From 99f1d7fb77f6847748964f3c59bcbf8d39e1a9de Mon Sep 17 00:00:00 2001 From: tillraab Date: Thu, 11 Oct 2018 20:53:18 +0200 Subject: [PATCH] included some figure descriptions. --- tex/main.aux | 62 +++++++++--------- tex/main.log | 150 ++++++++++++++++++++++++-------------------- tex/main.out | 2 +- tex/main.pdf | Bin 991684 -> 1003295 bytes tex/main.synctex.gz | Bin 29435 -> 45997 bytes tex/main.tex | 48 +++++++++----- 6 files changed, 145 insertions(+), 117 deletions(-) diff --git a/tex/main.aux b/tex/main.aux index 6e797f8..3d7a480 100644 --- a/tex/main.aux +++ b/tex/main.aux @@ -18,38 +18,38 @@ \providecommand\HyField@AuxAddToCoFields[2]{} \babel@aux{english}{} \@writefile{toc}{\contentsline {section}{Introduction}{1}{section*.1}} -\@writefile{toc}{\contentsline {section}{Materials and Methods}{1}{section*.2}} -\@writefile{toc}{\contentsline {subsection}{Field site}{1}{subsection*.3}} -\@writefile{toc}{\contentsline {subsection}{Field monitiring system}{1}{subsection*.4}} -\@writefile{toc}{\contentsline {subsection}{Extraction on EOD frequencies}{2}{subsection*.5}} +\@writefile{toc}{\contentsline {section}{Materials and Methods}{2}{section*.2}} +\@writefile{toc}{\contentsline {subsection}{Field site}{2}{subsection*.3}} +\@writefile{toc}{\contentsline {subsection}{Field monitiring system}{2}{subsection*.4}} +\@writefile{toc}{\contentsline {subsection}{Extraction of EOD frequencies}{2}{subsection*.5}} \@writefile{toc}{\contentsline {subsection}{Tracking of individual EODs}{2}{subsection*.6}} \@writefile{toc}{\contentsline {subsubsection}{$\Delta $-EODf (Electric organ discharge frequency difference)}{2}{subsubsection*.7}} -\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces Random caption\relax }}{2}{figure.caption.8}} +\@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces Spectrogram and part of EOD frequency traces from EOD signals of multiple fish including two EOD frequency traces crossing in the course of an EOD frequency rise. Single EOD signals marked in green and yellow form potential candidates to be connected to the EOD signal marked in black. The yellow and green bar represent the respective EOD frequency errors $\Delta f_0$ and $\Delta f_1$, as part of the tracking algorithm.\relax }}{3}{figure.caption.8}} \providecommand*\caption@xref[2]{\@setref\relax\@undefined{#1}} -\newlabel{dEODf}{{1}{2}{Random caption\relax }{figure.caption.8}{}} -\@writefile{toc}{\contentsline {subsubsection}{$\Delta $-F (Field difference)}{2}{subsubsection*.9}} -\@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces Random caption\relax }}{3}{figure.caption.10}} -\newlabel{dField}{{2}{3}{Random caption\relax }{figure.caption.10}{}} +\newlabel{dEODf}{{1}{3}{Spectrogram and part of EOD frequency traces from EOD signals of multiple fish including two EOD frequency traces crossing in the course of an EOD frequency rise. Single EOD signals marked in green and yellow form potential candidates to be connected to the EOD signal marked in black. The yellow and green bar represent the respective EOD frequency errors $\Delta f_0$ and $\Delta f_1$, as part of the tracking algorithm.\relax }{figure.caption.8}{}} +\@writefile{toc}{\contentsline {subsubsection}{$\Delta $-F (Field difference)}{3}{subsubsection*.9}} \@writefile{toc}{\contentsline {subsubsection}{Error values composed from $\Delta $-EODf and $\Delta $-Field}{3}{subsubsection*.11}} -\@writefile{toc}{\contentsline {subsubsection}{Frequency error determination}{3}{subsubsection*.13}} -\@writefile{toc}{\contentsline {subsubsection}{Field error determination}{3}{subsubsection*.14}} -\@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces Random caption\relax }}{4}{figure.caption.12}} -\newlabel{rel_errors}{{3}{4}{Random caption\relax }{figure.caption.12}{}} -\@writefile{toc}{\contentsline {subsubsection}{Total error definition}{4}{subsubsection*.15}} -\@writefile{toc}{\contentsline {subsubsection}{Assign temporal EOD frequency traces}{4}{subsubsection*.16}} -\@writefile{toc}{\contentsline {subsubsection}{Running connection}{5}{subsubsection*.19}} -\@writefile{toc}{\contentsline {section}{Results}{5}{section*.21}} -\@writefile{toc}{\contentsline {subsection}{d-EODf and d-Field of same identity signals vs. non-same identity signals}{5}{subsection*.22}} -\@writefile{toc}{\contentsline {subsection}{Roc analysis}{5}{subsection*.25}} -\@writefile{lof}{\contentsline {figure}{\numberline {4}{\ignorespaces Random caption\relax }}{6}{figure.caption.17}} -\newlabel{tmp_idents}{{4}{6}{Random caption\relax }{figure.caption.17}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {5}{\ignorespaces Random caption\relax }}{7}{figure.caption.18}} -\newlabel{error_matrix}{{5}{7}{Random caption\relax }{figure.caption.18}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {6}{\ignorespaces Random caption\relax }}{8}{figure.caption.20}} -\newlabel{running_connection}{{6}{8}{Random caption\relax }{figure.caption.20}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {7}{\ignorespaces Random caption\relax }}{9}{figure.caption.23}} -\newlabel{Field_error_shift}{{7}{9}{Random caption\relax }{figure.caption.23}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {8}{\ignorespaces Random caption\relax }}{9}{figure.caption.24}} -\newlabel{EODf_error_shift}{{8}{9}{Random caption\relax }{figure.caption.24}{}} -\@writefile{lof}{\contentsline {figure}{\numberline {9}{\ignorespaces Random caption\relax }}{10}{figure.caption.26}} -\newlabel{ROC}{{9}{10}{Random caption\relax }{figure.caption.26}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {2}{\ignorespaces Electric field properties deducted from EOD frequency power on different electrodes of potential partners in the course of tracking, respective to fig.\ref {dEODf}. Field properties on the left (green and yellow signal in fig.\ref {dEODf}) are compared to the field properies on the right (black signal in fig.\ref {dEODf}). The centered top field difference results from the substraction of the field properties of the green and black signal in fig.\ref {dEODf}, the centered bottom respectively the difference between the yellow and black signal. $\Delta field_0$ and $\Delta field_1$ represent the mean-square error of the respective difle differences.\relax }}{4}{figure.caption.10}} +\newlabel{dField}{{2}{4}{Electric field properties deducted from EOD frequency power on different electrodes of potential partners in the course of tracking, respective to fig.\ref {dEODf}. Field properties on the left (green and yellow signal in fig.\ref {dEODf}) are compared to the field properies on the right (black signal in fig.\ref {dEODf}). The centered top field difference results from the substraction of the field properties of the green and black signal in fig.\ref {dEODf}, the centered bottom respectively the difference between the yellow and black signal. $\Delta field_0$ and $\Delta field_1$ represent the mean-square error of the respective difle differences.\relax }{figure.caption.10}{}} +\@writefile{toc}{\contentsline {subsubsection}{Frequency error determination}{4}{subsubsection*.13}} +\@writefile{toc}{\contentsline {subsubsection}{Field error determination}{4}{subsubsection*.14}} +\@writefile{lof}{\contentsline {figure}{\numberline {3}{\ignorespaces Determination of relative field and EOD frequency errors. Up: All possible field errors of signals within a time window of 30\tmspace +\thinmuskip {.1667em}s (3 $\times $ compare range) showing a maximum EOD frequency differen of 10\tmspace +\thinmuskip {.1667em}Hz were colected as possible field error distribution. Its cumulative sum histogram is displayed in red. Relative field errors for both, $\Delta field_0$ and $\Delta field_1$, are difined as the proportion of possible field errors smaller than the respective field errors. Smaller field errors result in smaller relative field errors and, thus, increase the likelihood of two signals belonging to one identity. Down: Relative frequency errors are calculated based on a boltzmann function. Relative frequency errors above 1\tmspace +\thinmuskip {.1667em}Hz already represent a special event within a EOD frequency trace and, thus, result in the maximum relative frequency error.\relax }}{5}{figure.caption.12}} +\newlabel{rel_errors}{{3}{5}{Determination of relative field and EOD frequency errors. Up: All possible field errors of signals within a time window of 30\,s (3 $\times $ compare range) showing a maximum EOD frequency differen of 10\,Hz were colected as possible field error distribution. Its cumulative sum histogram is displayed in red. Relative field errors for both, $\Delta field_0$ and $\Delta field_1$, are difined as the proportion of possible field errors smaller than the respective field errors. Smaller field errors result in smaller relative field errors and, thus, increase the likelihood of two signals belonging to one identity. Down: Relative frequency errors are calculated based on a boltzmann function. Relative frequency errors above 1\,Hz already represent a special event within a EOD frequency trace and, thus, result in the maximum relative frequency error.\relax }{figure.caption.12}{}} +\@writefile{toc}{\contentsline {subsubsection}{Total error definition}{5}{subsubsection*.15}} +\@writefile{toc}{\contentsline {subsubsection}{Assign temporal EOD frequency traces}{6}{subsubsection*.16}} +\@writefile{toc}{\contentsline {subsubsection}{Running connection}{6}{subsubsection*.19}} +\@writefile{lof}{\contentsline {figure}{\numberline {4}{\ignorespaces ---\relax }}{7}{figure.caption.17}} +\newlabel{tmp_idents}{{4}{7}{---\relax }{figure.caption.17}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {5}{\ignorespaces Pre sorting of EOD signals into temporal identities. A-C: Detected origin signals within a 30\tmspace +\thinmuskip {.1667em}s time window can be assigned to target signals with a maximum time lag of 10\tmspace +\thinmuskip {.1667em}s. Signals are assigned to each other based on their respective error values. The resulting temporal identity traces are formed based on the lowest possible error values. D: Error values of possible origin signals and target signals sorted by their temporal occurance. E: Eror values of possible origin signals and target signals sorted by their temporal identity. Only every second identity is displayed indicated for plotting reasons.\relax }}{8}{figure.caption.18}} +\newlabel{error_matrix}{{5}{8}{Pre sorting of EOD signals into temporal identities. A-C: Detected origin signals within a 30\,s time window can be assigned to target signals with a maximum time lag of 10\,s. Signals are assigned to each other based on their respective error values. The resulting temporal identity traces are formed based on the lowest possible error values. D: Error values of possible origin signals and target signals sorted by their temporal occurance. E: Eror values of possible origin signals and target signals sorted by their temporal identity. Only every second identity is displayed indicated for plotting reasons.\relax }{figure.caption.18}{}} +\@writefile{toc}{\contentsline {section}{Results}{8}{section*.21}} +\@writefile{toc}{\contentsline {subsection}{d-EODf and d-Field of same identity signals vs. non-same identity signals}{8}{subsection*.22}} +\@writefile{lof}{\contentsline {figure}{\numberline {6}{\ignorespaces Running connection. A: Temporal identities assigned via lowest error value connections. The black and grey bars together indicate the whole data snippet temporal identities have been assigned before. Connections within the grey areas are assumed to be unsteady since signals within compare range but outside the gray are could point to those signals as well but are neglected in this particular temporal identity assignment. Connections within the black bar area indicate valid connections since every signal possible connected to those signals lie within the temporal assignment range. B: Already assigned identities, i.e. potential connection partners for the temporal identities to assigne, are shown. C: The yellow and green signals (already discussed in fig. \ref {dEODf} and fig. \ref {dField}) represent the origin signals of the respective identities to best fit to a signal of one temporal identity, indicated in black. The yellow-to-black error is lower than the green-to-black error. D: Signals of temporal identities got assigned to signals of already assigned identities based on their lowest error value to each other.\relax }}{9}{figure.caption.20}} +\newlabel{running_connection}{{6}{9}{Running connection. A: Temporal identities assigned via lowest error value connections. The black and grey bars together indicate the whole data snippet temporal identities have been assigned before. Connections within the grey areas are assumed to be unsteady since signals within compare range but outside the gray are could point to those signals as well but are neglected in this particular temporal identity assignment. Connections within the black bar area indicate valid connections since every signal possible connected to those signals lie within the temporal assignment range. B: Already assigned identities, i.e. potential connection partners for the temporal identities to assigne, are shown. C: The yellow and green signals (already discussed in fig. \ref {dEODf} and fig. \ref {dField}) represent the origin signals of the respective identities to best fit to a signal of one temporal identity, indicated in black. The yellow-to-black error is lower than the green-to-black error. D: Signals of temporal identities got assigned to signals of already assigned identities based on their lowest error value to each other.\relax }{figure.caption.20}{}} +\@writefile{toc}{\contentsline {subsection}{Roc analysis}{9}{subsection*.25}} +\@writefile{lof}{\contentsline {figure}{\numberline {7}{\ignorespaces Random caption\relax }}{10}{figure.caption.23}} +\newlabel{EODf_error_shift}{{7}{10}{Random caption\relax }{figure.caption.23}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {8}{\ignorespaces Random caption\relax }}{10}{figure.caption.24}} +\newlabel{Field_error_shift}{{8}{10}{Random caption\relax }{figure.caption.24}{}} +\@writefile{lof}{\contentsline {figure}{\numberline {9}{\ignorespaces Random caption\relax }}{11}{figure.caption.26}} +\newlabel{ROC}{{9}{11}{Random caption\relax }{figure.caption.26}{}} diff --git a/tex/main.log b/tex/main.log index 9672590..088c23e 100644 --- a/tex/main.log +++ b/tex/main.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.14159265-2.6-1.40.18 (TeX Live 2017/Debian) (preloaded format=pdflatex 2018.7.9) 24 SEP 2018 13:40 +This is pdfTeX, Version 3.14159265-2.6-1.40.18 (TeX Live 2017/Debian) (preloaded format=pdflatex 2018.7.9) 11 OCT 2018 20:47 entering extended mode restricted \write18 enabled. %&-line parsing enabled. @@ -1043,175 +1043,189 @@ LaTeX Font Info: Font shape `T1/phv/b/it' in size <14.4> not available (Font) Font shape `T1/phv/b/sl' tried instead on input line 124. LaTeX Font Info: Font shape `T1/phv/b/sl' will be (Font) scaled to size 12.9599pt on input line 124. + [1 + +{/var/lib/texmf/fonts/map/pdftex/updmap/pdftex.map}] LaTeX Font Info: Font shape `T1/phv/bx/it' in size <12> not available -(Font) Font shape `T1/phv/b/it' tried instead on input line 129. +(Font) Font shape `T1/phv/b/it' tried instead on input line 130. LaTeX Font Info: Font shape `T1/phv/b/it' in size <12> not available -(Font) Font shape `T1/phv/b/sl' tried instead on input line 129. +(Font) Font shape `T1/phv/b/sl' tried instead on input line 130. LaTeX Font Info: Font shape `T1/phv/b/sl' will be -(Font) scaled to size 10.79993pt on input line 129. -LaTeX Font Info: Try loading font information for TS1+ptm on input line 130. +(Font) scaled to size 10.79993pt on input line 130. +LaTeX Font Info: Try loading font information for TS1+ptm on input line 131. (/usr/share/texlive/texmf-dist/tex/latex/psnfss/ts1ptm.fd File: ts1ptm.fd 2001/06/04 font definitions for TS1/ptm. ) LaTeX Font Info: Font shape `OT1/ptm/bx/n' in size <10.95> not available -(Font) Font shape `OT1/ptm/b/n' tried instead on input line 130. +(Font) Font shape `OT1/ptm/b/n' tried instead on input line 131. LaTeX Font Info: Font shape `OT1/ptm/bx/n' in size <8> not available -(Font) Font shape `OT1/ptm/b/n' tried instead on input line 130. +(Font) Font shape `OT1/ptm/b/n' tried instead on input line 131. LaTeX Font Info: Font shape `OT1/ptm/bx/n' in size <6> not available -(Font) Font shape `OT1/ptm/b/n' tried instead on input line 130. - [1 +(Font) Font shape `OT1/ptm/b/n' tried instead on input line 131. -{/var/lib/texmf/fonts/map/pdftex/updmap/pdftex.map}] Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `math shift' on input line 141. +(hyperref) removing `math shift' on input line 147. Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `\Delta' on input line 141. +(hyperref) removing `\Delta' on input line 147. Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `math shift' on input line 141. +(hyperref) removing `math shift' on input line 147. -<3.pdf, id=83, 568.76491pt x 341.1144pt> +<3.pdf, id=81, 568.76491pt x 341.1144pt> File: 3.pdf Graphic file (type pdf) -Package pdftex.def Info: 3.pdf used on input line 144. +Package pdftex.def Info: 3.pdf used on input line 150. (pdftex.def) Requested size: 500.484pt x 300.16595pt. LaTeX Font Info: Font shape `T1/phv/m/n' will be -(Font) scaled to size 8.99994pt on input line 145. +(Font) scaled to size 8.99994pt on input line 151. LaTeX Font Info: Font shape `T1/phv/bx/n' in size <10> not available -(Font) Font shape `T1/phv/b/n' tried instead on input line 145. +(Font) Font shape `T1/phv/b/n' tried instead on input line 151. LaTeX Font Info: Font shape `T1/phv/b/n' will be -(Font) scaled to size 8.99994pt on input line 145. +(Font) scaled to size 8.99994pt on input line 151. +LaTeX Font Info: Font shape `OT1/ptm/bx/n' in size <10> not available +(Font) Font shape `OT1/ptm/b/n' tried instead on input line 151. +LaTeX Font Info: Font shape `OT1/ptm/bx/n' in size <7.4> not available +(Font) Font shape `OT1/ptm/b/n' tried instead on input line 151. + +LaTeX Warning: `!h' float specifier changed to `!ht'. + +[2] Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `math shift' on input line 150. +(hyperref) removing `math shift' on input line 156. Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `\Delta' on input line 150. +(hyperref) removing `\Delta' on input line 156. Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `math shift' on input line 150. +(hyperref) removing `math shift' on input line 156. -<9.pdf, id=84, 568.76491pt x 398.2077pt> +<9.pdf, id=89, 568.76491pt x 398.2077pt> File: 9.pdf Graphic file (type pdf) -Package pdftex.def Info: 9.pdf used on input line 153. +Package pdftex.def Info: 9.pdf used on input line 159. (pdftex.def) Requested size: 500.484pt x 350.40562pt. LaTeX Warning: `!h' float specifier changed to `!ht'. -[2 <./3.pdf>] Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `math shift' on input line 159. +(hyperref) removing `math shift' on input line 165. Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `\Delta' on input line 159. +(hyperref) removing `\Delta' on input line 165. Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `math shift' on input line 159. +(hyperref) removing `math shift' on input line 165. Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `math shift' on input line 159. +(hyperref) removing `math shift' on input line 165. Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `\Delta' on input line 159. +(hyperref) removing `\Delta' on input line 165. Package hyperref Warning: Token not allowed in a PDF string (PDFDocEncoding): -(hyperref) removing `math shift' on input line 159. +(hyperref) removing `math shift' on input line 165. -<10.pdf, id=177, 568.76491pt x 398.2077pt> +[3 <./3.pdf>] +<10.pdf, id=185, 568.76491pt x 398.2077pt> File: 10.pdf Graphic file (type pdf) -Package pdftex.def Info: 10.pdf used on input line 164. +Package pdftex.def Info: 10.pdf used on input line 170. (pdftex.def) Requested size: 500.484pt x 350.40562pt. + LaTeX Warning: `!h' float specifier changed to `!ht'. -[3 <./9.pdf>] [4 <./10.pdf>] -<1.pdf, id=297, 568.76491pt x 682.22879pt> +[4 <./9.pdf>] [5 <./10.pdf>] +<1.pdf, id=305, 568.76491pt x 682.22879pt> File: 1.pdf Graphic file (type pdf) -Package pdftex.def Info: 1.pdf used on input line 185. +Package pdftex.def Info: 1.pdf used on input line 191. (pdftex.def) Requested size: 500.484pt x 600.33195pt. LaTeX Warning: `!h' float specifier changed to `!ht'. -<4.pdf, id=298, 568.76491pt x 341.1144pt> +<4.pdf, id=306, 568.76491pt x 341.1144pt> File: 4.pdf Graphic file (type pdf) -Package pdftex.def Info: 4.pdf used on input line 190. +Package pdftex.def Info: 4.pdf used on input line 196. (pdftex.def) Requested size: 500.484pt x 300.16595pt. LaTeX Warning: `!h' float specifier changed to `!ht'. -<2.pdf, id=299, 568.76491pt x 398.2077pt> +<2.pdf, id=307, 568.76491pt x 398.2077pt> File: 2.pdf Graphic file (type pdf) -Package pdftex.def Info: 2.pdf used on input line 200. +Package pdftex.def Info: 2.pdf used on input line 205. (pdftex.def) Requested size: 500.484pt x 350.40562pt. LaTeX Warning: `!h' float specifier changed to `!ht'. -<6.pdf, id=300, 568.76491pt x 341.1144pt> -File: 6.pdf Graphic file (type pdf) - -Package pdftex.def Info: 6.pdf used on input line 210. +[6] [7 <./1.pdf>] +<7.pdf, id=599, 568.76491pt x 341.1144pt> +File: 7.pdf Graphic file (type pdf) + +Package pdftex.def Info: 7.pdf used on input line 217. (pdftex.def) Requested size: 500.484pt x 300.16595pt. + LaTeX Warning: `!h' float specifier changed to `!ht'. -<7.pdf, id=301, 568.76491pt x 341.1144pt> -File: 7.pdf Graphic file (type pdf) - -Package pdftex.def Info: 7.pdf used on input line 215. +<6.pdf, id=600, 568.76491pt x 341.1144pt> +File: 6.pdf Graphic file (type pdf) + +Package pdftex.def Info: 6.pdf used on input line 224. (pdftex.def) Requested size: 500.484pt x 300.16595pt. LaTeX Warning: `!h' float specifier changed to `!ht'. -<12.pdf, id=302, 568.76491pt x 341.1144pt> +[8 <./4.pdf>] +<12.pdf, id=637, 568.76491pt x 341.1144pt> File: 12.pdf Graphic file (type pdf) -Package pdftex.def Info: 12.pdf used on input line 222. +Package pdftex.def Info: 12.pdf used on input line 236. (pdftex.def) Requested size: 500.484pt x 300.16595pt. + LaTeX Warning: `!h' float specifier changed to `!ht'. -Package atveryend Info: Empty hook `BeforeClearDocument' on input line 226. -[5] [6 <./1.pdf>] [7 <./4.pdf>] [8 <./2.pdf>] [9 <./6.pdf> <./7.pdf +Package atveryend Info: Empty hook `BeforeClearDocument' on input line 240. +[9 <./2.pdf>] [10 <./7.pdf> <./6.pdf -pdfTeX warning: pdflatex (file ./7.pdf): PDF inclusion: multiple pdfs with page +pdfTeX warning: pdflatex (file ./6.pdf): PDF inclusion: multiple pdfs with page group included in a single page ->] [10 <./12.pdf>] -Package atveryend Info: Empty hook `AfterLastShipout' on input line 226. +>] [11 <./12.pdf>] +Package atveryend Info: Empty hook `AfterLastShipout' on input line 240. (./main.aux) -Package atveryend Info: Executing hook `AtVeryEndDocument' on input line 226. -Package atveryend Info: Executing hook `AtEndAfterFileList' on input line 226. +Package atveryend Info: Executing hook `AtVeryEndDocument' on input line 240. +Package atveryend Info: Executing hook `AtEndAfterFileList' on input line 240. Package rerunfilecheck Info: File `main.out' has not changed. -(rerunfilecheck) Checksum: 8F4CBF7F2CCEEE70843AFA637D976178;1326. -Package atveryend Info: Empty hook `AtVeryVeryEnd' on input line 226. +(rerunfilecheck) Checksum: 8EA832DAD89430FBE7402CBDE19FF2F5;1326. +Package atveryend Info: Empty hook `AtVeryVeryEnd' on input line 240. ) Here is how much of TeX's memory you used: - 10439 strings out of 492982 - 148536 string characters out of 6134897 - 249736 words of memory out of 5000000 - 13794 multiletter control sequences out of 15000+600000 - 64541 words of font info for 91 fonts, out of 8000000 for 9000 + 10464 strings out of 492982 + 148866 string characters out of 6134897 + 256258 words of memory out of 5000000 + 13812 multiletter control sequences out of 15000+600000 + 74202 words of font info for 110 fonts, out of 8000000 for 9000 1143 hyphenation exceptions out of 8191 - 36i,6n,38p,1363b,357s stack positions out of 5000i,500n,10000p,200000b,80000s + 36i,7n,61p,1363b,438s stack positions out of 5000i,500n,10000p,200000b,80000s {/usr/share/texlive/texmf-dist/fonts/enc/dvips/base/8r.enc} -Output written on main.pdf (10 pages, 991684 bytes). +Output written on main.pdf (11 pages, 1003295 bytes). PDF statistics: - 897 PDF objects out of 1000 (max. 8388607) - 244 compressed objects within 3 object streams - 37 named destinations out of 1000 (max. 500000) + 908 PDF objects out of 1000 (max. 8388607) + 254 compressed objects within 3 object streams + 38 named destinations out of 1000 (max. 500000) 182 words of extra memory for PDF output out of 10000 (max. 10000000) diff --git a/tex/main.out b/tex/main.out index 5429bf1..7a99922 100644 --- a/tex/main.out +++ b/tex/main.out @@ -2,7 +2,7 @@ \BOOKMARK [1][-]{section*.2}{Materials and Methods}{}% 2 \BOOKMARK [2][-]{subsection*.3}{Field site}{section*.2}% 3 \BOOKMARK [2][-]{subsection*.4}{Field monitiring system}{section*.2}% 4 -\BOOKMARK [2][-]{subsection*.5}{Extraction on EOD frequencies}{section*.2}% 5 +\BOOKMARK [2][-]{subsection*.5}{Extraction of EOD frequencies}{section*.2}% 5 \BOOKMARK [2][-]{subsection*.6}{Tracking of individual EODs}{section*.2}% 6 \BOOKMARK [3][-]{subsubsection*.7}{-EODf \(Electric organ discharge frequency difference\)}{subsection*.6}% 7 \BOOKMARK [3][-]{subsubsection*.9}{-F \(Field difference\)}{subsection*.6}% 8 diff --git a/tex/main.pdf b/tex/main.pdf index e8e19f864410fe5c533db480325103e754d9c34f..a7d17861fb8b17d49838029dd30be42137b3226a 100644 GIT binary patch delta 71624 zcmZ5oby!s0*M%9nk?xev3Az!GRFoEwP7zT=$stuhLTW%7B%}qTMH-}2T2i`8Qof6? zjKAmmW1eU4d(ORgF=yR%H~TDTX_iV&k&a{oK}C?i&A>c}tmsCqW+8%C+nyox`oZtV zf)f`z*yT3-VTZ58Tpbhg!YH3B)yb?zr5C1cHET+T2}zO&%{@G|Ke?=oxZv`h)P zop0plju{MY-0<>_fEB*I3_!EQIa21CrAzmt;j{&a)LSb2Ql zwVs(*yaTS4>)omcOs_s23=JF5d_1MqP0>z3CnRb<=$dozZ_xLD`opdE$*M%fMW$n= z$#XFcqu{3lxDn3`nf(+O7u1gXi*54CizCjChYw5?QcQgwpVl~Kx6@;=@|{_B`YdEI zwbOJH8=h2L{z^gG?c27uQ@&v+*<&nM5|j4p(tnoPSC2mUXi67}jzL6@+@=QM<7-$y zwso~*hQdXJ1ifp@-X_nw>w`<6zyT5=a+>owZBE6iu z`(F9MoCT%@KE-Y0En!#I;U}E_$qSTvZKEZ|KQpVw9=P8@hdzJq~4>8hRJ3cPI7krd`OG3gHcv zp|{?$6%HZ`2(;Ic6f{gABCRC}zvv8ivcAbuUv|5;Mq0@S9GMoo2-?Jm?<$(XmG8H@ z32N0#@dQnyV&xrmifxUVZ*aml#vYlixY3?Le>@12tg)mW$0I>D+keH|d$SsrsIEnX z^N8>`@_y^1ksWQ00txwS#x3&~eNGUm*^i zF!`JkvR!Bvdntk*5hL85$hXQ2vPP-n-M@wYYihmiRn^NQo?izXiu#w%!mmw59?CCx}UVJ0(m&~EPq4ugR_h?B2wlXmv=qy^l^UPnC zEW~D%Axl{ppSh7WV4L5;91|9R#CqmT=(d(Jie4eJ^OfsxUZe3>8d6bEx3yOty=;rv zRZ26yn}@ewUQ0Ml}BT zVVL9w*X|dXdvQt}~WeP75DrFE|2bZ_xb z$)@Iv&V0zgHjq;7Ra7mNNqj}A&iVc}Id*4NG6ENe&B>U91Jpa9ks%2pck~$Irdg^c zI!cd}A4~Rng8ob60J3kra``J-R#E6gm$eGb=pE`41oX%_G!Fr{D>Ffsn z+0!usGILr|*QPJ=EpfOvrme~#Xa;@ThKHCm&8IYO?ftaMsPKUduVN|vCW5|*c)`~A z1wrn^2j!0*&8u0u4ZFB35ur+=-hEm1TLALF$Sx4(BAaw_-4=(T;) z8E!9AtWJ=w-Z7rV&iBl$H=og(s|~jC`irAjFfPcBTD3Axd@0%mRkXB+0nI^OfjN_~Ym1 z2__Xjuft=8u#P!5cn{GA2Cy>ZMYpD=<|IPtCn#A+J<7i`hThmVt(zuSHO(Y!wcmmM z^fCxlcvTtMsEMEbLa!~g*=S%^N@p=uVagaunv<7GAtUx}VfO2Gs(OX5bYp%Kl*L$bpv|%`Yy!vI z9>@^DgIj99$(2W9lB%IqP|YB=Ges^7&?BD7_F={~ftV~P0N$GrI6!Py9+y)kJe@qVSAC-|SgWo0U;sYDtu>3}QsjVVcJ z1$_1>q9t_eWk@&VT|)7d-6NMC?)=uJ2UVQ&Za)k%tbT zd8{w9ayM{|tu(~K+c376LqBY}rZK-|{np6l+!_dN!Cagc3&mMjGJEQ)7*ad*GExaX zWVcz9{d{~GlcmbQRIB7jh{LIC&^SL*vY@$W(b({TD0}lmfJ=NQ@k~+v zuq@jk{VKsCEp>sA*Sn!*R_Ye?a8^=%G@MY)wxZxuRSMkNWSJD$7n)|FXSE0-u!f4J zca1E^&UsqV{aNF@3b4t?j}ygoZr{oF^4%Mc-Y#g~bR_ z%!+D++@u$b zqy0!-nr!`}N{&@xmn6Q$Y(SsnN%Y;WbVF6()^`_+n(@WK@x57iiJf9Pr{&|D6QC({kl{C1hVRr3sQV@6|2$|3A*v6NR|NYe6&gA$KYEJ8w}^fQ%tZg{WX zLw;R#&Pl~PKXxeZ-Y7c6U{_0@IXJC5=+omoacGHk^iUPjN_tc@&I60Xr4(R5=6Eo? zyy)R#Gc4Q2)7A`lys&U;)8I!)5Oaf_;dlp~&T#RfewN=zC8bEWFo}&M$|y{*uF9LV zF*rh#0!wg;IEqC5T`ZzsXyoD3>hat2dtl+u8l>i~zZz!sKPZ(;CMfTw$Cg44#HAFB z%3j)k``Q`C8#@$Y_N-={7%R@MTCiS(ZJWrZrHF~*CFprOSn{P$Iu0Uw>+OWw`hiKg-L z=I!y@ad+vp@ha|=1|sI)+$)h@1;-P-MvIY5>Uu~u6rpFpym_;XLu8WrjjpeXjn=7) zvFX-J>esSQ&%~a@&{cU9=Wh9KLa2B4v7cH9H588)JR#&?6Kn2cX~=5vJCGUFUJocK zqze?mB#W5{EC2c-QXzCFDutx;-UkIdy$;ooxaGJ;NUl%l&*f=^f6-gcx82J2cp}Uv zdxM5^bXF(E$7BRmja!Psr>xC;U+a7tiBPX-0rsaYqg9Vpl zaQNjcyTUumJ|xO2h=2PW&l=LMR2&i^C5zd0{w`6D_&oanBhG+B^I(GXK}>JsC8?tv z_KxT1s=120eH^k8;p~}b+uTpJ#YE zlBI^kF$%ss6DG&sbXB(a7@zp|3GQs#7l9w*Ty^IN;CHr5IM{tCEINso=^Z@|SO^OJ z?^i;auBVeCJ6py5@7@O+_&Ohb*NW2ew3j?AT=ipRp|Om*izZZbdN|z*BEKpAcx?AA zE}t7!s5jUmap9GdkH_)u?p$qz_~aAH(SoJK_GXU0wW`h`O~Vqgx$&h>ljk&9lV2GT z?q(@GUb0d$PpHvOI0WZ2v_uV!T2$XXo|r?-?JF9`J~t5yZ0+aAgb*KZE&DnD$bUUE zCn!YBCE4duIlI}i#5b+uVuFU#dIZ{G7r?)9nkl7a^yr0Zl=8W!6navupj~N8awO>~ z6X$?YVfcey*09U>es+nUG8;b*Oq#T@h7R%F!v-Oa52Xo-jJ#4>#!~DZg4KBm=9tP6 zw2!&oN`-4W+ub-Oye)F5m*OEGlS-}LO;*_XX){MFT;=OGe2aYE`f<7_UrM=H*Byr9 z1=v2v-d zj|M{NY77ahhWbgS_eIR#trY!aS;rB^Lg1dCj@`RKex6yq3BhIMm8Cv>6|M3>=O>mA& z66u&IzfX$1ynU=nM2kSR z&rg0dDkEMeF4MKA_Z92dG28HKkK%tZW*Mc$xR~yfXk#-yBWSQssESv&Y;&9?v;Az_ zY#OYAvs6087r8V03$zRAE#-Oi3+^6u8I@BL_4;cZw}q*-y892myiOhm0&ipjdbU8+ zocdb3AF-URU5Lqtt%%O{H{P`K`p*y>P98txJ$lLdnXQ^xc~#$=_fm3K)x`z~!MxDh z$R(s4aI8{dDyUj~McwdB7OWrK&0V6G()JKpktBg#B#3>i2(pq>Z(;aC9d4kcl5X!a z>>xoCf!L`PyO~B*pLQoSSvu7pEyJDTXk|bCjkRYMv27%MH`bC8d`GINOv(TuVq4jv zueRSInbLOm$D6>XJoIqho!q9IqHSLH{N>-^ksoR>=d-*X6#Aep#TxK3CRbX5lEscj z%p#*fu-le?^BxIWGI83;TwVB(YQDE1)&jfb-InrCvrgQ1GPMlenj2T#)mtu=>o=&o%FEMW zqoby6?dC}E`h&N9&` zvEbcN3;#~C;yV`shU3vj{@SetXP!*^35yusxG=-{P9l=L&d_=%zZ~mXKOW+Sv?on& z>r2nX?sW?Hn{XT~?P>-6Rnc`G&Jb@)W8Lm_orr^*naeLo-=yggMmlC`FGzyK1OuEc zrGY}#;_ZCZLk#0PY2#t$kGNMDMp_YO70lrKt&Y8^)69z19zV}jDfBmLLi}aYwwEY~ ze-`6Ny36J5ZBZw4n{(1xmAG->(DhovHQ#71sj$K$4_ zexW@-a(zk}!H(2of$8vEdd~Dh@>hCv#G)XH(Qq@W0I?8dQ7}10hq^~%ZBxX>?Af>d z_RgS}{bytia9YO$y`t}Qx`+|+p`VfCMn9b;g`iDZoV4{X1C?Jl{xCtVHN99edjw|C zvb?DIg=J>JVij&6>9XWNgkTjdd_A?sVE*IVzLIn5{a(NAtcxbY;)ymjco9#>$V45D zgyeE(^pOvvYo(;a_`v*cdJDAkZRc{?=Ok4k*d5&Dd*ULL=z#+h3fimn+yVi2p_`7H zpxJ6^v+-5$pzO8FZEfM_2KD3Wvm$HGeYHdqa|6BuN%qmL(w&J5Zoe zi=vNT1&aoSW4ss8T+bX-9O^>UeccI7oqkREkY|@COB`DVU4`iBL3&-}Ed|m3iScy3 zTzhY9FV!!q;$5oIO3Das#bGpqO(!;$fiDVv)wEmYKPr85os^BnJ?Fn+DAZWh;L}^Y zat%*Y@>a^0Np|d8)tISRo%~3w%s=Yj;C-f!*YH@Kv3~-4O&iB87~@gn(kO4dF*!!G zBPO~Tq^m6qE5NQT`9w;daIAW%Ni^#9+2-b?XMz1*NG->U@mdqa;Y%4qL_e+b7cCjP z>H66ZtDJKWiAz4}{+Oaz)Oju0z0IKRlq3EqW~%OG-GHP*_K`Db7gfy9XM&+!2a_k- z;8UAST)f;t4?Vq#`XN{6aQakCY>#2zPmbrG?lk^Lm2*wN?R!&K_q99b1!MePlPqo1 z{06~eD3@m8bKEpCA^QErUB7Mf4Ct*BrF7B7Gl09s0?8i7J|mgW1As= zlo664goR*N$MFPJg@FP1-}q{h$bYe>5D<(0jj!g2UB_1g;@1f>2?Czyo~#4gqi=*9ag09N_bJ1b_oUApqb& zt|0)IhF&880%7Pi0w55EULybkVdymi1P}>BuMq%&F!UM$5C}uB5deWO^cn#W2t%(C zT%B?a05}774FEU+c71)K&G~z|>p8GLb1Iw3(ak?svJIl6 zGlHO^$elW@3orotIuQRGz=Zw;AYmACyAJC&00?qD0=*7ke*$Fo89Gt47as>wNRp5z zx{FU5BnGVn@KAt}w|}D({=XsE-=W}3bZ%tvFLb9^J`gujZXIM3TLt1l_OF91kmw)~ zPh}4u7z-V_aTW3if+^6EZWut=e}?`M9Z7--oMYCBj)ClhfYXu6Sis18D3}Tz$&U?O zWD*8;M>gYtB#=xVgyhKgYJ{@LySTudv<)mKbmS-=h!@%CN!WlC#s?0HY7&~EBYy)S zG7SUdf=nU=aaX2^g9*@)Q$)bb*<(;0a)20^sg+Ck2pyS40?Z`3PiTo0BLxm_`x2U< zBXw>7GaHVu1VO^0$T=-A4^s95lnx}7EP90R(UC83!9>VS1w#4?I(%yMt4S`3gj`53 zIdB&s7duB-yhuhP!d#>P8HfnUC<~@X?idl;gM`J9q*p(y2?)GhM2;x%Mc3I9+C0(@N zu)c?(9se@o^Dks-!KKf+)6L@;x*6Fbh4=;+!B{^&3&Gx-^mt$L5GLLxnC^PygAl%K zw=M?Dro@Mn9iF4bzkO55whTo0Jjx=SMu?O)e#*00KN_*Yv?8}+ZC^_lPNOj&oKx02)BEna0^;rTgl(Y5bnG_dnYO@y6aN6i_$c!XSjCH_e1q@1iU|7gDhZvat zjozWUM%+m+Pj%tMkR`)J18jV9ZGwqNk1;=qZb*w>>@VOI;UW51ac~+vqC?2NZXNqq zIeN)gU}A4eaIwN1L~pE?-EL)!Wr(pTD$NgGry0@LY_^-!%>0$CL~!(c*{V+Ad6n4W z8P@l_wFgi9^ZNYEvogiQ`^o&hNur69MyQ|Lxnh`Q4v0Qk1mSsnOFBHvkqd>(O|y;Qx5I z*Oj0hT2baHplBV;+b$v<>+c=;^EX7tS1TP9jZgm$rh-R5)P2cA&vdu7W%Vwf(5-<< zAA0VG{mvUTrr=t8d^mQbf}jSEMloP*543)3SE3QYb2D8K8p9sFp|Bx z_BUcs&@0#{K*FEQX)PSh8P7PrJa0o}Y2E4>=8a*Y1F)u3j9`M`5Z|B!;U}uTP-|vt z*C$WP#2$V>L};d9C?zQ}VD{{HuTI5ew$;|Bv)8dvgyzKI4StvE2eBT>m8EYS-DQX; zcxRVMLgkM|=PZVM!Z%JFo%bjYcT4xMdWmwD{2XmdF{l~F6*cUxWrOVI7856a=E$)B zID`H+@aPrQ9V@5Ut_W{1oPYKo9a}3ZcV8wl*;8MFB64l5F#;J?+H>HGJYg%X1LqU= z=J}X!hanACqP!^?^S42jnMk+Z&A8(ac6?z8Mu%!FB6l((3wtO9h$6`cce;K(ldh~I z-0Q-Ej4)JD2sZJ*1+OTqb_~N$LwlaiLR7QhQT@1t9ueV|kWq@Uv>Xif`xPO#Yx23< zo=cDKA-J4!d|kM2(#Jn~sji>*rty1UR$axpN+sFM(}g*-P)w#u!G?Bek3()5eY;#p z*V)rW$gahr*l9A}u&Syn-EhF0b-$9{*o`TT?rgT6I4NpP{NGsux>F_8hE+Wj`g2&G zG2(W;Bd^QQ?r9k|;Fe^OxZA&+6kYgLu~E|_Ertksp)&S(&3NXW1pQKXc7l|myi{c= zhq&w)e~{|3V1ymHfslEn*ecZfu86@y7NbN@h$H0}u`-UW=8(>21X8=~_$N&)_lqM2B*HyjohTq<_A_{z7zdk?wBu zd{`Ut91h2dN<1r@obd7Qk!(=gB6>P$w|Fv+Z5?C#+v<^G>iyJEwvU((0`gANIb8i7 z4~sFdytw)9f`fXvh>3iuhc)v9fl3U`b9M0(cJ8l-roJZ_ylM{{-lrO|n|WH?C?&S3 zt6CxIAFP#U1E-l3z*lmd7NlJA(DGWz+bo^mB7TT;dqVIj)0|gQ`M{m@LSsRtX;H5X zc39Br^AnbFLy+o|aW8z$%vZ~NMqslDERor}(@*&#zHBL%>5$K$`FO?e7A-Pwzaq?N z{{4}84--};agoScn$_;&EI=tF$nZ(;<%j#O8H<~{{fUmjq0|=joDP*c?9lE*0!p1~ zGs>ri)xMXkep7yWZe>&t&&`hn$EkjmAkB*j$RX8(5=x@2B zDgwmU<&F>#Uza<=Kzv>9K!6xkY60<|`{Dp)DGW$NDoN--*f>a>c@QO1FcB>Lrw&5m zE|o-|M>NEnKA2?Oy}rm=%?M38uksN+Dr0~|*J$4M)FAAt0Qkpw?MgjXkNBAv%T zG9Y1iB{1X8)tA$l210^_MgHduWID)81PuHjS7U~MP5|E1Pr^XbmFr_5ODteW7^yu2 zLZXXZ)m3~*idoPua1at*!b^^1UIeWH3G{yx*#9PQR04tsMHll@{5b{ra1$sfOq9Sj z=*ZM9Aly_2+oB^~c7TEdc$T-XJwf^}7}4id5dU;Si@d~^VenkEpM zBaeZo@`4|XfsS-O1VY|F1yt1$P}l$kR4zI);}~ zq~8Nsq9c<}fc#PeOoALwBP>Hg&VciL;9x6c%{eeY>_Mo3B)b6a@Ly#$3xvpCPr^o| z*Ch}E<&<-5Jx~itV-Vd%nxcdM6jNW2P!O2=zhVjmfn60iT>n*3R~b;@7$CL4K(&;7 zhQ)YQMP;DFkn%#n8L86Xr|3Y^m_W!~DJcu4zDj`diYs;n`~nE)6o86~-iR>o>NZH_(e1Z5AKu_=cg(sl#eaD7 zEHi+Q;!~9BP8I%dJk5h&3){Sn`EA>i?XiJae8d{GIYC6ODNU?2kM86niu1+#LRb$$ zW!b5;$lZo@VonArSibC>vyMzif#IP?_GBV|5Yb-M?faWOHsE^{wyd1_Gu6%g6L!fs z6l|Z(nV%tZ-$tyr-@lI&@jPEE`AqTFCsfWi)`wJK+(9L| z^vAoYNm)iatC@-7fWpc?#PDaQ$#N5RO=^{OjitHe{X{z_Jc{4T$3knsRfP{ z@*4zD-OSe+t5!78lR92J&9p32KRwv88aOoT`B7v|x*iBVTU;{<;E+~wOr|vD_4)kf zJ4CZNyyjsb>3g&o1q@8)+ zMZ$&|zA@`FJz-W+d2+7vdtHl5Cdsa0;cXaA@7Q$ph0GwRzZ7my{Uz#0KA+cR^68!2 z-Y9-?YQ1qM=NB;j()F%L5^C}r#14<=Z>eMHM!%NP$mBO6*4%mRN)WF{@>?f+?sZD# z7}4UW)EB86nK>%`gYXe_-Q+3dC)NO_S5tUL)lK|mml*{rn$Bn zf)U(#bYI3`7rPXg6&*GMqd~!%J|CIlI+jmJ6BWWiB$yuu`wctX*qRw~LeRLAxz%D> zwMq$Q-$pm}^SH2OLgM2ZHE=?=RnDv!^K~v$z1K|727|o!C_lB_K;&6)9N_r|Dzw)v z8}ZE#vv*lci4&-7E+B7r${io6sE0k9OcG`f#tBY-(!VUCC9qGfoIR$neB*)Li=5KD z$hF&^h7UJ~CbkG-g>H7@cfR@dR;%gGvoOIee2>?8ITiWH3T7S)LuK`P-Jld$K5MmI z8!pZz?<4EkmRZ96X?jG(ctyp=%P+r3=wi>>_0@icYc`*f+!kCkOiypbubuC1)6?|c zsawP}%>HPYKRI6W;sRPg_2#X>tz$VWJ@C+ax3MmB5!POamDt{B_b0kHFDG;oh$^i= zE7dgUH2%giUgTH`>bzm4DLbTd@$0_f=gB{3)5^n<>Sx<6oZ~*PW;r&rn=N(^ETvzGdbNIAtOk;Z)i(dedk_QmirhP{4xJ? zakeKGaiskW(Ik`Q+P&`RVXZWZgX+FMV{uhK%<7y?-W56P&%S+?sFv~$YV0M~^AcuX zMOJqie)A^9l(HK*RT&}l#W|7ebFSLWQkg}Vh2Fyq#4%hbe{16u_8#?QM;bPC_dpt0kGvFn(uDJ+B}+&hA3=qeV*>^2{M@O`B; zZD?z9{AgK~3V9IyndDVWC{_LaT?N~W&|!_E=djgd^-r&{KJhjp#Pr?GyO6qrQ^Z`S zPHXv2=V4}~WhXYs_-S;L-J$-3)%VI;azA>LeYaxCb{SqR&Kr$2s3vxKnZNEdf8%%} z+{t1fJ>XY-GY~UEY-6iHmMB?el?b|cXD%Is{vwk>Mr;DD^|>beU~0iL$shdK@{BWd zRFyt8ia=rr7oDLUF@q_qh*((}?r-Vh8gRYvu(JFSzJ~uhb_A_Jk(XemK23aZppHn} zmrI+I>Ty%`vM2NXU)lXQVe>B{?w!WDI2`%PzjH6;hDYUmRkmYkz7vjT^pRKpe14OZ z36G)Y%wIlCPQz`Y?64YR;rDG&b(ed_vH6kzUOj(h=GN14Vnp69Zop`BHf zBpUPuSj2WWC3yPiyrz{gCxH6?l0eEGXVd34U-2%mH|pvZkfdGcWFRs4pOzo80T;{* zg2S(>EDqqs1H8Dd+kMC&Jg^NR{7)fuRct}vqNrjEm?>8I7$2<4fF$Mt6GYeYmLtpW zfVqj_c!GaDrx03qlr|rTzoF1@j<1FViogshmWN!1DQ(<_}q}8(<91|M!umaaT|L40=@+D<7f?s zb3+co-%`=kzwpAi{WuaJ4jJV4v&`{u?D~ZZcX2e3u%@@)sm-&=5gK$hpe1#i0nC`g z`1Yc~J8vy|=X)T_(%RZ;B;b1m=G1~+zDnHzAcB|c@%#zI@%wzY`J(vZpU#ux$3KY+ zLJK6aeUeh$@PYij9|pI)SMW1cg^>Gm7-Qf ZcLH0>^kx%D$ANx{62Q8k_|M2$; z9?=5de8u1bp1$XYj)o94!L{*~H+yJB9*5b0xy;$3b<^$+dN_BmegB6fEH(NEK^?Xw z*wU_QCHb!JHrs9p#hVvocsFL>o8!~-$N#R$?)E7w^TGn#e{WVJI3Q5&P6xTyei|Ri zkSe(WEwk~4J-A9Wi2yB*aVk18kNx*Y-!gw%Tf2u1RfE(L7zTC-m781?y~P+9)=zAd zmPNz@K}auL>5ONmvvzm|IE|X*+|eX07#1uZAJo`+&`FdeUNJ^0+*|Q0i|UXg&fq8{ z?++3Kag>sbulUkwkmK75a%Wp6H>+NV}Y+sx@hzvXJS1SClp79o~-v2;T<5nLM z@M4CzPQ|0;Rq_TR(y!^%YHh=UfSHd-aX3I2G zhW#MI*VAecn;)sVL0nt3Ikvv~RQK@F_mrdxZ#cH*CN3Q}=gC$pVNrVmU}4v$_|(VC z)ulSEF_Za#ss!;!^|vy0)cM15aA2%3pTl6fNgU_g%=X!7u6cjOPz7C9JqzEx!Zi>6 zNL8&qJx#?Bm}6pg%@Lb=le^ww{?8|2d3gt_y?sC7Oqj|>lXvd$==J5>wU2mf~+dU@N7HI^bkWZ?|A;=IBy-dZ$0iC%5-S@ z>YRvPdqm)d?@Jb*S&>gfpOwfLE>*a6cp!iF>I*sb6QOU`cd^NseZz^nLviAsI6pdB z|9aV6z)%0k(a_;Gw8ZAKF=HL^a9G*|CGCqAqO|YF3Jo02elksd)Gl+R(*pv@j7WxV zw>3+$)HBN0h+uENW!V>-8}9HDLKIgu@PDu^>Rd|63Vz>4s~3%x|c~m`r;w6sYC18{dij& zDa3>4{LYBP5Mo4ym)KTbh+uplTY*gW+i{ZOuKN_Y7&ndQF_F>oiM+ltIAUq?35RZ-dpsh3oMGkJ_U;8^$K2?tS>Ralsi8gsc#U>!hbN`Eh*_CvIx3;7#JtNL zmFBx}c`xE$D>iq@UiP(hW;wr^Wl%+DO@ogmWd|{`KUWp; z^ih7;Fy1jj5$G_IfN>*&O!Nb?y&47Ic6q`^NB!^(2X1336{RHXR;8`V_p zOefjP*uxETCuMfo!7rmVpEcvpr%{aYRTP z1TN+?BkgcBZ&+xg>m)vp3p2nrKLLBxS<~pp36@ za2L#1?hex{yfktwye)TSuiTj>wESJr>a11lFAHbf}dWMEVBI*7<#P2NsTgKMdg z-J>mg<2~uY+wSZy!Sbpkx3u2yEZQ>dO{vdx;akDymnHL@s^lel5MMqWpbSC{2J-B zuRmE~_Vuk(Kuh3zYFjID?yPWr<>bC^cwdTaN6MHOHMsl^G6KXUvR*!Si|f&Nt1k*V zGJDZ$@W?M4hGF43HzJVMS*0NU6`!jdQIuA2NkjuaMGu02kc$N0Kl*K+H@a1b+K7HcE{(-cXJ-o`5cKu;0K9QRNcewDfTw; zu=NfVb$0ZW^Ty(4mFGh|pqqJb#qZSSormJFJQ3f_yH|tg{+t)n`nBitj~`f-)!!$L z*Du|QbR7g+Zt*auQg72^`HPUP#>6x0Rog$dpby#IewF&$a{Anlo;z2k@zS2pA5tcN-+2#6O~?1oGG2+A|7yGfS*!2N5(qt(RqIuE(J6AJ31~K6 z@dp}u)qI(v(UxD0m;B9mC)230vU!ltspIjbAExJzl9~(Pgqf#RJ}@`yUCtQ;2=wWp z)@5-&;rf{1q6A&`Q$iyI0k~PB?D!$BlME*E9Uqt+Nd^IPBTIgvJ0jB|V4g~|1H!xL z$R|*s?*(jY+9FF~z%a0{X^GT@16?d&UlSW0Ie!)Y*P$~I0YYGllM)@NC<=uCb?7X_ z{yU!-sRjWXAkW2si~MWYxrqZeO8m3qSttRF{OR4rNCFYioU=yKOM|)oYtFe!1DE;J zkt2}>+HZHzi4KwX7exSE@v4_4P-7l`D9O`PxS?5@sTEZ=e}pPKAv%yHOvjCqVeoUY1$mZ+lW!s>Hb!J*w>#<$O1D{=`Oe zQ_v^ZL@;D+V!W}kM{>pgCc^OhtqS_0xAGdx=OD-6Y?;ptd@szcOQfbq5{^DGZG6+M z-OT*<{9ydWg|E7;lIt_a$j+I-7!k=TTDA3v>efzk4mc$uI7k~vsSFQX z-IBrgiI|1Y2v~5>_=-O(fq9vEeh_FI?~vC|lgCdIxmMd#Ru?swWgbw|5{dqPo=?_a zzf-bIxnq6Qh$dzS_C<59ia6LKj0n{0yN7}Gl}#x3H?|N5d_ZNiIjjRVZr!HyIhul1 z)Qdk~@aPVr+EhAI5sr=n=`rKMk_BFZEtlUi;#^EHPRqG=RkX$a8K zJZ|W7BPtTpc7H>B``C5Mm|M;gn>4l2yxRTAIYsuT^*Nk5qC-AJ8)ARR;Wz93?P6@} zHz1$SQHL)pOWTRFZfP3knSe)rf342cRvKo+TBnm>+fb0YLGf@Gt)l*3{Js6DzzHRi z`wEmga(u2xMFz^i$SFcEp1X{-M@{^nh`|EXTxaqv^z>U5gVoEuhjx)v7HY)}?FC^g z*b}5SSxQxY<&g6IN0^AP3AYEyDx3-F?P%CFB(rJNQsA)3wKr4)+MADrUOG&!{eZPS z$;#YTmKRhf@pj>Zo*Q-P%n%eQ9u>-SoA$7(ZekjHPK!VI@}%87?R4nZQ@zM;yhICC z#`hY+U|LOesk^g!v2Q&3b~k^t!7_}~AP=|9JnC{sL|a%%3RwQ zxdCvxx0vw|KW<(Hemx8o-|z8Kdb6=bZH{gU)NT9h5|4iI)UXQP=wK&g_2(yI?&o57 znmn)BRNcqkTEMI(c8TCyx;q}T*ri>z=6jmi{#1WHok|h^`+$+gu$e8U+W4hBu7FDG zebNsK?nF({m-v|la@7OY|N;Gb5$s5?a`v$o_cd{a})_T;9 zM?k&rTpKu4e_1dxALEkY#-R%4_{tr-S0yPlEWjTk#4}7+Y|enN9mhFXYf5p5pMGD< zXX<$w7EwTdYp>(<=LBrNBy{3PH}RxMh)vITaeaAy;JiFKz@ z9SvE46~5<2YKQp1>M?htHCf#^?st}No$MLg*Gu`^+n1~_&C+cmd?N2Pd9}l(zJ9eV zv#sPiIQJ&%F^TXJTD_QRkkTkI5+py2M>T?u)x+p6R{(nJ9r+ATi; zjG`3M;I_U!GTeC5v6@OhngP+#BOY(A0xxMJYdV3AfZ2Fh*=1qrOWF6leaE7%gvMR> z4t}4luFg4^pkW;$-` zkS|Gea#w#SH`?D8qYf3}GW&UBaZch*rQEhciJ=hP{%BzAYd2ZDvAP!FDkOQfiIo(M;c$#~=1%O~WYe8K%e^rGH<@;FDFao_d!4i})~9 z{`~64AV>e(V3oH3^MD|KJe5?)KnpM_P!s&?v0_?+Z9ovnbz>DD;bi~#`7>tdwY3m% zQ$nweg}`1m^x9Vl>}5l*ZH2&IHWcM56awOFOW)PG*OorOR0&0y3Wb5~ZYauC2sl20 z?7xj}1mLX%_Pn7eV3 zFTApQLQw`oz~Ko+ISdh3?oTMnWO!x&graPQSN=~Z421+`%ahC<;eEWipv;V3M?8baYHED%uyGgJfx23Sa_$h8^a z${q?8L4g78AcDdIEG$$6g#}nxs0a!Ru&_`O6c%7zp&}?Oz`8<3P*{L8CR0hSpmhQb0YGgRy!766$T3e43-P*{L9hl-)F080)P z1F#^jEXcWGVy;{ z0A$yOl`GFO^gqW6;%X+q0O+-81;_ws*R~ZP1CU)CSAY!447;|j02vI(P*?y8!2a1+ z01CiR1{Ps}0x*iGvK07JR9frkb5&$bQl0rt&$$io0rt&$|r}0`||m4G;qM&%F&00)}#LBZL7)!2ZX-4M6*6;06c*`{&@k8bYlRzz!J7 z!z~Q31BNnj3j^$cp6sl30MFFqFaq427Wt79c1LrLO=#VJLY8=n1p>UL>0tAJl6crA<|KKP^1^5X^2`X?7N=^Z)!cl4p5EYIRQ-G&%l$HWKg`<=d zpeY;gf3~-c=A^?)YQ92566poTnfTD1eiUPAx8VZmVj*?J-tZ6^;^5fUa&Tqong{;QFNxFc*%J zO@O&@lxhOZg`-3hU@jb`nE-R)eBS2#~N-Y5z!%<=h&=`)=N`S_|pG7bOeSzqBzxG9-cJNd7+i|NXTM91e6X zC$J};e1*D~90cntslJ0IKq(O<5E@@%ukPbn*LsGgsq@+8g ze-{+rpYQYhvD`B==iVJ=&)z%pnsd$?!Iidy*zclt?)3z*ALgTf6~S!(NAWIn=RxuB z#OFZ~@N@llMHu#ITP6+Y(jL43_QM_XL65VFZ6Cf67P@>1j|;u7McA)eyn@HKg~L)a0CN{1KrgD!9aHhAQT8VKrG_=%B3A2!bFUAmC>jK^g>ISVs64 z3-r(ic;Mc*CH?yUw}Jn*A+7&!+s#h|0bt3;x)09>eZPQk44vLUps$KuM4*O&=4~R} zhZI>sH?|P&;kzl+c^i=KgNmAV5FUbx@^=9dfbXy{&=>oF_$R)o?@s&!-{B4s7@@uF zu$j=UL!k0cXpz@3!v6*oVVnRhfZHo23>10_yzzZN(cURg`6r;L{tS5Md&;hUj==ag zpeW%2xbS^IQTQdG`6r;r=nBxh4=6eXq`$7PoZR=Wt#{0w4fq`HeOm{;(KA3m!<}zy z72u?64|7)nkT^pXpCGV*00PYJ`wq|-4j=T2<~md>jQn_`2gYZa?w% zcyisK^S1F3jMQ|+)+^Ehb!w!DW<;zyA5ka` zOXFa_GT5HmZ4kV+x;)!?_vE|cuA4(0vcaRJ6e(|Ns4i19g;b{6Xd6A&9QI~*HO!<_YY*Q|t3s5rf$0YhMf!B15FxyUh*T3}xRF^UFA;;D zPCC54WpzZ5(L&z>ZqH5K^3IG+U5KCH=e|g~9j`_%^5Xa`K5*@(g(6r~I^+8&Ef$7f zF{AEGqA6X#@Ud1L{5MFk;?2w)i(0w6HG&eF=|E?54V}ZR|F;cPTK?G92Cc#4NRV;V zs99KgVd%2;DKpuHqK*f#fxcRMmS?(Ajl))nt#yd!QF_VXqYPs#UepbhY=>k%!Do)_;$~&7F7U)vz z;%?n~b(Xy{)_+XfT<1P1-o4f*I{~vB7^u%gZD0`Z$SGG8&3^W7Pk~9HdQ4rxcLA3l zQ#Ua={FU5=~8x0sd-vi^dvr{6ZwyqqkNA`o1h+dchuWCRD7^57$O zD)Us+*aAm%wO~Ev1wkfY?;0pr4Rd9 zy%2E}N)=7@Gv%aBaa)ig^(TwARfr+Ah*F$is!fsPlD~B{LFMa8<_`!-_2sJ~YL(A4 z)j4J^MF^8;{3$oBTDRCbSN*Jo;#+8Oy_4`S$rFRc(8bXq@a)?ZIm~WK<$X7XhzSP` z)6na@VJ${bK6e9!-euQE-@ro|aK` zi+Ha@H}GD^=gRgmL|CMxw>|fL!Hfe<6phreXJpdM^Ueot_o6o<*&|+gB5ou&ggOUq zyX;9R9kiK1zUV4N)xvEvP4FLYduLla|BO~Q((vr^Pz|H)d6j10Xj3(VrVUGLs*j}{ zQS|(Ys8TmJD`7zC(+YO*u~keIYSc>|cglg5?M&WpXwKUf7}eKs86;wz^B77^q;*hZ zCnqajIwVe6^7Gv24Ge3wx}$|!^t#JRby#fWU~(@y$Y+>W@MCQIElTfT1$ybc{OJ=h zeZ_=fO22MO3OKHAnJ0i?FM}k_zw{9{=V1CUa|n6TT@L9gQOuMd$@*X(%U8;Nq^J>r zDZFiPlcG)zsda?BsS%M6=i(QK2vu!c+WK!E zOVu~j&2$(_3GWj~7W00v`Mq(C@JVJs9|jcY|DC}&W9-LGclPovVmXG;Bb7x^SDOK; zG^Au+y~i+Lnmvq=nnK$fF0*JGy^Mf(m;JT6E5r_QWkre6L(_(Fu5w6vMsAYjcMc&8 z_8KU0MU|3HjY`r${q%H~;X4rtf|C4#FXs~ShDm4H@0V(w#S9F1e8yiK#D1PGgrqzX zMjoPh%D_7K6e}$b{C#T#zSGlS__DM?zrCbhu}#oG*O#Sx>G4|Q3`0NrX5ZALSUzRYAiYpRdd;@wx9ri?mQ70X>!U5n zC)r7%!CuYq-`tvtbQ{gh{NAP{kwsYCtfy#@x)fEb=Z{`@ld@L#k{WL0zc>_pAy2<( z0jdItJSM}6`<+(Ac44_7t=7s_qmu9LmDO#^WROmN9PQ!K>gu}{fWqNe7rv4M|T*0 z=i^#df3CyP*qx{Fd&$A(!0l&K`#i533N#9U)-d2d?zEP-2=u@citE1+dY}aU2YeZU z67XmwM>QsTnC1gi7yK~G2dFNXt)dZe1`hfX4fQTYSr&Q>k0=O4{y>2_5>tQy0wVB2 zsxm-8-hhFAKu5ispgiaR*!)fh8yUF@8yQ9G7Ak}Jx4i=i6^I@JB6yEs7^~QjQ6pfW z?0Bg3e>eUM@K7IS6jAu7j8$)0VRK-hbcCpXhg zQbR}rNO!yTATT@hAOW5Je&hbGa6b>Yn^oKu?qgi;w(o)QDmekP?sn|~S@;y#O~0R8 zfWRF88(#yIfQ@ktVAd81Oh4{Jl%aXbs2EULR@l49WFi=#=`OtHKHwM{3S`^8k1@W# z3=!u2^$a5G|;Q~k#*AaWrr z&Bd{leF5wFU9MumY+z;}AIyGyO3NbKohE6-GVlt^FQ`iJgWk3M<=M?ds6O-Ar9l(2 z0nDau0=x#1n_Z-r;=0OO-fI`G>I5T7b0Lbf9ZL|d&RRXXWW_Xf;uz4 zBj2Wr{aFKFt7^)N3B_I^VuIX>AN_4zNNdYL3M(8ESeuUKwftv#5~KDe8J(QEgq4EE zEoBqOpYSs}Q6@Kuw8o!rJfDcSsI5s0T8S?9#IBquIEg>`D*iZnId@Br6cThPD*d$T z8Z2{dHmaOKnN5uF&16cjQUT=|teCN}>1r9k|;pkxFZ!p>9+ z>PXOh?EI0wF6-^eWxdx+GcH>@b5DjShz z3RYc{1da*|2W0!(G21uh5u#7_y33|`#!6&5iIWrl*(@*iUCO7@l=*%cY29rX>9G#{GI<-yC@es11*^*c}dAWBh~h6h%f9ZCkG zEXK8)YHUY^V`Y1wn<%-6=% zp8aM#RxY$R#!v0IVD+r#qY(Pr$!x?SU4<1zN3p>?18VHXmh$w?j`msz$Ye}V;Y*I5 zbKI3rHQY}a{ZMqyk+5X9wU_0*zu-AQCjI=-?I{FgR2%Hc4}~R=^OWXQmPnMYZ*w(x z68x$o+|#;|?WgQ*8X(Q5`LLe!i!6Z+>8G=YJvpIgPEg^ zv$H2>OEkYuqgmWAtkwzFX&fLwLY_37%%JbZl8_ecO*&>ALxg%}rVuPRqT1~%H7+uZ z$G*Mhg{a%^$|kbbWpU@O(#u4#)(f|>p?Qe)k7()HA*mZL{OHN;jG^Sc$`Ve3!f)=0 z5W+3@%0diq=cI~P4P)oUo=O_HmcG2ShUp6}bxJ_s63m*I@Hfltjgj1ZL#4F(f;WuF z_yllQmh{(UfDCj`iU-e{sTQoTnyVdN8wXyRpjw|*xx5mCvpSB=8YDn$d~pPGR5RI+ z;4z-ew~k*tNtM9|husv44BlOXWOb+9L_vtzrmZw!Zu0sf;M}jWu^Xid1 zJz(i%qX9^$&6sFhHm1=B*$TReJbZ5L)?=>ysx&(MEJT^Jif6N(_)NJV13N7*>GKvr z41Ra|k}y7^U)%d7Z&`=uktXE@?BM%)p`1#WF$kwd_?j)2d+_`#;c0Q#5L~-*?NgUH z<~;AHtCt-u1Vh3u6OogHFWfwA?DCysVsNkE;Yr_FViSj#XsdA#Ix~Gu^Pp4?me{md zS$=;^hIegwVXyq^O=9#GKT9N>Wj-OT|Wm^rYs3;u_JSSi5&C=eSU z|J&%fYxuY4bl37g!T?4H{)fr|MhN~#$^k|Q<^=!SY~ut<4^S3>gy4Ui9Ds!2f0!JA zgy07lBnvP?@PCXPkRN&g@Ivr^gdFJ31MUIHHc)uje*=Ia81ipl5+H`)|L{1_o&V@K z(47Z3E(;Jt@PB9==+1v=9O%wJG!9()9~lSWA^6{RBmfV=|HwE8I|L{_5PAR~g8xI~ zKzIIQ<3M-*?L-3j5d0q+2fFhg8V9=b9~uX`^AC*!7yC!X0g?#*N5&xlN(BEy;{Zwo z|3l*dN(BFh#_z81u%865MDTxT9O%w}XdLLye`p-&&VOhe=*~Yhes}(#PXU0ffJK4- zp>e>Z!2i%VU{c_JXdEyp@PB0d1qIiCXq*!$JeVRtwz>YH@jLm!61f2R0f=$~@}Kud z1VATH09T1qp&GM6!w}IiqCJ@8piNDv{MZk3;y;v-iw(ez$1u!Qg)wML7SJ%H|D*bU zz$4dPfc^idBL5%NzrA?4D(C-EMfpFfe@){-^?v&Nw*ysSsOT`v0I-T+N52K;ulEP8 zKL_sn12mi)9UXdAk8l7B4A!5#Lsu`+F(0b_BqxGe^8Z)$H#^a^;NL3fYY|{Jdsz>7 zp}rLddiFPCks0U(5G)S-gHT{BfGAcT^f(wO+H3TGtP)W8^KbpH!nD-?C;&Gl+hdsL z|J#ls`#IQ9Sg4smk8BpXP7WCdk?13D!EfYQC+EC4BuffWLf-{?MKUl#_tcnzch zxbq9XJL3UTW&%3@!zh84|6!C|Kmh*(qXYqk^faI^0Hn+ZhVg+>z6Ip}5G5BUYa})f zK%DP?`Q&TFn>QdftoFTYTnFD)jFBdeK5J6JhOd;Zpg3>!3vY+D!M?`6N z+=}n@+P>=o%f&5yXG z6VoBryT>=|)+9Z?@17&^epo2u-Mtmw74BBK4~7Ud z-KBE4Tg~1z-J8;%JS~e57{{2{6X93dvSR-VkGgjR& z!-8O-{5gQ;p8=-M1#15caBUu-`rzfC4izo{iua?OSb)w5xU*ya$--e?2-M#Xa{gC9 zx<>}7MgNA|p%|#V_xVTohR$?1+$YfQC_v({dv3tZ3O%^nuejTV0C59JOaLePyRW%5 z43OaDe{yjEO?SCC?o|H4g1f>)Dh@lCyV6504ubpAT{4b8890C@;4=i`9cY61z zg7q8v(Vg?&oj)Sg3hX#UE9*ywDhQn6 z3T2ra@^D!@P!Z-L5tv!#Z?_-nSWKo}3V zh&d3(g9YQj0kwZDIP^~Zvvbx4kMZ{wQGfuPe{a0PNPu*2u0N0g>E2wQq5yh-w#-m~ zlmBd)v7rIYaxfTYP+D}1zYnM?bf6g#76S-O`Gf&f0=P>7xFi10?E;9s|L=AI6drCD zfI$PF#^1Yz4q%_)KM$V!EPX)X{=p*v?ysI_M~plEZ8ffv&Yt9Ws|9&vFFKuw!EA;(;%^}k2a2peJW}TK+JiA)xP@g4IE(t@XDh%@?!Ts+RUbE|*&Pal{?RfV3LtVE78d z1x1%nN3%)u6`>dt~)&jkdsd0@_KrNXEd_XNsY48FgeXm!I zEQUiMLr`0?c%X2>qm9FtY<}tApVCQkcyneq`}Ms49{TiyN$`=q#VdZM7fNv{Wir^R zs74le%*F3OVuKM2X|kFnklZ8#ln}T@bNRRonrspSq!)w!0UvEFtf`a;Ro!A^*6_Q$ z-?L_ic4e6xkbLI!wqBh)mQRkHjZflx zXBr^Em@a;3F%rx70{m&EY`JTZ-WfZ$-Th>xYpG!p53|BsfX}i1E0y?2$8W9ZO?wn&fgkUHoY|T%9v0qSlxM(bbHZ?Ol(ik z+idS#s>vjAxE5Ai+(fn`VmC&f;3~*#MHcYOzwIcBHr(UUoZnYN*l3(YjOS|?_&tfm ztZv$n=r$)FJ95tVs@UzH_UAj^BF?Wzo?v9d`AEoF$r+?`!w(=pP?GiIOP@bZ1kLEy z%$AaRJ(Q9KZtq!X zSxGu!fHnYr8Lz$iKEPP(?XLsyrNwI8nt8%esz?TiU8G zB`KYP@Y2V;Lg;&5DvSqt=D$=>8jtycvxajNV^O}9Q%Ddzk+t4TLmz2zB62Bw*Ia-q zM%$lNKVDG}b$_ddH_>3#k{uTeJMYR9b@^U3-b%uLfp%=laiIU&Xl)_Q>}9%1aFV@7Mw^PSH3DYLLcfM2n#MMG%%AX&1nbdC5e(=X7;Q_XF`gj2LHHuo$~wAwwHr;2 z3Cj49+5|b0=CGD{e-KMqwb$*b{ye)l0k5~_YH@?(2c+PHuf3jeBrW!P9~Jnp zA7whd|5k4$M_|@t;gF!G>oD%pcViVrj+yj*3;(^xV0%>Rv&;)j^1z^!Z%}ThTTlu7*1(TbIK_Tw1RN!PcoWClV_KTPy!wW=K-~TO zm@(r8eSJQ}qW*OHn82h_elr9yYu=E)(VbT#nS@2Pvy7|d(~0`63dvVhTD{jb&k0## z127L?oDF36ee3JG@p9#eznShmn>oc~pndZ!M;3o;0q^aad8zUHWK$OLl+K^4Bkea< zo^*#_`Y zKIdSKIGU=*ru;$sl=xhmn)xSFeCL>*!=ukeTRZHnfuC2DcY6>Br5Q0@vs9wq!Q}3* zGDD)J-!rHQy_q&Y7xtVjVAPyiJ?}Ov`?V3g){$#cHqpcRrOPvk38nwm2Gm&nmAC+H zc{D*}rQ)!&4Sfbc1mV7!xk z*ZW;AY(vV+!L7VcpSl!@I2n;_dVUNN&3^XMqJbPKBOn$lBd`RE`@yV}*(i#QqG6+a zInDcY!zLK5`IsSu*UdV&!AaGM@^oCI#7T9Q+{{nyo0*Ruip@&JZWNm%EJeRTcwc1N zPr^VwRp=7;99n>$?^swX50|ii`b&%PAFRsn`qwB$F)~(WI*-l`+ikn6JTo{E)zZW= zmOUUMA?c0QR=)T?d={}~?Kkgdk))quQm8EIpgt1${*1mGSydgjLjUV8g8;bKWDaTK z{l7qJ6JNg1G=HoQ*~5ZG;J1Aw7a@#S<##BhV2qQmY0_nf#QKxe`vqPVyitKf6xD0^ zDtM*+F_5vkPo+LeEkgk=n#u~kO#YA19Ua6mi1(OBZbxN>P=)>uabih>rYK9Lrq+6e zpYHu1i08UrXKBF3u&Tl_)srPB1J%SB1>rr7gB`0I#+25OU!G;XzeRSs)(-tvX>$;ZCz4q4mJu zBXF)WaBd}VtOU-V0M6aI^7*F9A3;1fE?5nprxj5PpLdH&F}AR=&2nDx8grN&q*H-x z)Dz|G+*>EF#ans4QVIJkOBT3AMQ)+j1idXZ$l|qu7?Nz63j{p*+7D}y2u2+CslA1l z)KgT8hDohL$}IUc8v12>Nbk`w@H=%dnNyzc@J*_^=NP|j7h}c>ZZOXwQI<(KVQIP? znxjXT@tzcYEN#+C+a7@ZCGThfQq=Q~_o+eSK%6mH9ZW_KP3L_=Y&qJK&;mA3JpEGr5F z;yN?3E~5J|It?HBCCOaYGvFNF;k_RfHE@CW@Ls8>N?fnQ z*=Be;4(|uV!B#5>^6_A0UceaU=ir42Il~w#>U@mruA&tp%XAkbQ+~t9B-FuqNHNy# z|Jtd3uoXLS1IfW|@|g7qsbP)Y!2WySJ*d5t&nc~W;Y zttD-g`-FGR%tw1=QGXZMUq3K1ynoP5LQD{ig`Z;?p}%fig?J7{37T5U>yuA8VxKCY zOJn%Ta*FW4TQGn!Klnb{@2U|1QLpjBt&5Pu)b2`~*v~<`S87>e@-9ruOd}>p4;gL7 z@z2lM*_~rud|-W6cwKPM`$@$b9V8<6YBGLc&MM%(biwsY;SCm93;VL^=7u=z1Yu=6 zo>RcB+|6YM&l;ge4CW5`ZIFy4_g%ySulCZwK_t5u^*P0I_~C|f zR~!1W_0B;PvvI;G=MbF@5{$*m`gcPT&qrPgjyve+a*TdGsde^~a~)l+j~ZBZ&?6;Z zFFWn~bN>Z93tJ;HHvzL>eP(#??!+0sl^?d#Fa&uN{RkAI03G^< zL0{E~i9tgGCBVi+hmuHQpj2HjV&IVgfS?Ln5@Uo0$Q%y^1YGEaH3m8yHxSPRUGT=h zh2vp+@n;$3iWIe_?n-+E~!V$%3muit@BilM~OAJqsHZ8g?MO@J|`#oNE4?TlYj+zB0p=^GmyO(Rk*W}v!N)#J zliOrGik+419hA}vA5fg*i<3AFjj5YZTU2CZ7^a5Xu1CfnZ78&mJ}x>f!oczJ+{SFE zh>#({Kx!NDt*_Mz{X_iK;Agr5n|ViyoQk0R0ZOtDdqI`Y12AIw4|0IX)~G z20^Y)zvkp1ieMbvte}6_f18vD+t!7%bgB0Z9m(+8MS6U8$3UAXhaf^bJ6k(D z*y@{$n+o>#4f2+>NRyX87vJKC2|daQYpnfTi?Ibcy(y-nr_WJ)?Q8=h@Q62@;h z7@1pe5F3HuM1i0#WcIe;{SD%6ljgdh!;c!D?~t>B@oqCRkSZSe6jD=GE3U8^hnA*C#h~Y}$&4u-@%@*HYvn;So zch8NTIPpRB2DhdlyVgR*@E|W;A;$7^z;YtxFQ*4j>)yU*e{;H{FrQNOl8a?m*&SkD zqCY8%QEkKdI6#rT@yhc1XDgymO5Ou0DpwWP$$dEXDRr1Ph?IGIBtKk#8@Sq{C}c{I zIDL8BLTE-O(=<@?K~m6z`gPA7^mJE^JL|^TNQmV*zjqGa?khqeJG1J#wJ%|>#LvH` zfmA%+`D+BOQ~rLX1G9arOK9|HNzD#7zDk6$C+TMR(jy7@5hmL(oyUfr<{H0V<1{QOB}7X|FBN$+HC2|lPC)p2 zIbK|P^mnZekFOZ5KN5Cx*z?HV{X}(e=-V|I7T|b>`Rk<5Adc8bD(-9rMo#7RcQQk{ zP(;sQO;a6sqIbWRwa&Nws8Pk>jn#@x+qHEA`JG|3=^#&QQg3qvz+dZLrU3`5jK zf+O6Ovm7qNU9yaF)u&HD<Fn_E zZ81z_Y8+nEpkShi+%9V6#?$74RZg|q!}GWC&$GdW2*o|>(Z9`30^H`lX1Mxt%&?0W zt75I_AcyRrOIZ`J`{_(+eS>R759*H4;6H^MK2(3Jj_^GP-|$FCi>+{dO0+&TDMnr0 z?#H};wlKE}c2wr+dxaA{$nC)vq_9JX(SI)HD)ey$HjQUR569Dud3qBHCKE<^&Wxae zaVZB^VLs93xzB8)Oq79MR&ncHLsBj6sj})5ie;d^9i_buD#s}E+Z){3Vd}~!t&uoG z5tUDB&k8G*`+n|*V!f~^USRlCGbVC9?A-g77ypfXiRz{Y;x}=I*co@)1c*3>eQbGs zef@bbTVuPnXOH4*f}h*&FB?mO2!7_}Fp|)Soaq$u!bBV`7kd1zQs~0;iIDdpb{x4d z0BM$0`>}agr?v*aKXJiW38P=zlg1Gh*lm$hu?uEhY>%fnU_ai6lMyMO>p01FVCS&%7S=NlJXnb!qkO32Z$e@3@oF`kkp>(Yf5kB{qlZ!I7#yh zMh0Bc=U1n|=zWwbh@&TEZszY3_ttf0&m8;?8_jpkjiGJs&o z6G-B<%ggfEB~mdk?zTj1*`5|oR!_AV^c7?7&%^+z)i$l1$+OZ{)>8{)>bVRHds9fM!RGr!qPJR0t%hg_ z-_7HB;-@cUCqtDBb{|#I_~7xZnfurR4T_JQQQktdWX9Wm5$pDnC0LD=uMPwVebgf| z(v>ZA{ixA&ekx~2onFTadH-v;DvQTgO^0K8pVCLtS+eQPt+%mHhn;0GrKaJ*Zhg`~ zA4TNvi))`9fA|QW4h;c=mkVsYBegGZ*?vq)&cw*PVwmiA8r(y4FMbRD*?bDSNUl!0 z!r-{g_e6u|r&8);@((d&kLOQY^MKWDNXL`3;DrvZ%__BnR(}y>Qi#cmbhE-`Wkz-J z^B>o2!7l5`nTRqke&r9b%&*AceNr@5N@y@z_m0`ohrw+4oNl;y0^&`k=Ry@n)Yw$!2EgYsOn^sun zl-B7%mc-UOa$HEP_zEQDJY?Z)ne}?Kv-J~U3g1j?s1KP13{UcDDBm{>R1MQJ$AO*XeDf5xK--G4|yYqqh{ z3x2(!N>0eyS;PxE?>s8`DVX~c{@0JfVeNP;*?H{)5gSj;2xuX(xT`4pu^~@>)d-ND zv==1^yB+9%WbTB^W5*>U)t#_0Mi3}06EqDVn~?Xvg_GuMDQAS1+tJX)$;^k~k!XL0 zOPFXWq!{V)(0A8+P1XEFq`=jD8p%a=x_X$iC2=(JD9HFN(*#phFWw+unaHu^snf}F zjfELDECpWEZ50R-SZ9*=hBrgu)TF!Ez`FScH~1anI5rK!fD2J|8tJR#sgFOJBt2CN zL=%)ZRY-ghaFtAoL#(WnlDO1|yjo8QH}({1axPgJkG{q-cWJyV2sdABEfWdIunWgi z5KeX!48p3_5ub^TsH<4W0k?u&#N#|8Ka3-WpgVKDhv`y*d`KFx|B@#CK5=->1xZ?@ ztxD>b58X6jjs9ZA)cH4D_ZLLnGX;l|itPeD&kwUBB#t6{Ek@+t%<`dZz>}_m`zA}< zV%`P(Dw_T3_xpQ_mhAGA9S1Jp$JAvBQG8RqN_>8pr$+L3;G{KIb?jCt2b?Y$*FApW zxLOxrrKb8zo)(glLZRL2>Jc-G=W+HaaGBur47u#f3a<1~mm^pTcXpbm^jC7AQ*Ej; zreYnRp|a@DS8EG}%UGM)SS4~2wh%j{qYWskSW3e(d8-ua6I-p@Nxdc8p@PSab|2uE zrJxcaJrTErCnc8H16ZPgC5iARuLP9gu+yHMA6cbh2dG2X^QJiR_vlize}z&Lx3M1T z>+h#kWm0X^_P-k^w(>kOGxq3xYco9K;leHwEBN91?31KUO#1Y-TkJ)&rD0N&8C?U< zj16*i&=@hcjYgYzVsA$5MHyP{K<7@StcD>^?A+rsBFi3F>}GF#6>WyH13^iF__OKQ zq*bEqvc@)u4%%hD-Lrwb-j^5K2YpM4_Q~I=Vl|w6oviS5GoI@?`^k?LlIB|9!vh+3>A)NesH7THXL;s znXkM1b@bUS0JeM z$HC8UOL5O!$qIW^GGKMSyxcHqv-ve~tKF!0I@{#@+OTW;6(0nt`7>2+M_-Qq*XD}y zAjJ>8d%ba2tg0T#LmS8bj;gV%0eZq6jRKEv`Iu zdUJJVHj%IFk~IlV^24|15Q%CCJup{Md$Bnzep*2M`XAf&_U>k8ba$*~WO5LLJvdVhon#tc69x}sU`q-)$HU1szT*CFU&-Q|Od?6M~fsiWr3wc3y2M3<|ICWN1C-=>yrlg&> zo>38up61++96BuxL6sUa19#qqZ$O@J;si$EO0&d4pW8Yo%(*(I%ep!7Y~3XcJy&-DTb}&vc-37=lPxh1jpB5J}!o6Ov^N6DwsE zT@G&ud!weda4NDxH+XUZ7F|7(R(5n0T)$f1k_sObzT@7(d#x-)8TwKiXYHBsWP{=4 zi^Q&_@i(3{^;_)?VWC3G8*EWEYihcxI*?s1f=&zNC)3enDz`OTAHToBh*8e`5@{(T z7!2#>ozg)VK#s;A{!vXpOEaN@{%Eue4S)VjXJGX(C0D__n_wNyyI|Kvj2x7VY>$T0 zP%nV6QzkyNkobY$ei!p-os4yx5MjM{3ZmTq2%kJjJ!8!9067OMK7fajKP^mv8wt`r z-Z11_df>>l>M6IoSA==7gxVEl_ObGr5qe!%&9__+)9jgcvkETutfKGwt$Lc`Bf32rzn?AJ%_LhM&Mmy-)}ERAsyB$N86cYt&H74L`ywc$)Pxbt;9qr)EX{4ByUn4c8kjV)$!ji=`hw`o#aJPewHzWPKHD=e-oDiFPhAKhr7P;G3b{@g8>yG(Hd}eclk3jX4Ka(Ur=uA0 z`Fv~fyiHp6<~y{GB-Lo46AoU2a8*wIFnGdEyDJPVBoLRz^172DLB?n+@k0z6I<717 z_SbPj8!L@nC85&LFS}(s8B4@;ioxGE-mASSm7V8P3+O?46Z`5(oq1>Uat{wj>udv<_SW$aG$;e>mjDE zm}wZ!puD@(?u*Z_QaJJ3&#gLX`##uOz`~5n_+IpOeSgEr6pj*$XIXez)k*F4M?t$%n#X*_Fm;b(xAfE~&I!FNQv3Xi#-#nI5~%;SGlOajz1>vfvLl z{LbZ_()s3Y(eV+!ht^3M@&=(v;@VJI(~vI5`in1-KjfpB1u&umT4RGxu0o#&me{o| zyXm&UTh6_e4=jpff8Sx#v80i?U;2z0#;Rk1>!~_p{NqWt(bR5vT}ZvBHiOm)smn%H z%)TeMlUO#ng6NyqIik7JJ29tyCZ8zS)MxKVuLe_0UJcIaaExw?L1-0^_pBAWJy!zR+}y4a!c7U)>(ul!Sa z_jgM%AD*$aL_2cxPT4_jO}O1cQ&65dqaU)k{7CYeA?<-IF;gE?^*_O(zlx-=40}ty zW2Ia`P#wVAEMB-fRdYT+7zu;Z zk$!61MtjVwdn79DgC}tk6D(|6KDsQ>p^)G-lJQy*o2+D?<);&**>Cl@mi5IlSU4@W zhyLtoujbo43^p`s`8lUgdFn)X#!R|+b#q_34;8*=LkE?IWu6!Dz?p1!FSSswgGtTz2ufr9ZuL) z0;Q)k%KmdFw^l(0gv$X&KPjJOOpTCzYej5b{COdjz*<7!d)Fd<^U}TjYOA4_2J}0r zv7DE2s!j#%t+Fq-xvfe^`pCNR5{3qI3<4SYw{UctOw*r5zm!ZhkBR$ocI6aHYxG8- zTsW_(=@uXH_3tDUkL_sOoGFQXdkk*Us_Tf<^tY^j@$x z!Slw2%X3Q6?Dvyg{R^K$WlywdktL7C8ZoV;RB>c}zgOxUKeT4eh69=vTEjO+#cEbeXEaqG%?vcaL-1ZNd6LT}G3B*x2Mz<QR# zr{QKEw>9pg{EF|TT|ky* zZ1el)4k5yDahX0b87s@KqgBC``1c858{${$>WRXpPRdRm*wRJv7@ZuSUX9SDxTF8V zqCrqDzI!YurX zLAu-!B$aKw4B^((N^M2slBe$!lS3(g&!pE~`RWk{=fvZ;V(iA>2Zw&li*8@`R=S&z zkP_BpyN%l+U(KKW4hihHDKxwhO<$RtBBORCz*aw*!20~T;GA|bM3M!kuL&y<{{AIrj*RHN&#!M>Oh_QV(0pWQ(M3QweA|%OneY0`xF^cbA6xw~P z;r7hmpo`fFn_h#G2kf6h()tVAzeeMePur6e!E25SGgU~NME1`-uB={kKJfEP)W~TP z{^aRr;;I3VhIl+XRr{9=okd_#3p&EgC7F6ISlU57L@xKX_z+eCib$cWF8Mrifq?;R zI~oT57O&TD==XM>_(+Bp754}>yHcT*bp>S8Iu$NO7kFxO<_V3AJX7_GrM>a1_S)Ue zcQg3C7MafN`0o3GOJRb&$FY(>PX)A?8U}D*ns7gZP%`nM@1<&pn^R2#m7nri7;bRo7nKqxgJ*~0h*O@BMWZO0V06xV=q<3hmLAlU4~AF9 zp?={68PXSSj63aveM}jU-K=|)Nk`)f>)@l_UIKiuma$!-iyCuHR6mFy7osH*etgIULL<;~G+-6+C5HYt6KBKy1gzioI)l>$X6ihtWaUW`YRJCFuhxZozdnHUQ~lL>ErtBdtaMew|mjNYk1 zRZB?BYt81I=Y!#ikqmLE*V2G*tx1iyCApqM!AjuM5txAQYb*2$k&2;P%P;C2dDYZ| zaAmu7phe0D#mh{jC}$jaFE5l||FB49d9F;iW`D*+JR6TxYSp^}DU2}DE*OcaA$4Pe z5F4$qB{dhFR;5k0oY0(OcVpC#Hfk7R&h!oJvc~i;c7ukuyFpUwf?QqM!FLM|DW`3bgD{2M=26o*;@I4#*$z!6_H--n z@RLc9>q=B#2|Yed*)is&pv92%h}2Y*P5-RXEeSeWBVUkrI@ru!z@I~q;=(bD8KPu3 zM_k62kpQn3{f(_$_9hx_gO7zie;gFtl_ry2^YiyAMf~XG1)uGR7w~Q0g@&HUzH+Ayh7Z(lc_-JRl)7am8r?M^YKMzk`eQAS`_*EAw zMA6rdeiWl@IK9O)JP@{Dg-JGvJmD9~-|==|M$XhWMMM05KY`6M*i$|Y{F47D4pgC6 zE;6ZeNw4S|q=DUcye!Gjxp7t_(z_RqogX=IZSyHTt4tw-Lb#<2 zv42!(U+Tp)0RmdK`n54=QFZnDtld=Aj zM0>N{UA;CI#p7(kPmtz_h*;O= zMUoUL@}{^%`J4l18in7)jqq`O&Rdm2MWY!j-x^spB|6e(FG|1S#!g#%jW*})VxV5X zo-DhORK1bbUfF8xmUyr2-=tjWmtDDS+p0NHz_6=*l1 z(NI_oTRrZ`Z}9&BO+d20li7b@lG&y?e*_CqY)R^d7J_cjf<^?|-gY}RT@wMrza2I zDMtw`rM`w53vQyu(^Ae9Zv4-g2j_5QlLX8zaRKU#7=BME*PRRwIE+V2mgoQv>&`B* zz`Mc^Z+=eiy$ood(O;vDDXwn}f76c^q#?$U5IUeuT8ZOYxt^ZeDvuZ3TsMgf=sMwY z5LB5peUR0ul~q2jZy8XiD7adElBduY`~J!EhD(j|BO1l~G2&DF8Ow*vyzfI-FdAr= zsL!g}!t4YRHOd232W6A*6!`=*Q;-KkQaq0&3f4(P`unhAb+@3V;&|#`UE`f3$jz zWp>R8;b2HTv?vn~`J>MHF=ALqbhh`>1~naJ9ScEK`G;r;zAV=jJgd8l1?@#S8&0za zLvVIf3l8I<;4UlMl@p$B|Hy^EKGFD3Ldkx$5cxJQhHdfb1B}&(C?uD zF8zYteHtl(O_EpmOq0X5$%$`(6vj zUSTp3BZ+&LS}RY8Z?x!asv%GgsM%6UbY?i_YR%*#vC(gX$URR-%pIHow*Ni=Odagato|v@h4C+zh<^*f7~tXvG`0Hc2J|!qI{u@g z2RH(q?W|l}{=NgOTmTl%#`dm%d*JE-u(CI`bu;@XfxmKdhkqsH=r&Nvz4PO;BQoAamjz@>1t{0`cG^ZtG{Z1gZW=eGY3<*e@gn7?k~(=t*fz>y$iq< z=;``TEPoRqz|6|U(bm}OZ|uKdj?Py9O2f^?%HHBXGoS}J11*f5&1``#E`MSEV*k^f z|Ev@6zf^DR=xFQpFK>r`S^du(tXy4yw&sj*EUbTHn!5gtZDC~($Mnyv$k>}Z09cs+ zEjM#>{12Tw(D`2tqW))QX#OT)Z02BZ>jf|ant#JFDLT0R4GEzBzhjy4zmMeq28#b% z2>x%O_y3LD|H{$-a*6+6@AH3!mUOeVRW!EyI{^RQF@V2I#@HV4ch3Oi0skx-TVv<{ zpO3Mfm95wR$?LybYXSeA?*9Qy#?|<5TSV+F{!+ut$oy}im5Zd6C(umU%GJ~oU~X*t zw|{5S+0%P1>-Z~dc%V(;NxMA z6)oze#eww>0|A+l2Rt?3-W$RgTjzK`yS!E}9Y0QFX-_8yv23XZ(t$Tc1b$>RLx07n zyOcd#bf>{gh82ieS6Z=An(dlQ}zg@hndjBsP%RCVg1a9NyTkE<%cj{ zE#o@U{Xan}fYK9E*S8pc{%>GfjH^$%+BbGt>;a|WV0k5c&va{w>5 z>{v&X?m`+x>C=eep3yc)%kg84XtGnF&qhoZ%(fS@_1dt_0KOjG7#uzG=HErp5_Vt- zCL4zV^6#@d&|-hUGy}j=Ydm%eyBuREDIAYsecj!2Ruc;g>M+TU`+ta5KSJFG+kDbM zv2_;9^c`EW9Czm3p>ns=6D>p1LC?1I88jlw*eTr^Q$+&x1aF<739mDxl< zlmYELPueKr$d4jFOMkU~*O8(_MzdLgnyKO#h2|fr2t$FH6)JA|Lv%L$d`VVfD6D%G zKe=JIXLB*K_q4)dKa3UedPvx|5FE0mgB841DK$o6{yJP4Dw41ltb@b{ol-Q&zmN~p zf5h)R75@?Oa8y;W5w5$U*hM3Tw46PdX(+4D&4^XaU_Zjg<9~2r#zMZM9k2(xykT*1 zyC*XovMc_<)+kqcIr}rHdZCvwC9^EspmbO|A8QX|A6G$81eX9jgWl7bjow z-A?z1@LR&0hkw*nP8;DYC=LFg3mYcO_RghWvwSu<*i@7?0sR6l-bM`DLL&zqhiyux z|E4h)V4m){$!xr|gcJUWpa46P#pI7my^2DvmW77%`OqsH`k%!{HLz!&{_f&4hnvsB z&fJhyR4h5Q)}Y>GWZ~63OuD9L3o-FPV#J9vg0ekD@_!jGfUo&Nd-A6*0Y%K2dgMdl z!0IH?SRZ6qrX7NTgj?{%oN$MfPsH1FCFRwZ=HB=(>7|a)HW5w&E|Lw}1k^nGM8h zIQD}>SbwyRC`ZU|UKDP@Tnl}C$+hWLO+`ER1$W^}p;ajZz7OVv_&h;>#!fy)$~xfJ zbLKe4-{0YMr$L~^_y&gn(1Pi^vgZz9q~G2@Q43ap`h0irC$UoSh~Z}>4bvFNKL%Jr z?6eZLPV$^AY(1`y780=zYn;}{gC++x^}ljl)_=1AL`QoM_jW)tXOq`&!Mpn6Z#*f> zeS|2(*q53eeB7e3?tYscn9O5$_(w~|1g~cD)Q`_h8yF|19C40&KI7e=vs^yXrUIbQ zjk-%xv}-_Gyk!KQx;d+>J>I&evG=X=^tT*-LDP!Sttsf^w(s6t=*s%KtNd{rPH?j= zo`2R!1udF0lxg2d-Gs{?IO_3B#vj!K9wecFMA{Lbk+~a50(%8~5TLmS>*PZ(s<;$= zN*kC;4hm+-ud?v)VE)oV*?p*ysr36#;rGStAHVCaH0b>OQL454msfQ_;Vz}2Vc&?& zlukRQ*}ZhK{T<_G`AT?g7|f94d1NSn>3@cNzOKEo(vO$f-=xotGcc@s#VsOBCb@!t zWz15=A9e_vcu)#rgOl5g8NU^N+e=v@|0&ospdOjrYZhp$m=s>z?7r~1!plt3Rwlu` z2iOj>Tv5c8nmKzTocxvStwU&$Iab_;8a8q!*Iw&M`*Igm3Xn7Pq6x>IeDUW_gnt`m zF^22%5=MM`aGb*O8pB$GqD#$=OX|~)#e=&)6UK zE7*+e^>?{=99Vmbm@h|lcX9Ykvwt(m`v`DWA_GIF*s`MqA6zZ3m%_CQ7E}j3%F@t3 zh*>QA)t}FNBB%BskBmI3lmuXq4LuIDZ(ldQLmxcNhcKbUJUel(zQ`WdTTd8dt-czB z(sc{ynOln%PdbP*BPiCoV&O8WCY~YKUfjIh^?^Qo;BDJ0T`nXA41~CxnSW8c&L@)B zX@^{(0Rv%AP)b1$zS~Mk*!|?uak@ZK!<}Nr5P{dYQq9a#>Yojj!eJw1JZUE3y4Atq zR|ew(b(TDB8Qk`e+DoXt5^MHI-zsg>!*DxWAXmHndztEd+dw3A)Ww+1WAS`Eb}~%5 z8(MJ@XYlGRV90|NLGH-LTz?M-v5z^GkCfV0>KySpH-(TlaV+{sXfiEc%`f=ZNUp(I z-yn+1lj`BI^9a{CMa*BNu-X%;HWqr{%}EQxw=YOCPsb^&^56%m_73a-8gdH3+9EK3 z*kT1Y*wIVoGon!?P^H*SpZKeLR;JY^EReKNjch(h*CR2S`bPsAGk-Tb<(p{at;7B# z+#}>RdUmc`ivX@RnJ|K>o^ONl{pTC-4j7`d;qHxRy>j%@AxmiJdb20*n71!WU{>W% zl6+{x7@PT)_vmBez6=!H3h_SqErec2qu*RfxHGAa-XQcV4 zUd03j$Gcl>=YuTg+vVjjGhMu9&G)l1ER3 z3e(mEo^tFdev@=%wOJqN;9{{`cnoXh&tkV#24F%yS=tm=FMmVmw_?lyXD?!sCmaA( z{j#DR{?I{sKoEQ!-K|&KFOs z`j*=iTv_4py}akRx$GL7Uo_2FJF5^%-#taUpvb-nc^97+-_ZnV1v7{~vUk4zMsAen z9N0r@!tuq&tb;NKC(wsA>26{mcYjGwNn##rD>#EUW`9MJKi;%iG2GRH}I9*pH1GsB6hJY zM0nZGd!cxJD^^cvDWOgIomYBPbN!-HrYe};Ls?L-0Ic8))G~yqjB#*yR0@mgj}ZfS z-*0D|nSVpsXe_$T9!hj)weA>gT#+-KifJ$G6>^0VA&GtS(B&OY{H@5=!a_zvjiTGe z4VBgtoL*}r5*Fve7`ODMkCf_r)CZ41s4aEdqV34l?M&GVU@Rd^-OKed4g#(hL0IAL zqI$q~AcR->{-x#@5o!)U;Yj4*qjRYgTAG+kjeq%!C_McnT=MW6C}Gm5NO$wILeHfn zBaS^3cJpI0F>%>{>4Q>HMuM-l;S~) zqJJUiYa6(@HwRmJ3Z6+@|^`^)Jn+HwU{J7T*9Xw|xnsx-xExkfOzL6@+r+4MUCbL;L0I@VyexwI>3Q z{-2OvOa*wPxIaQ-gYwhdPi{#p!A7gl_kTd37#;WHLfk~mi#=f2{Kq>BSs+R&i$>6$ zE`LK$u5mBg12J!*Qh@lw`;(4E701G>5dFxP1LSSJ5&3R`ggB9!{iGC?jP;2X$$u0P z&8HD$&B~w@338eGL)+H0VricpZrR~vlJMZzEzv&=s(z$8+ZXPYJ^^5Esei9s7Jp=j zQGGf^7Mxj0v>;dI%E$UFk0Q)eE8z|v9E{FH8spIPO|!|brJ9n)GKCyUI#G07@#hE8 zn|w5c;5c2v{WAQN4ZcXRx7aE zfnRAJI2j}uOTUZCk2(tnfb@JJw14J7Hnt^mlf2Ilds*N2eeahno_t1>k7*qGH)_*B5*-6I- z2uQwuNpJPvkfW1O{nY;LDrbB%xz)@@UP5ce>P zEPLE!LE(IVT+U8yZ05@(#ea}2Ff-bAj!-f2rRK;pN6(06ho_^fYA<9~il}gjD$M3A z|2C7!>)D=#*H(7BzN;9+;)E_x^j*9`r!Ul5M0ueA zy_Kg3!U|$#`C5QBabDG}N;M#s-=wgfyc{Xt4;y&d=QjJEjWG%#w12Ev!TZJtGdBtz zekUD~6=7A-i6-zf1Gdtw5s=FF_BLks{iGNLjVv_>)N9`FN1HOxH)((c>&DmoNKolT z{%0*KkaL>Y?I->Ost}mPr8nh=xN`)?QBeu{d0YeeRH@xjK9_}Ad^$e6-Hvm)vn-4j zbZj=`a^CBrFR(L-vwwUBAx#lM^5TI9WMVF<-f3Nw>k^gP)Z2ppp+>3n(eii6~*R&|K1 zQe;;E)4C5IKTo|}e|R=|sgt;S%X0edi&tgFeQ -2 zDdFQ25s%ikAAe3PDvZlGEcqCo_e$1O=o1W1u5g1J;~R=CT48VzwP2X*!#+&OC0$y7;!I)D?w?M=g}cplaf zUb4C{R!d@Eo{-?jtG7vWaXWn632l6FGq`(+&wQ`I1a1|SoT zZ(Xc}a~rF@WfAYz0FzlX-a?4s7eaCJmLkJ@*MAtM53jr!`ik&K+^YhHHc~w=k=zoX z9%zy|IfNFSldMMy8n!)=j)Neti)q=nh}Wd+k(`x_SgrC!e&;#v0tq|}R6-+l`VH3X za-TI`F;UsA`@J3;=62w!Dp541_~dXJe}3E=-UGcxJWxZR$nT)EDi*piet87-Q@gTx zBYzjGR6f43$F4BKX8+7$xx^w2LTG$KOUu6SWb*D_5`zqnN}KnM;5`A}7sLPhkUnzf zdZaQMimemx;ap7nBr*OC(4lcNVK<_j(R_kc8JIKeipc0&cqJQpA=RkCMs;rp4YK8I zmE5*5>+epuJ^`mf$^Ze{R;;x_-PwIM;D3#E@8`ePjxxOCe80q4y)@9&t1~g0{AP zVynBKsN+Rf>fF!bf`Oosi%-2ZnoVvjjz|;TXXY%j`jFMQ^2_+))K;HL0OEPiAb(ar z53W`!Ov62YcvM7rL#A+I)4cfx$iE(22?G5Y4?*V~0~v3`Y% zz6^~jo{s8p2jea62m&W{=O5%Q0eyu0F%Z`#@JHA~80VML?gX?y4VV#zLfM@|qO9?d zRDYD1=7m%ot4i$*QU&RI-aMC=qJLAku*}Ng$6m(D_qu?D^BmbZoZgw0+mzehQJ=|j zAHK2(YG&D}RRTGA!F7zpX?i-xJwS+EbEhn!SqH`$Iu76guDy?k& z=_41sU#HlAHnXw!LPittag$aX?7^BfVKRR-)p%xA6P3q*V82D{=wxW}JN}ODt$kGB zyA$N;ldXki^Y zRW0Wn#1iO~`$6%2gyUdbDu4Yd>_zI+evtZ^IY>LN2(Y(fvuY26Qm>QR<+tJ_8-Oej zToU?fgyE?thLi{aWJ_Bu&&IJX@rLFS3KOcrJ6_1-AoZ`2X~Mzevz81RLl8F8z3oQxmv=lA);s!qQ*JJ*MbN7W8@z8k+JDzkiHAfpD|NZ=-DX zVLGh}LcSW#fDSV}STQEv8^ao?v-Lo|78_hbe{GX!Y@OeS!U*1$J`41-Y4(eSNe=#T zMF&5DXF2b61zct^zY!e`OQu*sA{O~Wc7*ePW*Gk&DK+ZnD-|=JSS8234=620#=$@~ zG4NLm)tHbZN{eL_P=ARketWp2xGc(M@FVjj$x7+PrdxNSg}~ zA5oBF-Iz@^{tAHbm732p$)gZTUB_BS%V?sD{EKxNb<+fgy2XklNK=Wa;0%cU5s`RycUco?8kyH^IwWLfy~x4CtXI`D>VKheq4t>(d>Z3$_!Yq<*1KE8k}Sc!q{h1 z<_T=(s%8&Y20%!f&!T9N zZM3SAln}nK2nvClkgqDvn;@W|5f`jdDKEhG7bP3ClQ!Lx%CdE*u>}4Y|7z#{m2(F@ z{7A27e8FPyPKvk78_P?cY80!)E)rUF8UG%`(VgC2uz!2gJWcfS1Nj$1U)0_03E2>p z_L86%F_yp*sp8mPU|E<&D=^X5ZW_ydGHP!x=KPJMCtv^fc7HF}RiV_u8-+D4U9s?D zuTk1FBbivAboU8+vI;kevVi}9Kt zt+D!DmVbQ(+jEvwOK}(_E5pFNuBGX5;pA!nuBeNW`94Zz%H(CLDRT z_|V6eg=8=apP3U!&C5i{=Cc=&ev!z^!%?bw=6|$t2#wDSiSt2P{n~g#?OuvV`ECoU z?*Jt9C02V=j`d;m&T-{MkMImw{0zFN&ujIT7!WAVR#>CI)oLJ9a*8~w6kcX{F2P;8 zKH!T0uQ?w(yL}b&3mn|CaR2dqugk`Xc*(i@jlnw1!}q%%9R&2glbuK;wq(DtGw8u9 zAAfqPIbFj@BSg5=?wW3YrjSb|nK7)PXTc>RaDoGSWjkd+pW(;7K8@F4m2#qr;H&>BE*b>LCI!MGY-#i>XbHX!B5b$`EA zTgLwM4N##ogC%5%n0%-2CtAgALF2iw&0k(YIcBMYi*T^lAQ^z;ew zSvJ3{hX%pTa=Q>IP?0Ou0Rh7%Puc%0Z=wQoUIDmG0gQcrCj!eiqu~hKnS3Rf?7UE5 zh&iNV=Tk`K9$pmz`i*G6Fsmz%Rstqns06d5oP+FM+aM_O`HT~T$$$L}TVbz;$)1US zZRSXyKO|Wl^eGeWe4k9JW&SiC;wvxOpbW$`{K1K@?=rUnKc(mj9Jy5w+4AF#gui&! zb}e(PyWi6d9G&cnbl0h^-zH9Z%6vKlyrVVZhcaMO&^xP*2u0p*Pp7mnr_WA= zeZH)8??YlVt5^*C4#-xygXZJih4I25eKyIPJZ^48aKRW^*9`s{g&&G zN*Oos8=F=lANam-=z60K$v@>b6>U2+>T@?m#}(+^bBM-Gsec1e$IL5j!w=RVT(N_M zZ+LJ@n~!(JaSG}nr=!8^6!W5==DNy(gIT5XKymUE&;$@&5E8bWwUoeqWaI1!<6zg` z$U=-i$FG09g#zx=sBiIJm}Z5qGC*ZC<#m%eH)Le=o4eMa`WWz{|c&n*#*{1%II~MZzXE+uWl-0LvtKts~YX z96ov7(E({<78z5M-v~a?ngZQZ)L>_o{Gb^O<%rHL^d1_wyZ-yX6WR@OE#%&7I9AvR z3)VMdRtjQgyk=)@C94)uf^^rnaNWViJ5=MA98pxPq0f3j@I@J+H_?9WsrN3@{XLF9 zgY~&Iw0~-z13cI>s3*0pOn>><54Bp23e(?3uf}a_gf>=aK&MaZ z$8oEC*2q^mf6?X5A%dO$MLL~IbcW0YskDIcQ%7!t<%}M;(tQF6npm z2Y>4QVhiRN5nUtxpL&bo6*pT^YWN)yP*DvP;KNQ~t+%qKzsY&`5unFKx@4O%zv}P%vf7l{=|eITLiO=kXt2Jz4uA03ryC$ z;$T?!T?zP2wceEbMd;k3xD;U1LQOx$AI8}S7giA1ATS4^y24`UEUM{vVCx#d}A6)K1geA_Gr{#Ig7BNy^3*x0y|jYyyuQf`cP48n2B~<~viEYgOwc`i?T<`X$ZXi9^Fei(|c{hcfDZB&*aMA6H|~ z6w1{SdL#h;ZgFexo52AeCHO+?Hh=TPcjjU|w*^@n8=GAi*3wq#4M9zhNr^JPk4e8A zF7w7#L^fpWnA}6@q5O4EN@DlQt<@t(Wk2domiG}!{><2dNKuuFJmWfQ)T14|yIv+y zDr2K54T}p@a^og7=Q}=51T?t)qy@MHTZvrI+9|H=>n~-qp2&a5Oc!_oFn_gcb3eGV z|5T_bi)2y=SL?bd5K&j3b(F|{w?JVs+PlOzlT5IZ`j}2BVy4$fuNs)*UI>^NOBY2c zph(x7ZaE^npIa#0E)^qp@!w1f*fRc7+W57B)HajLz_&It@IjeU3iYt?8N0$%Wjgk@ z^3JC@cI>{7l^J9uUiyoNAAhI$G|J=}M}^Sey1+Ucvtywwn<4Q?{UimLd#fNQHW(0a z7)cX!CGcxAE+iYdL&a;W3fwN?-7NgZp`2~`y8z*az}#x%B4e-#BDTp4C3bA+ z!!*W?3qvE9%B_b{h1;^fLRXkw{V$X$l2$iCJ-M5H0#+ecn`Tk6gn!{}zS>kzP2NvM zaq@T*ZRJ^<7HrwklScURl$tEpWk^Jd3VTutujFe zpQy8F-NySKh`)0>@ z(G+u(cfGzC)UJ=e-|4d0Sq%v7&kIE?Tu%dVB0wmkFgGVLGvxk~GY&e{Ud5_VpcqDB zFrF1bM4(vCI^u%-oKs z+uMi}wZ1!zmE8#9g;u)nZ%ma&tE%_;*`ljNJVF@5!M{}O_R$@shD+RB{iKA+cUDL5 zvO*B+%?i&3Li!jA47-R@n|pz|9{sS8)J@guA#&G0qkn}dP&ADhpCN!-3;^T5eE zlrmek(SJs}`FmfmV;o2MF$?7=g4ELHHiD43&3E~Aa~cBQr0m&lv6*84%lq4rOQazC zrn6U~uWHBd3hZtUX%~IznJjL${8W`&TG>yf5|Ts6I|bdQo#6##ME|0^Zm23Jy8$tT z@~DPC9mG+lyl=BFw~EmZACTH)kew02hHV1(bAO6Oww^q+g(ejod+v7Szx(pAQO69z zR04Zbt9I{ocTlINXG5F7wYo(N(J_O$lxOm;$Qu|EZifrb58M-94iOR`y42DlHaQ!l znHZ(3HN|x0-nA0tx66B&TA@&YvB>$K2+6GGMuuNd!pPI@I2IeNa710;lODwP^j`={ zm471@UgJv-leymNZ|Hf@cT&Z0p;cFKX#QNWl_OMRr~zbp?0@g?Bumiq-#hoMF;%T+*x9MBJuF?xr4dxg zz20ly=R|)aGf^STNXQ=)Q(4jnu8-G0vyW=KrL9#dI=<{xS#dj%&Sw|x&sNV?3=ril zL|#}$ zHs3i&pDZ=-!~3Z2p)K0BuA#`SH5DOIJMZ)hIKgV|qMcY|}ML+JEQn>kiR7y-s)bJCC^XgH6$-yt)$IS0rg9miL{r=p<84F5}U#u zWjY^bu(a2HEOY}Jf|_8f~et4a({`S@O_|m zsYJVqKo~o1M4ik_S?@JkR!(;#m=~dU|FhslEz+)xaK!e{$BR*mcq`Ros^)tqMXkw~ z>J*dn%JF;*7gUZkyWMH@0z3XZdO1gHkQs-;@sClo#ioO@Ol1kUn>a>>9xl1c#t}qA zPx>6cRt-YmN@PL82hUM!C4b62Mic}A`8>HuS7Pr>>X!hsYBgEfXSAV*UcH+Fl0Z!K z@JAFdh$Xc4vr74ij6g<4=HspnLq7ICC43pVWgLTZRk8~IR)G~e&;#XCC6yTy^qU>G z$tcAB?-n2+$qIb+@jk8B1KBT;#IA-DXqhYObu2Ym3ECvR=C}x6%YR6XJdv%9!d`?L zekFL4A4W{)_gcZz2g$VjE<#-^w6FXp=AzcIh~2&-wcmAPzK;XYNL3ws3nZz{MM*N} zN5P6~34OxaUKSvPaI%8XGXtTfOZNAo!Bp9v~_kH9kgLD#sNW$`mzElk;H2%#z6yo@WJ^ z<A|qwujW!RVF_CBIMQ7i2r&K?g1(u{IaBC!WG{(j(m|!o;o=5}UR+k0W-;Y<V7XriAD9I00rs9D_c=;}YSW_lwq?n`8J z_76@b1|duuCoZ+o-O0du%g7v_@}q*5#oG_}&H5c2)o~)~P3?T|??LYdoSV+y&V-Ge zid`9hUPhxe*MBpCl26+U9&x5OLKmE&Va}4Jg|I;eu0E6n_ofUJ%2>bd%Qo*q)}If9 zglYlwO`4^{&UQxxYUj-=K-ohHYG1pYLPZcDF8MO1kM*%i3 zu)bF>^clq(E~68d5C&;ZG9U_>#AO=0PwHU(&QuRK-kj2}d5}?Bs{8BD_7ZY#= zPeGK))6j5pE)FzFm3^#^p)YU0b&Crf>>q1-=6}dY@VbQ!O8A3glyUBdH-YNecGR(G z_V^JQ(GLG6f#MFo^6#SKXBCm}u84CDft{R{ zt6CHidz3_&e->yjMC+j8S=~#f@0j6Tb8rb@5{N1#1c}U9An>2<_(Q4iD9zF63E# z$2$cle-^a9RuaZxph4O}h^TUOuo;uTJQFJ>7|4ZF0bhWzpJoG8pr*dEV{?dWQ>zd> zy~dKsX2S_ixva=tg^+}ME^-XP=opt;kbev54lyRt^wEzUgI!ZySfjT;&C@Mpz#ntA zhNL-H=lk(>4(o~E0P^aGsu9~~xI&`MoOM4VAdQeuie29Q^jPr|b=iv0jJN>#41P8XJ##IlCnNMFTA2!eq7%W&^g z-!KdPJ2~TAZcRZ;imv_Qoeu~+3_FZ+UNgt9ImjLLPSM?d`mCN4nHHfBgSt3z2PjXV zL3tcB+kq}(1-kMN*8Kfn!n>;VvVYSsl&ZmI-`2_1AUe6;jJQ{=#dO}8OH&=$B$yghgX@BNIH6o8k zw;0#gg#ByGOwGaO(q2Jl{Ynz5m%%vQrxbg=i(@0jD2P+@!CgJ4#TR54;NOKe_E%AT zm8R04VK`2G_u4FNK+zHojXwJd;xenF6yA>ejQkc>2Hk{uO#{1@3tdF2CNQw-`3LbHVW5c6?s-%i7CP02 z4P^~f{^-I8Wvo?CPh-!#fTmNc*g5sMY;M)l>?ML>?6c=0>P(nXEPFYgJFBbMtsn+; zJ|3Z^_i2VLg+MFP*?;5RqnlPQMECK2-rtZD_IwTw3}RLNcz3@T+eny@jMw~>+9^_8 z5WrHCrzoFm8(+X}A0nRVats5Se=!@+ec6mjnN3Sr;RMs6xcb`JtCHZ_PF?KDobv2Z z*Ll7)n-BRDQ(!X6qj0d_coI3pK$LvjFQFrKMCcnJ>6LbuF@G_?TSHes^K)r%>wP(U z&hOhv4R=p1$dpo_-tK?0OEmV8Eg6{@JY%ir!3{H?CvZ0p*96R(`f)ywR}Dpj*B`c| z*8Jfkc(YTP{+-#Nog_?m8a6B}e9=ZAVgwloA{|plW=ApRl!{8KvB-!u& zz@KK-b^keT^|o=n_AH$eaAIGguz7bicDTCR3ocOvCo>`ejZr+Gh9e%r<8vV>n1z8U z>G$D9!^Q>|Juv}tp~y7Ii=d;Dx*>W8hUo1+p;^14lz$YEQY!6C45-_yhp)>8H@?nI zr(XASlP8$k!|<>aFOcv-?DZOqoY)<5SY(-a1Vd7z$3r&LwhO}2kbq}x?v1FW@B23N z2EQ`Ah&gO1PI85m-<=mV&G7JjK-pm+b}a9~x*rTWfHZ8`#ZO~$%TCFa*ThnAg8U>b zkMNrz=zp6*?CF$mg)^mmDpsvE@^L3|tqnjpiWX8yVtZz|CPD!<#=LhDNXiX`3Oc)$ zi%VKVPHZjFa#VH;k zuOB748!o2T6IMsXI?VmsiMZk{NtlfhK*+vR1@RCPsB8=nIG;b6$fsF4)|2fo&3_+2 zA#1ru{#FMEXp;`Mb=a?r6XN)ZEu;$3jUJLHe*7UOwL37)gOh1^plL>8CWo=^jkXV1 zNw6(QoA`JeRZtr1`Vy9t%r*4&s-7n3j;s9<%tI+%A%4 zo`&+@tpPl}eYmcjSd{!H4S(AjrE6P%&>ErpWc4Fi@zKUp-X3>`J8t1{zGrPpBA53Z zm#E|^#n^Y`97H_dr`rjltol!Ms8z{JC`5F89JC5bL+p$mrk$$vytB};S~a;_Mqhh0 z7*(17NonJ3;0mx`fZbS+>15;We474Qn$q2HyUs_xBs2 zz3{bfm*`iL&@NFW7Crn;1YZ*oe@%q;GPa*U&t)N9o$Q{Z&!^I0nJBu+^Y*8(&3UP0 z^Va_PMs0*3SrY|^e}DQxKJ$~5Kn+d=L&OlYx6|pADs`xqL4OX~^DD?0h_Y7M$6BWl z=9#K@#Lb)zxSIOb>@VpMuS6x0C>lHDUdJ;Y!gXj5Tvtmy#RWYdo*YC+NHzgRoP(Zn z5?ZyZJii_A^GnPu?Yem$buRDZIsH?YUFwS}EikS9Uc z=G(Sy+qS1|yQgit|83j0d)l@!ZQHiZo%j8ABR2MCqi#-SWJTpw)l(1}{YFm)oJcrI8M9ORiPvA1t{s8cL}GH|{B09vZ+|O65W)YdyMdb? z#DA#i$Q+e_puf>WRzf0j94{P5ANvLCh@wZOdkHp(<&X+1c$g|u>?_xZ-xj>SJV39N z2LE}*evnIU2WJ6{%!oh-MGha9*LIjP37Vm+3+nevQ^;Sxt`(~?tt0UY&o}FY)4(Z2 zEw`p8Ssj1#(Lgbr>_e9!_BW>jmmT4y!i;lFnCePO?^C%&~EK;i+vk3!~lHz!!2RoV22g2aHl zbgzR2%c157PdCxUf=8u->LvNYF-%~X3qQBCkSdj=3$Zzt)omtp7-nF#bV8~0B zbP}%GtJ7ofa(LS;pGSo{voS%P(5x1l0^Ey%=MgUQ$i;qv?s3 z4g0K+u(tqDs^ao}21ga|!?Bs{D1I~BcoGWzVsMb;-2|f^f5tpq9ptlE4n=JN1BiD> zS?h%pXl|1;@Oh*ZC2nCmiW1asDiEEVY)4nbh|?GG?FK^Hwe`U(4xp{67f*)KsZ@kn zKn*p^4wk*NL9L=Agu_W)xpF1djz$JNq%1)a3!Z>j!vs_JwFIJP`lAr7P02^#qt4`| zFv-M@W!ZsGX&A(@B;KKy6GRWFnew^QYl+I{oXAq284pp)R@`ZO0#1P`OASdjjq+7H zpz+8%IYUZz#7>-O!n9l~Q41WDTdgj0zyPAIG%zQ<^n)cw+hn3L{m7D9W*!ozFK6I0ollAQz2 zkxdI~kFh*nPGP5kP6h8=BaQ2?O7fAQSsP3Hv{`rU2+DXm{j< zR-{$=Z5h#AOu#IXW^wZ5Qg@N=rAB^)vVY2wY(IK}LM0okO?6%dF5|gg=APrFe-99w z(eK+z_q-i;xhY5KfW-CApIDitho9%($)A8>uubbYk&!p08D2l0zPTulIarz2GzjYm zM5TouOtFS}B+1Fm#F*MjYw0DyJU0WAM=?6>uiRL;iyA;j7#dR{Pp zkdRY3R3%yY&d!SoxxoN>5G7%5(*(T8P{MCS)TXE>`H!HtW18fK+8v=8nR%=_{A) zAJ(-Hn-2h$Gy@v^U;MQ?*KPAD)}fVfE=qA}EE_+4KROIOf8Jjn#(QpEO#qGBwdIS& zRprH5}&G^WAdCX!!REK$AvVkHOyi<0jXLZ6-3 zJ3^3Z5T|&ZWpMxW;6dBi9~R=Puc?lViZ;mHNr2+WN+O4BLH4Q!R=^)l3k=J*6`VQ8 zyZrpV{HFHBIbZUFmIUprltEHoFN+LTA1@HDmea+=F~sr3bFB9^qy=FAJDymYJt5LS zp;{CS#_xDzm2WWm4ZgX#=cKB#I!j>$(|I>CN*bg&-ujrM);PFwCx;4oZ<4E8iuo#% zV}6sobY55wi87DTu!2)1>og8`PNM*(*D&l89|X~4{ONK;&`gGf>64J5(Q$Y9gJIe0 z4}M=kHX`4g9>u}X-UgsS+F~_qxY1QCii#VdbP~~cB&INh#u4sGeQfE(fBDd*C~u_i zo7p7NI9MGnF;hN2)`r=~)Km143b`QVZEY(?%V<(PugQa`40YO#?RY@Qd?xT&o&SSp zr@zH6_%|bwGzIhbI@pVLr&3HTM09dMPj!R%n$0zp{z8Vq6DvS()1+(b{t>@J*>96n zQ@e^>Z+9vsICZbQTr#2`qsVn!oF#u0uo})H17D^4=t!HJ;l& zva;;-RaC^~#Qc&5M#>r*;%}4}9kj@H7At+fF_HfF_p}Pk#zYib=nPCF(mv_e;%{K^ zbTG~^To0J<4CP4y*FTKjU+>E&Ie=cAm<=7UJZCJ zO+VrsK#u?omVIbWFq3$xI)lOrQKQ0X8~bH$d-}csch2>AP-~HI+$eX9DNA+Wcqg{q zHCXL-3)?;F&}`7Y3oRRL?RPT~(ca-yoTfkSER|XxX&cAY-BPa^!(4&%tK^b?NxTMB=45T`wZdd2v>0`0{)oGN~e z&1^u*_K*?N>zJ|F?vknLi%+ZXBO7Ic$ESuop?ZTDy2M%mBvOyY+}u+PQzD|`rAQR{ z>427EOsBi1dvjq9fP*J^vyRxRh0Nwx+JoTlP{#D&m`;%~m!|h^wGjgdP9P9JcnbH% zHnNBGpCV1JH#PuyZ8UEkO`}Jo-U+n@KNVoz!xs?c29)39OnjphMO3}X61O*!s2P0a zfQ=Qg5pt}R(Vjg_y+!Ib%9&BOqAfp*Rs(ur8!+!E^a;Vjwv8s{w2CXBN*bIDNj@m? zMoQaxRe>>uwH>JCpaffMAN&q)+47=7SExCK6-5_W+xK%>nel1k63Y-~b3;=Qp8%-! z)xPMv41%d#NMK=!Nx3!$IhJuWavGr|if*1F$56(Y91JVh#-V`*t+h3QAGyB{KwQHN zgxv^ZCcmfMXXcSHAgt%q!C6+l%24RBVQ{8>!2>gtVCG=kWgnw%t9uV>tvxw)3D@A1 zE3OJiunv7uwYGlji7NUzAas5I(gjqsOJP3HA3D-JK!GrC;n)lr(9!;Oe3Tb7faQK~ zXpds+x46mzaf?a5!kxI;3^JO{)R)|)m&D^eHa z6hGK9R!=vZnGDW1QwJd1{rP*zpHxsK%5yAt^$J^{`K)_o=%ZtC#ucuyUJXEQWy3}6 zj<=JRD9oxzph__R8&dqoq?J}GT-Qlzf$xH2GHe4hDY1{lJRA^Q^4o-3`w&>=^e?)r zxioT$90DZb<2mF#34u$hf;brWzI1Z$Z<|+uPt@ydi5gJKiB!K~jsPgTJ`N zQcTq!iTu$M5G{TMmVG>fMt}go@&!V=oLbKjW=|9rI1c@+KP&`R&E~{-H^t zb679Y$B>@2FCQj9#1LAf6?W+a+Q&V3ij-G!A;s#Gp!t=aVrmFFxJ@S-V`L+g+11S_A&J;P8*u>3v*ZAHe$}-< zYqFtY^=@U_(z|StaQKa&IJjIaD@4Y8B$*B&!qcG)2DQx-L`9DlDY7h?Ooo1+W-h=d z+vR8r(sKi}YWlm|C4wD~SH+$&hhh4%FUpyWaHXu#YlW(Ix8P}o3>qrC#|R4_#c~xR zI4z)JFEai+ZvMQu{5=3(el+4y?kA>5T`>e=k;$NdD*3?Z5%G? zs!cRYMK-y2kv~`0GfLM}MQ$!)SEzHk4mo;c#oQsy?ft!mW~z;bHK_OR2P&5i+jOVvD2lmZ6g?~<9-r5B%A^N{q1uJ!e9mXkF{erw!q3KA0dm4Qv zz~$`DJo%KXQ%M0ztzw6Q`bQQ5JYDyL;ClD$qO~JM{1ukB!JV=UoN<~vJa`nRh>b)L z=w~P(wM6e)n!-7Ut3ewhqDM$4LrO5J_UpCTS=410p4L<(GIH_~u(dh&-kXh! ztu26Cub|mKo8aqz*R*rqiNof~+zG%6wh@AQFki~g2$-1Kp99PI>bMdz$YPL;{q0HU z+0IHTpA{&EpKO0uQRv^-lnDS=2_+U-3^YQd<4-aMK|}(Al$xAOwhu(rw@U@Kx(y7y z%dyCMymxf;k#^Jy+lTXn2!?+K(-H>4HAi?&WR8Ug5=b(K_H!cSiv;EG0t9^7H%;U} zz>1H`Zi^1o8recD1P%sHJS%tFro|g%3zTVyi?oP71X>qF3^WbE2Lf;~mD9hvTi1YC z)Rff#5%r-XGyoS33gvPTz1oK(0zncJ8ER-easpk#)JXyrNIl{c838dZj;u{Ry8~Nv z;$JEVJAlDm0SlX0u;8cD&M!d#hmr!H{^5xn2P{Rn0FeMr+`x;BfF=>HEMXfRKepxx z;pBoO5`>r*(fz?ZNdSP81_)rA{u&2!BA6UpIS5JrpX9w`n9%i~Di8r6kl%=6t2{xv zdUI?R*E_8bwF1CDCEi4M*U|5&@E-?HGdO)x8u5)eKnZnFJZ11GIU59UeWP<1#^ zhaTid=kV(%;=?`WdxG@)r{|q)WhLA**xI>&0tW&R zZ$9h${r4(-0icB_m=y~~BeK1PEO3vjNN`2%tbUi^pvX!uJ~C za)N_nxy|!9yOIU=n6tk9!#x}+`s~>x>~2A! zHBpht0oK@K9|h9qbw`-dFI^y zDNey`dlJ}@AzcNahDb^lF#@1!{24iScWPG^3XSCb=@ve^|Fv8X^ZUd{jam_qYdm~TrKJWyb+oX z1YALD7WS*H-O&-VD2DXqMOy4)merx!9W}I&dOw9s>mFOw#e=kS0i^@!-=#971pr?< zySaNbQk#uM8xWHu_YOOm_N%5S*oS6eqamo@LiMdxg-LxcXacnPlZSCU>*Hl&mY(s_ zEQWH928bzq7x)SMSS5cJ@;W&@36Lj%X{OFZ)Xbx!51lQh#`z;HlwT%zohT;uBiH|$ z?QQuduc%YIcr+}|F>LIFUD<(g--LdZy?!)}xQ`3*rB0Gxkx-WITiA?oJf z-44NCnLTGKTC1FtY5+3fPP{e}cvRO?#{KoMaCNDCDtnt z-liQqc^fHk9a9>-;b@Uc%{~0jvaT<}Z#0b)H@Ymzci`aJ{3zTMCknDKR1_c|&)C{9 z9BCq=him^8(=7nK+Eb_Z_ zE3=SJ+_yrC+x@`6#u(4yA<=CI=;fo7G^i+>moCQdRPRSs$`Z3GY5{)vJXQm~__ri^ zWnyN%QQWu{@^;-R;o`DRMv%2?lmJJZ>trpZ>qiG{8_8ZoT;X&L-D|O2dL$b+cmE!mL>K^am_nDRwv@(ZFZR#}(knUMXPD-l&RR-mNQCK? zP!CYORC#QSuQR3oLjmvKdm|9(3Rx%0G~SS~(J(JA;~f09_4F%Y#rpJgX^}xFeE%wP z?2WIHF-k*ORDR%Q2^D#Xwl-nC(A&3?(%;^NssXJGJkFxk#O)mQSy0jcWYk z<-5C`b?r;F<^j~oZ26+_owr7y^A!R@4x*|4`vcI6BKkAP zt;vXIT+uuxkA$YdQLFv9<*_VmvY4l0WrnOpa$Uqa9#JNn92rKHTIsYAnX%aCubywH zVYP{|ywvM4w$gaDL3|c5&22Tcn~Q(hB&xi)#z1iNYvr)YaJ@xA43Fx&HixKLUjZY7 zz%wo(P~MDgV?O@HmQw-4_Lk{R1Bon!dR!l{+G)P#s{*737HR55O+dI!kSh8qsWTnz zr`w5dF6H=1p7f3CWXgp^oy>6#D(uvwk3r}GkyW3_lAjmrU-biNarUOWGChH@Bx2>? zmv+>3)W3pXZ(kS;R8$5>*kR8iwgCo>TFp1TzFx+-Dl0nqdNsCg3H(D1oje?r>54zV zamcOOM0jpuc$W6)zSIY&qRkrR5s9f?8=a_nE1m0fk13osGY=e_*p;R;HEAzY)liRD z{QufsbhR}5#$=0kI_JzU(u+Yg&Y2+$S-1n*IYI{)x2ykfD4vu;`B~(>_5mDxWvQ4c z>A7dPu8}#-<)QVImrZZal1ecevg*Z({BYbF5h+CpOKG+;w@yUXHa3|8G>c?r>q$oN& z%A;3WjNH@2a)+_!Z{@_iUYdr~)Iv@sj-tV()C5sp3I#UJ84h$c{@8PoJ@qjmtLT`F zwbpbuS0W%(!3sY1j*B$KC*~LqJGjJ?L8n}|E>Mrs3Q+y%b~ZVj9s?|QUqrO{9eLuw zZ$ZkSE;>0}i=26+1%cPLK4Ldo-12F(Jj%jk&zOKT7DaWf`Q`5~qE4#2cLciM1xk=6{Ud)ijkyId3hqw=mNP z1%#@?s6YSQ^YR=Fc+J!WG`-r}>T;Fg%@;PA5Zk4qADj)Ym(dj+GdvtEK6@F2&u2Rx zLOGNS8yN`T?O$zJ`B;sMA}AlRsEjw-(N)+pGcBk`;^0+DZ%(G+bT0`rgm)Q!&CIUWFb@0a?L9xT%?QSe z*K->SlhQuD7=V*)im7n^W|9a@&?y0H#>BI##11Xx$Dpq{dLSX{Ko*x^MiIjwh!?34 z9Y8bb{8fHEHY%Z`*Nn}kt#J19-!AQfR<6)lEs zX3CLYMj!7J8`x52N;yxc&$R%1lSxR|M5H1*rB^=L6oBg1U(_nQC;?R~gKlLi)qV|_ z>^jPlHG&tELsKAO z*LSp?rfn)aH-yg$J-%Kru~BOdDNOti^~>u0KjcJ?f7^tr)QU>J@xdp&2P&B8YJKP zM=EbZsMgjJuQpjY$A{|Bao!1(KnwMSL8FX+fhT;wPObkH3Rxr_I!nK_DS{5L zl*6Ls*a;ue6*k^0q`GL5bdY5JN6s~r=zapyzkC}iQ5j@~<(}NmDjzP_YgxgA@Pte^ z_(wrgC(^V}-iXZlmuE(A2M->w6OH_ZfZ~&*gCkm?E1%bBl3X1aNKf_eXAWtd96Apy z>wS1;(1YY~c-%2Goy#SxM)kMZK{Cp^@_b1!<|<#!)byY7&vrst1w+FnK^12%r;T2F zzo~1tGUAA`H2Yx*UEMLs`)PTr+A>Qwc|goyAYyK^p^{-22irOSl9UbC>mNOJo_)>V zthU?=kotcm{G=X*w1SH3?M|Xx+02g0{rW4*FBJ5f&nCg3iyg*tmUeLt$bg9_;mWJU z@oc;88{3oNw_-LDhFZY+|nYhs6TnHbegWP8H9xGQ%`q?G(v zT8*1Jg)nZTK-Bweo;}T7W@XhvQAq4{2v168&)Z8i)_SiM>bm$g+UDX6z$)yLG;6*0 zxHF*cY0RkZY@yJIXVfK`K$-*DuQ(BMzU%fMR=OZ5H;OcjZjxbL|V5bcPeF8 zVvlqki%TCyl}hELTtn&boL@0G$@>g*>$|{tJ5asM88T;0@c`M|YZoEOe%d*j#7J^s zajzu0AJ{xX!|!n;PQUM#3V`{(OX!#BQYjP_l=25{g7*cw9yE|t-X6ru?6V55MAT9;K24Vixl z{X)(gKZp0s;(`?O)CbTVJ^^OE|s-8s^y1;b71{ z-Dh~DAyfJcEDqM5T#7}zDYv@~qk5*HFEo2p#MhW)d*#6K z%lfhhVsG9y>j{WnB~`wQPQFgCO9lnG$egp)OvGwu9Fk7K+bvs{J(Mh1 zj7*@AdwE&V{Ty@>Ft*byP>PtazMlFh_5}*+AQ=^gk^z@#&J4Xv>HLWkMu-7RI%a#G znSRz-s<{$IbAw}!5wBg>lp~JGWt9ULqDV3wZLtq1A6~RFI8!{mWu3Fr>o$B*{SoKO z0vI<;4~RCA(KT=0-EFJIj{Bu|FD}TxkMqDOz9bYJPTuE>evM;#+_k*3zRKQ7j`qT& zMb`I((*sb%_j~(8V+bf#6w)oXD1{k%IZ>}SW1{<8Z+@*>2Qy9&V`#u3PAfFKcX#2Y zhO#;VQhk^0*S;l7@C-c8#$CLs{5mUAy9-+ zEU^bbT74{S*eL+^LTDg#C#@Bz7L#6yiC@0kw?>!b@E$NQsx!t?9+ zd`6|a?UoWLwF$sDrDS+*sh3+V*2&xpN9IO!wr(aUFIfxNUzXehQQ!?kH|&iw6_IXu z@TH~44Wx@W4kG9J4JV1^RyW=JyTJ@$Ie&C$>@4GiCnTo(ne0Kb7k!p)sn5WiJkKR8 zN&(rWm!5}PMnJ7N?4VJm=H{m?scUHBzr?=oC36=xdE_vG;ZFI>-ncq%lXFQPG-OwVI%W_tb?+aZW70J9xLHGObDl@)4wkvdPhq)_oo6#kha=?)Io1yThy< zuY|xT742yzN>aAluoBa*j$+W=x5755v;&%3FbL_{Uu0QUsHEI@COKL2RE`>r$<~Y& z+wLxZde*lnZf%<+7j3)>?H0Tsawn6WmBp zbog$q8{`urBeHS7UxChVhT-oA83f`6fA_$!;72#NJM2TYpGvbHjR zTDOK$r>n5odq6j+2EMCH^E+|ox%r52X}iWOkkx!vlJ1rfWLiED6}qGQ~vxg^rA1{RW_G4PI>TLrIUHvVV?3jLh9)4; zCYMu{Fl51GoZog#Se~-S->xVCA>mS7EsbZsXv-l_`mnb%DGr$P3Ex8<{c-b7KisAO7kng9^aVb=p4iEn>}7 z4lPh!rtif+kdXPL7eVUn3Fq%UY~(&U{-WtTtpdX~_ViNezPheLP`x2IzPNxpho%lv z9sG+nv^|3exnQIP{>oDbBA{ij%v$|NywwpZ&?efYNr#;8Pu+aGX&1o!uboPxq$^bH z+a<+AF6X?TQp0HC!xPr7}Q-?T&J#WXzNgk6FcA}Q4;Eans7|xhH;ZM_Gakqa6 zy4{AF$z;?Z8+?KBb!{xcZPt4^9#g_E55FAs3f2((b?wYyFpm9BtoaJ@Jc1~MrPb6 z4FQhU+Wug5Ffx_dvXboaJ|)*6h57Fh-QKme9OCaQ37LSQay$T$pnY-b3MI~M_?H^E z8v&^2jG^Fim?CVa9;p}Mmt|L%2{q<*rF0ll&~^BITLg~&BcmL6nhQj_y`&UtN{U|W z%p_X^bwb1et@##O4DFW?S4DEIGGyR{wK0Gwu0ei;!K-I zL=1*uW@2V$VPfNCV^1?gLd5>R$3aMlDQTU72ykg+$cRWd>})WM5|&QRE<|kq31v;~ z%v~&qSU6a@|L53KTgQ2W1J!q>w$J3#6mRpFVd(<)MtetW&ib!)wgX75LR-HSa<#(w z;@+OlHt1riH9Hn+SfoCN>0JJ{*%oSWqoL$Ts_Oj3Vk)*|@I4VUMP@N33-(ZCVjF05 z;a~__6Ex(JzsGrgv`IdE#t}q|GbM(P&y(LsX_qiikX3^(^yK&7RuU%+|g7r zg&`r>@N?4ryvgehAW|;WQ$Q4RBOqcDFr|(XEoO`EjpA>c8Pm#`8e-hk8&xCGk!N zpZ+1m1nq1rH&?kB)csqv4SetfGjawyk58O# zxeL!@P?QQF$8@7%=E|s8Iq=3O5$QOVoz@YY=^^RnG^ta@yZG0Jm_+%XDRF^d4v5HB zKotOJrHx={JG8QPE5$O^Is-#c58OQ(>6ShevNk8t7sa_b|*WhX?7S}MOubQ z%xJO>4m0xVV*O$f+q77GeNDBrX3Dw@gl_-_j3Wfrp*zhHK7qqufxv`!!rAJ79&p){ z+ye9Ss8*YjLcDZW<^-KU)V`xy-O?A1%toi7XYpNH_7kFyWGg!5qD zMtG97@90n+gI8pZS)ic|n6CN4rYVh=j6{w4#|OZSdL4-z>KGsDls(pbOaq89sJ8(1 zQ!->td#g6?s@fDhc4|{jHj*)dWh>U7Y|7OvQbF$QAvfkZGE48I39|@EOI5kp}oCJ+P5x7y0z9m z_!Ex{>Zc=r0y@d1rv7lqM++{1-V%Vb6@EJ(0mO8M)?rT7 zoiJb@_={hY`fvZ=D+fm<_Cx4y9l1;|fj5bhq^0|s+?rHxf~g4{AFMW77AJw%w-ZS5 zm$Q|XGR)e%++}x-s-s~CuLb~DR`kc%C!d(V|;3ZR<_8YW5)_w*)G78S01D2 z(1BUj$cp-&$zXoYh9zr0vct|x4^VOXWYe6_*;KmVr9Fqu2ix(dM^&ZcPw)J(o03}7 zo4169t@Nb{75A&l=l-pD8p=>_Oe%_HeZ1f9h}D~c<=Tm{T=cf|B(Sf%0T93asg9S# z%$YY&F)0s3VNC#;;YsSYUlw2ogp&O$N&XZ+XC6Ce;mtuwj&jNMz#4Y+yi0qrk@*YO zvlw1)j`5N9YuR|_cC_wg@1=3D5s};bWNFF@*BQpb{{{~U?S^S|WAcu}*(oYtRvy=9 zxXFUISTdkvMQ9t_7xGXK$d}N+k2Zhy!j`SG6PJgl`?|98&cXAd{Rx1REr$J!bme-M z{Dw5bdUbprLiZWtng25js2u*2gYcH_()D(5^?-Szz?iw`!lxU}*t3;m^A|iDtuA3t z*yIjq&n5@%)!6#R*fbZ;sD+GlX8>!$`K~LIZO~2iommOL+w1%Ml`s6#$IYFmk@Ca7 z%CVcA%(l^zuHSy-@-N3B$YV=i75B)wYs`gLoe4wL zt_>#%P><0;D!5J)b3coz!qtVbJlW}f{QhYh4pSNx52vL1GX&^WZ!E}F<9>U6H&r-y&lYir*}^O_=*W4*ym~yac7smXQjwAb&bLVf zQk6OUZmURmeb%z}mXE?*n6uGUus2+PfA9FGFe=I4=ydfd#Zs9W#n!X$de8=J$I7On z$jgZi7bwC1x&ui1{=9y2Epb7&Z?@BUIdV^Nz4dpTF0gNUt;|zM9G+98o>Wq(w*<@C zU_XN>V2*RF(B_W6{l#4b?UZR3O$xRqkS8Ai&NiUGg&!rxyq&8UjO^T0#U*odU24;? z363T}NJD?N*>=|1cM-f8>Y7h`GG5C^fXW`D98?UWKLoUTZEiB$oj89<@36lt>sUYr z8|fj9n^AFXmy^Vj0LAV*3!3?|HRPoAGw{?$kuZ2jB)%f=wrn?d^exI8@<5gX!0Ntr zBr(ap$SmNv zhYV)hFmDto261BXP%t3){Z+PBM5yM@w+i1yU;s<|t2*buslDhGs%kx!Zt4%`l(SOF zzhf==Eqh8y0+AB_lCERgzI4c5t4(x|bz9d%%TE0M+oD60G+Y)X$4TQ@8HsPFdR+<` zBMnAdKPWfda&DwU-cqu5ErHRVmFqGwRJqw-iPnz0d_bW@=dMWS6lsb$Ork{hPW_z9 z{|68`RB6#@b^rE2&syNP4htQ(&We8%VPn_gb;7+;7-pT@c5Ky|mTfgB%C4a5ynHf@ zeNW)DqB9V?l<}b3bQ;-*r^iefz_6s{0B!UmJMAsA@ahSgwU>0#I47`)fH6gI$BA%% z*wLd!Uuj;n*HvM@V4i)2d_B`MB~TA35)b(DJtDAqFYTSV+`Ad|{s5cQcuj#Zkf(go z+j8-L*3@-7I7dj>U1ao^a}KG0fh3OP=hA!sAcDXh$Qo37hz`O{>1BPK=nQxyk~!cU zxW&g44xeP7wR3q!5U|PU78TnBoQ6Wgc#iXj78v#*;n>LUL+&eZBG*4!Y zBjWXIa7~f$>Ye307~M+0Ntp;)g5v)bVp)E40<|T6=>h4deCZ+iAAjk^t5km&Ul?97 zcQJ}d{W*pFtz`8gt9|{HUP3)s%?Qwyxtr1T(F&apo?o!Q-e`WfgqoTO0$@LUS=hFn z?i(!e;mI9C^uQW6nOZ%_1K5IV!`7zycH&kvt~{Qm0|tAi<_G>OUH@MZ%SFUQ^dC9P$CqY{g@_5@X5!X^VN|j7G9~&K!Z2zO z=`a(q5;6aqRJONw`8Ub&?+#@c#$R@3_Wwql|9d1xq{GL>!Y(WpkY#l_4d%E2T+^#5IgDDdw=|3?@zbFuzc7?ZEM`y`7KjNX|)|GlQL$)yYl zCL;@o7ZDMON0as^6M`ZJ1_{QHCL$(L7CU;p3Lra<nH! z)N+R^YLm&yjf(dduXpDkp93yOx2UV}htn10eE>1?KG7Oi1$&EuJrz^znnf0WTPB#B zA2db0nk}Pj;NMv|6+^6KEXg2L_)ucSDeJ52R1xfC+%lI?lk5h%(e&x6;nM1T)K@f) zL5x>8fw1aZa3AOmLtYuE#|b4z ziwv&MKd(>uT=y+pUP)Z)46*hol*>^&xVv(WED#7$DzvUb+(ukPAUNYOk^ZSi5C9qR zQ&MDn#F_APQ#>or=gADqO@x;(oJdl z{%VFmS7V19tU`r#{P+CwHF7Igowh-1alJ$=X5=PFyDz8Nm_v?Bj3N<-TC5xjoY6?; zuc6hI;WpK|CiUnaIoVma4%8i_BtRzK!HIs2#l6VfpO5VvuheumG1(unraDG?-eK7s zLc0s{!Wf3e)X29eJk;k=ZVKg8vos#8P=7@H=#6a~MzMU{A#C?;k*r2Z1C6mmx_U}$ zJ~FJA{w(%S(f35Lsh!Jo!!tfdSyrg;0)D96#cm8fauEb9D1TTbq+q0AVgQbDKByQG z2H!0)!agxDN&zXEFpEndnp6neDco5+aK{d6?2f>fm#!}IL*cWw+(gj!BS5=3gAM|v~(*kCWG=!aZsWY`uIH2!XW!}#0v`yQNw;k9+Z_$G52INCI5v>F#2{_2gM(Shy z(lYrt5_TU8133i_p-6mAdM~l|ONf>fPm>W}kxh7tJmtXCM_r2x&wdfNqqRZxw2$!l zdXL*x+Svk;+n2x*K3+Qq|j$HRKg;@=klc?l7t2`f;A>N`L@hN4h~ zuuz2w%woO^1Iqn@nUEla$yJ5f;X;X-(5wux76%;4gOC;f`<`fC%c1-4N^JYbGuW>f zPP3#Kn&=f(+alnRto*E{tZe9+sAC*O;!8Ph0C}leM5>44+{M&nAfAUEMu7#6nvWoXW$zf&t^IF9^BywB?DvU~Lrd7V!J3sDb2_Dgi#mQ;ZDvtz&j2IG zt&n}M6rF8&VMXMF>Qx4HmcME|XkECNQA>=GS=Y#|r_r}|zG|DPU^YYe-23tp?J6O4 z?kmQ;RdcfzU89KW$5>df2hlIV-*6rZu}BIPIM2CuAij=W=4u;WGZjeB%Pb$wG+$kq z>JgZXsEp!4u^2a|zF%D$SVwC3q=0Q6fyfms(=UR%k@ozcN$&@@yO#0aH#x9F5Zg|J zZoCBrT3u$alsF~19u?5FM^5uaA@nC7JzfM7r zi-uqERo~tdezzG6onzc~Cy~@BlMMx^UsIlYJn_Eglk6zWqkR7UO1V>+7XrvUsWfv4 z+NPfRq)8c&u<%AOy!cxg_Fh2D(Sz~0e_f)Jlr0tL#+Y_g&q6fj=fK8B;NFH@85053 z+{v`8>n7jfqS~UdeRt8|hD7&v6vYgT80c6RSsc`Mu1YYE?C9DQAy6=wbjOgygH#yi zRjoo&KmU#JRW;6wS%rk{F2DejE`S>^h>NJ2B`j-O=gk%b76PrKO3NZf#6w_aVq)TA NXNMst7gvyg`Cs=TcIW^A delta 60082 zcmZ5ocRbbK|99^-GOj%fA!UcVjO@KfR)~&P$HyK87U>Q zv$KBZUU~QV{{HCEIq$Px_q<;3=j(OO`}uP7hU$xEmDGJm3?8yfWtJq~;(L`fK$xB` zz3XT#d+@1Fg2U*CxfjOHX+OP|-I+s}rQ@Aiykzhh-%qbipjcCVL(IecMh}ZKcv>EO}%f z6qgXwH2%9hAWWrPJKzIxkhqTNrH*-JbO9q3T1<+cm%eg>#_xu8WIWTrNSTF^(CMS@ z1s&z@X^T@sOdJD09Hyy!6hA`ukRn(Xo@pu{TW|$J_QF_ms{#V~t@GD|ngk zUQg7uF!b~99)8+h|D=6cBCf(ZoIg{Z+_)?6clKiB>V?kn`@0gYi=ESSh!^>o6bz|x z?1jN~Q$2FcBS+7QoiM%eP13wdlB?DJ$|&`+_~phy<>Z(*QMa`nZP%Ml9rF6KX=$0w zZ(MjVWZp*lxkz$m7z1z2i9mPc+NXVAp2j*d4m&6PaH&}e(dIySW~sS&&92_PY@TyI z=T_R*vQn45S7O)dHNh+8)zjyRURiX(EIzZ>_?DcW#)WNC&4_ncU%er42%Q*rwxRO2 z=jl3u4y1F-yfy!Y`xcRH%bsYSC%gW*KA1l1ed!dx+(5s^GOp)JxAzr>icY@4VMP|B zbGZq_d;QyDL;Oy?=D-QNF?00UISt}3YxKsRMkQ4{ww@epLb}FGU!Pw4yocCa)c5)K z8*{Cf$7*g6HW=Iei3O-(=*Kh(9quuv}!n`2G9>zPjN~Pxn`zD~Gdg)5R|0 z_6vw0e|7IOyIyO#?t)=3OTLrMMm!e#B0PTjTT6A#Bf7yObb|Yf6jwO!8AP-DWZY60 zXY*v+J+ll|iN|!57Jp(fx@dSsYKwL~`}ELMz%wzGs)quIh>`mI(Vjga$wmvj9-r{0 zc0No_E|)}2UouyXO*))=ysoCdR;i;w?a{YXxi=hH?SWYD&@iHmnU4tKdd@@y&T~;s}n{&KaFgh3s&wzak152U;1M~NA;W5 zJ@kI|!$9@@ld#6`AnDU>=MNhH-ta)Em%lH&W7E%Juvf^Q z_!KQ_wSYb;} z9d|v+l<$%ucrW8A%b23dp_RB?OTpP#36|mSR-A_7zw{bQcZC+dkY-J*e;`fe?oQ40 zrqtl#xK3iIe)W+{nU!kq4EX#{r7#m?v=gM{#+LI^A};>SRbwrU?D=)dpYA~Lm3&N& zi1@jv;`;EsL@Rq2#Npln)y5{Sg1p2B`Ib4xPg3mmr!OFQ>OW~07ihEQgfn}bGEx$4 z*tjFOl3E>i8MU8U_keXPmAw1gIN5@)*Zb(a{M5WT@9-9R?Ecstm$KVT57XhHMsz&r z82GG5!12i5c9&t@;sTZvcl?;8RH|5(uQ2>z(Ho_iUewv>)Ji}qhpakn44#x3dn=Gw zz9x8Zn0=|G{N#d@;lUSY53*r{8gNTP#WB5#8r4(7iLP;{iuMU{DqqytOrt6$B|XH; z_72^f))tW|GG7p;9pL!hMYyx@0Zl%GA2KC-%d!IP5EI@0JVmNM+>@ zBu&B(k7r>bd^9sXAty_&nPcMXGB9Tpx<4Dvi4>i^G}^+(u37%ct>}=$3?r3ky6LmN z06*W{Yo9Z^Z&+VkuDo*Rns$J2Hbbc-Rma6xdEa}gAF&J%FZ`-=w;aOt0}MS=PJDCK zVLmjzI?L``&=o(N6Xsya{*!F{T6tYGnC0kmj26vW@62P>y&e8o$4-PdCVyJU_s+c4 zq+jC~wRYtQm-T}m!G;MKZYobxjI!jt0|-KZSA<^w9w*HQA5Fbikk+O;0W~_tuNgy5 zjMWzo$Y*Ta*6(T+Hrjnc#oWxW*q)b|c>Fe1&>8U?Z6Vor=CwZtqNjgd)0a3rtuH&? zE|T%sLC;QAN1SE;``MGf_X$W2?mo$Jn(MA?x1qrv{jSnoWgbaaZ@G4l8J_SWQNKE4 zqsJoXa2aQka5ATY=kp}pH%7Kh#nz^w>7{G2(ckt<#9NDdw%HGak+c8kq=C2J6S)$Z(l+8oiJMkoQ`?^3imDHTT@rE&*nHE6k`6~J z#60?wZ(LQ!|Aflo?TDC@e01?)to|&W>ArB8!{@D8=(bdt3m!yDuKaXO>*PZk&Y{ki zuKgbVyp=?Aw6-OUF>$}|6RIm!OBZ^|!Un7Q!$xLx9I2ynuBX?%+`3~Yk#nAP?a@;6 z0BKy-jyqM8`)CeH*1#l&YkvouED7 zdPnsm&v4r9dlSsk*5lRnH$8G&)QC(m5l_WwxfAQSk+#hNmfvETgWFt=zAd?Y>BIFS zUMict&qt=G9?EX$K36pg9i2EA8fp4mw_OEAG*{d}a@)o{z4cS|NI^8iu~LKG2{kb@ zT+)hBWj380Ce54UUstQsUSAW|j(?+d?ff&N`G#lfRJ1<%Kex=HmS?2oz1E%?s-M+- z?h}xlwX~Jwn)NIXD$vq5je4d|n0ayc5wtLgiJsm2_Vq}Db(~S-S;qC6sxxE6>6<~$ z>uBmPS3e@t<#{;}3Q&kIiW8}bPydP#CqCqT6*xjzxKTQ5N!z+RAmi4MgJ`dr>>zTX zd;I)WZ^z4`;Re2kx1zpi8CI4HA!!kAzXQS}Bc+PoM{_-lu3sJB938n6P@PazcBTEy zsRqaR2TY7tA61^^JP=Y@U23;Q{p!z`wPQgdT{O}(PyBUr_PstJ)hqYL?wWO+?hWi~ z5E#CB*^aM17L*picBLV#Veq$`*SkK=MVq3@rwji3pPzK(7FFSP&7s%0`f(w^MrH26 zc~quE`9Nu+IF-`}LrxXK#?VCh$d}ut*Mdw{U!Hy&bX9E}KX(D&wZL}EC9BIj{xJ3D zckRO%#_OJ}xsz8l@AfIPH5Kp4|8)8se*lS?tQ(wb-;{Rc!^QJPwwL-^_-qQ8@m4Al z7e6G7SycEghUgfVKJ{PzjGOM3U(s~PKjKn4>9my4%gTS%{^bcB&h_X}y1_fOe9~V; zr3ZVJlaZZ!6z?cYuJj$E{pk6n_q^){+Wdg&zP%0@E=+`4kpptx%)xyGzej+(PftG( zLkzF_zWyzt>hiG#NTj1~ZAb*QszmL1l+|8vv_F#b83J90CC2NV?7QEdbNhE-pv7R_ zLXVw7rIw$7Xmj75k9S|6(^>Zs{W29?!qmuRkn%;vH!bcgySaX+?B%vEHEVlB<89}R z8kK~MdaKUWUVU(XdUV3{i2rMhSWNl;0zCqeWo6}Aq8;haD9g&83n`*|WW!G!xR&O` z_b{QXqo=B7Zf*F3t7I)H%6BPtjys+>TiNv{`w6b&$#^QUz5athy4`Ps)#+PS#}55D z@JgGF{*R1K$Ma3!#`e7$N1SP=&l!Dxw%l-3WnP`ik{z`>fhwLpdF1qnnSP6?xsh6> z*a4zdxgXW2G3WlJM!%wDJ$vTeLdB`qz9-t}m^royO+;1+J$sm2nVGE3ewFiN(9a$m zeWKgxtf_CcvmgDg{1ofPoBr0Y)pJao2Wk^v@qwtoOgV{gaDpU-jVuo79E5cTrVC z?z-&j&s)`{xIOc9-QS4Tf2%vFwrd}$wdL$y4XUKKdRM9EF6!SBYu@)YF#d6S3v(+^ zZiYu0F=+I-18q)gxG2vI<|CT++l$%T$}cNzHUvwW4{-Dk&&2-XTXZNB@n!n(M3Kd| z(WHrCqNr!l;%t^t*kHFp=E6hnbCC;QZC-@9(2XI6g6>E=_=|<+4Uojf=S?!T5;RU+ z)$7LAnkkUvUuvJHk-Mwqy(wTT+?H>g@`UHx(FtOM(t)^0|G3~=ZlV}y?t7CT+v{K2b;Nyuo?@~^5>8DM7GC+>aVR(ze%vMtl z6D6*F=+)$jxr&Tq^nV(8J3sq!dA?t*ZPmS7u}GPe>hU}e*1qT?W6pCid9u-`U23D0 z*|zNR!}Q-dF9$^*m_L2X$T7x^HG|QAKX-qEzDjP` z!XZx)aiT%D1I~7N@4CULzRb87Mm#C%2i?P^$dB&b-`f-ZDO==+Zv*OXyzOSgV zetaQPt>Mg%-Q4~D!xz^x?Uge`yO(cECS7|82D4)<6kT{OB zO)eG>v99EB^YVTpA^WJ1KMHa87+dEJ1__G`5gpmY;qqQC=xUefkHyR1KNYlRKIp(s??OKWZ^4cQ28pqjVJZG3UZ~2F(|9y=GUwmYa?!L;+`rCwgt@VU*e8I$%IC(iM=IjFU? z+Eck!*sfe(epJPunS18gFOGA`^$2gwI?}2|w*LI}I;ssCmaO6C28v(ALYhKIz4Sz0 z38WGhV!ehwfK-x)Sp89v>5hCdOiDN*IibU{dKe)kJQU1A=K`6YL~{_82;|2MvWD_P zN(z6Apo`*m(Ns=IN$GDF+ z9SJZ%9QhpyFhCr60`adr7$6T=n6ee77$6Q<_-_S>Bfld728aU|``ZG<0gG){z|>%^ zzhxi}SnF>Ehy&L8TLI#LrT$jH7$R8fZw<(U*^vMX!~tvlZ2{t7b|k<8aj-iQfFal& z0l*0CjsRc)c4vKZ|DEN5^kC-gS%L6af)I3E1j$yun_q_;sYFP3#WWz56d=nHT6rk= z7D_BV0;|r3`#Y1Bsp|GU3i>r1Dm zH{xH7)Ypwb2tpqh5zJ7XHQJmk7*YXG5jcGX%S>`vLwrUeaRlhGHJTzeh$hK$l7O7Q zkkI2@C<(}ElGYz7kAvp;7{#Gd24+uk<*Gkg98zawc0!FIF%YQ)Y6fKgUq^6JJK|o5I z2uX-&fI16xkxR0P=;P3_ErcYgHW9rS0Zo7+B;<;2g7zSgk|eVgS{DT5fJ90{awe!C zNSYcvJm`)_BcL@yLoG&?1!~{3fjxlK(;?jNGV92nywxCiUvJr1JU=PFcwf6 zw?X+p)U2TNh#vJDN@N55?#?1hA$uMqGZg8I+J(X@$!*8xM~qL55SZ%M?8d~q9#n)| zrVLe^zHPhJo9q?t9pNJSdGvv(az+Mjb&+P5Q5ILwZVzQ83u;8_I#pyGha#O=aP&ar zrvSAt9*;R_quDqM%KHyVORQgSG0UQj<~;D`QRwE$k*O~=#|Y=2?r!TJJP?=CNH37} z$A|4u$c-4wF=9sNsO!j2d&^=y*Cn4UJ*?Eq`Uwst1>gBS>q&3)xw@*CJnK6jCpNy? z5HUS|!ncOFd(}R*w_xVGYq#5kuKl#$m#^sIN3S}><2OW`qOSazseNdz{cFGa;^C)u zL3Pv}<$<+|i_OoG2YfA;9BiI{2@hedt|=Ou6}SApWZo}F49>KBrB@*^`P|Q;`&+SQ z$&}LcV1eA}_d^Z>H1sdar485ZSak{?Dd(yN?i&r=Fv(pmB(fLY+W*Ox-EOZ3e)h9+ z=?lYiwW_JfzIW=1>#J%I$*Uo@-$&bp=M&?SUOx7|7l}xx#4>N%+JCC2zLs zr;?qSA>38wPt=L+S+-*zX63(*3sgLydMBDZFtc3OT`?p%IO|Z~?er$A>D#vxLA2W0 zopRJ0&PmEouFA}`d=q`5H1|ZzY1bQujBjB@8JzCVXAar0jPCk$(k%C69rsj$`Zwva zJE+IiGtc~WPqln2es4G~|FrS$cbSI+jw1zo&}Y5$-%je>bEqM{^K*{gpWP$TSIfpp zyRcw#{MAJ0-L`yBzpF;J`*f+w8XtZaEUM$7GWYTLsdX-1Mm_gBBIeb84Iy6TYB9z) zn|qoZOCxxzxNmej_^@BYIQf5RsJqla%T{UqMj(G&u7OIl{XDhI>Y#63((uvTT~lmg zwSqcc^k#T5kLJ9Z2;$p-%ln$f`KPj*^m@*u?Ri}^zi~dI{G|14AhGUKx}(rLKSBFp zZH+HeGiD;;L9Sc~s@rw6W~e*Ybdk6>!D2FhYf@0g$}y-7Ki)Kt~H{W zs&WuvZ`6)E{I)ZF-|uA@`#y8Mjc{IJZ%^Vrlf-G!*{7}X5@|0zX`-bQd2}HB$E&l3 z-7jkbyiNN?y{$k;nKE#6!+@=$vXYq+7g2bOmF3vB$TepWgFM2Gfy?QG5=?|hW)P@H-P;$@a^U}sv zk#%M6Vd6PY8(S@_2l2EM%2!au%zrlzh z2u754f)NlHZO5VHpbwOHf)Oz1P9SPZo|CffF3^cQsUpcu1WC6Gsi**gfkuQPIp(m3 z{O%&vk#cwlF^rUkKHf#Lkx0kUp>4cEmcJYmFNFRAnfukF!@e5KNA(u6b zR3&X?AUQZ7ixFB3CGhz>yCP+F5|}-SfC9hh|BXe;DUrbPH)%l|_CIZFqvUzXQHM0- z^%FUVlvhf3!EiyrokR`3n$@Y4MUh_W5L)UAQycF1D1j+D$)qLYIfL18;&q2C0p z+ab#WxhN~i$cuoIwm`e`E>u|NE|erx#*Ms}ISmRROqoaGu;g1q4ipYVxnB_y#3QEZ z{RE~uN@VgbLG)KS$vq7>b*tAsD1fCxr~mrPH0{HKfzeS2p6XYFN`S8O4keYga4d?>~9O7*ysR{vLOQCMa4had@L_6}@@jXZovT zry1`0jVBX|cMGe<*bUE zUrk1nY86!%WT*cKmI>5+qCcYDa-xRA>^iq=$wO>-gXu`{!oj+eirveYBPGOTf&NXl zwtK%EejOp1YGDb*yM<6!&x;ZPE?2IHJGcv7RL;-z@|*9k$AAwToGobtyngOJpjxeXcm-BsCN zF}!bPFTC~}Uav8JtE$~&-uuOL9+@Y7pytLWhOxBw-JLZrN3J<(EC=%VjTM^AB$ZGZ zSsosg7JaCZfpzqkQj`%pBoZ);ctP}#d*?yh-F10gJxkb`#$dPp**qtE#@n1{#g|Wy z>9whL8Gr0}UKg5Tv?zMBh)LOYZ^S42U*4O9Cw_VcdpeFyrr0j){}%n^Ru&k>yLK^_ z>P``LEb+;nTO({|tM(3z)A@%U91<1TeMVXP3+ZGf^2y|T`4?gen(4O-iqk}$9fri_VJl}XyB4NLNRLpGVZ(%SUHwr~9#XCT-SA`bKrr}9Ak8a~5tOiNY_+qQ#P{as z;H-QDYQloxQb znYu?W^y*V`RPU>EZ*3j)7z?Db`3I{*m!qc7ziTudtVm6hzOzTnS2^m#BdaW~Dep*L;R|+F(lJMoZ0xi- zUw+yd1-(1j)^x50D{&|1+2rJdbp7`t9zs=u@e38Va6wnEITguB z`d7c$jh|V{Wg<;<9KsI{pEBb*OQZK{tLp7qqVp+_n8I2N!hpp}yYtjrm8+k=$Hwu$Xi1YN4na|DC@BOEV!4LqBS%2YC=9p+ zAm5Ea=IkhYG>#J7kRu=rPU&9+gu>wENKzaqLjeT&zM=tmPM0mj_7wprpWg$Va_2d; zIfBemqFfP>?+Z{E0_BQ8jB;Us#1Kf}hTtIRLx2zt;Hp4lh8Bqcov$4t$)hBg zM-ku%}of6G)o_VYC zl0BeYES=f#$G6BoYcjhGG9G?3dRttV?8(GI%~R7j?e@6F;T3hciScN5h;&(@%i&>j z%)L3U9NfyhiQ9k_?lyI|X8>{v#Arv5$TC zp?%4*G-Fh^^O@=MgWn-&;>D_%Y3;RNBg`LEa9p^@eZ|5h8I?fgqkP;T|HIi?`pXQL zwb(i8XcSa!%<4&2z$lP zrBrQBnm74RA(fAmqQc*143~-SN1htc(IjbUIxglae^mL%%`j1Tnuevl``NG$WA=!l zFclxJ@+g%fm9{~kg@uXj#R?lktYvYbmZP{RPCp^WHpuX!B`2@gCdHnD7YZJdyMZZk$!Kyk+166*>iJVSBU*8LA>go%hjPncBUK9z1pt&Kfa+e zYt=#5S|pi=hzb?E^KW+idGgTnb#mt~nux(rXaeP=Xd%?NagMF>2GQeReyz*$Kz%>OP$kgs&+3nF7w3OJYpe{0O zq(j7c=I)h`Jo__#6yEomA$C9XJ5njSrOBJNep5j;E>r%xZL#*6iTU%b>WTa1xtje4 zuboc)V{oL{;m4qZQ2O;7kACHH`V750b@r#Q@$<6|r%ODDm+s#`Day0wtPJh>s~=96 zC#KmXKAA4rOz62d)?Gh+`$6EZqP$}>LQwWvMNaGo|FiFH6ufF1P4|DaY9;Qq+b~8F zXI-A(Jm!>jWlQmpl-T;U+tZp)kIU6jT@UtuYX5Xt+{rHFyWz9Do-EfCCNDIeORt)a z30FcO$If)EQ)LCG7;LVW5=U%vl#ia!EfDT({PjL`^|w=gAl3WR_g()iQ$1}preS`M*n-ft9j2C26ERXXk+-M+e) zQAZO|n)yG}D?8WiKb7;Oex5ttdJ_r?ue@Dlb-ljopxHq2jIh~eK>ve-uUvWQm#w69nXVzZJ zDt(E}e$MnI#qmX+U0~Obg@JVdwvK5Oux|jIy z@Xr?ZZ}eMUPsh4y#_lEKJfZ8!(TeuAazl>4G2hJ2y4I{O)Y-=g4I890{=9zq%{ntT z-|C*n-sMlDj(Ai`{|w_bFgo->A|bamHr7)(nOCpi7~%0F9fg2m{&W7yuPxNBbsUnw z4Vi?;CXdM2(|X@IrM(5-#}4B^4HbMkV2lDP!Zf`^l6SJp9*0EE@_ne8=i_6)f*)Cn>0o{_Y#R z{@|zu;+I0rdf+f;#l?m5_52c3`ShcliywK$mi@F>uO0Z_t=sLq}?ne+{Aslsd$6Ev}T!`uG7rL?AG%SY?Nd5j{%n8FLrb)Pbg;&GgTa>b=MUMVPsevA%V%q~2IxBx zgF_?k;dnFYJ4fr-xRqv=qm6g5PL=MFc%F|^aQuF1)>5ohW>(k{*HXi&wYk8QOf ziQ&Qq2My^?S5TEo{JK!#NN$fkD4JLGq42@{vSqnz>izw)NhZ7x&bq37yiG%zL9b4~ zo*Jy|Oo$CQ^s&<1wf}8<^r8My_0~!*;$FZ01ohN_c~XC+i+V~x?2EWuUN3ifiQ;4# zy}YiM40Vr2fAj|JH50FytG%F9U3}(LbY`c?6+8X8>aYke;Yy95F0DyqW+TJuG~(BT z>)dNHjS|>XRW?ghnUW?F_v+1eyJZCO-Vv>JS4$Zgpnhtmy1w50s`N*s#^MG|;{vhG zeSa}eUoZQU*}bVys`E@vcDKX&P<(tIB4}3xb#07nWhmVZS#@11lZJQe%!o4f-;a(q zWqT}4^lT~#w8_4%^yMbGhh^jCnV%k{=?E)6@!|Kd*SgB4q&gGC^w3KN@Ek6kz^y8^8tG@-A7fw@4>?dPyD1xK8!ouBL7=I zpjl!qaxGB%mhPLkk}@Z@zW(-`?~X?%K}n{hLg0>vYq^4teI_wPm|E?Q2hrw_ zlFQ4M`x!sfzq_%JnuK{GUbbu!f4bdT(lRMV{*Iq}<0|Bhy=q2(-(v0Zz=aOYKZ36k z13qS?$@xm27G*izB>D5s=g)O69;v;<9nob-KMT*B4_+J?34Undc9j3|8;gMsBMs-# z<4@Sz2ku5$u8MtKZa1=c_T`2>ebJ`D4Ky$IL|n42=C{V+`3ClWC|J?I~X0E=5BRRVWs2M zfr-iz8S8_=*_MwNJD)RVPViUetsR|})3W(6him19ej|x+DY3M7|z~<3u zBC9dR`q3HQm~)^#OdUGp5_&M~T*}SY0>jonLoba@|HRZ!PTx7kuv#+4@7dK5yf3Ul zymDaUdWxx9G@G7UwAq(O*}p@lM!fc|a674N4>wUZ@|D%TA=gSCELav1#c=ltb^S1(6L{TW|bSd1tTkzkjp zxRU%+yzAuQQAtT=5kn7dfr+sc#V;GD)~5{1Y%97djJ^whE>V$Sp-bZ{Jx#LHY8&*y zJ$g#SPq%+uit6JS@qk7j`%Iq}`rsYZ`(ly!&UvFY|`V#m^58h zSY^lF3wE0BU+b*tU!+@`Z5sJVe7o=G=$Q1#FN7%jH9==taJW!@!z>FB^xT7yXD6u- z_L-e|mUm^Gl~3UVbu9F#WUr}MP1FJR^?4oMmCGfr5Bu^sL&AcNynk9W)m8b0^LF#7 zTwV1X11-KbqSw)?p{I4)U2toJc8NiEOR6`}_BA()9s1DVshHd8RR>{_W4iLdl z2Sr-+*FM(M|H3g}@@S^XtMS5HkH}gKAM5EL#a}Iwzgo24HRaN`YGpGpTQ#j3(yAVG zT^vBi#&!&`m;UaZYd1VTmvyX>gh?^4v3?O2N7QwGz9=VDRft3;wu`)rsym;@xpKj) zGWf7+*@sn4efmF-ik+Pt!;UOC`>5}i4tOT0OsGKSsV4^Sp7h_9HpFxv|4nyvzWZx0 zeTzBW3n@{?hr7f~V zGRCuRzpd{fT4_^J->HN&UH^lJssu;#yjT`~_}-_Q6)3;`SkH8W>XX=^dWY8-3%?sZ zAxv$IOXkK4K@D44iA_!py-bP>oFZz|`7xJ{m!EYw%o2Oe!SSnhWt?Pi4iu99W@pBM~~#j1T=kD1Vo4 zHI}$v`_j>5&z|R%QJV{BN4l3c3r;t%xhh>%caP()&lZlVs-8E%R$MmMd@q*IZAG_a z{YAQ=o47K~o_NaWRz_xcyV0msnruogwiL5oeoHB8Q6x&?#r*;P5*t=`-fJ!h(n-}` zl^cQ4(k2MG6^_0hfU$RjNx^X@&PJ+k9uSyqF-;XV_=UR&O7(i3=hsM8E-228d?c)98K^GnP_NkWfZrG%D z(p|F>b5So#bZk-)dgY%dtyUZ5ubtmxkhA)ZqZl9Bey2mXe_bs_(J(Xl#cAo``w18H z+{It4Txl!yIL0y4#ziS76{S?md}kv%^edBnJ2do;o3f-63oNf*Ka^#3wqaq)7Ma?Hg-KgvZW|V+Z2>+T7Updc$y7HiOx+@r-LNou zi_CVz0{YfAm5WSw!vbR1P7O$g-64;W32#{J4toqR-h{BY9r_rV@rK3i5Xi`sH!N<4 zLMBfH8;RZFewmWj!|l+>$P_s24&Mtj0m*Q%EMRM~I9L|2wb<>;Rq_{Ku(enmEDP9K zEFP8x>?{@!%YsoLf+{Qw*jg-p=OZ$i42Q+T!hjX@Eau+dn;KUsie1XvjIoUkll*Rcdx z7O?AB0xS#Ibu0mv1#CK20Wc%~suOHGRsog;Y&%u~mIZ7(Rsog;Y&%u~mIZ7(R^gv4 zKr#hb81f{rEIXATvR++e`x@xhGHwc86>LYCyCdx&f#G$#w__pavw{ zp&Wo3kPIdr$ODaF|IrSBO0Y2TKpvz0{!6rQDT99aQ`^5KtDJ#DVD;CCCUR0;r_#lRRlFy zOF%=of4o@G1oL9$fwpikGgcmG3kOqU<$<jmn<{li^y1-2KUJKR6y1-iriLtdae988lX6Gn)*f5;1z zhx>=TKzX=-$P1K*`-i+hdANVb3v`G3hrB>}I2d`saxm@!ad9y2Vt`h001k-TYQO-s z;$Ymx0JY*^+{FO3;$Ymx0JY*^+{FO3;$Ymx0JY*^+{FN`;$Ymx0IlL++{FN`;>fVO z{r-W?!@;51@?l2!4}vH4#rwwE;tx!fwACVqy@HugOL`P3JwNZU@15< z&Qe}>U??~kWx-_Nt^I3%z-VwV#sZtc!4L~f1_vW7uoxT+u)tt&FunqN!NKqf%mueY zo7z+-@R$wbQB8;tI0vK6=-QZwg1!jYTaTQn%4u(}=Gk|IH_s0Q~!R_Q0 zm;#f*!H^0p1_whbFc>_HsCY#psO=yJuopZGs02{naWlYl@GzPJ%fZ873hV|CV=1s3 zJdC8kH{f9)1+D=P<0$Y9co;{Cz;N&|jsnBM!!QaA2M?ntxz~;*0xQD95DKga4+AJL zB0P+rz=-fLd;%lF!{`Z&2>%y6f&T$kgon`+SP>ouPhdrO7(0O#;bG_`H|)F%z@qRl zYyy+Q!>9=?3J-%OuqZr?nZTm(6v(95KQJjg44J^B@GxcqlfuK82}}wPN2a^TGqGH`#tOfPLX%s08+fhmjK47aopJfqmg&oCNlT zhhY-f7aj+>iXb^jxo1(U;NXD=pYnB~&&8?S;lN=qPJwRstd9nTlf$bCqJYJqm z|C1tVU}>JWAm#t%MR>9P4SIGuV*k?-Fz+b*#Do6S>TEk`xzmwCSA=K$FH`a8DvcWJ z4ubA<2h>Dq(uY-=^C$}cfCKW|p!tpXPqqX&$iN8_P+Bo+J3|6exrO?d6oCRqn17vo zF*N_vMCMd(CuKl38#LSFNsgN|+`;6=GIQ?C|U1PA0j zK+6m{jnG~}D3U-zg$WY!9)h2ce+C40k(H$Wm6jC=?iDo;qaC38Bed#BMGD7K>Oaj$ zJY}ctp)=#OYGgVmSqTu>1y*Q&oOXfCx{x5TPSA=XAn##XG?eF$<|ij@1d_R(oJcWB z&IV*Q0+#QzLGf>sFz|o57a(ba7J&rRi?5|yQEroay1f8D)54STl ztmbK@pa?TmEhMr49s;ss00MGfq*WqkYFI;ai?o0rLdn!nTBapuYREzRSHL`!OpQmY zU*HfY8i|8Tg{|iyqMY9o1}EQiyy3sFTb%#Z zn{?AaYPp1DW!g=8BjpOCb3L3&>BCZ0`w!HuVGFL}`(nlXy~X7$c0c84#A_em&5$|E zQPHX-K$S>%;OW5cZ}u=I%KTvSwH7Y}?px&-)J~U8i61%XkT|S7#6ycGrH|L%Bi_`{ z4LQ#7RDgrY{zr@`jgit2{j6V)P1K>L*WVTc{siI|+hx}glFj;Nlv@R)k|HJT4a#Mv zlR)B?$P6Db6dt6w!Te_O(;yZ)_ucp%R|BpO2s@qzTptkRNK-6y{nXHzP&6|nco%63 z?c<``As0(sO5vgd|8|j5xafZ&pzFEle~=+Y=?M&voJ4dQWo&KsKH zW0WM*fGi>3J&Y3D+@HJrj8df3by`0J6fVfPLjw}n%eYMgdL{&hP)txy7_fd85k5H6vLWG?F$Of;F@>AARhc?wIUg z%g`v}*&}Ov_O>Rwawz*c$KjFg+q*Fbtlyq%Xx{&1?)_exqzCt=Yg3)Hg@ira?`Zny z8A=TJ&T)HVe=1UW1{^W12q{y3$JB3oy;>pOJk>qJ%=5EqQ{}$0vFua9szVS%&N~<7 z()KSu*~BEv*-F=_oouoD_>x)|!jS7nam$s0!=!JE4?la#FFq$*)jNFyidBKUHVq-9 zKIDdFltf~|<m^5PA^c(*X!Q z2=L(mgdPO=Yyd(J!oQ<|5aHj!0EqLSa{;LAob*8yLil$m0OAmL+?**0LkRy41wfn~ zk4Da^B>X!P0CC`(7!ZdL{v8N_IPiG@Oucg&FaR`hVbt&0L1xs8UW(JcQ0Tv_$&YvMS#x&M4%}Gd>8MG@e`08kVGJ`4aw5&j(pfH?4t3s4jRJ`8~If6oFSR0L`x zz=r{#HUfMY0BR$^hXJ5A0(=+%S|h-R0iZPkd>8;)Bfy6Na(O2Z2a>@@0U+4llK`Ep zDG*EvN7}8(=q``M;{KBhaqTc#jh(O)@oxt<1SKUBNRD9fg$$$^(U9q3G$sBLgFt6> zwjE^N?yDdtzugy!CH(KS>a06Qf}NhE;dhLzz7T!e{~+}Cq<`&Wrz?JEQbjoa0q^#I zGE~8<_@5Tse_}51D*m_SUxq4@fCFhBoZA_$;6;RcK~X-8|AH=v0Dk(v1lAcfrvKFL z-uq9DEgoK_sFGexVD@d#|*A(E0AIvYXuG}wQQ2rLBlKxMlPDTgKJ zxn`3U@^3`CFhH&U%tpzM{W}}kk!=EgtMeqSA5uYX+i6fzU_phF4@*vgCAR>wD+t2K z8L%h?dAV&OD^h`yry@a4A-Riyf*XMQq2#@Gn*+akloKgP($Gh7A;|rJ(@KQY4}<3* z;1VF`iR=ZLEtza|z#;8IHbRfAK~umMg8y&YtAHJtj5P%v3{}{Hl|eAYjDU1N;w{;K z)kEFn6x{91ku7`B6Zl5f?c7&2N3;|v*c%OUU)h|{l9b%nFQ7nnXT^~4F)(gBk>ueq z&~ZDWT5>^CA}Wyk>I!;-h^hqgKMvN~&V6+Ut)=v+IbH<{jt9BL|dGB-IXYP}_9KGeNZFZfSi(QM)O=(7TjVDHc zRk|~PP)-w37H8xu+@Qsjz^)oBa+07i^t@N+PS@&?#VPc%6QNRem-LG`LsjaT)Ew8| zT!q-@_wVh}^EkWP|Eav=Q>OVhDhpn__KG@~CI#w!@(9?^`Yt2#Q}r7$-L_NXEzx1& z#2iAh$8!aqm>c*jCQZk8K}x!tRcihAr+&f!Gj z@TAAr(HbnE0A7p+q{82%YI3?YWEg^G&RjD%Odr|slx z1w18kmm+r|$35i4C2mRuBs-BA)b|jOF%i7}0&L7pAh(;s*1j2!4yT+N$dut`@`Mzs zHn0(Q2z?HymBO7aJcp))^FjznAO<`HQPgwjA-Oc0gkFY}VnK;wfIe}cM6tT83$WF_ zy9k@voy&jC>{R@YneipSW=4|;mf6l%N(04h;~KaErlc5GYZ6)-Dx*iuqOfxE+Z)^z z3N}~)PXZe(0p6W|33{AJ1qIUaljt!9h?I&(r~6|nAkIuMCuK{&f)c6Y9NH2Ai9%p{ z@@ow7W`kz(I}A;N5{ZR;8iI&9XmBJYlhTn2ij;T$@3w+WJ93^F<#h&Wca&WNg!J1; zB{}FT8*@I`;6}2ZwzpMjTThg2Eq?%hFgP25%`|)n7N=}x^CM8AY^GHyC{Z@^3pj?6 zndl&io#`=nNZD88C*a|BG|FEAir_%x46@TIKzmLDS{_Py3VsDEJF*aps3Z@kWPj}< zfroO!%pDMsL|%uSu-;Y$o>BJo$+Mk(Rg{;5Kdh2t)#q|d1M^&h{RORoTI^U6!5DM~ zTHad5TEGa=v}L6wbxMQJ|5Mn{8rF9jWj3$#J@?!>Pk$j!_^4|jlkeQHwCfvMEt)%V z5~`Q#3eOWhoU#~Dpk_LeXp8%vbrrAu>Ha0H86AIWlh0MVeVSb={b+3Slox_H_X>X! z$}_DfQVkNG760(dJEE#o;Pb%N(V*Nv8@0vu(~%;HK{09%a#FA89j^})SwAvx|Ir3G z0d4wL_kVdujQ)!9V%8^8-a{zD1w~2mJOo*`p{2;*P${pXBKZUB-#`9=QUrgdVCPlj z5L1M&rR0PZ;ae$rP~M44F`%qOntF*&R7A>C{w@S$@B+;YOl%j~y-h#^FDM4LT_fi= z{=G$*1Rm(|DsWZqG|XXS#FZdX(=yW|pkYuXtAYj6rDJv^1Ft01PRD!x{~L4{Elrq+1R#iY&N!SJ2%+awr$(C zZES2CPd@MO?>v8WO-)bF+;i`#nYqc4^9yED8jD*2;^@NAzT>X=`AgcC=XPm&l^fi1TdW58qkyr zH96x7EXV;jEF&a4Ie`vGqR-*2W0$Ls#q>)!Pm{6~V*S3vkKu79&4SolA4yor->_$9 z3N+|RV(Sa@B3w`i&;&N*8K#ksw5^_+ee?~1N^}Nb(=U#o>0Jv3yIiz<#hp7>lZT6g6+YOe3aU~2Yl)SMIvHgIKF?Qe76-q_yhe0 z0|T}9?}J{siQxtgZu@HE05kGN0tVu_#oga0@_U)NzD@$&6V5Y7W4_6;C#j`?BQm`S zi7pE+8@=xO#xJUlCYKBkFfIbhM{%47D?tLF9Tt%R)L4N@zFLTH0SM=L+H*j!0_;Va5P{q3S=a#5WxPxe&4Bsy4sqVyNLaW4|-Gggdc#W*=w%GI?02Y zFMj|#0+I6-EF;jz1wQoCs~YDjsz2NZ1EeovWANwc{kMb!BB(eqktHSP-8IuM?k+2&lvR0v2FDnewCt6Ou*fo!GZq!;exD=KV?^2CJ0G!x>dN<77h|d_MGjCf63}98 zk)n?oT-9C_kth=M>ykb98Plq9T0#kbf6E~Mj z>jE`9m&{B~W-qg($jAgAA%*=$IWy>Y{jn_nsWl<^)7Ge*h|As=DvNseufPzT^@03U_eD^-{Gns>S`{mwXz(COs+pk&T}K~EE#sJ!Kv znE4P&Y^8YXQAwD?2Vt4T%~R(^P@JMnWn4$M>g4E&#Y|k3vYMQWBPssfiQss>_OAYu&O4M_jR`4#Zt; zF5CUTOINPGn_xRd{KZl`SG&(;rQ$m2s;nhS zx4+{=G*t^VWJAvLqJIH(G(PCjQP+xPGX~27H%6ri&fP(X)J|in%s7n1O(>NLe4l;; z{Cp3}-N!CI+06^Qctx7jaNpu{;QDOT5Ib#2EZ{4}^+@V+V%GCIPY#q0oK><+w&NWBCs<$>-$ zEsDQGCYI&Xm~`z9KkG-Bhrld-XTP<@qLcgCm%hbmDq5ZC?-!Eaz~_5&&Ax>0w92lE zH%609i<(|=J)UtImWfwpB9G1r^}uwY2;Ej56MWqF0KIpngVOBR|t0uno&i>ek@pb86s&PF!WhB_KAsZe{jD~9A z4Pl{;WhD;Y?7f4>i7&PE(*R>De6`Q$}ZaI_;ft+;Iui(xj_8 zr}t|-tvLW*JL8fopP)sy=+=jErn_bw80guR`2E}^uI^%(X@qGF`+3Jupnr{YUeGYk z8e`o9(%)RzAM^9F^gPEb<*4p^QiwSyjv!7AO}sPYx{c&W_+P@sf`iTb4gDtP90W0@ z;nEfP1n1TgBj6TGs~&$y^`Mnqv;H20+7lCZ;9~=xDmf1ceQLuISF~w2`8&>%%Q>`S z&$tliu&54V_{t0`VJ6txfqZfdZqh_Hu4(zi{=7Y68qMF1P7?OApIQmSL46HYUl^01 z5$F|}!W!FKY?jxtP|f>-gpWVW`CQ^)Ey_#$Euo+v5`eDIKI2MUlXf7~HKK-x0dYhL zax4I-zG+}6obQn&9~?rFl(kV(k~R?Ef!eEI`KNCZ`__?LV*-5Ti&!1-1PwQ1u}er= zp(1aB&^k`tD8%0Yc)QGbs?d%0eOwtC4CUo4t|>b(XPZVEWs7!Ex0akx1t#k)+#5p< zDZ`T7SArtW;_QofVOD>`VO~L=ZsDHrd`tldwxwwi5HUQ{W|9{TW5L-Tv<`~BU_4k_ z8ReP0>pDU;ZCBDNndhhiy(8Ia@vQ#@C~>bx3#P6{;8ZmZFEF^vH@xiT{;m9qY;5IC z+xTLm-z7rqb}CZ!twvTc2nz}nOK1w*vTmkpAJJ43IEg0r85)bavC<_tLRPKR3uOZQ z(_50}GgUQa>GMnPCUT*6QNEqRM990q|E=9nwL3en*>LG1HTT<6akyMseoxgDQ90}p znnjTWQrnrI%)51b;m>;q96SdguvGE=U2YkO$46sn<2KptWU$GTp^&et(mKz~g{<6> zi)Vz;Fsh}jxPkznx(xQ7(UOJfyEO)Q=tQ?PY`Vr0e`DRWV9fY6JkPL$ zmy3A0e@$s@+xyNc>w`V2-<1r-aii>7~3D5LKvE6Y)V08#Othbr7Lgfvm>MB z&Eafrv|G{jw-oCxu+tn&%5}T<>=B z&L;Moz|gyp7pLVd9nqQNbyrd z672=BjZA;ICwnztUL1c8WqEL#N|Nc8=Zh+D;&F5dGkES8y{M|J*__fo#7F)jr7GEg z41qbR;MGmX9zJICmG$-1?CnaW5InU7+sd@h5rnP*C7j}nXeFROz)ApUT#QlWs7FLX z)2%(KczqB->wbadb*9j6`^9rIj{5)o&Zh_>fV@9~!8x|Ca3_U*4!J3A0+ zTfr}cLf)h=kyw8~P}6Y%>AoaB%)bD|5|vp$;6@Ved32EfcWCs)xD5U`!9LQrRBC}y zE^RaYV>fH&E21XHy&Oa1g+L8b<#&Jx^4g&3iX*l!>(kPdjxQDf9px5$%1jwB!^+Qq zD|tzu*s2&XWLeqRHj8WDeAz0?9=f4HFUezS_7`;C=IK+ z)ub1L&tF`WlhJS}+tPvDqm-_OHf*aIB#~UAcxtdPz^ShW#d2_P4!eY1*t?8 zNMV$3B>;Y+~WGyxK=sa7!RODh(jX)4V}z2x_d2to0D?-oFcR> z;6fzU#kd4OGy_)AEThk4%O9AN?NCi8GdYpk3vM|Eh z5LRnkQWUh!629{`W-o81O_YWVR3lniSD*Zp=6aI43;M-EF!cX!G!)nwPa$}q!5w(O z?p1Pbs>nlIob$nh;`^?(C9>f)ORNAs0~3U1lCOShD?rB(uHU1!I|qPtD0oD%jiyO) zO(+EIl#%q;77`7eGvHo13*f`v=N2-$JDdY4Y_sOIdlHIPSWPQRMVs6d-P09kBnXx(%jtogQnuwAL7~4NE z+7~vH@0^>QOSH=Qr-oW{g~`K~@@I^Fe~|!Cj6!jYw z-qZ3kf~h*%Q7vu6daA$IjLPqsCPLgK{Te|Crp8|I7OX~$Gc zjjph9Y{R6tbv1BPJAps$ zM5NopiH56Hn3O`zslKH0Q8xg1I5J6A&h#g4ZT$P;-)$P!EeeRhUxF^u1aI9lRSG=@ zMDD@DDr;w%;UkNa`M-*_UGW!yT!(Kx*GH=LoqVSxnvWZ6!YV(;ixXhcUlZGvR#QH; zJ+OA3%C=v>xRhUCY=P9-R_p4AOd@%eiBO_3MTtcSZ*=H3PK6P?C$|9QV+h{{mjZAo zZuLr=NOYY^pa0I*fbXpNWvpf}w%ZoYjK%aY>kj(vF#>VP3VPNai^XF3ZFC4J)P!AC zYV?=kTl#E=}_rNru!dhD-0c)k(a zBItpS5n+C;mXrJ40v6yv5_(i9?uoztCyrxBdl6((3>4|+SO|`60yr&DrtOz$)zdYk zv~HPPTqke5ZYVy_)TjqTptsaV`KsRipAG4o`KQkyq|X5V{Rf|I)!>P9k1b})^^Cxp z1*IC>I$jPvU}~Q!HJUOVLQnGeb++l-aY}eh%LJs6exN_S9t?nnp+|#S$C#=E#GOHr z;jUo32+wzqq8D4v$E9XtCPsQSX_M(CHiR-v$IvWvg$jc5x_br~q-W71P&~@igG5-< zVA$k=Nkl1Sd`ai?&7-6aap0KvENn;Q9O{Y$Eei3kA7;QdVLu?@suUXVoTN$GUn=aFML*(4j(6QHQK`PHI~EdTjy2fBYb zmNn255@1bwuOFf~oF(Qt&yfha&ZsoGl1YjqmXSKs($BqjCX{CQ&+kQ;11bzOt`=S!x+wlrKc)6>u znT#50`m&xLZR*-~q-Rs9vlC!QdVy^ z1;F4MEfuL-+PO$?TC$EZPel_^LujHUkKo6Rq~Bnm`-zw-4yXudDQnz_Kah|m0!)ie zBLW`e{}yY0CNMEt;yMsAF;h%6K@omJR}kfp>P?K3wH#_>l-2MrF-n)FTcB)?!%pOm5|8GZsYC&#V{Mquwbh^A zr((M=%`Y-glr&`m0KGXAfh5pVBgKvF(zT<@iiL5jBKsrE`G-p*R=S9ant~$Z7=bB( zogoz3U@l~iR#M`xfzW{cHYY}>sFFG(4A$U403*U- zufpE|XufzffU&MU+<5CCQ7O_QP$Ux-dQyM~Rg|DsW6HQ7<~CG5$YY7128tL@KCgq= zqa+V-Hff$$J|hk-JOcWk&VWO(w7mx%H`tNX@`Fsg+YT!d+ zSd4B9sc3yF#Ad@niu~VaV2XW+0R_6FvweA(t&lH)fa*deb4;QJ=VaE?-YyDED8`%z z1QPHVU2ng!KnX2Iglb+*FcIyzWspKV@B1k~y9OU{6{zNkmzkaqm=x@GNpeLI6a!cO ztZqE-_sg6m6?Yu>1#XwT)L&B(x?5SV)??kT!MFGdsBJclpfNvuAHD)PJ!>Z`InLDU z%ud%EpbEQXiZDmtPdjG3TW@m2YbySdR$ov$r*)(e4VtDuY7Deiu<)E^R-%rmY!kOJ{Y1~48_z1J?O_EB)!eC$0OLM z!!dIY?kt9q1T|Us!{1*K_zWo}dQRQcSkssiZt;nb$N!3VjvjVnyKtfacBYUv?>s>X z0Iz}ua;hXdj-DuA?j78zX~wHtbD=YC8HPsEk-#-~U&b{2I^+7WJp)iCsbBB1G`_Cf zI2@B;U(Fhmuincyhkzq*k4|%(PO_K11DAmra=RCe`}VY3Q%C2{gNCt6gXvqZNt&-v zu`xZm(2>JNF75i#i4pK6Q>Hs6fn9h3z@VemE7&)Qz#a>2WBPX==0_yMD;I|B7{kj( z%1~~QO?=9=EQXm(d{o$S(iPcz9Ubj;ybZSI!6;wR{F{lEQ3n?;19^!tnB!d`%s7A@ zL~l_QE{F(#N&_R86MZK*z77oF=eBr*+2#Q>$$lWGv@^=!Bfj)dKu-K?0K=mOq_l;2 zWR3s^&HLnytC-G385)){TGPNugaMMa>%|BUS{uLjT}hZEI7aXPbgg<0$v`? zQMlgcn_n>i1m+lDVCI-F3}XO6mNrI?b=75unNj*+uW>3|!Gc7U?JnB^qH=vvV<3gB zgoHZEV*9r95;6gU#KPFi)rI-`@8=nDyZF~zOUU7UuZg1rigCTyk?~)*5N9tS8}EWv z`*w1g5Jb{pD!M?*z+u4KqPe;OB49kM+ZBnG<`ZSzuJt}BU!tEbC`*7MQJ+L(Hh)$_ zFjJRaQo3q1I;^SHDT)IdB}YH^<>t}g+-yXCq5X$KN09nnCFp|u8K{FJ;S7lxQaC0Q zEdxnPX$14gb(BrJcR`&BO`KAdJ|C*M>vgu7Gl`Q^IFS$bgp!UAa%c9eYB(=?R6 z=SnC~a+8JC!dz=8oCU!6EcK9T7;goB5IScMj^>ehn|Dr1~j%v*O18%`pq&7QVhQno0(+Uuh$31BLpLjqNly|4oqSZku z9oq1B{Q~`sB8IynCiU4)C*A+$g>|V19X~3$Cn6ZHw8t!&fAU5rh%$7(5*e!Ts^MQ4 zdBv|PYQ3ee9#Qz!ZJ$c>^dYKVF7`Ym9g~WAWeGQ#a$>EZ)7@LmGz!vD3ysVMau4o= zAE2xP*qy*!WdpX5{%>2bC5!%Y2ktht5b_&DuiLL0Tvl5UQ&I!6+uL6oY{VN_r;6bf zq@&krSbHtUJ1yYvbmtw}&EbS~7ZA40?u3zukZ0yWmD{4_v?IwWi>r zXd{rjx5bkHsC*(bc=n4LLmGHc|SaK#{B#}%pVHMyj-O3nd#G@WV)N^?$J zl0k*l+|v)$ZkeY#|7+Kr3-4!~3n~AU1=}1`-;y!1amGCw{2g&ATmC1W5&axn{+a_o zxEfzNi6q)a9brcu{$X#dyBE0SlmkVt_C+b6iQXMT%uod2y#~+1I3{Wd`{5lX|3-97 zd>8f^RjfvcIxPk`gzyKP&r00zJs=B*@C#SYNpR^yyoJ__5FV1^#FCsLIEpR^MWY1B z#ugCW2nfC*_zceG#bBwO1YXIiosd9j%t}y(^c?8s;U#7_#3C~J^9r}+za>V@R8+;5n zKp(&x!0UFXi7ueC$Mw}N=1d4W6XclrXmO+cyQ@ZJQ%roA?perm6ND}KU;WQN4wf&d zdCUs{=D3hX)lu#~+bToiLIabeMy=lLPXVD^m#EJGcJOy_8=4DD>Ax-@^C|X9lzFSz zqw4rH5F{`ku*L0~gt7$KEE6Z&Q8oIqLcx8j0dOK=&cZ%qyD6~-ubv{}!DLvF$kyng zFwGrmgwh9>Y?50)UvUQk*42r}IuMRy)IJaZ_Z?&O2goO{%dH+G^5TB1YP7b%YPd!*cHrMd|MsbUHU-=lD?EuRm=FIs(HP(AJq>cuG88&G-M89e54y8(eLu((zsz0?}=s4>#)Pygw5>M-?>pO<4On_bMpr4Rki5rQ0LzkGafh5sF!-XA2GHj#-Oo za6XBm-r`O3_H~-a*J}YLT_;CY#SzcRPbS?-_0#{HI@aS7hU!TuAjvZo`FPR*R@*F> zHE|s`>gR)IG%5V>rx_=L0t&=5GKn~R>WQ+X^_X)Zu^^8XJ&P2#mNbQ8=p+!M4b*x& zXs;R(OJQnJ5^AuCZdq+Iy641P3Zd-i!&O(C#D^2K-8y7SY5R`S6MEUoU1YV6J;Y;j zVK41aM^i6w_rkN?63tgVz%GeEr3)l+*ye`3bhf2eh zRDLK+sMcY6T65u{MO73>!$fCOre=6`bL-8Wb4wnQJ744sBY#7}FJ%yd)}(nLbLOnm z)paJCl0E%SeS2LH-_gVCVSn9cl7#flQ8tvIdGhR%n_>QFvs6#EB+c|BKD2qb@d3Pe zpDOTg=T_${AV%65UOE8a8vS}Zbjsw+yw{T=qxq3oA_oK>qe(3m>Bw3f-E+(FkzdpG z!oTkIc0WLP_5It*u7!)cN6HDp66&EtY<2aKjp98$!Ds3e7ms?;QmI{a!&Y&D%r2c2 zyy+{E_pI@$bi9Ppcu^@b<+>nsq=$dQxAuK$+mV$Aiw@z5UOwA;I~TojP5qDgSWIK0 zOx>Rd^x~fE7fm|q&D>;9Cgl9(aaR_d=(j(o&v9p81D7ERt_^K&#}qTix2G6Gn|85N z;FIVHEuZQvYWZ!edelY?H{|hdJ^nbG0{IB9u$|@5A z1~NO#|L+R_WYPbLB2UTr3GD%A;$UauOhF!orvOy8IXM^EHIU~0Q5al+?1P&7`vF16 zQUUz3@Oy`Urdb4k05G>3=X%x_d*E5iQp>rYuEw;A?FkK`%Ysr9W|r+O&c|EHb!Ag4$9V5~_+gf;3g7z_Ac({+W?BK;zZq?8(JI z;4(_FSuCLl`li=lwXe^>`j&Q(jUN@LkC`9rC}7}_ zP>-AlXm)azSRahje=;h|kDbWuxQ7u?_gyv(IDmfH zspoLDuf6?Pv3Un*eAZym>SPMBn@&PmUjTg4+dm#{Y%M~1?-XiA*VEQOSJl7iAltb= z6tZwfPxZj_KTFI`z90^Kh zpV=P)r-vT++wXJUZ!>c$HC$XVqm3T;n`?Z~mk#5|OCZ2AoFMScOnx1c>)ZDhQ*%?} z?T5hD+sv|NE+FI`0F>au^reNN$aCMbSj*h-rDc9fYjXNivPi2vRTF3u5NY$Ze4*zE z&qFjiHaw5;kg@?tLhl_M9)HVmKEp^ZUUvPC?R~UEA4Pb{VR?~R>Df1%n?+MgOg4LA zz_{pvOZsLHh-fbv*jfFOVAs3!|31G#j7&}Kg6xe5i+YFk3;TrK*m-@&MPlG7nE~wG z=?PkYJA7GQ>>Hl~zdUgO>{OcpCf@?t-<+r46j)L`N?yAHRRu?e){q|?Hs3NgG3$#< zW2X#b-fiZ8)1}QF0yRZ8O5ea=*%!O^0Uh3j_a*id&m;NX_JX%;pBjV_ zTVcyk!HQb;j?!7~4=;lEUdHD3x$ijbZZWaHcrdcVcd%ACUjNdL4K0kGR`)%Cz70i< zv^oB25Uar9QylmN@a&!E(@-7yOk$90t#d(!y_QhE&{vG+OI3Ehi>Xr@!g(14Ad#Gw zz9hD13h5l@U!0;mk85-x>6N<-qu51~?F$(lNUUR5B?R5|WWD zHg5)f4&{*mRz*g}ulW78Pzt$7PcaR|tL?ad@w)@s z>Yyl+IK)#_y1|J8eneP)u@NcrcyT=AEij zuCgz@N7(#Lh*YJu=CGMd^p6tPMZZ@^n+fgU;gPZdKFB_0r-_8e(KAjcVS> zT+&HB!!dA7TQ01DlC_S2y^4HU+8<;@IS1*jXr5F;{V49=QJ!trZEkECvnk@A-1+eR zlxNeE>UfAh%I1hKV~dzn#!|`-Yx!#sf0J>7-50s6^7&dlz_|45wvK6>LIbEk(><;m z=SY9s0mNoto3hJCnes?DY5V-k-Glqqc&LdPk$Sa<(Dh1})9*vT$ci`1&BD51<#`ay zM0gNo@TM;*6=yP5Rh;s4X&~J5SdxT|SeIumU$=Rsc=D*tg>R6>J}-=dkh-+`mwmzl zYcsOyGmCz2c?_|0J0!L}WGjPmbumnG9?H6Y0zNvQMg-Z%*=%~?U)sp-|4qQJb?3T- zxkYQf_9ukh`vniQjbzix=@5yNoomSos&Q&ylV;beLJS^+)agcYv^j*;+<#)4URvTY z-sVTOpjadt2Dj2#F5bP@U(260-9EVQP@Ga%vBR?XT(pr>qg1T2t-80q-q$Rz?}+Id z0`xYE6j;(jDSA(#yfV3J*Hl;Jz0c6+fBh2oRYzu$|A$H|<|w=3$Yj4pTKqL$u{lHy_NqQnSGBBBR0pDn=_l1k@QdKH6MVtxGHpAmtvT7Ky2*??&d z4C5n`nfI~=aiv@aavcTaRhtrc7GYM$0f+|8y88$8!1a;NgTo}eEyw4CIkWV4u~N+g zJ7G2Bbg#b7hR&)q#VSI2j2Ak*PbzLO>-^8A|8n}H1OsN_Sz3}iv7X;bO;qB)at7DW zaB-s%&?WdW>OE_0k(nN@9LHC`4yR>O^1XAZ1p)=O3lR9)b?g@}!=A*>Y9Z)9FMyPA z5ZR#t#(7x95y2XcEVIHHcb=6!j?wUlQSq%lrA+>{{=>wR(Ev-WE)9ibDU>r?7Ilm6 z`(iTwFbBFaQATZU#5wQ3P#We$q*^=j(5RoUIY=EJ;MoUG#QvaI|Ef#TCU&JbCE0&ixX6E6K?BV8H4q?_ z1p;?>R1tL_9^Km-%1|9j?#FmMYXe3(M8V3Ph*YY(D}V3{Byc6_vv$o#pb`*rQ6J`&96M zMRzKj%#kY6D~nvFaeLPr5&)VSz6KdrWO)CkQ4t*kr7)JoGJ`O$N`qOK%+bpx-kcJa!{hZiID^1WghyDc3Xeb^IMRR#Qk#M#YRZT(-ih!)ZavSTw_tMjl7en**tD-8E(U}UJMcJhVNa%B zR0tH3$!YOXVNe!ldn5HHzu#$b!+=X!zmeeuV^hjOw*k}Ul<$knbr(pDECDAByu|u7 z&njeH{!JmC&ez(6z_EM@%RbRYz!t)q?>bxyQ6jz{u*pCzqlvdPMeP#~Py3I^C?%gS_N!8;Y?wpZs^INx{diW>sz4>HyyF6w_s9E6}q&;jCjVf)}^;? zXDSEvbN3pHKqk>-CVQsfh-dE}6$cxN3*hc;XA?PBFFvtpbTl(RvE7x|2kMc39UvB% zqYb#y&zS3ayonk|6p$M^0Q`s;v{%W{eP;2SVK`atCI-u3tpK8%ErvD+E|($x0Yb8Y z^zZH^1O#75lRA!T%nss=Lu-bigku``gyt9%v{w7}G+|{)D(r+eBJyVos%iaxJlBRn z-6QQh+=DeR3yQO8i+iE9htmwy4zo4)6#;0D*+D;1>1=Tg_O=;VJciw{w0j$Eud#50 z3UCnIx@oLaD}W{bz32r&{J)kek^zIDa{%YhCaqQIDIJJ5DgKT(SuoQ%jGY3FGD>eu@l(InoQ$zv1n73F1 zJh?!v3&vEH&dT0w&xO$Jiec|-#hc(1g29iMP1e(D5cl1tMeG?BM10c*;u+DN+y(O% z?|3q!9}Q-&0->^P$=Zu;j?w=r4{3%+KhFskLP8xMZ-t}{wl~yu=faRaz$&=j`z`AX z)4xM*O#uidIoILk@T6#vWN02e$^SPzhxg$>H*^`Vdy@V`8*{3~eOVSrTtH&s3s zdO1mCF6DJ=e)a6_EW14YCt@wGg1DoQGF%8G3Esy40iN4gn%}W&IabI!F-pw_L|}!V z?-XoXeA0&Z;^d{!-QxjDmc8ylNM|m*&Hs@gJq}Q>s7`mr-&Xa?(jcSwtq=X)pNzz} zHI}BG7dvQo?TszNoxLz{|Jy>jlL8Z(IetJURy?qSlT9%?6>9`SEr{4$w5&j5kSbB( zgOAOlG=CE6s+a$-sdfEb&@AL>c;Vz72ndce3>o5p2ZaBm=NguEIs;tV#4>FfF3!Hm zHx+;-Cz_s8=h5@2t59X=D_I`4G{(4lX5oIKb*mle9V?tR%5!Pw-oYClV7)Qlro?=l zSb49+A#XH#b=B$pRA+MEUp8_pD`g$Vdk%3`pkDQb*mvv~;rf6Lt&4O$?GiGHqXka3 zopjh%A0T)k6^ilRK2y8osT-nh+AiBxHVS|bfQ-^IYZm6(syCs-+!@qZxV$*r{+F+pksg0>s zGQ+Ha8W(PAHyQY(gO5c>@Hwj@)pk&0CJSC%VX9^SD<4R41EQ&)C9hV0d$P*l92O8J z2^?@OFMJElOfU8L9xmfOtU_>!qCU+!<#^P-fsuILHOr zBXlF5q}WZ8Q7QmXQxvq-3@x)M_W-ca@QQFy&tM3iA7Y~V=RLKDL`1lhR6c)^^PwJy z$B$yx|FO{6;g~!uKl89_({-1Gf736z74?)}*=ggA)~@=E!TLL`aT1UezAR(I zOTc9+Z^TFd*$;*uRKJ}w`$Ah@FbcZmgbd)-B*}r8d4(yrf~b;2qsHJ zke5HAT2*bQ>za+p*A{<6RoxM1)_lxgN`{q>C68I-8D+DNJwUz7a!H0VJ7qnLX*+xI_S;oW>EBRIjSG^xPm7S`8 zTr(c@Zy63E%!?j9-y#EBL16CX)B1UBKt7#=_p2pR$Pxdcu=cOZ5i=4F*7ZuPMieZAOqgR7G zCvK^B58tN^RG-7+}{DZKkH^dipiG zJ9FRrueCR@BVAPe78cNSnsUh=0^zw}kp+Ak|B$Hb)=k)Xl{hP>%bqHZ?%E)Ld}!@N zX(>x24TM8!;_=k%H5(HrAg;Q@l(s^MJNCX+D+2Bw3i_*jZ8WSr68Rus^HoijZ0v7` zt;ZD`^mHP4BazgI|KJfj%VH{i9G_E<|Dif~7^3(Zktu@)X%nE$n#Lj^4`g+RIK81Lt0K{ne@_LAc_G>7s*NYy{Oe?Dn_&{k*!iRXCnw}@^2im;YD!~5rrnEHr% zLBh33z8A{zR~>-)UW!zgoQoka-e1?xyCe-z2a2jMO%ZG~?V zN7k}oNV$zbjamGBGg*drFXvbX_-c9i1kace3dFPD$EVZD`xA)QogshOeG-bvD$VqF zlHs?8=M?~_0#i=A@G3+&W(3LH=b6z3^nY;HEkmhs`HQM&iwQP>F;`xZ`s{{+nAD7! zH6hfVz{wWZvWv4E_HKP1C1KKb2E+@f^kO~G44;%(s4$gOPxb;j=B{X(5-RKFTsqEKUJ2xJdGUb_<%PR#)D`7*85`7Ny2; zIa{MP(=hbU{mT|hsS+`+QC0X~EXpq-YN=f3=I|9K;D(ZDcWsMQD7*#KC(yRG5z*cw zBCEkNBa+iLA2l$>eG4+oKIe(7d8+%C=xtzAkDpTwtx2QW)riyLBRG?~AwmvjKBF2%Q9bcW=PVuxr<0Xgl4Ug*Y-Wf2v^K1w5 z!-;#_Z}3&%loogD3@2=YnfgkWhB%RL%R67G>;08lQ^Y9cpEtAS$T>b-vxy3yy@c!Y^ZpeQ z#MW+%==#>F$lEP;P-#0bua|h@L|R{6G28%!0wJ`cX&g8p0A&EPP?Y99ifeW9>0Yl? zm&g3444J9oXfxCR8nV7#Z_^UKmn0HkELVfnTtLNL;2X2r2t(TX5JzfzV0QIWEdy!i z`2b7+KoPdIuNDzK(v4HnAQbBMv>t4G*mwxkanrO=jMNHkRL+sbU9x#bipiJR4L$Pe z(R8nPBwB>Tq0$Ksy~M~#rUwy-z!Wy)v1spajnl$U{Ia@-mTaG-YprcOCI<~5tu1+A z=GD$G{{*2q4W0fhSV12d9-q`=9(NP7M1|3CJi0M~z^!U|RRzf^l1<}1+RE!7@a?$t zhS9LUeKtt;UeiLnVA0h4dk50DyOc8hm6u8*IfeuXATd`Hx^LCvIxAa& zl|ej#NK7T~fB_ZWZAWa|Q$;9Gh=tAKQt!97_V<`8ie`4i^q@~7-97K2;?jZ%>#c5x*}TeKbgy&V=9a!)a3aW zIYen9!sdaw>COnoAIa@=vD6jMyRz1tePD2IbazSq^Vn=ikv8e4`iR<-fDd%~deaso z8%-txruFfRd`f;lOOpoFz^5#U#G-WIx~Un?;M`Z&`ZS{K=zPxB`=5pbImxt13B9kN zI@A4~{Obkj`foiFmu}6D%7z7;i0z1E&vKfg7n|pdjt=Y!;k%L^2^JexH(GB2T8_q;BjDkT z=3_GrVzAQw27N1PS@mO$;Qq?mdn7HT7_aa4DPki10&+pz%2=HMn47>`sef)D*+FPN z&MeT))DV#~5k?L0G9SL@bSqZ#EX%oO9mwFY(C=z-1Umu}c)oFU)6WVrCrrJ3IB=r~ zr_mJWZzg!=WXF%tOt&(3aQJJ&mJoWu;K6Uh{_plAQA=glf}jwGesW63tuxX9uJy-H zWo}(6KL6M>Q!@BmG%9P$^0r-ZviX~ffLBrn%-oye>f!icJOCS0#K# z*oEwbrA9`Kj4v-WmFp0N<#0@C{8a;k$l9taH+3Jq5NxF+OOA2)0g5?_Q4Oe&4*HPT z6;b~&+{>96{)Ec|BnRi=GyWMgF7r?dD<4WTSbelA0YU@a88x7~HqHfdQzhFH zId0N`j%en1c^hCD!**LvzZ!YUF#}WrCuGf4dE5X~MfW0toXfYHQYq}g0OlJ(70VrU zt9@#e9lA1YeJ&MBLg|=ZdM%4^9~p7!l?uEKI`;1`;l8n~)AmDxmUK|6@vvS!?>ZJa zh?+ss7Rf-fxXX^mHD&cz=Wk76v>4}0{()Twpe~qT?>DaxnBa|fbB?3CRL7dz$?Xv%iS&mz4NOjT5x zUm7z>VR0Z!SyH_3{5j61fnM?X>vJ)yhw#@aZ4TF?j@jPB@A5iF7EH%bi5sC_jOkhK zV|)owokjj|K)ufr#gn;Xp>BD(@vXj9QSbnEnXyta4WeDs#_lwpNK^ZTNeujaMl=;?|G4arGRV?q>u;6$PP4 z&82r0@0cY9csxwfGSe=MaW3GuVHFLc{m<^dPTo^IpmlMe{i_0#{?tAFK%GdV`_r%^ zP2d1`aLPj^r~eOCK&rp8{>c>maP&(kNl!A5e`l`JnC^BK&z&iD5=Vvliq8#oQn9jb zWGWtez-6;tm=X>VcB1UKZ6N}4jV6lVret$0rD$Ki2)DgCKSpxBE4hEQP@kVLJ;}Z! znX7Vi0@>)Vh8#TE#voUpe8B@-F-=p_({JaM)1kVd;zeHdpdH3pD4U#%rGzIwa^UYL ze}6GSr6LhcFAuCnUwHPw!i$iJlv@i7+N292dkrkKXzIF`aZiX}^g~Zs zGxvr9X0?>YUo1#R+LCp4Y=HVXk`nM>*>W8%6ToWgnWXCX=Qe?|{Y_Xs>&ZOgiO@pXSW2Nm89du74)utwtw1IIKe zE4K-|5Yw(sMvIsg#&Tg^AwZ%y7N1M7C0Db3Gu0!dNCpEGeSDSRL5>72@j0~iFeT9p zLbkH(dIo~xV0Z^u;~d*Oy!$k#p19YT!gytp3`EW{zisxs^d+TTgUx5Gf4;;BHNquX zNT#j&DY9ocoZqsiKhNUiRzB}{AQruuwi<;A1JQj3x`>~N4I8QHIPb(;(;lLe^e_D+ zepViF@D~jQ|05^`g8<0(;&GOQq|M#?}qRP{=82iN$yLKZ?rqb z-(#v|q|bIF*>Rc+%jHwRe??y^{<|Wk~({#(##O zrCPN1DCEQ7N*?2YUQdF+6cy-1;kSJ*FL6qKY%?$uau<6$+7w$@5I!G6lc9CEKTEM7 zp&4=0l>V7`jr==3jJ~pZXr;Z2q~$?Z`p9)5jqY@t>n!7-j*{XP)C9C5 zLMc2;oKw7J)kRxM;mGA~_Mmqij zAs3}ZB5uXoe=y|;N3`mAos9DU=HCBJaRsWNx%WWVtnqS4+KwgPi`PByh6H|!i)@oQ za&KGXJ;>wr`}4QVfftK-b$Phm#jz|M76Fdas;tbc^51*RE$uyNq1^Cv$*oi9wdFfZ z-Kj!~xSa-dyohb<^t(SjemicM!TO@YJ&9{fNa=^EJ(yR1&>N(SwEj zNMzU!fAJL$c9O&!O^oFE1fD~{-&KdB3u{8UgB!HTmT|Smy0Kn(smn=qH&VO2T7XFp z?J3mhoEA!a)q0VZwz8#h-xMf@SL1)?EB#8QTo*p4^!ce@=oEQ3`Sa52k5@0biJ{yS z_bc2fj#OgYYZhw4V-3!Do9CC?EsUBvBjW%If5!l6_f1m8xVGFEzlQG`k77`1{GZ+3 z1iLlu{8H-M=0$22?0k7OH(#|zGw1D(Jx=V%iHp!@WUdUob-u$+fIRVa_eOvlAGY#j{?<=XrOumr(W ze?}5AY**kH9aZveHEYZA2KT%}bgS9qceduT-Bq(m2&NZO++R@eE(Ta0t32Uu5jar zU7u}pTj#^fSOA$wC(^r=Q>F$uUSA)bfAz;n3uB#_+catjN)`NamyzIIm$8W zgxhKI-a^|4qf?ZKY!#T6)KylE;MY_3j2PKl;6qG0;hr3$r=pyFUOm9GgUfQB>vi2{>Js*u!>q=SfBM#7 zDq6Qhs4;9<{n2l9BS2P*^s+M;an4m1DSxuEH^AKa&oH4%R)S-HTikDlj5d{ed19F| z`<)Z~xP2;JsW|GKN19y%BQ!rPKt>#L^f_m13B{x-sv$dQ)3EzeeNX7Yj zl)@eNvhhpg1sI&-nwaW^5;%J@lbi7ZOwaeS$L>-CFU!vGZ`&pzm^-Dzf0UXGi?{YO z)rY@gpdH_Je{7lw_wYYs1A{J|zX0?)zRyT->CHhHvKCDOtudaXEP z>A1sNz&m0WTlvO_l1LJJbyJ5OE0y@#k0aS)EN(I(hlA!l$7)0@OSwK+ZWWG2KX}Vt z3KQ)rNfx$fO)te{J)>9~fA9Xl`orUC?TXPytCI0+HKW%H@F8NexxVJ!50Or>NUHF7 zJzvpF^t4J#Yl0{EMGy+FsJ~w(lY+#vj4` zHI=#~+5e+k*RTDQf+3`}x% z$8xJf#c|cI(#hD8x5*8{`BqIU>TvK9O4>%Y|KihLD;DIlS)JgSuD;J|xLdCMYsZ|S z8lm{`Fte-^6Mo2~Vwj^9Ik$tW@M^IKbZE-?W-YM8z#b=mp!K_Z3bz|ly2kVmQ5nWo z!}-~-wSum~)Ck)8e;SNy+4v&4Q&FTyiX*Bca&!1Y*w>@&`5ifKU?-^#r_qExUwV(r&-mDEPRoKcC z64VI4Tk_2FWE2I|9*)Qr)jV|un!vBr#61kM0TEav+{LFSf4@)HKX>ycB2pg6^CYMj z9AGA@wnQ=rC?i#QVtmJs7`mL@ONjzpVDRW>oI6>o(AU25xxk&Dlu0K?W z{dqN$46sM6jx76f$^fm;F*BzyN=2G3#Cv!CGjBW3l&!njl2m;Uh8{h=4gxlNI zW14+uqQ$?{zoLr`e<42Nu?6d(Tb}aE8~luTVE>RKFa`ll8#9^NcUUx9h(-+x4L=BH^vlwUru)id zO2)o?etE#lo3de;rndipAxLnzS=-sqAGo($Bf=QEQf_yiChN~uG4H+|d8>AZdwun& zvZG-To2n6uyXkt5w6Tt^_HZ4~%a)wtnROP4fAR88E$MMfX38`sxs}sFnoIBFH0P8g zm%mO-daDD_`Cm(?u@2q!zF?pPVTI{iLy-6 z{gT~@nhaMwBJ^U@7(qieZSWMr`UlZ(tiFxlP4-lAh*LbM;nfpNLVU&?emW>(aUkB$ zf0HQe6hukS8%_rcfVAyB?OQH_!u~`ujR_^K(fEfN*l1Tb-umu(>Ph`q&X?uD7@S?e z6an`lqotGFFDRB6LD}yt5!9sNJ2?%S;sdKWbe?qam5RmYvS; zCWk-3N*H}u_^L#|rI4zQp*Z$Z_?E@me=5%skohP>xeVF{LecxhITL3>jnKZqgOM5Z ze??reURR_3FgqI`CqH)9VaSA*(_Aw9oKYX52kA4C#d{=eB;x!R|JvFI+Ix$IDK@uH zp)34kNQxV;Q7A3B8?u5uM&B+pTe?b#2xlc*f zIymqx$eEu_k|<5Y=;^6A*8HR>oo|bkEK$UNJCiR^+Y9|*=e?Ia}XnOf+ z)Aa;gD%3-g3E?=EO3}4L>}|OCgV*#@H!*U`Zz8sf`tSxcNN|}!_FY&n4EV(NL zkG;6TC5ateph>W7j6V#ezB|jdGOJi$YZ6|_e{_)o4{{wNwBBsBGD{q1Y_?@goLlf+@yZ6VU>p8!J4t@Z??j4JBnmGgWYJzPf_TLu_o*6DB=~u!8q>kLfH@ z^i82Lt6Mtw;n3tfCkxm+ScKW7(s?3~JJ}JzFfyOCEdW2hcUdgsf8#Xbx6Hx1i2$9A z&oA2M>f4+8gVzAN3zLuz!9elL4Na=3AIj8C1>jp|m8b0w66V0axSMHRMG zH{Ag*x87=Ji{c{}2-AZ=5r^`X9^WFCP%o%Eef_?WZ}WQ3{r&E|kG$k7Pfrf~JZ-sW zAZAJ)v6Npovjh1%e=Flc1yuGfnJcSJ{xB^O$-8c;c*nQC9xM1C^893-*HLiX$rrEV z`YpzkV=?#vlNz=#$zevaOQRx5S^zEna;=2$pI8~$GZva^$HJp|r78%hg&N5E zQjt+1qB8@lOs_QYDXrL5vuP=5Ul;+HgX2JQ7|BTCfJewke;%(7yoplzO=-u9dW-^9 zmQZmdlZ`)h>XjHWJOd;goHZ?B>1mxc4l(SvM*dqi`ZQl**cne1{NSsWd`>eWe;t;# zY9f^no!)T#q?rE*3_O}v`I)tbXiFeMwmjNJKk(Gf6^6on%wWleUw~9x$wCYUx6($&Ah&%xBrC0GiXq#GKm>UlBuUvyPt+eS+Z=?R|^Piwswe`;_zvp!$R0)NrFf)Uob_rp)e zi+X3B#vUc*C&;4YJSLGFzIz0ci941CvBtGU190D*#z$@7Ys3>MQ&&!;cj`#k;}KvH z$4_xlx;+*^PO3*xpCMcP;p}2BgfgGeM*FbsO2Wx7Hao_RE2y7+_xoGw$df(kLD?h@ z!L4dPf7n?(I}oH8sw&CP%p{c%qX|!cCm1~SyZ2j`C@w$rR%qX)3W(7z86&^F=)nXnQb zd*QhTM|@@&T6Q3AG0VLavtKPQ;4*)&PJswze|coDmSYi0R+7bTI@mG7^_K;W74e%l zH+Jluo-BaUCT4fDq+DaBk=9Czb%x1X$^_C<2@ ze}tN!O9r#v=hkyOI!}h$PL>s^f58w_6X@+p_UszlE{UFvnLlYb zmZ})3V5li?M}#-I3xd&&j%8vut<*(=0J@9XV%$qC^ZxqcBN|z*HiL48tWjMs2Bv;; z%5gtCpzCe2`V`tKa=IQy2HAQhA%5ZjW*dX zOnUy%_G9d;YL6L~C#xCvo~?0}KoDV0HFb)zF#}nAgG>2gBLgT>tmVRG@kC>m0u0pr ze2Q6e5B0h-S*>Me{Ou>d?lZTey_ut3$+~}lS)7B~Jy$tbGhv8iDo_7OHWKZIe-j9X>EE9&>rRpQo!qm>deZM_e-0%YbwTSaWmh<(#EJDw&$C+`*)4a(BCJhv)9P{5 zCk2xUF36gpX?Hq2v=v=2a#iAbGAiij@jln5Z&0P?ueI-iX@xtb~NeCD3NcSe~R-{zwjAy zu%Q#W;AazI^>waE_@;YG+l0n+v?Py&-neGX@oe!K1O4@%1tMuxBEA7pcfV}+MzC=> zBZx^buxU%^r8R{=q7Fxzgd}p%C%0ydaRqDRm#D3>Rss{{n2A~E>X0QXrbOlww}_O* zun<%8%zmbr*rLP{j*02xf1idsK`=RI!F&!?z}lxd@NE`Km2ZCrQyLs>4rr73HX2an zpESIc)(Ugs7BEg48;+>_;;2>we9U4omvhP_9UzaRQ{YSTk+YD3-!7FbgT5?Rs^`BF zmXk};Pa5RD-sgOQ$yN4=P9tCbBsve=1Z=QUS7%8L5@Y zK}sA^{Wvp>CG{>@utEO1$pojBfR!z|VG4eyCS$#fDJF0h|2s=PjscKm5-^7Tb-=KX z+PPF4`ANkAHABNz?U@hJA4(2=%wE-ZhC8Vf@{dyZ zcMJ)&M}J}a)$@!>*WUQk_yWV~zI~T42$&I~a;#&dyvug6Tvhg1*Kz4zF*(GW2z!dE z^&EE95hE-0e>Zc*uRJ?_N$cLa3ni8<6=W-7qQ7+s2(+v40Q~Tuw#-oTDGI7Dah#qC zP`*6UwL>Y4AK7~2k+9AA@-(3l)662qp1d2M9&T>su22p0%+9y1d$w*DJ7ih24=od6 ze4G$+V7DV{zG4JXbSfaFeYmh)8o3q75mblsXZRmVe?7B`X(}G1G^>xx^nqo-!0EuI zH^z7gIYDT$(f4QI6@9z?>79=xh!XDQ2XB28LbOUcD$g`RxcHO2NTF#H=qCCh>x#gJ z^wuDG&&PO?BT4IubB>!Kh3*q~?rBagJBxPDaU;TrpNQS@xaPnFIHbUiZYG0a ze?vXk60=^V5byoyFiFQVhWG91n2#h=O>Cp_E=~@sRpfSOVXFt7Y%0|_Y?$Jn1I`1D zeuq;j8e(o1nt#dK^_-O6?a-YNW6*>nrGh>4C7{4Wv{sw2sn%#BEcEd+utWq!4Gti5 z(PYE)$7o;oOMy79hHl`6je0Fw<6cgPe~b@)Pgm#51T&05kp<_H_ooRRZ;c;3DdR=G z9ael()2d2p@=OuDK}20WJ5#SyT&QBYf`S*nj;M5+nBPk@oBlZIC6VvY&d2wV(DNX3 z3Uc3oQao}sE7Gnz?RtF-(@ZcqeKAVjGS7t`f+D)DENc4TmOR18Bw-HV79!pcEGKmRmA97$_dc7J8NW(8Uy71S8<^ z;RP)W=bX1Gs1wq?gMagvrhZzskE6zZ7Bo0p{kcR$00ghB@DIwi*am@}@$17@TvF^R zz|j(OV^2grCVoHHc?o3-n`pbx3K*TYgF1k>Nms)8EMqrhlqspzop+lB=+E0w9(ESCb_g4TIP{pi!6Pb8%g7C5seFL# z&Ic0im|2|OoODLB1*n-De`y9V(1QEXdeoZ5vWh`}I`0kMJV$e@zByK&GJg!3Pj~UA zWYw6YEZ3*j64W*u&Dc)F4qTu6%4&~ZvJT0?hoa=o!Ct@f`468r4JsfTayAFd2Zfa+Gav%wuzkyIEt3x? zLZ#gY3tS!jA?!*+&vA&>=uf4!!YnlJqU_6-3`=il zNEyIw*`aCo0W!P=*$nCB`J0vQ6(xDG(EMrwb=GKwSu{Ije`++B4Ln3GbBA0;$5HQF z!edV*;J8D?X7l3XO+Uzz$@mW*kqZCJUL&zQWZ!%`Hs))d|Gs;E?h-1ovcBbN(|uKY z7YFzQXj9;4e2kSWYfbI@DE(^mpWmU(jn-if6Caa9$#-^-T^5TYSi!@Vz1(Ph`4SQfAmDt^nwL_~^3ynJuP zG?GNMn;qpvr4SS(kWx_!c+nKGGsU&%(=foboteIEf1g*6uojHN(MbQkMXmsUfGxJi zdlFNl$oYvfaq4>G4i(Q-z08Vf^1?Q1tUDpyP-rNRa@95c4(h8VS}!n388FE!z-;YW zGAIA;7`NHH{?7SJrrhG3thx7m3FV4S@OmiVBUzC|2c#&){0{DLHji~>u^bpAIF$7| z?;Q7Oe;szGHD0^j6F)bQi~CjNqfU~kC5l+L2w;$zOyTh;2DyWE^bN{ z_J@%Sv-+p+EKnRlj}+cJCPpu5`;ct%`eN&dSj&j%#HO&r-~3*Z(G^%ANMx)X|%oX z?Tl%Uu_1MGL|g5KD7^k_((=YSz%>@mf6>vTupLt~rcMqIc)7VxKM4BoVRkPQZ5rWs zCOSfo(yOwDSQ2MXLdD{p5d60rZTGd$VHR>tbFkkRAhvMevamXvAvi>r-y|cd)#>_z3eYWM(ZM>Y0%ZKVX{2AsUes`~l zWHNS+=*~qeFama)dR?iLeDUi8f2Y5<|NNL}FH@&^Hc?vc!ue=+I-iv==8gN$S@?`? zQ-^iYDp>v^J89nZWqTUV{hy|H@$d+!#D}IS!ktkY8gX(tYY%HTxn$!{ZcqPbubp3H zH3pP zPZ;5bo|l=Nct}QiG`#vI;wQd!t^37)bN4t+S}goRi^AUMyz7$xu)$qGdw&k~tE`ZD zf4ih1IC1Fb(+x$3Hrb8mZ}K5#@%+Jdx%jm4bA5p}vV?cgZ}3J&`#($qNCgxFNx@O# zYsp4?*78Wpx>y$EuM`21f4;HTza-O%);}Hs+{X>~r@ktRbOry|Z~Z%K#{rcr8ou)R zc@cNkdD$3{DK$nooc!s&exoDAiAAyq;3xsy?z6fx>e+Pq$~jhls?9mc#{92Ef}v*b z%S=N|ql1XHrYjG4%nkzMV$0Xl;8+^dF;|_c<4)ub+c|>d?2T4Xe*o#0&2S)tLUQbf zf{@Zs9H#9clvcYe(Tp3!KkjOzKu4$ zEyqJY&$CZY(#2dv?6D8gbZ7-Z(L3lr*cq4>^6t+LMn)d$w9JRJthj7aEQ#>E*(|>8 z49^%9mNlohIb2}k#vJ})mcvnHORX0}J9SH^(zt^!>L@%Hf0g%wA$@C@kpAh=Du@Q& z;B3mo;pPc}!QOt;w@(&grJ?G_6JI$?{XOJ|6|=ef?bdu-KAxag7|eeML16if2{w6V9Ef z!`A7$pz}o6>b`NifygyPWzN!5tF9a+_jpO{e}EQg>Y{cAZR^48pk(%@C)BbVaAoUV zq|WGhMcxf%_$z29HGwuz`3!zNrRZzzd%0QKV*Bab$;THp^%8`(FY#x-jOd&%O7l5+ z?bDq)J@F+-BC}XqzJqO3-J?z!IIiBDa+FKw15GhFz>c_XA@1~dZ{tj}<6~4jz`d*7 zf8K9b*dox1sS*9fi;{)Q`bC;?ZmO6>&0SqRcXHCswiadAVx)x8r^PXHrzjpfWso6bGBS37 zK$6rFcxx};%_rNkaLTAWxbTXyt3Wvxo~5QE@J_}8NB|R8!#2@&oAhN<>=LFne?CJp z6ekLsoNc>N2Zd47N%CnEMLFB{rErg4@2P<19t-E<4#EBoALq+XzET&|YAETe6hu@8 z(;2S!i${{>SQ<3^2P5VWMp*8Jlnc+eqa>P#dEXR8{(Fe%f@M1vI)Yz=dubp{_NJ># zWE6})`PavfU>BvtfB?7+*W^e}SoR0*#T#y6DeE!JFNeMtF*v;xKuZscPDSP2@{`y*$guKJPh@pGQ_@cF zzJKNB35S5XUp|}fB zM!VoJNIQEhfY(Uhgik;~@L!hSE&vm{5JsU2C&0GQCR#PV9@|1 z3g+Yv|6KsyZj1g?kP8Nl_i)Bzcrrb-8`cemLAqc8_^f&$)xYY*+C#CwbGsq&FaT|f z_k^Qi?!R05gW+lLC>DxDxqkt$2rumKTs8;*9O>rb1jXTVoh@n;V`6&;9#${?#YozjP0EadE=^iAMkN`ezMDtQ*3~R+vIm44)H*#pkv| zq9{au&x;1i77Y*u{$+=|yZi(5Kw$n{5by7q;lmdJg`-hUH~<`BOMfAvgT~@h0(k## zDhvPnME*BO{BIHX-y-k-Pu#z2^j{wF|Mxxrom$o1$w>$5j30o%_6z{OXrL$ne%AoB z0l$}x6BGmZy>O7Q{}u{$MmpjCx8T2fn;`zG`ae1U4*!)x5oL#0NJ#Xa@V&pxNHF`j1v-tz>ECne(^y-;NLJqdnC*e^;?a5e?bTo{O>*B zb^FtS$Rj;tV|7J=|7F|$an{361=bMff&lzyCKE6k{?Eg2DkUYf7r;kIR8j^YBqjyK zKSum>lo6Bg`ybN&Ark%984Sf@kX`_DpfC_93c&yW^M9QGJOTv53jw3}IE{wg4{><*JRMuj@}h4LWZu;wO4Rq% zrKrv@KQEvX-R}P^{EJN4Cz0OOrQ z7n&!qwAwhP*R=Hn^wlrdH@K6&A06`ayzTGnZQmv7Tw)W*jw8Q&AIkD1Wt}q_i+hYY zsDoXQoO(#PQ+iVSFr=Tm-ws4^Jwq$kc#ofm1@N{O?SBUkTPUTu)qS+D2YPS!9oQ>B zxD5zne|nZ7VLZVoYLS>$sN-8-Tww-Vs6$9cCasZv^|ESs#dGBt^lRNlkojl zB5B^+1%GDG@9KrV;C{m)GI2Vmkh}EW2`^69xDGclO8S)swj%QDHJ|c;g=G#OqxZbe zYVD=epA73WwlU-~jQd&jXp|HB_V0=uHHkJ>=7DVX+gFw6->{Zs&q|Iyt&qI3m6R>V zukb4ca0D zrd`So=Le@*oU8!!*u>AH2eS^V=Gt);=iFXlYd7Zf0tl{B;yWp9J(oxNtPx5!2 zXmWUB)^j-omYpl=tCicmI2xF4fbS%<=YLJgkO@a00&}Z0^hYRocu#Qdj(DpTVp+cIvxZGCwJBAh31&i(v2J}_3s2CH_svUAbH;+eID^zd}jP*eK7eX@;OzgY6-R+Ss+wRBs>;ZrFF zJha3f9ru%l=vKNfBXuf-ZTvKH&Nftt#shzX9)^q_cm~sXguMG+-O%ovwA-{OzCUcD z3CbC$;TwNbtC`QOA!V*{vm?%tXn$b?;v>@Q5zysEJ49+p*Q2MpDPE059=jf1?!o<8 zzjZ?`imE~^H@KXS;lcHLK~<*EROu4=KK?7ou8mitFF)jS7fK8Xagjo@4AvXu6Ez?I zAUxOHbH7$RDMNQUKuWgto#qP8hcPNbwQotd3a7SS+F-8IRM4g7hpS4bF@IEBOqE{k zTdH9lw6)d>y(wjzr>JnXE9L!|#mgiL>u-!-gp5}xZJ5pVGj}%xxy@H(`9%h>#qjgB zsGUQhuVJ$&iU4+YTCZ#V$IsXsLZD}J^{%>X%R|=ocV6#DlroUrha?!L6qLjkCpAhx ztQ$#>3c)!{?!s+|M~dfVz<<}$%F2OTSW?Qx*HdhIl*wz4+-63q&Uk`6>91^;Pe`-O zv~2jKSd@i3v_y=|Q!D?x6Fu{eCm`WkN_R4Ch8-rxt7);)%@f3DLn$Dpl9etEZR*Ku zS_Yh3wQUDar*@q3yh0MId2@BdV~7O}#ic>UZC zT%9wHijs$Wrh1?4ZtM#-VbzfN&CEd`QzdVF0h@?agVk5kWzG*`4l>)cefDW5c79%^ z0!dk=kc|i1&-gyT%3$QgX7aSXgg%o4O&52w`gtAaLsTOw#(y7d%$ylms2+K;7N%Hd z1}bo1=!BZLsHQ{Ih>^I+&g8lqxhqNYrsI7M*EbyG*^bcheV1K6hMKDF_1qr%j<+?G z6tq>7Wj)v`3cKr@2by!%MOyl%rz}!GYuk^y?Tl=<#5ZZS41axB+(1_d{LUB&>6Fp- z6{9mA(cjpls(%L$C>b+o8mUu4GDsc6nCk~3o{xvl`E-KKyu(I`e?E_GBU)s9lKo}> z!?wNCnGtD!r?q32RbOUI2(9lXO@xUdp<>I2^s1hLLgS)Mz48?=IFa?zJK3<=g)&J* ziYIdL<$1zQ@}i8;Ta3Q~4f-{&I9PN${;IoC8ye0T9s3;}t5r5_H7%d*yu0d3EuL(a!qo26wo%PKyJo*royc>106^C&OuMYwtn;bN+` zLzd>%{DSeFu(Z7nx;7J7sl!>YC$kBd=j_y7lSXT#y8A9oU{mC`ag$6FALl@HMWO&N zWqRuOHfH16MJ5GT2{O(cVFS_1;6RrpRkrXWwkgkV3~P) z(!0u9w~L20j>flLV~@srfvYl=9_PG~AWf2?O+RW70)m3R3PtS-E$Q?nik`?_K5&`$ z6LAou!1d*J$s*0Dq9osMb^4i^8NK>ub$@@n=VB(OzGihu0iMv%Q>as+V}6|bj$`BN z=m(LM#TP}9V=p2Lw|cE z``-d)AEgx?DBHwm9nPgoP-=GG`G^6kER;;G2JnLyZ_G9aWReeUJzgFcs^iI zXiu!`Xz*2g)i68aWc5KP=9$`$%mdWQXLGAhtlafiMI&k(CpIeLNk5mllPMEfsTq*K zsu5XfEIX~*I#Gdym*qYY8-lWyb${hJ5;Mldyt3<8j&Zw^H;#vTdbLO(_EJEw5>GW=<>T*vZY5;!l$wWWM&YGAErtU@NZgO6&BGE%exRL5WNQ6Mx#!-0g5W z^1JbY>PL49#@VfY*(5!WWFRfYsw=V#TZTO0^|!H?{t7y+UG%rdDsl65geV`^YIZQc z+Db=w+{)1C<*~A@VMs1fjRKYh9{SJity!Me%r5cH=Q4_=)Wn`s=<>eEX6HNt4g1U5 zm6K)>q!+Z-?}~g(D5;D3k$)F+Z$>O=a`z1~SsW&-O=?@6wDaT5~+ltilky=IW8A|5Y{4>vl#*#PrdU8@Xbyw&TQ|4UM z;0Y>8t&Cc&*C@V(WiEwE_2$@bsq|Dj!!ggS(U`Zf$%JmtCG>)N9Dg)LbIGl987!Ix zQ7dmQjKCRuKCWKZ(qzDc2f~&O-rE)&OsZhzuZ4h5XgWfjL9KL~;#BBfWKO5ttoMXy z+617M7dD$(%3srBE_lFN53-XHjg7eIq*u=$d!F`Q?bxSYOWkoP*et4VMlk2XeCZ*H28h0Nuv5Cd`nuWQXg^{cXfOC;8@Lif=NzH*UqP zd&SiBuRjQra?yK~p+D_3NjTBwgN&|)%VfoK+}sHabZ3jDN`%a5+jF70eXp?RcdTU= zf}I__KTWT@!sZxkiif>fI!U!(LEm%%u;VENOnd8tMMxh1(AIiUE#^L3sFjxBY>#h{BbLrv(2oVWubkhAkl7WX=~vg1X<(DGYGo~cNHmdy&&)qizOOd74;dekPV5?MERg+NdV zo%)Sjy0IBAJchv4u1$vR#N(CMe>EY~NPpBJ4@KkW*H6aYlE2p`oJ+oH{Vi># zWnV!LSF*iIxUNf-sZsZw(p!2@Q*=b2EmG5S_PHZljcu{;#a)o(q4YCXA=v9Lv_aH9 zv`L$v0W?$!ZmeTYQf)jA*L%|HyJR)@wKpKbWhvzmSw5axdS0f5GorSu{FbJ3NrW@F zT7QwbW#y-9!OR0uTPNE{P}j439ae1OTUst=}odfvCTrfx){(rsvnvC{pOXw}_TiH#Y>84FyTql5hO3D}n zCcD-~+;)BbDA1yYm2%EY!h9`51Pg)0sdL^SKH!Dt#Uwper8mpCSI?$pL-66mr-|q` zn>OI*JyU>Z@RzQT9rh_|ti;Z|3|@Ml9P5s56|hwx;wAao1#Zs+p}fJAb4h z(}G5whjbK5qes+bV89}VVun34r>vdOG$b5$$A^o-lt`lMBym6URJWLr7nUE!+V*h3m5bqo3HnmBK{LEDY zCpsp&)=OCL9>-3#AZy*KNj1mJ_M@77apE>*a|~yEg1{T1I8I_eg6o@{ZS3V^*$uXb zY9$Pj{N)cHpJXqts1{LO+aj<8*oKdO4wYS-c5N*s(uo!$jZg55lbm`qkAL|x!XlNf zZn)lZ+%{3n0nl53Y`O{LmJo-(vkuitCo6Q#3m~N!em-iGPI|R1%?(j zAXD1j1-Im_WDgHJ>u@XHAHzV=rc|Y0o}-pbYL6b9FlB#dJ3xuJDSvp-6Hm3KC{5*k zQ%~<952#boF9*lCgBAQE5EP-b@eG_T7XnolJBanjWXh-GL)`vI;wA!{PM6avGMFqw zH_`ecTW4k900es`R>wV!#k+=o6CMuU=xa zDRGI3CIqmJ#}lFlAbKkZ;QNlU>>~n}%T)1+O=9;C5K4168tY zgQlQZ%6` zy(xkSa(utLoBQ+rd1rTLXWyBfo!yz;ndhk(liBUBzv$Mu^qAJmVb{GMzXvAuVX;jf zbNH)P3PP7sb)lgE*Ly|*Kpkz_Z$%cNbV%bx6gc~GNM;+$u;g5gDU2_J$SI^hb;Zec zS^nfDB)Dv^MJ3-Z6ewMLX0Rn*Us87Rxw`X@AULO<(NX(F4InEm-0J2aF)u%U532RG z@D+6-Gu@QXmNgR12Hb~6i^2T`cxa<6xB78zgXFk~*|Fqifq+jZY@|lu9*QN*d2~>l z7G3F65F^%m_Fau3M6f>10_uOAxRMlE%iScE>i7A8A(ryVlb_k4cYzstVS}r|ZMu`l zsaDc?(B9PKnpRmx_q(03u?)=7n=d1!u2(9kD>Ol86_~`JI<~)sywQp6x@1g`0z-rQv;(3Tvzw`5k=Pw0Moq2ub zE&+pYov9^Xp;FF5;;`Zu7xh2{gBqHDAhRoG+1384xK$~S+N#8X+7;~=ZHO_Up^m}9 z8yv9VPsa;Msf7aFv)1QC&@i&xYsg5c2%Un}{awz7^MgQzhxUd}A-#!gS!p4XPZCY?=l6}I-msej zhw%$TR+wwzl_i?wf06J>6y&nf73gEcVG2?*aA_HsjI=0BN)QGU6sD3i@Nz~u__;uY zP>ND8IO6|YvNRRxGl&(ku>5qK95OOgl3EXaeElHOa?<~M$brD+Wo7@vEmv(}?fXHI zA^hy!%xx8Y%Uwsy9EX?NNtttCx8h!hAPh+0G>@OI*;u0I?_1|#LoR_{{j%((_Pv9a zuPyETBBuOMJwrY}Jrh3Nv04Mlqzq^dKqo?8&E6&l0z2EpE3N}iX<|YEa#b;lkryB*-<4@~- zlB36mDHsZ81lx}+K3WZIxHkQmkGi$4^+_KH@4iC<_e+ZuUhj)qm zeE+wJT@o|L&uNa5X`rW1;!D^7h5+ZET%q>51xB0>WZ<%EdL!ce&$ zQB4s@BnVVrdaYY=oI&(Fc(5uGXenp$5qN;FnE+mA2Rmw=o^&-%IS@rV8ciHs`{nd8 z;LtW4r03sp+OV(RH|lP&3-NYjmd#1CDVO=QLLpO>|?w78NJ_f;z{qZZ2TIbLlwO19gu zuF5IRVue59bGH7-SdMunzIkE$;GbXHj^ZjdYn<2*c0BL)`~=c#X|1yT5Kw}Svvk>`h^+b%E&pBneu{*b>IcM529KeUA}zti&aBBa zrLZWNOy>Ma5$cUVDW-2;C+aH>S|H@D-|TvW8y@QhY@_851In z#P*0;96B0@)4CWHcW-b6rxQMsX%!x*8@C+eU8W5BISbtilY8DN@x?!8WLk|$op=o8 z-<&jle-Ws8Du%zgWIbws9e{YItth|&PpG#g*;V=&!_kEj`oPWT(6SPm3mXezWg4_@9k)bFL=J zp6LgD0X0*K5%OI+SB-=ud+a_d$d{~}jBtC#96}?s`~cL=14+}(6t&`t&238uxVv8s z)I7h`jRn?@WgkN6TDOJ1DG8xf-z%$O;k!a;hXl@XqN=w}8PyGym*;;OSBkxx7O1-4 zs?7iRl4dY(cKGpo4q0m{_kxMX*_!briOGj#caFGDga!vBut{LgB42gdC#gmNroCX4 zk|{B3jp6Rc@P7}hF5Ne0U7;!DVvP>#1gD?g(#>Z*aZXQRee*PXwhCMKqW;lrMNSX|snL3k@0i z3fQeyX0_NJ7GV;ER=KmBd@X5cL(3<2+%M6dXmUCt-Hsn8*fO}R%zw{P`K%mGdI%Pw zfUu>KG=3QD0=W^XB+Vh#aELSneq%K9^76Ye%0gfeBPvN3}<1q z=mA($O^%^s=`*POCi)&lF@H=BfP#`T6@WYxh~#gaQEIIc)njC&E?MI%uRW-YC($!z zR8J5U&1~9j7ZIU~PvGkkh%nMfoc22Z{^!Yb$hWEN?2xIvGrQ>@os|*a$&^8R*EsEu z{CKi5IfxWPMCry3h>Vv+YGnR)LJWh&hz_hy&Z*ZtXM9nGqn*ZoWTQ+6*rI@Hq)MX z|542}-z>iuHTNZQ@;EcBYjGQnBW(n^C=;D%{q-luo=-m%!}o2R0%aFW`3I2<{n(+q z7CYH$MzMb^%txf`_S6Cw3!t9)N*YRZtMVVX>UoEQEIC!yWea!MUz}H+^Vx=GL%XB) zk7PqhzxLCe({;z?*HQ-z(AScO#}wjS7pZ%C-__EGM_*xx==ymPG}?F}uIP0P$vvck zNv|*>{~L6b#0n`o601BC_h~4v4Le(t1a}SGabo@c^saENoe4O8Ts~1$GVxJh;%*pf zo}{`Vi)B(i#Du?A)!d}XSAbGq|p{VsXkuEqKnJLYS=Olly;Pd7>&5+&Pcl1 zR^ph4IE_L`8(iLi=fyYp4z`VAbn^=NBszs9YQR~Fy=I1OHa5joRbEdY>F+LimAE(m zg5Ec#&8g!{9Y<#neiak2P&P4tP#$VZ6XXDR7Gnr~SvQ~0M(boR_AL4s)(6O)G@8yf zbDm_Kd^Et3cGcxZc$%4G2$Lti;ijCFdfB7dC=q>CG6^%Bv2Dz!Fh_M{ms|m73Bt1# zbSuK`CLmk#r=IQCQLDyk)9$sytR?0JTUTj9Tw)3J1dZ92hAphT7V|EcB6H@oU!m)z z=`;7JOoU0sPB!MsuAt6IhO9#^B{EE9y4p$%^%7tH=>W#G@(nE4cdTtYwT~4}rSY~m zz*s(S|EIJ{Q=f~FJ@QO?t?`q{$=>u@UMbI$TN1sRt$+*+drhxtD{!G$FGd;05CK7{ z@y9@@N_c^eyx5xveQ`nMK*|T)OvS*DF;)*apF`Mp)Tlnj20!58P}6V&RHOp8XV`Mo zj7K8Ssg#y8H&sb)rFPeitSy!NcdrVwJ1N-=cu75Ei-@}z}jBspF^h~iuSz)|2! z@|50C3!;>Mrz3<|jOG!25XoQ4>nK5ja1aN0K)M!C5c}O;SS)(;NV$_p)L!6i)O;<_ zE(V*0cd?*;*Q*%B@@W7VL@U=1U8J$b`=85q5?d4Q96>#zTkwyA%8;GZ*Rf~#uyZ2S zm=wIzIY2db8jn3vxa8@MkR*sM()}|ae>amZ8t%Ef!hS*7h?6!%sl4mfdCJww~9Nb4f_-PO`V3#I!0>O0*iz1I$xD z0nKr8(ZNu^uJ%WB%u>Dc>zLRbz6=meGghl#~ z5;a}5XYuFZ7(ISvXypPyU0)J;aULa%LrF{L?n*a5sr9t0K#0+zjAfqZMT@BVumteI2Ij>VrN8u-$Uh z)>y908g{>ccRM1RMLG!J;~cr$9cgxQ@Nbj6@|C;~JoYk80Rb`W9U@_Ww28|hO|GW6CEv$`zbDs_=I44g&RQAz*HRiCmH9(< ziNq{jzk-$QKUXz^F0`aiNL2`|jA<0@hgT!_Q92>XJk=E!@C%8nMUxr63-6`0&}G2S z@xC*jvqcao4K`4SCYk^v(drkv>AKH&dOl71yghE9Yjw*zrVe9GlK;C;ZY$Gw?)%ke z7PWrI>Yzk-=xgYV?WFWE<;CdwKO^382ZaD?RhbyARH}!mbO+|$%l)fZp@aLNGf7>j zbN2bU*GJ#E8#p4-U;GcLTs)n9{d`;;9{($OIl5D^`uaKe_yzg6ps5rP3Q`C-m4JZe IeJ!g00&>I| z@ar#c>{tKwm*0N>{Kmfd_J?18e)sLiw{QRU?Qd^?d-w5QzWey@?dQiAXKeYG&mZ4@ z_v43O-v7)0_u=yozyALDUp~Km{~rJT_Vc?xzWwXBKfnF(%U|*9m7#m{?eCvHe*5W% zw;$h;;-?S)+J650{a^n6;nU{^`spqI{@dG6@4kKe@$-l8etP%U?|%ApW#GRogHIp+ z*E?&0|MkL$SL5HmL(M;b{Kxp^ub)2uhB@^`6n#b$M>|UGizJK2{`I15V zx3_WV>|x3x>$I zk9_7}abF;7dp>B5Zz17Wr=?;31LF4j<<>N>8NBCg)*0xFL1;j<-v_Ktu3ux zZg~Ar{QT>$KYfCB_wntjRfX4&#ATV|&oz_R562~wzkRwf^7`?(v|hrKPbO@ z``c$|-Tmj9$?HevmWf|;dHwMG;UCcPKSBuiU)F5?LmKN3zy9sh?|=KtDZl@a@_OZW zeP6SC{rDZ3z5V@Yx8xLh_4^Zqs@Q&`!=KE>&J5Y`@3I% z`ToQE*>`i9h_4^fzkmFRf7ZIZekjlJBUbVF`msD(_T#&czoSY&z5DKmci*ku6u(g7 ze)#_L4>xrPec;xl| zC-<}y(#?%#`G_5e|~otVd*tvT8Oas?>;}an@|gXS@psc|8oW< zKKC5|lZN?{{Fnds{r8{VeSTxU`hVxI|3}lHKfn3vpF*|y ztADd!{ZIRig-Rc?Pp+hIqVYbK9H1HJ>hS+>LX5S>Qob=?{cxwfe!el^;J-bid*Yw& ziPm|P(G!0>Ct8zTHsz~7fA!B_#N|cnv#UPVg%*T0+xktY##RD2r11klG*7(Nd$ZC#(6;i>- z9pu)6C2L|YP!QZku}J05Xw6pG*JtWBsa~JUmzDWmDf7#6`KY!6L~+DS*h?!3ePKpv z+V?&!k`K<7D!=o+mx;Mg1$f)mEZ+ExJ(!xg1%PBDjOy8|e}0nk&wc!T0csZ$+w?eyiFJP5 z2dt#f#6+i1#KhJJTfQeT@iJ4^RBx(EuvNd(#vTEd|Wk+ApgUM(j(_*Sp0b##)e zi!)}&-phkZ>E@mLJ@->bYs@(_NqmIDV#}hkM94Kmed*HY3BwO zlYu@8I>|Z;m_;828{>P{V-(!dT;x35_;PPzbUs-89-s>)+=0i=kL%leRRRiO$N%c0jro5G;<^fZpJ{M zmY(cVZp+gO#GAjQh^hL=BQ;~OhaA{yVc!%3*~K7G3u);o&$ci1k>!D+4^KCTLB}>>u=MPa#05xTHzgIQ#uy!qvyM?W$LOuP zGWR(~U%_0MB-la5wC=)+!#p(K_~=V5O({E(Q}Us=L+ONnJP4zykmz9$_U|R3lR5bN z_mAiAGUFdF4u;I=ln%2F+p=q#94LBk9oZi>)JgVr1yrNAI@PVW!tAZi!uxaXv$tNs zT$&^pidwhc}V=5)g@9(egK2t@N^wo#Be!u7w zRz2t#g1$tk3UMj-$BX^ZGo631UwlEky;mrD-yQ1S2J@r7I>|ND1`DI(I?1i$((Jff zRb|$*i&g3FUPX1O*S05qtkZYLj!2a*sVaC?FyYW``dX9Xc9X zLjTHp^1?lZ>MpHD5c@}O)P4;!d9CK|!j^%ud_;Tz{qPusSU zinhWw{`uM=sn1JCd6S_A*+&nM?lA-LIia(R8J{oeY9j!7r>-7lL66<2@ux(K`QN{P zJbzb~pJm>3Lg&$;HJD!TPS6F|ss4BIexeXdPZ<)d6Ws(@83Jr;k1gvdzFy?ZPhB^m zgM$y+`PRoX^?q*i$Ab(d;796YjZuD%*qJ6jK3~)+*9`u~=a0wFqO2b;mU^djI_ze> zg~r`W-3hKZ=I0J%Ym6=H(QB{ZYifTvVS!zbyQQuG>QK05 zn@;`U+rGj2k}I_7o{0@SB7T6V(Fa#k+(9WpfwA!pG9ARPRNOaEhR`rnijO4~A0T2U zd;N3u{&9kT%L`qZd^Sp6kPWC-5g@8Rz9?K%}CV4qYAw}@mh=`J#-z2R$1k6~m28C;E%U_Pi9=h1a;$xj1`&%)5!tt=JMX z6t@?JBQyb@N~i8MkC;~+|2-4iG{zwuvG?#f>>#QO6${)AREI!|8M<5AL0CPqhxqFt z%%Rj5M@X)mq2bMvhRA|8n~L2tvydXxgcTNu;)$1lVG|hq0&~S1>jx}E>YcJQ$gzsC zua%au8-+*{u#Db-kW?BMBFjR=L;=GziYW!HG)xPRm1b`$XN*JL1Q*UY$`_3bYS7Rc zMR&Dx^qPYPb69C0SOtt~bB-GGj++b<#fWkq|AQ)~m4;yo&0R7XF>^twl?LS(tt^It z!|HBBidt!z+b1vP3bd4r8Jo4ziihSGWRpOcVtMsiY3Lh=0tF0P7jDOu(!ArXSQId9 zm7IrYR7&%_s0dNCq(@#5P+Cj!_%JL}e#%>(t3<1n*5&FB+rFRV?MPDP?WDM!mM_A# zQ)t4rv-SR%@k!WL>>zVG2wPV|7{V4CaMUc*ItYI5 z@D&&)0CXlVUl&w!<)EFmIw(8no4tjbyT7kYla5!xkxnEluQ2 z=>_ZGp&Vov1oK2gej9}gj(zKW5HN?4pCG^$ScX)yNx~qou%ykV!fbVJnb-;1V3Dv= zSeRN`#s18sBqvyz|G1Q@HckK?HB2 zfCVf{$vX{(c~Qa%hP5K=uyG^4!M5)wK`@di2p-c+rO*UHr_cmJXY2hj_T)Ttp*+5xHX|xyS67!L;gq6wG4VH%Lg@Iz7EUkE&hpDAmgRiz- zrr&WE%>#jDRUkGX5OuOZsNl#i2aQqdD2sURE`Y_P9QPW|5~(KmFgcnDg*S5tR)V3i zjLr&nUKkXI%46UZ8}-V^P_cQb5{O>HUO%b8gx1MR`V`sJfsIpH#nuK2s*%79A(2W} zON3Czw2l%8ouxu7s=x}>F`haYRYxV%R^>UoIdw3%$oWYJI}4GCNh~@T->?lXP9|U> zz`AK=Q65t-*}YXJj}bH1WjV{RLq@*_qw<(5Hsn#Z3ir;X*&Zms0{yVm6A%g~_v8wz z+@;id=s<6H+<%t{#n>=chmvU$DS_yrirtCEs^_hXJxDGrjmZ~XbYXI$qYko*$6qDr z!VBv?)Omj>5v!&3MlW%i<7~h^;k3NWG*!`DNS^HM2bH$S4EElivp+5~O@|9F?(S2Y zR)c(;ePX0inH$;IYJD2I12nx@H~}^ob_ki)6nEI%;WuGoC#-McX_R5*cj#OYPgRx! z%{EbT&4OIS(3%@^Y=TPlvR>Tan>HlQ6~pGAhm%3F0;PvH$}-20u=BS`tFs0F#YHE9 z5Xv=CC@ZWKW6)zo0YW5P>ojHb8m8?46Sz|-2vFf10L7o^1#G+){?YL56D7l1% zqbVt|x^SN@a*R-oF=^Et3)TP(T?s6Xw{vIFM%HOqiGfjt8CIz zg!OCkUtbd1uG+b@B?+IJTLN#hDCZVTq+_qxIk_efD zMOboIuyc+&ci7oOB+Jq;q_Al<8jP2q@nNQL$8mSyc^aq!Q-BEZqS`hz{lv-~1Fv;s z(JGEk;%RJ^F$!Z-OlxM6{vP1_Nj1A@9Y7^)w9&!?ur=$%$To5^;-&`*00OUQR_t8rr1RI8! zRavQl^5alq5af5{d=NSMW+19JCxk7v@+fokF+gcMog~jx+)kwm+|J%EaQpX@!1b73)xCIO@2M}6j8S}u_{brUuZ zW=dSM8z(Q&5o$9Zzn5bT#I(7!4*p%{eK+(!b7Bzko9`)94sFE7E-vX)Kt?KEK?Np@ z-9kP9lgCKqG&wh=&Acq)E@KDg5Q16iu$Nd0H=44`p*=;6roE1feiSQP&GGQqRJGMy z2|N*zBi_+&FNqQtbrm8l8(AU+XsAUk5qd6!MU{h?daf&ZpPP%G>zWCP1cLwCbakaf z>~OL%%UB#|2qwDrGGWgV-40D-8>D{bh(0vDMG?S+MHR}P%F28IvIDn-qhuawx@4Xt z&m?oFQYCX|Z}`qjJ0t~$^tgda`P$@cFetX%qiZmp zy|oR?2E$yT75yES$JPj&7w+&UY)D`XZ|FZFKih14tkL+eCfCvq+XWE1axg^&@@#nJ zbSk}Q)!2m0mLsMmGO%inyf?J=PzN;dW6yhT6w8C2u(rxLn@HHkn533iD#V_R6ZrK| zdeNZ4%gWV|AeY?%u_w&)51;*-u$U%<?H2!$N`?sxz~=3_kE zrVa(jL40q(J>e|Ad)gE6JxJ7Jj83A21;H@g1$KJnw5}&_CyFN>_+)HN zl4q(xr&5R4t-><4{rUiwjbXwdW;yJ2Mc;` z=`Hu}8$EVZ*xYeF?+G83gtLjhUploDx=?sYY%_3+) zeTVrDtJOk5Dgp*EkxSDt&c*Sj1xiSeK-4Bx3Z!#^5X&~YC4B%P3Q9X7Qc4VvHSHPc z4#c(&+u9vCON`iTd1_uekXmKa&y^ArAI#eWFlA_Ryq!}@MCZC%4nU}F*f!}UR+ZL2%!nxnGGa~>4u3&F4Z>ksSdloV}B2&$%yQ-#gfW{$(|j@LO(l4axAR3gyHvU zRW2amU5dOc-*7y7wUI^%H(;JXnjRd1HS)crS|UUWy{bqcq-im}swHA!GkiU?x0r>X zDNW1W6EI+~w>$9I-oYoGN1kSua3~7YA z`%ZY3au>VGH z-o%wZWC!7gMcj$(Dr8h+>YSaW0lMX3>V~t17aCl=6`-X}d~kvhUKF{epzJw9C!$Eb z=V&I-8~S^bEn@jhKSs4lET0uRb0`s_s`#aHZvyt$p-!QMy~<2ACos=nm}q3R3~;Iebjm5)Dpd^^gy zbg(PDrwCRiVEuCRw<(IM*qX#*wW6qG0qF(Md#qjU5M2Rc#OGpVKVW`h7G-tFOxd#o z_k^QR8fm&vnk1@F>LjXA>b&hjseeBRB|eDB-oGT2uwX$Y_Je%vlJmp*Xk^0^>NI!B z827Y}++o?f_6YP28v_GNA0Olh7+(atCA(hQ*XQJ(9R#GKW<9=tt$gprR7}cfwMtbg zEYKVGVk~w`=!hcngJ`71NLn)F%D5_OrBo<#0tmGg724ZrR9K|XT|YKCG!@*dEEDE& zKy}#!t~d*k((9tK6e6zgE(x_zv`0S|pDmVaW9ax$T_FV=&xXTUk`(751U0 zEiDV3-qn`Ic`;Q9%rO;S{U{@tx|a7rvcfytnxo7S{fMR2d5smU6wZXhq;NDPj)z$> zPYwWdvgc@l=XoZs)WLC#u0vuT061XRAX)DzIK=l-5|*vu|$`4I&qf^ z^K_y;msvV!D&;0Xo!V=?95O^y`!HE~`cQ%{uW7CB*JVMheTN z3@U929PGV6XMbD*Z3=Yk_0ke(N}v~uPCk}E3{Kjzk8H5q`aGI6QMIsf!ulE)Di>9e z9bfoUiyGNMkXSnuk%C=nU6RN5TCv1i@g4d)Jr@{J4jPb;d4k3_&na_`PUgtTiuFq7 zh=E|Jm1#K!`dtW70z>t*I^2M9IT)s|kR*YLZ+86-T+Vkh@3IfTS|eR~X+R3w;)ATC zqaTm#)H=E*jSv0cu#jM_k;BJf2IaLmx5~R_8Bt^hI&=>fWwis*O;|6StUN8jkfC0A zNQm~dS^!JR*%ZC<6XvM%XqmCy#Gb35 z_XR8&bOeXm4K{@m&nTUQK`?p@39Yn}u<;LW!n%S@|Fu;z&sZadQ5Y09AercBs7N4m zTZ#&e5egr-GCCzwpcg2$y{HjG>=sc43)$Wba7B*TG4YwGS_hiHqeEqmJlF%F%#rUg zlT}-p&$m#CDstqN6a7oc1o}>)!Q5UH-Gk5pipIR-Lw+7l3Sgk|i;F6cskw6wl9f!G zhZ+h$g$w5W@DtQB@W551NVfZ$Qfz6 z$eAS1RHRO&N}bN$E_M3%lhomxStueeUC>xYEAfMT+`!P@*IMx%TPqv5eE09;R3Sjy zce7Z&UCeGCX;%6~7BEbmXnb5?VAhXqc7+%yMV3Y@=0d4)hC$JeQ0yfRTVhWyBr4F; z_B#g&^z_7IoeJbrc;4v?V4|_7QEO@fssSjSQSX~0*+|`OuToF zdk5DkoalBUCkez%^KGlBl!$B-Eg=Q4CK{Bg9gJ_mlqhGIr_d@{Ha8j#U1-(jZm+6Z z#HJm{uupUjp#h`8X!Nr3^ljf9c4@#N4tL<5aFmlHO_!6CiO&!TbX zE*K_>x@YSos#NH_?NXtCKS>4pN6qC$?I|$WTN>oUyakJ1;%RHo#_~>gG+Tgr-&o&Z zk@muC>33M<`Njc82TVnW@xAxT%z(uZW7uJ17}8D^TM7X~`(V^(tu%}69*=MY&YA@N zsh21~x-jBfTLH8M>i*KoI}mffy)_U(+KHtnK#bAKhmZmo>8i}@tWrd~rNx(HFJrwm zG6Bm+q_a9vRI!2g>{>7INhYHb9e|Zy*u2Ig-%(U|05Wb&w9kN*4z}c=rcj5zqK<0b zZzE+HF<)y51CjZJBOefZ!caA_Ep|(DO;yq`5|JDP_&44R8yXiY&c7WiZ;pvi0Ko`R5t0m zmCY`IV2WE|jZr@N_TC;!q!nB{m|K9}O;)pmMv-L8VDeV_I9-6%uIEa$O9-I~AjWp3 z{-m*r?Q4!rZ{C4);ZC0=8j!v%(DD-K=;hUT6-Z;jws!8o=3%7n-EXHbN{O*hC6F$p zAm7vy>A0=BB!R`zo5ntJ7GR-SPLV)fsVc-}_d(=v6cdYb2I&ee8@)n-U{gxqSi75~9a%2R5Fu#`i z%`?ReQOr9Sg_X!to-C_?krzxUdL3frdLdgHWY{az9XMHKv=hg>y&cF$;`HjLl<4RR zpe*Uj&=Ru6=rPRS;{zBKR5*V;!x1ygG*&8e5(gBF& z1FLyeOU(46Tn|9n6(_5fNckC3lKteli%(gd5|lkuF(nZ7(0#;&UQk7ZJc`u#E3j|cg+-?Iz0;85jBNNb0p$6Hu^qd234;6$m+hX|$ z1TB7oJ(N)&rspDoK{0Z>f!?yha>b{FMItO_dpkzo6CCwSvoy&yuIKFOV~}q+d7wN7 z@J{h${63joljPa#>Qw6Ny0wJNem?ts1$Q&_n&X94N#^Nm?*sYqwRfTaEuOFsx(B!T z?h9>t=l6@g7`m^rf}Sp04K?G9o|f*pN_uQUT+<0RdP_gpP3ZQ7k4nP%b@&ohZxFT} z$k^~6DEcrtHrxIE^^rsjlQM@%r@9Z58GLVVm_7SBOkU+SiAI-sDiBLawM(lEV2Ld-jtZm?1Cp)RDusHBk) zV}5Hx0u!*%tVaTQ1!kjK`F3T6J%<4DUeOz;vg#S*Ay+x9y$^=xL^4Mn5BRFK8pDs! zU75_W%TAHwo-lOVlT_N)w=>BuR)Za4bx_^JDzmx7>R|8vIs2j8u4&Cxzj;Y!Lbe36 zkoOh?wH( ztcxE64bt?;WeWgOJIUz^F{|^usS-w6u{~->ZcA%y0WMz zRfoYX9 zh=Jq+y=IDpAyxOH_JpIj9cj9_og~l1ZKqPjZD(&6xBdH3-15M>zNn&JcS@bSw*X^B zLYmKPY{Ix4ZOtoDNa_je-;o*gAdy{WhzJw4?5w?>74JApOHQ{G^Z@!P91Z8Rmq4tz zkl$G?(L=YQlW_s`nZApH3QRnRw^0IVcunt$8W1qv#YkXvo(-@9fh>!HXbP`Cb|78A zMH3ew{nMB!(fD?Zr!@lTozJxm?<1=&nMZJA0ZhEaY^&dyRmi76OKbtG&?MIm-ujWZ z!aQLXK>D|~bY`ir%9njP894wL{Law3vId+}d;{(Y=egh0p3MD0@^tQBRQlY%*b{UA z`hJ@G9!hyAFREIeHnwSy4^@lK2#TNC*g%`iIrn)~UIi>OiYaH@4K~I`u8ah31dPu= zXkVd}R=65)x^-Cp-rTAd@x8kC>`{ETJjiCqzrB1qx~>P|Fvy_B zIc<6}J--NG41pd~)Dp21W4vz(OsRa0*P4Q+$I<=Fg4Tb1!xDXuB%{HKeYhLjVWoK=(P5?3lqIY(5*E*2Zm=m0t6_LR0mJ^bMK;um z;|Y_c=Pd!WzO+ke6@o6+O%G0d@ccO7LW`Ppp?kxZS5(t09v{O4C=6;dj?y= z0q8zM61;&RBu>{6YZ98sLfC&|;-b!HdsbmhS6}Z$fCrnfdj~z(OxFoNZ zSW*kfI)PK%*yf#W&k;SqS6fNT(V6BS@c=}d&=;8sq~#++j|(6j0JW{A0>oT3F*#WW zNGa2#`<`Q>m&v5|JQbpX9+be$h`6?>K%nTOOal2xs_pF09Z27-t}f|QK$VokVbpti z!Jt*A!io>=yi_))$6}DI-khFcb$GEXfR8`{Mg!?QYBkw zZ`q0ezSVPEavp&ZhlYZ}|kaiGvMbAq*^S@dSe2pQDpifRa}#O?3q#Kpn|RGG*x( zqDjXcK_@HK1c~57K+j|K9f6*Kaya@b)2KDc*Xli4(<> z;qzp0Pm*VYyHlxy`&MC@{V+;+4RH7Cb8+LZW z_8s%2wCmOW{r&a5nAi?#HhO3nzG)I0J>x04g}+X3`7GE*F94X$*|dAE9r1XYpJu{G zCE;l85|#iLgOKlc8OpR5E-3oIIyUs(p5#a(2G$ILF{thXYlgtsTV~IG4y;#jH|?gN zO63d@@>H-+2iu+e!G3#zXi_ON8%Ilu$E&BnCxbPVC}9b!G~-WcFxsXp$sLxPXMv!> z&{w{lY;UmIPFVZ~iyejr56x@+!1V-rQcX)E^$c5VUcNL_7~!krT$l6#q<=iVonC>V zcXo4I#Yp5yvcmJN6tm0`|7iX`QmaWzv zRTr-gLC6mVl#{K7U$e7LZ8Z*DU}YWYTn6j4T1N(K^-T}mT5U?NJ;yy^s)Gl)u&+r+ zlG~%{FikxN$z7^VQ_sQM`*Yq?7o2JI+eSxtFNiEGS%wCBoqWh12kzYbPFsp@MoD4e z=q@h_7&bt><w@fHsy>yE1oj+xu@vc>U15bmO&CW=0$mGKu#b!h#Dv72LAF|Rc#QQ$1$H4MfP2D8 zI?XgyIxQrcbQ&a@bQ-+9Kj(dvPGE=8(O-~GJjmd=XeaNy&Fc4jn)y!+ZZNS^JmKL< z^Gp(mSI?H?$gRkEdKPbVc^U%=FnJ_OIrUz;Jlb zoMl3cjF(y@bCGA`Wp7?TfHd0Y@xK6KyW*OLeXbRK35Swpe=^*>r^_l0NVl6M9DtbJ zwPYR0H#yuv3Shu~j`5Z?AR0OG09OF9muoLWG+?uIJF%J~maHeNX4=p!V`%{C=9_jt z8jufrOgsQFLp|@H6d)~H7+_uiJ^j?sQ-THz^lEk(0KP>7*9X89hdXdj7&_ib)@*9R znPgXDVw}RVQ{9ARj8j;4_THbfA8Ov37E_H_gI}zZa!ZF2F$r7zo;%PEV1hDqV|9ox8vVv7bIefX=;KMNLuJqn zZl-o%g*Fyb)>@5DkZ6S#yp;oxkJlNRO9N&;w##xXLLgd3EmVOOJ=p~64um*tp5T;zq*p@v zSrb6d2X)n{jpO+e-?;;@#Yd<*F!GlAz$zWRwD3h5aLC0SxF;M1=19{8<|KJ0Fgukh zFgts@!0g{o0yAOoqsW(3M~+vXL|x=VFhXFqgQlJhA9`MalBny^KypbQI$-9xuGwH? zY|zP|Y^XkV<#WzpU^jq?KR33P?P2fZ?Z78bt9g!U{qxkCcYcGIC&?B`n7=Jy8eI_5Mz z9MGl74y4HmjSaPS#I!LbX33+2%1|P*3c4|8C)Q5UF!3gv!;n3 zIbvB;hAY$Rz{9$SroPpIHj#8Cbx7d7%Q8qtQH&y3OVBDu3u3z5kwDB$`m9oUjEtM$ zvIO$jj|Q|_i9=xRz&+t8$wrzk$tKBdle~(tPNIsj&f6}=`uCFkX{mF#?WYD zkPk5i;lOu@BO9_FMtk#FyIqpU&e$@1Xp-M~Ey$6w6$3TV@O_?AOsiRu&h;s zF}`lBvQpet+n`p8k%3dDzO>;O@to&QDlmBZIXM6Wv}by=Uwfm}IHjde^g$zmsl~5| zYKhrY&#U6Sp)GaDU}X>3oI@>#uHiG9#5XY_fv&6>MOrY2x~8?4H|C%oLehHK{!Jj& zqIQ6zM~YHqi7h^H2zrT;jZx+J!Zy-c`X1GQ5PXz55?Hv>IkiNO{RZ9A3m`AMa#+T~ z4y19mPgVlyn={q5Le*+Mw%|ECdo6Mt5d1MsZL;Gp3p_{fG&1mkEqzK^O)@(@1k#87WAlgCc26g~o8U|kpEouH{AyB4^D zEBcuW%OE!BQGuf_#-(`y(n;mqYPy7pyQI&}ZB38kr&|TqJ!+=GtEhoxgd1zJ%n|wV z3{b5D*a(dED}cq=)DFCEz(vT=HGBvMAY>9BhiD~MMuuF{r;zaw@+FBJ>H5GjR=F3U*-OEw307%Mn?obdt@9wGA~eYCrHKj9#P! z(1XY@NV*2}rinyRdCw4g{?N0YQQz!3NAII^N}nCLCmhAnNYlmABzY#5I+ZGxI(xfV z>fb4r{&_Dv8b15Ui(mqy?LOi~BId^b{)r`oum0VA^-tD(^>6;G{|R&|Z$kDoBwf(F zE6VLu1t|~%(|BDHAzYA6PyF$mNb4Sq|Hj>afDygQ0jrwj0kfc`2dBDP zgl77BaI*p`;k5|x((Q|AuexKE&8Efq7{q*bcv&8$)l1le;2HxP|A)m1qRh}c;G?c_ z8Zu%x7+C70b=1Zfulvhr+c-39#1@A6h?CYrX|wc+`MAk-JeDB71gIFH*Th7w1YHe z^nqoJ@O>X&h7=y`K19ZW{xMnKpHm+r<_k*MxuUa3yLvk+s0X$iG(1A~J5!zf!PFm* zR6YhSjBs|PKAP6@po=C|6U7};8L(uV>lFb@K0lnp4jA99q;|=DO2$Aj*o#sZd@!x$ zV@67B2O1h<%~741$^AP`8XRM&?cWOn8_0_Aw1x4fw{ixK(X8m#L;`6mo`cgE4|p9&Q^L9ojR9n=7+RRzfPI(4rw??BlMlem z2;gZSHnWb{zXqNNh{_iZ{T9q;%dyZ6wTWsSu!PZHu>dwd)!wKBh1;>n7rFvy>0q!# zt@7Nq@d{r8Jww|iy+mK3oTUShPPs}{Ta6KRD__Lyt;VR74Am!dOzn-W+G>t*=;+r= z03j>_?+i3xrBP=-l-ME}$E4MPeo=f$astvVbbLf(y64ESn)wkm>&S|4A+xQVy7cEl zrAO;Pnkr{*)dVo`DtyUtFOd$jp&iRQ%=k}Rj(ft?k{7`Y9lpk}tlSJ?06pOniCt1t z1~jMR5Aq=p`HsGMjK8w6wea;wm(-D-i;ILoXgo~WjxbC*+k)$Duw3{;DsQkUP8lR7 zNhWJfn5Qa}SOgN!Q3MX^ehclZ0-O1amDS^kUfZ>4Ko=`r6iFa;V^cR)V;;bWzNyWP z`38(M7l}KoQ^Y|n$u0VL2M%c(d2Ch=3G^DX)L{{`Xs}|Jp<}SmzDZO2aMHg4O9{9B z*;<8;LLrK(05Zlqw3DQ@3Z2lS!DWe5+gywLer^>EaK`MmqVmo&>Sc5?A#fY)4@HH@ zw}X1+AlSUCa!fOn62?$bfecFBqE_v!K-UOisoa#mg%3Wwnj@Vm+Y_)rhMFh9!t;_K z2a$txNIYDX35h1qUKYjBc6lG@brH;l@nPk#WT1)W=|?1BwnEIw+0R%f+$L+a;zd&~ zLC#_h4!(Olf;WeX{OSvWmwp`FLf*^Zqtg~dpl8EiKVeLXh{mwZmH8bO znH@EqGc42f=aSrE;ENV@8>|eyx4BC65|(M#Vzknr{goE?euGtdGBSHDE@sN-dtJX(EB~YTC{7UX*JdPMkUcphz1mva)jA=w!O&R)N^9RhuO%4EgC! zIYJ}HF3D-52O1Lg9Z7a6Z@^O9=_ssF{_rwP024!QJ9UO&AYf`8q=w@=xvGl|Z)jo^ zWk1jxYG|T=%h5B!SPR^BuDqw~HEX3L!a%`Th}%T)i=te3#C8A%KAgy^3|qoDY`{I? zD3;|pNO<^Pd>n&xu^bqR#?0fCKkeTk_%Z`N@WnB`J90{WlcOEWM@T&S^Me$;e0`#vHOn zyk!ctiV`sZ7_~@no*8z>Ne9d;svKjs{{9VVlEY$*QIMRGR3E1bSGn!N@W^*9vn$gg|EnvYB}H z16_Yf_^2ejG1o-s^Fhq5PRP)Mp?f$vQMB`LHSsA*+@)ac&au6(dV0x=)!&wdeBRdb zWkQIcG|!&0)<3q(AgzAAu>3KwA1(np3hrd~xaBu}oQ2bFdeJ=lAH&i-T}LqF0f_?Lty)W68fjZQwz`Et5k z`d`^#k3MhzvGntzSHQAsVs64{y|CEXp~iMe9x}J^A!xnB?6gav+E06mfg1@>Yjc+D zV}0d=lAmA-CmaRZNYe${BzY##I+ZHW zI(xf7>)($8tunCGO9G8&ombd_Mm_`@pOv;)E>|`j?DG+6;(1Do*m8&Q)U~-?Ji}-L zm6qfwm{1jaV1rL^v(fp0uH>q-k`ahNUTEYEIPKm-EFmoE6WBaXTD3&Xo8oGfK-v?# zM}&tXF!4AhI9Yj~2BjQjj+tSNOjUENDe=991oDMQ(=X3J$JdOHcrbS$$CHV9Z?*M7 zuE!o$vg*KVXiD9=xgGkK0k|ZPkE=}BMvPsQzDhMZidJ*UB}N37IbvmDEIPFgbPbwL zb)a|dq}Ktn5!^aC);ui&eN;!i=e@Hzj5W{NReh{^$3S&KR^DUSo5#wud%{`b^|U7vZ;(8dco&r}@h)-608lt9b9oKXw3ZBg~IesmO6 zi&HDu-uA~OeM&^^30f?t6}X7f#7H7(spF!<02ncij9#&OxxHs}D%bWkAbXcxg3`Rqsn3*G%2b!0dw`1FJ!fZVj27WMKxGAQ3n zi|o0L49@_MZ5`QjZ2Cb~>)@l|W&HsdF{GMLe+$Mw%}8Cdo6w*Qr#& z*V)?zU;lm*d?7<1m={$&?BQ1OM-fomo{N5!VpZpgq=&|fFB(b1pq?fRMzvwZM zeJNGY^PN5)vmO#ETTpV^UWqX{xIkbtS+CFvcSOM0Zaye?L}Z}JENh29P{y*Xp5=`} zDM2Dq3%+uw2i?#5TqFW2GF{*t5ZGLmYGnf5J>+<3L|Rl>d#E|~puAWR2&ig>v3&)C zK2Ae2vJASzt**+p!W6S5RoPY;IUL_vB6wABsvra!_P(dW69&G|Stjrum|4rX=Gq#+ z;W01h3aVbwwN3<2rqq)OKS`cV_)eux_*)Cf?1zJ<*KoJ^&1}}ge)SVA9H*VgPma?L zbdOr3;UH~%|62Lp=`Y7=;(Mk?sD=Lh^_}WolKEicL*rmU&k&w`x3kmdz}SP5e?FCH z+u!Xw9il*%EsTCt5{^#7;^Lie5IUMvJ7+qtf}#(@W4GKraUDsp>0$VpISd#7tDWjT z3>W{aTSJNtAH(ov?oyZ}&d3R&n3nVbq}f5Te(R?R#2CZA*@=FlU5_pKz)I$G>ZNjf z9q3M}X{$Ssu4r;h3(#VH8zp*r8mGa?4)ok^m~~{+;AR2R00}|%zA~)|#2v`fi)?mQ zN9E};$E3sHZZTP7+K1GrqYw1cRI+F_jKuu7a@-RlZM)NVQVWM8sVn6k1{-DG77Q&x8N-k-A{I{KPMSLv8zF9^aB82uveEf9UMv;`U2KtTBG zUYLTd#K*a6hjodDS(r)|*|o7!@7V=AVDvlJOaV3+7|(6E4_Jt0!YnXADT%@OIkQ3EZo_Hl$ zMTq3Y&5l~f*rKLa35<-adqqt-mB@2kTjvt7+VC1rjtu%C!$xoKr?N;!9{9*s z)#Ioj<3A1iF;Auix6>Fa1xRa zg%2BC22>l_JWNT)4mZ=!l@T!BS0-;a*jT`8^J6=cr{Jr}@ZH3oA0PMeo?PPtg75JN zTL2lK16xXslNNe7xC1MpHe)K8BUIe>B1U5cqdVVnoO@r|KktpQ0BdrziW01pCiP|K zP?s%kLF|>|{gsJ_R;lzDSe?oWWkR;HU)!_55Y>)_VhXuclLYd>oX<#=60!F97A9E$ zd2-&IxvfAu^eF6&DPyx}HTtbi!N^uagP9<5Tv(x+7Qz7tiO1N=YUOKl#FQnFPokRx zr*nzei!%PTtb=EGu64)^!4y!lYW5BstU#qh0)0vCK#HGWqsqz}?c@gB6HcOVrm3QE zA$cMS2bCrY2Yc_&*&jtAIKq1UqOKRIn@#c|)6j{{+i1^*ZsC(3d)$ypbF8$%`22#; z6$Z>QDCjtBsLi9knXvx7@(ihn@6Z}}Juca^be-1%KHUl${6Rg!?v8#zcOX4Hwpcu8 z4r$*D?bjTDXudVay+ryi4arI%55sKK4!nf~x&iluqZAowx)hlt&!kAFQl&^|Zv4yO!|cRRZnksZd?y<0_$2AF=a$SG1g=r;eGu!&W_x7Nx;>tP%#r&o_tBH`wUG zN>dEZhYeOSklIRhF3lR+w7Dp7mWIJ8R~3j>GHd$W?iof?PBO>H>zlMxoa5ZgU0cG| zi{?NAn6U!d?6s=%tz-7|MY{nZc@lRZS{)p^k4w1(ayyemtIZM_e8es3Q@Z4UEM+%1 zDw)kOpu$QvG|rN(<}lxzS0)X}%aWL62V(a5=Ke^lLyffQF9#szR0~IUF45C2pgC~d zfF85a=eYON1Y)OvAtQ%2G*oOOoI197zR!?$5;%N8D7AZNxys#U-;y;%6F!K^Vg zH=o2Cj*kzxrfNN<(3DG~~hj?ZI@0=EJAKDWf60!yH0ghL$*#(pts z9X&%&l|$n&5xF;Ot*htgm z*d%!-$2yfN$2xnv9P8gtax64ocQ0yLJoITHl^*1eBA{hKAn|$Q_gvg6L67dF%YY&PXabj7XYUAWLwh_V6QBfO6DYH?oKm4m1QuzN;-PR3mv#!a zBQUACt&j*lz4DaIJEF9g6hGom499^-43Y9F^@^L6FiwyPiFiic{bxal{({Z^_AHVE3VgYx5mL>u&($t z3hRk{H;wz_LC4da$S4FCUH^`Tq~o9Y{r&Zw8g4q!)6F=Q^zAzXge5LPTRs_G<%}2f z*j!=z(BiDz0Tv7T75-;K*vOX+MJDjrlm!{gWhDk-k!`Y(h)pZ+bx!2wHzPC+<5}B4K1zpo6a6^tG1I5e&XjPR(ADv5%-q zSHedn;b@ha)}Ydzu=(OHvGxiIiawu@`P=KCc-LuIC(CV`%hU6N5*IR>&hCCu%~K{o8_z>!1< zxAHFWyw8(o6BEqDhd7o#2& zC$eMgafT^SvMY>?X^Mcg@L9JYFoccLY6#7^edhwdmlno)%Z`rHlU)MoY;0JbbhM!A zJCJUgjk78cO^SVrthc4rLQQJLEu%jga{xluNHomRfEYU7?IB`Xf}_{@qylSuQhKN( zrmahQV>^0GT_f_01nlSnZNc^&xk<9-HWo4W%~%{91VMW(C4d;HzFA)kR_r`hplmXx zv~aOID?C$cN5CQ>#mq;^qNu_UAZ2f^DU=u|%^wACMWPWH2P3igum0UX0^@`h?V{M%$D>(jWni2oQ3l32B<_K6zL1eu2gX@w zp9jWyMtChMUqE=(`gus4vikB9A#s*+UJQwoCM{of@aSR*b5r?fCAlx8Z4b-p;uN38 zWWg=8u0l2x-vg>h+AqpOr@g}5G+KJ{_|Ks=uOv!_o`Rp2Izr-1+AAc^f%*^asJoEW9-{gU8{)A-RXd ziJfUJA2U)4#9VVvx-ynJV+9&P$uoI;&oRX2`Ss3lskyx|Rq6?aFY^7kz%@gawV;g; zOJ_5bfIB0PcQnlx?3SaatH$J1Rw5m_Mkj&IFI?E`Fj;Btxbp#+TZG%JmRO)>lo})u zo6};wzXPu)y|lMulpbRwkcSS0Stjscf#-&zDCkeMTD4X9 zG4fzR00WP>iaPWigFn_~Ld^td#t-kjTS9WQh>?SjSNoNwBpQ$OmKTZ~eUxWBTTpqd z&6lYx(HkhYRWA{1D6f4EK;9W-eWEa`0Tc$=K@0`YvkI9b$W8OXuCM}CwVfYGU^cY{ zhf!FWK72Reo-no5MNHOc>7wRYoCL~88aZ)lT;xM;VyZ!E&ulE_Y#EhGZR!{SgZhYO z&l@ZcSPt|YGhx?vS_)=H4cfjJo?7H2is4N(Ew)B6&d`Qn3N5~bu~Fn_Eq#QWC^EFz zWJaoy3ga!#S6b2s&|!bUK(|UmQ5w=ut7OH~sk94+1nve`#1O2t`GQ?)jR6@K!OC;G zEIS3V2+b3d%46m$CVOB7%XUS>${Y(lBl|ta*<4t``7lZXp~0qgyzQ)1`fl^G4m7Uj zMW70M2rJW}uY!qtPdv=ys zZKU!d>rm;RzaA=A>Av*DBQ&FubRM~l#xRqUm0tH!T*mXpqi?c0c?t9k86<$S#NcS; zBu5`T9NH%ng)j2>N=^b}z+N}1a%HXoJ8(}pEe>d*g6gCf7Y9C6&4YYOf9M=^)zZHY z=^xrL*T~+6fa(ocrDH)WU<|6nM;r<)(`h(g-)^vCX;Ni17{*RJO5K^Se0j|G-&=Or zlhIO7%dRrULGdCxYZ9Mvo)T!$TdF7sg3OrahVonz-Mn7(IhJ$$p>{XWodbzyxL9EQ4_B@)>exnIAha({0+JAFy)x zW;v<>D-F7Q6_tlnrurp^gy;P(4Lp?`X#iWyl0Jb@)nbh*5JHy`=_Jt6PmC^#unzdb zdl3P|1oO7&B~s{9cN3K#&sO&w_k^Pyhk)l{(hG9D2Se-Ry$r5tDU_Lw1E`GcFScF~ z%R#`<>bd#8QD6lty;(||;@{BjYtN3C{LSm!ExUQ*(frjp0V{!CZ>+{effkdR1Km3p z*w#SKAHH+=MlXt~Y}eqlVl3SoXD@4oU4F7WdD4LBlX`jTz5{td=u6hx15zHl-zsZh zImns=6OoV^T`bF@xO?=s%5ncTg>}eSU~`c`zFm)L=W$jp(*dYE0I7F2l|ljX6+wOY zp1%WY9baqm+0CA#a}0*z)nN>cj&2xa2hkUbhuW=m5S@=Onw4aQ zo={SfJqH#GpCZem7#2G$b7to;^96`CGRH#SmQJ=K)o`j8YK{z+=Ry=fjyY`I_GwzD z6lb7|wVj8Q#s)ala!9~lqB%j?i=s!P7Cqov(hv zLjR}zduXS@TJ*K_I8SdOdM?r{R#{7dRz&5qXMSB5L`YoQTtVNN;e(+{AF>;L=KTo$ z{`Bu(E8qL}fRAOHGv51m>WfY7+rMKWj;4r4nBR|$Fc*qu9AOVFP-)`1UW{Bds(g>& zyx@d3%EcU-jN#^;IkcH=CZs0>?O@9Z!6SvXn(PUDHrRGudsYcOc4{~*1awLtC88LH zd#(~ehs{387J<%AE%MML^hsb(2<#%fJs_~M89sPBBzW4^8IcuZ@;yAd2t=icvK&g( z!g)v}vuXjr>;ci9v{c!M^ef?#J0N&fR8NH`Xfnnx_4ueH9D~f=L{2AU3>pTTe6J9U z7<0$Orzl~T0GUfMm0z&GYHsZ4EdL^Ze5ZjGlwZpF{d=L$kLCOO$9H<%x7;vo^qF1} zskCnN^o!Fxx@`27uL0;~X``={_yvS%TAV%amOG|QfQ zg=O~BI{Rhr^6Ex1F~Gfh_S)h^etK<@8LEeO5N^F=E{_&l6F>Neu^ps9* zPVe7&_>i2)2TBVKe+9jzpQ(ql-z(vxl5jNQ&#TM+PUw7SQDS=8g5nw`=VrT^$)8E~ zVUkyOp%>L{nB>)6=)Ga~?8h*94R?9*uGd1J`e&jTG1+>hwF3el4`A+ZQ0dUWem&~U5ED<*X=_7#~Fy45G922B+8_r6OSgbH)53J-& zulhPGWW+lOg!05FH7byH49+g;14wUf&hO2c2aw?nntHia-nBSV^}q@iVwb$m3VIdm zjBHMaN#*=uq|o6Ocu<=Y9P%k?lEBJ^E>sQ3xWXki|EqUaxCu@Vuey5zn0)x{ycY$& zG25J86qmE$%K=EMXu5q?fY>5CZ{)P|w5jBCQ4L7r=Nx2nV)txZJNHw73=-6>%|?g?YBd=hH=@^~Z>QaLY9OE0RsRL+aj(u=+K=j_MpgEftJ#m>JZa;g2c zkU$st5V?^t;OzX~MQ%3G-{yDvH0XBWNKV{hL@;*&Yy_;*L%cUy zX}pJv52u`WoNfNfOjd!|Ynpb8v;(0!Qb*Jn(m@GU3kX>@bNt^z-pktPnnG2ZA*|qY~>?Ol{4`m$ zxq0KCsyzUCqvc}Knwv(j?%_Lk1A00OvOz5|nPgjt;vLAVw@}mp?C2%a#vuC1G0>H9 z?vOx-Vny}?o$K(hU8@|I_gJ0ek@v^YN4K8$c1l=2yH8fILVwY`VUjsE*}LaBYmIFm zhD1K(h>bqq-O3#4_N&DU>N)aCGi51Sci^6I6s;po7p;@znP}})s%Y)(?V`1RKZw>A zFCn^@L~Ayle!mC#P(OL1&6ij`8(J}52c1+iq1CoWKpi$@q~|%9$gXpz z*M}F@Gcd;#+EeqbsUbm4G|iLjmQb9<=nb-{(r&DhS`_U`^O8RGU@ElX-Ves5DFNxV zZ*7&HfDxS9yR|(>4}FM%;1yP|(Zy`ZvV$D`1f;5V5Fd+09)t@Z?JCUDY^|x)2zqEv)zvEK>4Mm{!MXwXz>iv-L@>MoZSG}4@efhCC(wEAOYa4EYXVlyev5|J4m-XGY7vR6$w zaE1Q%ImoVcg-`f`>{`!2Snav6NT5qFBU{(g=~1z=b!mxE?I|JfH08h*qjQ*i;)*u| zJW?A8LM-+9T@v&NJ4C~t{zNi75n7W(6e z=0HxV(6s4`ys=-*8(x$&Z;Cw|O5ya_v6W^L9GdRF!FWw=jL~4wLcL#-$9F!`qj!bv zJH5-qrY~*f@L5VsRC~?^F)BD(*GnKh2Xi~D0WrvoNe7_M3_+y>qvg)u$vQw|u)HJ} zIVOB?HL5u>$k@X_-v-R|*^+fuut{t7+=7)tuP2<;djhn1#&#A(IjGjgyQCH67@wR$ zs0Gk+vQ{04VStr22v+C{F4Lx4gx!$`ZCkS6}FgCJGfTm%clRWZD#WK{EQWPC&JlurrKt7YS zN#)T$UPD?53{-D|Q-RZ2-v-!6VUq1aq6?FkXfc|0NbLZ1e7G9h!6$x%$#mWBqc8grR0Y>gZQJks$r9M*vJU1pLT zkFK_7n6iQSu-dd$`aCtLLGijvlbpL1<`B(=a*l5Kuvf+iL_j4U+mxB{_eaDjP3)k`eJGQ^g3*Y{|GU$u^ zUbwkhzju`$lA^f=zp*u>W1+H{lZ4e0o9o1LZE7v91!38^KzAf-msVJ|0<2~c1@R8g zv~W@9lC0wfCmRW*sij+5ZmXH4t8Tua7Oc>ak|Rsx82M0zn_z_%8m5+XsC9NFWP9Kd zt9+u3j+SFFyfyR^Sg3&Jot0U+(p*HJfC+-mCACCewziY%9morToOj?T(V4&)Tt!sg zSZ>5c7 zo-Zu34Qj3FP!z1l(bWQ)GbF3VW61OiFQpt5GV5EYpgm!_4Bm>`6OIeYNYfXTNwOdF ztP4t~QWuoY-oBvp@23SNV-!P4cws?-IHDcZAnz>zh1a)mc|98*f0wa%r^Ij)X~O!( z!craZ;ybSc+qw2u3`0R%Q?+6$Q~^3}+F_XT;4Wz}x=Mq53W5#Hnh=UjB0~&sdSnc0 zj+`}o|0r^VmeZa}h#Uh?gQ!p`Ir5OyE$MS12=rzeRbb*^&IeX9pKdqj##@e=536!f zb1bI$SCc?G?~LB4z?xGGYj@ARNJ-6=<{9X?v2#YU+T#DVO^O0^sE4(3;JNk)E69ON z7b)#YgO(#b%G4l-CNEG-aq8G~394KOvIAWUli>H!Iaw_Xmz55z((45cQY68L3WT2JcWu@CQRqX zTTy$$Q3#JTT?kK-ORJYhJDo(8z@4{U0{8FJ7wA);m)#fWi$v2GD1AA6_3z=~3p73) zPNpw#!I_@<0!`0+fyzYT3-rqvdA%>tN&A8?&?kh~dPf(~UqpM={RNMpi~id^iUg8islPx+ilb0h3qAdpaaMXp@=c)w zo#DRVP$J{L)476HB0cBRs7kb&b9Dbx?%-k#mdX9k?kQ3fZxBEnm35Hfli z(j^eODi+VIjx{J&we4aA5KDlq`dIS}DjyD`+w&1m)#85)J+|lYt-*9np z;W~hr6QMd)R-9djo)V@R`yXTwqhlr~3l-^*Om` zSNX_$ZHup!?^iMOwrN-QnD@$BzN3n}yTF!ElC`F2)#A4tcaNw|GDBC+smL6C&Y7Vl zv>XFOli7W?K14FjVh%j=Rd(=Mty~K9!Q>A>I-@mJWu?$Hgv*i@23twxzzVgdwrrep zgs5&VQw5MWmbtil9YS%7NDi67CI!$ll$`fkR(Wl_A0 zwPr7BR<5b9Mz%B5#9+A@(SUThOsj0c3J*p?J>*yz*9yf-Jt#wNC#|o;c=@2_Ku~QH0*VNzC&*1=##!ZH&%|m zJx>WI>3#6+`S2ZN8M<~X5m2lGo!H*|&QVHZ(wNm%BzcRAlxBRx&5s?wXL^|_;(Ou4 z##lr#jQJYu%5C!Lvbt&Vv08Tj4x_0q128MxK`(8QO$8f}kJabZr{)lh&`(M=q9p4W zyF0|KsJIADPm3Z6q^+7=T{dn!(vw9lL9)V$PQxvcki7RP9EyU5YZ;zW;}QG+%=>Hs zq^n+@zG*xb`hYZ6vO*Vr!5!MM@_wxzcw`s@6V>Jb`}FJ~fwUTF`yr)rj;1l$B?+{= z2q<*HUb^LnnxS?DsIp!vOn zW{Hd$7!Do8Id5s9BywcDQreJctS~sB4^aXu{eP{FS+NPJS4_@R`c$;>FSq(n?FrUq zlXqXbErEOXrMZS|n+a$wR8jL#)@bQylP(J`+RH&#OTs48dO6u!)Vx%Z);Ki(Eesnh zfS#VdqY=QbmGqfoZQdhfLZGFak1`?BdEn}_^iLw;*f?h9;AjC5PAwC$hTjI_z(5A_ zR9(~@sz=JTiea%YVgjf-HeDAn)v+nKGD39K@{ZjsE>#*k(QB0oOv^UbC8IYR~|j&@0(y8}#p z8lGuDG_qk_2EmG_vSklB(w8se8)`YyHzK!X0*Gw`8Y`*5P&+p?voVUMeX3v)laUO`5OkckOmZ6^n8#h=T zihm2WE=yzh?vT~eD&GMH3B#bm=52BF$oC}P&#gWWZTaM5uQeaB)NslX>j+`PdzKr^<6* z=FDD)$qJM$sFzi;LSOAPE)h9Ghp$$Qhk4LT8^dH}bMh%a=Aqi0j+O^@bvrt=a_G)& zqjj!B^UrIR^a*4b3b*&eERm{B^|HAg1W~O;ZEgln;R-BT&Cyp@SpBvRtsG*TZYD;K zbnczUJ{X$=Lt{#rBLg5cX}afFD__hm&B?e5c^+4Q<;ut}dybSmw5Jw1LWRYe9QG+& zr!+(_7<&NntvHI-noBwm71D5cHa$o~x@In}yrd#Va7WeVBJX7cHWF_jdo~RIJ!d}~ zsX5l(U^LNmbZB#fE$0@P`3yX;!74q!uv5;Z(XP1EDqwV47n+OLb8)Z(l}Z?bD!j-=_${V9|{O#)C=uy1^-k!G3;fkady;h6|!1FuLZ03qI8_Hl2L>(FTX zTt`LKs4n2}dpG%$#%39fjs2FpIgtV(>c%Y~_^8@C8vN<|-3fP0cNQg@PtsL=oi_ zaE&oUiFn!%`|1Ejj`pGg?wvRn(D5?Kh|ZLfJ;}xw-IE?57{l?fH*1U#19&|S_^Oo< zx=u*afaouc<3uNA^V1Vko&CG+&RDSd9>Sk8F6E|xN5WO>sizcgt@mJt$EFi=DRG`L zUu3*rYQQcv8a02P>aG?M(X0Hm2ZC*@{0&yET-5J95Dwg_av+2lRR2eQS=SR`L>0jE z-XkO}sULL1O;-(RdKtUlv#3A>f(aIjsPa&Xgv&#(pt?piotHh{zx9|0jwAZMtsNLj$d zz1_3Ml|Zo18g&9e%G#q-c0v*(I9(EW_|ns*J2*iY!K=Oq_jno~WhIYE1M9eu4`!+fmpNcA;Sq2WgkbNkwX+BUG{M| zbC!skZA#|k4~d|8w-R&3wYTepD!Vm*`Ch^Z3}SyUyyo%aYVri);5v>d3?Nrs`6f!| zDx~O%h>I={b}k9>k&Ug>nc$%@t@nz@5-!r05;v{yvqY~GZtw1Qn)&Yjk>!K))5>K%yz^56k}|2~yJuMQvi@#3FcvcoBgz%WU}8n08T1>+fmlhQ*QR?o}&m3;& zYW6csLBRz*S0Xe{y`Jh~a4YcY#_5FMS{&P_Ga=$3m-M$CiC&hx`EkccIEJQMHT<<| zwp%58&R0OuQOm!K1}h>^jrC=uxI z4nT7i5alIOtjw~7dXpZQzj07d`agC9}H z&fnp15{>x~^jyeSa|u)nJL2lAGslOnVj#CK)iuK>ALp6N^sxKVJG%HqW%s>o+es>o z2T|qmfI;&b-m>3#4JDuKZ^UqpE8qM*^L!0A<@x(B@83C_%1!0xc6|^ZoxjVsPgK;i z9LX!6x6aR#M?%4zzl&~>P7eF`U+=$PSrF-u&3F0ENWk`%dzlic9CPAaJM$~g;5Cby zI^jWz`Ofuq>VyX==GX2zi{De{2c*jnqC{SQdH>Of%s@V??s1I2$;LVxE z_|oQsRgz0*FTP>#-%Et8xvJlJzBjm1j%s8BoBX4kS2bn9WTD20Jd101>B5_F6xYZ5 z)M7~uX;p;z<0y`6Tt-Wk=Vc38hW5J`$Td+K+{b5$9Lu$kb%}ux*2S46Mz%k$=n`e4 zBsy1*l*jx|?rikxLoVzykH0mr;t0@8Q3~ugE^AR_p4UN^d?v^Y8__FORc)}XC$lO@ z!+7R*mWaJsc;?**A3O#0jvuPkUBqjsuIg6f*VJ0oLn?C1TIkIo zW!Wl&LFFuwM@54S?Mx^fJC$@vkc~Uxb5w$?Bw}3YA(4+?MC+G+X!3Ij=C=|$27S8p zysRN&bv-)};;}w~#4oyjw9z#lQs{n&o}#2U)ksH*+a41_V07i!Pf&qj#<3yeAk%|i;M3$ zb_FXV-fOa86{?bWO2OKLRgm@XQc1hyZvp-=ogcRCT(S~t1O|i9VhnWD(|RB)kDC33}`)d-T1q|v_WstAtsB42%1 zCEMfn4kj}e6&3>THLwr|Hx^UIDr+&XMU^N_>YDVpcrFraFS;s1^rqmgssg{Yq~~YA zLvC=l8Ne`>Fycxeo9>l0 z?FMZZ5xf+z68q!vA)PhSB|Ym8M7}3i2LJ05=oS#ZujrkgmblpRyh?0Fb14YTR+L%BdijUYXXB##r@Uz6M6RzvVO0(CEo#oTI zF>{&g#uV>dH|FoRbtB7C+55Na25#$Ms1?gUlc+ItnpOL6{|J^Dn)m;IdLF9p2(iR zdna~(YE9MS@kJ|xmh~zh>|&e|YM^vR&COX7vb>C^I7$?rt0b>w_ng_+YeIu{A?O7B zPV+NiEe|4hW!*4ZRp4>Y7vaP@dy%)DCAI)zl{cGOZ|%xJ6H~n-{sSXJ7NDm6*bTA;SHYEa-<%YLDL8~FvWYu`q>;6nwT9)?_oSGP-h!GTH&?N@P9o+-?P?m1c`4}<| zOS(SNAJ)5cN=lX}LCi|-G_)wNExE3{3wB0m4NXzF{ClbA11KiF8;rq*C^_@$U5_k$ zkD__JSz{43QJ=l`P|wnv=SMZpf%0%AS5?VgoZC86#*X)NyvR5nYF1lD9uBsuhg{S% zaYytdiox!u$nSr z@}zKTuP=K2DDh0VEBu-ELE*0~9~J&Pm#y&M;wgpy{{5!#OKSue|JL4bwLG$Kd%u)0 zSg^nTUSO;qRLSq(f0>3p?rHAGKP>q+7L?<6(Mw@097j0~7uir${t;)r23;{+X2nNc zGmp66B=JWA$CM*3=}b_&yxDhfj>rmz+?KJ@#CS+TQxniVsbIV-;Ogf4#HUVWDC z4=2gx2lmnLGCkNwWn=QwU-OH7v_L5+>)Q{Lem?Um_R(jeVjsOF9_*vPRgfQLAARQi z$UgcpOPmF+dT z%g^u$4GZu6^E-DFML$S|zvd=TI&Zg++@4s{uT$DD*|BPPp|0}t>T+Duoxd0OIJzna z7Q~vm$}eA>OCvVg>-S&pzu&LbpJ8#|`S6`;rPf*TnPIA>Td#k;wZ7$0N~t`Kre2x8 z>ZI~GnflTpN7-8=eJ@zwpIyUgqkLS*`p?N1yfkO-*U#-|_A?>W_4A+JKbMkmbeU!2 zYVnTuDXCI?Z?}z5yv+v%YdCG4wJn%vAs)Z=6Bayt z;bqT<;P6#iFrw@dqxFP^K#UD*s6|r|&{qvWAnq~OoCd7q6id;y6~2RJ*48rt$5ofe zZt`{WeTQ)xFRDVpq9~8?;?RKMRbL+Cwtk1VCC`N;qw-TMnho`qE}I(^qZQmo}S{{ci(Ti_*e(?%DDTsjXW-bEhSH)uogox9RZ&;Y^Cp>lcupphhgA*iTT)JaXtpO&)I& zUla;A$Ps+uUYEyNP1LG_@dOR0G^4hRm$YmJPMCC3BS4H%Tfy-&tNswVaS46)V(cw% zrPMi!RDJKeY!RWExz`p(aEhYkfNPaYu6@oOHA4=79<|W`wbF?4e1aOhO063pxGP*1WHi9%TkPWe^!GZ7M!lL8c6(n z-kJy(oJ*tHh`^JKaSqtrxZs_z9%F)1>)t5%tumCi2TatOuXwRqFxcp`njWx~S6nO& zSR7=RN=WoxgYC?KP5pMlj^A&3ZzY*}Z|C@+_hu$b?@h^mxt4v?do4--)^Ck5nd5Hf zUdC92oXD+029^6-GjR}UX@jPcVmsm7SytnFmQVIeS<6h9)hO4Ux~(t>I7F=+g+T}< zOJ6feW0w?R^*CWLS&HH_VVx+hLBWXACmm+NVjsj&3MMTc_w5D@RTaCgEz5E&-C@C` zqbg5GPnhINxZ4`AF8V0%4!q46V+=F|I$>cbd}j$6xOIo=@Pu*k!ix+87VCIR zsbJDgvcc*Wj0hS$bv$9k$5QurzF=Y7e6j_I7g!~TLbax9Ao6b3!wq98zN!XHbZQ(d z8VBq}M%_#pd{#1_6%4~u1hrrU85KRFU|GyyQ7#rt%+A>KED=?~^BiZvriMIW$L}}I zxspuHxpREboHLW9Ij3a5T+6;`PRO=>`A&0|!N=QX?q&QX-+A0K3z2O}Df^f#V5ce& zHX-LGt7hKkuj$%wh-pi%^|S1eWQ%o{h5w?9c?%#Nh3)-j zAmmZeu#kvIVZy{zD{NCvSQ2Zyr)UYuNdOU+6s*g>_u08$YpXJ#v1wQv!BK)$TX!-~ zcGLIo#qmZ!71tX|E*Vk;+0etBeZuf4fxX*;$zB=HZw154opZ#y@VvSm`^OWO9ggN^ zZ6m1tWAZE&*YUhj<1G4(Fv``EqE*?vBrQDm6WCpb6f&HFlb91GdsK*r3|OR3;Pg6R z^1b4$6uy2&4;5EM>F+jd6-NO3+N|29Dm!7v?>7~Dn$Wt znuK`Os!?{JeehH&pp*`+gIVKn$O*bvxst2JWwS<6#5{r2K)MX3=M8M=kgaSWqmMxW zX<{F;$XK|u_psnkc7@V~x|484;q;gkq%D?wO8S8pW9tSAF!YeQYqV;FsT&7J1tfN=e+=+h<5ET^@JzUBsg-7Hsh#DM zmYTUtEj7hEwbcCms- zG+;e(Y84fXqpYrK+m8)o@hVSgwibhqm!Iw5=zzyJaULYYMyC11LifT@PpH?3+ZH_TvGT0%kV?U79sk-l#-95eE^Z zZ{|!S9NmbHr+{Lbjyq2S7~$i7ra!E+FlZz#AS+|Nd^7T$$zHFVZOmIQ7Rc)KI7S}N z#&k}AT_fKjJ|_w|x#}$7R(}WZOt|aCnf5_1t}Gw*;yahE7vJJ3z4-q9rWYg6YW#P4 zvBIXpdi&14&(}SXqINN19274zj1udvWo;7kV8B$xHSXa!B3Z@d@_c3GXgC(kf%BZL z;&5jH;fEK?T?3(yg7Vw~io$rAZzm9LX~OAQKq4{ntW*KB7)!EOFo6U+ZtenvWwmx2 zNW2Cj|0-bPW|xB{1Be-tsvZsWTTi(hz8}%bCR`QUO0yN)&hkmI&0MBpo8p~{ZT@~! zYzhDRZ{PPrXCLwDd1qgWO{{%hysu&g4bFPB(_wXMQNen^;`0{Fk~Bi0elMgm-qFav3!e2nYfj1%wQr8!ihdLn>RMi>Q3OV%eI& z3Po&78Yrs|FEmVGg8;Z)YHYllDRzz0qc21H1QH28mUB4zQ}e-czJV(N-jbk8g#V=Q z4#N;dGz~$P^f(2SDL(QRF!6w_UVsS-gJJ_Sp{0xNZrJUJ)M*06Y>&0-?q)CFdp5fp z!4Fz`Z?(w2AUS>v=iIMVUX8b23{b3983g=Pcf3gzx5g)M&&0g6m^8}s= zS6#Z&Y+bsueA1;em#Isqc&9F%zu$DJY=1e4-nulxvyhelf&9j2_|86M+dZ(#;aVg0 zx`a4$e30Qo5A7_UdT8b{duYmV_RyB??QZt1bYdawEO2&~>_7N3Ub9~u8p&58cg11l zL)!6s#?k%p`#XQf7bxfb`>*%kZ_a{4t~Eq6V<7TR3~|=1a=Zr7Xw=g!&&YBNBDrK| z9C_@va{XtH$jU3A+$d%a;?XT<@pBM=NV>SQw1#OLK3ElGpB%h1`%C-)2QMc#yBIIv z7nL5#wKORwDVW%kr3ZJw%7nE+uM!ok71=PA6SivW>`xf31J-363HffoJO)52x;pR2 z)0b|EDcZk@s8s`H2#I23)|fc)E?ol?!A05D8Ndu>lDhy2)e`F2#w{wx-Tu<09)E~z z_o?r)lPX1zJcmdTQc(lQ3-H)lQ9%5R!ZC`xiCjQwh<|q80_NPtn=Y%y%$tk;5OpS0 z*=DD#Cq{sdkMK?YMXmdHxG-@P}V$XVjiN!nu z{~C>#Z*_QttHy67c9wW1%w_zl9?oUpnnmfixb@r2^;N&ct>312zub$T%lMbHE(%T* z$+yajP*QGX-^xqOH&&Ke3|?ww^_*;nA{;R%tjXlX%Vom?G68WL9Ko;l{O7@FeCWHx zrGsum<5AtM4UG`fF`C`gIZnAFVz`S^Dk-o(We)xYBGzxU+mxgfo|^2&Z_bBAmZp6k#AVU~k_lLatzC@tN6Y z43YQErA}6f0#8Za@w#_jpUt&`*QA(-H>@{kG-LQ8b6>hxJ@p`m7flK?CL6jsy|2fUyvFRf~#s7qC?=Q43)vyVpQmURepP8cWX+ zu6+e0_$LdKRb#JiydzLRuKeHxFlvm%o8`9U1j_fq{du-(#9NT?SsF+r*KYSJr#Ptb z4Lr4!D)CIXX{nuNYNal|jRYLq#X z@IhC=id)5_4GJj6m5WV{5(b-Wwl0nDd@4$mycJs_YGG19$P-0QXNdx#Jznoh6tP#z zRTSc+e-tHGT;MLE5a_&kTa?OaNY!%`qO}hHl2v2JU<^S6rk5Js=_JWsS4-sH&qDPzkGe)sKUbYE!L%X_GNk12D92OCg6Xwj!>Gw;3qm^yhdox z+GXz4_}pqj%aj$)JN(;1Ie>fr=K0d%1&BVtk;fQi+sUcA6meQ{*D)5C4fn> zflX{u4v$r@$@aYvolKPoTUv46n%$yHWd-VbuE~}{G-5F4nk?Ius8LFk2)QyLY*mTK zBELQKLnA22)|Iki`Kaeo4+e8Sq}l48U;I$>hl zmWrml*XHs1g;eFlc_I?wVQB$nmgZP=g^-jDKYj}+I=w<&qkynJRutO3g`!Di(my2H znlj3!H#xJ$>WN-=5w&t^^`Ub*mb!}yh&xf?G|vFSx86CMQ$XH5Wd9sRS#H|CqzIk! zc-=XH$n?QK+8AB0`(}V>5VAeeZG_9HjrHf=tD^E`r`|6$mX>mA?htj?C}!Z`(@?+> z89HRMa~eMM>C&s+R~}+nK%(dkkI@BOdJlfYrW+sQh@E9NJ`%eEF9!{Tm#LZ`>DFQ= z@JzU>x0PnAx1HsadYidS^)|&j)!Y32rrwA_BzvFlY{*E^leDrgJ(WdTmi$=^YGNPI z)||&P=@W({?U?vqVC(Ez))-up6s!{+o3{b?+N4{YtXEaxM7`y~o@dl2rV!!IoCZcd zj1bHkMT@zZx&}(`C6~MjlzBQ_;}&qKuR(tnb&0qHrFM4pZi6iPjqt+?NaS|j+!~?; z?f_%ZV;f)`5$nXNF{GYL@w!H_D!Fj7Yb?a4aJst#kyzcM@n?-ffB3}CuM-tJ|8EoI$JzPA<23gpJO77_ zNlXW^05&`S59WQh{Tp`vFUR4Eo&OPp{1ZF>|IN+no>a0JI@yrdN8S<6Ew|s8mq&cW z4_rZN88`osArfC3+Rs-&^-JF0REC|m;SnESd3pc(x5?{%EK^FAcmd^8t#vF5^_ll~ zOo40e|2(sgv7SB0Jb?0Yb=~h&@+*+>N*>ZY<_ND|Wgox$mbgY@7;%LY>v$M>%l`US zf4Qf=Cd`jl@;8;~FRxV5i+BQVnclKy*+t-XvwnZ)FS6IY2kTP_5H%rR$j3;N6_Y-SN8g?hx}Xf4kfZ9 zhKM|<^hdlII0lGHJoT2&`}C1dE|XBJeS;; zg{SO=XLa50RPyV5VI>b~>SHVkvr`{NgzOz$YT=8PzvO?cJUaC?V}3&|hg5@G+B>h7 z9@%O0#_XSr?2o0VuBB(DzPeU^M}?2Gh&Rf&d8$ToA({veLk<`bUSMuoumC+oeXR?Z zytpExgyg=1wC=&P4`&^6Gv-tc_-0({*LjPzLJcvh}}yy14w@jq%zt-`OYf!WQI zhdU5$MtIM&&miKroez(v0X!tD7vHZg#$5+OqYMb6w(FoAI#0(3nNaZnmwW?zIkAlkD}7JF9- z4xoTxMEx!%5GL!EofbvxA=k229T5`>B2=ryT!?{w5k+jM7@RH2KHoWjXTtK^d+PHN z#*3SW;lf)sKQ-yp)DE7-y0R}lir+eCqq7*9_%Uq-FXp6sBrjO!QBXQytF{JTNzk?N zVH2g*sLf+6MW*_J^Wz|o+nsxTo|~$1ba(=J)K}99+%<}UFRSeZh^vr$G~ui|WqF&+nVAWV9LwTfcAQZi^ zn>7xOb? z{>+aH-FvSDyvJ|7B41%FA9@8psM@0*Kmz*6bc$w;qBy*B`YVI9K1VfWc8xOCI!w?C z$N;r+&fbS2W?2uq#whzc*<_hDayQD$Tn!WxK=h_FYb077f&CPaBirKa8gWH|XZoB{ zF%tytqMKrd0->EVFRtx3FQ$P3N+H}IWe8mxR!Eg`W(s3U=?%)pCSZf*mFR+JM3iV%cN_sSx3sK7f z^?V7{nI%TCdN_qpz$iKt_c#lf(3dP|rzjahu&#U3^MoCjajQfkiH(P7C$MC0?W)z8 z^hy6Rc1yp?X0@}OI1`}gXszn1nry`2qBLY=PveH!c>seO??BH1e*k+8Fuy3E=t8)V zOrY3U~nzo62#Q*&wg4~cp*l}mf`sHp^Wp+ z>$$*@Q+3Il3-XDF*R%E$=o{hk&d-0V;=pV0oKzcdyOiyg{&aA28$q}%Q4$PwkMwP9 zM^St+m_VLL^e0d$_p`(^;i}vlK87)Vr`(B{!5;3NeJOFGg`#@q?^B6Kh*jz?9=Gti zY@9kQI1Q_W0!$`MwuPMwr4!Z?=l9-%LAMZjQhLB(P_0k~7&unjQ1b;SpC-&;CNMzU z$j5Ya7j9k-T6tAs?8H0_W{HFXgIrgYC~IYbOG}lQc+22z8D-zvZbK*f7S(DF0&l>G z0;5HtI3gmb5*wW0KAR;HA7h-k9VJRP!(V<&5D9bE{TRGVyX51eD*0w|-Ktn@x%%km zt=u6<%gvH85RI)p3f`(ZK{wiMV8!X6>oySMGCSQ}@~O#eZf19d!HLuKXTZab&Na0K ztUUY-Rg2PObJtweCCZS>CO?`b!kOtp(Is|VIs8S&-W{Y=R*BG#%R;1qICuC~ZJ_*~ ziTbL5aRh-eyA!8eF8MT&M?LwWH%{QvuP5+KxG7$J=>1l_?=$bIc%{nX!#+EoikH(( z*$b}Uf0)n}O*7}OGsQR7Q zy)meAWLF49h6arI*JwbMKmbekZ1OCM>r|+(6e6bAs;?08Yn65Og6K8pCt~a6SEN&& zfZNlhLp*O5`!iuyPLSjtE_GB6dRo&6+0Z18K@PrLh(yC35E8f$D zb5RHml54zl$p`_FFJ1B?TS&pW|zlpJy48PoqUk?a>M7sSvBc|c} z{WzErB|PlennQl~>Lt7T-}|85n)&|neyN9&<9*dT-~7EmaUxA$zyI?7J(jU2IP;4p z5&KN%m+whttj^!Kh>J!2F6$4ij;bJhH{^468X>EP=$NDtvPih0dQOCVesIxhMCAQu zyVQ{@55b#8Z~-g3MU8-PhLCIuAzRCm;{}03ZHyO0$N0YV`7nsN!%+zlKgCN?V$cQx zt7`-imqXHBLX53SP(Ouesfy9@K>TVXsHwN!QqHe+W^9ft(>&`|8RqAFo!;vUu(PPo zIqc7Q=KA_Mhy6Jp9dj1HKj$BiF7GU2X=6iua+Z+nNh~&~U}yH%@9Agw=m?;_e*e?^ zcX)C5yk_xYFV#7CiJ&eJvnf~=8M#U|U_2I=ZG(ahcBSqtm={Z&80-qiZ757;CeXvk zffhP}gCXG2fD;(fI84*PP#}ZyCNOp}yl0usi!4ApZ2VLlg4_5eyh#=L+5>ayB3Fp5PDZHxs>4))E9sEI&M&K6a6g(-PG z-(XY{HEm9~5r)3IOB?%eUN$E{#7!<{r+}hg3PisqklXTp5fxfmta}rf@svo9DK`_A z7CTEk6PClnO+OqC5BDre!R4*sX0ERaE^h@l#rx%6{Brerrj=}wcctPYw#qsHJO#41h!ZbRS-tvnkKX{F!l zDd!F|vIfe)V$PbP;L{(A9>4%);!ucR25{Hd#k8#A}*s?U*G5^sFh*oo7rdcF^C~9Sj7ZFrfl8B`!>4!fN_jT7~HS0GGRn&A~fv@ z>orBsiQm08F@!k6aSAui%4KF)^@(nh1+;e!zXzFc0q< z?-8sL6QpDzXke19O83od18*F8YNUX0Qs6LY)hLCA_(D?t^ zYO_;@GvTV{R+_Emb{133%`B#xo3fp1ZvK8#b0eH{{B{FL9CVI)-`QusgeJHyhA9neJJ@)OJj;+RTQNsxAGt89*gF<^*P7P0wtfhvV zA$u(~5y;_gJ*$!RyElxNFV(E|T@1#~K3d`60*yEmSwL8M!z2BncDXajUxDGFBxNN? z+y@*jkWVaxRCNLT<#jn* zHHuo!o>zHi)8OQN~*S*3= zo@5C)Ms^#@+?()HTeSg_J<$NVMA71n2Uk`bFotU>8p!2$EhlibK~|~^nS=ro8cFsZ z=d@lm!bh54_Y?<^dlN!OTQx2vdjijdtM*-Kw)WjwKJ9^LE>i(d@lFLif4?bUA`ytS z^o;^0=+x+;clK8mqUi#hMP>g!RT&-uRp*y)9lB1H-;1>h|B(WC9%NMRUL}ivIFuN?&hEYEY4`MNBM;F?iEuOXj3)AXcib;OusE9a z2@^vRlU>1jETziU-GF(*^>M#{;tnb}NRA5kj-@NMFE+{tC_nj=(@skAs-0p11QRkhpTZgH~-=ZuV!1XTn;SZt|!d1DTKDzz!71Dxvzn;4KG9+w1BeC6QNiG6M>OaFo9we zHqK=gu!vIe`**18!d?psd*Bom46Y?nK3`#Otu4*P;T?9u+8{FaR&CvvDzj0+ItG91R&7`l z?vebk-|+b?sywm4L|3(9$>A{EY6yK!eloeb*}|p zYvsqFA2o*YH3i*9Ot|qz(gJdF=&;&PAV-YJpVMiJ3dU}p zGy=(3HA2TR{C-Yg^gJ-|=QwT^MBIqMRd)hkY}j^QI?82 zfoH;1cdayAckL{nY`dAuR9{oPQ+>_fZ|X}XlGw3YeGSI6sl4**sq4(VOgH&5h|r;a z_p&!+=;rV5mOQ8$XRU4!Z}}zind5`R^ylJ$yJz^+n=_Z$n^S_bH@9T3qss4P+cCGX z>`-|h4=S6^t_~{O&m!{c4D6lf)j;{ZNSm?N78Z5cCae)h>XAHQVylU9=nq()FfW7B z$GPal%>-FAMi{iSK>1w+N!=0zHdR>_bpr_GJ;HxjK(47A`_NOA2yORM##v≪879 zFD3Q`%!L>=T?1vYfd|_5^cFuxboMP{>)gF~B75 zQZs>~-&;t!yNM3yhY4~Q6(^z$=eYuAC*!21%&t+^g(54X2DaKAH{1pgm!6z2y^1|M zXuAzjW!s;SRs*?0#;w(=QKlQFv<3z?ajI8$jVa0Asp)YPdl=eAa~$RGNlZBXJv|sm zj}p&>z1Upz%emNGvnci0w|bnpzN*K*)#DWJmwWMhv3aE7j2S<_ah2@jfd%`ZclK8m z?dQbnN#@i1eQH8S+)J-;kJc#v`a4l_#NIPfT^aY9GOANj?a_Tw8r^7m3a z_u6NEF$W1qpc}?Jo0^htnHM9!6W3ZH#5`)_Wb8x~!U?1Y;yti?`piLq0R%#hHG*f3 z4+HpNdhIM<_hFB@HM5v=>q~2O*?Z~zEZQGVdRUva_uEXHFh0l>|LL#oMHt@)Eo^c> zPM7=0t9g4LiJG_fl6dm={zgH5n78+l_cL$rr;O`kCv?qk%KUEqXXf7Y@LJT&y^p%S zWA2p=-Q&3etU~?aX3nJ+kwt!E-Vs`1Uup*enB`|=7uI3O>|VUDx4gfp3_I_ejd$eb zDEx1e*Zp874$=GPS{HNg&O4ZUuelX-@5r^7duP}EP9?u+yH@g$raZ?=AH;WqwOFhg^YYxW%;(+`ZTAi@TT9#ohZ(eRXbuyLViaEfj~b?^8iZ zE_`jND_DVS@>v<~<$iFwUz2a#z4weOMJ%Z@cubyxdpc3AtJxkOT;sWw z!g0A-`=h`??-arY;!aa^Pe^;9!!rdHjVfyt^m`LH6EaqR?Uw}NZVvX1qbl}5evtOu z8^;C7VAMQ;+YyDoyOXQpkT1i)p2ZE4PNPQLDninYm*QIa z()gJWAP1ri`0^<^Y}vJFe10<@W43 z75KmiHgs*{QDR!zm#TAFR##lbh;U93q*xKXZXTU@ga+0B7JwQa*513y{ zWYC0Q030~)ItM$RX1ln7B~cb7JF2w@++dG=aw?=bdoEfh&Tb=d4&?GTR@mrh|HUXvj|V zQY|Ay_r2RPiavuJTz_0VNos?P)&RoFDhk3Ydv5+s#jFYp)Y{CfwATG_dgo=AqWYpt<;})_9h~9$;o)Y7NT> zkKkDhF|*_9ztS8x^%^E0V1iTS3v4y1mIT9~g7H9dxPIPi^HfHh=o2@d+&cVT@Abi^ z6JE4i2au4MFCMFVjj{spu1^C+8>ZO1S!0H@_|gAQ`%gXtXV%CW7q1NzP}aUdsAmD8 zh<1<8+iI<})bgeAu>1GH!gOr|Z`@oDPL&wOsuYSUkvDOiI$JVwnC*y9tbl<7j+9MN zq8Lz|Au6D(=kohG^1H^wOWxFU8xno;5cO$la(%B8pd}iv(5DQz=*x^Yg_n;j@#Ied z3om%HIp1*wl&?#V98WYv7<1anKBx7ZFa6x5BTKXUxi_APXi*9HP=~9)y~YUXJx?zc z5bvuT&-wmTw4!&S?p3j}JW*858VRyDJTXq7SewzS&e=7}cD42H)c}izj$u%3oF&TA z;s;feAxd#lVhy^)%`FAw(){%$=O~=n-e8u5;>0p_A zya+mBl1aYAe!x~+E6j%Y`yVj*2E*W)yVo|BgQ8)5JXAJeUKHA}2o`Q>bao@zsRBK( zjU6N;Mv0LS3eWD^7OX5uKIszE;4(O6+=`deO_-n+utdh@?8=9sO4D7?z&`k~A8p{( zc6D1DI!G<`*zp7wZ&s_uAod9lp*0Y?iR#Q=!$Yg&%On%Ss}t$P>YPEaA4^u<&+O~`QC2_) zt-&nDr^zNhl5_1t(@fafN)vRfs^1H~S2)?9zl)U|pTAFIQ|zMT+EM+2H7Rb`h6k)+ zG&6X2sX6NupjTpeS46_*Re`c3^PDxACB__i5Tbz*7r|tcJp z*6}c?8YuhalFQjEyT%e_Lgbft|GvyE zG05@UpT)D+N$VW6;(Ep>e84I$|4@}o7!JVgp@krkD!Mu%4#r{Pe*x|k{!F8FS4jF+sn;UibuZ%Ee)p)i~M9i%H_N zD56L+(W+I6g-g!RO;LCegR`rgnalTN8?%)`v-U0#n3~@tl28tI!j8CR|l0k50r; z|3-xtf}voYyt6NZEn`@@U5xBnL|<=J8PZ@gK47x#l~fuxvqpq`qr`$FXLna8-W+P?rwaYd7y3r`(TsM zlN62@0tVW^#;Jw=KB4aKBZS8t$fM)Zo1RkAKo0M!HBO?8Woh<$I3Nx$_9D|^CZ+!u_v;n^!#m$h~ruH9k7_G0sQ z2=C#X#+^(j zTRIGCml7*yi)_Ho5+RRIt{$J)?gz1cLb%Mw&|q?_-t0h}3BvPZSqlV&?BN9N(_2x= zgfqMVtC$qk9P5aIT8q{#EV{X-q)TLHP2)M6yNMoSz5qOt>x(>iMe* z;x+92cPR4piuV1wwh&cukn_ENpZRN&oq^Z+`ygFV`DF!@ZEIKgWyjaYtUdDg5imBY z{IVe(kK)e!gA8IEKpg;XpTf8qKM}H$$8j@rB9bRIe9#CSmW#kwy zQgM@rZ<0cER7DLM(V@zH7PZtFn%e838?Q`90E`pCQs%QBBz#GVzl?SWgYrfX2M&g3>VMfxrCw@e|9eAG1ebPa) zT73%HbjyAV*(CWgS1?clyz>od_`BS?7BGKymGBhb@XRm6I7*{llEDG}0XpzorLo=V{WZr+UpcqS~P^QLJI zC)RtG(?>d{2O-Bh*H=}U9)uik@qW1%zkH;hX}shTYy3Ms7-2^VEBn%SVkdaM`&o<_ zM=r0ik`E@mm^{A1rU*d4IE^qn-WJW8Fgieq#-VQK5NkVRX2h4U`q$Z(38w|bJr zqCqot0t4ZVeK2cGT>sx{Ok7@ls8QBwwgDQ*6=C)M0gQ1zQYXF2&LsIujSW7AaER*n z7wQIu(*w8?+RI=+OAKBX3SO@pjptRYn4?-0(PwOl&Bl+1lc`^7Oa%N%c8!@g97#_M zU?n?m)>uWQ4@>FCtPAnbW)OHBRCDGhvp9JAUxa8V6ZHMcsK_Vk8E! z$f-(%U9va$EbqO-!_ihQA14PYzQ6{3?-emcTN`G_3CzT=tIe!&)8-t&GvTTbSDLL5 zcb2b)<3k(HET%S`vYpy+{(jYlc+#Zrv>}(ygQ4M_eKtQw&tdT{1|qjN$1++E)1zhu zE6|d{AoT@Smz7te{L!$^s|Re;du;?!MGYyOSaF?bD<+V0wH_}(QA~u-*g)Asw)Y#I zVUwZq##iek_65WT41&JsJ<4c+MyJ2YgqS|c4e`HSOA{|XE!Ol}2?ArpO5 zf`6oM9WHyH(47ek9WAaKPc)4_2=NS2#bAx;GD(QKmP;^a7v~W%#IAv|K@eHb&e^~c zxm3M~%Dw#H12#nE?A9f(#)*ePuGC9+;~v!17r900IL$Uaz%pt3iS;ZE z*?Q8m6F;Uh=#`JEV7jaM`4x|kaj!Gb+ThEiN|Z0I`=Yg%NFYl|_Qw|#FIxWqo(XrY zKhr*F{gvgD89Z~@ivKO1QvC1VZ;D@Z3gKhEGlK&PtFG*`Ys3tapC7-^1tBqO{VqNP z*?(@>2%OZ=)7ZYzh@c9bdMkN$(gKGN(29bUQ zVK8cpL;)Q{R|hc42jWsUYZPS`17t}jFppcEVAfbHFkZnSG(^RU7XveBcn zWv?e+UM;FbG1CHcbCxIpo;Rpy6p&nF>w0fI{GRwLX<*_wI+~4Vy&o5Y3YaU@p5{1- zYLIUDrMcp}p5ZE|YR0G)Y zFMXu%C4f7XaDEb7ugYT8N7Rf1$l6fGiPXJ~@w7<}x+<2ypez{;GmQl-kF6-28o>p2*05`Td>0Hx31(%8#2|icG!( zFg(|J?4l4Tq{43TMEK4N?xGRdjTp`v!G}1`LllCSwytP|Ok1&foJN%P=9fPaVw(Cv zu74t=<`*gZiI82&h;*nB9e=Z&Rf4GC?BjEk-ZN-V(mC3qCUNbLYpR?%KFpL4lXz$O zWR=WZ<~;t=6T0|)`TSYBKb-uNHZ$nAnKm=1%og|4U;B$0)GNBr|3wY@9oy%kO#jim z@3z0r$HnO0nH_;pUWYG#J7Q43`DSJ7$Mf&}Am8*vU#R^z<{eQsH;E{Lg4uFD7$N)M zx+`y1$xGhfREC}RP4+qR*6_E=>wYX#z^y^7w@?7W9^V(}G@7UlZoXEBTws^p{uaA_bi?y=Bd%XZa@f@9+F2 z1V?<1Gk*~SjdO*%knHYnkAx<%^0_N|zl@1l!AxLX@G-*M2Gb(#kl^=&fPmq*T zLX~iR1Lq%9>?>m+$Zsir4e*&`J%YO?enh?0R45NM<#A@Jrt108yo0*?xlqc!t31`; zp?WTPe^VKD-n%;a@6D@J&pp$jdakvas^^wltDcay>RDa)JC*!0vsUtuW^*2kUB-Q$ z`}CRLvTxOMNqtS2AFt$ZD$`$HsZ;eVnclKa)w6zo=bx(Q%s(~9`u*4Y?|0R6D`5Wq zRz0U6Q}vwrr|LQLFAZ}_s1mNKCp@UDSH>@@=ayrso@?Sq)F1u_8OklypZ+Qa^2<>6 z|I1MRt%mY%$oN0mM2_3ehy_p0r~BWrPW@=!v6p-jZ@~8Td<1^1QseeL=0 z&8ya_d!}QZy4Gs0Q@7lDor-0zQ>*KKr;=ZO{VRD$^N52`a7(ED)0%M0zSpTs>TAOM zcqM;Rnf~%ho$J(+=`HJAr`GT9{BxZ;^Uq~w{r>Cy_xn0^D`5WqUZ+k$<~nuepX=0_ ze=SF+geu{>PQ}MgYGwSgPTg{>b?Tb<5%oW4o#F~x)+ztf|M{=~{vUt-x%!`f|4;w+ zFaP-aU;p^W|N8rX|Kq>^tERj9^_)KMzH`sL zO&AFc^8XK5WtU8>*+@K~^`zz$w3YHl!YNR~)_f^ah{4lrHb^L6P-)B{P{E|ws?>JT zFW2e4`zqqh3n>&{;}C7;~UWL>!{=F;N$C=;cMkBHkbeXb%N(@$?xN+ zrN_tDe8=Z*phlqQ>-eB$=kq9Yr~BjbW5n<4>fp^zK%kq`c%sMe^ZC+E!1wv+Xy~C zGr2uq3;F`yubYAbJ`-P`M;i*jo|ngi6QrGw`_Gy0ue0%9KP|}bdz*P$2K~ASL9!d} z>6Dlf@OyuIKAOqp|N0mQbn~Ug?tDHDgaP?|?hf91zD8OE=sXHJ4sUKhQ=bS0yq~6O z{5-yHY6!Q#o~Ocqes32~GUP9W6NduVK4V4RLiB{)Umtv5-M;i~iyR!|3WUBMUlTPe zu>dIR?X01ar(A)L$4fWh2!l2I=k?3?Z`*zxzFG|)Zw4R0uLrvx@8|cjuU{-4 zZ~h;TCkg_7Z!b`vgSojYvfKPtsj{=i)&zEh4PG|gZ=Xfxw}7BWhHp?m6k@-sy}ifc zd`xa&3XVDmKi^lLcAj{Nlgx7P=&3=@&0Q0J|<}MtS<&> zN0=82@B7(kdi|LHQrcIN9n^v}E&-`&(Eavsva>Aj{+8Ey!`QKRDROgH)AM-`v%WQA zr%^@S=|e_8f#+A9-s!_hpZX>j|^P7kaxu1`z0@=53VM!}AJr{2oTN@+5(SI8~AD;u?}jWJ3#~_S-}m|R4vE8sv)C`jGV2Ax{%a)tK*UMYaBX9RFNWZ7M5s0spxi@?@{~ZAV$LE(3B*N~O`<5Nw zH&g_f&!wq_7Np%d-EX?yzi1rZQJ8gQwA&Gmkk)*&eJ48a{*ky-KD2M4q^HJHU{~h73Rffl0a2ke*6U!#`hHLJ>23BYyLY`i}3nhM#Mnk1r=KX(cU4 zcT8%&>v!%Qc?2HspBvwo@;GdXy`e#p<-G30`~2n>3tUuX&F7PyzVFNRM;NgCWAkx3 zib?+?moaN+t>$yY@5OG%@9XU2#O=7^%j@&ChYkPzuA}A?u(;pzs{dH=HS#$p>;SVy zp)pVR_l7?OFHh&>{Q65E6w5lg=zY%nVIceQ^=10~=hr{%E!3}v9E)rTY`&WjrvkP$ zQdOYRpUDUH*rD#T-umh@Ea95i_-8Ed=>mMP=T z?TX&zZPoChXtLKg;|t4DxCIWH0cI8S5!l$RD416&(@pPlAr>l@Q}9-}Hf&>|Lbf)N z80nAy!2ABzraGNh>?rZ+Oum2CoB%bb{1orr1~hu~sg`!_j76oEbTWVA?J#(rL_1Nf zXK#Dh8Ock{N+dcu6p-(~E#>ixX~@xg1wqzU-XmXlKKzm1D`+6rTL>CT&0=DK9Lj}- z&bs{NmFQFDV(vMCN&8_)s8YkC#wRoGWKgs_i{t0aRi9yO5TeTH2-VhPFqW|jhX&rF zM63M5qTPW0_>kT%SKe}RYiim}Y3i#*Pq?IB$}TY(+|`&ci)ofr>;qgNdD;D4cI!0- zi5=-(FSq8&a0(Z!1fw?_G!eWlr?TT#ny8CK?d5;>%a^X93~mHrx+@^`lg{S<9uDEr*Uygrh#cb8Pk;tl{`Pi z^W=3^60@A0h^Df{3Fsjv7LP1) zBY&?*uvg)T(c-^HAmcjyGt1FQDM$W`Emy>_!lN^^zl>^3(V9PdmwjbSkPsr<1Rr9u zAT}`ihVOz2*4C0F|7#k(SSGc)9u#3KNUV$*v5HAtomVHo;TvmM*P}YceLHte^ZMw zKd+Kwqkm310VYP6V~ZFRW7BVNwniEO2ifpjnp!cMi5tfp|F3P#oQ{j>l~YuAKpUf! zfzWWHw&9Q=L56@ZW2$zBvMY&%FC(1_W%l(Glp!k{1w9|8;g=o?cY08d-4_JJ@dr#sgM zU;eMLDj*j2#rE#=GfxD2Ig|C2U~}JVa)?ZzNB^E`1X<8ijRU9(sd^3L-V>u)W1E?~0DPwXp)2Zf4{_Bedfj=i0owmAMrHroMvtq0UH zVuk!;lhO+vf|(JoZB!2sw3RaGw`VK}BCn-`$*SN%PDzquDywvSD;Wl>6;2LHu1-Ex z99R#2fpjM4!n*Z}K!q+dvQFB9wk8(#Q+@j>LMI}TYMhgZrCWsPi3u0#pImiL5-R^I z!;7I#kTc1>)OfGoWRcrbv!+OUt$aIhCT&qYBt6VQ#U$d?*Et!hB1lc!Wsg{dUsqOx-M%`SE~?p7 zMLpVUu!3pa6GnKNOKh2gsqsesa$FJR`U#PNDi3w)2yP|f9+a($9B8O1#Tz*-1D2WQ zts!(z78t8P4DS4taXmWCZ38kpZ~ekEQH%~E3N#zP?H&amg~dQj85AiQj-bxj3!Sd9T1YM zCBE#{GCDr1No5)96CBK%wu%@MDT5Ci4!9pe=~5`xB58+}R!i>9prHd)i2~h?egbAY zc6rIl)JZaUg`X0t&g1b-($~v3w_z%NrJ-bm+BI55s36;Yqe`3awT=qICu!@I!Exgq zf4cv&FBg7t@g~JhE}jJ40j#a@AZs4`7reY@P?ASZ+4w6myst~`krg@MCY zQVTk`=}&MBVC+K_WZ3qvme++1wY*)tawRH8C0A3G3FiM*&sD3<^jloA8*UKdjam}=s?e8zo6JwBtW%C4 zDgB@iC^WxC5)&$UY4L2yBf#y5wmnW;F^}YS>yG)!j?o4S!*gK25D&}fAPa{7hK-?g zMxbET76d3mKwe|V2+}gYz}Q2F;I~rX6%9%LZFH9v$req<`2W_Tt9=iou#9)?b@r7@ z4?07~Kl&8oPj2h?He*-hR>qkMwH)>)qcs$3a0x2PpEO*}O9!uX*LzfwX&@&j;DpW+ z0~0FNLWh=t+E>JYMj(7S%44#^2cSP)gV&}d9q0{ck+{GUl1s4UUuPZlN;7u8<~4wl zA`R>-dPHR#{ndL3uTf+IAa@<+_gC}=FOSK*CY>&pMXP9q9D(buNE(EWN&+eX!u!U7 z5-`EVD!SV;zfwU*-&LUgo|gu%m&aHimIYbHo>1WbqctgQ5OQYh?%So8CpYlv9k()7 zB2Zyi>rx|+{mHUo$~9pS{#QRp$zu||*e|I{7_RG@ObZOdBDpBXUr{yl%+D+tQlTmg zG1$4E+b6H}?rZk|=9`rY(CR)1rf!pdPi$(vSyygzt?$3_oo&0biUNtR5)g93> zHn{$Tiv#d}Tk53=PluM?Mq-ERw4p^P3ZZ(?kFb*<=8-tO#*V_JwZN~y?NmYNqYTO< zboD<>r*$L&npIA0UJ(^Gv4(1ZiWrJG_OeQDN~bsqanL$S>>L*>Kxl%DCTB(hN`(x| z+!G#YqiJquhH)Rx?p8kH(2ZGxUKl8qIwF3!rBd4hz$rNXJhQr>7W4%Mw*xkBg!?EH z$JcD=E=LNso-038#G2X4$rEeZLXjq*v&lk4Er5VKPO5&1$jjI=Bcz`?vr&}`jPD8Z zjzqx>v<2zUZ}~}-S&1gDlHXeaUj0g^F|4|$@+fL`K(g||%g#%b7C!;0P0$5c*d-mn zl^8#n?cPTaXG8uKS0(}ujJh6+;Rg>{;ht58k3uaK+)`;(T5wLc!^R(M84?pj48t+q z03m#rD}x6SvWa=dLW4mZgiyZ)V>si1Iqqv47A3G^ke~ZvO*R&<5y@PT1Z*P(YIxa$ zHd{miijTakGRet@bZQi1(vL%}o~3xl5@S*|zmCMm*H=W`5Gkomn-H5+opURLf?BBn z6)yIQId$@5DEKCf@Z()e5#139FxQ%41ef;sk{gk9jmwT9tZ$;mjB z0*Cwm3%ebhRf2VrygE)&cen zRqdtzt#MwJA5jTL+n`tk3BmJhL-q`a2bs$YOLroq81{0Wvz*L3Ms#K|8af#l53+UC z-GSog*S|G8RtBW8w=DPVnC8@qe6dhK689Jeoa3!S575(}sR)Ww>k2`T!&ws(`os7& z8J{_+tWOS*Yh&{;h9OTXhjoco&JGc_v3jKvqce0;5$sr^{qxT zp+%!lhJznnfCQH#U{nlCcNi_GZ{mj|6}S3;OrwwHOokUwi7FHq4a=8kS8zjPM0weVGp;j$Inzf=gLow(n*T} z%(YfAyjqQqicqZf4Iatjb(^O!))i4*5#TJtWKDz0#E-wTdTYYwCm8h9t3$!t{vn3* z8D9B4|62(@vK84iOzy`sadceD^&i4DcOlA^%xD7ZCU|AR2v-Ee(gSSI2#~${XG=Yn za}g&)B;o9_?NonUI{JZTPvY8wO3E~*l`faJKU(R5&ULc^T#5~iR0&++^6bpX0i}Yk zcGpKBqRB?mdbqK(xzQ1NF%m$T@uBjApRip2uG~R{kBxaZixDBhk#|5_DY6EiWL1Wq zgbQqp;ZfvVk+$`wJqS%(Lh6nCE9!Y1aF^h3C4R4gzr(FwlSn;9&Ugra=_a$5TF<}vbu<= z^Xg8>FHgPpcTEBI&R4lyJt+hc1`AyH47ine&w440trK{a5FnGeJ8jWZ)?zCT?DlN= zd;8Ck_{R9VKK)1pbibfv02sYatKK#6UPMM5a329F)=Z#@7?rTd8HXZnYFoem$ z2SGoUO`NSLob#{aR`2T}#DI^+EStbXLMhRfjJ=e@s^IWOB&o&5 zS&;`)a7l4Q0i|-~Xp$$ObV*64Dfd5uDJeHe=B44|*u2pw{bv^pm#@B+QE=T+na8D| zRkECbhP15r=WnFmr2Mgv!j$l7mnJ-a#SH`YGl04tF1HKRqUMMQRFSCp^SPT8P;lMx z8LbJ$1AFpzQ4)kH=cYtkVq1V^(-B?J_D-h(%sir2eBHGW(D2;SJ7Q# zx&nYP!M6=oQKXx{g=?OoS-Yx10o6vcICa2ZVHR;&?8)yeK?ei(m9=$WWbn$RW&vAp z;IfK8D%Wok%}q$G5@%$BZ+N$o)u}CEk&>QzOcsaAi|JA+AKwM`6kJ9`5WLqdOCS}@ z8mp4wR^IXd-J{<0ngYIqRAih@&Ds<4(qgKGyzXHags_FMn;Dpt(JP%8S?ajV7pkjI zm=99XSopvCp@j3>$r$5&U^Xci#-!U?$ZI?D>11_TiQ4IlJ0NX89 zi8hHStdEH#QK2PMcR64`b5EtHYls$H&Qkj-$NvY|##OJe*HV@Y6blT~I1ZbPFMuUpXp-rex1Rt>{oJAbhytK3F zj6;2bq1>Ed7D)4*QN<%38Rg6tQm=3cvOIn^axf!&iV)`!HZTZgm$L4X_(c`KcpV@- zWffs_Bv-#w%)8=6E^Ag#Kv7v)W%)5U8z=jatnX$Pc&-K?mfpqU8kp< zi}4StIksJPJpeTt3KQgxQI;FryeB+SH9q6;g9$MlDC#TXluV?@rf=ojkIc?P8$zLQ zes!Yf9m&1yf|K%6I?4&HIR(p$#(U1p$>wp~Zv%9K>7#3h%jJw-+~?9oBAz>*iyVQV z`ijd`Nd|AGG`LkZD#ew}I5Pttgn}SiLkTw9{+6I+a*Elj0r#B8(JC_c#pEL%9bjBE zHfu6jy@&nA!oXfMYCFD)-hZ%-bfny?=s7CjG^n+{T%HPOVrpsRb(&R_)LMd`KZ3Qw z*N&rM2g7HE#(jI=2WiL8%Dd^I4@-^B4cyJT^j-P{{GSr!e`RpXFYGq4|le9Qiv9L5>pOqzgpRZQw)*j}&`6-_M z5fSMwRK7jcBm=wB#-T9PD^!d6g}WSRhWoXJCD7stMM>?V3IQV3Q56O1(nTaKVEN4j z!d^Vlu#xwc4+EonYJFYf%!am5s;P3b)Ke^ON#qj#Hg02f$zJzIE7GrMI{^fgk%vlT z@NGFnEp062*I4j2)-;iSc>DS98;_=hOWc~KyaUt9!H?6Vd0x3<4bHWq&=k~+O)`J79;9WSnnMU3&xir29FV_m zJsd5;vF3Sd8ZbG9lsXOvwDY=B*g6_s$v2)b%RtE$ZGxAocvYp!g@#)ZlGC^mO3xm# z*;Tx`XvJOZt0pycw)YO}jZ7VGnHds`TX~Jg=}8+Nv{%frIP$;b@v=E>Z+L)**WaLvE)R z&cOzvTo!`-$1pfMnLS(Qbq>7mfGnF#(AV+$N)yw8J#d(Mta-1- z#v7)Zoq&l?+heWAADY(A&Jz_NRKFvU>SJQ`gzHrQhu$n| zo^2!0r1Ps@Fkg_>f2u6fttrki4{QccslnFp+SHoN{~N8H3r_UXNh^- zTyUx!JgvfdjK6c=ayf>N<^B@l7K%oo;xvs*Mw9MFU=_!8j5C+yI`$KG&Sc05ZpYEs z15A0#;WA?-9sRY0V`;Q*x6BOFdJ(0>WX<2JU+eI`k%GiLj#nj~JDJ{v{xNv5tvk06 z@q@S{Q6}N-N3`ib7=h6d7+aJ?HpnO|TnkAqw zXx-Uoz}~@$9Pz6B5D1jhS4ogI7TnZ!VDBW$ma-Vqjc<`L!M1ElZqdM8vRxkbJ@DhV=@MZact@kx1K*n8bQc&ct*N{F3{widEyhn zjf!8)sHp)Y8;iEWSG^hT`Kp%&v9_#$aqMHNM(LEPXmJrt?WVSk3hLpVpMsD#`A*OX zSP0^OQ+cc^h9~4pnoRm({Nj zmuLf!nQE!aA)RZvTX)F(J8_IH1uJ@C6ITiSJKqP*!*P%;0V!kwv;Hronh@kUPPl93 zr39gZG1QC$W(SsKAdYS!IlHU|mbMas;28R-OXvuaJvPn;H2&xfxWoPUY5$V20=8QU zKs+-USy$qn7~*|7WF4T0bgPTY!90)>uE4=-bL%X6`M)5(rv*%CdNFKhh-kwaWCS@n zq#eUaXRLC7!tyOmH%lHLMCg@tkoPaUzJgTc^fk?#vluftMIi14F70jiwe~AMMq7`A z|J)CiIYVz?7c+|i(;$}XDpqJ`32dTp?<_yogBHzH|K6D_ zv*4D#wg;5aRZ9yb=%|;`84R*<<1KL^i1;h*9d`xVoUP@J>BfYnU9@cP?a#9zc{H`( zyIdX1aNY@HSS(NmMI!7qH=}N7OZfg#peUCt21P-1T%}Zt`8B0~GfphWwnhKRD zgCc6QD2-IVP@Z{Ozc=m#dm#tQ5L%Qj%+xXQ0nr}sq7aOgj}?j=a*jrELwXtwg`d#zS{0NXOq`LIO8u0@}Pb+C7ABgGs* z!S<+T!`g+x1xC}*t*m-GQc zbD6{Zju-}eO<5!XysAfiHIS8knZ@eR2E)vHs(E2W*t+psLNeI(7QhiI4z4(lPjdg9 z*jMXsvyEzbdjO6o*PEvVET5psEg6gx<5|QFhTb)bN5uPT^TJC-p7m;llmR%p(2BnvE z-);v62N+XcD$!JB*Ui73_9Fb8P;sY!(g{ri6tmtqnt`j0ylbCxJfX3O)=f~;#CPy& zssA92r7ykb9vpuVZe|@dpjpJ{)G{4JPkTohmDs;OFG)Hj$~fZ{2FbjGyYemT?LV28 zXXP+qFv)*lmf%K`ww-ZU>@)lnUa3UEGN{v;Q;7T*jqZ2`GI$%X)L9NN<5sJNA_4|e zRHR70jA8kLo>~r-RLaAQ6O^Z+gugnxTUFjRv;$0`4}DE+C4FOIDF z&U3w8sMWk(9$jyidU6Lf@(#YszW6cdUZsjF6_R%s>3V4*?Uq>VdIgu)^s!b3x#N9KL~kNlJtoGh(1%)+RZE zKrO?zeU*NapBN3<8>b`zdoz(*8HYG4PLKCYqa0bAiUeTpCGO0=xs%mWx4&Ios9jvQ zw1v$CazFS_u6A(z4EbSVhZpz}j9@bu^4@QRU_Q82+rRJ%Q(DgFhN`&p{QC@GQ{&|4 z^8eNW?vdyuIlf*nXPlC1J{No+7?3N!CYqpc>N*GF6r4>sxf;{M03>|L4jy}u-VYMaL@YBh%Uf=KfJO0Is<+GKG2jbL^fI|bduN>Ck59pt2Dixjpzf(z z=VCE%S0y2jJZP`t^ub3+23GX2PjApf{94h592FVwf>PjTI7s1Q3|xdaoNeX;F4p?!vMd4@?{!CbJbAeOx*D$49=wg* zJvEdBcET1y>E6wnRmTCL0_khzqg~vJ>u0{AlGhl>d#$<%~nO$ zeWue({t7D-N{Ah8MIM(tlU(GIKG7uX2$X>5L--W<`L^+6iln!zoJc?)XJ_~}Y#vss z=;VB^pSn3(GXbB4T}%8ndnErq`W=yWfxauZCt+U0y56=gxI$=hx|ewAV5buW9G4Y&|)K zn&e0Ys`q+JCb#_5(6k2&wR1kDYc;sW)`TJ9aYe+B&%F?hZH$RubH(~+C@#5Zuw*E# zp@s7e=Uan$+JVTzxfl}9uw~&EMo(i+6Ju!5B<<5U|IwLw(%_~oTj zSfBk#gY}%M_xw@Rx@t_0ed|pNi+=C>`qzq^oa~XvJvh0$j zaRz~`54+K8<0uKa^_{t7D}J*N;p4rK|8Ll@c%xJwLr=GJQI0jtVyBYnwFxGmp)`Y3 z$gqs3TD?Oi=8^tl>^t!q3P-`^^Sc+O$bF@TtCi>4(aV6iuH(ITON$bwyaA;FE*oFs z9pctwdP|DOlj+P*b1Nu4oTtLfi~3@CKnRwj*6he?e>LoD8Y+VyjOQe~9tP@8C=FnKeR zQa2`Mt|T^Q+vilb1lnVmOv5XZb+qDGv?lyI{o27)^Q@gwacJOjM}UjSRNey(Dl3xudx5BtH%kOf zzuPoR4=+Q%kD1CpIuxd!<9JyuWjztD|E__zzM+95Si&Q2u^lt^<&jj4<)9r zL^P(iu=m01< zq@ZKLH!+XX#-T=?jOdh4hA*zhV;j+XKUD0jOR2K8qhoi^{Eq=+TD;P)#W9_)$CQIO z`1|3F%qt|4m%U;qG7j4m>oLW@)>>lph01qXzZjYBjEV3^32_4%P8LV}J-mp&RC9d& z3XOd7I}XPdhG>%fSM?wtfS7z7T5U+p3&t-G!*utAGdo<2zgz-h0xHM=|ZDa(Yo~IUc?xJ%YKc}TUlc5gbbW9RP2?COk zv7D@;TMTFRWZ-<`_S>O9o*ot=xO5$l7d>@w(sxtbLT_v5?((jEa-8WQcD!Cc4)`XHnGWGA(9OD%88f<( z<)~wxzN3!SEuu5Lo$WY&ntH&nxm#jCXXWvfmDISp)3NpppC%yCwtgS1y_ z2?*zc@kj~kxSE`mE397sua{q{L_S4&+iF0;?aKY8p9s&_N6sL(MzT(CB_M64rww?K zF-&zviX#OTr&75{faPm<(}H_aecl^{Fp%5pZq*X@m=ij}6U5$QucGtb(X?48b*gK^ z>N&LCebT%CiW;C!g=e5n3B0Ij+0y7~*34KlCW!_+fEVv?m9LCw!nx7Ny&&0jjJ zTS)?Pga+l5WlUtB5(>a?lesyX%-(J_XBBQnEVD3o6)!+@_cBF=lNb*|G|4bM zGMT2{Q>D6t$Fb~4_(SsSBJoIr-9+AwYrI#^4Dy~j$=wQMKLB%2}ADp3Y#eP@OyA8%3# zrW28kHPXzh;li2FFvIOi+P4{vPJqveE4h2{ie`=>H)n%*W zfh7=?9-~!iL32KCmG#Ps+Cd0bMW^mr0qfu~KhRrIt3kmAKtsV8?XAgLb?lPbGdj+G zo|-}x9}`e~>rR#Y2ambg&3XSRIxa2#HRppcJbtc39+bAoW&pFYbQSZNu$VK-noS!UB=EY z+TgQb=>yCdu0*m>2Z_movTYauU(hoNE@{K2|4^vKv23r+Ae#wRD^U(nGq=N3|3*R6 zL1t@3<5G2-(UWu7`r9MswAdWjStrGX>cc9zW*S=oct8`n8kKUSjSXnhK-{v?*H*{O z>86&EbR1)ra8+|V8lI6(c#QEaF;!2)#o6r^H=Uu7UnTHgZonSYwkhk-)Mk`vViD5c z*s|3+=b6f-aFGaXfId>W>{@y_0lL8=>t^NtLBgwy&fbYaLlK!MSF6$0&ENb>;17uk zi(`;F96bPJ4t#e(+`iW7&zIaADkjtNl=3Z2%j4@$ZP>y|wSgICm{WufTA+vJPhY5@ zXnJ(bm457=O>t3hk@1Ghx`;z~E{GPCc9uXX_?>Dglq9%j|9zTkJX6NFrTTRWN;35u?|=_61aCR=L@W&-(q>v! zhfT8z(0u(H7v6Y?YlF9{x|KCVp)frDNCu2esYrcJ!2RVquRWYW)8%@K`inG@kscyUlqo^Yyimsy`S^Ht9 zJ8Ht+t8YS99OmMs!e!-e}n>A@d7^#L&YBLy&~;dX)Gl|wlt@(YH)EHN_~ zZ|qs%Gz|+4b%2aKE|hRyQYO&(<#@h{=+ROF0m0c#uwlV*szJMqO8tyRxQN{5qRzv1ttAkz1B5x z(u_|ixF}M=sfS}NL4HyfW7*4s!!;@xVme=0IgdHC`S*nW*Ii;a*cl`lhd`NxI-dwU zz>TtQ2T=pZ{HC(?$M-yA{f;)Q-_d4rLB0sKaeAA6_Vp=9@ZcxheW=FMeD(8uwl_4Z ze=Crye$U`ZC9i05A_Fu9YcV~?ewwlT!cr1aR&ZS^MWn^85@XVjrRV_dGsx%0flz`aE%Xq^$ zTN`XH>JY+*cjI$<9>BAR$?@^OY&M8WRqy-Ej$l_X6cHQ?su3-57OxvbbAwyEmq%Go zN}F24Cy_Phb}>50iQZSkeZn@MXf?m_W;%wOwZ}C}GAjCc;4gZP9*`i^Jva(qWIG2c z_lA|7-rNUou>ZKpr%0Hi6}=29``d^;)cd9(&kAL03wb7(#xcSi2KfEKt++U98Pv&? z!N-K4*T6N6`2~uwFk1hvZZ0x2G^rQpz4P(cSiz(tE6|yEsR$%y8>1 z3ko-2h2>(>Dm{}X9s{3IF*~;uFSKVS97j4}Je<-T{*R0Oh^WHldhR;?^amEUGCOuv z8>Ymc|7MkR*LMxQOX^m123NIw_u}7WV2z&u3_oN))t(w(><ucRJJ-!*G0M3PVyU|0f z#LH?ll@t4Hg54DIn8Fs8qpnRmivMFy5URQ!o*SXGdc3(GO$4FhH;shGSU`-Tn`nXY zg$M+8Xv3h&9!y~W2`#F-f#ouDbz8IhYsc|-J8(YNaMn6Zj%*nPs&4{s=5@Ao_H_$J z!rDxUe2o+4)V|Tc!s*jY4tCC{0uUa_xeDWXTOTb3s86%Q^YO5#=slB$Xq)fX)~%67 zB6SQ_F~S;_fa|lLc!mbyQ*6vk^HL&{ZT4on zMeO5*p4hf^HS;8HHeOm_K+$84*}#i8xZAh26r5i2L+4gv?GC7~ zn`V)u$4<-Q3gJH8Hz~PWJI=&Sv!fV)P(=xTr$O#CX zmZ<>EBbA$?s{xu((oVz`AZ;&$3mQKPjb&38`S;7d+w4;CPfMAW+Z(vgM|HIe(O}@C zMvXp}6;Q*OAS2fze641jr1@(TJkHF^Hua#k-|WiI5f8J^Fv?9pm>m9`33_Vyw(@NI z=QM|ENw~tXG6lp)M2txhJ<-*#Y2hcIEL}aa%YtA7vzQE$xnFysAOMl-cfb7I=P6N) zT(?U^j$Vtzt4fIxz714HwEM);HH|^iv2MK)W>eFW_KETDojLF*>qBvNh1GT_e^djU zxGO$Aq_agZxbP^XIUd2M>(@vh+HU~At13^W46A1^y_U(!uymI>=07Y`=chhg5FYrb z6ZTCgTE^pzIEZ3KvOH8ytGni@PA3oKj$(J}c%C?dACVE%annZb*}5Qnw2>GdLO&o0 z(CE%c^F4~2>Y<3Vt>F;Mjx>cWWB9;pXF0FM!I-u02Q1e8=^Aaytd8(Wi53O|K!k}j zx`)&Pk}quHdtJdAu3Q>b0*wM2)l8s-OUxN1n+8EA7C5<(J!+>FWpLuI+_p0KQBS`p zC-8in3=dMd?Hm4i{#ZK94iHl}sc?`9A;wWvHyCDuUHB1h>L0VhN))7@9)~b}<);6?E417DNNKXE<%r#>o!(q08dn78j8pNS zMZ;nf1LZT$Z!ZM}Yw1X+Bq4=am{+>Ms&cZFBJ4f=Fh-;Su-C9ZC>n)2OsCT0#64+A zQ=v#oFj!hPA)G!}ceL$o`gdYlWOyAo;bWWQK=$CVJG*T6ds+itgM+Ex;`?xzju(BM z=diX#vU5=;OCp z45r57`=D65#RfS!T29oIj7=*X?lR}z7g56S{*O*?G^=j!cl{HzTBQuMx}gQG^&6et zLa@!h{g~J&W#7{L`sSlOeW#52gfS&F=>=y18cTuth58c_7tWoI_bz)(<$B5FRMT!| zM!T}X=IwJ53S8fCkpRYd^Y#dPDIIlU_s6{wktPfq|6{=uUjBXtrDIm5f%Az@%)%o= z?^Sd?2+aVZ+L*MZvc4;#%i2E1pdJ^2Ub?$Q@_32OQdy-U`Sr^qVsOGJREX7xFjL6p zzU)T8CY^bna*=2yAEWrkk5L;Z+~%JaVFVBxY0T`A>LMpgXi>kLjy;49TWf{c=z_tJ zQDSpomc~~ee-X(L;d5Q52Pl)^^R}Ux;2YfIbReb^r(q!$>UwZBfF@5Dx<(p9DZhi` zs;P$#{vRT=Zvvrx6R6;uKn33fitPXV*hBE9`Sr?M!jVb1EzIiO=d?rN^N@SB2e-{} zBE!|a1@R_K+&Z`{sM&~^T~N$RbKMeg(1%)Q7#At&`c=cG zy)E;4GMmAH0-(Kq@F*LQ+bHyDwd7Hf;jk$@w_O)s_z)s%F=S4}bF2FuZZHRj4aJ|m;>)yWG(ZY_4=^rp?E(T zAuK0r%<(|Jxd>FZMkSqX=X?+w;oR?9VSPw%xotys=KY7+4Uc~V8&~+>jqn8SXgBz` zahPpnUMV&4HugF~K?1Z|`K)$uJaMtdH<81{J9(nqGO2>BI~fOhBwfP6CV;q@gN=iE zrwE%+))IK!**1*zwo*Z7whmQLJ~o1GZ=MENFTi2)U(1gL{j5ml5lQp~jb!xm@#!)3 zAQw#I8>m_(g+fs_x&~QsV5pujPzYDo3hBzDT;{TXAQiSIzrgbV`E3C?{w_Ro{GGs?Xq+vbZ2WBj#XJBhxQ0hN zHM{f|>fMEf2!|OaA6E6F6VqY9&bRr^PTLnn4Fz^MPiONy3Hu*{sI80K zUJ{zP1a`l~K$Ace2>ZR%Q&gx`BYH_}lzGvn_xee31M=SXGqOdmLl{XvphYc_KBGh# z&E)o2SAWJGvXzKnC$oztm~zTwb4aA`GQqvTN|W_U1_{QQaw76xAeuJ5bv8+Z>;HOI z!7jrG5Td|pY*A+pqPKgO)=SMQtnHl7{Y(bNMB!;XXATFqHPc{MlDNLz&> z6NO!DecR83mdeqeU>PyNHBG@e=$Cc1>Y4hL*);Kt_0+RME4HuNGN;h5EVLzN=FoG;70ndiZxT%dp;9EMgKD!WlR2p= zDPO($V}Ngf57G$DK8>0o%q1WG8ofwhRgbyA$=$^!prsWyL|HS)qj@wai{KHPpgED_ zG0_JTp^K|1J^G;PYQzRR6#t+>&2wYTAl*yDBWwuquT%RYzs-o&J!Few(=DxT3&)N( zPn-sq4i+@TYG5<{8Q3UPV%;h(vXLK%vCzPBk*O!>-|!@ntuuIR7RHK7!Jl25J+@rT z?#5104JVp^S-h|F4o7X$4*!^hFmdt?oKk&&{2YVpPy)qwe#Vdxr;1+2khe!&ZQWa_D%npkAGIN(1QO-)M|a3n<|gN&a&|czj?6#Q}mQk*M-r zuNUO<@%yf#gse{L{je)m)+O`V_PVz}Mn>Wwodk~5^5!tfaW{5kP!N#?&=Ud~Y^mj$ zI|!Yp89n1Sb1{SvMy0(%mCcXHU^JF3^Y8-cHqetSYdH<&CE7C)(KIaO+Ko8-NX0;V z*=cC?Q)%i#TI(ru86+mxD=zJ(TJ#EV=37x1uNe=j>lEYs2#&AnDBAn+z-i^5prrX`~3kR3EZi?kHoByup*Ij^D z$%*b+*g!9jPtn{Kp5gYH_27F{0^un*a&VF?ZZETY)L6Zlb7#&OzYq~`b}}2%UtCaj zDc@(kE#!Onf42b@gW}_ABq%lTXbeBo?-mGMx8{ix8MlFV8IE)j_r5<+$31V zWt-E09fPlVA^u%z>Uz$xN7x!FI%J!4Zw1k9i(zV4;l(acAfF}kU=QF<<_`F;M;VFq zlx~x5g+>n5=4`EaIO4sr?7Jf&x_%3x{U&=4F7tm)d{t0gP1iK;?(XjH?(R--2=01- z00(ysPH=a32oAyB-Q8W1?>uk)7yr$kskzuSwf3snJ!^HhZ2iT@#DU*2^X)#guqs@Z zZ1I=i5DVqP)tgvBNdWUH^A1Tf?5^-$QL;;O>cW)!lJsgJR>wr#cvK;3ibc~_%^YPE z9?b;zx{4?1e?yJg^W_N};8&LriwwqLwvlS0{g>%mqn6Q z6O>wm=g0TG9}!jp%@g{49Ch9XMg7q=)Q0*7z#uwt=9>HXv*b-Pk236(8s3~g6$eZf zcI-T}#`aDTqQ+rY{P&mrdS$Kye2BxWXOzIXP>odW5D9#9!fAzgy=pc~)M~LR*2lXl z@IR5>7;sJ5P7_*WMrItrtx)%22@ihm@d5(xUAApcZR1_X+Vv!Q@JMLao;nmEm_BPc zv)myM5lI8Gc+{toB^_DbJo2VT61bHxkB<+StSb(Tj2^aG>x%YCU^J4c(m>})o-*9w zBc@k3u=&?~Mlk48gFX@dDsjw1Uk_vCK) z=9}wpJu#aO`M;-bx&>yZSg8g(J*XA%h7d^?cFcNF)@)xxx8U?jR?wWA=S{`aR!Quf z_%^odGpZpR&DA34fNI1Qlyo`T+yif`pJSh1ol zZp!jz_s`>XzjNYK0PPG+%aA3;fuoaC25ZELT^vVS;`<~*OZoW9pyK;tNX2ZppD12>Db(T7Ym2rogpAAnbN$%d z!bc`D0VA6SyJ6!c*~s4#Q1h+Zi zbW41$s}vwi0nBW;_}dbB|3mRujUo6WlHs1mE}A`Wek!~yfOp;lz$>5or%R<|ybBbU z8xR2O4oStd_fg&!u02xu5A=MUhQ%+m1>OYL-nIgq*l_Mj*m9k+1Cn)f>9Vdb=OI*!vyOkB+mGw8#w~f<2;!Ue_T@*|+ zu1o2z^uxU9wNap9ftc&xC*mVpd`XlMp(N3%15I(?jU9ogUQq8FCuCjA*u7yWjrPJ{ zlsqpi6u@-nI0vJdi?HGGmfY4e{$OkE)&n=U(Hak)~F--^KuW)U{4 z3wd(kv~D0ZM~Wc`4jQ(dk6(_C92&M~8*UtNy_o(~=!0e?)<~5fE-o?lb$)}FYcqSdFxNOHV9vLHq1_O|OEv4Rfo?vqwn^FI zD@_GtD(PD|+jrkOF9Tvf z;PMm3n6>W|olX#*PS~H_7Prd;V{iAuoZfF35W-y_btS9m^*Nk z<_}TGNnzp=5#&ud4u52QV%liwOD^T4y#1qiXc&(R=%6%Ic@me}Gso9d24mdf^X-vh zd1LtlzYhQ-sl4RRfJH)Q0vz^7JF4K#NZ&0hbfr)RWfau&X_0hDPs#OR;Fa$|l|dxb zj;X*e)bfor{eTuqh656rxJr*WsML<3tf_YGSDd7#G&{0aejPU>F!v#6WlWxT&_V0^ zP7G@)U?xu#D&6kAC|JHIMWSZ`WUwZdk=MATQBb>Bw<$;QPO%88J73=_N8}Hvr-aliGdMz7!R^`JncoO zq*cWc08?{9XbSJ3TO6~#@<4WGRpM#@lc>1x8&VSP=1~E zBIr88(Fis^V0GEk^l8v*EZ}bNd2vVYW$>9{?sjmb3g)Ql-y^E1LjgdS;qTS;435EB zgroe=fK`;JF49(3%fqRFRh;#cfYn@d`DK*4{nRZay% zXM%F^vxBDv$NTNL(-pi1T#2=&-oc&!{}J%)a;97-2KJt9h*Zn-VlKgmPa&&|I6hR5L6AVc zU=;b&O+=$A4)z!~&+n!1IW%R9b3v=injB#Mg2XU&jsKssfaq1=oDsInr9Gm8<*6GX z48R$fVJb$*+q9?eh|lv~;gRDfP4!KnzCn$#|H%_J$-wn6TTUFeHe>04IX7y$J+Gcs zEJq4g#?eRAd5CEdbQB9u6cRpFR-5V)5x;%6JBKXZ!BQ!MJCaaar2bUWD8NZR4^e!V za-|#s6V@Hn10WBzbWbZx0%$Xs(WG6QIC2LJp z#T*X*GS8JSDO{ZjSvTC@B#vU~;qybNU(+oVLc=~$GNtURl+V+la|rB7+$-OH+x=5S z;Ns`>V_^nLH4cnzG(**7%MjhipX{+nalXEHc95uceDL>f{IA8+RI%+Z$y zY8cORaNPorF_e4Y3H97~=y1z!Pr2|OU8rmpODOFhPV&tPE%ME^jW8F`on&CP&H|~< z?kQD0Xn~AWV%5!0bkZT`ASI(L&$YJsui_#Q7E+yJ9<2WR$qB>;n z_V)fI2)Sm1e3WTzx9jS>avb)c`|ed5f_SGVq8x&FNb!eHeHSD?Sua1YW)O&kC@>+= zSM7R5e3gr)TzFF;DG_9e6cIY4_pmohWTU*DzLim>=`RU{7m+iK=U+cvH0alBT%!4d zz?wDUQ;z*k9pNCYUjO%Ozu8Xuj=$UL)D8SFB)IXm9uohlIh0HfXpm{=<#ySI8H2Xi zuL|41p66C<%`W1O0na}mBRq*a(ho14$A&a)4j@zp1L&YN8rx6WGbO_6kRhEi>rve{ zQ?5cnXuw&_k)WliN;c+5tF2Lf4cSZr;0Cech@3N$(LiE2=h$(5Bd%oZ?_+~nNfz!{ zXiG5RrC41HOMdY&T_e<^beQq>gK`Ti;ULbhL13PMYd5=P9#5eBc?F&|_iEJ{dtok8V^_F()?R_r;dTBD2x;}%y zJ6;68N5BMe??P1<)?~#5amMOOYPiF7HJF{<7gg7ArC~guYwQTiIwN_DQzepfrz`-G zCI{tiAjTXakiKK%ReUZpUG&L81c28P3MHv}N~QlWJ+^`2jGC!&<%eKN zY$byUAa&fjSopvcVk&XFY0X#V?M=`jN0xBOXi6U$MNSPQ^TWh;l}a=6-?Qy7pJ_Uu z2;O?oG3Z*%7bp_{Fcj!fte8!=u@bcSaa*F#iBPXmo-HXj_-HdjhedW{#D8$8ch`-j z`@q7o4#>MPxIr4=0fCyd^r;Z13>#IY~iV z;FizG&q?|Ue)P$#`0Qeks$&_J5+_2XkOk#e+Yi^%9n~1gKCNI9|9JJKbTB!VQR-ca z04%X4a2Pyn5J7U{uUx{sjDG~U5-m7I-naaQMpE8)jJ~%$KToZ*n%C(I7qoQ5B6IAU zCC3KISni@4uV`B3VPm1N4+FSGkxME&((NpnW8pfe-{Y%763=?HK7a2X173ljKB7WB zAy$y7Yp9)nf3av|BDekhI(k)INHMwymr0)^9>@;O|TZ46*kX}DjbDeh@ zUvnW@`>EBHzH{wR=gG3$_SH*SJ4<wA>!K{FOi{;M+0PSjL2XWBRO+z++jinc?~u zY_eX2#CSQrnksiHi%!3vZ)R;`d$f?m$QWjauClqUN}M^Gm({48Le?(p&nSgkXeqvg z{=3^mlB;4q>lpcd^_|nzMNP-+`xp9*opsn8vO<~>La(Az#03Ill6a|6694@;ne)%+ z&>`e9EEIU8yI)6eFcWCk(q8a1qIy*kUUad}mx~<|u<0H;WI#R1eCHbEv5o8&$TQ?) zKHDC8e{J%OenYQu`2H;#Lshs)cXvFT$F{5@Jewl#Y~FNFGL(E({7=V}{xEPPwam`~ zMY3r8LW$_^rKmm7`Du2Z3wzgdkt>_rwcXfWc1`s%Z0)ML1@PlP5%!#+uJH+H^7FJ} zpUS=^yV)r^5^Ul4{enG;z0(Ti`-~KOJmOQVs)Exvh@sFSM4D@wS!NS(5{!td9ZdJT zDA6sS6^X}+O4x+C)kdAraB5V8o4_z_yG1E=X%E>?hGrwkf@u92LByax@+fuYuxBz! zBrn_DF$`O&bWsB7iXTP<0!?@DsIHd6RO#E>-eRCW%~9=@cz`)BFx)60*5KlToI)+oOSZq|hb*`9 z>(7J$-%gqnE2e~m?O!#mAPvW4V=XAgj`3UzQQS2Ki`5oF>ZzN1lu3`GdZpqXDIWPa zw_sC|OsoYS$w{z#hUhjK6vdgQ*qllwG08!ZL?PdiawPGiIatkyBgZEcr0cs)2}qd> zeiv#qj9kSy1SLK2QyR%dGuMrdLp`ej*Eu}f_d<4gubG{T&bf+3&!VQbI>N6H+pXOK zu=CsX&OJ6~eplA}2B!>+^=XfPBFo5h(m83ue&sVZR~=4$$?V#FY+7Ws=fr7~day_i zM^t8OcP`a7CE}%`Ds8-Yp;}IafRp*t?2+uA>9CJoq(q8d!w^wP`a&Wlyk6`Hg23+A zff{jmDT_lKjH^lVbX?U@-(c)mE6nP{Uu|}ZA~aZ?t1cYCnezQCwlvt=EebLE76pGK zLexodZof^&b$6zCZ~AHjqiXboj5xpeQ;hI~pZpT8k<3n$nX={W8H)PxCf3<`{GMQ4 z$LL(T{R-~3bDQ=z@C7{@_l@PCrt_SAi16HJz=}_(7|+$N73}?Zz?Sui zhIs*DzlRMr-Rl&6xef&+GJu>W>kY`Eh{Nw2{*0+<(YO!LoF)>8-1hbfDsGrJo?Eu0 zVw_UePa2$mfGVe1E72Uk5xRtzy%U}HxD%Bh%3Y%P3-ams3-alBz1czC7rlMr`?;|) zB#KnC-VH4}7V#Q^F@fmw;jQ#F0H%82hr5`D>$$*$Ls~_Opj@y)LTT2`p#1d@C0kG~ zew+Pr1p3HnPe%>?P2cW)@f)^C){N}>FNo9paE{lifha4g=I7}^*!ux>zogoqc=@_( z{&ehWGWtDIy%;u5$S>pWJ+<}&iH+Sj;<^+FjB3H%-W;;lK3r{JxMorORxjhs>w;Wo z-Nmfyf&|o1ao8vL?makv6!ITx7_wtX}aj- zfNBGZBJq=!C7iq1?Jc2`0l9`f(?;wu zH<}r`ofo0X^EBy&WOFt2%v4qndLwFxU>wMW>Cgm)fxGJFO`?6{(D<(1Gq;x? zh3zAo9jH!aN!H0fCb66NCVR@AEaKOYB065u)|yByu0i!==RWdq|H{9a_4|~**=`RN zeo3OeUEYg&TZ2mn2cYWi%TH6a%uHdA0B2Yv>YvACULnBYXBcVVk(9Thc%K{l6_O@U zyd^{?v#8GuYGbGe3R|xO(}6nCncf10ArZIfRY40ZM7FA{9efaMUWg%rVLeh{oz}A$ zal-r;6pl9Z-TlE$A8_8cG;;{@z(Rt)q~d#ix|E}! z$}=%i6Dhw=o~dJ@BmM8TLn^SEg~P0zwK7D&tC7X|6a(V?SR#3H{(cA@e4TUiKRKvC zbY}BC2O`(^J49fM_&sa)DI6wwFDW$n>zJkt>5H82YOC z;FFxA`mD(^(K;(N9Q0LVj)Oo!drX50isI#?7pNLTr zX=WWMP_X?z=-EODgQnR{(L;rLcSLfhjExt9NP8|s$kf&sYaEg~WC|wJH$IpY1v5zM z@67`;YI^B&!`hj92fpY@@h?-!Jggg9ROk6~Sl7g1$icEt*}h~-B5sUwljaJdfp{i5 zu=hRrti}+CNN;^>WnhfIG%^{0sW;7bb3x_MGD)dM*FHAKvFj&~R+fOCZ(xQ&LHS;! zMLm|fmZBYa1C(HyazW7>4pBXHy(hN0lz!^*T@9||Oua{Z+O^FuBYvW>x!#M{Z&`|9 zj0d`!KSXs=N;*~x@g2m*#Ig;Q2$07zcGXevZwybVJja4aom>@k=&2ERQ0)88gnj>O z*34sQsUfl8} zGoU9x=3^Ky$!PDVbBgbj(|}!g%b~QF+CI|EqEtW{`H6YJ+_jo{Xrp7CF@?yR8y1Y%%f^Z&@!>maiAJW6s|@^j%l z_0@20V)M#NO7T=|7=}qobJPq2z|AWOb(mvyoRF51FhjyNx^FU(Mth*#rPb({x&Uij zg4wrMg(9Wnk(Ws^Cu7S|SkF>G;LW%Esmn1G9UfL@DPV|O2H?gIQl%)pq0(IdjJT-X zig@glXNqeb$Sh%V%TTrX>voMO2pi|MrsRhD7(%&+Cv;0Yre z^TJaK8KC#3AoVO1N-jKam71DtEP`g{tV9c}BW+HnLgk|YC^xgM?Y0R@M6!N*X{ve* zuCU_N7HXK#P~0MmUW;y!ci3j`rh!n}VkCD1B>7fHLjt?clMaG4_M?EZO(y5^p-iDE zG?A!-bFc8bLRFW-ULN*7!)1oe?Un3IA?7HJIZR_<3uiq}|1QdbBa=Yztm&iUO$s(! zt}_lHH=aY*;{LD`Tdf20^dvqGem>CKfk#iGt@s-k-XxeWG7ek$Z<=!DeSGEVnZt?+ zK|Nw>dp1PLZGyQip$Xq1O#VSUXc1D=tvet@wzZ!3>hqU>vnRDM|Jpg0Drzf<)O*Kr z2&ZfH)2qMQ;6~i*Z6#WNC3b$zw?&JtL9r8_15RwV@{5UD7#PV_@i5rhGn8?6`!)#* zDs_#LkhT0&OJr45Hf|m)6AT#KYM7$n^Q%J_o1L_2|Dv(@Z9Bll-DIZ~(>0z{82(_4 zQzthIMY9~HRBEQSt4a;00fTu18XFJxx{=v@LxqHbU@WU}!#q_9*C^S~5dv_@We>@M z)MaCI{<&l!$>~2*HO)UaYLvk(1jWge^a?yOG^pn8qBqQXw`A&7=;I1j7;dJn>%D}R z@k*S~MrSP@)?`t?S}a*%DR-pJaBM?d<&r>JQc?Nzq+*41`8%mj4+`Z@k7?t0Kwhz; zUD}fUe2JeT9Sg0;`S;5b2R0i+?i1q#QZLvYQU>>}=Q^>{CM013lPiKI5 z^=yi+&lQ{U+0cs$(Ieh+^0WY!7M zAc&<7H^XA{Kj2T+F~H>zbodCs5TTUE7D?HUx;>N1x;@M3A$kyj&r=GdxYpjojAhiz zVLd1J&tIwU@ukt@{nCOytIZC$=22ttKQ0F{e4$wg?}%-dSNqAwkYg3BP9D-{=l5}N zoOUp6ufp%$F0V{q-k?;wZ~P z0eYl_dBPSLg?0LFV2h!e-8dfb(ES^EOM)@ZJ&sl1OYg<6tglmU!))UvrJPW{vOF70 zRmzBVUdrg?@+jj)e(|muw{ncJkY#}xF>NBoH#f?3{p2ol8~$@qk@I1qDAKHK_*mS1 zrs~#VX(Uru=^|BV5JB>6RV~eM+rPD}FF%^Ed=WzCpC&#*Aw&q1P4qHKk*3`#3IP(2 z{Vw$pF;2mT7;wdO&02sQovrh`)gvu53})TXPv}^6lUH9upt?7lezRzp4l?_enXN(K z_5yGd#eLRoBP`tA))d{VHn~{K#_M z^f7iOMGAU(;2+c%%l`-JZNrl_3drQ`{jE2$d#foPdwg`c@S`zu*zvg5T`t`sq@k1^%#Vi@ zM8d+1Qg`D}J8Uy7=hMsOZ)3v}kO(Ul2arJH-fgy&efdETiW)QDH`dYalZioH{3=ct z`mdOGw5g`iTH5;s3*A}j8A%P^Q-ZorlDEPiZvk_Y zu3w-10fl8o*XffEOnvDyLR2SOc-BUJ`S3KS&V)>!dbR;t-9f2PDKuC0>INmm{nzWJ z*k6&~XHC=WedQYY>^Eu(DjVR*O%OsX;qwu@vxpWkB%P8vs1nuFn3Y(O@y-bUfMCP$ zKzSNL)uwc71WlNRb~deG&Cod>tr`P1cR9I#7hYk_+b-!+Y^OzE{dr`?eJ0l z-b1h#w+bWs{j#``-W5E4xJ#s)DWC86L#N_-yGM`YGg24W`(JpfEo}lr;LZLw>6S-5 zMeg5j7BL{(vWqTFNrMp|Gm5lG+*<&MXsLM;4l}N*co)y|LYEVLNm65N97l#A0mFa8 z{{#$r-OjfD)%qs5#z@#!FmG7Kv-9nZj}EWs}b3c*g7ipZsJ=~-#Bw^W0Qb%@KM+fniMNP z$>6Y+niAkUB5_Z2;cF>79w`?IK(OwR`UhA@MLk>FIKODnAG0JOBr%ashyI%5*OM^A z-(y{U%>R%xQ2Rus1=<3^ICspbo$lmKUBeQNrl&GDN|ukY)xqp5MD$BsIlKc45zSjI zoy@b32>>%m-Z^I&dKO_by&QvO2xQBLcy*5YQQ6~_WNysDRS1p~$X`o-0 zMg=PbOaV3n>{$m_Cx10kLHEHrwTy9`?s!uljJ;~B0ce*>?K{y0%}p!ZxbUKRyqqNg90R;l*BIUx~b$w)5PyaZ=q zF!h}VdJBDbqnBZ;LSUXU%g>hTB?A!wglf^hu^sh!1?W(IMd)gF%Q$TJRZUmRK+^tU zxgY8OP>&%q=M+~YUh%7C_#Q|zV?|r(8=9$eKL;|oeDRnlxDz=_R8d}gyR0NcQBmX>gxboyT^@;t}s4ZjZ$0ynfuGHI5IKX)rje zcIQqXlPrhq{#yr_s-Ih*!+4ot0boM8r8H(heBT`7Xl2IJDvN-T6+F|@Xg zQ?-}2E8I;FT%`~6zfX5<2ros5nvG9gBg`c{~<5$VidP*Q4yOg7tDg`{x5! zSfUfKYN^nlNRcN(>d?j#Heu7Fh?_4|7G2x+m{W9FyAV$2qk^1a7Eu=AHVF3Hn^-(! zx%5os74%H!ai#UeilvF)o5>P5OVPm3k$r4KRx))XT}D@;*?rO*f2PGy!N_VC;niXe z^?IEP_Gf*+XWI1OrzykEMKgccld4BHj!XIuExrmVq@2AJ=_BKkFbE|c-#tQe>H^Jy z$8yT_dB)`4A3FLX5$B_u(D%YAo&bBVf`P;(8tpDV$<*jc0?iIT`H_YxZlK@apohs+ zMDjB3a$wHH-esULH?2@?;)M1m8*#q?zV>n&YL5i0_irYddCC#=r_}7ifVymfj4CBw zLT zqmkng?z=<747HyH3!(WZ(OA5ACK#6m0=VpHW!xYa3>7tQ(-pfiSB&rH;~e5bGk1VC zRh-a+r=Ks^GUDHST{{0oOYyqerg545&gG34xAZOQ+Og3_D41Gh!eI~pC-Yhqof&wj zL!Bba_(ZjMda$2X4x?=t$Avt(t(;*RkL0-7>`L(sn@OUIM&ZtBy)v>SJx@oc-|l6X zmh+y}*%76X`|A!zoauHX2yviJCj({v`>;$uyCj!0x3kkWf#pm$_TpkU_LIzm&OG%4 z&feV*e!+<5$bd#IpBBydX6U1Ib5j}(tJvLdz4JoRdwaImue9c^S-fG=9+u|ta}B9k zOEQ?^(*D>PM47zl#8fKhMHOiKx%4cNuZy>d{8dTS8I6kj!Hd2z29H{a@3sLxI?z>b z<4%`Mtmp}@X?#4MAIMVg=;D!?WE5=&*OyY*A)FHSuWj5e4}~5XOEzhT-7DQPS=#$z zcE&}r`3S?=8)PI^=K-I3l*$_r1Cnh0L47=SSeM7{B;L@k-UFOW-D)`q$!JM&vwV@$ zMf1(BF3ddrJ1caNl(c-5xl1_D+UgOeP_h`n|zf2EB!EHg5{PJuhxLf<*?OZnwNOx#pbl=zI5zs%axXqT7|I z1}cPzF+Mk)`cAM3^h#-t}qhmQ6S!kn*7E zI3#i0fzj{yw7r(56E{qGCFi$vxF#YK((7R`{ZA?exSrnQV=@cYz(9_+>KcZ=B~^M& zvwq<^J|VrJ^!H%KGZNT|#|8WMgEXfe%+b*>oMbLt!iARk*QGS< zP<-}y^A0JLRs}>$ngZMV^SLG&_!vD$nesvNHhKh4GBJYMOHTL*$I;VvsQ9-%{z!R{ zy44yQ-a*rVQEv8fQl?<4A!g6@4rrx!`4>(apQG+pdXjoK@Mr14w}C41(18v)(#2cp-o8F?rnxKpdm-)! zgkfH}JZ#mlG=F9z*8EOJtO>MG*kBsj7bf9&N6D5f>hz)JF-da9jDfz}bGX@@r-|WX zp50R)G1eX-BHSw-uGJHw1mIV9B1r{OXr$~^aUZ5?pEk4sFjxu#S#CdT6ekKuEdzH- z&Ybk0&l4)XTRV1&>@yqVcz>a@L%91mbRT@nBZ0g1tQHyXu#f2IPR3n215A~aK<9Sx z{^Btr7HarjHfs1DUS>-*1qL~Y$!I`?wfGp46TbxMPsrR_&d-=%+;xiSpNAY>o%_*2 z;X)H`v4dWREzcythO7_s?xa&=^J;59b}Z=)Nw8n(?|$PNJa+s&tAp|Bf-wo3*~F>$ zBl~w*_P;RR%FdihA!V({Fs&uCf0mUBrRFsWh`I7SOtqQ^#*eA1-Hh`PoomqjvYxV> zE|o<;ZnH};>vdDvN1Yy18X{rdIP^U6$MDQGFfWa3!YTzW6|^z3G_^J2D(x1w8ZU_= zJFTo8Jzkj66+|xQgQ1+Ys1Iw2kM9+XwaQMo+tjp|Y!_P8w3T;m!zyL`&9brr5*Ms0 zlM(372({y)u__7f{#&;yR+mg8*T5!d^h$vcDqw(DuTYrWO!XD6jON{uEUkQ%(GG0T zPE{xVLi_0Z4UiS}k%>GxSuuN9*08qg2@$MdLEyL!X0?>oQKU7iW3Y(dI;FLkDl~?x zVu1pLMc#I`=v3ORZg?&zi*Z(tmn&%h@59+K+IcOPHa(~h%BOA>K%*O1D2y8kP9CLp zm#fU!JC#%xE|l7rR3`WCF=`{fj&o6ek(I@0QRAr1BWfc@YgH25rdGoETNI0f_O7n& zG`6mcP+!J?u3oM%4cfbQWprlcJfXIcqV|PjZdG3(hyIz2*a$za=S|VGhmj{ck8>)o zg*{W+zt))UfX>?F{{=nTzJzon{-P58)We8+MZi!u%0@+}ld@{vqm9W=_^NzOpK$Ak z;~2!(eUog#{`YMKA7 z^V=>aT18rx2x?UHVKyeCrB)A38dWSQon1=-o29U(I?g)Kvb)sV{I37lylsERl}1?n z7t~)FDWpSg3zWe!3zSO&yuuI$Y{Fk>lD3_OX+2K=mM^Q7WmVzsaX=nO#}M6|!b09x zZ0Wl9g#yBL9Z!!1r_E;us-z0<;dN!GAUArFpP+OXVHcJFr|!uSL5f~nhyXWHC57=9 zw8Z1G#BV%1Q-w#kU3`R#{O(%}+MO;)eRBP0>gDIjpDg8o9h&jF)-ug~8J_xRuA4bl zA!VK^_mz%=h?s`A6R!_Z>v&SCOKq#k29AH9bZM@sNCfQ))t=*^)OAl~_Zvm!&L$Pb zv*>aLcvYE%^44Owt)RFAs97r)9GOIuV>~#4I@;G}X zFGCzfmBURS9YRW~iWPSMB%@%^jmqrOsPolOVS1Wj-N}uA5#QPQ`up?{(KR?Y=b-jAEngBz2)_?vjtgoMX`TX%yGTddxBq#^-t zM|)?Pr!$+M7Z;?X5i`HPP6ofGM0-Vk@DC&)IJ_K@>?m~?t HL4f@q@FJ@s diff --git a/tex/main.tex b/tex/main.tex index 88d16ca..90c17ec 100644 --- a/tex/main.tex +++ b/tex/main.tex @@ -123,7 +123,8 @@ \section{Introduction} work in progress - + +\pagebreak \section{Materials and Methods} \subsection{Field site} @@ -134,15 +135,20 @@ The study site was a small stream called Rio Rubiano in the Colombian part of tr The recording system used to obtain our date is similar to the one used by [Henninger et al. (2018)] in the Republic of Panamá. It consists of a custom-build 64-channel electrode and amplifier system (npi electronics GmbH, Tamm, Germany) powered by 12\,V car batteries. Signals detected by the electrodes (low-noise headstages embeded in epoxy resin (1 $\times$ gain, 10 $\times$ 5 $\times$ 5\,mm)) were amplified by the main amplifier (100 $\times$ gain, 1st order high-pass filter 100\,Hz, low-pass 10\,kHz) before being digitalized with 20\,kHz per channel with 16-bit amplitude resolution using a custom build computer with two digital-analog converter cards (PCI-6259, National Instruments, Austin, Texas, USA). Data acquisition and storage for offline analysis were managed by a custom software written in C++ (https://github.com/bendalab/fishgrid). The maximum of 64 electrodes mounted on 8 PVC tubes were arranged in an 8 by 8 electrode grid (50 cm spacing) covering an area of 350$\times$350\,cm. All 64 electrodes were used throughout the whole recording period. Each PVC tube, equipped with 8 electrodes got tied to a rope crossing the river, forming a structure allowing small shifts in electrode distance but being resilient to destruction by rapidly changing environmental factors, i.e. rising water levels after heavy rainfall. -\subsection{Extraction on EOD frequencies} +\subsection{Extraction of EOD frequencies} + +Different species of wavetype weakly electric fish and even individuals within the same species show individual EOD frequencies. We use fast fourier transformations of 95$\%$ overlapping data snippets of 2 seconds to evaluated the frequency composition of each recording channel, i.e. recording electrode, consistent troughout our recordings. Since EODs of wavetype weakly electric fish are composed of a fundamental discharge frequency and its harminics, we detect peaks in the sum of the powerspectra and assign them in groups of fundamental and harmonic frequencies. Fundamental EOD frequnecies as well as their powers in the powerspectra of the different electrodes and the respective time of detection is stored for further analysis. \subsection{Tracking of individual EODs} -In order to track individual EOD frequency traces for each individual recorded we developed an algorithm based on Python3 using two independent signal variables to reliable assign EOD frequency traces. +%In order to track individual EOD frequency traces for each individual recorded we developed an algorithm based on Python3 using two independent signal variables to reliable assign EOD frequency traces. + +In order to deduct individual EOD frequency traces from the extraced EOD frequencies we considered various tracking techniques and finally developed a reliable tracking algorithm based on EOD frequency and field structures comparison. + \subsubsection{$\Delta$-EODf (Electric organ discharge frequency difference)} \begin{figure}[h!] \centerline{\includegraphics[width=1.\linewidth]{3}} - \caption{\label{dEODf} Random caption} + \caption{\label{dEODf} Spectrogram and part of EOD frequency traces from EOD signals of multiple fish including two EOD frequency traces crossing in the course of an EOD frequency rise. Single EOD signals marked in green and yellow form potential candidates to be connected to the EOD signal marked in black. The yellow and green bar represent the respective EOD frequency errors $\Delta f_0$ and $\Delta f_1$, as part of the tracking algorithm.} \end{figure} Since, the EOD frequency of wave-type weakly electric fish represent on of the most stable oscillating signals known across natural systems and, thus, keeps stable for long periods of time it seems unambiguous to use this signal parameter as main tracking criterion. However, tracking individual EOD frequencies over long periods of time gives rise to further challenges. When wave-type weakly electric fish produce communication signals, such as EOD frequency rises, EOD frequency traces of different individuals frequently cross each other, sometimes multiple times within a short time window. This specially occurs in larger groups of wave-type weakly electric fish. These EOD frequency trace crossings give rise to several algorithmic problems. First, detecting both peaks during the Powerspectrum analysis in the very moment of the EOD frequency traces crossing often fails resulting in missing datapoints for one EOD frequency trace. As a result, correct tracking of EOD frequency traces, only based on EOD frequency comparison, is at chance level during these crossing events. @@ -151,7 +157,7 @@ Since, the EOD frequency of wave-type weakly electric fish represent on of the m \begin{figure}[h!] \centerline{\includegraphics[width=1.\linewidth]{9}} - \caption{\label{dField} Random caption} + \caption{\label{dField} Electric field properties deducted from EOD frequency power on different electrodes of potential partners in the course of tracking, respective to fig.\ref{dEODf}. Field properties on the left (green and yellow signal in fig.\ref{dEODf}) are compared to the field properies on the right (black signal in fig.\ref{dEODf}). The centered top field difference results from the substraction of the field properties of the green and black signal in fig.\ref{dEODf}, the centered bottom respectively the difference between the yellow and black signal. $\Delta field_0$ and $\Delta field_1$ represent the mean-square error of the respective difle differences.} \end{figure} To address EOD frequency tracking errors arising from crossing EOD frequency traces, e.g. during the events of EOD frequency rises, we use the individual absolute fields properties as second tracking parameter. Due to our multi electrode recoding setup we are able to estimate the strength of each individual EOD signal at multiple locations within our electrode-grid by extracting the power of the according EOD frequency in the Powerspectrum of each electrode. These two-dimensional representations of the electric fields vary between individuals depending on their very location within the electrode-grid. After normalizing the individual electric fields to eliminate the impact of absolute field strength the obtained field proportions can be used as a second tracking parameter by calculation of the difference between two field proportions using the mean-square-error of different field proportions. @@ -162,7 +168,7 @@ The simple comparison of EOD frequency difference and field structure difference \begin{figure}[h!] \centerline{\includegraphics[width=1.\linewidth]{10}} - \caption{\label{rel_errors} Random caption} + \caption{\label{rel_errors} Determination of relative field and EOD frequency errors. Up: All possible field errors of signals within a time window of 30\,s (3 $\times$ compare range) showing a maximum EOD frequency differen of 10\,Hz were colected as possible field error distribution. Its cumulative sum histogram is displayed in red. Relative field errors for both, $\Delta field_0$ and $\Delta field_1$, are difined as the proportion of possible field errors smaller than the respective field errors. Smaller field errors result in smaller relative field errors and, thus, increase the likelihood of two signals belonging to one identity. Down: Relative frequency errors are calculated based on a boltzmann function. Relative frequency errors above 1\,Hz already represent a special event within a EOD frequency trace and, thus, result in the maximum relative frequency error.} \end{figure} \subsubsection{Frequency error determination} @@ -171,7 +177,7 @@ With respect to EOD frequency differences we assume EOD frequency differences of \subsubsection{Field error determination} -Considering the difference in field structure the absolute field structure errors are highly dependent on the amount of electrodes used in the recording setup. Therefore, to estimate the relative field structure error we first estimate the distribution of possible field structure errors in a 30 seconds window around the currently datapoints of interest. These possible field structure errors are define as those field structures with a smaller EOD frequency difference than 10 Hz. Deducted from the distribution of possible field structure differences the relative field structure difference of two field structures is the proportion of smaller field structure differences in the distribution of possible field structure differences. +Considering the difference in field structure the absolute field structure errors are highly dependent on the amount of electrodes used in the recording setup. Therefore, to estimate the relative field structure error we first estimate the distribution of possible field structure errors in a 30 seconds window around the currently datapoints of interest. These possible field structure errors are define as those field structures with a smaller EOD frequency difference than 10 Hz. Deducted from the distribution of possible field structure differences the relative field structure difference of two field structures is the proportion of smaller field structure differences in the distribution of possible field structure differences. \subsubsection{Total error definition} @@ -183,41 +189,49 @@ To enable the analysis of recordings with limitless duration, the actual trackin \begin{figure}[h!] \centerline{\includegraphics[width=1.\linewidth]{1}} - \caption{\label{tmp_idents} Random caption} + \caption{\label{tmp_idents} ---} \end{figure} \begin{figure}[h!] \centerline{\includegraphics[width=1.\linewidth]{4}} - \caption{\label{error_matrix} Random caption} + \caption{\label{error_matrix} Pre sorting of EOD signals into temporal identities. A-C: Detected origin signals within a 30\,s time window can be assigned to target signals with a maximum time lag of 10\,s. Signals are assigned to each other based on their respective error values. The resulting temporal identity traces are formed based on the lowest possible error values. D: Error values of possible origin signals and target signals sorted by their temporal occurance. E: Eror values of possible origin signals and target signals sorted by their temporal identity. Only every second identity is displayed indicated for plotting reasons.} \end{figure} \subsubsection{Running connection} -The assembly of the center 10 seconds of the temporal identities, containing valid connections, and already tracked real identities, again is based on total errors between respective EOD signals. -Total error values between signals of already assigned read identities and signals within the centered 10 seconds of temporal identities are identified and, again, assembled based on the total error values preferring lower total errors before larger ones. Temporal identities, which could not be assigned to a already existing real identity form a new real identity. The window to identify temporal identities is shifted by the compare range, i.e. 10 seconds, and the identification of temporal identities and their assignment to already tracked real identities continuous until the end of the recording is reached. +The assembly of the center 10 seconds of the temporal identities, containing valid connections, and already tracked real identities, again is based on total errors between respective EOD signals. Total error values between signals of already assigned read identities and signals within the centered 10 seconds of temporal identities are identified and, again, assembled based on the total error values preferring lower total errors before larger ones. Temporal identities, which could not be assigned to a already existing real identity form a new real identity. The window to identify temporal identities is shifted by the compare range, i.e. 10 seconds, and the identification of temporal identities and their assignment to already tracked real identities continuous until the end of the recording is reached. \begin{figure}[h!] \centerline{\includegraphics[width=1.\linewidth]{2}} - \caption{\label{running_connection} Random caption} + \caption{\label{running_connection} Running connection. A: Temporal identities assigned via lowest error value connections. The black and grey bars together indicate the whole data snippet temporal identities have been assigned before. Connections within the grey areas are assumed to be unsteady since signals within compare range but outside the gray are could point to those signals as well but are neglected in this particular temporal identity assignment. Connections within the black bar area indicate valid connections since every signal possible connected to those signals lie within the temporal assignment range. B: Already assigned identities, i.e. potential connection partners for the temporal identities to assigne, are shown. C: The yellow and green signals (already discussed in fig. \ref{dEODf} and fig. \ref{dField}) represent the origin signals of the respective identities to best fit to a signal of one temporal identity, indicated in black. The yellow-to-black error is lower than the green-to-black error. D: Signals of temporal identities got assigned to signals of already assigned identities based on their lowest error value to each other.} \end{figure} - +\pagebreak \section{Results} \subsection{d-EODf and d-Field of same identity signals vs. non-same identity signals} -\begin{figure}[h!] - \centerline{\includegraphics[width=1.\linewidth]{6}} - \caption{\label{Field_error_shift} Random caption} -\end{figure} +To determine the utility of the used tracking parameters and, thus, our tracking algorithm we performed post-hoc analysis on the assigned EOD frequency traces after visual examination. The EOD frequency errors within subjects within the compare range of 10\,s is signigicantly lower than EOD frequency errors between subjects (Abb.\ref{EODf_error_shift}). However, the events of EOD frequency rises cause an overlap of EOD frequency errors of within subjectsignal comparison and between subject signal comparison. \begin{figure}[h!] \centerline{\includegraphics[width=1.\linewidth]{7}} \caption{\label{EODf_error_shift} Random caption} \end{figure} +Assessing field errors, within subject signals comparions also resulted in significantly lower Field error values compared to between subject Field errors. However, the distribution of within subject errors and between subject field errors did not differe as much as the respective distributions of EOD frequency errors. Interestingly, within subject field errors stayed unaltered low in comparison to between subject field errors within the 10\,s compare window. + +\begin{figure}[h!] + \centerline{\includegraphics[width=1.\linewidth]{6}} + \caption{\label{Field_error_shift} Random caption} +\end{figure} + +Since EOD frequency error like Field error within subjects are mostly independent from time we could exlude the time factor from the tracking algorithm. + + \subsection{Roc analysis} +To further validate the use of the tracking parameters we carried out ROC analysis evaluating the discriminability of within and between subject field errors, EOD frequency errors and total errors. AUC values decreased for all error with increasing time lag. However, AUC values for all errors stayed on a very high level. Interstingly, while AUC values concerning field error and EOD frequency error dropped after a certain time lag to a base level, the AUC value for the combined total error stayed comparatively high and enables us to reject the usage of time lag as additional parameter for the calculation of the total error. + \begin{figure}[h!] \centerline{\includegraphics[width=1.\linewidth]{12}} \caption{\label{ROC} Random caption}