changeset 33416:48c2df4bb207

rename some files for consistency Prefer hyphens over underscores in filenames. Use 'pl' extension for Perl scripts. * build-aux/inplace-edit.pl: Rename from build-aux/inplace_edit.pl. * build-aux/module.mk: Update. * doc/interpreter/doccheck/add-to-aspell-dict.pl: Rename from doc/interpreter/doccheck/add_to_aspell_dict. * doc/interpreter/doccheck/mk-undocumented-list.pl: Rename from doc/interpreter/doccheck/mk_undocumented_list. * doc/interpreter/graphics-properties.mk: Rename from doc/interpreter/graphics_properties.mk. * doc/interpreter/octave-logo.eps: Rename from doc/interpreter/octave_logo.eps. * doc/interpreter/octave-logo.pdf: Rename from doc/interpreter/octave_logo.pdf. * doc/interpreter/octave.texi: Update. * doc/interpreter/module.mk: Update. * etc/RELEASE-CHECKLIST.md: Rename from etc/RELEASE_CHECKLIST.md. * etc/icons/octave-branding-samples.svg: Rename from etc/icons/octave_branding_samples.svg. * etc/module.mk: Update. * scripts/profiler/html/flat-entry.html: Rename from scripts/profiler/html/flat_entry.html. * scripts/profiler/html/hierarchical-entry.htmle: Rename from scripts/profiler/html/hierarchical_entry.html. * scripts/profiler/module.mk, scripts/profiler/profexport.m: Update. * scripts/testfun/private/html-plot-demos-template.html: Rename from scripts/testfun/private/html_plot_demos_template.html. * scripts/testfun/module.mk: Update. * test/classdef-debug/test-classdef-breakpoints.tst: Rename from test/classdef-debug/test_classdef_breakpoints.tst. * scripts/testfun/private/html_compare_plot_demos.m * test/json/jsondecode.tst: Rename from test/json/jsondecode_BIST.tst. * test/classdef-debug/module.mk: Update. * test/json/jsonencode.tst: Rename from test/json/jsonencode_BIST.tst. * test/json/module.mk: Update * test/jupyter-notebook/octave-kernel.ipynb: Rename from test/jupyter-notebook/octave_kernel.ipynb. * test/jupyter-notebook/plot-magic-and-errors.ipynb: Rename from test/jupyter-notebook/plot_magic_and_errors.ipynb. * test/jupyter-notebook/jupyter-notebook.tst, test/jupyter-notebook/module.mk: Update. * test/local-functions/local-functions.tst: Rename from test/local-functions/local_functions.tst. * test/local-functions/module.mk: Update. * test/pkg/pkg/mfile-basic-test: Rename from test/pkg/mfile_basic_test. * test/pkg/mfile-minimal-test: Rename from test/pkg/mfile_minimal_test. * test/pkg/module.mk, test/pkg/pkg.tst: Update.
author John W. Eaton <jwe@octave.org>
date Tue, 16 Apr 2024 12:36:15 -0400
parents ada37b7a4b28
children 8643f7ca9504 3cf213d5b479
files build-aux/inplace-edit.pl build-aux/inplace_edit.pl build-aux/module.mk doc/interpreter/doccheck/add-to-aspell-dict.pl doc/interpreter/doccheck/add_to_aspell_dict doc/interpreter/doccheck/mk-undocumented-list.pl doc/interpreter/doccheck/mk_undocumented_list doc/interpreter/graphics-properties.mk doc/interpreter/graphics_properties.mk doc/interpreter/module.mk doc/interpreter/octave-logo.eps doc/interpreter/octave-logo.pdf doc/interpreter/octave.texi doc/interpreter/octave_logo.eps doc/interpreter/octave_logo.pdf etc/RELEASE-CHECKLIST.md etc/RELEASE_CHECKLIST.md etc/icons/octave-branding-samples.svg etc/icons/octave_branding_samples.svg etc/module.mk scripts/profiler/html/flat-entry.html scripts/profiler/html/flat_entry.html scripts/profiler/html/hierarchical-entry.html scripts/profiler/html/hierarchical_entry.html scripts/profiler/module.mk scripts/profiler/profexport.m scripts/testfun/module.mk scripts/testfun/private/html-plot-demos-template.html scripts/testfun/private/html_compare_plot_demos.m scripts/testfun/private/html_plot_demos_template.html test/classdef-debug/module.mk test/classdef-debug/test-classdef-breakpoints.tst test/classdef-debug/test_classdef_breakpoints.tst test/json/jsondecode.tst test/json/jsondecode_BIST.tst test/json/jsonencode.tst test/json/jsonencode_BIST.tst test/json/module.mk test/jupyter-notebook/jupyter-notebook.tst test/jupyter-notebook/module.mk test/jupyter-notebook/octave-kernel.ipynb test/jupyter-notebook/octave_kernel.ipynb test/jupyter-notebook/plot-magic-and-errors.ipynb test/jupyter-notebook/plot_magic_and_errors.ipynb test/local-functions/local-functions.tst test/local-functions/local_functions.tst test/local-functions/module.mk test/pkg/mfile-basic-test/COPYING test/pkg/mfile-basic-test/DESCRIPTION test/pkg/mfile-basic-test/INDEX test/pkg/mfile-basic-test/NEWS test/pkg/mfile-basic-test/doc/example-package.txi test/pkg/mfile-basic-test/doc/macros.texi test/pkg/mfile-basic-test/inst/example_mfile.m test/pkg/mfile-minimal-test/COPYING test/pkg/mfile-minimal-test/DESCRIPTION test/pkg/mfile-minimal-test/inst/example_mfile.m test/pkg/mfile_basic_test/COPYING test/pkg/mfile_basic_test/DESCRIPTION test/pkg/mfile_basic_test/INDEX test/pkg/mfile_basic_test/NEWS test/pkg/mfile_basic_test/doc/example-package.txi test/pkg/mfile_basic_test/doc/macros.texi test/pkg/mfile_basic_test/inst/example_mfile.m test/pkg/mfile_minimal_test/COPYING test/pkg/mfile_minimal_test/DESCRIPTION test/pkg/mfile_minimal_test/inst/example_mfile.m test/pkg/module.mk test/pkg/pkg.tst
diffstat 69 files changed, 8421 insertions(+), 8421 deletions(-) [+]
line wrap: on
line diff
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/build-aux/inplace-edit.pl	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,33 @@
+#!/usr/bin/perl -w
+
+################################################################################
+## File: inplace-edit.pl
+## Usage: perl inplace-edit.pl 'PERL_CODE' file1 [file2] [...]
+## Purpose: Run snippet of PERL_CODE on each line in a file and replace
+## existing line with the results of running the code.
+## This replaces perl -i -pe 'PERL_CODE' file1 [file2] ...
+## due to a problem in Perl 5.28 which restricts the number of files
+################################################################################
+
+## Create Perl code from first argument (-e CODE)
+eval "sub per_line_code { $ARGV[0]; }";
+shift @ARGV;
+
+## Loop over each file
+foreach $fname (@ARGV)
+{
+  rename ($fname, "$fname.$$") or die "Rename failed:$fname:$!";
+  open (my $FHI, "<", "$fname.$$") or die "Open failed:$fname.$$:$!";
+  open (my $FHO, ">", "$fname") or die "Open failed:$fname:$!";
+
+  ## Loop over each line
+  while (<$FHI>)
+  {
+    per_line_code ();
+    print $FHO $_;
+  }
+
+  close ($FHI);
+  close ($FHO);
+  unlink "$fname.$$" or die "Delete failed:$fname.$$:$!";
+}
--- a/build-aux/inplace_edit.pl	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,33 +0,0 @@
-#!/usr/bin/perl -w
-
-################################################################################
-## File: inplace_edit.pl
-## Usage: perl inplace_edit.pl 'PERL_CODE' file1 [file2] [...]
-## Purpose: Run snippet of PERL_CODE on each line in a file and replace
-## existing line with the results of running the code.
-## This replaces perl -i -pe 'PERL_CODE' file1 [file2] ...
-## due to a problem in Perl 5.28 which restricts the number of files
-################################################################################
-
-## Create Perl code from first argument (-e CODE)
-eval "sub per_line_code { $ARGV[0]; }";
-shift @ARGV;
-
-## Loop over each file
-foreach $fname (@ARGV)
-{
-  rename ($fname, "$fname.$$") or die "Rename failed:$fname:$!";
-  open (my $FHI, "<", "$fname.$$") or die "Open failed:$fname.$$:$!";
-  open (my $FHO, ">", "$fname") or die "Open failed:$fname:$!";
-
-  ## Loop over each line
-  while (<$FHI>)
-  {
-    per_line_code ();
-    print $FHO $_;
-  }
-
-  close ($FHI);
-  close ($FHO);
-  unlink "$fname.$$" or die "Delete failed:$fname.$$:$!";
-}
--- a/build-aux/module.mk	Mon Apr 15 16:39:17 2024 +0200
+++ b/build-aux/module.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -6,7 +6,7 @@
   %reldir%/find-defun-files.in.sh \
   %reldir%/find-files-with-tests.in.sh \
   %reldir%/get-source-mtime.sh \
-  %reldir%/inplace_edit.pl \
+  %reldir%/inplace-edit.pl \
   %reldir%/mk-hg-id.sh \
   %reldir%/mk-octave-config-h.sh \
   %reldir%/mk-opts.pl \
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/doc/interpreter/doccheck/add-to-aspell-dict.pl	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,73 @@
+#!/usr/bin/perl -w
+
+########################################################################
+##
+## Copyright (C) 2010-2024 The Octave Project Developers
+##
+## See the file COPYRIGHT.md in the top-level directory of this
+## distribution or <https://octave.org/copyright/>.
+##
+## This file is part of Octave.
+##
+## Octave is free software: you can redistribute it and/or modify it
+## under the terms of the GNU General Public License as published by
+## the Free Software Foundation, either version 3 of the License, or
+## (at your option) any later version.
+##
+## Octave is distributed in the hope that it will be useful, but
+## WITHOUT ANY WARRANTY; without even the implied warranty of
+## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+## GNU General Public License for more details.
+##
+## You should have received a copy of the GNU General Public License
+## along with Octave; see the file COPYING.  If not, see
+## <https://www.gnu.org/licenses/>.
+##
+########################################################################
+
+################################################################################
+# File   : add-to-aspell-dict.pl
+# Purpose: Merges a file of new words into an existing dictionary file.
+#          The resulting file is uniquified and sorted before being written out.
+# Usage  : add-to-aspell-dict.pl <filename-of-new-words>
+# Documentation: see README in doccheck directory
+################################################################################
+# Initialize variables
+# Private Octave dictionary for aspell
+$octdict_fname = './doccheck/aspell-octave.en.pws';
+
+################################################################################
+# Parse command line arguments
+unless (@ARGV == 1)
+{
+  die "USAGE: add-to-aspell-dict.pl <filename-of-new-words>\n";
+}
+
+$new_words_fname = shift(@ARGV);
+if (! -r $new_words_fname)
+{
+  die "Unable to read input file: $new_words_fname\n";
+}
+
+################################################################################
+# Add new words to a dictionary database
+open (FH, "<$new_words_fname")
+  or die "Unable to open file: $new_words_fname\n";
+while (<FH>) { $dict_db{$_} = 1; }
+close (FH);
+
+# Add words from existing dictionary to dictionary database
+open (FH, "<$octdict_fname")
+  or die "Unable to open Octave dictionary: $octdict_fname\n";
+$header = <FH>;
+while (<FH>) { $dict_db{$_} = 1; }
+close (FH);
+
+# Remove old dictionary file and write out new one
+unlink ($octdict_fname)
+  or die "Unable to delete Octave dictionary: $octdict_fname\n";
+open (FH, ">$octdict_fname")
+  or die "Unable to open file for writing: $octdict_fname\n";
+print FH $header;
+print FH sort { uc($a) cmp uc ($b) } keys(%dict_db);
+close (FH);
--- a/doc/interpreter/doccheck/add_to_aspell_dict	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,73 +0,0 @@
-#!/usr/bin/perl -w
-
-########################################################################
-##
-## Copyright (C) 2010-2024 The Octave Project Developers
-##
-## See the file COPYRIGHT.md in the top-level directory of this
-## distribution or <https://octave.org/copyright/>.
-##
-## This file is part of Octave.
-##
-## Octave is free software: you can redistribute it and/or modify it
-## under the terms of the GNU General Public License as published by
-## the Free Software Foundation, either version 3 of the License, or
-## (at your option) any later version.
-##
-## Octave is distributed in the hope that it will be useful, but
-## WITHOUT ANY WARRANTY; without even the implied warranty of
-## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-## GNU General Public License for more details.
-##
-## You should have received a copy of the GNU General Public License
-## along with Octave; see the file COPYING.  If not, see
-## <https://www.gnu.org/licenses/>.
-##
-########################################################################
-
-################################################################################
-# File   : add_to_aspell_dict
-# Purpose: Merges a file of new words into an existing dictionary file.
-#          The resulting file is uniquified and sorted before being written out.
-# Usage  : add_to_aspell_dict <filename_of_new_words>
-# Documentation: see README in doccheck directory
-################################################################################
-# Initialize variables
-# Private Octave dictionary for aspell
-$octdict_fname = './doccheck/aspell-octave.en.pws';
-
-################################################################################
-# Parse command line arguments
-unless (@ARGV == 1)
-{
-  die "USAGE: add_to_aspell_dict <filename_of_new_words>\n";
-}
-
-$new_words_fname = shift(@ARGV);
-if (! -r $new_words_fname)
-{
-  die "Unable to read input file: $new_words_fname\n";
-}
-
-################################################################################
-# Add new words to a dictionary database
-open (FH, "<$new_words_fname")
-  or die "Unable to open file: $new_words_fname\n";
-while (<FH>) { $dict_db{$_} = 1; }
-close (FH);
-
-# Add words from existing dictionary to dictionary database
-open (FH, "<$octdict_fname")
-  or die "Unable to open Octave dictionary: $octdict_fname\n";
-$header = <FH>;
-while (<FH>) { $dict_db{$_} = 1; }
-close (FH);
-
-# Remove old dictionary file and write out new one
-unlink ($octdict_fname)
-  or die "Unable to delete Octave dictionary: $octdict_fname\n";
-open (FH, ">$octdict_fname")
-  or die "Unable to open file for writing: $octdict_fname\n";
-print FH $header;
-print FH sort { uc($a) cmp uc ($b) } keys(%dict_db);
-close (FH);
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/doc/interpreter/doccheck/mk-undocumented-list.pl	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,186 @@
+#!/usr/bin/perl -w
+
+########################################################################
+##
+## Copyright (C) 2010-2024 The Octave Project Developers
+##
+## See the file COPYRIGHT.md in the top-level directory of this
+## distribution or <https://octave.org/copyright/>.
+##
+## This file is part of Octave.
+##
+## Octave is free software: you can redistribute it and/or modify it
+## under the terms of the GNU General Public License as published by
+## the Free Software Foundation, either version 3 of the License, or
+## (at your option) any later version.
+##
+## Octave is distributed in the hope that it will be useful, but
+## WITHOUT ANY WARRANTY; without even the implied warranty of
+## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+## GNU General Public License for more details.
+##
+## You should have received a copy of the GNU General Public License
+## along with Octave; see the file COPYING.  If not, see
+## <https://www.gnu.org/licenses/>.
+##
+########################################################################
+
+################################################################################
+# File: mk-undocumented-list.pl
+# Purpose: Create a list of functions present in Octave, but without a
+#          corresponding DOCSTRING entry in one of the *.txi files
+# Usage: make doc/interpreter/undocumented_list
+# Documentation: see README in doccheck directory
+################################################################################
+# Get a list from Octave of all visible functions
+@octave_output = <<`_END_OCT_SCRIPT_`;
+../../run-octave --norc --quiet --no-history --eval '\
+  funclist = vertcat (__list_functions__ , __builtins__); \
+  funclist = funclist(! strncmp (funclist, \"meta.\", 5)) \
+  disp ("#!-separator-!#") \
+  where = cellfun (\@which, funclist, \"UniformOutput\", 0)'
+_END_OCT_SCRIPT_
+
+unless (@octave_output) { die "Unable to invoke 'run-octave'.  Exiting\n" }
+
+################################################################################
+# Winnow list of functions that require a DOCSTRING
+
+# First, divide output in to list of functions and list of locations
+$idx = 0;
+while (($_ = $octave_output[$idx++]) !~ /^#!-separator-!#$/)
+{
+  push(@all_functions, $1) if (/] = (\w+)$/);
+}
+while ($_ = $octave_output[$idx++])
+{
+  push(@where, $1) if (/] = (.+)$/);
+}
+
+# Sanity check that Octave script worked
+if ($#all_functions != $#where)
+{
+  die "Unequal number of functions and locations.  Parsing failed\n";
+}
+
+# Second, remove functions based on directory location
+# deprecated directory, legacy directory, doc/interpreter directory,
+# test/ directory
+FUNC: foreach $idx (0 .. $#where)
+{
+  next FUNC if ($where[$idx] =~ /deprecated/i);
+  next FUNC if ($where[$idx] =~ /legacy/i);
+  next FUNC if ($where[$idx] =~ /interpreter/i);
+  next FUNC if ($where[$idx] =~ m#test/#i);
+
+  push (@functions, $all_functions[$idx]);
+}
+
+# Third, remove functions based on naming patterns
+# Remove internal functions from the list of features requiring a DOCSTRING
+@functions = grep (! /^__/, @functions);
+
+# Fourth, remove exceptions based on name that do not require documentation
+# Load list of function exceptions not requiring a DOCSTRING
+# Exception data is stored at the bottom of this script
+foreach $_ (<DATA>)
+{ chomp, $exceptions{$_}=1; }
+
+# Remove exception data from the list
+@functions = grep (! $exceptions{$_}, @functions);
+
+################################################################################
+# Get a list of all documented functions
+foreach $txi_file (glob("*.txi"))
+{
+  open(TXI_FILE, $txi_file) or die "Unable to open $txi_file for reading\n";
+  while (<TXI_FILE>)
+  {
+    $docstrings{$1} = 1 if (/\@DOCSTRING\((\w+)\)/);
+  }
+}
+
+################################################################################
+# Find features which have not been documented in the txi files
+@undocumented = grep (! $docstrings{$_}, @functions);
+
+# Exit successfully if no undocumented functions
+exit(0) if (! @undocumented);
+
+$, = "\n";  # Set output record separator
+print sort(@undocumented);
+print "\n";
+exit(1);
+
+################################################################################
+# Exception list of functions not requiring a DOCSTRING
+################################################################################
+# desktop : Remove when terminal widget is no longer experimental
+################################################################################
+__DATA__
+angle
+bessel
+besselh
+besseli
+besselk
+bessely
+bug_report
+chdir
+dbnext
+debug
+desktop
+end
+exit
+F_DUPFD
+F_GETFD
+F_GETFL
+F_SETFD
+F_SETFL
+fact
+finite
+flipdim
+fmod
+gammaln
+gui_mainfcn
+home
+i
+ifelse
+import
+inf
+inverse
+isbool
+isfinite
+J
+j
+java2mat
+lstat
+metaclass
+nan
+nargchk
+O_APPEND
+O_ASYNC
+O_CREAT
+O_EXCL
+O_NONBLOCK
+O_RDONLY
+O_RDWR
+O_SYNC
+O_TRUNC
+O_WRONLY
+putenv
+rticks
+setenv
+slash
+thetaticks
+tolower
+toupper
+ylabel
+ylim
+ytickangle
+yticklabels
+yticks
+zlabel
+zlim
+ztickangle
+zticklabels
+zticks
--- a/doc/interpreter/doccheck/mk_undocumented_list	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,186 +0,0 @@
-#!/usr/bin/perl -w
-
-########################################################################
-##
-## Copyright (C) 2010-2024 The Octave Project Developers
-##
-## See the file COPYRIGHT.md in the top-level directory of this
-## distribution or <https://octave.org/copyright/>.
-##
-## This file is part of Octave.
-##
-## Octave is free software: you can redistribute it and/or modify it
-## under the terms of the GNU General Public License as published by
-## the Free Software Foundation, either version 3 of the License, or
-## (at your option) any later version.
-##
-## Octave is distributed in the hope that it will be useful, but
-## WITHOUT ANY WARRANTY; without even the implied warranty of
-## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-## GNU General Public License for more details.
-##
-## You should have received a copy of the GNU General Public License
-## along with Octave; see the file COPYING.  If not, see
-## <https://www.gnu.org/licenses/>.
-##
-########################################################################
-
-################################################################################
-# File: mk_undocumented_list
-# Purpose: Create a list of functions present in Octave, but without a
-#          corresponding DOCSTRING entry in one of the *.txi files
-# Usage: make doc/interpreter/undocumented_list
-# Documentation: see README in doccheck directory
-################################################################################
-# Get a list from Octave of all visible functions
-@octave_output = <<`_END_OCT_SCRIPT_`;
-../../run-octave --norc --quiet --no-history --eval '\
-  funclist = vertcat (__list_functions__ , __builtins__); \
-  funclist = funclist(! strncmp (funclist, \"meta.\", 5)) \
-  disp ("#!-separator-!#") \
-  where = cellfun (\@which, funclist, \"UniformOutput\", 0)'
-_END_OCT_SCRIPT_
-
-unless (@octave_output) { die "Unable to invoke 'run-octave'.  Exiting\n" }
-
-################################################################################
-# Winnow list of functions that require a DOCSTRING
-
-# First, divide output in to list of functions and list of locations
-$idx = 0;
-while (($_ = $octave_output[$idx++]) !~ /^#!-separator-!#$/)
-{
-  push(@all_functions, $1) if (/] = (\w+)$/);
-}
-while ($_ = $octave_output[$idx++])
-{
-  push(@where, $1) if (/] = (.+)$/);
-}
-
-# Sanity check that Octave script worked
-if ($#all_functions != $#where)
-{
-  die "Unequal number of functions and locations.  Parsing failed\n";
-}
-
-# Second, remove functions based on directory location
-# deprecated directory, legacy directory, doc/interpreter directory,
-# test/ directory
-FUNC: foreach $idx (0 .. $#where)
-{
-  next FUNC if ($where[$idx] =~ /deprecated/i);
-  next FUNC if ($where[$idx] =~ /legacy/i);
-  next FUNC if ($where[$idx] =~ /interpreter/i);
-  next FUNC if ($where[$idx] =~ m#test/#i);
-
-  push (@functions, $all_functions[$idx]);
-}
-
-# Third, remove functions based on naming patterns
-# Remove internal functions from the list of features requiring a DOCSTRING
-@functions = grep (! /^__/, @functions);
-
-# Fourth, remove exceptions based on name that do not require documentation
-# Load list of function exceptions not requiring a DOCSTRING
-# Exception data is stored at the bottom of this script
-foreach $_ (<DATA>)
-{ chomp, $exceptions{$_}=1; }
-
-# Remove exception data from the list
-@functions = grep (! $exceptions{$_}, @functions);
-
-################################################################################
-# Get a list of all documented functions
-foreach $txi_file (glob("*.txi"))
-{
-  open(TXI_FILE, $txi_file) or die "Unable to open $txi_file for reading\n";
-  while (<TXI_FILE>)
-  {
-    $docstrings{$1} = 1 if (/\@DOCSTRING\((\w+)\)/);
-  }
-}
-
-################################################################################
-# Find features which have not been documented in the txi files
-@undocumented = grep (! $docstrings{$_}, @functions);
-
-# Exit successfully if no undocumented functions
-exit(0) if (! @undocumented);
-
-$, = "\n";  # Set output record separator
-print sort(@undocumented);
-print "\n";
-exit(1);
-
-################################################################################
-# Exception list of functions not requiring a DOCSTRING
-################################################################################
-# desktop : Remove when terminal widget is no longer experimental
-################################################################################
-__DATA__
-angle
-bessel
-besselh
-besseli
-besselk
-bessely
-bug_report
-chdir
-dbnext
-debug
-desktop
-end
-exit
-F_DUPFD
-F_GETFD
-F_GETFL
-F_SETFD
-F_SETFL
-fact
-finite
-flipdim
-fmod
-gammaln
-gui_mainfcn
-home
-i
-ifelse
-import
-inf
-inverse
-isbool
-isfinite
-J
-j
-java2mat
-lstat
-metaclass
-nan
-nargchk
-O_APPEND
-O_ASYNC
-O_CREAT
-O_EXCL
-O_NONBLOCK
-O_RDONLY
-O_RDWR
-O_SYNC
-O_TRUNC
-O_WRONLY
-putenv
-rticks
-setenv
-slash
-thetaticks
-tolower
-toupper
-ylabel
-ylim
-ytickangle
-yticklabels
-yticks
-zlabel
-zlim
-ztickangle
-zticklabels
-zticks
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/doc/interpreter/graphics-properties.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,43 @@
+GRAPH_PROP_TEXI_SRC= \
+  interpreter/plot-axesproperties.texi \
+  interpreter/plot-figureproperties.texi \
+  interpreter/plot-imageproperties.texi \
+  interpreter/plot-lineproperties.texi \
+  interpreter/plot-patchproperties.texi \
+  interpreter/plot-rootproperties.texi \
+  interpreter/plot-scatterproperties.texi \
+  interpreter/plot-surfaceproperties.texi \
+  interpreter/plot-textproperties.texi
+
+define gen-propdoc-texi
+  rm -f $@-t $@ && \
+  $(top_builddir)/run-octave -disable-asan --norc --quiet --no-history --path $(srcdir)/interpreter --eval "genpropdoc ('$(1)');" > $@-t && \
+  mv $@-t $@
+endef
+
+interpreter/plot-axesproperties.texi: interpreter/genpropdoc.m
+	$(AM_V_GEN)$(call gen-propdoc-texi,axes)
+
+interpreter/plot-figureproperties.texi: interpreter/genpropdoc.m
+	$(AM_V_GEN)$(call gen-propdoc-texi,figure)
+
+interpreter/plot-imageproperties.texi: interpreter/genpropdoc.m
+	$(AM_V_GEN)$(call gen-propdoc-texi,image)
+
+interpreter/plot-lineproperties.texi: interpreter/genpropdoc.m
+	$(AM_V_GEN)$(call gen-propdoc-texi,line)
+
+interpreter/plot-patchproperties.texi: interpreter/genpropdoc.m
+	$(AM_V_GEN)$(call gen-propdoc-texi,patch)
+
+interpreter/plot-rootproperties.texi: interpreter/genpropdoc.m
+	$(AM_V_GEN)$(call gen-propdoc-texi,root)
+
+interpreter/plot-surfaceproperties.texi: interpreter/genpropdoc.m
+	$(AM_V_GEN)$(call gen-propdoc-texi,surface)
+
+interpreter/plot-scatterproperties.texi: interpreter/genpropdoc.m
+	$(AM_V_GEN)$(call gen-propdoc-texi,scatter)
+
+interpreter/plot-textproperties.texi: interpreter/genpropdoc.m
+	$(AM_V_GEN)$(call gen-propdoc-texi,text)
--- a/doc/interpreter/graphics_properties.mk	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,43 +0,0 @@
-GRAPH_PROP_TEXI_SRC= \
-  interpreter/plot-axesproperties.texi \
-  interpreter/plot-figureproperties.texi \
-  interpreter/plot-imageproperties.texi \
-  interpreter/plot-lineproperties.texi \
-  interpreter/plot-patchproperties.texi \
-  interpreter/plot-rootproperties.texi \
-  interpreter/plot-scatterproperties.texi \
-  interpreter/plot-surfaceproperties.texi \
-  interpreter/plot-textproperties.texi
-
-define gen-propdoc-texi
-  rm -f $@-t $@ && \
-  $(top_builddir)/run-octave -disable-asan --norc --quiet --no-history --path $(srcdir)/interpreter --eval "genpropdoc ('$(1)');" > $@-t && \
-  mv $@-t $@
-endef
-
-interpreter/plot-axesproperties.texi: interpreter/genpropdoc.m
-	$(AM_V_GEN)$(call gen-propdoc-texi,axes)
-
-interpreter/plot-figureproperties.texi: interpreter/genpropdoc.m
-	$(AM_V_GEN)$(call gen-propdoc-texi,figure)
-
-interpreter/plot-imageproperties.texi: interpreter/genpropdoc.m
-	$(AM_V_GEN)$(call gen-propdoc-texi,image)
-
-interpreter/plot-lineproperties.texi: interpreter/genpropdoc.m
-	$(AM_V_GEN)$(call gen-propdoc-texi,line)
-
-interpreter/plot-patchproperties.texi: interpreter/genpropdoc.m
-	$(AM_V_GEN)$(call gen-propdoc-texi,patch)
-
-interpreter/plot-rootproperties.texi: interpreter/genpropdoc.m
-	$(AM_V_GEN)$(call gen-propdoc-texi,root)
-
-interpreter/plot-surfaceproperties.texi: interpreter/genpropdoc.m
-	$(AM_V_GEN)$(call gen-propdoc-texi,surface)
-
-interpreter/plot-scatterproperties.texi: interpreter/genpropdoc.m
-	$(AM_V_GEN)$(call gen-propdoc-texi,scatter)
-
-interpreter/plot-textproperties.texi: interpreter/genpropdoc.m
-	$(AM_V_GEN)$(call gen-propdoc-texi,text)
--- a/doc/interpreter/module.mk	Mon Apr 15 16:39:17 2024 +0200
+++ b/doc/interpreter/module.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -117,11 +117,11 @@
 HTMLDIR_IMAGES = $(patsubst %reldir%/%.png, %reldir%/octave.html/%.png, $(DOC_IMAGES_PNG))
 
 LOGOS = \
-  %reldir%/octave_logo.eps \
-  %reldir%/octave_logo.pdf
+  %reldir%/octave-logo.eps \
+  %reldir%/octave-logo.pdf
 
-DOC_IMAGES_EPS += %reldir%/octave_logo.eps
-DOC_IMAGES_PDF += %reldir%/octave_logo.pdf
+DOC_IMAGES_EPS += %reldir%/octave-logo.eps
+DOC_IMAGES_PDF += %reldir%/octave-logo.pdf
 
 MUNGED_TEXI_SRC = \
   %reldir%/arith.texi \
@@ -320,7 +320,7 @@
 	 --css-ref=octave.css \
 	 -o $(OCTAVE_HTML_TMP_DIR) `test -f '%reldir%/octave.texi' || echo '$(abs_top_srcdir)/'`%reldir%/octave.texi; \
 	then \
-	  $(PERL) $(srcdir)/build-aux/inplace_edit.pl 's|(?<=</a>): ||g' $(OCTAVE_HTML_TMP_DIR)/* && \
+	  $(PERL) $(srcdir)/build-aux/inplace-edit.pl 's|(?<=</a>): ||g' $(OCTAVE_HTML_TMP_DIR)/* && \
 	  rm -rf $(OCTAVE_HTML_DIR) && \
 	  mv $(OCTAVE_HTML_TMP_DIR) $(OCTAVE_HTML_DIR) && \
 	  touch $@; \
@@ -416,7 +416,7 @@
   %reldir%/contributors.in \
   %reldir%/doc-cache \
   %reldir%/genpropdoc.m \
-  %reldir%/graphics_properties.mk \
+  %reldir%/graphics-properties.mk \
   %reldir%/images \
   %reldir%/images.awk \
   %reldir%/images.mk \
@@ -473,7 +473,7 @@
 
 %reldir%/undocumented_list:
 	rm -f $@-t $@
-	-cd $(srcdir)/%reldir%; $(PERL) ./doccheck/mk_undocumented_list > $(@F)-t
+	-cd $(srcdir)/%reldir%; $(PERL) ./doccheck/mk-undocumented-list.pl > $(@F)-t
 	mv $@-t $@
 	[ -s $@ ] || rm -f $@
 	@cd $(srcdir)/%reldir% ; \
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/doc/interpreter/octave-logo.eps	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,2246 @@
+%!PS-Adobe-3.0 EPSF-3.0
+%%Creator: cairo 1.8.8 (http://cairographics.org)
+%%CreationDate: Thu Feb  3 18:31:36 2011
+%%Pages: 1
+%%BoundingBox: 1 1 229 230
+%%DocumentData: Clean7Bit
+%%LanguageLevel: 2
+%%EndComments
+%%BeginProlog
+/cairo_eps_state save def
+/dict_count countdictstack def
+/op_count count 1 sub def
+userdict begin
+/q { gsave } bind def
+/Q { grestore } bind def
+/cm { 6 array astore concat } bind def
+/w { setlinewidth } bind def
+/J { setlinecap } bind def
+/j { setlinejoin } bind def
+/M { setmiterlimit } bind def
+/d { setdash } bind def
+/m { moveto } bind def
+/l { lineto } bind def
+/c { curveto } bind def
+/h { closepath } bind def
+/re { exch dup neg 3 1 roll 5 3 roll moveto 0 rlineto
+      0 exch rlineto 0 rlineto closepath } bind def
+/S { stroke } bind def
+/f { fill } bind def
+/f* { eofill } bind def
+/B { fill stroke } bind def
+/B* { eofill stroke } bind def
+/n { newpath } bind def
+/W { clip } bind def
+/W* { eoclip } bind def
+/BT { } bind def
+/ET { } bind def
+/pdfmark where { pop globaldict /?pdfmark /exec load put }
+    { globaldict begin /?pdfmark /pop load def /pdfmark
+    /cleartomark load def end } ifelse
+/BDC { mark 3 1 roll /BDC pdfmark } bind def
+/EMC { mark /EMC pdfmark } bind def
+/cairo_store_point { /cairo_point_y exch def /cairo_point_x exch def } def
+/Tj { show currentpoint cairo_store_point } bind def
+/TJ {
+  {
+    dup
+    type /stringtype eq
+    { show } { -0.001 mul 0 cairo_font_matrix dtransform rmoveto } ifelse
+  } forall
+  currentpoint cairo_store_point
+} bind def
+/cairo_selectfont { cairo_font_matrix aload pop pop pop 0 0 6 array astore
+    cairo_font exch selectfont cairo_point_x cairo_point_y moveto } bind def
+/Tf { pop /cairo_font exch def /cairo_font_matrix where
+      { pop cairo_selectfont } if } bind def
+/Td { matrix translate cairo_font_matrix matrix concatmatrix dup
+      /cairo_font_matrix exch def dup 4 get exch 5 get cairo_store_point
+      /cairo_font where { pop cairo_selectfont } if } bind def
+/Tm { 2 copy 8 2 roll 6 array astore /cairo_font_matrix exch def
+      cairo_store_point /cairo_font where { pop cairo_selectfont } if } bind def
+/g { setgray } bind def
+/rg { setrgbcolor } bind def
+/d1 { setcachedevice } bind def
+%%EndProlog
+%%Page: 1 1
+%%BeginPageSetup
+%%PageBoundingBox: 1 1 229 230
+%%EndPageSetup
+q
+1 0.498039 0.164706 rg
+16.258 153.068 m 61.023 153.068 l 67.812 153.068 73.277 147.599 73.277
+140.81 c 73.277 96.048 l 73.277 89.259 67.812 83.791 61.023 83.791 c
+16.258 83.791 l 9.469 83.791 4.004 89.259 4.004 96.048 c 4.004 140.81 l
+4.004 147.599 9.469 153.068 16.258 153.068 c h
+16.258 153.068 m f
+0.831373 0.333333 0 rg
+5.030871 w
+0 J
+0 j
+[] 0.0 d
+4 M q 1 0 0 -1 0 230.399994 cm
+16.258 77.332 m 61.023 77.332 l 67.812 77.332 73.277 82.801 73.277
+89.59 c 73.277 134.352 l 73.277 141.141 67.812 146.609 61.023 146.609 c
+16.258 146.609 l 9.469 146.609 4.004 141.141 4.004 134.352 c 4.004
+89.59 l 4.004 82.801 9.469 77.332 16.258 77.332 c h
+16.258 77.332 m S Q
+Q q
+q 0 0 231 231 rectclip
+% Fallback Image: x=19, y=1, w=210, h=228 res=300dpi size=2499228
+[ 0.24 0 0 0.24 19 1.159994 ] concat
+/DeviceRGB setcolorspace
+8 dict dup begin
+  /ImageType 1 def
+  /Width 876 def
+  /Height 951 def
+  /BitsPerComponent 8 def
+  /Decode [ 0 1 0 1 0 1 ] def
+  /DataSource currentfile /ASCII85Decode filter /LZWDecode filter def
+  /ImageMatrix [ 1 0 0 -1 0 951 ] def
+end
+image
+J3Vsg3$]7K#D>EP:q1$o*=mro@So+\<\5,H7Uo<*jE<[.O@Wn[3@'nb-^757;Rp>H>q_R=Al
+ C^cenm@9:1mM9jS"!dTMT<$3[GQ$8#0$s<4ZX!SPQ1`C/m<k<ioH)<bk^Hj`\=EYZP^B4!g
+ 3;B=(iZ<kDqOh(X4@+3qpEmDSXE[N7)FF1(;OFM-38=+\!"mSZ!7M720<,1go\RZ:oJ9`37
+ XA_`&!@u03iE15H4'/LfI@Uh@?Cc:^b>HHFlMi:-ncYKoBDKd&.l'7:d1hjHP"/@`m`GlpO
+ c85>dbKY(%>)m]_@F1F^W:<L3'=hf;GHY9?(+ZBHd!%Wk:NmK&o'^t@/l1e_fBr>1IXb_>k
+ P+oS^^pnX!PjdJ%0N?fM=c69a-lF/*J^E.Ga7^]5&MBOJZNr)/os!l$t_6,.MsMbRU7"#FA
+ WcA0jJ!"`Xu``-^WuFBcBOH]QG47OhnLF8*0Z$+ik9IKI@ZAglWmS10g@sap-Ln,g(.lW@Q
+ ->bc<4N;(T:qbOZ.U1!C:K\Lu+g$+MT)VXW)H*$`:kEY,+9bXi`Y9J1K'X>tOqR>^\UHp.q
+ &&OXq[9bg+EP\hF2dM.Ze8^`j*/;0WCl28/c->D1[(JGuE`C!-Tq`0X10W-'#V<PBgeb+&n
+ =iCt9?Wu%r]ldOK;13d.f?m!1**ALIN?Lj@-';c[EdX9fg"(8S/6[)EW?f\d/[]ELP>oqJg
+ Xck_EJeg;b&1JY9[kR07dEZc%l9UfC7OAO0NU?5!Rc63Vh+2WY-4ZTJ`)nJ%>3UV:)/KAQu
+ 3q"iQI)UDo'FD!`g9GBdCb1:0>;@S$ct9-5X3699Ni=:/P0F=`%Z8jd"YC>@s:oK4&=,r+@
+ )'p+CW&=ZR"[BZ`@^T5*U+]rc.qQL:.rgiistED76Ld;s(A^9r$>L(Uu!lh^=kYR:nJfO^Q
+ u&Z0T4#1:tK*R?1sD&u3['RjL1cLnm>S*p6in/MrB_=3@#k'`kVRGN9+a!'A5cQg8pEJr(L
+ Q<kLm^GF)T>jjD3F;[;3Q#q:X?'t:*5&H^1Q0*"UFnQT#T6?@QQ.tM'L5Xm^>!A4Il$@Q-V
+ Wsa*VfHQ6\!=&]HP`6WqAsRMkNi9B76)?/_:%`l`];Ur*"0UU9lRj#c1ClU:Y#.:T5WQ[WR
+ T&fD=47Rb]o>qD,,*Zr3nZcgtVpOcjBb<3!SSP,RK#3V3j;f<9mgo2-3PhS?mBc"kid_BFo
+ %;ZtMSji<-o@NBQ75G,5N%9IXarWTcb$W=.RQ0nmMa.[n/SCBIdS&>r2u%FNf\Nu@7)_si,
+ i#`TGU6qN54/ga!=SJ00cnf&nA=q3:D,M/T(1s3T[3Jb7)@f-F\Z&SlT=N)/Jqk]9K.?_Kf
+ h#lT"EIog_$F>OBm9n,JO%CAK62,]p,Q_(mE09-HB8k?3>Utq2EYq/(*@#*Id"\<=8]an6,
+ iQ8hLEhI@+gFj'*p_]'_qFRa.%r*O7&cGLY#\0J>q=P]q]F/.]o,h)WC((7)rW\.9A%'6UA
+ Vip&X"ro=c"ln/-qY@Xj]PgSK">o&9X(4C*NHA2;mPB=g@[<8,,FoA0g,<Z5Ra@=B-PK[#]
+ r>7Wh'Y/L;[TnX^E>9LE;l(K5'h*0%=J$]"0K#K3I)'Fo^k=q*d]71#Ye/<*%PqLf*HU-et
+ :c@lBt&k1I*UD.I%dCMJ2B[">[oT#&3.?,5p744&c/iGt^h_X;Gd>h$u3_``H:"DEFVb8@$
+ 8*RiL,TT14oaTtQ\^'doAP&G8/a6%,SNNftRAs3<DUgJQ(.KG'%`uph+b=l!#E[gaN(R#Fb
+ 0=)T7;8l(Y-qB\!*oi^_Q3fE4N4#.jlkfOU\3o6=3CJ2kq'`JP5:G;M[N-e9eE3*2ODYpV+
+ fg42Q"r4S5#J(mHNunVsoG7:+D)-.P0e^oeN@=g6GV"V,3a`>1Q\H=D\,EZjUQ'4cL&p-V!
+ =c(b=rp%rq8HXp)YO<t=4p>E*XDX*:^6a@N#/_J93<]!(f#^"lnlFmbfGYVm!Z7N2e\lp]m
+ <F"u(pfGud4PgQd6d`Ok5G@f2+R=hhpqH<.OBJ76^ZrJ!G>&-]Zk>eIr<j(%^>-!4VNE*D(
+ 0*Pb1bVFqRN%tIZa%um$E\PKN_cUge@GEu^hiQ)L,'C@!dnN="LtK[+Y3BDbX`e]50tS1gm
+ GhCWGUu$=J/=6b7bc77R>'mo=0=U@f4R"I7!u^o/LB)YQBra8S\HtHdGMJPJ1WBVP#eU4jk
+ 8sNo*)8?0\Ze>SB[I@?ro7;FV+lKUcCjo),nH'_o,eESb'jHcWT^#B@;f!8!*K\"+5:>6,b
+ J]a@F4\0,80E=eg(n0#i35(hlZNNNV\.]K#4Oj1EEo7a=9(\I+bc81B[r`UD>YaeND0JX!I
+ "T;\/]dGO>.QCA'\bLdI_leKIIn8?%o7aj4(h2AP_TNF+;CiP=7'Je25ocJJ65Aa].[J%Vn
+ gK8Ik%(%3(b^`u)\gVB4:!Idh5*=7IYB=OfAYjU*n$!Q89O7$I^%CGLa-qo.X"?m-oe[H*r
+ !ucfRkZj9p%?l3`r#'NafR5Y=4[1Vs6He0YOFu`bo6nIi16"8[O36Z*/lGS!:k2b*eYEoVM
+ B$&?-E&!1$2`c_5L4Mj+I`+$1;1G$^%X=7_\-N>GIp1?AkTT7dSQ-a%LO/Zb:R[39j`.:ML
+ 5>^F=ktaBSp2E(l7kS^+<\R^o81#mlkVIT>c?;i0E"/XJ6m(t[H)Nd"caaS>d\jBE<L-JnS
+ XXdIuV\\(k.EN$XKQ"B*L0?/7o*TR'KA!CKe<1'?6Bs^r+kM66cH+uMhH7qYLhN)dNS_ND<
+ QVR3:5H*h88#JM(i87^e`c'_?A3/O(]q'N,,OQ":3(9:p?'g:F0%">lL&:8Ki^ieAGMN1OY
+ O:1i2#"behDlC%qd'*e%H,$9KM!2U_oCQfs!.@>8*TtZYP&S`bWSJCW%gT:htc.erVsA&oD
+ Jd=J)<TW:]T=T<rd/<YHFPkc0Y-VW0o;Q!Ne]^bsq"mLA+B!pSkC`#WV0B]ZKL)m)d8iCo7
+ "V=S\!0q6&ZZl/qD1<;MZQ_63G-&7Fsf]),pL#*<L.#::,JHr)!O*pAFYY^m'6Ka;XRcb[a
+ e_+suJlMkgjrt(Y!:n7ORr:H'LoP[G2m25naR1!lp!=rB8/uJ_@%fsrL!Y?L3l)+TB:BJjf
+ !tGg_O+d[tjN7rNm-m9kDUsq'QNX=Sq9)V=:,<'Vmar(X&?iDEE=iD['',b"&WG?]i<VJ\-
+ lrE1P`Ue9nM(\32%sYrXq*!&JC6:tMAH;s'QBfS&Q&l)<=1FX'sIcJ%G_#g\JA!Odh'J,.*
+ 2+!5jJYP%1=Bi:Nj%E.h0gU%LeZiLd_fX52jhM%kpKaOS5ZX:u_!I"`X\LOUVLL%hV[L#14
+ 2\Yo+N9^eLK]Ea_McJZLM;aV0fi*O4E@n_d:VHlo&.Ic0W3@Dq@A9cn@H+-B>6EDmtM"TOR
+ a(!s&tn,j%r'^="[os&E9E5q1f58T2e!`=E,XGGC6Eqe^Npb@g(EK^LCbms0ii[npKOeR-j
+ r6(3&qCl%`Dm(*459&"^&MF)';&^KqF!krE%&&h(!A&*(O?t\b*\r^'nrY@VPUbp0+5reE_
+ %]Y[RMTD<#a,!6nOkAEr?'Gi/$]1+n>.85`?=VF+VA3"EmW8(^FaIL(CS1jLt<i0K-JSA(_
+ A279ALhL[i!@o,R(4o;!f-Yobkjd,r))>;5XR1>1`=P)\QX8mRJUf,l=le19u$X_7^H>%UO
+ sA*[0<&17'gR75T'W1nmM\KA7.#)@Ji])j79@o3XC18N$(J.oU:81N=qn#:pJi+O<Il'7dY
+ l(G.3f+fi-so8p43FFeDTp@3N30"DF3nDJ;C,I7+2Er;"pM`YOE,`**eM:3aa`63(k)NUX3
+ ZPs(RAMOoH-F;Ma'B(_<j;YnA9q_P^_/+SZg)hL41t2CfoDq33i:.t@4CIAJ&PY/^@5`3F6
+ $+,*PA`@cE@[5u6F1kNP/doNK.O=S3-7:`db)0QP:`^83HF.?WuUjF,s!KW%?:e0&2PQZq[
+ RC%4-,@_dg%/Aq(U8,-#C1JC_8f_mlbZt)me9^Zf<Esk=IBG5,#V"bha,1#d+jF9!k]moW[
+ 'ncBO8Y*?_@N'!*#$_b>.k5uc*&Zm/:%-S#jQ9scJpOJtu2Ik8uU6h?,;du:*Nh*bm57*8e
+ (%"C;,dj#HW,=Hf<ZM+GpRl_n%0G0WGoQ(..q`JtI0e].i%=LcB2b9$;8FgUhF[8T!77i0e
+ 8^sCQ_.YNRe1S,7<OH+4ojFHua;BfM%jO+@TlWmnEE?.c9U0s+FO*8Fd6Z8.=L2p?e1Xr=i
+ A]&C:6H8+<:)86]_0eM:NMdR##d-CBeGJp:m19Dc[A7ohbdAjiGk*DZuEB.^eIdR4EPtN0r
+ mGLY<>f-)`9cAdVi)B8Q9j*<23>!6W3D^bSKC0*X!9[2A'@U'k(_\*WtC9A2"AOC'\6c)V-
+ ?=p+]Y"2-:TK=>UapeCS4c9j(HQ//=RJ<LlLBUKS&1:G"G-YSU*aR.g$q>E)9.`ID+tD(eQ
+ B7T6Q]Q@Vo]7kdrn7oR;Zp5ml`/J%O7-.V0LFmD2U5@5'Q?a]]Ep%Mhp^M?lW$\Nm?"?%)a
+ bp^"<CpqT)p<ZY@-m&I.116:.eh:o!.rJBDA!ZFu[=rNVK4Gbn'UD<n1bE81k<kL"AX)Xe<
+ aA+Z@:i0U:^bZ_dd(,dV.WfHlo'7oEKMpHCt:HdGkE@rp"L"BhUe#HW`:nD[5e$Umj==oFg
+ eDD[JtD.[rtQ]*!%C'_4!M<05WXnGIN!Eij<)ZP^Drg*&d&+p?-]Z/U:AUDYKW1eiQuWqd`
+ b+A@DScpB:o22Y@jqAS\\A.g9Mr'lfMFER[o`<*2U+.9n_B>_d`@$A!8>"*:HdB[NGo/gka
+ [;e`QUC%XE"1lHKr^M=WmJ?jB7QXt^aB7Xk?*&)ITJZs$q'mLQEK"*Caia@4$C5TgF21UBi
+ \3:h`6\IC\H$E&:\"@Qj;cd#mH8bA@F<tl#AI5iP:,fW;Qb?/G'+>Zl>1+[m[C%3c<?h1dI
+ <KlsfA0;Ji:rS_Bp\'^2:lP"-u7H,mPjq$=8d7Y!E6G)8JhnZfEja/'9%/PJPQ=W6^AJNXY
+ ],0K,EF(pu.5W)BNE*@KG$e79tRk6'$7ZO-iLa=A+>b<KMEqA!gJ^p-28P6&'Te2mbB'pB`
+ D'F*joSHkVQre44nICM&d$EXHN$:'E\#?[]C:7X$Ul(ZeNedrXf:MH5js\?BVp@:#1V?J)l
+ )Geo_(6\/BcN0^j?0*2NVIM$'5-t2>4=QPr2Q'le.4ot?jJ[-:]R(>P9(>/MQq":*nrK!?K
+ O;Y`bfN4S&?$[6BO]9knRF(-LC@nr4dJ5.bpig<F0eM'8a4WHS3/;N6Mac&QEk%6rUna1I)
+ jN;.BUA%MR9`^sb;!./qH7HG)/EtfWM4P,N&c$>3I?^qHo3p8URF:ai6G(,S/n<90,^1RqG
+ F(ENZCc?&u7I'iN\i]7@MqAVRa1*>&g#l]7g!p@en!)\Ik?Wc$G[CSN.XDR3?NoDaV&aE;;
+ "fEG_:h8Y3..T(Zrl2$]b!7A$t"B="d_'cC[`]:dfOF;Uot<gP,$)iGUVJ,1C?3H(X<0<T>
+ <UH7dc=unNE5Hc4!)?J#hJ`=td<NpfVYceuOiURS6lj2!1VRgKHqId)pD5TF5RlLGGRk^ge
+ It]q9ZaaG6pT:CEQ`2j3OulC/n?ni@?`I2J>7RiafS'bNdV!m7O#d/DH3&kAjfDJ2488+r]
+ $Cn4@6FFDXgr.g1F'%]=c<0FCARCo>G85^V6=B-G+gH+@Fp)Sn$(QW]=Y_nJ]9>D$o7m?@\
+ A;g_5k6-X0LD*Z5_K1q^]B@YGZa3@_4R\Pf^8?pS`?RZoe4R(/_k!af0KpWS-6ne4$d5l*]
+ #:Wn/>n(l;l1A[\IaX1A82pm%LVH*!<i;HNAkRtl*sflZXFMg&13=9l!t/O"NR\bi;.>[bV
+ 0[Q!.43Pfg=!UC!f^W1_Ia/T=a.7pd1c+KaP]j-Q1*07d[h8t#uah'.=>'6aUV6_-0W#<^l
+ HAQrp7DJZMS[G**dtb>5H$i2GWgPd^Plu6_5jQ'3B7"P6\)!]Rl"F1k_m9ZeqU)!Z0<K'.`
+ /gt$ppm,eEOi_^FrR-o];`e5'=pP\`aQRiADe,7IAES.a5&>qr@iYFS.]DtZ(-`o*C7A%6c
+ hF?^&4;JgEju]jhA>_H(4?Sp@6<"V8&KcW;URqg]]6V$&9FgLKkF=4;DHj),L/N(V)]R>.&
+ C@/Q"TNc<4#$UrCWj%uNL>Ilc%Kr:tHeZOiX$"rIM,r<_7=&#4O`Y8nG7r+"-fe29UB&#AP
+ .irU;7f@)nIhS&8`Gj$6#2GYHZ'S(]LTr[)L7GrSce:%kK>b0CC:XrYu^3lib?"(JEp""Ms
+ W-l)*q:2j>D9L90f=j?d)cb+An''JP>?oXo>hOqghnnk?g"i?p]^)7$-+GM6`'(EoRuQ0n!
+ Q=p?Y$K#c>nPl*($L$VURg#ahN0\Sb&%/M@l7=P^$k5MV<VRiTts8e)5\>o"m^U<l^eF@rX
+ 8&k&_.rE^"sXKrZ0P'eYh7KmC6<M=V%k8Mnf+JbI^J9HVnb=6eFJ)L\>BAh2gY5F.\YqM#8
+ u?r&(.7S[Z2RQ+a3)rNBNHMb$"?chih/?@051=7^UAgmh[+*fJjH7Hm$+2rM965o^gedMek
+ SlCVATs'RA?ab+$Y$:ci:hf7tsFl5K.lp#pJ50MnISa?;ViV]Ur]/f:!Z0kX_m[p$A*HV'?
+ GH%+Kmp1FNG^K<KWJEb@PPp^7S1F*]P?bH%jnd$[59$:Rh=<KrgH>E<h7G"];;<6RkPFN9h
+ 9#:Rp#uGOoY3d:#F::5JE_?nT<IGU/f>+R6fJ[pPYNYBMacY<R+-"6*KN_O&fDCD8L9QljV
+ !t\Y$!?C9BHm*Pg3u#Rn`&ZRFLYM4eGO6'H$F)f^ppQgS=GB<g?@TO=Bi<X[8p`W`A:o'sg
+ rK>clUo(&JYDKXPZ!D"_X5Y17Brg",m*OUC,j\_V05@NEJ_HG3bTfGj5MLq%5/E;46=0,9J
+ b[IC^1`_.bCb@L/h>b5Z5SBkg>);LVtEnA`R[(:ZdVcftMCA%GZJK8jbg24:1IFdS,\82d9
+ ]FFlGM8S@mM(?$T-^W!<F8=W5Dbm(Vl#fQj`m8;,g?s1^hA43d[H-lRI3*l>S(['"qYf6E@
+ eI)!qY`V8T?$?)9jX;boDnp,0I-l*5R$cl"UVD,)$Rj\8=^%'B%/+6_N;,U-^WuF2\*`eoK
+ s0XE;Vn:_f7\d'ZG&[>87JL!Oin8;2f-,7^9e<.)n!sFWO'CoRe3B7L?OJ8CB&M,tTk&OD[
+ UPH%RNfEeLJB$?EebDG(Vt[4Y+(TnI;W1E=@h9_1*i1<jl.felHTWf]91Z^g>A:@k3A.o0+
+ &]04Khm/K?gPP#23:t.oA78W.1Y<l+9D')>I1o2<G(oHsZ9[a^+4&/`:n?Yef<=MGs<4,.d
+ <E/Ws;cATD0u$gk<K1Wq<jfcX/_2f8F^A/Bon-S/Aj(9GfTnCYA6F((\RLOF=i=;[7rd=3T
+ 8FAiD-M2F]5LpJ"iG=bG9tFR>k^\9F^93&gNOu7+mOH9L2"T'hWeD9V^f18Z$r^qP/=D1GS
+ UXgXc%W?Ke5s?m>#,[K*8tDGb-D'ip:82a"`OR0oohT"$Y+CGnrg#AF5[\f]@BG>humBIU_
+ 0D=egnD\F$>tSN?T,Xe06DS&"IUH5;2.kjOGgV.giPjShA>^8%VlYSO:>C@HluX[1<U1CS'
+ g^;CCJOVCHo`)1&F(Mtm3D]3KiG245-EX(bO7P\52]l-!nV(50-pB)kfo(NMEnFLQ32t:s5
+ )oWb[[.DC[4H0M0o(3/C7WWZI3CVA<LI9F1B'h`Uo_g^C<qUTJ>?>tG@D,mrSYp,RfQIL>@
+ <XUoHY%EP@D?H"<[b[m*!DtBFW6+(nTXg.LSO*[I]'74HN(skm<a<F]C1+13VZ5ca$>Hjhd
+ 8hDoj;q;gONZ+,0,=b3$&lhXk6Z!LT^[>.>^:`r*^Gt"(P#=O;W9Qa4Vo8JS^=3_"Lb2).B
+ XZ9YfN$<c81FZ,LAfFe6G3IWV#-ie2.XVF#Hi$6!XDC(ReNT>n$biJU`P/TMcIG/W#OoJp_
+ >S[(WVbhAd)Ci*jZ\>,FOgY9).DQ*ZN\$VU]>QduDks<0GGcql\PE1W^1+p)t`8qZN@WG4H
+ brLU(kG(tH;(d\t\k(WA<<R>am`%=LkjIdO_mWW$n_-((!:F.Q^Q=K[A3;j`ZW8K-)P`g8N
+ q)I&T)=e8P#b4IGqgXVe=2YbG#(^*5Xu(;rZB"YD[t-aD*ds(.?^t.YIRuRT6'LfAPr9HGN
+ ?Tt`4LKhp&3).oYmI3_CuC1@mELD![^hfJIj_P)AjbW@#WQGE)pa?GW*hodl2pnFq;jkI0j
+ Nuie:<s'[Cle$_!;5C,!qW6RZp`RbTrqOR]To)=\6"1e!4An[LuE!C,>P",Vj=-d[+4i1d=
+ \E)C@$3+TiAW0C\aN]o3qFR^8Z6thR?IZGnuh+2%-KT;:^:e-sO*[t!cO4:RBa;9%o<ZAiO
+ OqpJK8oZ%EpidVYOC8Wmk!%lPTr=4lUJuQ%;JK3)WKfB><:X-Ja)L\[6O9L1lEMjSe>nlGY
+ #rEKCA[+_\:0L`qc7uf0H]CkQuE+95Zs.Q+<1]jL1UWkG"H!ePS:6cm*j4(/RVu9gRC!F&D
+ 2=<F!hnpKTi-O6G":aVcAq8&B`0RC#M2@dp8QLma!#Dok7e37%^oRJOGlh6#BRrTeSmc,e0
+ g@,+T4PM/"]uH7'Nm_ip%$DDU&?#=n"DSto5tj!e[)Ea;*]V0&Rt>kLZ]SZI7$<6FLT3c0%
+ N4ZB9<kVfVAC,q'*p)eq\W*XhuH>cgL]pH2%?Mi]-#D1P>":QDQR^mlc`VZ^Fp923Q`IM%O
+ AAFAn?WNWE0Pag:Xgg6H<u`A=->!poP<QY<F#dU)VAbo0@_fg:ZXDqVi3>8)E*0^gA8HE>K
+ m$@:iq_JD0pM7KPJsWVq<Z`c'`#+Wq]@$Y")8FmX.Ycaf@nlR6LB\`U)>i,>F_BUBUucEFD
+ B`2bCu6r"XCPB:6Sqq_/lptbuOL9l/m,$9J]Y#OOVh=h:oK17egS!,+NVS<NgdkepG`2pHN
+ <h!MFNMI3Bj5=_D]@/r$l"(5#OT%86@pn)fbI21%u'lG8"O%:tkeEVeUP%kk.eC4CIh[hp)
+ 0>cX-4_Nija=,7fN23o1<[K=6R/40Xs22Kk'K+qG?9oC`+OD-\d(LnJJNNCtqZa87(m/'M<
+ gMT=2OX_^==pIAL4Aa.F.P#&qCQu:C\>#BhhSrcJQ*(O2b?8lF`uC;1eCJ-@)3NP,/#A^&Z
+ GOl@ojm4mF.@jJ`sa1<E/Cj23sRb>+*nHQE;h$!GaB*'S6(U]J[@O0\7e^-5EBL75GU-.,L
+ Tb*P=kd4b"BsM^nm5k<e_9dq3Ir.cjNigR?O[sf!"8*a')R$Ig!0f*]ElS_G.+)Y<#P5fGa
+ d!FT$sC2DjbagEOh69pL]Aei;uO;eT[_pU#8^VqS8rCZIm=Oul_"gXaPdd/Muk[jQ7>.Dp5
+ pCp2]*9uHFW.sLFH8\BEbFl(m$kAQ=(RVoluhj8,.E"=(rGSoB0@=2UG!A$.L=Q1Bsl\kT=
+ 60N_5U\(.Edlel<50)lK)M=EWEZ\`24dRAR\l4c!s)FpLecY$*pJ:&q?s<AtUojRE\FYY*!
+ N'2)kISODF<@4'0^^%HN6bc$Hq2WXn(Sd%3u%$7_:0BH0C!3EX8[?XZN"!3a"[30FoA/DZ5
+ 7'*gLDFEYOUA^ekGKnJh=U9!&kfM]=\2(6bPEO^:.T(ZKqcJ6SLH__SD(U\%BSoW^".+I5>
+ ZZ2u>TtLi9qr&0<ea*]Q[paE7^^H3_XB_-@aAC_oBb(dX)r"uq5:T^;dD=gW8']o3stl]Af
+ dg:b*k]upC%UYVcQh`5K1\U3;>;r]_sj>j`i^1694Esk#"kr"t^[B&T,T\hde0H&(%3_Ng@
+ CbmVPnO#rX^FF@eZPfjfX[A"Y^M8,1K-%WCIm9Fu]0ioo_mR8&DSOqF[gTc4'LOt!1,i-RP
+ LK`IlbC5N^qb<5\"!ae16oL>1dJuR5hlf$gOR6=SO!Y+*^!:&=DS45D$Q3d6'PD=Cfa&Q=@
+ J0O*l*#Ud!c*GB87`P#,GPDll=""*_$PYZtpjS.f;UQA2!8668RIToHcMF-88\=2(R\+X=6
+ WO._48F^2rGRgi#O.Tu-FU^;M`ie8m/smmB18^Bt]C@Wk+[AA;'F5@aCSZQ:\DHm1AP[]DY
+ N_u-st[_rRQa;QSI/;#^J!j\mr]@9<UbX]U!#Xjm``3bArg^?'b9s[cJ7-kE)lC:9WO@:>Q
+ KJE$%Z].DDPY"Q68R.QQCmPF[@#$^dV+>DkoNjuaS4UAa7MHq6*$3*V+KF4-_B`^"gQnlc-
+ ,'L/`fqjY1aoSe.QQ97`oJ^DWKfs]&4\"J6R4Ck4>XQjFi.+!7roM37!Lc9AOiM.5CBm`%"
+ ,Z,4\+Qs^U-3r"@'ZVJA`BS83B6ke:bUg76iqXbT)DDjG9S,MG-Yu`6?4`;glI*NP'Y"3!>
+ >^*6Ub^5pU,Y#Cq0CI*YLacqOqr9cH6NE-qoC5)*Hb8[R&?bgsnkT1S)c]tE&Z4JBVRh9%h
+ :8k\*b>\Z9pCJ&p[8rF%risSJdDl0>30_B@r1p0>2Y<t^"b7s53CT:.@G0;`08!LBuRiFr(
+ +%q!/98iX:l@R(QKLcb&9@SO9jS'<e6oR6Dc^]a!AAZ,m_lctX8?1jk_EU<0$quQF_">c@'
+ [+i[b+rEe#/jM9,mR7p#Z-Ke:mlN]^i>-S-&eAGd+m5Lm+=ns&4trU;&WM1]\>ndA^/\":#
+ p!%,c4&<V`mc7:*\lCS"<AD*(&^>7h"O]/?[9NV,!GR7qEl!D!X&BmDk/G/C_'lD"'g)nJb
+ a(/PN^i]Xu@ooduF%4-T`kH,e0fhFnX[9H<pl"T1ZW_9^p8cgrqh"NSk'%8\:#:dmEA4Z`d
+ 3CPP/lSo"g5m6=PJ5ZA1Y#iKo^aF/]fAVU^)8_$8ZCn/b7fY*gg8de8=3rd>OpX)mF7YBV9
+ A8/o'(b:!m2-at3AK*tT*6q-B6L>gX]]W/ikF)Pt-RBt[#kuLf2UY7!b=*aQo,UJ>BMs`:;
+ OW-^1Mb<([8P0#^\%6Jm:S@/^XEKLc^Y,:,*(!\im5e%`3!oQm#/Ze2b;Fn.BPTur6!VS3k
+ UhL`B4i#<C,5bGZTlM=.E=r0S9FOg=177;"]62I7R3E8PQ<!d5=SA_>%!Y:=3UK<;dWY"c$
+ (tW)YDfc8;ObNDtn.<`mSJ<IGuiM4W7e@*YlXO%ikLI9eRu?:UPn+lt)pF84<+IEsJpbFN0
+ !4_5T2/Y"[O;Y;^`XG+,_qUW>9<m<HlPr2V-kgo[O<sn9BJ_sN\!n4Q!>*KUb,SN<#cW?sF
+ >2?>bmB806H`nheL7!$NfH*?'Ze+$@=7(H@D%G7r*`S\]e?ic9`+E+=hq1g(fOYjkCBr7P^
+ ^PXJ0Vq_#X]8@pji8*;5/!"Zm>oEfF]f`I+_;nRX7J],bW<]13o-'ph3OO!Q^_Pq-l$5Mbq
+ %+6JBqM5;WPRCHAbg_7+qGg5ZC6W):DR5eQPDt.:o>Or/B?HEPUX39Uj.*:#fEQb<[$,#2"
+ &'0RMNuYMP9'?Cg@fWTXQ%GR(H)O]AdFmBg3u[G,i4?OcR1KV)J5+^:_*>I(NN9\n4ZhV7-
+ g=E:k&K]1](OP$@HfY*2?e\ml(*kFdB?lF">K]ua,>?N8q;FSgQ23afR-I2Qt@%C_3'q!FF
+ \juGBekOZBe^_k!f3o!,?%i#ZP2KLNO&j6Sg+:0Jh)4$U2Vn4t>'8e-Jt(Jc**tTY4Le053
+ -W?LlXC>I@NH_&.$fZ[Ig$SL0=YcRn7lEU-sm`=?R>6^"\@8L&77fYfHn,]2>5%4pGm@kfN
+ f:tm80GRqc+nY>UB>D4oX5!j]L$6i!ACO--!#e"!K9"gmq[-?'AZ5bi!op6_q-%"^p-q.:B
+ hufq&XG[4G_O-/$JO=l!`DlAX[X^"0V+h6Q'H_WFYUUYY"Nf*3*<"r]o')bBqfiQ^FGQna=
+ lE.qR*LT9q)2Hsb,>\22(#=*V@duFXr*JKShif5DD#%Ce3.cR%1il1LPVCbcK+ur+G<6d2?
+ 7JJQ2q,hLK2+>=.Sbtt4DW>n"B,uq.gb.W^?!MPq3bAKWB^TBeGX!43gq7l!L-[BQ6;ht5j
+ >8tlL.,Ap7Sc2WjF"UJoR^KTf'#[`jKo"iVA&%=iah(o8<Y^g%#Rtn1YQFYh@<Lk-$*X(OC
+ `82"'!eS]U:5^8S-J<BjR*>Cs`G8F9dmR$oVLJSsnoHA*,\?AhGQF<hF*oAn&F+e>7_*jCM
+ qoKBB<1iu58KnVH>\s'nZ2d@peSD8T`B<F>Xh=PY'3?98WsOCs"FCE)hSp3Kk)bu.i4B?gf
+ rk'g^@7),N\kREto)^OW!A`u9hkZ/:/ASL5A5iG1g`.^#2V)7.Rh<;]0jXW5tVGtMEOQC(T
+ ",pK>.&,s$QYaslCu3H#"4[YHnV9(FAepm'-IZ\;@;4#YD,t68D7=+o\C_Pgk)2p\7,7'-(
+ $<,*B$.Pl4o4=.qr:r@k6pJ9-9(*?X_Qmkj1__2mQ@o^GiRq3CGW!V7XJCsHshl9BA1aKJg
+ &qhZXD$.A9HC;`LL?88`:AtC\GPWIG.58M)+c?:Y*Hq"NB_.`b=.f,UURj^<#dBO\DuC>9I
+ WdcHboD"E7-?02>gYcnc"udd9O2E/t:l<sraAf4kL?C(CedHV*K\Bl18imDVfbAJXQRqG%O
+ Y@ofT<V8BINX@EIT:1_E4?KU$\Yj3Y"kFUu"!dA:hAntsblZV^W7doO>$sbBjmj8N_15>6c
+ K'uaSi?j<JDYNUK'kHb.f&$:El.GIC$d=#!kiRpkp;q7X<W_m9KJblI!I8Wk3-1-@F.)H1L
+ 7)bQe*s7toA9lA:7^mgSoE"A6-e+i51ro5&2_)o(_76]:>KZ&hCrR!>Pr;T%i3$jWuuTGo\
+ 8Wu:39kZY@goVm[$g&QKg$)+'%1aEXqJ$G9T[lml$cJ=cXja24CY%88g]*?"Q]B:53G)TP/
+ p8mtjYIo>5PAqXXj1B[Z6cgGe^U3UdP8p66.O]?:EZ:'U32@JO_\Vf-bYE-DS\V&mu*-IMG
+ RFE?&UoB)Qas*&<e%!RaA<.:NM^COf0ol1L2is1#?mCd,O1?s?\j$sjLSo<Y$ic0`K>Xo[5
+ (E1rgk#)F]mZ'I#i;.)gP]^+4F`#HBk?)a`=`4Bcl_W'NAXdhg-hZ;dEgFFJ*GJ1P.n"#Y4
+ 832LG@P<oDY@-/jYnr$+.mA)C3gCI]Y?</!&FgeE.s*gYF@lQ(T2S/W-X8\LLZ&@:gsY'Fa
+ DAWHJ`l-+*[>^62-tDF=a'V4C[qXU[]%nFD\\_H2MYI]5!*nC6mgY0,L$8L&8r,mRs;LIE$
+ 9?+8DHK>aL@a5?,Bm[:"^6mb_*d^Q<5lO`)#Hq)5k<^F4A7QJ(FNC],tnT##]Tq.qp`Dm##
+ WL5br]?=c?7H1u%OD<(IGfK?mj#9[OC^SuXrgjRLg#,l_NYU>.GCjO^9rYOR8k<NlsH$]sh
+ HR>H\^=lq#U_i^:GPAR`hgh?fJa/;JX.P%%c\228j*qTRHh=H<#Dm>G1jGq8FZf$g3NRJVm
+ /151nh,C;+!c+Raa#ODP%Vs&k",gZ9nM.M0VFM@/05N4L-d'1\9p1K<FN@GO_Ch&2&V::UT
+ sOZH:&g;8Q_,n3Ef?3PY5R^d_)/]0UYXIPBiR)MVan"-ZduEre0,ZcKMW-2("GYUXNpVl=D
+ BN`c'Al[7[i=Z!2.4lBUZ%I`5a$=:8qkm@qp@[T`'0b=07^Ek5Lnf/l9@OPmfZ06c1Trrmk
+ g?uWV;l$8HM`FCWIe-f:%gj-UUq0^1p24Mm(F4pKrLIIudBlr'W7]07een]E^rJ&@(ZeB8>
+ gO7*)Fh?LKGME*%#DL(TEHp8f7YPO7G7YO,6.3`Md:nWl?!b9MZ.nYiHThAkK>$72O#d2OV
+ k_f*p3M.^hLEA@o(m`_h`nm-nb`97H/\:,C-W=E!s-3a/.hq%Jb`to_2raX#Js;r.0gWmZn
+ NT=nC06'_oAX+$cFb&72!P$4@^!>-*aKc`N`rZ(rd/UWZ`.tZu$dPn]Z8!a3iCU>KAQ:Kcs
+ !m,`O(<_An7V8TJX@-d#>+Lg1kHXKO-I'&9lIb;.2C.a03Wa"kk;4NJ_k1Kgn=9s\Bd2[IC
+ EY;sn7V!U:j'AW%?cVsK35D\FKYsHaD,n38i'NqXc:m?)A8((@r.7d><8TnoK'\,!6e(!bN
+ :/k3k7o7ZD;0Zp-'ie14e^\MF<Z<5g;d*4EX`7Rs<OI*Wf<sFT-5WQ(Kjn/-/WjPr7`_$)R
+ oXBuB3H(AV/"]Fori1g[`,^m>F*'qE*Pl__fB"+/]oH-k1/"*?$C/EGMZDDghkkKZ%%..=2
+ "EWM?X*jJ)E9j"bP["3OU?o(fh<(iRi#kL'gBV[u'+SVCdbe(u?l_@X.GKO5sFR88]PQ1'a
+ $)=\`+a+rP\QR%cU4@"T\;`c7KBkpf8rUj;fDTV\(i>am'd5)lA-WX=0Ol'c(TW2]W^UT3T
+ Ko!GI`>0aF[/:-m0YH;"IgTiES]'?qF>>!toD9PK-_sU`U*P/MWBYMHK`o5Kl+",g,_!kSN
+ $,Z2e57tj(>[JAgn_AU;aRWT..+Y#Gnbblq7l.-i\m4jJnaoTn8^R+5)qOb+>u+T#p!;f-s
+ )oETAHTbS[rDPfE//_ppX"j`%X;:g58;&m1f<;MnW[DCq4;t:*loChW?')Y5I'PO;OjL0Hf
+ "+C/kc3\aY-@%1s,@eo8MZ%c2W1kps;6r!W)dom1i"g?dJO>da.ai.7Hf.eMIG/YT<iTKjL
+ jR>Ra^`rWk%<,d8De&QmCcAANtcYu[UHK@"cQ/bQd_f';'s$_A%bBN2WGUb%5Cc$lk(o*f&
+ c#%2E,)ae3T%bQ.k@OqP>0mJB`@O!10Ck<p#G#le\>YQ>WadU0cTbQ1b*+q!/S$U+bc_AlV
+ Mp2Zr1kK\pUD$EOELE]3Ggt7g>?3+gE3;\8[+HUu?YiH&4>q64gD`P/D,&GD2]2\PbM.4qn
+ f>;r6'aK!LufZ[k^JTU.jX2OQ'0R%9M(X0-KO6YPL=nV8eY_sg\>P3DLthJq,HUTA##<lS^
+ P+$<dSDAZBieU>WYG^mTmC1Q]D%$Tilp8d-S`=O!8*sVipY6UX5Ei2<qk3Ie=c:fgui_n%H
+ iN2I@upI+*Kt5,Zjhha?j\PF;/?GOITMV!NQPdJgng)*D:&Q%1[A"OEGE5+k61J^?,RchK(
+ Wi11"&Whp3OQo;8/!nO'LIM"nM,=LKi-_diAFMeGC$Y\<PL3.k^0;rp..3(:%e=I_cpko^9
+ j@+n[)ONpKSJ)lW98\j'RT"5PcD&9@MfeqNP"<C9C*>6h<?<n.GgTF3*,V\&ZD\JIj]'C`F
+ _ipA4]Rflfd#NmO3P+!<Z)3GgSBRAdNHPb;5-&TJF=Q-MRZ_+j]q,JFfs9O]N:Qp?KA'<*W
+ t1GW(Bm/j^!L\'"Z"S$"%0'Q&V)mk$-$0-"LTKQ']Pr@E^5Ymp79ZZa1uig&tD3D'[GQP=F
+ %r3NHoW_r.#-\o-7?_)S>E[%-jHFJd19DWblMIhU,c:Fh,^DC"sQPOdd1]9K7lrQUul(?eS
+ AV*V%Z)S4:9LL$936`?goKTos8;0Z/4D^?C!1jY83>L^M=6pJB/8s\?Q=\C2lon_s`RGX<7
+ :8uM:VZ]be;oWfRC'7e?EIOW]LrY+hb\+c:3i:FGT,Y#.8#hPd36,d=L8raKX*&b#<SG8l.
+ hmVtFdj(GK,,]OaQX]Ih8!+9AW6/V29+;+*+PL]Nq))$(LrPO";Daa:6n9dGoFS&>a8_K?&
+ ?\3.F_JqB9_4HOil6B/5+d+AWTo[QoTR$=kSY!hCQgV8=F1'RnIL.Q>N)D^=FQTZ^gE'<47
+ )/Db_1lD'*&oSJhAd>O-ProHJIM3Zd57=m_s5^!!rBpIHc\T0P6/$_Z3[khSiIFnFK#e(8X
+ /l536?BXXaA&AF0>Q/d/S"mEX=if[3/hlO#8o;-Q?qpQCI9m,PSA_6MQlj@reFs[CFd<>]Z
+ P$<OH@5b*P6YKmkV1a_l)8dCuX&X#E*UrLQX8@AX@Ve]IlQ.LVqjp4d&R%0U,a$-Z^NaZ;j
+ h1>bp"nH\)i=*j3f^(,hq8frAB^7QZ<g;afgCE6>btr9Sl`4CB8:'B\X0h$^pDg&A*.YcM=
+ X`Ec#Z[BB'69Ro7nU:]UitE/G!\[Y']9a"$^"L$_Y&.1E-*6iD3++UD0;\kLqs!>jX$DoZo
+ t;G=LliRMg:Ur=II[G>`Q&a/Z<qX1]NZIqp'5f%:`)ldVs1CO>)i[F6G:>5F^qm=j8^V?6/
+ 4F1>0YQ%CJC8\plX#OM#.[.(6JC:IUYmCYB5]HhgA>D!OU/4njF2WjPL/\I)Dj>4h!bT4UQ
+ I!M>Ak5=D5oA4uDH3*ac6m0bpS,X`&+&V;_+0@S/+"-q'?,Jh'&GFmDgi4htQYbOoZ^bM[A
+ m7XBm2mDEet8&daf3CrAocuNe!0$U<M):#IHDVXF`Ugnp=&1ak8Gl?F5DJDIiSCM>mj>JJ(
+ 4_6<h+d?2u%M*T!ic!ir6Nar)'S!rn"lfeaC0&Ag$G7D!Z"Zm##?*Y0LSGf%;V-^^.+F#dW
+ kL#UIQMmV_CEU2KEpo'am!muIJ&c*G6K7e!KCnBV[$%i#7Ba>#5Fh!3,S0-V!:YT4n2*oZb
+ `0QRIqG6a4V#LIr+"+D:WoH/V;-X^s1!MoC,<=+^b$-ul7OJ;F[VVs1?iGbsYYAW=G[Qa/%
+ b@bqkYep/$aS5llbjU:SDE?g]Pkch/q5[Wo&E:,/V%/Mi%aV6=;"@;@\E;05d*%%<c?B+6"
+ T5M3r.kj\m3YhOdh.V!<mTLuYMeZ!V#F$#'$d<PW\Wk%2X8Ok'?ehi:]/e+7_R.R'[Fl%lg
+ Y!1<nHg]!KDWsn08!SB*-IqBTP"P0K.VppB.[Hn#E2e0nPF)8D?s8(s)FT$plU$=W*8;OK`
+ ![iP>^C((=W9h+cND/_p[e[i:IA)puD?&]1_[ar[8I$UpTm&=!PVdg9ua*NrSeE1f7RW:j&
+ f4:c2LKAR&6p@e[N$dL+.:+5lkb!V9:+NKeTYgdtQg>kr_c7n2Pnfm17kaTreqPhRI:U(FK
+ [3Le0qlp/I#PAXJ#3YLe,cr?UE`3Qi*@6ctTa`pn"c!^`[cu0lrbY.(cD:Ip3*oDV'CYf41
+ 4l=L8H9>u!/<Q8dZYE-'T)?c.F8tPO^c+&.2Is.!q,M-#g3=4G/>t`"4$iJ%C$b4M&>Wn),
+ eas0NT.?f,?6c)KDQ-@-SX2a;Ts9*)c5Y'([bSpFh^+2PI/Ai0Ho2fc>,A*Di"-Z/5kmjW5
+ jP*g7Z(1%=.`\KA*P+4#-QlS0M;"!DR(j"Sk'muJV;Bap4D8!4qhOQ<h<UEXb_99Lkb&i1a
+ dr?JEL&2&#8;fa53%4(3:&Q=-Z;&^h1LF+\1->bmYZ]camQD2fO3RWC<$:Q@=s!X"$.*fdH
+ 0i9B[d4)Ap($kfJ8pr1KN[(j4_%CYSd<(?\^FRaK(f(5bC9]=pNpuVe)04=\9MZQ?pF[-V/
+ `A=#J`@$!rBQST5h$<1'GB:(IN62`3Ph[KP7Ku:-S[G.*R4aAOJ<k:m2iVr1/P52PX<PL1C
+ N7[1Mjjo;`c+C6O`N"psVk2;c)P]<CVb],*#e%P@EZ*rAKg%8(2A=:3fB))`Mks,dA"/1PJ
+ CqOX:d2rUD6^PE@3W.2+IYlEm`BchA,K\N6qrf!DO[Yu(MM[\e,\44D!tZDT1R%2R3R4VG"
+ _9HQE^k1[,[:=)DuEJjt'#sP]]5;AWl:gZGMh_!d7)1f^B_9sAr,sbNM;:Qad'dHUH*Yi+r
+ *J:+R;[l'92,f\N6M3Pt<&HD<774C(p,"uU1FlI)77=LRpX03fMa$p$B/EV(7M6R![;pV9C
+ Gg%.%^^:I1M'(?CKQU68.?4k9bfUoN;RdZTMeucCSa"kX#TaF-Io8P<3&$=:J12'9.aF1Ee
+ OK+MX34C^64`]oZ5Xkc!>oC4>7p@FlPU,LJ@+M:+`4WeEHAmh\],m:K#ES[/1"a!FUZD/[Y
+ fR()&pM((at$*+A.<'dmHk-XrAl@b*.fiAh*mE="N_)HK"2eMgDb7m`J,6IFakOJ,Y)<j>Y
+ $QEr/T#A6G]Imis<1XoK,PZoteC.6Zk+jf+['mTQiI5TG+2?_!$:Tm9sQ@>*Z\93sb24&&Q
+ K/aCh=r+;F<1OXZX_X/ue2=X<;kI:>YtJ*799d+_[(ua+ZX#>Q'p[NIk$ME`,s70J?>L8W'
+ @SIKT3kUk/1.tm2?,jRnR,8@:\4'n2@iVb(NGK[$pg*t!E:%)h&A3h@i$e>(Gg,62Y8jD&Y
+ Z!?[R"E47q;9bA62Q*[6o(:7mf1;<46!=&b/kfAs[QnG0I?oo/Ti(01C__7F9Xf'lc]@+Z4
+ =@BU+!ZmU'Z\ASIBVS^s<\1.LGMVcf!&=j8<t2mQOD[<mUqCUBpB(;CLg;f#8$>OapNC.hf
+ QX^'7LD3W(Xe%'?Si7N$\Ib!H[G4-4?o1g(q.sCes2!])S""]]2?nmhF[h"$eT5ekG:mMhJ
+ i9;k&VB-*%F-nV5(c-eH2QfhF+2IhOpI0267tau5FV[Pk2G]$-;g"9E6^M'"em-@!BiT7FG
+ 4GZ&(ijiM<=H?`%5rE!epR:9F_ENVBQS/op5HH0GA1'8H)1Zi0>D69KmK)bHL3/.;hk7;]5
+ )M`Hh3LLf"epWb.O(e'Gf"UQI,[jeCPDQVDZlTfBFaYlY^grDUdDV[H_I+mV3R@4gBKeEJI
+ =L$XaB-E4?Qh\/0_&phpumOjj.8!u;Q8/09jBK:+BV))IIZ2E7Du++a7u6I5qq?\Fb;KXjg
+ !f2Ir88VM:S6RrCr(ghG$;g)2OL4f/2E5@<1CPS3o1_j_Kp32<hh2%GTBMdl*\W^,2NHo0m
+ M>3Vdo5U3f%=2!.\FY!8(ThGYJVuLo>'-<=[%iQoWI/L#N/jlraD5VDeOustNKh>/m`g2;b
+ Dpl5ME'n:GjO*#nN?RA?J#-+R/_[OpJ1+X?eGa)E)/[L%?W[jOa8+#pD[O+hAP:l)55l<ff
+ >g22kug'UVekn@JC8*%?t:tUq03`q+IPd9pKs!*LU,cH!]F>ATd6?L/>42\oQdiDl8goQ[!
+ Y>[W.Z'd?latGV`'=F&RnJOa-6]Gq$q)\=7csTROAC;44I1RBqdWI3i%,CDj`1n(ft6_Lsh
+ []@b(_H-V->d\I]-lW;\tGMB9'ikDq\m5O4"f]c*YXa_2V.bO?bf_;$Pf8nVjO>QL#oAtMU
+ %=nf`O]N'5;VdK3,;%k*)e%>`62@;Q2m\u8Zdg0=N*m$)SYZ'Q[(8trRT$Us;2#rnV:o?gf
+ NGX^2l=,piE9k_)/ZiMpQmgYB!6Q[2gK$g2lNpB1tn"X[u$L5V5^n]WUTG7Q^Ok?S#Xn*MK
+ P2b>I(f-[n/Wq]>uFjl`I7J6$tZ0S?n\h\'8`S_2T2KSZQIop!8WOl^i7NY<21Rq=1Ym.=X
+ n+YUgTOP.RB+5@9DRYr;ikEKQr?&TJd/n[TNG)C<6r+q7tL*+=jJJa'N=2oD.I_pE]ME,H$
+ !FrNM=`7n#*)HX>9=+km*V6SX\&_j0ZV5B_uauaU`)/m!2H?Rn\bSu0CR!c7[M_pocGZKAb
+ HC%^COWo.E,9*C[HDenUn%-'/](Vo2=KT3#T8QpgMgE@4(V].%`e8Zbrqk0']@VHKf<+r-'
+ Y<BSp!I%`m([o;DAhqVH1\%<q-KQj.p<$nRg[S?JY9XbJ=@:8[gB=A_kGg._A=#oRjX?7_@
+ b&eEgnr(rA2o.2q*^r*<GLK5c;Pj:UM39e=07QSQ!N)>uP!<0mHp2>]%Kcmrgj0Vd"A3)LI
+ 5ZI><#j1]2pN(kJ&ZNN!n[=+$9hq3@r4Q`;%!W`bt:>cXn&Y7R&$X(W6kGHo?I\',l)]Q.f
+ 3P&\^b`mk'p(h'o^U.u-5O;m-6)SkDOJ]$=F`SP"noYCAC!R'@@p"qq,hdHF%+j8db"lLNm
+ )8X<&@@A0B'B+BS%3lVt!raJ'Zm**?^*Y_?NH]hHc]23!.Q[<1*;!n`qUp8omi;FYr<I8r$
+ ZHsg:HB/oS/8Hd)dp9&"l1E?FqPc;cl%DS(ZEd`G:h:XLZk=fkf4kerBRS1YQicPl(Os<rD
+ 1BrV8ZcAV*&&6Ps'8:A&`9pepD.t4`)s&EFq=YQX+l*4ad$1JE*2SW8!C$)j@7&M]uAoI(Y
+ tC\tciAVn-U$ME_'/hZMU*Q\t/^gR5a5NB>?e`.VNu+CNVNILI3)&/o!$'!Q$`6+S(f>WI@
+ Z6(s;Z@HJJcg`-@Y+$Pi060@fJn8dbGOobOS62DU1n/m-P+!I\:Tp*A;IN8IM(1G9)iD:Kp
+ g(U@Y&co-U!<[EDj5(os/I#"r=ln[ehp1!HcQ5NIHN0VCZYs/ITKEI?gCM[/&^_f[d;m^uS
+ /^V8cfZD()'Qk8+i4gfBH<f<diOSM+7oM>p,>:^*23F/>dajZp66='#)#;In7ZT0*ta8riX
+ nJn_5.s,`Zn@5jF0#8*6'7E.3tKZ.?_j)/MYJX?S7^>k#5E=l<?5^cDQkoo^7/i=Z#>A8f\
+ \08#9(^PaZGASOFSNg6F_$;QX*'<pK'<m8C]*YZU6m>7I1GBX:lWKB8k+h/KjYDO3Gmaf%F
+ -2/cR>h=gr"_-aC(>V7"GL;`(+=CMIr+P"NnZ8k%U(kT22k&YgLk'oOfC64b+D'k`FVq#O)
+ RZ0)[?a1bj2L@$Q^k]GU27GZlhY2T*+taeh4tdS/alIL;m=$-;ER<rkqOJ6P>Hl`Fp:EK%p
+ I'tNC\W:+0.3C:l14]L*m[oLNk0%SIXa#KhsL79[L"$/lhLKF0E_U[M'^i["$mJ\'*^aAF;
+ 5'IY`'Y,M+-C0$UYK<1CccknZjIXnI.\q7'S"5&]HI]<>7l@\<pTl0na*T`c8A$*#g)9H>O
+ $:$+Mp^7gTT<*5pgCFV[IZhI2s&RAb>$a!pA'*s^d&J'0Us[k:=ZoY3(R1DIkb9X?S%1e\O
+ urcat^iP9a]-@sruQfgZq<?)6`0-h*,.,JO*6ICU-$??"QDG_*J%j-[`&\1D0'R_2u;KT;m
+ 9N&7B01^tt)7r[D'`CBs<-7o;;q35^;,u.HAR8hGFbm/&f!Uc]=rX3L@pR\djaUW>2<_8RS
+ (8mF@bCBSP@bcNc&65feqL#9>.0EoC0MI]W%Ak+rO["&f*037>Jf4@F;ss;eTBVkEK>6K!o
+ ;sa?8o:SDi9s9omGY@p%s8HK'AA9@!F:1K4-`/(PC\V<ZQo&`_""'@[N`;N+2S0^b=\lmQ$
+ >=3<i!7j/3A\2&W;0MKU&):1'B#3L4<HB">?gS7ak5GFiHXp4&`K3YmLFBY$*_UhMkjQ_nK
+ .G(=U.,'1\VTj"`8X<ECo,`:p!iZ=.+3tB8l-##imQ#,\/BUJ2!B&91u.IQ8hmV7WQ]IEa/
+ n%G]8d_!9`.cT!q/W3sH_XS!XlF_,,Eo+U9S<##5Z$`kr`cE]C.F*!^o.\QK%.?^62/RP3e
+ 2=A3<nk(=F+W:m4bmY.3K@%!gii+dVWdc&o=NpBSeJj4Gcu%Gp\@!/`;DiKDk?nlrfdTN^l
+ O^+lp@;n-gl=.`&eEU56o"?I'IctoR,Oi?Pn]5)7VdHV\(=mSHX#MG8UWgk&2;R_"8^Yor#
+ Sb#m!s)o7/'6rsY2s/4UQG'+#dHN?QF_7S)K<$>p;%W&U[toGU]/M@i/i6EAXY-WRCI>f*m
+ c$PgOo=0T[]6SZ0XejMHOd+N8'[BgBEgco"9O`85uKb0Skm>24V,qk(A]jbaN?gI8372Vs^
+ fR-b/O^X&7[N<FjZsSa=H'5H]`lTGN(M(aW8I_BE4@dcrJC2@s7l]`RA$gH@&`u5H\G74Vo
+ RDr8"YPf_r"DgM<GO0m6qE'Hf&UmY+O-%R&d]i;,dV6&,cS:3ib[BhS=a])Ktb\fq'fOi:2
+ ir.Y"G#o.pOp6ED@Op\C0g**2A[;ZK9<@H$8<Y>G#u6<62X"M!/G*UNKK]e%2G\lQ()mG)j
+ Z$br9\1VR4l6Y5R3OZ_$\6o>*M,+m%!0`Ap^md!<[rk.OpMoahenSe#^`^!mPed/<Tb0<0F
+ aFBB@/pja7bOAHD&eh4usnJ_SKHbbHr+K0DnBLD-9&*0TOL1orqU<3_=_:0N\GiT7M(iM^m
+ 2[@j^,ZN-NPeq*6$7TL<V@^.>6R@Eq.ASt,[,N%BaFOl$jZckP'lq5bL:AEi98PMI-e,Yr]
+ jdH3MR>W"<B.<b@cJ&1EJCR"\B@r`4D&-oU'l_'S2gd_FJ9MI[8sll>AJA"Xqese=$#SL7g
+ &_sB#'"X)YYH:<I^,d6GZ4I"XL0+P\dX79?E?"-Z!mpPELL.=Z5Xrm'NRomIF60\Q:<JoWa
+ \tKXT'.8M(=g\$Zk6?<XmfCM"$ZQj-;p\k.qHAlG[sF$=3j[pM!>Mm.D(?Js(pHZ<ZZ`ga;
+ djZG!:3?D2FS5Z0H4W3&JY-J5&=(Zba\%OsXo_4u6>UQ;^fYI]0eK"&5G7=m54JR=I^)+bZ
+ %^GLee"%AOBcoMHn\u>EN?k=lVNauY>CgL7Y,5%1"Y6$UK5%WrVcZB"e-^PVE2(aY<>,g@C
+ 6OE^>tp1nKmZkt8Q8cF<3#_k'JO:0(b4<JX3mCS7QSGH=YQ6_N4&`D/:!:rp-6V9#9dV?M3
+ 2<+jW:2X-:i,`?SZJHan>eN=;J;PjF)\t(*Z?3[_lSFonnrYL<!FJaXEuCR*?M?<*@mSRnC
+ )_Zke-N()^bUD(V`R)<TLCh"bbu'sG&l#%QDI#r=0aLRK"U76;HDULppSdLP\`]K;I%/q0.
+ tcPGcjSN/cL^"&^#L@%bu^A*fb@T]?MBoZV03/;J)*Wt2G&(K3n[C3P<l!/]J']Lf:8FdGs
+ FERoZU,bR=,#buZARJ1BJZ3f!VDp(2;dH?+l-@n9(f$]?]IgTH`C8Q!D\#gIPDC]#+iLcUF
+ YG;IMYD#W@CWdl<Q`(8CA'Qe6\IErnYN=0`rFs:#D$hX$,LjF#A.JH=Tosj2=cJsiZ(03nN
+ <Y5ppO5HR;0Xlb8&&h(1OQ^H;S9Y-^q-_-d<qIc=ZFrSF`(#Q9![J90DahD0C9PH2?/e4)<
+ /ZUr^#+(":pZS^C_[^X6Zf7nnnoUi&[ud[`m"c5eX9[*?kEH>cT%\_j@^p"[/MA1.iEZlS%
+ cU)Tl/A<*qY4;2oEmN'8$Nh']8hq4YB_lu>k:q!WJ*$qH<"r1tc#d*fmLKGBdD"tXr\%HfI
+ _`gP`mRiW'=+2@KeN4F^[K!kD<q)#OcPLmjmCd!npr9"Z$]4Df4%I;tmU!reHTu63ICH][$
+ &j(8:p>ZKQ;QX+"5i38.q!D<(MfOZj`0Y%@lXe?ZCI!?EhB>QV&q5b*5e+U*b/o0Pd[u,Ku
+ nCcaQBi/3jr;j5rq2`qg'XY\$Ja'9cfZ":1$cE*DY_h:9W2tno;7`FY9Fb^`r,,"9Y7eZ%g
+ UfT9)u5aD$EL.QrF>^n_;pcu,KF>UVR'L<+IhE+T=g^c$9HQ%K7Q.g@\SC:m2U4AfV$CMpt
+ ?+L_a#+reZjZ$*e'bSRU-_;ihS"<Y;Q/\MhF4Y%D<$e-CoI"T%?L@I7=X=(l<.)M2t_PAZM
+ 89ptT0"W5EKlc1hoA@F^.)$r]UgrIQ1Q94<9"ngn\GF7[J=F9BOpTV'6_fksdl'D2Y.i[S\
+ V'@bn@Q63nN"MXV;q244.\J0oo.r)XgllqK;1YhUd(:$\mjVdZhu0!rAp&,]!P5Iq"DK2:(
+ O,&5Ul$1q$@+2$\PBi#7LhB?ttj^M)D@b7AM@cE./!gQF7'B"1jPF_-+Db'"3a-_+V]^$l6
+ Zha2*.7WXKcbF;hV-EP]h>YoCrs9@$)G+>I@B_Agrj19a)=,TsTO##K:CU4^FT>/sTba(0A
+ 6FEb#5H\^O.K,@u#gb&eiHq2[=_ZYG&'JVSC1.+.`Rd9(Q9K#(L`jlL:1E8BqF6^ZMLmumV
+ \Qh<^j6abURD]4o8E2m%(rO9JSXeb03V5d%$U[=8Pe'PR`2o93FA+`K9gmK,5O=i"KE4LUS
+ 4+]$*q1iuLe.fTF9WssTE5-aKVQRiHUjH9PFti;CV>KP6&+rs_)oNR1h0!B`PHY-9&pgTU`
+ )P2b<a&e7\jf^ghah9ZpsB/R&hLF/9+=56co[X]6pDI[(FN"]Z\g<RHT%+TJ[G]IE0PabS5
+ FpoJ"/kJP9$p9O^Q&eAoHpKZHP?ZP5DjHof?$l:@^551Im!\\gt]R7%EG*3;Ik/<IElP!hj
+ c8Mg)t6hj'68O'SK5It]+Zi/.eRmd21O'GMZ7%KDN,nN$t'FOL<'IQQ7jN9R9L\.GKX1S[F
+ 3X0PCQ0_sG1_id&S&S.(2UiSdlO$8^B?L_R`ge$blcp]]D,4-<QmB)ECpuPa\46ji),OkB`
+ 8se5r6Nmkcf>EU#_)rEGYB[*:aEm(1rDi]`(0I=8.<MJ_rT$pK1qJh,h.Q>>0+d3P"`h(\O
+ =]QAC&X+M_h.naO8PYl^LH;e&4A2*8K'rSCYVpf?oi8Zs;;![$W2qR5D#%8Y`=\oUQO+nV5
+ CV-jX+6.!QtWL<o65bJ8?IG[ZA(H%`FJ"%aY2ZkQ9Z'["Rh7V(s[oOl>MBZh*q:Fu-64LA$
+ SGY`Asc\*N=PC1CV:-6[F8i7qo[6)jV4O__CP?:!Q=E&hf!mhqie.i&/4[[9milDKWcuQuo
+ 1QBbOKZp6H9XErPN=JY*1XP\n9_Aubm1N,.'>tU61[Pq!%2UiA(sQkec%MBWPY4`Fi_dSR`
+ 8+V3jW;h09MtS$!gm>LfLCUgF+uP#bOfo*h.+XTEY>$J#9\6o'31?U(J;@m:><`cm;&Efn@
+ ',ecP^e&.s'$!CX69CYt[*h,]?>'q9t%?LBot"-uR=!A65%Af;3fFZ'U-?@+5HqfA1l)*Il
+ Qj"].o]:h/M7CQ$\iaAe)[<1JZlXURgd9KojYS/kAW[1H%?44P%n;,*(q72=??T@&=Ud?Kn
+ aSWggb=Ac`c^WbKTSQsFh!"[F)&`?%i-tC\as4=rTcd7!YQt)P$.>L_TR%7s:`@\O;Cf9hq
+ <mqK.m;>u%&6B2gf-RGs`3r.qH:IjTf4B(ZW%h6G=].?gg#]No27)%*]*2EOfBb-ED15RrJ
+ 5dfs<(2@%%>)J<K=JmRb`%3WAIC\ULVB=9=H*g7jU\\GMq%@dd4J2IjO)'IaON/ic!AJo[?
+ =NqP-*ga=[YkZZU`\Z9\FP/fo95@\0d:s5c=rs'>7l0:"Rfr22:)i"^1a*Wr?0XCJO!Ib2&
+ o>rG9pcnP^,@>)RJq1Ncm.p/`iIg;=b/7/5L/kb,F>&eIHc^iY?XpYCPjhW=1^o72Q&K8;t
+ *h^,a9NUtnp_-=$n<*b,I*J@7Kps>jk_efe:%1M#4_UQiJ>XcQc9b?)Xce-JTgk+'V,`gUT
+ 5X/9Q\cn4U<E:q>c;f9paaMOXNR?:Ydk5;mR$_.0BR6r>n)5!E#=DWp@!@7]BSRj?g-'2rh
+ 5+P5B%Gclf&UOD,TU'ZjB!BChHf9iIHT>?Y2U,EOqP&*(hpJQ&`Qh;iasO4k[m_K*XQ]SgP
+ .3;V12i@\PP`,?Y)Z5FU,fI^/Tg$?_)q.V86-=_I)'`htAtd"uilC!P,%dS=Ti1<>J^A#!Z
+ E!8O`tB:!Vf'cbuqgXu.5"YjbeG/B>"?LK*;hc6m.VH&$Au"j2IN+DM-8/J]qo>!ee9rSK_
+ ki7?_^hBj2n"llVK*aVNWiUo*<"g1dNe6\eeK*`\)=pNe/8EJE.jlTm;Qu/cu+9djA!MEKQ
+ [I[uoAE'I<@a':'*bW\kp<6h:gYM[8*VmpM^h2.S/?Ukj;`3J#E84c>XW>F3!Q\cHdb*sj>
+ bYV/%2[Pp<Fb]&j9:e+UeBXR*8n_+V\J(o^d9FW[>1>Yjn=;W5^<UeIKestKH<f&mG;9#:Z
+ 7+J>&/*=,BDm%bu6I*j]7DNNTO[K+Q<l5g@e\2QpSq$FpH*:kVeakG*h2jFHW:C%5),Ak$r
+ ,6/*9<l@]j<M9g`NHp#>YW>Lc5U[=r*804Qhne?qp2rV^@4MF5qpj+Pcl5'%+WFMAl>j1YZ
+ 2:!6pV4us_/@#\57VEm7\I,,Q*eYk'^r)[F#Q>))ag#4iEj:)?M5E[I/b0Gjt<f4-4MnHIW
+ `ib<I7TJ[FF%^CPhM*3<.3W8i2GTWPP)d+i[`e$V42Sd^!l/)rcCF.=d-89ll/pFVDP,[TT
+ jm/Xcu*T51kY1LqJ'&J?acih`c#UC]]tWok9d3e/id%aa4266<A$C*(3e;'b\*6I7"u"`4d
+ Bo>6>+jXNefe3#\(4@Jo&a"g#Di5fNHW^4K&^)BU85QVGUN>iTS4chDW8Q($07$O6(5"kn[
+ B-Q<A$T+_@`UT>OrPk5XoU!5b4/#OjYd-I?TVd;VRFl/)^-<b,q<T5@R3k*%7Z.S&M4/T$\
+ *D5>>A]#e]9g]jA+fWO+KmbfZT!o/5d5;qOr:-EJiYus"'lSXml7F4)MI#ci,OLRr<\9*KH
+ GjlLmh1]DFcr1/LG(WLRU"8gNrq'm4okY\._;8-pVN5%Y`GB.Kn%Qht%[.M:5VGBF0<ZR@2
+ `(%mJ-9XsJXBJmLB[0K3:K]Ko;6*d57)'84L0+BE44A;`hV;VCigHHoHt1,cOk.-&ofh0*)
+ @7VNtj6:(.9cuj3Fl6Y8K`Ok$6d^Xp4)aVWhVfD?Wtii<;:6:K-)%fERHdKV9XmnT\jC:[A
+ --Eg!88-S'!t/8S(CATmq:DNZs)0QQt4)+\b%G09JJAG0)9X%6:rpi^^lBQfGMo7o@"Y6K'
+ O#BR?'F2lb_(HsAT$`l!H6WZS.s$G556THdSoKg6%F\[$cGgRS6A"MY'[E3;=Y=(k@?uC5#
+ %XI@mHL?6/j;Mk;3+@X;?3_m'`Kt1]FqImHIYIkN":J5jekgC9);Z,Ig4q.o/f`tJpiY0`=
+ #Do)[`<P$r:V18A[YiE2i%3aR/)l=#$iX._^>)L2gN_.o9X7gmqm@U3cL)NE1U_:"64IrC@
+ -aknD+HG71=%BW::BdpNr4uB<1G!X7regB30J&T,2UQIWWT7nYA_Jjj/&>iIf&[#&0D!T=<
+ g!F1%>[#A>oV(KdoF=hLA1b9$@$Iun]cOaIcop#Y?32dc.EPkeZp?F+"t&%I"BaS_/U,TqI
+ 9+Lh1(bk]jLH1u*"m[SS5drsn9k'(`Qn"\BFUpA=Cl:5o*0+R_PW::+9HCL1GXUjgd`Un=q
+ GJ<&4n]Z4."a%1tDHGip0'<$m7We.cL9NkeQu+6Qao7SR2:,kOBLAsnMu1D1psr=>it(qZ>
+ ]5)d]_=!aG@+9m`:(acq+s&L%G?NWl2R+GpjUJ>W<<(MBmeh:J*1Qopjb1jMV&UU#6fcH`e
+ rso1)CCU6fLr+@+HhEBZ6`$Lt$Sb2HR7r&h+6L9dQ#q,uOr3Z<XT!bU)iuT\a*8Bhg$SH0"
+ +63*8#9'IjP%NCBX?)FKr&17(_6;sI?IU;`uiX&^_CRcSG#=rgVE/NXu=`FlJ[#AYZWY1md
+ %>](?>IFdM'\m<@72Poj=I(s'.(d%UkH[N`iYo(,S2\V7lA22aVi;%'9b@WO*SE=`Pe/te2
+ \fDiM8Z1$PFLj?4ZWo`Glo"Y\B`i.[C@/JlNRmi-6!H3k*%ha4NQ's985!R(0:U2KFF"rkI
+ l2/qlk$c,Y0V$h6gseRh@C]dalFWu)W$db'lqkj1Ycj!PMQ95r-j-&^ZY@hs1f0S"TcE#/.
+ D]t&53fB_2rIR#Jq%2,mhGMX=Xgt&Bm!4SO^Ni<?*B*e7G-oabk")d6pbE`K=D2'cY$;N,Q
+ ^5Uh:Ud&\N4(MfG86*_4WeJK`(nfoI1FnhcITa\ksG,K]*GUFF=uXJI/"VEr$LbAu+C0?_f
+ Q].qMC,fD>R-NqgS9f$&12U2O-^GO5WPj(9Te'.,<S297(AC%Ucs$3)!!L6!uoJI2!N+Q52
+ ?6(DX2bDG^XY!2p'[8L0e!05_:Xg*g78_R"/M;LEa7.el)kiBrBEi$b@9HVgSS_Q^'r?"c+
+ \4J<K\,n^,)TKG.OL/.#ka@@=c$<[PM+NEB5+5DWb@\GC%\lMgPLNBV-E[$P,]uj,,]I\Wp
+ 7!7h,e@?GHBDJd<MhgWq1S@(X;<XYY6YGJ$=lt"NiKE/dI"aXSY''@@17Se2;K*,h"Z2Sh/
+ Q)%H]M'j,NYeO1=ufP2WuIY"OtiNoj=041T.Po4AL`f(BTOM9'V,B>mT9kF(adTBI1'Kq[^
+ lbtrnX7q(UIRYN_((hri*:E7C.Y,SElZ50bj8((/G->W0gXXZs?0$,Nc]1g2O9\XC,2pIhP
+ iOD[)`p5d*e/%^D:ik_5^X5.Q(/(-P=n/9N]MB9]nXOM<a7:42-->_>!>oJi[;hnbF&gJ'?
+ 1Zk]ART\H%o$P9Q9SAY=^>m6AQg+6T@p$+]rc$mf%PIgpK#h`E%*sKc/IIp3gY%rMZ)@Uq3
+ R_EI:!fJV<HeR"oQ5`fKZcqH[%msLLFO")U%,bMcGUC\BZc"j*:=RggiX07c`YK2H0M7\R4
+ roAbhP:Fi4:**+O\m\QB:Ai'[m&:bDr._8JK,aIO9FYV;oNUsp!'=%@4DWjT?!esbo4KM@:
+ L[W][tgFI)o9s,6ijNa9"S1m\ihAS>=nD>2>I8CCS7Dm(Y*laT0*5gQ[5hM&.i^?@p;(a1`
+ fUR[bd,Q/7EEC+L2\f>>U3#jAcT5'W(Yp=8N)$'U]&f7rh1N(X91Y:/QZ2@5jDfBZH/Q_EJ
+ K<Sl`fDEGj[[pcnm6)%OA"!d4UDPhj>5AL:LWZ^f=^ialem/29ng;a/G\15l]Y,XNkWtkr7
+ MdXA1uM316u&AV*k/C6.&&ZESs!SI'Ju8c<<kDCk`1nr#_ZcEt8iD!2-r"K9H`b_=kDoi?Z
+ N]/Ue?kBMdD+Cb(4g9t/"ejY`6,2/a.F]#0B;T],KoLOl75N\Qh]LTItU;m(:=g"eaQKLQo
+ U`-[-BK,(<&=GlWgcqi<'(T7G6+]46L`^n??enf,q;5r<sf\Em0PJ)1#rea3Zp@2YIaJ2W+
+ 5ge2U+t3YKUa&W']m<@ZUkFc)1-L<48&ZaL]B5tdWgZMGeL)f`n<=I+;&gHGrMg""IqN.G,
+ &s!uVi=9I<A(.Jep]iE\Bu>WfL(Wqc5)Oi_LluJX%ZV]1)eZcKQW/ael8b.X$k@;;dQn"(?
+ 7<RK6`sUjh8qVHJjD_LD?SGGZ>*A?gIrIYZ;7N7,d8lLYu#G,@5cD],MKZeWHKR"u&jt%7)
+ P`ATd]a1XNYbBB+CMNY0Qn>!d3tA%TUQ(9FL_\Gl'UI3+JLNnRA[$V>%a/%8KWJk7J?po07
+ hVUl98;jf^el/g$O'`R5eG$#PM#i$7!S9WZO$[(mVft1<nEPVZ2iBm**X&X?66-5+3i=*l1
+ E0b.nfMbu>9[nd(])"cRD-UM^3j*V^r`<ML2MY-&QWJ),?sF.ln4!^K[J2eYHQPGUI?'4Aq
+ T2OPH"F(Y@'_[)A'g%ZB.Wa"NOFRsP?Ub<h<h/[<jIY(X'J3^Q8'l?ejJ2.CIod_-c\.5Q=
+ JJVDs;A-\1aFI8ZHQGAG*uQf.*B7)jpU7M:W'Nn8*uU^,nj>Lr!54/nNhNjMu\)'k<&D#%\
+ :%AgQQ>eUobdXPGZcF_2Tea#[Q1[=)h-p7%E*\R2E1?*jZg%g,@D%X<hsoL=\b=t`?)Ys:3
+ ;:(boV6V:d'.i,4`RBl@H%Q_cnLSIS:To1uFi^L,0.#k-bfW:oYh-@O$p+IrKb!G&MD2gEh
+ Cpt8DPZu@[YG@.2fM"(Edl`PNp-qW``p4sfg3o2-^dL6C6u!3Oi''ZnNS@ZUDJdoNiQ(H#*
+ <XGkN]bdZDanTF=haT'mG0R>Xn(=?F$+)nn\+7bqesrAIUC4<39la4gY<<kE*a!iL/@.VA0
+ 4D%/fhi7mM+YZrsWVD3JQQ8T[VtO;;rs=WN?r7jA,SPnlYF?3CCj<4K^qR*aH>Mc8XlHmi<
+ 6MH-Q$U5fal[iFH_\ZLUc9afL\>%:J1]L>;FZr@b$ihOHgrnB)cHe37P?cW<&"kM:Q)G3:I
+ 9S[Y5!hNMHT<rDcbn':aTqtE@9)Y,jVS@uMi5Iu&FmG6l[kT7Y*+d^ItV0i4Q_KoFCX'RC:
+ pr=2gr[p!Hlp[n!%OSQs9l0+<;6/a*jjmJI=n;N*b^BTDf:J"dF,b\6q:<IHR1Y819p:aK;
+ ]Fq"nE0t;IQ#1ej6n&XhL"%d1o5GNWnh#?ebD;Z2eQI1gW/G`50LXO4`T@bWZCfZXJ3Y3gM
+ kh]hgOCqp\t;bb9Qd8MrD/'In,%f?5*$WDCbV*:PmQ71QAJs*QNPg+S)%`<Ebtf>OO8rcSi
+ cR4TMWqf'j5X/nh^GJH;rL0eZGG036`NI0-R%p'*MM@tNE#X:lb]*<GTDDo2]s8Hc$L)e%e
+ L!?)mXdRWWIps<D>O-&[gPhkE)lqhZX:$V)InBZ$M^M_cmT_rN"3Zi<8#k3r_0U+d&,`!RP
+ 'k*dBmfa&:dgD'addINED[td1jKgHqrf'>T,#7\?aOK\Pno$)?ciV1J#3B]8[SK6jlu)oC8
+ G(9q\#kDJDcm-[?M3e?\BL<LUlIWnFU<$s&Fg<_Mn0uR._l%q(u`8G&7XrZB"`.ulgDY(.A
+ [8co'HnV#O^0XYHC_fg42Jjktr*/0i\s*'H%&u#%_-K;.U(GWtqnii\0$o/2"gn&FiQZ$h1
+ n0m6qGe,1S;9%57YN0pHp%g@LE_jm_:K/TgWFBb'VROjG<`:akM2qNEW4kTbZciH?.@BH0=
+ pmVuAM1"@:VJr!k-'$mpW,\lX"-PEK1''N0fYr):(3r0FNc]LKM0S9/ZaAKd(iDJ8O1)1sH
+ g)ZtO#_MjfE2*aQ,o4k0,4$N^&(q>1Gmgej(^r\0&B+T(8IY-K))76_EL.Q;],C!O%T0$a0
+ rZL>Y9p8N)_Y2%EcguY.`h.o\D[]2lM0*H)(;eM.-3?,cM&@\ek.[\h+Q>p/E6JEF!!uS+0
+ ^"d1'#YHW>&7CLQ:4*j?ia,OY!f_/EV\j^t9K4]-://,*Ln/E\S@#kq6]E,>9U4M?+sLIf?
+ E3(ePS]N(YG],8gkh)/`@DP8,CJ%1Wp_-7/BrO%TN$XN0i%1?1YJEOb\eI`W_0(SS,OV'@Q
+ *8MmbI65#M);&UH?\IroJ.PPQdD;?\iWumH`DN_C4d^]Vq7f)Q0^Z!]G+o=+fM)_i#6NKRo
+ +k818jZ/Nm,1E4mnT?K<i>8]\0<i8GnjN$:oX&X4`=iZSdh<1N=OpATOHO$,n.RQGq_GK,%
+ h+'l0_j;l30Rik&HSUGU#`HlO$BuL5ND;SY4jep>55(Z*m2S_7`dQNp2.-RRa?A8Z3$ND#:
+ n*V&#b)!d#C:)3CC.P)QD'fV.9c2<Z1M"/i6?V;kktj)_VeG01lC$N\`?:6R6Z,4/s;TPJI
+ 4jGqg"\O-:ABZ<m.oeNGVJ4ba&%nnf<Z0cO'S-``%1JU/8$OWbE%9(]AJL`RW])B/*L2:,n
+ m&M6:@cSi-KD3Q+.dJk<\-Cb`q^Q.1<i85qK\:Crm:A"&s@HblWS3$:5)>*r*1eU7p#o8]i
+ 7<D`pFC.)5\JNW+7ZS?>$5kNr]gkap8$=R.E`Ye2K08E`8@'HXDJK9;QW0_+-P.R[;`-b6A
+ ._,'*45H"FRrOUBdj(j"X]TVnt+[#V$>Iu6'N6].C1rdV)NB]6DYDl,n:@"QlJDNW>02P25
+ L-Mp/(Dc:_ZQ+o`%aoRmdtM;&'ToZs:Jt@)GtaT[b2I<,F<GE-F/jo!L1]<A^I.3<5;!!7a
+ G-_VIcnD+R[]@'rgo[8e/[1'u@JpE_+hFqnG+'H,lb*l.G50e#dnmnAYs9_?RZo[?,^[k"k
+ I:%aZGmbS@@%Md.^*>TN(2H8(TGd!C?>;fno(1g]m]j%p^3VC9YQ?'8G'jR"A,IPiZ&jWe0
+ [f7'k7ka[.E`$.BIlrsJ;mRD]'gZSR'df2;?gg]s,<nc^+:a)**J?ReG/\9;&?ip/*F\/ui
+ Q1=c.7#h>',?'leV.+g[8![eA.%j;<qI@bZ5mBH/=+Cs2[$?.fH0#F#Qh,>p1Itr'jHs6>S
+ _GhFiMlGIa^,aZW"2"[3X7eg*Ut![$/Afp6rtNlODF?-2$ikG-)7^rH5OL8ZRDM@n6lXQk_
+ p"*L9QAGBJ+J^`S8.(LbT15gUB7`;'&[KMh8Kp>\HIk=oq\=OI@k"W(<:gecr:)SscACpS>
+ P\U1=*%KoN1iD^]h`Gp+HEE=)k[iJ;s,B=QF(H-[XQRd+C4'a<LBXD\'[4>rK055Y/,us2D
+ lX=,p$$A(_?^'5eec0DZM'l]F\fnU!(VPEF./1RCb99It!SRqbZq.P9Gnqs"(,:J[a"%MMA
+ !;%Ff:sk`qg+:Zcsb';2T(-VBniPp(/1oZ\931CbC(0EL\K&AG&Meqh.LHpEc*70W5E:*B6
+ ,pTIhgXd<foK5d9\PkJ-n"WO#qlU*FDjG03;3:[]su-(h)H(&WI&<2Z\Zcfo</$C]X5BMuc
+ 2OH#;/sKNFJr2k,L8-$g7SH<*CZ\HEA_"<4&u+#r)=3>?+Wc5r\O#@_+sGKGW..=CoALXp$
+ m<)\U^gPGQMEgPmP1Tp7+L@MdI;Kk0r(\j_LXYBOS[C8ci\@H?V]p?1E<,u]3F\@:9N]f[M
+ YF-2o3J?X9:`f]@g:6I%(>gU/8Rj=>q=GhJQr?=oObL7;mGQ;nTpoKdLRYie6Rr!BbG15'a
+ ca1\P8VbEGL`7/LQf:);)dHu(mNKp7pQt&Ph"BN(o:Nk=*,<a4BG%'34(4Q:H]O(8D"N*=q
+ l>T0FNG^)e$D`3PV;7.,/0rl<rP#=cuA/6VP%[H't?>\G4C[<)B!`:)U32jVf*^G5#/jV>=
+ Rb@8?]&bE@0gVRb$9qK7TSfn`ck,1r":R70u`lY'Adrn1&+QB.Z*WEpD>;`Y#=3FdS^4dOa
+ 7oN?0m=r/+!,S4JH*nRlu3lS1:'obNW((0gF,h&/@n"\P+lkc-nGF`6SWK7neOB8@q%*<]S
+ afi5jJ:[1p!Z@mRc*4ctP.B&)g3K6u+,JV->Zj7rG:TVYl)=FJF)]0b0-t]-8ZDOeQ1TX#H
+ 4*[JXgGM1N&VJMg(js(JegaAYM3Ko/.mmZj;hFWUUQMVg-LD7h5"r;Y..V$g/F)6qeu?,[T
+ el59)K)nDm5]A\bhqQ\p(D;BsF+RLmoEKRY.29-N5umEu@Rp)_cG]QZLjWJ%%eP%lLA%3OE
+ R7Wr#G_4&o7QUE!^AS"#VV47p->:*/?b@T-d)Fapktor^<O=Lq,^H\/EQ?#O-\HPa(j>PH!
+ X;AH,X\iUA=)khY+WOdB*]%fRY>(<g3\$B1mBGuec]>LTco;PqO%,3cA[mDKieE'd9FP1;L
+ )rV8gjd/FH%.`$kG7DEZM9)^uGJX6SU#ZXC8Rf=9DB&rf4:SH8foOo'V"k,/Tu%=7#T\Kf6
+ [Xm;1d/oGoEV+C_d(U,4Op]A4%.i,`&k6/r8e_79,Dm:]BTdCD*tsR5G*;IWO_u6fWSV.f>
+ d?O^"Nq9GRq1rPJ1NP&@."kgr7]i.&fMn+(=rVnsbZoENSaeb'SN*]WCtB(Rj(JDd_]G!Qd
+ StMpf:E1r/<EI+,u]C"@X-c($q\4Pu?LZe)K9cEH'Bo(UH>4eDE:`M[:[\Q-uqd@]f1d$I>
+ Ndi$1T"/,!p^.ir$UIfXFg"$&7gZdW8"6pBo!:.<[auag.Hk&pFmA/J'H@(D6i7NQZlO^bG
+ hXT)4!QlH+?$q(tf"BVch?1#'F0R__B"UX)h10To]8:o6]GiE^SWURT?bH2;crjZ.)ah<-X
+ 3j"'d<`-6ko:!qE#R]%9&9%!5#dhqO;;9I*WX0]HZ;?"d>qHu\%U?fh:p*Nhof0-=eVLgIT
+ P`PO&dB\0:i.-4pU!eRG_@jl1M7<p2/bBX5SHniMD14U*7ie`Ml"aZWprerLEp02:/k@j.b
+ )O=_lau*"(2m)u:lET&oBRRuS%]"hnWOhJ988Djiefe6EZ)rC`t-:QSa\(q$(*T+p_P%Y.l
+ M)?1f9rgiV/Qe))hl90@9ri'NoXk5c)iV`<,4B^"%/$jTK`b!3W\RF2rgY/7Jj8RZXP9q2u
+ bq5)!bT@Yq5BMIe[N;*uJ6L^:3^18@60BB9(dXr.+^c&d&ej4F'1!ZL+]8jOVA=^G#D%%-^
+ gItOfEK%#qqo$_s2Fn#ao!7*r.!&iTq2`Z?lPd,#(PJ.+5d&^l2H2"ra53p^[qI)p&Df%+9
+ unUFp/#"_-mn"<#QV\L;Mos(kbX+'o>AROa,A,nhtEZLlOlsH.8iZ44l#1ZY>O!H97bj)3i
+ E\24I>'':IA<Gs.cqkS+pM%Z*WL;<\d`<A'\6Vc2jpeq:6k0NGHub,WEqZWjV77J3\h50%6
+ >=mVH425]&B[p#h4Apqhd=1[2Tf9U[#<m\QfYIFEF#75pu%$ce\7Oo.1a('-,ba(I@Oih5>
+ C=\,P2k&$)o@b2M5\R95l#cc=7^#goeEPN<%?T%K[+Xhj%2#b`GIlXLpY6eWoPC^EnTatL7
+ k^.PjRQJZ?AcLqe`h5QSKYaH[aOU<qjnl'LiBS4H$oU08$CJ1Bb#OJ%tDXaoD<pM$Po,mp&
+ +d'YQOn+5JbhA!h+'j'*CO>6hDCb7[tP+_@Vq^$:=6P1CHQH`&8YPAu%X&`"<\V&k(lTnn"
+ ==\bLWR0na$S7WG5>)b0A9EudbjjEht=ncXRg89,u5W(!WK6>rEhl&K\?P'!BFatfcj.gr4
+ ?_(85WbdT5uZNRfn9Cj.?0,Z,?cSWl[<80<*k5`7R:.G<"A/jRf>#c8)35Ao2+YfiE!%+A=
+ !)U$c%7F'8<?"?RoOT19;Db3t92\a..nnC`eN6N)o\Dl1<)j)l;cL.n8QAW0)7DO/B/r(5*
+ i?2oJ"OdRNEoV.ja1?9p'$&E+-jX=>ajsFP-.r&rKsfA$Z2QGg,>e)[BB5?ok^f>gBtd$f)
+ <>+ZI^<OF'NoPb0Vth?/![`NIBc229iPogtp;fADt$7gP()7/n:N(i,3V?lT7'q%dL\;*ZK
+ iBm\AG,icpb7r'%X&mu0Fa$iQ,r\HEk66!50F"2fCP4-`1$AlG!`d2ld0&gj<tIb,>NF.Hr
+ hk'N_5q?DSGBR2"`?Q2Ltn2m'D,c.D2\pU\8baPE,X%^+Ch)4MEeC6;kk%QG>%`TX6&(L8X
+ ;m^Cg<nk"Kqe"frDEF`Y]5Cil&8_l-):hk#a4]BmkhINn_f5NCJl3OX:g-hdelA3]E]f>`B
+ l`pN0koBijg;^+2YTRX0=OGEEqIsZ;g2N,(KYn=2lC/5h]8Q^J)B)$qVknrjosW"h?FYOiQ
+ i8_iaK?th;mR_hDOJ+3;a#CqCj6jlX[`L?0u3PhHLD#!V'i<'k[!h`;KX*e+J-=BA<0/s+_
+ /6f*,m.GL"55U]!frY-Iu@p9'_8l>R5"fNjArrY1*C=TH^s]XN,+"CQlrJac\H6"h\Ni6mW
+ (TkFOk+M9lC+P(uqQ4lT0:p>^WpE)Z]fXTn2$ll"eL5o!Q6[(<r>d8*dX)]8J-U?nT'&n$'
+ ("BgNOCDL#96I+Gf>RDom9Q3i?V]G57:lPgimYV&%h:6HQ]2hg.hR&(Q0(P[T^uYbms8u]k
+ rjbm*+$85NfS3B1;JJn7]<p=K>J>Cq#MUK'SDL1(.1W5RQ1VWq@Ea&F$I%5e6iCXJ21-+VL
+ [/L7Sp)qiC-$4-oV>V'VUbQAlD;^:FTjCX&G]o!=hCB(J!-H*:b:X96kLa"57FC'(s;_-u0
+ 7MZ!N3,(*$"ZW=ReV4t?(,B0%7:&n3smRRSnV3m"U=,(m+hMomM<.&@[7bI:lAEcR\i'c5M
+ %@X.>Zjj*YG)X!;$NR(I`a!fm=ffXJ=YBk[$3:nq\8Fi*((5#G0&OL/2$_`7d>`\Do3QHqc
+ 9bK`@8NJRPTBM(Ei]q+0clFU8'WImkZBEWs9hK+g.o=,g0ED440SLe^VNfZ$,CuRh!Hc)SO
+ N*m8k92No'9\au(1Y7=Pqsmhc\QX.dS3?-2!U=VM6gfoY.;#B9iU#NMro"Zq8jE841q+;$F
+ <L[a''NPAtBU/2-0ID4_&U/Y*%"Y=*a^sJj?d`_ans3>&Reb'n``V(;j6rIQC!/q[eBZF4"
+ Nh7V&?Z94<K_NKHsY6FAA@<1_E=gHfI('q_jJKQ;p2bWgm0pTYLBf2G.V5D#oUW#!sVe(KF
+ mC)od!<?C#HWfjgUA](M?:8lE>NA^-':5UtgDUmFUDJKC8G86-Z7B4OS=>]B8Q+$-_$0PQ'
+ I.iQmepP0"nNTj39j$FpGhU>JHuG;A^6dFJ96qX2a"[#l<)ol")E!%D&8r?Dr*KZ4<G?DPU
+ qr@P#2m-7KOD=F%\UUbNe+fjnCAP,U82Z:]5:?K(*TUll=%meH&?J/A%4<G]A-#I@I?<8\B
+ _+Tj*@n1VX!fb)#!6#2>_O%&^@pfT'b*u\JZVThdUeb-S`fb>d$<QA=';XKgBrA7j.FG3--
+ `ar5"bA(1TmFSe_S4W?^m,hm-&M4UT#'1BQJF_AUr1kBnSI1U_STMB\Af&a2)A#%Z)L'dF4
+ YnijnSeAR[1&a8J1M<Z%F`HkSBXaFEOD?S4`fZ#+F>EPimNQ\?ANu_5jI<9K,=Ltnu=%1o(
+ XB8e"erLn"4M79WkGD,.O%1ZqU`FbX^fVDU1)=P?Og9.2bLr;CRud)Q3CeU.^WfBn-4p5,K
+ ^d=r!$=Akr:RR@mc*"@N_r*h&3P\\[+W(#G8-_P1<1/idJMOA@U1@qFM='[;^Y:=S7.@6%g
+ 0h?P&'?0SZ92#XN1VK+l.?jOa*0`X[dS>cPs^?@qNEs>5n->d'><Ze12Vf^QW\e;9F/`LQO
+ sf5)h,D[@cZ0'k3hL"eZO>H.M'>S"#u?mWtabYZq3$d9CY*Oi`@!miKH'HYEt`e,#@WlAIH
+ Iom2b8qU43Kg36?^9gr$k2E9Y4mO@jT_o"Q;&E35TF\](gGACi4ah2C:ALkjpEh:(=_/GGG
+ dIG>):P8/.(W1K@FKl)Boc<">/CARV)[4=#U\'>7q0mnWH2jB*)=KeNU!u%!8#+8dS7%>in
+ 'lb];UR^08T2@Pefj3\i#R1!FrnIV],mf<>USEPNDnR!T5E-69=SbD.E1jbG.\jT\bF:kKS
+ %jk)dWW_H;Cg>Ib3?OKe.)JOQ84<)H*lYA6oJE=m%p!Sc,1apO9/&6*3uYqnL^tN)@k_]jL
+ [0?hU/+He1EF!>^;'[+T=V$VnCY)DqoYSTE\r6f:4fL:(6o21)g?OR55"%6e#,28eQ0'>1j
+ @kT75dL%oMl6gMLo'gZ(?6#4CO5YWs-;?Rgf^Ou6rZhM;K*C7hF#;AjS6l//s>:kX["i+o)
+ ?rT:!s$,Qj2lkOb1]b:Ih`r[M4h@LU;qrj]#-+`0U3kh14:/_A$U-*LVd'\CPRb<uoJOd:5
+ '($ioFeu%7)BX!6``@:].sVA@KeS.6gPi2oH$C'*!_"'Kg\$k3VWbto"mY)6tAbRA4T$k7m
+ _QN6B"PFMqU#;">Pid7-ShK_brhd.)Pkg^n`\MXAhP9iOb"O^/PV#e6!cF2`:-kK!R#BZp[
+ @,>t*OT-r>>ILikNO5stQZ6k!PE*+JsKCP*0)LZ!F_>[GF,Tb9U6&(F*99P_L]8B0-Y7&/A
+ P]I>#J.OJCp_Rp&m3uYuj*5HoS`?Hd!$W]G:$GJ<!7:TOh<.%,n&&AX6)%\2"ctiqZ7E1RD
+ 81]Ba3V<V"9*5T588MeWHt:<>4pNK0"!iOj\R,KUR`<R37`6RlglOpfs2OXE2rp/Sr,KM/E
+ h*n?6HO:=;QNAuZT)1r4qr7Z*-oM$ZcB>*7<=DXe=]=kncE&@#9,9d`2$"!V+Ol7#KUrjct
+ \0B!Q^M*8;+"aN2n6aC4a5&0Xu!mA?ZZUFt?`7N(f8MCl_4W[7#D)8ITJk'TsW@E'fMJ_Q0
+ i_]U$ZUQkt.<6M(Pk<-U$kGq0k\0$Kn;9V4DJTY>5kX4V2@Eqi99a\85I9W4[VTJB-Pbt?3
+ ]9^L#sWmcSWb=rhM[to"H4Od"tCs-qO3fLSK,a6E=ZqICE_R'Hd7(gJ8hF.M.8Xp%+Ej&'@
+ <lI`f5f@ud4BBMH=2SK))$hF?Y\OH9G6bM':9<bV]W_Y!H&$'K!o'6hjNl-\n4t%M'hn%G8
+ ='R/lq^`RLCe`d_OZF#'nnnbbtPOi<;]C:f$Daac$Y\p%,!e6"$N`ta#',WaN7*0;bQISbP
+ JBc$?8`XZ:WP%333S59JslGk(]6F&HHDJ=F*bS&Q'P]6o]>nO@E"[o$L_X;/Ge;5^!=(7o:
+ iN"2R(FQtFab*)Es`:X&dbr;O1T!6pKI2t[3_gm,h=geq>q:#.0c''IV`0MW>gah`R&/60t
+ ^[8=[5:13r"d.7FWqba1F;_9dhfPQ7k'N%\E!pBal5W""aH%Vb##Ilks&:B,O&l[%<e($W\
+ rBF6j51CT<<$ah0/OWQ$78u-6<)#j3>t7kR85u-Me?);A[7XE39iTA';m6j4Qk*,G$<(U@;
+ ,oH(9f((ra;f=Bc_VX^F]_G@r6am.cfJA#h#C$4,0'i?5Wmdo`?nDM"[250<\0\5"Y)#2i^
+ qAS:oqR8>Vt#k0*PeTeP0g[]kfWPQ%h]QL@$o)W&fJ0ItRM2<ul>5-$*-^FB;ahf55Y3F`p
+ i7GuouO=+u!&SU8tjHro-P=7(CerI.iPIom/3=<3#r'mA1/&61"%LTkY#?#7[i3<gmM<IIp
+ #]o,bD=kMP6b@Oo$D3.=0+][%m<SRXDbp0g],c6Q/fkgl:jX8Dd.+UM)ekG&LPDIS]%+)DR
+ ;WPeA=A(2fLtWlD=t;7]5Z*08X+se8!4@F27Ank!KA)Th>+M]tXfP^&X]iE?g<Hd%+E[cg$
+ VIpN"X#n\1lI+#VF!_1<K2slFS]"6>#GNb\t+u'rKCA9,?=,rN%G0!`F7$Y-k0G>(W?Y\<L
+ c-nB%"qq-ZnH3To=X)Ad8s(gI9:j^!&#EK1M)JK6Ri/mEf&8Y?`0qh'LHS/_"&heQk%Z>j)
+ VfOD]mAbfCnaL(J6,IC@tVgfW*ef]9BnV#AiffNZl+e`n8WqB4Pk-<pu`ehmZbUu93KS(:i
+ ]=jf!%e=PHC%Kg*J#4R%!IG*KenR!2%LZj,@[&D-;c<CP]h+cI-Fnf6JptpMq?`j03]n#!N
+ A7%sZ9TAU1U7@"3'nndji$JK\e[T!UgtS+O8H"Y,!o."m-sOp,=[]l+m/u$]FC&OpZ/mE>2
+ 4H?1.k\g,24_b27I:UQ^BW&1LX:KWrYT(()'=*MLB)#-78aB`qd5p9@GW)5`ZO1-+CZ@8L[
+ [M/9nl@"Hj:3siLD$C//)DT.:>%9?qoJ:[CG.3hUSb7>H<-:!o;e2,2P+N:b1;W<0q"SR3q
+ V<fraLA^(K&C`Q?s&@71T!F"O]c-Y)!sA*K\BLh$["A-\bg!<+-P4s8o],%O_BA6qc-`AsD
+ Mc3K/9Km#[Ek[fNGH/bCsjR,cP^'.f^#%HDL@dLR1&SKrI0j.0Oi5M!ic<)Qm-TF:Ii:Z;B
+ "uju4l;4'4eoj+*JFim,#R5ORAA2Pc5%GDlFbP?6_uOY+hui%XBk1gjA:A:USnhVDB=@Gg#
+ ?Y+3?=^dc1-$+GihfLa2Ge$]"Q^X#AMseA%PV,,<G.d:@'iX77$_62QXa%Y8Y*`$Q4UQL38
+ @Lb?G7*$f^f9>E/B<gk\c/hGoT->1dh=bK/a2"`f+NDNFpIpkiRk[0Je6D5R/u<"'14?(hp
+ &MEp#WPBjPpn%9Ve)Nb<LGj[6([>M3L4Q"RuPAWD2lL0A6V^Lb-0A^//,*a[W5B7utIkru"
+ [I]*TME.gb06i_K7O:LLBX_?Rnkk;2pmAG`"X@*&-KMX(3Mj/j5@><t\B1B@EDR\Vk/89hB
+ imkU&IP4E=$"FHk>L&dNEoQ+I#&47GAZ9q;qC:bg3+^r,BJ+ptkW/o-E%R*WCp(rt\=3]t5
+ _9\8#H0]b%^9^1d;&[.m1.QGrm(TJ5R@-/Cr9ihfQ[Y8"7'W4mA?4cNneEIQegel@ck=;VO
+ MAhiFf;oB>-0"<hF8)IU!r4%CO+??,Z#'K,u]t1<=csfba%!m;CdYL@@BXj?QYJ&a_LID(b
+ Es54[\SnO*TM!Trf.5Wb-Pg2EPaD786e^:8%2\_+@Ic!K;rrOZ^$s3M.&li*J^:46].jm4n
+ "Cej/ahSrI-&t!&MKqN19"S_A7%<107mr%WI`prL]o^O"8EA$lh(A5b'p@.)rLE-&>CaAJH
+ g@)3`EM!*s`g:W$*E^&TdJ!WFVVpQ3!^`K*8QQ#KpB97U_DNqUlom>sG(B(B&oNhdL%o\DN
+ tuc^/Rio78;?YS-PQ(^0QS<L=+:q.mhPEJ%F$gLF)MueQQ0qXFE-0(na>:McTG\9i:7o%E&
+ QbG7ca,@=mRc7?@Kh3H7\WQ`ks2sg(uVgIn3k;0$Nc;o.NaX(JF?I9NS\Z_8eD)MYMs)7=g
+ 8sF*ARG2`PlF)tT["CSs74pH8!F#k/RlF5l%tp'baOFDtSRnok<+G:;m?7B8C+=Jj5`#@r!
+ PCil0eFK\F2f4]9PBkG[d`\1-];T"/aB*TOnKf;s%IrKT2EH@1@l#/V&hcJ`[=SH%Nle5f^
+ `09l7,P2J<oH,E!@]f3M>]`J)BHZO@Ca01+_"Pg#GV'hWA7G7VB_Hpipg8e[^M:baC\TZS#
+ EX=gi#.F(DME(hog`urpD\<(O`s#kCUPg/V-J4c8o>\)ngbONSlbU7FRiZAFm_/1s!ZhBIZ
+ C'AO4<DF#E!g<Th_eE7Se__DkqVjV0II^E<c,Ss.QEr:Bn=NGi,QFpT+$)OEh(nF]R>m8!@
+ L3Fa6B;EY!D9n!?bP5L$rh@o&OdkF6%l6i#%rft^L?gh;"p]mJP=H7SZ75Ge3PVL0K%=(d?
+ (=,Hh6>eElV"b:=`ccCFQDgL<%pCFG$0<b1)Z$bD+op7df2jS*JSR+OgU)056++&:9k',CN
+ pZ-T%M'lQ3`I4B4812/<hnXUe_#<0HG[JA)ho,Jn6\W7.r/ZkcQfJ'@Nr6)_IV/J)a00b8:
+ j5]YI.qgWVg&(LSGQ#fI4MMl:L3jFFo.5,:'Z5eJoZH@^-P9JIrG'L8)(lCh#&h^J#D0":Z
+ '"Oi;\*h!lTTp!2WB6JO(Dt=@=2F#)3JLm+?DH*taAuimB0iXreQoa!9!B"Em-R<(CJn\NH
+ ``/!N[PU;]J\@5=4ok0mJOdW@'?Z_s#Om/D])U/38f3^"7@8/EbDo\+^STi7pjC+Sn'3jVq
+ j=)4)th1iUPYZU89nUdpkC:)^^f%Ynae1jt1/sg@UhXu0.?5`nlAcDj__-q;MHlaXEMSrun
+ UGZgS+d0q-o%@9f;4oaHZu_Z%mXI[!dV(GZm67=[W7C1@RXqWZAC9&s2LA`LTPUfFmb/n>K
+ 1VBoH,'.0IRbcNbN<kkh#<(!V:4^PHJO%jB=6L^GC/0G#D^:Ynp,W>In-Eelh5[RhZ&AOjn
+ &=s)op@d:oXNoIm7l<!<9i1oEbN5YT+)T^Lt(G&YJ+Y<<pApKI$uBOLuqL_U-de%E$QZ5n6
+ :Zr'q=:OZZ>P`3EQE(.D):@2Hp\FD2T3OC1Q^5k3WP*l/HdG5I&UXGJ.BdQEX;a\NMAFe4C
+ $R4'4,A>^oNBIYKj9/>3RLnj2K_(X#()H<$Hdk&k2VWlU^2Q&!mQDI>K9^+O^Z^RhncSO:V
+ Z;8Y+rj'mM$HT`Zl]huKYA<eI7^&n1+N@;QFX'L59Y3/U;bYA(do3XN9%MKdHX0OWXikQ\e
+ J1H!9:Em`QWVg=SS;9Ye\,s-f2^XP?J!a+JRH4<`-i[t(+kXk7hN.s);29sSS6^mSY'ZN<j
+ eoBgK)Rs**G0W_/Iu3'np\`f0.Md%ON@2.2:3ih^_<^^$(3o\%K+r9?A4M0]/iR?%C/o&mm
+ TUdq0+M:33i]L#LLkSN]hA[NqeJPQij.j"r>"6Y"d6k.]6mAjj5Y\NM=);Ts8B9X?`r5u1H
+ ?SP<!]H*('#k>b'o@%2r9r-r!5*f6WTg-1XpkuqD]VWlf]W?GMI5,iMdYO.ZngD\qVY1oE-
+ ^TVGm*lYG(G4r,HlJ#QdEbZPBiOIJ%1$X.?Lje*(Dc`8#HHR,V!IXB8*W<kEQlcnsnKr).K
+ Q5II)i/MsSf`jLSA$A1F'-19NN(S/'@8>A+%_XWGumk-oiZKAQI?_4@@Cg,So*3E4hGGNQ:
+ @J0I-t;?J`-<0+,T"PhER.4l<@;e[V]3n_s$HYQHe[jhQO3LHWJ/6kBl''gAH4\+3F)a,Z1
+ (Omlt+<p>1:JqtJ:(([!@=p]'c8Ip?/]`rF7'auLdj!)p4iF"Bo.5aOUr9)G>n%Y[;3<_3G
+ ;];]o?XpZ(:>g)'aRs%VVR59V3c4sKg(*e?Q^1^LRiFFNod(U>a(hB^S>Mj^fh/GL^Y4g_r
+ 4,;2V+@F5(&(&MUHk>9^J-Og<iabbbUYL;/ctk3:HgGZh[O\Ndi8:9hoPcJ6r4dFa7bgsSI
+ o$$`Y``Js+<56K72c7u(`*7HA99>@3X@.39a$\c)1rP#$bFtObTR(n;pO)/_DP.0L+qMAdQ
+ U2n)'pQhUm7+cjr21+2"T(17$H"&:W,7Z.-2/>7$/B58sjH.T+mWWd_,1/dCMC`['bf&Z7X
+ 7bjVT36]o5kf1-`:m^uIi%-S_ncb_QVg,EZ&fdEZDcW:;^t$l"b?RQj=\Z=@:tJp!4pE(Gi
+ (WBr;H)PaN`O1A[[k@EtNe%U'&(PsJM<1@`Dl;C4lofd$LVOt3^&P@m]4dR.jSl?ba&+HYQ
+ 7^sk4oKFhLBXI\NTaR3O>`6f3`o3d8*H@4A1t!8,)lXfrR?X9Fbo*,o90C^b/rj_lBI>_!"
+ Z2^tFk=]<FU4l^^)WobK[^oo;!K>qW7;mRcUnF*AE")kofdk*)?Eh&KLDJ4&uHom%8n\:1E
+ ,;`HI1W==K</LXOKRobGm-1lX:Zi28(]kkP.ZH2'HC,-B_Gr+Z!_I/$IDkQUcl-9OOt[Yg[
+ ;Xdtn:,.GWm[K1%q__8TJlV3S@;?HcQ=O]&3u91O'_WE!.kBPf%p[&nYTeXJUL@U5G1cP/U
+ &Tu1"LIC-(uU>/Ta+'Pf,J![NO[o'^n^akql9iQ_Uf6U)1goW!.[&W=fb$P8,"bW[Q(;sLI
+ D.9KTOdm1EgB<XV22@:i+-sY5?CTJkmq(lM2KI>T'FAG)2>+>#g=+rK9knM;X$:d9pL"bo4
+ YJKE'gk%:@%1qLCH]8<Z$,#0$$gLUKuLpZdc=i"G@%F`G[`Tn&7$dcLn+Fn`6m`55q6`/lq
+ NDMVJ>S:'gAT$#j*0f$QNZHFcQ"RYJ(hHq)+!jII\]\aLC1T4e)7sXS)Y7\NO2T@C/)"<O^
+ -(<sIcV+dV#ND7CE\iC6J"EGeMi_mu=#@MfQ1o4/6531go6**IHU?/1pZ`^9u^OuRK:IF$U
+ H5\M!IO7HgQ^6p'2A8N'EFB[G@Gm:A2m00<3W)"2H="<I)(R;;V]"upnpu*^WQmM]OUY1rq
+ @Ehf-M>_gu)7L5a/Dl=9-FM-fhJD@g4.Zm065F'-G)qL1V)B[>f\7KY/0,%m/G=kH]0Ac%*
+ >>fS.Ljb:1J)DR[!5&ZlQ0H(;WW<cVRI?&e$YeQgW`0*n?20&HCBoHCsB!O7=39]LKJJX]r
+ ^Y)[`)8h3O5c02sb7L(.3UrD8$b%ph(&pa,=Ni%OJHiV\Rp5?YE6k+2k(cg#;jVkQcAP\-?
+ RkjI;?tBt_iF1?E6+GY`Nu?/KY06tkGhf2kk<STK)(K&;YS37BJ^^b`,G]8XZc$o,??\Hbj
+ nh*7iSINu8WpCuX->E&6HYuS6@bfQB%W:BuPH%C6(jP,HrmTriG\RqGh)M0U4pB.B>%e+Ic
+ erXs$l'cnJcdk5ONa4jQcrhGXf,1t5kArZp"b>&AA's1W+!p"GVj5<G'<c5tXk((uSb&G$l
+ 1)Kd\,-DriBjV`%_gEWqaTQ3I_W>^^!ip#p7pb5f9uA\2-kR[XLZ%=HumVf1pK1rn<7@VG^
+ 0D,fk?us"/jUr+/SW/V!dMsB<(#W60Gi:h##99d=%'I<rT90$UX&nHHo1LIp_U:*OBg6+6D
+ kdO1!f3L\rJOm2<ORNq]\qhX5LT%u0R+IP&m+VJhXea>E,%3XS/p)WC7#&'G$9.g"'MI'9^
+ 5M,a(b])-G2"40A&0>dm+<qNUMc_82s61>$gf_nWQrK#gjN`PPm>6`FAbO9>Y:\Kb9G4.'W
+ pWPb_-kQH@MW`<D#m$Y!#l=X!RUqR!1I7$A!TaIrWs[4W$O2Xo:I]*'3rAD8";&<-&4m7`_
+ $'85`uuQD+j1'#gC:=7##3,!:ZVeZY5X8umR_g3:\=B7q$51+#VZ0*Y_L]tN9@DR:sbM*n=
+ 9!i\dm\\*"^L1;(!!=.Ya!="K\"!d)-NY_%Y',%$/>AYg3s*d/m^+3$:oM0i\\0>ntak((f
+ L)$Hip>hZi=grm"pO/1Us^M%B#k#S@3Wmsu=;#4LsR#qH/9biKG!RPEhH#GGTF6-aAQ9,c3
+ ])\KA<&@W?EEr/]u'<oFq0L$7+12Tl[)bV_!_9O*!=WPmk(%C*%0OkSiB-+<l%]m&JnSndE
+ D&7-^(SoLZV]cm4$;Q]hF"rX)&J0OKQKV29nB[X$&^qqe.jECp)j/@9n\6&@_'@AhZuO7tU
+ ^\=W/u[^l(nnV`iL)!3=WUFK%C'He&Sh;_i=?N@?Ol<*E;KmF!>lCN+N]reN7SWfN?OAo+j
+ UN?&!@8l(`uR%,grG;;PslM1F-K9'66;WEj[EPbp6/u,`g%sMR`"]q!=]F-*cDTP1:l+k9^
+ ht-;j4YOn0@WlQ<>!-W'TTmV*L$!@T`'(ig0sdYet+)]:3c.5-eY8o,>QcGoFq1(tlf:FRd
+ A_(--Y.rmp31H*!c]-Bs1,dShga^cETdk,W:1t(,1o2d7ojW;b./s>H@Aa9jSk:\.]+=iL#
+ c0$JgHRMer0Th>Cl<q3nR5&CU%0;,$P=7KqRlSb/1:'/I;_]f/3AXU6oJ8W[n4bH4StP#[(
+ SS/m1>+dR;(^4&rDMZ6&87CCD'+sVUG2F$&pY;BG7Y@>UpGUq1P5CCL75@^39(u7JY3r*i#
+ ^@\5njtu9R/ZT[js8<65-If7@u+%UoQn=6##6tc%H6T<YU+O4EJb8;b]CgcLoXkrU\\'P@i
+ "Dml&YUUQapb;YpFB!<<af&@2a(;\%BBMau)%&1]%o1l"VdMR,,Y1;EoVoHus]Yt;/i4&hA
+ gZU7:)AeaU/"OoY/1dOc5b="0S7'g#ao3XpAk*FM!8orp0FC;VBEdtH1+Hq4C_L"LG#=h]!
+ 5L>ZM0G;spFuUYp*oZca[0KNn$D'):6Hk+^e<s0uSPc5[6F4-nPmiA>\eee[96E$`<B!;[]
+ i3EN7+B15F4@YJ<7CF(7C:QOEW0qLgqsflEO50@'^IuJmdO#3:N2]5+YjtPd8H6Z=;?FN'b
+ Lk]QVl:o8b=<,1m:g[KR!UJ*l7LQ[(0A*2-RB!<#)`5'gj;?8IffO(=^\RF]CU_=SEI%pJk
+ W,o]9A<>6$@6<m_FJNVc5jrafJt(4iKC!W-$Mqd7nQZZ.]]B:E#RP?AVB1Nf$]/,q]>!/4i
+ Jq=Uk!<B4Mg5>1Uk9J]mHPYkZX9O62e?IW7.1t\0Qd7/9.eMZ)(eS/>HnQp*a="tIF_,ckF
+ *G3l@B*Oi-Oh5#0&Rb<]o@=Wb[@:eUiX4rg@Wekg<g."c[4PE8<&M>;Pg$TP5f,9q\2/$*1
+ h9uL#+5&G2mujadM08Lo0<B`$-U=1EhR0TgMPNu=-e%sepD'GI:1WY8i@JIPVI%\NZ=*'Bp
+ L2e<gR9]/TB3.C)'6KQ8`%]CK2(tCD:,\e73%;HY_24Eu!M$&-Z+97r6ac)?FLk/e`0496A
+ c\8G;-0QK`;\m<-^ZBMlBTQV_@h3*"m06hbO;GBIj`$$XsiGSRc6<uC=J4L]Cf2O>Y!G:-D
+ !\P;cp:,QSg2Haj[$Zl"+/tf3\+gGmNBm\IHHiqK5:U,&/?ZigBd?e?0f4TIWbR/o?)V9+\
+ =*&>)H[aMMGVugI1Xg>cbAjb%A/34%2G&2E?ZPItC^H5MQTK#l?B8'5(W"1k(YaP/.tYd9?
+ rWqW(X%4Cc\'K7I86biQnDHKdon?>GB`;*3*1<jl\3r?IhrW"F[\t^V&pM4U3@Z\G"#,LR6
+ GgF5.D)^GS8PO(M1!kHK>nMTm@YQR=ps"MASp4E]&K:5D-Gh^GnRW(e9H0D+`d;IX#"L=Mo
+ j&@>r_mL02oZQ\U=HWIPeI<B$1nG^Y+N]1s-VF#@T9k:q:l4b:un0;4@4Ge9'*$[^O('2tl
+ ffb]PX4c<2qMjXuS1Vaqhac(KuN*+D[p6gnBB7FpcG`uEg(-dfq+buC1CKQ,uf:e6AUjtAB
+ JW4/8+M\f0[usm4QPSD>%lKJP)j-Mjg6j#Jp)B>EG.aOD"_HSSfe]%@_g_D=>.H^nq*/k%6
+ N.ilIG%7uGiX>+#u.k=Lfj7i(laTW!J/]=1&6`u=k?b9G6GFVQeCDd%$b`h#9<PrSV:kqLe
+ n5*7N$LKR@,dt\M9NK$^t+eNHu7t\,T\n[?UEPPq9n>;g!-V?&6#b5Br54E0:SPGT/W5T/o
+ ?8</I0h4.[>QSlpOng$=8[f9/0a4i$"?=okLgrLeH=V\mUM\Mo7(&X1h%J!mDcH5UJ/*GYE
+ mNgH60GFtBd/I5N6:H?Ua9MQCk-)MTaWtV,$X6$/R<M_ajH^\)U:WICBZ;r.>++a=o,%IL\
+ s.A!GVY]>GRX(>=dAPS,RZQKX[hkMNF+?9]>e*d5g*r'X`5B.-Q71rn^o3rn]<'a/Z4\mE3
+ lckuH_hZ7X3(I19sL<0,!KFg*22Dp]19"#9;afS[2;uCGgE&T8Z3E"YB+'S\rE2*OdiqGU0
+ @l%\;>NXTMN05SACd4f131%Mn%0@X)9;jgG?C/^m(<I"M.sMj1Go=OrPE4XkU1o)We@%1UV
+ Go[CN3Cq5\77B89MTJ6F15HBqsL=MoIpUA$TQ)PhG)RMN`@BGs1JHhY::;7S.CX1Oq<>;0m
+ i`LbH$Zb-&s5^YF.Z,,0hXrC<OR@ULM^UuK;]R#4C\D9<[c`$@)]ii+EH[!1>_mdp8UIZ1X
+ S/'#5>6:;nX#pL"S7fC3:Vb[fHofHi_pfWVi#_e<]3HN#>_BZ$-c3NWRQBo2)Y9152lN!;Y
+ PW1+ek7q^_gre#Q2FEoH"%$;@N&\EMEH+,>fQ>>@+i/Y^jKqB8%#oA6,>\)42F']]Re@uLT
+ S4KaLmY.gm)TdR/PcL#(/G#4?^-be!o*7Yd^C:S?oq3q3E0T)MMVF*@K9q*R)b;boCHB4Z>
+ ]tDmGlFa'C/W+Mji.lc>VkcMT!=>J8?f/&LjYcd#>5)+DnKm@i/9<I4n0\s]e6S^EYo(r0r
+ DU#+F-7G-FVfY&p?SMSN=2;-M'e(bHb4[[m)ZX8!@)8/nmh7(o2:!X_r]DZ$]S&M'Z29FOV
+ C>B8X>XP`DH+i$]NS>%![">T3X5;\#arQ_3HtD!EqnQIj^0@GdiI?Gb[G/D+i8)/uID^:-?
+ YTEo(&A`Zh:'MKkLWqjhE!17CA$FSkUqFX)kl74rUJs?9#+a*@%E_7Sc.7>$:d3tLE6WO_#
+ tWa_r0BigRG\&I.?0`3S]"KiXo\OH*>f2BtYP=b'eKI^,=(T3Qk'i%H3*^hG*:,WkD_9ZF(
+ M1^:33pU#l5;8poO]_iP/:^#pFKk<@A9Se\.EH]rn!2#UoXIF%,j$0&R8ir#k)3EtNWhrCH
+ D)$/1nT#^>m$EKc&q`_FR^/siXD;YmMk$9;R6096h7MJ.Rm/Jm/??ORY471UcmLrUHhBhU$
+ rJhn<krphX4aZY2J&L?f$3>#_qt9I9C\Gm]nHH\bT,[<DlgaC)ls?b-J[-:\//_fSptmsr+
+ .(L6g"[TPiP'f>rQE<sLK)#]khJC<*SK[`1\I?/WVmd2+\Kn,DuAM<Sf`!P^:F!1g-rc*dQ
+ `BLT[jr'\+q+!rr4_EJ+rc2q8+<Ub7^cs:e2QA&I4"UTRpin4dQY7`$/&\Ubtcg'1QJOW8r
+ Cj+caT2nX1m_:FVK"jV#ZpThN[t9VsU+[+94RSI/sb`anps4eY[8F2i&8OJ\f$WAM2/(f[D
+ Fe7s+UV-^9,Wj>-:.d_8i@B`l"p0.$]\S)`3Xd5H!Y1tR-1TjePS_!=T]j7&CeP5c;I_]@\
+ =Bl=X$&HK.E+7p-595j+jDpYNZTN30BY9s5a8UQSU![QGRU%hD;5r)\opX][^L=D#D"a?([
+ bl)8h/;tVh=gl"_;TA.S6e,rOic^*q4-;c5D\/[NuE^K#?S+[lur83hTp\^i9to<SS,Lk7f
+ P]1]jB#l\)HfOHbQ*oYKuV3r-nYFhp_N&5O]?h!^I;R#6VcG6l-"mYY6,C616d&o"7f+.h"
+ OZe1BhhNeBV.6noBG&iGI94rQ*5)+8%)EGSbo7DU-:A]A_kBcBPs`-30@Z.+1C8+I@H)Bic
+ d)'d6Y1+\:(Z=KPa,RGHe.O7T-Y*R6[<4%U]l.!C#-RkL9U.hm=cCl]PACi\5We.UZ.s$[/
+ ZRh"KlT?`aHJ5l)Zf9?EYETJ#]s2Z8'gsd@4VYgiXHakt1*d0nEC@1A02,;$eMg6%[.QX[<
+ &GC\;H1%]:?9<sbV'FUF`]PK_DRPu=i(oMDd-:#X`n#OQ.:4h=7scb=4NToMcI[&7@.Uh[U
+ HCaT$`L*C.7j(VI`;="h/>QZ6d&"aO_,gEQKthS;Z29FK6k5f5aG696ZW*0['&&m[^;ceBN
+ E?1N_9HWO&,RJkeqfo/gA:`;`!ZZgjMO:eTXi7H1[L/OhIZM_@S(#IU+aA2tDqP%;*]:R#E
+ N<`bSu<E37j=S[r<o0!i^Dd_`D(3Q3]3VIZhkILdAoOaMWO/#i\DO757XVj<<SJK5CC?h,0
+ ^Md?qf!DMM[jJj9C_o:UFJ?6VcZc0$S@Q($GHThN9R#pfIUAH@mt"lV*Y#hl)t`S^@JglX\
+ 7.QY-Fr.V<\MI&38GW/(WP$sb&Y/(0?eK"f/Lur]_+@Qko$*`d6%#]K@FR\(K],ZSQB%JFn
+ Ql7dV.ID2l1Tof67f8jnZ<bGWMt-Y3UDSO5k"W0:/mcq^'eUm+Y=6G2=0Tj6U+/f&;#EZU_
+ ]WD\r`!Vf.&C$btY*"s(R/X,djLIP_QON;fHG**Sj[GBs1;^[qJU&-`/#3!fU[6_S\kQ3=d
+ CAF#n0Z%;C&#XLEr"],!5G-GQ^1Db*5T_'<__t=[q''9Ik)V9Z2$#;Y*=RmVM4aE$A)*I')
+ %:4T&HB"VA[^^SU?K=<u07G''2oQA-H[L5.p%?%b(Af:sK45A-_nR#Sj'o&,#D0a*%tXL?@
+ 0Bqr&V`#036<%J1h)"IC':nW)$FGk'TMTc3(Gsi*Da$ZK5p#V_:['U>klhiUXg(eW<XR)</
+ 6.r^-tBQ)%7R&O+pG")^P3$,tSM.HLbYj4gjekhZTQZ09T/G<qRnN;sKVWq=d;^*u*gXM2K
+ a#qTC#dV'GWAQP/Fd9=]=$Ab!Tr1$UV^W7r=;N5q=7-9Fo#OFLcYCRB"*5"k^Mab8U&*:ag
+ [9rLoJA4579D^KG2Qt&-S7$<;rV<Z0:f-Y%GDJh8M:.b`T&E5O@.8_F?0R/pK=B)>o&OlLa
+ -fGg(1Q<<J\9cD')+/([&#'b-M)*b:1aWjTR'SE)9\MK_..nO>P<N[-AWh0!SL7BfN*_LC\
+ P$Pi.Adc)7*+'%9cc^bL2Df>e$[d;C%KoHmpqd2.5rWS1Z=R@,rSQ/OSU?s9Q2fm-qa=??R
+ S%C@j+NNNI"H'C@tr8'o&to1LERb*G;,Ug5jY86!J,9Dlmd6O\pEqmO:#(Y6R%9&)mEoMNo
+ fUPeOrc3PT!"AMouWg#UV>EB5Xmm#om'G7r"V;.m"t.$NL3eB!hQ,u%6nn%,Mf3j0:;+PIi
+ 9k1*YI=_hksYCDh+\lOI$7Vd]qXu>:q>C19nl`IKTo1mqC1N#(K<IhUq$:@`2%1;H%Lp7^N
+ 84,u!:EGbf]*VN[=Xu""/B(,c2(HjRa\?EBAQ#m7&ur3.AGlOjWu9s1I#kmrI;cOf^DH&2+
+ o>hhkd@k.2Y-q,4*Q5ne\8JZ-K*L&pOc12U)O33jOcRB2_Jq(\edR?;k,h1m^=2]2F=$A\:
+ &S!RU3WDVL2]19iE]&:UCb?o\R40?#;$H%YGU:i9Y`MEV;W<([h:\X8cA-/k<][,6MJcAV)
+ N<^URDNrJ)PP2fPnAb8=-n@=+DNnD5%f3-OQ8X/hY+^*9,XP0)^29\cPCDdV+RnQnhWBCiK
+ )``@hF=um%<<(OhF_oF3>4UIg(2M[WE%k#qe!Ksg58^\J48=rSHJ#c%9d2*36$LsmVo%'G^
+ flEKcm),26IF?$!3pUC4d@-lMh4Akl3+BP^5&kJL.sSd-hM@_p.]c\VZ"SR&/MjYT2TOJi-
+ -Ku(/KT"OPM-pJBk[=-V/doL_4)q*%\`5Q[.`D#2?QfCX\G/CDQ&:NX#"M2VlR'TCu-&A=X
+ K%aSFsjl`YmZ?<BP'3C;GK5;VQ&-4pf&M2[<8C1Mc@DNO3l,&)l;6C:d1V`D4F?i=qqi^TG
+ >N2\."Zqi7'3>t\Y97UsZpK'^t[ePNf"n]eOmR;Z>3SK$FsQ!*E8lg*3C7TepsHtT-p5)I[
+ 50s]bC>%2I,Vo6*#:$N9kCNQNG1P<J'kk00g%+3,9HM8Q;=a*`NDFrMbp0uQ7W_)X&e'%E6
+ 1#<kpbO\-Vc)Pr2WVc(;F3OJg_C2`/RhMmu57-:r2TZot#U4*@RQX$B+R.`QW;/';Y_T0""
+ <K@QMf@ql7mQg_SfWW?6#JQkruUhST93kPc,jd/.'^IcF`ts9gUVd;?G4L-G=M1pEH_/jh<
+ B[ga5S=5JE6?0-fo`jR=.R2M@(D?MN7bs#<\p9npb;pTT?#Urft55iTqfq6**+0(X89+l4F
+ )\1[4p`@*:a;Z>OSd3-dWKp.^V%0(%IA]7KB5ds<mN]=YC1\\]Z,&luL3Lk`HR^I/=BKF#A
+ VC54K<K4FAS:ic^m#en4D^=3Y.k]4Jo$n_NW"?8(;!+cB@=u6WoUF9d\=F'uR:q]Ns6*)$=
+ ;m@rjf!>JU[nHXg/,cIMgHY:s4,]Lig]=5k!kGr$43O0LR]6F.>6_GN6F88[`%7Q(Fp47&_
+ '4dAcn0c)&4$.K_"9FDY\\p<!lFf@"HZ9/r"Onl1'Uj##7u3:e1Dg4:VSFuL/^B)oCp)>)`
+ 8$E6ntaWX84\8fJu<A*fM7&CGi_O,<uAW-aY0[X*_$$-T0[-2=#_pQtZd^4[gVo`ACM]=Et
+ *Q=Mnn3#E.lb,W%kF=KT5;JE0b0YX*t&:;`;V"6aJ)3.7jg<$1Tj"s@hP"<'a'6,mG$0Uqk
+ eS4(A]7Ctr0\P%(U@hHR'8\Mt``3["m_n*e9"%;1>ZceoC;WAVl@RjsPa)lNiaF"40C;n&s
+ #1PMcn36qI>"+s1`KIZbkWXPcHc'?I^5t=.^gG(I'gn'`#8h[*J^8p-=GE>WaKujTF@&OJ)
+ odM.60(Hr4<Gq5+<H2,,eS!'Hu>PB!3/Ci7*FIF_ulq8:H.4G!^"1gN1A#>S]TgJL[]_IaD
+ -=FK"@^hLG1O"jF9\\J'(of5nF=BWf)UjTn<ne#4.&!$onD$AVUP/LS0%:l)+cm@=]Ou#$d
+ )(r+/N#[)QpAaNK[`3t+[`Bt$2o4%sG.Hu-E28Nj]cVj*JdZuE_F-:]U7a#b/l=D,?9YfpX
+ tb]Lmb-uT4G*Qj7t#>d8XXJX->c,sI&LJ5ocWjDr>3.\RmL.n\iACSjhE.br?#:Ou74NJBg
+ B0$1&9sh=H%(As\[_5(hQGej-U.7\Q847O,bL9M66+0?`grB0Z4lW<Y)gj`c:<Y_QL4FFPU
+ tJMmmEXd9#=qgHo['`DUO\;RJOIaVm.AUhqbK&HcOu-=cpr_Idg$<X9#Re7+oP1#ObEh7c+
+ LJ\r+4'"!P&?j1A'MM"HaKWOsHj`[qt-'KM"o8k.h[t/DTI$]U9-X?31C7L6U?:h%7sK&\_
+ (h#7tWGHNaVp/:]-mK7FDdoZg6<))>`MJP?p\gbh\M'WAN%"h7mbV'+#FqnZ)__,+nPLjRM
+ m<!0(.`^JT[K`G#0Zqr%)3:-f=oXVLY"YfS]:,A0a"UI[n^I_]<'264a,f2F__TA90KHOlk
+ XX2G]3Raat#2hQDN?0\HC]_BR#8f2rG]s7/%#:31JFIi:TFZgS7+>L2<+SSLF\(#!8^rGd<
+ 0^)*`Cn_292t"HeEou[oha0B;:PPBeJ2"_,u`>o<.Op8<Gb*&&.I%_#LhT4;ptmRi&6.7+]
+ #2gca;4p^cI4+EehUF;lNKC3*?HQ&-W>MemN%8%4Tkn.o"g.d_Qf!eSLQ-/kI':4e2g$h(_
+ Z)1,23R:3AB>,a_Y5%26;H"t4Q"'k>j\H.SfY#B3t%c!/=AK3./_fCaPo"b,)1dY):.KLK3
+ L73U4beHIN&=/eiJ\h9+fB@s%mer;+\`@=ojNRjl0bDcVL!pIh7CJHFDf*"XZm0M!CF%!\L
+ 6<t!G4a%ZU)MMR3c%-P\I@T!@SZX)aLU_Va\1`A\J_DE$=uCf`4egY!V7r%'K'3FA+C\L`?
+ Ws:4g9k;4>WG\9E/)_bLW,hs"PO*OMUlo^gEgLb]sPl"N`)rkf_pk!7?Fb0D?r[o^X\O_j`
+ )aj#rR^.;a$IG9pcTj2Blfn"rM74"iT1r`N'PkK`F*d<QNlgakC=K>a<Ie_!m$P7"[>F#6f
+ e7]rKf)X96[D5?44Y@,qJ1#hqMK?$3I/Ksb%-.,/UI:bB/c-#HQ9Oj56W&rjP*%),%[Q.%6
+ df0-o>'m2\;l'&&H#2jX[:$CH!l)!TlLN%9gW%A!4bMM@(?M2P!rU/PDdY<9'J3YuGk[e#l
+ p"^AVh$pI1:fU&7l4,4+L-T\5D:i4?ZrWaN:_h_em47#2B\Sbc>GCCeZ5cdOD-doo=!bUT%
+ HLZ?j[@qe$BT=aXKZ'/%H-@YT`B.f&38V`&`4'2h]<D=4j!os7>"&&>khjgIM^mics7V+9%
+ \*;r3,&JhL`7B#.=EcINVpUro,5_?*41`]spAah,`)/h=Zt>>eSf_b$]YWbQW)^*Pk/%-p9
+ 1'iq>%c!SpoJH%sBr^@i4K7Ps-p2;q:g_'!6?&.F1>@KrtOA$u&>V5h\R4pIBq7MXE_#h]6
+ /Zsje;iXLfT/cT$],\1Jq@T5_Q/,NW4r)WL&if)r+BmO6hH!l@X:50*G,#e\iBEp.TjYg'!
+ 6'd;!Ba*F0K"(jA<]=N#=QQD_hY:f:YQ9C?<J<=miJp"YSigN4eHL2<#DQ3;CMjC(%tt!ok
+ %4L%5%nPo+_4U+b@W!Y4Y1-%qHKg"ie3M)R4R2@Eo&[>c@/SbOZJ54TOpZ:kB;'8>jouK>@
+ j+HjfWrCVL+!;8-=Z$@>8-&#(PbN@+qtJ6_JE()fFhhdY8<RLPBI*L1]L)C$(D\Auu$p`W.
+ ^$!N-,K:dH.3G"TU\i)rKgB,ki&.O&EsFC;$dKj\REhEYa\RH^T;OU-FAk^Ea:639&ll1TM
+ i#(1/!klmG8Jab>8[XSMdV.^?GkS>%Gc@SEF5UOH[B7Na3Y]K#gB4c%`kao!=7Vc\O7Hi#d
+ <kXT.ooVuj8nRZNgW"3c<\!+B^ZRa;$D982&8l3j^$FgpNbEirLiipC1e#-Ol2ICC2T4rNI
+ q+!;K0WfKG,9#@(i!Z\l>?6.-E+hD>M"V!"19LkhU(QUM.j'?kb`'0*c#OC.d#<hbFXg]D;
+ XEf]]@>rl]t<(PaA_L;23/6lh96(#2kLAH\Vl@#.Q?ZL;dsmjmH13kGVtokQh9P>(su<l<_
+ VN`p;o5mH>&(hfLj\3D'NYHp%sa!e=I/Y0h"Hp$YqcD*Ekg:AEmfNBt#(kl1IArbg_E[r%\
+ ok73^?93LF=,H>-gLP7$l(Bj5/"c\Uj#2j%s\1iH!k%nB3E44pJ2Wt-k3sC.:m^E_pcH>S;
+ bAel-BH:DHO@KMteE:tE!DnaD<uC<Gp$[(uD,$".T,d(O8+G_Y]lr%Hglk&Gg=tKbCRXb[c
+ #fH-+/7?kEd&o%JCMW$C50ee!<3GrY7,I'/E:DQK,>&MLg#Mb/quW1F!g9o#;g>DbOI4/C6
+ '&p:h1g]A-X-YEL-<<T0)SGdr0uGDj9&If(r$p*aR(h@W"c(0%dE=P"@k^@\pe6B)p;]\sO
+ m-L-$FHO%f2t9S_PO#@MKR-mWiR;=`UB@q\ts\01r.?\X%doli1_5;`&"2YEs[me-=,FN"K
+ [@HB\-k^P_g#<[/G4`fdqm70D#0%KS0qf2/cnck4grjUY68)>U<l!FK!OB;_VG')VZp@fqK
+ ^i]fg6"P4AFY@h,k>Q$->Q>U6KRc&an7.4I=7\@QGIMni=+'U82K9fPFhIPS!,mX1;m:doo
+ =oqO%efTT4k>C!F8%rpK&uVLOmR>hn(25LDZ8lR7qWT3mDgJoTOrsI4Egafq)8G3TPB2d._
+ O)LG?:,VL7nf"1'$N$"^k>SVk!LrSTiZsq=f@4k;VGNe(X2mirD?h5D42%K_f=iG\1]8G)U
+ MYD!9pToJ_\M6S`Fq+a0K<oS/TGSo]K;=U(dfq_tkL!.K^EHO!)@"5mqri!&q+FSV!.W408
+ :?abUN8Hti-H0;s<hn]'V_=8>7kSJa&XjZ8%@H#im"lO4n=315VKl;Hph1$BpT4MdsWh(Sq
+ lW9#@haVW*rpi"/`s=e^3,j47ebs*oo]UGpctie,$[]@orO9?j#MB*d]l`^\%/>&UkVX'P^
+ j!iYFcW0fT'^n`VgLq6"ce@In/m?tB`+3nrjV1TJ#DZmb[NN1rqD9(LM"(UXO(=5D3OqaJM
+ -`k.oS2IKjEm?Dts?uRg8G2#JbQg&5i`%56:7g!jI1T>(ocU%LWDl6=CG84>moaL-srt(o0
+ JM'8sh>&\->61EVWJ,LRGTN_L^^8Rgdh$[DS5GVGACkL8Di2k3WTm&+XK]#\hdkVNV](5YP
+ TdV))397iR,VUOg1)P_ht9rlgF'tVq=Y2QS:=Z-X.I)sKN3Ss58e[F:P\6NoQ4/LNqGJ%7#
+ =1dSfrI;GnhlkuWKp3ZU13"/4:+mWIaC?u-r16D-Qc+[o/=b:42kA<.oNCQ.F@1f3ZF)a,7
+ ^lC#ehVnN/XFju[G5Wn>A`NcHb80SGQL%+&XCAsEHtf<?R:p^;6p$=/rrf1ea.E??%1[D\_
+ Igs)1EYLMok/RH@3H32iHD5p\]Hs5DR_IV.L%K+0X#Zr;OJBi(j28An28O^lV5!"[JbI9P-
+ T;KHCK:OIRm/)1bI'%7;i)4V#CAj?uoaYgc;Y7)nKNHa")u>o1KmN+EmHOfWC=`t?O<*QO<
+ /I36NC%##kGOt;S;aV%:4--;<bl?s[C!S1BcB)rDe)WLN5PtQrr\s1Ce%)F[Ao.7j:9TqTg
+ O38YnX<em@OVoPe$i)>jSSBpEUeaqSOK#5o%08^E1b-%'/'BLYZ;HMT&8RgaoUSS%PcZKSS
+ d2k]b0uU24Ng\<lQX]_XW9u3eBHZW<ONWX?WX`PMgnm><Ma81[gmP&k1>W'T'obkm=ar\2C
+ 4+A]anD4A\Cm'lY"o%MsUJYQE@-%_04$7D*aKS0ac\)]tjumE=>'Ph%<%G*L3L],thP\NTG
+ HBQ`]Y%h\XQ1IG^CYrI<`B%IAM6a"cdm([#dc:7W[rpi;PX)8o#PVZ@&J)rqQeN8o063KN4
+ R%Qfg6)(%e8jV^6^P@^.W>F"='Na\@;q6":uAspAURUX,l-7YO]Yf2?XQr,qtQhV`I)kN!"
+ fOgXpo_5?M8m88]lKYJ`XjH@h)b$hu$''0MQkmrQaX,oaGLQ4#h6u_d%6%6c]<:AH<RkYf]
+ eq[]rEF4U`rB;q[G?8K=PQW/`Rt*(Ve0(-=!7';<eKe_^)"\i!:s7a\'Ng\*Q?F]2`FHQo^
+ O'V@2lgK?.\cjO(I#<SZcnbpDqS&h=mK/I=)oHm]/NrR\]tbcsB&2Y#.B#_rn+2H(8mra5Q
+ pQq]2XmC)l1%5%OQFIc^+t?S:BN<Bj"(^2H5Q@DMA^O5]p(r%II6fDKh1`ID7`-KLg%O`Je
+ Xb,lI@k9*-]F:3*n/[n.4@!^m=n4hE,!B`6[6eR)gD@Stb4U9pK+bW[P&jf\p$.n[0)agU`
+ ]P(QAR`!7%:GNhGf"V[5.,c2nU)kT<oJ)*tiJ:9Xo>F_P&Y!icI5*1^^;fmDNJm@H:XU[32
+ t#Y!_6e]SD>hH(K`BsE@">Ch0tEYb!T6nJNDMA9\k!n-,D%!U/Wq0q=R@-h`-ID@mQO.nr?
+ ()&[N5P7IKk@j32(/FGcb-e6Pl'???D9T$8=1CTu&e0W;;T2D&.i1E],*\i-XpI,YD1".H4
+ #oPu"Bl7/:+%U5W';;,1:`BCQaK]NU6@EW4/%*rodPac*P8BuYFX)IRAsJ^M&@5mSn(!H=t
+ TUZfP9afRG_`7^VYDJi2%]f5*U7MoX:H,upk,2PGAGu@7X8Jl>H`$j1W$bgT)d"!X$N1lkA
+ NZq)P9_kUWUQogR\k<=%X.l]%Teb&$:t(aaV;2`5dfPCl.>\'M,\WrO-B:?u)`(u=(lfgp.
+ gqKC4_[>6V,XU`;VGDLl%LiiU+&W.C2EENFR,)HmB04T`\@^&AYr?"&rIj!533MNPV`<9:`
+ %;@-l_EDd_:B2Wi[jX%1\^XieU7],l]2#'pqj]Z9V#?k3GFXX\38ff%HXI`#-Z;2%I3!>4#
+ V]`HeXem_1dAfKMgXAM"VQF2I3`3iV3-:sduV4Yc6pX6_)PA(Z3/M_..C<;iI*DPkq[UFRg
+ Z#HF)ML"]_6/ZR=1X1#17XGXu4cXg[^oql67H9GHqr6DcEJT?Y,\iVI&_73PVi`o]IEUH96
+ (Ls+`=A,2GCc[6S;mN#*&On`'h8t!g5+pSU1O&+QS\.r^`RP>^'5\I_Dml82<JLl]m7b*lf
+ ?Vr9qdC>DQ2+SuT%dJ*f3>B2+%8`+m9j0.Jac,8_,r>p3p#3@`i/(2p(eKDWt,YU9K*A8=E
+ '<uo7L>IZlA&4%Z0_<GHjT(WHXOA=ijNdZ%B!h2N#silt^>[^,^[%f,dBG_\cEkqR1V=@p=
+ 7?K!5@g#(iphc!3PunqL#a=\gMY>cdT'cs\JM:;U9TFbV'@2o66S.lLfi1rhL#)&]Ihh@*D
+ RnTJobC3(6KH!>U"V<u:kdeM]-jc=>V'$'b+N+c<$OY*G"d7<4BTl@e#7a>Sn>#.b)>qMoF
+ `.8Y?Y:`S.%>D+de"+a<ERZQq]n>i?c!%:aB&-a_1S1k!RF^tBMao=<[X+tLp=3@&"0_>;Y
+ dS_u6nOB7Om?R$6/jG.N]g1Ep4guK>>K!N<@p'5n8fKMP>:(0Tr9-+U8Oi:`k>"g[?>K<(P
+ ?@$B"UjMFae5b>0Ap8h.^NpZqeqnkC+@uGl@7>!E_Dg+BoiqOL?c1^XR:cMc%8OG=N8)>Yg
+ 5s?7j)bORO=GG7!Bs&XY2E?PQ;=Mkk<P/4Prmj]fK#k7-HrEGkE*)rC2TSFaL<eI9JuCOp9
+ sH,1JT_pI0d7.@]&"30>gjLm4DFP`S;qLs2in?Yo1b&OpDQ&3C%N+EJBcs$:'49^N#Q1"(b
+ fm/'"ef;`=Dc7t,-n[=,k.?'9>-lNEf0/RmB:qL2KeW?Hs4I,b#_MSE1PaofSt1YVGi'P%r
+ .gDeZ4)0dHKE\cnO_csB95mI,7=@30codfZMIm1g%fOVm568ZG1Y'q-!rR;SEIL7NW3&Vh`
+ ftBhMV(+M/@\HK8j;5>RbU=nbu&#q-Pf;.8bG5!oV*<raRSRL:+OoT[ZD[1qaA"j?<H#W;L
+ "Xe`PangRE,cI=98;qd8,sICk<ehW40Qc3iYg(VdDNn%j*V'FujmqiCs]E!ZNK%05DA?/Yi
+ 'J^!sDVWtB.o-kOJDm6-Ip)66@nLtM,!LOlNj9))<r,5@.0?ENV<<UE7p!?[`0@Ws^AD^0s
+ "tSR0.N\S.Cnbk9rm,tnc[c%TOF^h,)ZeCiE/=k)N<o$8g;1QGJas2bO;m[/qN)p'Dli7u0
+ GfY8!.j,H_,Uk^]*j_5(]e(Z^pFZH$Oj8b&CAl8@'pG?gC98#%PZiO@($W_%1]W2%aa_VE:
+ jaGo+1?c&AYdenHBJd#8"-P&FgJHd2<NN)\I'1&htOBE?>gu,ne#)&E+-50fKbC3>:pG'JV
+ Z`@(['P%hu9E'[]bmEE*aY;\eh*((jgf0khDCD&,ug(*L='+V,B/HP_fm(bpRYEISh1Kc&3
+ o)"Ek-JAE+cS.P4[)A/S[0rZ(2XVt'A)R6R[5nFG:\Jrr.)tCle1!(CI^^Ms.*<?`m;:un>
+ QknXJ$dn&E&a9\nm2g99*jP5W@?;4tkSca1*l59&+n-I;W(I*)+//*DE0DHN*?jts+t-8%/
+ 4T`fUC)#qYcoNP002r1enP6J0Mf2Q&kG`;8kh'<,k=q\dTIkO>:";q-8K!VEaL0!AL>i>-K
+ Nef+=%o!mKR+>&\tJVT_]]1L(p?J)hF:sU$NgU,q8DY.PdhMALnmt":Zdj,1!(m;Defb3<G
+ mF]+RU]'$2M!F"Hn*/J?;[1>+7"h(;O`/[FCgo&V0kZjhOTBHY5?+\6<FWA!iD0J`kd@e(?
+ :dN3G:!UqB[-D_r-^?\??*!+'bO-_J?/M=?n1G^[?;_^(L4YsE11Qt6`o0spt[LN:6*<AP<
+ JaOL$V(e*A2D\o&E/Ir[!6l/j.uDM*c`[\mRLtX81:'>)PDM8?NARu(34"f.o9D>BR5s7j)
+ h@,U_:TNS*A>lU4#=9+F1CIc]H2Xn$a6Bc1Dr<PV`0c!!hlLO:Q[ZdQTarr4u8lr;rKo]m6
+ 7lH5(XgoTWS9'`"?CO*at]X+o_"1]0Q!#5r9:uTfa:1feG680m"\XWt:"@3[p`sbmtT\'D4
+ Q]4$PPb6o71tF?`1#77=ol1uM7PiIVb0r#^OD6$-[-FD44Eo->LU%1;2`'":!J]0-i\*!(^
+ 5;Aes];+U=T8Mj"1<09aoSOp2],Jg_r?pYmMF;"^h-Icm*FLb&O]UKJ:*`RCl'RN/gHmf\Z
+ e3N$HU%6=O)bMrZ8X/=32!IaLm7qcl4lN[Ti&<<R^JFM':c/B/0+oABn/<In9QVL<9g)3'Z
+ kbsM*Y0>g2(;<9/P`],;RJ5XFYk?e^(:9r*s'A"[0K[=9iUd^D%kJAeJ12gb>F6`6Dop_#n
+ .e>ifK3=;meD_FZENgF]Yu%=7eZpTX"R6ckM#u-B&72247UTSQY$<&[6sh[)k%&@55(#e3Q
+ L@F`UX7]i[/,=B37DFhq=hg`'Y^"bH._MGICjh-K^4?6ii/61bQEJQe<T9^ac##p+Au,@6D
+ (>ZK$RQ3C[)$"3H3@3RBD^q'PthAAOK?</@]Ft$mpF"AKh?PQpT:TIMk5*?F?*EE8N((F\Q
+ 8S%NhAN!1W+ik:h^`T9>*k!Y4G%kQr!@kq^%3j20<NTbo1LH!m)^4<9:7#O8;/"N\B_I^*2
+ OQ_WU]nU**5T$peu<DmX[)3=9N>A%[)ZAC)d>,H/"m*_1cF@%O_j`XD&/UX2VDqf:`@-^!Q
+ !n9_/3r\m;DXf.THfcmC-_no1[X[;8j(aJ_ap505Xc&D7:0qf,&G7GT*6Z!45iB<qC@@/TU
+ >=):o77f!fGF@j>Or%j@_g[+sYb*H@D\FZ30?G>E&7=ZW5sEu/D2GA-Ul#f8M\>.6Y!(-OD
+ :a%3[6F]Vdl=,D'dMg0A&*<AbC(Me<*SU'WQ)hI072RdlhG3\gK2k]Bh@J<%4,C(*AGk]1%
+ f?&Crn/YqD&GMlHGM.DH0SMgCG;I?[%QeJ.ZYM0>I+S%=GP?Koq1%JH-'YJE(YsVO%=md\l
+ f%RE_81S%4(m.IC]N0,_8[Q59%lSR%)=*?3&cIl3J7)iKK)&HGX7"M7>/0JK_SQ#fNEnf>D
+ 7<-L,`UrG[H38AVSiOLA5nH3-g8rI><&sLU_nkG_Ls`K8B;ZM&;5/315VJBH1F$!TCm(5T1
+ U"^]@lT$_S%M@($'OX9u`HJ#'hDJ-I&\Q52FlNB#IJCP,i"g'`,*N]+G.=0D-q^a\q";GF5
+ 'i)Cfnq2a2*O8/s@3=1cb%?PiGOLYscGnlIP'9W).Or5:'3@U,:/Ws6kP.<B3q)+AH3Ks7t
+ PW:mk=[A9t9pE1cPaPO9q,`hA=dAegQ8p345kY>SkRN,,*C/0W\?#^>W[4%N+b?^&J/'LVQ
+ ]7DqR5pM.Q#7[oaHG37Nd7I:\05@f2@Sg[BrA,fH!uuK]plRKQ<D+pq8Jl7adi1ISN4rc=j
+ `dch4;+8SXJT1q$%qVquo)u"6%Z;+=J0oZiJ_S)^*W5!Vd^R+dmWgTfNmV_."C8iL2d%J_#
+ 0sQ@E]O:`N-6g0*U13U*<M3MZF0UcLZ7>!\s19r,?tUmb;Zq;r`kli\KVK0cRGpqqUbha"W
+ nTmCjZH?b*Bg)n,[OSU,\<dB_4.-&1iLI(JQNME=r;l,qVWVWHjg8V)5X/^KJX#dMdHEWE=
+ p^_mM*?`i5Trnb'#B\qU(',)H]%O3sgk0$U*9#qV@DANtM6?\&Nj:SfRL\$I];o-8X.'-oH
+ NgXc"0hY/Yo=.W3@l8Fq?6oMXE_H%=&j8@$6GnF(qSV2HTAF1@+tp^*.$kPfr)"lN8*Y0P+
+ faroO?8g't*oVZ$U&j)eZT@Bt!nU[lY?I+S#Z&V?+-T)^*Q2g'b*r4h1BO\L$MWo+/3HV6l
+ SkR^t"Z_*;.`1Ue<=]0!:0HZcri[Ca&e]DKR/@H7n`3ZB3K!4It/5o9rUQ+d(R^*K%AT]R-
+ Nagp/!^Gk>_p-#fLefPi7d[RqcHc*Xga2#>"_#+q_g_l6d*!HA]$t()i!TY,lBtdh,_`TbG
+ @>o#ln[]Y/R[P[W.hP(JJC<3l_0cp84B]XN?,^&W`O_W]T\KVMX(cVB"BC`)I!NcFHnU31%
+ lFs:r'SQ:o=A!e.]bNJ+k=@J"i^CNaulB?Ht1<hV96HUOb)Q*fmg;ng`7P9&);ZYI*'U,hA
+ Nd1aI;G9eZ$<A%MQ2iao&Kfh!*+3mE5@scFibQ60JfO6*.ZD@0*A95S,"\cum"Gd6/5bT`!
+ %Se\iF"Jc&$,glr[B_9'=kb'`s4I.bt$n'g)Qe,;_"iU.366lR&h=5h:8!6`c<?.Ji1)<'E
+ nh&j3*foDSb2eS8u*)=Yi6eD9&fKDaW?%LXUjrW5`VL!#h22D7KoGrp^efCU@HJT0o1"O"h
+ dQ@'8OJj--2q%Vpdp7gcI>ummc.nl9gq*b35ir1(]2M#@'B%d%Sa#"B(NVn.gD]=N?+EZ2W
+ Y9/sb+7#>IF6ude_pE5i>LDl!8ms%24.bc+(=2??1$Xc/V)s?g;1ti?#A>$7Er]=gYpW:/>
+ (lb:#Ol(iEfOG4ZFG>ciR3(*C3X9*\ZZiD1.r%h`a-^Sit[G-b=\!b!&ti*f9!-Ms,VLiE>
+ LN33iQAo1raQ7K#%)ri,1kls8QDaF8@!IC%?@UZ_)%[6`QHCdI;,c05/Sks!G\>JM<\n-"0
+ s>N+Ta^9-h;m:tUI-_Ro(*dR)-DohpnC.NE@//R]'%IH@jm@P-`3Q'so-Vko&&KmY4s!dNI
+ /'&m-j*pgiSCO?7s)ZnW*^TP"N"tlT&bQ)>ocHp$3_R<JZ3qc]:)b`+J`Ii$/b]3a=ojc'h
+ YHbl]CVUUo@>ki-]/X)`Z>'eoj=!WT3(j'QheJU%Nmc-+kd^j-hfj1q_^uOi9#?7pTD8ZkF
+ MG#/NiU?`3K-H^u(^YT:c(sg&:s&Ob((OhOR`!\dq&Eqd9$rFMGA;j<+W71O]K1A&4iB\3)
+ 5S$\OchnJ;$h-PD:Q=Uk_UC,6fi7q<4R'RiOi=LfI`q,FM"/XK,m',d%[Bf2ASk7a95i;P3
+ UcY)k7"V-5TT[DtfMDZ`K9;b[f'\\O1V,aNql?/Q'C9_!H=)8Vp'n423Z<?PFRk:ejCpdJb
+ (AjB.l#F;ikH?+tFf8:??Z5]*"qLlk^u=dMN&E%$Mn_HH:'ocQ.@&(fo,4(LD`OB7BCm)_(
+ 6;%`dqSInSQ;psXk.@^)]b6jBsl]4pD][SRJ-W0)]=Ya0+K!3j$OuP:/kGbhi`'A4UEc8e\
+ QVt?e`<HDXZDnGOHRopPZlJo6Ga*:KO1?l1TK&h]Hd_iGrfP5oABYn+HY"5EGWq?B^E1$Ni
+ Z`6k]_iE+Bmm61BOP#srU,.gn]5`%oN%a"cT4TPc!7ijfOLQAWWN1+qe0DO[Hd(?[^<%7Y'
+ 4jSHmdZuZ"5;8dZ#8$W8C+\2)CK-EkT@Gj*IDtF&X8[=!JEY:_"Be)gH`3V$gEoahc9Ci;(
+ 0hcX6b06I?iVG?u7gqS56kLF!&Od1G;M2s9AFSiC`c9"H]+["I,1(@!#pW:=2%r=(F@@'9;
+ 7)#uoUhoB:hpEr'Vd%jo[K=GN8WLo;,hZa92eg_78m2dF_+cY6Npo:GKn[6jUsQ%[-:jb;/
+ Gi23bA-8H.D?=,tD)0NKI^R2J&4f=]U6GB[K<uap:qQjg.\9C]X$GRhd<fEEm]6bB$q_7FQ
+ BbG@FTu+(sNOABh@_lSm+3]l.05BU&1>7>%S4E]Z3q>A)Yl7Lt2VG\.VDiHTMjLb:'Jl4;V
+ bjgC%$#C1hr@(?J/O^r_a99Wo^7T3<OB)11b?I95R>>D`*Far#R_4#Qh\PkeNiVEa)T]c.e
+ MkXn]*g4.-_t[,F$Im?YWFIua!-ApM`d=h'HKMiCC\n=RZ"/Vun9p573Ph'=q2T)mB"-fk?
+ fpS*!br_P)_7^tg/ds_DnH;M_/K5kHuKK:AiH^Z:YEZTMEB-/a`;d,/'Du2a"ku(7`j2goD
+ <]B?1&B?kL2J(g#d['8V[W(E'8[YflfNV@G=sU=OmlMS`^d')e4t2ep)WkMrT']8!E%.-J@
+ I-F8:Q!d*>jTF1QJSIll`b]q962HiEcWmehP9b'OW7%st>NbW2[SJB.3VIX-F@lhc/2a7K7
+ ZC!copNb>$>'8$!rcW'&?G&S7RaQO]*mGgB4+S_UfjFU3/$:/iadfE@5C+l_#35P/H7e?P2
+ OHpPHGYnfV;X53Q[!KM(5lhXh#%l/O4UL)[4!8ndJoLE)6hiAI+nS&`K6/aHQdl^Ld.A5Cm
+ M3\8TbLt#;i6];">E+#1P[50H8*Ig*1'5+=i,InBsDlCf7spt<'lS,&iI\mgB:"hA-)3M&%
+ +.I0*Kd*O-0-#8,30.A.^F1#fJ;`fXVfk/7Crn+Hd)J`]N3SEKZI$91J_3-"P1/*C6V2a([
+ eILJY)aOq(D_Gu6&&<3(%2TRMV`fcf8fZ\C2_l:Au,%>bDA*(/gQ3Jf[KACSM[o+GJ*;qO0
+ !E#=foh'W\`80-f&e!cJ$CJB)YW^SW"*R`(ub?(Q-+f!VT7#5+YETH7o4R8B`[U`.Th`H]<
+ mg]>4B$AZH-GrO1T9Jtu:\k)W:b-*!@<Js%kn-6dADplni\<64!l3q$ntM>fMba[77::rA%
+ Noe=^;QI"`/n2r<0i_GH;R:K;*#;a@!'RA&M5D0D37SRRk)Pk1l$VTEn"]ZdAhanl4lL*j3
+ 0N7l9@(`8Dt.H5*aXoTi>cl;j@GaGRo+.5j=6bH;rHL;gEF$aU!bBj//Et)MqWJ<C<m2V#$
+ -Kl3Jk5FrV\G-.PWX?>J)<YE(8e#>q'Q.`gMJFO%&4BP0]3_S:XhJ8u0/o]5=\PHD8o[TRr
+ *>H<HuU_\,d='G'"D&&hQQBouTJTs3\Q%Q;`EeW')94FGD@N5H#QJ!c?Ao6)/\!CL2=h<d/
+ Wa0eTpD2doH]`>K,d*F8L=TA*%8<mVDlaX9('[X%3(Ku_D`7%@?2M<[D=#-L(CKak90mU%<
+ U7>b[eCpG7*BIrKXqsl(f8=mF_#7%(8uEEhE1g`0Fd$W<;uI<X3QoI:%,oc2[<ag+DG4kqB
+ 38mf%h'VFQXZQ,_<fa&&nn-0IA$[GaAKk7NI'J%A1.t7i,Y4@>o2g/J-rAFCAtNCTu'>Tss
+ =t&eUMVgC>XQR%#;ZI#O3X<XHm'mfh`6Tp0S`;m_0,(LrBfQ>tH1^DQg:&jZp`LIOYQ3?p=
+ jI*n?]-;2/m[c,p[WLS$qF3^!L&.e#NQ8$#GVKm?giO7fh`rP`R/UK>:I+=s57Z1C%ZPBa(
+ T:L(iPL>n#572tZ2fGjF_\r1X>:fnG`9]M2g+,PUI8-_`?n0RW2S*AR/Za)\Zdt2mFZ*X70
+ h1l,b;L/#>5WYpF9*>m(M`@qX\l+l<ls$`VcMsHS"t20e(U9mCH%@hR"EVpf9u(JBBs&oQ/
+ q,!4!RaAh3Y\H<iapM4fRg#YIo(FoA5S7(N$j0VYAZTa#\EPD@ONPK>>kSX`&<#IFl=p:'R
+ j_],##glbn%7'B4n54,1AR^,GEVbBH`Hl2e%M8%U80>aL-7IMWO(DQ^YL_i"$a@Ea"[(_p4
+ eHuZ:_Y;ksd\s`Uk%AD=o3CbFX4V+;X%Tg"sIl$>[2lCci$9Fht\Js>]DKDDSYOB2tbJA^f
+ NrenNff)=cSKG00<e\tHEVeeQ6aq7<iS7-=K,TB3X*%aP^H:$'hpg,HBECq$HQQkhSYNOdF
+ rB#EA01-ObK"l-+ll4N_Au"i]D$b5QFlQiVQeE+VqaV[r'uM2^5p_fmhO9XL9U5T\(>s*i'
+ &jq@O"'D?#u&#ep6$QkF@!j%.&]3]e@:qT,5tccVrQA2i[MQ2s5SekU+=-lh9/plZo%L2u!
+ Wl7)CKjk!+Ri^*gu!T8^=.T,+<<B@-UL\+aSkZ93oWeb[$jc0tYB,=jf[Cs7\*^D$Z4quI<
+ 9oK?,s]jpfP9Ed[c.Kbes^SBPqbPO?K6pB:mKlT`!oCG3U%DWqn.sm#c9?"YN#!jdR5s"*6
+ 3-W/jlTN/m\_DWLb7=gsd$IuJ6+d]DbOIhJjT#Dr5suh^$m@.:G)+.f3i!NR_lU/^(dH)u.
+ FOe(A/ml4.Di,u5n!iV<$/ss/jenX-kJ]a]Hk:NlbZkd5J+ZX#nmH2TGMDp6DPVhHW3;l&J
+ B1;_YcM`bWR7C?jB5J6Q?lZ,T"?chD4;P3q.))Ha+AT3CA`q6\Iu;,W\98[Qm5D`4Sc3b!6
+ 3:1n-aK_uokR1VGs+NsLhOYOQ_QCe2Kl<A,%X\9'gNe6,51=s)*^.<JBR,UGUt?:&GaN[o[
+ j/6'T!@RXO35TEkCX#J#!Ak$TL+3G@SXB`[PC.'$K5K$o`q:(s<F%'nS`q3cBXCT8Eji"N=
+ a#nH68]hM+Ifh*0LBM>-A8=+"l%I],U"!u"r-_'DIQK*#Z!:DO<.RR[Jf,D#5+Hl:e3QM9q
+ 8MoDUF:)XEH4PPMFZHZ]1abAlh*b)K#m;>8GRC__i[J`C.6p']B_)($d-P\Mb.`6a`>Nor+
+ -9.JB7q`8\CQ-$%b.PEChF$87XNr]JPX&63aF%(EA@U9UJFV'ZeLd\m1cJN2]F;;Aikcan1
+ 9VXIq]*Tfh?VW$--&<0tcJYpX(M7jK0IjJkjX[S(<D#1;U+`0/9ePKN/.4:JI:A?sD.^(us
+ >W_Al)FMUWj_@=nE")-W9PX%mCH54#IbKR7bm(LW#hb3l.bRDA4bfri6ek3<g9$C,NjG(Q<
+ [g)*I'm.RB9Z^"2n]\?kbf%e$N7gpmc(8Tr9`2HGbf2?Q3A%IYbs^,W<6@rJ787f7c%OeG9
+ ]]#OR@#,T8aOf!N82PQd66"-#XC5,$TjVYi_BpN:)h-oFL3#ujA'7W:H[c3YUiP6gds?)^<
+ GF>6(JnP<DMoM:V?QC7,pQQ[803j:]15e[.V_7p/!<r:O@Q6Y_E:;m8'hPccl^ALoJ_U/Pk
+ a6:q[93Ob*[5m*HaGcnlP2gen4WGDDkVPsksS`<fC4\Bq!P\:k@=N>YHP:<1$Kd.IrIblTi
+ JlGX`0#5DNBob:8/,#M>b)uUR2N=/US-;nZZ#*=%a[2ZO(*)YN&dGrH\lnHRB;c.*Mde+iB
+ ]d0q#o$VY:;`nYJ]@mJn.>ILFd_+jCbC9TOJVS=l'eM+<bqI,f0qVH$dmZN$$qr\VF]3-8d
+ tIlug?D$d)&4G\;[l8sGkBJNQI9&)<4tsoOCO&RH;laO<;e=EeMtoDCP2+j#;nVBh+6'r8I
+ @%A8qfshNEJ]=="#b@eFbb#"[l0M*mGVf;kS&a8d:Oq<n1Jc<[b0%I.C7E=k7G&63D%Z79i
+ j3?-NgI#Uig^7:K8.DH8o<`0Bd_d;;h\B@e_V4HNo%<GBte2q8Xe6S2Wk8[X2oJl^]G=1r-
+ FpomdscW;E6fDU4\Kf]P"HrjTYfKEupQ"u0mEiagIf?J\EeVMSCE6<OXd=m,'c&Fo#4;\fc
+ <i(#`PslFF8J<D+=ZqU/SVk`2p/gpHfmT5HTMpUGG(R55#47K'AWYU$GZ0`OK;-06I?`G+M
+ 98hI4Cr,-NMTf_M7En=fs#AJKq-dYG1@&&<j`MUY]$ll0j-r>g*A1P4cA$*Z<JiHPQ3Fm5]
+ >AASQ_kug9$%]mAu';<4'oQgBG5nrNFrjQJ,'>>Q)>pOj42+W*<iB>Wn0P]q.KX=Tb*E>J7
+ ^RouTEU^+Vpi>Ren^b;fbOb1nS<gbl(\4e>-6`X!E$LT8FYouZ!K]Y?&@aPDe[e_+5t3JX"
+ e[b[n;rS:Vq\)$Gj?2^j+Li:)JP*54_hEBGljk%:2f\NCe?@+(&l[iC7gto0[e^`(!Hd(*;
+ @9thPh.?(NmH'YiQX5C;?TQRpW-;REp0#)pfL>/_qol:4/m_!9hY_k+?#_WBbMPbg?i&2SF
+ nX[ol<etL?]@q%i)tgc_%P;q@"%r&"nAfsrnmtg@(N>D\1e1P!T5"$?q'HDbu7V./`;?[iB
+ 0TfST3Sj$t4#i.7cl3Y]Jaih;&7l>YV`SFKRq[#85#i@K$PB@a8+f=CHY'@QLL<Af>&'h;J
+ 8,?3Ut[i^2.//)gaI@L\T3*W=omk2Ji`@etU+G^TY%)WNFs?FCg/p)M.X]fW&C'"0<#N[uD
+ e'goDF@g5&*b#8C7m,KEKia*R/7CM5]XYRtT#E,hHL,n8-7U]$i=LI:$ek'D@CP9$eA+i,t
+ "uB_36=J?c()\$#Q:Bq>&nA"8ipKEM:/rP,:ZTMOAC`SJ(0P292GdnVjUP1"c;DC>;\/itj
+ ^)>,$06kLI#$Q[#4>1HIV!)MpZ819!tfg6dU/*U;.ct:;FX19-8&mGDJ&/_9L*T05%N^QA`
+ O<"k&YoJKIGu[CZfS@jXtB/gmV`eDeH5"*FMPFfQCgAS*(hpB/VU+IR42DDb^$9k-fKsEjX
+ rqraeQGk^J=/+CN+\IV)&uk:U?*Fp$`Wgue\IBL\(s;4qT5Aa#/<BfY0;k$r)=MeR'=kPcg
+ l%NJm[C'P;rZmcAs%YX*$B'CR]k]W2*%\XgLN!BiMkcU:bAsmA/('T'ol->E*k,@KMGiXT@
+ C'LBscE.sZ95!+IC-Iqu:4QoANQo7&L6_1gVO_L/WKo`?$pJ%`hRREi<e^D#CBg,@%ZG$Hh
+ J4H(l=4]hejMo/#jZ*%Cc`j,Gee*T\nl9)'c;"I^+k?`]^2esCYfS:?@cgf]/M0)CMq(-!q
+ L*/D.WEeCjslN8Q,^6N.SL\CW=Q`jsB*NRROfo&>$dVcI"dEdU1kND-#S4#qUa60l;)ED18
+ \V:<Ml;pMAC-B]FIB,^8C=#OU*hm^h6@<dEuMiGS)P',XiINoP%!jD;9dBD0PeDSKbRpqM`
+ LOG<(>NnqrthWhP4mf*-&aYMRnnnpY_DuQ*l:8Ml8kK+iHLCeZG0)=t%llQ`)92=nnf*QDa
+ $g*P#!mkB\pAXM%oC216mUj2qD4YN,[#f21EBaVb:C$:e$?9u#%DY+D(Cfb\o'M1nE<b-&p
+ jiYBgET3%EDHf0%d`Yedd)Y:nUDg)8DJn3*:]X#E9@4@^B%^pk?6_Q#?Z9`G8,'6+;t1oni
+ nFA%l"N<A+IYfF$C1PNuW2Bhh8^lEn;r8O"MLB0CY#Wo=mBsHX#Vk)KL<knD?(nQJ#rt2FI
+ ]Y#7MN47kO@?3EHD:Dmd=N[lj;T8e"8@#7!'Vs$-,cjmo#9EQf24[[[n)7WY2"Ok2YdY>o^
+ If7YljoZoaENuN306/t.g:bZ&'d04YW7eQ/+FFPLjLK8R?@LY3+LN"a8f3*8u=n>\qFTeeN
+ XuDG,??J261LD=lmhU("DK["5p.0)q#?Z%;..@0nn0REjV@A:XG'$f$pO?sOpMBJW#^5Z`G
+ IYhOHm<h?IWf@REdpi-G?X;QK0HE8GB\<*YD#2*H1EV*pW&)2^bc^;IeOA&pE+qOf7E#?6G
+ jsKn5!eCLP>Loq=RO>q*1)MT&KuFMYOApp1K?Rs%dSTF1'@[TDsRi+.[%_PBfrrH2)lCBj#
+ _!b'+Y[pqN3b7ud$L2?N)nNk[uAc^jkZW__6$`J6-n#H`#;AtaFCGdjo&IqA@-JRsU@L@Am
+ )M$!OG[UmdVqVSf+l@O?^YPT,VG&NfD-/U'+K,-,&HiL+O=0(VqL\m.MD?)AH5Iu.o`d8ed
+ HRD*o:%s:rHB.0sr"%!eJ%,>?c?35SCIcA@#FBa$=aEl'I$T;Y3,]&('91nmrI,%Mhp21m4
+ G<KILL8F,&%cr@aEa,Kntu*Vm.q1CfR2#\$Fe]:Vr_t0c@V]t#3Xe>DpeK,R!nG"I7@@Q,^
+ b%gj8SN-Dl6uUQA5BGnoGf"#KQ!3kOeb7d<olgp]p,3cC!BH4aaI$IfJF#kN)Xrrc"23#Q\
+ 4ch't+JOB1=@#7>@d+jd`OFKGY%`1iB=Zt:dg@RQuraRk3Q+=kKCXk>h69e1+I(p3%E_HpG
+ V2r=#Dli)#gSkj"Jq?7(W4$SUpoNFBrO\;NLBf,Zt6CguR<9i!``E'<HX]K;'qV?n>@^&u$
+ eltS+eRu;DD3k'A`nPRE>qT2_`SU92^0Y`e]0"O-+DMWV(gK6D&W=V<EB*l.6QM<3@@S`d>
+ n8f^c=_4Or<A$GUXEjug3lGg<NF\dFkZeKa(;U2D0FZ^`ohKVhJ[VmrW`[^_r>Z\gjVa@?u
+ T^;TcEha4rY*u6R-T2]PFbomRXsq8S"huiJu-0de8m<mE!%hE$"oVa5-=]I/`#1a4'_UrVh
+ ;-qu$N0YT*ZBYY68h"L:j..gA:9CG*iA:n/sA_U,qM%)Yos3=`sRr':n4;&i.?`6g\E'Xbk
+ fXE6K/3Xg[&Y,#au7aB.7n&J2o6LdRl,$L>1,uMO'4cg?c,fp[(#pr5ACnW6!;KSldb-IP>
+ /BVoo)_Sttr#IJr&<'UEbgS]%1sJs(ff%+(I,R'1;k3)5`C3).G/a(-UDh-iS8R[i;;t(dd
+ '"H%+42_k?9t$81lj4\oUR:#b7qW=9N'Bb3DIuPeNldMP6AQR<0]ED1/?A*=]X)'I:67/<L
+ mi-f%%HR>*rr"k<;?Mr+/)p<"4[(d$->u79N1F^13YqiV\0b[1,>qg6TFSCtc>RZ#3cHmD3
+ VgFZ%9=gsB&$>hrIefll3'IGoG-=.ST%hTZ):H65$;I6ZW1N,_/((.F9Qi7;&BD&u3dVf1P
+ Fp*"D73.<02ig@G-N5-5McZ7PQmF-FC=WU.tjOl^oPiZ%S=]cb9l26Cj&WURnTf*qk@c0eS
+ #t)?B4FiW]B-H5gj&j;QUZkrWRA=QN?D"+/R-$W5j3nK*QKq`2\ZY8PrkYi*>92?SR:d!)R
+ `5*Hs+'9'epAFr%hTTnkh;?mW:*oEq7Q1.hYk73HD[m+nCL#^Z>j,V)924%Ij)o(>afh()Q
+ ,dJRr*GhCU\B1h@#rh1'#C+*#=`n_/K9Z<S$X[Ip(EHg4p!Pn@H!I`:BJVH/A;Os+0,'?5n
+ i$)s:iijNk1;fq%O(2ar>dB^*N_T.Upmm.OcCA+'5#pUTar4g/krlMAh`o_i-(g%PC%J)QS
+ -a$JhKF'D_4k0P+HMn&UYN,HBbjRsZ("agk%nN^b$![(FFI#d%h1'_q!@&+Nhcs@,HQo,)n
+ 5h6tYh>9MTo&h+Lc?%>-kbt152[<RjJWRSL_\a=$+e1<BL`!t?BQX'@aqB>grZFTGKb35h7
+ =A[UI#kd*rRnORD6TFZ6A:Sa"0g)kE4QuWQtmJr]NU5uEZ%.;G6ChHk_RWX1e*k_)WP@F<h
+ XK!`4,+ISEs'AnOXdb^p5[akr0t:qCbAV_'%b8Kof1MVa`([,1'S,NRC!]8Jrg"jJ8&"_9?
+ M]kOB30>]b7Rg(V%5j@]]Y+#ia3<(KSZ+sgd#Q,W#W7S.-$A9=-'db\5%R<:.B@OuR5DE1A
+ r7jmFBes$b9;'WqQ/4UiOPk(hf9%fsik*4DbL'AX=aN"FWoXp[BIW/%"`AlY7U`7W(@7eSh
+ ^L8;6J!7T/&cih,a$e7BdnY9dH1a&Xb^u-:DJ^8)-TNS$"ea?dKM[qM0#o[9Qntau8a23*h
+ #l&N+eWBV)=9X9h#4"tG*#S@Rm6*FZBhjIPZ!rM9'Kn=3?qAn"YkWt.!qAV;]\$EPn#l"8\
+ CiuI\5%,JPbVEeYJAR7T+P<;X.gfWRX22'G8bVa5&KiQ!0X%\^O::V)b9jFCU?Ikte<*6*/
+ V&ZrC5S?g9cSUsomQf,EaUl_S`jMa2aq;@QX+`EK.(qQ<[UhaLWl`Z;IM[8raJ@dI*SYpE#
+ NdT:9`X0n4uem?R'Qf8n=2129Dp:o<!feHn]K<*)[5`IWDDX:qq[C3fi>6tmPC.&W=Q>52Z
+ RrrW9j'<1*5]U#mY>"6+U1UfRdn1>b(e-dJFU%!]>oR9qm<-p;1M5@lj<7b[mG5D+IdgYYe
+ 0HE<_RNY_LYRc+^sV*(*olPL?#/PEDl(mrYVt3@VQF_((&bo!rr?F@5Uf1lmC_#""C,aXB]
+ Sj.Y_7[?<\*3Yn>5iqf?XiSCU&>kac=-'$P6be7>UIWZPQS""5H"=BJ2f'=>l?[@-6B<765
+ _2G\8")N-0hog.K+<8Q9-r99A]k7EF.%Arb:)MK3:H`S!G2cIN#Bg#1Ztc<hONgpN1ujuLV
+ `#9VpTacNelA^&i"1g?Zlos/Hc_)SbL?C[iH0p*1ZUEjeiSA1Zdp3k,0pn[$l32psGC!bQU
+ 6ti#g4GV;]$<b,7B'gn&D%2'=KOuJ?_el&'k'tk5o1s$NJCZ@8MU^@P<,.i@5_e]fdTO$Mk
+ 8e*:mo<X;UGF31]g&E;#//WS_bk"r[l8G1`RroeA4FA^Si(\oef%%N8_iK:UTgg>8Jp1IrH
+ G^Cp=upB#=5kZM6_=PjkSU]pBQ8@3At_1g"JqSm2Vh%?fQ:#]4Z&#S\)W0eO&%0N`p1'dD5
+ N)"lRXe7(Ia"2`P-idX'3ummRF")a:jjS*POnShV#TrkcS.$\S!k7EG9KoFiHcF`>&p]K'R
+ RhHEup]^8faM8?OY>[O"BIWY;Ymbons(R"D3L!]Z?D&#EgGB1D8]=MUXjgi84mlk4f;6\^p
+ 6f4AQ^2ql9hckIJpOH'la3f5]AaJ6D'+;Y%4F1($iRk&pdr)(k#3`\dI:oa+hY#J^inj#AG
+ uX>EdGXpML%*+gAC`Bfds,e,jh8[9oeWm%#3bFB*UgZ8h_F9b"rlnef:[A<7Hj[tV)..>G`
+ R7o2Z-oTp"R6ZHQODqEJ.+,U'fFrIl6Zlcb8q-9>C)e6g;<4`VA:0EfXZ%lMbFTq;/m,HS-
+ K6ftXpaY*V8?07W]okM5gNUYtE%L[kBljo!nmGj+%SlNRmdqB*Jlq]=_h1RH[[K=lTrUL3c
+ 1kM?0a^+>>^bYQ7Vn-]6C%bR[UVGGkGO';4ZhSCjWmSE0mJYkRt@/mG3"#)Y%O9EI_#ltT)
+ "AhS3^q^f']_uc;rXYV"0HfX7?B`3?*2\VnDuTp$2$VEJZ4B(e$Jbgr8I,l[#YY()MDGDhg
+ BCCnl*+FD0OEI/lk89a*DeHq:i?]fWnVJTUp,=SE4ZM)^9Z\hMU7CbY`T*NcMgV7!_G:_+S
+ </TW<X!p$Lm-b&@D'?"Ukt6%oDu*_%9K5aUf$1mE_O6Yh"Z,C((9:%M7e8OKf:S^CJV=%hS
+ OLOXh'e=:ud]*>&A^Yfd2i57*:>$-d'XiS`+Y>7n+^'erafE?_A:-PGrZ(/\\5iACs>3>W8
+ 1q=-fdE*sk5XS";F&^a_r;23RSGj!I"lu?_WOdd61-kpC@$6as6Z#]fiPl:,t&BdQ18-Ur6
+ M&[+e(p3`S%mGqk\Jaqd*DtC9Tit!lVAjO6)UONYn/i4',6!Uu)kf_?lOOs)`>gVQ+=U5(b
+ 24(Vfc^tA+\1B)n7NdT*u^:)%+26p:L+csTb,6q*:\_*;?8#j3npqJ*:[G\E_@\+:3$AcIZ
+ biq0rZ3l-R)FR(NJm%nTo7!gu>U=,SC>,np#nP7"!D0,nbt]P)<T)Or[uq-'DCT;6(nF>:,
+ K@+O+#l"'$_sY:$W]Fu"TVdRbk8^FU#7?B?]Zd[)9.cRI;k*g*]#&7$bO\G7Z52);EaEj[N
+ T"Y5KY/(2BiP5?oOAfG=u/CI`VP$]e=@5/C+)_u+P&b9#jE#u<e0%21#ZRVmDo"T5>0Cq+Y
+ P<)FWnfKXm1f>PQ'+Z:N'e0dCjjP2<iF3d@SM"t40(WX4LM7a4HRL[-1XgP,PBoW*cM9`!/
+ JCW.ZUm"%f.$3U0p+lPJMcI%,r3qb2KPVYo5>L&F!1(&4&`UMKJji:n/l_*34$XbP+)b6P;
+ Q(p0u4.i1LiJ0V`kci<)]n=dka'A]0?u#5=:)F@J1eL`B7(U4L7Zs1Jp/2db551Cs"Uue)N
+ U_j[&$i1C)5b;tiW.01,h@*hmX>&ZJ#OLI;fr4OXrqPF".G?4-f=\`6CMe6>6R>mFmP2\>F
+ AoJ8tdDasn$6_UtZF9P&h7haBF5n[q+iR^0o:IZ%^7J)oH1[.AC\OSKO8lVZDlE*QuHUK[q
+ 3:od*'&+lfAsB(B7?j33<$P)9YsqZq7[0lHPhSpKrX2%S9(Y8APK?HQd7=t*2(fl*@=EZiO
+ \D#B9[s8E'IQKehbb+%6PSN![-'rDlU1=3;H36\ZqV+2dSCJQ1pkS*PrhfOm82#Z6F@P-Pt
+ NO@\/9e1;:Q[WeL*VI?Sq;X,4h1c@3ccmdngcD;jDK(_qe9Ca&I1U=B1,"+NR^9=&Kau<O2
+ p.PRShd9QM?P%J7\BQ)du/Xspc-d$95cQ+L8JBir3c$/pA2ougJQb?8rW<YPp4;7)Npb&l0
+ T>8=8A[Hh$fb?L7H?WHh2<Pr'M[pSgS<KurPe@-mWSP.IeD.3nqAYM#Hk@,1l0"(,sP\XWl
+ 04PRf?e*8*p&eGTc"$Fq0U8,'<@q7&\>jT11fbi-Q<Qp].+i]!Al`OW[PqS03F%jRA+_'W<
+ _62rLC'nAlN9XgQA]3J3G&`>AsSctOLo,U4(f<pC/rSj;[l-<&S0*b(km6Dp5a"??#/GXBd
+ k!.2OeO6cKsKCUGefXp=j*.Ve:/Z<OR<Yd<RUu@:aW"DcX\mJsgFm"(Kj/E*!82(8#>"fkp
+ G*>o)O0QK_FJBG9T4CUX+YG)\f]ro<_TE0iM)N_<Kj]l=i!FB7@BQ?dJ97pU=;CD;L8Cp@Z
+ ?.s;^X?C*A/p<.NdDg)YKF8&%=f10g=j(_Vq37f/pXP+1:f5c'eGunJ$f4]rKF*\Xsj>V5u
+ iO*lrYA-!29,/aUQW%;c9(jbpq_n%h=-n<@BmJ"CH<8^HNQMXMq-8-GHFL/'[bH.06ZhmeH
+ de+"CP3&2KH$dsI$`*.Q^GrtddT1QICL)EN/@udL)ZK>Jlh,ZfIM'QJTTMS>uhCsp?L'Lg8
+ C]3J@EjXOKX3JKn6a4KhH]Bp`kBWjb=T9GF.c<GVrm;Y?e4C0I@Zj=:KqnI05j4G1]lPR#8
+ 40>Cq*0L%o5$G\MdgH[g.JK>G)R"%.`dYD<SJLfbCJfXm'b1BD`aN*)EufOogQnV5ZgK:&J
+ S!I>aU]JK>fL\U$/R(&"KmuIj'N-LVKR$iE4ItIH2MAXrG1+F$T`GYiAN`d0V.hdrqo9't8
+ Y+b/G^ml4nqi$ptO8(;`eWkVD2hr"rE\B#"\ET-d(uk?5P$(kOMO=>cq3&S%Q8nW)Qmn5ED
+ j.^8PPGN;Y*?SYmuBD(Qs!,g)-)s4O-p=f*D3;s3Lc3-CQfRrQMA^d2n+$7Gmr(a&0[hh\?
+ 2-D;4Is_R+[[nRED$)WZO6lQ<BiD3MD%MVhqq0GWBu-=[Mf'0T,[!S2lFuC&+9Ec(GsVP/4
+ jR@I]mkeXbCJQIu.t(DWD3.5]u%&R"drqCA1to:Pj_UKTR8Pf'0i0;0:!RQ;=X3NJ@re!(]
+ E'?]qdZrSuNqkDePL4SIsJ3Qb)4qSp.URHD)Lsd1Bg`F$kSU-'WH:=.1iKkGDRb;n&R9u([
+ A#^G"gS*U:+??=a8fV7b$[R0#R_":UN)uI%XBF5PH53Cpfp=[jFS2(BJa6l72l9d=W[D$li
+ 8+Q^Y-t%J'4B:igAA(p.\VFRXEo`!)[iaYbH1HEWE@Q0EglY:LSak1Z<F'86.ud`0s:r>*<
+ A\@gAeM65(,_,OT:lTgBXZ\'9cTkUtOq-'LeimE3*P2Y$3?\C%r]6ecNH=Ob)!sJHrP$J%,
+ `0'[cfbJ[N#"9shLR[2?rh2smkqFg\Z[<WRdm38q"ZCV(O!\tR1RTHCX7A0&L.',uS:S'#`
+ e3ZDMZ\@^A'3siUSMm3&=[97REpUh9gB;td9[X7_!TtCcK'>*JJ*atcZ>Kst=%Vu.kSt"EC
+ fe9l4gTZ$kN16<=)kX67D%hSZ;d6H?>I2)$&/r?e!*fSQ_=ATI]>5Ic`C<l?$WY$5?c!dmW
+ -fnJ>Ua;J/Yr7_,%3YSW*?]84ieU(T&K)Ii'kS?+<$oY!5\RTJbR-2T?7@+&$(9$*#m&U+2
+ .S``gP_uHuZ_5k9==_)`;WUr.W&dc>Q#"%=g+QkA2)Fi[ETWc<TL<+Q@58X3/&:b<+acgq0
+ tA0?aI*i@A!84O(r0d!Pl0$m6G4X7d,jU!B2RdRA0b2,hg@*Rc"1cWW]^Ro>9X(!l^?6m2=
+ E+j%J^&_.m356:Zm^f/067m<thZXE7MI;@EQ?j]oT$))^grA2n"pVJtNfN`:C4MQ"&0H=@o
+ eQiX;M-_6lCXK('*T;AZh/D$'Y"fi_+2)m.h0IbGJ'U5g[/G^-h2/k6GC3\]ftEa&-70_*a
+ oX`#G/<YfJZ[ZIn)"8n*7'o)rOptAIGc,mdp9r+]XOS_5CU;lL;:E$4k8B&+5MO`eUUO9i3
+ 330jAc5b%%o?45!.fC:)bibhn?Y_S\a5HZ."&bgmkq6)B66YM1=KpiSGg8IVOEWi!p[-egr
+ d#@3Q(c5Nj/?6c"m65"Fhms5714jZD;Vfqm$O'ejr=-se(ZhIok3\-nrAis)Y,_0?W"L$Tk
+ t6D8K@U#YA99AeTijS^n!I6$6Ac-+RmgKZc(T'P[W<$#H0"5^J0_=ATi^$K).n3`!H4,N>g
+ cfj6;m9P:d?<>Ie>K6W"0R,n*__pl=X7HNI^VCTQKhr_]mKS.GoNt'H_(A^f&b,g!nU?b]S
+ sf-(CUIJSO>9ru)Vul,0D?JeWh+?)m7&+IC_As(pg8b6T`uDYapEWF)a@3e+.M?J"ms$(e%
+ ]DB(hk$)611?5o09TR62D+b:`COa!5CR"JZ9(X#TmL6bb'ajT@u.fihJ`$)aEH[T+UU#=n/
+ +iqL/sc]$hRL!7lBXhsa`)*XmN55N,G[>W*`9M*n#"(p$Ia)2q&En^u?;3?OASA<I6UN_^s
+ c9'&t(9YOX`QV;"T3OHqK24VqS;q^72G<qitVTsfb;5dIp;JC6QANlY^VUXlG8sNG^=/@lQ
+ jL@X-_-sTNm$:j5T$_8[>4%X1FhZgS\QnQh>IE>XH+dPQQeV35!J/'pn<dH=*ta@K@e#i@G
+ !@.4a^jt.@d=K79O>/K=j5PVHJ6_ZZoU?.QV,!>C5KOHG->:KeSL^Z9t&Af[FGrBmB,OJHb
+ \NYG`BE")1T`hEVSW"")jaWkOa(k5'oTNos7KlPRd'o_;Fd,]Ug2uO3Qq]HMmd"=1d/Sq0Z
+ ^kK><JH<<1Tbhr!JnXZt/>R!>"[>:ThB0N8hm6*PGQ#XU50-ON2EZnDhT0[r#k6a6/'I@nR
+ O>0fU<lT3M%O]56-2=50f(WJ&MDV[deUM/Vr&_(j[\Sb'.+36(!L?cj?H'3<ANn`M>5&tH'
+ -d"2dV^P0#PcH?-o$jco9.D+_5D:HR]EH"]'[JR00H-0l%)C!_I@i4kk;lAE[-p+Q1Xu._:
+ UB]n5Ys9P#=9QR;=8kNm+iBi1[RS38&^U5-Q#<pZu"O<N[/gCa0Ghr:e7u-Sm\*:Pa=#GEq
+ NL6<OGP.<`TrX@p2oU[:Gi,^mrq39m,iPrZ*:Mqa/rD2329N2H?)U=giIFBNd<ZVM#lO*>r
+ ZjFEJaE7?("lE(3gG`uDL0mE\O+Pm'BJe8cFOF.P6XCKt24[;UEK\&J)i?an;[IO:tCi!n;
+ *21:,$k-28sT4`GqC19/g-]2BC[P*SL37^$KA#i1X;d2(r7rMV=NPBIE/Ubf_;`@-&F^:.G
+ AKs`W\]T/'GReqIB:&mMTP+*:IA1C9+m:rhk,>B[i>QiiVq6\Y3&TaM[]ccJ3nCdCCV'5SY
+ Z^'r^ikQGk!tP2R4d*U;OLHn9BD;U?b/35?=tEeftML4k^#/e^Ml4e"i,))2[dPI8$MCn)W
+ J71K^q0b-3+sYa:*J;B+Di)F1h63cu_De8()Lh\L;6a)_n\Lm5ENePN:+th:c`aDf;"e/hU
+ k,8>V0_GNW4,&&NS*-]d6^4u\bf+]#=3C^U4b-)c.(Tup":>rT7\HbT6hn9dG:a7:c+l(2p
+ <IoanID&2!]DYC\kjgaF(:Na9nS&C%^S0rBpH#NrL^c.Y^?k`fqO;s^M@-e.g]@)"e7EQrc
+ WYU+Eq&KQWo"hgr#@R0GKFikM68TGq"t8>VDR&mrpY+>lMstTQ`VR2ik5F&7SptS(rkJ1(!
+ b(^,L_)$X`$g6Lg*#ts@!HGjB-@E;F4Q3.Uf.Ms8JP^A=,RZ&/Od1ZkQg>N+5o?/_O+70@:
+ QKq&A@lg8*K@a]Ph]QJ5VBcgAiES7?8#n4\'bk*b4.\*PoAt+-rB1,W$-8j(("JnbPEZe6S
+ 4M7S-03.4&N3QU0mVIE"b&-QdH&71d114#OnB@r!WF%dH$QnO,<+A9O$^`]hR*s"("JZtRA
+ L5(\@,)*ik2Qk;J;%j@/g,fI`k'..9a\X>6a\C*GoH>,^V5oI\dBmqh'D'JdNV<(?lQ"MFE
+ b4p<8V_koS'&Ib+H.I<d5TUk1BELpG%ksGsi=R4oB2?)65A0WgTG.Qj$`7o#iDg,AZW["HK
+ dAY=1c(C/^)KQS1cC+gYamSUNDZ-)4)"8p+$o6+NZc=DVkkc4a7V?AU%UT^]`P&F`gKadBh
+ `<I%hmu>FjOlK2'Xk&To);sXpM]ZTs[C&Jm<-?o#XC8h&iWH7]9<GLG"-ClO@6,CH2/f4_j
+ U'$K)>=NF@H6lSW=W'rJB>]%C+Q(ss>1p4Q#kkr!7a6'RJRU/;2/2s?[MWDtXWeLI2"CaFk
+ :Q6@VUC9Rkr^f^Z&G0*XFW]GiIKWV[pbuqY=B5I3B%-&=Gf.,lXfbJa#ZoYn<8\INg<Ipn\
+ -J;L:B4A!NZ6&EfF,"W\j.;g+\.sH?NWBCtL\Uij[XR=C]:!_XFjFPgKRZH7[:q.n#.2dP;
+ 8W`q\>h#8YKCNqgBl&?mA9!Yf;@9>iVXdK8G*IcJ9;(#.Q7Fe#I8O\r@jA>)?B.VYZF0m?p
+ "aHE&Iqg6]?=%S#orbFIp*%!q"".<;c(Aj1HjZnl4AqH8+aO_q9Zn&&@rHa/F.a"0=B]EPN
+ DVAQt##mblug''4Wtoc#+p"Co)iO)akXa9D?KNhPWgE]&!V154C>]=T"9^#6<<p8&7^auMg
+ C&^&d:/*3;3QLa`QbSbUYjo!)cF!bPDH)EH1XO3L.G&>MBZT2XqkF?UjGL"n)3p40GT/5&H
+ cl)jLBC-"uF=r3mg*]:$TuT_p%PA^ZHj'tp\cO"&^W'Gi)I*lT=@[n\'c@6RC->.fFZ)DuD
+ 3H4&qld&65"U1t:;#ZB=flK5;_5Lu9k->3Y4_M"fGaKllhuOBFsb8^HRE<>XYMsAaHk?Q7q
+ lg'WO6HMN>eR^-#2gKBkUQ)_HAN!=0'#um;5AF"d<P9]pH?S7df*%^Nj`<l+As`oA9Ar?O)
+ ,H(BleOb*uUdE'=TEGViP4j!\m6Z*V>+mbHe:g4eiB)n?hmk!lQ7FI#)_a*5iOh].E4E\9Z
+ !q)9V]*0YXQi8bWgOI-l8Qr&a(i''Zg#Nm)iSTDMif4+OT$3mPcF?Uqeok+o+etSjH?8&F$
+ K'D<,Mj*_7Vq$&g<pH5_X`^5GeiN=n)Jq/eLN(B=KXet^rM,_bJVZ71mr.V7a16CON&Yc`7
+ ,b8?LNHkudI;nK[/<jBlV"tjNW2j,4b'X-^D5dVB92S38&om.+Kl!69FIQd4EbVig&1#I!h
+ s47N>.T44ZB;3*iIO2d=OCaQ[&3EpS2s3Ogo6t[+r>Tqfm_/jSeh<p`<AmHiJljIOE/c6S'
+ bgOI@<18"]D18'^h%L_.O=cl\(%ec!7npO;ko/qSIg%_lN1IlD`ChTPS==C&G6cPC]\'cMr
+ ?a0'kMp\;MdjF=B'rr;Th\O]p,!"XX27Kk=+5+Da@;j[^?BnnM65_KEYPR5(^5)+#r^FTf.
+ >M6"I^cG-)24LI+d;ajGDMMHn5NENnr"VI"(.!$W_1WS]W(-r',66(_"l'8FPT<"^Z[hgH"
+ upZX>REeC,/Q/][\,5W&8hP??&$9,5<HPDgaTIK=?X#&5D.ak.QOCON^8m__0dq&N%i-p0u
+ GeW#&#Of5VIcR3rk2F_g#WXN&\Z73kg\/L!XVP6p8HK5/ZsR#Ddd5j<fW"6:->R5i_LEHk.
+ 6MpG-7k-K>K')BM6;1;af!`3`4U4AA5^9p7C7!;IFb?r9:]3(5Ya76EXtlrAbUZ:"Ok`Iq@
+ 4P(3aUG))k[7DpQA4=NKO7'LJX3`H[*Ji8<ks$9%K7-nI&jCQ>!Ak#^I#)Fc0(dEY/.`&W#
+ `@OtXe83.K<C,OZKcjr^W-sH^=iW@?a$b$D^f-!WG"'VA_K8.6jB]]'?SY#=5AT#lK;Od(>
+ 6c=c7'("A'PGK4B1Ok1a>mT25V`@R)MCp_J:L8s,`'Iq;o[mV78+`Ce5_.td77/saTR^I&^
+ pjoBEof,a[BE)S<^sMHGZEC8&FX]F/?ar)9;B"3g>6;7%MHLT#aTt_\cg6fEd)]5(go^KW&
+ >#Unu.sMFbC;b(OZRg`?I%d0>f_aW.D)e?-mPN'^Jj7uX[mKX&R^QGc1Xb<ttpP^Q-&EJ<q
+ -`]TkbjIf/1]$$n]]"h\Ti!P)b4G.;TKU?(<A;SHF_TX:Cb'_.K`)XcQ+,*g0LYJHDm)dJI
+ b07+T#@Moagm#u-Yt'1f42cJ6<%B_'[QG\_4_[j(<4benf$.aWbJ`$_kZrf(%"dt4"/lP0T
+ O.\D9*QBmb#H8P*9#0WM+gmIaNVXpfLH-ZEQl)Yc@kE,OU6au,#%(`b7r;pAC3u%[3iO;8Y
+ ]Gn.j@WFfZuD+:H[<+<:l'8B`b46"R%XmYU0Ja6cqZ%c34'io_hMn_p0P-:+YI&'WFi+l%$
+ iL"u'm!G^E2V#1.Jtd"&ue$h;N\cHrr(cIA1Wdr/"R@'*)s#$?$]<7T<*oMII<d6/,W^fl?
+ b%tfBo!uM])BN<C?)UI4Yc2AVXr>j5nj3Bc*4#eJhG\G<d#gtRTdR>F>5WqkZ$IX%_a^ha)
+ gpEVgR)6M(a4P5UKa(C#'[lXg;[!n7'4qF+/qC`&"+VhOcpNK-#Kfb":&R$"I2l+l*7M:o;
+ <7dVe>GuG+%i&_KYV:,/L=@B6I[jt50tbgm3g8ncVfG&;N3/!9OLX!&I-U,La=\&%560N:"
+ 8i2YLL5cQq%6d,(eH2"1T%u?rYU/<n!<neV.()NB1(9442RYe',YWo`<P:@K>Ue"upQ,Pt]
+ [j@b*DHaS9Y.OF1#=B%1oMe;[!sSS>#rmnG>a*N3sE*DKN;:0.$`f)/3rBIeTm=b?D["L'_
+ 6i&lXR/:ut_!Vf"bTFV0U=b(Uif=58@c$e,j=]b9FfBlbjXZTV&K%&7UdJSuUOBI=40NLVt
+ fS,-u5ZrjRGLgn+fYl+eMt50RLs7/Hd_WDgd'AFG?%gIcffbO%7?uP+QJ#!!fk$ORFdUjYR
+ G#!9=iHi_c(!D:T%W4tg"i=Soq>OmSHj"q"2I9VfI[3H3a-*m>&C1kQ)NE5W*6U.g:aN?`N
+ @kEY1gBK>'7%NeZi=)YhM%?gHDjs7CClM[bF>6!o:(bNOW2X]%a'ngRZ"3[Coe`YQEq$>Q?
+ fhrP;_J_;$obgdT(b<Q!Tt`8"qA"5UduLb;r'b1r9*gni5"Lb@K=c@_t=>lDuS"ju,p.Kel
+ uJlk8@3$ADA8-,ANK]!Su:f;iM7YQ?sKV2c0`SFhEh:Lb:=2j+S"l\;9J(9O/?9MM!<Ir]6
+ 4kMVU<TWG\i)-%>M-dUUhS[kH2*k?XmaQXn^I=1"XXdGcOIKp#7iLHh3*dIG"GDS=hf\^$I
+ JD]rq;8UU?cDm!c26DKrnli;hqe?`84d0C!am&Ni'mh,<Wc`A"Q4/$i-#BV<WZZr@,S0qi2
+ -q@[LHWa%H-peJ65Bt((fFG&Rd""iAMD//f!>7(1C5ZiJ&0-OC8,s8n"S9@BLR.ef<Z2*+A
+ >F?,e!q[NOQV+lYC'@R_QtjsAj?-Je);iapp$r[H\>.UGj0@`:@a?%H"X>hCoe;s]KoojA"
+ >A_t]gj$kl8-nU/ZD?<(/=NtL8oWd9W8QMVs]r_eSI3P^_,6_Ig?hOM.#!h5r60'piA4?LU
+ IRW1T#\8*JA:=hmk"4M18mq'[i$K<"G"q&K:>qd?AEFJ4mN(9c;<9\Xi[uM95#gWU-t7?Jj
+ b?jr[TVUljC6Cbimm1#h)f*=k?a-R^d'9$OD3?j2.eaVk!L/E3-tn]2ho=bAp-2pSiYoGC=
+ 93oe>OgVHH_+/EsI^ljA&)*#'&fAEp!p%jG%d>7WmdP9Ot;MkB;&\#'o;/HK>W`jOR8k-@P
+ (.<omA3kOr!@(0>/qiao9FBLR=1^4k[o/nNhrAaKHW"T^kR9gEl4kf/SFda&*ZDe=_`Ar\l
+ c(-(P*C0q\CY_p'pfO6j^c%;dHB-q]aNg]&gRUf09A<*2E`^XU$954*E@+KX:`d;G9U?*.g
+ l:-5;:4VG4VW\59kT3jcQ@n:rKP4t&<M#!0G)0IRY3#X:^6fB5fOK["GZ*[`lUJ8I;O@TCC
+ Bm=ik'iD%L1t?B$L'H1:ut;6E&!(qDlhl3d1?K>2O`tZR;=LFCdn0ahKE^ASSAALl0cUW2P
+ KK7algsFkLRlBG,B#'<GIiGjd)o`(51eXdc/!Cm6ps;N?7BhKSCcr#)hj10"()Dg?l1<K,A
+ &%p:+u%\a-EUkp;<iQ&]Xt^=`APSWG`68^4@+0nm\bCehlcQK[b6Rd=qXlt/h*L7dgm&8EQ
+ \m&ohm(<pSpo'GN1i\o.uL4\]np?ac=eS`mcY1;Y-M9mA:+%G#Rf)>'s&Z""7l]2&3L:V73
+ n(?F_mOZcC-'/^03sK6Y/G?B)YQj%t"CHWd"qM,]f*gq0%dor"DPlc:G7ibNmdB6OL(;CF(
+ DZBK(%3Ldj[RMbQHncV)Xh:cmrkdNL5,!Dj_q#QD/QRS3+E0&G,0Tdnjatr;:;BcG]3m8l^
+ %\DQFh)uQK^PnE*hT;9"3:gjb%MZ#2]mZcOP"<1@l;<o-Wbls#'<Vm-uG^EA&#G2T]rO'le
+ +fEJF&G*qXHLVXISNn]n0)h]6X$0'`*ln$H#F!*+c(I,jB9oS6!0OfJUY#6I+<nqR6dNriF
+ t]B6IMCXCI^I^^q;F0JaQ8l%9b2_oMW<qU):Fb_km[lAN-a)dkWjJP(^f/hkl4S-l_Fp@X2
+ rSMV8@e&%DfFK%lT0qW<+OCZc#!d-LT5""sC7(A>j)7SFa),qE!-IA]DA<TN];+]=:+3F2K
+ Ba-CG?+BMFn^):ooCtSQP"G=m<-G9kC6e/^KtI.?Ymb"oC%5"[peQndWdY/p.&Wd<n-[;_f
+ SFY!2*!i-t4(7CO!=Hpq]6XY^H/rNoPn4FN9L8f.$Fui,n^5k.E2J5]<Etk6HfjLYrY=7sF
+ ]G=8B%hq58L^Nl1Up2s5*>H3On(f:h_IIrj3Zp'r6j-I;;odI\J2F=pkoCrCL=Ck6\ILP3o
+ sc`R',Y)qRDLCeZSpMK^*ZM>S[mIucj=)d`4nF0*)0Sinf+lKR99*Toeq5:n$\%R(-Sb8>a
+ q=gKPO*l/c%f.Q$r(!N#-`$$?V>).0pc#,E:0hG_WSWAdK.4/'pW`X!cB)EuT1?0b(UJHYO
+ nSf(AuE+[rrkQa@?iVLLXIi,BMaFb^4!K(rPuYHB:XDSEI8R+r#`fG8&P<Q)>mQcp_T`IpO
+ W6l@rrN?qM0e$QY'>aWl6qtpHQuQfBrRq_>T1>!eAYr+0pADOF'3SE$(8??NY0c??nn>.JR
+ QH1BRf5nbp5YJ%tpW\))Vs`I7f;0L7-9'G:WSKL+PSW$F*M%Z!J];#$PM.)?(_fMS$kC,mA
+ s87Sqc"Hl2"PY'n#`1mZB/sa]C;]2CIKFO6m-M*YdmX7-h:De/1)H)J`U/G[S5]Tk[9rHI?
+ 'fqU\U;I5bX#5dbG.Ct^K@8;.*K%sOZW_1R0S3GaD7A9&(H[o4L_3;9ml-0Tp@ob+1)qqp_
+ uC1$`+!^g]Oj)CO2tjP=ZiQ_/XO[nF'60<G<MSFBQRE@-C7H)e7s,0]k4`ZYLmZ7><Sk8D7
+ A;<G?_cCpNk//]h$>4\K,eEj)R-WSnB^:8E]VL*=e]7WRN2rgDumCCUr?kG^I.h#EuMe?8d
+ 3QY>;@XmIZS@5;pj2lh(('IilG?oU&sS0DknP5Xsc>ha%fI'ZZ#@=eGm1-4D%(684o]$H!F
+ N2%.<@bW-3Od0r)K_I-%^'-L.7<><E76sUPHnSDVOTdVa7)TN+_D]Ku,[![bP#eDROUs^fN
+ ,Ge9pP*r2qA=T*bl3`!3b#57+/#a/uPbY79]Xohsb6kp;//&rQZqTdbcsa)8N86D:X5r?Tc
+ AUnL=.2Y<r-q"Rm/9/q'Fb43d$-*k6dZTB'h-N7D&l-p'TFBb'.1iLiL9DVRcRJ4gQLm6eI
+ /DK<0&V)nPo0+hY's7>Lra;[=r/j<cs>L!ETg5dX.TcSUEsFB0kVn6kL\5@bDM[Q"*s_/7W
+ >4Q@rg`g/`TFCWA?OG_O3nr.T$_E^Z14gfH%n-s[I&djWA*Co;L#GDrqTbK@3.HE-Q_oeG?
+ f>h+>Jo7H@\:",R03j43>QuQ4&DB4Ml(lfo!ig?l#MrPZ"23$X`LrNmC[)PMn;pKMIP>i8<
+ ;j>fmD,HYLY8(=;<OnrAS(="Nr;pVdamOU"\F,%%MhS^DAD+CtOeq;GDNbN5[Z72!C2nC(X
+ 4o\[\Spf"p:Pu^f-HQagerRNZg?,JiHH\*cJ<b=QaZ"'9=N^"]AHO^om\Q\*rS%#fJ`rGJq
+ UstA";_BLW/eRD]Qmh*02Dfnslm8bOZ->b^,ma*AZVqfe-(Jj`M>AQt=s3<:]0sY?dZ!h2b
+ uH5XL<VD0%k`+E&;+\/qDZRX]tKl/!bZW9TsMO_X1thj\FtqX),%CmuNKZ$Qc=c0a=K=1u$
+ j>DL.l?N2Y@]6tL`!PV9Q-f)Ss+,PdhP\+(RHlmdgp&4o_n,34D"9F$L%K\mo1+UBNmW6`,
+ OtpZ<kaa4R<)0:t3eh&.@)Fm8:<j<@5f>BHoEKL_e6rg,N="Gm.<n[gB/NdrntCEUCJR)54
+ W&!s?E;b*nE'$i\9uudqeM!`NOQ)]bhWp?lA86o]tUl'qqM<O/e/<(Kslr4+V\(;;/S!TfY
+ &*]"C[6c&3R2,)!BpGRXrkgdQ2'sW8O_WK$(']6'YRX*L%Rf+j=MX(rkTkE;(G^@DbEf=!?
+ W]M1n_X(s(32%3^su7e#6u8Q$Q>+l&K@9qi`CaG0I/>XalKDBm)DdbZ'F9pJ/=-q_qD'arr
+ g)Io4#b?8[6ji"]r;XRjafm#ZK!)#CNSmjt:7g%e!&TmQcAk*^)lXRl\5CsS`%U"2!`.6)P
+ ?lV]G$+W!lm,+=3L2m\/'d=f3l&bHk(f&\N%-N;,P0Zkdab_r>U$S;A9r:`T(>BEF,c,Bi6
+ ;u6/[4:0WI>UbtJjhpW-:TE1*FmB1d98+jkf"F7<,R^ndpOjL9Z;uDJs&T[OYPulDiQZW3M
+ "9a*FmUIFs:%)%[oMu#LNDk^pm4"WQ-tJ"[AqaQD)T<eN)n]bFOnN(s*,U%;2M7HBN#j<Ca
+ 5?Wl4k:8PW-d8P)25!r/G:U%V<N=[O]-;2TnN;[h(95)85YY#WcY='Fuslc"-hiXfd`8k!+
+ O/LQ,aV?orM>@HQeY)_#S4:5N04"JaB(=k[Dfij5Dl4',Yod4c`er`lYF\SGb4W[0f9\:i%
+ pU)F_XO"Je5G&Bk[S=ae>?:&&kUd(*Ek6t/=6(6[9p)qe%cU_tNH+ATaYLcrSHSQ5?n!,DN
+ DuY;.JjE,l",US1qhMi)"]FN..Fc>/11f+V.HaQl+In9btZqQHeNV8^.UrD<;THRaLtT]=7
+ 4Y]lX;0_h-Ifq$JSdD%9[PuB=G-4.LIo53\MNd_H9S@@9bC<hpB@`6dFn(gB/BG("\%\,4)
+ >!\MPr2GoItVFcT3MTSC8M*hY3=?H^lGEP=HQf>>j)\K-(YIA=kXDYqaa=-;t,q7j05s4[q
+ bgb:"N_!e$$en]Ou;lCTJ@i/ohgg?E>#%>_YO"t<GC*P$r*kG=:1ZB8+@:iBb`41s<dgHlp
+ YuGreA&s#ZA/60i#i*GR%if7VFZFI(4NJEm'Am&KO_U0XdS$1`BiWi:13ESQeV=3,4K3oi#
+ $5a0(`A3>Qomm`ER3@B<bgGrX7_1d+)1'jMrD(4[Dj<"Z*QFQ"-8u?egA\n0,1GfgAWsd\f
+ L7t%FGUoZh,ltd.aG+e9!LA/Ik(<>A`S(/+9;)9Ua(ElR(/`T;M*1l-n(Y:h=CjK+k1h(B[
+ tpCn9t,pW!$d>ODG!dF^S`0([[TYC\eT6,E6g#s0$R@)kB*Sg2)R:KuG")^.'rG)"K+4Du3
+ V>^FmSrup-#3dGEG/%@T*,2@829Q"]).'ecob'UG#DX80C=>5pW"-\W6hL3`H#=7QG(e9QO
+ cbN#b8DnnK@qP&/_Qb0ll;"Zooj%'9!q=)H]aWP50PW$@B,or99<i!?XiKf.,/.<F)KKYR\
+ 9ij>PJ,;.o%hX92!&0%Fd&9K^#.*Ca;(EO(iq[>\`*HVM=Fn*`Yd+t:4eS@)dO]2E%K](pb
+ /#Z]HWR*fH[UY#7nGVW&b?q)<4Ff^`6k!ZM%("f_pNfj3JZ\G.`UbG5&Nl)'bBA?<6f;IkJ
+ 0O#JAetpS[oSmI0c@^&jEb15A^"=2(HpI:',Lrl,]j_k_SR?B`&$pIt0;8#L.H73":"TKN0
+ W'OmaL/H3bh$Ne[iqVPfKs0lV-*M!i:XFBPni9eU)pQ,Z-%t9<FJs5Wjaq'A9muHOhWaIKG
+ b5mD*TjepX-N5\V")p7&YWS6Q#T<`dqp7n3%kRWs`4Bm0l4@(r:8IMN?9a!+)hHTCj$4Rbi
+ Z@#%-*Qn>&:FKHJ=H">a3Cp;DubVh"KHA"!3YD2baAJWXT<:cjsBT\DYX>ePihG%0-L62iP
+ ,TD_$i$:$uj:-Ja2d`Qks2;"L#QLY*ANSi<9eQ"`Bq'biJ^Vn@NVkiWIUEY?).-3"Y&3*&)
+ ^F0RjY;AH.\8p8^U9N?7gc./0j[!9BO&WC#_9(u6kd$I=hB!mK.bU&m[P((b0k&PWu0;&(f
+ b:SDsE+Gg6Jh%gRT"Yes-D0F1nm/7El%k:iqDakU]rtT#n*sR6!@6b\b&J4Jt&C>t6B9*#6
+ h$E/J#pb94Of\<&keGK;Hk<*^OJoVUppUhu!`673N3jG<W]2_e*HBaQZ/$G\/<$:A(#c>;O
+ P(]E:DT&Q33P=>crdmlGn2T:4X%Z`Jb'ob+r<P\*NFtsah&_4JKb^Q)0(iXN\_Qo>6qC^)G
+ 6[;&L/4_HP1pG'$%a+U6u%bob3#&h59o\"PO&G8f<EPIkhT_Z>CrZE<BY+eKBkg+gE)OJJM
+ .;(,4Jb9;)iM;#K_t(N<^t`E&?1K-ql^$Ld4'E[)auYq#=P.akjX19Db+^uM[6Z`t?m;E2%
+ g+F8#R)Y-9CdRbC?0M<"lk#'#'nlZ>U>V3ag(4iFe18QYq!AH;4fcaQCEe>F8k:lGr.$3=.
+ DoF.;rhWKp.BMr;J?I6T"u0Q)0RtDtd^q#M]ehN21ikl3ngQEcR3N0E)@Df^kpJ&8:F$S+)
+ _dlOZ:cf)]d4$),soEfC_\THM$pQ&1GakIZ]-s1NXVjP0_:\\Eu+[.CH=3E1(eQuo-V'tlj
+ ]YO*#"Dg!>LU$9/KSb1m>m@ZUZQ%/M']kST@nJZWp#,?sD(1mLn7%o%pF2E?t'3,r4d"ZL8
+ Ir-?(0b'Td)lZjf:m&O@j^)_c=nZOoLp'fjbi1"2sInbX+5cNVW]cG9dTZk1b2qus*I4EO.
+ We4Vog;'H\#lr-kOElqS3DZDTR!-"8oU.[)Emg:lB/lQm4&0F.-><jIh"!KNB&_00HO\%Bp
+ 8S<,X+fZOP?5h<68ouF8EfEDgRmQW16Skng7VEIO[m7;5(W"$1e5&d19hdHC4OdFMFB\^M2
+ $gPG)MQ'e<,<k%B\\`Z57`LWEp!e9qZ7I^9pC;`!+P9qf(r@6;0<aR[2`XQL`aF*5STtkZP
+ -7/+]B!?9!X4Eo;>5ZP;4k86V@tj@;['C`CW>'(;[%G'\?@X>ui_e9sL0=B7iY6@6Nt67W3
+ KGomK$2pIA3Zmh>FSFTRDb#=&mD0#3bg!N*Df.8fc7>'6fJU_FWK$W>KM(DXDX28)<)T2W,
+ %6BB5f'JWQe8@q7?)F<."e<V)JjrY6t(j0Cj'\-Nt>ulpo7C@*qFCPUlGoF)<^K#hCdc";J
+ 1JdXl/2M]W;*YSaIN*F3@Wj20[Oa:dm#SQ^@s'Y=[Cog$)':`Ui,bkH;"#ikZ5npe;.1dhi
+ Q5FAmq+HEAol"";q2c9qaM/;jL,.c[Kcf@$V)^W,fe"sW0:?Go3!OX'EKWc<\J1\TkZK]0q
+ lhf5`-@8[qdl^>I:A>of6P?aYEJ596JWTWL+#eD,K^J#9ch[[UEd6ASq,32&'1ob*>,dWD7
+ V_^GP=cPk*q%KkQZk=K2ZdQ5OC:$!C\m!b!\uTlbiDVfF^BEciE:.VigD0jBsU>Sb(8(;j[
+ "FTlieAG+A5T[jtoLK[!8_dXX(<o\>riH@%XDNrspe6Qu.F`1/@/QVa^(B4(E%2/@H8!aNq
+ p(q/GQMFoN'7l/^e;nX:TmAYo0Jt'F+gZ5J[<#EWCR.,)QGF>\6$)<cCj&NPG0E%!%n"mKK
+ Rp[Vf4B+Ah*gsQg6ZY$2KO(AkuY4RLGX!Q-/3B<s)>E/-#\s'oS"UmR8GW8H?^<Y\/c;-F&
+ `3pB\4\Z3%]2/^O*@CA/@C-d;<F%74EB-'JW6ab2+4j8/%\ZIQ-5>\)2?fk-K9t20@i'GO]
+ Tqp;n-JGVt0o\-$^&#rg6s$'h&b(a"S/ObkbK%:P27pa_3`NI)KsF*9^!O^WmhkBrX`l7cL
+ J%h3!+-68IVL%r]I[:aZD@:,@?dC&u.[s#M'Ekdrj/_BqsR!iYu!I4>N'EH;c<MPCR!K];E
+ hgr!Q!UYaFXcXGNMH@8bfJAZbXXKR@i0ZfPGKf><XcV,,$UJQ.\6Y'GaclF0L+D)7DF'#`h
+ 2S^%#rpspR--ZclUQ.($C2I#q"I<F%N.h9OEl,<\U;q9&t6?GJshIX32;VHOb3?cOr$3;pV
+ UfEDGtg4KM_8np7NDr$j+<;PSq#r=[P=Hd1J1dIb<8;<WS3Oj`e&qQ1@G22hl2%It2[(J?d
+ 23K%q),ZlN;!T6^7)X-+M5;@,X2)Yo/Ug's/^)4=VLHeBX,C.4;m\@Y#9KXW;fiQ[k&^S;Z
+ 4IWf_$[W_B_d70O-gf`<jR!E@dELo1+E>BOr+=qKJK2iffVKusRW]Uu7BF%b!TXkN)32`0d
+ ,CB+&Hr`gs=f0g:&.a>^*-Wa-62h,J;An1GS(ad836s`>Vk^e"D`Q'"qEm/!Iu[?r:KgN/3
+ G#$hJYe]r\$qY?iMmoLl_`CtY'T;jD]U"9Wn,mG)VXq`RWk.1I@1uiR<^#3\fGlRNI7X%'7
+ '1q+fO;V(_U80Wk0^[RD#A`9kQH=U\RuH):b#+a)DjnJ/Ig,=S88LI]X_p'LA(:>3iTn@C@
+ Q`&&I/,HYdBLqlfi,[p&r]3sTQTKkq\=>e-V/3f\>KFM'RM&:oo_)_7rCTt0i1X&NG\qS&-
+ i5.*;$S_H_\\FX[kO`;eB#_?.t+mearA\C1U]k8+=!5e&+Dm,XM^3b(<\pKi*)7THpYdR!!
+ PGOuhb#Er$#<3Qu+oDOQ8/ZcH_0[cF)lL#'4hAp5Ui6d=\RD<2]4"ml[29>\5dD0AXY8G^`
+ -b.pV0p75l+T8[^7,#7gB#&/@=+L:RCOW3r,!OFMGp"*(SS'GntUc0RN3R5FhA[0S"n'27D
+ \f?L7>6EZf/LhIDV)8!;;,Jg###!24dk[_j].aJDqCH\W?Y_b^@OVV#Cjd#K;&Oc$SKi]C2
+ .miK;cl62UJmf>YN;EXZVIO<FCQ*0&;BOdl95d9Ip<fCR-g8[LM4XLVoc)"FGM\[<r6&-7h
+ RSB]L\1".@_^gZX:>X?ioftO!,[ldsG]6e%XB?m#]YhX.`giJo[c4E`pO?@qZ6']e:O4QIi
+ S1P>i)RjoN<RCWLXB_a:Ra8@R2jW8D[t-U(h)3maU"U_\&=-VO*Ndfh7GBsme@]#8pU/O5p
+ Vr\Wi8%afTg;@4GSolV73-C(]`VTId,WaHajkUX(\QF.ViH/*dC+tFgJ,<uDR[(l(nkQHrM
+ AHO&`FrQ*-)L?]s"W1Z.j[s`LD#)]ORl<;pN'ZcIsAF0N]/<KpV0-ID+P!]liDliR`s<hH+
+ ^6;dn&Wa+nj@f_td%3n:l4s/"\4VDV<2?@D#81(b\(*53NY^*DWc\'<b[R/H!a*Pp9OS`?!
+ UcNBs_U$EisHle1'"T^e)4l,2u_5b3/fA)k%P0r.@Z)g#QfY&0FpPI'T:P_WlXh*Dm5(W/$
+ n\$i\+$b]!iNMJ%+n.XsgKp$,>ts>XS^)@:\2ZS#^8L#/W7IZMbZT:i03RBY1$h+\IU6"[=
+ )HfCc)]N#h]3BtSnIHICV0MP]I9EV:S0FQ$h$;kp3L<_a^tf9=n!MUkl1tD?O`\N&a@$%nX
+ >6gFL0c!7LnPsY!CY1?GH=92g-7_aaJWPSIMp^e[o!Xhg\MNgV)#W=KOOo*AnT*T?[</O<$
+ c7i$#5s!NYsE"k3M5ia7&WIt,H:S"X1(K79NZ<B_N7Ji`0#"G+Bt&9p6QZKcqWiXm#l:+6p
+ 97H4uIe8@8eO%87D)&/*&-'Lp[D^W`t9V,bqOphYL!"+dU9r>7BeE2$9T2+S@3Y]Sh187Y0
+ e=%sAO\DTMC)$N03iPuNJ`\hE"_tSNY?'u^ec6j;_6R4F[X2#Ofk@it_)>MU#3U->?1+&08
+ kS>q^#*cFr"])'$GtcS3,D>7'ofp/dVLIh9-]YDATJ__emCA(c3"]</I%,#UXNq"$m9GC=/
+ shep"LL)XbX:<,rWAp^?((Z9(.!$mKX8V`SZ=Cr0AELQceH3dbMQm5H!&rFo%%NJm!rbme8
+ f\V+Wi,pjL:J*hQN;g$SN\rZ<5Kcft-"IK(C]fC/P6s$,uU!s(Z+,RX]>n3d1HR\r,s>8j_
+ f+U<flZ)n@"d&\l06SRRP>JnhgKb)+!$pGiQd6XlJ`DK<0+r:Hj?PpcpP\V1,k.G%@QP&#"
+ *CiFIGp&RH*/bt2ng&H)(FHe]-HVEmUF8`TI&e\gdUEoC95%#/?l\?o'/<1%,g-%P#8uC#-
+ `R=(2GNH6iAW/7[-FX9b,k%p:G_)$Yg;V=!jPR:qUW-XZo&K0;/=Dp]2?cs"%]Y<P8?kHe@
+ QR91R-o_:G]B^3mBMK,th-8NLO?U[T-7K=#Z,nG2kQB%;T--[DSU!=)PpWm+:q%U@23&"1T
+ NiVMXYfT<gDEB3Fq^UM3nTV5nB8p;O@T>B],?Dd2GYepF#u6#pa-2ae_n_f3TLG!f+IitC3
+ g,Zf=]\&;p-7b?F6)9:.cIt6Ht:(&:SdR:9m8sikgLJ%-e]87M_WUk(<pr5(K%Yb;#3FhZ@
+ 6TO4Q!d-]QF7rIrAGKd'6;UVc?EI((5&6Taq8F5Ad^5lu8^gYaK1o6J,sS-R/Bpr>kuB<:V
+ cC-9@9;#;I:oT]eX^hff:(6@?L.I\M!s\>EFNXS-gCShD0omL[r)"sj10&SVX(j3qo$]K)M
+ ^3!$#f_6h[]-WV<&>/pW`.BEI:d^a'[6&!Qe_O7k955G],BmF*N)3LuKV0Hu0t[<qFd^n'.
+ )GKr#*@P4eVe@?PdiVH9#D]si(<-@(nehbZ>2K1%<%hi"$X=oN^-YOol)TJ9V7USE-X#+=d
+ 73dk/u<B?JYW`Ju2_6/03hSEUtcIIiX]>DcAIWV,Nj8".RVsF5/s2Xa0It-M4Et;.?&J2!l
+ J;^E0%9Ei;:s4TEMp94+p%%.plk=Cl;@>0K/s7@#SV)r;%_:Z16,TYE*)H8A6?42(a$B2JD
+ TWbW7qW65/%]uoe_NT'o']_74([jeRliI]nW\+8Gu5<K1aen.7LRXY&N1t!F\L6;K@u-:^$
+ dg:Wn&BCid@kNnhoXHq9I/mCdFFp%@9]p,?/H<Og[2<pu*3"Yl,W\`-[LVUch2_`?&MW>n7
+ O+.\m3!O>7;586HNJ,ZKP]E[F7Hq&L_kCm1"p;FsG_0dYo1QBRJD:<C%0-tLu'']NL\#uM]
+ lj\2V<;RTUuq,S_mR$A9Sc<AC_D(]D<\.[6@?ACOj0P0mo%[-NpM#!)eAi.]!!a]K_nEDa+
+ Ll`'TGYWuZ7Oc4<V\W\d=q(0YjP\PJElfcU60ZbZ*;K^N,@ko:.H'&N!6,uI^)99Em64Ye1
+ ktVqIRBHO%\`5SLWnU!6mCpekYd[kd3=?6arp?cr)/D/<E)CJ0[sG+hg@8'>=Ibef-;"T3q
+ 8@*#=4#%B8nF<PdZoVqI*'3Gl/UMY^$YN?93dRKH+Gl/WJ-J%>MB%!b5%VJ-q96.QpA&PqJ
+ t6WhE@+NDHQS<iT/GVcIQ?>,rBUY>s;m=">"mXEB9'<dN"oCFs>('sb5Jg>Q9$GfL3-9Nd+
+ cA1'as;\7q:3JQKP-:2+H)2SE86+8R/lr5'ZN'q!4@H1%_P2@?UU`0Y<R6IO^S$Q&IJ&@11
+ 5DkF%TIL"pcq&^S-p,M+e1KfNWZ'7JQ*Z=n;CGaq1DOTQ=GlWhNuU2HE)(O$N&6gm2B`&T`
+ s%[;QT"#3qk8+LOo17"89>2(mPb6@0,fCD!EU2qG]*cGY#gMOhFl+>Daj!)pU9a$le-XRQ/
+ EQH>QKaJedM[XL^h1.<=>i>3@@O[^gnF*Z!4,X<cHS0K?sf/+baQA`Y5\G;;#+L7>>I:Ukb
+ 8)e3j."C8)aoM"m7rgDaOtmA1E'WfDs@L7<(#Q+`rTDVps7Kh,4g`2&WcZ%uhQ3,hncaI*h
+ hA:0L<LZ%hH"129h0t86TQ1<"`_^f(VYEa.J>K^/n/EQf?Qnn@!)IZ_JM\+SO"5&eK_'iKH
+ #WI;*Q&?"/r,(Mbn::^UbT'_X$Kq?cL$]?ed#=k4BQ@TsnH!U:G`eP#l5,=+FgAurZ7"Z10
+ h#s1S%"Vuggb_K(\JI*\?1MG^7c:61X<&OR^Z@5rEt)0aQ=F/PYD@%X;=-6A(R-,?Y1=0YB
+ CDjfNT/$Cjh(B`^jA:!_bla0W6LV$O=t%&^CXoSiJZggHJEGIfodM1\;.mgmS=cV_&:2Zl:
+ X)\9E.1XVHYj7Z`G;97%NR=2&dW8^fC]:-H+hVk3=LMjW[[A&luXNpr,JgM:\GrZT4)QP6q
+ ti,K2\`ZtW$e\9cWAF](RZ8iF;jBS%7EdgNG`dh.k_Iu,eJ?17)onhDXeL(]d^,n<P4!_^c
+ GRn1+DDrX!ka`6+DS=TK8p6$Hbg-gg%3)shVC'`9VBt]5/T!4p9],AA)I(JmpinW&i>3;a*
+ Pj3^#;84,S[Z(OrnuQVT^a#]J2e!7YQ6a[-LZ>W^3BSTi-XpFn/Q[cKn'^Y6qD8'!n_4(>R
+ !%*GkUPh</c[mW&a]4kOY5\cBFgJk^#`mLL!89ocBmXoT*%H]k;cirjP<Wm250e%oD$J8&=
+ jF4k/L'#bAdg1rhP@pn&A_I".6+LR?F),@E;.T*aGg0@Tc)=6TU4WV/N`=;Sf4&-a:I.f=p
+ h#t!up2MfiQIP=h=K3-=nn)=/mB;4WkLXL(t9gQ.1qe$tNHG*a[4`g]=qq/:)))qWJ4fMRI
+ ]&1+=*Ao@#1%X:W+A`9@F?`_55g0[&gZ&P.IL"MIKePYBlL2I2'0b1c51C<54;G\+(,ELeJ
+ 1s7lGWn>0.YDDF#5erp0Qrd"%trSF^Q[!\)u-lmqEd822ermfb1+*lr]fru\%7@+`%!KX!i
+ Wa71unfabM5'-go1tCResG)nEpGcCI#NQ_b;pT>W+94I><&gL@@D.lk[L?(Vt2U6aStn]KJ
+ H9liKF""e]G8W(Vl^GJe4=L%oX$:mdY!!X*aT`-b+oKLnS58jp<``6:e>'I'X6,X88n5J)-
+ NHr<2i-T\&&5QiOLHi]sX/"XZ]](:J<>V<W&0;@d<NjLOVQqn9(6q.#]7LW]Ii-L-^@"uHP
+ JAaXhjCUd7B1?-=`b]<E(gd@f&-D?#"e,OI&f&D*\-'f\L?P/GZqWs,E^r657ndsD>Y[]J:
+ WI^U71t0b4F/hp;aPf]a35tqCb!D=M5[b0`J`G=S$5.fgV@jf`QI3_=nP%I9th<[8;rBrS;
+ J*OG_S1XL8Z[(4DDg"O%,(i8F2GZr/iJ]AV/hEK0W7e+qGJ$o>mti$!;YX\7S6!Fih"\7oZ
+ ##]M(h3,!?%(7ta^U;;]6#&B-_$a35sN;bBRPIZ04eZ&C6T)c"PW>0&g1Rd>_Q)r?VI$&#g
+ %]3L^r*3r3gZOb]3KucnHhuUqNP"U1bbD`o'Pdj"mB7e2-"-?4[W@NSq@0Yf!\_(^'BR52J
+ aN<5U8^t^NjMjcuT/n6k7/V<aoQmb=Gpkd''T@I7<2W/pIRjUg%3+!&gb"NGYbKp+6NdZ^'
+ X"')8VVkQ9FTTKSD$]9Mhcgk"X<Ab%(XXL]$:/a:(6#T'46KM.tB$*K_S?+EP7,igGk9hL6
+ -H"9ZG:]l;#"X7"iUf'MqJ^U,m!T`@;s']R3.?L.YtVb'_MVXFSOud@TEN4g_8T][Xp=0XW
+ `l:WQ%\E,j0Ns%iRn7M'hL?s/5_/:]S9cqN@o<8p_k##6"I!n[^/peuls?7^d1\:?"3OD3"
+ YlHoJ?;%0&<r=VllTYaCl;+mf\XJ<hJH-0&!cU"5Jldnafd7=u":Pd_!4Sh[miQo/B9kgkc
+ ?tN4%%+79a;G4KS^iG1FCBEu1:jiMqSHi&h.8m9!.bJ24!"9)tFM8bA20a9L\:"A@9a30];
+ $?77<AmNn'!0UO;)K(Q`:6O.UbO.=N!.DE>oGZP)c=GLbq*$qiuCqh+?3(=%e)f>9-I4C7o
+ Xn-1,+04^j:af3<<D9eBKLCh(7(;9h>>("<\oon:$/S8@;Q+LCeY:eMPfn2:Zfg:>-O`Mfd
+ 12i)?`ncQiG:K_)dW?W6=ae,62fSO#U(6<#Z&<':(G(d*NqDa-rper=BERQ-'F8cnZ]f$-u
+ kh+lPgD*Fn@"].HbUHAYB@YXPX=%ucJ>rG]F2V"W;e"(bV0gesf]i3$F;r"7r<>s2!Y#GLR
+ b-N#4RB4t-XjRXURh.KaZYrnkLKJt\*C+h'!)Q_pMcSqtf(Fu(gF^TVH3U$L=Gm>@n/qm2B
+ 3/(kf4C1<h02)SGfgb*$Pdt/,s/&"?:nL18*'?em9re=JCZ<(9gs\8<J3^V0aK#r=V[c:?)
+ ACt=bb:=!oO5ac)On-Wn>k'>.eAG_O<L8VQP/`LR<Gh\4_Q&Q.]0E=\Z;,BU`(UUtLYoe\h
+ >e[@=j8SBjp#fArl3o@[4K"OYb082VI(I+;=Zo[lb.!jGj_WH"58YM=QI>_rOf!'u2gX5(C
+ h>g9A*e]\!q>6@%1/oY!Kn9,,?[9GfCgJ&2_AN<GKn&Lued<*T:X^9W.Hs=kN%%X!EotX@g
+ A)&=7gbc0=6*Z#L=9b.<LXf=/%H^u6k7:sF"t3GUlDXug1BuJa!'"nL!!S,h0`Z05""4D0-
+ o1j_nm=9Fh`^X>:%hp_pKq5#hei-qSbZWpptrd]?cDnLc2M)+s'O=W?g[pOrW-CZ!an1mi(
+ aA^<Wlf9p]hos!-iI8&-h"D"btAUcpc553q!<XD2(dJWKE2Fjj[]jeR:R`;ghg%IMN9U\-j
+ =f6>bCS`S+D<)'4LF?,W\poc2U!^tK7U855gL>VUgI<X+(u%lP!Y?7',pMEpZZL<qgZ's!)
+ 9/H@JH"$d0JQoT]dIY6hu#P^N7<\\)21#jlC@m2b[2E#&?2WJ+&@u`NYSi>]43FfKYA%k*9
+ c9>aX5@`P7j6f0C*^O<h5ib*qA4Aps:.AbJIKSLALPRqji,\uS#mS0r]@IFkbW,^t-Ril"!
+ Q\2oDA-;N;e7M#=*:tm`Y[HiHX!>9:Gs.r]c#eRIa&>9ef7h$p"s!h6K/HkiZ'\5n/I'CL>
+ *J>k"]JmJ9Q_Z;:rs/?Jp,3TF^+$7:s8LB$Nj-hJ?fdD.`3TB)Zd^p2XdUEp"KbA+4tX*_?
+ @qDM%?\fZ8An\7+N'GR""+!1<!#BLbINIXibpkRN)U*`QQ9l=F!3^SY&jM43O[Hf;+HYuTT
+ *<ZU#XTAAnlc`F6\'h"Zj'nm31L;8!<Y'Xk8P>sWk<4,D)edMO:/cbTeBo[9!Soj4_Rd$]=
+ C!N5_hOEctSS@dPLNkcYhFqJ1c%#e5">D+c3]R@OD$O%1BGQ,3-E1a_WbT8IlHXnC2QfmSa
+ 5pP&?$sde2MW!$Lh3ER<Wc"V_ujT#W`fUcej/9N2IW4S&;97X##oL*B"i'Ig8!k;<;:Qf8.
+ #Uk564NOlqX-g<hO8H`b^+Cm#K,&QH3T#7tEho!/4+Q1KfIX^E[\T"mBdfeuWVpdVV1sD,/
+ O@5-ERN'j#j;iGO@sAU<%4LZOcFBT&qTSfM%rWF=oFe/ht4P9&lKiYrF;K[=34^i0NrcgH8
+ G8<@fo==DO-lMq38",IG'Y3p,'mqeTbDXR#^rpanZnmbdF"(2Mb]=NWTkbD.tJXB;h?IWgu
+ qX;/KDoVZkDQ`:(fYn'JlR(A%2V_6^h.p"TD=nk6F+@Et*UXj(DC!cE2NF7D$3\.RKd^`T5
+ 54R8%mNm=LN%;r`hQ1oCBD!H#G,[K2Y$<U(3+fpnTPi?LDb*72[=RdJC&&^i+mrN#m]sJ#K
+ I@Ik\e&#$'"r_E_cQ'?MebTK%FnlflblZ*jHmEf]t.le'6V][fejL"_b=cbq?Ng"T*//U@>
+ 5jceTgd+#\1USd/A#"C0pUfDl/<3<8LdF3b`qh]$Y"4`g'WF8eE0BK&,/D?ku."`H=Ai)k`
+ lFau+mFH7d@T-\F4en$c>EgmL,%YePCRb,R8@E./8]E7L*Mrj'Xjo16TT&XUcZ.<T,)c&oq
+ T3=*]m4RKqF<D!6(I*'25kXkXFoPln%a*eRU=A+?KMX(>WVsj;DY1,GFI-\5VQ"Lq[IT<cn
+ ,!N8k1Wt8):dUGXa[WjQS+O<h=+u@kf3s20/@4u1L_^=Npn\7A]FFVH[!'`LWFQAjPf6W#'
+ MA%GRn6X(P$`PK6T"6B35l)`/[`kN;tqeLWdha_>1P/+b`a*p7I=fQ]?0cCM5qK))lDQV0Q
+ 41:A4B`FU)pJY>Oda[TEKN'lLO*>*%AZGLg,GNo2,cE+m];I<_Z_H3uWeE*`[s\aHtTK?+[
+ M7tQ&*KDKehH@Mo6TR$^=&5F'g#*</;&c%2JMLbE^Gi*7_+0g(BO4.?XGoocOXVLEA!V[)Z
+ q-R!C/-9kkhrqP;iWiIUc/BESS=:?5KeR*Cj.H22_gFKBLDWR6e@Fo_$@7cSHABUgT?7"lb
+ %F7bK,lAgU_&11`#k(M#9\6k8=99-Nr:oBDpPc?O-&Z1U%p8/p?m\4J!G'3\`L0"Haa1O2n
+ \`'NI1'1ol0@#+A[__A<R8Er_MVpY\aJU&kNlQJ/6?+\*A@El[6J4rl=>[^c[/f\_Ni%r`T
+ #LJ7aQYe:0^3s%]YD>rP1?f-gmVEjq8+r1s4F\T]FV6FYcl"ScQk#D`Hj*0l(@+E1FN*Y&^
+ 46Pse+KJk+e91:&?poIpX)2a([bXhAX59Z1\j5G[?).;6B^ZEo>KZ7RZRS@DCH,Sif4.]5\
+ e+s4PKgVS3B[h>s-C%6$;eabXKgqn;W`<faHGsK>rdI&"V19deWW9;,/9Y5dT%.G]>&C^[F
+ iMG`1B_(JnQ"H;GeII&Qi#VDrIVgmnCUu8',?;Aic1@`G"3L8aCR,0>fL,.QHj)`\\.Wk6)
+ 2cjFBWKRJAM`*>P6_+Ku7K)Cmm`AXiBOH]A@IMeCX?&Y-VjD&^1/4,EKt/Er"LnLGu!Sl#h
+ <CI\18Tg?#+**T/;t`S^62I(hg(QjSm^HMtS(GK8\6p\fNUA:k!SqY^?mcg1Z25Yq:_!5OZ
+ J%fF-i";_9Y:ja,d!<e73$,WpB/I]N.fn'@DORtUF`)-q7&-4&@3tt*Q9N`+Ld6JE`7Rder
+ )Fe_JC'Bc4'QkHeEU85uaAMSd+NUi*(ePWC9U@%sP'ifKQp>JQ.S=`_Yq+!q[&@EVZM>q&9
+ JZ__K1s`Fd"nCZSCE?>LtppJ,=s@R3mNQf,YOMXR@nRZoDJ\Tcr;"l6I=4F&Ob#G>o?,YkJ
+ >5T2D'8g8^c+g`d3Z="&D\!Pk.aKe.iug;Ue](8Q4/>9j(FqeQlM-*TMZ/9@B*=D+b5O$2T
+ #jZupq-fN'"2Gb6A9<)8o7h3dP3Y2u?ig/`?pke.bDcYU9J)s$l[QL2Ka5k$YQ!o2BJcN(f
+ .NS/I1cce6ShH,]s'1@&O97+WZgfo4rn[8H<7edjR,@Jq@%jU%21nc8TfPVW\9/r0F/500Y
+ ac+Fl<6pS!#[H&Ec$:;j2rq;umZUE!;F1Z86[=3!T1A4"@V4<-ELc2phKb^Ug&?P2Sjm.">
+ gjG-O%GeW\-.9l_+e-9C0HXs=R+V3YH$n,hR0NP3rMBnO'sr+Uhnd8b'TX*Q@lX5gO=*VSV
+ NjX8JkL!UMB6:hY"VO2V#'Ln/NIdDfFJ`dDXhQ<RZ"ppM;"nhN6nJH!_Q)msSQUh>\5J=:P
+ Y`iB84odc#47V207LQ7:DEGd]Jg9RWKsNqV-Q75iDY2gLX!Sc2\Oji/F3=INlBn9s^G?^^'
+ PhLD6_qHfb>Fr&#VdA6YD3l]\NReF:rHljHLo)(^:an0u<:Y<H%@c.d`qk'?]Go:1SWVld'
+ g58lL,GYCMk4gUF*!1Z8rW0L;!s76sJoIqWDltH("PddOEK33k3>LK6+QDu[Na[=P'MQ98,
+ Fij0S^9&l9^*Q[/Ra[ALVj7^l^4b2Fthb+1$E`Hh:&lhagjCCeE66<9>Pj\bYnqdZoc=7r/
+ &fb-q+uL']Pog2rgE)#7'?+hUuH\@B9i#f@:_u'P2]4Sh`ckbo1)$TH'fZ/jDn<>/t$Y&eS
+ ;08!fSa"q]Tnn.l'FGl]&K'SVW(*^WDR%g$9GH@_(`81fW?iS]WKK$[Cg_,rPT,ib&?Y#Te
+ YQpiEnlm7n#V9d;KB+$"r/!\K$=?<<"%4.dRG*([@_maAI+mcmdE<]f==bOqh(a'L0+C>U%
+ h]AY*c'd$EBMBA?UB_Wu$W4o[1i_LpJF%'@dAh.Tfu#c3']kjKSA^H'fELE]EdhMo;[9;"4
+ QiGl++s?<"JK!U:/$M:dMdVVWWbY$%#f`M2?q8!'JJO<%>%JmLe3se-K*&5PS/EUb"=LIAM
+ kJsP,_J88QuS!HO6!;S^ojsD!ToB/Tro7QogaJ&)n<](ip/EZIJO9^o3Y<U1e8$C$SU\,t4
+ c_*i)4j_BM<gmA\(+H&"XL3[ZcEWmt.O<D'Z!lIi!S_70qRq:qdd0V/`]-F?g:RQH;7qZQL
+ 3Jkug95jOt\Y*99G=-]=CjGS\SZoUiOMZlLb*>P<U?4U/*6"8X!Vm4UCO?+jaAEb<GV%Ue4
+ d^q@h-,hU*Er$m$p.oANI5m%d%b)l!jtMPJqdu+nfNT;+D!e(,.Kb&`KIXrCLT#A!20RnXb
+ Cru7*Po7P*V>BmiWh'jF)8aU8qm^jFRGhX)Ion\,J*8cl`K!GpMtoC(_^70,n.!OSk<*XeO
+ 5`UL8'cI`7T_p@jN-8K\,&+=U7kqn)]e>o#b.h\SY!9]K(0/HI,==D.s9`VK`lP@QZ?9/;B
+ PY*olPNiLDc[nE(aP6[1eIbF;VYR.h*kNoOT<Mi-pl/B(`#(`:*M*5M7mS[29I@I/,?Kj`U
+ T;tfZd%#'d`,_rR)MS7B,Pln3YJA%;P_4XHW-Z=_0K=B;\;<o;pEoiIi\+[u%pgJ\o-3_2J
+ k6'k7Gtd^,^ql-CSA[`YKH:s_'S@rMh2HQLoB(JIg&4?K$q56B[O&le^I2Pu'o[6@M:%HH)
+ <5!/V"#Q-`u5%R9ec>s#51Erq%lhA)A/+tm\QV#!_MJO<KqEN<0N_RpsHaYL[rt:Z8_%`Ac
+ !oIo+\FQ\-k+@r7-BTA%BEtgBU,]GI#42)&$Ks<TEI&[.^BIg=ol'kUd1=>>Bt$]73?7mDZ
+ Ro*oSkX7r?9e0=EfM:nH_B-&UZVW3lQshO8dh8A!'EY;PRp#I@Fl$6bYpp9EQ-cWP$8COPl
+ i>t#W`LcTC!`+`8eZ^I9.CeI.8o7"d+=iK?9bTItH.,MAUf66_V<Qb,KB\Q]hFI#$`MDln?
+ gt^e-o:Bf=[mr.8cd-b)hLtL@K?:7U,CA\cQ+ab8q7Kr"#&jJ=^boa+P<9IPlN\rAn#fm<H
+ o@(+*Hd`XQY!s<T8V.S1RbOC`m)g'AD2K$ZN>bJ_Ur@lpR_'7qr?,dqfAC/5%i0Oa#ieI(W
+ :Ph`Qro:NA\BS^A/OlgkVO79Kac#H(QfWFWUD$GF,9gNiTs/T!#<i@tX9B]<*a+[auCDZ$R
+ 1/`9becV4FG8p9`;RGim%jgk)&/9pc=[\C/]09B:JmQ1EEXJ*&Q!_>&KpoY.5[qS,a$ps5P
+ bI##rCb61r\^^PQPhb3m]C.!+)V:7$i;uPR:dD8S_X8PJCl]s2Xb'q/t[GUrLDePGS.f_u?
+ fIY8@/V]%AGg3BPp[7%.Non2(oE.gZ'VV`O0>@T#1BUH3.$'nf0KqA?UAE5+q[cBrn4s1>!
+ ;fSXXA?G1OBtb7'H(>rr:"J!cu-qN3e7goYHL9UYMe]hg=<B%oe$[Pkt(h&9)iR&p.iV]lS
+ /_PB)lX]!3FK?7Qg(AHL:2?j5fG!:a6ARL(469)hIK#JboW_dg].)q%,[YcrfF)]`g+Q"OQ
+ B:&F/G;B_uWq"jkp5_fcGSEZ4F`r=KDKO4;9'q%6!-#Km2T0cnJ6L=NH6b3r=0%pIqQ?BoI
+ -$)DnJ%Og]TDZJ0SQYnYg,hi"4:BAa.$nrfK@"&i!Sf@dl*q91Fd;Kg0r=.-ICsYT]&FUGI
+ m2/]LS?Q'(nW+3cEu@<=+#(tFiDLQ@#oZWZh[jo.Da+-))F!WM&eK`gd3ejr;$cAS#q%Y<D
+ da<AdR]Kap9:G/:o[3NY"\@\Zr'`.Ye%[@>lk=k)$+UoiS,5j"!CJGW:>'A%iZ>4K,Baf+]
+ 96rB!3'!GZ&OF+He3&iRApboE:jKkn0m>d1%>cm1BH.#Dj_JZ;2FF;Z:7Z&rRJ;d#etPob0
+ dq'=$(.O961D.io0T!=sA6Nnj_p)&6n/'s`^AAF^Rg!Z;$SjROlOd[quoocVYBN\V7knuj4
+ "Yp%Q$1X[KjmF7TQUF\`j]&DiS63sa0";.>W/Q17REn`2Zh_%g_/s=s-E^9p]OU#m1hiY:>
+ n:9FP<^K[$#h!'"P%%d\cMrus*Di@TmqjFJE+<p7QVlsWOmNO;JH>>$+%M-3_9sBuo.4rQ1
+ m:ODd\e9`%-E_\23PL#F'gf,cOWpg+S$s<dr$L`BH*Ytr*b,;'&tUMk;X-13)b_p1@[!f7h
+ KaG0>m*0&\(+=,h:=HPV6)'Z-'g6*6XL\0p&-rdi`e]G0LUkm>r&(YdVgiL<aj%$fFbo!Kr
+ j"QT#T@5*P7j1Jp&kTak",2Db4pPQ((B]df%l2Uh%WTc=r$`Aj'B6$+&*e/^O>m^s3t40nZ
+ -ceR&,TgM3O0M3oNNjg^_009eYln]SKe%H)%_&_sm*`@DAdXpm!nDk.q7YLC8JMAT/QRT9N
+ 8!J?j_M(2g#<u-g5SO)S'T5Nl(I1ns2:N"(o5G,3F;ko;8sCDie/:mN,eMPT6IE+c%n.d#"
+ $00b3g;uY%_XSR8J?0W$*t]oc%.WKaKtK^VN]CKo/0!Yf`DeJ#gMEM60'+%T28Mm:m?T(NO
+ q`GO&8l9;3[76'UM$;\L]TE8!05^TS=1iTh;\s;jB:?dcX7qnJ]<E,brIAZ+!C]\O3//9W'
+ I9bO&"25>>$i7./#gdW7N-j$fh2-h+N5$l_Z4]h_Qd(m9s`.?50BG>a]m=d)QVeKT?\X\mW
+ H;0Aj8VSQ.EKi1Tc=gSV_!V?NC3E,T49(g5'F[D0'PuOiQ6P+`7E.M#*X$c/.3mfT]1UAf9
+ Bhagf<qKBS;<'Eok>%.::=Xnk'nobSCKRD*.0/S>ONe4L]4+eg(DWQH<MMd$X(,/5A!O-TF
+ gFp(a%=i2/4$_$J1`)>c!7\Y>aASR("$!$8P?JE&[S)Ap#6f'>2^4^9_$;51!s?L]3hr%@T
+ EECeE%&R"sL<-'iflBFqhe+O_R;V#GG*7iN=2tIq4kSCQL8[e<sK@2e1FXCmI,0ej3IDc")
+ "0.KPVN_;YKH+rF?\A_("%Q<tmgMd9@q>Elm.ePb=+EG&9XKQ@_FeRh</CB)_#$<;&\F`h(
+ Cf2oBe=8&+kp7GH-O("A5fqMBC!R0X@flU:bjd*Yu,?ntBc#m(-F`tnap<d@CeP^T_5&\:Y
+ @uM6?mr$a$DRDK(2YT4NHZ.:PB$?ld<Tb[ZGubVL4&ejd2/MX&01A\DEYac<2^^`\Im$Y3C
+ (6SGFr,N+VA=`]*>:e`Qd:'h!Hcq'FVZcU\)2=pj)r^K2L!h>QY1_&D@lo4*&i"a\,C32Iq
+ CWkl8OH%[u46c`p5RG3jH_3n<I$q\BGa,BTNC2f<%elYql"\4Z8jXQSW]L^F9.T=[?X=_:a
+ ;t;h[lDI;sOT2s#K)kCtqQFqg?]GZQ)^e/*\BJ/<Kd[sNX'oK'D3&XX"\p"t<T^H-TW?C2a
+ YQ162G-#n.(48:<]0hGai0kiU(L_hNc\347:]*oNFKI$1!_1!>3jrZnbLD\d*b(k\[:+^]t
+ L0.lEf^!$lCQ;A`Ii.&o:#638?lF9>OI1H-PEUNALu5XVM&(#\:[&.l6$ZN>Jb<T"[+C11a
+ [He-H?A0IppFg8l\io(N"afO1HUP^_'o@r'VUm3@F-&trK^SuMV-s<_V's:B9)e1Nt_DO=`
+ ,hDDjHNM*hi9LJ8c3rRuk,ZOP-$SR1Y6P')e#`JJSENnl^g7?'9,/P.73Km;nI>=_N""HC1
+ sNoNOcYZM2t[N)79S2nf?e0Gq*[*#9]bH1.@1T9dfqQT98^fmB@ZDjU!>Qs'"s!QS":4=*"
+ STp_B9H(`ZP9:D7f9N[QRQ]ZjB)gR`uiV+(#=K'j(X]IO-4F,>=3Ce,;=.Qh6N4DrbTQ_:T
+ SfL,[T\=1Y`cn&"pRf"tVjVh.d>=N@p+3c_VX\KtcRMUFWYa+6WF6aF\t>sjUT)rdRF:J@2
+ +<r[X`'UDLt;[%Zo_:!1O40RUQtMB.:8T`D1_RJUtE4lGWAOq<J240V7GGY5V*R7M@f8hAp
+ 6V@])Su<#H'S#Vg<ij\c]2OQ%$/.<r.ZW0`2a'_B$E'&cmV;3h`R#1UA#ZW`qKi3iet)6)s
+ V,OZKtGHG&OPO-2JlE1/_*)EW68D58%0Ufp=A=[B1B2jANq.%456gOGddE!Od"_P-5!qiA9
+ $m_h1(n5nGN3t8b?SuS63Qki,O]9=GJCk+:sZeN*u]>([V_5Y%4]TE`3\-Z-g]2]`KlM7V;
+ HWQ\?`LFJHXP,h->@u*+CRh`M=*=bV3`1h00%jB'.(\fU()]UD:`,lC)55#>Ha1F-+t4H8g
+ Ns=>>7\UjUTmN>\uFMjga*Cq/l0*u`1+Z_gV(Q&_7Z&Z[!2gB]?i]FeEWN"]j"J_]B,NJID
+ 2/qKt&S%QA^($qnN!b[s:W^Q5.3iK35L"#Q\$G%.h!a6-<H0-X8*;4>"H50>h&'nTu(N9:`
+ uuW<N@p(h(%p]MZonccoZ]L`BX",FOZs)9/0#U=^9r(3dJs?(:R%[Q6X:Hh5;TD4L>FSNCs
+ M);209UTV9HaaG,3)<WG`gL<:ad[[/Vf42uD\][,pdn6mVO.XWZ.g>]jLR_;mgsadNf<ZGu
+ 90D%)3k**dgH!t:M)rJB4S*O2s/`kY^AS!Y)*?2K9@0,'aINj_gO4-J&(t![7fXjgZu?5C:
+ )Ta]*22?@?*CdZ0#W/ob?_a/S\-bL5EC4[gCQ0&!FQgO<S^qZh4$RXQ[RE3Xj/u>]phs6eo
+ R<CnO,@/a*[32I=6+KJV*fRd(BBeg?$EP=kS3@g"dV+TI350is^X$NLe8Pg$dZoo@ohNj./
+ 9e"]O2ZDqpp;!uZt<J9fjSf@:pDj]\X`duh<>-/P2,Rb[3rh!_Y=-f:HgP9'Uc:]]KW4YhA
+ (i3o&V3'Gq9)<%-YiSKq*5t2_XC)cqFjIWE-*]$>n2riaVj8QPFSjM1\8*\F7kb7\RiBeDG
+ >M[$Djdb"tqQBd'A_();k+(Z7G6aU`a-+,[kKS:e*IkN/fB@P87K/:2S-=j4kK,dNl(/jah
+ O"\%E#R]T*d%SOIkPZ1YcM0=lb9k"h8/Fne*LEqqq;T')AF%&g%A\'h4<GA*b!=d8[R>ec>
+ *gErpeS]pYWX\Jq!aX56Jtc,?LKFXre2%*YY]J(UtP+q4/E+TfO%Op`,eGoUi0\Il/AK3U>
+ QeqgUX\Im\BD8,CQ"/@J@lIol$Pe'3AJ/T8u'5A0D3BATcrpAOT%S9(d(GLqUIi"=^`_>qI
+ XV'&T**#9+k#:3Jk\83o@&Vrj-@/+89.i417@t=3Y<^.Xe8E<YkJm!pXPfb:Mfjpa"QXWX#
+ F"*pAD)l&.VGkUlp45H%"HsM1/J=%7Uf%GtVL'?/nUK'RQ!1S%Z!"20l]p2sI_fHt=R;>X2
+ 4i30[9Ds`gNC6hEOf?BQWplSnThfL>K>.O:oXN2@'DUQ2AZsY`F8:]S7XtepH/`=kODSS0:
+ 'goo3'koIlX1JBQT\+2N(G/eEQX0h.FE'Z.Eg#)a1X]EO=P=pNrIns*_`?nG!ttbK/feaCB
+ Lc^32T3b]0FO=2).NZ.\MfqjlU<I`fd2KMmaO&iG+#o_L^Whe0^Unb7FF+$[6dn`sQXs(L<
+ Urr,/9oE8NOA981]^sGIc"[T@d%K\s.OadYROIRg063MZb%=jQ,57U(8nU:P%joe<j`6gtS
+ 'h#hl+CIY.N+!SnZ(u:Ua"arD*(E1U@3:jL%#5rrV>q/uQnh'p,ft(KRj<P?N2C"*;QQiJ9
+ -fb&/V,\D^Fi2&<4=TL1G$j-9f"W7"d3I3gGdC+K]b?jZ]+?6:D7[ao$<%)rBO/c'`RZrAe
+ bbC:pa4573O':+%ILHOsN\oLrD!+dg54kOOL0T4Hh)U>t1/[Bu4Xb<9^-*<[]h?L7Y@:P*K
+ 1L!22)UNTL8OFrohq_-gA''o-7#[Pa+V=Z09HAhIlarogo\D51iLCf;V%3)2'7D-O/#^M[9
+ lottfTG;[?]>dmGRF^;HIOQBZSQ03ErY+)J(h`'*[IUBSU\6karE#Bq8n"pVJ@5#n@KOJg@
+ *roa],RF]AOFAbb__AMXNFT3B71_k4'L<L'3AsME7sS'\Q:I?bG9TRU2Ii,rnn)g08TN%[S
+ kAhN]eJXg'Z$G:'4-`p9XE$24)'o0T01IW-E!h=e4gg^CAQI'KBp,.#tf"^U)csE[*:C'D)
+ D'D;XLk)<E1DNNFBCuqmC4P<e__E>Qi"HPYmn462c<&]JgA>EBI;=`c8X[T6a\rO!_g"(Nn
+ ?REr=J@c>u,:2pZS/#=m,4]Z&jPE`]GDkrP>Y?eBNbQY*UjB'IkL7Moc^LLImjH%t<B(+4r
+ 'fWU?oq&&0Gk';4WT98sF6sGlOR9j6dqYo&YmUff!CFEg;%W.d"q<uM#kW1!*Us37\K;X/Z
+ Ds+&og8tVWlSMqWrDAf;?;`A39#*@/VVj0TD,;C`[cL'7ab+Vc$Dgfi2X7AJd7\C(+he@e2
+ A*oQdMZPfGrnPg$"5Y<Kb1*r6F-AnSP1\ZB._:fB1V6[Uc4%Tjr2.IE=X5B4bs<]e3b(/lP
+ tfVKom].7(AUjKen;\W#^Kj&K!0qUfNAX?7eTIJJVVVpNUTl0VA*)).#t\A'[.D1)S[9&DP
+ Z[Z,Q+DM!5o,oA+#>Fe$0*q"^]VkXuGgogh%!+]DnCIS\N`2&Gd->,1tX&+r?*p:gT3*1)2
+ 8SccEUf)hUE%$V*U\]Ql[h5)Y?Pn!+c6+AfV7**=V_Z4P6Ja,F.Cq#`Dk$:WjGnV0N7>;Bk
+ kefB00k'^pLbg5b9UV;(k&eaN0b.Vd3J(`b7(o''Ao0l>0Jl9B"$I66/5A4E3F^4qGO^-):
+ 70&k*Y`3r%k9E^1bTeSMp[Oujm,'tq&O,7GC/l>4\+/uc/]"WO>7:;d'qgu>!ctd1e'l13?
+ L[sbP\+B2?6Ub.fcO?RXhN+"O]3]"/'KYD@f986!@Bk,to.)19sp/0o?6)nAl6;6un?NqV`
+ dW5H#;$Ti=(/=XF!qQk^o_R5prsC2D4qeOHK;3hKDeOh@,]<i&3.>u>A0?`XVD7#[hW3N".
+ dXOX1i7Hr8_-Zs?:'>h:LMWl%W[<G$";LM%as'KF1/rqgn_'Bp,@:)0QBCZCa84jmGT7muR
+ ;D%`0RjfUrbPIBfArj_b.7e.SS<L=C:st.A"KaJ$Pgm,L;[Z^/l'*0bODGmDJXe@u&FZ\Yk
+ 1s7RH#HdO8#oW6C!92O<@Y]&\CW(egq/\i%NS]QG=C(WH[U$S[FZs\jC&MOeQM>5h5o/4nO
+ >"e46&Hn]]^hk7]G\mYB>2qESA07,]d@3Z7rN/MZ$@uploSps.T2la&sAg74bPV:j-0(fpX
+ p6,fQ=\nna?78N]N1*"8ZeU/KsULJ-CHYJ_.%/dm652TL(9],7F\@_>j%9"i$O<sBOAbF=K
+ /<]7M@k8\!ED_Z-`_T#7&Y2\f)O_r0S(Lq(H<fEGjnnd<uFggl&2iW-(ZP^B$B"Uoahd3V\
+ EFh)T0j"8@@.2&;bnM)7?d&O[luiK:)90cGHk/[4[Wf%p2[7sF"_Y'&Qbn`_$driI"Dpnh[
+ <Qu1@N/aN@+Z8/6Pqln0tKGHp.!LLB2**M;iEI90j;%"*b29uWAQT/eJacRj8=P-h.l`6R`
+ AQ!b'Y!/W7B"84'cWlUDKhFjK:LLG\*?0QS3A(^);DSfDFf\1G+0m2s1+dMA;UsDV&Rs(HL
+ .glQ`W7GgB8eKjal$TC@jUZnO+r>!37-ZpcRo<jl"AlXRUt-mKDc-Cg)nmQS\ZZeuf.JT*E
+ WVmUEEe68o,C46u!G\7QGd0E]e%:(is*sCUDA]=,sr"TBke(6^;-h9Br3o^EDN-3G<?HuZn
+ EnkNb3IquY4e"ZZI075g9/YkFX^a%#f\9[9aiNfZ\)`k7kl`4p8W<U=F:RTCSOSjtH<#_ZI
+ e)e.(IiPYBE]],0GL99<fOB9:Uo"hm2`+4'j_?g3(>a`]uPqQ/gK16[r[uc-\M-Q'6QBDJ+
+ *g_I#l,?';5@Lf6icgEc2i!r-'W^>8Lc>pSG1.ZR4hH1;@mW"ghe-e+=XQo]Gujd'hd8kan
+ ]IqRIu`Ct@^o]:P++q*2Ih[oE)/T<$+Z0.M;1o[1?s@f.m4&g7#0KRO0fI(u(lHZ'YfJ-1K
+ !NpH@"^X`3'?\NJaU%_5&Iega6nJAA55=.oB)BL-rGcKBU3A6E*^-_GX:0Zg-a-XM&e,<WW
+ "dttRcS+%DU\iFa'@JQBdm-2^]i.!U@lpo(NkL'c\ng!.96<!/PIG<:/Q'*gMUsenhnC:9_
+ $FM%cs)7/C56JK^Dn!)A/:n4kI]JM5+CoQZl6cV)nsf@*=M:$MI=1%(IA6IM`?&Bn08*@oY
+ 4nS_GeFa/,-S@G<_9B4Hd<73kRJ13'>D9Oi,I&K/BMWclY@O3V3Cl;`R*93^?p"3\dbPH:o
+ r62o(nI]qJ4e\Pg5aSNY_P4mY>FqaNjk&V.)["t2;3k\UP!G_`pT6rZUn@:hfXkb\b+_9<l
+ be4RZT9>m4R60(Qd<$0%p:W3=6#H3%Ui#jVHotjrZY7((A;tr6QQ+9ii3HQaSHi,Ys/NhHB
+ 6K=S$!M)IfoKs4b[_k'f4CXb#DQ'Wo^iS*M"/Vg:F!*S*\qE,H/3CZ%6br"V_#/&`*"b[4D
+ T;_d"P@2dX%F\4>=AsBa&I2>KL`cIksUb/7*KpHUeF:Z]0tFu[<,27A:D@6H:8qt"ZU,57"
+ W9K?C5h90/Qcd]NHn'@n;5)\Whri`/;=q1<&S*`VP7h>;o"jTL1PtUf:kCP[um<2TBP=`dB
+ bQ":DLLgUC[m]u3%&]KN`g5/uYJ`r$F!kY?jl6&%pL#Cq2Wgj_pQUWPj$a)iAs/9o4BVoP=
+ +8%bh(7"!-dBuf;1b1#GWJ:%US*'4R]780t\]S%=7-ajG<3F%=Vj81ii>:\c>aKtk1oId\u
+ 01ak![]I0[,)Af)1R!KT0M?@S>GSU\Pq[l).28+<S<u,YR6]8j1eaB(oADn;S]o#k5oY1U8
+ 482?ECq4Fb1tCh,Oro]:+dKq8u/E1AC\qHW@F.59gZ!?K[S,O^e3g=JY5kp>d7#pP"RM'85
+ Y7&'SaJp=icP*aIFeGgptDYs3&=\[\M3mglFJnlc]LH^f(A2jHD`C_\@c:4cI?*j)dPna$@
+ Sa8X.=Nm)hfIb=Tq%ajeR)r6>FEc\IFpc+O#$j+0oeI2u"Z9l/HY*<OK6"#uLX9q.#4bl5t
+ 1J@)P/!J""$;K2[<.aY\4:s@h?+tc;pKZc\;:+Wfu4GV+"&Al#,bEV/+gl'/4kf*2Y\`E%k
+ /<@S/m7&n*cK#1)o^G4inNE,U7ZgNYPfLJ\6TVQS7`l00j?HG*-dST-!?b2C84A8HEDOZ):
+ jjqDip4qgX-T"O:d$P[,r/:c1Q;gr:]_ifD(a:Y9SZGk#LF:6V$th\$rb+S;p>cj<Bd<#i/
+ `9Eb=j=f<>*Jk>!K[]]Y(eo`943J(`s/?9@T!+"MV=h*'H-p7SLZj4D%@t`"]U%\obqTXWl
+ (c,I_e@^uY5]]dC4qq:10I4r#N$84EesEJKeW;ghs%ib['A"dZPN;_;G,7:K1Q"4L7(1)/H
+ mm:N`@FjlEh"V>6D]ffE(C=^?g4@MLGeI[f'6<#^cd5tl3K]Z-;F/T741H`;$AP#>p)FGMa
+ )Dpg#/PR.k:,#sL3`SujPa5)s+gA?G6aZMd9P]o9-+_W.:PC4INJ:>ac3,h4LC%:PrF]6?M
+ kM_0dok7&'k5hgA(EN!cn/eZ!9M[HN*/L):l#u`j_WM]4kYO):u`s#q"dr)&PGuYb@K[24V
+ Z)!7QfKC5P0o@<>ec+0iYQ+eAWD/[<tY!PZ7Q>cQ.L8,a[%;$s4b1<E,EubkK5si74*sfQA
+ Uak[T7t@YXAm#FKmA9t&eshk>1Ua+VuG'p)Pr]%b0S=XB&nQ'9sN^T.'Q2sf@T?'eeRR+(.
+ ,_Grj(]l2:=SQ?76<()RGoq5ALFV6i.:6g#VolrV?Gt[fMh%E1SgM^8:4ONecg68C6'n=r;
+ P1mKE>0S<p2"oYgQs0@<fPTI!'G5lNEM\J.L>[;27DN4ej1$\NgZ+/nmCQ\I]\\(KWh$iS;
+ chgEl`JstJ\//A4dY$uQW]ji6>Me(Hmi6FMqQq.:/,b.<M.ZMbM!Qt=(Eu-c$.[6Gg="!>o
+ fct/FM=Vn(NKGi"`7`D"Ci;C/m[Cg>.D3ABN`M>[?Hri/?P?E+7b+8-UIsL"L2GJ9?X<lsU
+ )0Mg^RkW5`.\k[?pE?B,bo`TgZh`EW$J@?Op@a;kF<B&;qqfo>LY*=uR-0inICc961&V/j,
+ ;FC0I?=sY$@il'XBp0@hphqc[`BrTMEs&[Zhi"X,f,1'^S`ncXXh5'aM]AH^jh-KG*gE$^^
+ @TVKd.#"%'"itY<Eh;6]46+,X@3ueL*Y[L5']EXgj:WPCFlhJg4QJhG<QKV[(*$RK8)F4cf
+ $bu$AT'?+SDQcVgmmJ2XnU=^pl[N]hlMi-%Og5bH6c68f=V=;mF7U/IN'TaYasCr/d+YK<T
+ %0;7a;7Q"ps<hq;Z?#@s2:8-ldq3B*AQV#=Kapr^>mkj($q5@5YW,*^F>GC?EBEA1eLR%N+
+ >WDkT^I`?66SVB'3-F50HoA?I$-`ZX/69supO2I4KNS]k&]q8h*]?aZ\@2:1GPe6hR*htfl
+ O%P:Q]nj\XC=:R%;*\eC!1/+8p\"6o;p'G50@-GU>!Bgc`n8VBdMWY2*e_Y!%j6:0Q5j:aR
+ ktZ&T(2`#ZDeTuSSYT,<i#m_EBBM1Ce'/A8>_QVr6K/\/?WiP$2>:QJ>j&M;g*S/0egHXsI
+ ]RuIeBBc!hH!!U/D?,:ipML,*X"Nq>NO,4A_o5SmU,9;.-SrbCK=hni(f"l3!KY+#)IDWVO
+ ;5,gM%uNj7\c(k*9`UCh\',B'YB@^;?R=RK>;;C"@B:L36Y#iDC)WjO,pKL*GMhP38[7bH2
+ TD`Qd;C;W#][C6bZ2VL`KjJni:W^m8,2/88kkC>GH7`l84^Nj;jnMf$H>lV?9u,X@)BhZ@#
+ CKlCo7=FF\f_eqk<ld!=\0l6)dkNhR"C\ZoU%I324jR0k&LVpt1GZY09`U="&Y4eHt7`fBS
+ EGVYfm(F-Mb;*W3k\TMSAKE4+^!H'T)sn[rD(NNj4k*jLKB8,H9O9C6Xat>DLM2Fr<GdH<G
+ 22CG&ae_gmH[=1pBn9`('PglKLF.A0R?5Ym-t2?mTo,DhWaPgl#B/(DQR;a^C]pTIlQ@<[D
+ ).sAaaGY*ne!Ch`6Y^R?-VR'P]7GjRY+c<R"ubcg#]N<47:_SlKGFs&[ePD.V=<,W]m!;f.
+ P"D3g!b<aK9+#BL)WAg[lBY7#4I$?JIB!8($N3&63GCka?Z#E,p.Ilb(]&_71"nP9hdO$:^
+ A($%:ho=%#OC7^4M1bqiFCgS.&7@WIa*q)hsAF?5Rrlr+E,B'0Nn#e'W\bGZ,<:AZoEde"/
+ N`^=n=n8_uo"Kju[fko[ghj>+kc\.5cSBP[=7\@Uo1n0DfV^[aBP@]<FqYY_`^=h!5BG^mp
+ -]pC"KV/2@J57^WUMpEQUPG=C@l'Jghod%Nd($mGk)=hmqM+Q:!E'c8G(3S>"V0NbAC^k/+
+ $']C=cDW:BKPdY\8Kio&TOcp'>VeJ+/eTlVCf-5D&YW[Y@:2#0:2-+F%cgB_[1`p+39<5<a
+ >$AU(iQG&5ZOIu*mi@KZsH#6/IYY&s+K7c_!O6C.6#<M&pq8jD2WpHHo9e^!gDVtBD,?fuW
+ U%TUpEK&qI38RBtM"k[Cq/GI[pomMM_AQSX2MY4H0FiReaVh9;uhZ:%:"Ft-?+EOB_O8B)f
+ ?<369%[6\6ZhVSJa1mVdhi@RE[uU5Rbk`jc-1:KP*qnKV>_eVE5B#nt8bX*gq3IlLc^SS1S
+ Dol2kQO\)L0%I6Tl:LDpTH)\B*5V]='.rGqJKX9IZ*m6WG>ReI2As\W!n@3A&0R/KnsW3l[
+ O8:f<k"Oj5d*72mn!&Ac97-qd^Q@GM%?5m"ENP-NINNY/]oEZL!$`:+*_ccb=4n^Md2hEZV
+ #pIXCu?Rd[.sC59c"+.i-He9lHhE#0ubIb4/1LN:s$I*[95&'i3#W9+W<qR?;#QSSXj:khM
+ %1n\E889o9LJ3Vsg3$]7K#D>EP:q1$o*=mro@So+\<\5,H7Uo<*jE<[.O@Wn[34!#d4),Kq
+ &t*")=YH+8A[=CMdUb;+8tP3s)uT[bT26p-)C5lQ6DRIm1jW.[R89[/C"4\e:9@Nt<@_'qh
+ .F3)Y?5SK3sCedA[GV-<bl9DgL>FJ_pb$]f'.CJhJTJQM/#V3^gM+`4=1jRLW!YA=M.7oY3
+ 5q^Qf&!Uq^IiRjmuWFk$pQD?N>,X/Imh9V:92Z8CdF;>HHFmFrN=<YA0'OmWR>m*_Ugohsb
+ jF4pFOa`oJfJr2rgH#`n(h3W1"s:Sn:cYWEl.cYpMQm"(<.%i:GMjn*is?>jJSgZnt:r[\S
+ PfB)a7!YR%+fCS_8^^p>9"Met*K*"=-1_9eQ:co[$6-tQ6#Q[b<.U^-_bUj:A&82hNQr*]J
+ &4BAH8JB$^9MH6i!+@9a7F?cq(rh].?3\F>ab:^)ER]7R(ifb48k:]_LE`*nE@W<VE`AGSa
+ jP,M--Bg>X"2>UbcFH1Ep+St9Ch_b#SP-&aYQVs4Ol:4TSY:1:"+dQ36m_Xls^#pI.KHr;s
+ a<EJjdQI5u9BY%78F7R4r*t<+Qk8dM.*F$54a<.8*RG]erL4Pf5d[e+DiS9%7H)92j?*8W!
+ lh7Q"=M<OI6d=OrakD->H_BJ*#He_,m#PpUJhB,kP%k'SnL9pK;CQ>N1*g(o[DOWVXVP'!:
+ *M26'bUI\k,0$De]EN_sfHF9m,:!n*cpMJH)?'g!$Gi"d@m<RR_XmphqMi-\;?l':VE\D4q
+ Vh<qF:)/KAQu3pY(1ug`"MARU/C*8Aq`</8NBTDQZE9<tOlT6#FPJg#7TAC/NYYgX3R2MQk
+ %9X[V45',_nPPORG51EBFeF$pZRYgm.rpb5*#]Yg2<;W_/NGO"N!uaXfB5le2seu:qTl5`>
+ \q_Z,L^aA[CaNN.2pdOmIE?8Ge@&.*9*&Tt<ope?LNB;P_.DbZkS.1iSs)cT9?V:D#S4Hu/
+ c%:_V@cajBs^'1l'Vbp1H^*:5i6<':[D<)hCL8^^Z\9l&9\4`+P5Fqrpi?3u=JVG3M71!k6
+ =3.HA6p`9s"iV86Qk'\>*0sl'0jftm&'aAlTB,-%i@=ihC&$c1?fB)VmqqhkUnbaIV`U`sL
+ 5Lo@RT)JWTrZ9Vl^+\=rmJHo*ch789jr)6&!/`F>0F`t+;`r+Y6QTbbc&t?38o5G=-\>%'$
+ 62E^bZUu&3R$HO1RL;NNrqOu/IiCM-qr#l9IXZeXSK6q"Oj&k:hji9WZ\aQK]0OECT)7oN#
+ 'ACgC-AaLnV2NB$h3[>Af9P/L*[7i=h@VFDgVC]XPt`hVuG%E%-Mo3!Tk]*%YK;C#1ST(sM
+ %\CR0rT<C8dVgu];dTT2cr3]\W_*Si8l<3EMj3k5+RQ)h/kWq&FVTf=dDOL,q#ON3COn35a
+ jOciU;8kE+X2MZhV&48-k"&W/V_-!WRY>.tY(TR/cP67('`U4D[f(r`iYEi)+>"]0=/EOOP
+ QP/Y[^A1h`j]'&BO4$Zp=cG/u7*1Ue9QcC]2PT+S)OaSo"L8?9"5n"KAC*e`1:SgWk6)Wl:
+ hgJ8=?d(""<qK?Q5!*If[?Hl9857J(dhD<4kdh6T.ohb28hKd+rp]W&JcV<<n,l5A4h^n/g
+ nV-nO)<JIA/H%^dZnb(S_+?N%QS8;:cI"*.8uiMBXpgG;U?h6_'1Ac9"qU7ii[3WfOFeRSu
+ .P+Xt?^Vc!d1M:%>!`PC(?@r-8u&b@7p<Cs/i/uD<tN^!\Dg`9g:?&a\-1MXU+PZ!e28nY7
+ V.g3Y7ZKe_gRa!K94_:`1Y-h<adeerf@@0snR`nBn?0fITY>sqK%KYQP_(_Dt'1Ti(@kT]U
+ 6joJ\3lXH7]*.'"Odn+?b!G5QA^5tnZU]``cHA@`B8rU=E4UA&aD#AIS2m3Y@NO7Q4V4OqZ
+ %u?lg/*]E6CW=BTs7(C74=uJBUi2![gg/NRuKnm4W]Qb16GH<!D.0Z`/XD\l;Gg-9('WDV@
+ hgW8,Km`A/4($1'uWmCWfLC3*1CBKPM'KdQNB9I(i\-qHm,Q5?=`&*<XAEN+'F/KiF_0<GJ
+ UC4:QjQ)prtPT"/7["'Fl;Cr/'A$"7'fL%(ZO_SqOB=$/WuJ-C,1fT-YS>YP+:<U^3eOChT
+ tVdYtJ$C]1fCh$Qib3XDdZ;Z1<:,k%jm)>9';kkO3X$8\J"RVclZ5$P:SN\Vn276BJI9Pn6
+ Q0jh<[MI.5>?9':ErnA2F>5#pl[%Bi#&/up>;f?:O`Be`*6qEIk@[jB8FDJdcUpt!h0N?IB
+ oUin=+<PBj`Ph?76>Zr0(Wc"b9;To9m4BUBb""U4I/GadopZb5@M=("IRUW_%9_.0NKXf`i
+ .D`VZ^C%?%MKN?`ojD&!JOfL@rP'f/RPOCYa9>p"<oo\:\6'X@9%17`j=f/AK^(N%5*e0%s
+ FJ)<2rA@k:joZ.S&SA%fR;/?Ij$f`^X%>;q^(7Rq.CM^?6nl'(;=n]Ejj.Dr.^Q*S^2b@me
+ ,:e\cE)d[%4=dk+74OnCl?,Y!_%ZPGWgN'fWB=YK0kgE#V8orj=j&u5FkUcl$1c7/O0!b"\
+ Y"a1e7ZQRt(_"K)L+A"7LDaTXAe'sa56pc0fpqN&F4)U"S`$%niD-'2^5]/(7]bhM[fbpn&
+ VDs<`F)m,?Ygdaeb05MlJ6*U99"_VHN_1;r;3dC?Hpe$aS[-R>Zm%\Vi0]&M;"i%)f;*d[g
+ gVFg\CZ[*,WaRcDKcq40'XfIG8GEL@F&F6[IJ!XUfX,>4P4BIc]=&^[9X@DL%k+n:*U<]a"
+ tk*fi>O)k"XX7i(c#kDX`D2kPMMT&]Q^<Ur@kaKGf)jJr*AkhggWD_E[ZrsRcebZGeg!8A8
+ ?8k2j@ch%-inf<A<I6=4Q(<+qZeR5FWIDMEI\mOF\4WC9t?C3NpL:-tXZ`80)[JTuJn`t\N
+ pjYVmfDf2d>TJmhs53bSlL)Cfr!f?G)c#8/cK(FslN(nmmchOU7Tf,]^rT>#go8fm9/t`\$
+ Nk45"0@gY.Hp;=j?ZQ[hMeW-lX'.!p<,*=T[,7pmKC!o#mP,io?IuCn8R@1hXn$so^(q'mO
+ F361:h?_p+6.8DELh!$MOm>pMY/O07`/&HME=-$BKq'i&VOfO:!EN&tu$>Tr8u_kiYbC%'[
+ ra`Jbl^6lQ0T$kNaLJPI*/]aetm%^3VWcc#'D`mml/l-IfC9L/Q[m1=4%&?k1,d0UBId/O[
+ XlnA/CnKAN",_"\X)$.N0O:K8?k3c%_Z#-r`lu`?sp=q+=!iaEH%#k@M#i-"%"2i.^$0q^g
+ k6.t-"UqX>EH).Y>o.5ci"0;f:'U<M#mSS)oI^pb8i4(s9]BtgcL4f[$`*IBM$VM-j%tia0
+ UE_-!t"BhpQ23jmsPPj`<rll$K7$?_3bZ4HlG@F)^3WLKoZjdjW7khk<Z$eU$<7b6ja0h"X
+ -PWZ2GdWrua'!%Zp-%ndPF-pCC.=l-'GEn+@kKlOZo*,-_jp1,1!$1Eu(0Xth:8X?p=Bkp1
+ :@,c.:MiM[aV+u4-pmI1b.;*'9u5jo7-!Y?XGNr[6U:hOcL-`BfUYWgn6K`lFPL<EX$d;3S
+ o,:RH>(QU-ad\,MQJBY9Oo9"j=:iR?@8Js7Kc;9!@n:HX]L8?S]p$,a"mqE_;R#ga-)mR3d
+ 0uG!9`uNOj/mri;@@duQMAsBL*!+dhZ;!#,ar[8M+/+!#@GVOrPT1ft('16R_3lF/#;U<'1
+ 9q8tdM"DL(Cr;^&#huA&+_V(_'5%&1pT%snhi9\9^<9.,P!,mo*%$.AN"!a(K1/3_'Bjp1@
+ >c]RdI?\P%M!376#=+'WoIG&pAqJ<B4l[h2IgOD\U>%;^gs3.4P95174^g>&;M=[a8KWOD+
+ 6iCHQ>\.k?Go$]c0%Gq8;3)A/R:d`/+]bq,\W/I_pXo$l`_\E'sS5G`WXZK4>,ks/(H")<2
+ h:1+T@NZ6qf)o:1?lf0mf,d0sb)St2MTe[O[c3p=j)ZX'+;^"OP9enOq6rPZmP9huj1EdDh
+ +gX*)F$0C1AMd=k,&(=?;c,DoF[n967gWrgZtW&[LEohH8@4@IiZ]9ae/i!W;R:O''7.Z^I
+ nFRc!QZK4X!Ka,JL<0Igsj!-F."DnfdIN*['GH&:Dl3O=Pi]&LXWM&o<g%:><B*<46dbI0o
+ %lMdhpCu4UO,29^*FRlRXY?4u&s!EN;:,Bc@`U;6OskZhZ3@=$RH);RIq\^bht>1)T[C;da
+ q*!9b8.\u9&gdc'Xd'i9-,/ft*pW^,hd_7U"j?j.67<g60VoL2gq9364,7.kss1fmd9?U`8
+ )r6mqW&(sGEG=U2M=gWNYeX0\XJQW;12AK.oos$hL`mXom'Hr`5mAW].'dbJM3&Ieml+]kc
+ `>$G?!qa6$<T,sc>X($<">ck1;/#LLg@>s:4"i$X<WO[(?FMK-4;+[PeFa$QppdPP#?:c!e
+ (G!?h$?lS/<plXk<hGY5qR7?5>p<IoDJ@U-U<th;V"J8<BF,[<E#2b;d`iETpQ5HF;k6')<
+ &XR6-:5LjR"h2B;5AEMZ+=QQ4??l#IS2F[ZDAlD/"0W=#QUNPYFS)V*u!r=B&EGo/Ton+%C
+ CP1c%^+p;'oj`EF&!,B]nRWEEEUI;O/\*_MA5@#>\9UF!A5'5ajVFK$TdXP:(:-IGCXFkD>
+ QP=uNFE2h`$8``Xt'hoG59h_TpFPC0QqF.gohpr!gPjJZU%_)-F(phIqPl/fb+"PkF4gX$T
+ Ml>Yll!k2b@nL<0e+1lZ5>jC.G-IlTpMj`qF_*I6GIMirF:9#\K6T)U(uTu\_4V9\6ki!0)
+ :XrndgL$$efKU.)(YGK+jLO*JfB5^'qq?)p0i=LR=&)XAepeK<g.q(D/&ZcIC?%To-nG*X_
+ TeMWqDEi%`<)Ua)!ZWIs:j@YN'HkKb;gkH<:W,nKK&Jn-f>8)V)ZAfHFLaWr]M?>njV`no8
+ V"LL&Om?8i=5%hW-Q@p\Is?T0&0pEO]uFDOmaM&.d]QSOEIn=gQ!@95Xef0YEo\oAK0N>2b
+ B'b&ER&VtX8;0QAW[p^kPp<bcc/ep$`31h2BIq?-hGY3C/Gd!#bXc$RL'>]h;(VC3NJ/a%n
+ )I^i,@EKWI!J(d]0VSC_iS5KsU)dY7'#9kMTrT:Y9kG7:I!<Jhq#-:5bE+[5I5qabetJ3`H
+ [YYGIT0O#Qg&to#=pfHJ/A$Ep]$Ep/P#@pP&@+5=P8p!7-Dj;&+]H.(@+R.md><GDceGJ<3
+ ZKa0KHMN?+1#NoY["Pa+OgjKM,$mPG\Q3O`D%PKm6U)nspS=l#RK8L0$:X(HX,W(RemT.s'
+ 0pAFG;O+,B8;FZ(b+QW]-kP4lDJS>C4'(n"9'CPk.*A@SO]fW066[>Pm2Ss0X$)=O1J"eOX
+ g=<OuL+U'T/:)bA,H,8XBq*qP2gl^QS*9#ljX4k=^]F!6["a!3:_+5GgqkJE3US4*NR0AZi
+ #EX3=I2Yh-pXuB''7Lj&Ok-_!&f6^3\mUpVP?Mge3cU@0FC"YFVJ#(B\eD#'K]g07N7(cdF
+ i<^6o1F/MK!tQ.n0`iEO-\;1-^f+0eB%ft@@-PCQoIdrfMS_/-(*ALEn1D%=COi=B428^Xg
+ tD93NWO17u*F(@TQ>V=h\s$=.Be4S5qRl2E@<D6(M(qG?N\)aUas>'qTaiT">r6=n/,2-*f
+ T\"-Bpr_3)&-J/Q/4(Ep!o!KnE'5eWkAJ+ZNqg4j"uFrqlf*9#rmOk^L6Q5hU6)^'Cf)DS!
+ j1UfGk[sNP4=uE)/6+D50\@P%hR1H+&f9'6:O`m_#P:p\FkA*hU'nFYr)*LI#CSs43VgGtd
+ qn+F_H[cGePT*Q6qp<94GT7m^J2;>53EJ/M>?nW2WUkt4G6+^f"feY^K@Il@2\W6;JT85S3
+ k:)SR`RWN>0H\ITj#npNXJWDh1jY@LDo/kHKS`Ul\F%=Y8P$kqY.ohr4A>[SC_>V;8%/+eZ
+ esS*4m#Y(OMb.+0h:aZ5d\b>;=/[0?8Dqa."dk+clgM5T(\lg&Sfu@/Ll#^_=(3(=N+!.@S
+ 44,J>9;NPWP8qALDT=rh#m)?IrnJ\2=[S-A)M"M-D5_3`Cde]dsE\/Te>gOH]%L!G!/cC.8
+ 5g.Ah;ooU6iC-/&MZs0B\@/V%JVq/Oa>J&9E_9lK)d@81g43OQBWR?2C^7h_P!(`4B?+r(&
+ WG_*glQ;EDHbThFK3G7,R]V5@<8D][-oVl%3kN1r^T9$WR/Lm'ZCdP0@@=^WRJPTk\8OM-0
+ 8EAN_blo+fss9bo8$X?/D"-f3rpp<;$n6Jd@=FG*O3TZho8k@gUqIE]-j3JFiV2;gjFSZ>_
+ 1]odG85nh-J_JiK+1N6lA79'qq9-p_jVCKH#IT)54t^_5nX8?t*>D*^R.RiTqSYmeP6TH3*
+ j]J`%U.PeUX;)r]Q0!RMDB3"BN.$TgHUc<peA=9O1E)1G0<hFlr/<TQDIbrjb*IU2(udEVZ
+ )c9$6qRu,G&O3[`KI,+Il]:5X$Tt1#*+Pd:6gTf,G\%@&-d=.YN^7e^.+6c+']\P+'riiA.
+ 'H]ShH9F3='W':K4he>M^>2;Z1Q@^)/XGl^^X,!V"7a/rRrOR'ESA5ieD7r#<P`ae_6TnF[
+ -uVfX4SCB:VDL%S2-l;2k,1V:q`1+\\j5OSr\7lYT9U==IWiLZ.ek*Sj,BX4D3F$ZeQWoZ5
+ q31hbi4Cg"kOgh&YDU^L-[thtDP.p0]uriKO!8F8#Z'>JOtg+eAuL8d`CP)W8dZIQ/:?"#5
+ 27*1@uiiE3*GCG3MY*5UZ]_;lM2`#EDG*%`n=@J=DCpb4=>+2Qm6s3;]pf(to>*u$7ITqIg
+ IM>G&40`buAeq>&02+'YF=Fg)f%#4S_K%qt2Rfq9::k#Q\M\OCO)Ms^mMT$dV72mj:*0&!L
+ &c!,e8Kj8<`2Z:3VH5759BFTq1s0LTRE_V8EAEfI4.abGe/AJZ:ILs6.("jp,Z,/NZRPPcF
+ \\VB'\05mb.VPr>H>)Gp(]H:a'rY<PkKGuU=F+h>6T2>M`0a><Z2/O6DstYI(eEV(]5$F$%
+ ]tOnCX5bh!cP<T>aq1N^G+Xb%:-hS@32fS'P_h)9iqH8"n@Fo\,igY>MCOCN^WpQFgk9g?e
+ OfS]:,:^"mV8D^1Wr'o1ghGo2QC)9.dj5PcBAQVXU2lZN(FT%@nkh=#Rc*Zl2ZalW,>r>qS
+ 4YM&=;Hi>*/Qd;c/IQpMaQFHr4^A^@Cli-p70C/sO5gVn,"[MP?"@ea)F<Ln+0Vg'(([uN#
+ 7`/'`1CSeEEISNf;%,r.7'T%,!^nbJ<>J$nFCG:`nPj3?`j*I#)h=`0JK@>/m!g0L1$B$:(
+ _SZf,KV]OQR>@&KUXC3i&m&MQkI'<.naIS&4i0DoYE3)1F1!oJMTF:@*K?ieM[FRPh.n?'9
+ qfD:@j8V4O7UJofg]cn.nT_<##^*d'Q4P78VKF'1U>V@45P^1n>pb;Y7@B#1HQ1Kh^%Gm6=
+ G\L)i3Ne<Mmi<)eBf.Ugl8I9frUFd62:f%%Tl>Lum"FpF2\eU_)[2C4,eJcr?8A6Dr-QY0I
+ 0JVXSpp6DUkg:"u(CP#T`\7/[o"hSbYjMf5^!`pu$F53FV0OikIIGK-SGEpqj'.,="I,>aj
+ qgMoHh?/78=9'k!@)af2Kja[aM@1(e2BRb7(mZ\0@ecNNMdok>/kq_cp-Fc#3@77[(r4-UP
+ iWc`>F&jYaZ*em3M'fNB)/lVRcet9H'nb&l&VKN=q6=_BY"I.V!2JTQ)<f7G+qa")HNi:lF
+ P!=WIoloOfiKRm_?#C3p8Z2m,gd^[-\f/3`#-)IbhMOH^<_''BW'Y]^Hfjqn@"283Tjh4<F
+ aDE;VX._XW"D)8cR\$'WGN>`U4i"m\r<AqgILS.d,U#sr3F4Wd,@FFb&Re<sTL>LdlpB49D
+ 84f;nMG3HteMt^pEHBIsD5D"om$#ba]G_sjijX1A?L7e;,(S7H!C1"!@qWaEOW[l6\\upDG
+ 2o;luCNA%uI&h#I\Lf>Co&[D75Mu9c/0c"P2i[k/r-rShqu&bBq#B7d!J$75"$egV!FS;'I
+ tn<h5<%O(@"\&2V`afAGVKD1e/O%%Fq6n65mUm5,D;.h71>m,!79F$5VTSM6M(p"&6]f8:t
+ ?OPF>eoJbWA1jD%iX7JIg-H/Vo5",,6DcNM9<2M.l9#,RC')idt'cM*<Dc33\QDdTB/)DCq
+ _b`>E(d@86!t1FCW<SE!R_:9"(K-j\b'`X7`dMCprgq!atV_Ng1Em7Jic5p0\>UK$e!<Cg\
+ %XCP59O_WEQ8G.A6<U.GaM\\pdFeZ4nA=H_;Bkp<5ZR?UCj'4*`;D$GJ.T]lU?Alg)9%Dk8
+ jc]\1C_Br+2AX/3Cq3s_DI5,TI`EcK&nJ)$@n]oib2uVTR;BR%Ze;"sVMdX,N7"E-8[1/,)
+ cCDAG&B/aXZ0M.ibM8?F#H&(fc+2^D6:(O2]:Q0-]<.e%Jd]`G4adaD#9i'ouBl&.6q./"*
+ 1a_A@ctZ6<u/NFUlQL4'E]lk``5p%do5%=+NhHr>TuLD<$frNCY*`bbT?Gk<0_[o:DXJV3J
+ 'Y'h>T(?Lus"%s5*UGK!;"Hfq;FTX[1jRepKVoVcmH_7sY$!bt_,WK8U-<4\]#C5#Td<E?'
+ KHBeT42+3%=E98/(93>sEA#tr]ZW;D">&.,R49ETA%^6e:iF2eA<Rr#)(i^"H[<dV9p)P<t
+ KSjRS8?e3t,"1/t'+r/\Z&q0k`HraCXHZkG[T5"`FKZP11h*e2Ou(*[d$s'!G`@R.2odFEC
+ #cn-Nn1X$W4;c&A*pR`C51Im#n_&c4H-b43^u[Y+XEk:Qai2\@EGR4-<<g3PW(Ktb%m\"DN
+ q)bCT?\mWF3DNIG1!rG$82ID_CJm]"F3g@,?0[H=e*:AFh#=bfes$R<6olP=k^H<cp<h7+o
+ =rIAgNHT/eS>j..#&FZ'!L4"#1YSldk]cPc,'B<-9Le+/#t>Ur)g'aDQN:4uHd'o2"D&B'r
+ s'0E3IMB14cUU[cK4?>bukm\n`FHi1kHuS^![4]L1nsMYBJP@m71OPGJZW#YA:FZBg0,8CQ
+ <RZk(.`GGgR85>E>d9PLelU%?B.dce=&uV]A#n,i$J*GKRWDMFc'c%"B)LS5L4JP1@!RQ01
+ ^8Qt^3YNVm_$Gpr=:FWK@#FO_aJ>R@Zf2tM:"f5B_s6SClXZNQ<Gpfb;EoheY(BWI5BS?5o
+ VCLEOAiYelr#L*j(^4[W1lla=D0Poot;4f(MT!H\&>;'#qGmo&EuC3HD9EU=bf%;s\:p.^$
+ J8?'f<mh76g8Y7B%8;Y'A7CXm_a?JAt6\msUojg\o=cbB/)r,-e^IdbhbRhtp>?jXldB.Hu
+ te#.P#Sah=$IL_ro6OD(us+W5B"2`>*%cP\F61GHn`"Xj<i`[SF?)B'FfVi@jqDlPMDDL7>
+ f8ig'F%Tc)4f+ts+7aWbOX[CiV\p;;;s]bF11Tar\W\D2Co*K/em7I,K:_\KIF*9F6g*q<0
+ lpZ`c-/(Yc94+aFT.u`HC%RqLN%<q61PK,j`AajgHJ]A_4T)fJ*`9g6GslRU3&PPd@IXOf\
+ IS'FJ!W[H;@2eM_1fQet06,Io+ip!NA0qEn(();d/QkicU<?ee[:KgSJ%k]U$(ZITGKEmkC
+ t(#FemU1XBlAVm7q@b4Lk'B6o!"[(TJtg:L_D0^Z45G3?0chURhX46&,@2nRkShf\hpiUD&
+ ?!T$ofXl+\k^%^.%hk)fQE"AXq\1[p[HkV.k^TiRnf*pX<GDTcm.JQH3)Z6+;O(09ZN6,Zi
+ `h0`&If;p".;('M"[=1$^[I;qH!eZU^p^6VRm7@WW]8#0/"o3aU-LgE5YMAI6jGtZgH%Em5
+ SGq("00/L$p`#G5hli7kk,1jI>@#="fQ1Ij0-&Z]JK0p3t">?CI#L"(b?W6_3uXV;n"T!\3
+ #>S1o)0:dn<"'bIcM'/G$Tm.o&2(,V;C"[4>4h4=7I'`AMBp]OP$UHn-I8>=-NV2:CHr]3`
+ /!@6ERY_]%Z#$o9N2A]%.,4[WkYMq17BC.!Q#2R;nW)f7sSff&/84gT,kb4r[1F?So(4p,s
+ TgYk)4il"H0\#`%_@sk1aI_Kg2^6D5DUOk\*9IL#/`7`5GgP2sHn&5Zj72tbVWSTiq(I^XJ
+ 3:$5sqt;Hp*CYhK^Q_nVnsDkX+LtGK^YE-Ee!Ro:!'hN43P1fsHj7B>A4A[m7Pn^H9P0:N#
+ sb;#.eBN&oP6q/CduWc7b]d'BP%J^'a=LL5s%9HA9/<`(V;48X;#h%"<&gB)RN`g/6bY2as
+ Y$\HonDP41`Y;m!h>@^,5-%_Fq\]<.d%H3PojT6?u'fMcN0G.Q+#Y/^,e(\QD2ZN$OoH8DG
+ pX"4+k0A&CCU4Y/H,1cE6[HUF$_6]$?2UmDp74?]4&-6tarX?Ob<E^U>,6j%PL.s3N36bWr
+ g8fU=0Z?/K^U`1jU\(c>LX6@L.lH5&Z\2/fVj+TnuL+$k8^@\P+UPhPko#4;-0n`TN/6Bf3
+ ONU:[b?S5cXBZgj?,+1V3Gc8^4C>XX@)/:@WpF37FMC:M^W(Z;9FSd3""Zp#^!'(C7]^K$C
+ r]4sa@qQ7%iAUX#^69B=%=45+a^Ia40cVDFZV]'4&jW?PT-\tHTR,*a4)0T@OoL[+@6`8a;
+ !>AFFl@YKMBQJaB[RgFGD_Wg.7.A_Rml[ZcT?I/[a@eaP'<G%-JncO3W]GcC8@QAEufKBI.
+ HEa^je\HoeGVR*Q1'Y@DLs.Up*0S/D0q6khmS,XOmeTZS55at%e\9*Q>OV9d8ob&cf>SGtd
+ [WmD0T`:X0P'Wt7oM+&qP9+;(RjAn""ZbLQ#`K[c'C\^2iqFccQbH,$blCQ2CC!4sR^b!@H
+ *5bW2'N$Fs;*>YQPf-E6&<%UK9V!)!XW(-N*'h;WLOa^PH-o=7Y0?8V9a)^l"EqC>GJTfua
+ .1YqeCRTGerk^=42`8^r#ne9,;f8F_G&cV3Bg1(L/%<u6BpER*8sX;a2k;c8BTl-lcdH20[
+ knRcBL'*'Ji<,49d(t2LOo@m$5lg3_pHX]qh,bjRcD6ohT-f8_K`Xr1>oaTY;=`6rO+^UZB
+ b.UefL;7%8\PjJYlPWC58;5.q$?`3.WR"?;pTeQ[sN<EDg4o?/[c:lJK!;isn]lVPN):t/c
+ >lC?5kp+gJ%bYe2Zm1r_c'\5\gem2ifCS0"&@F9T*;4S]XX_UtNCf\[k#FKoEi%"tmC/P/;
+ dN$S'9G^D<,L%ecdTh&qCjM6r-qDHOd[RknPq,B6JBb]'6<Z@t"b/X'0uAm*;_uHbSM\VTK
+ HsPU8AsW=I#bWM3`Dk:8I[f(/Npd95>L<)]mW/l*C7f34uW(%:Intk>t-b8pJc80<0=$'PB
+ k)NjN9&J2q:VjNDD`l:g)%?5/aL%/5K8?TI>3l34/t@J`+n%o[TbE:o1$h`3n.F>g&D35Lg
+ 64naoZ^@Tpjj<]+FAm:KPpB3P8=>6rVWKrnArC0&lm>@"[AD7:#UIh$ur#!d,t%<5)7]LPu
+ 84#M-#>^0KL_cL:nf5nK(NPe'DH99Aua9=-MCa7BaaAVAX=8ahiKn.slJlj$M8=_V#SV=r:
+ L9<+`c?4rV"R8pulU`OJ=M*))?&YV^5WsN]?($XS$ZK5goN='-4nV<@I7UR7QW1)ShAUH<S
+ GV!?#2-S7=k-?Y/?;brXPSq9722n.*)d-f=5#'d>!j1];tj;"$GVR*bC/qbSR1$P?d$Ds><
+ VZfmB0Y6Y[<Cb?_+K0PQk>LBhR!`gO9'.mJgPlC^$JLLL:B%*P9oJYu`auf0gHR9=8";`EX
+ T9=-a1ES]&sQHSjQ+68a0^/]h)\KjbG5c2BD&b_XOrK?c@i>l?S0IMX93dE[ARfTjq<V:<1
+ 1el1\^@G>MPN:5T!O/<B@:G(?hrC,Pt6/CrT</$WID+[Tpi_QXG=enVQD<2`@k$DW^\4rT%
+ Q([!'&mhl&?Ht<!(%*,2=#$iH7?+2o?)TLV?;$RU3IMFq?2W90`R-".hkg3[mQP.[4j5nEj
+ 1Y/Eh>Q796tB%]A6`mS^ikL3'cQG`?pkaah?@:tdG+p2a..E@`HTR,GZ'P/dZf1)NQ'/6%G
+ Z>_i:VOsoRu#%au*34aF,kH[M2h"aPg,Vc;#/2$X_AI0jQ9kfUS)_]@0O!PZZLJ:@4'/[?"
+ c"4\mq%_tB1%7O2,0G$/-g=af5XZfOuq7p\T\eF%?)^+@49S`8@Rip2?Yrc_@QY[]9P<K8l
+ 7(,XnHVH(>">(,u%KjNXp3Qn)(>/im%ebA,75A3MOBMO:q=Ogcu4A8L;jCX9_Y)?u*2@#%c
+ LY+'[LhYqA9'H\sA@0_<mS)P[[UeIKAGmle'uS:F;W,Pngg)I*V@KA-&'-Y2i=\62,!F`1`
+ T=ai=A4V2@pJ-e?X\l<iLZo0()kK#eR?I.iRVT!jk+0_+6J$S2VoV'5&+4ACLT@&i`gQfh3
+ M@W-qZAV?8HtA'7WW'\7[teVq,uEeojId0P>f6?G0BPSYJh)HI.to7>(AFApr]_Ib!;)Z6"
+ Oqc@T_iK4EJekZ5iBT$(ejb)F>rA1V/&Sr@Lbcts9?+T8g*pdPHiE<%F!_+hT,%L$Pu^J[L
+ CADU)0?3s-9QgMpH@(J#USdeqII,'HWATc,Zk2T^T=kq#i;`:=$hP+9K?<Cb#>o$gML8N&k
+ @QbcB=LP3]`iF"TQKlA(@LfO"(2;bTYMqF'lNs-E_JAHpi*q,%CKC9c7Od1X.d%k_:[W=?T
+ )S&UK58&PCXlDE'r#?-":6Ej^Ku9R-8ic6_mq\Dg5\.ak/O#?a6_krCmN:]^<H*H%ri#pm,
+ !?#-I6NN'QHn`EEMjf#]YWE%$mdAA>YL;0%a^Sg#U_L;J)5*r__buhHX(#AObTck2B%S<ph
+ SBDEN[/``ce/'5hV;DL9N7D:!0k3)4l^Ae[#cIdLm1A)YSuD["b](2%P51hMcNmnB5>AWq%
+ TQ!O7dlUL^4pA8J-4B128eE6_>%fYdVa424`?BnFX-0f,t^@4n4E*ih0<d_0t2Xls?FIW/D
+ >+8]gYOKjN`YO3s(D(QS:iu_7<dm@$L5>@a(3NDQF^J/ZOE3Iu*sFoB&2tM8:6JiDf\>hY;
+ HFmjD][[dQZ`ZaEXaMh*h$Y6gN#H*mNrKc?Y=CsjL&meXfj0g*aNZ=.sB2So$4('#B+M&;H
+ U*$Ak-l_/ukbV+)`36C>Uo;7?TgbZ#<q)<.;.EQF$%CE:^AXCLVMZh#6CeVfW/.S0%`D?U?
+ s>6gMu"oL)VnoW[srinjD7FF0.nA!1>KPi"BL>,P);2bn>T;=tGqGor/o.KaZ<O$K]QF`3R
+ kDjPT?&;Ta8L%oMY<n>kU>H@34?uI%?%pnL,:jNWomF34UV((?F0PR]Jj^09VAt<sTW$B<S
+ ;_MjLkA%E..V7LS:0/u]:?pX^leOIsHPpdH(GP:CB_*S?G>C$h?'"_pAFjBfpQ"rgL*ghmQ
+ M88u@Z=%L^:*e-kMj5UHlELd'C>KXG5+j#CZi]D`kV.HH9Y+0FDcJB0*lg3b]ptin?5L(mu
+ Hnd13DuKGpe^P0@G8.d.p2Y7\gE;J(K*ufPL=_L<+LF-t.8"cg?.%kqmSVhV)@lg\(lGdZ7
+ jSmpg57V+;\>DB>=4&#e9]WV2W][>1gEc-FsBkfD@mfQXOXQZ$p5Z=13rDWc%TVfPtd[SI+
+ us&riXLUh>)2g:=p6oHDb(VN!rqWhM'GOI\9f>.^mGs9=\W$%18/05N4L-d'1\9p/s+Ag#9
+ Yt2660c1J#=]*iLH9id<7taJ]<1[#:PtP\Oq-:pF16`(,ZZ]=%F#]^cKShZmre!J0;.u2?*
+ @?b<TF"SV\og?3;6!U[ibH/<QWUB@X+Fn51;RG(f^.0n6SM;E[G%aKqfThRVIj*$[nF-knT
+ 5K&0?hW-!rmhcZZ*Es1Gr9J(c;Yn%!Fu[Oih5*fdt-E1RH@!EURtaNW+DBB_8l12Q'EQe*D
+ -[m:O+EZ.a"PgHE:&EP(%FG<>cd"+A#FE;83@7i.B0j`>^;ra/0ddc8!#@I3]+[Fst\45He
+ Q7(!!bH$nIu8#Oo'p3V5Es+eYVoD3lahg`]0p&"`<J'\#n!5MDN#m.oh4:q_/VRbE,Kr?[.
+ 7[MJ\-OE,$]IaPYn;K7p_m'&!&Au:$*+-XH1eSM$;+t)!J<;Bi(If",AK$)PHsI^]n]Z8!a
+ 3h[08!jntLET3O4H1Ka`.<Icag,HJ.*<0mT.7u][&=)KP0nh59@DV2?i^CeK/(TV,gA0j'3
+ Tnib`d/'2pP?\kQI&ID!sG]'AW7D!E6Z1@*g_N!CG.3\/%Z'<)"/t;3ZJL8C=f8+\GTs@45
+ P_'\,!6e(!b?#1PLJKi(gW,u%@%L)i]`<HW.e=4L\u.Ugnn[;0!u<R#7`f<tF0?W]2iKEm[
+ k%?G"%(1!2:!X,cbBA,7tV/"_M\VLNSp<C'`>F,6$DZWtq`aW2^4iqg$`5U>OJlcO@G?o`e
+ 0Oin*[Hi1s=3^MLJqVDIJ7&']$%_$e((l/W3#F/r@AYY!LuI!SM@1(e2D'ksps(mZj4MpKN
+ oW1p/kq_d/l.[B).$=,!uZ8i@qGJ%A!qrpiK'Jk3Q?35kF)<nT]b#EE"*JX5)l@OqG*HTl,
+ G\AUZsmpV5igL^7o.R3nZTsCV&Jd%MRS,a0BHM50^D9],oO6D7b8M\F%66kIQ;XVXM-8)km
+ IGn%8E$^i.:4-,QB=3[)G8.,$>oUKhh1ORcY;,+8#DLG#$:8Q'l+F33+"V=[AM7](:M>,nQ
+ E>tUipX5/*5XfX*7akEh3DfE41/!BV<pWM0;_>$\?Lr(kt6PRO%Y1p_Qq9Jk&d5hc0WTj9)
+ Vm5Oa5/4Mnqk!hsnGD)Z_=@H[]<(@E^L*E&q<nF)"b'gNl2(D:^[_7%?f1\Ys3LZE+2R)'L
+ YuDQ_c7*g=;:m7&g0Qg2@(K`>)L]q'h%9*$mS:uNKJfRK?3`sU[`er&hG>^M%M8TPc5"Q`%
+ =UGI4hB6@$_O)B84d`1FEHMSDi1E:$Ld_-cgn3PVRngnJslo=HoVU>*b#f<DTU8V%cn_W`8
+ Lp.k7B$(=e@K<bh/07MU+aQ6^$DELgR?R+/Ge>0^=[=_YnkUpsIlF^,O3EA"*7\YIU6?4m-
+ ]8/:j4,UA"KllCdNR1UXq>`E2$;2Ij>,fA:LQ"0AfOi`nEb8F!EPEKpRaqeb@`\TuHblUhN
+ 8Q=!(CJ'l?[A:2jAC[NG=DFsa>W)f%g06,AD%cZS2Wj*T>C1^8;]WN\.?rb&@tSbr+i@"LU
+ uNGBeK]a4aj#SjjsK,XS$$:i\^s,,V\>nscB<91Egg"!>jQTn_:LadipA+gZZf@'\@]5$52
+ GIHGg@,`chEN1b\QQnoH&W&EUFj`'Bab-5)2uOb=(QJ'V\Q-N)=mY7B#;Y*^RjWd"gFDBcH
+ P(E!DP)RT2uEAM'b.^6hh;AH.>8dN"o71-ic6!oSJiJ^jW.5tZh6d;0c#ctX"V)O1RO)G,V
+ 43YS<f=&e.$</$/i)8dr3$r[dTLD>+V<Z$4T@NB$98a[g(R#7U^ASm:s\gFAsW2Lo2FGd)m
+ ]L@NE(TZV&N-5+R.s6afX;knTZ*qS?_1s!]A8bW`dQ?,!o,fNZHa;&q5d)+a+=&`@Za)&N8
+ BX;4jGg"!$rTc&R4i=9dhe57[SL*67*R<[ZY%X[ge,2".U!grC%hC->T%<.ji_#@f+qUaaa
+ \?c<5Z8q$KsF<V(o-BFd[;3lcgBV1bRgFR[8HC9mO'ik1nh+dt2M%$-;;m/Er\rWq[8Wh`G
+ bPo:?W4HTQ$6mdK63T8s3W:auP9N%p/'Ts,M7//:_daRp%9JrS0H4+qRM'>iBp$t3BsL%*Y
+ 621r\(!PB4?E>b2bU0o`T4B7:/AhD!S^DLH#AW"KplQ1SY\l5VS:au#K6hLos<(JN:i9!I]
+ =WXE7\t`3pAQPnb5,uKRZWAoQ?\\6*)aiDg=Hi,abI+(P`/MSHCPHE&q4>,uCt2g,enp=&i
+ kDHCq-YEoFg/F5_H<(mSsDO!N`J3_7u[[`A+##UZ3&;(RlP,gA;+?uMb%"l,f)&hPI0[Wel
+ o+YVV)]f[Q8ll8kWf8/`*>5;QAYiR;&\h'XsE1*aQtTQ)sD$`7D&rl>)fKFnOdJ]=2Zl9cL
+ o+Y6bqaPA=]8Hdf:(2=$cVY`rJmV0f+7o@hgQH!cL&[caafT,75%?h],%W!;?;U3&>I/5(U
+ S@G2c8?OpSYjh,f7*8]GrHgb81^>@6(%DZV!i_A-=LH(q:37!7sSe]-;B+<hT5*_1+p-/Wb
+ \/O#a$tIR?:i[=:Jsd:6<195<&`uaIeN5-i*`L4%T.NX&>F9!IAQ\O'26>?/0lrfDRCV0f;
+ YdK+`@To9Z\2WJfu[:X:6f6KA8';T.Q;#>V4XiE<R>nr6Wn7<f&RU+Zgo20ko3.F['+%K)J
+ c]oT%0b2oUs]>^/F658ZCfHWg3;X<a7i[X?5ObesA."CO;g1p!qU^c15K4fq#?0B"oMd&'/
+ R(PHjQskh2P2E:"++kVf"%g6]]mha^nZ0=.t=QfZuhs&HRAn#^fgPLp[;.NH<<!VXjDGR"d
+ =^:i\)pY5;sqqltorYNO3USp&$Df<G*@?DQSUd&i0V=abbeb\01lu8(X22=F,:A!k3j57h;
+ IjZ;:)&r2<:Xo^G5"pX"Y:+l'X37fF>NRqQ/Fu!5=o#Q)b]!K:mX"q/Gcf8D!6XlrCu3Gk(
+ ?oZ#N,8!fcm$eRTWp'H!m;Y3DQL,rYlfn<d4dc3D&iaN#4,/YlmWq@bq,#QdaO6-e#QmDX(
+ :W-6FMp;#0u:C%d^\8o[U'I\IDlU/S,2\QIa@e#gX!K$&nCM'_/;Wn\Q"2/Vk8t.11Z#fl&
+ SPl+5Qp[b<Auo<14I01,<8`[^FS%*cHp%D^ap>bB4Egqr7d@.k!>QO\X#*<=LhO,WjpK+F(
+ <&('t\&Gm"`U)[R^!RU--W^n/HF;#1k&^_[5&L.oc-PD's6%S;*6;Z\nI1qKcr6NNaYL=1R
+ CrnD(jJnmg%%@/M<olrPrf!l#&+53+oZN3,(=$s`%WMJdI2@jjc&`G!:_=O5:B>?o!QtQ_&
+ 1$MAmcj3fl7ajU:c0.c$NmL@d8@&Q0#$Yr*sD#P)l=J#n5>F2>o\r0A.W5;OCmnlDXNU*eI
+ M*:n`'k:k1.cS#S-kV%g*++"UPe;nI)Sk1'7j2#77+N$8%#?X2t^p0+0NPo5M52OM)i64=M
+ u$S^0kP%nt`[]%doZ/25ZJOP_<Kg^q9o&J5QnTY(:[#:5K9-.)Z<nlmFRB#?p=$Qoa$mKS)
+ jjr+8A'!d!8&q_T1LFA$l*oZf7T[4K`YnM&r'<HZCZD,E[7cZ0l'[2gW0A;*l=T2+X(%:N*
+ 1;`19BWR9n/CAM=&U,g'#oE#[Y)j;6EK)SEjT2II!YXq*n0p"fTc+N?cn;XCM"L"p5[CY&"
+ D.H5dCh83_$*Y6"d:#JZ-^tHBekE;*Kr,scugBAkm+GD1WI$K0**/97[T5E1r5:\EWmSiT%
+ FYcfV1/F0.@8A*:hN#g!IJXE5<ae7%KF\gF;4mni$/]4X;dJp*YY'i?Ao_EtKeR)PF/3+o2
+ _B;'o5B-8VhPPHd0tZTEe5*s4kjOUrTXcl8.+4O_V>'@T*Cej!SD)^3W2!@AY(T.0:p'Cr1
+ g'!E"t[1tI//!3sbn*6s9ABPMX5feF+ch`H[E@is!/TH%Q%YHADM&;E<c>f%#Z'Q>JRf]\m
+ 0<d6#"htt[3A>PI(m>B7o+OPi],XNu1(haZ;^DVZA@AbmmP3Hd&_Ss;ig)4k1U6=<'1F`3M
+ b&hI#rI[11'IuJ=\4IJ2=RA!0..oaB1e8mo2BQd1p\Bh/AADFSo]LuF,%HVfh@H6%D[9'JS
+ @5%FFBkB%NmbnFQ5G^k<$'8:/pMR!S.^1026MV1I8#K!"'gap`FS1:t6(R'baGA-l_.)*oM
+ >YiLN/na$.qIK(>ljPOti<q#/@3't$7je-/)o#lbKL/9O`S;/\$#)#uK6<QrcU1>P9]-UQ4
+ ?6S.Ul;3`e3S;hRack?9Z<(AVsYsd)<dBlt0FBKS@QI?OV*403FERL&W.n6qI1DFlZe97+`
+ 3?F9381(Z"0)nJK8Moq!2)51%FIP.']h.nO$?W*f;e[D]B/[dp2\IOPoXMVVI1155gN/2\<
+ 6DuINWh^@).B$C+;%DP!ZW?"!OV<)'^]@/nR=C*@Ui^`J@f5hfjSA3)dqS-2&Be(7q@oYAB
+ \7,!W3KpNZ6mb86%#e&OC#/0)ZQ#K,$6(PrQm.6YDNdX)I6%Lhf9K;*bppXS#X2<F8&URoV
+ )n<g)J,(8F4dO(sjJ=&jNIFaHL,[kI=N=AH1jdg6sJ[kRK=CsL.*N@RHkf!U`Qe.c`KESXg
+ dk?CEJ>E8G^f(3-#L:OW]f!WZP<R,P`f5QKW29Dmk0.U@Q(>4u<o6'MB!g-hgHV;Vk3*#uP
+ :sgO(#7\L_%"M&^[/;]N^3Wg3FOhsb(,'f3:CjSaI9/j\$:GjW'FGUOG1UYV(NXdjjqtqY*
+ [!ueJWXOZ.qWoYB#m%`f97^"4*d-=<",Hc0k"%e`Fs?&(A<`%%)Ze&PlS4'6<9cCOc*sLP=
+ $/0C@jH#.hu.2VZR^GlLfp#Q&+b7b:qJ/I`<$iYZ5P*SC;Z:mFA7@QKN-cZQ9VDDX`'1meq
+ 'k(N7qF+4Q?j8Xj\)$#nGN8ep;C<uFW.20$go?PKnT1Ns7/.l\&8K[p.rG;f-=a:Wsj$J.W
+ &+iFds*Ha;DL=g9s(KZA:=s(XR,p3kU(-"&-fG6ajGBf1*(mBeYQ9A[9+!L=ciGKS.LJlQs
+ 58>u";the%[Y2,\Mq3B:'F-0bms;6S5q['U'j#a%H[E'QNQU]jEJ8d@VcN:/=#$+k0IM9^i
+ E-d]C[STZ9bUXU7=OsV"W#QUeXqt*qcYo6>**HK<O!S:H%<8MJG9d!p_d=6q/>nf2#&;$3%
+ :(dKn@c\EB#a\=]0=*Y?ojIQ,cU>B2r<*/RQh&%6.9o<6Cik^_),4Lc8ctpK`Q"LPK#jLA?
+ g`Xo.)oKpWOB*oXaLfU812Vja$SA78:R!R_$<<l`gK551#s(3$6rFQF29H25d4,f=:@fo3=
+ 9HMGlfQBR;rk3'1AMDh)e39IErbq@Z:=Hkg!G.?h%6Wc;+)OA9C[`Lrm^S-QWOV8Z"q%nNp
+ 2j([%J/7*!fE[R7l]Se-8+_:L3"p4LM3F$^E"."_>#UZ.e@W1"R[Hp?(cS<kXWd-jE]?:L(
+ e(?*AV>ZMQD2i^(H%O1!\`JJ'ENLu5ct*4I`,[%$XaAbT`&C]OfFh1WnE6/pJrADp]SF9$Q
+ >A"QU2Vk`WDk5+2RiCg=*0-f<(/b*$OAai.)OcT:<?kAlu6Kfu6m7\G`qPSEO==2M$g/$S7
+ 7ESat*d2mn"#l&E7@HkPD1<i(hT_.qEeTG[?p<k49q2k\a<O>'%`E(Qb6$Se">*-_4QAkA`
+ G-_h5gUKJeM\iU.B/T2L\\GA^ZGT?4@4f&n@8U=IJ&e1)7&VCOVVKl1,RVO*.EMi'`Vfha3
+ U:mJfCT&]TW,9O-iCFE.FfCds&>1,G)oJ\f`N))CHU7V16,!a-(V@.a*5OTD>2-bqkJ!GNi
+ M$#g_>Fk\O;n62A`tFb]E>>T_i$I;S<6gTq94P\du7A+_:;8NW-,?2^O%h@NHj'[et')6Mg
+ TjtT9mg.XRhK2[=+Q<Z[*!5*)gZW'7Q4-[!Z2B4&!%#-,tctJ(/1pk$th=?>-r^UU`#-H:%
+ )4E?A3$8=E;b\Nk)C-\?YMPhV+9>EP113[Yl9Q2@+2S?nN&Irb*?F#F+[\5k54aq6oI]rhD
+ W!71doaj$<qc.gLfj->Cm<JF?]X?>r3U$<R?NP=3FceSQI$=F`[clPGS'EOJgfWCYSe#u;2
+ _!g0s>p@Eq",o7ks#,_)f["7.''EI8_X;o5m+7jK+]bo5_tA"sp91e"8WS)M`;;VaH4bUQ6
+ Q;F&f#\ND:fkZGpVum([C5+jI!B<_lBU.UJJGr.q)&G*NK^joaZ<G2r0^-hSMhI]PoGd:I&
+ XZ(Xgs;?b<)E@O%Hp.D7[#;]'il-iC"N6PRB_qbk[Y:nFOpgkKY+6c+WI$R!JoZa:*S@h=k
+ :r5hlLu"5oaYi8+rmnr=fbl51\S8=^CkS-RH3$YMNrMjjTig_bbd/]&G7BY5[J4=Z0C5I#n
+ i_`6W)CA65fl.##&T?a"GGLa#SUS*t2`EEeYrF_g&&]P[rf-qrP4&E?>='@_->2=nQH9Hf5
+ C"W?;JQ.?VH:p*,H.i(CV-Tq-+q<7a`MOWOgDc>L*P:ZCZ'I%5gcj'-[)84/f7dCa)1`P6!
+ 3tGL!Z[lU!ZTOeIIZc3n*ch2hc$<S!Pf*d)=Dd;*J%l9h@]9b(\++95G<lQJ`$[Na5RkKi_
+ `;,RE+==S'kUtdZm5^qZjsm,);aTbSfG,^.Z?[]iJH;Y?N3/HRI>`6fo/hCE6T=4^YOeDmS
+ 5#k?M5QSpSHuJ"f,\ps<AO>?R^#Qg$LTfT^`Xme,hhA*Ot([ouMkOHnN5<Mc:n$6+bsrN2q
+ V2>i&9gK6VnPBGXOGKY*CK\%m4Vg6K;!!n-2'k+"$*t*6/I\CKqn%o'S'gLVQ8/rBW#DGI;
+ OI0i:*>+)qiUL$7=t(8I7UqR:oPQl6O@\G1=U^ln.$I82:ID(/Zs*Vi$D7^$g1rX<:1ocIo
+ ^72lTMXiO:]jh.$%>#Xch_cJTi%dglBPP\?EmY8<pQ%)omX_cYup@Y>;`#"Bsh.3QJ6PriG
+ lD5m[%+XdId>oY?N,;Er6/l^u-nK<W2e*J&Ggd=PQY6#`lmaZ8k%U=##j>UY$HsmW1ObctM
+ &3A;6FHVUTAR>2;rg=g6L3!;_,HdquYNDYE"AM[+[Ghsbl\4npCca^F["I'.*F--PM(H@9+
+ d>SYZQY^:fTf6r5Y8[,j6:EPqNkOj,6StBr&(mJHVIXa#KhsKt=rkFCFg\h&cn.@'W^Mk_1
+ "$nV/#R;!>*#f.!d"EbQ6,7k"$lErr2%7BAnLY2<!.73J6npA<9,NdZ<><DlFB]H2,e8aL7
+ Zj3V*(KIc,ot%',^CKPdKG:u8+J&S,KV\tQ3i`Z/=S$/dY+MI8\h#T@`n8cYq8VSjM*:j1A
+ &O>!j]bg@a,QccScW5Yr#rbo8MWg::$bb3R9Lgof*$6fo83m'E&#":inFN$r?Li&OfR(AKD
+ 8DL-6bQdT!%r92d[L2b[/7O>K_"o`[c\e9*WA<#FQL6WMZ:ARAM>2-H&Eeth\I>LpeZ3)<U
+ um<N&@2?eU@f=!,jA(`atQXgd'D4V6jer?A;=hsPkAD6b%Z#*^Rjff8[##3!TgfGfJF'U^V
+ f5t;b&3s'[2hg@<hKQBnHl4(66=jMJmJ26>3!K'h'Ll+2KAbBO(PQ;-:*54"(beI:ihfa*M
+ rNC)85Ye"junabq%c>\A/R9qPN8Dd87gn.DHW<<3JLWLAsoojRcbR&EYB.aAp^05g'3>+B>
+ HckU`#UbQ)*Yj=AVp6RYIZ;l?]n>W0BYWG+pBGp:IOWgCCrm)PXG;F,]%>pcaAq<o0,gH^<
+ X$mQ7<7]5Kd6pUkF6f)*7$r"9]l%q.341'.7o(U7tl-Qg>.#;J1q0&3ohb]>nu2pQKWpHR#
+ H4VpW:FK7uVE#lali5,)f1BtiS%!Q1"ZCS<TgTrH;7*kV@j#l#i/XM4Epq@Ddh)>72FQ0f:
+ GFRa*mWYPj]'cJtl[&QZ_!a@Vj1tD:042Zlr3(22qY`WGklJRAGM</6s-+8o_/PJ($@`Vg3
+ W;Cml5`9kN>"Q*#`2E)/:e?Q'r."1"(5Rq88/D;,SZQ-+KA%cct+Dt7&'upi_W<fKePh=aU
+ (knCJ?7d'LIKI$WFtr:QWOU-rgE[@A8<ME90SWV&lA\lp"EG!Dc*@.&k`B7u5<I<lDCS',?
+ \@M@/>l/#?j^ebiKN;.4#eKp`_-9%@+-Kk[[N[i&[$A6lI:F[i4`)cn6X?BN5e0/`sJj0Wr
+ 9bXO`Lkk;rio+>IF"cZ&-Pfb7--'7Jj75BU.bN*c)A^'\8aYn7d)Cn+;%2)>kk*m`%@oS[%
+ ?;S%\QkT[rST6K^a%E6Pj+ad>!(3D9JMHX85pLr!dcOe-[g+Q4e@h4^raAIaM(hL,pC?,;E
+ e[sGfmjL4RM)c;9%&)E6GNaH6`=rbBt607o\Z/PL2fsKaZ3ujk:S!hH]PDD/]P-"0U'K04#
+ uNkS](8H:?gZ)8bVUZ4TBYj!TLc$O[3Y*coB?8KY8b66RZrpHSe1X4mFHiBX?WEFCk&@VoX
+ -j=o!JFJbC3)8Gg`noq`2Hr6i(Jra59qJ+*(2dl7Pf+AsnE1u\\6W#\YVA.aEY!hho;M$:m
+ E+%ib`Ur!C-;dhOYKTMc?<B*oW@>.d:ok#'hLi/pOlog,HKh+TMaUp$S6;t-8<7\"?>@M\J
+ MK)*8.sS03CUJ;Cd<<2m.)<4Uo%%%8R_Zq!f3r03L5h,"3Nnnf^6fmaZ16C/ff8e=A,?at9
+ P2OPQ8^!=oS^'H-'-.PB-ZdpP*38JeMBcM-EVB]PELCIat%0T)ORH45h9Vn96Y;ZE8(bN*O
+ LA@j;`^6q@>iW@a$ilF)GR8\T^O+>q;UjaHagLUVJj?Z-!qLLtW5)c=u&!H$Jd44rg;%1!Y
+ ^1HZ+&q^)+fb?T[M#>e$pUA#Kg3l/:nUXRi%4jkScSmltbGUnCg:JDe!Ino/T\TbK!`;#2+
+ '%YYRCFA@bA=2&omjr^@CL%E_D8P!PR-[lbmPeUs596#%LVAR=>j#UlTBrJqHo]I5[qL+E4
+ D*ihs%\l=iND_6,8#eF6,ujY4$L4E<X&WW2jYZ^5o!Mq^R:SV6MU.W)17PD6KiHXuS!d9!E
+ QnjU]&pN,Yq+XUMj_T"f>tiIllLATq<#WJL"0[So(e=^7mU:+$"YqEKX7*jK3BcmUMU)[[$
+ I1Q>.[]Z/UWtoZ<l2J\NOe@*2!T>>Z2(SXoRo;VnDl"Y=e9e2?Lr&-6O70lS<%R23tZ%)W+
+ h9D0`:,m^q**#@M@2J$F/4`n6b&ASdp*Z8QmLg&!^AD*=`'G)k2.Rb2E[J-i86<o;FhKs(r
+ )^&uF.mi;)VF`+nG]6AGehAaL\(%Kp>a40LIjr4;=]DmF9('U>#"lE^H)1nG="i9gEKc5=`
+ _e<?liYZ-]@@+0Ppp&5A\:]b",KE=E1[)e;UD6!g8W+-l0;X`e):KR>NUaJ2VUXq"A%[5N1
+ &aK%'aCDn9SnnBnlEkX-RNpdSQ0tg;X#&gX^u`o=0fkBXEf:JFXkS%U./Y:foigG0"IE,AT
+ s&8^ThEFkLjYTK'a<e4_N'l)ftptcl*E[faSJJF>SNq<c*b.bobh)k)o-O>JXL61T!8mS@2
+ J7T5![T,"'FTg_Z=!GonKF]W[OihIk&X^G"btf:MT*J'iQa8a$Jjlk[H.H2>9Yl[<u\p)_9
+ -(85J%LL[A%g[bF6g$uh]-3rIY#D7Cf&VGNi#GF7?k@%/RF1@jg_k0GWiU/`!GhjFZ]R,`<
+ ?:+R8/h=p]Vj-bbAH4`62<Hma*5I#?qg$IPk?/=d_7H!3E]m+[I0]]t*fL%r_kaT5V)"O;.
+ f1eJ"9Z6*"L@SA3jQ1Te-D7c1qN!11MdE!ZT(4d@k6mTZ`?2EZa;OC[_W<i/7]C*K#]sJ\Y
+ I<j41l=pEJLno]g7js1isWmK$q:>8\?!71qXmB;oHNT`\"HoJV[/-&7,G=%_X[G_HYI*A1,
+ 69.)KdL_LsC*PUaPg/&K`jL@@A-fRF.iIQa2U_^%"T1c*$;1oBbeLWFmr5[B,c!jDM^YRB>
+ Ol.ri_i#W![^*A9/)hc-0?p7NN5&1M(CZmaNlTUdI^:T@mEUpimm(VOP\J+Hrqsc[6Q:01>
+ 5=>%I_jS8B(qH_F\[nHKGoaYhq'nK'3W&`nF.ja%s#Mkm^][iV&fJ9%VT%$e7H5u8>[P(:+
+ i%j#]$+WXHjN80YJsMFZ]hYgqm&KJ&&s`N4(JrCWl$oE`kbTa(aKp6CV).8]YTOG7jCMib=
+ KJ1*N`hh61c9^6J93p:R[Xs"L(c.GUtK^/],^^8*#*=oR075I`MqIa:s6I,B3pt0`[Sh#@M
+ O=</8PJLrbg;aJ=]NQs^.9GC_JT^!hDIZ[\n&4NS4c6faEJnC9L&j.9cAa^YVe$pq[=6p?8
+ mYj=inZq%jJO2R6E8`LN'Z]dT^9Y"+s^E]+6o,C++ogKLbb$q!^4B"J&Sjc=RZ8>ZJgoE["
+ -d'gq7D,e=#s?!K>bT'65VrX6%'rDBX.h]^3nlHkS7KFBA]APs^s$IJUhRG7C-`PL]52<"1
+ -.nc'ZTKY9Hl[:N5N#-)U)-oXSd.U`-!o;_FJ+QUssV)r#mol3!:?c82PnAoZk\aK?X8@9a
+ oFo1t'&lZ\Oo\"g!VVFP"cjfZfZ6Y@r6;fR<pq@#!SAN9$"iS<(Rp4\6VWc6ENb9]O6"QUu
+ "[\;ZeHP7954RQdO::83_9N1D%`m_kmhcJeXg`1Xjrn<!RCWMH?49D;%pVn[na78oesAG=&
+ jX2!Fm7?h"Kq^G/H?-=Ik9/QXRoX(>L[SRYEcm,bk1H.t&B0bL`(4<bf`+r$$^<?H]_*i.a
+ 'Z.l_%)J1H/C\^aAIkm_a0_"!a%XRBjN:=fG<u.O8!J7O^c6p.e4h5,brltBPoA&h)q!1T8
+ ,.1[3'GN_+OUuJdNp*c0Xh6OEsIL;(ZaI@]T>;SOhLtXaZJM-7$U.SjjMW>c>*e_Hpk]5kb
+ uFhdj'jt]8o_:SuFj?WC64#r1_=Z:<GEb3Lo_;7.n<B<6o*T:P>fJo-M_WW_^#g\m2L>1]t
+ __W6b+Bchq6F<<1#q#Y%4kbETP1X:.p29SPt@1W9W!oY*uj'@=(r`r/f^eIG(h`R+0Db]ON
+ AKH<u`9?adY;/KKfKHgZ90``"0dEN_4m9eE*@+FpY<Wmo,pd"s,0LHR"en&IEF_B9Yg'>]J
+ #O"F-0Q2JDhoPI<c2_4s'B$da.b>Cb;S=U!*1"^"k0j/r;\_!bV!?DZ&5tY'dnK.#qs[O*(
+ Xn'-;j:&+URFtQJCDH81)0F\h"XLCq+lrN<")pPjSR*l!)L`U<(sU;"\$"n!'8',e<IGlUq
+ #(]"PFD@<7M1Pj:FuG:XG=>]7!P`*E,eO5?1(`eQl0KD%T(Y'%tf;]Id:!7*Hqg*JEW\"qW
+ Ef[:3<.@G4^jg1@)6D5Ge@D?H7ALZ!K6KkT2ZXP24,g>gfiaEIlf+pD(]f%h`A]l2>hP>\+
+ 7f..*X4QSsgFMp7t>GULOA=QlA&D*H==0,!F]M$B\n]E)B=6ggWq]+(k+'9NUe'tAL6i0g\
+ KuK"Qc`N#YZiSZ=!mf[j7J0,ToEJ99X&'gs:b@aT4:>-#2q]cW=Za#o<S*Rc$<_2\eKkZ-K
+ Yp:m6<UE%7l?fBob1>RSif.Nbe/2-n08(O<!H/N!+i'7Ff8W#Vr!^%hOWl6+Dc[$%nL)Jg?
+ n=bp$^cAn>@[a$?/iHW,mL*)4dmI?Y-T('t)dni`g3Y>C-Y1P)!+DkZ;o=f8]d7*:-TlmGJ
+ _ocLnuq'n+4V_TG8C?tFlD9nH/@`j.2:^Up.DQ%]klL9cMh@-%5jbZrf#Yunu'e87_3%7oG
+ H8^K%]h*bm]<4arWf$s)OiM/Nc$9210\m<#(6%,0;SXWpH&(PM0<I(.l'[#8X+Po"&L1=&6
+ 0Ob+I$/VO.hR4ojXt/M//621VK7FX_b&-#O0]Np'j!HO>X*TQJ0nm\a_j0q"2>:/Pc<l9Fc
+ 87f.:&<I10&)8>>GX#X[$oaoGTS6F^>1Y7XYsDen6?[t;iL9P2?qr);E;/(e'.Nc/NtpZ$t
+ Rg6gnd;A]g<m%M3L18^d\rArY!l6dTn173q\Ta[MMT5e\LOaje^U+MDenT\BqqCfo@)hL"t
+ Yd+PkibeTPDtNZu]3G2bqo=oKa)n/qkd=MdHP@^[iM[VFsE/S<RL]T@#`cl7buGm@q;B-qZ
+ ^2KS%HXbIC-#C$uMNO*,C.8CoYj/$a&SibBU6=\RDA*fW8D>n&]5`^ShcFpsQ4J64ZI'JD/
+ >UDs>Sk)e_8R,6f&f(dU4ppMmaQV'M@+8@jrf>5,&&m&'guadY*`KBL'B(dUiBsa/A-uU)$
+ g!(9@=g1AOtu.->@l&V?)<nHk$H(;%H[k'iW`k$*b6j',MDK1d:Jss+<(Ia?A/qKJ`^ib[V
+ Y6CD<f-Cg0eq(W%\JGI0[K.lR&q'2RDEYBntn=#!d,-BM!pgGTFLX-gj"TSpT48I,iL8lf/
+ B%#/B@"G3BD8BH@.TV?'Ur![!_^A6t!>QA6S@Le:\Q74(W/-ArL;9NY$tm,G!HFb\u^:h:7
+ XjX#h!7[)q+-#%4Vh'si3AsldC(XQ`W5k`pr`Z"*df\'gC@Er1jopB1Ybj$N`)-,S77\iO\
+ AMhu82"#!HL_YUtAHV-\K0X,PYQ8Lam-<a#C=_h@i1p?DG6RJ2lULI62Y6B+X9RU,LTi$-B
+ P;1G4CaEIf+,E*VS"<04><@Tde8.Iej%c8JSZJ&A0R+K1nS;HTPS'8luiNuJJ7C6p1T\fCp
+ h8n[L)0;c04$0jR1@/rfCt'53Wf>>hU65580:\PsBNCZS%U3G#qfUeE)^Zcu.T'rnQVI52D
+ G:D<f1/rh$gBTlLq-d.X6Ne_kI;j^'!?DJ`S$^_E5n.YNmW=tQN;h^e-h/8jW&o$ZFTk^3U
+ HC%"hPo-Z<b1taOtFTE(GB9)h$Q?r#,5LRQ!>D;rmjga3k%.F8allSF$mXe$f"1]J+E)m':
+ #6qq"UNBH,gcVFkH3e2[W9h>I@%n-Mhb3J)U[\PMD''C)0%4f/cYZC9h&<e*o<.J,]P3tjA
+ Wee<[MeV]=MZ??oqrk+[ial?+].>G@L",i5:")%V'Op[,lX\us!S(aA-'29L"K+PJ0K$s/G
+ >EDp89Of53mtX9nPucLU_X$5B$9$E;(&%#I&W3kW]8"DZFCZ8Imb(G<"2$4%'SW*fiDGk.k
+ p7^qPjoE$#/,cGWen"RKJ_.<WJYk6IXr7b@r9oSnIpT$:Mp:%7#"fQRnbmh'7S6gZK<AN*H
+ Y*`Z#Y(F#2F`b-/YIbEOi=4p)HD8tCGgq[LXT68H;Ad74/0:Sb=?Z&>Dp(<s#pEoSgWV/iU
+ RYWKtGY/.l0S&n4p7H,HB;bTG`s1`i!N:>Li+;X)XSUPNqVuhh=F1*o=9b+8l_B&QL3d':H
+ !dG^>D;sgG5l(HI:ridC`e-U*^am:6<D3ZE+afBG=CSAalJK)=;Q_27gmXe%/>knHtS<M7u
+ M4#&`k)IP]osk7ho!I;Xn[(bD)DW<nQr7P\$GUQId*Z=-o87>:c*`I:cjZe_PMjiVD)5E_i
+ ;#->)gjGkrduRYV^_-tEEN6j*Kq!sfG6LSk&@j8N(qL?LaNY^$FL=,6R#?RN#U\*O%6m&t)
+ +4g5TcGI"q![!rY;n&+4-XY'Eo4F;[:F5)Y#Vt]O:q",2_Cf(:R?A8:N7,V+er"b+d+FjSm
+ lpqd$,m/e9Tb+_52A-Wr6)$(>PZB4I$)SQER+uF:+-/mCM3]]Q9-f]nAJ2O9[T+rG"_<fD/
+ CJAkS2!@PVDR^f4J,G`'KQ+-Kgqd?dqic!17(_6;s@_JSQ1YKX4=6OPiEgq?EVoH<Z<?:c"
+ "*56V5ilY1md%>](=mh9tZ1]&#(6S#[b1Innn*3!MWf4b^f4Yo(,S2\$kKjB3?/SkCIP:ZV
+ +-N7N25S.@"#3ZT9"8Z1$NKB`Y9Y?S*[Cj$a\Ib//>g'ABDS_!CV^#3i'@MK8$M8nQFq-9L
+ >M+#MLF?0:@VbaGCludY<E?@EVb4#+PhDS2m7a(CL4T:scYMJL=H[\.u.Zp(jqu+8O^Xr.E
+ '0abFrrBir*"3JpVIU8B5qlOa#/MHF,70d"PUd)-_*Lb,6Vui&%`AqV2AF)L.@Cf:nCUc?)
+ ++-97?k\dCh\dB$)f>(&\N0)7oAVu+3/C1I3D,o*/u/a&gW_ea`:(C-cseqRjlJmUnoQa'"
+ kV&99RN2/^)TO_(j.)/AqN,U::DI&RpU\BbuR&jZ1VMXR/*q'?p,4c]d_o5L:)R"[UM"/Ib
+ (p'MT<2d?JJg8(&*2,tZOLXY!2p'[8L0e!/8JI@m;iP&LH?R=kX(jonU^<Ae&f<n/<I+CJ5
+ MV.Wu`'tn`o=-_$W?.ZkTB42Vm-&l?d(+j,$&ge'UB3DZkV.eS;#SUh(p9h/BgK*MN8Qs^L
+ ^Mqtp*R/O(=%1VHh)AosG28fs9mIRWV<rQc(Tm:UhcK4?"qlY+!J+W<*Y!_Z+DqjHQrmB.L
+ 1/_k-t2(:VC.8](qq=%&uH^1O(5^!7?HQ&IS5llGrATcAQ`_!Pi^hPA!uHsW$"_MRD*a4B3
+ FYJT:guY$_ccf/qSj%LjkM?,'muUV]t>^5`Y,uRQ-Z"$"gK1CPafaR\r4G^8(%P-H`-$$1a
+ ggD4=k_XDSBrjC9b\Wlr"+43G:J/c4u3^+YE%"MHH^(C\/7N,oiSnVg[)bAn#p,gWfEX$+W
+ `%50T_[#Mg_g2lZ%7+XCMpJ'*.Y$7%=ohITVf=Lp5\(S>G'>X0^h6Z5!^&@!Shn:]'oATI?
+ `!,2:^-iJ3_@U@N#Pl`UV$q[3pT5#'nJ"ph`?+A?'F86s>X=E\!IuhU'0k#&I<.@#p\j!1g
+ \LgjVrddT+2@LGJ!*C3*!&=i'nQjB%`-/_?pk<P:bDr;fGt(PKFrf4:'s9h/Ht(N),N\VGn
+ 5G*/B4Ef<KN4Q.^a[2ec[F'n?*HU`K%6tKJ-Gc9kZmrBakj%3EqU0D_6[^&(`?t>jJsF0*U
+ 4DfAoM1E@lZ.`W!^k,Z.t>8Vff9*u3Fl(5kju/[;0=(YKd9A;mZH1=fRN)5As!Z)T]<7XWM
+ AKPtKt&YmB;m*aTUGp2QA4uDeceVOZ6O=b?:25q#98W.#>9nGhmGoYM5K4ub\8[c`1hV?kB
+ =d)S>:,dG\hMY6PDpjKX3&^ot*".NUEirD%B,)rPBo6ou9ur`H/EIk^STBO^c-+-gkU$D,Q
+ nF*@*%+N:SOq%JP:>(Qf4-VmUsO9[e_El#D`-ACflsc>i#_WMJ#<+dS51To][ri;hQ,*lo<
+ *4!M;7fdleZuLIX2FP<\hObOV:NP0FI<p$O2\n!)N:d^R>HpkVW[>Zn@#.aq[9WKD?FZBEO
+ 7`rX[%GWXo9bD@F$48*L1#Uf<A;;Hcddks[%t<3DDn!QI4;WX4?Y_@aZ=D$m8T/6?f4ACJV
+ .%G%XHL9U6C6b%=OW^K./Yo]akfTd+bKhn^Ajseh_TYT3E=GkX@/lgQ:`FB?cN,aS.7TdtS
+ @ngZsEOh`4.b`/m]QIo+'r=F!nK-`^;30-,6!)_I+tNnICXOf>':BpfX@7n];Hh(3=Z%OBJ
+ Q@u?K$%4SpF.Z3UQlI\c:Z\#.j]h+Zr5%Mg0&JL/O>ekEq\'X8V_*D';BU_,2*HnRkjBLe!
+ a>*BY-3E24`7PRo=Li+">*IhG)+^D_^G#CRmO79@]U%B'N/0kreCN,T4(+mL!Bk%##81$%c
+ ,R#%8,f":0DaJm^SAJQs)/E5N'V:hBlm'gu_Xq7da6LYpkZJ$7u69VYiGJFTo`!8u]E_";X
+ R5eR/N&F^O2TR2[WS3KNbp8+-p%Un-UL[bQl`)r'5@Tl5c8+?Nlj%sfJid"5^XZ4="lP`]j
+ I>ufP6H<(E*okt2;IU\5WKA*rj@Z=L@Wk>C'j<(tg::8TKO)_tEj8(bX]]\`B4]Vs/k46D>
+ GI0rNYTSi=+&4ZU[<BP9hI\&`i!4?5&b;'(.Mq'Bk!luG\mo$`okMe-6&MAPPPTu\,.tTXP
+ Seuntsadir`t:Kr1/^9ZP>)/M:mHR5J$^f397WD!!pT[ec"s>MF;"Xl[<dqPrN>gP%R=6c;
+ 4<P3$IHs)[?jdCM8'Fko3/Fm#(,T!rn1h<g&BJP`6^]-h1VXdQKrW1k+*6skR`V7!b7f@sM
+ BD?F<;[<DQ+g`);oDBNgF`WkV^4/6q9h:]E[!&t[^a*I,*l+Qi"p(1^BBb+Y54%J6$*S^mN
+ n1G$`pbrN;]J"qWc5"6ALC`BL4,S#!/&_4l)<2]TMt,X]a11:SjBRIqO&=km\OS+1>d'H6h
+ He>#LG=CUb^C#;r%U\3V,[*8SFbNKc_6=]kZn=!A%6APETKX0d/'SL--;91L-o2`+0&kOT9
+ D=S:s&BGY#Xhd=4l>=lrd[IG$MX_ZLhnU*NlnR52BJ44a$0mh_b(0s-nASI;8Su^/uHRSZE
+ t[cX%,EaZCN8MJ\L%r[b28594<_IYdPqF%'6f)l%M7UXE==9A5pk0>.Oke"2Ur)k1WA-;D#
+ "R\SGKF1&$]J`PA5(K\6I@lSV?\[e0lhJ9[P4(j>b\sj&nlog?up+OP?Rm1P5h4+$0?n9o;
+ 8pbtNXn@.Y.hr`PmJX6!p\spD"bNC[IQu$O5<%j*+-77qOe)B!J+!:X^`!QrTIRtFlfMRCr
+ dWi's6p$h0EhGq#lq%fK7WM"JSZ7?%-NY#!UOS'$ukEd?Kf[nktj(uNh$8iUr]R'lE$*N/<
+ 9$IR]?jil_piLn5RQ7=H%(%XO(AB0$p_Z_Zm3Xbc]m,N6^j-d'#(gc-GnKDZ'iWjKNIcn0o
+ :FWtPe4%e0u(cjpu!:EIlEW%5%uZU3HpD^a"i=RtcCQ8$+]9dl<haRdd&[80-<7l8]!f^t#
+ Xe1XWXBpfHL<7J*V[ug%.COhl"B+M1\GU^H?/S)D3#b7rb&Ef_\msIH]I_)Y4&aAHR:QX5p
+ ]_RV]q9^bi0<Y/63>6>.qlrEa&OQCkf)5&3rD?8fDrgl4Q560o)WBPj:^n1[Bbmsj(@cA\0
+ m+:PGbec0*5UV>O3$MsM#mj4k\ql'DNO)PQs&o6l".NK&Z"[\3pIl@";.m'`D$Js8F(9.@;
+ o33b/!@_>6Z_(b7J:Pm(U\=fZ\6j#7u/%-CG+dkT^Xk*q5!SY_reu!=:HH+7/Y,cOQ,!'d0
+ 6;$EkTr0WtiQ[.:7UdF'0/0/F#W.+5.ko<?TLOOXfD9-^3M%PZiO;!TBGo-CR1%rh1f0`:X
+ -=SD7fGg1"N/T241E=m&46SF-*X/u*%GnQ5c-h/u+&qp-:4XcAt'QT<M:VRVWR1ujKrW)'t
+ _7\o]q%p?=.e9hp1:8WQ\LXtu`2liYiD:HodKK_A(pG5:-#4AQON0)B!mZu^0r!p;VHe,C0
+ 'JE::dm$.T*20t0CVgm.'jmg^l)(4b-55--;,@5A7j6B1%96)mb]'Xm2iK]*tWuF1Gl<*qT
+ b-.+:snfOp'+Z%14OC$?K&f.k_8>%h!G`E3R!?Z6]o7.h&^8%.Z"g&Ce+.3B+!I,SEB8CMt
+ KE>1GB)p*7`ko9CVa!>'*WpJD:lEbc6V'diGg-Sr"TYonDAIj`L'-usq8nN//J`tOW!r%aH
+ bYtl(,A/.D%'Z%-s;SPD:kruH@54e;/1\Et@rZ<<Y+2KKH!QY@P8M(VbVfLMnP2."]hHI1V
+ 61X=[Eq'7ZY:l+l04k#"P5uWo"WS0]b#8fjOj>$=(p-Zi*O'Lc1FYb1m*0G9mnrTsF#NLWp
+ lTV^7d2-SCE#+6'd49=PO]Kq1)ibnm333R2K6V+E6BI>F#S'ddrIS\dsgr]W4((;3)Jufo8
+ :#`OO]P]-#88^d0D]CF#n5d3n2P)&KOSaM+sd=40^..'>mR`SNO394L<@0+e(VjbR!Dt)M-
+ T`Zh[F?#uJ#=;"YDt2&(ZuW";7T)rMuOZk"`f'.o)k6*qK-EofV#ku4r:6?0>!&4&Z]rBmq
+ R*&@sBCon\`'cbBD*E*nFm);CL,r2i11=>>B.euP6G`_MY7aj^]&cY@!#;jn&8+T^N1Ku`"
+ *CuB&$alXmd)/EgCEf"1o@0<&<23Z75>&%D9+,f6;i&rq]+:.@>k2)Fp!l)X$V\a93jmm31
+ 3GZ8h)eTp?M*Ipo>OJtq'bg!4VF"p!8\QD]H0g`;0EO[2AKYD).Bro;*iVOU%/Z/HlG<f&n
+ -DjCi*(W'.t"U61m0'2*Dk^4&e+3M3UVhF?*oT;e<@<6r(j(dh>-SeQ,L^<g+b/d!%pWqc?
+ a,+'*qK<IY;ErC7TUZ#ts]OJ,eJ;cs1L82Zf<e;6`HUIb\*>-BqF26faD2+eO1>D[tl$Yru
+ P<Es[c37:_c'Z"&_NEpUt-<//8QK;F0d9^aH4*L.#npOk$_bS\&'6NnT&%i*T<Z0jq)isZ#
+ pD%[l)0*,+EVCU<!P&t"'H4rI@oO%+=#C&e0`q#,A2QF4eN[TO04aF90GR/jPtsd6WFclJ6
+ uZXJN4iiMDcX5F#Bk;m$MA&SrFe'7YSMt0Fb=AIcWH#W=Npq^\!8+:QI-JE2:e`b<Mt.aD0
+ i0uCK-^+-SoQ4\Fe3:HfKHhM3Vo,[e96Q,o5)mNF?\O"\ank?.S0cc[ef+Vd?adDcG`l2Ye
+ bErI;(:?h$GiiH-!s^4Wm>JG9_-3#.!h)1eVF)55J"9ACFE0SS(<F&kE%<^@W83HR/N6A=H
+ A\4(N49,k*2)td&3G?jKW>D9Ot#+'#j[W<K+E0"%F=#2Q!2h-U)CM8[qG^+bD(QCq.Q[(HP
+ M!HF'#tnF)/Qse^HBKXI9da-307-J^Ha^^J[`$ZpYD];[I$_r[Z;kb/aS+6=9QoBCp>jg`l
+ #)gRHPc&]p[KXF_2bqtDtrj1!*oK=,T8tl5Ou^Cf`dI_$';\,OSBG)_8IA0JN_O2;U?eD0p
+ dN30k=?SKC"SNG>0a!;hXs/@JEcD[U5825D?2HL$Z@)1#7S*-\endLA,nI1grk!BI3D*=;H
+ sR,*.Olfgh-tC"J\/Ga+FoT(9@bEB'XMR&$%XW:T_pRJ=%U,?]qC;g_ZiD!tMc97qXq\9HH
+ @pDD>KGMs,mjZ</#?C(*U\E<U3m;KE0J&.Q[!GEC&SfM8(OW!\]3VB"iq4G"Y(BM5jTQJjb
+ d?4upP#7X1Ng#XKPB:mqPBf#)G>Y)JUNK8&PVW\82Ii!'@oa:<1)*T/fir)hD3bBsGDtF'g
+ /SE(DeQ\(V;dE"Nt[>Q(RQ&$PVnkSdpHj2A!mibVtRAeGHj`J\MobLM_[M$e>o%Y?(2\II.
+ l"^=Nc+Q^=ISIDD]\0Pg[-AZ[TI6Ie17&2tpZ^iB1NC<+4u4EiYhdfr_jAXnq"Z/laGGAfI
+ Gr#(];_Q8`l00;/YkF8.bhMNsm_XeHP!AJuu=ROlT?=edrXUN^,e)Ej?H5ur;#B/EZWQZZr
+ OAYhD&V0Qp5[tU/18XFCg=LijW\V%;,$[K+5Ve61#p8aT<PBtoMW+g7/e[:iG\!i/5WL(Z)
+ gOqX+[AmBAWbK/*kCn?;`Jnr:NOlZjp?t(GeZ:XuS[\DCTR%@3U)/\oY$8`T42njZah4Q"/
+ 0S.[+CI=q>G08uYLFSs)(U?j7t_[MYl!qnHP<-C(Bk^30\[[()^:7\-WW;ZB)=3@RkpkP2B
+ o_0LKd'],$UnU7sLDRVG[_tM)2$W&X[>kR'=!,<McVgUUJm12]Hh:\?Dk.Gn'Y!9%$3hH\\
+ TsUW0(DI6;I4S!C#(fUSALH+Tbf]"7Z=j1;_kDgSajO0/u/N#Ua2*s),Kgni/@WQMlUb2i]
+ D!WEeLXrSWc2fdN%q'0sg0qh9hYXjPRO?]I$nuA2R<4i#]G$O@e1p!2PUU(oTcu$SlEPYd_
+ Bf\qkHTI79-&7k9LV,4GZUM7pQ$F$;_j?_-d'L.uNMj"q`0ln/fVc1qX2S:e`LT;Q>*Y#9@
+ h,#CN&mZ%HukdGX,S*FGs$Q->.3%MhKrLcX;m;&>a!cjJ//0](W"2Rr3=n&M:fM$f_XT,!W
+ 3WtX;q:E34n!fPr!L63HQ*"P5FX?r7S=-4/08MKc:uH)+eEY3O2o]*B@)ZHkW<'(9\EX7GJ
+ u/]0G/"..CDKd6'/2e9eTlD:2]=`'#\u>qre!K6mGlEudEBg6'lI?[OiGomKW*)iKZ%O5dL
+ 8e[q6igRWdVB7>8E\t*i3FQL+XS#kSa*`N$j*`_<N=lmA'JK2$3+gN+2Aj4u*^)@[!=r4oD
+ Z->grYh)V([T2)O;qsB%cELU"m'kdI.F3I6h-!kJ*S[o+hm8_`1Hc1:?0e?C'j+c5VLA+E>
+ &WbQKsf]#ht2ib,5Z-21Z5TXRA3(,.=&nH):Wr4iVS7rrq1ZoD-YpL\J(Nmr\N+H2lg29j4
+ oB8h/<#E7:/<;(."f7U!=]C?h1r`o)CH92%(rY@rVKh]@ALr&Y8)icf^`9P8r3!^JsLrhro
+ 2Wg`5L^h8cf:AX**#L)^\_r;(*`V['r:LE<Y9*TqYG\'[*nh`FcoI`]!grJ@/;m9MC4SMb1
+ H%[UM`%=LUQSf8qXXl;P;id>\6&m*VqQ`C&lX#ts'XaBS!^#U7Q]$I;d@@/$#l;Si_rr;Ng
+ 5P>%rH(Y2l+9V:03"D$X6"'1i6:HM7L;P1^(kbX*_$%Y"nS#jY2'%X-;Gh-:JjguK8`V"n9
+ W`psQHLT&i*&j/1RcQ8e!\/BD`sXeVgu^\$ACmAd:j;@;[==0VUI!E)MLqY9juSQ#thmGZG
+ QnnCXrjkL<3r3=98,R;\%8m[G+"3CLtZKF1Y^r(Ee<4M0lto0A%6Jn043.@;u!X7P>L9@K`
+ pg%":\qPKO)m)#VZh24`$*!bmBALI\)eC%U,F-rDe$f'>3J*JVmI[FoE*N)6[dGIlXLpY6=
+ cBoU$inMo<q7k]qJj`@t`FP@b2eEQXQ*IaAc\(tP<48nUJAN7a$H+^k@=/Xa8pNlf;d*d&t
+ oD8DLhk.s92uN[mn*C&S^b=r7!l3m`%0XKY;328$cu^E9_D%c5$%oI80P!OIj>.<6AGe_*"
+ 0i8+&]Cp[4AVA"<*9sTZ%QI!KB3,t)Fi,UD]M>&jDc83EVsP_'IHM/,05p(P9`_384$.@;K
+ ST[atfcj-\Oo#Pq5R+bdT5uZNRfn9Cj./&^8]iPr$Z`9\2.TKc-4::/d,74&3-#krhf5gu8
+ s2L0XaDckI3&6;R\?&OdRZ9c6CI["1h]"Or\c8^aub/nP7YPrVRf[08cl"U-WK;H20u:K:C
+ P-rX0sk%.h#eeOHb;]2ucEEh$=O`"s&k?7"ufQJR!@p&FnP@[m?AXd=8p4]8U>'?aCCKgGN
+ ZY`oijh#G8pBAHS>^%L;F'SH.drer?A_VE7pP%XQ??`73HX?GdJoR@@8R,r&#XTeoi)h0_O
+ 5SYW4H\T:2AhZ)pjutB@V,ssM^On'JW4.h8r\mA\E^)nA4iSjXlSd8;QVM9.`I`*Mh9iS/_
+ Qlh]<7R=m(k@Nk'*B$N)#"u0asA*b37'],0f@gp6a2a9g_RQ1l]e\ghQ5jZJ;q#j+4AC/aK
+ %63L^t]ZT-7RXgN"-9>S)">Chb.DJsFVq!RU'o_\*(e*R3%HisTR6*Ou0"N&NP'+48+]KZn
+ DHuq.Y7/WiT(rb:N0?_EVjEo1n4To[L8Gso+,>,8.;q,q'-X/:tdk>2_c-pTH2AoHVF$01q
+ ms@5pe/s>$:fN,jj&+<;1J<"B<AREroad`neWiY*<Vj,2BC1%'[<-#8`F5E;)^eMXIim:_e
+ +J-=BA<0/s+fY1IXe9]qgSRcoDO/gkPP92@?NXkLfP:$:mWk:#"9@B#:%G>"u,fp_jFpH@O
+ tCa0pjZ7+O_9^Ck/@uk">t_,U4h$Q'=UEXNMbc04g*]R^4tYc(U=]0!+iaZe00Bb]GmZ/Ku
+ 8nG*LHb&YEcs7O'bm7+IaT=G]m4Y=/*"E#U?,Clq`(SJ/Bailc1V/\LSlo>]Tr'6oIQf^lT
+ $p>7)fIrJ8j2]q2gK&`)8EH0OI+\*Uq>`4\aY"]R"oMUX<b^snRH:'_2%d27BVFcq*-Db?T
+ ,TUBuP)d[W]*-4B*P@i):@_1B\NoVIbJR0F$<"N<OX_YUbu7Cm9g'q5oMl:NQB+mA]u=Zd!
+ E,a(_\d<PU$Ot8r54nc(1U$`OYUNJbF+PPB2&,p1hMus)^Dk=L9Z%_J:UmT&0_@pkT'enCu
+ \sn;KFQ`1C#:,kpPtPG8.PY#alY\SrfM,_R<Z49,o[@"hkmNp280L]JbNS$6@K>%+8fg5DX
+ /;LC?_6eD`hnM:!r6;,^lSkgWFdO^=)Gf$P8t'O$G-Fh#G)b=Z7hGE!37QU^c(i*8*\VK(I
+ ^36:h8UZ*8SeFl(bLG^5)'Sr]N.R^&b*E#dFX--I@92t^A-.<9mG1BIF8f9iAWmYsQP+&RH
+ ViOq$9WaSC\lbs^cRiJ1[[/Xa=9QHT2$QnA*`GhG=*jCCCXmd8Q1hsoqZ1)@'n]aYTR)Z\r
+ @`]CXdc+aDnt*M8*:QuS9(8/flCX.k@L*gN,!RAq;FI!Pk(EiWd@O";*SK;X"G(f):0i@5o
+ KV,LQ)oh:qLWX-u;5E2YJE7bCN+M%2k$;DCCHI5o$OqAo3cmk0dJ-(S_EiV&*$p;VSHMY15
+ 8(Oj+)/GjS6Th)VAiqER&5K-9V\/Z@28UXVo#l"XL!WKK`L<@dN:lF$L^2.lkgMud"[lbKT
+ ('gu)-&M)t.BYehl#?K2`.Y_o5)T/4rO4Vcf0\.2\R!0'Lr'?-Y(*gbbQ1tk5nim8EcQ%J&
+ :CNZ)3%TslZ?XsC_/+)//DTQtXE"j3q`r3"N^KC]Q?pE8=d!FJWh57$f4=beCoA5)[[C/;g
+ RPNdmFGJt2Yr8-98AmP'3ViuPh+X&d;ku#,e<)=ku);jF`WftD_\-UdegLI.@tm*pPSH"gW
+ ,t$e`Y;DqXiunB7')bMid\Q7pfOEQ1)[h^FmD&8[QrrlJ;PcQk!$P9#ITC*3ReP3sF2ZV1\
+ )9bQU>'Ad>T&3$ndF`7igICOL3*Fk41VReL0)p!nc:n>7,aU`1h/(Q>GDP+7olP$)Xp9/5;
+ Pa/'"`=n7K5/KL_COIF\[]31=Fo`;Jif.#GpcY[^1%,HmaLZQE8Qa69$bZiHHk%g"0F&a=>
+ FE]Xum,=Gnrc>[+(HU"2n"-l0E6jZq5Nh@STU^/eieWL\?G.#!\CQU/g,_^!9d>(LNg/Un:
+ .jbsXerX0!Ro[.;sGnAJor[Sk*;gPC9Y?(#0>AagB4'hrdiFB(IRDW(Sc(rfIr!kmg?95"d
+ 2$63-K4=S@I`qZ!FDk3n3QNrHBDg/[WU)2e1V>IjXl;a15jf;V_cQF\nQEDEF%Nh>Po\;*F
+ *UHe)]a)ridDcN1fPA6Ihs'^>*_&Y0FbGGVr%R,-%,9mDBNia,ZW;uI)#.N]J?ROc^(["ZQ
+ hQ_WV(LQ^n.9r:'SQfWO3f5fTWJYc(Lk#/NbC3:fp_D&;7@dSU9O+HeL(W6$?(ZTmmO^JC_
+ n/gQ@@1C")-,qR\l;gjLF`4P93o=)oR0RP3*OjZV5NA@2/$eRp_mqOT2XQ_B\+]dTh#"PLC
+ &*7kjur+F]BpTq^\>MRHbh=]__-c64A1;Z]/r8NKK*2VS,2QgH\]8/6+Dir]Z\O3ih<mC%6
+ XNK4X0_fqp[n>e%%d!4_tcX$eR<5QoTfQX!7d.Ws+'Q<JG`o#.Sa[dgSE6*C8I%60o[Zr#e
+ <7+Vo\E#N/8[LiS&d-bc@U2KB,<b0*!8.3Rr[/GlZd&?%Z0DRT_S5=;cl>ICq%p9LI'2d7i
+ JMu#NAGrrn#^VdaZ;uO2K1V`Or\+>,4*!/LMl+f,>&!R5W9EmIU#J?8C0*DToZ\lQ(5e+a%
+ 5hjXFe./#gd].B;`2hD(,Lo(Af/2h/3HD=>>M6D((6l/[L0tc#3+dgTAVUh@#Jbc)**>Xg=
+ [eia7BB]^]"Tl>>_`<&JoFfrQj#[T-S`3V50PIigT<[:mm=rC_TXThlgqRfZp.3k5>ruJ'6
+ LOdpd7*t^RR/KA,AW/r53f]6]0nkX?%Q4!5lGM\.h-B3gI?g"[$lm4GrS`lp@li6aRh$Zno
+ tIq926KJLX%75jV(GZqE[uPH(^=*P>*7e.fk!:q_u^_/l$`+\=!4AqRU'LA5coTR=_sO\$O
+ U8M$&s4HrE/Ei,d^",L=hgZZAA@D9B`af5`_jIA\-AJkng8aJ#n,\Wlf0-Q!&7^OnK/,-q;
+ \]3qe7f75JHu[&F^+Lt:/jsfrqu9/iP"0:I7soO$PQej=5f^N'a2A8%1^YldbX_:p02-r8H
+ -aEdq7.1N3?-Jh91qfkPdKMc7+tMVl^#Veg.8R)'Tb6X(iG)lG_`qs9PhaCI)o!?a\83G#F
+ KoEi(o*#F+M\;#&K_ZUT:u=A'Gs.7U4D#bauQXT<13H9kfte)V.M2p-us.MtEgD9Jf+!D_:
+ $h5J3r>r2RYnF@sE29%#=ZdZ_=CGW6tQ)q90n>dCk\aid&p5brk47"@pOcc^^Ga=Qd*I(E)
+ ^]M#j67)D^Bm"`DF^e\3l`<;*`O>@(8D2,*_bbY,3]_kRLrD25J//Vt(5^<H!SH,%f9`-:n
+ bgJsJ+&+g>7Va2B>16(O,t=CX`jBL'3n_D&%6KO(N4duUKJg(5i(B4n:(.%r,iQNA41l911
+ Q:EfnhJF)29Qr[9-]274FKjq5u,#_^r/^fh&nA(n#q\&Un!-:3SDU*L<iQ.'@_iON;"$38H
+ RgUL<*t^:jLCS/Q1CW;XH,8r@f<qGXZRDL4F:FO[)VE"0B0=cqL"WCt-gZB;_j<9mg\2AD%
+ jF$qAJNW'q3*AIkLdhT#d3e1D>$PcIYLX.([#4<oC!m2+92Gf0JP)r0W"'^2^tl+EO7b>^o
+ *`4!J++O9&"4WP_>X:S/J,Z7RkYO(m]He6ST-r4YUK&Bo=^gdU1]$h*p<UF-nrErY8@2;CB
+ #9\6mn6?1%#R^`Idp/Bh<1Kj\2mNkt1+bN2A1gT!$;)TP15.m66u>lpDEjA_c/be$NC-Pcg
+ IF+7d7m&i,t=A((8CI=:0^"V$c^Sg2q5u1dD@rolpOKP:f6i0bCrg#D'?S-,,Bom=D_)3h'
+ UQZY#U]]Wt7#in8/AP/63dO=RD/OrK(.jP6Z&RLY,8:5TS)8d&0<GfkPY1S=VqReQ0=r9lb
+ V^ghKd1JCaYQ<t,U;qfc*n&6'Y^7jW:6,t"."G>qE$f8SbAS&<a@HD<Vqf?CL']R)nt:"T=
+ a,L%9&AV)nd;FGoC5kOQLXbTn^<ngb9eV,>JH;^!cAV4AuL?/19XcZi4]j'=,>OB0d5\^O3
+ H9Q:c!8(!M/X='#2VE5?56Yei/I49-Ro\%k+cW$O1tp3MgR8;=-s]*INM9KCUK:05%Ma3AA
+ JISN!E=G/g7:f4P<<$cm8r6NfC\?1":El[buG2pfJVP,'nk=!Kq1rFa@u1k/[o%\-Vn+a'T
+ b?[-uT=BGR(XkhQ?*M^$K(Mm49*%#N1&bBPiN$.#!asJ7tBPIDsck#%(ZVTd@e2`B'pQb)8
+ ^3e(!)9Fe9i=cF]pH.")YqNHEPgdb7^Mc5if^FQ?;AHXL'1h1\MBXW'nZgDj5K<;#'O%"Qt
+ nhpj<ahAj.3<E3?fLL*uiPQ2LnkWf>KE/+^ELW/Z>IMcLR).B*T+5h33!(M]NE<1VMXNgEF
+ 9uadCR8]=?=flM[Q2._.DV<kCgsu>S'W'UXrms%-`td"U2?C^de6jkQ;-\9MAU7OG0e$\6a
+ .7W<AdI,?I+mZHdG9@=]^4/a%Gg]_`0F:m7.OafWRuPki?_S,i)YSg9STKeLP$<"Y!ceq7:
+ ]^oA8-/jC:XM[_uU_]?V;F!%+J`*nR$_i?]HD6DC)E5SfuB,ZG%a:"t@<i.^K;Rh'JkkQ7c
+ Y&eRJL\a*'2[r\DY,#FktO&2":LAd[RHY[`R`>9$.CX,pi)Zt%@fi=tn9MZA?j>6_<7LA5r
+ #(.Vu^D._XBB'sRQ.J!f6?H$;.\^1`oDG*<moq;Q_f!ZdOV9,X[S5?;%jVB2p"[:W<EM<'O
+ Xk$L@VCUbG=4B[8]D_oaQ7tQV>Nf@?<3BNV`N81oXeWU<g@er7[ULL73Qlk^:Bf_6/nSVS9
+ \rSZKcjt0?+Pc%NTU5+Bl98OI[FHgHSE/&#>coSTPB"5\RG[k](U=&Kpl84,MBe,hkj6-[E
+ Q7"c&?fDg'fgtV9k3&!92"L\(4\i2D7\ZK]#k^7toS7p+r3[LtD'Oi2*TdSr;"aN2.5!@+L
+ @ro1<HB,Na,M.aT-NQplaKEJGSNl&NMorkN=[_,_S>#M;cUQu`=*=,)eA$IiSH`Al!5TYE+
+ QR=9G4k'FoTUsRD`jYj!t9gMiD6>-e+im#qe^!l1.W+tIL:1dbb[YO/hg?UA!CHf+qSd];`
+ [`!mX[!lRgArtbJ\fJ9nPDrcN^fj1f*&,[SmV_3*Ict[.qZg;4K^?qb?s!Vp[apb9br23+(
+ <NjOb3,(bl96P2h*,ZB%VOK<l@#An'r'n-q/&$jBIp7Mc.1pYKj\MICAtHhhUuK;5\R.=D8
+ "c``nfc@hTMLOmLEjZ?l=b;6K-:09O?t&^C5)-%<1*bLM2$icqi^F-\[@jelZ@lk&o.-9e@
+ ^]R9k.',s0A3o1bhKB?&6`rVg_Yd-(BYDjJi:Xt=S!ib__uisu'/56"oRfk'TW@pY%0[G:7
+ 0gtNSRB]fPi-FdiW&<fX7Kt(n%E,LG:mYC6@F"]=j5;[FSjQn9l0W6E(OD8LV@I/aahffk)
+ *uJh.-#Cluf)G>WB(f'pcs6kN?j>%oV*mE==R*n/lIPnn*nK?n,jP[]E!A/Kf-aG@2X%PEl
+ W)e:erA)fNh&AkhBrP<c9MSa8(0/05%c`qIopiS=`p4,67>n>fQDfh?&$-)K]$?0<puG846
+ 6&rF4WTg[i4Vq;Xqd#h#AF,AuWq=drH4VDo.Y(>Wq_>YAJ\*oW?g9%bbkD-u^h7mDcQlcVW
+ Z"/+k3pePB,-&/H!/3o5Bt:]qd2VgN^7I<XRt0`tib.!Pj8@Ku$3Kc"B6B#sLSGO25:Fu-M
+ _W+"d/I)b#Ab%D`:-YN.6+7r9NoN\Hf-V*_cY3gCeh2^.[^,5<qEN.dMFS>oYYF&<Ii:>*F
+ mO2Xump1WtD[0mBo-]"_s.FZKTm@WjL9PiVW()MTE<6OdMbcCsG#!%$4D_Isp-,9sQTsj25
+ kr(fj^4!/hYM7'O)c=XBLe0<O!Ec,P3mu[nn1Y3Q^.:sJbM<Zn4NHJ*b>"_4;/;aJu:7)o*
+ U7>@/;7fHnWBb5K"m<l3G[8L<+Ih*F"(#qGseuph(E>Y+p<MC\CFWEPJX@G@tZNq"jofpu:
+ ?-ViU^,Vs<0%h1'<A[f>AVg3HaocF56LV^cm`Nba,BJIs8]SnYF%FCDhDr(l@%5NI8hjWB^
+ ,L2_6iQptN2,T$28D[2!Wn&tDW:\]^%=mq4,L&L3'*W6f&5M%#p5L_e+eT*5%qbKe3InFuN
+ [qM,;pD;QQ2j\_Q]3?Y*qob+X!elk:>;_VH=$rD>q1$:jd.i8`,nl/)@aTG=Ai1Nf7q9sB"
+ GT>iP"B34GsnN0/!`h>deSR9AM]cLB%)%Dk&ibW:M8/Q"U9ZJU/>URH:9/GnU/(%%EDVfJD
+ 1g;=^]aS%^B3=f'Cl?a>k`fYurW$>=G.'&%1.oG0><FiH%Xrm\'Hjk3[N.0Z"-.-3"'t_-q
+ ;MFs'4,M8eJZR/D+e-&]mM1:_e0B.]?AA[A']reEY3cnPT9L+])sW7>[+RXh,DMm:t%[[V]
+ RkA.]bD`9sfQN<#]ic'.t4cif'`oV8%I,9WCV9\@JHG)#DD2m69p:HmppLl;@nhIe+D_IV9
+ S7DEo^<_#DiUcgBIU@#dBfa<5Im7l<!<9i(3&^`NYTsY\_%9iYA3mGF3sS)+JWL?Td&\l.6
+ P/$1%`7/j57j4p"@j%lJE]91`A'b\(<)DD4AVA"N+X"tOh>NNR3;;k*QPGGI3?TD*.K0R;D
+ `n8'IHM=-:r5oTd>Ag)3cb?B#-`JSHgV[V+]87_(a)3*6Bt[dlc#7bu7m#2U0]uiAf+]SEW
+ )[a]Z&rT#C/tF,VEeYS"b;qREk.b=rJS:s5<h7]nRoqadniP5)VmbT/E2YY9ro:9kT*,gA+
+ Rh+:JN[6$fV1i7;8<n3IFHW[aWPC6WDXt,W>f+&Ir?Fk:NY@+rf"1r$pQ6X^d]f'#Pqq9;l
+ T);bf]E8+:euSZMgJCnZ#!jr._$WMjoJm?8d+hD1>u<3,(WCTG?$JjOXm(,NOsH*9h\Y(1I
+ `^4:AlP29WJYU0`rXn?T4d6RL>gd6+c,,[SgfQVfY0)!j&k.uNoSdgEbjVZaeWtcKt4>s]p
+ (uh78Xb1+\+/LY%^K][*oVW;\\=XT')@r7A.#Q:5P[Oc$`ln<Y_3o>A:LADWB>pPE0*dec)
+ g^3tDd[Y#uNOPk8cf<M?_PHSqPl>7_k-CKnE!\Sp8"T':422^\'9_cKReFi=$.h0AEjZus5
+ m=7uC,h]b?sBotl!`b1iTRJMDD*5=5Po3C05cL]ik6.#70+%aoQaj2GdRV,de8t#u5YZdKh
+ 'JGd"H'`MA;LRD;94pEd1;IOo*C3J7'eY0_kd=Dj=6X%>>Gu98St0'MFk3L#lMB,CmCBYh^
+ $s[d&'8F#4%I])g08LK\D,niiOaP?*qfBb[mp>on6?M"'_'HI*B9DhOb'8/%KcuS$GrGra/
+ KJhn3.+D(aT=CU_SL.?49,e2$W!u?Q16"HO:pt3WiKu)aMnO%+\hoh9.TdcLIC:#'?]u,<g
+ @U+ri^hR.Ar]c=o!1eNG:\&>BiiLrUgC^$(XmcD0<5Ys%Zd2SaL.46h^.<VEP:#2C;QmVZs
+ f]!n$o\JsU@Io#b9Y9s\rf;^TV@jDcr6'rKXi7T75S89RO4!*GCI?2eT5Y)ar+QOf%OO>,0
+ NoBIk`N\5?U&8C0n;o/TL_hsGZ/%Lp2%3e"SS(dM:ct.7%UnBeH*9OV6l2g7-!O*"mp]BeV
+ n3TX"AY91:+8i%aVCFA=$J:B?q$sK(T&A^N"[39`[R/jj#_dZdA1;<#hh%"5bf3*A6b+6*]
+ (hZarM_JICbgY39MRKSC='O:79Wnk@EtN`*@^N;4K[;R%7$HZ4d>6:c!WiMhU_=hb!$B@O2
+ F@1%=I*]W"USAPB%:'!`\'f<"[WI'TKpd,iGqT%E)R\<kY7O=a%V(1QAODDNHIba7]Phnsl
+ =d?\FbKOBgkSGN`AQqe)fc86PPiH!D]TMuh`;!K>qW7;rb<19%I8%ddu,G9;gEMPT^4EUkF
+ S7\.f2%8[f4,3ACKL;"n.:Lr2U!Wkm;(<_W-%-N''$e!<2oS7\NHI@jI_8>&fbRe/-B#2K0
+ A%'/9'diWR>\LdJcpB2`H]c?K+MpXZ*l^5nF7Rm0$IIf2.l4:S[6mrcrq8/4NGhH(rM_cM4
+ pe,K6^B$K!]1lYr4?%jIMsOJqVL>aU`/M%AGc[[@@"AE7N2LXu3qQ7-a/0<c*/Y2`\9D4/F
+ Xsr?e?S*gT8DbtETX(C1el2[g;.-I_2$WWU\tg+1^"mq(n"f=q#e)s)IhD*P>$gf]WqfHLN
+ %iX<W]CP*d&1CU:QX8!`ggR1W"n6r0&f)"=[$7/n_c,RWFB&qQ(EH:Bic_M<H@+Xa68oZ*H
+ ]._mW%$6)f"&Q`OF\$Q^>>])OAb=!ph]--rFcQ"S4ic$5HJ25jlNM-h^Oq1o$_ad8`E:Fg7
+ qrsn*2RQ,2@lna7k@9uM-I,H?$gg.-t0\MF>G6c\om^Uh.m0Kd3(HkTnH^2OUa/P&?d%JY\
+ Gk[j%o4EIF$UH5\M/AT_'Rb:A"I(%jCEqLCinf2QSqJ+hAB,T[\Yt1^oneVh8Yo]up#K:g<
+ iH/8K\NH^TKIAgqeVF^o%%'+&L;R><U!0VTFn(fu\>bV)H4L;0IUD%<823es:`d+]XQCn6i
+ sp1DS&gH:_LoXI(S39M>,Uhl'R'qHKrg'Oo=(^a-+E2tOfXW*l`i?t\)hS,lCe7T4f[^gG<
+ Nig4B7oufl%L`LpbR#K6>mo&dYD3V'*CD$L%\`5Q[YG=NgcpU7*[Sc"VLTb@pjWco(,NBA[
+ unOHC(=Y\15?-O`PG^1"2Rqm_(%Ub)M`FB).BK<IU6f:bFEKEa1_'o#6i`g+\=r4P(UXU&g
+ KY^=Wu?N[]n[26em'M_>D2tVcE$<?`\CA[FX^.q!(6qI#UGE4[p"D*Wj!Q7r];#7hBrRTqb
+ ot@;Ief/<g?]?keJAPR!;1&`&FJ;YV0hWZN$<Cd<+@K!@j%_8?<[ikT737qJ1paEADQH,kp
+ nmOU0.1*.ZL&.ZDjT/u/3o\Q4iHCn4&rFJBpj1[sB1$1Y(b'N*#b[>U&BmtbrG8)`lhi<7N
+ :5"kepnO%\NZeT^7h<c_4h,D84XK`Tn'q3k:[EL:Zh4G$a;c9`jG?'^-*!?,94+'.$S1oHL
+ L@gCUBkn$%#-nu^S2fUH`?l!p&>!SrVt4D!"]54:^6u^$NSNa!>#nF:_s.o)Ze;-!Y?RX:a
+ Z=+.g"'N!t[6j:cAK<3s3ho";!C4+9~>Q
+Q
+showpage
+%%Trailer
+count op_count sub {pop} repeat
+countdictstack dict_count sub {end} repeat
+cairo_eps_state restore
+%%EOF
Binary file doc/interpreter/octave-logo.pdf has changed
--- a/doc/interpreter/octave.texi	Mon Apr 15 16:39:17 2024 +0200
+++ b/doc/interpreter/octave.texi	Tue Apr 16 12:36:15 2024 -0400
@@ -100,7 +100,7 @@
 @multitable @columnfractions 0.4 0.025 0.65
 @item
 @flushright
-@image{octave_logo,2.1in}
+@image{octave-logo,2.1in}
 @end flushright
 @tab
 @c this is a spacer column
--- a/doc/interpreter/octave_logo.eps	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,2246 +0,0 @@
-%!PS-Adobe-3.0 EPSF-3.0
-%%Creator: cairo 1.8.8 (http://cairographics.org)
-%%CreationDate: Thu Feb  3 18:31:36 2011
-%%Pages: 1
-%%BoundingBox: 1 1 229 230
-%%DocumentData: Clean7Bit
-%%LanguageLevel: 2
-%%EndComments
-%%BeginProlog
-/cairo_eps_state save def
-/dict_count countdictstack def
-/op_count count 1 sub def
-userdict begin
-/q { gsave } bind def
-/Q { grestore } bind def
-/cm { 6 array astore concat } bind def
-/w { setlinewidth } bind def
-/J { setlinecap } bind def
-/j { setlinejoin } bind def
-/M { setmiterlimit } bind def
-/d { setdash } bind def
-/m { moveto } bind def
-/l { lineto } bind def
-/c { curveto } bind def
-/h { closepath } bind def
-/re { exch dup neg 3 1 roll 5 3 roll moveto 0 rlineto
-      0 exch rlineto 0 rlineto closepath } bind def
-/S { stroke } bind def
-/f { fill } bind def
-/f* { eofill } bind def
-/B { fill stroke } bind def
-/B* { eofill stroke } bind def
-/n { newpath } bind def
-/W { clip } bind def
-/W* { eoclip } bind def
-/BT { } bind def
-/ET { } bind def
-/pdfmark where { pop globaldict /?pdfmark /exec load put }
-    { globaldict begin /?pdfmark /pop load def /pdfmark
-    /cleartomark load def end } ifelse
-/BDC { mark 3 1 roll /BDC pdfmark } bind def
-/EMC { mark /EMC pdfmark } bind def
-/cairo_store_point { /cairo_point_y exch def /cairo_point_x exch def } def
-/Tj { show currentpoint cairo_store_point } bind def
-/TJ {
-  {
-    dup
-    type /stringtype eq
-    { show } { -0.001 mul 0 cairo_font_matrix dtransform rmoveto } ifelse
-  } forall
-  currentpoint cairo_store_point
-} bind def
-/cairo_selectfont { cairo_font_matrix aload pop pop pop 0 0 6 array astore
-    cairo_font exch selectfont cairo_point_x cairo_point_y moveto } bind def
-/Tf { pop /cairo_font exch def /cairo_font_matrix where
-      { pop cairo_selectfont } if } bind def
-/Td { matrix translate cairo_font_matrix matrix concatmatrix dup
-      /cairo_font_matrix exch def dup 4 get exch 5 get cairo_store_point
-      /cairo_font where { pop cairo_selectfont } if } bind def
-/Tm { 2 copy 8 2 roll 6 array astore /cairo_font_matrix exch def
-      cairo_store_point /cairo_font where { pop cairo_selectfont } if } bind def
-/g { setgray } bind def
-/rg { setrgbcolor } bind def
-/d1 { setcachedevice } bind def
-%%EndProlog
-%%Page: 1 1
-%%BeginPageSetup
-%%PageBoundingBox: 1 1 229 230
-%%EndPageSetup
-q
-1 0.498039 0.164706 rg
-16.258 153.068 m 61.023 153.068 l 67.812 153.068 73.277 147.599 73.277
-140.81 c 73.277 96.048 l 73.277 89.259 67.812 83.791 61.023 83.791 c
-16.258 83.791 l 9.469 83.791 4.004 89.259 4.004 96.048 c 4.004 140.81 l
-4.004 147.599 9.469 153.068 16.258 153.068 c h
-16.258 153.068 m f
-0.831373 0.333333 0 rg
-5.030871 w
-0 J
-0 j
-[] 0.0 d
-4 M q 1 0 0 -1 0 230.399994 cm
-16.258 77.332 m 61.023 77.332 l 67.812 77.332 73.277 82.801 73.277
-89.59 c 73.277 134.352 l 73.277 141.141 67.812 146.609 61.023 146.609 c
-16.258 146.609 l 9.469 146.609 4.004 141.141 4.004 134.352 c 4.004
-89.59 l 4.004 82.801 9.469 77.332 16.258 77.332 c h
-16.258 77.332 m S Q
-Q q
-q 0 0 231 231 rectclip
-% Fallback Image: x=19, y=1, w=210, h=228 res=300dpi size=2499228
-[ 0.24 0 0 0.24 19 1.159994 ] concat
-/DeviceRGB setcolorspace
-8 dict dup begin
-  /ImageType 1 def
-  /Width 876 def
-  /Height 951 def
-  /BitsPerComponent 8 def
-  /Decode [ 0 1 0 1 0 1 ] def
-  /DataSource currentfile /ASCII85Decode filter /LZWDecode filter def
-  /ImageMatrix [ 1 0 0 -1 0 951 ] def
-end
-image
-J3Vsg3$]7K#D>EP:q1$o*=mro@So+\<\5,H7Uo<*jE<[.O@Wn[3@'nb-^757;Rp>H>q_R=Al
- C^cenm@9:1mM9jS"!dTMT<$3[GQ$8#0$s<4ZX!SPQ1`C/m<k<ioH)<bk^Hj`\=EYZP^B4!g
- 3;B=(iZ<kDqOh(X4@+3qpEmDSXE[N7)FF1(;OFM-38=+\!"mSZ!7M720<,1go\RZ:oJ9`37
- XA_`&!@u03iE15H4'/LfI@Uh@?Cc:^b>HHFlMi:-ncYKoBDKd&.l'7:d1hjHP"/@`m`GlpO
- c85>dbKY(%>)m]_@F1F^W:<L3'=hf;GHY9?(+ZBHd!%Wk:NmK&o'^t@/l1e_fBr>1IXb_>k
- P+oS^^pnX!PjdJ%0N?fM=c69a-lF/*J^E.Ga7^]5&MBOJZNr)/os!l$t_6,.MsMbRU7"#FA
- WcA0jJ!"`Xu``-^WuFBcBOH]QG47OhnLF8*0Z$+ik9IKI@ZAglWmS10g@sap-Ln,g(.lW@Q
- ->bc<4N;(T:qbOZ.U1!C:K\Lu+g$+MT)VXW)H*$`:kEY,+9bXi`Y9J1K'X>tOqR>^\UHp.q
- &&OXq[9bg+EP\hF2dM.Ze8^`j*/;0WCl28/c->D1[(JGuE`C!-Tq`0X10W-'#V<PBgeb+&n
- =iCt9?Wu%r]ldOK;13d.f?m!1**ALIN?Lj@-';c[EdX9fg"(8S/6[)EW?f\d/[]ELP>oqJg
- Xck_EJeg;b&1JY9[kR07dEZc%l9UfC7OAO0NU?5!Rc63Vh+2WY-4ZTJ`)nJ%>3UV:)/KAQu
- 3q"iQI)UDo'FD!`g9GBdCb1:0>;@S$ct9-5X3699Ni=:/P0F=`%Z8jd"YC>@s:oK4&=,r+@
- )'p+CW&=ZR"[BZ`@^T5*U+]rc.qQL:.rgiistED76Ld;s(A^9r$>L(Uu!lh^=kYR:nJfO^Q
- u&Z0T4#1:tK*R?1sD&u3['RjL1cLnm>S*p6in/MrB_=3@#k'`kVRGN9+a!'A5cQg8pEJr(L
- Q<kLm^GF)T>jjD3F;[;3Q#q:X?'t:*5&H^1Q0*"UFnQT#T6?@QQ.tM'L5Xm^>!A4Il$@Q-V
- Wsa*VfHQ6\!=&]HP`6WqAsRMkNi9B76)?/_:%`l`];Ur*"0UU9lRj#c1ClU:Y#.:T5WQ[WR
- T&fD=47Rb]o>qD,,*Zr3nZcgtVpOcjBb<3!SSP,RK#3V3j;f<9mgo2-3PhS?mBc"kid_BFo
- %;ZtMSji<-o@NBQ75G,5N%9IXarWTcb$W=.RQ0nmMa.[n/SCBIdS&>r2u%FNf\Nu@7)_si,
- i#`TGU6qN54/ga!=SJ00cnf&nA=q3:D,M/T(1s3T[3Jb7)@f-F\Z&SlT=N)/Jqk]9K.?_Kf
- h#lT"EIog_$F>OBm9n,JO%CAK62,]p,Q_(mE09-HB8k?3>Utq2EYq/(*@#*Id"\<=8]an6,
- iQ8hLEhI@+gFj'*p_]'_qFRa.%r*O7&cGLY#\0J>q=P]q]F/.]o,h)WC((7)rW\.9A%'6UA
- Vip&X"ro=c"ln/-qY@Xj]PgSK">o&9X(4C*NHA2;mPB=g@[<8,,FoA0g,<Z5Ra@=B-PK[#]
- r>7Wh'Y/L;[TnX^E>9LE;l(K5'h*0%=J$]"0K#K3I)'Fo^k=q*d]71#Ye/<*%PqLf*HU-et
- :c@lBt&k1I*UD.I%dCMJ2B[">[oT#&3.?,5p744&c/iGt^h_X;Gd>h$u3_``H:"DEFVb8@$
- 8*RiL,TT14oaTtQ\^'doAP&G8/a6%,SNNftRAs3<DUgJQ(.KG'%`uph+b=l!#E[gaN(R#Fb
- 0=)T7;8l(Y-qB\!*oi^_Q3fE4N4#.jlkfOU\3o6=3CJ2kq'`JP5:G;M[N-e9eE3*2ODYpV+
- fg42Q"r4S5#J(mHNunVsoG7:+D)-.P0e^oeN@=g6GV"V,3a`>1Q\H=D\,EZjUQ'4cL&p-V!
- =c(b=rp%rq8HXp)YO<t=4p>E*XDX*:^6a@N#/_J93<]!(f#^"lnlFmbfGYVm!Z7N2e\lp]m
- <F"u(pfGud4PgQd6d`Ok5G@f2+R=hhpqH<.OBJ76^ZrJ!G>&-]Zk>eIr<j(%^>-!4VNE*D(
- 0*Pb1bVFqRN%tIZa%um$E\PKN_cUge@GEu^hiQ)L,'C@!dnN="LtK[+Y3BDbX`e]50tS1gm
- GhCWGUu$=J/=6b7bc77R>'mo=0=U@f4R"I7!u^o/LB)YQBra8S\HtHdGMJPJ1WBVP#eU4jk
- 8sNo*)8?0\Ze>SB[I@?ro7;FV+lKUcCjo),nH'_o,eESb'jHcWT^#B@;f!8!*K\"+5:>6,b
- J]a@F4\0,80E=eg(n0#i35(hlZNNNV\.]K#4Oj1EEo7a=9(\I+bc81B[r`UD>YaeND0JX!I
- "T;\/]dGO>.QCA'\bLdI_leKIIn8?%o7aj4(h2AP_TNF+;CiP=7'Je25ocJJ65Aa].[J%Vn
- gK8Ik%(%3(b^`u)\gVB4:!Idh5*=7IYB=OfAYjU*n$!Q89O7$I^%CGLa-qo.X"?m-oe[H*r
- !ucfRkZj9p%?l3`r#'NafR5Y=4[1Vs6He0YOFu`bo6nIi16"8[O36Z*/lGS!:k2b*eYEoVM
- B$&?-E&!1$2`c_5L4Mj+I`+$1;1G$^%X=7_\-N>GIp1?AkTT7dSQ-a%LO/Zb:R[39j`.:ML
- 5>^F=ktaBSp2E(l7kS^+<\R^o81#mlkVIT>c?;i0E"/XJ6m(t[H)Nd"caaS>d\jBE<L-JnS
- XXdIuV\\(k.EN$XKQ"B*L0?/7o*TR'KA!CKe<1'?6Bs^r+kM66cH+uMhH7qYLhN)dNS_ND<
- QVR3:5H*h88#JM(i87^e`c'_?A3/O(]q'N,,OQ":3(9:p?'g:F0%">lL&:8Ki^ieAGMN1OY
- O:1i2#"behDlC%qd'*e%H,$9KM!2U_oCQfs!.@>8*TtZYP&S`bWSJCW%gT:htc.erVsA&oD
- Jd=J)<TW:]T=T<rd/<YHFPkc0Y-VW0o;Q!Ne]^bsq"mLA+B!pSkC`#WV0B]ZKL)m)d8iCo7
- "V=S\!0q6&ZZl/qD1<;MZQ_63G-&7Fsf]),pL#*<L.#::,JHr)!O*pAFYY^m'6Ka;XRcb[a
- e_+suJlMkgjrt(Y!:n7ORr:H'LoP[G2m25naR1!lp!=rB8/uJ_@%fsrL!Y?L3l)+TB:BJjf
- !tGg_O+d[tjN7rNm-m9kDUsq'QNX=Sq9)V=:,<'Vmar(X&?iDEE=iD['',b"&WG?]i<VJ\-
- lrE1P`Ue9nM(\32%sYrXq*!&JC6:tMAH;s'QBfS&Q&l)<=1FX'sIcJ%G_#g\JA!Odh'J,.*
- 2+!5jJYP%1=Bi:Nj%E.h0gU%LeZiLd_fX52jhM%kpKaOS5ZX:u_!I"`X\LOUVLL%hV[L#14
- 2\Yo+N9^eLK]Ea_McJZLM;aV0fi*O4E@n_d:VHlo&.Ic0W3@Dq@A9cn@H+-B>6EDmtM"TOR
- a(!s&tn,j%r'^="[os&E9E5q1f58T2e!`=E,XGGC6Eqe^Npb@g(EK^LCbms0ii[npKOeR-j
- r6(3&qCl%`Dm(*459&"^&MF)';&^KqF!krE%&&h(!A&*(O?t\b*\r^'nrY@VPUbp0+5reE_
- %]Y[RMTD<#a,!6nOkAEr?'Gi/$]1+n>.85`?=VF+VA3"EmW8(^FaIL(CS1jLt<i0K-JSA(_
- A279ALhL[i!@o,R(4o;!f-Yobkjd,r))>;5XR1>1`=P)\QX8mRJUf,l=le19u$X_7^H>%UO
- sA*[0<&17'gR75T'W1nmM\KA7.#)@Ji])j79@o3XC18N$(J.oU:81N=qn#:pJi+O<Il'7dY
- l(G.3f+fi-so8p43FFeDTp@3N30"DF3nDJ;C,I7+2Er;"pM`YOE,`**eM:3aa`63(k)NUX3
- ZPs(RAMOoH-F;Ma'B(_<j;YnA9q_P^_/+SZg)hL41t2CfoDq33i:.t@4CIAJ&PY/^@5`3F6
- $+,*PA`@cE@[5u6F1kNP/doNK.O=S3-7:`db)0QP:`^83HF.?WuUjF,s!KW%?:e0&2PQZq[
- RC%4-,@_dg%/Aq(U8,-#C1JC_8f_mlbZt)me9^Zf<Esk=IBG5,#V"bha,1#d+jF9!k]moW[
- 'ncBO8Y*?_@N'!*#$_b>.k5uc*&Zm/:%-S#jQ9scJpOJtu2Ik8uU6h?,;du:*Nh*bm57*8e
- (%"C;,dj#HW,=Hf<ZM+GpRl_n%0G0WGoQ(..q`JtI0e].i%=LcB2b9$;8FgUhF[8T!77i0e
- 8^sCQ_.YNRe1S,7<OH+4ojFHua;BfM%jO+@TlWmnEE?.c9U0s+FO*8Fd6Z8.=L2p?e1Xr=i
- A]&C:6H8+<:)86]_0eM:NMdR##d-CBeGJp:m19Dc[A7ohbdAjiGk*DZuEB.^eIdR4EPtN0r
- mGLY<>f-)`9cAdVi)B8Q9j*<23>!6W3D^bSKC0*X!9[2A'@U'k(_\*WtC9A2"AOC'\6c)V-
- ?=p+]Y"2-:TK=>UapeCS4c9j(HQ//=RJ<LlLBUKS&1:G"G-YSU*aR.g$q>E)9.`ID+tD(eQ
- B7T6Q]Q@Vo]7kdrn7oR;Zp5ml`/J%O7-.V0LFmD2U5@5'Q?a]]Ep%Mhp^M?lW$\Nm?"?%)a
- bp^"<CpqT)p<ZY@-m&I.116:.eh:o!.rJBDA!ZFu[=rNVK4Gbn'UD<n1bE81k<kL"AX)Xe<
- aA+Z@:i0U:^bZ_dd(,dV.WfHlo'7oEKMpHCt:HdGkE@rp"L"BhUe#HW`:nD[5e$Umj==oFg
- eDD[JtD.[rtQ]*!%C'_4!M<05WXnGIN!Eij<)ZP^Drg*&d&+p?-]Z/U:AUDYKW1eiQuWqd`
- b+A@DScpB:o22Y@jqAS\\A.g9Mr'lfMFER[o`<*2U+.9n_B>_d`@$A!8>"*:HdB[NGo/gka
- [;e`QUC%XE"1lHKr^M=WmJ?jB7QXt^aB7Xk?*&)ITJZs$q'mLQEK"*Caia@4$C5TgF21UBi
- \3:h`6\IC\H$E&:\"@Qj;cd#mH8bA@F<tl#AI5iP:,fW;Qb?/G'+>Zl>1+[m[C%3c<?h1dI
- <KlsfA0;Ji:rS_Bp\'^2:lP"-u7H,mPjq$=8d7Y!E6G)8JhnZfEja/'9%/PJPQ=W6^AJNXY
- ],0K,EF(pu.5W)BNE*@KG$e79tRk6'$7ZO-iLa=A+>b<KMEqA!gJ^p-28P6&'Te2mbB'pB`
- D'F*joSHkVQre44nICM&d$EXHN$:'E\#?[]C:7X$Ul(ZeNedrXf:MH5js\?BVp@:#1V?J)l
- )Geo_(6\/BcN0^j?0*2NVIM$'5-t2>4=QPr2Q'le.4ot?jJ[-:]R(>P9(>/MQq":*nrK!?K
- O;Y`bfN4S&?$[6BO]9knRF(-LC@nr4dJ5.bpig<F0eM'8a4WHS3/;N6Mac&QEk%6rUna1I)
- jN;.BUA%MR9`^sb;!./qH7HG)/EtfWM4P,N&c$>3I?^qHo3p8URF:ai6G(,S/n<90,^1RqG
- F(ENZCc?&u7I'iN\i]7@MqAVRa1*>&g#l]7g!p@en!)\Ik?Wc$G[CSN.XDR3?NoDaV&aE;;
- "fEG_:h8Y3..T(Zrl2$]b!7A$t"B="d_'cC[`]:dfOF;Uot<gP,$)iGUVJ,1C?3H(X<0<T>
- <UH7dc=unNE5Hc4!)?J#hJ`=td<NpfVYceuOiURS6lj2!1VRgKHqId)pD5TF5RlLGGRk^ge
- It]q9ZaaG6pT:CEQ`2j3OulC/n?ni@?`I2J>7RiafS'bNdV!m7O#d/DH3&kAjfDJ2488+r]
- $Cn4@6FFDXgr.g1F'%]=c<0FCARCo>G85^V6=B-G+gH+@Fp)Sn$(QW]=Y_nJ]9>D$o7m?@\
- A;g_5k6-X0LD*Z5_K1q^]B@YGZa3@_4R\Pf^8?pS`?RZoe4R(/_k!af0KpWS-6ne4$d5l*]
- #:Wn/>n(l;l1A[\IaX1A82pm%LVH*!<i;HNAkRtl*sflZXFMg&13=9l!t/O"NR\bi;.>[bV
- 0[Q!.43Pfg=!UC!f^W1_Ia/T=a.7pd1c+KaP]j-Q1*07d[h8t#uah'.=>'6aUV6_-0W#<^l
- HAQrp7DJZMS[G**dtb>5H$i2GWgPd^Plu6_5jQ'3B7"P6\)!]Rl"F1k_m9ZeqU)!Z0<K'.`
- /gt$ppm,eEOi_^FrR-o];`e5'=pP\`aQRiADe,7IAES.a5&>qr@iYFS.]DtZ(-`o*C7A%6c
- hF?^&4;JgEju]jhA>_H(4?Sp@6<"V8&KcW;URqg]]6V$&9FgLKkF=4;DHj),L/N(V)]R>.&
- C@/Q"TNc<4#$UrCWj%uNL>Ilc%Kr:tHeZOiX$"rIM,r<_7=&#4O`Y8nG7r+"-fe29UB&#AP
- .irU;7f@)nIhS&8`Gj$6#2GYHZ'S(]LTr[)L7GrSce:%kK>b0CC:XrYu^3lib?"(JEp""Ms
- W-l)*q:2j>D9L90f=j?d)cb+An''JP>?oXo>hOqghnnk?g"i?p]^)7$-+GM6`'(EoRuQ0n!
- Q=p?Y$K#c>nPl*($L$VURg#ahN0\Sb&%/M@l7=P^$k5MV<VRiTts8e)5\>o"m^U<l^eF@rX
- 8&k&_.rE^"sXKrZ0P'eYh7KmC6<M=V%k8Mnf+JbI^J9HVnb=6eFJ)L\>BAh2gY5F.\YqM#8
- u?r&(.7S[Z2RQ+a3)rNBNHMb$"?chih/?@051=7^UAgmh[+*fJjH7Hm$+2rM965o^gedMek
- SlCVATs'RA?ab+$Y$:ci:hf7tsFl5K.lp#pJ50MnISa?;ViV]Ur]/f:!Z0kX_m[p$A*HV'?
- GH%+Kmp1FNG^K<KWJEb@PPp^7S1F*]P?bH%jnd$[59$:Rh=<KrgH>E<h7G"];;<6RkPFN9h
- 9#:Rp#uGOoY3d:#F::5JE_?nT<IGU/f>+R6fJ[pPYNYBMacY<R+-"6*KN_O&fDCD8L9QljV
- !t\Y$!?C9BHm*Pg3u#Rn`&ZRFLYM4eGO6'H$F)f^ppQgS=GB<g?@TO=Bi<X[8p`W`A:o'sg
- rK>clUo(&JYDKXPZ!D"_X5Y17Brg",m*OUC,j\_V05@NEJ_HG3bTfGj5MLq%5/E;46=0,9J
- b[IC^1`_.bCb@L/h>b5Z5SBkg>);LVtEnA`R[(:ZdVcftMCA%GZJK8jbg24:1IFdS,\82d9
- ]FFlGM8S@mM(?$T-^W!<F8=W5Dbm(Vl#fQj`m8;,g?s1^hA43d[H-lRI3*l>S(['"qYf6E@
- eI)!qY`V8T?$?)9jX;boDnp,0I-l*5R$cl"UVD,)$Rj\8=^%'B%/+6_N;,U-^WuF2\*`eoK
- s0XE;Vn:_f7\d'ZG&[>87JL!Oin8;2f-,7^9e<.)n!sFWO'CoRe3B7L?OJ8CB&M,tTk&OD[
- UPH%RNfEeLJB$?EebDG(Vt[4Y+(TnI;W1E=@h9_1*i1<jl.felHTWf]91Z^g>A:@k3A.o0+
- &]04Khm/K?gPP#23:t.oA78W.1Y<l+9D')>I1o2<G(oHsZ9[a^+4&/`:n?Yef<=MGs<4,.d
- <E/Ws;cATD0u$gk<K1Wq<jfcX/_2f8F^A/Bon-S/Aj(9GfTnCYA6F((\RLOF=i=;[7rd=3T
- 8FAiD-M2F]5LpJ"iG=bG9tFR>k^\9F^93&gNOu7+mOH9L2"T'hWeD9V^f18Z$r^qP/=D1GS
- UXgXc%W?Ke5s?m>#,[K*8tDGb-D'ip:82a"`OR0oohT"$Y+CGnrg#AF5[\f]@BG>humBIU_
- 0D=egnD\F$>tSN?T,Xe06DS&"IUH5;2.kjOGgV.giPjShA>^8%VlYSO:>C@HluX[1<U1CS'
- g^;CCJOVCHo`)1&F(Mtm3D]3KiG245-EX(bO7P\52]l-!nV(50-pB)kfo(NMEnFLQ32t:s5
- )oWb[[.DC[4H0M0o(3/C7WWZI3CVA<LI9F1B'h`Uo_g^C<qUTJ>?>tG@D,mrSYp,RfQIL>@
- <XUoHY%EP@D?H"<[b[m*!DtBFW6+(nTXg.LSO*[I]'74HN(skm<a<F]C1+13VZ5ca$>Hjhd
- 8hDoj;q;gONZ+,0,=b3$&lhXk6Z!LT^[>.>^:`r*^Gt"(P#=O;W9Qa4Vo8JS^=3_"Lb2).B
- XZ9YfN$<c81FZ,LAfFe6G3IWV#-ie2.XVF#Hi$6!XDC(ReNT>n$biJU`P/TMcIG/W#OoJp_
- >S[(WVbhAd)Ci*jZ\>,FOgY9).DQ*ZN\$VU]>QduDks<0GGcql\PE1W^1+p)t`8qZN@WG4H
- brLU(kG(tH;(d\t\k(WA<<R>am`%=LkjIdO_mWW$n_-((!:F.Q^Q=K[A3;j`ZW8K-)P`g8N
- q)I&T)=e8P#b4IGqgXVe=2YbG#(^*5Xu(;rZB"YD[t-aD*ds(.?^t.YIRuRT6'LfAPr9HGN
- ?Tt`4LKhp&3).oYmI3_CuC1@mELD![^hfJIj_P)AjbW@#WQGE)pa?GW*hodl2pnFq;jkI0j
- Nuie:<s'[Cle$_!;5C,!qW6RZp`RbTrqOR]To)=\6"1e!4An[LuE!C,>P",Vj=-d[+4i1d=
- \E)C@$3+TiAW0C\aN]o3qFR^8Z6thR?IZGnuh+2%-KT;:^:e-sO*[t!cO4:RBa;9%o<ZAiO
- OqpJK8oZ%EpidVYOC8Wmk!%lPTr=4lUJuQ%;JK3)WKfB><:X-Ja)L\[6O9L1lEMjSe>nlGY
- #rEKCA[+_\:0L`qc7uf0H]CkQuE+95Zs.Q+<1]jL1UWkG"H!ePS:6cm*j4(/RVu9gRC!F&D
- 2=<F!hnpKTi-O6G":aVcAq8&B`0RC#M2@dp8QLma!#Dok7e37%^oRJOGlh6#BRrTeSmc,e0
- g@,+T4PM/"]uH7'Nm_ip%$DDU&?#=n"DSto5tj!e[)Ea;*]V0&Rt>kLZ]SZI7$<6FLT3c0%
- N4ZB9<kVfVAC,q'*p)eq\W*XhuH>cgL]pH2%?Mi]-#D1P>":QDQR^mlc`VZ^Fp923Q`IM%O
- AAFAn?WNWE0Pag:Xgg6H<u`A=->!poP<QY<F#dU)VAbo0@_fg:ZXDqVi3>8)E*0^gA8HE>K
- m$@:iq_JD0pM7KPJsWVq<Z`c'`#+Wq]@$Y")8FmX.Ycaf@nlR6LB\`U)>i,>F_BUBUucEFD
- B`2bCu6r"XCPB:6Sqq_/lptbuOL9l/m,$9J]Y#OOVh=h:oK17egS!,+NVS<NgdkepG`2pHN
- <h!MFNMI3Bj5=_D]@/r$l"(5#OT%86@pn)fbI21%u'lG8"O%:tkeEVeUP%kk.eC4CIh[hp)
- 0>cX-4_Nija=,7fN23o1<[K=6R/40Xs22Kk'K+qG?9oC`+OD-\d(LnJJNNCtqZa87(m/'M<
- gMT=2OX_^==pIAL4Aa.F.P#&qCQu:C\>#BhhSrcJQ*(O2b?8lF`uC;1eCJ-@)3NP,/#A^&Z
- GOl@ojm4mF.@jJ`sa1<E/Cj23sRb>+*nHQE;h$!GaB*'S6(U]J[@O0\7e^-5EBL75GU-.,L
- Tb*P=kd4b"BsM^nm5k<e_9dq3Ir.cjNigR?O[sf!"8*a')R$Ig!0f*]ElS_G.+)Y<#P5fGa
- d!FT$sC2DjbagEOh69pL]Aei;uO;eT[_pU#8^VqS8rCZIm=Oul_"gXaPdd/Muk[jQ7>.Dp5
- pCp2]*9uHFW.sLFH8\BEbFl(m$kAQ=(RVoluhj8,.E"=(rGSoB0@=2UG!A$.L=Q1Bsl\kT=
- 60N_5U\(.Edlel<50)lK)M=EWEZ\`24dRAR\l4c!s)FpLecY$*pJ:&q?s<AtUojRE\FYY*!
- N'2)kISODF<@4'0^^%HN6bc$Hq2WXn(Sd%3u%$7_:0BH0C!3EX8[?XZN"!3a"[30FoA/DZ5
- 7'*gLDFEYOUA^ekGKnJh=U9!&kfM]=\2(6bPEO^:.T(ZKqcJ6SLH__SD(U\%BSoW^".+I5>
- ZZ2u>TtLi9qr&0<ea*]Q[paE7^^H3_XB_-@aAC_oBb(dX)r"uq5:T^;dD=gW8']o3stl]Af
- dg:b*k]upC%UYVcQh`5K1\U3;>;r]_sj>j`i^1694Esk#"kr"t^[B&T,T\hde0H&(%3_Ng@
- CbmVPnO#rX^FF@eZPfjfX[A"Y^M8,1K-%WCIm9Fu]0ioo_mR8&DSOqF[gTc4'LOt!1,i-RP
- LK`IlbC5N^qb<5\"!ae16oL>1dJuR5hlf$gOR6=SO!Y+*^!:&=DS45D$Q3d6'PD=Cfa&Q=@
- J0O*l*#Ud!c*GB87`P#,GPDll=""*_$PYZtpjS.f;UQA2!8668RIToHcMF-88\=2(R\+X=6
- WO._48F^2rGRgi#O.Tu-FU^;M`ie8m/smmB18^Bt]C@Wk+[AA;'F5@aCSZQ:\DHm1AP[]DY
- N_u-st[_rRQa;QSI/;#^J!j\mr]@9<UbX]U!#Xjm``3bArg^?'b9s[cJ7-kE)lC:9WO@:>Q
- KJE$%Z].DDPY"Q68R.QQCmPF[@#$^dV+>DkoNjuaS4UAa7MHq6*$3*V+KF4-_B`^"gQnlc-
- ,'L/`fqjY1aoSe.QQ97`oJ^DWKfs]&4\"J6R4Ck4>XQjFi.+!7roM37!Lc9AOiM.5CBm`%"
- ,Z,4\+Qs^U-3r"@'ZVJA`BS83B6ke:bUg76iqXbT)DDjG9S,MG-Yu`6?4`;glI*NP'Y"3!>
- >^*6Ub^5pU,Y#Cq0CI*YLacqOqr9cH6NE-qoC5)*Hb8[R&?bgsnkT1S)c]tE&Z4JBVRh9%h
- :8k\*b>\Z9pCJ&p[8rF%risSJdDl0>30_B@r1p0>2Y<t^"b7s53CT:.@G0;`08!LBuRiFr(
- +%q!/98iX:l@R(QKLcb&9@SO9jS'<e6oR6Dc^]a!AAZ,m_lctX8?1jk_EU<0$quQF_">c@'
- [+i[b+rEe#/jM9,mR7p#Z-Ke:mlN]^i>-S-&eAGd+m5Lm+=ns&4trU;&WM1]\>ndA^/\":#
- p!%,c4&<V`mc7:*\lCS"<AD*(&^>7h"O]/?[9NV,!GR7qEl!D!X&BmDk/G/C_'lD"'g)nJb
- a(/PN^i]Xu@ooduF%4-T`kH,e0fhFnX[9H<pl"T1ZW_9^p8cgrqh"NSk'%8\:#:dmEA4Z`d
- 3CPP/lSo"g5m6=PJ5ZA1Y#iKo^aF/]fAVU^)8_$8ZCn/b7fY*gg8de8=3rd>OpX)mF7YBV9
- A8/o'(b:!m2-at3AK*tT*6q-B6L>gX]]W/ikF)Pt-RBt[#kuLf2UY7!b=*aQo,UJ>BMs`:;
- OW-^1Mb<([8P0#^\%6Jm:S@/^XEKLc^Y,:,*(!\im5e%`3!oQm#/Ze2b;Fn.BPTur6!VS3k
- UhL`B4i#<C,5bGZTlM=.E=r0S9FOg=177;"]62I7R3E8PQ<!d5=SA_>%!Y:=3UK<;dWY"c$
- (tW)YDfc8;ObNDtn.<`mSJ<IGuiM4W7e@*YlXO%ikLI9eRu?:UPn+lt)pF84<+IEsJpbFN0
- !4_5T2/Y"[O;Y;^`XG+,_qUW>9<m<HlPr2V-kgo[O<sn9BJ_sN\!n4Q!>*KUb,SN<#cW?sF
- >2?>bmB806H`nheL7!$NfH*?'Ze+$@=7(H@D%G7r*`S\]e?ic9`+E+=hq1g(fOYjkCBr7P^
- ^PXJ0Vq_#X]8@pji8*;5/!"Zm>oEfF]f`I+_;nRX7J],bW<]13o-'ph3OO!Q^_Pq-l$5Mbq
- %+6JBqM5;WPRCHAbg_7+qGg5ZC6W):DR5eQPDt.:o>Or/B?HEPUX39Uj.*:#fEQb<[$,#2"
- &'0RMNuYMP9'?Cg@fWTXQ%GR(H)O]AdFmBg3u[G,i4?OcR1KV)J5+^:_*>I(NN9\n4ZhV7-
- g=E:k&K]1](OP$@HfY*2?e\ml(*kFdB?lF">K]ua,>?N8q;FSgQ23afR-I2Qt@%C_3'q!FF
- \juGBekOZBe^_k!f3o!,?%i#ZP2KLNO&j6Sg+:0Jh)4$U2Vn4t>'8e-Jt(Jc**tTY4Le053
- -W?LlXC>I@NH_&.$fZ[Ig$SL0=YcRn7lEU-sm`=?R>6^"\@8L&77fYfHn,]2>5%4pGm@kfN
- f:tm80GRqc+nY>UB>D4oX5!j]L$6i!ACO--!#e"!K9"gmq[-?'AZ5bi!op6_q-%"^p-q.:B
- hufq&XG[4G_O-/$JO=l!`DlAX[X^"0V+h6Q'H_WFYUUYY"Nf*3*<"r]o')bBqfiQ^FGQna=
- lE.qR*LT9q)2Hsb,>\22(#=*V@duFXr*JKShif5DD#%Ce3.cR%1il1LPVCbcK+ur+G<6d2?
- 7JJQ2q,hLK2+>=.Sbtt4DW>n"B,uq.gb.W^?!MPq3bAKWB^TBeGX!43gq7l!L-[BQ6;ht5j
- >8tlL.,Ap7Sc2WjF"UJoR^KTf'#[`jKo"iVA&%=iah(o8<Y^g%#Rtn1YQFYh@<Lk-$*X(OC
- `82"'!eS]U:5^8S-J<BjR*>Cs`G8F9dmR$oVLJSsnoHA*,\?AhGQF<hF*oAn&F+e>7_*jCM
- qoKBB<1iu58KnVH>\s'nZ2d@peSD8T`B<F>Xh=PY'3?98WsOCs"FCE)hSp3Kk)bu.i4B?gf
- rk'g^@7),N\kREto)^OW!A`u9hkZ/:/ASL5A5iG1g`.^#2V)7.Rh<;]0jXW5tVGtMEOQC(T
- ",pK>.&,s$QYaslCu3H#"4[YHnV9(FAepm'-IZ\;@;4#YD,t68D7=+o\C_Pgk)2p\7,7'-(
- $<,*B$.Pl4o4=.qr:r@k6pJ9-9(*?X_Qmkj1__2mQ@o^GiRq3CGW!V7XJCsHshl9BA1aKJg
- &qhZXD$.A9HC;`LL?88`:AtC\GPWIG.58M)+c?:Y*Hq"NB_.`b=.f,UURj^<#dBO\DuC>9I
- WdcHboD"E7-?02>gYcnc"udd9O2E/t:l<sraAf4kL?C(CedHV*K\Bl18imDVfbAJXQRqG%O
- Y@ofT<V8BINX@EIT:1_E4?KU$\Yj3Y"kFUu"!dA:hAntsblZV^W7doO>$sbBjmj8N_15>6c
- K'uaSi?j<JDYNUK'kHb.f&$:El.GIC$d=#!kiRpkp;q7X<W_m9KJblI!I8Wk3-1-@F.)H1L
- 7)bQe*s7toA9lA:7^mgSoE"A6-e+i51ro5&2_)o(_76]:>KZ&hCrR!>Pr;T%i3$jWuuTGo\
- 8Wu:39kZY@goVm[$g&QKg$)+'%1aEXqJ$G9T[lml$cJ=cXja24CY%88g]*?"Q]B:53G)TP/
- p8mtjYIo>5PAqXXj1B[Z6cgGe^U3UdP8p66.O]?:EZ:'U32@JO_\Vf-bYE-DS\V&mu*-IMG
- RFE?&UoB)Qas*&<e%!RaA<.:NM^COf0ol1L2is1#?mCd,O1?s?\j$sjLSo<Y$ic0`K>Xo[5
- (E1rgk#)F]mZ'I#i;.)gP]^+4F`#HBk?)a`=`4Bcl_W'NAXdhg-hZ;dEgFFJ*GJ1P.n"#Y4
- 832LG@P<oDY@-/jYnr$+.mA)C3gCI]Y?</!&FgeE.s*gYF@lQ(T2S/W-X8\LLZ&@:gsY'Fa
- DAWHJ`l-+*[>^62-tDF=a'V4C[qXU[]%nFD\\_H2MYI]5!*nC6mgY0,L$8L&8r,mRs;LIE$
- 9?+8DHK>aL@a5?,Bm[:"^6mb_*d^Q<5lO`)#Hq)5k<^F4A7QJ(FNC],tnT##]Tq.qp`Dm##
- WL5br]?=c?7H1u%OD<(IGfK?mj#9[OC^SuXrgjRLg#,l_NYU>.GCjO^9rYOR8k<NlsH$]sh
- HR>H\^=lq#U_i^:GPAR`hgh?fJa/;JX.P%%c\228j*qTRHh=H<#Dm>G1jGq8FZf$g3NRJVm
- /151nh,C;+!c+Raa#ODP%Vs&k",gZ9nM.M0VFM@/05N4L-d'1\9p1K<FN@GO_Ch&2&V::UT
- sOZH:&g;8Q_,n3Ef?3PY5R^d_)/]0UYXIPBiR)MVan"-ZduEre0,ZcKMW-2("GYUXNpVl=D
- BN`c'Al[7[i=Z!2.4lBUZ%I`5a$=:8qkm@qp@[T`'0b=07^Ek5Lnf/l9@OPmfZ06c1Trrmk
- g?uWV;l$8HM`FCWIe-f:%gj-UUq0^1p24Mm(F4pKrLIIudBlr'W7]07een]E^rJ&@(ZeB8>
- gO7*)Fh?LKGME*%#DL(TEHp8f7YPO7G7YO,6.3`Md:nWl?!b9MZ.nYiHThAkK>$72O#d2OV
- k_f*p3M.^hLEA@o(m`_h`nm-nb`97H/\:,C-W=E!s-3a/.hq%Jb`to_2raX#Js;r.0gWmZn
- NT=nC06'_oAX+$cFb&72!P$4@^!>-*aKc`N`rZ(rd/UWZ`.tZu$dPn]Z8!a3iCU>KAQ:Kcs
- !m,`O(<_An7V8TJX@-d#>+Lg1kHXKO-I'&9lIb;.2C.a03Wa"kk;4NJ_k1Kgn=9s\Bd2[IC
- EY;sn7V!U:j'AW%?cVsK35D\FKYsHaD,n38i'NqXc:m?)A8((@r.7d><8TnoK'\,!6e(!bN
- :/k3k7o7ZD;0Zp-'ie14e^\MF<Z<5g;d*4EX`7Rs<OI*Wf<sFT-5WQ(Kjn/-/WjPr7`_$)R
- oXBuB3H(AV/"]Fori1g[`,^m>F*'qE*Pl__fB"+/]oH-k1/"*?$C/EGMZDDghkkKZ%%..=2
- "EWM?X*jJ)E9j"bP["3OU?o(fh<(iRi#kL'gBV[u'+SVCdbe(u?l_@X.GKO5sFR88]PQ1'a
- $)=\`+a+rP\QR%cU4@"T\;`c7KBkpf8rUj;fDTV\(i>am'd5)lA-WX=0Ol'c(TW2]W^UT3T
- Ko!GI`>0aF[/:-m0YH;"IgTiES]'?qF>>!toD9PK-_sU`U*P/MWBYMHK`o5Kl+",g,_!kSN
- $,Z2e57tj(>[JAgn_AU;aRWT..+Y#Gnbblq7l.-i\m4jJnaoTn8^R+5)qOb+>u+T#p!;f-s
- )oETAHTbS[rDPfE//_ppX"j`%X;:g58;&m1f<;MnW[DCq4;t:*loChW?')Y5I'PO;OjL0Hf
- "+C/kc3\aY-@%1s,@eo8MZ%c2W1kps;6r!W)dom1i"g?dJO>da.ai.7Hf.eMIG/YT<iTKjL
- jR>Ra^`rWk%<,d8De&QmCcAANtcYu[UHK@"cQ/bQd_f';'s$_A%bBN2WGUb%5Cc$lk(o*f&
- c#%2E,)ae3T%bQ.k@OqP>0mJB`@O!10Ck<p#G#le\>YQ>WadU0cTbQ1b*+q!/S$U+bc_AlV
- Mp2Zr1kK\pUD$EOELE]3Ggt7g>?3+gE3;\8[+HUu?YiH&4>q64gD`P/D,&GD2]2\PbM.4qn
- f>;r6'aK!LufZ[k^JTU.jX2OQ'0R%9M(X0-KO6YPL=nV8eY_sg\>P3DLthJq,HUTA##<lS^
- P+$<dSDAZBieU>WYG^mTmC1Q]D%$Tilp8d-S`=O!8*sVipY6UX5Ei2<qk3Ie=c:fgui_n%H
- iN2I@upI+*Kt5,Zjhha?j\PF;/?GOITMV!NQPdJgng)*D:&Q%1[A"OEGE5+k61J^?,RchK(
- Wi11"&Whp3OQo;8/!nO'LIM"nM,=LKi-_diAFMeGC$Y\<PL3.k^0;rp..3(:%e=I_cpko^9
- j@+n[)ONpKSJ)lW98\j'RT"5PcD&9@MfeqNP"<C9C*>6h<?<n.GgTF3*,V\&ZD\JIj]'C`F
- _ipA4]Rflfd#NmO3P+!<Z)3GgSBRAdNHPb;5-&TJF=Q-MRZ_+j]q,JFfs9O]N:Qp?KA'<*W
- t1GW(Bm/j^!L\'"Z"S$"%0'Q&V)mk$-$0-"LTKQ']Pr@E^5Ymp79ZZa1uig&tD3D'[GQP=F
- %r3NHoW_r.#-\o-7?_)S>E[%-jHFJd19DWblMIhU,c:Fh,^DC"sQPOdd1]9K7lrQUul(?eS
- AV*V%Z)S4:9LL$936`?goKTos8;0Z/4D^?C!1jY83>L^M=6pJB/8s\?Q=\C2lon_s`RGX<7
- :8uM:VZ]be;oWfRC'7e?EIOW]LrY+hb\+c:3i:FGT,Y#.8#hPd36,d=L8raKX*&b#<SG8l.
- hmVtFdj(GK,,]OaQX]Ih8!+9AW6/V29+;+*+PL]Nq))$(LrPO";Daa:6n9dGoFS&>a8_K?&
- ?\3.F_JqB9_4HOil6B/5+d+AWTo[QoTR$=kSY!hCQgV8=F1'RnIL.Q>N)D^=FQTZ^gE'<47
- )/Db_1lD'*&oSJhAd>O-ProHJIM3Zd57=m_s5^!!rBpIHc\T0P6/$_Z3[khSiIFnFK#e(8X
- /l536?BXXaA&AF0>Q/d/S"mEX=if[3/hlO#8o;-Q?qpQCI9m,PSA_6MQlj@reFs[CFd<>]Z
- P$<OH@5b*P6YKmkV1a_l)8dCuX&X#E*UrLQX8@AX@Ve]IlQ.LVqjp4d&R%0U,a$-Z^NaZ;j
- h1>bp"nH\)i=*j3f^(,hq8frAB^7QZ<g;afgCE6>btr9Sl`4CB8:'B\X0h$^pDg&A*.YcM=
- X`Ec#Z[BB'69Ro7nU:]UitE/G!\[Y']9a"$^"L$_Y&.1E-*6iD3++UD0;\kLqs!>jX$DoZo
- t;G=LliRMg:Ur=II[G>`Q&a/Z<qX1]NZIqp'5f%:`)ldVs1CO>)i[F6G:>5F^qm=j8^V?6/
- 4F1>0YQ%CJC8\plX#OM#.[.(6JC:IUYmCYB5]HhgA>D!OU/4njF2WjPL/\I)Dj>4h!bT4UQ
- I!M>Ak5=D5oA4uDH3*ac6m0bpS,X`&+&V;_+0@S/+"-q'?,Jh'&GFmDgi4htQYbOoZ^bM[A
- m7XBm2mDEet8&daf3CrAocuNe!0$U<M):#IHDVXF`Ugnp=&1ak8Gl?F5DJDIiSCM>mj>JJ(
- 4_6<h+d?2u%M*T!ic!ir6Nar)'S!rn"lfeaC0&Ag$G7D!Z"Zm##?*Y0LSGf%;V-^^.+F#dW
- kL#UIQMmV_CEU2KEpo'am!muIJ&c*G6K7e!KCnBV[$%i#7Ba>#5Fh!3,S0-V!:YT4n2*oZb
- `0QRIqG6a4V#LIr+"+D:WoH/V;-X^s1!MoC,<=+^b$-ul7OJ;F[VVs1?iGbsYYAW=G[Qa/%
- b@bqkYep/$aS5llbjU:SDE?g]Pkch/q5[Wo&E:,/V%/Mi%aV6=;"@;@\E;05d*%%<c?B+6"
- T5M3r.kj\m3YhOdh.V!<mTLuYMeZ!V#F$#'$d<PW\Wk%2X8Ok'?ehi:]/e+7_R.R'[Fl%lg
- Y!1<nHg]!KDWsn08!SB*-IqBTP"P0K.VppB.[Hn#E2e0nPF)8D?s8(s)FT$plU$=W*8;OK`
- ![iP>^C((=W9h+cND/_p[e[i:IA)puD?&]1_[ar[8I$UpTm&=!PVdg9ua*NrSeE1f7RW:j&
- f4:c2LKAR&6p@e[N$dL+.:+5lkb!V9:+NKeTYgdtQg>kr_c7n2Pnfm17kaTreqPhRI:U(FK
- [3Le0qlp/I#PAXJ#3YLe,cr?UE`3Qi*@6ctTa`pn"c!^`[cu0lrbY.(cD:Ip3*oDV'CYf41
- 4l=L8H9>u!/<Q8dZYE-'T)?c.F8tPO^c+&.2Is.!q,M-#g3=4G/>t`"4$iJ%C$b4M&>Wn),
- eas0NT.?f,?6c)KDQ-@-SX2a;Ts9*)c5Y'([bSpFh^+2PI/Ai0Ho2fc>,A*Di"-Z/5kmjW5
- jP*g7Z(1%=.`\KA*P+4#-QlS0M;"!DR(j"Sk'muJV;Bap4D8!4qhOQ<h<UEXb_99Lkb&i1a
- dr?JEL&2&#8;fa53%4(3:&Q=-Z;&^h1LF+\1->bmYZ]camQD2fO3RWC<$:Q@=s!X"$.*fdH
- 0i9B[d4)Ap($kfJ8pr1KN[(j4_%CYSd<(?\^FRaK(f(5bC9]=pNpuVe)04=\9MZQ?pF[-V/
- `A=#J`@$!rBQST5h$<1'GB:(IN62`3Ph[KP7Ku:-S[G.*R4aAOJ<k:m2iVr1/P52PX<PL1C
- N7[1Mjjo;`c+C6O`N"psVk2;c)P]<CVb],*#e%P@EZ*rAKg%8(2A=:3fB))`Mks,dA"/1PJ
- CqOX:d2rUD6^PE@3W.2+IYlEm`BchA,K\N6qrf!DO[Yu(MM[\e,\44D!tZDT1R%2R3R4VG"
- _9HQE^k1[,[:=)DuEJjt'#sP]]5;AWl:gZGMh_!d7)1f^B_9sAr,sbNM;:Qad'dHUH*Yi+r
- *J:+R;[l'92,f\N6M3Pt<&HD<774C(p,"uU1FlI)77=LRpX03fMa$p$B/EV(7M6R![;pV9C
- Gg%.%^^:I1M'(?CKQU68.?4k9bfUoN;RdZTMeucCSa"kX#TaF-Io8P<3&$=:J12'9.aF1Ee
- OK+MX34C^64`]oZ5Xkc!>oC4>7p@FlPU,LJ@+M:+`4WeEHAmh\],m:K#ES[/1"a!FUZD/[Y
- fR()&pM((at$*+A.<'dmHk-XrAl@b*.fiAh*mE="N_)HK"2eMgDb7m`J,6IFakOJ,Y)<j>Y
- $QEr/T#A6G]Imis<1XoK,PZoteC.6Zk+jf+['mTQiI5TG+2?_!$:Tm9sQ@>*Z\93sb24&&Q
- K/aCh=r+;F<1OXZX_X/ue2=X<;kI:>YtJ*799d+_[(ua+ZX#>Q'p[NIk$ME`,s70J?>L8W'
- @SIKT3kUk/1.tm2?,jRnR,8@:\4'n2@iVb(NGK[$pg*t!E:%)h&A3h@i$e>(Gg,62Y8jD&Y
- Z!?[R"E47q;9bA62Q*[6o(:7mf1;<46!=&b/kfAs[QnG0I?oo/Ti(01C__7F9Xf'lc]@+Z4
- =@BU+!ZmU'Z\ASIBVS^s<\1.LGMVcf!&=j8<t2mQOD[<mUqCUBpB(;CLg;f#8$>OapNC.hf
- QX^'7LD3W(Xe%'?Si7N$\Ib!H[G4-4?o1g(q.sCes2!])S""]]2?nmhF[h"$eT5ekG:mMhJ
- i9;k&VB-*%F-nV5(c-eH2QfhF+2IhOpI0267tau5FV[Pk2G]$-;g"9E6^M'"em-@!BiT7FG
- 4GZ&(ijiM<=H?`%5rE!epR:9F_ENVBQS/op5HH0GA1'8H)1Zi0>D69KmK)bHL3/.;hk7;]5
- )M`Hh3LLf"epWb.O(e'Gf"UQI,[jeCPDQVDZlTfBFaYlY^grDUdDV[H_I+mV3R@4gBKeEJI
- =L$XaB-E4?Qh\/0_&phpumOjj.8!u;Q8/09jBK:+BV))IIZ2E7Du++a7u6I5qq?\Fb;KXjg
- !f2Ir88VM:S6RrCr(ghG$;g)2OL4f/2E5@<1CPS3o1_j_Kp32<hh2%GTBMdl*\W^,2NHo0m
- M>3Vdo5U3f%=2!.\FY!8(ThGYJVuLo>'-<=[%iQoWI/L#N/jlraD5VDeOustNKh>/m`g2;b
- Dpl5ME'n:GjO*#nN?RA?J#-+R/_[OpJ1+X?eGa)E)/[L%?W[jOa8+#pD[O+hAP:l)55l<ff
- >g22kug'UVekn@JC8*%?t:tUq03`q+IPd9pKs!*LU,cH!]F>ATd6?L/>42\oQdiDl8goQ[!
- Y>[W.Z'd?latGV`'=F&RnJOa-6]Gq$q)\=7csTROAC;44I1RBqdWI3i%,CDj`1n(ft6_Lsh
- []@b(_H-V->d\I]-lW;\tGMB9'ikDq\m5O4"f]c*YXa_2V.bO?bf_;$Pf8nVjO>QL#oAtMU
- %=nf`O]N'5;VdK3,;%k*)e%>`62@;Q2m\u8Zdg0=N*m$)SYZ'Q[(8trRT$Us;2#rnV:o?gf
- NGX^2l=,piE9k_)/ZiMpQmgYB!6Q[2gK$g2lNpB1tn"X[u$L5V5^n]WUTG7Q^Ok?S#Xn*MK
- P2b>I(f-[n/Wq]>uFjl`I7J6$tZ0S?n\h\'8`S_2T2KSZQIop!8WOl^i7NY<21Rq=1Ym.=X
- n+YUgTOP.RB+5@9DRYr;ikEKQr?&TJd/n[TNG)C<6r+q7tL*+=jJJa'N=2oD.I_pE]ME,H$
- !FrNM=`7n#*)HX>9=+km*V6SX\&_j0ZV5B_uauaU`)/m!2H?Rn\bSu0CR!c7[M_pocGZKAb
- HC%^COWo.E,9*C[HDenUn%-'/](Vo2=KT3#T8QpgMgE@4(V].%`e8Zbrqk0']@VHKf<+r-'
- Y<BSp!I%`m([o;DAhqVH1\%<q-KQj.p<$nRg[S?JY9XbJ=@:8[gB=A_kGg._A=#oRjX?7_@
- b&eEgnr(rA2o.2q*^r*<GLK5c;Pj:UM39e=07QSQ!N)>uP!<0mHp2>]%Kcmrgj0Vd"A3)LI
- 5ZI><#j1]2pN(kJ&ZNN!n[=+$9hq3@r4Q`;%!W`bt:>cXn&Y7R&$X(W6kGHo?I\',l)]Q.f
- 3P&\^b`mk'p(h'o^U.u-5O;m-6)SkDOJ]$=F`SP"noYCAC!R'@@p"qq,hdHF%+j8db"lLNm
- )8X<&@@A0B'B+BS%3lVt!raJ'Zm**?^*Y_?NH]hHc]23!.Q[<1*;!n`qUp8omi;FYr<I8r$
- ZHsg:HB/oS/8Hd)dp9&"l1E?FqPc;cl%DS(ZEd`G:h:XLZk=fkf4kerBRS1YQicPl(Os<rD
- 1BrV8ZcAV*&&6Ps'8:A&`9pepD.t4`)s&EFq=YQX+l*4ad$1JE*2SW8!C$)j@7&M]uAoI(Y
- tC\tciAVn-U$ME_'/hZMU*Q\t/^gR5a5NB>?e`.VNu+CNVNILI3)&/o!$'!Q$`6+S(f>WI@
- Z6(s;Z@HJJcg`-@Y+$Pi060@fJn8dbGOobOS62DU1n/m-P+!I\:Tp*A;IN8IM(1G9)iD:Kp
- g(U@Y&co-U!<[EDj5(os/I#"r=ln[ehp1!HcQ5NIHN0VCZYs/ITKEI?gCM[/&^_f[d;m^uS
- /^V8cfZD()'Qk8+i4gfBH<f<diOSM+7oM>p,>:^*23F/>dajZp66='#)#;In7ZT0*ta8riX
- nJn_5.s,`Zn@5jF0#8*6'7E.3tKZ.?_j)/MYJX?S7^>k#5E=l<?5^cDQkoo^7/i=Z#>A8f\
- \08#9(^PaZGASOFSNg6F_$;QX*'<pK'<m8C]*YZU6m>7I1GBX:lWKB8k+h/KjYDO3Gmaf%F
- -2/cR>h=gr"_-aC(>V7"GL;`(+=CMIr+P"NnZ8k%U(kT22k&YgLk'oOfC64b+D'k`FVq#O)
- RZ0)[?a1bj2L@$Q^k]GU27GZlhY2T*+taeh4tdS/alIL;m=$-;ER<rkqOJ6P>Hl`Fp:EK%p
- I'tNC\W:+0.3C:l14]L*m[oLNk0%SIXa#KhsL79[L"$/lhLKF0E_U[M'^i["$mJ\'*^aAF;
- 5'IY`'Y,M+-C0$UYK<1CccknZjIXnI.\q7'S"5&]HI]<>7l@\<pTl0na*T`c8A$*#g)9H>O
- $:$+Mp^7gTT<*5pgCFV[IZhI2s&RAb>$a!pA'*s^d&J'0Us[k:=ZoY3(R1DIkb9X?S%1e\O
- urcat^iP9a]-@sruQfgZq<?)6`0-h*,.,JO*6ICU-$??"QDG_*J%j-[`&\1D0'R_2u;KT;m
- 9N&7B01^tt)7r[D'`CBs<-7o;;q35^;,u.HAR8hGFbm/&f!Uc]=rX3L@pR\djaUW>2<_8RS
- (8mF@bCBSP@bcNc&65feqL#9>.0EoC0MI]W%Ak+rO["&f*037>Jf4@F;ss;eTBVkEK>6K!o
- ;sa?8o:SDi9s9omGY@p%s8HK'AA9@!F:1K4-`/(PC\V<ZQo&`_""'@[N`;N+2S0^b=\lmQ$
- >=3<i!7j/3A\2&W;0MKU&):1'B#3L4<HB">?gS7ak5GFiHXp4&`K3YmLFBY$*_UhMkjQ_nK
- .G(=U.,'1\VTj"`8X<ECo,`:p!iZ=.+3tB8l-##imQ#,\/BUJ2!B&91u.IQ8hmV7WQ]IEa/
- n%G]8d_!9`.cT!q/W3sH_XS!XlF_,,Eo+U9S<##5Z$`kr`cE]C.F*!^o.\QK%.?^62/RP3e
- 2=A3<nk(=F+W:m4bmY.3K@%!gii+dVWdc&o=NpBSeJj4Gcu%Gp\@!/`;DiKDk?nlrfdTN^l
- O^+lp@;n-gl=.`&eEU56o"?I'IctoR,Oi?Pn]5)7VdHV\(=mSHX#MG8UWgk&2;R_"8^Yor#
- Sb#m!s)o7/'6rsY2s/4UQG'+#dHN?QF_7S)K<$>p;%W&U[toGU]/M@i/i6EAXY-WRCI>f*m
- c$PgOo=0T[]6SZ0XejMHOd+N8'[BgBEgco"9O`85uKb0Skm>24V,qk(A]jbaN?gI8372Vs^
- fR-b/O^X&7[N<FjZsSa=H'5H]`lTGN(M(aW8I_BE4@dcrJC2@s7l]`RA$gH@&`u5H\G74Vo
- RDr8"YPf_r"DgM<GO0m6qE'Hf&UmY+O-%R&d]i;,dV6&,cS:3ib[BhS=a])Ktb\fq'fOi:2
- ir.Y"G#o.pOp6ED@Op\C0g**2A[;ZK9<@H$8<Y>G#u6<62X"M!/G*UNKK]e%2G\lQ()mG)j
- Z$br9\1VR4l6Y5R3OZ_$\6o>*M,+m%!0`Ap^md!<[rk.OpMoahenSe#^`^!mPed/<Tb0<0F
- aFBB@/pja7bOAHD&eh4usnJ_SKHbbHr+K0DnBLD-9&*0TOL1orqU<3_=_:0N\GiT7M(iM^m
- 2[@j^,ZN-NPeq*6$7TL<V@^.>6R@Eq.ASt,[,N%BaFOl$jZckP'lq5bL:AEi98PMI-e,Yr]
- jdH3MR>W"<B.<b@cJ&1EJCR"\B@r`4D&-oU'l_'S2gd_FJ9MI[8sll>AJA"Xqese=$#SL7g
- &_sB#'"X)YYH:<I^,d6GZ4I"XL0+P\dX79?E?"-Z!mpPELL.=Z5Xrm'NRomIF60\Q:<JoWa
- \tKXT'.8M(=g\$Zk6?<XmfCM"$ZQj-;p\k.qHAlG[sF$=3j[pM!>Mm.D(?Js(pHZ<ZZ`ga;
- djZG!:3?D2FS5Z0H4W3&JY-J5&=(Zba\%OsXo_4u6>UQ;^fYI]0eK"&5G7=m54JR=I^)+bZ
- %^GLee"%AOBcoMHn\u>EN?k=lVNauY>CgL7Y,5%1"Y6$UK5%WrVcZB"e-^PVE2(aY<>,g@C
- 6OE^>tp1nKmZkt8Q8cF<3#_k'JO:0(b4<JX3mCS7QSGH=YQ6_N4&`D/:!:rp-6V9#9dV?M3
- 2<+jW:2X-:i,`?SZJHan>eN=;J;PjF)\t(*Z?3[_lSFonnrYL<!FJaXEuCR*?M?<*@mSRnC
- )_Zke-N()^bUD(V`R)<TLCh"bbu'sG&l#%QDI#r=0aLRK"U76;HDULppSdLP\`]K;I%/q0.
- tcPGcjSN/cL^"&^#L@%bu^A*fb@T]?MBoZV03/;J)*Wt2G&(K3n[C3P<l!/]J']Lf:8FdGs
- FERoZU,bR=,#buZARJ1BJZ3f!VDp(2;dH?+l-@n9(f$]?]IgTH`C8Q!D\#gIPDC]#+iLcUF
- YG;IMYD#W@CWdl<Q`(8CA'Qe6\IErnYN=0`rFs:#D$hX$,LjF#A.JH=Tosj2=cJsiZ(03nN
- <Y5ppO5HR;0Xlb8&&h(1OQ^H;S9Y-^q-_-d<qIc=ZFrSF`(#Q9![J90DahD0C9PH2?/e4)<
- /ZUr^#+(":pZS^C_[^X6Zf7nnnoUi&[ud[`m"c5eX9[*?kEH>cT%\_j@^p"[/MA1.iEZlS%
- cU)Tl/A<*qY4;2oEmN'8$Nh']8hq4YB_lu>k:q!WJ*$qH<"r1tc#d*fmLKGBdD"tXr\%HfI
- _`gP`mRiW'=+2@KeN4F^[K!kD<q)#OcPLmjmCd!npr9"Z$]4Df4%I;tmU!reHTu63ICH][$
- &j(8:p>ZKQ;QX+"5i38.q!D<(MfOZj`0Y%@lXe?ZCI!?EhB>QV&q5b*5e+U*b/o0Pd[u,Ku
- nCcaQBi/3jr;j5rq2`qg'XY\$Ja'9cfZ":1$cE*DY_h:9W2tno;7`FY9Fb^`r,,"9Y7eZ%g
- UfT9)u5aD$EL.QrF>^n_;pcu,KF>UVR'L<+IhE+T=g^c$9HQ%K7Q.g@\SC:m2U4AfV$CMpt
- ?+L_a#+reZjZ$*e'bSRU-_;ihS"<Y;Q/\MhF4Y%D<$e-CoI"T%?L@I7=X=(l<.)M2t_PAZM
- 89ptT0"W5EKlc1hoA@F^.)$r]UgrIQ1Q94<9"ngn\GF7[J=F9BOpTV'6_fksdl'D2Y.i[S\
- V'@bn@Q63nN"MXV;q244.\J0oo.r)XgllqK;1YhUd(:$\mjVdZhu0!rAp&,]!P5Iq"DK2:(
- O,&5Ul$1q$@+2$\PBi#7LhB?ttj^M)D@b7AM@cE./!gQF7'B"1jPF_-+Db'"3a-_+V]^$l6
- Zha2*.7WXKcbF;hV-EP]h>YoCrs9@$)G+>I@B_Agrj19a)=,TsTO##K:CU4^FT>/sTba(0A
- 6FEb#5H\^O.K,@u#gb&eiHq2[=_ZYG&'JVSC1.+.`Rd9(Q9K#(L`jlL:1E8BqF6^ZMLmumV
- \Qh<^j6abURD]4o8E2m%(rO9JSXeb03V5d%$U[=8Pe'PR`2o93FA+`K9gmK,5O=i"KE4LUS
- 4+]$*q1iuLe.fTF9WssTE5-aKVQRiHUjH9PFti;CV>KP6&+rs_)oNR1h0!B`PHY-9&pgTU`
- )P2b<a&e7\jf^ghah9ZpsB/R&hLF/9+=56co[X]6pDI[(FN"]Z\g<RHT%+TJ[G]IE0PabS5
- FpoJ"/kJP9$p9O^Q&eAoHpKZHP?ZP5DjHof?$l:@^551Im!\\gt]R7%EG*3;Ik/<IElP!hj
- c8Mg)t6hj'68O'SK5It]+Zi/.eRmd21O'GMZ7%KDN,nN$t'FOL<'IQQ7jN9R9L\.GKX1S[F
- 3X0PCQ0_sG1_id&S&S.(2UiSdlO$8^B?L_R`ge$blcp]]D,4-<QmB)ECpuPa\46ji),OkB`
- 8se5r6Nmkcf>EU#_)rEGYB[*:aEm(1rDi]`(0I=8.<MJ_rT$pK1qJh,h.Q>>0+d3P"`h(\O
- =]QAC&X+M_h.naO8PYl^LH;e&4A2*8K'rSCYVpf?oi8Zs;;![$W2qR5D#%8Y`=\oUQO+nV5
- CV-jX+6.!QtWL<o65bJ8?IG[ZA(H%`FJ"%aY2ZkQ9Z'["Rh7V(s[oOl>MBZh*q:Fu-64LA$
- SGY`Asc\*N=PC1CV:-6[F8i7qo[6)jV4O__CP?:!Q=E&hf!mhqie.i&/4[[9milDKWcuQuo
- 1QBbOKZp6H9XErPN=JY*1XP\n9_Aubm1N,.'>tU61[Pq!%2UiA(sQkec%MBWPY4`Fi_dSR`
- 8+V3jW;h09MtS$!gm>LfLCUgF+uP#bOfo*h.+XTEY>$J#9\6o'31?U(J;@m:><`cm;&Efn@
- ',ecP^e&.s'$!CX69CYt[*h,]?>'q9t%?LBot"-uR=!A65%Af;3fFZ'U-?@+5HqfA1l)*Il
- Qj"].o]:h/M7CQ$\iaAe)[<1JZlXURgd9KojYS/kAW[1H%?44P%n;,*(q72=??T@&=Ud?Kn
- aSWggb=Ac`c^WbKTSQsFh!"[F)&`?%i-tC\as4=rTcd7!YQt)P$.>L_TR%7s:`@\O;Cf9hq
- <mqK.m;>u%&6B2gf-RGs`3r.qH:IjTf4B(ZW%h6G=].?gg#]No27)%*]*2EOfBb-ED15RrJ
- 5dfs<(2@%%>)J<K=JmRb`%3WAIC\ULVB=9=H*g7jU\\GMq%@dd4J2IjO)'IaON/ic!AJo[?
- =NqP-*ga=[YkZZU`\Z9\FP/fo95@\0d:s5c=rs'>7l0:"Rfr22:)i"^1a*Wr?0XCJO!Ib2&
- o>rG9pcnP^,@>)RJq1Ncm.p/`iIg;=b/7/5L/kb,F>&eIHc^iY?XpYCPjhW=1^o72Q&K8;t
- *h^,a9NUtnp_-=$n<*b,I*J@7Kps>jk_efe:%1M#4_UQiJ>XcQc9b?)Xce-JTgk+'V,`gUT
- 5X/9Q\cn4U<E:q>c;f9paaMOXNR?:Ydk5;mR$_.0BR6r>n)5!E#=DWp@!@7]BSRj?g-'2rh
- 5+P5B%Gclf&UOD,TU'ZjB!BChHf9iIHT>?Y2U,EOqP&*(hpJQ&`Qh;iasO4k[m_K*XQ]SgP
- .3;V12i@\PP`,?Y)Z5FU,fI^/Tg$?_)q.V86-=_I)'`htAtd"uilC!P,%dS=Ti1<>J^A#!Z
- E!8O`tB:!Vf'cbuqgXu.5"YjbeG/B>"?LK*;hc6m.VH&$Au"j2IN+DM-8/J]qo>!ee9rSK_
- ki7?_^hBj2n"llVK*aVNWiUo*<"g1dNe6\eeK*`\)=pNe/8EJE.jlTm;Qu/cu+9djA!MEKQ
- [I[uoAE'I<@a':'*bW\kp<6h:gYM[8*VmpM^h2.S/?Ukj;`3J#E84c>XW>F3!Q\cHdb*sj>
- bYV/%2[Pp<Fb]&j9:e+UeBXR*8n_+V\J(o^d9FW[>1>Yjn=;W5^<UeIKestKH<f&mG;9#:Z
- 7+J>&/*=,BDm%bu6I*j]7DNNTO[K+Q<l5g@e\2QpSq$FpH*:kVeakG*h2jFHW:C%5),Ak$r
- ,6/*9<l@]j<M9g`NHp#>YW>Lc5U[=r*804Qhne?qp2rV^@4MF5qpj+Pcl5'%+WFMAl>j1YZ
- 2:!6pV4us_/@#\57VEm7\I,,Q*eYk'^r)[F#Q>))ag#4iEj:)?M5E[I/b0Gjt<f4-4MnHIW
- `ib<I7TJ[FF%^CPhM*3<.3W8i2GTWPP)d+i[`e$V42Sd^!l/)rcCF.=d-89ll/pFVDP,[TT
- jm/Xcu*T51kY1LqJ'&J?acih`c#UC]]tWok9d3e/id%aa4266<A$C*(3e;'b\*6I7"u"`4d
- Bo>6>+jXNefe3#\(4@Jo&a"g#Di5fNHW^4K&^)BU85QVGUN>iTS4chDW8Q($07$O6(5"kn[
- B-Q<A$T+_@`UT>OrPk5XoU!5b4/#OjYd-I?TVd;VRFl/)^-<b,q<T5@R3k*%7Z.S&M4/T$\
- *D5>>A]#e]9g]jA+fWO+KmbfZT!o/5d5;qOr:-EJiYus"'lSXml7F4)MI#ci,OLRr<\9*KH
- GjlLmh1]DFcr1/LG(WLRU"8gNrq'm4okY\._;8-pVN5%Y`GB.Kn%Qht%[.M:5VGBF0<ZR@2
- `(%mJ-9XsJXBJmLB[0K3:K]Ko;6*d57)'84L0+BE44A;`hV;VCigHHoHt1,cOk.-&ofh0*)
- @7VNtj6:(.9cuj3Fl6Y8K`Ok$6d^Xp4)aVWhVfD?Wtii<;:6:K-)%fERHdKV9XmnT\jC:[A
- --Eg!88-S'!t/8S(CATmq:DNZs)0QQt4)+\b%G09JJAG0)9X%6:rpi^^lBQfGMo7o@"Y6K'
- O#BR?'F2lb_(HsAT$`l!H6WZS.s$G556THdSoKg6%F\[$cGgRS6A"MY'[E3;=Y=(k@?uC5#
- %XI@mHL?6/j;Mk;3+@X;?3_m'`Kt1]FqImHIYIkN":J5jekgC9);Z,Ig4q.o/f`tJpiY0`=
- #Do)[`<P$r:V18A[YiE2i%3aR/)l=#$iX._^>)L2gN_.o9X7gmqm@U3cL)NE1U_:"64IrC@
- -aknD+HG71=%BW::BdpNr4uB<1G!X7regB30J&T,2UQIWWT7nYA_Jjj/&>iIf&[#&0D!T=<
- g!F1%>[#A>oV(KdoF=hLA1b9$@$Iun]cOaIcop#Y?32dc.EPkeZp?F+"t&%I"BaS_/U,TqI
- 9+Lh1(bk]jLH1u*"m[SS5drsn9k'(`Qn"\BFUpA=Cl:5o*0+R_PW::+9HCL1GXUjgd`Un=q
- GJ<&4n]Z4."a%1tDHGip0'<$m7We.cL9NkeQu+6Qao7SR2:,kOBLAsnMu1D1psr=>it(qZ>
- ]5)d]_=!aG@+9m`:(acq+s&L%G?NWl2R+GpjUJ>W<<(MBmeh:J*1Qopjb1jMV&UU#6fcH`e
- rso1)CCU6fLr+@+HhEBZ6`$Lt$Sb2HR7r&h+6L9dQ#q,uOr3Z<XT!bU)iuT\a*8Bhg$SH0"
- +63*8#9'IjP%NCBX?)FKr&17(_6;sI?IU;`uiX&^_CRcSG#=rgVE/NXu=`FlJ[#AYZWY1md
- %>](?>IFdM'\m<@72Poj=I(s'.(d%UkH[N`iYo(,S2\V7lA22aVi;%'9b@WO*SE=`Pe/te2
- \fDiM8Z1$PFLj?4ZWo`Glo"Y\B`i.[C@/JlNRmi-6!H3k*%ha4NQ's985!R(0:U2KFF"rkI
- l2/qlk$c,Y0V$h6gseRh@C]dalFWu)W$db'lqkj1Ycj!PMQ95r-j-&^ZY@hs1f0S"TcE#/.
- D]t&53fB_2rIR#Jq%2,mhGMX=Xgt&Bm!4SO^Ni<?*B*e7G-oabk")d6pbE`K=D2'cY$;N,Q
- ^5Uh:Ud&\N4(MfG86*_4WeJK`(nfoI1FnhcITa\ksG,K]*GUFF=uXJI/"VEr$LbAu+C0?_f
- Q].qMC,fD>R-NqgS9f$&12U2O-^GO5WPj(9Te'.,<S297(AC%Ucs$3)!!L6!uoJI2!N+Q52
- ?6(DX2bDG^XY!2p'[8L0e!05_:Xg*g78_R"/M;LEa7.el)kiBrBEi$b@9HVgSS_Q^'r?"c+
- \4J<K\,n^,)TKG.OL/.#ka@@=c$<[PM+NEB5+5DWb@\GC%\lMgPLNBV-E[$P,]uj,,]I\Wp
- 7!7h,e@?GHBDJd<MhgWq1S@(X;<XYY6YGJ$=lt"NiKE/dI"aXSY''@@17Se2;K*,h"Z2Sh/
- Q)%H]M'j,NYeO1=ufP2WuIY"OtiNoj=041T.Po4AL`f(BTOM9'V,B>mT9kF(adTBI1'Kq[^
- lbtrnX7q(UIRYN_((hri*:E7C.Y,SElZ50bj8((/G->W0gXXZs?0$,Nc]1g2O9\XC,2pIhP
- iOD[)`p5d*e/%^D:ik_5^X5.Q(/(-P=n/9N]MB9]nXOM<a7:42-->_>!>oJi[;hnbF&gJ'?
- 1Zk]ART\H%o$P9Q9SAY=^>m6AQg+6T@p$+]rc$mf%PIgpK#h`E%*sKc/IIp3gY%rMZ)@Uq3
- R_EI:!fJV<HeR"oQ5`fKZcqH[%msLLFO")U%,bMcGUC\BZc"j*:=RggiX07c`YK2H0M7\R4
- roAbhP:Fi4:**+O\m\QB:Ai'[m&:bDr._8JK,aIO9FYV;oNUsp!'=%@4DWjT?!esbo4KM@:
- L[W][tgFI)o9s,6ijNa9"S1m\ihAS>=nD>2>I8CCS7Dm(Y*laT0*5gQ[5hM&.i^?@p;(a1`
- fUR[bd,Q/7EEC+L2\f>>U3#jAcT5'W(Yp=8N)$'U]&f7rh1N(X91Y:/QZ2@5jDfBZH/Q_EJ
- K<Sl`fDEGj[[pcnm6)%OA"!d4UDPhj>5AL:LWZ^f=^ialem/29ng;a/G\15l]Y,XNkWtkr7
- MdXA1uM316u&AV*k/C6.&&ZESs!SI'Ju8c<<kDCk`1nr#_ZcEt8iD!2-r"K9H`b_=kDoi?Z
- N]/Ue?kBMdD+Cb(4g9t/"ejY`6,2/a.F]#0B;T],KoLOl75N\Qh]LTItU;m(:=g"eaQKLQo
- U`-[-BK,(<&=GlWgcqi<'(T7G6+]46L`^n??enf,q;5r<sf\Em0PJ)1#rea3Zp@2YIaJ2W+
- 5ge2U+t3YKUa&W']m<@ZUkFc)1-L<48&ZaL]B5tdWgZMGeL)f`n<=I+;&gHGrMg""IqN.G,
- &s!uVi=9I<A(.Jep]iE\Bu>WfL(Wqc5)Oi_LluJX%ZV]1)eZcKQW/ael8b.X$k@;;dQn"(?
- 7<RK6`sUjh8qVHJjD_LD?SGGZ>*A?gIrIYZ;7N7,d8lLYu#G,@5cD],MKZeWHKR"u&jt%7)
- P`ATd]a1XNYbBB+CMNY0Qn>!d3tA%TUQ(9FL_\Gl'UI3+JLNnRA[$V>%a/%8KWJk7J?po07
- hVUl98;jf^el/g$O'`R5eG$#PM#i$7!S9WZO$[(mVft1<nEPVZ2iBm**X&X?66-5+3i=*l1
- E0b.nfMbu>9[nd(])"cRD-UM^3j*V^r`<ML2MY-&QWJ),?sF.ln4!^K[J2eYHQPGUI?'4Aq
- T2OPH"F(Y@'_[)A'g%ZB.Wa"NOFRsP?Ub<h<h/[<jIY(X'J3^Q8'l?ejJ2.CIod_-c\.5Q=
- JJVDs;A-\1aFI8ZHQGAG*uQf.*B7)jpU7M:W'Nn8*uU^,nj>Lr!54/nNhNjMu\)'k<&D#%\
- :%AgQQ>eUobdXPGZcF_2Tea#[Q1[=)h-p7%E*\R2E1?*jZg%g,@D%X<hsoL=\b=t`?)Ys:3
- ;:(boV6V:d'.i,4`RBl@H%Q_cnLSIS:To1uFi^L,0.#k-bfW:oYh-@O$p+IrKb!G&MD2gEh
- Cpt8DPZu@[YG@.2fM"(Edl`PNp-qW``p4sfg3o2-^dL6C6u!3Oi''ZnNS@ZUDJdoNiQ(H#*
- <XGkN]bdZDanTF=haT'mG0R>Xn(=?F$+)nn\+7bqesrAIUC4<39la4gY<<kE*a!iL/@.VA0
- 4D%/fhi7mM+YZrsWVD3JQQ8T[VtO;;rs=WN?r7jA,SPnlYF?3CCj<4K^qR*aH>Mc8XlHmi<
- 6MH-Q$U5fal[iFH_\ZLUc9afL\>%:J1]L>;FZr@b$ihOHgrnB)cHe37P?cW<&"kM:Q)G3:I
- 9S[Y5!hNMHT<rDcbn':aTqtE@9)Y,jVS@uMi5Iu&FmG6l[kT7Y*+d^ItV0i4Q_KoFCX'RC:
- pr=2gr[p!Hlp[n!%OSQs9l0+<;6/a*jjmJI=n;N*b^BTDf:J"dF,b\6q:<IHR1Y819p:aK;
- ]Fq"nE0t;IQ#1ej6n&XhL"%d1o5GNWnh#?ebD;Z2eQI1gW/G`50LXO4`T@bWZCfZXJ3Y3gM
- kh]hgOCqp\t;bb9Qd8MrD/'In,%f?5*$WDCbV*:PmQ71QAJs*QNPg+S)%`<Ebtf>OO8rcSi
- cR4TMWqf'j5X/nh^GJH;rL0eZGG036`NI0-R%p'*MM@tNE#X:lb]*<GTDDo2]s8Hc$L)e%e
- L!?)mXdRWWIps<D>O-&[gPhkE)lqhZX:$V)InBZ$M^M_cmT_rN"3Zi<8#k3r_0U+d&,`!RP
- 'k*dBmfa&:dgD'addINED[td1jKgHqrf'>T,#7\?aOK\Pno$)?ciV1J#3B]8[SK6jlu)oC8
- G(9q\#kDJDcm-[?M3e?\BL<LUlIWnFU<$s&Fg<_Mn0uR._l%q(u`8G&7XrZB"`.ulgDY(.A
- [8co'HnV#O^0XYHC_fg42Jjktr*/0i\s*'H%&u#%_-K;.U(GWtqnii\0$o/2"gn&FiQZ$h1
- n0m6qGe,1S;9%57YN0pHp%g@LE_jm_:K/TgWFBb'VROjG<`:akM2qNEW4kTbZciH?.@BH0=
- pmVuAM1"@:VJr!k-'$mpW,\lX"-PEK1''N0fYr):(3r0FNc]LKM0S9/ZaAKd(iDJ8O1)1sH
- g)ZtO#_MjfE2*aQ,o4k0,4$N^&(q>1Gmgej(^r\0&B+T(8IY-K))76_EL.Q;],C!O%T0$a0
- rZL>Y9p8N)_Y2%EcguY.`h.o\D[]2lM0*H)(;eM.-3?,cM&@\ek.[\h+Q>p/E6JEF!!uS+0
- ^"d1'#YHW>&7CLQ:4*j?ia,OY!f_/EV\j^t9K4]-://,*Ln/E\S@#kq6]E,>9U4M?+sLIf?
- E3(ePS]N(YG],8gkh)/`@DP8,CJ%1Wp_-7/BrO%TN$XN0i%1?1YJEOb\eI`W_0(SS,OV'@Q
- *8MmbI65#M);&UH?\IroJ.PPQdD;?\iWumH`DN_C4d^]Vq7f)Q0^Z!]G+o=+fM)_i#6NKRo
- +k818jZ/Nm,1E4mnT?K<i>8]\0<i8GnjN$:oX&X4`=iZSdh<1N=OpATOHO$,n.RQGq_GK,%
- h+'l0_j;l30Rik&HSUGU#`HlO$BuL5ND;SY4jep>55(Z*m2S_7`dQNp2.-RRa?A8Z3$ND#:
- n*V&#b)!d#C:)3CC.P)QD'fV.9c2<Z1M"/i6?V;kktj)_VeG01lC$N\`?:6R6Z,4/s;TPJI
- 4jGqg"\O-:ABZ<m.oeNGVJ4ba&%nnf<Z0cO'S-``%1JU/8$OWbE%9(]AJL`RW])B/*L2:,n
- m&M6:@cSi-KD3Q+.dJk<\-Cb`q^Q.1<i85qK\:Crm:A"&s@HblWS3$:5)>*r*1eU7p#o8]i
- 7<D`pFC.)5\JNW+7ZS?>$5kNr]gkap8$=R.E`Ye2K08E`8@'HXDJK9;QW0_+-P.R[;`-b6A
- ._,'*45H"FRrOUBdj(j"X]TVnt+[#V$>Iu6'N6].C1rdV)NB]6DYDl,n:@"QlJDNW>02P25
- L-Mp/(Dc:_ZQ+o`%aoRmdtM;&'ToZs:Jt@)GtaT[b2I<,F<GE-F/jo!L1]<A^I.3<5;!!7a
- G-_VIcnD+R[]@'rgo[8e/[1'u@JpE_+hFqnG+'H,lb*l.G50e#dnmnAYs9_?RZo[?,^[k"k
- I:%aZGmbS@@%Md.^*>TN(2H8(TGd!C?>;fno(1g]m]j%p^3VC9YQ?'8G'jR"A,IPiZ&jWe0
- [f7'k7ka[.E`$.BIlrsJ;mRD]'gZSR'df2;?gg]s,<nc^+:a)**J?ReG/\9;&?ip/*F\/ui
- Q1=c.7#h>',?'leV.+g[8![eA.%j;<qI@bZ5mBH/=+Cs2[$?.fH0#F#Qh,>p1Itr'jHs6>S
- _GhFiMlGIa^,aZW"2"[3X7eg*Ut![$/Afp6rtNlODF?-2$ikG-)7^rH5OL8ZRDM@n6lXQk_
- p"*L9QAGBJ+J^`S8.(LbT15gUB7`;'&[KMh8Kp>\HIk=oq\=OI@k"W(<:gecr:)SscACpS>
- P\U1=*%KoN1iD^]h`Gp+HEE=)k[iJ;s,B=QF(H-[XQRd+C4'a<LBXD\'[4>rK055Y/,us2D
- lX=,p$$A(_?^'5eec0DZM'l]F\fnU!(VPEF./1RCb99It!SRqbZq.P9Gnqs"(,:J[a"%MMA
- !;%Ff:sk`qg+:Zcsb';2T(-VBniPp(/1oZ\931CbC(0EL\K&AG&Meqh.LHpEc*70W5E:*B6
- ,pTIhgXd<foK5d9\PkJ-n"WO#qlU*FDjG03;3:[]su-(h)H(&WI&<2Z\Zcfo</$C]X5BMuc
- 2OH#;/sKNFJr2k,L8-$g7SH<*CZ\HEA_"<4&u+#r)=3>?+Wc5r\O#@_+sGKGW..=CoALXp$
- m<)\U^gPGQMEgPmP1Tp7+L@MdI;Kk0r(\j_LXYBOS[C8ci\@H?V]p?1E<,u]3F\@:9N]f[M
- YF-2o3J?X9:`f]@g:6I%(>gU/8Rj=>q=GhJQr?=oObL7;mGQ;nTpoKdLRYie6Rr!BbG15'a
- ca1\P8VbEGL`7/LQf:);)dHu(mNKp7pQt&Ph"BN(o:Nk=*,<a4BG%'34(4Q:H]O(8D"N*=q
- l>T0FNG^)e$D`3PV;7.,/0rl<rP#=cuA/6VP%[H't?>\G4C[<)B!`:)U32jVf*^G5#/jV>=
- Rb@8?]&bE@0gVRb$9qK7TSfn`ck,1r":R70u`lY'Adrn1&+QB.Z*WEpD>;`Y#=3FdS^4dOa
- 7oN?0m=r/+!,S4JH*nRlu3lS1:'obNW((0gF,h&/@n"\P+lkc-nGF`6SWK7neOB8@q%*<]S
- afi5jJ:[1p!Z@mRc*4ctP.B&)g3K6u+,JV->Zj7rG:TVYl)=FJF)]0b0-t]-8ZDOeQ1TX#H
- 4*[JXgGM1N&VJMg(js(JegaAYM3Ko/.mmZj;hFWUUQMVg-LD7h5"r;Y..V$g/F)6qeu?,[T
- el59)K)nDm5]A\bhqQ\p(D;BsF+RLmoEKRY.29-N5umEu@Rp)_cG]QZLjWJ%%eP%lLA%3OE
- R7Wr#G_4&o7QUE!^AS"#VV47p->:*/?b@T-d)Fapktor^<O=Lq,^H\/EQ?#O-\HPa(j>PH!
- X;AH,X\iUA=)khY+WOdB*]%fRY>(<g3\$B1mBGuec]>LTco;PqO%,3cA[mDKieE'd9FP1;L
- )rV8gjd/FH%.`$kG7DEZM9)^uGJX6SU#ZXC8Rf=9DB&rf4:SH8foOo'V"k,/Tu%=7#T\Kf6
- [Xm;1d/oGoEV+C_d(U,4Op]A4%.i,`&k6/r8e_79,Dm:]BTdCD*tsR5G*;IWO_u6fWSV.f>
- d?O^"Nq9GRq1rPJ1NP&@."kgr7]i.&fMn+(=rVnsbZoENSaeb'SN*]WCtB(Rj(JDd_]G!Qd
- StMpf:E1r/<EI+,u]C"@X-c($q\4Pu?LZe)K9cEH'Bo(UH>4eDE:`M[:[\Q-uqd@]f1d$I>
- Ndi$1T"/,!p^.ir$UIfXFg"$&7gZdW8"6pBo!:.<[auag.Hk&pFmA/J'H@(D6i7NQZlO^bG
- hXT)4!QlH+?$q(tf"BVch?1#'F0R__B"UX)h10To]8:o6]GiE^SWURT?bH2;crjZ.)ah<-X
- 3j"'d<`-6ko:!qE#R]%9&9%!5#dhqO;;9I*WX0]HZ;?"d>qHu\%U?fh:p*Nhof0-=eVLgIT
- P`PO&dB\0:i.-4pU!eRG_@jl1M7<p2/bBX5SHniMD14U*7ie`Ml"aZWprerLEp02:/k@j.b
- )O=_lau*"(2m)u:lET&oBRRuS%]"hnWOhJ988Djiefe6EZ)rC`t-:QSa\(q$(*T+p_P%Y.l
- M)?1f9rgiV/Qe))hl90@9ri'NoXk5c)iV`<,4B^"%/$jTK`b!3W\RF2rgY/7Jj8RZXP9q2u
- bq5)!bT@Yq5BMIe[N;*uJ6L^:3^18@60BB9(dXr.+^c&d&ej4F'1!ZL+]8jOVA=^G#D%%-^
- gItOfEK%#qqo$_s2Fn#ao!7*r.!&iTq2`Z?lPd,#(PJ.+5d&^l2H2"ra53p^[qI)p&Df%+9
- unUFp/#"_-mn"<#QV\L;Mos(kbX+'o>AROa,A,nhtEZLlOlsH.8iZ44l#1ZY>O!H97bj)3i
- E\24I>'':IA<Gs.cqkS+pM%Z*WL;<\d`<A'\6Vc2jpeq:6k0NGHub,WEqZWjV77J3\h50%6
- >=mVH425]&B[p#h4Apqhd=1[2Tf9U[#<m\QfYIFEF#75pu%$ce\7Oo.1a('-,ba(I@Oih5>
- C=\,P2k&$)o@b2M5\R95l#cc=7^#goeEPN<%?T%K[+Xhj%2#b`GIlXLpY6eWoPC^EnTatL7
- k^.PjRQJZ?AcLqe`h5QSKYaH[aOU<qjnl'LiBS4H$oU08$CJ1Bb#OJ%tDXaoD<pM$Po,mp&
- +d'YQOn+5JbhA!h+'j'*CO>6hDCb7[tP+_@Vq^$:=6P1CHQH`&8YPAu%X&`"<\V&k(lTnn"
- ==\bLWR0na$S7WG5>)b0A9EudbjjEht=ncXRg89,u5W(!WK6>rEhl&K\?P'!BFatfcj.gr4
- ?_(85WbdT5uZNRfn9Cj.?0,Z,?cSWl[<80<*k5`7R:.G<"A/jRf>#c8)35Ao2+YfiE!%+A=
- !)U$c%7F'8<?"?RoOT19;Db3t92\a..nnC`eN6N)o\Dl1<)j)l;cL.n8QAW0)7DO/B/r(5*
- i?2oJ"OdRNEoV.ja1?9p'$&E+-jX=>ajsFP-.r&rKsfA$Z2QGg,>e)[BB5?ok^f>gBtd$f)
- <>+ZI^<OF'NoPb0Vth?/![`NIBc229iPogtp;fADt$7gP()7/n:N(i,3V?lT7'q%dL\;*ZK
- iBm\AG,icpb7r'%X&mu0Fa$iQ,r\HEk66!50F"2fCP4-`1$AlG!`d2ld0&gj<tIb,>NF.Hr
- hk'N_5q?DSGBR2"`?Q2Ltn2m'D,c.D2\pU\8baPE,X%^+Ch)4MEeC6;kk%QG>%`TX6&(L8X
- ;m^Cg<nk"Kqe"frDEF`Y]5Cil&8_l-):hk#a4]BmkhINn_f5NCJl3OX:g-hdelA3]E]f>`B
- l`pN0koBijg;^+2YTRX0=OGEEqIsZ;g2N,(KYn=2lC/5h]8Q^J)B)$qVknrjosW"h?FYOiQ
- i8_iaK?th;mR_hDOJ+3;a#CqCj6jlX[`L?0u3PhHLD#!V'i<'k[!h`;KX*e+J-=BA<0/s+_
- /6f*,m.GL"55U]!frY-Iu@p9'_8l>R5"fNjArrY1*C=TH^s]XN,+"CQlrJac\H6"h\Ni6mW
- (TkFOk+M9lC+P(uqQ4lT0:p>^WpE)Z]fXTn2$ll"eL5o!Q6[(<r>d8*dX)]8J-U?nT'&n$'
- ("BgNOCDL#96I+Gf>RDom9Q3i?V]G57:lPgimYV&%h:6HQ]2hg.hR&(Q0(P[T^uYbms8u]k
- rjbm*+$85NfS3B1;JJn7]<p=K>J>Cq#MUK'SDL1(.1W5RQ1VWq@Ea&F$I%5e6iCXJ21-+VL
- [/L7Sp)qiC-$4-oV>V'VUbQAlD;^:FTjCX&G]o!=hCB(J!-H*:b:X96kLa"57FC'(s;_-u0
- 7MZ!N3,(*$"ZW=ReV4t?(,B0%7:&n3smRRSnV3m"U=,(m+hMomM<.&@[7bI:lAEcR\i'c5M
- %@X.>Zjj*YG)X!;$NR(I`a!fm=ffXJ=YBk[$3:nq\8Fi*((5#G0&OL/2$_`7d>`\Do3QHqc
- 9bK`@8NJRPTBM(Ei]q+0clFU8'WImkZBEWs9hK+g.o=,g0ED440SLe^VNfZ$,CuRh!Hc)SO
- N*m8k92No'9\au(1Y7=Pqsmhc\QX.dS3?-2!U=VM6gfoY.;#B9iU#NMro"Zq8jE841q+;$F
- <L[a''NPAtBU/2-0ID4_&U/Y*%"Y=*a^sJj?d`_ans3>&Reb'n``V(;j6rIQC!/q[eBZF4"
- Nh7V&?Z94<K_NKHsY6FAA@<1_E=gHfI('q_jJKQ;p2bWgm0pTYLBf2G.V5D#oUW#!sVe(KF
- mC)od!<?C#HWfjgUA](M?:8lE>NA^-':5UtgDUmFUDJKC8G86-Z7B4OS=>]B8Q+$-_$0PQ'
- I.iQmepP0"nNTj39j$FpGhU>JHuG;A^6dFJ96qX2a"[#l<)ol")E!%D&8r?Dr*KZ4<G?DPU
- qr@P#2m-7KOD=F%\UUbNe+fjnCAP,U82Z:]5:?K(*TUll=%meH&?J/A%4<G]A-#I@I?<8\B
- _+Tj*@n1VX!fb)#!6#2>_O%&^@pfT'b*u\JZVThdUeb-S`fb>d$<QA=';XKgBrA7j.FG3--
- `ar5"bA(1TmFSe_S4W?^m,hm-&M4UT#'1BQJF_AUr1kBnSI1U_STMB\Af&a2)A#%Z)L'dF4
- YnijnSeAR[1&a8J1M<Z%F`HkSBXaFEOD?S4`fZ#+F>EPimNQ\?ANu_5jI<9K,=Ltnu=%1o(
- XB8e"erLn"4M79WkGD,.O%1ZqU`FbX^fVDU1)=P?Og9.2bLr;CRud)Q3CeU.^WfBn-4p5,K
- ^d=r!$=Akr:RR@mc*"@N_r*h&3P\\[+W(#G8-_P1<1/idJMOA@U1@qFM='[;^Y:=S7.@6%g
- 0h?P&'?0SZ92#XN1VK+l.?jOa*0`X[dS>cPs^?@qNEs>5n->d'><Ze12Vf^QW\e;9F/`LQO
- sf5)h,D[@cZ0'k3hL"eZO>H.M'>S"#u?mWtabYZq3$d9CY*Oi`@!miKH'HYEt`e,#@WlAIH
- Iom2b8qU43Kg36?^9gr$k2E9Y4mO@jT_o"Q;&E35TF\](gGACi4ah2C:ALkjpEh:(=_/GGG
- dIG>):P8/.(W1K@FKl)Boc<">/CARV)[4=#U\'>7q0mnWH2jB*)=KeNU!u%!8#+8dS7%>in
- 'lb];UR^08T2@Pefj3\i#R1!FrnIV],mf<>USEPNDnR!T5E-69=SbD.E1jbG.\jT\bF:kKS
- %jk)dWW_H;Cg>Ib3?OKe.)JOQ84<)H*lYA6oJE=m%p!Sc,1apO9/&6*3uYqnL^tN)@k_]jL
- [0?hU/+He1EF!>^;'[+T=V$VnCY)DqoYSTE\r6f:4fL:(6o21)g?OR55"%6e#,28eQ0'>1j
- @kT75dL%oMl6gMLo'gZ(?6#4CO5YWs-;?Rgf^Ou6rZhM;K*C7hF#;AjS6l//s>:kX["i+o)
- ?rT:!s$,Qj2lkOb1]b:Ih`r[M4h@LU;qrj]#-+`0U3kh14:/_A$U-*LVd'\CPRb<uoJOd:5
- '($ioFeu%7)BX!6``@:].sVA@KeS.6gPi2oH$C'*!_"'Kg\$k3VWbto"mY)6tAbRA4T$k7m
- _QN6B"PFMqU#;">Pid7-ShK_brhd.)Pkg^n`\MXAhP9iOb"O^/PV#e6!cF2`:-kK!R#BZp[
- @,>t*OT-r>>ILikNO5stQZ6k!PE*+JsKCP*0)LZ!F_>[GF,Tb9U6&(F*99P_L]8B0-Y7&/A
- P]I>#J.OJCp_Rp&m3uYuj*5HoS`?Hd!$W]G:$GJ<!7:TOh<.%,n&&AX6)%\2"ctiqZ7E1RD
- 81]Ba3V<V"9*5T588MeWHt:<>4pNK0"!iOj\R,KUR`<R37`6RlglOpfs2OXE2rp/Sr,KM/E
- h*n?6HO:=;QNAuZT)1r4qr7Z*-oM$ZcB>*7<=DXe=]=kncE&@#9,9d`2$"!V+Ol7#KUrjct
- \0B!Q^M*8;+"aN2n6aC4a5&0Xu!mA?ZZUFt?`7N(f8MCl_4W[7#D)8ITJk'TsW@E'fMJ_Q0
- i_]U$ZUQkt.<6M(Pk<-U$kGq0k\0$Kn;9V4DJTY>5kX4V2@Eqi99a\85I9W4[VTJB-Pbt?3
- ]9^L#sWmcSWb=rhM[to"H4Od"tCs-qO3fLSK,a6E=ZqICE_R'Hd7(gJ8hF.M.8Xp%+Ej&'@
- <lI`f5f@ud4BBMH=2SK))$hF?Y\OH9G6bM':9<bV]W_Y!H&$'K!o'6hjNl-\n4t%M'hn%G8
- ='R/lq^`RLCe`d_OZF#'nnnbbtPOi<;]C:f$Daac$Y\p%,!e6"$N`ta#',WaN7*0;bQISbP
- JBc$?8`XZ:WP%333S59JslGk(]6F&HHDJ=F*bS&Q'P]6o]>nO@E"[o$L_X;/Ge;5^!=(7o:
- iN"2R(FQtFab*)Es`:X&dbr;O1T!6pKI2t[3_gm,h=geq>q:#.0c''IV`0MW>gah`R&/60t
- ^[8=[5:13r"d.7FWqba1F;_9dhfPQ7k'N%\E!pBal5W""aH%Vb##Ilks&:B,O&l[%<e($W\
- rBF6j51CT<<$ah0/OWQ$78u-6<)#j3>t7kR85u-Me?);A[7XE39iTA';m6j4Qk*,G$<(U@;
- ,oH(9f((ra;f=Bc_VX^F]_G@r6am.cfJA#h#C$4,0'i?5Wmdo`?nDM"[250<\0\5"Y)#2i^
- qAS:oqR8>Vt#k0*PeTeP0g[]kfWPQ%h]QL@$o)W&fJ0ItRM2<ul>5-$*-^FB;ahf55Y3F`p
- i7GuouO=+u!&SU8tjHro-P=7(CerI.iPIom/3=<3#r'mA1/&61"%LTkY#?#7[i3<gmM<IIp
- #]o,bD=kMP6b@Oo$D3.=0+][%m<SRXDbp0g],c6Q/fkgl:jX8Dd.+UM)ekG&LPDIS]%+)DR
- ;WPeA=A(2fLtWlD=t;7]5Z*08X+se8!4@F27Ank!KA)Th>+M]tXfP^&X]iE?g<Hd%+E[cg$
- VIpN"X#n\1lI+#VF!_1<K2slFS]"6>#GNb\t+u'rKCA9,?=,rN%G0!`F7$Y-k0G>(W?Y\<L
- c-nB%"qq-ZnH3To=X)Ad8s(gI9:j^!&#EK1M)JK6Ri/mEf&8Y?`0qh'LHS/_"&heQk%Z>j)
- VfOD]mAbfCnaL(J6,IC@tVgfW*ef]9BnV#AiffNZl+e`n8WqB4Pk-<pu`ehmZbUu93KS(:i
- ]=jf!%e=PHC%Kg*J#4R%!IG*KenR!2%LZj,@[&D-;c<CP]h+cI-Fnf6JptpMq?`j03]n#!N
- A7%sZ9TAU1U7@"3'nndji$JK\e[T!UgtS+O8H"Y,!o."m-sOp,=[]l+m/u$]FC&OpZ/mE>2
- 4H?1.k\g,24_b27I:UQ^BW&1LX:KWrYT(()'=*MLB)#-78aB`qd5p9@GW)5`ZO1-+CZ@8L[
- [M/9nl@"Hj:3siLD$C//)DT.:>%9?qoJ:[CG.3hUSb7>H<-:!o;e2,2P+N:b1;W<0q"SR3q
- V<fraLA^(K&C`Q?s&@71T!F"O]c-Y)!sA*K\BLh$["A-\bg!<+-P4s8o],%O_BA6qc-`AsD
- Mc3K/9Km#[Ek[fNGH/bCsjR,cP^'.f^#%HDL@dLR1&SKrI0j.0Oi5M!ic<)Qm-TF:Ii:Z;B
- "uju4l;4'4eoj+*JFim,#R5ORAA2Pc5%GDlFbP?6_uOY+hui%XBk1gjA:A:USnhVDB=@Gg#
- ?Y+3?=^dc1-$+GihfLa2Ge$]"Q^X#AMseA%PV,,<G.d:@'iX77$_62QXa%Y8Y*`$Q4UQL38
- @Lb?G7*$f^f9>E/B<gk\c/hGoT->1dh=bK/a2"`f+NDNFpIpkiRk[0Je6D5R/u<"'14?(hp
- &MEp#WPBjPpn%9Ve)Nb<LGj[6([>M3L4Q"RuPAWD2lL0A6V^Lb-0A^//,*a[W5B7utIkru"
- [I]*TME.gb06i_K7O:LLBX_?Rnkk;2pmAG`"X@*&-KMX(3Mj/j5@><t\B1B@EDR\Vk/89hB
- imkU&IP4E=$"FHk>L&dNEoQ+I#&47GAZ9q;qC:bg3+^r,BJ+ptkW/o-E%R*WCp(rt\=3]t5
- _9\8#H0]b%^9^1d;&[.m1.QGrm(TJ5R@-/Cr9ihfQ[Y8"7'W4mA?4cNneEIQegel@ck=;VO
- MAhiFf;oB>-0"<hF8)IU!r4%CO+??,Z#'K,u]t1<=csfba%!m;CdYL@@BXj?QYJ&a_LID(b
- Es54[\SnO*TM!Trf.5Wb-Pg2EPaD786e^:8%2\_+@Ic!K;rrOZ^$s3M.&li*J^:46].jm4n
- "Cej/ahSrI-&t!&MKqN19"S_A7%<107mr%WI`prL]o^O"8EA$lh(A5b'p@.)rLE-&>CaAJH
- g@)3`EM!*s`g:W$*E^&TdJ!WFVVpQ3!^`K*8QQ#KpB97U_DNqUlom>sG(B(B&oNhdL%o\DN
- tuc^/Rio78;?YS-PQ(^0QS<L=+:q.mhPEJ%F$gLF)MueQQ0qXFE-0(na>:McTG\9i:7o%E&
- QbG7ca,@=mRc7?@Kh3H7\WQ`ks2sg(uVgIn3k;0$Nc;o.NaX(JF?I9NS\Z_8eD)MYMs)7=g
- 8sF*ARG2`PlF)tT["CSs74pH8!F#k/RlF5l%tp'baOFDtSRnok<+G:;m?7B8C+=Jj5`#@r!
- PCil0eFK\F2f4]9PBkG[d`\1-];T"/aB*TOnKf;s%IrKT2EH@1@l#/V&hcJ`[=SH%Nle5f^
- `09l7,P2J<oH,E!@]f3M>]`J)BHZO@Ca01+_"Pg#GV'hWA7G7VB_Hpipg8e[^M:baC\TZS#
- EX=gi#.F(DME(hog`urpD\<(O`s#kCUPg/V-J4c8o>\)ngbONSlbU7FRiZAFm_/1s!ZhBIZ
- C'AO4<DF#E!g<Th_eE7Se__DkqVjV0II^E<c,Ss.QEr:Bn=NGi,QFpT+$)OEh(nF]R>m8!@
- L3Fa6B;EY!D9n!?bP5L$rh@o&OdkF6%l6i#%rft^L?gh;"p]mJP=H7SZ75Ge3PVL0K%=(d?
- (=,Hh6>eElV"b:=`ccCFQDgL<%pCFG$0<b1)Z$bD+op7df2jS*JSR+OgU)056++&:9k',CN
- pZ-T%M'lQ3`I4B4812/<hnXUe_#<0HG[JA)ho,Jn6\W7.r/ZkcQfJ'@Nr6)_IV/J)a00b8:
- j5]YI.qgWVg&(LSGQ#fI4MMl:L3jFFo.5,:'Z5eJoZH@^-P9JIrG'L8)(lCh#&h^J#D0":Z
- '"Oi;\*h!lTTp!2WB6JO(Dt=@=2F#)3JLm+?DH*taAuimB0iXreQoa!9!B"Em-R<(CJn\NH
- ``/!N[PU;]J\@5=4ok0mJOdW@'?Z_s#Om/D])U/38f3^"7@8/EbDo\+^STi7pjC+Sn'3jVq
- j=)4)th1iUPYZU89nUdpkC:)^^f%Ynae1jt1/sg@UhXu0.?5`nlAcDj__-q;MHlaXEMSrun
- UGZgS+d0q-o%@9f;4oaHZu_Z%mXI[!dV(GZm67=[W7C1@RXqWZAC9&s2LA`LTPUfFmb/n>K
- 1VBoH,'.0IRbcNbN<kkh#<(!V:4^PHJO%jB=6L^GC/0G#D^:Ynp,W>In-Eelh5[RhZ&AOjn
- &=s)op@d:oXNoIm7l<!<9i1oEbN5YT+)T^Lt(G&YJ+Y<<pApKI$uBOLuqL_U-de%E$QZ5n6
- :Zr'q=:OZZ>P`3EQE(.D):@2Hp\FD2T3OC1Q^5k3WP*l/HdG5I&UXGJ.BdQEX;a\NMAFe4C
- $R4'4,A>^oNBIYKj9/>3RLnj2K_(X#()H<$Hdk&k2VWlU^2Q&!mQDI>K9^+O^Z^RhncSO:V
- Z;8Y+rj'mM$HT`Zl]huKYA<eI7^&n1+N@;QFX'L59Y3/U;bYA(do3XN9%MKdHX0OWXikQ\e
- J1H!9:Em`QWVg=SS;9Ye\,s-f2^XP?J!a+JRH4<`-i[t(+kXk7hN.s);29sSS6^mSY'ZN<j
- eoBgK)Rs**G0W_/Iu3'np\`f0.Md%ON@2.2:3ih^_<^^$(3o\%K+r9?A4M0]/iR?%C/o&mm
- TUdq0+M:33i]L#LLkSN]hA[NqeJPQij.j"r>"6Y"d6k.]6mAjj5Y\NM=);Ts8B9X?`r5u1H
- ?SP<!]H*('#k>b'o@%2r9r-r!5*f6WTg-1XpkuqD]VWlf]W?GMI5,iMdYO.ZngD\qVY1oE-
- ^TVGm*lYG(G4r,HlJ#QdEbZPBiOIJ%1$X.?Lje*(Dc`8#HHR,V!IXB8*W<kEQlcnsnKr).K
- Q5II)i/MsSf`jLSA$A1F'-19NN(S/'@8>A+%_XWGumk-oiZKAQI?_4@@Cg,So*3E4hGGNQ:
- @J0I-t;?J`-<0+,T"PhER.4l<@;e[V]3n_s$HYQHe[jhQO3LHWJ/6kBl''gAH4\+3F)a,Z1
- (Omlt+<p>1:JqtJ:(([!@=p]'c8Ip?/]`rF7'auLdj!)p4iF"Bo.5aOUr9)G>n%Y[;3<_3G
- ;];]o?XpZ(:>g)'aRs%VVR59V3c4sKg(*e?Q^1^LRiFFNod(U>a(hB^S>Mj^fh/GL^Y4g_r
- 4,;2V+@F5(&(&MUHk>9^J-Og<iabbbUYL;/ctk3:HgGZh[O\Ndi8:9hoPcJ6r4dFa7bgsSI
- o$$`Y``Js+<56K72c7u(`*7HA99>@3X@.39a$\c)1rP#$bFtObTR(n;pO)/_DP.0L+qMAdQ
- U2n)'pQhUm7+cjr21+2"T(17$H"&:W,7Z.-2/>7$/B58sjH.T+mWWd_,1/dCMC`['bf&Z7X
- 7bjVT36]o5kf1-`:m^uIi%-S_ncb_QVg,EZ&fdEZDcW:;^t$l"b?RQj=\Z=@:tJp!4pE(Gi
- (WBr;H)PaN`O1A[[k@EtNe%U'&(PsJM<1@`Dl;C4lofd$LVOt3^&P@m]4dR.jSl?ba&+HYQ
- 7^sk4oKFhLBXI\NTaR3O>`6f3`o3d8*H@4A1t!8,)lXfrR?X9Fbo*,o90C^b/rj_lBI>_!"
- Z2^tFk=]<FU4l^^)WobK[^oo;!K>qW7;mRcUnF*AE")kofdk*)?Eh&KLDJ4&uHom%8n\:1E
- ,;`HI1W==K</LXOKRobGm-1lX:Zi28(]kkP.ZH2'HC,-B_Gr+Z!_I/$IDkQUcl-9OOt[Yg[
- ;Xdtn:,.GWm[K1%q__8TJlV3S@;?HcQ=O]&3u91O'_WE!.kBPf%p[&nYTeXJUL@U5G1cP/U
- &Tu1"LIC-(uU>/Ta+'Pf,J![NO[o'^n^akql9iQ_Uf6U)1goW!.[&W=fb$P8,"bW[Q(;sLI
- D.9KTOdm1EgB<XV22@:i+-sY5?CTJkmq(lM2KI>T'FAG)2>+>#g=+rK9knM;X$:d9pL"bo4
- YJKE'gk%:@%1qLCH]8<Z$,#0$$gLUKuLpZdc=i"G@%F`G[`Tn&7$dcLn+Fn`6m`55q6`/lq
- NDMVJ>S:'gAT$#j*0f$QNZHFcQ"RYJ(hHq)+!jII\]\aLC1T4e)7sXS)Y7\NO2T@C/)"<O^
- -(<sIcV+dV#ND7CE\iC6J"EGeMi_mu=#@MfQ1o4/6531go6**IHU?/1pZ`^9u^OuRK:IF$U
- H5\M!IO7HgQ^6p'2A8N'EFB[G@Gm:A2m00<3W)"2H="<I)(R;;V]"upnpu*^WQmM]OUY1rq
- @Ehf-M>_gu)7L5a/Dl=9-FM-fhJD@g4.Zm065F'-G)qL1V)B[>f\7KY/0,%m/G=kH]0Ac%*
- >>fS.Ljb:1J)DR[!5&ZlQ0H(;WW<cVRI?&e$YeQgW`0*n?20&HCBoHCsB!O7=39]LKJJX]r
- ^Y)[`)8h3O5c02sb7L(.3UrD8$b%ph(&pa,=Ni%OJHiV\Rp5?YE6k+2k(cg#;jVkQcAP\-?
- RkjI;?tBt_iF1?E6+GY`Nu?/KY06tkGhf2kk<STK)(K&;YS37BJ^^b`,G]8XZc$o,??\Hbj
- nh*7iSINu8WpCuX->E&6HYuS6@bfQB%W:BuPH%C6(jP,HrmTriG\RqGh)M0U4pB.B>%e+Ic
- erXs$l'cnJcdk5ONa4jQcrhGXf,1t5kArZp"b>&AA's1W+!p"GVj5<G'<c5tXk((uSb&G$l
- 1)Kd\,-DriBjV`%_gEWqaTQ3I_W>^^!ip#p7pb5f9uA\2-kR[XLZ%=HumVf1pK1rn<7@VG^
- 0D,fk?us"/jUr+/SW/V!dMsB<(#W60Gi:h##99d=%'I<rT90$UX&nHHo1LIp_U:*OBg6+6D
- kdO1!f3L\rJOm2<ORNq]\qhX5LT%u0R+IP&m+VJhXea>E,%3XS/p)WC7#&'G$9.g"'MI'9^
- 5M,a(b])-G2"40A&0>dm+<qNUMc_82s61>$gf_nWQrK#gjN`PPm>6`FAbO9>Y:\Kb9G4.'W
- pWPb_-kQH@MW`<D#m$Y!#l=X!RUqR!1I7$A!TaIrWs[4W$O2Xo:I]*'3rAD8";&<-&4m7`_
- $'85`uuQD+j1'#gC:=7##3,!:ZVeZY5X8umR_g3:\=B7q$51+#VZ0*Y_L]tN9@DR:sbM*n=
- 9!i\dm\\*"^L1;(!!=.Ya!="K\"!d)-NY_%Y',%$/>AYg3s*d/m^+3$:oM0i\\0>ntak((f
- L)$Hip>hZi=grm"pO/1Us^M%B#k#S@3Wmsu=;#4LsR#qH/9biKG!RPEhH#GGTF6-aAQ9,c3
- ])\KA<&@W?EEr/]u'<oFq0L$7+12Tl[)bV_!_9O*!=WPmk(%C*%0OkSiB-+<l%]m&JnSndE
- D&7-^(SoLZV]cm4$;Q]hF"rX)&J0OKQKV29nB[X$&^qqe.jECp)j/@9n\6&@_'@AhZuO7tU
- ^\=W/u[^l(nnV`iL)!3=WUFK%C'He&Sh;_i=?N@?Ol<*E;KmF!>lCN+N]reN7SWfN?OAo+j
- UN?&!@8l(`uR%,grG;;PslM1F-K9'66;WEj[EPbp6/u,`g%sMR`"]q!=]F-*cDTP1:l+k9^
- ht-;j4YOn0@WlQ<>!-W'TTmV*L$!@T`'(ig0sdYet+)]:3c.5-eY8o,>QcGoFq1(tlf:FRd
- A_(--Y.rmp31H*!c]-Bs1,dShga^cETdk,W:1t(,1o2d7ojW;b./s>H@Aa9jSk:\.]+=iL#
- c0$JgHRMer0Th>Cl<q3nR5&CU%0;,$P=7KqRlSb/1:'/I;_]f/3AXU6oJ8W[n4bH4StP#[(
- SS/m1>+dR;(^4&rDMZ6&87CCD'+sVUG2F$&pY;BG7Y@>UpGUq1P5CCL75@^39(u7JY3r*i#
- ^@\5njtu9R/ZT[js8<65-If7@u+%UoQn=6##6tc%H6T<YU+O4EJb8;b]CgcLoXkrU\\'P@i
- "Dml&YUUQapb;YpFB!<<af&@2a(;\%BBMau)%&1]%o1l"VdMR,,Y1;EoVoHus]Yt;/i4&hA
- gZU7:)AeaU/"OoY/1dOc5b="0S7'g#ao3XpAk*FM!8orp0FC;VBEdtH1+Hq4C_L"LG#=h]!
- 5L>ZM0G;spFuUYp*oZca[0KNn$D'):6Hk+^e<s0uSPc5[6F4-nPmiA>\eee[96E$`<B!;[]
- i3EN7+B15F4@YJ<7CF(7C:QOEW0qLgqsflEO50@'^IuJmdO#3:N2]5+YjtPd8H6Z=;?FN'b
- Lk]QVl:o8b=<,1m:g[KR!UJ*l7LQ[(0A*2-RB!<#)`5'gj;?8IffO(=^\RF]CU_=SEI%pJk
- W,o]9A<>6$@6<m_FJNVc5jrafJt(4iKC!W-$Mqd7nQZZ.]]B:E#RP?AVB1Nf$]/,q]>!/4i
- Jq=Uk!<B4Mg5>1Uk9J]mHPYkZX9O62e?IW7.1t\0Qd7/9.eMZ)(eS/>HnQp*a="tIF_,ckF
- *G3l@B*Oi-Oh5#0&Rb<]o@=Wb[@:eUiX4rg@Wekg<g."c[4PE8<&M>;Pg$TP5f,9q\2/$*1
- h9uL#+5&G2mujadM08Lo0<B`$-U=1EhR0TgMPNu=-e%sepD'GI:1WY8i@JIPVI%\NZ=*'Bp
- L2e<gR9]/TB3.C)'6KQ8`%]CK2(tCD:,\e73%;HY_24Eu!M$&-Z+97r6ac)?FLk/e`0496A
- c\8G;-0QK`;\m<-^ZBMlBTQV_@h3*"m06hbO;GBIj`$$XsiGSRc6<uC=J4L]Cf2O>Y!G:-D
- !\P;cp:,QSg2Haj[$Zl"+/tf3\+gGmNBm\IHHiqK5:U,&/?ZigBd?e?0f4TIWbR/o?)V9+\
- =*&>)H[aMMGVugI1Xg>cbAjb%A/34%2G&2E?ZPItC^H5MQTK#l?B8'5(W"1k(YaP/.tYd9?
- rWqW(X%4Cc\'K7I86biQnDHKdon?>GB`;*3*1<jl\3r?IhrW"F[\t^V&pM4U3@Z\G"#,LR6
- GgF5.D)^GS8PO(M1!kHK>nMTm@YQR=ps"MASp4E]&K:5D-Gh^GnRW(e9H0D+`d;IX#"L=Mo
- j&@>r_mL02oZQ\U=HWIPeI<B$1nG^Y+N]1s-VF#@T9k:q:l4b:un0;4@4Ge9'*$[^O('2tl
- ffb]PX4c<2qMjXuS1Vaqhac(KuN*+D[p6gnBB7FpcG`uEg(-dfq+buC1CKQ,uf:e6AUjtAB
- JW4/8+M\f0[usm4QPSD>%lKJP)j-Mjg6j#Jp)B>EG.aOD"_HSSfe]%@_g_D=>.H^nq*/k%6
- N.ilIG%7uGiX>+#u.k=Lfj7i(laTW!J/]=1&6`u=k?b9G6GFVQeCDd%$b`h#9<PrSV:kqLe
- n5*7N$LKR@,dt\M9NK$^t+eNHu7t\,T\n[?UEPPq9n>;g!-V?&6#b5Br54E0:SPGT/W5T/o
- ?8</I0h4.[>QSlpOng$=8[f9/0a4i$"?=okLgrLeH=V\mUM\Mo7(&X1h%J!mDcH5UJ/*GYE
- mNgH60GFtBd/I5N6:H?Ua9MQCk-)MTaWtV,$X6$/R<M_ajH^\)U:WICBZ;r.>++a=o,%IL\
- s.A!GVY]>GRX(>=dAPS,RZQKX[hkMNF+?9]>e*d5g*r'X`5B.-Q71rn^o3rn]<'a/Z4\mE3
- lckuH_hZ7X3(I19sL<0,!KFg*22Dp]19"#9;afS[2;uCGgE&T8Z3E"YB+'S\rE2*OdiqGU0
- @l%\;>NXTMN05SACd4f131%Mn%0@X)9;jgG?C/^m(<I"M.sMj1Go=OrPE4XkU1o)We@%1UV
- Go[CN3Cq5\77B89MTJ6F15HBqsL=MoIpUA$TQ)PhG)RMN`@BGs1JHhY::;7S.CX1Oq<>;0m
- i`LbH$Zb-&s5^YF.Z,,0hXrC<OR@ULM^UuK;]R#4C\D9<[c`$@)]ii+EH[!1>_mdp8UIZ1X
- S/'#5>6:;nX#pL"S7fC3:Vb[fHofHi_pfWVi#_e<]3HN#>_BZ$-c3NWRQBo2)Y9152lN!;Y
- PW1+ek7q^_gre#Q2FEoH"%$;@N&\EMEH+,>fQ>>@+i/Y^jKqB8%#oA6,>\)42F']]Re@uLT
- S4KaLmY.gm)TdR/PcL#(/G#4?^-be!o*7Yd^C:S?oq3q3E0T)MMVF*@K9q*R)b;boCHB4Z>
- ]tDmGlFa'C/W+Mji.lc>VkcMT!=>J8?f/&LjYcd#>5)+DnKm@i/9<I4n0\s]e6S^EYo(r0r
- DU#+F-7G-FVfY&p?SMSN=2;-M'e(bHb4[[m)ZX8!@)8/nmh7(o2:!X_r]DZ$]S&M'Z29FOV
- C>B8X>XP`DH+i$]NS>%![">T3X5;\#arQ_3HtD!EqnQIj^0@GdiI?Gb[G/D+i8)/uID^:-?
- YTEo(&A`Zh:'MKkLWqjhE!17CA$FSkUqFX)kl74rUJs?9#+a*@%E_7Sc.7>$:d3tLE6WO_#
- tWa_r0BigRG\&I.?0`3S]"KiXo\OH*>f2BtYP=b'eKI^,=(T3Qk'i%H3*^hG*:,WkD_9ZF(
- M1^:33pU#l5;8poO]_iP/:^#pFKk<@A9Se\.EH]rn!2#UoXIF%,j$0&R8ir#k)3EtNWhrCH
- D)$/1nT#^>m$EKc&q`_FR^/siXD;YmMk$9;R6096h7MJ.Rm/Jm/??ORY471UcmLrUHhBhU$
- rJhn<krphX4aZY2J&L?f$3>#_qt9I9C\Gm]nHH\bT,[<DlgaC)ls?b-J[-:\//_fSptmsr+
- .(L6g"[TPiP'f>rQE<sLK)#]khJC<*SK[`1\I?/WVmd2+\Kn,DuAM<Sf`!P^:F!1g-rc*dQ
- `BLT[jr'\+q+!rr4_EJ+rc2q8+<Ub7^cs:e2QA&I4"UTRpin4dQY7`$/&\Ubtcg'1QJOW8r
- Cj+caT2nX1m_:FVK"jV#ZpThN[t9VsU+[+94RSI/sb`anps4eY[8F2i&8OJ\f$WAM2/(f[D
- Fe7s+UV-^9,Wj>-:.d_8i@B`l"p0.$]\S)`3Xd5H!Y1tR-1TjePS_!=T]j7&CeP5c;I_]@\
- =Bl=X$&HK.E+7p-595j+jDpYNZTN30BY9s5a8UQSU![QGRU%hD;5r)\opX][^L=D#D"a?([
- bl)8h/;tVh=gl"_;TA.S6e,rOic^*q4-;c5D\/[NuE^K#?S+[lur83hTp\^i9to<SS,Lk7f
- P]1]jB#l\)HfOHbQ*oYKuV3r-nYFhp_N&5O]?h!^I;R#6VcG6l-"mYY6,C616d&o"7f+.h"
- OZe1BhhNeBV.6noBG&iGI94rQ*5)+8%)EGSbo7DU-:A]A_kBcBPs`-30@Z.+1C8+I@H)Bic
- d)'d6Y1+\:(Z=KPa,RGHe.O7T-Y*R6[<4%U]l.!C#-RkL9U.hm=cCl]PACi\5We.UZ.s$[/
- ZRh"KlT?`aHJ5l)Zf9?EYETJ#]s2Z8'gsd@4VYgiXHakt1*d0nEC@1A02,;$eMg6%[.QX[<
- &GC\;H1%]:?9<sbV'FUF`]PK_DRPu=i(oMDd-:#X`n#OQ.:4h=7scb=4NToMcI[&7@.Uh[U
- HCaT$`L*C.7j(VI`;="h/>QZ6d&"aO_,gEQKthS;Z29FK6k5f5aG696ZW*0['&&m[^;ceBN
- E?1N_9HWO&,RJkeqfo/gA:`;`!ZZgjMO:eTXi7H1[L/OhIZM_@S(#IU+aA2tDqP%;*]:R#E
- N<`bSu<E37j=S[r<o0!i^Dd_`D(3Q3]3VIZhkILdAoOaMWO/#i\DO757XVj<<SJK5CC?h,0
- ^Md?qf!DMM[jJj9C_o:UFJ?6VcZc0$S@Q($GHThN9R#pfIUAH@mt"lV*Y#hl)t`S^@JglX\
- 7.QY-Fr.V<\MI&38GW/(WP$sb&Y/(0?eK"f/Lur]_+@Qko$*`d6%#]K@FR\(K],ZSQB%JFn
- Ql7dV.ID2l1Tof67f8jnZ<bGWMt-Y3UDSO5k"W0:/mcq^'eUm+Y=6G2=0Tj6U+/f&;#EZU_
- ]WD\r`!Vf.&C$btY*"s(R/X,djLIP_QON;fHG**Sj[GBs1;^[qJU&-`/#3!fU[6_S\kQ3=d
- CAF#n0Z%;C&#XLEr"],!5G-GQ^1Db*5T_'<__t=[q''9Ik)V9Z2$#;Y*=RmVM4aE$A)*I')
- %:4T&HB"VA[^^SU?K=<u07G''2oQA-H[L5.p%?%b(Af:sK45A-_nR#Sj'o&,#D0a*%tXL?@
- 0Bqr&V`#036<%J1h)"IC':nW)$FGk'TMTc3(Gsi*Da$ZK5p#V_:['U>klhiUXg(eW<XR)</
- 6.r^-tBQ)%7R&O+pG")^P3$,tSM.HLbYj4gjekhZTQZ09T/G<qRnN;sKVWq=d;^*u*gXM2K
- a#qTC#dV'GWAQP/Fd9=]=$Ab!Tr1$UV^W7r=;N5q=7-9Fo#OFLcYCRB"*5"k^Mab8U&*:ag
- [9rLoJA4579D^KG2Qt&-S7$<;rV<Z0:f-Y%GDJh8M:.b`T&E5O@.8_F?0R/pK=B)>o&OlLa
- -fGg(1Q<<J\9cD')+/([&#'b-M)*b:1aWjTR'SE)9\MK_..nO>P<N[-AWh0!SL7BfN*_LC\
- P$Pi.Adc)7*+'%9cc^bL2Df>e$[d;C%KoHmpqd2.5rWS1Z=R@,rSQ/OSU?s9Q2fm-qa=??R
- S%C@j+NNNI"H'C@tr8'o&to1LERb*G;,Ug5jY86!J,9Dlmd6O\pEqmO:#(Y6R%9&)mEoMNo
- fUPeOrc3PT!"AMouWg#UV>EB5Xmm#om'G7r"V;.m"t.$NL3eB!hQ,u%6nn%,Mf3j0:;+PIi
- 9k1*YI=_hksYCDh+\lOI$7Vd]qXu>:q>C19nl`IKTo1mqC1N#(K<IhUq$:@`2%1;H%Lp7^N
- 84,u!:EGbf]*VN[=Xu""/B(,c2(HjRa\?EBAQ#m7&ur3.AGlOjWu9s1I#kmrI;cOf^DH&2+
- o>hhkd@k.2Y-q,4*Q5ne\8JZ-K*L&pOc12U)O33jOcRB2_Jq(\edR?;k,h1m^=2]2F=$A\:
- &S!RU3WDVL2]19iE]&:UCb?o\R40?#;$H%YGU:i9Y`MEV;W<([h:\X8cA-/k<][,6MJcAV)
- N<^URDNrJ)PP2fPnAb8=-n@=+DNnD5%f3-OQ8X/hY+^*9,XP0)^29\cPCDdV+RnQnhWBCiK
- )``@hF=um%<<(OhF_oF3>4UIg(2M[WE%k#qe!Ksg58^\J48=rSHJ#c%9d2*36$LsmVo%'G^
- flEKcm),26IF?$!3pUC4d@-lMh4Akl3+BP^5&kJL.sSd-hM@_p.]c\VZ"SR&/MjYT2TOJi-
- -Ku(/KT"OPM-pJBk[=-V/doL_4)q*%\`5Q[.`D#2?QfCX\G/CDQ&:NX#"M2VlR'TCu-&A=X
- K%aSFsjl`YmZ?<BP'3C;GK5;VQ&-4pf&M2[<8C1Mc@DNO3l,&)l;6C:d1V`D4F?i=qqi^TG
- >N2\."Zqi7'3>t\Y97UsZpK'^t[ePNf"n]eOmR;Z>3SK$FsQ!*E8lg*3C7TepsHtT-p5)I[
- 50s]bC>%2I,Vo6*#:$N9kCNQNG1P<J'kk00g%+3,9HM8Q;=a*`NDFrMbp0uQ7W_)X&e'%E6
- 1#<kpbO\-Vc)Pr2WVc(;F3OJg_C2`/RhMmu57-:r2TZot#U4*@RQX$B+R.`QW;/';Y_T0""
- <K@QMf@ql7mQg_SfWW?6#JQkruUhST93kPc,jd/.'^IcF`ts9gUVd;?G4L-G=M1pEH_/jh<
- B[ga5S=5JE6?0-fo`jR=.R2M@(D?MN7bs#<\p9npb;pTT?#Urft55iTqfq6**+0(X89+l4F
- )\1[4p`@*:a;Z>OSd3-dWKp.^V%0(%IA]7KB5ds<mN]=YC1\\]Z,&luL3Lk`HR^I/=BKF#A
- VC54K<K4FAS:ic^m#en4D^=3Y.k]4Jo$n_NW"?8(;!+cB@=u6WoUF9d\=F'uR:q]Ns6*)$=
- ;m@rjf!>JU[nHXg/,cIMgHY:s4,]Lig]=5k!kGr$43O0LR]6F.>6_GN6F88[`%7Q(Fp47&_
- '4dAcn0c)&4$.K_"9FDY\\p<!lFf@"HZ9/r"Onl1'Uj##7u3:e1Dg4:VSFuL/^B)oCp)>)`
- 8$E6ntaWX84\8fJu<A*fM7&CGi_O,<uAW-aY0[X*_$$-T0[-2=#_pQtZd^4[gVo`ACM]=Et
- *Q=Mnn3#E.lb,W%kF=KT5;JE0b0YX*t&:;`;V"6aJ)3.7jg<$1Tj"s@hP"<'a'6,mG$0Uqk
- eS4(A]7Ctr0\P%(U@hHR'8\Mt``3["m_n*e9"%;1>ZceoC;WAVl@RjsPa)lNiaF"40C;n&s
- #1PMcn36qI>"+s1`KIZbkWXPcHc'?I^5t=.^gG(I'gn'`#8h[*J^8p-=GE>WaKujTF@&OJ)
- odM.60(Hr4<Gq5+<H2,,eS!'Hu>PB!3/Ci7*FIF_ulq8:H.4G!^"1gN1A#>S]TgJL[]_IaD
- -=FK"@^hLG1O"jF9\\J'(of5nF=BWf)UjTn<ne#4.&!$onD$AVUP/LS0%:l)+cm@=]Ou#$d
- )(r+/N#[)QpAaNK[`3t+[`Bt$2o4%sG.Hu-E28Nj]cVj*JdZuE_F-:]U7a#b/l=D,?9YfpX
- tb]Lmb-uT4G*Qj7t#>d8XXJX->c,sI&LJ5ocWjDr>3.\RmL.n\iACSjhE.br?#:Ou74NJBg
- B0$1&9sh=H%(As\[_5(hQGej-U.7\Q847O,bL9M66+0?`grB0Z4lW<Y)gj`c:<Y_QL4FFPU
- tJMmmEXd9#=qgHo['`DUO\;RJOIaVm.AUhqbK&HcOu-=cpr_Idg$<X9#Re7+oP1#ObEh7c+
- LJ\r+4'"!P&?j1A'MM"HaKWOsHj`[qt-'KM"o8k.h[t/DTI$]U9-X?31C7L6U?:h%7sK&\_
- (h#7tWGHNaVp/:]-mK7FDdoZg6<))>`MJP?p\gbh\M'WAN%"h7mbV'+#FqnZ)__,+nPLjRM
- m<!0(.`^JT[K`G#0Zqr%)3:-f=oXVLY"YfS]:,A0a"UI[n^I_]<'264a,f2F__TA90KHOlk
- XX2G]3Raat#2hQDN?0\HC]_BR#8f2rG]s7/%#:31JFIi:TFZgS7+>L2<+SSLF\(#!8^rGd<
- 0^)*`Cn_292t"HeEou[oha0B;:PPBeJ2"_,u`>o<.Op8<Gb*&&.I%_#LhT4;ptmRi&6.7+]
- #2gca;4p^cI4+EehUF;lNKC3*?HQ&-W>MemN%8%4Tkn.o"g.d_Qf!eSLQ-/kI':4e2g$h(_
- Z)1,23R:3AB>,a_Y5%26;H"t4Q"'k>j\H.SfY#B3t%c!/=AK3./_fCaPo"b,)1dY):.KLK3
- L73U4beHIN&=/eiJ\h9+fB@s%mer;+\`@=ojNRjl0bDcVL!pIh7CJHFDf*"XZm0M!CF%!\L
- 6<t!G4a%ZU)MMR3c%-P\I@T!@SZX)aLU_Va\1`A\J_DE$=uCf`4egY!V7r%'K'3FA+C\L`?
- Ws:4g9k;4>WG\9E/)_bLW,hs"PO*OMUlo^gEgLb]sPl"N`)rkf_pk!7?Fb0D?r[o^X\O_j`
- )aj#rR^.;a$IG9pcTj2Blfn"rM74"iT1r`N'PkK`F*d<QNlgakC=K>a<Ie_!m$P7"[>F#6f
- e7]rKf)X96[D5?44Y@,qJ1#hqMK?$3I/Ksb%-.,/UI:bB/c-#HQ9Oj56W&rjP*%),%[Q.%6
- df0-o>'m2\;l'&&H#2jX[:$CH!l)!TlLN%9gW%A!4bMM@(?M2P!rU/PDdY<9'J3YuGk[e#l
- p"^AVh$pI1:fU&7l4,4+L-T\5D:i4?ZrWaN:_h_em47#2B\Sbc>GCCeZ5cdOD-doo=!bUT%
- HLZ?j[@qe$BT=aXKZ'/%H-@YT`B.f&38V`&`4'2h]<D=4j!os7>"&&>khjgIM^mics7V+9%
- \*;r3,&JhL`7B#.=EcINVpUro,5_?*41`]spAah,`)/h=Zt>>eSf_b$]YWbQW)^*Pk/%-p9
- 1'iq>%c!SpoJH%sBr^@i4K7Ps-p2;q:g_'!6?&.F1>@KrtOA$u&>V5h\R4pIBq7MXE_#h]6
- /Zsje;iXLfT/cT$],\1Jq@T5_Q/,NW4r)WL&if)r+BmO6hH!l@X:50*G,#e\iBEp.TjYg'!
- 6'd;!Ba*F0K"(jA<]=N#=QQD_hY:f:YQ9C?<J<=miJp"YSigN4eHL2<#DQ3;CMjC(%tt!ok
- %4L%5%nPo+_4U+b@W!Y4Y1-%qHKg"ie3M)R4R2@Eo&[>c@/SbOZJ54TOpZ:kB;'8>jouK>@
- j+HjfWrCVL+!;8-=Z$@>8-&#(PbN@+qtJ6_JE()fFhhdY8<RLPBI*L1]L)C$(D\Auu$p`W.
- ^$!N-,K:dH.3G"TU\i)rKgB,ki&.O&EsFC;$dKj\REhEYa\RH^T;OU-FAk^Ea:639&ll1TM
- i#(1/!klmG8Jab>8[XSMdV.^?GkS>%Gc@SEF5UOH[B7Na3Y]K#gB4c%`kao!=7Vc\O7Hi#d
- <kXT.ooVuj8nRZNgW"3c<\!+B^ZRa;$D982&8l3j^$FgpNbEirLiipC1e#-Ol2ICC2T4rNI
- q+!;K0WfKG,9#@(i!Z\l>?6.-E+hD>M"V!"19LkhU(QUM.j'?kb`'0*c#OC.d#<hbFXg]D;
- XEf]]@>rl]t<(PaA_L;23/6lh96(#2kLAH\Vl@#.Q?ZL;dsmjmH13kGVtokQh9P>(su<l<_
- VN`p;o5mH>&(hfLj\3D'NYHp%sa!e=I/Y0h"Hp$YqcD*Ekg:AEmfNBt#(kl1IArbg_E[r%\
- ok73^?93LF=,H>-gLP7$l(Bj5/"c\Uj#2j%s\1iH!k%nB3E44pJ2Wt-k3sC.:m^E_pcH>S;
- bAel-BH:DHO@KMteE:tE!DnaD<uC<Gp$[(uD,$".T,d(O8+G_Y]lr%Hglk&Gg=tKbCRXb[c
- #fH-+/7?kEd&o%JCMW$C50ee!<3GrY7,I'/E:DQK,>&MLg#Mb/quW1F!g9o#;g>DbOI4/C6
- '&p:h1g]A-X-YEL-<<T0)SGdr0uGDj9&If(r$p*aR(h@W"c(0%dE=P"@k^@\pe6B)p;]\sO
- m-L-$FHO%f2t9S_PO#@MKR-mWiR;=`UB@q\ts\01r.?\X%doli1_5;`&"2YEs[me-=,FN"K
- [@HB\-k^P_g#<[/G4`fdqm70D#0%KS0qf2/cnck4grjUY68)>U<l!FK!OB;_VG')VZp@fqK
- ^i]fg6"P4AFY@h,k>Q$->Q>U6KRc&an7.4I=7\@QGIMni=+'U82K9fPFhIPS!,mX1;m:doo
- =oqO%efTT4k>C!F8%rpK&uVLOmR>hn(25LDZ8lR7qWT3mDgJoTOrsI4Egafq)8G3TPB2d._
- O)LG?:,VL7nf"1'$N$"^k>SVk!LrSTiZsq=f@4k;VGNe(X2mirD?h5D42%K_f=iG\1]8G)U
- MYD!9pToJ_\M6S`Fq+a0K<oS/TGSo]K;=U(dfq_tkL!.K^EHO!)@"5mqri!&q+FSV!.W408
- :?abUN8Hti-H0;s<hn]'V_=8>7kSJa&XjZ8%@H#im"lO4n=315VKl;Hph1$BpT4MdsWh(Sq
- lW9#@haVW*rpi"/`s=e^3,j47ebs*oo]UGpctie,$[]@orO9?j#MB*d]l`^\%/>&UkVX'P^
- j!iYFcW0fT'^n`VgLq6"ce@In/m?tB`+3nrjV1TJ#DZmb[NN1rqD9(LM"(UXO(=5D3OqaJM
- -`k.oS2IKjEm?Dts?uRg8G2#JbQg&5i`%56:7g!jI1T>(ocU%LWDl6=CG84>moaL-srt(o0
- JM'8sh>&\->61EVWJ,LRGTN_L^^8Rgdh$[DS5GVGACkL8Di2k3WTm&+XK]#\hdkVNV](5YP
- TdV))397iR,VUOg1)P_ht9rlgF'tVq=Y2QS:=Z-X.I)sKN3Ss58e[F:P\6NoQ4/LNqGJ%7#
- =1dSfrI;GnhlkuWKp3ZU13"/4:+mWIaC?u-r16D-Qc+[o/=b:42kA<.oNCQ.F@1f3ZF)a,7
- ^lC#ehVnN/XFju[G5Wn>A`NcHb80SGQL%+&XCAsEHtf<?R:p^;6p$=/rrf1ea.E??%1[D\_
- Igs)1EYLMok/RH@3H32iHD5p\]Hs5DR_IV.L%K+0X#Zr;OJBi(j28An28O^lV5!"[JbI9P-
- T;KHCK:OIRm/)1bI'%7;i)4V#CAj?uoaYgc;Y7)nKNHa")u>o1KmN+EmHOfWC=`t?O<*QO<
- /I36NC%##kGOt;S;aV%:4--;<bl?s[C!S1BcB)rDe)WLN5PtQrr\s1Ce%)F[Ao.7j:9TqTg
- O38YnX<em@OVoPe$i)>jSSBpEUeaqSOK#5o%08^E1b-%'/'BLYZ;HMT&8RgaoUSS%PcZKSS
- d2k]b0uU24Ng\<lQX]_XW9u3eBHZW<ONWX?WX`PMgnm><Ma81[gmP&k1>W'T'obkm=ar\2C
- 4+A]anD4A\Cm'lY"o%MsUJYQE@-%_04$7D*aKS0ac\)]tjumE=>'Ph%<%G*L3L],thP\NTG
- HBQ`]Y%h\XQ1IG^CYrI<`B%IAM6a"cdm([#dc:7W[rpi;PX)8o#PVZ@&J)rqQeN8o063KN4
- R%Qfg6)(%e8jV^6^P@^.W>F"='Na\@;q6":uAspAURUX,l-7YO]Yf2?XQr,qtQhV`I)kN!"
- fOgXpo_5?M8m88]lKYJ`XjH@h)b$hu$''0MQkmrQaX,oaGLQ4#h6u_d%6%6c]<:AH<RkYf]
- eq[]rEF4U`rB;q[G?8K=PQW/`Rt*(Ve0(-=!7';<eKe_^)"\i!:s7a\'Ng\*Q?F]2`FHQo^
- O'V@2lgK?.\cjO(I#<SZcnbpDqS&h=mK/I=)oHm]/NrR\]tbcsB&2Y#.B#_rn+2H(8mra5Q
- pQq]2XmC)l1%5%OQFIc^+t?S:BN<Bj"(^2H5Q@DMA^O5]p(r%II6fDKh1`ID7`-KLg%O`Je
- Xb,lI@k9*-]F:3*n/[n.4@!^m=n4hE,!B`6[6eR)gD@Stb4U9pK+bW[P&jf\p$.n[0)agU`
- ]P(QAR`!7%:GNhGf"V[5.,c2nU)kT<oJ)*tiJ:9Xo>F_P&Y!icI5*1^^;fmDNJm@H:XU[32
- t#Y!_6e]SD>hH(K`BsE@">Ch0tEYb!T6nJNDMA9\k!n-,D%!U/Wq0q=R@-h`-ID@mQO.nr?
- ()&[N5P7IKk@j32(/FGcb-e6Pl'???D9T$8=1CTu&e0W;;T2D&.i1E],*\i-XpI,YD1".H4
- #oPu"Bl7/:+%U5W';;,1:`BCQaK]NU6@EW4/%*rodPac*P8BuYFX)IRAsJ^M&@5mSn(!H=t
- TUZfP9afRG_`7^VYDJi2%]f5*U7MoX:H,upk,2PGAGu@7X8Jl>H`$j1W$bgT)d"!X$N1lkA
- NZq)P9_kUWUQogR\k<=%X.l]%Teb&$:t(aaV;2`5dfPCl.>\'M,\WrO-B:?u)`(u=(lfgp.
- gqKC4_[>6V,XU`;VGDLl%LiiU+&W.C2EENFR,)HmB04T`\@^&AYr?"&rIj!533MNPV`<9:`
- %;@-l_EDd_:B2Wi[jX%1\^XieU7],l]2#'pqj]Z9V#?k3GFXX\38ff%HXI`#-Z;2%I3!>4#
- V]`HeXem_1dAfKMgXAM"VQF2I3`3iV3-:sduV4Yc6pX6_)PA(Z3/M_..C<;iI*DPkq[UFRg
- Z#HF)ML"]_6/ZR=1X1#17XGXu4cXg[^oql67H9GHqr6DcEJT?Y,\iVI&_73PVi`o]IEUH96
- (Ls+`=A,2GCc[6S;mN#*&On`'h8t!g5+pSU1O&+QS\.r^`RP>^'5\I_Dml82<JLl]m7b*lf
- ?Vr9qdC>DQ2+SuT%dJ*f3>B2+%8`+m9j0.Jac,8_,r>p3p#3@`i/(2p(eKDWt,YU9K*A8=E
- '<uo7L>IZlA&4%Z0_<GHjT(WHXOA=ijNdZ%B!h2N#silt^>[^,^[%f,dBG_\cEkqR1V=@p=
- 7?K!5@g#(iphc!3PunqL#a=\gMY>cdT'cs\JM:;U9TFbV'@2o66S.lLfi1rhL#)&]Ihh@*D
- RnTJobC3(6KH!>U"V<u:kdeM]-jc=>V'$'b+N+c<$OY*G"d7<4BTl@e#7a>Sn>#.b)>qMoF
- `.8Y?Y:`S.%>D+de"+a<ERZQq]n>i?c!%:aB&-a_1S1k!RF^tBMao=<[X+tLp=3@&"0_>;Y
- dS_u6nOB7Om?R$6/jG.N]g1Ep4guK>>K!N<@p'5n8fKMP>:(0Tr9-+U8Oi:`k>"g[?>K<(P
- ?@$B"UjMFae5b>0Ap8h.^NpZqeqnkC+@uGl@7>!E_Dg+BoiqOL?c1^XR:cMc%8OG=N8)>Yg
- 5s?7j)bORO=GG7!Bs&XY2E?PQ;=Mkk<P/4Prmj]fK#k7-HrEGkE*)rC2TSFaL<eI9JuCOp9
- sH,1JT_pI0d7.@]&"30>gjLm4DFP`S;qLs2in?Yo1b&OpDQ&3C%N+EJBcs$:'49^N#Q1"(b
- fm/'"ef;`=Dc7t,-n[=,k.?'9>-lNEf0/RmB:qL2KeW?Hs4I,b#_MSE1PaofSt1YVGi'P%r
- .gDeZ4)0dHKE\cnO_csB95mI,7=@30codfZMIm1g%fOVm568ZG1Y'q-!rR;SEIL7NW3&Vh`
- ftBhMV(+M/@\HK8j;5>RbU=nbu&#q-Pf;.8bG5!oV*<raRSRL:+OoT[ZD[1qaA"j?<H#W;L
- "Xe`PangRE,cI=98;qd8,sICk<ehW40Qc3iYg(VdDNn%j*V'FujmqiCs]E!ZNK%05DA?/Yi
- 'J^!sDVWtB.o-kOJDm6-Ip)66@nLtM,!LOlNj9))<r,5@.0?ENV<<UE7p!?[`0@Ws^AD^0s
- "tSR0.N\S.Cnbk9rm,tnc[c%TOF^h,)ZeCiE/=k)N<o$8g;1QGJas2bO;m[/qN)p'Dli7u0
- GfY8!.j,H_,Uk^]*j_5(]e(Z^pFZH$Oj8b&CAl8@'pG?gC98#%PZiO@($W_%1]W2%aa_VE:
- jaGo+1?c&AYdenHBJd#8"-P&FgJHd2<NN)\I'1&htOBE?>gu,ne#)&E+-50fKbC3>:pG'JV
- Z`@(['P%hu9E'[]bmEE*aY;\eh*((jgf0khDCD&,ug(*L='+V,B/HP_fm(bpRYEISh1Kc&3
- o)"Ek-JAE+cS.P4[)A/S[0rZ(2XVt'A)R6R[5nFG:\Jrr.)tCle1!(CI^^Ms.*<?`m;:un>
- QknXJ$dn&E&a9\nm2g99*jP5W@?;4tkSca1*l59&+n-I;W(I*)+//*DE0DHN*?jts+t-8%/
- 4T`fUC)#qYcoNP002r1enP6J0Mf2Q&kG`;8kh'<,k=q\dTIkO>:";q-8K!VEaL0!AL>i>-K
- Nef+=%o!mKR+>&\tJVT_]]1L(p?J)hF:sU$NgU,q8DY.PdhMALnmt":Zdj,1!(m;Defb3<G
- mF]+RU]'$2M!F"Hn*/J?;[1>+7"h(;O`/[FCgo&V0kZjhOTBHY5?+\6<FWA!iD0J`kd@e(?
- :dN3G:!UqB[-D_r-^?\??*!+'bO-_J?/M=?n1G^[?;_^(L4YsE11Qt6`o0spt[LN:6*<AP<
- JaOL$V(e*A2D\o&E/Ir[!6l/j.uDM*c`[\mRLtX81:'>)PDM8?NARu(34"f.o9D>BR5s7j)
- h@,U_:TNS*A>lU4#=9+F1CIc]H2Xn$a6Bc1Dr<PV`0c!!hlLO:Q[ZdQTarr4u8lr;rKo]m6
- 7lH5(XgoTWS9'`"?CO*at]X+o_"1]0Q!#5r9:uTfa:1feG680m"\XWt:"@3[p`sbmtT\'D4
- Q]4$PPb6o71tF?`1#77=ol1uM7PiIVb0r#^OD6$-[-FD44Eo->LU%1;2`'":!J]0-i\*!(^
- 5;Aes];+U=T8Mj"1<09aoSOp2],Jg_r?pYmMF;"^h-Icm*FLb&O]UKJ:*`RCl'RN/gHmf\Z
- e3N$HU%6=O)bMrZ8X/=32!IaLm7qcl4lN[Ti&<<R^JFM':c/B/0+oABn/<In9QVL<9g)3'Z
- kbsM*Y0>g2(;<9/P`],;RJ5XFYk?e^(:9r*s'A"[0K[=9iUd^D%kJAeJ12gb>F6`6Dop_#n
- .e>ifK3=;meD_FZENgF]Yu%=7eZpTX"R6ckM#u-B&72247UTSQY$<&[6sh[)k%&@55(#e3Q
- L@F`UX7]i[/,=B37DFhq=hg`'Y^"bH._MGICjh-K^4?6ii/61bQEJQe<T9^ac##p+Au,@6D
- (>ZK$RQ3C[)$"3H3@3RBD^q'PthAAOK?</@]Ft$mpF"AKh?PQpT:TIMk5*?F?*EE8N((F\Q
- 8S%NhAN!1W+ik:h^`T9>*k!Y4G%kQr!@kq^%3j20<NTbo1LH!m)^4<9:7#O8;/"N\B_I^*2
- OQ_WU]nU**5T$peu<DmX[)3=9N>A%[)ZAC)d>,H/"m*_1cF@%O_j`XD&/UX2VDqf:`@-^!Q
- !n9_/3r\m;DXf.THfcmC-_no1[X[;8j(aJ_ap505Xc&D7:0qf,&G7GT*6Z!45iB<qC@@/TU
- >=):o77f!fGF@j>Or%j@_g[+sYb*H@D\FZ30?G>E&7=ZW5sEu/D2GA-Ul#f8M\>.6Y!(-OD
- :a%3[6F]Vdl=,D'dMg0A&*<AbC(Me<*SU'WQ)hI072RdlhG3\gK2k]Bh@J<%4,C(*AGk]1%
- f?&Crn/YqD&GMlHGM.DH0SMgCG;I?[%QeJ.ZYM0>I+S%=GP?Koq1%JH-'YJE(YsVO%=md\l
- f%RE_81S%4(m.IC]N0,_8[Q59%lSR%)=*?3&cIl3J7)iKK)&HGX7"M7>/0JK_SQ#fNEnf>D
- 7<-L,`UrG[H38AVSiOLA5nH3-g8rI><&sLU_nkG_Ls`K8B;ZM&;5/315VJBH1F$!TCm(5T1
- U"^]@lT$_S%M@($'OX9u`HJ#'hDJ-I&\Q52FlNB#IJCP,i"g'`,*N]+G.=0D-q^a\q";GF5
- 'i)Cfnq2a2*O8/s@3=1cb%?PiGOLYscGnlIP'9W).Or5:'3@U,:/Ws6kP.<B3q)+AH3Ks7t
- PW:mk=[A9t9pE1cPaPO9q,`hA=dAegQ8p345kY>SkRN,,*C/0W\?#^>W[4%N+b?^&J/'LVQ
- ]7DqR5pM.Q#7[oaHG37Nd7I:\05@f2@Sg[BrA,fH!uuK]plRKQ<D+pq8Jl7adi1ISN4rc=j
- `dch4;+8SXJT1q$%qVquo)u"6%Z;+=J0oZiJ_S)^*W5!Vd^R+dmWgTfNmV_."C8iL2d%J_#
- 0sQ@E]O:`N-6g0*U13U*<M3MZF0UcLZ7>!\s19r,?tUmb;Zq;r`kli\KVK0cRGpqqUbha"W
- nTmCjZH?b*Bg)n,[OSU,\<dB_4.-&1iLI(JQNME=r;l,qVWVWHjg8V)5X/^KJX#dMdHEWE=
- p^_mM*?`i5Trnb'#B\qU(',)H]%O3sgk0$U*9#qV@DANtM6?\&Nj:SfRL\$I];o-8X.'-oH
- NgXc"0hY/Yo=.W3@l8Fq?6oMXE_H%=&j8@$6GnF(qSV2HTAF1@+tp^*.$kPfr)"lN8*Y0P+
- faroO?8g't*oVZ$U&j)eZT@Bt!nU[lY?I+S#Z&V?+-T)^*Q2g'b*r4h1BO\L$MWo+/3HV6l
- SkR^t"Z_*;.`1Ue<=]0!:0HZcri[Ca&e]DKR/@H7n`3ZB3K!4It/5o9rUQ+d(R^*K%AT]R-
- Nagp/!^Gk>_p-#fLefPi7d[RqcHc*Xga2#>"_#+q_g_l6d*!HA]$t()i!TY,lBtdh,_`TbG
- @>o#ln[]Y/R[P[W.hP(JJC<3l_0cp84B]XN?,^&W`O_W]T\KVMX(cVB"BC`)I!NcFHnU31%
- lFs:r'SQ:o=A!e.]bNJ+k=@J"i^CNaulB?Ht1<hV96HUOb)Q*fmg;ng`7P9&);ZYI*'U,hA
- Nd1aI;G9eZ$<A%MQ2iao&Kfh!*+3mE5@scFibQ60JfO6*.ZD@0*A95S,"\cum"Gd6/5bT`!
- %Se\iF"Jc&$,glr[B_9'=kb'`s4I.bt$n'g)Qe,;_"iU.366lR&h=5h:8!6`c<?.Ji1)<'E
- nh&j3*foDSb2eS8u*)=Yi6eD9&fKDaW?%LXUjrW5`VL!#h22D7KoGrp^efCU@HJT0o1"O"h
- dQ@'8OJj--2q%Vpdp7gcI>ummc.nl9gq*b35ir1(]2M#@'B%d%Sa#"B(NVn.gD]=N?+EZ2W
- Y9/sb+7#>IF6ude_pE5i>LDl!8ms%24.bc+(=2??1$Xc/V)s?g;1ti?#A>$7Er]=gYpW:/>
- (lb:#Ol(iEfOG4ZFG>ciR3(*C3X9*\ZZiD1.r%h`a-^Sit[G-b=\!b!&ti*f9!-Ms,VLiE>
- LN33iQAo1raQ7K#%)ri,1kls8QDaF8@!IC%?@UZ_)%[6`QHCdI;,c05/Sks!G\>JM<\n-"0
- s>N+Ta^9-h;m:tUI-_Ro(*dR)-DohpnC.NE@//R]'%IH@jm@P-`3Q'so-Vko&&KmY4s!dNI
- /'&m-j*pgiSCO?7s)ZnW*^TP"N"tlT&bQ)>ocHp$3_R<JZ3qc]:)b`+J`Ii$/b]3a=ojc'h
- YHbl]CVUUo@>ki-]/X)`Z>'eoj=!WT3(j'QheJU%Nmc-+kd^j-hfj1q_^uOi9#?7pTD8ZkF
- MG#/NiU?`3K-H^u(^YT:c(sg&:s&Ob((OhOR`!\dq&Eqd9$rFMGA;j<+W71O]K1A&4iB\3)
- 5S$\OchnJ;$h-PD:Q=Uk_UC,6fi7q<4R'RiOi=LfI`q,FM"/XK,m',d%[Bf2ASk7a95i;P3
- UcY)k7"V-5TT[DtfMDZ`K9;b[f'\\O1V,aNql?/Q'C9_!H=)8Vp'n423Z<?PFRk:ejCpdJb
- (AjB.l#F;ikH?+tFf8:??Z5]*"qLlk^u=dMN&E%$Mn_HH:'ocQ.@&(fo,4(LD`OB7BCm)_(
- 6;%`dqSInSQ;psXk.@^)]b6jBsl]4pD][SRJ-W0)]=Ya0+K!3j$OuP:/kGbhi`'A4UEc8e\
- QVt?e`<HDXZDnGOHRopPZlJo6Ga*:KO1?l1TK&h]Hd_iGrfP5oABYn+HY"5EGWq?B^E1$Ni
- Z`6k]_iE+Bmm61BOP#srU,.gn]5`%oN%a"cT4TPc!7ijfOLQAWWN1+qe0DO[Hd(?[^<%7Y'
- 4jSHmdZuZ"5;8dZ#8$W8C+\2)CK-EkT@Gj*IDtF&X8[=!JEY:_"Be)gH`3V$gEoahc9Ci;(
- 0hcX6b06I?iVG?u7gqS56kLF!&Od1G;M2s9AFSiC`c9"H]+["I,1(@!#pW:=2%r=(F@@'9;
- 7)#uoUhoB:hpEr'Vd%jo[K=GN8WLo;,hZa92eg_78m2dF_+cY6Npo:GKn[6jUsQ%[-:jb;/
- Gi23bA-8H.D?=,tD)0NKI^R2J&4f=]U6GB[K<uap:qQjg.\9C]X$GRhd<fEEm]6bB$q_7FQ
- BbG@FTu+(sNOABh@_lSm+3]l.05BU&1>7>%S4E]Z3q>A)Yl7Lt2VG\.VDiHTMjLb:'Jl4;V
- bjgC%$#C1hr@(?J/O^r_a99Wo^7T3<OB)11b?I95R>>D`*Far#R_4#Qh\PkeNiVEa)T]c.e
- MkXn]*g4.-_t[,F$Im?YWFIua!-ApM`d=h'HKMiCC\n=RZ"/Vun9p573Ph'=q2T)mB"-fk?
- fpS*!br_P)_7^tg/ds_DnH;M_/K5kHuKK:AiH^Z:YEZTMEB-/a`;d,/'Du2a"ku(7`j2goD
- <]B?1&B?kL2J(g#d['8V[W(E'8[YflfNV@G=sU=OmlMS`^d')e4t2ep)WkMrT']8!E%.-J@
- I-F8:Q!d*>jTF1QJSIll`b]q962HiEcWmehP9b'OW7%st>NbW2[SJB.3VIX-F@lhc/2a7K7
- ZC!copNb>$>'8$!rcW'&?G&S7RaQO]*mGgB4+S_UfjFU3/$:/iadfE@5C+l_#35P/H7e?P2
- OHpPHGYnfV;X53Q[!KM(5lhXh#%l/O4UL)[4!8ndJoLE)6hiAI+nS&`K6/aHQdl^Ld.A5Cm
- M3\8TbLt#;i6];">E+#1P[50H8*Ig*1'5+=i,InBsDlCf7spt<'lS,&iI\mgB:"hA-)3M&%
- +.I0*Kd*O-0-#8,30.A.^F1#fJ;`fXVfk/7Crn+Hd)J`]N3SEKZI$91J_3-"P1/*C6V2a([
- eILJY)aOq(D_Gu6&&<3(%2TRMV`fcf8fZ\C2_l:Au,%>bDA*(/gQ3Jf[KACSM[o+GJ*;qO0
- !E#=foh'W\`80-f&e!cJ$CJB)YW^SW"*R`(ub?(Q-+f!VT7#5+YETH7o4R8B`[U`.Th`H]<
- mg]>4B$AZH-GrO1T9Jtu:\k)W:b-*!@<Js%kn-6dADplni\<64!l3q$ntM>fMba[77::rA%
- Noe=^;QI"`/n2r<0i_GH;R:K;*#;a@!'RA&M5D0D37SRRk)Pk1l$VTEn"]ZdAhanl4lL*j3
- 0N7l9@(`8Dt.H5*aXoTi>cl;j@GaGRo+.5j=6bH;rHL;gEF$aU!bBj//Et)MqWJ<C<m2V#$
- -Kl3Jk5FrV\G-.PWX?>J)<YE(8e#>q'Q.`gMJFO%&4BP0]3_S:XhJ8u0/o]5=\PHD8o[TRr
- *>H<HuU_\,d='G'"D&&hQQBouTJTs3\Q%Q;`EeW')94FGD@N5H#QJ!c?Ao6)/\!CL2=h<d/
- Wa0eTpD2doH]`>K,d*F8L=TA*%8<mVDlaX9('[X%3(Ku_D`7%@?2M<[D=#-L(CKak90mU%<
- U7>b[eCpG7*BIrKXqsl(f8=mF_#7%(8uEEhE1g`0Fd$W<;uI<X3QoI:%,oc2[<ag+DG4kqB
- 38mf%h'VFQXZQ,_<fa&&nn-0IA$[GaAKk7NI'J%A1.t7i,Y4@>o2g/J-rAFCAtNCTu'>Tss
- =t&eUMVgC>XQR%#;ZI#O3X<XHm'mfh`6Tp0S`;m_0,(LrBfQ>tH1^DQg:&jZp`LIOYQ3?p=
- jI*n?]-;2/m[c,p[WLS$qF3^!L&.e#NQ8$#GVKm?giO7fh`rP`R/UK>:I+=s57Z1C%ZPBa(
- T:L(iPL>n#572tZ2fGjF_\r1X>:fnG`9]M2g+,PUI8-_`?n0RW2S*AR/Za)\Zdt2mFZ*X70
- h1l,b;L/#>5WYpF9*>m(M`@qX\l+l<ls$`VcMsHS"t20e(U9mCH%@hR"EVpf9u(JBBs&oQ/
- q,!4!RaAh3Y\H<iapM4fRg#YIo(FoA5S7(N$j0VYAZTa#\EPD@ONPK>>kSX`&<#IFl=p:'R
- j_],##glbn%7'B4n54,1AR^,GEVbBH`Hl2e%M8%U80>aL-7IMWO(DQ^YL_i"$a@Ea"[(_p4
- eHuZ:_Y;ksd\s`Uk%AD=o3CbFX4V+;X%Tg"sIl$>[2lCci$9Fht\Js>]DKDDSYOB2tbJA^f
- NrenNff)=cSKG00<e\tHEVeeQ6aq7<iS7-=K,TB3X*%aP^H:$'hpg,HBECq$HQQkhSYNOdF
- rB#EA01-ObK"l-+ll4N_Au"i]D$b5QFlQiVQeE+VqaV[r'uM2^5p_fmhO9XL9U5T\(>s*i'
- &jq@O"'D?#u&#ep6$QkF@!j%.&]3]e@:qT,5tccVrQA2i[MQ2s5SekU+=-lh9/plZo%L2u!
- Wl7)CKjk!+Ri^*gu!T8^=.T,+<<B@-UL\+aSkZ93oWeb[$jc0tYB,=jf[Cs7\*^D$Z4quI<
- 9oK?,s]jpfP9Ed[c.Kbes^SBPqbPO?K6pB:mKlT`!oCG3U%DWqn.sm#c9?"YN#!jdR5s"*6
- 3-W/jlTN/m\_DWLb7=gsd$IuJ6+d]DbOIhJjT#Dr5suh^$m@.:G)+.f3i!NR_lU/^(dH)u.
- FOe(A/ml4.Di,u5n!iV<$/ss/jenX-kJ]a]Hk:NlbZkd5J+ZX#nmH2TGMDp6DPVhHW3;l&J
- B1;_YcM`bWR7C?jB5J6Q?lZ,T"?chD4;P3q.))Ha+AT3CA`q6\Iu;,W\98[Qm5D`4Sc3b!6
- 3:1n-aK_uokR1VGs+NsLhOYOQ_QCe2Kl<A,%X\9'gNe6,51=s)*^.<JBR,UGUt?:&GaN[o[
- j/6'T!@RXO35TEkCX#J#!Ak$TL+3G@SXB`[PC.'$K5K$o`q:(s<F%'nS`q3cBXCT8Eji"N=
- a#nH68]hM+Ifh*0LBM>-A8=+"l%I],U"!u"r-_'DIQK*#Z!:DO<.RR[Jf,D#5+Hl:e3QM9q
- 8MoDUF:)XEH4PPMFZHZ]1abAlh*b)K#m;>8GRC__i[J`C.6p']B_)($d-P\Mb.`6a`>Nor+
- -9.JB7q`8\CQ-$%b.PEChF$87XNr]JPX&63aF%(EA@U9UJFV'ZeLd\m1cJN2]F;;Aikcan1
- 9VXIq]*Tfh?VW$--&<0tcJYpX(M7jK0IjJkjX[S(<D#1;U+`0/9ePKN/.4:JI:A?sD.^(us
- >W_Al)FMUWj_@=nE")-W9PX%mCH54#IbKR7bm(LW#hb3l.bRDA4bfri6ek3<g9$C,NjG(Q<
- [g)*I'm.RB9Z^"2n]\?kbf%e$N7gpmc(8Tr9`2HGbf2?Q3A%IYbs^,W<6@rJ787f7c%OeG9
- ]]#OR@#,T8aOf!N82PQd66"-#XC5,$TjVYi_BpN:)h-oFL3#ujA'7W:H[c3YUiP6gds?)^<
- GF>6(JnP<DMoM:V?QC7,pQQ[803j:]15e[.V_7p/!<r:O@Q6Y_E:;m8'hPccl^ALoJ_U/Pk
- a6:q[93Ob*[5m*HaGcnlP2gen4WGDDkVPsksS`<fC4\Bq!P\:k@=N>YHP:<1$Kd.IrIblTi
- JlGX`0#5DNBob:8/,#M>b)uUR2N=/US-;nZZ#*=%a[2ZO(*)YN&dGrH\lnHRB;c.*Mde+iB
- ]d0q#o$VY:;`nYJ]@mJn.>ILFd_+jCbC9TOJVS=l'eM+<bqI,f0qVH$dmZN$$qr\VF]3-8d
- tIlug?D$d)&4G\;[l8sGkBJNQI9&)<4tsoOCO&RH;laO<;e=EeMtoDCP2+j#;nVBh+6'r8I
- @%A8qfshNEJ]=="#b@eFbb#"[l0M*mGVf;kS&a8d:Oq<n1Jc<[b0%I.C7E=k7G&63D%Z79i
- j3?-NgI#Uig^7:K8.DH8o<`0Bd_d;;h\B@e_V4HNo%<GBte2q8Xe6S2Wk8[X2oJl^]G=1r-
- FpomdscW;E6fDU4\Kf]P"HrjTYfKEupQ"u0mEiagIf?J\EeVMSCE6<OXd=m,'c&Fo#4;\fc
- <i(#`PslFF8J<D+=ZqU/SVk`2p/gpHfmT5HTMpUGG(R55#47K'AWYU$GZ0`OK;-06I?`G+M
- 98hI4Cr,-NMTf_M7En=fs#AJKq-dYG1@&&<j`MUY]$ll0j-r>g*A1P4cA$*Z<JiHPQ3Fm5]
- >AASQ_kug9$%]mAu';<4'oQgBG5nrNFrjQJ,'>>Q)>pOj42+W*<iB>Wn0P]q.KX=Tb*E>J7
- ^RouTEU^+Vpi>Ren^b;fbOb1nS<gbl(\4e>-6`X!E$LT8FYouZ!K]Y?&@aPDe[e_+5t3JX"
- e[b[n;rS:Vq\)$Gj?2^j+Li:)JP*54_hEBGljk%:2f\NCe?@+(&l[iC7gto0[e^`(!Hd(*;
- @9thPh.?(NmH'YiQX5C;?TQRpW-;REp0#)pfL>/_qol:4/m_!9hY_k+?#_WBbMPbg?i&2SF
- nX[ol<etL?]@q%i)tgc_%P;q@"%r&"nAfsrnmtg@(N>D\1e1P!T5"$?q'HDbu7V./`;?[iB
- 0TfST3Sj$t4#i.7cl3Y]Jaih;&7l>YV`SFKRq[#85#i@K$PB@a8+f=CHY'@QLL<Af>&'h;J
- 8,?3Ut[i^2.//)gaI@L\T3*W=omk2Ji`@etU+G^TY%)WNFs?FCg/p)M.X]fW&C'"0<#N[uD
- e'goDF@g5&*b#8C7m,KEKia*R/7CM5]XYRtT#E,hHL,n8-7U]$i=LI:$ek'D@CP9$eA+i,t
- "uB_36=J?c()\$#Q:Bq>&nA"8ipKEM:/rP,:ZTMOAC`SJ(0P292GdnVjUP1"c;DC>;\/itj
- ^)>,$06kLI#$Q[#4>1HIV!)MpZ819!tfg6dU/*U;.ct:;FX19-8&mGDJ&/_9L*T05%N^QA`
- O<"k&YoJKIGu[CZfS@jXtB/gmV`eDeH5"*FMPFfQCgAS*(hpB/VU+IR42DDb^$9k-fKsEjX
- rqraeQGk^J=/+CN+\IV)&uk:U?*Fp$`Wgue\IBL\(s;4qT5Aa#/<BfY0;k$r)=MeR'=kPcg
- l%NJm[C'P;rZmcAs%YX*$B'CR]k]W2*%\XgLN!BiMkcU:bAsmA/('T'ol->E*k,@KMGiXT@
- C'LBscE.sZ95!+IC-Iqu:4QoANQo7&L6_1gVO_L/WKo`?$pJ%`hRREi<e^D#CBg,@%ZG$Hh
- J4H(l=4]hejMo/#jZ*%Cc`j,Gee*T\nl9)'c;"I^+k?`]^2esCYfS:?@cgf]/M0)CMq(-!q
- L*/D.WEeCjslN8Q,^6N.SL\CW=Q`jsB*NRROfo&>$dVcI"dEdU1kND-#S4#qUa60l;)ED18
- \V:<Ml;pMAC-B]FIB,^8C=#OU*hm^h6@<dEuMiGS)P',XiINoP%!jD;9dBD0PeDSKbRpqM`
- LOG<(>NnqrthWhP4mf*-&aYMRnnnpY_DuQ*l:8Ml8kK+iHLCeZG0)=t%llQ`)92=nnf*QDa
- $g*P#!mkB\pAXM%oC216mUj2qD4YN,[#f21EBaVb:C$:e$?9u#%DY+D(Cfb\o'M1nE<b-&p
- jiYBgET3%EDHf0%d`Yedd)Y:nUDg)8DJn3*:]X#E9@4@^B%^pk?6_Q#?Z9`G8,'6+;t1oni
- nFA%l"N<A+IYfF$C1PNuW2Bhh8^lEn;r8O"MLB0CY#Wo=mBsHX#Vk)KL<knD?(nQJ#rt2FI
- ]Y#7MN47kO@?3EHD:Dmd=N[lj;T8e"8@#7!'Vs$-,cjmo#9EQf24[[[n)7WY2"Ok2YdY>o^
- If7YljoZoaENuN306/t.g:bZ&'d04YW7eQ/+FFPLjLK8R?@LY3+LN"a8f3*8u=n>\qFTeeN
- XuDG,??J261LD=lmhU("DK["5p.0)q#?Z%;..@0nn0REjV@A:XG'$f$pO?sOpMBJW#^5Z`G
- IYhOHm<h?IWf@REdpi-G?X;QK0HE8GB\<*YD#2*H1EV*pW&)2^bc^;IeOA&pE+qOf7E#?6G
- jsKn5!eCLP>Loq=RO>q*1)MT&KuFMYOApp1K?Rs%dSTF1'@[TDsRi+.[%_PBfrrH2)lCBj#
- _!b'+Y[pqN3b7ud$L2?N)nNk[uAc^jkZW__6$`J6-n#H`#;AtaFCGdjo&IqA@-JRsU@L@Am
- )M$!OG[UmdVqVSf+l@O?^YPT,VG&NfD-/U'+K,-,&HiL+O=0(VqL\m.MD?)AH5Iu.o`d8ed
- HRD*o:%s:rHB.0sr"%!eJ%,>?c?35SCIcA@#FBa$=aEl'I$T;Y3,]&('91nmrI,%Mhp21m4
- G<KILL8F,&%cr@aEa,Kntu*Vm.q1CfR2#\$Fe]:Vr_t0c@V]t#3Xe>DpeK,R!nG"I7@@Q,^
- b%gj8SN-Dl6uUQA5BGnoGf"#KQ!3kOeb7d<olgp]p,3cC!BH4aaI$IfJF#kN)Xrrc"23#Q\
- 4ch't+JOB1=@#7>@d+jd`OFKGY%`1iB=Zt:dg@RQuraRk3Q+=kKCXk>h69e1+I(p3%E_HpG
- V2r=#Dli)#gSkj"Jq?7(W4$SUpoNFBrO\;NLBf,Zt6CguR<9i!``E'<HX]K;'qV?n>@^&u$
- eltS+eRu;DD3k'A`nPRE>qT2_`SU92^0Y`e]0"O-+DMWV(gK6D&W=V<EB*l.6QM<3@@S`d>
- n8f^c=_4Or<A$GUXEjug3lGg<NF\dFkZeKa(;U2D0FZ^`ohKVhJ[VmrW`[^_r>Z\gjVa@?u
- T^;TcEha4rY*u6R-T2]PFbomRXsq8S"huiJu-0de8m<mE!%hE$"oVa5-=]I/`#1a4'_UrVh
- ;-qu$N0YT*ZBYY68h"L:j..gA:9CG*iA:n/sA_U,qM%)Yos3=`sRr':n4;&i.?`6g\E'Xbk
- fXE6K/3Xg[&Y,#au7aB.7n&J2o6LdRl,$L>1,uMO'4cg?c,fp[(#pr5ACnW6!;KSldb-IP>
- /BVoo)_Sttr#IJr&<'UEbgS]%1sJs(ff%+(I,R'1;k3)5`C3).G/a(-UDh-iS8R[i;;t(dd
- '"H%+42_k?9t$81lj4\oUR:#b7qW=9N'Bb3DIuPeNldMP6AQR<0]ED1/?A*=]X)'I:67/<L
- mi-f%%HR>*rr"k<;?Mr+/)p<"4[(d$->u79N1F^13YqiV\0b[1,>qg6TFSCtc>RZ#3cHmD3
- VgFZ%9=gsB&$>hrIefll3'IGoG-=.ST%hTZ):H65$;I6ZW1N,_/((.F9Qi7;&BD&u3dVf1P
- Fp*"D73.<02ig@G-N5-5McZ7PQmF-FC=WU.tjOl^oPiZ%S=]cb9l26Cj&WURnTf*qk@c0eS
- #t)?B4FiW]B-H5gj&j;QUZkrWRA=QN?D"+/R-$W5j3nK*QKq`2\ZY8PrkYi*>92?SR:d!)R
- `5*Hs+'9'epAFr%hTTnkh;?mW:*oEq7Q1.hYk73HD[m+nCL#^Z>j,V)924%Ij)o(>afh()Q
- ,dJRr*GhCU\B1h@#rh1'#C+*#=`n_/K9Z<S$X[Ip(EHg4p!Pn@H!I`:BJVH/A;Os+0,'?5n
- i$)s:iijNk1;fq%O(2ar>dB^*N_T.Upmm.OcCA+'5#pUTar4g/krlMAh`o_i-(g%PC%J)QS
- -a$JhKF'D_4k0P+HMn&UYN,HBbjRsZ("agk%nN^b$![(FFI#d%h1'_q!@&+Nhcs@,HQo,)n
- 5h6tYh>9MTo&h+Lc?%>-kbt152[<RjJWRSL_\a=$+e1<BL`!t?BQX'@aqB>grZFTGKb35h7
- =A[UI#kd*rRnORD6TFZ6A:Sa"0g)kE4QuWQtmJr]NU5uEZ%.;G6ChHk_RWX1e*k_)WP@F<h
- XK!`4,+ISEs'AnOXdb^p5[akr0t:qCbAV_'%b8Kof1MVa`([,1'S,NRC!]8Jrg"jJ8&"_9?
- M]kOB30>]b7Rg(V%5j@]]Y+#ia3<(KSZ+sgd#Q,W#W7S.-$A9=-'db\5%R<:.B@OuR5DE1A
- r7jmFBes$b9;'WqQ/4UiOPk(hf9%fsik*4DbL'AX=aN"FWoXp[BIW/%"`AlY7U`7W(@7eSh
- ^L8;6J!7T/&cih,a$e7BdnY9dH1a&Xb^u-:DJ^8)-TNS$"ea?dKM[qM0#o[9Qntau8a23*h
- #l&N+eWBV)=9X9h#4"tG*#S@Rm6*FZBhjIPZ!rM9'Kn=3?qAn"YkWt.!qAV;]\$EPn#l"8\
- CiuI\5%,JPbVEeYJAR7T+P<;X.gfWRX22'G8bVa5&KiQ!0X%\^O::V)b9jFCU?Ikte<*6*/
- V&ZrC5S?g9cSUsomQf,EaUl_S`jMa2aq;@QX+`EK.(qQ<[UhaLWl`Z;IM[8raJ@dI*SYpE#
- NdT:9`X0n4uem?R'Qf8n=2129Dp:o<!feHn]K<*)[5`IWDDX:qq[C3fi>6tmPC.&W=Q>52Z
- RrrW9j'<1*5]U#mY>"6+U1UfRdn1>b(e-dJFU%!]>oR9qm<-p;1M5@lj<7b[mG5D+IdgYYe
- 0HE<_RNY_LYRc+^sV*(*olPL?#/PEDl(mrYVt3@VQF_((&bo!rr?F@5Uf1lmC_#""C,aXB]
- Sj.Y_7[?<\*3Yn>5iqf?XiSCU&>kac=-'$P6be7>UIWZPQS""5H"=BJ2f'=>l?[@-6B<765
- _2G\8")N-0hog.K+<8Q9-r99A]k7EF.%Arb:)MK3:H`S!G2cIN#Bg#1Ztc<hONgpN1ujuLV
- `#9VpTacNelA^&i"1g?Zlos/Hc_)SbL?C[iH0p*1ZUEjeiSA1Zdp3k,0pn[$l32psGC!bQU
- 6ti#g4GV;]$<b,7B'gn&D%2'=KOuJ?_el&'k'tk5o1s$NJCZ@8MU^@P<,.i@5_e]fdTO$Mk
- 8e*:mo<X;UGF31]g&E;#//WS_bk"r[l8G1`RroeA4FA^Si(\oef%%N8_iK:UTgg>8Jp1IrH
- G^Cp=upB#=5kZM6_=PjkSU]pBQ8@3At_1g"JqSm2Vh%?fQ:#]4Z&#S\)W0eO&%0N`p1'dD5
- N)"lRXe7(Ia"2`P-idX'3ummRF")a:jjS*POnShV#TrkcS.$\S!k7EG9KoFiHcF`>&p]K'R
- RhHEup]^8faM8?OY>[O"BIWY;Ymbons(R"D3L!]Z?D&#EgGB1D8]=MUXjgi84mlk4f;6\^p
- 6f4AQ^2ql9hckIJpOH'la3f5]AaJ6D'+;Y%4F1($iRk&pdr)(k#3`\dI:oa+hY#J^inj#AG
- uX>EdGXpML%*+gAC`Bfds,e,jh8[9oeWm%#3bFB*UgZ8h_F9b"rlnef:[A<7Hj[tV)..>G`
- R7o2Z-oTp"R6ZHQODqEJ.+,U'fFrIl6Zlcb8q-9>C)e6g;<4`VA:0EfXZ%lMbFTq;/m,HS-
- K6ftXpaY*V8?07W]okM5gNUYtE%L[kBljo!nmGj+%SlNRmdqB*Jlq]=_h1RH[[K=lTrUL3c
- 1kM?0a^+>>^bYQ7Vn-]6C%bR[UVGGkGO';4ZhSCjWmSE0mJYkRt@/mG3"#)Y%O9EI_#ltT)
- "AhS3^q^f']_uc;rXYV"0HfX7?B`3?*2\VnDuTp$2$VEJZ4B(e$Jbgr8I,l[#YY()MDGDhg
- BCCnl*+FD0OEI/lk89a*DeHq:i?]fWnVJTUp,=SE4ZM)^9Z\hMU7CbY`T*NcMgV7!_G:_+S
- </TW<X!p$Lm-b&@D'?"Ukt6%oDu*_%9K5aUf$1mE_O6Yh"Z,C((9:%M7e8OKf:S^CJV=%hS
- OLOXh'e=:ud]*>&A^Yfd2i57*:>$-d'XiS`+Y>7n+^'erafE?_A:-PGrZ(/\\5iACs>3>W8
- 1q=-fdE*sk5XS";F&^a_r;23RSGj!I"lu?_WOdd61-kpC@$6as6Z#]fiPl:,t&BdQ18-Ur6
- M&[+e(p3`S%mGqk\Jaqd*DtC9Tit!lVAjO6)UONYn/i4',6!Uu)kf_?lOOs)`>gVQ+=U5(b
- 24(Vfc^tA+\1B)n7NdT*u^:)%+26p:L+csTb,6q*:\_*;?8#j3npqJ*:[G\E_@\+:3$AcIZ
- biq0rZ3l-R)FR(NJm%nTo7!gu>U=,SC>,np#nP7"!D0,nbt]P)<T)Or[uq-'DCT;6(nF>:,
- K@+O+#l"'$_sY:$W]Fu"TVdRbk8^FU#7?B?]Zd[)9.cRI;k*g*]#&7$bO\G7Z52);EaEj[N
- T"Y5KY/(2BiP5?oOAfG=u/CI`VP$]e=@5/C+)_u+P&b9#jE#u<e0%21#ZRVmDo"T5>0Cq+Y
- P<)FWnfKXm1f>PQ'+Z:N'e0dCjjP2<iF3d@SM"t40(WX4LM7a4HRL[-1XgP,PBoW*cM9`!/
- JCW.ZUm"%f.$3U0p+lPJMcI%,r3qb2KPVYo5>L&F!1(&4&`UMKJji:n/l_*34$XbP+)b6P;
- Q(p0u4.i1LiJ0V`kci<)]n=dka'A]0?u#5=:)F@J1eL`B7(U4L7Zs1Jp/2db551Cs"Uue)N
- U_j[&$i1C)5b;tiW.01,h@*hmX>&ZJ#OLI;fr4OXrqPF".G?4-f=\`6CMe6>6R>mFmP2\>F
- AoJ8tdDasn$6_UtZF9P&h7haBF5n[q+iR^0o:IZ%^7J)oH1[.AC\OSKO8lVZDlE*QuHUK[q
- 3:od*'&+lfAsB(B7?j33<$P)9YsqZq7[0lHPhSpKrX2%S9(Y8APK?HQd7=t*2(fl*@=EZiO
- \D#B9[s8E'IQKehbb+%6PSN![-'rDlU1=3;H36\ZqV+2dSCJQ1pkS*PrhfOm82#Z6F@P-Pt
- NO@\/9e1;:Q[WeL*VI?Sq;X,4h1c@3ccmdngcD;jDK(_qe9Ca&I1U=B1,"+NR^9=&Kau<O2
- p.PRShd9QM?P%J7\BQ)du/Xspc-d$95cQ+L8JBir3c$/pA2ougJQb?8rW<YPp4;7)Npb&l0
- T>8=8A[Hh$fb?L7H?WHh2<Pr'M[pSgS<KurPe@-mWSP.IeD.3nqAYM#Hk@,1l0"(,sP\XWl
- 04PRf?e*8*p&eGTc"$Fq0U8,'<@q7&\>jT11fbi-Q<Qp].+i]!Al`OW[PqS03F%jRA+_'W<
- _62rLC'nAlN9XgQA]3J3G&`>AsSctOLo,U4(f<pC/rSj;[l-<&S0*b(km6Dp5a"??#/GXBd
- k!.2OeO6cKsKCUGefXp=j*.Ve:/Z<OR<Yd<RUu@:aW"DcX\mJsgFm"(Kj/E*!82(8#>"fkp
- G*>o)O0QK_FJBG9T4CUX+YG)\f]ro<_TE0iM)N_<Kj]l=i!FB7@BQ?dJ97pU=;CD;L8Cp@Z
- ?.s;^X?C*A/p<.NdDg)YKF8&%=f10g=j(_Vq37f/pXP+1:f5c'eGunJ$f4]rKF*\Xsj>V5u
- iO*lrYA-!29,/aUQW%;c9(jbpq_n%h=-n<@BmJ"CH<8^HNQMXMq-8-GHFL/'[bH.06ZhmeH
- de+"CP3&2KH$dsI$`*.Q^GrtddT1QICL)EN/@udL)ZK>Jlh,ZfIM'QJTTMS>uhCsp?L'Lg8
- C]3J@EjXOKX3JKn6a4KhH]Bp`kBWjb=T9GF.c<GVrm;Y?e4C0I@Zj=:KqnI05j4G1]lPR#8
- 40>Cq*0L%o5$G\MdgH[g.JK>G)R"%.`dYD<SJLfbCJfXm'b1BD`aN*)EufOogQnV5ZgK:&J
- S!I>aU]JK>fL\U$/R(&"KmuIj'N-LVKR$iE4ItIH2MAXrG1+F$T`GYiAN`d0V.hdrqo9't8
- Y+b/G^ml4nqi$ptO8(;`eWkVD2hr"rE\B#"\ET-d(uk?5P$(kOMO=>cq3&S%Q8nW)Qmn5ED
- j.^8PPGN;Y*?SYmuBD(Qs!,g)-)s4O-p=f*D3;s3Lc3-CQfRrQMA^d2n+$7Gmr(a&0[hh\?
- 2-D;4Is_R+[[nRED$)WZO6lQ<BiD3MD%MVhqq0GWBu-=[Mf'0T,[!S2lFuC&+9Ec(GsVP/4
- jR@I]mkeXbCJQIu.t(DWD3.5]u%&R"drqCA1to:Pj_UKTR8Pf'0i0;0:!RQ;=X3NJ@re!(]
- E'?]qdZrSuNqkDePL4SIsJ3Qb)4qSp.URHD)Lsd1Bg`F$kSU-'WH:=.1iKkGDRb;n&R9u([
- A#^G"gS*U:+??=a8fV7b$[R0#R_":UN)uI%XBF5PH53Cpfp=[jFS2(BJa6l72l9d=W[D$li
- 8+Q^Y-t%J'4B:igAA(p.\VFRXEo`!)[iaYbH1HEWE@Q0EglY:LSak1Z<F'86.ud`0s:r>*<
- A\@gAeM65(,_,OT:lTgBXZ\'9cTkUtOq-'LeimE3*P2Y$3?\C%r]6ecNH=Ob)!sJHrP$J%,
- `0'[cfbJ[N#"9shLR[2?rh2smkqFg\Z[<WRdm38q"ZCV(O!\tR1RTHCX7A0&L.',uS:S'#`
- e3ZDMZ\@^A'3siUSMm3&=[97REpUh9gB;td9[X7_!TtCcK'>*JJ*atcZ>Kst=%Vu.kSt"EC
- fe9l4gTZ$kN16<=)kX67D%hSZ;d6H?>I2)$&/r?e!*fSQ_=ATI]>5Ic`C<l?$WY$5?c!dmW
- -fnJ>Ua;J/Yr7_,%3YSW*?]84ieU(T&K)Ii'kS?+<$oY!5\RTJbR-2T?7@+&$(9$*#m&U+2
- .S``gP_uHuZ_5k9==_)`;WUr.W&dc>Q#"%=g+QkA2)Fi[ETWc<TL<+Q@58X3/&:b<+acgq0
- tA0?aI*i@A!84O(r0d!Pl0$m6G4X7d,jU!B2RdRA0b2,hg@*Rc"1cWW]^Ro>9X(!l^?6m2=
- E+j%J^&_.m356:Zm^f/067m<thZXE7MI;@EQ?j]oT$))^grA2n"pVJtNfN`:C4MQ"&0H=@o
- eQiX;M-_6lCXK('*T;AZh/D$'Y"fi_+2)m.h0IbGJ'U5g[/G^-h2/k6GC3\]ftEa&-70_*a
- oX`#G/<YfJZ[ZIn)"8n*7'o)rOptAIGc,mdp9r+]XOS_5CU;lL;:E$4k8B&+5MO`eUUO9i3
- 330jAc5b%%o?45!.fC:)bibhn?Y_S\a5HZ."&bgmkq6)B66YM1=KpiSGg8IVOEWi!p[-egr
- d#@3Q(c5Nj/?6c"m65"Fhms5714jZD;Vfqm$O'ejr=-se(ZhIok3\-nrAis)Y,_0?W"L$Tk
- t6D8K@U#YA99AeTijS^n!I6$6Ac-+RmgKZc(T'P[W<$#H0"5^J0_=ATi^$K).n3`!H4,N>g
- cfj6;m9P:d?<>Ie>K6W"0R,n*__pl=X7HNI^VCTQKhr_]mKS.GoNt'H_(A^f&b,g!nU?b]S
- sf-(CUIJSO>9ru)Vul,0D?JeWh+?)m7&+IC_As(pg8b6T`uDYapEWF)a@3e+.M?J"ms$(e%
- ]DB(hk$)611?5o09TR62D+b:`COa!5CR"JZ9(X#TmL6bb'ajT@u.fihJ`$)aEH[T+UU#=n/
- +iqL/sc]$hRL!7lBXhsa`)*XmN55N,G[>W*`9M*n#"(p$Ia)2q&En^u?;3?OASA<I6UN_^s
- c9'&t(9YOX`QV;"T3OHqK24VqS;q^72G<qitVTsfb;5dIp;JC6QANlY^VUXlG8sNG^=/@lQ
- jL@X-_-sTNm$:j5T$_8[>4%X1FhZgS\QnQh>IE>XH+dPQQeV35!J/'pn<dH=*ta@K@e#i@G
- !@.4a^jt.@d=K79O>/K=j5PVHJ6_ZZoU?.QV,!>C5KOHG->:KeSL^Z9t&Af[FGrBmB,OJHb
- \NYG`BE")1T`hEVSW"")jaWkOa(k5'oTNos7KlPRd'o_;Fd,]Ug2uO3Qq]HMmd"=1d/Sq0Z
- ^kK><JH<<1Tbhr!JnXZt/>R!>"[>:ThB0N8hm6*PGQ#XU50-ON2EZnDhT0[r#k6a6/'I@nR
- O>0fU<lT3M%O]56-2=50f(WJ&MDV[deUM/Vr&_(j[\Sb'.+36(!L?cj?H'3<ANn`M>5&tH'
- -d"2dV^P0#PcH?-o$jco9.D+_5D:HR]EH"]'[JR00H-0l%)C!_I@i4kk;lAE[-p+Q1Xu._:
- UB]n5Ys9P#=9QR;=8kNm+iBi1[RS38&^U5-Q#<pZu"O<N[/gCa0Ghr:e7u-Sm\*:Pa=#GEq
- NL6<OGP.<`TrX@p2oU[:Gi,^mrq39m,iPrZ*:Mqa/rD2329N2H?)U=giIFBNd<ZVM#lO*>r
- ZjFEJaE7?("lE(3gG`uDL0mE\O+Pm'BJe8cFOF.P6XCKt24[;UEK\&J)i?an;[IO:tCi!n;
- *21:,$k-28sT4`GqC19/g-]2BC[P*SL37^$KA#i1X;d2(r7rMV=NPBIE/Ubf_;`@-&F^:.G
- AKs`W\]T/'GReqIB:&mMTP+*:IA1C9+m:rhk,>B[i>QiiVq6\Y3&TaM[]ccJ3nCdCCV'5SY
- Z^'r^ikQGk!tP2R4d*U;OLHn9BD;U?b/35?=tEeftML4k^#/e^Ml4e"i,))2[dPI8$MCn)W
- J71K^q0b-3+sYa:*J;B+Di)F1h63cu_De8()Lh\L;6a)_n\Lm5ENePN:+th:c`aDf;"e/hU
- k,8>V0_GNW4,&&NS*-]d6^4u\bf+]#=3C^U4b-)c.(Tup":>rT7\HbT6hn9dG:a7:c+l(2p
- <IoanID&2!]DYC\kjgaF(:Na9nS&C%^S0rBpH#NrL^c.Y^?k`fqO;s^M@-e.g]@)"e7EQrc
- WYU+Eq&KQWo"hgr#@R0GKFikM68TGq"t8>VDR&mrpY+>lMstTQ`VR2ik5F&7SptS(rkJ1(!
- b(^,L_)$X`$g6Lg*#ts@!HGjB-@E;F4Q3.Uf.Ms8JP^A=,RZ&/Od1ZkQg>N+5o?/_O+70@:
- QKq&A@lg8*K@a]Ph]QJ5VBcgAiES7?8#n4\'bk*b4.\*PoAt+-rB1,W$-8j(("JnbPEZe6S
- 4M7S-03.4&N3QU0mVIE"b&-QdH&71d114#OnB@r!WF%dH$QnO,<+A9O$^`]hR*s"("JZtRA
- L5(\@,)*ik2Qk;J;%j@/g,fI`k'..9a\X>6a\C*GoH>,^V5oI\dBmqh'D'JdNV<(?lQ"MFE
- b4p<8V_koS'&Ib+H.I<d5TUk1BELpG%ksGsi=R4oB2?)65A0WgTG.Qj$`7o#iDg,AZW["HK
- dAY=1c(C/^)KQS1cC+gYamSUNDZ-)4)"8p+$o6+NZc=DVkkc4a7V?AU%UT^]`P&F`gKadBh
- `<I%hmu>FjOlK2'Xk&To);sXpM]ZTs[C&Jm<-?o#XC8h&iWH7]9<GLG"-ClO@6,CH2/f4_j
- U'$K)>=NF@H6lSW=W'rJB>]%C+Q(ss>1p4Q#kkr!7a6'RJRU/;2/2s?[MWDtXWeLI2"CaFk
- :Q6@VUC9Rkr^f^Z&G0*XFW]GiIKWV[pbuqY=B5I3B%-&=Gf.,lXfbJa#ZoYn<8\INg<Ipn\
- -J;L:B4A!NZ6&EfF,"W\j.;g+\.sH?NWBCtL\Uij[XR=C]:!_XFjFPgKRZH7[:q.n#.2dP;
- 8W`q\>h#8YKCNqgBl&?mA9!Yf;@9>iVXdK8G*IcJ9;(#.Q7Fe#I8O\r@jA>)?B.VYZF0m?p
- "aHE&Iqg6]?=%S#orbFIp*%!q"".<;c(Aj1HjZnl4AqH8+aO_q9Zn&&@rHa/F.a"0=B]EPN
- DVAQt##mblug''4Wtoc#+p"Co)iO)akXa9D?KNhPWgE]&!V154C>]=T"9^#6<<p8&7^auMg
- C&^&d:/*3;3QLa`QbSbUYjo!)cF!bPDH)EH1XO3L.G&>MBZT2XqkF?UjGL"n)3p40GT/5&H
- cl)jLBC-"uF=r3mg*]:$TuT_p%PA^ZHj'tp\cO"&^W'Gi)I*lT=@[n\'c@6RC->.fFZ)DuD
- 3H4&qld&65"U1t:;#ZB=flK5;_5Lu9k->3Y4_M"fGaKllhuOBFsb8^HRE<>XYMsAaHk?Q7q
- lg'WO6HMN>eR^-#2gKBkUQ)_HAN!=0'#um;5AF"d<P9]pH?S7df*%^Nj`<l+As`oA9Ar?O)
- ,H(BleOb*uUdE'=TEGViP4j!\m6Z*V>+mbHe:g4eiB)n?hmk!lQ7FI#)_a*5iOh].E4E\9Z
- !q)9V]*0YXQi8bWgOI-l8Qr&a(i''Zg#Nm)iSTDMif4+OT$3mPcF?Uqeok+o+etSjH?8&F$
- K'D<,Mj*_7Vq$&g<pH5_X`^5GeiN=n)Jq/eLN(B=KXet^rM,_bJVZ71mr.V7a16CON&Yc`7
- ,b8?LNHkudI;nK[/<jBlV"tjNW2j,4b'X-^D5dVB92S38&om.+Kl!69FIQd4EbVig&1#I!h
- s47N>.T44ZB;3*iIO2d=OCaQ[&3EpS2s3Ogo6t[+r>Tqfm_/jSeh<p`<AmHiJljIOE/c6S'
- bgOI@<18"]D18'^h%L_.O=cl\(%ec!7npO;ko/qSIg%_lN1IlD`ChTPS==C&G6cPC]\'cMr
- ?a0'kMp\;MdjF=B'rr;Th\O]p,!"XX27Kk=+5+Da@;j[^?BnnM65_KEYPR5(^5)+#r^FTf.
- >M6"I^cG-)24LI+d;ajGDMMHn5NENnr"VI"(.!$W_1WS]W(-r',66(_"l'8FPT<"^Z[hgH"
- upZX>REeC,/Q/][\,5W&8hP??&$9,5<HPDgaTIK=?X#&5D.ak.QOCON^8m__0dq&N%i-p0u
- GeW#&#Of5VIcR3rk2F_g#WXN&\Z73kg\/L!XVP6p8HK5/ZsR#Ddd5j<fW"6:->R5i_LEHk.
- 6MpG-7k-K>K')BM6;1;af!`3`4U4AA5^9p7C7!;IFb?r9:]3(5Ya76EXtlrAbUZ:"Ok`Iq@
- 4P(3aUG))k[7DpQA4=NKO7'LJX3`H[*Ji8<ks$9%K7-nI&jCQ>!Ak#^I#)Fc0(dEY/.`&W#
- `@OtXe83.K<C,OZKcjr^W-sH^=iW@?a$b$D^f-!WG"'VA_K8.6jB]]'?SY#=5AT#lK;Od(>
- 6c=c7'("A'PGK4B1Ok1a>mT25V`@R)MCp_J:L8s,`'Iq;o[mV78+`Ce5_.td77/saTR^I&^
- pjoBEof,a[BE)S<^sMHGZEC8&FX]F/?ar)9;B"3g>6;7%MHLT#aTt_\cg6fEd)]5(go^KW&
- >#Unu.sMFbC;b(OZRg`?I%d0>f_aW.D)e?-mPN'^Jj7uX[mKX&R^QGc1Xb<ttpP^Q-&EJ<q
- -`]TkbjIf/1]$$n]]"h\Ti!P)b4G.;TKU?(<A;SHF_TX:Cb'_.K`)XcQ+,*g0LYJHDm)dJI
- b07+T#@Moagm#u-Yt'1f42cJ6<%B_'[QG\_4_[j(<4benf$.aWbJ`$_kZrf(%"dt4"/lP0T
- O.\D9*QBmb#H8P*9#0WM+gmIaNVXpfLH-ZEQl)Yc@kE,OU6au,#%(`b7r;pAC3u%[3iO;8Y
- ]Gn.j@WFfZuD+:H[<+<:l'8B`b46"R%XmYU0Ja6cqZ%c34'io_hMn_p0P-:+YI&'WFi+l%$
- iL"u'm!G^E2V#1.Jtd"&ue$h;N\cHrr(cIA1Wdr/"R@'*)s#$?$]<7T<*oMII<d6/,W^fl?
- b%tfBo!uM])BN<C?)UI4Yc2AVXr>j5nj3Bc*4#eJhG\G<d#gtRTdR>F>5WqkZ$IX%_a^ha)
- gpEVgR)6M(a4P5UKa(C#'[lXg;[!n7'4qF+/qC`&"+VhOcpNK-#Kfb":&R$"I2l+l*7M:o;
- <7dVe>GuG+%i&_KYV:,/L=@B6I[jt50tbgm3g8ncVfG&;N3/!9OLX!&I-U,La=\&%560N:"
- 8i2YLL5cQq%6d,(eH2"1T%u?rYU/<n!<neV.()NB1(9442RYe',YWo`<P:@K>Ue"upQ,Pt]
- [j@b*DHaS9Y.OF1#=B%1oMe;[!sSS>#rmnG>a*N3sE*DKN;:0.$`f)/3rBIeTm=b?D["L'_
- 6i&lXR/:ut_!Vf"bTFV0U=b(Uif=58@c$e,j=]b9FfBlbjXZTV&K%&7UdJSuUOBI=40NLVt
- fS,-u5ZrjRGLgn+fYl+eMt50RLs7/Hd_WDgd'AFG?%gIcffbO%7?uP+QJ#!!fk$ORFdUjYR
- G#!9=iHi_c(!D:T%W4tg"i=Soq>OmSHj"q"2I9VfI[3H3a-*m>&C1kQ)NE5W*6U.g:aN?`N
- @kEY1gBK>'7%NeZi=)YhM%?gHDjs7CClM[bF>6!o:(bNOW2X]%a'ngRZ"3[Coe`YQEq$>Q?
- fhrP;_J_;$obgdT(b<Q!Tt`8"qA"5UduLb;r'b1r9*gni5"Lb@K=c@_t=>lDuS"ju,p.Kel
- uJlk8@3$ADA8-,ANK]!Su:f;iM7YQ?sKV2c0`SFhEh:Lb:=2j+S"l\;9J(9O/?9MM!<Ir]6
- 4kMVU<TWG\i)-%>M-dUUhS[kH2*k?XmaQXn^I=1"XXdGcOIKp#7iLHh3*dIG"GDS=hf\^$I
- JD]rq;8UU?cDm!c26DKrnli;hqe?`84d0C!am&Ni'mh,<Wc`A"Q4/$i-#BV<WZZr@,S0qi2
- -q@[LHWa%H-peJ65Bt((fFG&Rd""iAMD//f!>7(1C5ZiJ&0-OC8,s8n"S9@BLR.ef<Z2*+A
- >F?,e!q[NOQV+lYC'@R_QtjsAj?-Je);iapp$r[H\>.UGj0@`:@a?%H"X>hCoe;s]KoojA"
- >A_t]gj$kl8-nU/ZD?<(/=NtL8oWd9W8QMVs]r_eSI3P^_,6_Ig?hOM.#!h5r60'piA4?LU
- IRW1T#\8*JA:=hmk"4M18mq'[i$K<"G"q&K:>qd?AEFJ4mN(9c;<9\Xi[uM95#gWU-t7?Jj
- b?jr[TVUljC6Cbimm1#h)f*=k?a-R^d'9$OD3?j2.eaVk!L/E3-tn]2ho=bAp-2pSiYoGC=
- 93oe>OgVHH_+/EsI^ljA&)*#'&fAEp!p%jG%d>7WmdP9Ot;MkB;&\#'o;/HK>W`jOR8k-@P
- (.<omA3kOr!@(0>/qiao9FBLR=1^4k[o/nNhrAaKHW"T^kR9gEl4kf/SFda&*ZDe=_`Ar\l
- c(-(P*C0q\CY_p'pfO6j^c%;dHB-q]aNg]&gRUf09A<*2E`^XU$954*E@+KX:`d;G9U?*.g
- l:-5;:4VG4VW\59kT3jcQ@n:rKP4t&<M#!0G)0IRY3#X:^6fB5fOK["GZ*[`lUJ8I;O@TCC
- Bm=ik'iD%L1t?B$L'H1:ut;6E&!(qDlhl3d1?K>2O`tZR;=LFCdn0ahKE^ASSAALl0cUW2P
- KK7algsFkLRlBG,B#'<GIiGjd)o`(51eXdc/!Cm6ps;N?7BhKSCcr#)hj10"()Dg?l1<K,A
- &%p:+u%\a-EUkp;<iQ&]Xt^=`APSWG`68^4@+0nm\bCehlcQK[b6Rd=qXlt/h*L7dgm&8EQ
- \m&ohm(<pSpo'GN1i\o.uL4\]np?ac=eS`mcY1;Y-M9mA:+%G#Rf)>'s&Z""7l]2&3L:V73
- n(?F_mOZcC-'/^03sK6Y/G?B)YQj%t"CHWd"qM,]f*gq0%dor"DPlc:G7ibNmdB6OL(;CF(
- DZBK(%3Ldj[RMbQHncV)Xh:cmrkdNL5,!Dj_q#QD/QRS3+E0&G,0Tdnjatr;:;BcG]3m8l^
- %\DQFh)uQK^PnE*hT;9"3:gjb%MZ#2]mZcOP"<1@l;<o-Wbls#'<Vm-uG^EA&#G2T]rO'le
- +fEJF&G*qXHLVXISNn]n0)h]6X$0'`*ln$H#F!*+c(I,jB9oS6!0OfJUY#6I+<nqR6dNriF
- t]B6IMCXCI^I^^q;F0JaQ8l%9b2_oMW<qU):Fb_km[lAN-a)dkWjJP(^f/hkl4S-l_Fp@X2
- rSMV8@e&%DfFK%lT0qW<+OCZc#!d-LT5""sC7(A>j)7SFa),qE!-IA]DA<TN];+]=:+3F2K
- Ba-CG?+BMFn^):ooCtSQP"G=m<-G9kC6e/^KtI.?Ymb"oC%5"[peQndWdY/p.&Wd<n-[;_f
- SFY!2*!i-t4(7CO!=Hpq]6XY^H/rNoPn4FN9L8f.$Fui,n^5k.E2J5]<Etk6HfjLYrY=7sF
- ]G=8B%hq58L^Nl1Up2s5*>H3On(f:h_IIrj3Zp'r6j-I;;odI\J2F=pkoCrCL=Ck6\ILP3o
- sc`R',Y)qRDLCeZSpMK^*ZM>S[mIucj=)d`4nF0*)0Sinf+lKR99*Toeq5:n$\%R(-Sb8>a
- q=gKPO*l/c%f.Q$r(!N#-`$$?V>).0pc#,E:0hG_WSWAdK.4/'pW`X!cB)EuT1?0b(UJHYO
- nSf(AuE+[rrkQa@?iVLLXIi,BMaFb^4!K(rPuYHB:XDSEI8R+r#`fG8&P<Q)>mQcp_T`IpO
- W6l@rrN?qM0e$QY'>aWl6qtpHQuQfBrRq_>T1>!eAYr+0pADOF'3SE$(8??NY0c??nn>.JR
- QH1BRf5nbp5YJ%tpW\))Vs`I7f;0L7-9'G:WSKL+PSW$F*M%Z!J];#$PM.)?(_fMS$kC,mA
- s87Sqc"Hl2"PY'n#`1mZB/sa]C;]2CIKFO6m-M*YdmX7-h:De/1)H)J`U/G[S5]Tk[9rHI?
- 'fqU\U;I5bX#5dbG.Ct^K@8;.*K%sOZW_1R0S3GaD7A9&(H[o4L_3;9ml-0Tp@ob+1)qqp_
- uC1$`+!^g]Oj)CO2tjP=ZiQ_/XO[nF'60<G<MSFBQRE@-C7H)e7s,0]k4`ZYLmZ7><Sk8D7
- A;<G?_cCpNk//]h$>4\K,eEj)R-WSnB^:8E]VL*=e]7WRN2rgDumCCUr?kG^I.h#EuMe?8d
- 3QY>;@XmIZS@5;pj2lh(('IilG?oU&sS0DknP5Xsc>ha%fI'ZZ#@=eGm1-4D%(684o]$H!F
- N2%.<@bW-3Od0r)K_I-%^'-L.7<><E76sUPHnSDVOTdVa7)TN+_D]Ku,[![bP#eDROUs^fN
- ,Ge9pP*r2qA=T*bl3`!3b#57+/#a/uPbY79]Xohsb6kp;//&rQZqTdbcsa)8N86D:X5r?Tc
- AUnL=.2Y<r-q"Rm/9/q'Fb43d$-*k6dZTB'h-N7D&l-p'TFBb'.1iLiL9DVRcRJ4gQLm6eI
- /DK<0&V)nPo0+hY's7>Lra;[=r/j<cs>L!ETg5dX.TcSUEsFB0kVn6kL\5@bDM[Q"*s_/7W
- >4Q@rg`g/`TFCWA?OG_O3nr.T$_E^Z14gfH%n-s[I&djWA*Co;L#GDrqTbK@3.HE-Q_oeG?
- f>h+>Jo7H@\:",R03j43>QuQ4&DB4Ml(lfo!ig?l#MrPZ"23$X`LrNmC[)PMn;pKMIP>i8<
- ;j>fmD,HYLY8(=;<OnrAS(="Nr;pVdamOU"\F,%%MhS^DAD+CtOeq;GDNbN5[Z72!C2nC(X
- 4o\[\Spf"p:Pu^f-HQagerRNZg?,JiHH\*cJ<b=QaZ"'9=N^"]AHO^om\Q\*rS%#fJ`rGJq
- UstA";_BLW/eRD]Qmh*02Dfnslm8bOZ->b^,ma*AZVqfe-(Jj`M>AQt=s3<:]0sY?dZ!h2b
- uH5XL<VD0%k`+E&;+\/qDZRX]tKl/!bZW9TsMO_X1thj\FtqX),%CmuNKZ$Qc=c0a=K=1u$
- j>DL.l?N2Y@]6tL`!PV9Q-f)Ss+,PdhP\+(RHlmdgp&4o_n,34D"9F$L%K\mo1+UBNmW6`,
- OtpZ<kaa4R<)0:t3eh&.@)Fm8:<j<@5f>BHoEKL_e6rg,N="Gm.<n[gB/NdrntCEUCJR)54
- W&!s?E;b*nE'$i\9uudqeM!`NOQ)]bhWp?lA86o]tUl'qqM<O/e/<(Kslr4+V\(;;/S!TfY
- &*]"C[6c&3R2,)!BpGRXrkgdQ2'sW8O_WK$(']6'YRX*L%Rf+j=MX(rkTkE;(G^@DbEf=!?
- W]M1n_X(s(32%3^su7e#6u8Q$Q>+l&K@9qi`CaG0I/>XalKDBm)DdbZ'F9pJ/=-q_qD'arr
- g)Io4#b?8[6ji"]r;XRjafm#ZK!)#CNSmjt:7g%e!&TmQcAk*^)lXRl\5CsS`%U"2!`.6)P
- ?lV]G$+W!lm,+=3L2m\/'d=f3l&bHk(f&\N%-N;,P0Zkdab_r>U$S;A9r:`T(>BEF,c,Bi6
- ;u6/[4:0WI>UbtJjhpW-:TE1*FmB1d98+jkf"F7<,R^ndpOjL9Z;uDJs&T[OYPulDiQZW3M
- "9a*FmUIFs:%)%[oMu#LNDk^pm4"WQ-tJ"[AqaQD)T<eN)n]bFOnN(s*,U%;2M7HBN#j<Ca
- 5?Wl4k:8PW-d8P)25!r/G:U%V<N=[O]-;2TnN;[h(95)85YY#WcY='Fuslc"-hiXfd`8k!+
- O/LQ,aV?orM>@HQeY)_#S4:5N04"JaB(=k[Dfij5Dl4',Yod4c`er`lYF\SGb4W[0f9\:i%
- pU)F_XO"Je5G&Bk[S=ae>?:&&kUd(*Ek6t/=6(6[9p)qe%cU_tNH+ATaYLcrSHSQ5?n!,DN
- DuY;.JjE,l",US1qhMi)"]FN..Fc>/11f+V.HaQl+In9btZqQHeNV8^.UrD<;THRaLtT]=7
- 4Y]lX;0_h-Ifq$JSdD%9[PuB=G-4.LIo53\MNd_H9S@@9bC<hpB@`6dFn(gB/BG("\%\,4)
- >!\MPr2GoItVFcT3MTSC8M*hY3=?H^lGEP=HQf>>j)\K-(YIA=kXDYqaa=-;t,q7j05s4[q
- bgb:"N_!e$$en]Ou;lCTJ@i/ohgg?E>#%>_YO"t<GC*P$r*kG=:1ZB8+@:iBb`41s<dgHlp
- YuGreA&s#ZA/60i#i*GR%if7VFZFI(4NJEm'Am&KO_U0XdS$1`BiWi:13ESQeV=3,4K3oi#
- $5a0(`A3>Qomm`ER3@B<bgGrX7_1d+)1'jMrD(4[Dj<"Z*QFQ"-8u?egA\n0,1GfgAWsd\f
- L7t%FGUoZh,ltd.aG+e9!LA/Ik(<>A`S(/+9;)9Ua(ElR(/`T;M*1l-n(Y:h=CjK+k1h(B[
- tpCn9t,pW!$d>ODG!dF^S`0([[TYC\eT6,E6g#s0$R@)kB*Sg2)R:KuG")^.'rG)"K+4Du3
- V>^FmSrup-#3dGEG/%@T*,2@829Q"]).'ecob'UG#DX80C=>5pW"-\W6hL3`H#=7QG(e9QO
- cbN#b8DnnK@qP&/_Qb0ll;"Zooj%'9!q=)H]aWP50PW$@B,or99<i!?XiKf.,/.<F)KKYR\
- 9ij>PJ,;.o%hX92!&0%Fd&9K^#.*Ca;(EO(iq[>\`*HVM=Fn*`Yd+t:4eS@)dO]2E%K](pb
- /#Z]HWR*fH[UY#7nGVW&b?q)<4Ff^`6k!ZM%("f_pNfj3JZ\G.`UbG5&Nl)'bBA?<6f;IkJ
- 0O#JAetpS[oSmI0c@^&jEb15A^"=2(HpI:',Lrl,]j_k_SR?B`&$pIt0;8#L.H73":"TKN0
- W'OmaL/H3bh$Ne[iqVPfKs0lV-*M!i:XFBPni9eU)pQ,Z-%t9<FJs5Wjaq'A9muHOhWaIKG
- b5mD*TjepX-N5\V")p7&YWS6Q#T<`dqp7n3%kRWs`4Bm0l4@(r:8IMN?9a!+)hHTCj$4Rbi
- Z@#%-*Qn>&:FKHJ=H">a3Cp;DubVh"KHA"!3YD2baAJWXT<:cjsBT\DYX>ePihG%0-L62iP
- ,TD_$i$:$uj:-Ja2d`Qks2;"L#QLY*ANSi<9eQ"`Bq'biJ^Vn@NVkiWIUEY?).-3"Y&3*&)
- ^F0RjY;AH.\8p8^U9N?7gc./0j[!9BO&WC#_9(u6kd$I=hB!mK.bU&m[P((b0k&PWu0;&(f
- b:SDsE+Gg6Jh%gRT"Yes-D0F1nm/7El%k:iqDakU]rtT#n*sR6!@6b\b&J4Jt&C>t6B9*#6
- h$E/J#pb94Of\<&keGK;Hk<*^OJoVUppUhu!`673N3jG<W]2_e*HBaQZ/$G\/<$:A(#c>;O
- P(]E:DT&Q33P=>crdmlGn2T:4X%Z`Jb'ob+r<P\*NFtsah&_4JKb^Q)0(iXN\_Qo>6qC^)G
- 6[;&L/4_HP1pG'$%a+U6u%bob3#&h59o\"PO&G8f<EPIkhT_Z>CrZE<BY+eKBkg+gE)OJJM
- .;(,4Jb9;)iM;#K_t(N<^t`E&?1K-ql^$Ld4'E[)auYq#=P.akjX19Db+^uM[6Z`t?m;E2%
- g+F8#R)Y-9CdRbC?0M<"lk#'#'nlZ>U>V3ag(4iFe18QYq!AH;4fcaQCEe>F8k:lGr.$3=.
- DoF.;rhWKp.BMr;J?I6T"u0Q)0RtDtd^q#M]ehN21ikl3ngQEcR3N0E)@Df^kpJ&8:F$S+)
- _dlOZ:cf)]d4$),soEfC_\THM$pQ&1GakIZ]-s1NXVjP0_:\\Eu+[.CH=3E1(eQuo-V'tlj
- ]YO*#"Dg!>LU$9/KSb1m>m@ZUZQ%/M']kST@nJZWp#,?sD(1mLn7%o%pF2E?t'3,r4d"ZL8
- Ir-?(0b'Td)lZjf:m&O@j^)_c=nZOoLp'fjbi1"2sInbX+5cNVW]cG9dTZk1b2qus*I4EO.
- We4Vog;'H\#lr-kOElqS3DZDTR!-"8oU.[)Emg:lB/lQm4&0F.-><jIh"!KNB&_00HO\%Bp
- 8S<,X+fZOP?5h<68ouF8EfEDgRmQW16Skng7VEIO[m7;5(W"$1e5&d19hdHC4OdFMFB\^M2
- $gPG)MQ'e<,<k%B\\`Z57`LWEp!e9qZ7I^9pC;`!+P9qf(r@6;0<aR[2`XQL`aF*5STtkZP
- -7/+]B!?9!X4Eo;>5ZP;4k86V@tj@;['C`CW>'(;[%G'\?@X>ui_e9sL0=B7iY6@6Nt67W3
- KGomK$2pIA3Zmh>FSFTRDb#=&mD0#3bg!N*Df.8fc7>'6fJU_FWK$W>KM(DXDX28)<)T2W,
- %6BB5f'JWQe8@q7?)F<."e<V)JjrY6t(j0Cj'\-Nt>ulpo7C@*qFCPUlGoF)<^K#hCdc";J
- 1JdXl/2M]W;*YSaIN*F3@Wj20[Oa:dm#SQ^@s'Y=[Cog$)':`Ui,bkH;"#ikZ5npe;.1dhi
- Q5FAmq+HEAol"";q2c9qaM/;jL,.c[Kcf@$V)^W,fe"sW0:?Go3!OX'EKWc<\J1\TkZK]0q
- lhf5`-@8[qdl^>I:A>of6P?aYEJ596JWTWL+#eD,K^J#9ch[[UEd6ASq,32&'1ob*>,dWD7
- V_^GP=cPk*q%KkQZk=K2ZdQ5OC:$!C\m!b!\uTlbiDVfF^BEciE:.VigD0jBsU>Sb(8(;j[
- "FTlieAG+A5T[jtoLK[!8_dXX(<o\>riH@%XDNrspe6Qu.F`1/@/QVa^(B4(E%2/@H8!aNq
- p(q/GQMFoN'7l/^e;nX:TmAYo0Jt'F+gZ5J[<#EWCR.,)QGF>\6$)<cCj&NPG0E%!%n"mKK
- Rp[Vf4B+Ah*gsQg6ZY$2KO(AkuY4RLGX!Q-/3B<s)>E/-#\s'oS"UmR8GW8H?^<Y\/c;-F&
- `3pB\4\Z3%]2/^O*@CA/@C-d;<F%74EB-'JW6ab2+4j8/%\ZIQ-5>\)2?fk-K9t20@i'GO]
- Tqp;n-JGVt0o\-$^&#rg6s$'h&b(a"S/ObkbK%:P27pa_3`NI)KsF*9^!O^WmhkBrX`l7cL
- J%h3!+-68IVL%r]I[:aZD@:,@?dC&u.[s#M'Ekdrj/_BqsR!iYu!I4>N'EH;c<MPCR!K];E
- hgr!Q!UYaFXcXGNMH@8bfJAZbXXKR@i0ZfPGKf><XcV,,$UJQ.\6Y'GaclF0L+D)7DF'#`h
- 2S^%#rpspR--ZclUQ.($C2I#q"I<F%N.h9OEl,<\U;q9&t6?GJshIX32;VHOb3?cOr$3;pV
- UfEDGtg4KM_8np7NDr$j+<;PSq#r=[P=Hd1J1dIb<8;<WS3Oj`e&qQ1@G22hl2%It2[(J?d
- 23K%q),ZlN;!T6^7)X-+M5;@,X2)Yo/Ug's/^)4=VLHeBX,C.4;m\@Y#9KXW;fiQ[k&^S;Z
- 4IWf_$[W_B_d70O-gf`<jR!E@dELo1+E>BOr+=qKJK2iffVKusRW]Uu7BF%b!TXkN)32`0d
- ,CB+&Hr`gs=f0g:&.a>^*-Wa-62h,J;An1GS(ad836s`>Vk^e"D`Q'"qEm/!Iu[?r:KgN/3
- G#$hJYe]r\$qY?iMmoLl_`CtY'T;jD]U"9Wn,mG)VXq`RWk.1I@1uiR<^#3\fGlRNI7X%'7
- '1q+fO;V(_U80Wk0^[RD#A`9kQH=U\RuH):b#+a)DjnJ/Ig,=S88LI]X_p'LA(:>3iTn@C@
- Q`&&I/,HYdBLqlfi,[p&r]3sTQTKkq\=>e-V/3f\>KFM'RM&:oo_)_7rCTt0i1X&NG\qS&-
- i5.*;$S_H_\\FX[kO`;eB#_?.t+mearA\C1U]k8+=!5e&+Dm,XM^3b(<\pKi*)7THpYdR!!
- PGOuhb#Er$#<3Qu+oDOQ8/ZcH_0[cF)lL#'4hAp5Ui6d=\RD<2]4"ml[29>\5dD0AXY8G^`
- -b.pV0p75l+T8[^7,#7gB#&/@=+L:RCOW3r,!OFMGp"*(SS'GntUc0RN3R5FhA[0S"n'27D
- \f?L7>6EZf/LhIDV)8!;;,Jg###!24dk[_j].aJDqCH\W?Y_b^@OVV#Cjd#K;&Oc$SKi]C2
- .miK;cl62UJmf>YN;EXZVIO<FCQ*0&;BOdl95d9Ip<fCR-g8[LM4XLVoc)"FGM\[<r6&-7h
- RSB]L\1".@_^gZX:>X?ioftO!,[ldsG]6e%XB?m#]YhX.`giJo[c4E`pO?@qZ6']e:O4QIi
- S1P>i)RjoN<RCWLXB_a:Ra8@R2jW8D[t-U(h)3maU"U_\&=-VO*Ndfh7GBsme@]#8pU/O5p
- Vr\Wi8%afTg;@4GSolV73-C(]`VTId,WaHajkUX(\QF.ViH/*dC+tFgJ,<uDR[(l(nkQHrM
- AHO&`FrQ*-)L?]s"W1Z.j[s`LD#)]ORl<;pN'ZcIsAF0N]/<KpV0-ID+P!]liDliR`s<hH+
- ^6;dn&Wa+nj@f_td%3n:l4s/"\4VDV<2?@D#81(b\(*53NY^*DWc\'<b[R/H!a*Pp9OS`?!
- UcNBs_U$EisHle1'"T^e)4l,2u_5b3/fA)k%P0r.@Z)g#QfY&0FpPI'T:P_WlXh*Dm5(W/$
- n\$i\+$b]!iNMJ%+n.XsgKp$,>ts>XS^)@:\2ZS#^8L#/W7IZMbZT:i03RBY1$h+\IU6"[=
- )HfCc)]N#h]3BtSnIHICV0MP]I9EV:S0FQ$h$;kp3L<_a^tf9=n!MUkl1tD?O`\N&a@$%nX
- >6gFL0c!7LnPsY!CY1?GH=92g-7_aaJWPSIMp^e[o!Xhg\MNgV)#W=KOOo*AnT*T?[</O<$
- c7i$#5s!NYsE"k3M5ia7&WIt,H:S"X1(K79NZ<B_N7Ji`0#"G+Bt&9p6QZKcqWiXm#l:+6p
- 97H4uIe8@8eO%87D)&/*&-'Lp[D^W`t9V,bqOphYL!"+dU9r>7BeE2$9T2+S@3Y]Sh187Y0
- e=%sAO\DTMC)$N03iPuNJ`\hE"_tSNY?'u^ec6j;_6R4F[X2#Ofk@it_)>MU#3U->?1+&08
- kS>q^#*cFr"])'$GtcS3,D>7'ofp/dVLIh9-]YDATJ__emCA(c3"]</I%,#UXNq"$m9GC=/
- shep"LL)XbX:<,rWAp^?((Z9(.!$mKX8V`SZ=Cr0AELQceH3dbMQm5H!&rFo%%NJm!rbme8
- f\V+Wi,pjL:J*hQN;g$SN\rZ<5Kcft-"IK(C]fC/P6s$,uU!s(Z+,RX]>n3d1HR\r,s>8j_
- f+U<flZ)n@"d&\l06SRRP>JnhgKb)+!$pGiQd6XlJ`DK<0+r:Hj?PpcpP\V1,k.G%@QP&#"
- *CiFIGp&RH*/bt2ng&H)(FHe]-HVEmUF8`TI&e\gdUEoC95%#/?l\?o'/<1%,g-%P#8uC#-
- `R=(2GNH6iAW/7[-FX9b,k%p:G_)$Yg;V=!jPR:qUW-XZo&K0;/=Dp]2?cs"%]Y<P8?kHe@
- QR91R-o_:G]B^3mBMK,th-8NLO?U[T-7K=#Z,nG2kQB%;T--[DSU!=)PpWm+:q%U@23&"1T
- NiVMXYfT<gDEB3Fq^UM3nTV5nB8p;O@T>B],?Dd2GYepF#u6#pa-2ae_n_f3TLG!f+IitC3
- g,Zf=]\&;p-7b?F6)9:.cIt6Ht:(&:SdR:9m8sikgLJ%-e]87M_WUk(<pr5(K%Yb;#3FhZ@
- 6TO4Q!d-]QF7rIrAGKd'6;UVc?EI((5&6Taq8F5Ad^5lu8^gYaK1o6J,sS-R/Bpr>kuB<:V
- cC-9@9;#;I:oT]eX^hff:(6@?L.I\M!s\>EFNXS-gCShD0omL[r)"sj10&SVX(j3qo$]K)M
- ^3!$#f_6h[]-WV<&>/pW`.BEI:d^a'[6&!Qe_O7k955G],BmF*N)3LuKV0Hu0t[<qFd^n'.
- )GKr#*@P4eVe@?PdiVH9#D]si(<-@(nehbZ>2K1%<%hi"$X=oN^-YOol)TJ9V7USE-X#+=d
- 73dk/u<B?JYW`Ju2_6/03hSEUtcIIiX]>DcAIWV,Nj8".RVsF5/s2Xa0It-M4Et;.?&J2!l
- J;^E0%9Ei;:s4TEMp94+p%%.plk=Cl;@>0K/s7@#SV)r;%_:Z16,TYE*)H8A6?42(a$B2JD
- TWbW7qW65/%]uoe_NT'o']_74([jeRliI]nW\+8Gu5<K1aen.7LRXY&N1t!F\L6;K@u-:^$
- dg:Wn&BCid@kNnhoXHq9I/mCdFFp%@9]p,?/H<Og[2<pu*3"Yl,W\`-[LVUch2_`?&MW>n7
- O+.\m3!O>7;586HNJ,ZKP]E[F7Hq&L_kCm1"p;FsG_0dYo1QBRJD:<C%0-tLu'']NL\#uM]
- lj\2V<;RTUuq,S_mR$A9Sc<AC_D(]D<\.[6@?ACOj0P0mo%[-NpM#!)eAi.]!!a]K_nEDa+
- Ll`'TGYWuZ7Oc4<V\W\d=q(0YjP\PJElfcU60ZbZ*;K^N,@ko:.H'&N!6,uI^)99Em64Ye1
- ktVqIRBHO%\`5SLWnU!6mCpekYd[kd3=?6arp?cr)/D/<E)CJ0[sG+hg@8'>=Ibef-;"T3q
- 8@*#=4#%B8nF<PdZoVqI*'3Gl/UMY^$YN?93dRKH+Gl/WJ-J%>MB%!b5%VJ-q96.QpA&PqJ
- t6WhE@+NDHQS<iT/GVcIQ?>,rBUY>s;m=">"mXEB9'<dN"oCFs>('sb5Jg>Q9$GfL3-9Nd+
- cA1'as;\7q:3JQKP-:2+H)2SE86+8R/lr5'ZN'q!4@H1%_P2@?UU`0Y<R6IO^S$Q&IJ&@11
- 5DkF%TIL"pcq&^S-p,M+e1KfNWZ'7JQ*Z=n;CGaq1DOTQ=GlWhNuU2HE)(O$N&6gm2B`&T`
- s%[;QT"#3qk8+LOo17"89>2(mPb6@0,fCD!EU2qG]*cGY#gMOhFl+>Daj!)pU9a$le-XRQ/
- EQH>QKaJedM[XL^h1.<=>i>3@@O[^gnF*Z!4,X<cHS0K?sf/+baQA`Y5\G;;#+L7>>I:Ukb
- 8)e3j."C8)aoM"m7rgDaOtmA1E'WfDs@L7<(#Q+`rTDVps7Kh,4g`2&WcZ%uhQ3,hncaI*h
- hA:0L<LZ%hH"129h0t86TQ1<"`_^f(VYEa.J>K^/n/EQf?Qnn@!)IZ_JM\+SO"5&eK_'iKH
- #WI;*Q&?"/r,(Mbn::^UbT'_X$Kq?cL$]?ed#=k4BQ@TsnH!U:G`eP#l5,=+FgAurZ7"Z10
- h#s1S%"Vuggb_K(\JI*\?1MG^7c:61X<&OR^Z@5rEt)0aQ=F/PYD@%X;=-6A(R-,?Y1=0YB
- CDjfNT/$Cjh(B`^jA:!_bla0W6LV$O=t%&^CXoSiJZggHJEGIfodM1\;.mgmS=cV_&:2Zl:
- X)\9E.1XVHYj7Z`G;97%NR=2&dW8^fC]:-H+hVk3=LMjW[[A&luXNpr,JgM:\GrZT4)QP6q
- ti,K2\`ZtW$e\9cWAF](RZ8iF;jBS%7EdgNG`dh.k_Iu,eJ?17)onhDXeL(]d^,n<P4!_^c
- GRn1+DDrX!ka`6+DS=TK8p6$Hbg-gg%3)shVC'`9VBt]5/T!4p9],AA)I(JmpinW&i>3;a*
- Pj3^#;84,S[Z(OrnuQVT^a#]J2e!7YQ6a[-LZ>W^3BSTi-XpFn/Q[cKn'^Y6qD8'!n_4(>R
- !%*GkUPh</c[mW&a]4kOY5\cBFgJk^#`mLL!89ocBmXoT*%H]k;cirjP<Wm250e%oD$J8&=
- jF4k/L'#bAdg1rhP@pn&A_I".6+LR?F),@E;.T*aGg0@Tc)=6TU4WV/N`=;Sf4&-a:I.f=p
- h#t!up2MfiQIP=h=K3-=nn)=/mB;4WkLXL(t9gQ.1qe$tNHG*a[4`g]=qq/:)))qWJ4fMRI
- ]&1+=*Ao@#1%X:W+A`9@F?`_55g0[&gZ&P.IL"MIKePYBlL2I2'0b1c51C<54;G\+(,ELeJ
- 1s7lGWn>0.YDDF#5erp0Qrd"%trSF^Q[!\)u-lmqEd822ermfb1+*lr]fru\%7@+`%!KX!i
- Wa71unfabM5'-go1tCResG)nEpGcCI#NQ_b;pT>W+94I><&gL@@D.lk[L?(Vt2U6aStn]KJ
- H9liKF""e]G8W(Vl^GJe4=L%oX$:mdY!!X*aT`-b+oKLnS58jp<``6:e>'I'X6,X88n5J)-
- NHr<2i-T\&&5QiOLHi]sX/"XZ]](:J<>V<W&0;@d<NjLOVQqn9(6q.#]7LW]Ii-L-^@"uHP
- JAaXhjCUd7B1?-=`b]<E(gd@f&-D?#"e,OI&f&D*\-'f\L?P/GZqWs,E^r657ndsD>Y[]J:
- WI^U71t0b4F/hp;aPf]a35tqCb!D=M5[b0`J`G=S$5.fgV@jf`QI3_=nP%I9th<[8;rBrS;
- J*OG_S1XL8Z[(4DDg"O%,(i8F2GZr/iJ]AV/hEK0W7e+qGJ$o>mti$!;YX\7S6!Fih"\7oZ
- ##]M(h3,!?%(7ta^U;;]6#&B-_$a35sN;bBRPIZ04eZ&C6T)c"PW>0&g1Rd>_Q)r?VI$&#g
- %]3L^r*3r3gZOb]3KucnHhuUqNP"U1bbD`o'Pdj"mB7e2-"-?4[W@NSq@0Yf!\_(^'BR52J
- aN<5U8^t^NjMjcuT/n6k7/V<aoQmb=Gpkd''T@I7<2W/pIRjUg%3+!&gb"NGYbKp+6NdZ^'
- X"')8VVkQ9FTTKSD$]9Mhcgk"X<Ab%(XXL]$:/a:(6#T'46KM.tB$*K_S?+EP7,igGk9hL6
- -H"9ZG:]l;#"X7"iUf'MqJ^U,m!T`@;s']R3.?L.YtVb'_MVXFSOud@TEN4g_8T][Xp=0XW
- `l:WQ%\E,j0Ns%iRn7M'hL?s/5_/:]S9cqN@o<8p_k##6"I!n[^/peuls?7^d1\:?"3OD3"
- YlHoJ?;%0&<r=VllTYaCl;+mf\XJ<hJH-0&!cU"5Jldnafd7=u":Pd_!4Sh[miQo/B9kgkc
- ?tN4%%+79a;G4KS^iG1FCBEu1:jiMqSHi&h.8m9!.bJ24!"9)tFM8bA20a9L\:"A@9a30];
- $?77<AmNn'!0UO;)K(Q`:6O.UbO.=N!.DE>oGZP)c=GLbq*$qiuCqh+?3(=%e)f>9-I4C7o
- Xn-1,+04^j:af3<<D9eBKLCh(7(;9h>>("<\oon:$/S8@;Q+LCeY:eMPfn2:Zfg:>-O`Mfd
- 12i)?`ncQiG:K_)dW?W6=ae,62fSO#U(6<#Z&<':(G(d*NqDa-rper=BERQ-'F8cnZ]f$-u
- kh+lPgD*Fn@"].HbUHAYB@YXPX=%ucJ>rG]F2V"W;e"(bV0gesf]i3$F;r"7r<>s2!Y#GLR
- b-N#4RB4t-XjRXURh.KaZYrnkLKJt\*C+h'!)Q_pMcSqtf(Fu(gF^TVH3U$L=Gm>@n/qm2B
- 3/(kf4C1<h02)SGfgb*$Pdt/,s/&"?:nL18*'?em9re=JCZ<(9gs\8<J3^V0aK#r=V[c:?)
- ACt=bb:=!oO5ac)On-Wn>k'>.eAG_O<L8VQP/`LR<Gh\4_Q&Q.]0E=\Z;,BU`(UUtLYoe\h
- >e[@=j8SBjp#fArl3o@[4K"OYb082VI(I+;=Zo[lb.!jGj_WH"58YM=QI>_rOf!'u2gX5(C
- h>g9A*e]\!q>6@%1/oY!Kn9,,?[9GfCgJ&2_AN<GKn&Lued<*T:X^9W.Hs=kN%%X!EotX@g
- A)&=7gbc0=6*Z#L=9b.<LXf=/%H^u6k7:sF"t3GUlDXug1BuJa!'"nL!!S,h0`Z05""4D0-
- o1j_nm=9Fh`^X>:%hp_pKq5#hei-qSbZWpptrd]?cDnLc2M)+s'O=W?g[pOrW-CZ!an1mi(
- aA^<Wlf9p]hos!-iI8&-h"D"btAUcpc553q!<XD2(dJWKE2Fjj[]jeR:R`;ghg%IMN9U\-j
- =f6>bCS`S+D<)'4LF?,W\poc2U!^tK7U855gL>VUgI<X+(u%lP!Y?7',pMEpZZL<qgZ's!)
- 9/H@JH"$d0JQoT]dIY6hu#P^N7<\\)21#jlC@m2b[2E#&?2WJ+&@u`NYSi>]43FfKYA%k*9
- c9>aX5@`P7j6f0C*^O<h5ib*qA4Aps:.AbJIKSLALPRqji,\uS#mS0r]@IFkbW,^t-Ril"!
- Q\2oDA-;N;e7M#=*:tm`Y[HiHX!>9:Gs.r]c#eRIa&>9ef7h$p"s!h6K/HkiZ'\5n/I'CL>
- *J>k"]JmJ9Q_Z;:rs/?Jp,3TF^+$7:s8LB$Nj-hJ?fdD.`3TB)Zd^p2XdUEp"KbA+4tX*_?
- @qDM%?\fZ8An\7+N'GR""+!1<!#BLbINIXibpkRN)U*`QQ9l=F!3^SY&jM43O[Hf;+HYuTT
- *<ZU#XTAAnlc`F6\'h"Zj'nm31L;8!<Y'Xk8P>sWk<4,D)edMO:/cbTeBo[9!Soj4_Rd$]=
- C!N5_hOEctSS@dPLNkcYhFqJ1c%#e5">D+c3]R@OD$O%1BGQ,3-E1a_WbT8IlHXnC2QfmSa
- 5pP&?$sde2MW!$Lh3ER<Wc"V_ujT#W`fUcej/9N2IW4S&;97X##oL*B"i'Ig8!k;<;:Qf8.
- #Uk564NOlqX-g<hO8H`b^+Cm#K,&QH3T#7tEho!/4+Q1KfIX^E[\T"mBdfeuWVpdVV1sD,/
- O@5-ERN'j#j;iGO@sAU<%4LZOcFBT&qTSfM%rWF=oFe/ht4P9&lKiYrF;K[=34^i0NrcgH8
- G8<@fo==DO-lMq38",IG'Y3p,'mqeTbDXR#^rpanZnmbdF"(2Mb]=NWTkbD.tJXB;h?IWgu
- qX;/KDoVZkDQ`:(fYn'JlR(A%2V_6^h.p"TD=nk6F+@Et*UXj(DC!cE2NF7D$3\.RKd^`T5
- 54R8%mNm=LN%;r`hQ1oCBD!H#G,[K2Y$<U(3+fpnTPi?LDb*72[=RdJC&&^i+mrN#m]sJ#K
- I@Ik\e&#$'"r_E_cQ'?MebTK%FnlflblZ*jHmEf]t.le'6V][fejL"_b=cbq?Ng"T*//U@>
- 5jceTgd+#\1USd/A#"C0pUfDl/<3<8LdF3b`qh]$Y"4`g'WF8eE0BK&,/D?ku."`H=Ai)k`
- lFau+mFH7d@T-\F4en$c>EgmL,%YePCRb,R8@E./8]E7L*Mrj'Xjo16TT&XUcZ.<T,)c&oq
- T3=*]m4RKqF<D!6(I*'25kXkXFoPln%a*eRU=A+?KMX(>WVsj;DY1,GFI-\5VQ"Lq[IT<cn
- ,!N8k1Wt8):dUGXa[WjQS+O<h=+u@kf3s20/@4u1L_^=Npn\7A]FFVH[!'`LWFQAjPf6W#'
- MA%GRn6X(P$`PK6T"6B35l)`/[`kN;tqeLWdha_>1P/+b`a*p7I=fQ]?0cCM5qK))lDQV0Q
- 41:A4B`FU)pJY>Oda[TEKN'lLO*>*%AZGLg,GNo2,cE+m];I<_Z_H3uWeE*`[s\aHtTK?+[
- M7tQ&*KDKehH@Mo6TR$^=&5F'g#*</;&c%2JMLbE^Gi*7_+0g(BO4.?XGoocOXVLEA!V[)Z
- q-R!C/-9kkhrqP;iWiIUc/BESS=:?5KeR*Cj.H22_gFKBLDWR6e@Fo_$@7cSHABUgT?7"lb
- %F7bK,lAgU_&11`#k(M#9\6k8=99-Nr:oBDpPc?O-&Z1U%p8/p?m\4J!G'3\`L0"Haa1O2n
- \`'NI1'1ol0@#+A[__A<R8Er_MVpY\aJU&kNlQJ/6?+\*A@El[6J4rl=>[^c[/f\_Ni%r`T
- #LJ7aQYe:0^3s%]YD>rP1?f-gmVEjq8+r1s4F\T]FV6FYcl"ScQk#D`Hj*0l(@+E1FN*Y&^
- 46Pse+KJk+e91:&?poIpX)2a([bXhAX59Z1\j5G[?).;6B^ZEo>KZ7RZRS@DCH,Sif4.]5\
- e+s4PKgVS3B[h>s-C%6$;eabXKgqn;W`<faHGsK>rdI&"V19deWW9;,/9Y5dT%.G]>&C^[F
- iMG`1B_(JnQ"H;GeII&Qi#VDrIVgmnCUu8',?;Aic1@`G"3L8aCR,0>fL,.QHj)`\\.Wk6)
- 2cjFBWKRJAM`*>P6_+Ku7K)Cmm`AXiBOH]A@IMeCX?&Y-VjD&^1/4,EKt/Er"LnLGu!Sl#h
- <CI\18Tg?#+**T/;t`S^62I(hg(QjSm^HMtS(GK8\6p\fNUA:k!SqY^?mcg1Z25Yq:_!5OZ
- J%fF-i";_9Y:ja,d!<e73$,WpB/I]N.fn'@DORtUF`)-q7&-4&@3tt*Q9N`+Ld6JE`7Rder
- )Fe_JC'Bc4'QkHeEU85uaAMSd+NUi*(ePWC9U@%sP'ifKQp>JQ.S=`_Yq+!q[&@EVZM>q&9
- JZ__K1s`Fd"nCZSCE?>LtppJ,=s@R3mNQf,YOMXR@nRZoDJ\Tcr;"l6I=4F&Ob#G>o?,YkJ
- >5T2D'8g8^c+g`d3Z="&D\!Pk.aKe.iug;Ue](8Q4/>9j(FqeQlM-*TMZ/9@B*=D+b5O$2T
- #jZupq-fN'"2Gb6A9<)8o7h3dP3Y2u?ig/`?pke.bDcYU9J)s$l[QL2Ka5k$YQ!o2BJcN(f
- .NS/I1cce6ShH,]s'1@&O97+WZgfo4rn[8H<7edjR,@Jq@%jU%21nc8TfPVW\9/r0F/500Y
- ac+Fl<6pS!#[H&Ec$:;j2rq;umZUE!;F1Z86[=3!T1A4"@V4<-ELc2phKb^Ug&?P2Sjm.">
- gjG-O%GeW\-.9l_+e-9C0HXs=R+V3YH$n,hR0NP3rMBnO'sr+Uhnd8b'TX*Q@lX5gO=*VSV
- NjX8JkL!UMB6:hY"VO2V#'Ln/NIdDfFJ`dDXhQ<RZ"ppM;"nhN6nJH!_Q)msSQUh>\5J=:P
- Y`iB84odc#47V207LQ7:DEGd]Jg9RWKsNqV-Q75iDY2gLX!Sc2\Oji/F3=INlBn9s^G?^^'
- PhLD6_qHfb>Fr&#VdA6YD3l]\NReF:rHljHLo)(^:an0u<:Y<H%@c.d`qk'?]Go:1SWVld'
- g58lL,GYCMk4gUF*!1Z8rW0L;!s76sJoIqWDltH("PddOEK33k3>LK6+QDu[Na[=P'MQ98,
- Fij0S^9&l9^*Q[/Ra[ALVj7^l^4b2Fthb+1$E`Hh:&lhagjCCeE66<9>Pj\bYnqdZoc=7r/
- &fb-q+uL']Pog2rgE)#7'?+hUuH\@B9i#f@:_u'P2]4Sh`ckbo1)$TH'fZ/jDn<>/t$Y&eS
- ;08!fSa"q]Tnn.l'FGl]&K'SVW(*^WDR%g$9GH@_(`81fW?iS]WKK$[Cg_,rPT,ib&?Y#Te
- YQpiEnlm7n#V9d;KB+$"r/!\K$=?<<"%4.dRG*([@_maAI+mcmdE<]f==bOqh(a'L0+C>U%
- h]AY*c'd$EBMBA?UB_Wu$W4o[1i_LpJF%'@dAh.Tfu#c3']kjKSA^H'fELE]EdhMo;[9;"4
- QiGl++s?<"JK!U:/$M:dMdVVWWbY$%#f`M2?q8!'JJO<%>%JmLe3se-K*&5PS/EUb"=LIAM
- kJsP,_J88QuS!HO6!;S^ojsD!ToB/Tro7QogaJ&)n<](ip/EZIJO9^o3Y<U1e8$C$SU\,t4
- c_*i)4j_BM<gmA\(+H&"XL3[ZcEWmt.O<D'Z!lIi!S_70qRq:qdd0V/`]-F?g:RQH;7qZQL
- 3Jkug95jOt\Y*99G=-]=CjGS\SZoUiOMZlLb*>P<U?4U/*6"8X!Vm4UCO?+jaAEb<GV%Ue4
- d^q@h-,hU*Er$m$p.oANI5m%d%b)l!jtMPJqdu+nfNT;+D!e(,.Kb&`KIXrCLT#A!20RnXb
- Cru7*Po7P*V>BmiWh'jF)8aU8qm^jFRGhX)Ion\,J*8cl`K!GpMtoC(_^70,n.!OSk<*XeO
- 5`UL8'cI`7T_p@jN-8K\,&+=U7kqn)]e>o#b.h\SY!9]K(0/HI,==D.s9`VK`lP@QZ?9/;B
- PY*olPNiLDc[nE(aP6[1eIbF;VYR.h*kNoOT<Mi-pl/B(`#(`:*M*5M7mS[29I@I/,?Kj`U
- T;tfZd%#'d`,_rR)MS7B,Pln3YJA%;P_4XHW-Z=_0K=B;\;<o;pEoiIi\+[u%pgJ\o-3_2J
- k6'k7Gtd^,^ql-CSA[`YKH:s_'S@rMh2HQLoB(JIg&4?K$q56B[O&le^I2Pu'o[6@M:%HH)
- <5!/V"#Q-`u5%R9ec>s#51Erq%lhA)A/+tm\QV#!_MJO<KqEN<0N_RpsHaYL[rt:Z8_%`Ac
- !oIo+\FQ\-k+@r7-BTA%BEtgBU,]GI#42)&$Ks<TEI&[.^BIg=ol'kUd1=>>Bt$]73?7mDZ
- Ro*oSkX7r?9e0=EfM:nH_B-&UZVW3lQshO8dh8A!'EY;PRp#I@Fl$6bYpp9EQ-cWP$8COPl
- i>t#W`LcTC!`+`8eZ^I9.CeI.8o7"d+=iK?9bTItH.,MAUf66_V<Qb,KB\Q]hFI#$`MDln?
- gt^e-o:Bf=[mr.8cd-b)hLtL@K?:7U,CA\cQ+ab8q7Kr"#&jJ=^boa+P<9IPlN\rAn#fm<H
- o@(+*Hd`XQY!s<T8V.S1RbOC`m)g'AD2K$ZN>bJ_Ur@lpR_'7qr?,dqfAC/5%i0Oa#ieI(W
- :Ph`Qro:NA\BS^A/OlgkVO79Kac#H(QfWFWUD$GF,9gNiTs/T!#<i@tX9B]<*a+[auCDZ$R
- 1/`9becV4FG8p9`;RGim%jgk)&/9pc=[\C/]09B:JmQ1EEXJ*&Q!_>&KpoY.5[qS,a$ps5P
- bI##rCb61r\^^PQPhb3m]C.!+)V:7$i;uPR:dD8S_X8PJCl]s2Xb'q/t[GUrLDePGS.f_u?
- fIY8@/V]%AGg3BPp[7%.Non2(oE.gZ'VV`O0>@T#1BUH3.$'nf0KqA?UAE5+q[cBrn4s1>!
- ;fSXXA?G1OBtb7'H(>rr:"J!cu-qN3e7goYHL9UYMe]hg=<B%oe$[Pkt(h&9)iR&p.iV]lS
- /_PB)lX]!3FK?7Qg(AHL:2?j5fG!:a6ARL(469)hIK#JboW_dg].)q%,[YcrfF)]`g+Q"OQ
- B:&F/G;B_uWq"jkp5_fcGSEZ4F`r=KDKO4;9'q%6!-#Km2T0cnJ6L=NH6b3r=0%pIqQ?BoI
- -$)DnJ%Og]TDZJ0SQYnYg,hi"4:BAa.$nrfK@"&i!Sf@dl*q91Fd;Kg0r=.-ICsYT]&FUGI
- m2/]LS?Q'(nW+3cEu@<=+#(tFiDLQ@#oZWZh[jo.Da+-))F!WM&eK`gd3ejr;$cAS#q%Y<D
- da<AdR]Kap9:G/:o[3NY"\@\Zr'`.Ye%[@>lk=k)$+UoiS,5j"!CJGW:>'A%iZ>4K,Baf+]
- 96rB!3'!GZ&OF+He3&iRApboE:jKkn0m>d1%>cm1BH.#Dj_JZ;2FF;Z:7Z&rRJ;d#etPob0
- dq'=$(.O961D.io0T!=sA6Nnj_p)&6n/'s`^AAF^Rg!Z;$SjROlOd[quoocVYBN\V7knuj4
- "Yp%Q$1X[KjmF7TQUF\`j]&DiS63sa0";.>W/Q17REn`2Zh_%g_/s=s-E^9p]OU#m1hiY:>
- n:9FP<^K[$#h!'"P%%d\cMrus*Di@TmqjFJE+<p7QVlsWOmNO;JH>>$+%M-3_9sBuo.4rQ1
- m:ODd\e9`%-E_\23PL#F'gf,cOWpg+S$s<dr$L`BH*Ytr*b,;'&tUMk;X-13)b_p1@[!f7h
- KaG0>m*0&\(+=,h:=HPV6)'Z-'g6*6XL\0p&-rdi`e]G0LUkm>r&(YdVgiL<aj%$fFbo!Kr
- j"QT#T@5*P7j1Jp&kTak",2Db4pPQ((B]df%l2Uh%WTc=r$`Aj'B6$+&*e/^O>m^s3t40nZ
- -ceR&,TgM3O0M3oNNjg^_009eYln]SKe%H)%_&_sm*`@DAdXpm!nDk.q7YLC8JMAT/QRT9N
- 8!J?j_M(2g#<u-g5SO)S'T5Nl(I1ns2:N"(o5G,3F;ko;8sCDie/:mN,eMPT6IE+c%n.d#"
- $00b3g;uY%_XSR8J?0W$*t]oc%.WKaKtK^VN]CKo/0!Yf`DeJ#gMEM60'+%T28Mm:m?T(NO
- q`GO&8l9;3[76'UM$;\L]TE8!05^TS=1iTh;\s;jB:?dcX7qnJ]<E,brIAZ+!C]\O3//9W'
- I9bO&"25>>$i7./#gdW7N-j$fh2-h+N5$l_Z4]h_Qd(m9s`.?50BG>a]m=d)QVeKT?\X\mW
- H;0Aj8VSQ.EKi1Tc=gSV_!V?NC3E,T49(g5'F[D0'PuOiQ6P+`7E.M#*X$c/.3mfT]1UAf9
- Bhagf<qKBS;<'Eok>%.::=Xnk'nobSCKRD*.0/S>ONe4L]4+eg(DWQH<MMd$X(,/5A!O-TF
- gFp(a%=i2/4$_$J1`)>c!7\Y>aASR("$!$8P?JE&[S)Ap#6f'>2^4^9_$;51!s?L]3hr%@T
- EECeE%&R"sL<-'iflBFqhe+O_R;V#GG*7iN=2tIq4kSCQL8[e<sK@2e1FXCmI,0ej3IDc")
- "0.KPVN_;YKH+rF?\A_("%Q<tmgMd9@q>Elm.ePb=+EG&9XKQ@_FeRh</CB)_#$<;&\F`h(
- Cf2oBe=8&+kp7GH-O("A5fqMBC!R0X@flU:bjd*Yu,?ntBc#m(-F`tnap<d@CeP^T_5&\:Y
- @uM6?mr$a$DRDK(2YT4NHZ.:PB$?ld<Tb[ZGubVL4&ejd2/MX&01A\DEYac<2^^`\Im$Y3C
- (6SGFr,N+VA=`]*>:e`Qd:'h!Hcq'FVZcU\)2=pj)r^K2L!h>QY1_&D@lo4*&i"a\,C32Iq
- CWkl8OH%[u46c`p5RG3jH_3n<I$q\BGa,BTNC2f<%elYql"\4Z8jXQSW]L^F9.T=[?X=_:a
- ;t;h[lDI;sOT2s#K)kCtqQFqg?]GZQ)^e/*\BJ/<Kd[sNX'oK'D3&XX"\p"t<T^H-TW?C2a
- YQ162G-#n.(48:<]0hGai0kiU(L_hNc\347:]*oNFKI$1!_1!>3jrZnbLD\d*b(k\[:+^]t
- L0.lEf^!$lCQ;A`Ii.&o:#638?lF9>OI1H-PEUNALu5XVM&(#\:[&.l6$ZN>Jb<T"[+C11a
- [He-H?A0IppFg8l\io(N"afO1HUP^_'o@r'VUm3@F-&trK^SuMV-s<_V's:B9)e1Nt_DO=`
- ,hDDjHNM*hi9LJ8c3rRuk,ZOP-$SR1Y6P')e#`JJSENnl^g7?'9,/P.73Km;nI>=_N""HC1
- sNoNOcYZM2t[N)79S2nf?e0Gq*[*#9]bH1.@1T9dfqQT98^fmB@ZDjU!>Qs'"s!QS":4=*"
- STp_B9H(`ZP9:D7f9N[QRQ]ZjB)gR`uiV+(#=K'j(X]IO-4F,>=3Ce,;=.Qh6N4DrbTQ_:T
- SfL,[T\=1Y`cn&"pRf"tVjVh.d>=N@p+3c_VX\KtcRMUFWYa+6WF6aF\t>sjUT)rdRF:J@2
- +<r[X`'UDLt;[%Zo_:!1O40RUQtMB.:8T`D1_RJUtE4lGWAOq<J240V7GGY5V*R7M@f8hAp
- 6V@])Su<#H'S#Vg<ij\c]2OQ%$/.<r.ZW0`2a'_B$E'&cmV;3h`R#1UA#ZW`qKi3iet)6)s
- V,OZKtGHG&OPO-2JlE1/_*)EW68D58%0Ufp=A=[B1B2jANq.%456gOGddE!Od"_P-5!qiA9
- $m_h1(n5nGN3t8b?SuS63Qki,O]9=GJCk+:sZeN*u]>([V_5Y%4]TE`3\-Z-g]2]`KlM7V;
- HWQ\?`LFJHXP,h->@u*+CRh`M=*=bV3`1h00%jB'.(\fU()]UD:`,lC)55#>Ha1F-+t4H8g
- Ns=>>7\UjUTmN>\uFMjga*Cq/l0*u`1+Z_gV(Q&_7Z&Z[!2gB]?i]FeEWN"]j"J_]B,NJID
- 2/qKt&S%QA^($qnN!b[s:W^Q5.3iK35L"#Q\$G%.h!a6-<H0-X8*;4>"H50>h&'nTu(N9:`
- uuW<N@p(h(%p]MZonccoZ]L`BX",FOZs)9/0#U=^9r(3dJs?(:R%[Q6X:Hh5;TD4L>FSNCs
- M);209UTV9HaaG,3)<WG`gL<:ad[[/Vf42uD\][,pdn6mVO.XWZ.g>]jLR_;mgsadNf<ZGu
- 90D%)3k**dgH!t:M)rJB4S*O2s/`kY^AS!Y)*?2K9@0,'aINj_gO4-J&(t![7fXjgZu?5C:
- )Ta]*22?@?*CdZ0#W/ob?_a/S\-bL5EC4[gCQ0&!FQgO<S^qZh4$RXQ[RE3Xj/u>]phs6eo
- R<CnO,@/a*[32I=6+KJV*fRd(BBeg?$EP=kS3@g"dV+TI350is^X$NLe8Pg$dZoo@ohNj./
- 9e"]O2ZDqpp;!uZt<J9fjSf@:pDj]\X`duh<>-/P2,Rb[3rh!_Y=-f:HgP9'Uc:]]KW4YhA
- (i3o&V3'Gq9)<%-YiSKq*5t2_XC)cqFjIWE-*]$>n2riaVj8QPFSjM1\8*\F7kb7\RiBeDG
- >M[$Djdb"tqQBd'A_();k+(Z7G6aU`a-+,[kKS:e*IkN/fB@P87K/:2S-=j4kK,dNl(/jah
- O"\%E#R]T*d%SOIkPZ1YcM0=lb9k"h8/Fne*LEqqq;T')AF%&g%A\'h4<GA*b!=d8[R>ec>
- *gErpeS]pYWX\Jq!aX56Jtc,?LKFXre2%*YY]J(UtP+q4/E+TfO%Op`,eGoUi0\Il/AK3U>
- QeqgUX\Im\BD8,CQ"/@J@lIol$Pe'3AJ/T8u'5A0D3BATcrpAOT%S9(d(GLqUIi"=^`_>qI
- XV'&T**#9+k#:3Jk\83o@&Vrj-@/+89.i417@t=3Y<^.Xe8E<YkJm!pXPfb:Mfjpa"QXWX#
- F"*pAD)l&.VGkUlp45H%"HsM1/J=%7Uf%GtVL'?/nUK'RQ!1S%Z!"20l]p2sI_fHt=R;>X2
- 4i30[9Ds`gNC6hEOf?BQWplSnThfL>K>.O:oXN2@'DUQ2AZsY`F8:]S7XtepH/`=kODSS0:
- 'goo3'koIlX1JBQT\+2N(G/eEQX0h.FE'Z.Eg#)a1X]EO=P=pNrIns*_`?nG!ttbK/feaCB
- Lc^32T3b]0FO=2).NZ.\MfqjlU<I`fd2KMmaO&iG+#o_L^Whe0^Unb7FF+$[6dn`sQXs(L<
- Urr,/9oE8NOA981]^sGIc"[T@d%K\s.OadYROIRg063MZb%=jQ,57U(8nU:P%joe<j`6gtS
- 'h#hl+CIY.N+!SnZ(u:Ua"arD*(E1U@3:jL%#5rrV>q/uQnh'p,ft(KRj<P?N2C"*;QQiJ9
- -fb&/V,\D^Fi2&<4=TL1G$j-9f"W7"d3I3gGdC+K]b?jZ]+?6:D7[ao$<%)rBO/c'`RZrAe
- bbC:pa4573O':+%ILHOsN\oLrD!+dg54kOOL0T4Hh)U>t1/[Bu4Xb<9^-*<[]h?L7Y@:P*K
- 1L!22)UNTL8OFrohq_-gA''o-7#[Pa+V=Z09HAhIlarogo\D51iLCf;V%3)2'7D-O/#^M[9
- lottfTG;[?]>dmGRF^;HIOQBZSQ03ErY+)J(h`'*[IUBSU\6karE#Bq8n"pVJ@5#n@KOJg@
- *roa],RF]AOFAbb__AMXNFT3B71_k4'L<L'3AsME7sS'\Q:I?bG9TRU2Ii,rnn)g08TN%[S
- kAhN]eJXg'Z$G:'4-`p9XE$24)'o0T01IW-E!h=e4gg^CAQI'KBp,.#tf"^U)csE[*:C'D)
- D'D;XLk)<E1DNNFBCuqmC4P<e__E>Qi"HPYmn462c<&]JgA>EBI;=`c8X[T6a\rO!_g"(Nn
- ?REr=J@c>u,:2pZS/#=m,4]Z&jPE`]GDkrP>Y?eBNbQY*UjB'IkL7Moc^LLImjH%t<B(+4r
- 'fWU?oq&&0Gk';4WT98sF6sGlOR9j6dqYo&YmUff!CFEg;%W.d"q<uM#kW1!*Us37\K;X/Z
- Ds+&og8tVWlSMqWrDAf;?;`A39#*@/VVj0TD,;C`[cL'7ab+Vc$Dgfi2X7AJd7\C(+he@e2
- A*oQdMZPfGrnPg$"5Y<Kb1*r6F-AnSP1\ZB._:fB1V6[Uc4%Tjr2.IE=X5B4bs<]e3b(/lP
- tfVKom].7(AUjKen;\W#^Kj&K!0qUfNAX?7eTIJJVVVpNUTl0VA*)).#t\A'[.D1)S[9&DP
- Z[Z,Q+DM!5o,oA+#>Fe$0*q"^]VkXuGgogh%!+]DnCIS\N`2&Gd->,1tX&+r?*p:gT3*1)2
- 8SccEUf)hUE%$V*U\]Ql[h5)Y?Pn!+c6+AfV7**=V_Z4P6Ja,F.Cq#`Dk$:WjGnV0N7>;Bk
- kefB00k'^pLbg5b9UV;(k&eaN0b.Vd3J(`b7(o''Ao0l>0Jl9B"$I66/5A4E3F^4qGO^-):
- 70&k*Y`3r%k9E^1bTeSMp[Oujm,'tq&O,7GC/l>4\+/uc/]"WO>7:;d'qgu>!ctd1e'l13?
- L[sbP\+B2?6Ub.fcO?RXhN+"O]3]"/'KYD@f986!@Bk,to.)19sp/0o?6)nAl6;6un?NqV`
- dW5H#;$Ti=(/=XF!qQk^o_R5prsC2D4qeOHK;3hKDeOh@,]<i&3.>u>A0?`XVD7#[hW3N".
- dXOX1i7Hr8_-Zs?:'>h:LMWl%W[<G$";LM%as'KF1/rqgn_'Bp,@:)0QBCZCa84jmGT7muR
- ;D%`0RjfUrbPIBfArj_b.7e.SS<L=C:st.A"KaJ$Pgm,L;[Z^/l'*0bODGmDJXe@u&FZ\Yk
- 1s7RH#HdO8#oW6C!92O<@Y]&\CW(egq/\i%NS]QG=C(WH[U$S[FZs\jC&MOeQM>5h5o/4nO
- >"e46&Hn]]^hk7]G\mYB>2qESA07,]d@3Z7rN/MZ$@uploSps.T2la&sAg74bPV:j-0(fpX
- p6,fQ=\nna?78N]N1*"8ZeU/KsULJ-CHYJ_.%/dm652TL(9],7F\@_>j%9"i$O<sBOAbF=K
- /<]7M@k8\!ED_Z-`_T#7&Y2\f)O_r0S(Lq(H<fEGjnnd<uFggl&2iW-(ZP^B$B"Uoahd3V\
- EFh)T0j"8@@.2&;bnM)7?d&O[luiK:)90cGHk/[4[Wf%p2[7sF"_Y'&Qbn`_$driI"Dpnh[
- <Qu1@N/aN@+Z8/6Pqln0tKGHp.!LLB2**M;iEI90j;%"*b29uWAQT/eJacRj8=P-h.l`6R`
- AQ!b'Y!/W7B"84'cWlUDKhFjK:LLG\*?0QS3A(^);DSfDFf\1G+0m2s1+dMA;UsDV&Rs(HL
- .glQ`W7GgB8eKjal$TC@jUZnO+r>!37-ZpcRo<jl"AlXRUt-mKDc-Cg)nmQS\ZZeuf.JT*E
- WVmUEEe68o,C46u!G\7QGd0E]e%:(is*sCUDA]=,sr"TBke(6^;-h9Br3o^EDN-3G<?HuZn
- EnkNb3IquY4e"ZZI075g9/YkFX^a%#f\9[9aiNfZ\)`k7kl`4p8W<U=F:RTCSOSjtH<#_ZI
- e)e.(IiPYBE]],0GL99<fOB9:Uo"hm2`+4'j_?g3(>a`]uPqQ/gK16[r[uc-\M-Q'6QBDJ+
- *g_I#l,?';5@Lf6icgEc2i!r-'W^>8Lc>pSG1.ZR4hH1;@mW"ghe-e+=XQo]Gujd'hd8kan
- ]IqRIu`Ct@^o]:P++q*2Ih[oE)/T<$+Z0.M;1o[1?s@f.m4&g7#0KRO0fI(u(lHZ'YfJ-1K
- !NpH@"^X`3'?\NJaU%_5&Iega6nJAA55=.oB)BL-rGcKBU3A6E*^-_GX:0Zg-a-XM&e,<WW
- "dttRcS+%DU\iFa'@JQBdm-2^]i.!U@lpo(NkL'c\ng!.96<!/PIG<:/Q'*gMUsenhnC:9_
- $FM%cs)7/C56JK^Dn!)A/:n4kI]JM5+CoQZl6cV)nsf@*=M:$MI=1%(IA6IM`?&Bn08*@oY
- 4nS_GeFa/,-S@G<_9B4Hd<73kRJ13'>D9Oi,I&K/BMWclY@O3V3Cl;`R*93^?p"3\dbPH:o
- r62o(nI]qJ4e\Pg5aSNY_P4mY>FqaNjk&V.)["t2;3k\UP!G_`pT6rZUn@:hfXkb\b+_9<l
- be4RZT9>m4R60(Qd<$0%p:W3=6#H3%Ui#jVHotjrZY7((A;tr6QQ+9ii3HQaSHi,Ys/NhHB
- 6K=S$!M)IfoKs4b[_k'f4CXb#DQ'Wo^iS*M"/Vg:F!*S*\qE,H/3CZ%6br"V_#/&`*"b[4D
- T;_d"P@2dX%F\4>=AsBa&I2>KL`cIksUb/7*KpHUeF:Z]0tFu[<,27A:D@6H:8qt"ZU,57"
- W9K?C5h90/Qcd]NHn'@n;5)\Whri`/;=q1<&S*`VP7h>;o"jTL1PtUf:kCP[um<2TBP=`dB
- bQ":DLLgUC[m]u3%&]KN`g5/uYJ`r$F!kY?jl6&%pL#Cq2Wgj_pQUWPj$a)iAs/9o4BVoP=
- +8%bh(7"!-dBuf;1b1#GWJ:%US*'4R]780t\]S%=7-ajG<3F%=Vj81ii>:\c>aKtk1oId\u
- 01ak![]I0[,)Af)1R!KT0M?@S>GSU\Pq[l).28+<S<u,YR6]8j1eaB(oADn;S]o#k5oY1U8
- 482?ECq4Fb1tCh,Oro]:+dKq8u/E1AC\qHW@F.59gZ!?K[S,O^e3g=JY5kp>d7#pP"RM'85
- Y7&'SaJp=icP*aIFeGgptDYs3&=\[\M3mglFJnlc]LH^f(A2jHD`C_\@c:4cI?*j)dPna$@
- Sa8X.=Nm)hfIb=Tq%ajeR)r6>FEc\IFpc+O#$j+0oeI2u"Z9l/HY*<OK6"#uLX9q.#4bl5t
- 1J@)P/!J""$;K2[<.aY\4:s@h?+tc;pKZc\;:+Wfu4GV+"&Al#,bEV/+gl'/4kf*2Y\`E%k
- /<@S/m7&n*cK#1)o^G4inNE,U7ZgNYPfLJ\6TVQS7`l00j?HG*-dST-!?b2C84A8HEDOZ):
- jjqDip4qgX-T"O:d$P[,r/:c1Q;gr:]_ifD(a:Y9SZGk#LF:6V$th\$rb+S;p>cj<Bd<#i/
- `9Eb=j=f<>*Jk>!K[]]Y(eo`943J(`s/?9@T!+"MV=h*'H-p7SLZj4D%@t`"]U%\obqTXWl
- (c,I_e@^uY5]]dC4qq:10I4r#N$84EesEJKeW;ghs%ib['A"dZPN;_;G,7:K1Q"4L7(1)/H
- mm:N`@FjlEh"V>6D]ffE(C=^?g4@MLGeI[f'6<#^cd5tl3K]Z-;F/T741H`;$AP#>p)FGMa
- )Dpg#/PR.k:,#sL3`SujPa5)s+gA?G6aZMd9P]o9-+_W.:PC4INJ:>ac3,h4LC%:PrF]6?M
- kM_0dok7&'k5hgA(EN!cn/eZ!9M[HN*/L):l#u`j_WM]4kYO):u`s#q"dr)&PGuYb@K[24V
- Z)!7QfKC5P0o@<>ec+0iYQ+eAWD/[<tY!PZ7Q>cQ.L8,a[%;$s4b1<E,EubkK5si74*sfQA
- Uak[T7t@YXAm#FKmA9t&eshk>1Ua+VuG'p)Pr]%b0S=XB&nQ'9sN^T.'Q2sf@T?'eeRR+(.
- ,_Grj(]l2:=SQ?76<()RGoq5ALFV6i.:6g#VolrV?Gt[fMh%E1SgM^8:4ONecg68C6'n=r;
- P1mKE>0S<p2"oYgQs0@<fPTI!'G5lNEM\J.L>[;27DN4ej1$\NgZ+/nmCQ\I]\\(KWh$iS;
- chgEl`JstJ\//A4dY$uQW]ji6>Me(Hmi6FMqQq.:/,b.<M.ZMbM!Qt=(Eu-c$.[6Gg="!>o
- fct/FM=Vn(NKGi"`7`D"Ci;C/m[Cg>.D3ABN`M>[?Hri/?P?E+7b+8-UIsL"L2GJ9?X<lsU
- )0Mg^RkW5`.\k[?pE?B,bo`TgZh`EW$J@?Op@a;kF<B&;qqfo>LY*=uR-0inICc961&V/j,
- ;FC0I?=sY$@il'XBp0@hphqc[`BrTMEs&[Zhi"X,f,1'^S`ncXXh5'aM]AH^jh-KG*gE$^^
- @TVKd.#"%'"itY<Eh;6]46+,X@3ueL*Y[L5']EXgj:WPCFlhJg4QJhG<QKV[(*$RK8)F4cf
- $bu$AT'?+SDQcVgmmJ2XnU=^pl[N]hlMi-%Og5bH6c68f=V=;mF7U/IN'TaYasCr/d+YK<T
- %0;7a;7Q"ps<hq;Z?#@s2:8-ldq3B*AQV#=Kapr^>mkj($q5@5YW,*^F>GC?EBEA1eLR%N+
- >WDkT^I`?66SVB'3-F50HoA?I$-`ZX/69supO2I4KNS]k&]q8h*]?aZ\@2:1GPe6hR*htfl
- O%P:Q]nj\XC=:R%;*\eC!1/+8p\"6o;p'G50@-GU>!Bgc`n8VBdMWY2*e_Y!%j6:0Q5j:aR
- ktZ&T(2`#ZDeTuSSYT,<i#m_EBBM1Ce'/A8>_QVr6K/\/?WiP$2>:QJ>j&M;g*S/0egHXsI
- ]RuIeBBc!hH!!U/D?,:ipML,*X"Nq>NO,4A_o5SmU,9;.-SrbCK=hni(f"l3!KY+#)IDWVO
- ;5,gM%uNj7\c(k*9`UCh\',B'YB@^;?R=RK>;;C"@B:L36Y#iDC)WjO,pKL*GMhP38[7bH2
- TD`Qd;C;W#][C6bZ2VL`KjJni:W^m8,2/88kkC>GH7`l84^Nj;jnMf$H>lV?9u,X@)BhZ@#
- CKlCo7=FF\f_eqk<ld!=\0l6)dkNhR"C\ZoU%I324jR0k&LVpt1GZY09`U="&Y4eHt7`fBS
- EGVYfm(F-Mb;*W3k\TMSAKE4+^!H'T)sn[rD(NNj4k*jLKB8,H9O9C6Xat>DLM2Fr<GdH<G
- 22CG&ae_gmH[=1pBn9`('PglKLF.A0R?5Ym-t2?mTo,DhWaPgl#B/(DQR;a^C]pTIlQ@<[D
- ).sAaaGY*ne!Ch`6Y^R?-VR'P]7GjRY+c<R"ubcg#]N<47:_SlKGFs&[ePD.V=<,W]m!;f.
- P"D3g!b<aK9+#BL)WAg[lBY7#4I$?JIB!8($N3&63GCka?Z#E,p.Ilb(]&_71"nP9hdO$:^
- A($%:ho=%#OC7^4M1bqiFCgS.&7@WIa*q)hsAF?5Rrlr+E,B'0Nn#e'W\bGZ,<:AZoEde"/
- N`^=n=n8_uo"Kju[fko[ghj>+kc\.5cSBP[=7\@Uo1n0DfV^[aBP@]<FqYY_`^=h!5BG^mp
- -]pC"KV/2@J57^WUMpEQUPG=C@l'Jghod%Nd($mGk)=hmqM+Q:!E'c8G(3S>"V0NbAC^k/+
- $']C=cDW:BKPdY\8Kio&TOcp'>VeJ+/eTlVCf-5D&YW[Y@:2#0:2-+F%cgB_[1`p+39<5<a
- >$AU(iQG&5ZOIu*mi@KZsH#6/IYY&s+K7c_!O6C.6#<M&pq8jD2WpHHo9e^!gDVtBD,?fuW
- U%TUpEK&qI38RBtM"k[Cq/GI[pomMM_AQSX2MY4H0FiReaVh9;uhZ:%:"Ft-?+EOB_O8B)f
- ?<369%[6\6ZhVSJa1mVdhi@RE[uU5Rbk`jc-1:KP*qnKV>_eVE5B#nt8bX*gq3IlLc^SS1S
- Dol2kQO\)L0%I6Tl:LDpTH)\B*5V]='.rGqJKX9IZ*m6WG>ReI2As\W!n@3A&0R/KnsW3l[
- O8:f<k"Oj5d*72mn!&Ac97-qd^Q@GM%?5m"ENP-NINNY/]oEZL!$`:+*_ccb=4n^Md2hEZV
- #pIXCu?Rd[.sC59c"+.i-He9lHhE#0ubIb4/1LN:s$I*[95&'i3#W9+W<qR?;#QSSXj:khM
- %1n\E889o9LJ3Vsg3$]7K#D>EP:q1$o*=mro@So+\<\5,H7Uo<*jE<[.O@Wn[34!#d4),Kq
- &t*")=YH+8A[=CMdUb;+8tP3s)uT[bT26p-)C5lQ6DRIm1jW.[R89[/C"4\e:9@Nt<@_'qh
- .F3)Y?5SK3sCedA[GV-<bl9DgL>FJ_pb$]f'.CJhJTJQM/#V3^gM+`4=1jRLW!YA=M.7oY3
- 5q^Qf&!Uq^IiRjmuWFk$pQD?N>,X/Imh9V:92Z8CdF;>HHFmFrN=<YA0'OmWR>m*_Ugohsb
- jF4pFOa`oJfJr2rgH#`n(h3W1"s:Sn:cYWEl.cYpMQm"(<.%i:GMjn*is?>jJSgZnt:r[\S
- PfB)a7!YR%+fCS_8^^p>9"Met*K*"=-1_9eQ:co[$6-tQ6#Q[b<.U^-_bUj:A&82hNQr*]J
- &4BAH8JB$^9MH6i!+@9a7F?cq(rh].?3\F>ab:^)ER]7R(ifb48k:]_LE`*nE@W<VE`AGSa
- jP,M--Bg>X"2>UbcFH1Ep+St9Ch_b#SP-&aYQVs4Ol:4TSY:1:"+dQ36m_Xls^#pI.KHr;s
- a<EJjdQI5u9BY%78F7R4r*t<+Qk8dM.*F$54a<.8*RG]erL4Pf5d[e+DiS9%7H)92j?*8W!
- lh7Q"=M<OI6d=OrakD->H_BJ*#He_,m#PpUJhB,kP%k'SnL9pK;CQ>N1*g(o[DOWVXVP'!:
- *M26'bUI\k,0$De]EN_sfHF9m,:!n*cpMJH)?'g!$Gi"d@m<RR_XmphqMi-\;?l':VE\D4q
- Vh<qF:)/KAQu3pY(1ug`"MARU/C*8Aq`</8NBTDQZE9<tOlT6#FPJg#7TAC/NYYgX3R2MQk
- %9X[V45',_nPPORG51EBFeF$pZRYgm.rpb5*#]Yg2<;W_/NGO"N!uaXfB5le2seu:qTl5`>
- \q_Z,L^aA[CaNN.2pdOmIE?8Ge@&.*9*&Tt<ope?LNB;P_.DbZkS.1iSs)cT9?V:D#S4Hu/
- c%:_V@cajBs^'1l'Vbp1H^*:5i6<':[D<)hCL8^^Z\9l&9\4`+P5Fqrpi?3u=JVG3M71!k6
- =3.HA6p`9s"iV86Qk'\>*0sl'0jftm&'aAlTB,-%i@=ihC&$c1?fB)VmqqhkUnbaIV`U`sL
- 5Lo@RT)JWTrZ9Vl^+\=rmJHo*ch789jr)6&!/`F>0F`t+;`r+Y6QTbbc&t?38o5G=-\>%'$
- 62E^bZUu&3R$HO1RL;NNrqOu/IiCM-qr#l9IXZeXSK6q"Oj&k:hji9WZ\aQK]0OECT)7oN#
- 'ACgC-AaLnV2NB$h3[>Af9P/L*[7i=h@VFDgVC]XPt`hVuG%E%-Mo3!Tk]*%YK;C#1ST(sM
- %\CR0rT<C8dVgu];dTT2cr3]\W_*Si8l<3EMj3k5+RQ)h/kWq&FVTf=dDOL,q#ON3COn35a
- jOciU;8kE+X2MZhV&48-k"&W/V_-!WRY>.tY(TR/cP67('`U4D[f(r`iYEi)+>"]0=/EOOP
- QP/Y[^A1h`j]'&BO4$Zp=cG/u7*1Ue9QcC]2PT+S)OaSo"L8?9"5n"KAC*e`1:SgWk6)Wl:
- hgJ8=?d(""<qK?Q5!*If[?Hl9857J(dhD<4kdh6T.ohb28hKd+rp]W&JcV<<n,l5A4h^n/g
- nV-nO)<JIA/H%^dZnb(S_+?N%QS8;:cI"*.8uiMBXpgG;U?h6_'1Ac9"qU7ii[3WfOFeRSu
- .P+Xt?^Vc!d1M:%>!`PC(?@r-8u&b@7p<Cs/i/uD<tN^!\Dg`9g:?&a\-1MXU+PZ!e28nY7
- V.g3Y7ZKe_gRa!K94_:`1Y-h<adeerf@@0snR`nBn?0fITY>sqK%KYQP_(_Dt'1Ti(@kT]U
- 6joJ\3lXH7]*.'"Odn+?b!G5QA^5tnZU]``cHA@`B8rU=E4UA&aD#AIS2m3Y@NO7Q4V4OqZ
- %u?lg/*]E6CW=BTs7(C74=uJBUi2![gg/NRuKnm4W]Qb16GH<!D.0Z`/XD\l;Gg-9('WDV@
- hgW8,Km`A/4($1'uWmCWfLC3*1CBKPM'KdQNB9I(i\-qHm,Q5?=`&*<XAEN+'F/KiF_0<GJ
- UC4:QjQ)prtPT"/7["'Fl;Cr/'A$"7'fL%(ZO_SqOB=$/WuJ-C,1fT-YS>YP+:<U^3eOChT
- tVdYtJ$C]1fCh$Qib3XDdZ;Z1<:,k%jm)>9';kkO3X$8\J"RVclZ5$P:SN\Vn276BJI9Pn6
- Q0jh<[MI.5>?9':ErnA2F>5#pl[%Bi#&/up>;f?:O`Be`*6qEIk@[jB8FDJdcUpt!h0N?IB
- oUin=+<PBj`Ph?76>Zr0(Wc"b9;To9m4BUBb""U4I/GadopZb5@M=("IRUW_%9_.0NKXf`i
- .D`VZ^C%?%MKN?`ojD&!JOfL@rP'f/RPOCYa9>p"<oo\:\6'X@9%17`j=f/AK^(N%5*e0%s
- FJ)<2rA@k:joZ.S&SA%fR;/?Ij$f`^X%>;q^(7Rq.CM^?6nl'(;=n]Ejj.Dr.^Q*S^2b@me
- ,:e\cE)d[%4=dk+74OnCl?,Y!_%ZPGWgN'fWB=YK0kgE#V8orj=j&u5FkUcl$1c7/O0!b"\
- Y"a1e7ZQRt(_"K)L+A"7LDaTXAe'sa56pc0fpqN&F4)U"S`$%niD-'2^5]/(7]bhM[fbpn&
- VDs<`F)m,?Ygdaeb05MlJ6*U99"_VHN_1;r;3dC?Hpe$aS[-R>Zm%\Vi0]&M;"i%)f;*d[g
- gVFg\CZ[*,WaRcDKcq40'XfIG8GEL@F&F6[IJ!XUfX,>4P4BIc]=&^[9X@DL%k+n:*U<]a"
- tk*fi>O)k"XX7i(c#kDX`D2kPMMT&]Q^<Ur@kaKGf)jJr*AkhggWD_E[ZrsRcebZGeg!8A8
- ?8k2j@ch%-inf<A<I6=4Q(<+qZeR5FWIDMEI\mOF\4WC9t?C3NpL:-tXZ`80)[JTuJn`t\N
- pjYVmfDf2d>TJmhs53bSlL)Cfr!f?G)c#8/cK(FslN(nmmchOU7Tf,]^rT>#go8fm9/t`\$
- Nk45"0@gY.Hp;=j?ZQ[hMeW-lX'.!p<,*=T[,7pmKC!o#mP,io?IuCn8R@1hXn$so^(q'mO
- F361:h?_p+6.8DELh!$MOm>pMY/O07`/&HME=-$BKq'i&VOfO:!EN&tu$>Tr8u_kiYbC%'[
- ra`Jbl^6lQ0T$kNaLJPI*/]aetm%^3VWcc#'D`mml/l-IfC9L/Q[m1=4%&?k1,d0UBId/O[
- XlnA/CnKAN",_"\X)$.N0O:K8?k3c%_Z#-r`lu`?sp=q+=!iaEH%#k@M#i-"%"2i.^$0q^g
- k6.t-"UqX>EH).Y>o.5ci"0;f:'U<M#mSS)oI^pb8i4(s9]BtgcL4f[$`*IBM$VM-j%tia0
- UE_-!t"BhpQ23jmsPPj`<rll$K7$?_3bZ4HlG@F)^3WLKoZjdjW7khk<Z$eU$<7b6ja0h"X
- -PWZ2GdWrua'!%Zp-%ndPF-pCC.=l-'GEn+@kKlOZo*,-_jp1,1!$1Eu(0Xth:8X?p=Bkp1
- :@,c.:MiM[aV+u4-pmI1b.;*'9u5jo7-!Y?XGNr[6U:hOcL-`BfUYWgn6K`lFPL<EX$d;3S
- o,:RH>(QU-ad\,MQJBY9Oo9"j=:iR?@8Js7Kc;9!@n:HX]L8?S]p$,a"mqE_;R#ga-)mR3d
- 0uG!9`uNOj/mri;@@duQMAsBL*!+dhZ;!#,ar[8M+/+!#@GVOrPT1ft('16R_3lF/#;U<'1
- 9q8tdM"DL(Cr;^&#huA&+_V(_'5%&1pT%snhi9\9^<9.,P!,mo*%$.AN"!a(K1/3_'Bjp1@
- >c]RdI?\P%M!376#=+'WoIG&pAqJ<B4l[h2IgOD\U>%;^gs3.4P95174^g>&;M=[a8KWOD+
- 6iCHQ>\.k?Go$]c0%Gq8;3)A/R:d`/+]bq,\W/I_pXo$l`_\E'sS5G`WXZK4>,ks/(H")<2
- h:1+T@NZ6qf)o:1?lf0mf,d0sb)St2MTe[O[c3p=j)ZX'+;^"OP9enOq6rPZmP9huj1EdDh
- +gX*)F$0C1AMd=k,&(=?;c,DoF[n967gWrgZtW&[LEohH8@4@IiZ]9ae/i!W;R:O''7.Z^I
- nFRc!QZK4X!Ka,JL<0Igsj!-F."DnfdIN*['GH&:Dl3O=Pi]&LXWM&o<g%:><B*<46dbI0o
- %lMdhpCu4UO,29^*FRlRXY?4u&s!EN;:,Bc@`U;6OskZhZ3@=$RH);RIq\^bht>1)T[C;da
- q*!9b8.\u9&gdc'Xd'i9-,/ft*pW^,hd_7U"j?j.67<g60VoL2gq9364,7.kss1fmd9?U`8
- )r6mqW&(sGEG=U2M=gWNYeX0\XJQW;12AK.oos$hL`mXom'Hr`5mAW].'dbJM3&Ieml+]kc
- `>$G?!qa6$<T,sc>X($<">ck1;/#LLg@>s:4"i$X<WO[(?FMK-4;+[PeFa$QppdPP#?:c!e
- (G!?h$?lS/<plXk<hGY5qR7?5>p<IoDJ@U-U<th;V"J8<BF,[<E#2b;d`iETpQ5HF;k6')<
- &XR6-:5LjR"h2B;5AEMZ+=QQ4??l#IS2F[ZDAlD/"0W=#QUNPYFS)V*u!r=B&EGo/Ton+%C
- CP1c%^+p;'oj`EF&!,B]nRWEEEUI;O/\*_MA5@#>\9UF!A5'5ajVFK$TdXP:(:-IGCXFkD>
- QP=uNFE2h`$8``Xt'hoG59h_TpFPC0QqF.gohpr!gPjJZU%_)-F(phIqPl/fb+"PkF4gX$T
- Ml>Yll!k2b@nL<0e+1lZ5>jC.G-IlTpMj`qF_*I6GIMirF:9#\K6T)U(uTu\_4V9\6ki!0)
- :XrndgL$$efKU.)(YGK+jLO*JfB5^'qq?)p0i=LR=&)XAepeK<g.q(D/&ZcIC?%To-nG*X_
- TeMWqDEi%`<)Ua)!ZWIs:j@YN'HkKb;gkH<:W,nKK&Jn-f>8)V)ZAfHFLaWr]M?>njV`no8
- V"LL&Om?8i=5%hW-Q@p\Is?T0&0pEO]uFDOmaM&.d]QSOEIn=gQ!@95Xef0YEo\oAK0N>2b
- B'b&ER&VtX8;0QAW[p^kPp<bcc/ep$`31h2BIq?-hGY3C/Gd!#bXc$RL'>]h;(VC3NJ/a%n
- )I^i,@EKWI!J(d]0VSC_iS5KsU)dY7'#9kMTrT:Y9kG7:I!<Jhq#-:5bE+[5I5qabetJ3`H
- [YYGIT0O#Qg&to#=pfHJ/A$Ep]$Ep/P#@pP&@+5=P8p!7-Dj;&+]H.(@+R.md><GDceGJ<3
- ZKa0KHMN?+1#NoY["Pa+OgjKM,$mPG\Q3O`D%PKm6U)nspS=l#RK8L0$:X(HX,W(RemT.s'
- 0pAFG;O+,B8;FZ(b+QW]-kP4lDJS>C4'(n"9'CPk.*A@SO]fW066[>Pm2Ss0X$)=O1J"eOX
- g=<OuL+U'T/:)bA,H,8XBq*qP2gl^QS*9#ljX4k=^]F!6["a!3:_+5GgqkJE3US4*NR0AZi
- #EX3=I2Yh-pXuB''7Lj&Ok-_!&f6^3\mUpVP?Mge3cU@0FC"YFVJ#(B\eD#'K]g07N7(cdF
- i<^6o1F/MK!tQ.n0`iEO-\;1-^f+0eB%ft@@-PCQoIdrfMS_/-(*ALEn1D%=COi=B428^Xg
- tD93NWO17u*F(@TQ>V=h\s$=.Be4S5qRl2E@<D6(M(qG?N\)aUas>'qTaiT">r6=n/,2-*f
- T\"-Bpr_3)&-J/Q/4(Ep!o!KnE'5eWkAJ+ZNqg4j"uFrqlf*9#rmOk^L6Q5hU6)^'Cf)DS!
- j1UfGk[sNP4=uE)/6+D50\@P%hR1H+&f9'6:O`m_#P:p\FkA*hU'nFYr)*LI#CSs43VgGtd
- qn+F_H[cGePT*Q6qp<94GT7m^J2;>53EJ/M>?nW2WUkt4G6+^f"feY^K@Il@2\W6;JT85S3
- k:)SR`RWN>0H\ITj#npNXJWDh1jY@LDo/kHKS`Ul\F%=Y8P$kqY.ohr4A>[SC_>V;8%/+eZ
- esS*4m#Y(OMb.+0h:aZ5d\b>;=/[0?8Dqa."dk+clgM5T(\lg&Sfu@/Ll#^_=(3(=N+!.@S
- 44,J>9;NPWP8qALDT=rh#m)?IrnJ\2=[S-A)M"M-D5_3`Cde]dsE\/Te>gOH]%L!G!/cC.8
- 5g.Ah;ooU6iC-/&MZs0B\@/V%JVq/Oa>J&9E_9lK)d@81g43OQBWR?2C^7h_P!(`4B?+r(&
- WG_*glQ;EDHbThFK3G7,R]V5@<8D][-oVl%3kN1r^T9$WR/Lm'ZCdP0@@=^WRJPTk\8OM-0
- 8EAN_blo+fss9bo8$X?/D"-f3rpp<;$n6Jd@=FG*O3TZho8k@gUqIE]-j3JFiV2;gjFSZ>_
- 1]odG85nh-J_JiK+1N6lA79'qq9-p_jVCKH#IT)54t^_5nX8?t*>D*^R.RiTqSYmeP6TH3*
- j]J`%U.PeUX;)r]Q0!RMDB3"BN.$TgHUc<peA=9O1E)1G0<hFlr/<TQDIbrjb*IU2(udEVZ
- )c9$6qRu,G&O3[`KI,+Il]:5X$Tt1#*+Pd:6gTf,G\%@&-d=.YN^7e^.+6c+']\P+'riiA.
- 'H]ShH9F3='W':K4he>M^>2;Z1Q@^)/XGl^^X,!V"7a/rRrOR'ESA5ieD7r#<P`ae_6TnF[
- -uVfX4SCB:VDL%S2-l;2k,1V:q`1+\\j5OSr\7lYT9U==IWiLZ.ek*Sj,BX4D3F$ZeQWoZ5
- q31hbi4Cg"kOgh&YDU^L-[thtDP.p0]uriKO!8F8#Z'>JOtg+eAuL8d`CP)W8dZIQ/:?"#5
- 27*1@uiiE3*GCG3MY*5UZ]_;lM2`#EDG*%`n=@J=DCpb4=>+2Qm6s3;]pf(to>*u$7ITqIg
- IM>G&40`buAeq>&02+'YF=Fg)f%#4S_K%qt2Rfq9::k#Q\M\OCO)Ms^mMT$dV72mj:*0&!L
- &c!,e8Kj8<`2Z:3VH5759BFTq1s0LTRE_V8EAEfI4.abGe/AJZ:ILs6.("jp,Z,/NZRPPcF
- \\VB'\05mb.VPr>H>)Gp(]H:a'rY<PkKGuU=F+h>6T2>M`0a><Z2/O6DstYI(eEV(]5$F$%
- ]tOnCX5bh!cP<T>aq1N^G+Xb%:-hS@32fS'P_h)9iqH8"n@Fo\,igY>MCOCN^WpQFgk9g?e
- OfS]:,:^"mV8D^1Wr'o1ghGo2QC)9.dj5PcBAQVXU2lZN(FT%@nkh=#Rc*Zl2ZalW,>r>qS
- 4YM&=;Hi>*/Qd;c/IQpMaQFHr4^A^@Cli-p70C/sO5gVn,"[MP?"@ea)F<Ln+0Vg'(([uN#
- 7`/'`1CSeEEISNf;%,r.7'T%,!^nbJ<>J$nFCG:`nPj3?`j*I#)h=`0JK@>/m!g0L1$B$:(
- _SZf,KV]OQR>@&KUXC3i&m&MQkI'<.naIS&4i0DoYE3)1F1!oJMTF:@*K?ieM[FRPh.n?'9
- qfD:@j8V4O7UJofg]cn.nT_<##^*d'Q4P78VKF'1U>V@45P^1n>pb;Y7@B#1HQ1Kh^%Gm6=
- G\L)i3Ne<Mmi<)eBf.Ugl8I9frUFd62:f%%Tl>Lum"FpF2\eU_)[2C4,eJcr?8A6Dr-QY0I
- 0JVXSpp6DUkg:"u(CP#T`\7/[o"hSbYjMf5^!`pu$F53FV0OikIIGK-SGEpqj'.,="I,>aj
- qgMoHh?/78=9'k!@)af2Kja[aM@1(e2BRb7(mZ\0@ecNNMdok>/kq_cp-Fc#3@77[(r4-UP
- iWc`>F&jYaZ*em3M'fNB)/lVRcet9H'nb&l&VKN=q6=_BY"I.V!2JTQ)<f7G+qa")HNi:lF
- P!=WIoloOfiKRm_?#C3p8Z2m,gd^[-\f/3`#-)IbhMOH^<_''BW'Y]^Hfjqn@"283Tjh4<F
- aDE;VX._XW"D)8cR\$'WGN>`U4i"m\r<AqgILS.d,U#sr3F4Wd,@FFb&Re<sTL>LdlpB49D
- 84f;nMG3HteMt^pEHBIsD5D"om$#ba]G_sjijX1A?L7e;,(S7H!C1"!@qWaEOW[l6\\upDG
- 2o;luCNA%uI&h#I\Lf>Co&[D75Mu9c/0c"P2i[k/r-rShqu&bBq#B7d!J$75"$egV!FS;'I
- tn<h5<%O(@"\&2V`afAGVKD1e/O%%Fq6n65mUm5,D;.h71>m,!79F$5VTSM6M(p"&6]f8:t
- ?OPF>eoJbWA1jD%iX7JIg-H/Vo5",,6DcNM9<2M.l9#,RC')idt'cM*<Dc33\QDdTB/)DCq
- _b`>E(d@86!t1FCW<SE!R_:9"(K-j\b'`X7`dMCprgq!atV_Ng1Em7Jic5p0\>UK$e!<Cg\
- %XCP59O_WEQ8G.A6<U.GaM\\pdFeZ4nA=H_;Bkp<5ZR?UCj'4*`;D$GJ.T]lU?Alg)9%Dk8
- jc]\1C_Br+2AX/3Cq3s_DI5,TI`EcK&nJ)$@n]oib2uVTR;BR%Ze;"sVMdX,N7"E-8[1/,)
- cCDAG&B/aXZ0M.ibM8?F#H&(fc+2^D6:(O2]:Q0-]<.e%Jd]`G4adaD#9i'ouBl&.6q./"*
- 1a_A@ctZ6<u/NFUlQL4'E]lk``5p%do5%=+NhHr>TuLD<$frNCY*`bbT?Gk<0_[o:DXJV3J
- 'Y'h>T(?Lus"%s5*UGK!;"Hfq;FTX[1jRepKVoVcmH_7sY$!bt_,WK8U-<4\]#C5#Td<E?'
- KHBeT42+3%=E98/(93>sEA#tr]ZW;D">&.,R49ETA%^6e:iF2eA<Rr#)(i^"H[<dV9p)P<t
- KSjRS8?e3t,"1/t'+r/\Z&q0k`HraCXHZkG[T5"`FKZP11h*e2Ou(*[d$s'!G`@R.2odFEC
- #cn-Nn1X$W4;c&A*pR`C51Im#n_&c4H-b43^u[Y+XEk:Qai2\@EGR4-<<g3PW(Ktb%m\"DN
- q)bCT?\mWF3DNIG1!rG$82ID_CJm]"F3g@,?0[H=e*:AFh#=bfes$R<6olP=k^H<cp<h7+o
- =rIAgNHT/eS>j..#&FZ'!L4"#1YSldk]cPc,'B<-9Le+/#t>Ur)g'aDQN:4uHd'o2"D&B'r
- s'0E3IMB14cUU[cK4?>bukm\n`FHi1kHuS^![4]L1nsMYBJP@m71OPGJZW#YA:FZBg0,8CQ
- <RZk(.`GGgR85>E>d9PLelU%?B.dce=&uV]A#n,i$J*GKRWDMFc'c%"B)LS5L4JP1@!RQ01
- ^8Qt^3YNVm_$Gpr=:FWK@#FO_aJ>R@Zf2tM:"f5B_s6SClXZNQ<Gpfb;EoheY(BWI5BS?5o
- VCLEOAiYelr#L*j(^4[W1lla=D0Poot;4f(MT!H\&>;'#qGmo&EuC3HD9EU=bf%;s\:p.^$
- J8?'f<mh76g8Y7B%8;Y'A7CXm_a?JAt6\msUojg\o=cbB/)r,-e^IdbhbRhtp>?jXldB.Hu
- te#.P#Sah=$IL_ro6OD(us+W5B"2`>*%cP\F61GHn`"Xj<i`[SF?)B'FfVi@jqDlPMDDL7>
- f8ig'F%Tc)4f+ts+7aWbOX[CiV\p;;;s]bF11Tar\W\D2Co*K/em7I,K:_\KIF*9F6g*q<0
- lpZ`c-/(Yc94+aFT.u`HC%RqLN%<q61PK,j`AajgHJ]A_4T)fJ*`9g6GslRU3&PPd@IXOf\
- IS'FJ!W[H;@2eM_1fQet06,Io+ip!NA0qEn(();d/QkicU<?ee[:KgSJ%k]U$(ZITGKEmkC
- t(#FemU1XBlAVm7q@b4Lk'B6o!"[(TJtg:L_D0^Z45G3?0chURhX46&,@2nRkShf\hpiUD&
- ?!T$ofXl+\k^%^.%hk)fQE"AXq\1[p[HkV.k^TiRnf*pX<GDTcm.JQH3)Z6+;O(09ZN6,Zi
- `h0`&If;p".;('M"[=1$^[I;qH!eZU^p^6VRm7@WW]8#0/"o3aU-LgE5YMAI6jGtZgH%Em5
- SGq("00/L$p`#G5hli7kk,1jI>@#="fQ1Ij0-&Z]JK0p3t">?CI#L"(b?W6_3uXV;n"T!\3
- #>S1o)0:dn<"'bIcM'/G$Tm.o&2(,V;C"[4>4h4=7I'`AMBp]OP$UHn-I8>=-NV2:CHr]3`
- /!@6ERY_]%Z#$o9N2A]%.,4[WkYMq17BC.!Q#2R;nW)f7sSff&/84gT,kb4r[1F?So(4p,s
- TgYk)4il"H0\#`%_@sk1aI_Kg2^6D5DUOk\*9IL#/`7`5GgP2sHn&5Zj72tbVWSTiq(I^XJ
- 3:$5sqt;Hp*CYhK^Q_nVnsDkX+LtGK^YE-Ee!Ro:!'hN43P1fsHj7B>A4A[m7Pn^H9P0:N#
- sb;#.eBN&oP6q/CduWc7b]d'BP%J^'a=LL5s%9HA9/<`(V;48X;#h%"<&gB)RN`g/6bY2as
- Y$\HonDP41`Y;m!h>@^,5-%_Fq\]<.d%H3PojT6?u'fMcN0G.Q+#Y/^,e(\QD2ZN$OoH8DG
- pX"4+k0A&CCU4Y/H,1cE6[HUF$_6]$?2UmDp74?]4&-6tarX?Ob<E^U>,6j%PL.s3N36bWr
- g8fU=0Z?/K^U`1jU\(c>LX6@L.lH5&Z\2/fVj+TnuL+$k8^@\P+UPhPko#4;-0n`TN/6Bf3
- ONU:[b?S5cXBZgj?,+1V3Gc8^4C>XX@)/:@WpF37FMC:M^W(Z;9FSd3""Zp#^!'(C7]^K$C
- r]4sa@qQ7%iAUX#^69B=%=45+a^Ia40cVDFZV]'4&jW?PT-\tHTR,*a4)0T@OoL[+@6`8a;
- !>AFFl@YKMBQJaB[RgFGD_Wg.7.A_Rml[ZcT?I/[a@eaP'<G%-JncO3W]GcC8@QAEufKBI.
- HEa^je\HoeGVR*Q1'Y@DLs.Up*0S/D0q6khmS,XOmeTZS55at%e\9*Q>OV9d8ob&cf>SGtd
- [WmD0T`:X0P'Wt7oM+&qP9+;(RjAn""ZbLQ#`K[c'C\^2iqFccQbH,$blCQ2CC!4sR^b!@H
- *5bW2'N$Fs;*>YQPf-E6&<%UK9V!)!XW(-N*'h;WLOa^PH-o=7Y0?8V9a)^l"EqC>GJTfua
- .1YqeCRTGerk^=42`8^r#ne9,;f8F_G&cV3Bg1(L/%<u6BpER*8sX;a2k;c8BTl-lcdH20[
- knRcBL'*'Ji<,49d(t2LOo@m$5lg3_pHX]qh,bjRcD6ohT-f8_K`Xr1>oaTY;=`6rO+^UZB
- b.UefL;7%8\PjJYlPWC58;5.q$?`3.WR"?;pTeQ[sN<EDg4o?/[c:lJK!;isn]lVPN):t/c
- >lC?5kp+gJ%bYe2Zm1r_c'\5\gem2ifCS0"&@F9T*;4S]XX_UtNCf\[k#FKoEi%"tmC/P/;
- dN$S'9G^D<,L%ecdTh&qCjM6r-qDHOd[RknPq,B6JBb]'6<Z@t"b/X'0uAm*;_uHbSM\VTK
- HsPU8AsW=I#bWM3`Dk:8I[f(/Npd95>L<)]mW/l*C7f34uW(%:Intk>t-b8pJc80<0=$'PB
- k)NjN9&J2q:VjNDD`l:g)%?5/aL%/5K8?TI>3l34/t@J`+n%o[TbE:o1$h`3n.F>g&D35Lg
- 64naoZ^@Tpjj<]+FAm:KPpB3P8=>6rVWKrnArC0&lm>@"[AD7:#UIh$ur#!d,t%<5)7]LPu
- 84#M-#>^0KL_cL:nf5nK(NPe'DH99Aua9=-MCa7BaaAVAX=8ahiKn.slJlj$M8=_V#SV=r:
- L9<+`c?4rV"R8pulU`OJ=M*))?&YV^5WsN]?($XS$ZK5goN='-4nV<@I7UR7QW1)ShAUH<S
- GV!?#2-S7=k-?Y/?;brXPSq9722n.*)d-f=5#'d>!j1];tj;"$GVR*bC/qbSR1$P?d$Ds><
- VZfmB0Y6Y[<Cb?_+K0PQk>LBhR!`gO9'.mJgPlC^$JLLL:B%*P9oJYu`auf0gHR9=8";`EX
- T9=-a1ES]&sQHSjQ+68a0^/]h)\KjbG5c2BD&b_XOrK?c@i>l?S0IMX93dE[ARfTjq<V:<1
- 1el1\^@G>MPN:5T!O/<B@:G(?hrC,Pt6/CrT</$WID+[Tpi_QXG=enVQD<2`@k$DW^\4rT%
- Q([!'&mhl&?Ht<!(%*,2=#$iH7?+2o?)TLV?;$RU3IMFq?2W90`R-".hkg3[mQP.[4j5nEj
- 1Y/Eh>Q796tB%]A6`mS^ikL3'cQG`?pkaah?@:tdG+p2a..E@`HTR,GZ'P/dZf1)NQ'/6%G
- Z>_i:VOsoRu#%au*34aF,kH[M2h"aPg,Vc;#/2$X_AI0jQ9kfUS)_]@0O!PZZLJ:@4'/[?"
- c"4\mq%_tB1%7O2,0G$/-g=af5XZfOuq7p\T\eF%?)^+@49S`8@Rip2?Yrc_@QY[]9P<K8l
- 7(,XnHVH(>">(,u%KjNXp3Qn)(>/im%ebA,75A3MOBMO:q=Ogcu4A8L;jCX9_Y)?u*2@#%c
- LY+'[LhYqA9'H\sA@0_<mS)P[[UeIKAGmle'uS:F;W,Pngg)I*V@KA-&'-Y2i=\62,!F`1`
- T=ai=A4V2@pJ-e?X\l<iLZo0()kK#eR?I.iRVT!jk+0_+6J$S2VoV'5&+4ACLT@&i`gQfh3
- M@W-qZAV?8HtA'7WW'\7[teVq,uEeojId0P>f6?G0BPSYJh)HI.to7>(AFApr]_Ib!;)Z6"
- Oqc@T_iK4EJekZ5iBT$(ejb)F>rA1V/&Sr@Lbcts9?+T8g*pdPHiE<%F!_+hT,%L$Pu^J[L
- CADU)0?3s-9QgMpH@(J#USdeqII,'HWATc,Zk2T^T=kq#i;`:=$hP+9K?<Cb#>o$gML8N&k
- @QbcB=LP3]`iF"TQKlA(@LfO"(2;bTYMqF'lNs-E_JAHpi*q,%CKC9c7Od1X.d%k_:[W=?T
- )S&UK58&PCXlDE'r#?-":6Ej^Ku9R-8ic6_mq\Dg5\.ak/O#?a6_krCmN:]^<H*H%ri#pm,
- !?#-I6NN'QHn`EEMjf#]YWE%$mdAA>YL;0%a^Sg#U_L;J)5*r__buhHX(#AObTck2B%S<ph
- SBDEN[/``ce/'5hV;DL9N7D:!0k3)4l^Ae[#cIdLm1A)YSuD["b](2%P51hMcNmnB5>AWq%
- TQ!O7dlUL^4pA8J-4B128eE6_>%fYdVa424`?BnFX-0f,t^@4n4E*ih0<d_0t2Xls?FIW/D
- >+8]gYOKjN`YO3s(D(QS:iu_7<dm@$L5>@a(3NDQF^J/ZOE3Iu*sFoB&2tM8:6JiDf\>hY;
- HFmjD][[dQZ`ZaEXaMh*h$Y6gN#H*mNrKc?Y=CsjL&meXfj0g*aNZ=.sB2So$4('#B+M&;H
- U*$Ak-l_/ukbV+)`36C>Uo;7?TgbZ#<q)<.;.EQF$%CE:^AXCLVMZh#6CeVfW/.S0%`D?U?
- s>6gMu"oL)VnoW[srinjD7FF0.nA!1>KPi"BL>,P);2bn>T;=tGqGor/o.KaZ<O$K]QF`3R
- kDjPT?&;Ta8L%oMY<n>kU>H@34?uI%?%pnL,:jNWomF34UV((?F0PR]Jj^09VAt<sTW$B<S
- ;_MjLkA%E..V7LS:0/u]:?pX^leOIsHPpdH(GP:CB_*S?G>C$h?'"_pAFjBfpQ"rgL*ghmQ
- M88u@Z=%L^:*e-kMj5UHlELd'C>KXG5+j#CZi]D`kV.HH9Y+0FDcJB0*lg3b]ptin?5L(mu
- Hnd13DuKGpe^P0@G8.d.p2Y7\gE;J(K*ufPL=_L<+LF-t.8"cg?.%kqmSVhV)@lg\(lGdZ7
- jSmpg57V+;\>DB>=4&#e9]WV2W][>1gEc-FsBkfD@mfQXOXQZ$p5Z=13rDWc%TVfPtd[SI+
- us&riXLUh>)2g:=p6oHDb(VN!rqWhM'GOI\9f>.^mGs9=\W$%18/05N4L-d'1\9p/s+Ag#9
- Yt2660c1J#=]*iLH9id<7taJ]<1[#:PtP\Oq-:pF16`(,ZZ]=%F#]^cKShZmre!J0;.u2?*
- @?b<TF"SV\og?3;6!U[ibH/<QWUB@X+Fn51;RG(f^.0n6SM;E[G%aKqfThRVIj*$[nF-knT
- 5K&0?hW-!rmhcZZ*Es1Gr9J(c;Yn%!Fu[Oih5*fdt-E1RH@!EURtaNW+DBB_8l12Q'EQe*D
- -[m:O+EZ.a"PgHE:&EP(%FG<>cd"+A#FE;83@7i.B0j`>^;ra/0ddc8!#@I3]+[Fst\45He
- Q7(!!bH$nIu8#Oo'p3V5Es+eYVoD3lahg`]0p&"`<J'\#n!5MDN#m.oh4:q_/VRbE,Kr?[.
- 7[MJ\-OE,$]IaPYn;K7p_m'&!&Au:$*+-XH1eSM$;+t)!J<;Bi(If",AK$)PHsI^]n]Z8!a
- 3h[08!jntLET3O4H1Ka`.<Icag,HJ.*<0mT.7u][&=)KP0nh59@DV2?i^CeK/(TV,gA0j'3
- Tnib`d/'2pP?\kQI&ID!sG]'AW7D!E6Z1@*g_N!CG.3\/%Z'<)"/t;3ZJL8C=f8+\GTs@45
- P_'\,!6e(!b?#1PLJKi(gW,u%@%L)i]`<HW.e=4L\u.Ugnn[;0!u<R#7`f<tF0?W]2iKEm[
- k%?G"%(1!2:!X,cbBA,7tV/"_M\VLNSp<C'`>F,6$DZWtq`aW2^4iqg$`5U>OJlcO@G?o`e
- 0Oin*[Hi1s=3^MLJqVDIJ7&']$%_$e((l/W3#F/r@AYY!LuI!SM@1(e2D'ksps(mZj4MpKN
- oW1p/kq_d/l.[B).$=,!uZ8i@qGJ%A!qrpiK'Jk3Q?35kF)<nT]b#EE"*JX5)l@OqG*HTl,
- G\AUZsmpV5igL^7o.R3nZTsCV&Jd%MRS,a0BHM50^D9],oO6D7b8M\F%66kIQ;XVXM-8)km
- IGn%8E$^i.:4-,QB=3[)G8.,$>oUKhh1ORcY;,+8#DLG#$:8Q'l+F33+"V=[AM7](:M>,nQ
- E>tUipX5/*5XfX*7akEh3DfE41/!BV<pWM0;_>$\?Lr(kt6PRO%Y1p_Qq9Jk&d5hc0WTj9)
- Vm5Oa5/4Mnqk!hsnGD)Z_=@H[]<(@E^L*E&q<nF)"b'gNl2(D:^[_7%?f1\Ys3LZE+2R)'L
- YuDQ_c7*g=;:m7&g0Qg2@(K`>)L]q'h%9*$mS:uNKJfRK?3`sU[`er&hG>^M%M8TPc5"Q`%
- =UGI4hB6@$_O)B84d`1FEHMSDi1E:$Ld_-cgn3PVRngnJslo=HoVU>*b#f<DTU8V%cn_W`8
- Lp.k7B$(=e@K<bh/07MU+aQ6^$DELgR?R+/Ge>0^=[=_YnkUpsIlF^,O3EA"*7\YIU6?4m-
- ]8/:j4,UA"KllCdNR1UXq>`E2$;2Ij>,fA:LQ"0AfOi`nEb8F!EPEKpRaqeb@`\TuHblUhN
- 8Q=!(CJ'l?[A:2jAC[NG=DFsa>W)f%g06,AD%cZS2Wj*T>C1^8;]WN\.?rb&@tSbr+i@"LU
- uNGBeK]a4aj#SjjsK,XS$$:i\^s,,V\>nscB<91Egg"!>jQTn_:LadipA+gZZf@'\@]5$52
- GIHGg@,`chEN1b\QQnoH&W&EUFj`'Bab-5)2uOb=(QJ'V\Q-N)=mY7B#;Y*^RjWd"gFDBcH
- P(E!DP)RT2uEAM'b.^6hh;AH.>8dN"o71-ic6!oSJiJ^jW.5tZh6d;0c#ctX"V)O1RO)G,V
- 43YS<f=&e.$</$/i)8dr3$r[dTLD>+V<Z$4T@NB$98a[g(R#7U^ASm:s\gFAsW2Lo2FGd)m
- ]L@NE(TZV&N-5+R.s6afX;knTZ*qS?_1s!]A8bW`dQ?,!o,fNZHa;&q5d)+a+=&`@Za)&N8
- BX;4jGg"!$rTc&R4i=9dhe57[SL*67*R<[ZY%X[ge,2".U!grC%hC->T%<.ji_#@f+qUaaa
- \?c<5Z8q$KsF<V(o-BFd[;3lcgBV1bRgFR[8HC9mO'ik1nh+dt2M%$-;;m/Er\rWq[8Wh`G
- bPo:?W4HTQ$6mdK63T8s3W:auP9N%p/'Ts,M7//:_daRp%9JrS0H4+qRM'>iBp$t3BsL%*Y
- 621r\(!PB4?E>b2bU0o`T4B7:/AhD!S^DLH#AW"KplQ1SY\l5VS:au#K6hLos<(JN:i9!I]
- =WXE7\t`3pAQPnb5,uKRZWAoQ?\\6*)aiDg=Hi,abI+(P`/MSHCPHE&q4>,uCt2g,enp=&i
- kDHCq-YEoFg/F5_H<(mSsDO!N`J3_7u[[`A+##UZ3&;(RlP,gA;+?uMb%"l,f)&hPI0[Wel
- o+YVV)]f[Q8ll8kWf8/`*>5;QAYiR;&\h'XsE1*aQtTQ)sD$`7D&rl>)fKFnOdJ]=2Zl9cL
- o+Y6bqaPA=]8Hdf:(2=$cVY`rJmV0f+7o@hgQH!cL&[caafT,75%?h],%W!;?;U3&>I/5(U
- S@G2c8?OpSYjh,f7*8]GrHgb81^>@6(%DZV!i_A-=LH(q:37!7sSe]-;B+<hT5*_1+p-/Wb
- \/O#a$tIR?:i[=:Jsd:6<195<&`uaIeN5-i*`L4%T.NX&>F9!IAQ\O'26>?/0lrfDRCV0f;
- YdK+`@To9Z\2WJfu[:X:6f6KA8';T.Q;#>V4XiE<R>nr6Wn7<f&RU+Zgo20ko3.F['+%K)J
- c]oT%0b2oUs]>^/F658ZCfHWg3;X<a7i[X?5ObesA."CO;g1p!qU^c15K4fq#?0B"oMd&'/
- R(PHjQskh2P2E:"++kVf"%g6]]mha^nZ0=.t=QfZuhs&HRAn#^fgPLp[;.NH<<!VXjDGR"d
- =^:i\)pY5;sqqltorYNO3USp&$Df<G*@?DQSUd&i0V=abbeb\01lu8(X22=F,:A!k3j57h;
- IjZ;:)&r2<:Xo^G5"pX"Y:+l'X37fF>NRqQ/Fu!5=o#Q)b]!K:mX"q/Gcf8D!6XlrCu3Gk(
- ?oZ#N,8!fcm$eRTWp'H!m;Y3DQL,rYlfn<d4dc3D&iaN#4,/YlmWq@bq,#QdaO6-e#QmDX(
- :W-6FMp;#0u:C%d^\8o[U'I\IDlU/S,2\QIa@e#gX!K$&nCM'_/;Wn\Q"2/Vk8t.11Z#fl&
- SPl+5Qp[b<Auo<14I01,<8`[^FS%*cHp%D^ap>bB4Egqr7d@.k!>QO\X#*<=LhO,WjpK+F(
- <&('t\&Gm"`U)[R^!RU--W^n/HF;#1k&^_[5&L.oc-PD's6%S;*6;Z\nI1qKcr6NNaYL=1R
- CrnD(jJnmg%%@/M<olrPrf!l#&+53+oZN3,(=$s`%WMJdI2@jjc&`G!:_=O5:B>?o!QtQ_&
- 1$MAmcj3fl7ajU:c0.c$NmL@d8@&Q0#$Yr*sD#P)l=J#n5>F2>o\r0A.W5;OCmnlDXNU*eI
- M*:n`'k:k1.cS#S-kV%g*++"UPe;nI)Sk1'7j2#77+N$8%#?X2t^p0+0NPo5M52OM)i64=M
- u$S^0kP%nt`[]%doZ/25ZJOP_<Kg^q9o&J5QnTY(:[#:5K9-.)Z<nlmFRB#?p=$Qoa$mKS)
- jjr+8A'!d!8&q_T1LFA$l*oZf7T[4K`YnM&r'<HZCZD,E[7cZ0l'[2gW0A;*l=T2+X(%:N*
- 1;`19BWR9n/CAM=&U,g'#oE#[Y)j;6EK)SEjT2II!YXq*n0p"fTc+N?cn;XCM"L"p5[CY&"
- D.H5dCh83_$*Y6"d:#JZ-^tHBekE;*Kr,scugBAkm+GD1WI$K0**/97[T5E1r5:\EWmSiT%
- FYcfV1/F0.@8A*:hN#g!IJXE5<ae7%KF\gF;4mni$/]4X;dJp*YY'i?Ao_EtKeR)PF/3+o2
- _B;'o5B-8VhPPHd0tZTEe5*s4kjOUrTXcl8.+4O_V>'@T*Cej!SD)^3W2!@AY(T.0:p'Cr1
- g'!E"t[1tI//!3sbn*6s9ABPMX5feF+ch`H[E@is!/TH%Q%YHADM&;E<c>f%#Z'Q>JRf]\m
- 0<d6#"htt[3A>PI(m>B7o+OPi],XNu1(haZ;^DVZA@AbmmP3Hd&_Ss;ig)4k1U6=<'1F`3M
- b&hI#rI[11'IuJ=\4IJ2=RA!0..oaB1e8mo2BQd1p\Bh/AADFSo]LuF,%HVfh@H6%D[9'JS
- @5%FFBkB%NmbnFQ5G^k<$'8:/pMR!S.^1026MV1I8#K!"'gap`FS1:t6(R'baGA-l_.)*oM
- >YiLN/na$.qIK(>ljPOti<q#/@3't$7je-/)o#lbKL/9O`S;/\$#)#uK6<QrcU1>P9]-UQ4
- ?6S.Ul;3`e3S;hRack?9Z<(AVsYsd)<dBlt0FBKS@QI?OV*403FERL&W.n6qI1DFlZe97+`
- 3?F9381(Z"0)nJK8Moq!2)51%FIP.']h.nO$?W*f;e[D]B/[dp2\IOPoXMVVI1155gN/2\<
- 6DuINWh^@).B$C+;%DP!ZW?"!OV<)'^]@/nR=C*@Ui^`J@f5hfjSA3)dqS-2&Be(7q@oYAB
- \7,!W3KpNZ6mb86%#e&OC#/0)ZQ#K,$6(PrQm.6YDNdX)I6%Lhf9K;*bppXS#X2<F8&URoV
- )n<g)J,(8F4dO(sjJ=&jNIFaHL,[kI=N=AH1jdg6sJ[kRK=CsL.*N@RHkf!U`Qe.c`KESXg
- dk?CEJ>E8G^f(3-#L:OW]f!WZP<R,P`f5QKW29Dmk0.U@Q(>4u<o6'MB!g-hgHV;Vk3*#uP
- :sgO(#7\L_%"M&^[/;]N^3Wg3FOhsb(,'f3:CjSaI9/j\$:GjW'FGUOG1UYV(NXdjjqtqY*
- [!ueJWXOZ.qWoYB#m%`f97^"4*d-=<",Hc0k"%e`Fs?&(A<`%%)Ze&PlS4'6<9cCOc*sLP=
- $/0C@jH#.hu.2VZR^GlLfp#Q&+b7b:qJ/I`<$iYZ5P*SC;Z:mFA7@QKN-cZQ9VDDX`'1meq
- 'k(N7qF+4Q?j8Xj\)$#nGN8ep;C<uFW.20$go?PKnT1Ns7/.l\&8K[p.rG;f-=a:Wsj$J.W
- &+iFds*Ha;DL=g9s(KZA:=s(XR,p3kU(-"&-fG6ajGBf1*(mBeYQ9A[9+!L=ciGKS.LJlQs
- 58>u";the%[Y2,\Mq3B:'F-0bms;6S5q['U'j#a%H[E'QNQU]jEJ8d@VcN:/=#$+k0IM9^i
- E-d]C[STZ9bUXU7=OsV"W#QUeXqt*qcYo6>**HK<O!S:H%<8MJG9d!p_d=6q/>nf2#&;$3%
- :(dKn@c\EB#a\=]0=*Y?ojIQ,cU>B2r<*/RQh&%6.9o<6Cik^_),4Lc8ctpK`Q"LPK#jLA?
- g`Xo.)oKpWOB*oXaLfU812Vja$SA78:R!R_$<<l`gK551#s(3$6rFQF29H25d4,f=:@fo3=
- 9HMGlfQBR;rk3'1AMDh)e39IErbq@Z:=Hkg!G.?h%6Wc;+)OA9C[`Lrm^S-QWOV8Z"q%nNp
- 2j([%J/7*!fE[R7l]Se-8+_:L3"p4LM3F$^E"."_>#UZ.e@W1"R[Hp?(cS<kXWd-jE]?:L(
- e(?*AV>ZMQD2i^(H%O1!\`JJ'ENLu5ct*4I`,[%$XaAbT`&C]OfFh1WnE6/pJrADp]SF9$Q
- >A"QU2Vk`WDk5+2RiCg=*0-f<(/b*$OAai.)OcT:<?kAlu6Kfu6m7\G`qPSEO==2M$g/$S7
- 7ESat*d2mn"#l&E7@HkPD1<i(hT_.qEeTG[?p<k49q2k\a<O>'%`E(Qb6$Se">*-_4QAkA`
- G-_h5gUKJeM\iU.B/T2L\\GA^ZGT?4@4f&n@8U=IJ&e1)7&VCOVVKl1,RVO*.EMi'`Vfha3
- U:mJfCT&]TW,9O-iCFE.FfCds&>1,G)oJ\f`N))CHU7V16,!a-(V@.a*5OTD>2-bqkJ!GNi
- M$#g_>Fk\O;n62A`tFb]E>>T_i$I;S<6gTq94P\du7A+_:;8NW-,?2^O%h@NHj'[et')6Mg
- TjtT9mg.XRhK2[=+Q<Z[*!5*)gZW'7Q4-[!Z2B4&!%#-,tctJ(/1pk$th=?>-r^UU`#-H:%
- )4E?A3$8=E;b\Nk)C-\?YMPhV+9>EP113[Yl9Q2@+2S?nN&Irb*?F#F+[\5k54aq6oI]rhD
- W!71doaj$<qc.gLfj->Cm<JF?]X?>r3U$<R?NP=3FceSQI$=F`[clPGS'EOJgfWCYSe#u;2
- _!g0s>p@Eq",o7ks#,_)f["7.''EI8_X;o5m+7jK+]bo5_tA"sp91e"8WS)M`;;VaH4bUQ6
- Q;F&f#\ND:fkZGpVum([C5+jI!B<_lBU.UJJGr.q)&G*NK^joaZ<G2r0^-hSMhI]PoGd:I&
- XZ(Xgs;?b<)E@O%Hp.D7[#;]'il-iC"N6PRB_qbk[Y:nFOpgkKY+6c+WI$R!JoZa:*S@h=k
- :r5hlLu"5oaYi8+rmnr=fbl51\S8=^CkS-RH3$YMNrMjjTig_bbd/]&G7BY5[J4=Z0C5I#n
- i_`6W)CA65fl.##&T?a"GGLa#SUS*t2`EEeYrF_g&&]P[rf-qrP4&E?>='@_->2=nQH9Hf5
- C"W?;JQ.?VH:p*,H.i(CV-Tq-+q<7a`MOWOgDc>L*P:ZCZ'I%5gcj'-[)84/f7dCa)1`P6!
- 3tGL!Z[lU!ZTOeIIZc3n*ch2hc$<S!Pf*d)=Dd;*J%l9h@]9b(\++95G<lQJ`$[Na5RkKi_
- `;,RE+==S'kUtdZm5^qZjsm,);aTbSfG,^.Z?[]iJH;Y?N3/HRI>`6fo/hCE6T=4^YOeDmS
- 5#k?M5QSpSHuJ"f,\ps<AO>?R^#Qg$LTfT^`Xme,hhA*Ot([ouMkOHnN5<Mc:n$6+bsrN2q
- V2>i&9gK6VnPBGXOGKY*CK\%m4Vg6K;!!n-2'k+"$*t*6/I\CKqn%o'S'gLVQ8/rBW#DGI;
- OI0i:*>+)qiUL$7=t(8I7UqR:oPQl6O@\G1=U^ln.$I82:ID(/Zs*Vi$D7^$g1rX<:1ocIo
- ^72lTMXiO:]jh.$%>#Xch_cJTi%dglBPP\?EmY8<pQ%)omX_cYup@Y>;`#"Bsh.3QJ6PriG
- lD5m[%+XdId>oY?N,;Er6/l^u-nK<W2e*J&Ggd=PQY6#`lmaZ8k%U=##j>UY$HsmW1ObctM
- &3A;6FHVUTAR>2;rg=g6L3!;_,HdquYNDYE"AM[+[Ghsbl\4npCca^F["I'.*F--PM(H@9+
- d>SYZQY^:fTf6r5Y8[,j6:EPqNkOj,6StBr&(mJHVIXa#KhsKt=rkFCFg\h&cn.@'W^Mk_1
- "$nV/#R;!>*#f.!d"EbQ6,7k"$lErr2%7BAnLY2<!.73J6npA<9,NdZ<><DlFB]H2,e8aL7
- Zj3V*(KIc,ot%',^CKPdKG:u8+J&S,KV\tQ3i`Z/=S$/dY+MI8\h#T@`n8cYq8VSjM*:j1A
- &O>!j]bg@a,QccScW5Yr#rbo8MWg::$bb3R9Lgof*$6fo83m'E&#":inFN$r?Li&OfR(AKD
- 8DL-6bQdT!%r92d[L2b[/7O>K_"o`[c\e9*WA<#FQL6WMZ:ARAM>2-H&Eeth\I>LpeZ3)<U
- um<N&@2?eU@f=!,jA(`atQXgd'D4V6jer?A;=hsPkAD6b%Z#*^Rjff8[##3!TgfGfJF'U^V
- f5t;b&3s'[2hg@<hKQBnHl4(66=jMJmJ26>3!K'h'Ll+2KAbBO(PQ;-:*54"(beI:ihfa*M
- rNC)85Ye"junabq%c>\A/R9qPN8Dd87gn.DHW<<3JLWLAsoojRcbR&EYB.aAp^05g'3>+B>
- HckU`#UbQ)*Yj=AVp6RYIZ;l?]n>W0BYWG+pBGp:IOWgCCrm)PXG;F,]%>pcaAq<o0,gH^<
- X$mQ7<7]5Kd6pUkF6f)*7$r"9]l%q.341'.7o(U7tl-Qg>.#;J1q0&3ohb]>nu2pQKWpHR#
- H4VpW:FK7uVE#lali5,)f1BtiS%!Q1"ZCS<TgTrH;7*kV@j#l#i/XM4Epq@Ddh)>72FQ0f:
- GFRa*mWYPj]'cJtl[&QZ_!a@Vj1tD:042Zlr3(22qY`WGklJRAGM</6s-+8o_/PJ($@`Vg3
- W;Cml5`9kN>"Q*#`2E)/:e?Q'r."1"(5Rq88/D;,SZQ-+KA%cct+Dt7&'upi_W<fKePh=aU
- (knCJ?7d'LIKI$WFtr:QWOU-rgE[@A8<ME90SWV&lA\lp"EG!Dc*@.&k`B7u5<I<lDCS',?
- \@M@/>l/#?j^ebiKN;.4#eKp`_-9%@+-Kk[[N[i&[$A6lI:F[i4`)cn6X?BN5e0/`sJj0Wr
- 9bXO`Lkk;rio+>IF"cZ&-Pfb7--'7Jj75BU.bN*c)A^'\8aYn7d)Cn+;%2)>kk*m`%@oS[%
- ?;S%\QkT[rST6K^a%E6Pj+ad>!(3D9JMHX85pLr!dcOe-[g+Q4e@h4^raAIaM(hL,pC?,;E
- e[sGfmjL4RM)c;9%&)E6GNaH6`=rbBt607o\Z/PL2fsKaZ3ujk:S!hH]PDD/]P-"0U'K04#
- uNkS](8H:?gZ)8bVUZ4TBYj!TLc$O[3Y*coB?8KY8b66RZrpHSe1X4mFHiBX?WEFCk&@VoX
- -j=o!JFJbC3)8Gg`noq`2Hr6i(Jra59qJ+*(2dl7Pf+AsnE1u\\6W#\YVA.aEY!hho;M$:m
- E+%ib`Ur!C-;dhOYKTMc?<B*oW@>.d:ok#'hLi/pOlog,HKh+TMaUp$S6;t-8<7\"?>@M\J
- MK)*8.sS03CUJ;Cd<<2m.)<4Uo%%%8R_Zq!f3r03L5h,"3Nnnf^6fmaZ16C/ff8e=A,?at9
- P2OPQ8^!=oS^'H-'-.PB-ZdpP*38JeMBcM-EVB]PELCIat%0T)ORH45h9Vn96Y;ZE8(bN*O
- LA@j;`^6q@>iW@a$ilF)GR8\T^O+>q;UjaHagLUVJj?Z-!qLLtW5)c=u&!H$Jd44rg;%1!Y
- ^1HZ+&q^)+fb?T[M#>e$pUA#Kg3l/:nUXRi%4jkScSmltbGUnCg:JDe!Ino/T\TbK!`;#2+
- '%YYRCFA@bA=2&omjr^@CL%E_D8P!PR-[lbmPeUs596#%LVAR=>j#UlTBrJqHo]I5[qL+E4
- D*ihs%\l=iND_6,8#eF6,ujY4$L4E<X&WW2jYZ^5o!Mq^R:SV6MU.W)17PD6KiHXuS!d9!E
- QnjU]&pN,Yq+XUMj_T"f>tiIllLATq<#WJL"0[So(e=^7mU:+$"YqEKX7*jK3BcmUMU)[[$
- I1Q>.[]Z/UWtoZ<l2J\NOe@*2!T>>Z2(SXoRo;VnDl"Y=e9e2?Lr&-6O70lS<%R23tZ%)W+
- h9D0`:,m^q**#@M@2J$F/4`n6b&ASdp*Z8QmLg&!^AD*=`'G)k2.Rb2E[J-i86<o;FhKs(r
- )^&uF.mi;)VF`+nG]6AGehAaL\(%Kp>a40LIjr4;=]DmF9('U>#"lE^H)1nG="i9gEKc5=`
- _e<?liYZ-]@@+0Ppp&5A\:]b",KE=E1[)e;UD6!g8W+-l0;X`e):KR>NUaJ2VUXq"A%[5N1
- &aK%'aCDn9SnnBnlEkX-RNpdSQ0tg;X#&gX^u`o=0fkBXEf:JFXkS%U./Y:foigG0"IE,AT
- s&8^ThEFkLjYTK'a<e4_N'l)ftptcl*E[faSJJF>SNq<c*b.bobh)k)o-O>JXL61T!8mS@2
- J7T5![T,"'FTg_Z=!GonKF]W[OihIk&X^G"btf:MT*J'iQa8a$Jjlk[H.H2>9Yl[<u\p)_9
- -(85J%LL[A%g[bF6g$uh]-3rIY#D7Cf&VGNi#GF7?k@%/RF1@jg_k0GWiU/`!GhjFZ]R,`<
- ?:+R8/h=p]Vj-bbAH4`62<Hma*5I#?qg$IPk?/=d_7H!3E]m+[I0]]t*fL%r_kaT5V)"O;.
- f1eJ"9Z6*"L@SA3jQ1Te-D7c1qN!11MdE!ZT(4d@k6mTZ`?2EZa;OC[_W<i/7]C*K#]sJ\Y
- I<j41l=pEJLno]g7js1isWmK$q:>8\?!71qXmB;oHNT`\"HoJV[/-&7,G=%_X[G_HYI*A1,
- 69.)KdL_LsC*PUaPg/&K`jL@@A-fRF.iIQa2U_^%"T1c*$;1oBbeLWFmr5[B,c!jDM^YRB>
- Ol.ri_i#W![^*A9/)hc-0?p7NN5&1M(CZmaNlTUdI^:T@mEUpimm(VOP\J+Hrqsc[6Q:01>
- 5=>%I_jS8B(qH_F\[nHKGoaYhq'nK'3W&`nF.ja%s#Mkm^][iV&fJ9%VT%$e7H5u8>[P(:+
- i%j#]$+WXHjN80YJsMFZ]hYgqm&KJ&&s`N4(JrCWl$oE`kbTa(aKp6CV).8]YTOG7jCMib=
- KJ1*N`hh61c9^6J93p:R[Xs"L(c.GUtK^/],^^8*#*=oR075I`MqIa:s6I,B3pt0`[Sh#@M
- O=</8PJLrbg;aJ=]NQs^.9GC_JT^!hDIZ[\n&4NS4c6faEJnC9L&j.9cAa^YVe$pq[=6p?8
- mYj=inZq%jJO2R6E8`LN'Z]dT^9Y"+s^E]+6o,C++ogKLbb$q!^4B"J&Sjc=RZ8>ZJgoE["
- -d'gq7D,e=#s?!K>bT'65VrX6%'rDBX.h]^3nlHkS7KFBA]APs^s$IJUhRG7C-`PL]52<"1
- -.nc'ZTKY9Hl[:N5N#-)U)-oXSd.U`-!o;_FJ+QUssV)r#mol3!:?c82PnAoZk\aK?X8@9a
- oFo1t'&lZ\Oo\"g!VVFP"cjfZfZ6Y@r6;fR<pq@#!SAN9$"iS<(Rp4\6VWc6ENb9]O6"QUu
- "[\;ZeHP7954RQdO::83_9N1D%`m_kmhcJeXg`1Xjrn<!RCWMH?49D;%pVn[na78oesAG=&
- jX2!Fm7?h"Kq^G/H?-=Ik9/QXRoX(>L[SRYEcm,bk1H.t&B0bL`(4<bf`+r$$^<?H]_*i.a
- 'Z.l_%)J1H/C\^aAIkm_a0_"!a%XRBjN:=fG<u.O8!J7O^c6p.e4h5,brltBPoA&h)q!1T8
- ,.1[3'GN_+OUuJdNp*c0Xh6OEsIL;(ZaI@]T>;SOhLtXaZJM-7$U.SjjMW>c>*e_Hpk]5kb
- uFhdj'jt]8o_:SuFj?WC64#r1_=Z:<GEb3Lo_;7.n<B<6o*T:P>fJo-M_WW_^#g\m2L>1]t
- __W6b+Bchq6F<<1#q#Y%4kbETP1X:.p29SPt@1W9W!oY*uj'@=(r`r/f^eIG(h`R+0Db]ON
- AKH<u`9?adY;/KKfKHgZ90``"0dEN_4m9eE*@+FpY<Wmo,pd"s,0LHR"en&IEF_B9Yg'>]J
- #O"F-0Q2JDhoPI<c2_4s'B$da.b>Cb;S=U!*1"^"k0j/r;\_!bV!?DZ&5tY'dnK.#qs[O*(
- Xn'-;j:&+URFtQJCDH81)0F\h"XLCq+lrN<")pPjSR*l!)L`U<(sU;"\$"n!'8',e<IGlUq
- #(]"PFD@<7M1Pj:FuG:XG=>]7!P`*E,eO5?1(`eQl0KD%T(Y'%tf;]Id:!7*Hqg*JEW\"qW
- Ef[:3<.@G4^jg1@)6D5Ge@D?H7ALZ!K6KkT2ZXP24,g>gfiaEIlf+pD(]f%h`A]l2>hP>\+
- 7f..*X4QSsgFMp7t>GULOA=QlA&D*H==0,!F]M$B\n]E)B=6ggWq]+(k+'9NUe'tAL6i0g\
- KuK"Qc`N#YZiSZ=!mf[j7J0,ToEJ99X&'gs:b@aT4:>-#2q]cW=Za#o<S*Rc$<_2\eKkZ-K
- Yp:m6<UE%7l?fBob1>RSif.Nbe/2-n08(O<!H/N!+i'7Ff8W#Vr!^%hOWl6+Dc[$%nL)Jg?
- n=bp$^cAn>@[a$?/iHW,mL*)4dmI?Y-T('t)dni`g3Y>C-Y1P)!+DkZ;o=f8]d7*:-TlmGJ
- _ocLnuq'n+4V_TG8C?tFlD9nH/@`j.2:^Up.DQ%]klL9cMh@-%5jbZrf#Yunu'e87_3%7oG
- H8^K%]h*bm]<4arWf$s)OiM/Nc$9210\m<#(6%,0;SXWpH&(PM0<I(.l'[#8X+Po"&L1=&6
- 0Ob+I$/VO.hR4ojXt/M//621VK7FX_b&-#O0]Np'j!HO>X*TQJ0nm\a_j0q"2>:/Pc<l9Fc
- 87f.:&<I10&)8>>GX#X[$oaoGTS6F^>1Y7XYsDen6?[t;iL9P2?qr);E;/(e'.Nc/NtpZ$t
- Rg6gnd;A]g<m%M3L18^d\rArY!l6dTn173q\Ta[MMT5e\LOaje^U+MDenT\BqqCfo@)hL"t
- Yd+PkibeTPDtNZu]3G2bqo=oKa)n/qkd=MdHP@^[iM[VFsE/S<RL]T@#`cl7buGm@q;B-qZ
- ^2KS%HXbIC-#C$uMNO*,C.8CoYj/$a&SibBU6=\RDA*fW8D>n&]5`^ShcFpsQ4J64ZI'JD/
- >UDs>Sk)e_8R,6f&f(dU4ppMmaQV'M@+8@jrf>5,&&m&'guadY*`KBL'B(dUiBsa/A-uU)$
- g!(9@=g1AOtu.->@l&V?)<nHk$H(;%H[k'iW`k$*b6j',MDK1d:Jss+<(Ia?A/qKJ`^ib[V
- Y6CD<f-Cg0eq(W%\JGI0[K.lR&q'2RDEYBntn=#!d,-BM!pgGTFLX-gj"TSpT48I,iL8lf/
- B%#/B@"G3BD8BH@.TV?'Ur![!_^A6t!>QA6S@Le:\Q74(W/-ArL;9NY$tm,G!HFb\u^:h:7
- XjX#h!7[)q+-#%4Vh'si3AsldC(XQ`W5k`pr`Z"*df\'gC@Er1jopB1Ybj$N`)-,S77\iO\
- AMhu82"#!HL_YUtAHV-\K0X,PYQ8Lam-<a#C=_h@i1p?DG6RJ2lULI62Y6B+X9RU,LTi$-B
- P;1G4CaEIf+,E*VS"<04><@Tde8.Iej%c8JSZJ&A0R+K1nS;HTPS'8luiNuJJ7C6p1T\fCp
- h8n[L)0;c04$0jR1@/rfCt'53Wf>>hU65580:\PsBNCZS%U3G#qfUeE)^Zcu.T'rnQVI52D
- G:D<f1/rh$gBTlLq-d.X6Ne_kI;j^'!?DJ`S$^_E5n.YNmW=tQN;h^e-h/8jW&o$ZFTk^3U
- HC%"hPo-Z<b1taOtFTE(GB9)h$Q?r#,5LRQ!>D;rmjga3k%.F8allSF$mXe$f"1]J+E)m':
- #6qq"UNBH,gcVFkH3e2[W9h>I@%n-Mhb3J)U[\PMD''C)0%4f/cYZC9h&<e*o<.J,]P3tjA
- Wee<[MeV]=MZ??oqrk+[ial?+].>G@L",i5:")%V'Op[,lX\us!S(aA-'29L"K+PJ0K$s/G
- >EDp89Of53mtX9nPucLU_X$5B$9$E;(&%#I&W3kW]8"DZFCZ8Imb(G<"2$4%'SW*fiDGk.k
- p7^qPjoE$#/,cGWen"RKJ_.<WJYk6IXr7b@r9oSnIpT$:Mp:%7#"fQRnbmh'7S6gZK<AN*H
- Y*`Z#Y(F#2F`b-/YIbEOi=4p)HD8tCGgq[LXT68H;Ad74/0:Sb=?Z&>Dp(<s#pEoSgWV/iU
- RYWKtGY/.l0S&n4p7H,HB;bTG`s1`i!N:>Li+;X)XSUPNqVuhh=F1*o=9b+8l_B&QL3d':H
- !dG^>D;sgG5l(HI:ridC`e-U*^am:6<D3ZE+afBG=CSAalJK)=;Q_27gmXe%/>knHtS<M7u
- M4#&`k)IP]osk7ho!I;Xn[(bD)DW<nQr7P\$GUQId*Z=-o87>:c*`I:cjZe_PMjiVD)5E_i
- ;#->)gjGkrduRYV^_-tEEN6j*Kq!sfG6LSk&@j8N(qL?LaNY^$FL=,6R#?RN#U\*O%6m&t)
- +4g5TcGI"q![!rY;n&+4-XY'Eo4F;[:F5)Y#Vt]O:q",2_Cf(:R?A8:N7,V+er"b+d+FjSm
- lpqd$,m/e9Tb+_52A-Wr6)$(>PZB4I$)SQER+uF:+-/mCM3]]Q9-f]nAJ2O9[T+rG"_<fD/
- CJAkS2!@PVDR^f4J,G`'KQ+-Kgqd?dqic!17(_6;s@_JSQ1YKX4=6OPiEgq?EVoH<Z<?:c"
- "*56V5ilY1md%>](=mh9tZ1]&#(6S#[b1Innn*3!MWf4b^f4Yo(,S2\$kKjB3?/SkCIP:ZV
- +-N7N25S.@"#3ZT9"8Z1$NKB`Y9Y?S*[Cj$a\Ib//>g'ABDS_!CV^#3i'@MK8$M8nQFq-9L
- >M+#MLF?0:@VbaGCludY<E?@EVb4#+PhDS2m7a(CL4T:scYMJL=H[\.u.Zp(jqu+8O^Xr.E
- '0abFrrBir*"3JpVIU8B5qlOa#/MHF,70d"PUd)-_*Lb,6Vui&%`AqV2AF)L.@Cf:nCUc?)
- ++-97?k\dCh\dB$)f>(&\N0)7oAVu+3/C1I3D,o*/u/a&gW_ea`:(C-cseqRjlJmUnoQa'"
- kV&99RN2/^)TO_(j.)/AqN,U::DI&RpU\BbuR&jZ1VMXR/*q'?p,4c]d_o5L:)R"[UM"/Ib
- (p'MT<2d?JJg8(&*2,tZOLXY!2p'[8L0e!/8JI@m;iP&LH?R=kX(jonU^<Ae&f<n/<I+CJ5
- MV.Wu`'tn`o=-_$W?.ZkTB42Vm-&l?d(+j,$&ge'UB3DZkV.eS;#SUh(p9h/BgK*MN8Qs^L
- ^Mqtp*R/O(=%1VHh)AosG28fs9mIRWV<rQc(Tm:UhcK4?"qlY+!J+W<*Y!_Z+DqjHQrmB.L
- 1/_k-t2(:VC.8](qq=%&uH^1O(5^!7?HQ&IS5llGrATcAQ`_!Pi^hPA!uHsW$"_MRD*a4B3
- FYJT:guY$_ccf/qSj%LjkM?,'muUV]t>^5`Y,uRQ-Z"$"gK1CPafaR\r4G^8(%P-H`-$$1a
- ggD4=k_XDSBrjC9b\Wlr"+43G:J/c4u3^+YE%"MHH^(C\/7N,oiSnVg[)bAn#p,gWfEX$+W
- `%50T_[#Mg_g2lZ%7+XCMpJ'*.Y$7%=ohITVf=Lp5\(S>G'>X0^h6Z5!^&@!Shn:]'oATI?
- `!,2:^-iJ3_@U@N#Pl`UV$q[3pT5#'nJ"ph`?+A?'F86s>X=E\!IuhU'0k#&I<.@#p\j!1g
- \LgjVrddT+2@LGJ!*C3*!&=i'nQjB%`-/_?pk<P:bDr;fGt(PKFrf4:'s9h/Ht(N),N\VGn
- 5G*/B4Ef<KN4Q.^a[2ec[F'n?*HU`K%6tKJ-Gc9kZmrBakj%3EqU0D_6[^&(`?t>jJsF0*U
- 4DfAoM1E@lZ.`W!^k,Z.t>8Vff9*u3Fl(5kju/[;0=(YKd9A;mZH1=fRN)5As!Z)T]<7XWM
- AKPtKt&YmB;m*aTUGp2QA4uDeceVOZ6O=b?:25q#98W.#>9nGhmGoYM5K4ub\8[c`1hV?kB
- =d)S>:,dG\hMY6PDpjKX3&^ot*".NUEirD%B,)rPBo6ou9ur`H/EIk^STBO^c-+-gkU$D,Q
- nF*@*%+N:SOq%JP:>(Qf4-VmUsO9[e_El#D`-ACflsc>i#_WMJ#<+dS51To][ri;hQ,*lo<
- *4!M;7fdleZuLIX2FP<\hObOV:NP0FI<p$O2\n!)N:d^R>HpkVW[>Zn@#.aq[9WKD?FZBEO
- 7`rX[%GWXo9bD@F$48*L1#Uf<A;;Hcddks[%t<3DDn!QI4;WX4?Y_@aZ=D$m8T/6?f4ACJV
- .%G%XHL9U6C6b%=OW^K./Yo]akfTd+bKhn^Ajseh_TYT3E=GkX@/lgQ:`FB?cN,aS.7TdtS
- @ngZsEOh`4.b`/m]QIo+'r=F!nK-`^;30-,6!)_I+tNnICXOf>':BpfX@7n];Hh(3=Z%OBJ
- Q@u?K$%4SpF.Z3UQlI\c:Z\#.j]h+Zr5%Mg0&JL/O>ekEq\'X8V_*D';BU_,2*HnRkjBLe!
- a>*BY-3E24`7PRo=Li+">*IhG)+^D_^G#CRmO79@]U%B'N/0kreCN,T4(+mL!Bk%##81$%c
- ,R#%8,f":0DaJm^SAJQs)/E5N'V:hBlm'gu_Xq7da6LYpkZJ$7u69VYiGJFTo`!8u]E_";X
- R5eR/N&F^O2TR2[WS3KNbp8+-p%Un-UL[bQl`)r'5@Tl5c8+?Nlj%sfJid"5^XZ4="lP`]j
- I>ufP6H<(E*okt2;IU\5WKA*rj@Z=L@Wk>C'j<(tg::8TKO)_tEj8(bX]]\`B4]Vs/k46D>
- GI0rNYTSi=+&4ZU[<BP9hI\&`i!4?5&b;'(.Mq'Bk!luG\mo$`okMe-6&MAPPPTu\,.tTXP
- Seuntsadir`t:Kr1/^9ZP>)/M:mHR5J$^f397WD!!pT[ec"s>MF;"Xl[<dqPrN>gP%R=6c;
- 4<P3$IHs)[?jdCM8'Fko3/Fm#(,T!rn1h<g&BJP`6^]-h1VXdQKrW1k+*6skR`V7!b7f@sM
- BD?F<;[<DQ+g`);oDBNgF`WkV^4/6q9h:]E[!&t[^a*I,*l+Qi"p(1^BBb+Y54%J6$*S^mN
- n1G$`pbrN;]J"qWc5"6ALC`BL4,S#!/&_4l)<2]TMt,X]a11:SjBRIqO&=km\OS+1>d'H6h
- He>#LG=CUb^C#;r%U\3V,[*8SFbNKc_6=]kZn=!A%6APETKX0d/'SL--;91L-o2`+0&kOT9
- D=S:s&BGY#Xhd=4l>=lrd[IG$MX_ZLhnU*NlnR52BJ44a$0mh_b(0s-nASI;8Su^/uHRSZE
- t[cX%,EaZCN8MJ\L%r[b28594<_IYdPqF%'6f)l%M7UXE==9A5pk0>.Oke"2Ur)k1WA-;D#
- "R\SGKF1&$]J`PA5(K\6I@lSV?\[e0lhJ9[P4(j>b\sj&nlog?up+OP?Rm1P5h4+$0?n9o;
- 8pbtNXn@.Y.hr`PmJX6!p\spD"bNC[IQu$O5<%j*+-77qOe)B!J+!:X^`!QrTIRtFlfMRCr
- dWi's6p$h0EhGq#lq%fK7WM"JSZ7?%-NY#!UOS'$ukEd?Kf[nktj(uNh$8iUr]R'lE$*N/<
- 9$IR]?jil_piLn5RQ7=H%(%XO(AB0$p_Z_Zm3Xbc]m,N6^j-d'#(gc-GnKDZ'iWjKNIcn0o
- :FWtPe4%e0u(cjpu!:EIlEW%5%uZU3HpD^a"i=RtcCQ8$+]9dl<haRdd&[80-<7l8]!f^t#
- Xe1XWXBpfHL<7J*V[ug%.COhl"B+M1\GU^H?/S)D3#b7rb&Ef_\msIH]I_)Y4&aAHR:QX5p
- ]_RV]q9^bi0<Y/63>6>.qlrEa&OQCkf)5&3rD?8fDrgl4Q560o)WBPj:^n1[Bbmsj(@cA\0
- m+:PGbec0*5UV>O3$MsM#mj4k\ql'DNO)PQs&o6l".NK&Z"[\3pIl@";.m'`D$Js8F(9.@;
- o33b/!@_>6Z_(b7J:Pm(U\=fZ\6j#7u/%-CG+dkT^Xk*q5!SY_reu!=:HH+7/Y,cOQ,!'d0
- 6;$EkTr0WtiQ[.:7UdF'0/0/F#W.+5.ko<?TLOOXfD9-^3M%PZiO;!TBGo-CR1%rh1f0`:X
- -=SD7fGg1"N/T241E=m&46SF-*X/u*%GnQ5c-h/u+&qp-:4XcAt'QT<M:VRVWR1ujKrW)'t
- _7\o]q%p?=.e9hp1:8WQ\LXtu`2liYiD:HodKK_A(pG5:-#4AQON0)B!mZu^0r!p;VHe,C0
- 'JE::dm$.T*20t0CVgm.'jmg^l)(4b-55--;,@5A7j6B1%96)mb]'Xm2iK]*tWuF1Gl<*qT
- b-.+:snfOp'+Z%14OC$?K&f.k_8>%h!G`E3R!?Z6]o7.h&^8%.Z"g&Ce+.3B+!I,SEB8CMt
- KE>1GB)p*7`ko9CVa!>'*WpJD:lEbc6V'diGg-Sr"TYonDAIj`L'-usq8nN//J`tOW!r%aH
- bYtl(,A/.D%'Z%-s;SPD:kruH@54e;/1\Et@rZ<<Y+2KKH!QY@P8M(VbVfLMnP2."]hHI1V
- 61X=[Eq'7ZY:l+l04k#"P5uWo"WS0]b#8fjOj>$=(p-Zi*O'Lc1FYb1m*0G9mnrTsF#NLWp
- lTV^7d2-SCE#+6'd49=PO]Kq1)ibnm333R2K6V+E6BI>F#S'ddrIS\dsgr]W4((;3)Jufo8
- :#`OO]P]-#88^d0D]CF#n5d3n2P)&KOSaM+sd=40^..'>mR`SNO394L<@0+e(VjbR!Dt)M-
- T`Zh[F?#uJ#=;"YDt2&(ZuW";7T)rMuOZk"`f'.o)k6*qK-EofV#ku4r:6?0>!&4&Z]rBmq
- R*&@sBCon\`'cbBD*E*nFm);CL,r2i11=>>B.euP6G`_MY7aj^]&cY@!#;jn&8+T^N1Ku`"
- *CuB&$alXmd)/EgCEf"1o@0<&<23Z75>&%D9+,f6;i&rq]+:.@>k2)Fp!l)X$V\a93jmm31
- 3GZ8h)eTp?M*Ipo>OJtq'bg!4VF"p!8\QD]H0g`;0EO[2AKYD).Bro;*iVOU%/Z/HlG<f&n
- -DjCi*(W'.t"U61m0'2*Dk^4&e+3M3UVhF?*oT;e<@<6r(j(dh>-SeQ,L^<g+b/d!%pWqc?
- a,+'*qK<IY;ErC7TUZ#ts]OJ,eJ;cs1L82Zf<e;6`HUIb\*>-BqF26faD2+eO1>D[tl$Yru
- P<Es[c37:_c'Z"&_NEpUt-<//8QK;F0d9^aH4*L.#npOk$_bS\&'6NnT&%i*T<Z0jq)isZ#
- pD%[l)0*,+EVCU<!P&t"'H4rI@oO%+=#C&e0`q#,A2QF4eN[TO04aF90GR/jPtsd6WFclJ6
- uZXJN4iiMDcX5F#Bk;m$MA&SrFe'7YSMt0Fb=AIcWH#W=Npq^\!8+:QI-JE2:e`b<Mt.aD0
- i0uCK-^+-SoQ4\Fe3:HfKHhM3Vo,[e96Q,o5)mNF?\O"\ank?.S0cc[ef+Vd?adDcG`l2Ye
- bErI;(:?h$GiiH-!s^4Wm>JG9_-3#.!h)1eVF)55J"9ACFE0SS(<F&kE%<^@W83HR/N6A=H
- A\4(N49,k*2)td&3G?jKW>D9Ot#+'#j[W<K+E0"%F=#2Q!2h-U)CM8[qG^+bD(QCq.Q[(HP
- M!HF'#tnF)/Qse^HBKXI9da-307-J^Ha^^J[`$ZpYD];[I$_r[Z;kb/aS+6=9QoBCp>jg`l
- #)gRHPc&]p[KXF_2bqtDtrj1!*oK=,T8tl5Ou^Cf`dI_$';\,OSBG)_8IA0JN_O2;U?eD0p
- dN30k=?SKC"SNG>0a!;hXs/@JEcD[U5825D?2HL$Z@)1#7S*-\endLA,nI1grk!BI3D*=;H
- sR,*.Olfgh-tC"J\/Ga+FoT(9@bEB'XMR&$%XW:T_pRJ=%U,?]qC;g_ZiD!tMc97qXq\9HH
- @pDD>KGMs,mjZ</#?C(*U\E<U3m;KE0J&.Q[!GEC&SfM8(OW!\]3VB"iq4G"Y(BM5jTQJjb
- d?4upP#7X1Ng#XKPB:mqPBf#)G>Y)JUNK8&PVW\82Ii!'@oa:<1)*T/fir)hD3bBsGDtF'g
- /SE(DeQ\(V;dE"Nt[>Q(RQ&$PVnkSdpHj2A!mibVtRAeGHj`J\MobLM_[M$e>o%Y?(2\II.
- l"^=Nc+Q^=ISIDD]\0Pg[-AZ[TI6Ie17&2tpZ^iB1NC<+4u4EiYhdfr_jAXnq"Z/laGGAfI
- Gr#(];_Q8`l00;/YkF8.bhMNsm_XeHP!AJuu=ROlT?=edrXUN^,e)Ej?H5ur;#B/EZWQZZr
- OAYhD&V0Qp5[tU/18XFCg=LijW\V%;,$[K+5Ve61#p8aT<PBtoMW+g7/e[:iG\!i/5WL(Z)
- gOqX+[AmBAWbK/*kCn?;`Jnr:NOlZjp?t(GeZ:XuS[\DCTR%@3U)/\oY$8`T42njZah4Q"/
- 0S.[+CI=q>G08uYLFSs)(U?j7t_[MYl!qnHP<-C(Bk^30\[[()^:7\-WW;ZB)=3@RkpkP2B
- o_0LKd'],$UnU7sLDRVG[_tM)2$W&X[>kR'=!,<McVgUUJm12]Hh:\?Dk.Gn'Y!9%$3hH\\
- TsUW0(DI6;I4S!C#(fUSALH+Tbf]"7Z=j1;_kDgSajO0/u/N#Ua2*s),Kgni/@WQMlUb2i]
- D!WEeLXrSWc2fdN%q'0sg0qh9hYXjPRO?]I$nuA2R<4i#]G$O@e1p!2PUU(oTcu$SlEPYd_
- Bf\qkHTI79-&7k9LV,4GZUM7pQ$F$;_j?_-d'L.uNMj"q`0ln/fVc1qX2S:e`LT;Q>*Y#9@
- h,#CN&mZ%HukdGX,S*FGs$Q->.3%MhKrLcX;m;&>a!cjJ//0](W"2Rr3=n&M:fM$f_XT,!W
- 3WtX;q:E34n!fPr!L63HQ*"P5FX?r7S=-4/08MKc:uH)+eEY3O2o]*B@)ZHkW<'(9\EX7GJ
- u/]0G/"..CDKd6'/2e9eTlD:2]=`'#\u>qre!K6mGlEudEBg6'lI?[OiGomKW*)iKZ%O5dL
- 8e[q6igRWdVB7>8E\t*i3FQL+XS#kSa*`N$j*`_<N=lmA'JK2$3+gN+2Aj4u*^)@[!=r4oD
- Z->grYh)V([T2)O;qsB%cELU"m'kdI.F3I6h-!kJ*S[o+hm8_`1Hc1:?0e?C'j+c5VLA+E>
- &WbQKsf]#ht2ib,5Z-21Z5TXRA3(,.=&nH):Wr4iVS7rrq1ZoD-YpL\J(Nmr\N+H2lg29j4
- oB8h/<#E7:/<;(."f7U!=]C?h1r`o)CH92%(rY@rVKh]@ALr&Y8)icf^`9P8r3!^JsLrhro
- 2Wg`5L^h8cf:AX**#L)^\_r;(*`V['r:LE<Y9*TqYG\'[*nh`FcoI`]!grJ@/;m9MC4SMb1
- H%[UM`%=LUQSf8qXXl;P;id>\6&m*VqQ`C&lX#ts'XaBS!^#U7Q]$I;d@@/$#l;Si_rr;Ng
- 5P>%rH(Y2l+9V:03"D$X6"'1i6:HM7L;P1^(kbX*_$%Y"nS#jY2'%X-;Gh-:JjguK8`V"n9
- W`psQHLT&i*&j/1RcQ8e!\/BD`sXeVgu^\$ACmAd:j;@;[==0VUI!E)MLqY9juSQ#thmGZG
- QnnCXrjkL<3r3=98,R;\%8m[G+"3CLtZKF1Y^r(Ee<4M0lto0A%6Jn043.@;u!X7P>L9@K`
- pg%":\qPKO)m)#VZh24`$*!bmBALI\)eC%U,F-rDe$f'>3J*JVmI[FoE*N)6[dGIlXLpY6=
- cBoU$inMo<q7k]qJj`@t`FP@b2eEQXQ*IaAc\(tP<48nUJAN7a$H+^k@=/Xa8pNlf;d*d&t
- oD8DLhk.s92uN[mn*C&S^b=r7!l3m`%0XKY;328$cu^E9_D%c5$%oI80P!OIj>.<6AGe_*"
- 0i8+&]Cp[4AVA"<*9sTZ%QI!KB3,t)Fi,UD]M>&jDc83EVsP_'IHM/,05p(P9`_384$.@;K
- ST[atfcj-\Oo#Pq5R+bdT5uZNRfn9Cj./&^8]iPr$Z`9\2.TKc-4::/d,74&3-#krhf5gu8
- s2L0XaDckI3&6;R\?&OdRZ9c6CI["1h]"Or\c8^aub/nP7YPrVRf[08cl"U-WK;H20u:K:C
- P-rX0sk%.h#eeOHb;]2ucEEh$=O`"s&k?7"ufQJR!@p&FnP@[m?AXd=8p4]8U>'?aCCKgGN
- ZY`oijh#G8pBAHS>^%L;F'SH.drer?A_VE7pP%XQ??`73HX?GdJoR@@8R,r&#XTeoi)h0_O
- 5SYW4H\T:2AhZ)pjutB@V,ssM^On'JW4.h8r\mA\E^)nA4iSjXlSd8;QVM9.`I`*Mh9iS/_
- Qlh]<7R=m(k@Nk'*B$N)#"u0asA*b37'],0f@gp6a2a9g_RQ1l]e\ghQ5jZJ;q#j+4AC/aK
- %63L^t]ZT-7RXgN"-9>S)">Chb.DJsFVq!RU'o_\*(e*R3%HisTR6*Ou0"N&NP'+48+]KZn
- DHuq.Y7/WiT(rb:N0?_EVjEo1n4To[L8Gso+,>,8.;q,q'-X/:tdk>2_c-pTH2AoHVF$01q
- ms@5pe/s>$:fN,jj&+<;1J<"B<AREroad`neWiY*<Vj,2BC1%'[<-#8`F5E;)^eMXIim:_e
- +J-=BA<0/s+fY1IXe9]qgSRcoDO/gkPP92@?NXkLfP:$:mWk:#"9@B#:%G>"u,fp_jFpH@O
- tCa0pjZ7+O_9^Ck/@uk">t_,U4h$Q'=UEXNMbc04g*]R^4tYc(U=]0!+iaZe00Bb]GmZ/Ku
- 8nG*LHb&YEcs7O'bm7+IaT=G]m4Y=/*"E#U?,Clq`(SJ/Bailc1V/\LSlo>]Tr'6oIQf^lT
- $p>7)fIrJ8j2]q2gK&`)8EH0OI+\*Uq>`4\aY"]R"oMUX<b^snRH:'_2%d27BVFcq*-Db?T
- ,TUBuP)d[W]*-4B*P@i):@_1B\NoVIbJR0F$<"N<OX_YUbu7Cm9g'q5oMl:NQB+mA]u=Zd!
- E,a(_\d<PU$Ot8r54nc(1U$`OYUNJbF+PPB2&,p1hMus)^Dk=L9Z%_J:UmT&0_@pkT'enCu
- \sn;KFQ`1C#:,kpPtPG8.PY#alY\SrfM,_R<Z49,o[@"hkmNp280L]JbNS$6@K>%+8fg5DX
- /;LC?_6eD`hnM:!r6;,^lSkgWFdO^=)Gf$P8t'O$G-Fh#G)b=Z7hGE!37QU^c(i*8*\VK(I
- ^36:h8UZ*8SeFl(bLG^5)'Sr]N.R^&b*E#dFX--I@92t^A-.<9mG1BIF8f9iAWmYsQP+&RH
- ViOq$9WaSC\lbs^cRiJ1[[/Xa=9QHT2$QnA*`GhG=*jCCCXmd8Q1hsoqZ1)@'n]aYTR)Z\r
- @`]CXdc+aDnt*M8*:QuS9(8/flCX.k@L*gN,!RAq;FI!Pk(EiWd@O";*SK;X"G(f):0i@5o
- KV,LQ)oh:qLWX-u;5E2YJE7bCN+M%2k$;DCCHI5o$OqAo3cmk0dJ-(S_EiV&*$p;VSHMY15
- 8(Oj+)/GjS6Th)VAiqER&5K-9V\/Z@28UXVo#l"XL!WKK`L<@dN:lF$L^2.lkgMud"[lbKT
- ('gu)-&M)t.BYehl#?K2`.Y_o5)T/4rO4Vcf0\.2\R!0'Lr'?-Y(*gbbQ1tk5nim8EcQ%J&
- :CNZ)3%TslZ?XsC_/+)//DTQtXE"j3q`r3"N^KC]Q?pE8=d!FJWh57$f4=beCoA5)[[C/;g
- RPNdmFGJt2Yr8-98AmP'3ViuPh+X&d;ku#,e<)=ku);jF`WftD_\-UdegLI.@tm*pPSH"gW
- ,t$e`Y;DqXiunB7')bMid\Q7pfOEQ1)[h^FmD&8[QrrlJ;PcQk!$P9#ITC*3ReP3sF2ZV1\
- )9bQU>'Ad>T&3$ndF`7igICOL3*Fk41VReL0)p!nc:n>7,aU`1h/(Q>GDP+7olP$)Xp9/5;
- Pa/'"`=n7K5/KL_COIF\[]31=Fo`;Jif.#GpcY[^1%,HmaLZQE8Qa69$bZiHHk%g"0F&a=>
- FE]Xum,=Gnrc>[+(HU"2n"-l0E6jZq5Nh@STU^/eieWL\?G.#!\CQU/g,_^!9d>(LNg/Un:
- .jbsXerX0!Ro[.;sGnAJor[Sk*;gPC9Y?(#0>AagB4'hrdiFB(IRDW(Sc(rfIr!kmg?95"d
- 2$63-K4=S@I`qZ!FDk3n3QNrHBDg/[WU)2e1V>IjXl;a15jf;V_cQF\nQEDEF%Nh>Po\;*F
- *UHe)]a)ridDcN1fPA6Ihs'^>*_&Y0FbGGVr%R,-%,9mDBNia,ZW;uI)#.N]J?ROc^(["ZQ
- hQ_WV(LQ^n.9r:'SQfWO3f5fTWJYc(Lk#/NbC3:fp_D&;7@dSU9O+HeL(W6$?(ZTmmO^JC_
- n/gQ@@1C")-,qR\l;gjLF`4P93o=)oR0RP3*OjZV5NA@2/$eRp_mqOT2XQ_B\+]dTh#"PLC
- &*7kjur+F]BpTq^\>MRHbh=]__-c64A1;Z]/r8NKK*2VS,2QgH\]8/6+Dir]Z\O3ih<mC%6
- XNK4X0_fqp[n>e%%d!4_tcX$eR<5QoTfQX!7d.Ws+'Q<JG`o#.Sa[dgSE6*C8I%60o[Zr#e
- <7+Vo\E#N/8[LiS&d-bc@U2KB,<b0*!8.3Rr[/GlZd&?%Z0DRT_S5=;cl>ICq%p9LI'2d7i
- JMu#NAGrrn#^VdaZ;uO2K1V`Or\+>,4*!/LMl+f,>&!R5W9EmIU#J?8C0*DToZ\lQ(5e+a%
- 5hjXFe./#gd].B;`2hD(,Lo(Af/2h/3HD=>>M6D((6l/[L0tc#3+dgTAVUh@#Jbc)**>Xg=
- [eia7BB]^]"Tl>>_`<&JoFfrQj#[T-S`3V50PIigT<[:mm=rC_TXThlgqRfZp.3k5>ruJ'6
- LOdpd7*t^RR/KA,AW/r53f]6]0nkX?%Q4!5lGM\.h-B3gI?g"[$lm4GrS`lp@li6aRh$Zno
- tIq926KJLX%75jV(GZqE[uPH(^=*P>*7e.fk!:q_u^_/l$`+\=!4AqRU'LA5coTR=_sO\$O
- U8M$&s4HrE/Ei,d^",L=hgZZAA@D9B`af5`_jIA\-AJkng8aJ#n,\Wlf0-Q!&7^OnK/,-q;
- \]3qe7f75JHu[&F^+Lt:/jsfrqu9/iP"0:I7soO$PQej=5f^N'a2A8%1^YldbX_:p02-r8H
- -aEdq7.1N3?-Jh91qfkPdKMc7+tMVl^#Veg.8R)'Tb6X(iG)lG_`qs9PhaCI)o!?a\83G#F
- KoEi(o*#F+M\;#&K_ZUT:u=A'Gs.7U4D#bauQXT<13H9kfte)V.M2p-us.MtEgD9Jf+!D_:
- $h5J3r>r2RYnF@sE29%#=ZdZ_=CGW6tQ)q90n>dCk\aid&p5brk47"@pOcc^^Ga=Qd*I(E)
- ^]M#j67)D^Bm"`DF^e\3l`<;*`O>@(8D2,*_bbY,3]_kRLrD25J//Vt(5^<H!SH,%f9`-:n
- bgJsJ+&+g>7Va2B>16(O,t=CX`jBL'3n_D&%6KO(N4duUKJg(5i(B4n:(.%r,iQNA41l911
- Q:EfnhJF)29Qr[9-]274FKjq5u,#_^r/^fh&nA(n#q\&Un!-:3SDU*L<iQ.'@_iON;"$38H
- RgUL<*t^:jLCS/Q1CW;XH,8r@f<qGXZRDL4F:FO[)VE"0B0=cqL"WCt-gZB;_j<9mg\2AD%
- jF$qAJNW'q3*AIkLdhT#d3e1D>$PcIYLX.([#4<oC!m2+92Gf0JP)r0W"'^2^tl+EO7b>^o
- *`4!J++O9&"4WP_>X:S/J,Z7RkYO(m]He6ST-r4YUK&Bo=^gdU1]$h*p<UF-nrErY8@2;CB
- #9\6mn6?1%#R^`Idp/Bh<1Kj\2mNkt1+bN2A1gT!$;)TP15.m66u>lpDEjA_c/be$NC-Pcg
- IF+7d7m&i,t=A((8CI=:0^"V$c^Sg2q5u1dD@rolpOKP:f6i0bCrg#D'?S-,,Bom=D_)3h'
- UQZY#U]]Wt7#in8/AP/63dO=RD/OrK(.jP6Z&RLY,8:5TS)8d&0<GfkPY1S=VqReQ0=r9lb
- V^ghKd1JCaYQ<t,U;qfc*n&6'Y^7jW:6,t"."G>qE$f8SbAS&<a@HD<Vqf?CL']R)nt:"T=
- a,L%9&AV)nd;FGoC5kOQLXbTn^<ngb9eV,>JH;^!cAV4AuL?/19XcZi4]j'=,>OB0d5\^O3
- H9Q:c!8(!M/X='#2VE5?56Yei/I49-Ro\%k+cW$O1tp3MgR8;=-s]*INM9KCUK:05%Ma3AA
- JISN!E=G/g7:f4P<<$cm8r6NfC\?1":El[buG2pfJVP,'nk=!Kq1rFa@u1k/[o%\-Vn+a'T
- b?[-uT=BGR(XkhQ?*M^$K(Mm49*%#N1&bBPiN$.#!asJ7tBPIDsck#%(ZVTd@e2`B'pQb)8
- ^3e(!)9Fe9i=cF]pH.")YqNHEPgdb7^Mc5if^FQ?;AHXL'1h1\MBXW'nZgDj5K<;#'O%"Qt
- nhpj<ahAj.3<E3?fLL*uiPQ2LnkWf>KE/+^ELW/Z>IMcLR).B*T+5h33!(M]NE<1VMXNgEF
- 9uadCR8]=?=flM[Q2._.DV<kCgsu>S'W'UXrms%-`td"U2?C^de6jkQ;-\9MAU7OG0e$\6a
- .7W<AdI,?I+mZHdG9@=]^4/a%Gg]_`0F:m7.OafWRuPki?_S,i)YSg9STKeLP$<"Y!ceq7:
- ]^oA8-/jC:XM[_uU_]?V;F!%+J`*nR$_i?]HD6DC)E5SfuB,ZG%a:"t@<i.^K;Rh'JkkQ7c
- Y&eRJL\a*'2[r\DY,#FktO&2":LAd[RHY[`R`>9$.CX,pi)Zt%@fi=tn9MZA?j>6_<7LA5r
- #(.Vu^D._XBB'sRQ.J!f6?H$;.\^1`oDG*<moq;Q_f!ZdOV9,X[S5?;%jVB2p"[:W<EM<'O
- Xk$L@VCUbG=4B[8]D_oaQ7tQV>Nf@?<3BNV`N81oXeWU<g@er7[ULL73Qlk^:Bf_6/nSVS9
- \rSZKcjt0?+Pc%NTU5+Bl98OI[FHgHSE/&#>coSTPB"5\RG[k](U=&Kpl84,MBe,hkj6-[E
- Q7"c&?fDg'fgtV9k3&!92"L\(4\i2D7\ZK]#k^7toS7p+r3[LtD'Oi2*TdSr;"aN2.5!@+L
- @ro1<HB,Na,M.aT-NQplaKEJGSNl&NMorkN=[_,_S>#M;cUQu`=*=,)eA$IiSH`Al!5TYE+
- QR=9G4k'FoTUsRD`jYj!t9gMiD6>-e+im#qe^!l1.W+tIL:1dbb[YO/hg?UA!CHf+qSd];`
- [`!mX[!lRgArtbJ\fJ9nPDrcN^fj1f*&,[SmV_3*Ict[.qZg;4K^?qb?s!Vp[apb9br23+(
- <NjOb3,(bl96P2h*,ZB%VOK<l@#An'r'n-q/&$jBIp7Mc.1pYKj\MICAtHhhUuK;5\R.=D8
- "c``nfc@hTMLOmLEjZ?l=b;6K-:09O?t&^C5)-%<1*bLM2$icqi^F-\[@jelZ@lk&o.-9e@
- ^]R9k.',s0A3o1bhKB?&6`rVg_Yd-(BYDjJi:Xt=S!ib__uisu'/56"oRfk'TW@pY%0[G:7
- 0gtNSRB]fPi-FdiW&<fX7Kt(n%E,LG:mYC6@F"]=j5;[FSjQn9l0W6E(OD8LV@I/aahffk)
- *uJh.-#Cluf)G>WB(f'pcs6kN?j>%oV*mE==R*n/lIPnn*nK?n,jP[]E!A/Kf-aG@2X%PEl
- W)e:erA)fNh&AkhBrP<c9MSa8(0/05%c`qIopiS=`p4,67>n>fQDfh?&$-)K]$?0<puG846
- 6&rF4WTg[i4Vq;Xqd#h#AF,AuWq=drH4VDo.Y(>Wq_>YAJ\*oW?g9%bbkD-u^h7mDcQlcVW
- Z"/+k3pePB,-&/H!/3o5Bt:]qd2VgN^7I<XRt0`tib.!Pj8@Ku$3Kc"B6B#sLSGO25:Fu-M
- _W+"d/I)b#Ab%D`:-YN.6+7r9NoN\Hf-V*_cY3gCeh2^.[^,5<qEN.dMFS>oYYF&<Ii:>*F
- mO2Xump1WtD[0mBo-]"_s.FZKTm@WjL9PiVW()MTE<6OdMbcCsG#!%$4D_Isp-,9sQTsj25
- kr(fj^4!/hYM7'O)c=XBLe0<O!Ec,P3mu[nn1Y3Q^.:sJbM<Zn4NHJ*b>"_4;/;aJu:7)o*
- U7>@/;7fHnWBb5K"m<l3G[8L<+Ih*F"(#qGseuph(E>Y+p<MC\CFWEPJX@G@tZNq"jofpu:
- ?-ViU^,Vs<0%h1'<A[f>AVg3HaocF56LV^cm`Nba,BJIs8]SnYF%FCDhDr(l@%5NI8hjWB^
- ,L2_6iQptN2,T$28D[2!Wn&tDW:\]^%=mq4,L&L3'*W6f&5M%#p5L_e+eT*5%qbKe3InFuN
- [qM,;pD;QQ2j\_Q]3?Y*qob+X!elk:>;_VH=$rD>q1$:jd.i8`,nl/)@aTG=Ai1Nf7q9sB"
- GT>iP"B34GsnN0/!`h>deSR9AM]cLB%)%Dk&ibW:M8/Q"U9ZJU/>URH:9/GnU/(%%EDVfJD
- 1g;=^]aS%^B3=f'Cl?a>k`fYurW$>=G.'&%1.oG0><FiH%Xrm\'Hjk3[N.0Z"-.-3"'t_-q
- ;MFs'4,M8eJZR/D+e-&]mM1:_e0B.]?AA[A']reEY3cnPT9L+])sW7>[+RXh,DMm:t%[[V]
- RkA.]bD`9sfQN<#]ic'.t4cif'`oV8%I,9WCV9\@JHG)#DD2m69p:HmppLl;@nhIe+D_IV9
- S7DEo^<_#DiUcgBIU@#dBfa<5Im7l<!<9i(3&^`NYTsY\_%9iYA3mGF3sS)+JWL?Td&\l.6
- P/$1%`7/j57j4p"@j%lJE]91`A'b\(<)DD4AVA"N+X"tOh>NNR3;;k*QPGGI3?TD*.K0R;D
- `n8'IHM=-:r5oTd>Ag)3cb?B#-`JSHgV[V+]87_(a)3*6Bt[dlc#7bu7m#2U0]uiAf+]SEW
- )[a]Z&rT#C/tF,VEeYS"b;qREk.b=rJS:s5<h7]nRoqadniP5)VmbT/E2YY9ro:9kT*,gA+
- Rh+:JN[6$fV1i7;8<n3IFHW[aWPC6WDXt,W>f+&Ir?Fk:NY@+rf"1r$pQ6X^d]f'#Pqq9;l
- T);bf]E8+:euSZMgJCnZ#!jr._$WMjoJm?8d+hD1>u<3,(WCTG?$JjOXm(,NOsH*9h\Y(1I
- `^4:AlP29WJYU0`rXn?T4d6RL>gd6+c,,[SgfQVfY0)!j&k.uNoSdgEbjVZaeWtcKt4>s]p
- (uh78Xb1+\+/LY%^K][*oVW;\\=XT')@r7A.#Q:5P[Oc$`ln<Y_3o>A:LADWB>pPE0*dec)
- g^3tDd[Y#uNOPk8cf<M?_PHSqPl>7_k-CKnE!\Sp8"T':422^\'9_cKReFi=$.h0AEjZus5
- m=7uC,h]b?sBotl!`b1iTRJMDD*5=5Po3C05cL]ik6.#70+%aoQaj2GdRV,de8t#u5YZdKh
- 'JGd"H'`MA;LRD;94pEd1;IOo*C3J7'eY0_kd=Dj=6X%>>Gu98St0'MFk3L#lMB,CmCBYh^
- $s[d&'8F#4%I])g08LK\D,niiOaP?*qfBb[mp>on6?M"'_'HI*B9DhOb'8/%KcuS$GrGra/
- KJhn3.+D(aT=CU_SL.?49,e2$W!u?Q16"HO:pt3WiKu)aMnO%+\hoh9.TdcLIC:#'?]u,<g
- @U+ri^hR.Ar]c=o!1eNG:\&>BiiLrUgC^$(XmcD0<5Ys%Zd2SaL.46h^.<VEP:#2C;QmVZs
- f]!n$o\JsU@Io#b9Y9s\rf;^TV@jDcr6'rKXi7T75S89RO4!*GCI?2eT5Y)ar+QOf%OO>,0
- NoBIk`N\5?U&8C0n;o/TL_hsGZ/%Lp2%3e"SS(dM:ct.7%UnBeH*9OV6l2g7-!O*"mp]BeV
- n3TX"AY91:+8i%aVCFA=$J:B?q$sK(T&A^N"[39`[R/jj#_dZdA1;<#hh%"5bf3*A6b+6*]
- (hZarM_JICbgY39MRKSC='O:79Wnk@EtN`*@^N;4K[;R%7$HZ4d>6:c!WiMhU_=hb!$B@O2
- F@1%=I*]W"USAPB%:'!`\'f<"[WI'TKpd,iGqT%E)R\<kY7O=a%V(1QAODDNHIba7]Phnsl
- =d?\FbKOBgkSGN`AQqe)fc86PPiH!D]TMuh`;!K>qW7;rb<19%I8%ddu,G9;gEMPT^4EUkF
- S7\.f2%8[f4,3ACKL;"n.:Lr2U!Wkm;(<_W-%-N''$e!<2oS7\NHI@jI_8>&fbRe/-B#2K0
- A%'/9'diWR>\LdJcpB2`H]c?K+MpXZ*l^5nF7Rm0$IIf2.l4:S[6mrcrq8/4NGhH(rM_cM4
- pe,K6^B$K!]1lYr4?%jIMsOJqVL>aU`/M%AGc[[@@"AE7N2LXu3qQ7-a/0<c*/Y2`\9D4/F
- Xsr?e?S*gT8DbtETX(C1el2[g;.-I_2$WWU\tg+1^"mq(n"f=q#e)s)IhD*P>$gf]WqfHLN
- %iX<W]CP*d&1CU:QX8!`ggR1W"n6r0&f)"=[$7/n_c,RWFB&qQ(EH:Bic_M<H@+Xa68oZ*H
- ]._mW%$6)f"&Q`OF\$Q^>>])OAb=!ph]--rFcQ"S4ic$5HJ25jlNM-h^Oq1o$_ad8`E:Fg7
- qrsn*2RQ,2@lna7k@9uM-I,H?$gg.-t0\MF>G6c\om^Uh.m0Kd3(HkTnH^2OUa/P&?d%JY\
- Gk[j%o4EIF$UH5\M/AT_'Rb:A"I(%jCEqLCinf2QSqJ+hAB,T[\Yt1^oneVh8Yo]up#K:g<
- iH/8K\NH^TKIAgqeVF^o%%'+&L;R><U!0VTFn(fu\>bV)H4L;0IUD%<823es:`d+]XQCn6i
- sp1DS&gH:_LoXI(S39M>,Uhl'R'qHKrg'Oo=(^a-+E2tOfXW*l`i?t\)hS,lCe7T4f[^gG<
- Nig4B7oufl%L`LpbR#K6>mo&dYD3V'*CD$L%\`5Q[YG=NgcpU7*[Sc"VLTb@pjWco(,NBA[
- unOHC(=Y\15?-O`PG^1"2Rqm_(%Ub)M`FB).BK<IU6f:bFEKEa1_'o#6i`g+\=r4P(UXU&g
- KY^=Wu?N[]n[26em'M_>D2tVcE$<?`\CA[FX^.q!(6qI#UGE4[p"D*Wj!Q7r];#7hBrRTqb
- ot@;Ief/<g?]?keJAPR!;1&`&FJ;YV0hWZN$<Cd<+@K!@j%_8?<[ikT737qJ1paEADQH,kp
- nmOU0.1*.ZL&.ZDjT/u/3o\Q4iHCn4&rFJBpj1[sB1$1Y(b'N*#b[>U&BmtbrG8)`lhi<7N
- :5"kepnO%\NZeT^7h<c_4h,D84XK`Tn'q3k:[EL:Zh4G$a;c9`jG?'^-*!?,94+'.$S1oHL
- L@gCUBkn$%#-nu^S2fUH`?l!p&>!SrVt4D!"]54:^6u^$NSNa!>#nF:_s.o)Ze;-!Y?RX:a
- Z=+.g"'N!t[6j:cAK<3s3ho";!C4+9~>Q
-Q
-showpage
-%%Trailer
-count op_count sub {pop} repeat
-countdictstack dict_count sub {end} repeat
-cairo_eps_state restore
-%%EOF
Binary file doc/interpreter/octave_logo.pdf has changed
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/etc/RELEASE-CHECKLIST.md	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,206 @@
+# `VERSION`.1 Release Checklist #
+
+**Timeline** (tentative)
+
+* YYYY-MM-DD 🚀 Release Kick-off ⚽ (default branch merged to stable)
+* YYYY-MM-DD 🛠️ 1st release candidate **`VERSION`.0.90** on
+  <https://alpha.gnu.org/gnu/octave/>
+* YYYY-MM-DD 🏁 Final Release 🎉 **`VERSION`.1.0** on
+  <https://ftp.gnu.org/gnu/octave/>
+
+Please use `<strike> </strike>` to mark items below as done.
+
+## 🚀 Kick-off ⚽ ##
+
+------------------------------------------------------------
+
+### ⚙️ Update stable and default branch to new version numbers ###
+
+Completion Date:
+
+* Merge default onto stable to become the current stable release (see
+  instructions in `etc/HACKING.md`).
+* Bump version numbers in `configure.ac` on stable branch (see
+  `etc/HACKING.md`).
+* Bump version numbers in `configure.ac` on default branch (see
+  `etc/HACKING.md`).
+* Create new `etc/NEWS.VERSION+1.md` file on default branch by copying
+  `etc/NEWS.VERSION.md` and then removing text so that it is a template file
+  with headings only.
+
+### ⚙️ Update gnulib to latest version ###
+
+Completion Date:
+
+**Must occur first** as it could resolve existing, or create new, bug reports.
+You should run `./bootstrap` in the source tree after updating to the new
+gnulib version.
+
+### 📢 Call for bug reports ###
+
+Completion Date:
+
+* Put out a general call for reports on [Octave Discourse](https://octave.discourse.group/) for all outstanding, but unreported, known bugs.
+* Create Savannah `Release` tag `VERSION.0.90` on bug tracker for 1st release
+  candidate.
+* Mark items that should be fixed for the release with this tag.
+* Update Savannah `Planned Release` and `Fixed Release` tags by adding
+  `VERSION.1.0 (current stable)` and `VERSION+1.1.0 (current default)`.
+* Review bug overview at <https://octave.space/savannah/>.
+
+### 📢 Update GUI translation files ###
+
+Completion Date:
+
+* Call for updates ([Octave Discourse](https://octave.discourse.group/)) that
+  might change GUI strings.
+* String freeze date:
+* Update language translation files (`*.ts`).  See instructions in
+  `libgui/languages/build_ts/README.md`.
+* Create bug report on Savannah as a centralized location for uploading files
+  and tracking status of translations.
+* Call for translations of GUI strings on [Octave Discourse Maintainers](https://octave.discourse.group/c/maintainers/7), CC-ing the translators (see [list of translators](https://hg.savannah.gnu.org/hgweb/octave/file/tip/libgui/languages/translators)).
+* Collect translation files on Savannah bug report and push to Mercurial.
+
+### ⚖️ GPL License activities ###
+
+Completion Date:
+
+* Update copyright statements for all source controlled files.
+
+    Command to update copyright notifications
+
+    `hg locate | xargs sed -i 's/Copyright (C) \([0-9][0-9][0-9][0-9]\)-2023 The Octave Project Developers/Copyright (C) \1-2024 The Octave Project Developers/; s/Copyright (C) 2023 The Octave Project Developers/Copyright (C) 2023-2024 The Octave Project Developers/'`
+
+    Command to check results before checking in
+
+    `hg diff | grep ^[-+][^-+] | sed 's/[0-9][0-9][0-9][0-9]-/YYYY-/' | sort -u`
+
+* Update dates in any other locations (`CITATION`, MXE `README.html` file).
+* Add any new contributors to `doc/interpreter/contributors.in` who wish to be
+  mentioned (don't add them without permission).
+
+### ✅ Style-check code base ###
+
+Completion Date:
+
+This will produce lots of whitespace changes, but no behavior changes. **Must
+occur after patches have been added**, since whitespace changes can prevent
+patches from applying.
+
+* [m-file style check](https://wiki.octave.org/Octave_style_guide)
+* [C++ style check](https://wiki.octave.org/C%2B%2B_style_guide)
+
+### 📖 Review documentation ###
+
+Completion Date:
+
+* Grammar check documentation (See `doc/interpreter/doccheck/README`).
+* Spell check documentation (`make spellcheck`).
+* Verify no functions missing from manual
+  (`make doc/interpreter/undocumented_list`).
+* Verify deprecated functions removed from manual (`*.txi`) and from "see also"
+  links.
+* Verify all formats (Info, HTML, PDF) build correctly.
+* Review `etc/NEWS.VERSION.md` for any features which should be announced.
+* Review `__unimplemented__.m` for the latest changes to
+  [Octave Forge](https://wiki.octave.org/Octave_Forge) packages and new Matlab
+  functions.
+* Update `installer-files/README.html` in MXE Octave with version highlights.
+
+## 🔃 Repeat until all bugs are resolved ##
+
+------------------------------------------------------------
+
+Completion Date of first iteration:
+
+### ⚠️ Current state at Savannah ###
+
+Bug overview at <https://octave.space/savannah/>.
+
+### ✅ `make check` ###
+
+* Verify `make check` is passing on all [buildbot combinations of OS and compilers](http://buildbot.octave.org:8010/#/waterfall) and [GitHub CI runners](https://github.com/gnu-octave/octave/actions).  Also check [test suite runs on "freshly brewed Octave for Windows"](https://github.com/gnu-octave/octave-buildbot/actions) (Kai's buildbots on octave.space).
+* Use software tools to check quality of Octave code.
+  * Check for memory leaks by configuring with
+    `--enable-address-sanitizer-flags` and compiling with
+    `-g -O0 -fno-optimize-sibling-calls` in `CFLAGS`, `CXXFLAGS`, and
+    `LDFLAGS`.
+  * Check for bad memory accesses by compiling with
+    `-g -O0 -fsanitize=undefined -fno-omit-frame-pointer
+    -fno-optimize-sibling-calls` in `CFLAGS`, `CXXFLAGS`, and `LDFLAGS`.
+  * Update static code analysis results.
+      * For `clang`, do `scan-build make -j<N> all` and then `scan-view`.
+      * See [PVS static analyzer - 5.0 Release](https://wiki.octave.org/PVS_static_analyzer_-_5.0_Release).
+  * Use other tools such as `cppcheck`, etc.
+* Start discussion on [Octave Discourse Maintainers](https://octave.discourse.group/c/maintainers/8) about which failing tests that must be fixed and which can be declared **WON'T FIX**.
+
+### 🛠️ Create new release candidate ###
+
+* Ensure correct version information (see "Release Numbering" in
+  `/etc/HACKING.md`).
+* Create `hg tag` in repository with release candidate version number
+  (`rc-MAJOR-MINOR-PATCH`).
+* Verify `make dist` works.
+* Verify `make distcheck` passes.
+* Create [Windows Installer](https://wiki.octave.org/Windows_Installer).
+* Upload release candidates to <https://alpha.gnu.org/gnu/octave/>.
+* Check [Windows Installer](https://wiki.octave.org/Windows_Installer)
+  (executable and zip formats) against false positive detection at
+  [virustotal.com](https://virustotal.com/).
+* Add release candidate version to Savannah bug tracker.
+* Announce release candidate to
+  [Octave Discourse](https://octave.discourse.group/).
+
+## 🏁 Final Release 🎉 ##
+
+------------------------------------------------------------
+
+### 📃 Update version information ###
+
+Completion Date:
+
+* Ensure correct version information in `configure.ac` (see "Release Numbering"
+  in `/etc/HACKING.md`)
+  * Set `OCTAVE_RELEASE_DATE` to the current date.
+  * Set the year in `OCTAVE_COPYRIGHT` to the current year.
+* Create `hg tag` in repository with release candidate version number
+  (`release-VERSION-1-0`).
+* Update `etc/NEWS.VERSION.md` (final release date in Summary header).
+* Update `CITATION` (version, year, URL) if not already done as part of "GPL
+  License activities.
+* Update `etc/icons/org.octave.Octave.appdata.xml` (version number and release
+  date).
+* Upload all tarballs to <https://ftp.gnu.org/gnu/octave/>.
+* Update web site files: `NEWS-VERSION.html`, `index.in`, `news.in`, and
+  `download.in`.
+* Update <https://wiki.octave.org/Release_History> page.
+* Update Savannah bug tracker `Release` field to have new release number.
+* Update Savannah bug tracker: **OPEN** bugs marked as **WON'T FIX** should be
+  marked as **CONFIRMED** (or more appropriate) for the final release.
+* Hide release candidate versions for `Release` field on Savannah.
+
+### 📢 Announce final release ###
+
+Completion Date:
+
+* Octave mailing-lists (yes, still) <help@octave.org> and <info-gnu@gnu.org>.
+* Octave web site (<https://hg.octave.org/web-octave>)
+* Steps documented in this
+  [changeset](https://hg.octave.org/web-octave/rev/fe59d0118a2b).
+* Upload documentation (manual HTML + PDF `octave.org/doc` and version in
+  `octave.org/.htaccess`, Doxygen `octave.org/doxygen`)
+* This wiki
+* Template:Release = 7.3.0
+* Template:Release Date = November 2, 2022
+* Template:Release Year = 2022
+
+### ☑️ Post-Release ###
+
+Completion Date:
+
+* Remove all deprecated functions scheduled for deletion on default
+  branch.  These functions are tagged with `OCTAVE_DEPRECATED` in C++ or are
+  m-files located in the directory `scripts/deprecated`.  Check file
+  `etc/NEWS.VERSION-2.md` for list of features that have been deprecated.
+
--- a/etc/RELEASE_CHECKLIST.md	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,206 +0,0 @@
-# `VERSION`.1 Release Checklist #
-
-**Timeline** (tentative)
-
-* YYYY-MM-DD 🚀 Release Kick-off ⚽ (default branch merged to stable)
-* YYYY-MM-DD 🛠️ 1st release candidate **`VERSION`.0.90** on
-  <https://alpha.gnu.org/gnu/octave/>
-* YYYY-MM-DD 🏁 Final Release 🎉 **`VERSION`.1.0** on
-  <https://ftp.gnu.org/gnu/octave/>
-
-Please use `<strike> </strike>` to mark items below as done.
-
-## 🚀 Kick-off ⚽ ##
-
-------------------------------------------------------------
-
-### ⚙️ Update stable and default branch to new version numbers ###
-
-Completion Date:
-
-* Merge default onto stable to become the current stable release (see
-  instructions in `etc/HACKING.md`).
-* Bump version numbers in `configure.ac` on stable branch (see
-  `etc/HACKING.md`).
-* Bump version numbers in `configure.ac` on default branch (see
-  `etc/HACKING.md`).
-* Create new `etc/NEWS.VERSION+1.md` file on default branch by copying
-  `etc/NEWS.VERSION.md` and then removing text so that it is a template file
-  with headings only.
-
-### ⚙️ Update gnulib to latest version ###
-
-Completion Date:
-
-**Must occur first** as it could resolve existing, or create new, bug reports.
-You should run `./bootstrap` in the source tree after updating to the new
-gnulib version.
-
-### 📢 Call for bug reports ###
-
-Completion Date:
-
-* Put out a general call for reports on [Octave Discourse](https://octave.discourse.group/) for all outstanding, but unreported, known bugs.
-* Create Savannah `Release` tag `VERSION.0.90` on bug tracker for 1st release
-  candidate.
-* Mark items that should be fixed for the release with this tag.
-* Update Savannah `Planned Release` and `Fixed Release` tags by adding
-  `VERSION.1.0 (current stable)` and `VERSION+1.1.0 (current default)`.
-* Review bug overview at <https://octave.space/savannah/>.
-
-### 📢 Update GUI translation files ###
-
-Completion Date:
-
-* Call for updates ([Octave Discourse](https://octave.discourse.group/)) that
-  might change GUI strings.
-* String freeze date:
-* Update language translation files (`*.ts`).  See instructions in
-  `libgui/languages/build_ts/README.md`.
-* Create bug report on Savannah as a centralized location for uploading files
-  and tracking status of translations.
-* Call for translations of GUI strings on [Octave Discourse Maintainers](https://octave.discourse.group/c/maintainers/7), CC-ing the translators (see [list of translators](https://hg.savannah.gnu.org/hgweb/octave/file/tip/libgui/languages/translators)).
-* Collect translation files on Savannah bug report and push to Mercurial.
-
-### ⚖️ GPL License activities ###
-
-Completion Date:
-
-* Update copyright statements for all source controlled files.
-
-    Command to update copyright notifications
-
-    `hg locate | xargs sed -i 's/Copyright (C) \([0-9][0-9][0-9][0-9]\)-2023 The Octave Project Developers/Copyright (C) \1-2024 The Octave Project Developers/; s/Copyright (C) 2023 The Octave Project Developers/Copyright (C) 2023-2024 The Octave Project Developers/'`
-
-    Command to check results before checking in
-
-    `hg diff | grep ^[-+][^-+] | sed 's/[0-9][0-9][0-9][0-9]-/YYYY-/' | sort -u`
-
-* Update dates in any other locations (`CITATION`, MXE `README.html` file).
-* Add any new contributors to `doc/interpreter/contributors.in` who wish to be
-  mentioned (don't add them without permission).
-
-### ✅ Style-check code base ###
-
-Completion Date:
-
-This will produce lots of whitespace changes, but no behavior changes. **Must
-occur after patches have been added**, since whitespace changes can prevent
-patches from applying.
-
-* [m-file style check](https://wiki.octave.org/Octave_style_guide)
-* [C++ style check](https://wiki.octave.org/C%2B%2B_style_guide)
-
-### 📖 Review documentation ###
-
-Completion Date:
-
-* Grammar check documentation (See `doc/interpreter/doccheck/README`).
-* Spell check documentation (`make spellcheck`).
-* Verify no functions missing from manual
-  (`make doc/interpreter/undocumented_list`).
-* Verify deprecated functions removed from manual (`*.txi`) and from "see also"
-  links.
-* Verify all formats (Info, HTML, PDF) build correctly.
-* Review `etc/NEWS.VERSION.md` for any features which should be announced.
-* Review `__unimplemented__.m` for the latest changes to
-  [Octave Forge](https://wiki.octave.org/Octave_Forge) packages and new Matlab
-  functions.
-* Update `installer-files/README.html` in MXE Octave with version highlights.
-
-## 🔃 Repeat until all bugs are resolved ##
-
-------------------------------------------------------------
-
-Completion Date of first iteration:
-
-### ⚠️ Current state at Savannah ###
-
-Bug overview at <https://octave.space/savannah/>.
-
-### ✅ `make check` ###
-
-* Verify `make check` is passing on all [buildbot combinations of OS and compilers](http://buildbot.octave.org:8010/#/waterfall) and [GitHub CI runners](https://github.com/gnu-octave/octave/actions).  Also check [test suite runs on "freshly brewed Octave for Windows"](https://github.com/gnu-octave/octave-buildbot/actions) (Kai's buildbots on octave.space).
-* Use software tools to check quality of Octave code.
-  * Check for memory leaks by configuring with
-    `--enable-address-sanitizer-flags` and compiling with
-    `-g -O0 -fno-optimize-sibling-calls` in `CFLAGS`, `CXXFLAGS`, and
-    `LDFLAGS`.
-  * Check for bad memory accesses by compiling with
-    `-g -O0 -fsanitize=undefined -fno-omit-frame-pointer
-    -fno-optimize-sibling-calls` in `CFLAGS`, `CXXFLAGS`, and `LDFLAGS`.
-  * Update static code analysis results.
-      * For `clang`, do `scan-build make -j<N> all` and then `scan-view`.
-      * See [PVS static analyzer - 5.0 Release](https://wiki.octave.org/PVS_static_analyzer_-_5.0_Release).
-  * Use other tools such as `cppcheck`, etc.
-* Start discussion on [Octave Discourse Maintainers](https://octave.discourse.group/c/maintainers/8) about which failing tests that must be fixed and which can be declared **WON'T FIX**.
-
-### 🛠️ Create new release candidate ###
-
-* Ensure correct version information (see "Release Numbering" in
-  `/etc/HACKING.md`).
-* Create `hg tag` in repository with release candidate version number
-  (`rc-MAJOR-MINOR-PATCH`).
-* Verify `make dist` works.
-* Verify `make distcheck` passes.
-* Create [Windows Installer](https://wiki.octave.org/Windows_Installer).
-* Upload release candidates to <https://alpha.gnu.org/gnu/octave/>.
-* Check [Windows Installer](https://wiki.octave.org/Windows_Installer)
-  (executable and zip formats) against false positive detection at
-  [virustotal.com](https://virustotal.com/).
-* Add release candidate version to Savannah bug tracker.
-* Announce release candidate to
-  [Octave Discourse](https://octave.discourse.group/).
-
-## 🏁 Final Release 🎉 ##
-
-------------------------------------------------------------
-
-### 📃 Update version information ###
-
-Completion Date:
-
-* Ensure correct version information in `configure.ac` (see "Release Numbering"
-  in `/etc/HACKING.md`)
-  * Set `OCTAVE_RELEASE_DATE` to the current date.
-  * Set the year in `OCTAVE_COPYRIGHT` to the current year.
-* Create `hg tag` in repository with release candidate version number
-  (`release-VERSION-1-0`).
-* Update `etc/NEWS.VERSION.md` (final release date in Summary header).
-* Update `CITATION` (version, year, URL) if not already done as part of "GPL
-  License activities.
-* Update `etc/icons/org.octave.Octave.appdata.xml` (version number and release
-  date).
-* Upload all tarballs to <https://ftp.gnu.org/gnu/octave/>.
-* Update web site files: `NEWS-VERSION.html`, `index.in`, `news.in`, and
-  `download.in`.
-* Update <https://wiki.octave.org/Release_History> page.
-* Update Savannah bug tracker `Release` field to have new release number.
-* Update Savannah bug tracker: **OPEN** bugs marked as **WON'T FIX** should be
-  marked as **CONFIRMED** (or more appropriate) for the final release.
-* Hide release candidate versions for `Release` field on Savannah.
-
-### 📢 Announce final release ###
-
-Completion Date:
-
-* Octave mailing-lists (yes, still) <help@octave.org> and <info-gnu@gnu.org>.
-* Octave web site (<https://hg.octave.org/web-octave>)
-* Steps documented in this
-  [changeset](https://hg.octave.org/web-octave/rev/fe59d0118a2b).
-* Upload documentation (manual HTML + PDF `octave.org/doc` and version in
-  `octave.org/.htaccess`, Doxygen `octave.org/doxygen`)
-* This wiki
-* Template:Release = 7.3.0
-* Template:Release Date = November 2, 2022
-* Template:Release Year = 2022
-
-### ☑️ Post-Release ###
-
-Completion Date:
-
-* Remove all deprecated functions scheduled for deletion on default
-  branch.  These functions are tagged with `OCTAVE_DEPRECATED` in C++ or are
-  m-files located in the directory `scripts/deprecated`.  Check file
-  `etc/NEWS.VERSION-2.md` for list of features that have been deprecated.
-
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/etc/icons/octave-branding-samples.svg	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,1177 @@
+<?xml version="1.0" encoding="UTF-8" standalone="no"?>
+<!-- Created with Inkscape (http://www.inkscape.org/) -->
+
+<svg
+   xmlns:osb="http://www.openswatchbook.org/uri/2009/osb"
+   xmlns:dc="http://purl.org/dc/elements/1.1/"
+   xmlns:cc="http://creativecommons.org/ns#"
+   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
+   xmlns:svg="http://www.w3.org/2000/svg"
+   xmlns="http://www.w3.org/2000/svg"
+   xmlns:xlink="http://www.w3.org/1999/xlink"
+   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
+   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
+   width="744.09448819"
+   height="1052.3622047"
+   id="svg2"
+   version="1.1"
+   inkscape:version="0.48.0 r9654"
+   sodipodi:docname="dfsdf.svg">
+  <defs
+     id="defs4">
+    <linearGradient
+       id="linearGradient4204">
+      <stop
+         style="stop-color:#d45500;stop-opacity:1;"
+         offset="0"
+         id="stop4206" />
+      <stop
+         style="stop-color:#ff7f2a;stop-opacity:1;"
+         offset="1"
+         id="stop4208" />
+    </linearGradient>
+    <linearGradient
+       id="linearGradient4009">
+      <stop
+         style="stop-color:#1e1e1e;stop-opacity:1;"
+         offset="0"
+         id="stop4011" />
+      <stop
+         style="stop-color:#0a0a0a;stop-opacity:1;"
+         offset="1"
+         id="stop4013" />
+    </linearGradient>
+    <linearGradient
+       id="linearGradient3927">
+      <stop
+         style="stop-color:#e6e6e6;stop-opacity:1;"
+         offset="0"
+         id="stop3929" />
+      <stop
+         style="stop-color:#c8c8c8;stop-opacity:1;"
+         offset="1"
+         id="stop3931" />
+    </linearGradient>
+    <linearGradient
+       inkscape:collect="always"
+       id="linearGradient5943">
+      <stop
+         style="stop-color:#005e80;stop-opacity:1;"
+         offset="0"
+         id="stop5945" />
+      <stop
+         style="stop-color:#005e80;stop-opacity:0;"
+         offset="1"
+         id="stop5947" />
+    </linearGradient>
+    <linearGradient
+       id="linearGradient5748"
+       osb:paint="solid">
+      <stop
+         style="stop-color:#000000;stop-opacity:1;"
+         offset="0"
+         id="stop5750" />
+    </linearGradient>
+    <linearGradient
+       id="linearGradient4308">
+      <stop
+         id="stop4310"
+         offset="0"
+         style="stop-color:#008cbe;stop-opacity:1;" />
+      <stop
+         id="stop4312"
+         offset="1"
+         style="stop-color:#000000;stop-opacity:1;" />
+    </linearGradient>
+    <linearGradient
+       id="linearGradient3976">
+      <stop
+         style="stop-color:#ffff2a;stop-opacity:1;"
+         offset="0"
+         id="stop3978" />
+      <stop
+         style="stop-color:#ffffff;stop-opacity:1;"
+         offset="1"
+         id="stop3980" />
+    </linearGradient>
+    <linearGradient
+       id="linearGradient3840">
+      <stop
+         style="stop-color:#000000;stop-opacity:0.58035713;"
+         offset="0"
+         id="stop3842" />
+      <stop
+         style="stop-color:#000000;stop-opacity:0;"
+         offset="1"
+         id="stop3844" />
+    </linearGradient>
+    <linearGradient
+       id="linearGradient3755">
+      <stop
+         style="stop-color:#008cbe;stop-opacity:1;"
+         offset="0"
+         id="stop3757" />
+      <stop
+         style="stop-color:#008cbe;stop-opacity:0;"
+         offset="1"
+         id="stop3759" />
+    </linearGradient>
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755"
+       id="radialGradient5882"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(3.1825621,-3.1825621,10.616125,10.616125,-4957.7085,-4957.9174)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755"
+       id="radialGradient5884"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(3.1825621,-3.1825621,10.616125,10.616125,-4957.7085,-4957.9174)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient5943"
+       id="linearGradient5949"
+       x1="553.82886"
+       y1="268.30722"
+       x2="553.82886"
+       y2="754.65405"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.57247179,0,0,0.57247179,158.30205,-21.246556)" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755"
+       id="radialGradient3028"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.22914334,-0.22914334,0.7643572,0.7643572,-264.43967,-118.04761)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755"
+       id="radialGradient3031"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(3.1825621,-3.1825621,10.616125,10.616125,-4957.7085,-4957.9174)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755"
+       id="radialGradient3046"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(3.1825621,-3.1825621,10.616125,10.616125,-4957.7085,-4957.9174)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755"
+       id="radialGradient3048"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.22914334,-0.22914334,0.7643572,0.7643572,-264.43967,-118.04761)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755-1"
+       id="radialGradient3033"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <linearGradient
+       id="linearGradient3755-1">
+      <stop
+         style="stop-color:#008cbe;stop-opacity:1;"
+         offset="0"
+         id="stop3757-7" />
+      <stop
+         style="stop-color:#b2ffff;stop-opacity:1;"
+         offset="1"
+         id="stop3759-4" />
+    </linearGradient>
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755"
+       id="radialGradient3056"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.22914334,-0.22914334,0.7643572,0.7643572,-264.43967,-118.04761)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755-1"
+       id="radialGradient3082"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755-1"
+       id="radialGradient3090"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.59993399,-0.65196063,2.0012097,2.1747557,-791.30099,-395.1989)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3976"
+       id="radialGradient3969"
+       cx="103.95617"
+       cy="237.77158"
+       fx="103.95617"
+       fy="237.77158"
+       r="17.185033"
+       gradientTransform="matrix(2.2575899,7.6114157e-8,-3.3812625e-8,1.002902,-130.73422,-0.43519134)"
+       gradientUnits="userSpaceOnUse" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4023"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4036"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4053"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4119"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4134"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4178"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4212"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient4204"
+       id="linearGradient4294"
+       x1="77.580376"
+       y1="259.08877"
+       x2="257.83615"
+       y2="259.08878"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(8.660127,27.784574)" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4394"
+       x1="132.90211"
+       y1="249.81078"
+       x2="132.90211"
+       y2="267.4581"
+       gradientUnits="userSpaceOnUse" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient3100"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient4009"
+       id="radialGradient3119"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.47596387,0,0,0.11486166,151.63238,207.23914)"
+       cx="-42.265961"
+       cy="392.27816"
+       fx="-42.265961"
+       fy="392.27816"
+       r="119.71222" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient3895"
+       x1="131.67371"
+       y1="218.30539"
+       x2="131.67371"
+       y2="230.0851"
+       gradientUnits="userSpaceOnUse" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient3901"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient3916"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient3920"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(6.162562,-20.661491)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient3933"
+       gradientUnits="userSpaceOnUse"
+       x1="131.67371"
+       y1="218.30539"
+       x2="131.67371"
+       y2="230.0851" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient3948"
+       x1="90.12738"
+       y1="248.29231"
+       x2="90.12738"
+       y2="259.78391"
+       gradientUnits="userSpaceOnUse" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient3950"
+       x1="90.12738"
+       y1="248.29231"
+       x2="90.12738"
+       y2="259.78391"
+       gradientUnits="userSpaceOnUse" />
+    <filter
+       inkscape:collect="always"
+       id="filter3960">
+      <feGaussianBlur
+         inkscape:collect="always"
+         stdDeviation="0.29424821"
+         id="feGaussianBlur3962" />
+    </filter>
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="radialGradient4004"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.47596387,0,0,0.11486166,151.63238,172.96925)"
+       cx="-42.265961"
+       cy="392.27817"
+       fx="-42.265961"
+       fy="392.27817"
+       r="119.71222" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755-1"
+       id="radialGradient4024"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4111"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4117"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(6.162562,-20.661491)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4161"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4167"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(6.162562,-20.661491)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4171"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(6.162562,-82.568501)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4191"
+       gradientUnits="userSpaceOnUse"
+       x1="90.12738"
+       y1="248.29231"
+       x2="90.12738"
+       y2="259.78391" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4193"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4195"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(6.162562,-20.661491)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="radialGradient4201"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.47596387,0,0,0.11486166,151.63238,257.91302)"
+       cx="-42.265961"
+       cy="392.27817"
+       fx="-42.265961"
+       fy="392.27817"
+       r="119.71222" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755-1"
+       id="radialGradient4211"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4215"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(6.162562,0.80626283)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4241"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient4009"
+       id="radialGradient4263"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.47596387,0,0,0.11486166,183.1795,149.46949)"
+       cx="-42.265961"
+       cy="392.27816"
+       fx="-42.265961"
+       fy="392.27816"
+       r="119.71222" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755-1"
+       id="radialGradient4265"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4267"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(35.352776,27.986674)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient4009"
+       id="radialGradient4269"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.47596387,0,0,0.11486166,151.63238,163.23388)"
+       cx="-42.265961"
+       cy="392.27816"
+       fx="-42.265961"
+       fy="392.27816"
+       r="119.71222" />
+    <radialGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3755-1"
+       id="radialGradient4271"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
+       cx="182.9837"
+       cy="395.04871"
+       fx="182.9837"
+       fy="395.04871"
+       r="148.95309" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4273"
+       gradientUnits="userSpaceOnUse"
+       gradientTransform="translate(6.162562,0.80626283)"
+       x1="132.73569"
+       y1="203.34033"
+       x2="132.73569"
+       y2="215.12015" />
+    <linearGradient
+       inkscape:collect="always"
+       xlink:href="#linearGradient3927"
+       id="linearGradient4289"
+       gradientUnits="userSpaceOnUse"
+       x1="90.12738"
+       y1="248.29231"
+       x2="90.12738"
+       y2="259.78391" />
+  </defs>
+  <sodipodi:namedview
+     id="base"
+     pagecolor="#ffffff"
+     bordercolor="#666666"
+     borderopacity="1.0"
+     inkscape:pageopacity="0.0"
+     inkscape:pageshadow="2"
+     inkscape:zoom="0.74515557"
+     inkscape:cx="306.69924"
+     inkscape:cy="766.31164"
+     inkscape:document-units="px"
+     inkscape:current-layer="g3033"
+     showgrid="false"
+     showguides="true"
+     inkscape:guide-bbox="true"
+     inkscape:window-width="1366"
+     inkscape:window-height="706"
+     inkscape:window-x="-8"
+     inkscape:window-y="-8"
+     inkscape:window-maximized="1" />
+  <metadata
+     id="metadata7">
+    <rdf:RDF>
+      <cc:Work
+         rdf:about="">
+        <dc:format>image/svg+xml</dc:format>
+        <dc:type
+           rdf:resource="http://purl.org/dc/dcmitype/StillImage" />
+        <dc:title></dc:title>
+      </cc:Work>
+    </rdf:RDF>
+  </metadata>
+  <g
+     inkscape:label="Layer 1"
+     inkscape:groupmode="layer"
+     id="layer1">
+    <g
+       id="g3033"
+       transform="matrix(2.6880349,0,0,2.6880349,-128.19445,-235.26709)">
+      <g
+         id="g4081"
+         transform="matrix(0.46122123,0,0,0.46122123,74.894686,33.449198)">
+        <g
+           transform="translate(0,11.177286)"
+           id="g3061">
+          <text
+             inkscape:export-ydpi="47.908585"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             sodipodi:linespacing="125%"
+             id="text5961"
+             y="135.78569"
+             x="82.525833"
+             style="font-size:5.28903818px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#dcdcdc;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
+             xml:space="preserve"><tspan
+               style="font-size:7.11013079px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#dcdcdc;fill-opacity:1;font-family:DejaVu Sans Mono;-inkscape-font-specification:DejaVu Sans Mono"
+               y="135.78569"
+               x="82.525833"
+               id="tspan5963"
+               sodipodi:role="line">10101000010010010100010001</tspan></text>
+          <text
+             inkscape:export-ydpi="47.908585"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             sodipodi:linespacing="125%"
+             id="text5893"
+             y="134.11568"
+             x="107.10662"
+             style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#323232;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
+             xml:space="preserve"><tspan
+               style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#323232;fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis"
+               y="134.11568"
+               x="107.10662"
+               id="tspan5895"
+               sodipodi:role="line">OCTAVE</tspan></text>
+          <text
+             inkscape:export-ydpi="47.908585"
+             inkscape:export-xdpi="47.908585"
+             xml:space="preserve"
+             style="font-size:5.3095026px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#008cbe;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
+             x="107.36284"
+             y="145.60464"
+             id="text5905"
+             sodipodi:linespacing="125%"><tspan
+               sodipodi:role="line"
+               id="tspan5907"
+               x="107.36284"
+               y="145.60464"
+               style="font-size:8.49520493px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#646464;fill-opacity:1;stroke:none;font-family:DejaVu Sans;-inkscape-font-specification:DejaVu Sans">[free your numbers]</tspan></text>
+        </g>
+        <g
+           transform="matrix(0.97400532,0,0,0.97400532,12.774875,36.637163)"
+           id="g3025">
+          <path
+             inkscape:export-ydpi="47.908585"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             style="fill:url(#radialGradient3033);fill-opacity:1;stroke:none"
+             d="m 66.432103,97.488679 c -5.19584,5.646431 -3.93661,16.169031 2.81107,23.501871 6.74768,7.33285 16.42898,8.69955 21.62483,3.05312 5.19585,-5.64643 3.9402,-16.16946 -2.80749,-23.5023 -6.74768,-7.332861 -16.43256,-8.699131 -21.62841,-3.052691 z m 4.71149,2.34553 c 4.08256,-4.43659 11.589,-3.47152 16.76741,2.155961 5.17842,5.6275 6.06647,13.78491 1.98391,18.2215 -4.08256,4.43658 -11.59097,3.47369 -16.76939,-2.15381 -5.17842,-5.6275 -6.06449,-13.78704 -1.98193,-18.223651 z"
+             id="path5874-0"
+             inkscape:connector-curvature="0" />
+          <rect
+             inkscape:export-ydpi="47.908585"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+             id="rect5876-9"
+             width="4.349854"
+             height="4.349854"
+             x="85.381561"
+             y="99.493881"
+             ry="0.76958966" />
+          <rect
+             inkscape:export-ydpi="47.908585"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             ry="1.8126545"
+             y="105.2245"
+             x="60.92659"
+             height="10.245436"
+             width="10.245436"
+             id="rect5878-4"
+             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none" />
+          <rect
+             inkscape:export-ydpi="47.908585"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+             id="rect5880-8"
+             width="6.1897531"
+             height="6.1897531"
+             x="87.404739"
+             y="118.63705"
+             ry="1.0951102" />
+        </g>
+      </g>
+      <g
+         id="g4057"
+         transform="translate(-21.467752,-57.15077)">
+        <rect
+           ry="3.1993449"
+           rx="3.1993449"
+           y="238.87843"
+           x="75.012581"
+           height="26.836876"
+           width="113.00546"
+           id="rect3078"
+           style="fill:url(#radialGradient3119);fill-opacity:1;fill-rule:nonzero;stroke:none" />
+        <path
+           inkscape:connector-curvature="0"
+           style="fill:url(#linearGradient3948);fill-opacity:1;stroke:none"
+           d="m 86.611557,244.773 c -1.513809,-0.0569 -2.919889,0.44809 -3.941076,1.55783 -0.850629,0.9244 -1.316922,2.14519 -1.418322,3.47605 l -0.244138,0 c -0.451124,0 -0.813791,0.36267 -0.813791,0.8138 l 0,2.97615 c 0,0.45112 0.362667,0.81379 0.813791,0.81379 l 1.220687,0 c 0.432552,0.87405 0.993477,1.71135 1.697337,2.47625 2.878225,3.12783 6.945553,3.83975 9.346977,1.73221 l 1.104431,0 c 0.272545,0 0.488275,-0.22735 0.488275,-0.4999 l 0,-1.79034 c 0,-0.0741 -0.01737,-0.14634 -0.0465,-0.20926 0.65572,-2.26688 0.04977,-5.1211 -1.685711,-7.48688 l 0,-1.05793 c 0,-0.19153 -0.157238,-0.33714 -0.348768,-0.33714 l -0.87192,0 c -1.61663,-1.54956 -3.528388,-2.39801 -5.30127,-2.46463 z m 1.243938,1.3602 c 1.11887,0.0278 2.309554,0.45969 3.383048,1.25556 -0.03612,0.0547 -0.05813,0.11531 -0.05813,0.18601 l 0,1.26719 c 0,0.19153 0.157238,0.34877 0.348768,0.34877 l 1.255564,0 c 0.0577,0 0.115028,-0.0217 0.162758,-0.0465 1.534991,2.15748 1.847272,4.84521 0.778915,6.68471 l -1.139308,0 c -0.272545,0 -0.499901,0.22736 -0.499901,0.4999 l 0,1.04631 c -1.890131,0.93283 -4.507062,0.27395 -6.417327,-1.80197 -0.420028,-0.45645 -0.765414,-0.95075 -1.057929,-1.46483 0.115981,-0.14065 0.186009,-0.31415 0.186009,-0.51152 l 0,-2.97615 c 0,-0.45113 -0.362668,-0.8138 -0.813791,-0.8138 l -0.29064,0 c 0.129895,-0.92133 0.487392,-1.7602 1.092806,-2.41812 0.802382,-0.87196 1.894343,-1.28472 3.069156,-1.25556 z"
+           id="path3104" />
+        <text
+           xml:space="preserve"
+           style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:url(#linearGradient4191);fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
+           x="97.599106"
+           y="259.56244"
+           id="text3106"
+           sodipodi:linespacing="125%"
+           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+           inkscape:export-xdpi="47.908585"
+           inkscape:export-ydpi="47.908585"><tspan
+             sodipodi:role="line"
+             id="tspan3108"
+             x="97.599106"
+             y="259.56244"
+             style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:url(#linearGradient4191);fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis">OCTAVE</tspan></text>
+      </g>
+      <g
+         id="g4205"
+         transform="translate(-21.467752,-73.923217)">
+        <rect
+           style="fill:url(#radialGradient4201);fill-opacity:1;fill-rule:nonzero;stroke:none"
+           id="rect3968"
+           width="113.00546"
+           height="26.836876"
+           x="75.012581"
+           y="289.55231"
+           rx="3.1993449"
+           ry="3.1993449" />
+        <path
+           inkscape:connector-curvature="0"
+           style="fill:#4d4d4d;fill-opacity:1;stroke:none"
+           d="m 86.611557,295.44688 c -1.513809,-0.0569 -2.919889,0.44809 -3.941076,1.55783 -0.850629,0.9244 -1.316922,2.14519 -1.418322,3.47605 l -0.244138,0 c -0.451124,0 -0.813791,0.36267 -0.813791,0.8138 l 0,2.97615 c 0,0.45112 0.362667,0.81379 0.813791,0.81379 l 1.220687,0 c 0.432552,0.87405 0.993477,1.71135 1.697337,2.47625 2.878225,3.12783 6.945553,3.83975 9.346977,1.73221 l 1.104431,0 c 0.272545,0 0.488275,-0.22735 0.488275,-0.4999 l 0,-1.79034 c 0,-0.0741 -0.01737,-0.14634 -0.0465,-0.20926 0.65572,-2.26688 0.04977,-5.1211 -1.685711,-7.48688 l 0,-1.05793 c 0,-0.19153 -0.157238,-0.33714 -0.348768,-0.33714 l -0.87192,0 c -1.61663,-1.54956 -3.528388,-2.39801 -5.30127,-2.46463 z m 1.243938,1.3602 c 1.11887,0.0278 2.309554,0.45969 3.383048,1.25556 -0.03612,0.0546 -0.05813,0.11531 -0.05813,0.18601 l 0,1.26719 c 0,0.19153 0.157238,0.34877 0.348768,0.34877 l 1.255564,0 c 0.0577,0 0.115028,-0.0217 0.162758,-0.0465 1.534991,2.15748 1.847272,4.84521 0.778915,6.68471 l -1.139308,0 c -0.272545,0 -0.499901,0.22736 -0.499901,0.4999 l 0,1.04631 c -1.890131,0.93283 -4.507062,0.27395 -6.417327,-1.80197 -0.420028,-0.45645 -0.765414,-0.95075 -1.057929,-1.46483 0.115981,-0.14065 0.186009,-0.31415 0.186009,-0.51152 l 0,-2.97615 c 0,-0.45113 -0.362668,-0.8138 -0.813791,-0.8138 l -0.29064,0 c 0.129895,-0.92133 0.487392,-1.7602 1.092806,-2.41812 0.802382,-0.87196 1.894343,-1.28472 3.069156,-1.25556 z"
+           id="path3974" />
+        <text
+           xml:space="preserve"
+           style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#4d4d4d;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
+           x="97.599106"
+           y="310.2363"
+           id="text3976"
+           sodipodi:linespacing="125%"
+           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+           inkscape:export-xdpi="47.908585"
+           inkscape:export-ydpi="47.908585"><tspan
+             sodipodi:role="line"
+             id="tspan3978"
+             x="97.599106"
+             y="310.2363"
+             style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#4d4d4d;fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis">OCTAVE</tspan></text>
+      </g>
+      <g
+         id="g4046"
+         transform="translate(-21.467752,-56.78229)">
+        <rect
+           ry="3.1993449"
+           rx="3.1993449"
+           y="204.60854"
+           x="75.012581"
+           height="26.836876"
+           width="113.00546"
+           id="rect3992"
+           style="fill:url(#radialGradient4004);fill-opacity:1;fill-rule:nonzero;stroke:none" />
+        <g
+           transform="translate(0.0415374,-0.41007935)"
+           id="g4015">
+          <g
+             transform="matrix(0.44923193,0,0,0.44923193,52.908108,168.67739)"
+             id="g3994">
+            <path
+               inkscape:export-ydpi="47.908585"
+               inkscape:export-xdpi="47.908585"
+               inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+               style="fill:url(#radialGradient4024);fill-opacity:1;stroke:none"
+               d="m 66.432103,97.488679 c -5.19584,5.646431 -3.93661,16.169031 2.81107,23.501871 6.74768,7.33285 16.42898,8.69955 21.62483,3.05312 5.19585,-5.64643 3.9402,-16.16946 -2.80749,-23.5023 -6.74768,-7.332861 -16.43256,-8.699131 -21.62841,-3.052691 z m 4.71149,2.34553 c 4.08256,-4.43659 11.589,-3.47152 16.76741,2.155961 5.17842,5.6275 6.06647,13.78491 1.98391,18.2215 -4.08256,4.43658 -11.59097,3.47369 -16.76939,-2.15381 -5.17842,-5.6275 -6.06449,-13.78704 -1.98193,-18.223651 z"
+               id="path3996"
+               inkscape:connector-curvature="0" />
+            <rect
+               inkscape:export-ydpi="47.908585"
+               inkscape:export-xdpi="47.908585"
+               inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+               style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+               id="rect3998"
+               width="4.349854"
+               height="4.349854"
+               x="85.381561"
+               y="99.493881"
+               ry="0.76958966" />
+            <rect
+               inkscape:export-ydpi="47.908585"
+               inkscape:export-xdpi="47.908585"
+               inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+               ry="1.8126545"
+               y="105.2245"
+               x="60.92659"
+               height="10.245436"
+               width="10.245436"
+               id="rect4000"
+               style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none" />
+            <rect
+               inkscape:export-ydpi="47.908585"
+               inkscape:export-xdpi="47.908585"
+               inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+               style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+               id="rect4002"
+               width="6.1897531"
+               height="6.1897531"
+               x="87.404739"
+               y="118.63705"
+               ry="1.0951102" />
+          </g>
+          <text
+             xml:space="preserve"
+             style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#4d4d4d;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
+             x="97.599106"
+             y="225.70261"
+             id="text4011"
+             sodipodi:linespacing="125%"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-ydpi="47.908585"><tspan
+               sodipodi:role="line"
+               id="tspan4013"
+               x="97.599106"
+               y="225.70261"
+               style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#4d4d4d;fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis">OCTAVE</tspan></text>
+        </g>
+      </g>
+      <g
+         id="g4243"
+         transform="translate(-21.467753,-80.948337)">
+        <g
+           id="g4071"
+           transform="translate(-31.547124,13.764387)">
+          <rect
+             ry="3.1993449"
+             rx="3.1993449"
+             y="181.10878"
+             x="106.55971"
+             height="26.836876"
+             width="113.00546"
+             id="rect4073"
+             style="fill:url(#radialGradient4263);fill-opacity:1;fill-rule:nonzero;stroke:none" />
+          <g
+             transform="translate(2.3569103,-40.944798)"
+             id="g4075">
+            <g
+               transform="matrix(0.44923193,0,0,0.44923193,82.098322,185.71236)"
+               id="g4077">
+              <path
+                 inkscape:export-ydpi="47.908585"
+                 inkscape:export-xdpi="47.908585"
+                 inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+                 style="fill:url(#radialGradient4265);fill-opacity:1;stroke:none"
+                 d="m 66.432103,97.488679 c -5.19584,5.646431 -3.93661,16.169031 2.81107,23.501871 6.74768,7.33285 16.42898,8.69955 21.62483,3.05312 5.19585,-5.64643 3.9402,-16.16946 -2.80749,-23.5023 -6.74768,-7.332861 -16.43256,-8.699131 -21.62841,-3.052691 z m 4.71149,2.34553 c 4.08256,-4.43659 11.589,-3.47152 16.76741,2.155961 5.17842,5.6275 6.06647,13.78491 1.98391,18.2215 -4.08256,4.43658 -11.59097,3.47369 -16.76939,-2.15381 -5.17842,-5.6275 -6.06449,-13.78704 -1.98193,-18.223651 z"
+                 id="path4079"
+                 inkscape:connector-curvature="0" />
+              <rect
+                 inkscape:export-ydpi="47.908585"
+                 inkscape:export-xdpi="47.908585"
+                 inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+                 style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+                 id="rect4081"
+                 width="4.349854"
+                 height="4.349854"
+                 x="85.381561"
+                 y="99.493881"
+                 ry="0.76958966" />
+              <rect
+                 inkscape:export-ydpi="47.908585"
+                 inkscape:export-xdpi="47.908585"
+                 inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+                 ry="1.8126545"
+                 y="105.2245"
+                 x="60.92659"
+                 height="10.245436"
+                 width="10.245436"
+                 id="rect4083"
+                 style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none" />
+              <rect
+                 inkscape:export-ydpi="47.908585"
+                 inkscape:export-xdpi="47.908585"
+                 inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+                 style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+                 id="rect4085"
+                 width="6.1897531"
+                 height="6.1897531"
+                 x="87.404739"
+                 y="118.63705"
+                 ry="1.0951102" />
+            </g>
+            <text
+               xml:space="preserve"
+               style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:url(#linearGradient4267);fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
+               x="126.8724"
+               y="242.73756"
+               id="text4087"
+               sodipodi:linespacing="125%"
+               inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+               inkscape:export-xdpi="47.908585"
+               inkscape:export-ydpi="47.908585"><tspan
+                 sodipodi:role="line"
+                 id="tspan4089"
+                 x="126.8724"
+                 y="242.73756"
+                 style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:url(#linearGradient4267);fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis">OCTAVE</tspan></text>
+          </g>
+        </g>
+        <rect
+           ry="3.1993449"
+           rx="3.1993449"
+           y="194.87317"
+           x="75.012581"
+           height="26.836876"
+           width="113.00546"
+           id="rect4091"
+           style="fill:url(#radialGradient4269);fill-opacity:1;fill-rule:nonzero;stroke:none" />
+        <g
+           id="g4093"
+           transform="matrix(0.44923193,0,0,0.44923193,52.908108,158.53195)">
+          <path
+             inkscape:connector-curvature="0"
+             id="path4095"
+             d="m 66.432103,97.488679 c -5.19584,5.646431 -3.93661,16.169031 2.81107,23.501871 6.74768,7.33285 16.42898,8.69955 21.62483,3.05312 5.19585,-5.64643 3.9402,-16.16946 -2.80749,-23.5023 -6.74768,-7.332861 -16.43256,-8.699131 -21.62841,-3.052691 z m 4.71149,2.34553 c 4.08256,-4.43659 11.589,-3.47152 16.76741,2.155961 5.17842,5.6275 6.06647,13.78491 1.98391,18.2215 -4.08256,4.43658 -11.59097,3.47369 -16.76939,-2.15381 -5.17842,-5.6275 -6.06449,-13.78704 -1.98193,-18.223651 z"
+             style="fill:url(#radialGradient4271);fill-opacity:1;stroke:none"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-ydpi="47.908585" />
+          <rect
+             ry="0.76958966"
+             y="99.493881"
+             x="85.381561"
+             height="4.349854"
+             width="4.349854"
+             id="rect4097"
+             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-ydpi="47.908585" />
+          <rect
+             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+             id="rect4099"
+             width="10.245436"
+             height="10.245436"
+             x="60.92659"
+             y="105.2245"
+             ry="1.8126545"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-ydpi="47.908585" />
+          <rect
+             ry="1.0951102"
+             y="118.63705"
+             x="87.404739"
+             height="6.1897531"
+             width="6.1897531"
+             id="rect4101"
+             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+             inkscape:export-xdpi="47.908585"
+             inkscape:export-ydpi="47.908585" />
+        </g>
+        <text
+           inkscape:export-ydpi="47.908585"
+           inkscape:export-xdpi="47.908585"
+           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+           sodipodi:linespacing="125%"
+           id="text4103"
+           y="215.55716"
+           x="97.682182"
+           style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:url(#linearGradient4273);fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
+           xml:space="preserve"><tspan
+             style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:url(#linearGradient4273);fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis"
+             y="215.55716"
+             x="97.682182"
+             id="tspan4105"
+             sodipodi:role="line">OCTAVE</tspan></text>
+      </g>
+      <g
+         id="g4143"
+         transform="matrix(0.44923193,0,0,0.44923193,27.387936,50.347036)">
+        <path
+           inkscape:connector-curvature="0"
+           id="path4145"
+           d="m 66.432103,97.488679 c -5.19584,5.646431 -3.93661,16.169031 2.81107,23.501871 6.74768,7.33285 16.42898,8.69955 21.62483,3.05312 5.19585,-5.64643 3.9402,-16.16946 -2.80749,-23.5023 -6.74768,-7.332861 -16.43256,-8.699131 -21.62841,-3.052691 z m 4.71149,2.34553 c 4.08256,-4.43659 11.589,-3.47152 16.76741,2.155961 5.17842,5.6275 6.06647,13.78491 1.98391,18.2215 -4.08256,4.43658 -11.59097,3.47369 -16.76939,-2.15381 -5.17842,-5.6275 -6.06449,-13.78704 -1.98193,-18.223651 z"
+           style="fill:url(#radialGradient4211);fill-opacity:1;stroke:none"
+           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+           inkscape:export-xdpi="47.908585"
+           inkscape:export-ydpi="47.908585" />
+        <rect
+           ry="0.76958966"
+           y="99.493881"
+           x="85.381561"
+           height="4.349854"
+           width="4.349854"
+           id="rect4147"
+           style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+           inkscape:export-xdpi="47.908585"
+           inkscape:export-ydpi="47.908585" />
+        <rect
+           style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+           id="rect4149"
+           width="10.245436"
+           height="10.245436"
+           x="60.92659"
+           y="105.2245"
+           ry="1.8126545"
+           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+           inkscape:export-xdpi="47.908585"
+           inkscape:export-ydpi="47.908585" />
+        <rect
+           ry="1.0951102"
+           y="118.63705"
+           x="87.404739"
+           height="6.1897531"
+           width="6.1897531"
+           id="rect4151"
+           style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
+           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+           inkscape:export-xdpi="47.908585"
+           inkscape:export-ydpi="47.908585" />
+      </g>
+      <path
+         inkscape:connector-curvature="0"
+         style="fill:#4d4d4d;fill-opacity:1;stroke:none"
+         d="m 87.707716,92.584072 c -1.51381,-0.0569 -2.91989,0.44809 -3.94108,1.55783 -0.85062,0.9244 -1.31692,2.14519 -1.41832,3.47605 l -0.24414,0 c -0.45112,0 -0.81379,0.36267 -0.81379,0.8138 l 0,2.976148 c 0,0.45112 0.36267,0.81379 0.81379,0.81379 l 1.22069,0 c 0.43255,0.87405 0.99348,1.71135 1.69734,2.47625 2.87822,3.12783 6.94555,3.83975 9.34698,1.73221 l 1.10443,0 c 0.27254,0 0.48827,-0.22735 0.48827,-0.4999 l 0,-1.79034 c 0,-0.0741 -0.0174,-0.14634 -0.0465,-0.20926 0.65572,-2.26688 0.0498,-5.121098 -1.68571,-7.486878 l 0,-1.05793 c 0,-0.19153 -0.15724,-0.33714 -0.34877,-0.33714 l -0.87192,0 c -1.61663,-1.54956 -3.52839,-2.39801 -5.30127,-2.46463 z m 1.24394,1.3602 c 1.11887,0.0278 2.30955,0.45969 3.38305,1.25556 -0.0361,0.0546 -0.0581,0.11531 -0.0581,0.18601 l 0,1.26719 c 0,0.19153 0.15723,0.34877 0.34876,0.34877 l 1.25557,0 c 0.0577,0 0.11503,-0.0217 0.16276,-0.0465 1.53499,2.15748 1.84727,4.845208 0.77891,6.684708 l -1.13931,0 c -0.27254,0 -0.4999,0.22736 -0.4999,0.4999 l 0,1.04631 c -1.89013,0.93283 -4.50706,0.27395 -6.41732,-1.80197 -0.42003,-0.45645 -0.76542,-0.95075 -1.05793,-1.46483 0.11598,-0.14065 0.18601,-0.31415 0.18601,-0.51152 l 0,-2.976148 c 0,-0.45113 -0.36267,-0.8138 -0.8138,-0.8138 l -0.29064,0 c 0.1299,-0.92133 0.4874,-1.7602 1.09281,-2.41812 0.80238,-0.87196 1.89434,-1.28472 3.06916,-1.25556 z"
+         id="path4203" />
+      <g
+         id="g4309"
+         transform="translate(-21.467753,-73.370413)">
+        <path
+           id="path4295"
+           d="m 86.611558,322.90564 c -1.513809,-0.0569 -2.919889,0.44808 -3.941076,1.55783 -0.850629,0.9244 -1.316922,2.14519 -1.418322,3.47605 l -0.244138,0 c -0.451124,0 -0.813791,0.36266 -0.813791,0.8138 l 0,2.97615 c 0,0.45112 0.362667,0.81379 0.813791,0.81379 l 1.220687,0 c 0.432552,0.87405 0.993477,1.71135 1.697337,2.47625 2.878225,3.12783 6.945553,3.83975 9.346977,1.73221 l 1.104431,0 c 0.272545,0 0.488275,-0.22735 0.488275,-0.4999 l 0,-1.79035 c 0,-0.0741 -0.01737,-0.14634 -0.0465,-0.20925 0.65572,-2.26688 0.04977,-5.1211 -1.685711,-7.48688 l 0,-1.05793 c 0,-0.19153 -0.157238,-0.33714 -0.348768,-0.33714 l -0.87192,0 c -1.61663,-1.54956 -3.528388,-2.39801 -5.30127,-2.46463 z m 1.243938,1.3602 c 1.11887,0.0278 2.309554,0.45969 3.383048,1.25556 -0.03612,0.0546 -0.05813,0.11531 -0.05813,0.18601 l 0,1.26719 c 0,0.19153 0.157238,0.34877 0.348768,0.34877 l 1.255564,0 c 0.0577,0 0.115028,-0.0217 0.162758,-0.0465 1.534991,2.15748 1.847272,4.84521 0.778915,6.68471 l -1.139308,0 c -0.272545,0 -0.499901,0.22736 -0.499901,0.4999 l 0,1.04631 c -1.890131,0.93283 -4.507062,0.27395 -6.417327,-1.80197 -0.420028,-0.45645 -0.765414,-0.95075 -1.057929,-1.46483 0.115981,-0.14065 0.186009,-0.31415 0.186009,-0.51152 l 0,-2.97615 c 0,-0.45113 -0.362668,-0.8138 -0.813791,-0.8138 l -0.29064,0 c 0.129895,-0.92133 0.487392,-1.7602 1.092806,-2.41812 0.802382,-0.87196 1.894343,-1.28472 3.069156,-1.25556 z"
+           style="fill:#4d4d4d;fill-opacity:1;stroke:none"
+           inkscape:connector-curvature="0" />
+        <text
+           inkscape:export-ydpi="47.908585"
+           inkscape:export-xdpi="47.908585"
+           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
+           sodipodi:linespacing="125%"
+           id="text4297"
+           y="337.69504"
+           x="97.599106"
+           style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#4d4d4d;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
+           xml:space="preserve"><tspan
+             style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#4d4d4d;fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis"
+             y="337.69504"
+             x="97.599106"
+             id="tspan4299"
+             sodipodi:role="line">OCTAVE</tspan></text>
+      </g>
+    </g>
+    <flowRoot
+       xml:space="preserve"
+       id="flowRoot3016"
+       style="fill:black;stroke:none;stroke-opacity:1;stroke-width:1px;stroke-linejoin:miter;stroke-linecap:butt;fill-opacity:1;font-family:ZapfEllipt BT;font-style:normal;font-weight:normal;font-size:40px;line-height:125%;letter-spacing:0px;word-spacing:0px;-inkscape-font-specification:ZapfEllipt BT;font-stretch:normal;font-variant:normal"><flowRegion
+         id="flowRegion3018"><rect
+           id="rect3020"
+           width="835.43738"
+           height="362.30096"
+           x="-17.876692"
+           y="14.322274" /></flowRegion><flowPara
+         id="flowPara3022" /></flowRoot>  </g>
+</svg>
--- a/etc/icons/octave_branding_samples.svg	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,1177 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<!-- Created with Inkscape (http://www.inkscape.org/) -->
-
-<svg
-   xmlns:osb="http://www.openswatchbook.org/uri/2009/osb"
-   xmlns:dc="http://purl.org/dc/elements/1.1/"
-   xmlns:cc="http://creativecommons.org/ns#"
-   xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#"
-   xmlns:svg="http://www.w3.org/2000/svg"
-   xmlns="http://www.w3.org/2000/svg"
-   xmlns:xlink="http://www.w3.org/1999/xlink"
-   xmlns:sodipodi="http://sodipodi.sourceforge.net/DTD/sodipodi-0.dtd"
-   xmlns:inkscape="http://www.inkscape.org/namespaces/inkscape"
-   width="744.09448819"
-   height="1052.3622047"
-   id="svg2"
-   version="1.1"
-   inkscape:version="0.48.0 r9654"
-   sodipodi:docname="dfsdf.svg">
-  <defs
-     id="defs4">
-    <linearGradient
-       id="linearGradient4204">
-      <stop
-         style="stop-color:#d45500;stop-opacity:1;"
-         offset="0"
-         id="stop4206" />
-      <stop
-         style="stop-color:#ff7f2a;stop-opacity:1;"
-         offset="1"
-         id="stop4208" />
-    </linearGradient>
-    <linearGradient
-       id="linearGradient4009">
-      <stop
-         style="stop-color:#1e1e1e;stop-opacity:1;"
-         offset="0"
-         id="stop4011" />
-      <stop
-         style="stop-color:#0a0a0a;stop-opacity:1;"
-         offset="1"
-         id="stop4013" />
-    </linearGradient>
-    <linearGradient
-       id="linearGradient3927">
-      <stop
-         style="stop-color:#e6e6e6;stop-opacity:1;"
-         offset="0"
-         id="stop3929" />
-      <stop
-         style="stop-color:#c8c8c8;stop-opacity:1;"
-         offset="1"
-         id="stop3931" />
-    </linearGradient>
-    <linearGradient
-       inkscape:collect="always"
-       id="linearGradient5943">
-      <stop
-         style="stop-color:#005e80;stop-opacity:1;"
-         offset="0"
-         id="stop5945" />
-      <stop
-         style="stop-color:#005e80;stop-opacity:0;"
-         offset="1"
-         id="stop5947" />
-    </linearGradient>
-    <linearGradient
-       id="linearGradient5748"
-       osb:paint="solid">
-      <stop
-         style="stop-color:#000000;stop-opacity:1;"
-         offset="0"
-         id="stop5750" />
-    </linearGradient>
-    <linearGradient
-       id="linearGradient4308">
-      <stop
-         id="stop4310"
-         offset="0"
-         style="stop-color:#008cbe;stop-opacity:1;" />
-      <stop
-         id="stop4312"
-         offset="1"
-         style="stop-color:#000000;stop-opacity:1;" />
-    </linearGradient>
-    <linearGradient
-       id="linearGradient3976">
-      <stop
-         style="stop-color:#ffff2a;stop-opacity:1;"
-         offset="0"
-         id="stop3978" />
-      <stop
-         style="stop-color:#ffffff;stop-opacity:1;"
-         offset="1"
-         id="stop3980" />
-    </linearGradient>
-    <linearGradient
-       id="linearGradient3840">
-      <stop
-         style="stop-color:#000000;stop-opacity:0.58035713;"
-         offset="0"
-         id="stop3842" />
-      <stop
-         style="stop-color:#000000;stop-opacity:0;"
-         offset="1"
-         id="stop3844" />
-    </linearGradient>
-    <linearGradient
-       id="linearGradient3755">
-      <stop
-         style="stop-color:#008cbe;stop-opacity:1;"
-         offset="0"
-         id="stop3757" />
-      <stop
-         style="stop-color:#008cbe;stop-opacity:0;"
-         offset="1"
-         id="stop3759" />
-    </linearGradient>
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755"
-       id="radialGradient5882"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(3.1825621,-3.1825621,10.616125,10.616125,-4957.7085,-4957.9174)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755"
-       id="radialGradient5884"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(3.1825621,-3.1825621,10.616125,10.616125,-4957.7085,-4957.9174)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient5943"
-       id="linearGradient5949"
-       x1="553.82886"
-       y1="268.30722"
-       x2="553.82886"
-       y2="754.65405"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.57247179,0,0,0.57247179,158.30205,-21.246556)" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755"
-       id="radialGradient3028"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.22914334,-0.22914334,0.7643572,0.7643572,-264.43967,-118.04761)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755"
-       id="radialGradient3031"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(3.1825621,-3.1825621,10.616125,10.616125,-4957.7085,-4957.9174)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755"
-       id="radialGradient3046"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(3.1825621,-3.1825621,10.616125,10.616125,-4957.7085,-4957.9174)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755"
-       id="radialGradient3048"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.22914334,-0.22914334,0.7643572,0.7643572,-264.43967,-118.04761)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755-1"
-       id="radialGradient3033"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <linearGradient
-       id="linearGradient3755-1">
-      <stop
-         style="stop-color:#008cbe;stop-opacity:1;"
-         offset="0"
-         id="stop3757-7" />
-      <stop
-         style="stop-color:#b2ffff;stop-opacity:1;"
-         offset="1"
-         id="stop3759-4" />
-    </linearGradient>
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755"
-       id="radialGradient3056"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.22914334,-0.22914334,0.7643572,0.7643572,-264.43967,-118.04761)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755-1"
-       id="radialGradient3082"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755-1"
-       id="radialGradient3090"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.59993399,-0.65196063,2.0012097,2.1747557,-791.30099,-395.1989)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3976"
-       id="radialGradient3969"
-       cx="103.95617"
-       cy="237.77158"
-       fx="103.95617"
-       fy="237.77158"
-       r="17.185033"
-       gradientTransform="matrix(2.2575899,7.6114157e-8,-3.3812625e-8,1.002902,-130.73422,-0.43519134)"
-       gradientUnits="userSpaceOnUse" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4023"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4036"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4053"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4119"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4134"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4178"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4212"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient4204"
-       id="linearGradient4294"
-       x1="77.580376"
-       y1="259.08877"
-       x2="257.83615"
-       y2="259.08878"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(8.660127,27.784574)" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4394"
-       x1="132.90211"
-       y1="249.81078"
-       x2="132.90211"
-       y2="267.4581"
-       gradientUnits="userSpaceOnUse" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient3100"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient4009"
-       id="radialGradient3119"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.47596387,0,0,0.11486166,151.63238,207.23914)"
-       cx="-42.265961"
-       cy="392.27816"
-       fx="-42.265961"
-       fy="392.27816"
-       r="119.71222" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient3895"
-       x1="131.67371"
-       y1="218.30539"
-       x2="131.67371"
-       y2="230.0851"
-       gradientUnits="userSpaceOnUse" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient3901"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient3916"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient3920"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(6.162562,-20.661491)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient3933"
-       gradientUnits="userSpaceOnUse"
-       x1="131.67371"
-       y1="218.30539"
-       x2="131.67371"
-       y2="230.0851" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient3948"
-       x1="90.12738"
-       y1="248.29231"
-       x2="90.12738"
-       y2="259.78391"
-       gradientUnits="userSpaceOnUse" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient3950"
-       x1="90.12738"
-       y1="248.29231"
-       x2="90.12738"
-       y2="259.78391"
-       gradientUnits="userSpaceOnUse" />
-    <filter
-       inkscape:collect="always"
-       id="filter3960">
-      <feGaussianBlur
-         inkscape:collect="always"
-         stdDeviation="0.29424821"
-         id="feGaussianBlur3962" />
-    </filter>
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="radialGradient4004"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.47596387,0,0,0.11486166,151.63238,172.96925)"
-       cx="-42.265961"
-       cy="392.27817"
-       fx="-42.265961"
-       fy="392.27817"
-       r="119.71222" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755-1"
-       id="radialGradient4024"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4111"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4117"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(6.162562,-20.661491)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4161"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4167"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(6.162562,-20.661491)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4171"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(6.162562,-82.568501)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4191"
-       gradientUnits="userSpaceOnUse"
-       x1="90.12738"
-       y1="248.29231"
-       x2="90.12738"
-       y2="259.78391" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4193"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4195"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(6.162562,-20.661491)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="radialGradient4201"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.47596387,0,0,0.11486166,151.63238,257.91302)"
-       cx="-42.265961"
-       cy="392.27817"
-       fx="-42.265961"
-       fy="392.27817"
-       r="119.71222" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755-1"
-       id="radialGradient4211"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4215"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(6.162562,0.80626283)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4241"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient4009"
-       id="radialGradient4263"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.47596387,0,0,0.11486166,183.1795,149.46949)"
-       cx="-42.265961"
-       cy="392.27816"
-       fx="-42.265961"
-       fy="392.27816"
-       r="119.71222" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755-1"
-       id="radialGradient4265"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4267"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(35.352776,27.986674)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient4009"
-       id="radialGradient4269"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.47596387,0,0,0.11486166,151.63238,163.23388)"
-       cx="-42.265961"
-       cy="392.27816"
-       fx="-42.265961"
-       fy="392.27816"
-       r="119.71222" />
-    <radialGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3755-1"
-       id="radialGradient4271"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="matrix(0.22914334,-0.24901479,0.7643572,0.83064268,-274.64232,-161.59239)"
-       cx="182.9837"
-       cy="395.04871"
-       fx="182.9837"
-       fy="395.04871"
-       r="148.95309" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4273"
-       gradientUnits="userSpaceOnUse"
-       gradientTransform="translate(6.162562,0.80626283)"
-       x1="132.73569"
-       y1="203.34033"
-       x2="132.73569"
-       y2="215.12015" />
-    <linearGradient
-       inkscape:collect="always"
-       xlink:href="#linearGradient3927"
-       id="linearGradient4289"
-       gradientUnits="userSpaceOnUse"
-       x1="90.12738"
-       y1="248.29231"
-       x2="90.12738"
-       y2="259.78391" />
-  </defs>
-  <sodipodi:namedview
-     id="base"
-     pagecolor="#ffffff"
-     bordercolor="#666666"
-     borderopacity="1.0"
-     inkscape:pageopacity="0.0"
-     inkscape:pageshadow="2"
-     inkscape:zoom="0.74515557"
-     inkscape:cx="306.69924"
-     inkscape:cy="766.31164"
-     inkscape:document-units="px"
-     inkscape:current-layer="g3033"
-     showgrid="false"
-     showguides="true"
-     inkscape:guide-bbox="true"
-     inkscape:window-width="1366"
-     inkscape:window-height="706"
-     inkscape:window-x="-8"
-     inkscape:window-y="-8"
-     inkscape:window-maximized="1" />
-  <metadata
-     id="metadata7">
-    <rdf:RDF>
-      <cc:Work
-         rdf:about="">
-        <dc:format>image/svg+xml</dc:format>
-        <dc:type
-           rdf:resource="http://purl.org/dc/dcmitype/StillImage" />
-        <dc:title></dc:title>
-      </cc:Work>
-    </rdf:RDF>
-  </metadata>
-  <g
-     inkscape:label="Layer 1"
-     inkscape:groupmode="layer"
-     id="layer1">
-    <g
-       id="g3033"
-       transform="matrix(2.6880349,0,0,2.6880349,-128.19445,-235.26709)">
-      <g
-         id="g4081"
-         transform="matrix(0.46122123,0,0,0.46122123,74.894686,33.449198)">
-        <g
-           transform="translate(0,11.177286)"
-           id="g3061">
-          <text
-             inkscape:export-ydpi="47.908585"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             sodipodi:linespacing="125%"
-             id="text5961"
-             y="135.78569"
-             x="82.525833"
-             style="font-size:5.28903818px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#dcdcdc;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
-             xml:space="preserve"><tspan
-               style="font-size:7.11013079px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#dcdcdc;fill-opacity:1;font-family:DejaVu Sans Mono;-inkscape-font-specification:DejaVu Sans Mono"
-               y="135.78569"
-               x="82.525833"
-               id="tspan5963"
-               sodipodi:role="line">10101000010010010100010001</tspan></text>
-          <text
-             inkscape:export-ydpi="47.908585"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             sodipodi:linespacing="125%"
-             id="text5893"
-             y="134.11568"
-             x="107.10662"
-             style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#323232;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
-             xml:space="preserve"><tspan
-               style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#323232;fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis"
-               y="134.11568"
-               x="107.10662"
-               id="tspan5895"
-               sodipodi:role="line">OCTAVE</tspan></text>
-          <text
-             inkscape:export-ydpi="47.908585"
-             inkscape:export-xdpi="47.908585"
-             xml:space="preserve"
-             style="font-size:5.3095026px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#008cbe;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
-             x="107.36284"
-             y="145.60464"
-             id="text5905"
-             sodipodi:linespacing="125%"><tspan
-               sodipodi:role="line"
-               id="tspan5907"
-               x="107.36284"
-               y="145.60464"
-               style="font-size:8.49520493px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#646464;fill-opacity:1;stroke:none;font-family:DejaVu Sans;-inkscape-font-specification:DejaVu Sans">[free your numbers]</tspan></text>
-        </g>
-        <g
-           transform="matrix(0.97400532,0,0,0.97400532,12.774875,36.637163)"
-           id="g3025">
-          <path
-             inkscape:export-ydpi="47.908585"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             style="fill:url(#radialGradient3033);fill-opacity:1;stroke:none"
-             d="m 66.432103,97.488679 c -5.19584,5.646431 -3.93661,16.169031 2.81107,23.501871 6.74768,7.33285 16.42898,8.69955 21.62483,3.05312 5.19585,-5.64643 3.9402,-16.16946 -2.80749,-23.5023 -6.74768,-7.332861 -16.43256,-8.699131 -21.62841,-3.052691 z m 4.71149,2.34553 c 4.08256,-4.43659 11.589,-3.47152 16.76741,2.155961 5.17842,5.6275 6.06647,13.78491 1.98391,18.2215 -4.08256,4.43658 -11.59097,3.47369 -16.76939,-2.15381 -5.17842,-5.6275 -6.06449,-13.78704 -1.98193,-18.223651 z"
-             id="path5874-0"
-             inkscape:connector-curvature="0" />
-          <rect
-             inkscape:export-ydpi="47.908585"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-             id="rect5876-9"
-             width="4.349854"
-             height="4.349854"
-             x="85.381561"
-             y="99.493881"
-             ry="0.76958966" />
-          <rect
-             inkscape:export-ydpi="47.908585"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             ry="1.8126545"
-             y="105.2245"
-             x="60.92659"
-             height="10.245436"
-             width="10.245436"
-             id="rect5878-4"
-             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none" />
-          <rect
-             inkscape:export-ydpi="47.908585"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-             id="rect5880-8"
-             width="6.1897531"
-             height="6.1897531"
-             x="87.404739"
-             y="118.63705"
-             ry="1.0951102" />
-        </g>
-      </g>
-      <g
-         id="g4057"
-         transform="translate(-21.467752,-57.15077)">
-        <rect
-           ry="3.1993449"
-           rx="3.1993449"
-           y="238.87843"
-           x="75.012581"
-           height="26.836876"
-           width="113.00546"
-           id="rect3078"
-           style="fill:url(#radialGradient3119);fill-opacity:1;fill-rule:nonzero;stroke:none" />
-        <path
-           inkscape:connector-curvature="0"
-           style="fill:url(#linearGradient3948);fill-opacity:1;stroke:none"
-           d="m 86.611557,244.773 c -1.513809,-0.0569 -2.919889,0.44809 -3.941076,1.55783 -0.850629,0.9244 -1.316922,2.14519 -1.418322,3.47605 l -0.244138,0 c -0.451124,0 -0.813791,0.36267 -0.813791,0.8138 l 0,2.97615 c 0,0.45112 0.362667,0.81379 0.813791,0.81379 l 1.220687,0 c 0.432552,0.87405 0.993477,1.71135 1.697337,2.47625 2.878225,3.12783 6.945553,3.83975 9.346977,1.73221 l 1.104431,0 c 0.272545,0 0.488275,-0.22735 0.488275,-0.4999 l 0,-1.79034 c 0,-0.0741 -0.01737,-0.14634 -0.0465,-0.20926 0.65572,-2.26688 0.04977,-5.1211 -1.685711,-7.48688 l 0,-1.05793 c 0,-0.19153 -0.157238,-0.33714 -0.348768,-0.33714 l -0.87192,0 c -1.61663,-1.54956 -3.528388,-2.39801 -5.30127,-2.46463 z m 1.243938,1.3602 c 1.11887,0.0278 2.309554,0.45969 3.383048,1.25556 -0.03612,0.0547 -0.05813,0.11531 -0.05813,0.18601 l 0,1.26719 c 0,0.19153 0.157238,0.34877 0.348768,0.34877 l 1.255564,0 c 0.0577,0 0.115028,-0.0217 0.162758,-0.0465 1.534991,2.15748 1.847272,4.84521 0.778915,6.68471 l -1.139308,0 c -0.272545,0 -0.499901,0.22736 -0.499901,0.4999 l 0,1.04631 c -1.890131,0.93283 -4.507062,0.27395 -6.417327,-1.80197 -0.420028,-0.45645 -0.765414,-0.95075 -1.057929,-1.46483 0.115981,-0.14065 0.186009,-0.31415 0.186009,-0.51152 l 0,-2.97615 c 0,-0.45113 -0.362668,-0.8138 -0.813791,-0.8138 l -0.29064,0 c 0.129895,-0.92133 0.487392,-1.7602 1.092806,-2.41812 0.802382,-0.87196 1.894343,-1.28472 3.069156,-1.25556 z"
-           id="path3104" />
-        <text
-           xml:space="preserve"
-           style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:url(#linearGradient4191);fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
-           x="97.599106"
-           y="259.56244"
-           id="text3106"
-           sodipodi:linespacing="125%"
-           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-           inkscape:export-xdpi="47.908585"
-           inkscape:export-ydpi="47.908585"><tspan
-             sodipodi:role="line"
-             id="tspan3108"
-             x="97.599106"
-             y="259.56244"
-             style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:url(#linearGradient4191);fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis">OCTAVE</tspan></text>
-      </g>
-      <g
-         id="g4205"
-         transform="translate(-21.467752,-73.923217)">
-        <rect
-           style="fill:url(#radialGradient4201);fill-opacity:1;fill-rule:nonzero;stroke:none"
-           id="rect3968"
-           width="113.00546"
-           height="26.836876"
-           x="75.012581"
-           y="289.55231"
-           rx="3.1993449"
-           ry="3.1993449" />
-        <path
-           inkscape:connector-curvature="0"
-           style="fill:#4d4d4d;fill-opacity:1;stroke:none"
-           d="m 86.611557,295.44688 c -1.513809,-0.0569 -2.919889,0.44809 -3.941076,1.55783 -0.850629,0.9244 -1.316922,2.14519 -1.418322,3.47605 l -0.244138,0 c -0.451124,0 -0.813791,0.36267 -0.813791,0.8138 l 0,2.97615 c 0,0.45112 0.362667,0.81379 0.813791,0.81379 l 1.220687,0 c 0.432552,0.87405 0.993477,1.71135 1.697337,2.47625 2.878225,3.12783 6.945553,3.83975 9.346977,1.73221 l 1.104431,0 c 0.272545,0 0.488275,-0.22735 0.488275,-0.4999 l 0,-1.79034 c 0,-0.0741 -0.01737,-0.14634 -0.0465,-0.20926 0.65572,-2.26688 0.04977,-5.1211 -1.685711,-7.48688 l 0,-1.05793 c 0,-0.19153 -0.157238,-0.33714 -0.348768,-0.33714 l -0.87192,0 c -1.61663,-1.54956 -3.528388,-2.39801 -5.30127,-2.46463 z m 1.243938,1.3602 c 1.11887,0.0278 2.309554,0.45969 3.383048,1.25556 -0.03612,0.0546 -0.05813,0.11531 -0.05813,0.18601 l 0,1.26719 c 0,0.19153 0.157238,0.34877 0.348768,0.34877 l 1.255564,0 c 0.0577,0 0.115028,-0.0217 0.162758,-0.0465 1.534991,2.15748 1.847272,4.84521 0.778915,6.68471 l -1.139308,0 c -0.272545,0 -0.499901,0.22736 -0.499901,0.4999 l 0,1.04631 c -1.890131,0.93283 -4.507062,0.27395 -6.417327,-1.80197 -0.420028,-0.45645 -0.765414,-0.95075 -1.057929,-1.46483 0.115981,-0.14065 0.186009,-0.31415 0.186009,-0.51152 l 0,-2.97615 c 0,-0.45113 -0.362668,-0.8138 -0.813791,-0.8138 l -0.29064,0 c 0.129895,-0.92133 0.487392,-1.7602 1.092806,-2.41812 0.802382,-0.87196 1.894343,-1.28472 3.069156,-1.25556 z"
-           id="path3974" />
-        <text
-           xml:space="preserve"
-           style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#4d4d4d;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
-           x="97.599106"
-           y="310.2363"
-           id="text3976"
-           sodipodi:linespacing="125%"
-           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-           inkscape:export-xdpi="47.908585"
-           inkscape:export-ydpi="47.908585"><tspan
-             sodipodi:role="line"
-             id="tspan3978"
-             x="97.599106"
-             y="310.2363"
-             style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#4d4d4d;fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis">OCTAVE</tspan></text>
-      </g>
-      <g
-         id="g4046"
-         transform="translate(-21.467752,-56.78229)">
-        <rect
-           ry="3.1993449"
-           rx="3.1993449"
-           y="204.60854"
-           x="75.012581"
-           height="26.836876"
-           width="113.00546"
-           id="rect3992"
-           style="fill:url(#radialGradient4004);fill-opacity:1;fill-rule:nonzero;stroke:none" />
-        <g
-           transform="translate(0.0415374,-0.41007935)"
-           id="g4015">
-          <g
-             transform="matrix(0.44923193,0,0,0.44923193,52.908108,168.67739)"
-             id="g3994">
-            <path
-               inkscape:export-ydpi="47.908585"
-               inkscape:export-xdpi="47.908585"
-               inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-               style="fill:url(#radialGradient4024);fill-opacity:1;stroke:none"
-               d="m 66.432103,97.488679 c -5.19584,5.646431 -3.93661,16.169031 2.81107,23.501871 6.74768,7.33285 16.42898,8.69955 21.62483,3.05312 5.19585,-5.64643 3.9402,-16.16946 -2.80749,-23.5023 -6.74768,-7.332861 -16.43256,-8.699131 -21.62841,-3.052691 z m 4.71149,2.34553 c 4.08256,-4.43659 11.589,-3.47152 16.76741,2.155961 5.17842,5.6275 6.06647,13.78491 1.98391,18.2215 -4.08256,4.43658 -11.59097,3.47369 -16.76939,-2.15381 -5.17842,-5.6275 -6.06449,-13.78704 -1.98193,-18.223651 z"
-               id="path3996"
-               inkscape:connector-curvature="0" />
-            <rect
-               inkscape:export-ydpi="47.908585"
-               inkscape:export-xdpi="47.908585"
-               inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-               style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-               id="rect3998"
-               width="4.349854"
-               height="4.349854"
-               x="85.381561"
-               y="99.493881"
-               ry="0.76958966" />
-            <rect
-               inkscape:export-ydpi="47.908585"
-               inkscape:export-xdpi="47.908585"
-               inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-               ry="1.8126545"
-               y="105.2245"
-               x="60.92659"
-               height="10.245436"
-               width="10.245436"
-               id="rect4000"
-               style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none" />
-            <rect
-               inkscape:export-ydpi="47.908585"
-               inkscape:export-xdpi="47.908585"
-               inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-               style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-               id="rect4002"
-               width="6.1897531"
-               height="6.1897531"
-               x="87.404739"
-               y="118.63705"
-               ry="1.0951102" />
-          </g>
-          <text
-             xml:space="preserve"
-             style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#4d4d4d;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
-             x="97.599106"
-             y="225.70261"
-             id="text4011"
-             sodipodi:linespacing="125%"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-ydpi="47.908585"><tspan
-               sodipodi:role="line"
-               id="tspan4013"
-               x="97.599106"
-               y="225.70261"
-               style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#4d4d4d;fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis">OCTAVE</tspan></text>
-        </g>
-      </g>
-      <g
-         id="g4243"
-         transform="translate(-21.467753,-80.948337)">
-        <g
-           id="g4071"
-           transform="translate(-31.547124,13.764387)">
-          <rect
-             ry="3.1993449"
-             rx="3.1993449"
-             y="181.10878"
-             x="106.55971"
-             height="26.836876"
-             width="113.00546"
-             id="rect4073"
-             style="fill:url(#radialGradient4263);fill-opacity:1;fill-rule:nonzero;stroke:none" />
-          <g
-             transform="translate(2.3569103,-40.944798)"
-             id="g4075">
-            <g
-               transform="matrix(0.44923193,0,0,0.44923193,82.098322,185.71236)"
-               id="g4077">
-              <path
-                 inkscape:export-ydpi="47.908585"
-                 inkscape:export-xdpi="47.908585"
-                 inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-                 style="fill:url(#radialGradient4265);fill-opacity:1;stroke:none"
-                 d="m 66.432103,97.488679 c -5.19584,5.646431 -3.93661,16.169031 2.81107,23.501871 6.74768,7.33285 16.42898,8.69955 21.62483,3.05312 5.19585,-5.64643 3.9402,-16.16946 -2.80749,-23.5023 -6.74768,-7.332861 -16.43256,-8.699131 -21.62841,-3.052691 z m 4.71149,2.34553 c 4.08256,-4.43659 11.589,-3.47152 16.76741,2.155961 5.17842,5.6275 6.06647,13.78491 1.98391,18.2215 -4.08256,4.43658 -11.59097,3.47369 -16.76939,-2.15381 -5.17842,-5.6275 -6.06449,-13.78704 -1.98193,-18.223651 z"
-                 id="path4079"
-                 inkscape:connector-curvature="0" />
-              <rect
-                 inkscape:export-ydpi="47.908585"
-                 inkscape:export-xdpi="47.908585"
-                 inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-                 style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-                 id="rect4081"
-                 width="4.349854"
-                 height="4.349854"
-                 x="85.381561"
-                 y="99.493881"
-                 ry="0.76958966" />
-              <rect
-                 inkscape:export-ydpi="47.908585"
-                 inkscape:export-xdpi="47.908585"
-                 inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-                 ry="1.8126545"
-                 y="105.2245"
-                 x="60.92659"
-                 height="10.245436"
-                 width="10.245436"
-                 id="rect4083"
-                 style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none" />
-              <rect
-                 inkscape:export-ydpi="47.908585"
-                 inkscape:export-xdpi="47.908585"
-                 inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-                 style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-                 id="rect4085"
-                 width="6.1897531"
-                 height="6.1897531"
-                 x="87.404739"
-                 y="118.63705"
-                 ry="1.0951102" />
-            </g>
-            <text
-               xml:space="preserve"
-               style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:url(#linearGradient4267);fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
-               x="126.8724"
-               y="242.73756"
-               id="text4087"
-               sodipodi:linespacing="125%"
-               inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-               inkscape:export-xdpi="47.908585"
-               inkscape:export-ydpi="47.908585"><tspan
-                 sodipodi:role="line"
-                 id="tspan4089"
-                 x="126.8724"
-                 y="242.73756"
-                 style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:url(#linearGradient4267);fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis">OCTAVE</tspan></text>
-          </g>
-        </g>
-        <rect
-           ry="3.1993449"
-           rx="3.1993449"
-           y="194.87317"
-           x="75.012581"
-           height="26.836876"
-           width="113.00546"
-           id="rect4091"
-           style="fill:url(#radialGradient4269);fill-opacity:1;fill-rule:nonzero;stroke:none" />
-        <g
-           id="g4093"
-           transform="matrix(0.44923193,0,0,0.44923193,52.908108,158.53195)">
-          <path
-             inkscape:connector-curvature="0"
-             id="path4095"
-             d="m 66.432103,97.488679 c -5.19584,5.646431 -3.93661,16.169031 2.81107,23.501871 6.74768,7.33285 16.42898,8.69955 21.62483,3.05312 5.19585,-5.64643 3.9402,-16.16946 -2.80749,-23.5023 -6.74768,-7.332861 -16.43256,-8.699131 -21.62841,-3.052691 z m 4.71149,2.34553 c 4.08256,-4.43659 11.589,-3.47152 16.76741,2.155961 5.17842,5.6275 6.06647,13.78491 1.98391,18.2215 -4.08256,4.43658 -11.59097,3.47369 -16.76939,-2.15381 -5.17842,-5.6275 -6.06449,-13.78704 -1.98193,-18.223651 z"
-             style="fill:url(#radialGradient4271);fill-opacity:1;stroke:none"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-ydpi="47.908585" />
-          <rect
-             ry="0.76958966"
-             y="99.493881"
-             x="85.381561"
-             height="4.349854"
-             width="4.349854"
-             id="rect4097"
-             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-ydpi="47.908585" />
-          <rect
-             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-             id="rect4099"
-             width="10.245436"
-             height="10.245436"
-             x="60.92659"
-             y="105.2245"
-             ry="1.8126545"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-ydpi="47.908585" />
-          <rect
-             ry="1.0951102"
-             y="118.63705"
-             x="87.404739"
-             height="6.1897531"
-             width="6.1897531"
-             id="rect4101"
-             style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-             inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-             inkscape:export-xdpi="47.908585"
-             inkscape:export-ydpi="47.908585" />
-        </g>
-        <text
-           inkscape:export-ydpi="47.908585"
-           inkscape:export-xdpi="47.908585"
-           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-           sodipodi:linespacing="125%"
-           id="text4103"
-           y="215.55716"
-           x="97.682182"
-           style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:url(#linearGradient4273);fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
-           xml:space="preserve"><tspan
-             style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:url(#linearGradient4273);fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis"
-             y="215.55716"
-             x="97.682182"
-             id="tspan4105"
-             sodipodi:role="line">OCTAVE</tspan></text>
-      </g>
-      <g
-         id="g4143"
-         transform="matrix(0.44923193,0,0,0.44923193,27.387936,50.347036)">
-        <path
-           inkscape:connector-curvature="0"
-           id="path4145"
-           d="m 66.432103,97.488679 c -5.19584,5.646431 -3.93661,16.169031 2.81107,23.501871 6.74768,7.33285 16.42898,8.69955 21.62483,3.05312 5.19585,-5.64643 3.9402,-16.16946 -2.80749,-23.5023 -6.74768,-7.332861 -16.43256,-8.699131 -21.62841,-3.052691 z m 4.71149,2.34553 c 4.08256,-4.43659 11.589,-3.47152 16.76741,2.155961 5.17842,5.6275 6.06647,13.78491 1.98391,18.2215 -4.08256,4.43658 -11.59097,3.47369 -16.76939,-2.15381 -5.17842,-5.6275 -6.06449,-13.78704 -1.98193,-18.223651 z"
-           style="fill:url(#radialGradient4211);fill-opacity:1;stroke:none"
-           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-           inkscape:export-xdpi="47.908585"
-           inkscape:export-ydpi="47.908585" />
-        <rect
-           ry="0.76958966"
-           y="99.493881"
-           x="85.381561"
-           height="4.349854"
-           width="4.349854"
-           id="rect4147"
-           style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-           inkscape:export-xdpi="47.908585"
-           inkscape:export-ydpi="47.908585" />
-        <rect
-           style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-           id="rect4149"
-           width="10.245436"
-           height="10.245436"
-           x="60.92659"
-           y="105.2245"
-           ry="1.8126545"
-           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-           inkscape:export-xdpi="47.908585"
-           inkscape:export-ydpi="47.908585" />
-        <rect
-           ry="1.0951102"
-           y="118.63705"
-           x="87.404739"
-           height="6.1897531"
-           width="6.1897531"
-           id="rect4151"
-           style="fill:#ff7f2a;fill-opacity:1;fill-rule:nonzero;stroke:#d45500;stroke-width:0.74403799;stroke-miterlimit:4;stroke-dasharray:none"
-           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-           inkscape:export-xdpi="47.908585"
-           inkscape:export-ydpi="47.908585" />
-      </g>
-      <path
-         inkscape:connector-curvature="0"
-         style="fill:#4d4d4d;fill-opacity:1;stroke:none"
-         d="m 87.707716,92.584072 c -1.51381,-0.0569 -2.91989,0.44809 -3.94108,1.55783 -0.85062,0.9244 -1.31692,2.14519 -1.41832,3.47605 l -0.24414,0 c -0.45112,0 -0.81379,0.36267 -0.81379,0.8138 l 0,2.976148 c 0,0.45112 0.36267,0.81379 0.81379,0.81379 l 1.22069,0 c 0.43255,0.87405 0.99348,1.71135 1.69734,2.47625 2.87822,3.12783 6.94555,3.83975 9.34698,1.73221 l 1.10443,0 c 0.27254,0 0.48827,-0.22735 0.48827,-0.4999 l 0,-1.79034 c 0,-0.0741 -0.0174,-0.14634 -0.0465,-0.20926 0.65572,-2.26688 0.0498,-5.121098 -1.68571,-7.486878 l 0,-1.05793 c 0,-0.19153 -0.15724,-0.33714 -0.34877,-0.33714 l -0.87192,0 c -1.61663,-1.54956 -3.52839,-2.39801 -5.30127,-2.46463 z m 1.24394,1.3602 c 1.11887,0.0278 2.30955,0.45969 3.38305,1.25556 -0.0361,0.0546 -0.0581,0.11531 -0.0581,0.18601 l 0,1.26719 c 0,0.19153 0.15723,0.34877 0.34876,0.34877 l 1.25557,0 c 0.0577,0 0.11503,-0.0217 0.16276,-0.0465 1.53499,2.15748 1.84727,4.845208 0.77891,6.684708 l -1.13931,0 c -0.27254,0 -0.4999,0.22736 -0.4999,0.4999 l 0,1.04631 c -1.89013,0.93283 -4.50706,0.27395 -6.41732,-1.80197 -0.42003,-0.45645 -0.76542,-0.95075 -1.05793,-1.46483 0.11598,-0.14065 0.18601,-0.31415 0.18601,-0.51152 l 0,-2.976148 c 0,-0.45113 -0.36267,-0.8138 -0.8138,-0.8138 l -0.29064,0 c 0.1299,-0.92133 0.4874,-1.7602 1.09281,-2.41812 0.80238,-0.87196 1.89434,-1.28472 3.06916,-1.25556 z"
-         id="path4203" />
-      <g
-         id="g4309"
-         transform="translate(-21.467753,-73.370413)">
-        <path
-           id="path4295"
-           d="m 86.611558,322.90564 c -1.513809,-0.0569 -2.919889,0.44808 -3.941076,1.55783 -0.850629,0.9244 -1.316922,2.14519 -1.418322,3.47605 l -0.244138,0 c -0.451124,0 -0.813791,0.36266 -0.813791,0.8138 l 0,2.97615 c 0,0.45112 0.362667,0.81379 0.813791,0.81379 l 1.220687,0 c 0.432552,0.87405 0.993477,1.71135 1.697337,2.47625 2.878225,3.12783 6.945553,3.83975 9.346977,1.73221 l 1.104431,0 c 0.272545,0 0.488275,-0.22735 0.488275,-0.4999 l 0,-1.79035 c 0,-0.0741 -0.01737,-0.14634 -0.0465,-0.20925 0.65572,-2.26688 0.04977,-5.1211 -1.685711,-7.48688 l 0,-1.05793 c 0,-0.19153 -0.157238,-0.33714 -0.348768,-0.33714 l -0.87192,0 c -1.61663,-1.54956 -3.528388,-2.39801 -5.30127,-2.46463 z m 1.243938,1.3602 c 1.11887,0.0278 2.309554,0.45969 3.383048,1.25556 -0.03612,0.0546 -0.05813,0.11531 -0.05813,0.18601 l 0,1.26719 c 0,0.19153 0.157238,0.34877 0.348768,0.34877 l 1.255564,0 c 0.0577,0 0.115028,-0.0217 0.162758,-0.0465 1.534991,2.15748 1.847272,4.84521 0.778915,6.68471 l -1.139308,0 c -0.272545,0 -0.499901,0.22736 -0.499901,0.4999 l 0,1.04631 c -1.890131,0.93283 -4.507062,0.27395 -6.417327,-1.80197 -0.420028,-0.45645 -0.765414,-0.95075 -1.057929,-1.46483 0.115981,-0.14065 0.186009,-0.31415 0.186009,-0.51152 l 0,-2.97615 c 0,-0.45113 -0.362668,-0.8138 -0.813791,-0.8138 l -0.29064,0 c 0.129895,-0.92133 0.487392,-1.7602 1.092806,-2.41812 0.802382,-0.87196 1.894343,-1.28472 3.069156,-1.25556 z"
-           style="fill:#4d4d4d;fill-opacity:1;stroke:none"
-           inkscape:connector-curvature="0" />
-        <text
-           inkscape:export-ydpi="47.908585"
-           inkscape:export-xdpi="47.908585"
-           inkscape:export-filename="C:\Users\fotios\Desktop\text5905.png"
-           sodipodi:linespacing="125%"
-           id="text4297"
-           y="337.69504"
-           x="97.599106"
-           style="font-size:4.38349724px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;line-height:125%;letter-spacing:0px;word-spacing:0px;fill:#4d4d4d;fill-opacity:1;stroke:none;font-family:ZapfEllipt BT;-inkscape-font-specification:ZapfEllipt BT"
-           xml:space="preserve"><tspan
-             style="font-size:21.91748619px;font-style:normal;font-variant:normal;font-weight:normal;font-stretch:normal;fill:#4d4d4d;fill-opacity:1;font-family:GFS Elpis;-inkscape-font-specification:GFS Elpis"
-             y="337.69504"
-             x="97.599106"
-             id="tspan4299"
-             sodipodi:role="line">OCTAVE</tspan></text>
-      </g>
-    </g>
-    <flowRoot
-       xml:space="preserve"
-       id="flowRoot3016"
-       style="fill:black;stroke:none;stroke-opacity:1;stroke-width:1px;stroke-linejoin:miter;stroke-linecap:butt;fill-opacity:1;font-family:ZapfEllipt BT;font-style:normal;font-weight:normal;font-size:40px;line-height:125%;letter-spacing:0px;word-spacing:0px;-inkscape-font-specification:ZapfEllipt BT;font-stretch:normal;font-variant:normal"><flowRegion
-         id="flowRegion3018"><rect
-           id="rect3020"
-           width="835.43738"
-           height="362.30096"
-           x="-17.876692"
-           y="14.322274" /></flowRegion><flowPara
-         id="flowPara3022" /></flowRoot>  </g>
-</svg>
--- a/etc/module.mk	Mon Apr 15 16:39:17 2024 +0200
+++ b/etc/module.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -84,7 +84,7 @@
 %canon_reldir%_EXTRA_DIST += \
   $(BUILT_ICONS) \
   $(icon_IMAGE_FILES) \
-  %reldir%/icons/octave_branding_samples.svg \
+  %reldir%/icons/octave-branding-samples.svg \
   %reldir%/icons/org.octave.Octave.metainfo.xml \
   %reldir%/icons/org.octave.Octave.desktop.in
 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/scripts/profiler/html/flat-entry.html	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,6 @@
+<tr>
+  <td><a href="function-%num.html">%name</a></td>
+  <td>%timeabs</td>
+  <td>%timerel</td>
+  <td>%calls</td>
+</tr>
--- a/scripts/profiler/html/flat_entry.html	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,6 +0,0 @@
-<tr>
-  <td><a href="function-%num.html">%name</a></td>
-  <td>%timeabs</td>
-  <td>%timerel</td>
-  <td>%calls</td>
-</tr>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/scripts/profiler/html/hierarchical-entry.html	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,6 @@
+<tr>
+  <td><a href="hierarchy-%cnt.html">%name</a></td>
+  <td>%total</td>
+  <td>%self</td>
+  <td>%calls</td>
+</tr>
--- a/scripts/profiler/html/hierarchical_entry.html	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,6 +0,0 @@
-<tr>
-  <td><a href="hierarchy-%cnt.html">%name</a></td>
-  <td>%total</td>
-  <td>%self</td>
-  <td>%calls</td>
-</tr>
--- a/scripts/profiler/module.mk	Mon Apr 15 16:39:17 2024 +0200
+++ b/scripts/profiler/module.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -15,10 +15,10 @@
 
 %canon_reldir%_html_DATA = \
   %reldir%/html/flat.html \
-  %reldir%/html/flat_entry.html \
+  %reldir%/html/flat-entry.html \
   %reldir%/html/function.html \
   %reldir%/html/hierarchical.html \
-  %reldir%/html/hierarchical_entry.html \
+  %reldir%/html/hierarchical-entry.html \
   %reldir%/html/style.css
 
 FCN_FILES += \
--- a/scripts/profiler/profexport.m	Mon Apr 15 16:39:17 2024 +0200
+++ b/scripts/profiler/profexport.m	Tue Apr 16 12:36:15 2024 -0400
@@ -103,7 +103,7 @@
 function __writeFlat (file, name, table)
 
   template = __readTemplate ("flat.html");
-  entryTemplate = __readTemplate ("flat_entry.html");
+  entryTemplate = __readTemplate ("flat-entry.html");
 
   ## Construct the entries string.
   ## This follows the same logic that is used in profshow.
@@ -204,7 +204,7 @@
                                             parents, children, cnt)
 
   template = __readTemplate ("hierarchical.html");
-  entryTemplate = __readTemplate ("hierarchical_entry.html");
+  entryTemplate = __readTemplate ("hierarchical-entry.html");
 
   ## Fill in basic data and parent breadcrumbs.
   res = template;
--- a/scripts/testfun/module.mk	Mon Apr 15 16:39:17 2024 +0200
+++ b/scripts/testfun/module.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -6,7 +6,7 @@
   %reldir%/private/compare_plot_demos.m \
   %reldir%/private/dump_demos.m \
   %reldir%/private/html_compare_plot_demos.m \
-  %reldir%/private/html_plot_demos_template.html
+  %reldir%/private/html-plot-demos-template.html
 
 %canon_reldir%_FCN_FILES = \
   %reldir%/.oct-config \
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/scripts/testfun/private/html-plot-demos-template.html	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,21 @@
+<!DOCTYPE html>
+<html lang="en-US">
+<head>
+<title>Comparison of plots</title>
+<meta charset="utf-8">
+<style>
+table, td, th {
+  border: 1px solid black;
+  text-align: center;
+}
+table {
+  border-collapse: collapse;
+}
+</style>
+</head>
+<body>
+<section>
+<!-- ##ADD TABLE HERE## -->
+</section>
+</body>
+</html>
--- a/scripts/testfun/private/html_compare_plot_demos.m	Mon Apr 15 16:39:17 2024 +0200
+++ b/scripts/testfun/private/html_compare_plot_demos.m	Tue Apr 16 12:36:15 2024 -0400
@@ -37,10 +37,10 @@
 ##   @code{"png"}
 ##
 ##   @item output
-##   @code{"compare_plot_demos.html"}
+##   @code{"compare-plot-demos.html"}
 ##
 ##   @item template
-##   @code{"html_plot_demos_template.html"}
+##   @code{"html-plot-demos-template.html"}
 ##
 ##   @item column_width
 ##   @code{600}
@@ -64,8 +64,8 @@
   ## Set defaults
   in.fmt = "png";
   in.figfiles = {};
-  in.output_fmt = @(p) sprintf ("compare_plot_demos_%02i.html", p);
-  in.template = "html_plot_demos_template.html";
+  in.output_fmt = @(p) sprintf ("compare-plot-demos-%02i.html", p);
+  in.template = "html-plot-demos-template.html";
   in.column_width = 600;
   in.plots_per_page = 50;
 
--- a/scripts/testfun/private/html_plot_demos_template.html	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,21 +0,0 @@
-<!DOCTYPE html>
-<html lang="en-US">
-<head>
-<title>Comparison of plots</title>
-<meta charset="utf-8">
-<style>
-table, td, th {
-  border: 1px solid black;
-  text-align: center;
-}
-table {
-  border-collapse: collapse;
-}
-</style>
-</head>
-<body>
-<section>
-<!-- ##ADD TABLE HERE## -->
-</section>
-</body>
-</html>
--- a/test/classdef-debug/module.mk	Mon Apr 15 16:39:17 2024 +0200
+++ b/test/classdef-debug/module.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -1,5 +1,5 @@
 classdef_breakpoints_TEST_FILES = \
   %reldir%/classdef_breakpoints.m \
-  %reldir%/test_classdef_breakpoints.tst
+  %reldir%/test-classdef-breakpoints.tst
 
 TEST_FILES += $(classdef_breakpoints_TEST_FILES)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/classdef-debug/test-classdef-breakpoints.tst	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,49 @@
+##  Test script for setting breakpoints in classdefs using line numbers.
+
+%!function assert_dbstatus (bp0)
+%!  dbs = dbstatus ();
+%!  bp = [dbs(:).line];
+%!  assert (length (bp) == length (bp0),
+%!          'Number of breakpoints set must match');
+%!  if (length (bp) != 0)
+%!    assert (sort (bp) == bp0, 'Breakpoint line numbers must be equal');
+%!  endif
+%!endfunction
+
+%!test <*46451>
+%! if (isguirunning ())
+%!   orig_show_dbg = __event_manager_gui_preference__ ("editor/show_dbg_file",
+%!                                                     "false");
+%! endif
+%! unwind_protect
+%!   ## Add breakpoints in different member functions using line numbers.
+%!   dbstop classdef_breakpoints 13 7 10;
+%!   assert_dbstatus ([7, 10, 13]);
+%!
+%!   ## Remove one breakpoint and confirm the others remain.
+%!   dbclear classdef_breakpoints 10;
+%!   assert_dbstatus ([7, 13]);
+%!
+%!   ## Clear all breakpoints, none should be left.
+%!   dbclear classdef_breakpoints;
+%!   assert_dbstatus ([]);
+%! unwind_protect_cleanup
+%!   if (isguirunning ())
+%!     __event_manager_gui_preference__ ("editor/show_dbg_file", orig_show_dbg);
+%!   endif
+%! end_unwind_protect
+
+%!test <46451>
+%! if (isguirunning ())
+%!   orig_show_dbg = __event_manager_gui_preference__ ("editor/show_dbg_file",
+%!                                                     "false");
+%! endif
+%! unwind_protect
+%!   ## Add breakpoint in local function.
+%!   dbstop classdef_breakpoints 19;
+%!   assert_dbstatus ([7, 13, 20]);
+%! unwind_protect_cleanup
+%!   if (isguirunning ())
+%!     __event_manager_gui_preference__ ("editor/show_dbg_file", orig_show_dbg);
+%!   endif
+%! end_unwind_protect
--- a/test/classdef-debug/test_classdef_breakpoints.tst	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,49 +0,0 @@
-##  Test script for setting breakpoints in classdefs using line numbers.
-
-%!function assert_dbstatus (bp0)
-%!  dbs = dbstatus ();
-%!  bp = [dbs(:).line];
-%!  assert (length (bp) == length (bp0),
-%!          'Number of breakpoints set must match');
-%!  if (length (bp) != 0)
-%!    assert (sort (bp) == bp0, 'Breakpoint line numbers must be equal');
-%!  endif
-%!endfunction
-
-%!test <*46451>
-%! if (isguirunning ())
-%!   orig_show_dbg = __event_manager_gui_preference__ ("editor/show_dbg_file",
-%!                                                     "false");
-%! endif
-%! unwind_protect
-%!   ## Add breakpoints in different member functions using line numbers.
-%!   dbstop classdef_breakpoints 13 7 10;
-%!   assert_dbstatus ([7, 10, 13]);
-%!
-%!   ## Remove one breakpoint and confirm the others remain.
-%!   dbclear classdef_breakpoints 10;
-%!   assert_dbstatus ([7, 13]);
-%!
-%!   ## Clear all breakpoints, none should be left.
-%!   dbclear classdef_breakpoints;
-%!   assert_dbstatus ([]);
-%! unwind_protect_cleanup
-%!   if (isguirunning ())
-%!     __event_manager_gui_preference__ ("editor/show_dbg_file", orig_show_dbg);
-%!   endif
-%! end_unwind_protect
-
-%!test <46451>
-%! if (isguirunning ())
-%!   orig_show_dbg = __event_manager_gui_preference__ ("editor/show_dbg_file",
-%!                                                     "false");
-%! endif
-%! unwind_protect
-%!   ## Add breakpoint in local function.
-%!   dbstop classdef_breakpoints 19;
-%!   assert_dbstatus ([7, 13, 20]);
-%! unwind_protect_cleanup
-%!   if (isguirunning ())
-%!     __event_manager_gui_preference__ ("editor/show_dbg_file", orig_show_dbg);
-%!   endif
-%! end_unwind_protect
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/json/jsondecode.tst	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,625 @@
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%% Unit tests for jsondecode()
+%%
+%% Code in libinterp/corefcn/jsondecode.cc
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%% Note: This script is intended to also run under Matlab to verify
+%%       compatibility.  Preserve Matlab-formatting when making changes.
+
+%%% Test 1: decode null values
+
+%% null, in non-numeric arrays -> Empty double []
+%!testif HAVE_RAPIDJSON
+%! json = '["str", 5, null, true]';
+%! exp  = {'str'; 5; []; true};
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% null, in numeric arrays to NaN (extracted from JSONio)
+%!testif HAVE_RAPIDJSON
+%! json = '[1, 2, null, 3]';
+%! exp  = [1; 2; NaN; 3];
+%! obs  = jsondecode (json);
+%! assert (isequaln (obs, exp));
+
+%% corner case: array of null values
+%!testif HAVE_RAPIDJSON
+%! json = '[null, null, null]';
+%! exp  = [NaN; NaN; NaN];
+%! obs  = jsondecode (json);
+%! assert (isequaln (obs, exp));
+
+%%% Test 2: Decode scalar Boolean, Number, and String values
+
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsondecode ('true'), logical (1)));
+%! assert (isa (jsondecode ('true'), 'logical'));
+%! assert (isequal (jsondecode ('false'), logical (0)));
+%! assert (isa (jsondecode ('false'), 'logical'));
+%! assert (isequal (jsondecode ('123.45'), 123.45));
+%! assert (isequal (jsondecode ('"hello there"'), 'hello there'));
+
+%%% Test 3: Decode Array of Booleans, Numbers, and Strings values
+
+%% vectors are always rendered as column vectors
+%!testif HAVE_RAPIDJSON
+%! json = '[true, true, false, true]';
+%! exp  = logical ([1; 1; 0; 1]);
+%! obs  = jsondecode (json);
+%! assert (isa (obs, 'logical'));
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON <*59135>
+%! json = '[[true, true], [false, true]]';
+%! exp  = logical ([1, 1; 0, 1]);
+%! obs  = jsondecode (json);
+%! assert (isa (obs, 'logical'));
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! json = '["true", "true", "false", "true"]';
+%! exp  = {'true'; 'true'; 'false'; 'true'};
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! json = '["foo", "bar", ["foo", "bar"]]';
+%! exp  = {'foo'; 'bar'; {'foo'; 'bar'}};
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% vectors are always rendered as column vectors
+%!testif HAVE_RAPIDJSON
+%! json = '[15000, 5, 12.25, 1502302.3012]';
+%! exp  = [15000; 5; 12.25; 1502302.3012];
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% row vectors are preserved by adding one level of hierarchy
+%% extracted from JSONio
+%!testif HAVE_RAPIDJSON
+%! json = '[[1,2]]';
+%! exp  = [1, 2];
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% If same dimensions -> transform to an array (extracted from JSONio)
+%!testif HAVE_RAPIDJSON
+%! json = '[[1, 2], [3, 4]]';
+%! exp  = [1, 2; 3, 4];
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% extracted from JSONio
+%!testif HAVE_RAPIDJSON
+%! json = '[[[1, 2], [3, 4]], [[5, 6], [7, 8]]]';
+%! exp  = cat (3, [1, 3; 5, 7], [2, 4; 6, 8]);
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% try different dimensions for the array
+%!testif HAVE_RAPIDJSON
+%! json = '[[[1, 2, -1], [3, 4, null]], [[5, 6, Inf], [7, 8, -Inf]]]';
+%! exp  = cat (3, [1, 3; 5, 7], [2, 4; 6, 8], [-1, NaN; Inf, -Inf]);
+%! obs  = jsondecode (json);
+%! assert (isequaln (obs, exp));
+
+%% try different dimensions for the array
+%!testif HAVE_RAPIDJSON
+%! json = '[[[1, 2], [3, 4]], [[5, 6], [7, 8]], [[9, 10], [11, 12]]]';
+%! exp  = cat (3, [1, 3; 5, 7; 9, 11], [2, 4; 6, 8; 10, 12]);
+%! obs  = jsondecode (json);
+%! assert (isequaln (obs, exp));
+
+%% try higher dimensions for the array
+%!testif HAVE_RAPIDJSON
+%! json = ['[[[[1,-1], [2,-2]],[[3,-3],[4,-4]]],[[[5,-5],[6,-6]],[[7,-7],', ...
+%!         '[8,-8]]],[[[9,-9], [10,-10]],[[11,-11],[12,-12]]],', ...
+%!         '[[[13,-13],[14,-14]],[[15,-15],[16,-16]]]]'];
+%! var1 = cat (3, [1, 3; 5, 7; 9, 11; 13, 15], [2, 4; 6, 8; 10, 12; 14, 16]);
+%! var2 = cat (3, [-1, -3; -5, -7; -9, -11; -13, -15], ...
+%!             [-2, -4; -6, -8; -10, -12; -14, -16]);
+%! exp  = cat (4, var1, var2);
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! json = '[[true, false], [true, false], [true, false]]';
+%! exp  = logical ([1 0; 1 0; 1 0]);
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% If different dimensions -> transform to a cell array (extracted from JSONio)
+%!testif HAVE_RAPIDJSON
+%! json = '[[1, 2], [3, 4, 5]]';
+%! exp  = {[1; 2]; [3; 4; 5]};
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% extracted from JSONio
+%%!testif HAVE_RAPIDJSON
+%! json = '[1, 2, [3, 4]]';
+%! exp  = {1; 2; [3; 4]};
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! json = '[true, false, [true, false, false]]';
+%! exp  = {true; false; logical([1; 0; 0])};
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+%! assert (isa (obs{1}, 'logical'));
+%! assert (isa (obs{2}, 'logical'));
+%! assert (isa (obs{3}, 'logical'));
+
+%%% Test 4: decode JSON Objects
+
+%% Check decoding of Boolean, Number, and String values inside an Object
+%!testif HAVE_RAPIDJSON
+%! json = '{"number": 3.14, "string": "foobar", "boolean": false}';
+%! exp  = struct ('number', 3.14, 'string', 'foobar', 'boolean', false);
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+%! assert (isa (obs.boolean, 'logical'));
+
+%% Check decoding of null values and arrays inside an object & makeValidName
+%!testif HAVE_RAPIDJSON
+%! json = [ '{"nonnumeric array": ["str", 5, null],' ...
+%!          '"numeric array": [1, 2, null]}' ];
+%! exp  = struct ('nonnumericArray', {{'str'; 5; []}}, ...
+%!                'numericArray', {[1; 2; NaN]});
+%! obs  = jsondecode (json);
+%! assert (isequaln (obs, exp));
+
+%% Check decoding of objects inside an object & makeValidName (from JSONio)
+%!testif HAVE_RAPIDJSON
+%! json = '{"object": {"  field 1   ": 1, "field-   2": 2, "3field": 3, "": 1}}';
+%! exp  = struct ('object', ...
+%!                struct ('field1', 1, 'field_2', 2, 'x3field', 3, 'x', 1));
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% Check decoding of empty objects, empty arrays, and Inf inside an object
+%!testif HAVE_RAPIDJSON
+%! json = '{"a": Inf, "b": [], "c": {}}';
+%! exp  = struct ('a', Inf, 'b', [], 'c', struct ());
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% Check decoding of string arrays inside an object & makeValidName
+%% extracted from JSONio
+%!testif HAVE_RAPIDJSON
+%! json = '{"%string.array": ["Statistical","Parametric","Mapping"]}';
+%! exp  = struct ('x_string_array', ...
+%!                {{'Statistical'; 'Parametric'; 'Mapping'}});
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% extracted from jsonlab
+%!testif HAVE_RAPIDJSON
+%! json = ['{' , ...
+%!     '"glossary": { ', ...
+%!         '"title": "example glossary",', ...
+%!     '"GlossDiv": {', ...
+%!             '"title": "S",', ...
+%!     '"GlossList": {', ...
+%!                 '"GlossEntry": {', ...
+%!                     '"ID": "SGML",', ...
+%!                     '"SortAs": "SGML",', ...
+%!                     '"GlossTerm": "Standard Generalized Markup Language",', ...
+%!                     '"Acronym": "SGML",', ...
+%!                     '"Abbrev": "ISO 8879:1986",', ...
+%!                     '"GlossDef": {', ...
+%!                         '"para": "A meta-markup language, ', ...
+%!                         'used to create markup languages such as DocBook.",', ...
+%!                         '"GlossSeeAlso": ["GML", "XML"]', ...
+%!                     '},', ...
+%!                     '"GlossSee": "markup"', ...
+%!                 '}', ...
+%!             '}', ...
+%!         '}', ...
+%!     '}', ...
+%! '}'];
+%! var1 = struct ('para', ['A meta-markup language, used to create ' ...
+%!                         'markup languages such as DocBook.'], ...
+%!                'GlossSeeAlso', {{'GML'; 'XML'}});
+%! var2 = struct ('ID', 'SGML', 'SortAs', 'SGML', ...
+%!                'GlossTerm', 'Standard Generalized Markup Language', ...
+%!                'Acronym', 'SGML', 'Abbrev', 'ISO 8879:1986', ...
+%!                'GlossDef', var1, 'GlossSee', 'markup');
+%! exp  = struct ('glossary', ...
+%!                struct ('title', 'example glossary', ...
+%!                        'GlossDiv', struct ('title', 'S', ...
+%!                                            'GlossList', ...
+%!                                            struct ('GlossEntry', var2))));
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%%% Test 5: decode Array of JSON objects
+
+%% Arrays with the same field names in the same order (extracted from JSONio)
+%!testif HAVE_RAPIDJSON
+%! json = '{"structarray": [{"a":1,"b":2},{"a":3,"b":4}]}';
+%! exp  = struct ('structarray', struct ('a', {1; 3}, 'b', {2; 4}));
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% Different field names before calling makeValidName, BUT the same after
+%% calling it, resulting in structarray.
+%! json = [ '[', ...
+%!       '{', ...
+%!         '"i*d": 0,', ...
+%!         '"12name": "Osborn"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"i/d": 1,', ...
+%!         '"12name": "Mcdowell"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"i+d": 2,', ...
+%!         '"12name": "Jewel"', ...
+%!       '}', ...
+%!     ']'];
+%! exp  = struct ('i_d', {0; 1; 2}, ...
+%!                'x12name', {'Osborn'; 'Mcdowell'; 'Jewel'});
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% Arrays with the same field names in the same order.
+%% JSON text is generated from json-generator.com
+%!testif HAVE_RAPIDJSON
+%! json = ['[', ...
+%!   '{', ...
+%!     '"x_id": "5ee28980fc9ab3",', ...
+%!     '"index": 0,', ...
+%!     '"guid": "b229d1de-f94a",', ...
+%!     '"latitude": -17.124067,', ...
+%!     '"longitude": -61.161831,', ...
+%!     '"friends": [', ...
+%!       '{', ...
+%!         '"id": 0,', ...
+%!         '"name": "Collins"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id": 1,', ...
+%!         '"name": "Hays"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id": 2,', ...
+%!         '"name": "Griffin"', ...
+%!       '}', ...
+%!     ']', ...
+%!   '},', ...
+%!   '{', ...
+%!     '"x_id": "5ee28980dd7250",', ...
+%!     '"index": 1,', ...
+%!     '"guid": "39cee338-01fb",', ...
+%!     '"latitude": 13.205994,', ...
+%!     '"longitude": -37.276231,', ...
+%!     '"friends": [', ...
+%!       '{', ...
+%!         '"id": 0,', ...
+%!         '"name": "Osborn"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id": 1,', ...
+%!         '"name": "Mcdowell"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id": 2,', ...
+%!         '"name": "Jewel"', ...
+%!       '}', ...
+%!     ']', ...
+%!   '},', ...
+%!   '{', ...
+%!     '"x_id": "5ee289802422ac",', ...
+%!     '"index": 2,', ...
+%!     '"guid": "3db8d55a-663e",', ...
+%!     '"latitude": -35.453456,', ...
+%!     '"longitude": 14.080287,', ...
+%!     '"friends": [', ...
+%!       '{', ...
+%!         '"id": 0,', ...
+%!         '"name": "Socorro"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id": 1,', ...
+%!         '"name": "Darla"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id": 2,', ...
+%!         '"name": "Leanne"', ...
+%!       '}', ...
+%!     ']', ...
+%!   '}', ...
+%! ']'];
+%! var1 = struct ('id', {0; 1; 2}, 'name', {'Collins'; 'Hays'; 'Griffin'});
+%! var2 = struct ('id', {0; 1; 2}, 'name', {'Osborn'; 'Mcdowell'; 'Jewel'});
+%! var3 = struct ('id', {0; 1; 2}, 'name', {'Socorro'; 'Darla'; 'Leanne'});
+%! exp  = struct (...
+%!   'x_id', {'5ee28980fc9ab3'; '5ee28980dd7250'; '5ee289802422ac'}, ...
+%!   'index', {0; 1; 2}, ...
+%!   'guid', {'b229d1de-f94a'; '39cee338-01fb'; '3db8d55a-663e'}, ...
+%!   'latitude', {-17.124067; 13.205994; -35.453456}, ...
+%!   'longitude', {-61.161831; -37.276231; 14.080287}, ...
+%!   'friends', {var1; var2; var3});
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% Arrays with the same field names in different order (extracted from JSONio)
+%% Results in cell array, rather than struct array
+%!testif HAVE_RAPIDJSON
+%! json = '{"cellarray": [{"a":1,"b":2},{"b":3,"a":4}]}';
+%! exp  = struct ('cellarray', {{struct('a', 1, 'b', 2); ...
+%!                               struct('b', 3, 'a', 4)}});
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% Arrays with different field names (extracted from JSONio)
+%!testif HAVE_RAPIDJSON
+%! json = '{"cellarray": [{"a":1,"b":2},{"a":3,"c":4}]}';
+%! exp  = struct ('cellarray', {{struct('a', 1, 'b', 2); ...
+%!                               struct('a', 3, 'c', 4)}});
+%! obs  = jsondecode (json);
+%! assert (isequal (obs, exp));
+
+%% Arrays with different field names and a big test
+%!testif HAVE_RAPIDJSON
+%! json = ['[', ...
+%!   '{', ...
+%!     '"x_id": "5ee28980fc9ab3",', ...
+%!     '"index": 0,', ...
+%!     '"guid": "b229d1de-f94a",', ...
+%!     '"latitude": -17.124067,', ...
+%!     '"longitude": -61.161831,', ...
+%!     '"friends": [', ...
+%!       '{', ...
+%!         '"id": 0,', ...
+%!         '"name": "Collins"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id": 1,', ...
+%!         '"name": "Hays"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id": 2,', ...
+%!         '"name": "Griffin"', ...
+%!       '}', ...
+%!     ']', ...
+%!   '},', ...
+%!   '{"numeric array": ["str", 5, null], "nonnumeric array": [1, 2, null]},', ...
+%!   '{', ...
+%!      '"firstName": "John",', ...
+%!      '"lastName": "Smith",', ...
+%!      '"age": 25,', ...
+%!      '"address":', ...
+%!      '{', ...
+%!          '"streetAddress": "21 2nd Street",', ...
+%!          '"city": "New York",', ...
+%!          '"state": "NY"', ...
+%!      '},', ...
+%!      '"phoneNumber":', ...
+%!          '{', ...
+%!            '"type": "home",', ...
+%!            '"number": "212 555-1234"', ...
+%!          '}', ...
+%!  '}]'];
+%! var1 = struct ('x_id', '5ee28980fc9ab3', 'index', 0, ...
+%!                'guid', 'b229d1de-f94a', 'latitude', -17.124067, ...
+%!                'longitude', -61.161831, ...
+%!                'friends', ...
+%!                struct ('id', {0; 1; 2}, ...
+%!                        'name', {'Collins'; 'Hays'; 'Griffin'}));
+%! var2 = struct ('numericArray', {{'str'; 5; []}}, ...
+%!                'nonnumericArray', {[1; 2; NaN]});
+%! var3 = struct ('firstName', 'John', 'lastName', 'Smith', 'age', 25, ...
+%!                'address', ...
+%!                struct ('streetAddress', '21 2nd Street', ...
+%!                        'city', 'New York', 'state', 'NY'), ...
+%!                'phoneNumber', ...
+%!                struct ('type', 'home', 'number', '212 555-1234'));
+%! exp = {var1; var2; var3};
+%! obs  = jsondecode (json);
+%! assert (isequaln (obs, exp));
+
+%%% Test 6: decode Array of different JSON data types
+
+%!testif HAVE_RAPIDJSON
+%! json = ['[null, true, Inf, 2531.023, "hello there", ', ...
+%!   '{', ...
+%!     '"x_id": "5ee28980dd7250",', ...
+%!     '"index": 1,', ...
+%!     '"guid": "39cee338-01fb",', ...
+%!     '"latitude": 13.205994,', ...
+%!     '"longitude": -37.276231,', ...
+%!     '"friends": [', ...
+%!       '{', ...
+%!         '"id": 0,', ...
+%!         '"name": "Osborn"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id": 1,', ...
+%!         '"name": "Mcdowell"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id": 2,', ...
+%!         '"name": "Jewel"', ...
+%!       '}', ...
+%!     ']', ...
+%!   '}]'];
+%! var =  struct ('x_id', '5ee28980dd7250', 'index', 1, ...
+%!                'guid', '39cee338-01fb', 'latitude', 13.205994, ...
+%!                'longitude', -37.276231, ...
+%!                'friends', struct ('id', {0; 1; 2}, ...
+%!                                   'name', {'Osborn'; 'Mcdowell'; 'Jewel'}));
+%! exp = {[]; 1; Inf; 2531.023; 'hello there'; var};
+%! obs  = jsondecode (json);
+%! assert (isequaln (obs, exp));
+
+%% Array of arrays
+%!testif HAVE_RAPIDJSON
+%! json = ['[["str", Inf, null], [1, 2, null], ["foo", "bar", ["foo", "bar"]],', ...
+%!   '[[[1, 2], [3, 4]], [[5, 6], [7, 8]]],' , ...
+%!   '[', ...
+%!     '{', ...
+%!       '"x_id": "5ee28980fc9ab3",', ...
+%!       '"index": 0,', ...
+%!       '"guid": "b229d1de-f94a",', ...
+%!       '"latitude": -17.124067,', ...
+%!       '"longitude": -61.161831,', ...
+%!       '"friends": [', ...
+%!         '{', ...
+%!           '"id": 0,', ...
+%!           '"name": "Collins"', ...
+%!         '},', ...
+%!         '{', ...
+%!           '"id": 1,', ...
+%!           '"name": "Hays"', ...
+%!         '},', ...
+%!         '{', ...
+%!           '"id": 2,', ...
+%!           '"name": "Griffin"', ...
+%!         '}', ...
+%!       ']', ...
+%!     '},', ...
+%!     '{"numeric array": ["str", 5, null], "nonnumeric array": [1, 2, null]},', ...
+%!     '{', ...
+%!        '"firstName": "John",', ...
+%!        '"lastName": "Smith",', ...
+%!        '"age": 25,', ...
+%!        '"address":', ...
+%!        '{', ...
+%!            '"streetAddress": "21 2nd Street",', ...
+%!            '"city": "New York",', ...
+%!            '"state": "NY"', ...
+%!        '},', ...
+%!        '"phoneNumber":', ...
+%!            '{', ...
+%!              '"type": "home",', ...
+%!              '"number": "212 555-1234"', ...
+%!            '}', ...
+%!    '}]]'];
+%! var1 = struct ('x_id', '5ee28980fc9ab3', 'index', 0, ...
+%!                'guid', 'b229d1de-f94a', 'latitude', -17.124067, ...
+%!                'longitude', -61.161831, ...
+%!                'friends', struct ('id', {0; 1; 2}, ...
+%!                                   'name', {'Collins'; 'Hays'; 'Griffin'}));
+%! var2 = struct ('numericArray', {{'str'; 5; []}}, ...
+%!                'nonnumericArray', {[1; 2; NaN]});
+%! var3 = struct ('firstName', 'John', 'lastName', 'Smith', 'age', 25, ...
+%!                'address', ...
+%!                struct ('streetAddress', '21 2nd Street', ...
+%!                        'city', 'New York', 'state', 'NY'), ...
+%!                'phoneNumber', ...
+%!                struct ('type', 'home', 'number', '212 555-1234'));
+%! exp = {{'str'; Inf; []}; [1; 2; NaN]; {'foo'; 'bar'; {'foo'; 'bar'}};
+%!        cat(3, [1, 3; 5, 7], [2, 4; 6, 8]); {var1; var2 ;var3}};
+%! obs  = jsondecode (json);
+%! assert (isequaln (obs, exp));
+
+%%% Test 7: Check "ReplacementStyle", "Prefix", and "makeValidName" options
+%%%         Not Matlab compatible!
+
+%!testif HAVE_RAPIDJSON
+%! json = '{"1a": {"1*a": {"1+*/-a": {"1#a": {}}}}}';
+%! exp  = struct ('n1a', ...
+%!                struct ('n1a', struct ('n1a', struct ('n1a', struct ()))));
+%! obs  = jsondecode (json, "ReplacementStyle", "delete", ...
+%!                          "Prefix", "_", "Prefix", "n");
+%! assert (isequal (obs, exp));
+
+%% Check forwarding of "ReplacementStyle" and "Prefix" options inside arrays
+%!testif HAVE_RAPIDJSON
+%! json = [ '[', ...
+%!       '{', ...
+%!         '"i*d": 0,', ...
+%!         '"12name": "Osborn"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"i*d": 1,', ...
+%!         '"12name": "Mcdowell"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"i*d": 2,', ...
+%!         '"12name": "Jewel"', ...
+%!       '}', ...
+%!     ']'];
+%! exp  = struct ('i0x2Ad', {0; 1; 2}, ...
+%!                'm_12name', {'Osborn'; 'Mcdowell'; 'Jewel'});
+%! obs  = jsondecode (json, "ReplacementStyle", "hex", "Prefix", "m_");
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! json = '{"cell*array": [{"1a":1,"b*1":2},{"1a":3,"b/2":4}]}';
+%! exp  = struct ('cell_array', {{struct('x_1a', 1, 'b_1', 2); ...
+%!                                struct('x_1a', 3, 'b_2', 4)}});
+%! obs  = jsondecode (json, "ReplacementStyle", "underscore", "Prefix", "x_");
+%! assert (isequal (obs, exp));
+
+%%% Test 8: More tests from https://github.com/apjanke/octave-jsonstuff (bug #60688)
+
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsondecode ('42'), 42));
+%! assert (isequal (jsondecode ('"foobar"'), "foobar"));
+%! assert (isequal (jsondecode ('null'), []));
+%! assert (isequal (jsondecode ('[]'), []));
+%! assert (isequal (jsondecode ('[[]]'), {[]}));
+%! assert (isequal (jsondecode ('[[[]]]'), {{[]}}));
+%! assert (isequal (jsondecode ('[1, 2, 3]'), [1; 2; 3]));
+%! assert (isequaln (jsondecode ('[1, 2, null]'), [1; 2; NaN]));
+%! assert (isequal (jsondecode ('[1, 2, "foo"]'), {1; 2; "foo"}));
+%! assert (isequal (jsondecode ('{"foo": 42, "bar": "hello"}'), ...
+%!         struct("foo",42, "bar","hello")));
+%! assert (isequal (jsondecode ('[{"foo": 42, "bar": "hello"}, {"foo": 1.23, "bar": "world"}]'), ...
+%!         struct("foo", {42; 1.23}, "bar", {"hello"; "world"})));
+%! assert (isequal (jsondecode ('[1, 2]'), [1; 2]));
+%! assert (isequal (jsondecode ('[[1, 2]]'), [1 2]));
+%! assert (isequal (jsondecode ('[[[1, 2]]]'), cat(3, 1, 2)));
+%! assert (isequal (jsondecode ('[[1, 2], [3, 4]]'), [1 2; 3 4]));
+%! assert (isequal (jsondecode ('[[[1, 2], [3, 4]]]'), cat(3, [1 3], [2 4])));
+%! assert (isequal (jsondecode ('[[[1, 2], [3, 4]], [[5, 6], [7, 8]]]'), ...
+%!         cat(3, [1 3; 5 7], [2 4; 6 8])));
+%! assert (isequal (jsondecode ('{}'), struct));
+%! assert (isequal (jsondecode ('[{}]'), struct));
+%! assert (isequal (jsondecode ('[[{}]]'), struct));
+%! assert (isequal (jsondecode ('[{}, {}]'), [struct; struct]));
+%! assert (isequal (jsondecode ('[[{}, {}]]'), [struct struct]));
+%! assert (isequal (jsondecode ('[[[{}, {}]]]'), cat(3, struct, struct)));
+%! assert (isequal (jsonencode (42), "42"));
+%! assert (isequal (jsonencode ("foo"), '"foo"'));
+%! assert (isequal (jsonencode ([1 2 3]), '[1,2,3]'));
+%! assert (isequal (jsonencode (NaN), 'null'));
+%! assert (isequal (jsonencode ([1 2 NaN]), '[1,2,null]'));
+%! assert (isequal (jsonencode ({}), "[]"));
+
+%%% Test 9: And even some more tests for bug #60688.
+
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsondecode ('[[{"foo": 42}, {"foo": 1.23}], [{"foo": 12}, {"foo": "bar"}]]'), ...
+%!         struct("foo", {42 1.23; 12 "bar"})));
+%! assert (isequal (jsondecode ('[[{"foo": 42}, {"foo": 1.23}], [{"bar": 12}, {"foo": "bar"}]]'), ...
+%!         {struct("foo", {42; 1.23}); {struct("bar", 12); struct("foo", "bar")}}));
+
+
+%%% Test 10: Decoding of objects inside an object without using makeValidName.
+%%%          Not Matlab compatible!
+
+%!testif HAVE_RAPIDJSON
+%! json = ['{"object": {"  hi 1   ": 1, "%string.array": 2,' ...
+%!                     '"img/svg+xml": 3, "": 1}}'];
+%! exp  = struct ('object', ...
+%!                struct ('  hi 1   ', 1, '%string.array', 2, ...
+%!                        'img/svg+xml', 3, '', 1));
+%! obs  = jsondecode (json, "makeValidName", false);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! json = '{"1a": {"1*a": {"1+*/-a": {"1#a": {}}}}}';
+%! exp  = struct ('n1a', ...
+%!                struct ('n1a', struct ('n1a', struct ('n1a', struct ()))));
+%! obs  = jsondecode (json, "ReplacementStyle", "delete", ...
+%!                          "makeValidName", false, ...
+%!                          "Prefix", "_", ...
+%!                          "makeValidName", true, ...
+%!                          "Prefix", "n");
+%! assert (isequal (obs, exp));
--- a/test/json/jsondecode_BIST.tst	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,625 +0,0 @@
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%% Unit tests for jsondecode()
-%%
-%% Code in libinterp/corefcn/jsondecode.cc
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%% Note: This script is intended to also run under Matlab to verify
-%%       compatibility.  Preserve Matlab-formatting when making changes.
-
-%%% Test 1: decode null values
-
-%% null, in non-numeric arrays -> Empty double []
-%!testif HAVE_RAPIDJSON
-%! json = '["str", 5, null, true]';
-%! exp  = {'str'; 5; []; true};
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% null, in numeric arrays to NaN (extracted from JSONio)
-%!testif HAVE_RAPIDJSON
-%! json = '[1, 2, null, 3]';
-%! exp  = [1; 2; NaN; 3];
-%! obs  = jsondecode (json);
-%! assert (isequaln (obs, exp));
-
-%% corner case: array of null values
-%!testif HAVE_RAPIDJSON
-%! json = '[null, null, null]';
-%! exp  = [NaN; NaN; NaN];
-%! obs  = jsondecode (json);
-%! assert (isequaln (obs, exp));
-
-%%% Test 2: Decode scalar Boolean, Number, and String values
-
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsondecode ('true'), logical (1)));
-%! assert (isa (jsondecode ('true'), 'logical'));
-%! assert (isequal (jsondecode ('false'), logical (0)));
-%! assert (isa (jsondecode ('false'), 'logical'));
-%! assert (isequal (jsondecode ('123.45'), 123.45));
-%! assert (isequal (jsondecode ('"hello there"'), 'hello there'));
-
-%%% Test 3: Decode Array of Booleans, Numbers, and Strings values
-
-%% vectors are always rendered as column vectors
-%!testif HAVE_RAPIDJSON
-%! json = '[true, true, false, true]';
-%! exp  = logical ([1; 1; 0; 1]);
-%! obs  = jsondecode (json);
-%! assert (isa (obs, 'logical'));
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON <*59135>
-%! json = '[[true, true], [false, true]]';
-%! exp  = logical ([1, 1; 0, 1]);
-%! obs  = jsondecode (json);
-%! assert (isa (obs, 'logical'));
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! json = '["true", "true", "false", "true"]';
-%! exp  = {'true'; 'true'; 'false'; 'true'};
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! json = '["foo", "bar", ["foo", "bar"]]';
-%! exp  = {'foo'; 'bar'; {'foo'; 'bar'}};
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% vectors are always rendered as column vectors
-%!testif HAVE_RAPIDJSON
-%! json = '[15000, 5, 12.25, 1502302.3012]';
-%! exp  = [15000; 5; 12.25; 1502302.3012];
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% row vectors are preserved by adding one level of hierarchy
-%% extracted from JSONio
-%!testif HAVE_RAPIDJSON
-%! json = '[[1,2]]';
-%! exp  = [1, 2];
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% If same dimensions -> transform to an array (extracted from JSONio)
-%!testif HAVE_RAPIDJSON
-%! json = '[[1, 2], [3, 4]]';
-%! exp  = [1, 2; 3, 4];
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% extracted from JSONio
-%!testif HAVE_RAPIDJSON
-%! json = '[[[1, 2], [3, 4]], [[5, 6], [7, 8]]]';
-%! exp  = cat (3, [1, 3; 5, 7], [2, 4; 6, 8]);
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% try different dimensions for the array
-%!testif HAVE_RAPIDJSON
-%! json = '[[[1, 2, -1], [3, 4, null]], [[5, 6, Inf], [7, 8, -Inf]]]';
-%! exp  = cat (3, [1, 3; 5, 7], [2, 4; 6, 8], [-1, NaN; Inf, -Inf]);
-%! obs  = jsondecode (json);
-%! assert (isequaln (obs, exp));
-
-%% try different dimensions for the array
-%!testif HAVE_RAPIDJSON
-%! json = '[[[1, 2], [3, 4]], [[5, 6], [7, 8]], [[9, 10], [11, 12]]]';
-%! exp  = cat (3, [1, 3; 5, 7; 9, 11], [2, 4; 6, 8; 10, 12]);
-%! obs  = jsondecode (json);
-%! assert (isequaln (obs, exp));
-
-%% try higher dimensions for the array
-%!testif HAVE_RAPIDJSON
-%! json = ['[[[[1,-1], [2,-2]],[[3,-3],[4,-4]]],[[[5,-5],[6,-6]],[[7,-7],', ...
-%!         '[8,-8]]],[[[9,-9], [10,-10]],[[11,-11],[12,-12]]],', ...
-%!         '[[[13,-13],[14,-14]],[[15,-15],[16,-16]]]]'];
-%! var1 = cat (3, [1, 3; 5, 7; 9, 11; 13, 15], [2, 4; 6, 8; 10, 12; 14, 16]);
-%! var2 = cat (3, [-1, -3; -5, -7; -9, -11; -13, -15], ...
-%!             [-2, -4; -6, -8; -10, -12; -14, -16]);
-%! exp  = cat (4, var1, var2);
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! json = '[[true, false], [true, false], [true, false]]';
-%! exp  = logical ([1 0; 1 0; 1 0]);
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% If different dimensions -> transform to a cell array (extracted from JSONio)
-%!testif HAVE_RAPIDJSON
-%! json = '[[1, 2], [3, 4, 5]]';
-%! exp  = {[1; 2]; [3; 4; 5]};
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% extracted from JSONio
-%%!testif HAVE_RAPIDJSON
-%! json = '[1, 2, [3, 4]]';
-%! exp  = {1; 2; [3; 4]};
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! json = '[true, false, [true, false, false]]';
-%! exp  = {true; false; logical([1; 0; 0])};
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-%! assert (isa (obs{1}, 'logical'));
-%! assert (isa (obs{2}, 'logical'));
-%! assert (isa (obs{3}, 'logical'));
-
-%%% Test 4: decode JSON Objects
-
-%% Check decoding of Boolean, Number, and String values inside an Object
-%!testif HAVE_RAPIDJSON
-%! json = '{"number": 3.14, "string": "foobar", "boolean": false}';
-%! exp  = struct ('number', 3.14, 'string', 'foobar', 'boolean', false);
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-%! assert (isa (obs.boolean, 'logical'));
-
-%% Check decoding of null values and arrays inside an object & makeValidName
-%!testif HAVE_RAPIDJSON
-%! json = [ '{"nonnumeric array": ["str", 5, null],' ...
-%!          '"numeric array": [1, 2, null]}' ];
-%! exp  = struct ('nonnumericArray', {{'str'; 5; []}}, ...
-%!                'numericArray', {[1; 2; NaN]});
-%! obs  = jsondecode (json);
-%! assert (isequaln (obs, exp));
-
-%% Check decoding of objects inside an object & makeValidName (from JSONio)
-%!testif HAVE_RAPIDJSON
-%! json = '{"object": {"  field 1   ": 1, "field-   2": 2, "3field": 3, "": 1}}';
-%! exp  = struct ('object', ...
-%!                struct ('field1', 1, 'field_2', 2, 'x3field', 3, 'x', 1));
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% Check decoding of empty objects, empty arrays, and Inf inside an object
-%!testif HAVE_RAPIDJSON
-%! json = '{"a": Inf, "b": [], "c": {}}';
-%! exp  = struct ('a', Inf, 'b', [], 'c', struct ());
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% Check decoding of string arrays inside an object & makeValidName
-%% extracted from JSONio
-%!testif HAVE_RAPIDJSON
-%! json = '{"%string.array": ["Statistical","Parametric","Mapping"]}';
-%! exp  = struct ('x_string_array', ...
-%!                {{'Statistical'; 'Parametric'; 'Mapping'}});
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% extracted from jsonlab
-%!testif HAVE_RAPIDJSON
-%! json = ['{' , ...
-%!     '"glossary": { ', ...
-%!         '"title": "example glossary",', ...
-%!     '"GlossDiv": {', ...
-%!             '"title": "S",', ...
-%!     '"GlossList": {', ...
-%!                 '"GlossEntry": {', ...
-%!                     '"ID": "SGML",', ...
-%!                     '"SortAs": "SGML",', ...
-%!                     '"GlossTerm": "Standard Generalized Markup Language",', ...
-%!                     '"Acronym": "SGML",', ...
-%!                     '"Abbrev": "ISO 8879:1986",', ...
-%!                     '"GlossDef": {', ...
-%!                         '"para": "A meta-markup language, ', ...
-%!                         'used to create markup languages such as DocBook.",', ...
-%!                         '"GlossSeeAlso": ["GML", "XML"]', ...
-%!                     '},', ...
-%!                     '"GlossSee": "markup"', ...
-%!                 '}', ...
-%!             '}', ...
-%!         '}', ...
-%!     '}', ...
-%! '}'];
-%! var1 = struct ('para', ['A meta-markup language, used to create ' ...
-%!                         'markup languages such as DocBook.'], ...
-%!                'GlossSeeAlso', {{'GML'; 'XML'}});
-%! var2 = struct ('ID', 'SGML', 'SortAs', 'SGML', ...
-%!                'GlossTerm', 'Standard Generalized Markup Language', ...
-%!                'Acronym', 'SGML', 'Abbrev', 'ISO 8879:1986', ...
-%!                'GlossDef', var1, 'GlossSee', 'markup');
-%! exp  = struct ('glossary', ...
-%!                struct ('title', 'example glossary', ...
-%!                        'GlossDiv', struct ('title', 'S', ...
-%!                                            'GlossList', ...
-%!                                            struct ('GlossEntry', var2))));
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%%% Test 5: decode Array of JSON objects
-
-%% Arrays with the same field names in the same order (extracted from JSONio)
-%!testif HAVE_RAPIDJSON
-%! json = '{"structarray": [{"a":1,"b":2},{"a":3,"b":4}]}';
-%! exp  = struct ('structarray', struct ('a', {1; 3}, 'b', {2; 4}));
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% Different field names before calling makeValidName, BUT the same after
-%% calling it, resulting in structarray.
-%! json = [ '[', ...
-%!       '{', ...
-%!         '"i*d": 0,', ...
-%!         '"12name": "Osborn"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"i/d": 1,', ...
-%!         '"12name": "Mcdowell"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"i+d": 2,', ...
-%!         '"12name": "Jewel"', ...
-%!       '}', ...
-%!     ']'];
-%! exp  = struct ('i_d', {0; 1; 2}, ...
-%!                'x12name', {'Osborn'; 'Mcdowell'; 'Jewel'});
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% Arrays with the same field names in the same order.
-%% JSON text is generated from json-generator.com
-%!testif HAVE_RAPIDJSON
-%! json = ['[', ...
-%!   '{', ...
-%!     '"x_id": "5ee28980fc9ab3",', ...
-%!     '"index": 0,', ...
-%!     '"guid": "b229d1de-f94a",', ...
-%!     '"latitude": -17.124067,', ...
-%!     '"longitude": -61.161831,', ...
-%!     '"friends": [', ...
-%!       '{', ...
-%!         '"id": 0,', ...
-%!         '"name": "Collins"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id": 1,', ...
-%!         '"name": "Hays"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id": 2,', ...
-%!         '"name": "Griffin"', ...
-%!       '}', ...
-%!     ']', ...
-%!   '},', ...
-%!   '{', ...
-%!     '"x_id": "5ee28980dd7250",', ...
-%!     '"index": 1,', ...
-%!     '"guid": "39cee338-01fb",', ...
-%!     '"latitude": 13.205994,', ...
-%!     '"longitude": -37.276231,', ...
-%!     '"friends": [', ...
-%!       '{', ...
-%!         '"id": 0,', ...
-%!         '"name": "Osborn"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id": 1,', ...
-%!         '"name": "Mcdowell"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id": 2,', ...
-%!         '"name": "Jewel"', ...
-%!       '}', ...
-%!     ']', ...
-%!   '},', ...
-%!   '{', ...
-%!     '"x_id": "5ee289802422ac",', ...
-%!     '"index": 2,', ...
-%!     '"guid": "3db8d55a-663e",', ...
-%!     '"latitude": -35.453456,', ...
-%!     '"longitude": 14.080287,', ...
-%!     '"friends": [', ...
-%!       '{', ...
-%!         '"id": 0,', ...
-%!         '"name": "Socorro"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id": 1,', ...
-%!         '"name": "Darla"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id": 2,', ...
-%!         '"name": "Leanne"', ...
-%!       '}', ...
-%!     ']', ...
-%!   '}', ...
-%! ']'];
-%! var1 = struct ('id', {0; 1; 2}, 'name', {'Collins'; 'Hays'; 'Griffin'});
-%! var2 = struct ('id', {0; 1; 2}, 'name', {'Osborn'; 'Mcdowell'; 'Jewel'});
-%! var3 = struct ('id', {0; 1; 2}, 'name', {'Socorro'; 'Darla'; 'Leanne'});
-%! exp  = struct (...
-%!   'x_id', {'5ee28980fc9ab3'; '5ee28980dd7250'; '5ee289802422ac'}, ...
-%!   'index', {0; 1; 2}, ...
-%!   'guid', {'b229d1de-f94a'; '39cee338-01fb'; '3db8d55a-663e'}, ...
-%!   'latitude', {-17.124067; 13.205994; -35.453456}, ...
-%!   'longitude', {-61.161831; -37.276231; 14.080287}, ...
-%!   'friends', {var1; var2; var3});
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% Arrays with the same field names in different order (extracted from JSONio)
-%% Results in cell array, rather than struct array
-%!testif HAVE_RAPIDJSON
-%! json = '{"cellarray": [{"a":1,"b":2},{"b":3,"a":4}]}';
-%! exp  = struct ('cellarray', {{struct('a', 1, 'b', 2); ...
-%!                               struct('b', 3, 'a', 4)}});
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% Arrays with different field names (extracted from JSONio)
-%!testif HAVE_RAPIDJSON
-%! json = '{"cellarray": [{"a":1,"b":2},{"a":3,"c":4}]}';
-%! exp  = struct ('cellarray', {{struct('a', 1, 'b', 2); ...
-%!                               struct('a', 3, 'c', 4)}});
-%! obs  = jsondecode (json);
-%! assert (isequal (obs, exp));
-
-%% Arrays with different field names and a big test
-%!testif HAVE_RAPIDJSON
-%! json = ['[', ...
-%!   '{', ...
-%!     '"x_id": "5ee28980fc9ab3",', ...
-%!     '"index": 0,', ...
-%!     '"guid": "b229d1de-f94a",', ...
-%!     '"latitude": -17.124067,', ...
-%!     '"longitude": -61.161831,', ...
-%!     '"friends": [', ...
-%!       '{', ...
-%!         '"id": 0,', ...
-%!         '"name": "Collins"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id": 1,', ...
-%!         '"name": "Hays"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id": 2,', ...
-%!         '"name": "Griffin"', ...
-%!       '}', ...
-%!     ']', ...
-%!   '},', ...
-%!   '{"numeric array": ["str", 5, null], "nonnumeric array": [1, 2, null]},', ...
-%!   '{', ...
-%!      '"firstName": "John",', ...
-%!      '"lastName": "Smith",', ...
-%!      '"age": 25,', ...
-%!      '"address":', ...
-%!      '{', ...
-%!          '"streetAddress": "21 2nd Street",', ...
-%!          '"city": "New York",', ...
-%!          '"state": "NY"', ...
-%!      '},', ...
-%!      '"phoneNumber":', ...
-%!          '{', ...
-%!            '"type": "home",', ...
-%!            '"number": "212 555-1234"', ...
-%!          '}', ...
-%!  '}]'];
-%! var1 = struct ('x_id', '5ee28980fc9ab3', 'index', 0, ...
-%!                'guid', 'b229d1de-f94a', 'latitude', -17.124067, ...
-%!                'longitude', -61.161831, ...
-%!                'friends', ...
-%!                struct ('id', {0; 1; 2}, ...
-%!                        'name', {'Collins'; 'Hays'; 'Griffin'}));
-%! var2 = struct ('numericArray', {{'str'; 5; []}}, ...
-%!                'nonnumericArray', {[1; 2; NaN]});
-%! var3 = struct ('firstName', 'John', 'lastName', 'Smith', 'age', 25, ...
-%!                'address', ...
-%!                struct ('streetAddress', '21 2nd Street', ...
-%!                        'city', 'New York', 'state', 'NY'), ...
-%!                'phoneNumber', ...
-%!                struct ('type', 'home', 'number', '212 555-1234'));
-%! exp = {var1; var2; var3};
-%! obs  = jsondecode (json);
-%! assert (isequaln (obs, exp));
-
-%%% Test 6: decode Array of different JSON data types
-
-%!testif HAVE_RAPIDJSON
-%! json = ['[null, true, Inf, 2531.023, "hello there", ', ...
-%!   '{', ...
-%!     '"x_id": "5ee28980dd7250",', ...
-%!     '"index": 1,', ...
-%!     '"guid": "39cee338-01fb",', ...
-%!     '"latitude": 13.205994,', ...
-%!     '"longitude": -37.276231,', ...
-%!     '"friends": [', ...
-%!       '{', ...
-%!         '"id": 0,', ...
-%!         '"name": "Osborn"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id": 1,', ...
-%!         '"name": "Mcdowell"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id": 2,', ...
-%!         '"name": "Jewel"', ...
-%!       '}', ...
-%!     ']', ...
-%!   '}]'];
-%! var =  struct ('x_id', '5ee28980dd7250', 'index', 1, ...
-%!                'guid', '39cee338-01fb', 'latitude', 13.205994, ...
-%!                'longitude', -37.276231, ...
-%!                'friends', struct ('id', {0; 1; 2}, ...
-%!                                   'name', {'Osborn'; 'Mcdowell'; 'Jewel'}));
-%! exp = {[]; 1; Inf; 2531.023; 'hello there'; var};
-%! obs  = jsondecode (json);
-%! assert (isequaln (obs, exp));
-
-%% Array of arrays
-%!testif HAVE_RAPIDJSON
-%! json = ['[["str", Inf, null], [1, 2, null], ["foo", "bar", ["foo", "bar"]],', ...
-%!   '[[[1, 2], [3, 4]], [[5, 6], [7, 8]]],' , ...
-%!   '[', ...
-%!     '{', ...
-%!       '"x_id": "5ee28980fc9ab3",', ...
-%!       '"index": 0,', ...
-%!       '"guid": "b229d1de-f94a",', ...
-%!       '"latitude": -17.124067,', ...
-%!       '"longitude": -61.161831,', ...
-%!       '"friends": [', ...
-%!         '{', ...
-%!           '"id": 0,', ...
-%!           '"name": "Collins"', ...
-%!         '},', ...
-%!         '{', ...
-%!           '"id": 1,', ...
-%!           '"name": "Hays"', ...
-%!         '},', ...
-%!         '{', ...
-%!           '"id": 2,', ...
-%!           '"name": "Griffin"', ...
-%!         '}', ...
-%!       ']', ...
-%!     '},', ...
-%!     '{"numeric array": ["str", 5, null], "nonnumeric array": [1, 2, null]},', ...
-%!     '{', ...
-%!        '"firstName": "John",', ...
-%!        '"lastName": "Smith",', ...
-%!        '"age": 25,', ...
-%!        '"address":', ...
-%!        '{', ...
-%!            '"streetAddress": "21 2nd Street",', ...
-%!            '"city": "New York",', ...
-%!            '"state": "NY"', ...
-%!        '},', ...
-%!        '"phoneNumber":', ...
-%!            '{', ...
-%!              '"type": "home",', ...
-%!              '"number": "212 555-1234"', ...
-%!            '}', ...
-%!    '}]]'];
-%! var1 = struct ('x_id', '5ee28980fc9ab3', 'index', 0, ...
-%!                'guid', 'b229d1de-f94a', 'latitude', -17.124067, ...
-%!                'longitude', -61.161831, ...
-%!                'friends', struct ('id', {0; 1; 2}, ...
-%!                                   'name', {'Collins'; 'Hays'; 'Griffin'}));
-%! var2 = struct ('numericArray', {{'str'; 5; []}}, ...
-%!                'nonnumericArray', {[1; 2; NaN]});
-%! var3 = struct ('firstName', 'John', 'lastName', 'Smith', 'age', 25, ...
-%!                'address', ...
-%!                struct ('streetAddress', '21 2nd Street', ...
-%!                        'city', 'New York', 'state', 'NY'), ...
-%!                'phoneNumber', ...
-%!                struct ('type', 'home', 'number', '212 555-1234'));
-%! exp = {{'str'; Inf; []}; [1; 2; NaN]; {'foo'; 'bar'; {'foo'; 'bar'}};
-%!        cat(3, [1, 3; 5, 7], [2, 4; 6, 8]); {var1; var2 ;var3}};
-%! obs  = jsondecode (json);
-%! assert (isequaln (obs, exp));
-
-%%% Test 7: Check "ReplacementStyle", "Prefix", and "makeValidName" options
-%%%         Not Matlab compatible!
-
-%!testif HAVE_RAPIDJSON
-%! json = '{"1a": {"1*a": {"1+*/-a": {"1#a": {}}}}}';
-%! exp  = struct ('n1a', ...
-%!                struct ('n1a', struct ('n1a', struct ('n1a', struct ()))));
-%! obs  = jsondecode (json, "ReplacementStyle", "delete", ...
-%!                          "Prefix", "_", "Prefix", "n");
-%! assert (isequal (obs, exp));
-
-%% Check forwarding of "ReplacementStyle" and "Prefix" options inside arrays
-%!testif HAVE_RAPIDJSON
-%! json = [ '[', ...
-%!       '{', ...
-%!         '"i*d": 0,', ...
-%!         '"12name": "Osborn"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"i*d": 1,', ...
-%!         '"12name": "Mcdowell"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"i*d": 2,', ...
-%!         '"12name": "Jewel"', ...
-%!       '}', ...
-%!     ']'];
-%! exp  = struct ('i0x2Ad', {0; 1; 2}, ...
-%!                'm_12name', {'Osborn'; 'Mcdowell'; 'Jewel'});
-%! obs  = jsondecode (json, "ReplacementStyle", "hex", "Prefix", "m_");
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! json = '{"cell*array": [{"1a":1,"b*1":2},{"1a":3,"b/2":4}]}';
-%! exp  = struct ('cell_array', {{struct('x_1a', 1, 'b_1', 2); ...
-%!                                struct('x_1a', 3, 'b_2', 4)}});
-%! obs  = jsondecode (json, "ReplacementStyle", "underscore", "Prefix", "x_");
-%! assert (isequal (obs, exp));
-
-%%% Test 8: More tests from https://github.com/apjanke/octave-jsonstuff (bug #60688)
-
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsondecode ('42'), 42));
-%! assert (isequal (jsondecode ('"foobar"'), "foobar"));
-%! assert (isequal (jsondecode ('null'), []));
-%! assert (isequal (jsondecode ('[]'), []));
-%! assert (isequal (jsondecode ('[[]]'), {[]}));
-%! assert (isequal (jsondecode ('[[[]]]'), {{[]}}));
-%! assert (isequal (jsondecode ('[1, 2, 3]'), [1; 2; 3]));
-%! assert (isequaln (jsondecode ('[1, 2, null]'), [1; 2; NaN]));
-%! assert (isequal (jsondecode ('[1, 2, "foo"]'), {1; 2; "foo"}));
-%! assert (isequal (jsondecode ('{"foo": 42, "bar": "hello"}'), ...
-%!         struct("foo",42, "bar","hello")));
-%! assert (isequal (jsondecode ('[{"foo": 42, "bar": "hello"}, {"foo": 1.23, "bar": "world"}]'), ...
-%!         struct("foo", {42; 1.23}, "bar", {"hello"; "world"})));
-%! assert (isequal (jsondecode ('[1, 2]'), [1; 2]));
-%! assert (isequal (jsondecode ('[[1, 2]]'), [1 2]));
-%! assert (isequal (jsondecode ('[[[1, 2]]]'), cat(3, 1, 2)));
-%! assert (isequal (jsondecode ('[[1, 2], [3, 4]]'), [1 2; 3 4]));
-%! assert (isequal (jsondecode ('[[[1, 2], [3, 4]]]'), cat(3, [1 3], [2 4])));
-%! assert (isequal (jsondecode ('[[[1, 2], [3, 4]], [[5, 6], [7, 8]]]'), ...
-%!         cat(3, [1 3; 5 7], [2 4; 6 8])));
-%! assert (isequal (jsondecode ('{}'), struct));
-%! assert (isequal (jsondecode ('[{}]'), struct));
-%! assert (isequal (jsondecode ('[[{}]]'), struct));
-%! assert (isequal (jsondecode ('[{}, {}]'), [struct; struct]));
-%! assert (isequal (jsondecode ('[[{}, {}]]'), [struct struct]));
-%! assert (isequal (jsondecode ('[[[{}, {}]]]'), cat(3, struct, struct)));
-%! assert (isequal (jsonencode (42), "42"));
-%! assert (isequal (jsonencode ("foo"), '"foo"'));
-%! assert (isequal (jsonencode ([1 2 3]), '[1,2,3]'));
-%! assert (isequal (jsonencode (NaN), 'null'));
-%! assert (isequal (jsonencode ([1 2 NaN]), '[1,2,null]'));
-%! assert (isequal (jsonencode ({}), "[]"));
-
-%%% Test 9: And even some more tests for bug #60688.
-
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsondecode ('[[{"foo": 42}, {"foo": 1.23}], [{"foo": 12}, {"foo": "bar"}]]'), ...
-%!         struct("foo", {42 1.23; 12 "bar"})));
-%! assert (isequal (jsondecode ('[[{"foo": 42}, {"foo": 1.23}], [{"bar": 12}, {"foo": "bar"}]]'), ...
-%!         {struct("foo", {42; 1.23}); {struct("bar", 12); struct("foo", "bar")}}));
-
-
-%%% Test 10: Decoding of objects inside an object without using makeValidName.
-%%%          Not Matlab compatible!
-
-%!testif HAVE_RAPIDJSON
-%! json = ['{"object": {"  hi 1   ": 1, "%string.array": 2,' ...
-%!                     '"img/svg+xml": 3, "": 1}}'];
-%! exp  = struct ('object', ...
-%!                struct ('  hi 1   ', 1, '%string.array', 2, ...
-%!                        'img/svg+xml', 3, '', 1));
-%! obs  = jsondecode (json, "makeValidName", false);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! json = '{"1a": {"1*a": {"1+*/-a": {"1#a": {}}}}}';
-%! exp  = struct ('n1a', ...
-%!                struct ('n1a', struct ('n1a', struct ('n1a', struct ()))));
-%! obs  = jsondecode (json, "ReplacementStyle", "delete", ...
-%!                          "makeValidName", false, ...
-%!                          "Prefix", "_", ...
-%!                          "makeValidName", true, ...
-%!                          "Prefix", "n");
-%! assert (isequal (obs, exp));
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/json/jsonencode.tst	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,677 @@
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%% Unit tests for jsonencode()
+%%
+%% Code in libinterp/corefcn/jsonencode.cc
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+%% Note: This script is intended to also run under Matlab to verify
+%%       compatibility.  Preserve Matlab-formatting when making changes.
+
+%% Some tests here are just the reverse of tests in jsondecode with
+%% some modifications.
+
+%%% Test 1: Encode logical and numeric scalars, NaN, NA, and Inf
+
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsonencode (logical (1)), 'true'));
+%! assert (isequal (jsonencode (logical (0)), 'false'));
+%! assert (isequal (jsonencode (50.025), '50.025'));
+%! %% FIXME: Uncomment when bug #64960 is fixed
+%! %% assert (isequal (jsonencode (single (50.025)), '50.025'));
+%! assert (isequal (jsonencode (uint64 (1e6)), '1000000'));
+%! assert (isequal (jsonencode (int64 (-1e6)), '-1000000'));
+%! assert (isequal (jsonencode (NaN), 'null'));
+%! assert (isequal (jsonencode (NA), 'null'));    % Octave-only test
+%! assert (isequal (jsonencode (Inf), 'null'));
+%! assert (isequal (jsonencode (-Inf), 'null'));
+
+%% Customized encoding of Nan, NA, Inf, -Inf
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsonencode (NaN, 'ConvertInfAndNaN', true), 'null'));
+%! % Octave-only test for NA
+%! assert (isequal (jsonencode (NA, 'ConvertInfAndNaN', true), 'null'));
+%! assert (isequal (jsonencode (Inf, 'ConvertInfAndNaN', true), 'null'));
+%! assert (isequal (jsonencode (-Inf, 'ConvertInfAndNaN', true), 'null'));
+
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsonencode (NaN, 'ConvertInfAndNaN', false), 'NaN'));
+%! % Octave-only test for NA
+%! assert (isequal (jsonencode (NA, 'ConvertInfAndNaN', false), 'NaN'));
+%! assert (isequal (jsonencode (Inf, 'ConvertInfAndNaN', false), 'Infinity'));
+%! assert (isequal (jsonencode (-Inf, 'ConvertInfAndNaN', false), '-Infinity'));
+
+%%% Test 2: encode character vectors and arrays
+
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsonencode (''), '""'));
+%! assert (isequal (jsonencode ('hello there'), '"hello there"'));
+%! assert (isequal (jsonencode (['foo'; 'bar']), '["foo","bar"]'));
+%! assert (isequal (jsonencode (['foo', 'bar'; 'foo', 'bar']), ...
+%!                  '["foobar","foobar"]'));
+
+%% Escape characters inside single-quoted and double-quoted strings
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsonencode ('\0\a\b\t\n\v\f\r'), ...
+%!                              '"\\0\\a\\b\\t\\n\\v\\f\\r"'));
+%! % FIXME: Matlab produces a double-escaped string as above.
+%! assert (isequal (jsonencode ("\a\b\t\n\v\f\r"), ...
+%!                              '"\u0007\b\t\n\u000B\f\r"'));
+
+%!testif HAVE_RAPIDJSON
+%! data = [[['foo'; 'bar']; ['foo'; 'bar']], [['foo'; 'bar']; ['foo'; 'bar']]];
+%! exp  = '["foofoo","barbar","foofoo","barbar"]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = cat (3, ['a', 'b'; 'c', 'd'], ['e', 'f'; 'g', 'h']);
+%! exp  = '[["ab","ef"],["cd","gh"]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Try different dimensions for the array
+%!testif HAVE_RAPIDJSON
+%! data = cat (3, ['a', 'b'; 'c', 'd'; '1', '2'], ...
+%!                ['e', 'f'; 'g', 'h'; '3', '4']);
+%! exp  = '[["ab","ef"],["cd","gh"],["12","34"]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Try higher dimensions for the array
+%!testif HAVE_RAPIDJSON
+%! charmat1 = cat (3, ['1', '3'; '5', '7'; '9', 'e'; 'f', 'g'], ...
+%!                    ['2', '4'; '6', '8'; 'a', 'b'; 'c', 'd']);
+%! charmat2 = cat (3, ['1', '3'; '5', '7'; '9', 'e'; 'f', 'g'], ...
+%!                    ['2', '4'; '6', '8'; 'a', 'b'; 'c', 'd']);
+%! data = cat (4, charmat1, charmat2);
+%! exp  = [ '[[["13","13"],["24","24"]],[["57","57"],["68","68"]],', ...
+%!          '[["9e","9e"],["ab","ab"]],[["fg","fg"],["cd","cd"]]]' ];
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Try different dimensions for an array with one of its dimensions equals one
+%!testif HAVE_RAPIDJSON
+%! data = cat (4, ['a'; 'b'], ['c'; 'd']);
+%! exp  = '[[["a","c"]],[["b","d"]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% High dimension, but still a vector, is reduced to a vector
+%!testif HAVE_RAPIDJSON
+%! data = cat (8, ['a'], ['c']);
+%! exp  = '"ac"';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = cat (8, ['a'; 'b'; '1'], ['c'; 'd'; '2']);
+%! exp  = '[[[[[[["a","c"]]]]]],[[[[[["b","d"]]]]]],[[[[[["1","2"]]]]]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%%% Test 3: encode numeric and logical arrays (with NaN and Inf)
+
+%% Test simple vectors
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsonencode ([]), '[]'));
+%! assert (isequal (jsonencode ([1, 2, 3, 4]), '[1,2,3,4]'));
+%! % Matlab encodes flints with values above 1e6-1 in scientific notation.  Octave writes integers.
+%! assert (isequal (jsonencode ([1.23e6, 2]), '[1230000,2]'));
+%! assert (isequal (jsonencode ([true; false; true]), '[true,false,true]'));
+
+%% Test arrays
+%!testif HAVE_RAPIDJSON
+%! data = [1, NaN; 3, 4];
+%! exp  = '[[1,null],[3,4]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = cat (3, [NaN, 3; 5, Inf], [2, 4; -Inf, 8]);
+%! exp  = '[[[null,2],[3,4]],[[5,null],[null,8]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Customized encoding of Nan, Inf, -Inf
+%!testif HAVE_RAPIDJSON
+%! data = cat (3, [1, NaN; 5, 7], [2, Inf; 6, -Inf]);
+%! exp  = '[[[1,2],[NaN,Infinity]],[[5,6],[7,-Infinity]]]';
+%! obs  = jsonencode (data, 'ConvertInfAndNaN', false);
+%! assert (isequal (obs, exp));
+
+%% Try different dimensions for the array
+%!testif HAVE_RAPIDJSON
+%! data = cat (3, [1, 3; 5, 7], [2, 4; 6, 8], [-1, NaN; Inf, -Inf]);
+%! exp  = '[[[1,2,-1],[3,4,NaN]],[[5,6,Infinity],[7,8,-Infinity]]]';
+%! obs  = jsonencode (data, 'ConvertInfAndNaN', false);
+%! assert (isequal (obs, exp));
+
+%% Try different dimensions for the array with one of its dimensions equals one
+%!testif HAVE_RAPIDJSON
+%! data = cat (3, [1; 7; 11], [4; 8; 12]);
+%! exp  = '[[[1,4]],[[7,8]],[[11,12]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! array1 = cat (3, [5, 7], [2, 4]);
+%! array2 = cat (3, [-1, -3], [-2, -4]);
+%! data = cat (4, array1, array2);
+%! exp  = '[[[[5,-1],[2,-2]],[[7,-3],[4,-4]]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = cat (4, [1, 3; 5, 7], [-1, -3; -5, -7]);
+%! exp  = '[[[[1,-1]],[[3,-3]]],[[[5,-5]],[[7,-7]]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% High-dimension vector is reduced to just a vector
+%!testif HAVE_RAPIDJSON
+%! data = ones ([1, 1, 1, 1, 1, 6]);
+%! exp  = '[1,1,1,1,1,1]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = ones ([1, 2, 2, 2, 2]);
+%! exp  = '[[[[[1,1],[1,1]],[[1,1],[1,1]]],[[[1,1],[1,1]],[[1,1],[1,1]]]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = ones ([1, 2, 2, 1, 2]);
+%! exp  = '[[[[[1,1]],[[1,1]]],[[[1,1]],[[1,1]]]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = ones ([1, 2, 1, 2, 1, 2]);
+%! exp  = '[[[[[[1,1]],[[1,1]]]],[[[[1,1]],[[1,1]]]]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = ones ([1, 1, 2, 1, 2, 1, 2]);
+%! exp  = '[[[[[[[1,1]],[[1,1]]]],[[[[1,1]],[[1,1]]]]]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = ones ([1, 2, 2, 1, 1, 2]);
+%! exp  = '[[[[[[1,1]]],[[[1,1]]]],[[[[1,1]]],[[[1,1]]]]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = ones ([1, 2, 1, 3, 1, 1, 1, 2]);
+%! exp  = ['[[[[[[[[1,1]]]],[[[[1,1]]]],[[[[1,1]]]]]],[[[[[[1,1]]]],', ...
+%!         '[[[[1,1]]]],[[[[1,1]]]]]]]]'];
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = ones ([1, 1, 1, 1, 2, 1, 1, 1, 2]);
+%! exp  = '[[[[[[[[[1,1]]]],[[[[1,1]]]]]]]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = ones ([1, 3, 2, 1, 1, 2, 1, 2, 2]);
+%! exp  = ['[[[[[[[[[1,1],[1,1]]],[[[1,1],[1,1]]]]]],[[[[[[1,1],', ...
+%!         '[1,1]]],[[[1,1],[1,1]]]]]]],[[[[[[[1,1],[1,1]]],[[[1,', ...
+%!         '1],[1,1]]]]]],[[[[[[1,1],[1,1]]],[[[1,1],[1,1]]]]]]],', ...
+%!         '[[[[[[[1,1],[1,1]]],[[[1,1],[1,1]]]]]],[[[[[[1,1],[1,', ...
+%!         '1]]],[[[1,1],[1,1]]]]]]]]]'];
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = ones ([1, 1, 1, 1, 1, 1, 2, 1, 1, 2, 2, 3, 1, 1, 1, 1, 1, 1, 1, 2]);
+%! exp  =  ['[[[[[[[[[[[[[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]],', ...
+%!          '[[[[[[[[1,1]]]]]]]]],[[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]', ...
+%!          ']]],[[[[[[[[1,1]]]]]]]]]],[[[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]', ...
+%!          ']]]]]]],[[[[[[[[1,1]]]]]]]]],[[[[[[[[[1,1]]]]]]]],[[[[[[', ...
+%!          '[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]]]]]]],[[[[[[[[[[[[[1,1]', ...
+%!          ']]]]]]],[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]]],[[[[[[[[', ...
+%!          '[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]]]],[[[', ...
+%!          '[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]]],', ...
+%!          '[[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]', ...
+%!          ']]]]]]]]]]]]]]]]]]'];
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Try higher dimensions for the array
+%!testif HAVE_RAPIDJSON
+%! var1 = cat (3, [1, 3; 5, 7; 9, 11; 13, 15], [2, 4; 6, 8; 10, 12; 14, 16]);
+%! var2 = cat (3, [-1, -3; -5, -7; -9, -11; -13, -15], ...
+%!                [-2, -4; -6, -8; -10, -12; -14, -16]);
+%! data = cat (4, var1, var2);
+%! exp  = ['[[[[1,-1],[2,-2]],[[3,-3],[4,-4]]],[[[5,-5],[6,-6]],[[7,-7],', ...
+%!         '[8,-8]]],[[[9,-9],[10,-10]],[[11,-11],[12,-12]]],', ...
+%!         '[[[13,-13],[14,-14]],[[15,-15],[16,-16]]]]'];
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Try logical array (tests above were all with numeric data)
+
+%% 2-D logical array
+%!testif HAVE_RAPIDJSON
+%! data = [true, false; true, false; true, false];
+%! exp  = '[[true,false],[true,false],[true,false]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% N-D logical array
+%!testif HAVE_RAPIDJSON <*59198>
+%! data = true (2,2,2);
+%! data(1,1,2) = false;
+%! exp  = '[[[true,false],[true,true]],[[true,true],[true,true]]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%%% Test 4: encode containers.Map
+
+%% KeyType must be char to encode objects of containers.Map
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsonencode (containers.Map ('1', [1, 2, 3])), ...
+%!                  '{"1":[1,2,3]}'));
+
+%!testif HAVE_RAPIDJSON
+%! data = containers.Map ({'foo'; 'bar'; 'baz'}, [1, 2, 3]);
+%! exp  = '{"bar":2,"baz":3,"foo":1}';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON
+%! data = containers.Map ({'foo'; 'bar'; 'baz'}, ...
+%!                        {{1, 'hello', NaN}, true, [2, 3, 4]});
+%! exp  = '{"bar":true,"baz":[2,3,4],"foo":[1,"hello",NaN]}';
+%! obs  = jsonencode (data, 'ConvertInfAndNaN', false);
+%! assert (isequal (obs, exp));
+
+%%% Test 5: encode scalar structs
+
+%% Check the encoding of Boolean, Number, and String values inside a struct
+%!testif HAVE_RAPIDJSON
+%! data = struct ('number', 3.14, 'string', 'foobar', 'boolean', false);
+%! exp  = '{"number":3.14,"string":"foobar","boolean":false}';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Check the encoding of NaN, NA, Inf, and -Inf values inside a struct
+%!testif HAVE_RAPIDJSON
+%! % Octave-only test because of NA value
+%! data = struct ('numericArray', [7, NaN, NA, Inf, -Inf]);
+%! exp  = '{"numericArray":[7,null,null,null,null]}';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Customized encoding of Nan, NA, Inf, -Inf
+%!testif HAVE_RAPIDJSON
+%! data = struct ('numericArray', [7, NaN, NA, Inf, -Inf]);
+%! exp  = '{"numericArray":[7,NaN,NaN,Infinity,-Infinity]}';
+%! obs  = jsonencode (data, 'ConvertInfAndNaN', false);
+%! assert (isequal (obs, exp));
+
+%% Check the encoding of structs inside a struct
+%!testif HAVE_RAPIDJSON
+%! data = struct ('object', struct ('field1', 1, 'field2', 2, 'field3', 3));
+%! exp  = '{"object":{"field1":1,"field2":2,"field3":3}}';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Check the encoding of empty structs and empty arrays inside a struct
+%!testif HAVE_RAPIDJSON
+%! data = struct ('a', Inf, 'b', [], 'c', struct ());
+%! exp  = '{"a":null,"b":[],"c":{}}';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% a big test
+%!testif HAVE_RAPIDJSON
+%! var1 = struct ('para', ['A meta-markup language, used to create ' ...
+%!                         'markup languages such as DocBook.'], ...
+%!                'GlossSeeAlso', {{'GML'; 'XML'}});
+%! var2 = struct ('ID', 'SGML', 'SortAs', 'SGML', ...
+%!                'GlossTerm', 'Standard Generalized Markup Language', ...
+%!                'Acronym', 'SGML', 'Abbrev', 'ISO 8879:1986', ...
+%!                'GlossDef', var1, 'GlossSee', 'markup');
+%! data  = struct ('glossary', ...
+%!                struct ('title', 'example glossary', ...
+%!                        'GlossDiv', struct ('title', 'S', ...
+%!                                            'GlossList', ...
+%!                                            struct ('GlossEntry', var2))));
+%! exp = ['{' , ...
+%!     '"glossary":{', ...
+%!         '"title":"example glossary",', ...
+%! 		'"GlossDiv":{', ...
+%!             '"title":"S",', ...
+%! 			'"GlossList":{', ...
+%!                 '"GlossEntry":{', ...
+%!                     '"ID":"SGML",', ...
+%! 					'"SortAs":"SGML",', ...
+%! 					'"GlossTerm":"Standard Generalized Markup Language",', ...
+%! 					'"Acronym":"SGML",', ...
+%! 					'"Abbrev":"ISO 8879:1986",', ...
+%! 					'"GlossDef":{', ...
+%!                         '"para":"A meta-markup language, ', ...
+%!                         'used to create markup languages such as DocBook.",', ...
+%! 						'"GlossSeeAlso":["GML","XML"]', ...
+%!                     '},', ...
+%! 					'"GlossSee":"markup"', ...
+%!                 '}', ...
+%!             '}', ...
+%!         '}', ...
+%!     '}', ...
+%! '}'];
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%%% Test 6: Encode struct arrays
+
+%!testif HAVE_RAPIDJSON
+%! data = struct ('structarray', struct ('a', {1; 3}, 'b', {2; 4}));
+%! exp  = '{"structarray":[{"a":1,"b":2},{"a":3,"b":4}]}';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON <*63622>
+%! data = struct ('z', {});
+%! exp  = '[]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+%
+%!testif HAVE_RAPIDJSON <*63622>
+%! data.a = struct ('z', {});
+%! data.b = 1;
+%! exp  = '{"a":[],"b":1}';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% another big Test
+%!testif HAVE_RAPIDJSON
+%! var1 = struct ('id', {0; 1; 2}, 'name', {'Collins'; 'Hays'; 'Griffin'});
+%! var2 = struct ('id', {0; 1; 2}, 'name', {'Osborn'; 'Mcdowell'; 'Jewel'});
+%! var3 = struct ('id', {0; 1; 2}, 'name', {'Socorro'; 'Darla'; 'Leanne'});
+%! data = struct (...
+%!   'x_id', {'5ee28980fc9ab3'; '5ee28980dd7250'; '5ee289802422ac'}, ...
+%!   'index', {0; 1; 2}, ...
+%!   'guid', {'b229d1de-f94a'; '39cee338-01fb'; '3db8d55a-663e'}, ...
+%!   'latitude', {-17.124067; 13.205994; -35.453456}, ...
+%!   'longitude', {-61.161831; -37.276231; 14.080287}, ...
+%!   'friends', {var1; var2; var3});
+%! exp  = ['[', ...
+%!   '{', ...
+%!     '"x_id":"5ee28980fc9ab3",', ...
+%!     '"index":0,', ...
+%!     '"guid":"b229d1de-f94a",', ...
+%!     '"latitude":-17.124067,', ...
+%!     '"longitude":-61.161831,', ...
+%!     '"friends":[', ...
+%!       '{', ...
+%!         '"id":0,', ...
+%!         '"name":"Collins"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id":1,', ...
+%!         '"name":"Hays"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id":2,', ...
+%!         '"name":"Griffin"', ...
+%!       '}', ...
+%!     ']', ...
+%!   '},', ...
+%!   '{', ...
+%!     '"x_id":"5ee28980dd7250",', ...
+%!     '"index":1,', ...
+%!     '"guid":"39cee338-01fb",', ...
+%!     '"latitude":13.205994,', ...
+%!     '"longitude":-37.276231,', ...
+%!     '"friends":[', ...
+%!       '{', ...
+%!         '"id":0,', ...
+%!         '"name":"Osborn"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id":1,', ...
+%!         '"name":"Mcdowell"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id":2,', ...
+%!         '"name":"Jewel"', ...
+%!       '}', ...
+%!     ']', ...
+%!   '},', ...
+%!   '{', ...
+%!     '"x_id":"5ee289802422ac",', ...
+%!     '"index":2,', ...
+%!     '"guid":"3db8d55a-663e",', ...
+%!     '"latitude":-35.453456,', ...
+%!     '"longitude":14.080287,', ...
+%!     '"friends":[', ...
+%!       '{', ...
+%!         '"id":0,', ...
+%!         '"name":"Socorro"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id":1,', ...
+%!         '"name":"Darla"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id":2,', ...
+%!         '"name":"Leanne"', ...
+%!       '}', ...
+%!     ']', ...
+%!   '}', ...
+%! ']'];
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%%% Test 7: encode cell arrays
+
+%!testif HAVE_RAPIDJSON
+%! assert (isequal (jsonencode ({}), '[]'));
+%! assert (isequal (jsonencode ({5}), '[5]'));
+%! assert (isequal (jsonencode ({'hello there'}), '["hello there"]'));
+
+%% Logical cell arrays
+%!testif HAVE_RAPIDJSON
+%! data = {'true', 'true'; 'false', 'true'};
+%! exp  = '["true","false","true","true"]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Cell array of character vectors
+%!testif HAVE_RAPIDJSON
+%! data = {'foo'; 'bar'; {'foo'; 'bar'}};
+%! exp  = '["foo","bar",["foo","bar"]]';
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% cell array of structs & a big test
+%!testif HAVE_RAPIDJSON
+%! var1 = struct ('x_id', '5ee28980fc9ab3', 'index', 0, ...
+%!                'guid', 'b229d1de-f94a', 'latitude', -17.124067, ...
+%!                'longitude', -61.161831, ...
+%!                'friends', struct ('id', {0; 1; 2}, ...
+%!                                   'name', {'Collins'; 'Hays'; 'Griffin'}));
+%! var2 = struct ('numericArray', {{'str'; 5; []}}, ...
+%!                'nonnumericArray', {[1; 2; NaN]});
+%! var3 = struct ('firstName', 'John', 'lastName', 'Smith', 'age', 25, ...
+%!                'address', ...
+%!                struct ('streetAddress', '21 2nd Street', ...
+%!                        'city', 'New York', 'state', 'NY'), ...
+%!                'phoneNumber', ...
+%!                struct ('type', 'home', 'number', '212 555-1234'));
+%! data = {var1; var2; var3};
+%! exp  = ['[', ...
+%!   '{', ...
+%!     '"x_id":"5ee28980fc9ab3",', ...
+%!     '"index":0,', ...
+%!     '"guid":"b229d1de-f94a",', ...
+%!     '"latitude":-17.124067,', ...
+%!     '"longitude":-61.161831,', ...
+%!     '"friends":[', ...
+%!       '{', ...
+%!         '"id":0,', ...
+%!         '"name":"Collins"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id":1,', ...
+%!         '"name":"Hays"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id":2,', ...
+%!         '"name":"Griffin"', ...
+%!       '}', ...
+%!     ']', ...
+%!   '},', ...
+%!   '{"numericArray":["str",5,[]],"nonnumericArray":[1,2,null]},', ...
+%!   '{', ...
+%!      '"firstName":"John",', ...
+%!      '"lastName":"Smith",', ...
+%!      '"age":25,', ...
+%!      '"address":', ...
+%!      '{', ...
+%!          '"streetAddress":"21 2nd Street",', ...
+%!          '"city":"New York",', ...
+%!          '"state":"NY"', ...
+%!      '},', ...
+%!      '"phoneNumber":', ...
+%!          '{', ...
+%!            '"type":"home",', ...
+%!            '"number":"212 555-1234"', ...
+%!          '}', ...
+%!  '}]'];
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% cell array of diferrent types & Customized encoding of Nan, Inf, -Inf
+%!testif HAVE_RAPIDJSON
+%! var =  struct ('x_id', '5ee28980dd7250', 'index', 1, ...
+%!                'guid', '39cee338-01fb', 'latitude', 13.205994, ...
+%!                'longitude', -37.276231, ...
+%!                'friends', struct ('id', {0; 1; 2}, ...
+%!                                   'name', {'Osborn'; 'Mcdowell'; 'Jewel'}));
+%! data = {NaN; true; Inf; 2531.023; 'hello there'; var};
+%! exp  = ['[NaN,true,Infinity,2531.023,"hello there",', ...
+%!   '{', ...
+%!     '"x_id":"5ee28980dd7250",', ...
+%!     '"index":1,', ...
+%!     '"guid":"39cee338-01fb",', ...
+%!     '"latitude":13.205994,', ...
+%!     '"longitude":-37.276231,', ...
+%!     '"friends":[', ...
+%!       '{', ...
+%!         '"id":0,', ...
+%!         '"name":"Osborn"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id":1,', ...
+%!         '"name":"Mcdowell"', ...
+%!       '},', ...
+%!       '{', ...
+%!         '"id":2,', ...
+%!         '"name":"Jewel"', ...
+%!       '}', ...
+%!     ']', ...
+%!   '}]'];
+%! obs  = jsonencode (data, 'ConvertInfAndNaN', false);
+%! assert (isequal (obs, exp));
+
+%% a big example
+%!testif HAVE_RAPIDJSON
+%! var1 = struct ('x_id', '5ee28980fc9ab3', 'index', 0, ...
+%!                'guid', 'b229d1de-f94a', 'latitude', -17.124067, ...
+%!                'longitude', -61.161831, ...
+%!                'friends', struct ('id', {0; 1; 2}, ...
+%!                                   'name', {'Collins'; 'Hays'; 'Griffin'}));
+%! var2 = struct ('numericArray', {{'str'; 5; -Inf}}, ...
+%!                'nonnumericArray', {[1; 2; NaN]});
+%! var3 = struct ('firstName', 'John', 'lastName', 'Smith', 'age', 25, ...
+%!                'address', ...
+%!                struct ('streetAddress', '21 2nd Street', ...
+%!                        'city', 'New York', 'state', 'NY'), ...
+%!                'phoneNumber', ...
+%!                struct ('type', 'home', 'number', '212 555-1234'));
+%! data = {{'str'; Inf; {}}; [1; 2; NaN]; {'foo'; 'bar'; {'foo'; 'bar'}};
+%!        cat(3, [1, 3; 5, 7], [2, 4; 6, 8]); {var1; var2 ;var3}};
+%! exp  = ['[["str",null,[]],[1,2,null],["foo","bar",["foo","bar"]],', ...
+%!   '[[[1,2],[3,4]],[[5,6],[7,8]]],' , ...
+%!   '[', ...
+%!     '{', ...
+%!       '"x_id":"5ee28980fc9ab3",', ...
+%!       '"index":0,', ...
+%!       '"guid":"b229d1de-f94a",', ...
+%!       '"latitude":-17.124067,', ...
+%!       '"longitude":-61.161831,', ...
+%!       '"friends":[', ...
+%!         '{', ...
+%!           '"id":0,', ...
+%!           '"name":"Collins"', ...
+%!         '},', ...
+%!         '{', ...
+%!           '"id":1,', ...
+%!           '"name":"Hays"', ...
+%!         '},', ...
+%!         '{', ...
+%!           '"id":2,', ...
+%!           '"name":"Griffin"', ...
+%!         '}', ...
+%!       ']', ...
+%!     '},', ...
+%!     '{"numericArray":["str",5,null],"nonnumericArray":[1,2,null]},', ...
+%!     '{', ...
+%!        '"firstName":"John",', ...
+%!        '"lastName":"Smith",', ...
+%!        '"age":25,', ...
+%!        '"address":', ...
+%!        '{', ...
+%!            '"streetAddress":"21 2nd Street",', ...
+%!            '"city":"New York",', ...
+%!            '"state":"NY"', ...
+%!        '},', ...
+%!        '"phoneNumber":', ...
+%!            '{', ...
+%!              '"type":"home",', ...
+%!              '"number":"212 555-1234"', ...
+%!            '}', ...
+%!    '}]]'];
+%! obs  = jsonencode (data);
+%! assert (isequal (obs, exp));
+
+%% Just basic tests to ensure option "PrettyPrint" is functional.
+%!testif HAVE_RAPIDJSON_PRETTYWRITER
+%! data = {'Hello'; 'World!'};
+%! exp  = do_string_escapes ([ '[\n', ...
+%!                             '  "Hello",\n', ...
+%!                             '  "World!"\n', ...
+%!                             ']' ]);
+%! obs  = jsonencode (data, 'PrettyPrint', true);
+%! assert (isequal (obs, exp));
+%!
+%! exp  = '["Hello","World!"]';
+%! obs  = jsonencode (data, 'PrettyPrint', false);
+%! assert (isequal (obs, exp));
+
+%!testif HAVE_RAPIDJSON_PRETTYWRITER
+%! data = [1, 2; 3, 4];
+%! exp  = do_string_escapes ([ ...
+%! '[\n'                       ...
+%! '  [\n'                   ...
+%! '    1,\n'              ...
+%! '    2\n'               ...
+%! '  ],\n'                  ...
+%! '  [\n'                   ...
+%! '    3,\n'              ...
+%! '    4\n'               ...
+%! '  ]\n'                   ...
+%! ']' ]);
+%! obs  = jsonencode (data, 'PrettyPrint', true);
+%! assert (isequal (obs, exp));
+%!
+%! exp  = '[[1,2],[3,4]]';
+%! obs  = jsonencode (data, 'PrettyPrint', false);
+%! assert (isequal (obs, exp));
--- a/test/json/jsonencode_BIST.tst	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,677 +0,0 @@
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%% Unit tests for jsonencode()
-%%
-%% Code in libinterp/corefcn/jsonencode.cc
-%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
-%% Note: This script is intended to also run under Matlab to verify
-%%       compatibility.  Preserve Matlab-formatting when making changes.
-
-%% Some tests here are just the reverse of tests in jsondecode with
-%% some modifications.
-
-%%% Test 1: Encode logical and numeric scalars, NaN, NA, and Inf
-
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsonencode (logical (1)), 'true'));
-%! assert (isequal (jsonencode (logical (0)), 'false'));
-%! assert (isequal (jsonencode (50.025), '50.025'));
-%! %% FIXME: Uncomment when bug #64960 is fixed
-%! %% assert (isequal (jsonencode (single (50.025)), '50.025'));
-%! assert (isequal (jsonencode (uint64 (1e6)), '1000000'));
-%! assert (isequal (jsonencode (int64 (-1e6)), '-1000000'));
-%! assert (isequal (jsonencode (NaN), 'null'));
-%! assert (isequal (jsonencode (NA), 'null'));    % Octave-only test
-%! assert (isequal (jsonencode (Inf), 'null'));
-%! assert (isequal (jsonencode (-Inf), 'null'));
-
-%% Customized encoding of Nan, NA, Inf, -Inf
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsonencode (NaN, 'ConvertInfAndNaN', true), 'null'));
-%! % Octave-only test for NA
-%! assert (isequal (jsonencode (NA, 'ConvertInfAndNaN', true), 'null'));
-%! assert (isequal (jsonencode (Inf, 'ConvertInfAndNaN', true), 'null'));
-%! assert (isequal (jsonencode (-Inf, 'ConvertInfAndNaN', true), 'null'));
-
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsonencode (NaN, 'ConvertInfAndNaN', false), 'NaN'));
-%! % Octave-only test for NA
-%! assert (isequal (jsonencode (NA, 'ConvertInfAndNaN', false), 'NaN'));
-%! assert (isequal (jsonencode (Inf, 'ConvertInfAndNaN', false), 'Infinity'));
-%! assert (isequal (jsonencode (-Inf, 'ConvertInfAndNaN', false), '-Infinity'));
-
-%%% Test 2: encode character vectors and arrays
-
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsonencode (''), '""'));
-%! assert (isequal (jsonencode ('hello there'), '"hello there"'));
-%! assert (isequal (jsonencode (['foo'; 'bar']), '["foo","bar"]'));
-%! assert (isequal (jsonencode (['foo', 'bar'; 'foo', 'bar']), ...
-%!                  '["foobar","foobar"]'));
-
-%% Escape characters inside single-quoted and double-quoted strings
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsonencode ('\0\a\b\t\n\v\f\r'), ...
-%!                              '"\\0\\a\\b\\t\\n\\v\\f\\r"'));
-%! % FIXME: Matlab produces a double-escaped string as above.
-%! assert (isequal (jsonencode ("\a\b\t\n\v\f\r"), ...
-%!                              '"\u0007\b\t\n\u000B\f\r"'));
-
-%!testif HAVE_RAPIDJSON
-%! data = [[['foo'; 'bar']; ['foo'; 'bar']], [['foo'; 'bar']; ['foo'; 'bar']]];
-%! exp  = '["foofoo","barbar","foofoo","barbar"]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = cat (3, ['a', 'b'; 'c', 'd'], ['e', 'f'; 'g', 'h']);
-%! exp  = '[["ab","ef"],["cd","gh"]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Try different dimensions for the array
-%!testif HAVE_RAPIDJSON
-%! data = cat (3, ['a', 'b'; 'c', 'd'; '1', '2'], ...
-%!                ['e', 'f'; 'g', 'h'; '3', '4']);
-%! exp  = '[["ab","ef"],["cd","gh"],["12","34"]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Try higher dimensions for the array
-%!testif HAVE_RAPIDJSON
-%! charmat1 = cat (3, ['1', '3'; '5', '7'; '9', 'e'; 'f', 'g'], ...
-%!                    ['2', '4'; '6', '8'; 'a', 'b'; 'c', 'd']);
-%! charmat2 = cat (3, ['1', '3'; '5', '7'; '9', 'e'; 'f', 'g'], ...
-%!                    ['2', '4'; '6', '8'; 'a', 'b'; 'c', 'd']);
-%! data = cat (4, charmat1, charmat2);
-%! exp  = [ '[[["13","13"],["24","24"]],[["57","57"],["68","68"]],', ...
-%!          '[["9e","9e"],["ab","ab"]],[["fg","fg"],["cd","cd"]]]' ];
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Try different dimensions for an array with one of its dimensions equals one
-%!testif HAVE_RAPIDJSON
-%! data = cat (4, ['a'; 'b'], ['c'; 'd']);
-%! exp  = '[[["a","c"]],[["b","d"]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% High dimension, but still a vector, is reduced to a vector
-%!testif HAVE_RAPIDJSON
-%! data = cat (8, ['a'], ['c']);
-%! exp  = '"ac"';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = cat (8, ['a'; 'b'; '1'], ['c'; 'd'; '2']);
-%! exp  = '[[[[[[["a","c"]]]]]],[[[[[["b","d"]]]]]],[[[[[["1","2"]]]]]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%%% Test 3: encode numeric and logical arrays (with NaN and Inf)
-
-%% Test simple vectors
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsonencode ([]), '[]'));
-%! assert (isequal (jsonencode ([1, 2, 3, 4]), '[1,2,3,4]'));
-%! % Matlab encodes flints with values above 1e6-1 in scientific notation.  Octave writes integers.
-%! assert (isequal (jsonencode ([1.23e6, 2]), '[1230000,2]'));
-%! assert (isequal (jsonencode ([true; false; true]), '[true,false,true]'));
-
-%% Test arrays
-%!testif HAVE_RAPIDJSON
-%! data = [1, NaN; 3, 4];
-%! exp  = '[[1,null],[3,4]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = cat (3, [NaN, 3; 5, Inf], [2, 4; -Inf, 8]);
-%! exp  = '[[[null,2],[3,4]],[[5,null],[null,8]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Customized encoding of Nan, Inf, -Inf
-%!testif HAVE_RAPIDJSON
-%! data = cat (3, [1, NaN; 5, 7], [2, Inf; 6, -Inf]);
-%! exp  = '[[[1,2],[NaN,Infinity]],[[5,6],[7,-Infinity]]]';
-%! obs  = jsonencode (data, 'ConvertInfAndNaN', false);
-%! assert (isequal (obs, exp));
-
-%% Try different dimensions for the array
-%!testif HAVE_RAPIDJSON
-%! data = cat (3, [1, 3; 5, 7], [2, 4; 6, 8], [-1, NaN; Inf, -Inf]);
-%! exp  = '[[[1,2,-1],[3,4,NaN]],[[5,6,Infinity],[7,8,-Infinity]]]';
-%! obs  = jsonencode (data, 'ConvertInfAndNaN', false);
-%! assert (isequal (obs, exp));
-
-%% Try different dimensions for the array with one of its dimensions equals one
-%!testif HAVE_RAPIDJSON
-%! data = cat (3, [1; 7; 11], [4; 8; 12]);
-%! exp  = '[[[1,4]],[[7,8]],[[11,12]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! array1 = cat (3, [5, 7], [2, 4]);
-%! array2 = cat (3, [-1, -3], [-2, -4]);
-%! data = cat (4, array1, array2);
-%! exp  = '[[[[5,-1],[2,-2]],[[7,-3],[4,-4]]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = cat (4, [1, 3; 5, 7], [-1, -3; -5, -7]);
-%! exp  = '[[[[1,-1]],[[3,-3]]],[[[5,-5]],[[7,-7]]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% High-dimension vector is reduced to just a vector
-%!testif HAVE_RAPIDJSON
-%! data = ones ([1, 1, 1, 1, 1, 6]);
-%! exp  = '[1,1,1,1,1,1]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = ones ([1, 2, 2, 2, 2]);
-%! exp  = '[[[[[1,1],[1,1]],[[1,1],[1,1]]],[[[1,1],[1,1]],[[1,1],[1,1]]]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = ones ([1, 2, 2, 1, 2]);
-%! exp  = '[[[[[1,1]],[[1,1]]],[[[1,1]],[[1,1]]]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = ones ([1, 2, 1, 2, 1, 2]);
-%! exp  = '[[[[[[1,1]],[[1,1]]]],[[[[1,1]],[[1,1]]]]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = ones ([1, 1, 2, 1, 2, 1, 2]);
-%! exp  = '[[[[[[[1,1]],[[1,1]]]],[[[[1,1]],[[1,1]]]]]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = ones ([1, 2, 2, 1, 1, 2]);
-%! exp  = '[[[[[[1,1]]],[[[1,1]]]],[[[[1,1]]],[[[1,1]]]]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = ones ([1, 2, 1, 3, 1, 1, 1, 2]);
-%! exp  = ['[[[[[[[[1,1]]]],[[[[1,1]]]],[[[[1,1]]]]]],[[[[[[1,1]]]],', ...
-%!         '[[[[1,1]]]],[[[[1,1]]]]]]]]'];
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = ones ([1, 1, 1, 1, 2, 1, 1, 1, 2]);
-%! exp  = '[[[[[[[[[1,1]]]],[[[[1,1]]]]]]]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = ones ([1, 3, 2, 1, 1, 2, 1, 2, 2]);
-%! exp  = ['[[[[[[[[[1,1],[1,1]]],[[[1,1],[1,1]]]]]],[[[[[[1,1],', ...
-%!         '[1,1]]],[[[1,1],[1,1]]]]]]],[[[[[[[1,1],[1,1]]],[[[1,', ...
-%!         '1],[1,1]]]]]],[[[[[[1,1],[1,1]]],[[[1,1],[1,1]]]]]]],', ...
-%!         '[[[[[[[1,1],[1,1]]],[[[1,1],[1,1]]]]]],[[[[[[1,1],[1,', ...
-%!         '1]]],[[[1,1],[1,1]]]]]]]]]'];
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = ones ([1, 1, 1, 1, 1, 1, 2, 1, 1, 2, 2, 3, 1, 1, 1, 1, 1, 1, 1, 2]);
-%! exp  =  ['[[[[[[[[[[[[[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]],', ...
-%!          '[[[[[[[[1,1]]]]]]]]],[[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]', ...
-%!          ']]],[[[[[[[[1,1]]]]]]]]]],[[[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]', ...
-%!          ']]]]]]],[[[[[[[[1,1]]]]]]]]],[[[[[[[[[1,1]]]]]]]],[[[[[[', ...
-%!          '[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]]]]]]],[[[[[[[[[[[[[1,1]', ...
-%!          ']]]]]]],[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]]],[[[[[[[[', ...
-%!          '[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]]]],[[[', ...
-%!          '[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]]],', ...
-%!          '[[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]]]]]]],[[[[[[[[1,1]]', ...
-%!          ']]]]]]]]]]]]]]]]]]'];
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Try higher dimensions for the array
-%!testif HAVE_RAPIDJSON
-%! var1 = cat (3, [1, 3; 5, 7; 9, 11; 13, 15], [2, 4; 6, 8; 10, 12; 14, 16]);
-%! var2 = cat (3, [-1, -3; -5, -7; -9, -11; -13, -15], ...
-%!                [-2, -4; -6, -8; -10, -12; -14, -16]);
-%! data = cat (4, var1, var2);
-%! exp  = ['[[[[1,-1],[2,-2]],[[3,-3],[4,-4]]],[[[5,-5],[6,-6]],[[7,-7],', ...
-%!         '[8,-8]]],[[[9,-9],[10,-10]],[[11,-11],[12,-12]]],', ...
-%!         '[[[13,-13],[14,-14]],[[15,-15],[16,-16]]]]'];
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Try logical array (tests above were all with numeric data)
-
-%% 2-D logical array
-%!testif HAVE_RAPIDJSON
-%! data = [true, false; true, false; true, false];
-%! exp  = '[[true,false],[true,false],[true,false]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% N-D logical array
-%!testif HAVE_RAPIDJSON <*59198>
-%! data = true (2,2,2);
-%! data(1,1,2) = false;
-%! exp  = '[[[true,false],[true,true]],[[true,true],[true,true]]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%%% Test 4: encode containers.Map
-
-%% KeyType must be char to encode objects of containers.Map
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsonencode (containers.Map ('1', [1, 2, 3])), ...
-%!                  '{"1":[1,2,3]}'));
-
-%!testif HAVE_RAPIDJSON
-%! data = containers.Map ({'foo'; 'bar'; 'baz'}, [1, 2, 3]);
-%! exp  = '{"bar":2,"baz":3,"foo":1}';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON
-%! data = containers.Map ({'foo'; 'bar'; 'baz'}, ...
-%!                        {{1, 'hello', NaN}, true, [2, 3, 4]});
-%! exp  = '{"bar":true,"baz":[2,3,4],"foo":[1,"hello",NaN]}';
-%! obs  = jsonencode (data, 'ConvertInfAndNaN', false);
-%! assert (isequal (obs, exp));
-
-%%% Test 5: encode scalar structs
-
-%% Check the encoding of Boolean, Number, and String values inside a struct
-%!testif HAVE_RAPIDJSON
-%! data = struct ('number', 3.14, 'string', 'foobar', 'boolean', false);
-%! exp  = '{"number":3.14,"string":"foobar","boolean":false}';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Check the encoding of NaN, NA, Inf, and -Inf values inside a struct
-%!testif HAVE_RAPIDJSON
-%! % Octave-only test because of NA value
-%! data = struct ('numericArray', [7, NaN, NA, Inf, -Inf]);
-%! exp  = '{"numericArray":[7,null,null,null,null]}';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Customized encoding of Nan, NA, Inf, -Inf
-%!testif HAVE_RAPIDJSON
-%! data = struct ('numericArray', [7, NaN, NA, Inf, -Inf]);
-%! exp  = '{"numericArray":[7,NaN,NaN,Infinity,-Infinity]}';
-%! obs  = jsonencode (data, 'ConvertInfAndNaN', false);
-%! assert (isequal (obs, exp));
-
-%% Check the encoding of structs inside a struct
-%!testif HAVE_RAPIDJSON
-%! data = struct ('object', struct ('field1', 1, 'field2', 2, 'field3', 3));
-%! exp  = '{"object":{"field1":1,"field2":2,"field3":3}}';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Check the encoding of empty structs and empty arrays inside a struct
-%!testif HAVE_RAPIDJSON
-%! data = struct ('a', Inf, 'b', [], 'c', struct ());
-%! exp  = '{"a":null,"b":[],"c":{}}';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% a big test
-%!testif HAVE_RAPIDJSON
-%! var1 = struct ('para', ['A meta-markup language, used to create ' ...
-%!                         'markup languages such as DocBook.'], ...
-%!                'GlossSeeAlso', {{'GML'; 'XML'}});
-%! var2 = struct ('ID', 'SGML', 'SortAs', 'SGML', ...
-%!                'GlossTerm', 'Standard Generalized Markup Language', ...
-%!                'Acronym', 'SGML', 'Abbrev', 'ISO 8879:1986', ...
-%!                'GlossDef', var1, 'GlossSee', 'markup');
-%! data  = struct ('glossary', ...
-%!                struct ('title', 'example glossary', ...
-%!                        'GlossDiv', struct ('title', 'S', ...
-%!                                            'GlossList', ...
-%!                                            struct ('GlossEntry', var2))));
-%! exp = ['{' , ...
-%!     '"glossary":{', ...
-%!         '"title":"example glossary",', ...
-%! 		'"GlossDiv":{', ...
-%!             '"title":"S",', ...
-%! 			'"GlossList":{', ...
-%!                 '"GlossEntry":{', ...
-%!                     '"ID":"SGML",', ...
-%! 					'"SortAs":"SGML",', ...
-%! 					'"GlossTerm":"Standard Generalized Markup Language",', ...
-%! 					'"Acronym":"SGML",', ...
-%! 					'"Abbrev":"ISO 8879:1986",', ...
-%! 					'"GlossDef":{', ...
-%!                         '"para":"A meta-markup language, ', ...
-%!                         'used to create markup languages such as DocBook.",', ...
-%! 						'"GlossSeeAlso":["GML","XML"]', ...
-%!                     '},', ...
-%! 					'"GlossSee":"markup"', ...
-%!                 '}', ...
-%!             '}', ...
-%!         '}', ...
-%!     '}', ...
-%! '}'];
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%%% Test 6: Encode struct arrays
-
-%!testif HAVE_RAPIDJSON
-%! data = struct ('structarray', struct ('a', {1; 3}, 'b', {2; 4}));
-%! exp  = '{"structarray":[{"a":1,"b":2},{"a":3,"b":4}]}';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON <*63622>
-%! data = struct ('z', {});
-%! exp  = '[]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-%
-%!testif HAVE_RAPIDJSON <*63622>
-%! data.a = struct ('z', {});
-%! data.b = 1;
-%! exp  = '{"a":[],"b":1}';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% another big Test
-%!testif HAVE_RAPIDJSON
-%! var1 = struct ('id', {0; 1; 2}, 'name', {'Collins'; 'Hays'; 'Griffin'});
-%! var2 = struct ('id', {0; 1; 2}, 'name', {'Osborn'; 'Mcdowell'; 'Jewel'});
-%! var3 = struct ('id', {0; 1; 2}, 'name', {'Socorro'; 'Darla'; 'Leanne'});
-%! data = struct (...
-%!   'x_id', {'5ee28980fc9ab3'; '5ee28980dd7250'; '5ee289802422ac'}, ...
-%!   'index', {0; 1; 2}, ...
-%!   'guid', {'b229d1de-f94a'; '39cee338-01fb'; '3db8d55a-663e'}, ...
-%!   'latitude', {-17.124067; 13.205994; -35.453456}, ...
-%!   'longitude', {-61.161831; -37.276231; 14.080287}, ...
-%!   'friends', {var1; var2; var3});
-%! exp  = ['[', ...
-%!   '{', ...
-%!     '"x_id":"5ee28980fc9ab3",', ...
-%!     '"index":0,', ...
-%!     '"guid":"b229d1de-f94a",', ...
-%!     '"latitude":-17.124067,', ...
-%!     '"longitude":-61.161831,', ...
-%!     '"friends":[', ...
-%!       '{', ...
-%!         '"id":0,', ...
-%!         '"name":"Collins"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id":1,', ...
-%!         '"name":"Hays"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id":2,', ...
-%!         '"name":"Griffin"', ...
-%!       '}', ...
-%!     ']', ...
-%!   '},', ...
-%!   '{', ...
-%!     '"x_id":"5ee28980dd7250",', ...
-%!     '"index":1,', ...
-%!     '"guid":"39cee338-01fb",', ...
-%!     '"latitude":13.205994,', ...
-%!     '"longitude":-37.276231,', ...
-%!     '"friends":[', ...
-%!       '{', ...
-%!         '"id":0,', ...
-%!         '"name":"Osborn"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id":1,', ...
-%!         '"name":"Mcdowell"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id":2,', ...
-%!         '"name":"Jewel"', ...
-%!       '}', ...
-%!     ']', ...
-%!   '},', ...
-%!   '{', ...
-%!     '"x_id":"5ee289802422ac",', ...
-%!     '"index":2,', ...
-%!     '"guid":"3db8d55a-663e",', ...
-%!     '"latitude":-35.453456,', ...
-%!     '"longitude":14.080287,', ...
-%!     '"friends":[', ...
-%!       '{', ...
-%!         '"id":0,', ...
-%!         '"name":"Socorro"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id":1,', ...
-%!         '"name":"Darla"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id":2,', ...
-%!         '"name":"Leanne"', ...
-%!       '}', ...
-%!     ']', ...
-%!   '}', ...
-%! ']'];
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%%% Test 7: encode cell arrays
-
-%!testif HAVE_RAPIDJSON
-%! assert (isequal (jsonencode ({}), '[]'));
-%! assert (isequal (jsonencode ({5}), '[5]'));
-%! assert (isequal (jsonencode ({'hello there'}), '["hello there"]'));
-
-%% Logical cell arrays
-%!testif HAVE_RAPIDJSON
-%! data = {'true', 'true'; 'false', 'true'};
-%! exp  = '["true","false","true","true"]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Cell array of character vectors
-%!testif HAVE_RAPIDJSON
-%! data = {'foo'; 'bar'; {'foo'; 'bar'}};
-%! exp  = '["foo","bar",["foo","bar"]]';
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% cell array of structs & a big test
-%!testif HAVE_RAPIDJSON
-%! var1 = struct ('x_id', '5ee28980fc9ab3', 'index', 0, ...
-%!                'guid', 'b229d1de-f94a', 'latitude', -17.124067, ...
-%!                'longitude', -61.161831, ...
-%!                'friends', struct ('id', {0; 1; 2}, ...
-%!                                   'name', {'Collins'; 'Hays'; 'Griffin'}));
-%! var2 = struct ('numericArray', {{'str'; 5; []}}, ...
-%!                'nonnumericArray', {[1; 2; NaN]});
-%! var3 = struct ('firstName', 'John', 'lastName', 'Smith', 'age', 25, ...
-%!                'address', ...
-%!                struct ('streetAddress', '21 2nd Street', ...
-%!                        'city', 'New York', 'state', 'NY'), ...
-%!                'phoneNumber', ...
-%!                struct ('type', 'home', 'number', '212 555-1234'));
-%! data = {var1; var2; var3};
-%! exp  = ['[', ...
-%!   '{', ...
-%!     '"x_id":"5ee28980fc9ab3",', ...
-%!     '"index":0,', ...
-%!     '"guid":"b229d1de-f94a",', ...
-%!     '"latitude":-17.124067,', ...
-%!     '"longitude":-61.161831,', ...
-%!     '"friends":[', ...
-%!       '{', ...
-%!         '"id":0,', ...
-%!         '"name":"Collins"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id":1,', ...
-%!         '"name":"Hays"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id":2,', ...
-%!         '"name":"Griffin"', ...
-%!       '}', ...
-%!     ']', ...
-%!   '},', ...
-%!   '{"numericArray":["str",5,[]],"nonnumericArray":[1,2,null]},', ...
-%!   '{', ...
-%!      '"firstName":"John",', ...
-%!      '"lastName":"Smith",', ...
-%!      '"age":25,', ...
-%!      '"address":', ...
-%!      '{', ...
-%!          '"streetAddress":"21 2nd Street",', ...
-%!          '"city":"New York",', ...
-%!          '"state":"NY"', ...
-%!      '},', ...
-%!      '"phoneNumber":', ...
-%!          '{', ...
-%!            '"type":"home",', ...
-%!            '"number":"212 555-1234"', ...
-%!          '}', ...
-%!  '}]'];
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% cell array of diferrent types & Customized encoding of Nan, Inf, -Inf
-%!testif HAVE_RAPIDJSON
-%! var =  struct ('x_id', '5ee28980dd7250', 'index', 1, ...
-%!                'guid', '39cee338-01fb', 'latitude', 13.205994, ...
-%!                'longitude', -37.276231, ...
-%!                'friends', struct ('id', {0; 1; 2}, ...
-%!                                   'name', {'Osborn'; 'Mcdowell'; 'Jewel'}));
-%! data = {NaN; true; Inf; 2531.023; 'hello there'; var};
-%! exp  = ['[NaN,true,Infinity,2531.023,"hello there",', ...
-%!   '{', ...
-%!     '"x_id":"5ee28980dd7250",', ...
-%!     '"index":1,', ...
-%!     '"guid":"39cee338-01fb",', ...
-%!     '"latitude":13.205994,', ...
-%!     '"longitude":-37.276231,', ...
-%!     '"friends":[', ...
-%!       '{', ...
-%!         '"id":0,', ...
-%!         '"name":"Osborn"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id":1,', ...
-%!         '"name":"Mcdowell"', ...
-%!       '},', ...
-%!       '{', ...
-%!         '"id":2,', ...
-%!         '"name":"Jewel"', ...
-%!       '}', ...
-%!     ']', ...
-%!   '}]'];
-%! obs  = jsonencode (data, 'ConvertInfAndNaN', false);
-%! assert (isequal (obs, exp));
-
-%% a big example
-%!testif HAVE_RAPIDJSON
-%! var1 = struct ('x_id', '5ee28980fc9ab3', 'index', 0, ...
-%!                'guid', 'b229d1de-f94a', 'latitude', -17.124067, ...
-%!                'longitude', -61.161831, ...
-%!                'friends', struct ('id', {0; 1; 2}, ...
-%!                                   'name', {'Collins'; 'Hays'; 'Griffin'}));
-%! var2 = struct ('numericArray', {{'str'; 5; -Inf}}, ...
-%!                'nonnumericArray', {[1; 2; NaN]});
-%! var3 = struct ('firstName', 'John', 'lastName', 'Smith', 'age', 25, ...
-%!                'address', ...
-%!                struct ('streetAddress', '21 2nd Street', ...
-%!                        'city', 'New York', 'state', 'NY'), ...
-%!                'phoneNumber', ...
-%!                struct ('type', 'home', 'number', '212 555-1234'));
-%! data = {{'str'; Inf; {}}; [1; 2; NaN]; {'foo'; 'bar'; {'foo'; 'bar'}};
-%!        cat(3, [1, 3; 5, 7], [2, 4; 6, 8]); {var1; var2 ;var3}};
-%! exp  = ['[["str",null,[]],[1,2,null],["foo","bar",["foo","bar"]],', ...
-%!   '[[[1,2],[3,4]],[[5,6],[7,8]]],' , ...
-%!   '[', ...
-%!     '{', ...
-%!       '"x_id":"5ee28980fc9ab3",', ...
-%!       '"index":0,', ...
-%!       '"guid":"b229d1de-f94a",', ...
-%!       '"latitude":-17.124067,', ...
-%!       '"longitude":-61.161831,', ...
-%!       '"friends":[', ...
-%!         '{', ...
-%!           '"id":0,', ...
-%!           '"name":"Collins"', ...
-%!         '},', ...
-%!         '{', ...
-%!           '"id":1,', ...
-%!           '"name":"Hays"', ...
-%!         '},', ...
-%!         '{', ...
-%!           '"id":2,', ...
-%!           '"name":"Griffin"', ...
-%!         '}', ...
-%!       ']', ...
-%!     '},', ...
-%!     '{"numericArray":["str",5,null],"nonnumericArray":[1,2,null]},', ...
-%!     '{', ...
-%!        '"firstName":"John",', ...
-%!        '"lastName":"Smith",', ...
-%!        '"age":25,', ...
-%!        '"address":', ...
-%!        '{', ...
-%!            '"streetAddress":"21 2nd Street",', ...
-%!            '"city":"New York",', ...
-%!            '"state":"NY"', ...
-%!        '},', ...
-%!        '"phoneNumber":', ...
-%!            '{', ...
-%!              '"type":"home",', ...
-%!              '"number":"212 555-1234"', ...
-%!            '}', ...
-%!    '}]]'];
-%! obs  = jsonencode (data);
-%! assert (isequal (obs, exp));
-
-%% Just basic tests to ensure option "PrettyPrint" is functional.
-%!testif HAVE_RAPIDJSON_PRETTYWRITER
-%! data = {'Hello'; 'World!'};
-%! exp  = do_string_escapes ([ '[\n', ...
-%!                             '  "Hello",\n', ...
-%!                             '  "World!"\n', ...
-%!                             ']' ]);
-%! obs  = jsonencode (data, 'PrettyPrint', true);
-%! assert (isequal (obs, exp));
-%!
-%! exp  = '["Hello","World!"]';
-%! obs  = jsonencode (data, 'PrettyPrint', false);
-%! assert (isequal (obs, exp));
-
-%!testif HAVE_RAPIDJSON_PRETTYWRITER
-%! data = [1, 2; 3, 4];
-%! exp  = do_string_escapes ([ ...
-%! '[\n'                       ...
-%! '  [\n'                   ...
-%! '    1,\n'              ...
-%! '    2\n'               ...
-%! '  ],\n'                  ...
-%! '  [\n'                   ...
-%! '    3,\n'              ...
-%! '    4\n'               ...
-%! '  ]\n'                   ...
-%! ']' ]);
-%! obs  = jsonencode (data, 'PrettyPrint', true);
-%! assert (isequal (obs, exp));
-%!
-%! exp  = '[[1,2],[3,4]]';
-%! obs  = jsonencode (data, 'PrettyPrint', false);
-%! assert (isequal (obs, exp));
--- a/test/json/module.mk	Mon Apr 15 16:39:17 2024 +0200
+++ b/test/json/module.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -1,5 +1,5 @@
 json_TEST_FILES = \
-  %reldir%/jsondecode_BIST.tst \
-  %reldir%/jsonencode_BIST.tst
+  %reldir%/jsondecode.tst \
+  %reldir%/jsonencode.tst
 
 TEST_FILES += $(json_TEST_FILES)
--- a/test/jupyter-notebook/jupyter-notebook.tst	Mon Apr 15 16:39:17 2024 +0200
+++ b/test/jupyter-notebook/jupyter-notebook.tst	Tue Apr 16 12:36:15 2024 -0400
@@ -39,7 +39,7 @@
 %!   endif
 %!   set (0, "defaultfigurevisible", "off");
 %!
-%!   n = jupyter_notebook (fullfile ("octave_kernel.ipynb"));
+%!   n = jupyter_notebook (fullfile ("octave-kernel.ipynb"));
 %!
 %!   ## Test embedding images
 %!   n.run (2);
@@ -73,7 +73,7 @@
 %!   endif
 %!   set (0, "defaultfigurevisible", "off");
 %!
-%!   n = jupyter_notebook (fullfile ("octave_kernel.ipynb"));
+%!   n = jupyter_notebook (fullfile ("octave-kernel.ipynb"));
 %!   n.run_all ();
 %!
 %!   ## Test embedding images
@@ -111,7 +111,7 @@
 %!   endif
 %!   set (0, "defaultfigurevisible", "off");
 %!
-%!   n = jupyter_notebook (fullfile ("plot_magic_and_errors.ipynb"));
+%!   n = jupyter_notebook (fullfile ("plot-magic-and-errors.ipynb"));
 %!
 %!   ## PNG format
 %!   n.run (1);
@@ -154,7 +154,7 @@
 %!   endif
 %!   set (0, "defaultfigurevisible", "off");
 %!
-%!   n = jupyter_notebook (fullfile ("plot_magic_and_errors.ipynb"));
+%!   n = jupyter_notebook (fullfile ("plot-magic-and-errors.ipynb"));
 %!
 %!   ## Wrong resolution
 %!   n.run (4);
--- a/test/jupyter-notebook/module.mk	Mon Apr 15 16:39:17 2024 +0200
+++ b/test/jupyter-notebook/module.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -1,6 +1,6 @@
 jupyter_TEST_FILES = \
   %reldir%/jupyter-notebook.tst \
-  %reldir%/octave_kernel.ipynb \
-  %reldir%/plot_magic_and_errors.ipynb
+  %reldir%/octave-kernel.ipynb \
+  %reldir%/plot-magic-and-errors.ipynb
 
 TEST_FILES += $(jupyter_TEST_FILES)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/jupyter-notebook/octave-kernel.ipynb	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,1050 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This Jupyter notebook is taken from <https://github.com/Calysto/octave_kernel>.\n",
+    "\n",
+    "##### Jupyter Octave Kernel\n",
+    "============\n",
+    "\n",
+    "Interact with Octave in Notebook. All commands are interpreted by Octave.  Since this is a [MetaKernel](https://github.com/Calysto/metakernel), a standard set of magics are available.  Help on commands is available using the `%help` magic or using `?` with a command."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "t = linspace(0,6*pi,100);\n",
+    "plot(sin(t))\n",
+    "grid on\n",
+    "hold on\n",
+    "plot(cos(t), 'r')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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\n",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%plot --format png \n",
+    "tx = ty = linspace (-8, 8, 41)';\n",
+    "[xx, yy] = meshgrid (tx, ty);\n",
+    "r = sqrt (xx .^ 2 + yy .^ 2) + eps;\n",
+    "tz = sin (r) ./ r;\n",
+    "mesh (tx, ty, tz);"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "a =\n",
+      "\n",
+      "   1   2   3\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "a = [1,2,3]\n",
+    "5+3;"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "ans =  8\n",
+      "a =\n",
+      "\n",
+      "   1   2   3\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "ans\n",
+    "a\n",
+    "b = a + 3;"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   4   5   6\n"
+     ]
+    }
+   ],
+   "source": [
+    "disp(b)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "The width or the height can be specified to constrain the image while maintaining the original aspect ratio."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg height=\"450px\" viewBox=\"0 0 560 420\" width=\"600px\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+       "\n",
+       "<title>Gnuplot</title>\n",
+       "<desc>Produced by GNUPLOT 5.2 patchlevel 2 </desc>\n",
+       "\n",
+       "<g id=\"gnuplot_canvas\">\n",
+       "\n",
+       "<rect fill=\"none\" height=\"420\" width=\"560\" x=\"0\" y=\"0\"/>\n",
+       "<defs>\n",
+       "\n",
+       "\t<circle id=\"gpDot\" r=\"0.5\" stroke-width=\"0.5\"/>\n",
+       "\t<path d=\"M-1,0 h2 M0,-1 v2\" id=\"gpPt0\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
+       "\t<path d=\"M-1,-1 L1,1 M1,-1 L-1,1\" id=\"gpPt1\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
+       "\t<path d=\"M-1,0 L1,0 M0,-1 L0,1 M-1,-1 L1,1 M-1,1 L1,-1\" id=\"gpPt2\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
+       "\t<rect height=\"2\" id=\"gpPt3\" stroke=\"currentColor\" stroke-width=\"0.222\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
+       "\t<rect fill=\"currentColor\" height=\"2\" id=\"gpPt4\" stroke=\"currentColor\" stroke-width=\"0.222\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
+       "\t<circle cx=\"0\" cy=\"0\" id=\"gpPt5\" r=\"1\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt6\" stroke=\"none\" xlink:href=\"#gpPt5\"/>\n",
+       "\t<path d=\"M0,-1.33 L-1.33,0.67 L1.33,0.67 z\" id=\"gpPt7\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt8\" stroke=\"none\" xlink:href=\"#gpPt7\"/>\n",
+       "\t<use id=\"gpPt9\" stroke=\"currentColor\" transform=\"rotate(180)\" xlink:href=\"#gpPt7\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt10\" stroke=\"none\" xlink:href=\"#gpPt9\"/>\n",
+       "\t<use id=\"gpPt11\" stroke=\"currentColor\" transform=\"rotate(45)\" xlink:href=\"#gpPt3\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt12\" stroke=\"none\" xlink:href=\"#gpPt11\"/>\n",
+       "\t<path d=\"M0,1.330 L1.265,0.411 L0.782,-1.067 L-0.782,-1.076 L-1.265,0.411 z\" id=\"gpPt13\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt14\" stroke=\"none\" xlink:href=\"#gpPt13\"/>\n",
+       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"textbox\" width=\"1\" x=\"0\" y=\"0\">\n",
+       "\t  <feFlood flood-color=\"white\" flood-opacity=\"1\" result=\"bgnd\"/>\n",
+       "\t  <feComposite in=\"SourceGraphic\" in2=\"bgnd\" operator=\"atop\"/>\n",
+       "\t</filter>\n",
+       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"greybox\" width=\"1\" x=\"0\" y=\"0\">\n",
+       "\t  <feFlood flood-color=\"lightgrey\" flood-opacity=\"1\" result=\"grey\"/>\n",
+       "\t  <feComposite in=\"SourceGraphic\" in2=\"grey\" operator=\"atop\"/>\n",
+       "\t</filter>\n",
+       "</defs>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<g shape-rendering=\"crispEdges\" stroke=\"none\">\n",
+       "\t\t<polygon fill=\"rgb(255, 255, 255)\" points=\"72.8,173.7 506.6,173.7 506.6,31.7 72.8,31.7 \"/>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,173.7 L506.7,173.7  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,173.7 L85.3,173.7 M506.7,173.7 L494.2,173.7  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,177.0)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-350</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,153.4 L506.7,153.4  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,153.4 L85.3,153.4 M506.7,153.4 L494.2,153.4  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,156.7)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-300</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,133.1 L506.7,133.1  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,133.1 L85.3,133.1 M506.7,133.1 L494.2,133.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,136.4)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-250</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,112.8 L506.7,112.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,112.8 L85.3,112.8 M506.7,112.8 L494.2,112.8  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,116.1)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-200</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,92.5 L506.7,92.5  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,92.5 L85.3,92.5 M506.7,92.5 L494.2,92.5  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,95.8)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-150</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,72.2 L506.7,72.2  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,72.2 L85.3,72.2 M506.7,72.2 L494.2,72.2  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,75.5)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-100</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,51.9 L506.7,51.9  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,51.9 L85.3,51.9 M506.7,51.9 L494.2,51.9  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,55.2)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-50</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,31.6 L506.7,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,31.6 L85.3,31.6 M506.7,31.6 L494.2,31.6  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,34.9)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,173.7 L72.8,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,173.7 L72.8,161.2 M72.8,31.6 L72.8,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(72.8,195.0)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M159.6,173.7 L159.6,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M159.6,173.7 L159.6,161.2 M159.6,31.6 L159.6,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(159.6,195.0)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0.2</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M246.4,173.7 L246.4,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M246.4,173.7 L246.4,161.2 M246.4,31.6 L246.4,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(246.4,195.0)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0.4</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M333.1,173.7 L333.1,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M333.1,173.7 L333.1,161.2 M333.1,31.6 L333.1,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(333.1,195.0)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0.6</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M419.9,173.7 L419.9,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M419.9,173.7 L419.9,161.2 M419.9,31.6 L419.9,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(419.9,195.0)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0.8</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M506.7,173.7 L506.7,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M506.7,173.7 L506.7,161.2 M506.7,31.6 L506.7,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(506.7,195.0)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">1</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"11.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(16.8,102.7) rotate(-90)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">Magnitude (dB)</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"11.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(289.7,222.3)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">Normalized Frequency (</tspan><tspan font-family=\"Symbol\">�</tspan><tspan font-family=\"Symbol\">p</tspan><tspan font-family=\"Arial\"> rad/sample)</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "\t<g id=\"gnuplot_plot_1a\"><title>gnuplot_plot_1a</title>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,31.6 L86.4,31.6 L99.9,31.6 L113.5,31.6 L127.0,31.6 L140.6,31.6 L154.2,31.6 L167.7,31.6   L181.3,31.7 L194.8,31.7 L208.4,31.7 L222.0,31.8 L235.5,31.9 L249.1,32.1 L262.6,32.3 L276.2,32.5   L289.8,32.8 L303.3,33.2 L316.9,33.7 L330.4,34.2 L344.0,34.8 L357.5,35.4 L371.1,36.2 L384.7,37.0   L398.2,37.9 L411.8,38.9 L425.3,40.0 L438.9,41.4 L452.5,43.0 L466.0,45.1 L479.6,47.9 L493.1,52.9   L506.7,154.0  \" stroke=\"rgb(  0, 114, 189)\"/></g>\n",
+       "\t</g>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"rgb(  0, 114, 189)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,173.7 L506.7,173.7 M72.8,31.6 L506.7,31.6 M72.8,173.7 L72.8,31.6 M506.7,173.7 L506.7,31.6    \" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<g shape-rendering=\"crispEdges\" stroke=\"none\">\n",
+       "\t\t<polygon fill=\"rgb(255, 255, 255)\" points=\"72.8,373.8 506.6,373.8 506.6,231.9 72.8,231.9 \"/>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,373.8 L506.7,373.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,373.8 L85.3,373.8 M506.7,373.8 L494.2,373.8  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,377.1)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-200</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,338.3 L506.7,338.3  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,338.3 L85.3,338.3 M506.7,338.3 L494.2,338.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,341.6)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-150</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,302.8 L506.7,302.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,302.8 L85.3,302.8 M506.7,302.8 L494.2,302.8  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,306.1)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-100</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,267.3 L506.7,267.3  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,267.3 L85.3,267.3 M506.7,267.3 L494.2,267.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,270.6)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">-50</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,231.8 L506.7,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,231.8 L85.3,231.8 M506.7,231.8 L494.2,231.8  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,235.1)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M72.8,373.8 L72.8,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M72.8,373.8 L72.8,361.3 M72.8,231.8 L72.8,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(72.8,395.1)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M159.6,373.8 L159.6,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M159.6,373.8 L159.6,361.3 M159.6,231.8 L159.6,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(159.6,395.1)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0.2</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M246.4,373.8 L246.4,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M246.4,373.8 L246.4,361.3 M246.4,231.8 L246.4,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(246.4,395.1)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0.4</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M333.1,373.8 L333.1,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M333.1,373.8 L333.1,361.3 M333.1,231.8 L333.1,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(333.1,395.1)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0.6</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M419.9,373.8 L419.9,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M419.9,373.8 L419.9,361.3 M419.9,231.8 L419.9,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(419.9,395.1)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">0.8</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path class=\"gridline\" d=\"M506.7,373.8 L506.7,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<path d=\"M506.7,373.8 L506.7,361.3 M506.7,231.8 L506.7,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(506.7,395.1)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">1</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"11.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(16.8,302.8) rotate(-90)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">Phase (degrees)</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"11.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(289.7,422.3)\">\n",
+       "\t\t<text><tspan font-family=\"Arial\">Normalized Frequency (</tspan><tspan font-family=\"Symbol\">�</tspan><tspan font-family=\"Symbol\">p</tspan><tspan font-family=\"Arial\"> rad/sample)</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "\t<g id=\"gnuplot_plot_1b\"><title>gnuplot_plot_1b</title>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,231.8 L86.4,234.6 L99.9,237.5 L113.5,240.4 L127.0,243.4 L140.6,246.5 L154.2,249.8 L167.7,253.2   L181.3,256.8 L194.8,260.7 L208.4,264.9 L222.0,269.4 L235.5,274.1 L249.1,279.2 L262.6,284.5 L276.2,290.1   L289.8,295.7 L303.3,301.3 L316.9,306.9 L330.4,312.2 L344.0,317.3 L357.5,322.0 L371.1,326.5 L384.7,330.7   L398.2,334.6 L411.8,338.2 L425.3,341.6 L438.9,344.9 L452.5,348.0 L466.0,351.0 L479.6,353.9 L493.1,356.8   L506.7,359.6  \" stroke=\"rgb(  0, 114, 189)\"/></g>\n",
+       "\t</g>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"rgb(  0, 114, 189)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,373.8 L506.7,373.8 M72.8,231.8 L506.7,231.8 M72.8,373.8 L72.8,231.8 M506.7,373.8 L506.7,231.8    \" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.SVG object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%plot -f svg -w 600\n",
+    "\n",
+    "% butterworth filter, order 2, cutoff pi/2 radians\n",
+    "b = [0.292893218813452  0.585786437626905  0.292893218813452];\n",
+    "a = [1  0  0.171572875253810];\n",
+    "freqz(b, a, 32);"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Multiple figures can be drawn.  Note that when using imshow the image will be created as a PNG with the raw\n",
+    "image dimensions unless the image has a title or labels."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAGQAAABkCAMAAABHPGVmAAAAwFBMVEUAAAAEBAQICAgMDAwQEBAU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\nMbo4qh4bpJunpzv+ZRFWHVio/38UADpMY6zUYQAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAGQAAABkCAMAAABHPGVmAAAAwFBMVEUAAAAEBAQICAgMDAwQEBAU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\nJv8AAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAMgAAABkCAMAAAD0WI85AAAAwFBMVEX/AAD/BAD/CAD/DAD/EAD/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\nnf+DYErCj4zoKk2a/j8NF8ZQWtGvJAAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "% small image\n",
+    "imshow(randn(100,100))\n",
+    "\n",
+    "% let's change the data range\n",
+    "figure\n",
+    "imshow(randn(100,100), [-10 10])\n",
+    "\n",
+    "% let's try automatic range and different size\n",
+    "figure\n",
+    "imshow(randn(100,200), [])\n",
+    "colormap('autumn')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZAAAAEsEAIAAAAyRa7WAACAAElEQVR42uzd5dOX5Rc36oOWRkJa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\nK4QQQgghwyJghRBCCCFk2P8CIYLjWY1OH1IAAAAASUVORK5CYII=\n",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "% Create an RGB image with no title or labels\n",
+    "close all hidden\n",
+    "image = zeros(300,400,3);\n",
+    "image(1:100,:,1) = 0.9;  % Red\n",
+    "image(101:200,:,2) = rand(100,400);  % Green\n",
+    "image(201:300,:,3) = 0.9;  % Blue\n",
+    "imshow(image)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg height=\"420px\" viewBox=\"0 0 560 420\" width=\"560px\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+       "\n",
+       "<title>Gnuplot</title>\n",
+       "<desc>Produced by GNUPLOT 5.1 patchlevel 0 </desc>\n",
+       "\n",
+       "<g id=\"gnuplot_canvas\">\n",
+       "\n",
+       "<rect fill=\"none\" height=\"420\" width=\"560\" x=\"0\" y=\"0\"/>\n",
+       "<defs>\n",
+       "\n",
+       "\t<circle id=\"gpDot\" r=\"0.5\" stroke-width=\"0.5\"/>\n",
+       "\t<path d=\"M-1,0 h2 M0,-1 v2\" id=\"gpPt0\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<path d=\"M-1,-1 L1,1 M1,-1 L-1,1\" id=\"gpPt1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<path d=\"M-1,0 L1,0 M0,-1 L0,1 M-1,-1 L1,1 M-1,1 L1,-1\" id=\"gpPt2\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<rect height=\"2\" id=\"gpPt3\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
+       "\t<rect fill=\"currentColor\" height=\"2\" id=\"gpPt4\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
+       "\t<circle cx=\"0\" cy=\"0\" id=\"gpPt5\" r=\"1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt6\" stroke=\"none\" xlink:href=\"#gpPt5\"/>\n",
+       "\t<path d=\"M0,-1.33 L-1.33,0.67 L1.33,0.67 z\" id=\"gpPt7\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt8\" stroke=\"none\" xlink:href=\"#gpPt7\"/>\n",
+       "\t<use id=\"gpPt9\" stroke=\"currentColor\" transform=\"rotate(180)\" xlink:href=\"#gpPt7\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt10\" stroke=\"none\" xlink:href=\"#gpPt9\"/>\n",
+       "\t<use id=\"gpPt11\" stroke=\"currentColor\" transform=\"rotate(45)\" xlink:href=\"#gpPt3\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt12\" stroke=\"none\" xlink:href=\"#gpPt11\"/>\n",
+       "\t<path d=\"M0,1.330 L1.265,0.411 L0.782,-1.067 L-0.782,-1.076 L-1.265,0.411 z\" id=\"gpPt13\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt14\" stroke=\"none\" xlink:href=\"#gpPt13\"/>\n",
+       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"textbox\" width=\"1\" x=\"0\" y=\"0\">\n",
+       "\t  <feFlood flood-color=\"white\" flood-opacity=\"1\" result=\"bgnd\"/>\n",
+       "\t  <feComposite in=\"SourceGraphic\" in2=\"bgnd\" operator=\"atop\"/>\n",
+       "\t</filter>\n",
+       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"greybox\" width=\"1\" x=\"0\" y=\"0\">\n",
+       "\t  <feFlood flood-color=\"lightgrey\" flood-opacity=\"1\" result=\"grey\"/>\n",
+       "\t  <feComposite in=\"SourceGraphic\" in2=\"grey\" operator=\"atop\"/>\n",
+       "\t</filter>\n",
+       "</defs>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "\t<g id=\"gnuplot_plot_1a\"><title>gnuplot_plot_1a</title>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "<image height=\"342.2\" preserveAspectRatio=\"none\" width=\"342.2\" x=\"118.6\" xlink:href=\"gp_image_01.png\" y=\"31.6\"/>\n",
+       "</g>\n",
+       "\t</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.SVG object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "% image that is too small to display raw (<100 pixels)\n",
+    "imshow(rand(50,50))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n"
+     ]
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg height=\"420px\" viewBox=\"0 0 560 420\" width=\"560px\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+       "\n",
+       "<title>Gnuplot</title>\n",
+       "<desc>Produced by GNUPLOT 5.1 patchlevel 0 </desc>\n",
+       "\n",
+       "<g id=\"gnuplot_canvas\">\n",
+       "\n",
+       "<rect fill=\"none\" height=\"420\" width=\"560\" x=\"0\" y=\"0\"/>\n",
+       "<defs>\n",
+       "\n",
+       "\t<circle id=\"gpDot\" r=\"0.5\" stroke-width=\"0.5\"/>\n",
+       "\t<path d=\"M-1,0 h2 M0,-1 v2\" id=\"gpPt0\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<path d=\"M-1,-1 L1,1 M1,-1 L-1,1\" id=\"gpPt1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<path d=\"M-1,0 L1,0 M0,-1 L0,1 M-1,-1 L1,1 M-1,1 L1,-1\" id=\"gpPt2\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<rect height=\"2\" id=\"gpPt3\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
+       "\t<rect fill=\"currentColor\" height=\"2\" id=\"gpPt4\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
+       "\t<circle cx=\"0\" cy=\"0\" id=\"gpPt5\" r=\"1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt6\" stroke=\"none\" xlink:href=\"#gpPt5\"/>\n",
+       "\t<path d=\"M0,-1.33 L-1.33,0.67 L1.33,0.67 z\" id=\"gpPt7\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt8\" stroke=\"none\" xlink:href=\"#gpPt7\"/>\n",
+       "\t<use id=\"gpPt9\" stroke=\"currentColor\" transform=\"rotate(180)\" xlink:href=\"#gpPt7\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt10\" stroke=\"none\" xlink:href=\"#gpPt9\"/>\n",
+       "\t<use id=\"gpPt11\" stroke=\"currentColor\" transform=\"rotate(45)\" xlink:href=\"#gpPt3\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt12\" stroke=\"none\" xlink:href=\"#gpPt11\"/>\n",
+       "\t<path d=\"M0,1.330 L1.265,0.411 L0.782,-1.067 L-0.782,-1.076 L-1.265,0.411 z\" id=\"gpPt13\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt14\" stroke=\"none\" xlink:href=\"#gpPt13\"/>\n",
+       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"textbox\" width=\"1\" x=\"0\" y=\"0\">\n",
+       "\t  <feFlood flood-color=\"white\" flood-opacity=\"1\" result=\"bgnd\"/>\n",
+       "\t  <feComposite in=\"SourceGraphic\" in2=\"bgnd\" operator=\"atop\"/>\n",
+       "\t</filter>\n",
+       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"greybox\" width=\"1\" x=\"0\" y=\"0\">\n",
+       "\t  <feFlood flood-color=\"lightgrey\" flood-opacity=\"1\" result=\"grey\"/>\n",
+       "\t  <feComposite in=\"SourceGraphic\" in2=\"grey\" operator=\"atop\"/>\n",
+       "\t</filter>\n",
+       "</defs>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(289.7,14.3)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">Hello</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "\t<g id=\"gnuplot_plot_1a\"><title>gnuplot_plot_1a</title>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "<image height=\"342.2\" preserveAspectRatio=\"none\" width=\"342.2\" x=\"118.6\" xlink:href=\"gp_image_01.png\" y=\"31.6\"/>\n",
+       "</g>\n",
+       "\t</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.SVG object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "image/svg+xml": [
+       "<svg height=\"420px\" viewBox=\"0 0 560 420\" width=\"560px\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
+       "\n",
+       "<title>Gnuplot</title>\n",
+       "<desc>Produced by GNUPLOT 5.1 patchlevel 0 </desc>\n",
+       "\n",
+       "<g id=\"gnuplot_canvas\">\n",
+       "\n",
+       "<rect fill=\"none\" height=\"420\" width=\"560\" x=\"0\" y=\"0\"/>\n",
+       "<defs>\n",
+       "\n",
+       "\t<circle id=\"gpDot\" r=\"0.5\" stroke-width=\"0.5\"/>\n",
+       "\t<path d=\"M-1,0 h2 M0,-1 v2\" id=\"gpPt0\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<path d=\"M-1,-1 L1,1 M1,-1 L-1,1\" id=\"gpPt1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<path d=\"M-1,0 L1,0 M0,-1 L0,1 M-1,-1 L1,1 M-1,1 L1,-1\" id=\"gpPt2\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<rect height=\"2\" id=\"gpPt3\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
+       "\t<rect fill=\"currentColor\" height=\"2\" id=\"gpPt4\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
+       "\t<circle cx=\"0\" cy=\"0\" id=\"gpPt5\" r=\"1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt6\" stroke=\"none\" xlink:href=\"#gpPt5\"/>\n",
+       "\t<path d=\"M0,-1.33 L-1.33,0.67 L1.33,0.67 z\" id=\"gpPt7\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt8\" stroke=\"none\" xlink:href=\"#gpPt7\"/>\n",
+       "\t<use id=\"gpPt9\" stroke=\"currentColor\" transform=\"rotate(180)\" xlink:href=\"#gpPt7\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt10\" stroke=\"none\" xlink:href=\"#gpPt9\"/>\n",
+       "\t<use id=\"gpPt11\" stroke=\"currentColor\" transform=\"rotate(45)\" xlink:href=\"#gpPt3\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt12\" stroke=\"none\" xlink:href=\"#gpPt11\"/>\n",
+       "\t<path d=\"M0,1.330 L1.265,0.411 L0.782,-1.067 L-0.782,-1.076 L-1.265,0.411 z\" id=\"gpPt13\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
+       "\t<use fill=\"currentColor\" id=\"gpPt14\" stroke=\"none\" xlink:href=\"#gpPt13\"/>\n",
+       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"textbox\" width=\"1\" x=\"0\" y=\"0\">\n",
+       "\t  <feFlood flood-color=\"white\" flood-opacity=\"1\" result=\"bgnd\"/>\n",
+       "\t  <feComposite in=\"SourceGraphic\" in2=\"bgnd\" operator=\"atop\"/>\n",
+       "\t</filter>\n",
+       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"greybox\" width=\"1\" x=\"0\" y=\"0\">\n",
+       "\t  <feFlood flood-color=\"lightgrey\" flood-opacity=\"1\" result=\"grey\"/>\n",
+       "\t  <feComposite in=\"SourceGraphic\" in2=\"grey\" operator=\"atop\"/>\n",
+       "\t</filter>\n",
+       "</defs>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "\t<g shape-rendering=\"crispEdges\" stroke=\"none\">\n",
+       "\t\t<polygon fill=\"rgb(255, 255, 255)\" points=\"72.8,373.8 252.4,373.8 252.4,31.7 72.8,31.7 \"/>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"rgb(255, 255, 255)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,373.8 L81.2,373.8 M252.5,373.8 L244.1,373.8  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(67.2,377.5)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">1</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,288.2 L81.2,288.2 M252.5,288.2 L244.1,288.2  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(67.2,291.9)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">1.5</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,202.7 L81.2,202.7 M252.5,202.7 L244.1,202.7  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(67.2,206.4)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">2</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,117.1 L81.2,117.1 M252.5,117.1 L244.1,117.1  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(67.2,120.8)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">2.5</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,31.6 L81.2,31.6 M252.5,31.6 L244.1,31.6  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(67.2,35.3)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">3</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,373.8 L72.8,365.4 M72.8,31.6 L72.8,40.0  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(72.8,389.5)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">1</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M117.7,373.8 L117.7,365.4 M117.7,31.6 L117.7,40.0  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(117.7,389.5)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">1.5</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M162.7,373.8 L162.7,365.4 M162.7,31.6 L162.7,40.0  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(162.7,389.5)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">2</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M207.6,373.8 L207.6,365.4 M207.6,31.6 L207.6,40.0  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(207.6,389.5)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">2.5</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M252.5,373.8 L252.5,365.4 M252.5,31.6 L252.5,40.0  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(252.5,389.5)\">\n",
+       "\t\t<text><tspan font-family=\"{}\">3</tspan></text>\n",
+       "\t</g>\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,31.6 L72.8,373.8 L252.5,373.8 L252.5,31.6 L72.8,31.6 Z  \" stroke=\"black\"/></g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "\t<g id=\"gnuplot_plot_1a\"><title>gnuplot_plot_1a</title>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "\t<path d=\"M72.8,373.8 L162.7,202.7 L252.5,31.6  \" stroke=\"rgb(  0,   0, 255)\"/></g>\n",
+       "\t</g>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"rgb(  0,   0, 255)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "\t<g id=\"gnuplot_plot_1b\"><title>gnuplot_plot_1b</title>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
+       "<image height=\"179.7\" preserveAspectRatio=\"none\" width=\"179.7\" x=\"327.0\" xlink:href=\"gp_image_01.png\" y=\"112.9\"/>\n",
+       "</g>\n",
+       "\t</g>\n",
+       "<g color=\"white\" fill=\"none\" stroke=\"rgb(148,   0, 211)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
+       "</g>\n",
+       "</g>\n",
+       "</svg>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.SVG object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "% let's add a title - this produces full figure\n",
+    "imshow(rand(100,100))\n",
+    "title('Hello')\n",
+    "\n",
+    "% let's create an image next to a plot\n",
+    "figure\n",
+    "subplot(121)\n",
+    "plot([1,2,3])\n",
+    "subplot(122)\n",
+    "imshow(randn(100,100))"
+   ]
+  }
+ ],
+ "metadata": {
+  "anaconda-cloud": {},
+  "kernelspec": {
+   "display_name": "Octave",
+   "language": "octave",
+   "name": "octave"
+  },
+  "language_info": {
+   "file_extension": ".m",
+   "help_links": [
+    {
+     "text": "GNU Octave",
+     "url": "https://www.gnu.org/software/octave/support.html"
+    },
+    {
+     "text": "Octave Kernel",
+     "url": "https://github.com/Calysto/octave_kernel"
+    },
+    {
+     "text": "MetaKernel Magics",
+     "url": "https://metakernel.readthedocs.io/en/latest/source/README.html"
+    }
+   ],
+   "mimetype": "text/x-octave",
+   "name": "octave",
+   "version": "6.3.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
--- a/test/jupyter-notebook/octave_kernel.ipynb	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,1050 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "This Jupyter notebook is taken from <https://github.com/Calysto/octave_kernel>.\n",
-    "\n",
-    "##### Jupyter Octave Kernel\n",
-    "============\n",
-    "\n",
-    "Interact with Octave in Notebook. All commands are interpreted by Octave.  Since this is a [MetaKernel](https://github.com/Calysto/metakernel), a standard set of magics are available.  Help on commands is available using the `%help` magic or using `?` with a command."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "t = linspace(0,6*pi,100);\n",
-    "plot(sin(t))\n",
-    "grid on\n",
-    "hold on\n",
-    "plot(cos(t), 'r')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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\n",
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "%plot --format png \n",
-    "tx = ty = linspace (-8, 8, 41)';\n",
-    "[xx, yy] = meshgrid (tx, ty);\n",
-    "r = sqrt (xx .^ 2 + yy .^ 2) + eps;\n",
-    "tz = sin (r) ./ r;\n",
-    "mesh (tx, ty, tz);"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "a =\n",
-      "\n",
-      "   1   2   3\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "a = [1,2,3]\n",
-    "5+3;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "ans =  8\n",
-      "a =\n",
-      "\n",
-      "   1   2   3\n",
-      "\n"
-     ]
-    }
-   ],
-   "source": [
-    "ans\n",
-    "a\n",
-    "b = a + 3;"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "   4   5   6\n"
-     ]
-    }
-   ],
-   "source": [
-    "disp(b)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "The width or the height can be specified to constrain the image while maintaining the original aspect ratio."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/svg+xml": [
-       "<svg height=\"450px\" viewBox=\"0 0 560 420\" width=\"600px\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
-       "\n",
-       "<title>Gnuplot</title>\n",
-       "<desc>Produced by GNUPLOT 5.2 patchlevel 2 </desc>\n",
-       "\n",
-       "<g id=\"gnuplot_canvas\">\n",
-       "\n",
-       "<rect fill=\"none\" height=\"420\" width=\"560\" x=\"0\" y=\"0\"/>\n",
-       "<defs>\n",
-       "\n",
-       "\t<circle id=\"gpDot\" r=\"0.5\" stroke-width=\"0.5\"/>\n",
-       "\t<path d=\"M-1,0 h2 M0,-1 v2\" id=\"gpPt0\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
-       "\t<path d=\"M-1,-1 L1,1 M1,-1 L-1,1\" id=\"gpPt1\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
-       "\t<path d=\"M-1,0 L1,0 M0,-1 L0,1 M-1,-1 L1,1 M-1,1 L1,-1\" id=\"gpPt2\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
-       "\t<rect height=\"2\" id=\"gpPt3\" stroke=\"currentColor\" stroke-width=\"0.222\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
-       "\t<rect fill=\"currentColor\" height=\"2\" id=\"gpPt4\" stroke=\"currentColor\" stroke-width=\"0.222\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
-       "\t<circle cx=\"0\" cy=\"0\" id=\"gpPt5\" r=\"1\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt6\" stroke=\"none\" xlink:href=\"#gpPt5\"/>\n",
-       "\t<path d=\"M0,-1.33 L-1.33,0.67 L1.33,0.67 z\" id=\"gpPt7\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt8\" stroke=\"none\" xlink:href=\"#gpPt7\"/>\n",
-       "\t<use id=\"gpPt9\" stroke=\"currentColor\" transform=\"rotate(180)\" xlink:href=\"#gpPt7\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt10\" stroke=\"none\" xlink:href=\"#gpPt9\"/>\n",
-       "\t<use id=\"gpPt11\" stroke=\"currentColor\" transform=\"rotate(45)\" xlink:href=\"#gpPt3\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt12\" stroke=\"none\" xlink:href=\"#gpPt11\"/>\n",
-       "\t<path d=\"M0,1.330 L1.265,0.411 L0.782,-1.067 L-0.782,-1.076 L-1.265,0.411 z\" id=\"gpPt13\" stroke=\"currentColor\" stroke-width=\"0.222\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt14\" stroke=\"none\" xlink:href=\"#gpPt13\"/>\n",
-       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"textbox\" width=\"1\" x=\"0\" y=\"0\">\n",
-       "\t  <feFlood flood-color=\"white\" flood-opacity=\"1\" result=\"bgnd\"/>\n",
-       "\t  <feComposite in=\"SourceGraphic\" in2=\"bgnd\" operator=\"atop\"/>\n",
-       "\t</filter>\n",
-       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"greybox\" width=\"1\" x=\"0\" y=\"0\">\n",
-       "\t  <feFlood flood-color=\"lightgrey\" flood-opacity=\"1\" result=\"grey\"/>\n",
-       "\t  <feComposite in=\"SourceGraphic\" in2=\"grey\" operator=\"atop\"/>\n",
-       "\t</filter>\n",
-       "</defs>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<g shape-rendering=\"crispEdges\" stroke=\"none\">\n",
-       "\t\t<polygon fill=\"rgb(255, 255, 255)\" points=\"72.8,173.7 506.6,173.7 506.6,31.7 72.8,31.7 \"/>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,173.7 L506.7,173.7  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,173.7 L85.3,173.7 M506.7,173.7 L494.2,173.7  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,177.0)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-350</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,153.4 L506.7,153.4  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,153.4 L85.3,153.4 M506.7,153.4 L494.2,153.4  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,156.7)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-300</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,133.1 L506.7,133.1  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,133.1 L85.3,133.1 M506.7,133.1 L494.2,133.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,136.4)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-250</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,112.8 L506.7,112.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,112.8 L85.3,112.8 M506.7,112.8 L494.2,112.8  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,116.1)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-200</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,92.5 L506.7,92.5  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,92.5 L85.3,92.5 M506.7,92.5 L494.2,92.5  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,95.8)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-150</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,72.2 L506.7,72.2  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,72.2 L85.3,72.2 M506.7,72.2 L494.2,72.2  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,75.5)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-100</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,51.9 L506.7,51.9  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,51.9 L85.3,51.9 M506.7,51.9 L494.2,51.9  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,55.2)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-50</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,31.6 L506.7,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,31.6 L85.3,31.6 M506.7,31.6 L494.2,31.6  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,34.9)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,173.7 L72.8,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,173.7 L72.8,161.2 M72.8,31.6 L72.8,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(72.8,195.0)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M159.6,173.7 L159.6,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M159.6,173.7 L159.6,161.2 M159.6,31.6 L159.6,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(159.6,195.0)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0.2</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M246.4,173.7 L246.4,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M246.4,173.7 L246.4,161.2 M246.4,31.6 L246.4,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(246.4,195.0)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0.4</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M333.1,173.7 L333.1,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M333.1,173.7 L333.1,161.2 M333.1,31.6 L333.1,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(333.1,195.0)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0.6</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M419.9,173.7 L419.9,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M419.9,173.7 L419.9,161.2 M419.9,31.6 L419.9,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(419.9,195.0)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0.8</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M506.7,173.7 L506.7,31.6  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M506.7,173.7 L506.7,161.2 M506.7,31.6 L506.7,44.1  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(506.7,195.0)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">1</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"11.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(16.8,102.7) rotate(-90)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">Magnitude (dB)</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"11.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(289.7,222.3)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">Normalized Frequency (</tspan><tspan font-family=\"Symbol\">�</tspan><tspan font-family=\"Symbol\">p</tspan><tspan font-family=\"Arial\"> rad/sample)</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "\t<g id=\"gnuplot_plot_1a\"><title>gnuplot_plot_1a</title>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,31.6 L86.4,31.6 L99.9,31.6 L113.5,31.6 L127.0,31.6 L140.6,31.6 L154.2,31.6 L167.7,31.6   L181.3,31.7 L194.8,31.7 L208.4,31.7 L222.0,31.8 L235.5,31.9 L249.1,32.1 L262.6,32.3 L276.2,32.5   L289.8,32.8 L303.3,33.2 L316.9,33.7 L330.4,34.2 L344.0,34.8 L357.5,35.4 L371.1,36.2 L384.7,37.0   L398.2,37.9 L411.8,38.9 L425.3,40.0 L438.9,41.4 L452.5,43.0 L466.0,45.1 L479.6,47.9 L493.1,52.9   L506.7,154.0  \" stroke=\"rgb(  0, 114, 189)\"/></g>\n",
-       "\t</g>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"rgb(  0, 114, 189)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,173.7 L506.7,173.7 M72.8,31.6 L506.7,31.6 M72.8,173.7 L72.8,31.6 M506.7,173.7 L506.7,31.6    \" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<g shape-rendering=\"crispEdges\" stroke=\"none\">\n",
-       "\t\t<polygon fill=\"rgb(255, 255, 255)\" points=\"72.8,373.8 506.6,373.8 506.6,231.9 72.8,231.9 \"/>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,373.8 L506.7,373.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,373.8 L85.3,373.8 M506.7,373.8 L494.2,373.8  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,377.1)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-200</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,338.3 L506.7,338.3  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,338.3 L85.3,338.3 M506.7,338.3 L494.2,338.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,341.6)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-150</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,302.8 L506.7,302.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,302.8 L85.3,302.8 M506.7,302.8 L494.2,302.8  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,306.1)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-100</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,267.3 L506.7,267.3  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,267.3 L85.3,267.3 M506.7,267.3 L494.2,267.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,270.6)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">-50</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,231.8 L506.7,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,231.8 L85.3,231.8 M506.7,231.8 L494.2,231.8  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(64.5,235.1)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M72.8,373.8 L72.8,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M72.8,373.8 L72.8,361.3 M72.8,231.8 L72.8,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(72.8,395.1)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M159.6,373.8 L159.6,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M159.6,373.8 L159.6,361.3 M159.6,231.8 L159.6,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(159.6,395.1)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0.2</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M246.4,373.8 L246.4,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M246.4,373.8 L246.4,361.3 M246.4,231.8 L246.4,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(246.4,395.1)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0.4</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M333.1,373.8 L333.1,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M333.1,373.8 L333.1,361.3 M333.1,231.8 L333.1,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(333.1,395.1)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0.6</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M419.9,373.8 L419.9,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M419.9,373.8 L419.9,361.3 M419.9,231.8 L419.9,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(419.9,395.1)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">0.8</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(  0,   0,   0)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path class=\"gridline\" d=\"M506.7,373.8 L506.7,231.8  \" opacity=\"0.15\" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<path d=\"M506.7,373.8 L506.7,361.3 M506.7,231.8 L506.7,244.3  \" stroke=\"rgb(  0,   0,   0)\"/>\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(506.7,395.1)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">1</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"11.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(16.8,302.8) rotate(-90)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">Phase (degrees)</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<g fill=\"rgb(38,38,38)\" font-family=\"Arial\" font-size=\"11.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(289.7,422.3)\">\n",
-       "\t\t<text><tspan font-family=\"Arial\">Normalized Frequency (</tspan><tspan font-family=\"Symbol\">�</tspan><tspan font-family=\"Symbol\">p</tspan><tspan font-family=\"Arial\"> rad/sample)</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "\t<g id=\"gnuplot_plot_1b\"><title>gnuplot_plot_1b</title>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,231.8 L86.4,234.6 L99.9,237.5 L113.5,240.4 L127.0,243.4 L140.6,246.5 L154.2,249.8 L167.7,253.2   L181.3,256.8 L194.8,260.7 L208.4,264.9 L222.0,269.4 L235.5,274.1 L249.1,279.2 L262.6,284.5 L276.2,290.1   L289.8,295.7 L303.3,301.3 L316.9,306.9 L330.4,312.2 L344.0,317.3 L357.5,322.0 L371.1,326.5 L384.7,330.7   L398.2,334.6 L411.8,338.2 L425.3,341.6 L438.9,344.9 L452.5,348.0 L466.0,351.0 L479.6,353.9 L493.1,356.8   L506.7,359.6  \" stroke=\"rgb(  0, 114, 189)\"/></g>\n",
-       "\t</g>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"rgb(  0, 114, 189)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,373.8 L506.7,373.8 M72.8,231.8 L506.7,231.8 M72.8,373.8 L72.8,231.8 M506.7,373.8 L506.7,231.8    \" stroke=\"rgb( 38,  38,  38)\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb( 38,  38,  38)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "</g>\n",
-       "</svg>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.SVG object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "%plot -f svg -w 600\n",
-    "\n",
-    "% butterworth filter, order 2, cutoff pi/2 radians\n",
-    "b = [0.292893218813452  0.585786437626905  0.292893218813452];\n",
-    "a = [1  0  0.171572875253810];\n",
-    "freqz(b, a, 32);"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "Multiple figures can be drawn.  Note that when using imshow the image will be created as a PNG with the raw\n",
-    "image dimensions unless the image has a title or labels."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAGQAAABkCAMAAABHPGVmAAAAwFBMVEUAAAAEBAQICAgMDAwQEBAU\nFBQYGBgcHBwgICAkJCQoKCgsLCwwMDA0NDQ4ODg8PDxAQEBERERISEhMTExQUFBVVVVZWVldXV1h\nYWFlZWVpaWltbW1xcXF1dXV5eXl9fX2BgYGFhYWJiYmNjY2RkZGVlZWZmZmdnZ2hoaGlpaWqqqqu\nrq6ysrK2tra6urq+vr7CwsLGxsbKysrOzs7S0tLW1tba2tre3t7i4uLm5ubq6uru7u7y8vL29vb6\n+vr///+oYj7dAAAaTUlEQVRo3hWa6XLcyrWs8eOEHd7WlshuTDXPcxXQEyl7X/uc93+rmx2hCFFU\nE41aQ+aXaE56JbbU2+ZuNelsHTUmavv6SJ//1Xcnk/ZJMBdM8IekZpStGtu8cjJbJb08tiJ9ItHY\nOR/F5Js2oe9SUyaps+rC9RrMpJyNxvM9P9xejbg4lbNLSudQWX8Fa9Z8v5VmB80hJFOkPIQgvJed\nxEC3rM0cWu46aic5P57JJic+r9lxLdLatuxcmP7bzrIfwW0+pbBFcRuCbSYrfG1yCR9OD5GdEanJ\nQNPM9xCsrHGlXi+M66vG6YZPTUg2wlXqY1vczgsxco92F9Zre526rru7MFy2WyeuXhppqCpRG6vb\ntkd55iK85lGaQL3tvKsqzZB6WdMsDC2Po9c6h6rbV73F2oZ0xC0u6A/rfDJKsDilVnjMrQptvMg+\ndCvszfXs1hS4QmVWy1JwPv5VeXRE42s5aDQPa3SUqRvDD94ZHRG1MfGnEPvchRby8N4Ydm6RiUkl\nmodK7k54uovVBymaZa7yRbGQKccUGOek8/5Ro5fFonrfdZtXKbWL0akgxMBNbkVzFQsnWuf0E3UZ\nV5eF56IkOTE77vegSrH7wlnaWGzeRVOoo3Q8XFWKoq/UBKGi35h0X4y+lHV879mS0tCM/UalECjh\nbHw0m49835Pkh4qr1MSYOs0ptk3oA+MrK9lSTroF0eruBUsLdymEsGTLb3j3M+i9W8/0Q7Byj7dk\nDiOMbPrucYocm80lZRPSCFqX6BzbknJBTFa0ZoOd79Koyom4J0m9qn09ztiHIs7vjEhznCokr926\npVBRZi9v/zDEnCa4ULQ+5D3q4yiOXNeAc+5NaT7vxhKms5vwhuyTVjmK+BzG9J/14Bj+vDPVlKWu\nc16jut1U7j36KnDDVya59lQqyRjHxpWnU5wQwYI0a2lLDJi68/j6ZwzF+hHC5LbVlxCTN0FLbnaj\n9eKcwNLwXXlmjpiPu1U2fqXqiamV2UfP3thkhd43/OC8hb34/tJDSR7MWdzJfR8xaX15JOjCMVnd\nCalCpWR1FJ2Lc1CfCRsCfy2W+d2zZrIRXNvDavNYEwuoIppgBYW6YMCuOkJ8IqfuNzZAKxOWEr/i\noS1PFSWZLHuSYh8lFm0ETVLb1LS5CRuxydjUJGRQ6ri6zaownL7m1XkZy/4lAy+V82zNnogJgZnd\n2rCsblc0a1y9xqp7jLubnGDQDGPdsuXU9pZP05SypifjIG73pj/9Uih+gDW1yJeJljiVSGBKzqdt\nDYuy0xULW60neV3dZePHCCLFEuhfgY/fejLFuR1rZbyi3P4MpkTJrxYDfHBpxM+b9+tZ8hJ8i8PN\nvx6xGG2x6PVXXu2z68Fv6e8d/TpNipCiW/Q487V2lQnWd1kjmVTgWqNnJVOhSS3DmmIp/0rofSIC\nwr/hmNdhecbFE7/VounOOVbEpu5crurBi5Upkp5Zb7apL+92JvScZGmSiHJOTTUDn5Ci0B5VTtig\nbGkpV1c2uctzv0jty8Vw3rzndr9r49peBOk12rUYCq0LGPkxG7vuOoaPnOKKcfY2C0UOW6DCudwT\nkz4Lo4LVPnpvK7tSbFHsm+TpdouRLlWkEb8O1rJRuifFiOBp+CaLH58YY4d3O9SzM265tTVwz6He\nb9shnvjJv2AfEosRo8e74Fj0zM0o4rM0ZC9Z//I2zOGuy1wPvzXOo/BPCGF6igpJTtEYAeuwP/ym\nIyNvE2QJc6i6iK4IOtzkYSzGSFtoCuw9EWLhArLoDhvYqrhPPminnSFXtp1YCi+TgoHxn2Hd4mFZ\nCPJmNEvO6OzP5XJZmerdQw6sqi7x1Y5JQjAExLS2nIQ/qWpUQY1PHf6ol9kzbMyHpuhm8vI7S5Xi\nVUaBVfHJpdUo9L66r+pyS6t/ebKF4pUeOQ04rk3K6sNMCQaE1zfJO2ZbXjWO7DrK68WmflH7rs5B\n8uvhDPMdfval3FbE0egW0qMvnsgqAkyV2kB3Bfe5OVWv5GaFH601j9dO1vqPwbqRQmrZQzxh/zcI\nrvPL7ismEVcR8oxSwiRPjSkkbhfK7ZZ6tnfJmZecio0LXaH68mE2G/tfl4Tz4Kc3lTc6uSH5iAX3\nsxgOyR7CZxCM2VEFRjH3GAQS8zO5tVCzSUhLFN/kZWzYM8VUOb8pKB+UG1Kaa1EncUFRUFR1zef+\n/ShTPbF8+qu8bjKZKL0PiSix26ia9lVZ3BAUXeQt6TFTW2OD+JJ0PD38tvL9IcYDQMP1cMlvxYcc\nDOO50ngj67ifdLCPqZR9cUQZlH4N1cn9nr3UugoYjheEdfU3t85fIY8bn22Bs0kM16JkDUMPE06r\n/mfncA5OMfPG04oKGDtcGAPuKg+596nVYa0uno3iAoZVmHOEV3ezU1BIFx02K+viRuvxjPxkRrWY\nEpqdnf7vYLJ/68RiiakR630+nNehKr/G5tKS8gI/mA4IrmxfyrdDKk19sS97/dN0m0fYR7rbOW0U\nbKEVG5fj+BVFCdwtymfN7+4jyDwoObqW971ojIvQmcNOO7n6bzjkvpl7nCDZszW4610VGwhjo7kW\nYmj/cCWGVEw09wInvwgrZGMKV7JFMVvSuV4jva99QDj/qXYLLRk7fcDAgrroVxqwReluEMJJFyXA\nCs5mqvwexz1EH0OGxr7OG7Y9HX4kF9zoK+pgbZZei7D+iVEycelbxrWNrZUMJ84g3NA3ptQVanpT\nXpN0M/zH9GsWl3VZH3Aqr9Fx20IoOVZ62G3r3jcdzsQ3maoi4HCrn01FkJWuWOdme5OMj0TP3RdY\nXg2hSewRCc4kPt+d5S7WaZGU1puV+fZ0kPmQvtVOf1VdimFREW5gpO4/OVE0twqhA5QtmKeVpnYh\nugSpEiPcTuurs3z5a+2B8STDIoMWjJykbmxipzD8KcAI0IH90kzEbvAZ42796V8lqD/pnHLwPLhu\nmGQX4GXkktyQDXaMIPV/dEENyUf3dvOtJH90xU7P9c2sTTFhp7RKPrM79NpWSXkLwGqZuaXXlUqr\nFEtHl+cMptd5ASjJqqHm3rUhRFR3nge2AvaJ1SrKc6/NUg9R9PXtluAH3M5l4vDl5AGjlQBmCrpJ\nHjwHQn3NNl6tzgwYbOQXiqmLkTRw43v6ulOWJbSxoOicKwSU1OjjezegvRwlelKQycYQqdLpVKzY\n3GTlyrxwISjV+kOIDGd6W/gRS+Hb2hu8Ior8GEq7cEtfP3HK25LY6uPPEiwbxsvZRgDJRyUOek3C\nlRrJzz6rOGHyn6sMFTEF+CbhanZ9CtAvzzvgPyJy/bD+il3gHJkkzqKt+6HJniK25diuzNyzBQ8Z\n96uhNcNLGJ6ZfZUIiZ42oMjk5t/CbW8UNxf/2VECd2cyI4U5WqHU+/L65eGqu1+fSR81tdOcqQTS\nd3Bu2gA0CklwOUmzeo4acYzFXadf+meUGyop8jLx8wnF+SqyMwRBIzxAWPGq1zM+V+8TfyH+gQEC\nbhc6E0eOFMLhqfh1j5kZ076zopFkBlpV0gZ/b4AFG0CpVBRPsDsTFh4+bspfHRIrazrqQaq/oTkF\nhOHLt4L/EKMQBN1x18cSwulr+ZZtD+aRe86scYK4KqGb1lSjg1taJ2irDume06zdJNQfmzt6V1xC\nH+a2BrTBIKkk61bmdh+WLf0fbbe8n3QXou08K37k8Bt5VAyM6LGRZSW5jptNWlDJ9I1GiZLAipbm\nYVxTEdA8FzyD6mT0eaiBqqGWYHwcQfnQ3AXnUEotBzXdgeSr3/YLfHuvqF0CE1zBKjwAdw4HcrD6\njOF278cxyzqO4qccur7LxJL/DaiJyfF+Wmd+XeBug+vdpJKQh7VK+FMQNb8J+Or45yVCWRTYLQKp\ncEJMn347z7EAMa85b+sTcd/ABJC0qPQSjKJg1iAhLXAqbSPHyHRV2HgPVlCnpiHSkJXWDmA9G84I\noBUpDymaXXQAsUYRNNNpLBBSzNxz8KQvczFn9NPNZ/pbmiT9/ufYRRGoxSd0kPixsm/RotsvFWLL\nfTbryKeXm59ZcE0ThAjzKs4oTsnpV1upsD7t+y7Duxh2kJszGJs0ef6JQYNf2nQ6pUTb2IiYWr9b\nJgC828cG4wcopzCg97OGF6oPzvA9qbfo22KVOX3mc4sg6F30AvWrHWlMQuIkQ7UnUXbQdidYg08u\n4t0COrwyJtxaxu2EaAIp/sKTI00LReEM5dslh/UFaqR5yxeHA3CysUMJ93DD2AzsZJV5ZzGngPiJ\nilOhhQGYIVfPI1IqBQ1owBsO5jLRUgn27oX57NKfI/uYh747zSjzxEHDuOBkTZw5j4Wy5XU1fksX\nSIiLu1V75FO4gB1CnxsBY962S+jNFYi9LsSOWtdS2VDPZCPCy9nFwxcGGw8gy9UbGaAJlTC+ZN3X\nmcvzS2XKoSyuzdeXE07P55yQfhPeK2a0QsN5ED0OBGVKdTyLZjARgLs+vc5loBBabWBersHXwarv\nul2xGNa6mxLSPIsHrDQpH81xsUAD+tW0Ydq0H4IVKiJhz2C/giEy/r5zM2MvzFYsZnVrSeREtKvc\npKTvSBR9diVDS+rZI9UiG451Jne4KvI30RyhaD3laCt8EHc1MUn9DZIM/5WfJe9VbJkS2wSLJHmm\nPo0PUEfEwerCo1ZTYfUId7bszM/p5Kx5y1LyRZVV5Xw7vNYLvUv3DGW70m11cnKSu/Ln9+xDRbLQ\nVnnQYNtWbw2DathOkPZteMEdvBqYf/ufTw+2bldRxp0fx78RaxIU7AqLXd6mKYRL5tZ6+IeS8Meg\nP6aEXdcZdukXevCvzTxJU+Wb6eU6435FsYze/QUcEYv/GaBpwWSB3mo3yxLCSPIGQNL677b9wkQZ\nctr7+X5OgNFKhRI/l+lugLUq5pMBkozHGiFa/SYR14iGxPVJPZYq0QXWQIbUSLB6hACm/JsfJa5K\ne94e4fITyj74Htyuz5Nfk46k8HrLfuNsunoDFMMyfMhwv7cN2eTl4kXUiKWGfKyADJGLTSvTwmx+\nVMZDiAim7v3oFqvvenB5+Rt81D2IZx0dTHLHSVyRNfc/XJigesWvoPQkZcd2GIs+fMrvfhcSeMVi\nlvfrEfsV19Y+rSIMgRC90605jXARFBhWhaFgM4lp1AT1OAQo1AU5zhRKlBOLnonEHrciuUVa0k49\n4CQAKNcdviEPhzhF/vXNxNMhaiHyxCj3bREeqTT3siFbAsavWA1348Rx8HO5UH2P6TTpXVmJEMQA\nR+7Mq9v44eftWHj5UjdMnrMpwbytgT+LLbEbstfNRJa42Dkc7Vrtp2d1SyuozsDHZ670bJDAWphL\nWANDu8sayJTu4DCZg6SFXod41F/Dj1ET7BiNPn2Aleug+AOy7BP56c1ZEBVFLT/Wl7NuT0gViBp6\nH9fLmvsT+UNL5C7/o3DBBEXgnZqRCQ4brxV8DNVShyPMnCxyazYXSorLo6oS7j78hA1qS4NF6Gr6\na61MVbF7lerDWShfeGVlF8w9dUhEmKtoLq60XKdisl/qpuKbXzAXF+wZh6qPAz7lUZTNWnUCPtcU\nnX12mTxS9Swc6O3M4vc1BzbLJlAQiTav0PgLc8fQKiM5B+QlZibM6Wmu4xa6kjEE9ekJv8SYs71b\ni0Scf3VmQfRfZrYgZkp7AEobRM5cBRFHbLUEyQ+Eql96RJiV0rGwhd1NCN1o9x8zphCS7upUz+7u\nB99MDpeVMvH/LAv7w0Zc80+Vdj/42iOjEPyE3NKPGHVzIsKnDUKYG1nddPVkAKhEAs3XHaA13rkf\noDYFp+1TOqwAQtbuL7HRm7GfQu4HLLfYilpxfZ+VhwoG/O+XCpmL9yNgA7RE0Ap+RYaPqsTTPLFu\nSLcp2Qy4L4CRJNJ1ajHv/cNDJojuqRTEnd19lfCU9zowTptVC5WoT9wHt2sQdGEID/b69DK/DLbX\nhcOBg4Iy7zgWQhYh4YhO3804WdGVTEj40PXgqk9FwcjNdvHK4m67wia/P+iA0V9CpbPe3JVHrVGd\n6JGYpHULEe+HNUhYzjjkvSGgLVmxenoV9ixuan84+MlYcq0cQmXCAoxSfmiIle72j5qhjBnMQbBc\nB8PoJK4NDTRUZ+A4CgkWA3d9ewl0ipaNJSYYRzoiPkd/uZV+beqKcikXoarZK/8TKX1jZIzgw6WU\nO33s1fghzl2BQ4BP9v0hBms5pTXBxJAXQ+k4HwCHpdNytT55feZ4ZjlMtQxRzBuT1THdsjysPxwA\n9Z1J2mBXQA8i/PtRAbnpZpSmHYiZuvn6VReHGA6cdqWrPS8fsxXAHLlfCixJMkzBPxg1GMNzv5qj\nqrtB5pp0EcgmjvIlIi97U/L7QagnVAqD5MACRZLpsAe1e9s3HvzvxsQYzY6WfFiZj0fMQBuaDLKe\nTI1nWsy4XQpvcc1JuzjhpiI/Vze7itXGPhJ9XbCMHZopkLX9qrnLlcj7jnwF3ke/EHf51pa4J7HG\nxm+Kvj+eAwrmhjC2AjxclhQr9wFovlk9VXcSFf0eMv38TJt0PPd61LhZYdNjft9cHe8SqWK7tWw/\nHNpcY+Lpgy7QjrvaUx+0//tnUdQL860QQUgZxO1xEfffJ1kmpKPkTdaMSHmROK6BA2qwTyH4l0ez\nTyXUJ2N7FFtZqq2JEADvA2HKA8Aw5SgaperWkPiv/XDwhXQiIQUSXHQHFmzSkv9J5emx63zf/0Ig\n4kFsGPZ1N6T5cU2ZtBQ+8xJBMjd/vf6+OZnUc6CVtHMYXCV2swsIRvPTiI+ukVh5lQNoHWwGdkx6\nmIgRtjvarM1wAl6gMC9hW62lMdGXTJL9AlPLYMAxJS3jZaBFCoeQa71Fc1efed/8Mqt38k0U8NRl\nRPgGlMPmSpz6PXAfwX9274Z/pPfzOqRobjtEvjDU70RqyH4AriFQuJ9neIsqjAyMJOTfvfhXpNLR\ni3PGZxgLI4dnRemCAqvKjL9PaEhEBsoeEA9slEF4IKuXiILgIxe+FWtRAh1Yieb92HqrMw4qeUxS\nvWHJH7MIAl8neU9/Mu9rgN4h27QLucOtMClIWr4RWflyhh+CJbFL+VlFr1kDFFpLyXQqeiy3RSeN\n78p1F5oqgpn/dyQY6DPO89pOnW/0vB0WnJw6eJ9K7dBzxZvS04IqMfMaVsIHvb7mj74DmzQXrf8i\nMb1EkHaTS/peFb0EoOgjc5nHdV8tls2YNRl+fq8WySzKotc+eoALONdByRlByC+TTgaC/rAFeB58\nrMXGwNIRdd+DxqAgFiNZ0PB+PO+k0AoTAqwiDnY9kkrQum80GHGQVO7EJkeV5InkAYeKAlFeKzdZ\nyOYV6/p+U0NTMEhizWNzEttSb1F1YdzB+SgNJxVvQM3WK2RT2Vfgt5Yd2utrL39aGZK3jo28qfq6\nyXM1oS+B6ckLrkw8xWpc+TlHL2hSUqUcrFP0wKxddVbmhpy3zxlx9643pBHaus3U6KQEcE7qYKMG\ncYLHZ4vQV7O9dUms/BnCARZukmM4ORfgSr2Kq0JkPW2vGny+izqyATQf76T+aonzzAA/uLkvonbd\njvPjyj+QRI2jxy5wyKjTmoUeWqJWuSdu2/M2BTLS6m4+HOjRFo6wcytp3QAE+MNoowEECUK9O3JD\n7cDg6q/0GXAd1KqwS0CyTpJqNurGJOvws5qfSiFXRmEROTWfyCu8EBU15R9OSg3Y2qAGpYLQaByd\n51qc6YkmcUrKZuqEePPEsEv8wo2z5JBOrYBG6fCGZwsSl/4jFsRKYBsiZNqmQNGHWAno3+s0GEon\nLEU9mYFtLTEzUcoB9q8s3dnxoYj320kzx7YnYNSL01M+ESnsDpE7wOIogUVoW06zStNsOIGp2jAA\n5WejsrzMarZcaNQkLf8Gwtl3hIOTNOR2k/gxZKsXxWeHiGfKo9o3KBPU2KENh5Lf0F/KMM5Z+YKN\nthv48/M6CQapAnlIncAoh0ITPOfvx2muDOeOWYpwRdzhAF8qg5p5sOlCM7lt24pMfpf/4ddA1F3d\nwBfy/+BbVxfqa0HwfP8+invtfEK4V4qhoDvmKT7QQ4DRRhPpcUuEhwzbUG9EsaqcRS3gQG5T/HwC\nywGRs9JvfIMpfIvzbdl5tR8mUj4MPBf0kVe9TOGHLcW0B9OOAbIK3Y+gCObZOvfk//uXbMG1i9oG\nXGJWB1Ce2rwityfnSLoDmU37cjK7KBdWLawLjKBhM8xpBjMVfFMTjo99B0VRRpSA11DJqpK+I9hj\ntgg7fX9/6uFiodvlEjVgfqgzJWLLDOLgLCxqD57p/YlIXY7PT1Y6+MnaBWquCQVIIG1Gn7+k8+7R\n3x+d5GzI3MxJ3r9J8YxYhSVxBHqyQHqQ234nZBdhMKJA4iww4C03CJ/sXHq349/vLHGzW/tRwwGV\n0XGyEswZ4vKyI0c3frvz6jIY0HDVB8K+eSJKok00SEiXXKx8MrE9G0ca9K3hBUbsDOwIufuiAFZQ\n9b7WFRVvVSbRuN6nsEvkH/nLpFs7H3yHKBtKNPgIEUZA9ZdYUBrFNpo39PKqCGdWM4MJiW4uJkTZ\n+PvDBw0ZDEzB+2X7k3Woa+9W58CnyRGpLn/Z3sRspUgk+NLu3AZMk/ZYuaDsDgGhvOIq4OxoeYda\n4/XBdCHPSxPc4iVZLKG+P9X+8eBHrtGb93P8b9Yuv28TkY68P0JZjs4oKEQ2ZWPCKJT349lgUi9a\nb3Sz1F7Yw2pProv4X+OVaQ3wdD90RER0n9gB9yJlRbFpt34fXXnyiyJGvM5J1l1CK+n7syb1ENXx\nuNh9NR7ooBEBzXl06cQADWlwZTQWXME/AXSuosyGr/URtu8cegxu/e0sML3JWCtinlVY3z7MpAqS\num9uICIc6u5s0bb0srPPWqhR6mSgWanUNzJ3XamMOvt2FHu4969BKPszwMjFIbMsETlOb9oJMooA\nsJS0gqUFVNgLsiCMayXqJZeWBqKDlQwqL2pFJkXk3tju70/4dmDWB6BevAmVVFtNednV/oWEfOHF\nMbo4qh4bpJunpzv+ZRFWHVio/38UADpMY6zUYQAAAABJRU5ErkJggg==\n",
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAGQAAABkCAMAAABHPGVmAAAAwFBMVEUAAAAEBAQICAgMDAwQEBAU\nFBQYGBgcHBwgICAkJCQoKCgsLCwwMDA0NDQ4ODg8PDxAQEBERERISEhMTExQUFBVVVVZWVldXV1h\nYWFlZWVpaWltbW1xcXF1dXV5eXl9fX2BgYGFhYWJiYmNjY2RkZGVlZWZmZmdnZ2hoaGlpaWqqqqu\nrq6ysrK2tra6urq+vr7CwsLGxsbKysrOzs7S0tLW1tba2tre3t7i4uLm5ubq6uru7u7y8vL29vb6\n+vr///+oYj7dAAAaM0lEQVRo3h2a2XLb3JakcVVddcK2RGLa8zxvDBwk2/+p6uj3f6tOVPjGERJJ\nYK9cmV+CGppZVNi8j6WY/afvevVzdbR73wJLQUlF+59amC+2JlWcXq2TPCvzFP0UltP0m+nEH8Vk\nr6ri1qfOutDEEqu5qW7ezGBSvoVHotUSY7hRNCu1kD4r3WPeTlHtpkw/Tpm90GlehTbREW1oNUEr\nn7Uus/5JYqZS+hqySueplXFd/UheOa5WRQaTWxEytvjwapR+1X3JgfQY5oWtVvtqRrY29SoSt5fz\nRLxjIQQpRyqqDGbyduWRpFAO0e3Gi46j/yPYzRUjLZ2zdXTQxsU9RaVYiGxecRH8uicdHrbIpNz3\n0zrbqcfvsLRYQlNSQesgt0eLlAknqFLObPT1Q3sRThddWMUmndD5pvIRo26DqlH/tDFS4z31T1O0\n/VAi4ICNwFWMZGRP/F/l60N9FrlgLsI0H/KiBHXlQWniurho1DPOq8rl8NIIW7rpM3V173XQ3Ar1\nyxLvuY1G+hjNWOUtt0qLPDChFOjc3Ed0mT4WN66UuMgXwyTu0LvcPCa+4wzbmtmuvYxW3tfk3XEb\nD1NsXJsdYlflSNmk1e5SCruFKiLfcQ3/OvrvpTZaE8lZcQGhWaFjSXw/V512SfZ/0jLus9YtxTVk\nfuCsPSX8EOkVVquqE8I6rwejdldyki6VRkl44HMMTtq0UFJ1tVVCnAk2vh57I71m9Xl+HaoK5q1p\nWdpsvaDBRTUnGVTIQW/COOOWYIRy1j6kNcOUfAzGlU3zU02nCmrmN+03IU2OkiriuQ9tEyUHz9PN\n4WPk27qHck4w7Euz0PMuzneIsrmyr/UQrlsrbHQYqs4bfw9cLrgeZUMputoyrsRsNlFppFjOWK+J\nqL1Eur3JkebiGy+r+/W2IdzL7GI20eicchSyrDq0yA7dgorp17aMOYfItZ4Gz8IeY+ZWu6J0Fnuk\ndlW2ZGq/Yrz+p2uWgrilhL6+LHQmQ02UQjgcp2U8Z9oHxotIlbNaZi/UCmUm7IbRvridD71yDUkJ\nGEWYOs4hO0N0SCfT7bgUJ9YNUo1badHWj9zEtaHMWCNN3AUc6Un8FspqLQ9W2i2SXuxSqDxkKUpt\nuobBL6PiMpDU+vxBVFMqbtHpYLuh4qVkN5v0ijWdnT+Fuq/cJ2ZV/PSht7ptKTmpfY6L3L9nHRMh\nVJwrLTYdLkfrx2LUAC+YLazMydDqmiqMsGOv10Wsh2MrbKqMmHnFSphRdbkkcY5vT48v3JF3JT37\noWWi5DOHT4mB0+RUle0ocjcsCefiNihywkCNO7Nabi4JSxQsUaZ2dNlzCpmEkqcR71qc2oNbZTv3\nuvMc5ge8+4mj53HeY4B67XfuPpsseGxMhUOvk/X33ActNusuRaTgmMkzU4uO6keYhBC7xwbcs7bG\nJuZ9GKeyPWYm5nyr/5XiV3Pa1WDiU0svc9XML8pvFgfjgmgqrwgRDRMY4iJOw+lzkR2i2av/UvUy\n251UnTM2M3tSAlGc5uWjun7GwLI8bEw5iQMzO5YZegnMj5BgPGqycXO7J3JKrMZa6MoHyAOBoZuF\n1mRJ69yD8ZYxFrNLTNHPqrzCOlu4szGOyNA33bT9tNz10qEH5lwJC6asjWYscOO1NJDyLcGElNjz\nMcC2vpKB1vGZpgQXkk/7obWlNhaZbapM3oPank1oEeqHvxO8pFrXjmRSCZvromj8Hi9dSf5oLhn1\nIf0s+Ja79qszZjhMRrzARRborQr/GbB/He+DUfRF0rz5nNNXvnuRby0ExatCVih8VHwhnzhxk8It\nOpWyVR3idrwW3pBx4caV2VKVw2qTrDDENcU71nmx69lS+Lnn2WrJPfabKOblHol4etLXwnV18XUt\nXqnU+9ScW+CD7oQyvgrsMuYfIuGDqzVibEocesABd5EO8mWZ+Nss3BW5h3CR9rOQ2VG2z4bEAqtP\n8EtHqbfa6nt5E1HgNklF/OtxLvLcpZb2QgBYYeYABqNhfMKEYSaSJyuVrjv154BpHEY4hUtSsQqK\nTNv59kqLi/O9b0x6buLcfNs8bGJFxnfH7H2FMyBtDqa26U/mtPWenICtWdZeffBkNpYSTV1o7f4k\nB6802CxMPO+hOq57iWNDojxk1pDdX+rZdZ/4LHgtLHU7qtG8QmXSp6zlb4xsOZw49vdjdnAKLYdP\npMuNKTlLRCaDCFV/jpapQiGzYOxzXp2A8DKLeHMRtJOpuDMwE+jyqr/86j1ziUM2Gs4xKR9kSnfv\n34vSEscXEFomZOrm7hkUkxd7HUdKE5YdgymeGuIbiX0qTBMCRGHwF/orRHX42AOsOWARcajOBv+S\nMowtqdXr531z6mNsVCpgw2Am7uN0pCLnOL2osKcfWQaqWek+liAe8l652zAHECQs7xkj8TYoR7WN\nLWTJrWoNYaZzTSkDK9JbT2ZhdtdHNxGWvQ31lSyNS91qxC+ql47v+LQezBVsbUif1W2X8ztEbcFG\nhUX7HoFAUJk+OwxOpxQ1Bb4cXAVZmtJbmUcCIrANwVJ6GOCLdIJFvbr9dQVRaNiHqqLcQ/wropqS\nEHfrJvvwxkqdgwwxpGjyiiQtBUco/HfRzVsuX9XKpG2TccvLKmEkek226UFJkrTpSIHRQ8q5vkki\noD+Z52hnA/R1WyCQXrEH1tg4WiWztCi3xHBIUO0MlNuydM7yjYNwPGPu2yP6st67gFel4ScjS8zW\npEdAbOcW/7DucKpF4yO9V8lzBbfE5+oQppwShDSLfPheKmjCBLctJlqVEsu64gicxWGiDgA/tYSY\n5OwGTVc6TTIyl8elIrfhtasFVpp9zzFJHXsNTe5bZ4vuU4108gzjsPlLg1i9x+12ub2gUTGzjZpw\nnMePG177cI2utsXzNsRR6ILdOs4Wq80Rsrbn5g0M0EtSDlv9hTtT4E5pQfDmFP5glYwZnu3kBSCL\nMbty/08Ss8IGtOWYZCHced73vAsy3GpanVZjsbqcSiXBdklnSToOM7csQjJ0ORejna5dQVUMiJjg\ns9jJcd1stEtY/5UFNvue7M9ve4Ac4swQG+vquBe/oxuEs7WvJoIBqIwdlL7yNm/dW7vC40mkDus4\n7qhiyv+owaWwxhuLSUu1P3li8ipeJda9jeFsAnbADBDhlPJ4mOPpzlgG9v7bgv6lQ4ekF9cAoq7H\nyxUlUzzHHE4h6xOOp0Q3pfwX4nfDZXOgQWFj+mgOsUtgOp2WeMXnVB0TVgav6A09kQQ7OMyaaprj\nO0jrFwcdl6MvKF98KU9RGpNm5f/XvlkwuZsHTZs77paADbZNvjE54BKWf2dAVdOJk+BBdyKSq+S8\nhJicG+QOD3bVanCDE8k9fU/wIQwv1EmBq9hxdDURiANSs+FQYBqt+qgLSwdWtsJcrD9Nm1jKjNLV\nEIgTJfWwYjtQ2lQaeMcm66j97cCl7EQdUWiglvJ6HSO0Lto93849SW5ckL+z/M0b5rQZYw4u+HQj\niHJRsbIm7P99GSxpEKpIAjdiVdkYGXjmS2JORZDDfdFLLF3U23HsXQUfXPth5eMWPruK+iqswCns\nhkNNyER8V696fsgOQ1CrRFW+B0TjqPvYADzIGrMxLcOgOEutlNjyvxDwxKPFAOu2gCojBBqkBJ4q\nHkKDMNm8PGz+mBxq9dbAhKkwkMaXDRm4ghZtES1fJ9Gd5m9hkr40YVc/qBh6HEF2qwaBmcis2YDi\nh0PNdh5Fu3CTt+90rEz/j5g9ZmlKLx91QgHjdqmiRVFpVWYVr4/kOq3Bf5mlspmCXTUaThkMoUsA\nplm/1prJsgO6g7njNGm7qeqJ/7TZvVbJt64yPYJfrFPN+4Vzh98Wbw0JNM5HZ2DR/9kOmffYUt6S\nWGthdm7jgMOb2Uerc+XK1hAXtYrgm6c31OgW4Woof4jWj65odWuYxSuibZbIBbauHLJKEkSZhXp8\nng0itZ47l5bMETL4IS5iG8S3D0oAXw9SJoZ4EsGoh+uJ9XLj0Cc+4N+oDGIjI09ahdmmMHvMU1Iv\nzBH3pTo0HneqJ64o8rgusoZETs2Bw5DcqoZ78KnkcRVJgxFOR5XIju9Qz8OLfQcz+hKeAokPXk91\nNTx5hbKzcyR7H4GUh1FawUO1HfuqWeLwuQo+Suqwbae8lAHQAk0ltvEPg4Zv47exQub0jTfXNRYt\ncq7N1FsWK3D0L7IJuW20+c1Q1mRU9yX3suemOHL1D8bFsHQJNv/hcF6pP9VrKGfIf9EnpFC6O1t+\nbyDhooE+BO2g+Hiiozb3Au9ATOQMzk/qEIVQD+ImXuJdOFL7w53WGUl0DCiMkWygZV34Q57FDpNI\n5paAs4a+Thy0qyYiDCNq3QswZ/mZt9XGq4i1jPZvCE7m551nm7cdC0Wboik80ZZGhnRJD57Zo/iE\nEqwpEGML9DW4qIDkQnMM5p/g7EE2iKdSnb76//ohehbAx9uxBhQBHmJuaCCHL0vyFAaNhkVM0AZu\n+ybV55cy5KH+5Xrm8iQdUJCHgKzzb39y10BYFqxpAgYJC6DNNJPVTmYArGKPtVcU2gJR2YIEcTop\nZQCMaIk2Eis0KTMKftweSb8QB4srpS7NbmmYDbrqFms10neu562i8CKFXYT3rIpv12B2vMeapQhW\nXQxv5cSCHm1UslIGm7XMck2e2e8PeD/Acddykhavquj167AdCfcdKJZi4mNZwRsdPSWlfUqWz+lm\nUQM4TYoBQJS225wQ72lhilV38IJdZz5VsAwDa9v9uru0IqmJQqIUhA7Xw2ti++9qEQ/gUnSBzTzc\nxMGKlVHBbDor25Rl5kMkvp22UHWN4QGQj1Q1yIVmzeiarqlIIQ110t0QMXr8Ff7e+MwddcOoDDbX\nswSJwhA/mNd9zQ6B9b/PSxUVsYKetDewBcsrrwzqC8xNd6UW1xmyAifNy3QGClepuX/WUk7Q9Bm3\nFFPdzaBX9HcX9J6WoJ/qfMhGH1SXtXdZTp/nfIx308A0FAsfuUWOKZZDhWFhq9mK5rtms0Tpl56M\nDvDkpohhl9mUbZQoaAMKJc6VRoNqUK+CZa1kT5PlnlBjZ42fN9Hnvtj04ou03Vi1Vt7TT5TXCXhK\nbGP/jglJ/+C9o7fVNlII1+/j9SitEpeG4l+2NBna+mWBliTGaD9bC9GzLPYmXlx05mjRIwKkEoZ7\niiIcyWM5/IH1E0cJ9D7GcN8DRUixZaOY4YsAt5NeixL6onoUi27wai7YuFyPU3epauXSceQtd2za\ncINfmJPx2GB4DKvrBcQlqRttMNhnc15Gs04GHTE7tKacm6ir//TO0sMN1d5Pp8D8zmWV8/w/9Ewl\nOmfUfv9ScyzX4zu9cBZxmSgvwqfzOImyqECaq6S6cNGVP1pPcAiHthmfcOGDbvqhcFkxyGkAeO8/\nCTXnGbpNsBxD3Jwrux7DXEWRn/5+ephNtOhfOUkzoxM8nFDbfMNsReBKuDeLATKkvwu/npqQVIQL\nJflMYNV5iCTZfXSNJ4P+ALI6I6Wx8C7yJhcyrWo576nAgd8gaThox/RrORhHfpacRoQEJ4KLQ6ID\nILsLEQloyqV8e7fplvY6BAImObxAWvUloZRUedHv6pDU6fcC3CPF/Qr+dyZYOBdJB/1mq9/JuPGt\nn4W2aK9n/QGnzWT2AUlvKZsV7Dl4HcV9GUqceenbZ8tcu1kbnTMqpnVLFxbnifJWyHrwbJBf8cW6\nDYaf16GQW1/nsOwb2zpOILT8mT3ZO/1KKjnlF1PtYsF9Ciw8UnQnlIEVh65Q4+eno38t7w+FYhiK\nkgbB9BmLBzx0+bY7zS+4hssTaj1q0kNzzUbzGxVJot03tC35GYUATpu46CMkNqiUdbtdD9B0dJ8S\nK9Rz8J+fICI/yp97pqIBGMhXhj7tsyiWrN93y+LEjrCBzRRpGm3E2MMlocHWSJ+W0JEd5KwXP8sB\nBP3aV6zzUZqXxecpqWJsWu8m/m6b6w8gEd+5rgzdBPKQYuUPlqvpuRTteTVu7ZweE8ItogztcEPv\ncq/sJa1ySeY85FsPoaPpbkqs6S689hKEglKSxeMTM5K+fsFc07Y7TM0h6TXVKDjXV1Eo+5/KhtW5\nueMEOXFXB+enjFXCx30w8A4Wh2dEDWZAY5TSypQwV2KpmfgYd5CqAvU/IM6aHOUv+HKG/hvattJN\n9Q1d2fAlxOi6F6/y5JPx/G3dPf4nWkuV0eVffBten5xuYY+HjsfX5G+twZbhM7Etv0Yp9K6fALN6\nL2jtHtoCCiKazP4OQijkZLb2NCnjBhHOvm/WS3M9ItBVAP+DC6cqAwUTtz0vV/6gjGjhJvZVUac2\nROpDXvh/OGvxbmCt5D3apWYxq3goGKLUqaLgnB1qEymER+YiNZxI9qac02pqTWMewM/qizT7INKa\nRkN+Vk8zeH89Ydm2NhRfeSJdgZDkc9XGl6fplNo8umRzLTv/5TQr/3g+17UkKS71M20kJRGYfIHu\nkE9AZ8kcS+KnHflo10+K4lifm8tbYy+GH+O6PWs72A9Ecqf8EW5mK7LH5Z59bA942vWIAXa/mM3g\nXmSm3fkas3RUt8EWvdwchMOKux/okuimDxPDlhckAiERiPUz/AlAkrBvH6zSLfeEjj1/YnC+Uf8M\nbHn55MViEkDM2U1kw/fgBIVwQbVh+HfK+ycwvAqfGxDIff6DDipVTnqWxG9wpEkX9NpCdM3W1CNV\nbusvH85wP61F9bqetze1AWt63d1ojV0XdwG+p8ZPMaUBhh50KxxxFN+SI32vRJTHfiClT/EdTdmw\nQBF0dmVAiqzMj4kAkWCjtL6npmxRafEnMFvLHF1LjndkGNd3GyarPRvcFoVcLG39PU/ebNhQlQ5j\nfoHtWxWh1d/tAiGdcQV5hGqzaJgjKiS5FhhFY9LSIKRbaI/MoAX6CjwV35qDxxb2OwzVGPlLVYQa\nci4Qs9YZYzfGxeqULOnqbDYyke0Ds8z3LGjZl3uQq8fdNKR8iG2mgMtqnt/N6VthawAIOAUnjgqA\nYYZsVVtnnZ9O7f56EmzcXOUMv5RUs6NSYylVip10xqFydd6aUPuScamCMYV+/ghuMd+tF6OCe8FW\nVEAjO9/IJkbEswc/TKwVaS7QcYE6c8D0gnp2O6FNwN4hTfIJYHNBoG76ph3sIWyzbdc3twnlM/K8\nxgltcUVzJkyj5AMuA+fYloJOuAUxEPTRJ78eLsKnTE9/dMnmp9lwRY8ljAtEwozDHgAUWxIp9zxh\nIo+p4e3IodV4jyihLKvrSYKeDjnVivGIOE7xhMWYkwxAoJ5qA23l0mjU5yS3vGoZ8uYj9lqAW1ur\nBY6mYSk1zSVe30JpW/85r0d88erqVtyFaKajzMiVq6Lz7pOcPrbstVsHvSuGN3Jy8TLJGWGSaF1i\nmE1EPse7qzz7GgLiyNqONpvfR/bojZTMJiOtMDjc0xEtUBzYtzrxG0o2OBCMiQjaUh+cASCKUqsO\nQEuF2iiVYbQwzzytpNTxMevtx3dScq066m9r+JcpJHrjXg5p48HmaMxJ8UPE66m98jNKfhCHm9e5\n2S75YBm6HdxPUR8zgbAb2L9t4XoK+aIwLckPdhpTjE6pXeaa5h0xUepD+gxy5ztaJ5A4Gfaya/o7\nXjUGu/cd7NoEWa0QQ3DKnVEDLbxEOO3sQmwMOsosN6xTi+usOGpRMUk4bOfplau65SbxU76JQD2u\nCi8FUSt/GqRIhk3QfTplduQBxhoobieTuNClQJQR0WoCd6jZ9fqrDs+QtxTvIS2qHBN4XTnhYk0+\nGArgEnx/P8HP17fpN9WTQy2XsF8jHvn5ykjQD0fa0MNvG1JSgHN0tiqeRj1AgvF6BmksCLupw6Ti\n/AHvT6agSu7FiJZxLSE5x9BPhYnXn5TQlOlIDsNbqF4dn9bPTk1KqCFXsSL5ZFDrpaejesiEuqpS\nlaq566ijk7oWM33/lce9orUj5eMOWK7g8r7qau7hkDjOxYnqtN8kYQQzfnM4l4bQhvAXTdK9sTSi\njEw5qyOavSjb8ZNV23xiQcAPuZhHoYgGO3rL9tVvSs0ZdPgfAAZ0COPrCzHyKFG6HxrlZls7LHXH\n/nc3ILWLo13LTSikrVf+jzXsiQbPs9aCabQj7xtcqI4a7XyzP8pSVxX2L3DYpJen2ZDbaZYvrl9H\nTFBO+mxPxyuAKTvgxDHA+IO5Rc4BlWtKafwOzsCvEzcewD9L9OcssgRbx/16woT7TIkTFmXJ15P8\nycs7s/W1Piq0e50Bjdv4XK7eyH1/0LMOXmiv1sW723duh6LrecHO9fR89cKCnxNRv5xEoG/JpFv4\n4pcziGXHPZtHtq6Shbrow1Qoo0GKqNvxAYZI2r2TUlztX0OOggfrI85b3WKpChpGFf6EC2kOWMQN\n/9QNVLutMUJsxW/cGM4txm/FLHZVgzxoYKnkv2OnBK+UyO7sMQC/Xht0H9RslnvZZSoLE5WhQgss\nHpr9Xus/oUGWd5ve/Xg6PcN2jUFjqudcbPyxm6x+kKInMcE6UUNhe+CQo5xb1zOcWZr2Q+iHH+6M\nX1/BCH7nt5c5YmX765Rkuv6e5RhdX1q8Hq3Dq1wJ2DUjvZlcQfKi7/jUn96otRluwMa2OTgoc4m0\nRLIMBhT5478VGeDnP8Uv5SJ07FDJJ6fGzQfcjlRyzKKjQefxenqrsPyFobQA21Ypvp1Bf7tho0z1\nDG7g3qDd79pBNB5Fl4+Bk+RaWesAg1a+5Bhvxr6UTagPGwozQwd+YGG3vV5/IlQPo8ynVmUxAZQ5\nOiC8w02x6894Wqqs4T/STlzpXlST4AzLJHMWTZ6zgXj5B/XHF+SSaVcirmixzQVZjwMN1RNXXI3E\nERF24Y8AXzURwIXiCq8NdHNTiD4fHgmmTlJSYHJZQ5NuxS7UoJMZ5PUV+H78n26WrAqN1joXNulR\nB0i0wfk7Go2yr/RAERUOJ05q8dAPoHrhH4nqCA+zWxVnUGF0tvLvmNGI04o2UYqLrP5/ANImVygw\nJv8AAAAASUVORK5CYII=\n",
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAMgAAABkCAMAAAD0WI85AAAAwFBMVEX/AAD/BAD/CAD/DAD/EAD/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\nnf+DYErCj4zoKk2a/j8NF8ZQWtGvJAAAAABJRU5ErkJggg==\n",
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "% small image\n",
-    "imshow(randn(100,100))\n",
-    "\n",
-    "% let's change the data range\n",
-    "figure\n",
-    "imshow(randn(100,100), [-10 10])\n",
-    "\n",
-    "% let's try automatic range and different size\n",
-    "figure\n",
-    "imshow(randn(100,200), [])\n",
-    "colormap('autumn')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZAAAAEsEAIAAAAyRa7WAACAAElEQVR42uzd5dOX5Rc36oOWRkJa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\nK4QQQgghwyJghRBCCCFk2P8CIYLjWY1OH1IAAAAASUVORK5CYII=\n",
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "% Create an RGB image with no title or labels\n",
-    "close all hidden\n",
-    "image = zeros(300,400,3);\n",
-    "image(1:100,:,1) = 0.9;  % Red\n",
-    "image(101:200,:,2) = rand(100,400);  % Green\n",
-    "image(201:300,:,3) = 0.9;  % Blue\n",
-    "imshow(image)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "image/svg+xml": [
-       "<svg height=\"420px\" viewBox=\"0 0 560 420\" width=\"560px\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
-       "\n",
-       "<title>Gnuplot</title>\n",
-       "<desc>Produced by GNUPLOT 5.1 patchlevel 0 </desc>\n",
-       "\n",
-       "<g id=\"gnuplot_canvas\">\n",
-       "\n",
-       "<rect fill=\"none\" height=\"420\" width=\"560\" x=\"0\" y=\"0\"/>\n",
-       "<defs>\n",
-       "\n",
-       "\t<circle id=\"gpDot\" r=\"0.5\" stroke-width=\"0.5\"/>\n",
-       "\t<path d=\"M-1,0 h2 M0,-1 v2\" id=\"gpPt0\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<path d=\"M-1,-1 L1,1 M1,-1 L-1,1\" id=\"gpPt1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<path d=\"M-1,0 L1,0 M0,-1 L0,1 M-1,-1 L1,1 M-1,1 L1,-1\" id=\"gpPt2\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<rect height=\"2\" id=\"gpPt3\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
-       "\t<rect fill=\"currentColor\" height=\"2\" id=\"gpPt4\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
-       "\t<circle cx=\"0\" cy=\"0\" id=\"gpPt5\" r=\"1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt6\" stroke=\"none\" xlink:href=\"#gpPt5\"/>\n",
-       "\t<path d=\"M0,-1.33 L-1.33,0.67 L1.33,0.67 z\" id=\"gpPt7\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt8\" stroke=\"none\" xlink:href=\"#gpPt7\"/>\n",
-       "\t<use id=\"gpPt9\" stroke=\"currentColor\" transform=\"rotate(180)\" xlink:href=\"#gpPt7\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt10\" stroke=\"none\" xlink:href=\"#gpPt9\"/>\n",
-       "\t<use id=\"gpPt11\" stroke=\"currentColor\" transform=\"rotate(45)\" xlink:href=\"#gpPt3\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt12\" stroke=\"none\" xlink:href=\"#gpPt11\"/>\n",
-       "\t<path d=\"M0,1.330 L1.265,0.411 L0.782,-1.067 L-0.782,-1.076 L-1.265,0.411 z\" id=\"gpPt13\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt14\" stroke=\"none\" xlink:href=\"#gpPt13\"/>\n",
-       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"textbox\" width=\"1\" x=\"0\" y=\"0\">\n",
-       "\t  <feFlood flood-color=\"white\" flood-opacity=\"1\" result=\"bgnd\"/>\n",
-       "\t  <feComposite in=\"SourceGraphic\" in2=\"bgnd\" operator=\"atop\"/>\n",
-       "\t</filter>\n",
-       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"greybox\" width=\"1\" x=\"0\" y=\"0\">\n",
-       "\t  <feFlood flood-color=\"lightgrey\" flood-opacity=\"1\" result=\"grey\"/>\n",
-       "\t  <feComposite in=\"SourceGraphic\" in2=\"grey\" operator=\"atop\"/>\n",
-       "\t</filter>\n",
-       "</defs>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "\t<g id=\"gnuplot_plot_1a\"><title>gnuplot_plot_1a</title>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "<image height=\"342.2\" preserveAspectRatio=\"none\" width=\"342.2\" x=\"118.6\" xlink:href=\"gp_image_01.png\" y=\"31.6\"/>\n",
-       "</g>\n",
-       "\t</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "</g>\n",
-       "</svg>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.SVG object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "% image that is too small to display raw (<100 pixels)\n",
-    "imshow(rand(50,50))"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 48,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "\n"
-     ]
-    },
-    {
-     "data": {
-      "image/svg+xml": [
-       "<svg height=\"420px\" viewBox=\"0 0 560 420\" width=\"560px\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
-       "\n",
-       "<title>Gnuplot</title>\n",
-       "<desc>Produced by GNUPLOT 5.1 patchlevel 0 </desc>\n",
-       "\n",
-       "<g id=\"gnuplot_canvas\">\n",
-       "\n",
-       "<rect fill=\"none\" height=\"420\" width=\"560\" x=\"0\" y=\"0\"/>\n",
-       "<defs>\n",
-       "\n",
-       "\t<circle id=\"gpDot\" r=\"0.5\" stroke-width=\"0.5\"/>\n",
-       "\t<path d=\"M-1,0 h2 M0,-1 v2\" id=\"gpPt0\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<path d=\"M-1,-1 L1,1 M1,-1 L-1,1\" id=\"gpPt1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<path d=\"M-1,0 L1,0 M0,-1 L0,1 M-1,-1 L1,1 M-1,1 L1,-1\" id=\"gpPt2\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<rect height=\"2\" id=\"gpPt3\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
-       "\t<rect fill=\"currentColor\" height=\"2\" id=\"gpPt4\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
-       "\t<circle cx=\"0\" cy=\"0\" id=\"gpPt5\" r=\"1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt6\" stroke=\"none\" xlink:href=\"#gpPt5\"/>\n",
-       "\t<path d=\"M0,-1.33 L-1.33,0.67 L1.33,0.67 z\" id=\"gpPt7\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt8\" stroke=\"none\" xlink:href=\"#gpPt7\"/>\n",
-       "\t<use id=\"gpPt9\" stroke=\"currentColor\" transform=\"rotate(180)\" xlink:href=\"#gpPt7\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt10\" stroke=\"none\" xlink:href=\"#gpPt9\"/>\n",
-       "\t<use id=\"gpPt11\" stroke=\"currentColor\" transform=\"rotate(45)\" xlink:href=\"#gpPt3\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt12\" stroke=\"none\" xlink:href=\"#gpPt11\"/>\n",
-       "\t<path d=\"M0,1.330 L1.265,0.411 L0.782,-1.067 L-0.782,-1.076 L-1.265,0.411 z\" id=\"gpPt13\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt14\" stroke=\"none\" xlink:href=\"#gpPt13\"/>\n",
-       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"textbox\" width=\"1\" x=\"0\" y=\"0\">\n",
-       "\t  <feFlood flood-color=\"white\" flood-opacity=\"1\" result=\"bgnd\"/>\n",
-       "\t  <feComposite in=\"SourceGraphic\" in2=\"bgnd\" operator=\"atop\"/>\n",
-       "\t</filter>\n",
-       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"greybox\" width=\"1\" x=\"0\" y=\"0\">\n",
-       "\t  <feFlood flood-color=\"lightgrey\" flood-opacity=\"1\" result=\"grey\"/>\n",
-       "\t  <feComposite in=\"SourceGraphic\" in2=\"grey\" operator=\"atop\"/>\n",
-       "\t</filter>\n",
-       "</defs>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(289.7,14.3)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">Hello</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "\t<g id=\"gnuplot_plot_1a\"><title>gnuplot_plot_1a</title>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "<image height=\"342.2\" preserveAspectRatio=\"none\" width=\"342.2\" x=\"118.6\" xlink:href=\"gp_image_01.png\" y=\"31.6\"/>\n",
-       "</g>\n",
-       "\t</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "</g>\n",
-       "</svg>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.SVG object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/svg+xml": [
-       "<svg height=\"420px\" viewBox=\"0 0 560 420\" width=\"560px\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
-       "\n",
-       "<title>Gnuplot</title>\n",
-       "<desc>Produced by GNUPLOT 5.1 patchlevel 0 </desc>\n",
-       "\n",
-       "<g id=\"gnuplot_canvas\">\n",
-       "\n",
-       "<rect fill=\"none\" height=\"420\" width=\"560\" x=\"0\" y=\"0\"/>\n",
-       "<defs>\n",
-       "\n",
-       "\t<circle id=\"gpDot\" r=\"0.5\" stroke-width=\"0.5\"/>\n",
-       "\t<path d=\"M-1,0 h2 M0,-1 v2\" id=\"gpPt0\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<path d=\"M-1,-1 L1,1 M1,-1 L-1,1\" id=\"gpPt1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<path d=\"M-1,0 L1,0 M0,-1 L0,1 M-1,-1 L1,1 M-1,1 L1,-1\" id=\"gpPt2\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<rect height=\"2\" id=\"gpPt3\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
-       "\t<rect fill=\"currentColor\" height=\"2\" id=\"gpPt4\" stroke=\"currentColor\" stroke-width=\"0.333\" width=\"2\" x=\"-1\" y=\"-1\"/>\n",
-       "\t<circle cx=\"0\" cy=\"0\" id=\"gpPt5\" r=\"1\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt6\" stroke=\"none\" xlink:href=\"#gpPt5\"/>\n",
-       "\t<path d=\"M0,-1.33 L-1.33,0.67 L1.33,0.67 z\" id=\"gpPt7\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt8\" stroke=\"none\" xlink:href=\"#gpPt7\"/>\n",
-       "\t<use id=\"gpPt9\" stroke=\"currentColor\" transform=\"rotate(180)\" xlink:href=\"#gpPt7\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt10\" stroke=\"none\" xlink:href=\"#gpPt9\"/>\n",
-       "\t<use id=\"gpPt11\" stroke=\"currentColor\" transform=\"rotate(45)\" xlink:href=\"#gpPt3\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt12\" stroke=\"none\" xlink:href=\"#gpPt11\"/>\n",
-       "\t<path d=\"M0,1.330 L1.265,0.411 L0.782,-1.067 L-0.782,-1.076 L-1.265,0.411 z\" id=\"gpPt13\" stroke=\"currentColor\" stroke-width=\"0.333\"/>\n",
-       "\t<use fill=\"currentColor\" id=\"gpPt14\" stroke=\"none\" xlink:href=\"#gpPt13\"/>\n",
-       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"textbox\" width=\"1\" x=\"0\" y=\"0\">\n",
-       "\t  <feFlood flood-color=\"white\" flood-opacity=\"1\" result=\"bgnd\"/>\n",
-       "\t  <feComposite in=\"SourceGraphic\" in2=\"bgnd\" operator=\"atop\"/>\n",
-       "\t</filter>\n",
-       "\t<filter filterUnits=\"objectBoundingBox\" height=\"1\" id=\"greybox\" width=\"1\" x=\"0\" y=\"0\">\n",
-       "\t  <feFlood flood-color=\"lightgrey\" flood-opacity=\"1\" result=\"grey\"/>\n",
-       "\t  <feComposite in=\"SourceGraphic\" in2=\"grey\" operator=\"atop\"/>\n",
-       "\t</filter>\n",
-       "</defs>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "\t<g shape-rendering=\"crispEdges\" stroke=\"none\">\n",
-       "\t\t<polygon fill=\"rgb(255, 255, 255)\" points=\"72.8,373.8 252.4,373.8 252.4,31.7 72.8,31.7 \"/>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"rgb(255, 255, 255)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,373.8 L81.2,373.8 M252.5,373.8 L244.1,373.8  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(67.2,377.5)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">1</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,288.2 L81.2,288.2 M252.5,288.2 L244.1,288.2  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(67.2,291.9)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">1.5</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,202.7 L81.2,202.7 M252.5,202.7 L244.1,202.7  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(67.2,206.4)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">2</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,117.1 L81.2,117.1 M252.5,117.1 L244.1,117.1  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(67.2,120.8)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">2.5</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,31.6 L81.2,31.6 M252.5,31.6 L244.1,31.6  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"end\" transform=\"translate(67.2,35.3)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">3</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,373.8 L72.8,365.4 M72.8,31.6 L72.8,40.0  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(72.8,389.5)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">1</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M117.7,373.8 L117.7,365.4 M117.7,31.6 L117.7,40.0  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(117.7,389.5)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">1.5</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M162.7,373.8 L162.7,365.4 M162.7,31.6 L162.7,40.0  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(162.7,389.5)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">2</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M207.6,373.8 L207.6,365.4 M207.6,31.6 L207.6,40.0  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(207.6,389.5)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">2.5</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M252.5,373.8 L252.5,365.4 M252.5,31.6 L252.5,40.0  \" stroke=\"black\"/>\t<g fill=\"rgb(0,0,0)\" font-family=\"{}\" font-size=\"10.00\" stroke=\"none\" text-anchor=\"middle\" transform=\"translate(252.5,389.5)\">\n",
-       "\t\t<text><tspan font-family=\"{}\">3</tspan></text>\n",
-       "\t</g>\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,31.6 L72.8,373.8 L252.5,373.8 L252.5,31.6 L72.8,31.6 Z  \" stroke=\"black\"/></g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "\t<g id=\"gnuplot_plot_1a\"><title>gnuplot_plot_1a</title>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "\t<path d=\"M72.8,373.8 L162.7,202.7 L252.5,31.6  \" stroke=\"rgb(  0,   0, 255)\"/></g>\n",
-       "\t</g>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"rgb(  0,   0, 255)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "\t<g id=\"gnuplot_plot_1b\"><title>gnuplot_plot_1b</title>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"1.00\">\n",
-       "<image height=\"179.7\" preserveAspectRatio=\"none\" width=\"179.7\" x=\"327.0\" xlink:href=\"gp_image_01.png\" y=\"112.9\"/>\n",
-       "</g>\n",
-       "\t</g>\n",
-       "<g color=\"white\" fill=\"none\" stroke=\"rgb(148,   0, 211)\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"2.00\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"black\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "<g color=\"black\" fill=\"none\" stroke=\"currentColor\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" stroke-width=\"0.50\">\n",
-       "</g>\n",
-       "</g>\n",
-       "</svg>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.SVG object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "% let's add a title - this produces full figure\n",
-    "imshow(rand(100,100))\n",
-    "title('Hello')\n",
-    "\n",
-    "% let's create an image next to a plot\n",
-    "figure\n",
-    "subplot(121)\n",
-    "plot([1,2,3])\n",
-    "subplot(122)\n",
-    "imshow(randn(100,100))"
-   ]
-  }
- ],
- "metadata": {
-  "anaconda-cloud": {},
-  "kernelspec": {
-   "display_name": "Octave",
-   "language": "octave",
-   "name": "octave"
-  },
-  "language_info": {
-   "file_extension": ".m",
-   "help_links": [
-    {
-     "text": "GNU Octave",
-     "url": "https://www.gnu.org/software/octave/support.html"
-    },
-    {
-     "text": "Octave Kernel",
-     "url": "https://github.com/Calysto/octave_kernel"
-    },
-    {
-     "text": "MetaKernel Magics",
-     "url": "https://metakernel.readthedocs.io/en/latest/source/README.html"
-    }
-   ],
-   "mimetype": "text/x-octave",
-   "name": "octave",
-   "version": "6.3.0"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/jupyter-notebook/plot-magic-and-errors.ipynb	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,216 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "healthy-group",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "metadata": {
+      "image/png": {
+       "height": "480",
+       "width": "640"
+      }
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%plot --format png\n",
+    "randn (\"state\", 1);\n",
+    "hist (randn (10000, 1), 30);\n",
+    "xlabel (\"Value\");\n",
+    "ylabel (\"Count\");\n",
+    "title (\"Histogram of 10,000 normally distributed random numbers\");"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "diverse-hypothetical",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/svg+xml": [
+       "<?xml version='1.0' encoding='UTF-8' standalone='no'?><svg xmlns=\"http://www.w3.org/2000/svg\" height=\"480px\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"640px\" viewBox=\"0 0 576 432\"> <title>gl2ps_renderer figure</title> <desc>Creator: GL2PS 1.4.0, (C) 1999-2017 C. GeuzaineFor: OctaveCreationDate: Sat Aug 14 21:07:48 2021</desc> <defs/> <polygon fill=\"#ffffff\" points=\"0,0 576,0 576,432 0,432\"/> <g>  <polygon shape-rendering=\"crispEdges\" fill=\"#ffffff\" points=\"0,432 576,432 576,0 0,0\"/>  <clipPath id=\"cp00576432\">   <polygon points=\"0,432 576,432 576,0 0,0\"/>  </clipPath>  <g clip-path=\"url(#cp00576432)\">   <polygon shape-rendering=\"crispEdges\" fill=\"#ffffff\" points=\"74.88,384.48 521.28,384.48 521.28,32.4 74.88,32.4\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"149.28,384.48 149.28,380.015\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"149.28,32.4 149.28,36.865\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"223.68,384.48 223.68,380.015\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"223.68,32.4 223.68,36.865\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"298.08,384.48 298.08,380.015\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"298.08,32.4 298.08,36.865\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"372.48,384.48 372.48,380.015\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"372.48,32.4 372.48,36.865\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"446.88,384.48 446.88,380.015\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"446.88,32.4 446.88,36.865\"/>   <text transform=\"translate(146.28,399.982) rotate(-0,3,-8)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">1</tspan>   </text>   <text transform=\"translate(220.68,399.982) rotate(-0,3,-8)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">2</tspan>   </text>   <text transform=\"translate(295.08,399.982) rotate(-0,3,-8)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">3</tspan>   </text>   <text transform=\"translate(369.48,399.982) rotate(-0,3,-8)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">4</tspan>   </text>   <text transform=\"translate(443.88,399.982) rotate(-0,3,-8)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">5</tspan>   </text>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,384.48 79.348,384.48\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,384.48 516.812,384.48\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,314.064 79.348,314.064\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,314.064 516.812,314.064\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,243.648 79.348,243.648\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,243.648 516.812,243.648\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,173.232 79.348,173.232\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,173.232 516.812,173.232\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,102.816 79.348,102.816\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,102.816 516.812,102.816\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,32.4 79.348,32.4\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,32.4 516.812,32.4\"/>   <text transform=\"translate(63.8755,388.48) rotate(-0,6,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">0</tspan>   </text>   <text transform=\"translate(54.8755,318.064) rotate(-0,15,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 6 9 \" y=\"-0\" fill=\"rgb(38,38,38)\">0.2</tspan>   </text>   <text transform=\"translate(54.8755,247.648) rotate(-0,15,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 6 9 \" y=\"-0\" fill=\"rgb(38,38,38)\">0.4</tspan>   </text>   <text transform=\"translate(54.8755,177.232) rotate(-0,15,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 6 9 \" y=\"-0\" fill=\"rgb(38,38,38)\">0.6</tspan>   </text>   <text transform=\"translate(54.8755,106.816) rotate(-0,15,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 6 9 \" y=\"-0\" fill=\"rgb(38,38,38)\">0.8</tspan>   </text>   <text transform=\"translate(63.8755,36.4) rotate(-0,6,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">1</tspan>   </text>   <polyline stroke-dasharray=\"16,0\" fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"square\" stroke-linejoin=\"miter\" points=\"74.88,384.48 521.28,384.48\"/>   <polyline stroke-dasharray=\"16,0\" fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"square\" stroke-linejoin=\"miter\" points=\"74.88,32.4 521.28,32.4\"/>   <polyline stroke-dasharray=\"16,0\" fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"square\" stroke-linejoin=\"miter\" points=\"74.88,384.48 74.88,32.4\"/>   <polyline stroke-dasharray=\"16,0\" fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"square\" stroke-linejoin=\"miter\" points=\"521.28,384.48 521.28,32.4\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#440154\" points=\"127.258,208.44 127.258,301.217 123.091,301.217 123.091,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#440154\" points=\"201.658,208.44 201.658,187.111 197.491,187.111 197.491,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#440154\" points=\"276.058,208.44 276.058,78.9365 271.891,78.9365 271.891,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#440154\" points=\"350.458,208.44 350.458,335.381 346.291,335.381 346.291,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#440154\" points=\"424.858,208.44 424.858,194.566 420.691,194.566 420.691,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"127.258,301.217 123.091,301.217 123.091,208.44 127.258,208.44 127.258,301.217\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"201.658,187.111 197.491,187.111 197.491,208.44 201.658,208.44 201.658,187.111\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"276.058,78.9365 271.891,78.9365 271.891,208.44 276.058,208.44 276.058,78.9365\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"350.458,335.381 346.291,335.381 346.291,208.44 350.458,208.44 350.458,335.381\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"424.858,194.566 420.691,194.566 420.691,208.44 424.858,208.44 424.858,194.566\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"round\" points=\"74.88,208.44 521.28,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#472877\" points=\"132.614,208.44 132.614,147.41 128.448,147.41 128.448,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#472877\" points=\"207.014,208.44 207.014,198.422 202.848,198.422 202.848,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#472877\" points=\"281.414,208.44 281.414,371.42 277.248,371.42 277.248,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#472877\" points=\"355.814,208.44 355.814,103.928 351.648,103.928 351.648,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#472877\" points=\"430.214,208.44 430.214,97.966 426.048,97.966 426.048,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"132.614,147.41 128.448,147.41 128.448,208.44 132.614,208.44 132.614,147.41\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"207.014,198.422 202.848,198.422 202.848,208.44 207.014,208.44 207.014,198.422\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"281.414,371.42 277.248,371.42 277.248,208.44 281.414,208.44 281.414,371.42\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"355.814,103.928 351.648,103.928 351.648,208.44 355.814,208.44 355.814,103.928\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"430.214,97.966 426.048,97.966 426.048,208.44 430.214,208.44 430.214,97.966\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#3e4a89\" points=\"137.971,208.44 137.971,177.694 133.805,177.694 133.805,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#3e4a89\" points=\"212.371,208.44 212.371,63.0867 208.205,63.0867 208.205,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#3e4a89\" points=\"286.771,208.44 286.771,185.31 282.605,185.31 282.605,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#3e4a89\" points=\"361.171,208.44 361.171,37.2878 357.005,37.2878 357.005,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#3e4a89\" points=\"435.571,208.44 435.571,270.568 431.405,270.568 431.405,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"137.971,177.694 133.805,177.694 133.805,208.44 137.971,208.44 137.971,177.694\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"212.371,63.0867 208.205,63.0867 208.205,208.44 212.371,208.44 212.371,63.0867\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"286.771,185.31 282.605,185.31 282.605,208.44 286.771,208.44 286.771,185.31\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"361.171,37.2878 357.005,37.2878 357.005,208.44 361.171,208.44 361.171,37.2878\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"435.571,270.568 431.405,270.568 431.405,208.44 435.571,208.44 435.571,270.568\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#30678d\" points=\"143.328,208.44 143.328,314.875 139.162,314.875 139.162,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#30678d\" points=\"217.728,208.44 217.728,338.211 213.562,338.211 213.562,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#30678d\" points=\"292.128,208.44 292.128,82.1371 287.962,82.1371 287.962,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#30678d\" points=\"366.528,208.44 366.528,378.65 362.362,378.65 362.362,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#30678d\" points=\"440.928,208.44 440.928,130.736 436.762,130.736 436.762,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"143.328,314.875 139.162,314.875 139.162,208.44 143.328,208.44 143.328,314.875\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"217.728,338.211 213.562,338.211 213.562,208.44 217.728,208.44 217.728,338.211\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"292.128,82.1371 287.962,82.1371 287.962,208.44 292.128,208.44 292.128,82.1371\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"366.528,378.65 362.362,378.65 362.362,208.44 366.528,208.44 366.528,378.65\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"440.928,130.736 436.762,130.736 436.762,208.44 440.928,208.44 440.928,130.736\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#25828e\" points=\"148.685,208.44 148.685,316.418 144.518,316.418 144.518,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#25828e\" points=\"223.085,208.44 223.085,272.508 218.918,272.508 218.918,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#25828e\" points=\"297.485,208.44 297.485,377.905 293.318,377.905 293.318,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#25828e\" points=\"371.885,208.44 371.885,115.65 367.718,115.65 367.718,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#25828e\" points=\"446.285,208.44 446.285,43.8772 442.118,43.8772 442.118,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"148.685,316.418 144.518,316.418 144.518,208.44 148.685,208.44 148.685,316.418\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"223.085,272.508 218.918,272.508 218.918,208.44 223.085,208.44 223.085,272.508\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"297.485,377.905 293.318,377.905 293.318,208.44 297.485,208.44 297.485,377.905\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"371.885,115.65 367.718,115.65 367.718,208.44 371.885,208.44 371.885,115.65\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"446.285,43.8772 442.118,43.8772 442.118,208.44 446.285,208.44 446.285,43.8772\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#1e9d88\" points=\"154.042,208.44 154.042,130.872 149.875,130.872 149.875,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#1e9d88\" points=\"228.442,208.44 228.442,345.054 224.275,345.054 224.275,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#1e9d88\" points=\"302.842,208.44 302.842,329.216 298.675,329.216 298.675,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#1e9d88\" points=\"377.242,208.44 377.242,306.808 373.075,306.808 373.075,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#1e9d88\" points=\"451.642,208.44 451.642,292.758 447.475,292.758 447.475,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"154.042,130.872 149.875,130.872 149.875,208.44 154.042,208.44 154.042,130.872\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"228.442,345.054 224.275,345.054 224.275,208.44 228.442,208.44 228.442,345.054\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"302.842,329.216 298.675,329.216 298.675,208.44 302.842,208.44 302.842,329.216\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"377.242,306.808 373.075,306.808 373.075,208.44 377.242,208.44 377.242,306.808\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"451.642,292.758 447.475,292.758 447.475,208.44 451.642,208.44 451.642,292.758\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#35b778\" points=\"159.398,208.44 159.398,210.172 155.232,210.172 155.232,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#35b778\" points=\"233.798,208.44 233.798,373.205 229.632,373.205 229.632,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#35b778\" points=\"308.198,208.44 308.198,36.8672 304.032,36.8672 304.032,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#35b778\" points=\"382.598,208.44 382.598,380.047 378.432,380.047 378.432,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#35b778\" points=\"456.998,208.44 456.998,313.569 452.832,313.569 452.832,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"159.398,210.172 155.232,210.172 155.232,208.44 159.398,208.44 159.398,210.172\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"233.798,373.205 229.632,373.205 229.632,208.44 233.798,208.44 233.798,373.205\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"308.198,36.8672 304.032,36.8672 304.032,208.44 308.198,208.44 308.198,36.8672\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"382.598,380.047 378.432,380.047 378.432,208.44 382.598,208.44 382.598,380.047\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"456.998,313.569 452.832,313.569 452.832,208.44 456.998,208.44 456.998,313.569\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#6ccd59\" points=\"164.755,208.44 164.755,157.739 160.589,157.739 160.589,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#6ccd59\" points=\"239.155,208.44 239.155,150.734 234.989,150.734 234.989,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#6ccd59\" points=\"313.555,208.44 313.555,76.7126 309.389,76.7126 309.389,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#6ccd59\" points=\"387.955,208.44 387.955,120.49 383.789,120.49 383.789,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#6ccd59\" points=\"462.355,208.44 462.355,168.895 458.189,168.895 458.189,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"164.755,157.739 160.589,157.739 160.589,208.44 164.755,208.44 164.755,157.739\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"239.155,150.734 234.989,150.734 234.989,208.44 239.155,208.44 239.155,150.734\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"313.555,76.7126 309.389,76.7126 309.389,208.44 313.555,208.44 313.555,76.7126\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"387.955,120.49 383.789,120.49 383.789,208.44 387.955,208.44 387.955,120.49\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"462.355,168.895 458.189,168.895 458.189,208.44 462.355,208.44 462.355,168.895\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#b4dd2b\" points=\"170.112,208.44 170.112,182.297 165.946,182.297 165.946,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#b4dd2b\" points=\"244.512,208.44 244.512,103.737 240.346,103.737 240.346,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#b4dd2b\" points=\"318.912,208.44 318.912,159.873 314.746,159.873 314.746,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#b4dd2b\" points=\"393.312,208.44 393.312,216.359 389.146,216.359 389.146,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#b4dd2b\" points=\"467.712,208.44 467.712,154.435 463.546,154.435 463.546,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"170.112,182.297 165.946,182.297 165.946,208.44 170.112,208.44 170.112,182.297\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"244.512,103.737 240.346,103.737 240.346,208.44 244.512,208.44 244.512,103.737\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"318.912,159.873 314.746,159.873 314.746,208.44 318.912,208.44 318.912,159.873\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"393.312,216.359 389.146,216.359 389.146,208.44 393.312,208.44 393.312,216.359\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"467.712,154.435 463.546,154.435 463.546,208.44 467.712,208.44 467.712,154.435\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#fde724\" points=\"175.469,208.44 175.469,156.357 171.302,156.357 171.302,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#fde724\" points=\"249.869,208.44 249.869,162.487 245.702,162.487 245.702,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#fde724\" points=\"324.269,208.44 324.269,74.8864 320.102,74.8864 320.102,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#fde724\" points=\"398.669,208.44 398.669,372.603 394.502,372.603 394.502,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#fde724\" points=\"473.069,208.44 473.069,72.8917 468.902,72.8917 468.902,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"175.469,156.357 171.302,156.357 171.302,208.44 175.469,208.44 175.469,156.357\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"249.869,162.487 245.702,162.487 245.702,208.44 249.869,208.44 249.869,162.487\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"324.269,74.8864 320.102,74.8864 320.102,208.44 324.269,208.44 324.269,74.8864\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"398.669,372.603 394.502,372.603 394.502,208.44 398.669,208.44 398.669,372.603\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"473.069,72.8917 468.902,72.8917 468.902,208.44 473.069,208.44 473.069,72.8917\"/>  </g> </g></svg>"
+      ],
+      "text/plain": [
+       "<IPython.core.display.SVG object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%plot -f svg\n",
+    "h = bar (rand (5, 10));\n",
+    "set (h(1), \"basevalue\", 0.5);"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "regulation-analysis",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/jpeg": "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",
+      "text/plain": [
+       "<IPython.core.display.Image object>"
+      ]
+     },
+     "metadata": {
+      "image/jpeg": {
+       "height": "480",
+       "width": "640"
+      }
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "%plot --format jpg \n",
+    "x = -10:0.1:10;\n",
+    "plot (x, sin (x));\n",
+    "title (\"sin(x) for x = -10:0.1:10\");\n",
+    "xlabel (\"x\");\n",
+    "ylabel (\"sin (x)\");\n",
+    "text (pi, 0.7, \"arbitrary text\");\n",
+    "legend (\"sin (x)\");"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "global-latex",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "A number is required for resolution, not a string"
+     ]
+    }
+   ],
+   "source": [
+    "%plot -f jpg -r 1a0\n",
+    "plot([5 4])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "designing-greece",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "A number is required for width, not a string"
+     ]
+    }
+   ],
+   "source": [
+    "%plot -f jpg --width 1a0\n",
+    "plot([5 4])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "configured-eating",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "A number is required for height, not a string"
+     ]
+    }
+   ],
+   "source": [
+    "%plot -f jpg -h 1a0\n",
+    "plot([5 4])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "specified-omega",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "The figure is empty!"
+     ]
+    }
+   ],
+   "source": [
+    "figure"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "serious-exhibit",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "Cannot embed the 'pdf' image format\n"
+     ]
+    }
+   ],
+   "source": [
+    "%plot -f pdf\n",
+    "plot([5 4])"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Octave",
+   "language": "octave",
+   "name": "octave"
+  },
+  "language_info": {
+   "file_extension": ".m",
+   "help_links": [
+    {
+     "text": "GNU Octave",
+     "url": "https://www.gnu.org/software/octave/support.html"
+    },
+    {
+     "text": "Octave Kernel",
+     "url": "https://github.com/Calysto/octave_kernel"
+    },
+    {
+     "text": "MetaKernel Magics",
+     "url": "https://metakernel.readthedocs.io/en/latest/source/README.html"
+    }
+   ],
+   "mimetype": "text/x-octave",
+   "name": "octave",
+   "version": "6.3.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
--- a/test/jupyter-notebook/plot_magic_and_errors.ipynb	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,216 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "healthy-group",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": "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",
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "metadata": {
-      "image/png": {
-       "height": "480",
-       "width": "640"
-      }
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "%plot --format png\n",
-    "randn (\"state\", 1);\n",
-    "hist (randn (10000, 1), 30);\n",
-    "xlabel (\"Value\");\n",
-    "ylabel (\"Count\");\n",
-    "title (\"Histogram of 10,000 normally distributed random numbers\");"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 21,
-   "id": "diverse-hypothetical",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/svg+xml": [
-       "<?xml version='1.0' encoding='UTF-8' standalone='no'?><svg xmlns=\"http://www.w3.org/2000/svg\" height=\"480px\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" width=\"640px\" viewBox=\"0 0 576 432\"> <title>gl2ps_renderer figure</title> <desc>Creator: GL2PS 1.4.0, (C) 1999-2017 C. GeuzaineFor: OctaveCreationDate: Sat Aug 14 21:07:48 2021</desc> <defs/> <polygon fill=\"#ffffff\" points=\"0,0 576,0 576,432 0,432\"/> <g>  <polygon shape-rendering=\"crispEdges\" fill=\"#ffffff\" points=\"0,432 576,432 576,0 0,0\"/>  <clipPath id=\"cp00576432\">   <polygon points=\"0,432 576,432 576,0 0,0\"/>  </clipPath>  <g clip-path=\"url(#cp00576432)\">   <polygon shape-rendering=\"crispEdges\" fill=\"#ffffff\" points=\"74.88,384.48 521.28,384.48 521.28,32.4 74.88,32.4\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"149.28,384.48 149.28,380.015\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"149.28,32.4 149.28,36.865\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"223.68,384.48 223.68,380.015\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"223.68,32.4 223.68,36.865\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"298.08,384.48 298.08,380.015\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"298.08,32.4 298.08,36.865\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"372.48,384.48 372.48,380.015\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"372.48,32.4 372.48,36.865\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"446.88,384.48 446.88,380.015\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"446.88,32.4 446.88,36.865\"/>   <text transform=\"translate(146.28,399.982) rotate(-0,3,-8)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">1</tspan>   </text>   <text transform=\"translate(220.68,399.982) rotate(-0,3,-8)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">2</tspan>   </text>   <text transform=\"translate(295.08,399.982) rotate(-0,3,-8)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">3</tspan>   </text>   <text transform=\"translate(369.48,399.982) rotate(-0,3,-8)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">4</tspan>   </text>   <text transform=\"translate(443.88,399.982) rotate(-0,3,-8)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">5</tspan>   </text>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,384.48 79.348,384.48\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,384.48 516.812,384.48\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,314.064 79.348,314.064\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,314.064 516.812,314.064\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,243.648 79.348,243.648\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,243.648 516.812,243.648\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,173.232 79.348,173.232\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,173.232 516.812,173.232\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,102.816 79.348,102.816\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,102.816 516.812,102.816\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"74.88,32.4 79.348,32.4\"/>   <polyline fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"521.28,32.4 516.812,32.4\"/>   <text transform=\"translate(63.8755,388.48) rotate(-0,6,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">0</tspan>   </text>   <text transform=\"translate(54.8755,318.064) rotate(-0,15,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 6 9 \" y=\"-0\" fill=\"rgb(38,38,38)\">0.2</tspan>   </text>   <text transform=\"translate(54.8755,247.648) rotate(-0,15,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 6 9 \" y=\"-0\" fill=\"rgb(38,38,38)\">0.4</tspan>   </text>   <text transform=\"translate(54.8755,177.232) rotate(-0,15,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 6 9 \" y=\"-0\" fill=\"rgb(38,38,38)\">0.6</tspan>   </text>   <text transform=\"translate(54.8755,106.816) rotate(-0,15,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 6 9 \" y=\"-0\" fill=\"rgb(38,38,38)\">0.8</tspan>   </text>   <text transform=\"translate(63.8755,36.4) rotate(-0,6,-4)\" font-size=\"10\" font-family=\"FreeSans\" font-style=\"normal\" font-weight=\"normal\" xml:space=\"preserve\">    <tspan x=\"0 \" y=\"-0\" fill=\"rgb(38,38,38)\">1</tspan>   </text>   <polyline stroke-dasharray=\"16,0\" fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"square\" stroke-linejoin=\"miter\" points=\"74.88,384.48 521.28,384.48\"/>   <polyline stroke-dasharray=\"16,0\" fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"square\" stroke-linejoin=\"miter\" points=\"74.88,32.4 521.28,32.4\"/>   <polyline stroke-dasharray=\"16,0\" fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"square\" stroke-linejoin=\"miter\" points=\"74.88,384.48 74.88,32.4\"/>   <polyline stroke-dasharray=\"16,0\" fill=\"none\" stroke=\"#262626\" stroke-width=\"0.5\" stroke-linecap=\"square\" stroke-linejoin=\"miter\" points=\"521.28,384.48 521.28,32.4\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#440154\" points=\"127.258,208.44 127.258,301.217 123.091,301.217 123.091,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#440154\" points=\"201.658,208.44 201.658,187.111 197.491,187.111 197.491,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#440154\" points=\"276.058,208.44 276.058,78.9365 271.891,78.9365 271.891,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#440154\" points=\"350.458,208.44 350.458,335.381 346.291,335.381 346.291,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#440154\" points=\"424.858,208.44 424.858,194.566 420.691,194.566 420.691,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"127.258,301.217 123.091,301.217 123.091,208.44 127.258,208.44 127.258,301.217\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"201.658,187.111 197.491,187.111 197.491,208.44 201.658,208.44 201.658,187.111\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"276.058,78.9365 271.891,78.9365 271.891,208.44 276.058,208.44 276.058,78.9365\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"350.458,335.381 346.291,335.381 346.291,208.44 350.458,208.44 350.458,335.381\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"424.858,194.566 420.691,194.566 420.691,208.44 424.858,208.44 424.858,194.566\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"round\" points=\"74.88,208.44 521.28,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#472877\" points=\"132.614,208.44 132.614,147.41 128.448,147.41 128.448,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#472877\" points=\"207.014,208.44 207.014,198.422 202.848,198.422 202.848,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#472877\" points=\"281.414,208.44 281.414,371.42 277.248,371.42 277.248,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#472877\" points=\"355.814,208.44 355.814,103.928 351.648,103.928 351.648,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#472877\" points=\"430.214,208.44 430.214,97.966 426.048,97.966 426.048,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"132.614,147.41 128.448,147.41 128.448,208.44 132.614,208.44 132.614,147.41\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"207.014,198.422 202.848,198.422 202.848,208.44 207.014,208.44 207.014,198.422\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"281.414,371.42 277.248,371.42 277.248,208.44 281.414,208.44 281.414,371.42\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"355.814,103.928 351.648,103.928 351.648,208.44 355.814,208.44 355.814,103.928\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"430.214,97.966 426.048,97.966 426.048,208.44 430.214,208.44 430.214,97.966\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#3e4a89\" points=\"137.971,208.44 137.971,177.694 133.805,177.694 133.805,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#3e4a89\" points=\"212.371,208.44 212.371,63.0867 208.205,63.0867 208.205,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#3e4a89\" points=\"286.771,208.44 286.771,185.31 282.605,185.31 282.605,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#3e4a89\" points=\"361.171,208.44 361.171,37.2878 357.005,37.2878 357.005,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#3e4a89\" points=\"435.571,208.44 435.571,270.568 431.405,270.568 431.405,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"137.971,177.694 133.805,177.694 133.805,208.44 137.971,208.44 137.971,177.694\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"212.371,63.0867 208.205,63.0867 208.205,208.44 212.371,208.44 212.371,63.0867\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"286.771,185.31 282.605,185.31 282.605,208.44 286.771,208.44 286.771,185.31\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"361.171,37.2878 357.005,37.2878 357.005,208.44 361.171,208.44 361.171,37.2878\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"435.571,270.568 431.405,270.568 431.405,208.44 435.571,208.44 435.571,270.568\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#30678d\" points=\"143.328,208.44 143.328,314.875 139.162,314.875 139.162,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#30678d\" points=\"217.728,208.44 217.728,338.211 213.562,338.211 213.562,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#30678d\" points=\"292.128,208.44 292.128,82.1371 287.962,82.1371 287.962,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#30678d\" points=\"366.528,208.44 366.528,378.65 362.362,378.65 362.362,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#30678d\" points=\"440.928,208.44 440.928,130.736 436.762,130.736 436.762,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"143.328,314.875 139.162,314.875 139.162,208.44 143.328,208.44 143.328,314.875\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"217.728,338.211 213.562,338.211 213.562,208.44 217.728,208.44 217.728,338.211\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"292.128,82.1371 287.962,82.1371 287.962,208.44 292.128,208.44 292.128,82.1371\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"366.528,378.65 362.362,378.65 362.362,208.44 366.528,208.44 366.528,378.65\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"440.928,130.736 436.762,130.736 436.762,208.44 440.928,208.44 440.928,130.736\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#25828e\" points=\"148.685,208.44 148.685,316.418 144.518,316.418 144.518,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#25828e\" points=\"223.085,208.44 223.085,272.508 218.918,272.508 218.918,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#25828e\" points=\"297.485,208.44 297.485,377.905 293.318,377.905 293.318,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#25828e\" points=\"371.885,208.44 371.885,115.65 367.718,115.65 367.718,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#25828e\" points=\"446.285,208.44 446.285,43.8772 442.118,43.8772 442.118,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"148.685,316.418 144.518,316.418 144.518,208.44 148.685,208.44 148.685,316.418\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"223.085,272.508 218.918,272.508 218.918,208.44 223.085,208.44 223.085,272.508\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"297.485,377.905 293.318,377.905 293.318,208.44 297.485,208.44 297.485,377.905\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"371.885,115.65 367.718,115.65 367.718,208.44 371.885,208.44 371.885,115.65\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"446.285,43.8772 442.118,43.8772 442.118,208.44 446.285,208.44 446.285,43.8772\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#1e9d88\" points=\"154.042,208.44 154.042,130.872 149.875,130.872 149.875,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#1e9d88\" points=\"228.442,208.44 228.442,345.054 224.275,345.054 224.275,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#1e9d88\" points=\"302.842,208.44 302.842,329.216 298.675,329.216 298.675,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#1e9d88\" points=\"377.242,208.44 377.242,306.808 373.075,306.808 373.075,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#1e9d88\" points=\"451.642,208.44 451.642,292.758 447.475,292.758 447.475,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"154.042,130.872 149.875,130.872 149.875,208.44 154.042,208.44 154.042,130.872\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"228.442,345.054 224.275,345.054 224.275,208.44 228.442,208.44 228.442,345.054\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"302.842,329.216 298.675,329.216 298.675,208.44 302.842,208.44 302.842,329.216\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"377.242,306.808 373.075,306.808 373.075,208.44 377.242,208.44 377.242,306.808\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"451.642,292.758 447.475,292.758 447.475,208.44 451.642,208.44 451.642,292.758\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#35b778\" points=\"159.398,208.44 159.398,210.172 155.232,210.172 155.232,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#35b778\" points=\"233.798,208.44 233.798,373.205 229.632,373.205 229.632,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#35b778\" points=\"308.198,208.44 308.198,36.8672 304.032,36.8672 304.032,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#35b778\" points=\"382.598,208.44 382.598,380.047 378.432,380.047 378.432,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#35b778\" points=\"456.998,208.44 456.998,313.569 452.832,313.569 452.832,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"159.398,210.172 155.232,210.172 155.232,208.44 159.398,208.44 159.398,210.172\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"233.798,373.205 229.632,373.205 229.632,208.44 233.798,208.44 233.798,373.205\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"308.198,36.8672 304.032,36.8672 304.032,208.44 308.198,208.44 308.198,36.8672\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"382.598,380.047 378.432,380.047 378.432,208.44 382.598,208.44 382.598,380.047\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"456.998,313.569 452.832,313.569 452.832,208.44 456.998,208.44 456.998,313.569\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#6ccd59\" points=\"164.755,208.44 164.755,157.739 160.589,157.739 160.589,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#6ccd59\" points=\"239.155,208.44 239.155,150.734 234.989,150.734 234.989,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#6ccd59\" points=\"313.555,208.44 313.555,76.7126 309.389,76.7126 309.389,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#6ccd59\" points=\"387.955,208.44 387.955,120.49 383.789,120.49 383.789,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#6ccd59\" points=\"462.355,208.44 462.355,168.895 458.189,168.895 458.189,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"164.755,157.739 160.589,157.739 160.589,208.44 164.755,208.44 164.755,157.739\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"239.155,150.734 234.989,150.734 234.989,208.44 239.155,208.44 239.155,150.734\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"313.555,76.7126 309.389,76.7126 309.389,208.44 313.555,208.44 313.555,76.7126\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"387.955,120.49 383.789,120.49 383.789,208.44 387.955,208.44 387.955,120.49\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"462.355,168.895 458.189,168.895 458.189,208.44 462.355,208.44 462.355,168.895\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#b4dd2b\" points=\"170.112,208.44 170.112,182.297 165.946,182.297 165.946,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#b4dd2b\" points=\"244.512,208.44 244.512,103.737 240.346,103.737 240.346,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#b4dd2b\" points=\"318.912,208.44 318.912,159.873 314.746,159.873 314.746,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#b4dd2b\" points=\"393.312,208.44 393.312,216.359 389.146,216.359 389.146,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#b4dd2b\" points=\"467.712,208.44 467.712,154.435 463.546,154.435 463.546,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"170.112,182.297 165.946,182.297 165.946,208.44 170.112,208.44 170.112,182.297\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"244.512,103.737 240.346,103.737 240.346,208.44 244.512,208.44 244.512,103.737\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"318.912,159.873 314.746,159.873 314.746,208.44 318.912,208.44 318.912,159.873\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"393.312,216.359 389.146,216.359 389.146,208.44 393.312,208.44 393.312,216.359\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"467.712,154.435 463.546,154.435 463.546,208.44 467.712,208.44 467.712,154.435\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#fde724\" points=\"175.469,208.44 175.469,156.357 171.302,156.357 171.302,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#fde724\" points=\"249.869,208.44 249.869,162.487 245.702,162.487 245.702,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#fde724\" points=\"324.269,208.44 324.269,74.8864 320.102,74.8864 320.102,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#fde724\" points=\"398.669,208.44 398.669,372.603 394.502,372.603 394.502,208.44\"/>   <polygon shape-rendering=\"crispEdges\" fill=\"#fde724\" points=\"473.069,208.44 473.069,72.8917 468.902,72.8917 468.902,208.44\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"175.469,156.357 171.302,156.357 171.302,208.44 175.469,208.44 175.469,156.357\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"249.869,162.487 245.702,162.487 245.702,208.44 249.869,208.44 249.869,162.487\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"324.269,74.8864 320.102,74.8864 320.102,208.44 324.269,208.44 324.269,74.8864\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"398.669,372.603 394.502,372.603 394.502,208.44 398.669,208.44 398.669,372.603\"/>   <polyline fill=\"none\" stroke=\"#000000\" stroke-width=\"0.5\" stroke-linecap=\"butt\" stroke-linejoin=\"miter\" points=\"473.069,72.8917 468.902,72.8917 468.902,208.44 473.069,208.44 473.069,72.8917\"/>  </g> </g></svg>"
-      ],
-      "text/plain": [
-       "<IPython.core.display.SVG object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "%plot -f svg\n",
-    "h = bar (rand (5, 10));\n",
-    "set (h(1), \"basevalue\", 0.5);"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "regulation-analysis",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/jpeg": "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",
-      "text/plain": [
-       "<IPython.core.display.Image object>"
-      ]
-     },
-     "metadata": {
-      "image/jpeg": {
-       "height": "480",
-       "width": "640"
-      }
-     },
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "%plot --format jpg \n",
-    "x = -10:0.1:10;\n",
-    "plot (x, sin (x));\n",
-    "title (\"sin(x) for x = -10:0.1:10\");\n",
-    "xlabel (\"x\");\n",
-    "ylabel (\"sin (x)\");\n",
-    "text (pi, 0.7, \"arbitrary text\");\n",
-    "legend (\"sin (x)\");"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "global-latex",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "A number is required for resolution, not a string"
-     ]
-    }
-   ],
-   "source": [
-    "%plot -f jpg -r 1a0\n",
-    "plot([5 4])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "designing-greece",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "A number is required for width, not a string"
-     ]
-    }
-   ],
-   "source": [
-    "%plot -f jpg --width 1a0\n",
-    "plot([5 4])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "configured-eating",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "A number is required for height, not a string"
-     ]
-    }
-   ],
-   "source": [
-    "%plot -f jpg -h 1a0\n",
-    "plot([5 4])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "specified-omega",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "The figure is empty!"
-     ]
-    }
-   ],
-   "source": [
-    "figure"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "serious-exhibit",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "Cannot embed the 'pdf' image format\n"
-     ]
-    }
-   ],
-   "source": [
-    "%plot -f pdf\n",
-    "plot([5 4])"
-   ]
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Octave",
-   "language": "octave",
-   "name": "octave"
-  },
-  "language_info": {
-   "file_extension": ".m",
-   "help_links": [
-    {
-     "text": "GNU Octave",
-     "url": "https://www.gnu.org/software/octave/support.html"
-    },
-    {
-     "text": "Octave Kernel",
-     "url": "https://github.com/Calysto/octave_kernel"
-    },
-    {
-     "text": "MetaKernel Magics",
-     "url": "https://metakernel.readthedocs.io/en/latest/source/README.html"
-    }
-   ],
-   "mimetype": "text/x-octave",
-   "name": "octave",
-   "version": "6.3.0"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/local-functions/local-functions.tst	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,32 @@
+########################################################################
+##
+## Copyright (C) 2018-2024 The Octave Project Developers
+##
+## See the file COPYRIGHT.md in the top-level directory of this
+## distribution or <https://octave.org/copyright/>.
+##
+## This file is part of Octave.
+##
+## Octave is free software: you can redistribute it and/or modify it
+## under the terms of the GNU General Public License as published by
+## the Free Software Foundation, either version 3 of the License, or
+## (at your option) any later version.
+##
+## Octave is distributed in the hope that it will be useful, but
+## WITHOUT ANY WARRANTY; without even the implied warranty of
+## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+## GNU General Public License for more details.
+##
+## You should have received a copy of the GNU General Public License
+## along with Octave; see the file COPYING.  If not, see
+## <https://www.gnu.org/licenses/>.
+##
+########################################################################
+
+################################################################################
+## This file actually executes the tests on functions with local functions.
+##
+## It relies on the function files defined in the local-functions/ directory.
+################################################################################
+
+%!assert (local_function_eval (), 1)
--- a/test/local-functions/local_functions.tst	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,32 +0,0 @@
-########################################################################
-##
-## Copyright (C) 2018-2024 The Octave Project Developers
-##
-## See the file COPYRIGHT.md in the top-level directory of this
-## distribution or <https://octave.org/copyright/>.
-##
-## This file is part of Octave.
-##
-## Octave is free software: you can redistribute it and/or modify it
-## under the terms of the GNU General Public License as published by
-## the Free Software Foundation, either version 3 of the License, or
-## (at your option) any later version.
-##
-## Octave is distributed in the hope that it will be useful, but
-## WITHOUT ANY WARRANTY; without even the implied warranty of
-## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-## GNU General Public License for more details.
-##
-## You should have received a copy of the GNU General Public License
-## along with Octave; see the file COPYING.  If not, see
-## <https://www.gnu.org/licenses/>.
-##
-########################################################################
-
-################################################################################
-## This file actually executes the tests on functions with local functions.
-##
-## It relies on the function files defined in the local-functions/ directory.
-################################################################################
-
-%!assert (local_function_eval (), 1)
--- a/test/local-functions/module.mk	Mon Apr 15 16:39:17 2024 +0200
+++ b/test/local-functions/module.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -1,5 +1,5 @@
 local_functions_TEST_FILES = \
-  %reldir%/local_functions.tst \
+  %reldir%/local-functions.tst \
   %reldir%/local_function_eval.m
 
 TEST_FILES += $(local_functions_TEST_FILES)
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/pkg/mfile-basic-test/COPYING	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,719 @@
+Appendix G GNU GENERAL PUBLIC LICENSE
+*************************************
+
+                        Version 3, 29 June 2007
+
+     Copyright (C) 2007 Free Software Foundation, Inc. `http://fsf.org/'
+
+     Everyone is permitted to copy and distribute verbatim copies of this
+     license document, but changing it is not allowed.
+
+Preamble
+========
+
+The GNU General Public License is a free, copyleft license for software
+and other kinds of works.
+
+   The licenses for most software and other practical works are designed
+to take away your freedom to share and change the works.  By contrast,
+the GNU General Public License is intended to guarantee your freedom to
+share and change all versions of a program--to make sure it remains
+free software for all its users.  We, the Free Software Foundation, use
+the GNU General Public License for most of our software; it applies
+also to any other work released this way by its authors.  You can apply
+it to your programs, too.
+
+   When we speak of free software, we are referring to freedom, not
+price.  Our General Public Licenses are designed to make sure that you
+have the freedom to distribute copies of free software (and charge for
+them if you wish), that you receive source code or can get it if you
+want it, that you can change the software or use pieces of it in new
+free programs, and that you know you can do these things.
+
+   To protect your rights, we need to prevent others from denying you
+these rights or asking you to surrender the rights.  Therefore, you
+have certain responsibilities if you distribute copies of the software,
+or if you modify it: responsibilities to respect the freedom of others.
+
+   For example, if you distribute copies of such a program, whether
+gratis or for a fee, you must pass on to the recipients the same
+freedoms that you received.  You must make sure that they, too, receive
+or can get the source code.  And you must show them these terms so they
+know their rights.
+
+   Developers that use the GNU GPL protect your rights with two steps:
+(1) assert copyright on the software, and (2) offer you this License
+giving you legal permission to copy, distribute and/or modify it.
+
+   For the developers' and authors' protection, the GPL clearly explains
+that there is no warranty for this free software.  For both users' and
+authors' sake, the GPL requires that modified versions be marked as
+changed, so that their problems will not be attributed erroneously to
+authors of previous versions.
+
+   Some devices are designed to deny users access to install or run
+modified versions of the software inside them, although the
+manufacturer can do so.  This is fundamentally incompatible with the
+aim of protecting users' freedom to change the software.  The
+systematic pattern of such abuse occurs in the area of products for
+individuals to use, which is precisely where it is most unacceptable.
+Therefore, we have designed this version of the GPL to prohibit the
+practice for those products.  If such problems arise substantially in
+other domains, we stand ready to extend this provision to those domains
+in future versions of the GPL, as needed to protect the freedom of
+users.
+
+   Finally, every program is threatened constantly by software patents.
+States should not allow patents to restrict development and use of
+software on general-purpose computers, but in those that do, we wish to
+avoid the special danger that patents applied to a free program could
+make it effectively proprietary.  To prevent this, the GPL assures that
+patents cannot be used to render the program non-free.
+
+   The precise terms and conditions for copying, distribution and
+modification follow.
+
+TERMS AND CONDITIONS
+====================
+
+  0. Definitions.
+
+     "This License" refers to version 3 of the GNU General Public
+     License.
+
+     "Copyright" also means copyright-like laws that apply to other
+     kinds of works, such as semiconductor masks.
+
+     "The Program" refers to any copyrightable work licensed under this
+     License.  Each licensee is addressed as "you".  "Licensees" and
+     "recipients" may be individuals or organizations.
+
+     To "modify" a work means to copy from or adapt all or part of the
+     work in a fashion requiring copyright permission, other than the
+     making of an exact copy.  The resulting work is called a "modified
+     version" of the earlier work or a work "based on" the earlier work.
+
+     A "covered work" means either the unmodified Program or a work
+     based on the Program.
+
+     To "propagate" a work means to do anything with it that, without
+     permission, would make you directly or secondarily liable for
+     infringement under applicable copyright law, except executing it
+     on a computer or modifying a private copy.  Propagation includes
+     copying, distribution (with or without modification), making
+     available to the public, and in some countries other activities as
+     well.
+
+     To "convey" a work means any kind of propagation that enables other
+     parties to make or receive copies.  Mere interaction with a user
+     through a computer network, with no transfer of a copy, is not
+     conveying.
+
+     An interactive user interface displays "Appropriate Legal Notices"
+     to the extent that it includes a convenient and prominently visible
+     feature that (1) displays an appropriate copyright notice, and (2)
+     tells the user that there is no warranty for the work (except to
+     the extent that warranties are provided), that licensees may
+     convey the work under this License, and how to view a copy of this
+     License.  If the interface presents a list of user commands or
+     options, such as a menu, a prominent item in the list meets this
+     criterion.
+
+  1. Source Code.
+
+     The "source code" for a work means the preferred form of the work
+     for making modifications to it.  "Object code" means any
+     non-source form of a work.
+
+     A "Standard Interface" means an interface that either is an
+     official standard defined by a recognized standards body, or, in
+     the case of interfaces specified for a particular programming
+     language, one that is widely used among developers working in that
+     language.
+
+     The "System Libraries" of an executable work include anything,
+     other than the work as a whole, that (a) is included in the normal
+     form of packaging a Major Component, but which is not part of that
+     Major Component, and (b) serves only to enable use of the work
+     with that Major Component, or to implement a Standard Interface
+     for which an implementation is available to the public in source
+     code form.  A "Major Component", in this context, means a major
+     essential component (kernel, window system, and so on) of the
+     specific operating system (if any) on which the executable work
+     runs, or a compiler used to produce the work, or an object code
+     interpreter used to run it.
+
+     The "Corresponding Source" for a work in object code form means all
+     the source code needed to generate, install, and (for an executable
+     work) run the object code and to modify the work, including
+     scripts to control those activities.  However, it does not include
+     the work's System Libraries, or general-purpose tools or generally
+     available free programs which are used unmodified in performing
+     those activities but which are not part of the work.  For example,
+     Corresponding Source includes interface definition files
+     associated with source files for the work, and the source code for
+     shared libraries and dynamically linked subprograms that the work
+     is specifically designed to require, such as by intimate data
+     communication or control flow between those subprograms and other
+     parts of the work.
+
+     The Corresponding Source need not include anything that users can
+     regenerate automatically from other parts of the Corresponding
+     Source.
+
+     The Corresponding Source for a work in source code form is that
+     same work.
+
+  2. Basic Permissions.
+
+     All rights granted under this License are granted for the term of
+     copyright on the Program, and are irrevocable provided the stated
+     conditions are met.  This License explicitly affirms your unlimited
+     permission to run the unmodified Program.  The output from running
+     a covered work is covered by this License only if the output,
+     given its content, constitutes a covered work.  This License
+     acknowledges your rights of fair use or other equivalent, as
+     provided by copyright law.
+
+     You may make, run and propagate covered works that you do not
+     convey, without conditions so long as your license otherwise
+     remains in force.  You may convey covered works to others for the
+     sole purpose of having them make modifications exclusively for
+     you, or provide you with facilities for running those works,
+     provided that you comply with the terms of this License in
+     conveying all material for which you do not control copyright.
+     Those thus making or running the covered works for you must do so
+     exclusively on your behalf, under your direction and control, on
+     terms that prohibit them from making any copies of your
+     copyrighted material outside their relationship with you.
+
+     Conveying under any other circumstances is permitted solely under
+     the conditions stated below.  Sublicensing is not allowed; section
+     10 makes it unnecessary.
+
+  3. Protecting Users' Legal Rights From Anti-Circumvention Law.
+
+     No covered work shall be deemed part of an effective technological
+     measure under any applicable law fulfilling obligations under
+     article 11 of the WIPO copyright treaty adopted on 20 December
+     1996, or similar laws prohibiting or restricting circumvention of
+     such measures.
+
+     When you convey a covered work, you waive any legal power to forbid
+     circumvention of technological measures to the extent such
+     circumvention is effected by exercising rights under this License
+     with respect to the covered work, and you disclaim any intention
+     to limit operation or modification of the work as a means of
+     enforcing, against the work's users, your or third parties' legal
+     rights to forbid circumvention of technological measures.
+
+  4. Conveying Verbatim Copies.
+
+     You may convey verbatim copies of the Program's source code as you
+     receive it, in any medium, provided that you conspicuously and
+     appropriately publish on each copy an appropriate copyright notice;
+     keep intact all notices stating that this License and any
+     non-permissive terms added in accord with section 7 apply to the
+     code; keep intact all notices of the absence of any warranty; and
+     give all recipients a copy of this License along with the Program.
+
+     You may charge any price or no price for each copy that you convey,
+     and you may offer support or warranty protection for a fee.
+
+  5. Conveying Modified Source Versions.
+
+     You may convey a work based on the Program, or the modifications to
+     produce it from the Program, in the form of source code under the
+     terms of section 4, provided that you also meet all of these
+     conditions:
+
+       a. The work must carry prominent notices stating that you
+          modified it, and giving a relevant date.
+
+       b. The work must carry prominent notices stating that it is
+          released under this License and any conditions added under
+          section 7.  This requirement modifies the requirement in
+          section 4 to "keep intact all notices".
+
+       c. You must license the entire work, as a whole, under this
+          License to anyone who comes into possession of a copy.  This
+          License will therefore apply, along with any applicable
+          section 7 additional terms, to the whole of the work, and all
+          its parts, regardless of how they are packaged.  This License
+          gives no permission to license the work in any other way, but
+          it does not invalidate such permission if you have separately
+          received it.
+
+       d. If the work has interactive user interfaces, each must display
+          Appropriate Legal Notices; however, if the Program has
+          interactive interfaces that do not display Appropriate Legal
+          Notices, your work need not make them do so.
+
+     A compilation of a covered work with other separate and independent
+     works, which are not by their nature extensions of the covered
+     work, and which are not combined with it such as to form a larger
+     program, in or on a volume of a storage or distribution medium, is
+     called an "aggregate" if the compilation and its resulting
+     copyright are not used to limit the access or legal rights of the
+     compilation's users beyond what the individual works permit.
+     Inclusion of a covered work in an aggregate does not cause this
+     License to apply to the other parts of the aggregate.
+
+  6. Conveying Non-Source Forms.
+
+     You may convey a covered work in object code form under the terms
+     of sections 4 and 5, provided that you also convey the
+     machine-readable Corresponding Source under the terms of this
+     License, in one of these ways:
+
+       a. Convey the object code in, or embodied in, a physical product
+          (including a physical distribution medium), accompanied by the
+          Corresponding Source fixed on a durable physical medium
+          customarily used for software interchange.
+
+       b. Convey the object code in, or embodied in, a physical product
+          (including a physical distribution medium), accompanied by a
+          written offer, valid for at least three years and valid for
+          as long as you offer spare parts or customer support for that
+          product model, to give anyone who possesses the object code
+          either (1) a copy of the Corresponding Source for all the
+          software in the product that is covered by this License, on a
+          durable physical medium customarily used for software
+          interchange, for a price no more than your reasonable cost of
+          physically performing this conveying of source, or (2) access
+          to copy the Corresponding Source from a network server at no
+          charge.
+
+       c. Convey individual copies of the object code with a copy of
+          the written offer to provide the Corresponding Source.  This
+          alternative is allowed only occasionally and noncommercially,
+          and only if you received the object code with such an offer,
+          in accord with subsection 6b.
+
+       d. Convey the object code by offering access from a designated
+          place (gratis or for a charge), and offer equivalent access
+          to the Corresponding Source in the same way through the same
+          place at no further charge.  You need not require recipients
+          to copy the Corresponding Source along with the object code.
+          If the place to copy the object code is a network server, the
+          Corresponding Source may be on a different server (operated
+          by you or a third party) that supports equivalent copying
+          facilities, provided you maintain clear directions next to
+          the object code saying where to find the Corresponding Source.
+          Regardless of what server hosts the Corresponding Source, you
+          remain obligated to ensure that it is available for as long
+          as needed to satisfy these requirements.
+
+       e. Convey the object code using peer-to-peer transmission,
+          provided you inform other peers where the object code and
+          Corresponding Source of the work are being offered to the
+          general public at no charge under subsection 6d.
+
+
+     A separable portion of the object code, whose source code is
+     excluded from the Corresponding Source as a System Library, need
+     not be included in conveying the object code work.
+
+     A "User Product" is either (1) a "consumer product", which means
+     any tangible personal property which is normally used for personal,
+     family, or household purposes, or (2) anything designed or sold for
+     incorporation into a dwelling.  In determining whether a product
+     is a consumer product, doubtful cases shall be resolved in favor of
+     coverage.  For a particular product received by a particular user,
+     "normally used" refers to a typical or common use of that class of
+     product, regardless of the status of the particular user or of the
+     way in which the particular user actually uses, or expects or is
+     expected to use, the product.  A product is a consumer product
+     regardless of whether the product has substantial commercial,
+     industrial or non-consumer uses, unless such uses represent the
+     only significant mode of use of the product.
+
+     "Installation Information" for a User Product means any methods,
+     procedures, authorization keys, or other information required to
+     install and execute modified versions of a covered work in that
+     User Product from a modified version of its Corresponding Source.
+     The information must suffice to ensure that the continued
+     functioning of the modified object code is in no case prevented or
+     interfered with solely because modification has been made.
+
+     If you convey an object code work under this section in, or with,
+     or specifically for use in, a User Product, and the conveying
+     occurs as part of a transaction in which the right of possession
+     and use of the User Product is transferred to the recipient in
+     perpetuity or for a fixed term (regardless of how the transaction
+     is characterized), the Corresponding Source conveyed under this
+     section must be accompanied by the Installation Information.  But
+     this requirement does not apply if neither you nor any third party
+     retains the ability to install modified object code on the User
+     Product (for example, the work has been installed in ROM).
+
+     The requirement to provide Installation Information does not
+     include a requirement to continue to provide support service,
+     warranty, or updates for a work that has been modified or
+     installed by the recipient, or for the User Product in which it
+     has been modified or installed.  Access to a network may be denied
+     when the modification itself materially and adversely affects the
+     operation of the network or violates the rules and protocols for
+     communication across the network.
+
+     Corresponding Source conveyed, and Installation Information
+     provided, in accord with this section must be in a format that is
+     publicly documented (and with an implementation available to the
+     public in source code form), and must require no special password
+     or key for unpacking, reading or copying.
+
+  7. Additional Terms.
+
+     "Additional permissions" are terms that supplement the terms of
+     this License by making exceptions from one or more of its
+     conditions.  Additional permissions that are applicable to the
+     entire Program shall be treated as though they were included in
+     this License, to the extent that they are valid under applicable
+     law.  If additional permissions apply only to part of the Program,
+     that part may be used separately under those permissions, but the
+     entire Program remains governed by this License without regard to
+     the additional permissions.
+
+     When you convey a copy of a covered work, you may at your option
+     remove any additional permissions from that copy, or from any part
+     of it.  (Additional permissions may be written to require their own
+     removal in certain cases when you modify the work.)  You may place
+     additional permissions on material, added by you to a covered work,
+     for which you have or can give appropriate copyright permission.
+
+     Notwithstanding any other provision of this License, for material
+     you add to a covered work, you may (if authorized by the copyright
+     holders of that material) supplement the terms of this License
+     with terms:
+
+       a. Disclaiming warranty or limiting liability differently from
+          the terms of sections 15 and 16 of this License; or
+
+       b. Requiring preservation of specified reasonable legal notices
+          or author attributions in that material or in the Appropriate
+          Legal Notices displayed by works containing it; or
+
+       c. Prohibiting misrepresentation of the origin of that material,
+          or requiring that modified versions of such material be
+          marked in reasonable ways as different from the original
+          version; or
+
+       d. Limiting the use for publicity purposes of names of licensors
+          or authors of the material; or
+
+       e. Declining to grant rights under trademark law for use of some
+          trade names, trademarks, or service marks; or
+
+       f. Requiring indemnification of licensors and authors of that
+          material by anyone who conveys the material (or modified
+          versions of it) with contractual assumptions of liability to
+          the recipient, for any liability that these contractual
+          assumptions directly impose on those licensors and authors.
+
+     All other non-permissive additional terms are considered "further
+     restrictions" within the meaning of section 10.  If the Program as
+     you received it, or any part of it, contains a notice stating that
+     it is governed by this License along with a term that is a further
+     restriction, you may remove that term.  If a license document
+     contains a further restriction but permits relicensing or
+     conveying under this License, you may add to a covered work
+     material governed by the terms of that license document, provided
+     that the further restriction does not survive such relicensing or
+     conveying.
+
+     If you add terms to a covered work in accord with this section, you
+     must place, in the relevant source files, a statement of the
+     additional terms that apply to those files, or a notice indicating
+     where to find the applicable terms.
+
+     Additional terms, permissive or non-permissive, may be stated in
+     the form of a separately written license, or stated as exceptions;
+     the above requirements apply either way.
+
+  8. Termination.
+
+     You may not propagate or modify a covered work except as expressly
+     provided under this License.  Any attempt otherwise to propagate or
+     modify it is void, and will automatically terminate your rights
+     under this License (including any patent licenses granted under
+     the third paragraph of section 11).
+
+     However, if you cease all violation of this License, then your
+     license from a particular copyright holder is reinstated (a)
+     provisionally, unless and until the copyright holder explicitly
+     and finally terminates your license, and (b) permanently, if the
+     copyright holder fails to notify you of the violation by some
+     reasonable means prior to 60 days after the cessation.
+
+     Moreover, your license from a particular copyright holder is
+     reinstated permanently if the copyright holder notifies you of the
+     violation by some reasonable means, this is the first time you have
+     received notice of violation of this License (for any work) from
+     that copyright holder, and you cure the violation prior to 30 days
+     after your receipt of the notice.
+
+     Termination of your rights under this section does not terminate
+     the licenses of parties who have received copies or rights from
+     you under this License.  If your rights have been terminated and
+     not permanently reinstated, you do not qualify to receive new
+     licenses for the same material under section 10.
+
+  9. Acceptance Not Required for Having Copies.
+
+     You are not required to accept this License in order to receive or
+     run a copy of the Program.  Ancillary propagation of a covered work
+     occurring solely as a consequence of using peer-to-peer
+     transmission to receive a copy likewise does not require
+     acceptance.  However, nothing other than this License grants you
+     permission to propagate or modify any covered work.  These actions
+     infringe copyright if you do not accept this License.  Therefore,
+     by modifying or propagating a covered work, you indicate your
+     acceptance of this License to do so.
+
+ 10. Automatic Licensing of Downstream Recipients.
+
+     Each time you convey a covered work, the recipient automatically
+     receives a license from the original licensors, to run, modify and
+     propagate that work, subject to this License.  You are not
+     responsible for enforcing compliance by third parties with this
+     License.
+
+     An "entity transaction" is a transaction transferring control of an
+     organization, or substantially all assets of one, or subdividing an
+     organization, or merging organizations.  If propagation of a
+     covered work results from an entity transaction, each party to that
+     transaction who receives a copy of the work also receives whatever
+     licenses to the work the party's predecessor in interest had or
+     could give under the previous paragraph, plus a right to
+     possession of the Corresponding Source of the work from the
+     predecessor in interest, if the predecessor has it or can get it
+     with reasonable efforts.
+
+     You may not impose any further restrictions on the exercise of the
+     rights granted or affirmed under this License.  For example, you
+     may not impose a license fee, royalty, or other charge for
+     exercise of rights granted under this License, and you may not
+     initiate litigation (including a cross-claim or counterclaim in a
+     lawsuit) alleging that any patent claim is infringed by making,
+     using, selling, offering for sale, or importing the Program or any
+     portion of it.
+
+ 11. Patents.
+
+     A "contributor" is a copyright holder who authorizes use under this
+     License of the Program or a work on which the Program is based.
+     The work thus licensed is called the contributor's "contributor
+     version".
+
+     A contributor's "essential patent claims" are all patent claims
+     owned or controlled by the contributor, whether already acquired or
+     hereafter acquired, that would be infringed by some manner,
+     permitted by this License, of making, using, or selling its
+     contributor version, but do not include claims that would be
+     infringed only as a consequence of further modification of the
+     contributor version.  For purposes of this definition, "control"
+     includes the right to grant patent sublicenses in a manner
+     consistent with the requirements of this License.
+
+     Each contributor grants you a non-exclusive, worldwide,
+     royalty-free patent license under the contributor's essential
+     patent claims, to make, use, sell, offer for sale, import and
+     otherwise run, modify and propagate the contents of its
+     contributor version.
+
+     In the following three paragraphs, a "patent license" is any
+     express agreement or commitment, however denominated, not to
+     enforce a patent (such as an express permission to practice a
+     patent or covenant not to sue for patent infringement).  To
+     "grant" such a patent license to a party means to make such an
+     agreement or commitment not to enforce a patent against the party.
+
+     If you convey a covered work, knowingly relying on a patent
+     license, and the Corresponding Source of the work is not available
+     for anyone to copy, free of charge and under the terms of this
+     License, through a publicly available network server or other
+     readily accessible means, then you must either (1) cause the
+     Corresponding Source to be so available, or (2) arrange to deprive
+     yourself of the benefit of the patent license for this particular
+     work, or (3) arrange, in a manner consistent with the requirements
+     of this License, to extend the patent license to downstream
+     recipients.  "Knowingly relying" means you have actual knowledge
+     that, but for the patent license, your conveying the covered work
+     in a country, or your recipient's use of the covered work in a
+     country, would infringe one or more identifiable patents in that
+     country that you have reason to believe are valid.
+
+     If, pursuant to or in connection with a single transaction or
+     arrangement, you convey, or propagate by procuring conveyance of, a
+     covered work, and grant a patent license to some of the parties
+     receiving the covered work authorizing them to use, propagate,
+     modify or convey a specific copy of the covered work, then the
+     patent license you grant is automatically extended to all
+     recipients of the covered work and works based on it.
+
+     A patent license is "discriminatory" if it does not include within
+     the scope of its coverage, prohibits the exercise of, or is
+     conditioned on the non-exercise of one or more of the rights that
+     are specifically granted under this License.  You may not convey a
+     covered work if you are a party to an arrangement with a third
+     party that is in the business of distributing software, under
+     which you make payment to the third party based on the extent of
+     your activity of conveying the work, and under which the third
+     party grants, to any of the parties who would receive the covered
+     work from you, a discriminatory patent license (a) in connection
+     with copies of the covered work conveyed by you (or copies made
+     from those copies), or (b) primarily for and in connection with
+     specific products or compilations that contain the covered work,
+     unless you entered into that arrangement, or that patent license
+     was granted, prior to 28 March 2007.
+
+     Nothing in this License shall be construed as excluding or limiting
+     any implied license or other defenses to infringement that may
+     otherwise be available to you under applicable patent law.
+
+ 12. No Surrender of Others' Freedom.
+
+     If conditions are imposed on you (whether by court order,
+     agreement or otherwise) that contradict the conditions of this
+     License, they do not excuse you from the conditions of this
+     License.  If you cannot convey a covered work so as to satisfy
+     simultaneously your obligations under this License and any other
+     pertinent obligations, then as a consequence you may not convey it
+     at all.  For example, if you agree to terms that obligate you to
+     collect a royalty for further conveying from those to whom you
+     convey the Program, the only way you could satisfy both those
+     terms and this License would be to refrain entirely from conveying
+     the Program.
+
+ 13. Use with the GNU Affero General Public License.
+
+     Notwithstanding any other provision of this License, you have
+     permission to link or combine any covered work with a work licensed
+     under version 3 of the GNU Affero General Public License into a
+     single combined work, and to convey the resulting work.  The terms
+     of this License will continue to apply to the part which is the
+     covered work, but the special requirements of the GNU Affero
+     General Public License, section 13, concerning interaction through
+     a network will apply to the combination as such.
+
+ 14. Revised Versions of this License.
+
+     The Free Software Foundation may publish revised and/or new
+     versions of the GNU General Public License from time to time.
+     Such new versions will be similar in spirit to the present
+     version, but may differ in detail to address new problems or
+     concerns.
+
+     Each version is given a distinguishing version number.  If the
+     Program specifies that a certain numbered version of the GNU
+     General Public License "or any later version" applies to it, you
+     have the option of following the terms and conditions either of
+     that numbered version or of any later version published by the
+     Free Software Foundation.  If the Program does not specify a
+     version number of the GNU General Public License, you may choose
+     any version ever published by the Free Software Foundation.
+
+     If the Program specifies that a proxy can decide which future
+     versions of the GNU General Public License can be used, that
+     proxy's public statement of acceptance of a version permanently
+     authorizes you to choose that version for the Program.
+
+     Later license versions may give you additional or different
+     permissions.  However, no additional obligations are imposed on any
+     author or copyright holder as a result of your choosing to follow a
+     later version.
+
+ 15. Disclaimer of Warranty.
+
+     THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
+     APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE
+     COPYRIGHT HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS"
+     WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED,
+     INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
+     MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.  THE ENTIRE
+     RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH YOU.
+     SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF ALL
+     NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+ 16. Limitation of Liability.
+
+     IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN
+     WRITING WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES
+     AND/OR CONVEYS THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU
+     FOR DAMAGES, INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR
+     CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE
+     THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA
+     BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+     PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER
+     PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF
+     THE POSSIBILITY OF SUCH DAMAGES.
+
+ 17. Interpretation of Sections 15 and 16.
+
+     If the disclaimer of warranty and limitation of liability provided
+     above cannot be given local legal effect according to their terms,
+     reviewing courts shall apply local law that most closely
+     approximates an absolute waiver of all civil liability in
+     connection with the Program, unless a warranty or assumption of
+     liability accompanies a copy of the Program in return for a fee.
+
+
+END OF TERMS AND CONDITIONS
+===========================
+
+How to Apply These Terms to Your New Programs
+=============================================
+
+If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these
+terms.
+
+   To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least the
+"copyright" line and a pointer to where the full notice is found.
+
+     ONE LINE TO GIVE THE PROGRAM'S NAME AND A BRIEF IDEA OF WHAT IT DOES.
+     Copyright (C) YEAR NAME OF AUTHOR
+
+     This program is free software: you can redistribute it and/or modify
+     it under the terms of the GNU General Public License as published by
+     the Free Software Foundation, either version 3 of the License, or (at
+     your option) any later version.
+
+     This program is distributed in the hope that it will be useful, but
+     WITHOUT ANY WARRANTY; without even the implied warranty of
+     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+     General Public License for more details.
+
+     You should have received a copy of the GNU General Public License
+     along with this program.  If not, see `http://www.gnu.org/licenses/'.
+
+   Also add information on how to contact you by electronic and paper
+mail.
+
+   If the program does terminal interaction, make it output a short
+notice like this when it starts in an interactive mode:
+
+     PROGRAM Copyright (C) YEAR NAME OF AUTHOR
+     This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+     This is free software, and you are welcome to redistribute it
+     under certain conditions; type `show c' for details.
+
+   The hypothetical commands `show w' and `show c' should show the
+appropriate parts of the General Public License.  Of course, your
+program's commands might be different; for a GUI interface, you would
+use an "about box".
+
+   You should also get your employer (if you work as a programmer) or
+school, if any, to sign a "copyright disclaimer" for the program, if
+necessary.  For more information on this, and how to apply and follow
+the GNU GPL, see `http://www.gnu.org/licenses/'.
+
+   The GNU General Public License does not permit incorporating your
+program into proprietary programs.  If your program is a subroutine
+library, you may consider it more useful to permit linking proprietary
+applications with the library.  If this is what you want to do, use the
+GNU Lesser General Public License instead of this License.  But first,
+please read `http://www.gnu.org/philosophy/why-not-lgpl.html'.
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/pkg/mfile-basic-test/DESCRIPTION	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,12 @@
+Name: mfile-basic-test
+Version: 0.1.0
+Date: 2017-12-07
+Author: hopefully various authors
+Maintainer: hopefully some of those authors.
+Title: Basic Example Package
+Description: Basic package structure with only m-files.
+Depends: octave (>= 4.2.1)
+License: GPLv3+
+# BuildRequires:
+# SystemRequirements:
+# Url: external homepage
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/pkg/mfile-basic-test/INDEX	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,3 @@
+mfile-basic-example-package >> Basic Example Package.
+Example m-file
+ example_mfile
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/pkg/mfile-basic-test/NEWS	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,4 @@
+mfile-basic-example-package 0.1.0
+---------------------------------
+
+* Initial version
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/pkg/mfile-basic-test/doc/example-package.txi	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,89 @@
+\input texinfo
+@c %**start of header
+@setfilename example-package.info
+@settitle example-package_doc
+@c %**end of header
+
+@c Nowadays the predined function index has entries for each @deftypefn
+@c in additiont to each @findex.
+@defcodeindex mfn
+
+@copying
+Manual for the example-package for Octave.
+
+Copyright @copyright{} 2017-2018 @email{Olaf Till <i7tiol@@t-online.de>}
+
+You can redistribute this documentation and/or modify it under the terms
+of the GNU General Public License as published by the Free Software
+Foundation; either version 3 of the License, or (at your option) any
+later version.
+
+This documentation is distributed in the hope that it will be useful,
+but WITHOUT ANY WARRANTY; without even the implied warranty of
+MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General
+Public License for more details.
+
+You should have received a copy of the GNU General Public License along
+with this documentation; if not, see <http://www.gnu.org/licenses/>.
+@end copying
+
+@include macros.texi
+
+@titlepage
+@title Manual for the example-package for Octave
+@page
+@vskip 0pt plus 1filll
+@insertcopying
+@end titlepage
+
+@c No table of contents. The table would occupy most of the top node in
+@c html and IMHO misleads the user to use the table instead of the menu
+@c structure of the nodes, which would let some information unused.
+@c
+@c @contents
+
+@c ------------------------------------------------------------------
+
+@node Top
+@top Manual for the example-package for Octave
+
+This documentation applies to version @PACKAGEVERSION of the
+example-package.
+
+This is a template simple m-file based package for users.
+
+Normally, a package manual should be structured and should contain more
+than just the helptexts of the functions.
+
+@menu
+Functions
+* example_mfile::                     Placeholder for an mfile.
+Indices
+* Function index::                    Index of functions.
+* Concept index::                     Concept index.
+@end menu
+
+@c ------------------------------------------------------------------
+
+@node example_mfile
+@chapter Placeholder for an mfile
+@mfnindex example_mfile
+
+@c include function helptext here
+@DOCSTRING(example_mfile)
+
+@c ------------------------------------------------------------------
+
+@node Function index
+@unnumbered Index of functions in example-package
+
+@printindex mfn
+
+@c ------------------------------------------------------------------
+
+@node Concept index
+@unnumbered Concept index
+
+@printindex cp
+
+@bye
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/pkg/mfile-basic-test/doc/macros.texi	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,94 @@
+@c ---------------------------------------------------------------------
+@c
+@c Copyright (C) 2012-2024 The Octave Project Developers
+@c See the file COPYRIGHT.md in the top-level directory of this
+@c or <https://octave.org/copyright/>.
+@c
+@c
+@c This file is part of Octave.
+@c
+@c Octave is free software; you can redistribute it and/or modify it
+@c under the terms of the GNU General Public License as published by the
+@c Free Software Foundation; either version 3 of the License, or (at
+@c your option) any later version.
+@c
+@c Octave is distributed in the hope that it will be useful, but WITHOUT
+@c ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
+@c FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License
+@c for more details.
+@c
+@c You should have received a copy of the GNU General Public License
+@c along with Octave; see the file COPYING.  If not, see
+@c <http://www.gnu.org/licenses/>.
+@c
+@c ---------------------------------------------------------------------
+
+@c The following macro marks words that aspell should ignore during
+@c spellchecking.  Within Texinfo it has no effect as it merely replaces
+@c the macro call with the argument itself.
+
+@macro nospell {arg}
+\arg\
+@end macro
+
+@c The following macro works around the Info/plain text expansion of @code{XXX}
+@c which is `XXX'.  This looks particularly bad when the macro body is
+@c single or double-quoted text, such as a property value `"position"'
+@ifinfo
+@rmacro qcode{arg}
+\arg\
+@end rmacro
+@end ifinfo
+@ifnotinfo
+@rmacro qcode{arg}
+@code{\arg\}
+@end rmacro
+@end ifnotinfo
+
+@c The following macro is used for the on-line help system, but we don't
+@c want lots of `See also: foo, bar, and baz' strings cluttering the
+@c printed manual (that information should be in the supporting text for
+@c each group of functions and variables).
+@c
+@c Implementation Note:
+@c For TeX, @vskip produces a nice separation.
+@c For Texinfo, '@sp 1' should work, but in practice produces ugly results
+@c for HTML.  We use a simple blank line to produce the correct behavior.
+
+@macro seealso {args}
+@iftex
+@vskip 2pt
+@end iftex
+@ifnottex
+
+@end ifnottex
+@ifnotinfo
+@noindent
+@strong{See also:} \args\.
+@end ifnotinfo
+@ifinfo
+@noindent
+See also: \args\.
+@end ifinfo
+@end macro
+
+@c The following macro works around a situation where the Info/plain text
+@c expansion of the @code{XXX} macro is `XXX'.  The use of the apostrophe
+@c can be confusing if the code segment itself ends with a transpose operator.
+@ifinfo
+@macro tcode{arg}
+\arg\
+@end macro
+@end ifinfo
+@ifnotinfo
+@macro tcode{arg}
+@code{\arg\}
+@end macro
+@end ifnotinfo
+
+@c FIXME: someday, when Texinfo 5.X is standard, we might replace this with
+@c @backslashchar, which is a new addition to Texinfo.
+
+@macro xbackslashchar
+\\
+@end macro
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/pkg/mfile-basic-test/inst/example_mfile.m	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,41 @@
+########################################################################
+##
+## Copyright (C) 2017-2024 The Octave Project Developers
+##
+## See the file COPYRIGHT.md in the top-level directory of this
+## distribution or <https://octave.org/copyright/>.
+##
+## This program is free software; you can redistribute it and/or
+## modify it under the terms of the GNU General Public License as
+## published by the Free Software Foundation; either version 3 of the
+## License, or (at your option) any later version.
+##
+## This program is distributed in the hope that it will be useful, but
+## WITHOUT ANY WARRANTY; without even the implied warranty of
+## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+## General Public License for more details.
+##
+## You should have received a copy of the GNU General Public License
+## along with this program; if not, see <http://www.gnu.org/licenses/>.
+
+## -*- texinfo -*-
+## @deftypefn {Function File} {@var{ret} =} example_mfile (@var{arg})
+## Placeholder for an mfile function.
+##
+## @var{arg}: argument. @var{ret}: returned value.
+##
+## Although this file is so short, a license text is contained as an
+## example.
+##
+## @seealso{example_open, example_close, example_do_something}
+## @end deftypefn
+
+function ret = example_mfile (arg)
+
+  if (nargin () != 1)
+    print_usage ();
+  endif
+
+  ret = arg;
+
+endfunction
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/pkg/mfile-minimal-test/COPYING	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,719 @@
+Appendix G GNU GENERAL PUBLIC LICENSE
+*************************************
+
+                        Version 3, 29 June 2007
+
+     Copyright (C) 2007 Free Software Foundation, Inc. `http://fsf.org/'
+
+     Everyone is permitted to copy and distribute verbatim copies of this
+     license document, but changing it is not allowed.
+
+Preamble
+========
+
+The GNU General Public License is a free, copyleft license for software
+and other kinds of works.
+
+   The licenses for most software and other practical works are designed
+to take away your freedom to share and change the works.  By contrast,
+the GNU General Public License is intended to guarantee your freedom to
+share and change all versions of a program--to make sure it remains
+free software for all its users.  We, the Free Software Foundation, use
+the GNU General Public License for most of our software; it applies
+also to any other work released this way by its authors.  You can apply
+it to your programs, too.
+
+   When we speak of free software, we are referring to freedom, not
+price.  Our General Public Licenses are designed to make sure that you
+have the freedom to distribute copies of free software (and charge for
+them if you wish), that you receive source code or can get it if you
+want it, that you can change the software or use pieces of it in new
+free programs, and that you know you can do these things.
+
+   To protect your rights, we need to prevent others from denying you
+these rights or asking you to surrender the rights.  Therefore, you
+have certain responsibilities if you distribute copies of the software,
+or if you modify it: responsibilities to respect the freedom of others.
+
+   For example, if you distribute copies of such a program, whether
+gratis or for a fee, you must pass on to the recipients the same
+freedoms that you received.  You must make sure that they, too, receive
+or can get the source code.  And you must show them these terms so they
+know their rights.
+
+   Developers that use the GNU GPL protect your rights with two steps:
+(1) assert copyright on the software, and (2) offer you this License
+giving you legal permission to copy, distribute and/or modify it.
+
+   For the developers' and authors' protection, the GPL clearly explains
+that there is no warranty for this free software.  For both users' and
+authors' sake, the GPL requires that modified versions be marked as
+changed, so that their problems will not be attributed erroneously to
+authors of previous versions.
+
+   Some devices are designed to deny users access to install or run
+modified versions of the software inside them, although the
+manufacturer can do so.  This is fundamentally incompatible with the
+aim of protecting users' freedom to change the software.  The
+systematic pattern of such abuse occurs in the area of products for
+individuals to use, which is precisely where it is most unacceptable.
+Therefore, we have designed this version of the GPL to prohibit the
+practice for those products.  If such problems arise substantially in
+other domains, we stand ready to extend this provision to those domains
+in future versions of the GPL, as needed to protect the freedom of
+users.
+
+   Finally, every program is threatened constantly by software patents.
+States should not allow patents to restrict development and use of
+software on general-purpose computers, but in those that do, we wish to
+avoid the special danger that patents applied to a free program could
+make it effectively proprietary.  To prevent this, the GPL assures that
+patents cannot be used to render the program non-free.
+
+   The precise terms and conditions for copying, distribution and
+modification follow.
+
+TERMS AND CONDITIONS
+====================
+
+  0. Definitions.
+
+     "This License" refers to version 3 of the GNU General Public
+     License.
+
+     "Copyright" also means copyright-like laws that apply to other
+     kinds of works, such as semiconductor masks.
+
+     "The Program" refers to any copyrightable work licensed under this
+     License.  Each licensee is addressed as "you".  "Licensees" and
+     "recipients" may be individuals or organizations.
+
+     To "modify" a work means to copy from or adapt all or part of the
+     work in a fashion requiring copyright permission, other than the
+     making of an exact copy.  The resulting work is called a "modified
+     version" of the earlier work or a work "based on" the earlier work.
+
+     A "covered work" means either the unmodified Program or a work
+     based on the Program.
+
+     To "propagate" a work means to do anything with it that, without
+     permission, would make you directly or secondarily liable for
+     infringement under applicable copyright law, except executing it
+     on a computer or modifying a private copy.  Propagation includes
+     copying, distribution (with or without modification), making
+     available to the public, and in some countries other activities as
+     well.
+
+     To "convey" a work means any kind of propagation that enables other
+     parties to make or receive copies.  Mere interaction with a user
+     through a computer network, with no transfer of a copy, is not
+     conveying.
+
+     An interactive user interface displays "Appropriate Legal Notices"
+     to the extent that it includes a convenient and prominently visible
+     feature that (1) displays an appropriate copyright notice, and (2)
+     tells the user that there is no warranty for the work (except to
+     the extent that warranties are provided), that licensees may
+     convey the work under this License, and how to view a copy of this
+     License.  If the interface presents a list of user commands or
+     options, such as a menu, a prominent item in the list meets this
+     criterion.
+
+  1. Source Code.
+
+     The "source code" for a work means the preferred form of the work
+     for making modifications to it.  "Object code" means any
+     non-source form of a work.
+
+     A "Standard Interface" means an interface that either is an
+     official standard defined by a recognized standards body, or, in
+     the case of interfaces specified for a particular programming
+     language, one that is widely used among developers working in that
+     language.
+
+     The "System Libraries" of an executable work include anything,
+     other than the work as a whole, that (a) is included in the normal
+     form of packaging a Major Component, but which is not part of that
+     Major Component, and (b) serves only to enable use of the work
+     with that Major Component, or to implement a Standard Interface
+     for which an implementation is available to the public in source
+     code form.  A "Major Component", in this context, means a major
+     essential component (kernel, window system, and so on) of the
+     specific operating system (if any) on which the executable work
+     runs, or a compiler used to produce the work, or an object code
+     interpreter used to run it.
+
+     The "Corresponding Source" for a work in object code form means all
+     the source code needed to generate, install, and (for an executable
+     work) run the object code and to modify the work, including
+     scripts to control those activities.  However, it does not include
+     the work's System Libraries, or general-purpose tools or generally
+     available free programs which are used unmodified in performing
+     those activities but which are not part of the work.  For example,
+     Corresponding Source includes interface definition files
+     associated with source files for the work, and the source code for
+     shared libraries and dynamically linked subprograms that the work
+     is specifically designed to require, such as by intimate data
+     communication or control flow between those subprograms and other
+     parts of the work.
+
+     The Corresponding Source need not include anything that users can
+     regenerate automatically from other parts of the Corresponding
+     Source.
+
+     The Corresponding Source for a work in source code form is that
+     same work.
+
+  2. Basic Permissions.
+
+     All rights granted under this License are granted for the term of
+     copyright on the Program, and are irrevocable provided the stated
+     conditions are met.  This License explicitly affirms your unlimited
+     permission to run the unmodified Program.  The output from running
+     a covered work is covered by this License only if the output,
+     given its content, constitutes a covered work.  This License
+     acknowledges your rights of fair use or other equivalent, as
+     provided by copyright law.
+
+     You may make, run and propagate covered works that you do not
+     convey, without conditions so long as your license otherwise
+     remains in force.  You may convey covered works to others for the
+     sole purpose of having them make modifications exclusively for
+     you, or provide you with facilities for running those works,
+     provided that you comply with the terms of this License in
+     conveying all material for which you do not control copyright.
+     Those thus making or running the covered works for you must do so
+     exclusively on your behalf, under your direction and control, on
+     terms that prohibit them from making any copies of your
+     copyrighted material outside their relationship with you.
+
+     Conveying under any other circumstances is permitted solely under
+     the conditions stated below.  Sublicensing is not allowed; section
+     10 makes it unnecessary.
+
+  3. Protecting Users' Legal Rights From Anti-Circumvention Law.
+
+     No covered work shall be deemed part of an effective technological
+     measure under any applicable law fulfilling obligations under
+     article 11 of the WIPO copyright treaty adopted on 20 December
+     1996, or similar laws prohibiting or restricting circumvention of
+     such measures.
+
+     When you convey a covered work, you waive any legal power to forbid
+     circumvention of technological measures to the extent such
+     circumvention is effected by exercising rights under this License
+     with respect to the covered work, and you disclaim any intention
+     to limit operation or modification of the work as a means of
+     enforcing, against the work's users, your or third parties' legal
+     rights to forbid circumvention of technological measures.
+
+  4. Conveying Verbatim Copies.
+
+     You may convey verbatim copies of the Program's source code as you
+     receive it, in any medium, provided that you conspicuously and
+     appropriately publish on each copy an appropriate copyright notice;
+     keep intact all notices stating that this License and any
+     non-permissive terms added in accord with section 7 apply to the
+     code; keep intact all notices of the absence of any warranty; and
+     give all recipients a copy of this License along with the Program.
+
+     You may charge any price or no price for each copy that you convey,
+     and you may offer support or warranty protection for a fee.
+
+  5. Conveying Modified Source Versions.
+
+     You may convey a work based on the Program, or the modifications to
+     produce it from the Program, in the form of source code under the
+     terms of section 4, provided that you also meet all of these
+     conditions:
+
+       a. The work must carry prominent notices stating that you
+          modified it, and giving a relevant date.
+
+       b. The work must carry prominent notices stating that it is
+          released under this License and any conditions added under
+          section 7.  This requirement modifies the requirement in
+          section 4 to "keep intact all notices".
+
+       c. You must license the entire work, as a whole, under this
+          License to anyone who comes into possession of a copy.  This
+          License will therefore apply, along with any applicable
+          section 7 additional terms, to the whole of the work, and all
+          its parts, regardless of how they are packaged.  This License
+          gives no permission to license the work in any other way, but
+          it does not invalidate such permission if you have separately
+          received it.
+
+       d. If the work has interactive user interfaces, each must display
+          Appropriate Legal Notices; however, if the Program has
+          interactive interfaces that do not display Appropriate Legal
+          Notices, your work need not make them do so.
+
+     A compilation of a covered work with other separate and independent
+     works, which are not by their nature extensions of the covered
+     work, and which are not combined with it such as to form a larger
+     program, in or on a volume of a storage or distribution medium, is
+     called an "aggregate" if the compilation and its resulting
+     copyright are not used to limit the access or legal rights of the
+     compilation's users beyond what the individual works permit.
+     Inclusion of a covered work in an aggregate does not cause this
+     License to apply to the other parts of the aggregate.
+
+  6. Conveying Non-Source Forms.
+
+     You may convey a covered work in object code form under the terms
+     of sections 4 and 5, provided that you also convey the
+     machine-readable Corresponding Source under the terms of this
+     License, in one of these ways:
+
+       a. Convey the object code in, or embodied in, a physical product
+          (including a physical distribution medium), accompanied by the
+          Corresponding Source fixed on a durable physical medium
+          customarily used for software interchange.
+
+       b. Convey the object code in, or embodied in, a physical product
+          (including a physical distribution medium), accompanied by a
+          written offer, valid for at least three years and valid for
+          as long as you offer spare parts or customer support for that
+          product model, to give anyone who possesses the object code
+          either (1) a copy of the Corresponding Source for all the
+          software in the product that is covered by this License, on a
+          durable physical medium customarily used for software
+          interchange, for a price no more than your reasonable cost of
+          physically performing this conveying of source, or (2) access
+          to copy the Corresponding Source from a network server at no
+          charge.
+
+       c. Convey individual copies of the object code with a copy of
+          the written offer to provide the Corresponding Source.  This
+          alternative is allowed only occasionally and noncommercially,
+          and only if you received the object code with such an offer,
+          in accord with subsection 6b.
+
+       d. Convey the object code by offering access from a designated
+          place (gratis or for a charge), and offer equivalent access
+          to the Corresponding Source in the same way through the same
+          place at no further charge.  You need not require recipients
+          to copy the Corresponding Source along with the object code.
+          If the place to copy the object code is a network server, the
+          Corresponding Source may be on a different server (operated
+          by you or a third party) that supports equivalent copying
+          facilities, provided you maintain clear directions next to
+          the object code saying where to find the Corresponding Source.
+          Regardless of what server hosts the Corresponding Source, you
+          remain obligated to ensure that it is available for as long
+          as needed to satisfy these requirements.
+
+       e. Convey the object code using peer-to-peer transmission,
+          provided you inform other peers where the object code and
+          Corresponding Source of the work are being offered to the
+          general public at no charge under subsection 6d.
+
+
+     A separable portion of the object code, whose source code is
+     excluded from the Corresponding Source as a System Library, need
+     not be included in conveying the object code work.
+
+     A "User Product" is either (1) a "consumer product", which means
+     any tangible personal property which is normally used for personal,
+     family, or household purposes, or (2) anything designed or sold for
+     incorporation into a dwelling.  In determining whether a product
+     is a consumer product, doubtful cases shall be resolved in favor of
+     coverage.  For a particular product received by a particular user,
+     "normally used" refers to a typical or common use of that class of
+     product, regardless of the status of the particular user or of the
+     way in which the particular user actually uses, or expects or is
+     expected to use, the product.  A product is a consumer product
+     regardless of whether the product has substantial commercial,
+     industrial or non-consumer uses, unless such uses represent the
+     only significant mode of use of the product.
+
+     "Installation Information" for a User Product means any methods,
+     procedures, authorization keys, or other information required to
+     install and execute modified versions of a covered work in that
+     User Product from a modified version of its Corresponding Source.
+     The information must suffice to ensure that the continued
+     functioning of the modified object code is in no case prevented or
+     interfered with solely because modification has been made.
+
+     If you convey an object code work under this section in, or with,
+     or specifically for use in, a User Product, and the conveying
+     occurs as part of a transaction in which the right of possession
+     and use of the User Product is transferred to the recipient in
+     perpetuity or for a fixed term (regardless of how the transaction
+     is characterized), the Corresponding Source conveyed under this
+     section must be accompanied by the Installation Information.  But
+     this requirement does not apply if neither you nor any third party
+     retains the ability to install modified object code on the User
+     Product (for example, the work has been installed in ROM).
+
+     The requirement to provide Installation Information does not
+     include a requirement to continue to provide support service,
+     warranty, or updates for a work that has been modified or
+     installed by the recipient, or for the User Product in which it
+     has been modified or installed.  Access to a network may be denied
+     when the modification itself materially and adversely affects the
+     operation of the network or violates the rules and protocols for
+     communication across the network.
+
+     Corresponding Source conveyed, and Installation Information
+     provided, in accord with this section must be in a format that is
+     publicly documented (and with an implementation available to the
+     public in source code form), and must require no special password
+     or key for unpacking, reading or copying.
+
+  7. Additional Terms.
+
+     "Additional permissions" are terms that supplement the terms of
+     this License by making exceptions from one or more of its
+     conditions.  Additional permissions that are applicable to the
+     entire Program shall be treated as though they were included in
+     this License, to the extent that they are valid under applicable
+     law.  If additional permissions apply only to part of the Program,
+     that part may be used separately under those permissions, but the
+     entire Program remains governed by this License without regard to
+     the additional permissions.
+
+     When you convey a copy of a covered work, you may at your option
+     remove any additional permissions from that copy, or from any part
+     of it.  (Additional permissions may be written to require their own
+     removal in certain cases when you modify the work.)  You may place
+     additional permissions on material, added by you to a covered work,
+     for which you have or can give appropriate copyright permission.
+
+     Notwithstanding any other provision of this License, for material
+     you add to a covered work, you may (if authorized by the copyright
+     holders of that material) supplement the terms of this License
+     with terms:
+
+       a. Disclaiming warranty or limiting liability differently from
+          the terms of sections 15 and 16 of this License; or
+
+       b. Requiring preservation of specified reasonable legal notices
+          or author attributions in that material or in the Appropriate
+          Legal Notices displayed by works containing it; or
+
+       c. Prohibiting misrepresentation of the origin of that material,
+          or requiring that modified versions of such material be
+          marked in reasonable ways as different from the original
+          version; or
+
+       d. Limiting the use for publicity purposes of names of licensors
+          or authors of the material; or
+
+       e. Declining to grant rights under trademark law for use of some
+          trade names, trademarks, or service marks; or
+
+       f. Requiring indemnification of licensors and authors of that
+          material by anyone who conveys the material (or modified
+          versions of it) with contractual assumptions of liability to
+          the recipient, for any liability that these contractual
+          assumptions directly impose on those licensors and authors.
+
+     All other non-permissive additional terms are considered "further
+     restrictions" within the meaning of section 10.  If the Program as
+     you received it, or any part of it, contains a notice stating that
+     it is governed by this License along with a term that is a further
+     restriction, you may remove that term.  If a license document
+     contains a further restriction but permits relicensing or
+     conveying under this License, you may add to a covered work
+     material governed by the terms of that license document, provided
+     that the further restriction does not survive such relicensing or
+     conveying.
+
+     If you add terms to a covered work in accord with this section, you
+     must place, in the relevant source files, a statement of the
+     additional terms that apply to those files, or a notice indicating
+     where to find the applicable terms.
+
+     Additional terms, permissive or non-permissive, may be stated in
+     the form of a separately written license, or stated as exceptions;
+     the above requirements apply either way.
+
+  8. Termination.
+
+     You may not propagate or modify a covered work except as expressly
+     provided under this License.  Any attempt otherwise to propagate or
+     modify it is void, and will automatically terminate your rights
+     under this License (including any patent licenses granted under
+     the third paragraph of section 11).
+
+     However, if you cease all violation of this License, then your
+     license from a particular copyright holder is reinstated (a)
+     provisionally, unless and until the copyright holder explicitly
+     and finally terminates your license, and (b) permanently, if the
+     copyright holder fails to notify you of the violation by some
+     reasonable means prior to 60 days after the cessation.
+
+     Moreover, your license from a particular copyright holder is
+     reinstated permanently if the copyright holder notifies you of the
+     violation by some reasonable means, this is the first time you have
+     received notice of violation of this License (for any work) from
+     that copyright holder, and you cure the violation prior to 30 days
+     after your receipt of the notice.
+
+     Termination of your rights under this section does not terminate
+     the licenses of parties who have received copies or rights from
+     you under this License.  If your rights have been terminated and
+     not permanently reinstated, you do not qualify to receive new
+     licenses for the same material under section 10.
+
+  9. Acceptance Not Required for Having Copies.
+
+     You are not required to accept this License in order to receive or
+     run a copy of the Program.  Ancillary propagation of a covered work
+     occurring solely as a consequence of using peer-to-peer
+     transmission to receive a copy likewise does not require
+     acceptance.  However, nothing other than this License grants you
+     permission to propagate or modify any covered work.  These actions
+     infringe copyright if you do not accept this License.  Therefore,
+     by modifying or propagating a covered work, you indicate your
+     acceptance of this License to do so.
+
+ 10. Automatic Licensing of Downstream Recipients.
+
+     Each time you convey a covered work, the recipient automatically
+     receives a license from the original licensors, to run, modify and
+     propagate that work, subject to this License.  You are not
+     responsible for enforcing compliance by third parties with this
+     License.
+
+     An "entity transaction" is a transaction transferring control of an
+     organization, or substantially all assets of one, or subdividing an
+     organization, or merging organizations.  If propagation of a
+     covered work results from an entity transaction, each party to that
+     transaction who receives a copy of the work also receives whatever
+     licenses to the work the party's predecessor in interest had or
+     could give under the previous paragraph, plus a right to
+     possession of the Corresponding Source of the work from the
+     predecessor in interest, if the predecessor has it or can get it
+     with reasonable efforts.
+
+     You may not impose any further restrictions on the exercise of the
+     rights granted or affirmed under this License.  For example, you
+     may not impose a license fee, royalty, or other charge for
+     exercise of rights granted under this License, and you may not
+     initiate litigation (including a cross-claim or counterclaim in a
+     lawsuit) alleging that any patent claim is infringed by making,
+     using, selling, offering for sale, or importing the Program or any
+     portion of it.
+
+ 11. Patents.
+
+     A "contributor" is a copyright holder who authorizes use under this
+     License of the Program or a work on which the Program is based.
+     The work thus licensed is called the contributor's "contributor
+     version".
+
+     A contributor's "essential patent claims" are all patent claims
+     owned or controlled by the contributor, whether already acquired or
+     hereafter acquired, that would be infringed by some manner,
+     permitted by this License, of making, using, or selling its
+     contributor version, but do not include claims that would be
+     infringed only as a consequence of further modification of the
+     contributor version.  For purposes of this definition, "control"
+     includes the right to grant patent sublicenses in a manner
+     consistent with the requirements of this License.
+
+     Each contributor grants you a non-exclusive, worldwide,
+     royalty-free patent license under the contributor's essential
+     patent claims, to make, use, sell, offer for sale, import and
+     otherwise run, modify and propagate the contents of its
+     contributor version.
+
+     In the following three paragraphs, a "patent license" is any
+     express agreement or commitment, however denominated, not to
+     enforce a patent (such as an express permission to practice a
+     patent or covenant not to sue for patent infringement).  To
+     "grant" such a patent license to a party means to make such an
+     agreement or commitment not to enforce a patent against the party.
+
+     If you convey a covered work, knowingly relying on a patent
+     license, and the Corresponding Source of the work is not available
+     for anyone to copy, free of charge and under the terms of this
+     License, through a publicly available network server or other
+     readily accessible means, then you must either (1) cause the
+     Corresponding Source to be so available, or (2) arrange to deprive
+     yourself of the benefit of the patent license for this particular
+     work, or (3) arrange, in a manner consistent with the requirements
+     of this License, to extend the patent license to downstream
+     recipients.  "Knowingly relying" means you have actual knowledge
+     that, but for the patent license, your conveying the covered work
+     in a country, or your recipient's use of the covered work in a
+     country, would infringe one or more identifiable patents in that
+     country that you have reason to believe are valid.
+
+     If, pursuant to or in connection with a single transaction or
+     arrangement, you convey, or propagate by procuring conveyance of, a
+     covered work, and grant a patent license to some of the parties
+     receiving the covered work authorizing them to use, propagate,
+     modify or convey a specific copy of the covered work, then the
+     patent license you grant is automatically extended to all
+     recipients of the covered work and works based on it.
+
+     A patent license is "discriminatory" if it does not include within
+     the scope of its coverage, prohibits the exercise of, or is
+     conditioned on the non-exercise of one or more of the rights that
+     are specifically granted under this License.  You may not convey a
+     covered work if you are a party to an arrangement with a third
+     party that is in the business of distributing software, under
+     which you make payment to the third party based on the extent of
+     your activity of conveying the work, and under which the third
+     party grants, to any of the parties who would receive the covered
+     work from you, a discriminatory patent license (a) in connection
+     with copies of the covered work conveyed by you (or copies made
+     from those copies), or (b) primarily for and in connection with
+     specific products or compilations that contain the covered work,
+     unless you entered into that arrangement, or that patent license
+     was granted, prior to 28 March 2007.
+
+     Nothing in this License shall be construed as excluding or limiting
+     any implied license or other defenses to infringement that may
+     otherwise be available to you under applicable patent law.
+
+ 12. No Surrender of Others' Freedom.
+
+     If conditions are imposed on you (whether by court order,
+     agreement or otherwise) that contradict the conditions of this
+     License, they do not excuse you from the conditions of this
+     License.  If you cannot convey a covered work so as to satisfy
+     simultaneously your obligations under this License and any other
+     pertinent obligations, then as a consequence you may not convey it
+     at all.  For example, if you agree to terms that obligate you to
+     collect a royalty for further conveying from those to whom you
+     convey the Program, the only way you could satisfy both those
+     terms and this License would be to refrain entirely from conveying
+     the Program.
+
+ 13. Use with the GNU Affero General Public License.
+
+     Notwithstanding any other provision of this License, you have
+     permission to link or combine any covered work with a work licensed
+     under version 3 of the GNU Affero General Public License into a
+     single combined work, and to convey the resulting work.  The terms
+     of this License will continue to apply to the part which is the
+     covered work, but the special requirements of the GNU Affero
+     General Public License, section 13, concerning interaction through
+     a network will apply to the combination as such.
+
+ 14. Revised Versions of this License.
+
+     The Free Software Foundation may publish revised and/or new
+     versions of the GNU General Public License from time to time.
+     Such new versions will be similar in spirit to the present
+     version, but may differ in detail to address new problems or
+     concerns.
+
+     Each version is given a distinguishing version number.  If the
+     Program specifies that a certain numbered version of the GNU
+     General Public License "or any later version" applies to it, you
+     have the option of following the terms and conditions either of
+     that numbered version or of any later version published by the
+     Free Software Foundation.  If the Program does not specify a
+     version number of the GNU General Public License, you may choose
+     any version ever published by the Free Software Foundation.
+
+     If the Program specifies that a proxy can decide which future
+     versions of the GNU General Public License can be used, that
+     proxy's public statement of acceptance of a version permanently
+     authorizes you to choose that version for the Program.
+
+     Later license versions may give you additional or different
+     permissions.  However, no additional obligations are imposed on any
+     author or copyright holder as a result of your choosing to follow a
+     later version.
+
+ 15. Disclaimer of Warranty.
+
+     THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
+     APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE
+     COPYRIGHT HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS"
+     WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED,
+     INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
+     MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.  THE ENTIRE
+     RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH YOU.
+     SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF ALL
+     NECESSARY SERVICING, REPAIR OR CORRECTION.
+
+ 16. Limitation of Liability.
+
+     IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN
+     WRITING WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES
+     AND/OR CONVEYS THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU
+     FOR DAMAGES, INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR
+     CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE
+     THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA
+     BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
+     PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER
+     PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF
+     THE POSSIBILITY OF SUCH DAMAGES.
+
+ 17. Interpretation of Sections 15 and 16.
+
+     If the disclaimer of warranty and limitation of liability provided
+     above cannot be given local legal effect according to their terms,
+     reviewing courts shall apply local law that most closely
+     approximates an absolute waiver of all civil liability in
+     connection with the Program, unless a warranty or assumption of
+     liability accompanies a copy of the Program in return for a fee.
+
+
+END OF TERMS AND CONDITIONS
+===========================
+
+How to Apply These Terms to Your New Programs
+=============================================
+
+If you develop a new program, and you want it to be of the greatest
+possible use to the public, the best way to achieve this is to make it
+free software which everyone can redistribute and change under these
+terms.
+
+   To do so, attach the following notices to the program.  It is safest
+to attach them to the start of each source file to most effectively
+state the exclusion of warranty; and each file should have at least the
+"copyright" line and a pointer to where the full notice is found.
+
+     ONE LINE TO GIVE THE PROGRAM'S NAME AND A BRIEF IDEA OF WHAT IT DOES.
+     Copyright (C) YEAR NAME OF AUTHOR
+
+     This program is free software: you can redistribute it and/or modify
+     it under the terms of the GNU General Public License as published by
+     the Free Software Foundation, either version 3 of the License, or (at
+     your option) any later version.
+
+     This program is distributed in the hope that it will be useful, but
+     WITHOUT ANY WARRANTY; without even the implied warranty of
+     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
+     General Public License for more details.
+
+     You should have received a copy of the GNU General Public License
+     along with this program.  If not, see `http://www.gnu.org/licenses/'.
+
+   Also add information on how to contact you by electronic and paper
+mail.
+
+   If the program does terminal interaction, make it output a short
+notice like this when it starts in an interactive mode:
+
+     PROGRAM Copyright (C) YEAR NAME OF AUTHOR
+     This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
+     This is free software, and you are welcome to redistribute it
+     under certain conditions; type `show c' for details.
+
+   The hypothetical commands `show w' and `show c' should show the
+appropriate parts of the General Public License.  Of course, your
+program's commands might be different; for a GUI interface, you would
+use an "about box".
+
+   You should also get your employer (if you work as a programmer) or
+school, if any, to sign a "copyright disclaimer" for the program, if
+necessary.  For more information on this, and how to apply and follow
+the GNU GPL, see `http://www.gnu.org/licenses/'.
+
+   The GNU General Public License does not permit incorporating your
+program into proprietary programs.  If your program is a subroutine
+library, you may consider it more useful to permit linking proprietary
+applications with the library.  If this is what you want to do, use the
+GNU Lesser General Public License instead of this License.  But first,
+please read `http://www.gnu.org/philosophy/why-not-lgpl.html'.
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/pkg/mfile-minimal-test/DESCRIPTION	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,13 @@
+Name: mfile-minimal-test
+Version: 0.1.0
+Date: 2017-12-08
+Author: hopefully various authors
+Maintainer: hopefully some of those authors.
+Title: Example Minimal Package
+Description: Minimal package structure with only m-files.
+Depends: octave (>= 4.2.1)
+License: GPLv3+
+Categories: Test
+# BuildRequires:
+# SystemRequirements:
+# Url: external homepage
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test/pkg/mfile-minimal-test/inst/example_mfile.m	Tue Apr 16 12:36:15 2024 -0400
@@ -0,0 +1,41 @@
+########################################################################
+##
+## Copyright (C) 2017-2024 The Octave Project Developers
+##
+## See the file COPYRIGHT.md in the top-level directory of this
+## distribution or <https://octave.org/copyright/>.
+##
+## This program is free software; you can redistribute it and/or
+## modify it under the terms of the GNU General Public License as
+## published by the Free Software Foundation; either version 3 of the
+## License, or (at your option) any later version.
+##
+## This program is distributed in the hope that it will be useful, but
+## WITHOUT ANY WARRANTY; without even the implied warranty of
+## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+## General Public License for more details.
+##
+## You should have received a copy of the GNU General Public License
+## along with this program; if not, see <http://www.gnu.org/licenses/>.
+
+## -*- texinfo -*-
+## @deftypefn {Function File} {@var{ret} =} example_mfile (@var{arg})
+## Placeholder for an mfile function.
+##
+## @var{arg}: argument. @var{ret}: returned value.
+##
+## Although this file is so short, a license text is contained as an
+## example.
+##
+## @seealso{example_open, example_close, example_do_something}
+## @end deftypefn
+
+function ret = example_mfile (arg)
+
+  if (nargin () != 1)
+    print_usage ();
+  endif
+
+  ret = arg;
+
+endfunction
--- a/test/pkg/mfile_basic_test/COPYING	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,719 +0,0 @@
-Appendix G GNU GENERAL PUBLIC LICENSE
-*************************************
-
-                        Version 3, 29 June 2007
-
-     Copyright (C) 2007 Free Software Foundation, Inc. `http://fsf.org/'
-
-     Everyone is permitted to copy and distribute verbatim copies of this
-     license document, but changing it is not allowed.
-
-Preamble
-========
-
-The GNU General Public License is a free, copyleft license for software
-and other kinds of works.
-
-   The licenses for most software and other practical works are designed
-to take away your freedom to share and change the works.  By contrast,
-the GNU General Public License is intended to guarantee your freedom to
-share and change all versions of a program--to make sure it remains
-free software for all its users.  We, the Free Software Foundation, use
-the GNU General Public License for most of our software; it applies
-also to any other work released this way by its authors.  You can apply
-it to your programs, too.
-
-   When we speak of free software, we are referring to freedom, not
-price.  Our General Public Licenses are designed to make sure that you
-have the freedom to distribute copies of free software (and charge for
-them if you wish), that you receive source code or can get it if you
-want it, that you can change the software or use pieces of it in new
-free programs, and that you know you can do these things.
-
-   To protect your rights, we need to prevent others from denying you
-these rights or asking you to surrender the rights.  Therefore, you
-have certain responsibilities if you distribute copies of the software,
-or if you modify it: responsibilities to respect the freedom of others.
-
-   For example, if you distribute copies of such a program, whether
-gratis or for a fee, you must pass on to the recipients the same
-freedoms that you received.  You must make sure that they, too, receive
-or can get the source code.  And you must show them these terms so they
-know their rights.
-
-   Developers that use the GNU GPL protect your rights with two steps:
-(1) assert copyright on the software, and (2) offer you this License
-giving you legal permission to copy, distribute and/or modify it.
-
-   For the developers' and authors' protection, the GPL clearly explains
-that there is no warranty for this free software.  For both users' and
-authors' sake, the GPL requires that modified versions be marked as
-changed, so that their problems will not be attributed erroneously to
-authors of previous versions.
-
-   Some devices are designed to deny users access to install or run
-modified versions of the software inside them, although the
-manufacturer can do so.  This is fundamentally incompatible with the
-aim of protecting users' freedom to change the software.  The
-systematic pattern of such abuse occurs in the area of products for
-individuals to use, which is precisely where it is most unacceptable.
-Therefore, we have designed this version of the GPL to prohibit the
-practice for those products.  If such problems arise substantially in
-other domains, we stand ready to extend this provision to those domains
-in future versions of the GPL, as needed to protect the freedom of
-users.
-
-   Finally, every program is threatened constantly by software patents.
-States should not allow patents to restrict development and use of
-software on general-purpose computers, but in those that do, we wish to
-avoid the special danger that patents applied to a free program could
-make it effectively proprietary.  To prevent this, the GPL assures that
-patents cannot be used to render the program non-free.
-
-   The precise terms and conditions for copying, distribution and
-modification follow.
-
-TERMS AND CONDITIONS
-====================
-
-  0. Definitions.
-
-     "This License" refers to version 3 of the GNU General Public
-     License.
-
-     "Copyright" also means copyright-like laws that apply to other
-     kinds of works, such as semiconductor masks.
-
-     "The Program" refers to any copyrightable work licensed under this
-     License.  Each licensee is addressed as "you".  "Licensees" and
-     "recipients" may be individuals or organizations.
-
-     To "modify" a work means to copy from or adapt all or part of the
-     work in a fashion requiring copyright permission, other than the
-     making of an exact copy.  The resulting work is called a "modified
-     version" of the earlier work or a work "based on" the earlier work.
-
-     A "covered work" means either the unmodified Program or a work
-     based on the Program.
-
-     To "propagate" a work means to do anything with it that, without
-     permission, would make you directly or secondarily liable for
-     infringement under applicable copyright law, except executing it
-     on a computer or modifying a private copy.  Propagation includes
-     copying, distribution (with or without modification), making
-     available to the public, and in some countries other activities as
-     well.
-
-     To "convey" a work means any kind of propagation that enables other
-     parties to make or receive copies.  Mere interaction with a user
-     through a computer network, with no transfer of a copy, is not
-     conveying.
-
-     An interactive user interface displays "Appropriate Legal Notices"
-     to the extent that it includes a convenient and prominently visible
-     feature that (1) displays an appropriate copyright notice, and (2)
-     tells the user that there is no warranty for the work (except to
-     the extent that warranties are provided), that licensees may
-     convey the work under this License, and how to view a copy of this
-     License.  If the interface presents a list of user commands or
-     options, such as a menu, a prominent item in the list meets this
-     criterion.
-
-  1. Source Code.
-
-     The "source code" for a work means the preferred form of the work
-     for making modifications to it.  "Object code" means any
-     non-source form of a work.
-
-     A "Standard Interface" means an interface that either is an
-     official standard defined by a recognized standards body, or, in
-     the case of interfaces specified for a particular programming
-     language, one that is widely used among developers working in that
-     language.
-
-     The "System Libraries" of an executable work include anything,
-     other than the work as a whole, that (a) is included in the normal
-     form of packaging a Major Component, but which is not part of that
-     Major Component, and (b) serves only to enable use of the work
-     with that Major Component, or to implement a Standard Interface
-     for which an implementation is available to the public in source
-     code form.  A "Major Component", in this context, means a major
-     essential component (kernel, window system, and so on) of the
-     specific operating system (if any) on which the executable work
-     runs, or a compiler used to produce the work, or an object code
-     interpreter used to run it.
-
-     The "Corresponding Source" for a work in object code form means all
-     the source code needed to generate, install, and (for an executable
-     work) run the object code and to modify the work, including
-     scripts to control those activities.  However, it does not include
-     the work's System Libraries, or general-purpose tools or generally
-     available free programs which are used unmodified in performing
-     those activities but which are not part of the work.  For example,
-     Corresponding Source includes interface definition files
-     associated with source files for the work, and the source code for
-     shared libraries and dynamically linked subprograms that the work
-     is specifically designed to require, such as by intimate data
-     communication or control flow between those subprograms and other
-     parts of the work.
-
-     The Corresponding Source need not include anything that users can
-     regenerate automatically from other parts of the Corresponding
-     Source.
-
-     The Corresponding Source for a work in source code form is that
-     same work.
-
-  2. Basic Permissions.
-
-     All rights granted under this License are granted for the term of
-     copyright on the Program, and are irrevocable provided the stated
-     conditions are met.  This License explicitly affirms your unlimited
-     permission to run the unmodified Program.  The output from running
-     a covered work is covered by this License only if the output,
-     given its content, constitutes a covered work.  This License
-     acknowledges your rights of fair use or other equivalent, as
-     provided by copyright law.
-
-     You may make, run and propagate covered works that you do not
-     convey, without conditions so long as your license otherwise
-     remains in force.  You may convey covered works to others for the
-     sole purpose of having them make modifications exclusively for
-     you, or provide you with facilities for running those works,
-     provided that you comply with the terms of this License in
-     conveying all material for which you do not control copyright.
-     Those thus making or running the covered works for you must do so
-     exclusively on your behalf, under your direction and control, on
-     terms that prohibit them from making any copies of your
-     copyrighted material outside their relationship with you.
-
-     Conveying under any other circumstances is permitted solely under
-     the conditions stated below.  Sublicensing is not allowed; section
-     10 makes it unnecessary.
-
-  3. Protecting Users' Legal Rights From Anti-Circumvention Law.
-
-     No covered work shall be deemed part of an effective technological
-     measure under any applicable law fulfilling obligations under
-     article 11 of the WIPO copyright treaty adopted on 20 December
-     1996, or similar laws prohibiting or restricting circumvention of
-     such measures.
-
-     When you convey a covered work, you waive any legal power to forbid
-     circumvention of technological measures to the extent such
-     circumvention is effected by exercising rights under this License
-     with respect to the covered work, and you disclaim any intention
-     to limit operation or modification of the work as a means of
-     enforcing, against the work's users, your or third parties' legal
-     rights to forbid circumvention of technological measures.
-
-  4. Conveying Verbatim Copies.
-
-     You may convey verbatim copies of the Program's source code as you
-     receive it, in any medium, provided that you conspicuously and
-     appropriately publish on each copy an appropriate copyright notice;
-     keep intact all notices stating that this License and any
-     non-permissive terms added in accord with section 7 apply to the
-     code; keep intact all notices of the absence of any warranty; and
-     give all recipients a copy of this License along with the Program.
-
-     You may charge any price or no price for each copy that you convey,
-     and you may offer support or warranty protection for a fee.
-
-  5. Conveying Modified Source Versions.
-
-     You may convey a work based on the Program, or the modifications to
-     produce it from the Program, in the form of source code under the
-     terms of section 4, provided that you also meet all of these
-     conditions:
-
-       a. The work must carry prominent notices stating that you
-          modified it, and giving a relevant date.
-
-       b. The work must carry prominent notices stating that it is
-          released under this License and any conditions added under
-          section 7.  This requirement modifies the requirement in
-          section 4 to "keep intact all notices".
-
-       c. You must license the entire work, as a whole, under this
-          License to anyone who comes into possession of a copy.  This
-          License will therefore apply, along with any applicable
-          section 7 additional terms, to the whole of the work, and all
-          its parts, regardless of how they are packaged.  This License
-          gives no permission to license the work in any other way, but
-          it does not invalidate such permission if you have separately
-          received it.
-
-       d. If the work has interactive user interfaces, each must display
-          Appropriate Legal Notices; however, if the Program has
-          interactive interfaces that do not display Appropriate Legal
-          Notices, your work need not make them do so.
-
-     A compilation of a covered work with other separate and independent
-     works, which are not by their nature extensions of the covered
-     work, and which are not combined with it such as to form a larger
-     program, in or on a volume of a storage or distribution medium, is
-     called an "aggregate" if the compilation and its resulting
-     copyright are not used to limit the access or legal rights of the
-     compilation's users beyond what the individual works permit.
-     Inclusion of a covered work in an aggregate does not cause this
-     License to apply to the other parts of the aggregate.
-
-  6. Conveying Non-Source Forms.
-
-     You may convey a covered work in object code form under the terms
-     of sections 4 and 5, provided that you also convey the
-     machine-readable Corresponding Source under the terms of this
-     License, in one of these ways:
-
-       a. Convey the object code in, or embodied in, a physical product
-          (including a physical distribution medium), accompanied by the
-          Corresponding Source fixed on a durable physical medium
-          customarily used for software interchange.
-
-       b. Convey the object code in, or embodied in, a physical product
-          (including a physical distribution medium), accompanied by a
-          written offer, valid for at least three years and valid for
-          as long as you offer spare parts or customer support for that
-          product model, to give anyone who possesses the object code
-          either (1) a copy of the Corresponding Source for all the
-          software in the product that is covered by this License, on a
-          durable physical medium customarily used for software
-          interchange, for a price no more than your reasonable cost of
-          physically performing this conveying of source, or (2) access
-          to copy the Corresponding Source from a network server at no
-          charge.
-
-       c. Convey individual copies of the object code with a copy of
-          the written offer to provide the Corresponding Source.  This
-          alternative is allowed only occasionally and noncommercially,
-          and only if you received the object code with such an offer,
-          in accord with subsection 6b.
-
-       d. Convey the object code by offering access from a designated
-          place (gratis or for a charge), and offer equivalent access
-          to the Corresponding Source in the same way through the same
-          place at no further charge.  You need not require recipients
-          to copy the Corresponding Source along with the object code.
-          If the place to copy the object code is a network server, the
-          Corresponding Source may be on a different server (operated
-          by you or a third party) that supports equivalent copying
-          facilities, provided you maintain clear directions next to
-          the object code saying where to find the Corresponding Source.
-          Regardless of what server hosts the Corresponding Source, you
-          remain obligated to ensure that it is available for as long
-          as needed to satisfy these requirements.
-
-       e. Convey the object code using peer-to-peer transmission,
-          provided you inform other peers where the object code and
-          Corresponding Source of the work are being offered to the
-          general public at no charge under subsection 6d.
-
-
-     A separable portion of the object code, whose source code is
-     excluded from the Corresponding Source as a System Library, need
-     not be included in conveying the object code work.
-
-     A "User Product" is either (1) a "consumer product", which means
-     any tangible personal property which is normally used for personal,
-     family, or household purposes, or (2) anything designed or sold for
-     incorporation into a dwelling.  In determining whether a product
-     is a consumer product, doubtful cases shall be resolved in favor of
-     coverage.  For a particular product received by a particular user,
-     "normally used" refers to a typical or common use of that class of
-     product, regardless of the status of the particular user or of the
-     way in which the particular user actually uses, or expects or is
-     expected to use, the product.  A product is a consumer product
-     regardless of whether the product has substantial commercial,
-     industrial or non-consumer uses, unless such uses represent the
-     only significant mode of use of the product.
-
-     "Installation Information" for a User Product means any methods,
-     procedures, authorization keys, or other information required to
-     install and execute modified versions of a covered work in that
-     User Product from a modified version of its Corresponding Source.
-     The information must suffice to ensure that the continued
-     functioning of the modified object code is in no case prevented or
-     interfered with solely because modification has been made.
-
-     If you convey an object code work under this section in, or with,
-     or specifically for use in, a User Product, and the conveying
-     occurs as part of a transaction in which the right of possession
-     and use of the User Product is transferred to the recipient in
-     perpetuity or for a fixed term (regardless of how the transaction
-     is characterized), the Corresponding Source conveyed under this
-     section must be accompanied by the Installation Information.  But
-     this requirement does not apply if neither you nor any third party
-     retains the ability to install modified object code on the User
-     Product (for example, the work has been installed in ROM).
-
-     The requirement to provide Installation Information does not
-     include a requirement to continue to provide support service,
-     warranty, or updates for a work that has been modified or
-     installed by the recipient, or for the User Product in which it
-     has been modified or installed.  Access to a network may be denied
-     when the modification itself materially and adversely affects the
-     operation of the network or violates the rules and protocols for
-     communication across the network.
-
-     Corresponding Source conveyed, and Installation Information
-     provided, in accord with this section must be in a format that is
-     publicly documented (and with an implementation available to the
-     public in source code form), and must require no special password
-     or key for unpacking, reading or copying.
-
-  7. Additional Terms.
-
-     "Additional permissions" are terms that supplement the terms of
-     this License by making exceptions from one or more of its
-     conditions.  Additional permissions that are applicable to the
-     entire Program shall be treated as though they were included in
-     this License, to the extent that they are valid under applicable
-     law.  If additional permissions apply only to part of the Program,
-     that part may be used separately under those permissions, but the
-     entire Program remains governed by this License without regard to
-     the additional permissions.
-
-     When you convey a copy of a covered work, you may at your option
-     remove any additional permissions from that copy, or from any part
-     of it.  (Additional permissions may be written to require their own
-     removal in certain cases when you modify the work.)  You may place
-     additional permissions on material, added by you to a covered work,
-     for which you have or can give appropriate copyright permission.
-
-     Notwithstanding any other provision of this License, for material
-     you add to a covered work, you may (if authorized by the copyright
-     holders of that material) supplement the terms of this License
-     with terms:
-
-       a. Disclaiming warranty or limiting liability differently from
-          the terms of sections 15 and 16 of this License; or
-
-       b. Requiring preservation of specified reasonable legal notices
-          or author attributions in that material or in the Appropriate
-          Legal Notices displayed by works containing it; or
-
-       c. Prohibiting misrepresentation of the origin of that material,
-          or requiring that modified versions of such material be
-          marked in reasonable ways as different from the original
-          version; or
-
-       d. Limiting the use for publicity purposes of names of licensors
-          or authors of the material; or
-
-       e. Declining to grant rights under trademark law for use of some
-          trade names, trademarks, or service marks; or
-
-       f. Requiring indemnification of licensors and authors of that
-          material by anyone who conveys the material (or modified
-          versions of it) with contractual assumptions of liability to
-          the recipient, for any liability that these contractual
-          assumptions directly impose on those licensors and authors.
-
-     All other non-permissive additional terms are considered "further
-     restrictions" within the meaning of section 10.  If the Program as
-     you received it, or any part of it, contains a notice stating that
-     it is governed by this License along with a term that is a further
-     restriction, you may remove that term.  If a license document
-     contains a further restriction but permits relicensing or
-     conveying under this License, you may add to a covered work
-     material governed by the terms of that license document, provided
-     that the further restriction does not survive such relicensing or
-     conveying.
-
-     If you add terms to a covered work in accord with this section, you
-     must place, in the relevant source files, a statement of the
-     additional terms that apply to those files, or a notice indicating
-     where to find the applicable terms.
-
-     Additional terms, permissive or non-permissive, may be stated in
-     the form of a separately written license, or stated as exceptions;
-     the above requirements apply either way.
-
-  8. Termination.
-
-     You may not propagate or modify a covered work except as expressly
-     provided under this License.  Any attempt otherwise to propagate or
-     modify it is void, and will automatically terminate your rights
-     under this License (including any patent licenses granted under
-     the third paragraph of section 11).
-
-     However, if you cease all violation of this License, then your
-     license from a particular copyright holder is reinstated (a)
-     provisionally, unless and until the copyright holder explicitly
-     and finally terminates your license, and (b) permanently, if the
-     copyright holder fails to notify you of the violation by some
-     reasonable means prior to 60 days after the cessation.
-
-     Moreover, your license from a particular copyright holder is
-     reinstated permanently if the copyright holder notifies you of the
-     violation by some reasonable means, this is the first time you have
-     received notice of violation of this License (for any work) from
-     that copyright holder, and you cure the violation prior to 30 days
-     after your receipt of the notice.
-
-     Termination of your rights under this section does not terminate
-     the licenses of parties who have received copies or rights from
-     you under this License.  If your rights have been terminated and
-     not permanently reinstated, you do not qualify to receive new
-     licenses for the same material under section 10.
-
-  9. Acceptance Not Required for Having Copies.
-
-     You are not required to accept this License in order to receive or
-     run a copy of the Program.  Ancillary propagation of a covered work
-     occurring solely as a consequence of using peer-to-peer
-     transmission to receive a copy likewise does not require
-     acceptance.  However, nothing other than this License grants you
-     permission to propagate or modify any covered work.  These actions
-     infringe copyright if you do not accept this License.  Therefore,
-     by modifying or propagating a covered work, you indicate your
-     acceptance of this License to do so.
-
- 10. Automatic Licensing of Downstream Recipients.
-
-     Each time you convey a covered work, the recipient automatically
-     receives a license from the original licensors, to run, modify and
-     propagate that work, subject to this License.  You are not
-     responsible for enforcing compliance by third parties with this
-     License.
-
-     An "entity transaction" is a transaction transferring control of an
-     organization, or substantially all assets of one, or subdividing an
-     organization, or merging organizations.  If propagation of a
-     covered work results from an entity transaction, each party to that
-     transaction who receives a copy of the work also receives whatever
-     licenses to the work the party's predecessor in interest had or
-     could give under the previous paragraph, plus a right to
-     possession of the Corresponding Source of the work from the
-     predecessor in interest, if the predecessor has it or can get it
-     with reasonable efforts.
-
-     You may not impose any further restrictions on the exercise of the
-     rights granted or affirmed under this License.  For example, you
-     may not impose a license fee, royalty, or other charge for
-     exercise of rights granted under this License, and you may not
-     initiate litigation (including a cross-claim or counterclaim in a
-     lawsuit) alleging that any patent claim is infringed by making,
-     using, selling, offering for sale, or importing the Program or any
-     portion of it.
-
- 11. Patents.
-
-     A "contributor" is a copyright holder who authorizes use under this
-     License of the Program or a work on which the Program is based.
-     The work thus licensed is called the contributor's "contributor
-     version".
-
-     A contributor's "essential patent claims" are all patent claims
-     owned or controlled by the contributor, whether already acquired or
-     hereafter acquired, that would be infringed by some manner,
-     permitted by this License, of making, using, or selling its
-     contributor version, but do not include claims that would be
-     infringed only as a consequence of further modification of the
-     contributor version.  For purposes of this definition, "control"
-     includes the right to grant patent sublicenses in a manner
-     consistent with the requirements of this License.
-
-     Each contributor grants you a non-exclusive, worldwide,
-     royalty-free patent license under the contributor's essential
-     patent claims, to make, use, sell, offer for sale, import and
-     otherwise run, modify and propagate the contents of its
-     contributor version.
-
-     In the following three paragraphs, a "patent license" is any
-     express agreement or commitment, however denominated, not to
-     enforce a patent (such as an express permission to practice a
-     patent or covenant not to sue for patent infringement).  To
-     "grant" such a patent license to a party means to make such an
-     agreement or commitment not to enforce a patent against the party.
-
-     If you convey a covered work, knowingly relying on a patent
-     license, and the Corresponding Source of the work is not available
-     for anyone to copy, free of charge and under the terms of this
-     License, through a publicly available network server or other
-     readily accessible means, then you must either (1) cause the
-     Corresponding Source to be so available, or (2) arrange to deprive
-     yourself of the benefit of the patent license for this particular
-     work, or (3) arrange, in a manner consistent with the requirements
-     of this License, to extend the patent license to downstream
-     recipients.  "Knowingly relying" means you have actual knowledge
-     that, but for the patent license, your conveying the covered work
-     in a country, or your recipient's use of the covered work in a
-     country, would infringe one or more identifiable patents in that
-     country that you have reason to believe are valid.
-
-     If, pursuant to or in connection with a single transaction or
-     arrangement, you convey, or propagate by procuring conveyance of, a
-     covered work, and grant a patent license to some of the parties
-     receiving the covered work authorizing them to use, propagate,
-     modify or convey a specific copy of the covered work, then the
-     patent license you grant is automatically extended to all
-     recipients of the covered work and works based on it.
-
-     A patent license is "discriminatory" if it does not include within
-     the scope of its coverage, prohibits the exercise of, or is
-     conditioned on the non-exercise of one or more of the rights that
-     are specifically granted under this License.  You may not convey a
-     covered work if you are a party to an arrangement with a third
-     party that is in the business of distributing software, under
-     which you make payment to the third party based on the extent of
-     your activity of conveying the work, and under which the third
-     party grants, to any of the parties who would receive the covered
-     work from you, a discriminatory patent license (a) in connection
-     with copies of the covered work conveyed by you (or copies made
-     from those copies), or (b) primarily for and in connection with
-     specific products or compilations that contain the covered work,
-     unless you entered into that arrangement, or that patent license
-     was granted, prior to 28 March 2007.
-
-     Nothing in this License shall be construed as excluding or limiting
-     any implied license or other defenses to infringement that may
-     otherwise be available to you under applicable patent law.
-
- 12. No Surrender of Others' Freedom.
-
-     If conditions are imposed on you (whether by court order,
-     agreement or otherwise) that contradict the conditions of this
-     License, they do not excuse you from the conditions of this
-     License.  If you cannot convey a covered work so as to satisfy
-     simultaneously your obligations under this License and any other
-     pertinent obligations, then as a consequence you may not convey it
-     at all.  For example, if you agree to terms that obligate you to
-     collect a royalty for further conveying from those to whom you
-     convey the Program, the only way you could satisfy both those
-     terms and this License would be to refrain entirely from conveying
-     the Program.
-
- 13. Use with the GNU Affero General Public License.
-
-     Notwithstanding any other provision of this License, you have
-     permission to link or combine any covered work with a work licensed
-     under version 3 of the GNU Affero General Public License into a
-     single combined work, and to convey the resulting work.  The terms
-     of this License will continue to apply to the part which is the
-     covered work, but the special requirements of the GNU Affero
-     General Public License, section 13, concerning interaction through
-     a network will apply to the combination as such.
-
- 14. Revised Versions of this License.
-
-     The Free Software Foundation may publish revised and/or new
-     versions of the GNU General Public License from time to time.
-     Such new versions will be similar in spirit to the present
-     version, but may differ in detail to address new problems or
-     concerns.
-
-     Each version is given a distinguishing version number.  If the
-     Program specifies that a certain numbered version of the GNU
-     General Public License "or any later version" applies to it, you
-     have the option of following the terms and conditions either of
-     that numbered version or of any later version published by the
-     Free Software Foundation.  If the Program does not specify a
-     version number of the GNU General Public License, you may choose
-     any version ever published by the Free Software Foundation.
-
-     If the Program specifies that a proxy can decide which future
-     versions of the GNU General Public License can be used, that
-     proxy's public statement of acceptance of a version permanently
-     authorizes you to choose that version for the Program.
-
-     Later license versions may give you additional or different
-     permissions.  However, no additional obligations are imposed on any
-     author or copyright holder as a result of your choosing to follow a
-     later version.
-
- 15. Disclaimer of Warranty.
-
-     THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
-     APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE
-     COPYRIGHT HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS"
-     WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED,
-     INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
-     MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.  THE ENTIRE
-     RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH YOU.
-     SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF ALL
-     NECESSARY SERVICING, REPAIR OR CORRECTION.
-
- 16. Limitation of Liability.
-
-     IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN
-     WRITING WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES
-     AND/OR CONVEYS THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU
-     FOR DAMAGES, INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR
-     CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE
-     THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA
-     BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
-     PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER
-     PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF
-     THE POSSIBILITY OF SUCH DAMAGES.
-
- 17. Interpretation of Sections 15 and 16.
-
-     If the disclaimer of warranty and limitation of liability provided
-     above cannot be given local legal effect according to their terms,
-     reviewing courts shall apply local law that most closely
-     approximates an absolute waiver of all civil liability in
-     connection with the Program, unless a warranty or assumption of
-     liability accompanies a copy of the Program in return for a fee.
-
-
-END OF TERMS AND CONDITIONS
-===========================
-
-How to Apply These Terms to Your New Programs
-=============================================
-
-If you develop a new program, and you want it to be of the greatest
-possible use to the public, the best way to achieve this is to make it
-free software which everyone can redistribute and change under these
-terms.
-
-   To do so, attach the following notices to the program.  It is safest
-to attach them to the start of each source file to most effectively
-state the exclusion of warranty; and each file should have at least the
-"copyright" line and a pointer to where the full notice is found.
-
-     ONE LINE TO GIVE THE PROGRAM'S NAME AND A BRIEF IDEA OF WHAT IT DOES.
-     Copyright (C) YEAR NAME OF AUTHOR
-
-     This program is free software: you can redistribute it and/or modify
-     it under the terms of the GNU General Public License as published by
-     the Free Software Foundation, either version 3 of the License, or (at
-     your option) any later version.
-
-     This program is distributed in the hope that it will be useful, but
-     WITHOUT ANY WARRANTY; without even the implied warranty of
-     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
-     General Public License for more details.
-
-     You should have received a copy of the GNU General Public License
-     along with this program.  If not, see `http://www.gnu.org/licenses/'.
-
-   Also add information on how to contact you by electronic and paper
-mail.
-
-   If the program does terminal interaction, make it output a short
-notice like this when it starts in an interactive mode:
-
-     PROGRAM Copyright (C) YEAR NAME OF AUTHOR
-     This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
-     This is free software, and you are welcome to redistribute it
-     under certain conditions; type `show c' for details.
-
-   The hypothetical commands `show w' and `show c' should show the
-appropriate parts of the General Public License.  Of course, your
-program's commands might be different; for a GUI interface, you would
-use an "about box".
-
-   You should also get your employer (if you work as a programmer) or
-school, if any, to sign a "copyright disclaimer" for the program, if
-necessary.  For more information on this, and how to apply and follow
-the GNU GPL, see `http://www.gnu.org/licenses/'.
-
-   The GNU General Public License does not permit incorporating your
-program into proprietary programs.  If your program is a subroutine
-library, you may consider it more useful to permit linking proprietary
-applications with the library.  If this is what you want to do, use the
-GNU Lesser General Public License instead of this License.  But first,
-please read `http://www.gnu.org/philosophy/why-not-lgpl.html'.
--- a/test/pkg/mfile_basic_test/DESCRIPTION	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,12 +0,0 @@
-Name: mfile_basic_test
-Version: 0.1.0
-Date: 2017-12-07
-Author: hopefully various authors
-Maintainer: hopefully some of those authors.
-Title: Basic Example Package
-Description: Basic package structure with only m-files.
-Depends: octave (>= 4.2.1)
-License: GPLv3+
-# BuildRequires:
-# SystemRequirements:
-# Url: external homepage
--- a/test/pkg/mfile_basic_test/INDEX	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,3 +0,0 @@
-mfile-basic-example-package >> Basic Example Package.
-Example m-file
- example_mfile
--- a/test/pkg/mfile_basic_test/NEWS	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,4 +0,0 @@
-mfile-basic-example-package 0.1.0
----------------------------------
-
-* Initial version
--- a/test/pkg/mfile_basic_test/doc/example-package.txi	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,89 +0,0 @@
-\input texinfo
-@c %**start of header
-@setfilename example-package.info
-@settitle example-package_doc
-@c %**end of header
-
-@c Nowadays the predined function index has entries for each @deftypefn
-@c in additiont to each @findex.
-@defcodeindex mfn
-
-@copying
-Manual for the example-package for Octave.
-
-Copyright @copyright{} 2017-2018 @email{Olaf Till <i7tiol@@t-online.de>}
-
-You can redistribute this documentation and/or modify it under the terms
-of the GNU General Public License as published by the Free Software
-Foundation; either version 3 of the License, or (at your option) any
-later version.
-
-This documentation is distributed in the hope that it will be useful,
-but WITHOUT ANY WARRANTY; without even the implied warranty of
-MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General
-Public License for more details.
-
-You should have received a copy of the GNU General Public License along
-with this documentation; if not, see <http://www.gnu.org/licenses/>.
-@end copying
-
-@include macros.texi
-
-@titlepage
-@title Manual for the example-package for Octave
-@page
-@vskip 0pt plus 1filll
-@insertcopying
-@end titlepage
-
-@c No table of contents. The table would occupy most of the top node in
-@c html and IMHO misleads the user to use the table instead of the menu
-@c structure of the nodes, which would let some information unused.
-@c
-@c @contents
-
-@c ------------------------------------------------------------------
-
-@node Top
-@top Manual for the example-package for Octave
-
-This documentation applies to version @PACKAGEVERSION of the
-example-package.
-
-This is a template simple m-file based package for users.
-
-Normally, a package manual should be structured and should contain more
-than just the helptexts of the functions.
-
-@menu
-Functions
-* example_mfile::                     Placeholder for an mfile.
-Indices
-* Function index::                    Index of functions.
-* Concept index::                     Concept index.
-@end menu
-
-@c ------------------------------------------------------------------
-
-@node example_mfile
-@chapter Placeholder for an mfile
-@mfnindex example_mfile
-
-@c include function helptext here
-@DOCSTRING(example_mfile)
-
-@c ------------------------------------------------------------------
-
-@node Function index
-@unnumbered Index of functions in example-package
-
-@printindex mfn
-
-@c ------------------------------------------------------------------
-
-@node Concept index
-@unnumbered Concept index
-
-@printindex cp
-
-@bye
--- a/test/pkg/mfile_basic_test/doc/macros.texi	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,94 +0,0 @@
-@c ---------------------------------------------------------------------
-@c
-@c Copyright (C) 2012-2024 The Octave Project Developers
-@c See the file COPYRIGHT.md in the top-level directory of this
-@c or <https://octave.org/copyright/>.
-@c
-@c
-@c This file is part of Octave.
-@c
-@c Octave is free software; you can redistribute it and/or modify it
-@c under the terms of the GNU General Public License as published by the
-@c Free Software Foundation; either version 3 of the License, or (at
-@c your option) any later version.
-@c
-@c Octave is distributed in the hope that it will be useful, but WITHOUT
-@c ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
-@c FITNESS FOR A PARTICULAR PURPOSE.  See the GNU General Public License
-@c for more details.
-@c
-@c You should have received a copy of the GNU General Public License
-@c along with Octave; see the file COPYING.  If not, see
-@c <http://www.gnu.org/licenses/>.
-@c
-@c ---------------------------------------------------------------------
-
-@c The following macro marks words that aspell should ignore during
-@c spellchecking.  Within Texinfo it has no effect as it merely replaces
-@c the macro call with the argument itself.
-
-@macro nospell {arg}
-\arg\
-@end macro
-
-@c The following macro works around the Info/plain text expansion of @code{XXX}
-@c which is `XXX'.  This looks particularly bad when the macro body is
-@c single or double-quoted text, such as a property value `"position"'
-@ifinfo
-@rmacro qcode{arg}
-\arg\
-@end rmacro
-@end ifinfo
-@ifnotinfo
-@rmacro qcode{arg}
-@code{\arg\}
-@end rmacro
-@end ifnotinfo
-
-@c The following macro is used for the on-line help system, but we don't
-@c want lots of `See also: foo, bar, and baz' strings cluttering the
-@c printed manual (that information should be in the supporting text for
-@c each group of functions and variables).
-@c
-@c Implementation Note:
-@c For TeX, @vskip produces a nice separation.
-@c For Texinfo, '@sp 1' should work, but in practice produces ugly results
-@c for HTML.  We use a simple blank line to produce the correct behavior.
-
-@macro seealso {args}
-@iftex
-@vskip 2pt
-@end iftex
-@ifnottex
-
-@end ifnottex
-@ifnotinfo
-@noindent
-@strong{See also:} \args\.
-@end ifnotinfo
-@ifinfo
-@noindent
-See also: \args\.
-@end ifinfo
-@end macro
-
-@c The following macro works around a situation where the Info/plain text
-@c expansion of the @code{XXX} macro is `XXX'.  The use of the apostrophe
-@c can be confusing if the code segment itself ends with a transpose operator.
-@ifinfo
-@macro tcode{arg}
-\arg\
-@end macro
-@end ifinfo
-@ifnotinfo
-@macro tcode{arg}
-@code{\arg\}
-@end macro
-@end ifnotinfo
-
-@c FIXME: someday, when Texinfo 5.X is standard, we might replace this with
-@c @backslashchar, which is a new addition to Texinfo.
-
-@macro xbackslashchar
-\\
-@end macro
--- a/test/pkg/mfile_basic_test/inst/example_mfile.m	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,41 +0,0 @@
-########################################################################
-##
-## Copyright (C) 2017-2024 The Octave Project Developers
-##
-## See the file COPYRIGHT.md in the top-level directory of this
-## distribution or <https://octave.org/copyright/>.
-##
-## This program is free software; you can redistribute it and/or
-## modify it under the terms of the GNU General Public License as
-## published by the Free Software Foundation; either version 3 of the
-## License, or (at your option) any later version.
-##
-## This program is distributed in the hope that it will be useful, but
-## WITHOUT ANY WARRANTY; without even the implied warranty of
-## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
-## General Public License for more details.
-##
-## You should have received a copy of the GNU General Public License
-## along with this program; if not, see <http://www.gnu.org/licenses/>.
-
-## -*- texinfo -*-
-## @deftypefn {Function File} {@var{ret} =} example_mfile (@var{arg})
-## Placeholder for an mfile function.
-##
-## @var{arg}: argument. @var{ret}: returned value.
-##
-## Although this file is so short, a license text is contained as an
-## example.
-##
-## @seealso{example_open, example_close, example_do_something}
-## @end deftypefn
-
-function ret = example_mfile (arg)
-
-  if (nargin () != 1)
-    print_usage ();
-  endif
-
-  ret = arg;
-
-endfunction
--- a/test/pkg/mfile_minimal_test/COPYING	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,719 +0,0 @@
-Appendix G GNU GENERAL PUBLIC LICENSE
-*************************************
-
-                        Version 3, 29 June 2007
-
-     Copyright (C) 2007 Free Software Foundation, Inc. `http://fsf.org/'
-
-     Everyone is permitted to copy and distribute verbatim copies of this
-     license document, but changing it is not allowed.
-
-Preamble
-========
-
-The GNU General Public License is a free, copyleft license for software
-and other kinds of works.
-
-   The licenses for most software and other practical works are designed
-to take away your freedom to share and change the works.  By contrast,
-the GNU General Public License is intended to guarantee your freedom to
-share and change all versions of a program--to make sure it remains
-free software for all its users.  We, the Free Software Foundation, use
-the GNU General Public License for most of our software; it applies
-also to any other work released this way by its authors.  You can apply
-it to your programs, too.
-
-   When we speak of free software, we are referring to freedom, not
-price.  Our General Public Licenses are designed to make sure that you
-have the freedom to distribute copies of free software (and charge for
-them if you wish), that you receive source code or can get it if you
-want it, that you can change the software or use pieces of it in new
-free programs, and that you know you can do these things.
-
-   To protect your rights, we need to prevent others from denying you
-these rights or asking you to surrender the rights.  Therefore, you
-have certain responsibilities if you distribute copies of the software,
-or if you modify it: responsibilities to respect the freedom of others.
-
-   For example, if you distribute copies of such a program, whether
-gratis or for a fee, you must pass on to the recipients the same
-freedoms that you received.  You must make sure that they, too, receive
-or can get the source code.  And you must show them these terms so they
-know their rights.
-
-   Developers that use the GNU GPL protect your rights with two steps:
-(1) assert copyright on the software, and (2) offer you this License
-giving you legal permission to copy, distribute and/or modify it.
-
-   For the developers' and authors' protection, the GPL clearly explains
-that there is no warranty for this free software.  For both users' and
-authors' sake, the GPL requires that modified versions be marked as
-changed, so that their problems will not be attributed erroneously to
-authors of previous versions.
-
-   Some devices are designed to deny users access to install or run
-modified versions of the software inside them, although the
-manufacturer can do so.  This is fundamentally incompatible with the
-aim of protecting users' freedom to change the software.  The
-systematic pattern of such abuse occurs in the area of products for
-individuals to use, which is precisely where it is most unacceptable.
-Therefore, we have designed this version of the GPL to prohibit the
-practice for those products.  If such problems arise substantially in
-other domains, we stand ready to extend this provision to those domains
-in future versions of the GPL, as needed to protect the freedom of
-users.
-
-   Finally, every program is threatened constantly by software patents.
-States should not allow patents to restrict development and use of
-software on general-purpose computers, but in those that do, we wish to
-avoid the special danger that patents applied to a free program could
-make it effectively proprietary.  To prevent this, the GPL assures that
-patents cannot be used to render the program non-free.
-
-   The precise terms and conditions for copying, distribution and
-modification follow.
-
-TERMS AND CONDITIONS
-====================
-
-  0. Definitions.
-
-     "This License" refers to version 3 of the GNU General Public
-     License.
-
-     "Copyright" also means copyright-like laws that apply to other
-     kinds of works, such as semiconductor masks.
-
-     "The Program" refers to any copyrightable work licensed under this
-     License.  Each licensee is addressed as "you".  "Licensees" and
-     "recipients" may be individuals or organizations.
-
-     To "modify" a work means to copy from or adapt all or part of the
-     work in a fashion requiring copyright permission, other than the
-     making of an exact copy.  The resulting work is called a "modified
-     version" of the earlier work or a work "based on" the earlier work.
-
-     A "covered work" means either the unmodified Program or a work
-     based on the Program.
-
-     To "propagate" a work means to do anything with it that, without
-     permission, would make you directly or secondarily liable for
-     infringement under applicable copyright law, except executing it
-     on a computer or modifying a private copy.  Propagation includes
-     copying, distribution (with or without modification), making
-     available to the public, and in some countries other activities as
-     well.
-
-     To "convey" a work means any kind of propagation that enables other
-     parties to make or receive copies.  Mere interaction with a user
-     through a computer network, with no transfer of a copy, is not
-     conveying.
-
-     An interactive user interface displays "Appropriate Legal Notices"
-     to the extent that it includes a convenient and prominently visible
-     feature that (1) displays an appropriate copyright notice, and (2)
-     tells the user that there is no warranty for the work (except to
-     the extent that warranties are provided), that licensees may
-     convey the work under this License, and how to view a copy of this
-     License.  If the interface presents a list of user commands or
-     options, such as a menu, a prominent item in the list meets this
-     criterion.
-
-  1. Source Code.
-
-     The "source code" for a work means the preferred form of the work
-     for making modifications to it.  "Object code" means any
-     non-source form of a work.
-
-     A "Standard Interface" means an interface that either is an
-     official standard defined by a recognized standards body, or, in
-     the case of interfaces specified for a particular programming
-     language, one that is widely used among developers working in that
-     language.
-
-     The "System Libraries" of an executable work include anything,
-     other than the work as a whole, that (a) is included in the normal
-     form of packaging a Major Component, but which is not part of that
-     Major Component, and (b) serves only to enable use of the work
-     with that Major Component, or to implement a Standard Interface
-     for which an implementation is available to the public in source
-     code form.  A "Major Component", in this context, means a major
-     essential component (kernel, window system, and so on) of the
-     specific operating system (if any) on which the executable work
-     runs, or a compiler used to produce the work, or an object code
-     interpreter used to run it.
-
-     The "Corresponding Source" for a work in object code form means all
-     the source code needed to generate, install, and (for an executable
-     work) run the object code and to modify the work, including
-     scripts to control those activities.  However, it does not include
-     the work's System Libraries, or general-purpose tools or generally
-     available free programs which are used unmodified in performing
-     those activities but which are not part of the work.  For example,
-     Corresponding Source includes interface definition files
-     associated with source files for the work, and the source code for
-     shared libraries and dynamically linked subprograms that the work
-     is specifically designed to require, such as by intimate data
-     communication or control flow between those subprograms and other
-     parts of the work.
-
-     The Corresponding Source need not include anything that users can
-     regenerate automatically from other parts of the Corresponding
-     Source.
-
-     The Corresponding Source for a work in source code form is that
-     same work.
-
-  2. Basic Permissions.
-
-     All rights granted under this License are granted for the term of
-     copyright on the Program, and are irrevocable provided the stated
-     conditions are met.  This License explicitly affirms your unlimited
-     permission to run the unmodified Program.  The output from running
-     a covered work is covered by this License only if the output,
-     given its content, constitutes a covered work.  This License
-     acknowledges your rights of fair use or other equivalent, as
-     provided by copyright law.
-
-     You may make, run and propagate covered works that you do not
-     convey, without conditions so long as your license otherwise
-     remains in force.  You may convey covered works to others for the
-     sole purpose of having them make modifications exclusively for
-     you, or provide you with facilities for running those works,
-     provided that you comply with the terms of this License in
-     conveying all material for which you do not control copyright.
-     Those thus making or running the covered works for you must do so
-     exclusively on your behalf, under your direction and control, on
-     terms that prohibit them from making any copies of your
-     copyrighted material outside their relationship with you.
-
-     Conveying under any other circumstances is permitted solely under
-     the conditions stated below.  Sublicensing is not allowed; section
-     10 makes it unnecessary.
-
-  3. Protecting Users' Legal Rights From Anti-Circumvention Law.
-
-     No covered work shall be deemed part of an effective technological
-     measure under any applicable law fulfilling obligations under
-     article 11 of the WIPO copyright treaty adopted on 20 December
-     1996, or similar laws prohibiting or restricting circumvention of
-     such measures.
-
-     When you convey a covered work, you waive any legal power to forbid
-     circumvention of technological measures to the extent such
-     circumvention is effected by exercising rights under this License
-     with respect to the covered work, and you disclaim any intention
-     to limit operation or modification of the work as a means of
-     enforcing, against the work's users, your or third parties' legal
-     rights to forbid circumvention of technological measures.
-
-  4. Conveying Verbatim Copies.
-
-     You may convey verbatim copies of the Program's source code as you
-     receive it, in any medium, provided that you conspicuously and
-     appropriately publish on each copy an appropriate copyright notice;
-     keep intact all notices stating that this License and any
-     non-permissive terms added in accord with section 7 apply to the
-     code; keep intact all notices of the absence of any warranty; and
-     give all recipients a copy of this License along with the Program.
-
-     You may charge any price or no price for each copy that you convey,
-     and you may offer support or warranty protection for a fee.
-
-  5. Conveying Modified Source Versions.
-
-     You may convey a work based on the Program, or the modifications to
-     produce it from the Program, in the form of source code under the
-     terms of section 4, provided that you also meet all of these
-     conditions:
-
-       a. The work must carry prominent notices stating that you
-          modified it, and giving a relevant date.
-
-       b. The work must carry prominent notices stating that it is
-          released under this License and any conditions added under
-          section 7.  This requirement modifies the requirement in
-          section 4 to "keep intact all notices".
-
-       c. You must license the entire work, as a whole, under this
-          License to anyone who comes into possession of a copy.  This
-          License will therefore apply, along with any applicable
-          section 7 additional terms, to the whole of the work, and all
-          its parts, regardless of how they are packaged.  This License
-          gives no permission to license the work in any other way, but
-          it does not invalidate such permission if you have separately
-          received it.
-
-       d. If the work has interactive user interfaces, each must display
-          Appropriate Legal Notices; however, if the Program has
-          interactive interfaces that do not display Appropriate Legal
-          Notices, your work need not make them do so.
-
-     A compilation of a covered work with other separate and independent
-     works, which are not by their nature extensions of the covered
-     work, and which are not combined with it such as to form a larger
-     program, in or on a volume of a storage or distribution medium, is
-     called an "aggregate" if the compilation and its resulting
-     copyright are not used to limit the access or legal rights of the
-     compilation's users beyond what the individual works permit.
-     Inclusion of a covered work in an aggregate does not cause this
-     License to apply to the other parts of the aggregate.
-
-  6. Conveying Non-Source Forms.
-
-     You may convey a covered work in object code form under the terms
-     of sections 4 and 5, provided that you also convey the
-     machine-readable Corresponding Source under the terms of this
-     License, in one of these ways:
-
-       a. Convey the object code in, or embodied in, a physical product
-          (including a physical distribution medium), accompanied by the
-          Corresponding Source fixed on a durable physical medium
-          customarily used for software interchange.
-
-       b. Convey the object code in, or embodied in, a physical product
-          (including a physical distribution medium), accompanied by a
-          written offer, valid for at least three years and valid for
-          as long as you offer spare parts or customer support for that
-          product model, to give anyone who possesses the object code
-          either (1) a copy of the Corresponding Source for all the
-          software in the product that is covered by this License, on a
-          durable physical medium customarily used for software
-          interchange, for a price no more than your reasonable cost of
-          physically performing this conveying of source, or (2) access
-          to copy the Corresponding Source from a network server at no
-          charge.
-
-       c. Convey individual copies of the object code with a copy of
-          the written offer to provide the Corresponding Source.  This
-          alternative is allowed only occasionally and noncommercially,
-          and only if you received the object code with such an offer,
-          in accord with subsection 6b.
-
-       d. Convey the object code by offering access from a designated
-          place (gratis or for a charge), and offer equivalent access
-          to the Corresponding Source in the same way through the same
-          place at no further charge.  You need not require recipients
-          to copy the Corresponding Source along with the object code.
-          If the place to copy the object code is a network server, the
-          Corresponding Source may be on a different server (operated
-          by you or a third party) that supports equivalent copying
-          facilities, provided you maintain clear directions next to
-          the object code saying where to find the Corresponding Source.
-          Regardless of what server hosts the Corresponding Source, you
-          remain obligated to ensure that it is available for as long
-          as needed to satisfy these requirements.
-
-       e. Convey the object code using peer-to-peer transmission,
-          provided you inform other peers where the object code and
-          Corresponding Source of the work are being offered to the
-          general public at no charge under subsection 6d.
-
-
-     A separable portion of the object code, whose source code is
-     excluded from the Corresponding Source as a System Library, need
-     not be included in conveying the object code work.
-
-     A "User Product" is either (1) a "consumer product", which means
-     any tangible personal property which is normally used for personal,
-     family, or household purposes, or (2) anything designed or sold for
-     incorporation into a dwelling.  In determining whether a product
-     is a consumer product, doubtful cases shall be resolved in favor of
-     coverage.  For a particular product received by a particular user,
-     "normally used" refers to a typical or common use of that class of
-     product, regardless of the status of the particular user or of the
-     way in which the particular user actually uses, or expects or is
-     expected to use, the product.  A product is a consumer product
-     regardless of whether the product has substantial commercial,
-     industrial or non-consumer uses, unless such uses represent the
-     only significant mode of use of the product.
-
-     "Installation Information" for a User Product means any methods,
-     procedures, authorization keys, or other information required to
-     install and execute modified versions of a covered work in that
-     User Product from a modified version of its Corresponding Source.
-     The information must suffice to ensure that the continued
-     functioning of the modified object code is in no case prevented or
-     interfered with solely because modification has been made.
-
-     If you convey an object code work under this section in, or with,
-     or specifically for use in, a User Product, and the conveying
-     occurs as part of a transaction in which the right of possession
-     and use of the User Product is transferred to the recipient in
-     perpetuity or for a fixed term (regardless of how the transaction
-     is characterized), the Corresponding Source conveyed under this
-     section must be accompanied by the Installation Information.  But
-     this requirement does not apply if neither you nor any third party
-     retains the ability to install modified object code on the User
-     Product (for example, the work has been installed in ROM).
-
-     The requirement to provide Installation Information does not
-     include a requirement to continue to provide support service,
-     warranty, or updates for a work that has been modified or
-     installed by the recipient, or for the User Product in which it
-     has been modified or installed.  Access to a network may be denied
-     when the modification itself materially and adversely affects the
-     operation of the network or violates the rules and protocols for
-     communication across the network.
-
-     Corresponding Source conveyed, and Installation Information
-     provided, in accord with this section must be in a format that is
-     publicly documented (and with an implementation available to the
-     public in source code form), and must require no special password
-     or key for unpacking, reading or copying.
-
-  7. Additional Terms.
-
-     "Additional permissions" are terms that supplement the terms of
-     this License by making exceptions from one or more of its
-     conditions.  Additional permissions that are applicable to the
-     entire Program shall be treated as though they were included in
-     this License, to the extent that they are valid under applicable
-     law.  If additional permissions apply only to part of the Program,
-     that part may be used separately under those permissions, but the
-     entire Program remains governed by this License without regard to
-     the additional permissions.
-
-     When you convey a copy of a covered work, you may at your option
-     remove any additional permissions from that copy, or from any part
-     of it.  (Additional permissions may be written to require their own
-     removal in certain cases when you modify the work.)  You may place
-     additional permissions on material, added by you to a covered work,
-     for which you have or can give appropriate copyright permission.
-
-     Notwithstanding any other provision of this License, for material
-     you add to a covered work, you may (if authorized by the copyright
-     holders of that material) supplement the terms of this License
-     with terms:
-
-       a. Disclaiming warranty or limiting liability differently from
-          the terms of sections 15 and 16 of this License; or
-
-       b. Requiring preservation of specified reasonable legal notices
-          or author attributions in that material or in the Appropriate
-          Legal Notices displayed by works containing it; or
-
-       c. Prohibiting misrepresentation of the origin of that material,
-          or requiring that modified versions of such material be
-          marked in reasonable ways as different from the original
-          version; or
-
-       d. Limiting the use for publicity purposes of names of licensors
-          or authors of the material; or
-
-       e. Declining to grant rights under trademark law for use of some
-          trade names, trademarks, or service marks; or
-
-       f. Requiring indemnification of licensors and authors of that
-          material by anyone who conveys the material (or modified
-          versions of it) with contractual assumptions of liability to
-          the recipient, for any liability that these contractual
-          assumptions directly impose on those licensors and authors.
-
-     All other non-permissive additional terms are considered "further
-     restrictions" within the meaning of section 10.  If the Program as
-     you received it, or any part of it, contains a notice stating that
-     it is governed by this License along with a term that is a further
-     restriction, you may remove that term.  If a license document
-     contains a further restriction but permits relicensing or
-     conveying under this License, you may add to a covered work
-     material governed by the terms of that license document, provided
-     that the further restriction does not survive such relicensing or
-     conveying.
-
-     If you add terms to a covered work in accord with this section, you
-     must place, in the relevant source files, a statement of the
-     additional terms that apply to those files, or a notice indicating
-     where to find the applicable terms.
-
-     Additional terms, permissive or non-permissive, may be stated in
-     the form of a separately written license, or stated as exceptions;
-     the above requirements apply either way.
-
-  8. Termination.
-
-     You may not propagate or modify a covered work except as expressly
-     provided under this License.  Any attempt otherwise to propagate or
-     modify it is void, and will automatically terminate your rights
-     under this License (including any patent licenses granted under
-     the third paragraph of section 11).
-
-     However, if you cease all violation of this License, then your
-     license from a particular copyright holder is reinstated (a)
-     provisionally, unless and until the copyright holder explicitly
-     and finally terminates your license, and (b) permanently, if the
-     copyright holder fails to notify you of the violation by some
-     reasonable means prior to 60 days after the cessation.
-
-     Moreover, your license from a particular copyright holder is
-     reinstated permanently if the copyright holder notifies you of the
-     violation by some reasonable means, this is the first time you have
-     received notice of violation of this License (for any work) from
-     that copyright holder, and you cure the violation prior to 30 days
-     after your receipt of the notice.
-
-     Termination of your rights under this section does not terminate
-     the licenses of parties who have received copies or rights from
-     you under this License.  If your rights have been terminated and
-     not permanently reinstated, you do not qualify to receive new
-     licenses for the same material under section 10.
-
-  9. Acceptance Not Required for Having Copies.
-
-     You are not required to accept this License in order to receive or
-     run a copy of the Program.  Ancillary propagation of a covered work
-     occurring solely as a consequence of using peer-to-peer
-     transmission to receive a copy likewise does not require
-     acceptance.  However, nothing other than this License grants you
-     permission to propagate or modify any covered work.  These actions
-     infringe copyright if you do not accept this License.  Therefore,
-     by modifying or propagating a covered work, you indicate your
-     acceptance of this License to do so.
-
- 10. Automatic Licensing of Downstream Recipients.
-
-     Each time you convey a covered work, the recipient automatically
-     receives a license from the original licensors, to run, modify and
-     propagate that work, subject to this License.  You are not
-     responsible for enforcing compliance by third parties with this
-     License.
-
-     An "entity transaction" is a transaction transferring control of an
-     organization, or substantially all assets of one, or subdividing an
-     organization, or merging organizations.  If propagation of a
-     covered work results from an entity transaction, each party to that
-     transaction who receives a copy of the work also receives whatever
-     licenses to the work the party's predecessor in interest had or
-     could give under the previous paragraph, plus a right to
-     possession of the Corresponding Source of the work from the
-     predecessor in interest, if the predecessor has it or can get it
-     with reasonable efforts.
-
-     You may not impose any further restrictions on the exercise of the
-     rights granted or affirmed under this License.  For example, you
-     may not impose a license fee, royalty, or other charge for
-     exercise of rights granted under this License, and you may not
-     initiate litigation (including a cross-claim or counterclaim in a
-     lawsuit) alleging that any patent claim is infringed by making,
-     using, selling, offering for sale, or importing the Program or any
-     portion of it.
-
- 11. Patents.
-
-     A "contributor" is a copyright holder who authorizes use under this
-     License of the Program or a work on which the Program is based.
-     The work thus licensed is called the contributor's "contributor
-     version".
-
-     A contributor's "essential patent claims" are all patent claims
-     owned or controlled by the contributor, whether already acquired or
-     hereafter acquired, that would be infringed by some manner,
-     permitted by this License, of making, using, or selling its
-     contributor version, but do not include claims that would be
-     infringed only as a consequence of further modification of the
-     contributor version.  For purposes of this definition, "control"
-     includes the right to grant patent sublicenses in a manner
-     consistent with the requirements of this License.
-
-     Each contributor grants you a non-exclusive, worldwide,
-     royalty-free patent license under the contributor's essential
-     patent claims, to make, use, sell, offer for sale, import and
-     otherwise run, modify and propagate the contents of its
-     contributor version.
-
-     In the following three paragraphs, a "patent license" is any
-     express agreement or commitment, however denominated, not to
-     enforce a patent (such as an express permission to practice a
-     patent or covenant not to sue for patent infringement).  To
-     "grant" such a patent license to a party means to make such an
-     agreement or commitment not to enforce a patent against the party.
-
-     If you convey a covered work, knowingly relying on a patent
-     license, and the Corresponding Source of the work is not available
-     for anyone to copy, free of charge and under the terms of this
-     License, through a publicly available network server or other
-     readily accessible means, then you must either (1) cause the
-     Corresponding Source to be so available, or (2) arrange to deprive
-     yourself of the benefit of the patent license for this particular
-     work, or (3) arrange, in a manner consistent with the requirements
-     of this License, to extend the patent license to downstream
-     recipients.  "Knowingly relying" means you have actual knowledge
-     that, but for the patent license, your conveying the covered work
-     in a country, or your recipient's use of the covered work in a
-     country, would infringe one or more identifiable patents in that
-     country that you have reason to believe are valid.
-
-     If, pursuant to or in connection with a single transaction or
-     arrangement, you convey, or propagate by procuring conveyance of, a
-     covered work, and grant a patent license to some of the parties
-     receiving the covered work authorizing them to use, propagate,
-     modify or convey a specific copy of the covered work, then the
-     patent license you grant is automatically extended to all
-     recipients of the covered work and works based on it.
-
-     A patent license is "discriminatory" if it does not include within
-     the scope of its coverage, prohibits the exercise of, or is
-     conditioned on the non-exercise of one or more of the rights that
-     are specifically granted under this License.  You may not convey a
-     covered work if you are a party to an arrangement with a third
-     party that is in the business of distributing software, under
-     which you make payment to the third party based on the extent of
-     your activity of conveying the work, and under which the third
-     party grants, to any of the parties who would receive the covered
-     work from you, a discriminatory patent license (a) in connection
-     with copies of the covered work conveyed by you (or copies made
-     from those copies), or (b) primarily for and in connection with
-     specific products or compilations that contain the covered work,
-     unless you entered into that arrangement, or that patent license
-     was granted, prior to 28 March 2007.
-
-     Nothing in this License shall be construed as excluding or limiting
-     any implied license or other defenses to infringement that may
-     otherwise be available to you under applicable patent law.
-
- 12. No Surrender of Others' Freedom.
-
-     If conditions are imposed on you (whether by court order,
-     agreement or otherwise) that contradict the conditions of this
-     License, they do not excuse you from the conditions of this
-     License.  If you cannot convey a covered work so as to satisfy
-     simultaneously your obligations under this License and any other
-     pertinent obligations, then as a consequence you may not convey it
-     at all.  For example, if you agree to terms that obligate you to
-     collect a royalty for further conveying from those to whom you
-     convey the Program, the only way you could satisfy both those
-     terms and this License would be to refrain entirely from conveying
-     the Program.
-
- 13. Use with the GNU Affero General Public License.
-
-     Notwithstanding any other provision of this License, you have
-     permission to link or combine any covered work with a work licensed
-     under version 3 of the GNU Affero General Public License into a
-     single combined work, and to convey the resulting work.  The terms
-     of this License will continue to apply to the part which is the
-     covered work, but the special requirements of the GNU Affero
-     General Public License, section 13, concerning interaction through
-     a network will apply to the combination as such.
-
- 14. Revised Versions of this License.
-
-     The Free Software Foundation may publish revised and/or new
-     versions of the GNU General Public License from time to time.
-     Such new versions will be similar in spirit to the present
-     version, but may differ in detail to address new problems or
-     concerns.
-
-     Each version is given a distinguishing version number.  If the
-     Program specifies that a certain numbered version of the GNU
-     General Public License "or any later version" applies to it, you
-     have the option of following the terms and conditions either of
-     that numbered version or of any later version published by the
-     Free Software Foundation.  If the Program does not specify a
-     version number of the GNU General Public License, you may choose
-     any version ever published by the Free Software Foundation.
-
-     If the Program specifies that a proxy can decide which future
-     versions of the GNU General Public License can be used, that
-     proxy's public statement of acceptance of a version permanently
-     authorizes you to choose that version for the Program.
-
-     Later license versions may give you additional or different
-     permissions.  However, no additional obligations are imposed on any
-     author or copyright holder as a result of your choosing to follow a
-     later version.
-
- 15. Disclaimer of Warranty.
-
-     THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
-     APPLICABLE LAW.  EXCEPT WHEN OTHERWISE STATED IN WRITING THE
-     COPYRIGHT HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS"
-     WITHOUT WARRANTY OF ANY KIND, EITHER EXPRESSED OR IMPLIED,
-     INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF
-     MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE.  THE ENTIRE
-     RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH YOU.
-     SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF ALL
-     NECESSARY SERVICING, REPAIR OR CORRECTION.
-
- 16. Limitation of Liability.
-
-     IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN
-     WRITING WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES
-     AND/OR CONVEYS THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU
-     FOR DAMAGES, INCLUDING ANY GENERAL, SPECIAL, INCIDENTAL OR
-     CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE
-     THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA
-     BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD
-     PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER
-     PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF
-     THE POSSIBILITY OF SUCH DAMAGES.
-
- 17. Interpretation of Sections 15 and 16.
-
-     If the disclaimer of warranty and limitation of liability provided
-     above cannot be given local legal effect according to their terms,
-     reviewing courts shall apply local law that most closely
-     approximates an absolute waiver of all civil liability in
-     connection with the Program, unless a warranty or assumption of
-     liability accompanies a copy of the Program in return for a fee.
-
-
-END OF TERMS AND CONDITIONS
-===========================
-
-How to Apply These Terms to Your New Programs
-=============================================
-
-If you develop a new program, and you want it to be of the greatest
-possible use to the public, the best way to achieve this is to make it
-free software which everyone can redistribute and change under these
-terms.
-
-   To do so, attach the following notices to the program.  It is safest
-to attach them to the start of each source file to most effectively
-state the exclusion of warranty; and each file should have at least the
-"copyright" line and a pointer to where the full notice is found.
-
-     ONE LINE TO GIVE THE PROGRAM'S NAME AND A BRIEF IDEA OF WHAT IT DOES.
-     Copyright (C) YEAR NAME OF AUTHOR
-
-     This program is free software: you can redistribute it and/or modify
-     it under the terms of the GNU General Public License as published by
-     the Free Software Foundation, either version 3 of the License, or (at
-     your option) any later version.
-
-     This program is distributed in the hope that it will be useful, but
-     WITHOUT ANY WARRANTY; without even the implied warranty of
-     MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
-     General Public License for more details.
-
-     You should have received a copy of the GNU General Public License
-     along with this program.  If not, see `http://www.gnu.org/licenses/'.
-
-   Also add information on how to contact you by electronic and paper
-mail.
-
-   If the program does terminal interaction, make it output a short
-notice like this when it starts in an interactive mode:
-
-     PROGRAM Copyright (C) YEAR NAME OF AUTHOR
-     This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
-     This is free software, and you are welcome to redistribute it
-     under certain conditions; type `show c' for details.
-
-   The hypothetical commands `show w' and `show c' should show the
-appropriate parts of the General Public License.  Of course, your
-program's commands might be different; for a GUI interface, you would
-use an "about box".
-
-   You should also get your employer (if you work as a programmer) or
-school, if any, to sign a "copyright disclaimer" for the program, if
-necessary.  For more information on this, and how to apply and follow
-the GNU GPL, see `http://www.gnu.org/licenses/'.
-
-   The GNU General Public License does not permit incorporating your
-program into proprietary programs.  If your program is a subroutine
-library, you may consider it more useful to permit linking proprietary
-applications with the library.  If this is what you want to do, use the
-GNU Lesser General Public License instead of this License.  But first,
-please read `http://www.gnu.org/philosophy/why-not-lgpl.html'.
--- a/test/pkg/mfile_minimal_test/DESCRIPTION	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,13 +0,0 @@
-Name: mfile_minimal_test
-Version: 0.1.0
-Date: 2017-12-08
-Author: hopefully various authors
-Maintainer: hopefully some of those authors.
-Title: Example Minimal Package
-Description: Minimal package structure with only m-files.
-Depends: octave (>= 4.2.1)
-License: GPLv3+
-Categories: Test
-# BuildRequires:
-# SystemRequirements:
-# Url: external homepage
--- a/test/pkg/mfile_minimal_test/inst/example_mfile.m	Mon Apr 15 16:39:17 2024 +0200
+++ /dev/null	Thu Jan 01 00:00:00 1970 +0000
@@ -1,41 +0,0 @@
-########################################################################
-##
-## Copyright (C) 2017-2024 The Octave Project Developers
-##
-## See the file COPYRIGHT.md in the top-level directory of this
-## distribution or <https://octave.org/copyright/>.
-##
-## This program is free software; you can redistribute it and/or
-## modify it under the terms of the GNU General Public License as
-## published by the Free Software Foundation; either version 3 of the
-## License, or (at your option) any later version.
-##
-## This program is distributed in the hope that it will be useful, but
-## WITHOUT ANY WARRANTY; without even the implied warranty of
-## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
-## General Public License for more details.
-##
-## You should have received a copy of the GNU General Public License
-## along with this program; if not, see <http://www.gnu.org/licenses/>.
-
-## -*- texinfo -*-
-## @deftypefn {Function File} {@var{ret} =} example_mfile (@var{arg})
-## Placeholder for an mfile function.
-##
-## @var{arg}: argument. @var{ret}: returned value.
-##
-## Although this file is so short, a license text is contained as an
-## example.
-##
-## @seealso{example_open, example_close, example_do_something}
-## @end deftypefn
-
-function ret = example_mfile (arg)
-
-  if (nargin () != 1)
-    print_usage ();
-  endif
-
-  ret = arg;
-
-endfunction
--- a/test/pkg/module.mk	Mon Apr 15 16:39:17 2024 +0200
+++ b/test/pkg/module.mk	Tue Apr 16 12:36:15 2024 -0400
@@ -1,14 +1,14 @@
 pkg_TEST_FILES = \
     %reldir%/pkg.tst \
-    %reldir%/mfile_basic_test/INDEX \
-    %reldir%/mfile_basic_test/NEWS \
-    %reldir%/mfile_basic_test/DESCRIPTION \
-    %reldir%/mfile_basic_test/doc/macros.texi \
-    %reldir%/mfile_basic_test/doc/example-package.txi \
-    %reldir%/mfile_basic_test/COPYING \
-    %reldir%/mfile_basic_test/inst/example_mfile.m \
-    %reldir%/mfile_minimal_test/DESCRIPTION \
-    %reldir%/mfile_minimal_test/COPYING \
-    %reldir%/mfile_minimal_test/inst/example_mfile.m
+    %reldir%/mfile-basic-test/INDEX \
+    %reldir%/mfile-basic-test/NEWS \
+    %reldir%/mfile-basic-test/DESCRIPTION \
+    %reldir%/mfile-basic-test/doc/macros.texi \
+    %reldir%/mfile-basic-test/doc/example-package.txi \
+    %reldir%/mfile-basic-test/COPYING \
+    %reldir%/mfile-basic-test/inst/example_mfile.m \
+    %reldir%/mfile-minimal-test/DESCRIPTION \
+    %reldir%/mfile-minimal-test/COPYING \
+    %reldir%/mfile-minimal-test/inst/example_mfile.m
 
 TEST_FILES += $(pkg_TEST_FILES)
--- a/test/pkg/pkg.tst	Mon Apr 15 16:39:17 2024 +0200
+++ b/test/pkg/pkg.tst	Tue Apr 16 12:36:15 2024 -0400
@@ -56,7 +56,7 @@
 %! rmtmpdir = @onCleanup (@() test_cleanup (prefix));
 %!
 %! ## Create tar.gz file packages of testing directories in prefix directory
-%! mfile_pkg_name = {"mfile_basic_test", "mfile_minimal_test"};
+%! mfile_pkg_name = {"mfile-basic-test", "mfile-minimal-test"};
 %! mfile_pkg_tar = fullfile (prefix, strcat (mfile_pkg_name, ".tar"));
 %! mfile_pkg_tgz = strcat (mfile_pkg_tar, ".gz");
 %! for i = 1:numel (mfile_pkg_name)