From 1f61a4c70e7eb8e3e8ea50837cbceaadbb514125 Mon Sep 17 00:00:00 2001 From: j-hartling Date: Fri, 27 Feb 2026 16:10:14 +0100 Subject: [PATCH] Syncing to home. --- main.aux | 6 +- main.blg | 138 ++++++++++++++++++------------------- main.fdb_latexmk | 16 ++--- main.log | 4 +- main.pdf | Bin 10361972 -> 10363062 bytes main.synctex.gz | Bin 111485 -> 113031 bytes main.tex | 172 ++++++++++++++++++++++++++--------------------- 7 files changed, 179 insertions(+), 157 deletions(-) diff --git a/main.aux b/main.aux index daf29e3..34fb672 100644 --- a/main.aux +++ b/main.aux @@ -254,9 +254,9 @@ \newlabel{eq:feat_prop}{{17}{12}{}{}{}} \abx@aux@cite{0}{stumpner1991auditory} \abx@aux@segm{0}{0}{stumpner1991auditory} -\@writefile{toc}{\contentsline {section}{\numberline {4}Discriminating species-specific song\\patterns in feature space}{14}{}\protected@file@percent } -\@writefile{toc}{\contentsline {section}{\numberline {5}Conclusions \& outlook}{14}{}\protected@file@percent } -\abx@aux@page{73}{14} +\@writefile{toc}{\contentsline {section}{\numberline {4}Discriminating species-specific song\\patterns in feature space}{13}{}\protected@file@percent } +\@writefile{toc}{\contentsline {section}{\numberline {5}Conclusions \& outlook}{13}{}\protected@file@percent } +\abx@aux@page{73}{13} \gdef\svg@ink@ver@settings{{\m@ne }{inkscape}{\m@ne }} \abx@aux@read@bbl@mdfivesum{1380DC8C93D2855FDB132CC5A40AD52F} \gdef \@abspage@last{14} diff --git a/main.blg b/main.blg index 659fa93..b32bb78 100644 --- a/main.blg +++ b/main.blg @@ -1,71 +1,71 @@ [0] Config.pm:307> INFO - This is Biber 2.19 [0] Config.pm:310> INFO - Logfile is 'main.blg' -[36] biber:340> INFO - === Mi Feb 25, 2026, 16:44:24 -[44] Biber.pm:419> INFO - Reading 'main.bcf' -[72] Biber.pm:979> INFO - Found 55 citekeys in bib section 0 -[78] Biber.pm:4419> INFO - Processing section 0 -[83] Biber.pm:4610> INFO - Looking for bibtex file 'cite.bib' for section 0 -[84] bibtex.pm:1713> INFO - LaTeX decoding ... -[120] bibtex.pm:1519> INFO - Found BibTeX data source 'cite.bib' -[297] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'variable = shifted' with 'variable = non-ignorable' -[297] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'normalization = NFD' with 'normalization = prenormalized' -[297] Biber.pm:4239> INFO - Sorting list 'nyt/global//global/global' of type 'entry' with template 'nyt' and locale 'en-US' -[297] Biber.pm:4245> INFO - No sort tailoring available for locale 'en-US' -[322] bbl.pm:660> INFO - Writing 'main.bbl' with encoding 'UTF-8' -[333] bbl.pm:763> INFO - Output to main.bbl -[333] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 10, warning: 6 characters of junk seen at toplevel -[333] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 21, warning: 6 characters of junk seen at toplevel -[333] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 38, warning: 6 characters of junk seen at toplevel -[333] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 49, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 58, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 73, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 82, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 91, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 100, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 109, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 118, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 127, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 136, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 157, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 178, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 187, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 196, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 207, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 218, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 229, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 240, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 249, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 258, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 269, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 278, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 289, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 300, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 309, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 328, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 337, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 400, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 419, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 428, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 437, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 456, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 491, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 526, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 535, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 556, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 565, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 576, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 587, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 619, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 648, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 658, warning: 6 characters of junk seen at toplevel -[334] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 667, warning: 6 characters of junk seen at toplevel -[335] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 688, warning: 6 characters of junk seen at toplevel -[335] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 709, warning: 6 characters of junk seen at toplevel -[335] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 720, warning: 6 characters of junk seen at toplevel -[335] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 729, warning: 6 characters of junk seen at toplevel -[335] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 749, warning: 6 characters of junk seen at toplevel -[335] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 766, warning: 6 characters of junk seen at toplevel -[335] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 775, warning: 6 characters of junk seen at toplevel -[335] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 800, warning: 6 characters of junk seen at toplevel -[335] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_E030/347c261ec4135a5723bef5c751f5078f_66584.utf8, line 817, warning: 6 characters of junk seen at toplevel -[335] Biber.pm:133> INFO - WARNINGS: 55 +[36] biber:340> INFO - === Fr Feb 27, 2026, 16:08:08 +[42] Biber.pm:419> INFO - Reading 'main.bcf' +[70] Biber.pm:979> INFO - Found 55 citekeys in bib section 0 +[75] Biber.pm:4419> INFO - Processing section 0 +[80] Biber.pm:4610> INFO - Looking for bibtex file 'cite.bib' for section 0 +[81] bibtex.pm:1713> INFO - LaTeX decoding ... +[110] bibtex.pm:1519> INFO - Found BibTeX data source 'cite.bib' +[276] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'normalization = NFD' with 'normalization = prenormalized' +[276] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'variable = shifted' with 'variable = non-ignorable' +[276] Biber.pm:4239> INFO - Sorting list 'nyt/global//global/global' of type 'entry' with template 'nyt' and locale 'en-US' +[276] Biber.pm:4245> INFO - No sort tailoring available for locale 'en-US' +[297] bbl.pm:660> INFO - Writing 'main.bbl' with encoding 'UTF-8' +[307] bbl.pm:763> INFO - Output to main.bbl +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 10, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 21, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 38, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 49, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 58, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 73, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 82, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 91, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 100, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 109, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 118, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 127, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 136, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 157, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 178, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 187, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 196, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 207, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 218, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 229, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 240, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 249, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 258, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 269, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 278, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 289, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 300, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 309, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 328, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 337, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 400, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 419, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 428, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 437, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 456, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 491, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 526, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 535, warning: 6 characters of junk seen at toplevel +[307] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 556, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 565, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 576, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 587, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 619, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 648, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 658, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 667, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 688, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 709, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 720, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 729, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 749, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 766, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 775, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 800, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_Q3WE/347c261ec4135a5723bef5c751f5078f_25304.utf8, line 817, warning: 6 characters of junk seen at toplevel +[308] Biber.pm:133> INFO - WARNINGS: 55 diff --git a/main.fdb_latexmk b/main.fdb_latexmk index beb530b..6414929 100644 --- a/main.fdb_latexmk +++ b/main.fdb_latexmk @@ -1,14 +1,14 @@ # Fdb version 4 -["biber main"] 1772034264.18198 "main.bcf" "main.bbl" "main" 1772034759.24472 0 +["biber main"] 1772204888.14684 "main.bcf" "main.bbl" "main" 1772204926.70326 0 "cite.bib" 1770904753.08918 27483 4290db0c91f7b5055e25472ef913f6b4 "" - "main.bcf" 1772034759.19611 112931 2a478116d80ebb1ada7083a24facd6e3 "pdflatex" + "main.bcf" 1772204926.65235 112931 2a478116d80ebb1ada7083a24facd6e3 "pdflatex" (generated) "main.bbl" "main.blg" (rewritten before read) -["pdflatex"] 1772034758.38317 "/home/hartling/phd/paper/paper_2025/main.tex" "main.pdf" "main" 1772034759.24493 0 +["pdflatex"] 1772204925.84696 "/home/hartling/phd/paper/paper_2025/main.tex" "main.pdf" "main" 1772204926.70347 0 "/etc/texmf/web2c/texmf.cnf" 1761560044.43676 475 c0e671620eb5563b2130f56340a5fde8 "" - "/home/hartling/phd/paper/paper_2025/main.tex" 1772034758.28312 42982 53ccab2920e50e1098db8bacee851eed "" + "/home/hartling/phd/paper/paper_2025/main.tex" 1772204925.75836 43610 64fc0d2095542fc0b26831f03534a80f "" "/usr/share/texlive/texmf-dist/fonts/map/fontname/texfonts.map" 1577235249 3524 cb3e574dea2d1052e39280babc910dc8 "" "/usr/share/texlive/texmf-dist/fonts/tfm/public/amsfonts/cmextra/cmex7.tfm" 1246382020 1004 54797486969f23fa377b128694d548df "" "/usr/share/texlive/texmf-dist/fonts/tfm/public/amsfonts/cmextra/cmex8.tfm" 1246382020 988 bdf658c3bfc2d96d3c8b02cfc1c94c20 "" @@ -154,10 +154,10 @@ "figures/fig_auditory_pathway.pdf" 1771593904.14638 1153923 3df8539421fd21dc866cc8d320bd9b1d "" "figures/fig_feat_stages.pdf" 1771841347.81651 8600157 89f9276167cc096f9adce052152edd70 "" "figures/fig_pre_stages.pdf" 1771841345.77353 440442 263f9bd4a3bca8e0653ac0a4c4a8da2c "" - "main.aux" 1772034759.19111 11791 e9dfaae6f87e4ebcaf36d6fe7922d6f6 "pdflatex" - "main.bbl" 1772034264.80873 91039 1380dc8c93d2855fdb132cc5a40ad52f "biber main" - "main.run.xml" 1772034759.19711 2335 a049bc26a7f032e842ce55de5bc38328 "pdflatex" - "main.tex" 1772034758.28312 42982 53ccab2920e50e1098db8bacee851eed "" + "main.aux" 1772204926.64635 11791 7489be3296a12717c20b24d84cde4ae1 "pdflatex" + "main.bbl" 1772204888.74085 91039 1380dc8c93d2855fdb132cc5a40ad52f "biber main" + "main.run.xml" 1772204926.65235 2335 a049bc26a7f032e842ce55de5bc38328 "pdflatex" + "main.tex" 1772204925.75836 43610 64fc0d2095542fc0b26831f03534a80f "" (generated) "main.aux" "main.bcf" diff --git a/main.log b/main.log index 6f5997d..c8291a4 100644 --- a/main.log +++ b/main.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023/Debian) (preloaded format=pdflatex 2025.10.28) 25 FEB 2026 16:52 +This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023/Debian) (preloaded format=pdflatex 2025.10.28) 27 FEB 2026 16:08 entering extended mode restricted \write18 enabled. file:line:error style messages enabled. @@ -780,7 +780,7 @@ Here is how much of TeX's memory you used: 1143 hyphenation exceptions out of 8191 94i,19n,93p,955b,1732s stack positions out of 10000i,1000n,20000p,200000b,200000s -Output written on main.pdf (14 pages, 10361972 bytes). +Output written on main.pdf (14 pages, 10363062 bytes). PDF statistics: 1226 PDF objects out of 1440 (max. 8388607) 745 compressed objects within 8 object streams diff --git a/main.pdf b/main.pdf index 145f48125cd1601a90b170795ccac7b120cb8ea1..3f449eaac3cc9c57b1054781946db6bf21b730fb 100644 GIT binary patch delta 60338 zcmX_{Q*fqTw5?-1-LY-kwr$&X@&#|qj%`~VCmp9_+eybZI_aE$*RFl4#>K3fH|uK6 z`K+LPy;joEkFm*0}KEozyvS@EC4IO2CxGh z04Kl&a05I5FTe-z0|I~`AOr{lB7i6$28aU^fFvLVNCPr}EFcHS0}6m5padubDu61W z2B-rXfF_^?XahQcE}#eK0|tO0U<4QgCV(km2ABgDfF)oBSOYeIEno-O0}g;A-~>1W zE`TfG2Dk$rfG6MucmqCwFW?9G0|7uF5CnjLU?2nt1;PLT2nQm7NFWM`24a9%AP$HJ z5`aV?3HSjd11Uf%kOrg!89*kG)tdb_55dZwQFMz&1KQS?cRw6O@4L|6OAVcvyz3#B z&DC&BBixJ}Zt`>w=ub|HVuP~-cUiqKF1XGDhZ7r$G#giNLk}LXncH4m{Co;4*bV$5 zoFwYP&la@c_`B&7=c_<-9iWEpOjNI<$g( zlLcXu*5$8ZiOll10S-}u#lN}+Wl>fL6hilsC7{|I&B6}2*<1KG`A$8k%)dUvqeW2xAe6~xqktqnSaZur(7b1SD-VgNp%QTKi{QY*) zCL-@)*`Vk-CNjkj>C&H;J!f6pD)y&cf=AEkF0oB~OR z)5zCFl655SW3C((P|os4>VKM9-3XX^1qD0z^>q7!!UjulCp)}IJhE(EK!c|aotAuAHcLI_A`@<>2|z`K2Gp-omy&O?eUT%Tq${`Bd-!1SVbFPB7t}#m zsdg6nHIQvpW05k|Y$Zy&L9}R%~W?c6XoZHuU<|h z8vphS$nmr>^T62r&Ep#V^qX``iwZb*bZ8Bn#x}G$0`*GRV^w32_d8Fw1KJc!EFe{;O#>-r{k8##WYx-q8W% zHNTJ|ZRCEM-#A7}Nrh9CQ!xVf<_9MPjuky<)W(=6B&d_c@Z62EcTAxNw<-ccZT|{C z)f{7pAW?-kMlNWUh$t4ZTrSYBJ2U7wHffS9X8= z)_@~F;|W)rl5b)@uwaThA1BOgB4iI2#QcvZPsdm;QQ}r9L7p(A6Guws9_c&uz$- zw<`HpB?5QM$3g=W(mEx7`pTA{RH>BQ2-3$!GSyZq$Da{GY12Fn+pNWiCI z5uCY4L`qFMx6LFwHbvO9R#n2IseAhhEkO-^jM&i+jH&OV4}AI}MBui42q}(roP1i~ za{2a??QK<`V-~z<7=j5;^*F&tO~h7e6Oo`QlUEJ2^qV??Law8Z(5705g6X7Pe4ddNZp20i-);-j+1?(%MxR=eTf8C z!HqFRZKcrw_4);zs6kcsqG=6snSvr)Sb0IHm#TV+> zeyaFoi@ZN!xHmwHA2^O(G%Q6OtbuEG@{XG=&}8DKi(j-%qUW7gNa=$dTuhJ~!6E@V z$LWDqR0xXHCo2omVs+hsPt`*=Xv?zv87^bPwTIb%h7lU9gRzf(sUXjaC`S@Ejx}0= z{8C|&PFj%)*FP1?Czi*b^$sN$IJ55)lY79;dWB-qh^T`mLFbzfjjS@7*Jk5l-!bN= za3-p}Xvsd^*aFzH?{?ybAn?fk_R#_@1Y;t=nh0MdJJnh{+S`$*R1Bd{iafsxJWiED zkpy^U_r-)Fce5|DlEP=6BWftvADo^M(O=y#YqH*j(ounFuz7~WkhVuxo<{o>0eN$< z!_(~=IuYlbO0j_|XA6boe#W6N##320oHBCKG-iOm*now0ljcE38|xNtRyZiAZ!+A~ ztRf%bFsdsaAmoIB-{@I~zNpD;EOH`yDL2MRZGC7nR()#ag=4B=<7sNv^)&tSS+7It z2Cfi|3%)OCpaz$jlyXu-7bnBowN5^6FBfN_U4u4tRglHC^uf73eTi>fuT7cMxce2g zj-UecFGLw(a@+SYg9=jGp7Iya@JvaQO8*=_Z1^W&*bNYRv&)R@a2jpzPDdR$O)@qr6+L*Cn{+T51|p_8M&tgT_nW{A?iD z&^Z9d=)M(#V&n07wTCmFsoZSV2}Ho`HhgHQXn~&{at0$KUc`%x7w(Q8AuAU%-)W1N ztQkkyi*tMEVCp(wbpugUDcorxqjg`2qd-pQt>SiI?I$l_;EXE$bb+jG%ZFqos{$jgMv}I+}kMo(6Ym@4u6&%#6(O49Ji`taaDDgIM z+xGMxKV8UkF;ur_!%b9uOls*u^IVF~c-2ad<_UND9D=j>Hfv-n6prm)7hdF&1Oq+r zMZ--=VDKxR=eiDkv%N&|-g2ms_f=L2hxy!PWo-^GvH-QtmHxvMK}Z-2Ee(Ztmy98M zEus%j!DIotG!zsV@A+y8Cs5~A)P#N`z5?wWaAC9v?w(^a;)0`_HC3X@<9G;Sf@C&X zjnHY5KUso?t{s)OZc-3|maM#4-ooCmrYL+kJx_Ztfap$HS;`8Y+ixuhMI&2$=2=t_ z@ovZpDG)aMf%MjSj z{tn5;#qqyzbY&p#PTu}MaMT!3JR#4pli1M=t6hgl&Fg@XckpB?kx*Ji$@@4p*PUZr z;AFA`Wy~fyso7~`1%{R=CEVx4@%VggOuY7|si!Dq3_kCpEHDV<{qPLCPxU`=RInwe zkV>@?9gUt1$KR>15R`3oq3=|#8N`2>tyELN(E|!7Rj5y~eBSjyM<7}#-N3T-{rj-J zyYsIQW}8hkdKp3L$xsO3%2q;hjbIaIW3^&4AMU?3-I}xE5e8p0OEIcR)R+h_owGU5h`W1xU!&nYbQ%c-~Uz}VVB@*uQ_qT!~q+N@|BK9l&jMfu|{gXa^(WzS&i5kJmQ@YJOMk%`u zPd~S0mja}r_#1aoz^)o&CBxl$G=2^bYhHCA_K~k>2Y=YftloCcS}xL3i&g*M-!>RK zN&xi75sv2kS;5^vdF@!230f$UI|vNi%HpMOJO;;nzk!Jw~8SBgPp zQL7)Svkf`S4a46X5PngQz%N#WmB6}7;J1rM2wH&cI$Ng)u^}gBeiIP&9 zg6+U$-w5e92x7sMUuEgNPORFhgq#|ih@MC+G2;C>3_%Szr0V&C?x$HaJBMHy`EizX z_4TdYyE)}+_xI^XjF(@b(k|#~zRbj3$pqdvz>^)?LIv*>URfJ*uDb%MJ$w9&F7NPJ zfbyc&0Q#$=M$e+rF!t8dxI5~V$YS{yl0_P4Gs1_bj)Cb-^xnPL!2~l|z0?Hek>&;V zH|@u%T;yybI6slaFniO?S4fiOCVUP0WUa5T>?%VN-eX#Z_4%(p4{eZV&j14UH^Mfs zlTV?}+4Qgi#s$x4XfITAx^3@$?j}w;G?OPcD+$7#oEsBDF@>Aro~o#QHz+65`GS^n z_|k=68E@6)9znu2%RMD?UoP$wt#C~Gb!Ya8b&GF0H`7u})+Na}+sSuMiRqYaKi6~} z(I=3vGup}E8^^kE`}RRG=sI>&G8#y@B2J=DuHY=eQ?P@=t@hnk491S>XLQJQ7&pse zcT}|1&25@`$gM1}9M%Ib*{*V>9;T^Z5)cym(v8%?PMS8)j@uXp``-h#S z#_y4M@;sKv>*Na4Az;DEv!-^wI?U%GMg%ruUO-^T7-PCYT%a)|)Y?$rz1d|=u^x&; zeqlb3!c!8-#|l_*J~+0X9Uce@xzlrz3{n7Ytu{MteGnv$N+Z#Nx6@+`KZ`&RcT5e= zBB6;MN3m{MNC5h-f|AZZ8*6lHqq+hmYGURnVmpt+cj@D;;x6GG1zw9YGr8aC+Ax1o z(Hez98|5B%_SuSeFEAt6EGORY(X`0@QCmC+tWdbJW+!ksiyBrr?JW5LXVoKb36 z2l`yFW)I{}T%#k(z<$z%5Z{7e`QBlP8OXiI1d}j_HMMFw`tI2b=3~~x&!G#Bl~Fwwp$~M$Ym*jbl?V&@IGN{EGXy(*qKBrO z>H%p79;n@jZAo)MldhplR2en8vU;Wd4WX!jM|JOyXb8K)bB5;8)0{7~KJl~1ECUkt zRMb!ijHm^6Y~_Rg@pzlV65Z?Z0!rekIL`$8zG&McB~dyUHub(c_cc_w;#L*oEjX%A z{R7Bsxm0)GyQCm116}ZQf92k`&%lrCiy+i&tu||q#7Jvw=I=ohreN6h+$hVkMVF31 z!Uj_f-_wu@AUw<=rs=JwIm+7d6m|VucI&1f0jy>q1^L%-b}o)#-u^Qay~=&83U?F( z+s5aHGcw2Tn;HszXi!0lmdZB`R zE3aZgf7!uIl{+x^L-N;(-WGBOf0+cfsanIklZYil7G_gTxKlp&f)%@dUM?nTNK7N~ zyey%Z(flwpo56seL(vLwi7foi8A(R&DZO`$_e>x}5dJTiynm$_vhaySj_rA4Of{K~ zjqbRQbLpLH0lBA>m4f&#ZAje|Y^ww$`{F+kRb)CPtSJuIDQDB#cCb`it*z+)V;+Jdi53Oal{++Ot;2gv!W}>?j?zLruA^-?u%% zciPZ?xerbd&WFsp2!#m|l{A6)L}4Z& zUV5-I7aPZY5a0$Y4G5#3_SpY?O4Gvk>)x)$dkvm*P>LlcR|N&&h}iDHh8My7AU&SY zAj*9W#o>^^E*xdWa#i5KfuE>hS6y9jvOcl&%!el)=-Df{4ZcgVBaefXWR1hNG55!r z<$g5$iNg$>5q7wFq&h5t344PuZWjv$tGdyy!(hft3sOGdF3m}_;c7d$B>qt?tv*3b zIb61=?8>mS_SeA#jc3}IB#OQ2ldFEgcr=x)dO6ShngPGW5Wt?_v4$_(g9q8Q;JM`a z(kKsFXVr;p-N`8!3O<_~V3G`MBpn?;M^L#G5O`xp$(S+ilTdZ8Va0>GQN70AF((Cs zw)zZPsn3h)cP7?5h5JL9Lajg7shUrZ^AnD7C_@b&@S%)ZDFMQ#rO1sEAs(t7+#n-~ znt5XWsSxOXWgiU6*|&8E$CUf$FGo zJ6Qu_i;yBB$$Y5_O-F#{Oft$Zq(uEs7C2F3sxT_5#2??rMjMdQy@I*I7O|7MH$3@U zbM!bYK{iuVGiKCW+%JQ!(GU)<=N^M{86x~&CPbUx*#sg|(}c9{3DSF&*i!g{{=`O0 z*ExNl31gT=7}B$vTd&+aZ{t`#cj~^aZn*Te?6cF`+!|z^5txN|r={T^?|;C}#qi%0 zxJFhqU$6zXjKP8E$(ased$xLo3=oJs>*q9r3v^Mm+Sl452>OnVPkh#bpZ<9X2#A+^ z_|Vf0+owLG$~02Boe{}#Z<2u_ufC6CZJBUAIYFVoKApVDtsL>+mZ23w{fsWrnAy+mx&wf+)1Zvaluh4pa`|RJS#mzR+3xx2 zlMi!X8stYVj$8R8^~ZKD&$-)()BXocVA+a5WpsVQRaWKW&h@D-XZH$$rZKqvCeMz( z55(m9-7~CWyxL9t$^(4Yxz6&0#;2aefZ)7M&-IH}Gl-x>czKYLiWVyWv>IAdHMWyr`Lp5UrynI*=K6Z! zYLHv1F!~nj%}N){G<;$y3$`%cT6u=;Qm@RK-r_lXej2w2)0GM=(?G24sGn>X(Io}x z)Y7>AX1j~jmlGIK3lEv9=lAPOwl-16JbJ?{wM^P4>2yS$DFsvi(Boo)b_ER-Pg?S7 zJk~oA{#`}zA;V2v$oR#C-i@=il9thN1h#%Mw?f&gmnc%`&E2p8VK>aYu>{ikkg?s;?&^2Spj-^;?-FJ zB}0^#C))y=%Hm&v&#+J`S>#`7i@5!TIUj7(x}9)uUVq{_tUBY4O|32ruII5ix^{BW z^`2NbRqL1DaRerfjr_XTo=PBEjU>}y73IH`yiBAn?dYyS$EVCoE`w|j9)GW_2b)+2 zw!Ol3D^EN+^?+mh;cJb83Sr2*93!vn|GWL&4E^@Q=yAEN1>y?8E=l%BP5-!b#|;(E zPdLP2aV+#I4t9p!uSN3&N>4}6{AS$Mo&whl^Gn+bej2C=z-4TrMXk z9m0O@yEXiUJqo23@dfGNL8fLj3GNS#K}{T9aMGZn9}506lrx!;8H}tX{B@+t-LF_U3o&YVJl+Pm+IHO~dk6%3it?OU>}}zc7YNr& zeiOBmCl5vah@vcZbN2m_$dX~^NM8EJ3ARAUK$*N$xk1ctPW8Xv1&^*1gr$+ANDG_H z&*H1!dW{8n_Edilo*oqt6iPt`6jbwu-&AD|y(kQR2=MSA8c5&L%6Irg^g#8K#y61q z=&_+|Ex*P1GE{?Lv-+TczSKVTH8~O-aP?aqMQ#)ce~Tzflx! z7cXpE1&B)M^CYZT%Kl()-ed^_UmcYSrj0iqaq8F>?_(k`j8i|iOE(CS4 zhHFN>VZ2dZIhzMP>a~UXXfqqQtyi?6TvFb0!Ia6Rm|G4a)@#598^dbhB&8$?u8riJ za&J$EU;%5r-X) zHwEb*oAR5$IBRFbA_{)JCmNYpC=sc{di|q zM-DTbH?aoFp}AJlxjln~*bvBnz7tvVA$;`6RQ3!P{yWIIaoS=#b`cW0{TS5RoPitf z!c?=fgV4zzaZSXw`Xj<5|8=e)u_9s((_0tL;n&aj;xHm%%vpCKgWn8{m|Hi=Tf+7R zJBuTxiqi5pTOYo8zv0nf_~e>bNg}G9x4PQgw4jSXQw_Dz`%E^1@rL{@zf1O{1Ag!I z+E!KDu|(j`tc8RyMQx9GaIC?~K4%iyNNXa$#JV3FZLeg@pvh8qMJIe*)3=LE^Om{< za-8vmU!S=3bIC0#g`n(NA)2oZEL0@JrT3^xuN`J4?9BgXG)Y-NyTu>$E{z%8Z;R?1jauO z9#8c5{{#F?R_W$`8g$eWsD`eqOy^F>mp=mEVt`#KtWN$_zr>bmnr9;+j~ZO-j*XGtVC6|8EaP-;-Uxqr+FN1pZR;9X{$G-)H^3Rpt@i5n;di z(I3fJOmhp<{A&tzyG-CO9I2WDLlMF_26UR z$YIL3z2P6EZKU(*|E_!LPubrf*jO@}3b5%wBf9eLn_OspC)$;~^X%wiU;(rlO2o3% zd98|uyBkC%2+1t_;-tSzXBuuG5Q9qn6co3`-S?pKhuMP+&|OnpWkJBHX06= zQTJaqbEs#H@1|qanq}47y4LF!;w|1|%9x!tyqL5?=qffmN+iM%a01a9k#4J!)pZ`KEd^flS;P5}_No#qMHndudUT83Ja2QCSF_RF-oG3RbNJ}wF;^N>?H>9b zlBjouZ%)^3QCnn5Yy@pt8$=>heYU0c^Y2fg7`5WO_b~L8HKjcXM-KdIBSLyj1QwqL zp-fs{KV=xq&0RT8H6H2x@nfe(rb(G5coP$b=srwo*P3b*A@;c&PnwVDVwmlIBiXZDE2?OIQ>{&TDb5SOqh~k$NkN`CSRQ}tq6tID4dG-si#}nL<*xWgax8xmyr{fMp zkty@rX*C7cL9LX!g2f!;@)!1sXekb@YAvpow&?;0#GZ9a1(9J z68xJ|xmHrkDP|ucEfQ0|*`nR%(B4->c&|@OX3FC2;dkGaNY*(BW!%GLf~Mq-sA~8t zx=x>GesNhCCPSw(>twS_-E%yIo>LmCB`;W*U5o+ef|w7fKNNEf9S&CGd942^rPpOi z{qdGxSj}JNHj9434rN4;eiTqD_!bQX zd6^8TRFeZ1C$~7pNW=EJD25duM}gFBZjSbkh&1v7@kV@7hu*Jx34QHF0*oG3?_uh1 zYqE^psCK1%cBKkbc||R!0=7jy>^Zvxd!<9~)A~u#C$^7WZJfmRpyDi%f6$OgQR>X- zao3}^Fz9Kl`oTGBeL8H@(Qmmm4Vx34{i#OwVS5bHP<-OAXtVm7c;?@Ba1!t!q*IHD z`Od<&@L;1uHUHG$;%0?iwVVFR=vrm}$6l8x^xg_F`AQGN?1fe&_+0&rLNlEcspT6Q zJ`uvRvc^cG;g~1P2y(5802|Kay&XweK=7i1p0pm(WYo=qd?;V+>N4o{=?gh!Vv>5K zUv^MFaQH#*f^kB6Itd-FhVfuF`U7iu9G?C)l?Yt@Dv<315#cX2@yP*J9D+II_r~iv z{xBzSVVgtVUETT+56CJ(MPkwWdGzrTOoEDm)+EzV)t?4l+#q>48R3%P$(J!`6I zo3rMcDgdW-pU%nxU*L6n!icB$ik-p{FYnks-oCrO&b5`h%srNy5LJu04vDt02G1l0 z`C@N}BR>K^Pfk7M8ej?`h}k&;uk>)+_43JV|E7@_25QXIbUZ=4*GiWw8DIVB1Dp18 zF-MfUBR0ko?zEaw-oJ>P;ri}ZjY8G9xHDoNHB@qZFlu@h}q>vb+hf~p$r}>3fk@mM;S&6 zv}zlq1W4peZG;2s_92lxaPiNqRKPzzxR(J(Z|vWR!xr&~h_L(!cx)k`UB@`jaWZfH z$c(3Ce!fW4Qewn9USAElpz>BX8*FB;zshyiHAz|5$G|3HqIM z2nejgWg%?s83|HYA%O8&tW&~|KXdkmN2v01U^V8iFXS0UTh`1R_A<=Lm&b%56NPjH zZb-)sL<0X?kV>BPh|?(nep`XD7|c8OR}T2M;eiO}ct4SNdw7XW136wSh3vJYP~tJ= zc!ak~2nLViU&wex4t<#Wn?G+E`~t9v#jG6$*GwkRbep-qT=qCHq~T&kJf^XB*~jZ{ zh%3MB4*P!2QT*QEV&nN;$=xy}h&=NYR%|Qn{&#l&1+F1&8$N#q3WQQM802`TgZlNM z&x!)=Yrdv~mlE1NS3K^pI+;Tag5*b}Y0O}y`_I!h{mAA9XZb%zd((}e^GD!KLnXJr znU-ca|DKA%ungX`67Vzshd|4Y%4v~g8-*Wj^1OrX(dWA$HKwNFvV$7M&t{7pRFNVV zSqe5xSop#&c`wD?)XSVG9*)ribo`V%nRrj1KciRza))B-a=SiD%;k4BDh`-a#otz; z`a2DLHa0i%2)EW|yIQnPB-Z(TeM-ELV31n7MY}8In z#k36iv3YO;3Dl!5fhBI7;kQE*qLt?;#d}{>6BZ7c94yKrS+^19T4Y?j=X{P(c3j0` z)+Jw3%|s8bXohak(N^y`5TnnZ=2RDEtMx~Vtns5SX@}U%qB)NOa`r) z^F$LMIm8=Bu?^C*04_wE5Xo|e>s@0H(7(;~>a!q&fxu#<$tO)mKCszqzyNvT3W};yPH<`OCY91E7 zFT$2PXOzeNoB0Ivgm^yZ1gy(c#1Q)j9@!n4nCFN`T1b)i{Z3E!{eEuc*5~XB>pIPV z5|p{eq?vPG>Nx}P|JC`ntmo!^6L{U7X0|9yep*l z>G`(VZ9VtY3tKT3sWLVH9`JBG?Y8|0ioH&p%x)vCoFS^4L0yryCdluvh&o&E&cHtd z3_B%Xh$q`?=>5R5V9Az_iCik2uYCvp4WDHXBG!SE)+XvyICqLQRj`KB{fRjj(!Rvv z3gY4A5ftF_-FA=`v|#L#mToYrvzb=8b>A~>zcliK-7dBNyIrxy1-|?99Mo-R+*WC*);a^E7`(s`cv{ zq{|DUvau`jAC{dgw^nRZ;ESoY$lD==-|Jz@e@BmTt#xK7a7zpDI#n8m%&9pD z!FQp*1OAO3L^t`9xaVzqMG{WAw>EAOF5a9ep>1BrAqK+Ib9DOuBA+t>JtKP1V-rqF zo80)ky%Ri~@`1g6zJX(>heCImGY5298v-Kf)?f9D@b{mSTyKk3z5yP$pW_#Y-;E0# zwVXlb2jll)abZG!!bl+pa0njT^5yhoge-+3$A8a0n5wW)2}aq&aHsf_t-KGG$1Z`U z)R-RpNmRfp%AoXs(Jr;sN+Qwf*-SkcGaC9kFG6Dwty34unkXJrhBT@&=L*%vM%dg& z3KqgjLHX32R$ILah4-4Dt43xXknthce|qf{WrJ)6=MUjR8RdzT z&I$~$MHH5orMrSi8{?GCtwrO8RIMeEOpWIhX}&2;W=0IKNg<+#sSK?l7vJg$A#^D-z$9Z>K~}$H|sFekjV9?EUKS4$XN;;u%oGoCH*Aq8SN6A zhdr==lJDFYMre1=s&_#gi+29*QllM?B)Od+uUsn-O*{g6nLrAl@6+^JVjuFijI1r2 zi1o1yXqf6(Kh(F3L@^-G`D%bYMW(WxZDGuV%S{b$jMlX_-K&4Zh>)FnM=4IPkVk-B zg{z%p8S=IMMoETx$mU9kXk^a3eG3J2st^hcArNs>v3S40O9Q==8-DyL&oBAaaM z7LAklWO9NMm2r`9X+H^$<5Su~Dx}3AJ?9%rLzu8Ivq?+IW+6^ZgE+(qLo0qPFMOxB z6rdcZnpB4%?L-KjML#km_&y*MHtw%Nv?$|`-m0hx;+=Z@jTWKu9!P@L;fSbFf$XnCaK)3fxm`{up-)oh-vjd?MlY~+VI5}MFALMs&xmxg2B7nXjjlL zg8C&fmsN@C7Tl&WmufsF-7nXCrzl6Lr%HfA5TZjg$vrgWYzU)C{0x4Nd_- zNV{b_+CdIuaOTfn9h{A_4KE)UZWnQ42%=iW17!*2VKN94t~p#t;VkO49?t%y83~Si zS>xu$Ky-N|Hu6*ELAu^mR?8;`Uk?G`Dym~1zVgV|LRq1#K!zK;<8++zSp+5ZTQ>{F zjxNOrW#SG5&z*oTssV||AS{CwgM20=2;6-gyX=gi^OkK_5~1h|&!OK%TIC2{ncA1$ zOOPdOZYlgHK@7<=}HfXmi!>zZnB!HtYPdK|WPg zUEu;3GL{!%$LAPC?1tN-d}*D0Vb%)Wb%NtdjOPDqm?#300s5sESOHZNbEWIU2$P%HbN(5ZHzB~1X-D9>0bsiy+(!}#| zo%;tAakH=p1|~p?njZ|@dIaJ;fGp<%+VzZ~zPBAsd57;5X`3z!unkd%&EM#=jKp_G%WP_m>&@2yAp6Q9BCz2DxsgRk@3I3iNg`ZJJQv z;{N*Oo#GemQnK})fghbM%@%kT$?eoQQ3>{# z%j-e!KO*@3T;Y*_MS$+0&5XTwoxJTn(La{(%c*_sL*jCzF;;W za(Xth?~;(~m)?71@6fTg7O3D3C1=+uu!!Fwh~CSbex}v5er)LKvc7dtc=xl0)wKsC zS#kJZ@pe7)^#5hNH?y4Cd^5AW79=oz@N%-quWf$yIP+aW`Nkmr>CiW$$+X9vlS}E^ zAYSo-UzHF*ZVciJ&^Hi5fAA;+Y)dpp87J@lhSz%?M_vDU zP@x(9+Z6k}CDqy-H$dSqYjx%Rma~LNfO{_dMk=NaTNd`%+D$JI)R7*U_6Ik}pbq_)vs*AWVLbkrwdkvhl@z3)30siwD7QBWXqqs)r2SoK$$A;F9OLHO55TAkSozT>rL0?c$V@&S_MIV~b2 zEhOE0QOA8MluEa0Y$qD!>!#-_z3II98Eg?X;!qNl=d5Q*`0653}_c#g{YQNX!bH}4idX$;$C{p zZN-DmErHo%GHpxd3jy91h_xm70SX+p?|!<}k~d6l4hFHj(XxxU;TTP@%ClrR)KcfX z8x)V2qM&hXa`}*yEPBKuQXy(iyZ)?wGI~a}8z_5#1QfY)Piz)**sF;6hdUa*S!YTaSIn-8U^>l3MR{5I{XV8fdAa^{5U1PKqVL)nD?o||&`?P=et1(z|ha>iBk zpUpaxjL`APge7>MSnYF5+Yy`m8u64L@=^kh#6KP5V=pl&loH5Scywr&eZ<`HZt{u8 z2|%|)_KGj|o7+~5 zIgQ?%ftMcK{Au~eOT^Sk)P!28Y0BPdA&~OxH3iJ{=^q-V1lFIOVvG&G3vFtvopcZl zkJQ3OI9;m+%&k^zbK6T2P+c?%Q{s!5SF+a%6<+e>${|*@b)31uA@pL(-`QyE^g-Lv zMY6MvOw=n!7Vg9Lrx!4es^&o|WP-4~Vskp~ZVb(D6KtLS>+LwaQAuS33*EGWs1h*& zcqNFC`dF^z#c{E)p%PwtMK-$JL)kOu>sqDa$n#xZ4snBtZltalIodOa6utb_XfUrD z2358>=lRKJPnz&h>Wqb8VvN(j68l>X8_%DeXsGuE#s3ddK&`*_9G|uQ7Ptn7XLDnK z90New1`Kk5Cl|4?b+b1&HFJE8^Pj%}DkEwDGdDLU-CyPaA#0Gmxe*WykOMlJfvjI6 z8Ud{UDmF&uAV;_VaY4mr=ICh4!^r63;=%y5c3`lvHx;0!1GtzwngNtS4j_MfXOJ=A zcgX;Gpf%{9(iq^$0jg%^4u30DY)l+ofc7B3tH8?K2n2R`HE{wPgX{sX(E%z_vH%5J z5cqGh?B4`Bz(36aFf%a!*WEwXza5!_|1t&|8QECd0>N(PU{ipJxfKYYATG<`=;}xZ z0D_Hw6MNhM zXfwTzA2WdI_vgR=bYCaT*amFn_J{u05i=@iiHNDl(*9HOf0e?*Hm(2R@Iw?os>n;d^O|AahMst4$adTIYv7))7k=ftl z^0!>=_o7*ugF%Wm4(7kF763gn6Vw0Ey>6G0d*z(zL4zqgEq zodW>0w+FhxGrf)y3p+c&gZXtGjX|z|O)-Fx0c_*=Y65sI&I@2-V-NrPL^(JCj3U29 zeu&S{vZwjqwIeX*Q*!BKj@XI z@&~a27*+p^xL-2^{ui;nW(KsjeI2~t_s4%ZuTsN5=rv!X|04ERoso^zYh(W-VPpF( zv9|u>^>@b^jsFE-s{;KCzLsV32mVIpfBdulhR%QJ?7x5YHcs~cvVWzR{tLdwH~W(f z`zvy@H3NbF#dwvO{|mmh!17=4wIZv3!Pj!F|3K!~QvT)Y^_F3@`4jAw`}z+3OZ}Rx z?H~24t?lbm0JZ{|IR23`|0Df-hyN>nJw#3{>PA+ z`LzN6Y7c+&Yqbvlg0Fu6kYBF~Mn^My(7*conxvzP&A$v@+vD^v_}U)lf5F!zT>f=< zuhy>rg0Jq~{(}FrPDW1luk||qb>Y44+JEq0FBk~q3NnIUoU<|F4Ya5VY`Lot!grzH z8RMTO-_b~_UH8-V&p_7F;5F_Bd*+femSjRce0p zeA54-Jh{^hzc7K-H=c7ORNYJXj(}cOaM$zM&Qsmb61owxU79?@&WQ_2F$?|9rANZG zy0_@ZNbuZ_(r!7248l{<6n&&xgpObS40)zu+AI#qTSt0AI2yEbSLB)Nn`yN4@fRZL zFSLK~UdNHFxgJ{UEK&Ef?kgp#EDjyGWVl*5gwWS$Ba;*!!u#>k*z+C*dC}6rpYu!z z_2%jYT9JWvY?Z|Ai+n}H;~T>`2l{>@MaWx|!O=!ao8-cS2UaTSZ8&Hd)tvcL&&>MS z@D56Cd(T+zpG#*_?E^mcSvsC5vVxfZ6CajEiPsQfdX;~x zNXRo*Gg&wlif~|DE^PeOb5g2k;xtH7&m~k2xvY2`L@FwJ#++8nsu7#r5ymhwaoH}- zfWg0BMRqy_QAijak-UEp4LOFPHL{ zpIh)xHDoc{-4mNS8yfNqBDqxRQ#xnzySoG#tz8YQs7Np~LLV=z^ido-3*~|p>u-w? z+M?V{RNM+S=GqO{QAfKCxSa@XqxxrO| zKI`Rs;nX(}!E|)Yz;DwRjJd1PjQ;q*TC(STvn849f*s(#qr?L>I|$oMgfzD?%J6Lx z)5x`{2rJteC!q+BD%l^6Pm3>{VxBW_ykv zOFThBxO~Z79ia^1=hV9JDokCD(WO0d2L<7%!)hlDy~BHJT}$6av$oZ-&X$Kkw)jn5 zRExemzOyW8Mq^1P-nO><{b^Q1U8c9H({1kgoWfBxGv=2P;(I>=Z(s@qCtFUy9!$i+ z@>F{-EFFIn?QoI0IJSS$E^9Aq#V~F^mt`-4*|9#%$y=*t%snA6T+A9Ud8gLD{zkr| zA91Fg=R7lCJBe&G-I!;>+z4|n$>Le$QI2KXV1(ViOg8$GCmUzGI%nWvy|iuAd;OPD z2HL!w!MlR>Fmz%QZhZm8!*VY;@tne&QURES-9+@bxxOa)69-e9DV*?QzYeWh1dt_o2cTpdK8_7 z8C}gx44kI;4>e^ePm5MG4KpM7Jf8?^=>-UE2RU!z8f2RuYx)~bsp=PTvnWI&()zlAl^ailU zYey? zf+68pc1ZT6mT~lXp;<_LOx5S;9syVRlftZ3+pT|S2k5-CMhRKpMTJ~5fy?x1o5-u_ zql|(yybg#ZY2I^bS{-ZnF(LwK+(!t@^6vo#qEnsPt>=J!GY%II zA!H*y{?#&PuapsFMF^4HHMl97a8C!J`GjK=nLgU9Qf6Ym(#ZT+74Usd@0K@dq>nx- zO|XA1;rCh{^K)X%d+Aa0)FHd!L~Ch)Of|ryH6zrGM&%w7$?GP}Ttc101y~P>y+LMO z73|E1;;yBHuO~aZ$0UEKY?pjP{DX#b&`DOIWsKj@XVm-jNq^awU@z0&m9P?rpy$Y_f#$d1Hs0>j-h-15cUi*Lpd{l# zy~sZb5u_p7Vl2>Xg9kcX(n_&ijKebzqz54jDt?uHF^u*sxgoWMA>nA3iA0hmQq&w? zb2miFOVbdebOT?oZc%J zH@ZcrT3TTVG*PZsNuErov8OHpN2-y%L-)w(S#zypk zqr@4@h?~NPj=I+7ns^;m3_IQHwq=-?B=0<*GvB?olQ$ zWk!QLNC)%;prWTT<|s4hQyPEX_^$dci{G`m$SJ7Cl#4n@Ck`v&H`P3J26(`}d-Q8n zU2UtsVkuL{{Zc0Hur?L-c!BKGMlKw%WEOGpgN$IFZsSrQeK!Q}(&j)WVTnXCZM+<5 z1~~)JP|PwWj8dRB%1J3*NmX~&OxT|?c~NS_tSGe-vvJE{m7z2PX)%8&PHvH2pjZRX zeA?`8$TC<~so}dSM{6xpAK2K}Z$d}1%*g7U-BZr{coWZ=#mL!N%0FyFzo$&@8@{^^ zjwg^7t|Jfx??S$C2r(UWnRQ?&i*r|`tIoamh@r}&NIWN73ySgK8NM=W$Gd&Gj+T3| z=-7iTNPoY8e@q@D4uyZM9{92pDzQ1>T<`z(qk#&~`Vo&b$X2;;q;3%T&S#T5r5GY2 zV|az{)2%jmAfc}Gs(%$K>Ie>FdcAF9E`aNh?4g~M1Ozw1k2Y&bh(P$$WYr`vGd?;Z zeHft(tJ5hSb5EH+N|so z$v*KhjR_8I3NfUbP}rC8A*lCsA6d~lwp=;me{zuGx4!_1FT?pmw@3%jADZF3=B86X31{s`P-;RKgKZT;oWja@uk?H3#*|V9xZZ~ zF=Vh8Zs7>mZ7F|C0g|e7xq&1&>cr?<6ojs*%%;2fM~30@D(Y+r zo@eI*$kLSaaT0xb*&`@pXGJ zx$P)-L<*A6pz$<{{^RMjE-(G%5!PD?FBP&6K+pHL8#eFf>nxop&sZj0?DZOjghzgoJ5fOF(<#*^H|+6x+*C*9~N@n^Hf& zH>3+736X!X5oayYxjPo)YwZJ&@1=vd%p4q5qga>V{uBYDk* zI4kaxDN1g7?&@cXEIF@*9|Z%f>7tecW(JWu>Gpq4#sX_Ud2h`dh4A&;PQx(aZN&8_ zlZ-5{%FBkp{ycC0~& z(C%w>3Qz6|qitF(7!7n1}3370q#;ka% z0waF}h8#+gTdB_=#>}4grIuamN#PQaxl~q=A6Z_y$gpY(jcY(rukK^fUOe>`k$E~K zq$8VFO1wJ6jIQ-gn4kJI#Fr(7$5=n#vg;OVQwZ~4jqn%b^ia}jeHq#&6{?z?GmH#) zK}I21pZ(y}-h|TKnsJ_S$z`#P9}>KC-{*hk*&30>{jnw|D-tcxO7p{rqv3U{+eai08iVvA&79c zWeuiVvycOenMl32Mkr90AS_pVQ(E&0shq1T`A$9vyCC}|O$H^L2Vb`*N0@)Os25xQ zqpvh(_}L!iyb!~UWrqi!;y_oz#~m_8!>lcGBjp;u;0-#|3mpP`wS`q{v1jra;Y!%q^(&8?TGBuZL z1ro9OM<2q8^NS;X@#t>8KB9jN~2-K}-grsXN4-fyy?yFTIhCrP6CtSn* zlyzF~YC1>tf#jyfh~CXUF@{_FG8!|*M`{`F!55G>S)YgG(}J^Z=%fG>pi}dAdr(#a zbx(Vx8%A5%!5uKPj8?)KlinE6?m@ToyBP>=@-V3ynCKct&Gyj~=m&p6Vb~ELeY(`? zjC~<>$awQg90^pFJIFEQxH?6TeHtcY(;Yr}go)OWvLW0Bhx-abLo&}9BOyHvJpskUke1m<+Vl9d4+l%UU^sm_$rqZE z_IxcFS)}SL!zfGhU7&vr`9_4}&~7~Yc|UD_K`3jt>Jax>D5Ar>N!`umhDWEQ69}+6 zBFNUVvlFZ^zzV~`5cynjN{7UOyX1MHhPz*-&C*}!an~@iv+HrCUriAHI^0%iE!rJa z*NMwwC0ju;sT4Ib#0*T12h=6GF(@YI*RwO1oN;fXtR}(9axQ;6ntZ7Uo`Z<(cbN_6 zt1dV!q|HM-p2HI@9IKi0Y?AjCxigmbKfR>_A;h9`t*>T&COemgl^fD^X(ziD`TK1Q zpnM7vtWR9GCy>Ri@1T4jVjbo&$Q9xgiT2i{)!$8QQzn(z7Eg~CWYB(C`ZhK zLfhWu!}^TI7)zzz63$%=B$B&C`N=3~zsQe|73&XYmo&VVY5o0J=R>Otd92i>#J|S%3HqX|IL2_aXH%0^a7I1$=tW zZ;q$iH=Yd9xoqdKiA+2xpIPYGZ^RSp;)0Nv)kc{@M>46&cN6sG)YQ&+kMbE3_P`iT zgOa0JTBzVr;#!*V41vsBgfNP@X45MJam)9OoJ@Z;f>6B{&rJqyTPNa|FE(BnBW2=B znX5dXRU)ur>lMvZV6nz_mz*1)lhv}#t0B3HahA?%ICS-Hznx2sbhnhm1~?%H(IhML zb*^1(){&g?FhC!9k0sr~QItLgFV?EQ`vxJ4FV9^q;muDA9BTz;GCs@)H&fNXzreRc z4^4l+*mD<|HH;7J5^iRLTc^koWW4#7hg}mlo!o%(q(7C6u(>9{_hj+f`g#6crA@zF zg2U9bJLQb`PL7n?l76k4)P%uK)VlDjtdI^PQRwc=HSwm<)N_2fe%jQN>zZr1-UM&9i=pdf z%Mn%p@l#-z2BURc*HC*OeuCI~3$x=H7KRA6vo1XAXSvyPT0M^2h4EXn@4aorH7b8T zQtPs+4SCr94=ir}^k#7AuthWF4ApN!bq&j$?Ri@_*u$Tp+UA@I;R?Cnn;*!h=iZ_?Y)@~ zEA!#-#`HObvL_M=G;in2uID7t&wMAM9y^RcSglerA$h<2DR*3ZQOuYl@~eNv7cF%t z-Q~}@{+UE%ni=Hra-U6tbr_RzzLwHdD@XYR5jdGN`C&=nn1%ZU>T-*>bcjw|)<#l) zx3;-(=`Lh+%orOfQP;t$<@40T12C!>h0)pms%I2<;=jJ{)<(3PX8$#w=|mB%FsGWR zOL#)PQD0ICZjR5$LolEH#f5)cndI+qsCRb?&G44%W_cSo%HyFod3mjlv#KnCoK_hH z--h*u@5UIX`LMOXr4Cc6gdF_}2RAL)jZHY}*{5EV!CY;t8VCt_U}@mkkVWZl6om}b zswyr?dn%#jWLCOH)ON(O1;dygB5yEd=8Fj$Q%$ZWT7;j#yqqg6Omcsm6*FbV>K4OW z6-+ex2F^!aaDNY`0i0tI3G4R<;D5Y*L6wD+CoF&9eRDQm_+HPehD>etL2Q6nBf*90V<7dacpx?>E7-Ae=$KVg7r zaVYHAK*8-;@|p09^YPNmNbb6z=879^Z*2l+^IR9h&mN0}pPzV(h={u}CiV^3SR)Z= zT$@_IBdJF4#JUgUvZ?D}P|KpZ%y=(FQFFS78~;$hIM*%flKg*=#J%_lgB`(M*^ylG zxbs;^V(ej|6}(YH%(3$_#;KgHxMz!4{wY5?LUm& ziLCYCo9?<8WNmPLL4?^Uswf$gzL3+l;j>KHs-kL4H$610S|D&_Aqyyul~BudV~0R5 za^+Lc_cP;gEcx1bu~JV?C-}H!^kz<}#Onz?JrfHz2TVVlMZ_t}7RGnrfp%wz48o9E`* zmZ9vZa?jtaS#)c8U8TGO8yFD0RQyA)(EU7ras836h)-{)OE$l>ZX{YPz0PTVp|wP- zLaG10L=J!VX^X>7z%>`rZREaYZek@QY&Y(R_=#yv%65-31~Za@(1ZWS3>S6)PoUEX zLv*vsmon)9Buyt?fpJrev2?=)KW`M9tpP@=DRXkdnqQwo-mfHac{ap~l=bZgNkmCw zV~eJSU>J<=o7+{y3%;!At5weibS2%y+e~k6qDzz4fbhh2gLp~8CzEUG~ zr%;`JbFKL4A+hQ}wD%x#D=xF83s4~foT<_m@eB2EeF$3%mKt5kC6OkdafTB>{)tAv zF|@igDAd!p61=0tc7jdxaR!gTOWuMq=ZN&9`8XUtgeP`7MKGIkU?dv%wk3A?F$RC* zN^^ggH#~s2RqlFCtZ6jx`w1R#xo<6Qic$~qB_D3F92P>5`wJ1=z0M`Fk$%jOSm?gl zz_10PgRPr#h76OUF6;|sG48Eb)*UyNo+!)iwNh!7_RCSb4P|RubHwJCopM;T2WeW1 z7P4W=Dp9c0@R83GEb&uV!qg5{dLq$ERtkG3o-ffE!GNmxq5EUB zEjtEs)R!?*aJv^N1akM;7BNF#LOn7;8}XL~f9%F2X2|SjFD3>H<6CRlQnnMY(7P|u z_PC7Gs>LFGF{o>eGgf(l$AKAB7U43w5uSTSKt&vrrIe_aD^kb!lHLRUuxJf9c&dM& z@cb>6GUWTHDzl6+m>k#gHR1hq8B@ELbM`)GT+a0(3gkAIv)$|% z5GxR_XN68=ps#M?LN@D4iyxzC#YRegX|nvCQsdX0Of^LBI~c}c%%Tt6Yw)~2ofe%3 z+M}qPjwNtdZ0R=QM#qO=h$1-Hyt4&667rj4M%Bv z`p4VF+*(@&14{-?uAW$Z+uy#)m>J0iop}Qp?F zd^rL);Uo>SuP>BO*dei$6ZOi3fY7(eI}sx6hC>b_ZQrd`L{gTQ4s3ql*GGOe*Qu{L zEsgffM+=e_+qVz5;WSedG^W+mfhKd`uv0h3ZI`NI01v7p&M{L1K4T-Wm9AE$&up!8lNdib553Up4qXjXpP`w5l;V<*Zu!+_@xp6i zkJL8B7^PURCr33HXBse!hIDmMZ+U)iTSG#XbrK6TD6p%BuDU`=%S*<^62AH|jB!na zG6~#nYEITB&P{)FmMbIb#KxKEbKDqvLosnr3f(n=PtpH5!ve>m&d|%ja{UsrzN%{K z0s7II3J)_UxnA!`E=B26MXow$pP+cKD`Oy~L&DPT-u{DkV8s}05RpR$ya5|4wQ z2&gaGx*D3ZmAFMgr}y>hV01j~-BVvK*Y>7h=wT`^e+p^MK2IoCxFG8On(xAF{3(qL zE(aQG#};42H@XTEGp4jeLlEE$Mjq31b6HrT5>tOfU{(5Evz*_rG+HQ_T%X#ecDS9> zzyUUz5LuM()lty#1jG|DCo)0)vrp527U^q0V?8h@lO&2TLq=-^Tec#D=b25Hx_Yk@iI^6!hHJvP4aKK3 zqJ|@yEH78`)H<*SONBjE)IF{P6OIqERmy*vkuPYAL}x1Rf&?R+-HY1&*EE4w`yB6AJ2xga18cf1UHMN~vzuzdVrFZRcSs}Xt)_n5ss3usgkI*D_@G#j(tU$lRvZx z)3*mwm%ZmP^EOZ9cucxGt|u?#hcv)^A`(<)AIDgTe^}8g_8+w37e< zL)m5fpx5O5&w|N19+TBC#+3*p2Bx*K+;123z-;g@&y-X{=Xd;9>E5+vR_Wk^Y!Ae# zi94(ty7zq(wH=5hUVbz*MDuJTA2bQaDX8)}O&hTU@iX@a-Bl{_HlowzhPw0qLQQ`V;cp$DCBpTdc!LqTD(+WAOo1?Ll! zx_;Z77W@$-9ZLV+)6Ds^D0_eWh3!OL3G2boanLy{YQX~js#%h_TC^{+ANH^&CbhQv zx>fgqzFRFRYWjlQ(nJ`Pfx+pldPu(50d~Bj%HrZ@*!TSkh5X&b+BXL;Vzi1m!T6oo z9Ifl{qPJt2C;mNjbjaPq+qyGnJiKR`-+?6i-c6q*;ub<`?;GwA>TG|R@^$5166Ueq zr9C^vX0=dWCPHS$nS6ZYL1P!KJ;Ia>lyLBKn(Yd2N#7IjgF3Hn&AI)7$#>^GLg!NT z@SO?jXQAtfdw!KYIvZHW(Zf4qkD^0!n^;=20#iG*ex)JOxhj7WgFW{?D6bQ%4Go=I zZ+)avVhP(HI@weXj}d>?=%Nzsn+1!uu}_fO99~G>W0+^ybD=2%{8pgX5X6dg4+Bx?g0v ziLVk+U?u6hcO7fGfD_BzfbX0XC7oI`Oel6~yX*}&IRzjYYT9mjmVeZQp}n}_$DupAY0eVcZxawJu=4TxxKz% zX}3UOwAl5=mUnnmeSc|KW7dZKDoAyDMP?Q;wJD}hVqA0XJ-lZDK8#%mW|+XbL~?jo zVQvk%t#vf>w{I$2r5(mCxNpWZRN77Fkyd2r-di=7O=e^b5*|ZyY@_& z(_IZDkuL<=nU)p_2fkiiNbunb06G9E6tiN z*jYKbV_g5iF`GpErO{C6CS}?(jCZ0o;O1M4_SzT|EG;Tyze?c8%+yU!;Ai39nFAyy z4ZN|uMj3yR7J2EF$MOiPMDn$JPPTsX7(sXJI9lT2+jKLYjyF`Up~Bqp2XL3;bzR0` zCemIk;FQW%H`=0yF+8STzr<8C+6AYmbF7KfpISNzNu>~%Tpt8@x{Fx{33hf>+tP2F z$wGglU;RW`Jc-=8uXEz(s?k#Z*09!I z(Pn;gqQv`eeKL2o(2{o=)zpAeshB;`U1)6xjTmnLtWgxusN$_;i$`?O8@BlBb+HIz zV{aC0tMU|f6Mxj;&3*d`z9>jx%}5TE_1q#=&0m=N_27pxyN1%BJ~kRiKUE2(n311H zF2a8a7q(DW^a>A)go>fQ>V~y@GqHQ~x7+UZU2lz?XvpgoRr=J)PT_JXfgz7PJqlbV zI+U{%L*x7K$O)1cY#k$nF?bI!1Pqp8telBq5w&-%Te2zgoHg*s*Q;9C>P9OW6^1Z zY{0@56dIEd1zpw-$^25upqZ1Bv#sRwxN%`y((tV9msl1Z5xVSau5J5@Jj}7{O{9MV zmE44sI&sU#l0?R*Cz!;sgY($&%)=R`;&n_TMiUe(S0hyMa`VR6rYBXy{#X&M@4RVO z8*}9vD^R%QC?KY)U3)VCae1NyMdmo^^v6RGQM{b&Uut=vy<{yNRc31 z%%$&VpPIsJ!b^gS3dxsMkN9BFZ~eZ$QN0O#HxhPFTVOiB(l;r~kV~{wFTS$20IyP2 z#Xz1l`rNsCGhJ`rD`V2^CpJxz==^rOBEnqP{u4fK4QtUhACc^C){&%(?^=J;JU>m9 z=w+FU$G7dbaBGv7d?An!g0j!0vzt_P&;8cDIw_PToq^V)co2>=?k^p=-2p>$?`ZZF zFR0ax=R3UdT^Qp7M;*IhpD9p`wx|WPL*Az$9ptP|KYO@#+-0#IYDc)6SZ{u;r!5Me z0V|~9O*Mv|dHx8N{q?5Rb2onvF2&2o7=dpQLYjb=kKHX&E^EwSH9!I#MZ3O>?2&XO zvyYc}dN%H}r)l*$0@=*f_}xiB@>>KmzmQ&rlkJ`~I<=kpONNOwBTK(Um*z&v`1`;! zbYQl9q@XLQ^+(?ymw1?hk%-WGk1ZazJPo=uirH)oWihxg5ufBJomzjQh)z=2#B;WG z?6H5cDQ$d3Si{bs{t#G(6rv5Dsb51 zP_t9l@=~-aVWtOq+N_K*X5D${F>(1wExFG=+pOpmJ-i@LrqFutB*7TfD=G*L>Qpj3aTPjLzFQD~0cp227fEgMu)V2rtjzSr%SZDD~by&;HZ%?y9@48L7rUc&8}H!h@( zZZAD0-A@q%Fv7$izlyI_M{0Cl=tb6xxkHp~D=Bju%ulGIQ^Ha&} zb(Q2g7O}D}?05_MO{OI(KNbGLIV*OEgo@g338a#hT458Zmw{~p7>$!no0TSv6Y@ba zY7z_ySg31BA7p>SVz#bGM;#ofUEQBn)K_=)7D@MiLapni^f(0_Hx)v*ITx1Va;jC;le#?1byrb1sb%zi&g{cO&6%Wm)`ZGitA0feu zeHifb{N_g(kc8^`-Nx-K5*oiHwjtFc6hD+F&}@1bHUOIc3_@T*Q+u;5J4?M z(ol3Y)|BVh->oh$A!g*wm8=8FRr?@xoh0>wsla12YR8D!1=u?-e>Cl?3Zz`(E~ z^>N;Y=x|m^B?i<-%R0$$DFjX$K-#w}gt5$sWf|d6D1oh(gfItzy2^q|vPNZIdP95? zg%I3cK+%6ahW?ONX5I!UUFHj~R5I?am*BS1K(I!IO#w(s@mpTylDux-Jey}wa~dRO zmJs>X-s!2nDSlSxt(aX()p@FM-TPoKO{~jl6;lP)YBFSGny`Bn%a6Wgda4#VPvn6& zOG%`~j=7pH(@MK*-dF9xPaKneXeeX`qxEk^oce#Ez8=MooQtV621B|@yism~3E*ze*sY(w1AwIl$4+gF@^QK_W1T5u9`1g1{0U{i4oBQvC_kEtq zig)RwK7`5*FU0=5;k7fQ2;4~jVwO&&Pvk;Bv1O{5R8JrwR`9+WtYEts(&s;_&Nutl$1|q_M3;j7BsdmW=VRd znnvCRQgJg58Y84{VU8-ed-z0^PuS|qLAVRgVFfC54l`>|y#`4!KG$d#YL}!pse_U` z9~)dvesy51F}(BFP?f1iKoZdreHhDgDa80->H&$JYFz8*F0gS+H}OO6pj6WTq2 z6;(OfO||=^#FjMZ^)r@RnX1>m|3pPA3LQaw+Dx<&*@4;(O@ran_A#-+%)nM-OO)q~Ma|+F|^DpnC=BM`R=!`K1l=~wUDsDammpG(dy^mXL2%6*@ zsUwp+lsp?j-9N!W;hV1>qvqih;Gp^kX_FZ5rHU9R;VOFoH_PPrQs^N74$(_ zJ_xrpxc>UEPn*jQk}7|7u7C}*aBj&*WRIF=;fuBkQfJp#BeiZqxD18w34e08EWR)3gJ^3Gpm5l zwt|}9si^M<6ncLvaeS3tpSv9p%mL4Ybi%!xyDgeFzFwbf(; zGLI!#{Sc*8SeFvHiZB|AJN1`a7AhK%s>)JJfo1pZ$hu4mh*2u!$RbluyCs~sR@<69 zZzLF1LU51**GSsF7RHO>jPT5s-C&W(wpEaKqrKc_gQrQ-kU3v}v)MnTW$wGo*!=u3 zg@es=-gb4cDOL>aCPteYL9^9~%`{I2dcsE>dIt2Si*2stM+W!rTsZ2$?&3lguCo;Wf9FJcM+A z^g+}92;(?&fOGYi*Npqjnt*RQ&#}vgUl2zbxj=Pr^-XRhe2|BHMwvO;O~dG{(pTMze)g*@rd&^)IrH z_m$CO-8|yxgZMH@QqnAs#VZn0C1tZ;X<6jDHwy})%kY>~^WvuLNL29d8A=5fsi9c8 z)SaFdaM@G@w9KT+i8cA=V520iO3**6&L#)Pd|-b-T`M;Iew|G2RNXN?Q8)GRt?`*R zY~Jcr3L_uc5a-WnoOoWvs5WF&9$eX$^dLv#jI{hKXc7m6Lt?Q>Mmv7l)Lo1z@nc)m zHxTHWoAmUC$?i@CxkVlr`LwG80LQdN{$JJZX~HAP9V?58Q+bFKM0P?aX?y2TUe06T zy8VCexM09hSV2Ma3EfN8!lO~&%mXOsz6;U2u`<#2yY||e_a;ka!r$J#v%hr68;1_` z@l?8I8^gE%dBtUqD)RX2roH9MJRjHt$rffwc7b_M-T9lUF%3o!zs0jW?np#<0Fiz7 z?C`f5-<&%yCq^Qz(zWQND~^=H`D~|6QLKM-uFUf($A~WG`lZ7&Bz|`S)Ty3nh}}?? zb8A6VODpwlI@>{UD{;IYoy-;Imz_%#kvk-J5MiO_Z6~_0;ui{QWV0^<80u6l%WpdP z62cyYI~sb?rx6Ae@dj8LI?Fzrz^X;Anq8(+#Ci}~?BPQqv9(0C2@rqx=SO*a3M+r9 zJeBcQ?{U zY+mkjMzOR}OeTHrh4n7*Q8?sI<`QR9KG`D5`&GaNDpEVL$*-m(fr5q<#?s$aX!cY# zjR`|7)QUOKPCP=Nb%i+v8g_O&+LM3y1)t%?WjVn^y7q-0BO8n^)>>%m)Ra0oM?0Gx zig4ozvtR6 z@(Ds|iRkqj_ho7ZHcSYaph;VN<@X}&QDH)s?6JEintsHw?pWbQbd42fsM~)ZucCn* z0;hkN?!uTv*&y`l^a=g(RO^Gzb@R#iE6%&+HFo{!kiBMl&MyHyDXCOb$etagZ(6Nx zGhls*U|;y?t-1K~h=B=rZFEsNGt`}syw%vB7yS3Uu>G>Rp2AI54?o8Z2B)z!bpsN7 zyVq;c_Jxa8UDzOWA!R;&nB#v8xpW-bRAhin40m-)K&ym(pZ>=0Lz8x%9!q_iZG-2E zl|5<*y>^m1kB^nG)+flyM(DEg-sR9uN1_><6iQr%8H94h#Q51sM`PAxtM7TEftHjE zj@{8{azteTl6a|Z;#(^sU2~z!-UKyt>F1`nFv{T$QoIlKz5@f~C1-zP{q7AczPY<_ zs>N?{OA^TCxpWbWyqwFR4OgQPN=>X8YrS0=_gyS*j?C^bnof-{KEq(Pesr0dy?^#| zSooN2d4i)-geON<9C9oB7(AfzR*m1p9~n? zvRfO%Wdl4+kZ+TRPh}DoEwXUH1g+e8b%e724}_OUh?lWO0ThSsf19`Nf1JJ;5j8am zFHB`_XLM*XATls8GclJjp_>#1GBGtYIg{}oCx49g1yq&!+Xe~~0@B?eo9^!J?(SyO zx#{li?gmA=8|f58x;q4wE&+kFotgjWyx+IhIg7P~>(1-0-yxg@VPR)tVPQj{q|~r+vj_eoMxfLJf?RE!9Qpn*5C;KG-M}&lQ#Y`k zqJNVkK+fGBz{(C_<>F)I=3`+2u(7c4{?E_}#0QWt^{}x3C^7-$oE(9!2$bSZ&fXv! zD{D7!n*aR?pfRTfu=4V9GyLTa5On~8Y|Kp^0g9$>)<6evMsrhpfVz{p4baW|KOtxY ztliw4`IwnKJw2IB9bB25KvqJu3;<6XH-Bq@8qgI8@&H-@eiaN*GIap{T^SPsB|yX4 z#`SNxx|5}wrzr>s01NDG%z=)sU=Mdk3m^ypP7Y9)RRAbE10DZ1R`}b10q{?60IW=` z|Aza=`&S?v$G@CS&CQ)0oJ}3QZ5*utmNxc4fU=YVlbe?t1HjbL;+LVRy{i-0-+$D@ z)W+V_3~cZhb5nqns4Bn|T;MtevBir=#ybz|zLi!tz%U7Vgf>nvOOu?m$_Ie@wt4gx@kNpc{ab zg@uKimjeKF0RX+st(kv?*YI`*{(q%p{Uruh;P30~^vDA^5tQdH?}# zAa|g@@1KhQA_P`efQ5~@8^8=`W#fqOJ33elwEP=`hYzyx0_d}VcaIgo^6Tf{zYM|a zW#Qy#@BQ2SulX`7DM+e|YSRB*@xMATF()s8FC#k#fRT-p6~N2G1K{Rl0e|@aH;Rg> z%|9$ye!I##S~>xE|0WCW(*Fp1{4;-=e{O>o@ZVTUPT-{l0%(5kxB&|%i#hlo*8k6& z{+G-DzXksl<^OHR|1TjacK}R4v%h=$ztl8;>HmM!rVcjt-v1bYch=nvy#I<$;45(a zzoy#2zi(C%Xkp{-@PDTn5OsgFvj4Y@Hm*`OUO)>K8#i<7znA52x#q7Uv$t^s zsyMmY{CZUYjI1my|3?SDEOR^X%i#*%$iGxT@ZtP7rKF>|lf|zKW8>rkn1Vp2-Uuw< zMPlRR1o*OoPtgMC_16vqn3)`%+`ujXaC!a!OD7P*uZePT0+>aAiT*}h0A_!&--sK) zEdCqu0GK6yBVGWrx1m>df z8-ckf{zhOfO1}}9i}JsS2h2s~Hv)4}{f)p})P5r{7xmu=%thm01UA&L2D+L4R)fiD z{zhPOTE7vPoc6zn7mR-U@q&M;n*B!Llx84Pb335h--q$90$hXnzlam;WbR}SUW)%o zI5>Vu92|ZJ{Z5Cn7uzpTHF!1V)v#|6^{{wFUh8#pk~!NSzl`uA*q z`M9`)Z}EQ;b}()564{$N{1F-4BFo

|^-{6!Nd5Y zQdV%Ie@Es7yE=kz^AA0^cBkKDz|KzpQG<(d{;dWFa|VBL9qoaZzsJDA`j7O#TfqTl z?F@b-oqo@m1KbE_d-s1oM*ORHF29HO3%LVb|9VpXogc?9p_3cX!p#1^8Q6LM(fn7; z`fGrHw4W8+&EF|G!A`C~2b=${DCaL5pvNCW-~xt=@ON79 z_kr2X8U*}fW5Mlm^K|;d0UX2q4+x%|#~%>P%=3?}1ABY@0l|Oaz5jsV!T9_p2ae9louAzPqZ(e&{FwDmnnnj4W-k|*D99nEl&ovEr_kA6RmlhtMp zx)7E>+I*fBK)cKp+IgG;T7ZSN-dIbOP z@$BWkdfRLX_X|E7)f#NBefSjkdU(XpHyD#MRK8+I8FGKPOTHE5TcF9z1)QF#9fvel z`y(2k10}T|pyNv;D#~d-8hkuvXe`;-xUEi^6o+@DDX<**=j(D?Ub2_m9cHc!$|*K4 z%J$q%oN9=?2mKF)O+H6(G}w(gbdhS-*y&9qj)R<$#E^weR47rU2Uep$<8e0)M$I=S zHn3XSc~O5%B#AqEf_AO)8a;!LH#A7c*S*GM=P%@ZW}`fg_vq}g&acgLokn^Or(7)@ z@QonTDO*}X1dr-F(+edK=?PM)AMqQI@nuO5J!y-8xOuA(&pA3 zbq#wW{D>Oa+1Q?TyX*?p%HKMAl5VAJNZsJ7{5~~ zgpjZo-@$0WYGhF5q9nr>e!-(lHx#Z=k1dN)rq{QOM%CeGYMsI3lfdKf=x!T)q;YK;I6^NC%j?cx-mnI%Yt=*gCyw&H?c1z0y|Q4j9$NAZ3>0vHU10M( znJmnBh`@;Zdbgg5zHOW_ z+Hb2gfla*O#mV7hI<`rt4~_dE2jhQLhs4)kdbmD)rt7cvW!h@=fH$D-^Re5pz2*b9 z4{4<#btFjmQJBt>Wb21t(!%WwO^M{SbpJ@N2uv3ex}#lgfX@-|WHn~ERQXnDaC1+t zAg)QYkhb7cR#l|_5Ik&GHC7I>X7r%o6O8v+JRau_wsYEfyIP^hYbt@7zXgrx9bqJy=ezkrrh!f52pzp$@_HW}A zSE^^&tT2_2)|jxuHHNrT@g7<|r&9xIg*%|j#b0j~WoVgUaU1R0js6M@CTU zOQX9&UWu0`>U&$Zz2cXfGCzO#CQ7sH#eAxEtKzrNtZWTXDTCLG`6o>Q9rK)^l3=Bc4Zc~IW)i~F334^X#VaCLzlZ`3a zFy0A)D+GSNY9S@@Ttm$T6PaR}iQKlbcLZ?3xRF6)S!|gEPfey+(LaCRQ6jx$iEwiu zio8Hzf90S_A?julgggaIk(d?%?r;L3-xMVpS)=CKiCm}~PbM6Yh}#<(!A|g(<`}0WtdY-+c+}SR%P(I zI6u_P1;H*JXtrQ4F-Q^lP0_7~#)Uy+R>zo<95_d#;DsuwBYoBiMrU>*~ zxO1R{64L0IwyWQHeGGCBuh$h(bc|_p|D%0qnZDb0UwMI7|Z-;HQd4%@zN zKj8#FMbN?agp{heb9Lk1$F-X!z8FhMFs!R_L#=ilH%eeT3sLB_$V#kO>FBTUoJbFG zp30~E+`>F*awih{Wv*~8;Q$)~dz_;^p}9&90VPZfDRy#`kaUD2K(e|V=n9~>J0pEpV`+`dBMcAb}xh! zIS@5>nJ1*$8%fncm@(>Ad+=?t!^bfTr8g?VPQ0St(nXtbCH*Os%O%{p-1u@%oqAJ4ChNbMe+7c&XXD8*4ziFp_O5JMf&NH8V#d<@RT%NvTT?=9dEO7 zc*%?B;2>l+t5tgWPEC+~3oXAkz<$t!esOu+5L|zyY&|U}I+~r+)GcK64ujXDa4yN4 zju4Jo*1@fPu9nY2iTo@xq%=)oj_}Y_&8ujTH2kLpX^$ErWLj=uR89-sMG_Hg z5w3deu!IGs-SQwoiWx=ygVx1pM5U2i28X{jCop+aMkxw3BvT_>&Y;`|$3?wej=wXF zZeM@WL=usU5cU$Gr2G|cmE6k|0)9eSqu{mH0b>_U8>w7No8AX+oh|sD3R1&5pQUw? zC8pM(_xIRHoF~x`(~OC!5(>?n#-J6MgX0<(tB`kf%x^$n-i4qYSxwccP^QLu0je#& z_Ga{X70ru2nSUG3n&_M^F8Qfzu|X3?$5(&w!ztdvB&wuDRPjN@EG#a9(XlK!^0?0J zRf-{bOL_E&y%p8?9Izs@2K6YzjMD;hhE7=$o-+x#K~ux}0e{2ZqnEdf(3lqTejb04 z!dW~wXXG0(8vP_qyJ7IoRt6UBuEfPT;X4;(Kgrl&eb3($7sSA2Zj6vP~S8Cdi#vCieAN=KYi|goHEEa`~ z%r~`SxkfNpB=ttz7{;EkF!5=tZEm4~fdFNarkc4zPDk{&gf={4oX>QJBVn0d+m1aV zB>j?)P!cLHLY+lG3M|>1weLpljw^qCrii+gLfAiwOYF$EYdwYgodcYu5J4 zU&IkHP%Q+n9utz(8xV}tB(3j%E@4#=tFM~IAeY;3glswQyLukHXeV~Y#btlNo&sP& ze9{S*!$41#=hjn@ATupZzqUM-Wvw6*p0{-yq#oztW2T9dEs!oQT!n*$m}udO8GVHx znT0G6N?+Xg9&`)%k>^#gY#aPhFseDQu8X(#z-LhQ1L>=`Bds8GptMr2j*_!zbOr~k zrmLYDzg05in|MYAzAtfi%-Da`tF@EPn5N4auTlB-KC^n=kEUIY?VBXSYW1aGP)SNc z6$T5pnxo;NEdIbk5?{+4&F1EAWHcFFp?FnSqv){(_m%i7j$czamFrO4C!|^~9nv8y zaz~5lNc~h#^!>14N18B;m4r;Ec_)&)cgEr0)125)_5?P%D&e7`8i;>Jk^51h-b8vS zCdu|1A@p3==u=ooXnfUMM7u|t9kd;4+YU*!@l$5{BFXD%rViEVIxGg~leDv#GuBMn zlEY?o4pp}J6N{??ZF_CX49*;sMbdG(maI*{iV`SFw&kc(GI_z;0@=k8?wA}bPu#C8 z&WNKV`hG`{7uSkY@I-&x$ZKkn2F5G6dFW-eKr--6egCQ(4=$R&QsMQYY=Xo@SXxR} zbZ=EoIY}>Ra1!1))Fw<2nV~;qs}xr6a9{F@qy{G2n1h;)0Q}nl5W6W3%jmaZ(l?g7 zDWgX)T`}r;RNC0ST7-)bwXkc(FUXZB+e7bKm@~7r%@Kl;4_JRwmpKc)lX;p5nUOjd zVYNE<>fT+iyz3ae3=YXhqcf87CmOlS{cg#CFIkU`)u7+`yzmY4Ec%7aL2 z1V9okf4>&JgU^$_9dr-lS6tGNT;;r~G#f%ZWoihr)18J}M)5(9M{3)i89=(Z7mC{FWh@wIh z0@7We4O@;&O*->-qIrEX(!*hMzX_M}=6{uv$<>+&}E+x-r}O=)B$24HhQV zw-G4BV}4+RH1|>pOu1~vkGLKdRm*%*mrAcLgGZ7TZ%^h4~7vI3S#cJlf0W9iXi4C^obo8e zP7I$KAFA#t&9s*yluo*L(r2cu^#-GL(Na$2EA&y2KtOlZD zW?q;|O+$#une%*9v58Nd?=y97UX&M7^cgmNP71 z9G$K!=0JbfAKp{>IVUu0{=BTwCp|2E`>rclQA4nI?l94Z*SKHmT}Ml$k-eh~%5cRm zRq92BD|3196MP4>d&7`zhg?f*P^$?Ys&T~w;@4x?O7tb^s|7X5!FS1sVa z)ZvATKQy5R-a}=V7E`+J=iY$|9wlm{r6FaavRiOqV#mQAp1ozas2$vHF^16iVqy4B z3yFWLNR;t(TjSmf%=;^CEUGURv@qoNpO%8^bK({s>5FkG#*^3%ZH%+ui{<-xygD-> zG88`^H8iI`3JRWy>kMm#p$mVVxNoUFP$XpO=#IE6UNV>(dxmuyAz8ahxN_*!LU_+m zuA$$31zWnZXc~4#Jq$`%{jk#ZNszvX>DbMN(!VAJKmVFDMA5jkPo8ifJ;k1wrtea zbi8;vM2|8h9n~??4b*?Ii(!krGbQJCP=j*^ptA=;32mo;YVfk+ovEb01J$*zTpMcm z4b8Z-WczGuE5@jQ5v)&2g}!nmgxnwqowduo&wU<>e+`_EXE=%0 zTS}GMi1x8@AykAGX>I#-h2R-ssOGxiw5Bn{)#BBFq57vbw7x(9c#5c zv{GwVCMG-OW)*+GC7xA!weU{HD`r<0wfk73acZ_|9MUz3anM;k4z{Xays5Fsg%2SF znwQrLXbx+rHs|Xj-T)ohDeSG>slLc`NWZN?Zt~NFY#9&?KVp}hXU8U*D|A3b6l&DC zafGktGb3n;9(|la`@_msbR(78E7D9%#X_KNuiR)hfnk4+6m_uJW8uJI8BvZjxq(ig zwt-o_5o&AzN>Fi<*I$QNe@%^j=RuT>UMbY#8`-W0gcKLNKcS&y zGGV&CM0V>-MKHm;7z>OlIJ#|4bYwlS2B13n%&Y;`^0$M?9q%3Xu{M?Kp`KSF@H_`R zmEGx-Mt`8#L3o+R$HFHAQA3*wa5cGEmQT7zxHZE@mePHsN=lo3p>O~ zw(VJ0jbHenGtYVWq9DnO3%c-ZcQ|I7prj-U@H4c~E?0qku)ihSg{Ntt~4eOZb?SF}M#uwUU2gIa8r}9zT{1@zXg@nNeJ-*Ls{-|NO`p z#N$2nF{xp@_4)LT;JJtM#e5*KsQQF{w!lrrzyC>b)%JYXHp$wX)0}8PdJBR!(d`PKK>wG(UgE zkN&WNM>++@&gVZHK3$U38nRQTR*ZkCR=xZD^{vZgp+exWYG7! zA@&n79=jJb+uw5KF{)Mp<)|msXrd6xpaYvIX?oeH)rHei!*vg@>ruvN8@v~pM%AnH$p7p9f>5$Snz*7p^b7m zEH%GvP{^fS;u;#%CPfh8mt#G!*pc>{nkwAdphC1)&D4;i)_It=@ZWA=R5vq(@1ceE z)#UoDyT)l-_Il2-rB<{Hvho@BLt(mzUvY@D3>V=-nPY5@ z_=&hKL$|IiWWt3RT6G4AV6}gKurW4dx{GsMNXJ_;csh9C8jspz57OGZwtUg{ zbNeE)LJ*|=srK9`iw5I5bh?qUoW#wkq68Tcqqv$I%D#YZR# zx#I+5d91%*dDvNqhMkDgW3UMhK=ZXt+CkEbcPd}+{hk&9 zBS&qLfmvKp;m-cs4Cy={gu=&<8JzS8tHd4>`xx~x1S|u&yo#R?%#Qm+tx2e!@m0({ zX<_io25vXGQbT`Ot6G~UQz932T>SL{-8n(^hbEDdjuFZjY>RN$WYnUyk&07YTSPxU z_eE)8nK+2ZRu}Bl?wwswXeHc5Y;5zkj`KN;XNUvO8CbQae! z)1|F&8cp7E3gRNzJfq<{3`Udnr!2NGa+zK<7E5Ghe13h!c>^UY7VsVImQVR7pgxIo z$=A)+T#_x}%Qx502#qjtdTxBOn)vDMDwA`WBU-?w(5n844m;XLktH3>Rk4fyM$!7AyIEdwYb?EJid2s zMHIB_g@n8sjSHR-#ck!KqO-xa-{lV83>p&o%JF~1r8`)q*oEY7g@rGlQ3`YQV& z>-eX+lxMDEZ3RSWfoWT=3nIc=D@PxzAp59r*i1?6;bOmNJvM1C?rmZK97ezW7+IkBs1-eHQAeUy5} zTwj0aERV>vok(U}gL^zupesYLuUlgL2>*b`0MYj}d_kTwq4!cYrdjabSFWwHK3)5! z;YFBFZaIKZ!w7;+ooF0+{gb73>bx=Mb7R^d{bQmMtF8F;DE`d0#J+c}QGuAX_*CGc2zN z2LS8si>zw^1eMh2_n$*CAv^}TH{8D|wd}FG`K4gHLnlpCK+bX<5!r|4#-Is!5g&gN z;>B4%H{lmDQOsksMPw={r#4*H zNR>i9&v-w=>BM~}TNSY9CG>>qt=i)0;IM=uCXyD58$EUr`H*Swgf3?6SJ}1n`}Pj0@8F)B5XsNp{0xJ1TF45Z?f(RB{jX^4A<{t+-Vv zl;d*tNbct4Rz?n8zE(ff{Kk^!RO-_ieTr)B70uo((S8~`xJ?^uo%YcYhXUNn9xD{k z?xtRWCO@}tVoE+$Nb`Ka(R+W-t;Ed9Vn;LBX4IYcLeqE@%wbU*2=Cycy&%{bTj;gE zzsqNrAG@h*6kAMtn``gJ;%Y+N?AWhZw@0Yy#4UYw_TX8bUsu;#rR#|6g>(_S4$TG| zl_LWfWICw#Sf_BudrkdKK^5(`)@ba>B}}xz9STG1D#J-CDfI?6-ZOu{&!c1D{`}hy zf!Q*vkOPCKU2`=nfnxmZOaGX_kOQMVtRdyFZ?~Oh>BK0l2uw}LEL!ngCOE~I#Qe(s zAAX*|O24xgk?1?qfo!90r7aY0iD8aRO^zJVbZw6hP_7U7WYgML8*oV+bZVGl4uXag z07NC4istuBf`U{{GuD4Nks${aArRv(4Sde42$12`G3kV&mK00IqYo}s<0Y}*iC1-T z*zn42xb@4Y7%L~1YjiNbYpLMxS`A5_9TkYEaMl%%6MH0j`IvrfsUdli$t^1P$tT)i zM$>O&V^K$$E@YFDnqzOU-%Ue;=1}?Q>IOkY{bZ6YwqYK4DkFdSZKUfG(ZlWZfs$?n z?j0eb9~tj7!>Dj{h|$;Sj7hn8$n9|7G%G;E(wem|dD2lE>1cE1qe2zZRy5Z8>FKao z%XIu!j*g;w1Olsf4wYLgJ+JFLG$Hbqe0Yy*Am0YF8!AMNbMNhI!$LOF31i0dOFAH2 zw)r{Zu(bKk803HL&Gy8+eynMkAct;%9tW-NTcyo>J4C5EtHeTuV3au@)|C5DiH8uv z83+oe_r+4E1|=ftdNzD6HlG>ICU!VaIv2~;j3z2H*H$4OSguRDr>NPVVOb%UNLo^f zwW$(rAM0KW&~j;Kbd^5;7Q5EeNgg93iEzo2p$}If?ofYLOGfwNiO<swXpHEMikZ35N z81$B(SmA$p+`!)<1DXc&*(G=v`3F36^?M2Ck#yu@_qvJJ1X`7TvQM=GCzN!IJDqx- zc_D@TY9zxEm0OPi>L=QBisgX{YNOmw)5%ON=O+cab3XN_vQq=2buj1`Q!+GxzDLz* zfFZiLZzfvQ(m~7S-2<@&nM(L^rKvhYU*B0A-^`jEXNo30 zAE6*0URHNV6`_7SAcLyDgAB4au&fCYL~Y5yk3cCcu^t}wy1IakUG}s0@TtzJo%+Nr zBUP4TBm-)9@;QVQ@?g#nyy<}rr#mI#qSAh!m?QUks99)D5!n+>Bzx^A$;kpye0IxdoatCscoym?*}l_5pCk!PuVtQVY(>wKYBZtb>zb zu1P4`#V|d~CWSiu1bj5T*{l{O9)r1Ogt}ZVC+RbQr%@~@4!%me}CkK zJVAG#WGi@(pXbNlHAflpJZDI#bK=^%73O*yMn0O8S%WwZucOKM+T{omRQ^WZj6i?v zH8VnCH_ZX>hb!lT!EJ{MUr=#&$!rn_av$zxTd^$FL8-1smDQs25g${blcG2|d+W)= zxRIzg_q{=?=|KzsNeQlQ4 zQ9X1Nj$u&o72b~1U0}Hx|MW8qu{qJ`&Q(?Sx62x5AID=R8t+3G+tPBDBCLNl)QCV4 z9>h8o8qsbuow7SfESHxJ*UNTEcqlV7H(#E<3#b_wtaS2Rzvg5Py{QaE$l11G>^=+;8(OZ${Y`XT(?;94Q2EzgAC%j+Ayq zwPg)SVw&U5+EvoR<%zV5am`V}@B9mv#Eu_GjNO?7-%oC!mZcnpT}5aZF<=~$;oeC` zJ`s(|MtW;y?ZF-fY(x5Z$&@WlEPfEog@g=%3X_ZM=%LJC znE-mWT}j;XcFdz+$M>?%?DXU^Pq7d_ujonhAf;dV_O0NOmyP(XNa~=#&YK4dZ#eFB z0XuiGwK%g{Nh3Ca6YauU)2-@A90WD*`D`!FoBu_;`a z@?Y$C<~M&cEy~0Ffg#cACSAP;$af8dtz-n6EYNG6{P3){jh)RgE7YW6^w%zZw*KyF ztk)SWGPj<@W6?l_iy9~_o?>?bZx?UEXy3Z0P%Y?!lcp~0l;%-y{`84G0Q-U`5$av8 zQkJX%&(IGwn2(cD-zU~mv-g_GQx$2LSJ1V*4|LpitR465YBn5|{7L84Xf`_bWeIYFOz8qa#;-KG(IC7GN;yr)U zeBuVhF%@wTy+&pk-+lvA!DNNTdxXH3QFKGj$*clnGbzQ}iDhDyT1jQrqFm92(N+4y z)1Q-aV39C&&STr#zpJnWbeD0(PrO@E@X=exvlI^5Bs}% zjco4nV7)V7pZQvch6q}OS^0p^{!>`f%XsPI_Y+r8ZDmXoEDd~3WK3Y~MX0`RWVONv z-%wqnTS4HgZsV;R0aMn)PbWomluA3Z+nOUOjXG?zXB9I=w<|%q1$Lr4;Rk<3YU61% zW}Dg6;jb53Rhfg43B7k)Gp?A&WiFVM*vcK4pGk#)4x>v5^tOt`>_O;1a0Z3Kj}D0- zfpe`{ho1RwPl)}qBeY&ISZ=!tXJRw4lr1<4e&K@qMuUN_K{J~+O_VLOfc0+gtZcfSoj48M`ihX z^{M>P;fgkp$_pC<2m|}>xG7>krBuU6kX_$DQh!4PnB6`v1zS|^lEX{6(o_#q(_m)r zf3li95Am10S5Fc_rnm1&$oM^@BAStRMd88+u@vKm4bU3mj1o!RsDSBI?63M4`IZ55j zdWet>Hsj-KH3yRs8OeXeNxPSyB7Sjc71S5ONSTukC|oM1G@?E;Q9;&(pPSvLuYW>R zF{f0~HH=1y1#fE!#__o*J0bw!CPWL>7P(92`I&eSHV&!AFo-dGYnk2e0rZ>hIUfxp#azX3L=s z_5^3*ASR&D?$DN-yADfffNyVyJ97NG&`#JP!z)ESmEPkzI*4l1g&%_Is$kxQ}lo{(!sqbv> z-K50Ge~}+v{GPP~b)LesHIm6&sKHc|pKdrTh%<`rMiYOIf6M1?5`sQptW*t8-GgUO zxv={q4%#*|07IU&a&8~w*6|n%BJs9!-OKjxIdN7j%2(3omcNQ6v7p!gd}gQk%F1sR zHuEZMV0Alz%c9NYPG641s6Cw&@{-!~S=vN)y6U32mA9E|6b;SL6M?#cD2vDWB*pP# z6e?4(FYazS>xNWtA_RcxmP9G9P*H z1`v3E)kmvIY$Rg)!VMwlsnIuk?b_Rh89qr;7BZpTY1oFyZ7A@n`l>TOhp_(KiVZIV zdUg)K+3+riVkng<8+Pe%I0u!1*sg|a2~T}P@0@>pR{64{qCI@Xl*boGC*j=1Rt$$6 z8o*bu5Fk%sM@gwa@o1l+KYjVw*RNFt@dG^+q8~??QKpflR4jQocUXSECfz5q3mzUX z(ChREmZA_GZD&{+l$k2)sv5>iMDf|< zAM}61rk6tVosLm#9hmiH;k(+an09B`g|=Xa;CzH>fZNDO@40pooRDO{UV87@D$kjF zBQ!OhF-{pEajk&WOpkAh-Ei-XO{=Pgt8{-Q0X5!qPjD=-fUhJy`1ZlAAo!3})L&2z zy*0^Zwp;4Fc$Q3L&;%b3W;y>Zx7LxRMhR)IRKTEh&%;s|q(S~B=)EXn4zgGvQgB(= zOwOCpOR-JM13s5%(}vwxc;ZvcP3#D(>a1+1jl{!_r|=~;0slcLZ{DBuYk>uAFq)7 zuMIC>%mYLmZtSlD`7KaJw*^pW?1g_Qr-2P?iwyffDeVmA@@70OLuyVdM_oK>4<6D+ ziaZ6VI2SL;z4GJ6rQ~~Cst0}_qH?6mX*Q3Eh|gNDxt5c<5({fIcONnbjAzRtD1vUV zzr(ofYrZ&&kjit-98e;)w5>0&dky*iI6wI*2i@$#bZo$MVB37!3gwGDU-y5Nniq}9 z{3@%7>biUG=TJzNqLCPC0LiC}s8t0O&Gz0C#x%(J&aL_4xI0bVMaJNF*aCtMQ-sK6!eDXp4W#b_fbIa&QRF7;d@#p6`lBWvSbv)g>lsO|L=bGs_YkMzB4&O0vGLKm@lpwE3u;X+VMfNSd$|+{O53$R z^9NN6D8`MpgKc;|y!Z4R*ikMbW(5^ zzndWT_}aDsf7zoRIhJCV*Y4D3Ue66^R903W!o|l_=cR5AoR@* zzyZyLa0|)^^HZrEUJKtLV}wl{RI*h1Br^}-*fewE$ zs^l9AY%9$9)enC<)?x~hnKQjOxh_8=^}m@KKL7u;6ZvN|YO-4Fogh zXtQ*|%V6r6{ttM{=}EjBYEubEcQpi8T2<9xzw#Fm?IDT}x9c;oZ2+Dv%UQ0UQ!5OO zRy^l*`91V-d3na)3)=VJs~wqaahH40LF5J2bmV`8eX*8H&M^)(kqu!PPrdLt7A4m3 zWMG_%5<_RbiTDnw#_lmB(f&r(D(U#T9iwRAcFC4Z3{tv}Ywa7qFGnRE#;Ntka)K(9 zK|Wi>`HF;8myddk!clsQL7)0?Vs%cMQ(5{)3AIwY1M^T6@wOVK2bURZd8M@#v*=M-j3aT^YG!RTvNa;bTuAKtJK%u5gXnQDSaC>NIQubNPUWp`t0<;e4c9_b~h6 zU@$P;EGBI+z$XoFeypaA{8(U@8OrfENTZb! zAUiN~u6;w3tgC{AF-YamjkLYR5A({9-)x zHOy}8O77C2pu!${`(%{Y)S*i$gOl~D?Z*281VCQ+_4%nZQpnWv+yuKQi%ykmnP8jv z-0!ki1EU`C5UveHsZ38fGrW%9LeYPXRggeQ(~~H*L%I$u)dkGmOheI&6k{pqeft4c zgO5r5^nBKWcL&-t@NuWrXE-G2_QamkuV`X&Xi(%&dv;ieM+24(!)c&2Q>Rt?;JP>5 z<`(Db$asi%maYVDMvX>dKO&J$!Ai!Xk@%u^4SM6Xj!{&xxx~{z0H&I-zR7=(yi9yf zLDmj1Zm-TtUj@Ru609GPJ14|nptHjtk%rLjkipnAxNgFPDo1)H7Rf&+9Dhj&gr`G( zmejVRsU>rYKb-siU1Qlf6=c#>=J$AL5E#uJn?-Q)&REIhORFJ5@Zj5O0}|w7Zer3! zfO=wBt0dxvbq-pFSN40~4XS^yY`v{GEBGW-_V;%ujCp6O;Y9BKj-Sjtek|l0j08>& zeh+Foq3PiE)UORHujFD%^5O1h(z-4 zSghAIQoOD>q8qK$tS}E35QerN)NKWPX_T4pt;-hxfK)^#s#NWrR1Sae9m9o-YQxmZ zdOcUEWARkwc!aag)K#;t2;6PyT5=MFh#>DKgkG@~cz@Itbwb_8p%I!KRHo0^$kRG2 z{**PBA1~rwaNI=e^M)?B?=e#3q^44YvKj4e!`uPan(2$%weyAYT}QXY?Hf{+D3K<9qg?5CH%4`ImR;H9ZBWU4tC?X)YP-FtVxd`DU^ROaTWojQ#VxO6(kRB zaF$2bq^4a6&3zgitWp#f6y`atTPCQNw$-gFN$9oSV-b?Z%{QXk8nk2(X6qUoyl;jK zb@+^a1>C~qou{3&4}?(qB*H}Fpn-IhOJbNEsXkt^CPhtpyaaTRV>_9ClXLM?hDFaj z#Wpdpc_CUtm#BZ*1w{%oBIW9XedeS4b!jv91H0kic#yYz;oV;6QOQ>eVSRFuA3a4; z)Jb>NmrHKR3*6Yjxx9g_5UscfFKVjmbUV)1>+^cagHx|l6j=8b=vI|ls6$b@M9XBe!qnAatK znKQ#$B+>F^BXDVnhGbOZnO=!s#`ITpuD3yNX?-C=#tUW9VGcfS4KqLbaK(5jD&S{_ z!=u(RotVu>pA%COomxMT3`B_ zh2~+FLIr;?MqUW;3OC+bzS6ccwI~vS7FTamEG0>;S#QucUrMI2p45h)-cWq1X{d9@ zrlRp!8sV(X3-wxXApfo&%Swp5_$b3HEctF7MtYet4qKOgoHpPSGP>e~0DOSR5ZkQy zP9)bB;>V?~(t;7dvG0;>1Az3~zBsheyDfQo)s}xgK=@>HrvH_pNifBtWmDHr4aeJZ z51so23JuLtnz`C(1mxq?)sr@j(WzHrRA#*dC1U05Wu@+ITP7AneQk74|4#s85}fU3 zh_l~PUM4(o=I?>9@ecKfC=B2gDQ19$a{%I^S$uuwn~Dx<{Wq7@fW}{lY`%u(^8T00 z*WiCmh;v(puVUvKdQ7&`Bta6&G|p5-0;|dQZvm-|AX7QTu+Ctt>*21tX%dOe$T*$e zB>(4cTuD8f;v9?&|FPNzJC+OruSwWb`@wt=&JFt{l$b=KSUAsc6lH!|1{<0;Ew#5* z`YIAeBjG>Lx)Ys)_BpIeb1Wd)f zbxhtt)Fn)zxO;K8;_%>Jv}oyrYjJniAFjoUI}~>w+})+P6?b>{ZL)cHH~EtH+f7z- zCnLF&JLk{2nYrf-=7Z@s#s&Cjb#(PHZZfayrS(X42-IuJxytT+>nvxA&VLsv5=~a_ z=l{5h)>30@HE2(;G&#Jndw%Lpj2nWLpra=WOU2AYR%Lwjt;Ge9f_w50RN86C$$k_z zevBQ#SO&>mh0^{3#$fwHRwWM>uhdwK?sZ`7%?*{{Y9@%!1Stb(!#u#%={*>U@Gg>6 zbZxDlv1%owB+Z4Pzo4#OJ^5JfrjW6zaCRiwmyG97jgN7TYF04JE0S0Dl>6=m{DS}O z6`k|=@)4axz85w5g%dwbc(;kQacaHFL^XA8C;CcEFzbK{aOy~eP>C!Ru(6P*{0x&U znWc3uyQdz2goyg>wDea%)b-{oBYs5PypqAZR)yqqdVxMSvGo=ecH=GgD(ZxTz2WSR z>oRXW&sVeMs@1_D5-7Gm@EDsx{wp)n2W!&b!wdt)4YUt+(0h1nlO@Wmn0T#VWaf zIIG&x+2|4aEmDMg)#MC`tzS?5h@eW|JbEW&#H=p4lY6*ydcvwLI{+)I-9X_Pom(j4 ziV&x*k~Q|(&F%=D_0Oaq)SGBYeTIrHZ54nv`_l$$uyuTEWlRp0^GkjvIfQWPBtOH$ zE~ctSwZRL)q$yrT72$0ze(ZHOn+LnBrFeEpT!WLQBy0VaL=Vx!%(+7?uM}?S7Z$N1 zwU+#7ra1X8t&HN3O0sK_yy2L-Cy|hk8U4($qYI>oS3=64DpWh=z0Y4D3=AEH=aj(O zeC9AL?1jBQU90;snRa&|aspUG>x#(swN zdYdT>xCg=2IZG!|F9#W)%ID**S~Y^6kCmwkOO`$HjJPavCx}VkZz|t5%2eNemnzl# z^qA-=N{H~IZZx7FMJ9>#3wyV)<`Njp$nh~{<~BLllgg#$!Fti9<1lx!NM8g*_TKfl z7T{-xXLgS{yVpy)-YCbiCghVk6Ls~-`sb5ANNjxU%I<}~gS+6cBqC=P_uf`E?)PRh z$HH_YsfzpN)46thWHvfHTM)aDJK)fq{&_MnTYa7gA^6a?&rKDXd0qe z$6Dbvr}QzwRXlk`M8+*6gb^4Zos&;|yGi|_ESrMz-R!VHcXSUvFoO8@JMP-FIa;YH zO>eaT@<$WVO!!vbS*?)f6pjR|%2`OgkFXHs-Wj#0%lnyzz^>S3mL63FA73$9PFOth z(Yc|3;FR~ZtB0S;t_oSwV|0zBX+m?2O!&ly8fVdjKikppdM;G&p;ifiN!Hfs;sEG3 zlgkVzcUByBe=I^SLtNlNQeq?<(97v>zoI72CYfg=dvO!p=1co@YjdnvpWP1sXmfru z%BEb#NmBOHL*W6{eu#e#)gEJPLcEIY`@zK)eV$B1!(Hpital6C#Myj6Ovo!O2vcz( z;mj)0X0K+ug6!|8DZUKQT_eE#zLWwl$7tJ@uG@WI4ESEjruN;Ws9ujOvlCIl4jvt^RYJ-^dEoWT}x>O7^?y0?a<(=64e zU);r^FcFHm-c}8B!(x44;Ys`Vs71R6^?{cjkDaaXgS40KN#+vJ9f!%Ds4mdY;thzE zW$#(Q$oV1cSz2wk(b0Ne9=e@{3ACCNd;Vkd;ly+t!8u0bSnZ9Cd#;mX2R6g*6^uRL zYtV;TF=iyI@sBMYK3to6b$r2-7&ArzAAdS`D*1|9I@I2B+j;(Tpwf)~&77^)is4*H zj-*K-RB~?&68{dQPbvbD>82x*6lV+e9p(}O;_ z@tJ|RRyV8_2d&HWDDBg#!(*pL@n18{dU#AC_F9kvi;$Ciu2XAw8Ejr!nvA3oRWGW0 zDwA+JsqFYMa}H`$exWa%R({4sx=CO~3?9K%&UfK?<{Gw=z2cu0`?CElP!IZ-&MP+k{gXHX&o`gL=V=uad?C2?qr(<;+>DQ}_`=MV*3=sl$T5~w^u&B)?5R_X@YO%gsxO?VEEP(1@zN&5c>% zai%xZ)7KPq_&OGlnO$<49>}~Yd~&vx`I+5;y+b@ZQuV+YCrIskgiWLSt@+imvz=y3 zj!-?CU0DmCABHKSwm)ZzRmT~0zz*7#dPou%Jb%b5Oah(oV6OP-htL^9IETzM;UIjaK70OY@s7yg? zCetzvm8QxcS|PVVuI6kk>zde9iV&7a5G#6ph84cmN&WdEG&Vt@_%lBC9?hn^~{j#(( zvR(~f>W?I6A#F@R>*OKBYw5aR{gex!qROt4BuhXQ_w=H5zv_0?q(IK}gFHRrc&M(r zHC|h!mxu8y+bHJI@+7R@Te!%brb$XxEY{G9NM6qU(86ui8!)Vl1K~VXWhgLGV>`$h zcX*UM1j6420L0HsT^%35(i|Y)9Sex5SfiPMe-=K$52_hiZhgG3WgDMWIp%!w#bZ2%+#sc7Nq>bqd1XIMmz|5n9{_0vE+VHlyLh!wlj6(Gm1N+Rrpj z+E0kIEZ^b}F}I83c}vskgVX{2xNC#k?ypOWLPkk?N}6Q^oh%B0%eBj&YEBPt&B0hV z<1HNw$Xp(oLD7^K@h8GiGzMRS?iislnuDV4nu#gWta2yQay3KuXnbJ7%v_kTTy7ZD zV42;c@VVss;}VSZptq6v4|G%o`kphz+RgLwUE+1_)ZbbMHxEqcC_;c4F?o~PnR~{v zscT=yo3iL%#wla6eyce_M1K`Mm$*!sTSE#P-|lPUzs463&MV}Vyh-CfST$x4@tAd} z`H%$pBYiA(da}We2(J7V--- zLd#G$VtYvo>TjcUtM~|`Z8n)Op1iDKD>%w=taGnEk=Y75=oM}+c-d!u#U46f_)}#< z>(A#9k4GT%%{ixn_*FTUtq)}e;8FjfJ7-T&S`x)g#^-p*UF!f`giS0_5KJpCu77&L z8dR71xo?KmO74fPkQ(X*OU$U!i9#x4%HtnqNYMu41JdZrcWqc(KbS-Pr+p#>_WO7q zWytOh#4tFH(Rc4PzoaqVe16prz|D3wg!Jq0CrF!c2#6H|wtXhK^he~2^)*uBXBS@Tqn zS^p>^`E8ppaBwKG7>KM!G6?I`L;IDjWBWb;{r>M@=Mu0u5VZN-?^(Ppz=m5yeYb?4 z92@>^mFzMP4`+f#7lN|R(nJvdBsv7u=SK0W{A3f#AB+zGA1POd5M_cTdBb}!kQ5uJ z$jIh2H%XHORLWb`TLVQeu)jzswJCD2`KfU%)0vBUror$diV^>H>FXa1nL=>UF`=vC zsh*@}*mOm%YdBoq)`G|o5k)#8DTo|uAijxYu*%uc_0-!X%32Rn0 z>FRCwP0LNs4W^67iP$m(&F0OJ#mAC3oqq3n)Q9Q$9{35@MQi4&|C0ilu8@ea#EIUQ zzo*3*mx%M%R5=w0&C@a6Dn)V^pGC1&@8>+~9?!JV-Lc3WXlB+6V?Ysx+9-1k_QWBW zUXlC&Z+0|%plS27oEAr3uH?UqbNPcr0aD{77Z=rfCR?(sXef(6MpfX`-rc-4W(<~) z%yR={f{k?N$p~cx`!v`wYdIwN3AzGH18xjRxW)&%?!!Ws%feNQE7_W^H%>=08_~smXn)o z3x^!fL+KveS+tZ*p~UBB**fsc2@CkT_)*>n?z~KXrgZw3IpJu&920=$-$J}4KdGzS zS&WfkQAW~-E0=qnXJ@_`AMS(Iy2ngqOZrQF4*8e_erMzuZN?uXpCxavn>l8fchnQW zFmM`8@2uEERP?E&SSf+Y%wcTXLI-1(*>pP=KyK} z>Hp{jQ^B!<`p?V*8YF$N9{dT;FbO}rP+eUfhgTUpNGPZO2!XhtO&BetE$%!7N-`Y^ zwEZwb`NPruv*l?ql&EdXCI~7?$ub2$vY7DOP5+|d4$f3+GXnL@bmJnYb+YmIEiQEAgwOJH~8`dJDERADM@$L^!dnd)f{y30oAW2sG4>=6=U8c+KSqnHX%tS zSpJipzoTIMFKil)!}c$-CbB_(3Bw5uO})+X9>H5WLm(al@*wzSl&Jv)Gd zg!igD02BKDDVBgnSq~!>!Uk2q!N^w$7q6+H1)HpC^$nkwcyR+|SaOdV0ZP{7k9}yu za7KI%;n>H++E@>?C&WtQy@EQK@G-_TWZ`SL6obFoMGkQDZ7ML`VwLDW8mBe=#5pl& zFe{kM#WFaM;l`5Lw%vy=nCwt0{eppvynY!35_`04;|my2nw5g*M#fZFsF-5e6jXSv zqC52^@&4mRe6p*Onc|WV`rDP4d4||u{*)?pfjZm|?(!R5WYXuTSCjN&&?$7cq`cyY zJBI|@ntz9dmd2>f`cr?rkbXJ(*58DI9%f`50bk@iQW6{hv!!uOT{dE#qErC9rnAp6 zN7u9KkQ0OEze(jpea!l6O%a>qIPr!0^GexlRtaC?phq6+n0q+4R@o0)DDT|85}Np+ zv^!|GxcDuG+h)*rokDE2&_v7sb8qTZFH|wKU89pr@nOx`QJ>&&cCYS_cew z%qvt(7fIid*xf6pR_C!}WxRrikykebbv4SuSusK;B_uea=c{~z_w&v3@dy+ysq?ZA zfH3j;P5q433(qbsqEBYO)y>xWUx2}Y%BEQ7~>3F%IseM0P)a4RpFjpA)} zWlrK&nm`ab)o|#qA3$_fwVk(edB7kU1YsOe&W5C8Q6~8^xdeQNP?~SHi1tG1U_{#s z{G)<$BK`#pTCD>1mrbqc{D`s_U4(t>Oa?7#-XGG=yD!k?zl+T?tIXdgJ!%Fbsz zO$8-I|Gfw*S|i#QYOr>ITZW!GQ82+mZxC2i%BzS|RL_%)E4;kkm=J+KIoWR;T8v+E zerzhP#NYMi(?&UXbP@JXytj+a%JO;HzL@Lw>NYUQSXW7nCWeQvC0i$5h~kiX+^W+seK$B?WEfq-Z8a5Ft7bh3iCR3^_g0bD93HUlDYPEgv({r8S&C)W z=ubLH@-Y)xoOqY2$WE}wYnzsJSN7!r9*(Ql12%WIH>VCq5du&A#VAl7vdVgTySl_# zQ9@7H1q_uI!LDOjkmM88E=Rbo9qj71ks|Sc15fTO1%nLvE5b@vnwMv|*%Mbt`06_2 zjp+l%>BGsM^;=-|pXUpg)p7lk+5%t9S1Sa$ap1*F5pt?kBPVeVx8) z0k3&{caB+qIuf|74%V$0wl%^rUDiFiuzv*;I*rU!rz}!>9q!L>{d}K1X1yBo;jjZ? ziR!1^-xs(ov(kpJVRG?L5g9VIiX<#o=O{Z_CfC(Rxr7)(k3)Ae4mu-gAc;H`gL9ny zk~M3B>(!1eOtyHB?iy;>4sY=Q^Ob=|W{g2aaNauX-~t(1w0;{5vHopH#4nd(`%}Py zZ_X|xBEDTiamibyrnD_}C*9SfBT|=aErZO*8|(DwE59tr_3N{!tLBW=0{afZ5Xbf- z0{B7|GR80rI)u%ppkj?6c7)maM-?WiYVeP=m4{D{SkwfqOTt`(>rWYgxflJC^lJX0 z9_-q|>+|-ogZsgxaf_NTB_9v{WBhq&iK~!ygY{nq7-1iWmzz_DrJeI3R24T^pg85O zT`F_#jJeyu#%yWT_IPO*F=^V(Ct3BHw%Fr=C!}IJ3$@+!v=)ZGKtm=Qg8xlMAI#8R z?Ddlw7BoMp`1rD}2o@`6vp=Rjd*S5E*1-1|qWzBU+#yx*KcYMgIQGC@+x~u;vU2XZQne+COxVeR(s}ATv+bMr{r-CPRhnu2U}?s* z{cyUo-fN&5jN7y#(%RN0>Sd$UV||76Msq~bvs$)hKbZ7Fs2izhqgf9oard}-8}7EM zD=k7P-n)$ycq0eY_?E5aKIrJwG3ia$OK+OyiWiL+SWGWF;?8OZcodaF0FTEvjM2@* z&{jS8VpY6{@fc1ka;U`TIq?&SSI*G>b^nR9Jm}Go{h74NQ*X1N>Md($6ti^%|M-sY zdmJ(?t-bpUqa?#^@6Mg4L=-qfGNO=n7w2142|QP*jrhM3T70niZ@WQzwN=I1Wrln{ zcU0m=jP(*vVq%hkE`ircd=L9<=r;?TcjyxxcZ7eEZ&ew-3`M(FW*-fEIfmVi%h2z$ zNw%JQGy#2^^kk1p($Xq5x7mTc&xzJkHP%Hq4=-D%kHeQ_Rf_0(x4zm&HPVC}xhh&F zVzfyX%QXN~IrFhkt~@J(R*En98e$@=v<9Qus4nN(_f>R{yb4L@(D${@z~f~Jdc;_1 zM6$lGmJ_xA&_quJ0dbmTbkk8~a{#M@RPQb$yR@2U2@uRGkJKf8X%H^x!7Erf zlXdB2KP=uoQ$ubIs@L+4)be$!|GVzsoPcCgzzw+kDp53yR5WnQ{JV}{=W_KsFMj!3 z1f49ws;cb8zi6E&ZV5*cEf_>%iJwhY@e2CRWb5_H1^83-p-jLz4Tscj3njOPD^n#z zyOsEKwYyh{F4t(X3}e9y2yy;kHPJy{{{B^S;ydKxz+%QwMC74@pbBYj@9!ch3H#2uIP>O6GYP zU%K9}PL*J9w24I8$)(&6ZB@M06=1!EU7#g8%e?Nj5)MD-U#RIXDVGqf6OAL?MOdXY zFu26vtl1(8$huIj6kXzQPwyt#|I+^ckZ%1_Se%2Ov1-^W=(i8c9d|<|gLUznSZ#^! zS5p5iPCjl9 z4h|_!DJdRtE(s1EDK;q(kJvvSNSIvk|96Y-e@_?Kxw-ypxhSqPLDtsB^94D zaKP~Ep6~7Y^~Lop!Ry@VtSeKVHlELhlk1cz1=Y!#7Hmy!#F6@!KuB$hP)m&J;785e z_;iS(U=^H3Jiy@2*{gzVnI_+UdN|=d#F>f*%st<}a|o#+z|zimXm}=@PU8KAz>_R# z8FTnBY1_ba@8r-BMJViTQMS*~;77>Cgw4J7rG0kTwSc&$Hr>%Uh^s>?Gd0$AR#v`Q zmotAx>Z7Hyb=r!q>Z=mQcYD>f7N#wIqbyy=S=PgJ1KuU9C-4Q%aPOn>1VpepJM~u9 zrA~zDNp+Y=4SDXYalJyre9ptAt1zC^!{{pU;1wgx2EqdG!}mw~tU9rQtsgJmm;n!O znLpVHND3gy;b}CKRh{%rV4PhEh@PqJKaF|*kKl7V$|5Qrg?C1+6&kHZe4F~B!a(66 z=OfA%AcLlb8Dn=`BF1sbs{BBo9u9;Xcoas_+gHtJ*r&*TG-x>HWOxE=__Ac!!^?gt zVt56|e(RSq^?l4+X3W%W9}N$AK2nk=tbm_p??q@Upn1#e9fxs0JW?rKzc@*=0Boj~ zO*ik1r+)M^y$qnOGz+!Ops`J(<<_CIeT-@XZjm8}qz=+0P1o9x)MQo1%2LHJ%V@{r zUBl(bt+VonOvQ$!4!M(u>?U>Pu|LcGm8|_f;{C5D4`+@2fffDY#E)d8m|iM>PlTjT zp6lHuRL6~0`+ax0W2`X$i4(09Sw)!D&5w24Y)#&8JxXp#Hgvo+xhDz&Z4zzWh+a;> zFL$e2-rpvsYiA5^-ihw}CYS22FS=W=Q6wTGnqELK@16g{2BpJv1Uf)1Y>4V3DC+$s zM(OKiDqj6#2F-17QpMxFvBQz+C5_dAmGBD@v&l8H+(v6mFz`jON4<^wjM4 z9*(k{S?^wL?vGY_6(sF)u(h1aPJ=a&Fm#7|i#x)-VbbjXJ8nMG=B3iSl*=N$0&~3H zs=Wv=$qif?3{##l<{tt-L{*us%v@mS8SEW88T~E zdFbmD9Z%~4olS8(8bx)kul7@_Wrxx8?2$-lqLth;y@)^U5X%oFa$AKocQ6Mf{h&{1^G<)s6xE8O*+_e*Q{ z4H8@;MsAWl8P;XbE4;TPe0tW*10|*rcKUo)Fe%(C-?k{VvE0>9D=aU$y;uXyv3npd z6qQsCpI_Oh9i_gg(-!>GM$~AbP(YRM9$>bxG)F>90qx3n7m0XFQGqqovI++Z?af`% z(o%YG^JZpean?Gx6~+Pi&G^^p*%h2D>(oNL!iyVZ3rmZLy|$D>wZenDEl@qTq}@t< zA$K8ft$>1!g2Td$g{4`9nO;iaU7@?`GRS381o=F_B#%M(rFYGZqu;2&1~p6uxek2ZKj=*RBF)9}k6l^+4tR*UE z4qK6nS{Lj(Ny;xOeef|e7uh-3c9LXd6XoE8P%i#Wi0~x-|2j(Gzry5W!{6)n)_~gY z`J(YL(g2YOHcjCFiUI%UkMTdrB|2cp`KH6u|2^_o1Vc{8mg=_h{+p=lUx^YalEcP*Z4I1VD*s*NWmE5!@ zd_d;Pp`8s7914Y|52B+MqG# z&|H8sZER}Xjtl?2`21ch@hUs^<-`Ymt&tYZ} zeVuCX%T1HU6awIUpW14lqv28CTX?cJLHrMP|W|t zRzI-icH8xJn7cQ$VRWcCYjxsDh;R`!@ezlJx!p8tKSe~Hj8;%dz?4Q?+56of2{%2&%jH2H2FzJ?*SEI$4qyX#?8bSK8XJPYGMozwh|K_{8M<*d|1(P zm+)n|f5p}hutV5j774ErBVk{PVJkYC|ZX!(y4ZG=a4flLNwgP%hbw ziebYIKdVB4>1Z8{#b-|K1|}u2P3^76BC507EN$=0D2US{s#rBK}M zTfpvnuf+9j;9b?-@2`|OA2ZRK8n+%FJ%D)5aJ<70gFA$fOl*yvoE=RJY>-TnRf)53 RkomYdK}a+-l1frY{{`%bW2pcD delta 59253 zcmX_nWlY{}%rEXX+}+)VySux)5BC8#^2cSk!*CexI$*fFySux?c~0K*o}^dOq;2}8 zsr{}t_dG-0w?0D!0^k4y00}?=&;Seo3%~*J00MvrAOXk#3V;fr0p9?000Y1TumEfT z2fzjJ0DOP|AOwg2Vt@o71;_w$fC8Wdr~qn!2A~D#0D6D{U<8-|W`G4?1=s*~fCJzJ zz5`qUH^2k%0(<~JAOHvgLVz$J0*C@)fH)ulNCHxTG#~@W0&;*npa3WWN`Nw;0;mFN zfI6T7XaZV*HlPFO0(yWxU;r2bMu0J30+<43fH`0RSOQjnHDCkS0(O8s-~jvp904c5 z8E^qy0XM)M@BlmkFTfk{0epdUyff^u4@Rg*S$jQY%u4Vl;N?fwu58f1u{r%`F`NGPU-(2v zNdO!XXw0gk!_Ya2+e3G&x1syvOG4-GgAiL zFEZqHo-@(ek$SFH(bzhNdU)F}MZC3(8 zCCkqp%@uhkZ#_^&{U(&)zA&pogKX50Oq|Kkcs95lCjC5kQu)k$I%FQ`P%<%=Nj)`f z`JYAqddS4mz10eW?!@K8~6rv5bW1JF8g4BCg)W=x& zFsIH;*PecCglb-{SrKeTT`%tjP@d0$V%p15rW7^PB%`kwuRI5CuknyY_8THXq8G|< zIaW;vyBu1af{W7gOqvJk6m3oHdOS8s%?($&drEF9%%4hpz&cNt*6i^3AmHiPWJMb# z$Dn7;a87=~6>2#pL0Fm$DsbUFmBT8@Wq^WELj|Zy4kf@uwcVYBt4q|~py&-)qO#Mzwe5 z*!BloLxha5YOt++$w$2Sc~!YxeCm(tUFfRaxGnx|;rZLKgZku1kRY$j*RMs^yz`AN zR7!2)Uk^;aj#)L1x?RSp2|463l9(!{GGVctDv$#JN5J=F5})1)AEc{~c7f|7mvYI! zc>Hq;f&R^L!r_%js(yqZ37Bc?$S|8nxY2bVbe>_SuWE*^t8mctZ2NVE#**7SE z2_{fAp3N_tR5U{#7t3eAw10|sRmq1;sf&72lsHwA$jBsVS08F1U-jIxO4x>^;>V2n z_Ri0aXTs3c5Q|l_lV4d|Fx6mNYrF-2QDxX{pvK#8z9Fg9@rGrB@q@@p7us zWDi&3Z7$3w+sW6~5K1oJMh6l+qg;=+1HxQ;pb;NIfa?SZB#%p*O$F0<2_fi%y)PHV zrAB-r>Nl1Ue(Q@?&ouH}9Q=0f;mENp z-|adkZOx??5Ej^V&;)JD<`A~fo7ST3ZzXsP?NKe7#4ObyrQ%w$^rTxoItQ?+K-*iV z)A%oAuBPzqK-@FS7nlp$i3)dG$Z#e4hsrp&g5%@38@L_54dTHwODqopZbSAQr>Mt# zBnqXQ;WBENNos$tmeLD=Cn3%oc{^WKb@{}go+{1|bdw1V%^p#G{5A`D>dy+c9R6bQ zWgvYr@K$o_ya6?+kf+M7tlGWr$fGaR*z0L1NLjQ*s{$wimhCW`NI8F zs*ukGI@QzelKHuM3NPB&riZ_OkDS~+o|N3nhB$>{Z~?>O>IdlsHbrJxij0{~Z2bZa zBPa8~sqpQNHI%5H)*3l^@g3AN11st)epMwTslAo*`S?YIz-@aMR1p1R>|vJ68MBG~ zWeGX+C{Se=ni*g9P{~_O#8zqzk?>DCuiE@Dh$fEnn2RncBg^7!Ra=-DGeB0v? zVnb6sIGl0<<4BIKL&l3~X-Ph^K%iOj$xZE{h&<6~A^^ftHRN=f{_?FJxn^dmVMng5 zvZMT0hM_R#ua>F0LOqD)F8wq#QSPdz<6u;b>%aZ}Qo}8TPECCS4XyxzPo>0A#magg z$b+Ng7h4Yw0>0Q+BqvXZjADa!qxNA^2E#stSj|an_d^6jDDLxq{WE*Di8Zu;Gs2!a z8@8BUlDP=p9wWyls<+TmuIXQrvR4GRmSz4;_v{t3S~~@U3NxE7>mJ$yj|L8~>`fWg z-|4EI=-Xe2x$@ug9>sLv*MJA2$-#XA(7pSDxS<2Ke*@ftb=REnpHS_h!*Ec5FlB-g zHVQaOUx(0ZqQE)_{oBc4YmOm&! z(H>6w5&~6e%%5$50FntwzEdihr&m9hwSl&;oI9E-YM~ zeJoyG4$8zzlqi2PN6{amSm?-^Pg2Q6QK178?;HXfDnU+YDj0@#Z&IJr`}?}NV99-6 z>4`nZL~T7_%dypl7lgngJM8TVDh8*)MEPgBOtqlHvbs1gMXel8ks5SfCpbS|1V!rS znHhi%P2g!=VlIZxx`0!bzSuu=_g!nX+qm3p7fVwCtjyvR0!!QxLv;q@K@6Th|5rqo z)1O+T1$#p5v%FdDkhtSMEY4@MNxv#lH9oO#6zdoW)E!a9=%r1uJCh@fp!qvP<`@qC z2Mt`B`5%<$MQk$DhZD>?#sdKI6ZNghYpAF!ztbC*rgC%$Fs^OsY-ZVcDmL}zUnjN? zk&ey*vAj@p_nNn~E^uXq_uQiTU*=fCG*j}ZY9}XCE*V(nT>mTPgO(UZ$4aKrRg;E> z$yFsi+x1tXjKjxg8auxRdir61nw}k$1EsQhz(t(rwvt`RM`tb(4 z)~@m$TgR5lN;exVq2~$=^|c6Z6DsTrHBf2%Xz#8JOdxL1&xj0E+;L~C>bBf zd1>ceR~QuIqtq-|7VzlZUt^y(nAdDUHtZ|)CyFkWXr1n{)@RNd`3eG*C>cMg!yp#5$1A4b{HHgyS(ISFuXgFI9wq_+=dhSexp`A*ENQsR#~c?@FMtf z;(Bgh9ims|KUApoZYkq8vFFzy7XNK+#z&i-*!)i;7Z+!(} zY@VD5yQyDb)|A_6L1PdYX_Q-;I1n7HX+4QJ^dNnGum9$yfTtRjtwtIK#!IN#x$L<{ z*{p1#qS)Vw6Oc?ZT*{O)@@fz5-CZ25*VMzQO-41hln78gJ>w>aZ!p^(V_)z6R@@WN zIUD20=Oi0fEonGcUD}?5xOH+jD+dn>wgpw`mSPyDR%sP0HFp)<-G-mfmp>J)@#^p_ zmqCiXnq2y@<>2E-JnYoPWqW}arXvp~|jRW4*jsUh>Xq_9RsTM%x0JAUHj_B`rsF|(RHN#4%3m|^iTe4QZLBR*GtHQEya=sEihG;}M@OCAwHQ(N@rcDqWgv&8~zFR!3`bB>Vb~z`7;M=vw>InUVFU zmiGg5g!@0L3@!<{4|ju6IBrkeG#FJ3kW25=GCF?h0(Cz)d?8%Pkju8Cp#y@jn33=^ z{Q7~%njaCMLGe`AFH)=TELVh-`btInonUfMkX;|HcYDa=jXs73W`k3;eU}7jwa68)iy2=1w?j`-|iI>?Wn4O)p2#V-e>tC~dZ$oLZd)Z@r&F?4meRID`n` z*^Y|uY9(aa>5tDtSsCe;8-dBe1Fdc#iNJkNzFFl=FjTEIv+Ia|lJ{DafTFvh^9 zcFgn_2#Q#I^tIr!{p>w*N?86awCfTzW_^Yfm9$`Jat@RjR3Z!=k8*LsfT^#~gH8W+ zMCl!lmAz?><^krW%#R>i2&(G%jcW&82 zQivzrQ{B~fD5)>bSoXJaW+CQiGpu`muw#3<*2JN0zX@qkco2NNxv;o?v*sE0L?PF{ z#Dmb!jOMuWARZN-ftC00Gqj6FO5gfGu@lj$ETY;P)Q*3oerxT$!cW67b!2YP*&b)9 z?CZog5>nGy?UA8`tuxPY zKkC{-I3e99q(Q=ezefbTD3+aA%;mvN9d3#k3Q@-)Vhx z2gn_9gipeJbjgBK{BzELHnd7era~hroz0gn28#(wArbduO~i-nO31nw2N#?6)u7j~ z5@Dju$0tWDiXX;H?XcL@p%q0!R{>`(i~A$kW!5uvE)M#`<^-u#11qaYNx`!%XD8r2 zg@PZcdp(c=5#q{vU``zz!1)s?IXvG+ingKDdl&EwR)!10%axA)N*s()kJ+T&q&H<( zH8rLR3##~NiTu$5RC5=;tG}#v>fDyS4YR+DZ zp)vL2D8<5xDW}c09T_gkj_K>PGCnFq6&biB#znju-Dn)k_PDgqu;T7fN2WmGDMqsk z=7r%`BK<)^!&Bv&N9qmGREwU@Dc|#~=prmg&;v~@9bBROTu)Qn(Ldd-X3hlrz~4#@ z*UvTErcy)tLj(m5mn>C=-4wt$7XPaj2@WKn;=@~lM?1R535mh;^M~_`LuSw&ZAg8_ zk^?2o@_t}jhjahGm!j!xogYKbtR#UKgh&|9)aKG;5{QZLZulbWYc+kX!pGqR4#ATk z<`&RcQ484WL?h3vim|hJmg*G5cAC$`<`(t|Z60(HqyHr)casfRi&y5$;lIg@{nO`< zW$TH{ANVplZ(?s>?*|$g*KzGSkR(XVyX9ewj;G>~*Mp9w^R0?1tpr|@itBt>8mO(t zU;?mm(X13bQ{8b8?hmKiJy7Ok27wP?3c4Vx$<;ySpqyOmi*HyH&qr$t&qYj&=fg}| z0qfXjZS!?QnJIB{L>V3T{U9Sy4Y{FbLZ!Zr><-zX)p^r=H;o6Mc1%$KrS`D$CesGD zw`Y3~j+6@MGt^QL3k_j8OpIQ{luCj*3T?Z+9C01bbSE!1&(mEF>XR65M<)20;Wy|9 zKV1u1k;8}OHi2-#+sy$JlwU`KH68;w?lV8i=33`|X()L=+*ErMYig{4zyjv)H4`vvotB&&RD zqkHc2HOm;kjT1LS_n7=CZuZY^MgW28D(wXDwK$K_t&D#3$x4+B3LKRDyl)LL42&&% zj$sU)`f7(-QC)rLBj`JF)XWNaQq|FUbAXsiO>t|jaE)ff^K!4e;dfb7m~s`179PV> zTJxcVt7_x_5r+DV428jsc5P$^37(m@&}=*AdBj$Fb`)@G268CF;S27!~aNomP?@>$P`=(*>?D`xcx@seF4puPu?yA0FbMg(rg+>< z>yau;4UY+s8tq7hFXFhceK=G9meq3eMA2tOVRrDnFCfff>cF{af`bZNYBZ=8JCXRW z)h=>&wDvqmQ2Z-uFK>cQ22J_2+MgcJ0$S@E0xZQP257<9c%UF0Tv9qfxFuAByU4j& z%T-a5PLyW+pX-B7)L{5rCl3G>2^iX*V5@$M~TbZ2Cl|bcIUUS_d5dc zh3CW6M=vW7xqer}ZQaZ*`of0KZt6#u5-3Jq)w^Gw$IUliZyaOKHLGEclY86TR^VO{ zcm%0nhmPg#2JM&-$coXRVhovHKJ^`b1P3FmGj@wae7^p@gZ?OZSAFeEX9&vxaJ7El zf!UPiIu}x*O@@{w?=Xf+J$#|bygEHdK|c`?T$QHZIEe#(u0?6xzf(=MG~QHRLoXIt z?&JGDoa1l8em+^_)8KVgXom=ScpDi=HVz_glE==0`YJN?y+L z1~BWh-qECaaNFCU8Glk{Cey?(GR~$-vKYx$_lQ5>Qin7YL})3ovndw;Y+8vRf0M8p zFq``U5lB0;#)05a(PS##T*R5YfXIY7+&drD9Mm7i=`yR&7P~d@9J|gtrvZY6>P~r* zsUEi&wVZBM7i>Yhhyw(N97Y(2%voB8tm(4xIoiK_>iA}$v=ov#tc>FXILhK;&+W;m6$(VsJBYCaZDW$AB1M|q|$3+3Mtmt{g-`91~jXNsY2khXryKWTnw zpudv>GVc*;77{1U|H5x(#J3EM-buPcU}O+19WBzDq`=YAc+NAiAlZ0X{|7^w(35pr zI6;lL6DqZB=ywaqFSbC=cMSS2P!NMt=I2(*~JUwSg#BNwkrspII?JgKVFxM!e)BW*S!6~jQsvTn$aab|o_+Wjn z^eDZuUP(7X{!GPq8tVHqiTWF;#_@CW{rO$9ohSIf87kY!XtR~bVL+wFtdiS;cIw(L z_FD+ce~Yos=C#zuZA>cJuFQ+Qa-z%}s^YY!X$tHd$HnWGg~kI_67oNR%GeZ&j`C86 z`ire5wRGX&Dst%?ue$Nf@v4c>b6tly)09}0b_8!7DT;eX-u~ql!siko>)&HqbThVz zcV(SDstrjKqAW9IP9JQ&$d8XLOJbnXuT~!gajkq$a;_ zVhsDhxLd(P9G5+JCrB9+SK8dNX5MJ1g3{;%TE#J;h9W5U!dt*~14Y>$|JCPtjRtR| zhJxcyj5HtB!xQBUl%<2Yk!YOHZ5KOaRl_E`T*Jyh(1rky_*}cL+79G z)msYeb3A6VuUgnl233KdZaj}>1+B4CAk%iYG%zzZKSr(9{zs3?u8y^=7ln*FDz+E9ZS);W*U>@5X3oZ&>hL>aqatT60Bb2e~oj!?fN2p32 zE3A6)?`dv!1D}M=OtF-4AsXQ8lpI@evfEkEy)LgVsVDK@K-Rp=dcFjBw#1#upn-G* zDua4cYW|2m>aISX7!)3A5xxLl8J|nlf1)D<{9w`e^nK*fMOkMSObpe%o+;$LiLjCB zF-+d){rR4O7yW-Ruxmr7eg_UN&McFJ63xF)KSTAG51!ARaY2>f4#>9Om*=R=TD5Hd z>2xPEQEWI5203zku=|iMBo3+nNY!PsI;rx8m8Y?sO$1pYJ1B3%Fu*L{%X954{wxL7 zY$?YoThFgIR8xIVa3>uDr|8H&G^#~}rHqP$k(Ruh4?!?>wJ=a+#<^(qv|yK5P`kkB%u{SwP{E+&g1prCF^bEXsLv(Dv|KE7fd8 z!8s7oWuTx7PbcTKvIqus10@4JM}qUJ`$B#t+wv|MA~(t=kF2w z18T@AHGI^~$7>)PG1k+W&8+M>1z3zh18SH4qvxOq1=FCB-JIeHHsc!CAyoMwgUP4Z z8kwvLv9L<Sct$xLfga51tj(Lt#B4(iu9SkM{Ko?IaQH%uTLF)X6e9#3 zL?(DAb6KFa#1-x_*Um+`UC-mPcG;lWCHwPYF{i=xyE?c+$K}zyCsr?XW#@MLujLol zcO-JzTG^Ventg#k?r}}Rl7=m7YS=Pl_=rqq= z3}Gc4cQ!Svt8pk%SLd>fd_>5`IX|$@Knp128dJy%+ne*5VJwsUNYyNkg>EQd1w?>G+l(X}jl>y;N$OE<^piHl3W4 zXg;+@vxVOYd-JiPYWMA$zSdtWKm>tU{vfT4)Uu>6UgGxtzYg~Q{Oj}=DQKt!pS=Wy zBjQ(yo@Zn)C`vk5Z+5M6ra67-M5iW9<2PKu!%Lz&kO+T=U+h=a6wSZ99yx||S`&d? zNZ@dVb4sSqDEr@Be=C+Gt)q@G^J@}xaCAivs^RJGJ{Pvu3`afonP_-O?ILE^CXDLvV{?E)3uX`gZQ$dBDwBt+)V>MR zm35Ly(&{eLPGmr!Mx%J^eBZOn<-F`?JA>6h&%=`}b2Kv6wDPS;O5{?wkci>NDt=Ud zAV7tgC@kD6m=v$;r27b(4-_qp*R^;q>S%yC-1s2P=HX=)+1W4W7wp@(l%ET&qXLt# z{>8>g{Vk-$UT8ClO5L@BL~0ADYo^N?DS(_6iJ}OAXu;($>>R*RG&@3sbDMw}e|!Aq zaNBqaO20;!JBT8~$AM2<8zclqQf$WvytEWO(riex$GNyEB@b#* zrkt~5I4O;5;@!eQ-|1w<4i$bboRs7JT<|d!o|}yopVKXDSEdd9YpI%HN!S@%wM;%G zyKWyDX8%2qlxF+Zf)K8aZ!Ad!m&*O%{0-L{bYo;^D{(ik>oWS%5Ir6L&?%nF1N=cpWB0@cUJzJXNtQ zNHe#0hhRpI=PP%UEwPk#8k}^+F7zQdCLf35m&tF+EsNNEPXnWNb~o7hg_XvYRm7uZ zTV>Y9=A4`49nuLVj-$`kJ~ye-MH?Q{G#(r55~3-ZjszWXXn1x0=pT;zez^pUv4xCu zBC%Lsb9$e(jH^~OsiZ4Vzc9!;>9UShom3S%s#d1 zRYf#BDNpElw?1tp`QchGWI)MG7=o@2hp<)~#M8cHf6!NZ{Job1 zYz%0?p$L$E&?ouxJTfEP;s5;hcBB#GbQ8hA_7Eh0p7F~L>M6A@8YE){3btG3BqWV4 zIi|l}4n{#rmuFsi!^;B@!STXWp9OkLYVLk~?@g3g^;>;4QM>Wak_fcA9825n@}n#8 zKAW?wVheICuB$f`P&a}}nZ7^ho$!5|MW~9SaQ~r;L7+(cPAOTFNl;)!QuOE=89aLe zpXFee73F`iU}Ro)P7@Ob%Gq_SkkqyK?45v73v$M_{182sjA}Z@Yb3Nx>R0NqC1kSe z6B9^_=p~v5u6GaagB-R6kc}b>TU93L0%RKU0%=4SnotN&hzlenvLJ?=X0hV`g5e3y zQ!A61Qs9Y_nqe!b|I3BEtRYcYWviI(plYx&gPS(1yY*y&V=V2eN ze{<7keAFLf_4fq{q}vCkQ12e5nW_lsNUN)XIUw#kWVZM>yYxfgy1J$9)zxr|T@Q?` zxT|I-R%D#vAR+*6<=Z(mE_S7TUHkz%=L$aJ5u?~9ezY|*psZ(l$UzHHTR5ulfDnTJIWGy|#+tD$VT)L@};pI$*( zt@^2R=uBdoWHz~2IYvSJMM~4svZj_u{mp!&>g1ZVl5}kk-0DF4_cXRNzrbOTy)f22 z6s!r?a6af&aX3nS7%V*FYG*Wj>9tLwsN%0{;CK_#1pot=O09c6xPv#fL-Rr(NO_y$ zwz8Qrk&+n*ipvDUXy(9wcSAZ3{>z^?7Xx`+OT2{c#TEu~M5*4wbT@6wM@9JRQ;{&u zA}#pl{#z>XibJG%&!_RY=Ye&|+$rqebyll$5H+7=<4pZYB=}J`E7#CYLzRKS&U5Du zV;0C9{FinOt3Q>8Kf<&-g`g?+zi+VG96u>uKc|U)NheL<0(DwttsKm+pP-m-Xn)+n z$FfL4uO|Z&{;S5a>t_@rbO!mbNUZ$gQezK-TnkkLa-HQt)m}mc>yzNKiOUhtvK4!M z8XG-0W?Il^CO7#1D{L1AhHjW`SpL6_XPibB!!8$Fk_(#cfV%k=rT*3)EZ-@&+&_Iu4ALT0Vx6j zvqB8wKWx>qf1DUkX%=)iW!hcr5)y3*w?v>OlI#UCX||xEr9n321pUY=Cou7#Y@e;CF09O}|UuXkiZc~s? zKiwLs^|M3)BS%?bg<9${Oexbs1@F%^<(51#BN=4`2^7dwB8&;}i_vIAFBeU$bR;w% zl_tO?PHcq08HVwhF;eHlOt^`|B4xKk{~;k7HyZ5YE@i8yh=KlA8wOKA%XWtJ);J$g zii_FN7=*7Lhe>V`SXwCY{kO@~aMA~FyqlcpgPHZ@fdQw>X2eBseJOQ<#J5&T9F&hY z%HErZUbkjp=VdpiojiW6o@J5z@H$8F3u~7c)9i z7|fqOa_B4U9?FjCRY{v=JqubS!GcKbBAlc`53*PzSq**RUrl%MRFy>P0#PW1_m2N$ zXZSAPz0>d%a`ve&koy)@p%Zi;xosrJ8D$8f1zGHaem&mAkW% z6`yQ8ULPH11b?&(SEbS%S&uC^yIzkKymjf;Y@$S83ds>8UB#h<(fqn(>Us%N%)0zM zxj8vKS-CZ_iLg-4ybM3^6|7Xs8_=NVV)V3&2 zJC_b(i>0%c$Hyk1ibUz?e!m&m3JY0(e&fz=R-Zwwmp)YMB`k-ekJgG0CU%NP@a4rcp`M8GU9h){XqZ*mU`>N~mq2~2d+jwF~ zF^Hx8=h&U7#Fqcl-P2R|$KDcZST_?W;0?3A%kAp^87+!eFQ?|J+o(D-VCEx0clN(; z(3K6aeJ?$y$1!~v&zNk2{%>YXIkgN8$Dg%+90oIx!|NFNTwa0v{%%7EkFb-2+qp;h zXuYQq9pSF(=#)1}+poJlcJ;yF3 zy{3txeB41odpgF_)8;!TMV{$Q6Zi;*|j#!r=?HUcT(^XP|7)v!x2tV$Qv&+ZSM|=Hj~L_}2i2iGSd&g$*o03mXsID)Oz(ddZg^PiqiSB-qm*(!WT) zo-qdN+ME4mHE&l6^dn)pwEH2sx21MnKAHyh{JoS9`8qC8_|uOpOzZedw&rq37dP;5 zUQx8l%$^+O^OP>IkENJ>7)b&_oqGorZsUdiVApGRkj#wmi0(s1&#ux0s6mWV0coWe z`)_HAw{H)(&&S(qN!mk@#=on>xrI4yykCq4MM*kI!bMzKk=!>BOAyJ4SPg4;;!kYL zMU$_ygscO{W_4PMO`cX^t6SamM4ag3`U%- zn&o)V1l7Opq*RJO*`y)$bGx~zc>8i|Bk0t{8Sj)Wj#52tGDgcSKEfTQ>g@8{KUp)- z@%B3QaUkfgE(aqPNyBO>z_hbrVPY?q8Rz><{v}eG(8s^{O}7}<5s|F4c+T+foL755R;PHh?D=t zA`nS3@YIXs$Iyl4397dad+J5eMGVEc8GSZN4=NpO=|v%GmE!s`Mww<%7|pfT_aS#y zqwb})$_Wd~nwQ6=VLKy;(95N^;8~`qW$r^diXElh@xjH3WKg}v|9KKdL)!lkD4Pea zgp|vGPKM8ieE-H11b5(9pH2G*>`V$#k$C4N{q8xrCq7|*3S?@8XM5)DOUbE%^C5?S zT)>u(XCQN{5J-IZ^ZO#1H@z;C;;h;sx+>+UIs{o8T<{e9LF{kL9-*8leih<5+9z@w zf~e1etdoSESh9x>6=EbSbe(4C1CP{68<>uHE^!~ku}8}UcB2asAAF2pf*~n-`Z2vx zgdpIA0|sBL859&PYLQd0EI}ldg&VRgR~LC9(na~>o-xAkeqO#Vh=|OT2(v@Q5&J)} zcyp*3hQ6q~V5)Xcaiylf6Xf#+@{E%6R^4~{VPaoniVoNB_3}Fr7mJzx(?p{rGdXa0 z=P=6Amqci7%m59?cvnD(lX31onLHbEo;-(Hba%(py z5QXcdNpa5b*vmT+~t3=Z(3-Zq&ufgkEuVEac)M!bionetuD%hui2&Rv$)#tA(6!^pcm(J|jUtN-g8%E8muLErrf}lVb{!;(D@Ny$@6kRJfMPQ}dLD zBEOX}QOlrFYU!_P8GC&(Cy z3Ut7AFwPyhnLp7>?_&|B43lrz;b4pqqn4F?TIK;k7oLhH@ykU!`QjqOC^+h25X zCPU&DvKWvV{pFtbDe<45Fpa@+LMi-;0A=-owiHjPdLLZRepgf35s%#eA=zr}kxRlq zUMp7J6dfHOg8v>GEv9&R2j7%xVd=hb(MZ@{oU>aU%7^ih`dvAy_0O_Kjb{YY$J3_S z+t)G^mvHh6gk#-H%A}%G-O-cg`{)tImg(JH{?yO#iJH_;`>WcQoCTV{eTOajzdU-}Skb-gj%3fdoQm15{}lMfuM8HRduY-Ka;&_n?cPN+E)7yt8~C*? z@7+yGVlp<`=*=tmwLz8!|Cz>g|F4JtTz!zVyA^ZW(>pCXRFfyK7)X}g9z0)kp8tQM zdBd8q#DQ2VZGMowAjbI*pxn6YfKGZ+Ch^GS|CA}>o6_97G7x%Vd#0jUZ#V;9uzKHD zO+9T{=`IfoZuuoFh4;RX7vnIepw+a3R?7!kpEkz2MPqEkar>J3%M89om@a4KE97Rm zQ-jvn&az+q*q8kaxwG8)CGW_iW5_8%ml@3u1LZ@3W4t zirR&L+^bI^xe;ANbVtFj_IJq~)Xvkz?nrh~ z`MZ6@mgk=teimQxkI5F!((I%usUkT;LG3zKSweZa(K6*__$s*uq4S_G?tkvrL6B;H z4rXl0`BfV)e7~h?Q6g8?B_vT5h%2*2V4eG>i~pT|fQSlegK9A?1v*VMFeR^1!HRy1*bR<04n2;l2g*iIXGaXH zJTLciNGEZd`RC>U&0tF2qCEiyQ<26)Zhv^$L`f=_LmI&}uCK@%%a}&`_v^Ic|Hyb& z9qhXoe7jnyySTGKhb8edgOr2_RXDa(vt&Yq0YfFPq(G>^_n!D*2F)q4UYhy-P8W7G z^_o3zk9{IHBu-14_n(rtQathzDs1i7=A30ifMQ3icMG#|#LzT@GNyA=vdknZL0PEC zF!w<&Y~|yTZzy1Y0nbO@h;QUBP@u__pGU(Q`zWl02^++*M6pKj`F<^Hj63$8@I7l! zkCOyriIb%PkA?z%7X;fcKxbf*Ba(*#aV2DJZU7E#XBn9wOOKZdM)dQW zJ8Slt6g3MDvk_(_L@Oaozv^so#w;Q}+V>IVE+UK#%^L&9)KZt+iux3f+-zHLhf~00 z7c;}Pvofi`Ymb+!dLX;M$W|i^y$)7>s+W#J%8qxH^d3@l1Vl|GAC!>6fS6A%6z(t| z$T1+Pr3Y-nEy9U@-c}xfW_fOKvc0uWXL)p2V>x_ICc}v2vhA-~+{a9+Q$@zs&1 z66o4>J|hp9-_!>jHqMXxEsJO#@Tljc(DS?aeQ$Z|x7@dU4>+x;PI4Gu7_W4xGkU#C4qIFpW0hR|1c zdtIu8*WX3MlCq!yU7J_y@3P`$W%0iCg(Xu$TLzNbm=Pn+th|}{emGp3|2R7A$%R<9 z;4aQ|Ayap&PY!;5L&~=>ItgYmmkTqPGw3`oh2^j7YTdjn=oFsBOnnMrl zFFjv#J3tEyC9Ds@ft}=&VRo=>DRHWi=h9vqufjV9@YrAd{2 zbd0pR{#LjX>O^q8z0{kH{K6=4NhP68zD=b0f%qVxEx8>U@Zc6&_x2tVs-+3Jp`=MZ z94%%^%xh??>}t)oK!9HdlljN9+7t>&0o_-ZOcP|ga;g1cUl`^Y_HmM`cKRPi4P8XlEGi&}%gmPqv)yLFijB+wL&E*CzeprbC zlj&%}S!w8e1-nQbdB*or=MR!_24ZB$vftsl_Q{1RFL$r?U`pa*{<)7^^nVG+6)o^@;<$Nl|R{)r|WK1cz9hQe{U;?X=sIBMxuoDbhos!HpKvw zp_e_bcLQ5q=F$D{#h3m0{=?ux^ecfv)jlNK(BWSk#Fv>2Ur1ne4Le;P=!`)X{v0me zs{yvw4Pw~`YS{;Rc^Qn*!QuUjEI0=mOijd#05K39QH1y$&Q-J^6^h@7cTGpPqigVG zN*OGNS1>T=_wTe57Pr7w$l;Yi!eclUh<3dYLL-Vy$O~|M6E}kRilwjCJdAoz4-a$` z%ZKZ06L7xP+Q6JDiQ^0~5HVNvBA7=!;_wQQ1^BZey9nMf*lQ^#Hl+Tbp`nrDIw6zDWZ=><7&5P9U=+sijZ^*Z78LbA;R*2ChT5;C4dKOZ zq7|M`OC(NiSbiRGqD}|GDzH?pN7BHk81m?fQU(mLW1E{SxJEBe2MiAGdNP~8- z@gGQV_FX%$ZTrx#`6IJShrRvN-d!{EuMVljEk~m@#tR!Vcu!|A-u8CVk4fdxK|G7k zRWFuB5X#czxAUFjI}!`qJsZ=P4kScw8ZD;(17|>(zek&QZXh|Se>krqq(3q%kSllxos)kbz{|}B@cUms zsz956@?iU8E9Ynl2Jru#?rWd^ld}6iGeGyxg3ts0*OxN*b#g%fx<7+%$i~fP{`!ag z|MR&2W%B=T%71(Le;xGyn~{v0z5QQ$y1xnkKYE~pjlI`DjMvF^bA8pmY{9m1%EAW4H7sMT{?El+F8y6WHPmqPGjjOr!-{bPPTJQ=vuuA_I z@v;F}W&R+J*Ma+kI03A3e-ICVRq?-w@6}HA58?u_YW^4TzeWfC7jeEu2Rb;t4%hEH z;=i0%so5X&nv?l|5%;Uk9BlvEy#GkJxPD6<9R7Iy-BnhLe?fKtE9hVFwGhic@Hevg zs#|L^=q{CXX*x>`Gf z{?*^tBwang|1x-OkK4cCYkS=P1z(f!_}AgRT6_KrzPk7N3;xf_n7cW@*6aG$rS`f{ z|G|H~QXr5g$Q)^D0c$Zx~cE zN1bQ(X`X-r&Xt)IfdT8x6MgRbW)>@F@`X(P10#Qu-_KaiA|L$?j=1}I@6}384woK6 zDnfk%Qs`@}v1u9~iGx&m{BJ&`#qsjtF~ydo#tY3No#?=KT(#ugOG4$NlbfRiKTLuo z%h9)|!{g1>wx}gWe%Nc|bP-_X*7KIkJh7V;Ai1b@?LXmp$5hRIbPf?6v~xXH<%r1m zl4yVbCiI$46t3$a;vn@K&mv*|-~hk>3~fW=OMuviMGmt(SA$+3peO2a7ZmT^x!>fZ ztRq6U!Ih@ov54jr1jz^`@GHADd5$2Q>2bEs@L)C8i=7B0aars%l!EP8?YexoH`>b= zahbLP^1Y5QqY4kvlpGrQpAC|a20lrc zVTq1aDnSN=L+f~JN`b(_)Tn$~qLv7&tCCw)Qh|wv>9UzfJGPPy6siVvySwyEjV|c2( zw?~rO+1J8}i3U3-E_z{ag5lCzrWCH)d|Qs(73XEC;Z?f1&~3JXIsV0z-;LBMZtzBR zYdGPvvYYb)y`r$2by?he@XWB(#8Q7=Td(R|jB$w{L30ZkY){V|(hhU!gtr#M`1d!Q zmHYlT+i#0J@I$|yhj$4)@xZCg8Il>WUiAIB9%V$L|DoP z8S?d)`XHSldTD6e1a>}5|I&XSt_3fSwu3{XjrDSa>ede0f-s+4won?hor^XtTll+#ZJbz8M z+oH1tm7{ug+z*xH_dz87z$_YGuELOg*!MqHX1WL9nS|RIN6WQk@XdesI0raCj}i{? z*$p6D|1^O;hO=+S-4}O6NLUAE?luND-zfJCq0V&+oaL1mWKfOgSO`qnnBy*F*gi=< zC~@qVj&VCzE5=_66cFsx7Y_g0sOlQ`-*`69#rmdXidec4g-veBZz7_4SmTEvQ&@IW zB?7y+myVs%ln%d(z?Fa0LCWV1g3>}@lqWcby(hH8Bt#JsVS4LdZCo)7sU=e5kBPPB zPY=V7pDLTfjAIhYI5`&qm&S3|k>HSNvv)u7i58dN zE>}5hJ2y6Y{27X_WER|K={NE>aTQ(77>0{;M!I=81Z}Br8mhA%m+To@=EjHx^hg?+ zMM#`RcyCf#6x$veh8Fd+ha~;$hwQKKuPdXm+AT8J3&#amgMI<5$eD14kUCfVV)M|{ zCK%7)`8l^2l7&rGS&QWLN8&U$qk6_^t_uOx7 zS)Hfmmp_K+ld59SbA7g4U{rC^HHmcf2XLnv#H;I530db#u6d+)lAS+rsfuGKdsv%w z2fV%Kw2}4;4Q@0*FLLU48L>U66lfv` zyVscHV4YMBvb><}XbIdmc$d{&g23`=L6XglL@WQ6^k*kc`R;cn@o7X4W(r2GdaAV| zk(t)QbYaSBkeC944pfJ9RE;Z)$q2K2XYvrT8RScD#QJbn&NFS;fF5l_G1A%bZzo?A7d1Zs{kY9*AXm!83VALkFY@G7@>h2Ofg2 zeRhP{aSIMX{1kA?C;(HbnO=j=Gr)m0kB5&qy19_>TD7}h))=}fgk;e=!VE*SuZ#G% zw4as=gN#>I?BqdJu_Z|wj`xKF+y0cX0VbFX;YNR?*^P!aXXLo|^5ZrizrGtycaR4t z)B`L#b0fVNH0~kM{BELbWVLxbfX$Hjn^X>U;qF2h-ui09#)|X%Y|4k~?=o-5zccWT zxGAc1ObD9=jQgKFnyktrK1l}4i3)L_7r`QHqIkQMG#vZ6DVnA#Ee4i%QSfFfbj>0| zpWJ`$w_ogpukv}R0AhSDE)oiTbKOnp-}JFag_DqQ<}K}|C{U#k;uIVpW^@3UI0Nc3 zQ)gCPzI>9xZ{L_ze~C&e>eEDR3LG=9g|FcF`5}Zl=+R5cP^ke^ga7T~nObbe{3mD2 zE7=m`M?-Gzh!o20C3jqdFulnJdfa_Hg&lv5B4d&Uf5+C0DkUP_2PQt60$w2Mpas=) z+G+~2u`8<%R?wo?WOqP!KS2q?WhGaOnt~7glJGc0n2uD3g-AP?2z0otpXIcaLSz%l z3_=%EO;mg_i}$U(p>%?!;OSO~MN=eG)g4{;HbX1U(GNGDx%GPqI;N+_S6o!ERN;R> zU#$+>+5pfg&oyWz)G#-IUOJrva^7FKp{Q51dcD`Qv&R!@qur=`dpwJ>#y=g*oJ@b; z{oq!M)Z@m8W8YwLy~EY`qs6<-T+t;W3GYr*9?n1jw$goq=rL^Xy{Jx<@?DG)E<+pY zXJuHM(-TF@OG}wK))GFvfqxmeB&xNqN@ik)jjhgB1Rp(E%M zib=H0(8L2sljgXX|@iVy#w7JY#Eiiw9Yk?~= zcU>MzDw+v3QZDl8qiV!$4ZnIreBcouf;u(Vx|**zsbl^HL;dFM{Y2{6isand0rI$r`jd^jtto1;>O0Myb{~FRgqnUDIhh=}^}6 zMU^?bs@!VA<}HhTuG$==?TCL2wQWwRY6BAcNxQch$4GUpPT-mnqk}?oXzSpRB@@L8 zE2n=!e~sY7O)76bD{pU=@F@*n1iE~h^fRjUu!I1C(JSk2qT842c%>KHo_+Yz9F#@kpVSF5Q22k^p)bpkvRlLM z&B1V@rWyhpM*{L7C-uRxrV;eJfGz&43W)c)qpL!Cw+4>GX-!pELu*iRM+i8x8(o_V zA$*5azq%$-oIAvEYd>TcGEF79+0NnrN^$kA3PI*q-u;uDs;yDgiukc}W# zCoq_2U-@gm1-O65cd*nY+cu*eZP|V$kJ*v8(sficCI=~G+IkYlEP8TnB*=Vuga;?< zr$O}w=!XC)|I4_*3KBv_^^ zcc>_jQF-pCeV$Jd9xL{@s+$aD+^@BM>X0IL2il(?QG3D~ST)RH9EaKR_!nVGBG2Kj zP$VWA+u2LjoqD0Stx%IZlhIF6J2vUe%Y0N}g}{GN!pQKd3K+qe+xNfJf7f|jwoGOt zmmd~HRh%O^s+q;$8B#uA^iaN^N`FOWlLHCq%B7!`stqw`4KUWN?vO)*TC|#rY`RsD+^JWc?4ce5P}v=B-5=m?BKG)#^7licXj z>SC-umPcxm=YACyUwaUSzuovRZadfiAg_VuYJbX^PPlG=Z>d@UZaxm|R+?orre#V; zJK-^5{jTFH(?oq0HByI-&2H}ijdEFa;GJna%5J>Rqwy}4kEk65}^@9&+Z z=<`n85JG*%nuhjOLX8l!89AIPNc1HrV)J zIC)h(e>xF={wMQiT8TgERG2qCat^qmp9-224B*3il`!9Zn<#kw-;Sa#U01$Tcq z_7y94(fvR!o_gM(w>KZ~j>w-c8J8_n}%vN7^3tM9$UGrovye{_Y zcdyTBPJJ#t)C?H)qvaFx-?bnywr+|cpKd!iGOgPxIZ9i~p*SFys>_nrXu(u9=%Ll{ z^<~~EhvAnNynIr?h!!9=>MxWaFCTxvR~8MF$BjPSr~M|*a%0!yBcwXqmnOPP#cGzn zO>M5;5EQ=Y*g+1%5VC!dna7WV!xv4qqKxilqWS4Clf4OrjOK&^7F4KgOjF_}=X-r0 z%J{OtR@O*?EPxD|V1cgze^yn|$5XB4ajilj{p}%ubn5KlNLVKRi_johF8Y780Y#W6 z8x92K_7if(wZ4x}aO{_>H8Pe^0+eIE(IMI|aT6f5l?AGQdq9HO_JM-VT*Z-A zu6OtaLV&X%xFIb?V zJ$`)zN=u`ya8Yy@3mF`aRQkd42J%ubwq@)G+OcxTHQ7bcR+V@_n+bo7Nu*%i_znr` zZGAwl?zZod@mVZq!oB&pSHzEmP0J(_Vt+(Zp#Scj*k@C`C;}YGn9nCnXgq|=z86}A z2XzJ0T98W5(2Hkm*?-9JD!%p%*6BoW9{qqKMzzL;H)2b5y{zNSs$P z-d~r|WG}r-olqChKaOvX{^U1c@h>?y7n)BZOrLRaMT(v6Wk?0qIt{K96thV zlyhe$DxRLaEIUm!UMQAC9$2hQZ-^v#WcQJthL0pt-aHOl=$<4r;#|kI>Pq`T)P6h; z3)=(fV6~eZqzq_c}DT0FY-n ze=XJfI~>~~sTVL81vGCvx4*4Da!Fl|T7J|o*{v*RfiZu2?lr>C7b0)MwWc2feDTe) zG*Js%P$vo zI}k=mp&ox(yjfr1CYP|Q7xlvjupiD?wTxQcnm~-kd%UD(Rcj4+yotSK_tvLOtpb~R zNWKb!<la&16sH0#&`16g8FvUYRS)4yjhcwb z5Q@ag{PnW_!i>O)PGBDEuW#Y)bPY%^NZrt1XJ3Du`OB?aCWrS(w+b9PXQ+`C{DoFV zJ=3?`ynxD-=W6Eod{d71RH+6g#ld}5ZO{jBJRhzfw~UqgX1pF`En2S?NlJLg>!{x-tT}CbV9MNfbn3->qv)?A z#pr+Q^3_5|mZ!STiyhvq0ta4~3syn4sE)G#gm-$MbDr554+G-^7lkA0gm|j_EF|<#I)gh(tYxf{=n)F5oyXz?) zjwHUj5fW#N()<~tG0*MdAPO^~K0RF_-44 zvf&t_XgcuFw7@urSBv(OWRz2cY>@x$y>$R5`{C&3>=})^FB%23VDHPG?=;zYi5pq} zJDgB>{VFPP<)D%oZ$f7&+=L_QtEGPzeQhYCm6)R7JTfZXTIUt=NwtA=?L zlhboEtH`79_5BwERJ&R3=gB-bnsAi`&2%HuWBSeJ%38e9l|)DUjvyd>rK3M)oIj>>KMde&Ksc{3xf8;&QgyiT(wGS>?;DoPvKr% z5^+xf%~C8jTHEzNNXQ>{rmijdw87?a=s^9tipo!qm5jXXYS*X+u6Rz4uvUlYn{0U{ z(qa~L(`)Ir(Z{eaXDW-+Jg0vZY}ra-{LO#v%?txXLw{1CPN{_qPH)Y zijc~rr4SV02h^hy+e0%kD0h1HTxJzo38R&zWlGS<}Q9 zu9!ykTX($SG6GJZ0bFJsef;Q!uB5&>yRLs3SsY?fvuA<$q@>W4T#Mq8`q@|7GI$b= zLK9DI9Ln$BUUXBqH(Fo2_X8|R;Vpx_@z?N>;~D~0$Lh&w*&vtp#8%VRw$JE!lOObG z_jsle_|LHBJilUEpzMFLb*}UF($68D7UlF{YI;hQA8xgSmJU{yqLdRYx)+!UlTrOu zX+uQ2c05s;M0hx0Jq4(3B1m!;uFNc0z-d!h4GQ9ro*~_P2%aY z9Puk<>21D?KJ>re(u$dg=39IOXq9iDqCF~6QGxnRWffT(98}r%BT`A7f$Q^{w88vb zwA4bzSgG{)G&ppUUdD_ANj(%%4CX^4Rv2COL@pDLk9-WIFV|WK*Fs5}vFuq^L(EYl zsG^HxIsI?@%G-Zer|b$1Mik1h8j23I`A4Gnu+QH$Oz1rK-KhGr!p7qpt4v!fe&p-s zj5-1H52B+`1S5uqI&%>PM2h&XN~PLAG3&lT@gXuu#o*%Ufl0eXL(G)EU~ z^x|G%ubIhpk_}Yh({Cpx6K>NwRKeH0b-0Rs=M#h@z50J)TthfIJR<({{ioPYfBE?F zap1HX)ZRXcd4M-=xHA+-e~o?jgxYR8{2^`-I=s|Wr>ZLb$6hC-k4=}pPr z%$?sooLut4Ik_h_N9Jn>rK++7HoM=wu6T^j`EXIG-kmF z*8T0mCHa3^KELb;RUoEIy{CeWR6TVK0(Tt)#%Feaa#B>;&s+D?M^S2-0OEy**pNGC z+jG7wyxWBr0l$Wb+OPY{Rit)A2T!7JK445WP(JY|AMdKmN7nNm z7$lt&g@*K-)c)|+RWgFR2IzZ2!Xs`SxFA|6_HXZRrW+Wl>96PPDyW!(bXP; z30o>o`BEqQ{o0a}TpA(Tf=%Owy}$0b+XBx?&2f%XzU6i?Yn&LXKi8@hsO4-xnYRI{c*{k z1m>o9OiZz>i~Cr%PLo8RA}qUYH=pOp>OJMJ*LBR3pki4iT>=pKboUOIP4F6%O)y&D z+rR#+{*y*Vpui-fKFB++`@VbvD&s)qP4<6S3%!yOjoV^ffg^p!IC%wHTqMQ1EtX`!He zyMgwr?JP|60>hIy{(xk6-GL6*km`S(DD7xVqd@DVX9R3@sBelkB~2nnl^ zVBgo~q-7u84$Kx6-pGJ2A#$x7?;?Ad>=ea9rf8J#*&W+>#i`PJ<jWQ-!rYxd7-Y~TXLkhyo0ENgh>)+0lA!9-V_JV!0w*|_ z*&EQUVo#w97PC=cB~BovKMR^;VV&$y)*Tc%U>~6r78X_;y+oL6WA=S?P?fdH z)g%xU?%n@74ZB);-C1qZYX$9J?m2!*Ge>b6kG$%FR(Pjy%?sJUTJxZv-VieXW%h`x z$B9uUsO{>&`}=vevGOSYSL%P`6aiXC_Ne1vXztH5vA0i&_t9?;2S!sL%9qATiq0Co zJG$v7Xv619)j5`jA!C%GPWU)9LAb5>yl7#DI zHfn@S%CyQOkt$}qbk)||^*yCDdI#C^=B`Lj)vOTR_J-}Lt-!fy4Yq$IRqyM%2b=`7 z(06ef0MPV@g|zGDJ{JjdBZ`i{ca^yi1l5S($~t(^3R%Fw|E}+vQL@)|)o0d;mkq1H z!%r|JAbkb@3+?RW`P<}&M#Qhh&<6Yzx>_^)$3+$4_9<}|R~_;&n_7?Os!lm>toD^Q zsTEIV(FWiBV#E8Rb)SF4XB4Qeg&`ltGJdN2q3uAaELrF(U>c?$RMFUdEB7lQieJ(g zwOYK^_@Mcylo8_y5|FjO?Q4r>rQPgO+brJsdx|?(s9A4q(jZ_2~P%WexiHRId-Scuz@ z^S*=`{yZ{a2sp}ujHB%&Q|k`tJnYFgYq__&eG4AbkYAjpJr!v=T{b7``sz|u1H)r& z(|N26FWU0fh<1NSKz!JcEii(}r_cSWmn>G0-{Hikw~`$K#M-`*o4~3-E*&0i63Aq` z^WhkVOmFFYy#ynzUqLW9rXtN&H@Wa|R0$huaGwWqpQw8wf=2neaOvhvnC|FmuZtaK zY^ttTKbS@6+gmq=2I!|;8p5FPrCCUu8EodHvwng`l4^gY^SAA5C(ZQp_p^*(CRC?n zQ}t36ZS;8We8RUEuQATWOl*XS92ckfU^z${CuS$Jv?;Nr^S1JVB^nMdKNLc#Z(o07ttA6i}?G#75fyoF+hf(Y^#4zHKs~S8W^yo>i$L!t?roFB7>25 zOT6NXUiRpE{Lpl3rFyUC79M<{lpzEwDrFf}}srFo!%QaQrLAz2iwsuT7rRjSn&C^MFn~rpfnJ z`Gv|pzcm&4dExJ0la7^3>j)>f+K@8VsZ9=`>g@#rbBMy?>ZW4f z+p7N@cqZB@TJKzf)esV1updcNeNVLs?%ST@_k>4wjIvfm!v{_BkR>ZZZAcUP>c4-J zn$t#3Re%TIK{c_`)onADG^9`o<36Fisp*o_%y# ztr$9l^PRd#8;t3(S{{`QWuk(xZ@wt~(%-L;A97fj{PE$Q;Co4$nB!A=$;0`+bD~zT zgfo+vKEg4U2}X5=`A-$rp1T5uj1GU_)(nt+8|xY(%p)Zc#ZJNxC$b0Ie!tdq?VdoIE7DyCYXeeiex>tAxsf8ipBvv)P88N!k7bsug zVvdt7keSdg%YRd%CA{XPTlG{`_o%pyA&_q7;hGZTOE#|{Y13fAvK11}`CEk^ zBQWuql=u6IEKduq1+rjj`wM}){;khA!`0blTuJHD1Ug9YJ^YO&84$+Fow=5zs7xpR z6r0pc-#RKf3Ed8s5C#+F5A?Yh+!f;r!ID)yezx@ma1I8;$(JluyI6mj#k0%c<%0n; zYeVA~-iOl;uq*YF)d=w|uc;)M$gXsEK0a_-$Vy*E?v5~fn~QiYo4SuKI3QM=51r;E zCsw9K6E zE0@079bjVIiZ3Vv7&zcyKoRo2<~GINYQ2Z>gM*vNyRxkn`-QIc4y6^~(l_IlsXpOR?ybnwVFfqawP^9-qLw*=hGCF3y2x4FIa zdx^)WG;Z*7wLCPZNLr9`GOC4eb53042I6(VZ!K7yq6pge!45p}mRO^o(C{_OhJsfMK~!(PCM z9L6ISeAJTFo8Dq#lW~fDw`9$1-Lg%X`{~5|8G>L6v=*8rqos&UdCjE8swi2QtIbKs zIVU)EYie7e#Ok@g@DDOt6_T{*8ld$PdOXR1Muv#sycs_R%-47P4N-2~<^qTqs7fM3 zwNZbjUMEwRCL=(=R~n*`BBS|1Y5q=>?)!5*_A$`-N?zquTv>r(E;z!B^`(1HE+4!? zj+#g$opp7}a1`*kVTOhrhWt=)H8FiBTY-DFo_74vF_r{NmRN=E@MQRWD3LW;AZ!1J z%-lE1K~Ua|)WyAMtn_>Z!^fpqDB>7eGunTFFD+Iqy5=8r8lsj(EH{FrLFbR)Iu%2;l*7VaZ{8N9= zMs47o6Q8V3pxS<=VgM}f0U1W$1%(#Q!of@rmJVz5PsC07_n?<^K>B1OLiNfINw*(^ z;#=1PXfXn-8v|RP#I|iqNX0QnUs}=l$r|3huu>!)GdY&HYHk*hoBNhype=48R)r$v zUqnVBe%8+BcM4sHul04C`Tk9WOuiWp=J-77 z@<3*0gv&b^5u`MBFFo^77WBitL^P4DfuqI1j(s2Ms?q-9h99*}cN4_ryP^yl|KMNu zmaH|CgLa;hpTT0+#)9yL79A$l(!IAZgSRfJ(Wnvv_3?V2U@$ZITa3_|8UuaRDk#4h~=0eeB<=X>hGMKFOOCqAk>}Vfgssw zg9F09uM$Pdky95BE!*f)Bs5^H$dCskiF@YupB^H$dwRZ$ehi!K&Io@;_|@C-fww=` zh{cpO+FDdNnQS=E1FGFt4gFOs9e&3;_ty(^rkUN`!V?^{M-YR6qNdVak7PD>sd zwkyFBC;A=Iuk{_WAWoeNh$JSyAuw4`vP;k9h!B9|2qtUO8c$rQ3DmS@KlB15M%=e@ zf&w!%1mBa4S73``@NAhC_Bvs>6-)GWh`Nk4LV*>gKvRPx-Y3j0 zoy>^9JJcBOz}~rqPlpdn;M{To)Ta!l20nAyTs2XX>3xh5M~UB)@}ChkOU^j9-5~QEZ3@LUTyvE<+3#KeT8T5rNlZrE(VR^IAb=DE{T~tKf)hA zA3t;0FafTP?D0Dl+72);&E6@U1MdnV0bAi%pg|$S4kdp~a1a6QM>NTY)!k_|IcOby zVjbLoMPcyK2?bzK2tVxk{g|V<@Qxzl;Y5SNaI+T6H!zoes%!bd;^>dcZ?2!KLRR($ zGzn#rtLKM|*w2Fr?O1>&QmGAtT+#=cvN0PqPNj&+p-r;>VDl3BU3&r;Og#;t-5s7} z#j2W?jhBD1Ynm$V*aW;;>!Jlq>Uq)Rw;oJ9JCA}vm=yV}u}VL;?0^&o13zk|3uGg< zMCM{Ek=U1O4uC$bjoZWXKqT^28w!WrqTr@Y%0&ngA;eOSE#)U0;h_fr;m?~Lw8;WS@g+@0`kyC7T_d%rUsFn*3RGIsN;nccm{&dJ0MvM;iy5JmtN1?p8~>#Fjt2-P~JuXaHEHV zaV8v2`Q6^i0LhvHBONqDqn|s2y?6*qQHR`G_{Q6!4=UfR=&9k!T=33ktxf{kvETR| zDV^8=%9pPA#JD)x)K<`xOcaKevChk6Fy4Qz%?-9pY-ef1)lFG(so@8EVmgE}VIFAN zqk^_YM_M{*=1S(Rm`usBZQYC065bw{Hye#65h>&|WSu>8cVgs!0LR_qOmx)lX?1ff zEnnHT77n)he@)n~&xUARC6Y+=?EccoJYa@ZchJ=w&ASp*Ppy+)xqHK~tT&|InQ3w7&Mr0D zLuk{9?mlI!GGik@X9B1{&vYSed$xaGw2EXkCizPTaMk;SBMy*6uV3|0iK39<4Stc% zqXYQ*4|j*%I{Yw(d((Gl#5P%A=s+DM$(Ut7Opsw-#v?e?1ih^wDG0_xtciP)98jGx z8yK3y&8I{gc1ka4tix`nFmkjbb@M|q$8(aC#JXi_q&C_EcrPvt)Zek)N9uonYuMMd zE<3f$FOkwwrn)o*%z7*+>8_h_Zk15Zvf74zk1vorzhzO76Mov1gu`I5(|`T<>EPkMh?8HO%D9Md96EpdZmMwQ=e5_twExpx7&l`I<}E%93wdA`r)LUj4(5-n8}nZe2`JzI1AGV6_S{v;wFwGYzV zYrCtyqKOp?eNi@mDAupI#rqXuBb*s*F>Ed5%2YQy9e33$oK}iuFyMb-Gi6K57rMOM zd=`D`xeHy3W9&hW2Tw|}bC-SIt$Do1)ESt505dAPJAUCLgqL2}at>bN+CS&&nVntnYs3)M*C!rM{oa2c0T>N`kmGvB7NTOn*BYk<&7{^K91i_hB&)?8%!5 zw>eBM(MpDfBY}~YQ4uCTr}q#zC{(;SZK8Bf3`fO`-<*F5C<@Kx9Ljmr5?oT;sJO&Z zUWqV6R2)ybb}BO4nRfI_|0d$r&VDztWj|rIiX_~zMvLI*MJegE~8lcL%q#ABt|V+Y^SuBa;1MZ;2e zJuIqHJ%xp|dh`BaAbM$#LTjp7=$6SGc9q(|?-PF#VHu5*wY(<-0X1e=WKINcNegFL zu$tL+^VX4x>@!=r=Z^xJH^(>w(mg8oe9=;|Q__Z!@oi+m8QHXu3!>PJRN8??Zqq|c zYQj6Pv9nxmze+Serz;rD@94=chk8=_$py&CGFM_Xew|YMpsPbTTr?h-1GAe_4ia)@ zAEbYUXzeP2s9WOpV#Z4DTVX*h_C8scVmNygtgtb9U*OcN|C|?BP`_y@U{cb+nY-l2 zF*2S6L+cDStgqhh(*-ScnTkzk&>fReOG4zrB}eX48qEG;{!vQja+gx0SW@6eju7pw zypn+xQ8la%Am#1w3+y2GD1ucNuBlIo+DCuZLicCeFNzB603@GIYa${m+X5|NnE2^=v16Wx(m|0ob5viy&Y~1XD|A-N( zw16(IHjW_ve;J6o08QP%G6_>Ru$_ORBM2bpZVzDN0I+fMv+?k=vI5vyS^55B=;*=^ zkTCVIu>dGC1LPb*KvzU6aYrX_7aJ>UH*lK&{0g8orvtF@@$oSJS1bQZ)yfM_=~wIKuSy%UM z?0=WY@;eN;%aR}qaYqLSAjr)X@i#vS8yBECxb5C7e^1s9jSXO7W9|kp16tXD5dTC6i-DGZ zWAN}@Y`g&atl-^a1F-)7`tNUs;PtX_1lfE4G5>46EV??9dJ^Ice^>lp-Me>=UI1Sv z4o(0QI~N;(kCzv~!^M9J@c-W^DyBC7uweb;Dhsl71n~V$7Tl%(5cc?I{oS9R{#4gB;z!E&ymsgi2WA*jkp0U@BSbj z0E_q^#0y}N_=ETWERz34JgfkJ7O6jo4ZtG(2eAWKWd0xy0E_G�g-L`-8w-H2#agh8osDH`70A zFgeXX2ux1v4+4|Z{x9MKqd$IpV5(++5ICioi>bLC(CzQT_^$$7gZY1d5f|9W+|eGq z6#tQMa{iV$IQ$9xds|p6{y=tcS_>PX3(yt(vi>mw*AM&?7fc)YKY7{M!GVDe7N)M& ze`fpJ$Jrfxi+{p^`(gP9f(>}F(Uqr`0 zL*)cF!pYwKU-SIkJLf->`i|AOGjdHf54nR)(e>%iV#|AOG~-v5H&!T9_k2aeMZW(nbPlKO~WJz#7r8Z2Y%1aep*3x&>fJya#V%R?!2gfD#cj$o%`?Sm#u@~bFH#kmxn004n0Y0YOJYFu{}IPg z=BxLOJ^o?I=j%recGo@vN&-E666hPu$vJA@cSq@Rcq_gYWm_(j8B4g`Q`-)yZ1zXA zKKn{)_b$hOKaHrVX836d@L8a-Wn*HuI%Sd_%E^-9IP)$x05?F$zvQ;OWPkE>n7J}4 zC)>O#+w(MWsUh+0_dgai`5eL1;xy{eN2pojq&1O(2Du_gAPbtPQ6o$Ctww&u;cXg> zn13Drirv!AhiW28($O8bW0l+J8Fc(rgKTWWYgBgeQqE^Sf70W4m);)x;@UjN@pJFN zl&ggUfe~aHRZB~-&{2J7T7d)-15pfaQyz)?Enf!_EMXi)T5fh>2Sb zwBf~9+BE}Le^WhI=Y}Ortb)u{R_gE2kd^FHvGnql6BW)EisHG5jQE-dv0wPhy4@0xV6LV7DM3*zc#FHI32!a3sTprhxAVvf8qbow^?O+Wx;AawBq~zy`Tf! z61(T=WI_64I8K-q*XID};PlaR2*igFVj@22VC%rxfSJ>)MLIza^*MZ$FpJ)5D7it1 zWjuwq&h#-iy;MYDyMmrHY=y2tS4K(_9wn`@`RKXK(nHPape`@H^Rv=qT%U!UC+0l$ zm=wipe^R>eFM?xjv1cC7Dht+u6oPEB6w1c?u3t+(4UJ0OS-IB_?w;bBeY5?-;070d z|C*9qbn%2z;Gj}X=SB0ln?TLZ?Q7y>xonLVg?Bge3mrbr2Ikr7l0>n3#^93@{KqTQ z%eM_8TG0k?A}5;<@ulBC46xxH+6qLwZAtbQv$D41`e* zszWqbeB9fsvOI9bro8(!61h-wmZ z>_5aQu6>+ix583B`ofGIrZL2mg8$g+Ig|39PNW06O#IDOVY-$XHjmMcT~2=Gjhw(o za}-3SzEt`vl(jf%;=T{1-`4zck{1WxMrxM6norek6(6CFRoE}S-%jD4x6bBPMGW~ebq z$z)@47OZ#t`!zy8U$x-kIPRh5{PB!;83{bLvUh~=L3j~?qnYd(gwIW;*ipaAsgPeY zMR_=pL|-9rPB>|kiMyDEAkP3(f21b)^VT#@ALn-&ywW_Tbo|2`MPeo~q?b7`BuMx( zf{j`eT8b7566vWsI4_-6U3R?UerF~{cHQo*6!%NMlc{RCepkXFSreyXN6IU*l&t{BP2Ey8tY@UDe1mb6e@m*k~;FNJ{fflELI}% z{xIcxzok0|Dkx!%?isuK?Kj6R?qT)1qKcsCHuq_56DkoxG*w=bYfotoE0Vw$fi5JA zGPw2)`*BBvDZ&o+XXF&kf9(~)O+j)or$7MDW#VU}$ z!b<`J#6=3f@=FWLq{*FV$l*f4Li|1s1kM;|dwg@X93pDyJLH(jQOasv)1`VD90akX z_g1X9vZ|>BSAv@Ya2Zb?euAgm@Qc!Gd!lY}&N|_-!rNmBPO^A4e^m9fZ*{Ic(#8*X z{MnlMAnmKg>g3mJ10hMd%P`)gryHj9qcdbbervE#x;Ey9 zTBRqYk z69eW@ zVyvJ?v*cP4k0C5wrD+DajL*AuSi{`Zg_J*Xo)QI-yfIHGf1J?nX6m6qgdx|q^~@T3 zX-E(^5%@>c)ff@H`-=rW4a0fTj*)zQlZ)g=cr_1!YUrg{UJ-tJWJbeiJ)V-LE0zuO zXJc(P4zIa!oSZ}~X0=MMKWGTEZlUGB3~=msV_g0`ZV0MYww{p_8_CLU>Jm08$K>-U zSV;7yCxWMue|2zcU#R7`P@*``2rfxgSRgtuRr4wwBn$gxLDsE?1eu!iJ~F$7{<07* zsCSR=pb$^Jc38p!%Wid$FxiZ<{!#04B)rPVEuGWfnhTh;DWeqWG9*(YTgIr|2G33N zt&CuM2E)F%i8MS1G4wTDN%;hSox;l$0%2TPBma%oe?HSE+BPz|mNvZ}Z=EfK?g}!) zI-ivd(G}*_z{&?4WUkXFh#97Y6bXf9E@PK9nf>D$XRF}yI+nLChvmWOM^;mHDpV;k zUVx7lC%x%?UWJQd&*tBUGsin;ii&^fT70DqrRUGTcZ{ll}QS2|B|hZM$MT!cy0|%9B=1va(ar_=uaixJly*4?c%x zczpwPi<0(BK0!&Syb5;~0x7X&Z@&C6Y6q?LnIh>{3FF)s728pKtMwG=cN*Moew|7g ze|+9{YsteU`O-&b%m(OM7_x9_^ey{kft7v`8% z?T2P=BHAm7F@Dexc0-m&0(T(6yU!ZKY=e}l%qJIm(vFp~Onbk8ISe@?3} z?UGtj5~?6bq}3c9A9eX28(I8I#z+@;#M zw+`8m6$Qv*CPF{O6Jswl2t*rdu@;}zk-$_(DzC6lz{=a(dHLN?U*V&q#Oo#M$$wid`woME7( zAbFC0WpO54C9%qFAwE1SE}>IxBd@7RT3D~3=Aqa1e98B3>-*Q;c=6Evf0YWZmu2H6 z#zRw+GoyN|v&%?($$}E`$DlT01IZ2jAzP)edx!gy)+9Bs*hd}IYy=TL47hNZ; zA0~TixsyC{1p6skJ(pS=$5)GJ8KM^Mi}5Q;73#O4@)nkiENyedAe4Q!lvS<*?;QvQUb6e7qfLqzFH&=p z-$;27YkdZgM#*2SGNZ#A(C8N5evZG^3yvWPg(S%p}L9j^;3camDSvV<#@k@_oatskji`@e;(^>RVL~fZM6@B zQgPMRYu$O8ol$;#y0>+(M+}e7<|rWBxFFzjNe=x^7-xfUjBesS#7ox5MM>CX4pZ@< zshRald0ZgC|4Rj0JI1|*aA@=>;hS;P$@B*lQmf7$cvwh#&0mflWzW$C3>Z!1s#HEg zLzESo5RmSIZ8&n=e`?Yhx8uzllMx;cn|n=oR5uTUp9-4hu?;^8sfhcB{@O5R-xyi6 zd%nTOqW=CF3h7t?*dWcbk_=lWn|>eL&8lkI&(fK6ixB-pO0adFlMf_Q-|=IQPm!7x zh+9qs;RJH<-$>ggM%>W_*rjDpt|`)p#gu}8aQIBKw!#)!C`s~F;e`zI*-?mv6FN|CSxI_r~##b-U zgjI8uR;2Z8;6pxc-Q^}(WrRBk`GzkTqm5>hx*((l~duJI| zNRaoPe?;vA6ugb^o(x4Zr!^977-S)l)o?%;B5x1Va{S6kSoajR=sm6fj~x78Q3tph zxo{dtiW#|~Dm4wkCg)CzkwqpxvA!=fIk}Nu$WiAw4B5$u6L^AWf^I9xd`j7C{gYev zvN9xvUtRMCh0a}pX!VmjlQ4LLutdc5Iv+* zGwgr07FpMK2y+sl_~BKO!O95Zc_8BG)ATc^ZR3sXj=R!388n(7kWClyc*9!SRXDL^ ze>&WYz-*mQS1j-SUGKf8^0H59zxea9MV)rD_U*Z@WkwFc-MPa?9bDrb*1L|BNTYa1 z8kFLR|CEC$qzj_n>T^(xq9TIXEu8Fy&o+P&>+PSN{K?}a{;{w`p&YYJ?p+7#%`L`F zj#|J&iNhQyZH8&U1E0dJ4Kkn zW6K3$+byL2t)h{}Gi{B#udtO@+St^G6?Cu^57R4w_1Uq@PYgwPlw*nP2R6o8mGAO= zJYddEhz-S$M-0swjsk<`Vmm{dVd+E0A6jbn6^U3oy29^@Rt%;_U*H@+lYY61f4_3* z)IzLeEYr~Mx`HcNTQ&_nrx|vMU+-CKn-*dyWIlE?ZkcDK3H&giLbrZ3Tb}PizkspL zsU7CDLRpAJtm#X_6x&)c7yK@Y=n7B}8&2rFUYJ#kXlkN7>F2x~WswP6w7EUaaZCuk zFxW}CeZq3(H?OGn*v4cMOZ2S{f4NeC`#|y0Z@6I4D&S|}oi4z=O25JWC#_@G+AG{* zkQHH;y(HQX&y=?I{^d}Hz}WXr*B0wdI`-HJ5<2dr*v0wMNF8s@*cG9GH7NU0^uU#s z`z;%_FFIbl9b!irk|1@=Gy^r9BDg~D49SIUw4j^;=&XSdBHNi?8hmW{f9EPGcDdSc8?l8WWU}Wj6t;_K^LiFZem{LK}s|%o?JcI-Mgk2TMM^ln}j75n8sDA z)YAsoQmNF2w~vkqqan6Pe{0*PDFn@lKxO4c?6q7xe7J@Anp8>MA8qY^13}&WRtz$n z5e;Uq5!*JUWC=7z}Z2K?VbP%3dH* zJN9~eNR`%(OmtTA%{oC#9Gmod!JUj(^o}lC*Re+9)O__Aq-!G6f1s0kEL?TJcvEAc zGe2T5G#{TA&>YTCZNb+^ya76*Q^Z@jQ+=8FfZ>}4g~=}y@>M_(!e_grTswBL9N~Rx z;t-?8uSW!GK665r7*WURboW-aVqa5eyduorsaOcs?UotM$1^UFp$!&!EbTk2BFT{@ zHP8#zHn6BSLX8eUe+em0^7-qK=zme;*nSjaXHW{U_)fm#0U^bWAbFFlf6k0nG`*mw zq!cVcM6x?@NNSCb6IT!+$$Lq(0%sF8FMjsj z(wV+4X?s`d4Z=qfCX-(nv1w7MNtaVeWM$<{ew8ekJ=Duu zIKJnAr?NY}(#Sok9fX&8bY9l0R>@*N-$$7NXWn}DvCKssp0OrdCUn^+dlzTywQepiR~7g=jZVzcyNL zs|pjt_H%Z#pDwg2C+X;cxFC)maAx%k&v9@6Q6kLse`=W*az>{5G4Bh^xZ<@;#!<&b z;UNdaX_oEzry9SoK_}jeuw^0AS7!{7`K~amHX%t#RNySM@D6vre2~8-`=zI8lA)=v zu&vZsTSM3jVn%*O)w63?SnDiA`%i@E0`#CMGs>UpwH~L| zzb2Rhe|f#9CK4OIwZ5Fa6}qr-{n8gp>Oz~xf^rT-gW#pnitKpQi&9|a;muOOK^dWq zOpQ=nBd_XD$q4RLu+^Gw?gdR{Jta12!PdL=q&&#FoCMJJsFh}P%aHB1wQ}M3aWQTc zq5COL_`?Yu=`fSelVMj&JH3RpGeVil4>(L{e?Uo{5lQRowob4$CRulVFH)*XfR}Sz zX4Ln)A@LJ69(@op+uL&GHTtOHlC7Rtqlro+g8^)!qU~izSVy_TI+s>`>QNMePyuPz z+mSIs6it3SQ#+>xhGRZXpF(~AU?hahYN^8-Jp>0VFI2KR^GuwLxUkg!^!(an9q}{* ze=`sm^4YCLWM-|IQ2ufS+YN##;YK9(_NP^oHasy;mO|m?ejWUq#6T8cdfjnB#{+>T zlm)X?I<@q@{TbxLFylAr^;V_Mx91ek%X4~0^4KFvM`H`Mvq9ocUxO{;K*SQItoYOD zBis%v%^w;Ra_CmLhX%FD5Jd&#*!C^9f2F;qrV6&cQX|=`W@yOK=seC?1l0PZvt=O) zeIC(wvfWn=bKuf1k5$fiWO-WC{(i#FT0@&LVUk0`$ayRY%=Urd0~M`9%~5Oxx92m> zMjDulyW0=9wiZy2F}sBrRp+|R-K0w?tIC%`lSDs`c+BEx;%$`bK;3+;w>T^-e~FOx zT|wOad|c<-)4W*7NgViTK+%fk4H}B;9qCJe-iIz^362Ly~*S?E#|;8zzIrywIS}MC_~^p_y*dmci^2;-iBap+*1n*7m)nF#v{FmnaC6^b-8Uq_R&Bmd<{aE*SmHi3raD28aITfw<|{=Z_8a&v^wHW@ z`+7}Ped8wooV1j2b~8Ug?iiAh)q`0Bv*qKzx|0?8)^*gKk%Qn8&Y!3jxY9 z%ju7aCY2EdIr24SE)sj2i^fCs_(K3jxWI0w`OF)T2@-9qU@(9*^Zuo=yK%(B+5Q&QV<^8A=pD&mG!Tl!VkhdvbW+hUoAM0o z3}+cOH^cLk<+_!se@*#N$^{8ROtRUyg!UHIaeeg0o@UsTcE6L|l)xQM3mLPro@_%k z4~#Rw_EI71YhLg!>0hV{SSbvlXnQ||rS#q|my~=^yaFU7>R(wEIltZ!3H2;CW7hV4 zO7E3SU4SsF6Y+E+CQ^w~KMHESeBf3&cP#evx4zl=ni=a}f1a<5wB=T^6P8VPyzN1b zsTCJNY*oD%Ns7vrF2BlQTCund@DtGZ4x$<>VHP|jMKCrmrM_(CXyHd(ZnXMFEi0cPpI3Rz_1k%c zrgNyKEOzX)e~o?R#m4e3@vKnOUZ;)e0Vf_q5v{vT=>+#>g0XQ|`=q-?uzCE}j;;2` z*+8y;Dmkz)~SqptD@$SI< zOe1+GDqWcYKv=oZ`)u4wc~~kj${WP<(9w~nHLV}nip<{+XQ4fE9$1X~c7xBV{EN^7 zO_u4wxtGRUHTmz+<6g?98{z_Pv5dSQ?&(KLe~V!a77W#pM5Qn&5Rw2scn91)^4X-x z=_&_1@d(2T0%$X|(N~(X{SF4lCaJbkh~h#4E|u@$WA6onjFqkxmpU<|#R^>!Awz;) z*}j>NhC#P5V9g~95kCP^OIlcuu?E5EM7e8hN=vgio&@ksym3oUV09)UrLvO>kyKAb88znf1GcR%j~=#h>If1ZXXf67GQ{-m_$XY<%vpgk&M!f6GOK zVg34n*aB?R6dVS>N7x^t*FA7gmt8Dn+Xi9Wi5>iqW)%~{+jlATGqd$(Vy7>sid<@A zFOfGZ30$lAD69K$w2zf5hdKx;6-n7%XMtb(a@^;E40)?pATB4z*jT`0>$d zWTd2d%}|fCcTUp#@k}RDzeCTVrj1498}+wUP?2*^(~X~RG}ljbKM|;V1EAL9OazWI zeXId_JV#^7-Y+iY$3SrcR((IMG#4z&!*6YZa19I3+7V8cHM{5HlkA?MU?TA%pluuW#7Z;BU`Hz1aPZ6limAYmM4m3a)qm#%u6J{$f6f+N02vH~bnhD{=x zZ_>AFk}7@|rSM~2Ec`fvgMrOb0d$TnKI{4UJUZ^s+?F1#{GG>Cf0p&$P!oBlj-SPP z{+$*m%7rrY{ecqeRnDKn2czS}h)2KP{lqNBv~nz~2&I2Arq^@Hzk>gGJZoxE@8mA# zMC6W|8TbyWA5p7ZX?4%p@%lp~2gGQ$JCyK+YHQ|pc(Lv+xjZsXFRu1(lW=9YEuos% zfeHn56WK{x-23&@f1Ba@eDgGS584twD)XFkc^Epk~0CuCK z1E%{_pU)%o)U(v{?@O(n;ez8bu&EpG-ls^OuMePo=C$}JSFmDKr|KMgz;oWL6SNNP z;Lj_@km_&zT-c$V=a_2LSFABbmN5EV6a6i4+!oO%b|AEOe_@3Sy3=0eM-h7ZH9~r! zzSogep>^1&QfjS9(?ktfnu6pR9%4fHO06J5`TB&+(`X@8#Sy?Y21P3#o6YqCZx!KW z2pUm?zFrmtx{qDh)s@4w%#9dMLHyWIr_zmj0;e&u%`2Jala>X6rWC(GSZ$<+_qME3 zP9xi8~3ZGdFz6H(h|=tIdC!e5sKQ_fOu-2y{o)B zbx3=uacShlmTN~;)w3gMFxPbW&5lLS>eg*jp0dW6=uMO1s^OxJ9VY|~NzLj$L>f`3 zYVPPBE)yr{bR>o&E%iJUiCt!oPZ;ZK<$igiMV;!Ee*%s#3H(nE{OygCeRr!5hq;Df zqY74$YQe|(xatgSlJnTH?9cOAy|CQQWDz41ZT0i7AKIdcFZEpEN@~Au_NAuxYlmRn z;m1BeZri@6eEw3uLGXMvhAM9P$^C6V)c!j2NJA-8D>=%%E-a5BPPz-qP3eeV(bf0; zP*7jAf5(XdfRayX7zpiIS?~^qwoS$QdH;~Z>X$~4*8Lgfr{3^ke`+ne?{cD>%%<1< zz16|O>0?b-fi{*nB?nV_sXyalpGQveIHzuX$-2jz(qoOS6=fDoKzq~c$Sv^nLNMJ2 zx6ybDaq&IU$9B{!_sDakvEldnqzfYBc~(vwf7^spJ6Lzqr-|^D$V%0S2T}o#Z)y-N zDLz`L35OtTY(pD{kEw@C&gJEb^uJ@m%x798*cd*B_*o$C6hhSEwM9UnEs0_+Svwdb z&2ElX$Pvl#E{E`mV>!mNBMpnx8&Q$QXL@|BPX23$XrR-e)nij9F~=i5iqJ`3 zP}AjqLx8loA)x4maScSENT!&)NvAZoe-Zo8caB2ZY#s1uttn0$5R8Nmf;e_?#If&G z75I`&wM-&!Mf}|-Z{=X8G9Ltgq-pzpQ12o4StJ2fohbO@bxN@lXI9Qv#tBR2yJi~3>e?RZPYIE9C0mT0j+yQdtXIUUMS!R*e7%Y)V`0onq8!h36eV_4mix|k;34{1)#R?^f z$OY{w58=){JtaouiK|kN;Kt`TYyua;s^%mjvs<9R>zAFoe-FFgQO3gAf5{^}9floW zBN~1|2YS8H+{f|7dnWzVgkcY&R(6C7%_Y zKNeF>%C>vMt)Tr`tkafl$EsPJZ<5w1Jzq!<5_)n>w1&@Do1!s3);-Y<<(s#%ER~e|2y36w`s>>T-U1 zM~j6SZn%>X;(dt=%a5Wfc;#m-&2ze4GM^4?@#D~oV}`;#m}kfKR%0i>`Pap$Xx4do zE`P`GRq8C$=)4d@xBG|^Qfg+7uE60dE*!||D!LR0Rjn^92*IDnIGaLY{(b$&di9+7 zYdp@V9d?Wr{o%W8f7ErRO2D_0cP&5Q+`4SSy{R)B1w^O!=#R~d2iVl{4SCYLq0%8) zSbliCR^hF>vs)g9O4n!GpuXH!CoG=fA)kP8O*>NrjKMypHjqABP4T5wO*fUUhs#`uYR z*!(O{m|5Nv77lZ;L!g<8pc$`rl&F!Y+i$=)1y=WM$nB z5p%eteWeH7e-HNTeH2q zpM{FaGFYYhkRWp)jIdABG!|h=9N9uRbe(z*^m9W(9NH39HPMiDDiey@Q4*Ksd`2sx zIZ`eE^+2=Lft8youao@Z>^NC4lP=#MCyK@4;u;>e!)3i{IZCiUFu^4yrpj|T`0jBs zge?3_e}gYsa~4X_QC5r~gRTcZ6!P=?suSo#BHOStcBO0i#L+-MU992Nr!B$qSYG^l zrC|}tstL>#6~r6C_Tw&dC6G5XnKHYX&VEd5f7(@xbW?KfM+{`&4to>-p$uKutBc<8Xb`M+RB1Phy8h zYMVl#LfYRR1=04AXDMfuaxxW9 ze3zBN!7$6-?XR$LwtKc`qr4{HdKPdgver(#Nl?rowiB57SXt9?05K|wL-8VwMx{i3 zf30nQl>*GxFMwOcCv|})Qf19jwhL2==%BZh7w32K$=55>4s>YsHBBKqL96 zyo5M)K=A9;{x-V-dmho?WUb)Q{Rl{8_CSCB;hCqu3~@%|q`y6*-z?!!mpV5v=^MK5 zFBz7;AUCB79sL`4ZaaG|lKya}75Wntf16bH0Y#ij4EKKeq7&W$t=93;R$OZRU8%T` z@=PB3yz9NP=!&KQX|{u@kBCO*pbWseNfNw~A8z(ZWQ7VjNE=Ix|1DCjyy>_p?RpFZ zM!os^$f8QfVyH@ianixh_}nZ;^*!5nc8`T?I(%?v9=%`Y-G;~laJ8ed0i+@#CyC`BbZZm>iGinta+#__X@sI;_5bh51Nh?m`#rCvFLtFepYH z6_;T_pKi-aU)=p=H#&9Lc}j)ie}LQd(D{{8HztGa=S7p?=d0PipLkViV)*CAV-mT{ z!3f3=JFA?$scsGQ{Af``Fnts>nx7F;)JoprFXP~-9cetD4LSWntdBps2s2;n%IV6X z5RVs&vr;+Mcwp!zhfNv1s9u6Qww*@}Q;sBr!-Q+kSrc#0?$uzk3F(Hje|w9}D4ju` zSivx{DdG4L2l=hMQZZGIS0hfE5#!war+FZQ-sUbXdujrbxO@-PcW;MeEr>}vMmI%dWwoU; zk|W5xn;Z&dowK~qK6;Oq;E8T6`^DF_ud_AuEsMpfL)5cbK~a|Gf-iJt@jICzZ z{V3$`R2Orz`EP%E)?zKmirmKRAeWvfZ1~FQ7~1jbiZ`y{_%Iijqt%>Sg};`D%NUy8 zQag7rzgt0i9<9>jf0BJHpd2~OK|O%Knd=su$D&4NNGsYw_PPmxIWSu@^2)a6)uiX1 zUL#XUoH=B~Mfp8jorSVgx`M( zR7&K3kcsx|#IUPtqpvqQDWA7h8vCkkT_;gFyELGua}D44f8*mNSs`f`Bb%!$k!CiZ zplD&1I90KI!h8WeKKJUSDHh>|Eltm@)5sjL=rv{Ieu<>A{Uv=uvF1h{LueZRfZ*+e zyr=tfWnT)Amptakzh}M(hDULBzp0_!Q5NbbtQtc{T?MuV@&XF?2}R@PJznaol_ds- z#+8tL&!OL?e}KFWHNSSa*p4e1mxPITz_wt^TR)DhQrjl;2twusOH!JHqo9gRa`VG& zqrK2nrQ$vB{m3>Z$rJj+-c+(p=;?|tu{8lR*K_BYXTnLDj*h#xeIxF;htYPk4vva8 z!d(kxp>3d$tc{y+4ANmvKblwSr51L(5#k4XDl)U7f3-`+%c~)s8E^aWU*71v@2a=L zd$iz)K2nlP8ZMmSdn)yZisTA8jC@J`y-#^AJMn!#i2luxR%bOE3~w$$Kx(l`>&BTsUxN+r z2mI~Te}}XuLgTOYZ{l9tM8c5;7A7k0tJXwwJETvYuJPE>1{p4yBMW!O)gjSI1%@@Gd~QoYXbt596dvxaNSqGq%D4y46u6h zi_ma9FAgWwcCk3*2WHa+&}bLC9UaA1^stxCe}=)p|DCD5I5!8b4xLbq$s7;Cd9^8V zKNntS{giW{~0bCTJ4F zObCKzfwK`Lq(7WIT`ha}3QFxvjK4BVe<#@59C);3w;x6Nq|2$c4hz}gVJ)GV0@R7x z#m2dDM222{+o9iTmCE8}+dutfcM?H|;;5mNBWY?IUk`&|SfT|D;fp~uQ6`4ocM@_{ z>_7z+^ibXRMXv@JG~d!LQ_lyPQ6E+%V8vXSodTUCIb!?HM~=stF9jtBQqdVxGztAK1+M6eD9dQGTPyPu&=605Ad1C z)(BnGix~C3VD7Qxf0sIaE#zrwe-L20hyY3&Swis@Ze2jQ8s40ixpC2XbK=KBnm#0| z;FN}#**=FdPn)-lm}EJB zD$u%XX+6E!Y)C!3UC?=~7>lfc)x8Sb4}sgQO1rLODHXN}sC7@FjISXce@dWaur;Ej zapFXf9JC;Uo65FJMIuBD>Hi=$t8P+&ewDnYvERu+yB{*PF8!{D9?U$GFUfIjzO)nCP?5vjN<6qt)?!zA6YLB<*osDp4P0i*C{yO|@tk`=gMAtuvQWf7L1JWiP~LY61J; zsPAJ7)#)g0-P~r1k$N<3WMdW!1nVJN`!(ztNW;2k5Xh8ObG=1t-xmmNaUY9o9a?^{ zf^dcv+IlIkAe|4xe8V?HPKqD^f6XP<%1HzdaV{zGnMXXuWp!hU9wb-)NMn-GmR3AR z|6N_vDqeAa!yD#cf19n9kznD2D1n$szgAdZd9NoapTV4iD&HN8f-F9Bk5T%v2732B z9JOT6W**Z}%2ntdcVNZpPSZ6-@jU-za9qlbW!Fy0rPtx1i>}Snw~%#Qp<59}0uwwv z1qo!-HpDH>!8e^kjSlDpX(M^~mr&be&$?plI?&_Ulrvp(e~|Y9!?59KF3)qH2EVW$ zz}RBsgrk3~waQEyybV{debQP3;Km_ne#?5~VDq0q2ri7d8iF|aCAVH#e~Yq1dI6{P zd3rP#qYHA&$uH`?h^t(g8I+k6BP8^DIc~Cs(Ir_Xg2YcmapI!lhej-hYbA9Rx7@zG z+o8eh3$(+ckfO7gb`+L#{&qvkaD7k^OKd4k5x6@gsby6mdUjMpgi$||3yiQsZ=?81 z-yvRud8cx<8k^%HcfA=nHKA(BXC2I_R)FXtO$#ePc z2oOe|hsv(`8%#2m{&SI~eAS%YdkT|TV8X~(I|Fy$I-Tl?q-AQ|?<({W3Ucn|PVcV- zP^f~IOR%1C`sOJaZPq;sXZX{Pf&FCE0*PTp<^!>!+e$a1AIJJhI))H;+lFFv~!treZ| zHdUl2AjKKUk&!&BR1riaxB}bVmX)iE7dm`AqI=MhDBOBlXMt!y`(c8}q-8(G$1_on zU;{fU!`plYO4q2ClOQZ9vcQa&ol^UdwaQ{TfAK8((&`P&Gye)~=iP7#SybGn4uz;6 z>-_LI0hEIL{akx^jYkkt6aFz|(1Qjv5b47n#cCNQ5K2zaujKW_?eh1Ut%Ep$be1xq z#qhU51wlR(2Sgb(2Ewx!z^=-h{o3$5F$@?*qEfP+PFwnl$#RJTag_B*~yB1;? z7>%HHKA5azv?skNI>B|PO1eLxDKb|>)vJ24+*rjUxl`^{II|puob)oS({N$r{M;I7-&ac{0~z-C@{m6l`AcNu*blw3HwRbD34;(7`hlCeqvhVe^bBU zCDSPBMh=B^u+ubNh8H}vpr`WD*jx2+ea%M;u@jkqyrO0ksOKxgvsfFzPcG@sARMbH z(XRX!t&>*$RU%xBN9@$f;#WDfSsY!Ym?l<>g?5L6eneDY)+sv7;p#cN&rP{^@>WPz zHnERpIw9^SIDVV9wq@W)^aLnof7b#smDiM92&|iXMlr4M=RS!0FzGBtIxF4>#n?AL zs3i2Ml*ZM0{Z;DyXG{5?i4d7CcsF4{e!hG-qha6WRou^wUc>7OX(JufBH5&`v!_*& zG>leto_n}LegsotA|hs;CX)K`vU$|Kx`I@{5*g?r)!Y^x{pw$r+h67ke{f=)_$)I4 zm4+?k;O{xaLA3XpR@OH#mO}DGJ!K>{Z5+?ovKA1;Lxbh{h07K5tIlVP_Alw5!=!3x znl8h-RpfqYt`?(L_Tti1T2HlY+)i+ISDzS9dCV%pq^%KIYZW8I%D#u8ykciE83=eU znEUigJZ=aI^upKL(Ii9_e|U{|)gX{eCoNHSmEYNM@A#9!1jwF;u(-X^{wU5Y`qU(K zT{C%i%{Y_kzc__3O{2}AcnvR$Vv%W_1B}(IiA;-+pgWf|4vCXEi6+RLZh}cBd1a71MQQx@2)pAc5r?uclPPD9%~KxkU7Z}Ku2gqZ zx#kf7dA-qiN3p)mGqSqq_)feJY52DwcZ5X3OGeug?ikDke_ff+L&O>mCubj0A{Qv? z1pqy?3YT=NE^uu$@$smU@4SCCM6J9B#k{H|dUOyWj9xc33AV2{F#!f)Oq00JKvom> zdWBT>-0-h{S*e|ygh9#oB;sgTJ zXa7$C=n)t0BBu!!em^hSDL_JwV%=6&ZKitL%WeeEXt%y2OfS61k9PkLrv58IuS+L0 z_{Myels5!C)@%M43o5eDo$)7Bahaa3l=OfVkZ@KJe^5gLtgOWSh_P*JSt|8s$G6j$ znYTSOGu_<(e#gTdq2ikCWi$(Vfv0)1+KYU~%2%S3KHqc#<$T>wd zHv1Vpp9Io7Q$H44rwDdGSB^iWY=L+_iEA7!*N%TFuPB11*eYJb@;{Wa4)CKI_-aIw z<$ui2e@NLv8yz9DnVTfm9fFP0Li$2C3?^q zZSf@v+DpdQG$eDlnsSw(xmgZ#DSHn?Jns+#A)G@QY>Sge2L1NRs|kuNqXBDT2^e7} z?8Ax1>*wAwtpJ1u`*1il!K0F<-yT2F%G%eCe_R=YNOhL@2^B#yL2%M@Q7e3yOw0J(Dlo1XAtxf9nw3BOhB9Mwy%hAN;#IMajeEmei4^Qu# ze5;oFU{~Q5qqxvh-^2-*Yf`bq&s+n!Xdg>_-a!k)+;y2*XXW&7%wOlhuP+7}vn~mt zfBM+0PbN@&F4R?e5|!l46$`?L0M_e>1Wg3QlIuxm$Oo&w^&yNB3`rArnd=Rs{WfB# zx7rS>dWg9P5Rx(Gcb5d|=d8$s3ULN*>o;GP zHrsF43_GGXv&R6ZiFj%J_oOsihbWRbe_*+;@o;<7|!1%Zo8g?g_V})IxGSBm9ek(g!Gud&eOH7W%*SZD?`lOrrah7E=^pjWj40p=60P(Iz z4$CNXAI76|sXt(#iPA-%?Rr2xf8|*u6iwYO#s*SN%s_XlId#0gTtqTlB{7Y~OisBe z4?gEV9=OtAZ@4t9;W}`K1@Y7drgf7qdf0<6qR!$K^@&cdIJZjnItl=+bzkpOUnO37 z-2eDq8gxF+UyIV5u0OQUQH-QU-`ls+-6DHDQL>V`%j60ml<8R;k96Tie@cCmhN+#4 zLsVXoN@x`Q2sP_QMy`UkNdYD3(Pz3WbuFL#Lrhl}1AtgT;B7(4l{|YRqg$VpJ*pP7 zbAouS8;%-q-B{89gz4Kcm^gR)!3hOmrhNc0iq~q+B=o(^3?&N;vUCGcDm>h4awm#r zYiBg}lN5k1eEQ_D!D>B`f0C_MCHAvAiE$a{HSyZ*O6wrcvTStxNi3yJgx^^uzkPK~Mai18e)Y}2CHY3f5*~sGZH7P=lW7rwmv_%G8ymloy}eaX zoI%tkjJr#43l>~va0~7_1os4Y0tA0?x1ht|1P$&^aCZw3U=l321`D>?{r_6~E_QFe zty9(2b?VfSo9=2k&m+&uz+0(m_z5gC+I6{u@?I>*^}XT z%*U#CZ3^fWSC10qxAtcGbf8dNginqJF#A+dC`KhAKPrv){xW-I(qWW5vp0Xe6vCYa zzX|Cv(~-ih9Z&stI-N`)j>5{Rd`EDU?Dr-aj~_-7;!ty6uwz z2I@IlFBD1!x?#(2fWias&o*=^ed6XF18BfIqEKB4gi7TZ&FDVjq9Bu(o3mP=QT z*g!K~7)2rvW&M^^B>mga<35hCZ&Q;UzZ0<@;e>6L%w3mkXKai`L@T&i0dlu!M>7V?1#qjnNN4y;ab1kSgW0NprkQ1 zK?TY(8e<{#z=tQ9*!p{r;j`^jJfS)^brThu1DYOa9!=T0jqh@Dxbwg=Gqs@SNSr4| zkl#|#y_vW8Iq*Y7V8R!MkBPs^E3IOHP5afJK4%B(;D;6ZkfgWR1IJ=m@QjXDCC+rO zAL5$f{tQS7DqkK(IaV;56W*4s?>Ksq3C$oDYYyPh_OIG)^@RN9!mAG_i}wjHkYz3p z{<&jth}A)p$+`L%0qIBuZPyttwknv#xx$;))=@t}HMsx4mPA-Az_ZJY*g+J4*M0*< zZ+aJk`Mb!kczDj3@h3CHOd=A9l79o!z>T?rwNKoT-pB zdg{P?Y7HkKb3jKWc-HG~-E||B6E9s=#ktfn2r7@ldl@8vmfL7>Q-GRd(p!ajFUqKi zze*;6OpY60u&W&S&e&uO8qo-R75&9o3DT~AyDc)g;$%M#!5*ssj?&{7^l-(0c_d&^ z?OZ%s5QfmJcg64vl*OK)#lP^;D@uE?rYi--nL^t z5@ku9h&ZjJzE*_F`{1<0gnU<%OMIbk`e0Ir1D50r;vEqfUM~x{I2d0t?j2_e_VY7!^Z9W zC0VvTbAo!+vV61av3xpE;h$eMk&+z|j~_y?O<$R=5x)3K$dKV0yDLBr!*L8FfkEKD zweQtxDveUvZ@K2aeFklsSxw`I4Psg>8qeWUjn4Ye@wiSP>_c>~ou0@?<%*~(N6-1K zs2_^$4JdT{;_M7c0h6O_B%KKgnMF_#Ow>$aIzZ#~C{${gSL7}M&X zkxdAeQ3*WCa3GO5Qh4IC^@>rcIeU)^nHhq&6+A4YR+d-Lr@ky(^}}4n`uxmYnh-X( zcnxuCU|j`~f_!V!vcY_MgQR*wo#?iC4V9ZQ_gzw5TXoyO&KwroP~-M%IysohEP0p3 zVT$COe->jP?(155H0x%v5;5q%zRI>hmv@tLGrpY?>6hkR#?eaV`=nRC>Syl?2HdCQ zAzyp3#j*yb1(^HC2vLpa^*qL(+@eNOso+!Y0!_bvZZsU#IJV<-Oe?{WPKvQ2gQ4G| z1qYIk@#>+#ZpTU|B86?lL0t=LQ;8XT12ODYh#^QMN-@@x#0-3=nyK?nlgSS>jf9P z#uq+Sis2T!L)bZXwJ5TCX-iB6Qz84s+U}_$lLDZ4ZnKEatx@$fXd$)Jm@3E-Q0~c2 zc-(jyPew$A6Wvm8TZE`9#};}5Wx;Ke&5VwZLsqIgK@?KWFcKj$*~Mz@l0S8Iw!W!hdW~fB6pczJm-1Oggbd5IUbYePSP!%?0cGe` z9?p+{`s0jVbLuM`#f{xP;$Hg3E_fckOtw==>AE$+%A#F{+xHXCc#s;Xj(pq$J^-Jn zA*lz#-p8?OHpQL+rbCLoP@mpa!_2-J#}cUxBR zn8N6$()jF>_3dXB;=_8r*S9i;!&5<;Do~d;bMiI|mU}e#xT|Id>GzroNvq_KJ3(Wn zTUQ}sQ6Z!Lj-9TDNe3+#86%J5UOtJZW69eUoS9%UN3fB=+h0mT6gZR-h7`&{Ir%fa+(SWtKv&Wd%Zq&z_hVu)vX`)` zxUutILK|0}kt&<&p1+)rao67!p&4X-zJZDCB)#0w=xcgQ%Q=(BJ?yVoic_CLPnDj% zeX`4fb+S_)M^AJ(kaaX7)l&g6rC_qSVeKvcvv;gHa4T+ma5Ijbr7I7CBg~#OIFCE8 zIgT<1Zx^AjybBZ3x2UDu;*BIVO;d1D^RK;=kE1xBd4{9tYh=YK6dZ0AbRav36MwxG zjK|ttvbsRr<(ipb51AH>n^rtui(>@2uA=*e~yAf&V90~ z$ot6HaW#yfNA-L+Cu7|ykB`gYe1-yx zLwjHJmv8E)u_U$_%uS{@Li)Q@FbAAPx%i6mouEe)ZucH zpZ`ferfpUH%6tKQk)T3@ufm0NCE+NVq^2QCaj70ItIrRX)Vj%uiO@x%U*IPZT(-tk zE=udxYN@107wymJs|nt_{4NT*+QY2fH?o@?oYKc|jb@SN{|3+wBt7D-kvUmLBsEx1 zKbC5M`S_^btIyrawTg-bl+~LVDO|E4ealS-tx6&x`oGXy*twm0_wy&AqJZEiZ@rff znhE|;{wC}{8Z@}q8ATinvMmn#tek32nO6L6wsfP1{sN&P;G=cUf>~!Lt0)J1ba6)n z1}3NVCH4>TIe9=FGu(zb*niAPGE?{;f&()KDu`k^W4?mb!sGRNsRmpR7klV%z(u2X zZO-H{Fs)OTqO)YTVmr?mvbnF1gWec0Z_1{7xVX;k9c)B3jA-~}$s!P{$lAbZ45BJ< z@uQ0VY&c%VsuQtxZQ)6I9tXEpvKO7oCV@zauhpwXxB?Sy2CXzkqS#bppBoC&hbZ5AMSMo!s!#~cPZD-j?hQ5r}(MENInch9@#+g^j_Aj`f2fMbRF^}Vlf%N5M z-!?@c=*Whg8<}vV4yAxJE(b?~*r1r2X)dw^z6X)Ady>ONB|kSZvm5?!p(4%0{P!Y0 z$wOy$&Q_>#lZ;_Myu8d`7sfGvp8EfwNQo|TT8S=lB}v%@_yh&`LBbroe5|~@tZZ03 z>aHK;EIqC1-^hvb^YRPw^7H@yCYgR{dEfB<2RiC74ibmRK@huixIvXL94hv*$3-34oF7ri%+Q;{3 zGCrT}<;5&!BfWi6?E$*vna)X!)6ZC0+VcpcayFct2qpY+NpG_z9puv{s+I=H_^I0H zFvjHfijmn;DktsJINQf^h(#g1#NiV%d+iaZH6Qj$c$H!%Ibhh5S7=b_Pp;Md6b4r^ zcyC2kC^*rn8iT+7}3a!-_16yGHW2^d^ z^yL=K*Dj4-`h&`$#CZhK=mKcCu_@KRAxn8W7S!jH9CnE0XcCP+$j3hv1`*v|l<7ls zukuZKXAPb#n+Kk!pogzU*2uXD@F*SMFwQCM*tA0i znH41v81ND!^k`izrYOs(`-gOnDqp1iHKAnVT)?ax7>`~osBv$eV`{sxka6|N-xDh8 z_Ykg(WbNP{*6FA7ZJOQbt@C)_@Yni$HMD{tCQ{)P0RzBImR`nq^G+4L=?0@j@YRj9 zne+zNB{{2B9_woFwqwwHCC0Whw41j!h;A-AM3#(B#<8g`-~e zNnkZeMP@7^wILs;87mxYp0%$oH4A2soFDgMq)G3m67V?ynl;{fq#xG7c9d> z?Zb!mj}r~(Lb|b&!$uE$4Q?di!N zrvYQUhf5EYta|Kwulyj506 zYAz)daL4&;+g-D}Wexk8-*cP(`4@584@ZRvN4M5}J;UM$h1!efWRoa6|Fr|tMm+1O zZJt8lodkTe)GlO=PBVV}v)M;`zhz9t*Ou}dwZCfPn+N4U4fJftcht^ah>q6ItjBs@ zX>XZ_A5gTT*F6DwdTfcIo(O-EIv94v(<$Fc+QdAC=Np& zrqE@c*2+oY$~FSoe7&<}lv&d#`bYKdqJKWB!Ky&q!}Uh)epasfPUqfz7*Z0vh6qeC&)U+)N_tlI~`Bmf56>US&WK6@?+#oW8 z^GPKdTI_l#Tqb08(-y|`u)L1Mo>nhqxV2$m4*2#7ghaS(tSC! zAthloTzxfuYPHKCt&zdFE|zPR<{>-KR_d9mS(5t~r_Y!4^SsBPb6|w-8_K}g#jl42 zAwslOw%eEA2=VWY6tqoD^9LQWy%qZ;etjiJ$r z%(EJ^AOyxFzq9m3i`PLAhNd~6+wX!7d9YDp(}4dX5rr_1SHs^ zj-qyR_NC&O>(g7SN0vZC@(r8f@CJ_#P8YI!9|OHB_vbLKOTf}MHOaC%;tL#gM2HSw z!>k9L+Wa;$HpQ#l?F8`PTjGg~P3<<&SPjtqce$OrlkM%>6K6^X4-)?CNqustEUW_d zR(??OHe7K0t~|-VeUGtl=2bt*HU>UG&1azEiKX^H-g%|OCjZV-Ba5U}#Ekl_HD0fr zoq@n~CE;G;Baj&Air5UX=@It7`13~q(Ykeui4t1;DhVa^EULm=!nnn0jSX4S-}mx( zgJN~(Yz$ZTBPvh@z3EoS{eH^TXX$Lay5Vwkzk9&JdmIS2Uh2YhpnXoTtZcHCtu=f& zMi}4c^GB2a!<;rJM6hLhTy)CQLNaS0E4F(Dh>_0T19vq=f3-k zWJPHyGKPxE$FWlJ`AAY3_R_X$I|EGo_757xJq#Jai@M2m$kc0Lk` zYSo)|z{%FvJ2Y0k-CM7{AA24*n)OiUzY@o~Lfo5Ot1q51L7yao^e-Y&6X3*=<~N-O z7oFM_aNomQ#tc{Rp?%b5(;j?n%4&t}$^10m+{~800_Yb-I={wh)_pCu- zHS%RGRcjRpU83EhlD*#(ZYA!`1W9mDE1x>`V}LPLmz=i0FLAW?^yjSzwZ9yB^p%wUMKNTRswj16E!u>aIe_I3Yo84ekk8XZO?SX2tt?C&G^B0 z4TcO1k->~0@^^^`?n%Yh^I%BW6CcITbc(^wMg(dD! zu2=hxHf!zFZscTH(o`xrM+f&MNAUeA2q((NahDZWw>Zlbi6;6 ztichy()gWAlB+c<>g3s4J9Rc{RYV=yAC~&LEvsL_i!$J*)i;?`G$k^|73#SkfUl`5 zMUWNKvKul~=iILS{T;!7z(P6-pVEl}{&{n~rzsKr%sr@}Ria|pD$iEmsZ%X-Ux& z?sPB4-u?h8)qFqZG`Ejv*tHS(FC2>S+051tqCMmWpGqm`itraMvN9AxaEJBvMiT4zby zdxey(^mj&)=)8eiZ`C#>V`x2NC@w{Q9Yn!ODiP?L?Ad1>o#I=Cd8ZGi!Xz{&C-7J$ z*t1m}d;SuB(@f3?u%LCDxK_>#1H{#zTpMqBqo)16#iFg2qmUO~5P5_@Fr|JbCeDNq z=e^evmIup8^YP2bD<~)kC0Cr)`efdC~6DXDzj z$Q!G87RoR#a-89EHb1PLz{HmTsc*SryVHTw6wt8`{8_1j3$xP^zPxZ7{t`5Pmeh*L z{gySnSz03*{nV*eW%Q1Z-_R`7OZTsFAdGf){OUk!nG|+m?}xP~1q{$SPLl3WZfS;3>MUgX?=N?w>m z`0R3Dpl`;TGszIJZjO_u&UJ!sMv5%6-jKhJbs=UJ(f%5hb!i@5wHa#vH*xeJH+%Vo z@Fa*?)RQpRv$V9*Y}E6N%`cDJkLT5rvm6|7m;+MCbvPqiUJX#ief~1Ee{Xe+$M-DG zcVWnP@S1NIhtI14dc(sP7zS?QOt` zV|`ZCl6&=`6oK#N?()P?3)x_Ao8zt5`1q0 z{EKPeA$p}`-sU#TYKCWs@v8&v5#tSetFKAitoYcG3d}MQOGrDu;h+HeuTwvmU;d)EiP3=kbwbO$W z(Gp!uPlrVdT%hQMfv>Kcyh#RU&ZOAq8b||W;$sKf5 zn|rQmg6Y5o>8ZqKb+f? zBjZV*Q_47}az^gKbaUBv-5Zf7sL*KbY=fSAZ%`kHOsdWJF&X=Uk&B=+mZQfg-|@zy zq*;HRsfLnu+2arFcCdLZ^QPlr2v@vMw50h+KNi=2Fu|lQAtw;v@^x9}Zfvz<`|+bm z>Ua-`{i`{+tY`H@$VyDpD@m`a`xd%VfoplTP?q#GWw^!QY|t48S_#w={~NsWLr(np z!fV3^Y3~yF!viK zQ8dHy&{sP&Vmt`U#ovVwoqr1CU3;%S|Bc&vIB1PueYdoaMzf@%ADrXQq@G@?{ma^Z z9HxMOrU7{msrwKJgF*ZA@XIPH*aF&F)Th+uE^+N0Tw(=Xlp)xVrkP?k+t|dw2TCq= zcX=X#Mo$II=&%OA|!2gZWf1(ZWf6h{T_CHa8|4irqyYG4N z{~*ABRQ*5I0RJJQ|0Vpi&?@|o>cuPQ@iU&ikzGTrS$e5Fi~mj>xE}BI5q-n|G;Fm$ zGNlJ)@>>)lg2NTG5F)fthP04Mw9t075Yv+*hG$V=G9WuVu3)-e&Tl=ddTv-vXhGsY zqjMpRE~3=ZDjth}S{myqcl7S=B&qt4*H#8yeb*H~m)o~Trf4wttx#s6A zXE#24Gs+Aq*j{q*-B_cgR{9feHcRyvx_*y5|Gx5cU+uz^cf8ySu0B5!=x#{T2-47P?f_KhDI8vnouo4 ztCQN92MUf*yYZ(|j=|>I6Qttu-NR*XP`hbu=|3LR&n&IZA3HuC3gRkcuTS&L1E#~h z2IS~v*&Q1K2faQ}1ma&fP?S_ltQ<_pHAX(4SCR<_?b7%2j**;|%Cilxq*g*rPT~i& zxU%KwGO>Qzi};Z0t+$Tu$v^UFc=E)U^3G7juj0J6m<7H*K;Z zD_QEf;m#yZ^koU*;+xg4CjU#;uk)Zrbw~f~>OD)-%JI<27sT|~?glJtmk%F3J*+LA Y|LZI>i$0GCTUY=D#$slc*HpmzFZtsp#sB~S diff --git a/main.synctex.gz b/main.synctex.gz index 74504f574da1945cb3f516b6f136f8c0300eadc4..df28b2d053b175b7c022b4db7997454b704fab70 100644 GIT binary patch delta 32705 zcmV*6Ky$zS<_3rJ27t5y<2Zj>aw`j#^ZOSM*n=bB6~MlUUrFRx0%BGp0g3$gvPE~& z=``{jsj^UUuN2y}hK-X(BWaCiU$mPJVERp*F~tgVm81p<3J!+5v4|oN&HN#LcUB7p zVKI$+h5+XgT#?=!@qQ)yN!7C*yGv06RsdJj)wP67s&QHN1I*zRD_MVNiF`APm1qpI z5{zb5*#Bo%LsE`hNRQ+@rcU}7=y$~rF z4sa7i{VFzVfr_I3E`CBqQNLL{QPe5;r%}{r+;5|(e~WlWQU4L=j-vj;`!0(5GDYOX zOiG&X^l{vu@exl0`;rOd;c`grhY8v5?wOu{MVBEu0X2W0J$SGa35Uh-DE}PFdo?6Z zz&B;z85`KsAMhXxr0;UeXxBl;s{)Q>YwL3JR#KnA5+BOD(|54)k>nH?S9XphtbSJ> zEuPM6HO`e1*@5=ekb94;Q;Li$Pn%AkVg(O&5s!!%6uZbw@T2^fYzeZ14>DfCiF3G; zrOXpbeUpEML6(UVQ0w~PRe5KJ>!4e|;4>B_%fb!Im*RcLX6N$$OO-3|Eay^1R!IxH zANj&_Z}o&~ehpzutVQGP%FYwKgur13c6~Qk$(HhQDKN>P7Ma+TA7oIBL^FyFsD~ zi012`F>s}4FcGNbb;(q>QeByZVm|a^1rK&|ejzyH+GJJUs}c37WrkR)>FkJoTBBEF zaz17aoLaYlA9l$S?@^VD;Lqe;Ut7JF_v+hm%q|}}4R)BldHp3g<^;m%96DReb%F6B zYY%@#4#js%)}D(*X)Z>S)s_|hM8}>xK_s4YB$R@_+ckU$e5naey!z%WXo=U z)Z~rbAxLw_d&=)etzQ1efOHZ3T0fieRk80K+lcHcyNj(qs*QL4)*HKz97)qa?o5b} zU&eULUhJ7Gov0UAG7f~5S7x=_df-KfI?h@%Q86N-qrn4lLsXiFkerD`J)B$6%Bz3L z_{aXhjd<>I>iKI=HC>C9<~!sJZb}PJi(#HfmZynwAa+;0+zoiJ!*E-^{wV*9a`yY6 zs&Va=bvt~exf|hhsm70Vcupk8i7XakLpep3J3^z?<-@2B~$1ZDt@<1%x{URtW*IQ}E zAuE|Ioj@A#16d|yUs{F`U!k_y?1#{{U?ju^dk>XGwG>ekoMKlq+RXk#a+Z&BE)1#_ z-pEol{?rOj)H3f>D`eHS}rV2&@Wc!8CJLQt%}PON07jx9AZ(R1q6segbc{DS!z?f-t? z2~ButkeB0TL%i;|ejk^8J^>hi4ix_{SlvVOe?me2spQK;ArP6k<-cWp+1qB~Mc@bm z7VJY{EzwhDRHGE%D`-P-=H!}hWcfd5beK6mBVJSIXS{pv>=3t;=kx!1EH-K*=!v|r zb;D->kaH$(ExbSsSVWK#??$|};nH5rNNHgo=KTZ6nE^%r0X!YsfR0puUk3m_Bckmw zN#7ITSjmx-=#yqMlm0s4KPe0wSOk2`Q$2lT68`FSGcv-?a!S;I=uJ!Hw>EhN{30T_ z9Ah@yD9?qF+!ov6<)t)}TX3ym1&{?1i?(%8{w@ArC;WDE|7<_)m9rT9ivZTy^yV1v(@TBM3_gw*zC^-{gu*w9_h#Lyg{6s6!fR<<{Ma7CN zi>2nID6p?EIOl2r+Pg`bl_l%D+fdkM0kH#M)ev{AN+D*W2JmT8nJE6ypMwB*w#M-} zyys$}iMkZJDquzDB`)%VPI_U{b)JzS@u-}=Izq2#0tEbKcsDGRx@)mq8Lp#E06a5kK-b8=I>zn8X@!L&w#n)o}VZ@g`(rxyr zb(j^)X^(o1^RbeDf6eKK-l$EgSEM$n4p5tv0`$FTZSxBFhntih-?3M$HLL*M1Rd7! z1Pb)#xJP}DuC}O-{>>IOI9jeT{HXy0UG%49?Lfap;!7S^PEP4p?H){_pDxUPM7(dze#GlnW*fw<#`a^!HVdmf27u$s{e2kgdxm}UVa?Q% z8lKy`Om4^gtwn{P_lUn8{c1@46%!c?rt;r+IYF*DkaqU2;yv2QGESi-D0T$akd`TS z1^Xh>(!bb+e@=!;9fsH|8F9NKdE57`AeweaPPbkZQaQRhf2xniF5)j}LK!3Su^(%U zGQ>6Lmg1nn?xc^$#9V11MoQkdR19OoC)VP5(>_mO&cp=UX5;JCnRj0F}jT; zDm5`~0Nl3`Q){gXS!*yCIkZsWc-DXt0$HEmpL7fO-2pjxIR$SU4_qXHO{VIqxFS(2 zpaBZ;`SvTIHn(3Kd%Pm#phgm^Q&T)?#oPoR0PIqn-vB%}IWFm{c>5=4#Ho#dW{Rp zEQ1ZQ1fOh`kh%YT(QqKMZj+2GOj&L%uXy7QPf3LFPn{&b{;@HyS(LvWw(87*-{KgdF z=KvoZt0B_U^cB7oAYvVyw+|Z)QKWHb-{V5O4@wpPU1IpTXPA0(G~jm!h#u19!F~Xo zYgr7}Nz^tX_yK_DapE8lbCwp>E|0nkKu2!}5rTdugR#$3em80;kqdsrdfaJzY;VGb zk7zueB*QD8+`_eJ{Bk9(ROR(rFN%*Wf2d64w-sN`-*|>=0uI-X=tPRbHFN(RMZr9C zLm{%aw5haG5Xqprs3|hnNp3@t16g@C6tZeengMNccunzI03?A7WcXM)0wC+XY6JE+ z&ec~{pA+Ek4j`f2mQ`T`-B6Gxp73Rg!V=Oqt{*Z%#{^|1c)bz)D}p}{1pj|vk5tpx+EqA^4-&0YVO!`^eI>6>xqj1e*h*pZWhWYN#aMOI6pf0={|l z{uk(fozNFOrlDk!FpEpU1Tre=P3fqjy73vZa-21$Tg~mPk&} z0r*2#F_!M`(SQ5m&hA+s%<0j)RU#X%^y^vGzt`Fq!g<9$INKHbHPGsnq5dCD(L!vz z`kJDDJSxZo)@y15dfv8cRS31y?m=B&9tp<}3bRHq+XKQLQ$KBk*xz>t;_GR9i*bJ1 z=E$MYPiK=K5tpa!A5SM6#N*TUw;kIopZYv)j}Q0vVSlV&Puu&C@wB8_iS>h0z_%>w zr|l<_D(F$xWJP}7=q=uhF~4Gnr1E^&IMF_@OHRO|fZ3FTBFi~j%ux?y6_f1f6&Wk7 zRHw*3d+=aaD&Y^G^3NzQ*R{mE8p5m)c>Y~aFr6QdIKq zQT4s{v&mP=6!$Uo~g>anZ{J zo2n97(8Zc-XEYYPCiH}*Kx7;U$vQ$*XVpdp7!;V>gsiIySP0mx=IiGG9~_aNB^V7z zEj-w!aSG7ekV3}4d_NysXk6KnV$p=TS@o=h&$q;ufvh`g8=FSvgZ^ZmNNG(e*ne~M zM7d4XX+qhta!l*AdTQj6#H3Zw07$$m=VOi1ewV%e0HWbWQ^F3=h5cI93fS%f#159Z z_Jda2-{3oXuY+Vc#O!?7_#CcGoPaShEEBkwi|Q8%-@3AEuK(Oiyx5JdlGVzQQ}9hk zCdHUVKHG^9L%>_F;f7lP(lJfQMSo7MhYsL~Z14(MTMB?jRVk<3%Y=LG1zAv9zR;W!MHJZp2K2O#qxs5v?#ou3D8 z86O4j97SNuBA%KuC={SqWwRyT%Bk_#48=IX2O;5JNmFqmlnpi4>@*?q+ke|bz;2$l zch*RN58b&$U|F%pSP5l*l6++9d@Q6J?Sv#Xuo!x1!deR1G}jv2 za0d;)IEEJSzcfAL^?`PP-yI;5GABJ3I!Dq%`m&BnKo|z!ZV(S`T;YSG=)L4~)PNxq z*TyS=(xrPFc2cxp;%&7qy?;p2JC|ff@BNI16zXwi6LLts(IU#CH&KxZFJlNn@gj?z ztjO@R8}fy$q?pL)dZ^8ktqRlRmCl;d@}wRKEl274!28&0z@T7qqCl=yiCpm{7o4if zu8gi(4yi5#O(+e=%3&c4gOGDulLc!V6<|=bJ3&2+9rY_Z@)1>9Q@`9CSAop!X&d-@>hv>G`;oXy|#J70nx* zyb*_45z(VX;i+L6hKPF|SsR_=NL(w~?Th00Ilu=;pDIb7mw|l&?t$Grsy4*n3B_2{ zkVXQ$l9qIx-8;ab;D4592J{XR*{ofD^$tch;5-OLhG1>0ITB0(*G2^>#Hp$q0JqsV zQK&XlnOdX>U1#qgB!XSkUq|M&h{JmPItt!7%1)FyM5_Vx_`p^rZ~$OB?pL`O2S*-l z{3Im?p)J^|*VCM20udZuw~^6}eghc0z*^M`*lrKiamDzZSASHyI&Mih@<8u(#A0PL zb`u-ilg2P4qDqGce2r_;<$vGhG9ie(^{z(BQRn>^5CX*yj)dW(Zc6KYcv#X+HHnFypw-bY%N8xh<{O$nR zS^`Sl>obgw@_zuqjMapmbl_ZqFW>KTfDeu#nnYx4)kX#ARRwOhg4s`%7TkbHZJXgp z9=k)MIi^Ieg>>w7aX3gNO(>_6NRF3NQ`o#>&>tELM-gRfje`(Bd7(|J58MreV)Zz3 zM^$mNU#sF}UM6cjR+Tv1Y(6Q1SX%LX09m^j8h1hr?tjUSvJhr0?MaO1mT7!1vP}I2 zmkCYi2u@$}zNwj5u`wjKE`ZFvfhmOe(||6y)~Z&(PNaDwpiq9)czag$8@*SakR>D- zU(2~tEK~X2ro=6(h`>=T!Gr7QeGUbGI>nAFnQU}}*dlA|DgPYGJ3jrI%kO3-mZ+S?OqOiATv`@74vH1+@=zbb zoyiPl zGG}*y-hV+)l7w|+o*~8KoOu44FnS+dJ$?(37e3^;X^H}L3W9>i&1ZKB$M-tTX>OzY zZb--iOnx?V+U0fmtm8rw z=)*YrmLh$f)0O}OIkoG(9ieUM$79RG{Oa5mFn=f_#j>S{D$ zAPd1HTjwtayj#twHY&iN==;c8)e6{dFph{G@h6j$ZbH}5TV6D4#{I}BzZ=B`ug|)? zkZ05B@=9F)s`=N@k`g@SpF{c02bt|nDT+V?*2jb~5+qN?B;{(u2BVK+kYlHKD(o;N(P5G5TE&ftn9UQUp%CHXyP~GY|#4}DqKxM=zSNxzg^dhbiShRc7N<< zwmz_ZxbKCpHaXb@>VQro(*ZS?7IX#6`TXBl!QM8^{a@!R1kvLg+| z*YKzs3AfmXXSy!97>QCA+`w*QH2PfSbNRaT`L_9AFw~5^y>!|_3O17=RxhMLM~u^J zQpSO#b9zn2mQQ`dD&hzioL-YF;C~lZMGW3vUjAeJzfSmiRYrUSN}N~*GE=%^6FPq2 ziPpJ+f3M4XZuY?<^KCoG-{=pYYC}6f%IFhX`Z%AGNKMD2xe=#tmppbu`C;A%oPZg{ zOn|{GMaj# z5Zqgtt_(9c?t@C(E5N*h3j5 zfbsaK&S_PRKz+o$RkGaiJR)^!Rv3Pyv|)we0v^_@kQYG3%ALI)6{(&E+_exYO&(l` zQ_mb`+G@`Um-j?0dY2+JFgeI|&pgqo^M8hwcNR|q&B_;&;ci%=w7w`htH?dqX76;7 z&ydRl_#XVl=c4Kp!bT$RmR$)anhcTpI58glaLKZCA%|_o~jY_9?`a=U$w*$ zjBJ$uzRO7ji0;_g^Es>UWTMoOsee?l%NzwaJJB`$=Y1AK6l^JK)9Z2&$4zgz+BtAoR4jY9N>M{9EZf6IXb5SfLwt#W-pl3FdBa}c z%kSRs97isPiGA_?>MQ-qWa_LzkrjMR?Ly{EC#y6$hIcD$YN5dK#edNN%Oj=L6>(7z zaCkm6(8?qu=&9yNFmeL#DnRhYwqyEQ73q;9YRI7~!UFqfG+`9|r`<#BM*|%_+q@yn zJUNwmtg(`9ZuXEqx`O0mVIF<4ECbN5hdg%!}rmPe!P+iw&AveB;&ONQro%puFVa+`%$;_hz)5DgFe z76ri8R?au74N^$hsB&xrFGt1dbtA&piqd{uH$#U~O@Ha4?Zt7{p$5mD%(KMzDnIH_ z24~s_y|-GbNMuNO*f?I!dfT{|amFlU71awTl!fe;|MeGf()~=<%Zq%$q{|Bry=7D0 zOagWFm22;6_pQeA3S&ED>q6I3l^JC9fv`>XP&A=8&Ef4x=(!CG`^M{AaV`9 zeh~no{eL;XRyD>JBQWxLYL2o>y(t@xS+t~34;#_!ZTqNO=yC5fFmE6+W~Oou$zg%RaWpR zo~j}(H>X(5(MJw+8vyzJqSIfF>o3lXr+-N&=TI5wq(1$o)C#y?a~L^6g@cwTFsFFY%=sGj^2ng#HVB>^uOpLDt}TM=7NfWMiBBI=yY+EX)|VKs^i*CB6-RVZA`tId_{t2t5;pG;uTFRo z>V@oVPx*~6npx(id6fUrDQrvo=dvOp+yLezst!?>Y)eM00Hs}eM9r#5dDE>|3c{#} zCZs7U?$MmR7Ydn+GJ2@vD}d;)?SII$u;Q{j;3uajLgsBhYe1Csj?JwCl!X2}wd(i% zImQg=A1=uO$ay=y*NSjYktv0N9NR=UYB}JK+qw56QCUa7nh<}hZ^5%XbE4CDpIuEj5E-m7LVr5r}@>u-Bu5>a>E^*P{6hHhQjelrSilOYn zq6nb>?Hky<`ARXG5CKx>aa{s1(B->tHFtF{c>X*k$)KYt13b=PK9>QxUbQpxe-I-O_+9sBS4>PuSL9DZs=Sx zUki?I$UkxV>UDbJ1LnalYoE6N9E7JqrF%lR> z7E9;dJa=;^;Lh*riA~{+Y0)P1JYm&Xww_xE5mBoFqny`|! z^;s17Vn?|s*Vy{>@~@>_1Zk0j>0VZp77H)SnYQC~QBhiOY2^0c{5h0&{DA5ARQ|h{ zvq#5g5Jh+Fv1|cz9bJ7@WTFo+x3*(n+SxhFAx*WSa@7#5Vpj|IY2`G$3%IkBqXs5? zaUI@K{(r;pvTcYa?Dgk_SQ|uM5GyFj<3~( zLbm$-ly9LpM4D!&$f(7K{iH9=cDeXILHTOlVvEJd?o*G=5k@&Lr?^1e5%)qgMLy93GPhw^OzW+Wo^wP|2q71v*K zZpW~C6#u@8lL?uJh{4;4c6ZN11?{|&oNTO3qxfqnc37>u{c;dAS)2s+ztQ??sB*-S zJ=#CDefGt7%jL9#S?}8Nn^$`ih;b!qd4*);_C%u76Fao5RMxbN=JrJ9YU09u9VRaJ zB7e7pD?9u(oHr+SnIMfuw?Y&cRX*?|VTaYHAxKdb`8B#1M9;mawQIpNFhL253_}Ciz7B(lrCyRfM3Lc!$9vSC ztobkH@cstgXtF6QfhVm9ar2TQ^W5Kwrhl^gbQ|zsCu3rfNvb?oEHhu9^i}@N3T$|o zE@d-)%-&F%5}&!(9LlqKz_N|APj|2!Uc&vZ+`w|IO4g|E2SZjMbK=T1lAR{@!jGBcw$iB%t>XYOAR9mB1A@b{`2m+J6YU z(3udUIJn+iX*&k^D^WEBLbL}WlAYpE+llUC%XMJ1c4bB+P=X!2xs7jOu|<;oNt4y+ zS)EHGK6~(B=N!S2o>qLV<-umr@lKys#0Afwwc|aX))ESZ;GCWF=TP1|K(>X(X*-JO zuLUE{l}xm2>_$&yxRKv-=+pWsRC%w4<=-tFd%e9A@o!l;Jg(b_AEfGloQ;T;{B%Int6M(?EZu3|hbvj-I@shl zS$fDsdgW<3ey!!-_e17&iy|}iTRG*kKSUY@wzi_-_fVD4e}20!d7 z>XPcfQ~pB-uyxHL>JQ#&^04!V*p<-45~?Hp_MAGTIrkZXC+d)1k%R<|j?O&CV`pLaRt zi&f(nS>A4HP9G^%-tl8}Nu=T^|60pAPKSf~B6u02>@e`28B$Y3hJUJ-W9-6#X>E!8 zmPV4Oc_Ba<mPx;QQ8-)`th5x%rQ}1abiEC`xGg z23408pi@LlmUgWoTz@*z$rOb&sq%cG0J6Gdm9G=VHH9OEvQ8KPvMGwXp#Ufcjtl+) zSas^Lyj$EwYtmKO2BV9H{D=mJBG}^jZ$$&w)jnwS>&E@>3mOuhlx0A#7D_qBk*Um; zly6i^D{%iB-EspkT-SF0J9pL&jCI-`sPOKH6R#^ht~4pUx4qv zd~?$>vVqse&{v9v9OL`Cp;k8+A+a+&-fi+P?TJ=U)Mr&+$MH}nZCDZVN*X!3wg5{ zAa1-}s{2(GucSkzR7L3dm_DzBqu+!ZB^kErgBP{aXMdyn;0Xm|>pEv2jzi9_ge&0D z&L$D;L8c;O))I@<+G8{h8t9~3F3069le-7n0pTKJvL)**0)^bei zirot~!ISSIpL5`KxmIvC5tYiR7RKt^v)tMe5r2!G)TAqZ!q6;e{EWq4a;oJ|`S&f) zF&Lcxrj~y?B+KSk9?rk-4>-PU|0Is*op49H-C^8cKTHxxlvu)2fA{r+*XYmJCkgZ& zQMf}}3$NtRNyPS4i6d2HCnI)f$`81gV;5@5rd%{9krk@E5?k9>Ref_6uVJY^b~40H zz<+vUrQ(w-o^3Xpg;@Y6Vat$>!G zl1H44aA=5Jao02uZ!NWfN-j8DjOI?tB=BsFA?MG4J92OP!5Yu;8aE$Fwi2!(kBmjs za{43`7= z+;}VIsVkuu%`QfFlrP>%DGnrSQ%F+n@cVpoBvY%19it@H-MJ0?;uszS$M;yzfN#e- zJeH5^SWl7M-ebK3{JuAr6)<$)dFLsdlzBEj>%IZ|vSM*k?&y82^p#`f>#zCnX{jDvpHTC8LuD$cn?aKvk7-psH(C*CWjiJ~$SF z-_CR3O95J5RKFK0?Hn&!JM!vA>_Vl*ZnH6`b=fp$9obd<)ZBU70bX*hM#DSfN~TpV zPuA{`^EibG@HqkQs=P5W)_;B#7ULrkb2iTKLD(FLT{=xYZW~H=8^Z3!f2y&^Em=GF zNZc34tN~k5EMq3;)ADRMSrEREs}K7 zb;xH)1oqUdst7(CGzCxPp$1LCy(`Hm6a@yiH9Jj_M9V9ArD%5?M9y9*aK%7(Lt9z_ zvTKuANVDQ?GHfWEAsk!U0C4RzL9>!A-IR7nevR%9&{<))nr2pC3LtaK=2Gy2f3rsx;Pb00avVA*);E$unX$J@;)Jp69=kbzPp3 zAY9I%7t0O8EefOIpqM^t%z0MRM2EygIfq1*K%n(kza$F>Hog)txe$`1d4SWTj z3Nuk3itr%^XTe%m2E?@NWO%9}|5LBDpr*z!kf%{wE0tMqTAmfz@cmt7Z@RFlEfd^@ zJ9v!p7I4fGuz!fl7d&32g@c}5z!o>~ZnvaAZz$RQXvsakor;@truHcRTFVQ*!TXo& zh{>OoiC)7%yj7S6;&wVsb+&0%$Z<_Vmjw{7#8oZo@Y+gF7o`2z0PsH!R@Y$(No^O3 z(A-_P1T3n@6X1s~69Ty9q<*^GYZZx5F^W??lT&66HGk+1ASehDqB`J7IZ!sNqy{c! zH7k*khN!QK6|n)0+pr3;rg_y3R@i`W#8Rvx^2b+Muh>tqk*I=$9xRhK8g_g$8cDPO?V%`)bCwLP@2 zJ;NN-x7_4Q2jn-$`K&r1%mbEnnw7&NCuZG&6@P#&MQw&OGC7?4ZxYJJ@Nd!oI-$R_ zMl}>GikuA9gObSgcWl5wXW=H>(eH$Nwk04M14Vug-$wnye%K5^%a9wl*(w@h5j7&& zfjFM*T(&mMu2lsLzNizUHNm+-#3w}ac%08fzj`WhUB&zmgR{Tdwl1nKB z(^RunOWM@?Eh7?YkYZ^gB3;5k)*HP*iLOJ=05x(C;0Jk8jBWArw1~vDioB!xLl)k_ zve6$BV?bURDUQP!CTR1Ukj>N?0EO@GGARYZD2l!l^py9w}pm*um_>I-2bBFQ3~ z$xXEO46hp!Z>bJ=i}Un4sbPg9y>S~>a_kQwZ&=AH7kzdDjJY(@vy7#8&gSwj(0j!_ zn~Q2uKRHb;>S8H9uId<%<5u(CoxY&=$Wk5sl0Ej99DvznCN@U2%3HR|;R1~@J%8X{ zo(V2*b$KDX9Qw^tO%>4?d^}adnK3rexzJfdL{VFhgk)eRT#zDciRJRKV`$HEKJ}W= zlL?ApKM)48GTBX2$rPBQZtCX%9~_h6nqz9pmjbw)ONskM1tJdj>|Zxxmm`44g|QnT zvQD)mR=v5?rEi1hAmUiVJLBBq(tj4+9YPEfZ)pHNCqS<%SHpA4GIFtVbe#Fx!E33? zkrVYbq&G)CV2D|(VW`>UY)@Zb!3RfK=A`*jUw;DJ zUw^B;fQVH*;_><|dx0+_WHsbG>cfV>9F;SqC-bjm1jSVswy`KeI%rI)*OfAUpcOT?Uq2ws!)GAuYUv{Y4d~LD;F_>RhcU1 zLX=eTqx^0Y-XiUhVpNNE;yW2}$jSunWT}LJ#pZ#mU_KtBY6T9B(dcr_TTRn9mwHHH zhn3E$BAk~@Fi8`-PzvEsPK0FDd<|45^evFJ9+A%hJ~#$acDSi2UkX5i>Uhw2E(2Om zV&{(dNDO@GDu3Y|RC6Qw(%jVC`IrJ+{x^TY*D=MnfWN-2-L*T3p!FymR#Cgr}veR_Yp!zz6rx16gfid zaZTu3`d@Rb(G&OAZJJ6%=62#b5JnMC#cY}?$55^s_kZ(o10NhkBlGR);x!*%fO|e} zcWMwzkc~CZ^KsNFn098~o13wIV+T9*vl(~fq6rH(OvxSzWtYmut~aqytKfs9YsqHQvNW1$tZXxBl|}$$QwrfAjj*C6u0&YH_GHhhIIe*0 zUea>Y=YRB_5fyuhe6KR0_c|ihlkE7NP2)Nii5&Dpdu8ince#8dvPLR)qLRu^Ru*=# zlT}OT(6W$4O*RXMX5JJ-Q<)YznbQH&+I{nzF_U}&<20ctg`|Bu5|S3S+O#38Sc}j(%zi7Ma$q-+!QmV;91(euS3#*I@N>;^+vs;d4}k zPCmA*Ky&JxtOISpW+Eg?mDgXMwS+a?Ll|Vf_tn;d zv!k3FHEK=mY|?uLh+rzNZaP=1ZPDouqvDB4|?FvMR$DCvYd@>Y9u|Q){s$ z?qnj?9iA<`^zR-W_~! ztjH~9eFuCgfb_z+gSH4FZWJh@H)7WoIe)UtYAsxkbmpHE;CBa*SG}6k$T*Td5e`Wa z@=S%r7sn`EZpGIA}RxVu#Tm1FiKd`|nO5Klbgt`{}ON=oSH z{sG6yfnY~CIS@2(&9dKWzW6X@@-eTo=I;)#1pHlBOuo{y`FdC~1TYUo71|KCn}4>T z2|ow;;7EwaG%eC=p1uIz&C?d?+>mNk%~OmYWnLMZmwCDa42mxO)()AQeUMT5_djv450VxmHx#n;!w4mYM*NJv?SjLEa(M3`G&K``!Vv zBbEJzRTdqbTW(E(!-CrY3UJX{%k1lhqXIEMStUT8sLp5 zNvEy@i`4jH)s}hP0RFxK7EAaX9>A9Z$h?qWzj7qJY&SDB4+r8o%P!FoZ#xP=Epn|3 zx>kpWeF#ej0Pv1lH_cfAErqOn=S8smOZ2}^=!@YPD4bEJX-EPY?pO}>-`Kndrfhu2 z9w-0bH=<`w+6hq(E~Px9OMm((L}7`yeb~c>NIoMrfE)4N+yQZ_%{D&F+laKVaMd;G^#Zh51+pIe1n8_VIU&}DVkL9J z6W2+zs`+a0+OrkVtdDFn-jtc*$xSGlSNYfYf1U8(YZeq7%C*uk$&rk7?0=Ynln`-@qZgrG>jNKzpglczZJtr*->ou^Q(;Zdu>ZLbgf9NX>%*X#2bMd+W`HDa9N^ zJLYY@`2u-DGPR6SqQqSeLd{0rjQT_czT_1b39fk`%aW<1<9|iIBl4_Yg5ht;xnBItw{oQtK zJOWt0ghMx-`ic=-u>)}!mjcXK_nD1I$h=%JLhFZp06&PXoPA5ZyAfUFsW!V>OD^rs zPzjx2iY>r5|E?d<$K85U^D}`O&IvAkbKFf-yNMq%`-Z2rOlWe zgpBpPEDcHdr2w*rnX)%?NG)Itag^ggyv;!x$P*L9tAEP>(7pLb(pC-}sYNOQH9yM0 zSf%X*_+HxbFh>%ugS4Gmyp^`2&qzq8_i3EZF-Oo-P?RNd9qZW~5)Vm5&&>z${rVOW zCc2PMoAvGR7)mwhcE-|taCJMAX$88Sq8+yA&Wcqc)ooq@P*j50c+E;?R+I^$S;@#H z=T`vM5OQX1lW%`z#bYt<;{!0J)-b<*t<}A?_P;>CD<0O`Yl|K=_-WDDE#h-S6G@>S zzBh=Azk(wtY#HcRxolK2sjHvL|Gdj_9<)>W=TP4HRAW%XNBP%UF1wa2+5OxL-2BLf znFd~;dM(&XB^lz{5>@{D9+)w1ePmn?1eCZZ!3N_V)%<@1$RpyV6T$IaM75MO`gB+j zjnK7R2LpPwuvzZJcG=Xa2o-;)J5QuZHSL{aC8Gt{EWgQICrhN?^bfd~lSYitDl5B^ z1BOATR#=XYC7XpVx3CGOvVM1j$X%1r#g>NTD_IaxuYcw^T^jEQ=V8v5eSL@CG>c4#g%aM!8M1l2|fT)n<0P2k>ZHo2O+3WO(AMK0lMCVWkWdK z9|O-=nY(qOaREp;sH!=7LugR-fhIyZ4)b=bINBD{c?aNuWS*M6DrqWy0Q+%l`Q-4} zUOxbUVxx%%0XJoQQ-mvEJW0%=Ib*RN%Xd!_f-Y@KX+rOH#84ukLI)cs!)!;}60gh? zxR-xthCS-?B8Q7yovMc1Tb1+BQq5-%9_%m%VlDUbucaIfEjhQ>O3N=Xc_I8d!Os`E{{sE56Z&%Q0VSDsJ{~B?3*9%i zsGG*d?S*bbtf5@|~i`F&ZgHV42GVvG{;UBsUcy*TO&KJ53yR^t61N&h! z0J4TX4!oNS-K#~x81~m2aXzZN8mz{+U+AVQSOwmZYR<~Ri?A0#PaV>NnAg-HfYA^j zq8E!yn&5*_+Gv{~eytuinzF(NNA9>}Ow{^$0DS>%cheSzBI5Erub>W!Jovh)pPzpd zp!XwUrNp6PFKqA(6U8NK!pugFa&{o(l{`-Hi?HqppZx}KX(4Vjot(FWY>fK~NrET? zg`|0pcx{&}qGEZ)QB;w5g|pamx%ek`pd$I!{817>}LzBuy`A>3qhfld$Y% z-}&53Gew;&P7@-|o8q?Fsdn(e(UH%^Eqm1q(AV1T!lxlhS6zIqwNYyok-09Z-0VI> zwudE^Co4}yxB|AiMHRKHhHrBiHr?Vjcev4e<-^>em)~_qOq{t;?(7}crKNv&b_I8K zsoA_t?7r4=Iic0VeGYi|>F^kS^%(ra-39Lnzw$oC}Sr0T%UjyxFTY+lJ^ zZMfI4E@YyKHRFnfthUhHdbn;fOH%R~-sv!}3GGVmKuE@nYIXNS;&4fM?4OlAfrt&7 zkhDCc(0dc+L5R^^@kV`GUL}7-5#0cC%~sBFx+;;}vE9@h+K9VDn&2HEileAdb_dA0 z5;S_Pihyg^8{uxgMh(9>0*Dw4#%0F70QZ#L>96^=h%){)XFmfZ;&x^}XhaHUvwl_p z6{q}Z{&6F7M<~xNfr_kHwO(766j?gPP6NQxj2ncaEoE!g3E#|N4NiZb`;QdcuiOlu z);`EN(c^8ja`arEH6x!rN8bX;`gJihJ6cC1`_o5M@WBzIreyU;oB-d+9S{Q#E?xS&3+x^#ecft?}K@l}a`4A-cTsUIjT!;qZ z_f5pWnaKQgLns1(l&43+LK3m)m!@Di9DH*N)c`VM8(kGDUyy&bw(oU|J1Tm8ahjtn zOj40+jz~tj$F5@aT zbshaG&!Sgi$u^b$d6y^d?leBJD0A496R9KVa&9y%f%4W0th21^4TY1n>vjOV>`_)V zAaUT{)Pcd#i`C}@=&WR)BLnpV_)>u6WdIIpS8gUR&BuSRBlf8U$XenL=vqkxP-npJ z`y-DT(7!Ss8Zyc3)x{0QJwpnnZgRTuURJCxGF1u=qM}q0#H+pF%jB72_-+YotlXZb zmEf-v!Sk8~n2-vkKHyQ&01&b@hJCQaB%6GG=^AAC7#3Sft{>K{^|zyG+|V|r!cBlt+F{WXgBiIoB<$jVcv#OZHOUx zIid{2DS~lps8ma*)#nlsj}X#>KL9^XD;})~%Cvu(Rv80xWAt1g#RFGfYAzI$Mfh#n zDQZ$AyvM7Zuo{5g&aEurs?Z6h9FCTDHc;eBpz3y#_=%L$ujXWK5s9|olNz=M@WZf? zOPm~0b94Ue%tf-0rD7c&!m+i)9qZ^gjB?y&(K&p<+-A`^qQ+*oVI|6$EMcz!-pMJY z7~Oy60r;uQ?UuurU6*+hCxW|br_b5Tht$mpvWy9XuewZnQ+&D=tAJ{mHmpRUVr$hs z8-SmBM!=vF!e$K+?;5XI-OgA_iDmO?67jd<=F`aOA1_q31|GlJ=*6u#L@zZ~zZfH~p_Y`S*n$LNkXO=uImq z?iXS1h=DQKkX7yuWh-FOQ{)I~6`9Co%d_R1EOfF=2!x`^ux%lm$wVec=gW3z10L*( zH%;m7v(;73Z&vs?H|scL;2kSZWsuqbLh9|WVrZ8)dPRL z0g}y{p(Ra6;f%ij0KB@$5-gff#Ey%>9|_4sn2gs=30cO-ZJHw6rg!z+xs*sNk~N`B zuof`v)RfHIfOVQMlbW@pV~y35uqbH4+Ol%hQ;oz+NjT@Ngw0&GSg&SaCq&;MUHm#~ zBIQf&a5Ax1)GZ3jn}Rzla-_*Tmj=8I?FWD9Y~vgl4(4tPUyXk zAg7DMh<7%)(uUI8Mm8}&fjgP(JB6Fq16ez*GIJKP>O&Ew_()b$;T3-+lmCBYW2}nq zbAWe-#PKg=NF9JL1xPJG`d%D1U#BcvZy1PO9yVVm-i+MC{Br{Iez2vQYEJzpcnN_s zG@&QpAL`J7khomDgDApK*znVlP?npY;e#;a9-_W*9fY_SI2SdcoahWOh7UFJWW#&s zLU=vdSW)}-galI}uDP1Rp(%fB#F0G`%IQ3j_4++Kh-Z`&XDH1vn;5Y7KXH_8%eMVw zC9Exoj~TuEWPU#uidjn%Lz-*|ub6;OjzOnh{W z(vUot|Go!cj7}c`T>QM8v9G>uFxnZK2G=L{K*ZokR_-)@-Fxq!WB$G{iNhM?i1DCu zkPou%TW1+ag!RE^^Nhs$v)0@P-q+)bgh5R-~2*{?sV~>|h|dlJQJN z)Tu*lvVoE#-LH+u)`3S2#g60`C6^OBIXNevbt`x*Ay@gK@d;Jv0S~f7`cm0d54FkK zCzq-s6V|XjTrv(}OVpeuuHsTsXI5eJ^IRsXDljRNBFd@7)v(S{VuECMrFlqsrQZ&mR1+hM2 zWHFH)QGYbDl^OJ|<)f+cy8|ul38udLeiIcF-CdKlNZs*7hLJ3;w=Xh+19=k&Z@K%{ z*pZ@)W~ay^Q>U11ZMgVEzG+cp(i9&K6S8^T$cBF;Vss%RYfuWo9~#N6A~~Sn-?Si2 zqbvc{=MklBx2`pKu@`I;WbWbFqUi{e?-_67}1@H4-{IwJ#-s9e24m75wbsg;)EmF6U zj(LA+#9Dkendsc)XkOY@3lZBDHtrCWtzbcyX_N^4uJF-V7{wJI=a1?Z{EBmfEDW>Y z*Os)0VA86*kiDd8KD^%Ntni&NIBO|i)Vc`facpUuLPD`};YR4?c-}*YSTn$L8|yCK-5z*zbOwWtA|Gq8d4?TC$e+ zmKSzfW7ig9=Fi8{lNQ0jiyl!HtDJsX4>s^FvmVPR-V@|IneQCWtJCPuNwxB5Cc1yU z&jWfj&yl)7`Z!VHpmjTR3OFTcY>J9ZR7r;k(}64pQALfeEn}DKkG0vBsbK0ur^CKK z6O!{p$oZ6eKt(88G@kxvLODO-BCiOO4S}R|C&J7TXo3$yUbsSyXF`#^_<0V(4k&D+ zo3SSREndS%jC>ubL zvwPZ96rnIZcSe zhb3|SLijnrAC4k3<)HTfz7)W+VTP?ds?7<30P=1i-Xgq#ZZtkOA=(wF?czEXDwSk2l&IW*7owUe!U6s{nztRhJlO))7R^@cI8*q+V>09j}`Ff zztdhq+%Q==-zvamyl!^%UY>tQ{ae=Zmf^;{@b5O^^G67pC+7Yu5+9Nju>sy&W@j~b^6pm|+IILM8@#NbQl30HRZ!xoerO+}l zBo~Sr??EUVSDoO4Fqree*{n%)jHy7pF{cGfy(i+tQ{ErmhB2l*r4bzIN?@9^}G{`1aoGB4}eI3 zgx`|lC=&r|mt#{%_qO}gQifWy0b~&_FN$6jIYG&jc&e%pQ!nbzjcIlzw9lc}$h}mP z9xmn_wnnEKTR?xtJi!M*KALTt`3eweh7qc+ih#uJTytonXH+&*0r8l=nF}H%WN%7( zHoJ(AW#06f$K_P?B>5cRgJZ(Ve(v0t0(`$hc=;#3&}NA^jHbE9S=WdL^nPSnmu=@f zj0`5oa)?<7Q%hlt)uJN&9N-tn<`pN$VC$Cwcmci}01$sUr)4`2z^Jug_PH*Y)FRl+ z5pDrXBN30xIz;^Qp#PrHP z>f?8Ev5tOS9wkhqBM+vd{BBh8g3ZcW%VmDFQ`N$!<@PojKg%-WQCi`b(yVny`R7o6 z^C2xArksDH{A(>2sUqL=G)D^W%Y4-vudk8xtI8L*9OjpnsPenzq9Nkqp;{>Cb4O@1 zMPLb$@5_cl&Y46c(G(uL^|YbD^_FXEMM31RrnfE>TxeIG0p1impK)PX-9nL@W)p4Q zP++=K@`i%YY;p|K6r>WdsVrl=19VoRq2U0veCK}`;Qr8CH9I%YzDw>?46%&W=;L-7X!r2w z&}M&QM!7V?vTb%M+3jQp?qm^HE8`Sd#3qHK!=5Y?Q-ke)AtPux-ry5iD5<>(?7)K^ zhPh@c|60pKmCw92X$G&53!Tfa8}AZMKq^uC`O=;9=TLrkfGEzS)O+_kcXk|$t|Qgb zgQmmcceOG^vmg%HX(TNP4o%Wu0K;MV0>^((z)1_^bKMk*eJYwGA!iBBd*VnoWNgLW zgsw$Zkkhc;k4kgopzn4=h>vf{`x>w7@nA~SgyajtCHFws65qB1z(OdWr+UJTtuwF_ zIs*1tqX`}9;(a>SNI-H^*ALt-+zBgw_`o=NptVgcdH@k)#|W$Jsuz@jzjFNge#!yWG{)Bqa4=DcV2Cv zk2}&Ez1P9RW<@RNY-Eh8v%PIG;c{gZ841(_vhYPV#-dc&8IvZHfsJ^(9ctrM7W?@( z8F!XExZAZldr7Db{9*_I?{hnK`%8ZTQYN_5UR*X;5t)!|*EeF9mt1}lYSG7s`R4@a z{jkCVhsW)(wG8DMXBJH;0d zNOt|i0IH0bKTHkZqIt!(Z7hTY`r!zDsu7I}yHialN)VP5N5X)|fzz{t)M8K&|Ugy^8m2wrTtIR@UPe_s$$ zhEQ}n=T4E+r2zNxyH{M*wi|!v(QpDajnPQNo@DqJGIr3+gM23=#GB8ZjMwElfqS_K zf@X@Y_{qVph3Y&p#5t5MXhPDJVG?p848}6~G+}U}W`=W(Bv74OGzeunRyPghLMSIu z*_*Q-YUi45sXG#4^-o%9O<27ts7MFG79@Cr55j=cx(jDQu0VZI-^qVPQMq>C-4WB| zn-4D%Bo(KI`-;rx&1tx=$b1-bYQkKlq#TBu$b6~A_*?oA@8@tX!xW%oa)zs_JRbjc z`T$E+mwDR!fjWTO2U0F5fQWXV^ZH2v2tj*UKU6h@%}Tfewo<6p7MuGg-3VWF`=DP^ zD2{SxOuIwaOCeH|R6>8U54^4-#9z^w7O7`&{v66XK2g%<^1HW@bTFK?M~4V`UpiS5 zrL2-P2aqj{<5SjziPU#3N8O$<4dMpfPzr0GAKf zWy7%$k~=*`H2{BQ5XuNxB5x}~;)=WAjx~z9cj?zFVIZ$wJ*=`8`4AmyT~3L^vuux1 zucuBZCw5VU^+(2%%;6BV_VIIo4~_*R&E(Zb9)R(YHy5ZEB8#9#wGvZ{bsA0DjBH87 ziad@i@A0u+XfMs>aFu=1vjZ!kXx(vk_{;t)YmQ?RS~-8NfZguIkxk~;cd;AV?j*c; za_{K9j)1j_95n_TOf4?wIKWso`U%|0@P#MH#(_+#CiMG4mPH!NFVSbVWX-=S@ck5> zCG0e6%ZX6LBM$YNP_!qK9~}vOxdNLE!VZvGlW~^U055CYt|JM6o3(NnO1z<*j9OjC z5A9Z2*{Yj$tSlw38H?xf!M`kZi=}mwB}*{IRSb8jciG3i(p5rOf@Q-m^xL{vW#inI_hr^nfqcx8VeITDhJXM%Tt$W9U8ZU;#61-$MY zkI_VFI8{aL!2JD25q{d6ReR#s7_2YMf?gw->X zyt99CGG9vVZCk;;GZ+W7CD6;i)^blAuY)p%8<;4}Qqb}GHZ2egN6@*K8e6=Qx%}<` z@pMGgJRJzK#!~8JmEiL>C^DH>L@8PNT{@YC3>UGr8J2`GDI3MGx#5=igWMz82|ZV* z6MPW148rV?ho%sa7b{}b6xj<5dEyjDPJMsPz5CFVWP%*i^`KZBe@Os+m<Y4!{`Frg^x{0621bgv|hSLT;(6 z)5}P-bJ?1$UPqk}qXh5QX;YhzEhnCRQ}HarY&$zm$b$(noE`yStmzY)T-8$duAS9|X{WgaAMR8Ab&@o%s8DSr>e(+QI-5wIn zVBfLg6ROU}tno!u#-z)w!ATrJ(gA;JpXqIP(qvMEx2kp+z2E-nH)lH8c$R=S%mzY0 z9?>li7*4Q7#Ua4*Ri#F}M$Z$7nXAyJ{KiM+=Bjp-|IsOI%c^C(BC+ij7nNnH1B0L# zIYq9363G%`HK68T9lFW_a5&_0h*kisF-^{@RRpd{P1##1m`G;s;_rK?#@B!8gNk8& z@y}SU2+!vm!-g%ILshD|(97lX^?n+hce5Y(V=PS)1qoT)0iD9$5quN{K??#p)k={> zlXqrQM~XNaZ0e{%206qBphl*5&k~*%|9dqwo%9}>DW9~FE#Eco-1p2jN6h`C)`(XJ z;+WK<{KoHJXO#cZDO&E*Dl&g^C9#++;)A%>Vae7RNd~u41Y+p9s3{0}?sL|Ff*&Ob zQaj-H-M^6!W{gC}i2F)6zQwr5+dVc`BG#nW$$t0LC+M-ogp33Isv%=Z;7Elq%KyH~ ziBpqsM_CDo#BVT%QxxP;vaW6bCAqi*kelaK#{g70H72Vo$8@ZX@k)PzT43#lRTVkI zOOay5J2`18R|<#i8>TBOg==8~cNC)N$Z%N=@KF|RH4mVD`8iQ-|9Vz>kVV3_%AD00 zn=emnsr1U+zWwsI*>6YhZ4jwtc+?ndFkq|KLDO=UAuI6%?&X<)OvNj9GH>~FVuzmw zS1~I)0%-F9wU%R3lAM3v0YnPAnbYqMkRLwUQwuCHP6$A+2np0s(s3lnB^S%4%OU|~ zPLRj!Md$~iobW@iNfV})w!$21EF>a|MiX)oL{zvVAxg^xAAl;Fv24@|Ao~@TBs+ji zvNTiNZ6MM*hqqH3c!VUvt0ojdBW-X;LQkmO>~vECvNbr(F%W+;!>=FU;fS{m`AZZ> z_Son*og?8kK|2l{y}d01=0^lnL~E-M9OQv^YS$whcmG2~!r?L_n}PL%p`LcV44ER`voViUiS$ zI<%L|`NDG}H_HFK%jLhxa3_k;!ZoN#dom8PFC>NELM>fcU^S6$x?;2!^*LNL~<`!-zh@ZGMj%Kn`p^SkIkeeBo?xB#~Py(+ADke zo3KSRV!|8gE?6(JVCqI#{JAARto?ZTZv6XFZt%c(|W09gSSLd^E6i#)Av zYmDt`mb)KK=%j}+9{Pw8p8!ZB@g6m959AC{!Vb`7+FI2Lcoelc$vGY<-)5)U@>McooB^7qcSz9&Q>OKH;-*;+`GqdAfZtJ-r@a^WW5XpYskkk6W9_4ztA>^aJY z*iv^YLf+*F#JmuWS&AP%R`#kXWX5iGh8hsDDb*7}mZi*^c$^7X|6=^K5T<5QV6K0} z?;FC@QcJ|3YE0MZ&YWs&rdDzi^P3uTkt2IJ*T`#eOq&|H=_dNXfsjVJzmT)k^#B9F{ZF*}g(YXh`SKh;ojPgJ4a#8R}Lay*@@V01t6rYkbe!(N!AiuJ5giqyEs3?d*QRm8kFADIOG_~2ZC#4|| z%4@#)Cm#YPbfhc%_C!-P`gEeH<3!V;y}X}jM){w2`F)~U@%xEp#qTGY6~BLKYLMU#_wtwVO6I1l2WDBRz;tN{cj zXlaNRR%n(YYIV=C)@5_l6e8<9rUHsW3IcLaQE-EVv#O%N3f|dGtCAGR2h14~5sryy+Y+vcYXSCzF)aA*VJr7bz5wl_P&vH$2BEj*bXQ zmBd{8#$%vCK0{6D~{gsK#$Rzmi7Eb?{&n=k=;&gN)$2J+m-^M_8;&l zCseD|<(c<-ugfc0N}_*N)mP3KEzj&-J%OEl>|_>?ndpMzCkIVY50g_2@j|&|@4iEp zaWE}i^g6EG8wB=E%EFZAqeE97j`} z?6*AUE`)AFIGL;h7d4;k%bGCBFsHKC7zSbHK{lD;kmp zR093F^~(~dz{wFL=KWm3@JDo6F54Ah%f;jlb9@R*pa@sMcKxCJ$QJd(`pfv<rAEyP&rM#+6a`ijJpL;RQU38z z))Xz`lhpuch@gMO%73xKGKrjG-Yyirxyy!B*5)?LB#RY^rXW}G9^eTbv|%ORNjkWr zs4~(029Ug*N#X{OGXZlqb)ZhxU8_h1lr{j*v8Uv95L<+2V)(7!gVUzPL2g6gkPvPM zAl!$a0By3*85H}3mgQFN?A&jiu2br@kU%KrC!MaPlkEt?Lzarrl6nu~6juK3p{qW79w)Fe zA}@w7d&8g2I}k7EqV5?c@~=u|vY|QW>Rr#keno8B{jpyWA@OB9q+ZsU&aj8(!QB|j^~ z9$733u{FN)RX2s$#rJ)M*!LW#LhQGErb2)0>h}$W*tLp$Lm~F81e_eXhic`~X!_?g zlq#O2R7q|!eO*;WPw$rD7jL__%-K0XEW5iWyjs?u%HJ1{Zh`jaPFPLKUtW_dn<_n_ zRTrGfC-nrGg7VL3rB>~a$U7H1cYgxbOVj?H2-TwegCln%JwS=yjdZDntN-gvmzjSY z$~L=yLKeoWpC!Pc1r6BlpFNs9I$f4IwYDc|)0&q3%2}mq=B7_necQyT@k=Y1T6J+w zU>7Mp9=|7_rDA7;eSs@)nVz1jQn6;1D2p87nasc?|5P$OH6`qiU>rc_;^`52f`}X8 zOl(Jua|;&CcFCmHW+KxSEXueBed~V>jHP3Gm>=oV@5{ zF_JmQyMeXXDk3{OtjYQ*?4RUONYtd@27Q8gNtcq#tigO5!=mG4r0p=7Dmj0Gs_$UP z`-SEdjBBlF|0MZ>u{cg?t396B+U#77D!YWtrMFwxvbDOyZd5GSzCf#3ntg#xCE4&< zB=AT^al|cpbFas9Ih!Ve^vT=HxKzd+fX%xhWS*6G4{Qu6@1BTMSKb8QjvEAfdL+i) zNSCgWPrYaFnHh7UvHNogfI5G^`xlv{tg?yIUk0Qaoc5QIC&H+)`!{(p%U?c2F#Nd? zKX`u^iNL4M|B?ty+*0dFjSf#5fi=}{YXqJG*G!gD)b5Yf4c2oavnorGo}|ATltdGS z^v4-_FJ|KIeRvlC8tKxUe99_2=^D{O-?FO{#@#z&cy?HmU!nVUR|2DV3Y)sK>u*CEby zQ^rameN;Iz>ng-B>^aJaORV1_R>uxZju+5#O(-P|lsOys71z2Z?|Bu4n;Rh%{R6Ob z7X9+eT{&{?Z0K~@FDHNfG3u;I=h$UEF?P839AQxJi-O&jBO^wq>wgBOv9&LatlB?m z8uzcmpu5_E^2V)u{R6$+*smO;M<;TrBp;RGRFAvWn;-6zaN}74aF~=-+{>Ne%h{dW zX~;eGHQ&~d!ySp7nx3`dcz8i6yf5jmXL>3lymt4m2%Tr`FMoeS*{A$r(DX+B(pSqO zXi0y$NuT*N>48grk_>xJKNZ7d9TVXf;-yN)?eS(b?ZL45;0BE2}b2 zKMjO@+?=z4Xk~w_{uCle`;Zrp3NcoqrACclB#(;-+GT*imkWlgGMJeaUr&agW1uyF z>qwi1v{CV4&vzx^eB>*C)^=Qocxs{(svGFH70Ga)i^5f1h%%`3*E9V*1X&euNH0}> z3R!~h>FAVI?^HhM%SXeX)2cyry7{;0WND=Ry;Lx6yefYH)FysVuLA*%Q6&>4ySW>0Ksu(;1))2+7P4@ zb%Vlhdj=b|bVemWe z>F4?6p3gj=-2I!BbkNvt{*62DUi)(iCAMlAGV>n8AOltpPCsH${6EPlz1$gQR)L+| z?lnRg<}+k|7@mZ5W>%@NZ)6}+XN$~0RL;qQfvA6#F2+D~WNk`U1{RBPNQ-V+5z)`( zO9O#!sAcdmhh}Bvi>%Bo1ibKmQ&l<)kUMUwO2d$1_N5yJSyDrFqO-~oW|69XC~dg1 zD%={=zj=@je6U5Rtdv1bX=jsc1YV!Pr2WGZEa<9E19X2r{(Q zn)GYP_>xlE#f&fzu|?Q{LPU8F*v=F}meg%kIl2(JKyInuBOth$f_{%66*xVq-%La! zxG5Nh9^1j~y=u**sTCPz~Hh(lU-rs5tKb+w&UJ|8Fl+C!%hTyLa8jS?uV;FKm`?l4OrHH_uK*~Z<)I+6BV+{XZqR#gh$M|? zOs01P5y@iEUJ ztoh~r5Wfk>*qEdC&_6Qs&LG*p+eJP0mZ$sigm8_1SNhwLo~g>UDgOeIe{RaZ6uNH1 zzqN!${qEn0EF6Lb&;Cv7T6RVGcdlU=>Cy!rcj=XZ7=LFW1|hTYXhIr8wGe+X4UHO& zfQrOt15w}uDF&jjOO*^nANNU;G6c`gXkQFpwz_fE0ImZ;9;#~31wCueW2$r#N!}7( zjV>Z-_oa(SkGgeQkLRaH-J0pAf90CjgEsc^ubgZ9to@PiF#H>WcZNU5Yb83v;JHpv zbWWZlFV0F7Lgw0a;bVOuxQ~DDUDSv%3wH*B$+m9>qR>BN15spFQlf$A4oW)%F@vx* zqR3nF0FyN`E`j%Q$)u${$`ORA+a8 zNY9($&+@3I74ULrc$)^cH`?Qkk1z3LkUyj$+P~e9#mQ}uUZ0Nhw;QG|198^nlqHj_ z`m-*MbkPJ(X@vYz)DeG;C2c6W+Ytc<@u6_B8wP(s zunbj}098LDM6?;Qf#7f;6bsQk(VOZw)rOfBk}SmE?7!(^c>gyYdedXbfBdG?lx1Lq z_&^m$8RiS*+Dpj{SdX7`?=@H+nVoaozQ# zH+||QCQ|nj9RIgozPFb+-H$I;boyDe1mQ2*5;J=k0ngwIF>|H7F6Idn6bzQSR+cm{LO_K6%ncCcJGa;` zLx%K$&S5vmuaJMoglB)04B@OwZy$x8S6J+qp`xCi3+i@#_ByDLw_oPv#(w2U=sQA|m*Jx_RH9aI#$y~)E~8UD9cTM5Lxe@tC9 z+236RL%t$DWOce9oo4-bwf(RjzHpqk` zH^U&kfXt7Lhs)f{`K%GptRTttFnrmEyjcramm{LC2gM0JYEXTIbRuacKkK^$k-2O4 zWg*-j3*pmxl#r_kGDAetXrhAjQnOL?&oaf8Nv?l})ru5j++b6@Yu6YF7B*>fDh^>8fj zIm&+s;apy7!dAw>7B&Zx3Mg|@wk2dadNB|&qD_@G z0(xgImMa7&uFV+;2BXvrgw#-(9~y|v&B|gR8u|xKe{y*=e4P552RE*$=@);L_8p}+ zd{ly?Vl78RSMA_(1@R}UW?fKSvk*KE>0S2PrTd=l$Lqwa`@YiOj`YI$UDoN0L^bGq zsw`*5J8u3%7Rty6DXAm{HViqB;NkrVeh?}o13^UQ;6&aHvLZzIQfC!gEwyHi$O$Pz z!%$(%pgQbXQA2x)8o`EKwGe*|84?r0$FdMiW4wW2rz3IPwIha(xNimm1;@cUtQP&Iv zN0LujO+@0-A{6Y?FzUlf{XKtE#w_B!b$ysnT_2?Hip_s_=X$yyrOuDeb*8@^>BK6c zJh-QK7^r$t`E=H-QTu;O&2(W1M{EFD_GkFr3&C<3 zu^5xD9nl6KsbT04e>cmJsEo!lx{Sg@b74b-K{Q(RZ-GcbTz}IGL2Ohnh5@xR=L|!V zYU;Z2jBy#dT8Qq(Cb2S<%0OFnR>9aeY z>2F8+;Pvu49f1-garb;GXYE1zBSz^Bf9~=$!=H2WKF0SAApJd51qMO}Oz921MsOvg z6t5AI0BgBM$U=Wf#sULDOb*-Q+JMSoFbtV6=xjXW(B`ucv~F)8N+1ByKuDqs7NYsW zsiQ(%4Bzz6LtguKMqH@Xa?PA|tHSH*;iuK6=g*#R6dPsMos&7nQ4ys)s}u-ij{x1w`U}Cf+3Wt5rpWpZWt!N zj>>8h>?lNOg^7$tRJ0SDfsiM-F(cXxEYle4R8}%_B-H0Mf^*-(e0Dda5$o1;R!F_K zx)@&W3|Cf_z>~%BQ5k%6G2e9FI1&WK6*9U+r) zW|IaYGAU&s*b%YTL!op>5I`~HMRo&+Kty9-hEadvRz<~GYa08j!RS~gQdc;*m;1fU z+}^RC?#J8oN5?wT-;Q)H{dB{hBh+H}_c3ERt4Av=tljwlA+zzDG)aqBydX*~0!d!S4e`eMHfL;%R( zp$)P2q2{F?m0V)obNi^A;C631N13f<^Zp#<;*tQT--pZThRiF>+v0ZMn$Pqh&2 zvgnmDt*UnjY>?Do%)wsgBF(1|%&_tvg~NhZB5@1OGld}#S>z};XSKg)Q}PT@C46ptdn!+kzHOHWyx zPKQp`t?934x(q33&F=n}4Aq`~?#1uvEfhH5RQ@d0xe~Jb%hbMch^+uJ50cTcTL@Vw zqm!!;VO;&G8Ubs$vkFtXPIth8-C4_w<hLDM^gyt1lr<-@;x`tYB> ze*N>0&%J&A^wV#@{P^joAAbMiA3y*4`swRW|NH6d4_|-${rLay%oacW?bAXpKm7db z-+uV>?Zdy7`r*HR`{y4&{PN%b`0?|H|M>0CU;iK~&q?NGSpM?Q|M~sruYdgc%jXaO M2ZK;oaMcb609c%cpa1{> delta 31171 zcmV*3Kz6@}^9KFq27t5y<2Zi^k}?ar`~NMD6pJXSuEad#tF(GuDdq02Qfi%dzxLq{ zj$;s!)!n+O%8UwZU~n)Du)(u0+D!*A{U*+sVuiU%QiB8q2gBW1L=lK){t&-9tA&EF zn8rOrfb$5hNNe-InrKkZbfGg_iT0$n(xGeht=5UIYEVO?_z8S?zGzM7- zMzbpH|1+y0DMv1(NAew0C;bcbyW){LX>HLXyPp>QHG-&r8O8e*ME%b&e_fciwp?JZ zAnJkIFNLCE;0zjC|L4E0`Okk@`=9?MfB%R5J9+=dQPgK#6-6E3 zCW`u1Y}Nu5Mg3j;ilRV%vv{JYQ}Cxz)Mwl;qo{w0ct=tH7Uzzl{=)kziuy7|V6+@J9gPXqgs3FP5&NbQFS+3)U|o_|D_BRT;!e;<4BU?&m|i{VlJaVYQAkT?O~ zlznGxU{8O*gDjA~%Ppf_2N|ylIFhZc%gtL!eFjT>DDO_+!OBOHQ(RoxIg+sYU3s*4 zI>2JlI7%B4SYNA~V5{@*lD#$PPZpcm*fU;YyY= zPbl?Ge-;K=CQd-D>xWn6ogJ=&ZvBGKSd=UaH!NR@_Z^#^%lj`?uE4XLOBGoqE$n{e z3(vjP6RP<&ge|cajkha1Pw)}~haK4U-C!kK%EzU^B!gOHVpG16K`{~~aA5a}@tekK zXe|zMy7Eu)-JDGNEfYqSuIb{}hf~nbtB9J3e~rXi-0a&Q?2mo%jZI84Hx=Iv5>-Gn zU;m7OD?NjWKrOFJrn;5t$|Mx?p&u)Fu#@u(!5P;ktMXors8203#8ORXN9@xYy&{wI zF>Bz|x&{2OOO|+#s$2wrChz*%>b1OA-;QH;`N(Oo!|cuLFTpV<5JuY zCZDLCX%DRvJ%cOCs#=F3g(H%PLJ*(e3e?`W%GR9WBS+2nkJ2^te^mO)fEhi*fcKf3y zZ|n|1nmgW8em`pU^1lY8i{RJ#*_5w}eec*tWLMc;Z2eYkyz{r-*nQ+kng()bLVWx( z##{Dc&s^z5y||KbAgsJHtKHTEFGAFD)|!cm5fL2?9*7&F(maIZOeE^z+=5nKe@(_e z_8V@*bC*-k&pp+2EmoTEkTbX`Ej%rTc_LY!Cdz@>UGZ`^;K2^VZTb46{9}}}-v?EV zYp<-^;VaGE2&YRmex$>5A~{ZEu@D=|DY7JoJYroQ$PzD4Ro9lV`Y*@YvNXmPH5NR! zm#`@(sWx7^OEu2k5vpI+gh58!e^+UsA`@k}X&U?1wQN3iSp$>@V%hE&L20?(N;3{w z$ztbvrTgrFh&EnM_a{0e z9L5ki+v29Wo_$VX^x=Jy`^kFny!$-EONcNL`+v(?uhF?ncy0)$40`{DovI%fML!v% zBVLV6belzdx+{lONt(bMFIn*dD+h(3Sbd&Y$xai}fG7Nd`5x{6ecuU9 zcxaH9<7Pv=?zny(mw!G17=Iin{x?|NL-T(^LH?=a%R?a$nYiU|Szq?HnRpR6f`A44 z5Lip}R2kJM#rF!@5S%%=<{Mf5&lw$N&i9Dd)cGFoo;y3l?d19R-yVyN+6a0gFKpfL z835#*iCYUV5Cawwq{O=sZ*91=7c){?*oS%l0CHwP(SHC>$2OoN)qm#!fX|3%drZ>z z1UOc53QE*jY}A8W6o{iTu_kuYey!1easX zW*g(_T57!SlqD^yBQNhb9bs z?9FW$`1@5rI3!ETynh>gj0sPAu6^GX5Q&mA0S2o~@Qk>j5Y11t5)EjHc2ZQV$g)^! zPKpBi3WIa52B5v0q*+Q-6UXpHQZPb#%^%%r1$XQS&<558qxD^ixWQ2;P-B; z_Pm?m%<0)YUyS<486t1N*D|ytoHo&K5${d(TfDxBZV4jp0uX80exuC2I%zEfSvvM?!*F;)BVd-#w$%!uDk|;18i3 zn8{rECX73|EJx*Fs#_az%jHoMab-dr=!4G#h?elvCx5X^+`B}~myUSbFZ@(3R>S<) zGzoZ}_2l(k=N~>+CPzJ$E0MVCj-tk3k_O05;!1H*O*94gawcxeI8pB8aYM_<3OAAQ{s-Q3H$S`7xCB}9GK z0CJ)EpnnFOIE%r=9RTHEAdmQ|K# zX+hLBb8bS%?~D7!->RQZzC&qScVEFB5V0wX51(i0K2?mRdsnf_58g&Rff5ELvNb&u zBAPsMwQ#I45mZO1kXt2_pPx z?Oi6fWB$^jLeP7}-;RDYr2dGBj0IEque+Qe*BnSYdsp!u?PM9J&=M3o0&7Ui6uW|b z5ozgP>_UGh!=w&F?3IkT-I2WQ`&JN5J0z!DFAAv~U7bJG$72`q7c`-a5&77UHAWfY z8gxr>&|r5|HGUl6gCogskl+LGaRT(JvWPen&TS+VoHd&^R>Hg*-NsHx*g9i$8%b1Z zV%z|@ZzHDGS{1U^U@mfKqZF2i4Y(%6XqESoeH(urF+MWN=t`Iz!7JC!JvGWoKEFTd7VxVBa`18r-Zmb%NCKNo)m3ptqEdn!BUmYNNNRtQq0dTHm zFMj5sy&Xgd`k4&IK2Q1GsG&qI_z~-Ir}4492^&75 z@pzI9uY7U~*P`*umAF!s*K55fKC*wHGLhd_d^vyP8LkO9Tsxu@DGJxj{dW`v^UMu} z$llVX(n>)jgX*HD$XqA64Mh%Q<=IfksxfH>w8`N$#cKhO1Tv7}W90~dtoN!7*xxu; zUsZja0KYqcgmPO}g$;B=L7sTRmnjNMNZ+`Acv4Fem8+Bo@TmaVkXiRfk>52)DI!8K z`M<|V5NfyC@OH%e7~Vi~M3JSaYbC=}Q<>Iw25v6Wra3DB*Vs((+V^_=m*_uFm+3_T zHvzwwAw~f}0lJrBMgdBHdE&IWKKc{9x4qR7ZLznS@Q(IYyIy6kP@V0)wuCIUWU1{4 zHpwBmwu|Few?7U9|DMx5F#pE{WhHpM5&SEHe+~rye{ed?o9_|thvIMX`a|&s@%T{u ze`hd$cLI)hBwtpX27q{?cmp3J2!Sp-a}Dl6?}wAzQk6@a!c#?m{}2I7^0))YDI%K* z&{@fTVLZ8C6-6z?#?yc(@|x_7id9TLbB<9Re*kyKx973kvUIWS?z)^^OYNtdlSS#X zW(Od}Sn|4^g)itggH#CqXm)^*!{t7*^lSy3UkbtIfaqube~lU{iT6^~HLQRy9=-ns z`p*;kqQ^9pj1%#H#PRs({X!SjGPFbX?$Ntp)*@6yA zg?>7le2cg|ZGU?@*&rUDw!iGyX8F|TX?uLQ--oe(em!mPKgQFNW+m1SN&(-psGqi< zNUESmS(6p{d84;@FUI_cA(G1TVdF&mye>Hbivng-4vH-2Y%xbYkX1~wqgQ0Cv{IcS z``CjAyHW{%_>_N)@^W2EysIJ13W4X}^#s%T@rXk#JxwTLD-nI*&@VzO1V6zafEQKY z>mE0M4-I_vP8@Ml$C+Aj#9GwOgV8y*{C?gZIg)gljFT%NQ5>7PcOc|RlZ$#yNN`2z z;OVm|_~6K-<6?9GJ{2J0I{U>rs-Y9L8RN>1ekleGM2rOaCTebIz@R8RgX>SlFCx=l z1Dm6J2vcauoit&}#K1ldZ1eFXzRjBuTXM92lxbDI2wS+KBERRQ4}>?Bo^g4v0az#G z4S>7OnpOeO0-_SQTuXqD1AK5C66!VbJHW47WUYYy`tp)zQO>y1yDwgYLGO{FJ9_Vq zsJI!e=V9ZT^Z&;l+&jZVMMlmoUd%tcX2#?qo!N zYb0XLN>)Tp*;JO^jM_w8$=Jw7zS1G5Vl-(Y6lErxL5Qse)`ps}*cSNYFn$U?II=E1 zB7Yev0GUWzsw$2q&iiBMM16B4xK@PZ$RHHy+Qv?p2yD3dIArQF#MgUsbQ_M(%TI$> zIsL`3AtZ(mNdmV`A^NNFEk@u<=!m0#+yvl>FvUt}|Mzh20G+~d$(7e}b}izfmkBmi zC9eh8s-@J3trqYgH>?y9*FISmxR{ zT5W%W@94b_lI0My^I_w2xH549#>lWt;9f4OUnG3%%C5Qob1(5?H@ZqzD@RVjHyxQ2 zV;1>rCqfJXZ@q>aZUIQgG$9v%Ikg@-fFrWOD`agc03KPrZtBMY{&39XYjqFca|LAL zXxA@QHN3kp#3>JYSJgbxPDqPno+>_0fZiKIL&gw}!%)eyHaB_zG7o~9qchU^dEl1u zQSi=D1hy>VsVRd(0eV$7TjH&p8jsCTj1zni67H2W6(>U3P;<>r6B56Fy*&i%=4pFp zjRg46ol69!P!k_Ov7(veV^hf9ML>>~Q06DeN2bolLb}mTNKylfp@$}{rI1Z?t+5Sv z(C~|6Xc7NQ(=%QlXb1S!0U{}L(sQA6BrT*b>!<{TVest+@zBN8`MGGe0R_oG#ixjXFcLl&%lFkF5p_3MMBCO#Tw4MEs-waWCwcR0SKHf+p^6;cT)j+Z!+;M+&Y<_k6Vd`p4VB?yuryE zahMemJz5l=8kS**xYv=j(J79^wUXVwD2^Wo_~7VMCCT$LurI(pu$xEKh8R4d7>gRx zNPt(;lCHCR2N)E8-15wT-a#Upwac&G!N>-j2cgIitZg+%f+^tIr~rjHRdoa4HXA1j z)rKllixi>j>>Y$eu#5WZ$eb2&SdU*v!8=FUi86<1HGm!;*s25$08GdIDi`D6$fJ#) zq{JY!1zYucnv+Z*g2U@JGP==k0Am+et6Blu?V&oZ7{Bs=ifUKKEh$GH=)I0utZc?^ zVuO3q7=}bt>F|KBaZS4X_gyX%g2-F%YNT9_C6?>VQH>mbV(w%)J3?VAvSQj5%R-hq znP?*h)8n;us=VWq<~>6Pl_OxRy-d-)-Hy|oe+b6d$OY}gc(bF663jL8sCd7Q-8r_ zLK8ZI)0ez&Y9>}}49TqvAaieE3L*Y9pi8c`sui#kY2FAZly5cOo>l!u@0BNH2?@s6 za;_B1RDQQ9af>P@ulMlI66b7L+nWrmF zXvujjDe`P>;l}~~aFiXc%w7IefY{tXztRSCOU+)0wAj(R>e4LTKRB@EQ~f(5oWpe9GrGcA2iK>Y`h5Tmf5|ZgD$G->IoR_H0M* zb%bmq+wa3h1XLaibp`h}W?DlI?JkCdh`1R*CHKS2Z7iDwHRDhp0Sj#e_1=3EZKCqv@CQS6f4^0p+1B= znRS+K*LH23vfThgA0SSNu1aP%7pBLmGP6aEWNk9KCE_>{R@~DNtP9~CBxtG8jZq=i za3yYzA|$i5HM+)+1AK6_XasXpJ{2Ha(GIrJ?i->r;S&Bg;scNg)P#Qr{53$nrBe+NBD64sGkkKDGJaj2nrrIpWP)K-|IA|xsC3- zAt4Je`Ps~Am)l7&Erd^vIm;NAq}!+foq{;W1e;J*wIsF9EW;57A;HOI|J8)Djtfbk z598=tiu83(TLKK^)UNk-gtnz0k1Y@Lt8-hxf1rpM-)^e%gr1$Nn#R$#$OJN}tI>pk zECiEmoxdFLZZ)Ucr~rea?;~qfD`309I3jw)?@Ug*30+5TdC{yH_ameHZWI^1KI`&A zo=vCAD{=j+=3hfgO7N6_9LjG#$ZT&)Q3M*WJ|>KjAbBz-DOVdd7=09jG+XpJWC%Ck ze}SkP37#NlNaTUvv5gVGf6(`*`BU_tC-j$j`i;T`q?u7w1ySSM=SEf8EU1 z2euFQz3|m0C!0VW&}n2kpytwou3$Nz|HcX)*Y@l1J`GQ;PP!&Ko+yZ44o{ICX&}Ca zN7YEU#XdaKb-~3*l(OIkb{nJ7=PIAe*QL+5&HsX-X5{Uq(-u;&nGCUdAq6^OoL-YM z4kVq^YcjTc>Kj%ON4Vhhnp^=tf3PZI@b>cZkMVz=@b#*U_z09Zu?%FUbjK!i{J;~f za|8cgm-pQ4gGJ`sc96f(A3oKFc7T-8C$#i&J|&Twj!APPPTwwh?1u8gybm}5Gm4o2 zgISJ7)X0SbRky@+OteTNjn(Fu;3c%0>+t-znI3n9+EW`Ihf6(?>o8}?7 zw=!KBW^mjGza$Qba-zb;t0T6x(tD5poad@y?Y#_2wKnM97ZOqVm4c8Oa(1z1!>XF# zW%g-SB5f=$0%{;1z;+-P0Y&7C9RFZKi8Lu>PFqKFU*i`7s*0|MY1wN?|I#a^i>SU* z_EJ1MwuA}YUOC2|SwI|Ef6mvdAb$XVBFISwE#vpSAkWgj2GD|hQ{xxolq-?>!d{T$ zpk$hcGk3exmn?sfzLMq680?{p62N$TROhs+MxZ|8-YQw{cpi~DH7g81QrfV>Z~+hN zRmcmVV&%?WkBU@J1MXS~l_n1^#HnWvGi|l!gv)y(7QIUm8kij9f4XO$=+t?`$~%iE zfoA0k$#6HUP+DIUomJ$XYqNK{$Y;pq0sIdI;MSgF?Y-6`7DSKGB%YzcKK|R$Or+OE zLw-i{v$uP#>>xBT5GF>@K%9jp?+-4esC%E}m}G6#y}yEAtrX2{mq)T0|u%w&-yv2`{ap z$D!g+T2=}ytpg!MH>@hROGdLI-o12W0*o#WSHI`Pc*=VJZ_sk7qUA*Y7ZP`X#>_CgeT$nvTFly zp%b-b8IB#GQ;3omlV8UvwXB#S)wwE1-lIV%=Ovyge>GvnXvUohG3)bO;xA3{ycIX4 za%sE<3<{EqTC3XNtu%g?X+L}-vF=be-^LHYr7S6s#(NmYmadIX3L#CGz=Wz`NMN0fF?umVIN zmXtOCU$H97OB-^#E;2-t*tVVENRi-%X5rYZOE3v98bJKZ_F%MDB`P%DAIGX{!XAA6 z>HrFY^zhknT5aRXp_XTN^Qe-@^N0IY{kNvsx@u8*3doX2pX(|{=3 zdd1dct%?Zy#ie6aqG4fgt_kH(6+& zcCP@WE+KQ%S{0ERBMFpGReAXYO>15WWxuQ`tZU*S3`P!bYU($myX^2M*MKgU=BkiM ze=A@ou!1q!yzPj$0!vO?SS@z+N04Pvq^9z_n{A^Mm2R-d0WpT&=9oEE*f%>V#|A8H z%3FNgpv&`HHG-0><=2iPPqYKfYyRStZg71RKl(H(0EKiF+$gbc;0bad1$=oG-Ol@x+yY+ zQ_gyT<(y4?xeXv;WxfT35N+K6L=p9J$lU-$>ZGDSqMV--vFuOdAfilkSE~n5e|DxI zLwNj%I5-%Ws%lEhGgY^MjODTZ>>}et_-_F`llu*zOQd(Js|IXEl_io``Bt}*jawAm zf&Lt)T@uY+m)D4nuF8pFCnu7p{BCO|QHVEBb7UFX+bqOlaB;~1%5l7@wHOK6ENUCp+jw~{Xkfm|kc;GmKW32pMfB;0N7v)@WBwC5( z`exV022bSsEs7)GQ{>DJkcj2D0fSciV~fHCZN~_qv6$^l>jgHqi#6UHVN^ zLLk`X1`uV+iW;r~-0~6#L$!hAA)-MY+rTR`uFi^3G|Cj&OkRXze^SdnL$uMbAxyFP zNu6q}qUI4VVeJDCdDm=T0T!QYw*iRmfGxn%2HQg3;MlNlgKg<86Umkop{Q%FAUzL+ zQTDKTR0d(J)rh|JB6Q^;OgyHBO^qV&h);j4F>?bs!3SZH)kiwY6CqoepWqLmL^(8X z0J7MzV^vk*JKHRpf3|Z0c;TwWD~`meG33uu0DKGEQD?16TI>i`bm$ePEu=Npgk;DK z_OMDP14c!-0=6R2Cpm4z@6|@{umSAoLp_w0gfGD;|L3Zk?+_He{gH~C)QiT?asnqH z(~3_hn7An~JOFIUd+L{!e^33g;#({a+fi#Fuv}nZ0Hi4Je=Z=thX!E$zXQl|TDH~+ zuwFrokATvV<#>LzVuR5?;FHrQkT6J^I_301*pop>W}G>qH-V5NE*U(~Tn~yH#H$yC z%qZmEd&+NoQL;IcKIMOP3fq!8@-Y??ZVoXPQgw*VYg?*m1t76ga8a`=Qtqv8t|dqg zw}OhI;{1+0e_JS=Bf_*Z8bEB{jAFX5Ldgm3e7aJEjO9kw0GU!P?6CrrM8u@2Rln}f zF=jyja7pIANQ&{jR)l+sObIGvO2wLj{c4R1dQU^w(XS??ACdc9w7<@V3|;wp0TFQG z(V7!wC%emKS0L1xVwW?XKJmm(^vu#$(ZWvpn7Bq?f7x*olKK~RrIT4Q$cyw+{H!Sm zg$;lh8KrIj4jIDfX=#F}LvkGA+GXFR=Ji>M(S*q5I)9;sP{v7iLj6fZ?G`QGAHNCK zSF(u~-G|D_a{8EqBUXvIrsFu)JFDnQDBD79o`{F0IQ&OU(I1q&Pqyp;vO&~#Bw7LP z@@drofA(o>y>6Vxc!N8qL*r!iL^Hu30Jal5fb7PEE6{+5Hn#($Y)M+E8%G}WQth#E zA|yqZ(DThzgQw*>ZN|4k@ZnUg2-zEnDs!q4waOCcWiYfkhr`M9BT$y^t8 zy9&AQ&s@0XWzcd9G!^3(K;YQ40k9F2x&w3pf4Mep1q}UYmYuZ)ZcblWqX>E^%_wi6 z_sS!lLiE3v-*t<&O)!m#z2O?5ljRoTHz~4~r*I*Y<3J~qq89dPZH25|Ss$7mS_zTW zPR)=d#m#WkguL)#NP8mmO>1?kCC$&BcXkDc%<8fMBr+w=6uk|J-cEpJFxsVDySiQp ze>1TSI5{2~&sGyA_#mw0q2T@FKu8QxQ;g~ZbEELgssQcD#2ZzWYvJx(Jypd!Om$9A zIKG#`f?5G^PE82UwW?4_nd8+sVy}S7zzV-OmgW)Jtm_8gQvqb7Dz%+wNfsoFH<>$M z>xC#4RpiEv*p z5)9k_pyn2{KB$(D0y$?w2ZVDBXm2!o7b!N%R1k zrTDWKo3-GL_iHV_f8I9K7mM3K|E}shssT~qL=u`6H(=3MC)8$$?w)oX5vl&?AK=i$ zwNe68$mTvZ&_^=j8a+jDs88-ofB#i>UlS7#<~MeiL%lc~Ia8K=l0t#l`*MW5(Hxja^t=9%wJFgov}MxLJJH3H?_u_a!iu_LY#AAYs_Qvcugk>L#}Xe^AzKZX;b4 z_+nQt3sq4$-yeJ`|MH91mRBwtQD2r%-a<8`_TK&a=9}_?k3^r!f8FKya!D1>1kR)@ z9b{;n7(A?G1s7S_igv?WTaGr5$?w{VT9R}}m7{kc4pg}<9>u@ujGC{s8&eZe{cj*<)V!9zOSm0{}0uhQ#C^5@&g{__|(Z3uh?PhB}a)9 zyW&MkxunPn2XEsKV?-w7;GYja%H@-{_tLf8k<=pCwVD=ah#S{^>qNa4#n@-XuG>MW z@_RR&tC@GnUd`qRbop(4X^)Q#zC-Qa*yB>^Hq&2=<@<(*ckeacf1el_^(xzSh3$)Q zf%d+o(Bez2#h4wSO!VT$73I9HeH_JK_pxFZ8uQf04v^CiH#42>$G*5@ zlUi;n?y`*JjkpJmfB8f9&qoFmg-F(lBI8X6JBwuwbTV>uu&FPNz#D>l_7^+PQ>Cah z+yHH+)CPRbPaZ0*Xw}QezRJHC+J+}{#Hq0b5;38(@4?-b_YTA$0>Y);c=-03DHTt% zzmpa62iANd~6W-&NkS1(6hqKf$M*)^w%rZ;cM zZq*1Mu#eeX?h)p{hrm2vijx)I_9?!bg9)5}nD8oY z?x${nmgwRH?L?R*1yPz_L}O$La2dIZU#KvvYCco@x-jyO=HWWZdCA3sZY?KNaNJab zZFo9YBj1p;!itQn$OMx;bV}4_Qy=gsPb{rXxqKRoe_C{TG66@PwVd}|ldNi12?CPy z($brcJ@{c)L<oa&V0-Hs&D z``WM_;@wG+1@GI#%7IJ{@?>;g$HH;9>{oU;?aJm(kh)#tUAqelxrR5p=9o&Lf}q&d z%!75>e|{+q?(C#trb*^r{<)S1nM-khvTJyx&5<+3jdvv>y&xhkaN=GXD)LkgFKfTu zV8|KN7S(TJc*t2z^_#eJ1>e5?F#48|#74!=vtg%Ac{4hTsv3?U^2tuE?#FPFtNFGlSs!CPKHO2zcbsWKjV}A2RF(E|K|b! zxfGnCGB-rLyC1W_85-QgDX&MCxz6hDDbohjJ-ZMBm?J ze-nBt%r$bpw+@3f>`|~KH7!D6#@|~$c@_NEIP zZpu6E;PI4Wu7Rg(u7&JQhG?FHUW5pSECcVp-2LZ<65*4U+~eD+u$`3?-c$a$l*jIso6Te_hL& zhSXJh@jjrjddWl?Wu{aNO5?pCd!2;0Aw=$2zF(|6OD-^;f5!6tQ~-;ExIe8ti@h$9 ztUBTd=5TEKNt9sZ%P#UrfoTm}0@|}>s?Wvo$g(r7gFgV@&FMl6cO<`F#$-niWiuC= z`L&uPQ1Hg?Hti(K+-rsofNW%hf5KID)MDF>>AH*^(vGL=waX9Sn=Z@8#GJowma$BJ zg0^PWGrn)jQMq=2=mL&I<=O$+M1m~X4J*ejW6Zh(E8vIdA-v{_bgZc81eK2A-=hCK zp}!-?H541TvYJpZJE+G740Ktv#>I|)2i>$S2-z4YV)S^J-PjMC0TAuFf0lj3nub_J zjYxJN&a3Td49Sxtxno|9x!+T-NrAW0gUFq9j!!KKeLf8MLrCD$Hf`R7J*?FWM-TE} z&&qPVWnU5bmPymzIHTSm$&pGXQaxz~;5#Wx&Zywfdz6%YKqnpPC1uglaZ>p+C5c2c z!88qI)si;#e#wZFR!UnDf9XW`&Ag1L1&XaDrxZ1E1Mr=^D8`BoM9S;%@AHX@Qp z(wX>VYtOu#@d&=BI)LY2sA^INF6u%uZo|rwbu({RVcZpFZFbD1e-WZ-EWL9?r+1k0HOJO=WiVhp)+kf?fMB;FR>Q@H(C42G@QJcA6e%Q!&&s}EaAH3n= zAh(iXp@zb8Aj`a~SY4Z}yvRMrn=ExQiz_veB3C-g9U#Hg4)wL*A-HuZLP7x*RpS+M ze+M5NgGhH#-yguIe*zEzFVy`^&n^Fc}) z^Q9^5>0~O>0E`0N47jUuEtEo7=jUjnZ1@DnDw?BgY_0{#e_c67{OVjgjW#_decUZ66uRJ)~1oKHI@zGl*ryU%Q{}5*FH3t z{zPsX#gSwqxhem<4{$l~i?GU?(8~eUPm|!)hte{N2lNI-*gd&UghQOJgezd&&&^V{ zy|iWXos<==f5y_Q8@<dib1hHJvwkmv1P|GbG`aD* z1i}UiYZRv%nz5M7Q$uI@BVZ17L4$9u_$p!ByY_<^_cAa~`NyIBuBLe6h$J;!on0Z? zTu@}VM3z)fWVZPuPVi30jEdw6IT5x9VMbSofpL!ce_SJ(k4o9ph-Ils=Nd&t2|jIV z#IhYfqQgv5@WGLgL51uJ%UqfO_hi~0l0eM7iI{mdjaoB?vZX5SgX9FJ`x#6lQ>H&BF-wZ$! zML)IA{GK`u#4YkF0|0oUG9H9Lz2d*l@IhEmK!QCIVv^~Cu2Cj^jf7@85OQ+FOiUA! zST@9CjkxN`{<*2qa~_O zEdj0G?0hF9j}h^(R(6&bd5^ZZ@FT`UCJ@%4eb$o}IJ!4sXqHiyVBFi5gch+OUbpCT ze^US?qFb_DzU4UC!|VtrgO~tsxdJBFjL$B{U%EMan$Qbmku?K<@`Ph(t;_44EuX zl7|;XC|i(BCT~x(0-YiF2|fT=&NRhqf8{8%$X0v&dLm?#w8d*ejsw=FV^fMuZ9l;W zpb|f6Gb%Xt+jt(8W`sb{=Qp9<5Kf1aaCwgq>~m>K%f~=$4b9PePk7!{toVlzb;fzk zF<5L;~?%3m0@T(&h!!z`Qh+$NDMoLb2 z82JqNAPiXYC#wkm(ru`=*<+11sEpAKJG&g1AvgBJ<^jn5A$p2%Atww$I%1h7LXaJc zpkE#FHh1``8mz|nuUnyQXpvy|;h6!y?nOIRbfO}Kp5^dh2J5=1 zbAyX=O_aV4AA|u%C7DKV!Z6L%(Fjbbh#z%Ek&>c04(u`EV+)OLA3z^2k*bmKT8e^5 zJfhQT3K6&t!=VBARDjG|9Qmn@2$jDHw^PgXiSVgRNQoQqdCJ<3jU0Q)DeHKTpF~I` z3ZHBy9dW$Vh8C7Zf6g3cBNB3yFUSb3ANB!!Bf4@H6^ev)T6B?Y(d=q1qT+L!RD!5r z1e)DK(Sj!t2|PT2zT{R4%mXKevR4t-O-VLqni;KCZF8*?b){%lD$bJgPO&1eVBRba z1(<~1W!mwUP=Ad7^MtR2Bo;Je7pMG_8e;-IC{h&K6%E#m&ScE7= z{*jcQD?qlsQ1bp}H8cYnk|M={css;35HSWO=DqU2bZ`Dh+7eWhAYDq@PJpkat*nt2 z72qIkpBC?>?dUW4J)PdCrF#j#D?J6d+A8w~-dP2#esa-s^8tLlzIk1))u+w+b}pbE$eEB3N=tNBC z5Yf@EmDS??H_L{H4bc|ErN(RU)i^1a0p><>lz*<}e}n@v`>Sy9q^T7Fd*k()Cd)*$ zFAPiv=Z{1A-2u_oWhd7ixY<<Ps=Wh+OcOSr$ZTcx8W!sk)Sl1 zBMIQSj6QJ`EhORCs0gueH?cu#owl>@My_c1#j!MlyhK2{_sG2fUoAoqkyBZ(!e$C# zNHM-F!yVw)4PYS#bC`3$bE()!C_=)xayfe^J49gphSLq+*cM#Zry!^JxWlcB1c+^kU-osQ~!K zf0epd&{}vI(>z-`VwVdI$Z*6^Shvh8?ek{`KJOCXOTj-tqF#k9KdOwKwOKQWzbRo-P#xp??CX2L9 zY65h^mf6{-4I$>bZY6wb6sd@L#6n1bf18>dAquxczJXsH32`F}u_D4=L;eDMHRLUL zjvPXgRYP8z3%w_b@Y-C5u+C|oA#$3IgQw#llho8|$t<|(U z@_{B7CQ%JmKOK9TFsj~@m*`b%A+qs6o|@AE zqRGS-&RctlHpD=>U^5UWe+TW>P^p$qtItJVw)Xh54*mo9W?E$;40*SkRv8abWAt1g zSEtV_z+(}VLkOF8V&v8|gjYN547l65(}iOTHbSTutJ(=Dl4Gyxc25G11L zdo;FX*e1Z&!zL<^Oy(Nq=KRx{i)1NYuN1PF$>!Kh=|#0! zmfNrNB0%fo@@rBGRijd5}?Vj^RcpWKr@P}iKe-;~;0r*saOdhPbpY_;L z;112R@{QPMQ)mzW%}Z}E|2P49KRhYkS+<7(@HLlIlO_xt(absk525Vl0mlP10HJ0> zNN)w;^xw`@YgKY)HciqUszO%T2|ftP!9^PH^&@pcIrE5;yO}Snj8J!gOl*(MM5=@u z&Uzw!9N?WJf39`8*%~aLOap#(0NK6}RQus@qE`C0`K(pRbiyQI0}!P$dZ)jgtywy4GXk62=l(IIJAy{6K;~4Jc@xY8)c|2P96?OYrv%uc71=*ZBlMWRgjT z`4n-3HiU^>n!@cUQBSsjNSwC~fETo87_$O6p4A;Ie@^(s^Icml+6@UQ^Rd-ED3;KW+z9EGlwQ0L+6(-KPO$w=!y?f2Ve^NMSS6f8TIX^;w|{M*zfvjvGKr zO_(--U|U2E4TxOTyLHZ`=9+D>?l?70=6EcAopa5SLq6{oP{|a(0Z4CJ#D5K_#Me!_ zaqKUcmTecr20l2JL{{llO1uE~g4mu5TKJE6t(0X!T#-SdotY0BGM3JO-VbhmG0=Y` zf3_dljAM)8LE>%A(PMreH&qc8jQ0u+kXc``cv{;qT)>~PlzykD4SmN^gezdX6(Q5) zEdEu9Mz$OR$=C;dY%SPD?#eT^2fCaWybyGGmQjA;-+hpIVu-FcHIw_j-uIF##}GwE zsbwr*WTlf~6vAW0yBPpvNpq*B0Uqnsf9jT+updG6)w*wC3yNWJy;?XnYY_Z7H-JQF zGrs|3+0R1V0Yv?ab{#zc6+8C49|vMnkPRzjO(*gvtR*>N2IoHQ=LO=}{JNE5{8R`DUxTKr1s zzHT{pGdhWmP}kfWgOFt&mK%Vj|Hnd11s?36hfUVmUz!n=5p7v-N&|>V5MG;&HgoPm zBB2%(lb6(N%wB+gW3$O#ZR4S;a{HkDQXt63A@@;F#r( z<}=|I=Zv%m)}NqF1(&oUqdz{vXxk+2e zwDL`EDkNi%-%>uEn>c_ZwnM*ec3Eu}pQ!hByM}98(GKKz5Vko%PpL@Hz3#dU+Y|yV zWi@nc>N0$h88Vwn9{D0+#DJ06MkDG1hREGe5w|ap^HxI0V#%Ae7;5c_Jd#S`rBYw* z=)`>Q*H7sqjg@8f^C6xx_e&wL_mnZ!h&8|dq8Z1HEat~Flu%JsR+0AyuS|oLzWuif z1sHgJ)#`x(xbS)qd6IuV<-?wn?6bs>`trZ%pMl>DyWWTxrzjYrWvin2qP?3AEt_aW z*Dp-w05(4o7mwp2B7_j0x2oCfj_GP79{S7Pmep8}e(aEt+Bvn?xsNMCXxN?6I?yKF zXRWWpM;F_-6fRIehRax0ScOunX{xB>hQi-!W^z6KnMLad`QsR7(I8WW$eyeui$Lqy z2|=~x*4g9H&i)#F+?tLXDT5d7XmVG_Wt(L^3f&SQ9%^ns5(_L0IQ5YVn%|eq zQRrpLtEV`>)Hqb4L21=X2m}+On>jAkHV@i!3ka(NEW&25L*?Zo**H-3$U<1FZONIK z`>=|&KF$FUkDE>N%&LB+=JO~238b-3j9D)U{1rejS5#1|nO^K-ok7}Pz6|QnLkDMC z>`+vG`yY@dx(2nbte~Y6DMET0x(dSU%%fH^ju`r0tEe$b2J+fvVicema8Qr!bX$J4 zR$i&+R$|um{jC1Z$~@vjkBO zdM=zOsBiw=vv-E_{bkr557~seI5h|`8VNPt0^y&o&!Li4d+%WQ9*oK%1F_}hcBl+#o&fRa zfH;n!x z`Cz%aql$a>1j0bB^O5PolT>8K?$neczIdnIMCWy~)<6{tipdY*AEap~%!6Wuo)f#XZd3iZdtbTpD_ zj1E|QC#2q)K$%O!NHKk${zJZ>v#FyxL>_gDiJ%4jMOf-*yJ;2;)nOz3j;0C2AkGSU zV&Z!GH*);`TWHc?@vB;d?-+<6d>&;uBe?MDlnAn7Zgr8!C#T&Nicu^bth{ed^7a?K za3cMP>0q{Qkjc5&1^}d7l~WU|8GX=I+n#d@Gzhj7&7qoWTQwLN+#YfXBN`oRCJ+6B~Qv42|rW9%*_{sB_bvn-s zhC90#M*uqnb$%ECXnU401*e{_4o`nxfClc~5;Z)T76^GPj;N?Pn5S|#4Fx~zE}plu zHFkp8;KWRBg*`;nB=)FSb?$9QE+*y8SSzgTanBd@VjOVQ-4o&_)UcOypSt73Uvv)~Hpo2?{&uilwf|tGXp=5EQI%DF-f+SnG%xLHu5A-j zEkGE(HRd^IM8tKN+5qs&TYC;f{vNe`sK%;;ky-&L_YK%VkqOO5nP|=2U%dZduU;WNn5ukrJNTix&)C8vR?KTyKrZNgajI|t)u;*3 zCDfCv>=e0r$1yUnXJ^K%RrFZ7go9Izn|McOu{#Ta$?dgh z6wQO#4CzcoxasHbM^4uMx$LkQ(X#fjR){{PTZp)uv{e=t9?8Vgi6r;@B>QnjH{SM6 zhoHoIt7;$DbbU)pyK_?tno36Lx`s~Gmv}5eYtuh#Em|+1j{az|_1)n!p8x@nh7db5 z){J^I`{2(^6)DM1YFaYg&e0!yX`n1X7pbzvcGt%h@j*2CEx+Ujnn-UUGnuni1H>r% zNSbg9d3qN7nXgq)@(w&6 z{x&oM_NW`BFszjlfSM2-(EhIaVY_su-LQ{OAM35+ul2ITDEn`s%*91!6zDMKR*p)P zL$Hx6uRxfFQe#|{@|xP1fmRhwojjL_LmJ2TQDC&>d^Z(G^QyO{dX!sn4(;H!cWaA@ z$yAjMD|o}9=P2+i3o0P8Q$#`ZgorRdD}1{RPZ+fu)hU_fK-z?7h1vvHDiV7Wa5eq- zl;cJgzYSt0+TU_JbOmq)-V5Fy)uz-8_I2B~Cy0j1g?23Z4eYLvl-+_1BJ7kn53mJ| z^jIWAoi=Q~U~l^^Cc4ofYItOCDK>WW62nNVzoiEL!Q+b@w74TgRK_Ie$cwidY?gKR zU&D9_qX~=;2dP%jO4D}HNT;LvFG>w>QUtFt4Q}! zH6(@fXG{2vUN|LiGnb8xvrKp;&-WNV*1@^E?F$~YIs8ZHu52v%dbwVi_Di~C5Y`~A zy%bzs44f+;y@5B7kL(C9?tY{K%1G5z&I$sghQK&PhgY%D1%HZPBcTQNHR z3W1Fx24Zsy6yc7>Bqxy?!`{GJ9d||)cOL9WH_WAt85G)jo zgmdx+xk*XKD-Pe&Hl1$|>c(x02UPbH4hk^FfBxx~*{e!4zdM7FeS0KD$_&`zB(PU( z;|6;o9sEIbTa6J{*9*&~7!gla{__1Fvls|Pi<$&^QCrSSyaSxq_FN-0`1JYK;`;gg z#rpHMr;--k@KBizGnZVBnTki$svN^;%xg0n|MA1qo{)>O0SokC+GQIL(N- zHkt3bSEIk^sT#q%65OQa_yy*th^;i&`g}Dd#p3516j4U2y7t$WXlJMhiu0sd6)Mnm z>rOZOPmD7X(7~`>yKo-}KIpOJDd!d8YjxDMz(~9k^I@O#ElZ(BTAI&Uls%1Z|KyO6ljty0E{piWxzmGt~Zt8nCVXC<%pgi~z)J-)|(7w0eXq+|)UJ zZzZG%uU)|eP0cDvo8fK#fH@rF+cZ(W+o6@u3|svJ)_xaSzZ(k@J0|L`j8Q2yWdQvm z!U@I0pju3`uwLUl!lNJ_rN2rQ8sjFIpC^6?CkEj|21jNh+>>I0|I1RJYcfb9u&1?f zMNM_u2K6kQoo204Ys>+`4niK)v{~FkB}URIQj?owvu&>W4|Y23(?7@H>|YYbTJ3lE zK}gE2r%o)kcesveN3DCf2?!?I(1$5MVoCEoazbY^@viK2#v>ml4`M>{t*$|jVv9Ldr)odjN+GBrW zZJkG?g}{bnYrB07(QEZa@f%{{@8Rh&#timf-owtGS7s&jDHL!d@b)Ck923n$1AH|x zyN9EO=gTADwdAN~Hpsw{PpmC4Na{TWgOHn7RP*G|?s24@*3rPOZAy@FcvJIkRJHaV zEGd+HOW#OvjqO)NGRmmgoZW@>MR>y+I%6w{433cKcp|u@;&@Ek4P`83BzG*ljqs0# zyi)#2YL0D!87(!EUa9vbh+IT6TO=cU`ek%+?__B~^p4^=A)eH9PkW21v~Gz-B0HMf z3LYpS8vPCksUBU|c2tn@o@%A%a@~yol#CUZn%F!q4(2vVRMi}8KGB9U;h`(jijrv= zoLe9}CRzN;|z;gCJzFzz&SYs^7A6jfYdRs*AqMBEdR~eLte{77v3riw*-_8(c zi;A%K7&DTB1$r((2qGeq_H;>;1gA12CboOk(9D4eVu}bq=CExmE==hM>RFJ88m2V3 zTA9}CWYx+;^_uUwQ-;Bqz8mk4=J5`E5!t=L|M7uF*#aJ-K*S>zubA!Y``1XIie30- zf}LkXj#W}Y+P7>@d_tF!?hIStiMeJK7_Jtm$zy<8^xhW>iqZvf5nHDd$SgAAnIttM zZ1}bUAMn4xO%&ZS)8&4(grkFQYSz+Fljb>D9@FL{A6ZTfGdhrBXHf`uMe~r24BxV zJaQ)Z?yQVbOhl+!hDF6OivRIy*$9*T5q0}TyIU%u$CB9Jb#-aw6rRSFQ%+t@8BnfK z|3H;`Dq_xuUjm(8+pZDZYRRJpT6z&c1rGwqEteJ&6<~gsom|B)8^^Vob8G@%-z@6} z`6~{MKENqkehvsS#Ulf)t2ja&G;-n21eYkZ{ZcmrwdAHM`+*-~X^Q)0`@ibg)<{}8FGg_V{@AiwV91aHNw>F6IW(ok zzPp%8587GSR#TQE=<7rl{8SWJ-ivoWHBZ`dpd#~GXCl-Jd}7c2D;51*v4v^W<@E2m zyN4QD{*4m+7Lm(%@#)&BGrVxNT*{TR1aCU;M4xRfACFZf>MaCsBwUGcL!ZjDLWU-? zPOL{iiqGrE$^`y)m+X%P`;RVTgRMQ?sfZ5TGue3PmCC)E zZXpfp{(O9igur3P|1gfJMYJ2^Zf{bT;P1J0kCtFec+^X_Y|<&xu$vC3CJOr{)aX!* zQtmK>&6CmP5QV6Jp0r|g?cgR}zggI3A8SNts;4Z%T7^QX(iXHp)KJH)oCDja2-iN( zW<$M4>}SRQ6?b&16kaxRv7~9aK*Ay%Dc$90)LPQG@0-yWw7o9;d8`AGrj>Vo67S;g z6&wPj3gXF`1Chde-!0EjOh+MjMe*<$qtP&G5fRSH2a`Fui1f@B*K2^GQRcwE)n2#} zszhD&{dzxekpSVKhwH{scLk2_;}|xua(uj%{E#T`gAC zV0F#GIG|jz25R{DT=g*&&oQv(_ShF0-HGqi4MT@Ivl1*AH$oxUwqeaTkr*1+!ZC}^ z2;|ctDgw#P_VI+!b(w$j z7GWr|(K6^GgXn(qzTB&IvV0z~^uR38efp-19O4;a`I*ka7CcqlOqHmE+3AB^>oy@V zx^vo$&pxww>g%hR<)d_=PNF=EDR(4H&r%UJW??kobIp}_pu}znqmR6M=FM)6KSJrD^ymY9JTtJ@r1Z1mnIKO4v1r|)3hM3+m7RdwyDHm3nGI$o?f@Cld zid|DWW=l7Ua<&mFB9DeWK^ghtLN=B%8i>I5`blcJ*}0UCLi$k*EaeqNETt_G zMdAhU-n9T^g<~GUw_;}KqkZJ(mDEDYlQPPvb2`cbT(!{X zTq&i5M;>?_R(D7J%>r)3#9oVWdXi+oI~Bh@i@y&RAz!>a95}6f8k0dNehDV38{1LH zR7tn6h6u?C?6m3j%hX-@z1a9@e&Ra~ig-2j6xGz`qQY(*JWSS+!QbWA6%BW?-a;W| zueZ6dQh3i|Azvd(A!0QPplP+VcyzC2Rusv4&x+gl&6n#ftLY$!Br1#JCkLI2YUnWf zY6f7*R01k%Gt}&8$T30Nd(g*~qXz00>bZzQh$feh6Zm55l1{|oz5}*o&qDddC)x*b znGm)-3K9?|F-1}i#S?YS>M`KFqyQm{uRdju3z9u;vo#X5df-cI^FBxadKSQQbOK3h<)1~Zjfs4>F$Xj0@vRVs~L3Gqvxy@7kot+{{ELk zv8nUA%xx{zi}T+hH^s&i3e2o{(1v1s6=J5Kc!CH{P|>+22Fc;^I~3SI{*>zdF=$PR{IZdi-EprYloQPC@^xn2zH64f0QAV>UuO z+3!Vej|D|yB@4=dm9$RbZz}YT1qPI+1X1pHyt!)Z#R%Os$w& zLsaJAxwwo^)){X7%$V3tf(fN_&%7%D4TVK>2wjJ%^A;qJvcoK`t~CROba`23sKNTN zbLN3)Li;f=JGGG9HC!PURSegmk&(Wo3_w4JKs5hS^-(kw^g8ijH$Alj7B_;DA_j}Z z8Hw+)`3t{(u=U;k^NjO2{biXfG)Rzd`cn0vZr zqDF%JX4qKdiIekWg5ovD#gf#5Z!ArvCLN`Cnt_rAKn(HZRu-+wY1{x};Z?X5ZBE}jLO?WhW7(O61hSf55pGCWlSmj}!|^Ih|hS3wEWmNP==0NrZzX z|K`z?>=jk=+H(cRjX4HQFfg10t*Eh>zpGwEyZff;+hFe?9_viVvZ?}AhEG9*%W=)f z?LX#w9(l0U zzF7LNJWQL~tZpam%z$a6B~UdLmEO4YAN2e!0FxaDX9WSg=33=8cF6G#Ro*O?*u=<) zlG2?*J{_A8Hy2iH7TY>FA!(`!S`G7mg^LKSo(l6E41aqC>pV|@Q1|u==A^HwDL@>odfgvVIuL3DO4c7v!-&OTI___x4rdA3?rQ)1)_Y{=aN^B=c#BI#=uO3^oHO;o; zpKTMD6MahmJs1D$=(Xk0^xzeT`VQ`DFMMJ{s!otv&}{S>wvdmgaGI+ICssbLSs*?G zq5_@n(u&N^7|2+;pt$#@gc?VmekEGlcqfG-5xLWbF2i17O%bbp4Ey`Oa+CEG24l## z=8)rgz-&pi%?0rc&C;D1yLnjn3WLm~xw)(I_Xb`1LZT1zD5Bk0iJo>$lIx8Lkih|h z_fhG@Y6Q1&wT}n2t*`EtH9K^*+JUBD!mSS!nViua2PnQnMgEEq@kd$Pq6R>r6q#mb zeEe7RR33deZ**HIV#=%aCS`6P z4x3d)kJs)R1s?H*+EPQbs5VSSfP(X`V5g zaARv53xaGMVn13vMGAZ+O0d%ZQY>GNn^c<6cPNN6&-Jp{S~>w<-;T74gPxijEYEpX zL_rQh^@1xi1oSVmm@DStJ6u@Mx_tm`h{Psl)hOd3@%GY}jKEBeQ!cE0{G-%%yS#YI zc^7h!)T&NgpD(E*|p%CJ$U z&|n*F4vUc|?4`NPwf8^n zI3c9)0B{L@?XUJ#zK`xL%vBjv@t}9`AIdQ$$}#@~4?}c7^CqjBqGe87<#EM9%3pf0 zh^+c^Blo}$rL%PKxqhHW^a#eco}hiN!GBIln?CRv3Wrr2mOf6=e^LC%oiAW>-EY?( z9z%rozaxZmVNtaVeNj@{p8B!wB~G5y2HTStAC!0oLx^bO)Jn4KuZnC=hA0&7K~k

XAJs3DfjuUuty8KO*KJs z7-1cfePZEG1!<67EM#MZK-X&Yn2eK?R=-z{yUh3LqTGDrkGiXFa5+%>9|{U_|L<2P znbg@`wROu9zTvzMTE9gyH525Dg-|52L#(pHM-EZ1a=uH@KRV8%DUHw4aDiuO$uWjSSEdz_>MDjp!tqux+rUyMj=vB; zxcPYg#%igw8n_bntr2Yr-V_A*qIP#Q=9P;F z?(^XnvlOlF5AuhS-K$!i^0jDS0{=$Dje+ea(-~qqNOTm`WI>COQ(+=55o>JUAAwBE zgKd6enh3f^jxM+k+@dB1w8cXGaR+YR=*(1x0X8Coi#p(PE5_IQTg^3y_JtF zmvI5{QX42HPNuidSOYZ#JxHUqp9E6d8OGJqrYXN>3>b0<41ge;AV}aGZ+J5TEhpm$o$`Gjkm{=7-oHQZ5`=A%jCDOXxOQ( zAuBT+xV$Ys)tiExoIL%mcVGR)1Znv-zg#};D-Fy#4~<-jCEJ83)aw8{5d}d&Tw3c7 zDzAQ#&R;cqvmIs;Im|t!5GTQp{)MzoAt`yKo23Xgv1zYk6~LOMlCR#9&oNs)V|1St zDveBL*wgPJ!I`SEQ?*T~T3Lh2&KVSqX}^?I9B$8@m;84}f1#7~)^vadCjFwt4x6Z- zzCtn%f8U%>HU8cWI`Z&;tOkNie;LgmA9oSu0(me552_AtL}SzT(Lj5$JjDy6AK1Bo zg=UqoUnQ^FeLoFMj_Pej zsxo)lawtm1p)8yhI+HTYleIRf5qCS#OW4EZ+?H8nY_@4_Tq!mV(ZKOrQZpl zdZI)xk{UaBhlLH)V~helA|@~T9J$xXNGjQXHE0cx7L zFz}2ZR+bU@)cC2q!j3)G8rb%RXoN8IMC(q4@@?UEVBUR&qhABU~bP zPT?LNCbWY3K{(Q6dH%KvM-u6xZ>mF98Biv;I7$$I%WKOa^bl{GR~>YxNy46Ev{Zlx z6|E^TbZMf>Acl&&cB&z&c$d0`nN`^!t5&g{)B=%$2%I&r6?zHf&|S44e)@xHddvhX zc(x4?p=k(G=B$g&H6$=%PLcIPgonbv2rLk4&DI8s>r>NAcPRZjA&f(AHO~>! z8bTWz`@&06g5Nox(ma zIR)$(5o#tROkf5M-E0HXfinF}XxlRho>VgMPncXTIDZi`?{FY54~4YU!aN026e*cG zR#Q8!S3SjW0+NHw$*={)f zO@Ps-o*fAC0>#(`dJ7GLE1$sMP#mxCFZnhBPqAUt?hdmmggPtPi9;j?F=y;9StzVY zbKq#=Tq5&7mrPc8CD*xDjqV(_>>!ChiTtQxNM8oNZqB)q1Ugs#$&Z<4XJ7o^MR`bxHtvZ?8`x57?@C*|N_j}}ah^>aNxA=B8 zk(Q7~aP(v4>2~C(naU?@(DqkkcWYQB$_sM&3SMZ?Jg+TfYA4}>h#$MIx*m+4W_Ok z;Jg=OX_>W3e(lX@_0)QGSX^nVb>v0c(~h3b9w9<-nCgP8NF%Iso<3Xl5X{#OsMucM zx4WftBFNe-Qlapsmrg!&GtYJHl`BRju=v_#!!zByxW2vBY4|OhYo)K4OWrm~jx<;V z#N4MU=vF^m;We9baETCvP<3i@S;YU9UHp4+p&fnv&mZj%0xs~l6ODbUEs#-v#vyXY zVE$0*$^rEP8R3zVrx^tYJt~!8{el6W=TKQCT3R^2Fe2Q^{cY*5Z4gm$>thyRR*1IG zUD=!hu@?3L6+VY+%LKOwHZ%3h_Z8%HpmoZ9Nkd$)-yT$=!s^iJ4$VsS(E3p?CNt;G zI!Ve%fEyt>e2Px{2IT$egSY42o{!y%xc-cLpV=*`D)xZGd7LtJ_ImhNph?VQ9=v6x zrziK2tvUKN@UxjkyT&lLi`DcDQJd1H%0b)cz81$i==pDO2Wr|t+>)&dA%P7LPX64# zji^9+QR2w{K!2_%3j<$U7Dyu0(>2}oZ(K@KdcuLkGxRckB^ZHWcx*FCl>VcH_AHb? zt0u}X7Xo;BI@RxGDy12F(J(-|l0s>Lbsr>(+rfGAk+485@_bsnLCy{Ym)aiIM`9@L zVnS6|i4wj9HlrYhp&SDQ&{a9^K+(;Xf^Bd zTRl5Q>F7SGT7=CHKh%AMcuRmsgR`(TFrFWsuorPqb0v}%&$om~=Tvbw`5)QfirV5l z;y#>griy9^-H52m{jn3e9@g-V8cXqzI&r`s=jSf+ARU+hI^7&HC+PzaV!0;Q08py@ zOf1L$H`ez|zwjk|cjFE0J_4EGQe3e$F@H%r19W(?_dVeR@vBkazeI!K^sX9!4ST0Z zg4&mA;(Z#ApoAG=2M4m3^dSFSTS8P3m%H_)=~$uA*t1ctzF)4p(6hW=u3n^dwfW@Z#NLybxRYQk><|af^2$7CmX+zO>@Ce@SzJ7>htyM^xdVmmjWx4 zTT%~h|D0QrK@h%LowbG#Ji&IgwwU5@{uvoBF4`&u#@Ff9Z|Z$M4JMHp_HM``&moyX z@hCn6CM#rD-<52A#d|L!6&50U3lvQn2m+Y;+04ERBizGWbHdaUww#geFYl?YQLwSd z4tyvE%LKbEAd2aMY}<1b0#N7w_RaGwXp>I~)fc!>oYR@fjb1y_^GckQMH8*6NlOnE zlgbUqt1(_O={Lp3ANNPVo_#V#wcFS0g_G^?x7AZq}sd64C&^B3W7 z{?bCVU-3^uVj>%-VWSB#1^OfzK=$9J7|Sy8Uz*bJ-x+O#uyVMNh_cuo-WIUnPb&xt zkQ80w>yvH;04nP87)V&(l~tqeE3)Nc2CZwRH1>F`&ZiAff^=Y`-?>-1Ln<<84Hfh% zH;n@HlJ|cKOf4=z03S33<*648f5ANL?ENfsmhbI=7|)@bc)}qK==3MI%7=*5>oB`@ z97h;LANM2%Dc>h4d+sUP%Ou0p4PCLmUUVKXI$-P4eAo^h4`O=eCWm92T$!GZ3(Q+v z$G;n#*n4lROD@f(zNNH$t>VZel^@l$`2g~u)jo%5qVT6`q~zA-+UG+PwLBGN5&hmKcmNvCx{{#0*A zcw3U%N6C9I>SmHY^OwV-CG31I*YS0NS~mKGK(6Rir~3w6HT5*EuP#6QbA zAl}Uh^n9mDQP)7W%+*W9AQH1z1~+#?b+}e5mymt1J*ERgl$c^(f$^@x8F05UEI}#C zMxEcKW>>$Ak(Yj~8LAOs9QF%IYLp~B3P>|6T>ruxZ)jxTQJ~cG&Rla z=eXV70#A-C3_P=31az^vOC|=K1)QxnL&Cc$sFt}CGK}PEoXPq_f%obNF`Ra81)|{nO4hYT7F{=FW0yENa}PN6Wk_n8YczC z<7`ZP?vVSY&XY5L(Rhio_M#rPbBQ3v>~8)eq#i)IM;-4oe)$dN=!=Ap7=O4NW!1LW zXwFRFIZI8asTVK&PoMkuI^nCR5OW|5XV5lTWVDLUHj}Z#_yN3CzLC6=+GQ`17;T`0 zBYIakj3qkI%cKZj6WwZ-VY)ZckZ%N(IS+3tbRp)ha&?eL*PUY{_$qMyn9r&$?`^aPs1G%Y(KpVoI?XML5+~;~K<&mR{|XIaK12X9`=xG|)Y(Lu)m{Q_k>s zSn#LamSX0)i1ESD&dCcafq+BDpB3M4vaGjdLe3#5 zpgY_>Mk1;qyP^qG*``gQP+)t&XNvEuiV(*NLA|P#&_TY^6K~##YV~QU9-PO&Pnu9K zSvyCvK^DwS(XTr8OlD?JVtW2LWGpXef8AHyy!DtIGw*ruDV%Q?DD-|m>Ga~Bk9)iQ zXEZ5TL$dUCv^anW;;tb+y_fE0~YGT}frmn7_A+K@7pPS+@?& zdv)<=)|p%NV&U|nD?4g(8<`*P?D01+t_1WvZ0T*fMJwJ6`VSOKS9=tKw&put9>tOj zQcDW=OvgyKb@$)9u+hcKxFKgVSqV5< zz|J0+z)7Ne+NaijjTTx`(Wk3&4Hux64Ge=Hq}jo;72h`7u&xUiQB5}mb<=&f=R-IQ zjQ>uo01*ZHi6UtYM}9Ez#p(3k0)7bTj&gUje-Hd+zuKo51e`#t zPeF(_^~zkKx&?$0w9!#r#6h@S*swz9_~%>Nb3N1J@gLEt3-v;39ejr%-?-PNHyUJPHO)HI!%sQX#^VyfvA zXqh-b0&XmIIXhxKkUaeB@Q`n;IEG1kfN@AO50p3VT&w7M5AZjl4&p1?lsFJhe-VN_ zi0C3}aqXlu>{=li_CCs&Z-)7{30$bRZba*i>UMyr4pi7QmJHqlZu&|wt_~GW^J#77 z_!`K!iH!;G?fkhbP=e}ar@rx?{F166^p^_+*nKF@A%b?dC!n?2P7FD8;!j!}*vd2%v^&g|0oImcMVt4x5yxi4Z z&^G2F&Yga228@}x*N1==|%aB*yIWW#z!|e(mIWBj!lF6b=hG;Y$#^ z%K+BfDSaSm`D5ns#Mg{3Y$JP7V$HvTIF~0Jl&!jCPwqs@?ms6y6=mLGic$}+=$gjQ z$&QF+s(RJt!ah-+2YNmq?x*e9wgi0No*xZBFHg5eg5B?XzqU37{NA6z8~pxuUn2PM z`9TX^N&5M5y*%CX_V73j^838vn&mkD+\thr$, $b_i(t)=1$) and "irrelevant" ($c_i(t)\leq\thr$, +$b_i(t)=0$) response values + +By passing $c_i(t)$ through the thresholding +nonlinearity $\nl$, its amplitude values are binned +into one of two categories~(Eq.\,\ref{eq:binary}). + +: $c_i(t)>\thr$ + + + + +This mechanism is mediated by the thresholding nonlinearity $\nl$. By passing $c_i(t)$ through the thresholding nonlinearity~(Eq.\,\ref{eq:binary}), -its probability density within some observed time interval $T$ is split around -threshold value $\thr$ into two complementary parts: +its probability density $\pc$ within some observed time interval $T$ is split +around threshold value $\thr$ into two complementary parts: \begin{equation} \int_{\thr}^{+\infty} \pc\,dc_i\,=\,1\,-\,\int_{-\infty}^{\thr} \pc\,dc_i\,=\,\frac{T_1}{T}, \qquad \infint \pc\,dc_i\,=\,1 \label{eq:pdf_split} \end{equation} -Due to the normalization of $\pc$, the semi-definite integral over the -right-sided part of the split $\pc$ is the ratio of time $T_1$ during which -$c_i(t)$ exceeds $\thr$ within the total time $T$. If the subsequent lowpass -filter~(Eq.\,\ref{eq:lowpass}) over $b_i(t)$ is approximated as temporal -averaging over a suitable time interval +The right-sided part of the split $\pc$ corresponds to time $T_1$ where +$c_i(t)>\thr$, while the left-sided part corresponds to time $T_0=T-T_1$ where +$c_i(t)\leq\thr$. The semi-definite integral over the right-sided part of $\pc$ +represents the ratio of time $T_1$ to total time $T$ because the indefinite +integral of a probability density is normalized to 1. Following the +thresholding nonlinearity, the resulting binary responses $b_i(t)$ are +lowpass-filtered~(Eq.\,\ref{eq:lowpass}) to obtain $f_i(t)$, which can be +approximated as temporal averaging over a suitable time interval $\tlp>\frac{1}{\fc}$ \begin{equation} f_i(t)\,\approx\,\frac{1}{\tlp} \int_{t}^{t\,+\,\tlp} b_i(\tau)\,d\tau\,=\,\frac{T_1}{\tlp}, \qquad b_i(t)\,\in\,\{0,\,1\} \label{eq:feat_avg} \end{equation} -feature $f_i(t)$ likewise represents a ratio of time $T_1$ during which -$b_i(t)$ is 1 within the total averaging interval $\tlp$. Since $b_i(t)$ is 1 -where $c_i(t)>\thr$, $f_i(t)$ relates to the probability density of $c_i(t)$ by +Feature $f_i(t)$ + +If the lowpass +filter~(Eq.\,\ref{eq:lowpass}) over $b_i(t)$ is approximated as temporal +averaging over a suitable time interval $\tlp>\frac{1}{\fc}$, then $f_i(t)$ can +be linked to a similar temporal ratio +% \begin{equation} +% f_i(t)\,\approx\,\frac{1}{\tlp} \int_{t}^{t\,+\,\tlp} b_i(\tau)\,d\tau\,=\,\frac{T_1}{\tlp}, \qquad b_i(t)\,\in\,\{0,\,1\} +% \label{eq:feat_avg} +% \end{equation} +of time $T_1$ during which $b_i(t)$ is 1 within the total averaging interval +$\tlp$. Therefore, the value of $f_i(t)$ at every time point $t$ approximately +signifies the cumulative probability that $c_i(t)$ exceeds $\thr$ during the +corresponding averaging interval $\tlp$: \begin{equation} f_i(t)\,\approx\,\int_{\thr}^{+\infty} \pclp\,dc_i\,=\,P(c_i\,>\,\thr,\,\tlp) \label{eq:feat_prop} \end{equation} -Therefore, the value of $f_i(t)$ at every time point $t$ approximately -signifies the cumulative probability that $c_i(t)$ exceeds $\thr$ during the -corresponding averaging interval $\tlp$. Accordingly, the combination of -thresholding nonlinearity and temporal averaging constitutes a remapping of a -quantity that encodes temporal similarity between signal $\adapt(t)$ and kernel -$k_i(t)$ into a quantity that encodes a duty cycle with respect to $\thr$. +In a sense, $f_i(t)$ resembles a duty cycle of some sort, which quantifies +purely temporal relations in the structure of $c_i(t)$ with no regard for +precise amplitude values apart from their relation to $\thr$. -Accordingly, the combination of -thresholding nonlinearity and temporal averaging constitutes a remapping of the -amplitude-encoding quantity $c_i(t)$ into the duty cycle-encoding quantity -$f_i(t)$ by binning graded amplitude values into one of two categorical states. -This deliberate loss of precise amplitude information is the key to intensity -invariance of the finalized features, as different scales of $c_i(t)$ can -result in similar $T_1$ segments depending on the magnitude of the derivative -of $c_i(t)$ in temporal proximity to time points at which $c_i(t)$ crosses -$\thr$. +Accordingly, a substantial amount of information about the degree of similarity +between signal $\adapt(t)$ and kernel $k_i(t)$ that is contained in $c_i(t)$ is +lost during its transformation into $f_i(t)$. Instead, $f_i(t)$ only retains +information about the temporal relation of $c_i(t)$ relative to $\thr$ + + +This loss of amplitude information is the key to the intensity +invariance of $f_i(t)$: For a given $\thr$, different scales of $c_i(t)$ can +still result in similar $T_1$ segments depending on the magnitude of the +derivative of $c_i(t)$ in temporal proximity to time points at which $c_i(t)$ +crosses $\thr$. The steeper the slope of $c_i(t)$ around the threshold +crossings, the less $T_1$ changes with scale variations. +In a sense, $f_i(t)$ resembles a duty +cycle of some sort, as it quantifies purely temporal relations in the structure +of $c_i(t)$ with no regard for precise amplitude values apart from their +relation to $\thr$. This near-complete loss of amplitude information is the key +to the intensity invariance of $f_i(t)$: For a given $\thr$, different scales +of $c_i(t)$ can still result in similar $T_1$ segments depending on the +magnitude of the derivative of $c_i(t)$ in temporal proximity to time points at +which $c_i(t)$ crosses $\thr$. The steeper the slope of $c_i(t)$ around the +threshold crossings, the less $T_1$ changes with scale variations. -\textbf{Implication for intensity invariance:}\\ -- Convolution output $c_i(t)$ quantifies temporal similarity between amplitudes of -template waveform $k_i(t)$ and signal $\adapt(t)$ centered at time point $t$\\ -$\rightarrow$ Based on amplitudes on a graded scale -- Feature $f_i(t)$ quantifies the probability that amplitudes of $c_i(t)$ -exceed threshold value $\thr$ within interval $\tlp$ around time point $t$\\ -$\rightarrow$ Based on binned amplitudes corresponding to one of two categorical states -$\rightarrow$ Deliberate loss of precise amplitude information\\ -$\rightarrow$ Emphasis on temporal structure (ratio of $T_1$ over $\tlp$) - -- Thresholding of $c_i(t)$ and subsequent temporal averaging of $b_i(t)$ to -obtain $f_i(t)$ constitutes a remapping of an amplitude-encoding quantity into a -duty cycle-encoding quantity, mediated by threshold function $\nl$ - -- Different scales of $c_i(t)$ can result in similar $T_1$ segments depending -on the magnitude of the derivative of $c_i(t)$ in temporal proximity to time -points at which $c_i(t)$ crosses threshold value $\thr$\\ -$\rightarrow$ The steeper the slope of $c_i(t)$, the less $T_1$ changes with scale variations\\ -$\rightarrow$ If $T_1$ is invariant to scale variation in $c_i(t)$, then so is $f_i(t)$ - -- Suggests a relatively simple rule for optimal choice of threshold value $\thr$:\\ -$\rightarrow$ Find amplitude $c_i$ that maximizes absolute derivative of $c_i(t)$ over time\\ -$\rightarrow$ Optimal with respect to intensity invariance of $f_i(t)$, not necessarily for -other criteria such as song-noise separation or diversity between features - -- Nonlinear operations can be used to detach representations from graded physical -stimulus (to fasciliate categorical behavioral decision-making?):\\ -1) Capture sufficiently precise amplitude information: $\env(t)$, $\adapt(t)$\\ -$\rightarrow$ Closely following the AM of the acoustic stimulus\\ -2) Quantify relevant stimulus properties on a graded scale: $c_i(t)$\\ -$\rightarrow$ More decorrelated representation, compared to prior stages\\ -3) Nonlinearity: Distinguish between "relevant vs irrelevant" values: $b_i(t)$\\ -$\rightarrow$ Trading a graded scale for two or more categorical states\\ -4) Represent stimulus properties under relevance constraint: $f_i(t)$\\ -$\rightarrow$ Graded again but highly decorrelated from the acoustic stimulus\\ -5) Categorical behavioral decision-making requires further nonlinearities\\ -$\rightarrow$ Parameters of a behavioral response may be graded (e.g. approach speed), -initiation of one behavior over another is categorical (e.g. approach/stay) \section{Discriminating species-specific song\\patterns in feature space} \section{Conclusions \& outlook} +\textbf{Song recognition pathway: Grasshopper vs. model:}\\ +The model pathway includes a rather large number of Gabor kernels compared to +the 15 to 20 ascending neurons in the grasshopper auditory +system~(\bcite{stumpner1991auditory}). + + \textbf{Definition of invariance (general, systemic):}\\ Invariance = Property of a system to maintain a stable output with respect to a set of relevant input parameters (variation to be represented) but irrespective @@ -743,9 +748,26 @@ $\rightarrow$ Inability to recover $s(t)$ when initially masked by noise floor $ - Logarithmic scaling emphasizes small amplitudes (song onsets, noise floor) \\ $\rightarrow$ Recurring trade-off: Equalizing signal intensity vs preserving initial SNR +\textbf{Thresh-LP: Implication for intensity invariance:}\\ +- Role of song periodicity for feature representation! -The model pathway includes a rather large number of Gabor kernels compared to -the 15 to 20 ascending neurons in the grasshopper auditory -system~(\bcite{stumpner1991auditory}). +- Suggests a relatively simple rule for optimal choice of threshold value $\thr$:\\ +$\rightarrow$ Find amplitude $c_i$ that maximizes absolute derivative of $c_i(t)$ over time\\ +$\rightarrow$ Optimal with respect to intensity invariance of $f_i(t)$, not necessarily for +other criteria such as song-noise separation or diversity between features + +- Nonlinear operations can be used to detach representations from graded physical +stimulus (to fasciliate categorical behavioral decision-making?):\\ +1) Capture sufficiently precise amplitude information: $\env(t)$, $\adapt(t)$\\ +$\rightarrow$ Closely following the AM of the acoustic stimulus\\ +2) Quantify relevant stimulus properties on a graded scale: $c_i(t)$\\ +$\rightarrow$ More decorrelated representation, compared to prior stages\\ +3) Nonlinearity: Distinguish between "relevant vs irrelevant" values: $b_i(t)$\\ +$\rightarrow$ Trading a graded scale for two or more categorical states\\ +4) Represent stimulus properties under relevance constraint: $f_i(t)$\\ +$\rightarrow$ Graded again but highly decorrelated from the acoustic stimulus\\ +5) Categorical behavioral decision-making requires further nonlinearities\\ +$\rightarrow$ Parameters of a behavioral response may be graded (e.g. approach speed), +initiation of one behavior over another is categorical (e.g. approach/stay) \end{document} \ No newline at end of file