&=Y$H0_&0w#V{3&OrZrT!Z!TtgMa4 zO&ygv>?xezp2eBMvv{vx5BnLvTonuB$M!*S1(Tg#oELv^a$q%XEz8T0xgROcV`%4| zf_GIjQAO;8VKk7ciDBfZ!L(JMk>A4z-I>ZeKf-C5S*(Sf@)0kFhWcH~Bz~bL))MO* zE~w4Y{NYwLW%pKxDzfd6V+j^Y>C4+g>j=)(ixtnSKJMf}~|E!`jDKBO1l6y0G2 zeM;X#4*tWs$=&dv)g1@mZ&rDVd;fG@U)IC5w2THp7cm7U8Q=F2eu`=Gf%PZu;YZdZ zddV*V;>?8tCE7%0ok61wHWU(>j0?|>VK^wNs{BqbxQ+FluG|NDLwD}M_eC1tz*hV& zU&aICtcbrqe2On|u>Uy_4dXA>Q2Pp8hg+~yY*Kfjb>dvTNVoGFgvMgBI22i?maA1} zhMe$5hZbadlxZQ}P_;#EQ9+zlMWgGu0JXyI__0ZxdrV?l3?qy$KWX)#U1p5=w1Vkw z0wfwV->@E$HZm}isqbeewl4z2V ziRZoYKMsca zuk*$K`$pD$aiX?K+$3Jcmkg{k#;dr4b+forJSg762gLp2AL2E94X3%T;Vt44=TG9l zmPOugwZr%bo))@7{K;5#EYwKm>t|FXm9caCU58AELG-VVV%gkf~bV`tngd<@$ z^Glo!v*9h=7v453gY6Ns;UX~$wugtXAFtUPbf1-gv*;mM$WEa`^Z@Kad(cgA39Lcu z&=_(VTmv@&G2I1g$sN!~JcD}6{=5Dl_dqrEF1Q2kf@A0|n8P-Z$?P_`1&R$!A=khV zwijiZi%~K82wtLB=slw_gKX0BzJ4tzjLR-mpDj z9luErfxiqyv3cke2oy4e8A6OOR?xu!a9B7ibQAKxVE77_!K>jmv`^SCzwBYN-%Af(v zfDK`HlnU?Da$p+j0V~iWXe^unAE7>E0P$jvfuBhrZwg9KGhoBzaAz==B;h0+!uoE%^lAk&j5kOo&DAFvbAH z5Cx=R3owJyFbc-Oc<2IsVKUf>bW#(HgSEjnGzfkJj-oVh1R?UCmm}p!Ly!T!1$%H= zP()gxY%~gWf#tz(sFUHdU?(^mox*ofA5b6v4Zp>Q$u#*cL`Xu5ab+5gW`ddEq}Yq! z(l-H}EVggNV>vKa#*39$_et9fy_NE#ErB0()#a0|Ls@0dNS1HehI+8AXe&CeRdQ@W zThMcNFE-V(3+1rG+9vdWv||^f1*oOA0_CIj?2vX24Uo^H^C(BoV@~Tiw44o<*RoOa zMYM*+dnu+^;S>kh+%}2J`Um-)>8ACjnexyNR4ePJKue`J6m zMvCD%b}7mS_BUJZJY#x?3QccKAK7zu3ElL}483UVr?Vx@QXtJjb5R#`f=*G}qD0$1 z+7`7#ZP9MJgPzsfpd2+vJ*T%rZ}l$5U7b*d>osj-ZsA&_xuDNlYz1-`{GT+7CcuaG zvM>wJrjyL^#_yW|6X9vlS{aFIkT-M>=pgL^e}X}1FW760RfvBag!X|0Af5Pq0Z%9X zm_7s+@}FrmY>s2#7&?*0!711)o}&%m_i!tILw~|UZ~?6aC*oSLQ2hZ`7bk$*unC$f z%o2K`YqXNoT3f{GNd2TP(kj@PtcDF$H_3s!wIcC3R)pO`j<8LrVerLrVU^GXtQI;V z4%Z8t1P^Wj8iPh)2{;{MUx5f^Cvo1gj&}ne?E1&(2 ziogiAUOdEJfE(xq*u&O})sMqh<4fFWcpT7xcvpUE-lFKLcwM<(=^4*~$COA)H_gMTjB6Ur>n% zIHMGHhfddJ+#Ob9C-E3vWj(|;(8KoQ1I}*ZN;x0Tku%|9ypHF|+vI(6F?k8^kWK0y z_%m6hZi8E42V#*=z(wQ|e860U!O|!|YlZKTLue7X2?j8#7J(nwNU{iZBpa3W26r}B z1{fLrm>vLiiNdb)6QC};3jD}oo6#h46>LS@4fJH&&;)YHIIYVD62*1QL@RO?I0K7VQ82! z-)%7a?yq=CGt8gwD^&}HKrFM_qm|GgJMh~*0vSPNLjGLYZc#xU-~@yJ>!Wi*Ei?}90yl-aWDt2Q%)!?HgF{IYJk2vu9n=w}z+eyz zs*2UnNcsQ^#tPq)cI1GOjVHh?^gTHaS{wEot%{OSJ-ID9A-B=GXk)bLQYr-EWSj|? z;l{9ufk)KO?HO=58)N9LOvXWt%w(6{b6_G#Ar(nwk_R8MRd5BIWeMXS6p0;E%Zszc z!SYk^oBKU^%RT|KBw;sakU=|rZK;60&&vAB#;V@2Uu7z2N21yUVS#OA_T@Bpu3oaG3(6JDi0Bj*xu0qg|+Br`!7 z6s$Hwgq)U-(LW4b^k-KkW2ZIAK_i+Z_LspYl>LIHp_b$r*ef3+yNvugO{yvr(G*k& z78@B@2>j?yrlIMm02F}ZhRs3cSP4G~zO{D5b7^OsPqXoPr5am;xOz!nOisf;)WLis z=_9Y?+xZhX)b<{JAfwg4XnXVnIzaF1y-_`>54u4g(0=GL%|cnIuGCn%5xm{(WRuV& zlqK~;{ZTdZJ=)xuT~xnNpWUP>8fBCz+GsQq4U~@C?$Ph0{%BWF7o-PZsRi0VcO!@A zrS>D+iFTqGIfuo`JJENJUC6IYIqaSmFK4qI=>L|@inSQo?#W?4vfZeRd?zwOE@mx- zo5DU&g7;cvqtcvfJs=;Hudt1#o9wcDPTp_YYWh9WuKXWfUE}RhMVbNvgkIJ)T*VTu zWV7=mTcYmalkibP`)3MCpn8q_WOXk}O#-qpLq(>RJ9!u`!oa?!jJ=1c3~W@(eu zfHWYZEZ3Notkz!PTyYg%VerE$LoqWAZm_UOb{uzxC-FSuvUU?yYO@0b&=c)8e+S>f zBK{UWAVp+{{2Ue;V*&Tu4!MAjvi)kF&ZqOg$VsxD4QGg8(vW)9qiRoSlr$3EryZmL zXrO^XsJHY&9gapy$seBOm3m!5QyEdOs+VWUgk%y67vW(;t zpLP+hA+6-isp%%L~<9a#}qI zt6S#7`7qsbonEJP;dWaFYyiuP4dEQz#4-yo(4}~(p%j^L32tOW z!F}2gJ}_(^Ui>vKUeQAQ)P5Jffa|nZ@HV+c&hTRL%Fy=Lu#0W7I9FUE&Jz#gAK(u# zg!%n5`ET3@_JcpcCQ2uEf|lS;;s*FTe8*D77N7sQ{0(jxh?1{^ zzl@6f0>~g+`F?;|U3^x^h;&N1nlC8b7A9FpxKzQEZVQ&|l0+QRxQZ%qnLdktlmvbh zu^URn&25lS(^#!5>K}1|c1QQX2r-wIGIx`PpsvzuIu4ncg@tGe8;`~zx3vF%xv5-!N3OdL}X)|%~K6cSuagTTcmB$UTG#eDizYs=q$ZN zd!n(nH#8r;mo_6m+8MP>AJ&(3b5xY~p%i&P8ezodKC};&GWE4)Ij^(p>>`_OeS$1_ zl&gu|uae_^EBJrP+n9d%r1>!~9sHdtN8aZ-xP$tfcUQ|h`rsS956;GY@ooN1L;%-t zbH_n^5RVn>Y6tN|@hF}uP8FMJlf@&r01t3(#=G$z+(*k3&)_q-zjg*!vR1I3!mW5y zVxc~DJ3eIDjNMuV?-o4S`GfZ;4mJglP!jF=MDr_tpibsu;Vh1oV>Q_#yNyL@8Y`_0 zbX1X&q(sS0I@&T#6QsFnvbCS{Dtm@rpts1(9k_$u%;;iHdV_I!UY@&gL&a^(Jh-b~ zo+lXBZtTKQyoPSU(R_q0-Sq*zM|b7@)+?;NX_nkZK89ME3fK(OY|~cxK03n2TepYD z80$I>v{immqVN;jeOnxE&ExQAS2R9u%ivS=5IjPE>X?bki1A`@NSehZD&h=vrn=El z-Lll&4PWMq#0tSHqpsT8hwdgL5?jly<)sM`F_AHy$P9aeep12_rN{zXq+#Z8A4!Xf zA}yrbwx6USQYFurp!l$G(}plF$+it}yGU6n#iWyRhB-*AlxA{}mbTvRSjk~r&kLIs z*39OgrI|(sxye?%6<6?X!fm6UMC`}=aSg4Eb6=Tn`6=6KeW%`@ceR_;u|fCjZ9GN1 zVeBnF)3e-D+3|?~gp(c7!5NOdo@&7z)TjI@Z{g^s7Mlm)I*uHC#{7``u_^YMd4M_u zf8;q|z264J=HS-qAkPKf9amF(;Od4o3yIY`kpf8#I4`B>OYQX{#<-6tyWM?gHqD`b zx=V%hrG1TgHtnE4H~-6r;yS?|^jpNAmeXdJc{K0CuUFo$=j+d0lcE~%srppi8+xz$ z5PgWA!bj=#cve(>?nhMU71#0jh{}7TqT>ZBSWMxFA`0ko`J?Y5Su2k+H*?y2(leo0SG)_zp9btsOVm!eh*WSICwm*|Rh9MO z9-PDn+dSAG%Lz&4xD!`bYAU_;rb<&K+vdO_d`5VpV*T2;_@DLS72YHz-S!!MM!Jjg zo6bUcvwVWxrv1!6(grkH{u}gU6G&BgJUeVKU|rFyispa8EApId0vc&+@MjsL5;!k} zsuL7lPA_#)I%;1Tl1&=v#ZtL|MtU~sN~VTfma@oX`+jM^RIWjLy+i!Z`XJISpqXAd z;I4GeUfYvp>u4({B^bH8$k!ORuR6u3UxEThDls?~=PI3eqWh&c6bHIb*`jfoz!tm( z@61c|)URh*2jifbydIvw{Z-F6zE>}YKbStsCF~P=W_r#{N&q+E`ZiVhVpSB3PnnLg zVswz*Mkm+<^Z=b?iPmK-SDr5KHa$fPEWMd7M_5+Dm!6K|Iy_%~MmMsx><4+S(GM1Z zIuM}>Nv+GP}9qa?`QLHo@8`jc3 zH*ARapXf5ImA1)S6c)>3SxYUNr6otQ7*Rjmj6E3qT%$f6uaw2rI;8xwd)8z0z# z*&0pLI)+D$goqKKD)9U^)K8yQlAXXrPlx>-dC#i$f(%MeE z6E6+DiErSYVnf#rd>wBSKRIf-`}4Jm54YAGc(u2$o};wob6t^2c8J%|Bn?;7!*B~8 zi(AS^klB>W#<2O06X+y5g}S zPv~sJ7W$5)2u7P)67Y$BQa{tr^r0`q6QPz?_gEWwBGpJWT>X{qv^Mt4r;BK@bqT#= zZ5Fzowhuk%+UfjcsjTfX^lvvFApR0OQfZ}B;jNUayaI2cG*r6kfw(eH=8X+ydSJRO zTgs-;&SE;PO~a8N-_wJN!!b_@L-pvakoV&6v<(WBen9ip?&tztul7Q-Ne=SRB5gTb z4Lg$7fQW5qH6-!lxVC)M(6x0m6Kw#+UBldzk+}jozl?v_5PMo5HJlS<^f*)|P25AUpVaBi^^$KEk>tvr#Xb zP*o+IT96m5Hu+FGtwxh+7^-FL!-sOjXcT31vfafWwEbiPZz><>&mll2v6`!lNkowf zMGBo5YB5&1FJI*sr03L+3_;hkmA43L{8a#`ywVsC% z1z99YkShKo`+E{@S`>22wchBn_9!Vh1ux^x@OS3SfTkvY&TK}RtOl!L`7C9!CTzW_ zyZJoHF*Fsb3t+ai09Ge^P4!47SqJ~L{0=i|j#$RsU;NkJlx{G^(KMP#Pncp+ZPA2E zDd|cr(TV)98GCN2I8g`1g{p`;iWalPVM+)JLEq4-w29b4Os01{x8Xr@S(B(rIU_0C(Ft;z%oVSL6!Dz&kW=jAxo|Wn3x+tyIFP-KuTZ^Z z%k-vsgS6h2WR?~^uwkgZVpzLM0b1SUWR}bZC2UGwYF}z^p{f@ z$%Dtav}LYov{#p}^@)-lY%tgNCvDLN@$*S@V56=t;YOxGUTZmNa0 zBDF}praq+))Jp-6)pvAHc(23_T1m`0tr=^^Opa~ZR;^87OBPgf40Wh`Jj+5m+D_76 zLmR8B>1x_YT}T7tX3~AuGV1A&1kWGV36z%3wJr@AOR1`OMpJj`?n!q%OM`1!oYX=? z6^n67y3Kg zz@PDU0l(o1SQYmN*Ari;jl>m37rYWT5i>2Rz9zT{exn~Us>esDh!vWivDZj9jc4Oo zs=Nm+l&s9gZqj|qHs!M=8jVw`ivD~Gq-jb$r7Vr4Hng4Xuzo;C0^-?h^xTnV+U%O7 z#Nl}Pzra5oLhLwYsseot@ZU-+Q75uzR`4V#+`cim0hukugvJG|44#NrI7VSntQ3-L z85Z?XTIhZ+bs~~ycTa2 zmCoz%E3P8fEZtuL&eA(ZoiXOIp@pvUQK1cIl&Wv-SL2NLTH3|3KLtffb!^)bN=X^E z($bxThPHTHT2Mk{*Mz!3Nw$SiakgFwkwNX#bE{UA{>=QG$)nPwG^t)`Fh-x#%JUW z&dc)0CLUMyau((H@Ty8>1J#w&;T1cC#LxVusnR(9MfghBkq(Pp%Uvs6jg%|lzl3MG zYDD}R5ng|iaxEpzy-}Ica-EW=EL7s%T@xy}=PBjg<=ur5_F*j(W+~GLSBjtaO>?DX ze5>ZT-sW*@Tuqggu6zR};UiolTzy^ZQl7V1oE7O_r2L$)NU7?s>b@4?w?&Gh+O>#^ z?%9eTamF}DITn%N&Qpdbq`E_@-BxBw>Wxxwl~sw+)ytLkdfc8m87@!h z(zVMw)bgHXT|J&)k45d?HKDXcwWuwsPi=L){t_kC?Q-Y2QsNsalU?&%ufEArTGq=_ zvJ{@uMLF&o7e6xofUCWd5Ybt&hrQyD%yk^!s(o=!yvf{9?WN{daEnhOr(&--9nZiv z5$RRrq3j!Z81wsNqqnWk-bpnqwJc!@!$Hb`q(P3G`rk2w;}zF-_Xbl~*>L+!(*aYi zG*&ups!2wM^fx#>hjiBO*k4NnNe_KAnOSNysSsLND%vsD(ak&EUNhjOeF*6p@IL?m z0RR6iSqFF(RTG_=dw1{d>v>6D%1dt$QV2ajOeg_D@4X`gB=inSH3FeYK#CMWYJ|{{ zDn+Uk>0m@a5ClOG1O__-$_-$pqXZ~v74^Z%G9Rls?_+?i9F?NdG{^dcj#}?&_l#)Abfby1R6Hlg zrPQhv=E0aPnh2U{J+EETx+Y4!VTIz5{r=1KYl_`zUEvYovciMF zm5!FGm1?7k9lPQ>s&C>-$|pIdSFM(mt_C}*sjQr#jxml2j+&~5%2FRWra8_A)=_m- zp`)&v@!v>`OIPWtD6q21bG(U7QJ;k+s=a|VJ$dS;W4LE_U1t92wV8 zHD;uRw^R=Uo2tYLE>8#5%&|G~NWcYq?Q#}}?uZWT4UyJ-JT6195T1iw)rl<|YpSer zevWGCLYaXo%vDCJuyTe&D*lEV$9R?ee*Dnx&l|jPJPCi~I2Zn-qoL=TW1#vMna=a- zyz(92bli00stTT5)iXIges4-G=jX}?-+rZfCtRc2tO-=s~u@Rre&+$xFHs@qDS$!67bEajO&QCpQDIVtxH7KJ{?e@%99a{`mZ9I1! z!&FxMUB_L=P!%4Z8MDrDOHT1`9)7}H>pw1djK}IOkc;gh?rHXXnJ{;(=Wv!i(kYO+y9(yi}4XUC4b#YxJ`Hyjy4|*y5WMj2jJhrS6OT+?ETE(h3HCHrqH*>EQ zYef^aE`+j|C&=0P0_QOHP^bdklT@8)P!M#(h_8Rt0a--ZNi)CB$ zjlD%sJF~O7Sq3_`$rAycjk0ovEmfw5TSIGT1717?gtz?*ja`Ys z;0HH_q9b%3BIPt#j2}Th90NN9LMUWGY>2 z?cXWo&FmUG;@Z1Qr%v~FaL1Xo-3vqa85Q1%4h;(3W~_}_YpgXMS7_^(75yZ*M)d!J zlcExWa-EyhCbcc1Q^L}Sb?S|$cS5C*1ocEG*Dn4<%aEw)dIo^*S z=6UYu78I&64oTX-}xs1}zdFm6D>`dal5wubLmU7t2D8VluOctwTy z2i(Ct8V@HiPK4k@{2#7|77^dZuk@D0Wmj3@?dR_2u59MHE16ZyV{u95IPaOP#aaGl zw0D2z3*%bsZ+?Fo8|w9n`=N5Y8E4Lpi!)0q_w&Y?neGs?XWW^bCSI@k*zcurs?wVF z*J2;UzB2v@ZB?ynwYEn4=yCNH)%!zjiCh}=T-^#vP1qG*FQS37v2(3@?78mg5^=z@ zP$fARs$LPFDNn*x&+O`D)$l-bCM;X`UjO2{!+FC*8;4URFc zriU9#OV2OeEx2uP^R({4&qA~Hg7}hhLu~Kp8D150R?qV8En8$C7jQ+tqEF&& zvAx*7!}_K5vX&P9oi;UYU71R@blVfpKA^#!9ZMx@bM7Q;;Z~5Vh z9>Ht$u}m^2$oFK3Une;UyQ#mm%akE^+WO#Lt$`eX1Mqt~PQU2y;#94Y9ER=W5FCPE zYXh*mIxZr)o8HAcSfqU%GAkr7q|kLaxN%}#X2Bd|rfarqc;b9lRJmQH-wzHB{yN-M zv3tc6;lG97;7;GrlMp{Z4N$jh)%6TigVc`j%Z`hVn-zX@+~RPadYU6gh?MxMt7P#sG!6PLqcIFIG=94>~_n2vRfLis1Ih6dOG8=?yW z7zg<25BQ09up>YFoY+Sjpa7ObV-O@U4722X+(4tnF+|cu4wS%rzW;q(h#i>E{drV? z>F_I*#bX?XRhWWDuoUjWxuO+S1t&D23U~qDgB0utouLblAPmCxa2U71NLmIpFrQYz z?>It?z-n|;9DOZ4NIX3G-lhtnyQD$#z-f{HxXDv-hYN!r_=47hq+-ez`S^tLMFQ3o9-N6~e)>qtzzj^r z`S2-R!DF0rvtTo4!75nIc#4hiPi%o!+6233Bb1@5@(gsLB{+Zv(Q;hQ?>2}gkVTHi z=5&Ntp)Td)NpS>@z$APi=J4#+YYoL3ya>g31wO~GIgUE7iJNo41O*PR3Va*gew0fe zQ5$T}&#aGrvOTYl5ACrnHr4uSneuz`F~}_%hQH8#x}p6=WATO7R+ZOh;8d(*Hq;Y@ zDNbsdb%eH?#%b5JF0!+{MMJa6&*Mbj|X`1bo{D3ksU4JPv zagP{D?_h0xGS$WdVwiddhf$1P9pm(a;;<;BX1JOjsTI@|le8H$gHDLr>}h-GIanfo z5KXWtV<|O39||y+XBG(wT-Q3U`!Y-xfAX4~q5Y;^7EuA!S6!$RrDDElP3_2O%#eu~ zkM$@DLor9B5aMfi4J+wBSKJDyAx}{(`qLrNPR^lga2>Ye25cpKnK+1+VLv*}8JdGz zsJe`iR$0s(*BQ6MG1>y>Xt;SpE2BN9OXkmFIzCjr>9tsdOBjQwwiv;=Jl(j2-_j%a z1%_%r;tGsl7Zb$nQ3#7*Chlb}*dvg&XOR4Xf}k1CXeg}V<95vBCa)s#JRQvQ<)ANA zhwkk1e}yv4m78Q2*`0bqPnf~_)`|ICcf+YK%JAHpiw5G~o>Gx^sey8;%%K6ISS!@?w2zENGLe!fnVGMV2*>uKvv_SJ;C$JD z_G#~l9E!vG%wIi?FT`N_R2-DWmTv6YNKF=%urJ+^o5ja`cD-y#V?p`pwH_J^}gdb2VQCZI9Yh$#2e0_7VfO6rO?#rAEu8OnpH*CT$nYC7M zXZea}8bBB6Zwh4p*pVVc0Y`8Gj>VdEkb6-b=GdZ zFo!Z7 zX!OCi&lTIXo%$xdwG6-v?kw+XA=pTS;&!!AZ^HX`Au_BAX$ub7}iSP9|yrRD+9;#e1 zRo0<_{GDvf#yYrI`S!IrDz&)3P9cYu&!3*FYvP8uC;sJv44NosXkLD+fzpdrXoc?O z42i};q6`+v@N5mTKB0YttuwC0Ne}`ym zrtJV7q;BX#1m{_MY=^b9CU{8=124pLZQJ#)w2s)!QcCYbJ7pAZQ5C2Hg|PN)Bxjml z5g_Us7Ut*Dnt`R&MeTcS6h5L~=$STDbyd%4jsBjwm1=+mq8ORX+Erl;e8T&UFbtY< z_4kH&9L)OcUG8}uU_YGDZebtp@?SBFjTWbvS^ku}S$p-zXo{!L#RJ+6sq~9Fj@?BG zHr3zLyXy`yM;4%)GkYq6VCVwoz#pJfz}r3ur6CN3A1@va56dxU;x(CNO&9(3Mfj~f*!Ge}$o^_9zM{eEA9`kN zQVm5@ep(LaZEM*?tDpr^D7i6??ATuO$Eu>T@WV7q5FSJZz3L_GtrgvC&MP)piO(e1ECH|6M*h|;j`J+of`i3w{{0?w$$4NEpTke02#R0_>taK$XZ?z_2A0TB>VxNL zJ8Xwd&_m9}`FM)I`;IJueCo-)VSs2MufuM<2JNMQCHMtb(;CcUhIha??9Y9+K4T_Z ztN~(#u}B}O7qR~whg0QLu0wzB-c`AW*Mqg(QCmSNXvy1&@FBG2uHB23Xk}}J7^rS) zgXCfDDyz(0>`3ph*7}Kt;CT6mqm+FWHZayUXc`Qs_3dO!)3ULQBn9tAHAEtN!HM3<7WAd3KQG) z@1ZWXWEYjg`aMPLlRfqCB^TC6|o z>N3jr`#e^RnX(RR?Qd=Uai`XlSNMo_Si4Kpt&5DWwU*2^gBbnrA66z4q)n`lt7RQ? zI(kG+^QW0+wSVH>d>!?lgLSue(a95-dAxGuBAa@_tFVcI6% zZsTs4EAqrH{7%2A_Y+?2OB`m|Z7adk=1YN+g&F-LUW-R28z32PxS6*l*>aKO&Vpa1krA`nUq6*deckt9m}IHrmTm z+81ID&7@>)w!WHjv~{d{w$Tvf@w=ri$u0U$>ux>D5}=h+h1xQ%)GfBt_(I=-yReM* zLZ4}AsvR(X(=F;4-ZVZF%f%(!A~p&?`xdR5{hZjOT?+Uao0w77!(yR!16OIwRiXL` z7i-(aL;BJPmvi+MdOO_6u2ablTD*3ayYe|f?D-F|z8nevgG5}%etj^c=)V}%{yUCs191^9a;Hg?t6>`Ds)aC5TLn4nN`J$JR9&<3d-X)p zN|UdzCeaHzz&y}d1NDP8lQnA#n#c;GGXCr0TCum=N)=@TIl-17Pl|V`JM9uiU~A5* zq4-j-#hH8%4vHaA8TzsEPRFY1C448o5qIz#@iTkob@C3}W9?QT_tJgX%PMn$_L#NX zb2uv>;dSu}eERKAd<8GqtNbBuag`l|dtxp}qZZwxz2L^S&=>t#5uAivcJ{e2PG07j z*2R9XnSO=g|KSo&;fnu2Hm4offcbPbS93I$!Tx-&Knh?L>%;=~iTTX1UiK-I;R%j} z%d9d7!V-2|1K}nN;>fndBaA_?jrHF}cFXgi40ow{Fb_`Pr_ht8ik6(`aUzTsqMPry z2-EoUQu+{lC=g%5m(0d7beki5j|b}nu}lnO?Xd?ovVu9l`g;O?uOEfRG#!saAHA*E z$Q*fxo#<3~6v|OK+9(|2j5sAD=FCLb^1=bD;8PK8F!5w zZ#naj_baczNYE>rZV{)Chd_?f5jsn^@gc;DL^%g?u`0W<9A1Mg@h)d{sB9#Dv_pteu2Hj5@vjB*%vlDevf?U ze(qNO`{RFeAC<@C`vI92A0`CcOBoo@!5OZFYs+FDyDK^Z+z$gL2KNY#vw3YdtiOum z)-6FL{(t%lo5f~If5Ssz(yJ$09;$q;n#i`1sFtOHm5E~lSHQRO1!~0_|or<8Ky_dB$;P~ zlJ_l2982_bhRy5<8Bmw&F7d4<*a4AHjVq}t>-^E;0ep^|St)L1_jnD*z+_f3-Dnz` zSclceCtQK`;CtWS?bt(YVLz}0BWWP}@z0?>D|R~^F^|&_%C-F;00960ELjD7701_| zd&hU*?z0#nf#4JkP@Ljg+`UM#VhQd9D8(UYumZsY#a)Y2+?}9>;_ijgZ_@wwJHPwp zt-aluxpU7s`x4xd?mBIgOe6=fNGP#Mkod@aQP0y0FR?!U2C_RAm&CK56?bzbVw=uu&B81s(x4d0N*0PEPDTH(`Zx>m?9|2NS$5$+cs-rXFFy8t z2|vtwyPdEjD$f~~-qTPX(noY_Uw!;27P7JSB)bkK*&expbJJc%L2DjpQBoBYUX_-~j9>uj{N9qcL7vI}QE~*1l65?{*bR1*#o_Gm8vY&D6L*d(!^*IpR+8AQlXY|P zG>}=8^px>b^@fWW9WMMdt0=9f1V(x@(-I<5bPB|ZP+C|N5w&$bQBOyOm7pbPDc>Y< zRgV*8=>a`h3<$2!H$3+}{ex9#qL?AFIU~fau;IaybWluR(ObOKrO7ceAGea6I1q~A zP$-;qyStZDR7otBWod!#*wUa6di&2*b=sb41n5j4=ZAJdJwBYBUnkoL=#v;ej`ml zqtBqUe1k*Ses-EH;t$vt%9O)$^L{jyq>{{hG0w*(>@59E-r`I8h5SSQ!Vlyl`9SXC zJMxYMXcMalZ7P~!eQb!+c@NPCr{G;OnJ%YA$i!cvZ>=7vgJ@7oK3YB3S^dLPA z?vvYQZw>rN8k7Doj94%ix{%-L5{Om5Izt6_PUs5ss6M70ryTtsrbNEcwdo(xi-W^O z9$!{p4&Qn+<`+GMX?u|;hXqaC&)VCz{zdih5^6kq9g?7sfMhGC|V?A9{b+PhCqvXXI# zbzWZd^pg*DU(6f!hJ9c?e3Vl^~QQms5p<3W%+(M z1c|gA|B0W5O7bFfkbCGJx?hG{F&-v7Ofk+R3y3bBCaN$i$_lW8tcl2olT>z`s~WM< zVuKnY=BZOwE*va!;v;$lZdx1EH#(da6gxa|VvR24%jEn(XNDKFm^+LP_D8#8=n`u@ z4V97d4}VUn>{R!6I$RErCGDr##(3k?4-6iWV}rZx<=#Q*w|Sq_Wx;1O4ZFS9<;37U z+BAHveZb!3y(?eS!@;-oy1hI2NM82dx9{3lZNYLyWboK5LV1|0ibPQs>6sE$+Se~C zf<>?zo&u_>Cz_?9gesxhdVcYB@{IMBQv%8FwX&tRp7&MQ3Tf^VI6yt#v=}2t z%dFn!_GB6KE)8s_^8!br^V)r6&9Dsi%D^Z&I&y&=mwAs|Xy2i?=}tM^{v3D~{VKG* z`ztLJy^-z>YzjL|7s&*By}V2}%A53u@Feejy3W2!@6tPTk$s&WkY{CT=A+V1e~oUD zGweC`E}2Tl*!hEXycg*Rd!=mVeIMD+dy{t0b%UnTpTe)npTiH>2ko7~slnRe$K`2x z$&5lL`xy0klkD=rq4o{4y-=Q`w*tHAZu&bdW$&hg zYky-Gw-ek2^jEr&E~3xHE!`wCNmQpv;&^bTsps|RGLa%0&>x+)PLws?IUo*-wlv0? z8$Q%&L)+5bVs>~b>#E3VvMAJ!wS<@m8HGd7;7HvHT0s>10e0aoyejr#D>YFyW(n{Q z#(G%vq&Mn8-~#7BpYOd>?YPh6?}lt zOeM|%Q^_p^`YT~H7vzMqa19oa8zxFaD%6GbqygJbmZ;e>GtEV_z(!sbt6~+bX0E&~ zvO+idOvXSv+KzUm+jtV&!l$w-m|x}AQSKNv5-1(O2EtkO1_!|)7y_S>=o4%XoMQF# z&ya?H>EPtPjBf{1?+nwC{uoJ5b>dBR!XTK(= zh9`wjB^60}XiTnRIw%P_@GsJr^dkewpCmIKW!U{EQX9Ik%Q%&6hp+Sv2y6m9AwBB| z`S7*TPDSJysA#<=`{fF@nN5do@)YSN3b76}jBfxCU11Z3&;nu~{LMbH7`ocb{bhJ- zSOQ3XJ)=-MRV}7Mu@GO-mnUaPM4s3zF;WF00zStV6O%DQDyfvxDo;%27}w|bS*l^# z(1_AGg>oafQoa(!R(a2hR&))#W;JL{T3yW%&si1vn$@HS#U|JUQG62=u{xMDT9^no z&-4@B3Yq!(|BigHcfbO@1$#g;xq~wyz0oistUnn*2ElbW1^?3fA`3j_sWKD<>nq~% z8Z07P*+-gzE@v%ZG<{^o>jhaRDk_^?hO6XzQUNEC>7+GRg(Ld6=JUhcx9*c$elr~7}X6F8VRg9SJZ zFPoZQ6(-;&dW98)j`%GUhZ1nXe9sHbaU9JDYvn)WPnab>5keUN{EOG*V|WO+;Td^G z*3qZrFQdV>VlsU~o{&c*h5u{LStQTnF}hPcHmi9uD}j0FDRPR`FuZ)8EP?X+4mkuj z$-g{;|3$OeU129b!h1t6ILmuMW7ZSi^H2EMXxqPWu&H5Pp)>phU0|reKW1+NWTCTz zEdrb96n@Tk7sko%_7fP*=g@g{i{}v}8O@l%S)-r9etwZ|md_wkp0rD;-(fJ_34>@g zoxicz33Q+})by!~Ro&m0UUr^{i_TN=!Wlx-(8KCs z4WfPjLk}8HZ;P5%oN0dxX>0YR-Do9iMuv3O2BED+G@tLEsCjyW=eMw-;ycsZL{C*w zI^B71E}FyrCG0HrR=04TI>0B}r}+i`5D%-Wkx%g{4zm;0Wn9DG1XJ-=@HgIHUBN5p z@t;yJ@fD`>=Xj2H@b~ebSIa`);}^xnC#>Y($Zwgd_Pu)t?_ei2lUJ};@B}r)=-$)# zN7Q{h!cXugc*(>Seo9?+(UZsH&<26}-q8_$!v&eNBLvOtmDDse*4tPg3}mF^bB^-$ z%|6EaCvLW%`oH45$TxUFT~;SmPk*XCEPR=JUOnd@@Hv0ZZ`u#}QTvp-%U|K-klTEf zeTiQ(RriI#ME@;*N$qwo@Y(iub=36w7T(5PJg5IUPKpZnSMgQ6o4tnjRgvyMwV3Bm zcLp7Icv!qTgJq3Uubc5ME>U~==djA*o78`8e!$1-9e=An z*aoHbF|d3HVxpUZC?9-53K^kU$)HOtwCxz!!3roWWz zfKA+Xn1+L_wb3Gn*&pmT-35cZh&RR>gIhf-WM6#3`eHwP&QkSbwoFbkuDz%y)i?)` zb#MXm`l{koHjP!s>Zbi1XoFAew#K*AaJ@3rR~zd&#c`GB%SvHaRu~JTV;9AuSkj<3 z`%RR8b1!y1hf@uhznX5g+B@0qBo^IpEp_I76b zYSURp`L(1Qpgom*h1v@RJ*%<44t0*ucw9=W%bsRDljt7S99Oe;=FCJkkbVP8SUsG^ z`>_V{xL)9-IHBGnd>|Vj@A9ek53Dc5Ln?0ILGj$T&+E7!F~KM%pv67&0^0*GW8(GQ zK)ik&*cM(r;sz@a-9I?T%@rLMJ>DJfeiyMpcMJ}Rc*h>C;6uP)&BiK-Pm&oV~Dv0`C0oK%&nda!y< zeJ6WZH#Q|Qj@5>|{Agr0yRDVOB(>jq$d0?IIyu-Vc#e4^=IXM+vnFrW=_{;7Fn7dn zdX@ggz07`gN4l+o>-0>0gf(!RxRdo{{USU%c!V8czeP24C+RBg_V7Kdgu9#VWCQhX zHb6Ixsv6Z@=XYOPihkhDtbdWvG#!~>4TWd8)Ht{7*j0YZ9|^4!A(b8=XUGg)fNti4 za4TER>S8g?$Zup1xd#<-A30{$NjuVvdxauE81a(aB<=0l01_mN$V{@9^f6kXG$}96 zDO=~jC44*lE%w7E)s+rYd&FAEV~tZac?#C%!}x8kX-Q9zmNTxgnoz!;BHGtDxJ?)L zy;M!zXJVeYe{c2;?y@pqFIChy&;l&c%7JmBDjT7G6pph)yj4Z9q7%;^ibhyo`{YkJ zT6fm%bw^y0F3~QcTZU#}E@r|MD+^X+71$iLS!B1r!>wY6D1$>;0{fYj#{;5?{XPDi zz7|%uGhj3hRb^RO*4b2&Z}E&{_8KIyBvwB#(Me#XafcXeK1*Xc+$;8q17f!*j&aT? zwqK;0XN~i+4hLiNO*Yzey|D&lZf3CFQw=-Ok&*N|`)#xjZ^ z)97JTyyBnXoZhNO@=wCgo2%83VpR4+-j(%+-tYi>!3m=X%0cabB5mka(Tw_?31Xty zr;F01x=e79t{J@RX%LJTw>;g&Qr%4yq0)Onbfl5|wCF^Wou_tQYbC6JckW7PKv%*_ zXh^@ZRiX(+-bQ_IbvOLi)gS}ErV7)vv%d14(2PC8=h$4fbKc+&re2g0iI51z zy}jW)?*kQOO;(LnWL?2>Zt+g+hK+hPIuz*}N&sE^HQB-E!3XkHA3&b$l_G5X1Z5Junx z>=I~J&pJIpqdvj=+fD4{{Ed^u?>WEnYrbSYpHJZjv6`x_4mo>_LLK5P#Rnk;c@jqP zC2|5zz#}!y^Oy739?~s90K2A1A37R!5sWA(%eLEehK!`(;VO#+=B=3)@bel><#nd zbXgKl%Ip|~N-Q(wfbtXlLO#J4a*ZCQSKuzJW;#7h*=^^s^eLpXT~=8f1XXkP%waLdJun@``wXe}@^Ml;PRN zG#VPyf$W^f2_;l!na1}8;feLi?VuY$S?F(^@h#?48Pp<^gYl}D+5qdJo_Z34-3QxmI5hI%UL9rLqicRZt~%LuGI%m54Ofk`sO&0kv%v*v@QkgIYFIxjeE>q14 zV1E0a7;ir_QA)S7C$S&x3c6tUSJ4ocv8C+2sEgZ0X&k{S;NN1MVck}EN#`Noz$c<` zAxSnKE{@$ZGn^A|-}6IzoJ~$aC(?qy7P0hTU?CopNm$BC z#1JyvaK$!~&SX<>(w4-MN+g8TA`v8#2%^bkI@fAt_vB5SRaPVZL006ez2m*_J!$VZ z>stA&s=iIe#idgncn7`_Bh&_LXPm^Az;dj`m*5hdY%RvcxGB)tiBOyHO(05j;>CR@ ztny?$sp@tTjPAn5>Ow?r-{rt>*1vMK^;s^q8t}xx_`ot$KB;129N%i>>b$oN&!TQv ziB3>u_pQgKzHPX~XuZn5ZoE4`W2NBokWR9p=LK7<+hK^?6gRSF*cC6cuGkHy=mTs! zV>0cXN5cf znGq{!_4jo4_r-diW5MP|2OZJ%WL}L%K)|VT5fZCEz3$VMl2WlkxYlKJ5!5Asg)h`Al7if(SSXH}L?ehI>gY zZX%n=X0nBJg?(fn-A63?3ygrhrV{-@Kav~dG-*S!(ymzBWKB)-AyClnZe}&XzK$z- zq}^LBHx8t5_(J2!F7U%@oBfA+fDdt%eMVhF>0a`k!c$n(K90xn7%ul6!g2gC{>=Ab zIknlT&bL|HG1c0Jy?9ww(LRUga1(E94_6O;i}~W6X#LQu*a9zyN z;2(I~>0&Pp+s4cIZ{cYB9;RWkeT3h~`?yi9wx1b4d6}D-o97&i78O@j?&H8l+iiga`$%x8)0 z33h>m|K3|rT0%4zd)eH0TWbES)cbzEUsn1`qZ7>`fSLR(l8Do-fDh{DCaWFUaxUBVnUt0w&;R_KG!= z_e|ezvV*#l8J|5yB{$Ym`ek!$iBj(8Wd(W1^5~xj!sB3JF z>0t$48~&m*@gALLIH?XK;~UxllJz}4mW8QubO}rl4QMk8#?8FL0r1+y9>Y}+SRJ|o z*1-27nl5G2AqUM%lVGOdjh$jMXgNmTH6GZ;flytv!)o*uzf3NZYs4eAz%^2lT_aZw zCSZU3k=`ZAbQk>!u2IIZJOUX5D9rlMqL_hx!mnJI%3hnUAjzx_)P>LR+|1ck{yW)A zh*^<)Ni7J&H11zZTEHrj-mw3ETw}J|LlD=Ib%f)5dK`+ww=jpChM8nAokfbkIP!vq zo99hI*YL(@5`^(&0*Qnu$OMumlTdb(?1Anip2U$#K(HfeiYxdh)>t0I_lEsnkXK|Q zZo!A-3_K#|;IhewwEs%~#OIL4{;zNq|AU@pkMRrnLR?AVD^mOd_gJc_IxpY}-ASiG zdU}N(CQ)<}jG(>Y{{R30|Nk^u1$Y%l*PbIYvwJNGA;DdXHw}{F?oiwb8mz^=6ff=$ zMT>iiySuxT;=v(>4+=pF|GD(}^FBK_ckkZp?#wx_Y-&L{$cR6v7^sVnaJX_n!)rA_ zP!i`stZD>5sW6pBWmiUR(QBPucD60#@95TbZ@@Tx8CKC{$ZIE1Eqwsqn(gq+^rpFH zInwT@)`Pl`WIs_|IAKoX6CB8c zVJM7XpF5Cy!f~B|b@&!`fi7?#yTJ(WQ#}z@hUBCJZZ4-BErE(uj(&$xCOBT@)BG*9 zFtg!b`y2cQ_xL$a`ua&DYDl^4N*dxj2-S6{4YQT?H~J^?*b~rDXO?jS)zssti>z$G zJqzTn$#U<=se?p3`wld(AkikW`D`J1}H@ zcm_<1g}AcGVGxPG=+|_cCc0DHM405iMxFi7V2!;>&*3>V3%P4tnrz3KmY(-!IBg1> zMn1QNUE_U69k{JJs-mGF&VV=-1+!#4qw+#eXsouY{;&lbsdLIfjqR1o8v|j^a%!y` z=*`f``OGzam2^|xM$e+3^jfN7d+75}#1^sVVOw}pJ%dg{OI^rbf=8ZH5X4ECM#teO zRMo|FVg1IuG5x7O71jMI-f2kxp+4>RZZ&IQw^K29dT`PhqI3}+V$*?=x?uDT(n0F0*9 zoC(rHVJ>a6atic<4?eTfU(_+PSD)u6bkRP8FfND`FdGczaLl5cIr(igL_=Z0eeR2WaVw<@%(7c3TF#bTx+)c>M4$9sHu}ZwXHr5R z9fdXNcPE>Z8^+K!T!U|^He_X&v+63a%DW0fc?%}zX0QVf;}L8F$FU=<)xW5%a@NLD zt#5EJ#JW@AIFB_ARBqv!c$Hb^c#xU}qf`MX4;AEmi?IPTflyqhmZ&Olk&j~y*oSe@ zfDdCUXa#?$3>c%kLPyxCcBj6Y;UjvlDg~w04&_r-DX0Ii{u#Hs;enj)d~aU2 zyZ4Tn#w&e&JW-q)qd3lq<{Bn7ws*!PLyRyMzYSP<4Pgf}I+5}|z&Si=`H`ERcR8C) ze=d&0InsR)T8@J#$W=^!PAT);$X5&ws94pOMtPHb**O!JbB^2jHUU=a1Sn@G(*&3x z9QK!US;uk(`y8L+|8TVT8D7_YAdY)~<&01cZQ?ZY!2D7jh)Pmn}0ak|^P#;!fUME;}q1;lh#5xef7s?fy z=qgYxC4V_A~ z+O(q?xK!Pu^n68C_w_(MRHxvGO`vM94zu%G`<_d|_s}1U%N7GgA*1PzQ)mUg zrW$hY_xh23iEX(L^np9NJ;!)@L1i1uE4&wdMfn(_J%{Zfioa!17~f@h=eZ1PX@oA~ zwzU0thhev1Accu!gO*#QSmbuVG`?KEt{CI1XRo?XIDwxf#5-yqEW*3$u`?c9n@PCY?xn%_GsaVK7-`GEC>(_ehugB zL*2)}IP?#DhVH>){n%60w+*&JH|i<6vCVs@x|VMd=}3>Xqi z_FN~yrjR6fpcCoc*D;Zb`x9WO-9h^VcVUFR507A@eh72yBeigYbJ!gxr*wIN^Uo zAK?WZ(SOoII880hc(+2jN|fARh7P-BXrw7m@!`e%#r#jhf1m;>7MYjsQ}>a(DR9xb zqj!35$Q;d3z12UezjWa-8|RInYRRI-!7NaZ)vvOal?7GQOjR6Ks-Y^KxS8^*sftv2 z#MRVRS=9zR+-7hKL;xXKdhI-Pic==pUrA+9RmBsf`--$`xN7X}?pjLW^!D|_PB_(V zi^usJ+Zy+CwLoiZjjiw-+Z5ABcx|w!c6)>42KL%`Ziw~Wy7=C#;3eM5SOF(+2X77h zjcZ_a!6Q>0Yh%x_xp0#!QUxc@X+xnpnGV-i`8?MVf0>o4nW-=hy1UzXD$Mfj<2QDe zIMpkBS#;tym!gFb=N(}lb5(lHFS))rn!5Cn`_p+iFWUN-^ky^n0TlH=fGYkO{#Wn{ z?$Vs_BzQ^x!hd)p>-$LG)6eO)egkjdAGoYv!9BW1f5Qpc{)St$R@~ix{;rps01433 zy$@sTZo1~X39Y2}55OVW4!}^_4?7`P&Hbp2V5yrN$M|ZPv{;<~3GDV{$IfP`N%VB! zFXl8~3XQ{pwsxQyZsVQ2k9$Nk479`39Ay`$%#PDNHhhKWdD!%@A*QUq7q|D%^Un7! z=A~RZbVRB;sb+Bjw}4v>=Xt@d6L;Peo8VR%i?}tg2F~TDrY6?JmJw%pp73KyyT<(y zf5bg*ZF|VAWAAY{yvO(WfZGNCAJyzGw=4c&yJ8Sgz7%11`9Al;s=n@+z_GsO_OUxB zY@RQF$OxS88-YHZ+7s#V=$nz_afMxDYbS3*lhs3UUn9lacE)IKZTjI(xT!MJZ*WGu z?P9p7s^JnfPaM)Z)eO?$Tp9p-)Ch49l`y5AEE+q7qM!h@z)93r__`Bz#C8}3OQ;CM zz-o$t1YSoE**HC@7opwGDeOEwjDMvtJBkiMP73jE;c_O(rIR5K?Fb#BKY5z#&7QWt zlqRdG>&ud@voCpuA|}R^FlEgc-|1wnqMDi1;myr1-yYxWJbQfU!eh-IU(HmDd^1zU zB&;)?DsLXb7tA*eU|TBGn08{*kyMirqfaOi`4LG)04ZKO5DYaa-Q3d@L2b- zH>L8n(G%M5z6V!yycIX+y-q%CE(xX}E-(vZoMxi2psdy+Ud-C|4b-*=`2=?ltZ?^- zHp6tbpnb|c?X$=|zH%XvI=P-@J)S{0+z!KG_^oC)wOdmkmi)5;TGIiuLn?0B5yv-C~433njq^{>)jln9%h9J+>QJM^JJ z6s+R|a1gFLXJww>;%?#9SZJu`3%@i@wwj*m1T|f?QQcHUe;vKt-N`pioVOh}G8281 z1I0{oENjY{Pz+|Nbo{-~i}gH_*wItliNtQ6N~XV)77KE96M>)LmGs|7xZx&2k~r?A z`Y^o??4&JJ%Do_}@sJ+U6XC}P5apk&Z^It?P4AS9%iaNcInARs`V_R&+ssQYM|Zdw zRrJ2#)v#JpL^{0+>QWWDw+6&%O z9Z9csVXnCL8gNh?`&;@A>+3Sskk42e3F%Eh#uI#p%hF;9Vu5hi4);)+^ci;QY0d!e z16=1kz|GE9XO4GXAQ8_x(^EXu+mk;^ZhS_5JSJs`p*+5V?&yeWzLF7QB8?{3{Va~) zgBB(>j$z8@D<6{9_$jBG)}%L;d^t^hcZhFpNU5|rC{1LJ@D8+8d}Tj1OO58sY86}& z_q_zq!3DSof2&E-L2=SEhZs!*I{-g(X&8*tY%^0_Qc7jdQ*qw?CDEjVRqVnaI21~% zKjd#r6Se3jYn_B!XuoQqyW&##8IyPfUQ;b;Gt|+~)pa zp11KLaqO*}mekO92^!e-;?_p#c#89$)`@T}kV(ARXzxq?0TSJ}{*Sg^pqGCT|H9q< zpPZ8TuQQU%U>V$JlAIWCNl6-`xRJLaM!7>pFKS~gT*|ev4zf)j=xGN{EGYG1NRO8kNaaQ-(xq{cgy`t-gmMu z`HuUNn}r3BxbI#M^v2%U1MA!G!VWoqxt&dEszaM#6YMjq;0Ia-s2ht9&ZnQ7F*KHr zz%khD{>wFJ18jsgG}alccS(XCXHQ7IK7b)kZK;y!9y9~tJ^ms|<)e(5Bi8wr1df|n zn(EIWI{TeUqw=b6MU$(kyc|zjG`E0gca%ycsG#zx6knfFT##cvC?9;M?x%;$dGec&hW5^PI$+Att1_Cy&mmm1L-aR7t0{v#7gX zMY-Hqdljz1b2HSlLO+0@57}Yg!82L0L^$g!7rK~=x<~a^yV`vTK|FNpnLIexT@Uxw zI7v9^(53M(9aaj*&%`Ev1!CQaiAaHhkLs1W53kfC;hY3`p}OiSRGW%mX^IwqnL-jz z3WyX`;Vfh!h_`fCRQ4&f(Hrq6y+iU?Bc}kjg|<+DOFGTqsyT^gaE{K)S$L8@=l+Vj zX)BdC6VR2kizX*zgZ^AfH`dQoyO0=b-G6Yca|d_o3C>!583#FooC@9xcmbE_EZ(L5 zTb_abwK&=z&>1pt7I}%*Kt_ z77m(Z&Pz1H_#cI94@la_X@VLF*-{47Wo-n~Y|ZB$7-t85)?`!oXckD|wwQ z9?tKqcZ*S9^C$l)ygeVHeEU6F>c}G2$f`}H^yg}Vk$*D1Qq#68#f5B_c7`)>I zpSQF%*J&EwqCNKM*SjjB%jkyC#%&1k;

g6|g<&RMG)=Ep4V7a04dj&GOq~x*$yX z%9GVyOxi7I=g?{R4`uCTXkl*z5}-=RajSg6Ct8_ICR5l`Hjth}v4Cmoo0XzCZZ*La zT0&muiT-B|UB|86PHt0diYaZZWT-76yG>ygCiA-ml3@TwK?Z0*iRv~yA&qINxMaw1 z$cou8o8+H;x(4Qe&Qu<=Kn0x0IWSIV#LQTiv&xoNvVSFtfO3=yQbB4cf^{gut?t>a zf29I2mSV+!x5lY7o7!PC%%#h`g9hMmEDI&1MoPjLE(fP*G**yRtpMXNm98Kwe3@3+ z?7EutZZ(x$o#h4aJ?-H+?i*X(?B}esP5gGyf9Iy0RKsMUtTe?9J}chC(;+v_faazE z&4Oe6*lkMdV4dW=rZh|KR;^WTY|0@pMm?n|%1EAwP)qDM)OH)>(B0{}*#wu&HrV#{ z8`JiSn{_*R&)nkuMvnoV}7`@yt#(*>G{ z+g-!TZsOpqC%0R93;*agmc3hKPh^z(44vI)r<_&ixye2#?Jt07z}ZVWz1; zeYrio^be=j?idtk*RA_w%MgL37&bw8RYGro(PV}6)OuXHf^ zdRXj$-?XnXsDTiV|Eia&7~ds$TD354OdR0n5KVYtET zsWg;@@=zTMxV3RDZO8h)Js1l~o)S(*ZUH0pe%yy6bt`BMt>BQjq0zcE1fP<%hv3th z!#G|a#I(E%XSgjPi+p1*2A`t^pQIhbliUjP>y`G48;{Gdq|WPKjK@Q|dg44$`lLN( zKll#YJbEV1#KU$bX3<%6c3sQUJ?$&s4E)`*$FtS578~g`*ibkxB(%9MpK=qH2;GdE zFmOEp$xENT;roRh_GL6 zY9MNwP5ms|*;#c_iK4E#sIB+`BSjlvu1idqiKAU~Z~3%D?T#%4GbAE*avlgz>i{9CQ% zi})DM(E)vzKdO)F8N5^5%s=Wp-h!9vZ@~>w=%=b3|Aam|#n+*MB((KvoF{`+#Z6CX z{g3+-Ugc}vA0)YRXhrXOQ-v#W39e^)I3=9`9(JF?Y~5BLg}VB8TJJd^cYP3!z&d9O z+%%nOD=hbK7Cx-)Y~g?zDeN)<=JP5JYQqkm3~imFyjkDIIB4%QcaGt|_*oBvLExAX z5JF>NtQ=p^Ea&dt_O`zNEnM)vheZ1sKGQl~z`l?y(-luc1M$6ykQwKzLMplU4qu@P zavvekOdV1$;eskFTGUI`#Qt!N-(Uo-RflOBtmLtxUo-iI+A2(uD6=t>?x~}4_2cLs z=EfqzD96<_XoK^iGHrwmj<_b7vG#OHbvI|!8FgAIen@1ggzF zs21N;{ctYKh2Xs|gPhE!rTzmZ<1Mup8tY#nIbMVJsx|#i14Vg8Vi_1N8Z-%WJ6FsO zvjM}n$ya{3M)|QW1w6}4(0!~ltFb=RbXQ{&*dmTAyJvtn<=pOP&lIVT+cq~fF*6}A z<)fJ}6Y|OY&XQ}0qKDAR+tnE;PGJ+=re`!2C*noQYzkp5ZtaP-k@^7rCcL{4&Z&BO zBK-}QBm-B3Cr})Ui7rk8jlbY<7^;S<(J)N4g6)W4pfmm`6&$M{std53{*;bLR44Eh zUWZ^u_o3xxqfJt;@G(Azw=$1|c_GD`>AW9j^Dp`m4AB4LFc2@UvWxPKmPB?ETF_oe zGf(`Zz;A{zQt&?(eV_{mIW@bCXRxE$W~+$1`rup>|C?ZIL1Re9$vEgi_X?k8CUcpk*(?z)x1kn*Xz-8IjNwV(|I<5+FJ-yg`p-fauSK*@gr+d=Y zf#82~p$SL~2$t^?WWZw>F zf#*xgIg%T$!+yFi=V|A5^C!?%UBF4jVHk#)IV%@3m7GdWP3If_(No4mVjiyKIQUW4 z9ASmZ342sM_)9f~w&;P8Y7xA`fw)|~7XEDjR@~krtc)X^Q!14tiz?z}52*txjFRXb zeQ?6`OZXrB=>;^B7K@0!c5x!jB6`OE2LJ&7|1?<#cvQt2y?>c<%kE}F5(0!IKmk>0xzP(cs@Dbl1Wy-5`iK@czmq)CTRLJRH9^4|N-H*@!!z4z|i zng2ikId>~VO`0R?>RED?Tm{8wHZ%dTZ^rQRzvF-tA!N>Q4}Fp`)lETxl?YGr7=}^=2yIY_WuKnA}H@4`)0#Q&pMY;X!s<6_YT-sMyr z;3difbiyg!jr=Go>V<->JfEH>nJi-z1R1AlP?p65Lz!&@%4%1+JjrbRa+mqbYffIJS z$OXY?lp!+RSK>9i5^sRDZ~y@%3w9jkM+QW+C7BUI!al(97 zwe*w0X*dmIL`#(h{oTFdES;r0a0m9i{S?AoNHy&OU7&PGhoiP__Tx*ONqr%VZc-u? zhBjCdO2Q#70iDzcx`}^bhP4^D;u5@IU9jHgHSj69P=uq=g9Hl4XwJbABA)YcL19B8 z`JsmJgCAnCl?=i_6=psqQ9fK6dC2X-&D8_!$~C-~PG7qK?dD(XVeV4MC8GHzWk9C6 zUk{jfN+#4TJDzNW7!uiD4Op%}EqdDI!_ zn0A~OP!fEGo*GO0MIEe#)iF0rRZ9522Nn=Uql z%@Bw28}Xeufj@|0x`O{3J~z1K!7@i*Y)zscHZ3ZMs|{H zYR6M$8BZZpmQ%eZGTxd1XDE~Y(o5bw9-RuCl}I>HH;MluzU)PWR7ocBAF)#u~B1#V-8Ww++kb zr_MmJ+}B^kyX&(I)lJ+pcozT0b2t+>tGptgn1zYrD-7Wir-(S9T03*Fr0C;-d?_;A z=lYFclDU9b+8&XTo*m_R(kDIXN=bs4Ub(4apPn6&ftU3I@f;tCd*Y7R7jY)yxem{{ zP2a@r`WA*TPCxS>S=;C}7yul+B!XWd|n;mwDwmC+5U*yxGf*-#Q6_%T5t&!Ec;7G6{Qe zFCG*f=RVYxa444uuZ`#AJl{jz-2*250?w;va7En~cf|{O3p7lhOf1&s&j@59&(H&EuYoa8e&DlBWt)d9Aa>uW#Q+r-%6sj@VB)S&hSg?mGzn| zGwTGb$5HSRmB(RR2kT*eC=UCzr_b|uaG8(FP4JK041MX2tR_MkSc6u;5?BDM;A3j+ zJa!fbeC%?7%Z7QFM@Goj{)(~)w{uF#PSK;i2r&r{1gBy-=Sw`|e}Z>KCZ-21vb;A~ z-j1aNS;dZ~Y?LHpXt0-ya+`{?IWW-fVW)Vt<=Grf?A+8q)|dI|SRgep(k@72?Beu| zJ<%>qzu_8D$^Vo1Nlefu4Lb*e!*mOGtRAgbi;vur{xdj1cXWHXY52LR0GF_f=h7>`=z`IYsG z7z9L%0!>LBW>HRgzJua#NtQ+NjVh+al#rTSlqi97~csdLyL#(~c|42|K0 zb;pV`wWbiZ=k|OBCPPm+gS)XcY{y>u6n2I7a0_Sf*E|sdG@Fy`iSUIAw>`rf^VK9s zkl{25^2ic)c6#o+?JFd|=X|nrpuCLH8DbPqWlb){NXKxDD@Vg}NW&g*9y9D@=w>j;#8omxIP-N+ z^UU@55?;n$kXQAAFWjcw4|W*7>ks|lUpy$bizte56#A$)I1(&+ zZFZ+QxO_l|Gx!WT z;B)az#)}*BQ(9$K{C5J!gX~ycJg{3+Zm3}tL0ifOdGvMbnsp!VF_S_8cdRo|Mqaiq zTPbu9{xQexc-xB8U1To&*~*QZtW8!AXei5LE6N3JsS198{b;Y~Px*|RZH%jVr%@#> zv9M87MIh2BlakOL!AYk^Ca!*vAHgT0f%phEoE)z=j7qKx;3quauMv$`upJNU%_F~JqOxcFG~7g6|$ZsBCX2z*!O<{&mR zGZ+=#+~3Q$gJ-#w%=l@OpHJbbomJbc@rGU`%i?=@Qg`DazG~Rat&S&T6ZgC>jlDTd z7xdNR`uxO8#J|1%X8-Pm#p0j-!Mc?!ANEB=gx8P8P+9*hx~p4?!?4|%Ni(RKDCxf{ zztdavNnd+V7(~Uz+`x9I z7Z{?W#8KIivWoSv9-_oyqbncsO|DL7?Io}b>eDiKz;!6yv?Vaz4UK$g#zKziU47Xu zsQ-V~GN^05IVzJxK~YU@r895|loe}Lv7)UQ?#hehLpVjdC`Q!~wZ%SYEDpeUtu|jpsa^@Yff!E}M3UGB+h71K(AmTg9h&ue zXhok;U8AwS2c=8UY;PufW$>^12IfFpneJqzX;9zp&NKBUYzi^59TO?ir{aIL;;PhCI|Or;B*czIb#zC$y-je&2y zM4D_DrMdPTd#>G1{vF6`&gkk{1O_5-S8I!`*v=iN zFX1K3>ArA6dUcRU()~p3uu5U4oQ;@U_sU+&nSsRu#w7+&j7IHDQc`%%7@VrUQ|r8+ zy~Dwh&T2ISvxZ;wW*J7T7+By`;!<43Xsd%^Suq+5aTS>r7yA=YyS6&UGws7%Ty?@D ze3H*|Sudxz)Lv|tSI4;vmQrc z-&rIp;|QM2jy*iA50>)|+4t?CI21=AiP37R3OcpJ=VK1vSZ5)2r%!1YUc}cTr@*n=%9W~OlOAGXrm?Q7mzzAj z&I9F6d%r!$F#K%eK<21+)G;G?9c{IWG7iV; zT$n6p>31+&;1}JJ$I7PsAvZN%yiqVOewro0e48w*a4sC_`LQrp;&^jqWqzL%@EvoX zJh;Y*$BJBmW3jocXhy9-0-o|Z$azj2X2>cW-$oIl3vi$ z3~2FH_l2*7QlOxfn` zF5WSUyCoOFGfoC9_H9yo#BJzfr@=YcNU2cTo=ZpIH-qUkjedh8&_+DbM`5NnQ}>`V zGPl^^J@S@tW1Ppac5O_Mf2ahp23E^EoXS(+d+z4!p-3x=p6Ju!SEDsI8^>}4IWP_% z`m{9(^g= z`H0FmlW|lapO}JSB0|_=nzF?dHAw{nw$NfMPEw(q=^uO@_CnSRd%?qSIF7_Oj6#SA zXR6v1m56!GUgg1;{_32pBeA_#R%hq3evbo~!+%d?!e72jcuZ$}&)`1Q^8IZz;3`^S zYUw|)oR-l%>g!KZABrh-0ABmH!wx7dcEeCwqeoGqdygK{4e<=lsq5kiTrq9C?=f5y zH|ZffFz6uy;(_|zX$U1nLtaAJEp0hgPb{E1U?FvZpUNcrOFk!SV+d93Mcfb@Vgs(n z`LQ78$3?oEtj@VHgmS#f`&fEVJ8Xd{rzeVQ(Lwi|uc1C*ykRf*gg9gJr=fcSeeMDL z6Mqmp@VKv|o-ZnS3AT@l*|oi;MtOGgl4QS_lU`|>C9`C0KzHohb_HJpx@rF?*YF&? zN3S84{1||aoD<4o4#)waxJsa$WJ5G7M6!U8;4{tv#W5N#>b^W2UgB^_$F@c%Kfq}) z4W>eFIhVu#r$uwwU+_%!(H5>NYp-<=oH@aSTl2FF3ahqXhf4Hcp*JL8kF`A@n!6i5++_C>jf~GJ+PVC7d8j z+NI~*o*+s6VG zaR^VjBC zl>sy9XDb=j%9Ykfu+rMgVYmn5aGkYWcM^3d8p`2HZi8L1l3GZ~m{T64X?R=LhFWlz zQZU76O%hG8u&%62z+rCvR@HUkke7nx3{d~TMMyDf?a{(?#37g|H@RbzLoeH}K5D{uuqbFag77tt|8n^<>#Y*un+=30hRP_v=!9~-*f=tR3x9A34H%xJvl6{xJZ#Na| z^=us@HbT6J74zj+CKIPY4m#{ZITa!)K;Ib7onidZM3`=nszQ;SNFU3^P@7VX#{J9v z8M+%~T+_>|ngw*Ix?baI zMiDOozpgL0aOkdi>8zRpe>v0Oh?)mg=rUKKO?+8Ze)}dMNoZ&%BO&Wsl*VS%k}Bd7 zy36mwZ`2)Xo5<<`(?tpH21`XZNQOW0d(j0(fj0Y?NZa9Saa#Oi*8Vx%7SG|dn?Y>@ z3)D{Wt*R{ErSBkXme4zMjUV}QaT(cE2LnT86MoPA!qlQ_b|YM5j+&=q6~i-!xFZ&U z(ezL*<$^GSk|4=AzqXhr5}=AvAvx_IXo|rg`UUccgL1e027cpjAcU%NyKz<%#cqt_ z))1>V;?I}}O^xHUDu zf;ZMHf%sUaLoTCv9$JsAYjA`fS;z6AB|t(zd?Js-4!&sC{Ec-&T(kbQ4sncC(psaZ zIr-UU%RD!;WGVl)52%*DYcNHef>V%SAM;kwa@s2w!cXDpVlcnNTcRUph;Ry{F)#*3 z!#Lv~hj1ol8ZUiSx8`GRKlp&h>SmB(Dpdoh3m-roNEQja8+(Zs@C$nE8n*o&7WfxH zC3=q*z;AX<`v3dgT2#k4lboWBQFk+R1+fPm6hBoPR2G`cQ8Wbx^C0+D_k$Zoo0d}-aIWqPePJjJGi@k5 z#p7-U-VhJ;3NxpMw3oZ$M(QQX@IHJd|1eQnAIE)4a7&-3jeU?gXHH{9#Pn=Kr~*aZPr$6 zimg#H_`rDtE#{oxiq(GU1IZIDl` zb94{VXfqy%n^rGz*9tlK69h)39;0Dq))y?nM=U>%wKA-C;F-}mMSL&(Mcu8mmFD^{ zIj5bns;rtvp}wq|A9>9AmSX%N$BJsSaWEsPr;{d^_;j#WL~GhDe~(&Y=W?E_HzW)b zycC&~>bs?4WdNId;h4x1Ooh&799A3-ke|x}*o>QTAsj11I1jh27sgSYfRWe))>!Q! zCysy-y0{s8s+UDg<*MP+cn7EGF763+J?NjV){X&U`|5;aS1<+<}|3>x=hw^$q5S z!B$aS3N6TfNe|#b))Q-?b(bz$Tky7Z+geH6=@ve>o?FjgIj+PMsvw6_HSr@3=euwX z@53{TF(^DlE0L@lSWvn-;MlO(zpXb^wcIpTB|HN(z1HN#S!1Cf12Z;|G76Q`Vv?9GHP>_=yj z^I_yiqIF~|Q9i7<*d7_o(M5Cyb^CJVIsi+F3Q_$q8|4&jEB!5FdB&1WqP|3XX< z+9C_BuHK|Df7BQ;N{k5`CD485{09I4|NktR1$b0P`}XINnK`l&g(L(LEPtF3v}lTZ zkwTFGA)#oBG&sQu4N@$)LxW4v;%>nyMcP73@nVJIQ1qMh{jU2ubIxXScK6JA=6-(n z?rUd=eCZ69U*_8BPK1e2QiV`{HHR1QWPXW5UcZu9|%!vc<^3ThI3ZclkVe61_>MQZAGDcf-e&IRQ# z5+b1~Et2t0BE~{N{V9A3sqiaxz;4u;*3c(#!%Bkkd;*_f3J>FNp@=;O#zO>6f!eAF zO^3NqmgYfEm7*%sC-euu<~7iQmcdySA$w3GY9qthgSj|2`_YGfET&xapoamO+Xgro zXT@*~r#cHfqjjKvhMukC{necW|6!p)%GkPmuu?=!~@y zCd=XS4jiK+bWvvMTl5sJ)1Oe$ZXpZkAbY>(0{kg`9I8T9j3?U4tHQXnD#$IY237?X zjQ_{+s+|9{mB_J}WtGMxE``Og40hpiSQg_jp5yo!R&*=6o8&H;KQPT2ZY`2G^9{3G zs!UH46|cJ5byXkxYrCP!#M}CJy%1|+1@{-Lj5&L)6{R8|T_2+Lw(I%Vyu&>26r5}{ z68qVo<7#e>nVjx6!iGi_?4@o#Ujp{A+he#MWOu;5oJa5H{an>&`>%SY;TBy~7L#)@ zPQLUscV=R?4(X$MHZ};_fcdO3-d(uNJ25PbdVmiOVq>TZ4WR=B;lI!i_rN%sLS5wp z@jy(GPs9^(9`C~6^f$hcl7pEr6l-vOjsh2Qpn?U~9@&$EsHobdC&D_O3RTram;|d$ z{YO$bO)xbu=KrgRN1K{wa?~|{aqm!l0}j%4I6^Dr4Ok$5hc5O7?eIMnA;RH-*dq3b zNJx}hgA5$*)XaFP8bbca8&7cAsV80?<2S3w)qlm|d1?2Dhm zcKS<4LNp$tUG!Akf+yl{aUO1ndAJ6KV;EPb6g(?_=Gtl~42Bl?C6*<@k0^wWh+`rL zeTKJb8eF53VkWeP^{br!#Oz+!6Q1aP{1*rW<$< zHuE0-4WEhQbPJw|?4!$6SNdSOlL!5f2di>4Hjx1ki9QH~YFr)%(ReBjZLt*Gl|`T^ z6ftUvEpY@Dg;7+-djmu5{B+lo-C{0o!N9Za5`ns zslaf()0s&Jonkt{S4uxccxOd^67~brnd!VIumG1;HJRwbRaB^$Tx<@l3$OZ zF|^znO}X`2XENo|JEDeBTc;Owr=L`LC)P=#f)0kLkj*NAwwtXT-Lg;FBUCN&c&ih8 zYnc7z95v{;ecWyy;Cdk@tF7=A zZ3D*>B|oyq*$i{7!_Y_uYo9&@b>&D}LFeFq>MPH~ayo2HP!~KzM=9{V`~dIh9X)qn*l*|^yaUChR5vFFmNZo#hACEF zOtYde3LgbDSLseU&W&&2clRFs15@-RSkG^*Zd8C8p(c8d8-#ohLtO>2CE1K#&=akm7X*NxxSYH97ARVN~QMaH( zy@5vM?ypO@Y5GjiVLD6)N&6eQSu{aU(o=M2_YBR~9o#S6srooY`43UL{#GBPLo`NL z$#aqdg3nWAa8&SWeUTFU7ip1Rpcm`2v{e60KhqlB#^29<7*sg;2lqSwRk}#)^cwvO z{bHW$?Jm+O?oZU#Jx0gqIAxjl?v_6ECC@Fo7vH`ce&-eiC0+hqU2k+F;Np5|vc&+v~iWpfYrEw#__TzjhB)>k07 zt#7)0l3(TQ=*u3@@>vcGUdhX&TiNVe%j~P0b4AWH`ykiw?cp%P3Mo(+r{Xj^4O=kV z$Nm!MV37P3?i)Y50DEySW*_~`jo=P7guiG$&c%t?TK%9GshoHXW{6wZ9nV7=j*y+X zvegzJ$o)K-VvH}R(psKGC80egV+L*FlJFT8h9T4#3qW0*LW>LuRDfKnvZ@aGxPWLF zSk52dyz#xUpZfl>pYu`Q9o}cp@kNFm=Sex&aXWi^P#b$KgKrJX$Ts%Ou!^}u!XJm6 z2w3j63Er){YTM`WO$%HR7#kWNSue6?WNheI<7yu5>LpGI{WvheHwE> zzAt_5B0*!#m`V3TKhrCyu}%o;U8ucYPmyj>x2pTOlL7O|kL!hl z>%sF#@pJ7$}nTQY;rB4|t#emEipN1xLUD z&XUDpj5%+mPF8iG9`tuU(n`Zfnb;IEv9<(foZ;h%oLgm6gpVAf(J%_e@lEG5wNHNI8%>3#Fa_IzG@RQ4XTfxNlw)B!CF6P744Yy>=tWJi5d5jnsq&aATbh}BC$q0) znG>OA>F&@4PGK^{aSy1$J)sBW(#vF$Jgj~+uX`B8n{D!~Q1Ms|^imCXJ2jL5TW?$zCb_qSnRra@>fWgMGw{u7AkIg-4Ia>J^SPk6s zcmYFw^kJyn(B7kGsJC91?;b zK_~AJd%9jPTeuVS3YphVkzf6%GjP#44PDKCfV>D7O~;O~lYO;imi0BAQ6Bk7KEey~ zl6;6G0B9tS=j_Cm4wHBa?=Z@M40z>Cf!6josA@4=+zK|M=>T$YvD{O&o^p`rT zI?@K%0G4b+1?VXbf~QzXzmUbO!m!w^spiHT3&1Mv(0fr@EaL{)z%bu6JcUPbrd%k> zQ8uUV#nw=TYQdlI8w|ovpb`|}lh|4W+XJ}?Pm|lY7Jn3P=sEpE|C$-N!}kr3uBN-< zu2@Vv=nt8W-{Q~WCvj9vfTAiVHNxF$Jhg{)VyTFiGa(ebFjNc`cVGc6Gj;h=3>E_f ztA|*h9!sLVYCSy?GfgJl1ykX;$beZU%Ra(Xc*H-5=I{lrhFDcWMPmpQ!ip3O>zyms zQ}I;nD&m1&^qo<^)ZF&m>yRf^O-xJ!QCi{ zazh)6hGY&R1=)(05|%?r=@?pUApI~}Mwq1Cnkt*zUk7J%3^d{($cOhZr}v)u3^(Ls zIRtw0P#9`h)I+0KkT4107T&`BGS+t(cVGep^LE^hd$1!U!W#Psp1}7i1v*1HK8;14 zX(;8lzBI0z`zKY~^r2xc=$*I|uZ4~^D{zwRCEkcIi#?a@w=AXC$r~~nfAD;VIZUQZ z@&4w_^_H}P+)45%PL^|J4{M<;?l!jk?s#){mRZ5gtSrpw2D#r!<$fcxP`Z0@pQ+eb z>qk886p^1h7j-5+&?_+29n0grW4R{Qz_HwpOX7ROrzhOg`YAkz7j%!_+f_La#&~kb za!#~Kw10bEg)hYUct)3zzv%h+iLB|(5j6R~tULuXFjJ4m7-ycg(jGt6b)Kx)&DkT;lBGI_57uF~#UB?2S!yZ@e5<3X?b%OB$a4#ro69uJ7Mr zD@C~9kR|_B!|5PAwoaJ7P)HY4qtp&7-N}iCxrOtkr<@hWpIXr>l-mcDRfgB~dw378 zu+?m(L$k*wIG^Y8LZi>j zQ6nttOU6U)3)KV%2ZZSP_8G3E2l_q>uBq$jCi(`q(EZRCmSu%G#T*MIqGF6xKl!4t zCU0;Cs2NrTQ{}z60$wvmC%oaZiT{9}Wtj1*XAXjQCYA{qh2c(uQ(pFUPWvZ2SM^-~ zk2)RG13&WCz=?V|_SX;WG|vZngy|yfb$j!U{qY}uVE-087_;?^2V+2By#B`Bp!##R z`frfSDi)m(MPDvdqZb{8ny&F9v@p*gByHLT=Ta)=Z>@Oz#>`fV$!-aHtf!}EueBTEO=ka+##p!14k!`4LoLOHxCkFpbCXsVtLCs4 zpXifVnos+_bsNG}$}5jj4|9hua%Xg9w5$sOvKnl*Mo<)Fe-C(2_Mp7*DURSoYV13} zr;Tq_F#YKZ%8(~@Ma)t$P|I|(GFX>FpgNP``#|GWO1;4k;tjroxA0y>V+T1@#^HVS z1oqKGkwhISPUQ?d#24r_D@;*k4O1MFN8LD>Ntt#z@Tp|FbIYxChqPeegHCkM8Li6X4j{{el zp8q{8z-!_sL$c%Hh`2=Us734+wJW=-fVu@@3zN*c161u*2ZyM59?zN-5z)I z|LG)5!aep)zF;>9?Co(JEl1%b?MO#{%(fJ0`^^cwi86iJ$3X6(jr=&=O@zWza2ASTr0JF0#C7N_>O(37Lral^dtpB;=u9@( zlj;=kJaOmQ6Y{)@3orbxN@M3Ur=fE<&x1T%bxBC>s#T&+hfFDaHl#$<;gGnf%OPJm zm726WAg!#WNg7c%nl_;(VRx&nu_mPF+au)J>fk7$Y-` zS7l&6)5D6%ZTcrq9$CeiVtU4WPiy_HuN!v5q1YwIP)yVB?4G)5;6&fA{HYH0lr>$T z3(mK@V4R+0cfvwCk6zAe?PQ!_wk*!#WHX12eTDUwfC+XJdpx%b8SJfw!}x-~Dqiy@ zV0&zh5uvSc16$hCt<1c)#!cJ`vqz;{VqW{EGe%u^+Hl*zCcMIm!LDkoQ&GjKJj!+6 z*dI&}cuTMKYyA4k-cd|nc z2Z>fA`X0*BX)Z@Gw2|}CuR0&q4}9%>&zXjG`xrh=g$~@n%EvMMLY*)^T!-JAA=)sO2XQ9VczGpV_qlX6nJVWKgf*Dy)fvJ2|| zbWcsP0_19V!e{-{cq9+tG(7?YU6VKEAh;!;;x3sCB{|M8-V}KZ=g8A|*eD53V0ZWx zGpte8E4!BN2dk~_CTS)@M`&-f3xl{V95C+u0|K`+w7eEqVRL9^^6W;ssG8|MUYA?Q zs`en-CTn43=MHQ&ndhFlh8x1BeZsaT=>y^$VEP7DQ6JbT#>q({3aT5A{T{-ok9><^ z?BHgxSrov>xK|8>2DAhAVy1inFX>;>GN*C-{K^7lxTr8T=0J$X0EnZ;++Q}O5^^4G z7B{&IbcHC~BDRRHjH?vYdvPWg^psV41YKt9T6&Rx%y)l&WrzJnZ8Or3VdLyQ^=M;%me&T1cY7Rtj~e&8Fs(O-|Sd8=(Vvj1MPJmWpuJL$;D= zl6M0nQhRdbI%rQhoyDparPv3pM4f=CCRwD*YE+E_AP=s=2BNOG@0m?qP463r&tyGn zWD?#GWWFv zrb8sP!{VfPA)FJ-peCIYXN?v^_IOU5H_C+GhPL})5i1qT=-E7<7Jx{hZKo=~5g8Td_Ym(toU9eQi>u0Y0cS%iI1l42nc$o}2p0+)p@ zhT5a_X%%VKUn)mJE@)}4JsRTis_IGUR1&J%Lpchyb*ulMWY*L-R{RT&>frWm1fodEnC4_vDIXgRiYuTHSe|# zrih;66F7*s-Lue`u5%9ScOGh|njROUyFn!`Zq3f841iRzaJ{j$< z$Gy%*T#L=+Q{6OVEKUo2$Ahp@V6wi+AKgm0&??Lx{6o*R&)bZ-)F59hhht9uKqZ`V zs-6?h@7xadO3zR56I9Wi?Y=qr*;Qg|eK5WyYs5DhtttM(rMR>=N+XDf`eqU8Sr z00960G+76H)W*}@nVsF0bj4@;un7=KD5jbkFfEuGdI+I|>AeR`Cv-3!LW==I=p_&^ zU_u8&Aap|v0nqTSODHn+evI1_!YH}_# z5e-Ciju^EbA3Jp&zw)a|7@{WP0u!PZn>X6!`dNp1vg2HLBo)@L)kpbWM(74sCj45L zB?nu2hg&%@-ie~plnwWKzoaZ!Ul-F0Lpr$~=WlggJ%jD8JL(m@fcx?}JYyWQ@2lJ9 zh6i+z8_`%=BTBTj5uFlW?F zxzJ9N4T96*a~(zfogBVQZg4+yJ(I8DwArS z*D-)(Rhc}d1Qn%D@JzRblJo`nsRjIo*=VZj0OzrUwJ(W@kCs}M}bi!!Ud5g*1;M^h`KDkQm64WA4|n# zdIYb;D{&LM;cl@)?i9PkZczfaigxfut`V=~W2gx=;36c51!BIaPQfx%&K2kJNBmsW z5}Ab~l3fkFgDFm|5wkf*9>{TUP~4LXVHwnu1*y5Z22Vvg{H89Mcj6_Ml#MYf9LE=O z2h_!Fv{)<^bzr54$Mqr8rUc{iKd`&jc5UX;$|_M z?{bO=lVzbHEfG28ZTMMy3rlbbt`x!i$&uJic89)@s)oQb+#{0YW85W@#VGh)PJ~5Z z%l%>k?H9StJo8-a)Gx(xnF4={bg`A!>`VZ5KyDX=g9In6eMayW3o-sPGjh4N|MPVSH*daQL z_pauqp1kTCsdnKWoZtzw>Ub`hqbA0=>E2?#P>E)*$q0@JJwYW*U-umM6bx5kYPtCd zW1RU|MlHsVCcE!yi1tob0sQ2vZ2h2WSXHb&I7G#&k?Mo<8~%n-)>~&M4)MG;4~(|l zzVc21RZz{v#fDV4Ka9VpJVya#f(ix?z!bZQDG>ZG4aUJ($cZ;`c*DM~c8HF8h$?Nu zF;R_xZ#i>@h=0T&@j%3iRuIc$4%r0yiNX-TXP6g?iz1wlFV$n$QTH>mmsZnt)!aP6 z#%S56#A#7oPQ+yBAbk`qPm2NgJ)Yz_t|U*26Ji$3hHh9vmXk~1l*liSi8*jYT~XPn zBtKOp*+7=Z{*)O`*+Ec-XE}tub%T#>`DrW!7Kz##Eh3>N#akLW3S z2up4kZWsXfM24u3gL$b&i#R!2NO&o#i4kIncqWR9ilVdq26tf9Oik>!dcN*V185AD zbIq_KxxQ;!d8oQo!E&&)4#QHqAT_bJ`Fyy{JJnrX*VUh4aT?)d!5`h>7>>Dctd-S# zr7DZ#FjU>e58_{Dm{<4=4LWkP)rPuK87z$@u(m9W`7sX$K@dcc5A&!8bPr#sP?ecJ zFqd3ckMON{jBmsktFN~Vl!2e*a#@<+JBI6IU-1nN6FDhOlz=#BFK)q9=!<|=AswdT zMoJc(?R;b+923VxLHPqT$GLEVXZxf`5nZsT?59@3a(GN@;TM>MZaN~S@YzM>xAHt^ zZ8f?iYO6cq7kPvEXuaGZ&%pz+S6!oP^aSqXYw=nM;wI% zTyZ|A3ytMwW}mI}oc4pu%#(o*^0lhsY=&CSPI#(+hd6l0~p+Sz4U4_-9d%d(c)m0z)AmpsXvCv4uHg_mXun zAGERKz^NNTp5gxz0d&)Kl9zstY>p zg|DXPTiHB3zh|;8FU!l^zI1mv*;Du8JXzk^lz{own3DWOZAuAz^E3oh3sL)%8^bHa~o3Sd3DCTgqQFN($!PhOY{>5MH;rG zcKn+~}7|IpcUnC*o7$IP^7%jXw09(REuGYcgsfdAd zd`5Rx3`04u-ho05V}*u^Vhz559&i%|i>@3kptrapdW&A7HeBIV+ylw7mjTPb>eepW=!0y-s&+#^Z1Flj&VWi3I4L2+8 z?ifH`u^IQtEVKaU;bjpke`2Mx2iD?vRzv&o93;wz;-R<*fpH|&)=4;;zE}4}y!{Xs zsdRBqq(WiqZ*f<2RCh(Zyvuuc#BjY?-Gy!Pw)l}_FSFrAF%2(>U+@@Ir;DPuyu#16 zg1gNrSdB?=NooD#8ZYZg_|iJ4 z59o?mflQwqCLDYRW*;ufnCwb40ngVmWP1(oGK z5lb6%IqXM!t%~>+uF^%ZC^o0@x-k{vY%h!ju@Fb9lMmyq3#0mK+VuGNz?+r%4p%~mnt#KdaG#~X6 z&r+&qe}fCC4%WpxI)S3>7kUw`rB(DDzS7B_!$B^)0uH1v@mo*5u)$Osn@~lp%IpZt znRSJhZ)6g5lYhW1SS}Z1L8yTTaK1Q>nM_B{y2+4+f8q-DLD)Fk)d052ida-9h{KQs z-(YT-AxhyfbW|R=Ca1Ehn~gufNUr)(T>S`Rz=EalIiHmsW{JAE19re{5egH83&shH zD}Vf_@vWFDnyK^nlfKFKae}V0qI|<0=Yw!L&1F4>Y83v%b^HU*^fk`L4fK>}_Jv5t ztMn3$3WA(iQ#j^>+Tv`)C1E3I3XBoGVVEc_nnNkkg|%-bv4>-mIK}UEWz}4ol|umi z#5|o%pK*CiV|=SK^cDTmYUlBKA~7PknJzbhj zzG_90m7nm2%BxSv*?7#v>36a*w1m!T6aI=VAPJMO5ocRX7~?sKUEws>V>DG~KK%;= zJa`c=<5k{^qExQZQ`i9tF)w#wtb^G z;WSot(mrTt9Q9tj6O}Q7wL^dLg(x1<4G+1zc4n8)wa+Soll4^Hlf6|K1~a~M2VsQU zPnE2nR1K2~tK=E((b>#kbsm0}Gi4Rk&S??akk#G4yten$WA)z7w%M;3)SVwN~BCyTst z0_R9wDMc^$9oG|mQV*go?lxY(c9CHvm(MLR!+s^XPqB^Ete%AXg(PibPVK>>Rxa|Q z7uz^X-8HBN<-@OOn^OQAQUPp5C9o59bW&UcEGamL^noa7FSW02H;F@gK$L^H`~HHoujhIwJXpkdf6 z_%%JVHw3RTes$VC6KCQ!6QK%l_O{{c4~D5Um9p#3_H|Q8rnN|y1Q8g~;b2SxrhRrsmRkD8``;ooubONa9tTEFt z8$U}nbv1Z829Qn7#(YX;`9`%+9aJK=Q=2h>O_<2|m9fL|S%LjvUlY|t&2yIGAZH#P zF!S)Dd$XC1Mb#p#sO+r$)D9f1hN-vCUL57S?X*{+);{NeV_AEh!%i2^E+-NF)>drm z+u_+3@`0shM^9(Z2K?RWsd}pHRxj0uzadtYV(<0DiMGb6aO+3(g(Tn=vkaHvPJfp0 z!@;@yr|kOfq1Ze4srNYz!A@o%X3zsVW=Fd3P#yOp_FEaOFbCjf$Ah)qrL1sv0F50V z7SaW^4}-9PF71@F&Z`(|<!arVVA_y5I+{)bM|TKX?~e+5FwTC)9D35p<7gxvRU= z>2LbZ^uycSL+(<4JZYb@JD4H(j0RyVcQ4b^{m34PLxRKnj=B_tY{Vk^uf`CO)=Rx96>%q6Ye zxQnrqv*CN5tu5G@$3xC0&dN4QTjhPRYAg2SY$N676V=e@UG>8|H^%}VvY z!+$v5<74j|g;L6}5VsDugS1bV4hhpP$svl#-@q-iVlB!9^<@-h1F*+Z4ek$lpdRM6 zT=p5NfZ3s)>?UhqZPp4SopG`-EHL&pca2BS?S(snt(7jlD6~@|B zRw^=xs`!p6a-l@>!)8AzrakCRk>N$Pn4%*TX7STMIksV za$_vtXGi!)yulEh$7(eJ&X6CbbEgi$&7zmwDB8jd84KHaU9aL*wOf>Cb(o1Zzy#b5 z{p1C4L2QP=uU?5T5F+Fg6^lc0Dy{NNXZ^E;ZhBVHdis@`vQpaR`rWmP;zRw;BwT31 z)#ob8nTla*y~(2rsJU2BT`@mnYbPGZn1FWmIhvnRs1Noi3_z&2c0cwN5&m&F_7k*{ zYK)oYew}#&PQqpGU(G>t)SNOg&Pg*LC;O-2P47r%)$#01Tq@mrkDXv$ti_l`3CxW3 zv7)__PE#s%V>fc1b>BtG=bmHtwQsqO(lM&aHC5lS7w>v z*w;K~PHSea@I9x|cw7-2uEJFu#v!T+W*oL~7Gq`gA?RsH4(r(GWqom;->@&|xU^oI z2jQ>G+>m8hRjtC+SV!#*O29H|As#W2Y970;YV3-;1O>M{s@GI5G`maikU~B6HcC)&;wyEu^r1v~4r}H@6TBinBpLwHQeXLWMf{RoFBMs+d zjrK&S22TB;EY1X+@V`|YgHe9|_TU|M8ZEM0p`R7`HoD|mYF9RuO~5DSH?1+;jIdA8 zT#k5-6V%Lm$)u_%$4ncR*qVaR^p2=T(H-@RzIs=a}^ZO0j^G zMa{%3vWITwG=Q1#<r+P1`ww3S*-@tIdj4Eaj7-lGBgc8#`z!j}$i4cKuZ_Iq^E$cw zE#*f2(XQaBFB9~ao^-pu{6;>s@7RCYU46CWEZxZ`JfrPGa+KXj=asefC3g+k)mK~A z`*dD{4t#F0ZXjm`4GSuw!{qMF;j+9P6SUQC1cyXRTJ9R}iGDN!ry>TBbx5imLIfa7C>8(oYtfg~4OXZX>M^9lFERr&>l-o|hpQR1 z8y|>$_(%kB9kS}n?4Am#2+pUSjC0mFx$%*^2+q}| zuoTwgPBxcj()X@Ax*jVUKa_PQGB;$%hvu<*uAZ@HA@BwSBKOsK6AEpg*)FiwLA2r?>K&IO=n%uJ9M)81CuPb6WA)0q`=Tg&g-i+l08GeWgwZcV_27#Po*GU|8M*a56GSyX0cp_yyO zvs;&HG)^1tsdw|e!f1eO-}0GRt=fg`is&i9@^@k zAjGOB?@$NVP5O)a=(BWyvbpBLJSZp&%AxiQcOIEro}_MiG5ic)$)&IimV;$2fCaD+ zQmB+np^qjW;^7qiNePeuJ@kBj)k5DlZzRddlq@RYK2eUtFXuuEyZ+j;CRh4XIwPjw zW|)E(L>6V~8^W0DVvgL0TjWA&#VoKu9nlf6&i&4Kpe*?yRyS~!mr1mUHP2ECm!UF5 zPJ%D=0-6Xp^>}8`m-vWP?;z+%8`y0=rU!V#yw(8W6ohV6yy63KCn5f=R?EY104k|H za9f|(n<3e*rsH6iC&~Ivm9SbtefLN=s6?5hV^n8~<_sqs3M0e~xGn0zO6VXuhzC5j z7wuSKcN8B*QTP{&z#;fa{3PNz3c+Mnbh+pjYo@#K9mGO;JS;BLY1NMP(?c@TC(rwfUNW@#>t@P0aIacSx@2E9p3!0`|QwQoxQMf)d+zPfrEsZX+ z8G>HOJLZvmpq|LPCh(iuLv>$WGq2#0{Qr0)ui9^bFaU*F94~n(llGB?9!3@_Zso;1 z*hlB#u_gr~XYf03Pkud87h&~jd4fEXbt{U*yG|rFqB@ip^RmwEse@<*M$kEovwEmT z@IkJ@hP-X`sZXxJz}OgmLGGj2oU^Tw+JJ5BkMbmTWTvQud&O|Lul9&NpK@d}HI--J zU;0AL$4c^`jK@yUz>b7fG*~vnHdquQp%M0%m3g~E)??qZm#fcDF%Up&xa93^=aX|d zSHF>~VGXQijMC|}3Np+zaLMePEmie3vyWbxcQ@LL#v;|qs%pjQ zU~3UnlQpcszq+YZ_*3@xc8$|jWEEM>H49qniefQsqOE!n9HF@|7Yb@e{vQAU0RR6i zSp}R`#oK;sW=`CDw^^25U}-^0N?JgrQ$P{vl2~ae=~xsN5Tv9;QV?V*ft96O1eES2 zBqRhZLg1V0|J&y`bI!dd?##UPJhLM)!A;^Mo{YOph=<`QiRVtr+nA{!#v}k;;))V{AsUV}4-l zxtZl3<0WQ*zsM{#L;bV7$?W(4D5P(Wx!9Ws*}UeJLFK+KzK!8aSC}Z1?UFfh>Geu2h(}Q|Y z3)7Q&o0sB5d>$n#)wtdmnq@wv2$dF4Y7ET`jH4+g+$Ni`G?vm#r01xyG@2q~NsXds z@|S!Kq*f=19&DVU=Ho${m12NY?xNP=lY+oeR*Z}L=c*VSmP zZ71{@U7M!JBONrYXoedMbfaIS2E0Kta3DURaX1EpdJHP=W=^X0N_+hg%vQZP)DXXN zst1bdIF94xG6F~7Gc_C+@O2Qn05zcq91G4;!&QE#z4}1S^cGPS)i!<>{So*l@HxHV zRraFQrjgjPv`#6ZbFQq*<1B1Hq2WnQQ^{o{_IF=W(x5&Hvo+)wBus%6f} zU@8wk(IJ|qs>`oxrMifN%_ZExGkF6hd#$+*x8_GukC$Q?w`8?$#d*{)XEmnlIBzv> z*XytoAJ*v@t4gwViN7&9coLS;%OwZrjd1j6JL@n!Ej-G`FWS%;h5g_;jKvS3yPaVQ zgmD?JLv6Z=zrk;iAfsp$jKk5e9vexBtKru$3DRIIeGWdyg)rM1&d23oUVSP8R{@~ z!7f-zI^%A)gp3W$_NMCvw1DpOd`i^~u_4~)g;Y&_MGv^TYK#l%5ih29aE`sF5jMgK zsv#!2Gw2v+@JUH?OJY0PCTrwX?7$tJ;^rTI1_R6?dH~n(Ha>u@d>+$czMwXyD;al^ zZXpw$Dw3CK$ZW4`Ag7b$C5B3QiQ1KD59B4j;1~SNeTjG7CwND_RIZM3F8N^d*GrD^ zmPWYLK=Mg-E<`<4EY{>w)J;;P93^5Cev5+`L?Xm!9U_BC5=l8I0Fgj$zZ$!`kyud* z@hhB*E9yuay_M7*Z;Woim8qGv(Cd_hajHF3hc{q2JiQ)B#?@N;D8k$xH}i zFc-itU>g?0*)WrL$zhmFOdaR(U0Z+F+)w0mpR*Jm5BV@=LV8 z+1)~y^-$FYzYXS-ZM2)(V_V!t6=aKQD7~?<^uazD=k>-|Q%0&uj2Yti-X66|wZ~TY z0cMl-c$kdIF4>%Pn=vM-clBWXHr1tG+?)Gx1M0_v_!BOSd!-DfP)}2AmFwawsvh>GwY-M=Q3YH7`r7`Q^tOEk`+YL@R}mOX z9{L!K6}h-w??w`fVYF9uB{!Y1qqvGE=n*`GyYOz{F+7Gl@*Ei2LM{6%g|Q$FfH`X>K43S;_PX5Fz>Tmou;*R>0uekqkl2h9GP)*ct@uk2>b449jSLg@TRi*I} zCkmsmFjeMib{0jc996fgUzrO^9Ob8MSd0Q#R2+*Wemlwdl!bAxUjD*Wre>jZbZ$B`63& zTWZVq%tz7#yWu^T+%M^5*Iv-GJuetrLZRSncZ)($3ogueWe(c6$rIr1) zZ@HV^kE8f9Y{$-g9Oh#-{+u_!DSC~7e}Nu+o1(1e^^i$YpGvxWRAcJT^W~myL``Uk zjN;DtZniMz=oa`} zu7ti1^`%yUN7B>Wc8^6>hI4QWC*v=m6cIk^~PoAo5?O%4Xx)nEuop5qHe_!7p-a4N+Ipdio0pP)M( zfg|vkM#C4B3NvLijD@xMl;%MNtb{AnO>B&-;V0Qj>Chgxz!o@7nKqiMQ!0LHpVwmC zlkh^OJ3XY1I)wZ28f4fJx8zlL3R>{HTuwG)E;$4Nyv7&FcPC+c_k?_=Yx3*Pb4kZ` z+?9KBEzBcb(X(mB8a92vYOv73_FHgmRGRTy~wlsl9 z^F{TO_bN4&4szK|#6`NC&Bz6CkR)IjGjwe(N#y6i;*=eeC=b=4{Qvn#ZF^T;Du}sl z_9{aoR1U044Y>tZu-Wm5sjdQ8S(R58Y!+{!Q>YFv!_jmW&Rf*6bDB;UVJ5A`@C?qt zRLX)~xP-3SdbPw}xddk|*4e9{+NyBXUYk$TDFZLT7TkmvUr%@;HD#k+&pENEj0oa{=8?jg$_Yj7wBr%XMl}nmjWB^9gUp z!EzN=(N^=6o?1RoOnW%oZ>#$172Yc}Oq$SeKA}qDXihezusu!TUTz}Avm=-J9-h!o zAdAC!{{;PRJ>eScvurAC&xyPb4@;uFffcbFp0*lmgk^8F@D474B~Xo*!%|!GmqAso zkF#wiSO!^m9(VIK%*S8b@vMS1(8kue-PVWV=zB<@Y_uNE&<6O5!hC5St%VS+gmxUO zTiIXw$?CFB7*8MKua==@!WPc7e0d*~B-ds`qB?k7y-Bm|d=~nRX`VEsO71IWwOcZ( zUEqOKNgNjlSS>J?CecG)Mwv9yw3EutuU=ND5B1q(!sLsecj)$OGVvV!A;@>bH?QhcK%xvG0iwO8phD0tQ@;N*0inAyRWRGG3vyk*H7 zbhNqbej*ES5-yM;Y6NfK+)~7pG<~R>NwX>@s5V4>O3&r7dtZ8)hEab@e^W0oAaXY? z55%b`6&D;DJQSRuCa8k`I45t^CAvs6o$h`_)H*fIDH)ZiF4I2sD;-k9LW@It{FBZB z{{j6@qoWQw7t~>Ar+<@8a!0fR(rKTFsdoj)1g{90g z2LCK>;!8L~ZRGmy1w6#t)OK}>H~23x(T=F1* zKgK$yhB>PG<27|dJ*0v5N?SRp8k&wW2>X~4da0~6MfDQe?>R&96a0&YU{@K8ZOjnl=uzlc-K_aD$q^WaxBRCx44*3C zkqA6VK9j(IS2Yi}5fs*&tViHgXAp+b!aShC_V|$Q`#)QDFjXqhn}W9T{b4i4ab9W` zn45TnZ{kfHYWkbaR-Jb>>3jx9tJQoO(^OCUd9wOk)o?d31|e`D>Vo*8f4pu`5AOrX zAzGvMJL9oYV7m#0reH3vpv&vYwqox$xp)fBcU~xQv{sVOUB>U4lUU5Xh@;G2%dVHJ zUA&90;HPGpI;t+K6KYAsRdt7Rgo1%*xXHhZ7x<96k5??8U*`UUg`EiTWQBiGK3BDL zbDrTek8yc!V7Xg3vKFt-SuR*EzFh1;?_AV$p20;--|Q=$Td^PdevbI;jf2g2Y2;F! z6;n3;5BHHxX0akku`X-o~%#0v-M0}m+Nxj;4Hmg7xy}IXI`uG2j6xd`%j#E z7EjgR&IA9ky6)d`4mg)>K3L`ViyafYEb1XWq>Z76v@QC#+$nBtosXABv~)jkYv|7c z-`T8|WTx>m*W(DI55jy zn^b|T#7uHm1#0WsI*^cu+q)wJjoc`X;_OQ!^W zxnX0bjXLZdvx;pVcUK>|J8g95qs7vc`cVoL0kDy9m`~7n$->`YDWAo3Uh4ohl~PVF z`Ae6ON$O*_tN9YU=sEbenS&>#gfm^&aS~Lrx6ao6t~RPV^FIC5sV}`SQ}x2#sa|fvje8zHz^;}KYH!qx!DX*LQz10(aQg7Gm z^b1*upqA^~a$UyiWGC5Kh$Hk@nC8E9SK>?g)@EuG0&SyECYe-B#RayXAt4TNk`D2B z3?sxdWRE(>=PZl(+TF@W@hC1}-~HdQmx^@P2Nv-n?xzN*Wjt6d;W#%F%c`yTP`{>1 zs0^&6n%fne&WCU&|A>dMjrtLP#DAREBY(ozOFt6$@|eC84RC?_mKDdEqSZ0M8ktybsJl& zdOPj7HMinZx`*YV3F@HErV^dQa!^uqA3YC)PI)fR^RT=AUh>#g9K%KN1eUd0vZk&d z{ZM}P{!%y96a2?2`&)tic-$H7eeV=gn{hMtwl%DfO5qcF1O5+P`H0S`I&vF6;BVGl zoNV4H|2y2Ga&hnw-Y_zk{m zvw6V!Mi*X>S-L-mwdxOeHMq*D>utf=P9NTay}dr(>*}%Ij@z)Cx7ZoTRn-n0&ckh8 zt)g!09T-M6HIjEAnp9f}58)R)Bru8JSNm}vHdTA^UCW8Cc*|^#Oy~7{4kxNJd>7B~ zYI6s7TJG?T&8WpAQq2`?>87d^xWd}IlsSykIW=(D+Hktf1O?5fybDKrH*^Yz8F3Za zYuRII6LgZIfp@57s=srb&R9H;oUHcKenS7l$R8-f;)b_{`l{aQRp-37k?xvDxRdIu zo%jQ0`Ry!A$YxdOaVNJKs!m&G+RBVl8J0&iwD~(t1^jg09=XC)(PgEqq&Rcsw!Wt) z`U|Xne4oPT<^JaHmrgX*ec^|9a0{EZlqnz3d-R<&ci*Gdlp*1L!;jr~6RxY-O}shm zXGqXIj?I)@CR2R#E`1}-s2MeJ|I$zN3*DTWQv-K}G^ZA{MkYk=lH#VUDHOOaO{2p5 z&BH7ny1h(KQzX>ZM(w=7Pd0BH!QSc^9NyP&#mEWnM2xX9I}XQT zm{oisso2`Aac)ddf@UGOlKkj_{@Qmvh)xDUm*>SD6~!6`+hX`wD-bySK(+tF6xB+5a>B&`&Y0rP{dr^~6Da9`imeYk;lz&m2PdF53lwSX$ycEZf2;;N{c zNkvr)?>EcOXHa9Wpjv5GnuTVGSs(a}zBJ%Vp;de~o)wlw?!CZWZyP*VjhQqKJ zzJeDj6Eq*^?9xg0&=I=Eozw*C%6aHxlT5iR`-#K}rX%OX()23D;bR?vkyw~R7{cz< z9(^?%zJxh&1m{wW+6}2#hbr=P>dt2&9Z!R0iF6Qh@gCT1u?wzB2h5;xCLXg}WnGrK zNuuo&G0{F(hvIC8X=wFyA&BaE~9 zusN=T2JA{ZY=sX&@kIzyH%NgFIMR-+KaBvvk?=p{u$sM_)w$a+jc-5}RI}M2%`%cq z5J9BywvO!v(O{@!S86!C22J4+45Odn7|g-J@3odxv>qshF)svd9mjr-B2brbC%&!jEVTwYJ?&x z?AgV=5yAEURp1TS*-PUGELJn_Rc+kMcnJra%Xoly^T%clH!=0iag25+2gBKGjMXm= ze-ZsCcrxaqx}Z{W?uojXV|KNKR$Fq!zOt}Jqu_%=jf0bFGz^wZ+?#kU_%f-Zo*oKN zSuaQlQc#z5>{#i7xuY)lfAV#I2gP!PnDp`NXfO1#` zYS{QW4{M>NP z4&Jm%xHL?K304#5f`!l$hCnhDv)7715OUa7$ol?#$>0U1f#ktXun3cJCClx?YyhdzVPtnXL-?|){UO)t}xYw;xaC4D4Atj6h$y(}6?I5St0 z9&S1{Qwyo8I->ri-{l4DQm5z-_ye}eJyRYcIE0w7djdFX_Y?uMnXsew^Wtsw$ zVIL`+NFKh4ZJ-UbhE~wRvfWMizO{glt0CP+MKc%yM<6e>hun7Ma@tnS#&I${vFpDP z24Z#k0vf>o0RRC1|14Ptd=$mop0~_wyOux_LJgs}(0eZeq4%m31JZkuqJWWJ1p?AT z2_2+InxJ&)2qGd~kR~Wnl&0T%{J%WE-Pyg{+uNCW=P8$kYMz>}8VK&Hqv})jOjT9s z>VzsNh=-A?nHsM0s{yK(%BZp{zsjY2DwDk02d6>|H0Mi!(Nq-w#9ex*Roc{sy6`35 zqf~4HE3vmeh^Md{oW^CkC;W&P1=YDP)a88EPnyX#Q+R=3B4~Pz?YS3h(Cc(B=qb2_ zJ)no(4Z1;TK8dHXD|`qY;Q)4o_o2Pu6P=fnpbH$vn`W%;=lc#_HoO7XV@qfS8?mN- zte?|$=P^B|7w{5Z!DIajTDb3-Oc+K` zF;3vZf-}C7T%JpEqA9{fy&udNe_wvpOsC@{|8^YfkInQYzVLmCt^FB8Yp_A&XYOcS)lPQG1eSS|`LL;mRWZr` zg&A)OViV3UTRv>WVHAPElm`~TBV3A&p$g;+ZP6|5kNxd1om*jR1j}b_;m4-BGu8Xe z%;PHFVp9sM;3r%eE8_?r%Qf(bsexnpFS|UhH(9)~kQX{*s%pj8;b%AwB_JD>hHqhx zx`!z$Kh(ups+amvt%q}J2K+(G;Fy{TEv?j(T3U%OT zbx|cyS5*u?l8WxA_N&e+GnBH8GshcdUyN+y=GE!eg4oY-lJ&oBES8SSfo)A?{y9*J zU-~{U*)i9<-q+(kCYKza_SNE@zJ@&13^9q^TVAUq)sfl0W}VSH^>I2(&*2W;roZ5z zwat5NxhC2~awM1WmG?FAl{Il(+b(C0xJ|eTw=!9~@U2%%u!(Y=Jx#JPl4F9C#>V=Hz8C8|e zs55FQoK@%5TKG{F$33b)6vCNc@i5h!`uRK9J@ja6i`t`(a4fHqQQj)oZI<@TJCvhT zNXFSX3xATc#c+s|f$3XS7Hi-Eb&?LNC%Pm5s_v*IG=}dKrWcAW~tHYty-!gRIKVlC*2#?-@a8=RX2;y zs4YDP$6#-(y6<M>eM!y@Q$-JL` z;w7+5(8pT?*PLIu4ppGVuoxD>MgGAz3-Zuxm<1a-8>K*gDnJ*w9NG2-E=&udJS_sB zxyaY_M*RV0g)ERn1>il5gCU#=sKzsODmn;ZYSrVY3-DE zn&TR7for*i<2j#l2Cp=}&zAC(qrOoy)bDDidM-M#P?b^dsd$y7@|$Zq&PwOs{VANn zRnh0nCTwTO2UrV&U&m)sxo?~+;;#U zQ-{?QIIO~0%Ddqp%u`+PG<0Ob&3KT<(N>iNdvr03h0O4&j&hn{ekg3-@ImUv|Jg`m z;BP$wUf^pzfhSsTMOi+BWEcj=?IF;C`$2!$C7M(RX5n3WP4B}V9H)~YjHB4)UE4=* zz*ew9#w-WKK^1A^V6Rn`GD3cgf-t7)T=0dCf+~~+GC@vs0qL%A_;Ymy!;F3nAH#5~ z5+0K47MjUAH-w)uADq$;Oe1_|+F*am4)rM(x^OP2jo;{&*aJVbw$pH|Bdj$EFWIBL zIxqv{bRK<`dYVL0(z)0G8bCv+4;QEgREIjII!wmNI0a|oB%FXXp}E}*3qVs`#RZ@l zj;2Y}-YNrS;2T~i)esN0FkZf`9u5@l9_W;VFg8+Es0v5vJqTkm{vcy>ff|9&ZVQF% zE4WYh2Q72+slK6V$fpi+yiSKo)_OftEm3J|2{eW^>T~L&Y}}<>*rHmiXxOPfP`g!o zlj2@-9zq-E3w;H?rYo?Mw$TDQ0aIune53MVH(JecR99-euAn4lhlP9?@2mUjfqKYk zJQX*=9896RDjg4_C<8uMuQ8r-V+4eO0Q4H(su%iCdZS(ufs_C|()VeK&Pt!E@2F|; zvi{AVD-dHcu!9M9LHo7CY?*+GGHerWch2fn{%iUh=e+YuE8)_RiM4YZ4`aBYX)Emi ztuGFbM7*UV!AEdZpQlSS&v^jb{fH(&$oNJ(cwadGq;pF@p;xd~AEk}@5&S~e=})+# z--zIAX0$oNSe!j%VFBM0dJF%OLeXm0F0yn)ppXN~X14hiT&JtnQ~g4Ech7oCx2>1L zG%w+}K1R3U796BovhV5ar|WPXw$m?g`5iv6F2H$+bI!vG8l=y{8EE6%2A=-aT1Csb z8;#eUbUbyiEXZL!xAvH)G+)0mg=8)J)ofw2DO8Qx(-0a&O(_jlN{vqS>X|uEm}&*) zz%ia=R=@*(z)kJV=6jP4o8448XYYr~I?f&oAHZPiA3j6<^iimy`m1xH>`pl=r}Z5a zk($Y%ZM^_qxKm`krgA+eHx)A}JOP$i)5H(F#AkR%4~H;5;=wQ&hCoiYKa{X;<1xL^ z?hfZM>;|jzMQO!7>ekjH8~``)DrT~JLI!JsuQQae9S(3iSYwvp$xv7;>%m#72~+U4 zs?6`}L$p^_#G~qem?%s$6TVl+RVVC%jq$J=E9}@6#ONEZw4RwbYdeFRs{ zZq<@DsU*t6D^!r?tFNpdWYuQY5A;{mS-pUPQp&BBfmUjxYA);QeYH+N2^dd|Z+faJQ<*i*PV4z!mr{Tvuc02+X2} zqAJBH+|yL}LH(fW&>#%A*~Bp)q<`ezKL~gIt)9bc^#=YGn;KvS4Y6dCpJUJuK8V4> za^!)L*BvQZgYU|gUaOmU51y%~>NofoM!^N#p}v==P7*Hf1T9r1Y^*-QW#Yods@y6{ z5=3S}0l9vQS^=r@t<6;*sEFGsRXlAeT7+rX9M-C4&aX~mms3*_}($p$G zgwa^pnkSV~QdsjcT!kmXyNS9iq)L*=|czlJq=tL_Ia zO+}~(rOjtpS3J-!lqi}o3lm{B_BM6l3*po8SOezaMytMXZUeYPjbSlX&`(M6R~Rks zwhJ7?Fn-nHdTr=wUJ6Si2lsXio1CFa*Dm`B$YW*BT{;B-pj z5?CM3*u$_A?5Axw2=3x_%*)5IJDkO!#a0O}&NFovD9p!1ow~p?T^!ojUGNx}#4?x# z!dp39p$~BhC=N5IgZQJiIF8z4VQ7PsX&hbA6~KqvRVh_MwbYL4&CetOt=0Yg7xi4> zvH8vl>mJ+{w06>Ily5T}_SVDioCXR00p3(I#9IM1ymafdI~6j~QdkOk>{h}KTc8E~ z!6_!itTmfqJ$&d7tFA*E_&sMTgmK)R3{xPLC&4&(C=7*0)=>zlf!fypaQFrIP{&~5A;*zG;RC%7nLPT-<$nei^(z+WRzTWuwi|7lOq z1F=44Q)l2WXe{Y(JPcB50CFrD-M9 zrZ8&Ja#${2vl@*tHQqVNa&mPAlMH`hfALDCxC0E2Zl=8-&;*goc$ZGlus;x zqde9ugCz5aPg^~#I6IuiGw`=&CGK%L!$3Qn-N)$znAh&CzcGf}z*pj|Mqp(~Fe5OR zZUW2D$DirPHruH=VfiE6=nyQ>Va7tF*AEKm3^)))B)9GhePRnV7c=*q~ z`OX2(C!?K>zO=qEnREaTMHb?sJl|K##Ng}D0Aaw%xJKonkJWxjq>EK4xKG>Ebm{~5 z#Gl*~?8J0BO<~7(9naA%+|57JCH=da#}9=K-wO8}!Jl9$9+OcC`;tg~6?0Qgip8Mh zsUjEyt!cTggVQ)SicR6@4`L!0~`@{9Y$%mPt@YNO2tw1CH|sj;eKm3q~I>Ns%B$0O2luK5`SF@KY@X; zQ`BoHE>s64w_lZHzL+;b5$K2`X{yQ%?XjZxlSQfwl!r=CK~NebM~TOd5*@K&l8jhU zD9xqdZ*B;SWSrNE@=U;5G77_~u(WC^XIuvHUWulPF)mC*uRZx}GBUMhd zfeo4Wcwc!HVovDeI)BW8d=0z?-YVU|dlq^g+M+-7!f;D2%egYIm1U=UImbn3c(zN< z!3;OD?#(=g>v3P0rQ1Rq*eK4<6{mX8N_5hAg7aK-?Wy{MU16V{!b!tL^IE7HvOY5? z^G^A)sIsb&YAjc!swb+cV7+RqZ0I1VCo^7Geo7K|(pi12=1MjSLUB>}ylRxXtyZY= z(u*o;ySfA+7$=#q8l6);B&naI70xNgr|Uq->8cNyes(qQZ?nd~Q*zHC`*%F2|1nGS zZsFBwJdKOm7syh3r1GL68eIJ)<%b*G99lwgU0FAUdR~7h>?P}t!p&o)YDdBoUBX$& zKlwLt0#&3B%_+Xb3%rf+m$%9uLDAOt0M1&j=-JGrXJ@(_Nl#b(h3*-D(5PolT}Se5gON z7Mjjf7kcw{snb>BY>NBV!W(BbtT65ED16V9;8@IrMY#mGmh&a{*LEeWjFqq~E)5p5 zW4*9D-cGSzck4226~CNLJA@BDv@XGr$cwOnF3K98q9^E)PI*3q=fvrB5oM}tcY@0H z5AH&|K%ZeaDOH0}IM=EpS*g4)1X+}=#{0TDHSx4)>3N!DMR@0Yg#y*x6;O-{(>`AA zBvF66uYJ-?i)>=Ag;`!{lY_H!MmA_L$`s{pc6U2H(8yE|y>)g*oR{p9&o|Pp#>sXY zZp+Qh1?Lrn@h9CA*LlhL2SRd(yUrc&js6ebShj7%i2d&`6haIHTvx~z$CxPnlHSrP zN%`yXB`K?dcL^^^Djfiw_%+_jOi@5F!Jwn*ctq}?tEXE3@=G3#slJIg5sL?-b(&RH zFL77npTTCjg@1#)$i9I$MTyqhzhW3i^sjPu9k0DRyN!2nNZ__??`7O!-^GpgYCC+z z5q%3+*@yIKZ=82XYVay1+sk!zZ<#)gr|}H-u@~tpp{4pPHnNZ46nzwr;vpOtJ6RvX z4Bin*en0t-WlIU}w+iXPdOpqzF2H$_2_e7L1D7~ALz|siR-CV)RoA-8*Lbhf5Bp+4 zYX`T-2+LTtLTP-}8H?j^CC~SoV{>fa-0;6KEim3X!T))u+41$n+`hip!0Lx-fdM!W zuZ1p{i{@+C35E4e*_YIV-3t03jHiQA---HL_XL!*QYFitgqgI<%@(*8Oow#X0p;8z z>O>(O(px0)WS9KD4Z70~xL|VVp3>&fVeAk!)dHU}6vpRrKEoQtqv1as10VBP_#7t6 z`o4*M#KZOyzqZdT#e6ylWh8wTr{cnsN;vq6+N>7XOYQF1Mb#A^DXF%poLE3S^MAsA zM}tqC$Nps*4|+k%4t&KMy%wS&t2oX3&xC)aZH;r)SangYRv*Dcl~I@=JKV!1xK=R= zKT5LLM?`h?cbwH4?Uc3>Bn|af$0V7=sKOL&XSa^?M|g`@MZGo+on<_mvxVy8Hh(7P zJ*2%((POI3}2~-c$4NkvCvH?U{S0`C9nj}<;37@eH{M|l!?sm zr2BI@PR#HAdd^Dz(?2a3pJQflesE#%l(jHerFHc(^~+p!_eR}!cg5XxmlT><=Dxet zy(_7rm(0{ToT?9ECT^}%G5kBt5gIEgq6Un{-Bb-8TD9GKdX(hkr@Ev20{ij>Jp!I$ zC&|uPymQz?98&^^oqj9+lpVt~o|7RNCi8gkXq;3;fF{8th?IS9laVGv6qR!#X*}d~ zCO}%`hCIWZ*$HbRQzKV%6K5^2<@g-$$81fQ8EhGUH|o%bFQcBt-EaLoYJB`@J{s}R z?7^)V_GHV=a$Js0p)&lTeun*UMRliN)LxiOci%akuZ2hBO)jUHPH=v-Z@Kw#q5Zi% z+ihZJ#7d@;sc8xb3B86J-erB0vf9N=Me%7xIsD(17%aq5*x0swPxVIU46W4HVWM># zZV19W{0rO>d{4LGCOoG{`nGl7`413{ji|7r8zWgS3wtK~d#pyrx<-N#2Tj0~i%bm^ zfKz-3GsdCDI4 z9Wgsck~cErQ&5`0I01{vuTrHBS3 zD@$^57L>$=(J)2r!_wYms}>)jYx+RMe(RL}*nf!@J5z%fwT~lgmN5v~Hh<+@pf%Pi zYpPuRn4a)zd<+%oD38Fe#YbPZ8^9_zWN(pKS)g{Evsp(4vSL=;9|%8p zYrCggjO&|N94dLY0$mngwwZ`G(GOJ4o<~clFP0PkcAvYNtENBgfxXbr-59K<+1dj+ zum(5c;yBw>M9Napt?vG0dQuNj{wi)S`q4az=}nhRy8oJda$>^#TZ%6a<)PgFkM2$`Dr?#}?VV0eqv$f!+w?XS#d{P9l@HaTADubo zp7XoYm>N?PnrG@!J(_J2X@;pS+f}Ee|ADi?MDtu~2fypKPC2uVv(h?lEURKV47EnW zNVqPUcM98-!%T~v`0Aq7$|EDeFr<;B35VJS)YLL zb^`vklk`dW$36)sp}Rf{n|({^91OBXn#}&)_Egg`SO!Z9dh%a(l(*how|ns=dl;`b z8_g46BIm`%TnbBJcP=gaU1lX$a@KGwT+1!79fqv-_`YC}^8t3iSx_uAh|&hEg^>ZLEPf z2yZxTe8cdeb1U$iU+~}jga_kb9BLJClQPEXoT8h1GSzqfG&fCOX0JGA@fXAv+=2^Y z0c^(2c!k}Bm)ha~N#;R8rs@8+)XBddnu^D2N!tzR^>Ex-0!v^G)Uoe!8pPYt_GKPs zve~I{l~ct#?|?Ynk9NT>7)TM6&rE{)!dd~djgP}CRR}iQn`O?<`VX08|7V#8netSD z?)fTEdBH%Ly&-0RDJRE+%m!z@GtkVB-tQc9zISTTEHlkCqDJ(6Xtzl-;$f)`CHuS3 z7ycgpcC^hTQLNjMvbi1Tpy}fdaYxZ`dSRNoeJN|k6#v1PuC&76OMJwEP^??cy=ad6 zAN!w}*r+*y)%2qqZ%v_OSL~hjIpvIsw!WZjfuH>&=~MCtR=CqCn>B;J5PTL|WbSxf zyg_z;?-e zbI!=_UW*408YoVSmf%4O!9FPN?!}>4a0woqBEbpr;SNQL1oz^>HCT}p3WWb$`u%yI zyF0ttyE1d;mAy}$ZQcyHGsIwsUL{-LY0(qP<1gZdNETVC5v&su*NJta8Y~eDMQ%!v z9buKI1S>>!s1CKE8N}i(J~mnGh1=qHcq*QVi{Qbo^hOtio2n4Bz(SB0Zm9xL0Gi-B znIH0VYaBgP1-aD#^Fcn|{-W;6wNwiF;3N4XY^PWpk9VmyEYY*<=FV1nE?z>aSg7uZ z+aeM7;VZFAU8S4&PP`Lu#d`gomun~yr_wk)E6#`~vIy0|(QsI7Q1MtzUJ+MC0eMjz z7yCsC8~}qs;W?;-RWT#1g()H!eDXJO8&--$QHAe#C9M*rsT8H~b1xS)`I#3o8e?_{ z((6SSZWdd`MQj2Gg`lH!Tok6cFb~qvAu*Ys>8`x5(!^KclV0#b5ekI@*jI%^9*h(r zI;)r>3W(oC1JOu~7X?M6I3#L`hhmr*Eh>u2qNKZ^9ZI3p*OSJ zs=jMKvRit}WxS-j({-)QI%gU^2`uXE=REiHrxDIR&t-j5x1yohd(cgNTQ{Lro`IeU zP8VwIlnd+|IFh6zISXhZ?M!bhk|=M4zcsgm?Hor;&B%T(JN!M}bNxgA&^z;nk?gwd z`im~Q9-C|7FU(VuVm{CZ`bd8>-kMMJiC&q%>9*^J>y9~SHkdZPYt+%__Kh}+%^K6d zm(J%2UY<9ZlBsX-OIjIx$n}!`q7>gN*G1nedO^>rYs4G+)Ahi-p&NXa$EJ72tLB=y z;JRlP1Rrtvk4SK>@Le!Z>4JGeD_wicj?7Eb&7@wLM$$|ti}4u8JH|mXgoaS6PSyRK zq4al1^}zj}J9>6V7wSh90-xy(AxpD(L)uao>P#(Zdq9k5rLIQ}sJUmRe&J41@uDu4 z#wsuku0RIp35|ps8go^3hdttmI4KIj5{TvMX)G?m0#On=icVq$RHqq;(u;}EP_!0p zs4RSjMleV%vLwCc8XQV}WRPj-qz?)E6Mq)>34_ieB48xt` z4>3ksq~(0F$0ofrZ9!8Ob*JL@Sp4;w&3XsH@QW7vX?!IHMD1w-U$brGhkH{t=jWtKRkz6t;$ z{xA8+g`wm{3oHmg0|s(X0rEir!2R*xg`2>AA|Y?pCm~Ff-k5sP#HeviaM+ot1x{)9H70TlYEc+#Q{+U2f;wdk6G}0 zIUbY6RIZn2Vl!=}9qNGf9zKb8kb>9fCOyLs@-x1Ir*IG6h&d|O`U9Vd{dkyb>N%zY zfFk~bZ=f)&Ls_5!9n<}oee=O(wMnj$X=b&`3jdGcvXGsR6(KJSqlTCtHajJt1SC*v zY>kDXFdUW_WH&4YC1EY~{v~o!B+``V&sBs(t->;j-OzqNubN{ zTwH+{;-xr+cOh1#hX~zE`up;sm~J1&Xv?vxtA}PW)^HxnWI4^wVsF-cWG6X7=fU;P z53;N-r2{ad43LC`fCAH4nf`&l=(v4UJ%ZEp2p;qDDXcdy;Xd6~SJgebLSNixU;%Ye zi|HJkgW;-$oiXq%ouxB$k{-YV7{yF+0G@gd!b!+&--M}Zy6O@#%1%+kyiHx(@x58Z zBT+zx;v#2^^`ji)d$=Jp18N7^#>99#w(D4ut+htDLE;sTx z71lvC1}qu{an2~vWKo>_qDI09=Al?PpoKe-rdwq)q{|*-jSVPkrJ6^+Ug7(F{c=x? zxNRmzOpF*6F)$+8?DdU`cxKi{oCv?=+Z}PocRu{Jc_4nJTVf6TEj+RgWrClnBn~o_ z+%;UO_!strNwT*|Qwz-m(DpApr>9d=j!VuBXDL<4dD&ao^}TCTShVjFP0VndUIfLP zqu zICKd`21T1{L2GCY)i+gw>KeDJQ_wnEPfbi?^P6`gZKT#_r*{Kwpgh@H8UOmL^TB!V z4DimUA?XXao_P1r9_nwvH`0tZr-OvInyZUd(3OPEt*yaXyw~v~#fWS$A$@K0(7nLD z*j>>sXlK{;d=>2sR9sK=Wuk`mpP_q#Ji!HMsHYV*C)?Sj+j|<)YF(Ee+gI&+W(|D~ zO>+_{!MlpyJG-3K;zt~29HHEcgLwE^N#4kbG7p?pdFE%68NqXf^?JMx(< z!`wf@m0Q(>e^CqO>St7oy<%;cj45Q98uBT&ktw*_>IH{YJ=qIxG5`OI-aPh|WDOYz zKkF!!McT~Exs(RUa8NVL2>8sivap;Z{-Fj?Q5+US#Sl?eloPqx)%iW;0@j+}#0z$E z-@|)myCPzM*dz9dGNQEjQACSYa9{i+alg>|zIUZ+X8Tr3tpLpHq1s#q2u;3%ks`$QkuA$q`Gt`@()-y$lQmGTDr zv*%(XrHDsjIxc}Lti>_B%|t4DlW9)JWCa;ZAcNn;_LwG` zaFl0MCORgPL{n^nW7HXOmNQu%Iw4MTzn)`!GjC+S`1&q_tv>H;`O|NCW1(l>n zP!)4R{zt{qTy}klxR$-#9(*eNxB#!kM-_l>%t_^C7);QmF%y))TCCQkajved9dIB7 z2kYT-ri_F=vJLu^{4hGM+tOs7uQ{MH=jrUwmVHAHiiBKH2u6!2_VIJXG8zCCaUA%c zy#;#Z9(7$Li&=O_OyW`AhKV*{E}ctBcH%jyhAK?e+2eJS6>za?M@v;U=s=m_iB*w; zp`i?gbeyOwQvpl|)r`f?-NpBoM`l1D_}zOjBO1HX7xh3MkW;B87Gy@vsfVaAxec?* zU(|GawrT@Q)MoP?X2o4rjBF-B-(9izwW_0B@Yju!a(8 zHC=+GbQX5IW6VW}u$OV$kAB{LoTn3=66%32taif@9i+k-n<1Op1|iC)w!X-eXsMh4Vfvnxtop(eT%$6{Y-%XZVfNj?KHN}Wm4F#lg1uWdmi2Xn z`#9&B_cAwS)A914(}nf3kQr`ug+$dAPGff25?Vq>RTm!9JF6;Gh3=-luQC-^A?N~| z`!|>(pak{il+;@^U@d$o`iox7I8|9|FNkpLj%myvi&$BD&Xd}WWjvRts$`_Ez3OiJE0$U9>#ju--ac^UO&Zvf2Yk{HP$yf3(`I`A<1dNCD zxCp+-e9|MoaC)|VQR!N zqaViu^0-dmOmza&JV`h(IEgiFA8zubIN7ZQc+SkjK2D5Ui#q^sK#;#3x7A5?P@8cx zhFe{g6TAzz;}&eMw>7rN~<0Bw__sz*Eyx!m}3Zs3M^cOrrb~;lhrtC$~m$X zo{@WHbLPBQl`$X`3gaTxjU7;R%mve&HdX+7IQQn@b3CvrVmq#vNKTs5R3@lT?PMm- zxus=I708J<48mZ(DTv_^r<=))Pzod9g~`KeIhdBq`Z$VSga3VIMr?~m*&7|j1l2=t z(+BZ|K8oX2ZrK*@dJ4<$*z;wT2heTBz*K$2_NKxr*IjJ+ntS*@L}!PbhEt%K`Eeeo|VJ{26{`C)!Na zf%eV~Dgw6ld;K5zNqS>1yeCU=>#V$|nqmuVift%8q}Rl1@|9C%5jES}2Hu(&c8y!? z1S$@XUCpqZRgj(f7@q(6p%Hep+uH@e-_8&DV7o3(mD&GKS4P(Q=A15n!=GXsOvUTp zd{AfF$y{+$xMT}x#%j4<)Q44KCD+zxssnXk7am}rZPDMb1Xl~hqjIfiNXMCrK8ssW zN7NCML;&;?eK{j!hX^hIXlwBkoFDfkzbR3Nwu4P>Po9yc#@!CP?~uEPrXQaplJ z@EXp@2cnehhpX5vX5sw(yU2p?MK$n3Zmb7~pt)!+euBwjnizsv;Go!s@nSyT#ZuaV zcVuBIL?2ZXcCEYRG5kxMrHgVB&QRBI2wvi3;P0(zcnCVk5Lpin!(6NZk)ndoqL^yw z+NqjgV|?z-pfahk7~+gFgYmtLqN%K+T_~9o%2oEPGuZW)QJwiduTpWD70b&2sH=jY zj>^J%JH#qXMJXrd!VKR~j>o?cR-)3B24C@wd2Q0f-|!y(Vr}~@{=s+Zi}(lrl3&CZ zAu+Qw;AQ>xpe6qiZ{aC^6mK8}-@r%VM+$x6{Pls)<)bjP@GE~Sjgcxp!w1%>Pw3G> zm>C0D^&_#7^j|p~2B>P3j#(m{Jx4>T@eM^W17u_rNB<`ir=@c2Ra#S$N}z7&$2;lX*?rs{%tddi9D;AWgWSS5!(>!baGjZglW~K&X?EfrM+fJ#@>#uAd+%1+ z1h>f+c3rHCZ}oq$-v2N*AeZ^*`q7jzrA=e=Sl+N_yC<7Tm{AmEM?6&|a5DITE4imw z!=8RT)r6n0J_#Up5x|_nT_!|+J+d<96Vy$I_JzlUmkVbz1rk)9A&Ag##W{y4<9%~rIIibew9ZAEf zpSlk7e1E}Rx~vWb{YSd6iZ`?V#a&eX*X`GiA7u&oy{xV?V2tkKl(2jlh*3_2&LE@R z6PR-c(HhyE^=Jxb)g16lg^8Wi)lAf{)kQ35byHhdiOZ_WYM1YfDXa>q8Q9$ykMY>a zcOh`4$;6d0g{vYL?~hcG>N`~opJFpUqd)oibKYe1^IftiL{(%?42BgZ0=lbcuJQD& zXVFxFN>Mh zduOrL+8IIvID_`3lOiXTz@E61dh3nY1cs>AP~NIyebk-6G9~2_wMA`J-NBDr_?XA7 zKMdlrO2d&LXgJ(g&16d+ufEV1Ug2vs6mH^m&P(GZ`QJlPJiHWNFb6i3CGnEkqswDf z=&Ws;%BiBE>SeCTTeJXj(GaL6>PzWWM zkuX*+Gvi=~nGLhys7#V`VZMDvmZvaIsiSEGl~f<}5Gt&CQ$Ef|z4rB=vKErG|3W99^yU$|gCwUeN%Ry>8d#{E1233P;SQW;jQArdHl^{SxLlRYl z%K8v>q!}0s#ptv+OueAKJSFSXc@Zv`vn#$VzR*9eikJ-&Wn-S@2D`+K^bQ+)`Jv2QIX+rddZj-7c1 zN2*{IhZC@+K0`~*d76OdsR~qvKvf0K@KzjlFfV0k$fs-Yb`bBKfaj7)^_5-aYy1^{<+>gK19u{qc-i3$=JKCBqGTN&jdE{dCj(q5sA*Y9<`Sd!VTv=f?t=9tvS`Y)qM0 zP%JK_CDa*Xu_VOeC_xn{s>|v6um~H$a%>EZ;RCJ3W452UO%35GJ))Aj0*>}d(J?g* z4yzV8OEuQh)6V6Ts63IQ_@l^0fwb-fp1{ST$M6__^zn~@Z0@JP zY6;Zjg4mI#>l`vW11S&G!CcS~@9GxV35!E#EDGm2kwUMZK{Euin7U(GC?n{NrR1~! zae0+qb>iq`u~G8}TM=<+(2lFTG1Zz{SI z^S$op`sP3e(H{lDIPDW%@9M= z@tV4(cEfy3RjFz&mZE(4EtkM(h=z=Uj$9h6;uxOH^>GjH<5E(C>!>`GhiXow-UQk7 zX_HZ(H$TG=s-}}68AeIh9GBJ4X%E7FI4EeYchC+x3`YbB6vBS^55;wM-II2k{ZK~l zgmN&R$aqe==opPTKiW@gLa^SlFK7u367;P1_wWb9aovdbS7thdy|p z`(R%jX&2kEm{G5^<525ih&sW)(eAL7aiYow?Es|i{alZ4s1=wB*YLHvOHc6y7t$Ru zuX)VZ@GH3X8o8q`zJ{kW})nE5|4)r6h#Rz zLAp94Wu|uS6sY86)O%$;n&>H{bb=f0j5SN)CVx&#q*JTQK7^%$b;7y(A)ZFd%KY;0 z?^V|u&2rf8UgBqgkuVbC;es;&;$WcQIS%4suz*vXp;Q%5+w@QXt5Ppc3;8e#3X3*$ zqeo^3A5gyv+nrT&VItjC3u!N&gA>wCiv>&JjH*MYRXv%-b#Pt{$F*=upHYjTBAwvl z>bN?g=D-}t#62jtPLXRIQ}?*8?P+ULNQaV42M*O|5zGh~{;kx)loj(+7?hQfwdKN6 z!5L(wA8{G?j@l15)h@WKE~)g~9>+i>+^uRv^r6(S@AOV#r(yQ7+Xol9?Qti6=6mWj zim1t%u$Zas55texMGzK#Z;_FSUE_0Dj^sTw>>1=z_5}3MDbPo@g0`R?q%Xlah}RdP zsyj{Zr{?ZVeHEIxNAyd`O}qIMDs9q}7CsmYrQ8tvYBx;kavb!9elovtf^GCYPH+lB zLC9(gL#QG{$9H)+4#eqPPDcF|x6^4LkLYU-sIM!SCRAC}WFy4!C>3Lyac!sztJE$I zQYXHx4!|wdL0`lpbRM6ntN2PCH!I!qW+%3Vsk#hzh3>FfcZO1Y5*?fB{!d@W+;q-O z2g%$53&2XgquXKzOr|LeA;5vLr z2hD0K0}nVI=Ac{@gdlv3LHGzWV+2M}94G5~c$02ZZKw@rsR|6o3c^i`>_i-o)u9^X zAcGDF^a6DZrm9ms1P80ZDo%dm3S5JM>I;1wV_=Kw3ZLj$ZX<4^2CmmFF*IKXxC73m z80qMI&|kA*f5}1`txGZ7|y@u78GM zUeJa+k7$!^Y!anrx`p2lvzXUugTMQ}#dYDQFgEHaz7D^F+w@i3p=UZ*@h6?EmpIA# zHXhJd@ESIanCv^G_sQRfWxFH$`My!XKjdhZuXLuzc+7c(j|Iz|u})jxScU0aAZ=-S*9dc!U!PJG7z9s-djiPO+x|EJ<9_S%V}onr-~z|aVI zkAvX{=*B(ZfUeKi@D}!ho>HkD_@Ow2IOxQE;d?s-Ug;M&KzM10sOun6(*AH#-@@*ioGQ{{IKs_Mr09ADtccaPu#IF-cmTmOiM~qMn>vV#y~!0p>7cF5 zx!k;Tk_VZPe^?3gOdYvGG3Q~h4Q+r#=alaoI$$=KweZwk0++aooKuBnL2q}tu=yg+ zZ$gX^LV(B&<|q1>uxT_7Yd~JFwCQVyU`6PMwM`mtHx)PK;VkzydGQ-tfSTzH7>4QP zvjb2|eBeb@MPC<{zpff_M;ede=7zeZZmTsomM+0w+>EzW2){x)JAn#AD{O`~3#b z@GGaJQ_6Ygm2mP1w&N!6nVpB@aHxIGx7`>UYh!FTI{;hRFKv?hbuhP$5;P4j?(Q&k zSw&Rjm60{V{a7N>;ecT*5ln`?|LRmVJz3mNCp}BXJe`g~4LeLXwiVovx?Y3p@SVF} zAEhI77mmsHCp?7X`XBlmUc+1X-F-sGeXrpW-PLd4w*6bO#YuZqKZcQktMmxw2j0Ng ztox$|2UmOZy|?~`TvS|p5&Q-^!hZf09shc-y_*CbeA7fJt2xb`InFBQtvI3alwQx^ zGG-5#@Xdom{JTwp5Ki+8e@Sm6obsj98(;$r3A7Qu?m+8ct>8U}oaQo7>p}Bhvv2fw8QqoZR6-OXpXIgr3*sP-DLJk@7CiD z&>oMfqiQm=z^1%OrNJodCY4xP529@PrOu_Zx)TMtoX-!XFjb(nxt@wU`-1xaB+ylyt7W9fa3Y1k)BUf7G`{7z;r>x5%CigVy-l&s}1 zWWvQojL=Wi2QEiF#DzKfB;}M@9B(e!hmvI%VhEwM+W;ECb4j=}%tG;0Ux=F3k$1kP zjF8RvWOXbQ6i<=~BOwRolzk&^#hHb!uQZjdZQ1tlzkohP8cg2ZH1hwhngaZsVkJS zb4^93Fc0%GVR3F?qOprJ!)wfWv8jKr4Q2?7+8Dhr&|RGW#$X@3%j5l#x@1^dUB#Od zUeb3W{5bBw?Re2U=&ixEUO8tE?!jLIw*m)6iErb#UOg|5H^k10s2|Z0OWHZ^dA`JB zgOzQ9d(%ttnxskb=9*&Ih1&~zoDJj)w#1hB6ORw??f#Fy!Ii#H_x#sI>p9A{!F+b6 zdycPi6)X9fyWs_nm8A2%%*G|2?W>0y{ey!U*kJwe%qH5n=we1=P<)cO(swe0W84jT zt)z+Tu!rjUZo?re7IudA=}UA4wo|OV0yA_f{7ggbDV<73?F)DTw}6a~`bE zjrezOzWKxHrsk-(ssf~{L^WRJr%~=?Ou!PNMqN|})j&;A?_rN>qq0J4wNqZZLl0FR zQq&PVrp`$sJtXQ?o-^w{v=a{FQng(DEv|O0I?SoM0LJTRs6$1t0={u7<7!<2K^wgRgC4cx{)Pt(YuZa~P*Pz#QEP zLQfq|VrS?ApK%8`hK=BF3O$GVn^xdRcZhy$I>RYEgx3rK*{jh*wlEnuDq0RH|!K z8KAy72Y0C)m*W(Ap|n*Q?^8@$GK{uY6wkL7uY6a=qXH@)*j?Gc-v=eb*Y|deAx8juT3WB zsrypjw>R_)xTIJ69>GNS7up9~A&<_fyVG`5-bmO|L98w5^M`ZV_;-gk)}!VPij zAuf0Y*XhpC30l z1u(xHHRF8vY1mg$?;wP?^cGG>yn|Qr8sd}`bAS(VQ+Esm$w*?;G#o~-p^-3_N5M26 z4H2}SbJ28|3fXBZ=MYtz3`NZZ$Y*BrBn~~17zQH%X%zU$Pm?+Hgrc?W3y<)>XKFy9 zYx-%2od(;uf=Ph?Fc7ZkJJ>rS!VNwDyy1<5ZFU{^_h+Fj^uUwucam*-jN+HD#`hQo z_+G$r_av0m+a!y;(EXt;@6j=kg6Vh$J`iWn#?*wIy1s4!+c8dW)qSA6o0SqFfjyck zV;KdL*da&QVF3Ri_dHDQ`JV2~{o$(q3w>@D+QYM;u48A(sWISyXqYZ>7{p2w4+uR9&4Ljfv4=Xn!E=}j=j=|>BkUbF*tKyT_# zoxPtSPI|JW-UZ!hg*!*IHS|`&#?ZhXqY04&c0C z1Jl~e&Jh@iL+oy9Y4=J8B~f49)?O2ro(fI$5oabP(h)cgOXasC1M&6-tg_|&&20-)KtVW*n%fGMYtG;^gJ4)F$3o2?4m(v33!Mt()aBk8W zI!-rLN70-z6sJ1TOZ8H<=6C8H{ERlhDWi*Ub z*QsUrxnL{jwLRp%fcvz|J{Fao5%GXt!b>>gzJ-@k*AMJt`@k)ZL1+O#s79h2S@1pI z#jJXtIIb!f+Lo(&un?EwYT+Lb*Q*q-D0U;O8&E;>UR>TYsbVw-^tpmuaF$Ngqx3L6Rwv^=9H$fXM12s)>ZI^Q zt%57{2J=Z&9i|IL7OwYzF-XVV_Z!)$E%c7fyWz|V`SK31Q zMc_5vvA^pdd{gueO4j%2jJ^UFLr)#;Q8)rcd{<$wxV`m=+QZr8!*`a9{@W4`pl z2#$Eya1&`9^O*k7SDZMC_SV4gz^}%yPq3dJs1d57YD!Ndt?wtVx%N5hv9$Mw2Vp0f zyB^}f+PbT_5f1j%z#2H6$MIJ@*yO=Q&Sr0mzpRsyqxn8<_C2Os^c2qMAH9A~l)huW zHM8Jvn}eppPn=WqWHL;Gw4xsIq9j8&j+ur)U$&9U@Gr?>74$o524kSFU8NS`->_0; z)wgBc2isFdbbZ&F?&i6{2@=lm}Bcpj>-@qfc=mG(J27lywh zGxx}TfcH{8x22A1_`cSm|7~=mI{F+e=aSIG-y`i3-%*-w6D%oE`LQAWjuW{HmXh>0 zUp&WpY_BtN8E398W89h~kMcgB&yHEvzIHn@|&v=`hcS%HhZ1;$ZbyM_|&pQ1Cf zeX07feh(LYxAdaG8u3pj&5v?MA4xRVVYvH381R+;2hO=KA;Mwjd7*!(dq$zHSx^M8FzNk0*+)Q_IyEDtzDHs#1AJHZFL$+Aoc0JoSC%De3C+j@L zNscNQJcBJVz7AiZm+LA{JFiVx0zQn+>Xi&jvXiq+@;iE}|4Kw_uch~yo{AN{7Gc@F z5W{TpPr&6i0o&NLdNNMI{{sL3|Nk_Z1+*2_+s5}BJ0?!tq~X#f(%s>uE(n)ylmn<`mKFt)|@$W=FGhBv!7>9lh6#DiOcm{ zM}#2s#@Q6?jQyNy&Rw;H8{lFt?);`Mt3*ui)WVuLjr(Mn>eX;ws|HxZNyg>;Og&S{ zn2giCFE}ndpTpscYD=J}R~vKNPtN8WDkj|mUciskKdQR(S#&Zk;gU{0Ou{d?F6MI9 za3iM)c8mL!FF4>D`Kca_V{nE)9tTs^s0FatIm4ysJ~uKSxpUt0EU}ck) z3#kwmQdLX?H;mc1xF1q3D-7`tJr(BZSJ;P#!eDrUkFhfkgiiW7_R*u@6Uc5Fxi8dC zC?xyQV5%hdLB8n8>GlWj$eZSlc`T2oOQ*_*O8e#f5GDF?R7iD%4`2|#z@MQM_vcDj z3CD59=xH3Gm-oL=Zl^BR#|hp@uY^+;-2~K8^?Rgy=~7WIC%Hn8-QtKRT!e zs*&jwp5-zAPXYpa*xPNYvSL0`a-RSm8!0-$!I4P*3+kQ1n*Xr za4=WIqTX;$QCCzQToCMw{V>T%be3{5HnP059r;X!bq@U#@8=HK9zS&cRn?sPc6&qH zdGk5JcJmCrp4PhyxHg8IYFHg7@I=m|B)Tjyq_PKtY?#q-q^n$xwW7ygAe^n%{NbNPzi!c!gDQqRxF)l@akj!jg4_SI9n#|wH5 z*W?o*rCH+@eU1KxM{v#F>kD*6rUahTm8ch_Fp3MBbV^}n^U}%V`q(~P#Efz)b89us zRN`#t`s?IsIY!Uc58#2Vq>^reN#Hp5fpbefha0p}h3*F$gNB|W5r`cL>t-iPzFSEk56V5>Yyo8<|*4{xQ5b=_!;#u}!$ zio$#xixpG@6N_8?Z214QQI+_=k$?yM>YM{>aw5Mnm9dJYqGc#wP&Wce-YZiYm#NZL zt44ASoW(=EuHMh8ma~z!b6f1?7`?~q>a@gG*c#j5PM#Uw$jhuYM~EnI0ybA)y7g5S zOm7)sx~b}%EA1RAaS4vY9ICV`#u@NG2Dv3n2qP4hjp19-2fK+cWtP&X_IUr|L>8*0NNY6uIJYx>E9YAMdeN3;xU$z)iL z$uM61O7B6uJWI78vTvQV*O7QbUKAVPyvW06#c6Ru6r^Zs%0ey@C)CGy2=-dd7)dEs zb6%Od8TL?S&+|Ud&?2sW+}897af{q36k)L&tEbRpiqnOI%iVb}*=qu?X}7McUh{CQ z2wK%}hN=uOS!RW5SPk>LW4Q`$P-`)toQeG@FE567>8Lm?`pQG%px90~u_xrj%qkfg z(YK-{th1vHoZ}5*y>Pjyy-v;O8}W^3PA#B6Z5BUc4%{xbi#ohrT)@m&hPQ|e*crYP z-J!Xj<(|Sn-9?xyP+4Bo<>VQC+ppm^4i$EbSTf2vct9`l2je3ijC*wgOKt?WX{zan z^Qa>hg`)7ps^=To9nWzo2tpa2XY$)C_sCZ1@32%f<3)BhxCryb0Xh}Eo1(PT6DX)B z(j+SBcBD_k>q8sUKM1Z0?#GF;pDbiPmRoT}bk9(H>`>ejGdQYC)bOZJ^!fCI@hQLJ zGck|tnJkGJ8gqfWVG&(W7tkMK2b6L1c`g_BKIDC7hUyg6l1Hm%RuNm;@h%=#*_|TJ z(LjAH<4o|D@Dg6hd4g@REwcZfzRrEHFHR0#=I@z4zf%i1fL7vt}^{`OB=#ink@^kDQ@@3E+tzYs; z9HFlVhv6{HO%uA)jywTa+j3&Wk> zH#6h>QYwd?wcZVFrjEM39xKno7?}#crSS_)m6ssOI}an|YO1G?K?XgRhR_tqtMaJj zJO!4)DJPMh@N!rM5BWV>2hHevRnY&`e@RvoaEn@x`!Nsa=kL`ynv5a&f`{S)dKV%L z<7(Vi=EvMtL!P6+f8ePYrB31sRZzH3hBR>6Y7b67ms z!8?UjypZ?3y?lGz-N37*9v<}9w1r*S!*rPXj;wU*?i z!au>gu-Vz8|AOQ4Pk0DLRF9Z5ZVPT~d1@x|AvKDV@K|7yS2esX&?b7Wx72EMeH?2h zdEH>AGurP69btxyj2&h;d<^}dId3x8@Qk^O_puIF;Z&^7m#h+9!cSp`{?uNXsj!jf zI~RB%^j8ZZ)>NS-U6-6` zONU2<7puP=;XE`$d7WCMied4^NA1v|(y zp;7JvEN(mete+r1iLK%$$ONlKkz~{!cfl9ph^_Ex-WHh>-^Q!z<@TE9$(qnMZhyuW zvW5IUV^b-@>)rLPJ>_tW@nh*st)&6c`y&&@au3bzTqA=#js%|7kX6GYj8EjB{xrFbF2iLw2czUUSVGI_XE+N#TdwN1RFuQkE?J9=m-v?L<2n2Xbkn8O z4=`T8qOYJkHlbK7p>|PS^)pS!n=}V|`ST!0TwQv_b*-EI3M$cEUIm+At+yK1z;mY& z)iZ$zIric2v z8;qAfS(Te4FF6fl9qU_MKH+qM?xq`bg9_Xo^67fq+jeOO?#j0%k*~hs>2OUCQyU;G zzk|l1+2*F&0Xrb8JI?f_cxM@9a8ANWh;a%!AL$|T3@oMhbzx^cori5?=L7jST&1IO zsCR(=fIr|m9dLf5GjxJ(!)Dnswmsx9Td*ZOr+TmvTfk7+369|mS%f>obJZ5w!EDvd zX>a{NZC-5pKp(hbGg24tG#g4(F((=7)-?CVqXJZodewi@ISh1|P}i_yn(*Tk@7nHKSxX^COOuKjItr zja%HblL7Oid&=!@y~I|`Z_1gc?pDlVQr!n`BX~hJwZjCPWb2AW-Z8nut>ESeWpSh3 z=#V3WS$D=vk2&gWj`@pIVpgQjouf<4dZ&NPjNp)%ig7_%l@`HpRmjw!`OaKOQkT6G zI)}_CC*vs^hed<=oPQ{5U_GwKv+4slh#erpL7NQ=@+;NFrmt9f$G)w=;g(;Q4 zvii8eDM#h#cdkjxp&_yCXw`54Rg^!#brmDW1X|I0$l*?=k+O{rdy`~ueTweDG5Wx3 z=54Y{f6sC@^q4L=r{zUDXSok&XsiB}9>G!l5?(Ok*-xM(m78|(O}&o`&cJoM->3&AU;%Z;5)h#emVwLG z#dfAMDkmgjBIbk~mPcYF4N#}VVyHuTR0I9K&Ces`$MUpQp`{e*oXpM{I0NTlEv={d zv=3%S?T1NJH@uosVHNd|17v<@t?jJ3dI_C|+Ikg5oW*L|V3T)KXTD6KM5nvnNBeAl zouvJi6|$c9J47;Egthv%A(vVp6Pqe_?(s-%j>GIr$Q3M$SfxJsOWyZws%ORSwOtlnki zcT^FT$!eX4RecXT`EeMZMsw?ytE$E(4&$%@7vO>%k1b7M&WI6)`){q&9}xAD%R~*p zR{CRn$er{c9E1;eAP&I$9N{+i!w7w`kM-;WgB5fIy~^p1soVvd1o!a=m{Vuft!)zqH*r&Zr5a*6XLcaj8_jJ4UxvzKc^s5B69t`krzUpvYGR!< z-p9H&#r~^)@MeY+^j`iDKeWe8uiM~fPDlKI5@On6Cfyd>;VExBx5BO561zFAa2vO` z^K)N6jG2u>u(0`Fg4o*L1o%?eS|Tn}3OW;R7=wFpj75eYKG5V|-An`|^>z zp`XfsA!tgQ@~VJM%Z0dz&B~Qjl8M0xp9Nzuugw=lV-v&CT-bCCmo-^9v!$V*nLh{@ zH<`G&$!>xiS|l=)Y^;^Uo(_=W*c`u{n9Tza`w%jPXyz zw)6AnE}6e?xRPHownl7_YsbIuoVLpK3oMqSZBET)v+yvnU;JdLEaF85tE)Y120cb? zy(3i7nJ7NeU&|hF9(zC!_{D_P6lmyAghWS}WiZejf+RUa9+baW-?7a52Yz&(K}4~h zP^$9+9z}(4s>v-kU`O}`?_$`Q28FFwR!dWeUM9PY@(0pRNP#?ZoY?}X!p3lCzV995 zlRVEkZePE)$>ltE#|wOszjJnEiKL+p@t^7`{9n0?3;*{t zWd{!n{=y&IdcSTf|EMz%2U`YU-(XJ8%Z2%5801iYtR^`TH~B5xdDbP)#;kG*F40BY z<$5Znmy2|Tbamz2=+(Fy8_3nTCXIT5$XJg%qTlHC?pj=n&1F;hRyUO!-1_Da9>Qtz z5MK3j%FBMEwBweL3vdBG(uuN$yshu+RXE?ZBa}zZjoqoQ`?D~Y{9n}PnB?xzdF6o6 zY@BWDq=B2FXJZ9fQ~zdbJd^(s=J6xRyDt{@8|%Z)oS6RjgHzV;hfjE*KOQ5D!=+IR zMNXI@wu|P_P#lEf;+#<8W2)ht3gr&m&^ZEEbtUPDRU#wIvNP=#aS@}Tzs)0^M0fEJ zKf#suy#knGQ~pxwkNvSCyr*iw6!ne$rO1;5k!QKZxC``#?si1zXEP6Y8|V^Tg&*i5 zT!bbPbtZkzD*PCmU>7@&C8*rtL|saE#R|HXeotSsPVHA`Fedvq!^imm-|;f(6?|SD zP!;iVR0S-Hr7&-(jgyVuSj9@zeZu2;5bp{WQu)<;Zf36L1~7*z>^h3jScHl^hrTKA z(IjV#d{-|`n`_R%$8r@-mB(qPzDG~tqJC~?nakd0 z?*Y#AF5zamR<4nw;upzN*xj@=2XKHqtqE={J4}SzcC@mE^Fvn&uOkUbGWg@LRD?DBFYIsIjnL9I&`F0(ObA zSQ2-MiZ~vc;y+jqXNk|nEK%Lg0-uW+Vk1<+8Ftx;a>F$1BwxS~F<4x&I@lKmi^t-r z7%JMrAELjwElOi=Q5!xH!yySfK^GV)hKpf#w1#J5iRz{f;TSg|I`WKZBF@pP{plLy zU(ORAj6?8raAz>RALDn&6=}0fI-S|6f#ah6mM8X=+l<8_1hfFw;Tx%nacw zIEuT47O2v=-Cr5J2qWbMXrb*glp{7QKMZ{tn@@IfF=HwDRj7pQ<(8G@WM6lQUGM64 zbxX>J8A@me1MI1nTDXA3q+ZJh^bCIV9#W*@p2K0A7su;gU>%)os+DQ%P@yA8V6LGn=uRSbw+%8kv<|16mCc{#(A{&CrcLH=FFYzN5dj zM>!9h?J;k`Am=9ZcMhkm9i+oF+_??6p`$m_sU3(sOYg;_Wf{tZu@puP8hlKzm#EAl zw_NIfq+&2TZNYV77j6_+ZHLXX>*?^YxGbje-}F|z0)Ycm9jn!IX%Ur#kg7@ZAg7)K zr$jYchuKAHU|6`nbucN;xZrQmow1nijE}r>!QoCs;ak}*eJ9;Ll^Q7GM4ZNKu7fFo z+iB1F_tU|&>vJ6nd6VUOx&RyKDs{{R4dE? z8mTEySNHqn%0s0(hQM_k;dh$rwjUT`w%FR8b5y~zJh^X+dvM)Pzy zDr4X@ZIc(JuUsy}BwP^`^Tb%uK=c$_s1bA*J;YPGfx~Tg^%oDt6VVQiz&8T00_Vmt zu-kSf(J=7>@4`*IBTm5G$p3uyuGZtSI9+6g2wNa8%(8v_C2UXYQG8dav`HbK2&z z-{^$Aum1-x>3{IR5%`i`(raB9-^Fd_T`Y_#<{j^iDT5Ir4q+faF_my6kK|!IhGU(B zw!6Fe-TXu|Cp^^8ZyoZ6a5M8=xHR`PRar(=;|Lj@HGzidzU8%6oocHBw9PL<;qYUB zn^TbnsjW^)Dov#*6yD;DQo+DfHBHr`U!8e&IZYJ_d}h01y4_NXYSZqRB&tc{!s}Er zy>uGUeW!AuO`tV>uhyx?)X379ss`#)J^I6$Z$GmkW~Qn`{|5j7|Nk^u1$9V$X+qhQ9hLjxUwmQ3Nx$06*EDu%X zZMlfoH@`ERU=y6?jaFIIP;W2uZ@0%Or!MmS<{kc%@(8a;#XD*~Ru*Zv-0~T%MJuZs zegW_4SJsy`h5>8_23Rz!%sN5}s|P*Ubv@Sy&alj~E$)Nc?3h}J%doJ~7LsVR+!!^& zJ6o1=)uDy*mAP2HH=DXvNolQ;Yvg{}hJK7}V%?X|WnU^C-oi=?+>l)`V#zF)YmlI&9d5Fi+Ja~uCMPKLxy?7tq z9X6vd{zNyg54U(Zy3FUmX0yAT1666MY(-yMMXYroRUL5%z^tj35wrV?L1G!*aT>Yq z!a@LnKz_fqMcjqSW)Jfa4OP9(?~R*sl0S{tLm%yB2iQ~IBy5{=#A%(WFH3@7F^$!S zchrQoU{hGha`Uz9DeO@@*>2`D%BtKrUVH)dv4r)(!>x^0Tc?rn#>$Y{%vkelsK*+z z0!F`>#Ly0^Oz5<{SKK?IuDAn**F~Ll7YOZ{<6Y*Ofd+xZK>n}ShM#fYb6?~OvaawA z^!;h9F-~VnH})6@4GN{uBCg`Dth}E$QZ+_tOpy!mXW2o{Hb&xGo&X8Z9fN%$3`7uR zU=R+%fq0ZELPaRX`@jpF;-nZWjoGp&4&fQD2XdtST(05y97oJzbJ%kn!FJnS z3~RD^&YJ9MC>G&ttFAcdVXi0AqJD3QQU^1>{YuRhQ zjcsK)^;`Z`TXP@FM@48RG(-;_V2^1sOon9r3{P32%FBnrcl6 z*o2ZWC**_*_$9S9O?KX47tS(nu;}`2F%p`1F8iT#YeIXH~$vC zg$+2xYz4WEjp#N!su8Z`+xT#5fYbR6ddJ?fhxA7GZ`n)u7h`xR#;X$AYZlutjVYc@ z>a9CxXf1We`dS^f(ygslK{bu0(IKmNM4bA|nnJ#aSd~+4vNl^|!(aJ2sl*7sDw0#F zp){0c`-ag-8bPzHwne^D1yl=nZ}&2PjD6DI#xCGFOv!dfyRChMW~!rflqO{!tM<{- z(E9c+ZG)Xu&E89cRFb`uk}@CjTb^NRH~nERvr9zYpdfBi<;a;~dpzqyp3z^PWA@+n z%8(f$r_?+X6P5yBsS9*bM7m4zW)eIVe6{$GA@%rj zqX8f7Nx}y9Q8|ha=R!;nzLm`2qW|+wHNeY!L^1kKI|Zr!n6t#=9Gx zjlz7U6UU?Q57$i3U*;>gBL1`ws#D74WVhVh&Ar^i4GiTr7L|VVVWN!XnQ&7?KD=t> z!`;SGnSiA*;S<8;D0`z^3mxcBh!$&Lzbqqncr#;ErmWam#$r9b#8_=r;vHo!tn6vd zC(4eVzd{fh zsOPQ=n&&zgb3|SHH1>&DA_};}eCx#qF~Tr?LycA9ES|%cp=0eFJ|i&QXyU$%+r>b8 zx^cz$;0`r&nxQhg879M}mpXcW@PyIoOi^U#$VNB(&790sSl067kQJR!YUJdTojqmE zyfTc!sHxM;>EQ{d2#rXJmzk{}*hrk=Do+2I$HU?^Pj(KhbtPHltxnXDT2M<$j&4is zv?tB5M$k{;#eBgGQNh=Xn)&)sa`-^sFXX6UG@X(nX3;Dvp-QQ_G?(U4c~w;<_!m=U zzsuj=eZq=Yv$XFPRMV-Q`*}$xiX?BR( z#NXRPaTrceZt+f{?(pb^u*I%-f)W38gseXO-6eY=z;UnNza_@3bU#Q z#ssd)j*G`l-#M@3@aN_BL z(^Ynrf0zk$BBD6;mWfnSqkBjxDn$ci0^M{9QxNTBQfM19nxd(P6Qxx^v~Fnz*rkmf zxC0C2xa!};qg6}X&Rb$XvpH_%FI{u&I#~A;R@+T6r`p56!$bTSKcjJ;cflPz!K{Hb z@T98-R>zteHE<@sBm3IF^Q*Ed2K%eB8cyZa(C`-UkLDF{0{@*?;G>KjSe9S6)?$Rw zLAt3o^w+T)22EHY7Rvl&>o?X43t~Un#juU-w2F>erNtzq#xF>*LKGz8v@ zUT_b)!wJ!xcM~gc1=fSQPzQdI=YXYv8*|ZW8IibGfi#2!Dz~R%iI`)xzVuO@i=UU+srd&b{NYBv#0C|?qHW`1pEsD z@X`WS78bG~#^XX(8LH88ww$eC(?6lG))2GUM3x=0LL`i4b)W^@V?9_CI0|k$!P>A^ z8u8GYU4RD64`ta+&CCPYppHQ_>fhU%Jr2Z#?DbocxAYVOe0HR%7GEW4?+f@$YFgZi3BFT5QJq>;c=4 z8!26DrWndg*RTgW0Egib>%#_U&EJ>3X8qV>wgbAbF90Bi7-{aI$pmU6WDzZmDRwQb z_|}?J;Q*fsU`&H)FctRkDbUZH1eeu#$VRL5%2a45)A?k0ZH@1OY>nqe5qq%2pDAOaj?cnZpo3{k%QrhxR2GiquRh& zky-1SwP^4$?7Vp4)aI+G5B*4EWlx!A=A~Seo#JG%Pt0jkKswSi9~=MT9q| zm@E!rbK@X>Wgo=y_C|35CmJ!nYVM8V6rRG98cB8oqoy%NJaWwthp?3~LG0Jx8?XBy zvf2A^tQaeH<1n!a=eoLz4x+Od;#!X##2ITneq|hW{U&M{yD_tU01x7UPv3dsI*L7v zdmX;u%rg*S1JNHx;MW^oSB<7T~|SkEFevuc9rb`A5otgg9n0<#4r$ zR?{CeOq_<(FjNc`h0H-BjdGc}%(JkD&O)$XLu15Zt*ZZlCDc*Z84XlLRRK`!qhBys zg$%?}5D#fo8^N#GRb!$zDezEvB41>m9vbkxbyo^??2Yc)O64u59{B3GYr8jCIn+e@ zIZL>I4)t}HP$krCDygnm<7HpQ+}g?%dNFmC#yGYh3C2^Uj`%0l@xFK$WJCB z7~B*-%0waBD=m>pNyx%2yv^UTr}zrqvfKQ~U& zVP!Z^m8?oo34*y{G**P~%S!iz(3T@7}{cwPJC zfUKHzA2^9L2j)UB2Is*7c+9KNBF+4%P}1lx!;AzfN(nRzehEo~_k1}tp*4_9t6&w3 zpgl00_G=zHpliI}=&luI&l2g>Q%w<5#3fiLZooeEfj(;8*+^Gh-)cRXq^he&nln4` zS9ni!=7)^CxJxZD%krUSGA5|`=6rL3nS#5`x@ufVH|&N9PBo_|)^?IrZ@lX*Cd(U5 ztT>tC_^^;HBz@S|?cpEbBRp0w#P<#$HvmZ@{%0zTk`@NEZSDU@5ARqR+}-C^nW|_! z;xG78SP3g2T_%fG;vh8F?JIQ{+K6Uizus9(aR?5xi)mx*A0_ zbFSn~tRApVl+krwSEH*D&ol6Iv(<5I4<|H}q(DjTS1E83KjRd3fFRCdC&;C$@C#Ul ze~@|kH1qR(2dKka@Y{GsGuw|)PPO2z`4eoUp5PPBb9MP1aUE}9YyN}kuXFbTHIJ8L zqgX+n6)WlW0`O8i5Kly9DdXxX8j~44)7EMH?(hKVlm6L%*(!F0zm64s7RF@Sr>; zp22+z*0Aqcw0TYJ;pOaxuvWTxQ^=?5-c6{z3(jK~=nCU_VYOJSl#@hFiiN>c7xTgZ zo&}=7E#n{U&e2qz1~CKVs>#m1$QD7m)S$E)c`Pf4G-xxTWY>%C=d`h z)}ttWk9dr?8t6MV(k%uqh?}z%uoa);jsEb$6ch(+1bTw@mBls2W`85 ziR*|jfK{m=w&A)_@Wdh-f@q>G6>K@7t6mu-eiy~`-3np}4F1h58ex!M>(4M~%7bIL zjyfAc(FQG%AriBr10KyQQJ9b1kOiaBt$%YtWmAHK68vO9x;QRkAy&VmP4tSFg#UOy zysmwuG?a#A6bJu9aY)oCsj*q>+Hpo%s0d^6sCq|f_>MXW55EY1;CZ-&FY!Gqpt52u zQA=dUEE<(WGcc9_93 z@r&#t%Wc$#8W1b$!%J=dS|IT-=DWJKc>(Ix)hqiDGOYvkqwuKM!`%m9(t6K(E;x~0Y(H(B%Eu3VX4!z(y@A@Vzm6tR7 zX^SPZzR(_Du@~$oSPT=`ajdHI#a^9df>Ak&3cyshm$%Z~*8qQKjj$>k1XEZu7V9c6 zugK;xXXSbJ6W(C=SS1~*ycl)W404heqA4&13Q&9dcY7J^l560QTo315186%WitSKN*t*Jj z1O$G3?fnM6fvJ?i3qui&4j7Enc6dfMrIwV4g|R6gB{M@q8p(raeKjx^wyO-0tfQ!n zj?9KMQAR^+Y9Rtpo5x}%SYUjKA+Sd-5 zt|4P|Jg?wQus(hTy(l+K<{c;k%28e&wc(KI6JoKw2-Q(o7T?QQSgfBUReoM6MPF%O z&qFo@(9(=RteWekdIVd5vI7XUZ%nGcPpctl*(++T*D(Tvsk|Ir0HLOI?6 zZfXAR0gZVt{>XTP{W+5Z`9KJwlIjZoLl+%?z2PPHhah@s9oA2e@9?dj>GKIapt8D$ zmvtuDuQS7GEWv}GcSWwphVYnLNuTJTmQgWy#gAz}ZV2^616YD}bZuJD*ktal^ z5QAFyFdouXN-`AHnd~H%(a-q5Jhe=G9_OJKzQ&(5!#Bp$Y!+T)dttD6%+kbVc)~Ww zf8jrPfe-jQ7CcLN4IkNiZS^sKwbw@@n8B#$QS9#`W?NadXR<-`B71?N9sw%=ibe^g}eo+;sX-h4{nmS7)iYw|KRfkzP8|UIPs;&LHyZjY{ z=kOyiRK!7|`d#P7e2^E$!vVIBtru_H<$c49UCu-AVy6%<#78-!oc`W|UgOgba^&3L zhCjSucrGWG<2Drk41;@(>fz;_FdoL6dh;83_~m>eA`kz?IUUGv*xcsXz1(>h637x0 z$Y$hrVx4Fs+VJo}Sz?SPfmkP7;HG_7JyOR)p3`%BMCa8>J9u?VZ4Y@w4>i_#9_jg& zk?-i0dSG9(AE;}dH*_=%o%fNC)I85#HQjTE{!u&Z2bAu)rmm>v_9C?}bRSJn2k3Y8 ztvyjq)K@v}HvZZwQDySar7ag9~A?b&So2qwFY~B-&z8{EkK7 zEmni|hN^6W#(7p29>F1Yncaiu@QU5QzN|Y;#Ze%&8XwGt!7r?rj=R3Byk@8$X%K9d zH`qi9w+G5mVgrt$E9}1Lfk#;u`l$2o29^~=HOCi$*R;V@o9DXQ}rEKl(m zVb0@upfP6ET$oKG2b95qJR4-yIj0(ZK@<2;sEXxrC)>$}z%ssAbi>g)KL27LwIAAA zr!;2~%qMQ}Q1oDwcND7)8#PBh*PdOL(pVZ>k8SCe)&_IgIS8H;?Smaq1vf(r)`D%- zPurYjhUPkRY+<<|H?(Dm`m;4zVW`fkvuaF0Lnz0F`zy;FJkE%cXF_hl4*w}=q#COJ zx~4njy346VD( zGgyPy}n0)!7hE}*g5%ion;S*6@+RQPSX0a z6!pfOd=Q>z1Mws~$$r+eztVMfgKdXPY^QEpVJlo4&F18BX#bY8v zm{B+JU+)}o##_V={&!%G=x&S>HI3Q&>KM)yM{t@rji<4&yMwkXH$dCR@e%6@m;(%jxg_=ws3tq2hU;E3;c?Ct#2uVTsmW>@Z#D_7mJEm z8K?6tygjDUQCY_>LvyuW*kW#zN!Db$vDS4FVjZl94Y~q50Nq4x^B=8>PHDUStud84 zh;wib)={uuN*Um`h367%q3-GeOwo#jd9J_?n&$c-+lmD^AE#nf9lwvr<{NM$Hihff zHr$TscpQI#t48n)sw=-IUg1&k19XEXyc?_*-$4X#0C(v(wV4Lse)<`=>2V1)#o@Y^ z*ez!AzH|y#^QY`S50wG}TtaOl1ir+0%7wWwc!s`C)<^CRo{`Sh8KEZBgz`{9V>IR! z<7F+Ft83Ric*1(1X5s@1u2&WB>Hh!#0RR6)m$>jojI(kwB_a{Tu240D z+OcBCjH+twmJ~&;+9O&TE&rfJZ7QL(L2AZ`Rkcg)tr4S*RpPxL{_p#KzMp%X=XuU~ z&UxRayJI)( z`kDpiG2RDr`3Ja*@8YqlFZR*&))ZB{^g9mPop3YX!h7I*c+}qs9p3YNjCQ~h&ozFX z7q_P4H1vsu>Y+IrFGVJW4dtcXab|&K`TsTERg38uET*H-R_uij#BZ>Gz(1FcKxOqc zB?+&ZOq1wGV>oSvq4ceBQf`9Hu-fXPPQVzk)U%2Pi=(j8bpUeVky!{O0`p*rd$4&8 z4%00$$%?=)t=ha8HZB%p#2SOebN5^Jf5cIo6_Z5kWG6~`%{o~(v^iZjTT%jKg>shZ)Clxj2sbzTIpZLq$uLpTUMhKv6N3Gk9=QMgMl~@`(r<>0%_C>ld&zn1(l!&R)YEgFRd@c z7h=3v;^T!27W(;Dzil zKQFh+E3k~`(0P2q&R{+}j(^~Hd?s}e*Vt;DL)Y1-*n>~U8c-b$^0#2G<}FPRe2P1H z9L#42;1ooNL@3boql-++k#vb&VaFkl<*|IWmEx_zu5Cs0f>V5-`JP+;;#2h6)U9wp zM6s4Ej?IC+1~ZnyPqq?2f+f1s7TJSxWD(Ja`qFh-ON^%N;NXn!3Z`~KBe5HDUei+K zz%+8&e5<8!Ui~k7Az1Cxad`@kyZ(fh=0#X2mWV5`o36lLnq6X@+AXfoP5K*d(suO# z?$BMj=6)$&hRnr|t$(n<_&68vY>fvWd|Mq2*_4Yx){1qY{EVZl=aPts!5QWeTR)Qj3vYg!Ap z;3`a0SM|7AlrWFODOVr$CuCDLoe?kLHHsla!39>Z0=PuvH^c++f|yj2qt6iN<&j1S z!_Zeer;`d@fFujyxiDp>cHLzA65qg#NG021sU<uaMF&No`}6d8-9ahR-tJp=X|X>v&*vuDfM@_`kHvt=9>SWm57r|?Of*N5XJS-bw2fGpa%;~%_8s=7SEv$tx_E266 z*Gp%Wh2jt4|iz&^2Ge4{yp2XHUu;J+#z2ZiRSZdN+} z?Rrbh!+F@%S`=_a{pMYQD_+yky~^q;d}WzG56@-8W#8g-m%?*?_p7oM;R)U_cYh@0{1i74p;IHx^k`OUCpk% znCC1z&W^HNHi9bPK4`-@nR2Xta$%~Qxq?ry7xUS+Lu;MmzLw4TTpc5cyfoJ1V~r(N zSsX7r^K$sFCs{gsVT-G)9A?zgJ0r{cQ^|zzl%V7yy@IM)gMw0mii#T6n^x1x392l5 zSvh7w;N^w>{dJby z#D+l(L_s9Z0sS0B8__kqfiS|`Swp;~M6|v`o1j>0Rf%1+}E9Cy+zOn_Q60l(ArV=d3* zf3y4SH@pK+*b|nozejP1)3F5eU=7>9G}+fRd1)_e@z>$tO{oIw{NXey~i} zSm0jnMC-5E#kCuI!E~_;M~L^pp(m8&--Vvzv>VDUeg~Qn5VU#DX*IFfp8Ja ztBbf@d;*tnFnkPyVV`KC_S>V>4=SApQz$Lx=dD=~PKk0Ss|Jl=q@K5-uW%tAgj%YC zu5-<36L-{8AEPSt#aLAt3dCd48^0w-IrYa+jqi*f)j-Uq&shTOXH94U&d`dlkQKrU zcuX&-5T1&BxPkfb2i{@7!A-UizoYItAJ+zl;kbbg&?!oQuP{o?#`{ zV?7E2XAFhE#6#*~eki&@AfF@3v%WBZ-PZA+#%@q`nt?^ACRGa~p@p1{2HKxg1Jb@naxv~kZfJm#CRsgwjBb2f> zz(>@Z!bGZ(rR(Mrqq>-GtTx)a4EHu#CQ{XP7-|kMXR7DLo{OjAIX$C0=1X`^&n3bw zag*ocA-KWXYbD=6YnysH0;<@>?YHgs#freo{Acr0@m${0vxf%+_A+z)8~9#-peN9? z#lMcP=IzYY{9kt)-LK}$`7+IY_apZTzVbD_%wFa^ZiR+~j^Yo)XS$2~e{?U1IP6{& zv6z45uNvwNZEf~2&qiJ+pTq0>qs`eo!+kz{c)%Sa z-2AX)xVa`|LsVkKxsadT=R;!6G@iy=`qA}3@1&8kif9hKWteCRP4!OrL^g#laiE-w zg=(u@!T*%K`5Bdj`JR{_)p%!Rt@pCXd2`Zwg@Z&;w3LIADPDk|KZPg0l#a`i>w>C$Q|Rtic%3FxPl`&iai z%vDjmGJ8+wj(4C5yuxJY4WF@4+6yDt2zCupAQfk_BlIOB?8K5-5-nhhbqso-9Ba&) z=-fY>ZO7F#k}F<@pJJqS_!X@hpRil-hx`{A0Wv^Ah=A~l0Ys9i*NsDH8Q#D<&f*}@bQWUzu11>#( zhy37&0R2f7$fJ)1{2#4EppGAc&C17{xPJ6?5nn|A6Fnm$)#tLOh^pmlly`;u!ZQp{ z_*#R)*BBiF)*0)J#>KOI7qp+dqdoj3S6f}dqIo6hMUUhh@Cl4opNU>#v$uzi$^>d_ z=kf~l4ea1qYC6p4{djA*!JA?Uuvi4Mn91t0pS5Dy#yaC3n5Es;Y}ya|U=3bp<<)Bb zko`e7@EkqV8TF-B2&phbw@la#&BOtCVjP0Gyin#pEzP}HEP^Zw>?TdC$U&DBCWeCukiTV1P;9%HGwtSo9n zIml*#kid$w7}lNDWIt&|R)rQAV^s5ieryQ)myN_^{q1|`wo9w7e_;&kj|J>gC}88j z)@vB3^Ito@*x*`o*bssd6hNUo?6p?$qJmXwgZPIXqeI%S0Fe#@rQFnp_m^of2sX2= zEM9AgQJ97q_`c5e1NdaVfES^){I*q$iqU@6-z*8c$;a^4yktj+t)Ors1*{ zeI`f9cnWYgrKUPFI5eekkvhKzCD;dOwmRwGPBrb(YA20Xt?kKbFZsMVltW|H4%*|N zpt5O%Zo_q3<=;vUTVD6SMQ$U9Q$;pVj%Nb}+okM-o*t^LcZd2_U7~kF7unb8Oz0CE zT*~M6NrSjF%D7G!jp1>T3th*3-@94`H{`jlTvtQhkWVq{>bgAIxbBM#uE}d^|F+iU zjGr3od>KKT!(xm;9okxFB9(nAZ%E4!MSKXDR`^}zpl%ZKqS)MGK=04Gem8n1(EGkYjr+4!P@1DhwgaDanLb;`W^}Fl97h)p+6K1M>b`Z~LEqM=|-2RZ4k%o@U^(qqH zc&|G&b?&wa#RG1lMPO@VV0VPf3S^E zh7PhUen4lje{eg?myP*(R)xNW!|aGwL*v*ewt=OyyvVkEkk*wGj4UzOQ`8z`d<-@1 z6vNSl3yduFE1w5BJWi{W?{sF*(~9FhUjfO6OAIhFAjQ2#SGbknaEHh1YwA)BqXYTG z1}GvvqQkPNh!I~JZLC|es&E{^a2iHSjqcV^x-Bb-;nZK8H*c7iB2l=4xTsjAh_`H! z0Bc3S2^c1#%>wI`)kiFF9fmg?(WL9x`Ae(V2jr4rE}aOFqlqPr2-(;dCgWTN7LgS# z6F17$yih)qD|ttq1Uj4F+7IN;h&JfBwR>XrbDMMi~S>0vp3h>e_ zguCjo&VvPXO+ACBntXZ!yWCIoc*4x5Yjl~8iOZA^_cXZ_0e! z!l~x9jYn1(RK%@p3u{HoSPRyS9b#Mj4Sa(m7J9SQpCNyTH1zhdD|u(D8~(4<+K^N= z$BvEokG)oXuhxg`^>+#RnHEM4^$+kTsoMVGp4{N?$st~SN43-$tCnh@u3GcyRzR$p zUo^u?rDaynqN$Wh3BhrmU{%^Pou-ptmG^|GnKYZC)z>sBcpkmynMV_Xp9P$@YN|!F zh!Tr@PfID^TB$QY4|RZsd7si~R+cqqlUZN3g4NTyeIu)YIn+g0uw0gm^WZ()#gDK) zm<|iX5gp%0c~$CzhneFbod2nTgN}li=%serGo?Zzn+VO>T=sy)VwSE*AL@P6g>_*z zw1KYLAsV_)ZP5vmQ)ArA4(NLvp_*6|tK)E92V3|?yQ)U+_x~@}9mpqn1&WkLK^QEqtnu#3*B& zR`iZ~YCzYtx?c>}cmrArjg183nYjl3mqK31JJ1^FU^w$%GT$)R}t$B1r>j$@* zMPE~{cK&1OsT@tCX`%f_Nv;Miet`Sj;r~_Q5{NdwhX%YDJTZrQ;(|+sNI+ zYDN8vXUUfCcKV9dzHZc+y3t4OW4@lWPyX%eO%5MWpcQB(Q?fqWNs}pmk>lJwDaz{Y zHY~$(SzYzHUu8RWidTol^bR;~b~ZNFiZ~T#=&>;*$ywMGZt{xJz3fLJ6YO20VZcOt zx2O@BYwxqy2Bd}F5tAb~1{}4|+H)gsi~eQvM4mWnpRjLL%u+3Q5D~YD z0dt}gUa$lFkk*~^=??2i$$Ee8VK>Dl7KH0rdsxL*vKCOF_gEWP$y#eAzflI+b%IQB0N1e|AoaU5H5)W0c82bd$=bnooWYjCEEW#a@hcQC ziH&AYbsNh@!5ppAm$C=2f<1#Rn4$AU2#$a)>@VEO-tYzNVvTS&t4}L*PFc>H!#mVe zE?|m=@gLZ-*Zcz;*#SI)EqDry&`P;Gekqn{AD#i9<8jtZ*S!<$BwG!Cuxso(yTG=> z1=f~tg{^Rr#mWdA2f@8` zuI_ZaOewN443J*Y0A?C9$WaT6v?p-mIdOQ@w( z*g4GwwiGYuej~Kwxp38-PlsR$k@g1`ldLy;$Rc16tD&Du9d<&G5iF7Q(KVq6TdH?b zN&R{Ti)W4_OXHS)ehcVV{luQ|`z%AgV9&6u2-S)^jGXUeLMXk`Qrk(g^typ|UP2Fr ztdP9`Q|DGwtK+Bao>uWUu|P+OtvzxNUL7ML8XBPU|6V*6gBmyvhFV~zsxM$HJi|ha zfDd?WDy>)33k?5Z*I}?RpZ^a1b=JDdqSPgLzy|P0C@Fj3KKNNX&25lEzd{H6hP@#Q zrZWdWMB#Vj!ZGlWb%FD2Aj^c0Sqrt3$LSS2FDIF^U?Pt+CXyR^sUldGD~REi)_n+4 zIKSi^<+08BX)nQSILj1|r0uj$|JDNbxz_d1D5@87AYzLMxj*5|@s@7iFECZ&n zzaU@x+Z6bMO@NuYB6c%tiK^lUH3ePb7Qe~6s3F*1ePdcGlaJ$fjb+AJ*KDIPkHK!T z8ZV0Vwel{C6FeU5>#yW0Eh}qn;lu8pSfi;c&JxlwyZXlb6`*{f9ou8^x9*7xye}SU z{e4>8f*YDWbP;BX8(6_L(x?R8urrRsqB2*U7r*hxtSz?1Qd*C;(=l2W+T#&E5SM#1 z_!-d#OG7$O6$AMZyR02}@1=$YE!3j|w%4>&LQ7hXHSO&^~^R7E` z6#dA4WEG{se`M>}8rB_tWEs>9CqqkJTc^TK)&QT=a=n*s(I7m=erH4QU0Mvs*fI7F z_15)y5d6aOF^9dN6)+l4veEd8a`jH#rK|WjsOGGxzG^UZ#Sd{UoYIalhIY_)md*Au z=MHIV3>*`6@LjwB$`z*aj2xIm-NZrYrYl$v@s`@J>mc`B;Zp)Dl$cuWo4A_((ym1j zef*=|O|D+c%!r6L{|5j7|Nl%`1$Y)mx1J+2JG=Wyj3^c)NO89!p}1RcTBH;R?zAaZ z!jBbqC|(Ewf)s~R3Y1{QwLq}ov{0ah7Q6GofA4dj_c^ok?I+pYIp;m^JE>$p$+J1; zMx9FbkdWNf%ju zI;1*;6_5E<&G+^VTjpKsy{s;)t=>09cX@5xW&bTw=s$Er45BOIikOMpp&t#TIe1lE z6+0m?{t;eS-i~S$T{O!=r(V=Y1(T!OR9{v!DAXSs5m%yorSfyKdO|N%@bOLSPnt(d zRRJ+mloI2_T|6zOTbJz^`?-E8U&{OLBbn|Vlr3DpYlW`IHBLjRz3HAwI0+AUc33lU z25z-}wjNq5u!!!c591+>b>DhZ<=48IyH*UPE7TqEV@OgQ} zeIU2VF1~5*A$dq1HTW^KI(>l1*2m6Ed1;{CLap^AsBl^vQc%?niB#drp)i%rZ!6nR zqzycj$M%qGP{89*c6*(_qg`3$pa5Fh*{FhA8dBSiq>of6c`00ZL$>SdxKHkozu^Tu zkLzTDTQuf^T@ueav7TLaA({onR2sdbT6D_JMf(wg3d=Y-6{lIhakP~j(lYE3J)png zCLDGzaRHhJq3R(fLU%ZY-5~+e@Q@THi{79BM1a@yO1u(}%s2iPtK>^@mXF{`Jb}OB zPn3?|%KKs!PM~x+WU@bjcf(K`OBtfRT1n64Rk0N=i^If{aII(xDVQo!MRRxsD@A=+ zD&irAFMHZzJA;Cl1+qZ+|3hQtKz??hFcqc}SdXG18XB5e6qLXM7y z!#wp5rQkxW2bnY%=VK#yNRw4#Sb+5*UM2u?3U;>F;a;^DJHiaL3SZD-)eJUZ0<6T> zjz=|uM$o{ZKFq~0)i4!g&oOs%ojR#8SOvDxX4*&xs5aCx_dFV_!En58SAw0i2y5um z*p(+ycB`J8NG;_(by4-DDS8`p4l1Z3DV!E@7=_VNj-lVI<+8g>;yZAQ-pV|Vg&>FH zJ059jW0@5#!)1gV?VsrlcT2m&^a$O?<&c~qbLcSKluKZ;cx6_TJJ50d z!AV?|6XCqc$ZC8QdsyG=dz?YZp1yEUdnt&%0mnXtW%v+&4i_+&HOd_TckmAOhWea= z({x+TOd8!Y>sUh79soVX|j=Z3<_JxCYzVpNmey;b+_;**@AE533&(W@l%{)eFNVct{=}y zI8qD~?O`*XhPLJ^28h;BSUkr7H|%#%4&zRo2a9rX6~j3>%FJr3NQ}g0K{>ggs-jD( z+Byryzdsj=(HMiJxs3V;NS9&@3pm7YsHm>4#;R&q18d`cW!p=fDypdt!!Qh1Bi$e5 zVY&qesgHfo9Ir!$XE}9|ZDj}9PPUW>p^?0=Tg(04>#8elg!KkpDZ8@~0(i%jDMnYM zh48=VFB72&WgnhboxM zoT-I*%{#du7UD4$J|GSnU_LX(L4Knh@*DVM4LCznuog^yA5*X<1W?07ErXhHiayN7 z8osCo9$6g@Q(!zm@$fZPh7{^!p64eJz&5)yg+gA_DI2R_;V`}wFU1ph2Cu}w2KV@l zQ6O2-Zy4DRVUQp5V=;_`+T2I)P-lIq@AE2vUV0M*$tXEPZ-?#Bm-& zMf3f8U=MsON7HDkDo4^@_!&miGdM3#nVdLArwty!19%8ooG^z`qRTE?D#F0Rcuz~c zH|R@s15bjaY$}Evs3wb15LDo=RW zQ?ah|Sx5?|7*)_pu0__Zq|{E(S`5s`#T+xeZLwS`&ta-uE0cAg%Wja9^bYx>yoQ_Q z{-`8(kK7}d>M{BPwsS9Fn*0#I8fKgzcLklmQvTu|Klu&w1yL>)r{+f1_msEG+aVN8 zc~l>yQCoei1o$w!0i2O;^Wi7H4F?U{BlDn`froBUa+ksU)EHdC+F`}9w~ zO!*g{^Zg$26c>aYa-U+R%#^ROv{lkN?#!q8w1OTvD=2`ezLgXmQpOtTt80BvPn}ds z@ugBd>#_6Lsb|#*QSQKyPS$B(Uu!!Jb3Ug*dL0yUHu)RK4$e|%EaX%Z;3G8=?m7Q> zFWJ}ZVfdO$%8D|p_m)-CJHu%%cROoMZI71+v3K|=y;iQ5mvEy@bgy85*XO$P-A#I~ zd(3cUAOe`;9+&qpO&^i#^?jqXcIocE8+g;8mv6Ps)PKkq_yX@4_4gWIqoCLFxxNy8 zJ@}!%*D7QDt$N+7mpmuEkt&Bp-Rf8!r+X{9yVb|8u&d%oHt_CMRn7S$YCKQi8hBd8 z+SgQJyR5y4@2CcNPbIn2`CIPb)-ttO8ynzUUcgOo8P9T?U`=}&H^wCA2m2c0+#JCu(E5m;?t!19O}Vjd2y+6tn4`*kc&% zp=dAv691YCkHhj51}(X$tOIo*kGx2ea1`#NYA{SG4dg z$d)tm9lf^Rkn$jB_@B7%2=yDXJ+_hUzz&CNm&=BQ>pYRq{C`<~E)^7}3x&l6<@LCn zReLzAC%4DLACSirp~H2k4$R|&;&dnnqP!bY_lJz^?rt1c0tu*(DRXyeo-JzB4O}a_r{j1&IX|q4@xpeodm~=NV zyJ9`2)e#>VjdVi15a1lKHt+`ifh(z9e2%vnZXQB~XKBl|#VpST!ZNqn+0Bt~$zrxs>3u7CeWvZ_? zm&Z7FB>%0qs1VUoM2bXA#EV=<-o+(WMe&E2CU%NQlZO#8%Fb6D>)3RW6zeRn<*vCd`6r=G8PftNZ$@SbgM4 zh_n;Dx!sDmQB}er-fH+prE+t7hHr+o);Q0G{>eBQr(rIc$6#(qxb7-XJ6nwAOblNj zU0)x43e&N?-hn%D*Lw_>_nd(;kKTf9Wg~gZT8fqASpN*1ZpB;YIT5Q_)vQFLKiXoL zHQMfo`?(Y5w=VKU?v1~3Pt5MwVE4v2Pj8&X7u94wtww~Lr@c5zmXo2Vo%6De_ZlQw zJ*^8cN~TdV?SrRkFwN5&U=tK{et^%2WK)%oj_@%qLC1LkoZ=N$uHe?t8rsWd(Aap6 z`jFqs3|>sLe9JJ{I|qx%ImTUw%W*gk-|#CQkK=I!*0ip0D@3cAH{HpBO;i+4_cT^l zJaxFIio+jOLu?sR#;uIy-=jaTQ3JUGuJz`$_H*FQI^rW9j8AzO4#haJf>w%Ln4iWN zt@8^t#9zcM>Vos38TNx-(8KuAtzwHPh?!6vy1`KqFP@9LVwosS<*BylCSuK*PYfbN zqREp1qAVrCm*OedokAvqI~$c-0^d1-Jie-j@fec>!k2)n+;v>syH3a9K$Q;@R0S^26*!2`J9l-c*h@u5B@Y3t=<~veH4ToSG0ez!zA>XVy_J zO=V~SO!2kUZ7CIAa0)C@OH>Mk%g)9Te{WuGP@7d6q`^A)+Fc4C(M*_OxN`>l%75`c zyc#apwJDPy@d|j(=|K%?mC=-&t%s_(`oXx(ipJ?yHPtf0_|GY_t63SN_8BQbVnWn zpYtEs-FT@)9tN**m+T8QDA8RG&&-{qz;Xq0ty%;B9}nGtqTCK;J$s<4tmXOHsK>ER zhR)C{oThRT1&jGu%IN8ubV@R`kVP=c%sX*$Y)Dy+%5Gq~^e1+6EC|hU1bqbSxDW(T z@IB7RPq7QO!G=a>H^g%GAQFzuk{Yxws8j5?*tv4PEajevuNS>v*Ne`QdqVIp`WJmr zr|WNnn?^T{z8|t*&BP9>wsNIM)`UrTj;7+b*xKmp2^e@?%lN7$P|Z%kCNdRMu?3V- zkJZpIQ z8h?c!!(DxuE>kn8WQTEu;8Lpx?r`*vD)7!VxGTI#Jad_5nHTo{>@fYMEAJu z*;j=2fO>dRJiwZUc?A9rtz{n?K<)Hg)l*G^U^N2zThDMfypT!!7XOl;@=%yTudKRQ z!DQW!5x?kyxIT2L+N!Exyit8qdA+v|POuYAr@LZzv$|PB4PQOsZdNPLP|Vn+a2LZqO}Qx-Fk^mi8E-e_D6sz$3qc+K?UblfUtVK?#8YQlHq0(ll@(~Y3j(3D>A zGN_;*b1I}lbLydmwHJgn*wp+p^G-bF)$#O=`VP);e^rCBy5)VD*3Zre7!L37Po2!k z;LsEfQw}AAPrcQzaRg|?;9eU|Pt9qf02QKEY8p(3m)2P>M;EvPZGa8%DW$<`Nck^X z>UI?79C9~8C&S5`V8eT?2d~_%)_(;R*%Yw|_>gwJ3W-iA4JOK4{h$n7Zp6av_d?Vvpb zYHky@f-R~Atj2ZN7PjFwYy(;JVEGdkH!PTrT}VqmdzcP)0spjn z!EZ*l{2+T8_j(+UV_*mCGvmCAGP%Ph=7#L7LnWGEAGsNU8;($_ObV&TSDc~V zncfrXoKZ|OxdE248{m8{ZO`LO6>w&au@XOm$96^Mon2a%p=(@8X0r~#A(%$3WI9Zy z$&?N`t-~8zt!M_^L9d6chJ>C|##XLF%e~2fdH$M_Fv@CJq3U^C(mL3o zRvIUsYToNlJ0PDK`_o5q2W*BO)YG7zSRnF~Tv|Xs8Nb;}?W9aN$1lVmuunb} zSIoMc!2@&y{uEc?FA>4E-5HVUrej*)r7jzpgK%?@o8xyE)Q=h~SOd%3)CBIgfDX0*TdzS1K&$@@+Z@;=am zco09(nYwU}LEPSZBluo$U+>r4+xuJ(=DEQGcphEFaFIVJO65U_4E=;h?q5F!LYg zUTau`U=V!DXXPLW>_uFb-8cv~iqRqjCYn{;4GVDtJs1D5f;RdKnLrJw8fAIECm99< zK?W%)=wQAOoNbwahFKzDq}E1^C; zSa}1 z6{}yeC0mm%1G+m60)1{C6r*kaeb7dBkTYpI%{DbWmQLwkU;)3w~L#G zktgCX@j_&MkDb2UBGz}lV2^BhMIK*C@h{cp*4z!QVKv>sbiTlD%1SFi6>~GWEcC+u z*u*MlTuoKy3VjS z*Gf1ipF$B&Rj0mM>5IZBEWurL368=pItuHnQoO|n(QDMF-XtFA9nL=*)z?^s*tg-V z{2u@S0RR6qSqFSg=lg%3@xEu=k((VWg4C=TwTlvagi5NVHA88w8m$%7-Xk_Oswmo; zt)i$^HEOj+ZK7IYlM+GvpR51h=lglzdvbH`x#zy;dA{Qug?;S3?r`%ik27t!4VOma zyXAgms$yTRfd}lu__x0f7sBA^Z0c|wUg6f^$KK*N#0)bl?UGnCv=AQg#$g;b;!ED~ zc5vTBE{wrZ7}vOkv73pS!RlTc0~}x*YX*wAF0S-^ODp}~QGzo`pMf*b!MXrfA-`RmBQPK+W5Vz) z+t1qj6duz{pM?ANG5fInkEfyi z4uM_+t4vFKzGoGzHm=)-KA;Zd)4R+blS-+y0XDz@J6s1}gIgP*6NT$=y%7e|6q-uE zLJ<35GW~7`=TWp9c0)hf2peIrz0X{O{d5hk!HdARI@xm#K5{Z(l=FjL;>5^rw9thm z&=EKBI@J!=s*P$W<-t9a2ZG~) zlS?mwZ9s?ry8`icg6+pDb_f>Yzg33X1xxU%3SuS4z;FV%}B0?aZnx8xFFQTn)m_5Lm|O%u8gtvRXBm)z-Tp6O@K)- zQoTk`aTny{>Tn*Gs3odD{h~Ul@zfn3a9wC_cG4J3x9UPen2G6v#!yiwL2KyY?8lAX zo-kYAF{g2kf0kWI?}XZVjGXa!TIsE44bZ>C0NvagAy;rY{Q(!@vaIc7Yd`I$4Z0v^ zs5<;Jd`Zh_oW2YTbXdrEYqf6f39kNzKuvu#WEbwnIe|NoJ8`JKr+*8*?Rj7a@-f}E zb1;Z=5zp{}{TToB{ONg&xAkMpu&>z1Jz03h^Tgu||Hv%N+mBkgDefU(KdKcvfHF-N z_muB1)0g_v$`C)5bR7CD!s~xMW_t9-kOkPx?G!NyC*hZt*GhG|Iy<;Mw#T7P0jq%3 z9(VE%KJ96Tg{@RPA2ZE6)*6XRygoe^3%cX6XlSZ600-cwf?ND)_;7#CaPl5x7&vXF9W-R7~+LHI=Xj?=fRMOL!93#RdE}HgHyOD{O@)JX?4(zmILP z0}gk7<|0-t++?=cm;9YgAz_);gJoYkM-KHGmpPSAdxJW1II;_)WLjH!|=x>;3 z{S85k^nb^#@hfhL_sw)q6TE7gU=!TqYl3t5go$w$@guX6*YkGH4GaG2eV*2s5=g;T zGE(rlNtUrvKD~?|n|VBkOF5HyoKHK|olU$|K6}nbPKH|oTXHdMN7r}^#Pgdf+w-kd z$W7-4JoPT1=K8c*3oGF?pWw#y9{m8{!&a&AX%u9(F3ww?Jv7?dLw==|rCwLzDoWX^ zxN4wgs(ZK&A>D2Mmmax!<|a(KyG1RwZ6H3J39L=}Qa z=HPdHF2_$c`LV6(Z@#dbb93J71~nkx|D&ZD=PvVB;#FP>Es3S%8_J+hMXQT=8Dn%O zo@Ay70={H!7MjAPFj{nDmRrXpaAi(19RzW5lu8^Nl{i0E;Vu4(T#}RRlDsV}>=hRW z5sBTs1xyrsg>Ngn9xT9N{_AvxassQUt8S=w!7dmbbL9rS=cubddPNB=%l*CD0NTOg;sD_SRx-rNL@9@g{lB0!Wb+~ z-(ou+3Om&Sbx_6Auc|fvrshHm+$X&9i<$~eaVpG*!t{u`;g`ah^{5H`p>lW)oKmM$ zDHBF%8l7oe(OJw%c*oo^Gd%AEFuVh1c#2r{{q_AFF~WMpgRw!>V9eqm2IC;>o_`Qp z`NGT|E(d?;KTREMLvP4B=fzggL50aLoe_P){VbxS8>QcgNR0669Ji%#TYne`W1*e- z4mQChbx~EJC2&H$Mf1%_y+B_BLr;g`rrlf@ zORqLIJiXdJ=Zk7n!@Cx~z|TFoI#+-1nc=>hw^+e8ZfPAvDc#I%A5z9;9UAg9{5#rY zD?QtM1zVgip$`4V6XYzsG}Zb`CtJ!tLN~Bm@I`FEJ>kBS$W1tf`@scVqPsy$-3QNc z73eLzQ3lFF6O&}xnG;-_W|$LZxm{WBhJDaf{|c4#eX||B#Z1(=*w?%hW6s5_2s_t! zYsJZK^W=^NPnYQ7M${VZK8+|`(ib_#9qr~uq*Y99RGP*)-JL)2OWYyes4hpCOy?&H zJe$oL_}N(qC%LbwNL6Sql%k0cMVH*tCf*qf>C*cPI6z^v)mq5$#!JEX{ALuFbO*oy z_!Q3Tfp8xOLZYX))Hn<`TsgX?NHTvk8BHaM@w<7T)hRdYd|RV_rx572h$m3pGe7vVi|0hKX7wowTE z?N!*wyr6T=WB8s9K?A)Vx{$3mnQvg#D>R`MFv&Ecm9om&Ttx4H{_YI7vh@e76peh~ zrV8-|dpC$we`9XS175kzMfPWAq1}`la2y_W%d1E=1&+W6a7*1+?eMvJs)njhC{5+4 zVQK^zffw78i;G}AB;tAWQZ1+si&a@d+$#Oj#oDC?!dluT@0`YTaRj5)W$}F*dBbq_*XJU*(QP1echk{Kc9YF6e@jzYcr$^s zoPpL0e#s+omUkS^w#MKp?{tjQ({U!o>w@~n(10F~2_bW=h4_XJqKi8p=i^~(bpCnx z$Xi;c;|$resNQZJ_y1$pFS8{2IX$6!RyN(SGCYqd!}DjzvSLr@Sx7`gv6wL1;rHUb z?B!@X%Jy(UZ}C9Ih~QR~?c-}9Pw6Q=wt#^bg>9qT{u}->o;Ra5P>kn$T4a)BG^5sm z-A)ZE8K_24rh1r%ia0Li+JD)Z`m86%et|DA7oXV+>>K#hyV1&Pz2~;2wdT5WCbFtm zI}i1B{SYtd(|VJAR3FfnaISp;oA_GkWSwgz>lFPB)^J{EZPIxxOn@-z;?$zAV7Z`_ zy%dJ=@7P0skDIWT9%6my`N9OXusyG~<7IsdiMIaekH#2GG<8f2rnz~9bMs=FKOg%r zT6Cy_orm+XADg-{TtWP-AARV3g>sS|KK2*ow@qwFP+=#SG;`d(WLLpDSi|!s{)fHc z74RG3^Z#(dbTz@mRak0&pmabY=fMRLIXV|!Kn^_>{Xe7c!!fk}NSPKt`oj@l7A9t*h>FianUo#Jw?(P7mOr{EF#7aof* zw;@iBR~!jCBl$GQV)APt~0 zRKgCYSPsX6)YQ4>{G|8ePvU&`!t4AY#)vydqiK&C4SQ5J4uhZ7&uXQx)+`!nJ%Rpm z^oF8`DU^s&)(l!oi|GxhEd198FL4Hkd-{o&KTi`?N%TP%l`K780FJ6U(y=9k#~R>p z{8M~F5)4qQV4Y+G(gFCQ2bc99}XNJ>s`kHR3Q*aahRi_Ptg?FLCxl%O3J;zTF8)K+qL1;YDlGbPmKxz$=s=9$Di-cu zq86)OIA49Fny8Mdni`{aDhu|>r+NtoZ-f}tM)eWaS+DX4lf0=0%P3AqB@wkzE9KYh zglNbh8`i6LRcA;Qmi`Q$siHJcA4JJO`XOA$mr`NFOh=A`lFnq92I+9qx@Y7@? z@MXTn&v}$Sti3wh8tzNe!}O#;1_af0BHVd;1Ad1ut#@<{ z-|Ucd+-l|1W!DN@brtW{R5>(}FOj&;R6TYkccwKKqjWHL#puZxM52EPG_)@040{L+k*<1-gCU3!JW>?GV`81ykcm*kSswP> z_qzW@*a1GsZT(*t>f=9CpryUpj&vr5t>RYBd(H+Fl+&bMla%$aj9W1qAED^cpf(mE9w+=dd6;q1!@RsG>*WK^l+0QC)E$2W9r^y)xH@I)Zwp7Q7*j zCRUHKTS^vdidC^PZlbz)NEqN(m4dzTvTPA;Q(0z>Y7DgnaWqqJGc~XSoiN=vABj~J zbWa=)nc@-GF*+kzIp2j;4{KsArCL@^tAv$Kan@>gYv^(}%JNyI+>W%*bds?) zx~Mzex6ibr(}97$E>t|cJ#TghZGq9;G2Pf@aWM>hUYdKwsm#@IN4@z;bK}t1#3NHPgWw9Du7}6kN5A zQh$GA(?_c4wj6JZZolLixIMZVIgh|GI$g2YJxqt z*^R^6Ji_i^YIAK4-e)a{L+yfCl_PPO_kDxzb)88kt)bed_sBJCOrun&Dz6@jqq&CN zupM6UeD6$ho`{P%XJ&9CoX%4vS=7h+m}ydk)0;UtW)(j-Eu7#8-nCfm3EsijgbAql zyxJzZe-TdMMe^$EIts(F7Js7qn3Cd2@4yokBPCx9rbq^B%Y7lmnkF3>tdQyQnqcNw zS;9r_twHcH@77(Q0+*9)o(i2|3j1_NS_h8(1bgutRvA7nsp=iBZKc9~>;xyQsn}Kj zh%uaCW#D7=ulk+lbpqa1pv#Pf8c3i-udzF-HeKF~l0=4zYq;!{9l#qj%L{SghmeE&daW zNy1(4 zLn^61^oOOM;GAgnhfF-F+w%aZ#@(PB9LH{8TcBBP)t>U zF>1UzrWQ&@SI|)%P`{}KQmf6NkNOp6O6E^DqwO6!6CMbz^GjumKQydJnHTs{KI7y3 zc0X)wRf9Lpu2)yXt54Z=!F8rfC2h7E2{(?%G^`0fQA-n{kI)y^F*;A@s4-N~tzZ!@ z79@%1T8v91eWt)=IW9`CouoTz3*A;n;Ho6nWq4U#RzoQ`XQ&>gs!qnQHB61h5o)~n+EO$Z`~o}Z#pOTu)nObU3I8L}r1#-d)fMK_bS0g0jdugN^D>>1X>oiS{;{w2a=z+H(nH!KT-CUD*sz$g{YT+&t z)aJ6fnw6{1=(V^Od+R>Bf+X=~CNFlg6S%94{`ORJ(7A4mwHH!#XPr)mB#q6XU){gm zlhDE1B3{Q0DHRsuYRu!heA+r{J*42XqyKQx$4*FA5NWUpLWUTr}k8`VVHI9)wYX!Z;RL7%1MLLs6t}b9f_?_#bnQXtseY~-@hog<(Jkf`Jw`sOp9GBWdO(JhIWB79(%2hFl*FqM#v)u&#*sjRa zykS_&B%1bI4riI;c120Zon`x+o#^SxT{!{gn>TzFumYxX1uSpw=_C3a4f9=~6`p5O z2ib6!?$UEntrz+wyo6k>P~q>sf2DR50%qzflK39LKIFNB14&i!wE;feHm`C2Ukb%^jUU#oM!_5!QBIjyIJe>`Djq2r(CkihkD_xRO%zUS( zNpo^l7Cu!+=z)5qc1kzQq-(F9*j*DAyQOZc>%yiFrL%sKJ^q0QYOZ;pu1WRXQGaP4 z=cs#-E#0@x+|mpV#B&p?3dPzbAO+tMZLS2TxrfYOQ9&~pvz;VU7m`gw_#c97pA1c{ z<8VVA$4zFRIG*ls9=F?{!Nbt8Fqda@lo<;Xc_nN#-Su(U5mFoXnz7sf$MdSF@mv?{ zU^*vZ3vm{6BYUEQpKb?Dh)HeOgVe2U0LstWL-@UrJXQ@cED!ZOh1BG z)MlYc)NjLf|4$I-e6CN!X&9jsoV65umVAY-3hu*kz23R<>h)h?+`IGyp1?i5E#$m) z!m~SMWAwi8?2w#r@}e#FC1AYq`7N#zXK|F*=78;Rhq$(?1ng3$qyvXzLHYu|ff;HO zq^lWfBfSS})&Bti0RR6)nFm}HSJd|JIp>y{+1XuosUiX@7GlE^jU^^_qY3sBW3U^e z#u5wGV2oWXv0^tW7VI@PFm|J0EU4J9q1bCQ#Dec#^S$58|97XbJN@40JkM+!n2L+p z61I#b;&Qe^vxJSn1pJM)Fr&x~{i!C*#{^N^=m-b#Ie*LZ_$z*g^4KY{3-&=a%Vsy& zF*u4(*ngbG=j=B8MNgTJO}rCbWEWW$+X7wb61&Fw&~}KxELo2t{L`$q3l~6s;51m0v=^~FaWDVO?Zldkij>=ELIc}^?nYD(%cClSdn{(1HgOs zmc4?9ln4Gsr2fPS;aH6VAV^ahbHz|-=*-6iQ1mmb71yyBT*2$u59-n?zsvBexDB^q zuecBA=saB#Pw0~Sy(0cjD3{YRc$mw}1x6XgjcCilSh>{t#eEq5fCErpBw7bx3?*9o z;Xmq#{rV37M7v=i^`-A=Bdqbu<1hJjvkhgK!dPeT<-hYCd>@}6o6rkhla~A4<%?i3 zRHcQGATQZf=oYU>RgJcqM|?);9Xz7%!4aCpyi^(ovZfTsM_?Jg7RF)@s}3DlUAEbM z&e@vh6o?P3&Ntb^3zy=9>~?lIuVHiwDC_4k{QR6Y3&^L3j@#DcL> z6r7>b)oS-$^0CWtk9@3fPw_vawmYV{7dbA|dNtf}f=kc?bu0u)eh>eMivP5)>KQVrn+b?qD53q zEuvK)h*hhou3ARF(QJxVw>-tvG@3$*G?83tJk79dtZ0)t? z(|kHmy3G>#AM}d-!=AwdxCKwxL_UaL*Q0+BO~N*` z98T&{I~|LQ1lfs)LIJ3V&8QF*f;RLm^`I!|MRQv6>!{18|_8ub_%h zNi&H)f+5rx-|6wx0lMjLMY1fO#W6U*<~%>*39WRWR(EKae-52gaQ^z&6>Anrc=<9xq})!g#oi9jvWbR87XwMw}=oKDU2| zVMd_nET=(jdDwYP41!E?4?FO97z}5yH5S9_=%qcp5_OSN;Z9n8JR9IjjK- z@%%PB1CQ8a*4%o`cG6AAffwurdj$98 zHcEiM`3R9o&snm(h^O%Z+e}v=9kcbQ{zo%`4#6SV4IM=;yY>G$2KQJFn?twtbP=w= zZ066WLVKzQ-DxVTMJ9}8quCqwoOOqXtPi{4x@@iz6Gbac1!oOs9WmHSb{7^C(JO*P zoO_d+j?*yH4iSl%h@oPxJsN*TF1Q$tqj9YISx*b7IQ$mB!8px6-Vr}%ch&*A}gPdv`M>2{n?H@jlAiZ|mh*HJ-rM_)V3FY!KjMYl|ToQdX7V?jR|CYb;d$I*KFc>qP4(98@eJ_STn58L?8DK$a8Fmdrn)` z(9gLr++b1Am{o-`SXd1QM&o#doCEIvUX|xd1+;d%T=+!mp2&3W@I0 zVmtJto-|ZDlVqck7)n*e-_B~<6Q;p1O4BO-m9-6gJT>3&6i9)$=1NBjw4@YxqdiP4 zeMw7P)o2%AukPbcW0pBe4wV(%)2XfaMie%q&Bt(D95ZjLH}D2t(R1}4eB{%A^Gt{} z*N9uX4qc+h@HgD1!{$rKP|x5Vy@Z#LWL|>^$9eEKljsB_i#?8)kg3k9InLFNZdOa# zLY{POv0`}%tvUl`e_2e=8}owrz*(HWlAXV|HBkgSKVDyLaTvk`XvfAawz%(kS*OpTaXsZIO-BuW^mRcQfyt1_` zjn*zI3*W=f+ONK4o8V8VPootxUQm|vHN1wG^cs$P`l~+Trs1-DPasCTHDXi}r9-r; zCx+2Z#}BUd)IzIvGF;_zwF?;m19&|D3F7&`TJc7}Kll=#;6og&Rc0u}Ll6F3B=WH^ z2BzrgSV-gs%~BI#E}yN&!1sJG+`_9^ou}hr-VD7Uc%Td<2PxbSi}8hPFZDF9<2cJB z#(RdUljc^lI}XAlW-siGOZWq$Bj09RwTs{gtFElaOJO_yk6i{Q%IVVMoFLDkAEN!XL0Rz)FC}8d`>)@U1k$;C0v1r>Z;B;S6K&I4|DWW z{gWMIeN84Dq7Kx781ia$cR^u3M+QL^Oi?xPBiPB8(heR2F#xi%*70=1$+u#6(GFZZ zPsZxrM8s(fB%6QWAK1ybfe&!AF%W$05xrr#=mA}z5dQGtf%W zK=-dg*g)D4MWtmO$w7fhh;G|Z#JO<5D|O}nt3zLdy+hh5;&TF`^tXTRu7rt9E`Y%`7W@dDg~{;(Ncx=L)p*{rPy z(p70GOQ)r5Ih%(1?AQdk3@2bcNMWDxLu>-1(|)!UTkF)enE6=xfzS0;m7qROXKNu? zXTgfpK|9hocATy8kFvi~H~31koI1dF^XR};ycNEe$$Hw~xmxz)^?4B-V;q*Xu|Krc zPP;6Nqp@rp`=0#)F>ETE%_^~v*&tmvd+PZT)`Kl%eY6KYqW$PlHbRrbcfw8WRyyE3 z?cNu#$}pGBWo181PwP)MsvRm#-Sg}$8E2gg*cg%Jo^DOI8Vbu3pnCyA0t;tHS#5Si zH?G%m*(a>3CK&qYrM0Y@W&~@_a-CbEFITcE$ZiT{f8~@hmum_t`0km8DcFY=w(#Bdmwfn8}LhRG7g|u=-dT_pkxb4~pP! z)eN%tKN<0E+j47Cy<0mk!5 zutfz@jC`f_>qoX2E<+Y{gwDFZ#TTKkYVV`e$Ls2!XYW0$ll*k4#-GRH5060BjA;T%ZAX)A<^ z97i`gCU-!jNP)F-oz5rCj2GsYv_R(Z)vyY7*pXCEMo|>ahN2XqtKcf02z6yi^B2BE zZLo$|;i973vbOkN=iAKf<_0s9H!PmUGrY~bVP=TA*g27p(R6kealS6_1>a&XuyY)% z3tn{mO?yMCd*aDM!8THetw>OiaEl3gZ12>5?uo9(;jDlyd757}SwUBzGO~(U*^H7- z`VTKv3mj#RGF!{ZW@lNRe8f;y@?)Qf2I6aIr%9J-T2ZR=fl%A8mwJtTtWjzdS9D1I zD39}!(S9;Ms=Qr5RK%PZClGPtiOFWBv&he%|5s4xmMcm@QJwQcq$%= zNGp>)dF$z)ax<=~tKz$#92Pr2~8>IBBS^9>d@hM;xSKIPVMxaX(HF2e1>2 z5qD*Aeh3d?XZTuws}uj2cZb=cJA4m4HQ#HJM0+@jx#qv}Fc#&#t!kDV{V;$FaG?Pv zd?o5ouE=9`3>%752-;xl6j7QxzyXH#fS*!9_!vXr8(tcH?`hg{-}{;p=m#HD1a5Vf z$1kY~jTRkvV`@#GYh8+fcW$4u9>bH^4Z6Wi>EfM4Tadgpw1yO1jV)n?TqKjV51(eN z5@SUee1ZeyF8H14o$pQfjTNIYSQ}>GO4dMYY;CQMcVRX*(<++6T0&c~ zlzpm|CyAYaickhFU^s+;7fd{d870p(%i!6+7WoN@9 zAF3yCneM_ykpqV*8{$+toPgDo0Sjn6EjLnO01cu%nFfvQ1mgwI;U{=E)gQ{Jc%vrI z!0%wZ*o*sRq}5A(CED{&d?&qO_vs&Y1MkC2c1BmenOF`-u~uS*?pI@&6F$Nd*pv3d zQaTG~*=KA6tH?^TQtUlj2?0=2Kj}m^ksYRJ^sQ;v%)+4>oMLt1f>vb2?yNgY$Awz; zzGGY2*Q_mT{Q-mg_0><+O21R9{uNe`wa{uC!M^=KIP1(pSxvUdNEY24D`~Xc&dbRe ze3aHaGRN}?@TvP}J`(;GuQ8s##=pfp)mWCKd{u{D@>Q@z{^xLg9`_AjC0mlu^CrV& zS%YfOIh|}r8C)jtQCdCo@rl~Y<75(C(CYlaUJ9SnZ}1yLIKR+6^&M~M_3fuMwbNeS z5*xIy@2r>q<~R9ZS(+9=b91+a;F#daDeF2Dxrs5X(yv5wBeS~>?l7T8DO zovfn$;%1|ScKwTRQ| zZc%!}bM>>nhVPjvTofoBFrLal9Imyd(`83l$lx8-ulT$C$CV*dbvD{6vamkCh2Qc^ zx-aL_91IpM0gR1U!T4G190&+$8O1J?2<%;T6G*o)sa$~u1L^&GWuG@rohVZ6DU2dfU)5pOxVppQbT6)tpq zX2#;dfVZ+WCOhuQ{*HQB8;d!rU6YRROt~~2aut(XI!rGZNf%c z@}nX$L=Fr5SccKfkdgLy`=0kNvpyX(-F~I1oopvt%7uYNO+TG?{&nSv7vhTE-worX zZm;kaa{HwKQ&2HGm%2qGws{0M)seF2^9;^HAcXY0BN39)&oM}d|bEh%elWX+ngZV{IJb!9DHO_lJ z56bck<`0e7pxB^Jq1}0Re%v@}L_3cdC3Tx-9_3@qPW}&gnk(7=A!k+S7YY%Vacq)qQWcU6qeB<`}aKU%o7YN%lBgW>3UPxJ(^& zHx&WmJx@??Om59p^OaYux7}hKrg+BTbal@q#Y82AZT(fSzQqdFaXwe8u#R&Tel1p5 zEkp{YU`z2_eI~A|Z62adL95J;uCZn@m%~*)xSKcHEUqbFZg)=S5oVNT1}|YA3GKs& z@Se`+Mw5t(p`C*sgeEvg@pqnpsMA5Sc$oRGr-AdbaZTUZCeEFnS)olrQv=I7PZ`Za zj~KN>p9J>cr;JlZRc8-=*ofn!JyAtVI=l0e#&=aMuOEBK>T6!=(bfY-YZafs8l!|t zY&h%3TEjs0kPTrzXE=lnWw9cZlC?^$WHrs}>M)$JI*LjBU(aRFBjdIa>uju#{{!FW z`Nlbb`<`k%KONea_vLN$xj!?mdwMvBa*F85Q$q*w)g~8n%%5z7k8m$gd%VKYT&;Ai zrdQTVs-fml5;b+rqE@a$);g<*nn6)&Ce5Tms(>o%igAUgLh5`-jB5(bwkA;22NHwo z2KSptU-rs3MFwbhF4qq!VmHkHLFk~)}?RG7kOUtlEFkdahVejna1WWIA3-m`{_ z&BhL6kFmm$Zal%;m?173X|Ct^3{M%CjGTaX;=OOY3huU~Ed$M9(V-TsfVvLO90GriHWq-?K051>GbmeozK_LZO8ZYpa=N{=4-9-S#m%i8AE zg7HNL2i++!OpcUmbSlne^Jy$x=cbAk59Lv;%2$h?@E7{4Oq~waiYs_S=c<;xEAPRF zLLcsrdE7o5TsNA0y4Z;t_PT3fa5ig*>3Q`W^bv?|QFWp^)fC&sbj^ z4`b<$5eq{_zL*WZUltF-;}4pCgIcHp@D)|UQM3;4u}pZt&cS{52c9+}?I^0|*kJ&T zKytq>hD*E#Md^f)W9D-q*6U1_0^Mjc+~Rd<8PuiauneXfPmJT*70seJ5yQK?PV>yb ztNvs4h!4Vw(ux1b(Ntd?0N;Cs1F#>28foo;r*a7Gg-ZG^45L)2WT%0T-ku72DNl}| zY9bBxX?DXMy8^v6lVLf`1CT>tFxj&a963 zQ?{U6YB~%yH}Lt&ARR2|xflcfavGn)C-b86mNT9{()Vl!6cJaY@7|TrYdhh({DFE< zFY^6o1)YKAG(aq(IdmKr(lYG~F2hyrE#`}CeZ*QKjtZ@Er)BG;LCCz2nMSCfg{-jKL0#9Kb{iu%WwOq)BzvzT` z3@_jnJfb|fu3p1CDCOF2f5T_WhFA>qMXqmVH-#BhVigv*jy$%fIv33}DVP{tu55!4!86GW%d0qI4;leO(qm5D0#xgR3 zN9!98$gC$~s7j^sn8=c3xOCCCswxlTLOzFc;sIQs7#v7L74$FA7tzB7+{SI3f06ZWy%NXLDd@vH@e-udH*^h7;7u58=BV4Si?(tG{mMCY zgvyzcGUnw7Mq@+&INHTka66w=+DGWYFp*)OgLqFpq`%<_KE-T06Jpgd$k4B;Gq4d` zsH@N{SOu%%8-jiODSbwNa2Z_>>tYq$$sf{d*q7pc)v>xXA!>~-j_ufZ0|z@^+l z&(~GxPiLl@sS02Lti;>-4xGnZa09MG2HpSk{%B2UBv za1au?gt^WK;R*i>9xORnO-(Q*DFGMg0yv2)JME}Awx@LWf*b9aq$^Q(qUt7nrLV=_ zE*gx>NUHhrnEWdfuQ+?68x^_eTy%bSp63fDZuYmM(|Ux;i5pF89;s__9MJ)ewaO}ZKycSR=@KkmP$ z@9X?Iw=3(vVRxw_Qi0YTjl`pIG$sb_@FjiTj8)|*Cwe$!z40~5g}L#+sKMpA07YRR z8^#~ZH+r+WCbf4L?g{R~1Gp_!avLw>ZO9v_O`5mz53n5qybsbbKhBVG1`L<`*%mh8 zt8%xd!yaFkm;rVRbb&nd3Y~*y*biD^HykGCS)2e1@m=mp@w^Cf@E1^%AHYc*B>C_= zY{8}Q1um9zCcs2E0pGzp`XC&F1^6>uR2h%~iRuw4il_>;8u7h*LYF5U^ZNW zLC_D|V<&6~1E5z_9yP`;;bq)XH`gW!oUT94Pc|XkHpYWPw@pZZ4gOsN4z#TY;s0#5c zoQz{}3~uIa@H%}DJK+b|B{2c_Kr1T3Kfy(P5eAuaIt%{6Z0ukzF3D9?S(S%M$QoqF zSd7Qo9FH-WP4Keh+-#G83Fu{C0uI+5RlJ;$YF?3ZN0{tbl;R{}<;)n2U@haI7LHQ_ zjRxDR4R{Jx;t5FAHL`!jaeKjS;Pj{Z@)K$7*kK})?K4`H->6p!LO zPU8o@<9H}g-yXxk`WOz>E4iJ0&tmv@tQbBfpXI^(^xgUl-@)^I7c=csyv0u>j_XzS z3wwZ5>`J|bKh-_#dS1_^-At@*5BWalBe&#FaOfs2`` z!T#1l6W-xg=6D-c*D=oj39mOzcqx9a-nPQc^tzg*Q*~#2Sryd3ISHs^MZIAtz61qfE7XBxh`=I966A!o zkVlXY+Dm_F3P*7-bcG7o2hw>2Fa{;xCc!*RCcoMVQVqCBIBGA{r+QS`>5tz@&F+Rq zl!ji-F4tWtRd}^I?UAEvp#?676)>0{QLOrv4Rw+0IgaZwJ63`3p%OfT-nbby%Q>SV z#owK0M}MO~c23fA{jcxq;7)q(8ydAWc*D0;kWpS%5t@C&8sn8pmb;M&1LmYtfgz|of_0XoMlh=voH%U@m}5^D8;YvF`I%O zF8E@Ee;+!RsjC`-gR!@2jw`6Pej6L(Yi^o4?YwFC=(BW!%BU{Vw>x@_f_1RC`9)>W z1$^SWj_*S);gRByrAvpO>whVGAjbV&y6b1cEaOdMJg557XHX2A(G024L|n(uU?Pry zzhN+}!#;Ecx4}c&2~}v+i{86iUd_W7sHTcRFh%hvC?hOdg;!ywuvHpORh#)&{7sm8 zy?zGQ=@Imh>x-wgqHW&gOqfQkD20|l9h^w>p*XgpIWQN3!ouf;wSK}av{EwVB0a!A zxsYnC3ki1@qdqzg({w&usq2A6; zw!|goxc|N-qm^q&{+L9{$lS;nG;vNqMNB{ilp#X_wZdKIzHX1I47Juhua42ym<(C* z#{Oe;jK0)fe5se|YW~-f`X@w1U(na}Bf2i*Qr~d1#n;NoM%k!>dCkO79VbGyC0hGl zQk4VQjV0;d6jo6xk7KEvFQ0sKypwE#J_Q5UCOBlVkDBFEB zLvQ7|`mU_eT{tIe>M_SHd;+`mTKfckR!`s?M^+3T-~+r#=YE!O@1$rA_z_;C=b`x*n zvv?L$bc+6O_B%HA?bQv`ar#Psq2v5J=v~aKI^tyA2_N{fq(ivmL%;Au0OQDyA*`of zp^`LI=fouRqOVjRP_WQ<31)bB2^bhorzHdXihIohV{00^=gXtD-)cXR(f;Zd} z^tFGCJ%x?!0?DN`K8RZWTM`V{rf<<3BVK zJ&cxbN;GfNL6}HmV3>52y)+QIi*8v8b#VnW=atY7+er=;mFnHV+eNFrPB-W*B}grN z1^*#k&>E4N;@^TM_!ZQ^IgrYq!694-WpN%XgvGD~K7$9;#u=kO&}r0^`WdUvxDon8 ze;RX0ud~Pb4_wbFybqh|>AW9j@&Rn858(r6GDkvQhuwjX%vLNetoyoD(>9#okC>p+ zTkd=w!GO z-F4QO9;&A*OJ(V#(_Kx|r|?I$NG(>Ytu?Jwe{84LN{^UGhj}86r!k~;RUB={+40nz zYU&BT0DABXTyz9Jyk-aDU229U0&Owc{}~qNyum_&OlOANk$F5okJQI;qV8=|oEY-^ z(z&O)2p3@vorNFmc~~Tz`USqi)oCV=~M3Sq#hQ22>bl!xQmRfL1!D5nUIc z?CfGS6C--1qY1van%bte@ao!dlJ7TKr!%RtRA`3aGIdbh)JHhoIy@G)n-o3F{)#_H zr?`l_`6^z;Nw%L|%_oG%I_vkMPUC5*<@G#KD&DL2e)bpMqNChOb{-$b;xCwR-wQ@K zhhMW-M>Qm~N~*k^pR4NiX1(~#Q_`6_8dtyXdzprs`f7%B0)_9}H?^N$;YN&?ygOTuPnZ;S zkgC%$@hn@QKJ1Ul7r$L^*QX`&KyBD(cIdqt12^IxMQ7KA?A?99Su(^^j#QYs7n!BOSt;@I-95HDs!xqKU z@H#YsWzY-W3%wV8Co;`Wv%~FnJ{Z}-JNVxagdtqTKgy1=W9=?})Bj6kH`nq1$VVgF zc(~maTE*|$wft?UwN2;Nk(IoX8%F;1HMh@w_3a9tldzm0``Sj@<(-zZhdpFd!$<8& zn--HEzRC;3Tm5TnCV!V}ckEuCVkg<@b`IZ&{?<2(XK_JW*rxKe=xx4Fxkczl-)!-R zDU1m}`Tosb!Qa@wmve_(`VVkN|9;-b=OcS~kEld1&c${J7s{DMPxZFY*3hZA+oDDu z(GkBldO7@;e&Rf*lHq>g5+;draw|6n_Y9OZeFI5c#x!sfIFZ{2LY%`qrUU-#w8fbj znh?4!9R0P^h+j41ZKCSbju3=ZTg;)}#WLZ&beQJou88(M^e|r^ zp>E@cPB~Rx9i^i*kw(+U_JH{l@2e8f8S2q*;cC&pi*=g05266kVv-7pW(dl) z2W5PPdz(U3iDPk^DM2MDUVLu?ZnVQxz^oEI@&=^B2I*Q=g^gdqRL*4vQ6(HgLj{TE zp_)YAeptMY(c`JK{@KnISI_|K3$Ac|QE{cPE0w|{svi$l6{$7P){mXsSXum6Me?3k zqzs!2TeBD4RbQ10yKoI!svC;(NT%1g9-UI7RRJD{z0^qesvTi!V@;fBE8(l=BYLDZ zaYd{s*W-u^m`qh&Zi4Wj`IHN84K5X#?RU2%LZLqEM__l#vG%iqF9LRUnR*pR3Cb*QE;3}%_%+V*Q zC!Ugs=P>2eF`P@6;k=j^!)7>Dg6OHNO>J4kBX-@HXwIDk#bT zG7~YvlQ7$hsN{N&QC!L-a~+e*zuCFx9Kp{e2XA9}a4?Am!C(X&3PZ&S4ud{40z3!& zF^q>)ah}s5Kc1jWpNUo0{GtEEJNlM>hPU_%@3i~$ZhaHe+!T8SKlZ1&+qI``F7REvE2Fo& zaE@pCy}gXR`j(7$Up$^<53h#L{}@djq_PCbAJIcspW!0Il+$7(sgB}!21HRv5}DV6zoTxEannC+^) z+t6*B=g-(ykvwk2$g1G%;3sNfFg2Jjk{r2PBu8wO;1|*FslJKbRpnqe>G}iQ`rOZ4 zgMn&1H!*kM7hFi!VG*CfUvM5xrS0_JF5f9}G3#IKsjuQcU6|mw9RFzDqiZ$>Ps*Y`WFke-# zV}%!aUtXN;uj*G-{>9$9(FeE|P9qPs@V{9t>||=;i5JJcV+HhF>WsD373!oLpkbz~ zx|Gy$Px_Ky$5wU#b+M1arMO(oa<@m!gqUhvH>w&}j9L|2iHDhc3C{wRxiXiEs>}mp zR+(7+tFs4}`wrj%Y^*2qUYx>Z>>2!q$$u1=@n247Zh>FZm$XFC1Z(Q1*bOu2ebG=4 z=`Xsg2jDjUJ*sApLRDS@n?h?thjs5L*EtmVn!fd|qUJiCbW}?n?QEp6!S?!V`YF&p zm`UrL+o6BxZ--cO*t7`Oai_%f=EUr&{DZGmsB`FC9*SKjeJ-LRYFvEFKrZ!3RBrV~ z?s3X-$4Yp(o_lg6EwWs-Dc~fXEcU*;L3MFAR4W}b*S(c=TAh+rS?&%Ct#Ch2ZX7c# zv@ZFa%2Yq8jVdMXL-$N%qlyo$SL;=0H+yKE^3XkQpsE*}oV#J{spy8Wx12%h{opXw zU*f6rw*wJy$0^rM3657YgE=Axa?enC+!^XhYymw;?J_My>+GWg^gdp5K2*c;8GY~k z=_|r})I6Lnow$eZOR5!YtiPhAa$kJT8fqNg6*W0qH+Qz0t!hM82M@*04@TTM!H^qp zM+LK-q3V&umFRoUV09__fipyX7&}4@l~=~fbfK>tm=TBa4+3lSGpw{#rm!{KtV)R1)pzu+5N@!2gewALVU!55z|HHg#5gBkyx}?#8jcNurb6n{UI(qENH*f^1(omuZH7 zg|pC^?VO4(6x@lU#03uH(VQwQ^|szCzWQBV-aU^U+z;HfdW>p_A3|Sfj|0R$>-OkQxylDDzBi@SF%sOn&U*QUDWM*L< zlb<&!4`*yuv)QI%Niz;FQ6F5Oi-s!N61EtwQ`&66GU};+8*BHl-X)G@pwrYDr9akd zXf?IgtEr!h+0Pba30KsY21X~q<2MQ&Xtba*fhqs5GftLhIi2$*T8CMEp^$8 zH-Lu(YK0Bt`j)~{I7VY3Oe3XQ9f~GDj)$2NaiWe3a|T|60dNDZLMuFsslqdx@hw;^ z?&=DJa3oZQ3gWU#LMdqB|0U4aBvK+}7X+!GxvBrq3*08|Sv)6LrhmgI=m4W3B5uA4 z&Z5uB+Yed?ubTCciw5B++yRC8gfNzeW#(&H?SXs_2J(5>iWlJ=%%*Q>AVr%=jQmXVlBOk zFVG6t>%6)CRUHhYHdfbGJ9Aza7X@HhIRs`c>U1CkY$MkLG2+FZRXjlul`;sa&SU(hWbvugzg3Z zT*;SV0e*oEXguzQakvXcYcu>h?YFz(P1*(xXbPracRB{gU^D-T+>{DwYUs_fkD)t#@P_KP!~eD2h!jsyaADr6LP_P*acO2B4op} z`kOtl8^+)exemwh9z?iJs2J99JJV|3!k^J8{+>3`X8M(u>$_KQ-jlh3_7ZIqc#V|f zS@cxfC#-*?@=EZzi6caOB7+Eq=k@D$$442Ry=}xa<1}$uuu1qBKW^UM2KNRrJGYNG#r zhnt#Z)ErmRZ?>%3F^m(`4XaAH5096r0aSq$$$~(i^F>?(t?>=nZtGDIKCIR`3cYDP zPNV0T&tzv8b8-%f#stibEjSM*yLDxzTZj_rnqQ4VUUjNY6C}zzW|JjZYErV~^pd3( zowKLx8C%%9toI!j_(tl}O*>l}Py?Eo+20PWlGS3JRLSOSk+!r=UU9zhZb*!u#bh&E z{RlVJPqq8(cy2?*XjpJDE%wpP9@W;gHIBPKCe6R;uMCxQUvq23?xBx!?lb$$RXSiU zQ@g-WcfI+I)|pO$)3n|syIlfZGG}oSquf)pBkRhn$EbQ>SAm70zNV<#+)b2&PI+6< zJ~ej(k7-}v5j~;@blN>*rbl&)>SH!hl1cMho7ME5K6}0IxVIw9hyHPv(o&7qhNiJu zPEE}-=SgIEe9@NsD@oj~QN!#68HvMjm^R?y+Ka<KjV;Oy` zc`%x);bvSw(eee|aejsU_6mH%OZYsdt1mx=v@eCW0DJ+l-W@*?Y)9|CW?V{sHdqrT2Vx=gj?H1)(D*i&(q z&QOAr!}-8HL@8!)aDZv<#e1i?mah90Pp0sAgx}H}vzE)_PA7raOBtRD5M9|U<-KT} zCT=piOm-OlqxbHCb4*p~s-AK}Nbb8@&jppunl4?j32|@xChBCMU7Qtdz0SRiryQr;(AZh08L_&48jkbv6jZ~tSU|n0GH$^w&<1khReTp(LTYHM9px-G zyLe|r6=x3jGHG}edz#sN0K*mIJ@XZR!HvycY+{;e-`M2yO%^n9=A2F9!ls}J$4778 zj3vx_JP$9+Je-HsxF#>wagkjJ<*^qTUH8izfn#AT4911n35Yg9B}I9dM3HXW$a*~8 zR&gu37u7~3c!$gu-&U71l!U!9t=;p#HZS7rF_);1R?;3Aa_i}ezT$m2g;R9B2XRuc zjY-K|`5~O9<6)f1J@j4D@K?WyIfyfOCLcl9JBo8T%4-=j-n92F;R7C{Ta4| z?G#wWhjA+BcIufLW+0!p#my$nW4^=nYSTfy9d{@u@?<`UM{vGI)IR){k7D>eYdI(I z44%gGxK%U6dAxuZGjRd8^LG9TI|hHk&e5N67+dj03-^U=ocA%FGW9ej9^2w>JM)y6 z+YY8P9f0$0Cv%9`=nf5&tLCutRJzk9d5>Pvr{=K(lza83ir7!bk7&P~cYecRW;37D zyyzlhU-}t}`TOi8zY{f~#?TkO$EI{iirMot*ty|%kkPgfy{u>yS495xt~+Z(XPqm~ zKIf*c_!OSNv1Yva505jQooUWGK8;IwA#cO9&~9ACjim=3p${=%V3&R1G{v=cfIY`0 z%@V$6I#MYtt4j%$4DNBFOV!Fo!)YX-j_IjEPv1mz7Kby zwqgd2bx1yyfhOSJFsr$`-G^WB3QEIk5Jq(w318!B{t>d^b7%rbed}$c6MjxNySt8B zn(kuVH~C3Ys&P!%`>< zufk+#4gs$c{mh57-VL-xc#o6|e1orWEZfk0t`K?|Z@b&&4jiOS{Izn&56qu%fbPHz zSS2Sp9d{`6J3@PDfVl!!ppBe`KQI=j;-CBwGVoI{I1&Jd!+3~NZul*PQ31#bOT5Mfr?F`MJGX?RyTI6I@&4yEblc zrl{o~NtF4>*2dpB>HGui z;Wfi&{4Y1bB{p2Yn_~+_OZ>pBrB?W1FwLH(zSsxDnW`Tqgceav^Lymq&Jy}E=7Cc_ zZV5Fo4a@`QtKpAf7beW1Af6DC>?h5J-CSX;VkK!>v$g?!QXUGo?;Yv7_J$S__is^QCNtIQv;rF z2XIm4&_$FrH>IN3kxFAD%-~916YUpK2G_%SSi>x)Wy-voVpHtMt+*a1QaR0Pg*gvr zXCJM306(j@UV$I6fH{K8Xc^YC``{$+hOu~=X7NY1yH?K)P!)$!ORB4VIgG(Ex+6ni z6pn&{_>fA|OLRvg`Uhn+oAnLb$r?T<&*6dil27?~sx)_MIj!l2DMSCz>ozz4$my`0 z8`@2H27WdtV2@_#ORx>k!z?38y*V(!Y9gO zZmAayp*L^|jO3T>bew^Q;Si_FG&};cu`*ZT9yCXSJg}bnuEThZ%UVE?@L_>f0RdYZO_yiunKzL89#p{|` zOKTlXqi(PryQrdd@PI0;vU=?Yh*niJ28OA&8K?-yQ5a)X>FuJgATQ>}FE#5egnIZl zeiW)ngL%6D8up~)(usVsMKcCTEe!x%E zOP|71_y-^2UHx>Q|I*(QS`6Ue$VjXrrMN7|YR1Zv$zn@#N%dh%LCNYrhjdkuea$Cs z2HuqLU7o{Zc!G!dwq~|uRnYAuk5u7QwZL&GB7>dZZt|Z3_*6YCjA!`7Jhl3X zp2}1E*#FlL7{(Vc|3z+V&?mtFS*&XFt4b?x3fSzD-G2m~{l#(x|I$o)Q!!aC{ns0J zgN4W(e3X6CZc4HrNvtc8v6y`n9Y z#?G)%_5QDrpRT~4T78CQ;t|}%YZUH>!faZA*HzsVk%L$Xr_+2GPfK7v{LO9fJ>|FU zb#-x?)f{>U-@LN0F;BAHZ>tN1r+#VlWvJa1tada_aawe36M&dc72e zcs9I=vtSnVqeApAJ)?nY>kVcLrYeuVLK(&j2de)3Y8LSr{zHuN8XtYkZT5=CM)!5F z{Zl>a8hqncG(&Kg=Jc?}*{*G;qMmZ;tuREj_)U%WRk$3p;RGmUMk>p2)LSMfv&n^Z zXevyF4=KEo8n_sQ7HAEd1s7S?xvz$1D{=L3(-6ME5{$e`!i^U>+<6*t{nb+5Wdv)yw4j4121 z_Yygg(}E57vbV@K4vh$%v^D(jN#|`Fhq`$O1J7+US|SFtN2N(5gHe&meTTDq7*?yAr>+CdfF5oQ-9n|)L( zaKK#_ahG1;vbj(9=^ibKu9LmEeLY4jM^+9VjLFVFxqrzZuQlaRrT#HK)@Uxq-zx*X zty!Ui^ybB$iP&U^$TT@;XGx@2jgI-%ZB{BKS*fHHqs7od`NA96Tlt|VH%QSqod~t? zbsDSu`W0S)Bk4C7#XIOKKG2$Qozgi2R&hTYp-kpAnr??jze4NWqO{CSq$V=RHjx@K z%57&`+1%9LEg;bpP0jqgl22!)ZMfBNW2vgmM%lDtWu>fC%@$LoonM(s4XG^!sUY>S zLv1m=YjJ8NrKk*bkq#pjS_bdRAZqB8j~+;) z=`8fpIB<3K8)QA))>x@bQ&n%2SB`KA*3fSH(%gkv&S{!!?rF}tj(6b~TJ1N~Y@4XO zJXzJ_J}8ERuqC`e8@Ll0@jx^{}9pMxfVQy<5lBKG?#I?xq??P**TAo zBFVZLOVrUB;0%!KbjWm+ z!T2c}I}RiMtGFJU#&Vx$YCZUjhEjjZhyA>wu7i;jsr=|~^9<4n5= zs;b93aEZ?GL!;H609O|A@*fCJaMOaHyFUkGq7McG(H%@ ztD?=&87nt<4hQ5a?w54sNq7uP zcJxTEYw!c-sMz39nc+PTG|zrtj(hJr1L-}dn)_E|5iZPeUb|pCSM*{z$Z^3L5f}ZS z=D%_#-oNVYmcQ&%w=Dhb7p0a`l!{UV$wPT)xcjEODIINI%B!DpWFjjSmrwizO31u6 z)O*8tabG7q3J$X-WJ6O6_Afc4;I*6!yjE|OEPXIoy7YniNx3>W_w4)T4ZmpcqBNll z+kkf2stKY&iuY4Xl2W(tt(g2%AP+M{`+i-qLdZG zsLMI^_X(M8OyB~vRei8gIZ#-?gq6&BWhl3l%iM#%6er|wO{k1{XySU2#EYRB$aR$h}X%2U-D_D?kkEXO;Kz~ z#V~wgGme{55ximUOFg{L&9EW9jkPkdJviB^q&zK&k|>MqMb&g3=4}^b0{z8}R53Tk zV*!wm`@VTej?rnwFZ8}@jBQ%I|D{iH0yg3mI2Y$*Ri1~7uny10+4zOq8GoTP+Cpon zx|v6fah+D&_J*XXD(Q4?fDP~+)zYQCmYfF%nn+c!0bD|Zaj%&e=x=J7(FOYY6-))w z->>Y~k1XYX9G}I+nIitrvFS1=qIK+Bv46+pjcDsN^lpZ#dZ$9Kc!^$A-V`a|H7M{n z`i6Tb#~t^+yE}TYWVkoAA`g)#xs&9EJ2o^yqPfTf9N@Vj{nd+{d5{oC@&;zL=8zNy1AaVBbhvj=TI zKkVgqLmS+kxHEhnjRnoSlpgbmm+bYTb5hkwbbgY1fnv_9u{E5!&SmLKeQBQ*cgjYr zlxEb7QUjYMmlLkBxtwr26UgNZ@p3s^rEOG0x@${#wW$WZMFj&rr6PTA9)(hV^b#W7sS1o5g{&w8dBZr}=7QKR~-l*8_n+xDe$ssUpIZ`qodLceoa zcbwMZi_`r~cSaGtWaBsw{6P4wNA{(EX9x zVm4`wxg@*1hns0DO*ZXuuzAyMk9j4`rn5SoHFF)IV_s*BQMOZ8j_NMvBq0Q(gGfgtf4T}0M5HJ!^xjM8T|hue z=mH`Lg7l8`(4Wr56R^yAS<-=QlHNHj~|*a?d?yr{EMUYIlM2FcJp9aQqs} z8Haa58t#Oh@C#R?nslBgV>(X70@9wN5){Ktc@3U})!3H%@I*e0*Wm=-gFUoT-G^m5 zi=MzO%%mgq5U%1GIzzvxEA$MW!4=BnXYd>z3C__Cd<+jE3;&SbO8qU)#ERUB4nq)S z`4s$%(wt%vIhLQRDe6mKcXiL+VSX@$X|?^_|Cw9c4W)SHr#O|{xD=*b3Mf)!NUTCTpwplk*6thTP$M{9M05AlEjk zj9tovQ8a~79yQpmrQV@#CZ2K&s;P7SWR*b4s*H-Ix+VvGW;T1f+c_yGl~d(aJk7Ve z^UqkpU5lmNb+`eG`?vB|zJx)va0WRCeGl~C{F49XH(Y~@;P>zp8(|CVjQME`^uq4g z6?+KYmEJsf!e6k5XJbb?2FGA7o`Q>TN%rhK^i(D7U$C&Mhu^BTaGxe&9oh|7IZGXb z(=v7r9+LVvoPptV8kWhfm8A+)gbK=ieK-dH!OoDMeuG&w80xcjf46(kH8tGt^R}aQ zR4jb5bH|fPsWj4AqZ*KktW9fF9xJbvN_$kaQ;ptpKBXJJMQV|n?^&vrNO@zHs-@}> z-GfT_BeX%AlW8Y>LgTO=?T5y65PpGiI=II(aV8XoLQnwHp{Zaeyn&LkS&`%Aq>ZF;)_TY%a~gm<;D3|>8KBfh zxCoZOV)zkW;09`eWmJ1?k4e-Ex4>%*(PdNxS^IZ&b}G!pxgz`cZ+eB>p*ZA+2rz>F zltz8%D!;?2zQcNtZi~k#!LE%*ty*~8N^*MPSl9?rxEU6~6}aziqvkkBx7Q8PQCii< zZaNh&n@0E(y|(J%Qd&y0p$-;;I4A~dbtApVq~Ln0VRyiq>a6zg25blc90VaePv)0Q zxiB~8#Ta?FKG2PT=3u;<0kfeG&4+Qc5c;Y`@B@_LgD})R2J>+Up>+*z3+})IK92k3 z$=Bg$%EE(m2IufiID$7|Fwdq9_!AzNbMgJ#dMX}(aky7@X(w!fPjQ;8b|qScF7=gb zXQ`jWb3+x6$rOi^U=mcJS-6PD%Daw{+0RCoKjAcJMjQD6O@dnzgZZ&8E|JxLDJN{B ztWi(7`(E&I3jGQ{Nc^qDOvr@EG!qx#bF&*S!ya5rzp6~k5>}X{_G49j8Ge_m*I_^Y z4n5RWX>YXaL6P*obC zR_Ht!yz)6ESd+LEe$Vabn2HIk;F5Sq{jJ;4b@e{i)1ep;gkf9f58=;CG?6A#I%UBH z$fiH$5VZmt^Kw`LnaEaM zR~h*xftP-Q&piYKot(fhC}NXp>J*j}+zLuT0qEe2&7R>)35#_ms32zhX8SUH zM|>rmi7JOP-xnoioXRGD{r?dYRLQV!)I?Q2Y=TPjHSl#)U*}#ExM+XmYp+h&?NmFd zqn#)x!WpZA$QQQA7w0VZHOetX82WGD4z*M5P#LPCzk}1!Y3Zz0x5F-|_09!#L2Y#| zs~~nd%bcP9)9SS9p-N!?zGYpzI^dn$}kl75B)lB-rgL$s(n7NTvi9Y*7Rm?Ami5X{D7kd9x;`7O>D z-QFRgPNiI;tZNItgK5ytdWWiTX&R;a^C&KcH&i(+j{{`X9aRRqP$_Ij zC9xEi#Qmx$7Q>?0l#0oD&MwhlFiD@LU+@4fqdz2q_DZf$JOp1;C@K9)-FG&JZ*Y#N zvQCAtX;CB85Y7T5~gAdE+0kl{xNS9iyzxD1v-Ow1DE+T^Om4jPFB3VG#6(I10yQSP1eju3g4E7|dE9V-ws2n*r@UxD}T1RymQ|CAZZSe%=eK zRCaDnCnZx3pfi%$m*ZK;zyjEt3sZIef(FoQ)0lEt=}xkhscKo5RaZLc+zD4M=w05b z+U8>3(%y1TBv&vy!U~yaj^M%08mD4tB_3g>hEFo*b2@GVUS&3$9VWxHFe}!hB+A@T zh-ytiY*Js+Fh95ltVQH-XO+&)?Vo75wbt5g4Gr00RdoY;UsQsQ(+PT^XuDCg%sYyP z(zw778fv}rTRJ?j+UZD{DpRd<(*2#OGxeY`fdcAtI|mh3jogmjvZj#Q8oD_w#hd0Y zWuoP3ew9ZhyWuKKCE2ySUW!p(@{&sl#zVPGl*(iLRKQeotGSiJ92IT@J+d-9D?^^) zGt9Jpvs&rD_+HE|PfxeF9_0>?@8dRghehPjow6mm)#I{TX_BiN zr(4K_aD?SE!_{jY%1hM1 zco9Ab8^ycvYi^@Ix7KkMhIrcPmj0vIUiXA($l}6wbyY|8#(UI3J)$0J0E|F$zaajl zwNX6I8l${sj2ezb%`R)Pnt-uf&LnUGueTC;0jAo^C0DM&NbeRL$V2!$(HR4DCT8L) zUcv43PJNCa;zK;C7h7xf75umN5U>2#)^HZ6dNj}Tz3LZnHKe*fBdn&$MkQ2sDxxB& zj{TY4%8ihI0u8ah_73+}GLaO-tC(`C9Q1?~Xe-(>Osd;hSHU>iM)r+d@Ahq0xe!85qF9?yT9 z!g?oX!a+zkd-MWvA~Ss%T+ca$ZS_|&M!DzIR6OsF!5*p$UZm4>kWL9MQhn7IAJ9{} zu8--<;@Gz9PFT(AjSs1md%|geq3UPysm7R3-8UtzE7T3IP*1!?H>jEFhfgT@-*6W6u;HMv@>Jv{Nh`R3X1)Q!m5&qky8^TC5Ez5ZPUao@!Zyr zMV~*z%WhZMp92_e_2Dku)~;j!fPFl5JuAHF5;-Nz7#yufh5qhNaXY$0Lt2I;>K+kE zy1TUTx^c+tYy%=1hs4Y8dikEHKmFJIHFKU+E&a`7n>p>G%R9HC(p91}>8)PM<4jRW z&Y7r5>TFa&r<)?u}st6@u`Q~WEOGwQ5b<*aqqIp@`RHNhXOqjO$W`G_&heve^Q-P!FrK%Qk_sKes8!No}qTBWdA^Chv=;B zf>&XqVt1)B{u=%rvBkqX`;Vz(>X1rzQvEZWLu$HnTy^lza)v48{1s^KyJbJLd-$6B z`m63z`l}v3f8l|m^j_Fqeb4QlzI%bez9GIL3LJ12#)mo?zNxC9(>Uxs=c4#L?Qg42 zNyHb&O5#^GOC!WK%^`*W8E-qk~a3?J%8P-w>rg z*>?3R++*7CXWoOj+y5J0!9Bc@$LsZc9;fQko)vnf?(Mn35AcDo$iG~2h1WZ$b%y7W zeyKgKQb^hCT&jdgR8dZ2Pn0uCjZx!Ob&7JTP!P#9L=;M}-evlzd-g5+eOhNqQ%ONF znq=OkQ6@h%Hs5=TswBTLe^@W@7C*r=d_x?_Iqd5lYacQ*%v|hlveXCSr{`i-VbvdT z3D)u!l?>6tT@xBb1=SRPeY>#g=ay2Pxt12yWbc*CKamegT-MX++(9qpb=E7%^nY^@ z&+$3l7cRWOcX6#1oa4VZ&v)Eaj1r&oIme2lsYr{(oz$W3oChbU%2bJBv9xHYLR6W*5C`gT_Y}=p_QU#g4y`OO^A{oDfh)a1jy z{GFPoJ`^=nOI&K)Tf8ssFeldM3Kaj=$pq1Y6NLxbtL)fG`!R_vVS|-$#eaET6-ON;6>2||I`VL*tmvmWQny^hb?26sQqjkX6cv${_ zE1flmr~?L3L#@+6POGO1xoJ26`{83z5UDCvm@Q3u{jmRkct#iPC*lcr&=s?XQn3}b z70lJ`@s!-FE7n$*sjIXn=`eM~EcrdaQ_#9dow18ty+mE4e6D)nEIW9&ZmK`NpjY&Q z`s1JWARHvUwEv!zhI{ld`#9CIx6lNqDQ*`9x|ueUt&(k<(#$>4cK4tz~b~tq%U_ zoMgpVugpl-YfW{(ag7C5e_rJ~Yz~-cccD@4sL<*>+0^7({B>vwH|J*Dg5Pu7aXaqJ z7tL1R6T^|CT#x0khVyXAIz!nLIf|FWkK_e0Bl#P54F8Lf9N{0$A=X!XH9pNhli#z7 zSmYlp`6`V&xc&H!NeT4jAa0n%n0jtwZp<4assuiXsp78ib>bkp^QMTda2clJY>6j6=eq(2x4V6Vd7Q@G^9TPJ$EkNOJu8w_lw`VPn_?Uy8G625DGB z$}>t4PgzTFQ(~a5yuo@HhRr1!Tf?u=4o*OO0BR-fuqib854*(^v=X1t{VlG&t$VJku&DFV3bRRuhf&v8=)p z_zCKWTdFDOjMc@Fekt!g1zyPgQv^@pQyEnkG=2$RKm%xkpTkmV>kEcq2S}q4qEv?q zr`&{zvijqp3Wai;!x2d3?c#_oL0h$yHaM>_&ea%Xsd$=W)!_u3X-CsD zdI)#u6~2KtDqNI!G22fT7UhaufZ{}@5Jqwcu7sx4O|OG6YR$`FJGI0$5JWN?)lyb* zhqYd2QJ40^BuvLrd=7#*59>t3t(7ue+~r5w-|5gXvd$55K~9xjP-i8BkXFMYnI_MRumz ziOo69jK=<|g!)y~?@=l#<%Vgf6P$Qw7EPn$RvoN|pJ4+5tGVVVu?8 z(?!^;JyuZdunm?{ZSk7ZQJC@`-KVdyX7$GobwI1-*?k|Ow-g*PhI*<(8y^>Pkr;% ze974pq*NonUSpJY^q0H>gC&SBc^d|^X>C2gd5Qnx1qXBKKX0MQ5DA+;(D(H#e9nd4 z0QK@$u>+K-5>;#Od#1iy$&8+d9LWi&ndFR88fh{FGO4&D-7NrJAay%KNt8$<8L)v!z$L|KJPj zmUY;ZClW-y;D|}yg z(!0;|ZgE!S^%v_INnj4cqr}RI&Mv@C1(|q)(G;ft@*6is7m3cVj|Ad%lHOwVj2LDW^jxOJ_7!py z(z4&xXFWggRq*TEu#&g)6UY+9@rYl``#e?oO$_!?!7txMuo=CF@8N8&fE6%}Dod$= z(;yb+2O^YK$!a@5^_mqC>8Qj<;~VBw2rq!%$tzIp29i2A)TU%c~YZ#TS=ZRT*Y(2znrssx_Vl8 zif2E{C-?|Yw0_~Wyw%^tTFJ%3(s+>DE6~R6&mRUp2psTLanBeG%**9+z&wt4L^t&V zN{imPQnYvK2+s}SX59pdi-BtUh|1|->^t_VRAXI0{_t8^i)4i@S0e!-&Bo^ zGOZ%ZJ5`+`CMSOwU(@8uS&1w2*3d@c@^(j6;BuT8<_!rxkC+Wf3_YZWbVWa+V0%YD z(a-ch^k?9OXrl-A8x0I$5Ce{8&CfjF2CmZqeNa~mWKotl&Qml`AEl$z%$}?>XfGY2 zsrm@b*6r=dn8y0{R^W@(a^iU4y-tfv54d=+CE;ZJ)tiJjan-mmZq}SWsYD zg>V6P6xGm;7IH}p;;br-r3B@%nf1aggJrNQePV^$tDO&c9#-LnxDabdeMc>jb}`;m z<4o|{LiD-oWKGs#SN<7)#!cpyE^nTy3OI-kv+$5vNzrN>HNmHDDrQiAWm)as=Aa;A ztqypG#@mbSG;1i1vF2E#@n3}US6Ex(xE}YzWEzM2U_Zoib2=iLXbSaF*Wnaeq!SB}Du_W~pHxg;*6V=>^)~UkMrcfd-brYPg z(3PA#5-Z86pN#wMEWCv0)Y`D`v8U;2^4JTouQ{(~;!OO)DQX?T);d+s;&Rq}@wmrv z1|P=hybt%`G@j3k_$Z#lU^#_Lcqzy0rC5jmP_=liNz@xLh_N9>bZ>EQyKom)*Z18l z{Du4b_Ufbh->+YfaE|W=-{z+n#2M?l4!Xe?_>k}DKlz%zpdaBiek9}e>UH`$?&Nv; zAb+Rx`VR9l>n#5vPVu1i1dm#G`LT?;D43wz>o4>H40j58uF3Oyc&bFSh*%Z3G22IO zhaxAl71XKj>vtRES{1rB^mM*_#!E>iR{7|bXQ=)^00030|4f+&bXCRH$7h$B)9y`$ zgc52(2uUbXLPtPB6a);S^xmWwK|q0k0i?G`?=@6GI)Zcrq>Cs@QG6gxAT*Ks?GxWy z>&tJ=oOW~0+?iee``jwlcd*SJtS>-@{*N;txDj&e;_d;n20(uWLEWA?Cll&y%AJfkER1~0KTA^ zZaw`4)zfF~0}vZ>5dJ@7DbtOSk;Pau=@`tQDC=X|4m)5g6wy0^8FUJK7E*PqqP5;F zU{%(;pqQ>ivmt@vX(|+^0#w9|1eexWg=ijZa>kqGus`+~ALGp-zw=&aamcT{z*)?L zBU(n3bc#8N&c5Kj;Ktw-UJ;xZhO9cxDIjRTSQ3Jx8b8~Lb zd+av+W%#rFzuQ099k>G*4tBG~f>s|YORZENsY~jns;?@*ebo|Msoc;}t%r8B4Kma& z=!)~yLbXV!2}!gJTfrFW3)_`8hg2@QLWk8fII51S4ESDMR==s5I-P!3M`58}WZj0x z>an_tPt;+&sWR!7(#XJ22w#Ft1TWQ7{GCpK1C!NBsG**!s_HFOTkTcVR5`1;u8%Fb z2$nZ5V4iaUKCo)Z-44TlICE7k6X2j^}yK$9kyl0LQTs=dt?0RU8h+T!XE8wzXN`fRp;AHfS(R zNHInEJNF|Q#U*&I3v)>>$Bj$@EP!=59($R6Zc%)X)6H1Zf+IPf$-!maDE6?Bi8TQX z;8dKTj?*%C0`2!UU>m*4-QYIU(078Ky;g! z<+_BMpU9gZJQ%elIF;j*28G7gUZ4ELz8C()J{x|`zGm;ub3WFx1G#b(Wa-&vJ0|#@ z{!SlqAM(#^M-~Xl9kMMVC1hyGROblij%*cDIdZPkCGR>YW`6a0!baU0S_{*hA4~^r z@p98pzofO;%E>UPupF!EMYsYR!=jMJ&_rk|w9xOv`>+%fWIm?QD0)q|qfxj7PO1}X zr&XSg;}kVnwR1{37x0m>u#ET2o+lBtB;a^8tWmDE zcFEpgDzD4y&&a2e{uX?a^mf=JY=#G3SK16;*fBare?*ZbRe+a-J4X?Co;3YNnPs7LjvCM||_jz5Dl;d?GYGvE-<6#v}L53Eu& zQ;uf9L20GPKRU`8@DHy9N3Vs3_6$>l=ED*=&$b+|g$(Ful4MP$LlZODT;x3V4447M zX%2j3%1S({ByF9uSf2ct8`3?8^){1ADq4h?fB6#i(;0=)QIm}F+MUr zvUuclr+s|s$XQN_;6}HJo)6F2|^w9nEX*ewre80qSKUUYb7SUn%dpH4I^$D0ub0zw8a_%@kakyQHstZ^7 z9XjqTg?H#3ndjy3jWZACLtfg*Q(%h3>hZEx?>n(nn5IB3IanD~CE6Bg;%qF@#BpQ#7Rj$N)n`x${=`cV#IMvYT&t343@@Pv>Y#Y(6LpRrsx$ON zJ%gwCQXv2u$Vu_+K_HtvmwZpA~2bI%;Mmt(3f&R^?#d2Xb25pJ~n{V|HlHHD`y%&cU(*<&<)E%7c2?QF&RFl z&$%xvJjLmJMZK+egLZr3DYZ^_!lIN+$JKl|t$c<_w9coRD^JY|ea-5{U3g?@Rji5+ z?26c%7uZ!yS?*@1@O!2RCSym_$rQ#~9E-6y-j2mW?lbUtO#g15LnrL3GE@`wwYmW{ z)nj-KQ&kqshJn-u2dPg$!3Z^8t%ONxlKKe~;T)WWxvDZ$hZ~fs{zpTo3(HgmTCV2v za9Nq*lC_4waMcGtQ_s{eKo}|a`CO$74vbVjqtr-!4i@q+l40(uOK?}6z$lJ_mRt(k zaHdrXbAeACstX^>Gv0-^5G&d00n~>NVH-x9tyT)A@jAUu)Jaj8!||}38{-F<1j)h< zUP`-Z1lE9btS;ky8>V8M?qMcl9r%SFvOn|9a5N=A0u+;ceVhlH`g%X^mHd~?C$STx z@M-)Ad@Aq|yBeRxu279*tp#qHa}vtoMU|#)6)jxgBvn{_Am43y*fD)8d0EJBJSOrg zuNGzUJEui1lH)zjpvasNo8g4H=2WJx<~F}Ui{Owm7v>1Fo!JtZ3R6DumNgtFiYHa# zO-}DyZfvH*LbxS9Kh~3&L$AS?Gyun7Ey$%O;ae~fW3=Bc(|u|rxoCm0IEvdtdzsfO z!p9Kn4uHFO4-;sXDyNdwI+do9gf~?qS?wjNv6`Xks*+Gw`f@UJL`R_<)PlOy2l~S| zYNz<+OFW>;Q#I<3OT`lBiME^xWvC$ks8+!_bxvhM9zLxm;Cb~8yi$)WMM`W(oC^qi zH51375DNLl4(o9wj4|(0Uho-D!<|Xuk1OoH(C@!olQDO;p5Y*Cn5c;~Q1q{trm-@L zLPrjk9Fny+K$^W-vf3v2h`P}h=q_yw?BnUs zJ@g(9geN*3GOTn_YknKgo!YDx|41*V?3W_tsio!+w;?L9^J;?+*FT z9V65U%;B|GF7oqTXEPVh@GPipQcSWL2T?Q*wp!!Bk89H<8cz@=ORV;1CXW2=G|7Yh zD2{R+Q&dLu82`pz+|_-I{&yS*_plXT!`H3We9RsM7Nx;(iJ)I(kHHnCF%ohbmvWfT zm7`5xnS?*%^9FEE!WOoixOQ;ZU*ky#QbMycl0&|FmAsp52q2$h-4=OhGND(FO+ zD3jOZH=z{vUm_{a)OB)G6xB8HG(J#}YM3|7n{vm(*^y&G#20}?N~HIV-w%#?-xSIn zM^8dalTQcpFD0o2m83m^w&r$$;0zLW`P}&+ z`(BAuM5t``>lWkt*!p}FK33b9f7P_kHCNV z+`1o3v^}YF4(MBOiaG~x!4aJW`>ns=Jl%#vdcAcEwphpYT{y1q!7n-{tf;HeC&mqM zj45a;2cj9VK*(?UCO!8a(seqo|B$NihV=^CMBjls^4+Idzr#rD08MqW;6D68SuzjT z;Hu2iZ?Zolm<4CW&X?;$bc$}lEtqIslk3xECg)1K4(|n;1cpUKQ^^QpUZQWWucUvb z7nv@)rT!j{K{};NoqpE7ZgxOFiEpp#vD8pc6U})DCP{w;4*!>%_Eb6kOZw~fdiN1G z#CoACgZuOeG~UOyC+k})xCC!lnHZ~QgmgzMu*fNG-SrZ!iOyuHpN{g5uyM{6Z$Edy zUEBhFn&Af4A&b4gO+$4G0&H_UYW?HR6Yo#rms9pADpiq7j4(h=KXC!FbYz%*wE zORV%3a6P>7V8MO_Jch5WGx|Q%_j*~I=~viDihMnJ7)H3e;fZNS-09jCO}TS#gA+y11EYenq@AA(@ATG z+M$NR0hJEDXb~UPNe~a!ag45nl`tP9U^E7}1+;*5Dpe}q&gzIW%AC>7__;o=&q`(8 z&`Q+vV4mc-rB*-p6X?kIaFafQ2eBRO$2PDVcblj5k{Ux({zP)^L%fTL+yUANhcJPc z>ekj}%D}03Pd=0E-NG-ZV2EoClZvk?z9G+lk85){kJGcH7GDWVrIK!DCcsoagRS8+ zQwmyRisZjLx|n`$n!#$(c{QLK48UqoMdqm~my!ATP*qYvTPvO&9^#*B*>Yfs)*VJIpA|%?}j;sf#F{tgpYc2{7u8AF(*QOI@kyN(FVGXU)w_%fYO4jZ& zO$%O;*t{|LP``k`B|c~_WO9pd+jzwL2cE!XiT;0y)_y8ipTLjKKl-IqQn|RTU5cZz zBu7b4t60ED)k=*~qou}~uWG8fQb7z?5g4ue zQzNOjrmN}dOO+&Zc|~&56IiL5P(AU*nd*>u+F_ikF5q;v4^CqYWYK)phWg=n_n1_F z-|!=Knr=$&KLBNUJzT_{@EUwg7h#dQ28+dN%Z6UV|KM?qP_L{0Y8}3W%DNNH=Gu-0 z<@6r7q&CCP%4a)VP(ItB1^uKt(ic+sUQ`!V9&sD_q+%SziB6cx$*{{yg2uR-i_6IOCJv6WA_95G%Blq-&>6ymgRLP4 zJ3PbQ&wVfjZgMZ2Oe?q#b)o!F7&=iQiHiB4FXx6lP*x&*JeHv_7-aRc^I#By=6Bjj zCt(S0ftu7F7xI2}lJ=tvI<&{ z%mowS{^iUK6sA}j6G#_jn&7z3!{{vg8J_X(;IDe6H`~61m++#n+pVdq1XJ}&T$RoH zdKIpgZJ7Nv)(%?}tZMJZ=WbOyE$j>~)!pq$dUkL-ZpV`LPTYz8^*1;`@046#%ifFW zI$iI@O7^7SF8mgE3Ev3*=f1(>_IB(Q?4Ud84cJcFdR&W*^iyjkuEbl`ZL5K9tk>Wg zIX@t{9$U!%T48W-D;{$<;=gp#Td|)Wu6N^};OBZD?!%M8@3665*gJwpaH`JGe+Osi z!&u6D-P^3kd3$p_*Tz_s6dIsY&UCd(<);OdrLJ%mTAaYesVe8k{IUv_s1bM9iTFAt zVNV?ex7{*W7F$qFjD_)B3qPP3h>^TD)v3(U;W_jCnDY}oP-nSW?jYSU>`KnJbG<2k z(T^+QK+X?Uafw-CMMJW9eiTG!(@*Du4zlXGp&r#2@<4q$W&3>>&L=ieQF4;cb^G7^ z6eIi1s1o{5^`Bi)v`a&%rrP0KD#NbDwfIvz)=D=I0{zY9fDS81Go0d-Gpb{eDo#*h zZcaya&CW;I6MNw$KEv0& z?c5S`TdlAamI-@XqH$lhUsxX7=77l^M)=Bm1rH^P{{wzh|HF9>{~!Mi+5g^>J%gw4 zfG%5q!{72rc5|BYZeFaxjYM6IGa1JJwWtG^#?pwc&QYOC(Ct^dXF`lyF-Pb84Ra*9 zp}AXNh}FsK6TD}CDjBdU4rc$I-AnhXTNK~Tj`#WS4KB@L7%SQ`(Y)zaupRWN$m85{ zoEIB#5o~A*U>v^1vC`sXucYZJdM+R5=e!)jyMw<%_ zRQT;oCod(~h`QOEpd0-Iud7EY2qma7ZPX1gQ{v!W?ucDPt98W%Gz8y(H(?CchFUV# z<=6z)VxN(A+s> z-qA^RYxq`FV*Id!Kqg!bxxjDG7_$r> zaV9J>_ag>7-JFdPEu5y#?3U?8_OvV%^Ib$nkz)}@YjkotROsaR9EoV}9EzwH7wI%9 z9^u4A#6?6nDS6k^MSWI_N_JwPA$8|>X@p*5RiQW>W}Su`D%Cm+SJV}?6Mj|2_>3w` zTR9yT@jKik?C-$M;48Zte#)CnWn5>5m}aK5*mEwN7!knQZnRw>B!Z*4fQd8lrmbkC zGA33OP(_Zx7(DBi$MbeiUS`T;IpN2c`h`C?qa!CpPK~TBTI4+ZM_rLx`5%bXi9AeK z!11~O6ok%H3*W-t&RjbfdVxMQb8rQ+eNHsiC-$FCSLg;!yb*Ry(MNl9ZzyLCfa|(D z4}>mUUHdlnxv2}&aR!#svvCmS&NEw|3%eP1DQa;{e{Xh7Z?9T`$&z1Q*^{xL-fGRn z3HYwJfri`1bSxBt{1R=4=oHFJ9%u1YdZZqU&HoAa)h4>7rc=C{5IQ#B%wUcj%S`QH zn>>9Y2b)2rhxF|t55&*O-OeOLwlPi2sUp(?8G(9cRvp@^DhRA5wqo$n~r@!wJA z3Mr(V+Y5pQn)}pk7ygykLQFf-2z+S8jcOLz_q-N z{pP%s%v3e1=Db1l_5g2Pcr>GbkN_^t)FIu-ayC@*WvRu)I7fKz}QT4huOmR3*XAM&_; zSl@v=@CQAGJ0^b7H|P^p42xrH?#sRHv3is0*NmsjSIdF5o>q37USgG1p2 zYl)K?Y$}_|6;2&l(O@Rd#PLqpT7xUGPpGQ(p0y9F2kyz|_)tDHrH2;=Wg-^Iwox}- zrX0ao6{8~PBVRtHD4?{7!|r*jbJT6Tjh_b&%QJWe+qvuHWa}J`vsTN~bAf7(y^8Go)b`7=FN7nD#RdX!HmHw$R*)0=M zIbxza*}aL?MFDYDM3e0t({o^eDrCLjk^W+`n*SEuf-UkKowqZ|QITB7tb|B}Y}s+5 z(?OMrsu;766C#s*5Bam#!S_ zcEq;xy{+C>wd`!PG&-JgzD7mmmHm7b)f?t>8I^;6iSMjj)!Tgh}|9 znq|JZqu$3voXS^KJXSO=$>7L9SCdr{qWyWtWpZLT!Zt{T}6QzLb7 zy?uc%atqxHFYy)bg;)4I_rPwrDRh9>nD_`ibifZW1>0i|J;>g|ZE!QEg<7MB4d$#3 z{>ZKDn)Y`V%JU8*l@z!+yFNsHb;3L0!@JzEt|6YHclsn$%Ba@MC?^AEs|PO1TuI?sOa% zL899*JkUHlJK|BOg*!{W^dH3)p{>zB;u@?h2kZBBcl7RHhMQnd<+^xTT~hbdPVQvp zXtiAjySn3en_8-7s7b0g7DEnberPK$WaUy0DvYz*TOIg@|BC;j<+CcgOR2hUDZZoc z#cdcWu9-WYOtqmV{D`wfWvBudAqvygV!qC?^e&}R2`FJ&?2v`vXSs>DadG&@na#N% ziQ=FIrBDytNLTE&w9769k?N^agj%Zh>ZYCGye&)1Egg z&=dF@9>870ns?zmoj3JIP=qsfMqn;&RnqHn-E%Iy1hT;-**+Peet%A8v>P zFi;AW4_nhbZiau$9=M7|;7;oTeE>_bDO_?oLk;c$m2^b7h?T{w;Rjf3O`+SN5&nDh zlpe?%`geI>WmZ^Uvv*b(p3J3|A%Ufqddjkj6hnQWaVIoZC zAMl_oi64gkfoJ-eW+z5f4aBPgR!^%YcTp#N6Rb3=ArDZa)PJlJI560g%b^zm_pH^O zKhg2-4=$LV30)OX`5YG`@Ew&M>!~R8P)@Z}yA|5iurjWTD38_rA9G1;#&2RTl^@4A ztyLRUmaFhm>#B3rS?c&Wr=!q=%>soIrsoJt@+-)s7xIM}Cm^737}={w53fJFKXF0Y zXc+&xdsu!bvcwoz01M@9vo@}CCeD!e#Fsk5dG2)$gRM&T=j84Ex1lvwvO3GB>Q|g6 zk70#CZ}{6vg}u6(x}j(II;z=lhqL&SU6{JqQ=vSSr|MLnmccSuX;$zfe#j~0ih*LT z_#N}=1DsR;!acDZG?5k69;&C_gNc}i^e4woP+N}n*NTuV|OeIj_QevX(eUw zCffQMnI=D0g=+r~@8~~qfK`UGV;n`3hP=wm47{Q&@e*E$OmSTH#+tN2qLilHj%U#{VvVL^XL0 zoEPbMQOw8v(1*w188Hb<@EUnUq{Gi*3hWVInjL$H_J{!O68jBWA@M@#Rv*>MKUfpH=`OclGJ08A6GrGOyD@oaN4SGsT~${TeEF#$6{X?^nbB?RJVp%^phT6Z3Q%3u z)y_+W3^F60S`PwQfsXbj(Hws>3?Ia348eyoFP5ViD1gyW1S3tvLIr#SJmi7unBT0D ze2^X9rL(#Xy@RLHTvnZ|F`L5t5m7*FMW+|d_sl1M2zjcq=`q$DqXsuB{R{yA`av#L% z3A7LPz6OR0>tk>XYKNDbxn4{jPC|O%B-GGHAwlQXpb*Vky=-X@#Y)RXO%QG>XE zTM_g6r>jHO9Ftkg<7!_sRfp?ye$0=Ptd-7OCqGWMisEq9l$V)fm0(AnuF7Ir9Kgqe zwQ&O1#+LY&s1FN816VG4(~sgu(H#cE1^!KJGnr$nQ6c+8Ta&|U(Lh`dAJZh<02jq9 zqg@vo?1gW15sZN<6o!vvB!nRdA*jWXP=+F*IcI}|P@2Cqndh`v1!v9PUtxC58MCiX z39sg)NTEyOvbZ2u3WeGDbJ#9+ie2IhbKJ;3@!#T+_yZn^DZxQ}-};>2#p(tpf;Dg~ z*Te|Bo14xFc76P}ENjnqSF@#?V>4XsF6N|A6Qirvxodcn+X4f6J#XMB5!L(4eHE|%@SYG~BteO2C`Wt8Qd*EsI4kJpTH%x;%(7pkuO z5f{e_*n>NAYm;f-G8m)Y!qIA|DvWPnC632jxY)^!UCc8{GTE&#Hs%dZLmr`;a1ktm zO}HhOhW)%nvDlxhMa0?A1i3RVRel@t#|)L3&P%6H=regX`VS|==@uF!Z%1o)m>ed@ zhH}Tu42_eHJ0ip}!{x}(mvP>4xSUXMwDh@CLMd;i$z;Q~Nl*%ILwlnhdci8%VP^I+ zwZZ~?Ui<_*>0KNS+r(C}O$>ldVx!n3HjB#Yq+w_wFN#Z|I#=arh=Ew>!i}goy^V#j zd&JvRf(~;z_c+gl<6M~*nGEWVaghe&*-03iU7lz<7qn8HZ26`7N zLM7;rl?>N=JpLK3qbf!bN~gME^nEl6tHW44VbtPXYa&L;iMRk8K_h4i%?u{{TSFVj z!P{^fZZ**k+QAOoiRaXM%+4P|E^Z4!j^a%iE7$2nn1Z(`3I3u6&;aVgci09V_!3mK zdK#)7U(j6>x*0tndcE^cuz|c9JQ3_z9HOTNOUPofsgvw1jVdO?`KLtXl~tXZPPbrQ z+0lfDwNa&I&q#q8_7lp0Z|xH_&Am*=29LkA(UGmCN1#%M2q zAQhtosw0C?)^KTdEXnz)zFJB@K!)6IbpL69$T##ac1Ey;YNF~XijSjt!D8lDKLqod ztL2~=DyoKr3#-EF4KwmC(QU&;)P>l1D*yWWNve>EzruxRuCIv6*KLg-Dn+HJ43(oE z1&7<4gVTKZOfRKXG$s3TkcT}lBNgmj|Z36*4j+GuiR z6K6AQhKkNYDhpk(t7xQN*kyc=>9U?5oDdurOw&8V+i9oCxObh815;_EQ!1e2dpb8% zf4Zgm(h+|Pr-jp(`cjREKh<9MW$_MMjGSSkM>x2b;AP(Az{E#As zgwoYheBegvruHL$GComhJb`PVhnkqnEp0OJC6h@$bhif+B8%`A`xiP&pV>9sYj6$z zFt`aTtZnPQ=qrpd`4aa^ecdO2_CA5H+&{-C=zL59SJ+%)z7@wPBu+ra4`gjF4hEuu^ zwGye$d9?!@*nnH*21?NTts?T3aS5Z0v#V*3;mO+T*QZ|M5Tl0su~!b{EF8%rfN8WT zM{@?1k~gTiGXZNGFEB{eGroE1e;q;+l#zwFE6n+?*Dk`7QKBLCa z7@pE{3|T|9MWbMhfklf#U-3xr&S&XJv**Uae{?GBG?9;{!naVAHW}Ag$oR&|(2f=d zcY}wDaypcxnI_U99TH6WHeFT|or@GB_fmD3t|#DE*j**U6`GDyjE_!)dH9}8gD2RM z_u@o7kK0puz9a4!{nU#7W3u5vQQPF(RG4CVJS+~2Ths>IsGYQ4IM|4SvL=i+uCF32 zHg4w$tP-ol2WI3?VTo8`w89dxR5XHRqPNMpk$bVeiH=mrkYYR$+Y*4#9L9?i)+r&@V8P zW>a^04Cc{vI%xD^8Wq-uU$9P57>WjU+nH1Erwsc-& zB;K~bsn@#*JCj#$KnkA6^3QmV5A&}bM#DeHqI!DIoj)G zvL1~-=>^Je`XQ^RX?l)NN$<_`WBb0{-!}rI9iL3ov5wd7U%0-jx!*6hG47K8KwO6Z zQdEZjY}~kjwuIG0F2*JJSYOd|v9z3yDNY*ZkbB&pxQo5Zl%8(wY`eOxVWHFR7S5r! za2{P=U$h6}BOanhSj(KeSex_V2sKG1V47O$E6D}9Y{=nPw9|bAC*^v%Rwnvyf`_$o zsO_=DDN3_f=?ud#2kjT|h+e`g@UexAkL;IFOmr17;)U_qErcz;5ecG%Zyc7uW<1JV zr4%Z+7cW)Sf^XuRrZ$C3U{!-1s+QZuze=rAQ-c+;40bXqxj1gLDn!1+HMouHYqe0> zaj2COD{?c{O!cu^S+N+4eVx<(6Lb?=x>pVRtflkNO@AlX8h-p8eusfZC-rjA8pX87 zaNZp_OPgQ+pK+e9-TmfIQfAzjyZ=`KBm zllD`y_J5aN`2?=XCy+sR=mEWeEck~AUAEE2JXV-X`)mxGvk1_&4JpD(QkwKWNQ$^bm8ULE!1= zfiM(qxHe7UFpY;8!-L}uM#DTF506wi`InmIykm#_TWPY~O3UO8SY_5^etiyq#w=Bd zPv8mc0v`5ZVeSCuj4E%={oym{#GgT3Tq5&AE#tYnQZ4-0xP~g26Ffv>5Z^O?Y8=hL z>3C4@)_ZgjnT7?OiM|(H!B^KF>(;~in23`()i}+6aYBvYNdSF7g1`O|{0ZlC$MY%G zEu7BN*lU;09@^N`++_58oA;ktOZ>=gi9d2{JmdfOJ$_}Zj5X{9ynwFVU*#5hA>Vw zgk<9@HmK$>4t{pVnYkZlW`7Kf{x8zGti4{3hxIy}(U0-;9WOViM$4hDaZia<+4_Kz zX&u<|BiWB#`VuB`0kw#;Q>w|}zwmZ@imFdZru}BM8X8*7tfHJ^l{0Inni*pv*X7=- zpm`G2IS(59T5jbJEud|MqKFMi8ZXcuiw-Zpl#u*s=b|un%kvR`*0E4PkwqYI@Y!*doW=1v#mlt z+g9ps!~^Sr^+Y}~KB9;&X2SbF$mKR?m(V~^ zM{~CDvG7Y#1y369nIcC?#~B8b%oFTjd#b;dQQGNHf=beKILx*+8|JDV>PJYn|AN0@ zzWtlgVzcZFm~P*M_O8cszr#_wNYngJ>9k=Lk4XrPz{ZDmCV6Myn#|ck?uKDBh(3XD ztzK}#Xs0dCZ0w}oQMI79L06nho_}6r-0@}ZiElwMC}~h0uJb(Ok@89fHpC*rYMtV% zVYERGSq~OqRXGkJJut97P z-wQ2#!ZikH7I^oN!)P7vUy7ARXD6Fy@|~yw$3$82wPv?v1{x#vEM0aj*H)6jyP4 zyvTRPRQIJ7eT+9%lIxzDo9nfuw99VgZfmdc)ztNMK5D2J$so9?BB;2|ut3{xO_6rA z?I9PnbBEARzJ_{`U5J|KLVWI8cO%`DX`qurs^~?&pX|JJ(!I-$rC6#&Yh_!zlf6~; zbKjB=#E+s2F2ov84SW=#ei6TjZ^45HajWjfp!}Yfl;S&Owz`td9N%VFg1JtY=^Q=7r+8PjcZLL(^?c^p8rWNgMSc}!Dc;O6*UK~OtstOqs4H|43i^3&?UTv{jC@oY_4G+_zUl1f4GI2 z_yat|2&!*_>2EqqOQ^s68I4*1)1W@q#rkjohGI21$I)CPUO^lD8WZ6s;m1Q!Fk2LY zuDD3V!g5g)(s@4-mkU1=IVYd;YAnK0!Uc83P0>$Oh3%pg?ia~oAq>D{q7WSw^C1rU z;xb4RsUj_lX}F7X;dfr;TcV9MLiVI~bWbjYWiVVY%z~dF z9_msHBDEeigTqw_zAbXAoD5$39ZrC1Vw{*D%Hvy_>g{I+nNcRdnPJAGPyH(g;BEVz z+=8YA=b2c_a# zl@_#Kjj+z(3G8RpbDhBB0kc(|&>F6t>MVa-(>20+A8-~oyE5^hbwOp~1$9A1M`iMF z?}cTc0W5}xI$RZ_P`%liC*$Nqh|+81G|rA`Fp*hnCT6{QX)J&q0gcQROv9tt86xBn zY_HGBs#KerTbp!CYHO{wexTo>C-tBz&Q90~2{4=z;Hv%&_CTn6qcxQL$NL~wCGdAc z=!q`sIwwwvP7ot%>i-1J^JU6Q_6_@qd?K&fN4+WDB=2tT8t-iHbni^wF3RcNS>6IU zGWB8mgEJLoz-BoIO435;t`|UWv*RQI>*E zSPDuq11LXy3jMG)G=l5qU*n%@x16M`E^!pUwYr0!WNZs<;ag}0Eg7F|14C6;xP-mH z&o!(jQ?LtEGXAc23RAK&DnoZu{ysM|CL}Pp;2-Lr;3JjqTaUsfRjM5k;@l{+y1b;S7aHelS*X7+E_;0T0%~OTvQC%^SGk!czUxK*;XF9baW3I{@0Nq$XbdRdiRewL^+ILPY7T*67JgTrn$HubHmTD62c(@ zJK|uI4$sAN@wa%*{4JiLk8G$Tzf}dOI0a)Br6H7ZaMty=UpsBEv3*#-v#Mbhu2FK2 z9wIAadF&y(%QMzxt2_>rp@G$88$CQAP)hx;dQ1O8c5P5t3LWW^PdypxIz5K_bX{f8 z3%F+_3g(G9t{#D(>7FOx=O*2vXYdUEhAZj{O*Sjl3e{3IQ!}WrIR&R-HJyfuR8dvn zPgFoLX2x1>@x?PDRPl}0~)y%Bds~+}MZ0qGtdlB};?7SY9RUD?%Zuwkyr*-NRsKTor2Gu^fEX#X)1@pcR{M;TU zvw6Bh52!55vK~3?`BDXXYC(2Yi)Tbhc&Qqip=Jzz1_xv@_)U(qbJ=BNNmxU%P#KEz z8MCN3T+z8XYwJ=G%n8LXJLJa_I9*l6z9dvzeVJxsJy@fgsA>3KR)dSOIPBBKFcb_T zAjqu!Be9t>M20vC%jurD01w4ZEG19M)|^Q%WdSTILvg3*&b9hIl*Hdf2U!vWaIxLk zt|Xi3mb#*q;d%(?DIIpIsb+(kWiPXjvO@9a&r$V&yKFjaQ*maSD(z`*7j$i+9|Ibh z&&reO-;+hP=s~}7kNy+Jxyu>< z{oi*lRyTOM++em*V{;bH!X`Q*{gGWGPl~%D366>*;#*w6n&%cD|7xmYswxa+U^qvo zAWy#fP#>aH9Y`~K@s=*elfMfq+J)9^$WKvff>_3Ss*PAC9*ONDR@CBaOyzieElP^c zA_8VYHh3qVh!Nab3X2=~9l3-{lo!{{DOW)mgcIDkFc*eljI86FR>xHaoS}o<*B`+m z6|e5W9`z8C)HUt{$Fug2LCHT%vUvw@=q+4vJ?E*MOEeKVp^Df9<>8dr0oTO<(E`rm zQ1MDkg>kIGCW|SIhB0EW7{;^{GgK1B>H%gOwKErah8=~PYIpJRc7qBH^Utw=sIacW zlZJ!yR|;Bc-w0o3R|`smc{GhC(ot(Tz11&0KhSUNvc4l*N$1~yWW5bKQ>aSO9a%HB zkwy$0%08Ed@0D*bA68PxE^ zIK62%?B+Q5_tgVB1QpBuhaH)xUC4x>WP4`NhM<0Vp4sPezmad`ouIoxkGwDJf8-1M zt;`IG6rJI?sDk4tFHRECXu)t8Ay|>aBp55!;WSYOr;9mRbigW52a@Twh|yaxT^wVN zdY8Gw_?2-3{6kd2MA4p=!Ew3gKiKjzk|74X`P@8q;T~`%hIwlbmh;x@h1gj zCpd=3@v<5Ue`9y~SdE2Bc7AH4=RiGWHnU2$1!pgAR&!{7l`f&;OCOMg&tTZ zy1L?FwEPQS=z|=MQrxfCtKk4JT6|=jm;~cR5VXK`q7D2a2GXyh5A=au><;`+J{N1p zh14JRil;b?o&2wqAP$HEoQp?!OnR&2$}^Nsl#`|CQ8V3mX_b`|-x z_CO(4xY<$37x)_P<4chVFU4wXO=rYt+y={W8z#UtF_^B4jXYgS%S?)+U&I!SW%n5Y zQ$-Ohij&#T&4VQng{NRN>);uzNPZF9xcBW4TbM-LDx%oo)-XkJkJ!WSdtx1$$5B5d zTqGzT=E3bEL>{3ekxO0>_tX~X%@uK5q>EF~9|!RaO%PRaIF!Z0xQ(wI#xdF~0M~Lx ztQPxezSzq3+lh7aAdvzCL{oj4T|+u|X^CgBfSSOy_>f|03H#PMR8nq&vDk!~(QbWS zoaY{SQk)bkxKFO+?G)cbEBU!yVgp}evWcE=R42O491=8I2-~mij7htKnLmBFs&FP5QrHvNm;~dW^3u-Th z$s(3VN+kKzJckVOyTKa}<+}^}X}mfO--fE|2& zUYQGYpZrgPD#KQDm{r#fxd*A;018%&sghIJ;OMcTrtbhInewv|I<51G#WCY@`m4|~YY z&<>)l);d@{r%kE{jJA3}b=d>_RF|8uIj>n0cwjziV80LDh%HzQ#nV7=o2ysa2k{YSX!So@!{_+G8ZVQ;KR*xgRLi9I_!^(%KkS4VS zI{YoJ;Xjm1^`t{`K2`N?)vZ-ap0@tG+J-LK6khVx=3q_mGm&58IA?}gpW!GuLPo(z znFnfT#lWAVeX$x;gKM;ey+uQa#|-)cJ`#st!soD1ta-M2+a1C}1rvos9d)PtD6g%W?dMY_TSe<gZ#2aAgS4+E!ovttGFEC!l%d2{iu7dk?J^U{hb#0s~ zr%C@+$IBX+7`RSPmTR+riA&@ZSE~FD^Lw|kN82vjU|nypyM{^4Q8DD4oNd2z^}*iQ zhq)zNnRGb-Ps*3xP*!1`b!}Nk)|7d0qchy8VtMojdJpg6vYHXN!*!d|*rU!-k*=$7 znmI_xG|!~b@5=uSFrA*keR@cjRFZi}Pv|whBY}=rN)}ug=~x(|qnr@Spuuc1SQ=DX zON%F-)X(Xf{TklDz#NyuC#(Rp;4l z&!<#&kn7z3rzfXikQ$@Ls&g<;U4aqiCDV;#cauZ->*(QzRhJ z+KSsT!m4b=T24SmwT+J=t<-GmaXmIsjXdkIu6k-#;VN8-GIXLDfujT8$`L3Xqg*P+ z`Nmg3&EqSVRaI1mS;=R!@-ZuL1=dov)k^*;|4;fU?Ww08nR;q9X8QW(R4Oj#J8P3K z(<+ZSTs5$zZQBPtbuiqn!wO(w*kp_|6EMn&H2|5Lgi(ZF%A8! zF-kRaKa$^>!MM`55jS9a6>8lzwRqJY^GcR;ia9E)pN`Vw|>UYR5i5}9Zx(i#FHHL7_|tCsEuZ^$*w5dU|)iX zjI~P=UiTcrLpWI_;YW6P z_TpgG*gA}dIfBzwv@6Q>%rjTbRe4>r)vkagYPmXz0fCqBDjrrx)kN1Jbq9+Cp2y`X zg=f-6B6$_(JCmWb9;AEIJ^fPGQw7WitGimnHP&5iq0{P&dcsN*xH>ggrw7B?NtKnw zqzg6X(jFY?4#5x%!!cGqjKtpq>&W`-);^bBtnHMy%3GgU@8JJ4&iJ3~bT?5ZpXsfl z?9G%!_u(VE)oyj#AX*OKe{tjrbAnQ7nf;ix^;38TH`OcF1h2?{HO*?$K%`ee5HW-n=~5L0DN+QaCMY1i2nZ-0>4qX8T?9mWNu-Dn zAV4T8y?5zKlYb8W-}QaDubJJmyC-LN$}`V%&UJVIC&Yc&td@#K&PBKgyJ#QHSJ&Zy zxCgiCZ`kKtg{wdjS0O!iu^6Mm?4oSLK{ChGXzLo(@GnwF=pu|$%fw!~4mS)LB2!#} z>xQl3Ff5|O5M^y}4?}m+TKopnXscDgDKQfv=poD=Ax;nBL>lM zswy%d6TYM~dJ;{d$8s~I(FXXCPVsbTDHEL;Fd0hA7+T23K`iCiu@phJ#pM_91@z^E zVGvx_7xW|C;#|Rtn8Z84$Iw+Yg=A43*3&0g21>$O{yx9MZ^Jdi5H(2t2^(o2o`!qu z65MC^*ag!9w_rOK)&2QZc8lF+XUw_#tT0AG$Pi&lL5zS#JO;u)xCPE6PU_C4W zL#QdXq|#U#U&mO8g(yS7P@4Q;fr1cOB=7}$$zDnXQ?nQN5*UO()kXQhBEMm;X8al3$QUPz$>b$XayB@e%=;x^X=FM#)w~WFYd?Apw)bF1$)8& zl*^{{fiCaUX`x$MX(5(&{AkfLXcQ# z#`7wO6g_DZY=Q0Y2auIY8(|Y{1Fn97fwbKm9bsnJ1w(k2mi88#S@aw1ffgb>Yv#Mv z)dDledWpfJF@21GLl*0a6WCd7gU28V3Q$4Z$a+F4+`-Q3y54fQ!^C+0_cs4;19*XC14}7wfdA4b68e75|QXN^u`d4<5g*2g-oEJ9} zHYEKvA)=*8Y9Aord2x;oh-~q@*sqS7{hPGfc?f64PNOlG;1VnqA+;MK)z`EO#+dT! zD>a!(9YhwKvroe>^s^byTSQooZo)A-PFLUv-8B2=)AU>NO;<2|6GuRZSv{b2y4@&Tsq zq6Qnq8v;WhtbHR5Q`JZa$Wdl&hRbYN1-58U4fF^(9Y#SRIUc?-3fW%$sKcZ99wLo| z3497XSEIcz?WJ~0alk0I-#k^KtuVkfmU9c}0_JHg(+UZ^qAbQs@)(T4+VXu_fxpEe z@C+WC=M2|>!*kL+lb`3cc}JcPj>x7sfyzJ|oM`Iu@H^Wf*T8L~r8n=h$*wrCRV@uQb4DFTQ2gsr&GRJu>(2HyRub zbtn$?t16lhHI$cv_t6`Mwhh^{T5Y_?O=CUW$4Ko;3K2HNul0qlP}#@Q!S>=bket;a(rD? z2lb<`x~i_m__CrF&=}tWT0qrRiO?HG=KCH+Eu;6;GFs%TA9`jlr3~K~wKKHYyt}kB zNbR5@YKZC~!BFdzSBex@h0A|FX|SEj9OW#-2yj zREjDX+8A}%&bG^`P%byuR(q>mL`|jVvD0W8W!TfHlq%~RPvc1zx+Jr_u?d~2i{Xf@ zYWJi@b{%`E7Ybg9IV|%AKc!FUGsDWrdUkBEbTBUVj=Ui$_M-fZTHAf7jVar_(=x+L zqq*Kb*^)NNTy`#dv+3V>yA3_`ny~lSSd2EavzpP3&X_1)mz7}{?xJ^~mQjz6@&Y}e zg*esf44vU9E)!#PcL?)sAlqnqUuPBM5(#dO-Uao<7^*Es(J1O8vcwr`7`+#tc}H=n zIDuhK;va^o`jpw9;oQW3v{6CwyDr60QMo*}t`$dN8d#%4#bh)^Q&TH1B~UJ^XSP*o zsIHM>56(tf0NJwH_DFDAz3#v*$(SfNhx*Se17c|UYU0>UlLlu zR~mf2jL>S{(fZ6P<7*UgH2>`)$#yG$6}zITTlo7&UVGzc#GX8V^UJ;$oC#(#F*Z*X zYi)cb>ztPvpJE*-`Xk>O>Sir0xS9_xxHbB4@N<4V_(j}LQ9tS*bQ8|K4Z1b|h_~ZA zbs+yq{dQimbZ7*h7(F!alej_NP##q>U#L<16h4_Zil4}%teIZGn&;)UCi98BTxdK$ zmUjYQ=}qI)crmM(HJz8RHhC$bwcZ!@W3>nq^=>>LSxo$<=K4#Aj;nIwsXGlfsyOi| zdI}a6R|6Ns9sE;Y*8kuOOt7Bgcabw9?_n;twA&}jPqyKxUK@OXNA+soIg#mP>nwd2 zSNrbb{9uN&+ILCB`WMl46h=3?(0uqJVyBy<&eDBf-Z<$LQ*mkn?X<_!bbC0B4@xzH zzOhHsDEoEM%q}UOxifLQ9&X)(1x|PsS)hJ1>q;hd4;_XwfqZI`8R7e3I)#027L-?W zXg+;MJ&jYYuCk3&J_Z9sHY}rKaQqb`#2MpF?*nmZ)=SQfR3k@e@NtE?rH6OG+#9@r zvHFVLhQBX!V;*}ntHYCd61Ae%`a=qc`FfBjVT~8ZecNa!z2{{cSG@-h{TKW*?J)Jk%)FEB$#!G@E+3+kd2QKNSCNsJpC|A{ z+{VhnGlEJy{x`WBlOP zY%xqVK5*D87<|DRV_)`!y@cVfj*MU*&^3IHe)+aL7Lw#dm}Ho2SPN^Qgx!n!m~`>3 zT~_QcsUs6&0>@xEt)`Rkx-(l$j~#A>Gr}fu6AsfYlM0R+uQ0{*ZKiiw-jZ|qQr-lc zU^9FV8{-4HfRA+=U>&T9F;=AiJAud`@}%oPTQ0g+0nrS=gzFJNA; zzissDF|?r_tg;zVK`JX=rwSAaRe3%fu7XgOUc>6V1SXnvQ3!go3Z`xAxz}kRKPCD? zU$~2paTrKi;%?c~LBh zsj`gBWBgee+qe{&D9iB%vNR9-vfZIB@&lcsXGKSFu7%coZDax7*Nw!Wy~f!fi^)Ff zjD8~H=@~n2`rj`GU?M-k#uztJo-K&T(Jqe*JW)5)QKxzSlJS}9XVukTEn=wuI$ftb z^tFGSf0>gOafy0IoXAt8U=Ou{!lbH=W;KZOjiG=VO(W?`Dw6w4Q@`-if&=Jk7pV=CoM>oU2*hO}X^?{bmfwQbR8_C{bDGXSvU_oa+P4pG_#rfiW zJ~fJ-c@=^m*q7ubnLBtWZd9NFrOO7?fM&{LR?|RoAR@5V-`b6)uR^6{4Xd+1PJSBe zr#D@X8bomlxt95J-3!iDaZ#Ky>HoYwE&db-^k4X~&O+hqp%39)ab7g@*LIJ@x3DV9 zImeAWmO83VO0$LVpXF%ZZ~-~ zR960gcr^-l4L0N9_pZ{+TcjW7DxXlF56ja|v#8gi zzSK4OG=0u}mtS%l@R@psuER5<=Xzi9Z@mpgM)Hw7Ha=YctDoz^d@vuH&^6d8xIu4- znpCt5FT>mFH%tyF$xHF#h7a}C$acCk51;wUo#wv5JLnF2y4ki0c`=*fQ}Zq4i})>X zk*RNZHLV4_mNhQ4kT2l#cx9_x%p(51p`NvvH?%&qe&j!L&*%BV+b-7cp$&WkuSnZy zfZAs2*J&3XRO6ImAG68_dh@!xlbhq*g)Yto*iLnuTl5j6m&Pk zHCajw)~)C>9U;~j9Zku}73LQMB<(R;*R zp+nzbYyWt>70f5{iD|e)6%$?jg~UEJ3;!~Hqo)|;48Q@{3K#Gy_#rRP<1oJ+PSSv3 z&+w_2O^!7JEShSMFxjxYjHEd{Kw}`coW&#P zcl%@A!}#lSvYB2A%U{uip7Cq^qS4W^w4d+id-+VWHdmy|REg$7B|6Oq%F1+>&xP=- zxiHUc%j+7HCfm!-@`yPOVz2xOI?*Ay4n8q0@e};?swWQ1)q1qO7pBraNT)dKzMUp| zh^dsQ#?op#k80r76eH;?`yDadI4&MF#AwoU`CL{KgJ>IcHJR%t=s=HDNuDBOuoSN% zBQOGAGb=!>?{B^Y8qi$148nw;qAhixwGb=TK^OWNeunk10k#^py{a!kZSM+X(PhY{ z6n~7=s8MpqSTK&G<9gtqJPos~6~0`-YU%{4^aIS$J*l^DB0tmpbw2#w{#Xvxd9k%j=BwPDdWvkr*V*7tl?AaN_6q)~ zKjUxX2VU5LboRmu(T^va{YJbY-))b>c`8Oki#P2Wb^$R3zrksSC)OQ)hc|R@@%HL- z>~45lb;Lo52k;<91X_tz7>u4O*4pdLd}tvo-AZ_RPpF(#$%>`wvN$!9Lyc0N4kc1O zS%^|(qA4}x^Qh-hwT(iKwo1@y_p(3BZ6~k$U#E}c$FiK6(|`H9nC%p6iq+X{%h4fs zqE(VgP?opoy2W> z5#0&yg5mU!e8YX)tuFRyM~yVA_%AS$f@%+R6-SKkT}%yBmb;9W8?GC#zTLV_59u-8 z6XEYeqTILaSYASgze)0=|CP_l&qEl({%%qJtM0(dVp;6O%b9w*d}`;#FoSeuUYY;5 zUofIB5BFq2Op|r_+?aa25EjCj`VTkkgA%ZhPU5|F9t@Mj^I%2Z!mQfKya(^bgU(y{ z7N+usUInaxZ)1Mvnocs?B*RL1S^pr{%49qjOvZKczmc&;4&jxt3I?p&ct*a9^$hi~ z0p64i@jvGB{W0IgWV_R}S!D)CBupt;*B=6*N3;k&NP*SX<4O5$(xBtxBC<#_iz z>25im9oP{_LW^5`uxw*lB(3w#Ws&VX#QWlep5bKUZErX3#)kT9k!TufF<9?@91h+9goY}SQ{tvI>zZw4 z_+!L;(N`}ty){@j5|zw)q2!yqwajs!x+U-(|DR^27O~Em5%)kY=V8|J7Py{YaXR8$ z>j*!>yI>r?r|Zjf@xa7j+YMT8Tg7A)RkK>T?^tihTonF2sD_nWx)!JMA&=su@r7nv z$SUpjr22MayR|)#KD8gq{wB?Kw;##@G=M&eDy3%7#@xH@88n^N+GV1A#;eb?$55m? z8eBt)&1Wy!diIn7uI07#J(EduOxAqP9?}c;6kf1@t=!O*lCT>7_xngIcAF#ng-=#H z+>8^u)J|cF_UDoBlOwtvXGc)mb`k_&DMM4UD)-jboNL7ih65 z7igF2YL1RE`TL>&Upl0At9khuXPW7M=?R^7?$HHxkM7ZK|6Mw#?$TY#cJ@0N&P_V5 zZqiDBhCka0AIvJmnD%%NPxjLeOF3fwog?Y))SY9ta!DxBZsM%_*SS!xMLh*xGC}yfo&OutH zF428BFYeN1@i!b5tJE!6sjdo>BY|Gc=CgEAoH2T^N!^C=CeshG!oOagF<$XUIsrMr ztm5t#_?(vONpxGc5m|a0Jd{iHMmQ(S*grsP3cJSk)Se#kPR7xfppj~bNlZPU2Tat> z`Bmen=JVdxbO@gd*VADdG?7zbJdEM@F%3FG23Dc4CpzZe!DpMZ|M9-{ffa4t6}Pbu zROFfRF)hT)CU>8NEjYnA!(=hXTEYupUmf<^rTFW-wk*td`!i@0EfTxwG@OPVRMk2T ze?kWIrnh8u?syYqS+pDqE%6FkMXWQjKK{p5Ih$9rT4GD%NpA8aqf6U^rNjeyfh}YK zm~1j4gJEna`b^0uHVQrZ- zZJ7@b(DyJIH^Lbt#Qa$)qwh}9F1vZ66xDap9`%pvn z!(Lbc(y$zqGbuL>`(sGd0#8(dDo_mG}RWq>2;;CGeme zt@f~Ew2k#MzNrLuG3j;->km8FCbpU~*_Tk==(d#C*hak0Tq?x-InCuAaVU6Q?9^X5 z%k$O?UN8!FE8-Xq)yu_{#qkWWyA3!_&97p0dm`F!p z4$q>e#vw#P5lp6HCfUb9BWg_X5YG3l>7^_Q{|^8F|NlgJ2YeJ&)cw2nzB02jyV+e* zsF4H+9qB=O2}lXOBT9!zMy=%gpyDwY$0aqS9*YT33KT3I*KMjyq3;xJm_bM2 z2pod3bO3&WiPTcfriFA82CGxBm~MFv(#Q61u$!*%UG4e)pR+KBj>AdFWiOx;@C%IL zPfVgDItFhshmOK*nnPdH9vDu$;0O4E&Zq}4*ZGak&~J1|9ai_?BHf4kaE^XZW7Kg- zR;%d@oPkv|L9L|Iu#^U?({LJ=(eIvQ9!s2k7Pim@UZpeObtb6`5NgS$vweVe`0kq* z^jrxPQs5hUO>ZF7-oRD+Hr#|mbck-kCiNHmpia^bb=#9ht7#D}p?<2cZ<4Q8*lzox z`9nR0r*MmIQUOl^na6r=ZaRO%Wjask<}UmNcVMJ5DD0eh0#D$3=L$W9hwz;dFidn8 z?}!L$j4knsm@Ddw$>Lo`UI8>rrFwE=BOQe$jw)7|{$Iu5XB=`=h|@5B2r31{G6)EFwOqH?mTVU1M9tRs4xZVHq1A}q+WsROkj z6>CA7nS_(Di_WbkVQmoIH--IPK-ndLFOWGyD?#blMEmwP`6lkt^XDx5u(2t%Y@IR({2eC5*WqarVd$56=025)CClyA+2)JzxhhCnc5F-O}4Hi{j@tS?bSyuxF zVSns{^Qm}N?iJA0c+AzIjt;G=t7^ev8jIsFU@u3MO<{z`p$=|+ogwGI4mlm9rxl%a zhEO?G#~sHxbO64h@st6U-JT<}r#;5(p=+>0-GbX3LCL;^@OjRkc;|od7oJsT82hdB zYNPKD^%$>MchwVof;n|*H>Zx)K?+hq-OX)n=b?(anvSIeT{HK?U^AWOZgKlVZH%MM zP)|J)|A|B9i8zl3@UECEm&l#+4&29AkdthPQQ4)7u~;5=$a*@1I;xAFOsE`w2Ts#w z+mS9qW99HK;4|4==D?itseURpdCSOs`hmU29b)&f<0y_|sIA>SY)G(uSbzdl-j1LM zDyAbTin^;j{^ghyT!htCMYRAI;Cw8v`g;~&MYRGOtD9k$!|s~8Dh)piPW1d~>Zm&E zhTFq^Ag|dUn;|#^@5;M!5Ki%3kcp-*UXkdTs;fD3pcECPN;)U4fR)gMUQ55)$ZT_6 zZ-)_-*G#3-W}qr$hdUQISJUmAbWuH|zg1O_6E(nk2WMJ4bPe3EW1I?jLpQ)CcwaZh z#(ZpsX|k@}91rVCm@JjkK^DP}v9s1D#y3A(0 z9OV{5=qfKdxLJH4eiXaJ=kN}65o58B=)@Lg z$m{iH~!sw{j+)4T=LCmcOHAzu9mKf*THY@x4)YNuAvK$Qtw-6fR97{GCs zD(2!P*a0Ug##7n#V7#ZgM|ikGV->yKts^ga(k-vIIL3P8aha}+m9Y}HQ8EET7%Nld z8+VB{)9R;-U=jS@3iZbTT0o`0J%zEREGKj0*Ph&1LFU3d*jh*1dteWYq7>Q(wbWkN z3!`a;wG)QWNE$^6Y7`Yzjp(U-Dc8aQy#xFzjq8<9FTm7j*b-X6GZVTFVJ5#; zS3RLLT#iPzfpoOwDU%3?%s1FnHL)@{I*Q4{G6UaMt>=1{I)WkmQQX9tPB};(M5BHo#SJ zjk9=7YLQ&Zby2Eii#Sv6g9%BwYiN9b;Img=)-m@D)Be+Kg zRU&9sa3{zYR>W$cIs|u_0&2aPg3-JNQ!!Sx@(j&gOttXL#*(Tey~Fu?8H&R_Q3o!G z1{{weZtE$k!f9@O#UqEWcnD$qRL`xIGTW!U{7_MzW%x2w!u3pA5t71uzeaQ6ZWEd*vJ3 zsB}1?JG$d3kNFw8s-qCDW;p|(txSd+xJivurD&JlE#`3b=n0#|FXmf!4#ov%Vw{Qy zOG51?VG{OW^o?kTKGP1LdY8%1g3a)WPUM=IQ?%fEa2#86C8~|bDF;X65d4;s^-3(I z&d^NOpH=mEt2>ruHxoiU^u@jy583oGT1G89&4pIMw#SN>h&} z;xcB{d^lP>htFY*_zXT39;mKHh}k$^AdC_txt}O1!#4h&m0~6DVk?l$jeTH`K+4Hg zAzXe3rSJFNhJe27eQIII4QWV$n>s#td;#L{c%B$~EyPQJpKm7?A{L zI12}`B7GzP3~Zzr&f@oRmT1mrmv~%T#Ry$h%@HTyJzN1ZMGn}^F?5=1%rw>n--^Xz zkywz0_jqpA;e>oG9gk7pF(b)bqotBHA^vCN{NK$QHOlZj`%ZKGO*c8?Whrdt^uKn)8C}jlHoS-j?l5 zW%pC;XgJI*&(x;uC`;omp=0fE;*0s zIXtF&zEfe#1Qee?@e!*>clx6WW$2Yl~3jjXGl zy#6OzuOB`l~V^gzIHsrBa$Je?weka@FIp=`v!mj5KqX%}!Zdq-k zY{ilOSTB|j^%}WZHo>OY3cV)9-p}(Lpx^N{q#JfEUjP2op4P(#c<%hjtGEW9$~2us zm-SMsw;E3~skUjW8mf76r+I0n>6@Z0HPiL54pzr&x~g1^)9FvK0(Zl1_)VnJ3jD~t z!JT3{Ts1EtT)(m&fXiBDwNpaAqJQ8YC~6;%LiZiTIqgaLZV!aVkYVSj+-vs?Q?tY;}=qP>= zo1rahx{abce89&j=p;U7oD{ZL<6Ndu>`sQ+eOLqc!lGt9HdOkllu5dO7# zsCYA<=F@SQPrcPu&nZgw{>l~T1T8UZ%vbOgKNBRs+Ru9K9xdecUMOlnHCV)&ybW#y z<#X9V2FyK$Y=~eKFm)J40Ifhv1lw#(df_8iQ$ZFkQWPKc-DDde!Ubmu`BAI%y;a3 zr^A&0MP8Z$>8uCxS$kD~YJ~e#0VvEBVWlhrm#2y~qBG>d zOq?&H1tT*H~z2Q6`yU7vo2A44Z)nxzQK&RMqVJ=5&y2y{K z05HldHpSHyeqK2w~bnd#%iZp1?%GDu+`pgkzEpLr6cwcT>?iZ!RFMXsu(r7;mce9^ zDDFWkF^n0n6KD3ztiC5ROC~#?MIxPI42hPin<{M$S3T7h?5i5{eB#tqJH?E~(fGAn zpFQp;;xV`#Rh+$Yah$3{$Eo_cr!+qIl)^aghw`H5mYX1J%a8S8_ZnTzDJ>8p#v*k@4>gUMWvYMT2 z@0DG#i0OjE?aR(!yP|KuEauzEZfvLADG%~{-7qstiAA~N`|SH$*mf-Z&UtnwI- zd)!!#rx?zTShO*oUAm2Ny10(S1f3mA%SJj6w$&H?@mb0-25a##4y~|4xZG+h+shI- zMR&AvU|II$jdd=LwZiPub+86Xd#o%Ptb?7L_c4UJxZZJ0LpjfCE)T{o4IIn2z&qJH zMvjrL9SF7wv<#naT9{mJ9}J%Y=8nLKb!6f0w_)LC|_w4WOaMyBw2p(|O$ba;G zT|6q&31!!ZSk@P7+PlwXM2-+Mq@blpy_UYP^??*j!6ea(_r8wlh(>fVFInTnvy!hO zp0Z9)6*a{mQH9mI&2=I}{F?O}S4aodfb1|w6cKsNm~4J$KTh`#j7Y;v=7L#;FHD@e z?8bTGSzAuP#b%3n=1#>TYHTna*Ww4>O&(@lZ;blZ1G$wjBxL@GIY{E0r9m(~r zuQ_agf}h|`d0txXY`X`(a;Dm|?4z<5hR{BHp=>>|C+~i!KOvK_pvho`%bbo!^+GF6 zhA_~nZ<1(AASru>9_*j5yX)R|DVy92)+KcxeK~*0-N$zgYX_EE*YPT2zI6_ls}oq! znXM);x?0_>xhjvd4^z}$457AjME!xk;}JE(`5phj+ek!OkhVFkw4z*Yb~~F6XqO^& zq%P)0YKO`Od4U*?Ey>c7g0@B3x#f3V+Ub^}@9Y|sK(#1U*P>(gX}ga*I4lR1(K)EJ zZeTylKET#~@E){N_2H~mE9>3`I#v|meO@a`e99{QglR1NyuZ<+Ht%?h=x7CHqIZ%1 zkbhU?OLw$Rpr!tWdcIEcqi3BysE_Ig{vUKU&ryH4r#)@eA5fX-wc2=&_?JiB^Y7E0 zD1?1FAHVw+>vVIPuN!eY=eE)1sk0twr{-*#Gey^=5JqPm)7(R0L+xg|FcoI6{;6G% zLKq!kX^V9}lPx>jFxS!2{nvSh&+xu_rXE|5t!L^b-gBPgi!40ltLNNa;1hg`=X?)U z=-xl92i7ar`A@A-dxe}Sfuhlc>diZ~M)q0F? z@d*FHBi2ck;v4C^g|~3FQ!*+w{5jrs{=@6O=Xl?Gtp2oqv;O57T;Z|ZQkSh$&WJo4 zoO^hY zRLd@?vr%@+LD6(Fdw08$RykrQgjsGsy8u~{v)wqVr`IuO$5N7=kG>0=;FiiALtX5e z`l$5~ud1u+8z<2>!L&$g;*)(&+Z)4BcYIJ~a;?d%-+A$X~T9a_Wkc2zr!-r-Tt%@s+-b;+#% zq=Z@%I~V2T8Pv3E*fn`RLCU8K=x{2M_5YyiL7M_RW4{jNQH<^Il_r;){QnpbxZ%^3 z-R0ck7zhE~H~7-wrXB=Bu@mi92pbzwOpkQ)(MHa+Y4+W)3Hq2_$zPQQWvk?`Mk91J z8m7;?eRXra#%-?C-29ZEl7sK)?)*$Xit<;WHFgy$B2md2%aU9$DU}vOC_ij70W^q8pqdP+e>qd(g*Cd z+0NSa>2EDdF#JlvE=sDtjWuR1MY zHO^-zwwC$44YY%q?6J;bF9>>XTZ80F{M-mV(u{<+h|&K800960M0p2%PS^kc`FuWS z-1Us?NDwoLO+w7HVvo=SMQyFG8LKT~7ESHiQhQ6O+EnbAwTiYVRV^uMi%muS&gJ!g z{qugEbMJlbeeQGbxu5eMHy)DoNG$YT5QCw$8U%g$baNhblc7dKS}E7TT4+rl(M{f% zO0muCe{daNV*@cJ~ye33q~yGFO@r3D5@_maOjy<{&rGP-$C ze_7eHKd7Q-uFRB8>8d%zpQ+al1T`ghyD81oeG=92m$W)kC+bS==|}%Q*@w=_Uet%e z0{W0AxH-9KNgq(Nx2+j9kN8slXdX1H`)kr5S%W^8pUJ_p7NyIPa_n0SF=J@3S&D|6 zr+gKtlXP2osz_aQ|I}>gNu@mns!@4rFWbrg=_~Ige{(jPHK>X{CXUWI)uYoe{?XLc`dR*uCVQf+S7r;kZYENHInAs{F+PJ#8E7)eoLoCs zoHFiXM(}atsyJlliRU;`OcWVnKOVrpJq^7-84qv;e__IrNy45BY+ zj1}!~f)hPSctDQl6ZF0R;v2=c%4%2@E8_#J96odE^BQ7=Z>%qpQp`g1sZ*E=(-vQ{ zEF5|+((sIt<**#yaz-0jVR=pppB|FJv%^yOQe&x+E^7y*%XFC?7K<%-DNNzbcr?a3 z(s%>^(Q|NdpWeVF1S91 zy=5_)0WOMBJvkQ^K~+ki8njsNt3%6SIn>kr3cajD*ZE3lW@Jec8{i#Ai1W}^eId@m z|HnDqeuZZ0A7`q#2p8ZYY^2}dEAborrnffG26}4s7kxD|x@aRRiSnX1ZG|nc+uj0a z_eL_D#8cj9QXr|GVI?y@@5~ai!)J~7dyYYw-*_w&7H52cFf?^v?g(SHRCL3Gf zqAV$H@{Y6-_DT0Hw?c-|L;u1eI%T}(izxvP@~vDmBtFEy@gcj#gEE;CB9nf8L7p0-PF@?HdHlIXCcu%YhF8bnn8j8Cq z&}^&c&3;VcX)wj}6|CT2Lm`?DGko9isZfxnL1C)zJ13@!pX70VS?**vaWL#=_41GJ*W~+U=!H{7L5PGD>jM|Sumb0fag>iGFb=yjb@dh)BsnDi)<49!3NWx ztPzdZ)zk$up#x5YL+lVM1`pXn;E4DHG9U&@!8dSP^HooFQS0YGcAkCAK4I>Wlb{J} zs_$|do5h;2vhW5 z$bncFn!-Fxfu*=fPL+AI6dzJ5xR{C!;cKi9x6Jn;Tr`HpFblIp1mA~U;Q)4mndV+B z#P{L_e1tnx6Zr$54Y8CWuc_IvoA2gspXI#f>tG!e#gCv3Eua|QQQR`3pd&@Wm%J7J zD#p+@-VVKIH)=R+^P%oQ1QWgD%yqWpyl+WoDUssxLBY1T8WbnTbJ5&ALGk z3swn=iC$cACw$|{k+xV1netm$4SD8L`GQ~ey4U)Wr_w@s+q}b zZw5A&g$zbkHR*z6aNRB z*a_UGpK)p2M7!B;HVmrb9=#l8-hmtR8~4jP6ag)%BV~(?{DRod_wb7FF;;>~Fw5+Y z@zBkPhj{3Yt9gvB)#G}m^`oMy0z@eHm`d=UC;@|L3oi#1VLIIu*}MZzqVZG?{ubq- zJZ#r{+F`IrlTDxrG>3(_5Sznonk;(5MsWcPsx)|q3+TdK+ktJ&Dk53eT)G@0o9ZiF zj8CbNenxdMN4trBu$>KulXQqpfQfJ)o@ig9XDKkSxB(|Ikjn9b=mi%wDOu}7XI>0? zP;n>@zi3A{jW@+)jc91dl2~u%#X?%`_pqU`i^XY`I>1bNLUZ9HJIPA&ZghzSDapIZ zQKC9|!9BBXJXjc5g~w?&y2EQhbWps#Pu9V@8ujrPc~&;T-{mElj5lO6Y>o^0P5Fbp zk+;RR7_407PdE4SkFhHjQ(f^O{{+wa{bGB-r`B}qwtA)3;2Lc1S%a;j+Uq%x1%1h5 z{wb?b1!E}H3XF30m{0gk^SL(zi~1S|Pu7(%4X5K4RZMJA8`al%%5mL9G3_a~sENKa zs)CVdq!^Xqlyhs5~ zxEW~{HiM)`lKwMfpd+Y`T;c0(7Na@70yH>KIBx_apyJ{A;*AYtnvNMM9jfcAVg^zm zwez)f%F4QC1od_*nGt59ubvY~LDa)nT2_$D18d4cG$JZh#?ldAEX7bMqM$0;16QU( zL9Rn|g2tH9`t!xko)|%b9PKa-D&Z7%N*8`6^6mA-&qqA-=A#QH-}Bz&-v$lDYy6;D zOO;h$o854%8N*fwEHVzNeiYy-O>Y9nnl%a(r%%jeCqZ9hInzf`zSqWO?RLNNwzrpy zqDD$cJF(izvYx6(8r_`X_`o|3*9DBnBGv?~?kgcmi0vv?lo6e*qbfn{QXVk@U5rOt zNNWscI$xnBrYlE`#y31&{mVyTs^=i>BJjP!GwOR713%gO#3_CU^Pru2&aU9!@R5yBEEu3SpKJi>-JW%yM=c$KauH6mq;9#9GnD&Q$+E zd(SfSA>`5{xJHxZSm1Pmb(4$WXSNcWP%0lsUHMAP)#>XZ+=j;(f>IyjrI&aM4vWM5 z8s674@&-K6n(r$9DSF0sizhl4cA-tsRXdT+x^01hbWQGfoBhg&0aRRPz7bR*Xe8}} ze3>ZrK@RNKIG{h>1$$v6y^wohIQ^x)$Pe%XT$8(DA}yp-Z}Vhjm86zCCt!d$1O2s= zI*+U51eI&v<9n&T=8!h90e5OG>I_l#x8kDaj|<`%j)HuAgD&U$XtwqNp%h9Jz{NyZ z$b)GzglR806E-@TP(dfOqdcCv$$6Slmg|vdPTy&bZAYzi7JQ`D#`T5`X%&2{u?p(b z3Z1zY$;bSzMk8vZw{P+Kg7AEe~Yf#pLHR>@QaNQB8qDlnNE9+gK!YW z(M+qc7)M{x1UdpoAji1~n>GK=^p!PiEWqO&i4tr1Eez%<{wcwJ^l3yICf*HtV*hJD zvx^i=F@`vuizPfvc*i1(y;9vDM; z!_X5E!};BS=f((r*XZoIZ4BajBhCiIM-Ad@i{Cef@K&Me{EvX1o^@Vf!I|>3tb^NPQjph3e&WQ|VaEE-aILqk)tQahulgf8z4$yCkKJ{@ z-6*efPdh$Iw&S)vCE$>efVozGxy3gNpQx7RHj!!HvG1v4MjV+&O`S>>>ne)ZwKGS1 zs@*(_vUD96qhgvXN0~?Yd^6TQ>91z@HpUpoL)VM*cs|Gq_zM>qd&MX_!+vc@3Uh*_ zO%6>6Z{ftsU<#%a_P560+9A!gZ{t4W4jwjsG;ZTrF(hD@(Kq0X*cmiA=s1?ME7~V< zSAoCv_};|ZxZfxfJX?*&X=)rUR&}g*+A|AFiP8ZBaR@%(7tFzUz-*@Pxsh68uH!4T zBG$GS$e#LH_vQ;_H$GjS7D?Vu`5Nix_u*S=A+}qVI&5y&KBbas#Cw6m+X3(!R1@aX z$5aygh}ski(K;KvPrXD4wBTVdScF3*EC3ZT9M)==x(b_!540=2M2%nuCc_f#V^d(2 z+=?BbBNXM`V4n34HHG;&9=2H%U?nd`&(#7wwrBN>AK|S^zw(9pc~_@}umJkX1R5h7 z(@LZ>xDS`;lHPk4?r03K&V&ZxIB!Aj#e%#b zkJODL$3A?SOwisXL8HpszB;z{Tr$#l0>)$9Tii5iU=947Z;}gqHTBx3e2JVVNAX0R zC+-`A`CwiXcglL`H@~p6_)5DKetsUT6VmmOuXrL1$M@hp7@_;s>O1TtwrUUB z4m!Y2{8Zn9b3kW@RnUySg;a`^UDYeh7tf4;jgfqm zb{}KGOH&}6=5SZ{6h+9zd^${rCFV=sg*9R`SZ8)q=l8#08EeT}GdJzmg`pnh?wD z8v+cSa}+9k18>*~F~^DwNmpy z?vq{_WfYc0jW8q9@N)|tjS#7Hjo4^oWy|dyY@=ssh(=dAOqPE8{;U+1)~y9k)$6V+ zER9RGKTMag_&6jED`FR3z^sEwSO+KZa^|tXtM&oj6%X)eb=CVNPFHi(6r75M#7EXV zoQIPAN6~y8Zs1C+rjOM!D~-MfF5Z|Q(slWTb|9m@)y)9An&oKcQQ7cd0eM$dbc)Lo zvZCQ&IFFHD{D0`Brix8;9x}vMx(MA>qB&Vygo`jXaJooSm!Pl8rdT_hQq4a!%et5s zcnPM9-(f5D)cfDz4~-ASF4zNKS|e$+_CW_>npVrnP!H!*Z_U~^oY2gHPK+lxaDlIo z_}NTREma}sjP1VVy)7Hy6#k3M;A40%o#Ll?3Y(SGSw2f`R%=w0P66GmYGQyjz*>kS z*g3WtR?rR5GavmzL71MYnKF$>Y9}8F<>{2i=sirtex5|!F1Jg!|4KWD4#s=ZeTo%%0*}O08Hs7e1AixLJ}y8* zYz)p0%fiPh3$rj;tiqMJLbp{K)jg~9XSWL>-3Z)+40OfnnRg5>vMbCE@rQMi8=NoA zBB9^uzLosK{8S^FlI33CTqjvJlLrGMr~uW{c`3muC{2nq17(EimyQz^Qp6#h`>KZc zWf7->&!hL6RMaskKnCeld{`ck=VWJd75~cq0PCA8cnZ46leNuXND`%ipsMH(;EN<9WeJm=I1YYARfQGs)DuS&3{V3K|T1^|HtFI+%>tWP*9f{=iAcKB|{`#JTtqO=~Q! z$M#}9cK5igqi8SYSU1%z)j&+KR$v3MLO+A<{yZyDr|>c20A9fySjpzGe7uf#=r&ud zz1cNjTF1HOQ@@_8VLTM=x9=JX>*YHr@aWm@MFqiB0%I{)d*8A;2gQMut}^7AOq`*a zDoL|c2G-I2IGm)%>O)wI+~9`b?p3yfkF;jw%ABB2?bQ${_CsUGRA1=iRaZ39Il)nf z;72$PPgIJzlYax7_(tAAE`TJRVOB#H#EZ6Ks!kH_|L}f=bTLY8S9x%S^1#iF55dI) zjVt8#M@72*Gu?t)@C*H-mpz;kJk3dvC3p}9Vtpf8y3FL>uY)aQJdeP!)?BBOR_t&r zfK_yTM_@dU(`ap!;X|#Wva8=^vRGN12V)qP*W(n5m3SYy)hdB5pFML*;|ST0`OST5 zjyxf*;|8M$3uf10GW<`?qzlGk^_P&uzUT6j1Bs!@y@rjs7lj#@uB+yc)wfp!LhKloWUhjXRUcYUx;UT#$;1QgqL)sDM z!d`M6U{UVJVX_n!^TgvW--l)&vkf*kQ?Lc5Vv=4iyiwVR%e;liz07nQ83I89?RzAu)dd;B6?sJ~NPEY@4|FV$-3sWf$lsH z(_tvM{V>SK;ryw)M#J>ES6HXuBrJaWU!1-|OCAbIT=$%`=O+wzd@_LdFh*I$vA^7H z#b69xcQTA9Y+=M2BLYK=dBJJU$Hsa8cg~rjHFzDK6g7pP2%W=kh0cv!&L;-eHS3zo zcy+U)naMMGtod2wZ2l^$q*>Ig78qG*m$}Y+gP$}vdoPERkk6A{YlxW|Wtv&Qal)+-=MpAbCAcME^f zZs7vg0+&K@{bW77i)vZaNd23OKXc#H959zp}@EPqookq1(T%37xB zrBSpJkD{HmA~aS~kMDPf(c)Spchiz)FfXFHXb6vWYdpYhYK*#NV$|TaEKSYORE|{0 z^a1kNGuJD2-*^pg;63{Q@4=AAaCvlq=`(5m59N`J`ZZNhv=mR};k2F>!e6*fiu(2~ z_z!Fn_u-hxWx4FO@sz!RmomM9T*Jvf*580a9UdG1!U6jp`%~l@7Jo0^LZs&0Nh8xw z9ZK?>dNHxU+6d)6>ApiyU9=DvV6s@xHnJOV1B%)=U>n1L-{3CH7bC-=`7j^ zcCBGoVXC+e&T%W)87LCcM_h!D3=sXrd058ILk|1H8pp=7-7t*3)2Fa6*>dYB9EJAc zI4odGDR zjHg$;HF!-)4PKbW(EeHsjhE#F|Du3D*yPZw;yFBrzw=pP>=a+Py1HHl?qu`DRk#YB zjrFXxaT!*!+F~D!Vgp!$ND?)C6WO-l9D6(6!W%*+PxN$j<%&Uey1m|v!+(NfaBE~a zvqrE$T?BYE^Cz{Vdz^8Rjx>t-R;vlVRqEKV<~$9ry4rKFBOww7iBgz|Hh3Uam=MZ2 zyi;$p!|GG=lw6<>$WAs@o2cC<+t___pQyZ$u0o0{nCmcKKd*Pj9(YSsvRdFL;7}ZX z;yZYGNQ2j+0#txoycX1gQd&KjY}AM4xDuPfIt=j@RXaf$^%7Q6uV5B@E@`A@!!10Z z4RjSz_hAP}4$6c~s3FsIoDx_W_F#KhgR70!S~F+{+l&p^5?aAR_kFR3e+vDuKbD2L z?lkDFg{V)xC#`WtU8oxQBd);uT4QJo4dEUiXw1b{i*X6}&XWp4tqZxE4@5yhw+wwL%los%$(p0)pi?kZk zh4MP#o+SQ-JDC^f+r!em<;?Gchr2tteKdyGHh+ggqK#*qoYOmD3v8D3V%y+^{y|+1 z%V4Qwie8Ixu?kkea>!um)=Fq7Ru(Y1v=S1xQ*w~A+|Pz$p}7G+go z%b^il1x?r~cwVkKG|_$w6ZqDaz9I zjieJ**-xYeT}M`FCFyihkxxN`kHfm^6*hoGvfj!Vr3wjzYf5!;fc@dQ5t+(<2?=6B zEKVQEO0cr-&)GR;vvNnNqf{hIl@NMEsj1|Uo(hNVN^R0t8KS%)qm_POflgk)5ap55 znha8=NG2;Y$vfqh(gJ=VL*;S($y0c#43p$3cj&PE+Ev*@3|vtxqaZ63VCY<0`F_z_ zfisw+RrkgCCTll?MknpU+c7)wPw&@3J2AnPt!>56Vw!99f@VhEw<>D~!tPkxtlM^G z!Hj};#a;2MeMfwbcSK%9RZF)kU|)Ydd}Mwv>SKLeEHdpU{;F0MUKf4js@h`zYTpyR zF(9y_)f0qq5%>@BiZ6t{c%Uzkns zgG|%>nK(n##d`SKJnav)%G=HHgujqgF|GpRb!5$+j;TUnj ztd7$}b*zpHL>*i%oabp^*SDKsV>~EEmF$Us+d>oC6uS+!!4HYHS7>8#9L@-R6w=E- zO@!OwwiWRtey$kkpDV_csELDQx^33N-%KmwH*>DI7k@YYmU+}1C9gMH9P*@KBQe;- zkVI@Q649ZH=ql+L6NNQ{eHbk9V+Au5L-Xswm}zF3L9(?gyo0B>2$8kA=I!vJcq$+P z8w)?FMh`2q=zZk~+#}PqSIQ&ufW9KR_!0zi3eu4vXq=I;>LgYZ>OwDSXc;V%<GHpVT1@B!>14>qq*Nfg}|Pyi<;=56NNtll-G>SH2B(M8ZpLb!@Mw z+1{Gk*KrrD_^@txPQKZLq9g7X2jqJ?ERKm%)+K4Zd*UV06OW0*az1p#C&oL~3ZST& z6m>Js%=Sd$2y>BX_!pa5A{CjHZk-X`FeP-&)pBvpm57MvH0Cxi;%{WL8(uc18>UO%F?x6Q&t#x3Hz>a|< zRfiMwEA6?#!ebyY^FT}rv@e)+i12t>oc{lx{H=G_IXFEhiI^Sin=b4 z_-e_kmGWJuC6tcjf|Pb+lt4O3@sjP3LnbTpaG(~1Kg&73MAVjZ@?3!sE5Yi7*Zr6L z`^A2dW_@Xmw6d(=z|G>dc{8{u))E<_Fc!ub$!t#yexwLSM-{?CIMQ6KG=lx)IN1$9 z;|*zr{#73Fdn!_uXdp;o@_;9jL^4b71Z^OZB#`Fdw4GX4c%Y?`bn;Xi4OPij-jaNz z6?v#n75&Ix&<+#%7W^64;~`u~7Ljiy-;u>+8EHlLlM1AVcy5-5*7^W_h{zUQXg3=0_Ct98HqQ< zAyxxZu@i~IJ3IulSx;7m?IUfK4O+O^&xz5W*X9~LQ_oPvJ&f%%kBLqCb8(WKBHz>N zWDXm|meb+vG|5y4vs1+3Bw0XDk`0oL|D^-nNIHt9bTz3@W5p6VCJQAC$UAjD`9?CI zB+(=2L+v_DMd@s1>`KI7{z6I4Cj$~q&N)`Ib;TZh(D4a$P~VW+{OyD0$oBz z^4s{m9OosZ0c}a5VU-YFc zU$d$98TO1gJRpt|d_d;A-;(#_9aVt92cm$20@}K~5CmSRz$MO_A2Fc#~>p}31zCgr+ z1E^EU8B&u^!@)F;Wb-1BMk7d^{w<4?BN0g=<-Ca`V`Pjp0Ll`#Ts4A3K`^O9L&zvL z31dhtXsV}}f2a##ArNc38pd{*i_H-*6k3}Td}-PooFmoX5DYR>;f5#;=Y7f0LjQ~1 zXUC*vdQEcK@AQcr-7D%H^&xXc=>sJIQX~cH=e6_fZ*q+umSeS9yTlG#uh=`1$MV#7 zEJSDUr}k7GXBLJ_W)f_`5^^-Mlui)FMzL2~pt3@#20Imv{!ZG$Y2{PWT}dG`$zf$S zxu|qkddT!6DNioKGx$pxp!}iyN9n9Ah22VfNjqhUdy=11u03|`vY)_7@dUOS(_9ZA zF6a>J8xbmU-N#)G%)!tfz67R^1&xgZo$1VA<6)*c9!5!qs}0mITv_1g@SB*fc7=b9 zWm-p1MQy5)$5&t@xNNkAwouU398_0BSb%k)4g_mct>Jh;D)S7Oj9+0*aHs*Zv4+g! zwF`VIR)^{kp*io|p&C?`?J1ZEzw&e$A*90_J{;3!nQ9e>B$&aIA;!A~w_-bRB7j7- z2V|;0*gwK-?^@_#t%vpSi{6eo<^R~Fw`Fdz9s*>n*vIRmg?JDRqMKl>wG}o(wp6>l zW!eG#ST@UIJ=j>Q8!ILTuzoDuI046DE}O&-%6RbvILu*3;TX(j$K;;lu+O@y-`2aa z01+U@_#cEG(PKRuU;`Xfo9gpmF3iiX#jxp6kbMmyY=t^mTE@xXmlpD8b07?aT72QLFB!-24|aME>L8|Uf(sP3@3SVu$(6qB^ZA4LtUjj>P{2XJTAL_>R?j?s{T z*Ubt1xjsimD7uybmqn6{)S9|y@isDQYlX>>4DB%qCi4lrb+8JWq^Rz}U>+{Ycub_g z`BR!lKCpM}g;XSpob?qx8)P?VuBT&a}GW)X-nWN~x{e$o|^=m(8M)?593fw4a&Z z$!oN;b?a`(EpwFrl$n7UI8HEoqNswZJxNRu6|kQui)FDqZZXTtyd`duSKlm-iY}OB zofKuQURd3#F7r;fG2$=z6b^?(oOQ-775KY2Wbd&z*{8)5e+Rj}GtRL;!xN&bROH31 z&iR_{NWM1fl&{hY+6C<@xKgB86|5fEs!(<7ntYxn@<|*@TBpP*;i$buvX@ihGyDuo zS(r!V*?H z+bIV{bjDdjWis_Tq<^d5aq{+4W4=c@l93)F}7PxU2nY^#$$mNU-b9eHL@UBOISNbFAkw_$r5t&#BocR+6C3Fr<5+F*OX}qbZ%xy^Fi5LjB z^i*YdECzrHDunVPLaMBMB6uwKfCn6ZX~QE|H=cn`++Rrgrh-ra!X**VoQK2zCzH>1 zm6Tr3K@K5=Vj&){>rj|GEf>_}q2Le(aZ>Tc@p$eA9SrcJDRToHMeMW!u&6K~2&+p^ zSn&Udk*jzJ-y~-9&#)wvgtO8!)wVYCY&jcBKpDv6(;-c2lHyXu_E&$U{~=S1QhEt_ zPbF}#^z8+}=`Av!#=HrylE2z!$yxnzoO<)eW;`TFn#%V+nm59Rm;jAsDh4}+V;4SN zw zW6i}b+G_1Oj`S7Pnn-K%ALUbcggX12N8x1l8A-vXFo@h>xzOD+8`rx|^9f=PxzC5t zC1!tVz56lS*U!LQD*PxknD$nqw%X541lC-$5 zICV&+*GyMP1=G)c{E5BG*unzsFJ)}AjMX;INR^vvZE-Jz^Xeiv=+1#5#$HmN_tEOI zrqb3V;}bU4Sj#%7g^lBSAHBM$PpgQzJcCxFx#;9MB!>*3iTX0B!=K{{sXP$(Vv4L~(7uRTJjn0$hltwYt)KFTj#oZ8&I+k#>R^7sL`i z5J%!6KHA#=p7V;@a?z4U!6=a~XMQ7|D)sn2GZMDx@el{?4advRlPaJgtTdWJOHVTh z4O)r~;1zEux4q;i@sjpP>uVFHv6-sLOlC0;s~6lLxRHAb1ha3Y@|dg6S0}gg`a%ZCrq5~;&D?GxIHH{@}2f_6*G3VG?BsWtEo zRLyg=vPzJv)<%iW^2 z$b7g)zs?_>%A_(G3r=1|j#y=~i;fI#B;rgITMOQialtg-A^GMH(FR66EqxC>fopG+)o2&5$-&dolkT3r&hg8vgNlTC%F^G(Kc2JjBRdagCErWSa2DpXppa?ok>z*YfcmFMPCI82e6`YTpP z9FX}z2rv$U!vuB!J~G0Sr|*XHqM~rN4`n-HF#82|NixKK_#cjX@58ph7T78IC7%wS zFWA8RV>em5^UrWB!73|IbYv^^g0SBk0DefoIP^eRzHj|Vl=L+|xy3ExRgX+IA~*<) zk={ET9slhX&cARbS8Lf#sQRU8YXleV(4DIqE{z zO3Rk&(Tupw^~X18CT6`p5EfE zbpk3IJ;g=&j^2B2z>Ba}ViGGa!mT>$aK1oK#Yy^Ey@=@I9cq4p8g8>zsm^}|6}6M( zFlob1kkxcH>#g1)bJ!SmR<^E^t7JaAMy^Y4kkxFlx=qIX%e7PLefF>F=&ygI-FQtu zNX7L*@|*FRyrQqzzfy%gk^4VT7uN-Wbncg4a3Zx*!V{4u!-$wxI5TncZ zm|QU4Gl1LLYt>P3Z|M8~_WEA-|AspME}Z4R^17lTEh?6f)zFKdrI+Y5U~IPd9ZSnK zTau(mO2Tucqt-?%t*uqP-lFOzeStoKzPGy5V|+VrX4Uj$@g$l=$7>DvEHjBGm?pL8 zTDcZ}hQ8KMdULi0*1$e}Gi-xRGHNu%I%vz*$-Uj!CI}T#zBKWrr&(aKF`GGG26uxR zIFjY*dt_}m+XH39F4z#+Q%0B3Vk>;kcFP&P2lmRS@}+eQS{j?!2DX-6fembexB{zP z&*7%)g?J0^^1lQ9E#AOeNvP)II(5*fO2bTzdS#oL@8PuZNcy%%lE2|skqcMZ1$IrY z=)>YU>!c^EA&%T>HpuERan7Enb)HbZ|dn9&iBifAhi%Gohc1fIDH zOJx}Y!`v(EQgFr&(zf$*aGaMj6s<~re4YvCc}9L*UkxgO$6EoONagvdRGej@0u04r za{D5yij3%^LMytHt#!N%l!G^-0yxop8f=pN4VIDpNU15R$f*A-%z%kF5erJ~p}NLv zscJVE=y*V3;hRu4P+>NmC8~BO;&c3(J&3_5+_QiO}?a0U^U&P z48x-`u6WImn6v=u#2}?f4YdqOBZtr=E1AJ_Xe!BuPe~QlgIt!DtQT2A{~rJV0RR6q znFoASMc2mXoHOOty?09r34zdyfzSy^7Zd{0OF()vB1ohc5v3PVK#8CE50_@($pWZ7SevGzW34X(kT>Ji1rTC%G2u?U}Kyod=bfn~4{nTvB^CY@nj z#0S(?Hd8Id4={=5Xq4ck*KJSx98q*+0Hgl(V=tiX2A+PHv& z-~tYTA#f1~Lyqw(zlpE%5qu2XFvdVXt2c}k4|tZjiT4vBqdjyJi|{cmmFL)5R!p8| zAEBV$#wWChikk(#nzI({9CTp^aU^cTui5v^rySlH_pxg<7s~L7IFjDO-`FL!>^xq;e0EuvD1YOZVxzdp z&caQ0Q(tc@yiT524dd__JI0Q)VR)DgMn~*~{cw$4W7pZ2B8<<;WGsY*(St@j0!?^v z9As1$rG$cl!Y2t9dL+Q3ROLb6Kt~jh5f=tVq=;Qd)afw31+f#ER*$yqwF6Z z^dK3NIKX3lu5{LsJDz37l zxL%xtJouX)vU~8XsO%1h8+aS9h=F_*ls6~QdheXbhkUpw3LDid8;AMj|+(j1y34`z)AB-7l4Bq8?!u!NIJddh$clu6Vls~zHX)x_~FUl8#!>PB` z$LeVfqo6z1ODm8?P!^! z)~d<&37TZDQNL2UH`IQ?TdGFbztFL#&4!{L=0DgjXI7)n?5-5SH%lyz}Gef> zxkvV<-josPLsvrkXj6ES^S0C0XlqpAuNVW2>io6;m1?@K#;fyMe7Nzf9{OK@tqNMcn2n9CbnAUADN2h+ z&H`MBzp43nRF^dItjO`^W8=^weB1g28;LX4uJCcZ;La2SjmGve@nfiP;oJTlzoS1y z^zaWPXZj<=@5y(p(PFf?YyH>0oH(cC48LlTcg4G6m7klKEs{&6+4Dt|Xq#qd#s2^H z$GYC+f9=07is3G2rL)4>5|ikk^zL|>Vs6YvE8AOFprKXMDk%CzmKCezRrCs3ts-3_ zsa}%;5mCl!95KD+foe%7`60f!$ZE53sijGm`TD>i(@x4UbIiZ(x71)>0pAuc@E_eO z@s0gwygc(3UlTaZ2R`!yuMkKGbT@rnn#D~CE#Su!SMr6S9~@pFg->$k`Av@57kARxi<0r1-^S7y6t1Y$4gp7z54eB|dSw;%d<~nb(>%()U^^=tv+=6a(JC)iVGl7~%u~Pce%LzP8++p(-W&U3wz*EE zu{CNKllT)mfg4!}*Xn4ymG#w8;Ht3;&a-&qd?YWvo72@vl}8H|l>a2nFLP5|4*ulc z#ESSk|Ben&1@RfSg`VPT+>QJ3IX(}YLOL{sVU}SOG$fDayw7ybYX>VaPv(m2I9!ju zptTwL(-znQbBrv?qLx+`otIt24zi>xIa=J{0t;9I1wQKsu(pxRE6bXEmsJ{rSc*3{ zx?4T0o<>2u;@9Ivf~9e!EQ4k7O*u-Y^VTv6PX`+F*)d&pWWNB#^&O;9A3DiayJzHL zoQ8@GU|H-TQ!pDRu@#sA=W!BYw@)^GkF6XUqAz#8<;$pr~Z|BQ4c*dQ_ zi<=FxAx`4?vXyz;*x=Q+fY+tTY$B`6y2Hir1o^XACf*Zs{e{*TYpPdKR21EXAzJd!m!E7x!R>@t*hrm-wxX-FgIM8Y2uAIN>iA&)J7?vG^9B z5#K=r6$iC>bBN<7#C35G@8b|fvapvdx0u5rlV8ITa0^Gm8}JY(!dyN@m#I)zjMNe8 ziR>rpsKKJ0ItE|TE;jS%`+lo#V^vM3hA zdBy>2nH|_TD=fWr3QGAF7Es0jJ>J z__Ff4IBnj7Q^M!_0(nklY~k4eMS+RzA9FkFmZFIbe9;9Da@ou&RuvG4HRv4avfxOWQ| zPVN<|W`4|Tn41$Xxh66r8UFoFH7J`XCwKXT5vqM$luDDD2CAVSR=e&(6 z17C0z0QNqn!Wub^gVB**@XpCQayqm$=i(XqlV;;=M6)S;C_XUSn5$qF?6O~{Z{Rw9 z&U)c?ol_NLvAynQ6^l*fDqfL2$70zVtUfEkexh$gC8z?g;t_us?`m#`Db^%9AF;RS^NfEpi|;DTqCV~2oSlHNk*(p)=DSBEwr$ZOp&E^U@pzW_`2_6iet)X ze3Iz#c$sdrk}YK)qo+}xzaR%0wfInDOrX9Ihw(Tg;+BeY-v|#&epn!!)Wq^JRaTO} z(=*;XI@;aEHR3ZpXAfd(Y%9@3{Hb<0WAJF8y>o`&_Yd;BwhTX`dSiK&iFH+q^P=je zP?h4l11qdFe%xPZHaE9A3!L6!sk#pjD8=!xnyjX0!v{_p?_{*&(a2a9C(8<00SjWW zn2)V`##-vA@~!=W5wf>@Nj5cH-X>H+jtsOmGK>@+i@#evc_mD7SISyAf>%?Ad5yqp z=E1~#w-vU;n&vs#1W(JRIGcZ?XH$QzT?@rb3q{qUjsJ=ov4`Q$*j@Hu>u+PW6 zWChtF_6aC7fN%zX0Y?E*Vf7cQD%asJcuTvPKkz&IEauT;RvLR?oGPX&!F|yWtHMIs z%eU~&d>R$Q5ERqdr3LRJN?~u_jtW3!EC>bQQ?*-mu->9}I8+jtWNK$2L26g?P@nNJ zyNB0lH`S1F=s*Jz#}Bimu!rqoOL-FX~g__tHce10joS%X`c9pFXyC@gF zr$6+&lW>`r!hGOPnF%2rpc>2~jB7QP_ITMm; zCe)NY%~Dh=kZBeOl%yT9lRB=Q?y>@X2<54(%*85tE)2xed;>t2a>3?3z-`zK<=81crvV){5g}0DBnzlK5QUa>{(WyYJjDk`!cQ8 zi}Hi!Av}aVS!=eQbz#+U0sMjgKmqRc~Rs*kt76 z8!(W+ra5j5g`rT@{7OxQDe%Di)p!9jFa;*ke(_Khhe^~$&)c%l1Z!dg{i_w_8TM+i zm4CzAnydM5?jg5pDAk<9=kO+>+5BbqSEGo##puX8@<#li?xzDzqoi;B_nck+6eq*j z=$GT=_~(8zqjHJgtN4b&YskmqhPp;4Rn*hw!)?kn>&m^MbKR z_r)c>M;_(TIWfil8w!}qsJfU&@oK(vMck!(^cdnTkKYl;wBtMVlubIz=aH0%QhHnm zXN-|13$qjO4jaYZXQg2htDt-EH2lj(vq$W0HUi#cqw#Gv559n6FqW#pJT?ojKx3K! zHPm|1opM5?;{kC@eH?Sx{1mqHe05L#jL-Aa_!};D`oK1RHKBTBs~kwL(FXU3tYb|~JmQwr4*3NA zru*%rdN)ob?1`;SwW)e|t6A1)>#QF*XXtD^74PojM5GX1Kq=+QqYyxqP^r_`t6T=ik%4Z1;iU4Ivg7qpDSWHnxkzdLng6CU&8cH{ z){*)TV=_c2UO(|1n5`*J@9DZ2t>Sgf9o8DOjFjL;bF91;UL`};EcdRw?cQ~7yH^t* z%g1so9S<&~rBp4noN}!Rf#=i`DjRC3j$1wtA$!dW3Xz_q^uFMrNGI&f(46d`M z2d4)+#jUVg#uZN*Qstz0CF!gHu&b}jQ=*E4-{ zDxZUG!k5KL(cCU$@3y+>SiZ(uTzH|kCsIjtv)V@(}6)X=V1Z zQ8ZYhkSsdhm>h25Em4cqV!hAn_HjLrdU#dCUAzhQF{%;n?yXlRX`($n;Z{<(#3m|i zzYv?LI;*}~)vqS9S5aGaKY3Y^iE2ma6}3DZ$3xt-Kd0pyu-mH~lJ;t1c1P7-esvd>4=n&FIy2852z0S*cPHUWjSlnr>uJN*L5bMm=Kqkv((9qA4+bzT zPgpYRL4tjQ{c*WD$4pffR9`&GO0$P7oxK4ISPS+eoMcTP2xat9vsq<*zTs>ntIc+^ z_t;$4oYjX{b#Hv7JykNzg6`NzevL<<8x?`6=3bhC>F^rXfSKAQ&l9h}vpn6M4#VwO z@mL09*Hdlt1RRGgbQ&_u-u8LePv;?8AD}bzm(7r@5{|F)+;;aN+^0uyM?C?pos3MU zgRCx#@=Y<{1ai#Ym>k}%mBwEFNIjq@+Ce`u^F5TpV8{$68E3`=xGe6&eYh&F3axnI zs(n}8GPRP{iag(Z3=hR4;M~#v&65@n=+@!_Q)CfY%P1!c@j~3ga8KhY)fWc0pmyvaX@72t~A)K{}#_NDc(Uv7XX8)5DL z_(FaLt!S2PNYmvKSO!n<3C>i#`H#kUtAk9X{rowaBfHUP+6mdzf^l;lB&qQV|Q zsVbXRTSWt56|1IGw4@ePCC~Wt!d(pbnH37qE8t z8|4Yv(CSYOttip9KSdcrOWh56&tj1jYY?3;@umDhekr%euQjEEg@R)vU&_w(hTENP zCDgUD=#$8w@{gxUwvvG<9p0C;pR>sb(K%!<72nUo%SZ}yk5cq zW+&`~32LMn{hut;c6%@SFUV1P63SKw=^z~oO;C3NS)uO(y92#cg8fS% z6k9)O9z6-prw?g1#bF2M7}a)Orx-&gz%mR%&GOh(PT?-#``h5&di(D)il*PEjAL zX~s!BiGOG|7=PRM@TPc(H;e~(M?BW^oJk;NK3(0=?;k~%6SVz9T^Dp}J3;a(NRB2} z+7u%zIE6h|w+88?sP{1Sp70dZThaAqNlNnnJ|Quu&4ER9 z2x6Tt%{um<{48Gz@!~dIrWL-lU)QeqtTj_+%K_S_Rfvshnl!9|>%4(_{JhQ=$$Tpn ztA}eC1-Od|Jb^pt;0gN@{R^wiD{u)mihcB{_#4vA-(bDYZl~cp8mvx1U26qgvIkO% zh^mRNp}feIvy9E~n$`tB%Qeth>wt~iAcJf%(wX7bqk?)o1gMBp&MYJY} z!G@9l0{{U3|4exYbXCRo^_(+jX71ek`b#4TJ;Ve^2t@=bA_&r@gkGhDUPVBf5Gewo zNRuKEno

=~0?=5Gf)8p-U5_h7yo(9{zu8eQU3oH*4O#_f0$d?0w%AyT9xu3u6%+ zD(73ZsR(Yh0{xgM^HVA5LpMfIfTAptUR%nW z`WfW#T*x)`3l(9m8{`ScaI9^f(O<5znp1IXNvSkap0SHzI9ra-*$7k=&BL&kDu@+% zIMk(bSP0ViRGLP0uqAIv^LZJ#W(g#?LJ#30UcyQ2iJZ)fvGLd$d$Sm91_Rhi?8CCz zG4>(!W&I5PtNXD&thXtPWrn<~^6CjRfofn|CxbG~XARVPO>l!qZ0;ky~*bV#PI=jx+;x%@I{bt&?4bJiB@QUTK9Jmbs@K;QUeB1>=%!^*|7$nhR z{y;mvMVN_;ak^bs)DXASRC{!wvin>77VCRbnG?AFIl` z*x^~voE6%7;U0#$F({Va(H7j;N z&Bheb-cAuIqP{&9tEv0+fYQ{bIN0DG4aS~+5~Gz8qtO;)Oc}zDTEDsG@!za8yFFhG zj@T$K$Ta>vbmp6&7vBi+5&d~brz#&UtMacQiO+--z8GrpZ{bVd3t9!K{H0zAnees9 zhNSGi1RQ* zq&S1sHhuw4!Z2|PmhO3ihxabrg~|FBoZz?NHf$3& z;F`f2u}19WSK+E@UxhtpG-e#GT~JTV;vb9I{3z_Pdh#Ek3twwS{(<}oCQ>@|QsW`O z$Ag!Tg|F2Fnn@F20$6+`41q^D6#CK-7zyd{#Tyio^_&GzjW2`Vyojo)?%TDMC+s}z zSHFo<;um#|KZFD7I{$}1gJ*D`=fD+lOZ+A7^1J5bJ%>N^V>m6IKo0!P|K?BNHowjv z!C$6+01piwy+NqGMQs#2&3ayjP`P4IRej4(!Y)YXr{EL}5rx$-o&~+_EZ7dCtWD65 z_vPD6dmCJLHp2n=1N;C-w^wFNfu@!jxM4LxUw| zCo>_NE>R{dG*|!?`2tg)rG=*dES2YlxsQ*AVboMj6T7etaQM@CXy#hLuEHbuv^-Np zBWr?aY@KsIRSm^Wwcj;d4N@2N0ObDja+~up4%4l$InH;=>J)c8zJ+~dEyK6n4c8XL z>Qs#iVGSB-O|>HolT@O{lxY<)yc~xgQ4?BaC15@3CqGr=#4^4SbFBO96dT7U+fQ{Z z9ww0^e{LOiezz`*bMBp3)!Od9ZQr+xTbpq+UbMGhk~KgS&9fJig1y8dyOr&7$BRjr zft9^8l`Vqy5S2}rBZup@xQW)#OPNW{unlgdPxVeJ?dqT&(L+53^TbZYs&**u-ZF7m zPke_B#ByvXnu|8VZLPy~xYN$E*W%B%&vIJ{)+KwDP^>(w2))=@mI8-Z8vE76{^tg- z*jRI_JUE;UV?$XX%&P{$XHe5H^Jo|iyIFPI#dfmo26I?AjA!H7JA4ca;a|vNTUkrC z*z_M`rC1Ux&YH3YhF5YT8@Pr9>bl}(kcZGe5ajVPjMwod=~DXhm_oW-K1*6&vwfUg z7d>~xQ+$ed#1nji@vbmwbDIYPBz@5@^34-1t+8ScE)|VDKZ`W~ZtD&<@SMT##aTRy zKfI}rxcA_J$a1zr5}%4k{EF&I1EG<3iPe&N(i1GM>YJV1Ze@yo(A(s#6nH37Ag^;x zkcomE$Yqb=7CdGpc!-6YQ+dn>6|oafDjC)2uw@2KPACJun( z;#0Vd?dVgugW%4_b>cX7g>uvty25cRN9AaE9)%)ys9 z(ma!E$tBOA5I2v5r4-Mf+J*QQnhCQEI?3L0zG1M1aETT}W!}PY;a65c@uT6xEOR3E z!*4K9%;(4KIefN3CozZ5MV zzKvzE7nQ}5c)}`+6)@YsQC7r?xJ#0@10Nta>S#OepeR)`EG5rbJ$lE=9l4bZ!B#Wzwt@>F04~`;H+8yf8dxn zs4_kCT+vuxjU#$rMt=U&!Lv0PoAiG|Rb5^<0;9XEg{r7-f}X@Q)sb z!ws6bOPZOlGxJ_45Bkevf^*5NLb5Z2hR^_aB^*i{WCa{Z>rMTmxvIIRuq){5;h%>g z^tR{Yd_1o{@HO?_u(#nh%)(E_0I>~=SzB-mCRkhXe;9{WWF}S-Rm58Xuk^^mUd1i$ zlCK4KA(z_rS}u~WJV!l$iyPvOxNhCFo?(v2#Sor~m-xteg|DpF_|!QeCVKAR9lVV{ zS*OK4)A9x+4@wum=7iYwnJGDM%1dM>R{s^R#J~72zBG3u=WnuY9-UYAi1P7*GQise z{M^q2{~zL{pBIv`(#uO|FR$R$T=RrC`K3ve!}IB6m%|b9JI5ZfzGfB!*mE`wqG2-2#vL%7J;b?e9;*a9U>cjo)U-*#CowFtSjrxwt@x+78>0UWpZvf^k8LK8CIHgV}mImZOCIXat%>~A|MY$=oW8S zrG`P2=q^8k2CxX17@yP--V>Q-RdTqWw%~Eu2D0!s*&hDG8My)1U~91oXQ@6ojW@w~ zSSt#^dzc?SFq{?xhlI@@`cCPAGE*OP^>7UcY>Y{e@dj}+Av_p$&0`Kla3FmSpHQOJ zlOp(PqYWmSdBw5{%+KCqOJOE^8y2vSjK{0TX0k7!5v$JXLuL5fxT|68Gq&Dbd6m7* zx|rD|vPLYy~W zo|QPI4uPL<@I%9m-evWLCoh&68rE))P9^IriuFndplWTh4mNSzzeud zEV1^9(qUKeDqaxJ@j2eH?uzS9F&)X@kriYM-9~Q?{OB#po65!p8(rOGQ9eR1btUqe zvX(9?8@o!o{PNENFY%c;;)zZ476up1v>*HLzVAru$YCIUJ5#4DJTQoF$LOTsCS*Yx<9XumC!s@e#lcrtay!6dAR(7Ut_cRO?H#r zVkaS*+t5k|jE)b3w!#mEFaUlGq6Ny%VNcj4JRlD9JNPI69S`B}cpL7pJ0|ASXt&X7 zH`reWU&)e&OXI`cW%DF;PAV7Z8yBnl#-+tn3w#hLq({e957Z3od@m&sr7H(Mj_K|x zEN)OIJSzss;yj6}&_@_yB|>9Ngam_lNH*wbCCc3#siz(;3eW+Q58A+1y88K7?lZU%lVcP&t{ z#MMB5-CsWoJPi!d%VSr@?kzD{#|GELPShC&b7IG8J2)lQ4qCx6`ajsFWd%p;vD#%? zc6^%>t;%HuqGP)iVX>o=zcS3*BhWsuEv~rU7+lIDp`&q_d-+zoh?=V#iewk*R?_5q z`Apo0W%?uMJ3f~`vyMOq(MrUrLvJ+mVY7Ef%!xPvO~if}>Y8r!`!7&iR1?*8mN>4S z!c%zV{H*W5UU3Hwh(~Zvy?|%xHK1jYu~z7{q%<-ECwiJuD@rl?Esa82bEzzcpU^Nr+f4H_P`B_4|0h>*zgd7Jh?Y;g7f;h3JJHFvU2&u9!{#>OL64c{=1IVq=*g z1NIBZg@dY!=xf&(0p&KWD3>iyn9O@p41+4Z0nmcVs!Mni|1myh7zv(>OB8eF@gv~T z--y}1vnH3GGniyl>F@lScnSM-Hos%sY)Sp!N~EX*@EPxGd`A!N7e7Fny$>>YYvc0E ztNu_Q!_`*$l7DG(;s$dDzoW`93adgjled0%Qsi+xQ#RtOpcz+U4W#SIu#yVsAut3+ zn$e^~f8)HWQ-WT>SMZS>RaLPEHoBPqFdwVV!ExUqu}z)lN5nmm!(W-X-h*8JQoII+ zxja`V$zOi$?Tw%e%SC=9*Bj>bF&(RO949&f-G z$w<$7{M|JktDEy(o37(u#>>3+6yWKy8ZXCR(_FdRxV3RG#(0|y8U?^dQZ5dK4m1E# zsiDyj`BrHM=;Is4hGw(h}TVfaeK>jUjV^Di_Rji76-NkXGv!7n5pyzSK zZoY~);vdWF&i&w@SkZ(28@|lQgU$~WP+O?A(Q(ailar>`Q-)JUSJ9a?%=3|T%9X;$ z=$i7s9dr0%H3?E=226p&VwUI(Ig~B)!#jps^FU#^#_NivCeB;Jez{+6#!Z+j>(K@5 z1DB2S59RaIR;2Ez`lxI0mHNT>w_9)zPN^qwO5an*R5rf{urHpx6L|c%tWk;k8-(AV0=$!UTOA_KVPa=n!T)_YHGJQe8V7 zE6Fsgo3)=eg>=qoko5<)S2JAAOf(edFV$GN3_@7?1{M~!3(9=7-xH4;0&m+@WEqOa zS~SI)Ad_)|ER8ed6MMSsLf_i8sJ9G7XXu<4!NKyhRT00JWw8hSW|hVx)*M;Jc=9qh zU1l1OSqa^~hS(6VN=px-PwAA^l}a0r(U!WJwY*80Fdrs3FJP6gimMIZrgylW28!}j zIaJq|y|vAg1GoH-#bd)9e~EwaqS0ApoIQ4HvBoI*@%jTiVxDX1O6GTV82+t-@4dk~ zs~)|D3C3G{u()jL%J;^JdrS#4&RVM{G!%#7XDS_|>@V?durVcIW9lP6pk?+hc&Uqf zD)Ag@!`t!vVg{AuqoJtb@x?5hxmgiiGEg8ehQ`n;mV;wiNEtlgoq2zwL74G1pW`|# zXy$*`IJdv~GFB5V!TYd?tz)}+JbcPiahzf3MzW6C??r=hU3U@=SrM5Zy=$xypRfo@&Rrzt+K-1tWm}W2&X22X6DwjZA z{vE85TVOj3<>~w@KHcD;$pU`06L!Ln_QxXheq}%8TJ!lXzRP*cb9jz$+X4kf+9vU# zk~-vj(WX#egD{Qn*hv(LU-|-AR#ulO6osKulHRgUs(U)u+<%Xs5f4mkMew=iT-Osu z+p0)RpwK^Bov1s1h=Aoxa2{{M1>+q2 zY63q)6AZW4fXNsuEUN`npf>a|h2G~q68~CXfaZ&6u8EU*umC307;yL)!}U>eHZ8?` zCeM586W2l}cwr11$G(FsIEtfKI$L90c7Aw-^H@PZNN3OaBcoC4LoI{K!NGbH zwbYFxQ}s$}s#gbA(f`m)lV>%x&~x46X$bXlKej%j?(QM6QPEDM@7R@kOD%(|?WWL&O+IjP|v8MQ{_$0mS3s5nirVuuI zZ}VH~3BRGPsq@Zlb=kS0esy*`-J(+M_w5RH8c*X#vJdaguUOaJZJbkq7V@6= zlHC=5q9gKaio;m$whue2{HvYaMwQj~UJU*nyrlo8d3hTZTH#siIi!b2&5I5FXK~%N zU)8rqV}^;zX|599@t9~YQW+RDtT!4bt1*Uw`(bC#4%$hb@fXUK(*j@9Ihp33Bpb?t zRNks6tH^LX<|>Lsu{e&Em#iA@(s&@;r!NwTvpQC~zOdRtsQ`2y=o#bAMOL2((HKvG3 z_^pZ(>(yjz=bfvDsS}>hu$vl!SLqtf@m!*-)KoQ7pWq8E%{;!q(S~<&=$U5>j=?D^ z*_-R1Y0l;ubxIuw`+ooc0RR6ynFV-N$JT~ttu-@ywj7I*5C~EzQoMMvVwX~&Kyfeb z5C|^8ixq9TKq(Tmfs)`ZMT)xx4H_gt3IPH|{@LO7&-={G_UtpWs8|Z92;Y-bi&U5~n_jI0`@5}<$N@F^%GiKoi zqmZz&F2o9AAyyW5jTEE0Sc+GSl1??VK2|jw;%oUqlCh4r#4S9lv77&ZRlPZl*625e z`?v7T+;4O>H}lrmTAy!;UZbzs3d4;yc$9a-PI!WM!7kVpCwtb*80&~p*D7O8#c(kd zr($WVfY@jJf?m%Z-x593wZzxB$v2u;#cEg+_sA|h*-B79${(e`qrO*=D&E3dxMhD3 z5)Jh62pP#csxmwqX4kZoU-O?-7k)w&#}52UEQvjMXI>nOVR0;tNvbZ7^jV(&syHhL zu6HW%99WqzwsK-lJ>S`}JkO3%nuS(goT!GXay&*gm3ep_>xtMa9>HGmmsn)n5cfm| zyn#o?M|e$d^xHfYAK;lt^t_^1^tX5i@8F3T?MsDJ_$IJLY!dh3K5P;X-~rr&amEd} z0f+3DkVdcJH6$C)D9Ox#bp15OpW6SxQ^TkKr@@0{s5CI3KR01E6~aH0KJ;QX?nMt~ z<&B+us*q~tG*!Q;U*%xl%2yCa%JG4M_yvB?3t$0k=^H9r$#87#1h|PN77Kdey#S}- zmX*`fT;`KSvc%e(MG0>XZ%z9&y37!f_I{ioeiGqo18%^ZL0f}bX&d?-b?9?r z1+K(Z+P=~a!@mx5sBU5tx@{x&6WegU=WUjX+GqCrs%iUqZL}5%n1Fk%?jA#x^;FZ| zv(eYwN``h61$C$xc;KvPqQ+WXsC#&OYXp_F_R4bpFR6i(-!Un-li#PPo)bms;T7as zryx=AShHYQBRSNpE7N`Z%qkRP=A(hm0DVmj8Ry#()FWbg*d{SZ%?|ErBzSWr_GN3<$RUh95?V5*isWPd`5Gu?5$$d@b2~;mgD&tzF&TgML|Ej5#xfF1^QF88 z--oSOOHW_ki?3JJ{gwF)K9B(vf=)P*Ery@iDZB&WR1vb!0(JqGvN-k|{?692aNNeW zu`scYDq=h(<40MWBB26q6OE0-R9IwpqSOv}CPz|fF@}!7P|@B9_WUJ6y*8KV@T^K< zfEScyl^1O_a-X4ni{G<|3*^r8*00XkBI=tj#SLd}PHu+R5{ITL2V zbcm!W@Dp4$GWdM|TKGX*q;luGmU^sP7M2i>vmSaDR{cwp5s z(sWx!ZVS)8RFB6!;CbilGSO3&CTh!TAq!DcIm_%X%hOl%))^^B%3WqTm?U<1_o!5S zh}T6r*3WWV+*HrSYx});p`NJgAxY{fCIxbt4mlJmKjM4wI?&$CMY-s6&9}0T$s!_Y zrPD!{q*9vh@`f|Y@kpEU=zBhMyc8)DRWjTV>kTfOU?CWXf3f-ePx=lIvM~CKMbQta ztpO(S)%-pj<~K17(x58#q;GKoz2P?RDnj^HT!+idPSBqZG)4iFqhT~m(kpt9Gc{B$ zf_yX^mYY|2V+n-ho{f+b`5%y7Yz24Sno>)O6a#6tY$d3MJmtuWbp}Jrxcp(bII=(r0iZ|9Xkq>6mSbH3fe?T|-fkx0SxGJiM6TB@S2?;P7 zhlo^q$KJ9GmWE%+O8hIFh!K31S&moaJ_00BP`}F!HjI+lPN<=+Vje34i&+XZgm~6S zx9?$@_Q|}yfdC)C)j-X7&6!!{oL2!*K{+AP)-a$3Ce{I`1D%df*8tfoU%^o zDErLHZC-$mrW@rEZ5@Gwc$BQ~wJ==!TL>1BKY9!Crj~=B_?)*!g~xp5uen&0sAq62@1UHK4rj$>iEF%~Ak626dc zwI;$uXlCx?dw6boYvrRk@XVM4In`qDGat*vo=_U4(g&$1QT?F~ixR8}>&!l9$8>+t zdro!nu26UI4i2?D*zwxiN2rUa0*M%;*5P1Jn2rsHtxlqZ-^~=AMQ5==XMqjaL9`R) z{ChA~R91U+ylAeDVo|%Pe>d*LUHB3%16i+<)^xTARp%Z=^ggZC_~rZsd?d*}tY zB4eny*a6#MJM7S;$pQ3I4%e&POf04|uz;$I;$j#LrQJ|U?1oVkOV_NGbU{DuJh@r- zBCRy~n0H`>xC4LEPHJOZfM&)DItS;VfssgwMED&<;6oV1p0Z+an6-w#SO?ZgQv_nz zWA7Wj-8N6eh9?F!GymX**YYOt1a5iB zyFco3?rmzPdf@xp{@}~z?2Jq^UQwE{Ez+Zqhh<}&xZ~&iqi>IW&e&y-%CggbNDt|p z@!#N7+Gjr|mm~H)Bc0N|-u97Tv`- zaS<*-g1%=b-36CpbeskYW}bp26i4n|1BGj^7a`g+mo0~y_=HyL9QXo9@Im~Q8U=6g zknyX1L!`qs-7bi~;UL|BtD1G%RxiRD>Ib#?TH(%PZ|I{LW8c;Jpg*MGV;l-YAw9Ey zjU!+X50`DtBRmecSPLG}ilW4O{*W)#vl<6W;5AS3C;JX&Sp3D^Xh!aJ%5 z^)<`&-e&9o9pDIdhT~fG^nf1lEx&`wqB|c9r^Qeh4u6ZDyqVFQH{)+rahbqpLT(+& z%Ts^Vm)^^#Y7YG%=8!U%QGW9~r--qTzVN2Wfi#eIfZKM$BkjH0bsP-Q@7bBQ=xE=U zz7!cU+Df$(p*`L7Zp9!U3{fZpCSa0cAfIOv>%IkZ31 zR<>BJ#eQ%rCwFfK&8O3F0!~`j;9H@LW6(|uHMUVl>hIKf{P`T#C(vSj#>>+B#AEz3Y#WzaL@uIGXMT3`3jyy1C7 zFQIezcG|9=)U$?6NyFi?|*1EHtBZX8VI zgLxYE=dmyn0yG&G^0|C6Oon1+y2{A3wG7O_*J2Ee)wc8l&ue{U92Sn%2TB^p@eBSL z--0dS1a8w7)dW^y28CE}XJ_faiYRBNj(;<_nTNa0op59MJR8*QDV^T@)=-7BqpT3bhPAGUA`%PJ}eYbkfn zk8XwL!;nl0@2{P+!Z zw$F=$#sT9w+@_1-7CnWhaDz^Y7w`i9hUc2UwJv_7$Cr?*HJ)3~Kc$ZV+BV%k+sffp zSjX|}>T8(Di*F!Y?8d|LOLag;;Y}h9L*z8bNi(31IoP+17n50Omk~if>8i*pV<8qk z;9JcboeR1`S2(7l_BrecE?2P+wB}E+Js$vrV6f&l72ty3rlHs$FL5RpP_T5>$#AWb z-TvPeV{E4kzMY0+Y3ZJ;0;Z@5Q?aI=_p@}CX2>VHR{IW~(AS~?e6RC^4PS`d62bj@ zBr@22NM{BX77jRC*~H;1dSK<@hp+-)pl;$$v0dEIZ}%OKhW$DURF~Ok8o2a;0T81} za+2`A*;2KK(IP8v13R#k-tLgeQT-V^!$~a9d%{iZ3mMK0+pQhAoNhVNk&={-Uy43O zyY0}Hm13*dX4*`1Fsq0qS0Ox-+jYd<81j$(hh2^GsUT2J~g$!9AA3nn8coUyuFSZFYmX{?m)CgYK*+n~pu$AsE2U!$6j% zt0JYMLNBPgA#?1bVy`$Tj%x1VJv=IQt0ZlikMVQw1zq8v#;bTelNNy#Y#F$NlkK^= zm#XlPngO@gKP=q#03YBfk%H&NN;?hz&Ll})Rw=rI-R*siPsHkwN8%+Ws~A>~PI2UW zFkEYld*T*GLq4N7+`u021N>(G0Q;~#eDrqJYvI#=J4#)_ZQ>CQfSY14bmz}?&iDu4 zX-2|3Ob>PMkA{`1A2i|pza#kIdur>T2yS-MrKFTgjJ4KvuS;Fy9KGUOX z@7kdT8B{XJp;|$;f^4cKtH3FY<-7Pi9w#2b34Rz92J;{?z(XI|2lkvku=jebj&4*O zKn37mrqGY{P!@qV>;PLDTw4Z7A;-$m?7aOC)v(4powPj^W2M;wR+24bNvt<3quW{Z zV3>{!8(BfzrJr7wPp132cF18qVV%(j`QjPAL;C;G{FW5PBbK*5P zgco5Co`o0efz}+U?7#dH%&;4Rsairq+g)XMZrvHai^qklP8-Q3aGl@ehNvV4T07vO z+y&g}NbA9E4o%~hRw|PqNPDYA6ZDb1<}B{$tqCv#B569zgxA(g-RGn-I_iDz)H5dN z8ax+__QqT*d@r0RMuB8|(4>4E{p77z=oAN*&$PG2HtIjN2j3OAO^VMEe z1hYUE2+3rW@g+s+T$K+)v=)wpARz#Cg>C@X5QIvuS4ZibF2Rob)Ti^D)~O%2iMD=vd5Y|n5z3!R!t^rKijUK9}K_a1V)fYedd{DwwAeq z_c*i767<$rf;!3)E!3OHe;x~2; zD&S;o6T`4RJYr#Tg^rT-#a(ufb<(r>RLAfKG}Ti9b3kRRg9~{+$OkV(DcEk7gK}_( z7F$L6M|&OrXl>xdsW#Q6dURG+6)l|{TDuZG&QDB)Uj&!OXxi{hQ5u%86x=AC3m z-j8pTm2rZnjDMqj-rmhG+ikHO?&96>B7bk6WfV<*y|;v%^fe<~zt zU3Zy&){450oeV9_@^*5j@^i;z*g=IcQMKm9@Q^Br<#4sUrCj|PX|I*bq^m<~d#rEU$u-cumY|PUNTLNV^_ZFdL(3G{^OP6QATMg{84X(0N^>2&0V1E9y9p#Rw>d z`vWn?FIGl~-^+}3AsanGAq{DnY)G$i)}cI}+ke<`XIT!M+qO2qv zn2}UUeq)By2w!^We5ZjNY38E=W<9yjH`mFd)l^NeiSiMIPaQVQ=FJk-j7FqpboV@VogX(Wx%Z6tk=UVFdR zeQn4?&!97wrb-lzLyZKuuH(!@cnpL&b$lu(f}kQrKmlyTyU{XUGBaNG#^qERdf;dd zfcy+i)KTFUw$#=Ca5d3dElYT+QB^u@F9Xi_B8=n{EruuJUlUIp)u1Cs~rZ z${w!*DjONkRnT7)CpN(}=EFMdl-0&M#D8&WJ1s&&bq#og z{i(BdjI0g!v_8H|Gvy-L2v%c?JdF!Q8C~1{3<+iyE5B1kjL-ajBGQ;cr{QByozEM|#OPL3ED)SLp+OT%lIm`7#lzX_?gdOGuYQSffs;%&IrvIfbswP_w4wkevJGrA%Y(nly=**Wq1LzvqH!xNVlns?EYP~=r7o)eU@nPl z6I)LeaW~t=++UAILusvk9^gBD-BvM?V%cyu07kM{_7-BYs61c}1gp`~&-k z1$3tT3?5){_>3x0b6Cr6^POxD`#%5x0RR6?nFX9y#T)PEiJ3X^#&)p4A|NRZOCtzK zhb!Hkf;31=NJxY5M?mS6mKJs;B_&is1SA)PmEK+Q&RM*ld-;B5&Uw#S&O7hS6TfFp zl1LIG!IHbhF0oq-fWJurVXJ5fKM0Q&ut{t*ch-wW&=^{qPg}(me2H`T-II=qj?$6YxU7spKg5|9Fl18* zY<>X%Vl+iS6qKSMnQLGn0)l1%&+wIagjet~J{5Q2BtI7(_u-Zqi&;De%zJf!!Dy@nC6pGKKA@Ycs$ zi;B2Y9)Y{!tZ8+u&GaXviho5JnhOiWm*Ta^CwhtZL=I6|R1mqKFmw~8Le1&tea& zh4pRNso)Yk6RaY?$L-N(je<)YNl7@|{A4|6c&QJxhAa+pYdA2VbzK2~@Uu#*Qieuqb|3gZLZ8{YO`>(^_ za2_tgC1+3gdo&9sLXbwlVD>qkpd%FGnX;=qfF0l%9>OGS2QDwg(lSDRtd>x2Xh&J0 zD26}?6r-Zbf*|_w8UHSy!(+4dX7%AAq>B_xg=g@{*z+^qr5^v^wT6rINIVgb3@LD( z(lFGDG9C~LVUPpMunSRWfimN<(e#*~t8%EZtnQ)&OclN88&OP@foLcpItUa>Xpv0> z#NuFgr>!$KqD4fEtmyPKW4n&+d8r=9C*;rkL=K}wyvOjb9Ca=4!MV@sIM<>5O~fm*{x<6$OdkmpZF#R>60aMTSkLS8j~eHPEimu5~hN^tO` zd?GyVKnk3tfB6kQh8xDA4&hDX;}_tOxB>g{w(Fx_5Omku}(kMS6b*)S3{`1!T*urzof zc0m6?)$q0U$iNTw#6X3Zjdq`+o9qibF>t`%7}ym!Ygdao$wdpUwpZK5VHjj1#?rELGr zUoFfH9$m=-3nDQF<1h$8sKD=&cPyvMaR5TlHSseflYJ(VUlDsCg}d=(5kV_OMS5mz zeT%3sM#+z$x0o+#$)nsdaFmbm6_a18VI5k8C*U)+nhwEYEGCz$7IHa8*)5<2bg?r; zy2udE;Eh>>e=r^22$$lir^;p4dONP?R%!t(gIb}7z^5nCEIJ8`Xt3Nxz-@X0zvx?ZNk60KhUWGa*hc4J6J0dcdYV#Tr#ww} zp|5=d4%1A19o}&RuE6*55Zy3yb_;GBPSPa%F8mIw=w9HexqB6Mi$Wp^>){-TTdjbAEJNEM z31(Aknd*4YPByD`&3Np7^2Txlrs#vd1F+HRLa{PLHl~%3!Eg8*w;`>DEhfh%%EQhA zYUxJ$LRGY??yF$s;&N&VU$MWyq1aCk#}S#l;KzXhdSv#gxIuRc&cGR%UEZ;C_)ha; zyNo`~-ckC1m1R5Hd1E5X3wQx5{g2@>JOM8@K7s@Kp_z|0^09Ra7SagWPG2=69;Z9o zE94Pld0y7P4n1w}c#Lkr7IS5!z8)AaH&J2t2CS8vWjFT>oi+1*7ux#I(*t;5R^uY2 z!ajYL?!%vSMqa0L@;7->KLd|+!)f<{d~H-aV-1|fQ}~41AKb3)Tb=zCvAe$lKC_1NaQ+ZIl2m0J!!_ONSRK8; zukl~+9c$sAsy2GeW*t(;9KGiccIUEp&CHzD!(Pi%;A@DbsgQ+AsEzt-cwa5x$>!Q* z*z5R6(P$WIoxa0kc3BD2a7VPAG;6CMS%Q*^Ii(VmHPgxe)ZmepX4i#RXJFNasrM z6_$rDur%zzmm)~l>8!qM)LK=m1lN%9*h|JicUovC$t2a5!etp}8}y}Jz?y12;c|$qr&rS!nlJm>SLqrZ@uLcIZp+3n&S#ZVvmpmfhOY1v9EE?WB$m(*@UHw4 zZ2E>HXbMb$WoB-daxs;IavBvf2l7x|8i!-49aS+AwmUbbh4|7M?Tm$SJj!UibUZDa z7`>VZpBSD}Lo?1FVQVH`%vlfG0R?0q8bTk*{g5b2=|%DkE!3WuEH{4fT&8IwCXg7I znAve`BU~-Zld!_~)GL6#ZYs%{6;1DdX608`m>}27RR(@4Ng_;Z!z`9OO4#foZ zk}~8y`z5@D2QuAQc^WL0kFW)Qss5t(sIE9cW9W{rr0k)W*h}mpdKa(aCHx8AF?JYj zPvLmG9+tH0n^w}ktLo$bt@kebwG#fw&;;Vcfcdu0Xtwmoy;QqYkQJi zUiZWvSXKANQJ7(m#6h8>acpRsJqlUIM8pM;g|5_V^eo(`7vUm2Z~D{0`tnM2U0K<` z4x7lexE33kzOe*rnKRe95UeTh>CM4!@mrjar$R^hdg_-UfAAmtVPKo;&jYvu9=6CD ztFyU1WEq)P7Ie!NYQ$p9w@)&HQYkYg*vLTnge;Mnab{d10MT%E_79;XaSU@lGII=q=it9mcnhW zMp>*Sumq}7UTbefSqvaZ~izV2&N|JG-aR6IN(% z^w?=%;$GMbFLF=ZW`B-XIZ^Kk48#FA5PuDPrl0U59*pgEf7}xog!kFYLW6M-9uNG( z9rR$l%joZ~{K47kh^mH@c_3FrZ?^jStD5Ln)mYg7IMLJ;P4T+Pkw^KEQAq7@l%2%+ z^#N{+g#sNhiN^&hT4A^-YXD1IA()%P(9bFQjQy+0P|0BzVKZ%}OHkY7{KfL`%&dOI z0=j1y7L!+fihitJfS?kpdw=p)xCb*8@D(`G7Cx@-!PjR37x!oFLbsOAi zs<`Ip>K51n`-Z$xYq$y4uoH1PFJ~_k%rh1+-}uQg^XavJJ)cy|{WVP#aBXE*cekm} z_>%R?iSxJO5AcXp2Fu{?%-U#)S|0klwNxeGLUlP@x!t%VmcpLA(aMi;!TgxWrh4KC z%pHD;mg(KnQ!Y#Vuj!2zEKssypXE5rCdnbQ$!o~}5n-~QM;3D{$Rh)7tTNn8RSFGp ztGUfhuBl;u$sx|6Z^mwNf8ccgN^WF+|7QM?yV(^&5^wTP* zd1bU6uTO*w#4Fqb!+eY67g5oHGq_xy!&UM(oFBVgdhB*bMPD~@>7kje2l%JFE`PV4 zpvPmpDQ`;eY)j~EbG$9@x-aA_`NHr9U*jvh61Z)p%70}#reOv?kuUHCK9{e|ohPzF z#7}ZSXi4WoXF4v|G19AZV`QAW1C;J0-&!Z&fAlT=Di^7Fsyi=LrLipbWpBL_@H2k5 zPSaE&EQAwOVLa|@ZWZDpT$KCz3h;tJG&WEP9ES;sL2)~FmlFc5}e7;Y@} zZb%`VtlDx>v&y}=GuEwDLm;Zb%w%xS!&1NM)8pjyS&HtHdl?J0;qO=MPXK3r(!#UyKw zwGX=KD@L1Lw7#MP;8Dky3^nBhC&{SMN^%_S2TLC`iuN$Hl*izh@uzH zaJ;*Si$w0_I31@`*M|OiUyju2z>f8%@L2tN>zsq4pt1Waw zjEY{#(_k9Rfb+b})CWtTIxT}usu`jD0UUV<8kp8lPNx*BnVe0>pqujn*HF<$zj+#N zl2e!SpzGghO;)YA2)5x?To^wJ7RGwPV%V9FSUao_umJw%thWl`CTpn5hfA$QZpMXh zlKKEYz`~epb>!k$0XrHcR}MF+!JJ@!<<`gVO`c3NE0JXEJl5pE`nj9yLD*A2=0PR~ z4#cTZ-{|o;4j20-;_lE%7-8&h8pg{EF5^qKZ}KU7AlCAA)g65UainjlUZ&UU*{H(u z$*gjl&L#Kid01G^!#(CP24G+J~{ZYgX$8`3ZSE~%x?<$sOfzg$b!uk@#bW@&$N$b zo_kliU{^fJ+SeUBs6DXC7@eRoY>-!d(U*8OL{5CBw;TE%E<| z-Q;nno?L|u=?>!o|;E3jERhVE#KlD_jl_l&Wv~j%hk9B*I`!weDu`lY5gsp(xv71xEPmY(m!kk#)Y~ve{i-A$O#yb z-{=WAF_QwpP`N;d$w?S4BV`dMMizJG==jinc+gmXYZFaQ+o$am<1;t8FMg`~VxLU< zn$Ji1c&1(E*9Z9scQTec)%NW7YrBBXZ8Uh!@H0lWUEmA6)BcMu8OBA|Rb#C>!J;M- zm4*v+R;(rB89bk=Wa{&-=>3lly1u=@t)d6OeWUDRDVE|*-ILq2?L6C5KVI9#c_=r{ zgqbkiR7j0vV`u_RVQ*jqHiJ#3y`XQgF4Tok-fLn>2k2;+C4a@9uuArVo`yeggRIWI z;gD>}17HBO=6`Sy42G`!1*GC#Ou_p&7#i^<^zuP(lNH)q%V-9-QZ8G^= zO4AvTMiy=giNg;#*8Q5Vm|A){*TZ`Ft;xYB++?0>*D?Bbp)CXL@BlkT3!OA7wV*!1 zT}(XaY_v`?cd~_EYcyk;o1n|<@`0L0QGLe`)HIj$z_6}v(5{N(d90}ys-nkNTotR} zNZt`y2`l1G)!OaqPBj%pb@a4awaoh_%NToFfaSt2>cv>cR6lDBpU4zlT_(sX{*Bm1 zZo-YY37>~Hc8bfQvXL_vf6_~@B zhCyb{DbU#DvIf3ESP-wl=T3W5v3KM;BAXcRE690#&*_SrqMy=JO3^9$m*8W1NN3&0 zbW`8e&*`#zS3jeB`fvBXPIX_>3pyWuR<{jap!2jr4|ji~KLQ!Cz4T7nMY|1!-9dT} z4bpq*VqhC(bvMuk+7@W88|oH1(%nLxvmBu%`cE26!}8x$b)3O8h{^?;XJt)#6tQ-7 zgq}>3Xc~2oEU4$uY^oZVLD_Y7J)M4Vvgj4gWST-z=5Hc&m|o(<=;Y9E=t$O5dI1dy zd~a&M@=iQX%G?bNVly2DTY03(J$va5e~DW9jGs=z?!KN-hhJepjfZIaE68DwhnXBj zStu(_g{elB4D`(~93!x2N`i^P^>!C;X6|y{ z%G^agPPZY&aFUMFWytSdfj#sWT!KI0nrS2DZ%|gA;xoQ4)qH4da@aV-ES?ON?I@Z7 zp6BPJ`A~xT>i3|QItI5y9+AhsZmrWZDLq1JE5LdTrNuo|18E@LQ+L#Dwa&l7--BX8 zdsA)aFLm6%gf`=3JOM}XI;5ET#)rjKI~5MGhK{DL{1D2?N`XF*%W5v0LL(Dn&f2?V zANU(@VITNBbC>)w_JUlpq#Q!KtdaDywI8a<18`35!2PO?l$=gW(c6c4Vl4N2YygX} z4m5MtVFRlmcY@9)ElIXAmxc8-6>CB*n1!Fhr|^=4;SW6_#MU>k8zbQImOhd3`j7vI94m>2fIH)5UlP83&* zhOk3+hG3bYpbRQak`9y8xeSJ=x6RY5y_*JxpuQ8eP;#kTMLqtOw zDxQhQqQ6PeOC$C>iJ`rmRF$fVhlYfnRx6{E)JG8q)IrsO@|YOVo|08NYD={vYFl9H z1DhV0sJ<0;YqY={3OHmJ1l!{Or6$n2T z+!}1I8msy$FXg2T!Nx%(Wg`inQ2z%20RR6)nFoAN*ZarM^E~IAJH9JBkytf@5P~4~ zDxp7nkJ`IdrL;=yEw-{?CuH19a_uO+n z&*!-jB&_(LJ9t3-j{8EEtIDop*vXu$^0g;_Jk$+BFLYqXoXQ} zor{(S{7>)q6{BJlN#4L{+HUQ%DpO_3@;!Ffp*nQjszVk1zS5PcTi_7gDzI9?GSowt zqjJ<+m#2HVPlvh``A}E4lbzH#&9Y^b}_JL)oS724DN;|B6A-O1=DW^lJ zmes~x%L=7X3Zas^p_Q8|>WbRAH-aYl+PhZ;LJBlSrAN!pLl&{|vWxPTZLuY;tG16Wuw4$#K4p_MxEO)kfsX z6S&(w%8KZpTD)a2ONjS%uvVaI4v;lz&zs{Yk_f+?!igQPuE9!I+GSftZ(p~@>-4g?@riJxIE;d zo*^&kS+cjwEBcD(V!Wu0(fGM6t9D}mL{J!R7F)$22vliQ4G*eA3TdZWWZc7ekDxIy zj@f2?W88-e>bh}R{RuZ+FAZB8!cWAC5qOiLOn(fjC|)UV%fF@tDpT+3Je%l3vnVcnjBD z&w2ZdUc*E6nzs?&P+7<<3p zYhq1Il!>xBR>vyL8Xbopsi#ZJFkIyg!x-7sEGa{C_uR>kS6nZ4K+r<2xt}XGGGZMQUy;>-+5f4 z&SMqVe09~c4-?c1yS&P!(!GU^4RVpJfxGn(dD;F{PBJ4fH|AkVU@JLJNAtUCFQagq zIa`;(ZnCfZQVx^VaFec#T|K#6;jRQ3hwJrlS-?t>jj#cx_??mcu!+&dcq(7W(fH2t z*ducNV1%jZn1tWqLM*Sg8MAOEt~93NXk!$P!bBWte8<|cRHTSwVvQ%r`o$2&3LWC9 zKqIVXI>i^O9gP^_3!z|Y;jU}d(P3`GhvaqFF%Lrp97ZK!jyVy}QamiiCv-}m!uoOu zB*0hDUM4^mZo?oMBtvC>Sx|O`L)ZsSVP!eh^M&4FRi|a}k<#XQt3IWI!$#N&QED(n zs%+RZS-U#<;;nc+&)rzJ(1}(9-fN%-SzlVo?y*)oT}YIMQQ!i9$cuAutXPPC zFj*{vBvAopi0L8@ilslLAC_zeD<{Rhw$lcpdInmKIulbSxDMDMB%Bn{rz&s^BYNxyem2K0m8i zm?TMW%+ zS)(`h!R4&7m5sibVfDwSvWGDghjD*y$Q$x2{75?^0f%B&j$5oaqrbZi_hKk!*>lW7x`f-r zFn!f}px(nDu8Xq0G052MF3N3Xa7**Bs4Avvs0ed2hI@*rdEBzo+U%TGTiVIk$J0U0 z^c^wEsA#@AKZnCcX|)I)%JKHFk&IEQjlI(-uIBSzGXI5hrlCCtcNoqYXWf+IdI59T zIBYDy(#qM7R8mpEs=W)l z`|ZSC%vL5H*I`?=9yeebqs>*gnt9|~fh)MJ6}SvPRm(6)O*6Kd->tx2eZx(jWDoy;&Q#cOpN45l5tzZ+_rA?VP?48>Bit`5aeEGJv*I2k9Gn4P5& zvQ<~bwZ7r zM%~tvDTY8@_6;4y6ljILL@#lY<75f+z+A`>-NZbYA!gD-Q3aNYm#|W-6y4yU$V&rN zHXRX1nfZ_m`Q&ABM?R+a;w`*KA_9W4MqbwPN-{s|NMH^@Tnb}Zx(-i;Lnb{JNANF^ zjo0xSp1>#KDm)es#A%o&k|@MT;8pXjF~EAOvpx6pSXUHB{3E)c>vP#lPqI_Ir6iB1 z8zdlUk7-J`wxvR!4mV9!nPNIz=9R1ba$z{O&;x9L^v76TR7T2RekZ|LTsrS&upP>K zMP*?*%I>Ob%Ys-Cd&_v)Ku$58*c#5naHI_5H|X3|P#4k`7BVf=XrTEYE=Ds!@(Xt$ z24HEOTZT(Fd!4e{d9FV;HoKYSWvrZNPqJfW1UkKP+AG7?qqPsK**4$()^POEPloFN z8O)w6K>K8%j5PD>YPJt6n+3E73u!;BVfqI>qgSv`Ew!%E6Sz!|c>e;`b!EeD+D+MT z9k$ar^(*`eY3{yCTPNWJ^nkDM1@@yvY{wDjv{(qUAqm3iJ$t^U@PmkzXP~c0gQ-PUeh91l50=k6FTWDC?iFE_aoPpz#G0dbUE;uQI+QBd1j^P(w^3NYSUrskTppU zcQ^8V67bq}BJ_xVmU$nym@8eQ{2#L?Ywx{|TiFdwHZS3gz@Js3xl$GKW_t3NgIJ&X zc)pG3?`fv~F`B8v#!&ZAR<@<$qA|lbM2+QAyN>OVbFAg+G~I_M@RZr9GU+$?P91Wm zP*LL-_)IlZ6U?KsH%Gh>S|U?q7(4K>MjO>YF5$cE=*@hip29|{wD8qEa9rBH;4z-{* z<5tHgjWw-|Jcd2t1wK@o!o1P6MfUcslbhrPqX5l;t?~(t#fI#N+lpnTNxjv2I~KFy zxwt{q?E5OjJ;B{7*T9el)G9pEQ_9njKBGE*pP*@b1B8696#K4!t=GnD^^cn8e?h&3 zyYztec$$j6qO&Mr4bdNr+xU+jCjy};R^<^q>AIytR4rZ5%*(SjTn9=EKs* zFoM+(c8>F*qdqJbz(P1K%h3Y(4i3o_n668kkL7KvdGK;Lt+&EzV>Ru>U*QqIqnVUn zo)^F9G#G=IL}8VNr{TVE%6-v7mBlc~F!DlGtcF8m0L(CIP4CRoF~b;A@WHRbUC$RV`o@uEI=D7bqgLunTm709Nnb;ILYq zz*G2^R%07z3r?8^sWJ~Oh8SAN<$rnxYzhjtrm6doX1!2PsT0qi%c6*^f|F$je)4IV zWxbWd4e5)tXW);Roo}RPL2!&;FSQvj+t=++%^B)2ru)rP&0OcPjQ3|X-n@vHu(K3VYuDgc!6hJJ?&v~B>`A_>G>y0a{9xjZ@%Yu^wI3t!WLcg*DKE zn$VAWH3+p7#u|_84BU<#a@Jf&*n`J-zGY%J*oilEd;UfKatpTSYeBLDEXQWhO{HTy zXvd?!2{-dzU-la*Jlm$R^BT!-cDni$qC_k2QO_A_>3Zs2PaTXKc2nyr=?Bi!!BdUO z<$QnmLif`H)ZM^7vI559KzY}UjgB3O?jVs%+nX1epEL!y}vtI2#= znX_bnEMtc7YP)V^8Jn$b>LgvE^~M9Z3#VB5{@_f|;cs|CPW_6@pD@^Ra?18rin`9K zKZZ5`EOQ=4sdIdEnLT<3-!pi`e8D;ATH_CR27fT;)pOWry?~c+!uSguven1!efpEz zJ}-8Og>spgi5V~-rf`^@gaXEh$>8Djna;Cip*RK?;BzCL=gmO*GoFA<5;wMpox6z^$x8v+rWvYwaVl*>G2&f@y z@H5AV`p^(F;kqb|gM`BkF;JWrM?_a~SafF>)>rfsCqxgXr|82+eMKD@AO?#p=+7C` zeUZSwqBndkzF~$lBSoU{!%1QabBvP2L?#p0$jxF5Wr+NoN58~OF&s*$Ofd%b>l?ft zUx+PwI5oxQ7zvT^qjc&7p5u8S92!w0Du7u;0Bt~$zle*V3->XL zM><2a=Xcdzbm4q-r^pa(`FI5PZ~*6W1H}PKlV#ag>=xy49qkbps4Kpe)A5S9B6jkd zblzq*|MKl{kY~;Dp#bY&&Mo0T{xx6VS@Q{AQj^S$YKz|voE)~^lZ9D$ zBp@Aov)1-fxy%UjX}~62W}LG|;b_kO)>+r(Ak3DHjX^jVo$^W!#X7jqQxE6Jxv~My zlZ!*f$eOrM@6{8e+p2{QzvzjwHXhWqae_?o)W^9pS$>8N^%&=S)kry5{+{!#CRNAc zPr4jB^pr6egJoGc%43Qy%X=}nT-UK+uNHbQqwhfUChHt^m?-llQXJjfZ)L4H${sF9jPS+EbXz-81oE54LHs^IKa+nUGG#!@9@8v?npsCXN zemou~K$xBg6L~vRjt7g+XfDqAQr2=g0}NWs(SJI-fEb+wiX=^xV_~9{G!DkXIKHc# zK2PiDF6-tI{#DK|N+ln7VU8#Wm9QG6fFCCEDt(Au;jO5Hw?!Hb5f0TcLG)v#8OiHn zv$k5=^|Zh5}U!I_>}5mDYKSQL~o`vl4?3mHJZBf`np4I zIZY)g#|;&e-QY1T!N$;psbo1h`;YjFQn5Znhz251lz{@gcE1qySlfDu!o2DyLmg39 z#N+=&6ddPk$643f%J-~_28p>y%Q7Y%4t3)eU zE7poAT*o=yYPcY_<71IVkHs?Fz_WZju7)G5q%)xr?qmJQ6gznIdU6J|NpzqUA|6u3 zD{w|-ljsRscpP?%J))O7A!^W47>cXlm^vp`!8x%OE{d&iO)EOJE4pqFS`k422M=Ne}hc)C7w`Gi-+c>JrczTC0t^ zw~CZK;Uqdv@+_8@rQ}iU!98^9)!c_9nhRCv46LTT?7!}C#*?Lvs;6*;&a3Hy!UajF}Xl)c~t_JUqe zQTBy?aGA6BL13vEaOlAM`Zafx*LQoKD;|k>{ z<|nL3(`5nZN%_IS4b_zoe2@#mI1=SyzO+M(&e#^mQ6(6LRbjjt!#WYo@#1sbC7rTG zUREWz*WdC;H{p0z5=ub_ECqMf$8CGQdlY-x&x}~TgQ`Kg`C3+I*V@5T3O36v8Fq^M_#@SeX z-Y>44vrcIM*>s1#;}(YL2G9_0QgY7Ug;<{{AG_EsxL;@LpRpyhgb(zNoLnQ79j(Js z-ZqCflx}XNXk(Na2bFp3s={h>B-Vhv^j_m8j&y@0Fa;$ zI0io8Xc&{DVGdKIqi17bx-mumqY~jYmyi6*cXu^z;4SDqN$d5bc|1 z++n4-3N2Jx#0c*ytE|W+vgBFOggxFz29`3RW||r=;M+cBJ=5JJh=^ zU%LNPno2=NkWnKz(D>1wMqkpwpckHD{=;dIJ)l60r!nU{i*!TkVAat*t&2FroNxAb zZ4DW0p29)qaI>9jhIs|A;%xIO*Y|Q*VSeRm+GVz+sVahFV;nZ2Fz7BbL^9Rp_Ys06s1JMH z=Ik>sh$zv9%Xluk*n3ZfFYya8ipxcDNu;sMek?|C+kbLwea-PWi!&F8e0UdEPz)++ zhzG=6IL2djT>L*L#7Qv-&#>dX%%1xWyY3?PA^BRo5${1Dz$ve$V6jsdnYA^#<$m#4ak{}O7&~oW~f7@d?XQsnaS>E!HO%uSA z<10+A6?=z?;3mg+Ook|(ht^ByOHwQC{I`1nl%~Vd`Eue=jULHm@K`Q~`t(#bpyd#2 z&eQYR1-+JT)!F{p{Fc_5&X?*kYA3{~UF@MA=mgphmDFx_Vy|_aax#A>_uuADF;*B! zI0I)JlW<|q-v0pr0RR6)m$NR_kd7hcs+4k+%IF55lIK4(l&f(P4i58KI7WIf0 zPK_FZXh8(gONcInh<1pJoE9QDPK^>=^!lGY`Mv(%_iLV+o!yz;@9sP^pJyiHxB4W^ z%ctQqEWp?6u{?$ki<*p4{7bxH7jzQ2%XgT_8}XwNSM?>{GCVd=hPN|k;Vhi3_!>Vp z3-VY+WA9fuT`>a-^OyQ+T#Y~E5|SHnBlhIm@T%F5rz#4`Uc3+Aftg|V%^`dj4pZqT z{1H?6Me|eMmv6;w>L|nf0Xy&>&U##rYjSDDTkw^*4D0dV%+0t7gYqMu!h>=HZcz8x zn9C-7)4H(Sq54deZG-8Uj$iUacnC*n)vyKifVp%Y78&Q9m+(M;p}(S6@Pb}*-Sn`4 z&{4-2X<%tH#7avW%g9KUhk3BRSyOx{%dt)}3LA;Mm={}$cUU!+AKQvG`f)l=Tlw4G zOu7L%x-C3dTqT!i)!K^%SQ!z^V%Z?i2N4ZeVXV*kiH2;ZEQ}3U!~ZCPjaU;_3`^oT z5s$~sV(7A0mct5I5i6NoG6Ku6F0!+DPd!URRuqfkYWcHWlO?g{qP8f`!Z8Aiu{j<$ zkHC3$9<0FfU^DTND5&~%$)||M#=@<4&vugn1$u;uCdM!ymJ<2dIh-mdL??N+@$>i- zzks{>CEU-i_>N&M>lprynYfsz%42v8-?J9-MLbj09mPu4Tz<&egQNL-va%e)-4U`2 zUAq%MQ+6odjXx{O1%J-XpO|TUsNx6JW+Fd;F8gsGqO~8#@uQ9}ynb+`FF}H}2i;zO z$-UwWxsgwjldTN(Y+uV=JPWh%OIgP=LuTPsyoOulF@6Ixd8V@4-*zQM4BExek&XcV9#)KIjGX2C_#eMM1Ub*fIoMIs$CCWzmSuY7lm^JWP?hnL`k zcp}+m48*`;eF0Czf-si-qj#Z+Y%)v2Lhza|qu$sZe`8f)lJc+_*iiZDBU&$q!l&#R z0{LhHykQpeP&nPtzlC+iBJlG;RDrkl?}VN3LZm}0-j-Knm1fZq_?mu$Z|Jmn6f)r`bmtRjKb(}&`n&pI{uw_3C*g^? z$kSAR%NW5=!3e&FM)T2pH(i7TtB-MrG89+gD$LZc!eRQA2J+7OK}x4=IOTgwXZjsc z$NwpXM{X01opZs#z8GhyNE5@wR^w;mlyS!B>$_=Ga*i9vjU+l{)S<7$H^B^}7S*IN zq6Q_>Yi~QzUigEh>38n{qo<;w7;Y3Nmz8!4k)a*XPT^Kqj@PtZbVzy6E$t+96Qe0h zI|x^`tJ*QRt(}1D+70bfaRP5c94k+Lh($N~z@-c&^BDY{-_mYtXVlgID0a|2?HJzI z?rSG;72hcy!!ytjkPv|(!w6xkFC!p8CNyN>5RVZM0j01Me!%95##9-jp|YCAs;E4P z-ogrc0p`bm!iF$4>qM(|QMidUQ1^C}Ctbom&>Mc#V%5yJQ~MG=z$4m1IH~p5)9|GB zhjv2Ike0w)$j~yh`8-4GiDR)Ai@~mHzH-2XGCYWu`Zv+aN`;~RsSkC?C#rBC6u<;F zQWmEOb$?6Ud7gM1+fsgLPX(YOeWYv*c=N`B zFd%m<$NtAGRs{Z^hFDakWM$uiV$ek1(N4i)x}jayu4#wWIK8Z;Lpo$@7qxkKUOT6K zrPk(c@B^IEPHJo61pJ{!-A(PLc1LkrwLPuA$(t`Thy9^!J)Wi7PLHZ(HK60h5u=4~ zg2*s344)J4jPh;Ccil*)j=ppw-AJT#!}apkBFnqg?kV1-ZQ-e6e!fODUo@f-B7u@} z8R#EQgUx5+iFhp1D2?tpPgFTOG?b)1hD?3BY3t*Z-^};-qAxYsFpv&_aN>^AxqycwN@a-=u5p7XGI%xhcn%Y zH* z-f#i$@nLKPq_NjHl8sUh`x1x4U^Wb%<1iSc@@M!A(;yA{vy1WpKESIy2Xk-;^kKc( zAQ%L5j1OTt?*`qV3v^bLV_jg0Xs%|M=HSu-R$xWuu8RZU3YX*+lE%PfHU^5z?Qlh0 z6F0;T_(}1v7(zQ?AeH4i)zNmy7Te)RI4HIP<4Yk$d<{*-3@A#)XePwbbeIlPp`EIo z2~*fu7^`M{i^jtkRr*$+2ou2}N8M=*Ok|{fK%axlIGD;N!XyZz%iMkbfsn%9RnP1` zcPIE*A*@aK=Djb)W>DQqg^OyoNoE(YH>83=owRfsZ@$EzLc|LI8rghe#+8tm?8~JhhF=qU?_SrPR2++8TZvMnWh==$PZ}NwDjqeWK$D{nZ(kw^$QGQWf;}39(FyaEm0s%v)5m7u$kS%Pb zOAIpTy?{mGA~zYNj{U-?#!RH)6FL?3O0o=|>&Z3^RWsBM<6T;3tS~x@6j7GCiA=jr zuw1YlrHIN@nch~+H?G=MsVems{YBdX?)E)2~+raI1Fpe*`C4r1-J;8AVbYNci;}(gzGBZP{#VSLk#5Fw$Q&^lHBiE_fYc_kEES?2RwcBc4?gs~0 z*}zP()E;0birs;ajkxFnRERPItG(62%TXsW)95Is7#&1AG16!vicn$2#Xub~+K#0U z4OfHqv-{btj0r{$QIX0A%hJEzvb4^tyxQ1heJuybKb_M2p54HlhEs8hS`+u=`okpr z5|`?(kGMyVA}+DMxY3h}ZS^|#KpcpFvjONb5Zmj&7=7_7yUG%6x27NV#g=-ivTlBn zb=3#sAa&g>)?c0b6qD>hI2b=up7>b#__{0Y`kww5yTD4=7uZpjV;y9BSPJg{FQs5ToXWzD+A6QB zXoB%ZJyrf&G*#sVtg%XW#C=)N>d8vuCn6S`h;l3{HxetaqPlo7%zF#A=+bk+*->DV zect{qW|+M@uqRMM>XOdmW%EN0xdC`lyP-oh%-bf2(E0t7{5~!J(Lw;I@kNJFf z$+o~>+IHwoTVM@;tYs?&n!_}FsXYgwwB%-XOLKK+FY}4^((o~BPhg4iL9!Fu2pEZg@aahHQ!PhE+C<1fXL>2?l5T#n?Rk5$3lwSZJi1V1EU4}Dw zO)09Y+7-oREnDf~AMm=C2{*K(a75X3%%DfwHF~X?j6i8yP+kwEs2eYV;SdI&@Q_k_ zBXuv7q%vyGsY$h|9M-2G6j7c&i&jx*eGpcM#p-#A!63?`ua(95S*i;a4TA*G2o8nxINbl31c5aH<-7# zWKH1$l@tT88Vr_Yp%jduqA->RAjqDocUq56#~xN5YYtE2JIt0mB=Y*Y@os#xIYeur z&Cu#-1+`JyV6C+lt&P(LX*0F?T2ZZvdhb7JHMK-788&N^wZD{NS*5Mg+QVAy16Z%^ zz>nc1Zqv4ETeOYZJ+?*b0-LmM5Q8sSVNBy6>6hUyoM#W=Aw1WfX)m=z-kb`7%O~XO z;zBCoa?5dWToi&hsE74231gua)>1YJ`_d>XqqKe|TSZl&3WRZkDn~tL|s@eRp* znBS;_>zp&j{-5q0sjsDr6)ZaNoIjMm`XAv%?ndPmJPUA`cMi@`9@D~{g{66)(3ko=y@FZ64CB+V zu31|}!d=Wt{ItFhz0TkIQcMdh#ih6m&j)vt~W0;9qzDzuZgX9SuC>Qg7 zG84nCy;w@_KzGN?#oc8&faeSB$NhLU(rw>Lwp6`M;Rms$Dxva_rYf@BtfIhubO#^8 zJyL3q`?-m+JcN-D2}9*55r+*}7=)myiUPx7k!V3JC@<{NPl}(7qUvkyqusQJw$lP~ zzj+)K&ZP*r@lkOo4YSCdLo2}wT21TKD0l~4e;SEnur>^kEtQAA8Bt%bM2ukPtVc?z z{chdIJt{5oER&lQDiOk253MZa7uEDMU(n#f<5dB(C}xL? zaFO50Zy4%*`u|fJw&Cg}Tey2V?yiojqXNb)&okVc=azhq59M?(4{>M7d|kH$}m|%x;uY;BRla@@*UqMT#p}c zTb?xs@{YU%WvLjcAjV^bs0-FFELIlFT>2oDXh23r?!zRbc)YFy8g7ckj>6-!54!#?B_DSCy)8>I~&r3Bog zf~x)<<1JB46c%qAK?*5~i6o^Lqv?8Nb8lyFZ6ksr2x5kquY{%#r{VMqZ$X+VaKP&D;^q}vZ9@K+^{^O!MofIcU z_rixGI@43%OsBN@tC$;fcTsAQYirUtQIjk>E_e77JY~b8!}5oPJb9u~7hyL;zlMgr zn-u$(s1xh)v;3F+kNIPM&w9cqMXlpwv~JY%Hj1M$96(ofk?tZBE=o2!VZ zmVS&KX7PGSeLrj9DWdOVAK_`{)t@*w#a+=vY2dm_x%9T`U}RK(>l@Ytn<|oxmbjX2 zWf}5IQ3hv-irAf1#Om0W#aJ6fHLQjuBi6B1EE$urA0_ucOL>RWf^ zPTo;^ty;3SOy=<_QoR9*xLB<&^F2=~)%z=r*0)hQP0(xT-_TO?vKX(%$`l%9YWiz2 zoa#poqMq6Tr5ZH(_?}PVf=Lu{7S7>#PND$eY1pYzB|@ zIe1ytfZ^E5C9l8oSuN~4a}rIW?fyw>yzY)1 zPqWNfrmfF3zx9tLsT*N0M5_OeGlY`-_56Q?J~nTP0o4A#J*|bI-n7n9JMHEACOg0<;%r?v({MJc z9NHbehN0dP%PPh6yBKPmXMHdgyWugm)M%)Ohu=4*$oACL`UVo{UA4x)FPqbIqmf(< zD?}4D$2O;D>=Dah4Jn6N{*_Kc(FM1`ByAl@&|xB+Q)+gH_9@hmeW)oGheK>W&6Q!i zJ~V&`Ba)Zbt8xdz(NyX^55?$D7$QTCK61bdK6qc9ZAj6OAHSlu6bTND)fPa8QVu_8 zYqWbf9NW|Puu(;{31U9KOI7TyvM-JiVR#RE!XTynZ(|x;Prqmb*;qKJ*61Y=&tkBo zidkClLg?=F24M?Zg_l*7a82vUH`6Xs5es{*y#k4is49+UBUwQ;j#lwFrDUcv*Y4m& z;agT%#UV$zyASSz=DNGXo(HQ?iW)N-&cr3!5^b?I78h#cC_*d27X{sz@+Z%R;H=1- z?4)s%O^;j|O!vfwkEUv`|KJlF>JWpW%mz-vl@1% zP>>aoUle#N6dkgo9|vF2OZ^q)Sh{yoRE}9J-#_NV=<>?zYIyR6opSPrudx%O^U-K; z5mC{Irk2KMvWRE3M>i~`KT61YzG==T?85W%lKNiu(rjdh`P#}dEU$_~SNTFr$H)3( zxXjb}EIyB4gE`7~QuNa*0x4wuNar96l*-eyoJ3a9>)`?OE?Y`~qJpEuGNYU5D9+fG)jC?9 z+KVP4A?jOuk2h$Sw!L(zKnLpMw5F!CSY$*bTZ83F{*P}ZU&?bkba0;QVb&LXoi9UaxqQ|>rTX5HL-^0QQ7MtF*p0X5IZFF1QwrsA;EHqJ z*^4#(rtpYzMyj`rQ9w9R>CqFcKYiUJuj$wHSZAs>MH{cBD39N&X4z!D9~%juvvIJ` zJis;^E1;=T7wss(H$i!`ikWS#hqYoAv?RuXXNpU*2~US%d>~&+m*64{(U+*0;RxM; z>o8s)Xk6qEV2X2Fd3bNy23gJyXk<-*aWI(O!^Y+<<6}60FJUYVfJ9r@nyGK-5gIvO zMlU^v?Zz^1d#icFX>H_;u;SwX00030|4f+&oYlk^?{mtO+~l^s+m~IcNS8moEN$s+ z=|w=L*QG2XB27S=G!c;|(pQiwND~2(BGQpAAc9npKS~i66nvA#|9kI#KWB0>nM`IT zlg#hr#?bPlBv~)2NU)AODA>ZTAj`-$Zf+T*;&y;i+g_s-;+o zEyP3BP&5)vMR!q3Z^z<#8}=7FVj_BY%xhw(Keyh9>#(_KENb~LMn{WGEaK*KKM6EY zy>LHw!F{}+KerFaYFHg>7~bP4{$ZTr1f2@_CRfH(tb!|Li|5OZD|?Qp&PsmmceYf0-91f z-Q}gQTJD9Z6dzhj8DgOLg4WYiaS=+|XQ7;Z5jN5XB8%P-siCv5OziMK7q%uO3~)f^ z(NUaVy68h6`&gi2N5=Y&h&gJcJ;2TioP?7wO#A>pzzKM&CyE00DA7~ZS1GE#*acO^ zFp6;p(Fl4bCs3;JD@XmH4?qWT0A|ub=q`@Iz8o5gz3@=}DI1Cc>Hw55cjbcI2pgd{ zPPz^c7?8R3>V=7Yz&Rz3@+5^>N56+{%{pDArrdmhMWPt zp(_6%V%1?hfSsT?m*j5H9gg5pEXv)XkuJuaA(<=cj!=Nh@j2{cTJase4Wj{R40yDo zfm{NgT8>%+r>)agF7AWJtPf!-FpYqkmrram3#6f>t|~bF2!rs_pk=9TT^H+T(xdm*Q{(Tj-O)~BBmvIxggB6cETe} zg$359)+g3{Yo1{%uC=anAJ}3Igj=}H+F@lv87yxY4wbPaxxCHVZgSr>d++mp)5C*S zUpWjXQJhT-|hFuZ2BbMNtBXO6yv^TmajA!3t%io4S7Ak*kO zyCyYG+!yLV1N^U1jPFB#INZ|L+E+H5MZfzd1w?Me(oiKj#CddxE0k^S=Hf&yqmvjJ zG`WxC9;khhYwAaJo0bQwIBooWWm)QCTA3~@$}DFIFXnVyz)kQCcmrON|AAesEw*}D zVe5iPds~C7yq31|St(YORogJyDrUW76}4(wHLU#BA{ogu)E(lc%1u$|e+ZLc01m{h z6oYx`B`V4;6rgr83@+@|=ddo<<87k9Zxx+}Gf>vF-+bS# z;QrhV#K6QEzItMY&x-y#a4C|_*?ifg_w3&So`2VF?5yMWX+Lxp3u!UcRTITG_7nJv z4(cg(XY7Jg>>1(^ek4jb^F(ib6pvtUUDJ6zVVO9A!SHfjBl?}dbv!6u*iHMV&}4rR zUw8U4v_?kx-k?c|({Q!QBbvL--A7`v=;r$?C7);&yv73~r{cclGI{cX5?SouX_bM|P;6~p!ToO{l#$9-bj z=Ifg8S2vwM(T(}%5@oqMkJ1~RS5@BFPO6g%#Kx-j`A6h09w-usQpIC(2T}sbMJ~!- zNx2K3mOIOZ3inG&E_p@%EN53aC(p@3`QC~C%zsiY^*_kl-T$TZIGngQ@pbmxcEI~UP_|K<0~GF^9>7pX15OP z_wiP%uXQ5jw_I-q&hR-yD0!WA z+bTr6agw-W9ip3X-`XsmSr!Ck2xCYDkYPBuW<_}-j=Eh z{>>NN{=Sl;T9gnoKVIU?yvuIr zj>Jdy-~2G}l<)IhzG#0M*kM1FE%;+u&UvnP$UAzitcY{vE?p9r=$TFp`#iiYPQrZJ z?>h{Kd`H0JQ(8dBU?DAx_%H@L$g_bw*io0}dA>YY1bcG2nY}L??G>-oTSx8F-;OXp)1|BzM}h9WwXZC$3pfbIO?lsujFZvi&k=5dQDjNI_j@Bioc<{ zTo8)E-o99Dt8JSW6t4q&Rz%lSD9%gbo=&M3}t z7>BjxxbSva9X&?!7_Nb%*z-qmHN2&Jav3axWwD+AUETw`p^CU5lSMD;MG3-j`%_3L z*&j>manRk`8$Xgx_B~AeW6h+F&=LH&(mGAmIRa&k_GpAJ!)ES{cg@wy@ErYL z916YFd(amK!q3iS{T7deQT|ct9~{i(>=t63I7B~)i|UzE0rqh-EC}gF4OPO0+zN}p z%TNe5aY^WcrJ<*>LQvGu4og4@cm>8$QKMeHoG(n77o{@sO{@fK%~)50p;!exwo?n! zvI3AFX7DU703K6CJk&PYBL<3KrYLR3peHw@6i6{j%%eIEqOml`@V6)fadL-dkp>g6 zHcY__G(gTZig6J(h2Elv*okAsZ*q}1j&JGyP*$B2f8sFcqI#%DX6xB7$mC3ZgqiGl z!(b?nfZ;HRheNhePA?c_j`!tjdIWgH+kT3ob>>Zwm-10jDrJ}ph3Pim;Z@L@-k=Sz zS+0Z(|Cf*;ZpwYI$gD?~@syQ-+hsH-tXtxhqTbqeH@VS3+a z&j{79C&NC~!`^P9h$Z%Uu16#~PzPEIYvDPk(Nx)v_R8DxYoi*bQMNt`v#FCf42R(u zd||bMeP(vw5@YNO?g-gco^n^%6={ylPVVRLK$~TIV^O|yp&|afDxdn0_W9;f@4#Ft zqspjxG?!*m302ZC$2{e)sM%Cfl~Q8@69ctWEwzl6QE|OF_YnR*JcxhOgLyFD3}@>> z{^9&CM@PlllQ}tR9494>W!v`Ius&+& z!N)^A^jx>Jc|ywYe0Qim?Jm(Z!_BxE|KzsfuHi=hcetN_DE}Dl;J>CX>!$tz+}z}u z*=zruyLQxO{|rtx?S9{%8T&B&wtoZ<_5Y*C@T6F22dxdT1?yvRxDt%hUpbxW3&`*5 zNMUh`-;)jKcYeV8ppaXU7MnP42`n+n_Z3}-mcm`0E0>%3kR><3mrz`7rI{weYheEb zAK2I7I;<6|#WnC48@wU1;g){JV6A9>F>F2%g!|MlrjbbDqiCndG{|Y`;4};Gr+pst3WaKeDrp&`kqbjoFTk0v|1Mxi; zbPi$%JwrSXuEf99;;5G5bNowvj_G2)&x?DSh!rNypS%>8nRqh4zlwfWJonx5?Zj`; za=y)JcO{*w|M7i;Tg^N6D;y|_>aXxCETOmIHr$Rw#C9yJ@A-y`>7fHAw%!z)A-rvS zUBD^e9Kh+Km2MxYug8l$I3sk-f6VVXGeYBq#~$=J=HG+k#WDYQQD5)DiDECligP$tw{y;+8$OHU^x2%e4vuFp{Be4% zc!78PMTr+%FUQOGN_)9yaJBI2Ef9DVI%!()an3!RDW3QboAi6!kFE56lkUSQVyf`G z1EyEq^&Ih{?+48o95!*vF~f0Vm7HTZPaH8hcl`(Ov45`d=ZT}{n1?qaNAOS%ABzkA zM8~V~J5zTnJH*BOZ!F@gaW~xWjK5Mc}b5aF6ep+Oyd^-X=W6l<231;GRgMaC`S{{FPg%U-%bp zu9}+djU3vlfhGo)u>-M%>W>Z82D=Xq3G~FCSXjM|Zy3JjtwzgEryne`c1PWyEVYV? zDOO{B=|1KA-M(TElKZ1d$?k3iv!W-+s=;VkFUFyl?3%%Rvc6kL&W$M|3&;o+knMs+ z)+Kui3*x4e5eikLuAh`GK4+>(O-C+uu04x<5;%)30_DI?FP4M&Jr(;3CZ<#>P00ugZo-$IazA{I!2N*TZ;w64%B9GA-vzXs=*nxr8!;qrsw4 z;A0!sz%Hu>ud~)!M|r)~8S-;Mj>UD>7uI@f5G;fRP@U4u3V6aAf>m&rwTs5UcUDI{ zVV$(RuT^W|wAGwW8?OVIep~zSl+)TM)WSxG_H$l>mFCXZhMG_ZW?@5P4WI#>qk7O7 z=HSO>?_;bBXQ{S1J{8lU2~-nvWpnUYhRtB9c@KrTJpYKEhH1(J;0j*F>-Z*I!|#Q+ zmub8=;eQM=WWrhO1AQQm>IWBbTX2iWfI3`*PhxL~R~c{)dx6I?qeZ=KhAGw0ob?93 z1s*qWAhhOz@PbTpjVt)2_UgWczv5eP7vE4rARp~iN%R>f(lkgmmY+U`ma>RRkIS|C zOFfbHLP#y8p97a+7p)OT=_LIIFE~xV!*+Gar1#)~;Yab{|8DQWFLVzMiMw#e@L$-d z&XecOvwwqS>L#pF`^6dBDQ?66I7R=ze^zC>5cW@+0_)8^{l#tG$Ll zfE4-wK7eT^F7URwsI;5}(G*P+U_7`)G!~v=h8hfmO`kh(R~`!Yum|79|Kbqn$-{Xp zya%Jq3>pi{%!Vn31X{%#I6rMRTAa+Y-QSGbB^&?)pb7Vf>t=lWK#!bJcX%-Zw}WFtn%(Y+OGxchc6e63Zn5bw1f2KkvvWzkPsVq}y9E>w%CUalajXOA< zjE;LrKeV&#l5koy$7Ni^#HKYU4oYAmr01yjikOCZAs;-FeU0uf5B;zll!FYc2$i9# zVK{nely4#)qN_9u=iywOh4o<~vWfn`qsovZE12{8n)Awo=Vjs%)dUt`ZIOjf=*4Vp z4lN+d%vq1RW#+kAPttPx=`DY2IFy`u4*E|Rw~QH zg@5rLN`uDo7#*RS&_sIW>q~Eic|~3}y?DV?Dgh&?ka^ax%b{kQj)QadhM3qmPfm=O z0$Y_AM|oefi;Bni$jtElBHPNg9$WXVZM1;;^A)R;6=fZ_OC~qB1H98I8A^+;9tv_E z9k0zY!NCyo-w~;A2G2M@JCCVl@O9@RZB?&1uRCu9FVkh(r8cX&!Tq#PZE{x-_;#;#d$>k4^PeBRd>~&^e5d?59zkbR*%(#pmf>%$e@g8 zbAS`IpC80Mr)Tt+DRa;Hi|#tl=%G=^kDaIL8NJ}K^Goom^C$g9PmMiP_tjr?&v{Dg zbKg|g)EVbK-KW)Y6Laqk-lMy8Uj0TdxSf-J>zq+@g6o}Ibc?n)2h?S%6&!9qjQoh3 z#5KHt&GJ6@8h9)M8>zHF3U<1SoFGAY@T`56q zhRv`AUJ_dXTrb}vAl5-AdP#f@Z&4Ys6L!Ehc*3RW0MCV4hJD6A&kG@yVs$E|8b8e_ zhb-_|X5ztGMpZ0<#gM9(n)y9T-sHx#9GcS_SPd)T3-H?Eu?`N&)h2Jfp$`q9fwT<< z(PsEkmY{uHn6~pw@OYUH@f_IA`%LQbAG+>V@;~S2ywcRSO17hRX53yiwg%dnEBzcu zC+~`X@GRMo8qiF+4C>J`*rdjrH)K$DHyUs*jto_Ec8VLg*4Yvr6HK%tvSQGoSXs&q zP@+tde)3Z_JC@Rnm6jQ9IT=qwW0og*|IP-D6}R)tXiArLBCR7+1%WMB!(~ENIh_9TgtQL{?y{WcZOjmtN=mkIf z7SX$b#WW(|o%c`J>-B%sTso5UKt*%Jv@nL-gyOi4o5W>wX`RgZcztvMF2I?lza?^* zGC{3`F`l+?lN;CJesz^-f$Tt$Q-6gt7So$~USGhfB zg!ji}gfqfn|IK{e!gaY>OdakUQ=jW|pO|$CdBW4pb%yDohU`!^(ULb>{|5j7|Nl&w z2Y6LQu*Y|2X7}`4bJG(-2!s|0E%a)kNC!g+RiuN0)JPYkSBZisp-8U*L7Fr{M3AC@ z5Q>0w1Qd`6g7NJMzW2TF_s#C!J$vsx=j`sxfA)QL2^b8+QqU06p$la3Z`mQ1fV21^ z)=c%3#*I9e&4fAd3!8>F*)4XL9f3TS#~$)@N@s7fD7N2x*C^q1qi^&*iq2HX8Sd{y zF7y07>BsnPl;V7^AJHc`7ipW84Q0HutUOD2O~a59!(}C-sH|$NiwVOQbURU)wTwk{ z(fKfN$5}?VmDM+vQaxj_vZeF|Eu)7{Gh->kT6V@p!7`ez^Y&Vy#xy&j5z5Tm=IqIJMhyB1FBD)1Yk)@nZ3gc0M^2VAC6rMrJZ>QSnvG#CSabFj zd!5&1ec?5Bip2v!7#!iZ*)VpI59Grz%Z`z+%SQB#xmd5{T_(FY3*=AwS-ran&H|_? zDvEc^RnSsoI9tsPumQH4KkIev;5LlVHdlP(LgqoAKS^;T$aEIMj7lR%VJsV zATtW;PV$Mj9DZ+?$8YWPp?dm6-*D}IsI6ySXj*7-Y(q~Gt(f9W$->&_MZ!EOMQo2Z zBs^TpkI9!FPr#ED8xu0Mm!y`A4C$KR6B7z}mdiY=r}ablRxu^EkpEoxx$v(<5&t`u zOVNV5zhaxXki1T`vCZkhP#Hy7R2llf&hfpeUk;?l9}b_d zxj^tZ{v3V+Phf3t9q$0^BrewaTc|ykKT;wsvZni|YKO3mHA_2+`GKC+_o{sai+hWE zkKjDjcNG5$xaCp26h50~(Zr-GfhvKSG@B+DzGuWH=swLClh9tY7hBABqMg{R%J#zJ zdueX3i`!~1zKM3rw?n#bquC*}!Q5beRkDrPXu5O^3Ez5EZ!p`4wj#&;%G_pV2){2w zWQgygcSpBUE4xc5J9>q=!gSluyskA4xwgW5=3QY{4K)&3=1X(=*nC5Di+)ACA|{)! zh_cbc%!KHwqMEoJb~|i?x0)DeRuNUi0JF0AC9JZjtkzeWSn5p^{R{e6cq@yGVQIpp zpXru4CHk3etFKu}R8oDF#Lf~WqW=in;_X`~E&6F#E%8s-NVAq0Vb&BbwG=zOwZur% zrIx5Fc6h4_x9(i1mT<=>MQ57Zyj8@5uuqe!iCx}$Vvje|d>S^U;1}jr%{1?Z-3U9U z?xK>qKPS49c-O3^+SNpFb81o_^AqI>+M6lDEz5{2Q8{5bVQtNHvy@mDR!Wo-=cCfi zxAggTW7$|jWM|VO&@5y|d4Kd=r~R>CQ9tAThz<0wvm{V7Vz!#mXk!MI4@3plgx)0X z#QE#fJiQ71W;dbF^jG{t~#9z zr}B(3UcQR2py|}Y5wa$3Giu;aSzWb9%Gy{%kz-WHVX_9+#9CMvnYmV`V>-50youZ_ z7V}u%lfOIM(iIZ4@Fi}>NB)kU&+zjCs%nezGewMN5>COc;YrxZh{t$r zV^or$Hc!pXc`cpWa)qhj?e%|F}Bzxp(CZiYtC`!hHsP64~p6s z=pC4AceQ?jUto{80$=F+#Z|ZltMzNDtQ!3r%=7##_Ul*0DSfBsF5^XpJwTE^hT=Hl-&K>l#x%ceM?j$YWN>-6mTzbx6)>N z^!<7fr<`+6A4)gJ^Xw01joIy zPd}trbb8PTn#qWbBVZGp%`}!3Wl8KF)1VMcW>eTCMGyFf9`e7~bK!>=G_i!c0Yw=Zfv?C!^^~_mg|RSBuwRuujG6XK z)|s7xW{}Mz#9qEz`I#&1D8Ior!bZ5s+-%@B`;p&aci0d7CR?xiPVh(Uk;*Af;}hnR zr#w;~d&Zvd=j=Iq2zmSwMDvxhHOBEc9?PphH+qe{+~$#BtFkP%rZ}F!6L~F&=L1C{ zC_x%m9)){(6p!THpaQSJ%keq*30CA4dA7a*+Hi+Fl%c#^Ti%K<28Y`7t&qVp_*8KU zPC#|)&HM5`{0#I`^-KEj>oA1Br}Xq5k*Q{D6d$0C;x424AbJX;ILC4P13q5Oqsusc zQ;mC%UXB@|MvYeWP!q$O1ZwCV%-VEGe~;3gYETW{rJA(Hj#d7>sjNgTWDKOy1f?z# zp)hojg`hSiK%620ddo^s9=cNn=s~@epFFSj+Z3xMY=}K({6>wnO8!_e8IBn5!JFE3 zdJnkwiLuvnk6y7a(^WcXT&KZM*S|*v&>IQpgD`h}O_?kMyetHXBifj9*6MWOY!OaY%-~a+8@12fV39V`!xE!VjqyREJFJ@1$6@ zpts6rHp^O2OZB+)cHC?3r{&%$e*zX@DI!XkAGP{ zSH_<6f0X4(KN>t-J$Wj$!vR>5m*!qARjsv5EXF?*(Y!BxB;xsSNRh*#I!~6>`C5Dz zHtO|wJ^mVhRZ*MQ;oI>Mjez%|29H;(w+pjnSD1rd{cpBQT<725=gN!TU^+$MBz}-JhJ$P}pUkJK41KC9 z53vz64|Cu;TMJiN8l7bmVFTaBckoN>5}OBK^Qmx#wZc;@6V9`r*;&>>>B_D2h~>gP z{ug)O!bQwum&7x8iuuTSKK}=vv#0zH9FR}gZz35T9t{=A-Iq3xQhw0Kd&*`sQj~{C z-UuUk6RZqXp$f#RogBj(!akaTouEALQLsxZsJdc7U7mMWJ^i6F9|%{e3cpB|d1bx= zA5%^3j_9JkQJ#NRu%AiRkq!7cyoi@^J~ZYpd4o4nWI?0rHCl&6hY4@<&N!3yOU)`|>kgUAs)SRJ<-nFR{j)z38x z>fJ@^;69@+y43lPeMVW?$Z&OP6uuStOin@vwK%Pp7ai}dF7hl;7o^;LRnYE5raOX}utORiqoptqz} z)WqM+-;Oi-lijS?*5i)MEwb;6tILQB#c*&mPr-VzPIJcZ% z=8RZlb&Tj1c!tH*tk=b+aG08MjW)q%@F-8eSAGTUc^X}Yt1ysz3{%X9pzhFiXzEGR zj?*^ZC2FDFqC=ix&|SM~3?n^qB+ETD*O8%%UjO7W~Mm`S!j&;!r4mypSFaG<^&Z3`*o3-QSR zxAnH6tb_%u(Zr3iNYZq~V*DWt%mbF#O#c9?U>ohLb3aNGM;RZEkaqO^hjjBiQwjSW` zcr`*Nod(2iWaHoi@vVx!UeLM0@9;lap4#0DaUgHu&DM)jbvw-t=z}85*t5gh*hgcl z>F@bsX@IYa-p!Yyhf`_Y)ie=Q&kiX~6I9XtxtWkuR;!4u!&7mgam9BWeo)L6AB!L0 z2xJM@vP38Sk@Jyov#gIqVXL8iL$)#p<33(p?B@+dTQLTA@;Q2($mS)K&(ES+^dVZ3-WvP2zEKD*sHib)}RtRm@jv&iDmChEL%Zw%{$4e(5dZs4Asu{dqfT zPD?~(>c@NXn%1wdMw`Z0(oB9q^U51M7jCMjKg|>HSJ9U`;;VEUN{a{Z7kDXJc%Z0? zKEI2lSWbD!%6t$+%Jt~T*3cSC@Mcg<`PIT;a!W<0aOh+I4X%p1DIW5t>;eACZ%QfR zg+vKnFu1Ppfu%+lQ=YmZ#qbu&KaZjWUQ|WOBwj+%5`uu}&WelsyC(Ok|EPd|9#pzE zTxqOG-T*ht&C<<*E7Cej@a)j`iQ#4zP2zJ^eiw&xc~g0eviTlu29Lp+d}$y_d0=>S?>O?^$oQk4fH!mEn`wD3+r7_OWBkRSRd?F=YeTKsE!uWBb+rRpY(cPwE?| zRmAMW`m!jh&ikuKxg8b1O1Rj&M4<=~Il9exW1AP-`Ss30_@ zbZ@cZ@*{BLt{Z(_o~Thz*j=?E{$%(01-6b)h8_GG+s6;^IdG26g!(G$p9WoVv%2C& zT#H92_1IN^8G|F#Y}tH+S%gxs3)RFL*h~DT?)Nv5t#m*~ahHvyGjcQDXZP6_JO_7$ z#WS!jyUs?cCqKp}va-y!|5Qr%Gfw&fzJT8#p8yuC-egTygB4;4tOy&*l38)qj6GGo z7uDM-!YmfgJj}1g{Hd%a+iPqyHX7?`vCyO`6J!TFRaTX~WGV}=*Z3+nn*XHM=tkp; zcqsDtbu3|ogz4R{MPoF6LE$)!M_{s?!k1F4>haMwNTP1)Z8o7H{114WnmUiH7h;sk z4nN?8A8=g~x=bX*!bY}cW431C=jKR$Mjxhj;04HqcX+K!@G7k_6CqL6 znX(?KI37ZXBcf+5uw#w9u~6d1DCN zr#5ykt-B)E_*TWzp>R*d&!O;;^5`#ms%UFBwuiz{IBDFXK`;o~X@j7n?JCJW+7qQH z?-{PWuRh;4{v_8z{{B#3>j&eFmc}Bh0nAkzvWKsZR#)o}h3x^b*N|QkBusMx=;C8- z5=;WG@QD<2rB>0L0j13awjpA~I&Burf}lt;r$9hVfoTvfra^>=6w%72!c^Grk5c1i zs!?$wR>X<*TAcdiQeAx~%8WHXgo$8_i4f;~PGpV+CdR;M7zsnQ(J)*a38PedBs?;> zshLcS)yBZT1_%)2)Tn&oBHx&x2_c1TJ{3P2*X1rzSH3B`%6-92zTNV^uQw+6o0tQX zE@8d9k$WZwY7LWG}SZTvjXRP+!0^k5zjWLHC+tMTfg}i^MB<6>k)<+`51l|Kk#VV>5p}8m~{#Ur`a_UA;1;sXE8L zT(}<9qr*|_^)^b)eWfQj?rF?hYGoZPIB`nyzdWtk218gEru?mSJM0KO3Z!{<(-G%= z`oVu#KdztFt2mqV7XIdR-EKrf^liSWb_cz^p6ja|Jd2m2$6G(+k9ZOXTF3D?*7Baf zYxu2pRJ&l$(O;tz_Up7d>SKL@q6yuy7wSuurff+|l-g`XPwiGpU#`&)hPLSL`Ba9w z%M98dysB-nZmQq8hQF$(U1j}(d$ez~nbvCUJXVi6tX;=Ln#->^*&B#S5B`b=Rr`PW zP$`ZovAO1AykRa^^VCvn6=)hc95b=E|EU~_T$^axN;TI>R=H2nU9xcTR+#OSGkc)R zUFWx$u{a*r`*z3-EN&i_hvi!7b>{ik;$B=E$O)_pZ|j|G?bh}vE~y!~9e*7UYd7$S zc0?Nza`WB!dUgLFc5`aU%TY))H;&>;?LPlbd?(K13geL2svQ*%cmw}K{+;%ayX9m4 zqjpEl?-e{L&NwPJQo<%x`3fJjl*QmPy)Y)?cY*rybfB?ZW{)#Esr6daKQZ*TKP>Pd zbilI6wJF%1VZG zZ3<3Tql+$*X&}`j3b(>Xi`q_YT?N=y0RK%a^zg}=c+Jr_rIkb^F8#$Dt z%8k_B_>#V)+`z(!Ql5no<9%a&FU(=SQDT%BE%MFnG&DFXe2G}5SR(3JCt;BoVI376 z?9wttMqn8kjXOhWa%Et=os1>0g>+Be7uq|#MX-;Ngh_bcTM7HgB}N*i;YmB&`a#@; z8&FXc4P3NmLKlA)pX@aH`>u+2F!q!+6-`iGg5iR8ITit zSMD;Cp&6Bc60l5fOvNA>I>@2&xH(iNt9D663Zz13N`(b-sZ3K5t^!nmPh|xt52Y0^ zPhVQ9Z@wqz>&0M|nE;Js020Uxab!U`(*Pgo5F-r;QKX)4JQL5<8a-e<;}6uneC{<# zgBfObd<*x;O;#t|#4GCa`CclFv-uqUDX)n0`499duZ>^uTJ}Ny9pBB%iEj8m00030 z|3sMwTouQ+$9K-m?99%#+u?!&3Kpzrtg%Fmy=#oIVeg8u#@tVEy5?!V&jHr$TCnW&OnZh)-IvT=nmheenl#4^T|Z=T5S&JJ~!4r?cQAs|N^k1$;#Nie<1|;xku6U77+7=sH*r-@|kEJ*~=XJX%?Lo~?#Y=xSITa)pJPDtk>*A(S7W0bkL8VB(LBxw<-w?b^n2_H-mf2JwL)rzWaIwcY@FcTq9118 z*f(&+@YW$Cy{Fh#{T80f=kf%9VRu8)h%}bWfYdvhOUrn9Cr0_cg9`uM)j6f2Uo$Bae40)dz0PBcH2zLvdBMW;zx1~2ib8Zxiy)1g$O(l=jmQ>Y)>&V?>8wjHvHx7PM()JA@vL zj->H+by1LhEZW;mL@^por~49pF?512oK_Z*G?G$X)pb3IPN%J-ilZH(6D_Nszzf(Z zoK8P?|Ba8aBYGZsjb7ka_$~g1UPF8F9-NIf(3_~EIW6*6`U}m1-*~J6VmB_TFZTQg z-?DP7U|4*hj6Rg{up#WGwFlQ`+2T9A2G?Sru+{i4k&07sV^-F)3a`S~MJ-l~t&wZ9 zghrjg_`O$rZ zT=Txb|FAs#Q^`F1r#BD3Va3c?vnN^X?oCdRuf2DJNp?=~UNDZ%v7;jA*iVA9?Vrlb zw};1;qDgj@$kld#QIS@qEsOo`f)d=L8C3OqzKHRvMGdd&lT3)I>2Z9~P+g6X%c^Sc zB6hRx_H4FG-KlO;H>*n|0kgMS#@kB`_bv;qX+)~IA$Q#e3+{1G417eVh?l-3F-?3L zHb#sV&wS%VO*&5G`69v+geR;LO%RpoYP%xsFPw8(ZD;y2eQWG1z5*4l`%>icSHbdB z5?PTx4W19y617CU&quwqq0b|qq!zy7qNM2RD=&g{jBlVl*H_B6Xq$-l+DY#v%OSg< zNjpZE)S-fJM)4TY&{xT>WINB`z=#gPDt0m9qc!BS+QXjj`!$&2D?z)6I2uR0igI+m zJ>M=zyUSibF{5k^SAUu*`qKp3z?DFYg%752;m7^A#ceT+IutGXR7{`~siM0BcA?31 zGMz$+K7}5P`cpJ;4Wb|TlH#I{PxtTgC(z+EM~t9X{DWL$>Dj2W{^8WY+2;X&a#Ui} z?YJHOOCm95Z0i93%`WhL}zM->egdU;S2yAktx@J(9oQE#mqZbLxl=IQhlj(9-G96ea)m2b$ z8;H}F((-zSYj9u%-KPvwY_wm=LVeM8Wf;D%oQF*O0Pc`n^c0;@Un_N3Q`{U^g8pO- zK8M@t?^rosSG7UGmF_J1H=SSnC_Vgt9HB=gL*%l*3(V5{7hkUbQ{WVJI8Be!c=ri< zLVCweD7=sElQaH#!14R(fqW(vo?3W{-r9YNCPx42eng*zV8c*723KQ@vPNCcu!uOL zp(m(1%#Tc+d#c}c=eTdXU(f`Xpo`pz zGJZ~!yd$HGd)6qZYy3?PXf4@b7z}@r>ym4v1{<$!CT*=gaE5%R^@QVOk`@nxHO{`* zQ^-oPhO`6{8_sLn7pxNny9EAI&|9#F|6{*e;(}Z^9BNPpjIT&S8@v!59l;;SG^!6T#_gGSg0nw;D2fKxx(o7Hh{yOY0yhCS!b8 zNjEq`K4Fd6b@CU8N4|tw-Q6G~_mQX*=B6G>cvg39*F+I8-%oMdPZq)B4f<6jtk5 z^aee|@4{Z51DS<)@@4uNdI#>nF8-sHLHF@z@C&~W7wIL*eYnoA@qgi8xJ@(kTzD>d z#9zTH$l+)Ce*GZ~v2MXF80WiB*A~3RA5p4Ve!xfqY97x8Y&hS#Pjewx+CA1&SnhiY zPa&IT(Ksn+-fH>pR z_Cw4trx&cV0vN%os03y=1v3BrGbG&saUJ*DUpC_~$b8L-HEQX2wa z!gQ;oywBaCIO_oiNq5+YKEut>4P`&Nru0)DRk`XJtgQ(drtKkRtRY&^s^%%}8B00^ zZt%bOJY!4&kIZQyqzn&`0Ev+qt|$)_VEMn|AwH;Qvc=vPo->{#mc$zCr*LU|89Rwj z;&|EbDVxIuoQZ$O+u1?UQ4Ggl;-UXXTX9o8Y4(*>OSbt$9gRofk@&uO&m4>Igimu% zb5F*TF)+*&HVIF{Q!rsuq-EArH!xt+1Yz7FEKy9wQ}Nd#5hvnlA~tjs9*u{H@p!as z4zJa5cpQEyZ4X>1yu4UqCYkZLkr*V;<%(KITv7+(i)ugIUy`Xt79Qv8k86s4xSzB& zg|p1#PBTBO=kAmUf8kWKn#fSA%XOF30eHJv*nLfHEE>x_Cg7`TLvc+Vgs-XT=5_T0 z&Zv+4l@3|vC_EM;=Cu;B$&&F*Jm2k{c_LO>61Lb3oFs{6xshe9R1v~#wov4n&($aD zd9%K+9p<9H@4mV;w39o_9D%Q!SIuGgE8lr_xakx9&31UYYo*#8w~(w-3xqVo&G2Qd z0S=gT@d2%lt8Jj0+D#p6R8@x>+z9wS(Ra!SdLQn=eb}krm9ye7za9LV{|>*yPWl%( zWWjNMn*T~?D2>q1=&qumDa1f+i66DZ?QjHo$Rf4Jc2o6!@Q8LH$UIcT@%#Q*nL{bJqWUmyIf@SQ4u+hh`Pi+j*C>o6< z5hxPB<#}+JK38&;7n0j(i&P>P&<2@X4E4H_LRX{Rs1R-sd+|Qy5)72}ZmQA{?NlP= zuNi`NE4!5lx?jo0Kr)mw${N&D{R2H#9xH>jTkul3MDvsf_&Ir_yjJo9Mm`_|hk_LH zUU{eF;K%45dagWI9-^1ho`<>g5DcMNN;#5-GL(T(2>+)1rW{mi!2#ufvQPPkq$_*n zaVMd}$`Pd_41~4lf|99RR<@ukN-|tkz93o3-}(Hd7(AKWRWi_KdbjJy*hkga|%Ad+wrG!$J>gLDvcVi|?W;&fIGl3#Tuw0T$ z`Wd<8Dd}nSGWxQSFcNyRr(^(oLY)3UHi$hVV~om(fDarZ-DH&N0qL#-vKK4A-(8No$~C>950qg&!HH$gmic@2 zE8ZAu7qM83wT*NDH}kRh|J{2RxxRtb6WUp&SS;%T>s`*bj>@c;;QEdX)f>Sk`Q*%2 zlhw|=H@wpmL-!cf$ti24<>pWEH9S|pgdd;>=uSR4=q$d8ZlVl)1~d0@d`tF!m+dzC zL-JUXO<$o`=q-AK)_I?zUD`kB2|7nF(v{{FoP*NoIce|8r{^BZpqXqVOJkY%zKr9K z@e}+&M#wEJ0}s+t=ziRXJ>zTnPpAvttk%HQ@KV&&7>Rn24N~s|-G+9cMDC(nP&d34 zZAD(%5AQ;SrEXf!8Jmt9(Sv9vo|Vr`d;~cp<3p$uJ&jJIGw3AhOlRX0XfZyEzNF{S zS#%ynYnf8XcVv#9zlcg{oA5>H>#_4_1wMx6;#0_B5iY{!$ni0BT+)vJfSfaGhEvg6 zR3Fdvhm$<~fYq?3;Wj?0InCYbBr{q}kg>J{zN3AsUee~MpW>Q0BFupGm9_DX)UR_;buGpi=}+;DG9qw2b*V8*D~n6xWNFLdj_NEe4wsX} zVQ1V`-EWk~p9Pj^6Vx{NGrV41q0Vu&!5gGbVPd-)F1p|k{Gx`*enC+hGjAze7)Rr# zYBRMMUS*^jt<_REP1@sjDO?1{$acn8lOKa)kO600l~^Hf4=7>XGv|@|Fq_OGpF(}O zs5XMaT775)t)LCOQQHDxZDBaHGIF$++6?y$Sj-+mx_+C!fP4HUyoML_6+DwIPr@~< zy@j`2!SCr?U6EJgJva3vuqHiwlWJ6#`<5A^0sjXu0DUsb3#pTHaV zj~R*lXI3)g8s5d;hF!y{Y!$m2NYMRuj6ILdW5;nv{W$IsaSXTCfA?JRj5Laq5|ZMQ zQN|B0U$7JJ#IL!=@M>g{GFG{y3|Go3awNh%MRHe0&Drt>=LhY0< z6oJ|+4g-|I%69Rq_tU^_e#AY53?T>IADewhAF|9{-YjpHGkcLjE4CMx)Bp8f_m}dtWUs|0{Ij)PZgtgC?9hlgtgU_&-}8L9h8<*c*cNE5ch+a? zXLXZkE^Y`}5yrSUku@N3-Xeq>jt@6n+{L3@PPG`~!$cTBMnpNaS2te?S&7v#0;B|Q z?h247dAGZ=sDN|lx8ZJVt886af~Obj#kw=EKE(60)sAh#?N}!!^v&4Pw}~5CQ`{7{ zt-Mh?5FD(2gcVl>e9oxN;=HT0zE*GO4VL!{R~v9>sil!tuFv6>`MG?$)5u%-gtrC6 zW{6FYD0+Ho(Mg^(_}tts41QP~6wZ6G?)0)}69C@|U8sw9rCp`%DD6hr3ZK)CbSu1J zt>ow*wh% zB2>%mSD7Kp3(j88To*_Sw9(t>Y4QrM2&@P+)9(~ol5d;pivoWa+8(9Y&FFJh&ul@P zni`+)Sqml2H^E}^ILRR&(X(t9n+Kik*$|`!d_aRXqlxe>v*>b`Zp?(QA(Tdo!XnJR zrzOaoIR=KYLA&W7 zH+H*=iiXw%G?e7hG~z|c=n=Uk)%{7FXl=%kdJ;Q^tC*)`TzMvQV;*~t-Xl}UXWEcu zJ4B0Gh6Sb72x3DN2|z711Zt~(@IwhX3X#?iC1uZ_Pe0)YpY*Zh!?>pEgKBC#4~23h z2tf$Tr+j`t2y=}@qq^L}*`|uxm^bBK@WMN)fW%TjmUU3vqkpR4Se^9>dQt!F?S2L zM0;!|c*f}^{1vV4P{ivqGPQBgFJRFhnCaQa?iS0`d00UJMlcyMyjbVIHnzO zG1>=xC$D8c)Hff5ryzo-qN(U>qTv~6ISG~Z$wIUcmB_d4wN<2q>cPqALrX#ePeb35 zX=plnK*ylLs1oUNzU z;Ih%2tm7r1v?QLCfih4QI!V7kz3Z(4!$>tyeN~}mKDA&HsRMV_uF81yDcY<=!*5D7 zj@9>}zm&RaCc3XYP#%){cmtX(b3(R~L{{ND$_?}gIXV!7Go3L)NI`;7MBy#2r1e%k zr~{1w4{~s$Xy7P_-EyX5q!WxHNpTvADN-d24JHLqK{SX|h9RT?DuAj%K{S^(!*Ng^ zDnJ;j2%q5sa*KF8L`LX2+(Knl4GgRz9c=8OYW{vh3dZxjt}^72uN;|glq21ES@Mf3 zD%h1j@r@ETreG0AQ&JR8DH2G}Ck__^82KLC2yqic&EIR_OaBm*XaX%hZM02s@Lc#+R(S1pQ1$hG?dPQS&+&cUtN3)5%gR57Jg)okDwjw zZ($BNOPZ>SjkLm**;=c5STCB&hNBVaOVkB^lWOrfrRoYioCk%@+lVP5n{8ztnr^u0 zu|N_yN0|w$STd|&XYBFR@4iJ(M1vtGf@+6W@P8ZA#M8`EOj{T8g=c1XoOUQ?QFyCb z^TSJ5{zzNZXmjNT-p1bD+AwdrR-zy(v{YRtnO`i^J2I@gIWuf^*pF&_^`T}--7GZn>A4FM75=d6!*UWS_2LQo6ni-Z z3bq{P=_g9b>{wFP;!d9PL2=?_&RF7P%AX8M+S6I;b3P8L zp#-Rah+34zz;IlYo;7mx0qPc`iP~K4qAm1<$lBl$zsWE0`R;u@2c}uxkVGhA&xG$- zfR=D|4xi6fvK|rhnr>jN?Yux5yV$6KyJWrGk6KpP$0xWG-A$r@=L0L(&{kFs7MNC~ zr*_;kyU3g(&qKkLqjLNb9?&(uEP9+DrroSPbPKJjAA=kIjj$1#o2}{Rw25J8Q;Dvn zn@yyqst>R2CeQ?CNuAYMUq&iu57psXZ%8#_=~&^^gG&I+Wv~pY(0Eal7NyQV#?Jr7 zMd^HLvkj+zMCRZ_`S0IbvKH*QYrU31608;48S*9ktgZHrgt3rIx*KEQ8F@yYk~?Cx zx>W7pZbQ;VoOhI1BJR1Is;aj=h~)55vLdSvPk17vlM_Z3dxF2w({N*JqUbAHOTB4{ zcpQ(@Ra0zL(Bpz()~Lq)0FN z0fO{ih0sEWP(?r>fbgFU`akb8vokxhv$Hd2-t(UQ(m&Ed&F%;sj>D~2{L)c+1onu$ z7m-ZK^mXV0-!bbRO^duw_vwoDC;dss@*z{yYwMMDGc=R_#bYZY^f|qt=TdrRJ-0G_ zz4KJCdxqua+}zIo7gPPEIU(;1|D%Ym{(5!~Nrku&C;1OX#qffN7>?om|DcB5-k+cI zakQiuu4-4cy?br_b0TWkRqT8`B&@B!tv?^f+1*q$o}_aSL!Gg|bxtk7QS=G_2A%X# zNZ}($7=bxVOMeqL96zvw7?k?CzzZIRpua{-kHlv@E#i<}nQL-o4hyf%QQ_a%3v!OL zYjbTr=KqgflWPeM`i}@|@mPDmzXsRf@bEW1>To@tY)`fi7puo<{$chIy9y7IRGHWL z=Y^%dljyH4bC2O_c4hy-s0eNtR?#2if_B@8hG8}QpZMeK99-QW$=L-}?SH>GKNsLc zf1*E@qw=p%;rKW8QlnHqcQelm>+UbYMPyY=@MwQAZf+OjA0uKpmTTFa{3F9U`rG?^ z%gX#3QG@pC65I#+!tZ(zWa1F^(O8(pDNx8{qj_A{nE>B&F3LsUKoj=?zQAGdH4m`X z`mW0(EY_e5|&^ednZX&dr(*$Za}o<| zb!G?BIVo5*szdM$uX5gtO5=>koxF>8^Eb{UCq9rK_zJeEE$S2$geCH>3b2UY1rKwq zop=blK_X1Y4v`NE77c%pqe6J0qJw;G>{~v+f4Ogw8{-}f9uKSu&I_aj>IIMUJHcJ- z3)Tqy7Wo@*;S%|)1h(-u{@U5gd-(t#=3a&8I){0ov(P!gC%8%QcP<}wp3nS0&htj+ zXXgT6kdk+u8TiFH&wYazcwOL-Gdq~U$DCW7!Cty4*zfEUEDc=at9)H*bqieQL(WY; z>~zcPwI6ocm_Z4hxc_}IA;_1L)?^@3mU6Xb3vBxwEekZXF1eMgUE%ZHQrX+n7SoQ>!zP9_ z38_J&O-)JroSIaVYSDPJHSCgk8QquS-M;iFY?HZ^s|{@qYfhcRJ~PctV^f5R(C*M8 z6rZOsePGsy)-jX(_07*tb*fC5s}_ZY)Fc&Biw?^^PcTs-6HQ%;33)4IR9G|m*8G&K zpxcoeMkGd*2|sQ*Xybk!rElvfO3@v02Y0|On9h|TyXlEnIT^RnS6E%n#0PMh8p13r z&D*dikKhTGOA#i*jDi%%Wk!QbqrgW|Qkr88)tloy(umil!U7#c%#IEqll;KXW-CZRodj@`m@A(p~FR?0g#?o-y&IT{wmHHcA zs)stKsbs3dR~YF|z|Tw_n1FSl0i;tO(*RPjk))R3!DS!ELp(HrMK}d(K{NA=V<8j@ z(L-U7-&v7D1<&zbjzqEorR|>ja~*CcXxDBY5|TZ?%Pxct2>-$wf_<$d>msj!CIM2+e3Q^z$tORG+9BsvVA21#uQkhe{jE&mmX5NXsbF3KdR=cnfg%Gf=R-g47Z@U z$|kGaM;(>%(p53|5SyvR(qoZ&r5gL!;q;Ia*o@!8Xa44#Y?j!~xt~c8L}N4#w4?E1 z_E)e>cC`!c!EUV0HfygQgQM|NJgj=IB{43l6KpQjVqx zGQ(YhJ?cMjKpj-6&=o(&qw1JyO2ar2R;aen9O}U`)d+$Rt}4(>OcLK%!j9m4X0mUN zl>u|D-E|3(RlpX911Jyv;lLlB{)l(Bynwq2Lt8cT+ z)(@9e19cqBW2Tw~P1PWIUvc#|q{Cx*zM2ZE7-h>0iplP6lHH!8%Bu=$rSvPJTR|s? z#?HKu&(TEKBkTB$tmtm}mi>YQf*FuW-DO1=z!7y^b~#P(vDob#+zQk1f;z9J<9W$1 zs{djy+5ns2yy{4;s3$ezbhTA1Y&%?2<7qD}$D3k#b16eCDMNiv_tky%hkB^~RM%yu zPt-GAo?Do|MSE4Gk=Ao{71!$&eO-Nz+hmkWY64wQ-uuq0vw|k{9sB^NWk#peNttV= z87nhCz$a91oXBb5jqYJT-dB6@9BjwiY9roIKVyCV1kQ5~Yych>s~-d((2uGmtWv8~ zm@vi)IR{Gx(=dY%!AkfRN6PBOI^EoAqRKjCdu(lVe7@XzHGFP&wf%Y}EHw@3-H=Rf zF1)$~W|`VF%2cKKFvL`*)0|}HK&n`6X_^gl1y#&=m>?)>f@V0p5~Vc^zTlF+x9oU0 z>$^rftf@E^&rv-%MYUiIj>HK4h+67_P8&FDI@&$q3?9-4?Q8l44uzpGh?8NBwUj5p zPrQ;RLtZ%-IVd~Lx5_#x5Ft7*C<XoGZvn;%Do@txLz!;fD zHk!lv%|gqYLn{B5$HRCSD=DWa&Sf(9JYs=)XcCk$#Y~E{xaOJm(LydMt5%n42{)cr zi}|^VFhzAYI{*#M+msiJQ!`A{r}f9!7CT{QK^d4yUF@#-lk*EzgL-BsO|fc1P1r*< zWi1a<3Ld38PzUP%gNgX2_6<(LdT^2=bsb@h1A)OX1P1V%)g8h~`~>^xb(jFZW_hbO z=p^dtylD&Vpgoj??@a+J=g#G7m}2KK;at`qWt8a?o73t~qTQ1LC&U(_j z{zkviW$^=-V5pT2t(>jo^`5EEOP(tEdYYoQO6$ceToU|7^Ys7Zytbm1W*IaMSphlq zI=E!Ez*cx>*4W?MJ!psT5l=CTU}2V?_4v0G%>u8K3gu{?H5x{PO`3p)LT`SG8Tv~Y z1W&Ptb<6f_dlTFQGN)Q2 zVN@1!m>KL@ML2nRN)|>#Ve0P8fEh3aa#Ia64m`yAhr%-)49W6drmtZ*XUaR1;V<3Z z9fOms!oJE@JDf-*;WK9_#Yzm+0*~=iu5Av|`!EnILNQYrJWFbe1)v2*W2koMKJMiU zP}0{9_ouM#AHP0!JRfhASM1~L!Ep?hd7DwAs zGI_8JN1`9BEL@|%)F1E{+^4_AW9~MYh=Ab35Ht{u+0lhulk%b^u%;h@!UCW{fzs+F(`CgT|TO+3OvJa5g$O&~EUcBZq!+9{&&mx0HYC)FZ2 zu1*LR!ff%IZLuRxhy7{^d))t>k?W2(-W!*bMtofBKd`#J8YW7K%c+T>{SP=D0-<;TH5BPP6LDiOxp>((ncj zzLsx)rJmyh+(kE3DXWuJ!uPjriFJFoeb^CECN>XtJrYI)F$Vlp^2xYyb1 z?00TROmxDzE%~ji(zZaFGd_4l;)P8TK_vyxaownMe2ymt;v@!4lUVC4pW=#9XE=La zub##!fi&(AOp_=vjZgFRfEQ0)mw4$a&km#pes&)4W#?odE$~R96A#ZFFVA!y2kr%* z^Y2j?0`uhQse$2v(5MHI4FkI)w@d677w}TDGeoeJx3ZV7M|f^I?t@)$MXkZLbOLvB7poIq(j$b4>tPqFiM4Q?y^{WG zzYkTQv>A+}aEvJGS`g~Y#|1bWi{ow>EB?NguB{hgx+sH=oKJ7mQG8r6iFn!$(ANH4|a5S#4`_7WfFam`U(&uY)@ z_*RyuyI>FHq1?_L3Yqvc%bN=0!vN^WorRCuXZgJTa7X;(J@mM32zXqQA|CA>vz8Ze zC;GvZ746lYBjkMc;rgN<--bjy%H^Oeq;nip7pC4q{js+&OJ%rdkHgxcoZhI92Jkz1 z_1aKD&&3a6AvT5Y4S`Y3BPn~7F$26Id^P_j0=?0fhn{3T2~7@kOeOAmv= zRx%9#hv|E8Z|DPi?PU0ppJ68}QF#5Ls00tEWH)-lQvLu_xFG#$y=D=zoZEz95F;@J ziqKo+F=se55Z#;u-oZ$iZT8_jJ|GOcPZZ@KsG{N&tE!^1OGs3@on34TKZ&jl$IdW= z{-^rOzLmyjxLZ{16u1r_irS2TIC-j`AWG#>xm5`jt-=H`DqLj~gsaM`kSZWoN0n7? zNuR+Iy}z$M7mc_^cB?s^R;%Hx=+Faj7>+=SzAxJU3~ZsD`Z}i36Saxc!Q;wDqVjLx zZhj;RbSw^~!#GfVDO$BLtcO-ANltWoH3YVbreC9$%W0b|vDzY;-E-mSDyp=ka)L5a zpC=JRYp5z;T1{0KXsDrlP*GKsc~zEK7K6L06nvzLN`z2UJy3DbPolvcs))*E_UT8W z^DgMWg*3vg1YH74U|lLA-0g=b49G~RYDyI0Q+*^REF$AY3p%P;RZwcts*=hnF@(2T zr6hr>B`u?5eF{rUC6!lD4T?yua8|9NL@Ph2#{cv$r9uUDAVK-@cZt0ZVn2z(J;gp2 zViOsA`7rUP$<`QkSl@@7$-BZP^%a2MVQVb)IgRIVGbwb?5A{UGeH&*re)1v!U@ zUduT-bX@4-(CPUwW{n%K|wsKI-8_A zzHGi4sx%Tj<~s6L31NL(%tn0X#@nmq+uv6UP4$qw1sdy}&_I7hEnJ_w5Ngmuh@+#N z3iAb3=}U8v-=#2nHXIB21kO7!&P+W=6yhkI+dAlrwkw!5RwxzRPZG^@k(65hp>a-4!P3 zUobb%aN5ITcQZb8J^twc!*vHZi5Yf(9xZ1p7Ar|Se2Sj%SLp5aTH~FVb7~#b(baWc zEJGEjAXcDyTo8x)#&8d6L+wTHPjiO}i{!Wd=WIaa`MA%ThO_Vn&Blgsk*e#CIzbq2 z9eN5p0TOitC)jO-@$SehwqT+}vOk-W{DQie`tX79{#4XX1JUu5Kbu|-5(-~EshsigWWV<+i)DpVSg11Z$T_f6lTZ=)72Z)!|&wIOBrLA zO3C^|GYaBW6jr4PDmP44MIc4}Exb5L*#BdRg_2bl8K;yQr;1C=yi>icS_z8F39cs` zmoC@3swU)?vszDekkgt|P*%=;HsQXX!!J>bkQi`tDid&;ab$a-kw!?Oauv+Q8uvfn3fE#1oGHGU{Kbh9Umo$hf>PmVm z)O5A(N;&mfIB1Uh+K3hWBwBH%#1^yvK_ioHy=NBkNSGh;HEakp^4kaFk9^FW(W`L&L30;sHGLv}Q@XGf^Lh z!7~2^bQDfPQ|knLPsgFZ&h3y^yjd-##xko$)^X8@4W)EabU__m*117T{Iy`Moy%;HXyt1hE!wL# zjKgEp$5hv^X}xHH;kqO2!tvVk{`+x1mgH{mE+4^e;HATuDCw}2vU3|bOY70o4y_^0 zjM3Y%DDT64I91|318WS2Gvpz!9DU70CM|G7?5}vS@=RxWP98e&iqcs+_ln*wzY| zYQ}rV20m*Qq-o&Ac=xSHUv@J>{7G@~GaJ;;Fq(c8yKjV3 z?y7SVSEs{$DWyRh@7R+j5qK?&BTK-+A_dSF_(4^4eH zi99rN)6M7f%6aXypq3%Z^{%T;Hn$D6rFP<(uA0<{p_FN+P=0F){fFk$Px4I=^`*n|{E3hZbIV*e zed(6zM^~i1J9VRj=5%CtDSamRoKA$brJqe3N}$$~I@4*>Q_^Wu%T1HK6Lq2^A=gY- zw}sn>`p8?FWqnhD@ct2rGR8^sDIGIMO(GpP-RVhW5>1Kdku}B{Qv}W}8Vfsf6X_^Ce9Sd{6bQ`|b)_L4IE+YYla__6OF}dRi6O zlYLf^64nm4Z{W0>N?ilRWdEm7T6keABfNx_KW7PRZT1JbGIEtEIWDAM$yO1QL-v}z z=73;t(L#YWfeis~)Hc>iT1l&^gSATXqi)Z@G57xf00960G?@o{6vf-e=Xsu)+1=aA zT`q-$kPw=o2PC0MRVe|HB7#z+2I(CUQJNsq|C9iM(3^DWHIxuQdhel^2qb`XkdpV= z!2O)MvO6?{zr{H z6DglDky2cF>1EKGT+iIk+&}3X?o{_?_ZX|CE=T2QjkV3%VePZV>jWCDeF0;1O&X_b zQ7t-Q)uP&z9y~|Kg*6RJ45%LRJ$0fpfvGx=tE8_F&5{D1VmqG87!d-wp)BTsXea_n zA|3kR95Guwf<+<;n?PF;11&`(kt$+DGciU~VXBGhVxMS_r^HDS4<|)uQ3HC4eb5>* zV4(P!`9%y8gT)X5AYqt5AP9hu4MQ>l$Zm#paedZ;X$R%aQUTs6?_Tb$mLKJ9wE{UQ3l+`6tNVR zzyy&b3c@7e(3w7hYdC;PLb9j`^F?*|4E}+YA{TasGq^=;xd<_Ckw9x<)6d3dmy%L9LthxXfpr5_~*`k7#E%xGGtV~BlGUS$L#W_(Od#E6_ zP~3xgVxhPXHDIw=#J$Pb0G5kyc^=K7KXro5VzcN0iI5A|iM7lcKMTbIf0@r^0e{OH zP#d1hMKDJE&g(gf-?E5TX(F#u0v3j;q68G$Bm@As`UN#fugil0>I1wP4 zi2Pia6tO(^vB(w!?ezf>u4vacd5;G!)64ZQ!Ih~pt#QwC7p8&ksydoJP%b)}CI*!W z3b!n3>`hjse(bdycO6JBodY{}Ux64GUIkvzq*4NfMy-e1%=F2?pf!?Xu zz*Stmawp>q?BJS#4l}W=idQo+1y35YxON9rRI@N%?KP(3bex7x{jo~MWdFSZ|0Qs6LvIy#I{C%%$EDDUf2tJ;6|$}cEJSC zLVK-DmGwfSj5OI6|DSf)9uqOY@f|kDG}#U(1bm7$uqJa>m$d5P`G5vEM>fDG`fF^0 zi)^P}E?Zd5c(&VRXY7n8pHd%dn>WcFL-q7@cRgL0n&^@g z`yb!w;?$IjQ~y6->ms>|Q#q@idq7Y)g;Px{lsutCovec7P+KSH+PWYm@b@o7J*`6Y z5yj9|_hu`sXbG#b``b{j)@19~Hqi_7iF%Eh_P>~|veaGm9G~M0F4xSL_>9|K_OJF# z^9pWLYt#z0RP{GcVlQ){8gBk(wz4nadAz_}^4I5?SYLn7Z=SjKtLQBJ)prUbJ*Tmr zy+l0@tZJV@hvn)V4mZ!^YHl4?s=B^(^_RMXckqz9jkoc%x{A}xn|Kp%;B~ylWe1OZ zAXTNRS!N5*HT=!Kg%1KYhnF|g@prWs)3HJDg206Q{Hb{s1uhEo z6l!Aj4*u3WhzGHSIawXRLpV+C$EyMR(P64Oj>oa58R3cWoWex~XB7RT;91`z^+;vd z7wy$y7wrvU57ZAuFL6IpwTnu%uc~a<7l9k_^YCDE4F;NR)Eab(!&(e5S7S@H!Ik4( zjw`UKT8@+Of;$O!8PhP9PfMxb`FO?X@49Zx$9l$QT?M<#1-_oTik#)jkFE4KdXnoC znHS%wH^zH->?(uD&GJ|tyUMw`945-rI8i_3(P_GajKetmp6haf6487I|I$nPm+PtS zqi_^HHr&Qg+6`rt4|{m>%1GJLlSh^@qjjA?O9tzT?$V|kqhvuDCr7yAWKr4NtR_#n zW3Vt5!D0HQtGz6PGjtrrV<#EUbsTn-UF8D3-`s7M#?shEwvi>VIhWscNsQ&ETF8#_ zh}ls(Pt4NsI9r!Rhh2J>y&i+il7XGnM$B)16nfmd-+RGWt9#3e7-d()3fM!I_m}c~ ze>`r{MfpsRvggYMvcA<6Uxf5hMa+I`JN~G4U{kv}TVRs8+}x*b;$F4Hyu~)N*j&hz z_a&Lr*>01$T*fVGhMB4y>$!?onCom=d(>X_nePg2R^99j%)m|RGT#~OTg7&HmhJK) zlVoo7k2=rnP}|fMw!mxtr*Gmde&as%Cii}INF7m`xY4|echQJCp-!s%m}>U-jrXke zJ;r-@Qr*STo^M0$;++Eb*}CuHakbVwq}G|4c!Zxl#H=yzV3O^efIrP*A)P!OJvVTn zIp4g&?^$MEj_l%D!Y5)0U%$&W&Afo)37Y@t?Rb1tiJgKLA!X`8E1vy3@HrDIOOOm!3;Myfqn(cFQlIDq%+ z0|QhVqMe3mIGpcw6hS)f;qsfRZ8}$@ReQD1wGMl!t=P)G!QXhBnqp>fo8Z~N-se0H zF_){eI5Y5!tG1P`XUp2?wrXIo)x)lXljS6tfRkin_V~xW?lITxOqP zOYJHvvE|0%4!_+d1bl-1*y>hj$LcC#6&xrB$_m_HpgYU5*hQ8@hYEZ$7wKN!^4wdh zKa{xt_!#$^A7gttQva@FajRJh9a7C$G`y2>G8R_#UG-d3a4Sd7zOG}&G2^&VTusAb zYAQ~}G^30vqYfKRlugD1#?g=zEU(I|6m%%ZZM<^+uat7)YbiAyou`tR1lRxg(SFjia%J`$ueN^ubTueXx@8J(e)`*nO=ZtSFSl4&z}wf+;G|Jip{=*wZzSG zh^l7B1UIn0#-*|eE|YQAReeDx-~`#;KC36lT)e-JIg)?HG~|8#nrVoQ_^J`(#P+xP ztv}L#Z8gCh{VlGQ%~%-}G&_O-s_x%9AF;EAB7Rx|5c zOtgAga{}`jZ7|Dj&+ksQ##=jNl+hZ4jFs%Y>fvpjEWfgUlsC+&zP7RymSIX^E7?x& zHRDm+U1S&Oc*%0uQ+8)d?CZBihk~v@jZH=&HQB%4<8eHWW#+SmPr%$N-Zg=*J`Rct zU4pDHj8D~koR7m?32GTO_Mg<%*fn4cwo_|yziSQtUM-}xZ-t$O=Tw@Rh1vLk*yuAcW=Xg^ilj5dQzZ91Mtn=5$^EqFF>jJZK?jK->|aw6&r?^o)b5fgpL z7v}mEhqy22Uglbf-CfDNM%B&nG9Et1XVel}La=PDpUCTWDQJTg$OG@pLGV-nyBD%3g$ zMOcBc&G|^2)-pss6)N5C`an<|bGJp=uMHvyvf}zSlG0u&i#+fl8DNhvZC% zqo;v6k^KU;#xBr7Wj_yCpyMN40XjfO3=h_YF<@lyuliR#p`_%oz=+_8N@|bsmFtFk zDl7hJxQA7Y;TnqXmL~nJ?(L#<)d&` z?!%xQErwxuUYr-ha3!1{LKP1k`MG|M?Z^R?aCT8onaJAfrFf}tWtl%MNyAB<9x_3J!%c~pdaX}*vYxeZSk1i!&}44>;DDE zPvthwg9%o65Sh5NdK6Y?e^@-KkJr?Sfs9qj$j|veZ)e zl9s>{SjIWk3cV5_JQD& zRY=<4=KI~?_46?W!_TT5wxl{ZQFfqO*qQP}BGur$r67Eu0Oa>m0GeTcDgw1}rTz*U z!DKxL8$bgXiNmo9ET`Gj4Hwf=>jIyR9H=W}g)$H01eK!-nBi`PA+Au}N7NVPS!;EM z!q^qg;$RpGX`%r~p3<_4yd(zVS@EsD$X4?={wrPrD}9JH3UG$nQUybO*+iA6udx`6 zq>?b6k|+_K5(n|nk#pa(5vfUdd{(g9c$LRfC~e9UPYOJ!PQ;jGzs& zBy8d`hDt+e*e~OtA~Oi9!C)?Jtv@kUH)H=ABllrjXbb!BsZN9%>Z)k1*5hzGt1pQR zF&wk?Mmzz_Xcw%)T6#O!7FiGAAwHLn9~AfR zQB@hj8TEW47Hd*T42F6#7vzHS6oWAw`%;YN`ZM?f>cSr1%kVAgTCOdsj~(la^=(&s zBYk1F*P z%-6|`NBG|QJUU1hbBE}{R;13agD8j++)iCc4-Wk!Z=fz1swqIncq6PJUDC@-O@;Vw z7lmlzf2LNX$ZNT@i+cu-xxASnZ}2sq40(-NW|n!~mu)|?U#VB>9lkW5FmLdQ`P6=o zFIATL8tr>FL$@xlcOtZclj@Za_jm* zrQM?Lt3yI#I{IF)VjN6A`R?!vcY^^@&%BjYJ=f;kg;Xam zD(x!jjn8eX0^V>}32!-XE;TEBsjM9~FQ{hNEa}oeOQ7K}n!Qk#x!>#T^fP?`Pw{!J zBH!!x`Vc0Hjf-rc(vu7#suBI?kuziP=z%phtQu6j!~eh>BEsl%c{^ zZq<)t*NV=nrFIY6G0mZD}<$qS|y)eoQHl0-bdSodgq^DNvZU$Y8q| zO=aaW3ueI?e_erQ!A*HfE`Y`0M2|;u5lqwrv2oPp0b&W3YPS>Z|&y16>4t>=kD#rS3C7pv< zYp_~K$HDn)N=J1O*3nq59Wt0sxw=RZJtJa8L?)k$bG`@WL$kR(#aN+kLSuU`-GC9s z9!jH~w29)aU(`}sO24QDw1`&I8oB_Z)OlDzr`>1aEDTX4t@F^z7^R%gu9Lq(z<%E? z^OA3X{KxDX&@bRn_+k1RPS73r(ORzd(I{hy>S8TXw_ucU1BMy9=^D&dv(+`&NtNvk zn53@2zQ8N6ot)oz{!~Y4qq-VZEZmS4B3&}XtP$>!QRX^xp*_#ahTh)4)OusDx(_?l zDLO^>;2tbA{)TM$#k$LHy$i=E6EfirE96^n6TY`@a=TdF;Qmszgy*|ZrSQA2!BXp; z@t)q~$tkW`!&~l;0{77vqp!7(uES7crb<>DvvwMrWeiPcy&Oj~bpkoI zRLAdS5~wCsr|UA!`ixFmj^%wz3t&D|gZ`4O^d9*aG-3VuhpJ=Wg8jTwr?_mko!Dlg zg$J$Y@B*^vm)!U1E@jhkbzL1(|FHEAkPVC|qXSIm^HxOFgp*Vk482!&zgpJp0=4xt zm*;!WGC1_}95XK2FX4jLzTHPX}>{|+xUHY(?Lr#s--pQEE4>zHTUhYOVL zx5B%8eUG0!t&XaP@DLusIkwf~w2!XBb+`h3js8XkY~&r?K%40b%vTH5br@jm;M3v5 zAZ%k+mb=}<%tD@U>BayI#Ba)#+@m|Q1$v9#Y{55hh!`p&*o)W2@9-#Snl0urRat|j zaPCnQHsN=Cj-u#uoQ$b8&4(jmDjX0l>JCGw zJ**S!MIx)L&0?_Vjvb&M=YZdd&hTCofFDKQu=;e%szRU8b@w9cfwu&0^Csv5^gSz| zs+RK$TXEgV`?b564y9uL-`$Gnj^12ULVv8AyUXc3l!wac2r8|M>soF{A(gWV=|b8^ z4h3`p?bLykZ9TNgSi?grTl2!lg@(|9ybawAtw>s*cVc*RZ?~WX_x}7&uesL~o8ZpJ zPX#jlyp?q{Rn_0{ofY&aI*P`5^H5oSYXn77G4D;!74vt`KIQy{WU_e9#mlKu|>0RR6)nFV|mNB8&VoHH|P_ukxG61+gMA}ysnxD*dkC{Wx91d0T= z;7)<2#UT_cZfO!AxCKqH0L6k9D5SWgSSj*98=mKVKi|*J&YhjzoqPA}ncr`&q^h+IUyJPET(5N zLll64lm%O=8T@Ikm?vg4b26FB%#bt1HrNecLIXT34lq+7SA1*u##t;*i*IES{lplno0zdM#M}tSwD4?$8D?QsL~VyNIsuaPKTae?(m;Bp z$CJmHoVnFghvAud5AHL^RSXo6C80iS!OJSyo&}xtFufGU=yGO#dStDK4bY4Z>uwZI z7xWYTRF_kGpt$NsH}&`2c1(ZJmDO({ntHJ6l z3{z*|H1tzxpnQd8v>t{*y1%SQsce4Mo*KH%@z7+1>g@H>2~69Wm7 zjPtG%1;xytr*TCVjGFHYYSp~nwkz77DYkTv1JIF8bON=*% z=mAV&bZIC*!{NGFW=u7c&16fNV78H8;1^g5=ju}UkrcBG=5cmv_iA7BHQh+sr>Du< z_=Bv52Xu9Gsm9dCT38cP^dwo6Yi?PS`}lc;?)YZNF#I3UvVGRioyz#sjFM5ZySH-Y zNUPwc;8GYN_nUWZcf7mJw(^UhqPW?vD05>|T~@vd3B?)#($9@J>k739PNQi~222mS zMjgG!=nkaA338v}9k>G>oH@oZs%6wvyJ0VsQad44&xcu1km~ALkdL0@H+FCN0h`O6 zxE7 zNq)a~tgb-i{P9_%bnC2htq48O8koCBX!W2Dffx+87hnup-bJ_&7vn{vqFRDg)sCRb zysxOv8|77bwFnET**Kf~#o$cLl5GYi7(e5B<0mXfz>fh&>QEzHsZ}C>LyHmAXu*b2^)|gBCxx`7j?{^--H9pTtxvOb9cr(K1wtv5itDUYREN+k zPqb0mpJtxbe^45o6-mZIbr~LtQR+AKkFfO!nXCuX=MZdk!O~C;{*)W2G8~s*LOUbP z_?t3}rMfAs#eI673X^@{GA=dOo44_h>JK-ts&PrZQ!mwM_}v#JN5Uw0$8W+r^k~11 zmhW*aC^BgxOtbsS%jzi(Qz7;jETTajk5QEf9?s z7%w-;^brp7!3?RjoI=rPa!Mt26YsctEgVsId&u?4@#ux~tEWze^UQgY?Y;Wopa=9g&uB3Kp2$CBWvB{2 z88zW|dP9}X6r7_@;dHYv^n*X~PwWf*ncLV&4u*k{tX^B|RCo9ux&PD~ur7OZf9DMSW1?Y!mA(znsJL5bm z1@q`j&Tip&Ppb zahANtig>(C7rh`ahT!**3%81`qA!%dU95C>iiI);et~WBpg1CqicXj+d*doN$5$MT zXT&NfC}ZKGXhRo7EJUh3Vvi__Tf`QzNu0!huT+*|o`A>e$&x1|yX}!$dfsId`bF^5 zY;V=;;J4WxW_zPtKB%|ZtU%#BjxNXwxE(HG_4~U>Ra;;W>+d^aHuc4UctH%L>tZy| zo!j9mf0GorE$)g`I0k=;bPmxpHGA)Hl!^ZmgxVtTh3VqdZSYkQ|>o%#%}Y%|5_0 zHME_)5IWdj#keS49kt8qkNt4~wl?m_bh*WsF5B=t)GL!nep;90Fz+VZh}q1|xEXVB z+1J~i-?H`i-dKn0a4oLJRk+E>r@jsfD257(ib|q_$S*z> zMT6`63Ird_G1!T6DvPTeBS|6;J)?1E4RfWD0TpPB?kV#?KKNDrs$BI}okvpzn^8@w zL5)=q{9sjFc$b8V|Ev!m+B&$o#x?*uy)tud@3#!(WC zqx~Gii9sbi_w^3g$<8ndCesx9nO>Wzu#D#WmeET39ahkJ7@$tWuT;bM9n$Es^9Jr3 z_vtx2heOtJ^#~rpdSjz1>|LkUsatT6R;rn-MQ=kgMH_eEHtW<)Dji%7P*>|Fm$$&> zCLE?e;ZInr-2E*uje6=J9E7@D9?E1Y9frej04DHQ5AyzB_D{PZiuS+=D#Jc1ilV5Z zr-m9!<0(uX0Qc+$Y6?x}{xwt`zRo%G2poZAh^FuO_(%3b5|A$mDyoud04+9mzz*2X z6jOs}C+uR}Yw!MlMA64>D1E7RaldVu^rx+`6$Ws*1$t61zRoTfM0fRR?@lP9Ho-<_ z6B9w3xJP#`Q=KSwnGux8pSJLkN_KDB4zAaXF}Fis`a^GrhOF)SQhzG0+8Ez{n%8-g z~by1;v(wewI*StERI| z4OQv(Ir~`f%b;l5=6ONS)CYJ^?|G(tZoGq!ydl6QAvOj}8!fyE%lsGknq$-?_S|WZ zKxr^ZjaBF2jeUW2yvt;Dk=q8dGyfgVGOPKW8KT_U5VfA%5e1BoF}DXwsJr@*HxYW# zE&T^8csF*6C=Z3|uf0vo;_!zm429sHF--Q88;uxUjq+nf`6+&e0SG`@3P8dC)`Fp- z%n4t!KJIMgk{w|Owub$-BX8NAActI!Rg6C{L!`(<($&r9;l8-Yv+E;q4lXcH#AESH zWQcS0Lc9<+@jko|&-wG;;-z>c9>EKEE8dB>;w60$2ner*+wVRcl(!*6q~UGKfD7sY z?^9JXY=+-pL0F>7Vs405xuLXmMlQ9abJMyd%fWIQVn#wF4Dj`bTiBMBN4SiTcX230 zK?e4dL*x_n45RqdQ+$d~@ZTKn^ScHkjf1qGlGuIiWY4x4y77Cn1ri~*il75}kB*04 zW-l`yI#37t4U}q5zv_=QSvo7J*rTnrVdhh6{+*rSx77;u>nMXA32jOM~VIS-oX zVl>(+$)C2!S?s`*j3421Js0Njl^z-uXbCKZYx1tKUXp$(3!9%oL!8Tcu&3$)*|D&E z2TfrKX25FPAmT(j*eo`SL~$9nvsxMkyG0G03Wvo{;I3Qdp#atsKFA57thw3=FE$bj zL}{2K>NE93Epc4bW`bp!*aTO^Rk4fxe=MepWpoNQFusj2Sqb`woZB#w&b*BRKLS`3xR~F^c`?V;lm#?5=Vcyy9cS;2z#k zt}7j6j|ca22RR4^uyXI0spI?cc%!&|kep(CqNAadu7Uf7qMmffa+QBS{g7hx*H&G% z8XKwR;L?JL)AOx~s(=hJW){nI7SDR+y=8ZM10vlM(usN=mE!camlPhFZ_METvzupgeowH7wMyb#} za?lH$bL%L-WXP7(eZ(4HRYfIa79JHf&)^EeLn`_2fb&VcSTy|5ntrd8} zs0)7YJ5Li?+w5gWTE#t@AoQ*IUI}{bymQ|A-kE=e{EN@bmx{rQ&P#lW19E!JTxu21 z?YY!iBd#*Ikd1D!<3cp%M7V>4J})Lp-i(zRA|MpklbnoTwjp zn#!WsTz-z_aHU?Q%VBx^DwEl|gDi<%WEUAOlgzKM6t~UQuWa{N34R}&%Q(|rmo33t zTe(!Hn}cOVbcvF~WF@?9`kgY^Q0lgyI%CHHPG51Wg0S-#IexltDn+|cu6 ziq~}-%VlHy)>G8_Z*cSkvS*87;%GHuIxQ)zjn!T@UMF zeRO;63u%IG{H~QPtPgs%vqHYoP5&Fs?)pgqQ)Rht?`HL1mOa28d}pPBj1NENBJ zVyYeK^_m@&*X*pisuT9KKub>u71uc_7n769=-j*?tiH^a?2s+F07H@uV8G<6scV-Dvi&Qk5noK7;w z@Xu-?ku zyYvA)UQXalF74y28%#d}lY#VaN&m3*XhSKHnHbWR72msRnx zdE2aj6|k@DBNypkGFR@u!kuQKT~7W-*3?BzjbS#S@Jw~~Q9Ubxx)?LnY?Vk4#akF^ z&CYh+JV^g|Tiffs2Xp~@pWdCdDwX$FVsA3Q*l8CE{zlr_zry*tGc zzZIA{?ILCXLu4LZ-}kv$1%FNP^HH(?(uySa`>5TzX7 zHq}_VtDw2<_2yMvr>e^yZ~^;3AGn5n;UjCDGpq~lid}e53{m&QK77ENJBL3I4}}{A zkHie@K((Qx7!EbX1W^S>ir$9s{Dq0Chm)wLn_JZVEECL&Si#)s-HW5uNahG8(izcB z?1Q?jSQdy>zDs#nB>LeZ))Q_m5^KR)(Se4Lt6w&Wje;;%#EMqX5H^Sn;y2L-T0=XC z7xBWtj<8es>4-Qi8uD*84VvIgm;#5ybT}rKsMD-3&a!X6C@zZ~tYQSY+G4LL$^JIp6uf;i9E{nP|J>5Pz{RKb!ip6mdz;K z{L89Kb=j>gW5(-ptS?*X1eqXj7_(tEtdaqWh9}x}u%(sj58Zzt!&H^P5;Cn*>{>oL z7O!<2V(28aS1r{nItDIBVLG|~`3S7Do2z8@(X%s;9ESz8h_tnw&%6jz)FrqC5yll( z?Yn6=U59`ZOBdKLx$6dQpBS3M9EF0$EH00N`)^Z(>a58P)jJxSZQ8Sb!1QYOjjYvF65fLDxbnp^+Ft#cj39XN{{gs zJe05DE%Qda5ij8uJ!J>;6w>IG_=n%cU{YW(KC}^mz#`&Of`{7`*l0j7mXdz>kIaE( z3b@yXaYd=m^`>{gIWYxqv7ubhU?mnEXc9;)vY*-0ZO0{xIscB(pYKHSU&VVe; zCsX7paZ0R&x3DptWNQta5og62F%jRC|>nn%*PWZGhzWQ#07ZVEWomXwyLdKfp^VEcrt9FbJeWD)@muv!*Z&ex@b}Y%kYLN zrw*EuYB4Utb7nF6R8k8tUEMaTa5Y*9$!a#1QpqX@%c=@$KF;UsXEWQpdSUVE8!y+) zzz?vvl2&)sNo840tf|WHv)}jqn4`YKA8@0}2p+*>%yRWT#s$B_fmUSD-ydLohu`69 zl^&d8jkh+aV&O7stGa+b+tjH1Kj3uhUF!_K5d0}LC^Fpr3dgBp)>iDJHsROKdOQ&Q zC4Pb1@vbvOC0pBY8^%R`fj(QYzba|nb~a*OYa{kkBh)S&n>by4jVbPvKxb>NI)#3F zU*T9aUVVi}u)B35uoow(eK;U;aO448AL?i=iCn2hx?ibFm>{;`E}lg#L1F;ci_&tF z$j|d_i?|O%#0hv)w8giD1;2|V+$sY&f^x+sF^Nv#CXp*PicYW%SBs~RO=tOVlCDgw*oEmau`nC3W<+TeRs1|FzZ*aC|}QFwtFOvRuH7KZ{>3mi{r zVChq`H=dU@VJg;!lk@}C1D}b`9MuK7fNSE+8g&l)Kt0(9&hz#x_JRx851!aFR0l{g zzv3A+1pM+QWW#Q25Nx&Ps5a0BUV|w48rQEvvTP*#!xbC^KEL8^=1s7yThs^|!&0b4 z%U~ItmrLNHtVT;%kxo!$`baQG*AKL@uELjY4<$cu|J7an1hcCe`SruwSEm%vH zU^9)vF*qJGdA|l!gHc!=sxm2hAXbEmaM-E^ld%>gsLK(6T-6tK5%oq`qPpuYum(^`RZ=aIdE@dY z7Jo6$3+kYb_u{>P_H>DekZze+#M>t4I=R*tFqHZ@E3C!LP5p}=K%c`vx~{*3?eHZG zqAmQk`;h;p^QlPHkv6~v=t%yyBekQouol|TR=pM+iRpS2Fw!#es#6@l)u48BPFptE>L>)d4Td-aj~g-UljTTi1qsy3>%I%Lw=Pi!#- z!oIhA+OOghJt1n1ehK@_a##*eSc~;a-ADc%{$osjQ_IegC1Zm5Hb!TpT#S4>GCeb{ zURK4X^|sdUlaY|pEv#b7;l!S8)@58yJeX0bL9f_%@l%te_It6avhy(feN1scjWMHf zgn1+%%OT!KJT80SaP|m?WSa5kMhVji%LU)CS44d7zJ|4;x68KZlW00%N8Bw7nvU23 z+wqYcJI>2819&Ahj_irOu$IZSzYQJ@UbM3@8{aT3yyJVch@eT$gsT@t(}ayRy00 z!*mKCY(io@mJ&!yF^LMwH)#(3D6)B+zJaU4FB|YXxFK$eQ?O81zyxSbuQCl~IQRsi zo+^NqD1&NHMNEYJPz96NGu6VWvL4pO!qAfnK}i@z&G4qK!~64PQ78g+@n7=_d#0+` zOC~@D*1+0WABR#2C;@p*PaH+Q*J_AwU=J(@Wnm$ehjP%^DgiBU3=Ls#_cGRD-&YW( za9pc}g`hV6q+6N6SP6VSqc72rD; zYrqt&1MhLUu2$hydIjcUeOMvppun|agJ{pbOkgvJlmp;PaSi*zReTG!(hl)CQxdm} z;jl}Lh6S_-*NE4l6U4FS-Xwa!Ch;Ma#~or6jDRo14zZih+AVI-E4Z6&e?Jq~sD=2G z7{dM90hQEGB3>`Xzw|}13wA*_xfk}r3S5Cdi@or(@U2T?FujjIh^p3ocnG)g4jjfc z@}9WQJP^N&ztuZ5mo5vRb+`_%h%4fA^vCc3-r;jD!3q3T%%Mx-lDHu1$<5G?CgOV5 z3hikjUKYQIMYvr5hAW(paj!TieiOC1Cud=$SSy<22=Pe7!Ay|^^W;T-M-3p0bx$vj z0c+)H+^SB{BeW@A87QifWCB)}zPjo{BheOyqsKnTqB4Wg1AK*t@C~?Z_k|{M zo9f9&tI2d3FiX{0Rx35+YIPb+W&CuUevRBw*K&E!CiqT|#kJ3l}1I(@=Kt9Ni5N2xtjjpJ1f?yo=F8^LAnZ9SNU zb!}U=hQ4-$^$N_udK~FSpdZnm%4$#@jur^he}(_#%ENHnXX2MS^0}8pKVd))kk3!)ylAmg>Qs4R1H)^)krOJ z7CVjAa;KU4$Z4upI-fXENu`q7s&*u2tTC3buZj(GO zS8AMRUsR0yL-b~=Fis9>9H+axOQDXQ3RB@@ISoECqu^99$C)Jq6rlIa^GG^K4uVB` zCEgZia2AXgIix&+$ua4>2-Mwue19*xIWOQkp0rp1@^Z#R+g*78DU8QDmv&k;xGo#d6V9G#9Hx zEU!urr|@<&d`j6Epu9AgJ?0>BL!5+Hc<#Of)5IQ}CbqyH=z|Ny0YJX?j|0~Ny_{8n;raSf zKjzFcbOWIs;*5nX}>)oa;l+|!}*w8Vaq+6VSyT-eyq2=BX4x7g~kx=f3D!z9OS zD*juEIaZE!px|a}i&Z1E#e2(ZYW1bsfn+)x_5u~9{$83+(Otu8M%=@@__cKlPpN`& z;c6mAs%_pJyl$?UR#9%^JS(xKe5tw3)i(X+hiOUWR4?S@nCB3bB#Z1coY5iMvBWH0` z(K;VSHE~`H)O5PCHa(;_LU-yyopk~C2@SU|sk5pDE9~X6F*d~ex-k}G-93POm0k~1 zZ9k?pz}0fS%wrD8vQXAYolm_li`rqd(u8Ot=bRH@rkns1AV_|hEu)B^Oh-@zO@eSf z=8z=Uen)!tSQuwU!)W;gpWp~Nn)i@K!%#UKp7R%Wb4J2HI81Wv;W8SC9BTpiRHTK^ zRCZO4+gIgOeM8=m%UOrlW;I^Qs!3hl%d!T22-R7UFM%qQ5LyV&uUHI=*h;6$w2190 zv>5VP&yNq+{<%wFv>wgYhyPK7KA`c@8{!W*N1S<7-n<^X6F!Gh%p96S$*gjUnOQXR z8O6;9G@Htrqs~bu!z`xiW+^SD52>c9Xj0AE=uA^0VkxyZsdOHGMo=2kO#qtf092J_ zX)up>42)2d)Kb-os^U6U^BK>m0-54XaTcf3GAfP9yw*B$eC`i}IUYa4dbm&QXRcX_ zqnHg2tC|o*LNugcJdf5}G>%TFag+=xkjk{hG}wq!q@j6^Oa6FGgh@;c)edIoy=(rW zJLWcXJn{lvpekXT$&#zhGCCjGh#K+CZbdDb*H}Y!V%u^~@oK5gqp;tetlzQn>xI+~ zlVPVy!TK@{VDvjZwafbs@!%58Yin@1~#FS zsyvp#7OdS0LSfcgg`p6uy3w*GMZn*D?-TMmJ|PJXZe(3jP0yt7;V2wurFdO@!Aj#- zF-d1)7pjS!Wowy%>8uJ1ayxa=UjZ-h+H1@?XbQj68t^ub!abZtjpe7S!EvbwKU0Ng zQGE&xHT%sCxB?HvHoD0=6 z9WYEtG(ZqQ3oIDJ-;YPX9wYkDFmX-v7RxaTT62bv&`kKO=DThboB4i6po3^HeiHqe zej*pT^4+h%t9+!O3|9t>Sk7GZACk7q0KYe zvX_pBH0Ul)vgZ35E{g%;H5kacurFI#a8sOPRr8k^haTj&a>R1_36_Wolpo(`9X}Dy z$X^tKmdIRgPoUWIW`mq+=k_?duWIi_Ud z1(jtAx%03AT%(KT0o`|Z*aPe~xJ9OMB=+fz{qdIc_4v!I#<#Ghc}*|C=HUOD)B=36 z;1gCcmsp`UggeyenW9^W4S72oKfu}C_Wv@Ek2ZvRHQOAb!}Jmj&>QW|F!0N3!Nx4nQSwarc*&PlZ@3;&w=(jh0-Vo=0Y;9lPg(swKLf;OmgJm2<4IQ|4Qg7 z?E9+O3uQRnaLUnQdp?|!i&@2d2sLTC`XsQ%-D~c_3ioHa3!BZa@GJM~He8^;;g;&fQ5Lsm&2n)Nu0+`>ktm9d0s9^h;O? z*Xdkc87t!sT?1?4L^)ArVkTR|<=>WP*TEU`2i?s*qm$V7c~73zGvq~GA9Lgden&Ip z6D!GGt21x{=a7@6f9=eG-$pGwrfYMZiR0v+@FHp^E|0zLl~e&%+cV5-C?ogCVRp3H zCR0r>JR^JI*x<-ucU*3#o9>wHPI6n}R`(LG-A<~ZSRz}}T0O?|e}i}rcX{KnzxTTL zyBx}y{!aUl%(1gs!@Fvdc^e0q$<`0-q522^z|-n7M%shvU1&fJ)B^epuZtddiuGn6 z(VhK47x9KT%=SR@hci306L;a{n96QlYcKvUIiYCx03JXR^EprZ0siDXbOvlikEX*M zj_zY{8J^+HZYSPizZGjL&=UOy)O4?g8k#IK2-gMsVN!Tw^Rql<_cHHbYFHsvTFu3| zSX52Lc-Hgb?H`C0#YOcxJ%Fk-+s+j1SYALSejP-T30Y?NzhK&r%NBO9N&PR3a52N!?imqkH zP#z{PrRpp%ilV5pUDk#!?0g!%;M*z@gvMNh})%{w%>()L+xpOO=T6N9<-t)iQQ_kwqWkL<^`P(oda zew^jR#x@cLDmLukk!-bVD+^|T2*9OrU{c2S1Rz0RWPvH zo8tAd-i)mw4@Q>=BnQ$0UF6ZkLsl7n4Gof3$QAO#h~=`LeJ8LaVwG%auaei2I@_Pg zKav{8M;ACKNi?z|RaN^oz2Lam+)LJx_=3#P(O6X%))pq{m!0zZB^`xTbRE4sIK}xp zluy_2rbWD>mpGNePFoeRB5T&_rZ@J+)@C^VEeCr4$~wBVEG?5|30Yju59Y+SUPU3>FXZjzDGqaF~{f_W#viAd!Bx=qXL;UiL;F* zx(O}idXa9#Ub7L658be@+4X6zo~L>4(*k|duE!pCNT?qDX!|+J3_UW^SD|m}Y&}$0 zW-Hg;WM|Mn-j{Y2+HO~+FYVEKmpwYN8dam}R4cT{u0i9pU-okg@qzJrkNr>VFr7g@ zyX~s%?~i%y^xd#DYOmYrRNC#8ruXfgUMi)sAAC*CJh$3g?XA%T(&YBg4DSsq$LnGp3YC@J ztR7Z**(;%&RgP!oG_PSO-Fv}m6II-bme0v28+mcEoYgJVEfgo4dHH2!D?uj6N>)qH zCs8KyktEs9OOiFLg7QV_w^)w(z$?S`BCm&alIX6ok93^rps*oC{XBlvm2KHS58^DYkM4C)Dv z{F)BXOmhV;aVGBnllLQBhF{<+9HHxQjLTAUf^NZXb=VwrU&q0A(_mNZif;wK zv9H*|S#PF?rK!%&5p%=@;wq|2Dm?IRL>X(SdQZ($$MG}uGyaIpDM1>Hfg$cOIoRGI zx68W0PIyq>ju>No0;`_=?(YAZzDtKIP@e#!*ML!$S_6(+4Ska#{iB5$9X^^SgnL14-lnNeC}Y}g zn)fL)crx6t-{bv_PNU!)%Aqv#wd2=5@6sygUE1!HHRqj$blN%Xyb_ykPCFHiiYRXu zP(?0_=q0XCIq7B*+v#Q@Eu_+%HGbiIz`11!vod}Tx0b^#mol@tq&%}zO-artOY(WM zxc$aKzn;Z8=2woNd(I~R+nvr%ZsTib0iAW~nC0}4I~Us2Jh>Z@F`|Nz-k3M zSdZ=H8TQC272F5S)M!1zp3SN%nRdz)_9=5<2H*XTxoJP;^DT_ik-V}T{jYgKKSj=t zv{Fs}ZYGy<6H2=q$c}0iijhsde6lg?h_rwg_&2pw;Iefo?MJI<<%o!&XSCLC1Zm?r zUUXs7;fYEYE)f;s@h1=w7U6hW`{(3KL=B$wP+JjRgk<|(o`2Q#LXX{l)YU>)6K=Z? z)ou5e@SnqPx#z+U<|*s$i{IioS)_1>5I3CO;|M^D7O$jYxKfXk- z(9P)g$i9J&v|s!G9~E`pQWs#fxu6^!6GHi;eSz%&meVvzev^6QXE7aav#!)IMvXf52_PV+pXU%tpS^on70RR6ynFV|l z$J@vEd7hD#+p{=?BxrCbUW%3A(o!T1?oy;kkl-FHP>KXC1&R|W#X^Bnpacm{2?;Hw zKq>An0p8i9|M$M1k(-;_ox7QNp5HTDiM7_dn^DZh*N|yEm1n7@oeq~_KkcKXd?mjI z17#*yMmnU!afsm{>+&>+<%_5pe<)I5rQ)L2+x{xLPUI7wX&v!3_BZy2i7?S6w0&r8 ze@%b1>)!?e;$y!<5m!}zQP)``gpajTv5tNmL#$8rX8I_6VDyz=%X0xcTxqg0{|-Ol zHTd^fgE#dblZ)`Vc^psRX>7uJ!12JvQE#lHzTLh%d}h8~zBAVJe5mQ#KQM(>vW;3V zI-niU4r%Y`q!uTVp&Sjv3~eHAfDElAZGiQ#2A;5U+BvNGYmVfq>Etae&k z18237n5kuHTOdoTM`tvr-9@3o!UK8*{F16-KKM=4!*RR>7R4Z_L*+3Tri)1;7=j@L zN?{Kcrt)Is0vAYy7j-Zo7=zJ*nxYWpC68eA4nAlac)3JB4-#%BQDTI_2@&Bv`=EVL zrSsyLhd!c;*qg43B2WYd(P#K8JI_|o7NZh;BKPn@umdgTX6@i-YzOTikhO=VSQz?K zAt(q1pbpl-E))rI)Q)Om6ja5kSdD74yy%7wdI8d*5Cy9d*QbK$hw5C1x~7h$3=YM4 zH041rc)_nYPII(Gts#D(YFLFcY9W@Y*?-G6LNn?~JK((70p-lCP{B+Wzlm^OLB4g3 zu!dQcjAce$?;!p&77bWtt+alk;=!R-s5MI-riRvJ8O@^EMeiqUxc;;2_u%jSYuFQe z1)HYIXZA+6poE8e`GBx~f!o8nnGXV+@Fx6*XO&qYs9{hXujg$W)q&TF>dX(Bhs?tj zJMkY1PY*g}_T&44nt7K+9W(m`>0aF%7Zl55d5W20p2*XQW6@bwc*qfcl*jpw@-+Ur z?{i;TPIVGM>Ync^mt|t}{l#}%Wg;qsRtvq)SLSPyFI%q$ zHMAwZ{9;;gVIJoBy}-15M~y42UFc=DtVn0~t&p1`FGDVd$GbyA&$A5HJm8Cf1H6Pg z+HVW5%MdPw?IQJJq>BiTNhX!^)bQ5}GCe~@F)W5V%>AyIpeAgI87snZpq>vSvAu}I zUtF8abFPAzq$lZLizaN4Sg6Oc46_6}j2BLxX@1EPMH^NMOW}3?w|qn|;Q_sZ*YJ!U z@oW(KOa2bBxe$oDZmF?+Ak%c-1qnkXfgyT;DC_dFTHa8hs}=2KURKE+V20@&IeJx_ zn?;%e9sI&s^Ex{HB!=r@rdx0{S&%MN-$30jLUU?Nk=Ly=sS^?wb-UGlB$hVASzhKs zhXyV;24El-Wkp#aIt1W7`vZJ{Z26AfLpEir{q_#t&|A7LU%^=W7A%%6jIA`0XF>{{ zhx3r3%1kJ4WP-zwbP3|+Vtxg#!Xmz#{!;IHDNDGSCi4!`>9Lto=`uJBmW%jhXm0GF zujO{?C^u6IWx#rM)pa>nJ`d-hg&v>O~;Sqm9FX#=tfxG-Q+%@`BB<|DpYd>p+V38)Eu{OziEKPhZ zGi0XqgR*}~__sD#(GDiU7G(oc;V4vwe_)NaPK$-M&>H^L1}UypIV_R5lyT7>MEyi5>MSg{Pd+xzKSTEaI^Z6yX=}Ms==>l9( z^LYVA@Y8S_s>p?O5|+>jI0CciD9ol~aPmKr-P@^?aT)f~9-1Xn_%WI%Z@>*WK__S{ z-@(&q6Ypxp*oP^NzL82~qbqPgeSRIT!$F!PzvqAFtcYH6xjWLZjS^}# zU4S@wL9K?3^p9&GUrc9Ukoy$$Zgs+Bg7 zI>Q$2H%!INnvLzDGjxMZ+K*ZUZqa_qVXJl-Q?*oWmlhB4@C7T6d$nJ3*sG0zecC>4 zl=4|l`KwkCYMX_XcZ*h@upt(LLhuDP!=exc;c!hPU<h|cXZTr-?ui&j<7koR4OFrlU_)GDZD(zd{I?^`h-?&)Nn(Rq50tcq*jA4%iJzo?Bu!45r=SP?|gIcmNHg z>tdu{&`edT{Dx7Ds?lI^o-KgVRFS@e82Ul&>Q&HKDc~7mEqq1>-wNxLa$5}zX|9OT zKd0ql9b98`V5dqcEYO(D#==+_^Z#Vy2sREz%P~2vV_`IVj}w4sJU9T21Bb`@J9K&v zV13wQOn`RgNI6kD{=!33)T}4M6v!=I%8N{86InU`9A+zjkh>ZRieOs7W`L6)Hv=d^ zIf#iq(>;ljBOi(pbjwbluIBIdGxiRj;BdIg@8d9NC2!*y-ko(}!yo~M!Em_AyU6D_ z3P!_QHJ;JXoehP1I2igvX?cYwz%|~74TrB-0yys;;UhIxhufIO2g2WInpbcD41gRJ2{VK* zkPkieu)bmztB+l+B$mX^sp!EWw{-F(Ru3DXV|^SNsQ=?nF^4t8xon=Ikt!SFV$WD# zSrq{l#)3FYu3!(e1uPY3(<1b6H%r&%!y?#iY-DlX^Ky=yArH}KRvLY7{p26*UQTJ| zXqu9DvDutA=j(BUVurmFcjD@xPTZw4J(h34^_b{ijjM4juE8gAq1ivrZMhontF#7_ z%*D6_7vm{u+f{ibe#cdscQq^UC8~8PuJ)wL8?O0Sh98t=_?f`kyf&YO70sD=L$1V? zcw6Pg?Yg`kUyZA<9$$egRI78ZH97ZsBG=+wRO?oI2hDH@)`ktT5hN>n(-acLJ-Sax z;sG^-W%!g@zz0gfSokuBc6_J#CD?i##6pU>4zuZlm4aQ3))3A*K@{7MouCt35l(pk z4`OHd6FaiOP)F8~E!2#bkprL^>!9q#CEkq;%7oRb_5# zEbC@^XeNZyI{zv8rHFBtq=PIO9KLh)EL_XID*OmL%YHDOeojkI<3&(APAa4!{AJ zKupH)2{eIP=`CnIP+ap=;;K6pk z;5YhPeGD5EIl>;pvUMkoW?Ot^?H(*$PuIJ%&N*~s?OBN3JbI$9GfVQ7w9DDIe227q zN}qJpI%!?CGH?U0YVq1#?Uu@~Yrn&DZ7{sm#%XW0Y^8}Wo0rXg?&f)u>`5$`8 zGKCd}BQihEm9e@GMVJj=xdhl4&H`05bwR}(S5?Gu9bam9;F)%Y&dY34Q6(~nqBvF& z3n-jeb{Jd1$*utYnmP1CyKQ1!_cDkHqg#&%>{fQeD!Ba`7@0k2@c z=MR3wI4^J0Gk6BK={7xu$@YCXW_&Q1G0eS6+2A8e)gOatblSY2^m}ue0aN&MvxvJi z&k_mtB@xXF@Cs&f&~D1`UC7b*1?i2pN72jx3=vP1wk@GM>MdF?Eb_3XRvoOXNMtcs z8;^*?O7qmUCa5@mDx1b;u<@Qqtj;2Fni+2fqodqE5><1)?-d@MSaCC$oun8w_f3`O z_ECtx3;iY9QX#XaiXVDWM;fB9)psfVF<0LWHt(%3_V=Kkif}%NqIfrDcecT15w2HK zvEVllL9^8?&W2hdQRxFm6-;pSg1UBpMN_tiH)c)QW#wP@^WD53)MGKMk6II%*cbl5 zOZYe5RQ{klt4@Ei`Nj;_V7R3`cf8tD@leE!hkkG#&*D0M6Nf+szlZ;0se7M31n%H7 zfWv#y6C8R$dDauoVjZ@bujILHJ>eAgfRpHadKN#`JHSxhHfKj{!>amWoXab+ zRs0Y9nb(&s>8PZUY@{3wZ}4r7X8M3*gVn#qoPR7=Pk~ZbQ>3G=#=?8d=8htB zYL3Qw#YaO=<(VETf0d?`$aSSk8t43vVd4T?3NhMf6)`6pH(9o5rdEQ>FpW@qY)~{7 z!GYqotB5LJxjTrqq8f|9p5m#y5H@1b7_EL+9?XOJu&s#1QF?n(L#-X>6e-n}phsXE z(MGk`U^Q4%6@fT$iWei82OGI`3^Q%_bNHJt_FSWR_G36CcNo{`F{BuWcveoljF@(SIB1N<)BhMQ_u&e1vA!+(@_!Qnh*s{UD&`>hq$W7ue=%S+t3`bo<<1$hmx z;1+*K59qLUAKH4BST!PpczUU)5kWkMrRW0dD~ zSW#Y#w=yrrHPrvDxhsNyT(!XZJb7JSR!|RSCWeY&=RAv9==u-mbjh!xv_h;PE5Ll1 zOC=G-imRR`<`X)4SP%(7s{h~`q|z613_k<&DNv>UC~^A z4Mk;BrN%jGx^wQ#Fw>0EZ;K1|InkR++T+E0*FIycDCNE5N;Rs}1Y@Bml60uCSW;l zpeOQU_AgjUujk!~!BHE{mb?MakZCd*vt8wQwyO;9WR~U0N@ZrsW%wO#lr;nWd>T&0 zIdU?-W25jX8;1ATP%L0yhFx^SUEaC^$+l@u@_bEe*(hqNEK7Izi1)-d+Agh))*Hgq z?jMJlT0cc^ddPyz@9_up`AboG`j`^MDtOCMR8;0DqYV3kYy-cEpV7}o^Y;2hWxxKk z1~X^xX5$-t%3tDOHcDBZ@yg;1hM{m@d5WQG|2s-`3;vi>{)Wye{VqHq+Cu>Ivq07k z+A1C>8&jHfgIT;YM6e9A6=c&3nv3<|cfA&*D;qmsl)_L5g$5J^fpA%iHJs-ZS=u-F zmzD|_wTr6$lPW{`E|`PyG*q6ZQ|y)YQgH-rHKRjdv^HA%7e{Dg72~u-n5@|_MN3p( zZMtHrq5@y6-EsHzRKYOIc~bC+N@Y}hJAu_khe@i8!A#KrbIB5aiiPZy{h4>S#O}M4J&F{2a-iE&w8OrlAD-HH2b+8u_Xe8~0 zy-<}Ogo99zAJq5iW9T6K29uOBE~PJr6^fNY@*cEDeP<{=3##fVZXUN<(=MgK1NaVb z{NXTtol?rJRFvI{HbQH2Ka8XO(BAc>yMVEd#`7$=<;qf#cu#Bq)9JOEnaA)fhu1`; zlZAmij6%={6#C}TMy|my@9vzin3LH z&uHn+^!CDDxHG5^#>h)-xjWMU6FKLSTl^bY)Z^xE9&S#>6>_EA=L%OgVB?b^EgJ&zzpQR-n31$ zq#^+^Ml)A{_{Vo%-xAzaFJv9XeAeHgzv2#iBp>13kNfdlXjW(%z6iZ+#|PZEi&{_Z zh5Q5_$5VI`7xQY?JU*Y#P7{t>EH6U`Y}9)p9UXBha~Rgq1ItM zgj4uIJb?A|rQS6BLiI}jk2J+}o`!AoWOWaR1-z8C%R7f3!&<@Xy;FGofCv6mb2D1H z%iDstc$5$~ibYun_;lwNn=2-8{2#HXd-T zl}qFlEagc=hdDBU@Aeh(jPwnYFW3{-N49q*;3JlxwD~W38Ba^rf}J*t;Be}rHDrwG zuHUUx6=|PVciW||ItQcpZC|FV6i<^2)SZ)Ys9Dn=7P3apz$?Z->>9hpO8IW7ytpsj zh{v_=YwRlf#i%bGYRTSsmQ|9yu!+$UTj3@qWtE|m-A zHtswt$mKLSN@l2aj-01Eci|vU?EiB7Y@;5b||!;93*R*34yIlpm$amI+8!X=|uU3?NK7z zRh!D#^Xvt-V~v*DCC$=icWO@8jD}P*pc1V#RvQ_v3ber2o1ccG@P7aR0RR6qSp|HT z)z?4g+<5X=O9mUGBnJ!_CDJ*hMvV{{JzyY`(%mV7ga}ds0~KkM?hXk7l`a955cne~ z?|Fvr=li+&dv2Y3?m6GH9l=@R2p+*hxSugm?8m}JU$sbdS10il_T<`WF6W8kcpMjq z6ZnZ}rY4GkVz9m-pNeeObx~N=!+(rivORXhJ=6g+uqXDytJE8B(m~Z5J?vK1Wd)gz zU2&o6f=TkOlY%MO7?;s78fc6(hPg_GRG6AX3yn!Mi6ZUcE~ruTMh>Uf)(9HGwXw!n zw~#%RV$?L6$vEQ1s3|mscDXYsr`m1Ir&0D&x??P%WsF+tq45>Xv;C1913ww_Xpd1) z&7pdBvK>_8X(ElMht^{`n1<3|dL}cBA@oFgI1t{K8XDJR9~wv>(~v9-r%^PP95ver zs+sgDeQ(UBX*7fJexO+(zv^Pw39G2Sq$=vEf#y2upia;mUjy?n&7(E;R@zEOeFtd0 zZwFO3Yn%J&$KZaNs7}&CbZ`XewaR0k9@P#OyzSH`ZiKa zUo+ows;+MG>6Xw?`wRNXD5E~7GJ%Jdx4+@WQ>&i7DXQQwKF=`PZSEG;^(Y!iJ4C7( zGV@>_tU-A(FXqDx5vvlgrv4N@g8djPv|eaTrRgM86Fpov#P`%&UQ)F&YlqXz%H(~M`RXDv(xMns)X7VpBStxy6KYQbl`SatY~DN$v%R{7^6w5 zr!w9**H^@7ufB24U&X6<1xKk->O8I$+r>4!fj4ny_$6JB_WA}p^=W}@ zKwro}%mmu*{u*^C6s49JQz*O2tKyY+@AZ6x)Cd(DwV!s=0XoQ-uC|5G3|(@bt6ia8 z{$I>v{x0SOHAx*{Dc3cgvq{V8Xvivh5R}q+NXe|v4TR?{IbNbFT zBi^NCTI9UcEv!xQgwxMzLwB7-qYE9E^Q|tlz)Gj?bWV1s9<U`(XR6yol)h6EexDMCxBDYAhDrl|mIj_`T=5yyS^EJK7!qL!X=K(cyRw%>Y-khUm zGn$#dg%$A+wjPA7iQXZ1$g=*j+$!t$>gD{k{Nt^W)^535R`ZXsF39`xtaV>{cpyi| zU9c`#=d4BHcjX<~HSUhQD^FTp{ia;)U+Ld(U6e^aQ_x_wlay#rn)?EK-Hb^7{@qV{Ua+8*X);f2&`6KwT*)=9C>4#7wSryv*hJ-f=UCdF$*%53KylS6$=b+tD6$(ZNKZx9wy_NDX zolo?Movdcq6;*4WUzT?x>|Fgk@rI;Y(F(Xf@?xukwSt&5clt zj68N;dm_y-1{=FsuZp<|ZbidyJl2iqK&X@M?N73UT9YP4xm;5M{jHve2Wp%c7=8xN zU~&HwoeK#cbLP z2ve{zG=nZ#=mhz3JG6jQ#%bIM6R;B`;&JXzz>aVNTY|()$b=WXrv+w1!8} z7K*_z7y}cbA$!F4Fa>5~1KJ87Ft+j+A#4j9g1_3M#W3+$|K^K_7;1ox=`MbVuW$^G zVp)vi(Y5GTyoOb9DJ+Fmum;N0xAYr4ghTWv9HD#A!M=k};kdX;_vkeV0R|$WB8iTE zgKt>k9u!8?dq!*7R1Uy~K1cUO5B+$pD|DUtQ){Orzo`2BrYs=|@s7SH|Av>WMVG`& z@Uh;67(PZMIk-!_5}ok@?4kjXh8^%B?4~sA4;OJD42IsU2`lLvXp6%k5%RNaYC#NZ zOLop1LP3aNeGNf^Of@e=jTE7h3z++KHBZp!@LB2zwKm(Cv(+8nG3sDW@U1oy?LhPy z_m}R#2u3@vyWF1anR9f@m6f1kV5fn}l zlwxMsQ4~c9vWRSE=93``(O|p09A<8}o6EFN3z#x>`P^M~3Py)X1Y?Fp@p-XD6X9;(x!Th0^pL_JoY88>|E zeJhzW?xGP&ID44I943#uWSFPuG`;p6rh3e3#;JXj%$(AL>+GX_^kI&c0nhKRGhVn$ zX(`oEy}~BiwN*W}z;2)#sFl<}wN(NTw$OI^9Nve`Y(0L0#_%r80TX8PyK0LQAc4-a z6k*TOY^4rf-d+Ush^#z<^|^&y~TayL7+vuW!dB!{=q`ow!Gjk17lbIb&q5yN2w_HZsudV;dq0EGbF(-Q? zN4g_vMCe~Rf?moYG~P-h;ief!t-jRRxGzeHb2yr<%qo~G*TP!Ju4AY#?ttx(sQSzD zGzw3#71{>@VTmhZkaZWz7`Ndz%ofANRTwLdGEcYxdvPz@v*mOXZo(}%fVW_#IL!Gu zT*6G?h&0GY1!QjFM;D{0g_$TL$UqJl7$FK!ki0S$W3d!vN3R?#gi#DfiH}7aO2E$6 zh4>O;j@3>tu#$ufmKKl0zt?GEpYANq>F%P3=q@VRUg_b2zNC8!58Wd6=%RL4(LwCg zTlGt;g71yhRD7Aesc0e&SuM?mbk>R#<#^8@L8^QfXl}2JP7~?TtMy`i-KrvD!`oS@ zR-8z&is`(%L^dHNM6We+t7TSyzt8PX-&!A%hZWh+%W6gjU6vcIo^(O3vbxb}Y4R7{ zDAG-*&#g|>i8@jT%4xKs^|G0<&hN!o1L?B$Q2s6l&_!zi4WNfIA@qyPw0@M`=qsy= z(SzCckFpCLk}rI#WnTXiXN7f6e#2|jHhQw%xGZ~RrCxMVW-uE+%j3Fd;jFC6qr3C! zZ+Ut;c)}myIcUITaBxw2@k|m;5%%$7aGC_Lg~RCN=@jyDa6`6oZGLF@6ti zviywaoj#TtC*v?226yl}BvK2NMjhcG|35dHGwLf6MjXyoyr{e~COw@ao>2A}au5 zK%KwEfW>X(JjmlXu;Fpu%CY=g82GtgL0=pJ6>$juNsp*99e~NWQ0|9LD!Z7E#~=s4 zw7syIK2+mWSKlKsH^*&fWszd_`$wk6O|u@sKXcH4+bNki=^Pz&pTgO?x~&O$Lv zhsRJCYv3WAfWO0sP!5Ca^?I>IYtFY52RT{#iqc+4C@m3-av^gNn?+1~Z;QUnmRT@GNU(BMg&ixE|I)qTB?VpgSf@ zp)zn2w8uEv7LUuJ;(O@F9(om?=ew@UH=E38fF-d3dtMK%nPs#D4{X!L&$^&*xjBS( zax`BB2fF*j7^=p4H-T#46nZIAu)La2t7r$c#dcU&&Q`@`XM7?WpoeDI7+)JLur(Tr zDIJQDHrZ6tHYh?z>jGwJ_oaBMUgO_c_|15QukkPS51;HG{6qbX|HBuI=lD=O=lq7c zp`PJ0-s=M64&K3=S-6V}t%tb5*lt`Ed(?frjkg&0xc?qwtGdapyIHl{*vhJIox>k- zxmYfK#NO%@p3K5AOfZh&b@L$mj=5rxv`@LYX{mj~zrvnr&WXO_)|GuDM?^LV9Wi^$-m)C^mbc74a-ghC z6|DO@F}PHwke5>EuAVGw(kafpvc5CI7*796#p0RlT1u%Qk^h<%r~(a@m8c?Pi+*8N z;)r9Y^sq@k=hhQ*jgE85Qy*?0(bZ@yud_oB_LXzS21-+RS=pCF;3QI-Or*EiVJ1>5 zK0{HOpo>yLYAg%Ua&x&koLigBVpNP4>2&6s>9RDHVJy{Us62V8kBoCZ;uDppTc+3Y z(i&Z!*62R6k4%?o@>{;o7IG}##38#7HIcXNtvur&_5(YSycyHwLVcXqpQ*i_w3j8a zYUQXJjgi$jLMp|py~iic)D`GG8o;x5^bMBY*}Z%f@2jgkVou`w_}=tx#5+}SYAdJd zwz4>tpbqlwsk~MjIYm#?2kZiT#sZ9e_F1>IjAl)Xq%Whw&6n0M)?wp->S!%gSFoJb z$mqwa`@%eipNV65oV9y8bD+bx&Q4WlaIrXv-rtdDikV`T_*Ar4$FRLRj`PI=^?i7E z)j~bj8M23*t|zi4eqvUWsXCS#>alh=Gl{jhp7!4Q5Ia$(@yq``dl)T__`^A8+!T+n zgKw&F1viKhikv}ej$KQ|8Pml+9M36PC98et8gFZ(#VD~G!8m|p#Q|)nn)ovDU->mw z7n|fo<5Qf3B=)P?(qq(pRJv-#wsEYrj#{80Q_-_~kDVs?7B#Zq@q)LtiEN{T%to8& zY&6SR3xA6B9P97LPdT!^54kXjqq6GE30ANNf5Xh+4G8?2Jx+7x3XPb3|I9J>IQ9!a z;va%BB4BO4i#;^7o+cd_D!p_pLrcj7&?S1CwIdBm)Vyik8*5VT?i;JNK@9q+p z*KrAqql(yvdl&K!7D6SQ1I_6(_zVtX9COP|e3#Z^A}#0EO!ySGF~gY-(HwA9$qt3B*#pV`HdlAJ}}@JPUcakp(R#@;cyyNWLKw!@!B@+ zPC5{{&GEul5gVMZ!;6M*rFgS7$0A=uq+&IZAD2P2F2-kw#oFR?tS_T53cZ*kMfS!Y zU?*GkQ#dLZXP>t2xczh$v6y}MPL6{c zb6isa!{`?L$)`w%`PeNu+E-powk`!Ud;fnp`mex|_E7feYdPu}3e%_#E{DfhORQuD zw}!D6T3{>u2DXw(>zF;X#cw%Z$1(LfXwAR0!uGbLk4b!zvX6_E;eVir;BZ{H4DA*m8@ax1Su=aZFEVzf=BWn-s5XHPfy@B zzJM3-9PYE1JSXn4M|lj7_+0;wEBFWe!s!@!tw-=X>)Bbn0p5RecHtFfh(kF>@oq3A zZ;L}vgYCd}@Ydb}O(e&4S=bNL@hBXHV+>E;-d}J=(@$`neHMq*S0zcrd zpk)B-s9fZrgRzt(BC`Gx5o83=&&WfaR6OOT5Uvp4(P(i^t%lW*`JZf&n&TSym!-P~ zX468L52f*ATEVa4ede~Svc8)~%iv2miF3h25nP3nU@}aF!W4xu*c$RsD$BSf)RBda zzk)rjiS9dMj+;lU45V5~x_DU8FjvHDSNpXgVgpfbz%oRq0((Ohot5EBR6p}a%IP0u zzVGxmBmF`D7wQywIH_JaC~l}(<`(sX>SZ(t-H}ISM=EY~rO&KmvbfQiI@3|^>q?t* zwl_PPN1{bG6v8qrtqsev65ODh-A#?mrnBi>BA2MDJ6P3pZjoQSuk(w#x_NAVQBTiw z^NBh-pU5jtgk=VDi`-%y?|qEBI8aTuw>n$DL{`)}MNUyp$BMFgxs{=lM3N{W5=C** zUVjpk#4)RflAOHWL@~)KD$WNIL=)Xef8iDqg+#%uR8X7>6cq_#tkq0UvJ%eQ*jaH!6m#WfFoSt?5sn8OX3{=p)&Wjw%&2dKchn8ddJ(R-7U36o&{~R1aI7w3{w9~g5uy(GtNcs$V+-{W&O(DvI1X%Fptewut zgwydLoE59_0>9K!vVc)s#!(RSQcV$!#pnoo+|RWk38MsaKQY*@CL7CeY_C(CElxVi zxqE0oHdX8GMC>Vr+8cJvM#IVTt2~D z;(~h2%zv427rUv(>JTGdh^8@G?7^~X8}<~Nush$}cZ>tNy;z4s z%ni6M3+u6y*nr{cTimQu`CeO!uhGLp=dtb}Zp*{gSpBJ9fh(|yn1JJ1iB(^) zXZ=CWfoC+4`pI`iHIKI9_r7{yRoMggvZvTc>#4i-v*;vp;~+6a z6v3|4hbrN4nkBo5T9h9PaepDs3t|&0%{0%6d?2jLV(ah4_y!tFd)5GLFv+qbOaF;5S89hkdA;sklsN+klqm$ z=^*7rL;ugY@%`Q}&u{jev)Qv}%gi$~d$U0-^yl)J1F}N{%8!wdS!%LEHbH4j!R%0< z%HnW-k9u(|%rIr~4UB_0=tS?+1g?pBAul8fQZWG%;F<1$z3~IAtj}Xl$iR6#h25Yl zEY&^!ty!;!!BZRt8F+w)>@)f&-5YuddO}_91qequfj7`ZZr;_DvHLD@$t_DlrdIZ(cyJ0u%5t&5wt+SBmOY!ZaKj0et3D*Tb z=o|1eU591*TRmA%)aT(m^tP_RAA-gDH`ps}SLl(>O}Gi0^$EHKm*^p6;G}*C_edL; z4F=glgGqiL7O=A!8>88W`AtC+zySL3WpsU<$91teHWuvgW%c*O-}wW)!vpaWUv!4x z5Nu-I<-XVtds{c15AmAFUB1r)@D>loR`S1{vVxbmH+HtpIrn)O4#WF=!x@IZ+Lz1E z)BOu?i|eO74AjRn-E;@&!Py_1McfbI-IGm z?yKXQriUh`CYFl+bfs^VPvu?dYn-KLu2kPqGm&dxO{|4yOf9U7v$(8N1*?Wp8CRPU zn2hbY1eTYl|Kh%A%!gtD718#+&nWFj1y)6TZ)TXLywC0LFX0-F^k?!%7>(Y#x$JV0 zP|yU}=FF}wWkM*@)u=Jn)@Wh8TRq0RrqeTcL>B_-v?lr~+|++lIw325=}-tzmY$!} zD|kjP;BUvfKJrP|e#Nh~69oJ_po~Hhuf!Mh)B@wMme-<8q%lT|Y}dPKzFw$z(lBc? zU4knxSoGj3v~@Pq6_~BBKq=p5+Dzqr)AS~qp*Pbex(Jt{zqHy;9%}lwlh?k7<6XTz z#zv*ldRjvz<;_2RuR-C!l?UI(jlKi6R&B7kS|nO~PHF@6oJaB!?q|L-(@iq&w3G2&e&`m*J@yn+45K3I zaRF?=jd*MHT+@Y1p@)oXN+9E@6#AXJu`>hJaXcR})v-E$Dm(uFqdJb`YPesxpb}QX zp;G=4ncr6eM;fp9Pt8qtl6P!7h*7uq3rB?V#R`?(Nl)4uR3qgg{&*$`#L~>bwfRb1$Y1!3hN)E zYxo%cfoE9MRI;Kl2fb^T;&)9nG{7X7;!ATr2kqO%(_t^qkahJu&|zl#5WhixaUHtF zADacR5c*>yt1|TVD_sRf;0UY^HK4A~yBmSqXarV)f4DO2rfP72(zzd&gL2Rd%R+Cg zXZ679RvD;hb;ROO9IpAMh=#1=BGXGyB+>CzLL0{hzS!yg+wgs&&&n1{pZ(9){^O+WrPs z1S9l1xM+65PS_>zuKU6mPao3(*bj~MXLJbK3fE0Cd+g$3z3*{X?k4CL(UVgo&MFti zGIP)_hOM{=mWw!Imx*Y|L&OUuOHCnRfsWi+xUekN3zU^NddYjeg_laBXZ>EEC4@~& zU?={?T_1P^7xfeP82EoSg8P;(Mr`!?!CLF&=i{Ee$^ZksVy#oUqVYG> zQMjQN(lOYI=i!060)MGZbWdFp|8)`WsfX%kye#+UU<>ZSyXr4>2shDQJPxPeG~7`h zZVOHef3(8=+?*WzSWSWnYNDDVSPS`}G@$ljRo=3hBD9V=t%jP#q>=1*j-i zR1}IpVHin?utOJs7FZOD!9MohI>N=pj*7r=sv{aw5DG$msD<6cGUK4T)ODp=m=8)} z2ttq-AHh1l4EJUAhQk}GvTCEMs)O7O*5jM9lh@%bm?htzrDm#Gg3>Tg%~utvE3C1; zhN^T@J(vC14Sm!lby4`SpK1lS6~Sm(<#8%fzVL~f5XKd1j(NEY&XrzfhcQ=qeN};9 zp(At`Y)~6iKI{uWstg&&d(|$%M=%t&s;#m++rk(Q+tg~cO2jKysYkF@&7vwe3EIeR zOo9EX8TQ1{sLd|g$2Z{${;jUkJ$$Y_oS;XdIXh`9-BD-6m!(?Qm4`=aA3acoxq^7C z`}_o|QL3z6OX1G3YJ$iZH4!Wrr~L4-3cxg(S4cRt6lR0T>T}ViFGPI8<(Xijijmn5 zqN=bE+sjxh;x@HC42v4#0qJcFj1sAde%hx#g?-Aye!&4%A3uf^^k%tTmC-|B2zd9? z;D|b+UeGFiolmNn=A=rMl^>{gsoiQMl*b)v1nkB&YK=0uTD1UgW!9+jda!%FfnXLp9xCRCn|x)DQ|7QlsUgo)1=)jWm&VZ5j25D@@@kFJS`ry3}k50 z8&d1_-3Gpsech-#mVNbeBv^a4}{J zOvOntr~E6dHU7`7rNIxf?GEL&l7pML88*dnzB>30KC{=EKkQxR4IIs5xC%x`mMKkXU#>k2{wuE^-AyBi@Y)e-rZHRDv$=n-F2`Q z-lbUGnbKsG-$7gQ>DADh^68CG$NhjdOZHe4OG@s%ntp<*SeK5eIih=iQWTAY{=7r& zP@l=pH^eXDC()ZjD$e>@;`;=Oqls`pO@=0tEqdD21gFSzqFB$*YN~ktqv~hT`>8w` zgk1&u)laIg*ytF%VTSUbVYZ)5C!w#^-Z=rc)Gbv{r$Glgr$*u&`PN}okPayiQ-u|O zQWxk`i7H|!hB9oYq0}8xL-Zb%0Y%${F+9E6DCi13MDu?Xe)&PP?MLOY$##$L^a}2Z z^Mtd#@f``{u$nIODomcuU3PB4V~Hjn!F_xpQNVNc7u>`v6z#U6H%&`jK)s{736rI$ zUg|yRH=n8_Xb5eU0ZRpyrDBy|a*Dnxm&z^Nnpf47_6dSS)lY0UUl@awqn7(>V=m{F zJt2_UR}hDoHs&pEz+Frn#$i+LZmRJTyJ%FlkYijMFiXfU8AWxI6|33oM)9r4jQE`} zw?C3gy92SfYHv+7`PF$CBg_>b7v{nWNPsvxf_bnf3cc%+ zhMjZ^XaTLDhi)ZhONim`ai@v2*Wy}i4r#avi*si{-k})|POP0X= zfsJ+>ZYj}d5lpi`HcRb-=;gWvv7zMXjW`LtsI)0pHs05Qk@tgnq@S8R(LNcizHLW&C8pDyZme1?j`}J z*tIwTdzd$Pl-<^NY#xX0!!}ZzyP3RLQ~v9<=q~q9f?j<*ZgQ)0Yuj6M51C~QZS7bo z^MsL4-t>CRE91*1<1E1$;*Hh2t85BzOnBupVG^$i73R$7?Vwi{7MqCse!s=wW&oZ{7)*=GNjgw}(0B_txqgI|&=h9z6^; zbtAB@n~QUCMK{5C*9i3VF_YL+P8?!;EA^gP;l9PA?dp8gEsWldS92O-qcHB9`TUOf z*7D9WZh@P)w^JY(W3|Rh5q@VJzlj;=Fey%btdDOxi@6~-z4N*aI~qsg17|2!^RJJIbgIcn%V84M4Zg6R!z0O_ zo=?I>xkrnv*{=tk!p**Izla=yP5tD-oLlvdf*vJUl9W&eMqzfZ2_xN=ICZf406tV6uE}+II8JK}%T>C>ddpQ?*pB<)4(^fMdo6h97GJ3RFhe4; zxA=^|X+%hT^&6&|>F(4u4NMXx(etQ+wAkO!JkC_#^mOVt*-emgm?S4iH6!XpL{Wli z87>pdRP~)IAbCxB7(utVHE+ai^jMw8f7E~QmVSZ?0Ah6%1<-;Ve8xJhTjB&NCYi}y zy^}j&vKc8WZ0qviogr6%0l1SpVn@k^7LYNez&l|Wh(+`l81H-r@zma7`xIBCqO_bp zgSqUZ2|S5MOZ2R0AXK-m*+KdQK7nxn^pE`^eCckrmhn=Kqpo6Sy&#)#_CwqW)!?gnfgSKrltNH~q96gIArZ?_G(V-=#425YdYgx>VhfOo7PSz1@^~m$H{t?_R%011hMKX z?5S!<<~X0;Q=L^Rf1tjD9;&uvtC!Rc$-L_0P&HKjqlShtLPj}WMN1C19;fIQJd8V| z7w2@u_Bb7iNnSf0+OyBTrVhh($+i#67%!+p{5CmMmq$sq^tWi+2=!DAh7rocaCH?1 zDi3!hMtctqz#s684s$O&tk*#rJkW1(Bl<;MP(Q#%SP$pb_Y$FAQj@Vit;T~AL-jF< zSc!6xfs8){3lTKFRqSYDGdshnb+(%1AT_y}w>M#>40WF|s!6HA|ihmK|* z%!9Lhj^{%~s!DNsEFM;6cpA>YG`OJF!)S@`u2Y;jLsOs*otG^2in^?}O8sSsl}K&7 zYNy((+;C8=W{#Q@KFgS=zE&xegak9NG8TrD;APpg6cPt`1cuuVm`ZgN9z(3If#B%1d0HlO)aX4E)xHh3sS zWyzaOdsBdB0orrm1kVKzAroVUOU%YJm4lSqOn^B&9%k_bd3y#=<0NN1%;cH>)=h%! z!Yh~IO<|5x6)xdRJg=ANFZ5cvt4_jE(c7P43EzM_a2FoIW&VSHqxF1Vr^DX@ z4X+^0eyUEPMGh8&zXZ^mP+N7PCH#4yHI}EsDIFj(4XpIS*IRe#;!D8SnGn|qFM)M z)mhbAtYxocbsw4$)I_woIjlj8o54z4jm@Arcro`y`~a$RqV=1^+Z~;AFi#^scCW%R zeSmWMHqa)TtIyLRebDy|9>@qcTfgcjaGPX)a7HhZe19{n=P&RYrRYvr5=ujt@TpfB zm@awL9a@h6vAXMakcGG44$Lhvd}P(@oL7n=szlq<^6%fgAF41H9i&z2~p3TW|}!-%oGB7QNcJMq_>6e{RB;&TTlR zk$+QLR4R<6Ou}@(sdmG%}tAfA%^e`5dOdb=O=;O}`W ze+e`F)8IpAYWP=_My9cu2D^A7q*)<~pl_|9a9>Egw!(EqW%Q|_6$cQR-8UVE*f9`2z$x`|HE0d5D|a2vLRMD1`2 zreZw&gdtqc?rLw*S@vrjXbpud{Q?K^a~ukN_z4by$(*02z`Lf5DQm_qBv%{aDiwqr4 zYaq$H7#6`vo(KKRd{_Wep&->UU-JMS3a|7~aG}h1JQ@Nt9(*(g@;kXqfC4m~$H8imi zX!uyy(XRtLOSJWE3j5XiCg=n$w+=>h_g2ZXpT4oYL1960-Za`4TE+Wg=yrPLx$2Mi z#D?^t3nrc>n(8>!u0e$;2|j_!DSHdH(B*Y;Jsqdx*2t1hbu8{3V}_c+ zrWKdK7W@wWtq)RH>loCx2J0@mgPumez(lIA$H{%1f)pC3bDLoH8pI&uV+%vf-6Mn{b?ceH+88wDZK{P!Fs`Gc8E@e zRLF9!^A@K(&4G3%5x3wubwKabNx=zW@lNxclekQ1`Ox0}TK;Mgz4;Hjx_?O2r(Dy2 z#4h6x%Re)?5PurkCDOJ{q+tZ_Is2Qh zr+ZLaSgQiEm$OX~os8Gv67)qc%~koht&XN>Yqc6qy8amU6}vuP`scmlk>MqeYQ(3N0>FG3QGD)2!A#co#I~1iqq%(h1qeRj@|j)7|I~ zH5q?`W}L*=)HQVouBltF26B%KgpdG+)N~|BqN$s6K>xutF_Y%d&Ba z2oGXuok{P~dc6deKpgeOWpG>##&>)WVf%_j77Pw>2!9?K&PDCFgB#?UQ+Z4N7NG-k z_sQKacb9^dau*Ff6NsgW;57qbu&xKo)JJj!7w(nn!}oHX`p^kBs#Fz?smjG>K>|b|-Rm*KujqfB)Ro~TcG z0o_zx^>9x-Ria2rQ@d0d{7G$6ongI-5`J%Cs>m-5hCy&p?c-zWs6L@is#7XmZGa8n z_Pua5e~3$HtLg`v^g!B&h*_`*8`4RviV-veX2Wmlm^}L_*nofGvsNa(RFMd~$ufN-pM}3R z&%#G|h7nrBX*iAb7;7YrBwwJEb-hzk=j`;EcPyThUl68;K-ZduZ*%xAT+QfWE@3Ud1(`8&>8DCt+Y<$NTyUzd?4ME zkRxYcCav(~3yiW3hVG$0RwrvUd95VM=NY8WN_|YT*U=K{h&MbHUx9)HPFVZ$DZPrmgjD=X}hwp(q zRu$}W++D5&m7yp0k@X+xJ$Mh^F@tb0j>HjI9bWJNt2zw98ZcNsRm;Xp9)m@6rsor> zag8~`S30T@QJJ1b_TM6jmvZ;$t zV4MFot@U1^Gx|eQ8I+#L-?CS(*}>in7er-j6MQK;gF@!{bLm`qBP3E+K_aC>5^WOw zaYjF*(dwD%r%I_b)k%e@JgT)CpvtOTs-EfzA7Bg=hJloYIq3mB5O!(^ooFtm*_}8I z5_vfP3RhKV?}?jo^Mb-igPym=yez_m%m9zvrdi=J+}styTQW-vU>0 z3vBMJ;+BZkVQ%fT6n<}s@%T9O&HW|dexBeIwYp#z>?-pFEG&1vi=(Y=JkZ(6xvkHf zwwTHxRy%xy&D_~(gFdUR%-UlIr*rTMzGE8U0&ax=;+|=Y3)F2jUNu)ueKl|h4>T>f zD-Y!3=7gEZwQ&N+Vols@_L?2$J?}8CA)iJtJ9|xSZ%y1|{$pz5D1IN`$I%>zwQvmA z!n)oO{DCOgQ|5??Ll={T9Z#E+=0p4tkIULPIroTXr>|b9AAN#QoDrM@!||&K(LeeX zxOhRYAj7#~J%ud66L?4^y=Nu*4$yhnLT6!$J}bGIE^6wmw2kx!jMgXNlxVJ*zUKOr z{j2@RtcUHUy=SaM;AG1YRr(E&f*>;rY#Ir}U^tAC2>roR#4O{9Fd6dEWa*a*R=_lv z1gj;cCqs-V^~n<9Q(z14az3Owf^=uHX-6)G+Ie+^bwqMv79EAtkV>i40|u(4YLW3l zZfs?OAP7R`4)aiPF2NyC0PC1gW5A0sr~9w1Ae-N?>yvnD1!~9*%*| z6a&?<8s>#|qHBN91)w_x+e4@rc&!dt3hwCyyE3e#NVA&OP!;HdmEmj2c$X1kVG|9) ztyE3sclm4Kgaj-NQP~mlJ{+Vth=XxhTiQ4rBd7%vtT?D8sKIYjG#NN)@24|xNGjQM zJgW+Er0E4?{W)o-v&+8e8R6;XvG};N&AJY|^zW1br|7ou?;Y5pufqhVqzdCk>V%$z z^|_SE%YX`%tvv3Nb@5EU*2EIII#>Q2heUzTSlYh?1f@g47zW;CUB4D(rZ4Wx=HV1PVWj}(Or0^DP z^q;hj=wGde^c0@Lzu#~_xxb&8y?RqWg{#(@oDb-{li|&a`Bep#p;oDU7)^)NGB}~u zK^OYb^)sRMAtY!##&CX&LjhAGZo z_!qV>uhTO!gz}rQq4k`uzFbt+6bNoYO{ght!!Y*q67!U5>yy?T{EObz^`%ZVglhV# zHQbz~I#36u;~YT)$f9OYU)R^o;0IiZANiZXGHeV*wR=w8Y%G>axD?&W=fZEdf_8$o zun}9sOM9SbClvLwN;vs7uaxnHvkF$js(;XeUhyh;&8ub2RmW?gEv<$2($+#1PZA|j zXX;2BV54Azt;4^kjZr+|xn zCIvpB3~#iK)(PIt`Y*TvTlLNC$h{4_^=UdyyY+22E!E$}O~F;zPy6W#yumDe4$cVL zTCNwJPoL_!G?&`yU*O0;aJk?JxKA@#*4-!hi?qo!g)K;>G?4*Of1X>aTezo(ks2^BnUtIzhifJj;HXsxYh>z1P8%D7yu7(fMnYsnLWTE za#n9%ZcWJkPP7>f4lU)J^eq5=1w$Z958(bVRjS`LYa�`okR@W)*Xt81?1>;O6c3 z`aE92zHkj2@+rAuL8}iOQ=4@n4noBRurcSyc-hl*GuSC9HK{#*>;zj~oN#L^x5L|^ z=e_x@#6X<2J@A+xb6+cq2jMdwh>zJTPXD2Avi~D{oZg4~@SMM;?Fsa-D+Gpl7u#A? zSU%hhXYc{%mME!332%C z?!X^(2l|Jc(+}ZqxJqlBdvHkKgS)W8IY)OPO`OUy>p0znH`t*UStsa(e0KTkr103k z-1cvOns(~0-mAiE`{*(xI?+;}>)SyXgYR=oPT+&~MNeCHk!r{DWV^WJNH`XetV!}T zw|@>D8(!1r;Qx@@D7@!CXPwfSaFH%#;~s3cGT{>4hb#Jq&Xkqmu!@8Q)B=2)a{Hou z&rM&`-Ly0pLeGSb^~IW4QzOScgs2nvN!WJmuWR6PUd_WLf-8ykj#OtT%KU)|-ih{J z9Id|%-i1}|E&g5j!ZSqg!qRqk-Cb|O9(pqtvj6lHvt4Y(etIiz#VuIOUgY0^?esca zCw+U}LHG41=zX3POu+;lY`e!g==HcB+v?Sxmb#gL6|TmXdJa6rLZbM;p-(YFr&~>+ zx&BY!Fn$cbVO_2vo_BtZ!c>?h_$T>~i%R)RyNcnN@Wwql<0J?DV4b8J@SE)Tn|g9y zcII)mMmgetO811@GRf65PqX#LgKVYo6#g9phC~#3IKqUhqUw%n1n1Nqil7?elv>eL z{e`IWHq?O@>lip-w&>|N1M5LaJvZBRy2zl$Qk$1bwZ2aa#dGe$JbVxj;~YIylwllL zya8R!IT_Qe^3d0IJ!1jUTTj(Xc%@#c*OFUlCK2BS7v-c{RfH;n_uxy>la-+Ye1;X^ zELVgc^4WEkJBS0(&IbQ{?`m!v9Pgxfg92YUJGcYBWu@^I?;>w)UmEVmt`Nr`s3WQ_ z%u|2DUF;-&F2vbzRNGK&o%g9(- z;y)675QVk0AN&vrU+Rg*U5|uZ5CuK>E#c%glowoXZYyIxL5eO4E=t?CO*q8TC{qsS znH8oYMnkOlp%^)*5V(C8+NN)r!mv$$PIa*xzT{Y8uxWhGOyVOf4h9$FO?VG0P#OBh zSt|Q+(RAjbSeh%^l?2iJRd5MY&y$CP(DB`;zsZfVO=hfc^?Ylbu=jVciYu9DTE)@A z;N|IvD1uo~MyjE!3M$YOeN%tTcd@!u!^Zp>oWy>1A{6Fc`X@Z@Tr-*#SJOABzBypm z1k1CR$g_(!Q3{25Gq|Ny8CKIFJ5JYjEcWt`;^dO`JiStX2I=@2^bq_i99h?P-&h<+ zw@;F1yg`ny*PlDdP?#E;L!Mxo$5Hb4O@t4fg3jOiF1F)-P}NG)XRxDv)(p~x?D2Z1 z-fbsXU-C2YqPy4F>(4YKv^9a?~mU>4SgdQcxK=xD2H znU?UL9mhSu@$`n~{I;hbZ1%d&afHN}5f?d9W+UOv$TZ#>4kLM(K+%jGXK<-5$;G** z-2npPZPs8jU=HHZIsv-CHsiO;+som$|B?9rmf2X#t*|w=5#R43h1=jhuUk=jIPJy7 zx06{1+|8XOHbz>7bTU5n{nt8U#n>@+4!gC#sqW}E_8iYl&k9`Q*?_6|u};PA`e$q$ ze92SDE@WTzl#i(4U8z+D_nd*@`hZpgIa^I0YP=Bkl z__y>|;gb5AKBM2&ICDt-qKeRA)e*mi1L}bKQg=o7|8!#Mn964#j%eVN^m)ibF;0Xj z;P|MZvlF zg`@h3^iR|il_j`Jx9FLS?mNiK{6O4wLpg81+CUZr3j>sLuStVm~_UNwsDX}}lFBErSGkw)aZjuWZ;)49U48hA-2M$3%Qa@nRVr#XLbhNh z=mhU^v^CClb2!=VnVrdhU>)uWUqC;o&lhlqz0k}TZ`M%UOe6h;sHHd_DjB$pdRo8I zk9vl6gszJsxdZF`mz=7;JUlUI1lL4%hD6jr_pMP?{>q-@iN?QzH~3;XmQ#K0OL`EZQ+Y0>CD&HS`~#?qwmhqCsx~HwYw3g4F~6vjHOk?2 zYKQFR2Gva|j0I!oH z>2g)q&u@g!>7p7+_r#ly0d7d`;FKsFQdMT_3;KypkBbCEDzf zdZ8XVuCjBZ^r`y8WWjT(!*}?F^5~AHt?9#6t=`atdqJwcx1% zJwH|-s63P@4zspsgYIglDuQ>^SE?8E!lA;jgK3efi|S2q#&XtdM_bLCP9iIN-!9ND5Lih{_mOO_dU-y>pARhxn8$Bp8E&PH<9+%B+S7P!gWut9=q1k+V3sMxchyW4bV^Yz zQ{BW+ZS#h@isASGHenik2uqv+zR##2_Q#v}6du9^tVe6qMcM{~a4;s)Q}SBdCoO-> zE2*Elh<9P3+DMn+cO0&E;A~2V`Iw5+Foh2Dui#V5a0M>MrFc_)jbC9O`W=3UHgpT4 zcn~dyuIg>vM&Z;R*Fz`i|C^LdSNJQe&x`R0^r0iL5JS`vsLtNiQv869!7=!^^v>SZ zQalEW@OP-nze7Emgp+X`?gI}`X(*PaozPkh!Vhp4T&H;Ii5+n*zpF05PCBFxS()k~ zy#RPXhrfhO{eoU$F)N%3sbm#_6}U1-U~!EOAmA%}4foVl^&C#}20o6*@EQ!18iw*Y zNQW&roj#^sybTYkXYdT}<9)o$5AX#%{@(#N@CKga=Wv^z!wY^5$gl7vzJgcq4FAFF zoXHRIA$rfBa7nAV3B%qd3ZpO@o2$M$5+kv$?n6&-73((fl`qdFK;%53FPG?I4k zGj)XD!9}#3K2dSp-TEfjH)NfgpYl@5rd)X@5v8rH2eQgUpYi8*meD#LnE2 zo64~fSMX{+iDxk#&*4xj0}tbB|59Gc^{iof2_M68+=h3W^|%E;6%^@wJyTGAq3$?2** zmdC+V4*yco&OJyVa-K3@TC>2I-|9m$`od-kkA z3H=-2R>kp4Ym>SITX_{-kkz%+G7tit^#T}(E>3~*pkx*=Lobdsv8t$Asr%z)8jjcW zHT}LCg`+ULnTp@2+&mp)I7Z5z{%kx=R&fkZ!72E;N-}e>FsI_IEOd2JF+W!|d3m;+ zz4u397i+len*Mm5?$9uND76n03>WlOL*#CMJVpm;gl>ah(;}Knb+MHx&F|?%vs1b1 z9Id4NcoEvEy?6mGz(+iV*5jXW2KHFzVLQ&DLHq@!=*gUhr=2bI1z&^7s;L>MGx-TU zp=YRQKc(Ysn9dvIz14UU`fv?(4m|9{bC9go$i1=Ts?F+WSZ#Gx*Ht@ghg-;!{kH)& zz*guh{eOcl(sn3KtCd#XZuQxQ8C_DS&=Lg6)!v>!Bs3JMG-~UydI^uD7cbxe4L2Fk zkGJAkm_t9{B}f%UNQbRBjb`WtY6|`cciCgH8C(?%PBX1_Ka+#H+KDPr^{``AZevkE z`AFOQILUVbFW?zGjf3Y(m8|oKn=AP?&z;L7cRji zG!Dk%SeS*Ap%~49`__)&NBlsaq;GVnucCe4y%=nyS5ecfqq*)0A43(Gj2X}Z2hkw> zi!!h$rNR3$BXb}PPvCx;ld9MgdI%$XOxza+K!3=uRzRlZapX_ns-w_^r_yQIfW54H za9FtDHb2MLUZm)`dJS1oBSnn4bTw6wY75Uq-~=m)i&ACEg(FmT%7f)7C;p3fI0t$# zvW9&E8w+v_`K9z@KsY;5&K`16xO^(dp|Tsp@L%MmJd~FL^1U2v;|p)b>>@e}i&7Mp zr0keoc=6vd2bPr<8*(Fllf$vRuwHrg>I;{?HP+=+AZ8 ze#}le$UA#63i_ z!zHqVBxA3I*AOE-R?OFklQ<=!b@Yqi`(gDXzK_{WL-i1yXwTK*VP|Ng-Yik??K?}K z*k`D}y;%3RkI?Uw7I+&*OhPTyS<*A@lvrO*P<%Q;3TqSs+zQy-=6|Oe#a(zxSJ@}AsJ+8;U zOe7|L7hhh{hK!O^@MJ?s}u;(hodwzAh?bAFeQxLL3P zU1t(iGWS$ftcsN|)TFCFRRXr7)>OnQjoqjWmcf}knX5P{^ftxg5>)~>*`ui%j;0^D z2G+p0a3W2i$uy0oi=sO$43~^4I77->SQE=i9om|!;xWJAZJNLdSQ1O)QE8_?RX`7w z|3f9wUEcY=^kz6!K@ZikP!nfS9b7;!IbOY~l2lL0L&H=>^NST3vRr*{rQ$r<@zb57 zs+=f>WIn4B`E#tv*Ho%mjvg+luS8u|G>3Rqb!3Ne~DQ`>89xR#qw9b$`ola%4GUHt5AdS>*u`Om3g-a@+Le&;C z*=a4Bdbr+8yQwv{#wq$I`kA_6ckC*tr3Q+!*suFxU#uW?AJ;8aQ*}mmP!rW3Gia|~ ztZl1;8h}0UDDBk8sJpy*gt}m|>Vtixt-<=J$)t|c^(Zw7yF2^w zAYQ|l=7hSSs)St)8D|++=`n;_>8N0oZW@f!m%?Vy3|gOk5q(W>1ZwDUZjxR?9wxa< zC|Un){mOHT@6mf=vt@f#=765&>sX+#?bd@hU-Dz;l_+TqqhT1N2`dee^9wi)^Pm>Bg6;60aPtDmT}3G`#$!ub01My`4!J4#fimGwtikbAm78%@%8j|vD=SiUDf{bitS4DELNs)B_A*}) z$sP$*n#xiv#z|gHq#Rl0JKT`7iS7x*+>$TOP$O|l_X5lHA$sio;+}RlP}e{+T{(QS zwZIzY407s)=A*QbdH&*RJ?=DH%s}&-s?0?=#dzAVpZQxQW$pT9SWo)38o%+4H}yC? zxH@ZRZo=$(GnUtTaTE`eT|8Wl9fE;;#aEB-t6KbrdTPy;^}a)SO1r3N%p5#XR&R#8 zO;+4S`o<(-bL&U@fGyclRF|hKNc7)swSbp!InmQ^VpUTepQ>tDU2^zV+C$=boKDzT z&;`Gu23SEi!MdU^{z~b1PO3HkkG!54t55N?Bj>BNPomUC$2sg%WjAJxw4myf+hHDP- z|0DTvamaYzP~Vr)%Vb|2qviS!dJ*`A+S-3vHT5N{x~{Ijq!ZS!)~Dp*2WzhA@Fs4H z;B#j%{p4h*0dz@@{?y3oM;Yq8igbQ5HR&IJLGg|8R9Br5%~#!5%uV7}rlQj_80|dO z&-G0^Pvj{&MQ5mQ;Hnx(x%~sEoc}x3k~aEQs#WS+)r4-CI&{n=Q@GQ_SCb~I@#+_o zB3?I%*cqxen<}(Zj*2uy)sWS@%WRieFE>3z`Fw6$G|%epymUM0p?W=^5*AHzMnxXv zHTnv!&^!4Y4zkW+IctPuu2WdXIfbjl$(<0~GQ02t-i3*JH|~-(_Jd@L8~O>};3xP< za7N$cJA6gF>i=+p&u}{5759G=PxEcOjT4-syu|vAuZn~9?w#Wce3Spy&+r+(U`3%O z+~l_t?KkawYE(!BRWOBB6eX%m9$_l+YcqvQ>j@ke+QoW=FXWwv{E%VY`%C83b6V>C;)+UZxn93>_d8n)^tB$6&Dj+U4AHAjWQhu6hr^sjTUI8jdb<}J- zK5K6B&~Ur2-Na0BqbW(WNdzUB0Oe5GMMpS-5J3xnyegz(q^`Vz#~~@=iStu8lTYgP z@Rq8o+L)GVk|{>F{Kcs_O*f^evnoZOnsufUeJd)i5>*rIHAymaV??h*_!w17c19mx ziSSxfGYgYNA=eOe_0^S}noKEz=_-kin%_)qs!L~OEp+oG%ab8$lc_A)|C-%jl@nfi z;dW37G|6mtbIbUXW&F8iWYttG<&=oFFuCMhR=sV;xpC6lqSQ+5v0u3X-^k$SrkC;< zu8HVLkM-&*4#rE2;wgVt^m>^BqLTjyZz;K1?#Ur`Y`%C!SL? z3bQ@5Z}TJkn;yeix&yc1wlIIHx(++}2yIfo@I$yj7w8dqtMjmW44HU|yfPE-;T;lR zsw6p*P2sW<{PeGnRT!>}_^Nw2j~eh-stGp1M#6_*!x+08Ysdll?EvI)b3%Kl1&nj7 zTK;|Py4&F$h{B(s8%(4@@Ecx%%aDz4!hM*D4dJdleFqxBQ)rfjrtmp5m$&O;bI6Om zL_7X1y0<=DluzeH|4x8IP#ZoKh297n3rgS_siQIU#17(*Eh;a5^Az-h3_x`r`oOn% zTs&wm=q=YPus(ZNAB(%{E8eu9FjH$D10O*QPk;&1p9wHgTy1OqSXyguQXv&~pcel= z9%5*`jA9zhgabGqN@4=egCFI1A)Z;|7;y@tV64RR7PQ3fkRapDh3y~$Tfmn8#9?LC~wW=2wykdBCy_VuG#iHHQF`YS+w3-YaQ~(=+FH@*JxWX&p&}a^~VJ# zQZ%msh3{co*asa&54^v&(vOPqoiWNZzwzr?{iKa;+_6o=kjRQOYD zfi>YRxibzDp)0%zYoMA$xHy!MUXGT#CH_MKbbv0%A3f|Qk|m9|g_YRb77 zG?ec}L9`$nl$U3@APMrrSttngWVGkun#^P~Xd`G3&qM|H0WbQU!7shbCT~SZ>$M>U zV!;pL5C#S0%?S9^d`f9n5qJfIajs~Z`cPK%^D~L=cGyY3%3NO-pL|Jr;EmbC$JATq z_Rp-}IJ?WZy2`j>WmP6ZoFJE=lk4}dw)#b`vQ}6*^bA^Id73XqH?s0s9VoxGUzN}1 z@yx_XkCA2vYEUL`x0(er@w)6LmlpbNW4iGB1-^%O1sTHmcknlT2R(RqyzBG4%JDu= z^Lg&+1eetBbEdDmxndRJS(uYQ!B23t8lx74S5VseOn1Sus;uaDk2CtAr-9pRjEJ-E zSl4_zvfbl*oEH4eciH+eqDydzb(B-B9KrjcojBeNb-lmle8zcfkBW-o+WrKmag@V0 zKMi@J!T-v4HSC7Z=Az*kv)!&|4-38EUX4l<9BYJ2^c2(I9lMI(%MN%X+vYWYHE(!{wRhS*)_ZgpD6*M_igtFx--h>!Mu2PiU z4K)_`v3{ntrXjAgDxhUb<19|)Qdrfuic0Dcv|1Gw_6=B`r%S*csu&i-oU#H+<7?fW zY;(kZ$_+Fqt)kQ-JyKlINM+1NI8#kTzo^RT*4wHhb`(|kv$&XpG*x%N_LxJwcBE=8 z{2r#-V5z_@JrX5S=;1@bXuNA@=o{2fJj)sKkfKgfZ@UwAlDfv~ZS;%jsW+KgSsrmR zrEzspqDffG{LIOiERJ#_Md-KW=_FEmER7Vu>G@L+JNX?mnQF?jNL>rl_=T#1L&)=u zBgw1fLmExH`9pe3-kn07%-i@5enFS4RT4XIBptD!>L5CImQGMzgddvYI{Jqj<3o3V zWQI$UEBfR6I6^Q|9N$pEAn|2KDZ>oa?PS!at-6>>AJbBSYZ2>9Fk5W$sCn zkDt&r8l#8kQM$Ulmo^5<+qd2Rx>@K(x20~Tzol3cl@+&h%T1uJ zqG3u?DQYk3B0+S_%-|~XzA8`Y_E#p666tbSf^!Ie!kCasI#KV$Zc$5|FK{Wo&)?%n z@hAHPBYBUk_uV*x<8=?-g1Pk;Eb8txO}QyU_ z*vE3{3u%8Fl*g086C|iap-_+geV`X|!7|{4+XiCF)L5Xg3V3q=tGWdF6BN zfN$Y?+E0CPIQ&C%@JsUJ6qpKyDHqO!4OkFo!zZu_KaniEP0DH+|m;?c-X)8^KZ$$k}l4mn` zE!I%ku&av24ZioSiLy(6<@Tlymevii0mj(f?W43p_r{gFd-xgJpttCA@HfNgOHrC4Kef|{m$JQl~{M_7m|P&D?DxxGV&MVp0S5T}armC{p<52hib9wz zEp~#_P(}35A<5tUE4MErFjY6Sf24(> z^FnLdA4y+!Q*nC-l?z=*Ybh$GiGC+=KA2Aru#&RC=e?QaD#8ZD!-1)_+ z#M2k{9e)uj`XAn)Vl>XQmmOJ(I;lBX4x==AyYQtu%d}I`fs5H@+evCyXg$dkg~Y`a zGC9>9x=4eu4y~bYup{h;jrcAGfndC7vHTc?@uEBG$?7Q}8mW~;r7xat#l-b>JGyfz!j!>tT#R1O4=^21npi5&C8$2^!U{~d>_cIt}d{knc$bnQ2E1NO*q z9QV;lyb0cM6RyH&wV8HPCU`i7d+6W$`{)pzr7L(J?!iUORNnthif|L{{dXiBr<-Qj zLUzY)tVt8ZZ(LNnakOOfW_kv1^`FM0A=7nttBtcZ2VcK>Z zv7^^vTV97A9;lV#cam@eY!O}m6kQxBzQ?5)Wl5_JRxv(|pd!l4{l!%PV=0JjR9>8@ zl4U2&Qpw@*$aY=vgZ~Er0RR6~nFU}LN4JLOoHMe!pCkc-CJ@}6QnVC;1Spi^R-6!M z3dMp;aVP|rAjSEiSa2sriUtj?L5sWVJsbM>-pj+x&ia0{$KK5r^$SgvH82;HvTI|4 z+9S)s2CE`eX1eNGI9E4?9e5Z!zz^Ovs-l05x`KDoWTwoNg~FIhIvcgMvr<;t7?79p z(0p&4{gW<7P1g2@d3t!q!fj_V?3Qcg1jtM`oDzCS*aYX3+-WtJGps7Is+^EvU0_6D zk-!gTy&2>=mNt>58(-)drN^`XA> zOh45F>4UzQ&Q4R8D)^G@Dl}A&)?@TBJA$(M&f1kJoQ!WM&*XP-L=sFejbxHa#*VN- zY!GXx2sNbE@}}scw0!{1=s+k+L68Q5p(fR!Oppmq%f(ayf04nwH9HoNeoTdd=migy zR_V}zbm)P!n2kbsyB8JsErk{%A)Qj-l2K-&;xaS#l3R4c(7G8a1lN#(8H0V-R_$Z#^Mq%)$tyewwnJ~{>&bR@^~Fn2 z1#Z%8+#&kHcCkam(j%Dx*YP}M#rDt<4)b`u=m6`)T4tSy7k}c95HD8pXbUbAcWA2` zChAgkCR{7GUew6BnSs(Dse5dND<|?h#UKLj}v4mQUy~JSgo9GDX zAciJW13gUlgaC+>5*i8tA4DVZhiE98^AS?gWHKhazC6McDWPjOc~5KmzR zErC#&AhJPy42RFuj^`^2X2*QEMQjlTajS6Y0c~Uqd?7FX0-Hp3+$gePHjIYV^c#$W zSZILb0puAOg&i>(PlyE&gH`E-$csC1B3ytR@ViQAcz zYU_@0lC8X~Ov2Tws*Hwl*3XcHvz29{;5bIXJk^okX=k{EouLcd$J(YVbc37NKz4&K zd?zoUyMMo_4mF@Aw|C+aZl*`#3S5LIA{oZBm0ji0bI}9ytCH9shQMAiirXGB5=KKV zogjXNKWMYqEZR%gre5Pq+%5({g6OTb<63#hHki=TH$F=UdRPaJkeT#7qA|p<KfxL+9xU`?(RdVUSn~`5_So;CwM(jKBrl`&4aMjDLvqc!lli7uYNo z&|v5b+o(VEhn=E>+#~ieb+InGeFMBtW8pWrPoY#&?-g6+90;ehatSPfL0FPVcE=>q z7te}}@`RWVXT%v%hm!b>FM#sY071oCjG*!>Ttaf#%4jpuL&URH{ELLSJn}XGN+a!!P5fA~F=^EXn z@8A~Ig1>1d)`C~GAKjU14?jaWRZ7+5bCzHn*5TP-s^f$D!7444R4br|6-AwBBS+5! z_!D-)ZrB5(X)gqtz2Nc}j3KwTj5fPrINkSbffxEua7loHFukLO?;^|EZP@cy-pg+0&RLJaqWCq%~sk)v7S!n`{hupMJ7Nz{OhplrK z&)z(k2Md|pGzBI@4w?+PxJ}~Gaygb`z&Hq{@lZxj0GEl}LU=th#d35=PorU`oF(U( zVK4&zPLnS*O~}voCYeob;vtLDn*F-`=c|kV=mo0jS_Q1z zwOUYzJ$eZ)#pURFvc)si6gF|b`wQvWBOj4bwuCRw93sbM z%o;qMb9RLN2aQl`sF@j{9J{E0ww1;4tF-Emz{fIz7Q#k|#l4u*s;8>S(X<)-RLPrF zkCjRfmYtll>H*H?_s%R}qc`G>xPp(xWq2u0VX%4v4+x0=r=Yls3gNZl zCPW5d2ptmPqLj!dzVeo(L)KZf!8)#vs>OkRkK?Ioq32h%3;U=i&NVMbA}6hy#+hvz zPQ%}rG-@=aQc>objKT6j6OC7mM8EQ@DJ1E$EXo;cBPL=k*+DMSKD8b?1?1%Vz6TXm z@m3|3WR0Q#jy+EUTIj#>tw(*ET9Ui={Ow= zt0F0to6Avi&>S{#SWLxn9vIKWGNqi@l<|ZV#$#snWi3qEs)Ol`z43``>~)th*v>qa zeX$?*|A$w+_JW(c?ScJDzLK%VQgL2K4M#@}!(q6@TSg>_&y<_186V}OpSeC;1RZE7 zRa4hQL492;!);JpT@eYKb-K%mbX!cLzr}IRD}9|D93!V;S~c4{5^D!!Qn5G=GqRnJ z!=g@p$F;PyszAU9bniFb#CeC~&=hW_zV7d8dhzoYc#4G)QC0X5Ekn8QN-V3st>5SXWVqA>1RJiYZwG?NkdT*BEH@*jE zAxG-PSW~%s7xQ=#MyRSOEacG?r-rJ*`=&Sz%^uqXb;izI1?`n>aGz|A!|Yvhx6EeR z;C|T-BQa4%VtYI!56QOpU!pwYWUQ=)Z9TE_v~JJ+E4@xO!_=l3Hp7jwh&d<^%Jx{; zxaYOUJ%NYhez}jY;I>yruo-p6@ffgctCbbNy$otx4PZK0SwL%uTvWFLP_nd$+vcEH|Z{aPyLTG3v;7S=*~wGpBzGe^2Bp0#jEztQixeyZplLsOX7RwB&sM*ELKA2mn~R8!G! z0%Q+8SBB96c|(rXcjW}VOs|4%I*NXFlo{((Rm15-&sVldKMw+OMG@tM^~UHDM?m$3i`HGtVIrDwo4~F$9O;3RnZva16N`VIyv& z*Wzso_tEYD7PrMFxWx7NL`)XRVh>yw*ZFELx%D-XY?k1Do`FNK25)dpaYbAbbNI-6 z;(iM5as_RpgLF_TFc2zpYYQUniptgQb#wr0$Ur6x1EH$S#gR7y6vf88*ZVK-7X%OY z#pyol+caF~Zk8wUiFhiG;|KA9CB8&}J4`Zbt!K8;!635wVe9hz(E%!t`;q3W@ukaGy zb32HS#6yulPsJWO$@%{|tGwHsVPA>Mc$@3n-|&=J%=K$D9ubka63&Wwa8Mi)UamNH zv;O;&BVjo161&7s@d91t@dm%Proy3b#~Q_a;U310Y=hTzQcZKPs;(E z#qhr@gm{mmRzXH@3v(=`e(TOzup79#tS@_XFZ&>^R5#()KiuYaGv#-kf)#WQ&cYd} zWlq3x=%6y2Us+{rgpRZxHZU332VFM6Pn^LY>XEc7MdOTN|6b!9gd=(dG^TpAjDJ(0 zYENzXyp7CM%hfi0$yGNaDBekrRdof`RhMvzVMUnd8R>bBoz*JLXl1Yp1a5QcsQ=(g z&K2KtHVsvo)fw+Ztn5s}>P}|PUm@Iroc{P$4#0_?t9qt%xv6VntrXm~)PXf{qpvzn zl9OZ(`<#AlmBaPAJeJ3D*hj`%IWQmAl?Ab>Y$_Yc9O#l0tIFfvY?u|Z{X@r8UMy~f z$N)?)Us!GRF4{^PsXKPD_F5>P$xq@la5j~z=n8v=)PxFN;(JgSObTrDq6PpCry#*X z0~UPZu@6&Q9kC0Z@E6d@wl{E*H4q2!JPc!nbinEjz1V~9slIZkQ50r3^)8p8G!c5s z_c#zn$UyH9ev6uh!52m_BiXh`Lxi`fcC99YzN2RxnWC+Dh=*nr5AChxP?z7zGN_Z% z*QNK;T`q-J^06GH=dnth19KpiRffvY5!Q_*$Zdrw4hqn2IfFg00=d=LWqDavq#JT! zimg46)o3aF?)ihSyB!K~oIa;FLON%oUI{-^fND$aDUw`^sq9zwBAQPVsfw9LWz8I# zL+70`o?{di@S7Q9_R=V`E7cadOI+f=gU8ezuK$jzM77phYYp_feWJRJZrf^|Qm52b%ROSA zXNxt=v%vbp+QnMuS%%x#E+~;B-F~&)`j54gTU&p$f4pa(svmS6JNftVzFSO3e=`25 zl5wWBmCxI*rdd<0&FUgfv@W5`9VaO8TVEHa2cEJkd2{&lcpvB;9LN6D_vBn?u4lj$ z*e)l*J5!ui!Cs!}MLds7;6LC~uBU8*oNBxkO}|+=)nR!RJ41DOg}t{+3a7D~)e$;z z1i6OIWpAi0OUq1hwLU;As0_5k^>UM3N}KuZ4#j2G7*i8&d8cD-RUaB~gkFGkp_Dpn289=pOW5H^G9OP3vMEtcMNot}4RSKv8IeuKp_m#i0X!4HxCt(4A|{GSHJ-*%V^1 z?7ySjI=5a!FJyW61}gl^7kz(`rePh{dOyGmdPOg(F4R^_us*mn_?O0ZplrhW`~R~Z zo27iQTZ``ZHk3`2yVb}>@CB7JYQX!xtgk{_wo_le^0_*`8E5mx+}!=m;J;_B!zL-; z`im$p*5G3Wjf_1rDSqV?Scc4JHdXc1oo`nU5GQMvIx^0^JqsAT>?K2C$gxnuah$ zgoxw94_}EcqAhL^c`ydTxTEmKH z+s$cFRj$B;&|A;In-qt6eH(NW>gZbo0jfFuNFL=?13l-}d9J;m!+Dj=wfB3ElvzYE z(NQerdaJUSBuYUksKwg$FVO;;i{|_UouGrrCcYJ6q7px4WpP#17gI$|aa~uW2c`)| ziT$Fb7zN$wliV*lD@Q(+MdSh*4#BEAcH`| z7}udc;VQh(Z=#wQ0?YZH`7sJY;i#CwcP|C!IIs5?ep)6Ph(M~qiWsRI>+L$6-`7Av z8qFG^2Olv&3>44UyM{m^eqIpE(v_6O!E69ubN^$SUVt>bxl^Gg`Bq*>(%h9=eDd&`%|rvtK|#YnkvwfBiD`4-5D19Z-;#2 zFYo_4_&<&cTbF5lni4@ymOk`EM><`cm%f2SW|Xr}hdC`-Ih0IO*B2Ym(3_UZ+2!p_ z+C!nbymwM?0iBkr+a+}-8sTlEuj`?#FE&vs?SY0W6S!Y7#;MmPo^|G4IfQbv?sz0! zAFT^NFvD;vxz+exZpV4+I@>X4BUuOR523t%AQzze{ILvs%v! z{GPt2vc7CSpOe-3)i*k0XI(0F8{JChPF&h~vs4V{x>y&Hn-*d=tNH@gni ze#&hZ^@iv`Dq!ceTX_51*>&@P5IeP9Iyis=xH6FREX`*>3sL)piuM2QS>k_*qy2|e zj?l*`+CG)@GF>BV9oPUH29EN4hYMtYUwccKzMkpwzFy7q+X$D*Z|(Q`MdpE?t-eb5 zIiLpCz-GQ?x~$BM5xTKop+}PZL=WhVGSYJKKJ|Qp59Y0UYx{H>OoLsm@-hql?azr{ z$c1~IVY(m|!NS;I&$II2ey6T%4O#6OoI5UZlo%^!!f;WA#)&YPAQqWIxQy0NU#?;f ziNoTYoTT2t3G>DXm83#Ft4sq}?C#XJ zuKR|nC`dykMJ?88eZ?p6!x*uX^N)vSaXdN+zi=jc1@WR41mH@s19##o5wE_2V&Hy9 zYsDV;j3bjv=YN(i(M%U?Bif26k;K~QsakD)Cj)~j%WN2_E6XT7%Bmz)Ku=vLpphJ` zmCuNN%wWFDd`!)io?uTMCWeUNVuTneTF?=Q=AQ{q-?P~-_Ax&&`$T>8 z@^NrLToHZcw@{omzy{dJ{3??1tXL15nG52AI4@R0gt(*9O&6!Q4q$|S1gzFEbbh!$vF2`58a8j$s!_fbP&0dcd!ERa)*tcrH$<^I{y%z`c+v+NsY}ZTpcp zD7VvNao9YAr|so0ao8TDbI9^;8YN*RH%asmg~S!8gfA%o<6t~Y zf|alb4nc~TFW!aUp#~hYelpo`x0s~2iml=kzV=4Z3Ra76@J}j-Gh`t-)7jh4aF^GOvwS z^M1GB*0oF%waD4xjxY_}eRdKi;dL5-x9Aq<18}de9-h?oaR$AI_3=E{a@slV1m7RQ zckqH$1-}#h#7nq=yJZRj8r(w5MFE)sLu3!gjfwC-Q3@ByonkxF4Tiy9(HRRuWzkE# zD=KiRC}Nq(a0)uZL-AM)6VLF87%rZQPoXc*#5hQVcA~v#%d{3Pg}+*&IeAc zo)D;{U&}NjP*WJa^a-5~Pt^n8BlAq&G8aP`kO9A$e;`f%4S&j&{@3zv`2?Q8ONe$2 z#^|z+4`ZmD^`RTUq=1W&=wcgQsr7U-8lsn4-v(ds2>;lKTBn(p-0zaQrJloccqxgm zc~d=-FCd-k5}%j{@@7;8Uo{*;RdKx@6zm=>k8hl=)Ro#&O@6Wtx+pfMqPWH?j@@-0 zjHMm!T<2}{urZ8^IvQgl2y;5U!k)`qYNM=eSHriUscb46%E~-HOV*5cTsLK8_fkd#rK78v2VBe&MfflHP_`D z-%hjBd~bd+x8%>})6iA9kk3e!sq%Ys#Jrz7Z)9V)gw-*u09^>X64ukILN?5SYvP`a zb3Ug7ydD=@TVyqOO2_2q_!*v-J7s+spl4{CHmY7wpDtrV3YbH95Ie$R=Y91fOp;UO z5jbf-hZp?*pUW@o+i(-MsnhZ%++yxSUw4pPY|Zd*Vyp9nRzbY%YORH}&{!^q6uknP z$>wsCuan#i-@qE!skg%DaAU^F-tsschXt~;Dr3r+6L1nzWQqjeMYsqx%_&$Vzm;3f zZ}O^4HLu{Y$^gg8V}&TM-Vt%$%43JZ-e{l67l<(Jaj?CE#?c<9DmABzZeFZId9k{# zp|hb0{c1m#9us{x;5+pQQso)-09LEtV2t?#cFP2_LB8d?3VY;mvsqo0cjd!~LfFsU z;8rw_y-J>k3-Bv^t-e-=$J;?d!bt0heGjs@1Lx#9x!3+fdHdrDRG@jV9R3Hw z-f7jKElv@v?*G@Sj@2=lYTzhN+jU3!$amJ?26s?9{LS~uzl>VoF5fPSG6U?P_NUl7 zv?y?iE>SN`#6s>>>VthVxlSLN74`$)3g12dAzvUc#&=1#il~Dpg2^C0 z1^yyds#C=3t9GGR--!R3d*-Rxh??!FYsL9DI&D>JwGJ!z-&ZnhJ$khFw^H3BzQ+4( zRgVX|I%iBx)j&;mmg91KPu(`RO`3Tx;;<>F%Bh9i;4(2O(+Sj;|=UY_wc?NOvzB)#L+d} zZ9V4S{mItj+1vf*kCap4D=MzD$!RbRO6%zmBePgWiMq744EEYh#7)6HZv ztEF70JIGD22|kgXGV7 za6T5tn{*n5qcEA7lWjcCb;sj)oNlI@FlRhY#VEDd%rIJw$0LP-q?q^Zw;VfG=jX{H;R7HweY1?6)WRLy;Xa@W+;8hfVW+fLUDiKhjId zs}(mVsDe2~uYC!aMF(adbwD@f0`0T=Vk%{&zW4`S<+7YP?(1vsqFrnw!p#mkqwC^i zs*72i&|!9647ZQ#I#>sfa_-u-u{Qps-}gYHGNAS0&5i!2>W^wpVN9Md;vLX8&N{R5#db-&QZc^V#>*Ew)FkY=XQLTkR0N5-qC<}~}*6s+mYHLjY7*&L;$A|;*f?jx!h9&ZL?yeZ{grqy;W zb3d$>vE3tdggRpvENzz9{Q|M(c32`dG1u7E-eJGnAJb?y%T&u(#FU%GA$36%}y#avjO za-l~p%7>$@>a1}ZQ9%p^=UIo@UlhkywAZ@rw5L*73Qt%S@LlY0EwMUK85|M3X3f{a zR~|?r@V`wsMqjHzLc-wHSg#*;Q7W3c&%6?S`s~_251MQ&X8~TC}#c< zWhXzYO>bAP46CnmvUMy;g{dm<|3X|wU?nR8(;`o~v#f^vj0rkF=EKQWK3wYLK!vdo7DVqY^w9-b$rQi>n5exxeCn>PMF6qS@l<^Im+m*GJJ%FyxDvz{f@+}c};avWI44PcEh(26t~%fp5w_T zh`@0wUe?CN^t0MSd#MaOQ%mJ4d%IlE>TV8xj`bmzYQ$c27B+%LFqiWr-3Ug>HqZt- zD=%*gTd*~>hB!B#JyL1*J4f+>ev52ci7lW77(EtV<1l!PLpcs@=M10`aK#z|L!b-Y z!H;PmoKqd>oEiwXZ~(L?&xZA9((pPaK@$9=F5&w$9K3!n)h++L;7XbUd*~27H~ZWU zdI2neg^&VYLtVLym6=Cjxc@Uu&QhB;(fe>-rWy`f$%7^ zJ`lcF7qK>3=88^KQ4~q-z@b(U2OqKCK49i!s;mw}@D6Q~FPvD&q8#+63eZ(_6)7Sd zCx{uMzE~{25KToPY$j?!U3el^h*jbv(SpTnOA*g8<1TT4qt9e017|q`zaV;xKBBJ} z!pAet3(P+UN@eiy06uKsIh@4^%d-u__ z4C=^TW)#l?TF>Ni_Rlp`s;Q@%K{=Iz*W_ZnBaJ;9>%x9n13dn0lGRNQ{F>LL#}SU6I>C>uT8^@MI)<~qZYQc}PCfuTrtqggL=IgtnwRytPpR+xj+XRY-k}E4{BHb~W0p>X^3X zIS!zwIGmO8NEijPp)Rl2nJ^R9&}T4%$s>2rm#_pXNy|Dzr>TNm42$7iSy4`A-8&to z!W3v`7h*j$Ez@SrhY}pSjkin4)_Q*CucdB3dp7+4`<3|K`oc%(NR zNsR^%kfQ;mmye|};L4d$gd@|-ycf2L&Ahsr$(-gYq{1WdNKE9~D!MNoh%@-NXzOna zkyONr;dwufIk2gIi@lo*xn)JWn7(3NvU0*bF;bKfetkMnUDweat;S9SM)1lkN(HH{ zQ&NXv1@>}{Sml1|gfI%nx$n?h?9X!JR4dI%6kp5iP+bh?E4G2k9J{;}ABskzfXFYJ zi^*c4s1bhF^`nbLtak&2B3>v#(t4;;gQe6?=p*++GRNRiPSR7X zOM&~5F_@icYek|*R3`bTybi~*mWw6b7v?^%Xx4x>D+29BzXjY#3Q-ZAkHWE{E<%x5 zkUjmtKprZiv-DkK*To>0K`g<_;B9(~YCE~K&Clv*0^A-%&r|257;^t>buk;)BdCn! z&pZ~uQdU#;7_Dd|ya}r#AJQwkg=}g)v|rOYXz9gBu)((uTFa&6+F^1EtK89$41!m~ zNY=a~$*T>ge=t>f{-UlK!2V?jya#FiDR`Q#{Er-|&xONOR-U2`_FnlX9F{lWBVLoo z=hBW6gW~v@c=1T|ZPLJPp28H{rCLj@=_?viF~b+sr&{?Hpwv_S{Xu;%Xi? zkEo_T$ZZ ztSzU9YRTjFbUj^<(A8yiS&dV{x4qgLyK%P8x|}R0%P{dgVpmS(WJg^_mSy6#mzU;a zpXgHZMpOY=P&U!cbqVRwip!F+oh~US*~R&HDfy}HphKZj+@}KbE~lQ_EB}u~?X`8% z-k3U6LQb~J$$7SSokQ+BvOAx<#O|(_*cD_TtRh>@Mxm@;iF%oxsC#qoUYxJ8V`Z%D zr~B*m_IkUL%%ZBSA}jyLdb_{&$|Swct}Ji3NxG6ub-l4vSe;NMZcozJ-3=V$RT0Bz zCZvcsF$?|?J>>{q$zyS;^g%Sn$ppL$tHd)H2O*U~znDWX*k97=CHu&Ujx^(>Wu`mF ztnu->L4J&Wj$-8m|L=Ie|{ zs3iOB9(co!cMk^Q%@Ew?ZZ@Ced3QGMFtc$E7F8{s`M3aeSZlQ&L)PFh%zhMStD~4j z2W!5H4h*sy_y${N@jPD0WUN&qJWpgQrn3LNfk)LDH9v3s=mxDzrx?Go9Z{~y7f#6{n)x|osHa9G##G>gckA*W~euq1=kp_ zRp>XE?i&=5Q_c^fFk+t=E}vmLJRweq5;Os~!U%dGHd}+NUu0u=A9C6ISf{MEJHj_% zD^zvr3CUI^szxEx9XxtNG1Hzrt=yh&<7G7xdieXPQ_v=G02YOhkz}-KpiaUDt##Y&1$^|4TWK> zNnWwWU|Y*RIRi5=iFJp^GrX-H;Lqx$`U|gNAGpSP{WA7~%jj{D-}yOQ&G&u|3k1^a z9&nC-xA0xSp71Nyp+xZJ;}RzF(^R4E(3JXc+QVaA!9r$>N`zikE4U?_z#aKR@S(hF z5~SbWq+0uG`wru0s)g0W%5bhYuC)diJIT&hn8Uv=SWdNb=3z0mO@~YwwmgSTJLfwS z7tE;+xwCMy*=)9$Vc7%9cAneoLd7|jKR`cF4zq`b*q>mLKsGZi`mvtn`v9BcGK#|w z@rAylW9={KzV>K}U(g-hB=gJB9UX^pxP}(^zM?%&3q8(R=Xx>!`9NOWubbga-+j)T z;|Dy-hj_=ooX2Znx5V|dop#ayJC|9Ut2wq{R+2Z;7HWM|wbW!h!`L9BD#G-_||+tb6f@?zR6fxqb=^7QU7rneb}f71|rOhfU4eTTje z48(yrA&`Kvriw|xGxRfc###1sd$Jvm9(7Eu%-z-le<5TpwaX+xy-( z(Km~_`0|E9V1LAi_99w9mFy;%o~=Yg4SZwS_7Pnh(XNU6gQF?NR~|c2Je9}tSQbAD zmI)TdCR7*;;}_PK))^;0*uY;AD`2>`9A>VVExfPb#h{>Whx5f_j>&SvEHO(IzywhpHgW9OQ+WSxuEphPksvmM z7bo`RXt5S}Z>l>-ou9)*=qU2TW9Te8iyy?tVmGH~j;O2R93Hz0Shb%qX=9-@|c^ ztRINMVkoQTk(pogCt*K6YYI-}ktT?Vte}G&+2`TscVLuw!HncF27s535YIU!;aCyP z$CvUPPZz(-8RAd*6Xt|k_%SXP>*W$rg(IoOxREW-R(+pi-%s(H04l0p$yU&fhOvrF zR~c;GhS4ZimdQ}Z9Cl*^IWz5#$3^r~UfPcba2s2?Gb)F_x!?N^@ui8;#oZV^kNzJ3 z00960R9OdH7RR@pd+*Hbe*0C5h(;wSDk63y78FZjLF_%27>$1$)>xy7E%siqV>cRO zjK+!;u||oS#Dc^I*4P^wjlR2J{_j1`Z_4g`yF0rxbI&=$JXzl5A&VR|4#vR@IUa(j z5Mv=!;It4D^kNw5N`evkV_FUMIIT0L!E~skr$c_42Gcl?(nV-Cgi$Ef(95Kc5)IH& zc7Qa!6WhaH+=m~^5cwJG!%AikIE58ucjyjz)d!MbvluFhtIkGke&%DmYeveqv>I38 z3wlWB%>dm4=TIB$t{&oDd?l_>w&-L`r)0RS6Q~DuqRlWB`%s413>j({JfVNYKjNLJ zAj7e_%m;_m5Ud6hjN0)3;Zoyq64v2b4LCsdndbT=#X%e-crVd*V-dwtI?gEYLhcTD zD!X}t9Fyf3y~&(x2H~f!VAHKVTB3_n9&MseTIfVmzomEZj)W;B0|mdyT_YPFP&S+~ zRy#L29>OCy<;XpALp`7uVB;Q5_q$Hl=|0?p&Bhl2r<~Uuf5UT{02A;9Cd04rKxENV ze1?{~ZFa==a)H%Ye{N1Si(nC4ZWTfsp^QncAk2fYIzr~b-Yy@yG0L=4e!0gQpc~4y zx+d1bnmAV0;__Q*Cp%wdeyt-g0-MS>nP}FLb)*$gNfyBW#VTI_`eP$A4+dhi_QMeA z&&T<(i|NN@Vd;la+8;w@q%J5u_%Ga;PYwtUkWRE=VYKPPEouk-Ko8*|T;?~v4;Se# zSZZX#T;nGEpsqt3$Dfc)SKu;?G_J#q_sD`wSg&RpS#TXv=@4CmYf#U*mk!WXxWd>? zQ`LExqNMvz_>-?)s;Z?g~7!E@!OrQyr3KKaU;p1=V z0NB{axT||m53@0?h5A&R>{XWpF;tzZQ7u{pt6(K82d^p7tD|IoY@!QbwERqOww}6L z%Za+3ER8lkmu0aGmc`Qn(Re*zrS2=22iL~qy0No1j+e)EZFD(mFjA}96W|wdLUa+I zi4J0`Xf2wF(W;d%0@JMFx+MN+Msn}I)oo;yw~dU<>A&4`yKKqN3dbgLur7)XWHBtp zZ+6TI$Kn_#!!QgBGyZVgrn8RT^aagULv%+YT1Ci@We`N-Asq>msSK2XopKhfqiQe` zC*X7}sOm#Kn1yy+d2GIupFkZrLDM(nu)V<4kHd4Fy>;o3Rg|6 z+%jA>g(O^oO`#byhAL_aF2g1qMH<5rYy|N+Xpoc7!TK->Kj!)WB|O6^hCy?Ud4@&b z!A&4ag7q*B(}j&FS)YdB8Ym#oiXnJb9KgRsF81JUaTu?{5qc=Dz$5Wc?8EUi4twKi zu>yV*zl#z09gM&~M6CJ=Pr^ufQ`{6sVIItek*AQ!K!({4STd^`^MN zXeTqo61*a+sIO=*?1yWjow~ql`I&ewuH!9^bPq%ZWN`UAoPlFG_p#B9a`8F+tV85u z%Ayq2&sbr`Q(kkRoTVBT$vF})D$F<1l&OE^R=7(z*6xu^+uV3l|b zt1(F?$#r6dYysclr*bVV7JcXsaR_<|Z4RQII+Bu&0(vsEbxegVMuZ*@{^U>nt!#XW zPchq^3LE4Mu+dy6flp=YF*Jt$Fk7l4kisjukz6V+ic=IuAuy3wRxt>JVtfyvx8g2& zC>~eIqv8qPP|qj>pNfmvP3|=csp-Z`GaeGLF=>1nh|w zp&OP58=Y~6S%_TV&+x))@f0q|bc(=rqPc0wtJG6{p`LpWxEq>DI>w#mSp!XI4J7L6 zdL=}daZa1z7s4DzH0^bCla-Bu&|bEc1E4W8K?3xG3zz^2P*?VYT=a+5@*`sa41h1+ z;|6Bpb?grnjsDP04u|3J6&zFDAy$qtH>#TQJXUA6Ps5&2UG{{_cv$s;-p~z>;!w2% zw_9saneCw+>@}0kK;yc3j7NPY-8N6rU9hoF-GVflZ}fL$F$)}{ENJ7jYa5k)WFOny zVDmsO7ud6>DRW2$%v7sXl3J)P!6g`DTw(^WVKc%A!!EDFDB~KWFehAuX=)2yTTV}}GedPV zf*fbS@Lz2m1RJUEafopcMo>vsDtllrry(?$c0xDW0$U)`>PjtWh+Y9}AX8qH_Q))N zaGC-EoF+nFC~EYDBGw4#FTa7&5TRS@^0dsc3}R^olyiRvOZ7TPU90RvV$U2?|szdMnpM zGxJl9MvdvRqXsR9KV=fwSOzPg66?)z+NUy|+u?%V1<8=5YxDhV9E5_dp_HL7Int>v z95BDcmDC0A>uOj4s$fO&6K=*vYML<+Cpd08OF0@j$ID;6-!bF8wkG*K&Ql7z`;85# z&yl@2-gL$1MEK%()Ec7)$qLW_7c+bOBzB8kcv5YL*=fa+NwkO6VzsyjHRSKGMC^uXA{u9i?_mepF+x+gyvDIdKxq-p-^$Bnn5ZWPFpBXV zK4jDo2RIsa;#y6PPfiw$6-8a)5r!zwaEnk8!2K!0=N;VM7!$>CzNV%aB}R)$!iOuw zJp4hlWNZ{YWE{u#QNj%qgp*_Nc>cu(XS#l5uGAT3Z<*;C?W(0CWe~PE+nc53Cpt`* zHS@|D!6nU7X0R-*#{}1K1?Jn0Exomowe zFssWVroSvI`|B)MF^rc3wEaEpyf^w`7=+TNxRS^C53vEt$+mP#t%ZVe9sJJRF$xFc z4s}MX1Y1Kb;ZX+?@Ha>0$8a2Oh!dP{ieKOtuvulW%oLf-8@B{=ihdzy!4#MbsbVy1 zv#)p+>=()O22(_R9K-efVib&l!LUp0;4i&P>=FA!3@h<^)C|^(*U*q!(dW^v(p0n9=|d!(_d2Yn-)?9q`|BhL=LdPWR%qoFrbi9Ai+cj`yB#{5Z?+L&+rar ziznhH43%@3TX#YR_w{E?#ycVzx8X6k&R?Nd;BB2^wpMm*n@YCYvoV<_(+rwP)9EPK zI07^11kBD+hesHP-balry1}@r_NhDY8^^`{>Kv=)zrc13_u&C#P^RI~wtmVl-Ds;S zCx+@E&h1o0+au^k?|`U_oK&M=#@9*o4+vLq|SmU4q>Ype+Dq}x~p`F27UxxME4lFZ^D&<5C2)>e6mzlG>Y{C@l>a?GVC3g75Wv2vq3L^H z%Y(LqDj}PgC1e=;nL^TT8D-_gyjWHSb8fFEI}gSX48cP05iSFA^sK?}i751O=L2@2 zzmq*mTa9$~JD2DYd%*q9=U$i8DDkCwZhsW?SVeUO-O#MAOUiYwab{0FfE8;Gzx^f! zeIr|95;VsiVgg5&avF2bAPR?)Fq$Hv1cbvdDg~wAV=|S7NN9tfVku~kQ&`=$ z#Z5Am8EGP~wEA?=oM`s-?ZRc&B7Ed3$jWOf27664)fi#ClVflUj%G;pZw-}8O~Dn$ zG@OQsc-UBsi?M?>8)K{x6{^CNt$kxy@0L*W@i!w0ZNw_pypEmuTa&i7Xt&jtm^*X} zYRT((gI>qAW|Zig>07RsGvm$ot<=rPPR*z>&DC)fNA;-zCF)}V@w7nSb}Z8m9ZjhT zw>GAw`le&F@0KIV-H>cVxfkgy$2`6&%sorjBO7(84o%aIeWUa!E#2evfP!_YnXiLy zE??V(?_)nTw_L89Qd7Qb{=5zNi3@c@%5==nK$Y@rQsd3@_#2+ag{rN2+4{_V$Ec>x8}WH(VW^tHbL}H5+H(TtaI`o8 zzv=t(k}N~TD3lfE94JLc)1W4Fl;xupIzm__ekM*GJ#{z zQI0W(Ai?jBdPy-ZFE(&hF^lsoDTwX$Zr6wCb(h3L|6Mm>SOhOwU1SA}!oJ>gvyc2< zZ_=A}4BGga%kJ(N93rb?f;$$k>aRHO;T|Zjo6(pcqtV9a>>t4$j*HANUV()$MmEvo zEqe{FbVbYD^_Uk+@ye>DgRp1O70&+-KgwG-aQ;$*gYYsmd2PO&!7~)_rT3+J_@l`GA9X z5aZ2MoTBEc&&^-3r3AMw#jsJ`7e6-M+#XZ@kw(vN%_oS*d z<~3HqHm>1um4*KoUvuy0dNw+DI3M6T&m;W9@0BUNsDZspKUa(yt-G4}(f08Tbpt)c zsv&K}%8q)ctDkAdoV?h}`~WM-=KAm8Kz7o$j~;3Ta~$}L+XEPWIK{Km(GN3aUmTXd z8`|iOY4W7BYbWGHM**WFuYI?%$ywWR%3B3j>M6P{$LdvPVf>hVY!_|EvC48dN4ZA2 zl`e<{@FV#FHq(`4w5-VK18$F%p}53~kp;Ov!LobxZzRo!4Ya*elpnjB_PdO+a?eNc zZ*3IHiM4?kqvNd7++Imebd})w7L0?r2MHXjyV0HM8qs%+j=B03$oGKUPIJ`u8T!lbkD9UkEsWfPC5VwDq2{;Y9qSm1;pw3Eg4#bzM)E^iLXV7?s3S(r>IAs2t)BX}i# z)sNw&xQZv}1Rle5cq9($2;~NcW3ws@y{HwIgkMyDDh>%8n{6)tRBkps;DOTGLdL%42cAMjddsTrh3JmYMSD)$#dIA@u~d=f=BeRt zQJ@ag#au;PUad4UHLqH72zsmj_Is<|s&>xvcn&wIHqLWc+H(#Q)qK^#oT-lCbalhs zJU}{AIKGTh`>~&|zuJj^8tc5BnK2jgtSiTyHyfv5s^2V}%j`Ed2R0ARHws!4aUxFO z_SrZSi>R4s&zK)vON~kBuO?wFtC*Vm{)z}S4@;>;EXmAynt3%^eZ(`ns#=CID!+TC zwZvM7&y9wvfm(~(pfh!L7FJPerIl>Wa9^@^aTI*vzK6a27O3WCCv%k=WS-&Z_dBMF ziSVZ=%KD%t41%4aC#Rhvnw{QJ{DEiaW}b!9MIopN=O7I#!DM_1Z6QR>H-7S!v!bm2 zfh+TM_Fl{vt>QwW)!BS~y>V6?_xn)3LEbFyW8;FTXLRy_an2p%?2Xg)^h@tF{h_0bY6MI07A0aF)Q4KokTq332vzl=IW&Qm zumRgZs&yEA&^Q@ICybH$h*sqScAWRaKpU zKl~0uV|5tp9okEf!T$e=Rmr$%Zeg|@#4f!L?PbrN%#L(B^q_9^%C{LhQD^EzUHGVg z>Pb7eWgGk_$I)+rFDOv?sh?mgyZybK+iX0F{@wrmmQt9HcX~(W?EId!_kPW<=`1{Q z+rPGV$cE7a_i!#_)OdA5U-bn0oYEtGvXX0PV3gU|RoNWnt7~rapW$g0wzOQge3_w7 zeZ%s({PskQ{9vQ}6j#eHWf$2}HkaS%k*p|Nxxo4d{((32hW=Ln&@1(qkquYXbI4F> zI$2i=TCFcIXII4TGTp4|u83usx2s|^)xTLtxOASfn6P) zu$XaJ9+O|7jjqf%T{$mfe1Ub1dPas!XY|H&nIZdNhKw_M<56%7OvJDC4*5b=f_^v* zg{lRgz!^FxcjWAgoR>rOQdkU2z|R17jMea!RUCh`*xOqnIMS>l8|f$+B|9?%H`06j zV|6WEh9g5A9gKDvjPd$I(~Z&QeB&WpqixPxD$RI7{0&)kb6DZO2S!al%eldK1?;__ zE09dvDFaSX8YQdy9IsQTurtH6gZc&*b@mCIqv|^{V77{LWO(`*kiU;1+!-FoKiNOG z);Dmr>KiyGWRAK7yJ#JSIWr*>&U<&mE*L>G&0y7)W*heZMCKX4&<$9mGT8sKo`j!S z)1||B&Ql;N?*WiTS63RZOnY@cG3}W)mgietbqMM!L%ov+9D8MP{f&Ht_C8)K`Ic>M zMfl0rPsg}YoEd7X^MbmdQbIbhDmsGCz1zJ@IA*073vfQinv&|EF`sL*I6^&j#Vb?z z_=9`~iL5FGEff_XQPfrq09 zBcI*}OYy4croJ%jz2L{v zMH4WVBa)3!Mm+OPE^K$RT1J4==!E5<0wiEG29Wx-r&cFk4?8iRJcZq$dk(%es~D~2O>8II$$@Yi2f}G(m$$e!5N_dU7%L@>g|V>67!Ql& zB=Dz^^0w+I2gAR(BA7*Swb+EcOi?n2{<@QL4D8Sy#zD>Kxr;MtCD$i#Loc=GObH z4Q!S0w|Iit%<-?qJzhxyLbVU8tE#j{)x-~>22Pb>tP&z10zPq6>z8%P$bf>8282$rE(Sp@x{E8nLxb)e6wE`~vGD$28oUPPRd{8LI`l4GoDz#8sEYqOVQYz2M8JkqYO?k&Twf> zU&-OdS8^x}l>gu;7|j?DL3)N9$EB0jzDH7;Mu~DRAS7;B9WN+9Zeiqvp39w!K4*&oF|Nm5Z2Y405 z_x7AJv*q5K21)2eK#&%SfzU(fg7l^$qM;*Qil~5eY0^QFgf0?#6DiU|FCryigdm8N z&_WRif$wbi`G1}-?=!QryZ3JP&N=g*_ubvDYT-yYM&n>4{7Q;;s{?Acz)$B zsu~&CLHa%%z&TjO;{U^M=)y8UN{X|dQmDI*cq9l6gjt`m?w3v#9 z{plvs>G0J-1tQi_|FBTs2Fm3-7L?ofvgk%yPdiF%53B7PWgQCJOMB=}=sx$VyG%_~ zm1vS0tm^X^g)$!r@Ef+qD43__t5jI7mZ?Ti4_@I;aP1ve~_kpU`VE7FF!2xhW zC+qe+9u~qSP6Q9%!(2GRKfn)gh8MsB_?^qsdu9%lq+R@uX-vcDSNIhg>n3_XgjoBb zg>IpfVKj{o9M=b(r;tI<;DLStS@5sUq!;uG{zI02Nm-Uc63mI%LhERP9;Z_v1unoJ zf{QR&Z=ipCnec?tttYUL(%?TFpzH93b6qlTzI6je`EJ2%=Qf<8+i+IeEm&#o)9K)$ zXy^^N31{dWou@l6miEFP*!@4m>aS@J7;7&K(wnU#`nbLahG2{ouzpsJn9hk2j%JI71re-C@PDCMOY zFcUsBUs(-<26MW-$L<{%#a{(D=y}AchyqRlXKv|uJ`ldi?h(4h4h=#?`jESDE6!B+2=SE)VgeuLrbx_%F1S#J3Scla(?Jjn0nEcJ zeO}5B-_cW!g;5v_wIL2B<5c_>Ct_DD2nAuaZU_ybQ8tpTeO8RFt?TGk&_pXvHe2um zD8Na2tX+Cpa$fij%;n*Fi^G105)bj&vIamYPg% zNlhu1#+fDXXO1LDf|pKfN-!;`CB;xdng)fa5RLQ~ql5e=U9|369nBZ!5if$}@Fy>( z#T0Fovwn2(WLWI*u!%mk8dx33*W+2$VY2DfHIWX0-&$&4nP^s z51@;-c>%ryv(Py8po*yh)!{7@13m3t*b|%DW#zud)8G7x57IZ-048D`c*vKy3JkzL zSOuy;60N3dyn-r0jKDiy6+FbkNZe0#U_aG{^~mhvJ2B>_pQFT0tAZN^AqIWn0?bik7HK|li&OSY(Ym4z$BV%r*Skqgw0kxGn@CQ5wJ~l zfmL{u8bgSFhZEHznyxm$ZA^l^Fjal4_R#_LKF)_zDwg`=AUvmxuF9KXIzHCp>6+Sv zoy>8#rP2jgAVXb1k3lZr1C=589e>5^>Z;l=9Di9|R_CoWwGXbU`9=W{07HJZ!Ge

(McuJX4_n&81e`E&@M9B3VITK0- zALBhZN^|s4yaIpVW5`tLlxiKqJF2^L1ylJs<>ZiT#&F?dtDEVs)~T6rMvZn(xorXY zBfS|nVL;+p%t^PJ!$=eFevcGr3gaYpS=MUQ+)kLOO?DL5n6@&btMDnckYhpI9Zq8v zjuF&zTEcv@2%Eu2Q~;`AKG7{j)Fi!{!u1MSXNR2&QYkA-Wh_aO1?1dZPY9uYaPpm|fJ8}b_) zVPAR^JPeR+VW^MAppZnZzJCJ00gbRJHjyJ!WIT!oa6ah7m5hb1c>!1X5RF#B_%XDV zJ6bBUma0N!4lQV^;-HnP1JT$@wNdRbNhz80e(<5%sp3^<^%1^;08N#QjF7do2`8yV zvbv_IAK~?^w#NA~W0hgP`VD>)E-7IWRCO4Ni7HVo7Az1HlT6--@vu?l!%b?F8Vmc? z1UR7DU>-WCrh_*(CFrm^l8rDrhsl)8sd$T0F++OLj@R4t*|&W#}eS-Eog~e`-0wrk<=dBI;Ei$w8Qp-($H4s zx;^%E=Fl7PE!USUoW=#=eX5S}GBXvRwDnkjf}Q2M9kDEwh4vT?Juuc6W+y^5sAlz& z{hoM%*Hb!ow+q8ET@NeTtn=!#be0-IA<-?(gncaG`}Q!!)P>Hzi8#oNH`VmKY*z4E zU%Q?}Jk5^6^JX{}RrS>r7_L_ES3J=4vg^3DLmr4KtQ-=AaXE9inUL&T<9h%ZaFfnk zclA?xO3xj{<~rH8798#AlMvm5x>FB*5?Pwv&d_+sHF}PWxPhPh3lI)=ndK| zIw2R0v##qqI1HW$FMk1_3!dO0cN~AmUR~?yZ*2DS0p88CA=38?Z19 zg?rWkE<q4&^QyN|V2GG(5`HaDHby|`PL zZzG<8k$fB$&?^3o?m`9w61`Bj@h<#@8})wLOTXj4>W;A46FL4=a!;HL6NzVmV74*F z%rOU;Lm0Uw zjKEA@4d=vRUsQ9%7cRlwQmZeiOX?bAWY_SA*`u}kp}K;X=rLL1v^Qfx`+ZpG^n}V% z-~3ihuFUgv1?~znbXPcx`S`iD0v}5Sylu6XYM3PTupO+$HP{xWN>yqAV=)fuW@9|o zg&8;#k6X?3A=5^CYRKc3G^vV{tXjf?)nNz4iEsTHKgSyIA7Y`XPQthBay(Wa!L!&) zJn0GPd%{^&_p5@s5T4@E57Da}bDJlZMt1BYBrT$PhOt!`_;vK@YLlT*6xDbLl z*suK*r-z%;GM72T5k*2ttVWG>L(7G{SOACWN|+bCmPhb54&Zi_8;V0o;e)rJlwC|J z%2@6}Q*>TvLxo^Cx1c;w4$EOK$>Q9iVRxt-_*T#-Isu>XXE+dlc6K;lVsmvH%EM`> z1n;UJ)VnGMnyUd^1>5r5CX24S$05^hryn~hTvoDqs`HbR0Jnpq9Yrs2IArRtcm#Mz z^QB`gt1a)+Z(FT6+S;!NLXJRR_}+e(`$8RFA@TCy>BbXyMwDX@=q^$14ZYwUpEuqk z&Z($w1Sxby;usDIAD2D$FcOF1bFL-PZ3)M*3q6_wgYX0e8_=0L$Ea8UG84?EU2 zx(}AMMmRfp3)jFiHu$>nB>NX%ROnWHj3!$PbZK8V>jIpENqPf~)Cn|?j>9AxO)Kn- zkiOK1dWbvAq36SVc#9(aUqOaF9EQWkd{aE2hk-Bv+VV9V0JQ?cp+655FPLtEc|Ep= zwvy*hWnFfFQgi~ki4L5JZLMX_UT%ZeO)e+ciNiRY5oqTt7naBAoHN9kz^#3Cv5&-# z%p>iXot$doX^v@PuY~_l*q!G;Wo@t$tPl#JFuJMl>2X|us+wtVL{Ed-CJ#*%Coxg@ zGB^FmL{*0Qk7I5HC*LaAE;{b|L&?2=CY;mORJRgi524O zWG$sIC#UlOPV2LpRWmFhpIoGlseAs*`kA<`5H90?315ZIwT{v-ig%aU%k922)?Nke zC<&IBrI0I7U%0Zi{k!Sw{sONN>ptaXG|Ab`v!I64O@8lS_=KO~FlniJh`6qcGXK4y zty2yUQ73DkRFER{9q(0N!zG+@$AYjf59ds4FfHN|!if#B2o!~BTvU2* zw2)h)rO4|p36JsowdH;dsVR}6XVZZe)e^PVQ%*E8IQv;>!98~9Sk3u~{_)!YZzog2D?tpqn# zwBR0o#9Dm}&#^N8tCQgnrs7pfr%cY0?_5_iX)>jWGZ@ZErZbnt#6W9AtBsRk8aQj+ zH}DOt$MtxEUDkceE^SBfo2I6l3aj82R)7pl>a<6ovY#$RRE@m!MU4*{Zu}pUW^B7l{YFA&#>l+=FFm zxq6uWEdM0c675_T_KMn=t@gtqsh|r~f_TP-vO?a0CeRv^aU^Y41#p{+qfaSS?GtS` zNBDRPq$;m@_(QN6)|*| zKi0(tKIMGP+e{5SYAXA_O0yh+ka7h!!`Rz^iJ~L6gk%wdEpWqZTjc0e9VmHI#Ma)eGP8V*`5Wnprhk?nRD(>Tqyeq>2&a(vKOTp;KAFL6z@}(ytgU+%o&cM z!Dg#dof4orRg=i=lA4tW>zzb#MmYm@sU9tXCD1^eQhizsUcUtDQe7E0qZP0Mev-D{ ztcDKM)&2>ZQwyn!rKkkW&2~cbAd0+gDJo9I$a~UTkn+(~@bGQ+olO_b<9&9zj5k^{ zc(~}hR`?C~(O%8^l{=_kR7X`SXd?Y#O3-3|81>5axv!I*?(V|tZW()8FloR0jK8w7 zxV2?l-|;lQXc~z#p2YpuI*H~alf3VjgRMAe;(qT*UvXJ9ccpigv^HC_Da2zR@^OPC?c zcyDvQa9@~R@CEIJVWJpziVNByK7JSMgi6}me~l7)6Pz@iD1(>4UmQm_*_-9Rc&k|t zTi{dL44YvSd`K-tmo0`x5KC35ibN-djte)=5-+^pilp(d!I}tu^AsQ89Z`odtgZFd z=UC9Jq$^wr+E~@I9nMHpx;E7QpHr$Qh&S&-A}&S6jxdpk-lhtMiq59I*^lWbTJftkPE|vLyL(%>A;QfV@$I>JzpDYm|Eg*OX@4s z4DQklvqseIZtM(8^dmhuyWCxQQ|`cHIyg9o!w(%pT(}%aItx5i&P5?GP-? zWjPN{bZc>qg9H6t{6p~`-{RW-WM{Q=j0XlSb(T8S ztm;;T|4vA()eF1hF;3>vR#)tXU9o~y!8*iUaBp~D?2EneE)T}e)({+m>HHVBvZDR{ zh1<*fz2{+Re3`HE0KCQnaR3(gr*H~?igm5J5|uuf%3e$5T2{1N`;(wa;cr{r@C2XW zZWt}2%2wZ??$`r+3KEivm>7KRbg_y%5%QYar4ym1I~$78 zYAJL#$e=;=R!^0GiGKE2cz|8SKC{yt3yY^7fq2RjaI>7wSHT$`vE1Jx=Su%2ou>QJ z@BZk}Sc;{S{yf=QIRj`Q4dA1e&YFm8QJeg|DaPqZSwnkL--yms(mAG+{5j1OF-&yB z9-;}{5MPUXq7p6;g=wKELNTyd)P)9+Th0=*L?x&SSKts7g1nGQAm*C&VWIA7$`{$e zYzh2I%gK&hK~2J*Id#o1^a~9NBv1mCHSzSPKH#t9RC4ZR?Lj?gP(*iH;_pd4>3PT> zx-(7i@7FmaTGCqGmNx7D{v1v_+M+k>Eqb5cuRBpurxSfi4?;RpN7|{|QQL^F)Rm6u zqxytizBa?R9`%WHV~#;;W#l^O~7Sh9j*~ET3~&s2M%~<58SoHIS9eO*Pe6 z6s}$J(J1h7KUq5TBTSTiAh)^y-+;#%=L zt`zHWh1kID7;X@2#Rid`&;0{2{G?0N0A9f|(Hc@Q76!mz^GrNs+s!}$1|ww{Mr#*B zpph(uBlQrqOuxY&{F4}K(4$JlPq&`qibL-iGkusvBimW8s=+LVV+;FK%_1z@QvkF6;R z9P6^I1m9vs{RhRN_ig#reR@KVXq+CW8$d%y!bb3z!eyjv54&&|4pXC4C-69c-R1W% z$G=YAHy_bVm<=CO1*$>|U?JR*(pdqPIR)cs4AlrZ4jzNl685E&(AX@YZ`CidlpYU@ zWp>I=IVp-JKmi>G+3fd23d=n@5$Bm25QlL%3ZKYcI9w*{{wh|rl|Sn5Wi33YX3)ow zL}g&8RTln~pFk|%=Tj$Xn7(Nm!y^0{Td0-zg~}z*U{To-_TU~ojfv`atRj0uUNgi@ zfXzH^Q(=p2sHeew(?Nf!OVTOdJeUh*DcL?L=RyLUmlY_1x9|EUIuFG`l-ByL^^JUl zuke=r1$ChVdM&I7ok)}EARK`G&`KSE!loz3nu-`o$M7pCho52$?iRa+k80y6sEvEX z82B7ZP&}LwXT%shC(ertViTnOr)`E`)H67P4@EjW63^kacq3lpYo+O5(qZq-PoK+3 zXvcP63y#tW3aT1VgKakkPSU3^2|tBHlxD?Y3WcjHberl!eTY_nQ)6fhjbH(K+otf^ ztkzAT8ML%7>3OOfEK=p=Ngk=bP{Q!Fr6b23x&gidEg*#2biC8lGny`$u?--@;J%L{Eo; z>?eikk$LWqq&)1UMd=4SKTU!j{%&vxkLWPjOQq;d*oNcTY6R;gduIa}rZ3WQ8j01x zYc=2qjl-YtkZA-<(2_0r-X(G(Ok&FG9O1L!kc@|DnwvSlb73AcL?=PIOoGJ!P?18c z{@S}T2fFDwkSe#>^C6!e1MzaRGehR0pWr9hDvMDue&ZR;OtzwIG#PB^y663 zJ&MsBa}VPjHCL5!C#z6*tQxO|S}om9?m7G~k)h{sthGw*j9jD6;#vGveQVWl58(_o zLv^$|T8A(NXQ~vO6tWFJwzgxm{=b zx>kAFTt{IPzR#Z9Q`eIPv8z=}ccZ@6U3;Tlfhy54dojfFOwMQWSqovJz9APtHChNi zGg1ByvbB7wADO{s3>AUSa+1gvScH$=wr-xtS-P_BC{oP^QmM=&fHtU&s&svwjFigyOu#? zS_W@qJ!=Upf#)&~cTqp9DNdAW>K}1|)*2;uNCQ}>J#&ijD+&1QIII$>>M5;R)}a=N*ytVa_b3l6TPwP`q$~I zZlpa$PM4egGh|VFhK$B&oUePzf6EG35i4L-tc2gnI5}EYcgwrg(Y32%j5~y{R^Tg@ znJQQl8(^H<0O!eDx<2*|i?-|GJHqUW{FIvRa9I_HO6`6ri{ltQ(K%r6G%nfn1BBBu z+1ievFMauFDqJ+1I2RYRP_>{H(2V|ury`shvd(D&dqqJ$Qxlr9_UVD&!!7pMH}DX0 zLmq4jZ^f^o1FRMQhM9Cud?nIFUolWT5Z}mr*o`{lM4B#U3Qtx3PA#Z4w2&PzMH~_- znRLZjkRmFX<02VGVTLNN(!~h+nzq0I*0Wo{V=G(~7sVwJk5_~T>n^b${t|zQC*met z=h**5JQ7!7KRp%q;FR#Hl}9Q*<||K_r%W0>7fr1OK&FO&q#Wc< zbz9>{fv@e40>kY%yKmr#y)3+!8G?`O=k^=>rTj;JivxYb@r@jT!;ElH#n_Fp3I3y% z`P27Vo-GB=7MNY^V2+bHq9R7+4wjEJ!&Qd!#u=cxs77j*GtL?740KW>QX;xIot?)~ zLG@{NSA7tnl~(uU^lXi@rOD0qB>Ps@{qlgEYO~sbWG7Sy^fRm=3&?&-$f{~7cDC1X z2HS%LWkIzqsD;Dvrmz zoi7rYN|4BHff$cBU@(3RjW8D!#RwcB!eENX3wdC&SPLI;K5whOz$dC0tF~ogx#*({ zVK`K#=_)UbmNBd$@<1Od1cjjq=75|~7T<%BvJMu8B5+WagI{T))gOg!&Swg9g;NWA z(x;dg{9xvxPtNfAL)9%@HP931>a+3TJ{Q5iiL5|?u{@j$HPiP)T z!g$WOKC1#%q;I$~OqX6n^s;b5CTa4btjE!Ge84+Of^Xa;pUro!vCrV|?zg^WzL&v- z?A`QRANup=n5PS8O$ur4Z%OSUy3o)5RsL;UDGs1j5f}Xs-MAS&5!_Uwe z+Gggsv)vlugWScYO7Jixnxk|k@(9J7Lv)B{ni)*?;2!b_3yR=Q8fJc@DsB~bCslU0 zhE;T{xgWd5-34LCaust2m;q)BdBmFeVFOG__eEeQjW9d;6W_Q?%vHKeXU$#i*97m= zeR@Eb%meQ4(?RzkJ)~o<*H(qEFy6Z*n>N8)IaZl-be37g=MGcpU<%DL+agmag%0u? ze(Cmck5koPDxIR`nV&jKk8`Xu=jlA}FE^*@G_5!JvQBf;XtPP9uE8*eIoEkK9V==C)^H)Zwr4UQ~Au}|Hnh7j~Zir zK?D4L6;SPI74)+X>vgaW)a#zD@SOc9X8(;fC^cI~&lGuo! zr~+6NZ&~&5g!-NRG=bHA8F=CBpsMgA>%9Y19op$hc$OyNB%F%FbX}N(p2}^INdn%d zM7(0A>c(8l&SRC^ly$GCdYi)>nI!Y;1lAWdStYEoj>Ap(!v7F9nPfXv?KO|!Dm{W! z^$0v3a$Wg@DrgR|rk_bEP}#{ z{XqwKW^b}Sy#se(u_+Y%*k3Yu+`g^;f!A=K`**yA=k$!yLLaH?<|W+X_6pu@Ul_rP z$>s>9FsLm_Nb-ewuHHa|Pa|^T`nY&ODBVQI1bq(z0AD==2tag|_ObQtGwc z)^x^GA(aEh#L4^C0c&|6gzMwdj?MQPE8Vm=r{N4UK{c{3fyZS?|6g{J*I%J0th_w# z!a4G`DVbw`TBWI{@Dz@!i*!(>(Mb0c?NG<5lY0%4)CJf;X|SEH!d2*M@1gPPzH^MT zT{|_=ovKH;eObXLLLaU#X0c9Bv|}iSJZ&{uPt(y>eR?M6>KF1ex+fQLoi|*+luKD> zHK#6I4~9^bo+3wqM`@au8L!^;bHS?&54i8E`qV*m5Z{VcSu%pdoZPBiu(~QKE{pHr zJ5ieR{yDfOy0g-F2?BnBUbt4Q6VpUAP85?w22B-l9Q7=0Ekapev=J>tfgF>9e?&D7 zei;#_wtm<@s&2%`!EhC!-Ye`2_%VP*^$&sB4)_=P_qy+y&jL&A#dc4;CS%R(z-Tju zvDGLXn@Ltx-1!N|G2=5C#}##`3R7N9T_`vTXPPm%(x;u_I0#FHR`%VqT~(2@rSz9k z=gdN^p%&l*EacKNuA{xU|kth-~vu7wx6SZ+8xhurSR2pi6Z&zmq}>UNnNzZ{X=3);%}gw|H2rbE9g8=(er;=R%Yj(i*WT3j z{VDt7=X~v|?8jp|*^I;&a4>6Utx|RKQkLfwwIv3ZkGq?{%O&a9y8L-4HFsuDnKXu)3-* z)nSP6&xTN|q}7lX>3Ukw1jVt8o>N=s1j^|qFRT0bHJru0INJ8fW&GXO%@wYv@6ue3 zo()uUK>0ar(Ji4RI95Yw2<22Iwuu`w4L@XSScc8ubG~Oyz?I%T9&4~AtiUE5VV7YB zWl)kC4RNdt;@Cze!UV`c8ywqygTtV!`9e09eW0d1j>2?>u5ca)g2&fz2Uoh~ok4Kd z8fB)-pP+(?g{Cqc`*YNfbh4z<)F3dD%@ZW(z_Tu+;}P`onvZ}>R?}nMBcuO%)3|@T?Ju=^H`TsTVN3F0FV95 zK_2tpVCa8lVJD2>BX1^lLyX!DKhka(MLEm_@;H#0Bd3wq#+sWj&)niVBgy;)cQQH4 z`E)MNQ!*vfZPw2xX`?x84yq&O39NT-(qp)*UaPn87Ty>ogAO2K85u8rF@=HAtuF`fu{=c9C9+ zpF?Z#)|d*(RLp03!$s^1{ozlHW$Qet)~NEbGemRi%(glN{++qnGakGZCU3@?YHzJ~ zI<&OAs%$h=9E1bGg_wjBaDna}qLFlBma`#ComYAX&(k(2t+w%qZUc^JDxcb>x9N8) z0E_fucqF~`hDPkcuVf>tOWr!h9XrxJX~w}s=cYA6j*;V8ZI1*`e|tG9!OWAzbuG3X zE4;j$&zcW)El-&o;i@PVLPR;p%k{|}XwSZQT%?NC5Upa>NgnTgc%LiCWB8*<#p!0R zd@7E}U2+F4#LduHZiNO?>QmyB_y$wO5;!TYC}VDmUAU9pz$?0^Gq_p~B^M&m1t0jK z9ld84gVsFao7MXqWvdJ)?i98+t?kn3w92{Te)8a147u?=(~fAF;5( z8SZkki>>_(-Gvs;d)Q7_lhtHy%#GD$7u{3GYJV`n8l($iLG=2kzD6R16l?d!@I);W zuVE23#p#@}r;EZcL$t-2T$|6tj-n@P)L!B%c?{x3S(qp0i3OP?hyhpwUchJc8B_wV z>Wk;-Uytj!&!IgzxCuLPrhg9?&~`BtX3FoNHcmEs?5t1>vqBMUBn#q5)s}KY6UqV= zD4a*l&-lOrf(Puab7gmVSuDbZ==tDf@iko#8+dzJq=~+iCZ=H;A72o|7oGxja3fT>dz>E+v~n?nl#nP7^`4Eb6F zC_84w(sGcgOHbS+{|@z1$I&*KNW;+k7sLDC;(M$L`&rj}+bU2%&BF$8k7nW5x~z)F zdYRh3{{Pa|`3&Y`BZ$YkumEd8xT*jZ*{g?VKBoedgRgk3`*J0lCKu5anN0mSKbL^1 zbX$$4=2#Rq$}$iQ-EbU`2#RRY99oNta6%-&G0{zY47uqFSI}Fi9_O^Cutcs9$(*BC zi_;iFXT&{qL3E{aViJ3bw_?8wu8M_tS!{t#T+bw!)9h!9AeP7Tpy-MxL^Mr-G~(J= z4Ts_IJ!_p^VmvtVq!`biT8tayR&|-HfeiSE=jJ)R5wCEYtV1iHFDAfo;c-Odms99h z`AnoMf;##=wzlfDN>{@!6wQ_#0S#pVtUwVE0pUy*h=j2^D`bV5<1gfCb5y}!@A`heU1mkVNnZrh=I@t)`@Q1UdW5Au#fO> zJFFrRST%&uON^i(R#fj}5Gu+#GJ@k!7ATBGu(`|*-tTE6y*CTA5a6U7(ejl|9DPF*>(#9ap#&jmXt6&@|8} zP|!@HLT1+cm-F}1-NN_T)#ym%+<&FmEkaW45Pyh&j1KeHps{)^*REbg(d*{*)xN1;iAZV*U&^esQr{NyE?VahIOMEAdJ^L+`g|aC-zd@h^@Lhbe_);~Vh?^5Opg00960JedcW6-Bd#yQ(_P zoH=LD*-Y4#Ea{gdIf#HnNsHJb~gfx#e^R{xuFGq(88xS)fehO~y{=-_YwAOi-a1$hP29m$Qf-Ij)X_|H9>PQT&B=sYbXwho zyKo0iPzGIveCA!X6L!K{m}v*8dZt(ONmxx~oMqHU&8IbV7Fq{(sT=TBBuCV7^%p&c zWOupz7KEANer)^eCUTU%>~51k%kn1O`CC>`Y=bG7$4qjTJNuo!I1sye){Ro%nhEGr zH@2LaWUI&=IM+?amb#@*#_U*1j`jlRFcE2Awy(%grs*S-v z)P4Ai4w=8{8tn=^f-CAFJcrwX`|7q4+RA7hklAclrkIt^GC9uHmwO|XHOl9(GwKH2 zpxboD{NiRer9wL(;2zgs>1ldCHiV1jD*YIkiQ{!^HBjBtmdemf$Vc<=3M4}pIHxYb zO{HWK%oFd6r6NtN5j&uzSSvEcP|+Xi&~l;iB25SM8SHxC4348G%-Vw(!P2ClDxxFhc!&QFfV|YMM;emWEp25HP zOg|Sd03=~phAV0t)+A;ChVKMm!MxMH~DG&f*QIAZz1vu?h0SD3vZYiFEM*2f<_9D0)I3TrXD0 zIhcy1e-LZ1BdiiDMKf3~nuC=s*cRS{Y4Ri~^DfNB`><5hrc{y1&;CL;pvKS?mI=V7 z@S|)AX>3a?L@w+OZ{Q}eS^OjlVITNO^n*U|qbP>y{A8uVxJLM_7O}XJpY?+%MIYfT zF_ZaP6yX`mLT}Ikks%y;L>v{z#27p!PK(8uPABP}4C-jh z#V`w7coLU^vLz*Rn;i;bVakraXXBQPx<#36=Z~2y@;qLBX$h}vV5@uqh*@PAlPMkx z%K%$a85za)GEU@VMvH}Vk3JB}DRarHHc=N1J)(zn)f|j^3U`!W?$9H+K@Z_3-C-|t zT|I#(aGS4W#609*K845hFWgs|^aKv5f57J~{UnwP@LKrXi4c@(qL9# zG1R8oG#@hLei>H#28%@lUj0i}HL)g-Nf1%uZ_!WegsS*JJmtOh3Hu%5`QC4^iPxctXv8#z#_VtIiVC74m)@eZC@caZB*I)mqLheX zO7Of#iF{%?y=G48CHh-N#HQ*-!Bt`9rfHvM!KT!d_C-yn<6@ooSu}wR5$63J0~hgQ z(E)eMFW3W5VPBk^>-_B5I#E7&9nRr2_Ej^)ZeF2Gnj~g}15ZV7p6>zTmKekgoC3k75%$BqzSu!*cCw}r=g)#aDgiCjqf-0sOT%a)CllKs4#;i8E}6I~gQ z&2qRh*5(hpGREc!=LyHyVzI6)6&sL+!yL7}I4?OioU>~5WO*X%2eOy!`H~*Y=17C! z_Q)lBnMscCDk}%Sm*qu$9{DmnjdgIkIxPBgq@BRKeI|@o>2wNiir*kjCWv^^SJsI< z@fO)z-dtNOa?`6P^F=bepS*Iic-$IqmiL7>&I{Tyi3zrKVJ#EF(O${euF+H6n9wBG z3ymVjj3v)#W^!bVJKP=Vj--(^)cus6Y2s^f=5lZVwQ~EB&+1?g$_yXXxgtHd-<>{U zPU*PFG2NBA(#)WWqy{lt{@4xrqu_eoihMTc_o-CuX5EI`(59Dl8~R0eq+;$7UDoYF zhxCQu(8vh#k)g+Wb8HXl{*u$WmfM4RP$w=unX|f>o7-(iZK)j5e zbP9E*=UKNJ$0ao(G7>+-kvIY)YMOcB{40myQ#k|&vjY7DKY3X{;^QHBJNzG0G88fE zWc#QcG~TSGZBdhL3mOF@nPD;~M~!XNQVzu>?t5x=)QhBZp|@gwmK8$@_NZ9OnqxOL z$CDiYCqjPxi-@DoSS26gNOD*l=D7YqE`cNBQ~W_q6*-|ejuYi$mn5!9nzS|iwb#}z zOPcFtl_l((HXGMNdCR;nm^ex#1jHnk2Qg8R5d>2rG)_cn!-^4_O8) zVr8Z))x?v!7p;}mOe&R!#$E*&X$N6*T^rto7S08j2;Ybncm*I$nM~C3QzFStA2mDhCi?#?gd*_5pxdHm4CLmbJ;{wWi<#ki4q(crgGc|xn5Ld zJ<lkqoM1TM%5@Q++!imB4-U9}V&Lm3s657fWvW7*8@A_u}vY%kl$X0ivo zW-@qO8Tk84Ep?97?Frpq{etbF9V}PNRYBPnCa4LjE$qPSfgb{w=)2%e%7m>^_hFy& zkRF(S;Til9_Y9s;rh4c+QP1JU|8tk_!+m%Rf0`WOIGHGe7{oVp1S441*7OpkhaQ%) zK~^RHmF%*h_SJF?mo*COlrUDX#dSxUVsq-C8;UOJRdTDkWqI{?$Hrq8@j1p(4yeK^ zsU$SO*&HSN;g2)~tHK!GEnk`{Fdi@3gY*tq^}gPsN7|lH$n=8q*b5rTi+C9u$v1gj z%E$~XAs48g&<_SeW3@~-16Q_yt|}s1!B5y4l4Uz+&ofd$c7&>Oscj`wP9@x+H|qyBd$6NhR9CVIo|Uc?C^$Rv>~mNjb29J*?$bT> zZ$L>Sv)EW&$aOJEC(4R$2+P?J&&L2S5l@)|&PDYI0JqsSwh}(Em2qd(+qhHvyp6lGb*kbXT?GTtV`WX8%%wJ#60Kmn zc%*9Jr>tE*w&h@*9f9L|I5&CsQWoO8@6Z7$gsx`6u`e$F|2n#1o!)7eH>(0)4|{rtkGkM`?#nVC3Ib>LP08GpeK zV21K{>p}dE-*ut>0OqiY0MSG!u>7+8? zAY=*e<=^b%vYSWSRJBmMS*z7HUwA{k�hnXtxHA>9+1zw~5MQ*1LJkG|GU(&`(t} zOQ@uCg5UfUtmpFEONOYNfxqDh9iyFUlR8SL=q7A7$IL~}`~QBq?~kiHuv7ibQROnM zQn%s1!L;Bhb4z_2Iup*D^#j~1i7m2n{-Fq#WM7h7Mq?>mlRbSd>3fz^uAe`}%eUOu^*`~x zTCJfIxcI#yoI@ty8?q{&c}G{#J=}P#qT{iNjl;(FEggq>WeJ^ErrTYCKEc8ILwhys zfB)!Z%gMK8G{?S!_*7+>&9a~DYcAnqCqML}8L|l7fm0%dj)|<=w~bSxs9Xx)!*85P z7cfWB&&n^uHOfoA3M)=wh=QD00281H)}-uE5v$>J*_#?-VQ7w{X|VIBs%2TvQ3>dT zM`Tazfu;2jOtG(Iv5WTawtL*VGd_DA({ZOGzMH63$u)&(J&f_h6CxN%HM~F@h~388uApD zFbCDg&{=k2h4&0+o3G?lIYW+xAWf5_AwYcsT{#9F;hkPW=3`%3RBrSt%QaDdnuuKp z)o68Sl3ompp$>fykK}u_6rS?@+{59l;lo0UCakF2!!TCP6UbtAERU8du-2`h=1_0d z4iDN*b^=|ukL*5J?Tt_))kYJN1})=jgPi)K=rHD!WpykTlHCIZ)WE3x!70%TqBEj5 z;$XEVSjlb+Qh-Db;iy{IcCsp^if6kP8jGc)o|qQFqfzORu=3Oxyz30XTQR>T4Kt$*2Dahm z$Qknx9>I%XcI<8EMFxxZI-lI34ncvKYw)!ropiXYr`UI*)k3CZrRfU8=wVqL-3 z^;BjH9SS+GY9Q0xFqcgxWU}hGXlBy~u$|rvtf7!;;_lGDXc3+rHPX8l-PQRf z?woTD7T{dEg#YNt?ysf{_LJFQqUu4DsS||Ea&??z)z>zLa_bn@!kf(`cvnw>$?zp) zr+wy@J0u$Irwd*g~JeI9R}Y>r*@~GT@Sah_}>J_?Hfvhdh!S5+J}Mh(Ien=2kSF}XU-5&OLvO& zv=h}v^#@M1o$Vf8wOa|Lg5%t>Y9?Oya;j5-7IwO>Oyx-0Cb|Gkhjf{ba#JoE;&j$W zWJ%kUs*C+%ySO9j&@4<9&*8sfh>U{0Zb2-BvAQPYQTxmbI)|)b^(3C}RkB)eCF}{T zfx4(wucaK`G&yqqgo40+epNhcF-(|PkZU7;Dld$1zf z|C(J!*3dqMTNw}UjjM8mIwFOS<_T+ovH0Weo z@~-%SX~+AbnLEwh4bv!V^buG@i|7a(fdOhEE#|m<7zU{!D$}iDsxXJaXT5g_=6U-$ zwx@9Pp2U&{+#ihaVJ4G`b$eQ zhIT+5_K|(mJX*-ir{7^YjZ_`YX*dgK{+|n>q~HY@XD-4L^$YE#>`|BC5){f(DU^jX ztrE7m`;LuZHCu+QyPGX9D>0?;9nOHuh&cR4{738+Sw%rL1+Ci~8=A|`CtkpH)R*Rs z?$LRiS~yjn*2SE9>`4~L zYI)bn)6suLZvPPhZL%#M3;5UC;0_+aaHlQ$#t^vrF&Njsq$j3$g>^^ov#4fH1>MpqA##dB&>F@3Zy_1*Ii+RsR0ocG)UGN1slzmkb|bc z6qpKqof)v6OL$GHPNPB>k6`QuU-qZap(E^gYcD%?*tY{gb#RaU6|v zhen zqKn>or#xNpevg)Uvr$$`pm^Gn7)L&_)W}JqdGQsgBBjL-=ji-4=j>nVlTPknZK_2z znHsb%+?<+ImxN}tOiQ;B{p-|AXi7VDQslJmPFW+}s2d&CemSDMkpGSJh(5p>b~_5@ zS{Xd8&+DF4%e|wOxe@G5y{Qk=pH2q%#opF~X)ukXvF`BL6waTw=&utt=>)e8_t)y> zIuzTIR_dm~rbO;Hx&isrr<+cFs>h5EH>B_NQZ3x?_4_;*t(h3N72l;Db)XyJ9Bx}` z!{=Jj?1cPod+zGs@CrV^3&lN;O7$ zx`#&4a!-Hb6T5^lF(8`8*oA0@vCJq$kNpM24c|lkH69Fq!e8+$e#4i`^H3uYxtOiL z;7{~y{+ws&&v_2MP?Cce^{4m*&*%^NL;ei!^ZQC?<1hLa>ks{!e%X4;U-P@}7dlZ6 z{$oj_yzQdup%eh*4vjK=f~%gh+;JX_L?{X%O_8VP=x_NOJr5l&2W9fLK^MdS;a9A) z))6ZkPrF~^Ydm7@wQI94Y{Dlr+qwhecsd-BUDzWTq#tA(#7pfGJ zGkZW!V8Sg5>g7!jCYuxNaBL&0uqa$*b`+!ZDS8sC#R{QAC-D($C!#P4KNB_8xmYZ$ zsKa8hF00Gxvm#gozxNlzfnv7e54{3bz)Cnzl*e4NoT~S#31E z1t;M*_#ImE^ZI`1LL0<7STAPzvR>wxhYPOQqGMeCH@sD^Ub_6xT6|5O5ywAmP(Lh~qjti|{`Eq%HKUCjl zE**vWbR5nq&MD5r1!yPR%8k@hX1bTE@n-Q{$mVb8EqvhZidkB5-4A_568WJpej|gR zBD0|???>OzF^c0L=kgPn#7eNnb}qGmK`a;Bv;I(9=At1cvkzqt=m9CPR9m54g#b9h z=3BG%Mdm#7sduEl(2U0C-j7%!i@2cGcv@?Q52`;&iVwKTTULAPdP=uP-!nnUOGpCOUoaGiB67XQ(YU;-TF#pN0; z8LH80EeRIlj~d6rxLGTJ<8g%6AE!VV^o8@7qMg%vX%`iBptqK)D9U=^5G@5>XyYJ4 z?1ed69DJvhfLYpR@UubeXMBKrwHoAQO98}8+6l9$56{px&~t6Gc&^>VQhW$C(-I*^ z`v`hySG60OpIXBaNYxtRSeOQ*wGl8}bLa=T+H=UJQIMwPX=z#@jngJ*l`#@#YBRMM z_*VNy8>N9-pPe-g=3}~+2e+Z7Ho6WISDW6 z6L137f@3rl>p?x3p>$oS4>R#1&BUEx^El{$eQ=?@42xR#uqW%o9`LsEy55i7(qG^U zykJy?5m*B>vj(K$T$-d=mKycE&0N`dn}4aSNqMhTT)=Gq4@Ij|1Qw|C?WR=i)mY%SHpzx2`e3Xe@J%#xkVQ07~BDockYBlRk|4nERljvIX(>E3qH`$4IKiN0~MFDEb*{*azSM6lG5;s@=Fsn~%HkCv87Il51eQex6>kXtKc%;b?QBw!n=x z0n3GVYJC|zTr}n(*uczH^Z$Sj@Yb$ls_jj&89LJ{{|b=~*NuB@B|Ky4@Q?ejKg8qV zlW-CiGsEC8F4wXkT}#*2VJd~-74(T;wNG&tKc#lsO1P(uVJBc4&SG7~Lp8b$^jQ0o zUT6>aTYRV1b++O;WYTkWhf=&StHdj_;uL|7 zxFG~TWQ}-fN@T?-j#c61nFpfK3k8)_pn~WFFS!3@uq;YGbb9qD7xhMSxDJoC$J!sT zn6k7i?U{BLo@y8Hsdf)8DV?o7fR~!Xb74Xd2C8usppwj)%gQVmIS7TL14uw23<3vd z1RkZm;OGGGsTLLn5LcxOLr8){5Jf6WTSkegh$2I27ZkuqjKLlv0Mg_@5ey~qy~MzB z9&ZexVo+4k5JyuRED3F}Cw`69p}N}bf6-(-N;l0e7@)lBbbSiW#Ol@&3eiSu&9x?) zS4&XT(n7UL+5l~yR#Zz;QWfI0=~@|WFHVADP#(HzDVkbo@F6VHmZ(`+rM-o{xJ`@3 zOl8BjYFo8|P(j(kXIKjlX$Q45IG`QU>Z!LYL8r9dMi>39IEtOXp*-siyaF913l*NyagK!gCPsE(77W^MNm%JSmcUk~}Hzkg!d!rVH=8=mp`s0tN?HwjyL#yGMyiqLSc-H2&}o z;Jb0TYXIMYJFtN_g^zPha7}iNcTFz+s?cTrMaTs{(RYc*>BaRv{2SL%^Gm)3x8OW~ zn7##5cnaT!+ps%#Y7zQ4*PrGlJZx@6Bl0*ORQe1*!-FEPX*boZPhu6Q4qeom^6%Is z3?<9eK4_J>qexGF$?U@$dvBS?{oTAndCLMD*zSPhP&=TweL8Mu{A24xUttm1MbL)=2G14xhxmsBCO08VIn^(&&u`z z_4sQ15nsw?d=0kXuR|(_cHl1Erw8g@C5hhiW(wbmTd`$eo@*(uVV%O0*k3=54omqG zeoE<6=;*)DVI|M>p20JCR^hZ+&d*?NtGj*z9d<-ipo%Is|I;5y(>))GNQ$J^MymbD zb==&59r-?Uvtm!Usjo+-ufzY~ihy*SVcw8egAN3xsduQ!m*P^qC70uJT%lNwD-~{k zO}-45VLiSIrj#vv_xrwxJ!(yf zJZtUo?eL9?ThLXKOftb6>Jb<8?xEsb=tiQe&-t;^OUe%U(9 zf941I8E?AxrCP0ZyvNMK-Y@vKX4UexLayv$@)A$Q$uY&rY)!zi3|dkL61Wp7nMLt{wa>KUbi1vChFc1u_eiw4$w0DUWX_1IRAHMvU)OWcOhJ3Di)?D@6 zPxu_Ood0uwJHE$^@P5ue=N%QXYL;3IsIJ-Fvo5Tr>d&F3S<{>!_H9@s?-~@!I|i+b zb)MMB6Pei1Q#Gm)D-@N)X6r-z-|NFdN6D=PuY^^RU3^8&ajtD*t#_2@D7qPzIOltX z5gsp<5%HpkVUvqS1|*4i%J$4u+4#PI5Ncq=P$#3SQG`CAI4Vh{@`*6p(_q&@aW7=F zIg)aMV%%;F+`XN8$?fD2qwd;4&4WJ(pDc?-{YKXUrpcAT z)8udDzyfBO6DZGhD=5pA=^9S`%;D6_o22Z0u3eSt(M)mKNTTaTQ(7*XQXyAe`cB+7 zlBt1eQHQ38djFPnXpU&+twm$Sbm4>$E$N9dM_e;zi)mu2h;&_5M-3?XUy`W4;-b+` z-O<=PNz|s=G)XKJji|9=kvJVVUo@moD9}|yJt>K1iD1__F-|ZSb3M0j*ca{EfisM9 z^g(bRV~#!5E<_)RL{UzJQ5c2O7*C2_K@752+20sts0{s}T7E9dP`sjp*lX{##Zmx%gZsBhW7F2@nO0CZPoli-JXnNDECfS}Q-lNh^vSu(W*2fiYlUqKO`~F_@xR z83t6BAA-NNOzn~OR6D@3^JBf&+A9^?s+bR6z!S{TGATPhHg$M~Z?(5tw#uG!AWzHH z4zmMTSPQlDtjn^a=Spx-tEaUCvQ=b*fTjUpt##-6*OF$f zqgE2EZSMARvszuHXg9@MgJoGORh>zZDJp{LDu)MjlOsy@kkR?8 z>p$jX3X(n8Y$d|L1?r_D-oAyt-(DAoO;?5(byHXWRD0nN|n zT*L{pqFg|Us-<&hynFy~K##xaTR=-_h`WkhLL=NusG2I5&| z1KChEkqh08vK$f=xJr3w#d}ZgjueulbZtxpC3)@?3!rq!U%)b1F znPW!l+m+}14}NdfW}x6kd@5yn+WJQfp6L#R^YZ zQAWhsnZ9TGEq9BMk=8-}k#B@`9V@z5@$vfM;1POB_jydV>RW$=IFZCPxeTlG@9;N! zi+7;wBitm0v1-`Dn&^6^Phj=XWmLihTkZ555ccJcyuvX5Ami^Qn>#efKv<#32pd8P#k6bfZAL}ixO@VRzH$#X3m zZ{j0(36kmg*;`Snh(lNu)Wky2mFnOfl~-I+vXS;`Lt($xlV4<~wbR;9%Ktq!ocyUW zB~k!XQ4!1#mG8vEY&Ej8Y!xLyZ>$6rp@Pa-$}8P1|Cf%*Dx0XOvWkykD>+xX<7!H$ z3~B@mu@N+c`8XdNsxr>~GgX2_F-K0vWSEOb*fbsi4w2A<`;oxFS8Cs{mM`HcWqkX59gcB-TTBL>JcI_+JqwUwG!e6X6?xf>z4KlSm zD#O&2^)aB17%ziiv8aYg*j)MYw)h2>gK|(-9%YH@eU?!U-^#|&NJ?j4(JB$9MxsF; z{>2tkx_f6puJ4@hmfn~3VO?BL^ftj=T#xlU|A)$tHey%ol&B6xo7?k3`-ZIa+>`g@ zU)F!EXYvibp~u!6%AsfSV&KidPXkXBa7G=?f zkSQViJ?A{f0&iK*=z_J-b4vcrmci#1|4SNVCB6Aj`Su4R0M zLhZi5cGmIWTR7EvqDR_(QQRnLBzxSHXh(=dyMS;}kSK1KF=9lYfF^bUYGy=HG%fU0 z5l$IHv5Jnye2)mUb?MES8#}XUdgW!L?Csj5vYFAYpYSJa%fIBNw}Z-}E}J`1 z58Q>ju)c1}N1`b%W6M}$wc;15n7x8=TeQNZRyu2e4r>_5R=C?L;!iPlu>MB4{2V`J zr|gcR5LRH}7>xdWhUf*cAdXYo`SpCRp3LgFll?_)i^4>ha8pUcO&&@MsH41ZO@U@z zvw}G}=!JOfdM+}>LDvz{Jg75urkds*QN`DnZiv3rmktM|m{~%&M-#}=gt5Yk z>w&wZ@@Cy+SLG$$R#VyE{mwU6d9qUSdphTv<6orwPIA~H+UnowpHX_X^@p4u_&1%G zj)7%ZjaXmUWe`(m>C3iZ1X~;4QkVI4bYaBdefQ zKVTIl$>shAe%n2U#?au`D~s)TX$PnLTKVs)N~)-_Uob1H+Bvg) zew0v2Hj7+OZRKb+bC>A9Y99Yf13V*2FR;G%T#`qvn=*@@OJbH?&Q9@$vs7<18|mHZ zU92qRCOQP|=odH)x3pW@8umuBNkSMozmN6f-IYI@#=24wh=;+(MK(y>U`t_HJ~e4M zG!d7ns`xL9kxj87ZV(|bki|j;42J^B3dh1WUKoa}_@E86R(u9+VIB??H>n{k%KyFF z$#M4MA1a$oVILchAHK{FY$3kI&zLk}P5|GXYQxo*)gRD4kC=NZ1O3Lrlm;bO#yFRa= z@}CB9jjquwtPf5eRToyvOLRw#uMsT3bs`lXAs?7PVqzCkZub?k9XTzbR%+PQ1#_Sqi!?x@h4h6T? zU+W-Jj1nTo4)bU8J-k3*5m))3y7qN8(EYVB$T(>YU_(8XaD{K8_+G!MV)&x?*sP}F zff803(GJ_IxY@BUpW}Y@oxW6_>Ja;deSr>3 zStY9~I`PnZs{c!EoTR>d9h}T+;Y3!LU2``wDqCst5RI32z+fCrC5~oDC>gRB@R(kK zLv22W8u1e_kAARE!eTlJCt;%enQp^4K1|+)yRe04!3BB(PvD5WLJ!~)e+D^}2QTGY zxW@m1`}C4>LBn@SG*pj3A$0Y}Fw6`QPUIgYg!vZ!$7|L46`@e;0VO^*oKd_~G5_BN zj891Z4Nr&ZAcm^4gvsJ!pJX5{VYsEi27o0csiu=Y( zIA&$T3TvyJquym7+XJH@Rjb0wnkCI3^AqD_aB)M#%wn@xYV;z#F{|K9^H=cA*YDY% zu$%TxrGF0_pf?ZeA6A{!W;r2!Lw@jN&>!-5`HSolc#{svMOLklgaUWVotAOYSLh1; zX}7Z1c)A-&q6ihCIV!tyvf`4|T6`)>QY-OMU=K0Z=qBF(SA4lqFYrg>pvuqMiQdL6 zdxhOnOf(vb!pfW06-mlZyzi%SaC=djdKd+%APurVv)!KG_{YAk)+KCd_0pFr4}J!} z51h`AVo7Tj@1P&Y<5Bq*0STrmOfwMFdCq2EDsG);C;ltG_jCcn_OF`g;6700030|5SN( zd=EccvY)(dt7jQZGRLpDsB&XqYoPl|HC4CR>#shc|58*yl*U&R@5ud|{`<=j(cnbf( zg}kJdj>qsQ*43x*qd1vQ;dS*$>om^dd%7pL$N-q|=C>zMV;V!X9koc~}J;B#;$ z&QaJS&o~?C>3AFy_#j?Pe`M~(*>V!jl#}s28;$?4v1&UKN8&4X-{>btVm2FrKD3a1 zu`lj0Zm|An%GO46^!N=>cXxyJQ}rc#noPhH$7BpPr=VNiS5=I04q_G2SIT2)EUVDb z$wCvHMa+|8p0gV{J%;`T9>EQ&!V>rpR?;X6#b6_Ag|>{r7%Txh*|!jfL$H!qBb&fj zbCy_!+ZEbF5KG4hu^Reop-?YiyJMRp*-?Up>EHWjQ#M_(E?6(<1=TE>WxXcfk%#gP z{b{|Gz?cIVcbNW;;@ltgFY+sWay^x?K^gKs-J|u^A-Ti#mQq~F)*5*r*BTk(H($<@ zrTq5F8+2XaS9zU^7OuvsF*~G=9<3K(Tl~8_YU=q|UWGiYAgiI*(F?J<`b5BIxWrZK2vFcZcX}ml_2{MiDcr)lEwYA>+f5w0K3!bGPvaa*r^srow?e+W|F6Z6! zaXiD!6R^h|%75hJc_KfF8Cb(Qhv)DNp2u~32Vbb43A>AT@DZNlk1^T0hST+Hc#xmu zcX6!!0MGD8s_zUIvQE3t;|08km$0UF7N>-y@~e0i6ZNb3r+X1k;>U41PxnjXr~Qs$ zJP)_horm!?-sK;-OX#Fiun`sP7QU?|xDdh;M3z88A__7BLhtjx@qqOfAMtkO&%tLpiF4=xrD+N5u$BOgc`|guOl_OBp02Y3Vz_#?SBVBS^nmkfzc2KI8TtSyA=|UFyq5U{hrmE<9B!x06e`L=Y3PiT zX*!jJI(m1Ego?1#?un5yg~~xsOyVb0#GX^{?RV@77qABF2RE^xURXhGBcVL>!NDrVDnccw z3=^;xT%}p)!+r8&e~3L818rfhT0a%kS^GgW`+?P91E4qbRizI+!4WVVZmShE1n$#w zZ4R4@KeJc-2rj{iYK{zfLQa(z?Z&cV_&Qog&&_Ib8C90cX*os8NV$ZTP$e^tGTmd` z4~=rp$3|m%ZmbY*jn$&MvpFpjOT;vzG?k)GVu#~fYAgDS3KU5dX^@B$(wQJ?P(61I z`VY(1$ll_kt1OKa(UdG|Q*EkCe;V^dJ*q|VqB=!Ubv166vBjuNmFT0Z7F{#y&`dS* z2a0jmrbN}6A!e)bSB-FIqL?Jci72Y3aL|aNSNauqAht2x=yc!WZ{Zzef$le#d5y`e zy>mL-qyLzDjoy@DKy$|ccX#(V|3FsBQCOc4R^DCE5v&(=gy>F|OLwqrdQAsh>s%G& zMRO(DA&D zf-{n?I{Jw$$5{t+rx@RfPOf0X>3Yxad9v)iR))URb3uQF7xWYviw#ut&eaoP8jN)w zg;03}YV#R1idJMrnjEgxqAY$eD_|MSBaUc!c@SQZ`?S3Z<**zMhke>G z7@_K4wZ1R_;vfPea1rg%=29VCK=*K;=EFDms}_ob;Wss|JM7T9!FH`9Y|&yNfr1oE z9MT4UHnkhWf618)XrnT4Zv+r>n zjD&;QBRZq?7jak_c9Xvm%+mFlD%$3_E*VvH7alcRvPmL_oztc9he&2CtxT(uY#|%S z4Avc;o~P_7`w=_IVc0EjJodGJ)-Uj9nCSVFzrYvx5`Fb4{crq}pVQw%1#7$;tc`RN zZbDUShAi$nz!w=8P7ItnlC(jUQl?Kyr@ddGt%;$?mV2GwO;0B=Bydjf3c41siJXDCtQ+=h?-l!3 z>MQ%olzdYH8|6AeN9ZUSu46P+ahIQ~vGqHp=U`jl>0F_*V34IhmzU@~&7iijg|%3g zuoe*5eawX--56-(qBK53uf;>;YBpK)7BS*qe~11zKgCzc^Kc&4P@vI=mz0aB2ak~1 zdIp>XkF2WCg+JvynC+O$Ccp#;H{Vfi**>_izFz)Hsr1tP$sQY0Tdtx7wAZX>&!lAP z8c<0trJ;5e#i`fL3HDgKhI;dgc?-)n_7J;{oMXQ**U}4f9W@9@qB6FxH%Lw+ ze>t5B*-OpJo(9?>c&_5c$*yQiaXlum=HgeSLJzX%;N%=EbYU=6;uiFmI~^^d6|@W* zZ;Uni8Oyv?gVwMI&YH$bwvyd)h6mL*qK$u@t&L4gx3{q0yjxg!SVzNccQm%Lt*pJV zh51^(a!B><^6vI-W}8`DA=8dkeLnOF+T%6tO>7gB_D*l6cQ?D_EnthVO{}e&HO7cB zOgqNtpyrItnKLeEi<%+Uh*iC7y$y|@)moE9r7i7FL7SMbv{Sz!ElS(3#ZpU%fwQz( zT3DDhI))S#X0q<1^(W^^~Uv*KZy-Vl3S(D$Lml%MDtP>9dP?ymgY z=L(|Dg31fb#{c$aE7#%EL`iBJ%ENdtPekAKCZbne@f_t&?~w03waondv)rIoQxo2Zzm>_Ds!B38 z_k1JMS!e8o1*ISNoo%h-gZ;OiX*^^P*ljidAF%()RHGN3S4z)^^Xwcm9B0^Rc19iP zj{}saij)D4TPzOiOP|B4E4wN8wZ^#2`ru{O7t7=vZ7hGpp*eWM9GHtFruXmxp31NAg}wq|S^Ha7inSEs7>+mWaIDCR z+Qb0C_nK9W__y&=xsT^?jh;g~e+EzC8SLbD;ST%-GkKWCQuq2ghL94Aq|cw_{K09$gwz*NXrp>Cfrh9y^XQ~`8*SI6|_tlHA@~o+-zy^!kW*5a2 z1u;%|C>Our+2)K z)m87RcX0>$mD2B-Yn=W0Zu~|ss>ktgzuVqs&Mg?r{dM1&eCOMO|Hz-Q9)IcreIx#Y zt+=J{F=O~aJb*9FQuYe>^(;1)u3K zctJDMv0t8%L(P>q)vV++-5YR?`B66E>D~jTSMRK@b}RbnUHN)I^hsz zn~%(0d_HfjJi|Gt%ZI7#)l>G8xvbNWPfjL>Qpr(#yjpod?l@k~xFqUgJ-jZ4TlKNH zQ8}Qqe9VS>c%ad;wp!oN2S4854Ay!Wfg ztR?m;rOb8jS#w*!ce1=ZYnG7nmEJg%|GpSV_eE*{LtlDvabToG4 zk!dPxT%&9BH{9UIt@rR=vFS@VEDy<-@EZQ)&*>#S;(y66@GpHPbp|1XOBhN4dYFaz zL_tx@G|@mmwP#_39_4VNt&Z!s+>r-!V~nW5@?keo0Ppf+;(s*J^6{X*9w$=Zm7Hvp z7N7B+af zIAlgBCMt+u9Z8}j_GQ(u8Xgr-%rLCXs<9|`)6R|4^vR;BtGivA_cYhKng-~$%Z`PG z+7ZZ>@7ZRkℜY{T|9Ua8^F0Z2AbFr6EY=rTonI)M~MDVwUK}db2c915b;aq8{E8 z89@&eKi)Uq(o5rp-v=t92Wds=BsS5<@^$Fa(v@di08MeB_DN;upS07ELW{K}+IO&6 zD+jBzR}c%QlzOfYyKvwAKst&jLte`UY1o?EZ^Kll%Rus-r7L9cMP{T%n$kN9i6&mZv3o=4a_ zXqM+R-=#mq9r`Z)0Y1bdd=Fo2jj)rg<(}Q1mv~mc%k$^Dmw$@-{X+jc{1qOve02x= zGX9X~GH&6&@Ob@*6>U^87HEru#1)miBJ-{X#J^&c3$hL{R4%uKfKjWW3XCJ z#oz>tP?@(mKdPm%4%ksS!sROCU(!;5=>?fft@ThU3O_6L(uzV=ehr7bP!9)C1P?BGhy_$BSxyW&FB{-j1u`ulWo92D9;T z$ZS1H-_AGlE&QH}kxc#&&+;c2o?AE=5uutRpUW1K0*raqJsfX8!m0KU#ZpK3b-aS( z^tJo~j?hQwS?)P}7C(Wl^}EhK`gv?@rSioA%Wwr&caF^S!4<2e%Z^q&Z*7b=7RfpC zl2TXiA&;Y~qpa>{)(Cd9{QB(R6#p@ft?m+Rx+BpM9@0ti=3#edJvnzFV`Av^(6Asq zY^QPzzp}o@J?{^pW$hK(N4ABcaSWYfGn7`HDi(`1xCWcTGMuN7ChJ3Og*GCB2Rf_p z#?ai@j_qJNPh#PY5Tn2A7HdtLV1x6qn5sP4Q7Fa_z;AjknMV%f|C3pe1siD-P2!hf z8|_pPe^zvwnrbkuHJ zvy`t~?K~llimA@dbiuts%op*lY{f>W?RR)bzpG!g-{X7Cwl}i_cpvY>F1|{6)jGy1 zK1XKoES_l*`@?R}%3!Lfh)?v_`X15CxmS#4li5w@9mO#{L_gzK)}ITh$%?p}gryXvvR3J)WSn-C>C0K2;a5G~Qvw85aM1R0iItArq zSKfo4g8$HzA6KgJFpvx|7TN!rmmn(#BRp&Li})Mv!5!Fxhv^s1BKm8yGvA6n{h;)f zv#H{qRHZGlgIe>Am}V|Fefz1(hoqwK8}A0(p!8Q|bGw|Yw91qmN9N`_Prw8$>Y9v` zFj0Om`p6MjO{=VRfG1iO&Q|d=T}#vgV47AK6ICl&YlnU`!E9){`5vWoN@+TDgBeP3 z|AG&+&NLhRu@N1Bn=(t=2ZLkD1`2W!G|Dmypf`;&vmSPI}zJA?S=co=*Fb>Bm zHCGRA(k)6cJ3t2*&GWGij%=||_ZREsOlWK5rYd3+D?syC{sqVAXI?qDJeJ25q7PdxA{>7hkJ(c;42R+U9Czo#J$5hPwsL@*jYsxh z_=BdgEUh+AQStWx{su-t>|4ieIfWH~Iv7WVpe{DSnUuzc>U|WW>qc?od;Uzmq^6Kf z&6KZ6RjXwkexib`DC-G5U>+~edczHD$=a~)EL%n480g1_!V~PkhQJVbj4|vv`kc%= zl}ARw2mGi;yu{&3PxNFzDs?fMZDpI}MEDcq;0_Lg!SDbF!*pu`8x5mj2#W{I`EMj1 zCQ09Spow78LOGWOi)rA4m!`qg9Q?$*w2(Q-L(?Hp#jj3D3}`%PijP0z4ZSmK$FA}b zFjQSvTe+9*V~XLZC@q3sq9OgDykHbXQDx=)eiSPp)zL;Qg`Q#_>}UH~1Vxaqwa76K z{(FbMw>Te4P>fgz>1?5D`HH{RSnHwHhErM?d{H@fp_Z-9(aLDQYpu0n+HP&THcI7U ze-%Avv_M#(t=5`rZMAR+ff(%{EJoicwX&4bwP{Kxyr3{XOfhL`^;CS=qYZ%l+5zni z9?_0yli+tX>pF#2&`Z&77s_Y2G|^vRPRElN2FpQzE}9bzK4-H|IYeaA6XRC%fURHuUMlv?`W3d_oyL+8ckpYHc_+Hf!sVAqSbab z)`c1{5u>0cBw%$&RIy$QYC&~ie1bZ9kp5+3@p~v{Re{QIhi#x3qf-V`&wh zfQ_nTz#odK_v1>QLD_1}Ud5v<3m?J%0RRC1|1_BgoJ~jj$LA?CbILvU-tA2bRu_V3 z5ha9#jb5Wg7cIyJDTGy`CI}*ec(owPs;_skNR}X*=)JeqWr^tGKS%!gd_OaD_MF*s z&zX7Vncwf;d*V;SeepA^ZNabO4N^F2xI027} zqvDA85r*Sou@p8y2AmeNuph6-9I=p6if9;?WHR7`F(Ju={gI4SmvwY*F0789TZ?GxX_KC#ez z=KtWBSOZ_;f8mJOBFf<=@d~aMt3@B`48v&-&cpNKoY)RS$^Y~@mZ?Me9G`MkpqSP%8V!ldTPKQgop-Tm=&_Rvt0qaN`As z;EL!ab3~3bhR%^{T zoe+a@3?2|4;eK(Izu-F1hF^vfFkQUNXK*#Pf-P`R^n`arf-EIFW4_=Lw@i2jr{GL3 z7u?1R!-e!8ZgKsmTSEWkcE$FX!5y%z>9^BuXWC3RG5k8_kAB51kLB@O<=5Y-3V6`! z%$<3N)zwPoC-NCRme0XJ&*3S(VLg&h>7l&h`RAT^h>fj8%!5gWg1q0p5BK4$ya(y_ zZJ6Wk)|cek&?)oxJt(5$*u`JyIvk{1a0}wC04sEPQg|O+c9Pr-8fhPt=j9ru-5)|x z6h#;C9Ucrh+LOy+1svk(pu8WTA-zM5X(=pL%S@cLHXLw21E1d9-WdvKsjWRh{-CO$ z2P~hO)$mYk=iPY7nu#-UGwg+7oFk^wPFRX1F&R%_F?8jS^Bxnane@+mNy&N-9Co(TNBSfEjcj7?3haV=RysWk zQV7P9-ZNyaz`MAMrqp#J7YA;G#sZ#;z(3-A=Z;`$d8)gOkIgylpK$9b+nwTC*XL)L__n=dUR90lBub)uhWsXO>*eX8Do`)=D!odT3>B%bT5MOP z?osywRl~>aDeA*;TH<0g!+XV<5SW=x^SL4_D zQ){SIgFm-wat*Hef^C5jRxKWBjkNwfQ$oqFRv8bGtd+ zwCAeXD#xCwQs}(hfa=o>Ro1&~U$M)2m+W^;Mi>!pO84zq;aR4g6@F|#w_DIs^Srrs zLweg#)Z60~Nt|2wPW0>Yb(!W=Es-K;I(}(Q>&$z!kLzfj!FH6>ir87M)`tIiM|75% z=Xe^`jINnGHKf_<9aH?H7}s-G&Z;@2b@Y;3+~l(idfB}iobXZw z_Y-|D*i*)F9vw*T=E;{3bw@jZ!=D!{}OUP#t`FH&1zW?64v0h5c%#*d#j_bJoGp?Z4<|%%7 zK|}qQGcUM=?mPedJw5TLRo|=cO-t;@%Oeh0%@gL)1!q2`M~tF7(Sw~~^i1Usir_?N zwzI@p=B#wqILW$4E!Mu;!*t07M6pJp{P9v=i>rggqN++Fb+04Z`)r&X*C&ItAg$< z*w2G>1nmXMvW4%K*}0CH7T`3b$Od#G|ao=OCEsYX}~n&K9B4jtx?u$tMe|4YNL2JEKN zGTB~x!-f^HF(YR@u~KrT}@ZHxLQY_;Oj6Mr?_uJVOdQ6q&Ina5y)abe^J;QbYYi+w-OCbbXB8 z3ssGp;Ks-G4DF+R)W@Bcm`z>XZ2FC6>Djus>qgDhbM;=T7OEDStM}1dJx@1rchXM! znOYY)MW<+*>(?g@Q{1mzzx~q9j@?PiVw<~P=q@0jIkM4y=J>f?In-}zx@ULaeF6diDn|BsFZ>)WT{ ztYMDKq^*&o^*QKm$A@-O7A=CKTRAWg0$KT3{*&oM}kY#z#?9j>-2SV{b{bB%7$Mft!eZ(nB{ z%}sYj|~p%$cJ8rCuOaLhEh z@>47e8;w(Gi=|;Xzk~U3A8p4gVhLRrdtoykHDh;zpNMPtK>P(y#Y3#5OUt^l05;-M z_$HmUhsp#FsfM4VlJSGRjEgS?*W6#25x0x5#rTI53$Jy8&dO(Kt7>B{9EYwJt zq|;z5JL;7{Mb*cScc;Od_BjpiR9MG_=`FQ^Q`B>315b0R#7rvM$fyw84ZG>oNe_-p zr*v9n$PR9#zWTqE>~1jacaf>Of?L)7+|=dW=UyqKFQ2w{>^XE?OHKa?ysU50rQg5o| zoK!8GQywJ^_uezww}T1b4}U$&~{hNI!5>b;}^R5s$A+Um7U9IyAp=d(_!I`(k8 zBW~wE!hLZc@8W588T~6ibGu_T-3yQK8hb|YEFZK7VZFdL?yTGCJy9P81_uV~q4=@! zV8iekKVyI8SWX(QRK<9V_zzBp??fW~M8oWRVxFwa$6$__YjW#UtYIQ=v3LqCp*ggG z<=9j{pj$K@zJY9!Eq)V~=yx$2_KE{y5Jq7e)9**o687kauu8O~AH-78jyy~ki+GtR zM#lr6>)m!iIR!WBBZ0NrmV=FU8H^|FBX)$njN|0>K$V!n)3wuX>EvL#E z@>TaBF0}H(mtwr|jC&j@?!yo7~kTVst5HHo6Vl_ zC0H1ZRpl+w!0aM(jh8$GTi{DbHaqZf9)%}F0ScPTTfn?qq{%~-F_jD2$5kmP1#9`L zECc79Qf4gw=4@(>VJJ&gD1|CuqS*!d^FEafL93im36FTH9%FpwGW`}5kOkyq+!uJu ztl*(c^c=s?!})JH0!HY+WUPsx+j^la$j5Op+~+N-7x}D*^^ivnwR+GxXeSHWAIpWb zANIrd@(NsmuI^=6V~$qI<#M8ItjEaJG*;e(n{dmNV+5O3`ntYusY|R?H9jZ%~8R1y!HiaI5ybTUSrx7TrK&u*DNx_ zn_@oi2QR@c8d*5<3m(gH_A8P9jUCV9d674oN9TWFea6dii}MGs#(^S7`lQJfI1rad z_YG|c+LvF_@R**unzV7ji#*Ap6VzP;&GscnVgq07v7b zh%#;q*G^c@?;ExIJNF9u^8{v9RnnDpPwa{F?Eb+;zbCWeYYI1 zkgd4`-@tC1D?f!t@}Ybxg*^gB@@V$Ik*dkP;RyD9vA28(HT7s-q{o8i`Z^|)=F47o zZsaw%1`WM);IobV`X?HtuZ1r_mQgYF?Ne|H&KSF>oKZZN9ger+AoLX25S6jvKH6CD9 z=E|I8lwcdDj#Wby;)2{gkYeTK!d3)M4}KR&GQCDRZ>odQkywz6sAzUD!i;K|<1C4B zD$=;n!d8sZ=1ja&j>c%NXw46Q8t82$;@j#}WO+`+M6AFKlwVgeUh*x~*<7n=R_SoF zR;zPK43)WNdrtPizs7a~~Z?R^nSMV!U2FqY8E{>n7;^;F_)#o0nv$}@Y zad1Sp=$R3@cn2@YJ9xx8WL=W~Fe& z=&%fo^^S3UN(3+ZAkLJ-WJxQ|D($`Jly{ct9G1boYL5X~NBU zm?~j3T5~RmJ}tQwk5}VWX_NCinDI@*N+ut6QD2$oNX8G;bZdjtM-?=4UC9b!Av1dx zGuqY@`G}s|#E8!!IoJ-9bO+;EHnQ(rHgO-X8rCRKq2!8~V@|#B38$|->GYF5-KW+{ zb;>$t+(AF?#|fc=Sc|);Zt75Qijx=f7=>HQ%3G%q{7;EU?dL7L$Uic6#(TC}P zOt+uNKlKy%OFn_e|4*)cUp|Fgc}M;Y9^2?grj2J`tPtNDo}hzt4W`T9x}iNw=DO@2XHk|0>4nNg-T&z^vC+JQv#dt?9gtNt!}F3*aB0+&2b4g$9Zo4m{E>}Ar4sn zxAeZx2qoRaK<*?gPy@N)9V>Lq6aU&of9bVx>quyc*GRz z6wbEN+z*4-(PyhXhv%_w#CaU$9>+EE2NT09ie<|0teqw{*IJiNpWRlD$t<@GxhC#! znh4%tWy&tWE%Gd$##4sVcm^j~?cC3-1Go)8mo=@X)c+oX{kT6bQ5Er+RS`=?XU8bCl;E47z2WjF$P8_Q+v*m}v*9ZGmF+Vf1 zT_dXmSIC##-FVB}jrF{7!6Q68SWlnibh{7s!RPJ;_lnmT=kY(Kk=+i*g&#(KVOP?J zyt?-Hd`mULMwrL0i*MpovmfQCcQ6IN;ksBCC-88713%|#_%ToOYGVT&!{c}Y`+Z~W znwY6F)IhJ4+t6F3R;%RLe%xOFEM9`@B1gp1UhE0oAOS1juVSWJ4t?mXXeF290k|Qy zQ(hjR;vvxxZ%BZ$*j`1W1kdDxILyxyidqcu>a_7c$Kj^9E}j8EEslHP`6^-(G^PAd z0H$(Zn#UdSxwD#HgW5)uwQ**n%LVwdQN!1%A#AiO8ZR1Ft&LM{XEaSmY>k6W6x7B7 z;PX1>hxU{Y@oJ`T6UEpY;R$?nvh>flPR5S)j%g@&P` zhNvzw#0Zfl#)u>0XHypybwwf3ROAt+#i7_cqI6O&55b0k{!yp+9sQ0z%@y<(KI&G9iO_r8gkaC` z-B1g6x5^g|+izf&+M-6Vvh%o(eJSE$bYrIhjaId&I`vSm()aeI!2H+-Dvt`0Z3mS{ ziRS1{S}Gb)T`@~E6oiXuqIvUVc#07?1oluX+#^Qed9e#Fi{?6v^Hn4)Hmj_sRRb0n zy?&S)I1g|MT(KL`Vps|Vy)*bG_k(`WAG*W)pxt!LZ(pIC)EJt;664%Q;ZEuz4~eDl zF(&XQ_@jx%b#OuKfId8nu83^N5tqaj(O>>_?61x70S{xWEw{~t7Wo%Kvstm@Hz~|(oh<1 zm|UpnPca@Gu8lP@&D`UVeAnz+9dJ68hjQ=={A$#APwb5!;2hl}FkXHkcZw()Z{~h3 zr^y*miaMe3vEnm$7lyg5vMPBDBBH`s_ua|VCh_=or* z{%M`^%!6aBD9okmvMxNK`7#YQVm~oT9K<8IK>URpMHeU`Zc=TSjPVTWZOWmm`>rPzkX3YkGh%gLe(jP=sZI>V(Edavr33eekG(H%j>B=7N5`Ru7%EP|3JRArwSvM{*j{ehhj2`+(U0H<-xb=a9>M?SvEg6q zA^a*1(t5E^Jc6C#f&UnMB@RMcaR7d%Bk)kYf>-eJJ(-X}8T8!v;cIwF&%^}J4Y&>m z={l?vhv+cffJ3G%5$B+VT50ZIQiW&vFUJgrVXAqyLvYa0#@u6?dFrWj7+Srz4?!of zfKI?;`vjbTKH?-SqE&Pb{)eIJ3iQ_DyWKQ*y$1W~7@eaF^Z@R|SvpR)Ak6=?-95)> zAB|I2VJ|HcyJ@%@q&Cq@s~>-5eT3yO)9TC1Vp-fM*Q$*;5Eyl2{UMqSRsC2tHks9D zg;^0cm9=Lb*d^AJmBpKE3jD(6u};Rv>p*!n(fEBuR)vjZRaq18!w5El`C%Np2o|!!N0h$PO!DEL&(+)+jcdeG8Z1EPTVRvkj0F5_meF&*ro5FrC*lznsSF!Xowp zmNJX)<*Qkk9<+w7HEdwN8nWU#w&wl$70i$O@mDjChh{cj_>32$@VM!$t9j0^43&64 ztY*er%$BhRpt)BZmh0I^yc29NZ) z%<8zSUn;<5s*h+ZAF@m4nZTw2XMz)2O#C^~P+Cx)z zoE>2u*|g|dRFi&*u56!{mF!D$b7XhwL3d<(e?_W9l??-OWcRPoX%RhTPq|u`riuQ? zx~@^V1#*GR)D38U!Y6c9PmxpPWj)!{pHPObN3&&Jsz;A?o}_x_n?BL|y?yNg^sOPo z`%-3j?>ZOotw^E(RG=beCu+~*p&&HJztu!%B5dX7yibjqyn;vKH2?{d=}L|Z(_f9J09sFl1Ce(kwndGtoUnWte3 z{2W{2T>oa?&_9L$#FMqFcgP{U0uJKkaJz*(&XVZz6f1^1=weG*H`ItfvU7Xe@xrJ) zKF?ygH&6;o;Zm7tmB%o}J^jsZ%VA%himCV|pCL^SbC&x{hrZ^&U*S_*G$ zb+Lyz6=feQ36pS`)mnzzio6_8!eq>W9b^@r1K-Le{8RiC8{%vE8FtZW*vycI0hNZi z-7m1Up@3?K?Qj?0&)Z=eV;$ga@C(Ckqb~b+TWpKr6xA9i*+vbJ>ZgV{5X^vm{8)72^DpV^x%XkxgS=PjA_yezo)eSZ9 zm>k2y%3aQ=b|0g8;rEb=rQY);FN#y-QL7NP;$Ij$OcBF$^Oi~)%Hk$j7N1yUus1J* z<^LDkrHhc?#C!;re4)aUQ=X>tF%@T;2fd|3B&(7V;&$ zAui%?q*wV>_}y*h&9R@}#*@`f^YppZkGh)NV%Fp>xXy}GC0Ri{q5h&Jw1jWPbbV3g z;$e1RhMXm$*-O0Y*&sHEb)sIRqBvhj`*aZ}m2HReP#-G5&w^l*oaoe)4#mjqJ|X=M zH?pPlJHd$gm^9Kwq#3;xPpo`8QSSDoPzqI*IZVk;Io?~9eNoyc{n953g;IkRd|vWW z?O?3*QvF~aoySB|C7nDvNI|OZ1ZhC1jE0E>_@DY$BH7GF)!jH17&r zi7U`+ZLxh;OR*9iYXxq!n~89rCSp0Z_AbZIL{q~$yQ$a^ObZNFgUxsYF=Qv%K@lZR zIsKsz9JZRl965(dz$|{oe8>&D7$x}Lx+o#YBy&vBZ}Ds230_6b&>5aq7^kJ~XH;R6 z?8FP;Jmc#Lo<8qY;ot##7ao*bz_ij`$^(c3kI6T%P5xk2`yRm2*EnA1R_jC5qRI_C$N) zJPDrEsI%FJI`8-t$1mRLcYGiYOZ-_q*WH{K{GslT{qTzWjQ22ac2M9gAAsvsoS29c zuxRdX)Q#%d>6A_ry>013d%tW;ZD_Q&9knw@2jvO*B|VO|?19lOXp3xa$^yGB?UQY& z?R)mh)~0_OYE3!qFQ|p#a9}JYs5mv(9!(#*V`wbx5B!IUxl8OH=s)yWb`5k3^rybm zo9a3Rd_u4BOte;uY5w2vH!NXo#R1kb@n0-%U5;6(+nXKy0>8kw>bdSso{kOGH`vYa zx92-uHfEM1#fvQ46VEzX#eZ|*;BED>Sb+PYd)rg6pcw5-vnS)P_G;r%jl^PHj5F-{SUA)w z)ZV`p!weGbBbG+I^N+Mvi8Z2R;2(^Pyo^cFGdwr&h`5ChozJL_*|i_)>>re){<3ex zKv{vpdwc~dPfPV)=ZMop&JGbhz`wWMx^C!q#^#qRR8;FqJ| zd-lDFWTJ2$JM8U|{hAz*GG9)MyYoSH?>}b84s$ZXNt!Mz7x-BoiYV-zDx-`25;rHV zWR2=cS3WrN!92Mp>q)0^L~ofEam8s6u`9M!`Qy%Ur+%)kvYVkzL?OE8D?|sK_Oh?@ znf}I!F)GUl>5b{w_sKO67wa{-&E`}+L2=Yjvf4~z2&T4qNue6 zbFwJ*C)>jwF$=!t4}@R*jE@L-XR!%qT3n7%v-wZ3)?Edwz$fa8ktW021EXjsgxfK+ z3wFU3D#gPjU_3UEaTw-1JAldjwh*4ksH)Zu+=bDeUHF%`bHrrPEGn#TUs^N7cgeY- z3P!_ud5~maVd{ZkO|U9*-SPapejx-8Ke;P^OcnGlt8Jn zw9H23WfFPSNE$_1R5)hJ49ur0>P=uGrKmNunsP_AG3^@a7Hk)6qL$KU>T6Xlv8eA5 z9Wk--4%$h(Oc}23+xPAHG~YzT|IIcgwt8?eEvCk5IfZEzbfcD=e6CyYqWhs|L9nOV zOk=ZjpgG=eXjnuA|9Hpb`9tq;A^lS6%~)=R@m;|vu9d2f@AGNF{gDt zyRUlhNA9}Lb6F65u+lDd?xr7J`)=8O3oZzH{wFW}R8Wt~f( zOKNG&)6{YyFPX4G&e8kdKzTPvj0BY0&T=dFYX z}<^+`|}-SPtS8afVNa`Kk}U zW%T*7xFlNho^V%~*GW=;rv{rmcQ8mj7@k=@poS`9pA^SLbCVT+4d0lYz8i!|hn~De1qvhtfwbjl_qZP0g5=94^<^4+*5$WtTl*JNIfZa}_tMhTzI=hoh#-I3gxs<2r#<+^F;aY9!EfkiPC#8T3NSoDGmUei{fXo!c;C=n8& z5zV)Jki)DgA4M7eRUm=G3wX)yLsMERj~dVZUSG%Dp1~p1@1mCe`^gUaPrQsKL0~WJpu#QipnkHjj4yk+}T=U$==VYS> z+ax;)7=VCL8Xxq+Q@S*iF?^xQ!(eobzQh;`VH8v}>Qxf=s#N@xzTw48Zy)%fAZ5oq zRGjCgPi1c_2tjjhk*>v4sVwEjJQ#vAauQ!HlA#|pf1lSEg3eeHN*Pk&bEmAV07EdV zsA)VdO;&r^ zs;iY|hfelBg}Y{@-8cPu>x#0H{)H#WZB`m@!=HEtf|dcfK#hWE`T;7)ytEiz@mf}W zS^{r*{qVm%umI-4Eq;err8zJM=9;6ADg5tunC*PBd1F(cxvb||0(I$zUI5c%ZF9XL z)uVB89#p65RFnQAs~Z1m&hAlnXz2Z2RT4Etc`*xMn- zMK-ht`TmY=WH-sZ!*BU#>k<^=t4T+tc)DgP@bLqE_D_1lDs zv4wo;iG}Ty_i$r-E~lk7yv(oQvpt=yZ8|wofN4>r+C@~S_ck@_|zjJOzG%xo@b%`_8I$vUCo~^uG)J; z-TgW#-S33XCXcpH`wnKUBj(%7>}H|H;;T@!{||d;sFgTq7xM47@5KFSXY*(Em&n#T z^tnj!*9aZ(o`~z>?d9#`9l)g?%A&VY&pK!Nek8Cb@)A}4xeF7xB7uw3Xihmj3+wJX^Q~lj_p=qI2@dHEM-BK#ma4&vcsA%3IYI>-nnMXTwc6=x) zd9*$ioi}gGT$ggqa(C%PZu6MF5kE#8(mfJJ#GKNn^j&_J?{rU__HX@&Uoqto-(~## zAH6T)UcT26@AxZM+S~?V`COl4C&o(gFENoG+qFZ!!6}_%_vVil1?+0RLU!*0rNrLc zS0kHby&KujE+03@?pySA!MAL z!3j5nH=%#ZtEh*DW%28yR3LxA6aBo>+NkeDS+oD;^6aG5;t%n)?+Weqt_>aYJ(pc| zrHIc}ThqW#0G3CDvJVMZY{^VevO@(?``)=xJZn=hPL&cuvR05Rc@E(l$|hLub!lv=D4okr>^zhd}P@8@kX&9$A5_>I4)yHYF{CvZmWpW+wKBC4|6e&8y3Mk6b1&Ev-K*JFQF?GSwN$f%1J$XhA)Zq-($m3rj*e$}quzMl zcwYP7c;1nW;U+3fOvugqIWH1E&|AHqX346{1jq8(h3E2l{85(CSzcSw-bnrkKcg*B zn4M*7Oiqz5{(;>zO!N|e!vW6+ZnST)l?QLxC9oS$H!Gw`h2yOA2)lO;(T6T zulBUYPNCM=*Zx`7pvqL0=EDC000960B$x+$6vY?EZ{C}>vwM5DxspprBZQCuQbR|; z&;&umLJ>g(>4X5%iy$R{G=ZRi{6Q3{0qIqcqS7JMU~hWp3wFWJ#LkTqNJJdgcy1PYTFpoXF0S zj$#s9hwJb+l24|xb7VT3#6A#f>@jQx>KZ5`9OUrR$6g zIAMG!2EvWdBugpo0hT4kfK-g#jd;Q@_`9gisz1p^a8N_?Sg5uUYIEyO}~PSq3x?CZ`K7%!HqXU;VLEcn$L z1CM===@6)5JqffG?Zg(lNwKx<%D{)?nzT zXY_?r-hK1{ZEtshY@@uWC^GF#YFd%>HLu%>j!@L1HWiR6TdAR{10TX?^SQhmtqRqk zhDMmLz*v4xm4ysi3nqEWLj|Y|Jv`4;1?WgCz%;&3ra_+ULz}u=xrfoA^i>!_H+dR@ z-}s!~h;0R{O>Y0~IUsV4CuF}UU>7jcQ;4gLY_kA&i*v?J_6T#$v&K_Wgx{LCNj}EY zB#T3RRe{%$u{1a>j0 zgXdd0!DYc!Y$Y4#@dUi~INTbVqRM$5MI?DznMt0mqDRystS3g>g{na1s|6S*reh0x zKAI7=!~!(LHz7;-?a}yxkH*pH5~I~?k=<|JtQkQ^JJQ~qfxi4#qwg*4eN%L=Cn$Fji%G_@_^Nl zHm1xK!VRvGbS0@v>#@D$2e|1v2Y1PRNeGY?EQ$2Q2GF1Opg;3Oql7UGD~W~J8>*73 zq%x^McG5A}7mJfeq7#mwaU_8xk}lW~N{}$gq#wR*EJm9bu%Y@h>Y$H=Nrnl00=w6LI(s+f6>o8? zc}!VvP^O2{LuI|y{P9*MQh8r; z0WLxd+K239i{&Te3S5CE;zKo(45lMVm`^qTKoIAWwPZKn#8(kFTSK;ySJ*akjSs+b zx*d(bknMVGJK3fCb=Yp=5+i5@`aL@aN1+?3PaDzSp)a|nKl==vfqL{jd@cKuFcuX_fW--}at3eRJK zW}Da|&fzSR7JJKAh#h>xd=pA6_g##BVN>&cvD#ja4Fgkgx3fomk4;2#O%ri4&`5lX zZ;BjzlJJ%K#{zF6|ocFXU#B52gg{gj1>N6gd3BMp~X$C;1T#rU`QZ<$reM3 zfq>+eVH${%--}Dz>u8>Y#d<~_Opu*CwK0RAx2oYuD|~N-R&CsATryC# zMyXQNUGD+@A`-Av++Q-_K|JRF3#`CnR>THIUV(Ko{6>D)Z)2EQ2t&*{ax?2;b}@fo zZ<+n%QJBw;>NmTPGR-{X-S6#c=D~ODp!W!T>6^>uvGDw!a=xCu z6y9{Ngy-TdwhVrRB)J(j!zSp*wnATbb2dty5p`G{_SC-+&Wb|On0>Eys%Y7ZCCL;y zkX4mq*kbQ;R?0pNzrj%X+lFq{4H&xAspw8AY`22C;4nTlb++RLle!H`n#fS1{4@z$g((^+~JQ(4(3%N6s8ys z#`7SKj!5NxtZlqyRN*a*XiVeL_@-_v^C*nO1jFVG{e~M&R2bkKnU3o*5fl+0n9oh% zQlGD6L>h61!quTyc~_%l)EcWSPAJ{jUq)3`J+YhrW9*8hie>nv(;dHYcgJie3umec zXp4!Mqh{hJl_+N5RlW14;;_6F$GS~|V5DzD48s&Tkgv|HYD87KlkW~0Dj{8Y9n1U^4XNgLw)|G2S7I;jU=J9^>1(_ZZ(JYoI;(#c5B%d_bb;PWX@vW zUguZMrF15lMdp#id@UL4t$=g1?wqTSYhX>BPkNYH{C}i6eof{XbICX4dvce4PgZDF z5|gb`?Nqos-Jy}my$6ME%6X?VGuuXv;`Zz1$b#ErSpfXt|>&phQ-x4+iGFhQI88MW) zjNx=REt3>!EOt+(lj--`myHPb*1Er>??tRlm|z^G3yfnrhb}O_bSJyoSzgraoO7nm=0#qMedUgCYUel5^Z^6k(F9D$8PfAD_T57X2^ z9#*sm`Cr~HIMLQQfh(|1j^WBUvTY1s4QMV=AWLmsUy4 zG@A0)`B@%{gPr(gHETGD@cyIF1Zk+ z!69u}61+kEI>LOyK4HBms6+fXYwAfOCulD1uIqrmXkD@chl!^A1bzd}SsNW!?(n^^ z4-(ByEFXH23{qNLgiO+fRH0q8KMh^A8p_mK=`K8gE@Ur^Wu3?`I*)eLs^?AGlxC1q zdi;R4B7OsknX6zTG>6w9mc)`6vL0V0BOwpNI%qmHBLC9Skc%_nE9lI3;2V6rj;Yh( zcOB=Nu?}P``T!o?JK3rut*>wnOvvn67~LlQ0K}U;ILTA+6Yc(wglf z`^Yp5iqA1T_AB|BOvMAFJ^P3qB3;>hJW6iJUti9-BqQyK@@L)-SCLg@1AiZLNHcYl zS7Sesbhd}=CRAsTEF6#HUb07DHAC;xSvVcLu*2jyIYZ8oFWFi=OpcJFq_Q}omg2i& z6`ml!SSQI6JV{QGW!i^HH9Cnc*xR^42DgTE>(?aZ{CoOki^vnw!7-NhPzsjS^S{tE1UB-d4}w-A|RS3 z*;Oq8NveVspcQ!%?WMX{H7w2_;7z=Wm+>UqC5lMc?r64%JERZ`@h(|y+#{1c2gQAI zT-?Sdq&T-=j7+D+AziOe^pu1!{rOIn49wG(cAz_D1-NE??pX{4p4sYE_Z;<+S%5MB2!z#D-pYN3v6-{RjY2XnBEpynDo+^(_1{V+L5%{Jn{ zbK!mtuEKXp^ol%C?74V>wPI?8YU;YGoRuIeX!FuLWP)oknd!O=he13Qr z+rc3hQpJzF+y~c4CE8XEww?y&Sf#MQGYi|4nvEzv2#wcOb_x3rr<+|V;;u@M_!`#+ z7U2~&(QY8hq%;!^Y_}No^3A^$Gfzc`83|3q_c+Ji?ry01U^(X^e@hkWsMQXaI6dfb z*`2PCo4qrPsLyMAYn(p zC(>+g55r;DM|E|c^1*5(_H+JpH&?x0#<^DhV{j@I8}X*|lw4zL_!k7JgwrBZ4aGhD ztg+PRb2q?oTA2=uD)+KlnPqh1hdqr9(|QIM1~2uT9@pHnJn3y$qv9>ca}U4 z?*$%tlCTkP#2fNNOvKk>Qgt*QW4waRl0W8MG=ImOH!d3cjaFEb?b3UxvEEbT@L#^0 zg!fXmHJSC*PiBaiBj$=+yhg6;D24pCxFa6nRq>cCG53gjgxWofYQDYhiQd=bE;#1i z3fmyo*Do%?d|y6xpN4nLQSvNQwAZlHu!;3CH?qy_m^s`$fuETB@n`HW;?0h+O`X4u zNqn_Y0|)Rgg8A0a;N}>&uPm0;Ppc2Fj{SHIOu%~lP4_bXE-vHC_`k+--p1Vq+hBYA zg{P`yHPGD-v;1+YJ#OcbYJhty52$W)|6X9HRUtU9h@9lAPU4<&rQ66XT&YsW~TVI zW0+6GHr%FH&o=!#N}HQ8Lkx^~&3<2J+ylHV8tNU4R{ME*6|FY%h;0`KE-6laP4)TnS9>*-s<%W6h>m7`3h zRFpr?lj1M!@v=Vt1hyn9ku_AOqS~lE{{MNpt9hQvtP*>c@`f7dNnvlPOK~MxMpR|L z&7xKHxb}9_xN@v4lksI(CsmErVAGQ>`v<6%eih$VmDOj;uunau*}JN@r>kd>KTS1f zd*C>kgPlmOybgWnKQKZB_!o3MiQ|iDw$^2v>6;i$-o;p*100LsG{KSMjAG-!Uu`u2X5oJuuE14zHF~$a31?W2eGg8`we~TYD|hMQJkc^xVuBUHU$LTj6Hhtg z(|`}7G|^ZR$HxyhQn3|(1>fgwcp03)eJV=r=838uPT^@sk!*)!t5JYz420MesGzo5>#UM$63i4!RVDh7(iu)_%>dDEBVs$b!ncv%bo^aQ z=E?5pVI6S2t~BHL1Y&8wLQEna%pyl=Zzu;nTy9s6>!fQJWRVlDq0GW2u)}p7dedFF z%Qc$pa=i}AS&)>4GLWw8_D7-zZe@)jnKXg&q=2Pp6*QYBlU`Ut_nPYQWb%Y}wCc%N zxly$AEEK)W1>%A4uu%(>yftw+e-;0tR8%(3QJ;T1N}SnX-R=Xq-J7_81O$EEUwGJeb}R+ZN? zl6WFd;-z>8PrrabzhQBU7s5px|ER_^1aQ@M^2f z9SFb+?^r&Rr@#&MKb|WOI>YFzP#Xr*d$KP4$cMTA)ooq)ieBPh)0XfSY>L=Se>82e zgZ@mT?E0cN^nh>mcUj?xi2WN3dJZ_?GVT zd`3sPx9fNJNM@T2jpcMP_1Z`237P@T%rmf(<*>E7`Z)(_RwR!yR_c280OtzW&pWckuV7le{~4_xT;cSjKRGvK3wK)ZGk4ec5%j*(+uhCm!kHY*a-)$! z^JNCjpiT6r7RWyI!|3jGxpPMLqT`}7XzAcZ`JTI#yHfleouLQQn=(DQKCMp=SYu_g zz+vli*?@-0^0~|pBXV$KR1Wrydmq>GReS~i+nDBUimzj9Z#df4#UFzceCgN_Kj){6 zH*ig`o0;T%USota%K69pwmCOAJDBIqDdsg7d1td(!C7_Iv38ZWvEPDY%mIl@&B}1o zwS=rB*Ih%1O-|x;*K}7Kq&Sl1xGdP{Iu6rmBiRkFiRa`wc|jh+eewt1gp>4vYZG2` zU3ayx_OKD=Zg!JAAlJ0Yzk@}rvK383PA0Szy~PArV@-o;dMAGY>%}^e%6<|*iW}B! zm<=6O7j;z3gGy{J6!sS~XHGEYIO~SZ3Ay(27iNoBU{o!9~wO3x`)VBuo@isG@>`#`10Sl zc$u#<*&KI2)}N{1Avgp%<}Ju$E6sIuE`yH!|J2ma!g;Q9RYBt#NikNeeoo8NRV|3sMwcojw0fOpQEnVp@xd+*+sP7+!O zAxLi_Kq#S?&_k6HT0nYJ0V$C#gb+GXLgxdd_uh+ubVWcAK?DWlLli0gv+()+d7n8` zcJ59;bIv9PQm_;6#A6{A`tkZ$7z)Gh@~T+N*YLaImZ%5=uo9$Om0%;U3~gMwSO*-k zu^u>##XfX{^(?e6{ej=+{b*nMkqWm|x<9Qd2L-Nh=Iuo@=_US|98F*IrFf6uzi2m7GkmB*b_1prrf z?2ccHL9RUgJbfrH@P;zN+lOA|9jqK)m)2HH^8o`tJoV-%(qAxXLIyAp31T~n-7aUU&0GLUKA6%AkW$d``}~tMy|Cl zLLaL-lqLO0Che?sl6QuT9(1l3FKC*PfY`=u1y-R3iPCYo22Ct#6ER&9l~A zZH_XE(PEVOx0z#%V&O?eg5(WLAu`t&OXf5(9IgOnHhtn#| zWT)Xhxy+%X=ql#23~@%4EDRgLMz90$p8YUFy=k15qUDeq+HviB7$P=9Pd37uXZ2uP z;V)k&)}HN<>%pNd>ujxuttyuwc7j83F_aBudte;P?`kLB_n@7a#`^kCLb^Dqa(QgB z=<50w95%48RIZBqJNOPZv-f4+{f{YPJL~4U2JznGY>l`J@9F2h3&&X_?~mXx(X~Ii zxf#!sj5r>k0UFN>y~9TxLJdI$EnvoS53OyF=T|~b8COD@*iGz-ye4(X@jLRA(ZqJ* zf`LQq4%GK%x+l2~vYx7?-Qpo!X5X?KuD>9|J<_#N+=t8JPx!BR!rsD5_KN-E)+psv z{RM+@p1

  • o@T?{K*(a>MLdBuK~ONb(Y1z&}tG7O)1emyO4CC`npEd9s9-Cheh)j3OnV7<>b7e**z0&J>adPGI57s^8cqqwb-Xp*Vl&yAwpQgERBn^)JZVjL+Uay7cggL%9o@m( z)Booid$84kF0|+IhP0t-uLVuBT2P0Td^vBZ(yRFnyCdDpJ5onp=Skkr0_XVGJcDM? z^701nOY6u~#YalZ^roTStGqY8%pKXAUgKX{7x-CTLS_WM<~?Y4y3i^o(R-2ip?zps z`E}???r@5CqupqN%%CULdr$KZWH(w$I;qmKJN4M>Wjfmzu|aNcfKpzs^oroLY|ZZgSo+OYVKC*E(noppK?&XSJs3bUklG|1>IFjc6l!&hN-ZYM$;J?^9p! z8)kL;W1d7mW2aGp$4X)Q%69m&hkcKn=~Oe@opG~4LHM}+S% z-*}dpakMavq@|4r8bQNp8>28SN}KX{6%we=brcRmqtJg>yESd~Kb%$WVzpJet&Lh) zM{eWW`98jvuTpE+T=A84owp8jqF?c6{+8+&?JXf+7%5g7ePOhquZ>mQsrA&qlIQUh z>xI7sZAnK&EaW}x#XOBZHg5Qvs$H;e0W98bX|Lm;3Fi#y{3hoD--8wO|x>#0Rpn zmCscPDnVsPv%*~cah+;sfhSeng*W+1Yz}!?-k68`thLrO%*Gjbhc|$4d0m(o$X5Bf zP#2b3XLxlOjVW+~H*@{$xx#<<)P{*z3;aeZq(TSR6<$Z(q$zNar@$Lg(lq3A{R#V< z{6agrYUy|6MG`a?C|!_^^T;XjGqk}W;t1@4>3TV`9yUNaX+x&*n&b>kC5vGxZK{7R zMuNrakQ=a6YoJ}zzNh7(G4#{!X-~C5WUqFcj3s-to?10Nm|dsKU4M`}#w+rg{7DP) zEB=+%qrd??fL)+~o@I0bqCe!vteaTO?62<5Jfou7PVb?odHch4TxWEHqN==^IoLZI zs2mGpV2U2XCPOSskvUM1&4e5%%nGa6N##Ix;F4aG-P3EZIWQY`1(w6*Koyw{nW4Yx z#jFhgVe?^-Y`_}$=D-{%#^PD7is!;WPkp&dp9#6(l+1+sGQ%@e)?_tVs?~}){0C5^ zMO0)9VIeG5EP<+QurHZ?3132OwhC6l98VlOrXSY3cnY!{^^X2BPdzKa=0Zso=E6q( z3kYXnY$`BMZS$#pk8Z;*WEb?JL0OHOG|0pF3nqNTeC7TVvO}N2Gq^3XBA&sLz;Emg z^O!)Xp;65-B)H}qD@Kb)(I=s~=<2WPckbeSGLyhYuMHs|8=t}_?`Wm> zfeQM0>;XNXq8@H8^7nV|z(b18&>0T7mSVDz28)$!3=N<@%*Jo|_k5*qqpJ$5vIfze+{s${`|?7lNKV1!EybalkADm3V@1K^RsS;m}4TV!8-{I>HM}eMRu5 zIf|#^4l@Z0KrLJ(Q?M~UmF3}*sHd#H+As}o^G2%W25?o`cutG0Al*;__Ty_~j6O_1 z@4n%_W?XcA2;+>dkf3*kqxd0g!LM+YFAW+P%kc$Yjw|s|;2f4y=l23;LUp}{-W|?k z75xfU*L%Ym%z)9xF7)bcV73}_GiU}YP}5t(8eE01`D=CZUh?M9T-|pq@p{0>rt9eDJps49WVUn1J2n0MiR~r3snBc^(C=_&70Dc+_u0_#5(u{HEuU zndFM@XxWk^p7&z?;D{CjEwqy4oOVVlP6op&ZLRiSctHxgmaw~Iq_I{HGwYi#$P03l z-Jws&Q&O0gCm)ap{3v_E6UaohI|JB>G<1z3#pU5J4ZIlO90bPk2=qY+RKk34+u)48L(1}^1vn7-ry-T)MCvkzS%U*k2_F6a* zQ-dvm(ek!FUe;n~JayP_`V+kYTM3O=5}T(^%0e{Ro2=|_?10VcHJ}h9ZrkgVxHK~Zoy61#eRST>^98PKd@I= z8?8#>Pub8o!B<%wUFUgCa5%-2>;)6dF)&tvY^>5BQEUdBH)`lH@+_92^GGBep^qU$@fnOI{fu@r z0sDuV+9cGq(#BF8iX)6@qok2!EW`@NSt}c3jm_4}kS>uG3>kXCT7U~MFS2^<#KG?aX&f}SHDYV;9KZE+?nKh_X6#HV&S5rGld*o?p!EH7%9l}taDHbXE` zoQ!R2M&qWiA~?>xNGC*`qO0`Q(V4EEu6g$=p+r{v+$L^fV|M>kk3R*HkqC!hhQPw%!=w;*)Fxt zz42o*Urr{Al+FmJUyv-)4!?uGSPbD=-b#jnaB~{2?8b|6tCuNsMk#Mq~-y_d8 zFI2=PECAD4ESb#`A(E7ZgY0vft>_Gcc^*8YdC-&;)=IGaA${?RIOg4^Rx`ixSHTCO z4qi5`64S&qQ5WlCmdFy-ajcTZ%~7HnRzpXQ68p?e`JA|dx1x7^urXc^Z;T7YujV4r z1b;JsGn?QKW>N1w^IUi%oG%>8dK;iG`X{rpw+SYDrv#I|@9Q?fCU`x(2`&=9nbU(! zF;6tb--BInsy73(RY*tPjy4+UkT3o$;{9@@9D#lgMDR4f*0_<^@R&J^F9*`gMHZGK}8 z2{yxes->6V%yL`(ygNi&bl55!Hi_0)&HGTzZ=U$wd}^kl6Vfon`_xSFjt-6qHp020 zp$fx;x6E8|$Gl@Uz+2{z=1=B*(^-Z4WY2y6rt8m5wHe()y`C*Ohk<3%=1y<%y%KHqZ<2Ou}?U2kQA|BjP^Qmk2n(S<@H6R zqpd} zNAY9)Jj_%*y2oC?Abbfq`bvE=nL_f@Y_blMcr@Lw=im@BU;BujQMX$L$p_oCyJUgV zLIn)N$U^EHWYvg&DxQnS;(-{9gYg$J1c%^5@vEY%)lG5Rd)<31Vgz#I3yd&wti(bd zW1H2&m+tEl8Ec#iN%ln>UnyN(P-(pUMggOZF)V+!k!_sBSbw%LJpV~NrI=})#xpqE zDCAFf=Nf0Qv-=GG5;ED-A#|eWq`ty6)N_MQb{*9ZxSr5+u8XeUDK!OhGbcJ%pQ~rM zN`*9W&C*MHLOgqX2j~IiTO=#J6~Lk*Q4z!h6+*CYpp{+U_G4?Yt?<`&87z$*>`)BF zFwC$s?MUoorin(v(TW32nr~O2Fs6xkEQa4Jt=Umzo44$>=0kh9*lJe6?dC9%j8zng z!Ggg`SP75WGtE9?xmf`l*@Z+QQO7Q0`mng^!AXT|w9#vCG#}Z+#2_(P{c^aNn@>l> z7AB$)5dkR}I@F8upa)|_tRhOpnNh-n(PB*?KgME;=w=qeLfAl@4HUs8b~Ev*SrnJq zBg`)`j?5y1V7{`Dm&1AaEAK)c@eHErmm!n%CViAQJpof;I@X4z>@=?paikdOK(@mw z*a98NhorNji=qdKbF2E~Te!_ekWBq!GJ*`!KU3buIBbcPTm+6lZ`vIGg9)TKxr5u_ z6ZRYLNqUjKgsL_YJ=x?C?lh{3HDo*QKsOPeeuUWiagsrE>3wpatYN$85_X5&A&2N~ zvX8d5&eCV(8M&#yAwsxJRJM`HUBVO`O-VuL6ikuNZOOOfA2P#rgETdoiRPj$-ALAx zCUlju*_P{7$-}4wksK_8^VKSpL%VbWHWNkgd038lNWVi5>Id|h`gPxMJ;`;5mUXS7 zHGDtDjHSJ3)yPa*RgMhwrtiN)WYWJw2hr%T!L*~S7&cVZXdiICG+YUcrlTpw9oR5?RE z=lUdhiH7-8Jm=^AvDw4{i zI3KJ^tC0%Wn@rbdl7cjc#L?z_7Aa0^(gLD7T}m8k(Vwt}N@wvbo3C=<(oW-17e;F>S z{43)=`~ri>VA383kq3}Nw&N@^mz==4}_`1LtPcb&e zQ=IJ%lw+d`t?*P}ePw@{#2y3$vstVxARBs0$tV`dlH~F5)t-%>%50Mgm02=-8W=Ad zM~s)_<@A{E+(-P6ab%zwYr~k`K3GrIlRLua#2oRAm3?J#R-8HQB(g5DmMp*$^FNZm z%3*BaI|i}!;U4B;ivn$BTUGZ=V1wuPz&THC_MSRyx};v=-O9GI7wCp~G6g1+NhFm1 zpr69ZYUOX?T|95hCksh=nrAFjaYee2q|hbgywOnU*JqeQQ|TJAhBQ{E$_cBzt(aM$#Renne?4tb72D}_bLO#VVvleQR5j4Y0Gs^JNybOODS&*jk zZbq|!mo*Oz3;!g%ktfYFAP~)}$Tpr-nOwAmY#|fWh+D~GYUFWjVIW<$mP6$~fs2(I zvMTmfIfVTj>wFJy7xyU}U=OtG+6~!V&s5ut=-dlDJ$%nHUchbsWcw1YAv-St&P@6 zE1)H7=e35~Gi{C5Oq))6CpKq~JzZn{uCoBvXyE$j59fi&VGdC^nVt z(ChGHa2PVkiFY^4Ww-!6NFKWaRq>Isr?0Y6w59U)KcgkcJ}gB_lAfXhi4p@K)p+6g znXYhM@dr(xC}|fmO)O-FiE05iK6jV$jdU-ei|I`{!rdTzE}ciu$`bkq`mEqQT3Vk? zJIEG+<$4&q?41gq!+dkH?)YkBU<~|iyundAu+LTbRDHZondKR$p8ePO6#l}O#u#&q zK28B_%sc;Xl5Vi2=0wOOJ;c+-1|!S8A}%NHJboKh)_)dHE0#qG|Jl&vcpSt0 zosBs-8=L!v`Y!sm;8xs%uOdT@3ceYbgEMg!w(yOLJYmhjlU9qESHVBR#`!)pyP9i7 zW95zQfHGn@8^Y%2>!&BWcGJPS?d|048@`f0lNqr~FgEmbWFAiSP4$%sU8dq?=)@Nz zmtk#V87{*-T#7Y}e}f~JVsZC2jB#fgThU<~?#4Y>*1cEB%I^JGEdM9Q$3|w@$Ht$kq>;O?u|xUVgN&ni6ek&3##lr8 zkKh>Nh3}PTwQRvUvb}Pz91)DQ56RUDvpgB{pYU?5xBNDc=UL^+S7MAj?+FB}vn*MI z)nHR(T~?RH2D4>cFh~7*x%OYJ0r^7?@tZ6tyNCnaVqVsrZX?kwlTH#bthL-r%Cd57 zBu!$ben=c8Y3u|!PO@35cF^P2p5af%IISwVK$mOX=yq)#O@Z;`h~}n?$Zz5o?J)d6 zqxAw?kPuP=!blm2CJqJ39@>aBRwrZ;)FWB28Pe4`X-C=5*o%oCq;;0=U^C zb3B+VJn$Ke)Ln9#o&_z;w)!AwpyxNQVJ2j%9zS%RqfkacGMrp|c8IuoN5@XT%Os7@TjLo6P|-M)~MPcqG>16|gc!K{!N0d2Gh> zK@#SJks=ndMGW#%P2=A%J+o&ED#sCB$9+UY881b$@k>D-zjsfMc*52|4S zH3vg@QE>P~&HP>&2Mv`Dj)!exDbK)OSRPjKpG6WR!3I7YlazL@3`3Mhd`XmpUig0i z00960Y`RuB7$@(ArB2w(jbF`bciV7NDGom zBPCLzh;%mt0wcU@56}C3-yh%a`rT{ob$TyY0{u2y)sv(!3Xp`{9i=LNZE$stgXsC!$(W< zk&Uv`=isAzsIf{`8@V8T0h_r1O$YxDO4=)TP<2%v%0<8HX^^PmDVC=4a2Thn@J?K< z9^eD90Y3{)(m!!0XF%Y*(@NJ2^uey!1>1xQ=r%an`Gq^8XV&0a>?#w?0rxw13g(pU z@O8bDd+C|fo`2^Dq8n_*G?76qaTDLf)uN5aDQZQvh-?;7F#ENfkLiN9FM3gUH|?>Q zpzC`(X(#Qn*iGa09-62RN9~K+K|83fH%T}3_R%zbh}wErqdI5Xoq5hX-aFo%&>gq6 zt`z%6#8$OK4Z*hh9lb9i&Z&lB=Y-1V)W!miztRn2?!(Xe0-cZ#V0w6+_m|us{Xi|| zuedQjQ~v~0@LSGM4IIDCP$`(9)^l%X3+K?=thGiTe!n4@n&~^K5pD2>*A8bnov?

    yh0D!3QJ&_MVjrG zKwbLQdgNOE0`ik@1!yX?ai&75_3PIiP}6lDH5tCK-aZkUs+F)uZGmi9N4x>E#b|r( zQ|f>#WfN*j75KF1L3QLoI0#?UUr=4&7eDY6>JA&l3EU6W7m0eXLNtYy z;sq=h@4_;1iK@X_SSS`)EEJcaIGn=+I12>agCXLHXoTm)@8U6hD0T&Z#ud6$AVGeo z)AV;1pJQX|t!?ef9rND9_i$cJM{f!r3Mb-Fn+Z0lL>$7EaFu!s-@?jR#lrtQ@xMnu zsP(F{9VO!1c2vc-8&wgnbMP(eSx4-OjpdN_vZ@xB-M*@qs>Aj8T;P2!iY>S~uQElj zIXC?;il9F#iQ4PR$IVIeN%&R1@<*3pysqJWEzd)NU{~ibT?HS9XqG-mm*FyeFR#;W zdIAr^kw&7AXr(cVU5w#Gw?UvaRu(PAJkba8LOao3925scFYG3gp*1`a_aH-z5Du)S zI2x63t#?kaAehfc|p7160v};ia>%!L}6(`_@%=i5R#^HLgUi@a;Mq-J0 zO{~T*aIst?i<=|ijhN3AHVwkP@FIVLA4Cqu_L2Ya5cKiX8HU4<EJxxf3s-)Y zX`kWfOdE}{u0QhO$ z=wFED1wjodG8S5Jb{Hyi!Avd)h2RZXVY6~&r~+?85|oj>umbqlPTjB^l(p!IKTs0P zppuZBiO(<@KF2(=7Sx717PT#k%M_{jJ@^5Ssy^}qJOBI80-C`}eBWlZ*3j0X6CA@X z(ADB2i&@@oo&y8b7oo)<eg~H z?SYAl9t-yxRpU>iN!~ z&@!hR+M1@jp>N&sBfO+G1t05ubP4v-MfgVUr0?~0>MxU=-0&aTDW`KDsEy^F0&qeW zg_hV7%i6XW6tnGz*us>AlF$~Xlg+gBHC2Ga+{&I)6pBJ_sEXgKT#yU4QdJmh*D%Iu z0JE_kd}+6Cep9) ziCjcS;3K(!ddjTsYFK6QA^iw_XtCJ@-Dy4e*a*F76BL$F-UPXh*3c?C1*7CCI0X~s z7Wx}5LcCKQYgnXm5vPe|E=91IMF|vMC(Bvdv(I1ln0b+Qi|3R~;8JVB>$nS9ESd#}|;kc@S zzlW<@-c#EPIitB6rg;8+9kZX;#L4W>H?nX`PB&+rI! zkr#oFD?CPB;i;;jtuD{_L)xwj(;TNVt#cN@9%nJ6ghoNw)|Sx_paA)8kjB7#9i&wL z3_j=2S*d~ikIcXf9LRmO-w%a_977YJuo@5JVFF~OGAcV&P)m5CtyWukhF$47mTS$2 zGdv%B^jB|@-_NzE;wkFywb0M(JcH~tX7dC)hd)moO@gnukGEAmf^@h=zCDHO@|wI$ zm-Rz>0WU$|OL&DHk?HoVYxJ}Cke-2W&)})W4SAn#%ZKs>WYE7JvQ3C=*bhoZ!>{sr zfE6l?H{IMiDl2BiQZ`N-s07UR|3NGBsoTMnWET;9#C;%r;Q#ASX{%*1m_sF+Gp z#kmC6QfFgE=9?Qn5VKg!#QkC@{$ZbC0KJZ{V}xCi=eWVL;z{s}SO!J(LitP$BtK4z zKyw^Rb<8#{1rw;9`I$yyH8?@3R2eH_7n;nwWI-qhpV9}oHqd~3!++pD_OV%iI5Um4 zocps(jLL)|WBKW4Ln6 zy-DDt4nKyb@U>&T5pH$tT&%0{VQb^}-td$LZ4R!3Ou1TR3S`LlP z3+`mH$*xpHZia2pGLT!B)U)Xjd@V1)1^8V40yFJsHu+fU6i`9fM`L9g4yHo#Q>;aY zEGO6_s;QOS1X-MQi$%0>J_$@$GgUnrACZ=0Xk0KlH&s(rRog%oipxanK&({;WmQ=< zD=I7fCygVN1&&g zZPuDesula@tK%8USIB;CnWxI(oA|&@;a}XwTnNV~pP#-NKJRwp&EX_xF}HRcy(Z#U zPSlCIiaw9uKv^mUA$dkscVA#mwNG!b`t^j9!P~s7GC`K-&T5BS2#>fk)!*ud`rK2x zvvbtj!rAmzZjCv0SF07jcg}D*s~X$tzPLZsA5#MT@K2|oWrqXwL_HRV1m*@NVB>Hq z=9W`%3g)uyPPc%qlMU^Y*5rIR+4xU4-xNaszTdzCrkskz2rQv;bF#_HDv+5|!Eawk zwD0dVeA8N6^`3gudRRU?OEZoM`#S{woA6uqj+$~<4!>5txoNOB_u>jTfy+lM<#!Q6 zj(!h+_F7;I+`ydzz4QR=p~nUy_8&VU?sWLofV;wT=Mg^jHUZ63z;_AV>rn1!! zCB4dc+f=~bOg5dfQ#^K;v(E_z-;emsNyu{E=@(I#Dmc-W#YNMf;nmKQz!;~ds;^!~ z6`{P@2YN@MFNB|XFDOHI3B=oo&J7JM`(6`SpWcaXqvE4)L^lbpah{rVd0(FP9^(bM z&0NPV<_6xt`dO~y67MK}pF0q`k?;#X3N|r~O}y90?8ag8KHuSnfeYM;swW&)>DeZz znoc~Gi~Sp4%e{%$c`bu|BU3C#nQt0!0ql@vc(}OAMq3iX6s8HW1ytv77RpY)#3rfF z0#gG$oOjjxR$WeV9!2-!i>4sE5ohU9s2CH*F%@@;W1=cFgg&B=$gh*!+v>U6182+& zL_Y|792L4p=V-h07<}B7|B~Q%8^Q4$rEJbaU;id?s%gRn@m)UdHs$4}Xn42zLiuZ7 z5T9FhmNi%s3kTcqbX5;8244ifca$@YFWB$u;~Z{a+so>bD&;gl z-#6Ct2RPR0j9oJKLVO%&pXGjRQCpwkkMTJ6HwmGh<}0~9(sjZr-Z9iJs!pIqxJ_V~ z(^SpDZ`Ds$;jM5E>vZ_l+K=JO(M3&hmF#9XFX&|^rw}ZZa2=PiVjw9L&2Oj>X5%uZ zqIr!|Oq|taML1c-V+oGOTI#z%e$0<^%_38u8}TH}DktG`UD-{=R9vf5ajHcgxmI@! zZ_pSVt_tID)zq%`YEu-8T24ABoIOxm*V8q1T;N;hICsTF{iD+pdt%{0@j#itCGHq_ z;CSH?I9mIPZc!jk#>p%)yG+cyM&+1L@H-q3s-I=CcMXrqqw*^H_`z&7r@Y(pWaKma z$0Kr-q=4m^nnKFA2xX|Eb3EKsHC5%~T3GhjT>TbqtQxD4&hbE8L`Aw3s7Mv5f<-9u zwECD#{9m?xg+Emf>OtpJdrA#{NS_7sxd+sd;Q8P{8c2iaQLvvoz|Byf(kN1T1P!Ne zoaE?^suY!uE=y%;hBMh|tBTQ`a9hIKs!GmW{wgY@*K;rDN2`Bw=<+c;)K4m}+lJauS$AjX0;J(OnO`ka58O1>m;3UY z*de%1C3(kGJ5|%PciXrHxwYvZx)h8fC9INkEbBF=eL7tdNIR0~h5 z3#u_j>jI&T+!AASFQ+x0^A1ETh>Z?(!&k@__y~_=>xoTle(#GNbPxTQrvzeb7Eg<* zDZj#Tp`M(M-E=pry6)j^>j|^&Xb{nYGtoF(dx5K&J|n+&1nF4 z!ZMH#3X2#KE4GV|Z5tMa*j5j~SKAj7Ugd)Ofw!9-D0xG+{oND{-u+u}!2 zO;i+pPRt{`?MiJ_zq`X# z^N5^0R+f~t_N^Ca|!m-@AxPEBkGzc7$(bMBT9gBSeLrmnwJMUQbA~h$xcCtH>xnx3i}h7*Ft zu@x7$tmT<|&=mI;*;;%^w5BCg&1xFbt#F*P$eHKdR>hopxQHLBMwpjlun@;$ZjmhV ziT(Jw9ANYCHs=yAb~@o)M+6S?AwI|*v82wfJ^h=_ksHKJQCSpL1vpx?5Do2GUl12< zb*d}!i|%5C=w??P1&JKCM&%Knh_Ll5yQnQni3(z*7%zSj`Jk;xg#$wHX)iC>E`@h&(ItUi1||G+)+cVG4g@6qr27G04?^kur~WXJ57qHF#5*`m#9NM@25qRK{23<5`C_BY zrP|>^aZp4#U1*wprUN36E@5>-35vAk=Oc3vKaf4}fY^eMv5B_`p9b2vE#1xfL_|5S zgf~sLG6(Pg7W4{wcZ1#KOm`_R#fGw4j^}zAF2`@sALor-f~oF!w_nr}yr{DW7h0}7 z&0XONvjVFGzrnfgVtj?M?m}FMNpg`rZ+>8DAeS2{C)m6&5#wdNEbYz~yJ#qXPk+HV zybY&yI{zzf*>?~`WBo4?S3ypwf+w&B=7%rD4=`0EVjM)-y8KuS5|71bi!mY+ro%W9 zYqj8TyZVE~q1Xd*vm9;4np4=<9K$p@%H#_zj9VC&!~2iSW45@pg1^KJ#FWTEIMCuD z55Z^F2I`?W6f<~Bjt(~a-Qu?T7N2(dW^&ytk=f(~Zg}g$&QN*5^>?z$sfTz%zN??( zKpp~U^)!>D4D6zZ!4n(;Ltv=(Xbfamt92ta!?LoWHWo&Rh2lLtLGM68=Z)YpeAjso zK9W^TQyvb(K~iTfuRFmZ{0+N-kCV1fvdvPB=Qv2+^ z9mSref^GfZCG*GN@61)vpTHHoVvnxNt8yR=gh5u%KgOZZTMvg35b1czzbes2=qB2U z%8&zR@o;&ImvcTdLfz+c&aBXvu#X2jlOP+FR-1GobsZ1NYxo~%&BtXc?gN|M_hB8@ za2i5k8(}q}228|LbXYfnp0b`?hcV^^o>4!Ak~onEn<)J@Cv$guk2U!$ehfaYV1H=E zb+{Ji(EV&R>kpgdW~(~7$QJOkx`5;051ecDbRm_P?HNABy)jSl30}7z*3?Xq*}X~f zL~tjLk-P994wpmZ47ZNFt8eN`vXWeYU)h*xAiu$By0eUcR(1tm$8K^zUV(JWnjcCR zUsGYLej?DZYx*ueRn71{^tDP+7-uVyzfZc0n`wWSu{bZ}4g6BiheXSr?uKVTQ_FQ` z!dH5hRoJogC4Xk??_`+Hwz(ZIXJg)!tx0^9j;Wwk$!X@z z(qif*EsGavqL-K@syItIP8H$&e2|s~4#AMXmo$fdbq~W4=q~5eVK@wP$+tOl2s+6_ z&{=w#bwzpIX8k2FLoI_r-rwBW8>tq+%(&w`2g0Vkn$Iyb7REvZwUM{sjIDgP;Sc&- zrf2T|q{G_a4Labg3O|Nj-UWG!PB}N_J=z<*EdSI`;Ice#Kl4A|7)*!bRwe9~x9PO~ z#;+~cq~9Kq-#QDNC32cYs;ue!0jcs&m}ZZ@kQ*tD`p7c+Ftm`DO)Bk&X>`SmqktYu znyO4bYMZG9X@$dz;o(&!|NmZzbW_V=@YhqbhZCdx^29o>O9 zqQ{t=m=kkFX9>?U#{zlL-@X4Jv>YQN}Y(Er!7zK!oIs($8f_Wu9?0RR6qSOu6?#n+#6 z&eW|p_T45Hgk8F%r5BJ`kPsv!mXZ!>1PSQ{Wa(y!rMo+%L_k1Vx&)*o6c7=<*}u>C z{GOS6_r0-m=brh+y(YDVOtEa(MEuErfR{4PY|GLBky*5%e5wt+gX$Oq^MLU^Z~(@` zdmIMuSyvj$hO%4uEsS6z*%q9@Ca_}o11^IJEEY;)0h|P**eEudO@q;_02GEc|G^KHAE>f0=0+@Z^^I1W!Ol!pe|0(IjkYkNp4^N9Df|WaPtMqQ3WbbS#mCt z4?|02TA-@;x7FWw#n(-3rB==fnxjt9BGuRF>Ws~Lmd;YTs^nj)7OB%TH}(Y0R7+z| zQAVpF&Z&oP1$(o~Dx$>%To!a}ZALHxLw441F1|%3hMT{pDvFwd2_mCq^sn(1J`%U} zE4-ysgNMYq%(wA2-oeA-79J8O#BuQeNBLs>o#=ZgOYLZ!`i-J_W?n>Bce?}{yFW!g ziY~-=1r7xM4Zje-z@3wQmRpn;<2how>E-Sx{1aY|SLMfD3=Y$kBRaZk^e9#bCbDTP z9S+GmECaXMEPe}qq!;WW-XdE>iMQ+?zG0b_3tu})R9SyU^=OjVNn6Ma*5#FWS-#mFXBX%3`~=;FyiN_(!%n7?vZ7F`hPbB3(|D>Ye$}1CQ1Q|YsSa=! zFJf0{EI!am+@u4PAOkdwPvhU%=_~-*WFK(?N68J+XKnZXlKtc`x2cZAJUjyP@%%hd z*3*fy2(KyY|YA46YMu8es zgC@%%fe+T2z@~t(h24n!b~DOs=d_Q?gHf*nZRwaSZFiy~!M-%mV4XfD?%_RLs3+@s z&Ov(%b`YKZhb_1T%LcaKR^)m$eo)C`6GrKFVzc@Eik+bI=^a=;R8bEP?8kC?sAv%A zAUcRly1u9oTR~h`6~!<+yH`$Z^H=d2dl*=QoBZ=|KF-5(qO7>2E~vR!O4wdm(chkr z*Hn3thV{Y**lAc+46p~;5#Btk<8N;&itrwdba%-l-(K2Fk9>!H59}rMhy6IBb6CJx zN6pn5T0^^H)=kOmJYuWsOy^-8R5Slmh7AE`93-$f0egn59)5v zIa5u$rrnJugmSpva-1>pMI)X>=@^1g= zT7g`;XLQf#1l=?|fhXx2I>A(B9e16&Ko{v}gOk+BSrGP{FQ8`HF}{)Xy*@RhQPw?HnCb?Jpwhw4z8d~8jUlVwKb)}R@(Hr1x>_7|)St3~1A zOJprN5V~$9c$4K6S(7>hhRG4K677quKotVJtWT&6-51b<~rNhy<9) zyU|7wZf#P_O#&ogJamv(sgje3 zWvwUdvSFh_kY5!AlpXMAUKEN!2h0W;$PPC}Co`H+c$CKAa#bCYpuK#gYrtfDZCIm` z_yWFw)wo_Zf`%eh)`dG1E>f@x_zW|*aB9mc;EJE9GYo+t{9h~-K1g2WX^;k&`DK2R z&o){$OfGS zmec5I8CF#_b5q0>NE4IA68Z&(QAo6=#@-B=4o&4umD9wVYG9Y^BWNK;tOHI8J zn8+B>^sq22EobBE^+&4)Ku2igozoK0|2?t+5ixYvWW z!*=LTyJ5B74WHWi#7ezN?}DP@x%`H{F^snt_8J$kN3GBtP6M2kvK95ANz`6+5ev;sETi*q9#)#ZfhuT?V=G}Yn@_uFv#18Y z0>TL{8E4s;&2q6ytRCyf3gHe`iYh}oTaHbk8MKG>Oj8-2#wznE_>?U-UgQb9Vz1Z( zS}jk)U3Qnr?D<)NUu#4fRV`Us|o-+337%u2J5 zSXowq z%%;Ez_L`2f%={W#LaX_6_M9D-Z-D{9If^hEE`j4a_JXbCPgsoM&@1d0c1v7mpVE6V z*1W4Etc*ipKN|)=Fhz%$k59nMtP>@Pw&J$&6nEG`Sb&SMrHZ9k$PBpwSt}?3+u2@- zw<~)wfg*aD*H82kJ8>uW7K=UZY!Gc74Bsn$!#q|#%TICgBiV-@%c{Xg@~NB}cAJi< zm;N*Ec{f!T&e|}Dv1@g+V5{IxeI;UIaKCQGoAK@c>m$5od|SllJOfMhQvEsa>+SXS z@Y25FnKOru@`?$m);Mddb%-D2xkPKbpS{)J)V>wE!|(7lzS!t}QO`bl&;POB`bx)q z;xA~&iVO^n5h6KyqVEd-C1y{~ilSodP@5v&hPMxow!=k!yE#i@KSN{If|U}z>;U^< zov^C-g-8tb^)(jpYyg}y$EvYfrUFu+80*Ydup4YJgtKTCX3)zVOJFUaC@f&_Sfr?( z^#*?ypFjIvo?>NU<5`5M_akr#+tDE0&Whqb=2C*uyP^Ch+=P4Z7XPGw*;DzHzr~~C zHok;^*eiSs%D{(3<$E}ZkJuJ7zjtt}ddJ=X=P`JNU1gu})sRJ8GuO_>*?66;u=4Qg zB8lo+1z|j;7>-@xmGvKVC!6c;(eThUe_=Po!};ypU4>U^d&Ito9-?@rDw$r`FYUz% zivmjnMI%=PRs=FT--{;Mmf6!|E608!#^o#_N*Z*x*ZJ#5q{K%Bnu!*H!pxK%yUd&T zhFLYN0%7AL$9j>OwDm^6)_>{l-uvJvZ#bV6xuJ+#;9_ileouGf?ejm-y?Jlm((BE8 z8GPYg*Ozn`-i0p;mhw9AdBG!kcrc6ClJC{YykcxJPs=(axItG5&W^pG>wd1Dv8UYh zm=x^<6ZueGk-rQ)2z)yJYam)i_5_uvYr7N4Z(JjL_xVa)GXDQDI>$ll?uyRBt ze#|vqj@RLz@shzZ!7=6zIkTq5Y)_b|i++@*%Vk}z-?qJ};{L|LyQVHy=(~6qf5q6inofP^Jno3x5julQ#92Ip)t!F&ES|-maI)yAPX*?R zQ#e(8XYj^;WLMJb=mMa#mPU%TbP)#f^4P{Ji6yZEpDWw*1v;A!@?1K*48vSJ+_>sU zd>Pp9Zc5!N>E|i=T3(y5NDX{rl@4M=NHdwc_DF{J>Vp zn_?F$g3D+p%Ro`w!x-f=iRd630X<-raZ6ErtV#H(ID~!6{xV*)yP4r@hEqB-3(FhE zdkbw@Th_+Ra5L7J&0&S%GnSc6WUCCOKY>?ru z8FB?{O7CC=n-0^^gA|s+!c89u&)5&*Z}wbhNZ^?<4#&$_$OP?GFPy8#;21NmDsY1S z+dDxGFfW`D-Hl7HXxwObc9n-YQK}Nvu>|?8I5!}L1$5tcPfyCW6i0@=P)jibXL63l zHNlB$BxbS;_{ZW{42sbhZO?L>xqW<7t&vuo$pOjut25YYgWGr$Y-TOu(@hSoi5tB> zPA!}*&*>a`oOOiHgu}dfefcZw#2;fH=nW4snU_<4Vhwdnbc3rV z-PYjUp*!5r>r{1FoO0<}v>X;nTV%I;i&*Xu2O=d#sC9T4Zn6n9fj8ov`2|C#94*SA z)#v;jdrWWO54eGUv4`**oW>{Y343gu^IrOsW#9q4wXTZ77zGum6c)Aez+#@^wLel1 zc{%t;-_}iJ3i_;Sq8=>99jYoEr2e?sv>dWDlm?$Fp!30C$_;ffH!K%B$y~)NKn2)C zWlfD;w6{5X$Q-*vmX=W$shY@gNR>0Wc80fp)5`dGdT} zrpU$1@Q%0!5Hc99!v+7#21FRLx1RIRkSY^&FPOepzO3Ay1-%ns?Jx|OQlf=*7tFSegDPk&4 z#Z4*|*PGP#I(XCl9~Cf2YG^-uhuxmvaOL`C9H%ay>ECq+#@sgE8%BWn0hCxTTf(?VWgUvgfGqgtD&}@ z>;C4h{rL!g4<7B*^?LA9Mjw{SbXfwcct_pKx;sA_RhysmrMgl0EL6yQ$WB8e)>(Fm zDJtJMX-?P363(?irp$>>-pqdlmWa{$lOp4t$zp(bZojavM`X*?LOjSD75F8#g_vX4 z7PIX8{#s&m^fQ<759+S}c-+rUYyVnbO7ui~jeR>fnR2S7c2Lc+$52jR3eB{A%2Ixx z%siN0%RzL|+vNQ!E81PCK>S+E7h2}#pWh!~WB#q`rv_pMERn@O0_&?o*4J3ledluxJ3Zx3`4e6#_=In> ze&t!*Zg`mQ;{SMUygX*@HRJPxIck@zr9uJ;ILn7U4bhn_7T1#S+8C zd;Aq~vn++Bupo|;ZTK8n#3&s)h@MLr!-Lo;)I*l0F_A|i7l!Uy^{778^lEu;t@qX$ zo#sn-w&>B$b-aSxL@RpDm!KCDuKhYiC$fqri&bOwp$c9wik{&ZelSUGr_rWdaM~z5 zLhsx)!aKy~@%Dw{y_KPbq1>_I-sWtJvb}c)%XjXHgd(8=p%w}4WbUHbLu=jHadqU; z`22D2L}H~4NaQd=>4lodCSbaoK*j~PpzMQfAN9% zhPS~7PAg2t(I(qe_6@OG;7)!^4)YSRBJP(Ju%*6C)2xTk&H0fI&_In!>;0Y_B*>w=Xff%muo~%{0fh=V${sh5W-=&pFNfz z@F;7F(@d&uYaCx2d5SH7O`;{#gD;KS+syqUo}Xs@U?;nb4PZ6AXCHu2Q6$+Ag)Vr= zDF7jZ3KV6=Uj|muV_pW<=yFD{!i8UWqAYxcfAjg6C|(+UxQ>_cJCO|gF|Xc+-{Ux} zEm}baTEkH+#82Qa*aLy!! zCkxQ7^)ZT9AR=H!Y1{VfrQ1+M^G$lBaW>GM59j&95s)b5c zZB+-gnL3-Tyc^Km)gbcqEVH6Ir3EYeYA&m zQ*ZUFucPXu%17?C5mT2blM_pP3jMtdzONBDd zdTa!p?OIR^YQt>&%=C>#P1uL6p@cY1rQkX*0Utpj%!Hq+IpoSQ3dK+?0o}24V7{87 z3R7eGMHn|eLP~DE7a#On@mf6B|6p$GN4Kr~m|}CphFZvAWIby^STUJoed~{=1rgD- zD1%?`oWxxI&0O5llAmwpSS8&|XlP%&z+{WO?gO{W6ti1D%) zd`_n8be*E(jydO}j{EPam-JX&^8caUIx?Dc?ff6R*>%J4ATJ#r=OWhujF|1d4Nuku z_}oAO-y5F5Yw29PmmAM7MOV^Q15^A5)o}kIb=dU#jcN>0r=tt`d`eRfnP_rP*Wh;j zB?oU)AV1H~*9GGF;Bc20bQ1yzIx)cX2RfPkP_RWrDwT-tNB!xp*UNq@``K;mo^)3> z5B8ytq6+RPz|daOyn13 zHLQiTaUM_mA6goBvd6g5(Y~%&RdvNWZhw5nd*M{&i5PpD@`+S69CxWW+ZB#zh_B>4 z-aqV#oX_W(+_uoT&5Z96i{uqOUlu~`<;TPJEZtMi)VVN;*RgBb73^X<8;`_%ytzq7 z*^Q4GA(L?*A8yt0b;3&O60fap@*DgP?}wke&-pj_gf~;S`6cs9JvHCg1CM!8p>5b! zY`~2M+4WZ3WVEhj;2W_U3+tUmReFf8#dgdz6PN(fwVm-dFn}>cfUSX#A8UG)%#c4c^XRxnM7uB40=G-mzYJ8(gd%vp} zYPvnuM!gb07b`K%PRGh(s9nhWF9SbS{|5j7|Nm5(1$Y!!)c5Z>=gQbhJRu<@5FkLH zxP=16i&H!e9;A@sS}ZuFSaC_Q0;PC@Q(TG^Xs{C8OK7p+6aw#Ec%JWj-~B!J&d%)Y z&g{8I{%5zASc%IufBJ_RUBo8Lu)68FjaY}R#WPhyTvwYhx3L+&6+OjH+=YWgNn;o8 z#bII(?!gaME_P#?#CL2u=k>m12|5M69;gN z*zGD2@SPYSw%}%L;oWT>rLI^gDA=1~T`@02mke+hxDaxPAL55KfdNN(p8|jKlOM4{ zySqPxbaWr`Pcnnuzx)5@zktu@C88Gad3-LPqnR2$m-~n_i6wEzHvJ;)c>57O7Uv2docyO$I~Zll|nmR-RS$k6RuGd z?Vd#QtaavkbAap^kY)~)@wDEoNYyl>Wle7*nPj>nnqgYlP0u@cDM}c@JQtthl;_Q4 z2v(Ir*uk$OKW(JRO7%OOs1I@mLvS&4!rY z`-9yG8{s0poPUM&%oY5cxJB9UiIw&laZ)@2A5Y*iJ%ESsv-t!r*_KT74s=)MLyRb_ z#*<}N8HG{!lU12VqK|mJO_Yt~efZkWf>U&ymQV)#L}wvUJ%a6eJcLVPgMCgsg*)mU z99d@X-4XHY&hgOY=eSTkuR)pI8Yd6gA}>RW1R-I6!us=)r##u`8aXdoq8ed)G* zARGG4bp>NZS;z24*GJrF%lCpIL*z-uCb@Dup6Gsp4M(S9QuL}!&hcUXD|-N z9%=}7RsC@Q-sg9DKfKHPV}ER;E}OaV7QWTre57+0qReG<8kW&ev7W|@i6Rryse;)? zZKNHPZu|!QXgds|v6SQ-foYU!lva(^A@X@s24%rn$}pp`lU{YVS=w&v`o|c;D`9_E zA$zr4A-6dz^*Wz}Vrq(2TI`0a`o7~te(^2slx+=1Y=rid25C@3Ts98E5%^tGpH{+3 zs0O8Bi&{YUWCO}}LcNZ+hb%+!beDzWY5pf1qFws_TA5AEjbe(K1q0P}_(9w@V~lWV zpqmHtcE&z;Ud)SKWj`5<=!(Tg{6~nPx6}-Zi3U(sEWkSyBff;%{5?EZkLWFX$GBVu z>7o*K!v&BZ2a`Xp$F6W42f+~7&2Cs}vV@vP7tEKzb!eKbP5E8ZWgVI>XMN zDi3e5DwKN2J7;cXuH?*fFPwd@ooIKz&o-Y&fz!Z zZkeJp<^(=~XPfuUUh*tfa5kA&crU!cV^n)g#`CW1&c$a=|G?+GhbkNVguARC@OxaS zzQ-AAom0uPNToY|Vx|&eG-kN7c&z)N40E!z-@Jy#YC27$-@#IK!~*UILff+f=Al)r z9ZjI)cop}teJqKN>MZw+-G>Kom}lvH8DoB~KtJBoJA6iNoxNJ}Wg(cu(!}tcXRs$z49Nf(y5b< z^NqBL(rE*AP-)akt)Uj`nYE0PRIvSre*ZRVtmf;S{e^N{Q(-cM(NvfQQz3x7Jd%$1V2l~Qo>6ra^y4=bx;0T(-;-Dx6u;;8e zW{6iP1qTz$$)XsHZ*T!sf=4`!;vru9$G2Esu9Ynz)$9c=c`r2LWQ)7T6a12b4C-BxkNY6|3o`G21M zJb|JD+tBoo39d)pB$}qCsbh4E>U(yot8|ro^Imm>4yZcer&PLqhj_lV_I%Gh+F&p6 zWT@ouOKMBZ-*L606OBY;hj*9v2WOH0XmdZWYrZt5`+d##2c;Y7#zsvSzg9dk?+Bv` zufi{eKc>gD%k!A7sVCGrteN`Czp46_T)`VCQCW5u|DEo(s;$~Uuh|f@2GoF~R0ZA} z4dEYZ1ZQM6yT}0q`coaTTg~OEW?r5uzJW{Fn781a`3hZ+VrUtgi>p{m0$jsZVKTg8 zFW5a8%7!rx9`NeSxPyAI)p}bODnMs;jS9dN=)^j)jw}kw;SRQobzvrMV%hM5)knk+ zFpS+I2QR`;ES&PwQg#!Tu&Vl6HK01&1IE{~x%TIxhH&c`FG^lWl6kN&9mY#+Gi(F5 z_!$EE88!&dv9oLl-V%AlWp-I-_^nWb`->X9JU_`IX`kH94rzYZOokuf03^adHh@Wa zoh`yGaEV=IJ7EdlVz=0B)&aAj59F{E&0RQz>8vwsX5T<7Ouzv;QaBW3mz1%Ff|MXB0~7gE^@uVJAe3 z=B}o+3YJ5fd4c}~K1xwL*~FZpYN=%C1%}lVzSZn7i62uDJQoE*Ec#<01VSz-BT(mZ zp&tO8JJJKycso%5ednw+3S(UggMW=Y(1zMjWy}K|s67qjaXRaVLpYSj2#C-=;+uQ( z$)YchghD1p5WPR@dN|u0>nr19+`-T6tBN+wd8Nf{zm94{_+# z9vz28F-!4p36#XGD20$UKL)~~otq1DkW>FV^;UlRtuBJz36^NI6Xe1t>T2KoL z+NJ1_Q;KY-Cm#w!VYsFz9}e&Etr*Tf;7Az7$ABXxeb1+9y>F9MBtmt5mMw>Y zI;PICRWJ;Hg}=1TGPMt1(O$X__Ug!+sv~e4Qs zrIUCIp0Zv1vF?thtA^Bsno?eo6f;4e?Q(P}|CCjP-cb&gA{p7~5@PM{q-Sbo^G9)xi_KVE#&LMiFEvn$JC9i7!y<2a`G1D(vJKf-i74&<%sN%=XSQ8Egp$0_BDG~ z$i9##A~oNxkjG*{zTP37LuQvA=eORzAbezs%)FICme?8MXZx%;Cs3Zj0=xsvkiXq{MvrNj`?NAwrPje%mn6DlTa6*XCf`gO*WyqwC9-{`K*#SP;%UDsEC z3pd24e)5pY5Kpu+xI|(@XWUc7Y4;YYVfNB~KSABo3M`X;7k$k=)Jsg# z8Q?bkqM!o3gji5%Afxal0h1T~)LXutgzFNi_#2#Zk} zS_p&X+rZ*{rRTWTR2@}&6=3^F)5@u=+G536iS){QN_HjkbNsr~8M)9k*0o3Gvf9xe zc_~){wWf#WB3U5hOh5yguREJn0kciN;6}2pxzQ6zxwR%x{*Sbt*ymp4cU2rW7P$NQ ztu#snjB)*fzu+@f9ox8S@CWV~jKx;Gr!~+>lwnwwm*wR&O{HZXgFq)lr0IGwN|umk zc?f9c!lkNtE@R6ChoI`pt!>PcEd!Ow@;YI2-4om*rs>pcq``@lYAYV1hiP8p8y6j~c^l*&J4D9q60iQ*&r0nnO4X z(6!&IW}JME?G&v89EvI($P&j(q1t>VVBSZKmVvZd@>7Ne_AqCWbBJ=0YvM%SJJtfbaC zy;wQco84fIA&XVitk?TxHDy>oD8s(d=Nx5oK90{=99zZaF)#FFzv}bSw8s0KeXeWN zEbPiMSV_D9gSGzkLIAW?OGIHvz)u|E3+OywO3A2|8kGA;9=VfV^UBa)jlkXXfse-; zP*cZ!Q!K12KntpbK{QizRS(&(;<>KC|G_JK4>|Z6-m&NOoL=EG_Ef8mbM!(hyq3K|DWDeR`nI9VKS8z zL+CqtBuQO{wN%c`giIJK9@0B_2Ol(VT<_^L{Rh6>^&dPG|G^#g2OSpgV3s;zz5$DW zpnKvG-4(AO%yK^dX5_&pjt9M1L~`Bj9XF4we|7Kp??^s&GpRjoTRC`Gu ztxs2K9am|R?UGwwAM?)6RZo?rh(Xi8q*GOh7H68*oEI?Kl8`zI6h>TwGW@56C4aT_u~R` z^EJ*jYZ_$pf^lWxQB%C6>DE{9r);V^^V?zw{G&7ENIrqD;Kk)M z?vR^$>Fhbz*x<>gtL9VMA8=p21Go3S>kZ{MqIm?5HzK(Qhq=qj1S?h^_8gXOkx1*o zr<@XL9kiyk5NFJT*|3#QgG*K@{iY_t1aMKR8VBRSp>X+z_onU8+A1wZ(q0%rBlJ9p z4(rbK2pomhx`%Be{(xC@40`IWtE9?=)zn*@gc-Vq9ROQh0qME|S0Rr%i&~1Rx+B{M zDYRSb(PZjGooN$nhHkV4e8h_FP*LoM*|dQC%`;j*w^V1Lhj$HKg==sfuD~L36K=s_ z>dq^<&Kt?REY@)O=0@01kB71mUUfAyo8xNU0@rd>EwBap_L}2MZL>OBnM~*Pu|9r@ z(r7BAu>srZPB9%1S!tMt9mNqV9fOUI`k2c|6h77=8tZU(&_4V`Rimo$Y5Qq^kZ3KM zi`Ce|)kN!p#-g%ohV@vjz!kU>pXlu@tA_4wDvKq!*VEcw=1Sp}@r4nO@i>t8=H;lT(Rh*uN-ew=6P_c@tr(k4VI}!ZyAI4*q1CFcI(b(CS>3yompx_0~kiV z*-f4O6LfBiq{*xUpUO^SobIw}!VmbAn!#$eT4$LpG@nkvLpDu3(sA&&u0Z4YcFbZ~ z>@r$leo2^)kth5HoS8;p_>6oOT-8W|)&K$x)6!qS#o=i4Pb7WzJXFhw~I31-{{o%2F^e{d7P^8I(iGMd(G=D1E(u-r`*+ZHSX~~XYP#pWYb;l_V6v_o zi*T{dzDqDkPQoBj(DMb1!V&1x@4G2WJQ1J4XK;=8!M<1lrW$v6H~b7HnY~fpiJXGd zbQF)$UKgQ0SZPKv1UuMn=o-u`;W%F0ENL#(HRF}sYlQKIxz5S+@{Fv7lX)%eUw_HJ zWRy9BceiWdG+tX*i<($NGf{hAXWMsHZS*nFzA5MMdKhQU;X`a+4QhxB`9Jch+$!U- z62{q;(B~ze>*qe67~NcH`jv@Bq}T|JXp!uIhlLUkVVG(aQrDgr?H{pJWR$aP(~gQB z@68jG?wY}y`WG^Hx$XqVnuEg|`}_W!cV}`9>$6$LqRs z!p@8NuqTdS|7z_rnvG$dF^5?&2kO!+Hj8E9Bl7Z{*bk>;U-EV0v+){Rf{jFy$buaB zz`ihR8s5TRiGe|5g2o2LmMZIAQ~m3J_2$rkV`kgjWeY~abnNY^WSnvx#w=Hyov7n! zgm`bIh_PY;xY;B*fhHQ`xFG{gpfPGVAEEWZdmJM2$^yEgm%{#H01m+(c#<9BBSdMO zL@(hO{G$8B3_Paw(l4-4_xo4aY?z_7(p+7cr?8FC1iz#$>^|=fTiEibOID&gP`z+f zb5*BNa(P%YGlD*s8Q9gBCtkWXVHXi*WceqHdl2VaRinGNvnXV|unu8MW0p9MvG#GC zB~D_-|6++atvjyM_^Y^}S9+WHB2dWQPFpjYs>>HaU&`~&7`B7;!avnkc}-`r^E?NL zddvDS8|PvbGZD7qJL`^p)7?`Iwo-H)yc0-y&6zOTh|s-Km?&w@G)jnn`9q$d^XxgN zkGNr-fIpy^IsqqO9?hi_aMYTo=dL2vio)SWJg>q>8MSm(%Z0h{E2Dz+#~2>NU6|i6 zFv>`^nu()2pC5pwt|mrPS}xba25rBMklWe->%mtmTGI>unt!ExyEU)|CfYA}np7fz zx)_$|Xy^t)>+bT_W>~EiQ44vHdQeYH;)h`k-ql&AuUJA^EKT?KZ7GQ+@}m@LCF9QzsxGC`&~p%{u)44+Q!B-+GsYSjGDBXqLq!+rqH9{1I3{}=?J1FhJZoVU%(GX)PjZ%g#8*SA z97om6bnjMbpR0kWS4!l<*D`yKy(Bi22rGwcmb5rh%xq*VwMTrYakxy}mxb zrEPgiXTSboTe&5__-x51Lf7s8I$(ti!CH2UALU8d zURoIK#5e(lZ>=mY&?7?~gGabS9n_CW)+YrOsaN3-cL)~cv)qMwGo!IlNe1F(|0F9A zBY7a!HwHPUy}p$x%l!h;n*-0)bK%p7??`t7@RnYy_aFZU^=Zqy;;gBMx+eailUhB# zgiPg|Qv)98sNbuOh=bx^SfdhLSuj|ggL7J!v=uXHIvv%|M~U-r)>%!>)OoE+R?`pS z5`1o^(?v+9By|xkLI>qjzL_vkoPyG7F2$)obR;dH)9{H5%@TTV9M_*)P!&|M%J*;P zEFEbl;iQhTlQ2g8BXaP%c#7Y_P)LEAI&!^cp!^>I00960G+70hRaMtMYwfk;)a|)< zikSh1fuTFcp*utrrBgz32sp`}E`Am+$$X_gQP7 zea^Xc_TKA#-+d>*1Q-V)F#(p-WLQOODZ-BOzHk@s;tAdx4)Vji4}1!3=?ec1Kcv2J zA0J|WeWoit$HDM`zr;Ur2t+X$2EilzRL63=KlFzh^5NTi`@=&#%lkuR*_>`+Z>VKX zhP5;S)=7&^lG!B0aAupjxWq3T3dWY$dFM$>I^MhxeU= z!h=ziR~1EuNT=~u8H&YNjMGs^?DI8NAuKEW_^xgzdkRoKN+mA_^toxCzE%W_QWy(U z35vrtPKmc|8Om|D!*)pI<*n^78pgm#7%X4%|KKpG#Ap~rgXLg&hUc&a&%?9v9azXl zvAobhKb3kom+E6a$Op42AJoH7StHy;PkDLS3m?;NHVlX15jIAA1TCN|Zvh_KiOF;X z$MX$%meqtwSQBc(0$hhpp&L)60X#yj;1j$+W#l`uygWzsWk2kXHJtt!MJw4#_Q#S= zcf3rK+=sAOK7?=h8UC*SNA?6Z$uag!YnV#F1T0Hssk^F3?~4kQi18ZR13~m_G*HE; zk%+^RR9{3Rzp^kz33LTRhLQkDkwSXI-oSs^U)&LnxT#0zj`*0-4r{Z2fHq=iZ|jg90R``!zQrr;RMWMf2cWZ3Y*T3!*}8zng`D%lBqw33&h-1 zMdhJVBAd|MD@IZ!I|DQDp~_|Vr3#qKu7Jg`1Qv12U>RH{mU@R!CT8L=onNcTq7Aj8 zqF7YlF;_IE{P>>p0#5U%5XBDu9ox%h^DIg3b@&OcyoF)@Oa1Ncg#x@S`;cvfD3*w| z0Nmnj^bFkqYv2p0&K}aI_6it^6=X4(#Xg2ka0X}d%h(;d!_RIU>+Vd46xN7LS&YtN zS6I)lVkUKiYE+G;*jwdgS_O4fTlNXd$J6;Oah-}-V3_uDsY_N#m4%X zUZrIatCoX}O+6`8#j2tFn1}p0+?OI+`fSWA9CR?lYUS}$0gFjPHZz-V$Yd6G_3DS3vv;81)? zf6`DKr16Zp$-Cxr8jR2BIbBn~CT;T9cBjYJb9>Qs<;J|LQgfA{qH$SjsZ)wNsRO>Y zdItSJw)yhKeIC<<)~h$Zo~k_cQ) ze025BwnnKG>`trvW%05)uS(-$(e>^8=}K>`=-erTWi@(G4YvpNpt87Mys_HRbWsAQ zigNyTA~%*3O;ijf;S9CU>LK!CUOeEdAo5W_*NsHVrR&G|KoXT#9^I>@f|y2WlujY6 zC_ajXX(Cs7=B2(TtK?efX($`YMskto zLCj*$qnLi7v*J>LGvWu)D|Akr6T8xSre3kkgmS(_Uu(Y4${&+pWrR|!I&q~#uY?!1!dQ90?`4}qN zqu3h}{r&r)538rDu{UxS%!R^i59MaL*a}z;XJ{d`6X$6)tQDW;WBI%?)?!@dMpul{x#IdIm_(X7;lMRN}1z*dd+EZX0!dnr~9e9XpqpS>NE z#{3nWFdy>QaGyVC&)EC!PPUV+W9!-4;6SInH&LvKbmN_P3%(hf@n-yvSxJ_Z#pO{d zB0u(Y#^N$v{-oFN2DheX6O8i>5qZ_ml&Wg6d-S91p_%-5j57a2%#e+!HJ!qfSe!b+ zF${a}%dw&X%*Wz5^LZ}YLIP_Saj+4NyxE`5;jGJY_f^nV_oqlM6lLF5g_U?d@~3<*=UYl`#gO_6zrx{eYhK^| z)mw{yftC1T^t(%O36|&cy`^|rUYcK#OK~YK!|HsrwG1=)DqMy2c>{je+kjt=tid+! zb{y*_s_od7Z^uN{5|&v@tb4)2v1jS;NP*yN^8?Rje*^l#sYKU&6GD}o5JmA>YzJRy zl|TtpR>e_%^|$?k{Veau+Q}jBLAEb2LYB1$$$e}$>m&2qourK0YNg1H)+Bb#y&%r` z65Z#{mvOJ0%50#h$d;J1&D7vbv%M(JzH|ne3!OBUWp*~(n#n9lW1*W0Q;gMmwI+#M z{DbhTeI|c+*{<;Eha5eyaW(^R;S5E&beWLXG^&jkv8em|ZX;^eGGzi+NSG7W%4=>^qSIVV=l)umP+X-v#%@15udwVFh_HSf+K} zaS_Jna0eIB*SG)&qe~}@mbi)z8^?|BjhXPh?#+a8yagUJKG1Q49W&bEY`D&v;|b%0 zQGkubEwCI;8;e28KgDJ5NpCtEYBmw+><4dt)>sTQ!MJOjV`q(J5J%^Y-f}g(qKgLi z_ICQJ2c9lso@Tv|#TrjZt>wy50?u^eu%ReJ*;XU5+ghwj`nzi;%ZK$SANJ5I_?XjJ zOm`Zq3{gq=D2q!ouZ-5kgODIE!)2|Ha@Y&!DqMq~H3xsqAHfB-NmsNRFoW-4JJ@!1 z4YskG<~7~#A#cKRej5(3*>W3ypzpp9_u&_IPuKe$@`P4lSM||$xm{jmQ9OlXZg6j@}dPJ%)4aA^ZZ%PMbshXmuXr;Bs zODo-XO~vYO&|Q0llGYHFW^IEw-jPMQqQhGrart`K=~)CGr#|GizGXwS2grmBF$xc` zgZfE&L@9`(9X{pN)GjItMZxA{u@2OMA6W|D#y-X}V2TU0jFo}uY&*5UA`nFnO2c$) zz&;d>p%#B1*5Y#UjJ{z7^n3opBdiJjsD0fMIKsX%x%D#eC$M<&48|=vtpUFPsHfk}uRNY>xZVO0gI4 z(|8&e@)c@?J<`67w{fLfuJ-bo>Kcw$qtz8`YbW}vd8Vox_$GV{e-8Fi{nUEiN6qIy zV73~oX4<)&j&aRJYmFC9HI^J7azieQ`L_xP4=b3&m8n9$kS{L8slIopXBle~Xc;)^ zE}%=nm7d#ln^tNib;P_&CrmqG3<+~ucv@JPOWes+Jh0duOxZ?v?=C7UDCpt(BY4z&tu; zU~c_Ht6S5soE7kL9_9h=X#bgw9-bXqjA7#s;~t#QRra_sUDupb#(U^zbD$@#g><@N zTrqANOW8g)TKuXjZGZ+igD27GYWSFG!g`T5f z7S{b(eP$ChXE~xJYsD}MD)4`}bOhBvV9KvR2`ybs6O zCLZC(#8=w2Zi8#`l{ForpZm<32>Y$|aso^MA4?GvA;40_W*IAH(%<|8`6cfPZ$uv$ ztnmb&;4R~Tt~?Knrba+Kv2XbQ2-is5$baNc-eo0L$25yM?{#8g3aXf~dN!xI*UX&Y zByrxX#ioibP8pHF76--$vI9j#ghhW*HM6ogH8w$1_6E&yo`Xhh%rYhi>Ny$yZ~0DM zz~9(-Y3$N79%mfFbem_5} zp?z@-6v7Y$p$yAl3&eO{1>eZr+M^fJ>oHn|I%6rgOsiQx{F3$56{4TrOIPS-bPxMM zKZx#B4bT{@$7~?|7b_&UNgkQ^-p=+ixk^3>uacF5O@p7? zCz7tQ9df5E8@bD-d+ofB*<*H6=Gcqvt8BNtuCHBt%MDSMm}>vTqDT*3X5q*txn5pi zzXXo5BN{cFP3DXELcFQ9&U%l}x8}sz-cz~Pl4c_Jv^$Shx>IP4+)muB-USzm6{2x;3q)N2aDNmbJBWgrT-sX2{fvQJyRRh|f-Z*cZ-L#v$ zxpz|zwKKQVcDkSP6@5i(0-K0=Rt474TB;IxC$fsj(^BVUbknVBenEp-AFD)iKX%G} zV}8hpVZH2mBQ>c+6`VEe(iC;v+&Gyq|dMYZdmlu}(8Vakc<1 z8W)YmFx6TvH*A zmc#bPZDu*1W|C~OOXTh@L$+ma(d^qfzKPw$KFXp|G&MGG*;=G|wzP~!SI+`n(@M*G z*6-GTteSF?X9c@sEoFBL;|1x><+6L!WkRGNPP8}LK;g!aG>?m)ILR4fz}$)ddSYG>}l z##RHBZPlckj#fr?G5ejjdrDeeQzhIYHj7G_kI%wIxWHSIe~uHeiuIkGhx0WHZN}!D zR1P)^aGve-z<%Z?noCE;R5zPyx$UTf-4Mr9ZLE!#M4VY0SLjiA53jm)%)i8M?q6ap zt)phx4FB|2N7JlxnW~w=p=1~K@D?o0f@#YEofi6)N+C0Tt zE)P0Wa4H7*M4W=vw7>ZR@5u{tf%mkoZ)s*1BK@?RIL>qqM)`UONr^^^zJSZBXs}U#hLD51W8} z*nb$u;-a&tO9MnY)}{8My4JB+@1>tcN zFqbBON;Q+KxM$V8_~rf|RQd4x?)&Z+;W=)SIgOIcEVq+f&CbVMv94HuqK9@gNe(J5&MW)&jn?y;}(n+RF-Aks*Dl>Q?v8N}?v%)+_{XFNWMzBWk z97Wr66g^ifm>rwXn`qhG;x6~`4xvQte!fcj&|AUE#VcAF*2vJRxZJ#&KH3o1OOJ7H z@2XHU>$LqRpF;i3U+j-DiWz1n{M%k)mXp13z9$Qt$_{dn9Dx($X{Q)(;cXT_UcPIu z4<~w$v3ikH+T*@p$0D!gmE=eA6?@I9r`RgD&mxOrluf04T@t&*`p8ES3ed>6zv^SB zmRjn|PmR<7XR>oL-*3JQ`r3Jia-31BpeiIsh^x}CJTyJzxZ9N1-JyE;1MW^0<9?&s z&>;Ul)q#$vj&w|QaR*U9cLcrmlNnWV8w)f}9cJD#&v;IIZku)U-wE&K1MLC!+Qhwl zfZa9EY=3q{I*A2+vA$RgoX_=wH;tpTk3`vE_a@;-pzOOmBw--8+U1U^AA*1`IW>tkw=8}*hZ*`8?6hIsExBI z@HBRWGs>x+obA*QQ=GaYHLk8G95>gQ=QI!vHQI|yPIqzHx#H9g_7qp0)L=Vtz-cEA zIftF;aruMWof@9bF&7ixOYM|;Gp3&0S7@%Mfove>dm@otGRs>alI7i{IeV4-$h$?h zPunCn$R^$<-e=*}@_BfT%$N3a_~&qIZx`>Bv?KC_Y#y1FJT-PgY!P*%Kr3HSRa7;q zP+U!qJ(zMlrL-!eva7o3TVkzx{e8*l|J3~`Hq{qUWnyck1XQKig1#74!k4Hj`Z9e} zb$ePB&~EIKQ5L)72xBvHTm z+TiPno#jByU?Z@_P*k(b;_muiOH?X&MbN&txDMgX`{RcX|6Zt&fyD^=-*`bM{yu63Ej+M%5TY359(B!yyp1|vP zV|eq>fVg5-VXLOMXIz-aYP}obao(Mx4^_a57-yHmZd3-l>$s@eQA3Y`8f4)6Rt&~q zdEvuk%12?WDH@3~6#WM&`aemQ!yj9_ zF;OYC!uo*M=feY6Wd_gSm*izxg}d%0xfId;Q67=AG1bb)J6O@Z#8K84I95N0Hax}m zB|eIe?m~Wz-FUM4Uykl0USu_KF$1flh-h8E(5g!pocCyq_kaI}?Gf2j)BYh`+N?#< z|1N4$6JChThK6Dm%+fjPbY4+owhq?8dT7Gd>%5cA<_|UdW#CZyMw}C`#Rh7QUb&N6 z<8XXKOXUH1OzWPa+UFgU8G#FO2`<*EsIu4PlceN|kHxVV@K5yU`O6pE(Y>_0*xqvs zZ($_9I?EQ-S#?%TqpFTcqBi@pP*d4dM#4;iLS^_Mq#RCKLip;1;wYZZhOWRxIH%p! zH2hvvWL3pg9OR$l|5|nTzZ<&5Z}8vnyt=Alonm6ATT+&k#p0rQ0b9vJ@}O^zXw9P0 znhnr+B3fBDL{HX>y=!d`RrmMRx}(0;lXYcX*ct7o;Ba{$q8&4OOjE{VgCmJ0RR6)mH(P%^+O_A_OHd z^d`N%bNTr`|L60Znc3N!&EDOabH3l3!t=B|Z4vHbEygFc#kjAv3DT<4D~{o1t;+JE%=_;1#Z{#?WD`DQZIf{2aXncVIBO2~EgB z=!QCz!KjOj^K$+s6hSpU5IulC+ATUv_I=51sKGbdzM^~B4{RNL2j%3I=RgCr9NMEk z6p;^+Lv%%zQAhO+tYKr}XFN}t;2vUznjMJ43<>>4R3`7-Kib=fR${rkt1;XgWH;H~!RjAD@(0TcPjZ*KvR=c!oYXJex0-RI+90NAMKhTt9>Z9Cc>$ z;ryxMY7trJ zN{P=?^W-QHMWkm~VD5iMfqt87PW1V(SLz$DLNUb}qKLwOEe)X|h+-R1reUhv1SQHW zV@~%&`_v$>a{`$t zSs7$kCzHvq}*2CIec1En}=4lRkAg6 zSC-+TF`Au5%2@5%u3jN6y_2k5by?I&;`W{;0XC@spk}t2GMuY6*VTSQAmzRm0_vtnNB*2qh1F zj6+~GDuHg|^~wimHLQhC&_1OXE>I@mwe$rF;=j@R$^)ekh2U@!!v~-yzWVHKK=mZ`!dV^l#H~5{ZFvd&) zz=>CIc#JBG+16WQjO(t^&UG#1j`4fQE#p%b6xo~YGG<21GJbW|V*8w58+BQhQJWoh z(vaGW$QW-NcGij5msE=>A+^{<F%-F>u*j{bP1 zd4^ThDr$Xjg7%SF-MpjLGpn-*9D%zUHB}F;CBuzfG7ptgquB?xQtF@jTdEj$MIr6t z;Gt{9RsUM?p_+z2XXS7g_Lo&#Z2`0ObXY|0iCL^A>7xD2SCd4<#UJJ!Z5;IA-?^@l z0Wi+K)|Lio@Z8m()G%{I9PBW@Vxxm}63jRVc&Y!ZzeR85v%OEBqeA=;-J`0q8f`%b zmBlCx^@e$98O=c(&_(4Z)DLe*SCq@jeAEL@%JaRTCoDvH$|5uqUBpY!Kv*gBW-qi& ziN+_C6Ur?-0u7>bQ8(xfh){A$$wsG??r=yss2oLG;Fes+ca9`?1K@M0g!(~$+16+M*iuNN#rPlG9F?cd(Mnj)Uhs9W4qoGr;By>@ zN}^JzkamL}5V*5cGzxCu6q%1xXiqU14M&ra2S=ewu!7gZ&&UQQ=$9gdM$=Dl0xeG~ z(7kAz*o)SowK4*{B8`Np{m3?;kMPf|7tUjSa6Bzd%hI3G&q(lA^awhFLiiMX7)`@R zQGsz4`ONDmmFJ;TXbql+PoNX1Ccl6(_+>PmUP8NY9v-4jqwV;4v>K114do}3_*|T; zg>bty6z@X2{UZ zmEYIugn^M%j=zi2g>jAD4K+0Co+*8)gunsx+GpS zj`YD*VF2-?QqYX#D-+>&Wem8;Ipq`R0>_m(C=yRW$=E^8%5{BSp8Ek^QhMSa&^fYR zc_=IMAoy0fh?Xju&cYSJYy5{%O?BZ0Ml`!g7m3~UDg@Z`zR$3Z(q#9a@~8j;bg=f)ar!>zdf1|E zhRrb0vl(>Jk>)}!Y=RE718qxf!Y)2DJJL-+#9aENZ7>`rOUMj;A;~c_O;9t*F1CxM zL4hb1rS;Fq5|#?vMJZ@S5+O@OYJy2A1gh*@nnpD8K6j#5_!;iQ^3^{4F8PQLf`RZi zndEB5qmBFK3eqX~W^fy;rB%^76n%|Nao=`1O@}$tHI9vC$jow$XX9CLe6Tr#t?STC^Rmx0PD>hbCA2I`#1~s4NAyn*{oF5TDF#Lag{K;8n?qs zvJZ@PUJp##R=#P>a{(id8v6XJ2 zJ@qO6Z2u0rgC;s694+ZQy`(YEQHw!{CuF`c(mKL{z|_G>DQwK=I*i_*&3 zqP1wPp4(2Nv{22Yb=(f>cP|Qwp#eU&#n67Xcv{Dn<_^**@x3W_zfvyUb*(HOgn?FTrrXzH^>mvI=X@M@F zSxO2Nk*Vl0UVysG{rD|PB7Z2G(N;7a@|CN~F4TxzQ4+`n<*WB=eK@qmxu}57hk0;W z*^T_PIqnDFqO(eXFXUc2Kt6?r_^k4qvY#ARrlQ%XGxW!gm2=oh>`;q3(P-8fdr>o~ zr9x2wLEBxq^(7KReXc+2F+LAolk=%qqWCD2wujyl&i89f1 zcn*ru3@wBLnb|*Mbx?p4*rc`5Wa9-nNbH>QB$NROVgw$B2jg@&N?XynYHu}PnGXli zA#_02mx?UHHqE`tSZ2hB#D%PjJL{ZgTyQpK4VWurl2MOYskPaLdNo)LsS6UkDk~Q& znAh34PQ{9b5gyK%(-~6@J6Wv46az6W92l1Pqp#VQ(|u9P>4W5K`hN@w8Wc3y{uQ0! z8&6+*GJJ#SZSAIKw9K%twZZnAS}k98)CkWNV|qxf5ajtJD$B@szw$;4pS_q5^bE#H z-a+_mRGiiWo7yVY2z$)>c!jGWp1~U8N_dsJQ=PzaUEi`q*Ld~UkgB*E9>$XG!`N`v z)%JyDSgT1V=m?!)vVAw%OD3qpp|xWe4267k2;3uetZg*Qz0*B9_yIhG8}u$r5r4o% z*hnXcUi!~;h<=owq)YUsc!YgEYl@rUB`m}2gf|A))Go4q_&3(uMqT67OjYnzq>j2k z|DJqcZwnpOO~h}UA_G0$VKzC>8o)4818P7fDHfF=+H6ls!5`WrmIA4;lwA^OP#LPg zSGFp$j@2g7vQ?>}y&@y{8-i&TWWm>f=r|Y$FV$D%xg--_kvHTm83UuiFtec|b(_`b zJhg+B$a_m=a^8M|l;S<140kxc)z(0ODcW{z6WHu$v}NW_ND^Pt-QdzE(<5*gdb+-$ zXW%U4(BEM#JqII1v9=5T)%L(17*4;G`8!u@Cu0M&qZ?qS)|q}vcfc32R_=mbFqn3y zb`i+-x$w}v3<~&Em@C(0q4kW6fKT`^sO1B*%>;w1L$k$@piq0D9mVa7F2d^OYx(c6br$19^(v_sTS7CzOGy z%2Z{#k_xR9p}bMAI!im6kU8S2@zOq8j21P?YkO5sMNe+nzxJ}8>ZCf^Zqy)|q6T?n z&owHO0U}M#RUzAHY05rSr=Y9kJM@xyl7Jq#iiRuU z#(CPxH#RiQQ-SskG<&Q5UT=ooXvhvux|# z$+4^4Yus@(z&zP+3+ZS3)YjWpPm7^_-?#O(bZw+1Yq&RT(r6~EN~*{G2GqYf6utS&t*#^Nk(JpPrRhU;np)a3(F z0USX45#pa}d!$l(ZtTGA)dF-HALEbFQ}hhIK!h*`kR~j!z)z|RJETZE9Sjv%Bx$AD zAdFOE>13?bi64^Ewqz&`T}Tq#(M+i}wux7)kLu!A^>(nGc>MKY8kt5q>J=eCk*gp1 zj8ue5(9hPFL@CFWc{mwYkoznGMWQUyg+)L)oCw`eC$s|qHYxq!x^h}~(_Xlp>M~}K z%j_C!D)p7dyTJ+4-YUh9kz*v?nxpoDI6YdQPxsPm5aRZP9@HPgLF4HoH`2J&keF`8yl|)j9_M?k&gD9kV>6ogTc$_t1CH)`8u%EmX_n z!f-Dx!y2g$-$v0FZ5pTp?545eEue3FI zwPb;HUt5J6^VRr?c1O#>&G)a1B@&c)98rOWwp9jBwdhzu4fcDrzjIzjifCOnC^ zw8ncftohQXJY`e0QPQ1mWEuD)GXrPfh0I~r!F91F+bniet&0P+un$$E@u=wLtT~Ir z0n%AZmWY=d3v6?2g?J0UjBD8}ce39w8pXQBLwrQP%&+oCxIjN86{g2)m)f?R*B}P5 zh)EI+zwir7j{PFd-Z_v*L`S=uB#8gvA%U?=Mm3|QJx16_vR#)EByR8;4e_*@gddLsC9^)c@Nzb$8*{;~`@~8L?|IPIT z-{N)LfjbBnwd@87T)D2hfxEf=C$g5*hGGbVM$$FTCT>w0{X{0=F0c%nA|2vUd-W6? zg)y`niY2l14lRRLk!Tc$ij*mM4_Xe_l)Y$=babQfakLGJm475f$~3Y8AA+^`h7xd( zm(d-m$rixR=&ICYtx2H2CMl3yQ}!UY_=Y}`S?Yq!^$(Q8q?jm3Api*VLPy~tI}XR7 zC;A^<&_U@+8`J%A_cx%^<$nz@@4vpK)q=L5hfxn>3O*zi&N(p-SEK7iK>u9VJK{Iw zkgOE-lqt1CLl(w)Qzser)M;@dWSo)gPxb#mh6ndj`>I*Nebw1<;Z}lG#u};aCkMzv z|0LCP)wSwcJA`o_8n@dVpm zehu$?|Ep#p-mKri0T$~GT={qh&&OZ$2KtP+gLncD@HIbx8|Vk{0ZhG#+CjU}JZ`^P z-~O$uK8}c+F8b>E(A+vE^~XO@1johV&^PoQ0QMM3YBZ~;IN_~*O4U!oN$4x)>3K9yDxROj zKQPd7i5AmKH1HeoEtqFj2+r1fJC4u`bbkNREsgGL7* zpsPfbd%XS^9C_~!7mHb9ytn|Li)Q*IxCCwV9J-oz5GNqV{-H?Fk3(lM(lv|DphscG z`}P?83T>rFoI{Vvl^9?qeX4ab*TJ&j8nl?#rTIL9-gkT?>(XOmimXiEz+>YuFHJjY zhxvX!2e5M*rE1ECWpI%%lkG&~ zH5n>h$K(lltghjS@*d*oT9!9@OX+DxvQHcb$@`pJPoyiRuG3%abuAJbr3>9XfY~Kc+l;{r_rxiH2O*Dru0;V z^gZ2xLl81Wxu7TRm*!<(5j$aSbvI0_XYG#NVhw>N&>5Y_^ANCLyoh+&L_UTOWX<3) zdZ}E}S4j6$4XMTpeu!V^t-XKom9}2xa$|F>Z)02Yg;iSf8*N+j8jT+%wdU!K*I654 zze{?`R@NwXGb_~d+E*fGLYuOFnjzy?_VdMZ2RJCHsf#O+o?{;5@ZgQl@To5@8z6d=o&WZiikBJ$ML7^)hqpQzy z%&LA=_+yTWh?sIQOC75mXQ~em&2c;`pW|p2ljF#7oD(^Y5uxYBdC?=ZMd&0)g4)6v z={JOzl_aOEScr$S+BsGa>cJ|hEUJ+@Squ#s{r)olsk8`RqDt zskPJ!*bde@<#p_U*iOE-KChbMZ13}^9@Q&(8!BQ!RecGiDwXm&6MUv>s^QKuzGM)hKm(sq(&P=iAU5G1p@%IGaeCI`@={SNGa0_!gN-z7vd9d=k2cMfi@f0PWm? zmig{S{mSzGqie-HHqSiHj<6Z#QP$ploCUDCb6GcYQiTnnt694F!nK0Eio9cd&bEcL zbhUAP$@;oRv6n^_wU)Yw)YSjB?9Q@$E`I0j;CW{Kg6{|KW|zaZdJWaYNlx(S*us8x z*4dCHsi}sElMM}PxTH~6KC6Ca8Z5R|m7cw`nni2jq3$uMr`5{wuToOtQ{ulb(aN=^ z#5z?pui{#&R&ezw(Ykq9mENChRC!nj*GBcn65C63aM7^MCDyAME~v6z&93{Pa!c3K z$`k6wr)+DM>}pryUKv~6MkVf~Wz?x!`H8YwIYbG}#NVPwa#1PE?kKmFkNIqv4p)^} ztto1X(rFvC0s0yf@GO4Xe2s3Y%Z;sCG<0RvNx^G{|N=elJ;ir?u?I87I^=Jgn);jDi4&?hdlk$*|6tEZ0UD9mB`KYw`&^BCp64?xfS@ z>`^07sph~o9!96h<9R#_Ea{jQ!HHNAG}pT3{+G@0U1vG&fr&TSg6NdQd^XRW&+^#- zUjb7p1+v%wvC9YSIG}pC&O-MrQ zjcyu@xt%f$8|xDCmvO=Rl=qYTVbzQ{&HLJMVxzKYB2BFEIuZxj|Bc-4-R`X}rbL#r zPYwMrgu2?XT;o`Hdc`0^XS#H+PN(6d%oUyzZZN}mNzGWoUiw?;-v@n9I|tqL&8H>x zl6tTBX+c%=6ur=X-hRv1AgE1HMd?8^wCIQ#iL2d3!T0gR=tVq@mklfMp7j<$roK{i zq1^Eqe6M~Cd(|%-!=aC}9?T$KbphE+KGaS9ma&T3%xma8FI0=sZ}>MVJtD<`p%@>g z#i+L!s((Y8Ky%n+HL<-Bb)c?X*)Po|5SX*94)Ff~00960O_vFD6-Bzo@2$PNtJmAz zcfZ+g_5?x_LI^<-5)u$3Bsj<_Ae-zUi%J9p5|Bl3V^IW@0OBBPfT%3W5||MP0+7oOsy?Tx`m3+*X!H5o&R3iRP&w_aXTslUe=?c$hA%Q1 zzasAywncshAn_!T z+>ZK zO_ye3RoVv{K~kk$4R(O-;7ib+F{uI{0P*Hl^$GDR=_7n3Oh&Jw8^P_YhI!?w){|&5 z8_sIA4`K$g{wxmVGC!JNn#hF=^osTZUvB+iFlDHH1Po!vv^sDs!ajUbzXKZZH3oSb z!%JGLVPUML!7Q%9e0~$G^8LonDi6U!@EEk@tv$ENcz8j61vYYB{*$~00j+=*eGe|R zu83=34*gafuBF3x7>2R1h{Qu75DP2$yF4Byz+{*N=i>SJv^*Cd1mA*Bg`?UC(2q3h85X^SN_VXFutrg(1p8B^J#A0h7z@1LN3Vsyi|57n z;dQYc{TQYieshrQWXZq57#tYN%Dd#EYFsUB?=DbBAdKn#z+fAps z8)y|MmzywA*@YKKGn6gTENL%3fUkhL?!Q2Nib*8c*J>rWp&O@OOTUKjYdULZDNufEe}H@QMEo2O+xv0pSU8qgFGTq^Nzewu0)k+xxGei>RxG7 z`H=B=WJmKkLMT=rwIJ&p<2qDAodP3mk<|8Qt%G&&X>~L0s-A{zb|TwY?l?C}vV$>n~sG898z zFk;BIw9|YHnd=hdjjn6aOUXFjT;G?zj!9>Iapna13o=peLCUYx0kz zk^GE9a(+gk-=R62e>v|t8^F8pL;ne_uT_kS(Lz>?I-(I)2Qe`Fu1s0pnh*!Ov z)m7oGYO2q)=7@#35Z9@7>My<%)*E=7|26!lI1|tEm*YKRJA5+Ct!bjeO2gg7dM^og z5X;n3)4~>hGcI2>aU+Z3_Q%ch?vMK8qh;7#(jjuWuqb>N5S0eaIc62mx*tG!`d zB({$bhYQ4G>T{TB&*A5AKTFcK`BsTkD>3%S@1l3nPWe!R!}}2RHluN|xHRYA=-=qD z>#TCm^;iHH;9otpo<9-=oMi??0Sh=jD-J&?zGQ~*DASMg#3q2f>x`If2wwYgD^Ha80Svhj2? z75_~HQN1HI*?2^_vF}oKN%B&4NI25dH$|K-P7~Ys+TvQZEoK(8oLYDMH~j2>D7Cub zl8A1pwYa0+MYr7taV?%FEtLl9ZS@LiO!gIgSb977opegNh8tNNJSR;~u9f<`U)N9K zMNQ7dj?|xYe=LpHC+fc7aqJ5o4p)a2BQC{hoRiK-L2}!%23)3ocovnBek2E;V_6JfVXtHF^vw=lLF$vc%#C=%;bEQVB$f|Oaq*C0afyHkh;vW# z3_=7F_V^7UVoe_Qa88IPlFQsOD6tHMHxl%udfJ9167BIAj4e+_5P2RK?&KL4&M^#tk*vDh4aIrKk z@%xw=iK}s8U>z=%RwP#0M{@)E^~8{V)!vPdM~tULrw2M`QvZ4-?NIm?QNW+WQTd1q$@nd0mPJ3C%>wsUTAba5)G|d;SREeoYMNjOjjmMhYe~597eA4GkgeX z3f~p7U~|{Y8y;YgU48$}375>p-*FR&*MFftot6;6F(!Sp}i|D12D?XIzH>r<_j6wW&?p zSm{=mW&*XXhyL60`HWlsd-5IgFB1F2ZL%);Hff}LxCb2&+@L_aTkuomSvsbqJ)QW} z$l^@_mYPVH1xl18nnZ6ji>06D{^Y-D{z>l2zsl##@%bOQwnv+ClCP24^yMy7o@;wU{<-yCWE3V-MNM>B%L_;8*P6y8eDcZ8jvfNhR9pyK=-f9==_ zcEC5#7Dp-G>^$jM;ymIw;yCPBOxBS-+AaASxPz175i$bC;t6o4^GoL!&LhtEVV(0^ z=W2M;xejiE7o9b@1RRv-OQ+-&s4FM~r4e6I42nS?sV$fYhD2gwftf(W zm4IW9SP3e@tcWT=NL;GavEM*Fz6P#?v1&W=f$vlDyU<@hh%bZw?rY!xy9r*5ssjVr z0$d9o%GG!qz5rV2ZOm%c0RAqGi=4HbS8A17j9dWM2xs_OAw6=JC?JD{0tU|iHky#nI=%x6P>@r}%&xFEA@sB0+GoR#0yY-a9DJm88hTp65}xH70W+g9*W zaHXq9Vq9jd7%O%P~?aa|O4x^}r%2Y(ihyS@xgPI@Z&W3wpv zLFiuV%dQ`ScZEB`n!xqtR+fDFt$lgb*wsGZSLMp-)J&Zou+<8zoO;p zKSG=6nC7iQqtk`5FVh;7UD-=$hPs$8rnl2xwWrW~!8=NWGJ)188EJj#jl9F*!{Ofa zSz6jb>N+yNl7|vzM*U(e<_*S5{#$O}v~a>0Z&E^y_m%W%jr-Z+Y?ilGj0GDDWOc$@Pay1%8!PLl!KV5y6w1EFo z9)b0-Anr5yQ(<)SdG(fWiOBu?{GV!Z64AFs*0bIyA*JN0r`~L_szsRq{kRwzk91}r zAbb#_eTkhv^6q}uptYtq@lDU>@>TiPtN_z z72WKslozZbWo2NZ0<+qL&j-pf$10~Y(}IhXy{X@K`G>XFYD51^rE<}-<1Z+ul%ceh zJ)FkJ|DcSaW%gL=qa7_Tb<^Gf5A{$lbp`6>ef|^Xw%8N$jM&ZQ6;dnz7|~AoEICVR zT95Ug_uGnB=@Mw7^a*4r9@^b{InX`OCy=W=m3b)eb>=|&U()O}dl1dE-wXDqdlh8Y zgt6U?u2ITpX@rspKcxO@b){Wtl~PLYTBY>;aAV6F6RvWx82@&5?^q?Bg=ri`>-rBfrkX8)z!3y#gtbbJdcX`*@~ZGfF?51}M} zD9wr3A(8x;vNAY?9#zic5^*J3>OAUD&&2?3FioV z@m2WP`3T;_kDR6wO`?ecikJ!9pjsRc`%#mG7$^5AA}%BX0X(LL7-j;9Au-~UJO;#q zV|*-00Q<#Kuvo(GPfQy-V03 zZ(@E-e!9MhEn>~|@ZVOln=uuAZ2h&Aw=-*EMzIUpXm&DY61%DWs{IgivRzo;)_z7> zt^OnXk*)Ln$ZGWwY4z-oewnTJU5?oCX$2*R;`01k(nt6ghVSXU;`*f>*SE&qWbZbw ziK~g*?^_mE>8sM^v}5dHlkC6|V@dooO@|2C0oe4Y(LC^5;-9XMlY*ceO{axI1HKO- zB0xk=-~%wHPTG>M1266Z;P$*t8 zf2ONId%Oy)H-1WZph_A*P^z(Bb`OJJ%N=7|hDDU2C2|=h^KRzzW|@}3GMERo;|uv6 zZ5MBYrm;d~>qTg`h2+}UUPza>v+Znz-V1e-Rr@3xj)tStY=Li+-cEi>UaxTL-md1GtwPC2YW=cn>-KCYtO^MFkPG*iBS5&JtS8A#C?qP6pzT4$Y}VUk>+of zwpHJ*m&RSlu4CailJ+Az5Sif82eqpsHJ@E-^ zpPHEZo%ft~d)5!$dT$k57+b}@$qE*Zip1iZa*QN(=uA5lJ%Zk0~11cB!xnaw-|@vAdR|%Pq=@_C*2Lw zCrzu}H}DO7P=C=m09bT7E{Me4hrtMT6s*V9I8FON_#^6p|AF>Ed)uCz_+I=1^O*Ur z^gIc>)<+E@gUPApowU(-G~RF3ix*QSP2cfR-XY0 zb$FM?7r6S${d_+gOZa)?mrz0cB;MJpI2?|Qh)6{2e{EyJ|66wcKQ$)k0FDQb9ghD2 HA9%*N^s2Xw literal 0 HcmV?d00001 diff --git a/realized/Since the changed in QRV - 2.docx b/realized/Since the changed in QRV - 2.docx new file mode 100644 index 0000000000000000000000000000000000000000..5fdf3f533f191814ab74a4d80194b3a8268239ac GIT binary patch literal 22608 zcmeFZgO?>uknr8MZQHhOcTd~4ZQI?`wr$&**7US(+x&W-XZO7Ce*69hyLHa3%5y6- zDl%@yiC<<#UIl4j5EK9~00;m8078Ik!gHTkKmY(_ur^or~=%(S*d=UP8H-(G=-Dgt9>(iIB3 z6Msdc=d=4a8WxLy;`MydhR@d1%F6UT7`2WF^mSR4qz3y*9Yl0fI@9mu?zr4NFEj%L zGUO1}_y$%2?EBhU&%I{gXbBqzlSYJf;3EpNJW#U5fc%toPg`UJhkA zJBXm0Zped)9siii6sbK`usMn6Ya$kd>*5E@nW`)+E@8)YQ~1(fPNeyBKW(SAAj4Ih zbVz{Lw@xdcW0{Hs;PLR`(dF;{n&a&vK_j?3> zeE|a~{1-RIOTcQq`@SRh?WNG)Zmj2MV(mmv_xJq2?)yL3XaBFRM<=dH0Sm%}UV&~I zjQOyyK@rWbY)a(25uE`Cr=J75!A%vd_H-8#bSSLp9^M~K$}eUHWiD`+@_^MEX#B}r z&eRv*vU0a+jRIHD7}LrKG=mkNuCuVUTcqbnNY3YpW~?mOZ44D8;Uh9-t}E0I8S7E$ zh{utHRE|rS!hVRZ?C2T2{{ftlUb3nIYhiXJ&^)Tnrnd;E!;a+(WqP$d8G$+mZeX`U zXGmo&IpP>&N%=s7Wz8@{nw?-+1;w^)QSj$MnIVcOMa*Xn@Q3zQYL$0DuDk0qADuXiWdFqZr#6x!8P1 zy}#k^Kb;2fJLY}Y{-1qRB~Qu?G9ZXPNxTd1^EwP_g`*Inl91pb(Hd%SP8TuCTJK>3 zZ(LurCHLgPX43Gs9OYnc-MkEo>xkNID_~|fkX+V5G_kbL7bf$<);!5+1d}+^Q56!J zAPcz8ZESG*1xqQk1s6A9gwS9qt0Ap0Pb;P>Ku5=b;<`fZSqd7Qh^<3$q7iSuWluA@ zRdTAk(V96Yl}>H!3;HqC3%-1qi!y*y?&i%tjtz|8;%fcRbGpRxUakLq)sGsiWt)X!ekH@NPqiB%~Q#blbb z!sxU}JLHSydSXi+?v$Gjfda|_AV4gDVFvz^Tevr?O4Ev48job2ao;0nV3D9a2qh9w zC7EJlBoHhg&ZVm?zK>Bm-_wp=O|bkuuhNv&PeDGZGQdC5-R5Pub ztMT6x3ZW@>r(d6TemGgnzLi@kx+Jr~=s7T+)xV|4BR$FgST3KA)u3LwWvgw6`Esw? zy=+u$*>clr;64ZF@bZ-5UYF`_w;E&Y`pnQ?twK?Ev|qYg`O15`|5$_XP(!(V>o;k( z0{!u^iKls`k?`ADn;fg)B52fs`O~5p-<`Ze*h@0(I05+&;fMUY2m@PW)>8$!-ZADj zyBhFG0ela-Yu2VY#$8J&q3bT4&K67fSq=6U`|%&Vm~MJZ#{^b)M0H@A;j;evLr1bf zHFy^tR`{l#Le*a_>fCJ>44$H85k>H#9r``Ymy%14T}A0HC1kwq+u>`oPq{$7ThblB zoots@)7?^c^TRR85rf}s`V9%%ja~t>qgLb1E1mI@NoHhzdtjyKMS=~_h83tea6!9dT4sx zykqv}Khfo(gS_Vc=s^!LUxCt!bpmt<#&f}SzU;K?p3Ohxz9)S8sfH25t8k!rtrzyy z;=KevJJo!Uqn3j|>xcSD_|Dnm=`8W1qC@%l$5Z{u+Ygdb54qkM_&=N8w05EwpVw!ojfsvRh!IashY7n*;lE%ai&({{hKtdM)|!drn9%HE5wc z^f3jnr3NK*+DT+tN}*pI^P9OWd93O&kVYsY@e(SrLxj3F#W zKK8X>nMk-JKy*5GvKlZDJ>C;Me!W)nWD?BRACHs%#`-Mh0Y3(FoORR=rOe3Z>#c>W z_?RRr2xqXLo#q05&EM!~=_IC}z0=$b-_jlY1bf+}PI0RR>vVnn zDA)@gNLg%#8O}A?miz&5fpWz7@OgdsAZ-v*!VaRJzt_ZNobKgojCIrrR41^6l{mb4 z^R^8Zbk8VATIX`A+oD_#s>78uJoDHD^BdiSTXpedl088tas!<#Vv{<+r4~%f@I?Cy z=@FP94sjm^iaLJ4QD<({@;LO5age452OO6|;Z%he$hdQqc zYu1um5Fk`nG|^pY5Yl*WMjq6LPc3{}cktao1j$xD>!$+C|0FwR@hmki9> z5CrK)2E@olp(`Xl5Cx9F6@)iDQQV)KgYq!4<*I{k_*G=qt)IWgGf_Z~=R$HQIElRY z_*H+{m4N?gu7JD9i&wES)SY(o1wkG$YBz`Od2a5f4RwQS$VF8C7CP;v**ZFhtqRQ~r6o!>96}IME$~RbN=%7WR82Kip}rF>3pn(?rYIq2mc7WSkEkI%O45 zN$QE>6*%z5wXMd;T00e~*JwqG&LWrMCs==~l&e%{@qQxmsp{)U89V{YMI&4{LH(LY zb=i@lVX^0>f7Q9TWU>?D6`(f9gyWOlZ=;nftvNB#cUdx&Ou)ak#|oI&pO|TWSnao! z=DJ+isggh5)h(N_bTb1NlN&@Ib40!+A5bTKp`8ESvc@PwQ;RQHG0=h3L;g9Bz%ZFL zmas!M%yT*HDC~}h#~Vl}6K{mRmBX_^s*Ka1w(_w5vIr-DXm(-z(d>dtK4)zqFswI8 zpM0m&#)##9{|pZ<0~(PC>o8NFe(zAbe!JekxwPN!y>)$gQAuV-I-QO!>0!oyPYZ9K zlVuuEKkm4+?z=W87Y{1AeA11|k-Ef0PW%(z8OqugfT$-;DvHUD-a&H#%g_PWy~{qa zYt{`n%`Dsp*%G%@i3ocGbY%TL!12TWQ};!c(t7%a2!BEwDEqQq_}DuLvBfH`=$a|` zlg{6mwR+Z~pMcmIcrxnGIw?&Q0;1MIB{3J^Z&`4EUO#}oeYu}bPyhl8q7ir0g-n(B zFR&BNJ~v20kxs`hukXh{uNr%ob6*XdFST6@n3pFHjoLlFB&MF;0)S_4yg19YA*WyP zJ68uD!|r3M#-XOw0iQi&jJDtq7~eW(1rx9i!+!v$bAxruVVM?$If19Ya~X;4JBD!x zJ`JFAKd)lkr(%cOT(YuzFN&Q+BWB2MhvHj_7r4?`%JW;d8`?MgL1Y;Fv)NIG=gqdi z->m=_Fb(mJ5fvP_v?}hk3|&|2@iTDc{Rk)%$koVw`q}YNbosYYyEM3^U7AB|xb)##A$_R8mt7 zLZB^$Be>XSAa)n|`~i2kE0`3jrg@T-+&M590?Al2Zd!kZXek2hDR_ku;Pz8EDYJE0 z?gy+ngmTkWJHLzIIc{i3qJTeVD$C;nf$Q)pX}PH-S{s6=7>_1zte<(jE_KR<*${C#sUFIb4!g(}-#= zwO!;-@FTz(=vrbpf5wJor|_cuhO9&FM{8=2RuUk3$AL@O#_j(dJ?T<^@2tMxkYabe zkqQ+x0-;92yc7(TFaWP}{<1s&WFtaUjX-HC5<0uwM0)t7_jy8Gz0~a4`*lmdcwK7-yN%h_1c8lQ94xnAQBY?IYrl*`i?TKPB8DbYc9I|3*OI-=&b z5g<|nC%@*;Ea}_;UaSTIa3?HgG0B#fVt9o`>vC!3OQyBMc?S{YV>vxF&dowxaj9?}?M7K%DXpw2m zi;C6DsZU)r_WY1Y2+6M1e6W9tM-H95Do2rk?&;21psiD_YCvWmS=I9v+i-*}TcPbE zJsFQFi9nSqrtHX!{;Xyz68>eVKOjIYg<7&EW8<#QyUM$2DI7X+iSnlDkg8j=$sk=S zGu%J5*4kJaYdMu-d^4=!@I!2u0Pm;c@*c_oORG^kky7aG6nNG&$WnR#h`=hzg5#S6 ziU_8zJe)}9Rr4`~7W0ewjp^=biM}y^p7ri%O;eJ<4vSk8ib+Yy?Di1rV#{1aoO~U5!7w*f*1%TP@FqKAowO&-Xgy7e(|S`@_R;Q2^~5*DRFYZh@5939k$ z?$}G^ef+MHhWxl?pu2pD0ML>{%Cd^`_dw7<_#}n!o}$c=vAd3HYek>KxkS9J3autl zak^*i6j`WtU-dqif5*BXB3yRI03eJ{mNaW3C}_*;CLYo6R9h$_>L7zutHIh0eN=ld zBMn&?7UV>{D1>#U_ht%KjzN8hHwy)qp_`-u@|8j^_quQw{)#`bxjfb8y~cr8YG6dU znAn;NN^yt`mSK-*p5n!r(^Sl6 zm4z9GVr1CLxr*>T#k<5k7Oq914Ly^r{A3MaMm1l}dlFBd^?9okRqy0Af2!#2!;AjR z`KfIE_(2;moK3YfWd>8>WH5LS8T5`}wg#wIhyvecAW`aE5DT^<#3u^Nhpwr1#n4W= zY>T zI=z;i(s4WEt_#_5at-r{il#C%E*u7k9Li2vzEGq-t^Xj24?!e+Y3~m}|9upN;bu#|8H? zfMWut@M`$N4dxVQ9SU#CE0#8B6B(y8Rii?Go*b+hi3n;`^4a#x;YUGIFBjE{7o@l} zMxY>5W#Aexbd*ph9-fH2Xf1fC3SGnooo;jpsc%OugkD{z>a*m)=Umw2J@bjIG`is~ zHVB{w6+W8zvkoz&&f4&(*K8PeJ4Ne==DyA`llgs@hrbvp2nVx)1O|vzcS&9AVW7#s zBmW?iT`s5u!GzB33U@ou%K44T=zNz?DqzhRO@@|KZJ8ewfIm0m^>Cu-GnDu}Afn5@ zK8W(s z&;#WU@Zxec|^D5lC*q0nO`#MW-%BS??)#0&ASKm!*5}8a7=Xdl3G4PT#4Q}EvaXN z0Yw&2F{V0*ts+rq*U@aOM51sYrKTg7xCg{Mo-WSUERy!z@*duYEOo;77nP&n^f|XD zomdQ~yp0Z;=i5am;)pEiu~teg_0*6#P=0*X3ve&UxVMq)^Ja^XrKqd?)xdcU+^bNl zw)^AdmO$XtTOj=o)XA=c*d7W3Wc`5FJ6vNRbVJKlh(q6VjD{;7$h;)T&G!R5#P{ex zgS*2MwFr0?FDza?PwOu=TvGo-8~9S?fpTkgo#|4vqbt~(cxfoj^HED-!I1PQ%HevC zd&c1~NkxH69NKJ}l6$*`T?K9dE!@e@B5&E{CIK96uIa(0U?hA!D53nxXH>IgY?34? zXTl&NVRW$iWPPGjma&?Lq~8~AqTC9U?!s7D7IHXo{!kt#9(gl2w(80+G=Zv9;~iI2 zqgk*q%Vu;X`_V6xI&z!4K~7Fl$-{0T3nMB#{AZ`r;a11RSrquG%oW?NglnCr_s}cO zb+TXqYiDA>e!ExChTMzAM@HN-lT+$xh7_eD?u;JYSr5Jy^1B9-vu8$r_W~#udE0>3K=WJ0JKn&T!zwrXdXcCgrFMwxDIY!iqtZ z!w@HvL{z5r0>;+NUZiU8&8UTi;#dZjL9-#>fJLXRq6IyM&c-Z0I8k)en;r&vb$&Y) z>_{f{`co zMOr)l#2@L&8l^}i8A#0x+FQK^jsj{!05qu0RxfN5c0l2%9qwYsZpF{*r9>4Fe&{4imo=AIYp57p!PGi*QTwjk$!!Oh zeIOc+NrVBQZ8Ul^DHJDUk?;$-dc{_dT0O)|E+{n{yO|GR{7HXafG3U~88m)TNoctM zX_^Zlhc|a&67!W)xKP@8S$J)}(%p+XfE8`LYMaADV%kNV59V2b!~%xaz^>q>By(9! zO*m-ViKU9eL3f1O6_R7oUl?v#SKDeX;AA3AcRu6|&O$aLN5K0TSZHH5(7;dVfOaQg zeE71NLx&_@TrLNb%l0Eatw}GM8f{cdIjG4JsFxymC)RPsZd?6kq7;R+0A*J$GI}hR zsKORzac_f7ZTpEag$@AK!TmlB$#=8M(_`n&_V<^?ms#o46Gr}9Cu4V#;ql3o25Z*y zOI+@Q#*}1v`iE^k88dP9RYgt`O}JBnNU?%+qw}Q^bYg`<<;tfjA4VK)G=c>ebfN-u z6qd=&=DJy9cCAnM!1PQOc_9TW-$D}xzE0nU znD%5)j2yjK<9NIBthMKGnQ&Sum?fD$8HX8X9p;2F*qGRdl4+?N9QeWYN_{L|3CfrH zYIVeFygT2-!|MJ*bmw$R*+Q0Ju~qOURkPebND9QMbhb~b(oKuj%wjHGY1_FH8i5;H z0p_^xj~9f(Aqf2tX^{4{Jg*wu0usrm3eN2xe8NMpM;e5=(Yber7YdQ9ojZ76vBQ4u zR}BwL27Ea-#P?!d@L&f(Kv@(@8(9gm;uuo|APOWbfmQMK_IZ4@!>3wDcMxr4x_=8S z0nFZ}%kOoD)Q;+AZJG%Mn_@tWL%XDe{fWge*3&ilMH?GMTtwwZi7X<yBx zIr^GJjh8Eq9D}o(hJeyOv}Q*Jz{Mhu-b4T+X@bW68_A!xSyt~8Ni#&w3^%efpw6jFv;`wx|J$TF&a_PTV_eJMJix~;!yRN5!UAvFKQM;+ z8&K38%K{uBAm9UWlZ;lD%7kdXjJOcj5uOx8&ktuEoOlMzlUGl$e^OIuKjw+u+)J9k zODrpQ-a&qFiUsxv$gZA9j2UX?Q_h))BF(JAjqr|u`$8#XSi;eI2 z+L-+SQHeOgX5uUpoMokqO#4kpRW7^e6VU)~tOZ6xk@rDx>##^w`MEHTh_j`yX5Y{I z7{5w>1~uIFRyGooUTDPqFjsZjoc=>eh9F)i7^F?OTR@jvf#+VuI?iB`x=Mg*eSDz} z&aEeX+G`SxmCUY`GSR#o7@XA~t_!I@!YEfQkok?#tb{=109<$ht(;-pB9N~XcC2I6 zTjy%hPDGf3A)E72XPt~RCE$P~AexQSwV=#RsrvC%cBt`Dkax3Zqc`zw{_@9{17)El z^EG&W)j%nPzLtt2emB-*pl0>!?uA~j-^b$`ddw+yDe7|!#j!9gh_jU)3J63EzwhnA z=xV?3jIEg&ALfbdUc~8{A=x3fas9<{zrvzmVtKey5A$%><614eQh*#XXjjTs*-Ixa zt)}Ska@U>C4KKFZwq+ZrEB;X{hE@9AE~GoeG}A8?y|jC4#`oCZ{w|$_N5f7bv$pn2 zK4T17w7^Y-pLdToPNn7CFvU@Weu)fS7t8x(qg?^)RwT<739b`%3%ci*l~5X>zj8+SuKHTfC0d9TVY&I*t+NmX9%#7f zhAJ`#gEIFL5*t2nh{qiQp&{Yx!H==w(8)pBK5UUY>&6?2XRaFfgAat4neI@7w6~De zYHlHv{hioeIVhd06 z8ZQ*yONLrzJ%kQ>;&MPAe9s%o5v<^dST{dfnbIkR3F1*42CAg{D1{Zd!Hz-fwoF}p zK(V*g1+t&=X(K3AyF(CbK#my3G5$CZNH+n7K_xE&w?yG{4#cwzU?Cw1)w5U}A{eZ9 zFKjH392^pXluXnxo)5nAJ+jUbmP&8)7hgRR;gkA`vD)PK&^tGt$eFXFB~Y-sddmYF z6n+|e#bF!R)olnChd#z*U;w}o)9-VG?%FtjELcQ3lI6&dxq|aF||a=UMW@(UavF;v`40E zJYS$5s%H_J8+#zZuyLm6nlCm!f0nz1;h$6#^v!3=u#{)kDFMP6_Xg}7K>@fgA@5+J zPQJ5#LxB$;qye-1nU})m)(ldY33+B>!2V0ou6|0#3L-z`xf<9puN|x`5&?^znPwub z0@?8BWC4JzkqF|!vX&F1ebDNFi;Qb3m6Quf%z=6AOHBdVK`OFH5Cm^m77j?kS&65S z49&R@I>y(N56Kv~N-Dkzzx*%+Vzg#_ZQW4KMd`}CCZ$X?L*xy~jICOL>Pu6)p0IFl;4vf?mbM**+ z^XYh5>?aJRREqsbJuKW`t3?M%2~{!oM^F}01RVl`5TWP0I@vpFp@Xh}0;+snxH2K2V04ojR*`1y`&k_TM!q}>eX&2` zS_EG&B3j7c2}@UUMMbBlNvg{KBOIcV)SPUyL3D0{L+BJp{pAQ^`GDczs`ot#$sO@Q z_>2B=g%NYpDDt?_Cgz)7H zF=Lj6@K1xDT1pKHi+0)Zh`?%dhwHGIxzvDisSP3WR}oY{hdaQv$m4@VmmRatgS&y} zItg6WmFwk3nCP+j_eue&P;v11xVGOZz4?42XWpH!Zeedv^9(-lYWS5}83f~cDyWDH zub_e>?Jo12gJI;T57&e3{%f1s~i?9IzQ2#TF z!r9!!#)ST#GvnXbr&0WkMz|Z5>#0rX*a=5-INKN%`s0~osmnbB8Gwb zK153nYf;HkOFvVK;0M)p4=E+}ZKp(|QM)4TDG{C_jz_F5+SRmlA{k|QlD9F&HnHN$ zeSq~X@s`dWI=VdtX8`K1 zf=bjaMgZeF!Ca$4!f zjvr<}x{jGPZS6eWh8^4eadiDbUHvCCiajrUZeJg+8h7=|Yyo;Kt?@$Y8LMx}64N_0 z(43+`x)I|}gf_AnV{5Mf9st%@eGa7DLTY3=jN)?ForGc$=9;U&7?XQ{vYqf3w4~mw zN^>{7G7KhT;nV5MQ*92v=qP*+F8}k%^UmNNIKQUQbcIb;@PR6Q@5lMfD1IS-j_=*= z9Qq%3jgha{LGs@BcMn#Cc{8%j&oGT@v4HVSS380EbhU2u z0(ar4ocD~v>5v$MnxYEEM>QpT zq0xMp3g9Cxx7DvuPqooASyCT`5{aiW*A>7?Pu%(}$Ufkp8G<`YLS@7s4~|fPap9l} zx^-Y1dhB)$EQi+d21gp(DPIfLYH=LS0*%1SjELIPCD(@B8$^k1WGDrT;!>(M%JR}V z@QXslc5-JIiamJ(U5~#e{>_GVC9}>;^@&63g7v9z zcr^}Er4HWm4k~X}E-Mt1Sj8-kxsw=mMxRD{wf1;;pl$77RZR#Nb883UFBH)*t^5YI zdd}paap*t#b#-JctPq-nb+=SmFRWG^=lWtmHg0Ey>$D@#=qE&&JO0Le^PV$rWwu$# zqZ3&~n(){#uiNgCf27tmGtRN?xucRM&at4E4>rA!=?@Tj?vNC?(_?8U$;qW>71yj- ze`ey{I;=j9*vo~Ea)8!KZ-^VB4VWa=2E)E7C#@L2Ol4MUGqOXT+CLav@RimngDVmK zK}$`5g=J0&0gz@Pr~Yz8p7Kvl&o(6>%Xp*1ax)QksdMHt!!wNCSG-YWTh_l zE(pgE=|{w>k60ev_QkEplNTV>c1w%Q)7!R{(^`{hALf+qxQ$8cUvZe4hcG)(D>cs< zN3(@eA`J4NjsWjaov=;j?xi9-pqEH-#Q2&~nR|m==c@u)1?JO+g^qSEY2u|*8Onz$ zMtpb!!U9+3CeYmWMK2*N+YVfPN8eZYYUMPuNNWleE?O-mL_&EaMuil5%%e#^<_=Nk zUF)QgOhsfuR7LtxqIQnRNn%}QwOz5f#)~3YmT8%o0vN=N>38XsDp;t%&UxVNM5R&x zw2Jdw%8j2nm6xm)CM%q@){9VY4sY67p<|bN74EoX;x`#Zvnv^@LcgEtpfYWJ(v)w&mWSZuDc{P@n zh1LDhIC5Z?gMSQTG;PNCfL_Df86Kw_bPI+|MiN=(I$KKrI3Ju0p5TR6ywQ2@|D7Oc zc+9=i0sNg92nq0i5(J%0oSiLf&7A&*wI;PS+cgdZANpB8hI?)C#4G9{N-XYE&>Po! zDSrP%^Gpak0!r%3rK@<9LM+7~!zjM=jLGz!sh#NBEq+EWE`#ET?K6sQsRG2qlrl*E zszN*X7kAW{Cc!Q-75lE(X?5`{yUm_cT=srYIvFTt?wnDTyh; zcJxR>;M`LL<{~_7&Ki)UvG_yqiuUsp03HrwTgp#YoUI6~wJ9u7U6jkxkXE=F3rd+eSjM7%OD8gL$%HdO6?y_<8aaV?*PM#O56!@3@Oi?BW ztTN3X)Tt{sPjMaXkL1#Qh2y%@x|rCL1!$+lRftrQIZOJ=dp&V5JPOygf!5euGxVNwLg}TcIZAs1s^)WxBWr zXL=0;YO|Xlc5%S8Vm?chSxR&@x|XM(LX{p?S@ zc5T#UgKzMl*8;&jzhUDZKv7^w#5Y(7DNMNnEiM>-C?(Jqrx)pgcnv2B?OBb0l~**D zn~kyO+4(i)zJ{`c+1b;hV z`pH)5AnG4GoSyO#*mfJCTp$}jdX7YlqP-GxjVYL{EKR-k>&XTe@ohkjXFwO0oky7N765tGu#rOfsY)Y3NY>PL4Rm)W+z72#tncV~bplBr#w9 zc2hVKJe(fBUkn43e@3e375nQS6AOmbq_p@Q~ zZ#0q7oY?D_O@IjC9g3YiA*=Se5gHW*hnrp?M`Ob_WD`mrogKK-UUZ0RT{kc+tEdUE zJnht)unkch7xbH+P6(Mz+nzM%B_Q{1D-jvn_1d_aI?y4#%*(d4{WaeAuDq={;Yv1;ko zA)T|4^!rU<-5yveyVt;2Zz|=hz8xbjd)ho%7RumWXqPqGrw)iCE@};7R}2m|pILA_ zPyp4X+gt*iVt0pT^(=p}pk2kJS4_eRPJ@xgto&uAp{vrB0`B*W)pXrRVC_ z?#TfIaAAV|hJ|Yba8e6ZMS)-CRAbceijYn=i{=e;GxpakpI5IV7y#>#t_)xA^fW&X;>Gez{YqdZV~@2nSOnHzoTXP_czv_bpj^0WB@zF zIJV1@o9YjKSzZ6AKA!165Gxm=a3M_v7=@b$l}c&{gvK`@8Hxj)lxd{$EwZi*|GVLX z@Fqy!Kab1qS`&OF{;rjYO;egWo(V8i0uHV6w+orru8Hhud-&x4m%_?~Dw9qiG_L+s z>Z#w|O{35LZV?>Ug&J<8_+N!z?r*@&<9i_2EwAfyHp^^+5U}y8=P`X-Y zlfwg9;rsVaV*hJxsC>=89RybCZ%`5M`={G!Y5yS{5TY_1x#U}0{lCuuIF;MHAoxgN z2aNg!o2oqd*TlbrK&igvg#Utl&7#dhC&ib?WhDW8$P#p@2!P?Rg+M}OV85255djib zEBJ7h5bqlh0y7l$RFHkISV$7)UiMjzCorbqgfAW--l%n#D*c`majY;)+JEg$wX*;- zH2b6}t&!X5dzSIg1@B3E+C$t=>Hc77Xrz)$wX$F!C_3u6MI^vU=nM?V^R5!NTXf>P zCV*2tn0)qI!$JKDb?C}-H|5Ck#>md~VMSwwmDu@yp>tD4>{ai@Lxn#asHeqjs{EuY z#xUzfoRiIs>f!zfIXdRLdGq^~iApbnn43wev{%~6xJ?ZUTp0gP_bGjUH6M)M#f_zJ z%NAbiK+=aQK06FRUPb0f(!kmaLEoXv98aqY4r;2v7g#s5&#_P3v^#~b9T&%Q_>H!X zV45(qZp)rQCu{I|R+wo9+-F;)3tvAENlEDV+V(JW!S-i5#NZX)^rngBpLcT#wDfjv zEW^gy@Qg|tWyQNskePu(vQ7|xt;vZrX&aHo-aQuq8r7x5 z+BgbyE|{I8U80#^hKe)4grmvaXwVi@T%>Sg@!GcbRB@%w)wgI27&NW?cXa0>tcVEtEQ_+jB}E^2CO zV&wdv^x(M0hTwB0^A#}YCXU{zwpTtcdERj&lTnhu>k~>bHjqZ5p4hPK?Sl@DR3M?a z&WhPP)}=qAJ2Sxa*t*p#n*T)eTjs?5QhqbqM}8zgxBS`Rl7D?G=i}5%gKjqk!iDDO zGivI6YwP3vw_Rr?jUS}RVSqnJ=PGIc`qsXOBP*6kznB=27jiklpLE?LJ0RScd(Ubh z&eaoV){Izkqjy?K7lKBZ*&5Mz8m3+Zbk^b%krDsqMGKPK^B6gN@dSz7mT^o8d6Ak_ zDwP-LF+9Cg!~6BEk{i|h*>vSGn)U`LRQ!X;CWB!_?ao^<@HL4MPNG;P%s@DFLTx|(f^{{tS+9i7PyA5pvaay=X z>8+he8hH!63J?+zC=l<@eACJB@;q!vrY{@WKdf$%I>|Zy!uP7N+=)4$}f5?nG+6!&LDjnhF7;VkJ1Opa8mE$@W0;$;8!Bx%hmtfZZgJ9Uc2?qI_U|LYSmA(mP ztxcB_|8CFuFTnuoRk|15X4G3fX@+s>*bO#-ah({9)aZi?G6(1k$?-*yn4UxN<;h?9 zAoS_kCi9q#8qO5Lpty3-K%rr8pt&koHnAJ155XzGT21twjyA&(u$}m(%uIMgPT7Es z&D++lXiOi`;`yVAtO|cM{_%Li^IRS9P)Y8@=%E`g5*OySE9aroOptHcVl-T@ynII^x{u$rk z@{Ix2KihjG`>?9)km@u$#Jr*_vL+ZKH`pr$Y{>=c%rU+(0QN5i82m+<+^$Z+(0?%i zr&R54P_MQBTyPUm{jT+m9Su4+*@`Pq3KJ*%w&4E~jO@PzBleeILXsd^X~e$?=C3Rk znC~DT`i(`i4BxRCEA*RJKE^w-jXC}$7zfLge+b6@AK5$9IJO*8-vq<|FTt?>OE57C z8)PZ|!{4@?{0{WcdOIY-0U_hR7%jiGR{yULIF;YrAQ=1?2V#{g|HT2|io}0#KztlK z>L%N4_s6sS!`GnZG8+M?uN&oPahmy0NySNe6F@RsMdi#wC<;WSXT!{(8T|#JZ!d$iBdOo0IdugHuo3q}m>4Bt%%F&x-c$eNj*QrT*{2|;veeru7 zBhyEALFuSHc6F)L9Sx6_lMG;8Q*}fai+J?|*RHTwCMxNn`j1%#3ET#*S}yOR74Gpd zaMS2+k!OcaYY>jB_BEn9afp(SB}J28AQder4DzRqDX?O0;mW46+qS=2ML@lZvUC7v zf%YjwXztn?5&LAOsV=S~o(kZP?F!eQIPt|!5s-0}yP;b4VU2#?Q|zilHj6M>4MU&NO zJJB21+yBQu*!=Hq{%^3$Qr59sWkB)CZTdnuz|B$+(=ygpRZ%9d299X*dCbDDOI=R& z5vExq1KuLYNcRp`Hlm^ zlcehEE31_5?On0fEtF0c5W2QHfx^WSz0LPIC6v>FodVOO{*XG_wuma~P2aU{?(K2x zB}b0M?sP2tG8+8V-R+w!8)!e*tHy-B%WNwrp{~W`RSAMJPQ7`&{8>DNP5)up7N{VN z3U+MFHstvbWByz{E$NoXv~Xw_NOK+5Xiyo#H*INDN!>io*OCeC=qkY?JArh#* zLH+~W>l4R6Yah5g&ZD4SmJi()uJwk7yD$%gE7|Ex8LiDTQBQ`L>8Z>}(bl^~5T}z| zu_$)YBP$O38gfFLO4D8ol>41XmS`+%)!9ffgg$*!8ar<=?{}b=GOd#j$CT> zGaeobx9L1wvn=l{T!?7&sp*qNL?0tx{8{7vb*PYANq^GB4V4!-qZqogL&eVB)BgWs z1^3N)zi)x|7|ga zrDM-No$dpuWEW>zlB#K_1Fq*6O$T?sf^9_P(FklkLAC&Mvz62~oh)Z(UQRJh$@qD9 z1X0ra(`!sHPnkHe1wll2{VBr^gyilqjCKez%@4Yk+xugr0=<;JRs=N@Qv!UOKSn9v zQ=+)Rvr*^rAaITasGk*#xt6;>%GNA+vZPq1ou(O*8=0=_QTSU6smDF82KGqTNr#P+ zXu2K4L$v?>wc-M}@7wvnRrqF*ymd?c1JZ}TOEg_{NxsCFp*{^{TWl3~^M^pMbCykw zM!9vWIP5uiTh6bD%}kE63zNpS&9&?Al=$~#WSCMKEj?Wn%tq>(ykzjL3W_Nco@)0u zy|bUCOLwAkooMyO)|Y<66Wo{lH2^UUZ2E?{;OoY1IO%au{N+^PfHNI4va$W`uLx{N z&~l#_Wq7v7+xs}QLBvBzfQAu8ZJ0OSV>>Ze66w*5;)-=uKiKoycsdZq&4*Hs3AC65 zH*#T~KgakA<`79Fx=5;Z5#)vnqNFWcmzKY+t-1yAtc6a{W;3Sd@>VT-Y#mL)WV>rT zrGmbH=mVwarhByuMM0*;G}aZFwOg!9BSF+|y;6y74IAO|D0?Wol~>EOn66l(T1~`C zPR>r6;jZEEyE`AAeXp>&z)({uZ#fo^7*~1y(ZP^KC%I;ziXkBbWFaZ8;d2=zD><<` zMU|CYKVh(*Z+$Gf`pA+7)#IyVUnybN)zPC-lxe}MNWzu(dI+6tg(u1 z?4Rfw>-EsZ|jQ zG#A>RfVJ)0^m;~;-u2vApDB0us53s2I$<1P;(a;hrtx_)CkRIKo zLqv4JigJiEUGSKY?1~yzFJdOjsW<#Tk=wQ!AYw4G=IKq!Tsg46C048NIC0Z)L0r~j z1cZ?V>((AS2GlcsQ?8 z?8KXvWK9tVu%#z&&5m<0k69`#t`dCVZ(U$Z5h2iN;^!%LQ$f~!TlHl$4>1-?m&20j zVi{vhCRO-xCt;w6rkNtR1DNJO811GZ>GgPIHzK%Js1tsLwf0)%LPSGrJxo8Vl#e;7 zc@*(#pu-T%z!S7}6?sI8@FGJHl~z*MZ*r~;qFRTwQ}kZl!4j!!eQkzukeC5B#B<~Y z0DAK#Lt)A(OVV0IQ3(|CV<28}%&xKL!fca4d^d`F{H_#Reyfd(aQ1}d2dWe)?aLBR zzou3A*5y!hP3#-~!JSn6xG1yv7<*fhEbC;*PA>ez#xY%^Ex=QEV6cga*qwwT(W4|g zK~_K!H72K+6f)6WVs+;Lk{eLr*0g;iyZTEOfV?K#}1LZ=r(@75&xP80GtP>K{;6lhNZx!2u?Zvtb5shOTARN{YgbaQk?P)=!uF zH$wxqws~{=NVHUlGtn&--{f9lY&G_$dyf9_3Anc^r^(x>Y;^a!SDhJJr2p7&mnU`m zC8V4fMrwOkvNz6ev9w0FAfs?z(m|a=f?g}TO_K`~bl%GP zF&@biPs7w!F5jve6D$4h&o}?lrgVo+;f3I5?s`Q0=K$cN+!lsWd(G5uI<~D&$Rs}K zM_^gXw%y2Ff-p{l@_il@y~D(48iy(L)$xw`dj2;TYs-`N$b%7|7&3TV@b+`+58Dn!GRw zq2DP$$%9!}-vgj7A_O1?CGPOW>-*mC($E2J?-|XNW=Ra3&@#ypt%C_`td5Cro#Qq( zZTC8IVb_t#XQ1vTZ7#`2BPLZ(6PfHz4v;d@Jd-f#g5c)X2r?^grR+}So#KIL;V^c% zl;az$Ro+Y6+xKVZqm4&L`%jEF+~;tbil^ME=W1{AjhBKOo*)(RiLoo65^&+p;+R@3gYQ4kdv zfe0jq5p3s6a2FOH5!`RGrzBi*Zhwt{Nt38R1gKlMizJT%o#C!Z9{L9$m-5&+fsikn=Mb_Hdt0O3B7;NoHpZ?l&7 z)kaHDjcL;tBLWTJLf;k5s>h$~fiv0Co4cZl=szI$7UznNoZsw_5@3s$2U@aMdg?O` zlBlB)G#v`a^dCe7t3CB#)GgBI1riGZsvPn%&I&AhdG{a|HH7?|NH@LLaFpPzi`SA< znL#AUMRP!+D)r5~lsjz6eQvwcE`_%OXw0G%d4cn0i)U#JZmKzBy@(HS&!}tY@Q<(V1IT){efv{ps?HV zS2VglJLl1`nE4g1=L$Exx1Ls3rtZP0b%dd>ODiQb*iLF8A{){e=My_)a`rsY3=qhW zgIHqgSO~E1Yid098i6Clt?5nb5!Qi^D9my}$rk2nIzGH70@MF<3oyS-5F$tq^z zNE5&6xL+lNW%vm{yeV6zh^w^4buA#kRPy-Xo*)i5M@dEK!asPKTVnyXIKfvx^0oa@F4u97ZDvq1DOXIHht&ioC&O{3-7d&?>=0^ zg-@tKgXZn|CKOOlXU_Yb(EewPh>X?2rGH=H00jWR0e}E>wRJG2`zKJ0ZH=6*zq8(7 z>F&RR2Jk!Qeb@fqeN-ln%l6YFh&+kE3+?mR_iKfs5TcTh;33f(YH&;yGRRo%VFGVl zU$i84<-%sr@H8D|V{YBN42tQ9*lx>XX4R2g)2AP!BSF1T49<}NS23=i~_}Vf!ebaFgOuihvGmZ-hRuPVsNeC zPBzlslOL3 zSX07m1_eb*=`QVE`O&zOF`BsyAO|%`O$0FBF6`Q@B5cnXdN`Q(Yb&D994oX^^JJLl z56JH=vVqF?tqb#bxz)s_uBjf-8aha{JhIR|R>CoTTQy1^UBP#^jn_&=MlcJf%r}OC zSkF()%5f&MO~e-FO+x)^?Y`MIlAX?wqqnt?aowCPnaLIMBT{!Z9?Os#U2{cLn2ojT z!5;dP0am)hI#)7yBbNt(?S^GeXff;LPdE+y&_3YG$N|aP6Ii%4kX}BNyAd4!8gI7^ zx^IX4pT52Q#bzyp4FG_!2>^ijUE^=x{&%lF*Ew@o6HWf?R(XTtsT^Bf70;*8`dt8% zcFVF;jq6EcTURE%2#O?wh-L%E&u|~3ylLQTy&$cUO&SwVzH*g$2?mIOKnG+ZxvMNn z2AMnS{i@yV*!EVV_qE%)t1bE)`T0Wh=T|Oa;TF8rFrPKs=h?+wX9z4Jd9tmR&Gxv9 z5z*ezQkL&WN_TY3MK0fMVGacI&hYSF?UoHp0tvSb>)xllhibVXCfk}Of+YSG7D${K>5UIU7Ap@mCw7ph zIZp#p$x(|eqre)tUaILY7bBFH;Wi;pi;&|uqXoi`70QM(s$1QfNjU0D9&V7-?Z42Wl2Gn^lvvg|0;3~XZZ4vPF zt&>VLEh}7YW(*$UKfwa%FV8_mR!sBs!&(ZVoBmw{2C#zS}otJ~hYs%(zpNI;oA-1Ge{JKxSAKdBw=z%3_ zaJ6Z@7`i(Gf7T128^E8ed4fAhDfYqnN?(*_(-i_P^sYGL+1o30WIP>AMsGu)_wdd4 z==JS)Zy0qRyLS@#rGiivNRl=??H(F@H+M@;gb`{?5fq6GP6d-N+w3))K(rW;^5|o8 zJ%H7Vd2*955RL>h`CGu(5NhkTNA#)-5>M-ci6!cA)2u6Nv&{5Pl2RRcTtEsezzmVW ziV>1wkv*|`+)2K_h?<7B^<;WttcX+4@v%AXfIONS+EH?jDF9o8n=Uu0tYjQZcQ-s|+3BvWFFo}?B9i6a^ zLk)fsr)}Q18=l_}QZ&huA_DDg4)SX(Esxpo&kxKn_3Q7i_Q4O$aALDwJI8Kfk@iAD zj?J5G+c$Zx?#tA8sdX53;}4EvA33EuX~dc0&#SU{;5|!3f>*U%^{BZcMG}dL?s9RE zZE$<-57&1;?uZ%NYX2d_FIIhp?2KcQ8xf5(m!irEPoz^Z^C{bhcoH($guW9N5-;RuAn0OAz7_Ccs?c`yqi=18N zkLKonrW%gWVo^oZv|30F8;zd=zfd3ISZs~5tfcj^+(51(p7nUXQ;i)OMzy(lcEc*L z1+}0OR}k>4&ci(SqKGsY(%9)?dr&p~Ve6e%srCW6eucd^z7AkP^_0xQcssSc;d+Ec z)QT-S(sm9Mt>n82WULO~*QkUqTTTMsk zU!W*D=onk@mJHAlY)>j#b8lqq00mE<-wc)yv|0utAjvfhV0@BPam<<)Jq&1PN^lWv z%jNBNA1T76iy>T^A}%~F5Y@LzO3y7pRz1MXX!_b0mawF1+^Yu{0-H_kyI;m!wwK+0 z$P3%NtC@0Z{(jEWhToCJOFtO16h@OGy91S=6|u-n)za(|Oyf;_G@ctHWI(z~A;D!6Maf$miR z1N{Ph91B5o^yh{aeT*g0unBienY_?%#WR!~kNL;0vr_!1<%&VkM4XhYc5_FY`K!ld zhaIsyOZ>jTvp+j55ccLTRB&Dp*{D!n7!e7jv-AbI1GJ24W!cM^-q4>ca)fK3rr9xHHa(@Bek_|_-SX4(!t>;g zJ4aK&wY%>$2+)X0j-Y>1?geT@hi*v?@Qqv2JnN z;tsxJ!S0UqTMv#m?UL$v)?-Xpf~+U<$1mwcG!CkIHSN|HKCk;BrC9f>Z@%bZ3BK&} zx|*cAZ-j5z`Y|V!_%?wW;ds(2IZ4A^ginpeBOIITH>=r7yN^Q;LB%<-7&ZtfsVZ)| zc)!>-vjdNlBL85bMJ*d0M1sH!tx;kmWJ;Cl0{MhGs%TR9A#eM9UHb5h$!a$Hk}EyO z?OSBX@<$m*u0$F6^o#N_) zi8-r*@Ik#<6L+3YnP`W5KT&ID$Gy$Ls__P@sd*)3nK0?nk}gKFjG9fA0PJ}6(q8w{ zq2LBULmm?_%|yLn;JjH>>J6Nub8-?YScX10=ZRsv$PgzjUyBbhZL?d7o?#1KYb7R> z1q(d%ooA4N=A=;?WW^GZK8ve|l#h8N>6n=%nJ;9deE`VzE2Ys;(y6G96HZ^F>DYXi zNvV_sY43!`QzOOrYR5>52zBGiM$+TM>6HV<&_RDwm9TCtyBqQPm-Vs>Ej3D$!J3I{ za4VX@n!%m!Y>#$Ujaogl4{d)F?Mt)4+I!RsIyGE2qF)8_!RotXc)=Om8l$Jp3CJid z^qSVMB-FsU3M1-);$>hb3gqG` z_tLr!<*Te1oi1~u>@Kc84;2GQz34&x{ihSJY$=n4qo<01qB$?|UM?DOuOkVrjj)>S zz(jKTl2L!GQo=u~bpBVec9{TX1tPeOpwRL=@vWaPwiMIC`WB2N;A@oX>fJtWE%l?La z``bcf=I!NfDQ=)#60@(~oXUbZkfK^j1M}@L=qt}z(dj*=3d{HqPDMiGBuMTg`l$ic zbbTYgTKrpHDKMA|C~TswQ|qPp!5&)FVOvta-FE2lQDlYJoA| zd_Nz3!>%itC_4~cbkZ3&fII^Z8qeoQ3DFa(N`0kh`FVKc8D@gWnNdCKAs~LjwA7u} zzt;`?EUU|iF-zykDk~?~RG^b+@~m2%1zx2h_?8{8;*XfnuB;Zn5RM?W3>)1}u0 zk6JFi!di-#*K9T_hBe-%k)<=+&mk1dA%1d(+}Q)&@MRFIW^C>&1FW@a+ioSs$p?db zVl&bpI8wV5T{rB7mH0|nh`HnZm3r;JvH(wJ?y-zBCF}skJ{}_NIT2E6A#gCN zcR#9vXW$D-j%k^~k&G{TPOt;`5dChPLe=dd`;bupb3B=trCkU<#`|Z!3e-x{#l5G5 z%j)_9VYnF9B4TcETCyTU7oq3tmhgbS~l^oiq zMYw4b*h&YRz>b9lNXyGPTq-Hp@hnSII)>s|-UE9OU^->Hck32DvYRs6!Ublrr5#gk z%Xyo%^^K9RTB^t{KAM4Vsv(s5`yHWm)A}kY2Ei0z7dr1@Mh{D$tyzYqWpy6Sn+%)j zzc!|B8(Trg%nVjw69}Nzd|%zszc5|ZhPamcL?+F!>Sm@Gp{%1BG&FkkpX{J+F+`@b zHfXfL#TPTKmV}LTTXo0bTqhdPb86NSu2FSxcxB)aS$Ww;%=l^ncV=(7F0_aI$w7e# zaV(;U-Jb^WyZMp>0G=6lh*0DdaI9L(ae0%L?1(itMW~Ie4pThLhd$~|S>G0pR?7h< znElziXyID8P^RyCc~03*M>eXD;emg(msC9%ZxLk{Mpua4)nc^{vGX$*K+hM2p;$(8l7>z6J#1F9NXRoZ1mG`wc@gY7MT;!UCiKx>@iCE zTnbpUt>58|I3?PIqO=}UNmX;b^;HypUqY20kC-ttt@iv0AY4Gqkcsd5iCI->_T9d^ zzvxoF@o_|Nv`y$?bP)!0oO`tkn7I!z=> z57txW0F#UiE1IQ6+EnM6kP_`5%iq3HIgT+4L!r#m&~@_o3F!@v8>Mbd%P)(ZY_ilm zVH`}9(9v*+9=qz7M#Ix${G>t?wr~ooKK?)l{tQ+UXXc)!`(Ywf7~6PV$k|#RpgMf^HlBvB_@=`? zb)kR!!SD8Mx;JNGGE7#*niSbb-zLG)3Y2aQNC-*9mngyk#g}-0?XxH6AhO{wzNX1v z$M)~K7-D>79Evj;KayY3JJXJad^9mY_BT zHAnYDmzo81m7_vNYyo}3LdOT`TyQvAKigXlMtKwy03@gpp?J2_5ssT!LLUS|y*Dc8 z6{%cr=Mcj^7tfIai)xv|F$;(VN9!ph*%xX*F9M4OB-)R*1ua5zPo+P zh5O-brbv0xi=aKgp3A83Ok*R04ED--2t z{cf(|pI|-J101-Z1<$g@t3VS4vI-!&5YJNn=0R+~TXMkxno6N+5dp^tTohVV0(7zV z0!4Oq+%JO(#fqB;ZrYr)f2m8xkoV}@2R^0E^$9c2iS3D+$^yLam?(1@W&!ipdk|nD zOQQPr9i4_N^<-i|T6RG!)HBMgL{;Jd;VwF7T`!6LuC6n&yHBs>Mv3yfrxs`8zmXEI z--Ur#0R35pNcsB98%E94jBuQ_g_M-DVuW%dtqL7r;%-KVl{B`y4o_Zg4X|{_?f0^q9oa7OQYOOIfcVBA4CfoV% zNuvu;37~EH93QELiRwb1A^f$dMM7UF|Jhw=??Y*+c7dOkSZ;h44mKgY%8P^tN3>jS z-X=kDxpYp6tLbU{EB@6~gu>w`WH#s8t^fxD!+i${C_!!sD-=n{ zQkE{iMRB5`)rkLS z`#Uro3fAx|)X;XslTgLu9S`C{5xZaZbj&CXodGRiTao?gVcO$dfAQ!#pET)~x}6(L z8zbzSfk?iT79Nh?uo2eDVDlM-(GMplQ6ou;yBxr#8eHHx+)8Q?ZN01NX0f)!{DXQa zVU|j=V_%OM?J=Tx5#agm?de4JRK#QX8IC-e-bsNmTo*P%C@A8H+$cB69;sP%IIqU% z^|ZTCP(nVLBFhIQTgwVR#+R?v?@IXxKdajlf5f#a;9~|4g)%4lKL3U!>ueV$IYehj z=za(8OnFRuy_DP7P~&ayi3?LEZus>FDz4=Vo_K_*0wk+8-UM$1X1iRhCHvPSM1+!q zqsHwnR4E3vd-58n@Y1ug!D1nd>cv=iM!Bj>(CLScD?VprXc1AZ%A1Sh=)R2MNj?>) zOw%5X9#n9Y6@mRh3yNX_*B5>w8~74o{)LiY_TC2KOJ*s){J1wZ|di1WMrkJ zCviN)QkQs1tTN@2Vq1A)SwzYHNHq29aR7EpisXy)#M+h%4B56sa$$)ELa94mo_7lu z^a$OxIIn>7qK;PP7uW7b(xe&!1^q)AZbYlQ0cF1p6=PMpTtgop-(x~}K==q?N4&i| z*R8w#P&ra;9!=CeKMRr#PdGxO24mta7RnyvoA%0QfGYJqu!bBM`vrz_OMQcckE&UR zIVSGQ`is>Cs-uSX{iOfehw9Q9NU?cWi67W*sZt;17Hex9L5mo5h&| zEU%LwGc3dO3z2{bVYcW3J0#w{?yvN4m<1Mj*8L2B(<%Ldw$o-F#YI(T+5ZeXvJ7H;#3$Z%~X1; zDi19o8C=v0(zO{A?1HL4I}jM{o;8T;wk#8@Z4kDW~8FX?v+$SD=-L*j_CN1YeZm6$w+@7y@pL5!h`R z;A#L~y*QsKFR+xr8N4$t`J*|KP~AE4VV8XOlJu}k_tzCYK2bo0G;P0v5JXi|YZ6&9 zu$G(#e3A1gcNqbr8Mflw85-nEdR9uujycN}WAsTbADl>A( zn55N6qFH3pEdyH}LH2Liaz6oPR(d$a+3h5j<-x(V+vza4sw_3GZ8q_j!8=7dA(PL$JIr>G(N`)c&+Ix-dn?%_6$)ec{p4z>1nv=ps|q<&kvgc$iwNpq-qn zx|wKA&@1&g#-07{5==coac=T61oS4{N@J*71E)CrRbAy<+veL7RP7h$KKlQW< zl#ivcBhT@+jG|7;f%CM^qWdM_Q3buPBLYPG3d@v_pW8aC;!893dgqw9sdTMB=slbk zOz?aFWt8af^+20f&TzrazfA>vkr;F1r~1jSQU#C{hm-rkvD{tc425EQ#O|Q5Ze1_f zBtXJP!yM`L=~V!xz*~Y7O^*`2LOdO3CT}2nO}-Njv?w5)-!vq=8Qx=?dm33d!wkIt z08pSWXUQ$G{jkK5+EKKuy41I^qkGN_ZDrW%LD z&I}T~A5F~u7D!QgE2(u=op`~$00EIzs#dxqI07kyEbSCX{Ut=A^f>Y`=X=1z(mReo zxQy3k5wb@cNf~%WprN=fT5Dvi?baZpWYDlUK1m_AW0$c+YlKA08{M~qz+V2c2UAB> z#9R5*@8W_T*i>HdcJcw}vY{@*pwA+-k_vAGQuz{>WpF_ZM%dvJvC1$)STZrsg|I;J zDjgND)J)&Zez0zTlJS&ndE=-JP1-x%R@WGK){A8{{`HIsq1It`87)t_iuU{5vs<1O zK$SeSO;XR9(qSDTUw*9ZxG^h@IClC#%+X^OQE2lc-eY5L8Q;PaFj^eabsnI?VHZPJ z#X^VEQ@j+0VFCKurQc1QxNh~N|KoadQJF>=MuLjUkbr76ORMIDZKqGurDZ0fkae7H zBR~v!)E>7suv}ZP?ES2q7P4@UbnB`@ zE7iJ0Z=s2J{tC*Hkq!QLN?_z_6gWE!CM+ya4sl+C2+DeB6q<8cMf0vok1&uJzx`p zXAzdXET7LmC*h5~y5|Sj-)0bkx@;X{pyiLYT=d4g!fAy&Q&TIZ7(b}48_&8NUd2m- z^s@K%g@<2Ov2-~MgNsB+DYvTo;V>yga^udQP4vRl6n)^&`BA$*%IhWD_f(HU>czIDxg?3nQ>Cow`z0LBANfuKHH^vv64mGE9`SDbD~PNWZuf8PCXyY7$4j5 zxpCFf$Z@3?J9d!m=sIf3w7LCs8+K$@?dbZ0x@sXff-N_6c3&T^3U~F&><{!vYW;=e zGgi-%C8k&KFLR1~sd|h%VcPIUjIF(VcmP;q^;wWI3(2A75Q@uPHxi0Pm}}17B22FR z@m9h~XbHU;<;G5UB^XSGf~V7$rk zDX|+HVH}1h3|SO72|<)O$9KP2sEbR*(`DzB*I!b+s>eS>aHXkb7z>HX(@i6qEMR=n zR8L?&U99Ro!JXMF<~$;B+QdhoCa41Okq%RDII}5m)Z%b-8QeY2)r$*A>IIhc416YPX=t>boWg*aZ*%WA$R zSs{)^xYPR6zWZLy?)mky+d+{-*F`d2PLE=~5wR?~*06EYSM4c{iCs!b%vNa8L3++3 zfDiV->9|WWNJ$g5tzgDTZ)ca+V+xC;?Jcar9BKz8}ESMGtM=IGG*q@JCU08MV zJ(S}4$Ldrlv$F4A=qE&&JATHz za~{)gr8b#~!(*95n(){#uiI|n3zF-a>F3yXToDOl=UC9o2b-SAbO(sscS!PFY0)&4 z|}$7*+FZhHpC3k`b-jP0%6~j5>|{~CNiqD8Q36C?H&v+ zcuQ)Pz!eD>(30a|VVRPG0Hm17slObMCp;9Ol$8tWC4Sd|^)!Vj_)moEo9psQ|yNyciU9q2- zgD^W#Eium?MYDlYBn)t;4g+sf8M8^`>ZT$)pc7AW!1$V0o_&K{=dA=;1?JU;g^qM8 zZs7T$Jdg)fg!u3Vgaxj|MWDIugI-Kny8UbQ9erQ^tC_>hBDEn{sBpD}5DDdx7!^|R zF_$Lom@7z~XRVz^A{mhpQ3Xk@SoIu{gT$)z=XUw#8V`yN1nDCh&&8G>#^Kb0qW;e zXU66}Swz^6RDV)0W)6){YO`POb_~(0GYeC$6B2%aKk`v|nRdGz!#a;Vneo>LuXJA=M-g6<-ZtRm%#=$^JX&*yMl;b?V> z8=9gyUtW!-WoB`EG!E~ZVdopc7*3rwKA_X^a)QU{1l@umla@f1zRr@=Kh6UugC}^Q z6{~mJ`_GF>`gZI5ihuzCC?WrCF^Qvzlaqywnd4t+twD9oW{n-eTTlP1cg7J{qRGfJ zh+SlFpq+O2!Z67PfHcaQsKdXovPG|3NHG#?05+WV)!5-jh$9En?ZO-Rl&IKDu;g#a z+Xxy=|56j7L7yZq_vOfx(GhhbtiD1&6$hY%j_%Ko=89^1ecJRiL_r9pYmX$HN)?gx z^jCn)ROmAPTnBO%aCMoYO9lJP?ccw#k)3Xxf%NRFyTW(Tt@ zDMD8+O`$Jjp8J>%Y;IeV4F`n9?o>;Ci~y8F{-iMT_pf||@DK$Pg1W^K4_ zZgSKzPUcKVJtDnlyL-CgGE~8Zr?(moQIW4yr1;K*aRhFlLpG%{*VX(>%glvGPVt3P z2nh-8b4bvotWX$tUR9U~AXnj?WH@O}lD`Jtm}`k?>){Kjs+4ci21%e}ANQOoB&!`96&B)K)bJZtqe=a+`7A>o+Kkn_*xjd9 zJ$rtlBx3O5HS_Sze0==<(8g!#sNbQhqn)Rub79E!5 zAKG(nnl+?Od^=BQZ`JU-w-e0q3*Z@F%a!tL&5|%E<q(`4EEoh-!UE34>DaHE(N=yM7}Gy<+$<>*t(obN;(kww&4rId5Oxo<4h zPtXbNM5Aa0b{?A*jmCU-y6#5$eKXI#{v)o=sfbm8eJ}Z!qX`*gW;)ke50dF7H=827V zPv)2A>(V~&4@jZ1^oS&i!b>iXH)foL&nx(cVw9eCK6keR&I;4e!F5Xw8JzV*PQT|r zp7e6E<>t;=P|ARTcJE1UOD-A5RmlScPU%GUi?04i4%j*7#gB|{GrHpl>)tl#;yzPp zx~FB1%bV5&+}OFD9~vTsqcp0E>t#~=;)b#Je*_2z5-1FwC|1u2t}=Mn;j~Qz+9kzUoQ!pEb`F>3y6<_zD+X3VTne7*;3UZe&q8MThrJ5+l<6CBhy<<4;{qdVYfK>-m)GS%Q{`Hzp#9sj7ET^LQ|3Fg+9=&(uVwxLPMYV7=^& z6ue%E*2>Qmty}7_x+yY*TG`~_1p%h#1})96&<|&pJ?{?(dp3VpYD9bEV@30nGTbj9 zfJz#)AJlju+Wr%1X&}MvhW1tONx7hT=GWXm(f7Y3u5 zx0$hDu@Xo}#-+7vef(lr*2hmW)#=87XmZ}IFg4L((m=JuP`Pw#pT<#7+O)1(y9ZXn z=GiyWolN$M{72#2qUtLQGX+~`>> zm_)N^pa5KTPj8@B81>^lG4G5t|E)ok0M2E@<3lo^Q3v;wK!B z%{DjHmL2LA>p0dT1nwJ`w8zStdC%te?}?B!&f z|6sAn+93VK$ON|mQ$6TzqhIzb+0I8ro=1jb-XS>T{_oaa2g|hYZ>&6O`Au%g0CtFRY?dW9)gOE_JN{OE zG{dhiS~f`jLW&A70yh^bnbZ~tjkixC7za8b!$|pCWNj(_cf$vvO_1EbZB3;;%{yB|GEdjsqE$j!ABe$V8kSBveNipCY}!f zrTUf=ItlxlNt=mIiZ6%DLIU`ZDPUjj55sN)frLuWb}dUI3?!tQ|KTJq*3%~lW+>z# zFY{jhCqam7*?T#bz?gyqzNn9QqsC3LE>Cqj##}8o8~$M=AG@ zz&!~MJBa%UT{Zf;dMerEpBD54g-30-hy*xs?Z5nUy(-0Q7ae)83E)%?#-DxHa8SR3 z?K^VaOxZKNFtT#IS6UUdZc)Vo7s6lYJf-Wc;)U_OxUuwU+QMt@OZZU1XM+LA zEzdYf=v#Xs=s9$rpB zneHnfYX|Yu8XrrQvKFrI-g9O~hlHuWxOs`1lR*l(Y^s>XIb(rqxCdM{vRCBUs9aNp z)B4c@vM8RboMQ=PeVHri2p#F46R) zp~Cc};8XzBHq`pUc|2`h!;jgW-zwUU&|N!LHdnVYY2s%rz$G;H$PtF5$&s?pWnBIW z7)H7bdg*Gu2Ij9XzW)&!w4&XF!@iM$iyr_0>%Sv|nuU|Oh^eWGk<)+CgToptg7=m5 zmw&&j7<#+vUfG<)dE1S2dT|_&cQD0BUn+@ueBG{>H##&@zPQ3V3ugC7hyJwgbRXkm z^H#S=-V@Ed^oiT0+-9V=+>pO+*|Ys6-}+Ye$El~rkKH5)XPTqWh>7>Dt&jJ4+x7|? zUr3Wfe?Rv2Rnp$|t$lX~7A%uqQBfjKsM&Y3th_c|}P$8*B zWO4Gpk?%N{l(V28X2`q0q#s!APf5yi8rq*nM;T2u<$o<1340)+cIi`l7+W#zBu)EuSO|BJb`;yx0nY1cb)Kp2s+w zHRU&ZKDbn6U%hvd)1HrU{ zuM3osff+L2$bjg5g$4jFz)smtKCf!^r;+U+`I|#u(*1#7qwI@50vEyr}bDW632?r$%Ki+a$@Bll6ElTnhYa{=jRJ!EncKg(1+%oB^m6f%8uD?GY|HwM^J@qvGo`kg!+pMdV`4_o z_S+x1+11@_TKHGf%Ds<`z^CXLUa%Qf#M>A!zIX@+p>*!I_fah@0qRqKNbF!}2Y$nu7fn4UxN=E_}pBlPImByyV!8%`I% zpt!KpK%rr8pt;CfHn16}55UR8{v7K$9d3jnU_J3knjZ6loUjHPnX{=`(U>}-#q&cG zUKRSPUvPiI^H}Y3S59ol==w2QC?>>ZTgFYL87J4Y#bCHzbHm{G>dX%&->o_VU^yD| z$P;t+O)#JT5X{m)1Y^Wh5ByCq{;y;PUki$z7p*hr86YSwe(B%f@{IviDXm=+Jy?~t zNVS@6qMniEnPUv$8*CN)Hst)Z<`~}?0Q(mP82p7YIUVf+!T(?YPKoMYNxjDI^N%aP z%6F}A?5NYZ$x>K(k{>(avjP8yU}XLw7}387CMW@tg+}a~VE&TD4D+4jgTJw8hWWR^f$rS{VjWk8pnoR@|$4z{vjBae+VW@euFH@Z}8ievo)pKy8K+erUxq!2RjaOD41 z{%@6u|NkoE{zW^0QF*&oQSY+`ptGW-S)!G_EJ zHt|U>pvqtHbqMA-g*FutA5$W$8Sm#YmCL=r50=>k5(cG?@vKs90;LpG_vR!n*E9D` zFj9XJOzuO1*f+s!#(xt`BTUi|@dn*D!7zr}@p3VI6UP1HxPy@J0kCmtp+$DrM zN6b|V&gX+4tS=4JV6#@6)m@O(P}zFp^zTyJ=Q`C1k7`1#Qy2527#ZF&e-w{eqgR(o z+|ck?ILH9jHC2Xmv4~ecaBT~Uq$3g@sus-BN#HhcRdaY2f8rh=12+us7J9VlGzZ|g zXkR0$69*}JTT(Rm{-UA2WmWlAa;q!YxoVW({ZTfOD55aNG6+5NI{G)Qt zrkDBq`(fHvP6j8JKm2OC3NK#tElgxx5$l`Er?wX!%`HtXb5UiLzlx84>{i6n)$^hj zI37!2q-bjG7<{PBsJcA3xiN;~ihNOBSDbj>7L%5WW^aJXFc?hTs5!HlohUtNBJdLY zM0?mc^5@meT=@uH2MW4aAShj~eWNhK7ExAuJ#Q~`MBNW3U_;g{`8@a+)l0%qOf%f= zn#B}>$dU*KGu*?ofO|#46Y@(mSEZ?Vkgt91swClfRc?y|>snOP4AnpyxNREi9g+#S zKeInOLJ`d@M!GG9v=8yw&k*A79IlGE5DG*JmqWZtjA4Izbe9_A`qejs_<~@%wkM@i z+#&yv%bj_pInHU=kjVB<0nE3ocqi#h29xMqUIeAB*5Rjviei~8)y4T%)x z0lCgPWIXH-)qK8+-B+C7yu&vVtyD)F5^X6+?*D=7E3LCOB;kmd!Nk#s!!42E%>c-P z7pLo5CHmnTXr{Ita-6@_wn>J})M3eeo~hhW7n5+p-6*2C%jE!{*l={#^Q~PW?lb46 zWHO^CMGcQHdj70#8y(G1{Z6RtS>?~@_1Q1loA24|{~0M3IW>!l-;omb{rUjJe~%O+ zTL+W>3zhE}`PUH{uOJsdj}o*c^A2BlHItlH23spUnXPR|B)X?HziDmUz-*1X*4^AA zocywF#Bt=qbChglFYnv{epW7e6iNmnk}E=e#rBE=9|@U~q( zyWC_wH}#4^$Tx^zakSKBseNLj1|%OR(HjVQiLG_6uXi$F-HTyk5=^exJe1DW4TY_z zMt~oUekmo!W(-{KS-(rxKX261T*ILa#|YKCB7Z05p2NeNB&A#!Sj>>e&`D=8c1%mW zUk~ldx`m3#TdFkRi=d>a*f;W?`3y|)I&j1%cLV#M91+3}G?x9_3H!hS0Fb_I{`Wp+ z)9+W(C>t1B{q2bziF&rH^eBT{ndd2c=ro_V>u%7{Er(F$j!;v*@-0uN2eAABTyx~(ovNq~m$qftd8 zNI4)0Vk&C%@XAGO8Ui4eeyUS+k$@kKiQoY9K@92}OXk_rv#BzKG`rwan||SqbJ-}5 zX0DG3wkc&QddOj6uMH3Gx9;y|?1+&zK%W^=Lpd>H!PN!UYb^{{F}kQ}_JaZ}R)(+2 zF_dX#khC)@#%lqSxf0WmRlA~iQfp_=T+5-7D04D0j;P=h^oT2lxmt6%fAQ6 zJv0!)BuQfgtd@;=T9KKrG2h|Ku=}L@TKui=O)9L5a(kd7x%mw57lU z;t&HYwyfx->lmjgL63-^bZ#%%E^5 zVV2?3bc4Vg9io(^hX851>)NTlHFiYaO|y9{XrLo)UV`XP)htJ)VTLIoe1hIO6YKHsLZe)@+{Gk|rOolAp@O^)wcz_`-#cCvwKt(W+2qY3sQR zB4~H9@Hq)q2(TtDeW%fW`?oUZmLDG+t)qtTm^40Fe-=@)Fvu{1K*r^cQTpR{HySp* zYkU~EQ3yAmojJ&I*62|lp%*3k#PsKI;C-coSt55xyhy6C!6sLM9XasKG{5HQ)A67x z{`1&I&rd0a*6#=2>$jhw{Fk4(niwkm+brj~%DC(qJ;Da@4Sd|wABojsYvFKZLIfni z&|z@)=y}bhNA;#P`L1k>z5?yb{J0~cPs%{Ppd^{Ysx1xzLL?HL~i1`>fKXqeOAXrQO+$GIS!1q7} z3}I!O0>;=#usHfIK1K#K(TpfkVKy;G?L~IUHNFQHm%99aJK!wK7Qyq@XpyxBkN=~vOIzE?nF%#*)v*HLY;X!l{-T4y$fh zIZSW6b$U&F%1_><5UBde}Ph1vhc6w4~(UQgIRe$JOO)8nymo~Yg zszz?F+*4q`u222(#|opD%Wf9N$XclUSC_wgBWpXy4TY^WqTvt3_@wk>cI(dwx^U-y z>|@5c-_5@L!CIsk?T>o+2-pJ50FGh7i>~_4Ew(xr7wh6mO5%sek@o z#W$tdpQh+;U~y(oDlk1esp8qXt$xeqEq`R1<{@h=#1I|-}@#V&d8ju>Uc$J{j5*P*B(rDk<>X_dmwCwY=X{O;l*O?oA-TReXB>}$Nkwp z8frzVobNjndE!T$3O4%;rbw-Z?w#@(zhc zI^Aar%-Cr$v*+-|sjnr|rv>@`J0k6qznxPr_uB1NmDBru7z`CYJpFXQoBJ z(rst+Wz7c;_i)6QIxRfm@_F@ze!VW4AhYycU*eZcNs6t!|ENFo`t|ewL*M2#(v_DnBBx< zsyaJq$(Nl<8PDRBycifR@33QkBh_Z8^HMi4!qVKL_#S6l16P8V#ga`&v{`nD9)AAV zNvfgeQYv_q;U~y*nwA5H(`SQOEmHSh< z8J}kzT^r?W&gQDC!FNz$h3Vgh457nev)o?)Laq!TVkmrt`cf&ic zY3xy7UjEW+bN$0qse22}KYTNA*!f$x~%Lx_+yz6LHP#djnTx=H9qz97sx4qUf`aR3au zcJ%eD2MxUHOXqL7> z(Tp}#fo=}!7y-f*28KHh3=HTa2I#s``%TEY*<6rx!+KHZ+R5KEc(hLoItS4}2gy_A+I%`MbwkLhAPdl*A{9XKtWJPpZ5Yo+u>!Gj)>+@@%Z z-lXdD;9Zg!ZqTr(1xkT6%8+>PXhgTu34pwmBc+xM+I5h71hT%XkB8YQPPf;P~c%*zcUjrnfod!(7#1p9RiVY0<$y?Z4E z+jU~vr5YreN#$q(_w<|8m(Rke$X_we&uA=HF;CW2s0Z9p;{;q>iSV~e4+|O>%1&GY z(WncQWjme%?9~rGsh)~z^gN7qzC8|e4cKABSH95eK?r+hjudafB%5l3TGx3nbF?;& z)|@exZF81<=zY#RSq&&DHNxkH6QDL%6I~8vkFNKeI0crTBnf}n8s}VgxsD?yO%ZU4nnT)Y0cI!?6V(>Bpf5~(u?e|+kt}6-TXpY+DFnz&Usvbr1P^tnw8Rif zAt--{9V57oENkf)yi$isOD$T`M6obC6KWXL;L!hqs>_M*gJ^oTFdBwE1ZN0ZWPC?! zEj8c}Wl3{Qk8jO9`6@H^T{$AhhDF}owdk{cM07AcLM}qsv0)SC^XIin;bfXq)U$8HhRbH$xD4Pc*ISl}x+Og{pNAlnp z<-`r@LPiv7&U_^Y#8axgsX94D(bfL=U%GB z^^nrb1-_N6q1KR^)v=E*4bpmdj9+ai!K*KWSjgl?J{M2##}sEg>@65*5;$fakF>{m zPZQB-gE{1D##<2;U{#!DRm~Q#0WZ2~ipyHaj7K;$lQ8)+BmIBoTvNZDVTP3Um7c;CJiNVY^JFX2)&M2LA{P z6bsL>Fq?s+Gequ=qXjD+B8))ZU?li{c|!?ZAl_S=gqk=wf^}V$&N;4|58TRPeWm8i z$o^A}n&iXGyHROp`KH-AC85bXw}BYV)*F)FS#5~#i>6JGE}@N|8p_(d=dYv?c?w(Q zYbc0DdJYGJkblLgnjPat!kZ~y&tZh*Xwc?`En$E z+rL3f+o0uTrZr-Z#CGz76>eYnAXiDqqq-LG)?%PTQ)JGxBCl{h-~hc&aej8QqgX#w z0MF}%nTb!seu9w@0yw4pk945BGW87XwDRuts)=nZjueNG!;plaFz}Gy zT(P`hFNpgf=Jj-VF~6J2_GN#H8~E|*=x((@wBhR&jOgrm#oUE;J{L2xmn4FUenfqi z*BPN>$oSZc^K}t8nw3|RhR%-}nb_ybmFyN~Tcn7zeIi?*5rt0lIXzcN=hMzQ@X9Bs z@}$hwT%0V#hui(%Qhu$fR_!`FHg?#JKE%peU+HoTV{z}ZJw?a(QZ=H0C8vbT|8-sn zm%MhBm;7SQR@zR~K-P=b{>X@QY|Sc;;8rUY3Ffn3F}_|!s0c*oBrtpl&;PBw+H8>D zx9f)G;F1K!7OB#VOv8$&?W||Gf0`VaS4C(_U;%&v0ssK}kIBKw+{DI&>9So<(2L_(2(J*Jz_{OjcqStLST=t;i2M?Rlty7m@6lmg zgyOQqA4*p=k+M-!aTQ{6VjxS*YcW4d&!$*ZF#rP`@hb?~Cs<1eZ zF0*$zQkZ7J-LP=ZQ8CJkCXg@ReYx>d==$(}r{f!1uTr<@a#?D2Q@y=2LX}xWidJ=F zeI>|evBg^0uG-oy+)jnL;+CL-P8-G>%D|Fn{_Ay1yNB>3p!zJZNG*wVT->)}ZP+47 z=*B+FrRhsKyN*}b(@4fxg?#a6Ym-`yJXm950>`_CB}*g6#cqO_e$M^#s0q`i)}sxS zp)K|O^GCXhx%UyAIib@#2B;M;m(I*)k%m(0PNeVfyXGzNyxs?xQ|HOl;a-X|gg4-> zZ|4C4D8?Go&>tW*{t_m4F$1D`={xWzm$+E3)$CtUk=u7*_ribv z7Cugqz}1~51M`>_PIxs=W18wp$j#H&u<;UNHy_c>+hG#j4J|Az4?Dv(Zvo=eVS-0T zMaxj)k~Y)D9TMUdqzRu@;b1rI|)FS|IzRsvROfxmeeE!Z~x5&3Hr*wnz>k zj?o4YW9+3|@MKXFs>c#;r6i*GK$Vq94|S{Dndm6co;yk6O0@e)YBua80la18*Si&K zXjeN%i)tdU!iiL-+x)qi$eZqjIeYB2f?rNi&>9KGz@g>gp4h9xtnb>sKX5&VlE-Oz zKz$Y6s!#>nWN{G6hJ?od8Xdc%P5u*RXCMuM(K~4rEazgiLALwWo^fgw+tJM}M9zef z7y5#gF%LEji|N&#s=H%1VQ<>uU2FMVo8b?Z^)s8!DHh3N&@Q!STep5xa(O=AZ?#cp zGj&i*mNH|RuSP70FW0YL^i+Dv;t`b4kaHGTw7oj!7bb?i=5gGj=%=BN+IVZm%4}zs z+hvM^q2n#8$`)#eDCfEQS@cb6Eb1%i=Ahm@yvl-#i>W(0&spmukNaNEjT+AkzX8Ab;O* z3!jr-(Mmfeu;Y!0A34THTG(Cl#AMn<=exvEfy#h#o_^v!h#`E^n?wXogiRZZBBKv)qdhhBmb&_O|pbSkRnXH@CSMJzQ|2Yn z+VFW%L|U>Du=L}_j^c9@x0yvs{d z3EClYBJsHjpEQ zjmB!J+<8WAl=CansS{EMRb<60-iXdgi{m_Q$3^aDx7dLR`s0PAXa+WRw;SW|o+&QD zA>6@~N#k86O)n=PVLQw^GNr5(rtEp9w823x93_zCoX{}yO`)6A7A+CNVIdG4rSWiQ=4}X=~gmb|odkD-aFiM37 zkmWx zTqx5dZzfCnlJM4ZWY4`rUIMpS%9CLP{oQ~?eqpTVS6S)i_0O;a+2*;OgP`iRc)3Yo zjWd?dUCgjFWB#<5(|5jNy;wl>ojWxQiHW>5#T}4E^dYKJ(Yhu5p9x^2Y`lsxr#a9v{E>EDc~3Mkoo zbMeDXJfbkKRi(3#3n5nx;_V18`NlH<@v#ph7)aC{h`5)Ri_9eO90{3}gj81Xu+dEx zh6*00#FDz29~BQJnfF{T(QCQUNi9oq-{ zqt1k?+oV&9CZ&ir;(D5DFo?^tG6#U3%Ga%CRTMU;jQ zszk}PpVFkBccCY$zF$2;pW(Tr^`1K26R#sVn|z-uWeWu z#C@R_+mz<^b*Q&$Pm#zDj-9Aaf{!iM=|{V7a&8GOy#eEPhXZ_{Jrk57lU4^g@R;n_WP}(sQ6=FFO9P&qU<@-Php}ye9pJ(0!4EBM%AQ=qLx@ zvHoDCt|sr4{}R2CQ{B=~ENHMBtsA`b%}tAmWVKFBBuW=#0p9@@E-nOP#yzr@D#;1 zW#n`-$&Wu0N~wjl>NA&$u(T`sZ6Tt@Xx>nNAZJNakVX zUj}+V`PQ5;GnluQHz+3hF|GSWY=E_H0x?5&zR4CTt0o%FLyn-kxz3$QTE8HCrU?fA z=QjF$1rZ;ILdOS^p&jcKy~94db2tz%l=B)*fYBhXjJi$8COVVJ zeKub41&_*qPIuLr3)HP(j<3fL0O0>IW{yto)+UbX7Eb13rluxFPXC(s(ruK%>;1v? z^)YX_59=b5IXfe4CyED9uWdeXFyCs`VCQu=dijvpWk0FKRp9bAx*FZ8h8dlJ)LXw- z<;=7KCk;3FE-0{BwLX2`#+=`brSeASr(bz!os{rxmQSl0GV_nT>+#`O=d$W9VAT&8s#sOfWT5R^dv) zo{T@MNT~JQG^WgIkIq6pr4bQ?6+?WC$zhEw5hbY%(d8X{`5-+e9eU_7jCFQKvguCG zc>F=0-N6t~!FwItkZ|7-bSd(1ex29fv^?C0@?|lp5P)59c!dP$XFXiA_(7j&bUls` zw`h<@ZW}MI%Dd}GjU4PUs~HO3nN=IwP8#2tD&nTNE8ee~G}zjE%wWsLqMP)5_p{$* zue+i!CaX0?O;0=8>G8l-TGz)&9sH81fn4W;$*-ktsfoeI%RNt5g|8*eI;GJviW1TM zHE69Lyt=_`MC{5xxf*+meb@o_@x0J=e4ZXytKuzd8^2|AA@zKzDXw{B&7^UJU=N1@ zsrCi}wo_01qunOK#LO`(w)I&u!S$ClP#asB#sjt2raTtQBhXr)#$a>8bT^)Ex4X;? zB7$hdjE|>9UyWb$)6F#EF{4frAp=ulO&Dt3k0uP;AGB_F1-fCWaCAT}>r8tzQbm@2 zgrJdAYt(R4fgdAtJGFfAFrowijX8R+@^LP6OzOEAY7Vc_`SpU^p+^%~eR`eofRJ0x zrmz@&A5=QvUBfBe9?A4k#Vel&Lny1 zEP%_VjIIhbojY?}b@j?ez|u5Osx@CWdaew;CX zzS-a6k&=ib6{_{koP(#~K12MP0Or6GXY3L8!SUWcL+%xx#O`@pA>(qC?|#QnuY)C8 zYpi4beh}L{+EV{14UaO7Wo6|WwF)FNX^M+5PI!&bM_u&kQ3J5IRade(OuLsB1y*AmdsxrN!kM0Vj9H9(_jI{98uBKp}N$}cex@%~?RVZ3Vci=0(Ko{!e zA%S2k$How1xSsCVui-}r;;j)P(AUy0GZu}aR*X5;vTCDMz(me+qCZq6%`NL8jdz6Q z#9+=Ir^6$1^ET+2K2Qd*Ypsh`Yqf}bMwg~ZBZRMTmXWk#3W>5syO9fRhjK#xCiM2V z60>Hxk!u*+RHtcSgPov6kdyaoy5{03^m|y2z8kJpH%xyL*9y~oc1)BB< z6v37R4e`sB?$ggnkiz+Wv}j7ihd$HAPP8x3<@aB5BAh;TICP{TF-O_A6zFBQ`7evi zeSP!YBd&!D+Q*cMMQ1T=G=6skUk6R;wk4cS=)3#@iVi$&<#kE-Q5LYRgh>_q!}aqr zj>;WgsD}aOu8rSrcT@?giv7lFmhjBr>er1V<%^}*)x^k|@hztxwm_3LPiOJE&u6lk z&}ZkG*;r>8Sk*zRJ8m{*C$^(X4Dcs=sIh61i36zp7eWe)b#a0O4-m7@^ zktd`h?52fcTys82scYhDqUl@l)#LL&(xhq@F$yIx83+ScSkb}NBk-oaq65gzk;w?; zVDfus#D7ah;Gv6*dn?n+j1{~N^DHv#nO=ZtUw9&9qJRob7Y-tAUhYX_qp)9nYPV>e zi@x75@|bvZn2@{d7oM9YDvyt1M3aLL7rGReY^Ry>Y=|UQ+~NBiFc66@K6Ut{-)@E|cvS<06!_cP6D0>d3i^l4yx zevQp?LFP5f8=r7NbtaJaoW_x@I-z1JQkFf^7-!>3x86~oO*gKoSTvPV(?A+`CnABq z4BCf5y4!|)f?EH@cFoj1HxK078}^Vm%`?L@*&SRr{Hf49D#Ir;oy|{fSIK9);uN`|PGreX zfn$$Npr;?(*Q=VgL}aO+1|-9iTLy=qD5*)xc)o=ZjU6T@T1>Z3)0*_iI;KtW8peVy zhi`MXRd5^BVp)Olix(Fk^;3qa)viqQA@B9zS~VzPmlas?{KYbNv=jF{tz5CJTzQZ_ z%fhivb{}#%+`P+;n;E+*Fr-!!E^=&VVd_c^`#Rm17O?l(=m(ZW#|t>K>A{ngyG2vgv-WCK z+p4Ohx%+NXDZB) ztlF1#-!(5)pj4Dm7f-$zO&oS|Smq^D%siR(Zlv@L{ai7GT^{H0-iO2Ppz5S_@PSv^ zkm;yUrsKWBCuVMqo=P(Gp^E4?sqXXN*2EH~pUQ63Y!j!KoBa(R%Wazmv~6m3ZhGXk zVcWeaG9D*s2U!j>WQ!Rpukfh)&+A_?f!SVc?o$6lE@`>Ad}h|`9vu;b7p)-&eeX-S zTRqyVA#y%#jKHkJ)GHix(lL5Ha110owJKf7J_J3r_FT(8q!6!On9z-T-pw4v7R?9n zyD~Wy)QvMPP5SG(YgC)rh2=DNW%U($$4SyJyuJ(b^4J#!tgleJk3{$9N3&8N+i@Yv zbF?rW=gb;|M$SWD=HOcm7@&OCf(>P8S>IJK@x|Q6fl@his95C9+-D#Myb7&<|J3-o z$QOm*YMPIBm(@R8#^G?<{4yz3q7eIj=jbK*KrbRO6k9nYt5B~rDb#En@rhMdE#(Yp zZv=T@f6{JkxZzT4qI1o@m?&-XHuo5uY&b+#DP#{l-Pl>R-@@)b#m&hcIN z6}A`}466D3;;M4HT>X{ls*24RByM1qhxwE4LHs8CPWLc1tZk^-8)(;{(K>qWOZCA- zL=I5X(EU;OB7M5!G&k{-sfj$4)4vB*QMnBP%f)G_FTJZrohwz*C{anm0L*Hj!7NPf zCms8XV0UpE5=pfNjiXH@5Kv;%@$0Ax@PEqE9vU&lcv_|?Pc{P~ULBeA?R)e+f zMqUeXMQ|DZiT*#1MQ8rfjy` z6>Z!HN9Hj>0t@gm8$0obqwE!m2Q?t9ioPu2zHDlmvFtq>>YTWwd^i{f!gcP4^FbJaUaUSv_FFmj?|1VEmD1 zO~DPZDu(Z@e`9hdOQoQ7 zbQ(G&a=%q+0BQRs-rT#7o?_qa^VB(oP(*FJT)3WQb&yFgV9SwgBKH(=uQH!yn;IMH79 zxGNG`Nf_eyNH-eZxh5GNwMjhzNIg0BL17U}P^&}QEuk+zO2&t2W z&T8!Z7_5dkCvfRF3F5HVVi1Gpugep-RD80Ect@<|0qSTKet#L1dWw$~+fOaoP4r@La%Af%K$4-a5rXgq=&od0uIPw@yBQ?(io8tScJHv0WUR$okU$7+L-}1K77jH{x`l(iaacQE@F00C4t_`KO zVTh`$rk_L`<-NGaT!-E#&3Uh(h(M6MOEk@d8(|5oh%`df4rgPm#~4QD-AfavbF({| z3J~K+m$k*sK(j`<9skJ#YR-pr6qEj=wUIxT2(5<1RrvcOZ)^9K_A8WfbGvCtO#eC{oG)~0 zbW3d7-8XW^=$xrwvLk(`FPfTd!|)cmqu;0llW;6-Xeu~)tiAe3Xrta+Dwj9$rWEgL zOnyeBN$zrf=Ws(vZ8u)|6>T0xF8rB~G? zOp=t@gezlLMSX`SREos*D+P7g{cQyA%yLG7xYP5ZJ`nha{#STFKr(=f0{{H~fIr;f zkMlqLTR>6f?*M;qQ~pEo=eY$ObAM@C{#Ehsy_o5OW&i$qK@~ir<^_oA`uV4JG{!8`d zSA<`y7k?tq;Qe91Kh-k+1LtpBB7dTQ+iOVyfdAMa`BnYbh3uaIh2(!THlK;?=!!m3=G)K003n04FT+_M9e>*{U3L1Ei3>4 literal 0 HcmV?d00001 diff --git a/realized/realized_bipower_variation.m b/realized/realized_bipower_variation.m new file mode 100644 index 0000000..ad66d3b --- /dev/null +++ b/realized/realized_bipower_variation.m @@ -0,0 +1,196 @@ +function [bv,bvSS,bvDebiased,bvSSDebiased]=realized_bipower_variation(price,time,timeType,samplingType,samplingInterval,skip,subsamples) +% Computes bipower variation (BPV), skip-k bipower variation and subsample verisons of these +% +% USAGE: +% [BV,BVSS,BVD,BVSSD] = realized_bipower_variation(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL,SKIP,SUBSAMPLES) +% +% INPUTS: +% PRICE - m by 1 vector of high frequency prices +% TIME - m by 1 vector of times where TIME(i) corresponds to PRICE(i) +% TIMETYPE - String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS, e.g. 101543 or 153217 +% 'seconds' Time measured in seconds past midnight on the first day. +% 'unit' Unit normalized date format, e.g. .1, .234, .9 +% Unit normalized times are more general than the other types and can be +% applied to data from more than one calendar day +% SAMPLINGTYPE - String describing the type of sampling to use when +% filtering PRICE +% 'CalendarTime' - Sample in calendar time using observations separated by +% SAMPLINGINTERVAL seconds +% 'CalendarUniform' - Sample in calendar time using SAMPLINGINTERVAL +% observations spread uniformly between TIME(1) and TIME(m) +% 'BusinessTime' - Sample in business (tick) time using observation separated +% by SAMPLINGINTERVAL ticks +% 'BusinessUniform' - Sample in business (tick) time using observations +% uniformly spaced in business time. +% 'Fixed' - Sample at specific points in time. When using fixed, +% SAMPLINGINTERVAL must be a n by 1 vector of times with the same TIMETYPE +% as TIME (i.e. seconds if TIME is in seconds) +% SAMPLINGINTERVAL - Scalar integer or n by 1 vector whose meaning depends on the selected SAMPLINGTYPE +% SKIP - [OPTIONAL] Non-negative integer indicating number of return to skip with computing BPV. +% The skip-k BPV is |r_m||r_{m-1-k}| so when k=0 the usual BPV estimator is +% produced. Defulat value is 0. +% SUBSAMPLES - [OPTIONAL] Scalar integer indicating the number of subsample BPV estimators +% to average with the original BPV. Subsample BPV are based on prices +% uniformly spaced between the times (Calendar sampling) or ticks (Business +% sampling). SUBSAMPLES=1 will compute asubsample BPV using the mid-point +% of the price sample points, 2 will use 1/3 and 2/3, and so on. In general +% this number should be small so the subsample estimators will be "sparse". +% +% OUTPUTS: +% BV - Bipower variation estimate +% BVSS - Bipower variation including subsample averaging +% BVD - Debiased version of bipower variation equal to BV times m/(m-SKIP-1) where m +% is the number of returns used to compute BV +% BVSSD - Debiased version of subsampled bipower variation +% +% COMMENTS: +% Skip-k BPV will have a small downward bias of the order (N-k)/N where N is the number of returns +% used in computing the BPV when there are no jumps in the price. If k is large relative to N +% this bias may be worth correcting. +% +% EXAMPLE: +% % 5-minute bipower variation using wall time returns and fixed increments +% fixedInterval = seconds2wall(wall2seconds(93000):300:wall2seconds(160000)); +% BV = realized_bipower_variation(PRICE,TIME,'wall','Fixed',fixedInterval) +% +% % 10-tick bipower variation +% BV = realized_bipower_variation(PRICE,TIME,'wall','BusinessTime',10) +% +% % 5-minute skip-1 bipower varation +% fixedInterval = seconds2wall(wall2seconds(93000):300:wall2seconds(160000)); +% [BV,BVSS] = realized_bipower_variation(PRICE,TIME,'wall','Fixed',fixedInterval,1) +% +% % 5-minute realized variance with subsampling every minute +% fixedInterval = seconds2wall(wall2seconds(93000):300:wall2seconds(160000)); +% BV = realized_bipower_variation(PRICE,TIME,'wall','Fixed',fixedInterval,0,5) +% +% +% See also REALIZED_VARIANCE, REALIZED_QUARTICITY, REALIZED_KERNEL, REALIZED_QUANTILE_VARIANCE, +% REALIZED_RANGE, REALIZED_PRICE_FILTER, REALIZED_KERNEL_WEIGHTS + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin<5 || nargin>7 + error('Five to Seven inputs required.') +end +if size(price,2)>size(price,1) + price=price'; +end +if size(price,2)>1 + error('PRICE must be a m by 1 vector.') +end +if size(time,2)>size(time,1) + time=time'; +end +if any(diff(time)<0) + error('TIME must be sorted and increasing') +end +if size(time,2)>1 || length(time)~=length(price) + error('TIME must be a m by 1 vector.') +end +% Inserted to protect against inputing integer times +timeCase = whos('time'); +if ~strcmp(timeCase.class,'double') + time = double(time); +end + +timeType=lower(timeType); +if ~ismember(timeType,{'wall','seconds','unit'}) + error('TIMETYPE must be one of ''wall'', ''seconds'' or ''unit''.'); +end +samplingType=lower(samplingType); +if ~ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform','fixed'}) + error('SAMPLINGTYPE must be one of ''CalendarTime'', ''CalendarUniform'', ''BusinessTime'', ''BusinessUniform'' or ''Fixed''.'); +end + +m=size(price,1); +t0=time(1); +tT=time(m); +if ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform'}) + % Must be a scalar integer if timeType is seconds or wall + if ismember(timeType,{'wall','seconds'}) + if ~isscalar(samplingInterval) || floor(samplingInterval)~=samplingInterval || samplingInterval<1 + error('SAMPLINGINTERVAL must be a positive integer for the SAMPLINGTYPE selected when using ''wall'' or ''seconds'' as TIMETYPE.') + end + else + if ~isscalar(samplingInterval) || samplingInterval<0 + error('SAMPLINGINTERVAL must be a positive value for the SAMPLINGTYPE selected when using ''unit'' as TIMETYPE.') + end + end +else + if size(samplingInterval,2)>size(samplingInterval,1) + samplingInterval=samplingInterval'; + end + if ~(any(samplingInterval>=t0) && any(samplingInterval<=tT)) + error('At least one sampling interval must be between min(TIME) and max(TIME) when using ''Fixed'' as SAMPLINGTYPE.') + end + if any(diff(samplingInterval)<=0) + error('When using ''Fixed'' as SAMPLINGTYPE the vector of sampling times in SAMPLINGINTERVAL must be sorted and strictly increasing.') + end +end + +if nargin>=6 && ~isempty(skip) + if ~isscalar(skip) || skip<0 || floor(skip)~=skip + error('SKIP must be a non-negative scalar.') + end +else + skip = 0; +end + +if nargin==7 && ~isempty(subsamples) + if ~isscalar(subsamples) || subsamples<0 || floor(subsamples)~=subsamples + error('SUBSAMPLES must be a non-negative scalar.') + end +else + subsamples = 1; +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + + +% Convert times to unit if not already unit +if ~strcmp(timeType,'unit') + [time,~,~,samplingInterval]=realized_convert2unit(time,timeType,samplingType,samplingInterval); +end +% Since everything is converted to unit, set timeType to unit +timeType='unit'; + +% Filter prices and compute the RV +logPrice = log(price); +filteredLogPrice = realized_price_filter(logPrice,time,timeType,samplingType,samplingInterval); +returns = diff(filteredLogPrice); +m = length(returns); +if (m-1-skip)<1 || (2+skip)>m + error('The value of SKIP is too large for the sampling method used. SKIP should be small relative to the number of prices computed using the chosen sampling method.') +elseif (skip/m)>.1 + warning('oxfordRealized:skipTooLarge',['The value chosen for skip is large relative to the number of prices returned for the chosen \n'... + 'SAMPLINGTYPE and SAMPLINGINTERVAL - (skip / #returns) > .1 indicating more than 10%% of the returns \n'... + 'are being dropped. Interpret the results with caution.']); +end + +bv= (pi/2) * abs(returns(1:m-1-skip))'*abs(returns(2+skip:m)); +biasScale = (m-1-skip) / m ; +bvDebiased = bv / biasScale; + +subsampledLogPrices = realized_subsample(logPrice,time,timeType,samplingType,samplingInterval,subsamples); +bvs = zeros(subsamples,1); +totalCount = 0; +for i=1:subsamples + returns = diff(subsampledLogPrices{i}); + m = length(returns); + bvs(i) = (pi/2) * abs(returns(1:m-1-skip))'*abs(returns(2+skip:m)); + if i==1 + baseCount = m-1-skip; + end + totalCount = totalCount + m-1-skip; +end +bvSS = sum(bvs) * (baseCount / totalCount); +bvSSDebiased = bvSS / biasScale; diff --git a/realized/realized_compute_median.m b/realized/realized_compute_median.m new file mode 100644 index 0000000..96249ca --- /dev/null +++ b/realized/realized_compute_median.m @@ -0,0 +1,122 @@ +function [medianPrice,medianTime,totalVol,nObs] = realized_compute_median(price,time,volume) +% Computes the median price at each time stamp for a vector of prices which may have multiple +% observations with the same time stamp. +% +% USAGE: +% [MEDIANPRICE,MEDIANTIME,TOTALVOL,NOBS] = realized_compute_median(PRICE,TIME,VOLUME) +% +% INPUTS: +% PRICE - m by 1 vector of high frequency prices +% TIME - m by 1 vector of times where TIME(i) corresponds to PRICE(i), sorted in +% ascending order +% VOLUME - [OPTIONAL] m by 1 vector of transaction volumes or bid/ask size. If omitted +% TOTALVOLUME will be a vector of 0's. +% +% OUTPUTS: +% MEDIANPRICE - n by 1 vector of median prices where n is the number of unique elements of TIME +% MEDIANTIME - n by 1 vector of time stamps corresponding to MEDIANPRICE +% TOTALVOLUME - n by 1 vector capturing the total volume at each time stamp +% NOBS - n by 1 vector indicating number of prices at each element of MEDIANTIME +% +% COMMENTS: +% This is a helper function for most of the Realized toolkit. Most function in the Realized +% toolkit expect time stamps to be unique. Median price is a reasonable and fairly robust (to +% noise) method of computing a unique price for each time stamp. + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 2 Date: 6/12/2011 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% InputChecking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin<2 || nargin>3 + error('Six or seven inputs required.') +end +if size(price,2)>size(price,1) + price=price'; +end +if size(price,2)>1 + error('PRICE must be a m by 1 vector.') +end +m = size(price,1); + +if size(time,2)>size(time,1) + time=time'; +end +if any(diff(time)<0) + error('TIME must be sorted and increasing') +end +if size(time,2)>1 || length(time)~=m + error('TIME must be a m by 1 vector.') +end +time = double(time); + +if nargin == 3 + if size(volume,2)>size(volume,1) + volume=volume'; + end + if size(volume,2)>1 || length(volume)~=m + error('VOLUME must be a m by 1 vector.') + end +else + volume = zeros(m,1); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% Make sure time and volume are double since I store it was uint32 +time = double(time); +volume = double(volume); + +% Quickly find the time change points +pl = find(diff(time)); +pl = [1;pl+1;length(time)+1]; + +% Get the number of observations +N = length(pl); + +% Pre-allocatte +medianPrice = zeros(N-1,1); +medianTime = time(pl(1:N-1)); +totalVol = zeros(N-1,1); +nObs = zeros(N-1,1); + +% Loop over unique sizes, with special cases for 1 and 2 +[sizes,~,ind]=unique(diff(pl)); +for i=1:length(sizes) + j=find(ind==i); + loc = bsxfun(@plus,pl(j),0:sizes(i)-1)'; + switch sizes(i) + case 1 + medianPrice(j) = price(pl(j)); + totalVol(j) = volume(pl(j)); + case 2 + medianPrice(j) = (price(pl(j)) + price(pl(j)+1))/2; + otherwise + sortedPrice = sort(price(loc)); + if mod(sizes(i),2)==0 + medianPrice(j) = mean(sortedPrice([sizes(i)/2;sizes(i)/2+1],:))'; + else + medianPrice(j) = sortedPrice(ceil(sizes(i)/2),:)'; + end + end + totalVol(j) = sum(volume(loc))'; + nObs(j) = sizes(i); +end + +% Old, slower method +% Loop +% singleton = pldiff==1; +% medianPrice(singleton) = price(pl(singleton)); +% totalVol(singleton) = volume(pl(singleton)); +% nObs(singleton) = 1; +% notSingleton = find(~singleton); +% +% for i=1:length(notSingleton) +% j = notSingleton(i); +% medianPrice(j) = median(price(pl(j):pl(j+1)-1)); +% totalVol(j) = sum(volume(pl(j):pl(j+1)-1)); +% nObs(j) = pl(j+1)-pl(j)+1; +% end diff --git a/realized/realized_convert2unit.m b/realized/realized_convert2unit.m new file mode 100644 index 0000000..23ec849 --- /dev/null +++ b/realized/realized_convert2unit.m @@ -0,0 +1,133 @@ +function [time,time0,time1,samplingInterval]=realized_convert2unit(time,timeType,samplingType,samplingInterval) +% Helper function that converts wall and seconds times to unit times, assigning +% 0 to the smallest time and 1 to the largest. +% +% USAGE: +% [TIME,TIME0,TIME1,SAMPLINGINTERVAL]=realized_convert2unit(TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL) +% +% INPUTS: +% TIME - m by 1 vector of times where TIME(i) corresponds to +% PRICE(i). Must be either wall time or measurements in seconds +% TIMETYPE - String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS, e.g. 101543 or 153217 +% 'seconds' Time measured in seconds past midnight on +% the first day. +% SAMPLINGTYPE - String describing the type of sampling to use when +% filtering PRICE +% 'CalendarTime' - Sample in calendar time using +% observations separated by SAMPLINGINTERVAL +% seconds. +% 'CalendarUniform' - Sample in calendar time using +% SAMPLINGINTERVAL observations spread uniformly +% between TIME(1) and TIME(m) +% 'BusinessTime' - Sample in business (tick) time +% using observation separated by SAMPLINGINTERVAL +% ticks +% 'BusinessUniform' - Sample in business (tick) +% time using observations uniformly spaced in +% business time. +% 'Fixed' - Sample at specific points in time. When +% using fixed, SAMPLINGINTERVAL must be a n by 1 vector +% of times with the same TIMETYPE as TIME (i.e. +% seconds if TIME is in seconds) +% SAMPLINGINTERVAL - Scalar integer or n by 1 vector whose meaning depends on the +% selected SAMPLINGTYPE +% +% OUTPUTS: +% TIME - The original times mapped to 0-1 +% TIME0 - The base time in original format. Required to invert the transformation. +% TIME0 - The final time in original format. Required to invert the transformation. +% SAMPLINGINTERVAL - The sampling interval converted to the unit scale. +% If SAMPLINGYPE is not 'CalendarTime' or 'Fixed', SAMPLINGINTERVAL +% is not altered +% +% COMMENTS: +% +% See also REALIZED_KERNEL, REALIZED_PRICE_FILTER, REALIZED_VARIANCE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin~=4 + error('Four inputs required.') +end +if size(time,2)>size(time,1) + time=time'; +end +if any(diff(time)<0) + error('TIME must be sorted and increasing') +elseif any(diff(time)==0) + warning('oxfordRealized:realizedPriceFilter','TIME contains multiple entries with the same value. This creates an ambiguity and FILTEREDPRICE will contain the last price if TIME does not only unique elements.') +end +if size(time,2)>1 || length(time)~=length(time) + error('TIME must be a m by 1 vector.') +end +% Inserted to protect against inputing integer times + time = double(time); + +timeType=lower(timeType); +if ~ismember(timeType,{'wall','seconds'}) + error('TIMETYPE must be one of ''wall'' or ''seconds''.'); +end +samplingType=lower(samplingType); +if ~ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform','fixed'}) + error('SAMPLINGTYPE must be one of ''CalendarTime'', ''CalendarUniform'', ''BusinessTime'', ''BusinessUniform'' or ''Fixed''.'); +end + +m=size(time,1); +t0Original=time(1); +tTOriginal=time(m); +if ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform'}) + if (~isscalar(samplingInterval) || floor(samplingInterval)~=samplingInterval || samplingInterval<1) + error('SAMPLINGINTERVAL must be a positive integer for the SAMPLINGTYPE selected.') + end +else + if size(samplingInterval,2)>size(samplingInterval,1) + samplingInterval=samplingInterval'; + end + if ~(any(samplingInterval>=t0Original) && any(samplingInterval<=tTOriginal)) + error('At least one sampling interval must be between min(TIME) and max(TIME) when using ''Fixed'' as SAMPLINGTYPE.') + end + if any(diff(samplingInterval)<=0) + error('When using ''Fixed'' as SAMPLINGTYPE the vector of sampling times in SAMPLINGINTERVAL must be sorted and strictly increasing.') + end +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + + +if strcmp(samplingType,'fixed') + time0 = min(samplingInterval); + time1 = max(samplingInterval); +else + time0 = min(time); + time1 = max(time); +end +if strcmp(timeType,'wall') + time = wall2unit(time,time0,time1); +elseif strcmp(timeType,'seconds') + time = seconds2unit(time,time0,time1); +end +% If fixed convert these times as well +if strcmp(samplingType,'fixed') + if strcmp(timeType,'wall') + samplingInterval = wall2unit(samplingInterval,time0,time1); + elseif strcmp(timeType,'seconds') + samplingInterval = seconds2unit(samplingInterval,time0,time1); + end +end +if strcmp(samplingType , 'calendartime') + if strcmp(timeType,'wall') + timeBase = wall2seconds([time0 time1]); + samplingInterval = samplingInterval/diff(timeBase); + elseif strcmp(timeType,'seconds') + samplingInterval = samplingInterval/(time1-time0); + end +end + diff --git a/realized/realized_covariance.m b/realized/realized_covariance.m new file mode 100644 index 0000000..4593fcf --- /dev/null +++ b/realized/realized_covariance.m @@ -0,0 +1,216 @@ +function [rc,rcSS]=realized_covariance(varargin) +% Estimates Realized Covariance and subsampled Realized Variance +% +% USAGE: +% [RC,RCSS] = realized_covariance(PRICE01,TIME01,PRICE02,TIME02,...,PRICEN,TIMEN,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL,SUBSAMPLES) +% +% INPUTS: +% PRICE01 - m01 by 1 vector of high frequency prices +% TIME01 - m01 by 1 vector of times where TIME01(i) corresponds to PRICE01(i) +% PRICE02 - m02 by 1 vector of high frequency prices +% TIME02 - m02 by 1 vector of times where TIME02(i) corresponds to PRICE02(i) +% [N - 3 price-time pairing as required, where N can be any integer] +% PRICEN - mN by 1 vector of high frequency prices +% TIMEN - mN by 1 vector of times where TIMEN(i) corresponds to PRICEN(i) +% TIMETYPE - String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS, e.g. 101543 or 153217 +% 'seconds' Time measured in seconds past midnight on the first day. +% 'unit' Unit normalized date format, e.g. .1, .234, .9 +% Unit normalized times are more general than the other types and can be +% applied to data from more than one calendar day +% SAMPLINGTYPE - String describing the type of sampling to use when filtering PRICE01. Once +% PRICE01 is filtered, all other prices are filtered using the same +% time-stamps as the filtering proceedure produces for PRICE01. +% 'CalendarTime' - Sample in calendar time using +% observations separated by SAMPLINGINTERVAL seconds +% 'CalendarUniform' - Sample in calendar time using +% SAMPLINGINTERVAL observations spread uniformly +% between TIME(1) and TIME(m) +% 'Fixed' - Sample at specific points in time. When +% using fixed, SAMPLINGINTERVAL must be a n by 1 vector +% of times with the same TIMETYPE as TIME (i.e. +% seconds if TIME is in seconds) +% SAMPLINGINTERVAL - Scalar integer or n by 1 vector whose meaning depends on the +% selected SAMPLINGTYPE +% SUBSAMPLES - [OPTIONAL] Scalar integer indicating the number of subsample realized +% variance estimators to average with the original realized variance. +% Subsample realized variances are based on prices uniformly spaced between +% the times. SUBSAMPLES=1 will compute a subsample realized variance using +% the mid-point of the price sample points, 2 will use 1/3 and 2/3, and so +% on. In general this number should be small so the subsample estimators +% will be "sparse". +% +% OUTPUTS: +% RC - Realized covariance estimate +% RKSS - Realized covariance including subsample averaging. If SUBSAMPLE = 0 or is +% omitted, RCSUBSAMPLE = RC +% +% COMMENTS: +% +% EXAMPLES: +% +% See also REALIZED_KERNEL, REALIZED_HAYASHI_YOSHIDA, REALIZED_VARIANCE, +% REALIZED_QUANTILE_VARIANCE, REALIZED_RANGE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 7/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Need to parse teh varargin +Q = length(varargin); +if Q<5 + error('At least 5 minutes required.') +end +% Determin number of price, either Q-2 or Q-3 must be a time type +if ismember(varargin{Q-2},{'wall','seconds','unit'}) + % Then the number of inputs is (Q-3)/2 + k = (Q-3)/2; +elseif ismember(varargin{Q-3},{'wall','seconds','unit'}) % This is case where subsample is asked for + k = (Q-4)/2; +else + error('Inputs are not valid. The final arguments must be either TIMETYPE, SAMPLINGTYPE and SAMPLINGINTERVAL or TIMETYPE, SAMPLINGTYPE, SAMPLINGINTERVAL and SUBSAMPLES if using subsampling.') +end + +% Parse price and time, make sure they are compatible with one another +price = cell(k,1); +time = cell(k,1); +% Gether the times and prices into cell arrays +for i=1:k + price{i} = varargin{(i-1)*2+1}; + time{i} = double(varargin{i*2}); + if size(price{i},2)>size(price{i},1) + price{i}=price{i}'; + end + if size(time{i},2)>size(time{i},1) + time{i}=time{i}'; + end + if size(price{i},1)~=size(time{i},1) + error(['Problem with PRICE' num2str(k) ' and TIME' num2str(k) '. Their lengths are not compatible or they are not column vectors.']) + end + if any(diff(time{i})<0) + error(['TIME' num2str(k) ' must be sorted and increasing.']) + end + time{i} = double(time{i}); +end +timeType = varargin{2*k+1}; +samplingType = varargin{2*k+2}; +samplingInterval = varargin{2*k+3}; + +if Q==(2*k+4) + subsamples = varargin{2*k+4}; +else + subsamples = 0; +end + +timeType=lower(timeType); +if ~ismember(timeType,{'wall','seconds','unit'}) + error('TIMETYPE must be one of ''wall'', ''seconds'' or ''unit''.'); +end + +samplingType=lower(samplingType); +if ~ismember(samplingType,{'calendartime','calendaruniform','fixed'}) + error('SAMPLINGTYPE must be one of ''CalendarTime'', ''CalendarUniform'' or ''Fixed''.'); +end + + +if ismember(samplingType,{'calendartime','calendaruniform'}) + % Must be a scalar integer if timeType is seconds or wall + if ismember(timeType,{'wall','seconds'}) + if ~isscalar(samplingInterval) || floor(samplingInterval)~=samplingInterval || samplingInterval<1 + error('SAMPLINGINTERVAL must be a positive integer for the SAMPLINGTYPE selected when using ''wall'' or ''seconds'' as TIMETYPE.') + end + else + if ~isscalar(samplingInterval) || samplingInterval<0 + error('SAMPLINGINTERVAL must be a positive value for the SAMPLINGTYPE selected when using ''unit'' as TIMETYPE.') + end + end +else + if size(samplingInterval,2)>size(samplingInterval,1) + samplingInterval=samplingInterval'; + end + for i = 1:k + m=size(price{i},1); + t0=time{i}(1); + tT=time{i}(m); + if ~(any(samplingInterval>=t0) && any(samplingInterval<=tT)) + error(['At least one sampling interval must be between min(TIME' num2str(k) ' ) and max(TIME' num2str(k) ') when using ''Fixed'' as SAMPLINGTYPE.']) + end + end + if any(diff(samplingInterval)<=0) + error('When using ''Fixed'' as SAMPLINGTYPE the vector of sampling times in SAMPLINGINTERVAL must be sorted and strictly increasing.') + end +end + +if ~isempty(subsamples) + if ~isscalar(subsamples) || subsamples<0 || floor(subsamples)~=subsamples + error('SUBSAMPLES must be a non-negative scalar.') + end +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + + + +% Convert times to unit if not already unit +if ~strcmp(timeType,'unit') + [time{1},time0,time1,samplingInterval]=realized_convert2unit(time{1},timeType,samplingType,samplingInterval); + for j=2:k + % This is custom function to map to the unit interval according to the first price + time{j}=realized_multivariate_convert2unit(time{j},timeType,time0,time1); + end +end + +% Filter prices and compute the RC +[filteredPrice(:,1),filteredTimes] = realized_price_filter(price{1},time{1},'unit',samplingType,samplingInterval); +% filteredTimes turns a problem with uniform times into a problem with +% fixed times +n = size(filteredPrice,1); +filteredPrice = [filteredPrice zeros(n,k-1)]; +for j=2:k + filteredPrice(:,j) = realized_price_filter(price{j},time{j},'unit','fixed',filteredTimes); +end + +returns = diff(log(filteredPrice)); +rc=returns' * returns; +adjFactor = length(returns); + + +subsampledLogPrices = cell(k,1); +for j=1:k + logPrice = log(price{j}); + subsampledLogPrices{j} = realized_subsample(logPrice,time{j},timeType,'fixed',filteredTimes,subsamples); +end + +rcs = zeros(k,k,subsamples); +totalCount = 0; +for i=1:subsamples + m = size(subsampledLogPrices{1}{i},1); + allLogPrices = zeros(m,k); + for j=1:k + allLogPrices(:,j) = subsampledLogPrices{j}{i}; + end + + returns = diff(allLogPrices); + if i==1 + baseCount = size(returns,1); + end + totalCount = totalCount + size(returns,1); + rcs(:,:,i) = (returns' * returns); +end +rcSS = sum(rcs,3) * (baseCount / totalCount); + + + +function time=realized_multivariate_convert2unit(time,timeType,time0,time1) +% Quick conversion function +if strcmp(timeType,'wall') + time = wall2unit(time,time0,time1); +elseif strcmp(timeType,'seconds') + time = seconds2unit(time,time0,time1); +end + diff --git a/realized/realized_hayashi_yoshida.m b/realized/realized_hayashi_yoshida.m new file mode 100644 index 0000000..93a827e --- /dev/null +++ b/realized/realized_hayashi_yoshida.m @@ -0,0 +1,311 @@ +function rchy = realized_hayashi_yoshida(priceA,timeA,priceB,timeB,timeType,samplingType,samplingInterval,overlap) +% Computed the Hayashi-Yoshida estimator of quadratic covariation, and allows for +% the empirical-performance motivated K-lead-and-lag version similar to Drost and Nijman (1997). +% +% USAGE: +% [RCHY] = realized_hayashi_yoshida_(PRICEA,TIMEA,PRICEB,TIMEB,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL,OVERLAP) +% +% INPUTS: +% PRICEA - mA by 1 vector of high frequency prices +% TIMEA - mA by 1 vector of times where TIMEB(i) corresponds to PRICEA(i) +% PRICEA - mB by 1 vector of high frequency prices +% TIMEA - mB by 1 vector of times where TIMEB(i) corresponds to PRICEB(i) +% TIMETYPE - String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS, e.g. 101543 or 153217 +% 'seconds' Time measures in seconds past midnight. +% TIME must satisfy 0<=TIME<86400 +% 'unit' Unit normalized date format, e.g. .1, .234, .9 +% Unit normalized times are more general than the +% other types and can be applied to data from more +% than one calendar day +% SAMPLINGTYPE - String describing the type of sampling to use when +% filtering PRICE +% 'CalendarTime' - Sample in calendar time using +% observations separated by SAMPLINGINTERVAL +% seconds. If TIMETYPE is 'unit', +% SAMPLINGINTERVAL must be between 0 and 1 and +% represents the fraction of the sample to skip +% when sampling. +% 'CalendarUniform' - Sample in calendar time using +% SAMPLINGINTERVAL observations spread uniformly +% between TIME(1) and TIME(m) +% 'BusinessTime' - Sample in business (tick) time +% using observation separated by SAMPLINGINTERVAL +% ticks +% 'BusinessUniform' - Sample in business (tick) +% time using observations uniformly spaced in +% business time. +% 'Fixed' - Sample at specific points in time. When +% using fixed, SAMPLINGINTERVAL must be a n by 1 vector +% of times with the same TIMETYPE as TIME (i.e. +% seconds if TIME is in seconds) +% SAMPLINGINTERVAL - Scalar integer or n by 1 vector whose meaning depends on the +% selected SAMPLINGTYPE +% OVERLAP - Number of ticks to overlap when computing the HY estimator. The original HY +% estimator uses 0, which corresponds to the maximum likelihood estimator for +% price processes whose observation times are driven by independent Poisson +% processes. Empirically this estimator performs poorly because prices are +% not a vector semi-martingale and using a larger number of lags can alleviate +% this problem. +% +% OUTPUTS: +% RCHY - The K-lead-and-lag Hayashi-Yoshida covariance estimator +% +% COMMENTS: +% Filtering the price in calendar time allow the creation of a Hayashi-Yoshida corrected +% calendar-time sampled realized covariance. The value in SAMPLINGTYPE is applied to price A and +% then the realized HY estimator is computed using the filtered price of A and the filtered times +% of A, and all observations of B. Price filtering is done using realized_price_filter +% +% EXAMPLES: +% % Standard use with all prices with wall time prices +% RCHY = realized_hayashi_yoshida(PRICEA,TIMEA,PRICEB,TIMEB,'wall','BusinessTime',1,0) +% +% % 10 lead and lag RCHY with all prices with wall time prices +% RCHY = realized_hayashi_yoshida(PRICEA,TIMEA,PRICEB,TIMEB,'wall','BusinessTime',1,10) +% +% % 1-minute realized covariance with a HY correction +% RCHY = realized_hayashi_yoshida(PRICEA,TIMEA,PRICEB,TIMEB,'wall','CalendarTime',60,0) +% +% See also REALIZED_MULTIVARIATE_KERNEL, REALIZED_COVARIANCE, REALIZED_KERNEL, REALIZED_VARIANCE, +% REALIZED_RANGE, REALIZED_QUANTILE_VARIANCE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin<7 || nargin>8 + error('Seven or eight inputs required.') +end +if size(priceA,2)>size(priceA,1) + priceA=priceA'; +end +if size(priceA,2)>1 + error('PRICEA must be a m by 1 vector.') +end +if size(timeA,2)>size(timeA,1) + timeA=timeA'; +end +if any(diff(timeA)<0) + error('TIMEA must be sorted and increasing') +elseif any(diff(timeA)==0) + warning('oxfordRealized:realizedPriceFilter','TIMEA contains multiple entries with the same value. This creates an ambiguity and FILTEREDPRICE will contain the last price if TIMEA does not only unique elements.') +end +if size(timeA,2)>1 || length(timeA)~=length(priceA) + error('TIMEA must be a m by 1 vector.') +end +% Inserted to protect against inputing integer times +timeA = double(timeA); +if size(priceB,2)>size(priceB,1) + priceB=priceB'; +end +if size(priceB,2)>1 + error('PRICEB must be a m by 1 vector.') +end +if size(timeB,2)>size(timeB,1) + timeB=timeB'; +end +if any(diff(timeB)<0) + error('TIMEB must be sorted and increasing') +elseif any(diff(timeB)==0) + warning('oxfordRealized:realizedPriceFilter','TIMEB contains multiple entries with the same value. This creates an ambiguity and FILTEREDPRICE will contain the last price if TIMEB does not only unique elements.') +end +if size(timeB,2)>1 || length(timeB)~=length(priceB) + error('TIMEB must be a m by 1 vector.') +end +% Inserted to protect against inputing integer times +timeB = double(timeB); + +% make sure the intersection is non-empty +if ~(min(timeB)size(samplingInterval,1) + samplingInterval=samplingInterval'; + end + if ~(any(samplingInterval>=t0Original) && any(samplingInterval<=tTOriginal)) + error('At least one sampling interval must be between min(TIME) and max(TIME) when using ''Fixed'' as SAMPLINGTYPE.') + end + if any(diff(samplingInterval)<=0) + error('When using ''Fixed'' as SAMPLINGTYPE the vector of sampling times in SAMPLINGINTERVAL must be sorted and strictly increasing.') + end +end + +if strcmp(timeType,'unit') && strcmp(samplingType,'calendartime') + % samplingInterval must be between 0 and 1 + if samplingInterval>1 + error('When TIMETYPE is ''unit'' and SAMPLINGTYPE is ''CalendarTime'', SAMPLINGINTERVAL must also be in ''unit'' terms, and so must be between 0 and 1') + end +end + +if nargin==7 + overlap = 0; +elseif overlap<0 || floor(overlap)~=overlap || max(size(overlap))>1 + error('OVERLAP must be a non-negative integer.') +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + + +% Price A is the base price, price B is the other price. First sample priceA according to +% samplingType and samplingInterval, then use the actual times of these to estimate the HY +% respecting the value in overlap + +if ~intersectionIsEmpty + % First filter the price + [filteredPriceA,filteredTimeA,actualTimeA] = realized_price_filter(priceA,timeA,timeType,samplingType,samplingInterval); + + % Then call the core routine + rchy = realized_hayashi_yoshida_core(filteredPriceA,actualTimeA,priceB,timeB,overlap); +else + rchy = 0; +end + + + + + +function [rchy,times] = realized_hayashi_yoshida_core(priceA,timeA,priceB,timeB,overlap) +% Core routine for computing the Hayashi-Yoshida estimator of quadratic covariation, and allows for +% the empirical-performance motivated K-lead-and-lag version similar to Drost and Nijman (1997). +% +% USAGE: +% [RCHY,TIMES] = realized_hayashi_yoshida_core(PRICEA,TIMEA,PRICEB,TIMEB,OVERLAP) +% +% INPUTS: +% PRICEA - mA by 1 vector of high frequency prices +% TIMEA - mA by 1 vector of times where TIMEB(i) corresponds to PRICEA(i) +% PRICEA - mB by 1 vector of high frequency prices +% TIMEA - mB by 1 vector of times where TIMEB(i) corresponds to PRICEB(i) +% OVERLAP - [OPTIONA] Number of ticks to overlap when computing the HY estimator. The +% original HY estimator uses 0, which corresponds to the maximum likelihood +% estimator for price processes whose observation times are driven by +% independent Poisson processes. Empirically this estimator performs poorly +% because prices are not a vector semi-martingale and using a larger number +% of lags can alleviate this problem. If omitted OVERLAP = 0. +% +% OUTPUTS: +% RCHY - The K-lead-and-lag Hayashi-Yoshida covariance estimator +% TIMES - A mA by 1 matrix of time stamps contains the times where the prices were +% sampled for computing the returns in the HY estimator. This is mostly for +% diagnostic purposes. +% +% COMMENTS: +% This is a helper function of realized_hayashi_yoshida and does no input checking. In general +% it should not be directly called. +% +% See also REALIZED_MULTIVARIATE_KERNEL, REALIZED_COVARIANCE, REALIZED_KERNEL, REALIZED_VARIANCE, +% REALIZED_RANGE, REALIZED_QUANTILE_VARIANCE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +priceA = log(priceA); +priceB = log(priceB); +timeA = double(timeA); +timeB = double(timeB); +% Price A is the base price, price B is the one which will move + +% First find the first time that B is available before timeA(1). If it is empty then find the first +% timeA(1) which is weakly after the timeB(1) +nA = size(priceA,1); +nB = size(priceB,1); + +if timeA(1)timeB(nB) + % A ends after B, so the easy solution is to project forward the last price B to the + % time of the last A. This will generate a 0 return but makes the algorithm easier. + timeB=[timeB;timeA(nA)]; + priceB=[priceB;priceB(nB)]; + nB = size(priceB,1); +end + + + + +% Initialize the indices for A and B +indexA = 1; +indexB = find(timeB<=timeA(1), 1,'last'); +if overlap>0 + indexB = max(indexB-overlap,1); % Make sure that indexB is >= 1 +end + +% Initialize rchy and the times +rchy = 0; +times = zeros(nA-1,4); +while indexAtimeA(indexA) + indexB = indexB - 1; + end +end diff --git a/realized/realized_kernel.m b/realized/realized_kernel.m new file mode 100644 index 0000000..f020682 --- /dev/null +++ b/realized/realized_kernel.m @@ -0,0 +1,415 @@ +function [rk,rkAdjusted,diagnostics]=realized_kernel(price,time,timeType,samplingType,samplingInterval,options) +% Estimated quadratic variation using Realized Kernels +% +% USAGE: +% [RK,RKADJUSTED,DIAGNOSTICS] = realized_kernel(PRICE) +% [RK,RKADJUSTED,DIAGNOSTICS] = realized_kernel(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL) +% [RK,RKADJUSTED,DIAGNOSTICS] = realized_kernel(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL,OPTIONS) +% +% INPUTS: +% PRICE - m by 1 vector of high frequency prices +% TIME - [OPTIONAL] m by 1 vector of times where TIME(i) corresponds to PRICE(i). +% TIMETYPE - [OPTIONAL] String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS.mmm, e.g. 101543 or 153217 +% 'seconds' Time measured in seconds past midnight +% 'unit' Unit normalized date format, e.g. .1, .234, .9 +% Unit normalized times are more general than the other types and can be +% applied to data from more than one calendar day +% SAMPLINGTYPE - [OPTIONAL] String describing the type of sampling to use when +% filtering PRICE +% 'CalendarTime' - Sample in calendar time using observations separated by +% SAMPLINGINTERVAL seconds +% 'CalendarUniform' - Sample in calendar time using SAMPLINGINTERVAL +% observations spread uniformly between TIME(1) and TIME(m) +% 'BusinessTime' - Sample in business (tick) time using observation separated +% by SAMPLINGINTERVAL ticks +% 'BusinessUniform' - Sample in business (tick) time using observations +% uniformly spaced in business time. +% 'Fixed' - Sample at specific points in time. When using fixed, +% SAMPLINGINTERVAL must be a n by 1 vector of times with the same TIMETYPE +% as TIME (i.e. seconds if TIME is in seconds) +% SAMPLINGINTERVAL - [OPTIONAL] Scalar integer or n by 1 vector whose meaning depends on the +% selected SAMPLINGTYPE +% OPTIONS - [OPTIONAL] Realized Kernel option structure initialized by calling +% realized_options('Kernel'). See help realized_options for a description of +% available options. +% +% OUTPUTS: +% RK - Realized kernel estimate +% RKADJUSTED - Realized kernel estimate adjusted to recognize that less than the entire sample +% was used to estimate the quadratic variation +% DIAGNOSTICS - Structure of useful diagnostic information. Fields are +% KERNEL - The kernel used in the RK +% BANDWIDTH - Number of lags used in the RK except in the case of an +% infinite lag kernel. +% ADJUSTMENT - De-biasing adjustment for the RK to recognize that less than +% the entire sample was used to compute the 0-lag term +% FILTEREDPRICE - Prices used in the RK +% FILTEREDTIME - Time stamps of filtered prices used in the RK +% NOISEVARIANCE - Bandi-Russell noise variance estimate. Empty if not needed to +% compute the optimal bandwidth or number of points to jitter +% DEBIASEDNOISEVARIANCE - Bias adjusted estimate of the noise variance +% JITTERLAGS - Present only if the end points are jittered, contains the +% number of points that used to implement the pre-averaging. +% +% COMMENTS: +% For best results: +% - Use prices sampled at close to their highest frequency. This improves the estimate of noise. +% - Use business time sampling with at most a small number of trades between samples (preferably +% 1, but usually <15) +% - If using calendar time sampling, sample close to the limit of the data availability (e.g. 5-15 +% seconds for a stock that trades a few thousand times per day) +% - When sampling less frequently (e.g. 5 - 30 minutes) the standard realized variance is +% probably more appropriate +% +% This function is essentially a wrapper around six other functions. If interested in performance, functions +% not used (especially realized_kernel_parameter_check) can be omitted +% 1. realized_kernel_parameter_check - Input validation. +% 2. realized_noise_estimate - Estimate the noise variance and a lower bound for IQ for use in +% selecting the bandwidth or number of lags to use when jittering end points. +% 3. realized_kernel_bandwidth - Compute the optimal bandwidth using the outputs of +% realized_noise_variance +% 4. realized_kernel_jitter_lag_length - Compute the optimal number of points to jitter +% 5. realized_price_filter - Filter the original prices to compute the returns used for +% computing realized autocovariances +% 6. realized_kernel_weights computes the weights for a kernel and bandwidth +% 7. realized_kernel_core computes the estimate using the weights and returns. +% +% EXAMPLES: +% % Default usage with 'nonflatparzen', 'BusinessTime' sampling with interval 1 +% RK = realized_kernel(PRICE) +% +% % 10-tick realized kernel with 'nonflatparzen' +% RK = realized_kernel(PRICE,TIME,'wall','BusinessTime',10) +% +% % Realized Kernel using a Cubic kernel with other options at their default +% options = realized_options('Kernel'); +% options.kernel = 'cubic'; +% RK = realized_kernel(PRICE,TIME,'wall','BusinessTime',1,options) +% +% See also REALIZED_OPTIONS, REALIZED_NOISE_ESTIMATE, REALIZED_VARIANCE, +% REALIZED_VARIANCE_OPTIMAL_SAMPLING, REALIZED_RANGE, REALIZED_QUANTILE_VARIANCE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +switch nargin + case 1 + m = length(price); + time = linspace(9.5*3600,16*3600,m)'; + timeType = 'seconds'; + samplingType = 'businesstime'; + samplingInterval = 1; + options = realized_options('kernel'); + case 5 + options = realized_options('kernel'); + case 6 + % Nothing + otherwise + error('One, five or six inputs required.') +end + +[errorMessage, options] = realized_kernel_parameter_check(price,time,timeType,samplingType,samplingInterval,options); + +if ~isempty(errorMessage ) + error(errorMessage) +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +isJittered = strcmpi(options.endTreatment,'jitter'); + +% Inserted to protect against inputing integer times +time = double(time); + +% 2. [Optional] If options.bandWidth is not provided, estimate the Noise Variance. Also needed to estimate the number +% of lags or the amount of jitter +if isempty(options.bandwidth) || (isJittered && isempty(options.jitterLags)) + [noiseVariance, debiasedNoiseVariance, IQEstimate] = realized_noise_estimate(price, time, timeType, options); + diagnostics.noiseVariance=noiseVariance; + diagnostics.debiasedNoiseVariance=debiasedNoiseVariance; + % Select the correct noise variance estimate + if options.useDebiasedNoise + selectedNoiseVariance = debiasedNoiseVariance; + else + selectedNoiseVariance = noiseVariance; + end +end + + +% 3. Compute bandwidth is needed +if isempty(options.bandwidth) + % Compute the bandwidth + options.bandwidth = realized_kernel_bandwidth(selectedNoiseVariance, IQEstimate, options); + % Check that the bandwidth is not too large +end + +% 4. If jittering is required, perform the optimal jittering prior to filtering prices. +if isJittered + if isempty(options.jitterLags) + jitterLags = realized_kernel_jitter_lag_length(selectedNoiseVariance, IQEstimate, options.kernel, options.filteredN); + options.jitterLags = jitterLags; + end + % Jitter the price + m = length(price); + jl = options.jitterLags; + p0 = mean(price(1:jl)); + p1 = mean(price(m-jl+1:m)); + t0 = time(ceil(mean(1:jl))); + t1 = time(floor(mean(m-jl+1:m))); + price = [p0;price(jl+1:m-jl);p1]; + time = [t0;time(jl+1:m-jl);t1]; +end + +% 5. Filter the price +[filteredPrice,filteredTime] = realized_price_filter(price,time,timeType,samplingType,samplingInterval); +returns = diff(log(filteredPrice)); + +% 6. Compute the weights +weights=realized_kernel_weights(options); + +% 7. Compute the realized kernel +rk = realized_kernel_core(returns, weights, options); + + +% Clean up +n=size(filteredPrice,1); +m=size(price,1); + +% Construct the diagnostics vector +diagnostics.kernel=options.kernel; +diagnostics.bandwidth=options.bandwidth; +diagnostics.filteredPrice=filteredPrice; +diagnostics.filteredTime=filteredTime; +diagnostics.weights = weights; +if isJittered + diagnostics.jitterLags = options.jitterLags; +end + +% Compute the debiasing adjustment +if isJittered + diagnostics.adjustment = 1; + % FIXME: Should be a debiasing adjustment here +else + diagnostics.adjustment = (filteredTime(n-round(options.bandwidth))-filteredTime(1+round(options.bandwidth)))/(time(m)-time(1)); +end + +% Compute the bias adjusted RK +rkAdjusted = rk / diagnostics.adjustment; + + + + + + + + + + + + + + + + + +function [errorMessage, options] = realized_kernel_parameter_check(price,time,timeType,samplingType,samplingInterval,options) +% Support function for realized_kernel that does input validation +% +% USAGE: +% [ERRORMESSAGE,OPTIONS] = realized_kernel_parameter_check(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINVERVAL,OPTIONS) +% +% INPUTS: +% See realized_kernel +% +% OUTPUT: +% ERRORMESSAGE - String containing a description of the error if one is detected. Empty if no +% error. +% OPTIONS - A realized_kernel options structure with the additional field +% filteredN - Number of observations that are used to compute the kernel. This is +% needed for computing the optimal bandwidth. +% +% COMMENTS: +% See realized_options for a description of the other fields in OPTIONS +% +% See also REALIZED_KERNEL, REALIZED_OPTIONS + + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + + +% initialized errorMessage +errorMessage = []; + +% Price +if size(price,2)>size(price,1) + price=price'; +end +if size(price,2)>1 + errorMessage = 'PRICE must be a m by 1 vector.'; + return +end + +% Time +if size(time,2)>size(time,1) + time=time'; +end +if any(diff(time)<0) + errorMessage = 'TIME must be sorted and increasing'; + return +end +if size(time,2)>1 || length(time)~=length(price) + errorMessage = 'TIME must be a m by 1 vector the same size as PRICE.'; + return +end +% TimeType +timeType=lower(timeType); +if ~ismember(timeType,{'wall','seconds','unit'}) + errorMessage = 'TIMETYPE must be one of ''wall'', ''seconds'' or ''unit''.'; + return +end +% Sampling Type +samplingType=lower(samplingType); +if ~ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform','fixed'}) + errorMessage = 'SAMPLINGTYPE must be one of ''CalendarTime'', ''CalendarUniform'', ''BusinessTime'', ''BusinessUniform'' or ''Fixed''.'; + return +end + +m=size(price,1); +t0=time(1); +tT=time(m); +if ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform'}) + % Must be a scalar integer + if ~isscalar(samplingInterval) || floor(samplingInterval)~=samplingInterval || samplingInterval<1 + errorMessage = 'SAMPLINGINTERVAL must be a positive integer for the SAMPLINGTYPE selected.'; + return + end +else + if size(samplingInterval,2)>size(samplingInterval,1) + samplingInterval=samplingInterval'; + end + if ~(any(samplingInterval>=t0) && any(samplingInterval<=tT)) + errorMessage = 'At least one sampling interval must be between min(TIME) and max(TIME) when using ''Fixed'' as SAMPLINGTYPE.'; + return + end + if any(diff(samplingInterval)<=0) + errorMessage = 'When using ''Fixed'' as SAMPLINGTYPE the vector of sampling times in SAMPLINGINTERVAL must be sorted and strictly increasing.'; + return + end +end + + +% Options + + +% List of flat top kernels +flatTopKernelList = {'bartlett','twoscale','2ndorder','epanechnikov',... + 'cubic','multiscale','5thorder','6thorder','7thorder','8thorder','parzen',... + 'th1','th2','th5','th16'}; + +% List of non flat top kernels +nonFlatTopKernelList = {'nonflatparzen','qs','fejer','thinf','bnhls'}; + +% Combined kernel list +kernelList = [flatTopKernelList nonFlatTopKernelList]; + +% Check fields for valid values +optionsFieldNames = fieldnames(options); +% Insert any missing fiedls +defaultOptions = realized_options('Kernel'); +defaultFieldNames = fieldnames(defaultOptions); +missingFields = setdiff(defaultFieldNames,optionsFieldNames); +if ~isempty(missingFields) + for i = 1:length(missingFields) + options.(missingFields{i}) = defaultOptions.(missingFields{i}); + end +end + +for i=1:length(optionsFieldNames) + fieldName = optionsFieldNames{i}; + fieldValue = options.(fieldName); + if ischar(fieldValue) + fieldValue = lower(fieldValue); + options.(fieldName) = fieldValue; + end + + switch fieldName + case {'kernel','medFrequencyKernel'} + % Member of kernelList + if ~ismember(fieldValue,kernelList) + errorMessage = ['OPTIONS.' fieldName ' must be one of the listed types.']; + return + end + case {'bandwidth','medFrequencyBandwidth'} + % Non-negative scalar + if ~isempty(fieldValue) && ~isnonnegativescalar(fieldValue) + errorMessage = ['OPTIONS.' fieldName ' must a non-negative scalar.']; + return + end + case 'endTreatment' + % String + if ~ismember(fieldValue,{'jitter','stagger'}) + errorMessage = 'OPTIONS.endTreatment must be either ''Jitter'' or ''Stagger''.'; + return + end + case {'jitterLags','maxBandwidth'} + % Non-negative scalar integer + if ~isempty(fieldValue) && ~isnonnegativescalarinteger(fieldValue) + errorMessage = ['OPTIONS.' fieldName ' must be a non-negative scalar integer.']; + return + end + case {'useDebiasedNoise','useAdjustedNoiseCount'} + % Logical or scalar + if ~islogical(fieldValue) && ~ismember(fieldValue,[0 1]) + errorMessage = 'OPTIONS.useDebiasedNoise must be a logical value.'; + return + end + case 'maxBandwidthPerc' + % Scalar 0<=fieldvalue<=1 + if ~isempty(fieldValue) && ~isnonnegativescalar(fieldValue) && fieldValue>1 + errorMessage = 'OPTIONS.maxBandwidthPerc must be a non-negative scalar between 0 and 1.'; + return + end + case {'IQEstimationSamplingType','medFrequencySamplingType','noiseVarianceSamplingType'} + % One of the sampling types + if ~ismember(fieldValue,{'calendartime','calendaruniform','businesstime','businessuniform','fixed'}) + errorMessage = ['OPTIONS.' fieldName ' must be one of ''CalendarTime'', ''CalendarUniform'', ''BusinessTime'', ''BusinessUniform'' or ''Fixed''.']; + return + end + case {'medFrequencySamplingInterval','noiseVarianceSamplingInterval','IQEstimationSamplingInterval'} + % Non-negative scalar, less that 1 if timeType is unit + if isempty(fieldValue) || ~isnonnegativescalar(fieldValue) + errorMessage = ['OPTIONS.' fieldName ' must be a non-negative scalar between 0 and 1.']; + return + end + if strcmp(timeType,'unit') && fieldValue>1 + errorMessage = ['OPTIONS.' fieldName ' must be less than 1 if TIMETYPE when ''unit''.']; + return + end + end +end + +% Compute the number of prices available in the filtered series +if ~strcmpi(samplingType,'businesstime') || samplingInterval~=1 + tempFilteredPrice = realized_price_filter(price,time,timeType,samplingType,samplingInterval); + options.filteredN = length(tempFilteredPrice); +else + options.filteredN = length(price); +end + + +function condition = isnonnegativescalarinteger(x) +% Function that returns logical true if that input is a non-empty, scalar integer >=0 +condition = ~isempty(x) && isscalar(x) && x>=0 && x==floor(x); + + +function condition = isnonnegativescalar(x) +% Function that returns logical true if that input is a non-empty scalar >=0 +condition = ~isempty(x) && isscalar(x) && x>=0; \ No newline at end of file diff --git a/realized/realized_kernel_bandwidth.m b/realized/realized_kernel_bandwidth.m new file mode 100644 index 0000000..abb7a25 --- /dev/null +++ b/realized/realized_kernel_bandwidth.m @@ -0,0 +1,126 @@ +function bandwidth = realized_kernel_bandwidth(noiseVariance, IQEstimate, options) +% Estimation of the optimal bandwidth for use in Realized Kernels +% +% USAGE: +% [BANDWIDTH] = realized_kernel_select_bandwidth(NOISEVARIANCE,IQESTIMATE,OPTIONS) +% +% INPUTS: +% NOISEVARIANCE - Estimate of noise variance +% IQESTIMATE - Estimate of integrated quarticity +% OPTIONS - Realized kernel options structure. See help realized_options +% +% OUTPUTS: +% BANDWIDTH - Optimal bandwidth computed using plug-in estimates of unknown quantities +% +% COMMENTS: +% This is a helper function for REALIZED_KERNEL. See Barndorf-Nielsen, Hansen, Lunde and Shephard +% (2008) for details about the optimal selection of bandwidth +% +% See also REALIZED_KERNEL, REALIZED_NOISE_ESTIMATE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin~=3 + error('Three inputs required.') +end + +% List of flat top kernels +flatTopKernelList = {'bartlett','twoscale','2ndorder','epanechnikov',... + 'cubic','multiscale','5thorder','6thorder','7thorder','8thorder','parzen',... + 'th1','th2','th5','th16'}; + +% List of non flat top kernels +nonFlatTopKernelList = {'nonflatparzen','qs','fejer','thinf','bnhls'}; + +% Combined kernel list +kernelList = [flatTopKernelList nonFlatTopKernelList]; + +if ~isfield(options,'kernel') || ~ismember(options.kernel,kernelList) + error('KERNEL must be a field of OPTIONS and one of the listed types.') +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% Retrieve Kernel Specific information +switch lower(options.kernel) + case {'bartlett','twoscale'} + cStar = 2.28; + kernelType = 2; + case '2ndorder' + cStar = 3.42; + kernelType = 2; + case 'epanechnikov' + cStar = 2.46; + kernelType = 2; + case {'cubic','multiscale'} + cStar = 3.68; + kernelType = 1; + case '5thorder' + cStar = 3.70; + kernelType = 1; + case '6thorder' + cStar = 3.97; + kernelType = 1; + case '7thorder' + cStar = 4.11; + kernelType = 1; + case '8thorder' + cStar = 4.31; + kernelType = 1; + case 'parzen' + cStar = 4.77; + kernelType = 1; + case 'th1' + cStar = 3.70; + kernelType = 1; + case 'th2' + cStar = 5.74; + kernelType = 1; + case 'th5' + cStar = 8.07; + kernelType = 1; + case 'th16' + cStar = 39.16; + kernelType = 1; + case 'nonflatparzen' + cStar = ((12)^2/0.269)^(1/5); + kernelType = 3; + case 'qs' + cStar = ((1/5)^2/(3*pi/5))^(1/5); + kernelType = 3; + case 'fejer' + cStar = ((2/3)^2/(pi/3))^(1/5); + kernelType = 3; + case 'thinf' + cStar = ((pi^2/2)^2/(.52))^(1/5); + kernelType = 3; + case 'bnhls' + cStar = (1^2/(5/4))^(1/5); + kernelType = 3; + otherwise + error('KERNEL must be one of the listed types.') +end + + +% Compute the bandwidth +xiSquared = noiseVariance/sqrt(IQEstimate); +if xiSquared>1 + warning('oxfordRealized:excessiveLags','IQ estimaed o be close to 0. Please check results'); + xiSquared = 1; +end +% Get the size of the filtered data +nMax = options.filteredN; + +if kernelType == 1 + bandwidth = cStar * (xiSquared)^(1/2) * nMax^(1/2); +elseif kernelType ==2 + bandwidth = cStar * (xiSquared)^(2/3) * nMax^(2/3); +elseif kernelType ==3 + bandwidth = cStar * (xiSquared)^(2/5) * nMax^(3/5); +end diff --git a/realized/realized_kernel_core.m b/realized/realized_kernel_core.m new file mode 100644 index 0000000..bb5091e --- /dev/null +++ b/realized/realized_kernel_core.m @@ -0,0 +1,115 @@ +function rk = realized_kernel_core(returns, weights, options) +% Realized Kernel core routine that computes the value of a realized kernel +% given a set of returns and weights. +% +% USAGE: +% [RK] = realized_kernel_core(RETURNS,WEIGHTS,OPTIONS) +% +% INPUTS: +% RETURNS - m by 1 column vector of returns +% WEIGHTS - H by 1 column vector of kernel weights corresponding to lags 1, 2, ..., H. H should +% be much smaller than m +% OPTIONS - A realized kernel options structure. See help realized_options for details +% +% OUTPUTS: +% RK - Realized kernel value +% +% COMMENTS: +% This is a helper function for REALIZED_KERNEL +% +% See also REALIZED_KERNEL, REALIZED_OPTIONS, REALIZED_KERNEL_WEIGHTS, REALIZED_KERNEL_BANDWIDTH + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin~=3 + error('Three inputs required.') +end +if size(returns,2)>size(returns,1) + returns=returns'; +end +if size(returns,2)>1 + error('RETURNS must be a m by 1 vector.') +end +if size(weights,2)>size(weights,1) + weights=weights'; +end +if size(weights,2)>1 + error('WEIGHTS must be a H by 1 vector.') +end + +% Get the number of returns +m=size(returns,1); +if length(weights)>=m + warning('oxfordRealized:realizedKernelLength','The length of WEIGHTS is longer than the length of RETURNS.\n The weights are being truncated at N-1 where N is the number of returns') + weights = weights(1:m-1); +elseif (isfield(options,'maxBandwidthPerc') && ~isempty(options.maxBandwidthPerc)) || (isfield(options,'maxBandwidth') && ~isempty(options.maxBandwidth)) + warningString = []; + + if ~isempty(options.maxBandwidthPerc) && (length(weights)>(options.maxBandwidthPerc * options.filteredN)) + options.maxBandwidth = round(options.maxBandwidthPerc * options.filteredN); + warningString = ['The estimated bandwidth requires a lag length larger than ' ... + num2str(100*options.maxBandwidthPerc) ' %% of the available data. Bandwidth has ' ... + 'been truncated to ' num2str(options.maxBandwidth) '.']; + elseif ~isempty(options.maxBandwidth) && length(weights)>options.maxBandwidth + warningString = ['The estimated bandwidth requires a lag length larger than ' ... + num2str(options.maxBandwidth) '. Bandwidth has ' ... + 'been truncated to ' num2str(options.maxBandwidth) '.']; + end + + if ~isempty(warningString) + warning('oxfordRealized:realizedKernelLength',warningString); + weights = weights(1:options.maxBandwidth); + end +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% Extract relevant fields form OPTIONS +isJittered = strcmpi(options.endTreatment,'jitter'); +% Get the size of the kernel +H=length(weights); +if isJittered + % Use all returns when computing autocovariances + gammaMinus = zeros(H,1); + gammaPlus = zeros(H,1); + % Loop and compute the values for gamma + for i=1:H + returnsMinus = returns(1:m-i); + returnsPlus = returns(i+1:m); + gammaMinus(i) = returnsMinus' * returnsPlus; + gammaPlus(i) = returnsMinus' * returnsPlus; + end + % Compute the 0-lag gamma using all returns + gamma0 = returns' * returns; +else + % When not jittered a different strategy is used + + % Construct the "central" set of returns + returnsBase = returns(H+1:m-H); + % Initialized placeholders for the terms of gamma + gammaMinus = zeros(H,1); + gammaPlus = zeros(H,1); + % Loop and compute the values for gamma + for i=1:H + returnsMinus = returns(H+1-i:m-H-i); + returnsPlus = returns(H+1+i:m-H+i); + gammaMinus(i) = returnsMinus' * returnsBase; + gammaPlus(i) = returnsBase' * returnsPlus; + end + % Compute the 0-lag gamma + gamma0 = returnsBase' * returnsBase; +end + +% Construct the kernel +if ~isempty(weights) + rk = gamma0 + weights'*(gammaMinus+gammaPlus); +else + warning('oxfordRealized:realizedKernelLength','The number of lags used was 0.'); + rk = gamma0; +end \ No newline at end of file diff --git a/realized/realized_kernel_jitter_lag_length.m b/realized/realized_kernel_jitter_lag_length.m new file mode 100644 index 0000000..01e9541 --- /dev/null +++ b/realized/realized_kernel_jitter_lag_length.m @@ -0,0 +1,202 @@ +function jitterLags = realized_kernel_jitter_lag_length(noiseEstimate,iqEstimate,kernel,N) +% Computes the optimal amount of end point jitter given a kernel, noise estimate, integrated +% quarticity estimate and number of observations. +% +% USAGE: +% [JITTERLAGS] = realized_kernel_weights(NOISEESTIMATE,IQESTIMATE,KERNEL,N) +% +% INPUTS: +% NOISEESTIMATE - Estimated variance of the noise present in a high freuqency asset price (see +% realized_kernel_select_lag_length) +% IQESTIMATE - Estimated integrated quarticity. For the purposes of estimating the number of +% points to jitter it is often reasonable to use the square of a low frequence +% IV measure. +% KERNEL - String containing one of the supported kernel types: +% Non-flat-top, weakly positive, n^(1/5) rate: +% - 'nonflatparzen' [RECOMMENDED] Parzen kernel applied to non-flat-top case +% - 'qs' Quadratic Spectral +% - 'fejer' Fejer kernel +% - 'thinf' Tukey-Hanning kernel with infinite lag order +% - 'bnhls' Kernel proposed by Barndorf-Neilsen, Hansen, Lunde and Shephard +% Flat-top, n^(1/4) rate: +% - 'parzen' Parzen's kernel +% - 'th1' Tukey Hanning kernel with power 1 +% - 'th2' Tukey Hanning kernel with power 2 +% - 'th5' Tukey Hanning kernel with power 5 +% - 'th16' Tukey Hanning kernel with power 16 +% - 'cubic','multiscale' 3rd order (cubic) kernel, which +% is asymptotically equivalent to the multiscale estimator +% - '5thorder' 5th order Kernel +% - '6thorder' 6th order Kernel +% - '7thorder' 7th order Kernel +% - '8thorder' 8th order Kernel +% Flat-top, n^(1/6) rate: +% - 'bartlett','twoscale' Bartlett kernel, which is +% asymptotically equivalent to the two-scale estimator +% - '2ndorder' 2nd order (quadratic) kernel +% - 'epanechnikov' Epanechnikov kernel +% N - Number of observation of the price +% +% OUTPUTS: +% JITTERLAGS - Estimated optimal number of lags to jitter the end points of a kernel. If 1 +% then no pre-averaging is needindicated +% +% COMMENTS: +% This is a helper function for REALIZED_KERNEL. See Barndorf-Nielsen, +% Hansen, Lunde and Shephard (2008a, 2008b) for details about the kernel and +% their properties. +% +% See also REALIZED_KERNEL_SELECT_LAG_LENGTH, REALIZED_VARIANCE, REALIZED_KERNEL, +% REALIZED_PRICE_FILTER, REALIZED_KERNEL_WEIGHTS + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin~=4 + error('Four inputs required.') +end +if length(noiseEstimate)>1 || noiseEstimate<0 + error('NOISEESTIMATE must be a non-negative scalar.'); +end +if length(iqEstimate)>1 || iqEstimate<0 + error('IQESTIMATE must be a non-negative scalar.'); +end +if ~ismember(kernel,{'bartlett','twoscale','2ndorder','epanechnikov','cubic','multiscale','5thorder','6thorder','7thorder','8thorder','parzen','th1','th2','th5','th16','nonflatparzen','qs','fejer','thinf','bnhls'}) + error('KERNEL must be one of the listed types.') +end + +if ~isscalar(N) || N<1 || floor(N)~=N + error('N must be an integer greater than 1.') +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% Look up table +switch lower(kernel) + case {'bartlett','twoscale'} + cStar = 2.28; + k00 = 1/3; + kernelType = 2; + case '2ndorder' + cStar = 3.42; + k00 = 1/5; + kernelType = 2; + case 'epanechnikov' + cStar = 2.46; + k00 = 8/15; + kernelType = 2; + case {'cubic','multiscale'} + cStar = 3.68; + k00 = 0.371; + k11 = 1.20; + k22 = 12.0; + kernelType = 1; + case '5thorder' + k00 = 0.391; + k11 = 1.42; + k22 = 17.1; + cStar = 3.70; + kernelType = 1; + case '6thorder' + k00 = 0.471; + k11 = 1.55; + k22 = 22.8; + cStar = 3.97; + kernelType = 1; + case '7thorder' + k00 = 0.533; + k11 = 1.71; + k22 = 31.8; + cStar = 4.11; + kernelType = 1; + case '8thorder' + k00 = 0.582; + k11 = 1.87; + k22 = 43.8; + cStar = 4.31; + kernelType = 1; + case 'parzen' + k00 = 0.269; + k11 = 1.50; + k22 = 24.0; + cStar = 4.77; + kernelType = 1; + case 'th1' + k00 = 0.375; + k11 = 1.23; + k22 = 12.1; + cStar = 3.70; + kernelType = 1; + case 'th2' + k00 = 0.219; + k11 = 1.71; + k22 = 41.7; + cStar = 5.74; + kernelType = 1; + case 'th5' + k00 = 0.097; + k11 = 3.50; + k22 = 489.0; + cStar = 8.07; + kernelType = 1; + case 'th16' + k00 = 0.032; + k11 = 10.26; + k22 = 14374.0; + cStar = 39.16; + kernelType = 1; + case 'nonflatparzen' + cStar = ((12)^2/0.269)^(1/5); + k00 = .269; + kernelType = 3; + case 'qs' + cStar = ((1/5)^2/(3*pi/5))^(1/5); + k00 = 3*pi/5; + kernelType = 3; + case 'fejer' + cStar = ((2/3)^2/(pi/3))^(1/5); + k00 = pi/3; + kernelType = 3; + case 'thinf' + cStar = ((pi^2/2)^2/(.52))^(1/5); + k00 = 0.52; + kernelType = 3; + case 'bnhls' + cStar = (1^2/(5/4))^(1/5); + k00 = 5/4; + kernelType = 3; + otherwise + error('KERNEL must be one of the listed types.') +end + + +% Compute the quantities necessary +if kernelType ==1 + % n^1/4 flat top + % Approximate at the constant variance solution + d=k00*k22/k11^2; + fd = sqrt(1+sqrt(1+3*d)); + g = sqrt(k00*k11)*(1/fd + fd); + avar = 16/3 * g * noiseEstimate * iqEstimate^(3/4); + power = 1/4; +elseif kernelType == 2 + % n^1/6 flat top + avar = 6 * cStar * k00 * noiseEstimate^(4/3) * iqEstimate^(2/3); + power = 1/6; +elseif kernelType == 3 + % n^1/5 non flat top + avar = 5 * cStar * k00 * noiseEstimate^(4/5) * iqEstimate^(4/5); + power = 1/5; +end + +% Problem is to min 8*noise^2*jitterLag^(-2) + avar * (N-jitterLag)^(-2*power) +% jittering over m data points, N observations in total +MSE = inf*ones(N-1,1); +for m=1:(N-1) + MSE(m) = 8 * noiseEstimate^2 * m^(-2) + avar * (N-m)^(-2*power); +end + +% Find the minimum, which may be 1 +[temp,jitterLags] = min(MSE); \ No newline at end of file diff --git a/realized/realized_kernel_weights.m b/realized/realized_kernel_weights.m new file mode 100644 index 0000000..be41fb8 --- /dev/null +++ b/realized/realized_kernel_weights.m @@ -0,0 +1,124 @@ +function weights=realized_kernel_weights(options) +% Computes weights for Realized Kernels +% +% USAGE: +% [WEIGHTS] = realized_kernel_weights(OPTIONS) +% +% INPUTS: +% OPTIONS - A realized kernel options structure. See help realized_options for details +% +% OUTPUTS: +% WEIGHTS - H by 1 vector of kernel weights where H depends on the bandwidth and kernel +% +% COMMENTS: +% This is a helper function for REALIZED_KERNEL. See Barndorf-Nielsen, +% Hansen, Lunde and Shephard (2008a, 2008b) for details about realized kernels and +% their properties. +% +% See also REALIZED_KERNEL, REALIZED_KERNEL_BANDWIDTH, + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin~=1 + error('One input required.') +end + +% List of flat top kernels +flatTopKernelList = {'bartlett','twoscale','2ndorder','epanechnikov',... + 'cubic','multiscale','5thorder','6thorder','7thorder','8thorder','parzen',... + 'th1','th2','th5','th16'}; + +% List of non flat top kernels +nonFlatTopKernelList = {'nonflatparzen','qs','fejer','thinf','bnhls'}; + +% Combined kernel list +kernelList = [flatTopKernelList nonFlatTopKernelList]; + +if ~isfield(options,'kernel') || ~ismember(options.kernel,kernelList) + error('KERNEL must be a field of OPTIONS and one of the listed types.') +end + +if ~isfield(options,'bandwidth') || options.bandwidth<0 + error('BANDWIDTH must be a field of OPTIONS and a non-negative scalar.') +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% Take relevant fields +kernel = options.kernel; +bandwidth = options.bandwidth; + +% A big lookup table +if bandwidth>0 + if ismember(options.kernel,flatTopKernelList) + % If it is flat top then the first lag is actually 0 which produces a weights of 1 + H = round(bandwidth); + x = (1:H)'; + x = (x-1)/H; + else + H = bandwidth; + end + + switch lower(kernel) + case {'bartlett','twoscale'} + weights = 1-x; + case {'2ndorder'} + weights = 1-2*x+x.^2; + case {'epanechnikov'} + weights = 1-x.^2; + case {'cubic','multiscale'} + weights = 1-2*x.^2+2*x.^3; + case '5thorder' + weights = 1-10*x.^3+15*x.^4-6*x.^5; + case '6thorder' + weights = 1-15*x.^4+24*x.^5-10*x.^6; + case '7thorder' + weights = 1-21*x.^5+35*x.^6-15*x.^7; + case '8thorder' + weights = 1-28*x.^6+48*x.^7-21*x.^8; + case 'parzen' + weights = (1-6*x.^2+6*x.^3).*(x>=0 & x<=1/2) + 2*(1-x).^3.*(x>1/2 & x<1); + case 'th1' + weights = sin(pi/2*(1-x)).^2; + case 'th2' + weights = sin(pi/2*(1-x).^2).^2; + case 'th5' + weights = sin(pi/2*(1-x).^5).^2; + case 'th16' + weights = sin(pi/2*(1-x).^16).^2; + case 'nonflatparzen' + x = (1:H)'; + x = x./(H+1); + weights = (1-6*x.^2+6*x.^3).*(x>=0 & x<=1/2) + 2*(1-x).^3.*(x>1/2 & x<1); + case 'qs' + % Truncate at 30 * H where H is BW + x = unique(round(1:30*H))'; + x = x./(H+1); + weights = 3./x.^2 .* (sin(x)./x - cos(x)); + case 'fejer' + % Truncate at 30 * H where H is BW + x = unique(round(1:30*H))'; + x = x./(H+1); + weights = (sin(x)./x).^2; + case 'thinf' + % Truncate at 4 * H where H is BW + x = unique(round(1:4*H))'; + x = x./(H+1); + weights = sin((pi/2).*exp(-x)).^2; + case 'bnhls' + % Truncate at 10 * H where H is BW + x = unique(round(1:10*H))'; + x = x./(H+1); + weights = (1+x).*exp(-x); + otherwise + error('OPTIONS.KERNEL must be one of the listed types.') + end +else + weights=[]; +end \ No newline at end of file diff --git a/realized/realized_min_med_variance.m b/realized/realized_min_med_variance.m new file mode 100644 index 0000000..a7d3770 --- /dev/null +++ b/realized/realized_min_med_variance.m @@ -0,0 +1,191 @@ +function [medRV,minRV,medRVSS,minRVSS]=realized_min_med_variance(price,time,timeType,samplingType,samplingInterval,subsamples) +% Estimates truncated realized variance using the median and minimum method of Andersen, Dobrev and Schaumburg +% +% USAGE: +% [MEDRV,MINRV] = realized_medrv(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL,SAMPLESPERBIN) +% [MEDRV,MINRV,MEDRVSS,MINRVSS] = realized_medrv(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL,SAMPLESPERBIN,SUBSAMPLES) +% +% INPUTS: +% PRICE - m by 1 vector of high frequency prices +% TIME - m by 1 vector of times where TIME(i) corresponds to PRICE(i) +% TIMETYPE - String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS, e.g. 101543 or 153217 +% 'seconds' Time measured in seconds past midnight on the first day. +% 'unit' Unit normalized date format, e.g. .1, .234, .9 +% Unit normalized times are more general than the other types and can be +% applied to data from more than one calendar day +% SAMPLINGTYPE - String describing the type of sampling to use when +% filtering PRICE +% 'CalendarTime' - Sample in calendar time using observations separated by +% SAMPLINGINTERVAL seconds +% 'CalendarUniform' - Sample in calendar time using SAMPLINGINTERVAL +% observations spread uniformly between TIME(1) and TIME(m) +% 'BusinessTime' - Sample in business (tick) time using observation separated +% by SAMPLINGINTERVAL ticks +% 'BusinessUniform' - Sample in business (tick) time using observations +% uniformly spaced in business time. +% 'Fixed' - Sample at specific points in time. When using fixed, +% SAMPLINGINTERVAL must be a n by 1 vector of times with the same TIMETYPE +% as TIME (i.e. seconds if TIME is in seconds) +% SAMPLINGINTERVAL - Scalar integer or n by 1 vector whose meaning depends on SAMPLINGTYPE +% SUBSAMPLES - [OPTIONAL] Scalar integer indicating the number of subsample realized +% variance estimators to average with the original realized variance. +% Subsample realized variances are based on prices uniformly spaced between +% the times (Calendar sampling) or ticks (Business sampling). SUBSAMPLES should +% be greater than 1, since 1 uses a single subsample and so is equivalent +% to the original RV will compute a subsample realized variance using the +% mid-point of the price sample points, 2 will use the original sample and +% the midpoint between the original sampling times, and so on. +% In general this number should be small so the subsample estimators will be "sparse". +% +% OUTPUTS: +% MEDRV - Median RV estimate +% MINRV - Minimum RV estimate +% MEDRVSS - Subsampled version of median RV estimate +% MINRVSS - Subsampled version of minimum RV estimate +% +% COMMENTS: +% +% EXAMPLE: +% % Using all 1-minute returns between 9:30:00 and 16:00:00 +% fixedInterval = seconds2wall(wall2seconds(93000):60:wall2seconds(160000)); +% [MEDRV,MINRV] = realized_medrv(PRICE,TIME,'wall','Fixed',fixedInterval) +% +% % Using all 5-minute returns between 9:30:00 and 16:00:00, but subsampling every minute +% fixedInterval = seconds2wall(wall2seconds(93000):300:wall2seconds(160000)); +% [MEDRV,MINRV,MEDRVSS,MINRVSS] = realized_medrv(PRICE,TIME,'wall','Fixed',fixedInterval,5) +% +% See also REALIZED_BIPOWER_VARIATION, REALIZED_KERNEL, REALIZED_QUANTILE_VARIANCE, +% REALIZED_RANGE, REALIZED_PRICE_FILTER + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 10/24/2011 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin<5 || nargin>6 + error('Five or Six inputs required.') +end +if size(price,2)>size(price,1) + price=price'; +end +if size(price,2)>1 + error('PRICE must be a m by 1 vector.') +end +if size(time,2)>size(time,1) + time=time'; +end +if any(diff(time)<0) + error('TIME must be sorted and increasing') +end +if size(time,2)>1 || length(time)~=length(price) + error('TIME must be a m by 1 vector.') +end +% Inserted to protect against inputing integer times +time = double(time); + +timeType=lower(timeType); +if ~ismember(timeType,{'wall','seconds','unit'}) + error('TIMETYPE must be one of ''wall'', ''seconds'' or ''unit''.'); +end +samplingType=lower(samplingType); +if ~ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform','fixed'}) + error('SAMPLINGTYPE must be one of ''CalendarTime'', ''CalendarUniform'', ''BusinessTime'', ''BusinessUniform'' or ''Fixed''.'); +end + +m=size(price,1); +t0=time(1); +tT=time(m); +if ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform'}) + % Must be a scalar integer if timeType is seconds or wall + if ismember(timeType,{'wall','seconds'}) + if ~isscalar(samplingInterval) || floor(samplingInterval)~=samplingInterval || samplingInterval<1 + error('SAMPLINGINTERVAL must be a positive integer for the SAMPLINGTYPE selected when using ''wall'' or ''seconds'' as TIMETYPE.') + end + else + if ~isscalar(samplingInterval) || samplingInterval<0 + error('SAMPLINGINTERVAL must be a positive value for the SAMPLINGTYPE selected when using ''unit'' as TIMETYPE.') + end + end +else + if size(samplingInterval,2)>size(samplingInterval,1) + samplingInterval=samplingInterval'; + end + if ~(any(samplingInterval>=t0) && any(samplingInterval<=tT)) + error('At least one sampling interval must be between min(TIME) and max(TIME) when using ''Fixed'' as SAMPLINGTYPE.') + end + if any(diff(samplingInterval)<=0) + error('When using ''Fixed'' as SAMPLINGTYPE the vector of sampling times in SAMPLINGINTERVAL must be sorted and strictly increasing.') + end +end + +if nargin<6 || isempty(subsamples) + subsamples = 1; +end + +if nargin==6 && ~isempty(subsamples) + if ~isscalar(subsamples) || subsamples<0 || floor(subsamples)~=subsamples + error('SUBSAMPLES must be a non-negative scalar.') + end +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +logPrice = log(price); +% Convert times to unit if not already unit +if ~strcmp(timeType,'unit') + [time,~,~,samplingInterval]=realized_convert2unit(time,timeType,samplingType,samplingInterval); +end +% Since everything is converted to unit, set timeType to unit +timeType='unit'; +% m is the length of price + +% Filter prices and compute the RV +filteredLogPrice = realized_price_filter(logPrice,time,timeType,samplingType,samplingInterval); +% Construct the aggregated return series. Remember will need to skip +returns = diff(filteredLogPrice); +m = length(returns); + +returns2 = (sqrt(m)*returns).^2; +r2 = [returns2(1:m-2) returns2(2:m-1) returns2(3:m)]; +medRV = mean(median(r2,2)); +medRVScale = pi/(6-4*sqrt(3)+pi); +medRV = medRV*medRVScale ; + +r2 = [returns2(1:m-1) returns2(2:m)]; +minRV = mean(min(r2,[],2)); +minRVscale = pi/(pi-2); +minRV = minRV*minRVscale; + + + +subsampledLogPrices = realized_subsample(logPrice,time,timeType,samplingType,samplingInterval,subsamples); +medRVs = nan(m*subsamples,1); +minRVs = nan(m*subsamples,1); +medRVcount = 0; +minRVcount = 0; +for i=1:subsamples + filteredLogPrice = subsampledLogPrices{i}; + returns = diff(filteredLogPrice); + m = size(returns,1); + returns2 = m*returns.^2; + % MedRV + r2 = [returns2(1:m-2) returns2(2:m-1) returns2(3:m)]; + n = size(r2,1); + medRVs(medRVcount+(1:n)) = median(r2,2); + medRVcount = medRVcount + n; + % MinRV + r2 = [returns2(1:m-1) returns2(2:m)]; + n = size(r2,1); + minRVs(minRVcount+(1:n)) = min(r2,[],2); + minRVcount = minRVcount + n; +end +medRVSS = mean(medRVs(1:medRVcount)); +medRVSS = medRVSS * medRVScale; +minRVSS = mean(minRVs(1:minRVcount)); +minRVSS = minRVSS * minRVscale; \ No newline at end of file diff --git a/realized/realized_multiscale_variance.m b/realized/realized_multiscale_variance.m new file mode 100644 index 0000000..eb53426 --- /dev/null +++ b/realized/realized_multiscale_variance.m @@ -0,0 +1,374 @@ +function [rvms,rvmsSS,diagnostics] = realized_multiscale_variance(price,time,timeType,samplingType,samplingInterval,subsamples,options) +% Estimated quadratic variation using the Multi-Scale estimator of Zhang +% +% USAGE: +% RVMS = realized_multiscale_variance(PRICE) +% [RVMS,RVMSSS,DIAGNOSTICS] = realized_multiscale_variance(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL,SUBSAMPLES,OPTIONS) +% +% INPUTS: +% PRICE - m by 1 vector of high frequency prices +% TIME - [OPTIONAL] m by 1 vector of times where TIME(i) corresponds to PRICE(i). +% TIMETYPE - [OPTIONAL] String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS.mmm, e.g. 101543 or 153217 +% 'seconds' Time measured in seconds past midnight +% 'unit' Unit normalized date format, e.g. .1, .234, .9 +% Unit normalized times are more general than the other types and can be +% applied to data from more than one calendar day +% SAMPLINGTYPE - [OPTIONAL] String describing the type of sampling to use when +% filtering PRICE for estimating the fast scale estimator. +% 'CalendarTime' - Sample in calendar time using observations separated by +% SAMPLINGINTERVAL seconds +% 'CalendarUniform' - Sample in calendar time using SAMPLINGINTERVAL +% observations spread uniformly between TIME(1) and TIME(m) +% 'BusinessTime' - Sample in business (tick) time using observation separated +% by SAMPLINGINTERVAL ticks +% 'BusinessUniform' - Sample in business (tick) time using observations +% uniformly spaced in business time. +% 'Fixed' - Sample at specific points in time. When using fixed, +% SAMPLINGINTERVAL must be a n by 1 vector of times with the same TIMETYPE +% as TIME (i.e. seconds if TIME is in seconds) +% SAMPLINGINTERVAL - [OPTIONAL] Scalar integer or n by 1 vector whose meaning depends on the +% selected SAMPLINGTYPE +% OPTIONS - [OPTIONAL] Realized Two-Scale option structure initialized by calling +% realized_options('Multiscale'). See help realized_options for a description of +% available options. +% +% OUTPUTS: +% RVMS - Realized multi-scale variance estimate +% RVMSSS - Realized multi-scale variance estimate constructed by averaging RVMS across multiple +% initial observations. If SAMPLINGTYPE is 'BusinessTime' and SAMPLINGINTERAL is 1 +% then subsampling is not possible. +% DIAGNOSTICS - Structure of useful diagnostic information. Fields are +% BANDWIDTH - Ratio of slow scale to fast scale where the fast scale +% sampling is determined by SAMPLINGTYPE and SAMPLINGINTERVAL. +% NOISEVARIANCE - Bandi-Russell noise variance estimate. Empty if user +% supplies bandwidth. +% DEBIASEDNOISEVARIANCE - Bias adjusted estimate of the noise variance. +% IQESTIMATE - Estimate of IQ used. Empty if not needed. Empty if user +% supplies bandwidth. +% +% COMMENTS: +% For best results: +% - Use prices sampled close to the highest frequency available, if not using 'BusinessTime' and +% - If using calendar time sampling, sample close to the limit of the data availability (e.g. 5-15 +% seconds for a stock that trades a few thousand times per day) +% - When sampling less frequently (e.g. 5 - 30 minutes) standard realized variance is +% probably more appropriate +% +% EXAMPLE: +% % Default usage with 'BusinessTime' sampling with interval 1 and automatic bandwidth selection +% RVMS = realized_multiscale_variance(PRICE) +% +% % 5-tick multi-scale variance with automatic bandwidth selection +% RVMS = realized_multiscale_variance(PRICE,TIME,'wall','BusinessTime',5) +% +% % Two scale variance with a bandwidth of 30 sampling at every tick +% options = realized_options('Multiscale'); +% options.bandwidth = 30; +% RVMS = realized_multiscale_variance(PRICE,TIME,'wall','BusinessTime',1,0,options) +% +% % 5-tick multi-scale variance with automatic bandwidth selection and dense subsampling +% RVMS = realized_multiscale_variance(PRICE,TIME,'wall','BusinessTime',5,4) +% +% See also REALIZED_OPTIONS, REALIZED_NOISE_ESTIMATE, REALIZED_VARIANCE, +% REALIZED_VARIANCE_OPTIMAL_SAMPLING, REALIZED_RANGE, REALIZED_QUANTILE_VARIANCE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +switch nargin + case 1 + m = length(price); + time = linspace(9.5*3600,16*3600,m)'; + timeType = 'seconds'; + samplingType = 'businesstime'; + samplingInterval = 1; + subsamples = 1; + options = realized_options('multiscale'); + case 5 + subsamples = 1; + options = realized_options('multiscale'); + case 6 + options = realized_options('multiscale'); + case 7 + % Nothing + otherwise + error('One, five, six or seven inputs required.') +end +samplingType=lower(samplingType); +timeType=lower(timeType); +[errorMessage, options] = realized_multiscale_variance_parameter_check(price,time,timeType,samplingType,samplingInterval,subsamples,options); + +if ~isempty(errorMessage ) + error(errorMessage) +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +logPrice = log(price); +[filteredLogPrice,filteredTimes] = realized_price_filter(logPrice,time,timeType,samplingType,samplingInterval); +% FIXME: Is m length of returns or of price? +m = length(filteredLogPrice) - 1; + + +if isempty(options.bandwidth) + % Estimate the optimal bandwidth if not provided + [noiseVariance, debiasedNoiseVariance, IQEstimate] = realized_noise_estimate(price, time, timeType, options); + diagnostics.noiseVariance=noiseVariance; + diagnostics.debiasedNoiseVariance=debiasedNoiseVariance; + diagnostics.IQEstimate=IQEstimate; + % Select the correct noise variance estimate + if options.useDebiasedNoise + selectedNoiseVariance = debiasedNoiseVariance; + else + selectedNoiseVariance = noiseVariance; + end + % Compute the bandwidth + m = length(filteredLogPrice) - 1; + % FIXME Bandwidth is wrong + % deriv = 2*(52/35)*IQEstimate*c.^4 - 48/5*c.^(2)*(selectedNoiseVariance*(sqrt(IQEstimate)+selectedNoiseVariance/2))-144*selectedNoiseVariance^2; + % Never consider < 1/sqrt(m) so that BW is always >=1 + if IQEstimate>0 % makes no sense if IQ == 0 + LB = 2/sqrt(m); + % NEver use more than sqrt m + % Comes form Eq. 37 of Zhang assuming that Var(eps^2) = 2 omega^4 + UB = m^(1/2); + c = UB; + UBderiv = 2*(52/35)*IQEstimate*c.^4 - 48/5*c.^(2)*(selectedNoiseVariance*(sqrt(IQEstimate)+selectedNoiseVariance/2))-144*selectedNoiseVariance^2; + for j=1:32 + MP = (UB+LB)/2; + c = MP; + MPderiv = 2*(52/35)*IQEstimate*c.^4 - 48/5*c.^(2)*(selectedNoiseVariance*(sqrt(IQEstimate)+selectedNoiseVariance/2))-144*selectedNoiseVariance^2; + + if sign(MPderiv) == sign(UBderiv) + UB = MP; + UBderiv = MPderiv; + else + LB = MP; + end + end + c = (UB+LB)/2; + options.bandwidth = c*sqrt(m); + else + warning('oxfordRealized:smallBandwidth','IQ Estimate is 0 so optimal bandwidth selection is not possible.') + options.bandwidth = 5; + end +end + +bandwidth = ceil(options.bandwidth); +if bandwidth<2 + warning('oxfordRealized:smallBandwidth','The selected bandwidth is less then 2, and RVMS is not well defined in this case. Setting bandwidth to 2 and proceeding.') + bandwidth = 2; +end +diagnostics.bandwidth = bandwidth; + + + +RVq = zeros(bandwidth,1); +for skip=1:bandwidth + [RVq(skip),count,naturalCount] = overlap_realized_variance(filteredLogPrice,skip); + RVq(skip) = RVq(skip) * (naturalCount / count); +end +% Weights come from Eq. 20 +M = bandwidth; +weights = zeros(M,1); +for i=1:M + weights(i) = 12 * (i / (M^2)) * (i/M - 1/2 - 1/(2*M)) / (1- (1 / M^2)); +end +rvms = weights'*RVq; + +% Subsampled version computed AC0 for multiple starting values, which then leads to different values +% for RVq and the statistic, which can then be averaged + +% Subsampled RVq and RV1 +subsampledLogPrices = realized_subsample(logPrice,time,timeType,samplingType,samplingInterval,subsamples); +RVqs = zeros(subsamples,M); +count = zeros(subsamples,M); +naturalCount = zeros(subsamples,M); +for i=1:subsamples + filteredLogPrice = subsampledLogPrices{i}; + for skip=1:M + [RVqs(i,skip),count(i,skip),naturalCount(i,skip)] = overlap_realized_variance(filteredLogPrice,skip); + end +end +count = sum(count,1); +scale = naturalCount(1,:) ./ count; +RVqs = sum(RVqs,1); +RVq = RVqs .* scale; +RVq = RVq'; +rvmsSS = weights'*RVq; + +end + + +function [rv,count,naturalCount] = overlap_realized_variance(price,skip) + +naturalCount = (length(price)-1)/skip; +m = length(price); +returns = price(2+skip:m) - price(1:m-skip-1); +count = length(returns); +rv = returns' * returns; + +end + + + +function [errorMessage,options] = realized_multiscale_variance_parameter_check(price,time,timeType,samplingType,samplingInterval,subsamples,options) +% Support function for realized_multiscale_variance that does input validation +% +% USAGE: +% [ERRORMESSAGE,OPTIONS] = realized_variance_optimal_sampling_parameter_check(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINVERVAL,OPTIONS) +% +% INPUTS: +% See realized_variance_optimal_sampling +% +% OUTPUT: +% ERRORMESSAGE - String containing a description of the error if one is detected. Empty if no error. +% +% COMMENTS: +% See realized_options for a description of the other fields in OPTIONS +% +% See also REALIZED_VARIANCE_OPTIMAL_SAMPLING + + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 +errorMessage = []; + +if size(price,2)>size(price,1) + price=price'; +end +if size(price,2)>1 + errorMessage = 'PRICE must be a m by 1 vector.'; + return +end +if size(time,2)>size(time,1) + time=time'; +end +if any(diff(time)<0) + errorMessage = 'TIME must be sorted and increasing'; + return +end +if size(time,2)>1 || length(time)~=length(price) + errorMessage = 'TIME must be a m by 1 vector.'; + return +end + +timeType=lower(timeType); +if ~ismember(timeType,{'wall','seconds','unit'}) + errorMessage = 'TIMETYPE must be one of ''wall'', ''seconds'' or ''unit''.'; + return; +end + + +samplingType=lower(samplingType); +if ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform'}) + % Must be a scalar integer + if ~isscalar(samplingInterval) || floor(samplingInterval)~=samplingInterval || samplingInterval<1 + errorMessage = 'SAMPLINGINTERVAL must be a positive integer for the SAMPLINGTYPE selected.'; + return + end +else + if size(samplingInterval,2)>size(samplingInterval,1) + samplingInterval=samplingInterval'; + end + if ~(any(samplingInterval>=t0) && any(samplingInterval<=tT)) + errorMessage = 'At least one sampling interval must be between min(TIME) and max(TIME) when using ''Fixed'' as SAMPLINGTYPE.'; + return + end + if any(diff(samplingInterval)<=0) + errorMessage = 'When using ''Fixed'' as SAMPLINGTYPE the vector of sampling times in SAMPLINGINTERVAL must be sorted and strictly increasing.'; + return + end +end + +% Options + + +% List of flat top kernels +flatTopKernelList = {'bartlett','multiscale','2ndorder','epanechnikov',... + 'cubic','multiscale','5thorder','6thorder','7thorder','8thorder','parzen',... + 'th1','th2','th5','th16'}; + +% List of non flat top kernels +nonFlatTopKernelList = {'nonflatparzen','qs','fejer','thinf','bnhls'}; + +% Combined kernel list +kernelList = [flatTopKernelList nonFlatTopKernelList]; + +% Check fields for valid values +optionsFieldNames = fieldnames(options); +% Insert any missing fiedls +defaultOptions = realized_options('Optimal Sampling'); +defaultFieldNames = fieldnames(defaultOptions); +missingFields = setdiff(defaultFieldNames,optionsFieldNames); +if ~isempty(missingFields) + for i = 1:length(missingFields) + options.(missingFields{i}) = defaultOptions.(missingFields{i}); + end +end + +for i=1:length(optionsFieldNames) + fieldName = optionsFieldNames{i}; + fieldValue = options.(fieldName); + if ischar(fieldValue) + fieldValue = lower(fieldValue); + options.(fieldName) = fieldValue; + end + + switch fieldName + case {'medFrequencyKernel'} + % Member of kernelList + if ~ismember(fieldValue,kernelList) + errorMessage = ['OPTIONS.' fieldName ' must be one of the listed types.']; + return + end + case {'medFrequencyBandwidth'} + % Non-negative scalar + if ~isempty(fieldValue) && ~isnonnegativescalar(fieldValue) + errorMessage = ['OPTIONS.' fieldName ' must a non-negative scalar.']; + return + end + case {'useDebiasedNoise','useAdjustedNoiseCount'} + % Logical or scalar + if ~islogical(fieldValue) && ~ismember(fieldValue,[0 1]) + errorMessage = 'OPTIONS.useDebiasedNoise must be a logical value.'; + return + end + case {'IQEstimationSamplingType','medFrequencySamplingType','noiseVarianceSamplingType'} + % One of the sampling types + if ~ismember(fieldValue,{'calendartime','calendaruniform','businesstime','businessuniform','fixed'}) + errorMessage = ['OPTIONS.' fieldName ' must be one of ''CalendarTime'', ''CalendarUniform'', ''BusinessTime'', ''BusinessUniform'' or ''Fixed''.']; + return + end + case {'medFrequencySamplingInterval','noiseVarianceSamplingInterval','IQEstimationSamplingInterval'} + % Non-negative scalar, less that 1 if timeType is unit + if isempty(fieldValue) || ~isnonnegativescalar(fieldValue) + errorMessage = ['OPTIONS.' fieldName ' must be a non-negative scalar between 0 and 1.']; + return + end + if strcmp(timeType,'unit') && fieldValue>1 + errorMessage = ['OPTIONS.' fieldName ' must be less than 1 if TIMETYPE when ''unit''.']; + return + end + end +end + +if ~isempty(subsamples) + if ~isscalar(subsamples) || subsamples<0 || floor(subsamples)~=subsamples + errorMessage = 'SUBSAMPLES must be a non-negative scalar.'; + end +end +end + +function condition = isnonnegativescalar(x) +% Function that returns logical true if that input is a non-empty scalar >=0 +condition = ~isempty(x) && isscalar(x) && x>=0; +end \ No newline at end of file diff --git a/realized/realized_multivariate_kernel.m b/realized/realized_multivariate_kernel.m new file mode 100644 index 0000000..e243b5f --- /dev/null +++ b/realized/realized_multivariate_kernel.m @@ -0,0 +1,495 @@ +function [rmk,diagnostics]=realized_multivariate_kernel(varargin) +% Computes the multivariate version of the realized kernel of BNHLS using the non-flat-top kernels +% and end-point jittering +% +% USAGE: +% [RMK,DIAGNOSTICS] = realized_multivariate_kernel(PRICE01,TIME01,PRICE02,TIME02,...,PRICEN,TIMEN,.. +% TIMETYPE,SAMPLINGINTERVAL,OPTIONS) +% [RMK,DIAGNOSTICS] = realized_multivariate_kernel(PRICES,TIMES,TIMETYPE,SAMPLINGINTERVAL,OPTIONS) +% INPUTS: +% PRICE01 - m01 by 1 vector of high frequency prices +% TIME01 - m01 by 1 vector of times where TIME01(i) corresponds to PRICE01(i) +% PRICE02 - m02 by 1 vector of high frequency prices +% TIME02 - m02 by 1 vector of times where TIME02(i) corresponds to PRICE02(i) +% [N price-time pairing as required, where N can be any integer] +% PRICEN - mN by 1 vector of high frequency prices +% TIMEN - mN by 1 vector of times where TIMEN(i) corresponds to PRICEN(i) +% -or- +% PRICES - Cell array containing prices, e.g. PRICES{1}=PRICE01, +% PRICES{2}=PRICE02, etc. +% TIMES - Cell array containing observation times, e.g. TIMES{1}=TIME01, +% TIMES{2}=TIME02, etc. +% TIMETYPE - String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS, e.g. 101543 or 153217 +% 'seconds' Time measured in seconds past midnight on the first day. +% 'unit' Unit normalized date format, e.g. .1, .234, .9 +% Unit normalized times are more general than the other types and can be +% applied to data from more than one calendar day +% SAMPLINGINTERVAL - Scalar integer or n by 1 vector which indicates the sampling interval of the +% refresh-time synchronized prices. This value is the multivariate extension +% of the SAMPLINGINTERVAL for 'BusinessTime' sampling in the univariate kernel. +% 1 indicates to use every price. 2 indicates to use every other price, and +% so on. 1 is usually the correct choice. +% OPTIONS - [OPTIONAL] Realized Kernel option structure initialized by calling +% realized_options('Kernel'). See help realized_options for a description of +% available options. +% +% OUTPUTS: +% RMK - Realized covariance estimate +% DIAGNOSTICS - Structure of useful diagnostic information. Fields are +% KERNEL - The kernel used in the RMK +% BANDWIDTH - Number of lags used in the RMK except in the case of an +% infinite lag kernel. +% ADJUSTMENT - De-biasing adjustment for the RK to recognize that less than +% the entire sample was used to compute the 0-lag term +% RTPRICE - Prices used in the RK +% RTTIME - Time stamps of filtered prices used in the RK +% NOISEVARIANCE - Bandi-Russell noise variance estimate. Empty if not needed to +% compute the optimal bandwidth or number of points to jitter +% DEBIASEDNOISEVARIANCE - Bias adjusted estimate of the noise variance +% JITTERLAGS - Present only if the end points are jittered, contains the +% number of points that used to implement the pre-averaging. +% +% COMMENTS: +% The only samplng scheme available is refresh time. Hence the input SAMPLINGTYPE is not defined. +% The only end point treatment is jittering (pre-averaging). This is required to ensure the +% multivariate realized kernels are positive semi-definite. +% +% Calling realized_multivariate_kernel with a single price series: +% [RMK] = realized_multivariate_kernel(PRICE1,TIME1,TIMETYPE,SAMPLINGINTERVAL,OPTIONS) +% +% is the same as calling realized_kernel: +% [RK] = realized_kernel(PRICE1,TIME1,TIMETYPE,'BusinessTime',SAMPLINGINTERVAL,OPTIONS) +% +% EXAMPLES: +% +% See also REALIZED_COVARIANCE, REALIZED_HAYASHI_YOSHIDA, REALIZED_KERNEL, REALIZED_VARIANCE, +% REALIZED_QUANTILE_VARIANCE, REALIZED_RANGE + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking and Parsing +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin<4 + error('At least 4 inputs required') +end + +% Handle case where cell array is used to hold prices and times +if iscell(varargin{1}) + k = length(varargin{1}); + m = length(varargin)-2; + temp = cell(1,2*k+m); + for i=1:k + temp{2*i-1} = varargin{1}{i}; + temp{2*i} = varargin{2}{i}; + end + for i=1:m + temp{2*k+i} = varargin{2+i}; + end + varargin = temp; +end +% Check inputs +[errorMessage, options, numPrices, timeType, samplingInterval] = realized_multivariate_kernel_parameter_check(varargin{:}); + +if ~isempty(errorMessage ) + error(errorMessage) +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + + +% 0. Quick filter using refresh time to estimate the number of data points that will be available +rtPrice = realized_refresh_time(timeType,varargin{1:2*numPrices}); +if samplingInterval~=1 + rtPrice=rtPrice(1:samplingInterval:size(rtPrice,1),:); +end +nMax = size(rtPrice(1:samplingInterval:size(rtPrice,1),:),1); + +% 1. Determine optimal jitter and jitter each series [if not provided] +% and +% 2. Determine optimal number of lags for each series [if not provided] +options.filteredN = nMax; + +if isempty(options.jitterLags) && isempty(options.bandwidth) + % Need both + bandwidth = zeros(numPrices ,1); + jitterLags = zeros(numPrices ,1); + noiseVariance = zeros(numPrices ,1); + IQEstimate = zeros(numPrices ,1); + for i=1:numPrices + price = varargin{2*(i-1)+1}; + time = varargin{2*i}; + + [noiseVariance(i), debiasedNoiseVariance, IQEstimate(i)] = realized_noise_estimate(price, time, timeType, options); + bandwidth(i) = realized_kernel_bandwidth(noiseVariance(i), IQEstimate(i), options); + + if bandwidth>(.25*nMax) + bandwidth = round(.25*nMax); + warning('oxfordRealized:realizedKernelLength','The estimated bandwidth requires a lag length larger than 25%% of the available data. Bandwidth has been truncated to 25%% of data.'); + end + jitterLags(i) = realized_kernel_jitter_lag_length(noiseVariance(i), IQEstimate(i), kernel, nMax); + jitterLags(i) = max(jitterLags(i),1); + end + options.bandwidth = round(mean(bandwidth)); +elseif isempty(options.jitterLags) && ~isempty(options.bandwidth) + % Need jitterLags + jitterLags = zeros(numPrices ,1); + noiseVariance = zeros(numPrices ,1); + IQEstimate = zeros(numPrices ,1); + for i=1:numPrices + price = varargin{2*(i-1)+1}; + time = varargin{2*i}; + + [noiseVariance(i), debiasedNoiseVariance, IQEstimate(i)] = realized_noise_estimate(price, time, timeType, options); + + jitterLags(i) = realized_kernel_jitter_lag_length(noiseVariance(i), IQEstimate(i), kernel, nMax); + jitterLags(i) = max(jitterLags(i),1); + end +elseif ~isempty(options.jitterLags) && isempty(options.bandwidth) + bandwidth = zeros(numPrices ,1); + jitterLags = zeros(numPrices ,1); + noiseVariance = zeros(numPrices ,1); + IQEstimate = zeros(numPrices ,1); + for i=1:numPrices + price = varargin{2*(i-1)+1}; + time = varargin{2*i}; + + [noiseVariance(i), debiasedNoiseVariance, IQEstimate(i)] = realized_noise_estimate(price, time, timeType, options); + bandwidth(i) = realized_kernel_bandwidth(noiseVariance(i), IQEstimate(i), options); + + if bandwidth>(.25*nMax) + bandwidth = round(.25*nMax); + warning('oxfordRealized:realizedKernelLength','The estimated bandwidth requires a lag length larger than 25%% of the available data. Bandwidth has been truncated to 25%% of data.'); + end + end + options.bandwidth = round(mean(bandwidth)); + jitterLags = ones(numPrices,1)*options.jitterLags; +end + +% Do the jittering +for i=1:numPrices + price = varargin{2*(i-1)+1}; + time = varargin{2*(i-1)+2}; + m = size(price,1); + p0 = mean(price(1:jitterLags(i))); + p1 = mean(price(m-jitterLags(i)+1:m)); + t0 = time(ceil(mean(1:jitterLags(i)))); + t1 = time(floor(mean(m-jitterLags(i)+1:m))); + price = [p0;price(jitterLags(i)+1:m-jitterLags(i));p1]; + time = [t0;time(jitterLags(i)+1:m-jitterLags(i));t1]; + varargin{2*(i-1)+1} = price; + varargin{2*(i-1)+2} = time; +end +% 3. Put into refresh time +[rtPrice,rtTime] = realized_refresh_time(timeType,varargin{1:2*numPrices}); + +if samplingInterval~=1 + rtPrice=rtPrice(1:samplingInterval:size(rtPrice,1),:); +end +% 4. Compute the weights +weights = realized_kernel_weights(options); +% 5. Compute the kernel +rtReturns = diff(log(rtPrice)); +rmk = realized_multivariate_kernel_core(rtReturns,weights); + +diagnostics.kernel = options.kernel; +diagnostics.bandwidth = options.bandwidth; +diagnostics.jitterLags = jitterLags; +diagnostics.weights = weights; +diagnostics.rtPrice = rtPrice; +diagnostics.rtTime = rtTime; + + + + + +function rmk = realized_multivariate_kernel_core(returns, weights) +% Realized Multivariate Kernel core routine that computes the value of a multivariate realized kernel +% given a set of returns and weights. +% +% USAGE: +% [RMK] = realized_kernel_core(RETURNS,WEIGHTS) +% +% INPUTS: +% RETURNS - m by 1 column vector of returns +% WEIGHTS - H by 1 column vector of kernel weights corresponding to +% lags 1, 2, ..., H. H should be much smaller than m +% +% OUTPUTS: +% RMK - Realized multivariate kernel value +% +% COMMENTS: +% This is a helper function for REALIZED_MULTIVARIATE_KERNEL +% +% See also REALIZED_MULTIVARIATE_KERNEL, REALIZED_KERNEL, REALIZED_PRICE_FILTER, +% REALIZED_KERNEL_WEIGHTS, REALIZED_KERNEL_SELECT_LAG_LENGTH, REALIZED_COVARIANCE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 7/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin~=2 + error('Two inputs required.') +end + +if size(weights,2)>1 + error('WEIGHTS must be a H by 1 vector.') +end + +% Get the number of returns +[m,k]=size(returns); +if length(weights)>=m + warning('oxfordRealized:realizedKernelLength','The length of WEIGHTS is longer than the length of RETURNS.\n The weights are being truncated at N-1 where N is the number of returns') + weights = weights(1:m-1); +elseif length(weights)> .1*length(returns) + warning('oxfordRealized:realizedKernelLength','The number of WEIGHTS may be excessive. Consider using a smaller kernel.') +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% Get the size of the kernel +H=length(weights); + + +% Use all returns when computing autocovariances +gammaH = zeros(k,k,H); +% Loop and compute the values for gamma +for i=1:H + returnsMinus = returns(1:m-i,:); + returnsPlus = returns(i+1:m,:); + gammaH(:,:,i) = returnsMinus' * returnsPlus; +end +% Compute the 0-lag gamma using all returns +gamma0 = returns' * returns; + +% Construct the kernel +rmk = gamma0; +if ~isempty(weights) + for j=1:length(weights) + rmk = rmk + weights(j)*(gammaH(:,:,j)+gammaH(:,:,j)'); + end +else + warning('oxfordRealized:realizedKernelLength','The number of lags used was 0.'); +end + + + + + + + + + + + + + + + + + + + + + + + + +function [errorMessage, options, numPrices, timeType, samplingInterval] = realized_multivariate_kernel_parameter_check(varargin) +% Support function for realized_multivariate_kernel that does input validation +% +% USAGE: +% [ERRORMESSAGE,OPTIONS] = realized_kernel_parameter_check(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINVERVAL,OPTIONS) +% +% INPUTS: +% See realized_kernel +% +% OUTPUT: +% ERRORMESSAGE - String containing a description of the error if one is detected. Empty if no +% error. +% OPTIONS - A realized_kernel options structure with the additional field +% filteredN - Number of observations that are used to compute the kernel. This is +% needed for computing the optimal bandwidth. +% +% COMMENTS: +% See realized_options for a description of the other fields in OPTIONS +% +% See also REALIZED_KERNEL, REALIZED_OPTIONS + + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +% initialized errorMessage +errorMessage = []; + +% Determine the number of prices and times +k = length(varargin); +if k/2~=floor(k/2) + options = varargin{k}; + timeType = varargin{k-2}; + samplingInterval = varargin{k-1}; + numPrices = (k-3)/2; +else + options = realized_options('Multivariate Kernel'); + timeType = varargin{k-1}; + samplingInterval = varargin{k}; + numPrices = (k-2)/2; +end + + + + + +% Prices and times +for i=1:numPrices + price = varargin{2*i-1}; + time = varargin{2*i}; + if size(price,2)>size(price,1) + price=price'; + end + if size(price,2)>1 + errorMessage = ['PRICE series ' num2str(i) ' must be a m(i) by 1 vector.']; + return + end + + % Time + if size(time,2)>size(time,1) + time=time'; + end + if any(diff(time)<0) + errorMessage = ['TIME for series ' num2str(i) ' must be sorted and increasing']; + return + end + if size(time,2)>1 || length(time)~=length(price) + errorMessage = ['TIME for series ' num2str(i) ' must be a m(i) by 1 vector the same size as PRICE series (i).']; + return + end +end + +% TimeType +timeType=lower(timeType); +if ~ismember(timeType,{'wall','seconds','unit'}) + errorMessage = 'TIMETYPE must be one of ''wall'', ''seconds'' or ''unit''.'; + return +end + + +if samplingInterval<1 || ~isscalar(samplingInterval) + errorMessage = 'SAMPLINGINTERVAL must be a positive integer (usually 1).'; + return +end + +% Options + +% List of flat top kernels +flatTopKernelList = {'bartlett','twoscale','2ndorder','epanechnikov',... + 'cubic','multiscale','5thorder','6thorder','7thorder','8thorder','parzen',... + 'th1','th2','th5','th16'}; + +% List of non flat top kernels +nonFlatTopKernelList = {'nonflatparzen','qs','fejer','thinf','bnhls'}; + +% Combined kernel list +kernelList = [flatTopKernelList nonFlatTopKernelList]; + +% Check fields for valid values +optionsFieldNames = fieldnames(options); +% Insert any missing fiedls +defaultOptions = realized_options('Kernel'); +defaultFieldNames = fieldnames(defaultOptions); +missingFields = setdiff(defaultFieldNames,optionsFieldNames); +if ~isempty(missingFields) + for i = 1:length(missingFields) + options.(missingFields{i}) = defaultOptions.(missingFields{i}); + end +end + +for i=1:length(optionsFieldNames) + fieldName = optionsFieldNames{i}; + fieldValue = options.(fieldName); + if ischar(fieldValue) + fieldValue = lower(fieldValue); + options.(fieldName) = fieldValue; + end + + switch fieldName + case 'kernel' + % Member of kernelList + if ~ismember(fieldValue,nonFlatTopKernelList) + errorMessage = ['OPTIONS.' fieldName ' must be one of the listed types.']; + return + end + case 'medFrequencyKernel' + % Member of kernelList + if ~ismember(fieldValue,kernelList) + errorMessage = ['OPTIONS.' fieldName ' must be one of the listed types.']; + return + end + case {'bandwidth','medFrequencyBandwidth'} + % Non-negative scalar + if ~isempty(fieldValue) && ~isnonnegativescalar(fieldValue) + errorMessage = ['OPTIONS.' fieldName ' must a non-negative scalar.']; + return + end + case 'endTreatment' + % String + if ~ismember(fieldValue,{'jitter'}) + errorMessage = 'OPTIONS.endTreatment must be ''Jitter''.'; + return + end + case {'jitterLags','maxBandwidth'} + % Non-negative scalar integer + if ~isempty(fieldValue) && ~isnonnegativescalarinteger(fieldValue) + errorMessage = ['OPTIONS.' fieldName ' must be a non-negative scalar integer.']; + return + end + case {'useDebiasedNoise','useAdjustedNoiseCount'} + % Logical or scalar + if ~islogical(fieldValue) && ~ismember(fieldValue,[0 1]) + errorMessage = 'OPTIONS.useDebiasedNoise must be a logical value.'; + return + end + case 'maxBandwidthPerc' + % Scalar 0<=fieldvalue<=1 + if ~isempty(fieldValue) && ~isnonnegativescalar(fieldValue) && fieldValue>1 + errorMessage = 'OPTIONS.maxBandwidthPerc must be a non-negative scalar between 0 and 1.'; + return + end + case {'IQEstimationSamplingType','medFrequencySamplingType','noiseVarianceSamplingType'} + % One of the sampling types + if ~ismember(fieldValue,{'calendartime','calendaruniform','businesstime','businessuniform','fixed'}) + errorMessage = ['OPTIONS.' fieldName ' must be one of ''CalendarTime'', ''CalendarUniform'', ''BusinessTime'', ''BusinessUniform'' or ''Fixed''.']; + return + end + case {'medFrequencySamplingInterval','noiseVarianceSamplingInterval','IQEstimationSamplingInterval'} + % Non-negative scalar, less that 1 if timeType is unit + if isempty(fieldValue) || ~isnonnegativescalar(fieldValue) + errorMessage = ['OPTIONS.' fieldName ' must be a non-negative scalar between 0 and 1.']; + return + end + if strcmp(timeType,'unit') && fieldValue>1 + errorMessage = ['OPTIONS.' fieldName ' must be less than 1 if TIMETYPE when ''unit''.']; + return + end + end +end + + + +function condition = isnonnegativescalarinteger(x) +% Function that returns logical true if that input is a non-empty, scalar integer >=0 +condition = ~isempty(x) && isscalar(x) && x>=0 && x==floor(x); + + +function condition = isnonnegativescalar(x) +% Function that returns logical true if that input is a non-empty scalar >=0 +condition = ~isempty(x) && isscalar(x) && x>=0; diff --git a/realized/realized_noise_estimate.m b/realized/realized_noise_estimate.m new file mode 100644 index 0000000..86a4a8f --- /dev/null +++ b/realized/realized_noise_estimate.m @@ -0,0 +1,121 @@ +function [noiseVariance, debiasedNoiseVariance, IQEstimate] = realized_noise_estimate(price, time, timeType, options) +% Estimation of the optimal bandwidth to use when estimating the quadratic variation using a Realized Kernel +% +% USAGE: +% [NOISEESTIMATE,RAWNOISEESTIMATE,IQESTIMATE] = realized_kernel_select_bandwidth(PRICE,TIME,TIMETYPE,OPTIONS) +% +% INPUTS: +% PRICE - m by 1 vector of prices +% TIME - m by 1 vector of times where TIME(i) corresponds to PRICE(i) +% TIMETYPE - String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS, e.g. 101543 or 153217 +% 'seconds' Time measured in seconds past midnight on the first day +% 'unit' Unit normalized date format, e.g. .1, .234, .9. Unit normalized times are +% more general than the other types and can be applied to data from more than one +% calendar day +% OPTIONS - Realized kernel options structure. See help realized_kernel_options +% +% OUTPUTS: +% NOISEVARIANCE - Bandi-Russel noise variance estimate +% DEBIASEDNOISEVARIANCE - Debiased Bandi-Russel noise variance estimate using the adjustment of BNHLS +% IQESTIMATE - An estimate of the lower bound of the IQ based on low-freuqency returns +% +% COMMENTS: +% This is a helper function for REALIZED_KERNEL. See Barndorf-Nielsen, Hansen, Lunde and Shephard +% (2008) for details about the optimal selection of bandwidth +% +% See also REALIZED_KERNEL, REALIZED_PRICE_FILTER, REALIZED_KERNEL_WEIGHTS +% REALIZED_KERNEL_SELECT_LAG_LENGTH, REALIZED_VARIANCE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin~=4 + error('Seven inputs required.') +end +if size(price,2)>size(price,1) + price=price'; +end +if size(price,2)>1 + error('PRICE must be a m by 1 vector.') +end +if size(time,2)>size(time,1) + time=time'; +end +if any(diff(time)<0) + error('TIME must be sorted and increasing') +end +if size(time,2)>1 || length(time)~=length(price) + error('TIME must be a m by 1 vector.') +end +time = double(time); +timeType=lower(timeType); +if ~ismember(timeType,{'wall','seconds','matlab'}) + error('TIMETYPE must be one of ''wall'', ''seconds'' or ''Matlab''.'); +end + +% List of flat top kernels +flatTopKernelList = {'bartlett','twoscale','2ndorder','epanechnikov',... + 'cubic','multiscale','5thorder','6thorder','7thorder','8thorder','parzen',... + 'th1','th2','th5','th16'}; + +% List of non flat top kernels +nonFlatTopKernelList = {'nonflatparzen','qs','fejer','thinf','bnhls'}; + +% Combined kernel list +kernelList = [flatTopKernelList nonFlatTopKernelList]; + +if ~isfield(options,'medFrequencyKernel') || ~ismember(options.medFrequencyKernel,kernelList) + error('KERNEL must be a field of OPTIONS and one of the listed types.') +end + +medFrequencySamplingType = options.medFrequencySamplingType; +medFrequencySamplingInterval = options.medFrequencySamplingInterval; +medFrequencyKernel = options.medFrequencyKernel; +medFrequencyBandwidth = options.medFrequencyBandwidth; +if ~isscalar(medFrequencySamplingInterval) || floor(medFrequencySamplingInterval)~=medFrequencySamplingInterval || medFrequencySamplingInterval<=0 + error('MEDIUMFREQUENCYTIME must be a postive integer scalar value.'); +end + +IQEstimationSamplingType = options.IQEstimationSamplingType; +IQEstimationSamplingInterval = options.IQEstimationSamplingInterval; +if ~isscalar(IQEstimationSamplingInterval) || floor(IQEstimationSamplingInterval)~=IQEstimationSamplingInterval || IQEstimationSamplingInterval<=0 + error('LOWFREQUENCYTIME must be a postive integer scalar value.'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% To compute the "optimal" bandwidth an estimate of the noise and the QV using low frequency data +lowFrequencyRealizedVariance = realized_variance(price,time, timeType , IQEstimationSamplingType, IQEstimationSamplingInterval); + +noiseVarianceSamplingType = options.noiseVarianceSamplingType; +noiseVarianceSamplingInterval = options.noiseVarianceSamplingInterval; + +% Compute the noiseVariance using the debiased version of Bandi-Russell, using all prices +noiseVariance = realized_variance(price, time, timeType , noiseVarianceSamplingType , noiseVarianceSamplingInterval); +% Compute the effective 'n' to use in the Bandi-Russel estimator +noiseFilteredPrice = realized_price_filter(price, time, timeType , noiseVarianceSamplingType , noiseVarianceSamplingInterval); +if options.useAdjustedNoiseCount + % Only count the number of non-zero returns + n = sum(diff(noiseFilteredPrice)~=0); +else + n = length(noiseFilteredPrice) - 1; +end +noiseVariance = noiseVariance/(2*n); + +% Require a realized kernel estimate to adjust the variance +medFrequencyOptions = realized_options('kernel'); +medFrequencyOptions.kernel = medFrequencyKernel; +medFrequencyOptions.bandwidth = medFrequencyBandwidth; +medFrequencyOptions.endTreatment = 'stagger'; + +medFreuqencyRealizedKernel = realized_kernel(price, time, timeType, medFrequencySamplingType, medFrequencySamplingInterval, medFrequencyOptions); +medFrequencyRealizedVariance = realized_variance(price,time, timeType , medFrequencySamplingType, medFrequencySamplingInterval); +% Use the BNHLS corrected noise estimate +debiasedNoiseVariance = exp( log(noiseVariance) - medFreuqencyRealizedKernel/medFrequencyRealizedVariance); +IQEstimate = lowFrequencyRealizedVariance^2; \ No newline at end of file diff --git a/realized/realized_options.m b/realized/realized_options.m new file mode 100644 index 0000000..a5641d3 --- /dev/null +++ b/realized/realized_options.m @@ -0,0 +1,207 @@ +function options = realized_options(realizedFunction) +% Returns an option structure for use with realized_kernel and realized_variance_optimal_sampling containing the default values. +% +% USAGE: +% [OPTIONS] = realized_options(REALIZEDFUNCTION) +% +% INPUTS: +% REALIZEDFUNCTION - String containing the name of estimator being used. Currently supported: +% 'Kernel' - Realized kernel estimation (realized_kernel) +% 'Multivariate Kernel' - Realized kernel estimation (realized_multivariate_kernel) +% 'Optimal Sampling' - Realized variance using Bandi-Russell optimal sampling +% (realized_variance_optimal_sampling) +% 'Twoscale' - Two-scale Realized variance +% 'Multiscale' - Multisclae Realized variance +% 'QMLE' - QMLE estimation of QV +% OUTPUT: +% OPTIONS - A structure that may include the fields (default values in parentheses) +% kernel - One of the supported kernels ('nonflatparzen') +% Non-flat-top, weakly positive, n^(1/5) rate: +% 'nonflatparzen' [RECOMMENDED] Parzen kernel applied to non-flat-top case +% 'qs' Quadratic Spectral +% 'fejer' Fejer kernel +% 'thinf' Tukey-Hanning kernel with infinite lag order +% 'bnhls' Kernel proposed by Barndorf-Neilsen, Hansen, Lunde and Shephard +% Flat-top, n^(1/4) rate: +% 'parzen' Parzen's kernel +% 'th1' Tukey-Hanning kernel with power 1 +% 'th2' Tukey-Hanning kernel with power 2 +% 'th5' Tukey-Hanning kernel with power 5 +% 'th16' Tukey-Hanning kernel with power 16 +% 'cubic','multiscale' 3rd order (cubic) kernel, which is asymptotically +% equivalent to multiscale realized variance +% '5thorder' 5th order Kernel +% '6thorder' 6th order Kernel +% '7thorder' 7th order Kernel +% '8thorder' 8th order Kernel +% Flat-top, n^(1/6) rate: +% 'bartlett','twoscale' Bartlett kernel, which is asymptotically equivalent to the +% two-scale estimator +% '2ndorder' 2nd order (quadratic) kernel +% 'epanechnikov' Epanechnikov kernel +% endTreatment - String value containing 'Jitter' or 'Stagger' ('Jitter') +% 'Jitter'ing the end points means that the first q and the last q observations are +% pre-averaged before computing the kernel. This is needed (theoretically) to +% remove end effects. Once the end points are jittered the kernel is computed using +% all data to compute every realized autocovariance. NOTE: 'Jitter' must be used if +% a non-flat top kernel is used. +% 'Stagger' does not pre-average but uses a kernel computed from realized +% autocovariances computed from non-overlapping returns. +% jitterLags - Number of lags to use if 'Jitter' is selected in endTreatment (2). If +% empty ([]) the optimal number of end points to jitter is selected automatically. +% maxBandwidthPerc - Non-negative scalar between 0 and 1 maximum +% bandwidth to use as a percentage of the number of observations (.25) +% maxBandwidth - Non-negative scalar maximum bandwidth to use as an absolut number ([]) +% bandwidth - Non-negative scale bandwidth to use when computing the realized kernel ([]). +% If empty the optimal bandwidth is estimated using a plug-in estimator. +% +% The remaining fields are only used if bandwidth or jitterLags is estimated. +% (i.e. OPTIONS.bandwidth = [] or OPTIONS.jitterLags = []) +% useDebiasedNoise - Logical value indicating whether to use debiased noise or not +% when estimating the optimal bandwidth (false) +% useAdjustedNoiseCount - Logical value indicating whether the count of the number of +% observations used in the noise estimate should include only non-zero returns (true) +% medFrequencySamplingType - Sampling type to use when computing the realized +% variance and kernel used in the debiased noise estimate ('BusinessUniform'). See +% realized_price_filter for a description of the avilable sampling types +% medFrequencySamplingInterval - Sampling interval to use when computing the realized +% variance and kernel used in the debiased noise estimate (390). See +% realized_price_filter for the precise interpretation of sampling interval which +% depends on the selected sampling type. +% medFrequencyKernel - Kernel to use when computing the debiased noise estimated ('parzen') +% medFrequencyBandwidth - Bandwidth to use with medFrequencyKernel (5) +% noiseVarianceSamplingType - Sampling type to use when computing the realized +% variance used in the noise estimator ('BusinessUniform'). +% noiseVarianceSamplingInterval - Sampling interval to use when computing the realized +% variance used in the noise estimator (120). +% IQEstimationSamplingType - Sampling type to use when computing the realized +% variance used in the IQ estimator ('BusinessUniform') +% IQEstimationSamplingInterval - Sampling interval to use when computing the realized +% variance used in the IQ estimator (39) +% +% COMMENTS: +% These values have been calibrated to use with liquid NYSE TAQ data. It may be necessary to +% modify these values if computing realized kernels on illiquid data or on data which trades over +% interval significantly different than 6.5 hours (such as 24-hour markets or where the market +% is closed for part of the day) +% +% Relevant options for each function: +% | Realized | Multivariate | Optimal | Twoscale, | QMLE +% | Kernel | Kernel | Sampling | Multiccale | +% | | | | | +% kernel | x | x | | | +% endTreatment | x | x | | | +% jitterLags | x | x | | | +% maxBandwidthPerc | x | x | | x | +% maxBandwidth | x | x | | x | +% bandwidth | x | x | | x | +% useDebiasedNoise | x | x | x | x | +% useAdjustedNoiseCount | x | x | x | x | +% medFrequencySamplingType | x | x | x | x | x +% medFrequencySamplingInterval | x | x | x | x | x +% medFrequencyKernel | x | x | x | x | +% medFrequencyBandwidth | x | x | x | x | +% noiseVarianceSamplingType | x | x | x | x | x +% noiseVarianceSamplingInterval | x | x | x | x | x +% IQEstimationSamplingType | x | x | x | x | +% IQEstimationSamplingInterval | x | x | x | x | +% +% Note: Optimal Sampling uses default values of noiseVarianceSamplingType = 'BusinessTime' and +% noiseVarianceSamplingInterval = 1 +% +% EXAMPLE: +% % Generate the default options for estimating Realized Kernels +% options = realized_options('kernel') +% +% See also REALIZED_KERNEL, REALIZED_VARIANCE_OPTIMAL_SAMPLING, REALIZED_TWOSCALE_VARIANCE, +% REALIZED_MULTISCALE_VARIANCE, REALIZED_QMLE_VARIANCE + + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin>1 + error('0 or 1 input required.') +end +if nargin==0 + realizedFunction = 'kernel'; +end +realizedFunction = lower(realizedFunction); +if ~ismember(realizedFunction,{'kernel','optimal sampling','twoscale','multiscale','multivariate kernel','qmle'}) + error('REALIZEDFUNCTION must be one of the listed types.') +end +%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%% + + +% Kernel +options.kernel = 'nonflatparzen'; +% End Treatment +options.endTreatment = 'jitter'; +% Max bandwidth percentage of observations +options.maxBandwidthPerc = .25; +% Max bandwidth (absolute) +options.maxBandwidth = []; +% Jitter Lags +options.jitterLags = 2; +% Bandwidth +options.bandwidth = []; +% These options only affect the estimation of bandwdith +% Use debiased noise +options.useDebiasedNoise = false; +% Use adjusted count +options.useAdjustedNoiseCount = true; +% Medium Frequency Sampling Type +options.medFrequencySamplingType = 'BusinessUniform'; +% Medium Frequency Sampling Type +options.medFrequencySamplingInterval = 390; +% Medium Frequency Kernel +options.medFrequencyKernel = 'parzen'; +% Medium Frequency Bandwidth +options.medFrequencyBandwidth = 5; +% Noise Variance Sampling Type +options.noiseVarianceSamplingType = 'BusinessUniform'; +% Noise Variance Sampling Interval +options.noiseVarianceSamplingInterval = 120; +% IQ Estimation Sampling Type +options.IQEstimationSamplingType = 'BusinessUniform'; +% IQ Estimation Sampling Interval +options.IQEstimationSamplingInterval = 39; + + +% Remove any unneeded fields +switch realizedFunction + case {'kernel','multivariate kernel'} + fieldList = {'kernel','endTreatment','jitterLags','maxBandwidthPerc','maxBandwidth',... + 'bandwidth','useDebiasedNoise','useAdjustedNoiseCount','medFrequencySamplingType',... + 'medFrequencySamplingInterval','medFrequencyKernel','medFrequencyBandwidth',... + 'noiseVarianceSamplingType','noiseVarianceSamplingInterval','IQEstimationSamplingType',... + 'IQEstimationSamplingInterval'}; + case {'optimal sampling','twoscale','multiscale'} + fieldList = {'bandwidth','useDebiasedNoise','useAdjustedNoiseCount','medFrequencySamplingType',... + 'medFrequencySamplingInterval','medFrequencyKernel','medFrequencyBandwidth',... + 'noiseVarianceSamplingType','noiseVarianceSamplingInterval','IQEstimationSamplingType',... + 'IQEstimationSamplingInterval'}; + options.noiseVarianceSamplingType = 'BusinessTime'; + options.noiseVarianceSamplingInterval = 1; + options.useAdjustedNoiseCount = false; + case {'qmle'} + fieldList = {'medFrequencySamplingType','medFrequencySamplingInterval',... + 'noiseVarianceSamplingType','noiseVarianceSamplingInterval'}; + options.noiseVarianceSamplingType = 'BusinessTime'; + options.noiseVarianceSamplingInterval = 1; +end + + +fields = fieldnames(options); +for i=1:length(fields) + if ~ismember(fields(i),fieldList) + options = rmfield(options,fields(i)); + end +end + diff --git a/realized/realized_price_filter.m b/realized/realized_price_filter.m new file mode 100644 index 0000000..51b3e16 --- /dev/null +++ b/realized/realized_price_filter.m @@ -0,0 +1,281 @@ +function [filteredPrice,filteredTime,actualTime] = realized_price_filter(price,time,timeType,samplingType,samplingInterval) +% Price filtering for computing realized variances and other +% high-frequency price based returns +% +% USAGE: +% [FILTEREDPRICE,FILTEREDTIME,ACTUALTIME] = realized_price_filter(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL) +% +% INPUTS: +% PRICE - m by 1 column vector of prices +% TIME - m by 1 column vector of times corresponding to PRICE. +% Must be sorted and increasing. +% TIMETYPE - String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS, e.g. 101543 or 153217 +% 'seconds' Time measures in seconds past midnight. +% TIME must satisfy 0<=TIME<86400 +% 'unit' Unit normalized date format, e.g. .1, .234, .9 +% Unit normalized times are more general than the +% other types and can be applied to data from more +% than one calendar day +% SAMPLINGTYPE - String describing the type of sampling to use when +% filtering PRICE +% 'CalendarTime' - Sample in calendar time using +% observations separated by SAMPLINGINTERVAL +% seconds. If TIMETYPE is 'unit', +% SAMPLINGINTERVAL must be between 0 and 1 and +% represents the fraction of the sample to skip +% when sampling. +% 'CalendarUniform' - Sample in calendar time using +% SAMPLINGINTERVAL observations spread uniformly +% between TIME(1) and TIME(m) +% 'BusinessTime' - Sample in business (tick) time +% using observation separated by SAMPLINGINTERVAL +% ticks +% 'BusinessUniform' - Sample in business (tick) +% time using observations uniformly spaced in +% business time. +% 'Fixed' - Sample at specific points in time. When +% using fixed, SAMPLINGINTERVAL must be a n by 1 vector +% of times with the same TIMETYPE as TIME (i.e. +% seconds if TIME is in seconds) +% SAMPLINGINTERVAL - Scalar integer or n by 1 vector whose meaning depends on the +% selected SAMPLINGTYPE +% +% OUTPUTS: +% FILTEREDPRICE - n by 1 vector of filtered prices. n depends on +% SAMPLINGTYPE as well as the data +% FILTEREDTIME - n by 1 vector of sampling times corresponding to +% the chosen sampling scheme +% ACTUALTIME - n by 1 vector. ACTUALTIME(i) provides the actual +% observation time that was used when sampling at FILTEREDTIME(i) +% +% +% COMMENTS: +% This is a helper function for REALIZED_KERNEL. Last price +% interpolation is always used. If SAMPLINGTYPE is 'Fixed' then any +% requested samples before the first observation will be back filled +% with PRICE(1). An indicator for back filled values can be constructed +% using ACTUALTIME>FILTEREDTIME +% +% EXAMPLES: +% % 5-minute prices +% FILTEREDPRICE = realized_price_filter(PRICE,TIME,'wall','CalendarTime',300) +% +% % 79 prices spread uniformly in calendar time +% FILTEREDPRICE = realized_price_filter(PRICE,TIME,'wall','CalendarUniform',79) +% +% % 20-tick returns +% FILTEREDPRICE = realized_price_filter(PRICE,TIME,'wall','CalendarUniform',79) +% +% % 391 prices spread uniformly in business time +% FILTEREDPRICE = realized_price_filter(PRICE,TIME,'wall','CalendarUniform',79) +% +% % 5-minute prices coresponding to 9:30:00, 9:35:00, ... +% sampleTimes = seconds2wall(wall2seconds(93000):300:wall2seconds(160000))'; +% FILTEREDPRICE = realized_price_filter(PRICE,TIME,'wall','Fixed',sampleTimes) +% +% % .05-calendar time sampling when using unit times +% TIME = wall2unit(TIME,min(TIME),max(TIME)); +% FILTEREDPRICE = realized_price_filter(PRICE,TIME,'unit','CalendarTime',.05) +% +% +% See also REALIZED_KERNEL, REALIZED_KERNEL_CORE, REALIZED_KERNEL_WEIGHTS +% REALIZED_KERNEL_SELECT_LAG_LENGTH, REALIZED_VARIANCE + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 1 Date: 5/1/2008 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +if nargin~=5 + error('Five inputs required.') +end +if size(price,2)>size(price,1) + price=price'; +end +if size(price,2)>1 + error('PRICE must be a m by 1 vector.') +end +if size(time,2)>size(time,1) + time=time'; +end +if any(diff(time)<0) + error('TIME must be sorted and increasing') +elseif any(diff(time)==0) + warning('oxfordRealized:realizedPriceFilter','TIME contains multiple entries with the same value. This creates an ambiguity and FILTEREDPRICE will contain the last price if TIME does not only unique elements.') +end +if size(time,2)>1 || length(time)~=length(price) + error('TIME must be a m by 1 vector.') +end +timeType=lower(timeType); +if ~ismember(timeType,{'wall','seconds','unit'}) + error('TIMETYPE must be one of ''wall'', ''seconds'' or ''unit''.'); +end +% Inserted to protect against inputing integer times +time = double(time); + +samplingType=lower(samplingType); +if ~ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform','fixed'}) + error('SAMPLINGTYPE must be one of ''CalendarTime'', ''CalendarUniform'', ''BusinessTime'', ''BusinessUniform'' or ''Fixed''.'); +end + +m=size(price,1); +t0Original=time(1); +tTOriginal=time(m); +if ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform'}) + % Must be a scalar integer, unless using unit times + if (~isscalar(samplingInterval) || floor(samplingInterval)~=samplingInterval || samplingInterval<1) && ~strcmp(timeType,'unit') + error('SAMPLINGINTERVAL must be a positive integer for the SAMPLINGTYPE selected.') + end +else + if size(samplingInterval,2)>size(samplingInterval,1) + samplingInterval=samplingInterval'; + end + if ~(any(samplingInterval>=t0Original) && any(samplingInterval<=tTOriginal)) + error('At least one sampling interval must be between min(TIME) and max(TIME) when using ''Fixed'' as SAMPLINGTYPE.') + end + if any(diff(samplingInterval)<=0) + error('When using ''Fixed'' as SAMPLINGTYPE the vector of sampling times in SAMPLINGINTERVAL must be sorted and strictly increasing.') + end +end + +if strcmp(timeType,'unit') && strcmp(samplingType,'calendartime') + % samplingInterval must be between 0 and 1 + if samplingInterval>1 + error('When TIMETYPE is ''unit'' and SAMPLINGTYPE is ''CalendarTime'', SAMPLINGINTERVAL must also be in ''unit'' terms, and so must be between 0 and 1') + end +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% Get the size of the price +m=size(price,1); + +% Convert times +if strcmp(samplingType,'fixed') + time0 = min(samplingInterval); + time1 = max(samplingInterval); +else + time0 = min(time); + time1 = max(time); +end +if strcmp(timeType,'wall') + time = wall2unit(time,time0,time1); +elseif strcmp(timeType,'seconds') + time = seconds2unit(time,time0,time1); +end +% If fixed convert these times as well +if strcmp(samplingType,'fixed') + if strcmp(timeType,'wall') + samplingInterval = wall2unit(samplingInterval,time0,time1); + elseif strcmp(timeType,'seconds') + samplingInterval = seconds2unit(samplingInterval,time0,time1); + end +end + + +% Get the first and last time +t0=time(1); +tT=time(m); +% Switch based on the cases +switch samplingType + case 'calendartime' + % If calendar time + % Convert sampling interval to be a fraction of a period + % Unit strides + if strcmp(timeType,'wall') + timeBase = wall2seconds([time0 time1]); + samplingInterval = samplingInterval/diff(timeBase); + elseif strcmp(timeType,'seconds') + samplingInterval = samplingInterval/(time1-time0); + end + filteredTime=(t0:samplingInterval:tT)'; + % Append the final observation + if ~ismember(tT,filteredTime) + filteredTime=[filteredTime; tT]; + end + % Compute the filtered prices + [filteredPrice,actualTime]=fasttimefilter(price,time,filteredTime); + case 'calendaruniform' + % Sampling interval contains the number of samples + % Uniform spacing + filteredTime=linspace(t0,tT,samplingInterval)'; + % Compute the filtered prices + [filteredPrice,actualTime]=fasttimefilter(price,time,filteredTime); + case 'businesstime' + indices=(1:samplingInterval:m)'; + if ~ismember(m,indices) + indices=[indices;m]; + end + filteredPrice=price(indices); + filteredTime=time(indices); + actualTime = filteredTime; + case 'businessuniform' + % Sampling interval contains the number of samples + indices=floor(linspace(1,m,samplingInterval)); + filteredPrice=price(indices); + filteredTime=time(indices); + actualTime = filteredTime; + case 'fixed' + filteredTime = samplingInterval; + % Compute the filtered prices + [filteredPrice,actualTime]=fasttimefilter(price,time,filteredTime); + otherwise + error('Unrecogniced SAMPLINGTYPE.') +end + +% Finally convert filteredTime back to the original time format +if strcmp(timeType,'wall') + filteredTime = unit2wall(filteredTime,time0,time1); + actualTime = unit2wall(actualTime,time0,time1); +elseif strcmp(timeType,'seconds') + filteredTime = unit2seconds(filteredTime,time0,time1); + actualTime = unit2seconds(actualTime,time0,time1); +end + + + +function [filteredPrice,actualTime]=fasttimefilter(price,time,filteredTime) + +% Get the size of the inputs +m=size(price,1); +n=size(filteredTime,1); +% This uses a 2-index algorithm so that it is fast for any realistic size. +timeIndex=1; +filteredTimeIndex=1; +% Pl hold the index values. Initializing to 1 makes the back fill easy +pl=ones(n,1); +while timeIndex<=m && filteredTimeIndex<=n + if time(timeIndex)<=filteredTime(filteredTimeIndex) + pl(filteredTimeIndex)=timeIndex; + timeIndex=timeIndex+1; + elseif filteredTimeIndex=time(timeIndex) + while filteredTimeIndexfilteredTime(n) + % No more to assign, so break + break + end +end + +% Clean up any trailing ones +starter = find(diff(pl)<0) + 1; +if ~isempty(starter) + pl(starter:length(pl)) = pl(starter-1); +end +% Use pl the index the filteredPrice and filterTimeActual +filteredPrice = price(pl); +actualTime = time(pl); + diff --git a/realized/realized_qmle_variance.m b/realized/realized_qmle_variance.m new file mode 100644 index 0000000..ded6156 --- /dev/null +++ b/realized/realized_qmle_variance.m @@ -0,0 +1,233 @@ +function [rqv,diagnostics]=realized_qmle_variance(price,time,timeType,samplingType,samplingInterval,options) +% Estimated quadratic variation using QMLE +% +% USAGE: +% [RQV] = realized_qmle_variance(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL) +% [RQV,DIAGNOSTICS] = realized_qmle_variance(PRICE,TIME,TIMETYPE,SAMPLINGTYPE,SAMPLINGINTERVAL,OPTIONS) +% +% INPUTS: +% PRICE - m by 1 vector of high frequency prices +% TIME - [OPTIONAL] m by 1 vector of times where TIME(i) corresponds to PRICE(i). +% TIMETYPE - [OPTIONAL] String describing the way times are measured +% 'wall' 24-hour clock of the form HHMMSS.mmm, e.g. 101543 or 153217 +% 'seconds' Time measured in seconds past midnight +% 'unit' Unit normalized date format, e.g. .1, .234, .9 +% Unit normalized times are more general than the other types and can be +% applied to data from more than one calendar day +% SAMPLINGTYPE - [OPTIONAL] String describing the type of sampling to use when +% filtering PRICE +% 'CalendarTime' - Sample in calendar time using observations separated by +% SAMPLINGINTERVAL seconds +% 'CalendarUniform' - Sample in calendar time using SAMPLINGINTERVAL +% observations spread uniformly between TIME(1) and TIME(m) +% 'BusinessTime' - Sample in business (tick) time using observation separated +% by SAMPLINGINTERVAL ticks +% 'BusinessUniform' - Sample in business (tick) time using observations +% uniformly spaced in business time. +% 'Fixed' - Sample at specific points in time. When using fixed, +% SAMPLINGINTERVAL must be a n by 1 vector of times with the same TIMETYPE +% as TIME (i.e. seconds if TIME is in seconds) +% SAMPLINGINTERVAL - [OPTIONAL] Scalar integer or n by 1 vector whose meaning depends on the +% selected SAMPLINGTYPE +% OPTIONS - [OPTIONAL] Realized option structure initialized by calling +% realized_options('QMLE'). See help realized_options for a description of +% available options. +% +% OUTPUTS: +% RQV - Realized variace estimate as computed by QMLE +% DIAGNOSTICS - Structure of useful diagnostic information. Fields are +% NOISEVARIANCE - Estimated noise variance as computed using QMLE +% ITERATIONS - Number of iterations needed to converge +% +% COMMENTS: +% +% EXAMPLES: +% % Realized QMLE variance using all data +% rqv = realized_qmle_variance(price) +% % Realized QMLE variance using every 10 observations, to avoid dependence in the MMN +% rqv = realized_qmle_variance(price,[],[],'BusinessTime',10) + +% Copyright: Kevin Sheppard +% kevin.sheppard@economics.ox.ac.uk +% Revision: 3 Date: 3/10/2011 + +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +switch nargin + case 1 + time=[]; + timeType=[]; + samplingType=[]; + samplingInterval=[]; + options=[]; + case 2 + timeType=[]; + samplingType=[]; + samplingInterval=[]; + options=[]; + case 3 + samplingType=[]; + samplingInterval=[]; + options=[]; + case 4 + samplingInterval=[]; + options=[]; + case 5 + options=[]; + case 6 + % Nothing + otherwise + error('One to six inputs required.') +end + +if isempty(timeType) && ~isempty(time) + error('TIMETYPE must be provided if TIME is user supplied.') +end + +if isempty(time) + time = (1:length(price))'/price; +end + +if isempty(timeType) + timeType = 'unit'; +end + +if isempty(samplingType) + timeType = 'BusinessTime'; +end +if isempty(samplingInterval) + samplingInterval = 1; +end + +if size(price,2)>size(price,1) + price=price'; +end +if size(price,2)>1 + error('PRICE must be a m by 1 vector.') +end +if size(time,2)>size(time,1) + time=time'; +end +if any(diff(time)<0) + error('TIME must be sorted and increasing') +end +if size(time,2)>1 || length(time)~=length(price) + error('TIME must be a m by 1 vector.') +end +% Inserted to protect against inputing integer times +time = double(time); + +timeType=lower(timeType); +if ~ismember(timeType,{'wall','seconds','unit'}) + error('TIMETYPE must be one of ''wall'', ''seconds'' or ''unit''.'); +end +samplingType=lower(samplingType); +if ~ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform','fixed'}) + error('SAMPLINGTYPE must be one of ''CalendarTime'', ''CalendarUniform'', ''BusinessTime'', ''BusinessUniform'' or ''Fixed''.'); +end + +m=size(price,1); +t0=time(1); +tT=time(m); +if ismember(samplingType,{'calendartime','calendaruniform','businesstime','businessuniform'}) + % Must be a scalar integer if timeType is seconds or wall + if ismember(timeType,{'wall','seconds'}) + if ~isscalar(samplingInterval) || floor(samplingInterval)~=samplingInterval || samplingInterval<1 + error('SAMPLINGINTERVAL must be a positive integer for the SAMPLINGTYPE selected when using ''wall'' or ''seconds'' as TIMETYPE.') + end + else + if ~isscalar(samplingInterval) || samplingInterval<0 + error('SAMPLINGINTERVAL must be a positive value for the SAMPLINGTYPE selected when using ''unit'' as TIMETYPE.') + end + end +else + if size(samplingInterval,2)>size(samplingInterval,1) + samplingInterval=samplingInterval'; + end + if ~(any(samplingInterval>=t0) && any(samplingInterval<=tT)) + error('At least one sampling interval must be between min(TIME) and max(TIME) when using ''Fixed'' as SAMPLINGTYPE.') + end + if any(diff(samplingInterval)<=0) + error('When using ''Fixed'' as SAMPLINGTYPE the vector of sampling times in SAMPLINGINTERVAL must be sorted and strictly increasing.') + end +end + +if nargin==6 && ~isempty(subsamples) + if ~isscalar(subsamples) || subsamples<0 || floor(subsamples)~=subsamples + error('SUBSAMPLES must be a non-negative scalar.') + end +end + +if nargin<7 || isempty(options) + options = realized_options('QMLE'); +end +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Input Checking +%%%%%%%%%%%%%%%%%%%%%%%%%%%% +logPrice = log(price); +[filteredLogPrice,filteredTimes] = realized_price_filter(logPrice,time,timeType,samplingType,samplingInterval); +% Need starting values for sigma2 and omega2 +noisePrice = realized_price_filter(logPrice,time,timeType,options.noiseVarianceSamplingType,options.noiseVarianceSamplingInterval); +noiseReturn = diff(noisePrice); +omega2 = noiseReturn'*noiseReturn/length(noiseReturn); + +r = diff(filteredLogPrice); +n = size(r,1); +sigma2 = realized_variance(logPrice,time,timeType,options.medFrequencySamplingType,options.medFrequencySamplingInterval); +delta = 1/n; +L = spalloc(n,n,4+3*(n-2)); +diagInd = (0:n-1)*n+(1:n); +uDiagInd = (1:n-1)*n+(1:n-1); +lDiagInd = (0:n-2)*n+(2:n); +L(diagInd)=2; +L(uDiagInd)=-1; +L(lDiagInd)=-1; +O = spalloc(n,n,4+3*(n-2)); + +theta = [sigma2;omega2]; +thetaOld = [-1;-1]; +iter = 0; +while max(abs(theta-thetaOld)>1e-3) && iter<20 + thetaOld = theta; + O(diagInd) = sigma2 * delta + 2*omega2; + O(lDiagInd) = -omega2; + O(uDiagInd) = -omega2; + Om1 = inv(O); + Om1 = (Om1+Om1')/2; + Om2= inv(O*O); + Om2 = (Om2+Om2')/2; + Om1L = Om1*L; + Om2L = Om2*L; + Om2L2 = Om2L*L; + Om1LOm1 = Om1L*Om1; + Om1LOm1 = (Om1LOm1+Om1LOm1')/2; + + trOm2L = diag(Om2L)'*ones(n,1); + trOm2L2 = diag(Om2L2)'*ones(n,1); + trOm2 = diag(Om2)'*ones(n,1); + denom = (trOm2L)^2 - (trOm2) * (trOm2L2); + W1 = n * trOm2L * Om1LOm1 - n * trOm2L2 * Om2; + W1 = W1 / denom; + W1 = (W1+W1')/2; + W2 = trOm2L * Om2 - trOm2 * Om1LOm1; + W2 = W2/denom; + W2 = (W2+W2')/2; + + sigma2 = r'*W1*r; + omega2 = r'*W2*r; + omega2 = max(0,omega2); + theta = [sigma2;omega2]; + iter = iter + 1; + disp(iter) + disp(theta) +end + +if max(abs(theta-thetaOld)>1e-3) && iter>=20 + warning('MFE::Convergence','The realized QMLE estimator did not converge.'); +end + + +rqv = sigma2; +diagnostics.iterations = iter; +diagnostics.noiseVariance = omega2; \ No newline at end of file diff --git a/realized/realized_quantile_scales.mat b/realized/realized_quantile_scales.mat new file mode 100644 index 0000000000000000000000000000000000000000..8581fd9581df8886ed516756e734c2924a2a55b3 GIT binary patch literal 549815 zcmb4o1y>wR6K)8>AvgqryK4x(iw1|_ZXtMZ*Tpqx&;)k~7Tn!!aS84aWbp-d7cTF2 z?;p5xdd|$5sp@*V>{M5)NNOodO3?^#@zAJ9YH?cGezWAD`TWh?-O9<;L4@YBw622c z#}6Dd(yo@~?v`I^oE$}Hv}`4Nd}|hDR;kSs>WcKw zVz}@xkNReT@5SJPvB$3t%V`Dyl+s~y?-uj|MjL%nWDA|NO)}cFnsn|ef6qflo4KD( zumX3O-J7Q!c0{H<@?-O2^Of>WB$px`U#;V{;k#QL@f|TutK|QZYz}fnStoD9aTh(h zo2JYYmGTNX$6Oyj6O1#aVEYg8EarcR!}J5b=`4_el>X4YbuYx2Ah21>;%KqClNGd5 zHBPG}!@wMh!yp?w_!5U+_wVD-_kpC5wLObMRY8h3QF-rw(6El^KCp#rI4E`7*d7nB z-Z{XU7#%qh?}yKYyRZFn*00f^2VJe5P{5%u7z**48!gwegRYlrnYd@;AzU?t9510L zPx|rCFw$<5E_ivJb}=xZ!TkXX4A9qU+i6AN7JD$#Kdx76_4rX}>Y{kNkMdZVLypyP5u2CL?;O{$$LhM?kDT_o(>$^@ANw3C0ez%>;n*n1jH}` zQkkeq7imn6X&hIUySf#Zp-pC{hNN>~0Clz;b~WjM+M4Od-)q$CJCJ4*2&ZqS;O^!y z6eMi^9NqiW6rWfs9pNMM#H9#023|k9dEF=l+H)_{I}Q)M5d{z~U&_Sz0L(I+4uUTw za#jbZ)}U_?NlCsv*GU=1Acb0c4YQ@W8E(*d7poieOt2+~&#Ae3^KV<%;-=|`^wYCN zo#&4JcOY}ADTW7!`B@DZonIWO2CjFi_ zH=FYO0@BV{^L>|lotNf8+;y3%KhSt>W9*F|kaXGpZdv9{k>|MLZnTc7R8(vswgfWcb^Oo9S@$3gP)t8cxyc0O^HsF7V<%P zx+^T7%%>K{DF(9a(|n?Ym$=-L9uEE8cew9Hvc&j-e!hVpIj?6sO+M1NT|-sR@+Q>S zDYNZ8GH{ZGJzceJ6Ox4hy;sYSm-EPD4xu_J}RC^@us73s1B- zQ*EBbQrnRQZ<@-kBC&rGzwR*)Mel?uor9U{SNAl zjaa_5o^#lBr1xuai$5)ZY`i7E&=wL|L9a7^7LiT9mM(Tg6byHAsAKl1GNsGkVleKC zSg-;PyPnNW{LPOO{^OK2VC?=&_8t3Tb0*{PBMJ4%TvzASsP5_Ut?jdvQ^G^DUsV7+ zE?KwB&bz_=(1AJ6EAp?87-3ln&0`3`vLW(`NkrU_IhTQhi zylbwJTy3|p66b`GgsYrJjyrQ(=cwWI4 zekdR^&<>CDb=VfK^Ht>@Qj53b1(~-Yv(ThJUQKYbO2}%D;Uv~YlZrEi_bRRT6dZ3! zsaE1*z1pBo@;c0c2x4s@!2kFLn#sM>ojSJpTWqUa=k({nWajl&;>GJy$MxC^mHvbo&j6S@aauEdYdWDF2?&EO_lI<|TqV5%p%mBgCawuvmx&s(nKM#n7bm)b~ z0rVTMx!*H%_l$qabUPK@;knSbRyLyLs>h86_b5#YF0z}{b4RZZP##eF5)ZGGW+g1k zT_+%jHdmSld`?AKJc0ru-;^#74}ea8-%6~}QJb0mAT`_cHYQ@6AC#6fR*u@ks;SBL z2{=OyJ=vUWSXeEs-gt`deoo&a&(X~|j{HbW@z;I18|e6vbQz8L&EXjJX8r!9xOGRz zBHH2t`nfq`xa8@s&|~KKcK(-~HMO1)ENI7U4)h0J*=ZM=67xT=7b9-S_cAoD3h0;Ug%_kYr4(li)LhpX-xZt)3U#T zkDR+zXRiKkfe$Qd>q5!6`O{$;)Nj6Ln->BK8ppWRB$!vb6uKG*zPnNmOiy+S$vyT* zauQ{M6aHljj|}NP&O$O3W$#GYY}_l|@}M5=2+q3F4umE*f61PrtaKuw!V<6Qv(A@0 z#Jy?2>fZO__u;xRN)mn}yx$40W_lhJ$(GaGWcPpPJKGogLPc=HqITdV{J?i}^w>~>%@RK$%(vMGnky!iAnh&(MHgvkV?bli^Cz}$)x&p-OBrib zo0aU7Rm4>M%x$q$7#m4o38&B%PhQCCcr$B_Il?^GYFlu*W{|@4X4D=^vDB)wr~{uW zs{7atYQLado}m?z-?(OOKRaOG;MxZc^xOQfVcwSnHm!30yS)3C6}sMORmV@m*)d|E zo;V}I01N>lhB6zqeF$6#o>)yoa>*>JjD2&bIt?8ft|B@%$8xv2cbI%qR-435c6sUi zWA25)!j&EWlpJ??sY|`Z0m**XzHt4|3E{1Kquu;_!N)POuN;uAb#VvNu8iRkf zf4m3I%Lhs^{gd}%tt$6o-gS$@4^$80-mazdqTY2=#;1iI35b;EAGmc-e?STTxDv{+ zS9eEHq|@0z8q+=K>(lwJpiV>|wR!U$+UXJmW6J&x13nGGy3a?v2HyA~2ij~VI$gnD zp3gnF`?(j=F!aD9D8>T|3?uOSC=?SO1zmvcI&J8_5AE{x5qlUUm(B_Hsh7P+y|8M( zc)K;@xJ^BM*L8un1rFS%?q&{-W`>b z0FcEG!zedWAf#0xeN8Q8LxHZ^#5rNL;kR z{LrJ5^YgOrvShLL_YVM9obKH8XD_VdvT;LiQO)pi;j%uM`Y@Y+R%>L9n=`Jpv6v9< z)Q{`E`8zukhwg*LbMnC5u1mFkTVc-9{f4YGLgA#B@k1#3e}l4g*F7tK&dpa9d@L+( zy@j0>%UKmyB20<%RPNPJ*Y*(K^aL%ul4f%@yp(!v%hxv z;$rFOXs4iV!IAgrzipIzC3|E5gJ< zsSE$$X?3 zoj;T;0XXs97AKZFy-q}ZRklU8@gKl$l>coOv;%AwwTS{fTJ{&M4$KyZC{i2sq>q*C zzt_{*uqX?br@ha_DvWk>RQYX5pCrkyY}~?;!NO{p&m*rjhRZfrYi79}GXV{N27(+a zN#4Q>{UE!o*4>-bPkG~r%es?GVQAL17?|_o!C$~FpzGVMU+kmReXZ5{efz~w=9A)l z^WB2r-@l6<9!*^h6^#zp5sk)GXYWr0Yu1+++RU?`Kq%y3X73d)u{eG=gPfIr?UTdo zpYAD3pJT5t<$MPzg&L`Z^trMg{`n16@&sJAnqZ)r6ryc#keakUQt{cRn0#cH@(1Sz z&a?0LfM$?^tKr>x0pZ%x*A)?;Y?a0X?BtH1UA;+Nz3(!2eH8u*7U0gti`97Vjk@gX zi&VWm2isf8I*6NsiglBp+6vP7H&3V@tlF=RTRqaUAS}YvdDF8{xrHX5TU$AW6e|8< zUQuSkjU+m^jt{#d&rNbqM!HX_fCJ5-7RL$puZK}b8CBFS3Zl9L!jM1XyHw3>=lKtb z6+rdBzf$}<^u2G6CA^}#vN@bK9#k@1xj}X1B7%xIB9$iRghz|P7;UDqDru!EBoma-tSvc=a1!iLYdKwKcE_k81>$g%k2lXVdS%#B)a{);2GOk8h)wF+% z>9*CeX-x(FwcD0^uxeEQ+C5!ga<#j30#hGwDV7NifE+Ofd=2F7_UW3q{_|Zw9+q?4 z0y(RO*_i}^1HWw0J566v!_)ji5AlDa9nhb=7IFn`F;uAr{b=$a9jA} zMa~__I<6}!57ITsF6&@}dlz}a`Wsh^-yV!co@pYVY2u6gx!t*}A`Rz$bk7r4^`i2Z zIt$xZxjuHDJ9bXqnB5)@2OhMrN{gJx6xZk2Q{Ap@SI8}aoPUtS=i1S-d=aAxv93 zZLd_@OMT)2>(`u)R~qhl+}Zw-%N;Wcm<7SJyzGP^DY+TXh(TsA(p>D%hwDo7Z)YoF zEO3a2i_|J3K{-Z6o>75@o_kA{a#BTw56Q}uyQpg|MSch)n&~g^M;{!39tMnw8qEmU)F`|bMfiR_B%mCa*0|X_aL$| zcd%jsM}! z?=qkB!woku?i9`i;bJzMIAIE#+mNgHJk?_$jHR2sO!wf`bAq0!>^dKA2iny+&!!Jo zne+zjJngk4(iTtyj#|-C{rXke=MOL(;j?kK6`YtqzOW;-%?rXVwB#KMfttjAYX2$>mp`G*|1-;D|I_CeZK>uQdOYNhuBto_)%{};=D5^t`+|C1$FF&yZb-=URW0o5(|8*BQ;M^_O&-(j^aH)rPG>Z86a1z2dsaGeF@zlS!56kW$RienR z{X;?*{Z=Br-CbhdUFHzB1gK0u3jFHu58U`c5>`lqo-^{?U${-<^De{;>q|jBsr9EQ z3b9?Hx6G-xv{!y%x5bjiv6#>OI1ji+v=q++jf65+!yBa_pZeZf7kw$0a`Y6Tf8WE} zZfNM?83z+cLB#L9WKI=%pu2X7_dnoo_Fx=-k$@JYY@LCSNz;|aHO?Ksn zM8a4F>$hYS18tqA2P8J4Z`PjxaYvu_9_-)8<6IT&ZTAQ3dfnejNo1GJ@X$A+VQgRT zJs5fbLKVlb(OuSI8Wxzi#9t`L0o};J&2}34;;BzZ%#h&cEtTO*wGA+e%gWtP&?cKj z9&-oO?l})z^PbOY%59)m*S8Ux38T09)5t4$;m=H0^FE{Mt0I?X=w!qG!Nx;!PiCF^ zmo!?Gww;_$14SP6u0Xu*C))*4MJobAt#PWUKSIjLal|MZ8pz^NTR&iS_qUT-DSO1i z1w0_nn4f__T;VPFo7^?#8YmYV;GH8oygpFwU+xKM?zDVxMjW;JWV4X$R`nh3fGx9?PZA?_(-yFt=uz)Y!7W?b0x?&I zUxgOZJ?I^>(zjB#-EQMhoeIT@^LDYk+-qYnkyceduQ(cgjeKC;?Lc~0Lzrt(PMssQ z9UT;IztVGJh&)2N)Y}7h-0JwnlOqh!^({g4c`7}s8LQZU7E=d+9*E7Y&8S%;PoFGe zG12U~hwXC)y*rtIGEs%(-&UA-&4(QHokeOp3;ZhHVVAYbg9D_3$)6tPRWM$V|B;$5 zY0!~5C;qBp3kfL2Vy2oB77i=im{>lH`Fvx)mAzTI0_7dIO(lEeKD%zo4}0D`B*`R_3O(|-_y_mn(ivw=tnL# zBLEXASs{OrClK07#aoQLvi;cnn=~%_g($pF8@|9nm&0D zJ=TK;UEn7O8Rw_3T8C?WLET$^Cc|fazlOHV3H^Tf7-MO$wU?$|r6A#iK{oXmuyQ`8 zBIhLUTx=tHvqVT~M?{YDYN!C;XEhAFOa#tkH{1ez2nsl(wz69G1GTNIFuwZ*Uf9G< zzVTkC&X;e`f4$_;+-g8aBD0*^%LoTtpP0h)a4Ra_gHILJYW}gY>U^Ex;v-6`7z0 zw5*LAE#css_Rs<$s-5(`aJ^-wBKL8-pJ?Hvw82>vra0jzdH7vT^}?-Z>rx35Qg(L3 zbt{SH*)oVci$kgYAP-FTvvxwJMmS?re&6+^ovlIW9kNxby{T5BxTY0y!l8oZ%%q2b zw>3lD=fWh#rUH{|meK20UD&yx@6jxGyTAj89gFPlF9Gt#VYt12*fhA7J5{iY(kZ%k ztt7%Pr*M3nv>yXu%&5@po7kgop|`Xiygbw){eRa2RL+vo;qRQ8Mq#7Ma78W0M#}AV@6%_vU zg8EM5A9)wY&Y8hD@7wxcckO3uhV=Zn9Wvb<>w~>9Jm|s;21&awEmr4C_Z?0!hT0Mx zX<3}OS05IVM+9Fc6j2d<+|B>Aw97Ow(BcbEqwZ~=?6Kz*y;X|hx)%=oo8k2nr>;~< zrE@-&mVRe+!YhKKY_U*nS>i`nVJv3FX6nrLRLT>2rz7T`Z-tNi$Ll0V?~PjyRooq5 zMq$808<|SKe<$zxgg+!2^y{RzS+n}1OUzGasJUk_nBTI+vqQU+`4>u~dRh(xi^ z#A-OMlbCu}qqx*|aa1C2D>>tEN*ftfX!o9nfg@0ct|ZonTF$wdkWUgoao*)jsL`mU zTpO(l$e#ib7AZpC$M#|zTR;*ra>%QSN%X9CI_<8~{b{Yw8agy2e zu0+OpSshozXep|urMWqLpB@#9F;Cv-fG-KdeFWUp-tH`h;;u&BYWu!lS~dCo-l|xLHmli zjxum1e@}8)J|#5nNXebXALHEe#Hg(}Q|MG{(FQor^~Or{1kNA!>2tJhV4R%|?!P`a z7Zey2=`K_74*B>$VG{QQMiK9I6=10>1I${QsidFtcZLpNu5f@>>|xvl$|d&;uztoh z!2)i|lNaJOoEkqxPYv1N@eB#xnRk-g-tlOc9i0Pil5nL_#6JHHn%sZ1Gr<>Uy)Bgb zhDrgQ1E2tI$>-~h>1BP?`Yv)IQXE(iv$EcseENA*e-7Fq_VQ%eQ+&L8} zevu^s>|&*u!a6Z02#391r5J%+F9Xz@34!-)-e0zKX?J)UjnFqd4VB62DW$7O=jQ0E z&=UPNl_S(}(RkfbQ|Ar@X+v@iwU&J^GK4>jd=0HA0o+uzUW%Ouk=Phb|0T?;Mx~D& zt_Yvq@6F)@PfEvQa46md+B%`W1HwA?Q<`{EI6?Sh9MsZO^!<#5q-fK^{U4u4x_zew zN^zY6jU1(7GC<-(xNz^0<_1OTp^P}z1W0^IJJjSFd zz%I=BLtK9k^;N%Vp5HrCs~UL^v&KK?et{-^4;j3VKuRMG=-=DYJ0Lk@^qKwqcZuGA zNfjGT-DyHFLGt<-r&l&oEk4ioPJiO~HlWP5!L4kvm=Yf}X8xS`M1bh81%!d}<(bSV&zp`0>>mi)axe>8d+i$9{ckQW@`X{4*P|wu zlukiAYCA8S#FfvVD#0!j&*DR%QtM4}|12aDs%Fi>H-36Mr**m<3;16bXHWRy9fweO z@&nxy^Aktk6D=aO_eG1Zc|mU9YYaUhzdhPmj5aTCBtuAv0SSi6tT$)Roz%0J|BqwO z>^WomWtq`{HS>)5xacwoWRl)eb8cIHk$kOqnrb0;rLZ7SL@sliE18aiO< z8}_xm7}HzsA6c#qkePf-&TL~t`SAE656#sYZ2GajR5Z`cW4VN1_lH$+LM*c3_0?DE z^mMmL{>{*{z}4(;uj#}l<(ND~YG<4Oj|yc{#H{Ts0rI7R!)hy;ks{|9 zB$Qg(xbLFSD?L7FuI|f)E*@2N3`No(Std_ZO!td@kQ7?4E({6f3R`;Ts__%=n0n^N zyxf&~T1c{UF_VAb^32$J87dPO`E^7MThBGt82(bzh*WXH7?U=xg11Mj+#icN7G=?^ zs2?*Dp{Z1ZrRReQ1y9yfavNkgd6!0B@rQ6Kt;d4X#iH^_miMsm8>f$pKjxt*hwZM+ zkIPon9#P)pkCRNF@m-NuP1^bO^5)LqIf<4{TV5qaT~q8>tJ36 zgD?31=7B*&%emx#yY6W04fll=;8rs5R>J@07GInrT9UiUREX|yy;BcyILo<8<<>W& z^0{AKdS_cEzDAe5K!<9f%bt3D8Xmkau&A@I6wJ~MOLug6V9{|u8QJ^5h3P$O$T+tY zG9tz?^mN)6xDo-=4Y_5wMcMVQ5wm{J#hn(qZz8q*o*~1G0bVexXiBlX2A0~SJicfN zZ@TUhCNAOHKbSXso4>z1KF7>-SFl#cR`n(J;|&>@Iy2I5Id^-R+sWlQDre3mfJ-R% z`*i-iufG0gv0(+*0D7ce_jXMvS5#2h=&xpVH`~wC)AdDlf$#nRKPqXk!KUHsHT7;4 ztN58-e4xMHR3H8TqfOzxF%cw1v{g~?e^O?cH3#y1FF2d2BM zlweq}SWo_d#?pJUwCY_e27M!C8-f*+fkiWce7IK2xsA)*MIae)RZEwOkZGyjFz=j+ zOWE(}&E~7Oly+Tv9^v+yw7@^~dk@TjpYPYSOBshHb-Z&uwh>YXohaa3_8hbwHR02A z<`xj0o|==GV!P7U7F z7Q?-+1*(~KPxK?`eY=KkDf=JdzXoJf`KeqjK{IzifzMyJ?_b_Ru0_|lti^GhBZ_$) z3BU*>$6SO`rQRI&zZ>KJAtIb0SYVK#OfI^IX99c{zJkYRWx~IqM*Llm%2#QMJ?H?2 zvb1<9f(-9z8*52*hZM$Y4yk}J(m@6_R)T9D=P}8L<6T+S?DMI z=k+N5Q`Ve>}4OEDo|;@tjL9i^pOjU$p-{>ZEg|Yv`&MO}vP}5!t`7Kynvww)@6imyw5l z{aw?DvO_P=%)*-OMu&XSrdWW2>}$}cok3*#wqs{jQ9gC{5LDb%m9&3Rarv6uLzCiO z2?=876{x7Xw{$?$K*gId$AMOwm-g>cki2OWRoL(|(tk&Y?&)4a#E$pR32qd-%flOA ze`pslfU{Fm>exgXZKs*?%^8SdA{IV>Vo5FdPE`E(;VX&aoa)`5VK4;hms1S^nl5>8 zkuE*#26RH82;WULK|}3d9fcn&w@g*UHws@X+@Ty|GZIURuXTtseI~!77N&sjw7er~ z{$_QwVJQ_2${QZ>MRK0r)w#I*BJr~+GNhCktw`rsL9RPLB!A*hnkAR#zqNas^V}k@^@;W3J<9Ik zJTt2mnCjKs7P?d#VN+5Dy>u1W6#OQRT`i{An1e%MhOJ?eejMs6O~$XLEcF6-ABKVq zo{>4KVH9S?me%hIB|<6Gw8TbbgU!m@Az!&w^RtBN-B@D6m5CTF;B{y-@u{J4kxpI( z)QhQIx(K4J!>V7jU96ZFr86Q2{@Hy%;FKAqwyaah-){E4WqQV94-~%Ihf0HoIT{x| z@jFJ4Pc4tlTS^B#OJ;OQ*fDjHl($*rxxQRzan|&OM|!e~7!KWR3?b+&F9?isjuY^6 z4*l#09%qh4e%++(Y4tp9%2CsDsbVV@%H;c|(FaAzt4&&uhjxuT18KFZQl(I~93`~7 z&~Oh5`wIUl5+*FI_(K7=7=nx0I{mQ(<2T={<}Dyv7$L_kwZkBG@812QlW$Vu%*w^~ z)O&d5Xm$|s+tW{&12wT88TSHlA!E{}L`-q{ep8{@Z;_i@#Mr3-i1bZD3`3y5WPzw0wdDIL=wDPgzr3R7{lnmk&TkA7cIpNJvjHj*aVNV`E_TDXgt^67b)l^D=MXxEZ|aU zg8M@K>;0-%A*=fsf1?h30q@bM*@dxYih-|d{iEL!h@kkH**;aBFFO89HDS(q4~0_C z3u^mNX!zdz&pl+Yh}){mRO9-@pp$Z|(n(ccUEhL3y%3R(3!A`s4Qkuk-@s zzg}^4Dw$zwwycFVCxqn)IY7eGN&0HWNl8X&m_-;h@Zx_qbr^bhN9Wf2g0_N`S%YFn zxL4vsEsJChW|zZR{v2g{f9o-*jIf1H+|S z!Akkg9Ponz`19s7G&25~q?h_59CRKIE)R#~j?P>kRCkWh-Afw&e76aou}$}jd|oITq0UK%Rmv(>PjgJX(;qjm|q3ybm0d`4pQJw<;7rw4p=&pO* ziDz;>i~T}B+@g!{h&-}aF7_CoL6-@*Ya<-gCA8V`HF-Li$hm9e1xt5rb)RJBeJ~9U zkE=-H8sPUEgRIrKrQhs5F~|T>;GukQfd5%bVduLtcb|_uf&9IBmzBJo{bVS& zWJ3)tF`@XFOUqDeZQj>;M|-!RvTfnzK0omK-c zFv7l9?)HLz#79klZ%=%smW*=u3>0PR!?I(PwV1`C;5tcV!{9cHr0hswNyT06sf`}| z%gz&dH!wu~xAR+Y?k!_J8lRkc=faO!?TXN{7CI*wLA|QXUD968UhG8D{eG~AHui7R zeS7U!Q_x+dJ`<(>x&@$rq4Hq9uz%hRpYA(se*@6C4yIIEGJp3Z3 zo-B?|)H237`+qSPjiWBu(cMB$=|}%lc_Gr>3F#s+V(Mq}W8E9?JS4$(LAoCBc2EAr zXY@)3c-Z;hi_n&P@BN7nf_mcOX+K&$w>L2H0tOi+LZNcnLMk3CJctt|LTPjI?7xd= z3-&@01sn4ipmmWj_qC0oR9tu3z6IS3)7KelhTcr`m$N!!54x34@h=P2XdjqR3t5$pVgbwe)MFS$laOm1gMuJR;dc^M|U z)AyO6L6d((9gjd;W(;QKV}@v0r>yr;MfXXXvLcvzn`;SZsP$jj%JiN`8r#vo@wW*1 z_5gNi$i6Fg5OR9Aj(f#b&Gk>RC=wmgZBf0^2ag%dit2;OyMo9M|8pMg7>{BR6AxDn zyw~-|&#SR7B ztY!|qI`eOfmBTcW`$Y>9bV-c2=mC>TD=SZ(^`6wJ?6|144`v;<8(T*Oi4*&ym+D1nX|)+^EpLZ zox(r$hiM@LkW>gQ6;D*eMYi;LG~U{35w!v?{tIH%{}3kzFtjp1Tn)N$3cd@ zdNhi(Y!w+dJ7`gg-e0QX5X~&-jmtSeHdb$)bU^kQ}~5fBYfKcZ5i=N1PTZ)$YIjH*ryaj62mo$h*a83%S_5#c9kI z>nO0e*))C^58-w_O!V6!`cIkE&bU5bUa%3oKwI7oSc`p8rgrFyGU?hB!EMosoE?Jg zhDOG}LdvFJ4%XHib7j8Wo2c}9(YAK)UH-Q|)V0+UXJE-L6#oDU(& zV*N(QuAh(&{>e^o>rPVTCu%OIakpRZ=Gb_!`Hm+CwuJgBcZHbp#Yy>|1p z1zCeLYW4dL^ia0iYL7P*xyY8e$eUGuXuclf5YM&iCPp$m%#NdxJ*1K3?_eTsxJ_(4IU^fiHx~{LE<5- zNzS@?L`sdf`7b%&_7Nb{vK9D-#`-S!uPY`u#k$?^qMT8b!>?+A^6W*@|8~+vIMm5U z24rJeIGx>YYZ{Iu3iVUkyUVBS&KTIPH>6zJdZaoyXW;u5((-Y0iZW-e)OAyCU=#yU zy1;R>b&qh^+YSOflt=z{`(_z(2?NW1LWW{2(_Bss_DQYC``d~SX_b5&){k1LTHI@e zWGW!Yc~UUPIdb?67Xg-^=@URxg6M!wJIueC$6NtcR|)M1!Moea&QIHr;?7MJc|1TS z?ZCo~8GVpJ%XJ9t&W!lLQuh$Q(WpUls=5x+ZnsjOV1%V7M=~d2%AaJ2f1$0XKb;Jw z>yK)h_!Ow=L2Uq8?hugvO*!MD8nr0{y^70@;U2^30gfY?JRJ9#Z=-*>F{IRSg=MQW zYDP4OoL!b7p~&xReE;6gjr^Tc#BL#-!R)sgiqfVL(S%_tq$A3#ZUDwx|HDz@)<%#C7 zd${)WsK;B*$gv4F9}wzCZ?=TX>ZpV7$XlD~lOY6Iggb&Wh}sWjT-BdQKe^jwm9>#? z<*S#y^HwF3!5t>jVPTPq(DKco*Crt{%+b0GOnTLLGn^yLEMv|zKj%MZ!Q^f|RrbaY zqi?tNH>iTmXIn(vI-!MAP>&SOsad!4%C=LWz;*P))=Uz>vU(Ub*MaIhI`^0Curza? z-&caTHxYb?sY8iLfg11q=BhEhP5Q!?QWlx5K&x%pd- z@psfy^?Q-6(U z-#|j+EJ^%}0D3;P4^NAy#wt2^Mc^||us@6yb{`3}uch@yc*=N7-6ik++8ZE*skn3F zWaVfsX$4cp>HItD?G98J7ATMk_J-;l`nm z=2RiOP989f22&AV49MJ#&}G$KW(ah7H8%jDlggnCS&Hshn6e6eJlw}|gB&Kd+?)i4 zRj!4P*YwtLh5XFai+o5$QOU z)mSnT`aCEo47MmX``2cDn2*G3Ba{YPj%UOckKoTXmJ6fVM$`86U;>VGC^qT|_XXY4 znK#W0XGtLJToCT;qGAmTU#;~u%@0lhO2y|sMeokqtN}jcvgl_&*~LZU>mWvLbq9~= z71Lt7J5EADQjQFF)&KrU6nUX{W1zM2s*RW=`~S$o>xP=ID-5@UM=lgeh8)g^@4RyH zcIa|TbZSO-=CfW1FbLaf?nPNXWO;R>hUVZVG>p6|UfGS6>DsHjrjKPJD)KelG^X1t z0dtO$-dME>3!<*Hgat{T$SYRV=Tm?avOuPPTtmD+B{dE|Om+d$@MLeI(k7ZzWgaz9 zpl`PYxAWKzFjkb3osxgpo;EWqQj)bFJqm84P=At~vXp;w>UmbX(wT%I4gvojLdOi5 zt2*7Xjv^Hb7-aG_Xzg*<@2-=?qU4CsN~h2$l)Ml9WW7O$>8-kE|Gdl_nzBK*t~8!0 z@hBke8U3fwhNENv?0!x2NJoTkBsd=}51w-|o!Z^t?T0f_Fo@CmDO{~bxm}^Y__fyt z&Q-D+5z1sdRn_AnN_;^E$EQk~uW16|tT7kCu&WfO8ZKAq+NGVwKeQA)Hnh))rBSGD zaZHD-SQH-Uv(r8Xe6cAoPrtNQPG|QH%YZ~NtVSLRJI5|+nc^$|$5~e65zI~IVQ27< zuFBp{>3bC+`TrMIVfQNT>2laVakGgcCfO^9fQp#G`+|l1e_q3B?&Rnj9JUd=2LjC# z17U<5E7@%hV#~CH3Hb8AzaSsxd{>1P2&Z&sA3_KbtTzQ}hqBI`SjO180*YQ#QtNYF z6>rbiTd;u6xOWt$JKFE5;{{m;#rOWSs3EWFpQGW-LE``@sV{Q}r=hX*6 z=T0j0t>6H$o6;mqqeR+?bwB0Iw`__rIGwOEXWQ%s)#YZNlwz0tkc_DhbvC*8qh4;< zsk52Ave(jOm3Og~VIH`2P&1mY-y;EZQGQS4=Ss7pPZ^ufX#eYQXZU=W4_F?uo>;az zg=s9Z$c!u=bP*P7;iitvGF252l`|L?4-}TA+|3rCD8#aG)-@z)+0>_I_ww8=`Q<>G zub-|xrzlF}r&>W!BdA9}wP}0f9|N;jXv3WV3t-`|(Ac+OmHMtJu}U>YtJl~J7gs-G z&>c_|8lKGqj-ncfK0T&ilc=Q+O(v&aGqsIuRW`al1dKMH(O&h z{4qB&mA3l@R$_k^3VR!Uzx;CGuI@h5wD01ulJQlPcaZaY^g$Jx6cj{`YGlCr%aAq* zTA#2=20V#~9%}yk)6KxlH#9T)BnU4j6FwGJGa|JqknQ2B!$IWZttjnBiM60|$ZE$> zUu!$a46!HXNcnY4KwLaJbi}$zN`d}`{^S=T99jDtMSN^yx--cq`|&#rlGMHyzuUbB zxx1LWrGNP2nf$W6LF`$iRg8CDn+YRp$ikX#6*vse20yb0m)?K5zf$^^Xja4XlcU8}KWK^E-Kg{5pu>ht#Us~=^F^3cE+ABAh+#n7URGBtRzm6P;Vw&6S zMc?1J(>5F)|3Xv!N((mOkNq_%g?3jrgtGCigM)jc!!P9G|M2t<{&9WZ_i$s|ZfrXZ z8a1{#anjgE8#|4iY24VhZQHgz^W^>czJAX?aQ3=;?Y;IrGv}-e$e#9_Ye}^42yhXK z4r&jmFagEmNwyFG3Kkpd*nS*5TAh7`O4VAg(6tnSehGm&%5Z-W>wOH)So=;}X z>n90aX`pBCS?oi1YAb&p7&M+{FI8Y}=0pbIn%TvY5roE|xN%PyQYxna^@MNTp=Xz# zpVGjbh~iuCB(6kK#?`rRQ?-)F(ZlciEb$ZH6O}lz@J*-uR^zb7y?Z453@&ah0&=@v z-Dw28L?1U~4h=arINJLph$ZtB0_$@S_s%*TF!j-*Ke`$s=nc&&|K9b=oml<*LXpJ@ zOHp*a{g%#f1efvQ$oV(V_VV4I&$;&?`83wwa~`C>a$qkK9Ew<7(?-^O4!dqI@@4ci zm9DNIHzTR6+ZbDR5(Pu*U<2@jb=H>=71 zG{o=DO;hUNG4MeOhZBDZZl;z<%Guy~zLu|D1}!?U7fCBe6yMP2(f z$~p*XZaz2p5i|535kPrrj}`HI1vjy$3$epaRw}Ny9y}GMC(c++2J_sxWWc1;w;w%p z_XfsE60Gw77?!7>(%}-4*;QLQ1gqCZK!oMfFxA~W<(O^Vt4ww;W!)^&OLDUx{%uHu z1B3IHH?3bcCFf;lD~T#Mgq^H6L+quIe3Pz2*Ptw}ye5a@?!RjR4tmiQgxhVoy;_Qs z&>kNG2}i~{lqG%9!-3d;+FYq$iv)7tK+=bX#PfK&CiJ1_tZlfG={0OZC3nN`84${& zU4uu@^}P}^Er?i3jgVu`zl&@{868obDDa$CzrHVd`u~z5Vx!Qc1-5R%ayR88Nw}`% z@;Qk2b{D#PT6c#JWAj7upJkJq}o5$Vzgdl40Jl7dU2hPbLS zhfCp#3jtaN9Hn6`pIeQZ$5J@nA^vZIiKn^Y6+4SMhG-1y?x_g~D2}!zI~_gMu**I- zo_FOUDBa5IKe_BD9R4N5tf~#Zp~P`hPs}TUe~SbW-KTnT_a@Gs-Y~=}e3fwtd-g!O z5j~~d*=H%~M2S$mOz_*HbO8%%%$n4S;}+s04^n!;ikqDm#)a zT(2@t(3!ZyrQzZ6x+Cf8D9gfpx{DMRq?lvjByk33RMs_*BiGb=%POD*z(;qTbG%;s zyOkRtjSNn^nw}k9$J#h*Mdt_fOcR?(xl*-`Eo`Fgn0VJ>f>G~b1UEtId zFQ29$__`fu=~L>kk+@Dlz)FHZ^`-O=TwdtuN>9GCG+eTz z;8{bv))A;sJ+Fw{aZSDiY}ipsx9f~^;G{?~BYOkeJnqK5Y)XH>-fkizZQ5MA($ZMce? z@!#JaGyGd>;%t@&FN2#(km2)Q8xt90aE)r9>+c9?^KMhbZ}`)QBGipc({m+orDUxE z0s&Qf_o+KoOfx2Z=JbmYYD{Annk>~E{Tul%0?F?W)pu{$Ffm)JeEv#rT#tk(=YlPU zhk3Px{-yy70bYg(v^QY7iAl1#vuhG1 z3Nmn%fkm|T46 zI^z|k0JU!lgf0cbO!}?~Q4LVS`3z?R*N`?3`yaHy?0wrCI&wO=ioWjm&kLBaEStOl z-^n6l_ziagVX~93!$RVi6o4;$mZt%ujWM2jeVn0d2u~Uwu3zzyv5+!2_o*%Y_`kdc zq>XQR@-LTqHwteuI`11Q%!?{4ePl4^aov>K7*6off8HQf^Xx`aAEd?EB6fDC-}a0u zXf^3%x=e%hhA5eR-Y=9JX(DBD_fHPbzSBnLT<1=I6$x>&wsiB}$HdiCtgrFuG1(=F zv%Sk}>id)9CZ^q1L?&34LR!jp4kKQY(lEZv5?*cIA7*F`^%O51WCQi^{Uh-etph+h zBeH)y%$2O%~<9skY-0#vImnSZa~6E06nE-n?o@9>~dM>yepbX)OGt$LPX>)h6*& zBDDw4RAobFN3_?T`r9k2|LG}EZ*OO6u+U(eArt$8b`CXatiDpo$?6w*Ay*^JIJE};|W=7qnB8|1%vsnsFC>X&)~;4K0Sqy@=*gl#(T z{V#JO*#R+lb*ijh#F|z&v~L}%Jtd^E32my_81k^|0<8y*zOCLhvPH2p9geOxdKSHMqy0t|5RC!iygmaSq5aKMB3qta18*uo`_ zVX2k3MTb#(5vDg>Ptw@g0lR%g@|C=#&U*cVyYiMaA^<_+;MLw~+DcrpX-7sSnypSD z^EM);rLZyH#~@^SW48YEHx*RXE1)L*$pszcMPOXL??X0hc0Fv;B48gygA!&+iQpNZ3i%EYLg_oR)xC?b>pEjvFO!YGL z!gsxmjWcTc0(lr4z|(9Kt;Avf)=+sI{NfP+Qda{*B?ZulOurYtNPYlci)n6vCeB@@ z5@6~3x`fXXx+2@ddwBl?`B=Phot%)^7qBZ5h6hUdF;b@$aF!ps?mE*lwt74VkK`~Ujv|7ByWkzn<#cHfcBkM7E@8JT6Cv}-## zmum1(f7%B?7hA(==WgiB5|~LAEwB<%?X)VnA=4R_mgbOO#Zv1A9gOPmN;63EYxb8( z$XwOSAKcme-0iU-iEN>{DQX_b1Eo=i|59L;@a`vn%b5Bs@-XGPE0VwO&x`dDhVe1| zf%fOc6lu0E8riJo(ZI#G7n5G_MLJCFIW$P)=ZUjIiD?#Qy@1Pt4-ct3vF@f3eXxiS zR0Fr#598GjN=rm)Sn}SYh0;A+RxAIBm2!#=nE08ntUb!i?=jbRcD+FN;4M1vIQhG> z_-(4xZPaT3;f>PZB=|jSlXc;LGDDIMXlNAoVACV)Vw|#cS;jopz;|*xrDV62*L^B* zFRu#ILgI#tsGVMRSebs2hP5!XLy*lDg2ug#SnqZ5Q&y$_eY0TjmvH*ePmdA;I}kP7!#jQ^N>!BTQSHYB5u$Z-)E-;8v2B)og7 zBzmCW^8u8vFsSgP_z-71+u>l9flx4#_L0RU)82wi0nkPX9%FX?lDz5!8JvU!6>Q1( zc%$GXAbo(UfBw6v=(DlF2p|J652lO=Q2i8opWx%JjN`CN;3T+ss+@)`CMwGa6_FK3 z93$7Mu+t^PX?}NnwB=jy^!UMC!hWzyT5eb)1|!^e!Q(L_npCtb_)L6zccN*KRYp99OI9~nWwtoSbpMm5alpe&Nrl{}UuJw{HXq~PzJ26BK!r%qk z1*a6~Eq7KjNr} z3s0$vOIVNDtu<+I;Ya)<>nb1v{(r=K#a$B}00)9UkvmI&w%UI(7`9o(KNEmBgSOE{ zoDR0WU)`A5l4N&TeH_aKRXaZI&#IOU<$om^7W#X+i8MF-24_CIrBeW&{Vyx-vjAjx zFe~l5{7d33(E(XNFWP?s8-fLHqWZt3A!Y)IK9>%FO$T2Kh#25_u&?V|xSY%r;$9*| zTVMT}q7ZS3s;=ZMvjPisuKNbhiNL1CRDFOr)g(;&q+){D6MfEke3O91YU z zrQ3NJVuk2c6}&9}qkP*cL5O##!$3hi2GTw(>%H7c!Vx z=hTYj{|kA1qsh!2vRn#LK#Fl(aOWM1x<&iW zd`-L+B>=9Y%`Af?Au@r%^15d%VY52I=Pa#29JzYpwXQSnm!GrS*~Ocqhw z*?z1pj4{j0=nv#OHq2N9ieVRw?QDo+&A46{4sf|nQ{6JfCy?EKYs8lwClF^|Yaa|j zo_&Y~- zAZDc4(>=8-JBvF1o%xQIVD5SzYL#qI*)?52n{26;LAFp`Rc!Ecb ze{>DaMcH%EnJlx4EVKS5YI5aSAHx|^5PL(FTa4V!y(4l#NvWyfD5#uOREMvEi^jzR z;fK7x=MKW=l1tn27ZEk8eAzARoAYQ90 zfQn;?%DZQ=X!5}(;$;EbdiSZrqvepLCsIy*kBGXwbTWM@bYLN*b65PbsP&_@qW;Aw zrGcT7E)H%a4n*-=pYuwQ$o<6h95`{3i_6U1GdD9bjRVO8^wVQB7Js^aC9dA@p@r59{fqIF1d93 zjmY+Ve)kcEfmFg9uOCG_wy3(B*r(HuSOZ7BO|Qrx1XJsxw@3U{_i}xVCttA$K})DP&9!lSeTjI$`HY;|Sb z{AiKdUqI${monncca&}3{4&}J7-VY8{efF9c+HKE;bJBow*oCx zH;q7 z3NMA)m<<6Z6~2m)5XTuJlnJU=!#ydpoEh{Gc-~rsO#2s zxw1Ovk&$j+vvmeYLXzr!j*As0*b&ihAJL&9-CsRC+7Y$B*c%EyJ8xMFwA*pS32jM- zC?B={Y2u};W_YL`7my;2EN@N%`gSvu!S9xhA82gp}OA;Z1*4(EX7)k^5a+ySF$=OVG^F zU!Td?5&0qRxcyJI|NWid&?nyx&;<>E~$1|O- zdyly;%G`tDi$=qBvrZ@^ms`O>`+LQgkk!q*2V4fw8Y2fZ7IJBaM+|dc_v0Qk9zvc!mjgyJL!!7N~=bt#fK68^do9V*xG0>>_(bWD0 z<*_;o$Ug!_ysr)8z0gTOmnvOmh!*$0b^jLh8KK^lOpE4v3%?4<4En@l61D%FYRWK$tTTY3~(rvCG$2mGTWtDjU9jJlEI~w5#9VPGMnO2xP7yM zey|No@96?rFaBI$Z07t1poRKrWi4orNlb^5xO~)47ItlTu;aCFN>X_-pemwk*8Q~o z)P!c?AJ+BIKQmruEA4W8`WLq5d)xkZ?{!EO?Lv`;*?&^#V(%1#kDSomPf9K$)&T!- zz($)JL?YtYnyeU+gF?RH)!j`^Dvfe?{n8`1$B#eWHqVwnu;4asiSbijH^Ul#avAz& zFUP`a*+2WshM?%ZbzSbW7>f_>{o&6cS}_9I7yGYa@bG~+9)EUCh8A*@88_0T8<4Tud0;Y*(zC5wLj$Z{3R_xN%et)pK+;ug@O^R+wv23aSZk~%|`J{py zzA;>mKyUIfW{{v&x_q>-OlI~!psVNS>!7m)BmH!KB46rl<-+*8?``;8cozqT8P^nB4;|L#~)Y0*_YAA zt{Vq8GX+&2bkaiFtPLk-V0Sg@SXUf%SJp0yfK zPiR4}Qu<%Tv134IM}BBk*_-@&pzV_Up=5O}1v<==n)Fr1I!HfmutJPTV{sJT0f0RrCWOdfZCJAz}|oE;YL35*#F75S(Vte;G`*u14z-schusyo#v{mauyw3 zw5zADAp>;g)sXJ}c9RSaCCoy@+IDH+BR%17OQC#YULF6H^KI8> zav1)Xig1I{isUu`$l5Dp75-*QHu?W!>x2Ntoy^a4GKW)GF}7T>lm<~XJPyy=poJY0$vw2U`7 z_7y8iFjn555f}7;Gy~$=DBc|@&%IW7N&NYechq>6BFMDiUigTVuEnW49L)>~z#=Ry zA#Yjt+g~ry658OL3^9OM0q;FNl82(MR{|Vdw5c6*2ip?9&Fl|F@<+Eb@yE9EbXJ2pGm(VXx?Ymui z^}t_|fu^g}9tU0>huad0g|&I*-)pCcU+PCk7f;A8^+tW$eQ z_6RQxfWG=@L>{pdomrKl0_u?wg5-01=3$I!%-Uk6{m14+iTE->tt#XyYqgs!&V&kr z*3;!_CrfDS&$F->#;%WH8_UmDXactz6RdsSgb`s`=#wZJKLS%@Lp3ZF^V_>mv=+LG zR9pv>yh^BGc6qX0+9T<}d^hlijJ?zaQ>ojeR3A0iN0m&IjJqx_=V&(VT9KZlwc2nC zjeWl6`CqecN~#0{!XWM-^NQ{ntp3dEZwSsR{YJ@k6Z+OpJ0mlf^e7V7a$J@*73<3Hr##qT9IcmI^sXs25$nmT|a%F7*|7X^Ihukf`Oc7i@FJ6f$dV7b4}2fWOi; zR;2RfhI1M5T0dfRL`wiI$GSYRPL}chCuWlWiJ3_a>g7xVR4-Y&k;ubgtS2T()-qhG zcCgxxYPF*tsySf?z<@FN#Ta{FEQ4e%neErSAq_4w35n>p#!Uv^6jDi&upu>Dc_|eW zt-x0mph`iDv=JJoA2zkyCQp(L;m6PgE!!35Ckn~t;Cud)p15Wa!=3eo0k4H%zsbH& zcDV7T`cTh2kNMSe%EyC?Q=vsHa3-$BU9Gf!Ly>7KXPie~%75($YLn$=b(vlYG>vbx z44V!icfxslCx4wlm<(ds<+^SP5>Z6^n&ysFQJ(T-eX7)B zuEol|$a+Vw4B}oc@{z(~?h8i^BIR3IXK>EG`q=?g-A>%;utLt>ODKTeh^z?V+?Ok{G) zhd@zuF>xa5PPhKXQ^hrB9{$iE9qO!s;dW?baKyBglwISMerC1(@Bk*ZrK|_-$DVdS z!R@$vjJE}2L9qjpO<2hN6utihy#?*FjFh?jS4w78JiA_kLjub@OR!=VHKNgCxqJ+& zbkXTrGzVY+_)2u>D)}Z64Q$|eSR!!uL3q~vXRfUY;>o=)>Bi^V^j@XF$4f0izXt;9 zBME!RH2i_&2qSXtK2(LVm=qbQ0Lxs*A0f2z9N{f(g1<0x?}4oc-lx-Sw%EDpg@{!i z>ruPI3_YtT#_h9${CrOQJP#XDIz~onUg@2hh(Fxda&&FFL(lQI{>>;bY1>p>Qg>=$ zqw+7v(on_m76nk6 zc^FZ)@!h5fH2^Va$SzW2Cr_@vn*oYiS)aDpxm666PrMmWj~)GiUQd3&pg zM0b|WrYeaO`9qu@xD9=*_GeVi55s5P#vGy6fKU%0$4(yi8kojv*=hR7gOQ8W_Drfq zmyyGMz@6g2!8BuQKo>oocBW)5iA@NcNZ=cJi@Sc?i`@#eYOZ-A6q^pT_IN^hotDQa zvZxG^c&_x5XPDV|~JBrxW=4YfgFAoxQ zC#%6VjXWZ5tY&f`Bhfi^c7VQMZ(v1EJPyV{o^pZO)j&BeWLvD}Mif%oHkP1kd0s54 zNF=2@GVau|0sZ%Y+hDX-W^J*`u3{CM4WqNSy+kWI#p+_CKK$LPiQ6Z){k;9UmLn!1 zzGMBy=#`yr|D-cd@^O|ntdbBGuG*}nz{#Bs>N_fdGaG&=Veuj(t}8jq@3rK|Fr!sQ z&?lc$DLECI%Jq8?v$O4U2yXN8IokBMa#S663vaqdFu zAIhSz%@bbnH6^NFF+bd!t;mRaR}B|eXlu3?VlC6jMI?SZNWRtoj6-+TX9J05?r<=B z(2tag3P^YpZyo8$1+ABfl2y*%iPjj~xzT4sLiikB>H~Qr4qI}3{SLbEcl%cv=`MCD zy2@GCOwgSFcn-C;qhWj;4@(?$OSsXVM!$>@@z{v=1I-*p1o2F>=@oj2Oc;@WyPQ|g z#CZC75@a`wt*Cxp@Fv5#C76Z`I*T~nO+QuMt-E~eq}NckWr&q#R0|Ap{^|Fmu-|jE z(%)*H!ohYa2(HyH#BO#JKZ8+S{<`h^WTS+DMA2d0w2_Jq6-Dw+`5@c7J$JP4!JUM# z$v!K`eL!GTs!x$LCk1r`$oIVqefhrb)U$}sjTl_NHoo=XhPi=OsUj5MhJ3*1SFMxN zFG+u&1r^5Pr2M_f^3NbJAg|eey5UyS%YhTn@`4;Zg*j}se?xIi@NkxQ5Om2iXoYaE7ng+ zU(W>ICIz`O)~_OIKIZ44y3;=4!z!`VjCZ~xlvw>lhKUZ88|NTCP4&- zoP2xIz3H1B`vyo(R}*!M3uJMlg&~$uU8l_U8s2m_!Zolae&MXDWBkz^4jO8D&}4<9 z&T(BaTbqf?THmVj#$67n47MMCy{(7Q*)=5hl5-A!PCRE$KO!sVtnUv1#p&Dey|&%R zq}IUVKXrkOFe+gqU6PloMwMaJsSlF-65%kqlwOhG%#BzIvog*ZPzXv<+;2t`zJ6bb znp;Z##X68_*WNntH&@_CQL7Fp{tBQYkJ@ejHClHYo zC(~yFlOBBnbn?iV8Ri;8;<=MKh*39h^RL?x8fMd-uT{(x{=~tbD2qzy7mFDqQ2XH@ z(u*&lJPVPPs9Lj#Ox2%uYJQ1#FVd?EW5Fr5@;PqH6sJ*R6f4!uuSF`Qus(@y*tK*F z*Y(Z|>AMeze=gJyeC%78()7J>%(Gcg64gqI&Gf0sXD&>^l^2|x7Z-|_7_$->J%Ki*pm$dj}IAGxmgN(*PF_L?J{Oklp$ek|64)iRrKudaa zbMW&4envelLQmBZoC)Sy8+GR>2Z{b}-Awt4b8SCe#_y#B5n7kB)Fq!35@&5mIrgn! zNB-q}9)=*Hnx=)*S}znjn#CU-<6W8fQeT%-@1Pc5dm&@2$R9npev!?P--() zINKvhZ9Tbunf_Mx_dJ$14pOT>3o>7*_|MizFVUhemX&GzW4a_a<*;JgzrDQ%a;`QR z|^Plv(I4nG;4``3$uy@rWh zAWxKL8L1qY9Z@j?5;`_wkGwF>vbY+C-{SM(*KHgG2i=E77neG}CZFrD4GEkSR)=6e z$G``)w}+#A#8v9n+nPdLv1b-~$YQ@PE~@8@;6Q?FfwBRTY1RFYa^_%WfnfvlS_#G3 z?FnM$)N3{0>Lc;!ki)~DNw{eVnIBuw-l~{mlI;0b5p9F$3-FYfRzWIMTp;|QJquga5xK4cyn@upnx&)(He$D|z+gTyV0%jF9! zoaH(rHIivz*moM~n@m?6X}Pv1qfBtmbE==Z7${*0SXa#!ZIHxkXJQjyhSD94`lna4 zQy`##dS~x?Kd(Cte1tw|$%q#-=nNM{VkQ+fT1SrfBMkjwA*M=Huz?IF4*ov)3u&>* z;H(z$E;2e>P4G+*MY-47Wk@}F?@h1+!c&Y9X-0PzdidKN|0PaB6IGb7QNU&Yr{c@F zqQ(ju9%WKNy>5-^${rNt9t|j4Uwg6Eiaf>Zx8?^r>ZM6r0ZB^jY zd}7^Jb>UHKd0^=_aliB>`cFN5n=v*Nelm)nL0RW!g)d>a6U`n*(!LT2nKa;eb}Y9b zCh@G7<0p>!3v@Xu=k)Csg;T$D?I64m*8no~hIw6tuLJj4T!x-TZN_g@(i|q(|HC)` zi{F^_atdSpvzcT*dkOSu2o44dYI|`d#XJECIPuSxpZwyIY76!^nW!;lWT|V_@4fR2 zsALLJ=rLq5>CI&%KmUeEnWfOJ&#lD{tzo^(+kY+~^a>eUdRkI#4O!Gn66ruFK)f7!eDo_~1dVq!Y$o>N7F5)j6`=J@HjiL9B%NO4 zscbf7RMv$W1lZ&hk-OZsEiR-?n)@AZa2wd1>e=MFMyJimGt*oGmWGA8yfByX-q+4w z%JFlQh7(w~;Z0ANab0X7u z+dK%>F)NS-B8PG$#kjpocamd3DDR?UHF5!2Lj6nx=T`)BZx%IBoeQmu--CG!r?+f6zi#7nEw7#&bX^aO8$qvgI0PiL_J@{#Qy3Xh6qq>M1@$_^UM}}Vl-e8rjZLjrpFoH5QyOEMQQ03VcMyJ?Pr1wgv?p7ig!j+Fdvb8! z5cd}Zwfpdyhmy^;QN;LWLp#1|i*jzFcW2{VFl>GTp0QY#{*fx{xYQI zXUg6Ir|&Vk`W$WQXc#am_7x51=JT^ol%Ix>H#;T^ZDRaTzRmZ!emx@2u4bE^nCPv6 zv1PFx%}xhwBt-qRrNoTKeAWHKKa&Q#+tL!%E+)Gr6)TirkqGd4ELu0ka>&ApNevBC zy5o9%cpS3^$wZHE#YFzbP|v z4Ato|4=1BlLMKqd+i`FyDsG6{ixBSx|9YrCio)y3DTP0zb*SWHhtr>`bTsI> z#BnX3XRg<)E37~5|4lpchh&qo7I#Y;fn&R-XGJ^@1e2sVR0cDgKtMelvegF+qY7DS zkDfkX?eI(N+-H_a%?# zO)cMhGS>Lt{kgH_C(4?SIK_KJdPgv07u9`ptJ=t4sc z?E&irJ6U@9Z&#<+AH_|h!KlfY@Au@6a+`@+YMfF}Z70}R3(hGMU~7h7U6R&}z{1&^ zg@Ljt-+3#~ts%F8rht}hPedFK3#H!jsP9Vtv+!Kw8?`;6MqdtTLL@g_(?k7rrz)Q- z<{Xo29BuC6f5IcP!#hr8heCB}PHcP_6DC|5Ox-7?L1@LBRhgbyZU>va9X_5Dc(M~? z3WS z#wK^uI1T6&JFOtd6@P~o2|-xzq_`|m94{fMP*a&S%ZoiP)JuHET#I}n!&d8<9hZFLv^VECb{41QJ&9Z&KA-2a&16gco_L>( zA?6@Ml0f||vzyXR%YW3C*~dVg6X+?&GUIs00z0Y0x%xF@cu$X#Is&UV#DF%-+V4r} z*Jd+^Fn}A{?sw9$^PY-TX%xuCd4_H}lLN}5HMaLUeL@rUSAFOIMX zX~_4U%!CEg{BEYL$q`NxsIU>QqPX56qdt<3IwZouZtw4kU4|~i43{|sA#;1z?;Ahw z(@EffVg^<9`B-c>x{--hds2Yoznr3-bh^7?;9UWEn_enG+rBVio zC9()XVyLQONMG_y*xZBU2KSRjQR(57I(~dX_+26UmZ~^Zv1zh{SUW8^<0jQ5>%&A* z>Bx=hkrGREc|pLXOoDOWtY=4U_kr#7dyhJIjD`5dZKL1{Ax}Z-#xbke=g)k*5vA^6 z@^A;&lPEiUNI$)npe5$e+>P&_Um0|L?pl{RB2?9L*|9)DQpCU7P@^v$XABW7fE)s-TdhdkV$QHP`vl3@` z_vVyd!C1SONgYeGI-;@ylQ~a=8Vo1KfUr+Jg|-W62j+gtNtMFDo_8pc=t3vkE)mCT z5OFT01Nhf64%!@C8Mt?-dW}RE2o6jrJmc5&6hTIemIrbZ|6*(K@r&7m0w3scJhfnX z9izo#NrSOzea%Cs^;E;8{S%t0uTGT4N2(HxrdY`XV^7zL1I>^5+BXI?64xNC$!J}L zBisUi1V^-dWGNmCZ3uIk%pqis$G*y59Yg1jaggz5T?Chh$D~)peIwt#m>xiMr;Seb ziCoW_gE<|!67&sfHHu*DV5x6M8nn#kk&*@n=c972kp_dI-+*MOEf4R(pD&!Y^^gIg z8*8V>@#z5YfhWh7A+0k2Gd?UKJZoC=*-~hSv0yVnK;kyB-;VOX8Rjn1IK#k8kDaef zC;5tvC~`$F{jzlj7D3*1u-lcR22Jhz#a;U=L2bpUMs}th=nGmFw-Nm)1sIs~bPzjW zhf1S;MA1F=YXEu&F^lc(V|>nxBA0BqrYd~d$x`iDqXcoyg5@C1nKgq?Oh+0bd=WfI zqAOl?H4LjF?u5JrJMsSITT8L1y>%c8gNB5!hV&%cH;)4TEy$7^gta#->{K=+P4|e_U&rQFYdO?55aau_fNq%f@V$iR?)dwKU8PsQ7VnbT;E99ZZ( zH?;}ieY$Xt7e>&qN$KhZYZ}ajS-aNKt75o%S1!i7 zQU{Lne-}>_br=eG-a@WzJ!jLf@UQR*f|NFXOE2+H0V6-hV3Y8a3~5CM zBY#y|?K1XD`UWdSOntP0u38zDlaKaF@u@RzMp;#L&IpG1UA~JTGq&XPN62B}fr9+H z17?Y1mGqae9O5>b$Fx-NKNQSDVqx3T_OV7C$vzMNVj6#Skey=QZHvB>Vh|huL&2yMS*_`zL5JmWpOb-zXOTOz)hvBQU zazE1WJQFl?isF*Tob3yPPmM}vi`pnexSbp(gilLg-LP?uw^9qrOaMwzP0QsJo%Ss* zX5&(%21H>zWSYqX8HtHq=L>~5-oJ3oUF)b)Ql+Q-y(W8Ii|)MI2-)>nn#_ywtKb-U zW>OD6EOs$7^$y?&p|7Qf_}j*xkbPa1tr~T}Z-ecwE*Pt*Do6A<}I@oNo5cTB{C(-BnN%gawKkn%!euk(P0!fNP9IP6gT_oeO# zt=GoF_%1mya=e6|u3{{wY0VCjFlBU1dLcG2kK40y`$dm+&b1ySM5O52&eWE=h&IKd zE3Ex*35sS<$27ph<4XxERh&9}`#grv31@R-en~gx$7oTDu$KIdTfkTyt`pWijZ;N$ z7g26SP0mIS+Us%h>>HHBsgc57xqm?c?qpm*t;yJ50mbOCF5o z`tdAr6Brs7QA@)n!$sd{VYTG;*pGsQ*lQA+AC|oJba;@e?yqHd*am7un2)#Ij0FKs z;|;G;3h)}E?}I)xUi{wbv$3K_QfkcUz4alk>W1E1+c)flvaDllH|A>B-32=i1D!g2 zYx#J>WjrX10&R_OVb{)gjxH`fLv+MZAe?{I*-#$Y8gWPub-AX?oHQl5WdC-Z``)sB zzVjQltqK)E(I9M4KMVwIV?^KqOjtR<>o3_)%h*Av1hT|D96ds9nA%K>`s3_AH#LDK zzaEpPLZg6Z+c+eJD<5|a$~jk73ekUH-N`gxgz+mQMHO|U`2A(+YQ+INJEmT)0aaf5 zEb6!eN?n(YtIRQSN+}bLwN&hUBk}`c(vW06wk=pjEU_`zrgyK%82TyG6wH>i!5a-f zBriq-pVi2t3QGs#N>J+TI4au>b?X7_bU~q}0f*`IY$eO7{`Z%Z1T2Ee?^Nn7zJ#TO zkcuCjd=QvG+O3GY7}59;D}W<5TqN$QYvv8w?}yQtadvkRd@_+UOTuL++(;EAX4P-M z?kQD0o-kg;Zo~VLT2d2%sbqd9W`RP4M3vraQv)~4)32v3u+n2(sKOJAqIXa+tA_Tv zbS-lu{qg`P0-z7K{b5<&giM*;Iu*6++x^q6e3jthi$@xN(d}~~Gk>?jpC5X%_YIUv z)HDCuHmt?8An}U5?$xg_hX$Hyw~rYy1ozk*S}3&PyF3e3H`fq$xj!hL-WWYQ>SbK@ zP0>j9@MxeVG_T*ItX&1QG9%-uS5u$(9eWIa<<>B`5~_3g3!7@*UAvq$JJf^l*;vyR6nXW!rIP6?;>0h++S=R~S zj7gfJx|8gQX@<8}8fSRT&93hMx^Ep(1A)A!)x|&-P^yNl*-BOtr@e)-%FtP?mvLoIkn;95<{r)=!hJ_c} zDaP97|0C)f*z0WCXk#}{W3xenCTVQjwr#VqZQE?@9ox2TdnYG-zjLnh3-+^S-I|#_ zYlS|r_^j*X8`oZ8|ic!X=T|xok2F0BJHPSZtp2yRQIVRC}Ufr$LR}Y z6MTeDfBq|MVjYFZp4d)5%vyaFFco>jU(}i`cF?+(3yV@%uBT zl{9y3+TJq3L}Y{e@mZ1u^Nu3ABF9FzsU?Z8cxZmmW;K_bdelJ}1nO`Lh6PAsSH}f^|oBL*(MLT@)uHmr!8o{-P?qx7a0mZ!FplqS6fa*@^mI7)OF1cr(g9c z>q0Hmlb=1e+R4QJ(z?!l8*xQVkI|*Rsm23eD7N1G#X;Kr)DUEuzy*Q)E_q<~1j07m zhwzmC)LRs5f59n|W#>QK{#U4)^bY=Hu8`0exlQsEeuNa2eqTo^at|ODW?|^gx7gMv zjYE~ux#snW%Q7Fy>GNP(&V;i;D~D$x&u5>I#~MP!P8+(s|7O#Opisq?Kj&Xm>l`&Z zkivqhwp&9`ZZp*@+{r{ea3w77A~`z?%jF9}AqY=l(VDVU)U$vL8u?lO1q$ah$AxE+l_cD-rZ9W?#w$Ukc z{2xf;ejOb0`)AuZ<{K}|3fqhh4h1+fpEB^#R0FK8KV@a1W1KS3TP-vpDO(+baL85ojy&^?;s#NtiGn2Egjs6MgtuwO5bEyz9oAji3W z{bfOBKSigvPtXA|1Mz$5zTC60T7r>J-&em#*etw59`0oCrl9MJly95t?!JV5{5}2i~ ziH+6@jTd571Cv|36wW+usJBt-uLY#!S!eapciF+inM~cd=dt(m*Bvr`Jv^EC+9gDc zsM3@WNwFO$KAhOwdEUv*?~TE*F?oa8q#+3&Ry^&7kU;mWFjH;lbRj_`et)=hUxQr` zvL$yi1`0iLVF`qsf&vA-BHR7i3ChnQJlQ=ID0LY{5h`ceprLyhCX zE}`3KeW_z_MS*e>&z)&Ie?Y3y*DGqR0{!xFRcM`+3k=8ia9-Q-nRR}mqPMLJ@w>=J zhgiPTuIt89;pB{+l__BOVCW9zT@Y5hbb54Tb1)aOeQo>IMCZN12oMB3-}Hgi(>$e- zQatMP8<0jh6rP5^W@4I9x%GJd@g{nRIa?ymt3d9QGLIQAN~UAhuXE`{V8I(B(UM(+ zyXqrLpo_7^3D5)3vd(YRZWF|d{1QzAM>CFRyR>FqsiyOb!O?b_{X`k!mH#+jc_K+& zai3N60U$rZchqZdQ-vm^%QjJRUK>_@J|E=raV%n-AFFBb_3>XVw;J{;?R&NU&Xze4 zSkLr!Jy4sAjq8bRZb<+0rv3xZqn}Dhp~+{5hak9V1RAix77$x(xUK_iMIvJ@Kjpf) z1iR%1Un$WJ-4uHyt%HtrPZ@Wn7V=qB+F)I~+TQt@UYn`Z#Ek$EpqZOM{9hN9fgRzaIbXhGa_slSDpmfB;84+mK`XZju_esogy!5( z8NLKlA6UbFC(;AGONJ}gzF#J^|1O=Nx#mAV0i2VqoM-1rbm7Ak_de=z@%c({MP>N$ zqhd_d3e-mA^-3b*f{VWknKY<~Nj*9D&bNSspHq}EL)@441cTh!Pnq;cl11tLuf$Ho zl<(#pdcSYET&euPVZna9r0%{`@QZQgi=}STz%2EJUwU)X!4SJ(z6JC_^pL$z>>8C5 zsiFE4=zPc`ix|9K?LWeRJ<)(ykiHAlj)XS(P7A@nP)zdQlmvCpQM?+Ak`l|U@1B)y zQbGj0osrft2j;a=&*`nmVm)U!e!>EY5m;pJq-Y+5wn;_z^2O3&GI{HF9r(!Ko|vrJ zk5T<|XHL(o@JT^*$M+g>WN$$|p7rj>k?|478&HB2O0O>}&|cJ#Avpx9JK9{M5FUL_ z^`Yq5x+hZ|7;KVZWTG(FM_o|1eO_jMdW@4;L>?rv6Y_>I%?+E6y!<*|@EF2i(WQtx zGP%kvU9|7FvowD_V~R|Db%6Al~)eEv;C%0!i^`=I@@0@M=9$nNecj(y~hz(hT{IU|DEDur`R zlRqe>dOsRAEmUH9Qi<-&cL;w-?$fFgqT`ittyFJP7>(xNy0XP^J?R!Pv^uVNzAf{L zY3_Y(y+mK)CXT#($gja-MyQG)c$qX3bpy}*s z_dj4M?fg`n06v?3s%!C+S;PnTeFNnNO^J}8 zmR|}N(W$a|l1Ey5FN?B7XB^+q>lh+CGzr-fqnt?Hmo!fssCcGR>U99AJG4~O5Sde!{ii^ANAij+}#tTE|Q=g8Q2Z|{mwU1{LjZ}-3?N*-8?l`J)cc9mCGL+z(g~PPUO%|>?2I1>z{Lrci4J#r zOozeiCcb0puw8eHy@&nc^m5xq;}`rCWJ1E~TOn0Fbt4*;o@a?2hhNLrsD{+M?seUm z&?oG5@3G@E8n}bfVW`e(n~*yS;1m2EhL7SUSKTm;%F+jI%ezWLnYkOXfwaj`pZdOy z-s<%d8Pv^-zvI)D1U3hlCxa3MA{xqaGTTWcV=yr6ac@%q*=Q&LcW zEF^kGQDHr2=B>z-G9y7jZLk?W)y@#El9SHDJGl_ikJzDH;Vuk0GzDjmYf(xh-)Ek@ zAsIw?N)epZ6AA}%Mi&tm*YWer6>(*Ygn8& zgY1~-(!n+5k%t3MI$V|PXtw7iJ*p57_tPyof3shn01JVOt82a+JZSTBPx-Nf=rON$ zqap4o2e8ed(DUrScT3C3$_1 zZPF;x5s9GLV5BgX&X#+ugzAkMRrM<>vE&31Vj8R-eQ6`&*r03R_*)P=y74cTdUFRH z$f-FgliM_^W#C54&k086AAE@pqZh(b^GEXL$>s_pHq+gDvo+I zkcC@#1`kv6xit#hHNxq*tLv9&IJB)jAMA9c^9i{5^yj00r}l#{%%K&(t+wt&)I9E} zIw&DC`MaYaQ5TMSFIjpB201it_umOHyDejMiN14vgPTeZ4SAZ@6Po8C_u&QRT zd?Io11m%b9-_`1MHFY&9M|}tpnWD1K2pvF&F7SR$iu}Zql&?YrSr2(puZ z5h#ob8F=!|!=eBktJte~y6GTz=9xb0(S3dT@_9T=GW(T2CX#WBuJ3&SYHr3plAi77 z&5f!^KkK!hhbBPAl^y@`(Do;ri$B~{gBM#9DcpH<*ZW@DPwYyVyh%k|wp{nBjtAf` zA-Pj#Mz{Tr$VnjPz!4W)41o}VicHI>0O^q;nyNxctkXM%jA({EbKyoyW_=!^weM}0 zTv-Y@ZP-GjYJwGyPNB7YkwdRWaX%sB51DCY^pU8goxryRNof*I_8rG>^pYR6lwTTp zb34(7Z+dyV<&IbEJ#UjoC)gB}%b$7fS6b4++&V)W>LDY1uJzF&R!mmAkI4)fBz+wM zFMe3KKand^f1-@-`%jJAUa8zFd>lAYCW{iJ{zv&R>K=TwZT;8|+m(2L zcAkD8Cristew;smfDp4|>$c4Y1Bo(Hsp&FWnTX$m?P2iP1Wc<{^WaKMT?mq(AQAXc zUn(M>OtH=yL={j&C?y?Jz_YM?wZw`*#9l>Lr&vt(td+@Y(-j6$gGxIzt0i{*DAye$ zT_Q$gtx;QkP7Qm1J1LnhM!{bwGmrA=O4hQa1IXEw@t+@liLXINyr#LE&pmVCd#4Vl zxaJli z#|W_Xi=f}chNSe(2l;93Z(v8{y-by4mLMn{thcSNOhKWI_TWJ{tdfxYS@C%e8dr<&{xZbELU=Jb{dv-n{7nMJ#lpwxH2%^2} z4D3k*C2#z6XNnq$1fh}^eg#E3Fmx2gsW}nmr;LgrU@&ZZu&utZJ{_XR7$b8lCO((x z$gIR15jJ&*!+HZ#tTy9uWO~GJPq${S{}n!a&W)f|uj?%M1-_az^DCm&2?nbhpUm{U zjCcl2xPJ>_#guOy9Qwb@YPsSBvlD4N2}{}$qBLc*H%k;*Vs|FBm;!vw32t4}h-1*k^{B+7>L8`ogS*;_IlkQ=3+OqOu_iKtzJp<(a zXkd$D1E#k0$;|f{AFN;1aSqiIhM|eqY62k(hW{a#`bf;^DCYw7Gel_F|6#*Wt)}ly zk|FsE>WN|3S>*qNYEsfn&vGco-zmCs9fk&(?yH7jlS0zB+_Zs_Fh`b~by|vjOvJb1 z5|yxG9wA0?YCH3^S6@23ts(0CMi$TIYbEx43IhkTbHJs}5aR=&C&BU7dnz6trp|D2 z0Z7566i!YR-~y?;BM5UY4f$ZrX)M4 z(vy$^944b3BaUZf%J4Q~B1)6UnM%v*0tfGyGMhKG1QM#~)nNOLnJY#CDJUJ03K`|( zI)Cj4T=_s3U2k+ko-nyeNNc%zy)mCKwM65vzUGuRAt7;>gmt-XVNX1d2>AR&k#&Kp z<&N=%>omR3&Znuh93gIXk*l+ME-#gd0-#rdrc{#@DZsU-O{twR@n+$yBxsnn9La-- zyqYTltmt5l7k4VZx7=wW0kM9#{OrnaF1x<8@O8Lx)3aVoqw9^k(dqk)sPa4bkV)Lo zYSSh{5_@7nX=mNbHr}l5rm^$=4W5R*)UMXfKHjRj8G~xGJpqQ<)?sHFOALuh&KM?| z8XqNzL9E#@m_`Z>^;`6pLW}o3?iwhQ+Lm|VL)(#>FKn*^&QyW^xN8xkZ;$gm{8u>| zJ1U#!+cLDu&sa#yOg*I^4aK0y+MNmPaRi(S?7}@^PUTjmz-Ja5nZ!;+;D1D)sSk$`tZ8{<1u+F} z;(II&3XF^x*^?%yH{@i#l(Kq%ud2%$md4C^YsLky^-c`F0MV?xsvhvzkgfz!8L(#s zAD~>ew|os3y)U<@edN3H_M?#qzZ(Ww`(JWM!BecKgT8Hv^Tm8`ODq!m!_M-t+Wm)} zx$)Qeyt*mHZjnPLE^3;PM}kaYi9|vuB@z2$RS#LbTFj%`npFOFZuTB3G=+Q@=+*W~ zx4002_>!hnnh*|Cb0#byW!ysC$l8cvf|>9{7cgQ}kt*8+t=;en-QpwOzLw4gj@`?9 z;%uEGC|xG45??M&gkI5*lAT_fbZ%)AGE92zI1D{u%ojKg;EuWyk+CA&;oJuMUtp$; zseM({hHrP;)Q4XswMp-5aAb`A@sy@=2*ur3TYt7xYpH3IN8} z3!I?u;z*BCk70?@K<2EFVMZ6El79PCR*fkDEx)`E3ARr(r9>0J)#p7+eLAt1&i!TT zcrJoYG5u{foKRT>?Rcn>i1Kp}E%bgX#`rE3)(NP!x7suci%y7#x5)I{&#LTFl;EtM zHzW*pWZ+I}U)IiA`=?<(iX?MFf9lscjo_>=e$KnAX|A4U8~$3D34Biui2 zAnx2OfA6rgwj2sw0F!m8ZeL`JUX)1CX5D3g@G`*VVQR%0tZ<6+416C#-mA-ei%T&) zK3X5s2^nD|`>oO*Vay!;-IcebBq-{$9kA^h9J8D~=(?wDML1%}sfT{n?p6c;Ung)- zBT&}sS_}AJeUw5-DRSgRiyoWnUIiXdbQ&66Px{cQ)!ATYm5Ob+T9qRmxI$I`)VdUW zS4|c+2zs6IeTvjMExjit0bt#AX!Fj(gs~NRb`Z7#Ip&QB)?x?<7A%;nPDORMCTK;+ zA4qX!2w7}_p!cQAOV!uAARI*G_NomAAS)-?VzsD*LREC2<-RN4H1g^NMfXocZ6kA= zZo@t>_4fA}9Ya3+g#{BKw(#r&!c5xE9J zgmJqXG?bA`i_;~r%+G1@hF(0=! znE7JZh?&5}pm3mJFE7leaHKZV=)v13NtYjpa#D(K9KFj>X7{DD&a(C?w~KGj6~gmB zDu|k5uJQjoX?HA%>j4i?|1~OUgRY3TF>@(V9W32qMlCMFpfq}z2oOR)KDR1yBD=pi zt+1b;@4mW5=Z$cWL8I|N>wZnIu}Delx&tlUK4!qvUgUe&+r(yoJG)j+X5$ojOO*6oF|i4F{$N=87Vt(AQ2$YG%pki7!oxby%%B|}<{LE%*gu_6ki+siAGpfdWjOO7e{hJV>VK~- z=hP%e$cqMa%EH0=CDy7QR^TEGS1r)mYLkN$L^~i+c3u1XnhW9hQsFld-i_wrmGllK zg|P;Ipr^{O>oBVD1)nBz#^)So>am*mI@*G)z;|c19YIDmj37 zE;rhX4%sNA@tiI3a-=vGf#!fy1p>&z3x5o+V{%&NFp zI`4N~W}SU|>Ts1^fPBR;o5ZbFU&jecWTGk=Qvd2xUJ26AG1iX@J~qI2#*SIs;y!3#kQru}9`lNg(Yil7IR>s3Veugm;Xwj&`S2WG&HWCxLxZs$P{(g$J~- zDE|hCpl46gnOvP92M3^A?5-^cOw(*=#HROx(2LrfZ4`qc1GH{4EWa3{iv`IGR7-Rv1{vy zJo+cm3vyykuk|EzlZYP1wwu3=s*%87Agim^C;kc&sR);+$C=3wItOHB zUxw3p6ztqeV~b=_F;Io_(kv6P?xK1}lS}PjrM+=yl@APvb1{iWx99F4pK}vg#t54udsgDBn?NB#tP3r}5fe4fSP1AmF__<8KX0 zE#SNws^!yG&$AC$AM|)Ev4E+u=HDOB1UVb?6`qqhDT7DP87(!~X|aaLaKUL@W|263!gkaLzN7K&iY8m&D6kmWs1(~cv*Ta|WvaP;>R zvYFmDu_$>r%0MbIo6*nl;=rN({Be7Bm>70|&DtMf=v=Z4e_6ChLAA1)nG?SY?ZEOg zJEe(2Y{El3zjDC%or%{#jYvRoElX+dyP|d1M~?+I%+0ONak#-F4TCMaR5 z#}df#htsz(vet<0lt)^uo$CXaOYXCc^%Bjg$9e|Fr$5H*=ht4^JnI~=+%>K`=($GK0?QkqpdjbqZ?@Wk|40`!4M=w>IV0M-XmwC36UdR_y zS)8Ife&Kw5ou|HKeC5oS*Vy?W{2$pnEo7MJ(Bn3WT!XMD<|UnDIAYsvriU59zfclc zZP%|o^spPr1P0;ayw3WwA>mgd-Xir|Ryh zsKKvm{f-FTn%}mbtdtJVqIUD8{%!lH05ui)_VWWZ9CV#83G0gj);86W1R=!38|V@(%(*ra~* zm$=1#*+RoAA4x!enLootNT9ovm@}nwMW|bV^G>&fqMt_-0!TIQH*XZIQHwQmJVNDq zBq!~IrdC`-Gti&$q~rpmX7-O~>mxbdR0`|;)6-pO4|?9cxMQO0SN5N6p!O0PcdU2iqT~4JGkSp-rkZ*sDB^1~?HTPt(&4+~O#(M2Dm#8P$MD(v zAU5#q4AMt4WxL8UB8Sfe=Al*mOUcjh;@q{%!PxD2hc?iiC;`rKm3PMP zF@eF#hf`uxb33$GFQ+Y2Shho93#BmR0J~L;eKc~g1ujh)-&ZP#Pw@Y)veI0+7Ovig zrgk$8YZB7Z9OE$Z#chc)wUX+#IOmX8sloU_B;DqYGB)Xb{_?OK^3@TwA~yrvUX@OnK}Gm76DdZ72Xi{K4mKS=$AV~jvjW?D3qy6HVE zZT^OV9VJt!xa;a^>jrKd1YB3g+xNQ~8SH~HK__t#9)m-f zRTcqyhz7>d*p6pE-@`{91keSgrIQgrZT6SJDCr?FNC}2dMFYlBpPA50ceaD;XC`FZ ziX!x>qg&qL{N=Z?5Nx{`cNNODaKw%V756g>>QZ{k->i1|eR$HKWIowoy2Cvw+PW&zBTS_a%^eBTFw1=lg;ULUJ=h*AgcUd+J+5=IG zeg8@}AO<)+~)|9ICk|YheES4 zwO~icIPiDSD8s&k&uFd&woht5wY_Fyk8k-^|B1OVTN>)oHf0r95v2^F6N{W*p{_`C z6rR$@8NEVH+H-fK1wQrlad5@>Iwkq?>&?17oxQM|q7~|2b$#OJ!?x0@k=xnnlKR|y!6q-2J59ocyZ^#c;2aw(YL#3_Lx_VfydHUL)qmc0iRk0#vaPXkOoC zNQJj^!pe+W=po>POQ%7>TsVQq9*Zyy>Uon|AYy13vg=T&xTH}#iSx<-G-$gD-kBtd7?*tuo z9NZ$WDjqAFkRZhoB8d>V#zE7>y-!Q3?&m%A1)NH{-_|bt+DLuTBslhyWdj<(O?PkI zFO5rqg8lV**>fiY3ZFWgYtS zhm_N*+Gl^10K4QgQx+Es6Ep~%YgcB>w=0?mc2Jgu@IT`qtb>NspE*nIl$?9s0iR&C zlf=T!PH$R;S~uwp*#A~Xzj?>^XXG=oz!>|wYo&AR>eg$+1=_XRP;tkkHC*fSmAwH# zTUbYJg;TWbR%{U^MWoo{yVuS&6uT7?uNE|d(r_HqGrS8gC^pwgbYQB=dwZBoGrPJL zw9JxTc+Z{sh9<(|>S2KjR>Yva*&;}(v&i6m&-YnGs!(4FNA0!X)w~eDZU1|j5iz4Vi zHVSzDNlHr;Nt{=_$syhoEszb(E{^>h2O>98K^dQBHd@WyDia+#xV^g3Qx6-GZT;4) zx>*GnggS$XGt-y6+lW8FbPCo=`!hZtxCU2ClU+vum=Q z>A#d`WqL=~2L8Xz5n13{7cVYSMW*0Ttv#bCP%NMO#H4qyGz^yNIXpI~JS4@XeU#V& z>*$~_l31XoN1zk%9o)6WPP{dgBwc7c98Qk+u5^p^R+V!D0D^Fn+z1_iodn>f^KYrE zOPRUCbxq3wQaG$#OQCzeQ=oja31?O)i}D;6dKnJdXSb<7K0@a_&4+v5;*Pmz=pDIY z3IR=f9xKKD9u7xe*2p-i@S(%LFk6+VRg z-7&2gE@aTlR%aR<_`q%#?Ua23N>Bz~NvHu^X$n8jxOoF z-O=5t$ui;62n5C=z8rL%arhJR??EfZo<|`tS^c8KGLhYUO6NO7Eqe!EcB7> z{5piKBZU0BS^w83&K;p2*a*E;5q5Q)-B(kn-#K9_9funqyB4?KaL5BKV3C{=*ccx0 za^Z4EEXlZ?>EkfgrVP=wuktfWhXP@!1h*4o6aJ5p&!wI|9^w7>4Rnl3Wv>yn0 zioH;)lQey)KKhEAJd_hFB58P1AJP~nxS3+`^-u5^8>8Fc8)qTFw*fDv@<%T^P>n{C zw#`P=Sa$XV{ViJ1;3N&vMZ2S|M97pQ2)5Y2<~iai9MG?qCsq1bj=68E;jHkgh*~@C zp)$e_xrleFnE#d{Y%@a-NOGqZ_6EP>0c4@cHi;7NeWfuiN+@B!4pCn=>eK+M#;tmL zJBr3KGd|vG)S`t$THES`AO0S!FESb?iwm)1rj}37n?MNh`n#r+ZP0&*(>~G{B5fPp z%9+;d7t(s==csa2k)YTM%|!tM4*IXrlug9^?uU6EUEeHqqbGYW7Vqr6YQV5UrW;s1{vt#NcpSS(%P2=_1d@L)v(Zj}BY73iIicPjU z1tlVM>NzKUa%dlbSJt>0CtR?#KPY*QbHGngsoK3)8n5Zh+&LOLLU8)ot;8&yO$jcw z9pFjxL0H4n^DgY>e?Ej-`J}A|=)K{J|6uBWSS_4m=v@bZ?7O~psyl0gJrX`N>Tpm& zIW&<96qN|^(-2MV#&*DIdv^Y4mmKNG;z=?nde` zA#vUBVZq+d>1S+~BXPRS5b;X_S2rw1xjt!afGB9STO{hbwP=)fp;fC$4CqQfs#4EN`n?GzDV`zrv@>YjtZ@zX5Y&b_um7@wIlbD zNN&;&S%~0@$7eN*>t{+oQ0x(T<2)W`LC?Jjd@7J@R zH$6tH4F=uB-_bp}Diqqg;mwE6*Hti?{#bS$t!V3WXvwdwVP9Zapyd3 zR*=FeM}a87rpd7dKoHwh?{i+25_xS6OND*M1iRwo7ME!gKyI`?$m8H7US3He-u6_7 z@%o-Ut>i%sfpFfuSNk7i?wv2hX#Wsv{dxGuvnbNK?qiG2-VNqQS~v>$5<$z{(i5}7CjI;ZwN=d|D!0I)7S|&Exyk*DO%O07+U%iJh*%)HWG6ZqO2l@M}ab5mt4mp{gK|3Bj<;l-{aRA@3904o0kbaNPV&!HlNkoA?0`| zx+1u|T2F=tQcRG1q?dBC^-UmH+H#Im^*O$KULxH*=WU#TR$@&tIQLi4LbA|Hh|h2+n!iP+j^YKFo5anc+ zN#D-}%Q@;Dt7n4kQ;vjDsIXy!nHk>|If7h(t2r*NkgQXK+_IP584NeE6FZ?*zq<^@ zBxUFp#m5cTqhR0_Yz^v%!w?r^=#wGJqG!IY5rLw;Z=8p9`NA_-5*=7GCy7n_5{zG7 zg1S_B3JAKCm#yp8IJBvtFDD{aZEijJ=0P+$y;?Xh(%mTx)Bs>|CE-)p!z=wOT~I@* z#eVrj`_B#@Qxnce>|BNj`x+}S{C6gw!tbM1kKYb)t{G+PNf>=*@|ve++m!v_OCaduT0gIfKJPu$KQ?=HtN(>=WsisKeT3gp+`TGS z^->djdzWz%Ou!qsy*9QaKb!X7f}>z$-sg8)B?Ak$kEea+uOHhDl8`2SgAgXbYLsD9 zIu{E$<^9ESE~>OlRWnw4B-br|xlE6ehpm*2{xE880@nB*Ica`;NOG4Y-l?nejdYIl z6yJsu8aZYs+q3Z;5L!`J;YH-TIW>{)gH3k;TH<#bipIhAIIR>a)xd&rKiiD2VLSq1PR8CJx zdL#VF4AoEnWzPDmxF>WPGz{qaL(Vhu&{#M_I6+c1c=Meptk95Vs>LXp*of(Rdes@? zK>Vy`n-!5Lh~Mz2tqoAh#HewI&kK%|rBiGw!IZmvF-XnB0wp$cZsakpTRi5dTHi8Sdb#uMicWW9;OSVltWBJAyG z1G&T83A69`nlHxmzvheMfVYTw%R|VCNERB9_HT&IP8hfRz_qF7Jv6o0miF8GW+5Fc z&MU1$-QGXrDfS`k1$GfqAE7V6 zTKTFDN#H%vE_;fdiK{;4DuW)%-=!QVM#AR<0|7HTSBdLaH-vAO127#bles? z0}U^q7njP5d;$J-_%dMN%*(`P+Q&b{KIvm9UM%P*;l)25z>nC;a)^8~o`+2TLHa$| zaT@j#aSajl`uR0a1KBHeOK!M6dVt1JXBZTPvsAeE8fp@r(0RI`S zDpxf0d&2yhC){y2f0t+Vy@I~!PX0_32YTqlC-w{zQ&f3HbP^X#8XvbL@&yADCVnG> z+{_YzK;*$tqk59I*+Tc~q74sq;iPj>XJW2EdZ_k>u`qSN348D_6*>NVSvC}Q~LJO0+1NSAoQ8{4pO==F< zaM69j2Fa-J6Jq?COMG=OkQ={!gScU)6l--yjM%_^^7*%@fm>{4GW?-D+=H zO09@hC4r>|?RT}KQ*z^6cgafbhb%56Nlpig`lk&P_J>#+?L<1?R)Fh;)il1absNpS z*ZnI>`FC_FmUN-(x5r@SGjXM9U|;qgQ`jJ>GXPFERY>80rs#(&5_E7~HJ=wo-s^0PPfBtH`_5YuPur)Vc z)Xt~A*M*>?xbS}&zdaliF8Nuz?PgAYkq1vd4P99&agQBqYG)`}!}iT&KTfaTYl|CU zu9ec>0}ex74wBx;UOt^~x+HZS^j^U1e(x4wXm`EB4;mcPWtu~0p+PWU?-;TjkheP!(?W@-QJ2kUp9bhKbj)T-qB@RI&b=P}(`!f1q$Dw^)o1Q=6^Yhp#b&7bodfV;0 zQkksLck&$96rXUy!k}V6H?R(t-#Y7c7J&|#xt(Y3Z1~kjrCM!aAV1Hr%1-^FMeU7M zrCYy?T;+vTBr;)5YfkWS)dhszvUJ^hBW*2-dqZw@jeXYvJDMTWtr~DA9sykLa1CJ} zq4nFMeTuy!?|f}LUjA)6sJ4O6|My8vnmcn6X!Bsqj@|ek|KZ>0+oU{!vd%EMU?=e~ zDkd^&;ZZpWGHiuli9`~`JpQ0~vLDn*Vre1ccz5S*XI)pObejXWQ|^nKZ!g?aoQ^t| zXGh88Y#YUId%Bd6@J_Z?gy{MM9hBL@Teh|O+@^tN8(7qcc0Oz~<|2Y2n>(9wuGHC0 zH)~(56C)=Hvu5%}3nDK|^_~t%su%9EMM7GKg6+G_l6C&CF9{QU8J%QUb5W#zBQvHR z_EwUKwOH78g-5r;3q$|=sEHwIuT*5;x8~LvWs2z%>Wiqlv|4mAPk$Dvmd8-d6}w2- z-&z7mo02iT$(GoVE+z%JT7{g|I81QLiIH!z;i5Z%TH(6=?^Ng9!r1b^u>$UM5swa2 z8K14IP#PLN5wMWvHUUgHAwkKGttEFu`Y}RH&(X?g*BcFI5PLHaV*T{ah&WOLqIVA+ zZ660yaZ2usbgpn(0Mly4sMO$eoSNTABqrVOOYmsPz3O^}qg7%_nIWl1%Eg+zblv&1 z*TVE?$Ew(5C8pi}tU07e-ns_B8l9dmAKPyc%;VzAZ%(dM7{*A@7c3rq{#%6496v+H z1)S6Ud7Jx)3ZLIiXMd>6f-*dS2pB|6!>Lx|>{B{%*2iS<4tbE%`g`Hhn={kik#v(r-fY!)78D8=_o z+FbvQ5aY`DM8hP)x97aDh){x}_d*x~Xpa{qO4~gynPmdg`I5PPQ%b7^ioW)ZgHVhk zvXuE&nD(}RdooL`Dqxu60AMLI!1-ix7SdZr`yE_*20R=X{wXG9_v9KR9%M?P^ibdW zSm-{L$O>%Q+dXB;RE%}8XFT36HebH|?cH=ggRrloEQ|4w6M)p2a73*`|3^YrTd@Wl z5*Ye2N`4={%57AU)Dy+DrPY>CS&CJD#^bFP?Qc@fFOS;BolBB1n_{*CPVVgMDv5XM zms3y|mG8&BZD{2w&HNV{p^xS<%X1SP{#RqY&NuGZCFhgmT`eRx>Qvoiqx;@>7+Z<` z4;?)~^_4{DB0Pp^vp9m#%~aR+o=O>D|`_6r{9}A9|7H%J-OmP5PPKUMJROFkf~f} zx_mrY5jf*jojorJ{QNOE(i5Uc^=faux2Sz7+|*8~PbzUCKgo)HsNS&fkX;@_4X{Ia zcNW{v8Ypu6<$FJdCE!S?iXjLye+Iisc3_?fd*LXRiHSg`2PKdc%MxNmtY;TARRrRv3h|_o>x*} zxPsV57ss`6d6D};ah&X}#3|?J>MNwrS$R)Yh5tNT=fv_en?P z_v$r*&9f$T{HdgOgRqkFoot(QZFv~*nyV8wm1jA~qksXKDpti_Tk=;^3zr{y4?w?` z8YqY3+4ljdbr~GO(zUclUrj%3(G(?Zw0`?3;9*Ce62~G^&vD#$6tA-(5(*oN$Qj%O zSF9#DlCN|tOAZFfUN_bFsXi6aJVA$5AJZCV&BbSN=ZKRIlc9>s?3io(I9FtfK)o2U zxSugtzcU_3I`CViHoy4*aO4$)?sdrPP4Y2EQu<2peqzCegfz!~Io~)AV!I^k7_s~V ztMyS?q}KuLcK2j&Xy8ju!OGCsZ3`xl6RAs1og3!wh3T|b9(0||x~H`77F3~)tk>G& znz06{@r4kQ;UK!FnXIctG1m4{WYrADipR1i-Ax3HHZI|6=HHbT4S35Gwy5xL3pb6c z&U;*KI6N753QZCEL^+BZ%1NfwVh2>C3r)(si6XY%O+dI~6Asa&+GN2!w1zqF%UQLA zb^MFzHZWJW$JhZ!u8xvZQHgnwQbwB?RIKRZQHi)dTQIYZJj>vcb%WGlkAo3 zWUnmH;;8)q16$!W5-zPn3;i1$#J*ZGl1S?J;MrF;t}=MY0u^9@5jK>8fl$Se3IW5E zze&`(##D4GwH4Tpj^xeEC_{Q}C}$lXo$1bo8MU2-TBK%XU+DUtk1Z9fn$J0#r{N3bE`feaR5@0@K@1EJILP?$sN7o$oo z-^eKBlFLy**MKUJ`o^sdlSAr2wYwEE2}n`BhemaOMmsQ(tMkDOi=zuVuIU2CtYhf* z1f!W2sQxRaos&D#kXOXkNS~x2?rM?|SDpH=LORv;$0JXsUZdvmq3aDyTZQSaGYq&8 zn+NqAy`5fn{APf zRjx|n%h9`TrlD4C<*wDD>oDLk!SySr3zd02A5Xd$KRaih8k8GG)q$e*Cpurk#tgMj zwU0}1=F&=*{5>L-k?rO6?CdL$hh?cVd8Zd=9Hn@V6n^+;9jl!1E;*<}GjwtcFJ(d_ znM_QkyCeZhT*N-PA}@?fX9FGe{u?9f2~@w=qzCYG|7cT=L@0)qGPw|-ZF`4_xu@0} z{wRAg6xvp$>6fIeZ%Fjb{q4U-?Its@&OKv?&4#Ej3{+2gp#}6fPN`gPqDq8nnNC5- z^yWV(G&6V^_l~=)CiHesK^2wm5M6piw82#l3t@g3Mu`KwI#2f6u{ za^PyV%>-o1YT1)fvH zwo-6YS5Bw{cMZDL=TR?LAYm!JC4a&a*H($cI&IuNNfYo5Jeq;9#WPN+OL7QVj> zqDQ-`@_1)|oJ$6S##cGY=C7@J$&g$xLJ^VBt3xLb;o;4P2rSh zHrA)!UC7ck9cBLPwU@`!Tuw^arc@BVo^r3&bWwG2Q~S+3tPvr*&9Bq;r3K}hv-Iu# zr~@>e>!vG_ois2UgAvAYRP0zq(h>V!N6KZ2;E0!+-0Q0zEm|ubv3q#>tclhsQqNRA z+wz{yD0X)CV6%YHFV{-=zM%%Bf`N0h?h=aNFQdt3igRnQs4J!N+adq2NzAt_d4pRS?rca>jm4cj@}tc`y&| zQosrFw6usJ3F$d{L)mFdV$&vp7|cVjvd~+-woWV)8y~TPR%W9j()&z@2X8{nNOM=; zb&{Nn7XGhsd6jA}r20F=RKZ;v5ZwECL7z| zTz)4VRM%-Q%!Os>eMx+5^KCz(Doz91rwH=!y=pO=AuOL4#qmzYZ%hQgXO)Htr$Zsx zvESa63UaXUG~7IXd%sPh8!2O8;MO{ahaS4Q94$BN5s?%XT6KCE*S2sH&DT6h+ z^*S7Hfyh_s0}({*A}BOoWg72l4v~xDc*A2`<0mO~dkKSR)hl?kBW3jKlW*ow)H~f` zHDACtBXa+yRVMnoryunTvP$~O_oEvKzDX&`eNt>Zxxuf9*wl_cQXUgOoQt(>A-kb! z)5mqE%%4q*{uCpXjQFdZ-)8RB2Al2egj=%GO>0qxa-x&bwx0hO4A1h&`gqq8E7y}wQ`rGSCB+3v4 zM|QkK0u>>5KgCxZLojozPI6aU$bw8;xo$uJkv&??0w3dGIMc>m9(3`}psJG9|4^I0 zY2@+mS?#e%HzVy8;+}vzxVF|5lADTVczrOs+TS#cw;bPKu?f6Gy<@Cx6Z5osxVwC_WEHsa1iCDm2 zl|kd2$B!R%9^OQ6hoX%=ey7ziP*{Q=j>M-gq|LtNUrq($z1Z1O$90v_&2(}bRcvwM zfEd;=YBb5`BWgTZ<8P~zA|9<$kp-~j(LAE-=HZLV;u-Jey`$D<ta+}-H9`Yk`fX}Dy z8Z278f=@l={t`I8aRl(cSWpEGv!VFG&Jg#1zUy)qmNZQEMRuQHXnMA(Nw;TkE!&B9 zktav<&-J@0JSo)$wE$wWD1w*49vp9pT{YJz2yRa`11Hn*+CpO^iwD9Mm&O$*c&ZAA zWPaknu#L3L<1Z+~x_tA%3pBy3ZNK6^z8r#P+76ad_q&2?wn)E9aCSFeE&w}-Wt(C* z^IZ)B#9WdF3B-8n=Rn)@y(S!6l6*I6hR#Uf`CC`1{&m5Qms=1;(kYk+%j{96g9|*q ze|+|6T6*ZYQcC9?3dJ8Rr_{s(c6edoOHZ~-8OYHyb(VAdz_we5$vvDd1s@X2iH>GG zs|cSAsRLSOh8d_UUcnn}>OP{P+!Vxafh~3?`B6_2R~(sg$7nevk?uECxo3ns%(|=a z#D7SdO=q1`r)dl!K;2(ky4>n{_5yZ(H(HLcb22bZzYF)<>8#a~w$S@<_YW?aTnsl{ zv@}ESWDrI9Db#svj>WU1aKWu>?u|s3LdF6TH#k<9yj{%^;dsFoayQ10dN7;Ggcrm{X z4O8<{Y3_tB#=1cb9x7yh)})A#vRVyP{&Kv;ju~BS^kV5G%r?-YPMiT?Solj!vwG3a z`f#whhUj@Osy*IVHhaED30sa}HLj^R41|F3(-UQ(JPn(C_?0sUF55#Vk&3t~?Wm9{ zF-@+|PB1L)<2;L0zouMy`+XQuXT=V!y7KW_i;2oYJEY zD|sr;kkY%;olB<(p{WpbeA)nl1I0HSD*k-bN9yRu-EkZ5;XCXJ!v7%odF5XM;T*TO zkpEXMtcS?mCKWn4wR!Z2tW9WP=N7M`KeW^ctjnXQ17HSkbrzTZk`SC?{@UIXei5mc zG!vQR(7;^Gq-I-*gf{dXh`}wz0d9NA<*!g%^O3-DW$5l52%^`)Fx75vbI2;DUl5K) zk*`|>&E*#xbp2akeyG2CV`^EHlnF&cjy_}U=AB^A2^MmsJ1MU<+(-30V*K`iQe>+edt#dvmLd_NWt96tP(9mj&+8kW(7VX0 z0D;JvH(h=-OY{gV!CTUAUD)A&RY2UcEyjOoFTP{(5fh8gmpZz^dEWlMiEQ@$jpRwD z0@N##qhtvx((wKlDuPy|(Z+h4Qmm2TLGzhn_-~Z{OhZeOk9%N?yw_oIl6Zt5juPNO z9gjM(DQN~%evBoTGOf{f=Yqi53I_39$?W|qnzGStd zOlvm=pu*i@^QS7$@GsNsBpN1|^TKHUjLjV2Mev9d=`oa@-5i$DM0RMyw{|I4Xc9)+ zMHHpyB7_B-)epPwi-0hZ@0P@q__z~cJEZolKO?2SB0saFK*+u>P0*fAQjXvU3Uc| z8~q48ejTrXs%Yn8&|_hR2-%wUy!w*dw7dVasW#xxn~a1JguxSdN(mDA7JHH~A=r~X zcmpQRP2h~0fJueAB72Qa-icce&dnkA`2(=`4(H_+o4_g8j@;W>>s>~E+4D%yS`E?9v=%wFlbv~Ce}ds`^%6=H8k+60f+Si z7-Pq)dV6kbyAiQXuBUg)1=}ut#{a{Q8wmbyz%5}m(~5o3oJj&Ju=^I}BG27WZX`iK)?JVQyRWKTM)11$xZL4pkx31l1 z7C#T?`(m#DC0dJ9aE(3vhsjvA^r6twfrhVXQOpThfRx&u&juDV^ug|I8)>H6?`5p8 zlOV8&GUB&nwu02dfyuV?Q%cQGs79Z}dqwaCPdu9NkvXHMV+j4ve+P)h{qmCk)uKH0 zrR))&^Q11`iVn9fMqGHGSL(MFGT}R4=}F!DdgFY|ZFF17t7mvxYIDo1NI6zl%6-Rby1^BJt1)TS_aa`HTmS({17-sjEEt$L

    • _{m?*C0YYN$lo;VW)Z|2&ZdG(Cs`qPtqu-d6Fd4`Z4vGTLNncXehe(0tZmJ<#*k~nG4!FZ89a^u85wGE3~v@$t!-nAn>N}LDJ zm^-J&+zN!HJBDc``4#=eEJZEq)j(I65^1f9Dfa_Acn`!nBVa}@___Sz3>=;zgY%$^ zmwg_qEUZ@(&+v!$^pMwz#3@>I0X&ZPVI}H(WbqXU{vuKLY~Rf9UDWYY@q1py#W}q) ztEI%7fhdVz2_CyRfarvNb~T2RKsJ5wIC2~Zc^J}+wEmZCW9RL?e>oEok;ln{n7;gK zq!jXe7jpO6)r3HuHK0F%paZ0-W3$EBu1cd3y+li$fePE^jaWuigEockw2Rwg?n@XW z3TMxP2@@b^x+MO3u#zaVLKwX?iE5EOgV&^d#|Mz{=Q80|+JduG9H-KnwVF6&iq>B1 zMeO2sL#HwierQyD$p|z$mkG1g5r~&?h>%;&5UhbOA+~GqNSWz5LYqC<^wQ;tSD^&$ z7U>*l++O=PE5L7EW?0KEQO)&8y=xGM=2QeztMTR{FuIehVn9h!M6YA%SBE^9^yhXMs#NR*ef$hs=g8JK-og>i5cDt9O7Qn za_tWeJ;)V;xvF8^Ni%4-uUo0R%7q;09xT?TBpqGgq=$xG;+tvBW`d0i@PyqaDtuZh~$OtM+O7@H0>K>=thck76(oap3bR9b5v^|rBSe>3X-fnHggRbVVI zC^sD`Gl@??(hhr=;^xBKT36(AhutGe(T9v#Xym1=JY%{~F}o_A?O#493hJ`>Qv+8* zk7>`=>FVB*{9_1C8w;ltTIA0tF8EqeTTz5QtpX!t!kjYipn(Y6(QBc|B;j9L`3eLs z?Y+H~s54}iY87<5Uv{v3e%hHb9;y>D#Ay#Er;CQ*+yftwK8eHj6@?Qz$&y{g)92?9 z$%~fPgyALyY#44%zr~oEqA8Gj3Qsv-ai}Nc7-@~QibMZ{yX8+<2p-L=67ICJcmBQVPpc2ivL zi2}mlrLXu`yJw}IY8b+X{N4U*BwaXTb=onVeteQ|ad9Z^uD1H&c>4RNNYbfEvB#nL zs)23D$h7hf$HHF9w&^CzNibG(vX1%vDVI@BgJwVUfxbIVmDwh$K7Lb_4Z9B9FBoY{ zO}5ywLAWqnYtl>obrsaodS_nIZ%SgifKfjsoCW$#7qoph1z)y}&NVEPpEAD__5*R@_L*_lLtuJzIK`~k z;z_!_eGNHRfJXknlw8X$NlClcFS>qaT=9~*uJ!8phvelQPDQV@^rp9Vw;AP^%F0~y#DS{P)uRl#hKg4iy}$-BZYEjh&A|yB(G7N2i|ylC5@FrbJXLm zXRNtr_rSjt^wBhCkQFQSZY*F%rm5Wo$Gf7rvB{3M;9xHMZJJ$^jE7bSD^XckfQ6;h z2wm3n<;Vh){E6?=>`E5_M{At^Y0a|?2@6F9hkW*f6PRXU_sp``>Ku5lak+;R`;|KK zQF*RpAf!(fC-nIX3_M_V_%8M%fw&-%s~fAopQ~&kfLjsin_6Tv2)sm*y2U`{yXi4R zq6k%%JCR|@{PHYUGHb?M-cRI(B%=GT2?N;Id6w#2bXqPo%oX!Uoz*{FiES_gDukqZ z3xR#MADWX)4r+%3qsHK=!rr!hZi;R6d7nfoL8jd{*qdg*yo#956}MAwh_Ii^LB+y^ zho}kFnIXb-)@(_xV#*Ohej*0aUkRUO2zYAf1?e_1|2hp@5Q!=fm0eMHv&^mRcYY4KZevNH2%)Wg8Xi;4qtwY1WybfubOwaN{KKU=P7rDO7F`;9ix@f!VBcwzl!) zRbB0sFx#iRR-pYib60>m`{;k__pfY_?-De#d8U>m`fw>w>q~nO0(MKaT=T4B%KWIU zJ?f(bk)E<*pPsvwvD)Y;99uM_esQQBt)V=g0W~)cX`!Dib<hA;CvUrQ)q~Gup1Jh@`u_3LT&O<7~0?ave(=M*#iGkd^ zts7h3O(^@X;`L1gKd!3KJ<Dwh| zMFalGlqr~1VfASHVGyfzS6jvR^36Q_``Q-baue2ePGycka-kFNy7Awqsryuf2bvo< zck8N~WH(scrPZk*#|{AqB%`=wF)FMz@=3ZI?+7(QMVRZ^%1^F9f!|juYPdn7jwBLm zf@}(SA5_qFwF9iAIrGEQ93wdb7SPC+tY>!=+A2}2o~h7ST$d)H|7waiHkqQ_UFFqASYn(bT9q-t;QXR9x+ z*DAB$=KXh5_d?ho@GbPFi)YIw)^oGEKaQI7Y2uL2tjC(J%3@Sswtt+IO2RIwq;;hr3b1%vZlz28v@I zfydU_?epLz(goZ0Z+^AN(yH$(Y29z6#iYPnGDFz*`l`Qf5muJyV3qy;m$rf)JoHx> zs-*l#26wzT3`6f4JL$_U1&^l@=|RcfsxwAr^AnM0KUf7Z4|h;tDM7NZRripNI~_>> zQLb#;4hs5i)%>XMa3t-S>6c%@ON06i=YndyeAQ*xo$uW1t}g$sExox@M!8@$Dl%i{ z^=Ai8?Qi_%4$SGle;d}MA8sr|^uKr}it;-0&J2@#d+LXS({5Kdy<5hoo>qHzHr12N z5IDY>+NLp{{iWi32>5mYTdx6rgr_I_Jbs9PeI_Rp-`$KUGe(jyw#^} zYAUw!%({Ds-j^|}&r@G)Q>CvxhFSPV;6-}<{QNlEcN=<1l9~F7GxZkbjj{4h%4?9D zb%moJo&O5gKEVI6^*U4rE-$%0_M!In^s4aP^TS0)CDfxJdJ6H?3g`1}d>*qFUUUD> z&f;0G69ibs>4nG_y#CNa;fO*-g&+U?1;BMvd1}X{+8P4F+1M_`+xbmlc?%7jv^BWuvqdp8Up6*SpPKez zY#pX|T#v}jKQ-v^rTT*`xMC5+BErt2XU-32po2%Kp8>u+=z zFJ0DHWg}#b+=+8Qyx_|&RGQcbm-j1iH&HT3S~bsR+D=Ou?Dc=xVla)DIAe%M3{5*Q zT{X`JdOl8k7e0`_h$tNWlDhVJQC)2fXfq&*E6G6-4M>LJ3(?=8j=C>P>~1dUr(oML z&+GPQUT{~i2eYu`+n%aQN`l41H1J&0OknKW?8D!JyrwfrI%uk?y`dB{jm=H_lNFD&GokZ`$ zJEb0Ys_#_z427D_%gQLwZ^vX;c|T@fM#n1C4rF>3a>C3rWgFDjTE>fiYWM&4nc+n* z0;lqB%V*+sx?1Sai;H{7x%CyDH?fwBpNz6DLtqzqDGI_z`Jt$bA)C65iq$B!Rgsk7 zcKX>DoPTfg9qG*-J#G75pjlyA*#60lqU;YE_x>wnd2Hiyp9;dBa7dUZ%fZPXvXl0p zFndH3uDn>>PseRcxu@tqyW@jjZ4q6#aGY(hXI>dVF^aRLb0EFD`~H+|Tbo|n)@o|? zJu+l>JUN%MXIpEn%M-!s?!Fkp4bb-6ZpnW)+*wzQBuIBC%WEOZaJu&UjMv1!D}xzG zD_lKo>a!DokUa(Q4Hve)X?tKOR9(N<@<1Ki1*Ag2|9&pt?mZCpks|%3BFm6l?@3m! z>yyHfU`Mc0A`X4Yvx5aNfFLK^gbH1T}+Gm22ORkNoW*g%9U)xqJgh@+G2@m;ipu=7SKaenzzkIsdZyhUpY z)+*X*=5xUQYKJd*Yb7?*rIF$Qr*j)=d(-6Gd$0DlAt5wB>wi+sB(Fbo@FwHh5@EHX z-FVC|78f#o`6m%_PcW}|3hAv*;1rir#covp#Rd?m0)YFX_i%ajw4XA(ash8l$qfvMGot*o8OZyNhXBq-MAo9wBx&iI2K+RbT94RfoF*+UQ{@KKVDs9Z8 z^8u`k_c9`K5j2sDzAnrCZCV+C>5ryqiDaEi|F}r z^hbn9c)3}{Dt{uWgmaBwT6^kqVAE8+55J?AW~#3-YVhD7@OEnK1!K^)>mGUkOYjf~ zFh77u9HXdL`JPHbvCW)ZbJXn3ndwg}GC2gGPGa3h-$jTzQ$!UzAC)9t#B0tnoM*}| z@i$izW7i=cFIjA^3>oIJH92OABr-s_plSKF~Es}Ha7>;H1BCgZZP z{q&7emE#oCEo0cXn`cXIek1jp{S}X&{E+<}hXhbfi}?0wF!CYzMhECpZ;nA48$-S`v|u-@w=a_A-%}7>#CIe-nou`MY7{JeIg+ z-X%YVdH4pwyqH7Tl1cbmW3Kwi&`5R!W}6K+y+xM!NRQMa^!}Hp;9@JF9nD+pJww3{ zXo-SUdlnV6SQ{`cZng$fboiEdkJj`&pevTv;>zZbk&1WygNK*T|H7=<{j!?*{aO%y z^wzk-jv_pfJ7%NBT{`m%ymROOJeV?X(r#+e)p24A@GU5)oCDupl$*wlO2Do4$20ta zq1Zz8ZkW>JfrOKE9l=g*%uekQ`J4*VxC8iqxQNXaf9SaSujV0?O=fo=T z?Ne^{Ssuh$L~8r`2=#oVwFhW4omslduq@EDp4;$80`%EpzvdM5zbT;{pijyn!JRkY z-AJ8%!Akt7tK!7Bpj@3b-k=WC?^1KbM!|*#sM4oR-)PS*C{8p9-z5a&1i$0IvSZRS z*mfw|`%=zfeJWcoSW_^TjH}=Bk)@cI2Gbtk`tPFm?wGmzWu@w}I5u2S=uz)gN~a&u zVCk&IvUL{sMF>!@vKvnING|M6+c;0N)WePfnj=Jkb;O89h(-)U|5?u<{&VgTUkR;b zT|M!uX>=j)(OkiaDKU^XUVP^Of%zQqCH14mJ=L|W`sWBmJFmApgm-Oi$!~X(2?4%e z(+UnS%kn2R##@gYE$rlE2L<^5cv!BI%TC+Ldl~c`J$dtIWMu0@LxmG#p4q4R`fvO+ zYr4UZT(%{@P-OLv z8mf@o;HeYk2PiU1$cX-j3VlEY$r^ZiTNJ8rB9}%c_M2qa_zpNOT$jkcs&gBBHLRTE zyH+DG7P{xAi(?tKrmX^KG6a@b<903&WO1c)7-+0F5d`>-i|n&~dM|8eAPO zuUQ~*?i7b2I=|9(n>cCCZpV=ZPZT&=&#P*#bYFQ~aMY>jGchGQZ9fNX=E$o_!6#_=XTVLX;n8pdj&MWV ziiB z*p0uA2hxPi5#Pv;i~OAdcS}==Uu_%^7VE2SDjaJe@^LmrcH+dnbGi5gM}yaZ-lVIi zTDto9#f9UfUZT$=EdFrX_79Rr50|q%K=TmMSeJLJ8)au1dDM*bZxZ&MSU_Rc*mI>| zcREM2jhg2BBW#k+5}JB``;?KX0dr_Sa!7aM0uPY!kJKS_uaEDJ8VWat&Y@hFK_=M; zyin!=C*C8y=vIc~S;teq$ij{;y0jX?Gy>NWn4Gc|)Hyyh_bas+;=hk-K3!zBFVU;V z+)%X)tspsO1@EoHbPEP+d}8|gw+dym%3Y7QkYl?P<;M5!f2HC$@b1u+QqQ`*!qPKw z^pc=UwNIh%eZB9g5Fa$T)+L5q7rj@vX_gm<1&H1wT{?dT-~T{&8G#<(UmF`a?GOAT zAY~&V!J$-BQ?T0(8+~n}BcUcZX)jkHX95_j1Yo1kJ^4TuMyR2MTZByaASW+Yrd{}BFL%``4)Xe=#gndS--V1Ku#wA{{*`%ljRno3 z-*PlyaS?N>srC&Gz$!}LQf8|6LGj7s4ZkGmwf@y;h}EcBvqn0oiwKx$ z?Xbt>%m^noGY>XS3R^SgY1-4HclN&8%X=Fg(b30GQ^juFrhVv_qPN~_k@6MCELEJ6 z;%q-t8z?ORh(lRtn34sYxKZi`fpj5MrJ470F^XqE8Jn5ApR$9ld4D;AuajaClmiU6 ztaihYB$S_5pzlvJZ@)#AE;q+^NG zqMAZKpNnP#6`6inpog7)`|P3Up-P3T>b$baAtG0uGuq``8{@a}W*Yp8i*m6iW7{tn zC6dN^y8TDY#)H-AaQ`+8qm*vl>8S*fWaeV5|4o})DNaFTwc*}sK)#{IW?u|2)(0?F zQ{vwK$_c9FgnYd@|5GkIANc79;y&uL0kr|^mwH||2dz$r;w+vlb&!f(;4`}8AwdQD zK>7DwIXF6<4Ip=@PBGWyeFAdRq@pO4qO6XVZf=@CJ5xqx4#JVFipZF+M1_a*MoMDv zWxC40b@7RzO4!!GEUl3++<@xgtQh$xNND`SOj(_Tig#MkRSQo}T(LNymz9`2aqdEe zChBJL>b4xXz2$_hy}sgyeE#19S$^>p%Ykle>jkRhT9d9BiRkEx+JjuYa8BQT`a(Nz zZ(G!_lXKF|W8wWFls{cmle`A^xUj@fV>i*3DXW|1Q&}b9K4Gf~wO7;l%#LS?Bn4lH z!J|g{G3V?wW}`z5<;2|Pr%=PN)uO9$h_YO~zoo$8%bH9GY|EtmaF4kh&Aq~GpoBVD zVr0qytM=hl^O6)ZQO;;WE|q>BZ(eLE2cIac4{}9ie>1p~=A zr~Swl$^2kT{tlaJuDCY$RR2{4^guCI>;e~RZwKK0kdRo zJQ31yL_-M!$aZd9v0vOy8GMvY0s_;<=|wCd5^!PWHBK2+Y@`nI^}{J9O31ArdE49l z&ceK7!tt9v3T44U<^PQt#LCuya2SBVm7N5{M;|`Z$4YWg*SgI$)>i9^1!Fqd?B#wi zS9S`rsykO$PgfIG5sjeCBKrGmk*5p2yvV|8(VPf!%d+mAX}hYs)G8$Tg9fiOS&u$; zG3YNz4F${-8`8$GdnFLf#qpZ_>5(1-9Hw-77^;a9UZ6%?8LYyxim}Z9t?X+_M1tv3 zrbG`0Jzu1tIUA@0mm!<`tyWj7E^`(0M=x^`z>DxM6ETl0@JSPm^u|pg zu)8^5b^47{4R=$cE|`=JUP1NI+6-V1acBQLs;V@ydex=2QaVx#lHO(}FpHm1wX;(S_=pvXy7Exy6!%k>9V zhn{ThrM5;*B>AK&Sg%i=gn_aOHXL2li6u~n7GwPdJ58w zL;$6%>`)8n5w0vWTta_36X~NRie2hXDF%+D>I(9Dk;rEK*U^4#${PHTD0)dpNeomK z0DZT+g@0;j)kv?bTZy=&hT;K(dg^+|rt7k!Ceo_<2`nyWD-1r&FsGl68rKEWs9%m? zfVR=q`r&faY$S!?HKzrmuiMdwicpJJ8XHomR>jhCpmtv4;J*_1+EJ)5pZBw8`R3eg zI?)KFH=cc&{3KmfcOPAa8uiDWTDRkesbM7Lw?mvnml`!r?O8x_*+6!DwdPb)_=V>1 z6FLL*aU9>{UF$1nt!-`nny~OJ&(BP-k|V9lQx-3}mcuv-iw3ndfBNFdlg3 z39s8(q1Bdss*Q388aOk&!r4BFmPqt^N(A|%+@IMJ2k1;AiRloBQ+u$0G47dZpDAQzkCYh6o)XG^23OY1<0pb6b; z@ezp^jamFch~#=FsaT~-1J)W}>)aVJ`Py1!UW$MhQwL=_CMLA`9DK3s&lV` zORn5dxhe;_a6^fT;vfY?K=8T0uix)^{)dZ;`#R6#c)y=(5|8fRIynpvzM6COH+UaH zbV?5ezuyzXugz%sAkRV@y8JI&@#y3~t>KU_ePVfd%XtMGNZ$<+y`3Fz@@vAYL(h>H zWf4HsdM9&sKlM$9sP!t0py<-2>Dxyu&tST{4^Z#V233d%u1%CrD0p3{j~3+B0x`yq z!jiG8@ABih^fX5L&|B11z27D4EWn8j_=q1r;&B|EsGW+$L#BLxhQyQth>|VoqaK`+Jg(O@;$HW zdc_#8b~dwo@U%utz3Yt@*S&LP_rEiLmL8AAlvE0Xj`O#Q;#h^D-_hmiPM|$|QKa|3 z#P4R-wDUt3NcMyCB+vd7tF ztK)&bdCZW#6v-2(KyTTT$Cf3(Ygo>!#!*h#IjYaC+!>CnUV|LJO}uJ9PgJKsea?zN z|LZSmeLzOJ4l8sh$Ul}%JCX-_oABg_lcmI+Hzih`+&5-%F)Mo%6V4u#Pc@P2_;~W2 z<*~zYCMRunILjYSdiMl$;RNjbe(k~%aaX7Aj|n^9W7F!^NX!@{6WdIp1mRIDF$zDo zcSuV@R~jFNz16;z9wPbaz|CZLwx7f6*=*+EuXK;`dX383&6TxI_@Cz}akGl*tHcrx z`C7LwxM4oDcG9Hr-@5(#S7G=}8M2INnD~|fW~m+l z1>;|$H23j;L@hTk<%U{>r;e%{eJoNdXe?=^YV&YK%PQKgIVVfTgIohL&y5oKBO`=_ z#|rP)zchZdw;sROJsP@MK3g>CXb36dXV=%3fto%Fp+jh0cac$%ZM^3Dn(7D#(bU5{ z`%7u?41nL z?9S{WJKTMHt95+QFoFLRUp_ifkUz`NU*sa}&rm|&mq@?tdQ2H9)ci_mb3{vsnDcCx zTi;SlESfw$c)=36`yMzIAzRf3gwZ$0ms=&yLtC{J52Tb0+6pdJ)rJ-AzT(7`veQhF z{$t=dUoab>srCCkT~Xif=9o3+bW2b$Q`+U|N6A|bv^pM@Ld8JKH}G0M`9}kzE4oj zw~#4&K3ej0uR2lxyaBVi4%~-6dr7>+k&wMQ+)B0Ky*g2?-Hj?P=r*Q;57X5W(o_)np|#RC2=J58?stx#tiPjgtYtl-tK6yN^E zif3MQrL&rk!{;sXY0~2Ldc?qpX@|InS@+4hO_HsBN_wf9XKmk&g=Ospzh;I@WkUoI zH56z!yB>t7VcUY>St5s|voMU0?jX(7UoB z;0=Oc@{=_6{*J1$##p+&7PDF^G_xRd;+T@-$T4Aw=Nk?r`yz;^m9&Vvh|ll%>%|gF}W))GY^QKs_Rqd z;yF{54Uu;tW~#kn-RUmB(5A%=V0cE#u4TG%JjbFC;b@jEPS;*;Fx_=N(2b2YOb5G9 z`DYt74=LUCuamAlCr6Gbv6GA5_8QpRidA@{#e9>6-~6X6=cQ~m5#hjySVC_kw5oP? zMI4X=&TJj%aC2LoVq9Z#y!wLv)fd%7Jo)!x!i%qwU=o$JF7`dla)uR=j{L75s?KjF zbesIPTr_Y3TlQE3Chs`Nx$v?0J%AJtCHY-exsm<)e@w>d|7si!!$w96F;641?3oY7 zB<;h6IXZL~m-MEf(w1}ZlCA^qzvMVj=-0wR*nD&c^=Bc~e16SqaI8?Kxnao8$c;5v zSlOg0!u|>h8`kZZZJDQEvlXwUTInEgbJeo3!|;Ulkax`89SWLQJsnQgY_;sC2KL}R z58VlWV&CWN->q|1A9Mugx@KcBowF+4b({b41b_qjLq+t=L-EzQFy5$p4`DRai&c0yB(7yWRGaBMJNhaWW= z_R^N>5S^$oJlJ@C3-niyay12ca2BSPydK{7&ln0~jY8a;wr-|~gauu~tL$R@DK!M7 z&Bek3E5NdDcA1P*y*geq`$;d&djnGtUJJ0wM;S*K5mP%-Sa)j36D!V={`^U3ZHg*( zF0V^8KD(;YJdwXeC=;swn>Uk8V_Lr_PG-HvwEMLtBeNG3)D}0By5Q@VTSX4M4J)2G zZPk3^?HcBrA90J(KZ0f%ONxp(cp!=^1gw#6b$zZKh$Kgdc)y$a+V*L^Z8oY_^BfNx z$xeMuV%p2QBTz-X5A?^VP;>psKl)-UUwKB4oV^H@2)cfh)0YVp_ouUy7HcG6oJ-6}g*mC4cl1bWfcS>v@ zEod7#_sUl!#@iD0WR%Vkqu=U%G%~!)7#g-GYAaeyup>@Kd55{~xn1+=krJlqJBGTw z#kdn^Kdy+1IaV`8_LhLk6X38uP2=w_E)s~7OHh_u%W|JdRvTgTM?yfe1L5wRe`+C) zJt~kGx&ZBt6W-bah{Kk!$BRpr4m+}s{)y2oeD^qwb@Uc=LrkFUy(L?VmCA_B7o^C{ z8|@S4PZm64`9A#0nyh`q?~y6)E_z4wT8{j(W~A}Q3tJRBv)$ZiMv`5B1XXGL$0XpM zB}z-yz>zKTm@2vs3)?yG28^+gaLcVI>yh;Be8P!aMCLGuc^WUdjj{O%jJbq}acnYC zdEh_rH*U-o9eD0FHMVzSFgK_^K5iLP7mTWwC1qPOt2?#wp!523JZs${tXk*3 z_}fU!xV`0ei5gf3PJsWH0AEI0gIbPFLDTw5pR>O$S~KRKry`2wA3_YR$u$m_K&7Cy zrW1!p8a3{0YFjf(T!Ga8@0i6@6y-z#c49#odYC1Cg!nVn^y(fZ;=XHcK7e8Hhp;f7 zEhg6__7~tziP=z}{y4f5bH%O2`aC*Jeja>lmUZ_Mb(eJxAYdK5+q#uOAzj0E#+NH5 z@RQxl-&*(mEcw-4n+kqYu>n8NA1+TNY$mSdC=b{M#4qL3tr@guP9%%N^eOXM1)C`= zwow8dCPzK`_+J?$XbWKApnssT_)YpVb6G7XFWyV#^3B$ZFdZ3=SGiDImKXcw?2I|I zV#BRWMm^kPFC)gG0-D#7c2Y(TF4dmxweR6drE?DXBm{slOIFH`L6!HDcFg+cPfzWC z=+G)(4W$gx>!0ya$M1mBHA&3{Op9DB6S(I+xF7j{oQfM&2JnzHndA}~1^(90R5HAl0NUK9$Vwxj(YU_6tKk|Y*Jr~Bu%7Sv4d$c>RBj2-tSeEUVm zC(t!NuW@q{Oqb+WO->#6#qCa*_j|g3>sCd2La`$7;?+y}`iqL(A6B|H&8RDCi7Cy; z3kx)5t>59)2jE^dxF5ec>ap^1*!YXFKL6!%dlH(|l=>BIFD%t`9Yy2+HLP*s)*;|& zlgKA*z00PVdtu4;NgL++`gv6PNn+zTH+YzCG8O3nFrwYK9~2iN4|h~uYC4sQRxC?a zkNso=BdWl#6~m${g%iE<^z|DZt6$bzt&vlwTA9hl8rOX1Dxf`E8h#e>?TPw^0cwN3 zm9%zq$7Vg2*mudz41s;hn66b1+~r~qN+xL`2)HC{z?MTwaa)})CCg(0UFYVG??3=o3jcWi0T69>U@*+59EP;$9D{f1e)0Sm#q;R}gNWFC+TORY-TTNqpdas$*C7 zTXlZejUJ@nYEPq-uMb$+g-Yr&k8G850jbZa?Zjm%58|!n6*eLNkD}@T#8JDYFTd$L ze)&z%xkKrSd&xF$Jii1R+TX|K)3fyj=Jae+$K!RS6+ZW$o$ox}NIiaeAT>?lK+x|? zzmC5NYMeXJ_Jx{4>VkynlT3)L)>uM1>nb@*(`Yxc)S#&E4-^#LwXrgKGN@QjcML7t z!1`WRBHw97ty~p1u2_6Ccr=N=GS8))q-~BPe{z!?wHJNv)xyYe!wATk@nzJfLq$Ws zC>FgN)DrLXt43gt#<4t3XPw1_%vkV}b4gE*XOc+;&f`mO#zg39lXvHh^{|wx+q@BJ z*@Md)XNiYAuV+97#jvd&sWQ^fN@@~D34E^UPAyHt=Uk=oXWxe(HV3lp;ErkU^mR;7 zyot3=Npy6h$8o=o#`v-|7^{n&uv@efs4^0JoA=Z=8^-9VU zPZtki?hWOgcgdfkR5ez;RN5W7JVm@>N7KylfNb};IbMI(!Bj6M#Ee#>su>yA=c5LhC?%zJV#264wlGc?XsjU?T3C_N41pc(hTKkY*loZ3?4a)i%n2pt6 ziD?{vqUg`nyl5BLU$(|F?7028KeA*=ug^~AcG1drOq_vPZ8UVa7+Q~D(y)qq}9A@)C6`*I$^WdkYZ$DETIM(D&fS^ zrVea4CerfCjTBGy0j>K(enjq#9B)lCqeE^Z-Wg-XQ3sTn_3fc&ef+nsypwzocU&f} z?+b$mISDljU$GL35|$vPQQmJ)_UetDD^C4GA30IH_)BWs)zE6n)y|1qw{OU?Rbu)6 z-4@jCPamr)gF?;uPR=7QMTrOVfvZFc@vM-*Vde# zAkj7?v2@55y0=9FF+|Pq=PWV6kZ%nEiS|8z(`QCLO0bNEZk|~i{rFdkJhjss@@ped zT4HBT;^i|dphNaDy#e#0F)1>)MS`Ob`4%noiqO7%hGG}4x-tFoXB{C`sLpmd)@(WC z_!Fb233c1ifc_YmTB#8?gq&(4a)B@?fH20bRGu~&#*5nGy8 z7U;B($yPCwg0gqef01vwhiFfQWiz4YRzjUb2su+~p830jwyMfQ_nKD=k0yC6IZiS3DL&VF%WCI=+VB9Qh|&1Wc@xaT zVr4mG$o-{Td&)jo6KhmEi=J5%t>yt%cgVtLHOqGKIJK`P5tf?q(RT|4UysxZ_czMIA1IoScHd1|n3%`~tA!Uc!PSD> z@$g;klZ%U=!64YEq}BY1kz6b;qS$WaHkFsPB(1_&RPQsFnN7BdB#1zdC+;TvMPD-M7(fXIUXJXEI&0dfLy$6piMp= z5k8(9O8UX9spdXuLt~s_O4(YyRep{DP1NjiA93}fzTfP-W6K``3~HKVvuBXF6Jx}e zZ%TnjxF_xobToBlQq$oqE-Mj(|MGES?ij-7&7H~mL%qVa_%}miQr?nBsDW?TTjf|c zvUV?WG%m8W+n74P)}oaTCzf_cxxw9yhP^vWo_AX?PNWML52T9>!b?2m&_*!cWj`yR3eaWc|>D zi3`0CR)TA+#$cy6Uw4}dZ_?3Ps#xEJ>qCACB4{lx$6F&$QDeNwvm_k>T`Zlo`gzH0<)IEP z++DWFn@o3iu9b{QB(c;4BNKdNMi&}#ek5gpL$hG0*nl;nhj_5;`@t$=OMdtADM^d7p(=at{!+>&UZQ$ulSgW;NY(c0k`qoSn+(luW z2F&u>O`KpqS6D6h*oB7w@WYwr!O@(XMH=QS;zj$ZEH#cRqe|x&uO|qJ6Wv%V+0w$% zuX9XDr93t*0=HVmtkF^Cm(xCh1wmg(n{}))kSQ+~t%yVA#*@$^-9TW zs8c4l#Br#_?KsxMN2Er5rwBqWNpg`@AKUAUiw0P{lpthY2hLRNTu zjWRg>2VuV}1GltoZjX%@a5c264d*@L-*^Ao6zcLdx~ch5QyBECdF54SBX!31cF~v9 z9fWnnOZ4N5~Za=V3AoeuheqPx_&{q(&F=!WALgzpN5sMn(LgDfs%^69Bg z;e(ej;ql|BPYrn7Z+PG0Bo(n$xS#tAat)AfIt((`?se8Z>HoE$A%}o_dzd=FiLK5M zH#>dZ;X%N>k~5hd;B~*y9gi5uwoV#I#FQBbtR`y1a{?%4pT>-ui|?ElLB7rhJcpYb|3*4~|RwQwwS-%)vyeInNN%yQ%Bo65l-t z2z>b-9|E8^aRJzKpT_DVPNFpi6Bper=-HJ(*n@ao#@Hxy=ln>Lm;l9jgm69jC$?1K z0f?ym$AlB^-S!A}fA42(){aED@)Xq_$KA~qUisRXq3i^5l!&D+D1J_vkxW!h0B7th zc99c30YE#`@)A9s2c2Z`5|b{JoyLxoU8B^ClI&)u2$bAshZB-R%<@OV;4l4?nWmm2 zPZPGX9|`6Gd$SFJep-z+L)Q?aZ%;t^-Tn&RaU@KgEt^M;J@kNrE^W}>)gY_$hWbjJ zA%c%J+K_bL2%$Tcx}l8CSuv`L zMJta`d)v`1!yE^dB=0|H(GPQ=!+eI+xQi64@ZP zXGIW9gI>FINl1S_6z228_;E3H(<#Q|QtP81b_c6vI}dYf=;u2*pu-$tz>lci zWD{%al@K6D;v4>BBbiKp_R=GgE^pwB(;F3l5&JR@TyLhTXe6_p) z-f=0$*`{?UF=K1|_4>yISi{k2WaLG*k(sZT$Awtx{e7#O%|};4mX9#%{cJERNwvBQ z*`e}OakYdDlA6504W9r2p=Cjd#&~`LiX*T+N(Mw3!kg{FeKx?qK7KMmsOg4&^!q1G zUJ!%D${xWWUrHxD6njksAS@*sGhJ`xsTymuj)bNE^q5v`S73tL&b=*VQBTB&UeM6my>-!k27+X%zaix044Ikd-ABY?{k)YS0LQ>$t=_Mp1`h~OnJRUU5x;W zY1fc@dIqo25%!;+MpNgIi(5`4=BmZxQJ`HLBqwl^9h)+n1CMKvx%`(wp*sqd{TNRt-Z@kMC>J3e~kb#NloEm4+srR9TSMHAL zl=?4SOLS^?vg*LF%z~;7Wa6;J@;jh}Ugtev7&R++ogoZOXK(jaTe^mg?8Z$2Dq2F5 zr)aB~zIAeHvv_0WMI&e>sZnw%tyNGkfg1P;?(oO-@TvF)Py#QqRs1DMEGOm?1oVRE z^S~egVo}PsD2+Bf(QKu4tLq(|rpH~Ol@e*CS^ItgjCg7Hv(TFyDuv3$DJV~Dr^uqDX^Q;3Dz5daUq(2&8Z8Z>A#i@P9&R}O`>%B>$ahb)2YreJH zH;-13U_-kD;?Bv*<3IWm++EUH1V8KW=tk%1!P>2GKgN(Yr02}|T2Nr=N=?#;o7ZGc zS#*yfnp}8s)|~bplv(to*Tc0NV~e<1fU*pt`Z1MK3@S|{s#aSao~3_lDl-G2po==r z6uTtydTDne@4azDT~PDoKSV{uX^9Gzj$0V%TaEoQwZVSbYDTk$WlYV__{- z8m5S^H=`PTNk#*MdNea65_!Bd>;?bkX(8@9C9rVt)xe0t!ffVrOQkXTz!_$#*rJp6 zEp)xa5U>gw+La-B_e(b5Xh3XZ$hQ*^;_C~^kD^66t1x|^qqK6qYqa6HPiZUnhk7;$ z+7F;#O`jISUp<07S?72%0j7V#=Knl+w%hpYRgZWUxdKTF^(@$ zj%n&2AGq~duYa3zfceI3+Pn0m;oe8;3~68RV}M6tqIcvL(Q@P5(T@bE9>pcqLTk`i zbakysYxwxYD0vryBkcDGOJoQxT7s_bp2yc;2V#v#J5IOMJV>qyd%xv#aL~wt7=2(j zP5(r;3BwV~s8Rn20iveCSW`rWycp_;>i$wSv=#> zkyuztzg!VXz6wq4= z&OcFvIoXNu?8q=m5J6P(9Xz^5fi+{0Vm{7tsL(U934Q7!bPL=WCFm@EDyFxt?Y;V> zm~@M#2aV)_k~mi_k0$E>x)}N6`ldQRL)8!03KP-yNK?*u+$;>czjaEF9P)fEOMw>a zdEdZ29GZ)Ad-+Tco4=T3M@LZ}SSPYzeu?1AJKfXUQvnvK+vjQ}@TmeHs~KQR^T)vK zKdcPUF6d!8bkgr%CxGG{{|C*VvfNntkjj#1_uBTC-glTocBe}IeHCcUSBulNVk-kU zfw-Y9_+i1saD$QQ@cuZTrf1nW-GedjwLSn8m7j+J?{BKe-r2nMJjYc~bZE=7N`s-e zHt7gp{AFBK+SpsK4>ON{D7AaP)_Vi|xIY*o98Tq`7BxNjo#ckix9+3sz4W_w2|61$ zM4w3&;y!T#fuR@moHeT3HD~Vm&;_4MD0&G9InK;UZ4!4h3ULh~kYgNIb!1HF?~AEC zK6oeaCK@?COB}yDQvB>s(1}sQ!=x961HFe(J|9u!=WJLmfBoK%Mqvq~NoQu$6CZ07 zmz||N%si4`2kTHgO#cxvyr`K!X2$yrh8$6I-Rv4FdXq{If3dFJk1iZwm823Z@|iiW zv3<|kr|v$)Mcv@+&@=jVzE4|@Zux=X{%NBxKHE-lc-;H_>TY;Z$E@VX<6#V-lq%6%}O z$BrN5GHqKRbqP^hLHBB_x%c+LLd}8cuDKel5?n&scVyi}FAr=MH1#flo8co*hfyzq z2Tj|KVvj1x1Ln>=*|SG^TGO$;FO4N@jsp2b@OI}e%hjZ7s+RLdUl#kx(GMqx8ZQwN zN5eqQQ1x&Cg>iTIULwOpCy&}`%ieQ$0%hVOa7ZX-y?7m~+8-HKCJNI`zIQRmbA9)+ zD$Q&_bK z$tP3y!wA7QQ0FvpM`p!k>M-gn@#-t5FzJvlHf$i|*#$X55#K67)t9K56$qx}seasx z*@Kd7-fa%olPBG7QD8hBtMwlI(v|DGz%yI;bGIG&;5x$mgb?%=d*yol-UWgU?}@SF zmErVj9kSEekU~@38?>XXxuj!vN|CFr+`^NLvOvH{#$mm|3iPHY8%qg3E}OG2_qC%w zd96M+CUvJpHu9sqQDQJzF__QwVjsu?Gff32XrxV+%|+oGI`qJDti5qER&2?*urNfA zY@EY=Q_7&_M&A2;nfqqzcr2~ao9YbNqrz$$T%BxmS)5#sf`rb`4_-`0H@m?M`dPBZ z>vSt1xDh_|*E*T^I0Fc8QGfM!$(r?v%W;C2jTOi5wyrxc^^=>n!Ej=$qSQa5z@Pxs z&U^O}vG<*$ZI{5sc38gMqBwv0Qh1Z%X_C#bzB90*HQR~NC;?wCwS5Du;Q-ZNKY%0# z2KG5BBs)3oemT~T_Lilkc}F>7O?ZEkw<_J%s0%6MOF+29P7TE?ssPz+_nni`BPy%qk<+9gb(^@p&5u{zIBo(?aV7TN5OcV^uehM}2!&STt%32$% zY+^px6h0`Tne#nXm(s%4OJ!qbQ&0oLVBS64X0@X!rD%g&LJ-VSg=@My^OxMbEhlYd zjQfb<13WR_{G&Bf_0}iGP}wWG>T_#WyanYh9^w*DmE08XnsW4|z_UYG!FJX{9VqLg z-lH;yM*K=O6R2-feij}7g|`u&eqCwzu8X_Y%N>B0&|1aY&2?RK>BXp0#T@|GWq=-AtuYttRV3PXec0 zs$E5J*;I5HQ9Sbj>hGv}ebt}+&p6lkotaj$UBUuh2(kavN`Hs@j7af6`7>LLB=cq^&zSi4Dp-0&w_qk zV_4f=P!!e2^1;$CKplzeEOsDfA>dIFen&A#{GDSad)s&Xy_eGM0^dybn-i)s*NKv+ zNsoWQKZavhkkG4c-UGAJazyD*nvQbxS@l`5X|#Sjd}a4*o#)Y5X=?@2nGSJE3n+@f zymJzNm3P>M=U=kozBYJr;U`k4R@~J3sVU_(p)HcZsS#r{z{2hL@D>-| z$~9rcPuu1?(g?D4Q;A(zf`3s4*H9x5{ zYBaYyD-nd%Sz0gDD}sIc<<==}A*;3VEo%1Z;IlvTO2b!{46&z{&h1p$U{y9j4sm07 zK_t|nFyiVL!r(czGnJ@6&$F#NL;T1ji(r*z^h&R7;>ajTw{vgnFC*av7Rc~M)#GGk zZVK_<&&#yxF%89>vjkqJa#;4caX-)_xP#94u5)#gU-#fh-4MT6A#akcR3TgIza$ni z9uSxm$y~$&16u)pyCR{kaowcD^^Un-6>5>yd3o8BE6J>H@issYhd6a;c3Pb~v+-w- zNfKtHsq(USpIP1Appl>?h}YFUy?P!8l`Ur~3aZd0Pd*eT$<}>{hAPpz^0COmY}m6s z|9Lb_{8GjUq9=iVdWHAI^)oA@1XRq0d~I5{a*|Lxx3M!TOBfYYIVWy*^YBAX>y^%U zZ6`U-4opkkbt`|r@x9xR5M7g8n93XQy8VlrUHcdR8$aU`rU!o06HWL6#^=KpPf>Q9 znybrQjm;+v9#T^NawfYmYsMLmri@0y%iCIAy^ZTi=`KEq-%lTWMMWXEffd~8J)H)9q zfpDYf@~Rf8yX9obJnX)-qRX9aC+gKN2#;TUyIAdZZK!Pms8A#sK`x*kA7xhkSGU4V z#NW{D56bNatMVTA6Cz@(sz?A_Na)QUy|d}-BPu1m>ss!7zh2|XS|K+yr=^5(CMo+l zO^`yger5~E_!B?-27z>Uv!*jW+2Ag$@9x>YM+er+;R9_Z7H$Qrx&@LyI&28`3{j<_^?sX?jg*=ED)qShVPh|ckLJb3q4j4vH z(SUVsH($lJEz0#Z3fJrtvbTS)^6b$l7FjdLr)N)o3Ju7Fk;p`WEqxpGQ5UtuVHvbuvvB$z_#2>8K%+5*E5d>Gjo+$j;mu~9CyjH&zUNV@Z z19aKx&+RKWdp7Kz9`HXGG?kSGbi1i}(ZPn9<=vRM0npca`#%$2E1+AejW(>6@CCY= zp-3lPNSxRheY`zP;dCX_n}NjJfvC&@JcbOH^yYs*oQ{gQx@ca~(5DGfEQo)lBji-~ z2R93tr9lhZDvP|t7F}{532cSi$R$={T_HEV@;nZFrmkq+QvFh}U^_8T9(g-c$hXf# zPNtI^PuqjcGXm85KAFfQ#6IdkW9LNMe7zM1hW-{B2$mjZ3Rr0dBM8IZ=%)#i?Yv!a z1dQEaB*sPMBZl2?s7_9&Rp|oJxWq03q2I5iQB5di0}hHR542A~?Ky(0Gha7MKs^1S zo6z#)pR*jjc>JR0dj73dla73Vb8fAg0tDey5efkLq8M9biZmtN6+O?Cw80*_rzQvf zJ>*9{H%RZbz`9t?Z$_kuC<8R~IN6U{%bK6yMo*?QS@UkH7IQUkyF?31RcLPmiuKE) zW?Lb+lp1rILQz}f$94TrRVaq-vj&KLDd=;O_D05N(_fRnch~#bYvIX$$@trz%{?ql|!GoytwVJ=P5@4 z&UUKsdi^`{>|Gx@L3|nSYteGou<0&yhHAU$zw=D>^%vWQQPttQd~p)}Q0z3zV!2F> z`!kXJ!MU~Q63FEpkiP?Bp`T7-T;A1}3=CgSlAMk;c16k-(wtz=1|)&ecp=k?lkjfq z60AKMOg6R5rteJwZ&lkuKb$}jru$Pq#jr^W{MhGfyT4-sO2J`Q6yddmNDGSMfy-{p zpln$SN;-ILUb@?yFM61Qt|HSKmt1Cf&;h}T1Iq@6k-k>X5HJhf?3fez&mG@|niEQ)C~j2H9~arDu?%E_ zBUO1tAL|U}7*hg;D!AwesJY%@_*)delnzI^>~~wT(*Tc{^%fCH=f?Fuk<7p(WmYWz zM{IA+k3eYUdLyn<|4ZGDt)U{vFsByWg20R|aHzolrZ?V6ArnXF=ql<+j2I5N1?0I{ zrH;gIsZr8#@fB9#Hioi|x1D5SQLrVZ5&Rov_DAGq@=@1qPeZbY7{bHok2y!YbNI|h zT=Q&>bwN>}8^$tZfXc+oqLe zPMjF)gKMn5IDa~bADcVv@oAO3gPo6f8PrM^+FMd5l>cqkLVlype(ZDD!NyCAA+8?E1;d;e;cgDupiNle{#+op6Nhxd zMfN%=rrc>*fdr0%TJ?uwaJv_G_)ZD+y-1IClRU-sd%8a+QWWpZw>kRH`#CPc<-n`K z&jqC4yGgxm`b%_qCG3`uQ>@>+cqtE~ofvWF`WH$Jy|i4=T%5V0kK)74Yllfv{??4V z^Tk}t+?9^Qi_WKJVqMSkuT`W*SAweX%Fn!j7#|gPo>6@HhbUC-EcV7>VKL%TYwe!K zm59S5{on#0)_IDi)sQaa&SuVeGT!sY=3{E2*}%t`OSu1X({0Z)^1^@sdMySrtg?-Y7Ou=E2IOw#j-T9TLcC~%S ze<|*y?#O*x=mANHf$S9O4D+q#5hb01n=Gxt2KCs83zr~1CHx8?PaPYGxCHg6Fc%%2 zA=I2JAXZ8vn7hUt7YkE3rOfB4gnGR@xZqtST^LO)$r|e!c}c@e!S?p0E&iz)lbMg5 zW}jNH*L-xJElC1Q=a^!yk^Gj=>1pmSn@M8##YwKF4V!*N9#!_Rolv5-iiJY*NQTMb z$;rjKa>D55{s9BEcHtLS8;iQ+jCivnoqO^~<2FmSa>y3_=_clj`ADSv;?Utd=*%Kl zO`b#6&%?%CV7H;=7e}G2N28=2HbdJ1Pi_ZV&DmDHuS#5j2|b$Ac66N%6c^7Ndm}QW z)Vx%*@qTVQL}SS#gy-9Z!SB`#j{8EoiiZJVtfRkFG-=dD4E z#x!{Z(Sud#+JdubO1a36XDX1e3Eak3dBJLwO%BKnaNdG6j;v2f^~#>#(zp)PB$+_~ z9Y|?*HL+9sn)j>gIF<)DEkPv83P*(WM9;OiV7wLKxRXk(m_lDh`PH6=U!9W>E4Fw7 zxCK0C^6z;D3aS&}bGm(rtL%rZf5@?rTYWMw{&}O-|0+(rKV5xI>WC=IcirgbrVn_I z*L?q~#iM@<_w@vgO>>ekP_aCmSf)6b!sr_64bfv!jRUrfoHs-ED<+6Sm1{`jr&gN% zuw`q$WIZS@(it0lG8wJM`FFjCpz;ZkoPZ#`Dj{Ch6B;SIYz_LYw_SyWUbWD5X?@?t zevzifsk_GWs4$H^#8RuW=Z)vWr2Vj2-1Z?J#&3P(afVU+X6I!=7=jlHFj+>k4i>#+VpvyK)zrEz#FLM=d|CzhlvWD$PxtzUoh3NCdd#Rs6 zna5%wzin0x?4vMY*fWmWd-)d@;}9XZ&y~DiPAl!K4=MdwYR8m?zJJ{de5%py7R8TN2*oAYy%LGzG@J_&H&hO zM?{J>L%KVso&s;wf2;lO40P?ZSbvfFnxI~bV{wrR$|@u!cApJX?}O87dfM8xP=43m z^B+_*q)zeAwh}bbPDrqT*{LjaN^XVHaX=HiHOlUz{PI71te+}#5?9l|D z>GMX}*2^Zn5dJ+%dn4^rxuYm)JZ7&sCCm-|j4Vj6x_!YsAgSu%`I^WPC20l+67zI! z>P|4`f^hq+NB#E(=1fZ_J_!?zS#F?>Q>7{}0~y}K(SLRMTcRodRUK&MoAL+ zA@J#Ael*ESB&J#L|;w)eOER2r8`!VA|MJy*wySZ)gX(BaNKiz9dlu#l~7`|8mlaHI9&Q^qIM zJCKBc9xx zYi~P+4g9=1tq+Z5z246;IC4R_zpxnhqSLI|zE!H7_Z4TlJ6mc_>#%zGrq@f(_VY$> z**wKWT&ySp|MS!weRe z))^ByOI;f%k1t;(?rVLM(YYAzdnUntP%*Nwglch*;Tx8TxE7KvB$tvQjLEuA zWv%|VId6^5KhQNx6d2@>%}xv^k;dEgRmrwhZSaPRc5X$9ZRP>0WdHdeBo(q=f^k>p zYD6kGk#xPT**CY1zx}U^zl?BB+%M%DHOwb?v%0u+>QFrFKNucR^Xtrx8H_ol+HE;kv(m#N!et4TAca^M(5RI#xXUR-o# z*)PS~Vp-p#F?svnF7?gkE67PaZ(Va`SZ1-pgJu#E-4N&<_L*J%!78z>kh;UpdCvrhowt@XB-fJ!<)hxi5vrr2InC_%6 zIkO7C>)>zv_5UX12zAp`TdG8$rfY4gNZ|FoJ%QTu+e-c_0>^w z%*uP*8DV`VVfoVry4cAJyUYTcwTj)8@0^H%vjafV>VlIdulE?3c~p_R!`bf&vI7vG z>ap1bkVg!wiz^YamoDtD3rmSd??lpzOPsvcSBk_KE8^e6$tZ4jXfRG}_24rpEYvci zIvBWYw0zr(Osf`yetqjVOs!dQG#!YIq zQsHSRsyOuIS`m|job*jn!U2$z#-gig@9bst5E~dAZ;*MseNG;SBs<~+wgn_`KpH6; zj$4cF^@BwJ%nX7p;}9FTP6UrChhuM4&pdwkoHf|hOYZsI%T&F)o`bzZj0k@YhiJDp z#jUt1f`{Au13UZft8jy!ub$}s3VD!yXHviCD{y;mb+|`eb4SD}kI2IC{!Kk2vBoWg zaNMRD*468G?%qP9COtCr9e@189JtP}K_hV!iJ5DJav_y)gY z*E+G{V1jG!@I^gq@EOZ@A=~@>1h4K*Dm>iEJpl`|W)0t87$Dv+N~)G*pO;{bo%l%b zScp($#njtbmWHCfQ=f}-fIh=4MLN6cofJ7ri7X|0XrR>G(J6wyf_sGK%s=q$95dOV?(HR2>~^;^-ku!6i4jhk-<}{Bkk|uToCT5KEE>HeZ;O)g$0kU!og|QV z{VhcYi$k2~9K%D9b02{qrLWiynI<=!94%pAn~H?s?)~rl<=q%kAJ=nkI&ewZRy{)p zd-SEYJ7;U(S0{;F2SwC=z2HmV&AI{ve z63$eH)FecczT0*pNY>p?laBDU#02)E&M{b;*nNaosBhbwl)vdH+>!zVm#?Z30AD!G z9#sGD!XodBIfNVU8>&;_eqA5FlnuChlv!zr-T(3= zO%C;sSZxXn7wF0*xKi<~AAGP95^$)G^TDoLFHyMHmfU;9N6o{owEEi~N}qmS zu=jyVN4zZp7;r8B~I8GUZg6(UCkHNW^(2+1Ho)e*-@_lf`8rIoQaB*KRpSF6fVQ}`3vFiGb6btiFthjY?&aGC0*;asOz<0Q`Av2RCSZ;SFg=~X(s6`<8z z*T>`^;YHS>Ac}p;0W~DtTXDI}|N1Xc*n6ro zq-088Ni(HS;nheZdWD?5rW;yPp~;+&YHX<^joa{jGu@ESdf9qrq_#ZFwv)|_XmxcX^sskJq4%R>bX<29FK zy$xA%M^ZI;6=Ob=MiCu@Hn=R*U*q{^nLNkkG`NA_JOgx)!Pi|1eJd1=xRVWNTh85E zv%b6wMf11{*3%UmMc#*s5SCKK4nvBVR)qH~57G0XuMA}2#}um-j61qXpR-_J s z62d!5851vUGS(hzeufUV4N}rxx&?OQAH2B=xv~!osk?lTdP5F|M73~am5(9FeP(^3 z)-8f>PG5jumrV~(N9U)?jWmMpK>N?;LZO&b2FBWhLl`;a3^pEVOSFZ(S!v>E|8{7h zzP6HMrX2PNzMMxT*+x0i`1@*zmp)LBma#nYm??XQ#ctNvMAyoBhoggbW_Kn`+v|<{75eBjd(j08{IRM?JSu!Y@}_HW6PQ|I4Crr#%faSJU>Q%m~pFe(^)I z#E_OlX`Yy(nw~{^A?S2bpC7zw`CdmZ!q4XXSW!!za&mylt;ps6Ww{+KkZ>oRY`wRg zk*xR&=km6`k$+0FxZ~XJlB#!GB+2P{NkRiX5o1>K6wf7y9Zrp$1_c=gxcN&RtZYShTThKoHsB_Hw1i&ex z=pMo@-W;tOxvs-Pen8`t?!UA=9=}xZQTbT}iok8BpZ^(pD_z- zN2I&X*r~XeU!es*L#9@a3X|Fiz1_taaP#k$$T$sUfJg-vJsiri}B z`R=;ogut>NIzdiHq8r>{hl3&@- zQ@nkBdFMUz7h#fYu8T>4VA$#H-uoOcxi$e(5*cZ$1LX+chhPr$5UDAZ%FkY(@ccy` zsreYEcXHfq#9BbV*~_|qAS`zfT<@_tq}?nCII$ifCC_syUOwc}YvU_V3ch~_dh+D@ zc|Cc-*(}6mojIV<<$c(MzA3n$PKZt|0Ja!r$v zlR9!RepWrh9JXONHaK@e*WGIZExB?kpXgP>zc&eSkN-oq<~2rd1N zEd$*P!iWRDV2sWMuv18LQu|L=m<;&Vh}C$R+92bAOsM%lEHG^EWVy&Ru_Pg`VPL=t zxc=npvOr;dm>g>`Z$bkWZ2Zxb5o9wg4V=tYCj8VEDJqkh%-fDv9`|;pt57e?n7wZ| z5&mJ4!@d$FWnj?>A;@m_JG0(})8*CUKM=?F{~m?j`bkwX#40K9YDa%~Zm6w4cuAH~ zpx4}tyff9;VlhsQP~g#H;>^@xr$niy;;-b9Lu9Ba`xJW8wN-)};_x?2vSc#4U3V)J zZVa?H~l2hcZ53ai;0hmPN?@Oc&(W_wvx71#4)aXLs|M=d5u$ zDS$*WukVe}zGG}S-sssDU6%y@89uGt>@`?cktCR8<}Cy8y?r+NJe|(--p}zX>4sti zQE3vG6#5#ss=tO~&LH@o<<$?=|KuQ)Vd6i7p7II$r@!9t`@9gO40CMkWrr&ZsuIw^ zFlVNXK0Q1UZhqozmwj5p3Z`1W=a*7Tnp2rh(ZUa6`TAFM0X?rw#%r>JX=E{5)SQ5X ztxS!0foMEO0CHr)#?yYnuKen3|NZ2IP$)qLhe~BMPuZxg@ZQ2!=77eQN0FI=MUJvf2hb234BA`>0>CFbNq{I?iI&Fvuql9dt+?Vid&_0| zN5tFWB$mdO_*h)r(pbq(7ATh#e5BHKbIb!iPgT^qWEI*sLyH7g&7XnJUAaThtu^pi zF;&ss-r_xVKRYb+TaG=I0lA-^{%@ix7DR^bm& z<%48Q335x{ol1%LVb(#k(itm-&g28$7I*yt^KQ$tnlL0ib|2cFUFn<5-#-FjRzoA9 zlx^fX*_EbL3B*^|7{s`SCe%x+yJ&Hn5RQ%k?V3lnO68PbWj`jZO02&EYEH^Ypq zMv}C^``grec21EicKjr(N}!ax=R)6_K_>xMsc;G2%_6h+K+QD!AyUgWB;MpZA*tS= zK&auq$1>qk?ju(D%r-Oo9b(JicXEbD+F1$2?cE&Z9bY&d+jxT0F+Jg@gYDT#UWny7 ziTUrsZD54vcV>3$IMcb@?a;?%qI5459@7AS$2C{JEz~t22FsqZBZZQc>w}I`%65Lt zekhI1y+$q%nv!=r*rOiTaI;JNOT4Z|z=t`(P?xeOFljukXypgWV<3 zyVgcWK4JyC=964l>At7j5*|bCF|BDTo10g`=&am|gPY|p)bYn)YRLSRBAyG~^g(=V z`CAW20sY=~R?#)lud^$ao?s_97Zh+R;mOT9&-t^Na8W`m@Hosd^~?%edl$cV1@veI zb-5^X{?h#UBG!Vg6y*9t9Ow^1=Xz)Ut}SR0Q}==qw$D?9dro}>X5MV&Jd;Mf>*Qxd z_57rScBtm4cCg^TyHIx?V_l1#z<#|Pl99;ZYtX)3$o47Ev#-r=&`s|jff>KXXSX38 z?|6MyS!bW2KQ?2X!H{r0R3|@z-zkVu1Ehdg;(|6HS~vI1Q-f94{bFNDf99z6>;~@O z+!1G|HLIy;g*3jKz=oPmQSF%)F9} z-p8+P`!3@!$~oFiL61`HG5fMrI0rg%2ThxwvB#_}9-UoTEnAEW92cG2Xm+8_hj%o@ zA*%5T*t2`A{RM=!4ZjNh9=*o zNCFL#7S)9}J zwaEhL1q;Dtb?j|*Cs$zMUvgm)W1yRj)j^1YSZU@SILOZr41_CX$?} zh&=OV)k3L-)cO32lLnCl=(F2r(-i!nTi_%Y;$5tM2V=HpCP>kW_`8dr`ieQfXWq6; zRxotD1#zPoSCjgRSSlM5{^D!UNTR5G{|^Ja-OqsVc)ad)5oe7+*h40rH%Z_meN4)c z6>!|+32GXvYWuAUwX|jziey<&u5E`R&b63MA4P#rS_?kg^@;)zLdKpoXT@ABODm`1 zfbEyDmPC=peyhx`&GETz@^4vKk`~R+W;=1b4YYK3Ji0;1*|T0{@H7Z;ftIbcr^gU- zehZ^?2dw6Ya=P$^@}S&RqYqF&*&xfRI`Y3wtJCqDb;mng+j-tI0(2E&$Y;}+eUQ4P z=QG=UKN&Rga@qjqQ|g8zLzQgMDL$JX)mb9!{#Ij;_E9^=L1fk*n@(dEKHRWp;k_aK z^B`jDl>JG9= zsjtZzhFhLRf`8f_rXs>YCVV+mX$%ydPSAT$5 zNoe9ub@=*$f%ib;dDoXJc^dBFqWNQ#Wa4N=XwCB21#`!^7ac7cbyv1SXf>+`M_J!q zL|i!yz9;$~;4$QV_7Zgm@!<7;K2^&AEMh7Fw4%m0Za2Z#oY#B&>|{lTHZu^X!q&-yRruCa@-g8v{i*gQue(hK5gV_PTnB?~C<|`5iGOF>w*+U;3%*@m9XD11tpCRBKGGA& zHcDjG43N~t&*p|c6PxE4{W+4%Uxx#IO-|QtzTVFoBl*ucbNyd(7{TNG>E7_a9q>?U z5Aw))_1Ir;9940bi-~N4-F{zJ@PNMEc4EGu zh;i=$y;Ac}Q>l{?QI#F7$R?iW2Mtl1n~PIz#)kg#ozhl+Z5$*Ornn(t^r1T%Z1C@V zV$-6bH}fEKTroB0{-c1W*gG|+n!p3T#4JW1;QK@JT2^O!$NYwv$|Uqn3*lFEZUq|Y z7khedzUX8{b@bdA)ubQm6>82bC)Z`)w%Xh#+q`t@gXcqA4a(l=b+476ecNTB+g=y8 z`BxpH+-L@1*=>0%2l=&YIb@v}bsZ708qPaJtuomixOEaBP(YLS;zo(F5^LO58!JetzJH ze_aJ{2+vRHnwPmkysqJZ+-N=B&Q1*5tac(=6!0+{3lJiAvCgj+of0FA4*I@{QSJ>k zkUeOuNcC5I?A?4BV!SId^@0R@z~rOBncZJH=Ox$^o+Pr`is#3S)y6U@I&(M%$=HYi zNBdbq0{5MA3JfEh^8nO5?$BJ8vGxm;n%{>Q-YbGP3ltIz@e~IPXX%TcOJG3nWe6Q?@uK0FQ1T6oxsrdmt7mfzYXA1ZvH{a1$v>qE|G|rd2Lrg4ExO~A!4;0XTjKh7mPAh47PfPENIV?4=PmcK!S zn)5Ven`6F+L*AvWp_=orryZHo|03#Vj9N^Z5szdPdE2K)v}%|a?JUxsL;)jmg6#ru zeJ_EsKxxB~w2<{o!`}cg?(KR`2c2I*15=VI-8z<=>#C_y(GKvgkQ|u~^PVgF-ZJI> z0d1QJOC~b0U-l^q)Jm}f>H_t6%$4v#Jy}S0Da?u%`jW!GQ0@!u8sd;c){7pPF~d5| zq@0b7)T#CGROId0H69@!H*3o4KfO?E$@N&EMTmx*hxM?kwWI^>Tyef_#5xel3rS_U z=gu^=R-zM%<1WHe3UF zqRh($jwTx!>8YVzmljr&>8r`htBrJK=?u@~XA?C(C%se5H`U~=4ZdRYy?+Yj^9*9d zN_f^(_bY+#I|3jNd_Q4b>;=r;x3;B;*d33H8DiER<{wFnj9FQ2IE+-V#ahmak83Tv zMJ#JEsSERGAe03Y?(k5yRXgx}aCc&)L4SiK%{SyCTEY+)M{`K3)fbEPelqxn*%CfI zJ95nx;S$qihp^?NyvhDogz9UnJEl2sGbpyF?!>HT&5=)#*hqkPE|tZGTU|tNGbEK? z1OK3NP4D8MO8pTx5*7mjtm)w?SQ+PpfP%Q%{$FP8zRk<4AwPK&pG<-k7PM|z51;qI z1!samnAT^dN&n3@5nS=S6SL79SaJU0Z>sPrJC~aFY>`Tg&nZM_OghFdI$h5d27TJx zIy?hHdE2VT);nPm@kOeJWaaaoKwGl(w4df0ETj!)H7g}vaB{OD=NH9k!cwJJy(7Gd zqv8grP9FMf>L@PTpQxwBla>`dJhUJ%@*!Al9!`We-Lys5ANN6el_AUfLPsu$nZY8W zBV$sr5;uO(S^K0C?#9cmKYIjg8y8v0%MocP@=XrykfCrwYrfj94Rr5(P7*UEixXYz zSaA_ePBwvn_g8A*Qoj(Xu<|`o!lUg#TM@7TX}8eO_j)owi@q_JD9qefNlqT&C293^ z0WYizni9>nm+&97fg9~f6))B!m=~D|dyxLOY(+bAN8T{pV-73anUy?_%o3`t{$?_0q7 z%{1wSq1{ceA^e074|(G`Pw&8p8M&yQ5H``)a_EsK18%@t7>uh^rW=XmWoG zH-hx;<#y1fx~aO}Qn@`=O+BYEFpFRN~0mHvI=*um=Z zx(od{t;Xy3WSRF?QJIRPF5`Mzn;k zUouf%={BD&;@2Gm| z-T3fOuou+q^S9LrIBVYPKBDp?j2LyV2@;8)eOyimp$xaHs~)WIFn{>-YzIs4EbdA3 zDmJ_D8}WZYppRogh6+tzI42`$gekpX zavlWdtg>2B#UrOBL_RV~@A{b5ViEkR8h@lHIi#^`^p|9RyGcP0 zn!tS66fx4zZkwoBlC-B;G?ErLW?_M=`zFDhRxOe zYxH}xMUt0X8P@&$8AS;vcfo-&c!@W0mqI>w)|3BXF}tX#`}9WExrj|Qig{~*Q`Csb z!=JZgG7p~g3e8ky5q(_y|M_Hs=c8&MfhA+ z9DLTJ-Y#||%lFotvHx^w^`AS&;Mbe@9x-2VWxe-C8kYzcpe zGnHs}6KpWCU($QUI_}l{o|OG{PyRN#632YIJD^oj6|GVKs9%GZT*o)eOL0;P{QaY+ z8}R?ED6v?ar$nAc+9Bc?0m%<(XV>)2ew~VFX8{D|Rb4D`*>pXVCq>%u%M2I(%INX> z=R8ml)HA}VO-9#QH}#HoY?p5#J9yH+5&Bxbu}S){p;7-O7QF=Ky)Sb$h+ajWoN|Gd zrAURFr|fLA&Rmu5tJ`@GkO-O#Y-*KuR?ZaEmpBj`Rj!~gNuE4G3<3S~9zwdldrUDC zE(HPQFr=+0G>GLnXn31tYm+TjvH4Db9eVz1Q(--}`N9MK^V2$yM zanQ!n#w#5P2mBQU0o7emQrhm*!8bt04#t`ru_xDL+H$rV8rv&XxL~TUbM=gRbWdo^ zH{_TTx`c1&ylWwnnZAHN_}tpQw(-fL&3pX=8gsjC(c={?g-aDgI)C49a&W)RA2o`r zUT1TzV`@}!rZ1YH-)Z8F^A$B3+NqOsC~E%c`8|!)QG=-2QK04EoKp!Ygs&9SOq^UK^v+j_O1@~HwOy`kdsmLJD zRQ|tsHR?m9wD4;z6XhNjEf|(2kZWraZ=$ZGaVqAVjg=4nX?D}!81*w?(}1!TL+mdJ z(i)u7=NgoOpZUlXi{U#)X>eknFG1d7xNky(>ZhD0P;1Mf(+#l`pbgxz21C{sz3nx5 z*-WMl)!#~KIJ%|YcML(IwLon)p${ZU9H$PO%d=NPypH}6l$=x5<8IrUpwK3 zZ4|^Ix-%pnG#`eG&2c zq`k$4An-Re9HSb!7z~LjC0~Y*=7*+6E%G}pHj)N3_`OUG1~a+GBA+F^I!R(buv5aZ zz5YQAUl((wVX$GdakND*r;+2jZ19M^yh>Q4e9Q*;p z2)9FA>U&coR{rATk$+?;-Eju{!#FCL8eod^YygB)l+H(r4{iv2Ub2jAGvrQS(z zykdY^4rtJRN((+|)6opOs9q=cH!WzlX@WSmcg%XIZfoHanXFz6eV!ZIP?XRh&5VW_797}6W(*aA}Gl&dlW-4HJ6%h-qmu?+qDA*FE#BgT% zlgOXVf%Rc4H8W?exiZdFtuXTI!+iNff{BYT?JY(eQ;>+?ZdhpdtkhgFRMwWftx9y-(PwwS3Fz{9xC>9yZ7<4?@xE*xlwC1@`g&Ud?npvQeq5 z^`{|G5N`d6^8~Na#?RN?vxGV+mg;u1i}vvUFw6=~e8#OdcjRe&{#CKS13BT8899I> zJ*{(9!Ou{2_8k5(A537Xi5(^p`8Ua=E-n%8bcFr|G$X9np1~3fe45n~v&c4UqQ`Af zCPyH8N7$4^_TwWn;%R=w5@d`Wg!vtz&nB0Pw0xj4m42~)98y+D+5T#$YcJqlwOP?V z>?|`0Lv1leOEE+yBq$||SE5uc@=_Zpzi&ti)Tnm6)t+p}a2H&s!d{wE@oj@J=gXK$ z)oS8o1q1lDS>V%yi8W+IyjqsYgU0qw`x^3p-4-A(b_@LLw^R?Z!X_?Gpx8mDxTX7opRG>Naz{E9%K&zsa0PD8OkMGHR^hpj#OY3THd%YFm{@JHAcF4g(oLbCK zns=I{=>(g-Y)m{1q&*!y_Dqg5{R}V4i{}Fqn@+xIcG$}k#PqA&WkR18~X7=F-NOt68(A6PjmjR z;4QMy%3dHcox_IS`)wBRw!i$duD~Db!Za=@HBw|1YTkn`ysZk3>4p0tm-CoOVZxZV z$j9#X>L5%Npeg6HWBNU2@>_oAEnPu&x|pyWR--xRiEtV*crECf<-B}r=8^3}h87@F zC*G{Vn@-%rbl|}bHw_wH!D+Ey@_ls~>@GuDsqj1|L-nU?Efn4RS7PE+`D-_&1Jh9591+mDFQc7j;0?^fg??WljcLW$e< zbVjgB&{z_Pr#52YnY?RkqKXroOSoiJ+Mp+Uemq68%}logfs(M0f?D)ch-)hNE-wA_-+YclZ_>JRxTM*Cut z*{GWx2r-#TF?{fkNugz%imlp@Y9{>jhOuG@9+YpPxuL1Zb}<+b0sID~WYG-2aSEN0 zBdtOSIo~1dJ4L~cUko=M7G&Se;amwLepcb62N-p*@yVo=KSmbNdxO`Ll1Vlvje0tt zUS{G>Z*+xM(5_vMYB!x9%+?I@Ur+OIbPKTiSDs}RG zB_zCibj1ALVxuMxlGv;P8goki|2v=X9H%*r&gde&iUXcS<5g$B{5pHy`lrV(X~Vcz z7p}a?M4tR}?2}8~UE6QvG{?Vh+Rpr{eg68yP5mbY^B@Q{hdTRq>Be(BN!(}@H9?Jf zOi2-31cVgYGgw~^og3`0+8`oo^meN)WR`6MY<-xHjTlE4qm(<-iBy0LKk`}9cU+Y6 z$TGbi{!5(`$I^iN{^xFbZz6i?7BjW{-Dk%4xyF8v7zLvrwUmTE(jsp4t%FY+cdAMAPXRd8;+2)5F~>z2=q_eZ|G?_!ooKYu zqv+O3Kop(Osg{jL-zJq73x4D-Lk&9f(_0&(%@5@K36ufzIxYgo&xAOpgmogx2-fb= z23pJYua^pj&ho!#+-9FGf;@G79{gc+Wc6{H_yTGMQ~-H9{&7&WC*$dR{aj&cNKoVb z+a>Iyq`2h`(~o+sc2hvRV+m7Lj^~x7by8#L1N(mS<%YyaQ`RSJdJ)?QCb-?XeDZ$y z&nIeU0{BNC^M)%j!IXn<%S?=I1&Cq8=K76fzw5-@R3mdx#-rh*`Ym%pA#n50%;~pK2G#lBIOm~!g0~-V(LYLIzjF4 z3kl-J5WN2;VNDuyLgp!S$jclI6-Y5dp8gq$nj(&Wzw&zd$Ht%2#*TezPxb#e8ko-4 z2E3CKzMEEZ9KwIp6ID!&jTszu8sH6ls(aAS4PysBr|`@BDlU#xnBK@SfM0VNceFj02-E7Izy-L_YkBFUDDxF3IrSeSd1YRG_ zPKJfm1$%!Y8@QmA9h8|5%B?ncyZ@1!wpc*E@HO@`aoA6FX|KI3aR1EZTat9IVZdQw z_w>A%H&f*w*UoeH{TcEQug4R0Rxt9%C}mypkup)k{O9_&V9qn%w=1lwE1ckg(7F)TGA3YRrrnlnF4$pT2BSY6|%ba{Q7?z7$-j=4E;d_eOtj zf4hpEALo|T5Wh6Px$#l~>jNd}!QrwdIh#zbVb{XMxyR5c|{hAW-1LbKy>!8&SnR5rHN9JOm61!)ZIC+#EBEk@o8se zF-#{v)feKoiw)W^7CQo`GL)za1(Ay~iJPj?-4*XUx3Z(xDF-wd!yWn9v8bH14Gne< z-5Fq^WQWgpDAbe1$v7A8N`oyFZc0aYiyowz{a%~pYw%CmGcK=>k}hfRrQh9mgG%L* z4I&2xNgDh&OMT=}&@lYNTJ+!ia&IYfd*82B!g>?s>85a_oa!_Ap=Ffcp$SpzE*6&E(ZM#D0zIg>*2AwY_?pNd zce4jcR}G{F$=Yhl`tDzEf1Mt;2&^aFRlzXU`F=wX#Zbe`F!c&VXNlv!x19ebWUNK$ z`>A(rfIn{_tHq3c;IG#Tq1Wov+T~_)vKh45KIsz>>OqX(E~+^cPP|J?)7%ggJ?9Ue zX+?(PbBT^4o=theru+3|LeM7GuUjyr0S#T6>}1l93NjS_iFD+?pHxecU3++r_MbAyWkGitgDg${^i zEzKTgG=eVCmV+!~Sk5+&_>rw>D54V%^ob4NuRACTz;stmCxT9^cT$h--hHdqTgc1(AnD%(VrIj9^j`Yhe8cYU?sIN_QF zF$oK>Honc}VZ`^SLYYPAh40AXikWTGQUXc3 zujO|R-AaPWcpoEB&tp6s8n`Yhr>@=bj-!*0A}W#~Q=|fjEQ&5an33ezh2Xv<6!Nii;s^xmrR@R38&1E1_)? zRIXpA=qTU=J87-q6Z^O1vdq1gjDN2PAxLq8r2S9k!|OKXx3uq~8P5?Ym!E`*eW!`D zuR`DNts-!qtydm9%vg=Vj-8o>Q+~XP+L8Oev=V0SD^&mKyG@$&->&~eSPcSgx5{jI z(Fw1_^6Q^0M|As+7NGR=!9L9iT+wEy&a&KL>VMjwfX}>dg{}2D6?^ z0Mm-wTwx&y5TBC}m%9NO;?!f&o-nQ$9*(^x)I`H%+qF!+m(@@2jVql*ZbX$ZHQ$ZInq-pwZx$YZM}6h-j&)<~3FM0}7o2|gy%VyF zGkLd52)eBj>{`M((`5?pt(w%_YI;A!?Otn^I{|UKN&k|6PeYSFh;5lEORdr z#D)}oezm7++>h$fjMK$&P73Z7&2fE-#Qa&m%m)H%K~w))PNfI8^tyUd**ugHRF#wd z=N-Aya&z$hLTEL8r;mP}d(YC1g^|c!jo0e$s6Ci|Ls`h*KzPq+8ESDD)>y#U z>p(o|JbAR3sj(1U5f=LW2?}tN;HG}v!s#XfhkKWbz6!Kh=&9RMP_eJ04vLcAG1HW< z7uxUPl&Bu*37ty>Up+db7P~TZOAF(sMX$WyCOFi_yWIe#MSUGN4)dBwB%s{dgt1=& zT-v}fbL8wJbb@yqFP3J5Y#*{D$#jv3dtl^KJ|fFSe#((~IqO2*J&ad*3}%w};H#%D zB?FR(ti5E5`IboY(_A07CIteWoz%5>XuG+;=h@p$ z*0^(>ah!)t$yy!iN5XswBZCoPzI^>erh?{twbf;dqYN&mJtywIA%}FskUen$QkP=N zS@Nalxt<`W%vBq5N_q?hd)gwDzK)}Pdu;w6n$A6*$^ZZVZz=MwP?DULcS*{za@?jA z6(uC(R3w$6HFMrZ6bb93DTjrG9OjtwRyj<_az0yGjE&7~Guv$YU7y?c_WREtZsyv} zT-WpUcs}m;d*!@LPv#*L;hTN63Ny;iq%1g~`Xue_9P;2nwAgW5=9rff_X28{pwEWR zOO{^E%y(HJ1X7iRt zsN`#)hhE0!geS-DSMm79^u)sl&!9oYB$O2Si^9ddq;r&{h>65+++622nSI9`D`m2s z%KWxwlr`hohbY7b5O`-RpYb^8cb;-CSk`qXAS2IJp7(y)>}+RX(qqJSL#LLb7L>ao6ag|0p1AvnHrN19Px)1M=rUE-qj zL;@`)@MH6v3u}>M`@<{*e|FpeYHQaiFXlvW1J$wR#o4)ilqbNuGwfulpvaTL9P?{! zd|S=>;Ppgjl<+euIVRZlSD>%w}|v=h3PIF06z_vyDc%f6rn8 z&13$5!kv?A?5{k0o33{2#`ven+*iv=o{J~dwie)TAcR}al5K_2>B;Fo%b~w@k3Z7d zdPxSI5Ye)hn;vw@7NBo*ZZJy9&23)~l^XUC%0^}L>6JZ&Ewn*mbR5XC(L({`fDrp4BIA zCa$GvI<4{tqZ8(4@6?${Zq`E6wl$xN4t4G+=I|m1R}=`_T_cKTEVZt?2GA4H7?O|2ux z-Gs42kR$U)+PxlmGMVolxtM)YW4-CEouqXpAFQ^YS@(T<{ueL%XvV0#=wn+u{|=6B zeS}fjC3~z|%if@OpCWQ>C|}!#c16;bw$2r{X^u9a?Q%sEH~sSfFK)BEdmPGT=BefI zl$$*DRuap(7>3EXqKS;9K#@`3KVqa`UVlF|N3_ZA>H@-pR91R zNH>=F-{#{+u7VqyI7*5!tusZa_+O|87_jtrqY#5o zMdXg}5L(G)oprXg4^6HE?>ZKweR`2~dEUbxYkmcx)->#`J3rt_Cszn&DTB!jcvIL( zm?iV4FYVKlxv&bjbt8wD>?^P{A89ETGm2Vc0K~9AMkxLV6Qi~08fmweZ0yT>(;KZ_ zx_P*Tlc`ZS@jX?QMmdI|5}ORU_`WDZA3E{_xgxv?RsLvcD8yI5kKq=&rSh1s=4`?p zp%UbOo$PSjUTUdxs%U@C9N6k$C)eSV1=>jcC*xFn7QI@Z7VMfT{64&wH=nbY-mKHf z{#&q@?e)GuyA4w?`^YT^J)%#8UP^`gVghEwF9Q(l`u=O3ZdnC+5g$v?Z2}Rp6RLAg z8=No98DSb85%=nkQd4Pv=3xW@HFt7(Y}-Vz(>^hhooVTb0MvpjL1v`BhCZD^%M4sD4kxaUMFV6Nq@ zM=_SDEXzWIgG77IL>yc%ehz$FAgF(2E1KGJL5pkENr{eWc0ly4drJ5{f%rKos90t| zK@m^*O5w{SF%wq@&gJzZv_wJA98gj%?^fT&Oo!QSY(7G>>(9WuxlxARD^Osem#F64 z?5a5$&4DV4YcIn|Zh1QWO3|qX&Z0gyq;{;0EOL(J(>zPDq?@6w_)gKGoJFd-GVw5) zU3+0HY<;neyvVGek>oq;y~#{gNqf5%b$=2`gJpqo7*5uPlMezwpmQ{;2^tKYF6<{o zaoX9Rrw*Y3pf!O&gOV@P@neGW*mKxu^50r;X551N#F&`E=GVP4A5Aw2VzO{I%_Sx)SQG>Yehlm+>j*u2vRZO zgo_q|=S6NofRj&fE%kW!W){H0aO~XAbxZ%_h|#8c60*)6Go4j ztnynYrl{iWZyB=J2{=VRQ z^3Nkk?xJgaPU1;0)yi44rJAH%B9G;BUK_m`+lM8kPjUE{N8o6Iq|F%uT7=2V3#ZBG z4I4@BTC|}BmEFW@6+CnSypkFTYx+vRJbGjR(s4ZWstR3ZIHWC}b!tZ=E+MOSL5ivH zeT=yyO1@v-lK_!vb?%K9#+1dAcKmPkI{_FzBc!P8)4t>bzhg@-OHrBC@dCPfRi#L} z{|`lq^iqdrYWy2-eB=XZrw0I)U0brHK8_c~9R85!Ae+M@&>{o32!7C|xF-+&Zgo}w zq(LN<&iZjht6n+abS#_|@ijVE`Jp6Ny~^l0moJp!Hkif zn$Y^Chupd06XD7|ehu_minq%F&e=lKzd|0o&Sc)DQGTAFgHQfsPxYOk?(Trs4wd&# zpJ2boenK5T5A(DA3k>Bu>icU>aPg);sc+zd&E6B#(2)1SpquYu(g(4*cSnQ$-*YWr z+?L3H;`-U~Kt+V-Los3RKZ#pUAj~hqW>4Fo-pF|+)6cYpZRgG!-x8@Om#b_?#AlHY zA0XLXvZGadbw~G%a&^{1)CaX=p7z0PyQ9_jKk}Cykm#Ke{9S#)Pycr!nRS37jy+G< zlFuw{mejpqqHia~g`F_EHS1_6_*U}*(Y@;(@BIr{t;xsB=1-c(`>8jr|jmM7#Dz(&vA&w2N{?`xCFYJdegN-(3VejPG5u! z>C*1p?hyY>_Y6~v+4{$WeNgcA`uuB^YBct2PV#1o_{s;t{ge`l(N*lvo(AIr(gTl8 z;a;)}!tW!UWFJG?=c280mApqJ-@&GJo@b8fGL-VcMoKWhqg{Ol2A|~1I?5yKv&P0! zxnhF_w%1A)+YPeNd?|1N7UtA;YK&PM$dG*y&>zXn!jJp&)YWSJNF6yOYM_9e1NX&?}IHAP`{WpW^uRy({@Cw`%`Wcq#Z1- zb-Fr9J)_%SHkDpNG}K)u&e-P=c>AHVvtb?0$>~uHi+~Qx-zC)?(1%LM?IeF?br%fV zev$EbH)319f+84pnkNnIKVovwND(FzK#+2jU`g9Wk4tn@VtibEFzMr{SN0nPfgKw0 z7AnBiY|A7W*)LiY*_>V+H=9GG7020hE*apzrZh?A%PMlkBc1|0Fnk)Aeh&-K6-crx z4YF@&&8J7<9s&5|pw6vK)a%{Ul#6m*9up~Sx$QHzmIO!bb7DWMnqW>U`AEKOWqJ@( zcv0Lv%VE-p*$onM3xAT-EuLgDKHbE-ZXN2hgs$ z0vyaov@)z+;O}pB#1YMY&R1AFZVPPsX> zXg9dpHM(*b0l9cZw#k0Ow~~f8{MPitY|gS!=XBeH;TWv?pFn>am|TLkPFsD}X20wx zJ3_Uy&zbt4)xOYvv-1Fdi=+yD(3%Y=mZ?Ib}{g|EF%eMP}Tpyi#{_lkguVT&x z$~}1h{umrfiUW(I3AYz=n0zpn8Vx4#G!Dsz`cyNS#L1B#;m_CA6=oaf`YuxBoYR^A zyd5W(r727jbh|zqwghXPH1w5p+^g~)zV!o2L9LrN9x-Biwy4}cpvW6DMouox{@rR~ zY}iPf(hFH&iO27tAGne?2GO!HLc{Y&Tml^((j#cLVO($*qG;SPHkLh(?oGhL$e23 z;Q7^&^cz$ER9JUdG?ka%Z>%QM*4&792$ZxiA2+kG0%+&EL$Y7X2nf^MTgT!S`F6jb zGlzXocnJ;7@nfu4e}4aL3BLU9cHK(QZPnu3$#A{x29zE%#}fj;|#&B znQ_Vx61Q0k>JoY*hN5w6P}}Cm*5ducln+o>+;zLJd9mnz(5=>hTckEf$c+C-qbS_A z%`)hj(uSPmeblPq9%JGJWO#c zTAuw|J=yc-lP>IS!k9_0Q^ki6YahwpWN1!k-CARHWjpW@uZ@wX(`}MjIn0NWOBxGi zPCco!bR%mvO^joyu;Qx`gf6XLrNrw6d);$<)9k~etByEwF-xiDmw@B{gz2ah}9Z8t{tfn?93ke?CvGc&OCCVwjq4p+|zO%^vg z0Jv2vS-2={kWw;Q_VT8W-%~_P0c&I^i~#BT<)B2t7s607`H~B&0`J^3npL|6JvfWF z!>pY0+;mxCRVbqp%~xgYIIHz_s^XjBX!B3gK4FpSLJRz9J86(P)wG2s(Nd@xA`sdmNsKV>i9q*#t-J(+aKpIa%TCX`5|COur9g8g%D z=G|-TOQzT0?=??HEURQY9CP~o#sQSS(v zQUfV{%I%FN&(3Sme-9R)?kn1YiAh}jX^?)H*j)xks9@M7*?F+!fiCB^7GIhuo`JH3 zLhhW1^=7{S1bO*Uvif;@FkqA6B6Px{f7PT1C+DSoTE2@Rb^cD_k7$7>2I)ep(Y{zT zWijIqWXBN`&Tem#RnlL?er7d2YrB`(l7pJR9{GNqVB2g6T}pJUM=Jxk+e;o`V169E zSPYNpkLeWU_X?&;S`my#8Hjv=;5yX3ImgVs3j(1Nw3C=)oN?YWVpK?U+KvvS8>PAl z680k+psJvSmLq|XoIfUzU^+fVOZX{)Xm$Tq>*%S`@j}B(;h+r`(>EgV7i9|?@h_l` z-`tgSSw~P>>Hs>uxb+}YB_<6*4%GH55c$$r)4xV3KJ?!|RMH?j?@uk?Lvtqv0?EG2 zYJ5vfIduvopv-6?c>byE)0E6>-5^ju{S2B)z&GQ&1I5olf}rZ~=*dEY!T{`|%}5ba zQtkkWyT(dbg(%`J`%;Jr-MT64rSlZ>GWp1o)pZo=a&x*1n0S;Fm`QX+!R_lMQZ zA3YrPzEHqFgcf-+sugTG<|*uRO`M#CYX47;$?vqNllReFkOKi*7T3pHY``t?du?*9 zi>TgOqL5q$${`xz5smPVo+z=ozqZKqR+dn;5Rt`eUwQ)}SC3SJv_y10G}yPu%BCPr z!(B`ADl{6*TiM77If>}f7Ut+abJi}KH_LmCV3YxUNOMkfzZLn;&ANLuw$Iq~m<`)Y z;X&LeDpq%A`PX3I$Wdn4nwN)f91ULPtldm17PrMQBraI~%E}N#z%MUD#vos=do9E8 zJ4azpH`3ITz@&}guo4ox@8Od1V6fQUAj1_aI_W3OzEj5ukDdsg1!S~m$QRW!W>jAIKhVp0#Zzth)Br3(*qqlg9gM1cF>3%w=)j(( zT=Fk5dCiMZh7j=73ZIxW?B;oaox*49P40Y|NYFdO@del{>Q9K@#&Y%w7_nk7vSc_C z^n_%2<$$LAd8}QtL=Q{NYac9hwGvl0Tg}l$7kHW;nj_n@Bs#xhksrh+{ncCgx8(%Z zOZS&qNzsLU@d98*nt3Wkl1<+NHu6Ui{`(z!<#{}8y(V5X0=}{7AyXcr$X(G@(*K87{@ywlaS?E{sNaGW~`N5uFVG}9w2&+>c z7)3FDrR$9{Qe&Yuv132KwJfWp0V*qZIvg} z)DJJHjo%KC3!f$}CkCJCw^X!B=!T@k7|MBR>u}W79*NVpTaMWdZ%g4FQ;b&6kFtMi zL&&&l14L3uvxR3yfsJkZySdaeqhsSQxT3gjE15Ftoo?jTGKBF*f2ZN**LAoHsfA84 z30Y-2YugLRJ>jBTAnkH+*inC@r#aR)xUHk28*s!C=lPh~-ofCQZb9B|nh=OBvx-}f zzq!046MgQ0C>Gic>mGao3oaey8&AIT!+H5x*F-2^AV9qC3gJlEqg^*Ggr)tB=%PGulY~6nT zligJD9^VF=0?4s3BspyZFB5=l1%4VNWld0+2CNqTTWRd`k(7l@f0CU z3dl(90f@YPxmi_A#yQS2vToj3NJox}UPqt0XD%}f1<}84Q{34%rfNb??9X^d+!xTB z)eKMJ=4sS2D^o3bxaSkjzJavCO9aBnPewNTU<^)rDS$%|kNeZ*QzpXN1G+3vqp*9; zm_gTNll)$DH53K$B^Z4Zs+#ADwFx5bdUU9WRnbSz`33`gWN1PO$+tY-Z2 z+*uEw?7(%RUNt^!DH_|gOau(5-hKEfts!&UzEaIpcF0PIM;~}x(+o@QN?f#76no@TJr3^WJz|mSkh4qOii>WJaal*jS5vdB`v{b${ z51BR*4C!1h^AA}6c5}o%s4u26b;5|4R+KFBMbvB2vv1RpB=r7{?{5w4r#cE53#mLW%B-lb{65hoSQG6)JqxMa*r5xgR-n!^> z<5_sM6TQM|QJ20)&?ze?T#)W`&yQnXS~L*u>1Rv#kn@wMRR51|nU!UOV)RkMA+NmT zr?=sTq#AVIPnz}3w<5EHjs&&WMW{Eo-;tmKe$g@E7aw}x4_7ANYm~cojNNSNC>pz6 zIu`5I#doEUBfm!dT#KWB z6yyQ?IpcZWJBxXZ^2{2o8h!d<3{80MBEan<9WCQX0M4$Q?#|$atP8M;BPb_KSr^ezLvL;6R&J&;LvulnO&1x6*joB|X zfr7L>K5pX0c0J8jIW&oPxCpvZ>~fh|Z#g=^w-m4;kNWJ8mzx(B9goA-erV8JA7oHJ zJkG)EE>SOA;xRKhfvAYyC2Q9V_UG6PI6U~W#OM_zy5-l#|DRD~voe5Kwc@JlEj_;l z1U8xa71nL__R;kIYHv$<%5eFzqTQ>ID;f3Ysiq^Y5$A87cd&L`UZ728mMhn|R@`?f z2oJ6JdDC9lHq(FtkM*^Zm^{!lxt)D4dZ4wFt>(cyLXI(w?zW&Anft7#RF`vDVOnNi znjx?c(;N4{tT;HPCCk_dhKIUnaLBUvy>hd<)AS&~Q<8Hr5VOmg5%Lg7U$`H1x?+NSwDDQ_pYifr-d{+ONYya)WL;K!+(;>rETSAtg3 z4kw$>_7%&2d2XF1a#WKiKkxw+#kNJJ9meg8P1iiWDqMSq6?Lf_mCexNtFz^pg>eFS z_r|x+`ZEetGehjc5OA1q0gLsGw88SlrdYnk-Ma94Pz5_AI2x&0_ztpuCQ#e)hHv3J z_BUnw*yX0fUH&N3vX_B2CpXR)We4R+7rrC&FH$UovUB2VT{0DAZzIhovF4l~gQS~Y zlOQMR<6mQ|$JjF8QNISQcBHK+-1xRw7@JI=-raTlaK}q~gKS*rD6G?d$B^id7cI7& zrQnD$)C|js^(DF#b-{$e8nU|^E_ijZBPgw%ZCZH&n_)l2s0@wH(jDRh zDImJ{`M>M$`emz zoyl#kEMHxMzv-+Qw6_kEzRvPf&rBZUvc0{QEr9V^<`v=}Yj6=k8HkVW8S9*$Y6XRp@6#k!Hbnf1(K~CjUEk5( zu<{|6<>-UE88O%wfymHalYX~HX~JB~1=J_#1zfV;@e^V*i>Mf{4A#v1K#hi_oQAYu zMqXo3%ksp_Ks>qM1=j*wHWG$Qg6$pI9Y$&EQDfTkM%#1qOeZM@wwxzJYm_>Mbp_kG zH_r^fxT^y8jEw#x3Oa&+?u5z&r|-*<(&6k3=m$_4zxt-73xJUFZvDWmjsHCBH(TmQ z){3tqhyPj-Z5J!;Nn=L{)JMxo)V;;99`h6d|AJWbk&1eSs@Iqlnk94P4wC9M*Xws^ z`~RpU-@FBq4gSvXP_}EyU}3|s|;DL!rjv7&-~OiajI%fb2Nc+1yk8B2xU}dfRaVW z9xkGG6pEr;mLD2+3Vh~_XDc-Nb0g#_Gk&~?hb4(+nzR+QWGnho6>gu!vP7iWg^2H0 zU#>zcTMmn^B*P-!Z07y0%G0wR9&(yMp_fIu?J?V`ljDEQ$0c)Hu0Wf~e{zst@0jM+ zc=C=xEy4`;;^ysN`>!a=)1jH|R=&p}V@H6_P|Ib0l)KgVVpU#*)i4W8X@FJI8=a{H zYLzwt2NM_BNTyOwM|bCgAuf0bd>jKFVxp~AE2&*$=d_Dz z-u5Ehr-}?|jpangv@wXy65G*tHu4<{b%AwIk(wB#)uAPwH&)gg^|(s*?5ypuoiv93 z4{&TOQaFo0-PhI&53|FpCuUJ~*3}iQ_)WbQ3BS(e^&+H_7;E8|buq$i+hNfY0G*2)=+pM1cOjG z>wmA1J=Hwy7Cb?|#9CpvqCxY)365?4ICczO46Xzk&4`GqUi_{C|6NcoBOSqzM$0cz-grc+*EG zn!W{Mr#}n7L@z7F+Az#w;j>^?AX+r0FXUM?;pXFFP;s@1gl+15H$$QAZF~ zl#eHE-s%7}qG&{adPguhgc2g=_sOP+2fh{0;?_$Em%%~@6@U1$S^pS6%_D(?pCVC_ z#$SUW1{^Q4UEHMiUo*h=T}s@86@}!GqAvdeDFsnaU|CrVx3O9{;KjgFU|}-(>}_D- z>_IGd^^LRdvDY&OaWtVN7V0|>RP=g~icsWiv6g=(LY>1)7ev=OBSJIVfRs=HD_l10 zWFc~4=UG;BW@KV`zX{)$0>k07uY~QAUNMoP>jQ&rs1$XYE5*aAZ(%5yZ_Clu37<8; z;mcJR$H~YHd)%~zq;8osJN6;eUS`-G`jzjw=ZZ?8^m;o~isGYYj8l@P#kkt~UfN}W zW9;;l)tRl`x0Mr;4_#oDAeuI%tNjzRlILqE&*Hi4@UQr*yQ{P-ca8^NlU;Vmlp?o} z$}B5nhm+}2LJ@h(y0)Tll^iY}jgOYZ+9FnV)e*M#ks^TW(<#d#+!V*p1A<^2_5aJLn0uc@K0 zT~~$oc~STn33R4k`1pmWuz{hjILP?^BKGI+7vf#JRM9tU0?&50l~~-;oGFNPNKWHr zy%4CY4-!}hgm$HQ1|w}sXYknBeUF@*K)0|*cBm3d5AZgZ4zN#I-)fsSu-107=?S7L zr4pHTqhqxPgp)ll5Fz!OKI)I0fqhv$BRZR|jQRY6Oxm2d6DVvMgG+D+yWqARg8h4| zD|hG$Oe_lg3C}$J3lAdwO|1&RjtBc+LU)UfJom(z9bC_kJxE(VkSn><(fHP3T01X| zBeMV4vzMGe%qAL(xJnMV)+%)Ob5B;0tfhxrmCWM1myV}jmDuZo!J2k6?glkVKC&xENoT>XC9C;vaqJXv8fM$k zV%LY?9sq`?xrdp+XZ3GuZ{3Z)T+;w^0!2P6#a5b7oy>E+72P1)YHDp+i^{dy>lt1~ zgp84fz^?Gl0W@biD2n;kCRH_>3W zzerTR<4DN9wAZxI_D-K*5;Cg)FQc+2QQ3qyObtJEb{%b|BDH8 zJR!TM4R;9Ws|L0uvHls*zE0y?{F%O>G&*Lqhp~h33sj+m_o%y6M?I87&{uEi_Lj3^tN%V@lE{GxB@T+v)}uFlPXGOLk3Z%DZMue%Wg*=3CUzYJs8F@F zb7NlO$O{(9r~kHue2^p*N+e2%^%#BmT3kpH20mlxyKCqj&QXdyf(@!^ae_*lIQQNn zUhPyko9pa8UEGsby0+u2B%XAQ_n$Zr%p;?_pGfEQ>7Waiys4t$3(0SoyFH4AqcLv; zjF&YM<&TpFTp#iqGMnf44lULfS^&hc5)Vb>W6wgFMJ+`@a^x@5ja1~?7#ER$^AX2_ zP)D3pG2a9Tmy5pX=T&(F`t+5C(pi635$f&o(M$EXPvtmk*Y(7jH*nMABfNw9yta4x z)Gmz~bMyIWEKbO{REib4_Gdb{jUUQ6m5p?V5_&FM40lzr{fut!i2vib0Q z?2^@l#PwqCrb&>b!qunjFA?iHs-9xGy+GcUQ?{!nEOAZt%$WLLrhO;$^>VbG)#S?> zdGSlv2Idh%iBl<0`u~HAvi{Fb>Ub#n$7E{#g9i7HKVkix9LN5m{@1=iou98JT?|~h z?Vf0oReC)7_54bdigdo6dl8|cy%Omss zz~o-b*9vcft&KvC9J8t`5*ku+`VG)=0X~s+2m+|f$M@$qTpE?jM?C6|dL`04HCsn} zT@zxyxbccKvF#`&y%jtYow*7BV&y?L^Hn_G?+|=4EQC{p)eUD{l4{ zWo+Kd_-9o65J~=BXk5XFY#7Oyp#|?Byhou;P@8Lk1zn5ks?q&~tNzVjqu@h4>SOHa zH9|FjPRc17J3i0^w^B)JGm89>8)Ef~Ku}l7wv!mIXIC-qv<*xPH;z-R$=vDM)6_8Y z_v$>vt!2%&tAyStcHShdt;-$*8K5-|OpB=cO-~;qHa}EDH*4+st%fXSwhSC4!i-M! zmmw(yj%g}sBAWf`>RU$V?}ioOrGLD~cYPf#o}Fy1fY!`!Ywg>)6+)iAEgMDbB|I24 zB*xVbA-+;)8yC+hMm*L%_7J0n@#Fm{S?{{(b{#7)$c=1byf$Nis#jkGo-m8u+U0mW zJ|EhSwZgRyS_~xpa-qhjgx$X%Dt9SO1euy%I7$)FaT>Cxkl{3(S>O-QYx!`K2>z{M zOJ7)@x4B4sSR}b!_|A9GfyzDk-W}ecF4_F;eo4FAgrLwv+C#ytRNgV|Tbv+24Ae9G zFx*&i-@j$ICGB?7oX@8Xbe{`Jc}}-0_}D+_`7EZ1B`{n<7t&PCZ2va7M!4$}D6nDC zUJj3q4`4V}c5$uM75g5AInOeOvW zcwMc<*OKwRZ7mGPsq%!zc_`16=^Jk(%I(nK%t5QlGTasswc8vG! z+#(J8_@sTqmvKc~Q)5(je8jNNvJXSA!iI<6iPTGu2#?s`K-XCMdFRjF;r2V)y|HT6 z87-eA$K~Ou79=XU-G)4WMO!D_bJ_T^bee>Z44JS^M$RyeC3fLrY5SH3?xmYYVEc&! z^1>@m2A=$*0gMLPM5|?3X4gyMq_2sK1pBw@@?rJk2-N$}QBINjdGF-eo|Gzlu<8&x z)&?|oQ{wsi3eU)5m~7ffHL?e0Pb+@456}D06>S4en!?$(@<-!1e|X8zNSDW@{UMs` z3H7Pum}Eq?A7Sd4u;GXyQy)E*zH5iVgNZ*64VNE{7q43nuSiY6x^HS~xlH#zEDcsf zlo$01wweTAZyI(9!N4Ep^)^O4e5Xg82M}KTdlk(RXKMQ*_CY9$q`w zbZ(u%tRXLtA@C8U#qGc^a++XWnzDY<02s8Fw;g|8GF5Pprt5#U4H(iK5ZWpi2+=gH z4vmSAq%d{K$ZaB2F*@3u1d>Y9W&*k_1@^ME^;(_wS#9ZoVsK9_Zn-Zc%ou5g5^=Su z^&ayRdf;9&Z7kKxIhMVQ6$1PLR_i8dh%7U~w#$pT_tzz|II5gyX0u-XNsCMF3lwb* z7a|C&<2Vv;KlxPNx*}R|hyK6b(M*3J_&Lz-{a0j&qi;b+UjX(0DFX?{+9?{er2zt1 zi-)rY(TX|(v6?iK4CkmE6&;RDzm)|Fw0$PNgnbds`ls3`VTWvJ*FxYCOa5$be2MUh z7FXt=M5oWcr1jWU4V7pb6|jKv3B!e#{Ww<})@17u+Tr%{y8J7(Wtvw;iLov7^%M9n;?XkOo>dziKc_e;Ge_F=jI{EslZdfZC( ztmf=z;p0VmTim*eB3q$j_LpNsVoIb@?vNvtzT(DfQ}$5gFI5Q13vOYExKWi9!D1o( zw1GrlN8sR(ZKjn)ao7{V0{u!+y0aIB(3?`V^95Ntv*9!tj%*-VMxjYo1dnwx(+!(g zgiem5F%B#hcUW|bZTp_=nSk^Kx5Z~k+B2E1^9@(|GA;_bAJrAP);+<#8P{4J3;;}{ z!sKLw+UBK^-$wQZqtV(U& z8Bk?ZI(I_$sJpX!4enxd_HwPZ(*X0d4bItJqqx-2mQ(yrfT-UryCxbw!aUi-J2tT^ zz&VdnOWyS2WgDR|8#!Z+nZ+u~#hGAUA>kqs#h!5X!(`CrNiy@%&-}W*+Ih_Ab&Mu?G@<-oZZ(bSt+`OdJzWQ-bUl;eNrJcZKff!*wlMmQtoiRZ zOjHvO^*wC;*5ER8>vC9j5EGcH$q5T*zapC;H`=tX_z*^;WrHN6poExyQ2XdB5#6V?wgr=8`2vq{>Z2H^ph{vKfX6y^TTH9fFlV%C zoOj7Ld4Lpa#23$W-Sq56n)@K%&?Gu*W(PlBKD}J13t+{$I|3v}cD&P5j2-WOfspPH z{~LhJcuN3C<65RDWq_yf0oJT>u`^EkJXdclK1v_or;&i|%%` zZ94h#UZ;q~Cjw9w1_4Oh;gN~myrH+dDX}-tYWnRRzcP>O4=JoR|FO)o%MLoT zVLQ{udA;-gPx@60VO>Wa4a44?4ij|GA2QML`4Ie%{GcBE6Y> zturW@QEL|9yPT0lm9~<65Tk4Yd{1PIkOM~TpiXUK@Fzo=u4yA?I@j;;=yb+B%Bkfd zr|HCP{OMt0d-Z}(Ie%X*;c8bJsS#kgYO+PN0#DeX+elhK*UfW%P2#aE*4FCe);&Ww z58w?&;xgXx>P_IShPT@)(C>&1aK`NdULLe!ng}ybxk$tTzFLQy6b7Ddc zK5UhbH+1?qc9xl_1SoN;&_0M9Dv|A46V8--l=5p+vbK;pjqpV$W!s8p1SYKbV z*&ntOISDw~0}BtuWwe6+u&+syxYu)xB|3uM_@r3Uha?d_G#7^YzOi#aba4+YGU|Ji z*Jri^us*Id8dOw?GR>dOyIhjYk`qoRB?;*rNwL(colE?)LWl2`Cn0}qDqiRID$$~! z^rI~E!Tyd}*bzB;Q2HD%2B5y){vLe|Tjh+;tjaL&c2*S5d`g0`d^?pp@Xg0>=H7Q6 zCqRao5&uo22u>yBb~!HJu7Lmc9=?b}h`uPQzi4S>cwvO-nwRaY>R?o)Iab7x?ub=U zg#MEch<`sgUPOdDdNs_rb+Mnmv08rjD2!1-KfQcfXAbIpF;@67&5`^jhJkrRI(m7D z8UF@KFq#)Wmv!x0$$ta)e`OkG=hpQg>SAu@r}rNEY|EoTft-eUui@morL*cEb6%5vRI24#>jhzbUbs@9htJl$A<=vPN_yVJAdd(6 zSqIg%z&`QFszN(Vny?30GTY&6CW!U!5>FTfYRTSOhDn>Pzm7F)BlMN9U!`$@SaH_~ z)AsL!s84(>i{EgpkX&fmpKYSb_AHfn&^9m5g!$O}g5J3#I|ofePA~3GA~^R#6h(W_ z=5_U6R*czZ5=`u!m0ODp=;FyM!Ds)=l`Sy3^a`Z2W_5@nUU#x@yZqC_-*$0#N9^j| z8l|(SygUFMZnjWiMcFJLg_D+A-={H?ZwKX&bk-~#p}7@I>aAg*7z*-W$*^*+mN8E+ zo7b%b+}#<=pTVkyXW4 ztNVVxql1<2kSDe+6bB{ntO>R)lPV=;z5nLah9)%kt5~2OZ=rg5{?0kJcSGaRr34oJ z>Ia~hz?$4buXIe{j?{mRi!}H}_S?3wdz006DFHq>_5VXxU~>JR*yY?uSN?YIS0~i! z_JUWAy;=ju$TPtt_O%eNOLtuVdoDN znY-KX=Byx^3?*@pz*#DPh9JZ<=y?NUa-(kpqn4SC2+g@`)Z^aTnV1oO$80fEx879SrzGgwZ8$xFe?o;!x-LY)^ zDQ0x}`u(^zX0u0xs)4z>TO=A9*gl;go7S0#K4l1STN%6O^QSj_&lTJ0rN6~%_tUjh z(&~@zR!Kj8?3ZH~+V38!U3o^~zB}TA=;E{Inh`%yrJxjw?O(PUC7JPg=*9wUW!=N% zx~E&2-iFVvz=mh){lh23(~a)j>v9XqXZ=D?P6nb!E>wws*G%Z`8$CH`GQ}{yex3MH zHTn97CAkGXU+UxTz(C4d4>s^cm>XqYTSogqsf8H_`H)ksw>G(7eFbDbcbZ}+)KS#H&k`EveWukfR*<=$MfV=Npv74o9Vs&c;I`UiScR8*8BGZ#_m##UOcebUpe(xq^0HAs$jvuR*(HnfS+<_b+%BpYQm#03t= z_-rY^oxV}eVzJC*_No=XQHcHM$=4r+3DcBr?<}czW^NNY8EVV;ZT`JA0B&nI+pIqz zbo}^y&&amA5X{>nvmz^nX^k&hve#-*vT4L*&?~5|)jtC&kR_3ol`BfHX37nih zc3mo?1pND;^#>mUvW1gwe!YI-`j*% zQmz0SfcVPx#zBr*idFr?arAM`S+n+y)m<$M4bZHHFY@f^{+oy?>)}9$WL9%mWZ(AJ z@(A5Wi$tC9=?RO?muXt>p>Wk>h9`2EV`#qWafZ+fHL4 zFw10S&q*IDe*TvV`5L&(iZk#`9&ziF9mM}{RTvl!v}?dJXB?iVM~E={=sAbvg<`Yh zW>4BL1(@d2SiaU53&3(7V+0*nDY93$;}bP#%r|x@%c8ivQFgEDA$8glg9pzB#VPqLNS*bwZ4EByZTyPTdN6(O)j*f6H}HZ7kw9N_Zu*BI zT<-nO5GQCU3Rsd%nk{Y~-W?Um_zE8K>A#>Djb*r^%zS5gAWB=rl?;=OyXRLd4TW-N zXQ(s@Bz(!7?YqDa#2{MEQjOrH#Xj@WXA!VWOr{~cs;9^qx%4P6Vez>QCfdJ(S3U%j zxFY}c>1S^N?g>c$CFF;RPD90**$-CnzaT02$qzB{Ss0zTg%FHr>*Ri#Oabcj;_X65 zi0q%S-?nCr>7RiO8(75axh(^b>^Ib(hCKAo9_{TSfSt5WLB6zYZ<0|Q#TE0U$2p(j zUJ{#-rAsPW=dMv!+YTK%=F_4!)1GdP%9ISk4rNI~}4$ z{dogq-Vr$Slm=@DF?Q()B9k1jGB1g{n}OM8OEnr_x#2e^wB?Z1dwR2bi09FGn;y#S z`dhH<_elHL@~J5;>iB*TWVR6EAQLvTcavNq?mQ zJENe2AB}?``l0q5iQnq#j8@*jeT96|9Hz0TP$eR?8eMzWAUz6WHqAhrIRVFMQvn)Y`ZA61bzE)lpo{qX!ZJ{ zazKbK_B^2*4t2D&UELjxYJQp8xmg$qe%8^gh^N~knM$yl<930S;|3n`w%>W z>gJ?J?euncJH_xH$F8=R^CSpl*^b>lGml0h8^UuOsNqvu4doE(75~f4qcSN1WDWav zn-?Fztt5602Z0? zQm|TVmJMwP;3=)=kimpVyenF_6r&fxZn7Kr;@5$43x=iHpXTK#k8ZJTPdkEtfiww_h0_d&ngJ( zMi;GZi9dt^bGf9qQ9xC`;L4VbG@k{rtd74=rD>hTRi2(y*>&)CdlDx zY#hkPXY;2F&Hf0y@yN%kPF+e68pRSKSiFmmc*-H_CR9{VjMv{lMt_!2?(v2qgYbeA zdr9=UT3MJAZjVliC5r#~+`Mn0gID5Bu#F%m!1u5oRv27Kmi&#Md(-d;FHEbVq;QR) zC%3i*9lPf5zM_E9?-(Z6N%&Q`UN*fJbDuZS!eQ;4=KA6>q}zW64UY(hcs}%b1NyQw z9$jz2^*Ys7z1gH*#o=)iqVN#6_uJ20QP+b52T%=*+m9h!ArQ(g`A*}e`LvO4b0+BU zz~xQ)p~%Bhd*>#XSb~Qy*xskT(iz~Q0hh86mj$>eCW{LokFXBZZD7;acwtZ$?dUl_ zFnXnp_QnBbT7@>%$@NlSqfPEyiIEUgIDQsNS$Pdg0zAmiEVaEyQx1L5H8+DHL3fDF zyOv4SG3*KoVwm=ECx5(FVrfL@4v8Z(Mx!ioDN9Wd3B<7Bdv#!99Ur@s5uA!sS6O31 zEG7Be577wa;w^JK?w{ZMZESSJjx>_t&eeSdlA9e_(L5FP4|*r}3@sH#6AiB;v((O! zj3qc=)Aut+bTD|SZ5&?t0Yqw(bF4#T=7G|{NgmBkaf_s*^n6OuokKJDh zPGLb82f*gbmy_62;46Hky;NI=r&QZfp2p_K&MN>-EM%t-Ug-OZICw4iq9W7bDY5>B zn)}J|uBum46gAtY)!SEs{f^V&Rq51A%?=(YqSq@{W!sGS!wlEuAN>Beq@+9|KE6^5 zOHzNlpKj@4vDss&$#FT#5Iiky(Kyr9Ufefv^MX~U5Of?s>nv`K#QgcbXW9D2wc4+IsAb%jCJ@hY9eA_O|=?t#Zi&s0Ay& zw@MAcY#a3}78@zDm`9||-abZ;tk`&`9GrY+6sdzCq$j{#3Yl-^IXQ~KVlP6Y^kL>` zf`4rY3uuPuCbPpTv7#r(^F=A;WT*|BVo*M(BviAa3acYLv22v)Y)(_GtOvjIRcfHAi>uBEx(>inJSiYMI*yh-*5{=Eq6d(R+ ztO%x|drR%9?}%#q)Q^|+*b3iGMJ%%UKyt(&x)vg=cDdy*H8IU5&1BoSu&5Hd~>-(*=f1t*eL+}4&N?5jM(!P7I9`KjVf!COiRW=5X|qHs5O-eg;0WuvIzHzz}R@|G?)YyD35+Xx3`F?g-U zW2bLQ`H!C_M=`3CT;C^8@Na3Ri@fB{{XvD$eKSuV{4jgsKVTUY!zAaLDuRs5JFlKw zwOw^ti?u_V-+MIN_C$TGmbZ_V)U{f*X01Ip7YZ<390>Kci$1Ny?VB_3PIp5@^}x?D zQC-cM{*-HE*tZ1Wj! zN3vJC+uF8X6GTwc83XYx4_Ps#Z5C1c2vk~?>xaaGn zax9hkl0rQ$hK{g)b(ct6KX!yb^q+@ngjf5LrzaCbbEtXY3#W-q36fjBZ6_7DN;;VV z=k{$sWzMw4Cn;vGTr=@eK^A+zF4*7}_TLLGy%Cyo$$jjlL(i%~=RwSAR%LKVQn~}I zFETSph-v)PItE+{b@Y=Trmbxw#=ZWnyWrf|uMe3|nrlF>i+*Fe2A+-F#Y*Kcy$tQIBnqb{!_T|#ApdqDhKAf)y8zU3Hd zZ3jG>@{Sz-C6$O3Q}|6xfY*dY0cg($BVeV8NG$S z->JK4W-vYIDFXd#HRJJpCd2wqMf&!&3l=4hlNJ@PL_p5vqb=v050x8OP*oFOo-x;8 z_dBAav2dI5e#hX1!-{fz?4K0F;#^GCZtQl4W)Ca}zgsiL-n1)lVqrHQbwieTIZfhib6JIr99~f9pPt)o05K z-?xOUJ=+-h_TcfEmJ<1h)yEf_5X-)GT^TVaX~x2Nu8uW3*1Vf}M~mT?CEu);2Tgh7 zZLK_cII&#+7Wx?pmHTv0j_}VL(cGWWC2O{m9A~R|`<({L!5MN=DeM6CT&m?!aFV=mGkP0TDv)8&;@P6RbFQw!vZyx96jmh2 zT`xN&#Qc-$_1^}~hAyaF1#3rAdYCV}yZp2koYLfl``dGL0x9Sxm-#z>=BmiS>E-JX zgROE#ofRVZIwH!e`5(nKW{FH+xuPVNt0S!78IQS->o&df5 ziMD&0U?924eY=4v4tag#MoH~q8atZvN>||DvpSv-^n5u-@dKgPF!{qyqysVvwyBp! z&N!XoCL!qEh!%!k{>*pxZC7hF=l#_8!H*yQAk%Q#8-JBBxsyx)N1*Y`)9N4aYQSIw zdK!~*N^iHslBiHV(mGE*lAj_$>v9_p*1RKb16G(1e!zRXfTxe1_nx=hBqeAfZd|#v_D6P3~w``L_FmtKslBIIK+R365;|};Q*fyNc9(qh6xW@G_yt zuY+XEJA2E!`bYBqWP!tFEuvPr$%xm*F1}P+CL?)s=t*V6yUvkKA5`0DU$D%jP&P}V zDY0vsKy7k~vvpFZWnxvAB-lBXA3) zV&^VnTybO3kLs|)fcO*rE|0Zf0p?J=|KJ(|^hb^g2o0lhdHup0jd9 zAERegNmBzLBTOvI_eMM9{B3mfn5Eg!XexGHQlA@dy$z9E7bM)3pM!daru4D?w-}0# zEuB2vA=M6f{Wr<{k5ap*xU*bQ8-P~&7$lJ9jC4% z-=1ihNt+qaVjQsolam{%H~9bL z1z-PHJCofC;budFJ{{Ul=rc*TnRe+Ze%(^HFL4WB&dUQz(YB!f^g~a>XRdZUE}Ct; z%BgV|RVHnDeYzD)$(X54ry?Tsw0%fCTmD#SRN&2=hJOMlovAH_@zdpl(+QM79?5W^ zbr{(sPcy^KW@>vq8_V8ct6-ZVG-jtvG{mx}#qnCJc$<4L;<9OVl!`0F;d_vrut~!Q zdM0s9+g>M`c9_80D6r*tRr2*5)$IOI^yFzn%<>jx(40GYkeGl2zDK}j(f|$bY)cr8 z+8jb4D2=1+Ivw&L-W`XY`u$Msg$u4)c}tiu(VnRdT#Dd_;Y-L27eg{dOLPTd(>~bPV z5cqLPD;URU3_kU-3X^OsLe3Udx-2atuKcir#cqWG$0E9Z*`sQ!G7Y1_ryU!wx8`{+HIWD|s+H+5jm?cm6yxl( zZTFXE5IA5`u2$#GpM2jKn{`Noe>M4kZ5-4eW2jja>9I4~Y#FTVM?Fd3V+8|H#?)nF z?xh~_&wQ|Hn|k(RK*emW3v#j?6y%};b!kHt<72ZVC)uJw-kRqSu}j^t*~y=3tXxeiY41rx|z2hHr9Xal-ZY%RBXH z#I!(JB$;kGFnpIH3bo=%*7&RTM^dk5@^FGE;wohncqpW>GW+DyxUR$0IUJl5H@m|J zST+SI{G+=YKxs1O3OAl~*Xk);rT&*-iehON4#lUbQA&yAh)pis z8$J#P<`m;$x~HLv>6v!kq^|X4V6W*gmiew{qs7+b^ef@z0mn2(m2K$ZE3VKbkX)pg zGH|`dA9^YS2*5;>FG==hvuV-=WJtk1lEJc8U-l*GLV?`Z8hdM@vk7hcJ(GU2Q1C zY2bDJ1wvq=V7N`cQ(+tW|J@4#Vs1`~-?2`+@9y}}gC{%=pE%L=BIiE#oUP1Y0F{PR zEzx{g>2l?7TF&WoZ0?DYycenvncC7$%|Am%OLuN`wpV^l?LFtqB`!3NK&i#NHVSKs zi<%x4wvt{XB_*NQ|ILovt>v@?D0$#k`K!L2+y+>M*W?2z`mbs#_&h6k&P>3KTd!^o zP#n^~v|8IV_qsD^lSvh0MhtY7)m(|h^+*49C-3RBSGYR-@WC0=yY?REewXy8A5(G# z|9b74r0#NRy7ooQ#2e}9>|>D=dwwS3=hasSrXHmH+_f^Q{KcR^r>LP1eKu(jPtTMN zjpWYV1sa5xI=hZ#cnr^s6~k7|*La0lA7b^}zBv>eN<7k8l-vnx4yqjKxb4qqqe6q~ zQZ6pte-s$Qz2SW@DWiJq^Ml{l4%DX@s?lE^9_$HUS}bjaB#;RGpD-F%1lp&F_X^IE z)Os7;qb|5D$(*ZJ(qEKZOKNpLAoWnaFFBp#I*-C`sur`J!6(Tod_&)1zP7qjo)Ju+ znELwN`I|`PvWVoHA{*t&Nr}#*>dcD)g4^?gvmFOyDvTcLG&cGEcXKZBqQhY#0K~X9 zM0}k%w+FM%I6Mc6{PlSF?mPBIUVrzLPcjbgU$;^nqkLBLR0KMv|7$C8Y^!viUm0+V zbS-D67E=fpPBs`#BkDJrtf7R#<|WS5p1B%FWc{VZR;A9Gs$<+AsezwahJzah&SK0` zt8&swuEV9%dfAC`d|JYs-LT{Zp6hqOFddXBlhWfn^JUZkTGo7-Hkr?lx%`k9|K-HW z`Rc$l^rx$t9z`B~Y6Q}C&QvkzkrVDynfGM9$kqCFHdPb6azS(}D&+9ia&I2(^VSAc zciOM@X`|gh;4rcQO|lWJx~hE)!JVO>wKM5{g{vKkmts$u&x_x0gnZv(ET1ltRfbLv z^XOXErlGU?bI=6}9&?RmT)mAZz@r668hVWGf}Vi&X>l8&?mV#Xg-Awv0nl~H^yCa9 z=O|JEIgNKJ?@4$@#h^pSx26UM@l9t?Ug?l(otd2ls)CTb*?-QvXI%`GJ&GxdrcB>e ziCDew{x+KEGIBdL>vcp)aF=C(^&8pSl>OELG??$sg&H5gB%ty^gpp|!#Y)VT2Dbhb z4euRuy(o#R$Us*gI){spKo!Mo1|2>p>XhJ&O@$*ns>#6;O9$0&Xg}V`$a`!Ct{*g+ z-nr>$2&QV?5gnA|<@Qg6KA}XTBymxN%exf+H^poqj8Vf&J70V)jON+PWYHufINPr_ zRaHK$S^~}E2cH4PI5ks};cxYssG8T>cJKqi+u&VgF@U%EZYDZ%0~)j^$Iv&a$0-za z0rDRI%y8z|c1L)J>HomWlP|grwu*&ah0zgNm96&uO(o?s28rq-lj7ksxw275tpk_u zKELR}dF$(W&-wzTacv;M>r^-GYc!EG_8_z+tY+5Rr|!bg?%&yVh2Ks@$i!jJIubMf zB^4!L$~N7~w{-_8WfDT4{}`f&X3#5xA|02KVF_B_v5p4&W^cmw;|uOh{y{Q}c-WpC z%v%Xm#LIQ=MBDwx7blFiL$fy;oR%x)_wX~U(GT9UME^_`LTw%ylw+*li0%y+Ipleo0z7l_V0PqOt-10WtGQl>v zRT?EAl06u{azxqL8KfOgNT@0E`eW9sAcy|zt6pb3NOrGR^mi$&U=LOxg=GQlguVDI zxu@uBf6*&6*wPja8VkLJsi>V605iqNxDY62X>U>y7}I;uXQfaq$YB_$agEOwQmzg1 zfKX3!|A4-Vl_2)J^4?tX-f>`vbKam38oNjcvzT!OXu;E|NHoBpoEeQ!kLwl0YYH%* zHdv0|1wB)#2%O>u0g2Kk+r zRvd*o^3*$eaW1{{rLX%%dskJ!HeY*D6BYdUJK9Zgz~Rz^>A!~W7BHIKmQZRp{b3LA zy*IcesSqAe3ppVti}=ejWh5|vikON5Bq`#Pg<=)Qs4ffsK=3@xba+LoK(*v*s4X5^ z*1BM;Zalzpqw^{m$Xn|GC1Wa;OZJ=>(o&g9v^px1zS~ND{=ele&^&PXHoxCO??d8S zjt*$+{g)HqYRO-Bp|8K&Y&$6wRl^l*wRd;hlR-dC~Gq&t(VJ&5p7-rVbsW;vU z7CdZ7xK1I3I$+XZyegS*-(bqWa;mF2c8y@FG77kZ29mjH=aUg<3MkX`F&jV+n&XQy z8`z9#2wpB|QKgN7lM$tV!bRQ5a0x3M6V8qisG>^BeSyT%yks)3d|@nQ zSi$u`7td+1CQyT~+Ai3MHRfP_(PmpW&gRyBniIII=1R4L$_o%?Kq)blmpl?VP!nXv zX1?w=#R{Ulx*~(T=G$<-u;D@8l8#s-#0$25=?U9Uj%y&t4|v~tF=W|SjwKzpdh9eB z!1-Axn@9oMyu@i+L=s}zNlwUmvmr_3u75~KLO|po1MM|b^C^K@?-e<2`N@Q(hc@aG z`u^`sHeC&J54E?Iy(N!Nt&93C5D&{tx&lby^poC#b~}fvLRUFdzdP-bR@)~8J0-N- z?ipjCzn^0AFW$b~PCK`tmLc&~w)ufDu-s0zi+2dPaGKG0FE><8$Vz>GNIToPd-BLj zLz(vc9d<<7G#NoTg>Q@|3^*W|KzQ6W_mv7tczIqm4imkWqFCfA$4$LQ2Ts=mH^637 ztUXuNC5K02Rj7nLru+rDTnskE*g5!si)#E8U<})Njvm^$Aq=yjMs)=1KFg9Ml##WD zX$8)*a;(rd8ym&^gYAO;+cwmrv=Bi+RAF|`e?Hhz4l*QG9V~KH@I>Dr|9MtZH)!ly;R9y z@nnfe(r(qF1bLeSW`t9XszE^E97TxOe&33};i)m>WY&9D4)W$~ zo1b0K_y7$M^SqfgJ<*nPGuPgf-;rX^L;^0g&7TPNpl3&(OcahTC{CVdDuP zMx0*d@k~JiQXP%g9X=fk;@lcBSTzL;s&h)98C;M$7QIzKi*(pc5v+LOcq!{c5_?fI zE5?M=5sW`-6oJzThv}FT+~c`GWG>2?(=1B|$wrKjnsJ!#24dOBg|g=*q}V=(>y&K> zgWggP0t_BG6)SH`y1+|bqfY9aI)}=VK>R>NQoa2l2WsG|alCu@CNQ?#`CC?F!Nbl$ z7;^%XxyI%hbtsew&9)@5%ok=`7C9Sg1lnAB*R5{L00+|Uej258Mq`FF5zeTsVocj} z{v||3FP6yQSPJc2S=Gb9OCOP{cJK{t*Sw~=iR}$l(+Hw=^x~4eH}?R=n42>jJ_DBl z05R1#(SXZ($Y8{@OV?^bMa#yxCC`qXqaITt-ej|r`UV?vXhPrwidl3h*$$_mCHrl> zX&VE+h1*sMS~uGwB4-LB?bO@SF>;~_k0ovzun+*#5J4n;yq~R&6LHKWjctW?VGV&n zb%1h5o3E6QzQlPc^u29 za27p1C}ne{BxsRW(>-d$84suXKVz7A)_ zGUe7boXu-uyhNH%LBl8_O@K(CMY49%@8!{Qwyby_g{-0o{>oD@et}+6F$AUK;QmP^ z_-a?o;~U~feS9UH=;IYs%@zK5zDXdLP0jVD8idb`ZbqP~!DDdy`;mOdPn$n)QDaU} z)k_0Q-jMLl4F))-V^cX4%guu`GFjywI5NH@oK=`D%@}>zEk5BOZYl)9Mwog!$x$5$ zU>nB~QjO&IAt+5dGNRPW;4^)q4jijEq>xl%RcXh=vRDrCoMVR^9rXENtg%c+FCNR( z3$uxUrYtIQt$KZnup9|}sna&S4t_#$q!zymHK7f7sK%GMYmiIu#k#HT6+=%6&F69T+xkl}CZ-BQ)hWpQ#*|kHK%fk<9 zF(xioI_TxrIvl5B*`mY!vgT3Lv`5?O|98RrA756j)2r}G^`yenvFK1c6*8VO!@>nV-)>cGMZYusxp%YMZXZ3xk_9?=Df1@CQ>QW742QT9vS-G!WwLCaKZcW23y7P#V>MB(3Vnw&_$Kcy^uKK%t(C3%APZh5@ ziU>+okIt4HW7h8Y;%4Aa-qpf=6eSl$W3PT1bS`;V-V-wH+q{9l3#x5-ybEFy906V9 zUd|r4e~dDZF$gc-kgO73_g8Z2d^2rm$D`ar-x)`l>h>CnZnk+3Om@;DND&7g)o(n4 z-0t7$q2YDr4f+U!_mUH}mKB2N$S)aXwLAs<{3)CvL9MMS--NIjjx z9Hjfc|F7j9UL=GTB*8wwkkM;zB|DF-u2rkEnXv$2r9(Y^H09lrWrAWIJ96Qemd?Gl(D(U{970!tRgg)5;LbhU;1uDYcda(MqncJ_90 zY^ne6Xcp}FukF|@s2oD?$OqD>R1TpqTI344gFCU4Z}%fwct)YmFi@tn;k<+(#O`xc z_ipwuW_M2feu+8Byl)_zVNBtrHM_`xB1=Pue}#V$_G z#V-)%wHxs;?L}70q2*B=5JE;hTVJ*N;4L`RON-xyK>TB_PQLyjIX;Qtw!`M&l%Okw z3Om@lWc5r4e*GRAySv!{{otjR15nG`eK5l`%VL{${x;Bv+7SoQUF6$!Yr)oIvq(|X zitXOSawEcNJvshAhi_6ZTa46%e-}(2{iu7wVv}^wR+xUEN&MyA$wm(gMw{pNC>;j6 zfzI!4rmkqR>}19>Piu1h>QhB7TK6Cq5!Ay4KL}2b3zF6sOf+c?)%_EbYF2m#qbZCI z*C0D`EE#`RQxQQAqWbrb4{Zg+yQJT=TqQVnP)!OQK1mxZraZ57umKZZZ*09xiO*q@ zBhaI%G&MOvk;iwISJ-^E+S5R@-pNCnw7!Z}M_|UJPX&M-<|wa60Jah; zmDB!`ZsIHu^zE@!f>^M|&< zJD~O>$u?!mJZI0TTdvaaE+yZ(m#`4bHH5@(E$yNfr+1mu{|Tg5LTsVN6!`DTvcm2b)N3u7lnC$EaW2#~&cW@B$ZkqqjXfregYCFe z%sO?IrI3nMr}2KmD^=9CZi#USsN})`B1u*F;lH^YaOsk{fCY3{m8~%5t(iq8tN2?9 zidHbSr@$hwO>XR3`lV!!R6k4(y*HovFd4D?Hz4O58|jBln)1;$^RgDyTou8qWjd}f4?S)*v$qvsmq&2wa*m*Oqc#W#k7 zvgTT4oX{E}*?AEEQj!Mwtj0okBg4RxC*#@{uOqrPeAbDw`#1h=IS>qra^&pzZK|;y z5Lcjg-x#O(u~1KrHhBiDXU9>dFIpC;aD@-LSPFYFDg_ZKj`+^*7A}n^&=6g1;%11U4JxNV z@DmXwep|9VGqg?ed*m-g-<>R~yRm+DMCEKh!VXAJs&G4{2E2pm&CzJ^O zbH(ImR|E>(wxDZ+n9u+}a#qVOQvdKPM;jI72yLhkn-(>A4GgPwp_*Me;{+oaBmSBM zn48MLEiJ-qR8Z?#xG+y-P9I0x1@Dwh4C(9-qFf15EE??@a3M0#F7R95ouHRNLS-xU zml1p|EYQO;#KQMrQBQLH@n*f!d!dq!nLggk132OCb?@DO%K#EWIo8uQf0WslDi$t% zdu`@-S;cV*|Kuq(IezmO_-YUvB!06Np}r0xWjLb^ks~c{N?_FGangC5$&O$d-3r0X zY!j>-$*6wjKdpnzH9&~(IbeV|R>kio=D!hbDdA{`J^7@15XH6Lnd)BdaCTbV3hxBs ztrzwfQ@u4K8gf4p6ZE!u}-;%~j zJH?gZ1{qu=u%Znu7KLyovT>27UZX{JHufBLxksTWIvl_Fo8AR}V{-<~-T(!$Gemgj zZIrWv9C6r{wNb}lB`#EuRt1%O?z0WmUr6+^Kgb#7m{}EnM>I_HV$EY}TWe=sjXC zd)^X9%&cghFIUru+8HNSxz#2cAaXdm5;{+Q2rAiT#yveWfi2eCN8Vdy5_6Ws(j>haB$1u6bBUVE5 z-r#<0Fswvy=@|}7C|_+t^xz+Q=W}!-T5+uHKHQ4_!dGet?aqHV9Lk``tC9i z_oP|N!TUW&>#?OhLs+I^S-0u+;G(kXhrp`e{PZpEL&bIBCtoZ4;^F=jwU?zZIi^F3 z4O?HXd51nN*98ELkGLUr=6T4`_RERJFC#-7VJ)RZucDWM5#ELz`F53%lt#lA9YV-_ zdNpL%fX(0eL`%-#B ziI8;vXc6Q_g!18a6y^i}-0|6_GnN$b%eUn=d0C=cM#a_U%j197kdgX`TW1!GY5Xjq zguEIU2@jbTeBEqwyY>8Xm~ceGtHqRD{@a< zO3WHU4#?2AXs|H>y>Rf}+*l)R=bLDas98W4xzh(aRUEF<#eO;I%Qt&^ZTjRA(ZyL& zF0%OFUhcDh^*MVjf;50W=;HqNDCZQqfyM$OIZM!B-Af!95<2-X{*bc-#mUvcLpLe+ z^%|CrBVFu+uijEQ;LCsXI?E)moYZhb=>89ND2v%s<-@mI%8Jap-pj>a02A6)2hAfE zkHSgdYNO`%A^2z(aRglK@LZoJABT?}E>JQbOiVc7ElsZ79jeUTesb|ZYeV34HRnLD~+MN3Gty7qya5Q}AL5iNRVgug$;CC*xxG`Bd zd-SNctS2n=%FazsurS7{d+=ca_sclCgtKkXX;9?~dg@JSyHj^zI`W5+-^QOGuIZ$J zPJj5NwgV7fO!ZQ;a%cP*vvWqlzM=!eoZ{-1B81pE3Yp`95O_S>I2Is77&Rt|yvDLh zHu`RIl}6EqwRauo?g;FH;}JT)KggU=?R1;CyZ!#ZdOmut35_TR|9S$IJ$5#+NMrUN z=8a4Rm65hr-?qWJxB3w-KxvtytuSif&O{dYVm^zfC;BTstwRyzh{}L7b&;D(oJ5NH zql^3Fa7(7W4wCV_J=EG=7ZJBJo#Rod_dx?CR-qnqiBjdO4x?z%{0-8I3Ztn_zh(V5 zL^UZX1J*q3h@@8XC6?hqwRuY=c~S$2h;|FRT=dq zBP(Sf?#=DC^iiU9z&9rUG)z*35%GTg>r~QDvqh=xt?enG3FVu*ezi!ZK&ng>tGX$% zH@9u+hW6Xee^p&C{d5M$AIm&GBV}3iGA}{)jNeY>a^V3d&u>ZiYhJL>xDb7d;KYzc zyMj9M(JFBaQJvOT0vTd;DW6UJ`?U&xzA5v_>t){(fE8{P?#zErBFsFOdT=)yDjEqim$dRfAL|wNcyV-xtvO_fRS|wu8Gk4 z#hYx|c;Z{C-_+&AlS@6o2(Ym~Fx&fU5j7*E41ZI1PLKAHq_ar8sw=4bSRH9TI&3KV z7B~Lc52V2u=<@?5dGhUiGX()YD!wU_j{bdt*}&WHx&qTqmqVTMgMNC_L~zdJNTzWw zWb!5Y9W=?jrl1-$7{*IkzFC9D-bJWHZTAAC~MLJ3Trv~Gc+{3lX@ED z@*%#aNHrSlwYhsQm^~sCrsK_Z1#s-T;H<}|d(G^oyUjs$8&L9t74|o)ObGZ2GVAVz z>~e6ApE|kU#7$QiLF^%Vy$9(!14~E#FE%shZpt=wQ)mgk|3SnS0(UwvGinAATr1Gj zqiKBy+_|I(aswY-+y4m;IPI7FiRSEe^e_`^Cx+4oq#PJTCtV7uHbIFm|=$zIjwJZ6r}v&j!EqXZC<{cf`SdrL9Rxyfy42# zl7sMfaPEFJl$;gJl|9DP*mV8jo0AUSe5{ZHk@+f%TPw{hSK|r_yCBGktu9mWEtgSv zK=?9nz}_01+um(~*I?YXt6Xt(JpdXx6gP7$fOH+iD1K|xc99!iUEjxY0xuJ}c8a~dUN5Jw)6I8h5g6&_thp{=JQ`pXNS$C(g-sFO>4 zdkAZ4yhO&EGtTvj+SJ^u8Zt~$Eof8gsDC9cme5!t0%kXxwYC0=b5|BL6mFK$zu?m!j) zplyE|^oOl%7~`44T;NwMOkhSspo=UO(1H`*KMCI3ND;8VZA$8B89 zZ{9A8zGrdv=#$(Q$xYbrXk?S#d%WU-+lF#Tp~q)l-R;lDYV86AEI)P;7{TePeNZU*u_)3n|}Dm(8MWOgQ`(&HSdp{~z1^sTpif@G2w^Vb%+G0Y2G5YDj1>fvJy1 z5UN{8hu}ErF;~RSP0MLBxZCHZ;yi}r%(}!%K@(%_{Ckm8y0#qTRe4lQmefs`(F-eD z*O#KhQ?5Dz<#}eTkuuT(}ysB9{*~OO{QM#7M2Z}cuRO|781d>aZ5PYg&54-Rf z#jRnoixtyFQhM*JEx|Nux%OTX8hi&vsseFetw!qTN$%ti{EDUxJ(&-3{!CP>FiDYJ zjMa$pZw&#PH}Cl!t1)A6(l+dnGv!4$<@h}2)rN!*M6#dox~S&|ADzHBf0>_k>4ziUtiz`OIEk?zJV?;*p#n)VO&3lIjfq4dcmyi9sJP^eh?SER`U>IY- z*&cVtByX77aJu&|%HnOi;6*LS0m^nX>-*PeCTqOh;}fI#_LA-`@v}9~i3oHx`-25V zV6jBF=^0SBdTc)E@#m&HReXLxN3A_&@;#AS3X#xfK6-;Q{I~78JJX}1-pxeljhNBR zU49j~X*((?T#|I>hMSQ|@lhy7Nky9WnTlcZXRVazIRC{Z)Va0XE1F+K09rRO96*? z9o>jZwj43u=O#9+OYzpE;USu={a;fA&zIvxnkd;gG=B*#hXQHbQ$H|(inZkTv_yE{ zw-vT2ek9nGscFPX&vKRJXiP!Eq4p-g_G`9y-}5^!GU^}o{bhuGnjA?VQP$y&)*bz% z*OvT=3v{1%BNX5xNKIM=PZL41MYzx(mL)k&>J0@Dr(xOQ&cQ0KQQAOR6(QztYsfq;J~{?Vk;)rsbcou1G z_J5NXyua4ooC%C%(m7KlS|bJb+Z&ZH4_zO`(jL_U^O{r5kc;{Du;i_o0kDskIs3m7 zPAnEBv~GvbpGD2+%{GlfeY~Wsdc}QMjZQh%bSEy2VA+98K4U78Qsm{vDq zJkNTzDKSI;met%;$Ru&Zd>a?jdb-Njy6DwoB=dCjxCf45-%foh;-cL4NP;S;R| z=6MYub1U3GJJnPse3m5}#Nd1A3jp3B+GCWOeopUKF7@@nPN~0j`JGIvGzOdewrf zC#P)6;y7n=&&kT3WXGOwCU|~r24#GJngP?pIJj*`oRCY2gE$-C^(y~|{O>+g)w|6D zv#6?wuT6!`o6`BR_4?1Lj zyNeHaRq|$o3i%hWm$oeI6R5^{XD{)Ol-o#G$>vktPXcG;*0qGJcONJd$3d`322W`p zV#bk2fAay;vV^q%N(^JSRq&&?+5p{)9fo!F@F&-mk~M$42_wyb*CrPjTnXFXnfivk}4E!232t?{e_#=GcPh;LykqU#&wn7O}ES# z`P?sf@hd||!36VY8{W}@`jt2v_G$7?<%R08yB{Whfc->%o?*O&n551&zhqD9J@&^0 zYSZx6(#Msb4NCYQ;-99INs{|hCR)GU{v$j|Mfsg^ZmEBMoJyt>|5XK&W&MKm5JXJ_3zp~<0|;f z)|XaThVb9zFn)@HViIkjoYry=v^`v(*wbkzaK9(I?b+xfTs2hSOK1L@;g4bM7{Z8Al>Mt85w z5zM9(>-_jf&L>Z_!uusVpJyz7?MwzQ;lleG@7)k?WBL&tNg2;&)dqoqMaqS_I9hXV zW$K-o)5>S3kpbFSDSND2R_bYq!PF#g--7=l=T8X#A5ZTd&gA3A|0fll9Ev1|>6{cv za+*1oiU=Xc73Gk3Bo@Oqp-5OIQDGrDTS#)+D#y^4<8oXq#>R%7Y_siqe}2F3^}R0t zxm=fvUHAPuJYSDTP4?<}VNO_o*tuG$cX4*aZ;N!|=u%x_(kOiFYZPI0&^P_@ILS}? zZTec2Vc6-m*!xBS9}zD?e1f;i6jo|(AFWJbkj$(!IKUD!8W)&;>X9fz#S4o%a_jS4 z^e)BxHHZ&f{nkdylIn>M z&l2Ua0Ak07-rZQ9my(z-MmG%n(Br;{SgVqHZ1DmKF?^e+cF!Qp>sk>lsF!qb@n7kQNo%srU89vZv!tTg>0Ur?$<9nyq(^sN_(?CuqpBliNe;!0t& zCX8QYr(wu0OF5QS{}dNqfjG}98&WYBT!`!(vZgnj6N5in{c_iY$^F0#H4vkGa|*$Y ztAI{k5F8r+ALlRR9!&B@;A@5!+%0YW!Yh+eKn(gtJp9ekaLaMj zH=wWY$;?2t;#;2C;iU=zrOKC0wxGlnBL&vSN;`{9S4R&wUs3VR4pL}l%-4b}*NtQ) z%V8V-&J@^GNuR@FO$v9y22LyAV6PcN<8*ZI*WBBm4CSpZ92c2$$1KsTd(Uw)Gdq)% zB=la=%{jA~2+duq|FY8JQfC1}n)c$BWcj3A1MS7l$r#~a685WAy(qA7P5mUXa8zbS z_=2rjF8StlEa4J7bC~o3NSc6?a_K;ilaN)DVsF%*oifwQltr^1B-em|u=Lu(@!|}5 z?|{sK=73k2T1}!#KuP;5O=6TSxh#mQ;2ODc3g!o}A1lLvV%8oNWPdz71jTxl!}kg* zT-(SL0Q-y^^AVa=D+}@N9Y?4FR2|G+Ja?*5>|M&liz4| z0l~13U@)BY@iMN%b4J=?@$-o6?f+5-{tG>jx;w$xNb{;QFpS=p3g7gDXPKvyS$d;; zulA@+2YhxyiDLd{aKqji6cjbZSEBGuE|~ibBK7ET3e=HGZNWr_5}j|C##(hx+ik@l*vSKfleKA1`AI$A zZWwsQe7#tUAZdsv;7uW%ZPr1Yc-o381~D-iq^=Q9t9(Zk_p{%mXhIOhImB2FV2Mc9 zlemC!5xj@TKSCh2RawmXX&6OZwxK$x{l*R*wkAh?sjtUKmfP6hRPsJL1jD5UAyPyqFRxr{Ol)t;E|t zCyc{H{(VJ^>{F%iZoS|U1xuwYfoLlRa=)__FVfZUQ3+RdJ%1)lK1Kq5L_kS#Vx25O z@h6^#Z&|8Lk*0mfgXn?IV3juuLPiq!HJZOuB>O&PYH?i+-a|sS#`~3Nd?M4f0D@BW zt@;2rCtxZ;EPn_OYk(@SaL8}1=XcydM~U(k&**6h8ZsEnF0FRKA!9bKz`rT4yV zB(0d8;k7EC0hsx_itrO#m+TZEqmHWyWj1lk_$jw={QhiFe&hs9cnyZaBiK^ZCHYA9RSkQR_1wRs*=x|Q9? zkwQczv70Z$gs0v^8Q1Xfnk#V44wHb=fq#DS9^WEK1(uO692525PG}mgTUs!5ne$V- zQ~HO6la74Qut!h>V=HG$d718IDQPV+l_LFCWpqU$Gbi>*3buh7AJ9+1&b z@*2^PhYeGaC-%DF=d4FhUnS*`#3xS_9Jhu*-CV$K*0iSP+5*)}uqjXnxUvuy`XttG z7o1UEOsA)S8!bR}k^?Ej2U7(`qev_E(bO$Q1F=^*aSDjBQ~y{tks{n<2H6Y#Up352 zM{n^U)vkH;m+WHFJ!`(_B~gPL&T`>P@!F8~ZD{m%KC-xSwa>TZACiltP zp}|$>xtUzr!$ZT9avbEb51@^*b*IO9dO^w-vJ$gWL7x1go{F_VatDDt`T^v#dyLq4 zT>@4V?d$;FmU`hG;?0p5okLvLN2z$cg}=|^!_(C7sUmOiZ1d4WK!_!kT2QCRbJq38 z4IUC$@>8k)3b1O00kqD=*n-qtbgv@DzVhPmPT4j$67H_8>G6d~g-CvRDy!%<*X{T$ zztXQG9F${1$xp7 zAWzlkVDU6EMLP}w)>!2ZzM`$>_h~NEvHPoKe+baL%nJaK#vH7_T>@AIQ9NUUFVKW2 zhD+H^k*PPxiJ6h5pNb)A#s%-vOh>l@Yru8YTskR}uU)~h0yFnTf~iWbkhBoY%^JKJ z*Dj(PzS$ac^fUftrr^Zfy5^_Pv)a@chHfcr=v9ycWJ?jg*NmW}0J;8spj5|%rqBVF zif~-7q?l~B#kh}(PFB{qz4AEYfzE`X1_z=;jkzILmnqua)O0UE-1mhdX)LGzk>CB< z&!!tlW{DpCUS{u>xw$O4H*^sLw-gTU19wp9%3wR!5F7V+O_)Ep6xC)NYo+`}|X;rhDqqh1( zc8xY~7eUJ7ef0_Lj58gto$vTC zmWZW)tVDWNc)X^)J(}NtpFO8K*y+&CYaJ6nyb&*|V*~AF#(E>ajAG{4;wz@P)dGTZ zfmOei0(Gv*k=UNeyfAMDELK?yo9*zP@98S0gz^hCOlL1?PdATl|B9!+D4)!n4;Gcs zD(BLIN=7}kML=2e1dLiud0Aq~^uNWIq$Z*b)JF=HU) zG7)0dxcj_LLG_^I{9FXEK5vMMyo3QgWIsMUIMa{eWyX(lZS zHMNRZJv1Fg1w^&3;adR+@{vGwtu+8*_pYl-I<>V;sSkjwlFtU>8wO3Q1LoC|v8CN$ z%%cU60{mAhye0(XipuwgU|`PRsVIDbpf%hAKCFc7Xd!| z5t{yNaU#o~0Pw>qwe>~Eb>>at0{h{ThgA}gN~9wZT~6BC43gE*O<&Y`7C^v6`_qD( zXtjqvViR(qHyOg?%P3eC&q<%teC#8rI%Cm^9?+I^RxJPjR*`@rQf>PMzpmFFmz(Rt z55^T~JD+`g>s&y(`RzWx4{=fZkUJ*}F6CXLmmBl^orzaX`pg+pDl4WxeI*m^wWr<30q+`)*TKqhB}e=S?P(m&*QaCMfiUOYIkf2E8K7deASLph4o2&^cN$M> z-uShDw<)Z+d9}g7jW%+r6lyrMC@(9yTQcOg;v08n{rJvZf4+%F&WH73M|Up;Z%eYk z`Nb-y8jtGNe32P7oW3QYse!)8AE4!3>?$#vFbu0=z3cH?3F-3~it6G#jS|SeUKo$k z`1*U-mS@Uks-Mr|2I_7BBbL(Q2*UH1;V^w1rnb%Bs94lg(lR@8IG?{*NRL$w4}|v9 z?|nw|xNh+R8Y?H`*XUd(BYf%3wq57AAxQS)?-!3eC|k82B|O9)0RBWrLqE^11)6fQ zYreMBwHrZ#o;aO<8;7u_@K;Z(UF_oHZ!f1SV{EAoq$Y#($9Zp@emRte1=3nQd%Jzc zvJRT}dx-ZPpnGZ=43!f*yFx6`;oIMOzsosM!?c(2?6rTrA%kxnTr~c}O#v8vBTesr zuE^Z)pWn(0Ds}DtORZr}j4x`--00^v30z+uzOzZ*Axk5_|~DuCo40ICTvj$&iC6?&c02r+i8{_t{4zV z&+CgeOGjy^@Ur#Y8#ZMdcr~e@dJ0j>8l(1iQux6kpTGPrEN&NwTiTl!=Ff;F_jA#j za&&CYz+lAYWPBSZ{`YNCE4GGCy_TY9HZ0nd!bf)A+K^HEwJ~|HtDSUgmpbE`q*$F6 znci*+qFzJqy$vm+CYDt;YH$lfnjuAdhq1IJkPY!Tn*?5R0V4Fp(2ZZYwTXUbx8TJgt3s z^h0)E6ZchLlhh%cQ_IrMYF`?#GlF*o&s0rxm58*Wc8I;ICtiKgT@GUoVpM#&?;Lf7 z7lM3ABkQX@i*wC@g(EtrdAWuqUOYPua0lA&ARaXeKlMR29rDv+{~nqHFP2jumFXx% z(C=*YtsYg?n%(NJnNWtA*5!A&kuE(gTy%^at-iL34G0QXcV{ z0iv9h1Z1?RG!Wpw?&Jf)!U$dJPqno6EjfrYzQlJ6F3|9%syHY9maBpF#~1T{nnu@& zgB2AbL*VR=(gJK>gRqQWsdGAEGj?LyH$AKuh@P&qYsC72Tt4! zWt2TuxZo%gkH`;0>gK4VK3wb1IY_N%#CRb14A&u>m?80fS!?d`km(-JtI*}OOrmkl z({jyuaVZ~2hu0`^e7HjdxL9C8eSj;-(bW68B$MNY;SYM_Hd+sv`?-m0?4i*y!c}D<^$3xC_%{kzN*`)z7AP>P zqrabp{Rw~?7g3WMSy&=EwqGw58Qov(h*~LgRcJPuskKNb12n9Xyl&is@5KyVZ8Tq# zR~wqvej1GsN23wz(VgX~P8uqlCcQ~|J?0hL6I&8LYM$Df)MFolLFTNMw+rJ1toKfB z9~Q+|Aj@S{%u2y$e6thE@{i0RCoQ%|J9S#tUvmTybezr~`WDox#?L$c3n3tNQ8lFx zLGK|LHd?fg`NZZ}KPv8Tq$Yl$o}5soqR_m#7Mu7xTm}>QDQOm{A2n{HWccKPAPd?F zlqtd&I0MsRJODZqX3L;#*Ic3yQ3Y1&V3S$YC&EcupT;sWwA-(Op zFdVZXDsm%}7~A_?bJ`6@)y`yPlN=UfYnPz2k(ojCW;Y16L#CG)JC#!mp1zV^A3I{oDWf3hMzaluB5TXwH5sD&2V zvN3kBCHl&7j1FE)aJzCXYgoQ~=Ja?7V+kRnjxo8c38TJ+{z@J26h4J!D1~)Yl7ob{8QqIKaMb-}~ zBHrlcG-yW|6X^A|Pya1&Gr4I|rurN0B}FfK&A?XEE!o=@_}IPIu;^`{@qXWM&K5Td z)V2&;q#|gw3C&0cs^K~D*uH}bV#6I@$%fl+V4U_>Z#-#``{RV!J}fWIpcA+CLy49E zs~xm27%4M6^C!Vn4Rjyk@XB0!%;W;nX@ob#7F8uQ|CC*i`}M<;St-R~`B}DA4@aIq zA?K}(xhExT4{8oe8ThBjxE>z~6CDKB>EBF&ry}!JW4jbx+7@K8=RR>Aa+3_+_sP+5 zVIymeo;NFSwL~QSX#s#0JEiDrbqt~h7`t_;#b^#N>L!+<->p&I0mf+uMDT87v$N4& z*E~8hO?2kUYLlxgEl7LZ;CLr5uSuI>r>f08xbhHczY1r$R8{h|2^n{^yQ1M~apMp2 z>(7=TKhoVxZ{R~+tFk!Sqr{YEWHE#M${&Gv>)&c&AE7t(&VL$zrCbaX%_vcSEGp4C z4r!|v?`Gp6IkOvIKj8KH&>Kp^E*PH|mxkY~vryS%etuF~HpY#WDo=21wM&3=y3xL7=M9;My3J9UfD*ONZ{M#i`h)M+Saqy|@ItgN$7xZm6%e9kS=?W!&IZ9-_fv zAIN~^1QyU?9_HF1+GPvk+fG(|UApGOyI92o^H&iayg64>$>+6L{n_cY&<+H*V)nib zy!G&W{7Hq#Y2{~4)G0MrJNd2(NiP4=vqfl0u4(x`7BA(1z7Y8^DQNt`^FN38oq&?2% zOG)s^vv{#@`zxfT| zl{VW-J^JnZJvnwuEhyo)M(RdFkA&%T~_K}|l126DOERmPyJtnE>9g(^;inIy zdXME1?_|p;u&B6X&UM{FP0i<^xjBne{&lNWZ0>;FgX&vg3MCN}D<^RAm|I=U0z3O#5@B$r~cBAV0Uh7x?;sdQ;+Kla~`;h0c`$94g zp=qA72=_}l*4@c{aq6s1zoXo(Yd_y8d6wJCjd5|!H5?+(z<|jT{{QL=u{k!dyScR< z&d7MZ`nZ#Slb?ixU;)I1y42hqV6t%%N)YbREtv- zZ;XpSjl|3g1~K2HN_oS70>M$RwcqiS-x*lrzp3o1*7)iiEJu7V?>@En{NERG_BgpO z{R?Nn7_FFk)kmIRqb{-v|h zeeAHhZSknvEbnMl))&2CQPaSWG5PVcIp4PJ>j~>@@LpYVM{@TE#T_2x9cY<&aDD)o(?T%=NYNyuv%x81$%ugc^H+BLy~yn5e}SA$(Wipj_Qm(@*gW3N5d8>7 zM+>dtTU5UI#jV=UQQogU?%+RtuR-sVNaB0G3Q3x!-?(2^6^l>TGs*~Y*WuugM2#Wb zaV1g+r5dVx0PbbFKAL-HyO8jQ+p%tjCz&9x6`-!SA@!%*VuyF;C=uNPfO-8G=@pvZ zm6;I;c0UqPTvEc@lFCvxWK>5i++E$m@;+px@%o(KV#G=6zG4l$bqJ++-wm(Ch!4lh zid)jT)LG@dV2_e5MCZ=nJ9=ezH(HK<0=9xT*kKg(GnUyfzzPW*2ILwlG_@@1@h`#e zMGU7iehLC9$E^`g{ z=c~3`t&}WuQ}xEv&NTUC@%JaAC+znuwH&RWyHNHTq#zovwDNdb>oSbP^x)x<8HMM5iYm75Pj3z3kTSP%*Bqz0-@ zE_hKxIJV$Qy-sCq=Q2ySh?eUH1|O`XMNE!)?Z$?PLMtfD!A_>YXY~mE`Rm(|zGLOx zEiZ>JJU#+@@!|te1cLz9w=t>xGIwVxD>1d+`6Xi1_^0R{jT+b`U)Sg!{^oZ4a>g-= zvsTpL*uq<_=3{TLVV7y|?Ow8qaw5i@9_I^=mbXx|hCAh^Tw(M7YZm-$5lx1+_MW-Z>nLM^tE@3uYb zC6^o#(I33z;EFhw>?y-Jdh@LC^iNarZ{!6HZk&E`!&T8>m(byFNY~}lX9YPCUo~Yd zTH0q?H@(pNgf%>n%5p!Wxj*iU`_UAU$7Q<;paIcXWz9riRmcno9eu2@>^pax% z)ynY0g>V>e7E=xnZb&YVhu5{kHy5Elp1_f^^%RHQq?x24@ORGP>n^VO7`0SMe+{J)@=JUKo%eKws}FMoPSJ0ub-IYpdG_W> zzda3e_?3%wy1b@I6aWd-!U12mdMRf*^&J2%fAj9>asvf~ppIY;2vE`=nqckd z8v#DkNq(?JnE+pc5EvkgZvosa&YU+NVB#9$)W6kfk6}t%O|BhEZ)TOL6%|`=m!G}% zRbF=L6*m`Sp-O%Geh@6!E=%4rlcEJ^QN)dLd7wMsU*-W<%@k5`TO-Jqcx9A2O{%>K zntvJ#)44m9mWF@X4c}RW)Y{nFpF!jfCTwafm{jy|${dGnTUbTP z6hZA`*?4D7>hykeWOQqHlm0+4*>SB*qOFOTy*d~9WHg`ZT>7G0>`AM&aKB_!2^LJB z?8IM;^`Wk|-AgKv*fvl9TNQylVB?j|OC!j*5~CF~FLIF{iWbM%uA+)z#1PE0-k{5v z$of}Aq$3N4Wx;DqAyxEViSgz$^+a#sq>L>f{A|n6vtYw9%av3CKQBod!EL{Z zL7X3^w(e&P8C?{{0zZn%Uow#QgmAJ;sHOa>o$K9*_8`15gf6au{$9)bfB=Wu>yqM{0u+h>mB7azT6oZSuEcE5UE$}r| zB+KOZm2DL^-3ePw&HZcNhbMMLtg&DZjZ$Y$8Sd1}G`pZV(@>yt^X>q*ckfLsYAH zd>!~NSbD%nOQ4oq@Y-IcuR*e-6K@UQtS|4rjV;L*2=AIpoDg9dT;U}QRP8s@!abi< zUPFI{-(4}WZBZ_nVRSNF4KS;v<4=pq6*}_%DE%g$zpSUVA>Sb~H~OpobEH{IVC2E+ zciVtVAr3n=6NcdD?Rl7!IH!_{>On z@5>>S@8i^6)KjE!-I_Vmjx=!TW&zbmiuyygU-7 z6_+5bs4ZL~EE)fy$VeZMpQL1=GIt zTn`0P=>dzj!vf9JR`%2VC`qc=RI5lVbE4ppqA>D)2e@tjs^58QdPe#JsQB=-TGxd< zgT03Yo&QqFDh^M}va|*9?jHmII2SNJ7jW$Zs~wSE@3 z^ZiZPT#Y|dB)4xdPv~R$B0zm3O_3ZQzayZGGS;sbVw8Qve?!Qv6|9H(;VFQ;wIGn6m%TGenvIN8RdEmR|>eN+FCElxr&_|KOH_qVD%Tf`m> zn0B@A%xi4yWZNqU?4ONE8oP(#s>P4Tz~+IdR~hi>2l_BSN4k4PInPU+3-2Dr;t&of z8E3MbsZnY?EPYO9yfn1GIr>>SD=ZEBZj`RcYOBc^{gv*?oUYw43d|Rr2zTmcuLk*Z zm*3|KG}T>E#BMh0pgy%@C6_sL_!Y^yb{eo!2zCA!eu=+8Pk*{-0FV;`lzAU=1+j-e zVuC{O<-qAVfBiMVz++H&ZgE8P0@38Ufzy=m#WHApWyg)v9 z#k{I7kwiuI$5FoIB0nGgNMxkJp<~quUI%blDtc(yZ2BH%#imP*$alo;`HCHSe-?TP z;MFa83=Vmu@t)6GsMn+9D?xIVPMKYKuH6BIECYSvYMp>a%0+q~>5QFzRpgYoQc?sE z;w{r4*G^pkohtBeJ?i2^omXP^HGcSG(O9w|6QYfyekhGWYrpds_m#wipT?3s>{sJQ zTx0QDfs7*{^Ggb&k8IXL-rtW?p*+<8P-Ja(X!rQl!bzX-c|2tATBO?~U zSBk0mgaDl}XyIJ{L~rk7eV_8yeW-bRi8o!Y|Mwe4(jygWc;b!vfB(H4spBb7{&XMU z90-h$Tuy9xq82)x_h$E((7cfc$*T^Bn2RsEP$fzz*Fk7?%wVgj|(hREYZe%-;ult%#eEcB_tO-EVAkJo-5vod%$KLNDG{T_y=!8>Y`u z>W6~l3rb?@GLD+pQ@C-;1(B!t zbi)Ded3VVqU~21qdM6>}wYHe(mZJAclHK*j9pItK#7ta;l~(ENs*W<-Bnv)JRmok{ z4Q$KY=GZYPQF;G8VN0Vn(JcMW@_XTRGA7-<=I~$gf5p;W@>P>JHOy9|7Nvax z)HKdrWId>SgwKRm4OlJ9_z4eE)|~^w8jiMSsvgf@_`2u6FZgyg>!MD(FekgQGEGuJ zbMJ2%pOq47&p11k0OD?UG=FOj745aNsGu>fKR}gIYw>{a+K>yWJKfOQ9qGPS766RE z3;WD6&`uib2FAb6Z(gpQa7jN_DSltl;&KPg-}FL$$~wEoyKZL zGKlXILJvS2Fy|=btEmlOT1_ossG}I^9n){86Tr&>jgh+oe8=yK9%{0NJA-E$8G)a_ z;P^*7C26ZXLW=dLyzP5!^S?D_mKw&41V|o@$`xDf3^fX#nP$J8mA)sG(~6%l?A-qL zlwRU72^*QF^55OZn+Aez-rO2LRSasa5j=9o&5O)w#dzA5B8D`WyKIR@=wGAnb}x7m zJFFO7Cyp(fMYR|EJyH9`_0wFeMFU9d@Yp5Ht^l{aTI=4+1qPPuM^lkoJn|a1>Azjh zL)ydlSGHyhMgHZLyPrWL*S-`cj~|T&9;(E5`+Q^JHuS;@_bX_^l{DD3ZD1g z)Zx|i@sqfxgWt_GMS(BvETjf<{$}UZKmN<*B6=O&amRH)S=mksBBRb?yrVPO!MQ+u za4PBbbpI*Jz`gPdo`an0B1DBCyn=1`tC)N>t7h6z{BrdDzf+tEAI?=^9am9lK*$F` zOQo73|5^h6I^1V|zzA^Ecs+Ve2V+8~luf%&b~bonpg|k!QHQYKzV__FjTB4n@r>;r zR>(h8)kD+q^JVN9m({%0g`Gie=$*8dor97s7(QW*KN*EVwEPa5QsMU>PlfOLfwnT6 z|4%{q=!Q{u5P2RbwgEy4iBRfjx&Cy>^zY1lKiyP7U2tbEgmBvx5Y2uO{{+Jq3W&(9g~b^VAq2`1xKmH9crvd-M7OeL zC#%3=ZtB2|`}t1q1=sKi1cBlU5ee}SShF3+Vxc}TD^iFP zhJUHFtxH+Qqn)U#rv z!oJ0+$zpm(a6qBk0i1)9!>(;;$?f`4YT5q|+_`fW((D}jQ~nQDYo6RFC1kZEh?CdXPpmiEG5?h)TRa29piW|}zhWZ1s@Id4q&AbrG_n3RgO z>)BxMctgS+6fJPBF&`gfM%!4^!h(As@rQ30Jb9c4IvmA#aZsdhvx-x8iKcMi3LJH8 zq~kSp1DnxX?w5eq-)&SNoe4?o88qODw1jjp}s?vF}-o zlhh1PE51CY11D8T+@r|3cCrYaL?S008kKNU5nGEiwdN<6y|7WXZ9v7E*t0X0H+fc( zNxbtpOceq2HN6*G8>kXl%{Z4mc;hfUZ=FHM1KQM)pSLq_WCFZQG)rEx4M0 zNRl$`{+7zR{d`ol2H?lEzfj~rF7j2e#Gs3@PS-ZF4o}hDh#`syjpXSd+a;!|K-ixe z8T*>{PGi8LPPscpQMjpN@{QVn-TX;3ZZ=vGv0yL~SHAYukq^akjBMFIGZdM(_@;WP zO>eMZK!p7c2(phy+ja13?FEyiV2w0mywioHp=VyaC%_KjJ5oFQJ@J*(3YfRRqjjk* zQKz@iuUmXa03%dM#-2Q#UwhaTyS+=oAL;@sLA}fKRXa>>{!`}h2RAUTCc}$O>VlyX zb-}{bOwK9BIlDZ;XoO!*`i6*{%@8O=h;knS0kdC2rN>C7j5QR3TMO0z~>(< zJxft%zPk#mIiCp;Cl@rypc9cW3ezcJ~^@h{PwSsO3Q4z879$mTK~*H0FForWPPBf=y=(LUC*$ z!OJS?4tK+DUi@H541d5b{56hx29fc140A(Rt+U-1k?+{THUe~EA?a~iWJ|H$eY8&i^jO=VhIz3?9 zC`8`E3vS}0cv?A9NVe5LS= z@h6;)zanLMNj|KxD%arS5rl#W_G;ufHF1b%Z7N{`!{=V%Q9Jxr{o{IOxFDZVmdCKX zM-)!Yze{>nw9{5IEd32sL8yW@Ic~Kc@iZ5vt?EiD@t-!Z?`~zjdRm_KpcW^O<{+Z` zP4f5D<8`{LsOI`GAH$F2k}mcI1zy#4VBT6Y(jX6Ptb1%Sa&evp^R1QTtkTX_`Hvw8 z1@hs91(KIOORmTd7!X?PH7KE$a{>3EU&3#x)D6ckrN;F90yn)kwe3 zX=AAB?37VcGNl4|5`I3Prj`u)oQ*5^&Bvs}En-i8Btojip(-rg7-Sw%W8(l~zK=1z zLd+j_%2y_`^r@Ffx#DqO4h`69vY+E(7dG@3n*6+YCApCGIvT5jFa>Sa{J@eQ5VwD3 z+@HJmp#Y>jS)XI41`qrifk)&B^(>H@l&xtQchYe99f zlT>?2|1J7EIzTtiNLc=acj#9sTL+6lEYXQ!)9uT`5C^=^Ap~|fwvs(byTRN|>$C1` zvk{C{vzA{FtH}Mw|4!%493j(PK07vim^OGhY@cz2<8JWN#MkVy`S9hnR#?_>5P~9+`u~!v zxpA$IclLFwUATA_aplNFBC4Ocv|4ed}`cuG*bkod(sIH{yGLA3%*yOXH*r>5*8tL}0 ziDBe{KO5iW!bipW8kYH(AaKt05m?YCpp>U^T}~B}cpNew^q_Z}SdoD}FN& zX8&%HKi@_4sPTbkthNsAxa(6Y^g7^uuPxw^@qf{jkJag4el4l>?x(8t?Uy`ko*r25 z-Vo6lE|ZM&)4^&gJq+O;UU3@PGN608Jyh;2E?7?Wl+Z4u&9yb{eEunCN5k<4k4MZG zzZK)}!aq|$UG_^DI=HJiyW98+Cm6KuO8Mw!7L#sghd@Eh(hsjyZez(u@$Y&-4)Gx-QGwUz5Ova_# zNgP&kRffP_OqjXRR59vG)O1sqo+;0?j|6!(hyEP^`Im7Fe-g9EI*W#Xxk&Y?q^p7F zHG*@<aBKmT;T|Yh9yE;u)7BE~@Z#^zcGi(0e4bZ;%8y>ys zfzx#ls`19%8$MMq3xYF%Ropnq54e{ZAvEmjDNYaU;?_bqYp(|e8GU0A z`ggM~kLtg_SgJfegrdk#r^-NB@Ha$U!;ezD2frUP0^#gBg!Z8O09OIF>K>sO!!G18 zONCV^)xZL`Vj^F~Q)TXkz&H(r#xdi$oEO!N3t|ljD+Imtr1}1J zq_+O2bO!r&e>nc3&xCyj@vXG(&Y0^k}VjdYs*tuxb6jt((0(3&t)Br$4eD%H^i`ZlGP%AxAb> z#%A+qBNc{wD#bb9`KMo;COtpHPKdO8x?!Mm4Jp&FqY(R6N0bm5qSa!ZFK?T_t&n-*z2D)*&9=zyHJ*%=P?#bm zbUbhdJMkoa=;}dIh{{>L@s#xL(+6Q&tg#w4gt>fcT9wvqT*3+!agfD(^jsvsbOm`C zp*~>;28##x9u%Di;2N6y&t__^Nq6J{gO**xkjDo_*H5%;OG&2;jiWC0G`lICm0V0t zC!Hv6+qM)(2o4xmF17(;=RS6HxB`634>U1_Z6+&eQ#k9?^@J_4uM4uiWZ^h0%CaW3 zVUw54vTV3_6a;VgoW+0Je%{z28&GKD*)J)l(p+D0JvfMJ_4Tq9#8QeGk*xwEXj9&lH7$ z(qg6|imd;h<3Q^APARtirG=*CPpNRDlSQa!hiS#RO4#7?`hX34jd0e znyc0`a6kaWT+>s}6J@+AP7%N2N)1>%Il_)}w#M%s5*@zH>q$mx-uWC5wz)7xfA(v#DA@W(tbzV5Tx;Ha zNbcMFnsCEgZKoao==lvnj&7%{ecUiTJQHtdFynLH>=tc#qHr4uN2+#e(dLDNB>zQV?xuKGa>;bdi=5ioy?v6) zKOh@cKbmuo#fJ+nagi@SA(5}|i#%3@WuyRxcS zo$&czp>XcImtYp^Vgc*BdbRi4AjF$@L3viKLBEC~cXAN9r4UGOWWkMtaqe>_LD-)L z;iJ?sQuMzuG_uEFTFB~WNyBN(YXyH;mqz3RJ;-VL63)ty+VsqQC@cMM)hZXw8zkYQrDp8d&{1m}=5i z&E5LK!pLOa!^{rf5M6a#LtS{=&Q4>RRyHxA!5JUZcl5n2$hw*i&4czNp>bCsn!qXx$X}q}AZbPpb2gQd4b=Y+P46Dg^#8~I zcSLW+yj7CJly|8VNjckysDy-&!-}L*q&dxOQxvT_pup?!Z7?+vkhhG25BiYQk(B)G@%X^&A3|g7+Y$Laj#aT7B)?7{sromA7N&f zH+uJ-ZQ+%&T_j;5H-bD9be$<)b{$3Ip@}~U)?Y-xWq3Vn1B^Fq_XUL0VHYDHN1&N+ zJT>l)?%7<4VHq9E3lP7rgt}aHBih**ik<8XWp7?lWJ3$mdFHdy*p2kJmE_^eiD(fp9~NBctY2j}5FcC>dS+D0R$n#L|MJ#z$&ssH zNdEIufOUa_B?@vO zN6Tyh+#=A%8a)3w+Nroyn$0ZmOV|E7aYg@o8!C{0DCxG)i^bii=q!eV#)*}1a47D<|6 z_plO%H;)+`8|Ht|=`dWLz4IVB<;K;YiiQ_I#CCf3@B~2DMj%oy8cE50Cv)Kn-dTV~ zG^b%QWp&AHItSv#rU|On>SreORT>81cj=?J^XHF0Ca;jr(=8!WdDOEX6{Ols3RG2_U1=&Hst|LngSJXx#g(TuItha1e=qtVSei$h%y|K zbla89E|P@8FjBnqR49`4>96l{*H-Gu&`ItpTdVdz?yM_g-1y+Y#?{S=#-w=huUqJn zd>v8H!uYK=F3Lvx`9~MS1jhu$gKs9x4!$xde2bn;4%k5PqGIcpUFf zLX3Bv$bl^-P)V$P3%AeLrUdJ(*L5F9KPtj5FkjgLNQ3KG9B zVAAnAiL%K$B2EIi`^*@5tgftCXWf4M-q!Ni6apE)Zvy?qrf7>7FF35V zbuI<7C&!aIpBnU9{}U}}oSU_>F@-1sD-z1hGT)L3ojB<>J>*S{V}Qp)e*In6ZRl?; zo1eZkg$IgP4y0>dMvDK773CSl6<8QE4dUtCHt?TGT`wryOE)JEc~3JIVH*}s zeIi811li%b`_&UL*3aXi`%D`jlvtR?57XNWhipkY!!oCyrV_k!UetE}=c6k>?PMxB zU7x$4e1BfU9)1V_#(c=9e;Zlf2HXiBkFFU^sA63N@l&+`%HfxmjpdiGrp#t5EYUqr zT$_sxZP*EHa+2(=Sye^qhI4#_&yCNgRyM+$9+r*)-}wDX+7)TTH9du@6$0C>8205J8V?;tQ+fAEkBKI*p|gP&}Q+ifuyOzxRbD2 zV;AHacz)dZ*YE3MHGZpAtkERvI_8(kI)D$8h*1q=OlAyFv}n3FPc**APgzM@G>^vf z+|R z;F;~Uzn|)j!PTpW|21F*W(BJ#mM(e5z30WOMmkZz&gjI&%%nI9Qby1rSY@lXZpJg{ zB`dTKAz>*>wlz?%Avl$}WfLLtTclTRZ4KXn7A;i5T=dh%1vfkx^))Nw5SutgT|5|T zRLs7CQJV>k?uxj-P)R&LU})<({j2-_JxIp#Kv}33=hw7vvu^|AwU)pIhDYCRj7LK8 zB5v4t`%{ngA*F~zi5n2ZSAnxG{4`x*L z=!{gO*=&7UJ6hr>b@(n=icDM?3p5`BV@M>3yPRzx>nOTLRk?97q}ZEk-X1`={_;ShE!WBQJFVP|jxn=_j` zy{2sTk2>MFZ$F3UpMs7e(t#q_e^`X0J7H%(p1IIu6bJXDk#kP$a8SVfb#>vItWWW+ zl$3DP-xV0W^*Vf%=jkZ5`G-EO^{?6uCoDJX-FVN&q(34i$pa=!A0t#-(j{S)EqNW& z^KtsvC_Oyvj7e`EKx3lbTJbM6c~(dsiSzRxM;0&J^2W#m2gJdxUovL!e=4RYkduQ( z;jEo1v)1|Tn<+)`0Nxng2*DC$w5}8g>Ut_Hq!OX?0C{q_?WpZ~qhd(!sW zMJ-7C0AO2?@No5$5LG%*2uc#t^14#&7acXsJ z^mzEB{P7bc`CxR#s^@9pK^sZj32M^&(T;(^{W#>{{>6VRF%tcRf=+5t9Mx$GNQ6c& zj5^NI&$s%d^#U3Py(yZ>iIqBh_ZzXUb9)>vc8NfDS*GR1{nYIcI?Jpzq!x-JDk-@4E&)zzp--Q6M5HcN_0l`1t$pb}5W)10 zIb;^lpccEG@YEhcV1_qeABb(O^eLKYyvD8ZphHRl8myz{d!nDSi*~0r2uXiPfWu2E zB>ubLifOu6xdZ*t4UgK(_U<86z1Ba@b3wI0ONdnM5~Q6>4%~>;HuyxBy$UYth0auw zUw-D*9*FgU(7*0!<(U%L8U>NdnqWq{ZYQq*!V|&c1`)%9`VhhI+BjxyM41O4;4liW zgt|zL5l%^@2RiTQrGDNH#s6C_a@;xLu6>=b$G|>NYAthrIW;;}Jz>ZE9!r(;19bC+ zh9CfM^wSt?^1M*}FQ?1B%eW_~|2(YvO&f%H<)V^TFB7>JjZyKO#7}=NIV6183=^-9)!3x8UaDv=IU9gAz zKqBXOU`i{uwCj%F9CkhWr@t>sHKzBoB_DEh2JLjgJ0tq9`pImsck1gFAfwL;6=)@^ zbl3wq-phjxP*ZQQe*toWIVmHzL_XuKs;kZ)zu*mJsZ`h@yOtqxw6`i1Ws;UG0nc*6 z|7b5BsowiV^5`QFQtP&9z|2?F3|%L3dt_B zU@6q&*RHW@hr9GlYdwRew2+~|m^Mxq%aa2MzR9$P__gpRGFAn{Sk9fWmil_@m54Jl zqH_HKo{t>;FZ6xw&Q8kq#oxDE5K`Hc=t3k&$p5sptDkPxy^^WJly8CT0_4Cf#(^r> z^FC{KDyP!Egtwl`Uslo$bkm{X^C-UU=}KyAgW4l#r7B_+)?J+1P^X!1C(+ieASIk@ zVQHuZLr&boC@I5LWnb0f_Te_Yf-%=r65~F&fL2sgs&I3iB9ke60S6-vLtmRR-LLDV z#>iEhk388&H*aY^JFl$$o~*Y1>|!hNdgy^uGM98hZspb~bl8E|jcTjVBlCiNQl_?V zJk|KSvApb=RHSzWutv5sQRXx+-I)V2ZO<0u)fi#kC2X9pB$n6kYE}F;71@%T3Ri7u zlIX`D?;xIBm2M$Pcqd*<0_q&!7Io+{SkkTRjpr_6@`-uDwO3o2a#b?-P7$komZ5MT zwD^MdJmjo>L%35zDi}_6{S>YhzlkQfinN@S32|K2Bc3MmRlVk{4o&anBib#IuwDJu zH#NQdgL`jH)oR^qE=}@OdQV8`q*!f!aSnZ6NNd)iYMQUTzR^l_;u{sxWlxgJf|puL zcxUG$k?y=>@7v`&Impf~Ox~}-xOVFSVSAjo{WIC#X_T;-sqKV;T@@?j7C%KTH>L{d z*<1DdIYNfQa8TYZs^&ZSZrIi5L3LW@NXCDK#D+Z+yS;mdY|cVQH4fn=_Dstj1@Dtj z|6%)YH@s>WC(QpjBEawe2e+R7fJpD*9&UgAGr{S73^VS2!&HS{%FBwWlfL>vuZBWs z!$&78j-RRfp8N%S`q;~oB2ZolqP`{_Or8ryli?RFKZcyOt)tK*AtD61JDnPa$fR%( znbZ%jl4m59lp7`(T!osw{&!2(XRF5D+WwWbD;a93yX}$?Vw-TFE%4XJ$0d=DxYaWW z2`pGyMLMcHBgm1v2U@F7nmAV+s86fKa}w!_Y)`z{BaHUuVC_b8eDUMx>9(B$9-Hk` zy`&8doODR-r(eqODbJLQZT8&EKhl=jGs5oBm)WWaZ@r$Qq7C_e|5vEWW93b*z}f4< zL=dMPsN>bPFLG!Jrk#FhBR7G)&NTH?H{*eoz;#ZsjoMb-otDR;Tv%3I0eDpjE~|+O zC1)Y}oKcyjZ`6D<=+|vl7?N`DW4z!XJz(+?>)x}?8$pxa%6Fe_ zO>Cs7JStu}i0OE<)V4qx@Tp}g8&~(L((FSHzaRHEK@{HeCg>Ei6>x|)#e?N$yf~)E zp4QF6{_hU#_!S93*z{Od$Lz>&596$f|3UFcU-6jp}+rj;_iPfGY_|> zl4IiuS|(LnM>2NC1XOts+0qViq-4r5wh5ulVdk@WZt=VxJ@kre{l918H*3u8;#VF% zhzy)=LIBGPbZX04su?Z);Eq2)52B)4j17?#v{s`gq1CI8fz7s8@6tJhGKX@YVPbQA$PVVntPf zjkd1$(BicvUE{WfjGT?80ystg*5O;HucreF%uD>q*aphKLXsKtbW$Q@px)&~VsV0! zwufouEheT!sDC0;DZw+JWPCp<^H&KRb5i)|RYh6Nsmxz_g1~BOz>@5D1>R+-Ah%#= zn;s?IAox17{e8g?D{0t+QP-}2G_gfx$px12=+x^X^wg2=%1!O+gHw9c*vQ*1v# z;7r)c<_PoYy{E_u@%MfpUUA02@)$6522N^n&=#kUp<(n^ zX;tqXVM&-Pm0(=*+E#{J-J0c9^N^4s!)>J8X;uwhXpeo5u?{j}T`y2$oGLRomR#T? zgQCX=2U`Uh6+{w7>BN&|fpzh81E0Z;Qi5V&)BAou{(pGpwXh<*n-)j^SKVXw%;at@ z_RehW(@#H0f`qJ{v~1n3Fzrx7_UWKSq)h@lHOj1IyCqrD0leGF#>N&Tl)ENKw!v)s zBe~m%cMdPy(IPZkfY;l2VrI`#Zbv}+;hLWOjjN`T+0^L2uak`^r*abDugy0)4&(W5 zIl!*w1BCMAyes< zB-saqRGTS;7U!RA8TGlP+%6-7B2LCrH$p+ehvVh2ki;r2)ZFtf654_3Inew%UV*5p z=*+sob~(WNSC#ADNoxwPYL7Tc3lh7>lY^(6gnBq(Wwy17(`sP>(xi8%v+3rCc0}$= zYZ!TyHtF1zL_joItKcF63sFjlAw_IML>uR-8^ zcz2kMJ?E9RO7)0Qy_NCEMGyjr7NCD2hJN@MStD_f{%=0%W@~<+6$!v>Hlbii0&cW( z08a2*v7IXO^J{BiD950E9#Mi@R;AA@N65tBOp7?sxqh)AVkit|Dz2XCqxz`q?K9*g z4Q01Pfzo3vM@Yk|fm zJFi|hlTRKYpU8j>k?wGvIrb{S z>qQ)m>VPm5si3#N-Or1#I!@&COMdvFnrr!MYz5SM`w<8eUWXRN*+bDk{DcXk5%Q5F z`)fd}v?VCbzWMoID2S~DtlxqOq<^wi&1Nw#DNWsL!*t-8)T#nC@>#$j-JS z#-G@8yZC7JK7r>~LAA^wcG-5?(3#(pnF@W-MoAMGB?>*M`3AjXJrBdEM{gIBFkd<3 z{e2jb%Gqg)o%4Y)>tJxXwyl&aB~T)M@O@NJ#=*1b!RqBlQ(*yL4bDiNuRUa|s*xfw zzL85!eqgH)}>I^nnv4R|!#Y z>Ub37sn+d`{ijGTZqX}eWG{x{liM|)OAU>tqyoOf>P^6Z$GM~7WtbP#Mov@-X@0u8DXyTw#l`38&InlZHq~2^Vk3Hmy2)u z=3|f_W>;3u%OL)-R5UD(iQHdG$m2ZwX-zZWZqF7!>odmkltCPaBm>Uwi?X*T3TP~h ztUsA$fZBZxLn)+Jay@F+{Z;)4+yDIP`J#>G2b2lEUI6$>bjZJt0ukaE*+8-Tl~cNeWv^BV~O3sV>9jq+ZN@8|H2OQr6qpTy4=fUR2A^`ISt+>F~z+Q$l+HWLahg4MZQl>vwa8W8E@7T45X0DLjbnrN@K0mw z541#vItSH%7DO2wlp;4CSMjj#t1Z(+>&JK~09M7lbM8lIu%o$NHZO+4KD;5p^m4(| zhX)D*r0b`b0KeR_jG?~s9t4qbB;=O*T~w3-y*Yw(^Cus3UEud}$am@uTQ?*`6@(~N zxFO56m@f|cxpjWeg+QQU8Tym$m=@b@ZCA*9eVvM7(ABnbLVj-5>|4~VKO$uHzcC5~ z@*hhfiHS#q)$pI_!Ao?;!2ylciz7n$BOw!}vy*FgFJmH&W|19LM}V=9G8K9krUV)w zn+@^4zG+Z7JmB*3B=pCZWhtR@4A7*le;X%>-Gt|^8eUydQmNEVxM|WBv-WWmfbh~T z_67z1?*$wJJ`Firw*8{OMK9f8(vH?UNswA+CQGV_GId1InfV6ZiC$zq`PmR;G4g`A zB{3j}tv};5NtShk(Q|7#M})>Y}FLmd%_;EhYe})Xw=R z-?9hGtJn6P8cN*odMCGnjOoTAij^F+xkpEIQkUU!Y0IB zH2f$7V!hJQPrBUzC?j8`$f35kAh)G1!{j(ar@Vo9sN-Yx-q-bfA?+5?v4y`>Qa69H zOpUP!mZSFr6!O}cF@0~-sMH+EOG9k6*2hm;5PK|5Wk;G{TCM?Fr6i(YPSZ%>beszz>fQUm4WBL6w#&%2Q` zBZfA|7X9av;={iD$KB?g!MHMCd+%LCaq>`8#%%LBE(XLLwLK?R+p5XRq+B^ieVoJs zHz%#-Y~_l)l4sKmbUF;|uU3|6Xe=r?CYkW?SJqz<->ub~UTO2iybB3e>xh7+=E9V( zRtC1dD=Bb#$ChsoS(fKxD*C;^ol|dS1Vcb0gPyp5wD?UnS~EXf24qx{k=?6$xg+ex z(50OHoYdqSQw0W?S%w%_Fjf$eXCPi1jnK|pD2R3hnh82693md#I)6y;=p{Py!T&pp zrXs8DLJqgXJx}?>4-EKTOUL%x8Wmffs6WQ5bV}*846r%hX=qvWHvRmiZvvc>Flou&qqvxQ8ia zW2H=?w#ny_!G(pYp}MTDS9?C0LKIGmzpR47S@~&>DT+vn$JvPbm2ZkUXtz5hya_yv zc)piy;N$eF*8#X0gqA78VMRK~^7h|1N~J}ig+F%|*QAE_JfyW0>j!TqmMh$3PTsB< zt)4qf+i9OC8}+iyx9x|ZcWq~E4@CHHcn!hvMtZkJj^BphAiNJC9uOzi4T|z`#Jttx2n1nEg4_q(NMhdgC5(nJm2Rs6_PpK zmbK27i`_(aW@Xwdm7ea6GL;-v`KuorB-@Y3ys*qd^Va_G5xEwo)`s0;gIH4f?MFA@ zoyPJi^Fn9ZTX>Rn({f)y;39ofhI3=4uYehU=1dUGsJk6+1g@L>SNeOcdmdOy{AhGD z?9ds{TDDHw-eKNheXTt%;Ir%cJ5m1UH_^Kk0?8{s{%J+DY)m(@Nk~h9YRJN%&j7b> zWVZwCwz~X!-H7;#ATPJdPkCdcre&0q)j#m%sMGYt4C8ZtpYMuSV=w_29_mRP1f1rr{KK)EE|p_C;-9-B zS8%ugzEGUHUudG&+7t!1BM*t#C;4!XIH9DaSg|17t8de6W3Q!ncfYLH`J1&d(F+=C zj7o!6$c++$#zX4Kh`_|&3)K6MBL~0lXD&AH7uI~ge-7e!&jbowMEeE;;c+3A>a7uz zIdJgRis@6;lsk*R5B*YQU(h`(!>@KK&!OE^z)HtvB_Gv}2T zKHh`y^NPB19`OIXI!^_ExR+_R_JKaQ)*s%?dzvPE{4fpe_9ow6A#Xe|CHI4P?mer%FSE^Uusuqs3Xb?XO^bUsiH6=H09Di zE}`MS_9AmAbm_>l!Abfio4aTXVn+RRQ6g}+dj~u}j@dS|1?V3YT1*vUAZqK)6hA3vKv|)!V#Z2IbKw^V6 zxD&-N?e@!vf3Hf}EJ;#?gb<2^ew!@GKtYK#s3Cf!x43uR4G(~CvIFkfz(DA9nl2lj z%k)?@a*5~}Y~bXIBNrR`=#%butNptp{3d<0mP(i)T^$*@p4<#!+e@xZ;~;F6SX3`geSljyW11CW{}2k|&YlPWh0I*W zfPl+Q_-sKvaVseWV>U#k45+^eD9Ckb^UG+l5`?t308`c+P6pSF=)8kp7V*{K;VzTF zo+zq3cL)FX=P3R`iEe*?)3Cr#4N^m~JNP7jGitDOVHh=vI|=>7ChScWf7?zUFO1@~ z&qSe?lB0w(!%^@%_r4ls9=L7|3i(^ptFQmNDcoAn1DG3MY^N{IL`9t5lZpp?TMxb> z$8QNmJB4DaR+#E_V$XI|lksm8Q$SN(ZFul6DeWJ?U>~(se1lffE1fN4J_J;%GP_Pp@8v{#37)0KD(J4c zB){P$ygV}6sD2kr(#*Acku~pnneasxk*RTUg!}1DknA2s4eUnj%XGh-i&Iq=LQ@M0 z8OTFlI>Nm3d1W@HSpS-A5s&pol%aHk@Zt!-L1Y_)MB)0gJVy2#lB@DSt>(p%rGH8# zXEHa?KbuPSE=q%}fUSbd;^x1t4u=`43QtvugK(vb{2-q~q~}kP81d7Dy?0!DJ+>)O z2paG^aD@I{rq(I--4lm7tnm_tKgrul~N^?EuE9 zr9oMxBG6Q!pX_sVEKm>Dz+Hrw0&blkm6$`dA3C ztvRR(mOqLnK1-#m@rQQJA)c?Eb3kMi)|o|;pD&DRUja@O2S6OuyGWTCFWoEjwEr?R zI%1R5*YO<#bYCC1&FuaqLE1Fo^9Hp~H0Z3an@j&Vu(QP^0D(0iI#LnQkp>6&b5 zb#(2SI0Kl1b$Wqju;?9@s&Z@gDnmLmYF018e;-AO7RoZBW@F>_Ac|hf^3M41k zJBI-Y61y0v;2&c?8?W0(7K~V3B?Ls~pHM<;dpD zn`yC^k?<2&)5*U5=z0$=j(4}E{*NWgW)TbTObCarIQtbG?QOi)0>Qr}y<+_KXb}Y; z@y65@qR=ksX+uNWc^w6H?bA9-nv{VQ%Pxzw41P+MO-fdI= z<%@cJ+A!|jBY5Qa}b*UTtgN(M-FzoT?FK3CcVY z*biERxTDAJsRSo{Xb;fgvJ^Sfg3H|`eqrzen1kGWmCD%>12$ja=LRbsglF!Mk zXMt}&{CvcB!3~Ftumc)HzTV#<{Fm#VZ~hAWverFIIL$<%3!^^y7PuwSEBS1o8s8WT z**-%mzuNHrKJa5xVaWuZpAmel1 z(*@K#rZ1vwXEr9vRW=3~Vz?)ppmunRoOQbg@b06pj5&W5hr5Ni>l(eO1O(%zaJ8W*TxRKNC zZrn`OvCn9nb>n$*nzTc^91CLC1j~r^FRF-jfRZhtgF~KD1;M2)Va((LG4f;ph*N+E z*p?jb2w)c4kxhvDdlE|;)u15vVFhQfh$(BjgbqP)RT9MeiAJFHqy9gn?CDfwsx4Qw zZQQ>i6i<^HPG?-vicUNlg1vqvSG_~d@09hW4qxw64-)UhSY26G%zbYhYobzX{ciTG zla{W}y=-%w|1$pPM9CLC2gMWgLJ5BBCCwweRWy|y*duC4whnDhk6Z)$v%7Z|Pd3iz zmb(ncAEX=}oLqKpQ1nM}?@t-+N7=%Ae z`(?cnMTsXsK;8E%9xC03DGAa@lG6`ftzQV(*s5t0#*d0kw53@-P+|VN+#4BpA3q2dkdEe<#ed$f(2tMsk2q6^)gZZ{>VV-E=RXm27Ra zz)mxAt~l(ao~0^((akCzrn!_{4*%*PA30j@LR$hD^yVigJU(3cQ@{mHb_|{kC3z zp=srh>~QwUX8zed8ec^@bE@vRsng#i+|8!$JdM&*CTQ&Qiee@a_o7@I(n%qTi= zJtI=0x*9p8pIE*F@O1zE`P}UzTW4Zyc{lSttmEQyK7SA)6u3)few&!_E+M|y0A zts0JIB&>fCQBGuPwLP}bi=3YFoASDDD$1iEH(4Ad2tBmieoAH-4v*wtOI%f1t|GD- zytfe$DOAD@l=Vq;UuR9w`^+Ri6V=o8XWQt?=)32U9=o%twBh!X5Uz1gf$TM2(T@)h z)Z=F&pfaDrAL=nTrL)beLPy3<{;&1`75B}9!edhT1es@;=bbDM%GpFIpB>Ul%N zsc%LhSFZz30I7>E_8Ntnf3uu_y^Q*)5R+)6Q4Nhxng6J`2Uzpwd_k@H?-?=G{kGY4 zwT}|3Q78G5S+BN!vuvivd0IVQ+V3%`_~O@w=Y2=8!ks`nX6Jg*4Ks0qWXWjAcA zd3yg7!tfC9;qLT7BR;wz(~)w2F`zK8dS%QFM$qpA@U9Eso&;#mgW7!GuZYJ7`e46y zrxQZsYAwE+WbSbtrE?LoQw4!v(Il1YqvP8{42(X>KKr}E+wbS~)l?$i{i0g1$?;DB zV)NE5sQo_I(XA+9my5FQ+NK5{74#KFKL1-)bn3T9sg!~C#}LmuW~lwUC&}bp>Hhz7 zKY-0QED&bmZ9R!ElQnUu?R0-~|D(X&QdFZ)0`T5C7;bkuUUz#)nBFH?hHN3>bsXoR znTpkCi_>>i1~2k~kvOeLaTTeyu7EYH)4V(NQ1LNps7(H8uX&4$HLqCdsc68WjZh}g zKVMV1D~*A~#dKF$Ts94r9p_~pq5o%mchbUQSrdf3TbN0ZuMAM@)lmzU$eyl`!&v@= zw=_mfr@rB*mr&_1*D^MbFl$Y6MJ_MXyS^OZHXNIs3~+Ax^?ua;2(!U)MfHZr+Jeu2 z^@a;6+5)t3N@u^oES42P=wQ8Ew&(R`^R>;eR>a9!kN<{GBs%YrWrzHt7F} zy)-)Dw@hhs5~j!XY;F*HlGc_EUKybs@sUUV_PH{@^XPQVmHB>12OaWu7R`8*3k|t4 zpwVz_5!sy7U4SdYXcloi-f@hyIwG#w+|bv3H=*7@efOVmk<5?$l1Xm6k82LfSa}#A z<|=X1ZLjdZ-JEOGyaGOBdqZFH-H^*^Z%hW3SFButQDeyC3JIs==&XFK=%%UnRKTl^ z^fWmF_3M46{t{%0EduC@r@f)735Tp3v72F7SGHZ7HtSQeTo8C)+`^AQ%e7~<@uA(K z12LH9Qi1HNLNW`Bmd>_QS6|i#@jG-!YOT$=RrScc0y%mzKH)FVC7~}Y zf0^K8srn`{y={_}KkLMro1+fd}8Khf^VbQx2kD|hU1jGc{B`@d5KLs+5n zy_WjIYn%9!7*ND`jwtFc4(3F*h~t#Y89}{cyl_f7I1Mh(u~VT1Axsff0Tzgk$Q|R?bGMW8^Xb`|Xy(Z2u!ro8Q@zDY(Y_@VG_wLunnvB~xuHEFhkv zN5Puboo%ak1C9hwuEg_Q^G#CP$3~rX)*t)FbKD=cOq-N#*|io{!F767QYZX%82WOw z$z3`O%^Rk~)&<=ID(e-MKOpT18_+8NpPI`03jw50Ph;iS7N%d$rFjMiJdVNCjPSsE-uBfxGm*DnA4|5kj)jl^!or1` zGF;y0ADfG`a+pw=(LlDC0;EaXrsyiMkYt}0#GOsJclJBc`ZFX)c?4N4M+d4Q zDzqmM=ylaWr}p8`U87d%G!gv?sm353x1+VnIcV$mb)0d0IObOo)dn~@oss7mtZt7L zy*oQ2yzs=J_N_&R)03Pbv69))_88gc3p=rJU2J{v{g!%(nBH%|;~w*1_+phBU&4D@ z84vm0kdD9FhO<4C>^X95c>oWvr9#?<#OfZs-v}Oj)B!xnbJ!QS8|56wLnN}nfaEky zj=l%P_EB4No0`ik`BRCmJ%uALuxlIB?Lll_Sly6~EgtUKm1jRP!Wr;nu!vgp1ywv} z{4&-5VT)na2gcN7YJ`1gy|w#7LyeX&D?^UXOSEdTH<_!X+G|diX>o^bg^aRD-L*qz}4&q{48dVvyI4ETUJObc@G&=wftp2o=Jxhs}*su)NLfT0+$r@!spA4`scw zT6A4U9>u9yH<`y|{9+EsV>v&VpDAW|BMC>*(o_4Wz7;hfP#WzNYySC{8do-kROP`B zOj*mwi>%D0>w7E%0OuXw?ST?w)3IjK(g0w#p8(+nYVILjK_PbUmd(>Y#`-5d&65O? z^e$2q0VncJ2tte35*smXu(+i@XWBpKVLy-#RB`tCAJ9vW;syLCA&j z`3>wE$|+=91sK=3)-JCl6ub`(z7=9b8z|^KMXE{@z~k6WHsH;vIa1w!DqBZXJZ`FJ z+tfbm;wgei@>j#M_@E-n+j&!p&s1CZ8jok%#(QQBKFq981xJ`@Byb9=Ua1Ow-dU4B zF#36Btiebe`^aDj3>1>S)UQ1skxtyL%JFz)a=yB4^_VKhZ8=EQ1sQ?q;{X~W5NY#E zyXbj1jDKsTjN@t#xPk@&c++t#r&B*}XN>*xF-fNBvJWU?N0vJXE|bk>Iu`_*k|+S< zLINiUiO!V#P9zP&%{Nx8aKdf|;J-@#(Qe!? z*5Wo^=bmu_NJYn`peF`|X6ZZQoD@LxAP{<+H*|k-?`?+ZKn}^qbQuNWYdgX^b7RkW zimMp4?KxzYLnJbn{S?RXDl_0+(U3f^K>nN=>qPv~u#DvgU!y?tBZT=P<UoQ`@3q9dB`q@(v7MS~F2@}u?6 zL3(j;!t(`5?AGD-@pi#XdY6DU^mx#KzGQAntX~mt`@aw&z*f>Tcd*T7ZVXwAVGDdT z>TQ;5o#G~6{LHZU{NUnAe8;yS|j}>39cQr9&F|TN@g#c>!CK`6G{_^WZqBr$MMBoiGupl6|`XV+x_+f%Xd!;XW{$49dLh1-1%!3cP&^i zrCK3Ml9;Hv?cnE?dn;OPcsrM}U&HqUjR$%*o*t$3FIyRtY-D}tR|X}HDM7bF97c5G zs)#cY(__q*vPNLZdRNR>v=`QIM8*Yuow!pJ4anEkEJAvpH{ahRtLe z_N;cEdXxVBQB9}g- z%U<{4NU!=7&N;_&<@nvlX(Nczn*le_`bv~DoeyiBDbxp#Hg9&~jFZ`(1KXv@9VuSx zCjt?lncL^iz!1=Yt)iz>M>U*rNdxSY-1Y~HJik^%+t|-t;a3owKkhGn>p`U0GsTgN-$%daZ!i>-^g4qGMBh&=0Y1>5ZIQ6C3JeRIDm$EN)Rs=)7k!;TzgwB4v7feF#fDdFH9)`g=Ed}00x0mKGi z?DI~~!QJ1B%BSi$Pivn~MWAZ>A3b{VY}MsNX!D2hkvVtoA^*3BILirVO1_zGxE%6P zHJ?4^VYA7wlWn$rpYPxG`CXTPxOTaoW_v!Ldpz#< z+wDJVtBN}iQ1}K@8@mZ`A~-&?boxX#{1pSHGlIZW$ZeDt!^C#jKPkcOuayM1HsUKjN z?pKi;Y6TKLdxgACC^Jm9@VhKj>c`Cm=9%b+Z90RWoAvd+d>=+(H(V8Bm7fi)_ zug;9<*=e?_CE`2=ErzqS`nrC-Mx|oBo%p2cHP+!8bT&m2kk`o%T;wDLF5(}VirwhD zr8VbMWqs~cWmBph6LJFE`r@IND&Xo^>kyj@%|TK@NFKE1NN)?g-J8Ri;mPwu=kIvs z38!=!)?MjH=kJe$5y@`wBzhHBJ(P9IrWdXIWYA1?X7Nd8C`;g;7j01;MQ!_q(3+X( ztZBFKs$p9+Y^u_V3Z(pFynDiYulm(d{nxm^73cRPQset}BqNtpn82_B>;U9rpUx-< zEkWUj_xwXGQJk*})0eVDw^Bb~-y3N!WA*2Q8e>IOJKu6_doUoG!aicQQg3yI0^iH% zH`#6fby@J{9$bEGG{xpMY)G{jAB!0|{JSMs=Pk)+a}}a87CUPB`W|@uPpy!!djKo; zm%os;`#y28m=Wd$%~WKOa+Zdze#fw?8T>6D5%J4%IA2EYl0517GyWk&d*@qnLN=*i zfg#aWkY0EF1eyL5Oa8}$kAX#BQZJKxpr&5NHUX{$Gc&`fRt1b8V+noo_k?jD4bRp) z#GBYL@O4Xj`0)&=Qg15~HF;oIB8L=bq<^ja^GdCP@$yQ4{dTZq=76SB^ z&PLd9D0JlhP_$AfHfW{{21LMEOcVXp!HE?;yd{g0hNaorL`DoD)jOM@H8f$^5Y;VR zcqxKc9Lplvfg(PUb&i zo%W8-oB8M*yIkI&YeS7+{#t&S2-Xc36X=A0{Dk=>k{_-F=n#@&*(=5CNF@6gqR1@D zr%;Z!zHadX=S~wNU|6!Fv+?PYIb*P7Ff9MoG!xye!)VtU`0ABTetTKElD0}dFZxwD z8WPS+3rWEx6(Md}VaUTAyPj7%j>K;+usMK_FVF%>^NXx!Eyd?+#0FlLJ;NAb*%W$+ ziY`_KVc&Z3H`n6+cuWe8IP0&&iL9Jb@oYIXdLWR%A|CRaKaU4alGvhbv|h4>>KC}$ zZo@GJp%`;UuRmek!g&&tfT}2ip=-8ib*as8N)N@q0dqbV2RvY6vGF>vd zsZ+WVza)Ca3qMa4`H4R6gZPH?9tRH$hA*t)(q+gxxZb^$7K8>B)n-jqw+>%u6@)v( z4lgY{{1nF8b z9BS7y_nbfj$1m>zA&cKLe1qt}5Fz254=Hq0XPRjyh#1%cA5*fb5O6tspw$x1dRNC%pIVa*uq95;MCDrLFqetn4;R%iO{m^OAa4CD zIDkl9Y+g!{hdNV~3#bHwWP?gRv_KNO90#CKOLsaygUb(|S9V6TAioA-&q|1JYl(1A z`?ybd%*dcn%o0lZk~jj^@(T6*N}j#`{J$wIwJ#)p9`CE&K>u|rXWX{uhe1;(Xn{_w zkl)X@`4Y77OIT5gAiuFpb&+*ku#rF2o9dHv7!p>xI2)-{l77tX!cwZUC-k5bHPb_W zBn6(r`sZKiYI^VaY^ZAqMOeaEAYh?>sNCsBO3#(4+pO?9YexIAg&WUV=HtQ8O8I=5 z`aFvfO+ZGF8G5z0qRpm<26s}=P^sUa3=tPl(4WJJz=!oWPG$?NC(aNI-)%1BF+)an z;KK@$&&%}op!^@L<`!7TuT4BH_z30lPJxuTC)z1PgIYNiMBBC9$(W!QGk$M?&5pC} z8v6kia=(!$ZWQy8lkkVD+XDzSSIC~{;D#O?j|%qDR&XMo^jt<6Vvk0NH><$J7lc>Y zjilIRACN?PZI~ZSh1|$zkuQrBO^GAtooP`^hxB7Mw8eA}iS*a?-9%mPMEC`>7cA1n z;gHtVkN#qBQcK7cYwaOr?P7p6ir?PV-9X?j`0xkM=2KjRW3!E;A+9mr1lhJPoOkZj zW5c0!tIggk2p4($GKFI;MOOBX&szv>W7O;XP-8XR50w<#wV8;y;H0odd-2r5f=#nE z-+NKhn0zVzyBW?AnsV7lN%ZbID=R zz!_A@l$3sTAi{hgBZ>-iVF>dZvzY@{Pc{K92Jo-i0pB6NQg0z7P@|mvK=aY za1P_{VLfa=Uw!+VWnAB#$qdoG-7JY#Yt0MUl=aR0Yl&m%GXjt93|YTru}%G!_oPJL zk8}h6&jUB}2`b+5;tcFd9Txie6*+9@K&j->VuH+o3;Aajnq9cQZR@X6`z-v80x0Ft zy1ekr7S`+g@lai-`@Op^-KQBn@6&trJI|;RINr?wh#{2rV2gNjGGNVw82d%|0z!VEI|J(9sa*Oybf1_}1@0Jnu#C!i8yeb^qGNPPVW4rdV)l%+1sh;Q@Tc)bg zI(n(khU3)Npm&7;?&I1q6%(nWZcx?{l0GzYWKaUWc!jDCSedbEGZJZ1>i=yXUqpv_ z4r{iTyLP#zBu8_mwSUK*bIUGQc(FY}KRGt#-C@^V*Gg0j0vw9thqmlFv%Br@#Em;O z{!u&jr0dL+pU;kxm>ih;rL^T`k^w1kRSnL`VwkiAgJgz!aHR@RU~L6f9I z_3_uw{aos01ze2j4NY_M_;%$_7$rhbU;kR^hj1H3%Ayyi>2e1jA*ucx=X`Sa)_Z?w zHx7Qh_a*);usd3S|1QkS%QNmkjZRv$R<01V)s87KZkC>2yuE&Ryp8{RtYfe@Y>+G5 z4QBpRr@VIkY{bzZ7+SkN@X!J6(&nUygTa$a9pmhlXTQFFWDoq_@mkkx@s4ln+Qfxr zjMa4n-CFe{saB97Hu{|CA(U=dy5kwPslM~kBqHXs;v&Mjo;&bcCZ1C22uwKsPI)h` zQ6Me;+#x*Xg5Rt4=5$O*@=8KVtJ0&rMyX?8d99tP7+jR;jpCUY-%#rkWa{aN_YaAu zuc12dr#x{s<>voJUp!S)-Xg$M5O5_pYWBi_+VT8ao-DGI(2C#2O7W% zW2=FmypE$w5-68->(nluD2UUA3wFP_(Zk9nJTu6T#pyvK10S($9Qni|b33Qb)62RP z{!@!FTutqCu=WS4nV{C8_0F+8_lbRORHLCLiw<2UG|9V)G4)(6XOA=N2Pw)q+S>p! zSBVAh4QZYS?{NZO8(#~Yi_GTLk6k@|piz1aL-xni^#|SA%d4(EN(nIe$;+(of7mr@ zm(NIEy>i$3eY3a5$9<7V-v9@6cG$SGkx-ntZ%n>(m))76BvU#a_cM12wT(xg>c?Q-n%cid@X0;`B_WR_I zquF@X6n0@4`aJ(*G2g^6y?cOuD_{O@HS9nfcGI=-khN2B*s$TCg?#ldUN!&ufyl16 zCf;K1aE>n2UtoJ3Nk7Wxp5oI_4cA^nRXx|UTf6W+%+JU#Va~8YApdc7pfF_e+U0N| zVV8Mw%X;q(e_N);Iz05rhf#~6Q_1EvkxZ-K^J|&)V`mLV6+u7@5(6L=<7|wmlfIod zu(IF(kejZ_Hy4G_stI4MT?#EwB;|ToSwxqw4zud!JRMlUfKb<5}axnv8`X&l&67v7V8trs0 zTxpJvkGIlcu`ef~6#K!ib#bSHPXGQ8W=^~IU%qFTl?v`2y-%1~k9ACvj{O_WW?f-S z?!>*b_v3{!i}Yif@V!XlSBs(1wfSF1zDrXh^4g_gH8QpElYIqhVD~Aor`~2KGyQd* zMw0AgTfx$!!xa1M(i>`wq5BIr5?P{;U$NRHA06+|Tm~42hyQ>pghACxg;YWWkP3>q zojS7_Y*A~il_={x%n8)(Wz<$6Q|xJbN|D8uyoc_8%%%#Q@uShiQ@y9{AeAx27QCX9 zb7q&C(3jblu0RN0dWX)Jnpp6j=IDxlS5|O>yT-R+a38*+zgt5ZKHZ>EZq+}?@AjY= zofuog1Uu6VX|;5$Q2db^q|f4I7w9oAqc6{dY{RQrN6I|_cC_P*p* zR_BkihTTtI4U>F|<<*v)2!6j>5*L*uevs7LVBch%L9kuB5XW=X&(|u0kuw1k2O^^4 z-tT8f!-k~?=A#0puW|{g=$i23h~zxq;s_*e`E%yL@c9K+7Axk$3ei=b=c(t+MuNE8 z+aQHkF|Ji>)ZHPzBZlG3{S0@`gW+ahepMe=Kc@Z+HQy`W_#AG#pE!%X%1Hwr^Wc|b znjZ_Ch%gInG)a~?FFvR_(3JNo#8(gu&tWY5*J1{lWB4000uec~$EfSiYH z8%BNQw|4sV*6z%~T1?&YAM|CdMCXJPm;<8+o2%IF5Q;4u-dN?7-YuSMTzqw_SR+ryd*#qcp;tnzKH7zXa#i6d8?J@4Y1j+Nzi5HYI}pJg}ffHUngQX+!5N z+MiP|e+iiH8ib@;`R=3SS8(`5&CI{7ssxM<;7QY7~ZP(iDs*&GrQFI4H zGR6Sn$xh*xIeykEc5Dt<;e{U=0q9+l>ZeEjrj#mt1ztvYQ8mYuV-`JhYX=@WIT1Kz z%cK6$qX$jbs@wKFw5q?XjTZ%RR;(u>f`3i$;owq+D`ejEM3^G$NZKeWJ?jngnyMZ ztjGTO6%Iv9QiWI|*5VT*Z#NU^pKywk24$R1wv1y|+MTWY>JN1K5)lbZx-v#QcAeOy zTq~!=5a5Ya>-bZg94O{S{fKrcGLA`dCkoGinlK%3$mf^Qi-U-Pn0bjsyIDV@1k>BD1eMC(lAzC_mqol60e@6yu&!08U54a)p;iFs34#I+bXy)I86Da4e&rcUOA<2A z%a>6ixd4L}$9P@?#Vujduq)6 z`s*z>K8aLkBDFwV!Sh&QMPe*xT7P}4zi~2_zj;NHuGNRoJ_2ZjV)o}NwPBPTF!wz4 z?0Woct`j#Y(D1e`oJ}caS9}XrH_qs3ZyGwHf;roDLItK=Fxa6GzV!?ECCmCpHfKD$ zvn>|6Y`jodLO^IrS?Q3AqjWF`8`> zz@wK@4B*L5B%`l9TU9C~jh!$3<9-Ol0p@OMiO%(2I+2Fy%|K~zj8Y`v9EOB#jl#2v zn<70iO&fVnYr1e|)sgtsjAOcooWPSx;`8c!Z)z-g!pZWZ*=rM?3qibz7pI_rD@FhP zS`Izxw|xt<5`RSf`j3_@HOI{@oOMVa=ba@dXaP~h%io77-W;QzUlw!u>6E{x-kXI+ zUM%Ocs-oEWwk@q|DB7+?IW9`Q#~oWY6zScyBbhe+u6REPX=U|WYUU&A_RRY=;PF8~ zeQvC^Ij>T+1h2DT<481d&3m$wwy!!z`~DK+h}lL2iMu}#$6_rri4=5&sTwC@-^eA7Dg8{;qg-p>&RLN>^?!Oy;x`f!o7 zWWXIaDK>#tP}J4;(2_IAYBMsv`#0=v?RN;mmKO}%!yzZsH=!bE#biq~@tVdv^;P?+ zqLGJHG;ziXV(S9T=S(Xt5rD6Wh5qfWCN~MH_TsZoXH2}H6`CA`C6%usslL~S_K+qw z-TkYU`ts}$BA~5hQnS{?=WLHxbF%QoWsUGYzr{VZdeVI(r8oyL)|S0JH4K*?Wumil zLH^aD=PN9{=Bb8s`OY7uGgJT(q?{bpxgeqM7mJV@+?6wJmaThN$XpbFrZOeI0n#0J zfXeIy;SGN(nMp)2Tl85LkO7QE0N`#;dogAPnXy)OQ3hEOtF2?1IjPCe(?G!giFqgE z$dpKfVV+F(0ScM#_D@kC>|+^w;gtJn(Hi_FUmUF5e8gdhHY$z*44E?x72`|5v42VC z-p4uQ$A6^hrIvB_<#X>l$RRa+T)P9Um6{FFQULeIfu0J#pJt6^JqWm`V*#+|JV{C~3evd$ZgK zN~TlitkuCY0!bCVzyY{lV()_h7ErH#z?&${|36aW%;nFwg%cg@IFAwmclR2fZix ze_wF2K%)N!Ym*v{*tjD3-f7AwUl75nk+DqbdsB%}H6QFit9r8FMQh_Vr_GGyLRAXY z<=Sqz@c>r%D`4JZ{3q2yIl@UD?VfWcAC2pgEZbFk?HpvNb>`udvhiQL25&4ZzFmC) z#BP_3K)@?Z_^HTLx>hEzI*QSA^TVHa>_2~$J`nA0{PfCqh;Z|fXQ{=O=?Oay zHB2DS-@5#LOVQc#@zuSPQ=}lH6A{6++W)(KAcELg?;T)OR>-K?VwbKVkE(aQ<>e?!c(%k ze`8=abc`U$F;)A~;61N@cr}m=g={km)n0 z9jQOeu+uu?TLm+<-`3{hKQ|bASU>NkX?DPJvj3n)e@6Uiq>UV0ugi?YA|wtq)2 z>$SLjvd%F7pPD*L=&hLAkvQFwj#bE4XQD?-_fGtiv#OozP943^b7{N@O*I?X_o$g) zdkskuR}r}TOxUHQ6{_hq%h4g=`|wmxCjHMLXkyVA7DTE}aa zC_G%voC@8rZ>mvEvbi1~@*s6rI^_39PxU-Sm!z5%+gV-#ag&V;~IGyTEttvvRt>(#S<9%l4dzxsN>*`f(be_N{$UDBo|2_}~TY=he@$ zQxV>gmwZ_XSzHu=pu4DX1hF!;mhrQTl?p+Px^fhh&jZcNs z#`M)x0FhhO+)#q^(m}3v`CNO!E6?mi zBfbZ=&d$|h-J%zThw;Mp=pOqzYu3V>jSNE-h~l(KGI^tmqdspob0bxuAO5-|dMm)s zPVOw-GN!su_Iq$7gLvR4Y*Q2I+s_|~0m1PrziQC7ZCf0mAJ|C!8KpvX+u2t0&*IId zowkdr?eD-2P#fnfjL+SoXBew6TJJ_-?6ZxMRtF*W>2GVBjO%2z1G%F`Tb96`e^udk zZ0ViO3@D%B+sAWPs`@)t+(BZu=ht=RH`mGRCQGf{?q{IhEA$w0 zR<5fjd6U+;RzFDn1L=?$io$&}B)tWZM_(^s35W<*}?p|PDJnL0%I zjMpP3;f5X?TfAy|R={94#x^;cnKv9Xl(|7h#xE8(v`NK;{USs1bx@IZAwCUv`3S(g^ zx{DSgqI{z3DV`bCsxaP#9;!Z|Cmg~>=RN6$2<9%}G4C%>DePLg7rSw|f^kZZp`R?f zRwTY!v>wZB5T;RwuSNs>k0=;lc?^)ejI7P4?l}SN6M?@`!}a)E6C1TXD8zD;tyvr( zO%zeU`glb&QP{M}l$f%!G~id`*CJyMuS^LRHK05E!abu~_n4hKT)-1OMu<%9FG*oh{ z%9#RNws1U@0`wooh8GIFFeB`f#3tSws-;4ICo*P97l{!7txrDpDK#pDCnBtrFUfo0 zSi2tf86q;YnJT?sx^Cz)ArMz_Fz?Wm8T2POR^8A)NwXB7nPSUH!eAm=wkIEV84Fvr zP&eF|iY~F`d{q#hIdpw;RJ9CXlL}5HTa1`r$J(|j*GE_YrNEaPhwgx6aeW#9J817) zVC@BVh_P$io=AvIHcK`)Q~f#mW{LrdYwf2l&vJ~!^o2!eJ zDxFbRRb<)U_$2&dloI)r_2FFfSVhyXqs{-|Q1+-z_+Qdndj4`;T&geEYKr$HKoEXY+1O`5Y)W`;(d19m(bjSwi(g zBLDlhQiLAoT@F>gDU+Py*AW9Cn~q>$PYZR8+^U|899h~E;yR|}mN(k!+5;y7?L>6S z%I=H-bR|}PGlj#>bgjxUbM4{Y{q_E8#IZ}EOI6P0>8^Pv9v*3RWFjSQJRy6huyY`5 zH8TL`b?yW~b1()b7+mbU`4W5TavgE3^bSD#`IGy`INWKFj2_HWmkw49ezt_4d&xJq z{9%6a;tAN`Kz$(gWvEZaZCMU*mA}(V;@=sW-ZhESzl6gVmzQd#68x?h6wCFeXf-O0 zrLo@tpHq#R$U51=*QgjW`emEHJHE&e59$|Vw%cQzH6Or&c0HJy z&^%7^JJVZq&p=Ys9Oe8?S_l7T@yo1uiB<~a4l%fI5YguhKKIJuNwqzsI0MES-9W-T z|I5buW=lt6DtC8&4)`7AP#5Wl0hjmRH|XYqhQTv`CJiW~8*0^iRQGV^3>eE2vGh@f zRPBtq*+VhZa7cnUhk@=qPSY3A_8ahpLFZa6HC7?3#WNVs6`;LIeV9jKWOu3-knvkZ zm~SS)L!Qk5ipi_SHiox(gqKg%ZhbWI%e>L@-|Z;>%Z~(8dDBxaR$sa7TV;lqj<-UJc>x|Wul9=N%OM`(l34w(qkb9kN3!f_prXLZyzDU7!r|s%Yteu?KIH z*`4+KQ@r8&GuytT-|Zo9o>oqdR-S3y*s?yQRi`!scrXKCkHd|Vg~}kVo&$Do#}F{A z-IQpv9r&4O^zi)Dr1=|Yd|AW6CS`{y+o694bEQKUBTkP(8osN8nkM(%mQU){)r@uY zARODv>!70t<^ky%8>2rjT!jSomin7Y-Zx;Ew2|_?AUC3NM^%p9JMQDFa=FF{m~(rc z^VdM~sEt;gv12>XDZfbz67d6i$S8|9(8~iDx2&Xvlu_+k0e0@jo5dHJZeVz46~&@f zCO3X_?+2dWnm)sQzT^i&l8xMBc6Cm;O+AMhhH<)b`D^J*(O%)TmLtATetCgeWcBPE zMUmTU^MpP_5bf*T^hW3ST&-6gw1=j`V<41Tq5K2WAH;F;xe0UW!7BDs^aol_jgU!E zaeWIRwNqSvOzq+^PhBiX z?^9O8uki0*Vd%N%>$ut^{M@0|P5t^#7<4foa_|2jJttqFv(kVTq|x^W!OsqyPYu54 zc<=j73MF!!BT09v39Y|&X2-LPqI1Y(dY-9c{&zr8c_U+@>sgUG>ncknt>ZoD;7m_w zcld+v;g+;c?ktfSz>&(xISfe*4m}=oss!Ou`RqEqERR*1#t9+6RIH)Iz-iPD#c*1Ce8!0*5$ldiS03Pwh9^6Dc37EBpBo$9wU}EA13oJxo~qe4{4z>MAOl{%H0w z{Ih*C_K&w|Hb6o0-<=cWF}X%-sHmyA*=gJ0Y;6wBl^&rmKIo9v()E6G8^Vz z+pSG;`_s3h6#&TyjL|gb~fwP^*>NatPPL&$+<=6 z6aIBdI!xM@|0=r+byFJ<5L)Zjzgy3$UaQNNyF;{eB3L6`cRD^~KFU{Ac3;wbb;I}8 zrXMc(xA*)BWpG`+83!sxj}EhU&|yjUbT%1xzgH_)XJ;``^rBlQ;Fx>$tAE4;xw3yd zFTBcT?4nb*`(y!=VpICoRL`lNeAZWNe&m&Coq@)O9q=d5=k-op{@{?VZ4(3WpH4Kj z2^{>AnZl@_fmWKQxRsN-JDNPpDm(mZsjH-gJaz^9Qa;XcW&QRd^j7ck7E{3=PKUAc ztt5oDyy0YI_v~)^t9$En%{5B5J9DYlMc<3QukQ|jtKYGez>a+NmROv5x-W^4oARe@vYJT^m1vdO-2bOUB<@(F~Q!-vpmW5Vo z{?Y7vF^A4hX04RfNm5T=-d=&Kat_CH6?)Bn#r92p)ng0ZLY1%i;5In@BJS1WD#)J& zWvk8j_I15eupSMxU)`_A-OvwTmPT{uj+-lVHhb$+dQ4{`a9!=BZO60&>4NfG~HtG?Y}9j8{m21oT#24{3I`zHTjcn9ouKH zHr()J98x2We`waBj`5``6qta-QNALx6(*4N+K@Q)=@?pHCI8eZtoyp(=$kH}f^FvE zXA9uEbx)nR<~?A`eA~DhGTpE2!(4wZp2+O*y!}tP9)^E}U-Z5+`oC&MR7ZUKpAjqm zq|h8l%7NDGn)x~Ol)5z5t_#X{SdmsmX>KnBdeZl;;wgVi1c{oED-m>6Ca{L=q>Ha* z3Cn>Xq`1C+N~RW6HquX@h;(nYsvzrz`yaw{w*<(;PrqE8Vg=j{+}!^!a`cjzS!0bZ z!%{2!TThx$gO|h?4w;~M*>-xE|K2*%bPhtuwJ^)=5R$WMkzMN$?d+10729Ehd4<;PHr=vD&c!hM5%^nOzrUcr&V&@&wk?@P@ zIv*ZX*;fRvSLZK1Ovl_$M}jQG2rIx+YM7p$&Sx(&xqdp*56!FWX=Y9v|S_BF$CWxiCQ~ zSAS8VtU^?%1t0fdTpSLJ@7+{OIao&XMoB|D(LAek=yM~#ix2X;zq2?yJ26(nq2P|=u zGlUXzcsX8w9`}KF%18RjaIy!PC-miOwXo6Y*r%1zxg>MjMXrd&R$M^Gu`+;7*U!%A z3VXu5Mw`rgb`28zbmrCMK?{9>vlUEue7LfiD*8i5k_R!Y8X~nZ>R0KMvV`}38ilE+M(fhu5P=w0 zKs+nEWUbB}@egNaHAG*~I}T`SYn<~h2^N~&crqO#5;|B)`r%4rFdLnK4VSFh7j<=- zD+CmEn98uXKKwBb60dUwnv{(zpaKK`PP;`VkgyVr>7B;2B=|0^`gb|deVDj4nQ{OW zFV3qg8aSdNx2{;ju13qv-(X{xp9H?d(^HgzWcxBB6UvZgIonuObE#_+bqxOc6Da3l zP8P0~=U)Z&e|nk3ls05}y#QJ~Q|1yMXpQ7T9;R$JTsM#&@Jr^z9~>E?%)g z|FsSYLc|OEq+7(_)wi&=1D2yjM#7d}u3diQ;Q|`suPVv(M*8My+QTjL0L?vpf%ar4 zrYb($gBKE4FfoG7O9rNZ3Mhm5YsR z&wUE6;^S!fJ#EFQX0y$_VUkiWe;5D8E8cT36J5;mdTqI=27HFz2}p}3Omx9RzPejK z!c>)}80lqdok~li^Z|R9Pc)OuhdG%82a+*S2Y;^b9mMu8PY@AqH!OV zbq;>urR1;SRtHOo(Qjd!s{z$S_c#X#FOqz}VQE?qE*kk*P&IAKC z@5;BP(XGEIvl*xg@bSw)>Y~K?6@z3)`^^>>&RuMXOB;Y*9BGU^Ehe=#xe=?Z_F7@sMQv z5wI?^++?b(&l7|J8e_mPT$ee+sbYk0Z%ndXL!0r7Ud?dcK*PK!sKk~e-Znnk^P5bl z*64+<^v3`UiyGLYyh>gM_QaJHbJ{5PrKl92s*?o>w?pdW0Z6 z)BA&$A$+=kQcFfpY#RnH#Lsqgf!#@s13!EhW-+aVO5_7g#~N{lq3-MjVq?W<41aqf z-dM#VQh(jZ+0v(s5uf`N!0hi^hzb2B83>qDn9+Od5N+(?-+iW6cpL(5lRkK{>T4`D z%8}Vl?6+H-n?o6^fUgyxVt*Ry$ApxK<+Z#IM`y9us>wB@jMHUU7&8yYUMH0_R~ukX zz%Ubf1GtEXytvi@HaSBUYKx5dXO{EJv4j}-l0rA&lrYYSM?@LIK|=%1O3D7-9V*gT zCL5v=zO~R8C}=yt?1psP^0FW2nk7S`5pC{I($wVuT^+CISn@90BpWca?3O>M2!002FB zXD#@M27kacG@%bsnQWQrIFS<)hD}OF0mqe)%bn5)f1wv@63e974l}|baQ8Oap|g&> zG*b;sL@L3?lL0?F1oLde{9`&Z(es!&?ljbi-_OE@J4j=f-@n%gZ?)q~T^V=rJoG&W z+N7onqIsuTa^ufx)S`!V(on;fWR&$0sc$MXVRT>bXMVES@G%dlNgmGbFz|2N!V?&Ff9C4c;XnT6{+B2OCnZCzIcRAKSd0ZW0`l>V4_w?W8i4i)(F2<$} zxoIA=xm@fY{wgr9rg0e3XbOxoDv?Sar=+C(x65ymj8T=4&`fQ4^|DW4cYxm*AAo_^Oa~oEw^C*Jy0bk2v$sQ}EAv^P06vqN# z)`1g};GWtW9VCurRCMCXnLFk&#kDAT+u(k_|69>(4L^bzxxdwI;&31d-Ysa?E^R~T z*^EUUnZJ7QXOY{)*|+}H5eU5L)M)L}(fbo+v&bzSqzKLwWW>C%dzwtzixA&#|9QSc zm}Bg>)%d>$^uf`8E6_i~gZ&Ua4a#Ha8Xe6TMB z=sGy_BHg;_&_GtYr%0L#9}BA*rMaex&8Rq`&a7txBffQJbTOb zh@+pIQmw>e$J%Xtgsg4S2^t+PX+MDwX{dOPPnGZ)soDv z-Z|;r25`aN)W$pzUiQ`)IpMT&+Yo1=!8$y;Hn-~d#8X>cm@o7vtWu1>plZwngcI|# zCBm3s@E)OB!ii?nMO;wqD+IX|vh$ zO7dKVPa{h;;=OIJ;ndbSjm6vB-3nqnS&cLv*Q4EMyz=a?bxS?=Iyx|T$4(XSh5|1T zit@b(F|las%(rH#I!xKs#Yq9!=NV!{)R0lKIPMa7ZJHp~<8zhq(y_jvTj!f61EqV> zLzj?v^1wh~{UdEqUW z=3Ru4Y?Ecv6J0^=w9z6tWV#ynSHanX!_OeNeX4v@>7vKzVB9*V}2VDGbbw$ zFc0jX#5IAFq1rb$+B!*U?8KP9FJ(4Y`3n6oeIDeh<(?TA1T~6RZQg!rs0gR#fwf&b z7DPV;&+R0Ol31rMG{t<*_3_@D&NmnO3z&xVFshe3>HNU=n|LmLJN+>xQg>rN;&BIT zOwBu^42aZ?I!wY-9BH|QYqlqQcFyf-TaOwnl2ghh@l3XvrrdoJyzb*lg_mAnxRtzW zuolZs7D>Z@g)Q8DG?P~@?0r^q8=cosm)&VmLHEUT!^o>2ZH1RdAT$r(Ct+%9kvnDs z0$1L>Q9m{u%`vPATQK!w9CIVyWVXJjaQeV|cde=04azMZKh#D>TgL zRpnU+-I0~sqI`l|dSyG0`h$>f&k218G{{>DkKeT+t&;xTJo2G=K3dN!fN21MQ zKfZgXe9HneixuXH@t+P=FI#0+dQ^0qq*OjH!qI-0`GA0{OQ3G2MQB~1lw~1$OP8{( z!~@mo-0A{C@ZxS0mC3k+q>f1Qc`XM&JLc=hMJBPiqqwl4OD8&8PDbXb>(775PnXyk zcE&V>F6Ky5M;>L`4N#0+mdlh2c){Rc`e6(0j2zIksz^7v_MR{mXK$Z4CL_5az@% z+#48dh^VgEI$g{@$LOx7GNi7s2p`sabRqP85w+?$fWUPi@R~b9!Bj7KO*k*^y=6n+ z9m3I?eeE8_O}iGRv~@5`fsXR=VhJK*BJ;E%!bb=5?q{gF(lq=)I$1Tq7~$dn!D2~y z+=G&zjy6}3E14=ok-Tndu@ea0$w)`eIq{`l>BK{V!!ihq0jc2lx7T__|6(u?l?-%a z=K?8WaqJS(HhRrdB=;1_E{9tj){WtqBh(gRK-|>~7TN&?Eo_O)g*$pQfOQ#@rk$y+`hfR~B5=a8UEktehZkWR1A4R0J0BWC914@~U^VOjU>CT2_bF!< z=FqUZ{`x`|T`%-PIHZJena!b=$$QJvZ7i1h_1Cwyk(IyTdiUn!#t}TAK(yI=fs=;? zw=upUo17b$+-h19e!@S!q;{qh`C>x-qoE{8Y_64Nx@5~$Zlia2#T9~KHsitq$yMrA z9(A;Yt~y|vOeJXzjcV!I*u*;bpiK%ch$;slmF`|3S;Y5#n(+~^z98R;CGSp0pHQJF z)|$aQb#ZPme;0pwsjQV{?p&$q_(amz3e z@B~QNn2s%l9J@7VBO+h179Pv=0!42qc%>cFTcV9wI-no(;RC641Wp;@^IIP}>rO4! z(O9Au7={=f^818y1FK~`MgZhhPx7J>AU8kg|$)u8-e zE};&hiA*a|6%HFU=B*cqjmCPz(mZRGN^QC zryC%iyh`L^Gn`@I#X-glVE44g2nPRGNT5Pdm&3Koh4|I?>XP*s;WKBj9;1%bVMyFj zj6Xlne{)Wib|>UUO+S?d1|wP`SVigk?<2RvG>bB+G? zj8KPJ%5Q`+`j7Hm2)vB}*n6%q?JVM7`96hQ)J7m*i-`MZmfRB8cY_)$RD5az;wYIW zp*Qi`nXw#Y4LG7z-2t;-K{~c+LR(L@ED0KL(bjMKR`X7};*yWO5(|?%b;97ab6j6H zTLEKb`dY1YQx&}@7Gq}kJBFbB7R%YVSTq~kq*##D9!KV={X{q^VaeyVFulqZBsNCZ zAp^jw3aj)~c&kf2xz)s8*wq)^tt4*WI%i|``m*iXVHIN6mY)cVE?j!=kL^r!BT%26 z+898S9{!D0Iy0&-kl?fA9tv#rGmiRUiUCt`xjvOjV$Oe)%8CAVfC;nxX(^YRMLN~> zb??HaHnL&>UeQ!}qzo!jkXXX_-@Wu!HJ!<;p0C%nm{Y+@Vy^<0+u_Mw7aG`#OQygg zp)eL1)Ec(wOOn~j{Ii(rm+Gc zt|BUOp^>U2kme{zFp;+M$x`b@FM>J~;LlQ&m6oDumFY=4h10QIR`P17L%8|g`~K20 zthwGYH}HjcC2_{;NNa3vCR`D#c37Qhrdi=wGSdoL<|-sZ7=^277h%;ia>Y*PY_SMF z$#8uQafojI>wb-|2hM|y84bJl=L*+qmLoSV#&9|O+# z$zo@~xvL*j=3Ry}Q(3S#I@4SG+(7ci7Pn z#W5!%n!Wd(|D+}ypTS?yd`EbiA^jbOC1!*#Xb*UalX~E|Ny!n2Fzj4wY?-zScn|1- zzuJ`;rJd?3n2tvihJo4YAldeSd)v2(q-H8K@J`o;1kKUwbHY7yX2!F6+Y4z)k9e6k z4A?3oJ$ELxt3+h~XzhZQ)UCfFO%n5(^<(~l&SE!xq1f?4TY$SwYLR^}?Cm@)&7;%Q zK&bL|9&OalFI-(MWD)f-X94k!IM~CKSo3!o(ns~P(ZHp?Zg@40yt)E9Nv)5j` zSlhn+(uA1eVsTP>C+>T_%h8ZIt9#x(-CfaDL*{6H-{s<4-EBH8I{pchV;cL+yAJ)( zVPa8^!Y%i09ECqIjHM1^$^G@kl9pt8P$^26U)5X3HL|MvrSp8YyW~Qf(*^wV@tDDT zP|F1Ge=$?N=*YFnd%xeU$7=Gem89n1J3#k*sTJ)Yn?ZY@5jAFqAC`V?ApW}`j??iT zI^PrLTkA{<4GdfyTn}AiOg0AMebbxjt9wChAGJ>w9XJ#@v$Ji2rVN%mC3=oNtaGty z{+4NsnF#acQc$KVMbCggX8gdZgNOc;B}Cjiclnh!BW5@8wz)9(j-Tks6L-nbfUdo! zu^!yOC3II1$)eWmPfd8?>8}dPo539C7*Od}`{7mm-ZU%yvLM8v&aCgPfBunP$XRP9 zF?NS>wF~QJ-V=~xn>1xp*0;ig58lq`c!$iK*8XI&mVD&a%0ag_Q=ujK`&C!D;ET4S zYIoJ@hQ=Oc+?}c$h^X(?ak)QUowk#{XNE5q8xVU_c8z-EPQKpG`NnHsg9k1XsxX`3 z705SBO^|Emoe1u(lE?F{uxcK9)uJP=)Z>NuFdHIwCZqBUc z@0=nh_4ZZmo=6&0ldNWkNUC|JSoXDfu1^dPZL(%Y?SXz|DmiQ;wQ*cQ^gbhHXO;|M zZ)&^zPWl0flH!ON`uPl}K7rFa8OPYY=VDTato_3Fd$5bg>}ec}^grw`UcbtL#NRsM z$z?n5u!59Fi|Hl7;j?3Goqw`?ruK}0{!D0^Kd0USBJ8!q-lC8_Q4JCnrv?5L?btJ! z+Hy2|F+N~=mAQCd&qpzn`C_5{g&2dE5h{?(g5TXaWD&i7(RS;Idv)cn-4~u>Ba5A; zY?P;l>mTGY4{m@TRx@IDShRx=iCiS(2XwP{Zip5_v6rv$Vy&@pgUGLS&(@x-_N|f_ zKqLNH4-Z|_W=8hItmq7?+X{LJ(hn}|cW?4nR97-g6!ioxCLjE)-fso+f}Fm!byNHP z2b7tOQ~#jNV)SW8l-Noma}{Vz!40=|T-dAkO-91F=+|BUh~`}4ium;6QlLglMnJwme)0r#b0 zkMWmcPdUFYq`A>amg2mQY5?7FOK{ndn09p1aC7YDtYvcQhX&fs40z{A-FVJ#m2JN- z{^{9u^Ecw_>Em1UALluN$^LeSo^_vp=VX3BR2d3mSCDEiWjbTeDZwo>Jc?n+97G(9 z`?7becsZqm0hz=%6RHe36=s44GxT^?ldrT6;tQim2@naWaVCd(e6ht4oy_MKYrdhGaw`?K3IJ!K&aR@`Yq7wx<#|*;DHcTvx1ZwNS^24%0R{rev8*#Kr`XK;L zQQuz?w=$rsvc4nBxd<}Ebc`d}P4<=>Ow_(w5ucg5qD0#frN2GZOZCVqXXjwIBcB;>S;=NEOf8{xQtt}3X>8XfU9-^e_Y<$a(!wn5ohz!||maS{4 zu2bMdwRnb;%65HyHnI9yI{t!^U`r}H7xl|Bj+Ipdgj9K2ae}RC*U4H-{blynMjUS7 zTLo3Ty}sXUD_RMgU*!r9^ef5tX^Vfu4ZQj8wz_#F43bZr#eK}8?Y%^LjK8bI_xqep z1)LDPWvw&i3RdMR8(>-3 zjx4x#QMXo+n)W$0SyH71s?rSL?hI=e-qtz`lSTSgv3F@`YZU`@hCcVXz4|z`-I{xA zb1U%nZpuXoJl@b<+tCJpJZPOtC4m$666VAL{Rhb4)X zb2@4Z;QRr_c^Ol%_;PBZ-htuUgPhx(HMRe>=$G!{xC_W&EBRn00ls{t#)h|Iov~y+ z`B$&IDrC?OV3Cxw)~ykIMJ^RfkH>aUaC746t`g184d6So2HiC!{dVIr|(_$-I!WlDz4UPdUS`OrG4!k#=E#R^!H`)qcY1aJx76Q*XMwb%M*z~# z*bg2zZy%%aC5d`z21|%KBpJo8j@=~m!LopJ)(@p)y!ifR$kmegGc%+;S&elG(BhvtUO2($1+=iP8yH@({n@k*R(@? z4}M2)q{>ucvI*NlmIKQ2F=Wr)U97RfoPV(FK%nm1=bLcu98Os|_F!pZu?iWVq=)m&$QCK15JrZI5Zt zj5AV&chvKo_PWp~blmkpEnR_$sVIqKQ|=n9!DH^=FR$&i)!Z{oD|qU8#FH*ljrKRe zH~X-S?d%seE*pkmsHi4Yz{T8DvUF)nJHp}~_#sCvNaZ_Vy0&k}d}ue*;G`cx#(z|( z0v~KC3eKoKch9kHLKW7}t#s|4+uJbgH_7+!!ojnNDXrp9V1+=8mYBN5m;r}29MG|*RX()DTS<)jujvS@@+yDiKwq)4*Y!%<&Q@Me8#uwSx)PH^PZ z`xI4?&r!?>$Wvxp=I?N39nSC82PXSZ8*Jlh8&^hu^n-#Iww3$#n!tfdoO&?tduNB_ z9{kc-0mh8%L{D_;lWrkQjQ2AQ+1|c`Qc-AjQGR^rYB;%Y%CL#DvBqv5)~7vprU;f$ zgSRU4)lU?wy+b*{DfQgEm2qeEvbqv=Jp_C>b93q*Y3d#f*rkg@sXq+61_KA$&-OvD zqQqU|UIbBgOzVaF3snZ!ROTdFgiX zK|I8(mA9W*m)K}oq^dFJU18lNYtV;2$ri;O)9RKeV59f3h=0>^yWh$~CB&nF?$OZw zVR{khzlJ2|Q^Q8aVeE-S_uv)BDr;xt02paygM?!DM8LaP=}eV*q5hl)fgnD^-OaKh zv*bWg^%tGd>FSR2=JDq_h-BVHa{>8lf35r(xOC2}(PZFT-oEXpaBJ#|5vswa#2%tU z7R>e-)?jEtfB}1>+;}4 z2t`kf_@yu#y>B5yx9(7POLeEblA7lTcX52){~--tr~0O6QuNa^L07K)-y2?Fs{EYX zOEI*T%C5z%nO9Cm7CGEF|FAc8dYYqWFB&I>{?{O_ANp2um)Kd=b72D!B{!ts%1IqN zYLsv)EOVFFe`nS9+;B*q_@TSaqWij&n8`?{!2L_5W*v(4LPF_Ae(gkG+a@MAOFS@F z-haWa@_I8O#vDR9EEO;wz*zqrhyJo*ukhp!`T=| zpuhU07DYn&vn^)(?@ybuMt( zZn)OLZfJ`=7>a2FGnLbN?s99ix>pW4cqV@1jJsVd`;+!%N6`8ogx9jBr-$k6^yB;$ z|946mvEC`n!oI8g7gO7lwO=Klep7Dqwj9%5_S)XguSPb<3?e3f(Y?0=?rx89a*&Z($HnY ze>LXg9IdfNTTmO5~FR=2S?@(cX92j|Cg>~y2dl$`VL{o-`9d-wd2^Y4Fk zHZaOBA*-*G3v?D&$J#q=T{$j>zH?*auMKprxc4M=*PS{@m5@D-&)hfNMM zhN~V?7>NZbTnJIU8=IWWEQVCq=B?cjEf+p;-oGnKXLtasLjRKdBV@1-l9}|)PL^Xa zuH*l0@T>}5=DeFiINv5<@}7M_*lKxPZy!?51Ui`1Ohz3dVq_R%5i$(DE`)I;#`gp~ z4YH*DTWRpakL?#dXoY3*sdDW|L1y;S%9HA6_m=2);LVTl>dV76jC|cCo5gjwC1p#7 zKcN!Ixjdk=-lwkc>M(5#AKLT#S@thCnN4!Zbp3I;6b%{1qskwUw3#~;I~o30|5n#m zYZjW%KK1^khc4Kg$5`K57?nY-e;INtn;7p zv-zNo@*i!r<>lkSwi_>c`1=;cOo;k<07xKZw#|;prQ!gn(e!6H!GD11CejAZopaOa zOOWz9pjz=qVRUp8RLi!=J8gNs}saujh>98>#t+u?|0$ixZ=^Jq)`+TD6)mJyZSz)?|wEs6Y?l#Fq z)l+t)U^nctYx=Xq9XH}>4s`8)H}D<@j@zVseGLCj%GRNkN&+$PFuAvqaW!Qvb)nMf zbR!$^*+9})DiO^ym*CPd86~~yexp?CTP0mJmel>j=@XB(Kb!tKmgcyTRJx9D-0n!4 zc z38)eQo&+yIytKc^6&sd1jKHL;$Fdy&H=He6{8Q&CWk%MA_WGXh*=qJ3@%NNDgZI%s z42$?>eR^YfJ~FeNH1;c72r-8{>JzdXR6&z-zMwg=2%q3HaerEk2XDX7QRlwLL*)Qk zOhw9?C$Yfacb4ho2>Hjvk-Ij+{c7!4JGqqI#7@i*2CRraskb;{(NtxK%jaUv~d~ zc^pO8mI~k;{RlowRZbtbmgFylWO#>caBh?QGX=zr!$c<--`1H(dw1D+ErlqK?M5NG z1|Z=Fh(}?wa3fsIT4ACej0JPz$E1j6QB?Ejaq~*`P7g#uYg4j__;0Gtc; zW|EQ$UDAa5p=k4_rDEQ%c(41uA7^%doFD+!>)W9{;+}JXvJp6s1(Anm#s?T9Aeq7w zw*aZD!pk=YC{Kti7XpFEta4Uc9hE%jnQ;|H>v18{;@moD&s`n&PyIv0E;uf_*7(=m z+xodSst&)?q|ILvw+|T_q+&M);{mB;#(j?z91ubsD;99gz(nA^YR7gDCq`58kC@hr zC#W7o)gC0b+UdqunB}Dh&0(nuWSKhUJ z=>=W}O0~dR#C{PiON$s1W9*0^jGci!edMgSHS84dVnJL9fZ)0sVEyk+G-g~ zyLOi3`jj5Bols(RPL49Wwa`JIE(HW-rZop})fTc}q?g$U|m< z^Gj6fC;fXlK1a!s(EaO8i3gtx|NZw0$f)hCBjaDG zQIE)11ES9fJfZQ=y4Zf$ej~b`>R;}+4@Vg+x2?4s*PFWs8(7AK;DcvmRHhK$_`Ew! z2Y-@YuFJP@_X2&f-gfzy1A0*;kWq>Xd&f-kENWET2v8-mXA(GjW||MR@WrB#&?qGP zT>=d(OS>g22rk^-`Dxs(^0>XwO;y=9VhQhirrh_{z_5LXX#6Ou-iTjrMY4(1&o4<9 zFpP%;yIWD&GhCVXaP6+Z8v2fe?EI3^|)2E-{q245qEt$q`n)|-N=t&8b7Pe0E>`$k<0?>}lQFisI-45Vq(MQT|m3*mPS)-x&9M5XS=Gz8voT7E;Y+ z7oy|A3b>nT2-rbQ@7|g6;+!AWJnXHO20MicpP`Pjn#$m2|IdbGnn^mJ`HOjBAK#3Y zN^4Nl;LGfpM7=p&3+xDUOuM*CI1SD}M%n_`-|eXwpem=WG9#5G3NMhBrR|f&=_^>a ztMJZ5H5@tAuP!SLk2)U30!5+!IR@k_N0A!j;Lrt2$}gb8c6_lC6rt8%qZWmfiE7GK zRZ}5Fy0r|Lz1l#!482ich0Okf%TgtAw*3^9Z83faWQX3CEMEd^KagnI(-Jb-*uz; z^?m&FE=XFT&hIyNRB2cG0;;s}L|$2nnf&NF-nt7peXbR_poeJBJBVpS8V>wEGKYQI zh3w^}a+;62H*cSu*B?E^YMw9G;7det^A+d#&_&lo0#%W}hhPg-0i<=WZCid829g``Vv3gGEFtjf3uJFp^0ch zKb+|1&ScJEiCi=l`dcYrSnj2G>uKmo7hmvhz@l7|E!4|?+Dhe@Ukfejh%>Ok@dsHMi_e_^B7v;3^f zzwB54RX>v38iCO(o?oqh+_sE-HE9ivWDH+a`@Hwt?r`GD9nDBuky|x>r8Mma=Tc0$ zC@9YkJ3AQ<9vcA8{MY;M{buuT&iej-byI8^Lk;B)7ma1*R%|7lg@@H%2x0Eh84x!9 z2r@73gp2zD2@fxi>UN6%W#y-1^mVms<7I2mw&FH*=M=Z|qU;APz`3?N!8F$Um3msz z)9p-q;o|8S5ssD-7?Szo4&;yKkgK zw;#*4@rN;0n?)JD7rj38#!(+6^~S;7Yt|-{wADsDC+aJ*ME7P-yV>)eXnvW%T5>Y( zm*1f*YY6Z5ioQB!WS@!LIM@=|CGA&4mQkR|E?e;T?c+dro>A{o~c% zKkdnzthV|*GF+~}^Ta5RtIA_Qx2rc5#xuCdQdH zwT6G2v;9N`F3|+SE#`$iHu_hKR>#B0{R^pLVf!er)nRlKNn~GWJwwEaK!L z?kB0XUxzvod|hF`rDO+8q%xDGWvUiGpnKfpYNvk`%c%F-cf@MPE?Q=eu0TLK?o0RUAVZ z7qe0AW^krGZNp4un}oJbv3YM^!RVj%N}RBv9_Zku7D-T1Le z7c?aOSBx=a9m5PIVBTViigT43vO$MIN-yHv#maghauCGJb-da)UV~?o?Zug&(q{Cf z))Oq@yNY&_#bNc+i|{{dCB8>)U%yK!KVirG(^3`>#$5Tec~gt9?P*Ge|$7Cet|A*7hzvSXG{#Z+l6TIki|D`7TCta|oKK zziQ+(nrs|Rd6=Da3-P%-bK?!5Z+p0G^Zt?2i=TR%MUG9^*VOKXyg|WbQR2r$K>j4F zEbhby=J9ChJ=hmNx%-yIvwXfzJv|)&EyBi~1O5QCfvxP$bnTFg!oUbQ_!sWR)=w~&v=`?~ddGg6dT_RNUG?@4p#?&tcQ8MTt^{!S=2~pcANqG1x|T3c}`CC!8 zY}#3(P0}e?Z^tx}%uDYyVAnkD;NKp!c-?JX#3yh^wTmPjYJI+PFYRp02WnJTWJd6Y z1FaXtP$`Em;+MqL^_@?S@J_njK#igAW~55AxG}& z;_nw@rW_#dEqLQ6hMjH=C9OU;nC$-7mRYrv*L}WJQ!kU*)r+3r9m9-lpfrW9@h(5W zh9xkW$oE=ItAh>wao=kXAJG z_|*)j#F?$KTNPj}O<3cTA=Gcn0qv*;&$n4{kGut-YqQ@3VAAZ109W7i!#yeF8n*0@ zAcijxORGi8XE)wxoo!=wAK>4KJiy?pWsh!tmh)=!wf@N4p-St%%(Wxt3AJ(x`)>ii zwErl0WO^To`-ns7{AMZkL)!aG@)NyytsgEk*y(HT{BK*AX)V%TJZnw@R?I}vV1ZVd zfG$wFBx4gfQSS5;IS4`%UL744>&-U+P@IkvvVBBgt`i~SJHS_&=`-O^Dc%jNjTkUv zB|yaX)!tlAETq{#ChHl|KcRkZ)=G_n47-j#HRj!kOb|4?UT^mQXB2O^aM)xD63L!Z zJBk{xW`y_5H6P_W#V4S8H6Otj3;7%UFi^w*BQybx(aCW#*!-K2(15$KrhKHb{G`za zMI}er-@si>z`^cw6^mK%gIjH9eag=g6ODPl4lIL?iOM6{XJujV3y+-92tUH%J|NI3 zyGKCjgQ(CwoqnP*r0!;eE&BtNp!vvjZSpWP<^MnZ;(CzqS4#}l1Kgye48J6H<*A(V z@1k?=Lfin>k{83bpmqsR|1}=Hlc<(`lV>MI?^h(UKpA(j=`y3>&RlO< zEC8RnV1w(9SPGZx07sFY-A2i{#POjyL}3}GF;k#cv?6+6CbZI5_bbUJ>+oE!v^Rwo zn9BkjrGht|ij18t5EcKu%2NY%vL?!pbp+Ufij~Jl(rjl7=72dcy0Db$ytv?@GXG8$ z71t2Qdhp6Mq`Vif;mj{W+Uu@7WBbZdA8PC1@LGNK3SPuhw*kDUU*l*6@iM9;#l1m2 zs$M=~1rPw32-Ec1s_MIedrHl-k`#L-22i2XtPxU`I1?Sc@Reum*IGQRUMY2|5Cow& zCT34HKsK_270KEw$N>bX9oKKZwd>P4M^5;|zFT7z@ey$i;FS?|QyqFp&TRUX zv5Kwk@DVSN1OjG1{o*Eo<&wkqfyqInGM~5gVV)