From 7f39bbf9af915ccfc81c54ee79afc6b740d0f582 Mon Sep 17 00:00:00 2001 From: rylon Date: Mon, 15 Jul 2013 15:08:54 +0200 Subject: [PATCH] =?UTF-8?q?thesis=20einleitung,=20=C3=BCbersicht,=20daten,?= =?UTF-8?q?=20validierung?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../Bachelor Thesis/thesis_ug/TUDthesis.aux | 26 +-- .../Bachelor Thesis/thesis_ug/TUDthesis.log | 193 +++++++++++------- .../Bachelor Thesis/thesis_ug/TUDthesis.pdf | Bin 157183 -> 148766 bytes .../thesis_ug/TUDthesis.synctex.gz | Bin 50905 -> 60719 bytes .../Bachelor Thesis/thesis_ug/TUDthesis.tex | 1 - .../Bachelor Thesis/thesis_ug/TUDthesis.toc | 26 +-- ss2013/Bachelor Thesis/thesis_ug/daten.tex | 28 ++- .../Bachelor Thesis/thesis_ug/einleitung.tex | 6 + .../Bachelor Thesis/thesis_ug/uebersicht.tex | 9 + .../Bachelor Thesis/thesis_ug/validierung.tex | 3 +- 10 files changed, 186 insertions(+), 106 deletions(-) diff --git a/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.aux b/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.aux index 4f404d9e..6107bcc4 100644 --- a/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.aux +++ b/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.aux @@ -1,26 +1,26 @@ \relax \@writefile{toc}{\contentsline {section}{\numberline {1}\"Ubersicht}{2}} -\@writefile{toc}{\contentsline {section}{\numberline {2}Abstract}{2}} -\@writefile{toc}{\contentsline {section}{\numberline {3}Einleitung}{2}} +\@writefile{toc}{\contentsline {section}{\numberline {2}Abstract}{3}} +\@writefile{toc}{\contentsline {section}{\numberline {3}Einleitung}{3}} \@writefile{toc}{\contentsline {section}{\numberline {4}Daten}{3}} \@writefile{toc}{\contentsline {subsection}{\numberline {4.1}Aufbereitung der Daten}{3}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.1}CSV parsen}{3}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.2}Geographischer Ausschnitt der Daten}{3}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.3}Aufbereitung der Abbiegewahrscheinlichkeiten}{3}} -\@writefile{toc}{\contentsline {section}{\numberline {5}Modell}{3}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.1}CSV parsen}{4}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.2}Geographischer Ausschnitt der Daten}{4}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {4.1.3}Aufbereitung der Abbiegewahrscheinlichkeiten}{4}} +\@writefile{toc}{\contentsline {section}{\numberline {5}Modell}{4}} \@writefile{toc}{\contentsline {subsection}{\numberline {5.1}Modell als Graph}{4}} \@writefile{toc}{\contentsline {subsection}{\numberline {5.2}Modell als Matrix}{4}} \@writefile{toc}{\contentsline {section}{\numberline {6}Berechnung}{4}} \@writefile{toc}{\contentsline {subsection}{\numberline {6.1}Das Zeitproblem}{4}} \@writefile{toc}{\contentsline {subsection}{\numberline {6.2}Ans\"atze}{4}} \@writefile{toc}{\contentsline {subsubsection}{\numberline {6.2.1}Markov-Ketten HMM}{4}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {6.2.2}Neuronale Netze}{4}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {6.2.3}Gleichungssystem}{4}} -\@writefile{toc}{\contentsline {subsection}{\numberline {6.3}Lineares Gleichungssystem}{4}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {6.3.1}Gleichungen innerhalb einer Kreuzung}{4}} -\@writefile{toc}{\contentsline {subsubsection}{\numberline {6.3.2}Gleichungen zwischen Kreuzungen}{4}} -\@writefile{toc}{\contentsline {section}{\numberline {7}Visualisierung}{4}} -\@writefile{toc}{\contentsline {subsection}{\numberline {7.1}Visualisierung des Graphen}{4}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {6.2.2}Neuronale Netze}{5}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {6.2.3}Gleichungssystem}{5}} +\@writefile{toc}{\contentsline {subsection}{\numberline {6.3}Lineares Gleichungssystem}{5}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {6.3.1}Gleichungen innerhalb einer Kreuzung}{5}} +\@writefile{toc}{\contentsline {subsubsection}{\numberline {6.3.2}Gleichungen zwischen Kreuzungen}{5}} +\@writefile{toc}{\contentsline {section}{\numberline {7}Visualisierung}{5}} +\@writefile{toc}{\contentsline {subsection}{\numberline {7.1}Visualisierung des Graphen}{5}} \@writefile{toc}{\contentsline {subsection}{\numberline {7.2}Visualisierung des Graphen mit Geoinformationen}{5}} \@writefile{toc}{\contentsline {section}{\numberline {8}Validierung}{5}} \@writefile{toc}{\contentsline {subsection}{\numberline {8.1}Testdatenmenge}{5}} diff --git a/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.log b/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.log index 76ab629d..ab8acd40 100644 --- a/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.log +++ b/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.1415926-1.40.11 (MiKTeX 2.9) (preloaded format=pdflatex 2013.7.9) 14 JUL 2013 15:14 +This is pdfTeX, Version 3.1415926-1.40.11 (MiKTeX 2.9) (preloaded format=pdflatex 2013.7.9) 15 JUL 2013 15:07 entering extended mode **TUDthesis.tex ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\TUDthesis.tex" @@ -650,106 +650,106 @@ Package Warning: Command `\dateofexam ' ignored! \TUD@sponsorbox=\box37 \TUD@tmp@height=\skip116 \TUD@tmp@depth=\skip117 -LaTeX Font Info: Try loading font information for T1+5fp on input line 23. -LaTeX Font Info: No file T15fp.fd. on input line 23. +LaTeX Font Info: Try loading font information for T1+5fp on input line 22. +LaTeX Font Info: No file T15fp.fd. on input line 22. LaTeX Font Warning: Font shape `T1/5fp/mb/n' undefined -(Font) using `T1/cmr/m/n' instead on input line 23. +(Font) using `T1/cmr/m/n' instead on input line 22. -LaTeX Font Info: Try loading font information for OT1+mdbch on input line 23 +LaTeX Font Info: Try loading font information for OT1+mdbch on input line 22 . ("C:\Program Files (x86)\MiKTeX\tex\latex\mathdesign\mdbch\ot1mdbch.fd" File: ot1mdbch.fd 2013/06/19 Fontinst v1.933 font definitions for OT1/mdbch. ) LaTeX Font Info: Font shape `OT1/mdbch/m/n' will be -(Font) scaled to size 9.50406pt on input line 23. +(Font) scaled to size 9.50406pt on input line 22. LaTeX Font Info: Font shape `OT1/mdbch/m/n' will be -(Font) scaled to size 6.62404pt on input line 23. +(Font) scaled to size 6.62404pt on input line 22. LaTeX Font Info: Font shape `OT1/mdbch/m/n' will be -(Font) scaled to size 5.66403pt on input line 23. -LaTeX Font Info: Try loading font information for OML+mdbch on input line 23 +(Font) scaled to size 5.66403pt on input line 22. +LaTeX Font Info: Try loading font information for OML+mdbch on input line 22 . ("C:\Program Files (x86)\MiKTeX\tex\latex\mathdesign\mdbch\omlmdbch.fd" File: omlmdbch.fd 2013/06/19 Fontinst v1.933 font definitions for OML/mdbch. ) LaTeX Font Info: Font shape `OML/mdbch/m/it' will be -(Font) scaled to size 9.50406pt on input line 23. +(Font) scaled to size 9.50406pt on input line 22. LaTeX Font Info: Font shape `OML/mdbch/m/it' will be -(Font) scaled to size 6.62404pt on input line 23. +(Font) scaled to size 6.62404pt on input line 22. LaTeX Font Info: Font shape `OML/mdbch/m/it' will be -(Font) scaled to size 5.66403pt on input line 23. -LaTeX Font Info: Try loading font information for OMS+mdbch on input line 23 +(Font) scaled to size 5.66403pt on input line 22. +LaTeX Font Info: Try loading font information for OMS+mdbch on input line 22 . ("C:\Program Files (x86)\MiKTeX\tex\latex\mathdesign\mdbch\omsmdbch.fd" File: omsmdbch.fd 2013/06/19 Fontinst v1.933 font definitions for OMS/mdbch. ) LaTeX Font Info: Font shape `OMS/mdbch/m/n' will be -(Font) scaled to size 9.50406pt on input line 23. +(Font) scaled to size 9.50406pt on input line 22. LaTeX Font Info: Font shape `OMS/mdbch/m/n' will be -(Font) scaled to size 6.62404pt on input line 23. +(Font) scaled to size 6.62404pt on input line 22. LaTeX Font Info: Font shape `OMS/mdbch/m/n' will be -(Font) scaled to size 5.66403pt on input line 23. -LaTeX Font Info: Try loading font information for OMX+mdbch on input line 23 +(Font) scaled to size 5.66403pt on input line 22. +LaTeX Font Info: Try loading font information for OMX+mdbch on input line 22 . ("C:\Program Files (x86)\MiKTeX\tex\latex\mathdesign\mdbch\omxmdbch.fd" File: omxmdbch.fd 2013/06/19 Fontinst v1.933 font definitions for OMX/mdbch. ) LaTeX Font Info: Font shape `OMX/mdbch/m/n' will be -(Font) scaled to size 9.50406pt on input line 23. +(Font) scaled to size 9.50406pt on input line 22. LaTeX Font Info: Font shape `OMX/mdbch/m/n' will be -(Font) scaled to size 6.62404pt on input line 23. +(Font) scaled to size 6.62404pt on input line 22. LaTeX Font Info: Font shape `OMX/mdbch/m/n' will be -(Font) scaled to size 5.66403pt on input line 23. +(Font) scaled to size 5.66403pt on input line 22. LaTeX Font Info: Font shape `OML/mdbch/m/n' will be -(Font) scaled to size 9.50406pt on input line 23. +(Font) scaled to size 9.50406pt on input line 22. LaTeX Font Info: Font shape `OML/mdbch/m/n' will be -(Font) scaled to size 6.62404pt on input line 23. +(Font) scaled to size 6.62404pt on input line 22. LaTeX Font Info: Font shape `OML/mdbch/m/n' will be -(Font) scaled to size 5.66403pt on input line 23. -LaTeX Font Info: Try loading font information for MDA+mdbch on input line 23 +(Font) scaled to size 5.66403pt on input line 22. +LaTeX Font Info: Try loading font information for MDA+mdbch on input line 22 . ("C:\Program Files (x86)\MiKTeX\tex\latex\mathdesign\mdbch\mdamdbch.fd" File: mdamdbch.fd 2013/06/19 Fontinst v1.933 font definitions for MDA/mdbch. ) LaTeX Font Info: Font shape `MDA/mdbch/m/n' will be -(Font) scaled to size 9.50406pt on input line 23. +(Font) scaled to size 9.50406pt on input line 22. LaTeX Font Info: Font shape `MDA/mdbch/m/n' will be -(Font) scaled to size 6.62404pt on input line 23. +(Font) scaled to size 6.62404pt on input line 22. LaTeX Font Info: Font shape `MDA/mdbch/m/n' will be -(Font) scaled to size 5.66403pt on input line 23. -LaTeX Font Info: Try loading font information for MDB+mdbch on input line 23 +(Font) scaled to size 5.66403pt on input line 22. +LaTeX Font Info: Try loading font information for MDB+mdbch on input line 22 . ("C:\Program Files (x86)\MiKTeX\tex\latex\mathdesign\mdbch\mdbmdbch.fd" File: mdbmdbch.fd 2013/06/19 Fontinst v1.933 font definitions for MDB/mdbch. ) LaTeX Font Info: Font shape `MDB/mdbch/m/n' will be -(Font) scaled to size 9.50406pt on input line 23. +(Font) scaled to size 9.50406pt on input line 22. LaTeX Font Info: Font shape `MDB/mdbch/m/n' will be -(Font) scaled to size 6.62404pt on input line 23. +(Font) scaled to size 6.62404pt on input line 22. LaTeX Font Info: Font shape `MDB/mdbch/m/n' will be -(Font) scaled to size 5.66403pt on input line 23. -LaTeX Font Info: Try loading font information for OML+mdput on input line 23 +(Font) scaled to size 5.66403pt on input line 22. +LaTeX Font Info: Try loading font information for OML+mdput on input line 22 . ("C:\Program Files (x86)\MiKTeX\tex\latex\mathdesign\mdput\omlmdput.fd" File: omlmdput.fd 2013/06/19 Fontinst v1.933 font definitions for OML/mdput. ) LaTeX Font Info: Font shape `OML/mdput/m/it' will be -(Font) scaled to size 9.30602pt on input line 23. +(Font) scaled to size 9.30602pt on input line 22. LaTeX Font Info: Font shape `OML/mdput/m/it' will be -(Font) scaled to size 6.48601pt on input line 23. +(Font) scaled to size 6.48601pt on input line 22. LaTeX Font Info: Font shape `OML/mdput/m/it' will be -(Font) scaled to size 5.546pt on input line 23. +(Font) scaled to size 5.546pt on input line 22. \@TUD@titlelines=\count105 LaTeX Font Warning: Font shape `T1/5fp/m/n' undefined -(Font) using `T1/cmr/m/n' instead on input line 23. +(Font) using `T1/cmr/m/n' instead on input line 22. File: tud_logo.pdf Graphic file (type pdf) @@ -764,54 +764,103 @@ Non-PDF special ignored! Non-PDF special ignored!{C:/ProgramData/MiKTeX/2.9/pdftex/config/pdftex.map} ] -Underfull \hbox (badness 10000) in paragraph at lines 23--23 +Underfull \hbox (badness 10000) in paragraph at lines 22--22 [] -LaTeX Font Info: Try loading font information for T1+5sf on input line 23. -LaTeX Font Info: No file T15sf.fd. on input line 23. - -LaTeX Font Warning: Font shape `T1/5sf/m/n' undefined -(Font) using `T1/cmr/m/n' instead on input line 23. - - -File: by-nc-nd.pdf Graphic file (type pdf) - [0 - - ] [1 - - - +[0 ] -("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\TUDthesis.toc") +LaTeX Font Info: Try loading font information for T1+5sf on input line 24. +LaTeX Font Info: No file T15sf.fd. on input line 24. + + +LaTeX Font Warning: Font shape `T1/5sf/m/n' undefined +(Font) using `T1/cmr/m/n' instead on input line 24. + +[1 + + + + +] ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\TUDthesis.toc") \tf@toc=\write3 -("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\uebersicht.tex") -("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\abstract.tex") -("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\einleitung.tex") -[2 - -] ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\daten.tex" -Underfull \hbox (badness 10000) in paragraph at lines 1--16 +("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\uebersicht.tex" +Underfull \hbox (badness 10000) in paragraph at lines 1--8 [] -) ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\modell.tex" -[3]) ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\berechnung.tex" -) ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\visualisierung.tex -") ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\validierung.tex" -[4]) [5] -("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\TUDthesis.aux") +) ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\abstract.tex") +[2 + +] ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\einleitung.tex") ( +"C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\daten.tex" +! Missing number, treated as zero. + + B +l.6 [BILD MIT AUSSCHNITT] + \\ +A number should have been here; I inserted `0'. +(If you can't figure out why I needed to see a number, +look up `weird error' in the index to The TeXbook.) + +! Illegal unit of measure (pt inserted). + + B +l.6 [BILD MIT AUSSCHNITT] + \\ +Dimensions can be in units of em, ex, in, pt, pc, +cm, mm, dd, cc, nd, nc, bp, or sp; but yours is a new one! +I'll assume that you meant to say pt, for printer's points. +To recover gracefully from this error, it's best to +delete the erroneous units; e.g., type `2' to delete +two letters. (See Chapter 27 of The TeXbook.) + + +Underfull \hbox (badness 10000) in paragraph at lines 1--7 + + [] + + +Underfull \hbox (badness 10000) in paragraph at lines 1--7 + + [] + + +! LaTeX Error: There's no line here to end. + +See the LaTeX manual or LaTeX Companion for explanation. +Type H for immediate help. + ... + +l.10 A + bbiegewahrscheinlichkeiten von Michael Scholz. Wurden duch Lösung des... + +Your command was ignored. +Type I to replace it with another command, +or to continue without it. + + +Underfull \hbox (badness 10000) in paragraph at lines 10--19 + + [] + +[3]) ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\modell.tex") +("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\berechnung.tex" +[4]) +("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\visualisierung.tex") +("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\validierung.tex") +[5] ("C:\Daten\source\college\ss2013\Bachelor Thesis\thesis_ug\TUDthesis.aux") LaTeX Font Warning: Some font shapes were not available, defaults substituted. ) Here is how much of TeX's memory you used: - 6969 strings out of 494019 - 107705 string characters out of 3145627 - 201991 words of memory out of 3000000 - 10068 multiletter control sequences out of 15000+200000 + 6963 strings out of 494019 + 107611 string characters out of 3145627 + 200991 words of memory out of 3000000 + 10063 multiletter control sequences out of 15000+200000 29025 words of font info for 51 fonts, out of 3000000 for 9000 714 hyphenation exceptions out of 8191 65i,12n,77p,639b,468s stack positions out of 5000i,500n,10000p,200000b,50000s @@ -823,9 +872,9 @@ ec\dpi633\ecrm0900.pk> -Output written on TUDthesis.pdf (7 pages, 157183 bytes). +Output written on TUDthesis.pdf (7 pages, 148766 bytes). PDF statistics: - 364 PDF objects out of 1000 (max. 8388607) + 346 PDF objects out of 1000 (max. 8388607) 0 named destinations out of 1000 (max. 500000) - 23 words of extra memory for PDF output out of 10000 (max. 10000000) + 18 words of extra memory for PDF output out of 10000 (max. 10000000) diff --git a/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.pdf b/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.pdf index b58c93bfdb9a06b402250fdef66f01d2008dc63e..ae5710d309cce35ea1b7a4d110d6b7a8ccb2d177 100644 GIT binary patch delta 29029 zcmZsi1yohd7wA27Bc(JKC8W8RmJpDXknWHYkPd0Rq@XkxI7)}0bV-Q{N(dsQNJt|o zp#lOT@dg#X|9bDO<&v2*Gkf;zv(MhYnS0JrH(}NT!pf_G7-)eCO9+W^pW;F5G`Y4S zs3$gQV*CVSvE$Zav_Cvex!k_?!5i^2R_?VC*7&u9J^7sLx0l)?0{gt#X^rJ7znCHOCht`dzxgY#BZsw{t6-P4gbUBB z_f4*#53RrfS#r`1j)}Kba?iB{(Lwo5%d2xw%kGfT=E`Qt+FxHQ+rgYq7A}p;(@}QD z=dj)}4w2Rf@n5udYVEmUKEkn|cj0zT%x-k;z*bIQa#654nql?xL>U9_rEa?v+L+Id_rOc3vWFWqU z?8C?KYXyiJ!_tDFMv5T>5jsQyI(A-ew>@p_ybwqc%wd@{7WmT_K!bUiOp57hWQ9-| zk4>r?`V?*~*M5}cN0P8jK?YI-xl6>tCFwoG>{{3E`Hv&|1aN9)=DKG-91VQ?(F)Np zrjp3vN&iYYi=GNa+;5zo@0v0lx_dina5*)3?#XB%Zib!j*IKur=<-Y{&HRUU3>h@+ zmB~lcwY(*YgKxI+TjjN@;2&=PR7DB?KdOo!s|q18i7n@tL~3xN;goa0?`$*2e3vWGaL6XE37GgzzJ?h8ysSm4@Jgvesqx~{<`A&>f< zUWiFXyB|F{uRL{hNwy39UT7)FQeZzZCNfWj(RV&vi08i5T)PtW`yk$f zz%#K(U5j7$Q9%eVr5k;_T=Eljt}~+wR+M|32O{qZ&x{J{>ayB2>+s1CWI1yytfTQU zMKMHsW9Z*X!Ipk_TjYz*lk>t!iEJsZxgLyB!Zzj{Vf+5Yyhc6f z%i*@;#(7?J+=E{hdgBzEUCst2jnC2T!aDq)Rp%H6NqC5{f;8gQ((#;#a#goQ(vQAi zHDjutTp)eGHhSHIu%KbHHsx+X+D+bpE>6zpwkqDKwsLG`WZfMJ27Ub>Z_qUdK9CH5 zcYVvqo>$c3u36)v-SE&+$iOAZOB(_-%opg`{9my!>kyGYIh)#8@v!aDku2B27Wz^m znf9z=m(S+8ylsu9ERkCxj~1-FpIRU3wCi0CzenX#9-cg*q@nc-{}Gyxo@FIMcI~Qw zw?&;A@0%goOET(c9i|kk1SX5D?5nY6jNV&s^*%pkA70)s-Sa8yR!Y2i*I-Cn(Wk!$ z#*16#^Vf4Lzk1n;dPjW8A|WL9SH&_~(3r#6Ghy@Fva@fpC=+>1=;q9oTV?MI8Yk_Q zW7~6-R_$nnYjZS=+wi-Nrl=061{6q?Ec2qCbCzOc%Qkzakbj#*P3}}++MBb_izV+B-!7{dUMpVx zTH9gu>(k1naqf36Qz41K8MgB>oy~i^Vzy-qVGI`P8*PS#CEtT=3W5abv`@dBGH2n^s_8&Sz57NSWILm!OT_Dcal-?`gNvUFaKijWJ(3t4*nrc(>OMqb!ga zrG@91+8E93ORMqb`@Vl zjUq#?jJOmVl(fHNV*JpO9+$yd->c<<%=uWp$RvIBaeL&*m4S560m1&E{qJYc>nTZr z^FuGsRK31m`O*n{Zy`lA2*0gVDKG7x@DghFh|EHmLmU$srd- zp~+_}jTYFWq;rMq51;VI=2{t*qpNhVpR!}G>IXW_s~dji(JY@;-V^qi*v_SZ~ zQU;VjXGLf(JSh(ON$%?wJe$<_vuB8Lx@@)Lmyc%8L$~L3IEp4bAz269=jb?;_}x{m z`OzyyY0{i&q`J*?hiW`!rt?~Vnq3A7R_h`rm5;!Q8z*7pN73-mN(P_ZzmUe%yP#P;XewTve)(gc6GoClhrMQt6%f*(~uk9;z zW!;0b)=hpOt~uK-8{9>ymriScz2t$fyCy=bt1M7|$22$IcwzcZ%L`6_98a7xxDP$o zUp@QE@Q6gl&Z=fqJbdOIR(9;@FSMhBgepqVjH!P`?R&7(g-2aJ@RvlzlC;=`Nv;)l zHRt%NlfH=Bi}m%k?bKoP{Le?lMScIH`l4j=aOi z=ll6CW5GNY#fCZY=)mKTbF-08>BuX8mF5RS?uUuXN^z`6T|_#4m0*wwLC*9^^@!jX7*){NeUj-}?9gW0q9 z$(h$vqow=1|Wj*{gH2M{E>BeVmWY``TtwHYG1n#1Y!+2?kXkf$0f zyY!fav51|WNWtaZ-JyZ=qC0|-O>o3gw+Yo~+tGS*W`OFqT4vG}5y{rEyQ3>B>rFOs z-0UGoib{)SH?N=3aUQtcIPKRKUY^r>U)*oV7RtmzwEE%8??(T0Z~vygTwR~#`f+A{ zYH}@HHT^=4F!y3iL#=dxzzQ32FA{U*jNe`x~3w)P#>c z?K(!5YK2(NYcVQIaw4ztn~>QJOyVjS?jRCq?Ml+k|3)a3@E?RiVR{43Q3#77P=9z3Ak--~VNxDa;|QUIC17oGhzo6^<~1%#`Rcdf zdp^As#m$3}bjGe~>+UWS&pPfp@&vrr88Q}=glCio0GWI-85A_I?zSS<^ANoLrMHm_ zekIoPWxd({uCu=#t2fN1x`p=7&s#L0TFe(-TtRO)+snNFX>iD`InG9I2;#2=ZK>;u zy-NH>+s`ET`QNUz3uvBv!*u&2JhHL|K}q)-wm{*rpPRNB`{Z?8#4<14A7Cz;?S8R$ ztHqlXKp^mtJ3hA3t{tZOB_*S*WJk>}?rzWOCzpDPT@SUr{gQ4t%1bOd|I^Qap96$( zGL}cEUgJAbangMfjmrV~u7TZ>O%@|J8N&uwP3wLcDN#2;07jo+De?Hux5aP zXbS)DT&^q`r>OM3LY}JMgi<5dlNEjhU6EPhd*^udNrB8|ve`j@TKbn|w`=MS-Z$!* zzvcaOcG-4mEKarco`ciG*?A)V72TzX>`+0P&vzV$gq@T5qbZD8erb*_r3ExU+AjQ1 zt7fBlFAlzRTluQaB6^&JG@7?5%V8y{KIp?!n?c0WY1$y(c$>>MKVfOrRB>SmwM@%z zd)554a+#*RCccBa2bZFmTzr(})|bkxiuoDR{46Ig*hi!Hs{8MC3fvwpxjC^?P3eD+ zo^t_@9#OJNE*{B~yB!z${ui}^w#&TJmk<5jL+^r%NVDf2zq*L7O1Z_YAKY=C%r%}t zDa5NFyNEJYcvGAXH30fWk=wCi8^Gsn|zFR{A| z*RB`&7pqTbOq5l}qLT-qaDjqy;d-@^$GHm(`S^lU@f3@UMD5HW0!K zS2xhtZ_g{g5h?A8K3jjwoJ4ZzW`Dgl3eHK!6!2LbI^0#A8>CgPta831b&b?Kgth3K z2>II;_agryg`sEpY>(PSo;_gmp4D|njC_iD|`eVa18<)KRsbd@sce7weUOiG%F+fTK8T6Ow#FL?SYs3hT0FC{(G zH4YE`q$8dlQI3%3so*XdLp;lU&^d>4QhZK$K}IPU>2IU=x|JF4s-C9om-*>mX4b0i zAu~2ut!6z8H;9zc>Hf2yWp!3n@9DQuBe1F_5Vi-o-ysd$tM^;7Tk}nIUk}{K4(R*sbh&x9T2*bN*iGp1r?`8IY`Imo38X*vXE1 zo!Xoll0VS9lTpbXEdRTBB(z7zPii=p{+;z(&YbYYK-Y5xztPX1Pa`y*v^wzph*am? z-r*(0uAbnFLD__(FPFD?Z?Ig=^mvD(G;%@jlUgU%_W9>lCd6lM9%U?$i@3o_I)a5J z)?yFbsNw@(cu!(K>koNp%3gb0BlyD2)wB8CB*9r`Uo*KOyTN)RN`|9PP8wyS7CBGu zS*$(n%3)6}-O{>+COlM`H@#&>egcb!_9<;|_*ZcPH~mDQ>5h z$rU#@e0S;ARMU089m;{2oE7XyicvdzGxeg8uvg5RUtDR^Z}ZWLm`A?TL4j?Wse-(U zde`F5y=kE=Wlf~J`K_Q@TWA8xnJ1>irwV`X#SzIoOxlq_P{ZD<07+yh?Fu&bnN`!} zZd%;*?~Q7-7?iOTn0#bHT(@xbV^5_7KK@(MO!Do|BY}nC?{gqLK`A9(OL?tf{aQD; zhw&r64M)hL(Lp#maieznLf&Ezj#)=^u-*r*?SwF?Zfv&Vd{U!bCqBdLsgfUmW0AzM z=_tYmLl=|0e-9QqrDbg?BbRH0WY}1f#bO=&c$mMnWXl00s)y|9c z8L7{TishUkLZRm=BvcE!(j3j05ZeSXmC>36JY)yhGUNIEPjI43y&4aTvt>scO4iS` z#u8*1To2L|)Se|w%X^!)P!Qa^#DL$o*rR{u&a+F5cZ^N!NTprqg0Ef2R*{0B)p#M! z>^e{Sq^l-!+lTphs_nG=`lMwhhA;3IVk5rHN(L2gc+a7+if21qb|RRFH4QbnUa#T~ zhxv9HUJd(Y;@s)XE)=6vBxbek!u*}fLPVZoqCr@PS$-h=(5n9c;V)+QR+EWa!CBT9 zQJLcrll-BI1oxQ)7Ji)Q*!J$Xsh2(iGNw5$Bfbf275Ab@5^@y#WTw8z<0M@oq*D)0 ziz8~gvNV&59*Z2StA2!^IPz`Yr2d@Zs8s}>F!ud6gUX z_gOr6JY4zRU_xtar)%gOC4Px`=YAMxAy>gxi*xzh9{!nV2SZx|ym}4l;;Re9w>uG3 z&W`OvQd#9pk0|k7lUcL)EU@!$PP@9`(y`pK)?z0lh(sG36$*@tHYc_)i`{y+CASb; zcW>>$`aaFuc8(jpGuYe4R=X5-#ag3p&wDo2z4k;A<_gizx|falmY1>UD2~C;f6@w9 zNqj~*P3sNbgP!rlJReJ4O{k1Op~{;#jo_@X$UN1zPA|j#`%ZFjd6?n4>4CV zjj0t`MA#Q-S<*tT18zTe^>K?m3;;Qeaq?T)U0BD}gWn@07r zY|X;_fJDb4zv5L>!>eOT9kx5hNU1qITvRiY+jjO!HJlxX1*F%!mD_lurMbNPe#8P+ZolTP6^w+YilQX2> zw0a9PTV*@BZL4V^$@RVOSaI7uAMLNHHfDZD(=_O~uv(-y{Ih!1HDEWA5bw%u-(jj~ zX4OkQG79d}y5qujZ(l0M-@^@j`{4|yR9jBMzLWo}I4hs!q8lHR2H!mk5}onw`Y4iq ziIxTNTel+yP2G$7Ag^**$C%ERY=a5+a;6+(?U-7hmzC% z+Br0qgfDN^`8JHs?S-f<8w(s=29k_smigC}4H43o`K!Nzf_}G($Y}TO zD|J$?PffCuSNFPF+7IH}KQWa)XL@TehxDzQ-{RRuLv%ZFP-xj(6~=Jabv1w69~VC~ zpIIzG=1&O+?3q%<6)Qg+q2S6B&>WerCKGKe4HII9J>6xMG1m6oKTWxG&naZR5*~2a zQgcpGpLr)kYW`xlOQw|C;l9`fEc$NU@X#Rq5dVZXPW~EUj$!@NvuX2_#EHcAH6cZ9 zm-p^PFrv^l(pX*P9w}iDS=*!( z$pjOuGw-BivqtAJ{30%@)oD5Ux1h69)*WV(2U6sT+?F4EG6(KBu2iWocd}!71fNA+ zD`?hYS5qP~R>|t;-QLO$%)VKVX(7DVpdilobLXkr8u}5fWoyXh*fNiA-xADw{&3#^ zd(XWl%cJ``Vj38I>PE+g-7q$zUq_ScvY4t*R2ZwAShD}mey6jH6h82S2(XbTk-vK$ zdUM@z@r_JNq?=zcZCUe`bvt4#R^!w%#so8cd1iGbq5M{xnpD!pUq6S-T>V#Hx9aoH zL?oK<6@8kT=*Z;dT%X%-p{ZJA|ItR1m0qw*b<Hq){|UWm3$Y*Vn*>=lU&oL6E2N1r3`+Ll5GvBrbjJ4-PVB7k)uAbL!ZmoVv_j$L!boE$Ma$X?f zR8785eb;RPBcOR{TH|Ad7}|S`!}4b0%4N6mD;oB4XT{0=%j_JrdR>(W;x33^IiNs? zl3KkY4v+AlWwqKaJ^T0zzQQPssaX;GR^B_A9kjo~sG@pj(fg}}{l`a(W;5eg>6f!HJ8M5rF^VM`sxZnW}~@OPddESulQx3{TA&Lq*TO|d)|Xz-l@9?fg-eH z@GAZ<(c6clpR6Kq#3=6zb?-;TFux9*6e@mH>Y0krl(u*Etz&1>Um40GdFN<&-Ih=P z=-~_V{xj4DpE2FPF6QYe$|Xdb)TP&%g<6k<-I8##$L@()E@NO{Sy&p19aq!mo|xOj z<6!2R5~`J6_Cg3T=0u1r+b{|c7aEG8^NC1=Kba)9^iV`(K1>%a-7a}?hJ)a0)#3wT z^?P`?x0whU-SqS+@5U(wXXJ2kX*JkI@NfQXaLl6bONi)g?suFk3B9SbAy-$Doo3+l zGluZYr?Drt9c{mQo^yvFRHsqjE;3QQGfUfC*LDcHqd_oSJ*Z!{t}P#b?OYH|h#k7C z8mn#S1yj+})X>D@BwHB<8&C{X_5|@EwxwU7xHJR-Xe!(vFHoaq-0%U2G7XUZ%G>JbpL#4f1n=t zo@QrNXh}x=S2=6vW&7+Ky{r#^w4F^w8=0~@$u@RI=XGZj(6l00WE-)@{a|>or4II5ZKX}>B=QS+q@nLn3?iEM&r>|3QZNF1wr$1)$wNeQ}UESo^Mc-kY z@gy7TA3bAvoohgtaM2)QNh*+jT6jp%KgDlExv5j4uS!`rDB^W<7v*E_!4FxQhxaK` zDL1TB2Qy^Nt78ox#3dZ$#(mfsY%Go8?qM&yCYM$zeq)|qh$WQbijz{#8`iZ8{2`+X zJ~gcJ6C#a+C@fL=hb9XN@#8R!5H{MNYt=`vk*!LM%KhS}BsZ&)N>MZGy5X2*Sw$|q z@|yMB0q7~aXo3ju52RYj+Ep*Huf}m~B+3VV);lP-Wc}R_{N9eXMFGabWqj;CMkR}% zTCtgQOI-#TC)siE4623`BaOLV3=>&x#|cw}#99p)?SJNG)G}S=6eU%dJ4iz3P<0fk z*c2`^^6>iv)%DX7+~3L>twa-b(u|bu#e03BU@;K03HT%#WF?YCvpQKgaj?pgaywzq zE94Ae|3VkhXuu|M%#L?dm&e`JySTlL_vmL`-!7*qP{)#HN$QZ87rWh7G`*Wo3j5gRJ4;y+&UxNNAw;3imcW=CDfcHZJj zAp54g$iZ#|D(-@E+48VXY|X=KtUlPj30P_j*Kn+K-{D|WJ-N}ELv+2#Wb_3Z>jwgD zIa*5CUyJf5<$X`!F5S6M&ofYGE9ytWX4u-6;b>x79Lf^0?ySIv4+k@gGEAFg=qR1* zVAMHVeLG!Tci)LS@B`Vys-!Rd4*2`)p9k}XiRFD`#h*x2aHmo6yf2VUf!^?MR69v- zsc8H*5Vw%Fd?vsC{O0aIyex-Q(--|@uVsqP+gc;r zy=95pz4}%>TOhLba_$_i*g5_HpCO)U`~hkow;z%Qt#iqn60~tYxLV1sT}6i}>hm^n zbQ|GEZ3-m#ot0Rues5YUjEny;X-K09Q5M>6qpsuL4|DW3t)J`5*3-bId_wn$Ctadu z;)0auILoBJ0>i?uUSo5Mn+7G%bG7>(T)x)-^ZtNqymp9q*sLw0i2nwk#M3kH0$N7y z1!wep3}+nkf<;>CHMRGtm8dE-&{kP+#SBkT> zs*1w3yy@I5KEzZD&@$F*DCTEH+`Dt0pyu0FO=silpi2b750o#umdnyKVtQViOuD*! z9$LCzi&HL2AI0T9LGeYaAlTG}ho-@mNxwqXLF-)pD~EnN)XNWrh0J^+ndk)^f$T+u zIaVCug33zUIdr}2S7>W_BM5^V9n2R!p?(A2SvvObuMb91KX+_1nqa)syLZp zJF=|Js3Ez+wCQA8guIiygQ5`e0hOQj(+?R~zc0VuG|)|QC>J_w6?PlN^yGK+#dxN{ zl9DuQzxbJu)`=LM&w9buE3vSKpLs%XwP(6d3ZHJ$n6DIWd{eHq+H5&u(8d zT*X!La%D-{;eBUO^md-OPmSYl5x(jUU`47`$f^Gor55Pixh>EeLq;gN02vH81wDDLUZN?kA?i8 zJ+B$?NlGksTjsNx0%PHo9S5=SuRrwdzS)JSn8i;?xne!x5X24HqzgT|YCb_Tc%AW1 zJ$&=R&pb;V?m$9XyAQsjkET*=9=Ty|(z*m!ON1u{xX2`pTGOZvPgP0Lg!_#9gyd&+ z->&yQF}XP*zQ%6qe$Ln6n`ev!K~9u|VBd4;$P6AEz<(^1)O~}` zN{Ed+W*?c+FFm;CNK2Nkbdmh-A?Ze^sLu}GVZFe~KDx3Qf>u9_8sm}lmk`xC^s*#5gs}S&U1wYZjR@1SxYo1WZz_`A z(0BT3J57|5Dp<+#xF{q~U6JUN2-k?jbVD#^ly%po5$rK%;8F#l22h+39GW5*qkTTRwbyk)3 z0h`LN=(Y8pBiz7j;+JsZ9{4c^_2HbC1t~ zFg?c+i|uF9wQuBx$`zB`Zi&z3sKcX6(nEp;Z+{dtGMkT%@7>tdD~OZW&g=-fY;eD( zTz#H7`xedRE3}~n1S_=9y0~5SqQ=w~U$x*~Ykj%BJLr20=X+?O)oxvL<4{%yZiW8Y zWV@=QS|YSk8^x&o@A*1jlScwg8Df<;eee&c@V4~%^=Ql^(xo1~YkonEvj{Pf}rR(P!*Gg!}(XBu2?gU2r>bi+`rgJ5-QvHfA zv`D?V$@y>=w>Lc%9bNYY&)ogN`HX(tz|Y2yQYa=3W0LJru>vISz16OarH}PL39Fr( zyOWl}Y9Pzd+m4w^FXg>_(@&n{o5`pT?^nQ=&oFHCuBdfy-wv{Vh=FYkKSx;-8oBHBWvJoFu6raA)UJYI7 zu$bn^?RyeqHqV{cp=lZ&9pX>;r0U5EX6F$3_P?y+kMoL6Jv)*?Zm#21f}d+!#;wI%hX#-9b&5F- zu;{oHK048|N|gpvqFo@b#q}z1`r5=CP2H#&Brl4bzd^lvGw(sYIKd`Py_?;r=}3e+ zF0DshiUIOT__~SnT99b#Ud3;pl-DmO4MaYd(%A?O>?1TXc>AKuTXb#6AFtOGJxIyD z%PYDc@)S4H<&s%h75zG;uHl$))hw4HIQZd$Mg^jVx^qzeq5K zs%$}9OgonTWQIk@j-wGIK7r-Bxjhn@cwgbd1@&8YkGf~x zk5Fm9bIC3pch5cDO>X&g=IocBSB#r_B`Zi%@ z8Rvr^KG61T`e1)i%=CdeHgBMF!Njor)Y+1Mmxjtl=eEr*M3}gBYgf~@950X zHiIx%R%(4(4yL*z){!HXm&u$4{5Z3f`UC?ns>yB)?H}QYia4ov-`!2mlq2Xx#5Q+{ zT(P*QH%-(Edq-GJhw+d^rn?_hct*6DG^ApAml)g6Cp9fa_P<|g@gIJeC9fpR)3P77 z^B8Soc;z|{6*sPoZg2HP@2P0St1nYdyS`;oyTsT^g2NU|FC`OI`+xlS)*N&A_8Z;u z(1G4gN{{cE@AzFr(GMokjQaZyo+C;Dv)GIC+i(7Ph{;1BHKX72LI>D6--Z+ZjZNHlNf zU96zD(ccjfqR;3X&4O2Pua)`bqnsokRGn46;bLfXg}jB_w!wwX=sDK4CN8&3y4-AFF7EM0|`SC_;o=k`CdJiw|L*|G9&FHs2&6MwXN z1MT)G@F)?tqrv-ptM4m8cl!1BnZ_?HT(c62`n?XeB1rNlu7>S8f*+}MQ!F3UMS3^l z8ZT#8x>rUq-0Qn|M6@A&-C?g%j$+%0sEYN`714U>Ln1MC?0t(d){UtIQGDv}wdaBy z4I5dme?r>Yb`oNLWk0%m?^)%S*ma}l49vS|yHzQC(kpz}ht6J_Aib02 zr*U`gz!1$Sg~K{cvqLh9&H2-C*3j7&4K?N=3Icwdj}B0fI%BzrfrjjgCmHAV#anUc z7hHMVY%JM>yM+eyN)1!$m;Epkb-Zz0&#yN`<+0V3+0qYB+=w1>Mbd<|zE0De7Sps4 zHu~tXRCxEo196s|RbuFJX;9Pzeeo4$8HG}3yIo(Wr(~=ds@5FaF;1TGcGOntS?9^; zD5!P&G|#R&&-loX*BMKe^?xV&NYB;6ipKKw51ycXBkn&vP(>6)=zb+pgHb@`7NY4+ zrD{tueP=as*BR8iHhXU`dg^Nf&#ac|L**GBiWs@!z$2O~foI(PzbgJHDx&jCRMpkE zvqP0cXfV9f3a6;kG<+_0lw!GlC&gAL()nVC{^C;TO5XFLbW-yT-D+ZHR==$2Yk}wl zYOa}F9N8?lkDBrCRj*ax6D;6R0>Fv4=YQznj}F;4VswcuX>g2Csj1sr?NaHARx$0*s?w0@r4YRH|BMjwng9@ ztzzFd0zXJtB*cqe7dl?E{WN&~VWIUFdIrL-^{sqq5E6UCCGha&6S4c%E#o744`cS} zz-uqc1$Xf|8@o!c(=nTiPZ`uj#Zzw*6C2DoV%e<_+}x&{O$^6-cg~w7<;+-}Q-6i) zd#fJZs_R(0Nv|J0kP;i1rAjh>DXIAkW5ufm@96~>PK%NL{C4e={uw8>uZlgfA1Kha zI!Om?n{nU2ipy!QdB)(%@fb$3kS81PhcowCOD40lR?uVXW)>znL)x~LRO!zCj9C{t z%14Bp{j&0zaXG|sZ6C3g?NZ^$1PrMCQj8ZZX#JS1elGvaukc9X5bYn=3GPM*q_QTW z-aIvn>DGRD4_~c`gnL5$y^rE8-DwXG^wFz34>_z>bc#EdE%=^UP2cq<%yAL0iNAWK zTvUy%dqqx=XR{yid|av(^Nzb|>;9*<%$llkeyiWQ>D5Ti_oFJ)q$8_#`p=T>aNg11 z391_5veF^zgT!J~DN?5>v3?Ih+vrPpx_czu2Pv~2X0Ttxbt1L4`RO`Z7j|8eFX)oO zx=+hgStcY-2@P0rDxY?rP11GH#)aVpY?LE++(Y2l3ky#?vkd+2%Ts>#VYbO9CA}Yf zP3Sg9S$EjBbWOTUyDuZx?6`H*>K#4FAdW&iD&!nC#kR*>cu0=;{iU?*YJyLnWNC|V zg$heehf&q^l?6>_exvBu%*$Yq>5W@lP;Oo;$E7zrNZx4GoFKRUPO==mC&sc5cJsO` zQ-e@F^Y^0Jt4}Wb;e7Yq#qIIhm7Kb6wnkV~p+@o>(eYCGZLW_LZQ)R!a6j`;;r2*M z+J+fXVo2C0tB+Pet|E~}yzZ*PhxVD0%pap4*DrTsW7p|^WF;e*>0ZMY^I@?u$J-dY zc&E=prL1T&JGg0WNL0XvK#fay7sUU}ga(80_iHbP4@eWU^d(I653_KmGi*I$Z#{IW zFYXA^eiGFB@q_n;VVqb(ft>oIo+M2UrRxOG7Q1Z84Um~+759duGkPTsA9SY$MzGcG zK(D-J&8HFPGIj$m79(dUR;?)95~x>Oo?h#C$E|_y8iFfTMZg!f9QTyF?#Tg~l3CWE z7ot?BCpK__Ar2^VCC4rn5o9E0T8wi8|C^5{?XFrnjt#M33D3I9g+#26Ccpiu1p^x= z@3iyTwiF)jQh)wT8A?-tm}leld*3OWk%OZhr6XYXV5HM_&t2nyP&K}>sdrD(m`-6Z zU@>doJV9qj#EX!Mp%+@&`a+9R{i4;4FfV+s&772q+eWK%vj)%YP1#EZGm{Q-k|OARw=gNpF`c8p6WO$}Mk zWe5}BMFmfHL425~-dN0+chnfJzCz5;ZYp^4E5utv){g^W_TE!r*ax~WD!o)S&<7-h zq3QeA?C}vB!u0mh)Z8DGgfJ8XH1J+0m;iUE0JAo5uBK&(8^Rzz(!dBapc(hbFU;*h zYIr>nRIEoQFzuhHF>d3+m@6xInAp#qn35qXjKkO_W@VVF#&sM>zBoz+Ymfthl@q;~ zE1#(`Nt2xzy)o(<*C{RtV=_*IDV-j|xKGf)@$bP3+Ge6KcP44zmMdU_nAuMl(x6fD*U>@zS1sIY=8VvEuAO^8S1K;2P9avU7F$YUjaFaNg zhhuFIbM`A0yl(<3mg`?IJ71}4^uN(UnCX=(n9}c^n8j5pOyrL`3}T%c#`^)r2W@O& zmp@smEn2yuy%vIs)r-{&({BBBTh zBm({CvmYx_F!9L*qF~~a2}H#ZK#zZY#1X5Wom06=4Lh!bwF0 zA$l@BQV`5}GCxvK93gh108&r_0j%pi2~OBCqNk3K=`zu zga|_DL^cXY5IT_!&Y2Lxe`N!Q#$5izR9}Gw$wOEYe-EPS@o}J65N7#+6hpdzU;h~w zx(GoM#}OH$|BV-x!G~5L2{@4zqOQL}0G);4O>Bq?Hr<4H;W$EQ6n={fssTjM5`2UQ zU4e6np*5I?0HTJ=10bII9ukNTg0B-oR2bJOUUXT%ba9yMS^V!5tZ#&wUrWdt_@~8R z>%^Ce#uw0kaF&3LOP7tU?1w`jb^HxSR^*q4h*0zDoMv<1%!z~Rp+7Q$_GUQK2818$ z1{=o6Gym?Xd?aq+o|yAlhdOU>zT#=pmFH8;_IlAr?6^-2o)LFW*;HSkg&5DYbd_dQ z)t1pYm$(bzU90fFnnvWo-ViZ87h1Y_#rD9yY@yKfUF!Ms<&E9#jVtq^x&%I4Mk!|; zyTPk(IDI*|V&C4_;a$QFO!%5kvUbDg8%q)TmZ7hkZ8_b}g{RMdJggMIOl3>uG(r66 z;@jJy3_;lVpHsasa(AiVn?%5Fq-4iNuqFnE0)cxEjwOL;;J9gs2aY@ojlsW2fwf|( zfI;&ppl(=#96AT@`9j=q870&MtDFVHKV;kyl?xk&gGzE+0X)JMbI$4`Y*)TX#vj9(|HO)0X{ zJLvJkPom!(u^gcV$*vK2(!nL1hKTcL7Se5`j%VV8RcW9WSd<1#$8-+*0u!DC-wks0 z@xrp_p}^Gh;Bw!2(4px(aHg;A{BS=lOI zlT|T5>2MYUL{)Fe2+2aQIwQEK_!i=Wr;AtjE1?E6N zHgF~jXgp43a3=!lg6|{1P!=f@Zv3-@tB(QrH$ z=k`Jqb?%)}4T z)Vl~koDggz0E$I|$5)dDPnJ%B0!#nEfkjn+L-<(VZWL(YUj)iL6M;w|SVI`p@mnFj zR54)3+ajP=CkFk1n?->`gLKXT!Fgh!_)`M91;J0nLD5U{SkSBl=$bAC9m1B9pmYpc z@Q5@t2uDc)U0Y&O0&35V1AoE?ye1FCzL$e&QWb!}GI`K*Ndc;ZSFeIn{;R)Z3gA!R+t?=nP#`!<5i~FY z$ocbdz*EYQHyow}u7Uf_11G6K?J%qis!pol!P8X%YN=g=)?q_c;0P^Sys*C-&`9(e z=y8lsaD+Pa2^Loa-P|;QCn~CgC)Irrtiw$c>W57=AZnl(FO0qp6~Tg=)C*s^ z4ob}0&<1=-3s?k11K#@UIuKBgNE_6NFknc$E(io?bwJ1Fdtjm>Jzyp+UC??=dhnn= z)Cb?v1JybMs0mKi2iA@-gy_IMFaSgTNSrh}mgs2+I&Bz3J8-rU=yYIm>{wIAz%78+ zf_t`X0@{ttp(B{Y42;}Q1`eBQ0g*wNc9;^@I*Y{wf3yS-i7f&@rWDE>c8@#inRWCgvz5k>M#V4wq$`p?$K zx)1b0TriF;u+t$m)&-c%4mw9CUgH{0cN4%GxFQ4y4erW-L|`*JD3(|V zC18aVLLrbsLiJO25Ca6ryA<-v4j9CGc zLJFN26`&MS=)`mYrI05(M=L;5$bY*<0V_aK$WxR7B!xUh8DJ>nKa>I8fC{Jh0}O>c zMQ(Ahe&i{P1LGi10T~zvc}mE@Hpo*%240RlWn|#s$WurLu8lmUWB{(nQ%nY~i3A|{ zcj3S*k;uPrh6X+g2Av`_pjzZ9Lj$Zuo- zf$pa?jT8jRpYk+P5DnBnMe1YLMV>;Kh` zpKfsLPio+1f?I!F``>VSOyu>iogfqh|GEj0!kMfPK|O&BMEPg43-h@`2k@3Ni0;yE zP$x|93QB)i5itVcz$)&LE6nZo_nH)p>j7EAxbC0|h={ko(Bn99*MWL{uP4L;!S)^y zH4JE<2j=yL=HVt!(39;pv<$C!f!yb+0eIuO4}^iqZ$szdUp^pLk^6uVAcyb5b3Q-} zjz5$N!SlYLSQY>oL+}qjAmY^l7^oBkRlsQhAUP4p1T*{Nls0XlMZDxO<{aW-v4dE1^O4_zVGl9ReuPJQ!3PLP4Gm4FN(Qg+ba7To4K_ zCai%z-|hojiA6w<;fOFW(Ru{*68;(v^m=s4F5YC$1ouStz%Alhv0bF+Cg zGmFvC-t2o!Ja?AC_~5?Q2cb`~)Wohgr#N@6KXd4sbe~9gnS>hMPP4R}WbWcOIB%9@ zzTwi<&Qz-=bB5AQDh4ekjrY)Mci--b0{f*8Y`5q5iCT_SeL@p|Z}^`}aQhG?#U`ze z-}Q4h7^?fcx*tW-xE`rG!g<(kHX2|>yS$xfLYuhLP&tsUJSnoK_vWC{)t$iD0c&)4 z_nGpL9fjkd(E+LWqkD<6&z&7LEc>k;U5LQJqL;U)oze!Yseb$sgpUOw;YtOpOE5_W#7hHCLr!T# z1kebGg2{>c6N8 zB%}U|sz5aAl(~*0IO-I-jw3kgzYq_EqfYbgag;{=O}xkJKMvEVQ;s`^IMgYw9a9|Y zl-G`P2I?=c9ghQJP^XM`jCiP1NITA9$7d>kO?M1=s8f16<~r0r(9<~!@OgT;hdRyyr^kD!;~ensfbW03@i=f&*VE-d>u0MWZV2|R0v*8y@CeSU26_n9LjDj;`V0sHr?v

nZ#{DZBm{xSEa4#}0EaX}DJMw#-_v`-O#k!r{sX7~v6l#{Uh_HB3qeAE zp4fWD7mxth%RYzj(Wl3>s8b*X&kE`kNCB~+PJ#5;yHA1i*t<`G^w^(If%G_QqfUwR zkI$YW=^vjxWl|*i*lACp^pDe?Qt2O`J;l;LUV6%-Wd;L9h09)q)NEC*S&sf~JK?;1<4EcjyH#J<+4sNbX3k1Vn z%@7S7NCc{5??6h`c@0i5cw4|V>Ng;(;l2h#30k4P)Hk32&NxQlt>e-)8Xyh39ZH6W zTR|0wYlGX`Kq;&PU;x|>N=k2`1=y_vlw>=hLKyXb3OUzUyNW7~XHTKFw-5Weh0+>s zc$G@qyYHF(1T3X3EznpJglMQ0s|Cdvs7{xf&~g(nV7o^oeBO6%Ae z1kfY!UC;k1I^LbMBl@;`;ZgGL2X;ie++%;Gu-geLxN`?jkS9HN<4&Hw^-Q#+chh4) zkBTrISW<;58`AEjl}&8V7hp}0ZbR~*MRAaxB=6p z!zzYI8q;Z@bUJLHba|-+;c7+;k#=(bGA=jzA{4@DPYGwV=ZR=4B=RJ;`Ds|r!%wmf z6$G8`Zru%?Ho6Phd5_{$K6(^*cjlgGi(CJ+IGR1tkKI?E;mNaWhxfs*t=LWBhmNrR zw>%%c?B3#Q@8$yniVi%>*-ZTi=E zmrLBS31*U8`W{35!%N7#Wuu1a?(`#3*X?*Y8t!dBB1nAtE6nMoo4_C^9f_v6j~$J^ z=DzVNGSJ~-_t?>Bzx(QId<9QG=WczSC(p9&J;sjMIEAkV&PT&DBl8n?#+%V{_eNw6 zx;1an=ZnVdc2~Yl5wPe|_umQTL3iW7(cAKO0jkIG<9+|(M<~R_ZsJ7qzWd%g(QxmI zN#-M<`FEpX4_tpb**xoZzejVhV2j=MA@f6bF9Yv=VTw5?a({b2n$vr5syr^6VKz+} z8(AWU7;+XPq|({$==NyZ6=`Q^^wZaD+WKYwRH_QX^%k{NARcT{+mFVBEjnIJ&Xw2O zv84h|vZaz`yPId4dG4XvW~zI5rkOEC;&zrVl^x^u&ormb7D16O^#Mhm`R5kSGT%kt z_s=p5KN53#w=_xI!CB@>citU%o&B@TH22$wqv_jbd@$F&Jlo80KmPzHC})A&W*OX*(bmz>*ff+;5aMumjM`BG>`wWfklI^kVvU0D3Wd zOS@GovYL`W6ux@`x~);Koj#4&*dYFukG=EfnRVv&C(N+BcfQ%{9*oSK z-fatvo#37_JnlK!Y&PyU6L?&Iin-Xh2RMf4Z9mPNXxyKV=kbLz%%#SW2F>ZMU1Ux& z?t)2XxOc-@=JLpGoQ(9)V)Kr1*AMad+Nik;yfuXa_ly~+=ewsOeWYV9Gw#)CMy@6- zc00$|nqN%KJ?_|aew~|{S;j3t6R&Y@VZI-^BkZ=`(_JOa=uw>$_jf8{78kr8h)gY!5V5x#@w!z<~g_K6m~gVdT-a4 zsUtm`!q(`YNN;QKkKx)r_V<*Zt&ui&awRMgsc5CY-Pwduqipt&v zP}(}r6T`JN11l)NRv9g}i5=A(tT)`6gY|Y>V_t8!HRu&|X=~Ig=+Xjv7gYu*T~s-z zBtdq7e8q5+*!^m?IXkO>?AmKKZ5dhbcL5BbOrD&^|2IB+cA@_^KG1F7xqluPh=$y{ zHD=DK?KZ{-xS>IS*(BL^^6!SF@Z|aV(CBzyZIw&0IIZe5wt^#6 zxm;pmTgK6aI5;H?Rn5u;2A4v%X>Fx2GujqX)?F`C3LF~mmmI6Vv*VP29u&0R1Gfig zQ-KpoRs=SaCjN}8T`sYbSq)^O|1?P@MI8vetdP{cEfc*4GLMN=IrI>et7hDoa297A z9jQ(-kL}tGW@+G5(kvI$)-IRF;`o&;wEi^D1a!%#J5Ya)x6qXf&ylqoED}NTN){Sx zT9m=|OiPcN8ggMv6h zy>;*u!S>87dserXc~vAlxpP5<3D}5bNSB%>!f2FfMJZS!N|W zX!g-1IA+3^G=<1Kwrk6B&mAinK2z7t^H77>s@_dmA#lt4zrmKs3ZLe*JK+tDK_|tB zbW)UoGs{YUOx%aB^Ihmlg{+v8kuU&2lS$fbmlMJvu z5&G3z5uG+P*!8F`&J#YmG66p5I4OlXYmK>eVmV1zirpp$~G^-RhTC+1jspw$wPIjB3?>nO+F zy4x-@v%3NQEaFhR1%X=`j^t3mI2h0}d42RM6X=a3l;wYqbi_ z?6i#m(1H~#$Q*+9peY*4h~t$sU65}Eo!CUu{dUJT4-6iBmb)h}N0CApwTp9qIFuE2 zB&Y%b>m80W4gG8ZXbI+>#eE##RAgoYj9mbogB29lp$A>WO>6NpDvA&&l(D~WHJGs2 zH5M5xbs6V@iI*hhdN3vDDXo=}_PC6sSFq$(j@};SSlQ_YLZE5TAUuwC@PbhE>X(>_ zUb+&xAt-0-y*j{Er493=GVwguKwUDs1i-4)PiP31j(j8l3Lq%8(b0dI5^!{bKxb{o zz_d^cK#E|-MC?F=AkLt@9J)p0D%`fP&g~iF1cL@KxS-?0Q+DmTMH*^>U{e`zjjPHs z4x&g2Pzda!OoLEW;vJM>lJom}QO&_1BZFv9jw?}dru~xGxn2@vp7UupNNyE$9OhBb zSEY`_fT|Ry>*IPISwO_GFjDPK5`Q&7$ufbLDj)y|huyB50-`EeA6Id~D_~!c zB|6VW#_p~v_o<#Z4-6CDEyzBQk&>vo-IyR1j1Y(&sI>?JJ9J*DgE*vKkW(Ye0{cM! z0u;RdtH2IZ6gU-_Kz}Q>r9ucn;lGtE)5H!n3!Qs&q8JO$*RMN{s}TAVg?58@J!P$w z%XK<~tkel1?2o^Z(r(WtnkX9MN@}KI3zZ8^Rmg-j^?}Tvy|g<4{VHchxjgKcTtUi- z{s-z${r$*xgDGLLR@XSUNG#D&5f&Cepvz@eGZmD}n&mvMLRhBmjSawoa0$WH!7Ahd ztmcvd$V&H5>ZA>xd&q&!lD77fngJZZbV|A2&{hWNSJEH{lZX0HMwFa&k{X`MIuCCb!m= zGkyg1E(H1`P-BBL0d-yFKPnDmcKE_b>#&Q-w1I6)A|oX#v4PO@w$J zXo0i58a!2SfJ^kyT)HwBjI?oa3>1V9%en{U$Y!;B;OImfa2L!L5JAYY!1^IKHP+^c2nX_&8b@mtX`+hhVj>&CJ{Yy%_1d zs%$>JtnJosO6GvncLzuMhLXlT_Nq0uX+~yMp|ud`IHs?moEg5Hin-`d0!KokQDKSb zr{K*!VD-OtLGsj$8fhhKaU@C!I^>$H}Tuu)=QVSi3V?$pjwv z{^7XYRKb^Z(STkpx*WY{*Z2v+)IR!eE)9nPvfFwwgyXg6Ms1o}wgk98Q#mniX%Pw7 zNhfJkf^ldOJ3o0`-b&GCkYuvpe5+POg$>7F6fPxj1y)uXO+`B~&ONy{@iO%5&p&;$ z)ko1c_0uNE(@M&@2P0|tO@;Q2aOGKTw$us@FePLp>0`xjbvoR4YMJmiq?k%z9hJ)o z&S|WG_iv^A?ek8P3)1UgsoaTnrLq%>+p`t6r=JS%-{A9Dr~4v3^9gsCfBbQ=kr`fF zHV|5W3*np24^8s!q%?0(w_H8t%zw#}M#jvwTcpN*l$F>f125~lt+D1f^F2M@&&z9y zVnA%`CwxW|D|FhDvDh`TZg_cgr%pbtFOyqWVXOt8W}z;6)|W8-?ZSz~JBq_a0oK@6MmBRE4@x;nK!(}QY-ra!u3@y*B3e0z=lzi47@+?$KiIXDre{FDZasas@ zsqj41oc}ccS&a|)+V>AB^7=z%`}Ymv=H~)IsN$%=IqBK@iB|G1(tj-RJ3|+EF-O!~ zsbIVTXTPYBu?p5sD5gjA+GK;$zJ7?O*;(qlO11fAn&j3myZPtt=4oO<^!F0wpT~=8 zw>?fvoF@hT42?S|*)h6g{>u~71k0)P3o2>$-}3_TZisc)jG%Q)wDOnX**D~|S!B$O zK0M@CukNSYh~ymT%CM2Foy^I&ByoSnV-OuN@K8>o$xT|ssMJon)Mzb>~$OfQQ zg6pCwcJy~hX{EV3>W}wxa#;iN_rP5)iTOG@mQO3w4`~G-A%WP5>h77c3O8Tt`bEbN zjnUGXwBJCTAh-NC_-Bg(`%ZI*t4f&ylnMlN@dA_`rrH?;@IK3(yG69uX5CC*(jM-m zKb|GnX!7>v(jTIG;Af;68FpO4K!T!Gz)fWrOASE^IX(#d*x3T)T>$BCcc@- zXD3SAj@ET)Rg;VkJ6{OANJ&qfjyZj4R8)DM#33L~(S>|-HDEkdzi#P@ZZTT^41QNy z%iB^5f12ne-#{f<@Pe;qViMI4h7n-F|2xiJVLi&$f}J|pI|A-&*fEUhW8XsL_o zv-tWxL+ZKmU2kx_^2sK?V2fz7CX{0wK7Se5DRpH5T^M#wZQq?(NSjSAPss3gsQa{; zn)OVzE9p@a4P}dz#yT_oE)3VO4Q^8rK=_^3M5AUzB;f9a8D|`uqfwfQGM~|x6kaQR zVicdrM`tgk{=*v42(?~iW+AgbUS@^#k&}0*RMCcZD7s;&!njF!J!%o%AB$@2)TA|Q z?mm8nXH`~$F+IKyqm`Ko%E&bjwGLF!#Zo#z&mQQbS#bBfHC!+$qp%aj1Dg+joYE4z zgdpQTA$<~uE!B^VZjr8c!ow6D{u;^KYR|H=`-@}4lzn>psHVop4h?}KjF3(S_GD)i zxRo7q!9!4qy|dT!-BJ%#8M{5JuU-p^SE9&a&A35*8$K=2Eorm2VKA$3k9)@0qof?+ zS=gXlFTK=4_8jy{3Zho+1jdfX_H0t?*{0E(t`1~vS?){jrf_joK<5j7zH_5_O8q5) zgnLYtN%IL;!cB^=?uLIr#dk3jUP{ag+H9D*k23J!I(>b6)gO?C3TF|r@f|x&xr}6mH;PE#-jyw4DkM19IS4qVYTtj zTlQn-(V3Qk=?&H@H2pI-GsC)0VZ+-t;z5N)OrWLV(5Iwyvhg|`8}>h@I=v)5y_U46 zu+KG>Ru|WcAI8lUM8P_}@+#?`cC~umQiM&Gh_EKiPdmHctO4CYn;dSIpQ}!u#>a zgT2zv;F~rJp4^$XLDh1|^_iAN1Ga&Zrhx$d=dw>L=#mVQ*27?BSqsfZ?D3R4QZn<% zibokz8~*7Iv(`b2d+HsD_x&V|S2`}h7g`0hlsI5_!*&yR$@Q%``|BD!6Xt_l;&n9GRFXQWEX zccVi>cJcz8j``KF8@(|V^szlDJhtMiT4ClCE!tIock!8yd1%f%GQ3IBtw;|QUUTd0 zErsW|=-(?c?Q1>TT*Z9>npi{(?`L>$FiuF!b3*w8#lBaiUlcBVyALPCywHE3(yORU zr7SMfh@kK>YM^Udyk)r_Ymx4h{`pL0vR#MgIQ1tHJb?eXaBO{CEv{{n*USBb)i5^O zhF6jg8(A*ps&RJq`dCYDz0J1YuLwpZsbDjsYQ@TCcBzqK}tqHneH2#9za5Cy3Es28I9KmFfaEY^{U&1vbC898pqlocP znSq$JV6#W|M`}ao0xY$1+PD;Ek2FHOqk1qT=F~)BGLuf_UDOmgzMxW0CXed4 z=$`)Ql+k@(5c#$!G;){GPZ)N>N>vP|D}#S959}m{%dDG`GY{|+!)06HERiJqDM)Fa zb13gL@qr1a<(`CdyMW!AItZ7uGF6Z|2*UG7_(T-JZWv3xifJIE@61o%DTS7;sDY{m zaYzHODn6&FtY`4hzD2D2R%_qD!TctNEma%RCl)J}-j7(&5Ox@2L&N3jJdFeSU9kUt z7A$2IMlg^r=Y2Ybz7}r*6Tp>cL4PbO<5e(^#h#fVBIJ;WQ*p{T!p|LcoNjKc^A$E% z0W`bp4M`<<;wc5Z*9-Ca;V8D+Qo++O;__hj*5CgFLch~qgf}csxB7>-SligEmkJ&N zc1xiv+=Y2MJ{OqX5e;9`(ni( zbp)$C5o@9Y|MF¬O9rR0M3OC1lJX#u_ZjFes?sEmx*-wE)w} z!d{8T%-;q=X+|VydAMaUw_1xcp7M!V(2Z}xCiwF(vvAme6(haY2A&~@g8YVewXk^l z^DapG&WrQz$Rw$IDYCG+IWc!yhz)rrD36~KsGGkkt9jET@}XDts!J*N=B0=^UY%p# zi93(sr22bSpUBjFaR;pua|fF@*)r%MaxNQOcw2ww8z*x$oqP!_VtM`!5VM+aW|qf; z%nm4|W>=8bKH#T-z+o$yRttvlNFO@$mcKm@f5HnY8d9V5czhz%cS zVP7Vbv@=p2QnIs&-0*prg=57kv^^_X3v+Co zsFKa0Wg3mgmCNu=54XBX8hZck+@-Gp;}?q2pGXC>r#tdH!eGA*kU?;wMAmk+HPIv}<{CL; zH{8kQc*n>At1}A~6CK=Z}&HS?<1Oi(EVwz?JghEHL% zG_h)q_Jk8xF!^S0zNf7vA+ab3LipMQgFlLWkn_=o?KL86EnX}4U<-f0RiVD!(0c9& z`KA<5OkZ;L=K8|gnJmcV_}F_1D_xO-SCZ>8C(V>**aY0}jxh^I7+7wT(y91o87%tc z6S~2g2|H`64HGVL4gc9PZSmbo`3A#%3#($bcQ1N2VVnFWC)VKYeYkPVu`Qp`5(3|8 zEuePjIuIT^U{ByKOl<;tkj`o@bjy#{EYPaSI%i*gB#A!C4F9)+(?i5@Fa6!yb!V{X>ux1{BITu$a`Mh*i zR~}gOJ#_fkHy;0D_s3kD;tcDicG05p*i0)cu)P71;#;%@IV+Mao=ofcsS0qj={tll&jm~Ji9!bXZ76=G!%*C$i zzFz^OZdBgByeP#NwCWz3=j5>{5_RHvARzWPQVL8iE6dQ;%O4YmIgfEo;Z0)<-NYLU zxmSt~pxyiJj5cBZAaHFM>I2af=CEMZ(v-5Gt-FsnW^do;qS4BFI<1%(Ryeu|+SL+Y z#w~=|mN%R7XM8k0nx@Dvd<3^UqM^E$UKW5c(?JSv&)neSj?n$rKf~L(RM6GFg@N53 zZ|7oh!+%bgFEN#BoG_;YJUb0g?U$F?7irnAgvUGuTzC z_>UOG50RjhFVw3+0`Rdy%9~$jucoLbuz3f8I+pJ#QXAlUxWV;=35E(KURf53@r^xT zAGF_^*!Oa96irsmgV84D2#K})jD-HWUe8R&qD+)YNHP@d{dK!3Y^l-^ z9{keQIq>pqF5T^PQT3ncEH%Bi38b50?h@%bC6}z~a<`iOz1%|3mGL{mGs$4^*U(b= zim|!EZ@8CdpY!O`w>X?S+^|&!{b?!Gz z>CK54SGb%WO)Nd{S?|#Up_B&?Cbn>pHR43UMK8kldYUyh-3{fn5`2m9Du<1Q6?S3k z6qo39s?&A8XD#+|Vm{8Epj(Z%NlZbJ>09?WzLA!=8B02m^??>Wt|O**;9AUDIr&h& zz8m(@6FDuW4j#ADfDcv|4h9}XUDt*qXv_ZZ1$X(o_fMY({Lspnx_D5V_^7m9-kJ3M zz<6`a!T~-GfwxUu(GfU#UI{sFa*Wcn_bL|b(XNwPjEFtcGWk}C*v_ZlW2z8KYU=(564RmC`_vAWp`CSo>aaH8D#3@WC*sqLrtx|m0k(J(5T zqYOd(bAUzColdOUE!>~putGWGB7+f3s<(WG30CcfpJ|`aBvaI@^xo}zmpqX{6WG9X z#&U#dyeatS;h+W#xPDkz00+HL9>CQ?#euN6svQ6L?OZJ!P=$n0+0;B-t-LL*J%IGG zYDz#^J6BIHPfHJbH!mQFm5+k~l}*ya+T6?D)kVtO%Nj^8CBVtf!OqUb$;rXR!_CRZ z#LfZTqKCx?|9|`F*xBj+&UJlVTinXk!Wt;=S08$VZ`tX!T!o6?(Jpw z50eqSxRbRXP~(-=!^`t^*ofYU;dNZg-plC~+KB$I^O4os?RA*p)uo7P?ee;^11cwg z9l{>K3d_j>F$-V;@Iod6@FDuaZ*cTfEgY;Zy?{bOKsI@2P9O&lBtMf8zzOZK2H@6b z2Q$LDsO44LNA~z_@3|fQIsEys^#K(_F%lS- z_pA`zY(Sgb4y4hYQca&%q1rDFrZq4Mu!cc(K-=n3_M2GZ3f3m?}2e zuW@^;7`EwipTpLfq2MF5!Vow8e#H0yxMP1&%H5?|j-~;kM{+g$vTxG#2+4&Oh0(B1 zH!z3Ns6bjd2@U9I)FuVjZ&s#yHjo(Nl|#9I#5I@7tLbRxBr}6d$uoTn2;DW3fy$N= z$6{CD&FxLyLwByk`0?$pr7rP_Gp$63qT8HBV3Nu8y-|yGO3#{bli2Q4}uUb08HdYpcmPB{R@7coxNPNPu;40B7c5 zJBk_5HW|73WhmpSi`)q_*%*?^wV!)u>Pw`C4CchU@VRx691WX^H7c0pDlz}AQW zU(poWpRul}n#%8RO_*J7^$@hjX=G^}OnWAJf>4hg`3bwy7kr(P{O!?RI zY`~%SvN{!wdhXvxqh`uBJ>OgRA{&;1+#IKfle7=WV!8)@ZFdDs31Vj( zcDApy3|44vQywahbWn>rUYt)$D(tj>Z9Mwqc6-S($+?dYsX%vKQkX%im*S`a_bEo6 z>|>gpDbA^oc4kRwr=I)P<}cYCyExDzI)Kt1VG=qxme{zFZ`Y~I9MZF^;6{WhkKh|;E=6=t6#Oj5XrgFO{8H#s>en4flClh z83ysR`ge{&j>}Nwio32>t{zS{@J&aqDAi)2y9EsqCYT_Vt3UX>erq7Wt!T)apXS@9 zvVm>j$e)Xl-$Ppo=v!xqFu`uP8Xn)w#%6^*F8T8II(6E+8l#B0sRHip6)hIoz)sC-+w3*pqC5&=;$M}@n|GE%@ffDfDlJ*>zK z(~t5N^Kf&132!n-1znh9a8)u*nKQXYwA;Gadcl^4 zYJZEl$ZJXuoe+PCayW?f2t3eeIfyENJY=a5i^;&-(sUSZh1YCLf4iv8t(w|4A~J9{ zp4wb7BTHE5#PJcDj_0nR-o@0`T%73{FB{p<8rX9Bz{d(d_Obn*eb*lOB&#tVeJ zVa-1@k}Pj8wY^~aCNM~`K@d1Yp8X56PpOjo#Aa>&k6Oo19pOC@9WX4sdr9Qc-Is|i zPx`#J>{~Z4jf!_y`BFT(iC+_vM9f!#zXaavwJLF1vZv^^>Z5tpjb@oIAR7&3G?!A~xH(sD%aQg?&;Vhwm>)I_=dRhvFk7HJn}d* z+=1~~eAb_7osjZ=Dg!>9Ojo23uCdONfahr9n7Uv7^bpx2h))qt0RS_7EK;7H+sRHY zrX)1gl;qz^i3h2wcPmV@w0GmAHt|`5z96WVx4X?KIOuBCwSuK4ci88>G8-`9S|lj4 z-NSTe)~nSrHqUK#q5*j{k`)Osc-!x5}=9zFxHMmVk z_@3{xiR_%aR7Ut)1P^AMH$u65!@PW0Km+hA$L8@CD$TQ%%kpoOkZ`0ZI?YcsKQL%c zEyl6(VZfk|>w@!a%nFIhec*9EXHU78kEl1#8zrXr%r-dfN9Om43_o0=4*1J=H+a$z z=oT0HpgyUbGG|~LN|qaPZ(RB#Y0T9Aj2T~f&-IwOR1H6VXL5gP$K82sDtF&0KGfIF(f|9( zl7n@|S|pengNnDVMRl~PA_Sa_##=$famxA-u;;S)BD4Eb#N*GZIR%@e(}Jb1%o+V} z6(DkJjNH&(+=3we!5V+nJKov|^K?<1QJ8GF(i!;e!EuHQwyIMYy=wa)RPuzED-*Cw zn{(++|FQU&-dsWd=2`Fiko2X7c*VssP1G$PFH0l<*B_)x6%NQ1v;c$aKXK33gZqDn z^?!^GcrFeeZpc>V>tU_$xyp<4exW+ENllv~>u0U2$8ITEzjjQqU%Ask$h8?r?AxbIAu=- zygge7bhJy~+YQfn6GdRm2wV}{o{_j83yvL`E_C(sJ3br>so2%mXOl80xPwV{RcbZ4 zjenG+=BG5Yf&2eNoJ!yP7`QRET)u;=SoA$pradm++HRzj(neY3bQ>>jB~MFbp}bg*;04oU2QK4(bfLM=B-H0(%3bbTwz~b|H;)@=z90=E|lzLGC>n>XRxb%4l#1m z!3ABSWdZj@yUfw4YgEqxh1Kz>g?c`@}`Ogrdt6f9@j$E+W0G?;ggLnwUZbQLL| z*W!;QdJvn$sGKV8l3bg~SN1xUJRv5#UjVTUUjRB>2oY4}5J)`bcWlF{|?v z8;)~NQLlFCVS-!%+fthE1RzAx3~p5}93=h0WSb+R#Aug=DySaFAHNmNG1r{*2}mmr zlck4l_}ylwMs9zt%5Jl9SN|>^^M^j!6Q0ymm4q$2ke!Hs?N5p>2^TjHwBUS#w8D&F zOt6G6)a8+x<8uh#(OaMO>(3HeQq6^T&fab@m#(u&`=EP1xXOZc*U#_d3mafaw%?OH zB>qN~K2y9Mw*YlFeZ^^q%l)K`Kz~fBwwQHq*;x&pGnoI@$n=w}f7FxKjUjRJ9TzIx zXEJvs3e>^z?uwX`mi++DYnYg^yhj7x5lygscEQx*HMI%-G%`{9-o$4LxvIsBKmm)% z)=)wGSdu~}SCX=3U%W|zT*Bx%B4$L@OWnIah16C$r{4m^6&Ho_E;lOrTP!Wko2?p3 zC+kXG@3G}2L}1^`N6J?Ohr45mbxlWpPOqF(=)XP63UD8+|CLpfuf7 zGl#YI+~qb&fIrwM@ypEZkizYEp?uO{CMSqE)g-)hoQ19ImftNpZHi(o!v06jDKTx)uf7tf|@0?Fk5wiH);i!0)Jqzwsr`By--OgV9$PL2PI$~_5&ZU z0DD8*45;5O+-LNQk)ste({T)&8Ka=R@zQFEAC11rv)hQLE#v@$Y|Rw_KJf&HUv%aF z*~U3y*(rrx>NuR1Bs#UPBOrIB@}DRdeIJ;qXv_PsA#A^4zB#ao1C9^=;zCwg*zG$b zL_8L_)D7+oP`z(s6SzwQJTbsC|9K*+A#8;S);-+wfDFxGmjB*7P}`53KRw``^m zcGOvj=t;hc_@s4~3t~eX)!n_tZ{HtFb3!m1EpjYDkJH5%m|}o{v+b+jsQK6fNw zpe%}QIQzKphU1sV(nH^+T#?tS)A4>U#1t$b3<{Cktqc!BRKHK_5K)`cBMyf<`UC_q=#=H`j&XTHI$>{Bu~>Yd6|uRN+GqG@~!;@oLJ)?Wii52 zsiBUSy@b_bCVw+)r4}%eti{b{ch6x{&_Qu3Ma00Z4O3v0^+Q#V)~XM*C)&sQ0WiIY zn20;O&!2h!b9D4g%7X(bqw~>@|BeKmFq+O?ldVg!Ijo@XbJD{kRzkP z$#iar^0(X;`bk?AdQ#Hl_)4@GK2Z5H?YmL(GOcNi=skjQiaA*NC9>?VO=T0H0@-@Sbe*DkGhA ztDGaE%*31=c*H%MNLg4VgYWG9M41809CB`Dz0t$ZQd$K0)5r-p`ib`e$lJ(jq+iai zQsJgzqgr+BjeZ?kTTUpa?mlG(Bjdt#&LRx>X?E=Y;KjuzT*BNDoUa(YI*AyE-nX3; z&#o;8WtewMXtrq%vfC3lg5HYP2(FT1lj_;b@q5D}n@GH@TOb}$9n z_6o5+1GEZJa-c?s3^K!qQeTg!K+!I|!x9RjwY6IgJdMg6=u0jsW0uI=9IGjeUrfJdk1S3KJ{OTQ<>{6X5gX z)A!4mXaTLL4~X{ZE)o_)iotRH<|H7(hm>w>^zUf-(aB}3>>B${i{=y`n>t80%YQKv z*?>hO?IM0gmCZ|g-uNLWD2|NRs6xkWYw>hcZ)9~2b}Sirp$}=<9@2?Rj@pT(?-}+A z;)(DPx@Qq|D(-M=sy@-rVH!?IDXZn-gME#ojtC(|-h5Vmwum1>oe zB!6!ZvWEDQ8PA|9kEe*6NH?Jbc+5nnD8WUBm)N08coCbC7aQ@MO5zQh+Bu z`&abvFE5-F?}SC-4XEqu+bgIhpe6ba=myB03v!5TqVI>a_(zMgd$LcA4`O)e++FoX ze@|dl=gGEanV}FFR*uj|+KqC}6_TfuQg7KZBRbh{MnZssBX7x2%r5lEB z($v3UmTPw717W(;;e>Fz{AIh=m$$YK&rdj*BF(%j41sQ2mQD4t4~Z7d{g;zlUm9eH z3O0r#9USVMrRt5;c7{V3kW35^tb%Syi3U3t4y}Ik5ipa#d?7tY&tMC2eHgmgTv`mw z!;&h?E*WBs1@7%H8~O!Zg8};KJg(5IX8o`9zFsB*2(bR~D*o$X z3Uw9vh9iLkl=FEvqwXM^2fF^;2pOLp zhO?INZSec7kgO9lL%Csm8agO=^%^q@Ovcb-{_ye}=DQhjc+Z|Zy%%1w0J1dRKJo8T zp)_%%@*5^sR@L90I6dp^(VxA^lj z%9n2ArPM1q&S+4;&zJO255`zLYxk|9)@2p?IvWml?(g5{U)*&se+!{}@7E3tp!gCu zJ$rZ5lIEa3`(>(k`k{{LTo>%J5a-LqOoOtT8T>%2%Cit#B zQDV+D|8v@|%ZLDZb16s`l z`dNXegPY-;ymBE#kARuUNgZYRqBqGpS?gXWU(1|K^(Qqu^^BwBAABDOQ6$=ks;ud& zEk9;e!LvTE@7+sv_G`UKs#@l$=(P{#Smo_^7`vR-BVm5CVWU%0+p9TL&K9@TDJts^ z_`x zCzPJax#D!d@)b!odmytyfVwg&ei)m)Dwe~~^CxGLwpz-=fYuMoKHx~1pS$U{nFK0` z(QnsSiXkiRx>NI$y_@E~S{EW6Vj~G;Nk8V>2bQ70S2O=9Sxgr@MV(85ZB#+9I)j(c z%_*j?N4oZ%O34CWZhX1XEumYJ00sJcd+Wht4QLUG$`dK#If%TI08@RDwN$>%8-bzM zcM{o{D_ZdlNAyNqTzOHL#1n!dZZ@Gb!$y42wk4f$wX@c~<$lomxI8(8#n0%7EM&IX z7jk90)VNP?gR-gdeqU1rCTC)&fQYELBAzGVOG>+-_M2Ale*Dt~7ilZZxyBKlk==;_ z)^%`iI{c93_gnjZa(3Q4KVojb{A2WLMc>zi( z0fyUh#K$`@c5B`uM)!e!U;TZkbB@qHtQnL%=ZJ`(8s;O0hV~sR3y5(QB|y<$pTqc1 z;p+6w?YyCUQ-5|X{^ZoaY(i2+nC0^T@n_;Ufc^`Pp!FSQw*$=tS!(t@dGyVR3`y5K z>|5I;r`pe+BR~;$Kph?WrA4CL{a)9n*17G7Vp9(=E|Cx?t{kb2z246^ROtw=)FA+j z1-^#G%Tg-GeYm4M42KV?14X#)9MZ;jnr&w+rp*AJH;TQc_<6Bhuy}$I*k)C~%y9BM zF77{4P1}Cnj*GFF`^9X4u_ni_(vs72^-XDJtFiRN@uM84!RWM9?zc@eN7xSWS~8Vt z#)x;+U?GRzkQ&y8ESj99=f`Dq;}yJd7OJ6kUenz~Z5XwDR-Z*$=}Gkw<1 z16T*GJdUE0*1pZY>gsQMX#z={!zY_YzzarL2sBuJ~XI zrQy(eJ!wxDb4_Iw7;)Xsz;8b#`SO~PXgA09#V60phw))F@!FgbG=)vlJcs3`yngOH*hRn(LPx;LS;0z)fx?_ktbqQ)!SRZb5NMMKor7tWY!s4^Na6P)grR3{h=wWV9|;8zOUmV9V;s!{GA@tkyVT0g|_{zlzg40U31Y zJ*LOIE7D0^dys;3UVY@pf*fRxhXS!MtDosJUBa88C(tx--sOvM73kCgs{#C6=K;Xm z6toW~Fm~Qi@#Ke^Xq2Row=JkLqHfKVrL%5i;Mq3&{XMsY92 zEEz^S5znVgJ9g?E6!?4Wpl1n`MP2;#&{;Fto$_wqwC9@kLe1u0@tjcCOO28x%AoE> z_O`vhPiPbo8U}7S39M;72X{I`jcZNNV7n-Y zuu*RNe}>Recy-EMl=t+UM-NUp0vd>&Lf$p?{&ds@y-gE!U+gUCL^8*P^YZk#L8jy< zC6s&H@#lF@$2cjx=w2WVN1^$sC~5*eeuPq^a5h-0*B95VEfqC3Sf}jXhex}g{MT-} zD@n;!V0gAK1Vy2413WudR(`=1Aag}2L9#Bx=IR!4r>iu!>DEFZJy|NVq(1UZh>&wD zDgG!ZqRtgAvu3!~Z>96|_;oU!MDex!GZ$I}#@;TZ2%VCYzBjs=ojk@?>=SrCv5g1>xvai-p)Ghq-)}V0rfkg+{fsXZ|K+3MX=d+pRA%){ zq6h@DfLrmCj1H;?hUie~OZFe682kRQ|5~ZM|FKg4V}t&`E0MT({u2~`y}Sm+vHxS5 z{{I5uj1ZYdJa`TscE10Zsk&>fuaQLXgz1(nWpe57Wb0q{aw)uqAr_P^KHXU&4-UB# z<*MV%f`IdCN>QtWD)&ZjJJWNT)Izz~=aj@yf#}eadbv{2xHeV{h>`pE&|8Htisq4= zjjD;?0&!bTczxm};f&M31p_I2oS@}=Dq{i#DaJS3dY|pFZ{IEEfnQL`I^DOt-Zo6D zs>C&`-E93a-}l)hbp41ao7o(!8 zmr5a=I2Ygmd=UI~kaLI3j1ee%jcCe~PWW!hHor>~NN+t2Bv`LB58M`2>Jr*#MW(yA zH=mER<<_<@@xifLf&H9y+!uL#R_>lW>;%woN`K7-^o%jXmESHj%b(L=H&dsNPUgx( z!}*jod=6yU{k*A)KtXnosJilYy7JhG8AJFtkjtd0^rw#6Hk=nhi~cR;dQ(~fGDD9r z``veW*~I~xjRT%w(<5f?Gj?NVo3h*^#~s9(#xS$tIV-?x9DH^W#5~C2sciXX029^? zpl@hJ9QbfEW*F`J_It4ZU|d_Lp|O?!!x#P!Kfm*94hsL7DWcW)`>;UlZ~sWJ@%2}@ z$vL|~*bz&dZi4wIXo)OU#uZgX0#qRW8Qc{bNTs@|<$CIzCN0{n%AEO>S2!I;w{nf^ zu-T?3%CCUP3pP2jV=_rAD&Nvxg^LZ7m0?EMmXB5V11eLxazKz3ExNN=5ahdUD$@wm z`IZC0PLsXPRhZcLg!)5!Pf?YPU|r#hIZDVuL80vgafKJF)o*R-TP@kVXy%trzalN> z>(#C-f~(Y(lk@>C@~CL$TE>&E9Cp6_QWV&%T!a^QNYLBh zxP)%zZVzrWn%gD7I^!s0KVlD{=tWU9?A3u?laQq6z!5&FPro|A!a`uHp46<~n-xjQ z^1BIVYbYP>G8#5hNsTl2L&)r?P4K*>AA*0BM}3#-dG4YS&uh5v-p(+r)NK3w)sT|V z5~2KQ=#2?m2Y$4Pi`soi=#-EJts(kz>%}Fl3k1w9dQdc05jKr)6{M459ld13&dkvk z2Ge0J+;R#P`qI#g7l(E+frehlhfvHflfS&gCBZ(M~-x1od_>gbZFa{kSY%t zF7v7^5|RB>fH7y7Jwkz;5Q*eiLs{R&Utjrvb&%zw$ujCmjv3%6kTd_;^XBM?@#NiR z_{7`9%W!SxUh~lYDZ}n_v{Kn=OX2`HI7ju{9D_Qep)sc0$;Z>_m0Pb_fCzy&wdb&n^FnU*0y^pbE!(u_vLh! zCMVGDhw)w)dhyg~Pmo;Y73_u2OOM*mkT(POi=KOs5EvzgQ=iEN$MuJ)#t*Wdiu5|}OYO_C%YCSSLCaY3v1nAv6lS{WIi1uP4<1Ks>QS<{_P0uW> zrSIe}pfd>E#id~B5!{m3Tt0K(uuoni)6Ou!58axFXd_a(-LmXp`^|_gkoKW$vPfpq z$L^M6pL&%*`A5GoCTr}L+0@swx&9_iwB#oH&%ptq{Dux$4Z_Fe{#$qYzl16-NWcdc zT<*U`sK9?S#$M}B|Lb2DE3V!aFiV$*^L^=AVxLrlIMLGWAg>J1yo0T8t|y!!Yi z768P(9Tzg%oDJ#k_~*(DDQR(qEOg@5)3?$CAgf(?(7;sy6C|l^3&PNYS0COk27ui6 z;6po0Uwh#@ry(`Hc#z}HE6B}vy!wkSK>%d34;Lcb(+a^Gz=h_Z16Uw@y#Wy2K|ILj z5mWtTFFXM9% zS6?v141fqt;MH#q(*huxleqOnqbLA~*%Ti1CG1rav#|w;@H8$&Vf+RXF!R4o6iCFx zIK+Au4_YJt%9T1f4q=Fa_)zAaS9wcjqaoXi z_|QSF*C{S@bC8QAJc#amDFki>585*Mx|5;{J&=tRJP6+61mt=Z5At*I0kX7)_um<; z%X5(4^?x*EhDfetLw;=FL30IOXHl%qKmc2KP{l3)D}-yU7(%^`2RU7vgQ)C?LDi%I zs1US`PKeGfZvE=UI{<`o4-b0j{VIa^)(%8-AFm#?O$dM_9^gZdNdb(I#GN0ItV3Lg z{ca;<^au}nwD8JmvUdx?IKhL^w=zRg_n#otr+AS2MP|s@!6<+qQrnAHUv)?h0PsWI zcL1+@dBg_zPdpzQcKj-z%E|nzq5IkoI+X%I-IHH){MZu!|Jbu{QufFl6K}Euj!YToHJ#^y^Kv<7{)dB$j z!}yx;_?pj%%4W{Z1LXd9E%R5S==J}fnrm}zejw=IYHst_3_{Sqb=u~y8HD`*z8~g1 zoIw8nz7uTbJX}D2&VT3fa0B_d{?a@^{(ln`&0n?P=K+HM3&8sd{1<@t75FazFCXv~ z?_VAe@D=Z0njiRz_g|Wi1Ne&fFU<*j#rv1$0`mMP)$vs^J|5uTT{Gw71@in=k`Md} z@E4fx72q#0hzrR37Z}7144E#UnN{JQzC`utZ2etzJqKL4d( z(_DeC3jJ+x0C_=w_2*#c1oHmH=3wUn^8E$pVCM$DYWQ~&50LLKJO?`;knb-(2RjJJ z_g4T8c7EWi#{bUYUj-h@xBz_8!HqtHuJ+SfgUc*sx=Zv3L33 zJG(o}&V0}FCr`}WJGY*D%6rc_vszw(A=K8fRTx2S9b2W+2dT|tgQwHUxAJ?^KGY@Y z5#N3GJpFi#q}To7v**y~$|Sw^&pPRWUtgpTD)ikG_|2Ux&O=&m+;>MpeHFwjz2lDp z+P)YbbPpoajXz(}KE)wp(+WEhYIKB*g*PCPrgjQK2u*P!K6G#~@|iAnCf;<|c@jz2 z6(_goY8Mo@IHP#fk({HgT+wc&6WY1D;l=OH0s9$Mx>rjg1&{KGV1rYi>)1IYCKYE}H=DAgx z+@-_a@pPdKSwllS&>`8KY@pZJQw(hu#97)h$HRiO|q${FY$)jtxiYOBhIW@9lFDZ^rq#?V$gyB^l#-$&d@e~#M=~A zmQ;a4@+Ur~{(htcp(o3+MjoKsE>seFEdUdgG-3kB0Fq1Zlt=Md0C`W(2BP7A<;g$P zuOgOsCy>-6^kGH3j;u&bG&2ZKpDJQ6^Mlba?HQ)M6-4&Z3zg7%Z7_)-bVFsdxwDs4 zr==^CCG>t3;$!-wGO0#rU^U{C9)2jC22~|LXy*`gQC1`2gtiUEU_(R5Q#v_}g)PiK zwUTw|e3RpG?#}-i^Xm3=ed3t1v}|sby#qZ?#AWp?oxHNvZ0A<FRYaXYUS+S^x27Kd;nk>V$FKKD8Lz zJ@50f-E)4sXc+eJLGs=1cPkF9b*xs^pFMJ$H93=2-M6^W&w0YA8!pGXpXzZXsQ>qJ ztz0J@tm={4+i`sLpyM@$jy&Nq_|=m{)sm1IP4-p(eaX(d3nH3zKN}S@c*Cm&W17yd zHtE|U=d)Gd9Se^B{-QcLx6~d!hm0kVBGfQ!M zUcU5LEg~5(KwPj_af-Ok>o2)Rf2iGS0{rAUCp5%hVdnIj|wBMQ{u?>@L=j=n@Kpm z$C0b_v>Go?smM!uRfCQ&{}9Q2T8zEI3G+K^$a(rshc+wjpy;iIFx=KdW?Ej3r0=!l zCtYvAc%AFwC3xSN*3hHHoEoV6PfzyIl{L{dZV%o*Hh|+g*CO7VR@T52-DB|L$3?uj zTa!$tF}2ZScrEgp#>L{rs2B)*vp77ps*So{bs#sN@*=1)mRz8^c(gsuV+Zr%$TeEO zE{anIVWhQnAn#H2P!z;sY&^*1Q6Ga~dDm#!2G~@&Y2axrbS>@B5W9GOG?IakQvw7q zML;PLn%Njs8`O|E6Z(4-bn%;np?5X{g(f7RxT7)oMmILa(~&0R5Bj(n@ixs%ApV5D zZjPBTMuh2cQ$|IvmT2^)8PrtMR(N{-3&x3VK_0>NhBZOHBWUZEI5EHvFWRFODWuOj zkdo~|Uy)GgX&I%iB(1bIi2deCX z1!lD+uEbHxM=5z~YDc2!?heE=qdnP?{^+&VRM4I+*QF;ZNhh8lfz-1jd0RX>QO{A& zP5@mwZ}c>!6Zy>)*_n6{BePv1l0n#!Gk@Fw>ks3>nZJ5q1p^9J`@^FEQ)f0mfchLv zqNTv0U^PE5N*s)!1<2uGYAr|#FozRuEuani1s(IOz%U$aucd(DKo&~@ zBY-TH0tVo%D+OHP%xS0C9pDPbivwT}ymhNUE1Z$H+J3+le9L1Q4seCzt)v57;dm?Q z09QEPx&*)#4u@f00^kZ~y>}%7u5gyi7H}MvAR+{ikP{Jt9{cAk5P`7>3f3inhMWjx zK|@Z&xS$~?;!eQX^c(;@IxxDr4x`JC*n^A z{WuYUa!M>u#GnlOaUuw1;ExkwC_{go2t+w0mMB6|PKh;&V3acg4ss$MWq6Pi5h(+N zoQO#|AVSWDN;xdX21_9T91hxi5KIC%8!qLr7#lE!+;BEz${Dd58#aZ2a5iuX3E^z$ z6hgt-;3=env*A;4D`x|!U{}rtP*s>7ORy{rJjxKTrKB+!!NcN9?3_`+@{;i&C}1fu zb^ryeB`ggTu#^Bmac<^<3X;su&050#aBkKTy5Za`C2%_!)+!AuFdI8K%S$H4I5=ww zO>uCn1SCrb_afy@0X>O|(CNLQ5EB!DQD~1o(7dyH!794rt1?P^lhfv_At0rauI)pH zQJ?-yb)SanZqb*Fq74TSpezp(vA-X~V1oz3h;-f`N!#`(@94lmD3$*fNoNiqk7@0} zFbC5H0uaRvA->E)9ixqhqOR3o@-KZq4C4wWcIptA*q$R`bh-~E8HBbNNxaji6-Jo& z;iNjD(?+3T`Kd5lt4Bazk38&c>OGPK5_(_^mQvv+sZB4BA{XiHUzk1WX!5b<=^O z)iW)-3jGzk0?zg_dCeffp!{sS@cTQGj-Cmm9zO@&2RDR8O`C<8(^4?V)Y;?&y*(E% z1Z$c!hixBt+Sjxpg=h)&@Kks+YaVG_oSWnJr?R9|{%^_CgWfqhJ#ihfss7W(OT1pz z$xV0mDE=X|>7_lB_QssO+viE_wt`DDC#N~Zcdi-m+tVTAD-EpPqI!?khtf6k(ma2A z_uHt36E9v*>wd2KK-2xF4}Yn;VmQrQ81*@Aw_#y~-X*z_%5VJ4p7$qA-(R`-S+6w# zlRVQV)NC?B@tgbg)t=t7l?R=BrHxm$oLDY+Tg|qPJKGiSmFw(!dK#%ZAnx0wqZQx9 z{+{)?M4yyd?Ni6TC&_^w>8@48n`mjp-^ia<8z!OxmDO{Lz`NkRSe`~Ao#AD`WuG_QP9x)qkx83q{FzY}eGV`K9K_lzeoQh&4+J#7 zN<;$C{OpoxZU)V-5)C3Wze+TSm{Vmlh-_#@l2y+#*u}K6wIw@0vzl$p24yE`J!pn>R5k#}5TNL( z67;j^t5PxjZ1GkxjqE~6plSaivK^Xi3B+|=23bZcE`xwqp=1#h)p9(ZTSD3rdOs5y zG4NXi?Y<1ktj$VjqV~&43ZZ|2`RV*^xDp4gAZkL_ufeMUD@k`kZ>&Z4o2$qmvcWZhlq%QfT$ZMXp)n;wJqDZ7qrral|d`0_gP3!!nF&^RWiI-RwFq|)Cv<3;F3 z;z#I_EyOFMq$1K}+{CWCjkaQhw8t3X*=BNuPTGcE zqJoLD6~Q3nMJ0kkfDDxg1{sHoV32XR2nHEXi(rtMW0i;o8E{gGa8Te|=mCph2#hNN zLWUa{6Il3&@vR661x^()p}?skC=@tVM1=yUim*`NO|X(>OvZi;7<#kctW0E@MP-4+ zjK^~J;x>cZ=Owy!AC3!74|rJik_mLheiZNSCC6!+376+iKO*V)W26*)y^mzk(Fb6p zcI_wm=F8))aP-=HfF#iJ2S`V%K7_8b50IO*t0(V}e z4|C8~oei#s@7jw-AE5IwlMHZA-go|_O4fEEi=R8(L

Rw1*lj|L5|=Z5y*zWDM(dbM74fA%jjGNdM5> zX->TonqBq0W>#&oabm5^{hp=z)$KcGeZuu^Rs6#)xR6@87hCRWwBvK-cOBghwV}_p zPA!*lBWS1YZEVEp3LzsJHcAgrEPM3W?evX|oV3GyU}&v`rL+2J#p&iG}cM$RNKklsl-gh>MC?= zNQa=Z4j&$eY@>-6ptN`WDS+n{wDWn42%lv2>f8-p*Gkz^*)CV3YNh1bD|M|KagV|u zskF{1IrWOo>*?eb)Of6Wj#J3zxZ-6p(}IVT`Mt0HRh>O0H^mIdxWBvq=ZPsv=dPtk zq?K?uK2+J5EiZ(wJ_Bd)vy0fa72&(njI*Q{-H?kqSfuKa=H)uXSN3xBD&bg}pW$71 zdwi7F=-EN_DjDdxGwBJjU2{%kCfuu=Gdq33`SKq3V_m*aPwTpUW!I#x4*hB17J(9U z(TLe z!MhB5%t%-EvLmV^1&iT;Dv4``qt#)n7;dF--A$wZN(M%PL2& zE$lJxo7R|E5HWYk?|G&ad|SSCU(=MQnJ+6`jOlc|#$?0sLz559{KfM~?>n>I#|&Aw zeRhq?&r=JEt&Mi6O)9<&Sh(Ow-P${MTy^*s+2CW$(yj-bE8iGW?d$2eo$sEm*ks3Y zPcw1fUN&=Xb>pR7K=SSmxmyE&?ef+2V6-wTH>3HC&N(HMo0opDKDBhpcI~Q+7H2}n zylgqIY}pzA{uMXA>%aQcgk={-r3}2FTizz)N?1UX5(fX{hg_)!PQHYB@QsomX7`m^>2qsPmg%0e50Il}oNruVO8KmoA|-6N7i> z?%m*+nB8gr)gGm8WzRo)dfYOH5eZTL%|02%=I4$6{zp<_#qJ3YC*IHWpPewH%j9BL z+Uz=S-b;_G03i8iBdP8j`9fPP};KGNhwoV!DQr`C~8?;oAEWCCf{yy@Rb zUGr<@c#G=i&f{j27fV}SdvIl~S`T;s`6y$zB0ZsW@7CQe-ForOtJ=92qn9P_Ui*jthEE-{TpVsY z8MF5UU!A!xSnUxoZll+Y3clB;yOtkSq0-Tzu`zk2gTB6XH)Z#)aJE71`;R9UHs5@6 z;f(I@s-LV~Zg0S)W`~;ZO@G^|xw2EL_Lyes588TW`}fhQU(|&K`&W*-(f-b}J=cGl zo=<)mTJXJmL9I`5PbWFlc>QBd8lO95a@?_s`3*nz)dyGmmcH+7?QU6%qra{g(_r+k zxq}AR9sbtn(7o;W>9M-p#SLlB4d{w7*YQW@ecS{`{7s(It2c;`Y4~}9xRmQnJkGg5 zdJr1^52y;~^ClX93(XJY;zHiQbS5g`pMumMM`?OdA$|^8CL|6Sup38C&d2|Nfh57`nHuaiheiwg;nHd}xyt z5V=T2xt&I5_2_YTCD-L{*8;_!#YdyZ{G4{aiC3#KDW}UD z6}JN_m2((W!l7ow0RL6ld2SOMT;+P5YdLel-g(}BPm{A&_pX=W5ioO*zpFB}c>m;a zbxzGLzANs-ygohGCr|7%xn=fG`exszw4XymufDsYIz8@G;;%KlV_haTnzE$J%$-}t zCzX3VP2I5GCeK#!ud%_WO1+0g~jTr@{H43mT3^)H)&RQP}3>d@m%~C=bkD4GkVQx z`Q5!qh4^dJ!%h~K@%w4)nO|tkkM&#K%A!;~%FXgOuVc_%oL*WOeC1Cru@Kqmd&FCz z($ZaxEr7eYc}= zIU9ODd$Zo~w9?o{pBI*l4c?Nn?rq+a>+{1+kLOH@{LlYf%8hfEE7p2BvPlj zcmLXUboY+v;VqU7-Enbf(#;EZeYD3;P3%9%$)WC5{1S!H;e7F(O)ngOKX2)RF(o}S zC!DCB9k!1IJoi4by48U?oLlP|OTG65wK`E{_JQC6MZUu@7pJ5)BkC$$=OqV_+b#E! z1<3&^-E%{4ul94?@@LcJKJC+j+Shx(=5xtu#g;|?Wy%h_ToL)ljlAEuEl^w^;P<*h z^98DYbsntpZd#(=IpL z_~SdjJG-1OEEd0~Fe&$M<=2XfewJC|&lNbS2DTmD^U3j7-=;sWu;g3MfA`J$T5Lf1 z+5HNg-&V{$7Q6aA*=+Qm8C>dP75!9W&vgg8#vD`}bTCd@*3G=uS@*G4WX~8^O41ZpMzu zp1$CuU%%iQPrpRR46R%y@NDk8>bEQ1j+mfaKfms%auwV&YBbomvB#VdsmhTpTlE?_ zhF{Zf?W#Ebt;;0?^31miL~1>+3S_14a(M~KHq&%q0qr8Ij0xS|Yl{7cC+);3PnmB^Q(hHAp>Bp~+Wnw9~K^M}!U!YE~dSljwBg}kfzbWDG zX8P=Mq-^fSkHs>J$7Ywdn(yT4o9AC|_^k4nzug0(_qQ48Nh>}|tx{O!`IcY3>t8M9 zyeKr~+ujmyW{*7ErvAXZZTp?e_x0Nr+MHYRru_6F&7WTBJ3nUtSFLu70f7tu>8TA) zTu*kMG`0Bn#AisDrcvwV(@D;inkD{oXhlk{Y93p5@~P;|75`j*cJ2B8%ip*6KYFZF zVczF~`QaUw=vMr~f9kNUgzt{{jG({wrSGZzdd8c*UitUVo*kGqY|fRE^t02l9y9V7 zFMHFn><=M;n)`&Trp14tDEK~iJ|*`TC%_N6p@7_=7ZiAc@ADpwbX0hoke`IZ>FA8d zr7uVbp+{X6-s$(AMH;(Z+{Hw~Dc`GHN!^KP_l1*^u8&Ha>wG0{S$vH5KVfxGFB%)U zzA7oR;mx{dt=_x%$M|hs*ttu!bElq-DR|%iLHmWP9q&XIKa<&~$?&kLYyTe7A-CIC z@)LB`m5fpYhQWu;(h9w=Z}+KPH1*((TURMH2&)j4m{bwDccx&mt-dG zbNG}!q?<#@Cu1E}k195zpxgD;&OUoC__R5)>&b`ws=FIdmx&X2*Zq9N;7!wWAJ=JP zxHv1nb&r}Iat<85Uj5~7N75HuSujKQY4N*LkM~|Gyjq94*ZBAQSl2agFP7yC=bwE2 zF825-&mM2eZoAfXuS_JI>8lbT%(a&+PTRf|9{+nqiU|&0Z#sDp1VjBA(O@`veN1;= zvkVB07aB#rVUL+U3SSltk1%e?J@1x`{Dcwp8~Od&J#N6tpvBkU`!1f@?$TuMdnd;JEW2rRv2W9t-nki_eqME)yZA~O7Tx-2wf8~kd9^ayR*M=J9-dNq zh-Zp+f0I`G9^ZI3W!>hyti1LKwg1WRYFD*p>cg6zUXQ(_7FWzGb11jX*N$GHb(h3O z3?4soMZx}^9x(+Ew|SK8x%uzJte5pnf$z)BuK7(lt+(Hwq=I7kq(aLF{H%bAd1B)@XYucq(c8uVc2Wt81}Jt;0P1 z!xzsXoKJ)G$#K2bPF2S?shG2F*5)V2f}Gp~>@=7MivXn}4gbn_=-fuPqS+2Tch5 zvUIEOtQqR_H_m^Z^EBpGmo1(5-_ZBF75(_b<5vq_P5vdU>a7{K7q`AW`dC`#?876~ zABOi^oyCV$RZQyJa;>NL4)@31ijV&oyE{hdaz46R(%WV;*9NY+e975=?XVMx2i`4- zEq`-L?>}2Sh%UV-YhmVtLWi=!1GA^)?!5G9!MLniZ7#S*EG0imw12Rh%w1OR?Aq(k zn{2LIyxFC*9b)eN7eX5knv(AEz>5xeOL~`3233cL5*`YjN{Eu<_XMfOJL1>Q8Xpy1 zB)ruxW^9{Dtm7-Ng z2~KXEGD>BjuilYlM-5{68am=V331aXqmbOCic+iT{T<{~`hTxW(vcrXsH3nHy6gi9 zQ1Dv8V^~AQ!Ak}gi7Gm3*zhrZ`u2kl1T}EB=*1ef8X1c0KMnrV;y<)d>uJx9_?#GN zf7II}NI6>O6A5*~>vG2KUQErlWH2`tY|H~L57j(va6z;B7MYRAKG>kZcLFS z72$;SdWv_0N+~`m6cF-VehM$sSa-#8_DYPq-0@MAqTM|eHxPJOU_$%GUW&E~`~_3N z=UF}@a=3gHTUk=PX@#%C6EDnbIqs*J%VHJ6T6&dJcnNQiY;8&@ujq<5EDzuGHBiw- zc!8fQFbxV)AVqWyy!EE*!HNWh!Rm3gDR8UXxrhR{IG>9saE*a>uA;c5&??Q5k{(qR zhmArrQP)5;c`+0M`Qyb<2s99H3x$9I#83#tjTa*!5I4R^AOzee=Ebm(311`*0%lNa zjaCkW$nmy72xER*AOu3k+X5jFG~N~nVa#s}gh0}GTOfonza>M)9Qebp{95OOF!6{l zg<0cyn8KDL!`NMP__OE=uhG-^5JioeRxf_Sz&@jcx(Ff|WR^ArS=iXnIKuzT>N3b| zS-Y`(i}VpDZ+zC_Mz4h^yer!eWG1uF%=$@(R)xRF%!dYtD*S!Sw6=fE(-xtMU~kJf zMUGjkroVB2R>D^F8d9gsk6#W%i4ILDwNRQJCDPFk4Duadvxv~EvcS?vi z+tnfWi|IB<9RlwLx-VQ&#i-LU^I_jZXJ9OBU#C|x zH7cnyumFgpPS1{9QYU0k6|F;hoq>gdl=yXL+kTa54YNx{8!8Q;0}j!yP7N-QPNGI+ zPqr9?l1Y?ZUoB3e$cEYcN~Kz@Wmbm$VU7LL*wty2N@i>X`inc( z;K#S6E7T~pEIumftT%TqLM@HbAYGtRgY-e^(P@y^{WVC^C|b#8(;)UQC94L} zS?MupV40+()<8sLePL^5bMP7?v$FQP<8@5J?d#M^mNX}+<7NDzQU4E8s|_-q(P)Ig z9>zm#(IV|ijYh+erTrutJ&PRL*J*`RMM)j_U)D}5U!c}tFC~or8l8|^XFs40%a#rZ zT_Kx9XJEk8zAxBAMru9JFruWLR>Sb6q*BkIhJBskf9%+xmUFd1%M6^PFO;LCPOB6Z zl2If-GyucpcAd5VgZs5g!Q|VwL&l+O66hHz6||6Sd)@;5wMhJtl2D7JCn*)Qh*L|C zL<=A{i?BO4K#za9ovblPQy@!J+*W&ZI-%j zR_@p8CV!{=#UXCJ!u_ag#96a#dOFz zlb)6i2~<+bKzmtNEy{%sX%w;rs&q0lqr>euyo z*jl}uggW5^0s8@U0>qcpX=Ua^rvqn77pNC*`}TeH8hDNb6I*13dIJN;_6-d}7M`RI zA}(vEW7#@(?EnmAe56+jz~9`iycx|ZVW$}mx9?0ZRc8_kq#%2R#CR!x0wc@ND%f43 zQ-M^GPbNJ<{r})&J-i(dDuF`c5$bW9mr9==4mYU)>2VK{x6@0HU#V9EmPz-mE((o| z0^CPKxsukaq3@)f!Q9f5!AUbGp*?YdDCF&=>H*X;YUNi1y;ivL+YbmU{ zLs>~xhF+&;S5f=%bUMKhltQhI{FD=vwq8j7v~RE1$e@`Xa6z_lgHnd|^ak7-r1Kl( zkldgYGPmqm!hj@J=_Cexza(V|1N=!+iW_hrm$%c&^sIq5FxQ)9!xokR$dRqupq2wq z1MZemUNoo;%t2;HL4)Rhj0Y}}o{Yh$(b)q<3`49x$TWaK<$Vn@^#I}*rGi;$8VoQG(uoavDayg2 zgF5!@P$xJZi|!6}YUTo!)ajVp*uD-Q@kq%9kB#7{l{C~ysepERDKx_uDoUy3qE2v8 z+mENxn9&IKZzVq(>ZR9h^u zpbi2rB_WtlUI&?wwu2qEiJjT+qSR@OQq+o6VT06&!`UmO{o7Lk7C^!?XlIb0u|aT^ z+4nWTA_)t$-3yV2EPOX-*AO&h*`|^@os?P8*T6DX?c3pdNQqv61(jej&>xjhhSJXX z96~lREURol_^T!2iEqfXQuhuLsg+WTjyj%WIluO+hG$E*6SxDUq64=G^IY2Zg@Zx1 zXz-D2a~dtn+GYQUpdG$0gQBea6d@rXJh3}?S; zSV;X%eXp9C)UGrAgeRTBnRkUdU1!1g%4G7B|xQC&Ts~UjMVTu$}Af~mQtrBZac6# zk_F;IP{cW4#(((aT8P8hkqeerW{41EWUIDshi}NF=gzdU^qAmxk?8>5h$y#|{0K

S{m%QHG48YGGp~8y_jO-$G1uB_&gY>G!MJw*KkU_7n|x{^`^7{3 zwD*+DWcw(r_YTtrItvRMU|b1kgT)EbP0)eQIc^vhso^9iwwe`2DZipZM8Lc_UuRq;8S{hp16|eK$ zRkaZlKl$^kKX6LC&g0eYUQ@5QxL&Hh#~%~?IsKD(0h=k&ljE5=+S9{{{+#_ZeGjp- zgP|$T{L@3P`^VwJ%etfu%=V8;?*6Gq6Ipk5exI}Jee*W!IPVpHp zgOg+QvoXEHleVOvV`<_)bH`(T($dt;9~}IuuRSxEQK@pT6A?ezotivW@;YtG>GjHU zJGj49A#(C(XY*u?CEi(WhSENfJ7`Lmhc?ag2)XH?!LzcSbl91!s+vD}hU#==sd4Xc zeW#b!(`~ycr<```Z10fdcyn=Xsa)Izjb$q7I}d5@y-1-tz8o%w?L6|6Vd6aAU~Mkl-FIRdn4lRGU{Ia))D2Qy8* zY5KJu+uPmN9>yU7r)a`SJTFfy(^gKbkFc{(HP4odE9%{7+c-DUHaUkxCQltRMAmIa z>Q4@cjyIdaRmFeSpWZl*ebrQ{1rk;k7L&a^4dgN5=s41*DG zuT$Q*nNw!ZJpX+IPuC+w1D~U@a$OV`ufUVe6YSvzB9kc5jMMt@w$DLy?Lubw# z0oC>W`tv_yf1kcQV&=56_fVdgGO{T;-04sFeuBHt{Gm6k4Zd!JP-F7oAF}wfBHOWg zZ*1#WqAK62YYuy5vFun~ugk`U!N5YtMFb&ah?FX>C&XMZ4WPR+f4VCL8ZhEjg%?iN-JA zf%rLA`qdZnc^y+f**Wx(w)Fgi?Cf6(_gbjm85!?S@=rbzpfYd*n=Hxu;vQ~|UPIzX z0K@Ow%B7^#z*W5VaCgmM>f|8u>__|}W!ul4_DRv&!_AZY6H3bUjSu4WXE+*ZlUqPt zi*YB)XqI{|6<&}=w4=^m+DWmqrX^M0o1tDd*j_$cjxOZ&cCMmfe!VFBhn`<}pP0sf zk=T0Cvw!c^PEL4z&Ef9Pd?35X@%|(4$>SdFHUT{K$(oY|V@mC28=9Q)d3)74uaFN> zoN4)?v;7zDzCSEaQeJ!jWTfF$yI!DFOz*q3yBw!XIV_|Iw1zRi@o z7~kNWp#E{V!IYP$wf=Fh`0;+4=bxRO!`;oU-x{QG9Z!Xbr;&woP-35TGo@+J z{`xt`e?WbcR+9H{itNw6E!t;R+N=^7*7B+FozF}QFj`|FB_YnnS~JSfJTkqa7XK}7 zDsn;+_#9lhhj!hx<9juW(HCm7@JB`1x^HZPn|24KPh3MOsEK(qJ;vL}dhJ`qA6dP% zC-~4sX2EWoowx4!(N3`2u86bA!8?5nLs#S_&9R2hHp$y#PQE__5U&E3_&50Lh5X-+ z#`e=hQlZW%&y+Wk} zipmX|IC5&?FS}&iGo!ax?GC2Hy2v&O0%oyGIbUgI|IT|HdYC^IK_OXP{rd9@0m@(>N*wd)%&+W=q7BmYQw z=Ry0g%#5!yeVRhYD521)68@!iylHGar!&IW)aF?lDt@oHm>qT~QZl|knc)a#6QUVO zfdCzdlW{it@t<5P5rr+;lvy&HJf19n{PMP}aJtqx+wC>PiJ98!*7ct#Z5Rxc#)4ub z4RHxG3fO0N1AD{Q64$T2`uU;cEmuQr(#k{Jp^3xUvlnkAt(})MwLgeXB^L6`n1nmX z^3?D?Nt($ENM^b9;q@2nIP2q=_9BJ%w4QUj+YJ&d-T(ABey0E3{Ef-r50t(XH_!Hv z9I=iK?Z@w^^lIqX^Yh`J1RughjqgSJ>;ID5;}@#G5#vs9d`IY@*T{CCUf!ksd$c^u z$X8=HlJ(|Y7F~SLWip|%0WN2<5c%tq1xanYB)I6ydL^&ouh$o4VShbI5KphRHC}~e zoYqhpo8cpzgWvTND5V-ns-jXqkY_*sKqWRIzjm*tki*d6;bwYUs31$#8XNqU;jeud zGbG)trudYlO!I8*z2+Ix5R=Qcgd#l--J|(dD$Et=-S&HX$1fYBpU8)$ zR=H>L(C_ZvF6PhA;aO5-2lRX=gwtwMXhU~qB^5HTPw%4VQ{>1$!qd^z;G*YsVVSzag*}vhymx=7t5@VyM(wp45E&^+K zZWN;C?kzCr#HCR|Yw`4JlTb&>2=!*Rx4z5C@nl=vOXvz{U_jsMIHm9Eh z?Mt0}%4Z*rr8u^Tv;xFA(lR1`%botR%}9>u&lKzK8{~2KhZRiW4o-)VJ#oWqx&bK( zw}D8LO+nf7H%A^FFX;R*msBz4Q$V5{)qcVzV_6z?+;PX*Uuc||lCH2G0lOyQXx_tVFV zd#Q6U@XVwS$b^M(A+K4tVQ(5bdkwSH-M4=$ zn>u?RQiw>%3o)2dfDmNacO6#DyRUa{i_{!Cy6|gLH7bkV$a?_jm8ilHZslm{ zXb;WOQ-L)dg~A@|W4RI+i)F)B&czF_MRe!U{W?Ae>|aezf~U+VGtj*ICmn7rYl@g{H@fXao=uo?Y3`ki-v~G z5S5{GRb4C2X?X4gn!OI~X9JF2r$K@{s-JGWRA%DXVAU;%ZDrP~%G$)o7) z(52`&WaleF##afto*1}3v*p{7G{Dx7t&dJP^(vFeQr$oMMHrOaHsQpq7kWyd9pbSm z(7Et+o7Zk~PnK5yxY}*A&GA&A%)}+PQE(7nHGErrp0Be?-;RH@Dj8Qeja}^ zcx*HkU%vUM>V=XX!#;|nPZ&RS(AP*x)Ds&P_L8KBc+4(_!8+;raO02Oi6z@B2|f-1 zn6t!IYXspRln^5bIX5h4XiJzU)?W6(x|k3o&r<+RmUl0Ndi{Gk%og>2YXDV|vf8S9 z!_yzig$^ARr-m2-@x)kai_@?u9yKV%JbBxla>U@Q#~&^TYX`L{)*eTTd&#ujN1bFp zE~eMZ53@JTmHAbQKinrIHnwmX$ek8q9Gi`7q7KJ7n|);8*@spnIsPcjDvElRImV$8 zA`ts1g?x_G{0%|UsP)H(8oi_Kh$i!h^{zjw+cW4H!TG9uQK99N**}vtzqB+)hfpQH z#Cl~4ake+FW$}u0e4A`6B2r^ro`J4yWxEdXeQc%JmcUc9odjKX;SC(u4l2qa)wb!j=@h(=L(cJ%U$UzBF_ZAFwLMe()@p{Tr(MO> zmi-L7g_9~=+xjh6$-sbx1DjX^9dCeD7_Wa^Of;=zv9!iGP6>`Rzp_xwn}BW2A|Ko- zIFoN(;dE617le9uItPZmQAglo=$O1zGvVFo-0B0lnV**U3nNJdr>`srMw?OCgJ8lY z!BxKb2O-4&G&+359*LysFAfO9wO6)t4`&%M5i<_gAOC7u%}*FCSVD+bXU!}LEsf@? z;E$n8(C&DXna$mtT?SYycXPn$Et*NLz%kS`8}YzujQsLmcK3+JN|cOf|NVo6r!W;k zby0U%M$Y4-zIh+ZLY9hY?of^jPnmSBMgc2$D6`ZzXE<)cHIFt3WmV!egEKC{BSN@n z_Vj9)!&-;6Z6W_dGZFNrF|4yLy#vj(r}z4bXZDf>f8JqA`9(C!NX)g$96~G`v+}Z4 z_*VjqhLB->YF@A?S5YIrXq|Xw6VLiopBzc)bg;qVbC&bt)PrxL+oMKD>Q>HA-J0t4 zQ}KoMvzTg2mQ(TDc9RS)O}5Ro2QEjm;R`KOUv*fHHP$0ZW;>H@>J?jeGEes8UmwaJ z&3s!w^~mtT*Lay)5}#HQpITDy_QUfqvvw!bzY5Z_n*V9i@;HC&Xk_+Y(cXTjYb5<- z+Odw}R~yC@hW$LXiQQ}|w{kjN%4W}voOpjn&8a+|>Kw0LE z6Jl1I(tQVx!augvwP`vLCHrb}w?}pyO4OmD+J1`o_w+4&k80Dr&U6aQzX{C6niAC4 z(f>gx(3%$AsH#&dzESlNlewkV(W1-yj!Df9ra&m0(bRb7TB*lJ#hhiy4E!hN-5ypQ zF#%)aPnpMSF-)`Hdns?$rDV)BY;h#DftIc|Scxjv$X4(p?X<#8(GG zr}VSe?&W#T$Vik3P~_mxjN88W;)+fJr}4oiuH-fn^tng%hr%AYna&7Z374H`9O}bi z|5h#HH%p^r+!^7)@@RXZqI>d@9&KGhQ|Mt+^>f4Y0dR5)(-F(FvJlT_DfmLf1d z_tGMA2}!I_o!PF5M8~A#;#_8fa(Xo~3vbY{&FwdP@3q4jq6LX$pC^&o*|DBWO`d5GFHiA|i z|4lP_J*J_W;PRKBm8;Zm>XGoD(hclMC7$_&P3czy2kUNLJn1xljQzng!~@W z6dU0}f6OfF+&-TE>yXqAYkjnE?hdUwb!<_>ow2z*?V88Ba-5{s^y`V$_KfNAPacbe zNxy$HxxaIpt&7UA*^o47cK0_IbE9$!S8|Iei4NXIwiNUcOGSb*qtJ5f2YI`XPnT*C zarfu_r*0S=zaJPM4V02BKoT}UFrN#3U!6kvDDNs3WIS|y!+kBxAxSo|L1Tcz(+R7l z;JFg&MuC$#!P}rGcxZLk*dL$Jpo=`6hHN)Vql_d->$g<853_KZzrj4}WEnp|(X&Zv zGQ9RWL8Q?x*|O1PF|LR99^{}g-leCfjrglfueG3iOCEl|D8)fA6?5K8!b#nB=pl<% z@XhrdO{Pxr)9-qVE)=hP#x?L%1AFoN>F-@^vmsewOoJh#V zSrePsHQS#0N3cHUG$BiON_KKysxu4C9|=HoPw_?HrsJ-iYOT z(cK-F4WS*UqpI769)2U5L^$}L3UaKsULQ-*ISpK$)|zKflc*=rkD`H!yYtzOlD+)T1p*X3C~@pJ&7(Y~7Qf5(u=DrEMr|^O zBl>>Lju7D?Xol1hxdd;z+BC+vc(14;ZYm;p7kuI|@X;Vf@qbRI&?(K*eGyn$$mFCK zGsr51s z!)wyts97caZ1Q7J{hm?oA3(8qfSyw;n>b5(FgpFw2)<$Eqt8-?EPTEacKs%;;r$^t zrW6ZOBiD~oZrF9VRHJ4O=;gx%#-0eT*i&!Xy$Wsp_(4IEU{OZ_I@vX{PpI5AY>1km z_~bQ`d@<}m_~$U+(KV06&}_7!LABXRbbntPg)w_XT^W*cN|9!_ln&r)du2w%8_iR43;k5dn6?L$t8S=6@Fk*(mL=&Hd3=w)yG$jJ^z3BAz!~oi{uqc{^#H zT#S|TbmBYL_)PUN>P%pHjKT5Vv8UG`>{GGXF_*MzgLTD~F&_8rc-1uVI=9!|>*0@X zaGp8~Q?FOFeQlkS)zxJdTn{_M1wOs4h3RdJ<@a<~qyO{SAj@WQ{Z{h6GL&y4Ny~b2 zU6XGk`QAWHRu$wKg}dH~KGAsLzyp;6m(_ZQs~_+7KPyP-_t(@Mv`X)8@cUUt4}axr zC>hnhL3d^d<8A9(Ur)8r&gZ-3TK(z(FI-92^0xYrykTAXPDEhELva4s$sdalP z<45Xjt?M2CCm}KR`bdR_v)3zYGpeKUmUXfX)Ve8qTA2^!6%l%nAt^f7jVgM5Nrv$@ z!`41O%BM?@Y-%?o@-+jSDm3XGtXWBgy%fuN^<^_CWrEhSEyOk-u!xmzNlHo|*68P{ zzMT$#8jg6l_$l^RQE+(6O4%Q3CaM#zM`Dn>5*}i4mc_02)0T;~)0WpqrQdUO(2H7k zswV#s3n@v?u|C9{WS%v9_=&Bih-Ju(NtY}w*19)%WlhWJ%Rc6*T| z5*6ln_}a0yZgr6>`=R#nL^`yX-HuTw#233C59y5 zPgN^)=*!tSrzEZ0bMMMbhG4wc=L~g_rSL^TpU#iQ<1zxWo2Md9uix7Aw7hc;wsAlrlm#rOxegpO zI7o)7;rS|lhFBJ;UQr(&+q*RXrojE08)Mrf&Xn(XlUn|vK}?kRlU7&TJMQ0)?%{96 z7Mc*VQ{DO;e_LY6@TEeZ+{iR02J0tR-GQ9Q;}@+RjF6dW1TzJu1iqQm6O0PT1LlYK z>f8{dnK+`-gYvGa?ve7Y78au=w}YQ=YS2A>g6zpDxb6S;=I|HBW!>6Idf2PqUGJr* zRa;$arKPMgUxmEcpE!^Xc?+Fa2HN`MH)~m04x`A}QE0XecSs}gM1*CT5Z7)o`*CCb z;=5TZ&4^D`E1hX>tXc9l2F3IJQ$mi}A39R4k{+b&C@=XnYo$%hRPEFm9_E;mvD3>g z`ApK=`v^R-As`pdt1u^6c(eb^hM(FSzs_=>v>k?C&4sEReFl zZz$*g%-%@j8eB3;Kiz8A$`Q3XgN%W^^9#K9iM??)ktJ}PK7C>IcMvVsC)DFTOU4`T z;^K8s9l5?Ul}b+=H9O1{$zXkBtd!PVHbYL6#iDY?Xz2Kr-o$%h8r5>cZ->;7ou(!$ zI-S?>J3U*E(=O@tbfX>8>-kiv2J}%>9FF}uemn>FxLCiP*MO3ZN4L!0=ucHNNk475 z()eDwLU;TnqxOfxrdJ-#FCIIyhLFz81nfpKiM%-2T4qP-Jl@iY**I4@jqkE?6?AvlW#al6{$z%;&FIO=(`soa6GC ziv40xTppRmE;T0*3m+&%upi2rWT$YiDO zcfV{L^mGSIXrAWGRpbaYDhFmI!x0Fk*Wh4B#_r=}+kt}rx$~=hn?@+aixp$>k#d$t zXkEcKKiEhO9fy1J!nl&u`LdEZjJei#R+-=|@!I{}ns=bK{i>Qwny(#(N6bLX-rF_| ziQ+~Bg)Bj3i|}`M^|w84`5NMdXjj+Aj?Vo??T0LBPnz*zwJ1Q>?M)JzhtO1A1eFw> z*_Gsn*PQ$-TU#eMp=G$nbhz%B9lHx(AP?!u-rLzj9Fyu|fVk$+>FT-|zC#96tMG{Y zd`1JehL596b!XC3k^?zSRcyjn$dwxc6!0kJIW%*T@lhSV zQGpc{xIZ3knN?~Epi4@0)7I6vex=X)G6Rj`ujA~=3b-Tk6RNyv*!bq?Q#SHVo5zC4 z!i_1dihLolns*0^?rQGlrW(|CZ^O+fX%4WTl>Z#`qpY$+Y~2F>ln5Q~R`&I&-C2IL zCEJrQpW?jmu#Udg;uF!U7{Z9Ye!);FiQc#Yzf|^5n4&y@VFmfo_)AHIOVMY@(naOpKQzUJ7|GB3LecWFM#sSSo>BO;k)#gkS1F9%Gj4yT0furwm-XnX#I$jJ2^? znZ%lz<9?~vct&m=t1N$07XDPIN@9kW>X$l>DN3A!DO$-Q9JApIVZ#=!#1xG=*5Vip z?Tg-oVVaATF;$~e9y`7DyP2+bP#U30WUFBsjIaI@sex!c=$m=S5T@pS&{g%eep1Zu z1D@?PJ_pVWTKsHtBK8_rQ>So1)9@Bm3cPgW`NmUPpHl{@xq03%Ir9=ny%V{qQR4Qk zyg4=+H1qdJF2`o}!|BLz(XYoSINKzJcye30x@qtjqeH{n4P5LMe zw5Xmzwlyndg%dU+8=#pl*_>$WLN)}Ws_+*(NYc6gIJ&5qT;D}4d_0E!t?bLV^>$?r z&HMJnj=h0cNV(Ex<$$lcaV!N&+0>*jr|YSw<6>&;zaZwS(r?m zbwBZsd9M$*XGGJ2uK*o=T8%up2&aOx!wz%Y?*>}+Qg%b!UgYDqg`EX)ylLW^I@t#c z4O47RYVHu`7KUb)Iz;&W)4OY~ok#@2&{9Lqr;onHl3Y+kgU=HXVmX zXR^euQty?fZq%y=9-1|~L4}9ODU_cPt^&mT=xARq!d$i({R4Y9J$#S% z9&~abx4~7T7{1fXg!Ak^`j8>j7MZ0hd+4rMwv9!y4#vA82^AZZ&`L7DI~-|t(RxH7+ur6KGQKVc;j&%8GYwJ=-v5>brrEBi*K zF*mjg_QU2=SfFJ+jF8u6SnzHhT$%Mm42B~m-$<`)MEiqi*lIce_Yp&0o72OUcyVPo zlF%6_mHi^avm1ux)L^Tb^3bv$yb!k+6!0!y0-2Wpd|%nSFpU{8{0M+QzJL}DNI~2z zDBwzbxH4apP>po}I3MuVBr=@O1>ixz+masM#fR3qo`hojTG^+t9>@&?s1*c3i-rN% z3Jb2xkJ-wRjAEP&Fz*GJn*(qOKy4IYZVfQ!$CY`RjKNS1z*B&?EfK8SZmcP3p)8QE z7ofWW^f~pzOsa#RTNA_(N*gTrI|0nr!DMuX4Z!6Pi0A>p^(@f6DMkpTEf$3x5yU1;-2FE z-~(24xY|3?escPu1P!m}cxh}@{aS*23T872J)b|3i?`2UW4Aeys&r4gJucEYZz^jx zCHt#2S;{B-J5bhZ36^hy4ce+K;-(RI8=K1F=N6Gn*s^bjxMA3VtjgwJvde8P(8Jkn z_Ff$PXqt^WXib=Ge5`;V#rr^!t0nkav)Fd8;Q5Rkw9J+mq9cd}XQ#q!CGDXZWJ?hR za1_A6KD1WSFjQk~S?@ys;y^xZ**ARHX84w*VJJYKPoe*ZhT+D?Fsm61Ak?a1cjHJ? zl0O6DqVFyc8uc;_h(!Y9z&554cygZ78DCV*7vH)gE{mDU-Z~(mD#S&WZWyCOa1#o5d zfFYdpb=b# z1KgRLKA&VaUKp_2d4j7Q=xU-_I`#C@Of>68&*OkJfXBdpp#ahW<6QcJG_ELsZD6UM z;=QEtHwCbb*188Q-ABqkh5w7f6`jkfKq?@OD>`5(`b$BuzU(FA00v$`1DRb45^ea? zQ|;2g_ElA&AgsBg=f-_`1qHei1T5xnjr}h41>OHH3T%VSuGn1ZdR5?+P9PgV+kZ6v z|0oJ9kP$KlJbW%R`MW5v4bJ?f#D5nBwn1iB5`%?Z6$Q4hbo$@9afW|VVzLu`_jE9+ z=W{!2^>moenoqTV;ewr4z;)mg0X&&(PD4b~8J}1Bb_g(hXs!9f>TqCEd+@yWQB2RP z&2FO%IPE;re|I){SK|Dg&a(DkXv7pk)@=e|N!ad}z+_@D4Qu_jnb)+}h(;7wAUW4d4=&o%+gFE*RQhp9VnM}B;(EFyD@TWB-u(CulUy=s zCe_>_+7me>xw!a)*HJ=`${o2oQqV0PX)Pj=CR@}{*Zdy*2n@x^L}i{?S0SPNaqJ9W7jwiGYWjTisgb+}qmNrE2TPp}?Ql>-Eez#dxQrV%?15t)jNs z{M?#``b}l7e6a~Cu@gq2XOI(SA=zJDHGOU``F`IN(mhqTe=8@h*aQ5HbvSQV&mY_( z908o_D7?Kx&EN->JDw;R4CO7S&Ilx>6&;WsTf-&AzbO0%6ggMn z4c~=ge^CG{>Ag||`#0*9vR8`yqafgWrR@KJBDy>TXp4Q=U3^BI&_I2*=N(xS)+7nP zvpR*lwZ0CcJ|`2csovJoQ%4I^&duY>pWUPq!|p01N?>_%2inHWs5Xdie;@%1Q-)>Z zq>`CdlO!;Ftq;@=$;hhdLvx)qQ&l0miw0LpkD7ZrT(*@Ai(+GIp2KmK7c{+HT0G2- znFHLhHu|?FIYikwg7QS2En7;T^l5Jf{DPG{)AjwXZHLxs*}??LC((e_Tyzk~ystxN z2sQAHY~@5~c4)xZ7Vbggwxl8QhZOKkcU+k#b*RQH2Hu4+`3;&KWQL3jme8mzJ^-c% zV6@gJbtnMr1HcHmjv*N1LdYeI1lZxV9=WhqId|xpf?5s3y}NV8w?KI z#2r&jNim!aN&jv{knUAPknUd*<1ecr0TP0AK^PrK=m#VOssW2t1iZm&z+wq5VW8M6 zEkL^eF)jWDb28Y44)uY27j*wp7p&$=U9g(J)cqF`|9e{GC`qx1J3kSVUd=il{(&17NoDh`Ul)j z=P(}t1Iw{9u&z}D3y7XyWW!g491OTu3qk;IU@2S$R%T~lWv)hN@YeHRwIV zmAd~T;(tSnxheH@B`I%Fr}{4s2wsEN$iBPr&gDZu|HWHICFUwrN{8H!3&<4|4iLK)x&U?4NhjI@OQXy*f9LO7p2 zS}R2*3IO{>$^bVc!w@VpG6aB0AeQr30E`L1z`CyM8z}?a&gbww=wLh3B@70~xPU?L zcvx;E2!r1Am$^Z2AUJS4hq~iiQdC|8?B9$C(7lQX()~N4&qXyFKthl%2!q8E0DQn| zfMS8$`J66Ttn?)e7JH=yK=(hV#lK+w=0b-ks>g!pL-fdp{21j?jPe zBS;|zVceO_n00Y`<0|IxzsR~>`U$wbKPkV~R7>6~$mYic>;?2mGB40a4HZxNtmaA!pql@n77FVBXw)I~G+7~s|8cXvHS0V30dRrTD1Gth zZYHlL$7@FmwLLT$=li9Y?*$eXDNde7`61=4eFWc)K4su5#pDoB|MdLic3`Ikk(8B% z8u$UejItDyp11T9bEfUHgbbuRjLo4MgcDZ=D4J$w@bEpXz~#6&v&m-zMSt~O_uS{u=o5>cooRT_@4VPBQ!bG03TpFIEY}%93XxbhXoqfNet;UMalhU`dTx(bFY9oUjDKV z3%Vn_46Pe=?0>tP#C+Lf?0`4xM)`~@w zQO{Y56ITE38FkDtgW7g!P13xV!2y-mj>Ui8pZA>Z>E$@t_Q4W(hSh1Z$hVGOa?(BE zhs>RB(lJuR)Wek8i3{OxX*jfen@tk7C6UMZ{>itjH{LS5PXn?|p3u=$>T4Qioxc^p z%6^jL(ZFVF)Wxl%=`DAD-$-t1J6XQvzyCokW<7EA*?!EXFBQjzY~b4(THsw3_|pAc zTv!S!xK@NHi6N`H=260_mw4CT`iFpK7LVhvRGOP5~0tC^mmr_8X(v zJtT}fd}U+UD&!(%H81YCUVQj=EgNI}8tcO!B=FRClNtE&mfTDNu^}WgERhF(%`w~I z$|N^40Uf}vIeA@gU<3is!3VJ>9D)HO{D2WxF7e=qD;Mdj5ugiZYnUI3v9E-0ayremFi;fX;bPEgafq~X4=7+&R3&8jpi1xr+hVzoZc2MAOQxZO1L(+L4=<*hD z;e{NYyI=w?D8}b5R}t?*_x_29EAw9>M!;4jL6{gwNDp_%0AX|>p&yX2VL0#+0LuX| z7@Put2`*vpLVP;J1q{-ax`aV*R3JA1gWe!r5C*-$;9xZ%H6H*5s`>9RzXiL{p)io| zg6>}t!D>MHKrO&(0QvsIS{&R~?~vM|vvP@Gm0tD07^4mzJ%7LTeR{clYCJ>n=jDL} z&5>z!m?*sw~F@w`1R_p(YSE?VGC*u;I`=Nqv%zyy3vjqfQq>ql*?L$kA*`{**6M z6m#djA;-P)7A%eXk+QI*%q*lah+3@o zbtT#2@dpFG2%#E-uaz~gB0~z;k}7ojx9ycx&T7&pIfi!feZM{0pXeU2h15649LLac z{+Oq-me_65=GY>Z)NfrGbF!pw;$xtaOs zlTc5O2#15r0RQZO$1&?#fqP1K=WYtQXPkGO-;$pVZ(T>1$CGAM&}_;WVy)=1WQ`Jv za#`B0hezT@Jld64brd1ID5rlVjAIPfB5V{99t`$rK!MA2x&e>2^7iA?sM zfA7NaEbr5szN!s}E#G0#oA>JlDR36W0L*8EVSYR0LjxPX{gKnpfsA4bAB5d*5LVKx6#xun&E>FrX6SS=>>tGMJE0lLRm7`d=RP2U3j_fp zvNZt_{~30LfI;HGh*+12&xfJ4DyEP?IPKzK-7Ubrz^@lj?p@%BiVFq2<~~~MN0B1hVVJrY9kePf3!oHC% zz@AMtaQa0LzU2l}iS7 zX(Pew4UQ6HHDTcU@|xQKmI3(Jv=H1qfQZ9J0RLIbx28 z=4A#s?NiimsD!|~css$2!YvBeDiuM;bmaDP@l5bdoY25`Sc^%4WtjEFM?9Hlz!LZc zShLjW8{1idGa<3S!3_mq`-}_0W(AIsoWsEW7!$C4b`FEyK85Na z40^wX7Ab%*=nd@l1)&&!k@7A)5B?oy5^D~?!1fsvuw6w6>=g!~0x*#KJ))hJ!0-YF zcC(m(eadqf4DNRUgWkY#6$KCmy@7qoznKGPJk*N<`MyZK0qoz42-3ZZ2-5vKBI2SN zPz#Xm-&z3GTxkJT^S2gYv6otabpK;o{43@S7dn{WTmG-9yHppf=1N^~X8%(6Uqw9E zA}sfOLauIxe?Q_~qVKFh@6;s-UVmY9E|dMBJ367CM+koNaD#GMzf=j5CC?YfLBAP8 znuo(RIq^+=c7<^QJ;k(HmOk|HQc<%&}Jif1Vc-m5ohSG_w`Z+gxv>`*z z$W7WuO5#KT(+aM-rh63}BWoU_oux=g9H_G3vslMkVH5SV4#>W%R$uI<0r?tmIuv1G z!Tz)M1+lwnC?bUZ)Au;16V1cBL~)gxT+`md4$$L?Uc|QtKa*CNTcAB8WJsgyfx6v2!Uuf|@wz|WKR{2y?CM%gNJK2YYeMyQMoXh#T128Y^_XYd zLa1j#xZ^q+Y|+qfbs8bw^f6NAtRip3cj~gGcs1N{Ym}me(N{Dx9;0gCXX>n=#+|~D zLhqY`6HwAu78vMr=V->b@OcN`E863%U+T`|`?%j)kwb0c_n7ggh-s_WzCp{{^a%tW zJLE&&?^hU?w|+%jPt9tZ^z+FdzqM9s^S)*#QiAiDB6jq#JCac}#9@L>Ie#7QV3|tKh8ef;9DABHW6h=Cw#LJ7l5yJy2OWfV9o{Kx3KAMUd)8 z!g?M3wh)aoR$#UxRaw^zi?mJlY@^b3u{Rv>79YCyNUNdr9;3tu-=@_a1-frV&t$mt zMI$6{r6Jsus0R{hQ?Cb*9fTbU-G`tw2#y8E`o?4Pr}LWLWb&`;>zx@f&=AI*LCj&h zC>`7)s$qDT>$hEU?_=O{w#m12HoIJfci*2;=(M}pJ_*ofcM$CA4d>OMP#W!>BMGn_ z-%53$J=JXzh2IOSxl3A;QE{tF3qKkAcQK@5y`sd?a}^2iO`q=6qAKY`*(>+3 z+NYqA#qq@AK!&mlc2wd9&@u4;?rYrCKVslm4w&{tn&7_vu}$^xBbIK5d6?V$ga(?U zV4oj*n^^Hav<#i14wv|N0Vg1A7FzLWlOICkfFVonYq*RjS;C8EwtPd9A`(qM7S6Ca zHq10O+Y}=J|3oy9liY|q`tE?MzMHyr6!V@%Fup4PYqIPEK|8qMG1aW(k+i%SUZ5K) z4Zg_Y4TfsXt`yZb*|c-IDyzyJT=7K0x7~$u4lvORN4j>^rk%sNmkiQF?6w*FK4B=O zdyvmHxl&{^w5V*ZT~CXuoJ=1Jl>eb?19kMF;jLg1b8qswXBQR@{OihmG>#s|at?$;pOfvdFDAdgw!>RXgoe0 zbnHLEPTQQV(W5rx=}NI&4Gt9QoAJO7Sidp0mUy=TqsYWqSJ4qS47r}7GH9(2#i-@T zBi?Q_Wor4u#d+|kL8$_cApb!jPG{S_{-R*wwvw`++RYH(hB2u=m&Udqi_(bnC>ZHR zc6GCZ6>Rifj%@-yaM#dN@+S9wYlozYQ0zLmBC?4484$6RtqDJQyzy?X|LAgA!8fOW z;TDgaa9VpL$SG{~ik!;rLi_r7I z&*bcv^sao^oOOq2F$I;h-kbutC}XgwL0xxa@YVfNUSfP((ckX}kTp@*4hs*&Z}Nme zV@DtAbU@RS8)qsT0$*7WA=h{+imb2#N!=>ecQcW1LfU<3ZEm#UE?_**C8@(*p9(ZF zu7JLk77}@2lWv~^0j=2xFL9uq~qIf%vKwF|YRiGE0XWBaVYLJjE$+cC}A^RCU_wPWS` zTE12B>P2&keY9R2o(09a^Jgk-FaPVnf9(%e0e>I=uBp>5^HA&kD^j~=5#mm2!Lp6f zL+irydLQyO_kBUlu8$D-$czA&bbUw9Lmn1GR_d-oe25sWnlsWQU6ovi!pvo&8yX*0 zmBCfbrTZ%tXD>+hY1N$sR9eli6h~D168ornj3VDil^C8>;IA45OhXvD2HK_}L?WLB z7pZx^7P1;!C4@Fe+8bLz${NRRwGBTyLHackPdp$cy~Aqk?wYi0(=}5uiHWYQ=86bk zrJ_C6HxgO2g|s5D`Tgg9CA)Vm_~Dbg?=K#Uc1c;M&|q+kVw*n?+qBbvKK?ZMme51R z6dDp7HvELQUHg=scIyTdP5qx%duA%kSe?7!9heODPr^R2H#FI^?CeX=AW2&)v$R}m zMHGzH1b1q_Rj^QLD9o()a8V8E4_8{xHj^y9SF6CUcy97aA4w2i*tK^3r`qe6^wfN9N}_t~VpA)rHq5WMCT%|!suw-x#w(LNycZN`-`G>C9L82iOT9~-Im zVa16!inZGzz8}Y?jlvzePay6bFS{AY@6fKe`!;XQzWB&>WZZ=-BL@}bdx5n?@Z(J( z9`$NPh2-)bsxJK;i8*(oR3v<#W%{X8V}sOo!wcl>OO%?IvZ*vXFDwo!Uj0BiBOZKH z{ss#`SMFttMhxSnK1zr}G@xkrXp%jZ3vp14&c0)6h!Zclk9w2hWj2SySirX=&I%(3 ztbHMBkE1LkDrZn~DqD#&rDD?D2glg3Pfm@^c)xP074gC=RDUR!-)w608(n(;Y->eL zC6D?GR^3k?^nJPA-t2%h2D;>I3!lXmSfkLw#v{B=x1O6~IZKT@GyGJ81__gQUMWBe zL&$}bSrS87K4{#Xs%_e?UpuCmrl($hp2LjZPZ0jv;#t=8x}zL_fZ~mNI<{wT(}(w| z*_9sITBEj!9c^yEy*7^f!^bioBkhO7Q#(p{l?ZP>7bN&Pksmi2*|j(p$g9t9K7S|1 z<1^AVAkFn1@N5aQA=Yo#w5O?)W^dG$?)xyCW5^kd?%IjxKFjC4Ae-{lu=_Fd;Os+O zGx`cF1Gm5_2L(smfbWsgf!6KVe^d^ND(E;>p2Fn(_wAB3I9v}(D18;h8YBDPLe1CT zGtkEmL5SyVpE)NdBjnj${yzXxK&`)znZltLI|n#JILyb-<141{a+vdrK7>PO39~vg zg(LMG&<(c{aJlVaSGN(N)gCTQ*~N_8T;dd-3_3zHKBJFd-Gqm1;C+iLe8Dv#Wv<23 zohef-qKyU@`h-qhls<+19eroq1dalJ2h4Oz?t&}6-$k)mCo&GV<}*Uj4OHO z@NgXG*LetsBKva;GKAyHa4u&a!{K#Dk$Mb=%F5@UbO_HG<^DX~9?S`%?b^_Adj&qL zWv-QTr%7Da3VvvO>hHcLgE>n%$AIE9IQK&2`OU{&h)4enDBR)U7<1)2+!l`V?HCT7 zTu4Iva5{#^RNUZB%XxK|a53NXZWK;mm_EBahf7}`T%T2(syLRA5nN-}@|u<8 zFYs+%x!`(_sX*p{eiIix4h*Ok7-xF7xNDsKo8bMF9ZX}h$JzOiokd9shk9a}@dz0h zD9@!kSM;Q*zM$`hkNz=LnDOVL$LZz`4tAWGiv`Uf`D9mj8BhWjFfivotT$73(28*b z$|^hjVTNqy(!ryFAyyf~?Ezgrdfx*E<^~zY(|%Ez*5KYjpQmIfJ>YUKxpWpLgb-sY zoyFr>Vwx%eqC-RMD}nlAr~zl(g!l2>1h>LRi${vgrHx;BJh$ zPBT33!_RdJox*Vrhvm}Y8jW(qDZ2unYL}-5>R@64U*0^0quq(i2gY#d0^^aVN_H^w zF1UPS42NC~x|gZ8U?u|SxT-CO+q`Yp-nmQ0Pm9fqyLZ8(**)JScfCV)W4P2M!?4r4 zsHv>bC!e=dV^;tkP=xDqITPG?-gmP2D={rm?M;uvn_Q+~sCV2$F(6=01%pqwKomSE z%%(9>fjJy5Y?l*3UyFV7bT`=7UO)SCGUz-#8uvrN&3PaYDj7pKp4;Wi93Pk7x$_sH zZt)&-a(0D>@fLKqY056Z2;HMFJY)w=`O*fBfk zYT$F1$D3-MAQZzLQ$xgKtPYc=x^uXI%9-g=pkQKcSUn1d-^g61x^plo%h|5#&f)SA z7p8`STN`jO?35i0+%j&cU1Z07-jHkzm-@nZeyaop`gXZ|b)0JKQ&dRJaiZWl06jaw zFa{@F^^b4CZ6*oELFdbK8#}|t+y`RHzaX^`?4DyCPV6HP< zW_2~RhVX=I3e!}X@FJk9JJlwxdc3}?V>o=4aN+qBo(uj$*c6WYcyZy!$SpZvr{=fu zp^!eBx!&Nj9EzLk4LT_2<6LiO9{JqoU-QAuI=J$2jPKA*_tSH?=*>Gj)w2z#TnXhl z7p}}LALjP(z>cZ?SlqV}{2U)=Q9^yfzz&Bsb2;%uICIST6nH~%CFv0EV4#p(p4vb3 znsCWZ`8$JaF~gjXL8)YJhqw_W9DRM({9)#nZJF8?Zc>M__VipF9(;offjE4ecT?|$ zYd*Z2d^buq_j)-b>pD63dKRq|r|uvv?LvZ5`D9i?={v~A9CP$^E{J}4{n^Pg3bYoO zeR+;T;V@Rf`flNu8jcI5aJ(?YH@JevWB)uPFfi=&r&BwofGHP_{pJ+7kH98@fy4WA zk~F692kss=a|-mnQxO>OSo7fo20Sn4vD2R}K;?NOT)<;^a8JN|0XmG(RX@WszPtD? zjwuSd{-(Q+bAzAhniD-qoNS}iaBkHtbA-9cWEjJg!%a=*IQK`F*U+K(^8-^OUQ26U z&PZp+#t%w@&>6s|usVDJIX*d9Ld1qVJg z_O)OZnly}G@Ocd3@BzKf@P}};m2iIphhJ)V@i@So;=|X_o=YT#aA@h!i(?l!UVyn2 zjN`kKo>k?#nxGrTc`)=teyS=;IaXCTj+9eOT2*C_tCA@8wPfx!yafg)avXlC;dm@e zI;Qy0=wPswrf~T5qJA=kLoluuG!p>Ez#g~M&nY~NnsI60lp^3E+VJ6@QsALUD3MGl zaFHC0Y33BTlruV^xHwdRaq4^l$9#vMFJM_So}j}Q&PUsA@!fh;M^DQrNO@R(De6^=X4rWE)Kw$2N1Xw0}lXwC{oIq+P| zoWdtOEqSh2s8txyr!r@SD;v=xDyhOzL-;(oM4VHKPZde<#Ki}LkjpVdn+_H7+D+#3_Rx) z_?5M#OYuCuE%l`U9xfA{-=>=G@x{O3`_vtY5)52{H>o>{#=?jm-lqc(2=HGU{US#H z+FbtpA6mvm^y`5l8oC}jqQ-f*gFK%XaYrYf64tKbf1r_<8lgSFDFQypXBqJWmE(Gr ziS#(`tY2t&@UghJdTZhTih#PIzciaW+zhGWIAu01T7xHh6| zf$Edf9?+1VR(~}*3`d}TmW_+)@0Ry*Y#ze#GG&-8TEcvN%?`I=@s|st({2O$_=x$m z=(qu@yNxlz^)|i?#i&=O+iR)zw@2w$;n;8<>wni(fY&j`_2zs+w=?uD1XnwhWVyDk zQKH<99or5J{wDQV7<>%Tl`pb;$R9G(s8^;u9NFQV|4$mbggk-hAUlH zIMu}uFk>zOD!JuIlZRF@tw#T7pf@(=#lQO(|Ml13e*gSB<=6lC`qe+Z`TX?jt4|+( z|M>Rl)!Pq0|NL}$diCiO%dzkB-h{?n_^=O6$2`{mWs`(J;4 zdjI+NUoZdg`RNN~SiU{OA2HRL*B?#HFa8!@Jiv$xCo-(GojHT@=h07VhP zP+4M`OHgCqG}~oX#~rw?9m|l~KzKk%SKD~7rf!GN4H3F#HX?4ugJKl*Chw}RMeGG~ zTOZ%$`Hit*5{LP@>89w1Ah6*L5|%A-YFRq|t{({Zu`eFzqhjV&mq!FUAa z&>GEn?AXk#YmL{Z#)~IQTQ@iVcVe`5Wb7STjIY`<;`FN3n5*D%o*VHPl)g{tdWt#P zy@|)-FC$K~Q38$S#3QewO`Dzqr(m_o)W|eRy$!vY297DVp|wvKa=#7jdkP_^$7PwO zo-j_YGFvXA+|b@MecjIA=BE1l2d4LA$@`Q0O&N$^`5UcvLV%XCi#4-6`CLBbu7zN^%0Fs>rCxJ7RWwm#sQvI7E-UoatO8DY=E zpQdJWZfTCIc4J*m=bFNy00DOr#60E|aQj+vivr+rQZY~W2p>Qw!Bj3>zmHo(Nuq`OP5Cy7rLOV_=kGD~YzT$Q!_%s6 zLo@DbFk{?;hqE4KfI=;2+|DJI)0}Gs%b3QP^%M`tslvFNCh6%FBjLtlsrtgXnZ_kDy!lKRLT5QfB^U4+tZ+67#Ji|rkhL9 z^<+OjQT%P;1A6;KaWi~|psyYC!c*gM^XP3bZqmrEd)Bo}IAB&2O_Fa8SG-4D?=~cY z@`j^T`fa(+!|d@FJB9*aPYtiY7>ou#*hf=1Aj1JQ7#zF z;b|me0pP_*rnN@yjt_V{OdNypCr0rg*fAJd2t3*`IOBP1Zi=1ph?S|$;Ab6IO^kO{ z626c{t_nQn2+x`v^1|P%hwsK%Alx+to%VRMcmf0dO7B2+cmfWdRx8#g?j^*NuE)Gw z!gbYSvxGvPzZy6N!>1*ODL8oCjWpdA^~6IthhV9L&H>l*C>=B&9FROkesQ^uNDmwU zCk~}P`0(e8d>b0hl}|%xI=2jjA>Z>bKn}vZvTMs&!-48R)j4 zOPex@?p((@W)ku2i>dbTFatb|bPC4b)^<}Sc%Vs6QzjY43Mo$o%0F?PYz%g2Z2&O-#l6x$#0 zaSCId;CexqrY-~eMf~ticM1KRJ3pc|7(2l3M^C7mv-p#S?ks+su1=k!!L9Vrbk-ZZ z`pG=Su53JPDVNwXF$G?=>+l?Z_@v-rG-INO=dZ&|NKTaDbBsURz=^KGc<3NZVaL2m zf)Auw<%Q=1p8G(DRM6>R-)~pRa9=4NXg(%`{wUEKJ$KwBg*Ju*fbt{PFiVWrqvw;XzN~8C$rYG1)^GnU|P? zKi3kbmI7U(KR4#d$xt(}_-md+De%N5XufU^hpz?B{KjyY4%Wp9x8ZnDH=fishI{<= zjQ&yA@NndFTj_8cFxW}~f3kaV8{s^ce5y~rmw>5Z6rzt({+R2(lI-D4e-2` zDLWYB;*RB2trUw7Y)*#T9dX~PoDAkQ=Whv)rLef`56`9_vO`G`Mnz?DQ_$(g^F;kI zJB!<|VM01)hug^TM8rku9Bv-XZpsb@RYw|ICx)Y_=BG-4iEno2ODtnTO4%QIN(RH4 zjD!Eh&ElvLmE^G$s92q!{2@G}j?p(13dfaXZjN8@tdlUu$KP~@zIQAx?(>K5zggTR zi~w;SJ7tHuHlU{W0M8S4cue<*!2=<)^()MoD$S+y1||a0E-KT7Q!AeyokQLK?5|}S z_k%;SFRtiuzZoZ;BiZNe-F+IkDVas%`!cs>p14PybDb1f~(8n_{U zNCaOV{Gq!=q68x#JiF$m0QmDo5r1HL%q!zB0O5-!=7pa!G+&0iia7%Q7WEJe9kj!( zG$X^{;q~~#h%y9U&GUD#$LwH!gGb9x*};4Of6aT99gIKDY5bTS+^NN%J{Ys}Fk!Uomx3G z@{A+HIUEKdImHPBV{06IE->)DIF2+|xjXO|HA^0|gV8O#7CEl6bEx}=IT`LC#<}_; znaAIro4Y%Qew17GcWqQV6rOwMKD#)FOT9LH=CHTcq)LmYvTJP!Pk<1rkk-38yz+gpH+2HvRuhqiO+(KNRe^L~Cs&dvpRGP+-SnPiiFb_YS= z_%v#ap4frM6EqOyzlV?BJ1KotcAUYWx{4wxO0Psw5=C;7Fl_@tu1C@t%`WjoKUsK| zDaZwphVv%8B-4W&xkjF%E~+Q1)A+KAtd1c3OEQuV6Z&40vGe0pa84H7h;(Cw9~zcG zF$OMXI`J`8HDY4Lo?27YT$;D?G}nAm*?kL^uZEq>F5E#@QYWTuGXqL2UdM84;6$*D zc3cM5|B@|!i5dN5;M}>8SyYQlE;6!QEW~ZZzqxnX0VkArs0QB2q*=^>jvT5cJJ1QQ zK{jUt7g1X(hChmzXcoE|@@pXq|NNM-x7}Alkz;9M}gqiU#f7fcF$p3M?Zr5non= z#gu4RCQon?6*bP%4)AVLSEj{HZrRY5OF54iwu%=fwald04VdVOTA-n`^Ei8a*4%j% zvA^iNPj6kvtk!9E4=9e z0=AOO*RT`A+-=Hi+F1FF+jc{-%S~(v7Y(~28;)V=&!xkcD7s|Wb*>tt?YmAMxw`5* zLRiai@0u(OvoH5Wqr!+_9=##+q?D{~Rhz6Yj$3LaJb9=^h+^R6d#kaSYRJ+!w%7A& zvct2;HY$&hg3Cr#F^gQawZXdjWo^xmqz+nm8AX{}2hC0vU|C~)T(FB`)JW4zACWsj z%qb%sxf4>-ANXukBx*&}b1Dy)C}MR_rO0=6_$1TtnVKASa-Q52-PNRw6Ytp{@7RYb zt1@5EGY5F9w}`FPy1#f6X*aZ8TJFPpQ@jL>+dd1_lUEx_kIRCWG+{exdGhKFf8U^a ziE-NF*ls9Jm0HPy(d^${gCuZGqK{p#Cjl}TA3s2dV#kp zS)PgOaI*Cs(|;GV5HKEl>dq^FsW@{*!;4F`!tVdU>sWYX+vM?SRYYPfcH$h(1rXaO zjnmAh06q3j?0E&|$}NxMVFf2)J;`_toM2Hie6I93eSXR+Hew+C%A$p0a5+2#3_BT$ zh3DWJ&L<@4rGZy5ioM0>qK^pvS}ej;5ma>EhlBxSdtt~#;fI#msx?JgOR`uk1!*B& zu${^2Ln*d3qSM$pnd+OX)W}bLn_i_>kgQ6GZ(HMcu%wSck#3hMac8n?S+q zh;-kKSXj8j#GJR1Tv^%KYWi6I&8J3tZr(u8YNBk`nll6RG)Wx?*u_jk{Jh+_!dC2L zY>38Njhx7JpSS8MMzU`#^%Kfn_S)vt#T2CT+G-?>Gh$~|R3!E}sk99|HQuHg_^JC< z^%_1~6WH#H6}wK%wJi*OWc53+kA;D&4OW0Bn0SgFvsi&;J3fq*C%EDkgN8f6j}z~5 zNhm`{biqhEHbvOm=I@Q`IP~;Y<9-(OYOx=&biv>nm;}cM#t>1!q)%o^KL|x5xc!!x ztYw68ZJMYIH?O!Ls>8xcny7iQtM>(w=&mv>@PlXr69AOJ#hTgJe^ji<2e)*RHIjTJ z!;U*HqO58-88wD~g{p=>!VUi^G!sh96k841HGAzAo;!h@4ZLJta(DwLc_vXQHN0_p zfFp*6H*VR@_Y#@$E?#{w-xGOhn_-8QQOD?fu)|&64SR3Oj_t3k$d=6GB(Nq6T<>)= z1VX@@vzx|prp`kb3vZ6itAWe@I|n-^0tvd>{oC(w0OB+UisA7@~(1G#U5M$@Q=z3stOAXZixeK97C!oQ!JiK(Z$JXq2bbvZFqk^ zn-^sb5-k@O&5H!$?7kYZNDjI(|Mq=6R-;3W6q(%}J5L2a-9t3|P|o-2eX#{ott|qz z;BBG+rL{XL6xxY?YUeJN7HhhK7v4iq^#Ok$vdR*i$C`ad?;OkX!dhdu&|Ba<_KDrc z6CbCsMN5?7dG^HiWQ-qE;E9e4i|f4_d=4bWo>##GmjN{yI0s&1ucG*ml+&F3Dg1z z3YFr;W~;Mg2uM^g{QuTzuQwXB?D*WPc9igje8kPMvc#n`h*V$e7y(5 zN9^htu=^Fhbg*NiZU{W7JxjGMAc6D9PG$;tt1~utniXClWl>R(D0`?S*EYP;_z$PYT4;^&|ed zE-3ia*BiwcZnu|%=aBK8N8in<;dUdP3^(4#xR)-AtVp~*Z~jEzY6xFQJtqd-1^>Rm zrB_Ps#lkr~>&@^Pmukryd=fHnE1}_}GI!PDS5Bz9m9u%-DMTwL`wp={4ZdtVc#3B5 z$(R{PJ!T3>a*Gp#=EM^p*)|4C!8V+ucta68Q9`<p~%vUM9DD)GLZ;AWm(DA4%^vMpbJ>YZ2^zwyB)ja+990Aq@Z=K3T*+-`K3-8 zD5gT`-c~LKT5f%!6Qb*4?POayF90wERUKH{BpEWJgr|`5W!Y<(0)k#Q=PavCIB(PK z6!b<~o2y``>2z1ZhpLrz$@z(r-U+Re<^f1gFFhRZHo=a*)sViV;W?5o`1cKd*pnJx z#+x6joxt?+3Kj0Bh(Pa40t4;FPYTH3UM3Vg5#iLp7LX#F#ZMP-xi5pqHZYbz=1of> zO1g3CYbX+1!8mDPCarb0ol7QS`Fqk=g?B*Sem=5t5@*U*E?tXDhoxvl@9C4uJEidISJX(@>3P8w!I!RF9=`=Q324HrkIK(u!zPM0Z2q&CYp zsmA2LT>zd_*bnEo+4Mh1?exbRNtDKCr~i(=)sV00f55-*@PZ*63_KHFmIYGr$prgJ z#o!mxpJFvDd@hl=wAc8<{n=SQW03Hj6ufgEm8?9%oi`{3-?PIC(KbxFo~H!Wa1tAh zXIRcs;8WD|qz>}L6CKL1O5G9r(Nb`vBTcadB$an{B9$zcJ%))?qL3;cG^T*4E4kVs z;AJLv-Vzv!p2WiLlfLSEE?r%~6O!>7L)Q_c732i86h3h}ptd0KsHDvba5I>(O4S!XW0grp9PJmx;==#WHc%`sUR7C&ir0Rb)KSGg zY~|LwMv)xKpe09GAFD?WN~=eRrqkTZpbOl^5Ur0TWJf;-ksGJ~@hUhcoM>x@hS3zB zZ_h4YQ^;Vcq4-Hbl<(fMEr^lVi`~{iH2y80lA=f>t!J?XnRtEa)((Aydv=tJ!%B8h z+sOy%79iMPeVlM{ic4<}93FhL=*r_kP#S4nQJ*`?Cgtq}`lKZ&D-XLy{9kVoCPG#M zhFY(TEuEGBf=lFBOLxRgrcOrVz-t)|mvuqDsD<-xnS`SnE_*Z4VD5sy?{L}e6X{pu z6Oaps2#w#nSkhRG3ZF=FG7W+)@M+5=Zwf*cm40s;-5uP$H}_5p+zrIsYZeOI2z1DS3+T#t~w}9S8*ATjtro!)0J{Tuy3SWjWCr8Z|5Lzs-{whu$e`*~63y3JhgWGR{F#s7 zz}}f?@GTL=gyuDPPdcG%P~b;0iV3r~wPZFO#iSSR`6wpEpGin@tMX+=iY4CrwC)vn zUo`i$5+_)toA^km5Al}${dTNHva2i;2{e3~ngS<>o$~MgVqK zxCAY+Q7JH6OmAZi%SGbR$w+SG8+uI%iha3El>-%^mZkX--#L_ z7-XNKcy)qBh(V#i?81n!q3d7+mbjmpw^|mqia((tqcg;sT9E~GzNhAc_1rd}6)!NM}$ z-)iA2VQrl0THasd{JD~%Nndb|BN#$YSL`aPHalKa~dnYlW%c2^dTH%7P$s)J; z?KW?pjm4Ra>@8Y~7>A$I1U?R6jMN+l^NmdPB)3U<^<^V5$z`q>c4wME#ZJR_C$fiX z^dn@&i}XE1HF8cZ%gTYhgJqvy2+MJTza2Vp1hqPOGmLXNbfBzHEo4np327)B$0t!e zRAJ^Ww>|~%+zH|Np}~Yf#Sc`2rOWaEQDEA z);X#gA~X~0OOwg|QWn6tYHa7;MGvSEFt|0IO)5C=r@DL&3l~*PlpPHx7JEzP8*nR+ zx6Yz9+|3sb`82yoMD=Ld;iSQN_q>&4A0kqe6DjGCIf9%3WKC$tc z2pDEhFl(wK|AU6he{S^Sle-@-oD6A&&zsxCf~xQXD^4#KAC=#2y^*XAH5qtHQOsTo z&z+;{8-K<@x{fQ(kIlsunO=rq)gnxW33pBR#3R~S8|>pO^1vS8B;Ty#@}j|=YeOG2 zm^@vCH860`!@}q;__rNSD(85Uk-Ie453+z#cHNMP2H_d{icE|jo*El6SvCvt_7`Nt ztf|#>0cU&Cu5937aQgdtb0dE{gH}hqA-7*4tEZFs$MnDfu#+HCrKy$K4)bkh( znJio`m9!)y)BrBxO8B_FzcO7IQ)g4K>cYq~%bLuvJRgu4__09UtEm<~Teu=&m|i9O z7z@`P>F&Tjz@3+`%H|a;~#7r4ctQ3(9n>t3-l!%a|W3PV~K)}+8 zcoZmJjW<$7^J<5}42?`xnrOH!Fk+?xh&tuvvk}{i6DO#`Ih?NO1i+-JpHH?W?4Lfqd z_=#AxSE5;IIPYRaiv?XhCz`UA(bcz;tYzW`8+JS;9tTtk9y{-to2e$rvXpPb>DkJV z$eiTWH^aMwY0&21Y>Ukyicd*5Vsp6KZ;d+G5jQ2qzG64R!QN)q0hcw4glq;bMv;^S zQ%xsoit~$VqHHpFov+Er;3)0Yebf#z`Pu|FF=XTAep&TVjKgs!Y2is>MI;CV&p`%I zPo|nYHmdVUeDiqGWEwtGlnLL~S$dJ_8Oe^V&qxmNR&OqjXMGoMFMF=)c4_l?vR9tG zGK#VjYej=)jCnr)6D&Hl@T^sV8`(p=!EV@{IcPb%Be-B#$myATq|sDV#Kz+2c1c!w zT9UL3o~TO0K-KW!QD^aG|BoYrsh$@EA;eYn0SA|Cy1>Ui5*-+PXTGSc3Y^ZZKB-ukA@Y_(lkswh zr{4=QOh4ipE8#__lh(5vc5$fazG5c^UgUa9vy)Gei1@4FGWiHnZmP**vUazurifi% zVl!l-6?iALB9kQ~+-L6z&*Yu7(luG|lT`w;a*$ndr3FGK;!<~-jPxfNzw>U5jYuOqAhO zHKHDQsbkp5KG%qXYq`m*(%$Gq60Pj=k<1+slBcER&H)VBpY zvJJ_AiiTYv%}VozU0?_0^rt?JN&;PnYNa6h*|@f!OF_K&9?T~dU5@*n8E_*yY%o%s z>@o=(y6IXD@MXX~lvo7h*w!@c~(vv}Bi!FjBp|NG! z*KyOQz`W2!=RTQ;sZ7F%uF+*A5Lqr7eC{6!RjTpDy6t0uRrrLjBzlgMJbUC#lTbCyj>K$5M0=Hn;4knRLMq8+(Kit^2oNQnDH^x zZbm(5co2mmhM3`lK`g4!^k*QEMogwZc@fv*gpbd4XOTjVrzU+ww9)A5ix3b-=78tGd`CIpjl4S?NGdossvp}KU4Tb<3*8n30<`jZ zkAiPU0RaKAL(kU81n}`BjGioa6B)R28fLWShz1L>D~{ zb3-UYtCMwZ)#^g*?^~~2S~24s6qYsO&N2>mbQ>Ch9a%ke!APH;CKMQ&yqYsI^fn^U zu7oGuP8+@s55nQwOJK#tkn&s3z57@=3rGhr9G`Rnxn+CrlY-uQHKTfX_V%7u!y4D# zB&MIAR7FgfXa=GmFO^Da$^$WfW#kormlR?9|0L7PH^N|Ua$nCB1 zWkwMY&%mY2WGXcS7g!xpo6myL8MlXrXM>5Enzsko&$Z?xwVg!_Kv(S((zBm%Dq(kY zU~cfpt7PJPT=4fDPOu|cl{LPsAOu4-__D(-vL&?mVhwO6q2WBA_athv1=w_LLLurt z;~8TMIn8&w8F=ZyV#_TBwD;w+kZGd<27noW!}L0ZYc4c`TcT>&P$P-q#P3Oj+I*+qfTgjOGxxD zb`(#-b`r)GMnncfm~e(JepzE`M5m9o4XA(^Y%g)Y(o3Jn$T1U-Tvk=dQZ9{{RMkYY z5Zl=lbo`NLRmlp9f>?HkY}_1PMVh0myCTM|I}VOwgCxxNmGHPgj*)6guFl{KzgjOxb!gZ0)t6t%Vst~r*5Rx)1=j9*?tw`y8JRb$P zu9DzZbL8^Xv#VNg6pKWLdMJit^u$5Rvx3}mEq1a+20m}7j0{AT@j*|vb`cWdsM_wp z-7`41><+FHDo3qG6arhze47*y!64fae(wBi!J+LQ!gX6PHD0&^?(yY&B|?k%5pVoN zKjHYYHD}?n(Uj%Mz_;MZ&AM_3B1yKNA@75fetm ztbVRnJNgFC*LtPk=X#~!*LtN3&h_djcs~mIxazhPGU+f(Ck5CT&E?wsN-5c_wbbm~6q&OI3G68*wQePN>svToW#OmKTLGd~M^zXcE)!-W}hLf<$&%&G8h4Fwd?A+qgh@ z;tD>p&KYyp9?{B6P>RY@Nu z*-i9SbHygazh*)hxbjSELLOG*B4!9tbv@}hb2g4KB9?r%Z5WC4x*b-y269!f6y>xT zHOEu^J~(z;Ftr(R-kFB~co-uIPsetlpK!u|V5Dex?o-;;3r6baz1M_iPDylkHiZ=OXerEo>7+ z5k`VXy0ENKK5NJ0$+Urt5#uaJa}*9 z_0@804WIeGY+M&v$;f61dpjoiR1{Ll$l{_$5Cyy|FM7zK=`$IrY zez`;>)f66Cc7J-1Zp{mq`wCY>`4L$4j4n4v{5%64*lLaWc2=fwCjvJ|p67LhxeZ-@ zcO=?5&<{2me#DqtP<;T$(!irw*P`K9oVf+Rw-@rMNOOzs_|ap6)U@ocz5I2wxm&d_ zqs=Yxj*fApMVfS&hJWAT#1y{6k3ez?z6?0`5#GAv-wqi{A-9Q@jo`dK+qQIasb!1r z$@on`XHCH2OsjQ5Av;^5#F*xr0vqmb;}AyTRgOi@&m9O&CPwNvJ+%zRWR8i6UHmNK z-2!nBdG}d1Ml~!kC#qq`T^H=_36~&!#H?P&ZQamQl^r`<;~jnLIs)I33@2S|h+ggX zkSYF4ZX*YaAuCQc8=O5q$nrr}#Wu!wK$BH5Du{`*sLhL^+lXYK>A35}C1O<{2e_WZ zT_@pDAS0*eNxOX{obbBgK9QojbxSC_o;H@mg($=p8P`Z!6x=MvHd1rMhb88^6h*#3 z;rX*6Y&dV+x=V{fIt*cC3B~Mo(1btdRg%Aw^3l++_Q?m1+*D?#3C|kIlN!cdxF#HdQT(#;-1wDNCN)w*Y@Ah%JjAcwj_ylS zX^y(!G(>MoEaT`~%gYNNl-Qo+^gutg6xvO?>4fif^DRDCI%;i8jwFaC zTdg4^@*;0f7HyC|l}>Bj66P*nxQAtpl>{1X(uNUe(g$16cxN-KYP=%ueko%oR))88 zAmDK7XWi91+1-}iMQ$WMf+3VmYtKZYT!=CPV)|@FiJ8RY*?xd1tMs@XUx{+)3PY$1 z=1Qb-Giy^+JeA0C9eJQ%+F;8Bpy5X*01ZDg0hod#6Tn&UeiZDP04#-kBj0S@p8I$f zV#8|Ozqm=|sf%JC%1cpXf;djvCrgDJ!5`0pZ+pKU;m*#E#YL8Im>bUthJ2L&x_y>w zJ4Li8{CjVk+7Mao2)h|e`n&Pp=lFj&pMU-TEawV;+fRI0`?=}(2@IC7VmWj~I`oQp4448%|lMI`>-1$*)tr2Ha`H1>pSz=(3#2P1kSm z1ENV!%(tt5wgb+yFD@~!QTwio?po7y%#VSXA=2kJrsraM_R`hC|00%CEI<68{KJ3# z^Z)$qZ(o}G@*lta^q>Clx37Qx>DRyf_SZjt{ppW?`Q?|d?_YoV^;g1_{PZ9G@W-FO z{_>Z<{=5J3^VeVh^y^Q58~^;b-`;=vAAk9`ufP2A@BjAo`@zirw%UXRY=ReXTr){Qj zcD1yXYaMG3KZ++}9Ccj1=V+gh^8O}OoaAIWUdQ(N`YUaarI)lfO> zRM*X)L))8{Qo`X>_mc*HKl+K>v=?}N3(Q z@ch1-1S1?7a_GC`c^TO?r>qXvsztEFzf@AIFD|Ps-fds>2_|~NE)ng7-BFkDy(L%L z;(|MFeEC*Husb0JWIpZKTaS^gvymF$WD+9oy&Dm4UTZC}c1^|mGkg}GWbPyjn4x%$ zD6&v_@RC=x@pPHUP!BSm0TMDV^eGu{`XX<&y&>ylQ_FrTB*nd^dJ}SolZsS&E^2mx z3j*8`=TeA*AZVQue&jr_iNKS0vbNvu5jBc4Z5h%JDYl5LxrAic$v2J8^%Xn3>$rQ> zWJ7QDvLdS@X3#x90{h7T$V=ggoGq59A#1sH9BUqA=_Ko!U}esbb(yL$AD9hEPs@#rC+ z;9VY8>lzF;9+JHn>@rf0bd4=WF(IxrcCFhTzrwCEibQaYjXP*-Rb$J?jzpf*=-v_g zGaFe5Xh!-ngCFn&lh3c=sS_x~^ne#3qmNe?eA_?9@u7~d!R>JKVLx`X2=)lIjdXjH zHRXMZ_e{NIP}|S<{@p@xC%8j!cXxLuI23pHVwK?T?pEC0J$P|#F1x(`(KAFrN{&Ct@Qqa$o|OlT|A`j8dk$hguxGzzXUPxw%;4?MjFPwsFJ> zm1Wd9wTLBA{Vtqx+J|A0rh{==mU2tipYA5YXWTrPBsI`m9y-w0>%W3SE}s)nNN2?@ zwe`_4FZ>2&nIfgp*R-Z!ZN&Ph7M&IIOA(Chk=k^^=L6nE9XU5LnE7QbZT6|ss2I68 zDQqj@EyTBW?4>Xi1~EjJobB`2yOS#~q@;%nNiEC{LXX%!!Vd2$$V@Q?IT>j?%y7dX zLo>(-G2t2$u!z97QWh#kSKy_qMST#Kq3I#W&1}%~L zu6k9PL}6iDWoTgdViN{&C{s9=NuxCD3_QGWA9C^JVqU>o=j|ecR-d`x^ zQOs52m#5UhaZ*gWh(?_e#kE+4>XbdTbg~uAZ$qPs(PmKSOuqmnm30V1Y(6&*H=4ER zvo{WimIjJAhCvxPiS)NY=?6bN1Lnz;cE}u=+B&gD?e0WWiw-`UX}6o2vG3QNdxj)S{5~fcse-rOd}~ z7WXLFuRld_qNj+Em`f$2sr|uSMy-wx`LkRD$Z*l;CpqgATk!4+4*Lz!qj3B|El_l% zI|r3jT}VcSZxz|}35kuDAtz-@_{M?7_D0a4_!N2g$T<@w0g79qc~S%kvxKWk46SYXxs#rD(#4)WUy0$um@|-Udrysy$8m1uRA*Gq91nSI##UoJ;SN8N9Fo!r0 zHU12OC|@h%+RO%qYvR*oht?YLqG=aTA~=W;N+UrAcZ_)_eAdlGwd->ACWz9SO~MRc zPchGA;)C*YjVheOy!iQ;G8A~%W6!X#%{T;hG^+HpX0Cdg^PQ1<-0U>S^y?CL3ZYwr zAmml%10V&58REFdw*YpjFgtC7#`;fYagFA>^APQsGpy+RVRLI{4@Jp+g`#9uHxMAD zevh5lgHT!OZA-_Y*Mfh;otL1xBifkxXl?d(?p{=6%M>=Ada2K%z8^@7!eZKsy6@7n zsS+i$(<5@N)*1Dx0K3tu*xLiTn)qU2R!+a9_=h_WZ+fmH2WyTuzakAv+!@T97h8KV z+%um9Cpc1e(Uq6&1(?HfA9k}IqrXP&SJ7dc7+T3i3MD#HZ>*5UX?GMzK~5N8Y=o&3 z+KXPniF7cEY>K8P1ZvY%zzc&C&Id%%EuJ=UoXyGWm*y}A+-=s8C-X=Q3BJu@p&yhh z(n@<4naUu1mPMAu1{>KN1~xZO^_Dbtg(teB`F11*!{XzkqP$)t3-)aie={+73qaRDr$$`^F$Uj`s^6MFq8ObUOb`#?5Dhp2N zM^CCMbNaoRsCBnZMi^3eggY3WsCfZT77KO|fDQWJuO-E|7C|?T(VtUT@g(RqQD+1kqkW;GT zV`PB1vZbRP`%5uNi3*r_qcTI9&StFc_McL7O9YLEbB^Hr3NyDuC3+Q(9T*4UUi|@0 z?xfsWZo^*2Ex)V9c5i=koUQu}ABHto@Y@GsbtDwz+41@0ElU?$Xne*|Z~!Q0zxo%l zv%-9Fb7|BCvBey2B~$DV=yo%qzW`Co*RUE^X3uXkJ!*_A%o5LFregeScT7Bc?fijR zUln10EfssKkF&hcgyvY~vYalYI>~P#c~LlzBn`h*JHFyay%=8p2&kF9TFv?wc>?|D z(phaceKp+qFLHAg>FI3ZUxfgP_CF4=%KF=8nZM6d_rNNlx54cxD#w*X=^4)>jlud^ zAmw6+_i1#XfO$_{+6Z-%5BXudBNB~XDV)N0fLW=HxR|q34mFk>x0(k?6z`Z5BYeH~ z?1>sC3Vx~{YC4`y@p%bLvGWVKAAX(ZtN=O=((9vw@SfU5V8R}yKU&8=Nep8dno`nJ zvV?bDKagpiL+oW((|qXZXk_uF%&O#hPxKGqIFJ`*b-FoQ!B|#WOfo7VYJ7Uvl-0$O z85Z{2E7|IHR(S*#vH=d8I1o#Ji;vTkCJ#v*_@=}j@1tH5ZFb-K;VN`&qhSwyVg~Z) zMC&RBecW+^rz~Du+TRkr2yU=37-o?y)xvv`BOLgqXy)chGyYC#FK1cY{B|lpu4~Xh zG+dc;;N2)ztbt>;9$>Amc;^x*T%{EB0a;5p5ZR#J?WwJ8;N=KxfqrpWA>e$6y280tsPVOZ-MJm4_mF>obxn)T!7Hl z2SyuP+eF}(Cbml4^|QWyJae8-*c@)i%y4(?M4Hj!*Cv8XSP-)t=*20&yk*F(+ z;GcGzI}uD|Lle$YGZm0-86zSI47UV2KDyXT{UMkz%Rw#gEG?r@DI#htD%55w1+kT$ zlk_6=b&YTL$>KdWM>tw!K&oxKuR1Wn#!gME{W`=Q4nAZI$`Jq%yWqgL)EWvG`ePRq zDGDy*hI2eL7QeI_isQeDNoSU8iP+(TNeEIYBY@5#^g#@nE@>t5K1=0RCYT?x>CL<0 zXc=qfkCJOf;++$9PA`QbTzzb(Qvc$2P0jekc(I1ghw_lZ73;N+vovatPL9}J-t@yR z0`fDjj82>})SQ{&hQ-}_HhH}J8-Ehg2W^hv9JTe*0Ff`zkON3{-;guMd3ZMnr85QF zFsZTfZMm)33}gLwO*$=-iV)az^PJb<3y(Qrgce0zG5gDIJwrK|q{tUe*B0I3=f};D0`9KU$*E<%O90F0`=yF&A<^)c`eyH4(mZrbp6nEAiV& z(a0lrcV(o?d`4Bh-Z(2Dg9yiPLKo9lN%?HmmW7uZ-hx@pkome#Fk=ELnwbR%UQX z*cn}IKMStBvyM|)*LsS99BeOMiKA%%!L`#ae$f~4a=;a z=Jf54Pe#G2)S--rc4`94j~&Fbb;Pm$F1o0;Y2_Azi(Fu9*~};qIG+!3Lj$pLPHJSi_QA>t7am{Uy4Bmj(9i^g&MY}LpbR>H4{Jim<|(iTAeZyL`u;3}ba*`Q zlu8GBDYyiJB=`h;Ckb-2)X>@BGRn%(UJ4H?f(Y|iBkYusWW;t_RJ}w=aTK<%gH85@ zHnaeUwa}Qp782yA%mTU!7#a4?E8w5bdqRq|>ZH2<4nKa+$tJseRBmVwsXZV%Hsnet zwBs$@CR#4}Ckf2>BLzE!3f={~olLP4yexwD`{pCbeAeAx6P0ntW&_03h_baclPTC_ zeqr*sIZWbvmX>`Fq2&rWaANw`r1Y-AMg*<3@H?4zGbcsA@ki5DKR|smUin&Bsmh7& zBdAF)ebAm2coBxkv->E=#k-~oPr;oW(_6a%?#j0Wkxz;CD2RURQIlz%l~fu$1-C|z zwXxk3mHajg{{9T#%5U~7k1#L&^&SxY7{v!7x_>;3a{5utg?Nv>2dq-XR!aN^)$~oj zNV1|dFNOvLY9;vicyIftIr9Nhm7|=0eGPfm$z0jPafxm=rU-}+OUwG8J_SCgPlI#{ z{^vG6bS)D7P@B7}gO{GkG(pJm!25QVKrxGtf{5>rZZv1P{KEFni=sLi#c5YiNe#pV z8MHKKTRB_F5JI~iZ>Ldy98R}OcE^V0o!zHV+oG*(5j!3~-o*)WJU^($tCb6I;IHE( zx3e>2PbnzZUnWiP_haU|LFVKi7aa(7k4FnFg`AENZCyee5DPaLncX(!luRLJta8YZ z5TM{DX1>o& z%a=zaJcGEtdpFc?5Ovv!mq3N*$Hp#`m<~|hEE;P*J^PGV7=mH^yy1o0S9rWAe!Rhk~zYqkhT325QA9l zhp&^zQW)H0M*5NrM^O@2I%*sGJ?hP($JkQan6T*+f%+esrHB6eA1>LAmv|Bb7;CbT zNABgpR%s42^yVkBS^zB?eRx!uVo7tgN+NZ^uyn?KGb(TN`7Bv}XF*eeFmBcnIrZOS z9J^37C<4CpKkeCC6`N{L`GbZ3$3wS+P@~@AoR>XhEJ|D z^{R6JV6?i&=MsM-EXS2-N95*4I66LR5g&zQkE|sQBfUCki!gd`o035N_~n%^-_eA_ ziE*eY2e^|!!BnP;|0Au2p-i`n#Z^59n2WJikavzrQK%>ulhnVFY@VKXUXVQ*m*Of- z+5VI}B5OjjII|y&Z`sy|o3gjd^zt)IFTz2SYK(ZH^(T*tPE_tTP-PkZ=(WPg{uQDy z95nZtXANsY`y(5W?&*ZVSEIP;9P?t2i!vyS7`m~=7>=jGkKq?MG`g*-l+=+!@sd*l zNr}WK*+?ZX^Z#b)^YH~l6isx)hkO)(YiE7p!={PSBYgB$WtEgNf8A4_K6Z@6JHPaJ z)lEi`l!Q;lO5u0L$h}eS7CpCAbR_sF4~F6$JU6%`TB(1+bwaQ(!|^HOEdR4fl7S~~ z$f~7u^W&ol_{6LPm)1;=D|Jl)sfTlRNDDs?4l4nET^7>sSg{U&tv>xDW9;or4M1$g{Ncqj|v1bgNFFL zl+4+x2dn(!ebOK;am{@AY-tc@43;`#<$MvEi0|7p`P6|ds>ma?@(UIUcrM^hZ0kP7 z8rE7qWb(y{2Ph?-nLo2lD1v;{c&XbEiFV%~2ebmtadY~8!47^5f57ZS0<-cFnC8Ev zba4CGAnLsyvsneFojKq*@b+>5oaxw{?+;8EnZ;|eK6F{R)uDCGL%K5!xHbwXNV?MwuRj zkV-p20Lc2|-_=G@YI1$xByyYo1DgPN`~B;1rEbX3-ue2Z#NJeol48ud?%H55g$h3g z&#w~_Eyhd`^f(zzn*D=fGoCyIJ-Pt9U(G%kXBb(VNRCxOeI9Ojp&DP=b)J=+k)063IZnOVVT&0b7j_~p!)xbr74OccRErcxgd%<^x|0O_;qe{eq$u=t63N^XLQamzg-iv}#zPgB^uV(Oo?g8JqI*wR4I!O+# zk9CrwY)UV&#}_wGE@CLeg_aF-jIa-jfo>=noX@jc%#%dB_%TF}UiXtRR|=hN=v(1D zlTLx@m{E(DLkLtr-$PsdB@w&P88o@es~AY1K*gI=0ID0qcKGTxx~GY`0&hp+&~z3| znT#%lf7}GOZDdBoB0F$Y`5~_uK~T0UhA`4v#miUFhu5eJ+V>$BNwYiH!=NUs%;1{4 zcs@U4boN1+ztl>yWIAbf&m5WgJGe}qF02lCmSFotMj5Ei{j=nJbl>_#OFqnq#zTZ* z@hd>{fzDtgg?kct;{30OII6rerU-@+OwTFx^b~LhzM^H#u*(Kd<|*eeq}KeZ4Fxw( z#eYo$Uz`LDqSuZIGu$?CFn~TvKqg_jY?nW?ui-7!f00(nDPzbwk3$JP^0ZIPvyy+H zT08Caw-S|PBs^#$k$>sS!ViBLE;)^hqL9xgK83V+due8B;l$34sd8jDE z7y`I3g?ytpy(kIJ%oOdO$pmAy;K;;eGYqDk+jKLk6A#+tnsCDmbsY>?!9ClnVDzX( zgofIqq@H$AUC|NumqbBd^M189yTVtUuy}zI=6mQM3J{pZMGlf2-!3NsDablW0kee~ z9gXu!(H^AR>xdh2WjiPk7q?SKrq)(6+9?vHc)k1>Y}wB{xq;r*?5|BczJQE!a6`9k zWrnxW8?t5fe$I$cnZBv z1Fn=6Xp45`ppg_iE@k-ru@M;^R6UBHBXvABM0sCc!9Y0VIJ4UzTGQ!WZepgq3L{Ae zov=Q~rl_|fOe)h6G&?!m$YzSp<+4ymA%e4hUWRe zJlT6Z6*^-Dx(jI@A>%l{Hzh68&k{!Ci}!}+h7=y+R03j!tWxg~pVG-a`*+@fG%U^g z*93m}FM$3+)XDm_ROWDs*6Y82)Uh1-GS2CY%}1O}C@$cka_Wo7;Qh`g)ZK>$DxxP# z{}x8~099RuGhxgk_g?Uphd&$3aGPg@#IfL*u?H7+BPjmcmTw7i|KK(7;QvK@Xfb}haSba)P zO6*D=r9RL^rq(5yD;z)JTZ04TjR}E5-%r;5XYQ>ks0LBQ@y~A3@cjMB z_<}1Wa!OqntbqNNG#HufMMiN}3akzcFT7LbYnus|uTEF~dlMXXArxDFnQcr#bByIq zX;`r^C01kdiaHcg`iK|cp}dIVSYk=?>EC(QUuaJOrRK*fU(~rO2EHX^t$_1!8B=WO z%>74ZC2ZlFaPH00r%Bm)6@;z+q7rCUOxr#mQws<=Ghe*P!I%>jQ)dA%OV)M35&qk=nM?<9VIAULGr{~SKUd)kB zSG!ROKUp@#{lU!_kIfRn;@=~~?AhrQvKxwaqy>AOdSRf7to>e5O&cEr%vEKZu8Vtw zTUK~wS1oL|YqnpP>NMjS9*CF^2iWlv@RRZA5@^CjSkND2v~w)Xu=+9G^6@;^JbE{> z86=e{X&d#+cq2ZhR7|BX-dxWfB>+hM^n>(wi)Yk6@!QveZ7*z|yys5=W$aoJ!6I5~ z;QwYqP475Etb)xW_Lv#oUglr91M-#`CMr|(`X59T63)M+=iyKGe_|r9R%ZOUrb`)9 zNw~)2|2?L#&C=@p>)sly+AhG%SW&(cUJ=hD-u@uB4^U3QYzd#b{j0J*4!z?~Zw;3m zlmFki@8$0a%0}X-EXuZvy>qA+Cv?oZh_!6y!fG4}83OOV31wF&qn%}i!EPE=t5_TT zdaycagM|s`Fv?-|)mN}Iu2%WB{r=5g{WWdzw3*)6wt*^}geoS0ee2R!#G!ghrRH1G zdz>oi4%5qvLkbzdw2+`zetZ1ScLtT&vLx;Pl9-iUNE@K_JMT4wC!3HNWK`L zf}Ib|^WA@KlW3`6%vs4k=p`W{47mD2Mo}SgSi2?tpSZEv!gYp&=0JPaN9M#tB?Al#qfShS%XVFI!_pK>II@a5g zaz2%3y*bv|l+B#UjgAC2>Osi;$yQE5Y~woxv_U-*r8e2ahykKnd86y+>XBFPol~5T z!krp_su;RBM!peBdrx_kz8QA=w#c6XlN7_dqHjns-T=MVzSZil!iHpU0^8PH2EpAl zkL@_k+n=ZZ^6&~c+@`Ua2|4#_KHKiZ)Fx>zByUVOlxVtDnV_lSHS7oL=tMypnp7M;&32c3H#)HJ+RRmv}bt@ zyMZ0`7qPZXWrLE2n(u_RQcxpG4uAmw&YEfDOXG?0AIQxSXgipQN%G6FUkMdTBaL8L zm*VjPVp|5vFi8Rj+4_qcL*=8QNoLQM5FWmk%b6#zY-lEo#1pKRrAGq&qk^*(LF~x{ z-f_%hwHdbFJyU=>DK5W^wN8^o@0(SJJKEljveMuXjiN#=E^mb~t3PL|sDiPq&NHd= zwy>gG3lX`fQ?{d}6QKi#Kgoe+D@%b&MMz;w;>`GTkT1Gr`0f4rwo<^<#yF2|jzBA?_PiHSWc{(mhS-QGXC*!#s&_WOm5d4gs6uUmikcgz zKa(fcr5wng*oWjKKMl2R0B~!^Ma=5p+fA3I(HL*NktQ5ox~RC64I>Z_hwap6fMvbM zRvkoI_Fsc4jwFT?N#s0>x*(;;uZ3ezy}dT=Rha)Hp|J77w_Un4vt~z z((UIk4jPSBKQUv09}B;J0ETH)_72g@l=lv=O+PIC5qj9Z!wpDpnZs3o!&C~XKwQ5> z`jWwpS0TyO((m7o*Uoq`q?k!_Q!feO_rwJ;QB>G{7AL}ZS8Z>FMni$U-5sa=lG zO5;o7-gMAT-dxnHPKxBZrHq-gffavCGEH+ae{90w*IAWckhO4sCg> zebUcKpBkvXt%{hACcw`|s-#H+Z8u>Six2b822`#0R=(w=TJ=49#rwxUN~cY&T~)(hx7;Q{^o$5m!As$S_vOzX$L z=#DL*_`f`x`~nzu6hXUYS-+Oameh#V9s&a3d3xJXw}tx$6bGn^vqA+)Xa4OA*%Q``n~&7sBs@!xR+k#N=Dp2wE671*$`@Z zLn|Jdp_jgF;Ae(?CiU0L_@#fn4e7 Ncwt=)Chyt5}LjI{3PhGFJnD7`tyY$>(g+ zReXgQfDVN){||TgzYm@8--k}<*NxQ*YvozRy4*&t{8-Zkvf{8f3{!4DFt;ng%l|;vN!NOwfIwM4sS161R5|<7Hfd; z@VMydhAKbwtAgC?)ZF4~aKa<45yNz3kl1ZlcQ|4_eOgkhl&EwI)-+5rtc31%;R~wW$Vv&sIWl~NWyIVdfp8@j z#?jN&Fm4d?ls4O!K-tsixIBWmhCtu=bvTY>`-rn$SiELc8e_9KQL6y5n*vcNU&1f} z@eAqk4jHfm$w%{*$x^krOuS2c`W+wpR(??VQ$r6hEgSM5%N1`+XuoL}R0h*wINfWL z&(~R(n`{(z6aMp${^xc3wD@nzwd#t;?Y@6SwVgdOYKtUR5li(iA?AI`b%k165}Sc(%6#*a4DiD}aKp0gO`Qr#8u;_pxg8(dHv zSQz7BHt;7AMdh`IEn0Q?E_$l|(btSKcy;zWt=hfm>S)BpFAxb)GE8J)^V?xW)u+#i zol$ED@os;)P5rjT>|5F#`st9g4viT2o;=DHzY9dQeCo*gWJtY=!rr&J1t*!1o$93h z&%VUQ%GkivsNmiZcfGOrIF(d_sy-f#r&z`)yF8@|^&R&@=M?Q<$?H|lzgLmKm(>)U zuGe7}k+%|&*Yney5BQX&`|U2~gF@Xk4tUx>eOb&2c;n(F4SYrmeB7Nf4tyFj{c+<%2I5v#I|+owCWwY`aEY6nzWL{#x?qAh4S>usq(*okab2 zZ)wl!l3-d?9^ZR?-$|ll*=F43uGmirD#11D`Oy8LDnsxQo zr?OW9Q2M`q=}Z&9xwa|yStuW)&GLXp8b9_ZM$lNtE#ppEi12GmyC^9LeCJG7z>D)` z$TTazvZr4!3-`@YYm*CharZEX0|^KCR3~a2_W0m6U}I00Xn1TtDDRUF?2`0TUE4of zkP=pTcycV5RE9?2HJtg;d3ny^D4rje^GDtPm^}NBLpRGwSIENTGlWtT6*DzvHyy4( zd2~P%8;Hr*R6auk?8_N&Ir*3SIn_;BCEpzrI}^FREPH^v_MzA(YVi{l^Ovn4A)|zF zTE3b1IT(!h;@yE)y6>q+Nr{2s+Se4x#t5niZzJbp3EJhoF}t%gEXwcg4@gFZ(vfn3 zTRq3F)otNhkeNRXExr5K7iJp|W^`UDpBCi|;yo=VA{xXC_cOu?5uc6=NLblx2A7;8 zFaXvR-b6S|vk0 zZr}v}0%|XD9uxYo$GRVurZ?0u4*3G`^mky-P1hu+D=?;Y?c7Nsx@k6uW|cUKxNQu4 zqqTJNWMS(Wm6gR=WY}@s<5<)E8miGqDw*|3n*?rK2K#$?Y^xRA-)raZJ^cjjZJMqe zOO?*KB%DnZ;)2PbrJ3Cp0oSFq#NulMW?i1^Hm>ojN!eC`iKw;Y+NKs$+_x4r zZu2F1mfceyZZ@#oj`ix8!@!#)}&{26RoYgUOylZ#gwOTZ4 z#8*M*Mb7HpkdpGU4+@-|mGQsUISJ@^O}HfQ)d@F2|4z+90<}tslth9WdCsm}wK@xX zH)D)eGPTjJKuJHDzdXa+Ezdg1oCD{?SnKZNWJe&Q2=r5dNi_t5Xntbic{>BL@HE+f zY78L<@6%*UwJZ@j?IFkhU%G0%XJ7WI09?8$-kxZQ?Vqe+yS<(o26qzvYI6Sr<<=%({u)$= zY>1#EuBk%ajTU~J(y>>mj;#I+Zw5h{a_>?vI=|t>BI-yd(xJPR^VJ#KltPvMy<+D_ z>N+RAcq}|j0q{jI%KCf&R^wf5c#i8T6r~+g7$Q@mQR`egtCAa?>-pF`|%yv(iqZoaNway7$?k+rQI z`SoSmaP`EcFDGIYPTfDW>Eds*1XSAn?pG-V>Jz6&3+onpH@kS05016xkO5s+!L~GY zizc6R`#7P#e)X#&b&yUzrFf1>LCFoK3wx5+fAUS{>SN#ThQG5FIcaud z*FM1iw3QyZ574`13dr<&DFtApA<;M`S8(DQ$GTk1Ds)0nd5_`c+0JaO2E!RV#U*T| z`>Rq?)9sNs+nGSd<-#UHtiK9%X!MW zuPNh~>1G5W%L!%bozAf+=-^|U#<68YG8n+YBezIAsUc-=%?UcP5J?OF6bH0 z-~vB5eA5Kx^E%ZC6k9}D3-lBH~I7Lwt;G@yaz zl0+R{1afU9ZcEgFOXIAnSr9B}-B_%oO4*WUvi5b{DkyDrB3+@%oMo*Lu7#SxDYPA? z5gSe9{A51M!L-!6K#_Du3Ccyh<!un=Rc2Zdfn+^}8Oeh~_medY zN^RfNqZ&HG?`*dR*h_mgH_hupcC_aK{^2c}>4quq^0X8%hf=c4lcNgZ%#M)APhUJC z>Lc<{D#?p8?fbMS1XE@9VsS~7tHS8>WSeEm;9Xq-uW!;Vio{hcK|sH%MBV5$xfI?w zv9l4`XJw5Zp@gXf)H1bioRtEhg@%n<3QKjrqx6!&LJ71>s3UQzMb*RRWK(YT_op23 zvjtm!c=mdco3~5&T(_r3!Dfhq7>AS2iG%vdkhZiI#e< zN*DI*=-^#5fz#jMf_!R9MgP#TAM~7cX4OrHQ!Rl_TYtu4%F>xq>CXm)mft{bRW%F* ztXW4Tt&EbWD84;tK}-rjZBd#RQAmT^1k>JJq;4(1o2Dm|<4VusR>6tEn}$mtwfH%^ zrRAjTIRi?$?r8H=gt`%Mo7NGC)M`OP4XDxY6`EQ!SFz*^U#0}IFiK$zMkOTd%U;#2 zofhWOnEqKRtE+&jJuYM3wg?Y4d9V>z`yPeVk`$Tr<;SwF_;QKtDd)BpP*=iWwm%q( z1ohbxF?2Ugua=mIm!0ZsezMp?nIhJC($#0Xh%KdH;4zMVDkPSIO@oFVV!4X8syRj$ z?kixN`5-|S-X+A4hnWHM&MM%YZ zY-2Yho&UCKL?e|c46=_(^az?e_J5Mv+7u$+d)*60cPt0R8T16_SS8G>b{FSj+YErk zaU$?^pOWBzGKDwW;m=seS(>gbb7R^am7d0cnJ6V^QRc9s|k3@VA9;rv94sc>F)?{J4I zMUFI%$yKP@UqaJHNvp&OiJvTmIRq zoET?3O9_6PRUZ(lF+56vS>_-aB48Fs#K_a>xA1Y>OPF?^elSQU;I(yN6e187U*tim z&evLIp!I&B6=gv4X|zB<)9$t5kgl!nr=nAnRBz46_f#{`bs-AZ09E^HC`ZxrN7GU= zM3-us^6T{tpfmW$$+EB3?$6|7Q3&I%m(wb%4eTOI;Iih4tAK)shJJ&KkPRQ7^u2_* z=gjJ#$vW)Gm3v&Pq!YL3FYcZb@M^n z&iEHl|3Qi#m)MVgDkKTFk7Fr%Fg|$AY{hu)em4H~E#H{GY1EV$MG#<0#GuwMwH!w* z-d}zwNN0TYP>GWCsG)Ydy&*TALWB|k)G}s)?T*Q^<#}weiA1UBdjQhPRRxRQPnPmp zwiL%kQJUB|eD3N7tLRT2FoQX6+LV{A^gab8GnNGs23mx{tYWBmQF$SzqwPK20B-+g`!^(g;{ z)gfqu|0AI*&;~z9XcK2E_z2z>mBY~Tg%n{dhK2(Dd++ArcFxxq)J^E+?5j$C6eHO? z@|CvPO;iNg4YqMKDi;Sqgj&o8+Iyw+o4cKsoU^J?8b;|I9wJ!3{9CDELl1#?Uu|`eEW}h<~h6(-D~}6Ur6m@w{iF%&rSGY z+!HvRY2onksls?xAoldhB>7*qaaw~g4|g@YsW6|vtwPNGzicB6HN$Ew(meE>?tEQCnQEzA?>*Sf45f3Q+RC^(2~?kf#0|BdG-2>n|S zIxa;Y=R}DvXu!eMbN%T(8~>4vB#seG)2BfHH>Hxby`v7ARuRTXy4ezK$DZ%y^v;CDqvgDl$b>a%|mSJBdg(0Z&$Rjmz(i9s+7x@g(J=V93>;d0qUv%5)MM6KPMQ~jID}jBhV#3(0=#a4h87&)!qxu~GA!fc@hyJe$_7LPJ{;`&H zYCM<--VGo$uNy`X9$g5{`t`>P_#9n`Q)8DNB*ohIHX26XE9FO^NSmF0xXPnj(7R|E z+Vn!!yQi!(-MhA z`BfG@n~>tiG|X0oDH~qG6D@ofv)_nSXfyT;hkXN%E`@RfB)Xk>sV?8Rbrt?Po)o`p zUJ24OSvR$HbJ4RQtn?;6ytC!j*M07+du!I=LZhXQ0H>=|8i_3yH_t!0s%@TKUtfDg z$4``@P--HFXE2^=P1x7NK!6+ymnVV%v`V1T>4Ve}&(ulJRG~yj-K9>24fqebj(Z>- zb?hwlwHVcbnLbRZOz?6Q(mFm$v>>95od79XJ&w4CCCp$PowF2h?aql~h!ok5h|9e; zcr6@a>xeM;&9>+m%`bpPjW~(-rntRzhKi_#iOiNiE!*SAQk1e~Ft$;b7fr;n{NoWp zw$6xap@4cV>8EC9%rR!Z(f6WcbCFM|Q^IZga4p51A57C~@0$h?l8$Yf`XzT+>G20s zgxFST{}2C+r~dQZy`Ma$b|rmB9dRx6d~kFdxh>H)0UItMM(w8F81e1(U~2?_xL^VANv)YO{XbKWng1*$1rg27FMK)wo+u2795K(6d5@Z@L>)fJ_vC+1y z4c-pmzg@mhTmSnd?W$vg#cn$d%f1&yCO$8m&6F?vIdpBS$~-ZtDa3@|T6|64e};4m zGYIS2{0j#dDAj~CMqqb%Q=rpF9nm#rqidEx-x}Ni-sAdx%I%qA+K$p!p4%3uzT!+7 z<9t4bfEBhI8=ggLj(x~CDUT(XLG+mnnY@)dINf-T*O8!{SRsXd`h)yY9NXK{n^@3( zP-SK3H%~EC9w-3e^y;y|W|aO)sj5~U&!_3|$A5BE09{S0Nes;2fCE?eR?S&>K3k+! z@V<9WVNffTS3UuMGK2DK@!3qP-B^9`3NsW{nX36^pt}i%}Eo~m6;qL)zxC|qz@z)!-?q-l+}>bwV`Un)wQNt^=G4mtGee!b31B_xMNe7 z?&`$$6xd*4+->L%Oc%*OgWXPx#6tGId=Q z+n8gLPqT$Nt=#ibrL@Yx4+u2$y^cgPo@;#gvLtA6rK2yx?>|N`VS>>NN-}_1Zhhx=#L{ zv-(z0On^dneCLH;B)EDQHuPs}4rzU1kbK_TtBnEMFNQ z!;isFy!wnQp{u8R~XPfmxX0Fw>w`8SUM0S>TIB66owOs#v0opWf8tu9nl}gw?ro4YHYg*gm@S43%Sx`IU zd>xY{-L_)_4ZuDB#u)F&Tne!zzb80^fddG_>`u%7oQ*UKrBOqxKvcpYb~p=y%ey-_5<`6G{u;im-FAf5yh2<}h1~&zWsQCuDaA!i=CGOjj&liziygyU`6a z^_W(tXZ`lBohqL_Gk?%StUbUz6So0^K5kH`;O$~2Xbcim9Er`_u|+ChVJ|)Fc%n$n zrhH*{PLnNKmtNree0|;#MNXBa^GVQ^$2?P_xbC^%`F_37YTwf!XZ*S8I2OoPQ+`*L1H-%UwJs(8CTj4{K}5lti=;!#K> zRAaH&ptOfGJnH}5DAF{EC~lMSdOB)|X&fU+&QBPy&ldY#hJ-_tDdkuu-;uq>i|v&A zHVjlC^#Qf$CxGwg{$}g;%W;?bIQ0>cH(tq3x z7D|)73V>@b^nu^V7Y_P@AiUnqoVIR1v3Gu2hpil!JGPmF@I`3EuR)7@+Va=9x5~0I zrr`NXfna{^N`eDv__D*ueNZenuDo;yhyUY}pS#z{SeLWeN&2!)x{!peM#4@r6*Z?zccal9@& zG1GbBA*_p*H>cyKGaUiwBNOJUOfa21d#YZ`AxH*Rm|w=1jvdEsyUi&Ud)x`x^lqZ4 zzZ2;>gFyu|zkaD#W>m||d@GvHay||i)5HgIslC3xkKN|HQoI#bTa zh+iu{_8YR}U+xfBtIF%CCm*rC2k(j5)qY81Ho#Ed)WXw>2W0P~U9JtOj9_^L))o(; zcAY}I8vT|#8=@B=V%4_4#EVQzm$d4l;jGer#1rm#p1V@BE2I_1+jKtvZ~}DX?@`cQ zaWp|y;RG4eClFHw8S|q>mi0NYf-3~bt_hzL_j9QNWT3A-YQDpDRWU8iA_xPqvHfnK z-;X!yeXE@eBUt2Bua#RwQ-AG*Qtj}XHw`obE3dPuQ_3sCyjLmZG%M|P3UI78c~Q>R zgVL80!oK7X9m7mWTwSmkQ^{Tp#u>4;FQ?nce49qZmHBr4q7nU<{5B8hkT(IlEND5c zjQRS8x?!-5!YH^mOy3!1*>vwPx=DOo-qa5CpTBo5tUd|>GF^Fv=x%X*wv{6w)xXcg zd8Dg9NF2JFnqUZC|lAz5Y=lb{RK2sQD88IJ{v%!NbhEvbl+xod7pAHSEKx=W zNx!#p2(rjr6GErq1zk46sQ+I8q7q&0m<|#qwBW^r8t{w_1$aRkYL`S1#wRX@0$g~p z5;aMMRf}Pkl5CU3c7WR&6&bfO%pYe+%bht(oBUp`d65;xBs-S8$;J9&K5WCB(#pdg z@Zr6oMPO;%aO%iO2GzVw8bfarQ97 z@Mf%{8fVy6hQxb2Lklz&QzI%eG*uaU&!sdb5_C)?D9D&x3-d)Pxk-a>*6E)rGTKGg zWykE&BAho?@4XH?uF?ggXG0r+l?dd z%**#}R=J9Gpa`{@5C;3Nu{m6*z^v`5rm@cvWbm;^(rtq*MCPf^iY(+&q;sic8_^vl z$8!DRHWt~$Y_1Z{G_wpFmtr8h`fh4hSSOU0M3Aw12MbObWW3}`MQhO*2+_NQ!XjV8{=i%I&nA!#SRM# z&kZyjlbN~66uhujU032;^O%s``kKxRD^+XV8LTSXZYPV_gO|l9hXSto7LAW(sudPj zRb<$=6-Ejh()iS2tisoCK5UI(C*eyQ)R_6ozN8!2mH9$PU*EBZtJGe&$;|#>GWBT{ zP06+DiVf!UrzAG|-It-{1W-1!b5$1HSY9Z$&3{lw?fy#bEKnJp0b zWRoEguWJO|b~TSo;p^~AjrTOU^kq%No6>a?rF6w6hDEF&g!hZnkDR{BqF>=kUwL&rgJ3o+Lip3R`HeOUV{^ZYgE}su1)jhn;I_brrP6JEAh5 zVIt?HiKyr0L^a{uEk_1cY)W)bPh*i|QZA)f1TQhmkwrqvdLEG~8rw-ZxJ5dwu zB*EYB;O(ev1B(;1$11&vX14Zi%4cz$g<8G!JPrx2YDw_o{3?!EPaoR2Rot5&`$}er z-n#D?-V#BM^TeDTe)SCE;~H-}!FrB~n3*=BnwcA_3BP~I5qQqJ7Z?P|zS|-87W2Jf zj}~KO15Zrq!GuQ!r4ORO*D);5EQ$Dj*ZUxd+9axuA#?5^x`TP+wcynvJYjf%YXw?o z{+1w#Sp0z1PSy&*FZFx~CKT{I9ICNPW`4|I*9;X{zyu>PDt3|CFl$xp7{u95;;+gv zcYS3Dsw86~ZRV3Sw7?)>UJpfv&1&FPrXj6jQ`}2dWLSMOV`~j*EjNsvuD%%!@3Fy@ z@Zd&8CDleiZp=(7#fOpjwaZ@Lw8lK=E6k$EV&XNiY}!rhkg!u@6&gv#`U5_g(h7IY zx+59u9at#dkXD!~B&&{OUbBQ%!IH*OIl*bN9x+3z)&JNX!=wc@sQH}SF=3=&7aiX; zW^0N>7!u|KS7eNKL}M9R@JSzo%N1GXVT$UQUD|HL1et`-o9nA}YnU(n^6r7k0bPUT0zRS(7HO68dym_PJClUPWb|2#xUaWeWQ#iJag{)C+a~O{N>@!D66Q6Awk0i(0_>^>17qWzcZwY=T$EE= z3wA84-n;5SMzF;atR4)QE%Cl)UA4dh=vvlI2;YWr7lsxQs|9byBpI(oSeM!&LyvXW zR7XZ=AH1GSOv0XBP(2l~OyrWSp285yta75r7^mD$S_|zCTXrRr@Rf~&X=9FdGk3zk z#&Bh|svUa@sBy%2A55^G^~385js>A55s&+^U>ii8z1ogncdLaBBjflbJn*qgR62E9q#J>c+N$fC4~-UjL#dStmh@tN zO@a4aXd?v~E7PzBgh5sr>V@5(BtzSDR(&+cFeIyUNs%>dXL@NC88)lzdil*PuT}WO zQ^L{KSV)w1e4vA^i>2K$kp-EAuO@g*tc~IxPjL89*iE+`d-GNbE4PP(iSLak65D3S zGp*u5w9Qp|5~WLK@I2;jX35QaK852NE65ny5?VLO#>*k6v=}Qv%?gfo=*@Kn=X2NL z8HSY~E*eIviwAS3?xDXY)#z+ee z_a!^Nn`XHqNft&%7-wk_`0~9wr^xsMFV$p`vDzr_=Y{eNe5E=L2nD;=dGeGkc8uI+ zI$S{pFL#6^8DxCg?mD+>S1lsz%QEwlgh$3N4zQvDK`m9e{HT#lif&O>>QSL_y8Hf@Ky)h2G&tbO$%jyV)XnwZvnlZt#MQZS^E+67|MP&(0vi2c*PA#zF&Z39$9* zPIALqj7CUFuuB^mFF0LON?<>pMwv%L3+^B5xg921q))){xF*XH{&3V}?4Q(3vXYtn zRkb?r+AvX67c$od(>+`48oGX^JeTVS$}>gixk)BGa9cihb^^{r9p;@?a4g!HXMX}7 z_~Q38e5YDqURyhyd7aFANi2-*&~W!H)Z)#W0M2>`{f7);Mdbr8UNI9VfJc zU2mgYkYvX!%z4~IE!jm{z3S93j@X~q*3~eMo@I=(HH;o-&3YufkJO6(GhVHawzQbdEH z$+ccZG`E{-_#DY6NyTR^(bMNxY6jmmw{c#5)xnSY$5F%KdX^Zv5(7h$Jp&ZiViL=^ z(@79y2_4p=H_00Bc&gGOGksFTXELi53j7sZa-l$=!mc&6=3E-QG2S?W%= zH5TkRE>qTD(^%<^?xJ9ar8(E2;T^pAj8%&19SfEG%3VxghSXY{Bn!No$hlf%9`0Ju zJsX%RaKxG|+mxv|;qWNsM|>n7(<*poEMQRZ#Nu*o0cZJiulZ!&07ca|yx=a(ek|eK zLGxuzqEepWGki&_*xhsL z7Nc+Ig7XEgBI6Nj&ZhDSTQHW@ky@bVN+|lH^0==zKWaD0f=t4frn+ZZ;m5}en2Wqv z-my1V9DXRv4(&|f-SxJ413A+>%Lmak)gCQ2zVX7Va5dqox#WfISsw9rS0WgRFg99C zqE?s?Gf4$HzLG^41h0|EI-EZ8%FHwFEW0YXF^L@(wW#0>dKxDq0v-dij&&tI!t3)* ze#>rI;e+SuRkQiT3&(D?8x~v^Tyjc_G73Se9tCZV%$#hnt5}+ncZ!U4s7J)`nhdT& z30*7Sii^YJUz5QKGd@!(kF|t$Tf40apNN3o`JJo z4MskDgBiC*Bkgz|0kV<|lWT;muE}6+Q}JpX(aTG@sUBo1H_v*c>v6=59=vD$v6*$S z79Tqd&1rmXVt9quYqqq;MxpV+rDO-24$Bf0JGivXpGJsa2OuV(X4g9lJ1DK`(!A*x&eGvH)`7#oAADj{NYP_?M+(;{Ch&k-_l}y4Hb{v)| zvHakpSKmBoVK{8tvA2_!6vj?t2fyA8I9%tJ(+T@-sWG}RA|*E0L7pK9?8-3i-Xu1Y zSuh-2U^jZJSm-1e`z`p`5)230C9NR5Wccb$p?e;hGCR4@g|!@DI;z44k6NiPkEl&W5*s`wvrQ&fJUb zBk;|hd#i&4zqi_NqQf6R`rF-0$IlGpptl^V?fid=)>;+LH9$-N)o4It=tyxZO;_jr!&`w#7o!TBnF zIhjJ$7Jmq}@x^X9INsa*WOGj~`a^cz=Xd{C-~HDw|N8dzrKOiYy}bYPk6%Ch^8U-` zZ@>QZ;r&mafByNy>xcJWzQ8Sy@Bj11pFV#0`SY*8`^(1`5HtrayW1repp}vVDh}VBEMBhc8AWo{_MhA?o&+uIYm;i3b*9hXqd!7?EV( zS@$Qi>`UK$?r->#jJ zJ9>0<+^FGvxOULGo9(i{-pE?SI_7dT&x%)hDwVAcciNm{AU;|1GaUmI>xWW@#HU9? z%ZDyUtEc-Xe!MRBn)9wG2gA+0F;GryDDctU(h+@ME8N6J8f7E#Bj*)8msy zg`=@r|FM%^Z~Nn^Ms-=m&j+>M?aaJRry66&*;W*u7Cdm5O@`CW-+p_W?ZmvtVhp4_ z315aHW5*nAckQX(M#&z0eig#Mp-}Y8lNEllG0`3OwmDB_HanZAa{pumtEZ5cSUHJ@ z^Yl=|*?xPZv5$E4_+Y`|VCuK0RJIG3Y@(Af-)hNgPlA$VL$L@n3k{VHKVIpzABhDt zyeWxN@bYBp3I`|Jg?(73Gr%kDwkKNC-xS1jXFAv% z&4d#3I-ef=_QOiq4(5(%z$4Jx=|Aav6W6{v6wAKrdD8gf)11w!@!`UV!%0iUmp4r^*ootuG4<~yorl!vGF2_%gaS|p5GvS3^LL*0m_3*+D0SUOpc%`3&Q_#WMLafW) z%$!u?;zD2LX@;mQ8UiTcgPeJr|ycZZ8draUh8$1PHD zqVzR)q`eeB%Lg%I^{bg{E1NdiE*!n%`^PHTe6}a=kGs>QOb_KAxN!H7bGiKF!QC!` zS2{bKu1<{JXeZ8>YUb!!+^^jcP#T``rQ1FtI+Xs^NIdHrGiFYVda$KWKfljytDh*f zGAhn{gyHU_rJ-*6bIm>4u9Bp7Fchx$X@C3o^4_qY2D^^mq_dNyBVqlVjp^sT?d7sQ z;`Pw>#@8`pd2_FQr*s{iQ$k+zIN928;;tWI(zPq3H5JQEZI*3D`oSG{X<9Q6V;f7k zQfS^7oU~|+IqnUWv97{hwimKZO^C-TIdQk5Ov>+Wt;`XhFhs~X*%ptsFSLn?@H!tH zMXc<bc;;*_6!oR`$+*ClkNhvrlK1$9R5f_!jIp+cDD*46$aP z?5xa9J&26q6>_oP_42K>qjO=$&D&YZ{@#yY+P#@V^6CftWUpm$*X3mEwqeK7?#>#k zY;3L4Y<84-`_qYvnnnw_Ji$V4iyFy(amXPu=|LnGZ^gm>VeG04QOhT|C+gN8)=rK} zi|-qMwxx(0dLFrKbIrsB%~_rFanbA_EsRp}oa`)SkF7HvbRXKRN;hv(Qnf@agud+x ziXB_+>vBFYr_OX7Q7sSMF{fW%4f8$S=$6^M>vOKecRjfTM2V z(J#Y~cf7n4h&EeYoU9M`N3d4a;RpGK8AF9mn`17{y9-H&vo1#y@Z+`GM%Gw$ld+@N zsqE97b`Rc)qgg*H_pMfVsi}IgseUV=*w4yY)4-N3mwbLy`osRuhb*(RuRblP#EPXZ z(>gntjECZhpRPv2m#!BHJc&6`Q5o^8oEI)?oGuC|m(V(Zo9^veeT?{SlIf#OMtD-H z^M^TjI?QrNbqK4gL?JeM^}4`1UE+@MAoW`VLhL985|fFcSC;5v<9gBKMLh;DUVX^^ z?EjAQqjRz6>@ysR8IGNW$X)yDF_H*=6N8`j--=xCatyAN5s}&zMmt4jp^}Hi&pE z4-FC?W9{T*K`Z)Uo>uLjjglnMJFFPNt(+l#Py}X~wso zJC4?>##Qg$>I*y;+SNpr3~)G23Kzi`6-%SXfd@Bq`!r&k<&SPv_SW9(z>XR`Q6aKU z4IO0rxX`(;(08F)KM zu|1cF*B!bkdj2{Yj<1{~o+w>`^B%|~YElIzk0n)FG!vFEtV zxC4poBPydrM&`5nF)gL>=EwY3lH^$;!r{Mbe`Du1AJnWx67cwaNf3$=O3U19T(ZD= zcqp4Wv#g97&t8Cf&RYj~kx0zOo^ehB< zKW^uV9|akEPV@NI`*?UW3eSlzpj`->LtA@65UI|D{T$7Ai>Z#lvFD;6vb*~!>HWsTk8{)5$Y{JBn6l!MGg zIJoTx8=_fa49X}R` z;@F7AW#Vm?MCyCG5SOyB87>V+hdCzI22>ftghg6PUL?MwSE%RW-AERSzaLyTp%wH@ zfT;D6evYI0oty{F4M=7QHzQj}lk0_SjMxNYCMp->x;zYjD)%dCXIiy{F!-Ps9MSs^ zGd|h)YW|X7`$=V}@N~Cb_tyCFta8Yy68sVC@#m;y-e`4!q@M7j`h{l3xH+muE*XvN zt-J9}CtA5eQsuIPMKJDfB8QHiB&rp)8M(8DZhPHj+8xOOvpPZ#?OC69Yrdjgt3PH6 zWs@71vbT*@$g2M~B~>5w@^;L^Z4nx2`?ijZ3=OnQyM{U;&OzI>lDMEs>dYsFJ(H;i zN(X4%$K-UyY1_xLjl9u88=(x;Z*_2Ef(~dqGs=_K8C8({p5D|zYc(o%+eyg%XZM4A zj=6+Xk4^j?sr18EhIOrUDpPAOEZCa__92qWv0xY}wXsUeP4YVXjP}EYw#I?|B|Frj zFX%sa^VMMl4tilx_j6bxp1pV~7a?Loswl}Bn#n;Po&2gGpFJ9dAVST9oX1usM@O67aGf)V)8-<)NL zb1REbRgm1X{xwANbK0`0^J#)1hGKLU!xOhtZk63@b^}Do8d=%aZAf@h3;&eEf)gus z7d~ggY|PzD2*jFa4k}7VmFC!=h9=uPOL#}^iFxAloJi$T7vDcv=ts2?K7IJ)_|(X+ z`N`O6x(XQ){jL@xd;UCeTG5{A$#1cWLkhyEb8%9WX2EQaUqgXzwRXKwzg|?} zKiK;1nRi)!9SZ@?X4D@&@&~U6LZ+4VKNOQWz-NpN#VjyjGU@?HbU!Rr0}>3^&0+$6 z$-5{9JiUL|Dm6E+$k-ncn~?VLPs<%OR%KBSFxNC65+`eyili|aOGsv2Dv7knZ_5*8hR0vQd%L#)@P7-TRYru$7qv@(=$_=ImFr1%=Lq*>dv*MIO*1c4i_14p;X!#e8 z`3Do;qWs&|(NU?U3{6jDbkzb?=Yb^*bmMv_uSKF=J4uO#fc;My;m8ETwI1wd!V%j=W%c;`PXaaK z^-o&7b67k%3Cx_>do&uJ*Wki?{7b1Naz`vgdnWWBQX6tb8%XqMkURa+?=s2Hnuz8X zlM4K@nS{l@>F}l@I`XmM@y}QK_;J=XFq0B z|J;b}OBTv9pIFoUuCQ*mgwB}lW2$I*8oE-ZuDK+ZKaw&}R}EA{yMGo(S);+yWQn5u zoZjoil*bWv;@h&0&0paNIP{sBkHZ-b5SQv%8c}_bkY_2r_I8bOg9V+xd1Z({y>PNtv+bR38Lk}M(S)~!cdl~3n$=cLAX7f-^Bw%nc}#!^EW$6qPMwonhGBN1jD7)Dx-Qx2&l8J6J!O|IoYnGx?p|p3H!F2| z6&u)g#w@wAi5kaTW?K{eTBaD*bCK9|wA5YZuH`&=ynCU4y0imBXgwtt)3fbVtlxP} z??~luIIC--?LG^2@vK@lY>pVy4e405&oH_jrGoQ;XLi!9T`Ya)eSw^z53CJ8`eB!9 z7)Pq$l-6va&sb-Gw)izBiASN+;$kgTYEw_bi9W&NX`5i*f(z-IV6Bpe%WGlcGUP;3 z&8h+s&fW1eS?fn7eql8cD~9oudY`gI?hpZm-)oLlmtw$79cJ!V*9 zR0`&-2qfp_ITG8Q?yC7{h#J^AT_cIDxK?SuMoNIBe8bL$h$!$ux&jPYsmpsTRjF@F z6w96fd)DfYVym#ti`a^PWJj0#p3oO1Yxm?|B`j;+jH+O3_u6m9u!PT<6rA?o**!F= zEM@a6qP+6`l4%CJ?SrB66{oXfT*ot!E)_1D51l3&GlFc7 zX_Vk%)x}*48={oQqA3f_>c@v3E>gloSyo-yR$W&1MI-N< z#c%@CCEi0PBva+_%{&+5)@6p1jOxZwJLL|YJRzIkH+M13kNuOkzWBj1XWIQ1$ZI&t z=3w0-Ic;SIo?{aMt<}2^Rz#;VKj_kFs}I)-N6_;P3P%K?4>}((FVWu1!=35yemXku zHg`O?TY@HOzftQrlmA&`^j2e2^AqiXA{%_pOeY7=j#q`t#f@IL7DrSqrf(*)Iim!5 zqgtkZEXpbqZ>*pvR(8B{Sg=$OB3iH%i{5)GAge2TEcSiZPDhm#au(i0kmo$@Otj{AC;ZkU!H?1!3%|n~%C4+HarPicP(2{8M_0l%#H3Fvv z%y6k-su&*wZkhh01_yg$LkXuS8!q~$Cn$yQL$xadyB(#zsD1Rqi3rdzX?f5(@{lVc zdGNuqp5xYy5KazUc?;p&R&QowlGaE{1^txf8)kS;!;*e3|Ga9PDMM5_G4FN9+E*;U zc$#t|h^kDGCc!blD@$G9nTMp&mA2JXlIge8ZYnH%*v4weVf1KE5w~nzCG#N7zVKZt zt9Uq9>|^+Pmi&7Ycz~FXW%7%u+oq2?pZ?&6)8W;0H~Z@lu8_%8@^a6L9~C62jx@0| zj}_vFh{Im$AN7WdqQa;BCJ$vB+6?=tB_feDLBHGwfkpJtfv?Jq^R}ny2;6( zVG$*|kEQ!bw13{aH@1+E)C&oiDs}5$Ei2)u-FJ|6Ukw*7<;u{T6q6b)C=L@VUH$1O zo|01Rr_U}dEal%CoEMnL8H!44-Xy=#5Ub7BB2RNXWu~~YP!pmb>75YXd!orf)yAoQ zxS=4NY-AE z;o>}a3Q;svtrDCuokz!BIk@$Ci#GsVNZnZ8i;DdtG)s z&@HwgBr-hG$r!$d!ie!y@JcXN1sNq{yBm0u+ zc6Ldru^eN~1$(giF0T~^UnTOYO+I;XEW<5?wW(r!tP#hF?a(nWVgTAa=6?Iz3bgu z*&dPt?@dv7ITf1w@b>;>6Z1ORZXd)IA8glG*zIomnT|RgEYA(8j}z+;?zO^KdPUaS z*WvrM2_&&P{V@;rah~rUzCGR8SU9#g-Pp8%Z%rGccAq-c!c#~a4`F&1F-X3O9RuNahtITj(y%+PthOgbM0(sm9vt0i}d;3WNGi$UN`CdOS-B2&8 zodaL7jaN%6T2$X)`L`h6*8JWZi%T)x;&YLBcSq$ok1#{UN6No3k2cLBCpFC0KZwN3 z;%lBorgLLDm8oe9I9!tA+?xEtdN4jS>pnI?&$iIiXg6ku11~4R46OA0YPVTqzLw9z z5HuCZ$1M2P#HG6?CerQ?PKvoymAJo?J;w{GwVER{em{7@x9ffblNL)HIFVHLf6(Z* zwY=+<1BUO3MH9J1O^6wQt4yoP&XN4y8-u1FYr1SiGKTuroIz&U-9e>23&$~`gGKq} zE(-HRvsZ6_8ulX|-Hi2Rz+=EWS-+`fuUy;kdg9)5aqeZ9$$~!j25orThi%@pf8Zad z{nXgj=UR483L2M9^AkT6n~oZ!&HF1iQI;QDS8N$?sSNAKuFjZv!ABn1jitlB>l+?z zG;zy_KJgI1SxpOXdt+&7Fd-$Anbz58`=a6vlGKz%OU?G-BFFEkpxLR6sBT*GC|L$d z(~RZNmo9%&?-`Zwzvqp6AoH!JCH40*ZA|*pl^2C;ui0sl-&n}HJ3E!<>-Y_2&j$=< z&;R}rDa4)T{jQ)w)p*(|yNf8RFqCF5Oe720!mjk~ezd8q9#57!4R2O(M`HoUurJ`n zG0QX?e}~)to88%n(pY6+(BjA5;?toDAGiD)@w+X#6vSBr3)PXIdDDa64Y;bZG##r` z@~E<%#2~{B@aK#y-jc;KlrR%>8x&ki?W6x<$ZEhyKRTg?nO21zfutbiJ1l8w7Cos) zH45wVRZ%B0DP$u^y1t^IE5V~$+U>>~>?lvN+*NPB@b$1l(y`cTom@iH)|XNDz5>cV z*Xd)vl~74EX$CbeRgSc3&}&8_{ecqZsmeiE5RLuM;GVT_f`6Jl+1wF~722j~>0K?CUf>N`@`s`%Rb_K3RbmG1r$l6{TuS zI!QcnpV5Ax=27h8hxXg&$RF$Ei5#&a>0Tg_$C6gdt^{$HV$xd5$=8Z*Bsg-L5KS&` zoTl@W=$QFNQid&3%hp>Vgz(Y>`J@wefNbs=>;fHtGVJ*t*m58#^1wq>FRm( z@(*sggs7Jd-aOf#dMwudn`x!TBL?1eaI!wDJE!WRCG&hYHjf;>Qcx}X&12tjX{lYg z%~dQ^Cfu>XQXEKB&5L_~naIB+aFE+|#RgBxUND);^oPSWpJuKFW|1S5V-de^E#>TG z!a+Xpxwip&S6`s_^Z+vXth>|;gnYY#; zkcs=+GEt{q2P$aj%wvh?9+1fRxLH&br&-+P138 zX)kz(?G<~B+q5qHVvDFcw)#f>((Upx^Rb)8{;$lRuilPKQy83F+u0_@jX#ww9A~<8VZWxs6f%w+#c<#Jm){)p>0Gr$b!ky)6z`qfT#*|N6 zp0%X3#wc~k&~iHH+}jhz1;uK4mkc~@$?3Ek0{^btENv0-QRd@-%A~F;mq&tALi)Jr z7ZaOvW5?3%BeV9MUrcKZ_oIH%B4vI7nb42)ogH+VvOV_#!{3g#qYQ!^*j}3LwEC5~ zr~hO~HV+Iu6$=T80+E&Ll8>VA?xB@}(UBg)4P! zz31K335b6)(N6Z9!;vWueQ6sCcWD3xB5g~#Fy&24(c44e96!LI%=9m7>)3TvJKR3< zIw0_{a_sxGFYKz1!7Mu%x`bASTKBaT**vh@=x|7c&4RPFTCTaVNNI=lTlUADquc`@ zxGQ~U*_TR+F?gAhM_0@~TJncZQk@secAq96@482b8!Gk=P9^ljXy7V0d}M4MjeMCV zA7`iVUMoO@3)*%P8Hk=I<0$)4b&-$6%lyXMA6TCK_Wf)O7yGeXVK9-j;!o!};l z8=q^n=2y+X&8mTQnjIh%fh6&&Hj}vHHW5LF;wE$+dV#EE7D4wg48TW66*)^%{jeH= zL^Pl6Q9zPQNDzJ23}oWN&gCJH^dhyI#bg+6TI3jRP#YxqBIGPT|Ah`9`J2DySp^Ww zU7!KlLy~>2{Y4_0pr&TG7>~X&5$1mM=y|& zJjf3ecVN?nqZdd-^V$AC8;guYEk@MJCo zg27RE0aXkx`Vr6XfSA2QtpfU)4$F`>L!Xo~OEDh0^`4d$j>)_2#A3sHMG3@_#y42m z%1kzDg$HN1_CjTlOfrUmtD(Lpv-*2>9DY z3Hbf^Tsz)?Ha)T%+$cBs+nGf^61kI|@7=D&36t{8KY4M>K1<}$)?>2UXM21QN^tWp z649(0C^+8VK{AL9*p%S^a0}9bXomJsv6qlgG}H{)b>S!i3FU|UNceiL;}Y_`S(}pT zbH~RRi++*M#cmyzdutt6!2DajO6C-Vnop>j#PN|R;vq`B>P>Fz7nI!g3g*4j&*#&w z$6bFSFrOyS$ydVAqpb#x=J|GZ?F)!L#xxU$d|R0kE_BG9ij91H^xQgejHZc>Pxp6- zt${@&?^Bk>?)Sp2(V@2XzdWLb1KK#M8sOuMNvxxv0~P4E8%0?cqa-a`oGh4%W)&+E zxbGed-wa$*{7qWcb-Jh}=eH#Fim`WV>L=Rqr+3$TYYk3IQE~@~2}zm^P9w<7<;HyVEQ#@P~k=HAe`c&&j4XO~7@P*c4$P+Y!Gma&6zNB)rDX8N&VK*mnCNbXsY ztQUREpbv1I_2FFfLw$x9IEWwA`xpEFhx6sf!oh6M-#n9;>BshpWmsS?+N>OOQMEN- zFBV;1OHg%piQ8BbC^UAY|8adKeUEv6&A1ius4)~_?5KiWGPYRfX=+#)O0_AvXNJ40 z9aEh2W}_m1{kg>5Ihv7`EEfwIG-=+F0nFIppwB*1CWTY&LEETYalwf#<3E>S*ZZ1` zJvCUwVAxop*;i$XUr=)&opdfRJDvQYaQ~^xdfQ@;X`3Yr8Pz#1Ws!I^@!9?c1*)yf zt2|FBQ;Q0glVEvXrXBEp**yvic_*Ux7|(3z&KS$d?Vg;vZWxs*6~nqO@yZcR(I!!Sb2L!%^H6ma_#+AT=Z;MI%9daQPp&k4ibeavmv8h=78%&g$|kr zUZfoUs8OM&ZNb3%rm|K7adi_G&5d^ex7bRJzRIe?SUzr4z2=dJ5~vUbSf>C9xh{@J zQ4}4%x+TE1E4ej!x1orSS^?bmJk&SsllLA7s=otWLrU%w*1AX(tDN^4?Iu9n{dORQ z3s7zXZCxOTN;`_UxL{;eyA8CB=%RUq#xjR3`7&$fs`S2ZdZ&cr z;q(I+{r(#|{C5rC8I61@JbWsC^yU0um;c~10(yo(&rT!g`C6daPhwc5?VW*wefaCW zSF}#`cuE>0zAi3$Tlf|1MR7MT8=a~;t~^b%c3J$Tr)Vgrzg(-Ib!$$3yT|yW13k=E zj~bmK0@=-5r&=>1jd4#8Mf?j4i9#|01)HYTwOTAsld)SCe;9^_!rA)XD>k{hPWq|l zWU3OQq5(B}3;?EqjNkPcfBZ%d+cN-QW*ih<094M?TJSABBQ_zwNyjmTpzuCmAiXNm~32HZ&9lN%!h6 zfU5xrn}UVynd72+03c~fjb@V)qpbysxHvlo1%pb$t=8bFXLdsbAFivI@cM?PT%TcS z+c~LZ#vEzeT-qk!ofM&A7Hwa=-#4OfUVCf7-^N8pLW7o&m6q@$A#K#U%C}c*;1iL$ z8uQv3zALLz20MBa#aa^&-$>!1U0j`|uA7--nw1j9VXpOGb zH7~Vt%+SLW*-*r32{CXrClnbK*>KTueNo-q-&AX!MZ+$-0Yccly5@&wju|Z=z@WhO zy@HL__}5h+KsPUUhzkOzUTC`j zs@8hATVmYD^}Px<&<5#6gaBc}7f47iqF_jC^*I?-C^+*FKs{g!!UvplYY;%Bb75zE zAjM@M5Y~C&DWvxj5MdewzVH$OM3@GIAiTT)LPa8k{AYuJ%t9Mw*q>vTrB(a?+HUB? zfgBewv{#I)^EcN1EXV^HE~0BF%|00ifox( zNQP)FLvkjuZ-&J-YULLuYyx#8c+0h|owt$|Ch`pi9pqIx)bsgIb}4&2Su-C$bSTZ5 zF=KjR>f;g29KAhaE57<|-52LY<+V_~j6fNsM?FP3Y_HU71C;&xa(1SQgHr1P^AoI| z5SB*I4bb2w`W%Odd6B49dg0XF71%qzn!VudgICu8z7i(BVUd|Qj%R=1b=GioG`44{ zvmwFW?quf|3)2ok=a@btDrrSyStf`2KeTcrO>oD6?z?UZ!>gRq=7B>z4@sTn~|Vm5asj7xlp>{94Qf#~<9lbAeg9vCH5W=S*Itrm|l2sm=}t;Z-ijKYPEB@dXLQh%PQ74!+;^h zB6N=CWfTJ@C6k0mZI^$P7)!Hvu75>MP-#`OBK1lq7c7H!d?sZNmDGIw=N{ww9xXl> z4-N`VyK8kbuz3T_uy!co8C*yd@-e7x!MfF&GvGGFjv8G)<_b1V`+Kk8lZFM33M@ zb_)i#3TN6NAh?l&w1In!W^guaTmqJPV9=}*uw-x{gAI^Dg(5LfQ~Q zE)4<%1Vti*{AYuJYNTifZs}&gE#1FdgU0E9*lwsu$RX%Fg1o#mPEe5;9(_@Xw|+N! zPf2jxb6*H_DDw%@0CZl6fk zez=c0J*;<7F#Ab1T=|d1pyc#xS(Usy!QckZO8f4&?S88c|Cd#PL3Gp`Y+IAlU+u>d z-Kvaw_^-`=;HY}YsKR*T7cTnMJQVB?1Mj`6jH(1R<+W~w(cxdyK|}eVUcVQR`9Vh;jdF-c_)H zHlyl?e?tI~(gm_m^H!MLxe7>FMz!FX5=bvK(0c(i1i~B(y{HN*^b!y%65@iusOQ=cK&Z$IAyA4-K&VKB5Xj35Ai^|=@4`z25SiuLtYQDH zuxu@Xf4TM_*gflncUJMGM36#)3(=5+fCZ5VD(zxep^Bl%OF)Fe$AUOv-F%ut<1aNO zum7->HkmS7z54Y0DWq9IGr5{2biD1_ELYtiksY32-QDvWwZ1mcN~NEELsuV7PYxbrm^X@1?H!%uX?IByzz?-i6?^KeFm@x?wa z`m0J*w;B?u{%4VBD1U(%VK4R(e8_J90-|73L0k}6LF+ul1rY9mL3K*N zlIVyGHqbWa%J(+}5{5ulKb%RwPyuOmJ12wm$^pF>z&;@CJ`e^ep$2+^3eyW9%0;0N zA4qW-2o+gW6OTk&z7W#8 zyh|X=Uw7D3OV{XD;D!@|zhboN*lgh|T0J|Pw~j12HXXnd^`D*8xzJEL&u8JnLW!&= zzk*b{9{7|~_2kNKKMb`AN}i=LPxz;^)8UG;0*&y43cNK~GcJxAW(6C2;=4VIyZzaQ zPp-Y=!|1=&5B<`ChdE%L=m!(l5||X;fmvV&%mQb9!15gMb3E%qHM+3`49$UN$}BMN zK{%)nOiusRUiJB$1k6-rVDcUTzj9|VtCoRT^^h45KncLyTm~its4uI^3IzsQ$8u|836yn^}+#hvZ8Sb2K1BE)@oi5@ZMh{MX(8#w=(AX)Z?e z4Ez6?bJ_++`V)0dXzeQX!?nj?Z%T&VY#g^4ZhBnP58+w;bS?`jq+EYo!Lv`Y!fUZ9%h4Q*@y08n~&ACK4a%kj4-`vYIK4UWH%ubuqbJG(S#xn zv%oozEYj@wDF=W^6a*z#uzghByv`!Q6#o}kCHR+*4n$r8G6Q;u3j(8_r?>#_GaKnm z_vOU-(|`?X!v!iXLLgxXB+#qs&PNKVfV2`^kO93}HK48wAPTn6@OvN(C{fVr_z9`F z0J2^b3h_ZHE&(B780S?%mRtrxMFK7eoPLqw0*EjT5^~`s0tgj}5CXhJ01>7EK7^MD zpr!yR_|5qo5wQHrwf_fpLqi8S1m>(W6_>^dD$<`Vm*=IflH(>@@Om6f?5pwv}|#(5<|eTi}(aHn#o! z$c~p)hk>QsCj6#vusN6>J&5c`v6|EK5Vl+}ANN3F&S@^1{gxzbNuJG~`kJS-aQ0hZ zGErqF`zN(%EJNSsSAuk6NSMnvFuqZ(iw-~jC;kpv91wW{goUL_posTSAW;|uqJqfkZ-0STu>bNwDJ}sa zdVRo!4#2n|#U&uY1s4E|xSwl70D(4y5J=l4AfyW+1XO_lLi7keP(@)mTLmZa#r7!>fr>Yi?71o$ z5Kx&aarY@eU=(;^dVl{IuQ9(+Iw<%do+a-6E~T}DbmZe_Jrvr496iZYPN@=XX0=yR zB`h%sxTxtm`;hz_YMbGOta#6l%ZxqINZIGxY)agdq8sFCqEa4F>w}wtrE2~wqP$~M zIoHvUxqNbeAQ=+cn_Ijn8`@zrYRfhF(5eI$o*qTrW9;li51R*TCl=wzZmK%f4@1)! zf4&7*{ZQ~AtD0Qpan_~;+7KaCg7n>*k3#P;`nS;HPcz}5l>Bn#qkjsT^g$DP*w44P zfDHAV3<45}PctD=Sb$ZW5^;Av`aI3Ae}V74RCO-+pvX%=h#m&GPyiSW)47KIUt46)$)G}^ z5Qq$cyyO}rA1c!Ayeg>BOF)Ea5E$X*h20PrnU|M=P?6Ou76W`VUDHgMQa3NqGFN^k|HGLl#o z?ceTDbMVPA0U_WrVZ4B?s40JnZWz( zrfkpNSQ&Y8ka#B4za0r8r0=pN4km<21`Q5c*iQwU%1Q;&LN5|VkwZ~lH4wPi;t@h8 z^*Y7g+3d(MxnCjn4BC*$qppdR!otaqm`N&V&G1>cNVu@;GZ# z1Z{|rs=B{Ouw-}x=bVfYkm+5J;Q}($b211>AnteriGt_j6>MUD_iE1^%{3AP5G?!w zVP||$l7PkWlVSfF$tBmI5Qq$cyyO}rA1c!Ayeg>BOThn&-4GY#5DNC$z?=aU zm(NG!%$^Mrxx4WPw@%hbO;$WtW%5nAax=!1?>n1i|&M0v{LIJ#X|` zV&2Z0BQzHaYRP85L+7<%mp}U=h5{>zo?US-jyYTB^G`AqaqT;3DB*(cd=x)4zlwkfgp2?*AyF`S zA-jpk*E|eVWc*2ni_YYQf*oG>-b?&-l_14St*;`q_@xGy02wIrS{^5)h)t z09;o9*p=^JK(}))2%LJ6;sOY9A%p;Jmw}Kjgplfoe}RBr@PZGjLiSwS8BkMzqQnCu ze42no`wq@I86pHCLm&YeR46ql6sUlT?7XN7D)bT%DiW#+0;7V+OF*bd;81+E;F*_~ zfKZWoi~|mo{H_#%A8UtNbF+AVl1=0&n4Z0dGG&z#Go))*&wk8wbHt>i)5okt?dfNO z4{K#8xyi&uhA~7H3vz6k5v6KRo8L(^ot}I=C{}w~DW3Ieh*&Z?rTd6H^iJs2w}Ht) z^JwYBqhi6KH=OS45)QEmFJlg|O%-du@}ksdup(!N-Vi9z`V=PWUTMXxNg@alRN>z{ z=FeL228S4dUuz2_ry{IDC|SitOm*EL6Nc#1g+sOs1zY zPk66lZ}{ugm_(yF+kj!;^A$h_--PCM?8c1e8Rgu6K5#A( z#1=ASbe;@jR6bn87IxpKlXIR_WL!0vq4Y&gSd7{CN~nF^LdA_F6#X%ljUvOuKbDOn zqqBB8UW|l(En({(w3kdOjnIMCavS^xwQDs55?TI z^1wGGqq^9=yF80ImGuK3x9Qp_GEB|owfZNGs&ncGT(!LOFc(##BoxOcjcN{X!G|n# zZMf(v;A56Twtqo-wVb>G87}w?g|3YnMEr$3=q+N4gxDc6)Qbox%NgY61$#!#MLLM% zF9Z_A0YX_cbL+wPHn_SN6!bAS7n9F6%*D~@n_xqBvq`BL9|2!g*id9R*l>Ui+T)^+ zMx(mf=vI%9gy*b`EPxH#Lt7dMg}NbRZK;iJ&G~kA48kEMYS0alL)(9o2ucQp12!nx zsvIT3UW!Vy~j!$bt)<(x1rd#ld2&Whl z{rk7@XV4Ry?^{SZa@ z^N*X{>uSwl@D&9)SkMB~Svr`4r4H9x`5FjAXg%I+e z4FXu>BL{1I!QiIuU#>yp^gnDjR3zjOSmQhM^3pg#MS^j^iTW}#z%fVkmTkW1M)eMU z&=A{DnVc(hC&RFpM^Z}_cS>Gr=_yl#E!r;cL9n~DM7$@6$uJ&;!t(*@St2?ho-AY3K2 zrb9}kBYu+4x6_##O~zQ>y`9AK7?Isj+L#*^JsyFPjVW1fhy?%2=`M8s;}~*tNI5fV z&yB;7N#gTVgeoC(ri$ciNp%Aoc))1q5_k8FN9Mk|p&uKQLR7SFDz4tNf8clalh z$YwRDold*bTMDVKtk^Rqc~$pLLv|C2a=M)|PE^IGT|2*I?}>MB@`bzS!{F8o3$OEx zm;+3Awe2Ta2>Mg>loNCMp9&Y{b}H*r4Y4b8$@sDlm+%LE%?WDD4h^O=7US|UydS-I zN2>e!+?2BOU?KjHvUB|Gce>1l%z}u%E%9~_HSw@6@P|DMU+_%g>_|@a8VNP*WZOIs z;3->gR;zFl)84+e3(a=w?|r{LIM>>@bZoI~K7dUZeP^hL+bsLLi%7e?{i78BBRi?A zn92RC55s8)8j3ov3Db1?WZ64q%-@ivR$js8^9UUP6!eqwiyVBWLb*DQkOE7aG?N9wH5Li`=eC^x%Y=hFN->pKZ~LfA`Q-iA>|22%Z2 zP-bs)=TyG7_O-mO@eeE9ot$SK_e)r)t-5(=euHjf`T%px0e_oTCZ(FKGI{p4mfU+@ zcGe_I^2N#xeh!TmtKwy|=cyE4+rcxHf(X5T2d3ZhuB6OP5%k))y;eIu^`4-Ea_EjOv`S*d`ftyMJ0?- z2acs9Q=aZlq|;&@Cx=H@WY-fmNm`Jsad zy)mb4On!H-uf^_^0;~U10?AjRklo;pHw-aIvn#)RA90&}FTK+>sZG9>!JmA8jmxa$ z%5D1yXWqbdLq~s#q&V3WtVf2B%sDfHy=z^B-+KzyoD<$Le_~sB_G!iaSCc27V3TF^ zu&{SHBRMbnBT?uFuX6o%5{|FiCyTv%Za+WRGJlHlXjPkz3l5oXuLxeLeNV>giz##= z^61X|LIqH1eaoCn@Eu4&w{P$ozCfib2U@ z)x_eK(5)_UUc?l**P6>3krb6xyE5^lgEp7rW=cI$68uZrMwD65q?jK4uw{ifjE1_P zE!=inhQ%fzt;3+~Ij?R!6$58JWq7}1Gqa!gu69JHjJaptl6&Wun2^T&d0Se#N0D!A zyjH48*c9|77XJiDrjy4EGT;|-j)X{2SFFBE?p6Q%Cc2Wyz;jEm?_nZyO!98rOn!16 z!F->5oRVddb!UKNOYPT|t}R&WC@S;GfPOw5#cE$~e9TMRaArK=xmjD1R6ODIp7Lyp zWTT!M^MtBAqZs7uVi+b?T#s;QgLbSjtKZz#vo}IKJ(vsrtT~kM#FQ%U{G@fK4~wF{v;>0cPN%VzI`>*m3;b|C#NV5OE^dr*B-33OYub7Py3PCO za+`CxEr!Mp$4NGq>P9og$4Yp9|0U9>o0j5OWWA65YH@+r>3iRNERMQFE@{QkQ$5pi zeZkPM>vEhh5xvEwxNR|)C0n9v6I?l~9echZrKJ|R(4FDeljR-5uAH7M-KM3+Z7Hs? zxgOR_(dh1^G3BH<`bTU&`Z*g*E^%xAEF0Zl)XA5&ph1-e_H@=3w1%V0oBdpQzYFQD zEa{P7K-tI2DV=Y@xufux(_Nw`RaCDaAC9!%tW$^BKe!%zt!YWm`|M%GWcp{>^h>mV z3%t_&VOxr;)D38+u%_pYU*ucTcMHpfHJu)~ZocRD4>8jmZ+`+lrn3?q+nP?zSnrRH zhtmt5Zl~hI$>|0D0%vn&$rdWV%AjBS{bR5jH|SCe-g`->x};~yy}7ui%iw&#yKOz7 zj@mJmP~z!lJTW@6O~@119xkIZzdk}U?>RlUeZ$sBzwLD`RG-Mx$YXeTS!wp!xK}?$ zS9%81oiIl?s(E(X98IG{t|`pXH1wvj-vW=}Gz%^CtS(DD-RL6lZC)0`($ZIQqJS#&tfl(|VN?^-;P*4p*6` zl3yfw9SP_TE@_$hnw{= znVp31VIGtD{i(onm&ZctzF=IUsi)M;%l5})n$PhYv28Ae=X1V!zr;Jf1B+YY9j{8< zT0T8;SlU|C^G1`6w4_HGCg=galuv6h>Y-(gZ^iB7@RUxoSX!m7+{}9|%ORe-Rz5sR z&^>6uR(b30)U^&dm99k>m7bKRrf7K-R(kkO$S-MeRB2*1l0Was)EqhS)OAW`9ep3> z9txqUCk+#Bj^@=h{cldDC!XKR5?z|31@uzE>S*d8mJ0GZBJvpY7)|R4&%a$ZMf2~b z(F|)Tg`YmuPug6J<9D<6b>kGzp77@L5+54fwz)0wF?yP-E=|B4sCTT#auQv@R<w8Uph*p;0rzC_;pzceP@=TxD*wnOEe8Ev^Hgyg+RWlg8$fpcs8-SLhKw>6rx zm8Bf&2U`kj{XM_+xNTucXL}~C?ZdCj@uwD+bh;M@?(!+ozWO1!O-6p=YrT47fe zz9g8^=|Puvp>!%IZM;ZX<5R1=cVVRSfLo8lDF)5L60tJe_I&GbOV6Pei!+8>d6M_= zolsxWgNB|FX(WH%lV!^H7`-caeu<{%Ky|z{e~hLA_}3oi=t@t$a4fqg({&I0Xnrh& zn>n*y^cdZE@xu4}V>JJQB|U269KP$}E-f{8{H|Hb+mh~R$>!Qx4n4C<@@-A0Rk_P+ zyyyM+ZD|8XqaiK+>XIHJzi^e7^9q?pL$}6Lzo2huv%))wJ{PCBPmgc0Y`_R^Y zz~5iU-Ypl4hC>>~N?W+pn7nUtiLZ%9$+mK-nzYVa+H>D09FOgG>*+Lt7G5jP@s-vQ zd1*Jg1!yt1E$zng4?QlH>%#lo_FrI_(^)5T&MS8(KiPfN?rh{- z@9dhk)VA>4JG+PPgf{MMB!9jqXP%?_IXTf)3;cY0EF{r7EV20h7)^^xUfs^oxi-2s zVU8}X#=0$q>|KH{&0}(-`>4jHCR8#7FNHW>=lHOk4>dQheac)6O{A#uXD2J7&MoE8ZQ80^ zE;n^8n)J4{eHtyX_Z#vt-P1E>%V{}ZPqpV=noGQk`x|>pyvsB~@B@2_XE!UY_2jpa zQd{duH(sEzZ>=Y-nR%1hnog7RqLf2-SawP|iB~aUxn4XmqN!$E&Wk2SwXFS(Cq{Hf zujLn-ztwzb&v}5rOh9Ne{H7cC{_#hZKF}mYw3`{?ELm)6yj7c&PuPhoXI` z&lTRyy|yi~-uF3-?IUU1c&Fy+Z-Bq$f|T&xkE!3@e`{(Fsl0!l#zchNYk81!B`;fd zbobr&gZMQ-sbu9z%DRK$zVX=8TACIc^iV|Ly-vK*exo&JTheK$=MT3m>HP8!Z}gti zX{|(q)Hc#@J)M@>^q^ki8$DwRO{(Vj)@aTf$`bErio`GGtp{A>J>%PYz!w^@kEgab zcRaRcZ#4dGrx;RQo4e z;rD$#78-khteCe~koWsRnh{2R_jw%U|0J3u_JDB#mjJ$!?{&m?s7K#Yq+E_?wl6&~ zs7pS#d3*E;^0GZF!pUZ;^T4Om(Cynw6LcD@AFDgZou+fcpB;N~%1rdYJM=*F%2^j^ zD$i=a9!`%hYM;~2CG@wa=doQ}gzei>Ge7M*=F3}lIt|a?W6Z%ijs6>ghw#8c+c=Fm z;C>pPr)u=0%ju0=*Qba4XX)H=p89{!n}CmV#Qo$Vtvx)=Hx50-WgqFGBdv80$@(z1 zT@GOMH*L(~iuTRF#c%%0&%gfmiI#aU|Ka8L|M}IYH$Q*>@t5B|yngfj z>tBBS@y+ec_a8rcnu31+pI*Iw`{u`AKK$Vy-@f_y?&J5L_CNmlx7+uB<6M9K^yYIf zt8QOk)=$6u?ahxr?uGr)(f$6f>6;fcNpW>O<$gN5e8`SV8iT}1j_vuOUsL$r8}CO? zyCV+I{c)skbKptBO%mo~qf<&{rd~Ox-@D}~aPOD*f2tjGK6LMyCk=D#nt%D?=I%Mp zM|>7@Bb9!ZBUIl0dRPpws>EL)lJ@ysBX4Tt7ZmXI)u#nOJ-%XI`1>a`7KE1DT7w?_ z&}~nP+MaC;6=QI*C3(Ube^Ya{cCL znzfv?;u?9{Qud|pm9kkplRz{ND`z>D*{U9Qn!e9gPmaAfWgfcad58MFZjQ6=J!Yeq z_57L^k!jc*(}$(|@p+70rHSlXc2!xxu&n5gTb7pB;l1o8?!ouvew0naQ*tJJU_Ie6 zxmNzBP?Y4`J(>3-`?5sy*I?NKo01(x?{eCl&YwMYLC)tcJRIIK$9eh~TXk;L9eTcb zW}jWjA)YEx_x52^nO{fg!S_m~m+Y?dp13Kw#ZdV5lquP5{Qd`3Wlnc7=CEZ+zac%R zmSS7tX@VBpignaJyj^`skGyHXIZ5A}?ywsLP2e5BBM|f4bjY_fUCVS~&)@L5zeVM? zlD!1q;pI?xFT^)?6#R1CkZ*>U!r!wvw`KR>)YzqQ2)?&$dAWZD&__xBd{1uM{=w)u zy7AZAeV(KFN5WZrT+-=;Jq?j_G5j6O#Gh81Axw-0+T*2|Bn4=d6+$7O1N&2%dL zG4kqho~|c45l+vd#_yUop8ag26q@w#PJ%tx%fyUh zrh9VsdH?p$oJ?~tm;9Vuco$4^OEO)<&6l}C)rZEf>gg4#`)=Pfm(}!7@JSkiOK^Z;1WY5ha@&eCA~ z8#BCfaY@hg=+1Fz6i2;a|J8x{GE9GwaqYGE#pZtun)8a*qHH`CDyY{|xZFZiX%lWc*%6kC_ddz!=MR8K3P>b@Ig zsr-KL)wC2>_%-aB&x)f31B?^fi*mUPD#bE@T zi<{H?t4WW8BfoV*f3*fj-hah4?%_zMfAIH=NBSL|a^)|gjMAy_tpp5%MBZ=H$4rHP zk%eZEdZt1n!QL|-YQS%nQj3KpIntWUl{vZ5X;Z&gl3U5VAACyYpJ598<*ccq{B1>= zt+G?Tq0jbB7BuVQS!yyyqobrH;?vdpyb3_$$ow72+tKeC)sGhN{^mfV{C;oo< zoQ)s4HP3B?e#$S3)6#Hl3+@N|u%*)YWqn#xF4=Ioa{= zh4{Lr)Bm=6Q$CdL_V)*Q<~_yJJsjwHw8VQJz*=788~-%U$_;^EW{FEWJRC4askg#U z?kQX3-{IK&S+>aHa#@aQhb5-6^@Q6+%^1);UCQ8kK4@YjkR9y z7Yy~8P=haZ)ly0;~!PyJ-l;q-17^6S3i~}43U2V zF`YGGNR)41X-vi8vjs~!9#comQQa4g_WTOTaZ8?WalSvl`qz>XF6sQMk6Rw;x4lk@ zUjd8lF+9G^{Fz{$mOe&j&ySNZM;BVb?H6lG=AUik4)|C|_53Z}I!E(YaT`CV9;4~G z=-DfqqWkN}VGgI7#O!ij;%WI1N?58+!|cXN_fii3PN-#>Uu(!Ke06`CHV>3Mx9alJM6k2HBp zQwDx-w}^FKPcI$c)dPyF)!Yn@mgneRek$N2?0n zle839dHLzx+1bz?Sor%$b8$3PY5Oq$n9d)M<}Y!~7}nqeHRwsL`OW3J>sC{7`8gpOa1LiI-K!+piA{iC@hq z@uXD(ztESDjoH)X**m9W6ggrZh8J+OXD@H!ph=c7z|ef)-urtv()S-{WG(HOP6JQ! zWnT><`F`d!pQe@?rSMow)54yq@=pP?H1b$hy}xKOCpZ3NUnw)9u{~4$34(V4Z2YyA zDHkm(>Xwhq@tBRK7uBtG;7_-eeax8Bx#??IvPMy8DSeA7D<+S|HwkemjQ0c=WfsG zZI@5aveBibIbmM1(IB{gOXVaRe=N&|ZLWOaiD7eYDUL?xZI>1G;`SfCS+8v1-!;l@ zX`?ahO_(`d9}a1_p@p5Hk0kzREQ^9Ye4o+Pm;5<2&krUf-)oc;e@SwilleClDnIHU z3#t6WSnOy$M%Ti>C$uDUCvsbzlPQTko-oq)hr)Jjg?^^|-N1BzZ*qEUAnV#n`TuF} zTY7EFar5T&E8H`0pev>K;|ya@Jj=it8HUm6T%2m$PPfrj6}B=(T#wo#Pn8OwZf0I z6lqZh^Awh<`_IGKjYFMDR+-oCeAg5V5yWs^ih_^S+Dcp|xaO;IMZq)Em=>ML#4?@= zK@{)-YKxo^vtSIv>zUykNFlEO+xD-S{%$m6t05)KcSjlU7LgD|!*o>42p#P?vun>D7!$ly`8 zfhr&d-Am|xht*{vBbK(xC`wjU6&6r+i>ewNZ^k!O1)XOktExK8YX(lTx}&#(kE1^s z))CJWX~hxCSE3ni3D4cIJWiG+A#VT=hsz-3aa_&|LJa55dz}_xW>R&pKLBPgNL$q$ z3q)Zw2%}f{)VwgRogxHQ%Gn$wuxe3y9nZ6X8|jRPEjdQI7m50N%`v(Xwo_Wc5x!Y; zLuaaj+~A|?$;QL&I1c2b42=HZFOx}h2T$_SaQqcvA1NzM;bG3y;U`K_7~GXP4s`*q zOlLj9PajSdOl@})uIPfL)xzK?zP-G8wx^Ap=m$J;htg?yh0WoTf^QK-n}YND_&8vk z@XxJrd?YXq@UlCD?W+Q& z-X50?X2JLj$2sg-Ku2N3!xHP&g;akg7!Hh_X$Nk-uU9+z1`p?YCE&+;CE(|JB@2%A zY8HIX0=Q629HA&M>1dTM3OaRp)vO}-nX}Urd{V;r&Z;0WDtGUT0$xSzi^?-Yr$Q@UMRLoAEut@8$5k5N*u!q9q_L^9F7{}5+3YfcZBXI8E>WXkVMe& z?M!XV%_#`OM##4^u!s_@tGgh1+!^pZThRshT#Tlr3SzC9F*#L1g33f^=z`4Pn=$Ev zp_i)chH=6I1HBmiz>}6leXx+aMc8(5niR*zXBbRBYj9-1(spgtBQAAqpd;I;=pNBSVZCKA}zd$ZZ#J+Ar{TNAVjn10GNc4UUt@BCQ{|~ zB#cmiv_o_6i0Xq-19d@nKq;1IMwf+W6=dGn=w$s+;Y~f58Wegx}E3; zoSA%Jq$oI_HwKNL8Is#w@b}i2kzpvG;?Ui3N8>A#O29O~v!f=aer#D6pad&_P!;jj zBNsGfNt;iX+2Ky2Y>?gEcO`b;!AmQ!1l70;8*C zr@I4ADI>4j-BGz`UKicbA{ME(kg@Z!Rn-HTYK5s?EE(aw6&|)J!svLBK1jk-LwVlb zYPv@HLC|{U)L|}`%v(2_kZ)kS9IvOS5rVp=KY3)xxY*54eyT=EC<~T4lXt05g}v`R zlip9v0}cgGA5FqDw?*0lo*4;4yL8@PY=?)dG*q~3Ol+4 z{Wk7%jrcwT`3ld*d>oZY+=aj~B_0o$uU6Vxmtr5xYzwK}ym|o%Yv8#Za zk78fp*&Y9wGL*s;0a`Z3)bv@mr8A#U*7)8rJyq2N+?;8(E+}}=-KuWBD$vhzHxA<< z+Le6y+!%n>!$|!qrl&islsEYYrLaxUB|%{8?@@l2LE8$+{oHT=H5@}ii~OUc%){Km7Mw1>m=LZ7$A=K ztR*|hTX_}!&aO_fh7Q9FSM0ol)rNIN@$(E8b?cqGe4Z)F9oHSnF)(~XD7t`mUimUk zRfTb1c;ISPmB!^ErwJ2d#a}*&B+M0)HZ5c<(-xhHH&y0gbv|G{?@=-9^fHas*xLRnJ=(c|DhC&fCZ^ zEj$8{gyW_7*v44*N*uQgg4R5|h{h~GW{p^SM(!Kg_!y~Ceb)utHXD0gvZ|E$*v8Zp z%!}*7b+R1=g%>#W=sCAiRKZ*~ZZdRTaJmJTC57ofVh>Musj;Lu>b`iOPk4^J2jEZm z-hQ6J^8EZ@&kTe<9BV@fPz*(p)y5bMU692|))P9-dm#na2BwDQ9-H9jnOg}ylqCl@ zy?vw>m4wj9R2Y^dOm|hP*9~XT1GK_yIj`Z;C)I684vtM)6);nnkGiVV_?)VkGG@o! zy{0+x3DU4KWdYRMNFAmMsw*QWq$+3(ztFN4u3;@qv>J?l;H#1x7F98DLry^zFqd~9 zex<02%LvD+)el%Sn8Q)a7{;ZBY|0oyV;oBTk?{pxAKN)bjS+A@zf^5Vj=2cjqJZ%c za$XcLh-mGL0$6LV=?)Ckj+pRTYGyMTX1mecLTkeM4ADXhW=B6A3yxl| z;C!0Ri!chFV6*3-;3Y!&b8(#T&*@5_TK3-!AMieo8WkK|uqtH*Z%hGKqT=6~_|-`{ znX9Wqvp9u6;tdX$SrEXdfEq8l1)lLHiqlQNx&W0C7p!1e#hztnbESalNvc=JO0i{u zR+TeTA*TL7Xh^HG06zB{UXW2*`xk7t}5=51Vy zbNTu`)LfnOks%UX>HD>y1;%PF^8?jl?09O#_Zg^d4HNUR5O}Xm3p_6JyYzI&6Uu?1 zV|cK!qfa&xe%L@g42-|<}VdpwbEvE#Yuj_={LR`@e!f9>Tjc0A8& zpYM2DczXjAchwdhrr=Y@S0)g;!1wwj+>+}hp55_}DFd$;u4Lv*l(>+&XWBYiW(i;K zQjVNoiFr3qM5aZAa>#myD~!dw;7yg>j9tnF;$@fe9X4t@o0yB~yyMyhTYEx01z~W3 zRG%6dKu-m(8Q0bweG5_IKDbsjZZu5zw+)_|z?epZfb)wDw?OdW{bFC7#^;SS-qsQL z%&lG){P`f9(U&Fu$Ws|Ke+)#=s7ewaHVpHmDSXBkWK=0dz%YFbM75x3Pzdot!BH2y zrug`tcWt&4xG;isrNA6;_o~J#fN^s|RJDa8SCUztx)Qxs12sQXeCEDf;0a7b{A!gcue5y#IR zgYQTJArThSH3#mbt2p7JY!p zsNl5)9yUpM53tgbS8(Q#W%g<%FJI)-=CRu8nQpo-BxZPV2SZU8#MWRHEvib9*VF8( z7>;SEoEu?T5MIr>GNPNtoaDz~L1COp<7*T~S8#l)E!x0>G7gCs1)Y%>WaA2tn|+3p zvu<1&>7cnkuL-%)>wGi`J5PaOc`8vl^QDKV3Ian*Ux)5dfN#bdyo-X2_O2)xNrnkU zq|{(Ew$iMgg>@aqL5bp+3KL5&q)yD&T=mxvJf-1vccX(CKAjg?HDRfN_eV@ZOb9F( zaDjGzpkt{Gd;mAm zx22(cG(I}5@r3U}bzTR8$8g6Vk+dpryWjEaczMVN`HBE;Cok?UC^(H=Y`TEKM)|Bq z6<}a6AlafIWA3G_3zEy3p)i$HbT-{p+)0t4C>SeS6=1CLIjt_JJc6TDA?tu^#oSDq zqA{?QuZseF45%Gl0GA83dsV;?_q=|vC}8Nks{4xXio#H9vVe!oLv^ZxQb(j)*+6>v zSTS^8;pY}>T2b)P4Z~?E3I>B?I2TorxZd^)D>XUh1mI&m{D1cn7a05GVT!~#d3f2Z zw`N&A!|zAw*r`lMo};hT1O*~g0Fk8%nQ>;JA;D?4`nmXR~V}EEfRinyjT1lPvp~%_o_Q?j`s@T zJ;(d3_POJ2;q47P9Bk2H3jS?&*zPz_xOAvr$n_G>?)b-)p=RzqYuR{PAqU+SxE&5| zu_j=cjKZupieenArUeE3?p{{~;}+aPD4xXDvMOkN!@Vl#v8S-;V^y$p$RopYv~ijC zMC5^e-UEQ&rmsX;Oyf$Ww#Wnjqk(uj3&eQ1L2(reH?SnCR!q#V8aFY=7z$w>#;u#l!FV`(XKCR(%C`H(Lwi2=+%m*Qp5cOUaAzydU6t-$) zM{=$28*b%1?fB z%p-JhYP}lm(kZdRJT}F&>v4qHI%Kg^$4Nfjz6HTHTw}HL-gV~AF~x_&#(Z^Je)!?MDQz~u$Bqtbx&@djjW4Gc1z4wI>bd|Q4E{~m zGQepp%sy$!&^g`1f^ejr3ML_ak}}*ELCB;NofrNrLO7+75406wPSE0BejtBQFQK$t zH6c7N29h!fD{rb@nsN}robN-Et%n3R>FezS9eSxi8`o^rNVlw}#Y~9fnXWw*BA?wb zr+^|17)qtvgm4FWrmsc@`g+Tvr3ygpm>ob>H4+#EvpbKtsEXsEmn277uu@pe`jg$$ zjK-0#;OaOM+p!OY#pQ*2JQM!8YaV7D=2#T?Oyv|gcm;lEzBig60-qr~6O$6D0vJ1~ z=BhX`q*Y_!Pes8SMa(yL6pUVqn&Nt5!17#~9wUmXSb+IfeGyf~5%3U-K?)Z~bcJ4{ z6pjVGG9`d6=nULfWsk-2G^UM>SV6%^ymVz0MSwk5os%Dh(Rb-x_yq-Kcx`z>!Hj}| z6I2y69~fy#6|n1jT-1>Q<4r8;pt<1Of>kac3A#&Qc*WMsqDv}W^t32|8sg0jT>!I) zr(n7cnAkBbzF_1Df^%I_F!VJlk>WCii(}ldEDE+*G@h}d&yl)K*<(5%bCwyreIFTX z7v+n|juGp!k=`$ht6H$asG;>ML5&In`YId5K zdUo!pCLB!x_k2px`T8sCkSWui7}!7w!`s`jzx$+!OhK5(x;eq$2DmVBURU7C%Y#Gs z8xtO`NBY+SyTV~jMS@%6GZ_Vjtc;ToBy;cJJ$f!B62CR(l~i#06wH(&`CvqO<`9wi ziJox0$n%x)j4nqHvwvZj666NMtP#|gp-sZ5Q07tT?aNH;!9E;c<^X>iV3_xb(WeDA zZ!qyzhrsrJWLxkG4wc0;2O8dZ46SPQBfo*~vRWUxpu<{}`0$LnyL7>XXE=gzl4n8bD0%K7c-qIIHdc>ximz59FKA6yq(hX{&9Bf!9JcJXM(>C@bPi( z*vH4YWA|1XHyi~vEbspR%2%yvAn2mACfP~gEF;BOlk)0r3N1$J>AVl;^jBRSC)5ZH{r zN>^QA!`4qsTO`1}GrMy-!C&ta`)DRwS)=Np6JhV5OB}0_4+vV=Jm>}b0{eQ-J1`jI znhwvz7$O!P&%q>5muj%i#kLa_#-dAA5>@95A3?8)7@v+#j38=Q%DEEUiRw;-4lHB( zPofRX@SX`ifMmur+^KnIh~Oh;u`8O4@&Af5$r6vHLRVxdjr2hlSq|KUa7uWzDD|e< z6$Wh&CcDb_gGrOsmQriQ=s`HB%%{;58T=}^E0S#121l{-ikB1~ZU_VGs?W$2d>}m6dc3Nx1y`z zTV@{X7}cbaxJr{{&*vg0S!Ukzs=C4#$Bc_+UvQ$wzncfH%(@gF(U>ev{J3 z>S5!d;Mn-L=eb z$dLA9HM^5l=*OJ8NtWq4h%eGcgy!Vh`in5?1J6)Xkz|q4uX)b9s%_*3;}x!UC+oai zS{P1zN!FPpG2=@+MaIAmw@G~`gI=x-Cwn7fzN*BB5w0&A$MVeJip6Wfd91gp@R|rq z5z2z4YD$^8>g}|N8#>g9{y475RGGYQfAjyFve;dnRNY{Jaj4qTxnA-d6Jx_$;BCJ?LJVfgJ_z>$1`ozp(v1(%wVs^Wcy4izyeEnyR)aW< zG|4eLMp_Rh#{xNcsYDT$lzA>-5_X6BvL0!4xEQ{|BIHgp8>!k5854p@ha|^{0qw8d zB{?#|Q*8PJVVGdm3+4wp=c^=?1v;C-6&1SY*p6+NtpQ# zf;NXF%$*6Hl1a#Te2f#P+E94f8x|ZHnq+Sy?+QydxNr>S%PV1#8fv3FX zG6*I|MlUIR0)64=dhZ8eWGL3Gze5<&^0WCJFdDfb6*b|=(swD4gc!>yTqHUR7(1}) zFH0k%UJE2gx(6^QH6e%WwLlVfw1EMuBq5W4m1}_@jN=_s*0X`hM1#xbbck4HIzxgg z!f{8_*)<*-KoZJ=rD|Z9NAQ288epFA9C@P8I`C&=c;SN$jLFsy*(#=N=Khx;V;)Q< zL$$~%llRt>Yz}fiqTp+O9_|4T%`Jx9gm7bPMRJVH^1>M|IWqEH$f9MfpEI1HOv8eZ z$zk{a&JqQFac;h8LgpbGc9cQbIy{-wbsIV#aYe5<23~&{Uh|q`@I20mx;q)x$faO* zCoQdURZbDI*BB7YB20We(ifsK{%dQts7$>H6irw&Ur!Y4JB`#`wRAxk#%Xsd*BNlF zk+)~iePavn*4<(3MN~e^kQ`&=*-SDTAI7Fc@y=<&#OqYunS=~%`|<5c1(DLy;M-3UVWb(`idkdgc6rwy7{+bl z3mKCzyRj{$x;t{^8P0$#IHsbkN){~V=m;F`mCHc1{ytb0WTxhk~`tM zOeHZ{Z8@tA48wlT=|+RdD|S#1%!s7eHT>!vX*YJq=R%8xV38RBT;(Ngq`kaaaN5y(kP6vEqje2H0n_Cs-W|_bJGR9ZB`cD75I!G z+1(Xji8Je*<`_%iy%EhZw!R&&8Lh&XYc(zi@#XLl%t4Eh4rSFAjq6xy{DLDl7~*un7~WjxTgOJ<1)w{xIVJK?)fd^a<$0114|fi%hKJHT#+|L^4`;sDYhlY!hq$oV)Y`Uiy4--WT zaYuZMoHYgGTQCc`qUanGt2$s*w6LfnFgXgt*&GF9j9l-H&2hl5!vK#P&!RE(7=kqk zU0dw8v~wloD=c@QPZ<(iO6sbEO<<~xw2|cxG<8JDKFB7#MaD{0aP9^(vWkS)l+hH8 z&s&w~HYHYzqXr>Xo@AW{P}Z&K8RI^ft??K(uxx`8W2C}n3JS>(D`R68WRqhkSR-23 zggn|~v~Y_sG7V|WnlQOB?yaUXDQI`4Xu`_um`M_zHL_1@OPa9prdDnyVQ1RysC%1_ zT?*d{8id?+V?10%7?=)~`Phs$VxfeykaUd!3nFbCvqqRPe6*$s8LWm&f<>6g`ZD0o zf;OVvYL12JTYa%OGRht%sBSz1FLiG>9_}(mUDb_;!_%4U$*gfI3q>dkR%=mqtz^{j za*xcV?aOWGhe9Y73O=3iR{h7qsup;VaQN#R#+H@mFxnQhgL5pjn%d>`hjl6+co z+^|>po_F;V)(%O){c+Z^1j3gdblb)Uuj2lKyAjPqkE41U$GMlIh@S@?v-_%iSI zbl^5}f4if1bgS0q{qnLB>kW^M`LJ=_Z(ARi?1an`(JtUOFbn_Qt~bNSxeUtJpYi3# z5*%N4sFq0FIqV{m<1e3kNw{#T|oq*>}^bppx5$s#4rj-ui@;r4W}5Y&OKLh z_;ab(2zL_E0DK+*S(Y;zKXOGM!t4-9dSE`z{@LD_9({3&d5+poS#;H!s$;$nl@F$T zxGEkFTels zPrv->^S}K3<=bQ!{(6T0`wu_;^1DC&;io@*`HNs0|1X$=A??zy+EQ!w%xM{E^h>crLm+cqswsT8kcFW%q@pFav zKKWlOc}}n@E`z8hhAjGRWB_wj{f>McpC%*sx~_A;u4~wa#9?{P!i(WKXwTqIqWm0I zlKVfxWzpYT^_^qT9zTDZSzwIhi%I)L#9!YLr}cJ6*_F;#ER?6(LrT0yz}K+5O;j(p zEL@9e;oy8O@!lpE1H;6792E)FX=$EyWemG?4f-Y`m2BAf+wp?vjy;(O@YN91G|$0_ z@ezZnL4eOlC2M96TQU);WZetj`w^=-S-rFut5_wsfpSzSgMz$+HM@gPxfZ=7z~6Q- z&rdGktttUE1bT&K_Vi=cUVQBfp=yA+p_{XNfRR=tF z?+m4-@ZKgDO)&AaFFk8gqSnNl7VW9hYR8b>u_qG&zI(5d<~ew3CsBg{-<6hT_OK;e zC@tL!ccrDv-%(m;mCuxxg*Cfl*G{sR1bE-FnTltE@9OBeK(DaOo_@^Qr_vHaO{FE8 zFqM|To=Qt#Po*WWnX0en&OoTlA?j3)e{YR97hrR%q`M3;9jF$E-$RDlr+i{q{OXhl5K;7_c3A zXCa`MU~rn^DRhtdCb-|Bw?J^3)5DZWhk?_Lzea)6rA83AtM)mod#0l-tj|@o2K3wB zIa~O)3EfrC9cn447g$yYKlZwF=T$W+Q7OD_BcYWsU8um5)QkQycD$>Mwz){v_qoJ-n_M)& zMtsbgB&wE`0loY+NxL+Hh&@-piM=zC;KK-7(mVxEV@K2=!51TF$?RcECXJwFFI;Jgs&C7RjWkG=i^tAY`Ng|tw|xm6{t zcO&V55?8?&Mhxi#MrunnU%m@NRn->ecRj|vLeLX{NeAM>llXCsH;tJ0n8+z>BI+r- zqnhxoC8yr=p^P^>c6dW#&s&ZYd-NC|@U_B??URXPy2nAp;D?Iv$P2`yQ~=U=j!^&_L#4=#pK4)exAOX)Og5 zYOTDcF3J1|gyjq=!bm9>)F23OMO-fwmGI33QgQL^7mnCYf2VTQ0-I_R&fvS9HQVNFSueEgr=gvHz z2uL_z$t0(~S!A;L>b)U#WRxUcXP0D&!6>u!ZQ@K-DWy1c(3M@%@Q;OdLY=&NVLut% zv{O!uw?46VaB&#Y@dDlz4SFSdck&JlY*Tk>D}y=3B#9U~l6g$mL@hJ-N0vmb@j_}a zh&qF@wtSbGS_o61rJ~@RfGIm!2}7jBF~gR%K&3`EdQ7m3oo^0xH9VHB#j9!<92Wz? zswVTfd5wx4CTqlkqTq$;0b*CxV6rlNiB%21P3~T?W9k6zV@NoaU~g4b!|)=dB&!;} zDaL1z?5G?VMnJ)tv$$3@00QrZGW6lSnsR8f(6AT#hsVnnRkwKJPRMP=VJR@UU(}9LKZN??!olC3LnV{EP{!AvU$g(P|R0BuwiZ|GvC zFew_&04=heRJI{?ckPzX9iB=Ew8$ksj2+&tkZ@+{V$^2|Pl>sKyyBkFgDpoA|WS?{dOG?H!h-#K%zP zBV-MyM_rs6Cs4{2K1x+^#=K~{f2gyf*ZmXuv*_`OX*6QnpKxh1*lw_x_LCDXfgi(a_x)-B54+O0e5e7aj_q3sR7wILM z+1ro3exP-REE4rg@N)NUJUvW#EICI%C&pq-VScA`97_Z>pqUN67Gw8qfp_k{y~9LK zK@(9=!5!6vZ!I|=2Qm#b!_ltQh{k)HT(-ePe9W38>Oxkm2JRXHRI8D4q_&>eI}-`M zsF4NDQ}E1cE^3hAn;Ka#d)Sg`HL~c1Gt>FH+)8wQ(+_8zPt}NpUA<*g9L*Ex9UK-5 z&Y}qp!CjZ&9&B-EH)w)83&C}P;O-jS2^w62ySqzp50J}q|L^_sew#U`XU=q;uAY)# zbv5#RwcsInF6dmp^<8pGpx&rp$KaRt3b(kug;Y_q8+~qZdaqrGKe>TwX^n8p-nEBY zI*MgmZQcVNdk*=PO(}n`;msA`Sx#Hl>A(N%!IrguE?68Rt#(z?wdiNkJZFsArs@4U zi7^;~`uNl9B+iQ8S)Q_n%w2wU^>BEM_{cF5{QJ3?(&t+5ndt{t@ahmf{3BCfsjunN zxn8G2eV|g1>Na7Dqk{f-Ely&)ExWZ^K#MZgr*|G*t>iI8bUfqB-0<|8y}i(ej5-Z20ZJ77NSXlCa~vRTekE~#Xt z+A*jwxJiloo{Cgd#`S&6`}v~^b}R%t>$z+$&Y!gczi3ra5NS!2YI{Foj2S>3MxQv1 zko9gyd@Qk*<-0$EN<%l{xdqnDEW#_hLy_f;C&^2082h&eB6U87V3IyZ*+Z85uI=tV9kMHccM z@SvJsDHxf+rz-7&g>*>T?`lDogVBQkon31OuUnlFRK33XiG@>^4L44w3!g+Yb|dYO zr;LRKOj3niRc2MlGyglYgv<0X%(j7M>$7;#sNeF3lAO+09LF^FAw`U&Cw-&s_rTZT zEh3Qv7u1OQ1+FAmtdF7x_4*tQM6vp${+u?o_9~!Uxwd;);s^64CJ#?R&PF1m!;cRh z+iR*bnVlKjE8X$t5~aQ0v5)7F?Z(Ydl(>z3A|{@Qf&C4Za9#yskEHlA8Dd)Zkqkl* zXMp{28m0EenCUR8h}{;Kaw~LR&W3xHso!TexROt#q$uD<+f|6CDrY)BWI92~hOSc_ z1M9nu7D4|FPt`)yhjK5|+;Ps28AEnQbP5ccwnnq2KS1ls#g*nM2XQ#p?KVZ)xFC6l z9~~dXvo=(6rkcZN$AnXn4y?pJETGOr=~y=Qfay6H%)TV2owbp+(mkHi5#t# zVWjyyi*_5BP$Z3I)jN_ho}#~?!_zb<*I0|MYtq18(FT6yDAspRxZPFJD(}eh_5e4V zNTdkkXcVZ?Ll+Q5I?LIeGr(aPmEYOOt@w+sEO>v20hqra^_98Sm^MEDHM2XDaB)Zv z6evz_g-J;CXYS^C3!=slEu3tUdW6!H;Sz^dTI)yjIy?*|1T=f*J`(|p3`W=tpv7@5 z@e21Eo}PPZ=&Ce2f7U4B#-ExfeSXHM$*DCWy!0ci(Up!gCi4mMT-wE%9+(X*s3XD~ z1a*AlL{jjGFux!(M})q|rl%zGJz(dtsp=j0-g*58ATCn>!|1+Fptb+seO7Ug@Ar#M z<6F_gHXSL!X$zrA5}y@+(*m<#lZzit)Atn<+UNjk94-z|B^V4LYmGQu71L*DB;mfs zt3ONUd?kguYOQrUP5s~i_jI1qbl;7Q%Ld+efC+DawOc>C*qi040u}St^*`~~mptwn za@CR6A++QTnmW1|KXDFjNJI3lBjC4^1xszQg$i@P*<+d!gwPNRc1DzOQiS?x89vIS z(UcS0!|Inyu=>@uG5Gf?bI6Dz&^D4`;2;#U0)uvYQT%<-F*ZsHpIHPJ_XqF$1D5g5 z(4LXxAe0jWRf{OmgZ`r*7#{+Cl5Oz0V^t%x?(};Eh9{2$Kr{#JWCPyFa1|?Xa4cqR z&gY=Sfpmhn^8=#OcYU+&rhuaJ9TA7^srj;!x_8OQj0MMttP8O^U$wM2*GQ!%%K<#J zjeShiKgdHqvk1A3vwe)GZHvhQW^a6wPyE=zB!0MNr0lVSqzM41t9>VxpB+{`lFPUm z^kFx8!`FSRpcs-W=*ax^8BO~&%dopN+GqlS4Gn$STSldeYw0u(eXXMOpJqFQ4 z{sw>a^m-t{v<(YGe+x9lV;$}(9&=Y%I0)$QW$87&?(14ZXQV+Bb;s#Fsl>z*W9A0C z;(qqoYLaXdCGiT4%J|K&WzKT;AK{d7brKuOD`xa8>BGDp)4NqTfv`5&M26oqklJ+_ z^lf>A%|d+6#eaMyK3cZ6v$$!!z5k4I{ihYoLhBE^m4C<;YMq>BkUkO;gtDr%8c z#E95ucJ*4nO*&Gz2~j=Obc0R|;vQLueFea@fp6eiU!%0s&Cjo3=Ed`nI~-;I^nk@hs${1=&Neh{z+9c5^<_O5z65 zw_Grf7~@x!G^TG1<0YGR-mC0%@=&@BK1}KzPbUsaE~mS{4*8$xeArSQYI;SJkLc4@ z4`Y}Sik=%2Y3TwV$??qTDNdbL&OiPqJmYYHfQcfd+h6Hx+7}-uFSie`vP%nGGDKU~ zr8U;hb6*(z@r8!H=rY=tE)=^MUg+RBqj?()^a_MSBAxuQC9x}8hNtKCDv1o-pKF2}GypJMFHQctN znppg%htLyS{Hg|1-${_b%M~O@OmT|8-=JMaF|Lk1NkYy9ZcyZ4XjnBe$=&m|Ylm*! zI=|8PIX;{I#zoz#hnn`EUFa$~A`cttXrX`*6kGO5b6Ds5K4QmuU*F1O!w!$7CW1I) zH#gnl-%2gU{Ly4qjH*dE(VT)V~ zO23&|vsA8V`O5iUa%HV>>$nFA)WAVFDfmu!p|zvXXsw?0>z6aa)~SivNSlevBTsai zO&F?nU}=Y0ZRl3T(St*>suz80^oybt-s)zXethKgB{v%B_(8%O7(qO(K;S&SM^P+W zyKS`9#Lw&^On`P=`Cq?rUBu~)Bg6%^ZC!OhvR>$MkpmXjj%Tx+(~hHOI400kwLgo5 zP;~Cnb5epYPcD8{Vg#UVFdM`s^>xM^|8_*V*GoPc&bCSw?;lj;rhIIVd~yk;(KhnTm}p=yf4KVldzp}Qy}>t@%hUW?+#eldo@Mf>5eZ}l z`VP<&KQxI6Tcw-NaX`PU*eQE0bm9Z*$G`||xrQ84f5E;h+<&~LWQ^}IB6ERAQi}C? zX-KL~GY-JCJZjUZ7Cb~bJO*y~*b$m;8O*Rsd@FWIpNOJn>a$j@=?@}n`-hh&Nep|M zsEv1MkGV<@aNUPO^v;m2 zKN=w}`f;h72rlXO&|tU7y+M)%S{}bimbIW#v#warqQlGA)%Oj{Bp(2%YA>w(%+y?% z6wfTx_j704r7zY!-dgiVz^8a&R;KC{3%dw;AmW*Ag840LZ`THMOLK~aKlyaa8@Fo9 z911Nzbv=!#b#uc2Qyi&$>Ktw|+Fw@D&CsI484BQLyc~;m*-whg#lS7yL+$+>A#LRo zx5JOjw78C>RuYaU@N}y7y@lxmyhw-(M*i9{&YsT#9Qspx zD}ZgZ?wN-Wn1s%5mt7y_^P-%Mb(vNw!>db8m6XSxQhKJXHI1T_Nh;XgbA<-0CiJAN z$vh}VS>!nbDG7=u;H@Zh*R%=AE+sk~cvHP{GP6s%UUV?&XInDkT&>Ly@*a0!KYc2O z(|&xav49>6c+CU{NH{E3|F+U-?w3kq zR9-&*dV=edCV!NY*DEE6@}HCgOP?Hk9gDLXBD$i#xnnyy{q+xQJ_~&ws50)O*9}2m>H#=7bLaVT=@VVe=dM^i#PFuK|4`# zxZ|0o9XloGZ~jNN;w$G%N8*qLUq(~^SCH=QSnhY(oyESsjB&oLzgW;U zc7hAX8G1*ZOYT!Ih4E9hH$JFQsR!{h6M5#MH(i-F^FM6_H+Iai#g1(CaChuwI#brjGpOIhg5+6#B4$iuc z#(4xs57I$^ZbYjhpWX%YJL+JYh`H7~6;0l8CS+rExVKIdRR+ra3)=&VOu(;r;&r=% zsUO#0wIo#9@QMlm&HG=Q9A2$Hxy4joH)@L&1Qz!DC>Q@4(meQY%1ds|6Z}_x*{L!$ z443V!{L6cL=eEm#F7L(d&p!P}FIQncyjsjpy8oA6HW?)Ok6t!l-HAN?$+3eO)I@w) zH&=|=9NZ{y_BzC!`Mzn<=&y$8rg^Y0`>Yag>om1y0OUPM93^J6A2nvP)n?6iOjyT| zTOkL)qw7ffTnN+2%}yrPJIYW>+MfB|tDSwt7kYb&Nkcn=P_4!akQyD>A+h;z}FZ`EP9GXhf95MQb*BlPM^OOFz2_zCYzh0KXvf8l3UJw>vKGNKqc^u>BY zOUu$|XXJJ;D(NA97u1TCY2W7!eB!7#2!j`IUXLNei#{=DPvM&z>xs$3AZNu-j@N@o zB^I(REs(yeUHW>$-sc7kvXpS8B~RWOBvfulCt%{ZN-3Jig4@?ACF9l zS2vY~$G{$Xogz(SG*$Xk=T+&j^pjnhcP~HM?(dpqCscZlx)S`4u@?V}!djE2g~ha% zGnOXtacyci7dbckM2cBn_O7MMpVO<~2D~QSR3q4I-)*_m?qGY)|ef{L^lf;*VtlK{`tt>~@d_R-NSM|=}w z*l00U*4$h)Ha11$v|@;vXzKl5^%M?`9W~uRJDEg6%>jn08lD7!yH1?C zrqW74cwAT#RUJ~LtdONm3iZ2NXW zyVC<48{@jH`}un_OVBC-DsM*{ue;GQF6e~or70g0QFz8NAG2B+mGEGW71+fl-zAR7 zS`(g9LW9j1rF1knm5{gPmE2(Oe}7E0Wi~aKFt3WE1dE0y{_kIg7pL zasqR0*7oLZE`vb(yTZKQaE;%b^73l)QRf3ow|#0PBeb2!`Gr# zpMn15OAtSXT@8GY6Y=EGx7ju`TZBT~!`fi8=V0f`5o6yBy~hvPj&4r9BW1-pb`0zyA=_RFSt9WZEL%XCJK?p8HQm=W-w#`%Vk%~a5 z?^P%JUUjmgVP^$*a74mi=6Eq8RUDrfZ-E!>_Mk?Pc*>Yv+4K~NJ8Vl1V$65n5)kHz z!krP$hbP7AkZkbw0=@5I@ItmBCd#ocntVVjHh7Alsd_%qF*2URhEQ+o!c3kRsJT2- zsgK&eK~_frga(hZ9?J|;8f%8wsuO0Y8b27TXe0G3OdkuBZa&kLDk-2grPWAc)ox4x z+mh)D&|%ht(&_<}f82_EcskHeu15Zl%b@0e?^0%E#y^oW)=Yq^HE@ns;0kfKioDVtA0_>c3KS{a}i!8`DAK?NIxFlkj+^~X9BY0XkFT2Ay6ooss z#%66jHkLWXSb=>7I?lS6{Q$mvn#lCBud!U)WLVVnePE%u%pmH$zgobCIG=Avq5HVp z-AqE&p_P%;2l2h4RA?UYXgi{6@e5HHe*J#UX5ItCDL)ik`n`XTj4)kr!91>iY|;)Z zsKYor%-G$6vpuAN`Q76VD28l+>>nF-s(@cEcBERtxZlDJ!U4ZF(}|0hXH&I0n1zr` z=95zBv+*JT{0|uaT6`9-%FeQh*%TdHfeq4~IrlnPk!7(7a(iPQ7e|2n{?_%!SQXx9 z{p)f1$Ew{+j(@73c_#!!wzOu`D=x_P2P_j|l)<{_z`W|r!Y9VN8TX(oBo<`fp{iq+ zj%+6^0*eQswG)%Hh>Bm!?IMlpyVEZoT7hP5i($9~v(JrOg&#?_6h#TfqMLrdtd;Zh zxHQ8%lTA)%(eR&)Z`Px60?D5tIFeC@wQ3 zLsZ&vPZh$3B|-funkRU0k;^jXg@JwnzW!|aa4Jwu_%A>DYPE9llup$1AnOb~7XFjL z!5;ELR6ejz6}-2im>b@$K8#dfv{{iYDNq8O7u83R>Mo^FY<^J~93BzVTh( zjq|_Zsz2*dopZU>G(1SRWXLrQ4&GFKE5PRZ{HB+ruPeEF6u}s5c)|so!gHSo$zjU#NZjad(_m-iL#`AaO z)Gw&n$~2H66Zb6Hdar}sfmIYQJ#})4IesV$PT)s9PbFSV(JyVT|3A!V+RK|^tLiMQ z#{!S3b!ssp_;SV@yYFsmd8MSi&EkhB(6Hl&K~B38t88%iUCJ!_h|k?lIWwfU@R%Oe zCrmT?&)@%{F0>RX7g)loHm55n*KV+UAu;9D>&+;;r#~mMB;;}ecd?FOrf7w=?j;d( z@m#!B+MIR%1K)G*Tmvyg8~H21@X^+Q@ttUG^RSTWms2MyG=BG;?KWA{aR|_Vl$D&G z`GoMnL*5LM3s-^MAwoG?l>?H|Bz9?ePd_^0+RE7~_fm9IsD}>FM$E!KB$A}eS$-t@ zBZ}x17_5fFkfnhmQiQU0nvjJ^$gtb7RB7Jh`VR7)YxP2!>KQCvTZMJwUF|ot^z2qW zmdxEzzk#gK^^LDZBz#%HqboBxg<%M1H%Wx?Bnpp~xBHFZ{3vEquA4+a1Syx9kwBB9 zQGk$V@r7gC;_$!vISQU?A87>4h~UYo!ya#RXU`g{@ue&BP{)~z>~}csR_ zvTKOF0p{BSV9-_TAL*_O5Lx@G5uc5bbS0Y8H@=Jxej-P5Q`Df zTSBdK*2tQ7b1JyoA3+`pJ6xllAx#M%IGYC=(A*qwuxv=_sz&A)k8``G#{3EBI9PE+ z6|_y2!Kh_P8{I(%Msq7^11`t1AB4BRYSY{856euNpsBm05O~q$+s(rwkNLR|EFz42 zpGaYBFz%MhaMiVD*jl=m)!Qy5KavQPORkp_=bn6SOXQA|Xi<3DZI`pGhaH*=L7|ol zHF3HK`)i`FwX;v|cIE3YsRuHW9!>6BEWTqROAz8X*Lv`==>4B4&kTn9I9Zubdw5Hp8YTu0@HB^IiX2~X2Uk~CQQaLy^Sj$a9 zdqf;Q+88KL|3R4`ohaa3njrr%+5Qwzx9xe*>XsuxUJM$c;tKoROffo=(z7goOyZ8& z=Inh%$zXoF7-sXR0w!P|XBMkt{M&|g{5fzGh&a~!_FZ5mEWk%Y=FMfdhz7?!^S^Ptk{Ov7pGcg9+dM_th_@{mUUk3m;2>E zpbLbKGu`(82a@?RfQ-Us4aQxTf_3rR7DUMA&GK+zkKTvA_r4=9wDzo4$b4f$a3@3S zWWKc{s)$kPG38hIVdQ@V2NJKB#{eI6IgNbbO6;tcO03`Dc%{FDk-+O3QWjI#oKLM8 zCk-Fn@f`D{wGmNwh2iY}hm$SCF^$=}TY`O>h;v-~_psu^!vCZUIkCOL^#JZjp>H%p zG$F|&PbpoMKpIXVdRcSu2@MbBOzFafzi})08%eb15KA_RA~%DAdF2}^02X5Z7clgk z7pdw8S%cQkx^}3{Tu$Y^-Bd}%Zb;3vR{G=x)u+55G=bXPQV^mOWDY~mhg3nV<>^S% zX2e-`fjNSe`%E$3NTd)4qmqONuE@QYbk$W}F>y6Z9e3ujc~4x{ICarg`}iHMms!oC z+rWiw;CLr?jhR?|3 zinQ-cnzLk?zu&&?{Hw>L(dALJP-N-GZV`*Q6HPK5hw)o~)q>46S0)9m@clQg4M2Qv z2BlGbC~7>$%hC(Rz{(XQZ>21}ZOP|QR$b*}1$-32YDU;U6$LsUDc*|L(dZKB%=<6>NqNiCPM@i1v>n{b}5)?Iz7f!uaG9olx`92*`O`E;oPwK;T6I87USzmB#j z`J+rUl()WZ#6FuL*N`qJ7R`x+iq`lY#SjBKblp{a2GI`#=i|dM8f!6+lw?>5nxV%^ zX6Ttu5>?SUMIopz1q-4aJ$eDueF$qx>po zy|zQDsuK#H`$3HYEM<~_DKsvT zm zHA!0yk1@2FA~JFsp3b9Brk!!Wc{nhNr@H6W%nJkP+fyo-t2;1V3*JHI)c5Xq23fK% zCjJsY57Mc;8wNS)%A6Hq`F`@W^G25A{$l#g&*SQ3c29*NX99VzKE-v9NPA5-n?a!W zp92Sk{- zH0m89v`O}1&?7gfX_u9IZ@3^0PXnHqV}T+ke!bTcz>_dp?Id&4rprB7;d(;~7jxV| zcS8}2k0i#_7Nh9RDK%Tr9_aHh!lu|IOixM!MPsVh*tXqvZgxNiQgoF+e;DcxyFFxO zM$Au(8c+;?PikqX5bKp@tgCnVRiK-lPnA5q;8j?b(vptpxP|Z0`QAQCdED@XdZg8)6`ga*t65 zs>?*mG(aOl82avY1xWfEjZ^rH-@$N#Yauag^eluU0QN9~wzFkUCZSA3gi2+-1^W2k zU0q$?1E_#DBD>v3}axWxdcjsrvoR*84Z zu40+oePpG^bFAVOb;sYl0^r4?u44#q`JU*nU3sT9nQx)t8AA+tSwkYF80$FV$IQ~9{&DRBP3@>|W*>#UIz(PQ$EU7V zypc=?&fJGz_Q1WE-|gH>@$ptj0^`pQG@cF8I{D;n!Wl_kKdc##&f`62T~vZl3wotd zBoRG?qi}=i1z0N%f)bEhd53-u{Yk?|<*=U527f8r>qtkSq@8iJ;)Ee$Y1IWwb{IdN`dw+O&u=-M)f){w2ayPt={VjU5vcmc zos0$sX|Jq z|0vsL)4B9Yf1QVbMrg(RCSdQndViiTfvG@pyL)ACu2M-?r4THz4ELdPBqn_vAD)Y zwKfpbWCtRrZflUotPeZ@QAxrT#e@~vWTeBC`%*359IZ8fuc$DD|0^g}1LE5g%^U$| zb}~=&A;cL?@(dK0XWl?CKOlbPqt_g87+NQgEHZUYXowm6CzBlZ_~diTY*K#ax!Y?6 zHs;Z=QD*!#j$}4+B>nu!M-NMpgfv3Gwrqvwc-E^sSj}c0BC!^C-mIiT`2Tzk( zsx%bzlUDX9k(_vuAHJa%vCtcY2sjO~YaDA8hj6W^Dj!saI9@Ajrc{{0n|s+b`QWL1 z_?g8W9y`t5f;D&!vY*He%JaNXLHn9``HvJKSvn_9dqESkJx2BrYPoLQ8&KIgxHX7l z26Ro=^qbwS#<%HB!#ZSFE^A@B;AV}lJOIr@z&h2Cih6rvw79TAwP76HuFJ&Z&!boa zek(F$0VM@q8-XelZ`-ajxsqFI=1iAOM|8%PPn-81_+=h`@wO0aZGTOWiJqd!GW=B* zh?;^e7FtM30?y>Rar7|GLCd&{aJx!HfGofK>IXL=E@*4hBl;>Dn=zqC3$w!tFGZke zbNL35%@2{)dEIJSff@K5uZ2@^Gt;7(^%$R(2O0;6KW_FqI#{vsvV?&X(W^ow4(0Uw zz9Ad;ND}^aGBy^<$Y0cB(C3n`q@s%Vj&dO}S%jijAbGWOHis+3XsxJ+3_8(b;x6T` zVf5Oni$jU)E$|h~{mepzu{AxstvL?s7VI`e1A*<~>8pL0$y(($%9fcURnWs2rv-QT zYMeBtJoMf3^L9PhD8{1n^NkgqW3ZD>?)YmOlb#DJAPDOZ(J2MY%Y*UQquO|`+PuFTC9aSb5J&2R9jIW=meSo2Q}ASEX-xIw zeeb^UbFQ9Q;Qo@wA<;iW$#1Y+fl89-2h zutfY8;tryL5qn}_J?Gg0(`HSQn!T+c=D9_v1(;fS4vXWPA{C6d+8*p4(c=l4~ zd#C#C@y^8e#p-aI8svLFu>SnCt1A9Iez`Ikfd>1F)e({}Rs>(w>E$mM;{x98Qf zZ%>y4;{SHfULFQG#Gf~dseP&b{cSPjushsuFRw4}(Pc()O;W#f7k_@?_;!Dn{q4czwVaW<&#U74QV99Y{{fOq0Nwxq diff --git a/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.tex b/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.tex index 1afbcfa2..72f7518f 100644 --- a/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.tex +++ b/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.tex @@ -19,7 +19,6 @@ \department{Fachbereich Informatik} \group{Telekooperation} \dateofexam{\today}{\today} - \tuprints{12345}{1234} \makethesistitle %Eigenständige Arbeit Text \affidavit{Ulf Gebhardt} diff --git a/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.toc b/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.toc index 4bca6860..194b4172 100644 --- a/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.toc +++ b/ss2013/Bachelor Thesis/thesis_ug/TUDthesis.toc @@ -1,25 +1,25 @@ \contentsline {section}{\numberline {1}\"Ubersicht}{2} -\contentsline {section}{\numberline {2}Abstract}{2} -\contentsline {section}{\numberline {3}Einleitung}{2} +\contentsline {section}{\numberline {2}Abstract}{3} +\contentsline {section}{\numberline {3}Einleitung}{3} \contentsline {section}{\numberline {4}Daten}{3} \contentsline {subsection}{\numberline {4.1}Aufbereitung der Daten}{3} -\contentsline {subsubsection}{\numberline {4.1.1}CSV parsen}{3} -\contentsline {subsubsection}{\numberline {4.1.2}Geographischer Ausschnitt der Daten}{3} -\contentsline {subsubsection}{\numberline {4.1.3}Aufbereitung der Abbiegewahrscheinlichkeiten}{3} -\contentsline {section}{\numberline {5}Modell}{3} +\contentsline {subsubsection}{\numberline {4.1.1}CSV parsen}{4} +\contentsline {subsubsection}{\numberline {4.1.2}Geographischer Ausschnitt der Daten}{4} +\contentsline {subsubsection}{\numberline {4.1.3}Aufbereitung der Abbiegewahrscheinlichkeiten}{4} +\contentsline {section}{\numberline {5}Modell}{4} \contentsline {subsection}{\numberline {5.1}Modell als Graph}{4} \contentsline {subsection}{\numberline {5.2}Modell als Matrix}{4} \contentsline {section}{\numberline {6}Berechnung}{4} \contentsline {subsection}{\numberline {6.1}Das Zeitproblem}{4} \contentsline {subsection}{\numberline {6.2}Ans\"atze}{4} \contentsline {subsubsection}{\numberline {6.2.1}Markov-Ketten HMM}{4} -\contentsline {subsubsection}{\numberline {6.2.2}Neuronale Netze}{4} -\contentsline {subsubsection}{\numberline {6.2.3}Gleichungssystem}{4} -\contentsline {subsection}{\numberline {6.3}Lineares Gleichungssystem}{4} -\contentsline {subsubsection}{\numberline {6.3.1}Gleichungen innerhalb einer Kreuzung}{4} -\contentsline {subsubsection}{\numberline {6.3.2}Gleichungen zwischen Kreuzungen}{4} -\contentsline {section}{\numberline {7}Visualisierung}{4} -\contentsline {subsection}{\numberline {7.1}Visualisierung des Graphen}{4} +\contentsline {subsubsection}{\numberline {6.2.2}Neuronale Netze}{5} +\contentsline {subsubsection}{\numberline {6.2.3}Gleichungssystem}{5} +\contentsline {subsection}{\numberline {6.3}Lineares Gleichungssystem}{5} +\contentsline {subsubsection}{\numberline {6.3.1}Gleichungen innerhalb einer Kreuzung}{5} +\contentsline {subsubsection}{\numberline {6.3.2}Gleichungen zwischen Kreuzungen}{5} +\contentsline {section}{\numberline {7}Visualisierung}{5} +\contentsline {subsection}{\numberline {7.1}Visualisierung des Graphen}{5} \contentsline {subsection}{\numberline {7.2}Visualisierung des Graphen mit Geoinformationen}{5} \contentsline {section}{\numberline {8}Validierung}{5} \contentsline {subsection}{\numberline {8.1}Testdatenmenge}{5} diff --git a/ss2013/Bachelor Thesis/thesis_ug/daten.tex b/ss2013/Bachelor Thesis/thesis_ug/daten.tex index c06b5e8c..ea58de15 100644 --- a/ss2013/Bachelor Thesis/thesis_ug/daten.tex +++ b/ss2013/Bachelor Thesis/thesis_ug/daten.tex @@ -1,11 +1,14 @@ -Als Datenbasis werden die Induktionsschleifen Sensor Daten der Stadt Darmstadt genutzt. Die gültigkeit dieser Daten wird Vorrausgesetzt. +Als Datenbasis werden die Induktionsschleifen Sensor Daten der Stadt Darmstadt genutzt. Die Gültigkeit dieser Daten wird vorausgesetzt. Diese Daten werden im Minutentakt von den Sensoren in der Straße gesammelt und stehen uns als csv Dateien zur Verfügung. \\ -Abbiegewahrscheinlichkeiten an den einzelnen Sensoren. Diese Daten wurden im Auftrag der Stadt Darmstadt erhoben. Die Daten sind auf alle -vorhandenen Zählungen(Video) gemittelt. +Abbiegewahrscheinlichkeiten an den einzelnen Sensoren. Diese Daten wurden im Auftrag der Stadt Darmstadt erhoben. Die Daten sind auf alle vorhandenen Zählungen(Video) gemittelt. +In diesem Kapitel wird die Handhabung der Daten beschrieben und welche Schritte durchzuführen sind um diese nutzbar zu machen. Um die Problemstellung zu vereinfachen wurden nicht alle Kreuzungen betrachtet, sondern nur ein Teil der Stadt Darmstadt. Diese geographische Vorgabe führt dazu, dass die zu betrachtende Datenmenge wesentlich kleiner wird.\\ +[BILD MIT AUSSCHNITT]\\ + + \\ Abbiegewahrscheinlichkeiten von Michael Scholz. Wurden duch Lösung des Kreuzungsgleichungssystem bestimmt.Dabei werden die Ausgänge auf die Eingänge -der nächsten kreuzung gemappt und das ergbniss über einen Zeitraum gemittelt. +der nächsten kreuzung gemappt und das Ergbniss über einen Zeitraum gemittelt. \\ Sensorwerte der Induktionsschleifen von der Stadt Darmstadt \\ Abbiegewahrscheinlichkeiten an den einzelnen Sensoren von der Stadt Darmstadt in Auftrag gegeben - videoüberwachung, zählung, mittelung \\ @@ -15,8 +18,10 @@ Induktionsschleifen: Die Induktionsschleifen messen wie viele Autos über sie hinweg gefahren sind in einem gegebenen Zeitraum(count). Und sie messen wie lange sie belegt waren(load). Die Sensoren sind fest in der Straße verankert. \subsection{Aufbereitung der Daten}{ - Um mit einem Programm schneller und einfacher auf Die Daten zuzugreifen habe ich diese in einen sql Server gespeichert. Dafür müssen die csv dateien interpretiert werden und der relevante Teil extrahiert. Die abbiegewahscheinlichkeiten kommen als PDF. Michael Scholz hat dieses in SQL überführt. + Um mit einem Programm schneller und einfacher auf Die Daten zuzugreifen bietet es sich an diese in einen Datenbank Server abzuspeichern. Dafür müssen die csv dateien interpretiert und der relevante Teil extrahiert werden. Die Abbiegewahscheinlichkeiten kommen als PDF. \subsubsection{CSV parsen}{ + [BESCHREIBUNG DER CSV] + [BECHREIBUNG DES PARSENS] wie sieht so ein csv aus was muss getan werden um das ins sql format zu überführen } @@ -26,9 +31,20 @@ Die Induktionsschleifen messen wie viele Autos über sie hinweg gefahren sind in Ich habe den untersuchten Bereich auf eine handvoll Kreuzungen reduziert,(Ministadt) um das Betrachtete möglichst übersichtlich zu halten. - Extraktion anhand der Kreuzungsnamen + Extraktion anhand der Kreuzungsnamen + + Die Wahl des Ausschnitts richtete sich insbesondere nach Abdeckung der Sensorik(viele Sensoren) und sog. Sonderfällen, Kreuzungen, welche sich von 'normalen' Kreuzungen unterscheiden. + + Der gewählte Ausschnitt enthält: + 1. 2 Einbahnstraßen (Bild mit Markierung) + 2. Mischspuren (Bild mit Markierungen) + 3. Seitenstraßen ohne Sensorik } \subsubsection{Aufbereitung der Abbiegewahrscheinlichkeiten}{ + Die Abbiegewahrscheinlichkeiten kommen in PDF Form und müssen entsprechend aufbereitete werden. Zu diesem Zweck schreibt man diese Werte ebenfalls in einen Datenbank Server um einfacher darauf zugreifen zu können. + + Umrechnung der Werte, Sonderfälle, Mischsensoren, minus? + Um diese Daten zu verwerten, müssen die Daten auf die Kanten, des jeweiligen Sensors gematched werden. Da das Modell der Stadt nur die Sensoren betrachtet müssen die Ausgangsknoten, auf die ein Sensor zeigt berechnet oder manuell eingetragen werden. Sonderfälle, Sensoren bei denen das nicht geht, doppelmisch Sensoren.... } diff --git a/ss2013/Bachelor Thesis/thesis_ug/einleitung.tex b/ss2013/Bachelor Thesis/thesis_ug/einleitung.tex index 70c9599c..b2fc7afa 100644 --- a/ss2013/Bachelor Thesis/thesis_ug/einleitung.tex +++ b/ss2013/Bachelor Thesis/thesis_ug/einleitung.tex @@ -1,3 +1,9 @@ +Die zunehmende Masse an Autos auf den Straßen wird zunehmend zu einem Problem. Aus diesem Grund ist die Analyse und Optimierung des Verkehrs ein wichtiger Bestandteil der Arbeit der Verkehrsämter. Moderne Ampelanlagen und Sensorik in der Straße erlaubt es heute eine solche Analyse durchzuführen und den Verkehr zu untersuchen.\\ +Die Stadt Darmstadt hat in vielen ihrer Kreuzungen sog. Induktionsschleifen integriert. +[ERKLÄRUNG INDUKTIONSSCHLEIFE] +Diese Induktionsschleifen messen, wie viele Autos über den Sensorbereich gefahren sind, und wie lange der Sensor belegt war[Auto steht drauf]. Die Problematik die sich auftut ist, dass nicht alle Straßen und Kreuzungen mit Induktionsschleifen ausgestattet sind. Man möchte aber gegebenenfalls Verkehrswerte für diese nicht bekannten Bereiche wissen, oder von einem Messpunkt auf die Belegung der Straße schließen können. +Die Stadt Darmstadt stellte ihre Sensordaten auf Anfrage zur Verfügung. Diese Arbeit beschäftigt sich mit der Auswertung dieser Daten und untersucht inwieweit der Verkehr anhand dieser Daten 'rekonstruiert' werden kann und mit welcher Genauigkeit. + In der Stadt Darmstadt werden Induktionsschleifen vor den Ampelschaltungen verwendet, um die Kreuzung nach Verkehrsaufkommen zu steuern. Dabei ist jede Kreuzung autak und bezieht keine Sensorinformationen der Nachbarkreuzungen mit ein. Die Sensoren messen\\ diff --git a/ss2013/Bachelor Thesis/thesis_ug/uebersicht.tex b/ss2013/Bachelor Thesis/thesis_ug/uebersicht.tex index bcb6fd92..b90940af 100644 --- a/ss2013/Bachelor Thesis/thesis_ug/uebersicht.tex +++ b/ss2013/Bachelor Thesis/thesis_ug/uebersicht.tex @@ -1,3 +1,12 @@ +In Ballungsgebieten, vornehmlich Städten, steigt die Anzahl der Verkehrsteilnehmer. +Insbesondere die Anzahl der Autos ist in den letzten Jahren drastisch gestiegen[ZITAT] +und von [ZITAT] wird prognostiziert, dass dieser Trend anhalten wird[ZITAT].\\ +Diese zunehmende Belastung wirkt sich auf die Straßen und auf den Verkehr aus.[ZITAT]\\ +In dieser Arbeit wird untersucht in wieweit man durch Verkehrsdaten, welche mithilfe von Induktionsschleifen auf den Straßen erfasst wurden, den Verkehr voraussagen und Straßenbelastungen berechnen kann. Hierfür wurde ein Modell der Straße entwickelt und verschiedene Berechnungsansätze diskutiert. \\ +Dabei ist der zeitliche Versatz zwischen den Straßenkreuzungen und die unbekannte Geschwindigkeit der Autos die größte Herausforderungen.\\ +Mithilfe von Linearen Gleichungssystemen konnten Belastungen und Verkehrsaufkommen auf dem untersuchten Gebiet berechnet werden. Diese Berechnung kann Grundlage für moderne, selbst regelnde Verkehrssysteme sein oder als Grundlage für die Optimierung von Verkehrssystemen dienen. Außerdem erlaubt dieses Modell einen 'Blick in die Zukunft', da Werte für die nahe Zukunft(1 Minute) mit hoher Genauigkeit[?] vorausgesagt werden können.\\ + + wenige datenpunkte, ganzes gebit sollte bekannt sein \\ stadt darmsatdt \\ verkehrsbelastung berechnen \\ diff --git a/ss2013/Bachelor Thesis/thesis_ug/validierung.tex b/ss2013/Bachelor Thesis/thesis_ug/validierung.tex index aa4fbe74..3e1484c1 100644 --- a/ss2013/Bachelor Thesis/thesis_ug/validierung.tex +++ b/ss2013/Bachelor Thesis/thesis_ug/validierung.tex @@ -1,5 +1,6 @@ \subsection{Testdatenmenge}{ -Um das Modell zu validieren kann man aus seiner bekannten Menge an Daten, in diesem Fall die Sensordaten, ein Teil auswählen, welcher nicht zur Berechnung verwendet wird. Dieser Teil wird nach der Berechnung mit den Ergebnissen der entsprechenden Sensoren verglichen. Ist die Abweichung groß, ist das berechnete Ergebniss(für diesen Sensor/Bereich) ein schlechtes. bestätigt sich dagegen der Sensorwert, kann von einem guten Ergebniss für diesen Bereich gerechnet werden.} +Um das Modell zu validieren kann man aus seiner bekannten Menge an Daten, in diesem Fall die Sensordaten, ein Teil auswählen, welcher nicht zur Berechnung verwendet wird. Dieser Teil wird nach der Berechnung mit den Ergebnissen der entsprechenden Sensoren verglichen. Ist die Abweichung groß, ist das berechnete Ergebniss(für diesen Sensor/Bereich) ein schlechtes. bestätigt sich dagegen der Sensorwert, kann von einem guten Ergebniss für diesen Bereich gerechnet werden. +Diese Vorgehen ist nicht möglich, da alle Sensorwerte zur Berechnung benötigt werden. Um die Daten zu validieren ist eine manuelle Verkehrszählung nötig.} \subsection{Verkehrszählung}{ Alternativ kann man ich auf die Straße stellen und Sensorwerte manuell zählen, bzw Ausgangsknoten. Problem dieser Methode ist zum einen der Aufwand(das muss ein Mensch machen und kann nicht von einer Maschine übernommen werden) zum anderen, dass ich davon ausgehe, das ein Verkehrsverhalten sehr stark von der Uhrzeit und dem Tag der Messung abhängig ist. Deshalb ist es nicht sicher ob eine solche Messung überhaupt Aufschluss auf Daten aus der Vergangenheit bietet.} \ No newline at end of file