From c5efb272fdf7694fb309cb986b4e22845a1d2071 Mon Sep 17 00:00:00 2001 From: "Matthijs S. Berends" Date: Fri, 1 Mar 2019 09:34:04 +0100 Subject: [PATCH] mo_source improvement --- .gitlab-ci.yml | 2 + DESCRIPTION | 2 +- R/mo.R | 21 +- R/mo_source.R | 24 +- appveyor.yml | 4 +- docs/articles/AMR.html | 452 +++++++++--------- .../AMR_files/figure-html/plot 1-1.png | Bin 35524 -> 35608 bytes .../AMR_files/figure-html/plot 3-1.png | Bin 21118 -> 21128 bytes .../AMR_files/figure-html/plot 4-1.png | Bin 69616 -> 69624 bytes .../AMR_files/figure-html/plot 5-1.png | Bin 51368 -> 51366 bytes docs/articles/EUCAST.html | 2 +- docs/articles/G_test.html | 2 +- docs/articles/WHONET.html | 2 +- docs/articles/atc_property.html | 2 +- docs/articles/benchmarks.html | 72 +-- .../figure-html/unnamed-chunk-5-1.png | Bin 27779 -> 28419 bytes docs/articles/freq.html | 2 +- docs/articles/mo_property.html | 2 +- docs/articles/resistance_predict.html | 2 +- docs/reference/mo_source.html | 13 +- man/mo_source.Rd | 14 +- 21 files changed, 324 insertions(+), 294 deletions(-) diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml index 0cb9ad16..f57d3bae 100644 --- a/.gitlab-ci.yml +++ b/.gitlab-ci.yml @@ -64,6 +64,7 @@ R: variables: WARNINGS_ARE_ERRORS: 1 script: + - export WARNINGS_ARE_ERRORS=1 # remove vignettes folder and get VignetteBuilder field out of DESCRIPTION file - rm -rf vignettes - Rscript -e 'd <- read.dcf("DESCRIPTION"); d[, colnames(d) == "VignetteBuilder"] <- NA; write.dcf(d, "DESCRIPTION")' @@ -81,6 +82,7 @@ coverage: allow_failure: true when: on_success only: + - premaster - master script: - apt-get install --yes git diff --git a/DESCRIPTION b/DESCRIPTION index 5c62f9b3..ca95dab4 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: AMR Version: 0.5.0.9020 -Date: 2019-02-28 +Date: 2019-03-01 Title: Antimicrobial Resistance Analysis Authors@R: c( person( diff --git a/R/mo.R b/R/mo.R index a1b38299..f3418b14 100755 --- a/R/mo.R +++ b/R/mo.R @@ -117,6 +117,7 @@ #' @seealso \code{\link{microorganisms}} for the \code{data.frame} that is being used to determine ID's. \cr #' The \code{\link{mo_property}} functions (like \code{\link{mo_genus}}, \code{\link{mo_gramstain}}) to get properties based on the returned code. #' @inheritSection AMR Read more on our website! +#' @importFrom dplyr %>% pull left_join #' @examples #' # These examples all return "B_STPHY_AUR", the ID of S. aureus: #' as.mo("stau") @@ -171,16 +172,28 @@ as.mo <- function(x, Becker = FALSE, Lancefield = FALSE, allow_uncertain = TRUE, # check onLoad() in R/zzz.R: data tables are created there. } - if (all(x %in% AMR::microorganisms$mo) + if (deparse(substitute(reference_df)) == "get_mo_source()" & isFALSE(Becker) & isFALSE(Lancefield) - & is.null(reference_df)) { + & !is.null(reference_df) + & all(x %in% reference_df[,1])) { + # has valid own reference_df + # (data.table not faster here) + colnames(reference_df)[1] <- "x" + suppressWarnings( + y <- data.frame(x = x, stringsAsFactors = FALSE) %>% + left_join(reference_df, by = "x") %>% + pull("mo") + ) + + } else if (all(x %in% AMR::microorganisms$mo) + & isFALSE(Becker) + & isFALSE(Lancefield)) { y <- x } else if (all(tolower(x) %in% microorganismsDT$fullname_lower) & isFALSE(Becker) - & isFALSE(Lancefield) - & is.null(reference_df)) { + & isFALSE(Lancefield)) { # we need special treatment for very prevalent full names, they are likely! (case insensitive) # e.g. as.mo("Staphylococcus aureus") y <- microorganismsDT[prevalence == 1][data.table(fullname_lower = tolower(x)), diff --git a/R/mo_source.R b/R/mo_source.R index 43a4fd29..4a3ae099 100644 --- a/R/mo_source.R +++ b/R/mo_source.R @@ -52,15 +52,19 @@ #' # Created mo_source file '~/.mo_source.rds' from 'home/me/ourcodes.xlsx'. #' } #' -#' It has now created a file "~/.mo_source.rds" with the contents of our Excel file. It it an R specific format with great compression. +#' It has now created a file "~/.mo_source.rds" with the contents of our Excel file, but only the first column with foreign values and the 'mo' column will be kept. #' #' And now we can use it in our functions: #' \preformatted{ #' as.mo("lab_mo_ecoli") -#' # B_ESCHR_COL +#' [1] B_ESCHR_COL #' #' mo_genus("lab_mo_kpneumoniae") -#' # "Klebsiella" +#' [1] "Klebsiella" +#' +#' # other input values still work too +#' as.mo(c("Escherichia coli", "E. coli", "lab_mo_ecoli")) +#' [1] B_ESCHR_COL B_ESCHR_COL B_ESCHR_COL #' } #' #' If we edit the Excel file to, let's say, this: @@ -78,10 +82,10 @@ #' \preformatted{ #' as.mo("lab_mo_ecoli") #' # Updated mo_source file '~/.mo_source.rds' from 'home/me/ourcodes.xlsx'. -#' # B_ESCHR_COL +#' [1] B_ESCHR_COL #' #' mo_genus("lab_Staph_aureus") -#' # "Staphylococcus" +#' [1] "Staphylococcus" #' } #' #' To remove the reference completely, just use any of these: @@ -119,7 +123,9 @@ set_mo_source <- function(path) { valid <- FALSE } else if (!"mo" %in% colnames(df)) { valid <- FALSE - } else if (!all(df$mo %in% AMR::microorganisms$mo)) { + } else if (all(as.data.frame(df)[, 1] == "")) { + valid <- FALSE + } else if (!all(df$mo %in% c("", AMR::microorganisms$mo))) { valid <- FALSE } else if (NCOL(df) < 2) { valid <- FALSE @@ -163,9 +169,11 @@ set_mo_source <- function(path) { stop("File must contain a column with self-defined values and a reference column `mo` with valid values from the `microorganisms` data set.") } + # keep only first two columns, second must be mo if (colnames(df)[1] == "mo") { - # put mo to the end - df <- df %>% select(-"mo", everything(), "mo") + df <- df[, c(2, 1)] + } else { + df <- df[, c(1, 2)] } df <- as.data.frame(df, stringAsFactors = FALSE) diff --git a/appveyor.yml b/appveyor.yml index 2ee5ffa3..6d0eeea6 100644 --- a/appveyor.yml +++ b/appveyor.yml @@ -55,8 +55,8 @@ on_failure: - 7z a failure.zip *.Rcheck\* - appveyor PushArtifact failure.zip -on_success: - - Rscript -e "library(covr); cc <- package_coverage(); codecov(coverage = cc, token = '50ffa0aa-fee0-4f8b-a11d-8c7edc6d32ca'); cat('Code coverage:', percent_coverage(cc))" +#on_success: +# - Rscript -e "library(covr); cc <- package_coverage(); codecov(coverage = cc, token = '50ffa0aa-fee0-4f8b-a11d-8c7edc6d32ca'); cat('Code coverage:', percent_coverage(cc))" artifacts: - path: '*.Rcheck\**\*.log' diff --git a/docs/articles/AMR.html b/docs/articles/AMR.html index 31d7506c..ba2b021f 100644 --- a/docs/articles/AMR.html +++ b/docs/articles/AMR.html @@ -192,7 +192,7 @@

How to conduct AMR analysis

Matthijs S. Berends

-

28 February 2019

+

01 March 2019

@@ -201,7 +201,7 @@ -

Note: values on this page will change with every website update since they are based on randomly created values and the page was written in RMarkdown. However, the methodology remains unchanged. This page was generated on 28 February 2019.

+

Note: values on this page will change with every website update since they are based on randomly created values and the page was written in RMarkdown. However, the methodology remains unchanged. This page was generated on 01 March 2019.

Introduction

@@ -217,21 +217,21 @@ -2019-02-28 +2019-03-01 abcd Escherichia coli S S -2019-02-28 +2019-03-01 abcd Escherichia coli S R -2019-02-28 +2019-03-01 efgh Escherichia coli R @@ -327,71 +327,71 @@ -2015-09-11 -C6 +2017-06-13 +Z3 Hospital D -Staphylococcus aureus +Escherichia coli R S S S -M +F -2015-05-10 -N2 -Hospital A +2013-09-13 +A1 +Hospital D Escherichia coli -I -I +R +S S S M -2012-03-06 -C2 -Hospital C -Escherichia coli -R -S -S -S -M - - -2011-11-09 -X3 +2015-06-10 +L8 Hospital B -Staphylococcus aureus -S -S -S -S -F - - -2017-02-01 -O6 -Hospital A -Staphylococcus aureus -R -S +Escherichia coli S R -F +S +S +M -2017-02-26 -X1 +2010-08-05 +A7 Hospital D Klebsiella pneumoniae +R +S +S +S +M + + +2011-08-25 +X4 +Hospital C +Staphylococcus aureus S S S S F + +2011-03-09 +B7 +Hospital D +Escherichia coli +R +S +S +S +M +

Now, let’s start the cleaning and the analysis!

@@ -411,8 +411,8 @@ #> #> Item Count Percent Cum. Count Cum. Percent #> --- ----- ------- -------- ----------- ------------- -#> 1 M 10,244 51.2% 10,244 51.2% -#> 2 F 9,756 48.8% 20,000 100.0% +#> 1 M 10,311 51.6% 10,311 51.6% +#> 2 F 9,689 48.4% 20,000 100.0%

So, we can draw at least two conclusions immediately. From a data scientist perspective, the data looks clean: only values M and F. From a researcher perspective: there are slightly more men. Nothing we didn’t already know.

The data is already quite clean, but we still need to transform some variables. The bacteria column now consists of text, and we want to add more variables based on microbial IDs later on. So, we will transform this column to valid IDs. The mutate() function of the dplyr package makes this really easy:

+#> -> changed 4,023 test results (0 to S; 0 to I; 4,023 to R)

@@ -489,8 +489,8 @@ #> NOTE: Using column `bacteria` as input for `col_mo`. #> NOTE: Using column `date` as input for `col_date`. #> NOTE: Using column `patient_id` as input for `col_patient_id`. -#> => Found 5,650 first isolates (28.3% of total)

-

So only 28.3% is suitable for resistance analysis! We can now filter on it with the filter() function, also from the dplyr package:

+#> => Found 5,641 first isolates (28.2% of total) +

So only 28.2% is suitable for resistance analysis! We can now filter on it with the filter() function, also from the dplyr package:

data_1st <- data %>% 
   filter(first == TRUE)

For future use, the above two syntaxes can be shortened with the filter_first_isolate() function:

@@ -516,8 +516,8 @@ 1 -2010-04-26 -H9 +2010-01-14 +K8 B_ESCHR_COL R S @@ -527,10 +527,10 @@ 2 -2010-05-27 -H9 +2010-02-17 +K8 B_ESCHR_COL -S +R S R S @@ -538,19 +538,19 @@ 3 -2010-07-20 -H9 +2010-03-01 +K8 B_ESCHR_COL -R -I S S +R +S FALSE 4 -2010-11-25 -H9 +2010-03-11 +K8 B_ESCHR_COL S S @@ -560,54 +560,54 @@ 5 -2011-01-19 -H9 +2010-04-13 +K8 B_ESCHR_COL +R S -S -S -S +R +R FALSE 6 -2011-01-24 -H9 +2010-08-30 +K8 B_ESCHR_COL S S -S +R S FALSE 7 -2011-03-09 -H9 +2010-11-05 +K8 B_ESCHR_COL -R S -R +S +S S FALSE 8 -2011-06-07 -H9 +2010-12-21 +K8 B_ESCHR_COL S S S S -TRUE +FALSE 9 -2011-07-30 -H9 +2010-12-21 +K8 B_ESCHR_COL -S +R S S S @@ -615,14 +615,14 @@ 10 -2011-08-01 -H9 +2011-03-20 +K8 B_ESCHR_COL S S +R S -S -FALSE +TRUE @@ -637,7 +637,7 @@ #> NOTE: Using column `patient_id` as input for `col_patient_id`. #> NOTE: Using column `keyab` as input for `col_keyantibiotics`. Use col_keyantibiotics = FALSE to prevent this. #> [Criterion] Inclusion based on key antibiotics, ignoring I. -#> => Found 15,814 first weighted isolates (79.1% of total) +#> => Found 15,738 first weighted isolates (78.7% of total) @@ -654,8 +654,8 @@ - - + + @@ -666,10 +666,10 @@ - - + + - + @@ -678,20 +678,20 @@ - - + + - - + + - - + + @@ -702,83 +702,83 @@ - - + + + - - - - + + + - - + + - + - + - - + + - - + + - - + + - - + + - - + + - + - + - - + + + - - - + +
isolate
12010-04-26H92010-01-14K8 B_ESCHR_COL R S
22010-05-27H92010-02-17K8 B_ESCHR_COLSR S R S
32010-07-20H92010-03-01K8 B_ESCHR_COLRI S SRS FALSE TRUE
42010-11-25H92010-03-11K8 B_ESCHR_COL S S
52011-01-19H92010-04-13K8 B_ESCHR_COLR SSSSFALSERR FALSETRUE
62011-01-24H92010-08-30K8 B_ESCHR_COL S SSR S FALSEFALSETRUE
72011-03-09H92010-11-05K8 B_ESCHR_COLR SRSS S FALSE TRUE
82011-06-07H92010-12-21K8 B_ESCHR_COL S S S STRUETRUEFALSEFALSE
92011-07-30H92010-12-21K8 B_ESCHR_COLSR S S S FALSEFALSETRUE
102011-08-01H92011-03-20K8 B_ESCHR_COL S SR SSFALSEFALSETRUETRUE
-

Instead of 2, now 6 isolates are flagged. In total, 79.1% of all isolates are marked ‘first weighted’ - 50.8% more than when using the CLSI guideline. In real life, this novel algorithm will yield 5-10% more isolates than the classic CLSI guideline.

+

Instead of 2, now 9 isolates are flagged. In total, 78.7% of all isolates are marked ‘first weighted’ - 50.5% more than when using the CLSI guideline. In real life, this novel algorithm will yield 5-10% more isolates than the classic CLSI guideline.

As with filter_first_isolate(), there’s a shortcut for this new algorithm too:

data_1st <- data %>% 
   filter_first_weighted_isolate()
-

So we end up with 15,814 isolates for analysis.

+

So we end up with 15,738 isolates for analysis.

We can remove unneeded columns:

data_1st <- data_1st %>% 
   select(-c(first, keyab))
@@ -804,24 +804,72 @@ 1 -2015-09-11 -C6 +2017-06-13 +Z3 Hospital D -B_STPHY_AUR +B_ESCHR_COL +R +S +S +S +F +Gram negative +Escherichia +coli +TRUE + + +3 +2015-06-10 +L8 +Hospital B +B_ESCHR_COL +S +R +S +S +M +Gram negative +Escherichia +coli +TRUE + + +6 +2011-03-09 +B7 +Hospital D +B_ESCHR_COL R S S S M +Gram negative +Escherichia +coli +TRUE + + +8 +2015-03-15 +O1 +Hospital A +B_STPHY_AUR +R +I +S +S +F Gram positive Staphylococcus aureus TRUE - -3 -2012-03-06 -C2 + +9 +2012-09-07 +K5 Hospital C B_ESCHR_COL R @@ -834,65 +882,17 @@ coli TRUE - -4 -2011-11-09 -X3 -Hospital B -B_STPHY_AUR -S -S -S -S -F -Gram positive -Staphylococcus -aureus -TRUE - -6 -2017-02-26 -X1 -Hospital D -B_KLBSL_PNE -R -S -S -S -F -Gram negative -Klebsiella -pneumoniae -TRUE - - -7 -2010-02-15 -P3 -Hospital C -B_STRPT_PNE -S -S -S -R -F -Gram positive -Streptococcus -pneumoniae -TRUE - - -8 -2012-10-20 -H4 +10 +2015-08-09 +R5 Hospital D B_STRPT_PNE S S S R -M +F Gram positive Streptococcus pneumoniae @@ -915,9 +915,9 @@
freq(paste(data_1st$genus, data_1st$species))

Or can be used like the dplyr way, which is easier readable:

data_1st %>% freq(genus, species)
-

Frequency table of genus and species from a data.frame (15,814 x 13)

+

Frequency table of genus and species from a data.frame (15,738 x 13)

Columns: 2
-Length: 15,814 (of which NA: 0 = 0.00%)
+Length: 15,738 (of which NA: 0 = 0.00%)
Unique: 4

Shortest: 16
Longest: 24

@@ -934,33 +934,33 @@ Longest: 24

1 Escherichia coli -7,918 -50.1% -7,918 -50.1% +7,875 +50.0% +7,875 +50.0% 2 Staphylococcus aureus -3,865 -24.4% -11,783 -74.5% +3,897 +24.8% +11,772 +74.8% 3 Streptococcus pneumoniae -2,458 -15.5% -14,241 -90.1% +2,400 +15.2% +14,172 +90.0% 4 Klebsiella pneumoniae -1,573 -9.9% -15,814 +1,566 +10.0% +15,738 100.0% @@ -971,7 +971,7 @@ Longest: 24

Resistance percentages

The functions portion_R(), portion_RI(), portion_I(), portion_IS() and portion_S() can be used to determine the portion of a specific antimicrobial outcome. They can be used on their own:

data_1st %>% portion_IR(amox)
-#> [1] 0.4762868
+#> [1] 0.4757911

Or can be used in conjuction with group_by() and summarise(), both from the dplyr package:

data_1st %>% 
   group_by(hospital) %>% 
@@ -984,19 +984,19 @@ Longest: 24

Hospital A -0.4752371 +0.4800594 Hospital B -0.4825898 +0.4737983 Hospital C -0.4705631 +0.4763514 Hospital D -0.4711928 +0.4724536 @@ -1014,23 +1014,23 @@ Longest: 24

Hospital A -0.4752371 -4745 +0.4800594 +4714 Hospital B -0.4825898 -5514 +0.4737983 +5534 Hospital C -0.4705631 -2344 +0.4763514 +2368 Hospital D -0.4711928 -3211 +0.4724536 +3122 @@ -1050,27 +1050,27 @@ Longest: 24

Escherichia -0.7346552 -0.8993433 -0.9744885 +0.7283810 +0.9015873 +0.9751111 Klebsiella -0.7406230 -0.9020979 -0.9726637 +0.7311622 +0.9157088 +0.9750958 Staphylococcus -0.7322122 -0.9210867 -0.9785252 +0.7251732 +0.9230177 +0.9799846 Streptococcus -0.7135883 +0.7345833 0.0000000 -0.7135883 +0.7345833 diff --git a/docs/articles/AMR_files/figure-html/plot 1-1.png b/docs/articles/AMR_files/figure-html/plot 1-1.png index f5356f1b70486f7ada79fe2e28c696bff6eeae9c..e2bd8a99a42d138d95814e841e2f7c9b2fe4a253 100644 GIT binary patch literal 35608 zcmeFa2UL|=nl6lGDU<;)0E!4670F^kKtL2wl9F>&5CbYvaxxr5KtYjUK$0LCBuNxR zK?Fn;2?lZw0)pgtpG|eoOy7TcX71dcweG)GyQ+&WJLe} z`!go=R!$$<&&TXvwj399B#^Ui9A9Z@5)@x8!xx#btK|E)#Fx?H3!~F-^!T!E^mjIV zInw!u2)x4{ZuXzp>fk}unp{|he^N*GvnKu1(mbi}bBMYedc{M|b_Ma9*WOD%oz;F^{}fWZfcy54C?sNm-HgduD`0v*jvzrPrKcJlGr522zS3v+*L*mcItOfz;LUZtX3J8<>sh0o7k zI*%V(nCd867*8c1zyIv}xJ#=C>XThsuhF)TOa*BhiC+5hytA`2SwGv4L-H`L<24oU zbRy0M(~Kr!A+Ev2YR%?-o!Le6gOi1mFWu*7vd({sS|xDe@xkP{xH#qT!#j@OmQzxq zr<^%^w%K_gnTLnx>({T9!2*f@@)pZvg}Qor1a;GQQumyBcQ>F5pEmS8+mi0|!rZiG z;u?HXE#F$vR-KHqC*9rM`I!frU%JFgOE{0wQO=w@r=7fXPpJnwuXgwf7Sd5NFMZu7 zAdp-eIWhR%i}9dEqmG7#hGzxd=EzI6RN>9Z&z^`m++=(tbWv+Ur9CUv)6>(*$*Hfe zFDTidhAZ6FX0pj4L}DN%f5`k><^{XdYme@K(dMLn%)Ic~QQRo|#x)yG&iTbiTg)y6 z1%)R1l@(0BrRzCZh0Haw2Gb&#ce+1$YqD3F=heCx3N730Q5x;@Ym;9cO>|Sy?NG{zh+#)#>U2aC+)bpnwlE<8oan^xk%K3 z&cy@rbN94VR8%HZFbM6^=H}*1yi0RHL3+XXt9J~icNSO7k8fFg)Vraf1_d3*V|YVq zU%E`{W}FQY5aj0m^5U|7oviXnMP+4W84WRqA%5ZV>xV)D0s?fty>J+AE+{C-W2Xri};ClKVX!y zu&^*PGK#;nJuRm9lPrg!_{$f#MFn|z`A~fYB_*ZPr%zWI{2>(S*m5T-YJ2w0nR0an zYDtH+GS9e{IJ@!>mJXg31v__R~_?ar6_Fj1%$O?jIC`iyr7360mP zE3c&#jMXS|R%YXG9Y@+3U%$GxJW*>i9&(&EtJ15zrf+Y5dMexEK0C;{TK4v)dx3#t zL;1r>;fE#m%35QJca-^8S62^z%epw+{4&vC>4lOerHX|Ek%C2Yqrv(X@~+KTi?}a5 z2ou^u#@D4R#^P8G?G^WToqQx}d$!DP>u}NHLcpDZxzS37!&9fk*{k2Z!}Kr3vRk!! zbw+ynTYrw07ni@QNoXaE7I$@a*7gif&;{PRckhd#+3duiclK}6Zuf(OgTMTA{M#C} z!R7bvo}S?^X-`wUmUmUYe}6(j!KbVP<<3rmdEuCrmX;yIvh(ly$9FwFcI;S;(M7fN z=~;bTktuh-~;<8~6L5q;^Vap2)FM#1+!` zZ9Dt#R(1)I);;OxLuabhSJ51Kb86*3v^D&WlFZ^?8Tc4l*)jVw{K~0!SXjpA0 z@jK17fcLGK?*B=*EI76zqGtPyjZf?RMjDy}2LJx!_&@H@sj7wyGzu60w@aeAx+7%s z|7BnQ2R(y^xD?utr($Aa>c$!4G*3P{5I;bveQ@)NKw!-&3yT}Mj1}f`!r2r<#mo|u zv=Z8En$}y}TSW|NYH9)kPTUo}9vvIoFwSUxLOPFG;ldu_>|z5tGok3m-|wby>aAZU z%g=1Pn#Pa&H@`QW!otGr{te^YaS~XaT}% zQMda+OywRS*W&h+lBf5NhDHCN;p1v07x!NRV*mWa{|R{eKRK$TqFj{*46e(lKK%H} zlb7eJ!+?1U-Dc@I4vX*D(Q%i{;%mBDZJa7?{Ld;&_h0q;mI4db6@fg;65|@VLY4(1 zZ}H0f^c|#Zo6EW}h#0wz*LiQ?dfPFA-iMB7|M}U;{pUV}N_s2+Fs7%c)4N-sk2*U$ z=Xy>2__{%=w$0uD8|Ol;kAHnCeRIw9!eo*0 zeikx|Ykizw(v|_e`S|$EjP>m|DY*qm%P4jBYkrk`{m}>ij4mH6~eE(UW&BW@=;*+$-(c!)IEUJya)0D+8vsmxTse3y65Uj z_JA^6&C~V>iA&PW*d-|`$?R(fgi#yGF5&$Cv9O?+SpKT24*;OxC{>Sy6r*>V2^bg7 z0dJI-m&+?F4>#uiia2@$*QxI5htI#Nr|z-bPq1)mJN09_S!HHsrkdBcY)cL)44J8_ zs;Zh=*RDuBk1Z7H(HkoPK^L-8jf)PCoc{je@|J^_9tc|+0doQq=-cu+#`NpUcY_~@VERWSBwFW(QM~^<=4yVV=-W7JKx=l4Yg6ow;z0T;6gec zM2NBbbXSP6QGw&g4M3jz;d9ZA2OClhXFp0a1PK(4*X#2M9gIq8JSP;zT9c)sa3eQ& zZMPJ6BBiMjwfEC{0OiFiq;if6w|)VMCb}~%d30y|ni+=E9r1aMe8(Z5ARl%c`#tZv|gtFRAcl5K?3|h!F zNb#)g?mqZnb!5`bE4Eu|vSb4FX{==8iyq$w6%e5ULH`v($1Hs0<>#OK-m<_fHC3No zs5z3cJFhqD{rmTh;+Q^*FWb)%0+;S!f2&nW%9?Yiw$6Q1(%$T9z6<>Tq?G`pWZ58zaA~( zx@`6`zTs|Xg?Qt+LoqXYndjH}mV$I)BnAix4HnojJ-m;R2?Hh4{lHX;E;lz9G$rQx z?UIG3vK($#V(d4ak zeW@>t7voBLHl2}r!uc@2Fs2}FA^H?{{}BC!w_7YPH5Z6dts*v%<#I?HQ=IYjt#v!F z7MtBBoBBS-vM@8>WPD-KbjW>fYHn^W#V|iufejO3uk%>%cgv!ejnBH@KinWC^6UM6 zhRlSn4u8qQ4nHyG-3B?PWqvZ{C_!Paqva?`HyLLphmD7PwaH?diC7paUMJOC8~>TX zW9khphpSb8Z9I^%`QM;+td@jPOhaMIW`m&@PZPCM7v_Fdzd70vThcLtVk4mcf}eW# z(W6I!ftg@VC6V`)4)w)K&R@7=$b^qk`P^^!YTZ(`_s2kRA2?-u} zVCt9K{pjN1xu0*w2O2C}3MC{Zi!>9p4D+sR7I*yF7aJb-C6?$wapCiwpP%>d+jo!B;X9~0KBBQH@OcV-}(%T*u7zro^yzq#PQ zRg%7PEEpRyMDp7E%~$8Kziu1%)zu|H^MO@cFm#Y3clO@+n+_KoN0U{SX--4ay63Nd zvtNXjZqXFT@9K_+e+vLJWLD5D_%nIX(5y52C(6fD_&*Z4{wGnuKUk0Z2VLsF#qHZ8 z8=sHwBou(a#3CVZPaXp*Kg=)kI4xIKch&Wdd}G@Me8 zocil-S@r67hcPmX2H!YT)ky(9W6>&z0MZ_5{CuRWyQoaLyn=oy>&VcO1FF04kn z;@>dytor!a%W+pT{^ILNv7AMRIt1J|Ha7ON`WRmq@3`K5ZDY6b>#KL42Rwq7=0(3XC8yn|t1=`c zY4L;DFjyhPM3IpWs6K3br@uTu?LF#KaBC-SYT}FOxiF`*07YPnha84n=f@jTbu*q_ zs*-*&QNfpL0Eh%V_7ahage~3My}6pL-mE2pmS*y^m5b9o;Vt&xFGF6l1V-z4d*?BJ zsDdZfz+-+q_2q<~s_Lg}DJ;B8;yGJn@NUDIh1p>*#+1UDenu&@Din8CsRyFA-RN;Z z)#B_$K!4Q|lZ`A!j;HZ<)6>%cevYH%T(e_+Xphw!wJ`yJE=yM%p}z(!YOe6g^H^M1 zy*sD1KQYyPAUXS>Wpe?V4$#Wsv5!Pp<^I}48N{$*e1Li1VeTAWocjfk2xyj~mu22w z;!T9o_$t{1$tg$i!xoJ>=)mrcIo87kzdm4OHC0re1IYm*wnlofALZ{9^FN}s1%?(<5 zJeF{o=>7E6H0{g6{H*L9)+_)JnJn-X=8YRSo@1;Q|8?T%AD?5DQ(IL$rYns#ln2fVnGd(dY;u9%5+!HR_lzZ;c$r`524g*z47TRK|tDmW4r&#Yqnq zK_hX8p+>QxoTt!Dp$t1TT9-X>Xx23-nz>Ol-Tl}yfA9q!o$%#vV`%t&KfY#!>^989 zjP>GhpGvRXt@u9V+9Q+ufZDBcfw(7t>6?rn4$uC0>VNoK5(IC zt#G5&-OoMmAKHFCDcl6$1D#dXrrD{-uD`ag0kXW`Rxx&`&U?lf2qBSgF^VBZ7%_i| z2_0*P<+SwTSdP_V!v)u`U+0)>1(^AHbR=^5^nmf=3=r1N58!0lzP~(y+1yHQt-}l6 zmzPgtIK`l1Zcq}5oH2FpiwPlC1EUmBx3SA$7Vc#u2kV|wuK+6`L<9A!&HHUDUIYBl zDmR9Y>+bHp$++IdcNZ4Oy&bYQ83BfZbza(RYsz<6?BH0`;Z@JUFu{Icm6H4MQS}D6 z-!7$4orHYbY6*w2-cJ-N6Q5QAe#GliXPC>-ACv=lFrbz(XO*uE)DHrdNz+9>fBv&@ zb|~@QUanm?@Iio=31{+DlK?GuS*zSwnnm}x)9#-K6ca4?`8uGh!NB(9c3F{kT2Cod zTvl)sH443ha2LABx7op)V47g*R0MPV2B3)vXaAF#%xH+DjIZxfr2Ql&zN9myfNU}g z=xId9`%D49w>b4YVSN4YT-fv-OV_6}YhP3TtSTR1$pk+bwfbrn67%d?uy`$`e2lRK zbq^jJupFNrM|#qI!P}~#bgcEZw8VK3=Cv^UEK4S%80dbqr_|3@|A)5 z6i!agdoo~*XTdKtIWE#ssAxc(heNI3ZmzquidT*pVrwD_D=!yyTwTiKcc?#Zc^yx)Z|B|Q ztude1HaIFO3dG{TNG=p(+IZ0mHPLNvyc#MZ=-ak!xwR|c zku-0L{kxZPd^)i!^KY=8CUDN`j8n%QVK8Ftdyi6!7G@+DM*QDMg!yp04`1Se^#S!; zf2ybE!Hstn6$-9|=3ndI$f59lRlMK9%ine$#!QTSbn@tmC9921cYVIsTa&b+xh_Fk zy$k7(_7|u87rA+PABj7SUe0dPs$x%+^gTV&Uh3VDA2{0VGR%2!mHZ_OXGT(u+TUPd zS0vvJ4==jXSF<#wfrWi46AwdNN0(|5=I7paOe85tk? z*cwNQFP7mXivEc(@o6kUJE09esN*{icXoAYCVLX10~Nx|IC}Kw8wRe!p>7jjX)Pnc zIk-ZtUMFZK8lm`COD-1RJ2AZC)1CLh&lo775ajDPT=8kNYc@T%YI}|H&2N}j>#GsB z0&p6Ge>Yw|7N(aVbr0Iq4Gl#Fg*^Bh(sbeOGkxGYhE+;pS9)9G6s2MqByBq1VI~HPXW~_9re!x7;eL9| zb#OGiYu&Kl7!GjS|C8Fy>O(m&)(7`v(#Gb@P=X7Z>%Tf=&w7i49j^#(&T+V^9NygsxLJV5i> zxKE^t`Mlq|8U01~+!H1#$JxPbu$Xz&c(d{V&R;#%MZZ3XDdU|=T$G1$I{fhb>)y3` zt=VjY^61G}pQLMxuGRv(lUOt^!!NU8wqVANB_yWwW1*E6Efd+Ps6je^=_oq6pfS6Y z$o$x6JOYoO74vw?U(z~y029y@8$A~1;g6)+6rnQ~O+)3vxOkvow#+t9`cw+$b_T?T zyXS2exV=Sq2n`t6qNk_ov39z+fWT!80D3^G+>SJzAGtkY`RzV@MviTss3xQibNcUs zLD(%^#FO79XSdP=c4GFWucHn{vrR)y`HOQsl8e*T9x3lcBF&c+e7}vQVpZ7U)wybHiv~$^uLi0|-4}tC; zuf=61X_#m8_^26N9jR1W$$HS;z<~>(4}x4ep^N5U=~El2Z*4VUay_>%DCquu^~Wuj zGbHDV^ac`F4zkULo2~v{;NU*!A3ampKQ8t4wekCkg!y|KE!5T7Y|nzXyuZQvDfU3% zWQ4PV;)OlR7jFHy(cjQV5sHo-+f)Ak!O}j)>Z`0o9{f+*@c#vT{igv#bM>1#(T-G9 zyq3$s_m!8Af3xg}G-oSTuirM9aB1H?RK1pS=eQMIT~1F+rs01p*YNLL(6-kQJ%Hl7 ztHX^gw?x|$*i5s%75LQgM_L(~xRV17f&u~p%)a9QBxmz;hVlkLjrf@#A9i!DdSRfA z5Wr^N(i9ZvJa)RQNMhdL>ZE~0%G?2%*b65ne|+7KXI#=F%kFdrGsP=4^^qOsJiecS zg>S|nfp$rut`;nKUQc^$>ynZnbHtZffM6Sx*YV8HO8V(%$_*WwG&2Szfji+aLsT`h zuoxOhEh>a|XzC~W>}mJod-4UGdX6F+X>zP-O%JR{gk=E-wN1vJ}!gNpGB zxYQ5pF3NYeITpj6Y)PllPR7?{!WzAF23L_lYC)*^n1FtcRU2BF-3QU0=x5L1PRFe! z@sg`MAQlh&NjKgB4*0QcUU=vbXjiK$3n~Qs!4Ju`-B-{8Zw^=hrD|$sAeD<3%dPv{ z#Z;m%!rb>~mq6v$cyZ4#-~P@P;S}vuBS@wfzh(Bxb3GY*+%mUISU5Z9HIN&)B&u&A zq@Vz<-Oz@FgoJo_;&bw?S|yHF8iud;FFW`C!AR4vdp6z*35db(*&GMXe*|XF07$;! zDw(L2%nE=C;rEdJj|UKz9zGO3|B=w&(vFe#Ll^6lyh}~+LUepH{i)C43;4vs@np-b z(JTq_1RGdIyNrF3?HHN55c{MaIG!&hCknz4YU3v~MS6|J!R(fymZC*KpLz@p5aWu~ z%&t9RElwzTD3r~y%HilhXV090hUq%h=GA})2?<_hv=Q2K6mlHdP4?eO@yC>5M_2?` zJcAo*$afePx>&!nf3Cq}zJVt;G~K4F0{tgba(edb7%^*u2m@?|>>dJ?wJK--t znVZZTNZGR2M8^8}!Lebad) zVnlmFH_(fF@1Xw72%rA}nB16driea z1BMSFW&nfcMy5Tw{cfG-r+^YkU$caP-dTH;#YbdtT^l@+;dr#y z^tg@9C_Elx=e`)3HfYjTXoFsi$Nkw~q7;C?LCzPIkeG)WASW*`+Ift)5mc+<6)YP= zl62Cx-|KiED*7wGW!{3HSuqfezWwGF3lS`PhMI49P=`;wy4ns&8t`TTe1~=6;abky zoAz$!6lu#Lr%>6WFV6`tB~JG-K0l5C@PKi@;$Zsza>A1areOGDTmA-&4{7*$% z=_qqQy(9~!+I^89ySa9YJ>&o{M#8Gvbvj!sEMAS^A>L$Mm~UB}N6|QYOplvWQgYFg z#b}DqTolIz)SQ=)Fvw$Od<|TqZ4isO<;}F0lgk>4Ggp}7cAapWsioH7XMiOahVh+h zC~}W|_RI(aOrfG`M>l3vd~hIh{Ah*4;J2Wu5%ls^6i}|GmmYIHxuQl#f%$Z%4eYQ1 z`Y?F97=TexXMiFeis3!qZv{@jur5D8mG#F0V`154|FyTJ$OD&a)?DC30%|K*46J&d zI1r5hbHN=2XM?Z0!et&k`=AOksn8*?05s3EFeXSZ6{Sw+nZ8(DOC6jmC_F`Hrt7qg zw@N(#gds#B{hZmEGl9JF3JQnhoJN#Fy+eXB;ig@BEW6cC!`jmXxjZD)6kHdGmsjlT z+~&yw3s2#tq!}I%g$jJ4`TU*tuV5jh;aU0C}?{tnxTjdXMJpEclWcHm{NsJB37s9B9UL~WZzI1@`c)7 zDOkksavqbml*vZ|B0Wf_)OOD4PyX&#eum^S^W`s-rHfojO$7)(O^zT~9#9i7GZX~6 z$bBA?Nl<7gTgCe(In4IWV53v#Qqmx~0An7~30LD=O4`WARil}rQqxm1(Q^$q!)I7S z5ufROD)hzFg!T>^SD-{7_Ycr5>+=4(M30%z;WrtdDLsK9*n%qD2${+2hY1iQsWb>; zxqZ738^o`iF?oY>}78ZqxX6%U7-;W)ar4f%P$yvodt2ff3Mq1mOU_6)xP183d7k_ zmyTp6%qHfdo|vSPke_G=Tt-%pMY@O_2%r6$Qf_}jq7>aCDFQW$f*49ZSlio{KYR8k zm^%f2rMr0L`{is;My(_rRfEylmc_y|Bnp`V9pTN*wX_$0VrCfS+h3+T4O^Br!L~}M zfyx->+#io3SpQCw%1HV$8bPu_ZaQ8=mOQ2c5PLcr1kAA^h@c9WvPS@QT0n9ECrHVL zCEs2GjAVpfK;Q6!6gI^F8-2Sw2e?-zpM-uFAU_=@n>tQ z+u+5Z8J{>-Qk#$bzLA-^d+sxawo)KIu%zJjwdJ(It|8_;xO;-SAclp3ZkykpH_o(d zaR+6@vhFG83NJWY^$0T)g=YN4cMH_d$@M#cJS$1D@h=+&R8Z5`7KhpbRrUvf&k$;# z%@*U#^Pm2L9e36T1qOtL9R?o7(siHx-m;sUTc^;~$=!Y7)wSh#!)BWngU85K&f$UH z-YNzO*xwMy5%EE?WU=zsZap-1B$f?Npmg}@N$S?x>vRP%XMq&(_m@DE!LOl&VLZfK zr+%gja_}|;@~D%CXT#9s*l`Dvl6{pu5mX*5y@#N_L^LUpgsn3eog3{e_cCw^xOXoN z^)Z0c+u=!|5Yh)ellYc3CJkqIWMB}G19Xc(m$+lT%w`R-fsN^7M+Ve=AT1eMmoj16 zmtNzgj!qmosjM81`~-3t3PBv5ej2BR)f3_iY1vYtFqe35=ooQCp+gtUN0)wxQXMYo zfgeWtnCVh9FeTObjsi^l`zPbmc z=S+D3qtuB0_4SBsG@%SywQ?HW>m_z)+|h9d?+R2Vq&G~{bbz`PxAuQ}T81{4o{_=# zr4|x_Wo}n+XlN)v8d@F$>j4s2_DU7Qt0RKzTCVO$yJ!K4@pDa$!d7!2AUdM2gX(#Q z?Br;KoUnld8vG038BBoj!S4<~zNB$FuqPJ};SH|pX~EV0w@KrewLvPtAYv9cnaCJm#n}U~nUsS@{CO z79UnNs4WYtS>;n|vbN9q(21qb{k3{G5#E7?!l7ZpzF`+KuLZu<$+8F2VUyy<9~W-q zV@4=QZ>$m^brg>p5d%yO7lA8S3N&mML63`7b#$hX(0CCS*BgCbi4~YX{waP6MaK~- zbst5dGXec{LT7U9kB{YjOuw_cl2gksFda*UQ3~j}ZhOz)1~U>{3;|Rt4WralRPH{0 ztnb;Tc~XYuO>MXKm7J}udU_p-nc%~FzxVfvJAwzG(H8!s=5 z6~A6)FZ3Gp?2(cUX8uYK_C!Lq{sG5lkt}7>jDq@!+5ZOxP@}u6D@cKP{g&(OU}>7o zqx-E*5a=1tM?hN=!GMb3p3crdF%D_~YmIj2-*Z6QM;uMI&}X;aT^jY=tF2YSEo&$T zU{8SG?zZFR;_3l7GHm}vypBfOY5}kZ*ff}ZYboMDGN3RC8peMwcAZdc@^3>Q%w)yW z&}Uavwd$mwk*90JgR%cw$_nd6nZIijp70w6$xv=Kv}^Qt2zP248e?#EcAoXnPywGn z1ImN=2{9@j_@J~4UCOY)(VFgb>#J)}QAG*_yY2`#e<^UXrHee1Q8$cb9Jfev^;7wh zb!{{Om9vVgRNOEr(w2}+_+hsScEH~dDLSx{7`5BPV))rwOrd(NX3?^@B3lm>6r4dk z(5#GfbT&zS0r#C6>G<{Q7u-9&eK+YSNR*fYB4@X_yI7Y4KJ1u>!*M4#47; z0P4qiL$`qD!Vg-* zE6G=-> z2Yio&1Fwl8g1*j?{%t9)!m63RbH@(TUg#`d^b%}M5HM6VbaWmZbg=hfbu` zDz1^84X9`}rC@PkHm0JdIy`(zWoUv8ooO}Y!S8qt4cjiV3z^~EU0bO@C7Pb(cGg4fYt8glafVLbb- zVV5$3a-*G%jg7UnwGgn_;?82};aU>+isJ{bN+&A3QcVKN6%rzC@+xoQ*m{y$x;k^5 zkhcGAzt&thf{SP<)4zHezIoTu{fX3E!RxStLUJG};~QEaY#ju=kUy08`D!^BMe4l? z6xdl1b7C~(Au7ttUuZ6vCNe;srZ!P3&`pJEN-5Ad+=#_W9>}*ozm?DQEQ!4z!Au@H z5rka*N=-2AP52a0Ot_S@?{@f;eNJQ-icJTG4?~%{2s4&x<3=hYQfvSMPeMXMo{&Eh zaOA*siI=0_GNV;x@ctV4L}IF70Ka4Uy=iJVN>nI(7GeI$Pvq|GA#taO!taPD!omkR zo`+2I1BokqI)3Ewp3_7df%bxatp4OJY1oT1sf&mbvY`TEQ%^qhatMYN_+f1FAQl~5 z@q?GX?17a2C@*+s7}>&kz(3+TC)X=QA74_qRa)$Z8l5m$_=j)zg|F#dCAGK@0FAIRmg`VnV=1F~&wIyVPa$`}Y%}xIZ7y zCZO+lnxf##15_1wgjqD(1qFw(ziAbPP{x>=I{}bDMc@{xd5$=`f)%1tSir)?Xp#*+ zi79#J*ohO9uoVhwn$9Kse^Mx59+BY)4z@?cVWCgi0|`Xll!KUiI{XuGftG3z$879K zM;WA5P+;_(8!Oimrv`xwlhpx#%A3o_b6lrK0S$8SoFUe15wU6|6d~?8N*RQa7pM^z zE?fYcd;l^X&s@>OcYxi$`oZ1~q7Iq(2LRFly7gk+f5i+rs+82)rM_dyS-F+aUeqiM z^>kHi^~3!=z*cK0jaNRO3_7$I0|2-FG4_DbMdEYu?o%MA;L=2p!?4angyYxrfV3st z;%a;PbQ^-GD2s*AW#-}F7^A*G_Y04+!oE2KN$Lm<0ER3AF-BTqm#TY>JQwF-LKTRY zsH}{a&J(IaDh2aS5^Emo`wUnb&rWhKL})_`Bg+@$J{xg@VTiLC=c+BRBM@d;7VJd4 zJN5&0pu-kG-e1CTW`waoO_;*yZIXiYL);@`*x(H?6ccD!#L8XFqj#FFrCXW}Q6v`C zwrD#1p(8PYe*Sdo{Ufg#pY1txZCgbz&Gv|6YzHIVUVNgjU+`iqAuE|Fw!iwt z3xiDUOr0agcGH=tuJXBcgsC`k&AQ)z4|HO`f48&1BQ$$DTK+1{L;D$V56*!fFK@bO z+1nI;bs1#zlU$hEp+8BnPCg1{29v-}M~t3b+_5HF9-i&!`-l5c4s&q5q}M{;1I-X_ zy7C$QSpUi_Da>F5;GkmmKc?n~JvgM`4d+B1ph2_J@HQ57#9&5NO|p z5cwYz!WscfX*UlOHI@XYz<{8O7(vt_lGu2Iu_dS`;z5YA^Om-+|G4Sbi|WhLUud|n-|FDM5ss_uGjlDBE_`qj;+rgTM#+`AftUg zWd8>dQ@rzZ$iqgET4ZRH#M#65nJN6SWh)XIP_osn9)Mu50~6D=A$WZ8(;%iLnZOO$ zmrDYwGhUK&k-$nwB!8%=U=_7FWAZWp*oABtMc4os7UIvuwMRzKhoZbe@+XFx#EKZk z`|D<*ZPfxTN!u^k zcU5+kKyDX#A%u(~AdPt10~3-=33}Q~sV>R6Hip$f#C`z3R5JN=XMM$o4`GMw`oYZr zrJ#W``Ilk)95P){azEV}h8cXl;#5z0C}PtFK|8+VoCK#ZcM{;k?Km* zNdj~BP9;bM%k+AxJNz#S70Lp!9|SW^xBpH8K&yg?j_9cXW~p`QGwnW<7YG$82!Qn} z>c6aJYc`qojv2B!L-Hz?7sts|A67UQ zC{84ZLy$ejaxLotvgemJ$Np(8=l1A1u`6+zOLE<(yK*GWZw*1c0Qkn+h0pIT+SY@( z&adaf1*VOF)Yeem!`|W67wkVW`E6&|!GK$)t7d=?RQuhydG|IWI1wnV&$jkY9D+^7 zMowKp5NM1Lse;LNPp71fyDmxh*EL#p2=i!4&d8@I|E#Xan*q&-Y*>*GNHKdOga#4*x+s*7SE*xQ{I@=8D~Xe2M4^AUc+H33cec zBr$ZulK4L1j_uwEL5xr?qO4f~*ZdkCO+joD88TCBV1^jx9fC?M3CvB5e^2{9RB=R6 zSfwB{w?c4Py?bXGIv^=0Sq(;F1#R<+CVM|bF`Skczip3vH-=X(5YmDvSdwBezi9eR zdPT$)SFUBno^@pW)PEMIpgxky2t7-a-YsG$|2~ApRldH&B2|x7T1$C%;HV|m?@|^3 zfT8X7{tw)F#Uzjcqj3A;cOo+aPxXEaJ_c!$m~I#-1mrmgq5!NQ^g}{IA}#Q^$@~X6 zaEF0MR!p*D&f&ouBe;mgln4ArG)HlE;EyWcO=&t=*VCma$XJs=M=4>w)y3ZVgvnr(c}X(Tn*oxAXd*Jzg~w@aPdN*e}Sk5IzLyb_P6}S%v|c%R8I* zKSSAstsCw(p$i)l3yo-;C9Ae-tlaA#!?S}_lxkD`o<7-%m=7+D`9ygJ zwLDY0@5{X4s`hkrxcrk#e}bCP_#xwrLNODuUHx1M9tB9X=* zIrqFqOK$ql*uyJKAAp5IFrxziTgMSdz1T4HG4c&`;(Ux>jd?qHwpd9zm#}VQG|!bj z60tVnXU@l=0=#)U7IPP-$|T8V4`i86ie_pivwg#*w{oMVn1U{xaD5US`~t85`)CBQ z)e3P8kgXy(jQ;5hXc>q`>>e2>s~2%t4l~cLZXdoBVoQ>^=2#2>>wYTXSwSwbQ;YLZ zo(up*hzSg=8e*rvG_tp@D(=qhgfeA}tz6(X#4$wZ07VLXiL9VkSC=8dAzm?4=Fd?C zDGiv&ixEqI0xm@G@zlyU8~Z+g+Mc=72XsW(x?6>EJl#?VfV>=+6yuKkR^ujcH$7CNZ=0o4MqAUiQ-#3aya)! zN^L3Y7(sD2f}{a{ss!I1KWPE45PBK&H+~O#2$*qT3}m}Ba4yJexKsB-z___8cxp%x zVYm^gL+sdeaTIhZ_|vHsM14@rLh1wWh}%b)=hyjuCu|Z#7zNCw4pW9m$f&i%s0D{- z$eai2CqoYwJPg$vspN+ML1rO_2LXcc7fF~M$Rf!rDnd8Vg-t_(n?USLjhLlbP*U7_ zBfUs`7f>kEqRAP64ym>CXa(9yI`_VGldK8&XCcmoAjG_)Wv}&qCAbGLy&8ZRrRmMV zK2V5=2kc&s$)AekKaMWJP6dzE6q30Gr~>&a94?&2M_jp^aC6P(QS5MZL;R5Jc6(y4 zhYOJeH^8LNg2XYsSr#1xDWp({?JW5+12EmC=?IabrUl7KasJeZ4f zaJ3}?>g|V{4X+UW1U+;H1SI^BojJ}p0Z71L^LEa7j+fFRVllF9bdvsEywsmGdLL(qbV5xvZ?)Z~0pBh;BV_6fZ=25buNpycvZ` zM#dbh=#vJ51Pemcy8vtWOK(m^hAZo2>DoxTodlGCxRKGq3}@K1XB*UHk07%?bu~s0LcM+9mugL1PI;TQSt7b4l)*yX#g&8|S^;pF7xrlk)S$@AE)p(H{ zngf3U9dh%*OFGcv=+(ae$Mnw#`GC2qKl3r?ks>Bd7yK|4`$wcF3N{iW4loiCfnQpw zMiSTu0M(0}OCu&Wi_FRHyb**hxlTU1f@x5VW{yeb-TgH1t~sQ zc0#B`0Gt#m)}aLKQ(5&M1pJ=^Cjui8#I=;$!JA(%mN`mh1!&NQ#A`^wEkIz7L$C-Y z5-1eb?ZbB)(L7;&rlI6s20(>c?7bDc4({i$bmNR4RMeAEBvOp~QB+b2!=7!3Q|mo3 z#b*)mVv))jeDS?-e&RbW?lLGhAc8Y;NI(+wqH!h1Xtj-;%-qXgd#>If`T=kj_o3&oCNHd26sC z8=EcGY&pp9Aw#5868!Qn`_)oB%C)o}Zi8o&SP^xD5=P6J?liW!BKl&4yZco8Fh{Ke zHhoo*PaCqu380t20hro%OdN9Iq_1-S4j&Ezf)}F&*4%YIXUrEsVr2%3D`vKLKuK&1 znC~{#uwi&s3jD#UKRZT9O~+qCF6bh8A3y;qIuyH0?))}Z$5>jirCo|H5>3Bl`h$al znluHl3_`;K0_%1pj0aNJvbZqmwRQ_OE90YnWnTb)YagXvXCWCOJOs|b*?At!T_w6m zxGN~fyLE_{AVn)l-Sf9>+z2~7j?hK+^1k?!iSMMp6loPJu9+Bj6XL6g0r84q7_XCh zS6NB6gF~3OMmpX={bi6@lx*?qt4LrJjq~R)M-fUt2-Z@u;5&Ckg5VOxfdQWRO>14%L|(M~sn2 z!yRj#h4%s|3inT=5XmLlIkuCN6A=+Kt9ZZ$J!DW(-PHqvczkAv#fSEe@+5ihac4g2 zu`w7FBNCbi|>*mS?1IX5zc0 zU|R&F{LqjP?cQk~Kry&_VC>YO&hO7pOM|4NJUJn&2r9J|wIUwO28lbUhZ`;?F*i=Z zNX9u&i&!xvMQ{aaoVfvWKLjN;6772#S}}S_ARfg5=vTu{`NF6;*3v44M1d$skolAoBdJ1fX2b!*4w>II>#O?F)hE4-IjuJG720 zDFxuXD;ge%ID7loV=Ef>Obx)J^u6k4@TGPX?+xLhgj=%Dolcqd+5HNYfNrDfrpteT z4V^`CAoB=XH95NqZ4%qWytX%3?1XAHhLrOhUjw$1ERC~D`>Z;Q8SlYG3%Ga`D%lpU zGL5=SZ=|{XD)+=KCV>-|=3XslC}B7S&x^CqqjWtXi84AkK8cPZEIdg!F^`6eJUzq^ zK!VTP`x{a@q_`)%x5)CRT|b^SskL*}>cjMBQ5xW2(^J6vpJAMV52r}<>)kFQmmxHX zWOH{?#s^-VupGheySYbHy@_v+uF3|;yCFKHv72OBqQW_}$;V6okX zj~3SiJ`Hh98N`LHa(iopef#a!&!?*yt3G^Shu{W|Yk~c0Bw~mBfn%5-PsG9+zT$B7l=T9NU0?mg+Xi-1W zH-ovqLbJkybAzGfj%JQ|$v-CNOCSJzV-l)lP&K_IulVot@kWY+InSyTwoX?tlc

LO}?N z?G6zB0u8AMyKH6a@0938ALDqf#=NAJ1vP=)kPg92Qx z0FYk7?YV~I@EjUu6Et=d`eraJTrTo@2GCV*M9(_1kxqD2yh(;;ECaA z3mlSW+?%#*1?O*mfFfq+&XJA0WINUAtx+}mKx9zyt3pKy5=Cp50MAA1)< z1KIpbVk~byOkI+`!G=s}Xz0K;n5Xx{!WN#uh`A@rj?*RI74^40-e4h_? zBNak)2H9Xgbme?nP&M>h3_tWl>-NF`ssBVKG70}PltwZqoA*WIjZm6&a&5X0_BenF z52Kjb@m#!@P7q$p0{F}SV9FPACB6DvrFKPaak8DMfN-gfCSXB#||g5 zl+k-pvVEaLKq8%l4az2LVNlL-T3rq>5}Icz@xl%BCvXeo!ZA%Z}D(G_UUznrFv}nvDF@j<5j08J9{PUGmDS z*S2mtc*=5t^N+wh!Y7oGZYM}!mF~oLUNYmL-dI6~pe;Wi^^S?~RgHBpc5yJ_2jlp_ zDAdtIXaO)_P)}l`X4NW|mY>Et@KrM$UI@|bm_xK0AtS`31hkq9z(^aSjH1s0nvozN z?{iDDNWEhYcyk(VH}r^?z|6#?$6(ecYLml@Al-uhqfstxll}CP&y7?>nz-vQtldyB zi%^uXhT*5{L+`-8@PkN2GT7O1y}JWh zP2*oD)GUkNXBxk6Igfy5-_=cunwnv>x=O^Wgl;+Rq@ZkO^4L{}7K6zeFw;unb2;nxa!roP$w*3|@=SE^cQ1voyo zGCB9wg84UW$RMv|JH@}YGM^(R@<%hvhOF02!ps?CEe~RtKJ<;94zzZ<~?zRBN}uf6$;QetFP{eN~odi3+7GY-FlaIe=zUPlN&oYO|8E{6vb0$KUp>E0GqIPR?Hgng9AtJEnO>9>Xvpv- zlA*m}wR3)TKpcrgEKs2r(7S>5^U(yMb`fV2#XS%wyq@nsBO)lKv>qnPB-!dBE4Cgr zBI1(9#8p#}6QtYy%Q~PMu4UJpFw* zK#o8Qr2Xg%U2y6Z#7gMQ9;k+peRqTI1J}Zp+6rF_V2;GKpi*vZ8UTKH36-Jp>=As* zk%w`$7p)3_i%?|I_6M;QrQI(8N!`VT;YCQ7=*WmN78g5MBFl!bFe$cV7rwRXaUxtG zc)ql0_$UohGMl1-7lkqh~UA^Z8zzZnOt0`pD8*OSN#9eG85!7pj z7QiS4SsTWwLUKO2qSE++>^QPFNlZ)(r@A4%_E8b7G88`W@#Amr)v;moficJwK>vy@R_L1tsVV?*(3m$m_d)etOCh;3K|w*D zzUP8c50|njsP^8@tKb}+Z1)9Za>Jf!v>W)k-yyvDq=*yGLt}lAaH|~uT~!?86(z_S z<{t3)@#BXNbG>y|}0~!z0G#*|H3{JRmRt5koO;?w|^!d%4FAq5ckWc0dpblbxARG-4!@wb;KPD2iQ*4Q* zRzkv4z<>xwyF%|H4-u9HOR_C?03c>%^Jx?+K9kGp6PwGIdW;i$RQg$d&eKs^IlTLs zGcxb;{`#=elxJB+CKV#N<|8Gu63TB00Tuc0&V$)Y)4^jpW{jwTlIy)kkMu@Y?ccwj z14k-=bU;R)IVU-*8(Aq#9}V3NCkY|=dSCf4kCQ%m_D%@}+EzP#+IjDSpmV!R+u0l?@X0|JtsjN1LN+ux{bpKv9Oo zE+r^nkh6#S5j{Mh_I|hpxhlx+L0^d+%`}vdJ0S&4L!_2w135acaP}Kb$i@ z3gqnyg}V#{9O)F)NR;ry*cOasi~JBz<_KsIv@9K~EI*J?ex2vrsLw&W0l8U{J)jd$ zSDu4-H#Z0g?S24BvV}PI;dE;Odx9h*0^(}1v8)Y+@iNkr5V>%2bQ*XL#uGhb9vfTu z%B3Qw9iAWufj`Vm5v@@Q$d5FVfFVkGGU^6`%oqbCGDP~K?|+b7oby`!yUbs+0B9W9 z)apP|8+m2S7(}G#mJW`Kd_xhQEoN~4d4ppv;*>lBF@%S%e-RKIOwtjAR>-rEkyxb} z-_VK|({L{tx&L7I^`GGCpWuoJc7Nx{yaIEkrfa->oSZR)tH76IYVuSw<=52FJhV;o zEWhU2Z80&tTNzE`6Doe4heR`Kc_4~(rgc_Kry*bx_WJ)N(|-v646A+2hGM*q# zr~spDM7AgJZr%RxGA)Yi8+|J|^7%SvaESLm&y4QY;O1sG}yY3_(R+31n@JC%UML;>(BGU($TNr@Gf+6 zNq)t~9^G22u`09Pc^VI+4QkY^!SF%Ald-vf3b{n7ra*wGk9RUD`Dn{q8?-uwUV)oQb zbCH>DeCkynH7AY@ zW4@IphCIbT!?XAygtk2cJWH-el(E^KP^&3smX}Ck^~=e{r1cnfY2ni=1pG}(x@9D- zC!`6pf8ElsTFb82I5;hQ2RrXXuBnLP_#+$`S5P3H5vY&|t=D@$ZuBdi$klzCPT_wS z1*;{s^*$!6jaQ*-tq9Hm!4~ZGQV$T^E*?esC+8+msK|~5nyi&=A&go@6|@wG`hw!B zsnr0Nio<;lCS)5m#Zp^&1DQ5m7SLY&n7)O4*qCN`F9sjV%wLE|Z5=n4tF zyJ<9ayA019_z!{W^l!(!H2<=;0*fl#SIAz;z5X=adIfDzIG;$|oI&x?ojKQ^*4V6| zRe8oc&PoP~hLh4tzWo3H_Y&0c<}FuIB6uHJcXCEwd~e~A5i+trzAV}9iR8b**50e} z7QquhvI@U@=+o9^5eA~;zrsx*J}e!zN*pqHK~Sh^eMS&YKa3MsDO8TdsWP%{g?yK6 zl>}hF$%svP)7UYS5|zKaG`}~>7l&(;J=5^VQ=?{oJ2GwkU(Zigo0?23BiHH!OVEpv zXaZ0ke1_;Zn!>w)sI-PcHnEd4P{|eCd-!k~n_#Gnu;x6F{MNYQ5a9?iMD7}-3XU&d zo*+#i2l3XyAeJ2Ff9DZ@+5-m=rzY4ydg`ighpul+PQx)On6h#ZPfB68<_nB{>hxH_ zt)KnmIiI16E44Vyu7n+sr@0yzhxF+-6LvU(NF=fM)`J7KcR7)f6; zT#+FlR>IJ{kv#gQh=@)0XUU=3YH4GLK4} zSxbaENaw^>s-%PA-pO}XWlELbVV9VJ z&gYM4G@=6J6t_=JJU2zvuOUE0aX2036ec z-yV?Re@26S-IIU);1XEBx?_vYn(yJ^C7j?3l!0is*Q5kSJSZnQr-mHO66K;HZu=|> zMDj3R^t#%#TJ+uNG0G`NIXXA=nO&pju>yLnckZ^_j@gi!*78LjD)&(heOgG z&Kbf2x5_#&yq6(Zl9Q}pB4c*-Si&5DtN9C|TO6--349bkL&CC`270SfG}o>%cG}zyFCG zM?*51$Gqg@-&IvX3_M4+R6sHz87_zyoL>{Ew*1DB4T(1o$Mme3*%PbRe-LYz{2n!_ z;S2KaXXp>?XGq*ndwM1NJE)LSOTVyTs{FYQVu?eDv^<`2M#Ox&3zH%bI_aA>w$3@* zTC8kKj`xcqV4oPfjoE-ew9b7Q9{;?vXZl~QUHLziYrnR8t5?|vl_*0t79m5)OdBghs7OMJj71a`Nv6sY zGHWJ9$V?K-N=rzoD9Mn_bICl;(OU2ypGd0^|XgKxvjoPY_91AJ?4`1#^3o8y9B&V(ej?o*sVFHznY;@l%CEwe}Sm z!S?t}a3|*poDi`Wj26s5Ez!b6BqVD|$T-lxKq9y?*52NJaSGr~AdaZaSUe|CEigX= zCiWSgD(bER^aicskd*=a1!$5Jb_wnPWT$b`BEdux?HGv{z|l{k6HHo}!oQrc92f!< zJ_A6_m=3B9V+fj%?F-2Aat#i1KeZ$1feuUsMVkZjIL=u!5d^QZgY;9HmhX?frV z&`^O7SSIp~ely!YJ&U|~a~wb{jBE=LC>e8gIRxGmUCinc4!`IEOiJ+QT(VbStOO`P zh@$9rSGGN&smbWH-S^-9FE+|(t~IbJu(x!eGc*cRF%KugR0#G^1I^LDD@B~mEy6Jg zmS&y)>#p5Ww@PV4pnG!r%K*Jfw(KD9dRDqHJ(0?Qu zz%Uu;Yd?ez06jjoJ)@;m8Rd*TJ=h?8t{m`1J+bNz+GEBZ{l(@>?;qX^+YlGVWUpDG zaTGGR9*`M>E&qU&ndq`~H1-5;kaOWt2bnw|wfL5Gj1ccFirjP;>>02=AbGlnZx4ez z(hoizOl#xv=p}450{622a0_@MezXbKD9jUH2rQXIEF|8{0+3lfaBnAJvkednf@e_x zVZ|yRYelvZk-$OA9GyqhAvQY3oS;;}p$r4`5i5UYOs$(J`vLnw0L9qMhY z0fTCCg{6Acse_0;^zTuShQd7&-`XFv6z-IfibSkNv;={j;wL zmWrK<>Sb!#+`gvHhNx4*iq|X$c!3_f2oeMu>B{P2F*5caaD5EG<}n7jt=gh^O{pFT zA&di5M!CG1I{>cwg-6V64Yxe|<5suM6JzBIt|!~CLOgl~L}twLErB)x-SRR(MA%De zOVFa80rYRMg+Bc>UAfu+c=YVe9Ln}bL{t_7d6)p1@4xW@sh^Xoh>=H#&p{I^JTlDt zGkfW0->JNX@+7Pnu^FW0pjO?UF>n_hb+(vo%m9pc*TFSq?(r;Gq%)1Uyo`uR}n; zo1`Y8H4N{D=kQUQFe6pBsgbh|aZCu62U++9puqvU&`Ka|>6u8b*1KA!Y{18zLe-02 z{tpBzxI?TJ{=1hM1+A!VEpIlAwS4a;{eI@&M)D#3qpJZ<@*T`?z_uf7igGr6#2UTi z-GO!pG)UB%VdzMQ#sN`j#U(KTM5ZDK2Sc_H5JD@$crG1EndF%scI~3lx%SNBHvFdP zZE*-Os8z<6g&%@V0tkw0>ipr2{38eVOnyUi9Thk}6ZF;#QUS&6|Iz`Z zt@zBlFNo`VnX$eSUfmEL1?|EPV0#iio2{QaBgY)0~$Aa^$(=kC+%|V58{;F zU+ugu`TAPPdr9%5tff-x*O&h7*L-TK!}_lK(Tg=z!+kje-yu6PI7WZh($>1CFh8FN zL&@4lK79TDNq0ne@J$0VvqtRe9Aojs$B(-|??Ytzh*}Ze+1guALRy-Oy5%_IB8FC| z#>W~ymUcVVcK&P1tw=t=Go>%CQcy`^AX?lch9~SVo-=!R{wV1bbuBShRaHfa56$mo z=!8B}JcmO9Hc^8x+l8LW2t?o_=ifJ!7rl6KPw~l;!samrHS;W!20=y$QBqvUrnVvX zE_&YI#-#N~j#}5y*f@i9PhLR*Nc-KYs@^aaNVq-C%X2z?8jxFSFE4tqPGB(l6rEjN zn>KDV7C&M`UXR62Ji8xdJGOoQqIQ@z+`Zs(?XANVf^W8Htc|G#aiX?%H-(avmi7~% zB~b|pRo8ZPP0ezgHV``OP!Zy+x72@6arP1rtZUcec!31~L=zGcN}u;=1+b58ptI;U zXxvjhWA0t@@LBa%I?RNDO)T}KmXe7u=@MVqe^Y2ryT2fp9;FTfJ<)L_R2Fa zDM>TgsHeC0p^C>@M0;RvLGnmvr}}aUGlZXU%r4f$`+@4^{Kh(KL;7osT){<+Ku(NO zC+^2=Z}VlGVZ_hRPY$MdfWxr_1O&vye%^6vijA@j3kz$JySPMi{rJz9d{bBF4uJf* zbLX!+~oH67)l9<0WB_*rhk=5hfa@(0y+;eI*^36 z3TT>`+*ye9-t2JbP}CZ>zOF7ITK}{2mcvJdjD4WkOAUgEo||LgOs&SL>gwv?;9x{_ zXGh22hzMyhv0bfgp}e&gb(x7Z4zk=~JKX{bqW<|hIvxT; z95mqhn#em8KG|C_Bq+eMeDgaqQ?bU?fBES78k{(BLVEcECIQiuG~@KnP8)qbK~d3t z(MizC#mw6L^nU9&!^uhyDF+9K{^rJ-nsYNF)&qPT)F6PWDIy|s^Yd6V0+6jRt(6r* z|4^mArl#g)5AcFiW)~NiE;X6q^B>G8TZG=L3;p`_tJ__D66YR&+cS8-jc5RjCn>BIi>FMZ63D91xPTc9) z^nB)u$i|8LP<}N_ z=BVgs!JPM^wA8e;SvX&1W#xs%MSx&L6=D=&!RoasPP1jF&CO$mUf{8T^EKyDDF=(L zH4_h{+a|xP*+;QU{KT2Jfhm(Fr)U+99gB7{k9R-3`Q02>Dd;gnlb@oC(gDo~g9{hN z@vVNewo2vrCl4^ZXV2%GBWnIkN}_mpc(Adt<(pfWnl{wbL_K)m+$z~g)Jnl^CA2uu zB0bKXi(+g}%K|H^jvADjDth5zo;!8W21rc6Hx^MRqHa;ZXq>1bf*x8}m;-7tQiWoE z{)(3`Uc5qSi~rjpDcJ%*EE*X-JF+JyW#0joaO=*UC&uE%#l>}}-H#l(%`PY_`+WSG ztH?u{VzvrqnJ>)Hg}r|LII+$NWy{4bDdSq%UJS1eGnXK#Qswy-+OvP`L zh7m=#qoV^}2u=k7#nao{d)2B{-NSc)qjc=FBp6rJdgxN{^6?FJb=l&OZm3(;)DV$P zYzU7fxvRmoPu~7pHuo3=r;XCk15RXf>`XG zJDhOCBO@b?jb<>19lui`I5u0IfaBy;RGCx26%$YM+uUV*8T0YJ0d5YJ`cClSAF-ep9vGw z`WRhJ4dXZ-KE9S7?R8^vQ@F#rx;h9-g7%M6d&};V`y(vvYR7dZT*qpnC_jVem`cD|bK6_@ASaa#}Edn6CV= z2XPNU5BQqkSH=l)yl^#WyAi|*_FR@5v-%1CZh5A5sdCaXZcct~K8Ribg~rUnLT>>E zmT7`>4RE(ZMqu~a+S?~n6Cz!G6&ADEoC zkx#|TYFu<>rp?3@t8ixs{C#$$Ub1Evd{ddjG&+A7|0Nd{2 z*x(=whAoQjdx3$02xmZ~J$iHkhJ$|IZ9RK7OCkp_ajk3+PsOz`H9Z}Vbcd+umwXN+ z3!66&0_O;QDea5k^`YSRadOJY#$h`mfZpK+{wNA3kTPUmB${Mc0Pv1Zy1OLO85HGe z|I?SMiftI^1Am7F-w2wbZj#(#+KDyCL3c-9iYn{v+qcDP1U`2*7|%Lh`gwkS)x$l< zvd_|JG@@38A?N9QWyBsiId}9XqbXaP&mq~zk?%MQ{_|%Ss9^o^#~Tp7f`MK}9bq%$ zYe!Q^u>d6F&74gL1(Kqom`MU;W#dwT?QrEM**bHjsL!Bj8odYH9Z9;)30+%-L;sj?##4@mCz}=xEg!X?r!wdK4?ED)XG`B!6 zFi3rTd;s)MsUgb0q$Sv@nua%EN!AGMnW}{r+j)e@s$cR~h zG?Vdz+e zXD4LHL}`(x{rzD$F36L}*{@Z>NO(`NDuGSz*Mz}Xxg$}Q5EI)#RYlNUt2PdTt|lWl zAweTsLsMHDv4Dry6NNIB8Ov>yHo*^t$=s!I;xdEJcrF-YhweED>F;W){oZYA+05zBZGdv=f*1%1Bd4N)r=1xww)8m zKEcRt6J6%edIYsP_R{to^ULBwLP8XZCNr|2T-33kAhYqv|0aA`oYdAG0)Nf)MS*OD zA!hTe0{xH3jeEk-TQu_8fi3WJJTid2w6=B}GM9SEGV<~lQHF(whf{;FTX3p?BRWH9 zyS|hpJig`ta-B@#q;D#O9=~$ACLZr;QAvrqXBS2cYgJIN9Q4x)#mw;o z52mv9AqU>o)g5U~&B~dXrkXdhMB(P77D&-(cYCcdHwqJ z($W$&C^Ym>e|^Zj<>@dEB^a(=vu2$D>>DaxnS4oz;jf}%V>6cf(ZTkTZ31>c*yUSY z-K5M;T!e@8{+}>eINNhOr zg5O$|a{$>aMj0RfE!!&ih4o^1j47hbje%~e%Zf*NRs zOrp_YoMwz6^r^m5O_YeZC!EBq>+cn(>iM<3NpNUrh^(>S%7omBY?gkZ^#PsV(hidz zD#OnYbt??6u+Rh9!SUk{s0j|v&Kxbb#4XW!0t*YBF95KQB^$x*Yegpk5FEyr*YkiIEWu2gt}A1qKe%;^pPVvwVnKf;s^aQJPys*8{)8%97=Tp;=h8eEr%v zH1sz}#FzyT)F%j^1^cYo$95hh&V{NkfB|omyzWkw2nH&R00Tf z+utwS&!#!;!kb(RJ0PH=&YzZ=YADKa@uG#(04i@HALZ}DUc?`(><$?@($H-7BmZ9()H!THL-QMrvcdsf z*NE@UXFT*i$B4H%GauT(e3|Lume@6H>viv!>*g8uQ)^ePiwFpK&YIzDnP_WbGLZ2+ z;o4eE-{yb9BmGQ3{ty425 z8txrhNXa-a%oRk7!T9j2CiO4FUubm0eU{^oE7Hrz*O}aYVZa~1jr_`qKlXoHC4oPD z-muu=51N~NZRC$F8ZXH!6{7xu7h3DqEw_B?;NZ|c>}ncxaq(7ISnWgQTTI0-&V3mf z8R>JE(7e1&?e4?4IA5mo1C1G{E2DC_7(ys}_hviy*HWlWO-%z|GV8|e?w{Sbaig-b z^02EkA76Y*S+Vz<_wOI~Q)t%S+4!#+>fb(Ns+K9^ed&ARwq^w$(|+7uQ(yhKQ%rOB zh>E7_#H&xXT(GtHVw7R^c~_Q9f! z>7E#8SXDn%_Ls-HGE&agKaF|%^eO$)bh*cw+3qw}lRE#Mj`A=*K73z@>wxuv14S+Q z7w(B!>o=5_=40Z;TRj|m)1$m*di9?e>rHYb>`gNi9*$8AWOJ5cmbiba;%?}|ndRen z6cr4$&wah-ixTg#6KS{O*SFoMzOnpzUS1xP+=GJ_M^4~d+FuoT&N3G&>LxkZuUN6- zOQx-;r@pqfc9m^SjnLrg@#y%FLqG0oFS@BLV-UbYSYplSD6+DJV=>s9C4MzEHG;a^ zw`0G)-?+@z*LT=8Pq3q_jemyk`mCI1n5(8tT+L~(2=WH~A~#v=G{wI8Y)yO4lQ!{? z8Y$&+nF-S$c)lq?x3gVc;w!bz+&kaNO?~OtXC)0aRs3oy!c_5X`@Y}v6OK+vWo$Dx zMnighir;dJL+a`_%{k6=6mjv)_p7dIa-TeTl82YKw8MUJL$dA8UAy|->GsRl-Vom? z(|%>E9Gyv~4PI^QFYhm+$S6DaI7U{;Neiq^2g*`|y?=ooL<IHI9xqw(4)l%C?J$;z^QDk%k-#E)s$-$dxs{`8y*UAmaf8ir-GFDYtk zXleGpI_gg{)4w{l|Lq9>14-e()(i6vI?G^c?_17(aC4TSCQUt?9CeoYmFBnL_idQ9 z|4_R7r=N`ENt!EBFNPuv>f{q*MK8#j*U2M;Tq<7kGatWiyWis9v$$ze_BAp~-;Mv2 zr1y`kp%`$(ZbO`aYo*7XW$3LmkbMwj#2!&hSM%<^eecWB?bK?H>WXuR>X=0o7gsv2 zreP5H<@zOFUS7qQ_J@$d6Zg zrMCX~`s!14HG^xrfw`xcRZW6}phw51)~taSUjh~+EXqUpqCK9yzboG2+HvP}lu^S? zk`FT;6wq>t7S4^7__K5jyW*gwKYO;vrb)uF>;3d-x5n+?DZ6&1&pF--4!#R~)D?r& z?#Gnl)T=$C`QYF+WO9}D`1UN7S7ceN+nVIyX_4al#)8Dvv&CJAYB$pxUsv)w zLDV@0-r)(4jncP?i;J@bj`vhOD2a)Zx$prnL`o``zT!iql(?vE(udkL0B0O(g0S|=# zTqk!(LqpV)fB1U+#fujSH5if+urLPlQsVYpKasvK4%lI<(sk+K5|%F+)^(V_@&3BP zsrEq8f~ofQ(m-yHA4S{?Km06SOk;Sm^JAal-lb->2dG@TmS7DiWXc%xdiO)?80tz# z$4&2jHI3zSve)(+$MUiT^6tx8LE{%Pv&rsTXQwYydBkb0-FJ@TnM3KWJs+8=1-0m$s)AOM0>c&rC8EZky60oeW=SW0&suhKkKvvNL1Eju_d1*; zdtu+6*c3|h;NOYc>r0RC$fRkzq3tcckx-id1s(^88)|C)2=boWO8xP~)-$>Nw5jV? zU+l19*SYA$xznYUWb&+Z<|B)48u|qrCTJI973Jx$GvhM5`OAWNRY4YO6SN-aXvk!= zpGG3t3`!KpF1mmjD}VeEQwUZSwjI#29yy~_YD?dQW3EZarOahQ{ax-ViRN<> zaWlrxE!PE>0^UvxeCc-=p7RS6**fjA@k#*Zi_^Yj9fkVDBy+GiH&fxp&3f;#AFmiw zYZxB*j|x!^TBEhfT%uck#@kBXn_M z5AS`sk-}>X&U<_l!_TP+PjKq15y05Ff>MuUKP!o071F0N<+u!)4cEQ^gm>z#)_glI zK%u%yFASG)`!O}*Q4(3mo;TL#k(-RDAz4%g|B^-%q}|aecGYzS-~T2({pPR$pG6TU?kI&Hfgwa&G7YF7EET>#nMnvQsj*Yw@!;^9*vR;yU zsgrGZDNO?1-)bsbp3>5?9veD{e`2sW^;1#-L7k*I2Bj`xvkQ{sM+ zj$>UPSjth|;dEmvz~{2UOZ%ta>(jP!1=Sh5s98OU=O9!%hfD5SLuJPE#{>2?)Jrbr z(h1HfkFAG87HBojM2>ch`AEmn*2F3X8Va)om1WwtnpsD>s|dwfygTHjx?h)0f*~v~ zPkLF|vd+%V&*My1SFIE27_B0$f3Is75Q!;jYG^YSe5vEUAL`+bn=dFb>a_l;be4y} z^|87CAtCcWZ;$QYd;y{QI7BQq#4zLG5dob?JmrhSLEgHB8J8Z0_FsJ@Y#vqIc(>S29CAu zeYpFl;#(63{lu54y1M%OVAIB+GH$nTH_hk!3^JrIr+Ux#lUzdgHLK%#vh9=4nS)2Y zNjQ2LBgDtoo!uR^nsUVXv);RKQS+xqi@v?RHH2?`_|Q0Vpant>$BE-PvgY@Ij#_rxwigC8sh_Jb>jesKkzA%R>3u@K_9{LDD0K=wg(DxcDNSsv$@M z%d#!xTgDxR{4z4~PBhwkVHygUhML;I$Cy{0;pR|eN7~0*p%EDhpRZD6=Us5c@1+47 zp$^67Z4uq#U)B*MGf{sgKC%|j2KutoVAFI?e~L-^DYf3av}Xt6!p(BNKYMpwvM&KC z=!IofJDwx=>*Y=QDMyTAjn&pJeA195iWTje4L3qVKWEu@u!$H)xVHP(nYuJ%y0r}r zvkLot%bAx}CIM-rV0JJU&zX`VNWBpiwa=;NBUADFJG(MLT^F(ebzX0>l}4r_53_dD zo^M@UDdvR>{(MnAP+{?5rn(|PZ+v|0BCg7iB^NYUIjzjhT7dt&KkFIf55L}o%>j7Y z+L&R@?cPH`FWbWVMQOXXmxXhkqKi{yvZo;VB1;+yhlPiWBS&7_B)%;P zz*ZDuDgPx`tovx-oqe9}EBt0YMK3r_d~di!%ZLHT8$34LVcU{tVv`+b-|-sxK6|WM zm0iSG_vS(H3h0c*n1p@Q9~r5h1Kx|1-t3}g(!jBVm&nNE-@o7X0e|gJ$qnc;@cxn6 za2&y58+qOMA;tLu1F^h$mvvkX|Pz z0m4QEQH8JKh0_%eu1i`$n!L45EeD&Te6Qz+h`rFAN1I(*HwTt7^L9sFuz^G~5vtj^*PMNuCZZE~!vsH|LUnJj>OJ;b`XF}iSJ zJT*0c!nnOD+}tah-&~?IMCahu4Lk6Hh=>Ss8ed&rD>YGnB3ZVJ-OTkXUbdD(HZk72 zw>nO>D&~*nwAVSr1VL@ie0ubGh>m$ltYT2a$Gr#1lc)2~S7bS!R{!SaR(ZO2VIr!J z%^IS)WZdVzGJ5mh6u>NrK)Yq6@SN{SH~^)Tg->0$su@9qtRYiz0IQIh_x$+sJr0#J zlT;=SaT{rnROWO(Al8N1*2R5PO-)U^R?o@LZ*H^PI)D$lrLoUQx|zTFk=mwP5(x*E zHj!pXz4CLgVfG_-2Zl!w10-*54N3oONq6kqo11asF_w+bdvOFd$R!Lv;l0er9TgR2 zmLt8+j>=@_))_itGBx%|BRxG`o({BgZ(qU#6$7v!A!G2bn~wwuU2^Szk|{?QA9=p9 z4pZ7EPDjhL6jSz+Ab7m|70&tHyLXM}G`l}UYV7R{VJfak)NyoloUD@z;*u#Bwgt1H zI|k}1wzr81Y|h}68#tpK&=YgK)YWPURMV!}L>xVOSAHP ze_d|K4;)RNJ@m?FZH%w8s7p|Wk5$DgTIj#2sK7xvLl*;vf9A{?#ZJ9VbIN>?AyYpP zCFj1MmQ9vht!eZ#4gqI`m3-j9^A>`OPZ~UV`t%24?JSB(d>T=62ts*xS1Dp0S-2+# zn@uv$-C~tW^%`J;@2!jrm~Ogl^y~s=5g2e0WSYISB;k zWZ9|5k00Y`Z9kG_ha-=;F}{V>>JMJ9j+c~^eKm>LDyu0tsId`N;3h=sMCm$b zHfo;jet4A(v;!tN2Zs?xuOF81KrX(96DYu zFU+R;jlGj!Wk0j3anb|O86zVj3Uzj<(7QZD072dCJoz<&=xJ8OroM0b8<52sF6pVn z_$YV$bBo7l#XZ}CY0RXku<+TMgevoek??@`J2oN)^u|YX$+_aOX2*I*$!fn1=0%~h z5OJ2gQ^^I5!MxEA;L3Gx+WgjRbijA|F@fhf7O&zX!G%Z}2+Qe~Rk2V##>$0Kk(5r9 z7A}+cO;wj{q|%X20wcKONbEymGxzFTn4d-J8b&tsL|PaETSL;-&2ELJWIorClM$BIP`9^y}q`|WpRE|cCyJ45}A-$3r+=j(ha}g-*OGG^)x6SU<49x zH-bswWd0DV?A?%%u|V^=*s;r7KX05vSZ_|!OD2nydwzhVr?Gh1`NS<9)TAAkpu|b& zt{*Vex*1;h`goc`22?hUdwZVTHEnh6xQ2Kji4P{J1LH857{l+C5qlj+zP-gP6Gp0| zqZ5QPJLEZZK}i2`7B-(yi@LFKqaz|K$UHVviNSlXzjy&+QPl$R#i_u@5IEP0^h_r5 z6fJjP=^$VVmZ9Jn_wZrOSDO1VKOx!;fam(nvWc&jeQVue_Hr5RC32|$1rCR$0WlquxiE3H z^f*pPYUWyPsU-@(?gvrtki^NxotYeJ#lAEYu1z*by*tp3kcbagDoT%4uAkrS2Ue$;L*MTO8xh# zpRkroI_u{NMdHRcMD0GKEzKpGgfMUy$QO$Dty?-dzOoC$L1~8HO|IBe`Z2w8Pz7Y3FyN^8zFRmv{r0fuI_dd=nz6#>VgGuWs1-suWKDu^wcaASS0eO$ zedV_}Kjh6w8SDEj#LH_@ba4eC5Xdv;>N=PV!jl%KE4?2*dPMjJU}dzF%V0*G8L0=v zUVVVI0fKt}?wychU@ZbOm8oDfa){HeUiS{EgSTl;0xkP8F*}Msd-m)D_Q}&lWljo} zd%j1B)I(4(2}KzJcA$6LbA@GP7i*#EgCSH(bX+AIqa1mBliXB8rPm9Wp_W)j!dI}X zphD?di0yET-Dj~?xV0$*`g>_ShB->DA~cO<~FY>(u- zJ3~bke71N9xwG$cGQo|gGR79~IPrQ8^HBNzy$4c>xJ}d4#1~s{oT|Nh_Yxxl3_N?E znA(@Ju4WUihsqAuP}a$}!Ik@F&jPa}oJZpwAod3&@s0#4glRQlCCI|!OGNqi*&1KI z6gT{yHjtj8uKDG^}u95@VC%b$gP`;ps*t4F6gf?WD*MYQU%kv8r+#ly!ZYML|V%WigP zJ=cZrX)djvE_BBrboSS!Mw31G_7;3M6L?kp!-t$dVzG@_p!3@| zc&5HX3Rq2PLSj`+J2b6=D$x5~l~ksM{=$X+O|4T06^;4fruE?o-Mc49c43N14sdO_n4DS^VF%XY!T-=FO``qC%hxn?n_E~vdbwq+{@%P2GU5o-t7 zRaMd+!fX-{W)`;-pQs@_|J*e9JZpnEwU3Di7o0g!?tO`PvlmvM`vB*J%)B5r_%abw z8nmF~F(cp*UKMPpaskms|6Rk+f+0AB+KfJZ#UPZV$+LCq0~|U3N)lRxT(uB~JWx3E zpNv1-S|CIH2uX;3kM=jRxhIegu!dwFvHFd9ZjN4FUea6|3Y(^2;lx`Tf3`U%1L{@U@s(>i*30pu7E@5BFwVOth7`|K zxEoPn(DL0vz}RS|Z1f@J6dNkhmRV6TX02z@rgBVyLIJZ7}_>K|g@_wHRl)WfH9N!0g@5SKS!cG z%0tMX%{aakD!4dbi}6mBVvtrJMr>#9*HJl(15b)I_!OvKh;D{+rXm31_ay9(S6whu zQT12_c+<)(nxz)u02k$Blz+YBk09?-sEgCli*8?i*&%4K8XVF3;FBn@l)UK-bI+ga zDs1+e9iUKAx?3MQhb=8)M!c8(V8Ml6o_p6Kf#1W~UrV{lx!1wlIR*2h@jw8e9>8IclE!4><4neRI1 z-jQlm(Pjh$NI*sqUru$vpq75RQXLM#5`Nyp5fb)@nh*(>=m=mGHt%_CJveo+>t10^ zGYXfP1FpqKIFv&q)Bq91SSI`HhM@F$gK#a*b;}M7g($ov1L*4NB3oaH%k5-b!Iq?h z1hX+M!&>ZJe1T`&sVd03L-fSQ`v*!}Tw&u@HzJ*%q z3`U5G{VALW9I{-1g;t=}l0#&-5V@2qXb}>MK$>&uCB}WO052lIJt?_^g6YHXbb12) zkgapvRCyIr^*!KhNH`?-&&|yNBX)OnF>vhefj}lQT9L5|*oDw-P|YA{yV&-RO>-v@ z-6LS9MU8IKMFp`rutn(}om9e#b*`!vpnZVHcVOy6f z?-pD+I7mcTyE{On(cgM;cB{EbM+C(WF!M+mA{*ud7u=9p?>hkMAQZheYE{7%^Ae6EJnmHr~9PY9p?&!!!(^IZ5 zWdGvwux`exYx03`UdrM6#rcuhP|=Qajie5NrM|vl#}*(T>W!N>?Z2GM1S&mw`n0IY z3*l<=DjKo4g_WFtaSpG~=jD&VPDC7BJ!{_1>OY9@@Zr$?_skp@)kMq-<^cAfeVhR- zg@i}T$khZGe5r0TUat8L{*9aUVwnJY-~s~n3D|xVD#Ue&WZTSwj}!oT2@fBG_(|{# zoZK*NyuQBK#G|`P&?OTG5EBtPxLZglS?j^f?07B9+Fl_Ck+p{MGjbg7Gj`uzohX1x zn7znay>nih(hMI@NL}MMU-$7wO>4B}Uwf3#{FO&peJjw)W)K=g(t6Y$P+cH8KP;{A zsIo)3o&(;;j*)%rfjd&SKit_B4@N?p_x|p))LQo>EjXl;V3FHUr@fA=MzZc` zN~w;q+@T~LXom`1HT#bkp%gdI7*#FVUDmtIO@)zPOiT=Jzm8$gSu4ka!1%G3DxxcC z6Apx~mY}Dn_Zm+&XJupK@}3*sdhja0{cf(HR=Zbg8Kr;h*Lq7tt2bMNBB1CX>YucD zb)}^EMoIZiW>V0SgC#npG3X5r)rsqSPeF*p)GLnXN{zhP>OGMj9lE^|wv7lwsd7VO zmK7P(teelyW``YGFqms=W=G9XsNYyRZm~$mxO+}Q<~NPrW!Ts}FTN%;7ji^ZF9+MF z)$254$wejvS+~YqAq>X_so(xR#x+Ol8%kueMT}mW4L3Lc#ZMCUA(Um)MJ{A})`nxx z5BswOnwK6RfrLgPL2z=@EL1`+Im?#3X+?HZ-F8iN^$(;BSJF)?9|SU?aDfFuc!eH^ zE(8OZ-V+NXo%?XinS;s{la-Y`(saO_T)V?#QxQY{W31)cF`vxLvLXI{$7 zl2RRZNkHS=EQflRZLd6WkJC{E1QHbj>|v^kMyjDumq3sm*87l(iu>$9CWd6DsmUZ) zk8n3N+yUJ_*STL``Z68mul(g&Z^5$&Bqy3JR*%KY!MEt%)pzdnSTF%B6+U789Jg|9pEHiS5v!JFZLF zbe4x=X#gG01EgYd!s}(8qx2Hjs>&=^56aNKBCU1mwYb&E61OokC8sY5 ze1k{Ded7CGl+L2(zVXEg4WZZznQj$@6JQ=QLK3B>Cr)Ru9r&So6ly5n-s0ia)YOn? zdl#&rso0=JhT|0u6^+Exq+dA|fmZc&I`E$~3C~nSwa8l}*e(eNf7`D0auM>_X_yMo zr}HH8(6uE7qwo^3LE39>3L?75L04LlN zlEywnV89#);N|2dSM>EDkBkzf3>1(;4G9TB2muNcmmrSUA1^O2Ps(6PT({&|s&PTz2(ZRx>|5*9e1cXtOPwd4 zGW13vm!Xvj+Q(sMjzTy9ye4y7S=X<>$|2T=;uT==B$y3h7&s5GLlQ~#Pw=2-syaXU zrFG#vYAfcmjdfN73Rcu57yh^@pb22*7i{_1U{Jzqo2B;b-8-!$J5xn05x{EDj|884 zU>8-~-mz6c;0)9p6nKTa5`b_~94&%qOFXZ@tGbgMZNKdzMTh$Z@7}!OkFr@0JDaK; z9iX?~>ffMY&BBShjf!L_9&$)LU=x&4LZ{ZFs|*2}xZ5yvHD%?!==Vv16b7;ql5iek z5Y%S;ohXM;z|a+gF08lqWt%5aOGrZtRsxZGPNdZ@<&F(l{O_%=fd~_x{;$HPzsMmt zD%J;;P1bdwh9jEO6N|X>C_bJMIQ+ALxtcC1lEN?W2~h&yIrhE55hR<}nBOt=qpS43 z6R)oldD&k^1yvte*B@<|| zAs0x5*xLSF@B>sJN0gxu2%7W_Y6qLJq1}hQ-S4Aha-p-tqsWMK0xdKT$P^0UB3OSj zj?eTv4`=`~9#cQaXHck6giyc1fjbD{A_V;K6JY4ILnz1?B9Rqz^ULH z-}1a8GN&IZ`_SAuKO^n!>pWrh>VxFHh@plH10Zx{z?f#J&I54mK)bbp-~ed$sAqzB zC6Lc{?c9lp9A5GZ{0>V9;y>@6o|gPs6cCu-IilKF$T=!Xl%C_44qRGUffI+Eh_Ya` ztoH&)7Q3+FM=T1AEZZ35C`9W-2pB|aMIj0jlP4qtqP>FrLG`Kw83y?0DMxDJkVB6o zE%+AW&K6Qr!G<$I{vxu^u~(M~Hbym}5i5qHvk6Hp_?7dIuR4NDQS|0>R3EUQJk%eg zLfFH*hWF;7EifIp8D0P*@qlUqRZQp6;ohnTO0mD=pf5lQ2SbFOJ`Sq6zOfU(LjgFs zV6hFQ!AfAlO+jTyC;G()fwWwKqS-i40ZAMT;@T`Xg@k78G`rn2hkzECOVRuI=+Odf z8VP3kGcZ46Vqag~c*`)A2Z00B6npXu=og3|L(LdUf6Qu!@9d1zh~78tnP8CG667`Z z06C8P*{G7Nhf1*ssd81NV*`R>O54kq5ncRbC{Jxr0=8((2r7BdxY>mh@ltG77Fi8Y zDN)fO0KT(`X)&8IVq$7XppDm@CWKdxw{`l1OV@|UdxlOAsL#^V0n_#&cp>CkSXcni zV>>eyL)p@H>iA+?nBOLQZ}*vMKsZF7CZ|to2*J~xz!K#VKsgW3S?QmiC9%GfPI* z9Z39lXyiZ{I6GZr#xRqhrfTZyE%1ONPdGX_1PnUdXA8Q|hhVaXf{=fo$5fqqk8!D;11DglAiCsOzP4xb59%j%ia8o2IEUT&f>!9k zB+;oSHV_^oUx;dAmLGq^iQ;T)yrvy~<;KX+$C&D$YaqX+*%c|D6hp8T`0Q;^LXm#K;F;eDWfAm06QZ=g%DFvP@obh~w2QE);`f)z$ zQv`ImPJfF7C|a67{Td)dIg83h#kj`s|Gpzv7Z`SH2x62j9Kx^oO&blRo2v zQ0OS*@|Z;hmH7DxF{fB_q5TBv002-*cGq33fhQs{V1$48#89g&G8TzFzUO=4KNQJq zLc0oK3e5j%%#1jY(jSzbTnHTcn zhkN3wJ-3V!m{QsZZu~xy8eESMUfX`s!eX<1C(4(z-it$vo=E;=*CH4JIOgKzIJeJH zubAmi^~S#$q?&nlToY$&;uRBf2ExO~<(s6uci|UlRosO;onI124ArD`Taj zpdH}ErJ~(~paG;$L<>36b7G6>hEizq+%nCflN1u6TUw)T4CzX$U5h)6L=^;kbQYrr z`!v`(()``X$YwxC7(N8k z%*^hniS?EBexfx!`K?FB%R(U4JuNYq^JK@nifPv{BrM;izu!3;@e_6AyUUCo7 zDng>+!g)M;TJI=raIiR%ONcqu*ZU|H8n(+GdHw{70^p_`5EUziAa%R}1tB zqgoLyw{9c70QXN7AGqT+LgW`L7T^iG#j(qh2{^-9K^jy|_J<1KMopY^=3zL{*$v4ABDC6KG$QQ}Z0&kCxCthzNbV+knww{6r0gFFs zi-=;1)~>J(fNZ%G&Ng3quFZzbgiDt0bpAI8DH-fkf>K4df)A!&C+r}37#4v3Ol~9wC zg-&EYp$A3u#2yq2u%d^O5i$pAEVWfN#Oa4;U1E`q&$Hp?N!ClAfO`G@p7_xIFO_%2 z`cYY&2B2?&;1Ur*st-rpd*hIvh@mLgsdp!|1t51A287M>rov2Yu)9yw59T5W6Nn2% z4R3CQ8Zi1H^8x4pv>)O^6)fE0v!kHb6IXYAFoag=JzwYDIdnT~BcGJiERz2KwgiQC z91IF3dGqrP7Sp_dd-+Jac8za`JRUQHOD5p@5`F3=0jZnOGK5d4mWFDh6S*13?o0wdky0e-jfM2mDSlO79{b zNuXPv^LdC2;UXrrC?x<0aXKhKP=fvmew59OS$&D*SU}A%O^+fBz zYhXjqH&NlSn{2XJy?```1DJWV=pvdjPMtnYEF1zk!#61M@JnT&8taBy5^1!_ zvil0h6!9p5u)v6x)^k@Fg|BSH4}_|Sn>P`=u9E{!p+YPqdT!bQ5DY}PTUo_DI4GUB zy#+Sx4c$&mANx-d1c(C;NgFl|q!d(vfdHXxO5c?P^`A#5*G)B>$7HC6@C08+dRf0_ z8$EWyJM7>e2ok8Xs7?1oSPmG~S8FFeWqo3X9#WwCeR zRGtOciG7N7hSq&pUEK_&0+@-IeE~%Jh9GS*6+g*rnW+$OC4)nNOvJjujd43T*x}6q z-tCgaO+TWFvl#Nm{?Xw()nIZkvGJ$=6^(rO0zMuhgH7jBnXr7jk<)&p!pif~XBi?S zSiWjg_)XEY`^p#|OZcvkAR=_YcufkgfLx>8I~)<~3gKe{vGCnPu2VvB9=-7710N^_ zDI7!j5g5!HAa1ZRBl)9+1ci#O2}gJWr?=+7iS_~U*;P7fag(t3QkHm=091wuLhj2! z()MG5*iPEq!6~`bBK?KL+$RSky;)z8LOGxw#J@ZM!qPzploZ(KPJ`hs6;rZ$AKjx* z=|Pqm-}ONP&B-95+f*ZiK{X;J#|;W+J|io-!5Zz2@&Re2ru&Kw__p;Cptb)y z7J9RibwOpMGN?H?8J`E3PoaWX?#8nmbwi?}-#o`u41XhN$##qhVV%|e3^Wf4H8#1P zV0>ZSV2P)`#gQYrPhvS%qBLzsT!o}cOh*BSN6Dc8avxT;1qr@1kX;;fn@+F^00k@a zs?d8*T}>??u6km>k%fiNzcSNzeSS*}q6w_Z{4b=bHwt@Rfg-_BfoM@BNlXLi6hD3P z3wDQ%;_!g@@W{BBxcr@i;aY0-kl5iDS2=X0gf$+T#g`Afy{%hQKC5 zot~J8;}$P4Ie#(z)ixe*=fuUwdt)I9dnU5tg0ooJ%RiPU>q(8#{vZv=FbW-g3#x^9 zbPw*VEDFCl@)M((-WE&#iAT3%ef`&;K;@Ix_^dMms;>&ebnbTVC769B2|1s4-)j_B z%arux+ZRGGqX5FC^w8xlkZqIN#=)W_I$Y(BRH$g)h|3W8M;d0qrJ^OBt=eym5)J5* z?0YfusudE&h0K3kWPBhJgNBQtrtDE%(c}*I48~jwX$6cy^IPLJBJE?We%_rN@GPK# zYmr^W!@C@Ymz??5YuvK?sCJk$R>5dYOHs1QuS}&}X?TKbq^LEu3|f2~&wQ%kPXPa} zyqunb<~gpS0@BL@JSay8@O;Kt0qZ7DSGv!>;|j0-NB)VH0EJ^kWktfUCBha%p<;l< z?+O$KRX&KJp#)EhJ1N}W?B61!Y4o|fiFmG zdSTnz0z`)T-)5U!rCxN5uUgERe0T#Rz2taz>sRPo^hmxNs#kh~3; zC}71P0{vs1_zytT=E(n-#PNPtkzk0^)OVjT3_PN2ffZ3Qvv#tt`NGspVMQt`CU=uv z(h4NNMgzh^4?n=rfLBChPC(->6XN>1YX5@rKNn1rpQ zlTkYGaP^ZHKj*&O2HD2|RUi~qCQvNdrb3Dl*u_zZaYXGxf~S|MMm}9fY{ta$a6=N; zmb6dY0)l6s6}tdbz@o86t?9M4Ac^UL+jID-b`a+HQi$6NB9-^z0w^P~`(W3y_yU`} z#Mp3U$Sp&sbOe3>_^>7@y=3JN+&$D3t!=sNI+NVrDk?@IKNS_-1xK?06;3LS`8F=Q zd-WE7YA_$S1L?@qeZ_?o9SBu0dSRzBRDaz`k`Ykq0OV;vtqSGy5tp*{t|LFV#CmY_{^1U7+bnVv%0boPJYiAo$s=S)bu_zz$a zeB%I!B`$`z0C*S)U`-lkFRoav4&@jN!<*IwnzxITw1`Chon9aBYIGQiM)hJ@H6VA>#y03CV{2b%NfAKLqiza8nTgZ8NN z0R(IH_N?EAKQ=x4tqt%v;X5uhnImuvf{-k-GP?I5*W7}m5qBPT!}tB+&6_uceP5sQ zq`V_BF2?TRebPdJLLCAQX<0p!fZjH49u>q>C9!1$iUHCagUWO&$2}?0CP+eN&L6$VKT!g?cRt;Y)U3i@(_9 zJ^^|s3=In7Wn9S!UA1I|lyB6l;JbGvasMOWrzs8y7IF@qUBHssq|pKZ8O||YZ>kyv zk@5nZ!Xyb{zY}c@yAI1P;G4$Er~ikBU1B3{Br%REd+~vVG2Fx?&a&>KIjhLoxwoB) ztAz?HHpjDx%uQQgD=*|z8X6XQXXX1%aF^CrNmY4!me0Z>56jwC_%r9c*EhP&y zcj{7Fh>wx`A^+4elrr`1s#}y$eo10preyTCLZnVswp>(2Ko5AGwb@tO(I-t|L`465 zAv;S(F{?OR`dI7jIMxrnV>jMc%d4oXUoSll`7$En^Jy=1nx4}Mkf)j4bgaa04H zF_~R`AttJERzNC$zS+Z27g-hghIzBYHS`8ehVQGrPlV}9#D9|Csme$$$g!uKn=TN; zd#kDje$)CTws>R@ChBj!4gbtlwEyp#;lE5X{Xe}m_rHhwFO{(W>E$5WH)kUbKbqT! zAb`RjOi*a9$^cR!WZ-Q9JY>WrMlK;Dk_NUp;5h_JMdF(p?+cBHIAYlW??66e-O^e| zpuNey&;6E4OOByy}$(QJeZg>ZzBkN{;HAgrOZL_D{UeMyTrZL14pI!F`BbDV*t z+B!NIMm}njAav+79VPvIX#&d7wZLuYSz)rv*S$>aLLt5?o9zIrW?*qZOFD`?IbClLKkW z^YzBlJlo3&k4JDNwgIMMBK{0C>M=aPd(xB}cdnH{X&E;obIbKW8!k6J=E4j6pK3tnni)vCmMvL3sqFVbsdyM4fv+9s?@CSd{b~ z(RVUOF35{bMKq5m_5svtkN_K?bD?jf5Kp00OI&K2`vh%YrXfi($suV%v!Ks+LiO-6 z6ZG2X@bK^ur+W4nRHvn=A8|dIf{ZUjk3GY$NFyFZ7h(f}`3PA=Bxi)5yq&Uc3oifN ze-KJvKtYJ>j503Wg7^lcz?j?!@4{i+=ts3fenX$}MNu)ECP23$H0B)y)3mNh7$!;% z;f<&hlPjqKKo*c>1YQ)Q7SIIltoRPpVdXSgB5 zLt)G|azt9eqT=rkMWw~^xrD-gJ#9DkjZctE=_q{hw--y$u+1V1KSWqwF)GHy>50RK zV*LUdLG*h@t}XBV39+TQ7GbY*55LgTRdR~q-4Zt-^Z`4G znC3hO^T#zGwklrDO4{1hQ0e9X6uEkC3PCLr-ZNW|ybjQyQeR#r)TJK9&tEC8Tg&i! z*ul=`plZ#3BNb|BXsDA#dZO7rJE^-Owl@4Ub%DNDO}LC2P^clLYC1H&Cwm=r8f=iLRt@scph=Ag1bk!UFVc*W9{Zjz4|NL=ZBG(x(m zpq``48tz#oRGo37!&=H&5EN7w-hKFBgAE%~LJ%kE6eWJ3<6=g(@8pmJE$f7dg~0FY z+_DP*aezN92oJbU0bZWnxOqoz(-3M97{iM2&8EseMMnE z4=&*BQGqCrr|VwyfKW)B!se(wU;wzx;3g`=;Fr)6d*MryfF`aob=Zh3s+{fw?y&oa z=mgshw?jJjTpKNE6sHe!>aQIDc@#bNqEATZFJ1s4q?i?Ob=p@R^aa_Q~vc(MIn~VkZa2lWV zY!A7+{A!$*+vJ1YAdePo42~l$7B~AG-m07PsW0UEwFSu>KjD>3<%e zn|y6puz!q;{rBen|NrLx8zaeo5-Buz5-VkA38Wb*?dE{{k|9hXdDS4wLn?>5mV4Do zVx|kb(#Ju+A+_x`>Ozo;Cjk|@zI}tAlHAD)59;(=4KH#-(zArGJ@?4Ul$*yfkVcz% z7{#DEL#_l27z6`wgXDvxpNnrMyrRbX&$p-7N?d9z{44mbuFgPy{svL%U2y9aMu!Bd zntAzwEpY-RFolY@y}=I~L06%+H8mEn#9 zU^s{jNOP<6Yd|2#_0R_eYVF1<08MCE;{YZg^{u7=&dcH_r+ic`f`iY zRf!Was2fr~d%GTTiZ2s719ZmXO5{z@5QOSG(1eko7^l4>-UUum?W%k zEnrYCaYvZoW5LZg1b2lA?z&N}9m;SeO;@keZ8sX}ro}n5{&(O@ek=%S)4xQe^V55^ zPCOI*jkrY=CpmC|G-PgunoR9*JsXkGq<fLZz_p|W?6Bu7c}4M-to5z(?6znDr_Z7MqiRj`g6e@ zs>=kAfEh81U*;L)6gUa)L!qL|65DUVX}?yf=?D~dZulExJ0YW&)*e(;Ce6WyFiKQZ zR6OY!+`l8qAT>&&5)QjgrDV-S;5Xjwmgt9TfGb_mg*Lzd64%ldn=Ia?T5jtv$V%)# zLss!`(CbM`+HXC8iMK+Wo+@fHCSTralLEb~b+%{lj`K@d?k-FtT({GV$(x zR7Ihep7I>p_xiu=*Z}Q+7tO{Q{y$r06Rwh5i7Om&+Y{OV)IhJ&EXj`^BDYZF+Xu$g}z#yN#0s0L5#3T|TkN}xibHP4X zHgaugHr8_NrlX*0j1n4h;qp?|zoHUQHGkNW1Y2cFlk}`S_l+gFMjaM~1$1ejf)Bp& zc_Q{F%73}2zxguDS9`k@fhV>o5;@)Vyl&2$QZE_1W`RWOf zc7&+aOO|!mxJ=3MAy+Yxat?0AL*YNMr+`M&t0|Unmw)Jv+0omE3p$UFWINy(Q>dg; zf@&jc^Jf0naI~QB6PK@$n?`Vp9T~w^RAZo4Fp|Kzh;n2i&i62SHE-hvB9JD$RL{wr zhF_M*#Q1?;|JFESk3nNFIAUK48Ts9lrMq&_7EUZ!Uk6;}efm>py{~hArZiV6B*X%AF zJSbmc2FXoW@I9}~e=yRB${exXz^Q|BF%}HdCXU;i@E@de#^`jU9!f`ZA}~VaAcCPF zN({xnNUiZzuxBucilWhcyGlZWc}e`vcdr_`=)FPF6jdhD9|sLg@FP7h?&!%Pg)z23 za)%4KtxwS!RfC)7;~mrHI$!x8`VvNJNo?o=xu^I2Cu-)QqAx#kXtVmClg$|4lBOJok55| zqymi!M++*6ctm$$w$&84!#hwByaV&Dc5v>##G3cVXp-==*!Ev3>i`G7i|zs_d$@ta z9qv6{r=SEUG#ULMm7C&w5Yk=%RpTv_AU?)O);%^FMaLC7 zWGxYRu_Dg5Ax z+2$dy%%0x`Sdrl14XHu7Iy^Xdgsc|=InRYqyX&23n{(|9H9+%cAd)z)o&1X7&*S!0 zgB};-;LP`boa#E}-1Xc0m&+T_{7Dys8s!SvjcomxRIk3ocxG9~&62wdJ#Z}QjyS4G zL|lsSzD{o5rF3f)T#EJ}NdtZbq$qeRANAy`qjQA|4TY$$dXu|OPF{r{m;BH-cwYZU zYgZml_1doO-J}U2gtV7Akp??6?GH!C_9-#86xat3W>5P zGL<4zhBADnbHDn&>s;6Q@0{zbKlYXE*7~jA`@GNdy!Uh8_pdF>oHx7%`vL%CA+>*s z!I`*Er?ldLW9+S4@5}v{I4X#%88G6Ut3+WyY)R0($idZTzJhZx+~`)!M?tmPrNp4Q zrEkysrzk$04b^syS^;~6dy+DTF-as`KR_Px{erVgSnZfV(17@Ihqkzf1INHpX{V76Dur3=QXtc=VENK}SFY+JSS+Ikyv zK?@8AUu0a-9YKNl`wY=&gJ?j4XtpDIOvdGVf}+CSvHhIe1c-3n{UYs)ZrOpvOCXZGL1;pUPUy~>H=7gS%Ey`v{q~wI zJ-AVRv-Q@<8T)ub6JT@(-5=>au~BdrK&>L)bf29}E8d=YXzXe7U?@`IV<~=677MO+MD@Yikz5xsxFA5P%@lo;+y4V<|HTylSAk+#giQ3H82AliZKk zkMWSv01ftmAUwiX(ExK{y`V3ht#N}&1WFZ1z4X(k;ahb8^8*D;-~qOWbmpPo$2*&&7-8Aa z$mxAw(a&7YjAT;5tf#fShh9 z1moxcE#Z?!g!uUNm+%b6gID^G#&V9fiCw64daa$x-S13oUQ*Rr_~2Qa7#DW6qV^TG z+R5LyU#~@~b#G|8K ziG~)kEQGob$RXqeCkRzIC6hh6eG z_w3oT2+_k|9DblYf0hs@njnajz*}3kIF@H7S1vDvvo03ml+)|FzsW)*FR7wj8uIj4 zU)d!vxn4wG;Fr4K9Vqxf!66~ktY7cP+kypIo*Y2{;Ft6*7;O?SmFOU#fisJACt_Wy z7_JQ!!34A@zn4hKu!I76#vNEYcY6_T9j;`QIOL|ygo0;f+mGglygnF2Q^MG*xW z!#?Z`{FkGGJQwkeT+j}jJI9+UIhFoYbcdrjkGIMn7~>I7OcY(mu4jtlXSTmI|Jy*x z<01&6*ee{aeRo(Xx&BwS>y?BnT3b^In?rk)PecnL#VWZEd!i14@V0nA>ZsIA zO%vjn%1UDFLZCr4KD9z>Cw6+?YlN1o0+}? zOexjDvD8%FLRH9Q?~T?#@SvB?N9M;YhV1xRYek_Cn;LQn$5M}mgA5Mxn2%~dq(T{ zz1B`}Ugynhi8r{-S(U_JqZO)i_ITXK(&`rd=r}o7jrIKEbjjq(w4_y0+;XGB!zUwt z8=kB2qFYayIO#PNv(CMxERn!`-6}4LSueDfqDX$aE;WjpIV=%}epA2V^MlllQ zrGg&ji4qSCC~B^@trDhHuWNU^y*8+&`^oW#6=*Kmjom%;3oh>b*OK;;WtEHdw?O)B0(J@|d<48+R?nNn+l$2EPoAs!-4?I03mzWR)6+2MT|$`B8{#O}?pPVHQk-%hM?BfeXbw8^nEf5|MgH!? z9jf14#QSrMf|gWeTpi>B9Ohr25@Cs3zlzNyA}FW^jR#K3$1N-}4Ws}r!Nc+iI$9uT zx``^LtQ7yy$a2nGq4U1>7{f!sApa>RmesHg6DEEE0hnr{^cPQ!#48rYgwv^G6{n5=WpMf ziptk+%eyiA*6{iB=P;7R!LR_?Eyb6jZzq4A6d~P=Ar_JtCxLge3^%b=k^5` z`1DbO+4lCk-4&xUL1Eg-z@wU6gWMmNZ++4~Fu=#l+dnka(bB@r#f97Bfa_EIyENTY zC(9^cnYDcu5WpfKA(5(YYGfpC zUABpj&$I3E^h84_EN6>lUxu|uTvKtl?Ym#31o2VpFVboKc%u8zqn#s(M)!3TKWwSr zDxe(7aG2LUBf{dkW)<6a$ysIJ^XIeXUxPBP6M5f2Dl{adA^$2qh88(7iH2ZA-X(0i zG*|l0*_W%_+}uV4I@;UO44i%%MrCaVZ5@HPZQI@I>S|C1+QuAii}$_5C>sA$dm#cC zk16TxJuxFb$@ZTw)dMTg36-Q`9Q6AFrzWjy+5fV0bR2DZ&tQMwH@~}~tINudlkV+Z zJf9R)(sfsu5vOn=g+o|f-8#|vj|}Wk35kQO6y4{N*VKM~QCj4EJxNAm`0I}!Pm1`b zbh}MI>yFzIq-^`t)|P%FBFxO_W*CbNgq!?Yhxc|X!sEU9I&Sk)iWk>nH26xQv{>Ae2RXw+t zQ5JrXDNWc8_Kky}VcY3qv8x14P<2g>kB<-j*$@y0l)|r>57sIg9X}4LuG&c9BuNtB z_EUqAD$maGJ+6-v<6BX?e+3~rjE#+u=jQL-MihWw+s#(4rA!2xTyxl#{M|eo=BsHX7tvC+{mNL9uuEA~-Q zE0ZaRcFq)p8zZCGpr9b_)bz|uZYpf4?kzB!wMO@JvRAY0X<`u&xKmtQj1CxLe=HlF z-j7eQmuSRN1Yf`I*u4as{l><|qcqyfy1K#c@^Voc?mPUH#4puW_l2KTQB_@-pYL<2 zN2efnF$;Fc#AFI%;PBw!vG3oX=qDZeS+7-nDk(!m2B^8qnW#_|(FJHV65fv4clB#?E-c&gW-hq00O{gd^ zy*h{0%E<8fG5C38L=`r3Ai;LLUvS#E6Cx+bgA!oH6!i2JF&_qf+7os?x8-OZcK9BA zd;>^eZ{FxzTU#3%rW$1=BqTsJOCB9gBsJMD)=?T0RWtM-f}{ShRJ)Zk+5KIJC=K`w z!VuS%wQQX~K0R%XxICf*g; zGWa03sN@Vq9w8wiZf*lZLqmOiVpT*4Bc{YWO>CrmhrrW%R|&pOx0m}r&CbkR+os-C zRaI48{RJ~g+?D)%W>wW`kh#!E1qTNYj3up{<)1@frl+TegoNOJLLheyUcNfp^2VWU z@*Hc96h#F1<>lvxUBBL{oORE!T|r5y5n%*I=f;g2H*em2F25a6bL+73iR&yZ>$GSZ ze;8z%Ha9opoMcy?eS;KDyHkazWNTKhPG=4l7b|%^TDx&$Sa9$R0F9m2WhyxP;80tq z8ukHY^-JA}X0JTckMHahIP;pdA8%rj*4Q)Oqzx7GBWdfhXJuu6XeB2M0%M)w4uR7h zIjQ3enAarEVyPO@!4j~B!v(a1v4A&rawvES9Ks3;GgdVKIh!oGAu9FU?+Y3bE__`e z)z5P!23Ur+k;hnAgrxCzIL@83vy+sO*-Rypw0-;H#{fN+Bqgtyq> zv7Y5W{QHgZ=NxZxX?O)N?-AWPUYSCx2r&A;daI;radF}TjBN}2R{(@IWOAt; zI|4aC(T@>@YMSP4EG;9`2_7H9idgFb6-I(p5EUh|#Zuq70>^%2M_QyP4M;>hhcLwb za&j%5ot@90pMcH^((zef&Tehc-duTREQ*bnVHfcS;K@6CnK==hNpZuVMv8s zg$J&+^W>YM!2ss!4F)~G<3N*?3`g$>%8IJyFpFa<2z!3x8 z2fT^0txDSy#&MTyR1i7=i8%m2FdLv$f*uqusF)%{U%7H+1LO!OP~J}ah|iDuOwS66 z#;H?%K!b*d7r&Kfp&`L3-Ucu#_DyJbc=uD62cv^H9UVJ%4D;5vjzl&C6by)nK?W00 z7I8K#nf%)ir@@K}Dn;Y)@@wuUxjEUE8Acf;d)097uGI)GUlX1XO3?r*53|0G-jiVg z0Rd@glBM>g5ccthok6leMRBt3j0j{fAa**;3W>e-lY)Z5Y&DcOppNeEEYPz;oEgY5 zv0-Z`u8JZH!yrwkpdcadv^#h3Q2{r|W|AI7X+=7t2IG)1wD79@WYxOPYUGort2goR zoIytS=!3%;2DRt%^&htQy3I~}F5aP}q(tPr)L(C?y zj3!~nSBZDqebQt%o>xkvW~EB+O|#B?IhmnVt;zNRObm081H$wKz74T zbzNG#fv_M7J!&v2D4s)bP)jQjEgN9nJ1>xN{#i-3H4iviN4&@wBjHE0@5AEa_L(E| zuw*I@o5+$Zc5rZDaCm<^_ca}n2?Iom24wMI1>yl?gepdyyFjaqmNi2h?0-$JwMf=Z z?lzkYbQL#v)t2U6UUeb{3TqDVP+8^W3vn<7psJ~0@HZj@9sseUn57a@sY-h7ZXKk z-aD~CY@X?vn`g|OJ8~qf>#UlRv#V=7KtWW8a6CA$5Jb1Q-G{K^u74rp{__!K9EpX& z0X)U~!IX;YK!oExYBDP;D+iUEn;W!CGo?dLPEKAFWo7eeCTtko&pyE*)W{0kRZD&a z$uql2=y+2#G#DHy+1WdVg;QR*3Lqt2y?WKVEhIEFiWjuzn5d|Gh2i=S@wmAC(;}Au zF7%Zcpj*RvtfM?SCMGrPekl}dNdBewAbqS~-(I{HS1DaLYK6k!`5Vy^W2y>1005g( z_YpH}K>W-+=LY-@P&P1gQQ8|c7BV#bxqP$+Te!HmczJQd<$(v{0csTF*ZO)L)?=2I z2{&(gz~3G-LFjdWL!{r?B*h&913Xw0<|QTBK+KChf(@IWpHCd#5Op{V4h;_0)z^1C z0?^L2Wy>s}bZGiLP$5T0M+*uHkYvAp{fdWq-8;N`A zM{R79Ood(D+{if=4r$;)B3;jJkiwX-pKyU@E8Eb_W>iF@f z(9n8tqXCWofRYWav9;2dvD138@3YBMQ5+@-S_aoC9Fo8xAkO_(L8P7!y%4>}65vB@ zRWCm8v}iktzw7zq#b)xo^sTJ2^&}k}lv-Qy1Y?-GnOR$Z`|`!e%H$21Mi)zhwhtfIJ;Xw)N>v>3 uam33+HF0?g{D12@$UFQ$H84NlYH7s{Zuh%Ir&Jor&os@W8rf8vKmQ9H7pA`e diff --git a/docs/articles/AMR_files/figure-html/plot 3-1.png b/docs/articles/AMR_files/figure-html/plot 3-1.png index 87d6b07b319135048da407c5e0143e0779479ed0..dc4fe5834476c3b537be2cc6521368a20fabe24f 100644 GIT binary patch literal 21128 zcmeHv2{@E(*r*UnqKL}YE{SQgFEf&aqEgoIwFudgVX};AQYk`TC9=&Rlr`Cx8DD8= zV+I*n#uQ;}GhxgyV`k1v34Q(7`Oi83bK0bkeL_ef#$9-@pIBfdlI5>YAFGT3TA# z+S)ogI=Z^LdU|^L`uYY224FB40)ZGB8Xi1&(8$Q>(6Up94jnpt_^^qI$&n*ROifMA z&CQPS%y}g5j z!*o;!E${Q2`2E?jVNak+T$qN}T`o12@vyZfa}mpnW? zJUuUv>+5^v$`wC9KPVLH@9!TF5CDV0u3o(w7#J876cijB91;=& zhr>fdLlFqXwQJXqNaXeF*TcfXZrr$W^XAQ4w{C@phu^+^`_7#^5fKrQk&$=r-i?Zi zijIzsiHW&)@7~{k|9$`d{Ra;oJbd^tHa7OrqepRZaq;o-j~_oyNJvObOiW5jN={Br zNl8JWP-rwdH8nLYEiFAg{mGLj85tRwnVDHxSx=unefI2Gc6N47PEKxaZeCtqetv#I zLBaFq&kG9+U%YrxR8&-4TwGF8Qd(MCR#sMCUS3gAQCV48RaI48U5&wDuvlzOP0c_5 z{PXhV%U7>n)z;R&e*GGU!`0Q*)z{a*dGqG&+qduDy?g)u{f7@98X6iJ8yoR>Jb^%H zYHDh3Zf=;$bwN~O_g-@bht8yg!RAD@_* zpwsD-lamYvgUMu0O-)TtPqSDoHk&;&Gs79!&f##lTrQ8tE9LZw0SvI>@)0{fK0f*I z+2695zA+a*zD<0lhYU|$O&Y}nSD*2R(>S6wpxE;z=#N(V18(?dltJSmzoC{0VttTj zo5hjx2d}S4tTHr|sy_bSSmIpc`KC*%&4*u}I<*BSdMoF%*gC-{aEaq<1h(AXv3c1+ zk*{x4+S-dQ2JB;3xsFbf9@tHDUw~;$#mDOVJs7!~H5_0Fe`0gnSZsgl!C31idlKCGte0UpD!1cd% zx3u(-;z5aF`@E>8dWqM)dBjS}d69GG9tT(wthI#n+|2|>k>X8)I=cKp57h-LMUm1s zAg(5mm>0Jou+4<)5|j}U$_b(bMNQCNfNov`vGWL0Lsf|HGb#p*F#r2zG|(b(;yg!U8oyoD5T>)5)Y(tgU`Qc?P~!K?G_o z;btsCZ+!WUALH)i>sL`&JoV;l4n~5KyNM7XK}in#vYgd;?!x(s!WUZJ7MdvHq5 zoptRkJ=gfi)FycI&xvY9=`xYMy0S1C+$~d^&Mx(u+FDDOH=o9g0h&v6$WxuAxlfj> z6Vqch-#%JHM#&YM?2rAjJjmGhoNF&O%~p5tQlbNs_S~B=Ab4#*ShGL6+uBr zF5;q2W&cx^?5fNZi0myHiiZ-G5;FR=4Xs%~d){G8XIk}A64LXZQf1kO!3V6~GIvK) zXjyel>L!jSNa~X__X&HdA>h5-=!cDW@coxSf|ZBb z@P=q0%y z5~*f0pxPzZP_i_Zyyl&nwF~03Ud>CU>epvC5zc-W!wEtBUVk3`zs12DO#;s)GhH|P zRqR@8*fD*ih6H5~)Z}#e$yY=9&y)y4{PMS`PgmNQ+5Y5W`O{y_R^-g-cM<6N%Jf}l zl+VtoX947DBiN~%D%*3Z^Hdd`eL3UCcU>u{vx;Hj0>JypWu zfm?ikP|s7TA^k(lBHuH!780=QyKV-FH*q}WW-T~?M8eEcyN#e=+4>(65q%ho>RLUVFVqbkZj)3m1o$!rZ}qY$O(?!|i$M4=Y8$QO3Pa}P6bR|G1cH2=(4@1!Mnq!(8j zXBc|rOn5koKD#l`4#YINPMpd%F?kXQ1$Y@en5FG6w1OVd^SZGPZd^$0V&Z$5QGV`w z$0w-$d2E>NK+q#fsD?#GAk-i+>!iNUmWK2kY69y-o72Hn(@Ku#$CY? zkUX6{6E*xje2-Snga*y2QQ5%T`%B!7d63Bu$IM^N0}VJ9Lb0X;hG4y{DQtTnozkdV zGwVnEiXJp|t-$FD z-JPTx4N}`k9x%xwKgYJ(2ahH7$gzJ%FYE(Vv0HIpMlFkipH`Q8&g4cbuETM9tGZ50 z;S9s?a{RLOPbWZNPvvuq zp0+4{rtYhxs|eI|4*w=)Cj~2Sy$m|w_XU)FtZ_<2y(Fp@ct_@V|=^5^h7l{aaY{v>AmOyPA zt#|;Tjr>revmoxlJiH)BDQR=&5hPNgA>luCup^Y;v6g=FzArjl5IL_Kt0;i79?ZA_ z(Oia9o5!gRU|$9)w{N8MDLaxYUwnea$jEWS7?ZS2-~L!;K@gLRZ-=95w0L)jr6dq1 zM`nak-N>LA7m!@>yqQNR3v8Pnw5JWjtn~|JZm6P7B=BHxkLG0k0z+rtPogMBE=QX8 zymcrz*XrO;gFx;3tb<~7|9V(YIa{VKAK}yHc(TK#ZSQJ#G6ovst?eAtHbrey=*D6# zE8vsP{!}lLNz0*KG*rAjO9M;cJ|G+0z$JtX>kstgJRGiwp;M9 zfO2vRcEr8Uzo@x0Wmj2#mnz09gjuVj8QVGWKHRC$JZPHoI#>xjI}v;yFpBO&+&Fy*`86HaAy3?s}gt*pyC*nR!9R*5UCdtO%d-{S|BujBv>R;3tB*1w| z^(ru{>BN2_zALGMBCztkEy|o=SLTCypN*YPU8HK|4A`;qGQ1I6i1nfPy`&@xsz+dE z9%#n6v>=XvsEFSph2BT%j2MRn>*rPPI`%oCk&2S#Z9Ly8Gqqan=zDz;~A?+xY!n#C~me}jmldJXxtBlIo?uGCr$W!qi=^{%`)<8jx^ zSsTllq1Q`NM<)m=Lg2ttcsR^*c0lL&=9|6FoHq}xCx16!IX~xF%He>)b_@pII>nf% z6M)0}jDk0YTroogj5)@5sv$a=l76n51XKrOB2bsW{O!8R`Qd?Pw7oI=kqVZS2M*3X z<=FAmPAv6SR#w~H01eChRZw1>mI&PfvPj~#n7@@ma(jr@2Jy}B8+wnT>k+0`dx_3# zot&o$Ud~LmGCVD~H>V28Jy+wrwvpQ1JYjy2A0v7EyYc;l@%I^{3pyCq!!{Z80!c+z ze*NhKRl_QZm7~LGqW^!d<8Zcd2mp3|?+Qm9+8WWAMZC1-F z8;MgQY_M92)zfGPXV!Z-Op#aK)N0P1nGPPA?kotTm5ox9V`MSk)Prf$sAx=;`e3)I z_$a4xn9Jz1MAVsghnRbKpvy?@6Tayx;_xpiHDk@Vva%iUK>p;tKinN-C4&0Ml-#io zzJSNRSUG$e)80am{uvRN+u>;Z8f2-&d<=q`CP~>C5E3m?d=nD4NJu>I^*e-C6|8*n z-8Y((|MIA<{9X$_`|PYs-LC%!-|$@O(&vD8kG;@xSTj*J!med0j^nLOHKur$otd}J z5f2E?JDjt4b%$5nna>5-n0b0FKS^XMLfvBlh04EFq1tcXOo)Q~bmb#wRlK#S2z2Yx zE&Kg&hqMWaJWfKv0eaG}Gab?-)C6@pDaSH7Eh9H;LoJq4MX}iySxQx?QieC$$8u2D z=-=PdHd2&AL8Ad5vviT(n0=hld#DFXNM=vo{ii}K#TM_jyQJ0%+Fd$pGg#?Y;7*9q zhg;H!L_jce>VNaSJs+Y-2wewj8<-g+d&yaUNr~IZNPmi+KsW`;; ztjG0i%OZA%2TVDJd%A5kPkY6Dq-M^sYuWWSKq#m{2199A#`L(>u5^$*g;1b(?J$COs3&kleEZ5RkV@6R2LtG@7N7C+F26E>${$KZ$14lEztgo>j zr^ktN4j3++-cLvFy44W}!WMRh$}X8e(#?o7{GJzSS>z$Ka40{C#BSp>&2i1b5!X|3 zy1#qD94*bK8VGhASERTMKAt1Sg-n4|4T5Yan8W>L0E#Rnyxwl2H_|Dk`PVKl$1GmO z>F*1S(QQltGe5b+Sd@DOHuYsI2V64x2`F&1@=++Ltu|CWFkHnXqE@;=IXdAR$}iCO zbL#fCV}(|-3lOg;PW3^P^&6iJgks4ijDiHm5N|(^24$Qwrc4c__LTfg45_vN#~y<4 zW>w|JOU}6|HeJnrIV+&N4`2)gJozM1Rp5r2Ffd?S z#LeWW&IoP&?p{~lB#e8+FKtEt;^(wup|aCuM|5C2!=J-}dVk(r41 z$Z>Y^_6zV05LQRE2X85%V`?a%=IZDI_YI;WsxoP7tjwJsk9=yr~V;<2lowP=c32r*|X8( zT)nfs`Dr^>>s%N?S!vQcpDjs$N!>!IVRgneWa~9}-|fWfT%qoLU#TcXT0u{b!}8*d z`giM1$fm<#Lr6&60@F|wDTyiI)<8n1=wfmMn0c6Stmts#(Ln)P$Yd^EX&^=S>%g|f z={PK*Aa^ro@0y&;o)e{R$u7BKv8W+R)S+{v-;%G^*7qBqRS z>3N(37?@K$sWW9WVO^R};#N%qB6OaL$w;KZCQPucvBy0uGW75zUP(6jDA?P%V!OWI zVzC2oBcM9Wo8J{8oc}f;W3TuI)%|-B?a$yBNj>zACToutl@^5Jzt#bF(m}U|j%i~U z*C!a3gT=oH7(i|^8xtne3nP~&GuL2WGi8p?EZIvAxsF2!i;3Y>4a!?ux)Wt-ij1YO zY7kJiVIVSAnzouWhM zo25%!hfwX)_36$@rew(nOg{QDYmF@QJw822uy5^2Hr2`wM(l9L&pLi{KNw zO+`+czYtL-H|%+Oo5C2B>*i^+0Qb{7v@jkUwgUR|9XBoFZ1$9QCA}cPqo!``yIHkJ zr0WpCT4QA${@oLwRc^tz2rpUR8cM6;bnW;l3V7<<&@YQ8fCz~oRGCRtBi?}8e>i0c z{^R8+iYenWjc@%??VkusaiT%sO(9}IUe#_>K9=o5izg(|dJi-8=-EQupD|*KW&YVK zXx_K5xxy4a46kjZ7W)I(gCdw^(umlk-y{{Biq{gd@Ei?h% z@&o4e4;}pD)c?Ce)(82npFP+Ap2QcLP_vB=)&>48(PaNo-|y)IKL+|g@xX~*MK_{# zA__=MIIa-o2!8Th9dK{wQA7I&LjIQYFn||>Kc?)ck^4fOZ_&qc2)NXT#qlty4~^!= zX@=C)o4pHNE_pEu)No2=|F{OWz*gbQ29UM4-Cv(f!vNC z`c_lQUQ>(LB}%7=Whs1{Au(r0dDC}t!S7KE00G9{Y|hC~qvZdp2b2?9)BEzo zDWkm}z{%YFB7wKd|7%mIZi~><)fTJ}@+V;+O?wN!{!oX?Y%Kl<+hPjD4t`r}GS8|h zaaxPE=zH$Pf>pe*d4ImlqK>B%hvgo9<5|H_dIQ4^iA2xx%#{aUSi{i39=$_W64ofk>|oN z6EBS-V*Bc1RYI$|Z&C2-PmFzU;EI&z0qJwcsPkrXjQFF%$L}{GolYcuYA-L?NlaiX zIGjn+?g*~Uz`em&C6-aiXOoBR7IZ}0#~30l4R;T5y?ZLZ=gA#SuRtqbJJ$8a$Fig&l{hj6SySZ| zH=Wl$nm55iP2B+R+VXCVAudT6Gw2gx%upXBQkrlp{UjG#x_bz^EAXS$4=y*{fUPan zz!Yc&G!Q*{K|34))T@gtE%sS}tD4wAtfxokAZ*oz#?|Xl8I*Y zDDxh$k|&g(LprBIR;XhAnm#q}Q38GwH_hy)l7+}F*mFRI%b$loIGC+;`a=hQaPVJG z2V3|#w<8x9m<C-4-|G_o@WTHpFVtQ`VtYrX{bC#$l#gW$@*N0l-kufg*t1Z3G1O*7>Of>k zBdH4^TA)66k;QM-1$@_79Nw&jEUJrU5xKgtnibZ&76n6q7$#u7AN%LsN8nxn@eQ;0 z0!&0CzK_blne6fzt+86M#4tUArtLng@kmxBviG-NYpizz2Ts->+E4m>@P0Y0G34jq zdZrrdNXCV!Lqr2zP7h5tH?V85140vFB7tlPsVDNeW->WuwMI8pJvd{A-rZ3R<3Kl+V4bo$+ zzy5~KhI2kECqDifEM33)VsXiKmc;e-Z14fu*_!Qohdlq;8tz9#H~MC}%Qb}tH{h&J zvX`d+_;N&1MG4PhyP%GWNbwfIpn<=>*E&4-oN&iy?EzrhfV0KMmHc@kK&sLDodo7x z#D}`KeXX;_)%d*rOX3S1pIa6=XrGkp=AtXZ-+8>RRPsDp-ReXVTIl|50__7Hep6Au zJNSv8iylGJCmHIm@^geuS(YL}_w&0~BrR-y1bNOS}#~Gof=s|MtoZe>vxw zJuHd8rk>|M-w#0#|8?JW+inj;dUGeaScC%rm<&&qjkQ0W1iV>@8obimo+FHtvBTeb}Lbs`R0t*=O#2- zq>~N&xJfr@(>=X;kJq}zG3xNBtKSTLIC1rL8lauhK9|T)CUPtIwoZTQ{y@8Wu2END z|C)*J(8*Gsnz{7d5M}z#@P>{Uj5{?EJUz7>H$FZ@(X<3#X-qUI&aU3KBZPK;+E2!r z$fzl$Jl{gKeYr)3vOh8`T7U3qn(fKxuh)CV1BF!+Y(7-q%z4er&v# zCvSpRL!`uSKr-A4?9SYk>iRypYJn_$~bJVv!C=RiPCK%MxexA3+LhnhuL#W8x>pkzn`qgxb zcQz_kjn_`BR&LazRZmx|gt$*80{?0%3M$P$$A zR$|ck)+TPlT1wDpAMRPQBVO5{yFzQ4(35@pyw|PJ_myZ$by6XAXXt4s%$A-v318FB zxx4n>c=1LhV!w`!kD7&h$;|?l0(f>vR2XCcpjsbrHaq8@_Na$wCHe0xXyhbp6v_F^ z_bguE;$gIWhk1l0lz}O?8ZxOdTzP1_fyg(^2oo;emc9jRi2%vRjq7#d}(S9Ium zok1naXfB5VoE@zNm|CwsPY>I1C_5F z7VJnT`AOG*iix$vV5Z!LUmEFT^)-k9&;ZdqnHUtVa2K#MuYpvlOHbgh8m*6_$@Vks zXaj@zjU^EB@ei_Wg|6q&ZmEooY*;9pH|;$&bXQxvBZH&a7f29KK9wSj$+e{)%9$+b zA%v$z2U6&E#O1goMj%16aX6`AkAMJ4r{XHD_B;>a2E?Xfq$g@R4Pw8&G{?3lNKyPE z5O;KrQey1UWz|_br7?cpNgkQIS|wejaMw3XS{#gHB=ko7U6!(^N{jWOPjQx;I=egtZ&k5>da^`qS}gers#*uA&QwMhcL9U%eSakOO0f--=7)z9=OhsM(1R z(Li!7PE_~l(>OsNQ(s;9$WIFDu`j-AdXQrdWo+uA-sv^dSui$~D#4p}hl zmEnYR894Gh=M^=wNH&_9vP)kwzB+dlD8}r)9jN3~F%%hXcmfONBp{Q_yoe=a{wzd}MuvylzLLP~QbA(l^f6~9>Ldtdi9Vf(y- z40<6|?EEO)F{l*`=ZtIO&4TqmVKaDka_lStH4Mi=X*4B(Z9&stTA4x4zIt`|^~03F zp1!iK=OfQuCEVhl0qC{RFwn*Lj+~<#53VCQ)O93w8+3HDAZ7!_Ahxhh0|-`mE{;Cl zloD+4cQeY{&8KU+t9V#`ojC8383M8R_5=$!Grc* zBhDcPyq{ytet|$EhW~CnR-Xy=!s~;MRTT_%jlF#+eOhk@@x)G3bLaAV%LO-BS0n>VVZWp%&(&Q3`B6AhqPN+gV<)vjGvjZnd?ME<$d?z+YvvJ+uO-U> z=&8qF^bdXKRpOMKQuVBBy$7w26dYM>$xcI{K||g2j|zigoz!VFGxNHdDO48SjT~NZ zba15ZA>S1wq?X}pZ$=*WglDtuO=!xEMJ;}vG8_ST-&EVxP*$%O^UQ3K1WfL6b2e7I zW@m<_dauB}HNcW1RY7L@)v47DvXq>_w3hp;?jS&0<=JI; z_c&CU&xBA=b*-fZZ+mn>CLMVZ$G7hqq&C3UEnyOm8hx=Xqo||o*lM~=*39-VQH;17 zMOCo7y!)5OYZc7~CmSM`UEo9B8a+FjGH6-q)IQ!hxP4SIK}ndE?d3zrpRZofRU0{6 zjjwgaxd&{TZT=-)8Gg01L{ir!1<0bwgkEGm!U9DLb~M@3YDWgI)pyE*J9I~bTyeEF zne-m2>(y_E*TokCbfLiA)4;-&dXP=s4Rf5)nzRQDC$0~ydpdFjGSr1tw2sG^lpJ-y zm^h=F%|YdZ4m5HO`@U&Scv*K!^L{dRoJc!!b(_!Rtqr2UGCm6{V=4!RD55RLP6N$N(|xvAB5g2IZYTUAvtB3 znWsFcgh9^66fxsC4#O~GX1+Hm)bsxFuHSe4zVCWh)|zGA``-87`?~hE_jTBxYu`C( zW+e2RIfBWsXb?erxU%y^RNJv;%SVTlbR8(}sh7B7xZrrqK)8@^a z#l*zK#l*Ik|1ywrvOg?ndp{u|r;7{`cR1 z-??+=u3ftn6cl#v-mR#psHCK{ckkYP`}XbMzh7Bd`M`k#2M-?n4qobp%tE;D{2Lge>V6eWv{^7%i4Gav9tg$?DRa#wy?0Uw6r{P=8TnZSCyr&Ye4FZ*PD8{CNilhYJ@jT)cSE(b3V#$?4LiOP4QSc6N4ladB~Vb-i-s zikq98ySuxGhsV{cS3NyFArQ#5YuCKIyu7`=eSCa;eSQ7>{QUj>0|Ej90|SGCf}l_+ z3qsQ>#*G`Hp`kZ#-n@0|R#;eAczF2j+qduBxf2l)5g8d7 z6%`d79UT)B6B`?Q_wL<4|NQgby?giX-;axni;s^_NJvObOnmU*!NZ3SA3b`Ml$4a5 zoSc%9lA4;DmX?M>p&mbeoSvSZk&%&^nTbZDv$C?Xv$LN(dGhq>(`V0~<>cf%fBrl- zH#aXYFF!y3#fujO1qCl(zAP*(EGjB0E-o%9DJd;2ef8>9Sy>qdgDEdBuc)ZNVzD?J z4v)wG_19moU%!6y=1pZ~<==n*T~$?8U0q#MQ}g!i+jsBYy?_6{wzl@ehYxjib@lc2 z4Gj$h0->?7v8k!4xw-k{$B!*7Ev>DsZEbDs?d=^M9i5$>U0q$>-Q7eYv8ShpL?V6q z^y%~G&%M39eSLjjzI^HL?;jW#Ad|@y3T1F`aA;^~czAeZWMp)7bZl&lN~MmEk55cY zOioTtO-<2gwCU;TnVA_nojyA|J2yASU@(|W=KTCTi@cM?VzJq54u@01>K6hQfZ(-b zXMMQ1WWpDIYhwE+E^~2h<1#*?ZyA_8iiK62^Mg}a>#UXIor+N(Ep*AQ4Nob9hC@C> z%@M6NP>(jVW3TT2?Jc@qUw?DO$y!5E$9ktmw|z}VUt3!4s9G16^GQgIHxn*;as$tf z+q<@}IV|wyU20oLp|k%V%yO5}Y2y8}bL^KODqZfO>LK@;=jwPCygUW#?C-XQ3!IQi z0ha7_wx}!D_2b(KTwD(iqt+(KM;6?rAOwpj?MaDlV_WyQGL z;C!}USX4>L5xK*n!?wB6jWwcw_vN-?C{6;7rtT^XQN~6>#`En2dx4^Dyjt4a&^T3I z%sQm_O|Xj*IQC^2IAA;BhA3r3fO4u;l(L`KR+KwMW{vK9Np9jT@VdjOLV1+YSp!tL zsH?t!uRkwsx4VF^1ou7xWPQwa*~>!6vBRjf+X)>Tes!|Uu0tnLZNa1S0rmUL9{4h4 zTpH3~BQK4V@;q;WUDhJ4Zi1=O>o-%x43mtJIPXjikH+NQCk}KhMu^h*x8Q7a^IxGG zT4V)$twdc71!(oJ$GNdr&U^Wk6%@_B{gQ(fr99t8h!CZugnnMjsCT^NR95g(!*jCb z{K_v_#f}$U`br$@6O654+rM{IxsE0g*{3ZPAW;=&Y~9tZim$9Rzx=j+!Vr+TB)i;w z3o_SkE}WDRyZ!cYJSk1O$mme~=e1BnFGrU?T)K_+pj(n1o%+I)K<2%^wa%5c=1Xw4^y#t zN8cMmp=MV%sv6m!BC1Z$-yY^J0#)N&6Z4wSC;=S}9604)i4F zhPq=et1WPD=Zda2P)uX=a^YSLv*D2B?jfIIes248_ZUn%#(hYz=pqWtnY=9@qw(s2 z?hG|zrsXnmlbTh`=I~MwZtSrYKBsF{Yka@ac&apNyR2(?h#1y$d9rNb$e$C$4=uT( zl#TX2AH`biEzD6ub8N%-m80kF1fwbmOQigIP@Vq8gI_#YSk}Mf;D4V7q8lhev9R0h z5I5}^X?1Ds%H{W)qioY*zBV7Et4L^c%U;Xv)U(SQK>IBZ^ ztPJgEZ{jyv1)R`Ds)DleRhcuNO$2imwYY%q z7EH#TbBY%il`s!d*dW02meS7WW8Y*a=Gis$&954fS8F}-lvrNei$$%A1cyKV)#)$x z{yT#7tcAmQ7_(rr0n($7K1tn4%uSeJb3Y2Qq77=+bD?#qa-xKUrA{(9@ucEwlQS-R z7=KCDEbQrkVV}6!rC8ajLCN!BFuAEWYVsbq?c^2Nl!k%E+|9_mi+5$~F7XM{vVyAW z`m39I9SXMrZ(PIdcv}-pu#4&>5ZW&BzZoN z+y3;5hL^r*i@22%-4&r}HHW8BPgNGeZaY>Lq2L*45fk zmyt8}h+zz>dwS>?%6hYczuK5mMDYL)A&ZA3n@0Yb7N8Cx;w!b<3K#gjr!HfvLnnTy zal;i^dtk$e#msDUd<)Wtq&fr#_3pFlu{_sG{GG7r$>P{7pBWit2Kj#7JAmPJ4z;21 zcG9!AJD4NA^JA@9Ozr3AhZiKkVv+Etma#F%rYL}S(ZdFL2ZaTT*PKl$4WfISO?dgN z!~ec_iDY(Gl*7i>Z$#gjP=9hD<=NNb+WK zd-x{GJ(DR)uv)AqTEJH*l;*nYPZQh#3hZeguU zBWV_+Pn&o#28$D5RC<~h6NZGUgl-+5LP0>oZ_8@-4yV2-P$kGI_Z0iZ8Y#m$2g5&{ z4IEJ4m8M~UGX2VbO#BXl>iX7X2y0^mZ{oI8R5seZKri~<^StaTR*9`zYOe>}PkhR9Bf zvREHA;s+Y%JYANHdiCgYzbT2-EHYUiXszlt=*#G;EwGWfu^H z{Kh#2g6eVQopwA}9rUoBwK#KZ;zlKcfMXL?>MJJMXQ(|K&2s9L1R2!WS;9mkrf(2| z;|f_UrI4ZZ?mhhXmGB^_=MN^HZEW$O%j#S(TzB4Ex-iT1@JdE3t*g z`k4R@-s)blNZi=0nREc>P5U%;6k}>qKB85Y0*fE9S_T_9BRk7o3M505=j2*PY#cY2m-JJg%lv!%lsXIC&1EXe!&jb_sU9gPq{18r8 z+E(K$qGt#Mc*n$C(=$@@Rlp5c}REqKY?H_0}gUDTlz_+1&IumtsD?F{BT^9YV z@#W~!XljTJIm;UsGDlGIH&&KQ38a2m=&1(rkvQA*+}F0YTT_-|o=MA=dhZ1H?3|8a z*J!QfT_xJUy!U|d9zJE$vxk};ij-ltbL1=dI$|B(40d&F1V^1EWy^H2bB(l;YO;Js z|Ar}mim22zMoqQ01I9HxtfnI7v-*8$$FH2?IHhp^D2>Jt6sR3LdS)=7OQOrR%s+9g zq0}i@3yq+TgiOw!aO#RIPf|zI@&xHKL9Qfl+C%>!$KLxf{EVKsqnJ_;hR9$QEA}6m zf~$bponm|DXUAKk1gPqalLq6xVEy9LGlZ7#3Y2dJur@f6&e83)SECNZjkxO%TJ{!cg$`17&qdC11qo-8QA8$fEiG$;!pd}@ePzZW+pa~ z)0GmycJyG<;{1~k@920=OCcw7>PDy_O{qC8ceXS?t$oUhnoBo>x;C`I``YC}u-brn zc+YdtARmTYKLL)#>7f(PUu!Py!CRZSoRJ>h41}A0 zQJgO@DGp(7*=BPtiUtOYd3gCgsq-EUEtQT6n9JTd~csmb&cexg} z_Vx+Q9R%_3zM{P^w|!+y!v1jQ91Yr#|RYN0w=E6|6la^96{~l#bmDNb(L$j zIFA3;k}L6-nvbd{NkyD(UKABhZ4_X2EU4K%@Axcxeu1x2 zhJAkDumFqB_E!abW+OLIU^PRp#NPy~bAR{z7uU7z&h3O~@TysS@V)6(&GmyJY`QzH ziQuzw)of;+*+>L)hOWZUmOXUyLJ47}rl7C!R~LJUh&vuADkCKhgT(2gsq5!{e(#1# zo5dD&ok|eua2k&y*6-M2^X$5!m&K}tG;^l#&t$(7sc zW4>tE!eG!=9vEQo7v{ufe_a}LICwe{< zH`OwTcMjgjFV`+-v`X6E9SAXg#SUnCR|(Mn!`5qM9Of-vGg(A#2yZGr`hyP0y|;cR z!7fBu1{9a4dYA;3yYNqw{1_0?!6LG9SYz=~iWKG2Vx4cN;&Olz;i#q@h+1f17I!I` z9NjWk>M(h4`vQNy9rJHMdfGooo%u@?(<-0}lHs_$Yj)71HS-Gk-pSJ(iU1BJ$jZ;Q zxH;fvt38=lS9Jh{bEor_Im&uK7nwXD>Sw2tt>N|tQQu#M3{N)X0GsK+k)bHstOi zumbi#ymKv=Ar=ck^DVy+ZWQNONI2%1%|K zGZh@i_D7_eW6Hg&V%tD-g|QMTi7Jc{Uvs*3tb5w{q8qt{;$Yw5lPtAx;=amBFd^Ze zyiC_9DD-kT^*n_pro8WHNDm@=0drFCcd3zN9-XlS?J%;3MHjx4V5uc#Pv4rlco%Fv z&r7^qn-o#YpdLXfpq8p-OHhQ^pioVN5aYlT4j-KIazld3>N=|CSOJ~ajKW()R-c%T z7Y(5$TqP`$QH=x1y?qwczm)~QGegC^P@cdFbezX3+&A}JR)6#a<>3sMkGM80ld%(p^gBw62w6*XHup7pyyKT zIOL?S0wMN1gY6{zuyFhXBx;8EbQMzOF#-jFvMtH_kX6_l1JZ0>mwKI~<{`95#Z*gS zQ(7`?>~7k9aN_bgGO!t-72##9yf+1PT{B63JuiNGZw*AhJyCWdBiOFopBEcK37!SF z-a|@O?$gU0SX4Y=lcY%zZ_?fKe|%ZkLYD+5grARboi=t+ELWew$JqLm)%Gmp z5bG7ZKY{jP)waXi38)TbV1e`C?5K?pl5k0*bYF2=b zF8VB_0@1#pla^_12O}Ke)M6oZ_;6w+0SeE;+`|MnKUFwW|4`_l?L#|PUI5b@);vRNKK(06>A z&PUZ8H5@(C044q)L=PAuZ(`2F{%)SjC=h!59l-T?7fystCG8}9FPn?p6ZW*Xe6R`M znah%_`D#|Jkp3Ys=hNRLx3-{$(EKekccfR*W{9#zd=aU&c+B}!nG^oQ;PGGxF1SZ_ zR13s>l_V9kivJhAQHa3zQ`!n`aAzlj)jVkjbNV=Ea77d8pYghvrB-!_kCh@$5ppC0 zL+NU(7U?@AyE0a7YJ>4=1eynm#0VW&y?(aLl=JGY0-yoM?aOGiV@ zZafbUywc}%Ckv#fj`r<%@xGO7#mhc!Ry%Hxo-ZTA)MPmH%%UHoug)&OBfi=eteADQ zh@vhY15;a{)ul}|n1PaQ=<33?gInFh5{d?vAvFvc2?{L0Jb!-D$sp3!VnuafoyfjT z<>;be1Ze1uU**uEt@gcJ9T5gc8=9t44GF&H3)s>?EGTTrHX^;I{yzWCB?f8+SS1;5 zLi)>~Lv40$kGt?O^V-?mo6AJXjh~e+&Gco>?8?<#Ky!QrXzFbv;LQe~jh^_CGPt>~ zy59XJ-O9JNhgOUi;Diw!PRa!kqSFY@b6V%moT{-ffhEW}my#O76G}b7fT!b|pE#4uMd7S>dySofiLGg}< zA6RKG9I!#__vz>%~7UktWFW1MhrcqC)l-v_*3BsX@2&)YqFKS&OH z)nd57lq_yqJ6s#NZjY?lN-G(_Y3-~!I~v(C6=7FGoPArFQd=9*5nH4T#0{4d16Dz= zs4Txz^O0Zu1R%JMp{RS0swGG%MfU9?F>}&i;o)W9L01+0t4KPA!dvYf@#wbt z(DBD$k7;Da(XPZk7q4XOyD|M$W7|kk7Ox3V1Ds!>nR%7?sh5}+{!m+D% z8y$|S?2ML8$EQgeEhRXB^lYk~_lNR+PqT0zgL!y)4Y*Q;62;{~RL>p^BHS;}<<1Jo zFUS@jDQ>_Pg!Yw3+~3tx)PJJtGVuhr?wVz@Z~<2Jz73V8Q5-ld?@TR>oGQ1A?QXwV zrzNt|k%ogR1P^{J)KE*Y-J42tm<8P40r3!Hn{Tei+|I{k3( zl(g^Lc2KsN)|p4EI$DLEY80deMCJy=MusvHahwMR1ABF*r0$z1uX4|4Blmn)vj64q z;ALa=7a06IsCh9-=^MiN*Tb*1@c(O-+!mn8?_a4G@SdkBH?&r=)vE{`?E=93^wD^yE0q;9kg*SQDLXEwwn2ysGy$M5hOsZwi z7u%;RgCUF7yLz3H=YI7Bak-}z#SdIlqPVz3L>BG^;F#@PWteV5;tIEP*myqQ8A<2ECrbJE`nhyA*W;Q#98hO?z+ewJ;|?Ml@cTW;8td)g+kW*APi{RdA*w1OyxU(U?q&F6RvNimu{KZ?(>h8%I2!=GDNoDo>uRfEnK+Kq9s~AFBa&-6Fb3NZ2BK> z$7u5ko~Wc4T>o78@=ZM#GB4CP_0Jd2;j@!f!H>>4i&C^6eA)WWP!0oPh)(uB=*&295>3dER&xim+;|D zF5*@50n)nV^FfZzyqy_XXRm|a^IgsokdPNG(8-&wPz-Ag+V{()y*WSIgUK4ZthZK9lTiDemSOx$(!oZJ5Ux(Fqa zN97bkx&~t8y-0(0rp8poRDGZBr>)y1D3IbX9LN-UkoC1cEl8KW$YWikv`>J%}Ad;6Eq!h zTi*R%WCS`Tdei$I`Mc{W=dfiO=oWEYUd7DQNmXI)6gfa@Sx?6D4-XXO@1ukmr8ezr zB^C3}gjU_s6?w1~>F=tnsMpv*?=^cWw-xrbY(q__C@aBFzY+d=`fYFP`_-fV z?g`RdiZvhfir0M5P8SKI;u5(0Iji7TaD9NBeFPCX+u$#GMx{lviooR`8k2bS|UC8lO#{K}f-K_PMo4p`9CG>RoI?XTu8A|GII=#-_jHgf?WJSm zrrg%H2m`qYt%1kQE@ve+`*f1^NgDY+YL)BP`woBU#frqTIFBc$P$1h698ad@8-C?E zXZO>n21WMHp#zUWZpfa=)N~tKeUMMy!)KP}$)`52bN;9;Xy54`qjaW1n8=rd1{;C!0D17s2IdL^t3

$Godts}Fiky9}<MLA>^RDZrZmh#vc31%~JahN!FP zQ3V1$_QQE8`1%8I0TlrN!^X@HaU3DRBx2J%`L)G(C2wvJpxIYd-0vw3%(SW4&p390 z>uben39J)4*}x2Q$%%&iYumrPXzAx0nc54^-EVT~O02cO;5fQ@;XJ#+sEf>wNo_@J zeVH2jv*LOO$N8ft5;rDxt` z>$>BsQt*5o^v_P+Om&VEm6$rsgp|2e&!4s9;sILiABamRv7KseuI6Ml*}(F(arZwG z@dx}_u=25cP5aAZyx!gfJFu*QtI626CNJ7`F>M-!Ci7g1p2_w|>cZ#~o}5cH4DOKw z0xBNLHE4S|*J4~kQw>Hvs+jIKc!oopt|jRxjZR-+Ca_(+M$&{|(PkhiMX=6MZ7kg* z2yVg|y&;7UsxCYYMdb8;&fR1I9k`Q7@~(VYnW~Svm~|L+QM+SygjQV;*(iaw_JwS9 zhd`OGuwfp>lxEzB97P4+Js4r%RBHqqn>%8Hz&yr!k$nI#yQR*2jv{t;to}rfy2=p0 zC_g~#mqUth9DJ@+k=R;x`8ig(>zt=9`vXm4w3dxrNWM^)Nop$ArB|qo;-2}`C|KB9 zPKdZUqSB<=~Uc_E|1 zqnxayxNj?`7m?bO0hh!5fi9G?;C{Q7Td1q%iXuF}aQf+(y9_p4qrt4(`$(m0Urg1yuYMk_w;z!q#6X3FUi@_Ff2sNE@8P6 zg=tv0T#udC^{wjw#`Hex(aW|E>A}@WQ6_{znyf?(+@mJ`M`Ap0xq!Z_9$#q%AxdiR z#nro!)HDeW$&-mU)jJ(F){pfZWShQuCxY0GZc|s{ySs*0vLw71mIdm7Uao~?Cl;Bz zrb<(CO0fFnY?X3WlPukT?9~gY2|W>nSat`JYoU5<7VY!ZHnWkqAOJ=4py?sej)6PX ze;Et0EZc_Wk%d6!U8zOGDPkfH51S&((>}kJI&+~KkPFysrOL2GR~}pey*4)l*;8TO z37f+cgUHIecp3474Oa7AZRSOgX<0bjL>c=j3xY-DkD2ab$@V~DCJg}4%MS1J`Ok_L zDd)YwFhb=rX+xd?>bGd)uvnJ(7x=v4EK_Cb_&^!ez-{W$or zL@I6kUSJ04JI$Zt+=_ zaUAP9t*k68EZkjqEjcQRU9jil$B)(2Ly33Mmsx<8i(TB_tU({h{r^N@Sm_%QrNF3O1VrsgLTv1UG7az~Z%NrRL<$ITUoQ;vv)6jTsR7K}Z zCrkUTrlz~h-SzBQhKQQ$*RSVgWxcJdlXm#7;pVoGXVobuyOoW>v@Tlm>eZ{BBnt}* zQPF(dn9G+gB_tpb;sWMsr+@pny(bkEC| zf0NWHlp@zTVhpzl`zlQ*-{0iN@0npNZ1UUgV#k3GVcSTg$C;S|+v!xI#2tQ54^2!= zoDSly_qj7tQG&1QSzdCydUZ0(uu^J%M39B|ZEfwR66b3!F24(}4VctMo<3(+*u|%l zmyncHR9sA8A?Ov^$4)6JDrV>we*XM9E@@N$8DjQFzY1}51H;GO z1aQ{9efzWb)@CL?$}2fHb93{tPoE|GY%aen$$AX&Y0*OF8bg38{EEz+?mmf+T$2qtzO@6M5vw69Ll{H|; zk(&xmvm-mF`~%uD1Vu$dBYSqe%UMhF*!d#)bw?p1lW$_j0~#8$H8`sH?~!9w`@L3~ zy+%Q)Y;XS+YT!}mGV>izb0Zy{-O6FzRbXgkC28~NI437({VO5jF4xTE^+j*1s``Ue zq_#xGL`1mG&sxdKR_;>@Ib2Ww9vi2j;aN#ZNnG4b|K^IX($-yK^$&TOQjOpEuU)%# z+KZ*#>)qS83JMB`g@htSZKB(DcQD3fW!+yAm6l#c-F9(tNj;y*4zitS(>C+t$|e zBZ}J@8TXNBKYaM$&neAcsO8`w%=PNU3mKtp1VOwbdgAZhyGP5Fl$1oz#LdHVmvq#A zP__OO{q}BBP9d&KDn{Dup8<)oMW0e3`WFF51V^OFS75 zB9UVcA3EeqYA7d&?33@_z4N?}RyZ+Xo5G4ta(VT7Arr1+B79tX1q1>}Miv&G7Y)tc z{FM?`;yxcjs&H!*I(YETO7BQnd(Pmt9k=VRABn05?5|!8WJ~Nv`IFmSkYhijZfZJ! zQ^eKcc>H+R@2&JxeVT+CZstQ5xdPoWG=)pdXLvSl+?W#oj)rDXyei|aCuwI)u6m!A z8M6Y-4U^l|{aP9t2lA}r`O9hebgwbk9`5R<9*qqRcYS?N4z#vj*)1TDnUwUpsY&Bm zwan?$8@Rp>#1J7Pw|6ByfBrlz?Ov79X^(TaD*HZe(UyzfG(#}n4!Q9CNxn+-aW2op z2Ga=#hfb+nRy}u{o;!7%J@Us7JC?IsbrLc&m;1aq&qj$0OGrrY^YaS{2}ww}4%9|< z=2=ZmPj9dGtT91XRJ4o7zCBScMMI76|aUE!|VU zE;F+ygV2-6el@MuRa2wxzudA<=394vo^--3dY+eOopm^_ zld-Db&ZehKnbuH>mwd`Hc3DKhYv=p0k>=F%o}_oJ+JidM+}zv`0(X&VeXHyo98fvG zqj5LjR}5$!u(LTg`UzBysXMhsyUjK$lC@HYC?$jlQzqv#qmJ$v^aj z#5sjBKJrrQWM6&!Df$p^lil0t!W7nPs;k@0j$B~!t-7bNyZG?gvuD2&0#|*+uYQ(8 z|4BX@)k9;-z zUu18&14?PQxJpx7+i7~Ro?YTPiM(#pj*poJ(k5Hj$K#(r*ZA?WxU9|)|9LaV z8QNp6vzFT0kIY1Kuw=3H8#zdEVOi}XXekdvLmR_TGkdZOWiMauZ%R2ACVJu$^KI+N zAN|#56mC}b{k3i#p`{2PVmAC1id;1O+A43T)UtW?JojlRp+#Dt8D#FF}va8Fj_r>3T{b>=s zG2wNhV)|un7c?}suN;?*jEtttR0+t=5( ztjq)LHd!U+?4@;LuLC%j2kYYjcHHM@*RES9E+&?xotAIY)8IYpFx+zF;FZn(D$N|Jd;Z7CmW|WpL z5*@h~C(E~PC6Ok2U*5tN0X)#5P&(S%o12=x_V;i2>t?Cz+|hR{#pm{BPLKZg!L6AF zbrGUZiHV7&rIG<}s`1Ym86v{Mdd1h% zn{2FbYhEm8JC0vf)0|&^L$vA^_MA|aTbo;=p?_HEwBUG>QDUODbM5(>XCo#K?-d*U zL&e#1jt;x3Zxp!PzBb4B;GLc3*GnuO9EkI$+r4_trcH+r3zkdI&V8_nT;;inO{6TE zh+Lm>!F9CGa=TcVkDlr& zCG%s&w{G3?lQ&jVQ}gif(A3maRaNaNbLVs!jFoc#tzeq+PVEsTteoSe%eIdvU* z5`j-No}#`xySj!xd^kAcQmUU>Z)RQg>)R3I*Igd-ql$?Q*E3$TXZd%pUcI`=VK^iz z%IfeA0CWk*vEu*)I8hs{Xgro6Zslj`k(@hr9FX)T)U~v(4>cq{c<=!5ic9wPhiJ+9 zaEoH``z`uc|MvFwR!sa|RrDga^6zgcGl4}?eTiL~oqLS$XGX-hx0nePT~AwV`PSNW zKgV`_ZFoS@@@F$$zLD0CHFZ)JA`!y{>d`qa-5!6lM&9gqiy#A<^(@WiKYFxd{@|v9 zCEZUatB9T+gVg3);ru5C88YLq7#v1Y^tsd zPU**mPv!;uUpH5H(EHVV5DGiPZ?jD&vs1wKmWA4!|2J6|sl>8I`aiADf>tct^ZDKN ztNygY*7d7S1>HBXZ5!XTdgTwo8CIP-@Fj7HDbg7WfmtyD%b9!O4mSDS;dPjWIK zTV}OQ`jC?=_1MU@X`SrJlU~Kug?B0G44XFb^6)%OOS5<6J6~^}yR@`K_Q5u4Xi#?y z{c>RM-dAQqA;H0g#rIPW1i$a?y~rhZ`SN8owZP))tJ_JWi`j(srggW9H(o_KNl;Jm zBsn`fXZVp=SSWL~{4x9X?v;yGeNeeUYjY>Qh>!?PQ^dLO+EdTAp}q;%`id~~Z3KIBQ+hUBCEdCT!XL;#i;8cXpJrA*;UI$p8{p5*RTb5yLY;0?67PiWv^BLHUPo6xH z=hRBq%C~6E*y8=?I}^>vR(aQ(xy^Mu&W(2NU#!O?NNxT`3=9l>`<9fL7$tVqs6Osw zUad*auSOMV;jlAvpIpah4yuG3Vz(!1iGB-yc-yKqBT6yR{FUL#b(p1uJG?N=r7SPa zl_w`AdfmQ#Hd1VItayADz=QngOwzXfXGgjU1;xbL%9a7Ql)2BDnVHGRyqHNjEGT%6 zb_+XuH?h6)^{ZDxV_7Tf`ME}oc<)b;di2ba($XGOkF2c2I>lP4qv-RX^=!WlmUU&q z&FcqOc?OBZ zEKt7^O^cad_v7%4NzO5Xmp2WtWwYe;eQb_JRe`dfpHT|G)x{X7sbvGNHYTfthJ@Vq z^xVX8+zCvbq3&Mfv1{_wlaGpshpQNgS0kFL9bQLLDXa3|q1S4G)^sfEN;X)=KcBE^ep`A~s%ah@()fEK z_|UEOo0npie{mk<{WxU5k%?Cf%Lh!%iqoH0x8N`zUpk%z)Uv^bMBk?9(9nFWf=(>~ zKdFoC#is?&iC-TXoX9sm8de)4Es){CV_Fj~ymRMHuzce4o&A<~G@YG)jdd3nI}B@$ zzFApvww2~BtKPi2vu$p?$AF+ve*eN=fe3=4R@@(=V`OaXIyW|Yd~Gk#uzY-dXJ_ZJ zZW6i6eXg5<&#L43&ZC#!h6`IH9Aw>kWpX3etLdReh$M#=(^L;^-MaPqSXWq3(6y1a zBRVg*-1YJ)>Da)WQf>uJPt;R@Sj%yjy1I1d8y$uk`teZ$q@ZXZ+SSqz&v70_X3w5I zC^S|U_Gedx2pI5tZJC`q1?3{<{{1YsUq1l5bvObaJ$e)p!nAE$4j$Z<6I!Ru%mxAC zBdlMDUr)Uf_z-I)tmfOtkE+tr(mG#2$~{SfrnS!ry4Q`3*9JevR=j%`wBM@kK)X(v z8&O!fN5SFMk}wU0N9R)4@w(3oyY|yOr(yAXoy!{EY;HAebb~1k%PlZ4kkfs-ezWvK z7H$uU1~7GuG_eHgvWbo^T*Rv5#oud2C6o$f_*D1@?Tdij42taEnF&#NnI?P2J7*5P_65m(^4xgS5C*_8bH7O}iIPMBW0)J8!~ zkXoER$Mx#@mBx|svl6^7a2i(!KXRpONmz9Vc{}d)+7&8b5VGV1q=t5+mZDKMQL%CM z;H_KooB({U2!VpBP5$Ph@kheWkbSU%p;xAb9N8xyKZylUJ4#1*#a(rrSW8n_EaiA| ztd!mcC66l_YV)AOVTZ}A9@?O2W;@TZSM{JOkCO(ZEfw=3_UAJ zi}sISvDrbC6qJ-wXSaj>Fx0e(Kq+*@v~qqiG$?yFeKRJKJm?|b*&Norco4JYWFG@!vDs4OO;uGp z$A%QG_|4jHtZ@xkp*+D)WxW{~1T-ab_VDvtV<}dL3iK2?Sm^5NqKvZhA6!}VA~lk| zSy#FNe_PT|`LR${!}7&Z8%;t}Q+jzJ$Nhy`<8KCtwF2b}&t6{Karokk`&_aRUKbY@ zn#>&l-pOP#YQ*B4)xlodPdBt!PSI{*Vc}T>Qj3;w%;>0XuHCm`^XAP!alE|8!9B6A zp~oaf$+0D=wcXBT=T|=SBroCS&DC6TsJ98y9Fi^?w0$HZRLo*})o|PBhcH2{RAC;T z_s*dq*fJZFZOvQKF5q#)B&c~yJrvHIdB_o$&Btbuc|KFW;dc_l4=7DPewYiSQGgbk z$GF$f*bQ{(skJSxvuwy|diIHl=56S^OFaDi*GJp_pzVh4wM{xWHIVt_n^@@gE|UYqLlFeC(O z7$sJ<&F*g$Qz#(@1_nB87tb{+ZWHZs%OR0n6fdKg0G`In``JC3*+tJvB9YkGcykqO zaytC%mKUZ}CVL9G@}g(A5$aEy<<{uu=qT5bKx&R%65pCjSwtVrpyYnPwOQ)X(aVZ* za-L_CUFS#hEyC}t)c=COcLKd6^26ZZJE_Zi0$yHxTU~uFwHd#eGkztPvYB0cucxgx zw=8Yog9p1kvtm?txvya+1O0l};$dIY)NHoO?`GP*eQ&M;;jEaewChibur3r7y} zqAs6nVb!s+=+YAsh*yP2_U|8>G_@{$4}0t*k)D&rz0Feb-ZorIXE~PWGxKbXM!I-(oS!| z%@fecI}=_2ynu^QOoZ0p0NT>zge_QjjTi`d`0&i5!!Kt?Za+EJ`}V_!=ah87J_r4m zv8dxb!QX){(49;*G@4L=qIwFZMgmr?Sx3uNw!Gx3vsVpffnEQ5rg{Fv6|;5$Gs;RPGuSBzOUeQIX^-H+ zhY6Z?%mv)LX9+rS{raqNfFu(Ywx`+@kLJOg*uceoHnPB|>MkVrO7G1ePk{X_n{E?m zMac;XU%!5B+rPbGlYjX_zd(%pY&%+Gd|VtBA1I(F3Cfb|*T7S3JlloGoxXSRdxDai z^^}#`Kdx-aVyNsOIysLRy~4%?ME_l}QNYvN+tt}w4+hM$XGf18UkE<0pWUOqS4zqQ z&uVCBNGXJO11&A>#*K#v0fD;O+B|LE@zOc{MtYQ0+1s1i;i6ReGAAoXFmZ6`tE;PP zXb8Fev@O*yhnp~8?t|X8fB$}Bsz!9xs#Se`eOS|>{CZFnreW@cPe{8=54Pu+qGX|PNlHp~qN@=Axeyl=eD8Gt`%ZnULAmP&909UBo!Z=ydR|~C zamyZgkSb71R2ysqbcp~~(F~v>1Gh;pa%|Sg4X7Nb-7J14BW>A$C_v+1z;}WbFXMj5 z2XMF#L^*cEWPl=MWqquy+ykf@`ykxpx(Y$#fnnEfWP*=%Ho1|JnYqWlQ5mWWK&tyl_8a0=b6D*}UnOi3Xx01%Wp3X->(`&UNI-k=Y;ymh&*Wu+~hDhDj|<$PQfk zOPTAB{P0|PME9Ci^-Y>*EfU$X?wi#FtdmrP-Gi6>|_b$@h!=n4qD%n;$JGa9CJ+GxD0v_D(M>%0(UiD@g@UOabi z)5V;|J3#zy?PO*fJr#Kequ?C)Apk?6RlT}s<6tw)MjUNts0wzjtR z=eO8{;NtKit-BQ)7gy2UuX{3GYyG-)*tVKlT1CYnsb;wpI5AvuQ2MT1Nula2Tem_Q ztbYH#OYg1bL&eLswppY&Y|tl9-gftk(b3XoX%oEbZoTaG5~HJ|Q%}(#`;?R%ZC3=CvIbAYK=Rr6dRi`gf|tpcDh8pp1OxXp4%7PSY4ajaiw;U|W6nJ{lQgmWZ&S zv8@?a85g)bNhiiK;<;;b4quU-q7gl>CV6eD%uI^>v!L+4`6I6h_}Zo0By{tyr7-7D zEPvzibrtw{^!Y^bhLs0Wu!R()rechTVM^E?#curh^Cv9#BHNLBI|V;~`2vL3T~HM% z;aJ;mJldlm`-x@cV}G%YJq!%o0{IDx{_qYq{UY1GiZ21u9Gsle@Rngla><=O{Vw>> zdEha4so!09$Jaak`f)i?eW)V4`RI;KFh}dngrK(0NVfd)6Z)FIY9&Ll%TpC<4r>Pr zv?mG66^UgvFD!v>Z_qDE$gf=6T;l^tnar*+li`IXPg{+?7Uz?(3)Sj9vEl z#4WO{tllAc-9>qpA1x~dfEkIeu0f5KDO6386;? z1-(evulzAj09ENTFKpep^B5pvtG|QC9(resm9L^*%`o?%tgUmkKguJDB>|zIl71Z+ z5V-l-IIr?GTfVjT{r&v?tuMaxtN3$))KBiB73+Fyl&x^cUeRDgz@Ut3m7sHad3u%* zvmF+IdUk^XH5InB2S1ohq0gzGJ12PbD1m7 zspioUWBGeK`fPXSw1e%Gfb`&7clyag0_g4S<<~2MjnEKs;`mI{IjA{K_$>9Q*d57z z4sN?V+i7zufZ!;#?YpU;DH>6O8xQv3J{arm=I%c15x62?iQ=O33!Nt8-d);CwjXJm z43J)O0<3^8ihlA9M*sHhUq2Q;d-enTg3hZ#YAt}C4(K|vGmLa6K|n5EytrbK{8(C? z?{OZ8(n_bC?#6YZ`g@VYi70DGYEn{C&DB`ywlJ?Gi8+9-+E_*0t?_8ty9gY}WY_+>%LgIb-@+H>Tx?5cE z`OxdVH*>-%x?-HZccloL9l_&}56>g**zvQIuqjX1FYT}t0V1`><$%i+=A2CyjHp3* zZ@3vxrj4&JxcG8))Y(?pHn^x$a&ok&Rf`hiCD#^yPQtsZ3ln^E-4Zzg(&uV{ayN7g zcr6*~DM*gI4?dJ{+5YV6m)B^Jf307y6xEt`At*4g9$k8WwA1dxhY3}4UI77^ijHWi zmTM@yA*krC5HwZqRkB{S-a@t?>vDegU?1WS*?bbv!0@=p5PBe6q9+Sg7_6+!$7{KI zZCMZYq6jU04N`fiNagJ)Ocvvo ziBr;o1veFI$|_?zvR-6gn7>hu5N=$lYNqpJU~bcU)nfiSf> zqsShgYrdqpkg*pVpfpjD*4%S>DijO*?V-p+goZ2$b~Ml;r4VYv~@K zyxzERBQ7rP^Jk+g`nT;Zu^QR9rObrF!JGhSGao;G(Q-giI0r2rqGPlEJ-%Ms*hd}A zz4!lv`9oamWDL5wb^X8TwpU!o5{+$T(SIY`73I=cG}_c#w13||y#m|5^!!hh0$W4n zZR^>NdVvi4R-ts}nAETg)Pf<9X*=Wj8?xbL+K(NSWHfSZkfYtg%$yHdp}#uRrn^X( zpFhKXpdO5q`f8HzQxWnfev};(q3+Esx->Q6$`x<&z6HH#q~(7&8xzF5)$)J zoJDqQS_41#=p_Yv`{ytgDCrqbpDHRS06jsnxixhVc@c-+7pn$lp&|nXnx{UEDleB- z3R`U!s9Su9jtj*(v+@F)$fwmeLS9}v3Zzv`T(>N>E`LGqf1^?|A(;;iAMFz29SZ*Q zi!X0dX$BY@xBx>`PEHQOO>0)Kwp99CaoLutM>H#S`(E|fQ_FYf z&Yg9)sNC>e(wS`OSuhzuR>j00;ifBvuM-6yB5`15Xl!f(P7k zZ9z#F+oWHq>Fe_^73<57CK&TE`L^v?yYtRk*Z^Fw;N)gH?;g@dfB?b6`B@~zRygThkeF7x0uaY&{%pSa z5jORv{6`e69Ryqqbyao1C!%+S(T;!4YNuOSb6e5wo?N$SGL3ddEaCOV!_YcaDG@nI zwO9otvSnAnk$wBBJg!^@>40R2O((&Ys+B7J>uXS4-0qYkl9G!vtp=hje$d~|uz3?- z|6y^nC@cS2~MUp2bM|2NaQYL4s`etH}H6s#qfRAHWL4Nlbl z>~g~^`qeAZHkn-QTb1+(+9gC?U@yyXb#f~C{XG>B2Fb()&~*dXQQ@IgOapf|W4j^a zH32pM6S2GqXd*8s2ZInIPpQ6u=Oe+hrvB;4_9MtI6=Kt&spg`xVwZ(;9R(Ev-0gJ1 z6FPqE*e_(fsDy0u=FF#0A+_O_h2`hZ9m*{EJU(tCeNpyqihDp?&{O?g#LGYTPXwiG zmt;&_y;-E=MXTng&FButp_*ecV9QxUwDVdyaJA5o@~q8sT@dgAU@u?#Jq+rL@(KQG zYdbNT-^0Pm+6j?1B?3Z9U0thrE-2s~AD^EKQ+0xZf|@*)sMa2)zvwUZsWJwHor#Y6^$8{i~OM|P999Q<)7}bXLJ@e`Re>! z9)4r8^$$(?AJC>X@dwf3)8DC{>j?1gXK>x&;fR zvr8Gz!dI-;F*4h)U%w6pzyJ0trO`}??1QC&N@=s zO3K_pR0<#;kL7Rx-q_QpcBbrK*r?G0)ICoU1bH(dk)c9esdZWx>SSitLzQBaVePy3lp)TAdd?2 zpE9l7strh zJb3GT^~J-wg?1<7>zn58&G7vD^MEH+E9f3chsMU74hGdeO-qVLo)`PvEsc*_4W0wqxZ0JuJQs{^P>Rx!%uO=Y1%H__!-D>7?%RRFRB);>uE{(3sdZMN}CDwp84^b0Tg*`+(><;&FWgX#{)44_asN?g-r2-|xMEW9!JyIaVAvtJ3S|N4L0uQq!864a~g zy-j|hX2UF?j}%3mb>lW<82>kA zCXP6xfdw-X*xjmgwg&D1>0_6L!XmN6_l{9Z#38nh>h%G~D> z=9b*On@k(qI!xs+P}VZ_OI@HzTr3Zt?a$m&0P`$^z}$K`ZuMnNAEG2cPd=@j-HKpivm<)_20A(y7>dvjuOst@H2oD~TW8jn*M9TE z2FpA%O)HTR7vkO0vGAk=&A)ibKE>l@oqZK~R~k)l&VY{fL-s2!9hl`{7xZSkR*ox% z(#$k`!F*OW(WYt#w)^R9pb=XCA2!{+8}XkK80DcX3bXi4rRJTc-#TO%f{sWvy*ldg zq^2P#z}9BgcZy9?CQSFKlWajZJ9e+RQ)RS;j2hfdft&-Jn$c_?5mIl7)nQs`t#t!Xw+7P0Vh`=JN*W)B%2X1L|f*W$#Gz7Wel zwEgaIULrru+lraOLw4h9XMYkRr9{ z>4Wkm98rS=W!`{<`R=u=s7{($IjA+M!lUg!$iY=8#-5}+dwCZLXyE}(+qfe|k7t97v?Dx;nMA*Brur&clN@ znBL_U$B}kpOhP=e$}mQN#%$+5;i5M!E8!w6@KY{|6`h?D$B&orFE*RcKqwS5toSSH ztRt2oy!oiJbI>IqM;1WMAQL`F>-dO&P{e!yzktBp%uMd6$7j_C?&iA|bAI5nPeeA_ zanP`IJ|>f zB{~vrR8Y{DA6+}CS8<~T7wt{Y%I(R9;8-P^M3>&#FS~l5tRFg5L`~Cab-wiIuYX{} zN=PBN)uNo*%ujhfNKM^9G=VGQAg%}13l|OX4g*XAGY8=~^YTtlO!(ZpXD?=)+qkdE zd@u3u}f&bZHA^yu@2_REX zT~`!v8mSpZ@;%s0JFCXSDs{f96>c>?c;RvT_o%j5{l#Wq zXP4|Mh|BE@`FEmB`?k>*TyQ6@3WbFH-e_iNVp844omaocAO2l8C=}TTE)RfDX5X6k z8pJj|ZwrR%O@HQ%cDZI}XO}Ph@Fm58-;8A>){|_hCq-jxjCR8!WOlze)$9`AHI_eP zZw0ac{IhPp$D#{dBGm(krX2Ka%d^sPb90Lju}Yw)$HQ^^`gY6w60#@7D+*;>A&sitL*MkR% z&1F;4u}#>IJJ~up6<|*A%$X0{RE~3v-tVn=JHt~j*4l>$LyauK59@)c1hMltBaeiwxQfA@fmphN}M7h7|E89av+(YhanmclOF*F*Y7FGOQ2@v60LKBALX3n zRyOKK+BB`}Y1)Ps@7}-fz}ljk@sOv$GnM@4yuipVq-*(B?e;{9nXYQtpxYo( zy*=PpEyPA}Lhhh)HGw?zEy5-vZ%0o1aR_bbqHUoAACqAzN=be4 zsA&Q?UP42sP$!!lhAr2&T6`^H)_pU4KO&+tR(8GjXP{af7(Fb6PFWKnihNb)ta>TG zO)elMglCVRed~3U5Ky{pCb4LNKej2ElvjS!LQLZFXvJ0@vfo7rxd#s(M678U zS*aL^v8e~df zl=(2z=t2Z^W?U8#G@Qfa2O_zMfgQwWPzq;Q3ia2vPKqlWt3nuv8Z+s%%Fi`#ei|1? zhP*!0d>$wf<9;lNb79?BGRKaE=2Mt_`>~KZ%iN1epJCIxz(H`G9#m5!)bKa{NY6od zf}VXS_&s>Lma7xH^crQ)KS8*Uw4i{|SU)(MR*}nU?yigfvMet`*20llI!l3hVH)Eu zf`U~PFbkc4_rfzd+DSyu%dvjVXO@>|T~PR>CSI%oo;?PU18T&tm+J{mG0y1laPcb* z2?!CiGeja@ARB|UniSvTn)@k{S|3NXH=S;)(7zX;r|+3HDzyipM(gtRnLB^P8kDzPN!EL40y( z)dPJ-Bo1?NH=kQ&-Fm&asfpR*&%S3lf#tOPtBw%gySh$#xdfIOiA;%#9b@9xg>y$; zl$PyB=d)y};}oYjoaJbt^g;NtbC7S)Yeja1^Fs`u*$bv>17 zw0@5D=0G_mu33k!M!&~+9Q!G2rc9u!O-qkJtI+1XbGY5hdx#UWttKZht zq`M9vU^5^;#Og3wQCXR4b$-QLK`ai>+<~pIk67E90P6?ilhi>6^Kla)mSHIqWy|sW zkVF~u0IT7V;o;#4^F1ExbYJ}G5;9Zj;75!1A3ZWF4Z-+>Sb*yMch;=~YvrsW=N_iJ zf4$AD8-#&lO+`^?%@bA32AG0nW@g45>Sa^?nn&rXT(}bpf!^ zhRqERNXn3TlRIXCl%Vi^7onGHkXy^@_Zo^TEf)svo*Tbm7&vp{X-;5IZ50)@X4!Hv<5b8Pe?euquE^#krK_fPo02IS^q~k&$B{D|ks>Gi~_hRN7JmW>x z(VNsLUW0fj$cc)gqInz(@R!-)9g&@gkMS)YhH@#+&~NuL*I>Plajudjbx;+%#?G)U z95!f%1<{&8_KETMJ%p83%MM9GRYPO1=MH!_-QK0v{}kp{9Z-}+>HwUkl{aXug7ldP zkx}@UnR#`Haa`HBNB4ec=p1|_@ihHx)DetSZQz2(&u=wCIhDbvJMVz(W{?oGF-A}t z61GO5FznyEx9R!xYeHDSMmZW$5H8Pmm%_19g`8h~L(Ws6bov1a-Aoc$?irTZ-xuju z5WsZs6wc`;Lox@&$4pT@?JVjktTwFxdWRK?#5DZqEl599`rTWq+GRWm%Zv51# zQyaN3tPR*!0;w4&%O4@2j_1UcjAmQdnwbXW`pJ!wNU)1`+Xv}q;$Hs77(UE;O1gfb z-Q`k_Y1{PPj!aoOxmOVO3G5O)6>9N9gDgY&13B;j5JR3{04@vqM6=XcyP9g9AaE%g z2&2HGP-QLfP64>i-S`m5CJ+G8AG5rW{Jf63(~Gf|<_=x!{s+`#hz2VPqp!kz`wbhA znn6!@N9F2qoAR5U!r$-Ny<6XHvI^;I>e#12`6uT{@Rv{vZNyaoB@2)t_Qvd=q$K{a z2mk(?VUYZ?wS)mEmrcyJ7i!w&}! z%FQT2)Jc9qGerYEc@CO<`D-uRZ5(PVwnD*6KoSJCsKH)Xkd*j(jn08P`=b$bM(VW% zgJn2T1ilcg0V2Z&5<-)L)RK82=XF1^T8O0v^HgA4>oLp9#PqGNkIJJEqGglzaKq(h z_zjV+k^u1BNWaW&_}` z#4rVNSdhUXokY9+c!zF_8T9foSv}Lc^6k6?vsv^XR69REZ;{(k_{}6gTd?;g1nKY1 z2BnWiimA9Z3=(cfcAoo}?-l(yo}Qi`awazX)s`E-6cdk%iD}cS;eTpqd>yl6 zTl?2v7zMiZvKOi}h)xQj!Q*&dZ9j4TLd{BQ#gWS&Dk7pUQwvR}Exs`S_sJpVC@XRJ z?PzyoADE{>@9?D=FexCRKzRbw@6wWUC>Q$=HCsP_sznWhDR9_9#J*@Y(!y211bcBR zjrERQ|CHb^84l;KTTM1XOcgY;7h;KC!-Fm*3A08d~@{x#@CHp|q#4r~12dS_gIM|Z} z&dPfD;tlF|Qm9SZ5fZSIZDkS2 zz>8h^e{PJVU`UF3Jic&9KmhYc*1R&Q@Oj)^tAr=Etn4nL>9tXILYGS_>&6{dKYOy) zF%cek{;@FI##;!Ri?*xV8CN`TZQT!!>8#Vv-{eI z){Q;5h1}&boDRM-#(#6`aVUG3prZa4 z1mG5ssHdg2G#p)cW=Q#tw&x&jy>)8?;((5!jk{oij0QZhC44J|g%9+$0j?tg2dx23 zaTI=;1=8t5z5-=t^YNjft$@a&c3NEp|Pt9si%_5H7Ux3!x;S$St#e)S0h#OAJ^o%p%@_3`zOotd5FG9TpM% zKanTue?G;6PeE2<-;Vra!$0Px zrxQy^K09*W1g9a6c{Gv{9OJy#m^eC5d-bND@5)n`X;c;c+6xlKMW8P}%N+r{qm8XM zgVJtl0f~Y{MyV9}sw)!@LE;szJ~TSoT8IU2Nf|Hr;_uDj0^O!HRtIB2AO+V!eW12r zpyCv!8?=&724kDz`L{!w#(NfEW)9CVgeziJh?=@YW*zkG!Go_U|rbuC^S?Qp%04qE9CbxKijYIXh7NxYw7_k z77R4tr3tv=!NEb`hVl^E?>}Roo*zgmcqIDMyPT=ZL+{0Cep$hy{<)21i>pN+u3O87 z*eO6FfwBcueV+nhk(rB{KtMyY>RwTg6ffU0@ui{1%u*f|;G5_E{`nK81JC~brpTt? zB^*m{q?Zh(x1=C@i*)S40|$2Cq%kyQXZHg%1sno$i{pGf0!5l&-oP(;Hw^f&P*G`2 z6Jr?Zyu7`MQz%&!>d}F_!OW|zI%)%je6%DaS3W*_`HP?JkzqUby>6?66%+IG9diZX z13{Q`z1yQ2^Bg22O|Lj_Y;pKsSL^oEqGB|kt6;H(J-^4oJSE?tSHAJ_jd)-&>iI6s zk0*Mop5bo9Bi--0L(KLu;Vyb5#UEi6tRS;p5I0d^bkbYU-<_~-Fc|UpaW8TtiYhA0 zxY)@6Vxh9-8sHkLEOpF@)2VkAmmE+#u4)lbnCi^53}849uOxw#W`p*~`ss`@(n`po zp|FRw^GKUpF+50V0No4h)>cua-|YDAj`R3M*0!lbJ*-s?w?*NN%gWNMz)a z2*|#*qX^E1OA}=njK;K2q(Nz{)D<)e*d*8$=b$bklU4>9f+F6!D65%S>*sOg*F@{h zP8(U<`E&{E^46x^Hb`7&lsXj(}9$< zv;`mpom_KaP~YKs?r=pXr=MV{CN<&BNQMoSHzU%BlmxMc3cN^0D0~Qg<_6ll@V&52 z>hD}+%(sxIzc(Mk&~EM)%7>Gz!sbmk*KXv%{1AAeAOf7TwGPXw&8gSo4bDg{vouYTUrt;|0YqJwfXQS%+62m zfK$;W8rm5aCTe=@gxt%Q#LFbzjW4z%F%1kVCuH|kVetpvibKU)a`u?>(c_BHNR(cE zj+ZHi{0-h@kiuR_C>dyFgKt^AVWuE-bM+VO03U_aW*Aqk>HWzQCR(&A7a2i_1@wyK z{r;ZHE{>(AvGZ1DPODRIjO7#7yovK`-5D4dKCK)X85yVwu#B{! zEW}8;XPvn;W!$ix5g`O=WYRDt*gSe4ud<3k2O4ZGq~>NUT79Ua)ekLJJ^BnL&J%q1 z&6k~LjP}MMC>bqHAg*-cJVFGg5j{OUlDQM}p6V$N8Mg+??fx~IPxSmok`&xjMC+$X z(^ThmO_A!ckfQoK&Gi(y#Ps% zV;&1XVbZ)Z%D#205<5YYrx|GJ!Xhds-tiEA=C{>4j25cMVf0~yf2Y&W2`*Qzpm)f$ z))6t%%a|#32hRGv@qy&OFAuJ}56t!xWWy?()BnrmdA-NmM5vR8P*=f$e0_XmZpMcl z5q^0>?l?y#b==rx`pJZut?gm%rqlCUaoKECr)2Jfm}Q`A8ePKw{GEuY=*WPb8r57T~}v=o{H=b8V6qQldD&`?fP z-x4UZ>%~p(ntP{x@2%FR%hL^7;!ze)bKFDhzV)f5qoW8~48Zp#8$P+`j^p};x=T=x zCx0ymwyyLwsNvs!!!iBpk_gdGg`sU!VIj843IHB$+v#YuGS` z)N>t$sV3KiJ^en(>~F85L#-D&FAHm{(0%;bw(A9*Xy+k*e(v3W%c#!mD91}vsFLxH zBXOt#a?nW(G3SgoszD2Ac?$%Lr4#M^Eo|MdRV*M!?YPC`-NggL!^QZU?wIXQs|Kbz za|sJaXlLfF3pSrbb1LR|VeTbcxe+P*hqY?B1$ z)@*WSu}+$Ff3Z!QOGM^(;Xrg{kkr(sQT!qXp_jPPc z|75NSA$X`{v(sun#_ij)lwVm0%Y;uPET(F04&E6fb9{ji{(CH6|M7e}PMrH0ZtL_h zaq-_Phq#19&I9zKO*;<1C{a5hd-&kXK;1&jk;B};0_kXLD<~?0lb`JszUl)R4XWD> z21KkubW98ZyL9){xLb&WBEl>Kk=dbAtljnWi4%Wk_@Ck4vs+K3dn@W^@FC*-ry>Vx zTDkeDCSLs%+?-|^jX5<9yee+X45;R_YY~k#Y0bFZW+R|ghy*k@=RRA%PK5$*`k%7F zXJ4L+vLS~xdZ|a=(4Qiq zps+*O{Gob^Wr4*i4U2|^(|FUOh{!B<7D8fj4`X7=ua8n-{es@|e0oa2ZONrb;w6ZB zcS=i3fpy8`o7N0GItEGD!SwTjLXW`okU7VcEzlKg3(caF={$H1-!#ynE{4faeuCd# zdIoh1?+6R_A<+JG`dmiNTq_F8EyZ)9hu^(T4R2h#EPHJ-0ZQLL4@wie6!j5pt<^rH zVUg^Gp>@2(Ne%AT?2`xywkM_~^4j)}NXuZg=t6@;!iM!Xg+@~hl^7NH&DBVpa8S@W zEv*pw_^a2h=@ehLstzIe4ju2uAU+C7e`;o#INk-h_yc_au1-gHwfuwC0Q?j7FMA{A37&%Lc4>=W!u zZt?fOH`k`39&r>_I{WhAD;eE3lIlFc^(Hk5o5~$k@-g9Cim`2=V7xV>5B+|onyMm- zesYrKWx}N0|Hs>#hvnFQZ{L?GV^Ii|=`y7OH%*j;OU4XIMM;K8B@Gf$Co+^2Ng_(7 zNXn2(8ImcY6jI3$NtBFb$k6*a%l#Xk_j%sm^VfTA-);Ne$mJZ4<5+9$Yv1=(wR}yx z-Ba^g&DIQ`REt>;vvzV9uISBh7Y6i&sZ}gtzGJs}L!+0$gGW-&HXbdx6zv{cD|NB&hyx)=w&+a#-E?QjRs)+|lA@!yb`IH;`My49rDDq4p3_75*BEzSG)wj}G0g-z^Z zK!Iv)SloNP2_+5U>LG5WS148YdNjg6&fM z&r!x0W|H&H!>p#q!oTY#R`imKFNpj{qN%BQFz?8ZmLGM9AERYrGEUt~e*X<*etfSE z53T+#iaZ&fOrzSb{AZ!$@bmM_fx&J{u1NRnYG#N%7#-LBd-j|s){7`Vxuz($NlJ=8 zDg0?W_@aGwdE@0uBpQqEw+eZjxXAgXqvE>9lO|5&6n`DkR1z~Bt*>v6=79eF^=$h} zB-6s@cxA}9>|=06YOihk_ivwG)!%GJaq9AUzBm4TKhu}=?`L2K2c&N6zjq#!J7nD7 zKsqs#feKY3oC%Eh z_ezE=zOSO@;2=1FwL-IjpRpDyo~YWkJvKRF&^_ayT8aqT?^Bxny%vj`N1A6*m%V?U zAzHsi8O>ON{}7c#)_?r;!zVo3D`lU^0T#VCi3#1atJGk{n+}ROc*5XQ zwbcpaL3(K8M&UpAr(}9J)-z?aOb0X46Y+RgbU<_wJ@D^=B9R>5#zNaW#kBtQ;1fsl z9jE-4{mL>mFfiya0~eiw0ysc{$Jqvy$C8*7Y7k@maNz3f`)4!x2XWDihBib;{{x+b zjvW`?yy6r;@W~X(y4X{>m-?l{G=8x6oY_f4FpW6?O{MtbE8Xv3r_a@BQVnTET8YJg zcxicJ#j^5U5#=G=MGEI-%a)1CYWhg7il`#HtEs`__mWxbjz z)ZJY;vwC4O$?@^#aWxo%u$dz!9Yr{>;7k!6T5@9%^eH@bU_xJ~ja{*dCA-n_sd4o7 z{$_d}fLUiWD{QkucOPCNvIElmEfjrbzoAw@)oB~=lASD(1dzhJJiq)K1Ylv(GcgB? zibA~y3x}Fjz~dGc-B91U6_#{3MZuDnyZb*@=V1FN1zs;HSwrr);Ec7ED87I_5vh41 z{hyyX&DX_FJe&_?L;q-l*PSs3^KRdsc+?zQV?MHRV+S{}GNCRa!UKV2wCCa~*)I^5BZ2zN}7fFFQ@85H^R!@39 zMdBE_;^}AJBWB{nm@MNC8lARsH$4o6mG8(<=#4pTY)cA{n7Y zu@<-zz2T{gpWA3YPg*i<%$TdtLV#hfO~T?&^<-ufN&gXRzYqD@^%B_%vb{Gw$wX+E zPJ-Bmb4J?LVXR40Sx&DDO(fIF1Qp;5huo{6x)lv6g}N;ir*-5%s0LZ06c3)`T5-m7 zW-rKUXqMbA|4iGK`gl3w$&+qSZtA>n=J^AUBXU)5$*OGpxa%R4$V4+F|96{1NYz}w z%PE?{Y}VEFVr5W9EbIrP3Q8xOr(@=EPpD03vx51q6?}cOSh-+FdR=AXtzamL-$hym zBD;sGl0_+IV_9`~?@kFR1K({)-#%OO6v#o6C;0Pe-=8bL)`1&SoIDSl(5nM4f7aJ# zmL;z_ra6YtqEdrCe>=d8HX_#1$R{qN=AmU{xhFc>?~m~72PVJ>2Y&rp>+D>`@vZ=& z1*l(cRDVTxwJseydU9fOq;*kN9sxDs`*%tTdo00IQc?<@O_4t4mDt+u$D{r8XBA*R zuJ^~td%JHSccVwk`nIqvboE<`pK`=+DhKc+LF@%Z}6Q_M^TYD_08d^ABf{ zc~CUf#uuDEAc`YtA{ABPIr(O)xHykZ**hlrt&*1&k(p=$Y?Xoq9RA^?5w}NJ2g=T} zZMcW*^3UXVY`Z&hlk>ZM+r80MSrT(*Ph@GYLsUEps(M;TNLaySc=glqwz$ksW?vSz zN+b`T&?Lr6CeV=*qQ9OO9DGu(;-VrPtFWgd?1=4aijm(WlA0Iai{1TvN87n`m$|qY zgit5_1c60)vD%38sps}A$d%6tL^yT`f4=lg$zF=(9F;zN#F^&ite*#QGY3ddyu9XU z_IRy`5FlFu#-$v?=Ujx<#$qvI^&=dCX9Ja?skfJn0=B+Rz4Nk!Yt2?5H-G0g`O z5hki>e_Gbj>4t=XO;KO~#y{+_0b#ehmqu;BUVs+ggwBh|zQfaXAd zA$*dUc7J)^N@6XYn@YmAaZVI&1>)1msQQ0 z*B)@;8=NM}J@1XI0OiT%hl_$Dy#uG%+CE`5eP4U|!i6=|2<$py(K(tUUAjbo8wWUa zqmAk$I8};#6g#^f%F32E?gfc2E&t)z4gLYBviU3;T1@DL0z~=F7g5@vf|xb9x|!s3 z)R#FaE^n)=mo1n{Vy-gW;}zXRdk2ScGE%5}P*Jg!{)3ig)6;T!^QeTb@%gXJb8I z$;oBB;CidCo6UQ#K)w_lYn+vmcK*CLs(`yafDIUxROnO5I-i>FpB73#*VO1-8rZ)5 zc9?H(jknPziU@8~oFQbmI|xEOY+m6)db*M#X1KR**{jCD%-iT7wYCtAO-y=W_;eBJ z!?Lo#?b}by-v{m(2)cUwkuOmAjIYYj^gW+%Dy;3es7K3^nyyV)JgA@sEuG z$lAR&QRcimKqr@AUQm#ll%xuG!pvhL;u>~Dfgpb-8s|y=qCv<)A-?&##W?*(1UUU% zJ$Tr#FC=~h5B{>&h0(I6>r0ah?Qr+oV;*PZ@hTv5VC=VHy6=>{L?sNUf?l`jeU)a`Y%sfe3sHL;ry9YyS{N@zBS?*egD_+gSa!lDs{YOPaTomu?l2CH59M>m5#G-D4ynHvnTw znW^cs^X}JTF51=Yja(5p0up6@{W0zpL`x>^Mq6=0-}~Whn>W>a(QnwWq_fKwB2JD;c$kvId+gi0_X`%aOb1LI z9*yb&k-tb1S^nx(*Pc7?l&2Spm8?Z|yN?=O+wWL>crM-!l~4LhtT$?;JIozFhc`HV zdW@jnuivHs4w6TSbDiBR$+3PL+D$v~_V*Nd_CWWt^__vRlmd@j{d}U&=!O?WN-L^8 z`WLJ+ie~f(8US0#iH$wG{Lf7| z#qyJ;yj$Y*te@qY8zW>J#Iy9Dy}KNbU$gKOcOq1)GUBsYnvTS1Sy9SrsD^v@?(Lr_ z4ATg^y{&Droupvu`uRO|;vF-;hdCxYmAr<9O3UR|#TUA|_&XyEa_s=1a&F8)c6k=; zs}u9=tgRjMj15D5pHm-nex$u*$&$%O??(>a0mNh`gMRy%wXZtFV5IH`CDo=R_v>yh zx-UJ<=}8wS=#Rd&BG|g z_Y`%qNgs2-cF>Z;yU6ut)~21j3M#j)JtoctM_S-hOp*$9D!`Fgj_!8ngubGupnR?m z?VH~}pN^e}UUziseO(sXDoCaa33OUcA6&xgJ@I4q$&$DQvvNladsZDDw>qMz1B-P} zA!q;akYUjsTjqq5H-plNn9`htM~@%-K+Gn491OMtELkx4Ye#(XqqT0 z_4U2U16{_RBo?a(Sz;v>9$rA&6Yz!yDUhZooSq6znE(;LtdcxgZsAVocvEEJ9&78? zb>Yk}uFo#sjt#Av(03=_-C@QutF8&N_MvLVcAT3g>?pKuJsTNhLc%gi0N&A`Ko|e6 zdUa#RAI^uXv0N^q#}IqT_AII&W#hHYOqL<}dZbORw?|tzI=dq+!B?MFky2o382@~g zbs=f0hSsTxjSqm`N;<3*xQHXhBkdR1E*iC^7;yc`rzoP2|COD>p(HZMva@m57ai=V zuUwWbBc9;Wv0%Dg-n45KG} z*RDm7?kg1w0YmRWilVVg-GkENo=o8BQ~W+jc4WFbXpzHy%dg+Q_0$twx@NhPU=c&ld&?INE_V?}fDN%9^Ue z<>YIeY$d1XH&a!?E0&mYlEn1DaL=2&;+tK0usN%YEZ`k9d_$ z?5J>*+u?a=&%10ZOe>CzpSTZ(EKzperZF!Fu0?%UN>$*$Vy!{Uy#z3h6ykLCa!Qd7 zojMUL5=a4me*a!nTzoV(_C!G?>D?Ou>7nOqppsAq!fL{mM+!u>Tib>!GV=RnO-)>U z_Qv({sgf9B^}?s0F&1^h=z(wP>znOD<55V`d-84qz%7}Kq z6vk`Tc&dFP$w=vxk0WxW@?9J&S#vA_G0D=`*Kh2GLUEtt6)4|?y3*wEKLax}Q*`u; zG@cXzppp-N1J4%TyfzNzUBXQaPl%QW2U%}21QHO;5(?et=iSF@gmcwJk0I!nr0{5v zM7e;XCkM0Y2dJxy=oBkZ8ygjN4`t`3l28i~{}6ejB4L~t+fcqy@Wbc*VP&`a1~UR& zM_DB=qiWF=oFBQViOM|Hb`cCZ7!52yqR4$%F#YSmm^6~Gzv<@zcG`umT?wm<}H z&n;c}Yw0tNAT%IkLw^9ZS^Q+LjUb1f{S^soGyS)L#=U+pC!+&9HJ1?4UR0Q zzYpVKYHC*K4Sh+Se00vrf1mP;y=QN9`gv_B_gk=U4eb<>Jd96Kdgmh)K_wI?o!W3N zRIT+|=X4YgMvL>mRgIGSPua7BmW^k{)U~nAk8Atiol`)~syavs$ahjg`t!|)Ei~$l zif(Lcvdyo|*v7nNOq>1*nVF_$lV&p^Y1lYIoEuP5FS2j(V|x@NN_i}1>$<)DU>N;_wk!e#R^dB%lRZYHKyR{-{%USrlIup|v zCY3FC>Gdz5xB^_eL+FIQ0>mWDF}}>4Ig_(A>cD|%GN>e=7S~L-{k_b*R^Xrq%RYSA zzO4~mHW}7OIp|t!H-)0*Q;d4t+h)~r@{9wm8;IykJ@RA0q>YsvkDgd^y%ALgD{Ije ztft{JYanfZr{u-$O!_Ld-t=Ag+NR)2pT9ph3((j3`pU)a?BinZieI~apvK>eu>Z89 z^zVO4g0>9Q$lIUnn7^Uy{D}RI&d!=jfdQcNw=O2h2g8e_dcRff;n{M*1TAG78=H=y zSVj#VtnY0wjh*oI>sRz(36}c|cMoW_X^g<=8Y%9Ln%dgB-Ugf1x_5{Cnw=f_C}4Vz z?GFs^0BoM9vQ)A)_@X#w* zJ|PwYO!=o(W?$kKez}hiVAa>eLN|CO5PvO$iCwis8F=>m{ekNl95X1`fp8__e~T)@zN$5n+*)Ym`mC_&0BXFKTlo9hb-K)?qUNgb$d)$LdOLUWu7-hLP zT_3{_I9>fP`(%Xkh7YsH9PIF6wpZS+))?m_^w^&)6!P^_{g;sU6fY=A@Q_cD|D#rsMJW+mE^Ue;mD&hWn_(@@o5+V=N?Ulm z!-b`mGRwsZN1D!&I!m2Bx6I%6RL3~h{vE)qo@g_!y}pSra8W>L)gUJieo4moB{P8y0h%3F@Q&?HCoKkodAfuUi?e2h_x zRn$J}m~8mlC5YTd7a>R{rCx`A%PE8Zt>^gW@(Ta4)6i)wO+w9ZaQZ4T!PCO&AqaF( zB~iFg_KzPFvCnXXV+UwA4Ih(XHMxc#r~|0cx{*u(sZr2B10MsGf+6#pK9#%LlJ}B> z(eu0fJ?|W&(^pp4(eO~3!BV6w0oOt;21i(An&Etb%FMH6tJ>CmU~V_Gv|{$QZP#x9 zP={>NS)viL2APap2A!^sw{63#Yq*$o$2P^sSHYVNJbvz64gW8868~c{eC)*1kza#3 z-Cfnz4+m2$Hhf~zR)7CEpAEig3)Ovb(8}t^x(j4^rGHNbL9*`kYw~AGND{hB?q!=z z56>5kfZ&T^+ODi9&jiQk&!3^Yc~4q3ZyINz0$->{k3q^o%*_IGC3!5$ z7yZtjUMRe%IOfvW|9mO4lNQtH`wcoE!mb?Z5cz(rz06!jt?ASA#NIc7oAbmot5t2g z|9n-ejO-ega@7(#GN0__!!olRgfX5i^QJ>5=*&Ea9Xoo3-9`?=*MW6`Nr;ghu<&;z z^3WZ3$^oyvJUxe5oiiKOwefLCCg-;ko3tM65IP3$4nPs3-X#@hxgzz3y#bFiJn<|e z8i1ZB9R;J^wfE)kQDz#A-@prNd;f`&npzeBzo=`?$yo*pDta!ar1Y1DPZB$tWDe=+ z>6L{{{+k|W0TGT$XK|afK)Jum)P8iN&4x09C;uY2FzE`%VPUwLabSA|uou;WWmEhOJG5`c9i#KlEU`!sZ zu1KTR9zn|5HK#;5oe1b6GNnr?{1JXE@$fi1<{-f8I40>JM{nMAw7h?B?z}Vp4;?%9 z37xQO($OtjvS6YNn6d|a(c#wv;9+g3Hk<{BMD+CZn0^2cqmT$*lePKb8vg>zush|* zcsEbzyEPyn@AtdA*l_`%imfm_vF9E%Jsh}g+eO?4nLiL|9(OJ&$rzI;ZI8kl_myXFGLoxZC>pj8Ggm zems``&w%|(N(|v$kj4O4ecH9C*Na_?mq7V7eqb!~7|L&cBPdCwQ=AI61}qYW7V{8% z!N4gy*1~N+8A@G+qFON@U=|2LSy{P%r#8bw3~6DC?I>KkyUbe~>M-SmLVx^vkWs+f zqxN1+_tyGsFX$SyiLeb3ea1NcZ#wOchyVyN_(KJ>pKU{oMGofn?d@B&!W2l?W^OqArG>+s zRgPz>SjM{up`qu_=>(gWy?*_=v@}NZ7eIEPBSl_al06BMINMendg`^hpD*77_M|iD z)b95pK6m&0`SUvE@eHD^3vMon8Q39E=2g{ocu4#=dr9P(*SkwUe*FqRt%^b!N1z?N z(nhhx%j>P_Kp>)Pr)DrcLl}BzfrUZw`tF}UeOgU;ue}3Y!%ijPhE%igWA`GW0ln2h z5j4QgUYfI_dOKr^Gx~4Oat4XDv{c?VeWuqCUK2%r>e;iA|18{`*;}uZ)X;F>Z;)NE zKTXg> z3DZ^TgAZBFc>N*o#-!h&62(KM24^n)en-aCKC_pP$Ine1X*;F1cb|V7@+PGf6-(TX zUk&Zf0vrVulbu8CEXWY*2>?KP>1S`YXgYdRAKi0vmOXve`QreY#4)k**K8rpvirg^ z+ZK{58y+Ssd}W}}y^l$b?zQGyLdc_z9jhRgQ!+BPXeMJ3*r{&^7--lik@T}_q(1M{ zD%vSfs00PjCnDw1ym%bW)*$yQ9?Cb@JP>K>y`@M_o&3`v<~jt^4DA@|YWCp#c>`%1 z1%<>Rr#B1Eyc5#VEAIOd(0^(JrQ`OZT~AgM*XgG)Uzfa<&$%__8qW#vcJPhhJ^rlq~!Uz*pN z0gu=RPMEOj*Y`7is~!CN3w@O)Vy?|qf7-F0!7$RtOj7zZqhzDh_T) zk%ATrD0{>Ff2__|k&$=@PDnj8ApW-U$b>N*Aj^`oUzbwv?4CN*pl_!(A|a46ACbpA zwj3%mP9>fah}C=g1qJ^S#E#`WI4kUw?lU@6?~MicA^v%WTEv>E`e(n37w5NqT6G#q zU!C{rfD>m-MH)j_wL0i`7*Hcmbd5Wxu^~Sr@iK`LhrIN@w${~^F7xXXEJx~zCt6SA zzS6R#S}u>67Z&W^KOg`Y{lJ0e0MLY-`#|C$Wz@OC%-T(jsZ8m>hijG8NL!qe)31&t znL%1BJ2L9RXpL~CP)^WKKBHWQZ2IJ)Sm#}Ojh6X|;4QjW-S-cAkooHMYm6u1LOq?@ zZ&phT!^hQ6eVIpMdl}l4*subdg%{fFXq$%Ri!-Wf7v?%uKhHRzAxs?bwqu~o<^6Wo zJJx@5s;Jjtr3OH3Xm^<`R)1zuld!0$OLU9Kla*$GlrSbc!SMRmpF3_Zx;gKnrj3Gs zfT+`!66*s(LLSXipU^+7`zXKt!Rzvt%X)R7q8U3VBIznpNs=4oE?uVWH<+Q{@kph8 zQD&-`Bi+`I5qi7@}|MuY2;QoFhcj zs;?n|K|#294^(||Xq0{hpe&h|Lm%U=4fgr&zw5kUgV738YP_v0VXJZ$R~!^)KglVQ zSivB;Q|=)=wcQCq2EJYOwPkNa=$QCj6_QWjB9@`nXb?@>yfe4y@3ZBNj+`D)8Gv*PDgrgK7h$E-SGL{Th zq*2$l)Ur_AMw9ZT5Hy&ZEAr?;7A4}D_)vZPh)O%uPucXSIn%Z1{;UsxHS~m}eDdUe zN`aQ~%%$>o-4x`rT->_GYYhMfljmr6YQrp7=s)EiKj4)&_Kl6dmo|I4@-&BJ$hK{Z z5@0kjMKaC;<4C6U{-lpmCCKf0C_|(9G}_z-GA_d&E9;#=4umL45|_?LPMRn+M0Xad3>uFBU%j_=VGR_M)?Bh)Jcmt0hA8>R2ij(nzXeS_X*8heYdSR(wJ7 z{i?F^goQ@A$7)Deq;&4?Z|OASiAuJ9H<9s_DS$+w6V5HVy%P}u-v{1=U4j>$*2Hd* z>miP5XYGp)!Z4aMdv3@+W^;4P%8;7Hhpz{pFKFoDQ!b+P>FDV_pyu2KA z;mH;o?Ls8UbGEg8_u|Dri*D@zbGEpU65k}{>!j`hHx{fnaocP&BlSU(7~#|E5?xDhb;HkA?2+pkod@8l37?< zE`IM8-K$d@o*A!s_3E^=g{wD^sT@AsN0GpzPPM;fp@<~&WR4uU{$#xokdxRk=MALU z4yw;+7LlX8)0jj(!P3UUV$plSq#fxS*}3QV8GRPcH0Khg^dIKkYcoUhXhV0LHupj4 zt5;wv0qUbhF<&&&aQ^`DEGRB6fBibru!9J2u@hw$*4B_f?sm@=(J0Iw-3CqnME1WjdGC8{2 zY1J#o_q~87 zOvb*l2M4jgy zRu+_ZJeZcEI3vXuvr4+<-i)C}M)kXnA{Koz^pD%OIG9RO}$numf+>2Uz=kdjGJcIw}GTO71%Y zcQL@&Ix}CGDilrdKE{FFLe$y2e?J5D=A3gx_CAy<&VP6xu|^WFonsTAY#t+@kO!d# zA$uk`R(z?iS4jkmXCe*wX*Fs__*kPqlBJ8)2nR6r)Uv#je!601FZ>@$`?X^USjyeI z`%+2aRSZv?z8H0sGjL_yLYvAa_t)?DdzWf8vhY!ziIAZT-7gwhTQGzmiC_o&i%k3~J z%SK3X8K@KptBVJgP~Zf-bjyhjJly`H=5PXvF(aS1nhT6>Dax%P zwjci{=PZ~9%b)pFTdQklbA8p>?fAT=xXd;;R|?9@$^yRZMG=NiC;803$mP1r{i8}h z*3?`S>i@76MJr9x78qp~mdtlOPo*lt%!kNh@GI|XAzC$n_o1^n{?kc2bOHuT+zkT@ zM=iS5!SeeXA^$KA0#b3t3dkqs1slio&T{8AevuRa(unO|gj8p)H6#hNBb&H$qW<7g0CY>T)(yw2)zRXYkG@b#4t3NNIHu$|50M5bL`Hl!E z(*FDkYPe&EumcfEP`|dY21QU}&z|q()s+LrbDebD7=|R8;Zkg${fx)FxCT-SCIg*Z zb8=ZUi4`sHXUN3SK7IV7_lJ{fMWdVqs0I<69C1cNTU#7sL9EtX+c+XfQW{rqq@x>m`GYEq)k=9@)h0Me0zkXqcB|i?`T$z-DxbmXm@;MCpq^(~1mC}Z zXC4KhQc{cA-KgiN^coUj%VO!krAwDWPU3va%p7g?9cpIBd@|wMC7ISXHd{7t-WdvP z;73+^vz-5U~8$#cFOJ zkq0#@BC8CvpJx=56PbVNiO7Ln=|4YMC@Cs>(}lwS1-)0$gLJ0;QDID#iU5M&<(u|R zLU^ZG7lENNiRN1AfCUqGP;`G~Y_$&vhVg;={P8{CF6q_|v{Cn@Y5g;|GDWq{%!C9} z_-~Mc!{Ws%5np~_OAi8yrW!zyMNhvr3bkYhU)k>K@d-j3_Evfjo9=Vj~-z+N~r z<~3(@;4OQNHv5u8BO@6(V*Ozyr!d6;DX^T-vSn4F&aH>2UQWlq+3spjn(;nE#@L48 zm|3$vpYGbxra-*4SPKo{aO7La0WuG^8NU)JqMp7x>jmDO1?!jvvdnFAEn@99rsu;^xh?Hj;HM;%u^RxvPyZT^H$G*;+y9&Y*j2OK4=UEJd*y z4jE{c?oV^GNV)7Ulg?)N$c!2JwA95DLlC&&mItRZ^kTrYXj@Cm*m~c6{S3D0$2e4X zV5*_&Pjs8C#Lkw9Zd!p9tKhk#M~`-La>A-~^ynrf6R+EM-IO@{>01E#c&#J9gkNi= zPQ_>Y{aj*etESlP$mDGeH~Y0Tvsp+P)zUWar4y%4?SJ^yL-4Q<)zzXzn+3s#(4I6= zCwldy=!5$J_FG=5CYNq#Q)(Pw7Z6#McSe=}5 z=}|WE@4J)^Tq3M)E8m<0UrtU*B=gta(NxV8cN!=F$&DY1c8Zo2?(XwF%^@DmhKf`1 z#Y@zFK&3-fvd!ufPOv~FbUP!u?3mCO3KDTVeZ{(|4w`1@2i6A^X@!IQGu%)dlVty} zne!ul9C>s2>7Gefg9Q&71C#4RjkBYN@f2)Nx88a|)58&Pn9sUkckQ>xP)9&*9&_Xx#qT4AGQ zm_Py}#H{meHh}VW;q)K8W^*CFfcKMrW4*QU(X0JNX{b&YfU~qcbyqZ~$ zT)<^Ui{9@CUZbp#wVXS6X)h-4Z2=Yp^xJX zZ8ao`A!X;qWX`vDW1_UGjc$JP@r=*|#s4_n#YNC6`6d%iY_QPiCuM4?|BW>k8l7$8 z&tAM}oAC=)kV}}tZ=L3o2f3*oyR%{lcZQQ4&pI`=)hy#4qf_s19DQQbpYGiV9On@L zgp`R!%op2i&TMm7_UeC!e*}b|9^K7FZc=A57!^y+LBb%tL3eRU%@9T@61uELUV^)N zrsQbJ(7zHqlVgGX4UhsD(YO<-b6TF6i?Sg-If+14Cgy?u5ShySbL2Ae?uTbBL?E_uQ5%0>~3m>WE^Fk)kNZYhgKj~ z@1I?&Dk~cX)wrzZlT|fYY{Y3Y5dHk4;9ECHB*=oi$B)kvdBvZbYL$7CD?zOp@9hJP zj-s^om{-He_!lc#dFWrPWbokw4~DN1zM`#MQykD9kbyMLHpA~Jj2sZ7o8KBI{Yj!d z%vOZvlM#U0h(F85r7&WVd!+3TzR~N@U(lrR8^87WGXz6X`2vJEU7c~rKIj%3)C4vu zE~K?-^dYf$qie>I0(0lkVc{^7wrYlTa%r9==1TNW0M|+JfErKdj2C&P0Bx$W3E>}B zIoVE?AxA1KjEHhPt$T8GQr+{fRQi8tMqnr83$#qv@_$87{@j#e*$9XR7m+vUPUqI! zd$6{4_=LV73D-6Y^74fsx$@nHz7l7Sai|m1=(qnb_(_eRh!llZ)i35KkW}&$@bE1( z7?E}+Ihjm*#-kvt;Q<0kj>CbRUS8e{;nBUTDW(ck$9-j*0aMeo)7VHADzD;yYsG~ ztK;@6^fEkq>rjh$hqige8+7eA@7O7sNqStR6oe87HJJ1E(Q6LTAZ%clOSEOsyDag$amt zZte<5x?=T0OHRb`7_ofp0eLswG?ZZmg?0@k>6P%CAB3pNeUw=H>%VWWpI~O@6}7_6 z9me`7Y~e6x&-hc7VHBpQvl$D!dY|)W&EDP7TiLzk!y_LYo?UY=INEbK6H#A1PcyEb z`R3a!%HPPHuIt|S_bo*RuSCk#Z~m@d{-aaH?lZwJn3tQtI4i)Erwz+R zD19j{<&X1s-fU|i+M<(G@7PhArrRjIJZ}>5Mn%nR+TP3;=}OnfiA0h`x0S+fuc&-D zFlwqk8f>_EL2DWZE}C5FEq&=`0Gz0EwOxo<_rT|2t_NEdHevO%OFwV;Ht-T8y_&1F z2{!$LhPt!fO+(%hgyQ_*Pq_`3bR|$XY{uKju$U4hp-ZPXP1j8>tQs+%7?88L?TX$@ zTFc7^Z`-EDENKI^^@-(LhywUX7wGMCc5-SuH+Od9;18HXPR`EF=H8i&Aqkm(KdCro zDLj1rpscy*q;4#TJ8_~7Ux%AEyHjcoH_6g+!M?Siqi2 zO#J%g*UcXa3e53<28)YrD|Yasr*OY6?9R=KxAPd3b9Gn!z;;a%uNsyd^?e|fNt@aRbkPevZc? zhqMnJ(lgib?1%0rx~^IOdVROB(6@8AF8#0_Z^tldYsmaD%v_<={$=njbbOE7r0anA zH?&_FD)?V#XQb+Y^BOf+)o7 z@thJ1LIU28yh4=t&`btNv)`c_9q|TV`oYY7{AbHGQKpZSJ;!Z`;7C0TkOV)$OPpDWqqqQ`c4L^(-q z?Rv(V1-)S5LMZDi8OvudEI_O{aVKIx@%fiqHGd6?jqY>f#to!NqXY~9_)}U0%k*r} zjS*cw;O}y)g+?eDO`~e~)~(IY7m4>_(suL}#UbRCXXhkH@58m^&{z#1zBnn3)0f70 zP+*|Dv#pKI8qOPf(~(VqUUH&G{-hzp0NUQYdm~lArwGC?X#wpT=cht?@_i=XL>ah` zk!>?Aqjki!!xwf=E#V6=$e{nh?U${+M=eSH%Jgf7B@+W6W`y0|6%pahbEGoTXtITY zId|@SIo0)E`8hX9R^G zXeW3xS#-{7*ST|}0&vmo0yq03Jr%qvpSp^sx6Ij0LI?Qb+Lo-FH#LG8ZM0v&^FBkU z$L3RO#E3b=t>?}aC$AIq?*G`l^1>x}(^y#ebt?Nh+Gu;g1lS2^Q6EqZSDZzu_Jd#r zQcbed&1lufao-!|^g4Z-t2H^?Tn)P@BoE{rm_XgVb?bP>nJSMXq7S8#`bF9=bE-2^ ze+CP<+rQqs1P<|O@DNTpK%^fFH?>t#N zX{&pT8eDM<;@RSxo;yqXd3CP1|5%c@|4pq=y`1TmYwr0$O(Oqk8nSMNW!HkLT3uaT zs7cYI?qBe*IVy!fLSGg@m;-3#&lyI&duQ4Yfd@b+*8DPbmnSR#wce-ErwYB_-gn@k ziKgQI*)xZUddCqf9Dm<1Xr?e~Yn;$TLD&R&G&h%y+qoMH&XiQ=8pby7=Sl$z>SVMX zSH_g+77{D7VH!ifHeIL5l6-z;!j&f9+0gd80y~R@eHbLDa)*=ev9Y6_OFi#&(p&z_ zCA9>JIRgaV6`v=7%l2w;-6WlK5K0IAg{m0j;)G9y{shLrq@b1Bt zA|0zHlFpx&+pjQCYq!nhnxb2CQ&QP+<2D7@dKJuqJ71o3&v*?P4rj1{FeEy-yTX<# z!B12AnJgo40@hk&K^HFzt5&VDu-NrEdFS{V;H@N)A29BETGQhJMxU;C1al$j1~w8u zckj}oEkkC9y6c1Gwl4>FZtha{gOv(lU=$GO;-u9`#Ss|2hjqb`h27lTxlj3do-YB| zXs~;&P++y@614}PGleHA3+ajO9@-*L>xaI^)(I5!9c^zcE7O)Z_Bd(jOz%dhsMGn? zR9mgdczg9}HjJxJUHSl5*C}X~I3?cA5lps9JsQRnifo2r0? zR8|+9|H;j2rP{d25xXqa+b5b=x;`-|^n_wHZ{|#7;3HiNJ)edU&Zw`p-r|UPk~=rU?@|Dytzl;xSa79* z>-r4Y)lDsNR3)8q4_<@bzG}{Yb#-;OW$)73Ey2Sn;9W_o@Zn+?^W5Z;YD%M(BN3&Y zM>$G28)FEcsf6n62mNxj7mgg;W?oR-l1(#k5^mm)#$4h682odKpWRrN)JS*j)Ld=- z3$Nu58TzWBt6SirhyBdV+55iO2Dd~WAtmZUN4`|$GY-Uq!fJM^Yg9=Zr?VjH@iaAO zD&WNVt9rSRWUYnAtqGZXxIb>{wr3aJCOkz|pcx}{W2UA*bm&>WDslN66}Rtmri@&3 z9Vw-H`)-45Qcfl&PL-)CWI;n~A*sK)@cjw2gk2-0s>Jqc|97RWip=EFt5REAK9 zI4vFD=`&^=yxSp-)rCo=>ykSJ0>C;38)w@Op=63pOneXQMm9^@JNV+q4W8R~wjCV% zXXFA=VbDTotL#Frfv}6#LS*{x%OUyZW%|-ObUxkiF4uKzGG3y7?-)npz3$dT+TZB3 z0o#2!*{EsW!r&BZsYPvCx1Km@l80W~#zLA(8FCpePVNv;NYPYP*W~CHB4Mh1`(XUi z#d`aYn)(a=Y|kF}%!um9p2Iz4#~x5iY4+)Jt$2zkeZpLqABcuK3Zy$CY7mDo3S0g- zt?8Rhoyt}x7J93aflNJSgQGpFJDS{tb{qxs={E2`CmoeS_2y!vl?(`eZdlMP;_`nh zjs~@Sc<_V6ln+ijYWj@dm2m1;=>y|Ue)Ia_R+%0pmPVWU|9lqe_o@|w2s3{nOz~}r z&>~$@dcQV3m+^s4NySa)-kLpT>{t|P+)sCf@iETBCv${h$r`XH=XGRcq)CM5ZZN|sCCpTvu$gc-WGva+%%6%c6{c%rO9 z@vz$@qHK_{@nwD^J^k?(PnG&L@>`}JBhgw~b4T*M*)VD^J#k=X?pud_rgK`Pw>sq_ z&0n9Gsp&BOsaxnrNtc(K%=!+^(_MA+$vOMbQt{Vw`&#tX$#Ym`?iy+NYJ0-BI=kH} z=bau>fQFhxxcLn((UI2IN36M>rqg!jpJPLspKtTQCE}}DP=~-)ZoTb_WQUs0^|#74 zYpdA0b;GZ(wwGP4bXGdPT={=jV1)l?ff4zAD-GXoAFj*ouKYHuVNrAljWOvGGl{Z7 z6akHtkM^mI!;HkXrpnU7;upLg)*SX3hceRsvwXO0mw(Ls_vHp(Zb_S_3W8X$%Xn#y zj>ik-Al|udtI|m74V>V=AyRlVIPv1ewKRDlS&xXyJ=W1zqu@h)!#^I=tMua*B{$KT zgD`8h`Y8gnfC=Qck?*#$<(avRG30?swLcpP@9NC=?P=CiM}5~)MKfXUsN=^i#IG?K z#uSkQ#nmevwC{r6Y(B?H4$)r3BOs0lHx^*K8xR~^jTlWk^~uYx3L-uWZ68&H6$ps3 z@@~k3yLYc-=1;eFa!1z>^*n-2Biwt2DqydadV3M$th;j3M0r1pD@f0prMC|gJ8j50 zxp?gyKMr+j>g36)!xm#5vEMnVG1vFNJsx)ToHN3L8 zMnf!JoID5bG}(1W9p;@8QU{SollZ+Wnz0(IpYwv>{UEy&h4Cl@H8h%a z<~3I{p82{zpmx^v>-$sDLI+Wf!4R&;d>x8|X3O~ac*vPP<>6Ku0(9Fb&PN*OKyQpV z+K#f*Y`7g28ouEb!c8d&%HkxXqSObXFRb?y_wjCSr*jsI_9ukGu<-EmNEK_X-EeD} z@yWx-Qj&9ahV1VERY-Ku>xxI%PB0mSfvNa5QE+@Vr@tBH9H(a* z7j2~&O16-@ci1r-%#L#%#$(cgE))I$6vCkpvN!)()=+oPk!z}OU|^Fiw-?c;`?ywD zTe})lbN4^)e3w+D4^$+nN}-HbrUx=}O}s_4Zqy0Ybz}WdTk^V}CRVu_Ap0@EX|gah!Wu2AO8w6=aT=O!A_lfn_z!I!@u`m&ngI(wMfy%;MF>}cZR<7a-=cfVZCvh1<; zYFJ5h$OA>AoNs%U%r4ml6&jsti_8L(?m1cejuXa zi?JlnNT+X9`_fs={kW0PTr!A3d(Se~=f7~Xtyw^Uw~e)%-R3Zb6ucvyO`nI{ z;R%5yRMtL4Z~PmW)+zZh#I3Kk`*JmQ^@@Sao_ot=ern0MzFJy$S2OM4zg8ThNB)M+DHuUBdrZMIH|g{e<3u1@n_9)Beg648 z+gN^^nP+Fobj60+Eb~e$9knJ~mgD&kMsXz5=J@})G!XW`xCN6=c7%kbHe>s>7t>Q* zv4lBRGC6u!FOru5iUYBQhnZOD-4?%-ty?{OOW^;1wY7Rj)1)lCa&>mt!pji<5xV zBkIC|^Wm=|Rlqv}Z(&?lt=snF+7dK4slx2exe@K;{J*$o-c&F6q5(^UvItrXEjrJU z-t=Kv6LS*2UhLTr&+?j{*?DOBuHmh?$@kJ0H?doz4?KFZN;d;k{^1c6Q2Xl> zwtQCGQn<9wq=~uRI!Mju&eayQ>Stv57>8821o4kmYbb14D9|vJzD!xQCEz6Uh-3uC zz19tT|D){63)OqWTN&rG?UH(vjW0`Xh>4O`25ZZPw|rr%C(w%k zgLas0wyD5rE+cvA3Gu*w)>a);vrsOxW==8a!hUTQ5@%sqdiLuybARG6#SJU{Lawvu zBM_j4>lkq(F}@q}&O~%%l>hQS45F=EwwXUw+46s=0LryU4jST@)yd2k{-l3&Jr!wD zzc@55$Ve5debH7iyAYiR0ehZrZFr`=BQO?4Dn&2IBearvt6sFI*xi%-nf;fIqz5ra zrafM@gqqxY_fku$>%V7>+W%o~V&5@)XS`gA)tE2YJi$Uh*<$=l_;?NPgJ4tYQjj7I zDPM2+p=9fw2b#Hkf@ctd--~6y|5p|8+;fR|50V_!CR^I?>X|R1P^*@erhk4z;Riq{ zszT9RP`84N5p3ydY}>Z2sK|Or5^1i$!$M=^LwF^A4^;^U=YqIGXsIeXbNK#Ek-8cS ztbOE2-&9SXs6mRII@K^r6`nVn;Vmb;>EVCqE7HP?bWWT&d9tUg|I4*D_d1(ivio!> zqB2<=kwcpX6oeo{ykEhjCADx$Vbd? z*<@_k>9>Y|;p@Kte|H?demHE{Z1(?s$Kj7~>cXO~?c|vHCIy6Ad0}K;`Tl;4U6o1? z(MS-B24*s}ZQC&vtyO%1${UZ|LxolHa{jj$ak#Zzp}mAgWZ>4VN{T_iQ`SxAhFpNu z!|6wUQZJQNMt{gqiiWk8rva1+p_X;-y zHOiy-k5m%rDJhn+hH@jwFsrB7`5+&oLQdb^#x*o^P~1@sb$+BHC&@dU8v z7;|UF7D5k}jEa0|J*Rs2Hy-O=Zy#?FHoZhwthp|JCvTwi4ge?{M&BZ@{PiSwo!!%3ox);x^vH-BG6Cq--hg+9kPeq8c2@Hb4D<5K4pWW4*M&ue_ry#B^1yK zTlzGz^VTPh(-r+QXUu?qTKC{UjgPN*T^$FEor>Zw;Fd$gTpE{L*u#Th;_O8!5|Im> zoGsJUypG4k4R-Eenp#@Fu({@I;l@TpM%GFCFmwin>~6U7;)~6y0F1E@-ab(gZ3&!9(^WWN-=y-lXNoV>+j2{&;x) zAJ@fgKm4k-|6bed+No1r{qDtgYoB2fH0H{B=0nN3XzQ_Hhyx&5qCzC`!&lI|SyonJ`Ib{^bBB&uv|ruQ za%ZTkN=oKT_9ZtVk4mKS1B|rGuxTmE6Ix#AzM|yd>3&b{Zhq3T#mMRL1#lYH_}*S{ zCSU?&Lt*4Rrx_!cUE3@_dAHWmRX^ocY8+6}znOF7%YnAnK5Vl8zRY0r^Dj<`*9Pak zG+4L$1&@>^&w$i=sFv(twlvHQ@Kt!49PpKoKjR=n!+74A1)Dx+K_*+WXpso_CoTiN zKY$h#mg=Hf{S%N3cpg8a1n+0X@W#x{g0H>cmaWe$xB=&vFT?#b<3h41Qs5Vm`Bpvi zc4c0{i*K2u+n+3i{eTaqc+wv_BrPn{K7C9y3!*5T2VzG+htRMyI{MGUnbV@;-LDyj zPYWJg$2}GLzbG8lE~87^Yo}%=sgZjH2)YJ&=3=viZU;OPN}5wc-|7=?c=7EO6cEuC zGuJPv9QKihlm%e*r-;TAz?OQ;&H#~sXm*6Q58O-a?+(F7X}~a$DxcxW`Di%Hy>%e~ zkxi^EUEfl+h$DrzWrnxwdi^i9Z`Rl1CUi*%`1N+0Kpp($L-)uWvkSG4Y?j>J^N9s+ z>;2SA&i~+_oAMtljCC)+(GSa=*M9T!{wD2Dw)~IFU)M}~LxIy%%Jcwn@>yaQ6KfNh zovR2HIR1-0h1vd*%{Uum!;gO_tdcN_mq)z4nRsz2ea>;h`0;Cch@#hV*IiRZ&!UFQ zd!XrKKT@3ki1)r?x1oyyo-eoFq?dSuY6j2{%KIlw3HM*`szQ9 zMGx?av@-TOA^B=DB17ovr@GNomoC?0b^UJHv@hAmrgpy4V?xEZ z_Scq=9rDYr*XDWk!f}W1E#~xZs&KAV_OQFam(haM|OhUGcWJT)uM?(Lwo+ zsP<3qU${YMWI~UBA97Dlx1bl_uJVx08Ww=~kkN2svN$`%3=6$D)LfVHAYCjDpa!GjB(k`bV;hQoO8Lf`PMsBFZ+S|FtS zZd& zv?z^rBX{I}(A@ldv;Fr=ZtXJsX5RVO_S_V$p<9(l3$qh%dxiHOKxbj?ixk_L40IF; zCMX5hIxB|uo4lL0-bhZ|2Ktpevl9JqGM+hYq!-uyft5t&n>#+XAQ7g&xC9`NF%ApZSj`=jVhVG;{~I#K0wlAlteXfo=34mMBpua zBf*b2H!w5PEH}H1Ad#p}eGxyy*rel$xHwTFEzUFJWXz?3{6llo7ocLgeoqBXv(*iw zU>;QQzI{Y!i?odz6jFiiFD;+QtAAJRasoly>mN&afL+Eky!3zkn`w_RH{TgRUc_=u zjo5YL0KM~gtq-rlpSp?`x$<(?&byb1P_q$stpuj*RAt4q_vuv)h2GL5b^C;E1x~&g z@%ypqpzKlJ`1me5*CTu6xsvMIb4y$6Kloyt*X)vc{|WQfR43QyjQakt@eGo`{&CHW zA;0uG5T&L!ywB!pj*4)LJE^I?b3>3k;?-AknDGIk(OL8Zlm@<}3{VWm%VYr)92}1B zzhp<3QSh+6w7>o$4uFxv|DT@DJu0f}jN)-ME=xq|BmxPcP74G>u77&yUL|zdHIO1^PRa zr2d7#y4<<4Lk|Wlq!$$4Q^=$)zV&YSc9-^cI_ShA8-n1%O8zM?$|`NORfV&LlLGH4I1c8no&BF%D! zuHHb%z^OIu=+PwglJyEpcq;swh1csA3$e|TqX3?N)5Ifo5E%ZaLsl40Jw+A+fmKX@zH6=tJLmS(b(nbwf5 zi1@>zMPE`f*Si%|FsCG3;wiyNJ`2t1s7yScntaZ|qL9&P)Z z#mSIRc)o17MD=3mywCLSXZ$qQS2fT#L%+o0+wUy~Wj**$x7fQo6Ie!k%*yI^^??IR z-!&A<9a+enCPMrm&3hTAfqvo7+Mx3n4jx=s3l#1|i;qS!8U7eVeHgv{ZnG*X6<=9MCNz{isc27}&}3n&g`{*{b>x%yf6S8ddm@!OWJr z;SLt#2~OQhxB+^~FpP5P8VmHYFV3L_8>~sQ)ije7fcp{%Gcp!f5WT(NB7KqS^`Bx3~JG%XCpW(vW~WB z?*zXFU;;~#ERon^ZZHI3E!nV;(s~1ru^PboVYd+|3@Oj*|OO`e&k;Lv$y#h zr{eOfel48sRoA3!M{NkSk!}QcsF*0uh3D(inMlT-d3$*R7GbkO#TKyp4_V)X2c>k2 zmQE8E;hFmk-m$g`5dOHjzlD`<;h>#wLD!5063`(>o2Jo9xX^~o7V9#Ge(I%GJ#f&9yWuu>x^8^ z+zmuY$emHdQb1wOQo2GZ3lM6);e_;mQZ#~kcg1L|%3K~BF1S%zdpMzQ27AmOVQH_qJ( zXVJ*@)v29lpcbk=_~2%H#AQb+D*llQbO;_Zol4qb%eQwWfoe<$7#zNPP$1A`P|!q& zbm|qSl9(K~wgI5Xm53Uyt`^xwT5}Q5ka*avSo8wRma*FeU0#j9V+lyMW=(n9LW|{( zBC5f&1-n`$G$lw5KugFDVMxK71CXet)Se@iKFPf)EIDC2n52^Vu%J=lvqyvmM^Nr_ zGkF7+u9RzxYSq>(6gM;HyIfv;!U|o`X9f4+RzE7P5^ev4_A3>+Ra4*FMbtkam)7kD3EU~-#a>}G{J2x9#89n_xbU&LfI$0C$X z(PXMhMecp6{HBG);>d0fXht`U6~bC)&6;ORJm5eiGG+hmEdZas&8uNHlmzORp&chR z2WGLlpGE-vfEsgyU;2XeNtSQ-7JjZ3hh@CY);!sXOsYOPQNnYe% zV9w6;b=*60ymF9wbAC?^pPqd$rrHTL3WdI@R11Qa7OWh<BygY-YzV~{l9A}!Y;CSEhrzn68)4rwB7h^Y29HV*(1?uN`sEq`{!&f2=B zw2Pw$KwlOJWl!_cPRVFimsWL_LpaTWde0?5*p0ZD-raD2k#XwO#FMF!o-G`Pp86|$ z8MzD}RNrfA6285HG`F+y1)S_dCjRLU1XThc?cdsH(6A#8P-WW3E)>75fDK52YMKfI zgaPB%QBGWKx_+-}`AbrB^92@CRl>lYLuLevKhrEw)}iKn+T+nHyg>8id42AHbbx>d zirmB5v9mNj^M#E3%=H&R?fzP0ShUUQJFjCO3ggOwhut7yD02;+M~|#==kLT*b|$&O znsBX*S%7@!zYn1$j9>PX*Kkulo9D%|%b}LH_||bGD2JTp8{d#c<|WUO4Z-g+`ND0-1+AR}|M`?uaCt z{+*6SnMj>LHlRH{^IO6;x;9JbSvH1YgS~o^R+MigL))5lcG<2JcJC`M3ztWJS$;8K zMnFV+#kx1DEJc&|i*Rz-Xv&gKFgBfM9i8u@$gH}Izi8F&p z5D0+ZR3jZ%=)DSNzsLzF-=NOZAR*bQXW)Q`210W|cSGcA3_YA!HOh(R>EU6>n7@HR zDD6iQc+`9@M)%2s9E50`S7uGC_N}>mMZ^gGaNprYqhW_P^mv<0NDo~0ns5Kc{u|;) NpSXF-3fFGk`#-7P17rXI delta 49771 zcmb@uc|4Zw+BU3NsVJh1Nl7v^keRwNgrsE3OeHgwA>*kKB~wDkP^ipg&RCKnV`NSe zGM8DVZ@YA_wVvns-tYb1Ki=!Ne!q3!?rS*DM@yCs?tp@=`%@&Nq&>MbEwe>Ae1ViodVew&1#xe8I7Yj&GfhGuES^ z*h?WVeM&VrozW|J>Cj%{PXwR)>-`50dV6^#BqW4{hHhEE_VD4uVq#*-%5`6hogGHo z)dc$dn1rgTtL6NeP0h`d6C2I08UFM2wlc@J+Ni3jEzR`?P_v51uHL6E;kG`?ViuqUZ!wws8F zh%hrZUuckH+qUP}yVlmnG%6Yzvr~hgeSCbrq-y&tgV}q zn!TtPSS6fP)zwcJzV$4)Ik1y7=i+8-YpbfNDl02{^=d*$h}!tq;%lEC8(zN5@j4{E z#r`$iz43TnM7vho)Z?Wa%`^ejI;W9wz9{krSS;}2yk`n9t1TGgXNckkYPnByA|KutyEJTr3X(xvcw_wIRkoW_q-KG?(2E+pNz=fvZb zq9T_sDVH{G+<2`n`s&cRrNzm*JnQagF^92t_h`ezT_mLh1g6Hi3h@PMYHG%Wv2m() z-dJNo^~(!!G#l5F*Mx%NLJe=(1uZQF%AVi1wmon9{Fw>Y=&^~K`|#mzV#O8lA-dv0 zExFgTskynYzkes`RaRC2v&h@t-zh06Teog)&$CvhJap(#Tdrlt-6v7RIoa`R`KfO+sukv#`WSIMXvRIro1G-@zg4GyQ_5`GqoD`@kKVSGRr} zIXgQyB($})t-bADVYFf6Mt@d`KXCz)ud=g$+$a!d#Xg!%_SfJIOMj*#rHB#_k9F+v z+1a+UV?-C03Fqoko)t^YkLlqSM2BZ!p~HA>`0;~#_ny?(*XN>(7PT9~5$NgZ3FcIK zwu83K%Mo8!y0SEm+chk|>pIhRO+Yg+DykTNpPHJwIZ#{kL?rk*eq1}(LS9M9&cR^? zflz2WNE!%x^hl@RMny%1jMAQ}aAKsdI?OZBpGE9Gi|^~#ud%=rbuBmj*`%U_f_}f* z#KxnQ?Q?Igsi~>6*f~!-&uW@Q{qMq+QGdlnnJ zS41Ryqwp05MIQVt2}gi+68uCXaIv9N2Uh$!>(q+qZYZ9ml^)kUo5`@RjMlbM(Xs)}u!2gMN*) z9q(sh%hbJQWyL2_dg|ddDvFbnWu6amZXV{LSIjxEhN2$lZR362-Cm@pRaEQh9|-1A zcxPoz@|P~&m>z1zZqn1y{aAf<=3g&wZ+F7oNlHpSyJt$!ogS**ZX4w5TYWIbWuK^& zkkIVRXa^3vVknQ{Gp0v4I0*??9UUEIWHzuQdwnGE4bKi;;!&^kXQA4%#yROGTDcv4Gr0stliv}k+%^K>gjsCj91S);FdX7sBF&6d<%4u@*-ze zIfByh*S9wxf;g`JkVig{aQ<L(;e6*&9v@ir9$$Bp-8r3U@9qYlR)(C`=w1-&!%W zw3I;pY0J7cFfeeClkc&`GR%LB%nt4mwS%vm;(nx`pZBTl8dTR(5H@CuG zn#bYcEK+VdH&Ta&%t$`BZ{IfITwY#&NR-O$*|TQ{>8z3x6VF*yRXX-7KkJ`9D`w() z&2D@X_vIo<)W@FsbeLTwQT((>Fs^YIJ^iaT3k?m8Oc@nt`>l)uT;k#`*nf6*c8`tQ zhFa3~J8~_r{-FLFro5L>ppM`G%7Ao7Hr|I!4@)L}^&^Q~qLOKy+2?^Q}y0 z)w{)n`}+C>p6t&(qp!bGPA&CB)XvP_-d;yX$Hc_M-hQSwN-WQ^qknMlQ0V5!8ms1{ zkRP($MUEbBt`ro{{vA9|&-+kuoTRNc7naXDsn5D&8&Tpsn-(80t*>9IOBC80-5ZR{ zkBp4`k$gZUv$#`x{GSYH8VJU?`n;_2_UzgH9H%^K=zaT!hLAa%P`I3K-J+gQfTE-d*oNMD#DL{KY>MvDy*J?i|9xw;G&==nC1qKA`n-Dl`%pV zq5nc+uk>-ltTvRCL;U8_uUTc-@EtQ8;?ym zB7k>!+1c4yS;>isAFHcrDc3vCj$M7YntZmgNiJ4}98T9SjTW+wE-rSxdKHB1>#1NYl&HX8TORxU@+`yF>b;$Hr~Winv0Owc@iDSY&a-=x)O4n^lT zRpcQDhi!hnwPNEB9y~x%$kybMjcXtbj+o@MfB5hrKR-YG_%(kI9XxLI>+& zJ^l0N14BYWA|pGpuGIlFGSJgowPw62FTdQLZCXpM#1&FiI9?(qEZk}$K)-8O-@t%| zn%ag98>UA)W}kYq0{jQqhTgw_Us-BNHLjs(`Ok2as2yVQwM`F6Mn(pW0r6ZZ@`T&s zE$<+6ZdoVOZ)LZ&Qgd-su*|@KXd!<8{#_@zkYZU#dru*OQNScHFV8_<{+?cX%kVU# zUw?n3HS2NXPosI=X{y|o17@9ThFf{}?u`Xf0o>Z?@$}WJSAau!Oa6Gt!k2V?eJw3f z)5iTBRr9DpjW-D{>|q$6F885Bo2jYUj$QeHgPmTGo4n3+bQi;|Ten`SCh4b8>4-6# zNNTZN?@Q$COKWG{+ukCQ)>e2d0r_1|q=X>0^Gn{M=8s@=Q#huA@yLpB1E z$<0Zh2iG4LUj19Xo>uLN%o=af)44yx>0P=TR{ttQV;p?_#;sr)BLPC$Fh{FPcU`^e z#N?#zg6G1*f_aV>yQf~dP-Kmtu7<}gC#OGu{=8oN65*e>`l5Mja0G2pe&Lhkm(4?E zWo6HvJ*%oxaA>))D^-1Xe4O8t3mpY7ubqR4KZ!(oAbT0jO(9jmeU-$m+qct`&}1RF z3JRI!)~s1WPxw|C9LX=FkwXpT4pE>C3JV)(r$n1)H$F0P37@Ci;?-vHWq3NxuikcX zaq*GD)yc&sQvpVH=~Jg}R~TJ)5YhNOF){J`_x1V7dRrG47o;Ok8USL>;E!E>Ix=w$ z>({TRqo-F_Q!6M8O-2mN&ChRUe}LUKv2_qR;7>YzT2Vm({cxA=2Q^i0H5?L}w^xp# z0vDb*Q*2dQw#|P}u%VG45#8Rkfug2GCyO*!SmYHm8I3FExm1qZ_~IuVV8H74vfojJ;?`>kA6~BLwQ+#*4|jM<&0F zE^yQrU}Jab)Hx&gi8NPGc=yjrl?fg1#H>HhSnOHS2Qp%(A3nN9qYP$ z`EsHCs9E=9B^$xR&CPhiLK6*~9ajn}AdV<^2>R5d25+_G=F#>X^LPJzXJUkNnV|q< zx9e;ddNz4tYI5?kSB-ELw$JfFU#HJdq4q4LU6doQ<0F$6x>5^ySG-=nMQeuPY?nif$~lU_7&KQC_^hi@;utLHyMn80dpb~P@bzXeN|JPJj4)l1l<+7R;C8UGO- znFz65q>ykQ1$1%}-82~sZD$qF2L-Tj<{27#T-~Pa%s88N`)a8d9)*V1MhfwBaGXv$f|G>3J$!h$v*4zL)70K?tBclZ z{$-6EaE@}c`250nDKXuwaoT(Pw#}Op6R*Wcx*A=+OuKWZC(ZF|wOgsF9e&n>iaMYe ziVLZjX%-a|bMATTB^qVblBRq5F0nO;kzcP!^TGvo&(>n+S^bqiEpv0Xa7si3EikmLI_#9qi>_y6SnjVr5=JeZhTsFBG+pLzXZrS$gfQU#Ny$!I# z&!0cR@m;%eMR+|kfaEJpp3R##qpHo6%Sub%a&}haou8ivT~T<0=&J(AS{Wdg<+f1S zigw-EKt;yN(=GZP-W*g6d}kFEhno^VKiG5pwe8@(oPoYRL_u3_vtk^zW~Ei*r$@+A zqKl)C&prp3@lB4Yx|C(C1hNgiU(BuVo3)L=FQK&?=MH1yv*FRH$nF>;e>F#@adPa#kAm*9H>_5@loY8MVEyDr!re@<4Oj1qy z-CJpmRT2_vS+>=EZ7YJ05`f@i1p}qb|Awk}Dc|E-eP3`9HXS zKaYNixS(KjsN8-|&gTgUKny(CIITc6fJ<^q^PDNezspQ(e;;DSI7>u8psB8|?o0l) zIy9)C!jF%}-1$8<#Vl(3(&om*5BZMc3NxYn`o!2TN)?t&Vw-zt75yHex-4O-51T1? z-DTshkG?m_(PApz9lL=XZdb1S03kVrj&I~^vDm?b18ABD>S9)YSF(BBxkE;5Hs4Mz z)T;2EuMVaXjT)Q#-3thX6GZPTvpBnuyRCe{8%jeGdPc=OtTnDtR zi9Enz+L$zp+7g20JY3O{xgL@RDZ z^u~`5Xa}g7g=1TW@$ZcE^j~t!HMHxrP6!m-`u+X>uEULujY$$R($b#gdpTqu*evs( zVP$0{QFdJB_+BdiF7}iMvy)!F%_+*BUtIU6n%;visUeKB=&re}EX|6Dh~W5*0Uf(4 zd&hGM3aW|vE{$xwCmWZ!luq-#MV}CitO5I#D@RId{<-c;W@Lj2xr`cf^5OM%OY?d$F7S51P&V?%%)hHK7kj=Ix;;5rXFGh&nL*$B&U; zJ85YXyiF{qD%*#flf$x05NiJZcZ6z-h`_8N5drE4OmcydzmHc(7l zJr;i7*H>38S1(Wh+r}5R4r`{r;L?y|HnXSc6c`cRdY`xYzk4U`@dgZ}XPBN-B4|p$ z$i}G*4mp27RIU&O?XssW!?>?qTf8Q@Sy7H(D95OC(dFvw6%#8gD(Y-$X`$cL+LYb+ zu12Vv$1^ZmU^6>&=tmk-e0)45`^Z7MGu>rgG{#wNPbab2 zI%;Zm9hP}$$>e!eh-j73hirm12QoJ>hlhuQcy@DhYs}@JF=Ncdojpx>_38$CYy`2^ z{>Ekg#udGb9NWp6H(0DTAT$2?b1fcvh!SQR-fCQQAXFb?6>$0egJ5-g+}0`cvs~SHnn`hcJLw1K5_9*!%3>(kNZ>AP*Y92mpiOWA+v4>$H_zv#qvRdSgw5VBWfmQb-(fq|({xO8v<@mqj}&dW zTfQZZ`Zw)u)di=Rt&f z(KIwP*WB1b7J#Q zhgG3vW4t`c=N|3BG|kL?f`Ze(ddfkh0`_n8FeD~^d_>S8`^{|j67cBdC+4fK#kih8 zX?*$eB^vdV6dv|>8HVMojz4yIZ;`1Hix$nJViy+|Cu=q=KQjbV$}?uVXXGC2&cwk5 zC0Fw6Efu~VlqXm-vh+kvP4tCmj0n-+3kc}OUZE9zctCOO+O<$2s)*|9tgI|v`fBI# z;uc$^)s8^+(PvAx?Q_K^XR0vjCYrIFY|v#ZTtA~W4Fts(#ex2 z(F>}nH76*Bfx{>&F4lMK+eHw>e_1*AUZ5Fd`0fCRgP`V+vKALzprj&3ZHe)(t{(!~ z8~4Ql`!*LjP9ojS0**wBJ2sl-%nUUvI+=nKLsNxSf_RCuhAM%RKt@Fj`Yun;b6H#< z^CtH8xw3J4#Oy5qQGmv8q2B>xgY^KK=yn{4nt5@Uhy0rQ^~>kM1KXGJ&%;?BzI;i% z1WH7{eSyWRO;;C7QAlv=^%FwGC*L{1_Ah1FeylS*IJmc`r{U>oZ?HmGERBdfqqt@> z241ayFu?*8645BWBS$izGG=CGq7kruO=e!Wxy|0(*#NludC(RewNRJs=f_7c1EjJ! zj~peg+dV(-GWQD%02sFFF#Z^ko3aTiD5CG)zlV;{@kMWyZ77R=YnJo6@UAhtgv1iL za-BW~m_V#d?uFr!Ib|t8*Bo<+G#}YtiX=wbz|_`rOF*^yQ(7 znkjkNd}9k^GL`)Ds^mU^D1SwcfL&LpVR;k~i(D)2jU zYQXgc*kwO4$<_DLtY_ZoMf!~>5~}z>Es5elE!j%Pv3f}qOkaYJ-bf+-F3-l;#2*6# zg)^IHXJ=c?a!8cLde$c*nF`Z30{Tr&PutC>3bI(QzSuqA7~q82fcdzP+zj3eF@&2P zOY7rC3F+?Er@VkxNlR;J>;|)!r{`|J_pe?Zb6~i!D?w!sGc%9pOB_sY?i-+IaFTd< z>3!cA*f_BJ-??)KAdF@oKYv}$4v-?lU)%b!fQz~4wq&)Xv<&MqJsq42p0i=z*gG*m z{zvBPEW!@F8o$wdPEOL2cKd-+`APoGyLUq$Jp%t*SQwZL!VS6}yXVI%+zjy3o@+(p;UAT{^IE_@(?L&)N2R@v<5< z)w<3i{)hk?Nh`j1Mq~EHPF;_vulHEeItrS6wZ9QWNJTM&$sVn5EbCX7z0)MP!TMqF zULz4gB>aS>mW#_G_E1;Y9w-(JBrt$grxE0ifr-o+>v(qSZL6PJyWOGc!v~)L@=Iv< z*6sYd`8GWO$@o`1CI0*|t$Yd6EyBLLjq+8Bi&_y05db7wF6r!t^F)X6Q+0vY0@;fG8Pq zeg=*f+X>0tET>&Iu_!Lw14Je)a zPLR0KXC`8Yx` zYrLK1^+zn%$T>Qao6}PCAF1kM=3i1yd2DQR2z@S+AG-ETr7XCYjBm0%e{YcdNkqBT zl}yd}U7`v6GpMn8*(MEWTtVLH5zeDIKx`sYVaA5So^-}pj_6$>L!d`M^+fC<-Jrn) zNz%-k{CTisX{G~-58(r9%lH#?VSsVrpf-zh=gy(Eo5i<+xC;nSwz07Rke7vnrFw6) z(@-M%%_4jjyJA=HSW63BCb2M@7biyqkYRgzOJq%dMn(p}i{w=O>5`HXyV4KjD|ctY zO?T)N-D$q#ju%ay1Nw`%GR~SulSQJ8BF^Q3s$gS_L2=OLp^rM3 zXH;()?~n%Y`y*VA(^ zz!tWknltwBlXr=t{tk^zz8{?p9RmX~@$sNS!i_&ugE+`J4!QdN0CZ9zYrO#5)Djm< zN8QlVMia~PSQr*z8zL4Lo~rJ0(@W>0wbt(nWGJtLp%c@&jncn$&#@~t5rU#owex?# zvE2YEQ#*dKhqW+4GIek#DFQQ@C$dk0N7WLP}w?u)9-FHyeT`g}g+;4YDp zQ%+Tf{B>aeesq#>nZ22(D|VU|wfW|L(;1BxKx&R!b8UBbOv2eU*=N$ac6retIk)ui zY-h4wbF$jtZ}&?4)4s};^{_U6ric9t0C$VmcO-nR41+gV95~pHI8B*&*FxX|G>0aV zn{YCL5O(|ZW>d3UM_yQP@MQtUX0x10sXf~^mILppaX0hkbsCwgCO4BIh395kY&qCp zSRL#{yU>3XgVO*O>0r3rK@25~RS1{v7zq7$qkQP%^Hw%z@VNKyZ%I&btjStEVpb=s z%pFeAX7Gx$r#}Azk4q`42gwKQpgirq5&4TpM%cb{@$)mR=<>(eH)hiNR#==6E1E)A ziqwj{+HS4C52faR_K^e{Nh^KF)Auu_zC5ik%V7lrM0wO@&c^%lMHLlK8btWnl+_Cm z=J;kqO;)osmNv28GC-q*Bnlz0_T$IQ@sXmf*MQe(zM}zY5f8FWsW1Wsm+k6oWi^J9 zw`)tqkB`CTB06ymXOzQQLtX8+9~#m=%X|0%5pkCD5LaSKO19K55ct8l4%b^P{>I#9 zlsnZzp`qh-;i0%$t8caUq@sOBoYKoqEM;Al5=WO4?Z0_uAc+gT>2r$<}TW0u@!*2uZ~ zCSDEDq^71GWG{z>5G0ubCG=jKVawCvsG*UE!A|l`t>jCcT?9>7K;yCdGcn@B)1%tm!%d~d8P++ujgNcAe ztyo5`S@RGo2Sj#QJr+<1g}}=JT!UnyrVfCoPg^KQO9IU@6bF4`X&NLbQfo_#kg)LF zOow%VpWi6BwWb<_BS6UJIqmGH?@CKcyMX%ztlfipw-(k7; zmTn(3qR8ff9viuGB6E^QT#8D7znE4`C+{Z2+%mDU)=y`1?`=p6pue?g^&2RJ7}suJ zjpDt*dz7C5c=G;BEyP<_kvv&k6o+Hf)pc@mGF3gf(7XT&5Bc?fS5N(yoJy?fsa0KS zO&`0})K>v~m#z;7peK4uaVa}SKUvBPC?c7fow~JZXl$XJf{W_Jd)V06`1$$SrBQl5 zUO}6nfqg_;0yY5ygf64>{bqK=iFZs)49#0qH^29s5@A&TmQk5gErHF4~?WqUSUra;$v1IJ;ct<70CteI4O?XMt6`PANF&8tT+OQQTV zHTHyGi{2w@YZ4ce_unMaP3fU;4DxUE-It9^9N#mn_V3S=%6jgjEvICEq>%99#kCw3 zV9Hjyfe_=0Z7|rECWS!)&7>zi!>6v9a+M z_GfW%=^cAO&mhc4-`<|)ZtnY=vG*Eo+peLr5_@W&l5hUTN8#>tkNa>`BAtY_urMI0xt7#hM{t%0*; zVKD*;mx+dEuU(+A|Nlm>9NeuDUegcMod6;7$`xdR^&2;$`{&%hADv^XgY!`03t)+i zD<5|f#ENz45;21ejz~goj1;v?nrcM3>H^q%ez`$4ij1D~wFxev^&+2w%h5v#{2XX+9}CJ-x4BO5iF_ zJ8y886OJ=_2o$el@4A}92oRCjDF8i9~u>ra){-q z6HbZE(FYD4G6nWG%Mpb`i<`U3;K-G0*R0#K2eCYWdMNj4i#4kusl~U}-zm7C6AQa> z!v@`~Ns#NH)c?$mue_sG#$Ofu02@%S$G)USPE~@+f1jMJO2X`b^%E-jD z@Se%Kb@|^am}Q+6B|B2+s8Em+Oo57uzW453D!P@q6t-AjUk@r-^a+R)*vwo}n^fXp zFOqUw4CU3nar5SA^&Gl{1l!(bLPI}Cf_f(%-4u9Z<;WAGu(x588kae94J-YaW?M>^ z)rJz0@EHB39xmM!P`Z#bdFii&Sng%{`FRbx5*YI1J`Z{Z2Om^MY}XgK&QJ8ENi@E7 zl8gn7&tnEK5D0p|Tkt-(T4?l2naxxQO9MG@~X58Oc z&I6hmetgZGIBeB_lrWM~WUWH{-fuwRIWik};y8Q$nwWT%bLHw)%kC20Xz%0DlX*2?hq}>m7F?#5ny3l1q|^<8?B*uM$;fgo}kS0Jz}*3}Rd?T)OjSvr&SK ze(-JBSZQ$4wOA_ZQUrPp-_-c=m5O3UXIbvhnoZ~V7Z>8b#xI?Ub{;E$jIW<{Q%9$h zY%Jl|FTwtTN<=XSe*IEX4hOE;iOAmX-!1AKnxwa^-MEeMN4*#q&J|FgG-;=lPq43_JW-=9S#L&D_rzLeBF0QmSjGy^m3&?VJ0^@Gcz+enZ-8a zFE;ja@Bs^m*VkC4|HCFA9^wD+i-a9~r7=jB&TpD0W@oP*x=6wM(A+_WU7GBt5%w*Y z)TgLFhW7pYccT{n)Rs|({5LynngXVXN1kxJfq2&agGPQ6n~Tj`&&|+W5r*KU@ee?} zFgaXDw)Ucd`mw|AaR}OcT|K=qm`pmB-aXyF&~)<8wLX0Gye0iN@f0A4@{}zdisZ)O zpEC!QnQ`mg%}83|$10Xv|0RZ1nU@?|9ndM;cE)j(FN34zl#joES_`+y7O!Vep74H6 zbY`d$(7w?^CWOHbWU-=6H7Me5_QLPXfi~lllNJZ|NHqj>$ZvVE1#Rr-xnQ z%3QOCJ`%=ec93mo3Bq`_Iay@>x`|%Wo7*&kpqNoZH$hwC35U8*{qKDV%-*abt^EWQ^MG-wfbcX!ZMz-5?` z@vWGEfu~J2?a;kI<43~T0W4zVVhU@pBP0sM${whV=ef3Q*#dtOjZy6rkrrn4R*7OG zb5n8}I0oCquETQb5dP3H2t$T}nZe-5*=TVQFmVSDR`wMfU)``s+%+}RiL;cMa2mrY zQc(Eh{i(7G)QuXpWVR?J*JG(FE_lU?X`_pcO-5>Du#*8Bp*M69rCL+-XHU%`z}rRhNcVSdbEbDV=}|Tc`rw{%2ErH zWgV;~6+3!{F<4>mQgdBYvSmpV;rYi-={{2N{{1qz0+J8(c=!orPp|GhK~d&+fQ!on z4DDFjv!I+$rUt8P`Ry+0Z*16f!F~-9n)DRv!wVWC=!EE507ZjN2s{>doB)q9vakZL z4&I{0PNKYy%Q!r8_VJN7hAvU(W)U3V=HMiePHw*I?M)tHgWX3%My5j0cOF+ty!U6p zS8Dso((c&N(^(1lfa8Qw5U>r=(b4e9DU1L1%szdGilZg@+iQJq7(mc3F2MRmU}s!i zT;h+87Ysy03lrrZSE)2aN6MGu0y|x;wK`=c@;%@j!W}Zm{KA66@R!lV7tw#v{3nm< zbl07vC3<%3BH!>yjts5TEaMujOe3$<1BVZr!?Xdhtp>)b_W^ADg4}dlLKLp%XhC$K zAtkDE)2$G81pXq`F9z-uVG?Le-RP6?B$|9Un+)`$ zPsae~!0fajcoD?iLOMY#nZvROZZT_@PI}O=o()U-X?zV>Pv-k|HRM+pxMQ^Oz(Jib zLw6`nzb2$ogXWW+lG@Ji$+ND!Dytj`Ivslc6W=)oP zU0;&al0o<&mXN?;#1g^gfM3VhQI@XfYyGcgnCgT7(wgiT@QJi~Jy^k@KLR9<5F;0T zK3%gTyJ5&rSLH^$Xpi>TEp8Rq@we$c$#I5|mv=-x|LRKL_-^`N(&Mad$D`Z$3cN~Z z+RY&##$dD!*l|d*9kW!g&=j!019`iI08VONS?L%?)3E^E0+z9U(C1`75z5>*ms=P- zjh7Dwb8t<}2CDORSGe@%K5zu2=oWra|E25DMF>KO#7}{{z%W@a3jWMzHZ!(@+Z$Ri z3$Pc$BTNLZtRMLLM&hvb*F=uvbOUGe>X*1c;k0ARq6csPu+gt@>@``#2T!N6;J#)Z z=eZ}hT67&?N#xheFhHqp%zd++arXFm{ggMW=-gyI(iA*!QY(Xjl;W7mLvux_6&MwsXsqCyzd~HgV(ZU ze~0qxFw%NqHi${nMhV?HbK|y1bgiI!wy={$lGoIlg(y&)*##JDkXZ=J!MpLe9~>fo znzt4wS{^kBj9rT@q5SIt_cMSIs#a0_mZRhJ&xX^K7e=e11RI8@8^e0Az!}f4a%`k# zQ>H|0=KQ>W+ZuKH95z(oxVv|Rsjmq8~OxrVIr zX4Oe17sI=ivhY|iv$$I;bggCA>zvdqjKvY<$$oQtY}Wi!CTbL6yP7&}Wb|xW3q4q` zIB7K5`pgpsnw;xjFXqk!G3nVTfzeYt)V2GFK^eRNP@MHJhXuNMTaHP?Gjn+H_u%b2=uib+sx~K z60;6r4U2Dxo3P!GY7PrMkLKQ`BdD$2#7c3yB($Ixybo+np?e1=8_aO3KqApd)jHt$ z6S7oxra4Q2y3J_IQ&`IybsoUms~D_c!KYvH1irb?jZ7^?MS_mt8p*bFQv_<`j~$VC zYcU`li84fC8jWR(Ing@oA^7*KwR9k+JCSWWJ3Da}jv(LXc31`58&A*9T7Q1-M`Hw2 zxpmR+_wdV3IW3Wsj8X(0I5!p+Ue6CTH4?~V=vrsSy2LBqAFzCslGhtj(O?!9Xoaa@h{?-AWM?7R}Cs8(qGcc zmvb;8bfc)^(oiSV7KA?v@>?rCSB@#U-uoV~j||kHvI4Q%lZOhpxygolVtF#AQIdSp z#}P_h>7VTWVjhb8ukgKqti`w%F$n2f{Ljz0+!$rEaeH??Ym-R2%dsMN{C5!t4;-@@c<(0btv_4o0qhd9B?im2Ix1B4=F57824 z;V`Ot69E`=zymQ0n4E_Q;q5I4SOIYwu8-fi+rksisR(lT?&IKq|4IPAuWeOOflKY^ zC`8MNj&!9Ci`aRyu31H1m(M!K#nlyD_##HE0XQ-N)bPVV#_0bYp>6`#p8y&Dn%XYv z5aZP>omj`JRbR~5_;`A=*+4{O*ZW%cYVvT2^R;QC@8hAS7RG0d_4K06E8A!MlBxbP zTlC*CE@!ZOMCn@29E{z(5mgLu`5SM2L6ME1uAwVP6b89 z$eAm>LtP^K_rEg{2n`7lR650{!X1J>faHTWJbSj!A*`2c@7^+_%-vfzIxu|4XyF+m zL8YMZzUX{m6_^EFLm}05rw>&S^1~#>V39b3AB?0 zl^8J6A?)TZz+oC1?3t#TTHlyf+Mh1K;U3I6dxGMEJ2z2TLm!$Q+8=;FKMf@gv>*Sl z*1JJluht8jb&gLw022h2p#KnHx zky9mqhQfVh$G^VNJjv1s&k7KNmWGEg(9)90cNC`+6_?yOVag6FDiUXx*3o%_N>NxH zI!|1zhv&&XaFQ)GCqek$E3Py9V=s@6y8g<%}E-_jTe^J2lwt} zDhr`$n8rcua6mm*JaYz+%lbpX>OxYOHU9kt60oCetB@PSd02rzf1d2HCQ5mEc>#m0 zVWxn;8SQ^ttitM^QJB@ox^sw$X;WUW=FP*W&`Oegz>iA)Dq9C&OD+DZ>~eqvr{^3> z1mg|9zk3!T!1XOKS~OEX{19eVFf~c?0fE%YI9@!f$Np~f3BFZ3DTUJMu0W6Kswz(c z2-t2)@|F0d;P^&S805G zZz~u`$*lky9#9}gMnU+|Fia;65w!{7GByojoi{M==&#Fa-ZMDyN-e zriSze)Y7)rEeC!rWSW=|H~80CSqWC8EsW0L1qM_+lrKG zyTD(Y;pxMsHeg|;8jBMUd|^M^hM{>loiR-eEe8!+41uv9>>hq~5n`DL8@gOBQ?DqkPD+L>zLrzJ zHq((PcQ7+AVs}LI*dXC8FU~6@On}Y4?lyh*Pdtjo6wFOPa*&B?KYSpM$C?l7%u=fr ziwgaz_))G;WmUTE&1l|O{*vBB-=d|pLa`fblE67-(-<`;sS)T-jWIR~3>Fa_%;6ch zEMdwY8)%hnOpWVl80!SbPM zw#b&O;Wt*ATmNO>fdev>4S0S+U?5G4tjSRZ%chqXAm`kgYLG*BSPMq6U94s4v|4(t zpWD&-UoCe!#_h@uX3%%KS!(?lWgz)rwGWMey9*2qgb@Pu1P>wV>}r1cTafD;tn>#l zOUOfCO)yy(9fe0~@Io;@P_cvwcyYd@p%u0{=M#5bX{AqI*`Yyq@ndJBbmuN!-p^HM zQw0u((evh=?Hmf8zn=O@B8yAPIBiFMZ20&4_xJhoRBhdRWb2W2TaVu)h$s4!QO2#C zc5l?LlX7}6fIW+>9{uzwGHdJZSp88X7HPVj#7?8C9E!8h_hF(ZNyo|hHS&`m@--_?={fkT?x(SPkF@<3yD9|Tc%M$j& zB`vqL*2W3H)~m-s>Lt@NeuSv|u3#Tl8IM;ElqvKGc1sY69OV+y%tJCZVsKmq2KEYFS5Az>40Y>p}28wz& znKd*uO)z@B_`G>7R9^CmLd>$PelLRD!QUyr}f%?m#$W;- znFQt&vps-({o6M&o?W+Jm?EMSB;dZJDQddcr6gFihwaZ(ZQF)HWCDDvjEomlt>omx zI}Xv^M_NSuz~@2Rfc!;<9zg1nF>E_`l4XcyB7c9#1{l7On!uuBfR$_}cypnPjdr(` zR4HI5ZU`s>j}+?nV$d_`$W0wHp(+W_DW$%(Hu>$c+in{2%fN+BSxaze>U{X`&F{+f zHGaC8uj@)5tY7*PnP6LbULr(6MtbdS3aW_gBb>a)wiq00y`l6cSzs{ZE8*v})k(BTz*`a3N;vAX=oT(o-=D{SF4@@HHm(Ymk7Z#QR8Ur!k^Y!&bm!}k-Ym4bCkQ(#A zjMlvke&00s z^jI&gk9R3?u6`+EZI|`v(*;2<^0gNCRtC_LPi|7gvkmlB@%qpFQV*|nPLE7VBwt?u3U)^32BCR3(qvVL>>{xvm|G?PS6HmoI^!Xkj5bNQ3vVzva^hDuBZ7ka+|onh8dmn z8T?tjOKEN2m7yS5IKEIY&1uK+1{?#3@gscjAdvk#<#Bl1w5fLB5g}ndwjG-<@qrS- zP%cax9hH@+70((E#Wfqu0(7fi9FWfse?PlM*&v~nVh|+uMrAFDe=lfg{n80a+tM7* zu@<`3>;ood@|HMjz(IOn%w|u31Hp4B#^5XlGcDjinBamHY_iiM;6zG`KzDIiKt#*k z32JQKt5@HJ#}F4Ay)h|uS{jj@);|SoA&ImAI?iJAJ}=U#6+Qm@#m0T1inG7lJ37R0 zrD>BQBL0d>N(c5iILw+Q<;?vJ0+W=Cj6lnMdN0;AdLA5Q`{&FNJ?Y4m+YkY~h=3qO zKx`dS59SH+YHJG*fg8jOIH})n3!{hpX8%V?SFc^e*ngUKUM&nV&CP-K^7f6?F-KrYQ=*Kx{jQi(NodXe3{G<{L$x3m{OiJvLpcv zf?%5fcLEv>PrFkSOpX}X!@@#-SdKJA>ZGC0P}}3fwn!U{4!B4&8netX?cC zp=#{1_V=$A$}VeNT>g&N`m~o6W~u&Q6f79K9UaXV{1FQ%1VIbfnwm|Lx!`H&iyaJm z@aQ>xxcd_?5-%{+2|guNm78f?i$X9$-0@gUU4XCe0(M`JaodhvbaW}&dFK*TU_?ob z$QvS$;H9b~t7>Z);Qu+ z*b8p}W>$<2919=8&^Z7g!SRetVZCM*`~1+#SQqhsavfwYazWK$ zhdacLMv+fyBE(`g38$vYN^glFa%S9}zL~x&3ONgC7u+Bm`_JB&(4Q1Mhar9B5F6%e zxL`cdC@Lzo!35kH-qS+BqO71?0Of`}fsXzSk4{i4U4)bk3;cBl2kLFxloS;UUFL6~ zrNdt%e+-!1BF{z?I|=T)8kt7@A@lz;u+&V>FE%!+%#a_?!++^j ze3I91t=5{9N+hF~c;wL(q^g|_D2{E!;+4zF{lTGl76P8WGxHh`VM$4OP&bej^ig`% z+Y%ul|Nl_-=V3Xv(c3qEndc}Z4Tj5<%v3T}xMYkVCyA1hu}P9p zA#+GnijtH&p@Bq^sD7Wb_&(3`d$#S}-nZ?(|3F=x!*LvIt$p9uzLIwY_tF@nyK7TT z+c3(W0)p#cT1H!TmnxKmQcHWGn55gscyW!^|(Q%O79&RZQbythye! zPw!f7UN84ET{S1an03ZP)JY@LTAwV`ZM0t2AygT`Z(BLJ;lqbNefBIMwHVF~b{}M6 z@&aL$wO<%V8VBsuUHYNIc@B@J8izv5&B>_}-THg_7ZZ}^P(6Kw@R6Oy2*RIQavA)t z8P0z8#9ZGQr?c&HjoCafu7=dg-ecdKFZCAA73V+M^198$UE^t;;3`G*?CqW&5fR^3 z>aL;c2Uc03HzIH0zePIv4W1YkwU?8_FzDRA$6oXL^s0{_*&%A4)&H@?|H!L4?NE-h z%b)Us3a2b+x9x|edy=sVzIgO9DCs!jo^o`@W_Fv1s33FopQW`$sQS3KL)Rx!gAE)h zSqIXxpOIlaJYeki_@>f5bb0(mc~#kEa27CJ&-?!&vm^P@GCFEy<9)65zPaY+%JQ*; zS2umPT#gcc1#GDzv0*RlHUYpPoAGYS7)AvDaEtr0ZZvq7*S-tXX&uSpmq0mWwV;ZYJ zf8^lX#%T*bwdT|TGPfcP{qq%(`EkB!%jUQFlx^>y^lZ~+AKT&2zfC+wn4nq{!Xo6_ zwQSD6QBhC<#IJe&;Be&MPcVIUy5+vgr4#=C*)V1>g4sWRvNfIY2OpB`ygzk!Q!|`I zGW5hud&iOVQZ*?Rw|*&{4AhUnGC~A5O9K9W-$*OF-Tg)jqn*)V@t!*=G<9!5K2JJ& zxbPaM!jPEjVGAQYv49ixf6?ag|9uF;k3Jj`hfKr+i=NEV{NO zWE*fYb)cNm$ih2&I&@O%+VroQy-8PS1oLWUws>*7JpiMyL3aY5y?WW%UvnC}*>yL&t zU9v=?*tuPkhFT)IxQWUs<6MR<*h7$?ANjU6ki}lRzl$)`pp)=#;U*p!s0vI8-OTr9 zRb6$j1AzrT=fPhFn0g-b_nlik$!eLxA-k`WiYS?h(5NbVS;5KPKMeHe2W~F+QvY6& z(wH@!d_+H~q7=PtHAd>)L>T~p)R+rh5e-82bj^6=H^?wS_JW-O?f}I#9{P}MEPaL!^6ML-(7Je_+GSGvyi1JE4BWiIRSV}}V zofqq+a1ENp=6~PAf>DES%lGa*Pey_nbCYzZjXZp`5ac}U&v)#MVBJ#{Rn4mpGXVVg zpDiyjz0WqpomQUQW6?4ILvIiBc)L~NPA|116PmiWV*(<+p4RYAmgEeS)*PGT-xbi} zo2F!DskJYN#?0T@NmpfKJ4md?`(5#@{`Sr9(Mr+jRz>T@$~|DgO%Bv{rdrvM*HdI5 zH(KJwkEcjOU6ABdWIzFe$6IvtTJgzLmx|r+2+Uok{}8h5s-eO9D|p7mxv=e9HE%X# z-mFnrRDkaGlnWAB_z0(=QtJK5_a)Edw9wWyWFLW#3%yS z`^_Gy@U;{pLJ$coD=N zLCiblBtS1;H5BO}L*uO#2U5evXhgOg6F-wyse^aW<{*oqMKH?cZ16Z z4vDB8^((FA&i69`?q4V1dvVA$b;`-~M~`NnFP`pXSIQVRxnR;Bo z9Et6T4f$WOx&_KRB;zpIikOCI%iWUEHc#&`4oprOebciUA7&v}g&B$L$H_);1ib{L4s{*kc zr7)!8Nw_m+;nJmZWyAU;HIo>Hvk6GkeV%=YL4t^is&*e9QKFX#jX>a=v(K2gOhd>& zuNy~*tO{~Pcv$?E3PJqUbRkAL(hykditS}3AWzVyzLHIM7MPk++I5y`ZY(!*FW>8P zN)ZD0Vd(ElOc?^{s6n6O#`)_9+;xGl5F}S zysH}cD44y$Ak?rFr)LU&Fk87Pwe)BD6roB+Xj20anVXjv=Ym^T3M=d4OA#7C^lm^6 z+h_dv#E9M(A8227$aMz&qe$kR80f7zboelop@p}>H|iQxRu}JJG6i=EJH9}}AE#ln zB}>2%cL0k(>uT1F^7JUWmXjmo0A1!M3(4otBU*oizLsKx8s|!Ud~~IaLWY=A7Zss6 z3kZ0L|JfkJz+#KD zrM{g04M42U3D?o2RFN-&T&&l;}P+5 zqv1kh;FcL!9j{2t&G^i9GUTQ7@1t`+(B3o@Nj;U!%3wA2{D-$E*Us>VTl>dzJd2^U2R{! z8ZQe>HJloKBz~e80DFu3x^t)Gd)RkNX;&aTT1|CBDn5Tc;pfMX2H!u>BZkW7{{3R? z39J^kK4Wt1$dT_XM>-$HhOlqn#G}b}bfl8>^w{8u}$)bvx?yX!6U_>;K&wygN!TCWT(?h*Zq0ri2+#;}|*i+82c-#jh-_LQEa_`>7p;M_Se+xgq zsi~@7Hvhz3i66;%nhQ2WKJ7V`94Gy-vQ5i25`F9W z8ve4=zy4XhpF~ilytayVu=2dCBVb#RO5eRZRcJ^@ZdQHn$i>cw=S`|MWl2^?qFRQi z>Vu&J#{$nZa{feDI~Oe8p=a?L{EfX5XOPFoe7Az^Gt;U#OK772e4VD0o<8*Y)Rf??_%znC`lwNrY;6%|FGP)? z6tanJfCLtNOS$)<)Z)aK(2_FKqK;qelsf-wbIOufS(ZOgV)l<+;wsDO<}l;nS$G3z z`FqgZ@e*ODK}sL!%;EMZ6sJ zH1SGFVPX2oscpWig=Ur;OrCuET*!_HBXtCfS`-+2sNZ|OK| zPWfuPf&ni!-QObHy-raQI{4UO+w&==E>f_&*L38v&gUd(N+zz!xw08zoP%=U1!0Va z-y^RMxl1Klb9XK8tr@xIc8#B{cj>G5VDWUmJ^b*EbC(hhk?8U+8*$XZnGXpGaXo6; zQd85F>ADkqw--=zb$u}mE#r(cnXg9tyK?PXLmAehk6HH0qjV<4S172oNL(!0d3I%{ z^c2C1ui64lXlj8t-djnD&~knVR;FuFIo!B@-R$OK4S&S=2gu0A7H3MnoGt<3S9#i{ zXU{b&<~x+M-|n1n+}lL7r>y>PsXZ?2BXtj-II%QHagM_`4rBuAz_2De%V}^}Kav}? zbjslHtDd=a-i`}M>j4f+y`08L^t}b#mLBar0l0Mj`|8+r=K>duD@)sSbSa?%D5A$VY?^Q`rW7Zf!Doohs!-(P#w{Km01GkP{4(W(i|SPl zU4kYe0#NMOPO;EdtADGtkc4XBnZt4#5XP=MA>fUYIi4RE!$fR2iIDviU$^7Mg6z@%3;A~Et3#DQi^Dt0t|~@ zUW8%8tTPdpuWL6w01hfP!;Joi5bixH{t8_Mc6o&@UORn)YbhXJBBwA}&q2gQ6DH(k zXIG=GKH%-mu3_dtPNFL-s>Ln8Vz?Ouqg_&*AQ@gEuEghIUF%CSLHd&lXc^`$ln*a* zphusw*pRg4>QTQuJbPf?vC(H9xL~!xi<&9pB!)@I)S@GH7Ksdp5hjIM)gL0Z2T@7P zm^BM~=FQ0WJW=!5zq!6yRz;jGo9Dh-IPb+&kECY`zEe(`f%rO^i{Yo{i||%8Wf*%& zcyV&dNl~l8%dw>7-V`!}KL2-J9l_R6 z1`B@E@$K&VDGCan?@%@CAg!+3z5Lfq%j6yTq1XScCGk<3yIa$#!0`5ImM%6Z2q=)jzDVJpIU&CKlK##buioZs;?_FW%fXom3sZUPX2nzU!@hJ>6r zAza9?#gjd5#r^hmlUCWsXs_kossonokZ-?7490#rp0-Fvz>|5Y+S?$` zwQOP6fC(>505DHyT zHe@-UKBYOmCb`Qsk%<}UvXNAE-rn9+DGekA`LADZn)n9)Frr;))&T9+8|Y&;d~mvD zo4m}|R*{a@Y`mq2KuL}+2tmIzQCN0T(Ke0WqAk&102)b^d-v{Lsxsb3r*KnqNL73L zJUBm!kAuou5$tCzZBcFkB@Z@GfF6ro&LtqA@Lx9_`@U%N?I=@46hQ0+xpYa#=Ns!1 zc466;k^xK)sI9Zmx-vK*_2mV@GS%rdZ6|9+TC5}a=WL?(%jG`k!ttEZr%M#80(~f4 zo$rkPQ0X9goE;pK!IkGWa|CJGzc|jDfx%(%&zd_I1Voh4KycU9)s_7ylHBr}+NTSC zP^-bPXgdM5Ohl-YS_~2X{5cimho>Z;YWU+5qxGisR}j;C^m2&C<^WF^8g_5n5~!VD zONU2PijIyAdjcs;rEkCKWEeRQJqT)nr8$3}^4`^t73Y_CKF5t@um7ypyLW@=Gn1QJ zvhd%zGiR1yLu#ZRg?#fzb~C%ffq~{i$@leN?gf(75+6BPz8q5sz0h&AeKx6*-Srs~ z$q9AW(j6)X!KaI?{_WX9>D#OAS5C|6Yq68uy#sFw4Lho{&01+Y1}^_LCfDxNUo30j z=)t$KhFUFsb$zpo)?IxapFB(sFO0tXy^K6yOmXR-Zxke6Guz2sDZ0fILY|B^-ofJJ z`STy)B&;XwD_KA9)~vuswoMI&z=azihiS%nO({qfww3?cjN1Y0ktUaLymmFlCxqHT zuD9+J#e3qL5J}>v*z{4h_X)#L;;3qqsWs}wHSOev2ty)y8iXulWm5&zw0* zM_Ea!hE8$O>AW`2o%03@u&jG!e<9G1jq(HE8J7i6C2(odi2R$|lR`sxdXT14WBGV1 z{Q)XN+iB|Wo|;ln(7R_7{=HMtV5s80d1F;C791u$>KP+DeaumU!i^FC!xFD&L*9wL=u5f{)_#eo+#ZKZI~c_ zZ1ed|I!`+B|Lfb-2E$z|cAjq0_VqI-%{wNA#17Yq9<$cy$xn^&tS$FbXDV|`PL z-^<4gLN-RCy?pBE;OOXK2UF}%%u@>rAWbq&cDwPQAMMF2oSsi~bzQM`EsbfO z=X>51v@ZULV)lo(fwg!={S|Uwy;3kHHFMc&-$#n?IvgEsYoGP&_dNT+zzido?a!Lq zZvMA$=aD(5GO{X8^*WeR^zEk%>MAHNrGrmV&9<8hBiF7AS>frCujx}1m}h96oNiN- z*R5^K^0V^BE(g3la(=vhuc#FAZ1q_0l&M8pS93gw|5|s047TK(KfkxIBJ#`6-!@x2 zhxgQTP5cq{{>b4EI&=GU(c~M_Y9<}1c24^;X|{T||0YHD3jAi+!gjM??1>(JJ}Kjb zDK3qsGQ6X7b#|FJtqz3=)igJOt_C|xq+aX+uU?a00qMPNHf8FRzYD`Wlmx&>W$XoU z4a%gxh~F8GLL~}IRZkfsdbraT_1;HbSwTTnvcUZ8TjOtYO6)w2r>RXnqbZZEoGq-h zf3L4`vhSs_ZXNwsj7{7B@bQyfrc-9GG+ep%^GL7Qpa+AT!%waV@oDDW+j~IIfIz#? zUFcf$h`?Qxl^+*XdZ;s93qWL|W1%GEV0RUBWdtrw z`|k{P7N<=$fWOYo6@p2$v-|-wYpD}AV<`GWNkvoPbd&9nB=pS8*|YnF!Ks$59viyq zfA}bK<<+ZKOT}quOWa$WX!)12(w{wM#l5zWlBODB=PmgLovEKaLNoqnCk!(rX~Y!` zA08&3DWKH+{O%pyHxm(|i0ERmv&-~0-p&7#9k#pPY$=PTW%$uT#19w0E^8tXpgxbOGNSE!t7tSj(5tPo8tXy)5+v!Fs^gsR zk=WsAOQJ$UMHIaPwjjvltpmm5m(J%PEdyJtoN0d!Cv)Xp`hEOo;bz3wy%n)+W=hH( zJ9HzxTgU(HrGQtGeyL*lz_FZ2{FysfF67yduV32_k&_d7Tha6pChfD* z$zA{JRdqU;Qbw(SbzhoVTTQhnzu1&j!aUp066I8qD3r;F9PpvW444QGso%bRDKQ2# zugV@`V#@FU8l|7mTxyY_{miQIZs9Sfb(rJGC>@fQd-w0h3OIbg+(FrhLm&G07rRe! z21$IZ>}^9#LCQgUo6Y_o4VsZnpFoTL&>6F5J36XfwabpcD3B&KC?~3^oL8>`JrK{a ziWrVqR$3adOmEDX`Ls$TBp}Nu5t*x72$nsz=Q)&2YT=f^IOzIb0B?F z8pmZ)V-0_LW{?GwqJ*(jE9Z%5>d~V|5xp_h=v7V*h4tAcSK$}ERWb`Zy)ZKz9w4@% zN`2Kwk2d)cH-@I3{XRY?z%N7xwLQw-12r^CVP1ujl9E|xGMVp|ogGgeOYtXDZZr`J zePmjz)-05nC+*~p%`uQ+1NtDaaRjF(os)PB!0Yg1QP){eGPrqyo`-tBe%7Fic-Q6T zF7B`Jv$j^jm`H}47e8m>G>j0ulT7Nle}5v-C@H>>ON-KrZYfSZd-jxd>)O=?92Xq~ z`8CoLzQ}0?j~(jK30*~g-e~(!GWh_x<1HEDQ0CoXO>d|fhby7dZ zt%%wc(2w?!3PV_jWA*E`EDQt2UCKWc0eh{V!}B6zJh9Yo4C#2Y>s%Pd)M@l zVxENUp95{*bngZn%!yk)4|i65{agHePHBW!P>@Q{;^#9uy|`q)Ksew9PHL~IOm4us zvwRE8JxzucYDP#a>$Pju6cr5&NTDNBhm>!;JPMf_qBm*NUKDdAX%(!KHNLw8G zGvIL7jQ$bJQXV>4xVLGMzB~SM%YDqW0oBH-Ws69ul$SHihc7rd(lg?pi^%*5{)-h) zWj>NC|M%d*XOS^CBbJ@;_wTNzwszGjEr>Grid&yQe+H3&S2};*<5PB+y?`E}R%`Rb zrGT*9f9^klrS3E5&ZT8C5n&}&RwudGlU+C=%R@}Ut01|z>5B7i)1Qsj+~^)3Wzf)H z$7{Ny(zAJer3g+1jL)3JVH0N!&obH0aPa6`AHI2aT>|@f>1;{&j33Pb>ZVSp{(Pb}YsXr@ud$m8YixYH%R&Lu4?iJa!`xrxV=fR4P zxMbVKn=^)h<6Jpp0rPoz?=zBp1$upy8Yayes@T;R&fNPp->8t`@@&#My~JJ1dt_Py zcDWEdV0#h=_w~2?(%OEpVYsQs%`yK&#v_0r-v>-^pX%>ZE|RG15i##Wiif73BK91V z+ybrPUD|4>h0~^9_T$1%y}r%$XD_IDCOmd6RSJ5qK}vsmhg!cBr;kd_>|$CC)Y$-O zz!!v$|Di))!G~yUVc*Z!yKS6(sEcX}hG$(f(BE4-ex&A-_4j*(8Ixtnw6$y3x_Y)a z5;yWq&=HUR3hm?xSJ_HWxa|nL(_&t^!9Ebrr>@3Swr6%}2}^k=-_gVS6hWnVEwZ9Q z?R)CoQ#$s`K7HEGEpU4A1<7-9re@-vMb)j^v{_WE@`zsbXU}4EFU}e_e*B6vwhY56 zeK{mExgbutLL+?`9C^*`N#fIJGo%&%lQI?hwv>6SfphuOp*H1 zOGd`8+_@)!RlhLaYtPP8NA~f1M7!SRi6<%pmD}&x{pnU%$g1-iN{TLLlHPzppnn~* zCQ(xN$C z&~df172QKUWvi8B04|dPxZ&{om@|z1%AU+ zB5Ryuz|&jL(o(*D+k7F@97YXiaI`L&`~tyuZss5b&z#r2^N++fWhIjF!v@`U0`TI1 zYk)Vm0X#yhFb*Fre=x&!@Y2eEQKB*gSdDqIlKT@{@j*$H}@8M7wr9m2C9y zoPiUF3M$P`7I^6Q$-#t$ce95?gM*e|e@t`Dp>+diRNuZhMCdinSr%{z=?@XB22NR3 zO^s%QnA8pztI|NLk=L!yF991C{d{K3u)WUy^X`;R(_qFYHIZG#$y58zG-2ISQC##X zFU4TnNQMB69xYDb#Cr-}sNbI?O(=>#8oUqHl_5iHd%R`Q<}52THitW@-8adU%>^PAD1iHAU>iQR`czRaz>CyqeE zyOBC03)BY>rtXJ_40yDXkhqzK!VP)1*D*{aBNjrKeIg&Ek}AU8*iIdt^{J?~+q^xWlOME$5$WxK-br1!(Qls`ZNs3(3y+ zYb@+E6nnO^Ro)FQ{N(j0O)r+kmaSWtELj3A0N4PAv}#rHr%#iRlmN(jF&oqBdmE(m zjHH<}keCOvoUz|$fO6H)Uu8xGwiIJli znlqM=hqfUvc%;yLS0PHgxcK;CJi13KM<1KhUqN*9Bg%I;L&=POv%IwQvE6w1|IO;SjiaJEefl166AJ?JmMEvSi&{8* z^54?szKQ6DDHVX|91e9u*E*BAfxukrR-EAwkbC9ZmqtdOmaZcsM<^`G4>DQ(lv$KdutrD-DUU?Bc&=$byaGt_h1%GCu={_|a- zmHgEg9UuJC`*;=p`Ab_3(2exwm7A`UGv0q~{O7MHP9EvEBVnGO!($J>c@J9&X)iUJ z4f1=0cq*aA&mIViL3??HVqKk@Ont2r-$40BNKr6m zjZQf^(oJVCYL7Ff8rT}7sXa{o@^c%K6Djrz|E3meW!-$;t#65ovoqi#2e{$(w}IEL z3D-pUZMyN0B9r+T@68!F#;wm@RaMoRZ9CHDS^Dwa3Z62VsgY4A7@XSEWOiOoqZ{-w zP%SD?G%q-+nNm_b;a|aFc=L2;{K3nHDuO_D@ioCu$^X4v%D?z%BaIQEGwyYle&K)r zwOR35U2>w266LK-Si7QG#N|16`%QOgV?4N%Z(M@)`EGf}FONKYA;L0KSFZo8q;Y>; zV0T~tV=cn}Ir1>@;j7onm8{2l&#QX&V(a$tt&fgSo;`ZFR`%<@Sq{hcPOlP@U)!A9 z-1KY#>96h5$3MMGZkNuvSs$_+%1Wf;_ria}M>*ziVRk z`+TXaT=Rv&cgxAal`k%CS|K}+L?jH-IXtTvXDW72jvj?mRFn{fXvoFIg&BO%+gF({ zY`F?r#Qr5+En09(XWJe0zR2gvw^#W(_mT}R^@F;!{og-x@gN-?AF*v0&kDxuQtKf5 zb`WV-L|5bpu$Hc_uGujm$Bu=gH+%j1`0?X`1Mg&InM!F~Suc3mv}oR3`O5#gNIsC3 zct6I$+uJ80z;bhQvrO>!U(m=keOzvoT=K2C!})3MgLKT|{-Pn0ER(pojuwdS>#T>I!4prjV!wbN=QI+svsad776=OeY%rlm@^p&{n&7Rr4{SvnFiB>6X` zsAo$QNZ%>!nNMuT?X^xTT{J)3)Yw=sMrFWO2sfq1g8;RqiyY?f!Ps{s)G(+RtwLU1 zj*S(QZTJ_EjA*?pXKt%R#Rggo7ZBY74InPO9SpHPf5V0rc^El)40hk(zCssG&mQ8`lGe zoO-xstlT0aBRRQ&xMfn&sT{RwCFWWsH#1#S1AKia%eZ0^2R9hG@86#`nvm5|(2-Ax z=|qw()>>dO9_oyB1P}tFb`{EA08bF6X_FzSGJGk@#>y&GzmJiIKhcDoJ^LWiDEdk3 zFUG}f15=vCTm(`G* zEO6Wr!$Be7+&295XubZTwve6EMP=EtWkvDRyaxSJ@3x;>8vnkywiv|mT0!yg-eaEX zuD{UVNBbA;<^N}-Jo?L_guB-U@u{k#)uJv!U#=sLUa*PS*Uk&R(0bxL>`B#MU)1{#EghM z?(2Ip!xlCXR#n6bAe_w^KBgH6cUX@)h;H)q2>&-!(7Dh@0$*rV|AVyDD|B!$^n94pPea z7uTGMa_oB@6wTFvRT&Fgkmx!)pwMdB%W*zI{5t^M;*n%iDC$R` zATZdE?MDcfi8v9#<4!^>W_i*{(F%-qXwQ>+JMO)F=>}j&e(B@won72dl!}6%5b6P$ zuJjpF^!~jz`1S*P>Wm2U{sWlsaVp~)u%wR8$Mz^fM>H;i`k_jYqX;ubJ9F{#bbsEv zwvDBp_{2E)h7N^NTUb3FOR2q5<=dEpZ zwXW!;2vo|yWkcKH!E(2Lu>UM1nzuiQiqjT#L)~|=n~r3E3{hD(arddrG+U?$d9hbT zMLQ}``xruKWWzY-9Jj zj80y#&vgMF>@s>W&{>5BDVT&e-WvU5OaUdhe)~2?$F$_353mA^x7dD;Bujaul|Eor z$93VlyY!7pW^{^PxFp%F)$exl67z^H!omylQ*tyHHIrQI1Bx=vXKG4YqpfL^Zl4s2 zz+RcX!klB4C8r!lz74Rr9B>gY+~C3wC=O$c)D9?n`V>klDk=&K`*drcZC8DG@O)(3 z)yeDQ=sRkCIZ92+F>BrMPG|U}NjEYd`}+)FOqJutjl+iyMR?euV@D?UteoJf)bUih zR^)^_Li2(>rbdF1zKk@(rorpr!9h~@4W6-$H%rvI<#e3lt8zFg`QVj@k8eTDf}R|m zqdyV+`0?wQ#AtgOTy>1PiTVKPjYBhJ7!V;8*aA@Zp_ju zTiZ-xMp_|4+Q}|uS#`}Pz8xy8Ke-Dq;?^yF=@xRA9h(>Q(_yF0x1gUf^Ry@;1yy2) zILv)a3qEq3pWAK@zfH~i2ba+3#Y`gl!&8b%zBWfW#|(!zZ@ZEZ0qOm~M<5m(9+cz<=wuOmCHh`d6bi_EBbHeLB z=kB)Ma|fr6O3u*&&~QItFyg_X zj|!@^K@dpcb{+D1Y+sFi>+1Kmls9LY>bn=ImvSa6T#q{WQ(n%$@`=pGJ z2#6=ohY%cAmA&v}coBgzB7Fq8k~Hu1RJ~5O4|PyYDH*Lc2S$43%Kisao_`uPWx>Je z>Cu|Y|Ft_Q7#J|{`cqD20GPN^=*y5?X3raept*cw$rZ0Zv{?F@v+aCH*ElqPA!_cOYB3U6 zlf;(!uxerx_Em(wiBlcE!B5zH8Ad;8+)R7DhTmgSk20Ckmb1DyX>u1B3y70}V6N@zhLx8 zrA#IO55ggin-UFB7)V`n60D1~%u?;hhU)kndXzO8*~N?$ln4nHJW9u7qUyeT-LiY+ zuBaSDUlZ~(pg1gb{Sn#D25S{<)JxX=nN>>Avw@bjq@o(+&MuLwtJVpBdSDC*&({@yLHpt@w?_$!^<}} z9*kX3jFZuTHCsm9n0m6?tY*{Xm#Z&qX8g{?$icW}cLTLn-Q@4f7q=ZRRUf;rN6O^R zON|a6aBf)~>S%Pfg~v{5kA!w+!>&q(ovAvcJz(wgfj{+xoYh}D&r~-I?UYn^z4w#I z@~Ggt)QxF&zdpUPcl~$~H5~KHJQNt4LkO+fvK{6K2nbylZ*Oq)LUC#siOlPbd262r zFz5nw6fe0^qcYAMnw?f|#I{t^+i{(ufm6;+$S%q&-H?b?;C7_=plIO70t7E=El$B7 z^y!^?vcw6CvE$@Ua5r>X?m+nGe!ENe?%4zhT1KEUUKFUjh+RxOC6$KAx{p)>M7n^B zEG~;<8JG(AcKE=UVBCGt6R~ka*m5MOOxq-()Y8%#Gv;~hcc6B@o@(j}6{ZCbMT?LW z;rH}ev-W>G?H(B!6;;lsFodF^dRas939nFH^z%Po-1T3(Vp-g!GM!MlH7_^&_`j86 zdkZK~@U+@4WJ*X3$KZstjo!L?9YSLxD%MMTruf7f4ox3f)APRu^=IdFu6RXv#%v&l z{viOB{KiWV3QMJhHF}Rv4XEznh|deU@FBXoZ?@Yv^~O5xxsaiyqkLkt``yh0JR+qO zE*u*exC3r6?}BoLn_Bckq4BeJ?wl&Sx9+M+$JXKdda8<|J9GggDCo2%65qwlJ^x3O zf?&$6lV}1+SPgF1fbxMtB@7GO2;k z!`YW`%N!!CNs{tESC|iHpgLa~QVjDVA|4kMTZs0*8X6HyC{0X!RS<8{AD=>om`RBs zPE05e0*W-WwO=@B(-%;a^zQ*$s2P(eAAaG&aO~BRPfe&>d?=0)ML}r{_7HwsdPFi= zJ9zGg3XRfthQaxE@r)|0N$Ro)J`qW3!;eIJ1L{wl=6rGMVKP>Q^KhCZ6mSy48@*zR z1%NFhIXz~8&M;5SZCnprc&Zucub+iHJH@y`y@+tS;?w8dhwLW+_NU^`dyT(8N!g{PfFJg!7M3dQuCK7QellAa+RD*t|zj7qe~@BF3tp79To059r+_ zU285UJf`KQkqgv3HfQ(uG+(*Z> z4Fj(K^OJtweycfChIUlnLtN1XO|mH?C>6!%%g!FQ2Xm4r^!I}3`Ig0nr$s?lPuQQ#G8|!50EmdnkY`Q8G`c5xeojh?wMi? zUB`y&AH-ofSX=q|@%9n>(9`Z^V2xUo=SW%=(Nb0MzyJm%TwU>6&m-j^l8Qir48}+h zhQt$w7o#!edbglCWmzSg4`~{jE+}_uE|+Y4b{J!ykSNSUMR&zKnjsTPM4+WHZtERJ zDn%`%VB3AE@Vv*-wD*eG?}%P~b3g-Xa{2A*3G0=&b^O!MO*jDH#(9xm^Tiu*sp z!JK*XUY2ao4*G=uoH+mvZ;h!ds6|d`66x2>WzIy*(is$&q)l{GN#l>mI$33?iN#92_LY75uoA9wv`M!l; zR0b3RPc30Y(!xl7iiylNpS*(u`qjPjn|E0ME&93)yN2~i1s{cvAA2m_w49z~vNTf3 zc5U1KE5tbVl|mG`$XWnyp?ZQ}!*U!2iNGBkF4C*7IpyKiTTgfN=uD?*4t8qFYu$>j zuQbR%;MCCP^K{uew6hx$T8KT*q|wMuI<r`~eyrY7(App=e@FHKa!>KyFomDTS|J#%`ZJdaZ zeIDk2Zi?!>K#v)utz*{3k->F?YyF zwqEc4_}hr#8^#Bx98=Z~O1oOoo;qFMy7=3($4fhTb#m!0F_Le5bWd-!%~ET&Pw3XI z8#W~e9vb4u3SK5Q1c{g^v#r5e3*Y3dyE>slxGI$beRuQa_@h+ax~%~)m65Z>_5%(A zf<DbqROk=S5s#)Xbl_Vy6FafkAw{zPQi2Co*RxG zC&zK&r8H^N43o5aERbWjgcETIuNBL#I4gz~1WA z#>WY~P*iHyt73$@RJ(Y_f{k0hER1A}aLc=2hSMk>4WBmtVyPYTE168pLDo~!q>F5NkQe}(bx zL#3s5AG!*)C4*LN?Gcc+urb6Lb>Wqy+%N{>6Q^;GK4$aucz9IW=I{sfy~z6_5dE5adsZ|m?vAc@md>PY=e z9e?$;^K3giJ3z?8HYDCeoRPxFi^LAvO;G0jB&2N^Z;51?d{8Z|8|w;yo+Cq-mJP5F z*YTFr1$+Qar`D~~hYWsDXK}DX+cv!qU^8zs$iqWMLF5_^ELdh$E*Q z;ug{7!gi$0H>(|21?9YqDjzR5+~RrW1?zg{*J`vK2 z>1NfI{fcr%(G8*8T5qb~46(_V_qJZ0r`|>^Nl)!N8PSNhap3UR=M@Pz~kbH z%0&EcMQlyd@dF>LYbjz*Wth#MUnEvZ9O3fveWhZNq5UgKbrCon>kYyrUh7q^QTFek zx$Vy(Dqr_8vbmv>UuEfdVR(sFq(R`%q_zj6q{d=Jv1)q0k*|?nkNNJvYt!l1 zm-T)1#XlSNH|w8Mu}^b0i|+o7w_w}y=R9%%+Kk0D0QV-el(Vk6p)_@3Q&J zYme>X*HI-<`hY329N45}ZluXx-rlb3U~~Tg*hWWmj`}%rkr4BSVcHqCs>r?ZMDP!2 zY-3n=?PUEd*W_8o#u=hZ3=OXQOk=hFqNb*XOp19kBPUM0KK!bh_@vTLcX8bG3HU(q zz_e2BNhIbSV0Kd=J2AY)8-B7Zy3PkhOc z1vEgPJEUy7Xi*3r@-mowMh>ou%MBd6{=&;L_%1xfSH$J+?cDqGwi0#-*dYj;>8T97 zI2d!p4O8o3&b<`@Cn?LKKqexQtjUj3>PYr}Av_$3c4k?%D4blHX{#wb4XKI;z8EL^mRp3!d*cR<&hkR>s;{}Ww2t zZ>ki-&wBf~ToN8)y{h!7pc2`*RBCBGo=w2q5Ov19_nE|H(_{>^)j<+PTg~`! zN7T|%Q-j92oV{(8LwSk3udH@ihsGDH$%{2?r$aHtss1aHg(UW66ovdv^50aJ?}g}U zGhw|niG+`2X(jBBA$>Qa@tKu*WxWsYipO^I7RJe-}4+5zZQ2A(( z5Tai40H?SAHuYj5)QXMF`0cVV2qcH=3{}@-Xp~MZZLuc&B?-rkuZO<5XjU6X{95p* zjEMa|%7|-?Rm7$Ly^8qpVY?*M>HO^R6)BOnnt_o^+DR-J*>Yoji&OdQl7-Uy61wsB zy*%9A0Bo7x@GH`1W~cVW%a5=qJE`iV7bOLwQKeNDw_~wvJEI-EKz*`4T3}V*U3YBa zJlUciMKhX4n1eP9B76RNU<;zxl`B`0vy&#$*k81knp7Mdb#T!JS?9(ZP!($n;cs!_ z-_?IYg;PN;F{pU5N{|1i(jxGZ-os@LwJ*^#SYB~zEEN9lI$`5F!n>YX^b5AagcB9l zx(#UiG4EqWoX+kgV0}tz&LrM+v!B1?E-h+deb=Iu#Pr_PT^Z}H zjv3k9l^in|1>V=M&f(t_HIVZ;fSVxHL9W0THq@Ea2LiOi_&dIwUmi2aJnV$tN%6m^jO45?ui8ThC!W{%VGJ5_6_4+0TXXn9SqbG>>rq%l_(D=FqkG! z3zq%P$ZO@_T1mX!@2_Bj!naQrF?*MVdiE>);`8+|Q$fXwqBK*tPai9coLKE+l{!)x zGhleMQpfd7p@GT(8XhV|8WJ%3$t=es3>RIzxM#0kpL6Q&o$3D}EA-+;BiWnHAJh&m z-uWwU?_ObV;*$u+>j+#+Hd$QM<~#GKuaUIH04Z-;5i7vXL;Ce@)Tc+Bjo1wIYYd%mjfOIg!z)=ZzC zU8E+I6b(!3Pi>6frurjSkyV%~EGXY7wq8%Wx2jT3J{Ky`13+X{Y-2BLq0i2{6F$3i zxgPei%zyP%RT!R>lmib*pBMh}3^4b6?w}14PS_M}Bb|&kKO;G|ywYocm*ZSji>1yt zS8P9A>fHUn{jhhVIfR~ms0TuMyhF3s?8bn(Q~YqjrOR+}jt2kDKay=~HuMO^z$ZLw zi7tRck0-AhkM+uINkMF${m18KuFzkpN%fpE**wK3o{ucIp&7dewgG)Po?O zoEez(i7H)$3%a^DFI^fvV#G6>xVoa=4UX5pojKHYm4Rn!CCw~6D$%c7pdqC9_9|l_ zB!g3fA%zDImiGlGTKawM{gRUIDZX5Mokr(LRp|s(E+!G)7o{KkR+cLFE3m!JDOP>55Rpm_{z4zY~4M&%LZs`Zw&PQu)3MW_8q@3 z_&Sv<<=t!E$vvd6->x4$|5p+4w-RV2H2-ZWas0Gp{^}8paAy7RcTzm=DSaq8HYVkZ zsJ*86Wh$F9a6Sh{a%#d1vH^&F4slo4c(GKlva(_ZmF#p_*nhl^`r#=HKwfhlE}TFA z#jS6T47+#|IjKporKP!fX@#=|W6WPUX!|{S2W22kn?Aj4!+2ql@u2mk?VVO#&HF@26!}G*0G^m=F5~q4ZFykGujHR_BkW)ZRAPnAM<~d|PN`k$iW*xA|J4 zLbr2$O;P7l8R}9omuTPqtJ}CzbiI5Hk&+8qh1?lGTG<=FhkYJ2c#51zLGk&ihKAmk z`q`i)r}6D$g|lf9m?VceqW&XG)>XOI3_F(s|8h)mQV-)lzDl2nlIGWWixuC(x;~mEl&W7Bj>Lff6d*=g*&$hOkLQgolS85!}jglNE$>sbB35^VatP7U21=1k7% ztM=VF>o}&&xp%iJ{pf`%%F3mc1LAUrN=3U;AzYYQeVIaL1QT37e=5rfziwyId#vA6 zVQ|OfMZ4c#{Vd){tQmskY8Me?B>RlmjG&yVReokfQW0Wm>LM8u`MPt;b(%X%^8 zo^LE@sCNta4)y%(;X`qAt|~}yDtMAu&}PDHZr!f6gxr15q(6d zbvd1lmziI-t)$^ikCq}fbd1CXBruw0UsVEprDEGp(-@ z&gn5Ny7s%A_xrQ?nCVcSh*NmhCw;mC<^D?L+*@xm~r9V(JZ7Zp1u%XvH3 zv!LV`?!-sI9GOj5*pg4IP^byB&j&*zp`Mt zY+v+dBpECP=4;`g=wd0Q=4F|EXuP}=rAoX8WllZ+qAVGBnlj4k!q=7|6pndl<`@41AUnm|SIo&t(Uke#poVC)wCE@h|WEb&GDcZP(68aHT>-VMGqy9((+mGZVf&o$x#} z)8dupo}k46zw|ptiL*J8RkKMB_pW}O@qFUfi1|Nb+hqRSe)r3g9xPmsw=c)q_1v-R ztmn=ahEouidBCvI0GM<=D`LSA`EgsnN2S?3w~Lo%vMd{@7xAmoX(ZMELt%E+Y$&}q zCa;hQ{~90s86wRgXI^1%P>-&@*RJUl4^O}&>hjlV01uR996sxK=$thZM$CB8jWGkC zTk!mN(%pQ4{m1mV_3di^ErHXQx@zcs*B_s}UTH_!?zcbMkNRC}FzoIKAzf46F?6QU ziRFx!bQEST4t--6PoU7~;6<&AkyRyimT2@lO?E1yW6#kmKc+9~nB^{!be=L(Hre!~ z^eg{P_plXI+2cbmNi}RW_x|(GHQ~8kOVACF>A_N@5{`?{PSDk@k4@=ShNg)0lN12) zWAZNn2I%Imb);{-w|x=uFSTJRKhmOpZ4Yg;bpLHD9gcL16}vSjMJxWjfzBKW2j2d8 z%ni)p2AZz_{DljO@&|=b$KTz<&{V{_i+m$ti=95-(h?1mYS*s)qyRH!7_?GwQSW@XVU3_UJ z7!VD(_N3@V*#_Ijlf=YZNPy0bqltb54&F4xMp{(XU(>{Tj6hAQ+>>w zl55QhUt`U7kDU#l3Xz)Qpp=U{1QZ7X-6EFFys_1-c*y||aj4bh%T>o#pCI!>(=2jV zDA721byhz7mmMxLpp_3Vzgn}W(HN%=QXeFg*sW~Eha z;sSduj(!1B;xR*nL3SukG8En}IQP}M^XYF}_q_cvYvk`2YFwsK>X#0hhEEFh{X*w7 zuez4Il$Ik8L>;d_)QFRzRJ0wGCT{xT`qFZc6ls&_hB?aGfYkBu*q@w9aP;X=d0T!; zI-QS*DCI%^=6ECqPQa-;C8XQ%*^$|}bvg0Q|9?fDd0dV89>+6HOs0moQ_YcZTtr=2 z8j%*$J+^C`cDX8(VM5ZPNuBD!rO8Oyx3pa)jU|(E)T9$Jnc^iX%T&&YY$+9$=yKn` zhI{*qSG~@8p5OC(zT4;X`+W9!NiWnvnz;#`8%!TxhtdQ)jKd|bJDUF4dHV5+zS%Z= zhA4+7sYwIb{Y%!=jqmo>&C^p)tGuX3>|yvO_qCG2JMr>%Hk4N0$;rqm+%*%xS?I{c z#YN&MDdx*U_5)dwGL@l0e$$y6#RHWl`dH@cL2;LS!zI8$7;3keHbIt-i2OF!u*?nw zJ}-AgU+c>M*jH%VIggyBLH*>V)sS`7S>3m_pLB;_Y*D(gRtEoDtB+0m2C%V>jE((N zH3=qD>f3Hmm?_fv+Pp(WG&XQV$VWCXdle}04K>O(%7{E+;$bP3CfwpaAQrsr2%iu1 zE2gk`>tttm9#$VPeXea+k#yZpIK*8n*S+Dm;EnZ%H5tpA^o`Nj_`W*l`2S!-bme;# z518nL+9OF-81iVoK|a-uWoQ8NPQ*P6zHfTE|JSTY%ki>p@slL>s=R(yW%Xs>p9{Ml zCW@m#cXApKUlhZ?>Ne+V;XY}ifV%Up!lJnr0WcR7> zuj^foarC)MEy~SY-u9loF8^biODnkzYaVv(iN*PxI{Oh&pp_$|f0GQ$g`91<>M31k zbybxuM1=U^^eupYaOdN{`+CnFpob^U>Xfv*j7R0w4WN{S#r5)WXhKlCpQNOHvD|J00x$MrCSWRNM zxlbP*9Tp0u)rJ(|7J@2`!dPT0e< zyTE7)a&l0e8Z&X%^as3&L(rQIQGR$Z&ScEu7Uc-yXND-LTn;DNM@a?hRa&xH0IVnk zF5mSV4I#W}nURq-Cr|~G+F2U!V)|pi&Et27Ea{a`4*9G^Y?_41x+A;CEQiM-rh-Ac zLfj@(E|QQG=@7;0XY;ITU@Tcdix%F+jqQ^X=Y@YszmCx}hpMUuF0j3~v7`OdG*2N3nm_zOIhY_pPh3ewJsp6+d;5i)$G)y8s+=fao>eMpWgWv z<>+mpR3@?yX0g>v_2~zLq#|MGE&6;b?r5`m6)^Eo<|3(1BINHrdygD;e9jxuZmm$$ ziM>7v=PR{We;hz6jG0T%=&G+=;Bd}=>DEg*FsKZ4_4T7TzS^jQ8nnLmSH->1;uRr} z_Z&lyq^Se|XXSmmkk1A9uH8?v6{`3#NBi-q$-;NGV%Fr5K_rp%j=k}orohi9Z|!7E zBh%{z*>KxMQLj@r8F&^&=2x#g=PGyz&?LT6a1g2)f5ez$;*;$E{3ON9nVK+7lzeAO zO18q-l;}Qpi$n6ddR?fcCW11&QAhf;nPP&c6|;G>PVe4l{I1tC20iE?MMLrPST^^- zgz26|96yWj7n-w(V={S6$d>8FfZ3AQ@fmR+y;O+zMZfxn*@4G0Zu`i{Vhw|?^~aX; z7Z_{*Wrx60pdXmlnDsjaMNu>iQ=A!0q15WHs!2-3Y>6KcT}TJspb->~jd{VBU=Y0p z{r0pld^CZsgP*sp36iKe1n*UQHxH{S7BqYPuS=1WU?ha*dlh6?U}Y>Iyktzzgp;hI z_h%+(hOTNzy}Eqhj;YOO?~Brcje-y08gDnZW#f$9v0(%_=13#mP$zkvSGj#rH>IEr z8q5Y1R0qa=;|RqFHYCN1*kv3EeNdswKecc`Kg5#K*#yY ze{o7k(RBg#JT)^_yI3a4%4X@c+T}faH|Y5Bd$-42I`2Ozdr{s$ z6u!Q`s8~OpY&u|oXp6%mRZQ#1=nIpnhl>C+tF$HNnB|NTtmYy?;$ zZxgtIWvAo`0!%IC@J}L18y?1h7Mz*S)&n|PvY5AML_~)*O$1qFhk*_(g{so!c;^Bx z8pVA+Myt%qk%cb{F{1{%yg zOLQuhye_pqcGBCzH*#5-%@KK<`rR9~w--oQ@rIta>&cc;$^Ca6Ja`Z=;~9RwPM;O< zpcdY^aDTucL5(J`7ZwD-_-?yID5>=cb*;A;HY^SPlN_^%H0IdrLZ`4jb$Xt5B^zac zv9Xz)mqAL~DI)_4lkl-ufnrnV*1qCYhK1qQ7jvir(V0zG%~?|$R64lKWem?UM0Xxv z##ueRgzu)rCwwvSA)&eB_Cs8%K{-2qLIq&#LV2=FOOa9v0CF!Y=@~`xzf6xMAIoq_>b(GD?4#x3ZN{8^BNt zcS|+4Hrnh6RV0A-pvi%$rKeFEP2Rq}g&KhI<~^Y=%u3eQC}zxvaMRV&^0VpL)Q3^R z!Z#p2GU}FB*a&IVD5d}2{rk@{Qo7}>Y$E^mrGnDeU(EyvxD|>^7vsO`9~wbGgy9nN z@8>WV8Ko-}3Mc`9)OiFgwo`SmNQJA%86&4wgEq{jO`Dihz`o&t13ZH;ly4YOcyw$e yY6oU!sqLEh2YEtE)*Fh3^)5|atkK255IO(`#<9`9nnso&L diff --git a/docs/articles/AMR_files/figure-html/plot 5-1.png b/docs/articles/AMR_files/figure-html/plot 5-1.png index 6e6cfd8959cf1f927757c403ffdca4f12b789f12..0390712c1389b8bd000270237b7b955b68104346 100644 GIT binary patch literal 51366 zcmd?Rc|4YX+b()*loA>!g%F8EnKP9PWlAU^G?97EJXMMk$~;D87AjNb5|T*f%(F6+ zd0xk@e$RgQT6;fxt-bd@>wT}!=Xvro+}Cw|hx0tn<2cUmBPB%{axz*n0)aq&{+y&T zfv`E6K-l={(SLH=EI*~yXEV)as6B6^dwu?zj!LTVdwf6 zha5K@T>s+qEUDo77j7f}+kH?=#J1h6@ALAa#9a#)w)3ZKvJ0>vXbi2)b=un6>g3ss zIvcHy*%n#Z+Fnpla3+0ac=Ym{yL}0v$?Y#iQ%rTLt{yzi!PG^#R@GtGOO8LWwVhj8 zn#-QO;wH0m>mhodw8BNhPY=m+a&l5cpR)Qb&0oJqPL{#cN*sF;HeFratve4sT`jQs z`R)7n?~Qc63#>Ve`~`FKiQGHGkG;Ie z_r{!`$1Cb+Yn$eG#mWWe=jS`j4C($-F-mVJEy!m-&fwq})U2UOhXJLW$VC{>u9uD^Qn>TOf)G53g zU#C9p!t&_RqiWH)h@zq*U*GE87ewAVFU{uO+%55IW)ZXQ;o*T1uyb(Ox&P#?FMcd# zD&k`;nP1!6wO-YbGR7%J4y}e4t&ExlrIJml*X#86ZxiX{qj5Th6J-Z*_I)F)@cZIY+$(Iuc&Le&XrLeJngG zO5Ap=ZF<`JfkaK3j(DuHJs!Bez8)hm`s3}Vx;hoox5mxye*E|m5D+le>DoE*`YvWe z%8UBarAr0#Jzh7ILM)vT3Jz{QQ$Ch|JTk&_l<8B!mJ3X8ks{Sk9P0exl`0( zdY_vODQO1;Oe;f9^p<%au(7dOU0uZ!={V0cB&x(e zBtM{6qbcmNJddR)Z2hZicvw?O$$YRjR-n^qs`$b7ix)4JHL$a@Qy;%-H~s4(qhz*e zyOXnXnoiMbyKN_(p!v1BI0gSB7pNud?CqsdKFslvc|?Nogx<>AD@MVg|&rhS4>Bod}zB zj5c`rcW6N@28XQNM$HbvRYbdYAV0cD1lPq7s&@&Z(2Ugrb$P>`eNtL z=Z=c8%2LwOjVVI<-wy@KV*6)W_E)@ncd|fR=ipC4=eE-v&v%?l z)lS1Wt7jSp%Etblnc?K(63C#$*1q(uy!@#wFRjA4bDpxX4n2>K7#bSJ6yx@b^YaO+ zNuN9@4phB@fHc#j zv$i;#=6&o(#x8@%>9KZ4jP$8UMfT+$FD_N~z`Q(1Jw3gf$@E@ddZ9n~#LY6?8QVmq6Ku zB3IX5E~{OG!X;1k^E}zUos3LGL`0Rnq5K&$2Rr+Yeyr7^rS@@E_Dk~ePgMP$K8;pR z#D7>?zO&fgl%^A0IL#pL(xx<@=DH#mtBhsTKQQ33wlc>aSn>Ju=LycwANpEr13A=U zj(>|1@0>qi*4(LfL3}0S{1RS-J#fg2t5Dx*pIwOsfj_;EgwE|}b(C77YIk>c*@J<( zz>p9&lg8JtkM)LOy%fdH+;sVH!mvJJXvnblcR~W&pjy<6zLrcQ?8>3`JX;Nou=C8y zhS%D(n2U}KUm8!+Ki5uvOD}w2T!{1Jsvf=Uz}(DGa$1rq`=Flp!z&s8Vcfp?XpHxe zn<#mGQ>)#_df~ZogahF{7crteh{;#_x-yY=YgOf%{q>UpNo;&^e z{$lqLMfnK9i|i2sW*vid@e~YV%f;KdV&dbsGhR-;I@sG=H{UAcH2;Q@iH%Kvexf@l z#dE-Zb>XLi>_ZBM=NOiDtsT6GLQ=d_gx5()r|>wgt5Z?M#S(+N0xK$H8B6-V28TBW zXCxuiC0tJSHuBle6L%p>Z2$iK15YZxM|yjETYN!w`s^#V_zP=Sz_iWW)|N)%porZY zq~7UYHOP)U>P{^g29C2MLXNYqL)+Ce*fri%1+`cmqjmMCV3}INQjqYxzm?+Q!-qC_ zsg4ubT?0JVYb}rX8Lds8V4M<)L~*0Dv=6(a><{`ar_y&YSrnMk~(- zVX{5Tq!mGPc*VIP&(_S}Z>&Afh?ka&D=oKQ!V~-D{91Tu=u!8HnVFQPshV zgBfF%@!3I2%Ke-&CYE1Ei<*w6YIzUOZJA8Z*qEV+m1i?_pggN z@Bid0R#AaTYZlM#Z+!y;vm?!Qw-R$*ANsB8)xNzc<8L`A9I={hUmrVu{`m3ZcVv{u zX%aDXOG`^~ouict7A)>hSzB#wZ203Xw}hE!q2FtL2E$0 zNCC6wzP`S%UcK`6R=9ZaSyYrxLHgdXy5J1fSe;VVAx>k-f*Gx=SCPhU+Od02^9XWs zDm>mc#LmHyXC^a{_82MCpJBE&%Ov>#^_6&UFr5GM&KoxvnF}N-rU@bvEIFoGh%lFxH6VtZEL=f z8Qii8J*Vt3b6sl1i1E=@z0>_V*80F&$mqt68*<+J?Y;{V zG@n`TU-qP8map*l^9!qcjoHePlfPo^DqG+U_=0;07wbE!XS5t}Xh~j3W)c%yEpttt z6Wid`!n?-F>$+UkJ_@#P(w?IGpz?PJ3V^Va8DZzJ_(- zhVQ&6u3lH9YUNEk6nJ=ib{(<;{CFT?0gUeM?jAIBLQwDuDb;}k9PO6I(KY%$2Zfm2 zx#jm=zH})QpAF=7JIdJx!NYZJsgsV5Zf>M`3Pp`TN2&h>u|y>{Z zCd;dH^^mcWipo@funvEGGm0WoMwjKu&m$woy}v_3_Q`GZ0Y;3Aiz|EIH=I^PEdiik z&7Jl!;Hb(TGO4Rqugc3;Iv>c$&ZdzF2o4Sp5cj+U%!9yBVYN(dpr@mJ(l0pp$V!@2 zcv{uT+cGI?XAjgbPwjPMMa6kdblPF%xu~N%<@M{=XI58AK7C?lV>`Dz8{k2G!uZFV znpZO08MR#&`Vkw>KM)cU;wqR{R!~s5cCBlEvNyJvWguJxDCpKte91WJ%zxKQ1Y zthSx8!)3|DpJ4~<;@mg`HFaFmFoLc4a}oPmrPR8?!i9nG;ik0gdPfqCOsCxkif*<@CjwKo z>uP%U&rWOsv853n#*(jGMaBue!^2DBYg6J9o~2$i3__MAcD0+lrKbktqgE$AQ9Rsb zaQq7bOo;XLq00{zOu~wOid0Stlq?rsetqTb?P~f+#oKH-067Cy;SVV9Zz1=SJ=Wr6 z5+o#SSU}qnJrIQjzTXP5iykZPYemJbwUzlTyR8N)A9;Cs`S@r9$xRCc4YcCvB803` zwF^$^RfeptEO7)@WMpK7h0$he6d2U88r;i{a#Z2HrCa3h;tt`wGF~3 zgUkGNR4_!eWPdR7Ek?Ml(0Qrvi$Aga!EN&LmJqdxaa=`ZHyxdpt%FnaUgAiaQIx5(C}!#tRe&4s+?hdW@3ian9>~C|VyF%|!F=L`1;Vt8iwgjLVqzj*I8xMc z7HhG}?8wQJmhHKBmgdICTeHV;r`X#z-$Hpl->OzGaL81Q$7?=E!JeL;9vmF3omON& z701g{{JZ}vIp6Kd5DTQj3t|hm)>c`~EWs&Mk+j9r4bDunU0%Vh^LAQUuL4qC-czR{q#bNA7vZ-%sgs}UsNZn?h#?jE7 zxZxfjfBWp6=MF=OJLyjSvd%^6lBrsRy9rwVQo41k53rw?whGD2$;n9@rN+(AKIfT< zAp#)_Saxmsr#MQ*eOw?ITC@usfN`BLEZ)}LU0oAZ0-ejFX08W#^yD#YfDs%V95PS# zy#@mEiaq6_!^?0g@pwmjNR$~(->n5 zj-mo2r{ztEiRnY;M@TL#EKDm}UBr%QYirxlP}zy49V%?71@L#hY=P`F&r!P;hCfV` zaBA237li*ZbQJM*%b%MVQ4sX=I#MoX%u>1q@!s+Z4&^fuKeU>qsKUde=}0>FIfq7H zxN@yaU;XmziNju2T-WGc54HVa?C2H#6VP(&&+oiH>z(nAg1uYY;-raGEx~Q%%JmP=!oqS5 z8`vWikGQ{i`xfP?oRpLlic&qj0py|J<65+P_S{MU-iZtj7PwXZ^s?{XmT%{Xe@=Kx zXS7|g;_KI@*Xpn82EknoR7WxF+n1ok=1zPrEPrAV6(~Dau|88DTCQk*coq;~JvXLx z;6V6Zj>{mON|nY&Mnq7cTlAJ?c6?v|+zW9p>OwK zr&+;F&`q=KH3M~HBU=|aN7 zTeoca7RL9ruCDI=_Osi;Ln0E%%E=`sBp`CAfP)aUcxi3$NQjw=n9s*Mi^Tc)i3!P} zprfja6EzV?KHzL#dmV=YG5iQD3`iOd z21pqZ-EZH#d9$rle09>7Sh#q2fRJiZN~jy09cvGN`t)g3R9e$89{#G9*2aw+hv^Oz zhoFn(AQ$$2Wj3pNrSFd5w^6#%f zoSI3=$#|)ut}Z1_O-*(6{d@QBWnkcPH@C5wou00&suD%b)|`HunHiPBL4(?h5)#FT zrz4}IqN1W+j~}1p;XyzP2@1-xo4mmzV~J#I+vzMIEUfuLDWSnIRyi~<5Mfs_N~{3u zML!j;)p3i0I$RBgi`sw}o^W}8Ox8q{v*%Kwfkno$y?fsKP&YG8bvtNo-^ z=QAKNM!bE>WiGAUdXSo=s9TEks>1NfC=5)&azFGsBeu3YRZ=2(pK8X%Jv2Z zgJ9ZrBLqHcd%MN%tp@?Tkq3U;K|epu|WY;J)Ve;sMgX2+|})>KUG7 z^}|Pw$dFR)+I1ts_eX21FN1i;OPiA?PZ}B-h4XJ=be}L-d`bAeMGFw-%U1_GJKkx5 zjk__kwBB)F=q$!IU(*e<8oR_Eh;?c3@gt$Js%67Y#u9)oXJ_ZR@lMy(W&4!N$u;_T z2w(A4eKWJQN}g&Eo1e_>?}eu9Z}Ro_ZWx{+At8Ba{plLMAFmj>2skfa5icKlX z^E#K@Khm6zyS@+Yj2{j}!FuUZ!?eW&%K^7LIrdX}{=uWo>G7dQ`jV282CPeRXxst~ zz8$S;Yz%VS$Q`wJ%fWS6&LS5?%4lh2m8M;=I8`kUernh{7Zav>`LftlCC`9>?n#!< z00->uh#&Lwy}k;D9eK7FNH1QwqOaVMtj6WP3soG}R!>h4w)@hSgV>=@J1!R71SIu8 zZbKw(-Oi$Oi-+bRR z-VKF6Kw86~H8h1Buy$tXY^w)gMfOG-(ZbQZ2GFHE7bz$HPdrq(nuVeU1i zJUKO0H$0<2U-pQVYa79&7P>}Q{_8JWZ}jqo*HQh{CR~maikDo?-+HB_V&l&Hijk+P zqQuw0p{BilU0GQPc0*r7xV9m86TU}qc`4Ib(LPf?aP*#i2zi)# zRkUf3lG*oHmy;3dl9Q8pPM!oB#1NuL1oy=3=(u$8m2_ycT7i(yX2Y;dUP1=noby8m zFXTUi%Q6v;Bv*nxtj0DUa#!jodYsAKwnJG<%Y-e1clXT11f@hwY;0(eXSWZlaYI$vyHr(V;MU+nPG=XF@m@dT zB_SaJ`;?5)hhDVBPG&v&$vj0Ic<|r>xdOZWWRKJ!0~k#uHqqS7ckgN|XBiwvPM{h_ zevWcoZLXBUKD_n&5HY2YG1ePqPHs9#?tKg4N5WGs`1tuc*L?`M5C#-U85Ky`-S_bs z21vX(2biFsU~)@@vjdTN57~q8@bHA)4{qJM6|#RH`9VP?Qj4Wo6D#(00hIn|Bei+S z=g(YM-dqFm0+x!Wge*2T7IAofB)!_568jD@gS$Ss*eBOl%)m1~{wEkEcS=;5;@_V(bsd>%bIp&kP|2y0T{Fby(vXP#{uB{F#BdyTWqlQT2qJ9Y#(1PpB5E76vF z#|U*$W@aX0!v0g%397%kyH9{nFVHSRAv$>R=)-JRR69V@>)EBmtmaE&iYEDr-mP1& zb&5K^ef!p@g(__UL8Nwsepkw6MJnYHqv=U^aie~Vb?x=#UQ z6q~$@jEpQpBZczD$9tPuXMR?NXQR9Ti;$^-q&W5aw>u@E0js|*|4BdbmB9<+`BRFB z)GwvHzd{eiLJg_2CflGY;a?>1esBf1Wtt5To$MfwH>T^p}%U5)%j8a;8w)>3xgHfs*3y z;e2lH5ej2rgh~N{IgC7t*g(?ljDMYKt z$Vd;=Pqt%yjyrSz@dC6FRhg`;HF17F4J@;dKi=M)nwkRBs*U|RIJkgy29_b6)!&r& z?E2vTsh^82inT^!8ITt}_jd^u;Sk zZ!J5g#052i0-bk!>1o@3Wvi4G{mVyXQj(H;_U<)ldw((P;qG@+rrwvF-)}gZWf!Vm zH@nd&?=F>JVrXcJsQXfH+x85)0ax>kV;oES{7Q3Z-t4@5XKa1i2)?ZU#*?7ldhRwnEhxIQr7<@n#$ut0o)f9u8A<4{nT`I-1@1j6@YS3mx#3jg2wIEYmh!K5jV z?{OpjhKcAM%{{t^Q(PVwT^MGl^Sb066Rhs7*ZS* ze2NkfBF*E+WI#3`d}jyij&O6EBdpV%vgWRT;^TAt=+RJK17#5Mnie03PeJJFHmW0$ zF*F=Xx|EDSO<7!47KcO!Fd4dj$@tPEN*gFCJ$+#b1f;Fq@s#oG-^a77&uDjhm7nia z6~+g(|La$y)#Zh|ckhxtkRZhqacSqzkGrmECibn;uHWmBq~=aR)XQTX1x7b-rr#)i z4C-uO1tQpIZz$_+?;8*N`9*!r7Sj(X3Q%KNS@9?e4BbJ+2_jB%agM0MviSm~Y~Q|H z;@0ikpG!-%^6gHDix(v%ly`J=)Yb8z5CWy0%U)vl?B&as_~f9#K(JFBoSZ2yUrMB0 zz7Tp+7oW!(NREOh%dFF7;dg&+t+IeXHVS#D164{32*4z0>sqIr!yWr}JDp zO2I7%HDgqF84A(MA|_?f$}W%1?p3{T?F865f|4iuyk{7gd)2Jv)ny9tq+YsNAlZ_yrAjP7B zM@G?cnv_bsmz+Edse|k4dvny&&_KhFt@iqglQF`9R9}7|A7mxU#PG<-6eTtwD&<7j zFKYF9VM`%0%z#QS^rWOpQ6ui&z54+rkOrm^EC;ICFJHcZ#H3CsEA%Nv+sJO$tobcM9+ z0T4StTOlAbFJDIHY|9moC$2yM4@~KScTa$cky0Z>9r;;VL3y8Goq<{7ltFC_jketj zXq^(CP)@+f0=87bcQTf8LI6B|Tx1y}*BwtvgXoTjoey&v3)UT!&v zGmP#bBKGgVB4F;Tqr}r14EboirC%*TTo@f4jj|sI-Or=P%X?H>3)&5e{&N>DG#O@M z7a%<*CCQQ!g|ytj^~%`uf2fRE0~M$l;O&8OVQQNC0?UzAP;egG0ZyU!j9qM8T)vMU zQO)IvOZ`t5&>RbY3TV5tYGWaYzE@j7?lDTLtE>A5!?D1Z9;cmVrYJ)ok^r(9nI?5b zO>S9nDGc1tpFfuiIz}Y{JsL{E%+DxSA75YS$eLNkiLYNf4TRpVG&n3IWRJiBOngVD zcF_6`Q4-K4x&U#(2pHk-e{+|4f-1Xz1vVZvkFFJQhJgo$&j!vhvh9f0$Ya{wF*3{IXj;a=4 zTShe5x?^A0&!0bgdvChLtV001n2Z^>PtmBZfzuBHjY3+3^$w~A6v^GRv<{t)mjH?{ zr)XT#&^Tq$Qv!MgJJ0sl_cMvAL)N(y6BAgWxnAeCNwpW_F>)7-+K0EtB#T29wRj;L zOGZli9<(Xy_xtznKd`U!dfd6I^Wnq8Pnf!q92nhSz3M${3XDsQ==$jK;})n`Fe)Pc z<9a{|BNenE>h{=^4%5E|cJxY$I&LMD|M+BIp8M+6O{-JDsUIptBCNOwjPAczFSUgH zsljzfFRH5}&)Rn`A{-v)JL7u#ma8SOmAKh^mB$AloVZQH1ds`3z; zy+PN30&R*UDRHlVC3M#B-E(Y8(Y`HJul26&TJhX+yj3N+0eec=X5wlst1s-PC;wZGU+iq> z7;qeU`x$X7z|YST(>nOu8%%cR9N8WNdL?gZl{uEg@7#w6Q~hDF6CplIW1+L7!GVUV z%P}UZT;NVI;h{XYrKO}4B2Qf+wSYCHOn4o}h}^?Q1Ud8L`}9*_oPgEqB5Mz(&o#mS z;$Km_QI?1pu3pj9T>3;I&Rai2G>*h63)@XZQzD;-%YV2|B`hpFxR`aZfD(>-n_N?aI zk6ZGxiEwV3DC!b}=LhCk0W*#j^FW;Hn_Wwb878nG}|f`Y;qac_8L5%RR0 zuk15;W#~^?mrtk$ua{vx*}rb#FCMypplM9g(V07%6E0vThM3Bm=OLNgKrd*1nzRO1 zh^18C^;diqH>!9NW-3JVJmg7i?Uv?d6k}?ts{2^KfyYNBm}{|ubyr$iI@*@Q!^%no ziDVCMK;Z@1MNUSBVpL91Q9H{x6jdU)L1L{5698NmL`&R^jVNFe$lbD%5>VclGidnk zq&s(J={tONu(z|DUtE+`I|UY9N?fdsiC6Px*SNeSZJagB`f($d(h ztSlH_4iT>peP#ZjW5W47^rPFI*hr@XtO-MP&iQ5M%t>dIV)rxB zmR^ZQ|LAyQy|@+UwapKWC*N69wNkWtW*HE^fY~uJq3hpuqpq>}+4Y7MMoSbA^@G;P z+UuV4Gl_>a)}u;vDW$o{4nSedK-Sy0Z~!A=I3R>+I7+U6#Ff1peAa%$G$iJ!S5Qy@ zYJBaG#+LOT-4ps-*zY~mwf>F&MAGrmX$NN`-#_JiwEFvd|KIvDZnw5U9R=JS_S?gTU_}6+}n4 z5n9n9AooJ)*wyzFkB&UoAMLKcS>j2BQVIbeMU-;=msiC%`0z`nHLXoWt$_`=%pM5a zbqfL-HpGmVr>FiXY@AKW?x5u}R5kMbvn87kb?NU0 zs3p>bXuQZaYBB|be)i#x6St2RXuA$nhQb$%y0R_Lwi>AfEJWjLbpX(rMs&Zl!-1=z zp#d&bBjx!?-3my);8HEbphc_KeNz2VW1?xT3!H$mA zg1L^VxjBK`i4_$UPz&bg?HJur;sc?A??v?rfO%m5ej$j9{)^kTZ9`4$UwjWl0*XS^ zh;gy8oZ9(6l;UASL03ch*RSbs-%dh?F*kp2^-~eG6;cuqM*rw&yYhX5wk93d$dHg9 zNB{`n=mG(;!m=(s9bsXCz247a{UL{#y7YD7UVqS0~^Dd*bU0 zCpEA;be`Q3m<<=e?M^siJm9Xv6roP6dcO*oa6}<&8s_5+qb5btXHTEL0jG=Xys)%% zfOSdmKdPm@eSL@b1_cL$J>e6JO^C&VVijQ4>fjPx`oHQyY6d$1)DM4i5#{UPERqC(GI&XT)X?_C8aSVThUGUJ2 z`5%4soPaweSZ7#N&6+>*rkc8U_x7fvWoB)uXiXS^M~XxSIPcP>!1X6TAKb!Mg{J`l zeM_+l`5tO4tL@B%hb$$frow0{;oy)9{y!ikXrU|^3U?rg`7@g5y-NDe;#$e(zrpeRvP z^x0#A%_AuzgS90J`5YP+J+$Shs3>3G3%zyPyw|zC0n$3&Tt8bNr@m+7Hbw|EFnJu) z=qt)K`t3*f&Uy#C_{-OpmawJBkDyM3=t%zPulRbi%!VtX8+s47z8I^59m6(NGX;1Opz&er2H23XPKbOPSVDC7{P=N&(H(pe ztP9MxiNt4PV`s-}Ujnv9M1UkPGB(x$n+=GHx>42H8k_0H7GO%bJ`jjEpYRxrCx1@aiWaI!rYuv!u`Pm zhy@|dav;IZK2SE=wQkf?*V2ka!Q|(+i-smRC}_4uhM^hSJ1t*Q?3OxD1UY;Y^jqQY z3XZb=Anm;M9A+02!bf+Co);PlY&Wp7LQx%oJ+`{MTtB}M6cr^C)S>0$G20})_tFqA zuf;KK=qWQZGm%18daA1R@HIZ51QBBL@gr}~|51Nst1hjFhGfYPHJ7b_eZOA%crOCs zQBF>0yccbh!qnT(^r&25BwB?I$ zn9lg7VRA0emZKd7!mO-ix1NFVM7f^-?w#^t=hV+?@GNS?em=c~bo;3R$a+CRLA0_N z8lxzc+$jNpiLWRTrZ;3_XKhm?kBgz8zV$VDqr)dn0Mtn)-?5LDOm zD+sIb4WNdaLaPRn0Y;qYFhy&WMWm;vCw7Zgp;HcwDO_CD$lP^xR>!x1W4=jz zQdC2L<`7<&5D{UAf=-GVKZxQ7zJ@=5>h#$?WdeH$+|;AJb--Y7{_*joXL^{sjyJMt zIFb@do^onaq;R!Tyk1VVSBEY?e69cX?)5pCVEfO9cmHSfq3055P1&=5Fcl%}!T)cv z9#Nh--8y6H{SumCh8v@1{;?#pC6eashOn^E=9aVX#lIDtPEMb`|0?#%@Ybitz7@FL zdGpQx56U7gw)I&d{8#IzKFbd(9mF#FC(aIAO!kxl_9EK^9oMf>3UAxKJ}6tVQbY+0 z>gXE*33$Mvp{i;W9(22q-apmFrh^L5hj6K7=c6X4aOI{bN6!TcYzR&%(KN)*aJ$3Y zrT-F*f1qXxGi4^PAun7};9CFq;j)AObfv$)*ZUD{C>S>MFqT(WHx17qe1P+V*oDL} z{^RYd7h&3IuuX|t^hi25IGkV4%ODkTZQF*V!)?IB!C?fp9i=E}zB^V{;qb_17}UWm za-Q$sA?C6Mj0A{He$%!qDk|xChQ7XADVK#|;=*%7pSi88i#EkI--4wboTMp@)BR`mL zoS~HRe!1rirP8JtTk0TZ@rXGSP`7lub7LX9r4ZoDddTkk#s=*k234msd| z@CImSfHe()2y&6JvGF2+AzTZSzT4JEk#PE)d3`bxKUxHiii$>l>IRKxWMuTSuMZv= zuro;iKbo6QGyq^i0^GNM|9MGdS+v(8OoCDdZG_>2mpsxu9Hu8YZ()8odE!K3Lc%!( z1yO)ngm&bF2gw#WZD2)YBqg~`T7LX+f~}O;xlJ#sfd&k?7^Ebe5vXC)L+=ypAQ_pN z$@rud$r-Ao_n-}>rKRyYwEOorx3moO_ZJ|6;nPqHpnv0p<)4K>IJ9${j{{L+MfWl? zzK-k4B^{lpqsKTnwo_2hbf{P%Dg#0+E-oS)qJ#hTsvFnQqbMS%uCkaT3xI)LT3kH& zl_eEECdjgY3lz|(py0jNkd$->lL4%jp3XxBb%EIN2^fU(qZQ3`xaWg#(LY=+6sha_ z`sF{T;4S_00)psNK}RbQ_doq=2ZW4TfB_yNv=D>oZ?H`9oSvQz^W)oPaC9k_K+uWK z$lwi4fqc@0yKOR8%%^+4%iE<449(?O?{Nba$z0iGV(o2UI=Kc1-<{sS>7Yd>2VG zSy3HfxX_eWU0t1)kkB=?Ape}{#EFZ3sei&!bmEzNXQdI4Ql>(#pkX9Bny6_wqtO-| zH2SxZ^ij|hC%Oj&>|wGrH-Gv@$I8m;*)FgJOjx?R0}ivWP}N{cAjB~$=e&O(;t3gB zvckl~WOyW3Od_QbTyK_XJ3IYhs=d_IvOk1Bm6b_9mr=c^TeyqR<#qVS>iI1VaWl!W zFJ3TSkO^@liGKF%w(PBRiy;=bJx{w5WFSTp>0*FQK)B-d%d@7($G6Iqc*#;dp66R~wH8llJbAj@(yyKojL!b?Q80tvkhKDk{ zeEBj0P3r5{@_u7#_Lzj%DpCe#K89UN7g|NLhz-O4s?^LbddJor2^vTC{R)2I8TH>6}_ zK9`lTCwbw{=~vJ>kbscSo}`czrBr%CbNc7N02vK>>xd|C_0+nuMIc=A*d!x*3SuzU za%c+2K7>B7!z?fPOI zLlG!;)JEemmQp9$kON*cFOpu0Acm6%s0yW|wzWY1;jkJw{&xg2-)!}G0tgSSLu*tM z81hzDGJLL3!FG9-o)i#hYHC9CTA1kG===HR?Eby=QLx3ixU7N}fXb$;udi=x9D#rp z7>IC{3GXfs56}MMa8xyr@$~h7L2I(Ub0@SeUEFmQzjr~BSVQ&mG+jtw!jA?d++}J&H~5akPv;o3&X+3 zwO3pTi6w2@zYFqyJHO7OV=BV-9R5Q!69}jK5upCe4uPFw+n>{M2ySuxkYtWgdzIcm z$td0YmTkwbzX?gn16B0EcsJwOhit;sZbSe2bMjGm3FOQA@c$J)QlUeGV!TzY$#Elp zKb#PK2E7kQ444Qw#VpOecJRcFO>&-yi077&C7>JK zv9(27&w2Pz8t!)pz34u;3;b~Eehyl3QN?m{azbiHUuNm>#KJNn#WZL+-LFC541o)f zS!B@|k)oTpA!u0)8qhK-eJBq4b#dMZ40U=?v7mTrC@CG<74KfvX#cnZnHfnWB%~c8{3X|n+q13VD&73>Fc-5x#tI-5C8~BfGC5Z%r(TC%KSKCmycH1 z2r*|3L6K*tkgy>9GWx*zDwzS~XK3Vq?#5-Mo35ET~L`D_rR1cmvNl$ib92BbI|3XEyz_ij>@- zTyELA6Go%*FxNPLpgFtKMHsUWY7*y5XumhVj#q=}7m~K)MAuy~CaRord*8Uv-Tk713~Tf~ z`V4S3D=RB_2do}f_?R#VVlK;qXqiHg+-7>OFFRWU5eUbK6j}Y;NtJ2RYE$!43YIsd z|03XJfFXn!P(WYw(($<3qy4*l?mFDtwDr%*W;=~0Mq+a_y7jjO?btyt^8QltWgPB; z-Ug!k4FqLh3L+?M(9b=WmzM#^;^JnDTnii=9eoc9S)#87l?h-@OO93id_N8o+6N#D z_rYcw#Src@G2bvMa6(!4lx#cm0Rq|d@87f{cILXe{lvBzfQasXip=a|w?FWm;O6%9 z_QqqRm|q7TVU-Ut2PcDe5m)qaU=_g_?w76Z1?+I5*&9o=Blk`+jxLd3K&uH4jzq$@ z^lslqJ19&%f~QVB)=B+w;t=P^KRcVOYh)x}_bc_YCm-%@-VQULr)P8I8B4S&bWbe+ zd0^GjC{lB8*|Cosqz}_6jIrGcl|%-&hlb3k=4B}`wbTX($X(czkA8tA!g>nK z*A?2B`UphuIh(WB;FZS{vb+RrlLF3-YmQTpGz_OAhy_1F&HEcFJ z&TaqK0ww6^=uC3b1DWIeoYRsGV{PjG2rL7>-4H07GE5}VeCL?}ywnoOh3!(ld{N5_ zsQ1_4;G_@0L!ZbN0W;i)LsG>Li2utCuArABTs)|!=D9t{$w--X6Fcey*M14V|?AU5?j>0<5naMl+tZ8__-@gm72kFJrK`l_1|RQn?CW^eTA4}jl$ z;_Zz-J)GZkD@-HL#w3zNPVxIWPFv~Iey7NH{3S{VU0-h)8&~FE%W_XRg0RpK1n&TZ zcfVU-Pw$)AV~z$gtWMAJy1FUgq8_2mtcp@p5qwJs>|sNs9Vj4`uQid~-TODMegAH_ zwi?y^>#iq}{c}A5g-lg*6=CFfu$*LNV~F2Vp{|zkvsl9h21lv98N>@)!Y(`)dG?|? z?0s(TNiML($tfTDErD31C6P0Fs^i({{z;nOzhjAo(lnT!yKZP$F=DjcfBO0lt$Qz$7ZKjeo1(SaRIPC=_X=Q-)}Lm&mdMF=tF zskK27!7h{R8yTrQIKs}@ydiZ(EW@-tOx=rW-@fu=>{Q?u_ldhWDQKG2+dCSe2YUk( zfD!zWl|58Z4Oy3G-yVhppc|7%g{>qBPYIdKAKcY*%R2KkYk%wcsh8Go6R zBSeKQJdT*Wos_h^s)~5H2VM%K>>EHls*C7VC8BPvJZgG+;xScl$0}s)J7qg|aNoX= zhzRt;2{<%~n|LYZ)1f6a^yU?` zbz(WfJ<9Yu+9N3FGI}DBfilP|D9t11x?w|uPYz&%NG9Nbh|PO(*azMhwa8_YduRPx zH94uh?tq*^X5X}Vb7@%_@l=N5@psK5V5ErWQ{8DJW%1}%UX>^ctJI+l1I#b{kEm0DT!MuNK&{Bg7_Uln+9ICem!MUF z#<#=iK5(AgGE#ZyW>iFh8Vkr+2l64vCddKdd`5a^X5zpxV3&zq!*;iU;ihv{RfQte}kk6O7`de5~>8ZinD)>4+MfL{Xenczq`#p8~K0rqg7OF z{yyJC?DlurYB$Eub{44I7>{Ou^M8HQp<${(Y#XBGn1kc%w{NDf+RVyoefy_K@IK&G z{qw8SBtQ<%rNFA7LNj(+8W$VU(T66bO>2;ai6_|rO7=hgBc~7oHaVJq2)>Xiqe|St zG&D#WMF0OGbVN0ohY6GQ>IlB%*Qjx3&=in*XXDMF?au-{#zUqly>JRUWD$& z!gM^CgKZlH#Stc$eJLm?&JZ~qDk3nfqj8gfmJ0_udYrRR6M#8_Pn(WM?+MW3xlCYk zaD0V!lP}TphtY*?4P8o1cTjccRX;aDGlI*C1GQI!QdD#yDrnSuh1jPso}*>IrKJUZ z(+C9kdI>atM1ZMICICVAQk`vXHF^ z3C*EV_Ek6D^78S4VuYwhTouP=P2Fql9=dAEnT(Cu@nb3GN#6=K+g0 z6kbwRmXK_CezYS-x&?H`g$O}Ld*^Li162cud-ZNiG;OL&6TxflB);Y_Ub7yrX>M)3 zgPa_p@#GXGS@72a^X?5)AZz8`)23hY0P8E_Oj3Rn&SVr-PGYX$p~S?*4ie8{x{WFd zKSwQt{o)@zfN=mBhC>HVf*58R>L^%3x`7g2jhcpRC?9hQXE7Xm@3OKk7kgafrT2}0 z@uC|Iad6lGF&paZ8k0j9885 zqaXJt0_m;vX0SBWuG#0kd4UbkOoFl_8^e#Yn_x0bjeXa5UpA?NtSEHfa^{C=4hs1q zzfaSe@zO#o8+gxHrX=kXvE!yf(W2jwbO}9;NMVW>E*xPRSUZ2Wy!;%KA*x&AFbsn0 zMwUg{wqMxhSo*If2+cTO2b3Ac0g<1k9*x(`FOk)F*3j%=*8Gk|r5wlworF=39({q! zgLd|8eK1;CKzHfG=7(EeD@=v~m1uc^8TApCt_%pecbRRQ%=8qvHyA-em6rrL31}Rg z@<7_EZVNf>9!g4X``>*y?PmYJef8Svzp;>YA9Tv^Sk<_;XhPU`m-vp~+2VB$Fnyd*NHf6lWwo4RuqXJSjJJU{9P z%NNa%Gryq@anXInUdKg>oSTm3XwbhWPgZ>SvW=V^^!#f& zX+)QM07hj6%cl4aWDlTTX-QB+hb+&}K47(4ixnN1gVM*4fqVR@C2AS>H@#Bp(H5Y9Jqq)fdZ=4oj zb@NPU;bPm=No>&AuBb#j8yPf9Z*MOg#>OTlppiWRhC%#%LUDu`%KQ>i)Ed?-I1gj~ zR*VP4i*KBXs^=^$CSg=S8H4X(5ZHdFc75IS5MFdNp#YBCqZ07*oAW;x^F` zp-0u?C|M81@=IFrxtr(s5&{G_oS2WjH>gG*;=KcR|CNWRFjc$x$M{8kDaq)966w?rQu#38CZdn6@6V^#Q&?vYR3dvGo` zCLx+6M)&&lGm_|s==rI|6D|&R@kFceB}k!$7zm=hsjyH|72TdeK?7Y~AC~nQUm}`O zJ?j!=Y``b0rDy=Zz~PmNz+=d;KV`EO1@Uj!1JAtk2h!Kn>8EocRO~Z2`P5M9sKurm z6LO?=X%d)o$~YbS1k8Ccl87w$YEMv*JBGAtJ=L!g?c#6 zV~;A2fWU3Cejn=7(!fl$-@ijmL#ARfD{xr}^Mv=yFh>LjeBk^y;wGe)gwbr;bgD-UUhrSHs(>+f2N-0 z?w}eYf+QY0LREKh^L5C%*ul6E2W_rhzFU5hMt!sw&4%9lv(q{=2Gmt+k-YZJCWzl zo?TSfxP>{z=5G*OJ%#9pokk3T{z+eaJz4(o0{pk~-aMe@w{81frerR&GBue~X(A-a zRHPCm5k(sGD?_GANyw1Q5)mqeGA3imJcdRx6dFawlBo9QTJd}Cdq4O4>~}x=dEa-x zd#^w4pPSa|yT0G+I0o$C(aT#6txOyz;`rH7_jQP7d9> zNkLIjgBC!}YtAP0Nhrc9ayl7B+}hmjzVn#_!8-o1NP`Rz293Hp03a$}BOQN=wFI7Y1At2sN+YdMzjU_%xWSY$gDPkH&*<>krr1IzsAx}lT2 zJhnl0%E(F`&;9JEg+K##UGoG2<&_*?MTs#nz4kst{4uw-6zcxtM~94C%R=5e-}55q zH+e-VlSrkUo8;N!tMBRaF+OKuRfIe!tIi|A`#r z5-Fz6jyh$YvY|s%=J2L#lYM$$pTb#2h;%qT=Pq9;=stN12gdQZxIJ68^z?nN6>DJL zXiofj`*QT;utLM>My@Vz5!n$ey};WWBJ2UR=tqw{A=8l}Xjt?7l8F<918c|zy_}%_N6+j!aaO+fC+hzC`6@49a zyZM(NzNvNVp|utPLlQK8A1)`F#W-{!&@_$73)jgmwK?^Q&LGWhQ;xm-^<$8|HzyTL z3wW%uEN9aB%j7^56Kuwek=cE}0!MF)O_9E>P6eu{szwoN+4B@(D_%-fLJ~} z1Gn#6MFnQ{tPUN0eH#ZKM*RD7G+mi9AnCG+_cZ>t6xknLkzfb!|NleK&** zvFh*dB+;3;Fh1Y*^qlb%J*jH(To5qAQ|}26zn4+3u%aUQLE%l9ZT)9ixE@_LVStWq zs|A0)fW+vE@xSIX3UcS{_zbyA*8M8Qe}tCSsmREH+i$b1kwKZ&mjAvwiOHS4`GX0k zkYAK&I<#%|=dxQCn0gKKuk|I@Lr`H7b@*@wSt=pv%(G?h{}2NTJM5cn7IwZO%Ce#d~Jxr=}7@7L#a_<-?G+uY<(op%Ew{QRbCW&MkcRvi~MxI^?>woy^ zz?;Qi3oopM;1!7^RtT4L&}?OzeUq9 zZ_XShF5vZIVp;Dz!H;H+Z_sQrIj3;p67(q1d;O;cC!s1XQrTR!DwXnN;m5z1(!R^h zHggUTagW5rWLu|Rzs@9wE+#rWH^`hJm;PL{T<@IjU14>wT$thJb~HRZR~VvG1`f_y zu!I!lg0}q2^9x4(y&EJ_(h8`J2p;yC;+qH>p#5X{-SJ%pR_^6EdgEOtHX zkTbmcz^~B}oX6zp_0L0+X~KfpzrVXYC7Ya?>V5mJ4-VJ&94Kh8bYU0`Kq1lJ(Rq}e zT{ub#DoU*On|0na2B^vOir0AU+z>oJXTQ1@H~r3}1SdxhRnjXbM@N!yYqLbbwQZ#V zK>SKss2haI{RRveK)Q`E+Qvq>C9#@1gBqxPoj&|iI13W3siYECKBh-+49~4Qu+ZVk ziYXQrkuRP~B<=gCsTHyvN#!VQfD^&>;4}_MG)|wOj~+jE3FwRu-acF_XJ2cqt$jwO zgz{Cg5x0`IQDN#@lr5}JnX&0gt_8w^;GU2N|t<)4LNAi6<0SmJ)k>M zXAU|JT2gcfHIX>)xd-!x`T1W@4y`$T=nBoU_*76}<F%h+$us4MU&8AMR&x9LPW1qg_l&G@zq9 zVh0Q^7c5)|nl;&h-FW-Uj=?9YCU`A(^vcq3X8G` zJLdWhp-dpB<2D|vM|vhPuu!_Z2-B%tRFH{ zl4d^#FnY|Mjmfy^tb#Y<*yn|1%_o+cuc1Sf?#M#6UmfKWM3sp~%ttUlY#^=#w zOCm+Tsy9@EzDKU=<@j6hTL2WkxTy)1Os6Fs63?AWC~TDdtO!2|=h?IA*Y)h>sVqmb zLUF^@^+$ecqmi>28US%HHbf!o!lHQ`6g2%}SSM(_Uruew4Y5LlRQDu+k&#e?p^wWO z+2)}`%H#iXwzq!)_Xg=XJ<+YOv~)R7nlswYu&+d?HPH$}O8Jm5ke{O;L>CPw#Mr1U zkBS{GEEHxlu+1b8p!aW>c7=p=i0k!w*dmr>ix&7TCn59w7^3(31dZ2BS;mOFU zKoGo*ugpJ0voK zyLNsqid%MxM_JlmzBiOiv`4e$?A%M9JlQNQh9MLO2xi3J2dSyAVfbl>q2YQ3tDb}Q z*oUP6EW#1m3j+fK_ze{mbi${gMF(^|##PPN6VBa)N*eZuEh=hx=6)R69AP-`@^Z?X zJT7;9F^qp1yt^ zdk?;aGuQW5)dDA{w^T8y%ArZdo{S8&=3B-j`+dncAl(*bO6b(Pw)@|9bOzh zbf_pT0`rh8PN)_dt5E5?dU>71UxBU9Z@8bSF<<}y?=rb-g#IFWn<$GrAhk(I7%1Nj zc?=05RiOiV9^nxYGa`033V7!jGZz}lHS~lX@;v(Km%yF)Y}2z*G`dB@3z)HRN?kb^s_+wIuDUl>&hHp$)nY2mLwgmo;Y$uf9}2Z)2BZ-Sk0+A^U@OaukQNt5Al0_`7+{Bv3A~+ zhDIv8_U|`0p|EW=V<&=L`XPW)-G?j;y8D+LsUDrDUq64wi3C;9`8#S~9%;8VU*8Y{ zfyX;xzk*`e#$oD%kR%dOQdog32DZ#K&xzqW>mSzU*=v4nF&AWvn{&`H+>TKw z<@41jlL+d*U-!7&eRNZB>``M(9iXaoi0$4iUHKYBC=n2vw$6F(+yxix4G%mjT)2MR z$&qaZf?OR;GM~*!5a-xY_&JU?6~cxtUG5HR*+vp#J269yq8c~I4ubn+$}RQ>;U0IF zC#V;;wn+I|F03*DSL34WmA-CLoqXsja{V=R&!}iRhlWx_ad&Z%y+^Vb)^sKj#UVpW zOS*hev`Qis!Zc1Wr>@ZRDEW)B8Uc&fkRe0p6;N*0I#uPxCeVQVR%8y#&Y-npJxv-n zZi`-b*XKBr-4}`9uOEw)(UE;3)x4p>WVJ9Xok5XR(;?0SbAZAoK#Jb3P95bOdU`lI z8aJ=jXd-bq9Ue2c$p#}vyWl|4GlMkkC6>hi(iqYCbiFY07kw7!G<&n>;m5J56 z^qEQ;k1F}(NiWVBIt@-ICFNvg6?zQ@hLYHF76pbsDAv`~+@j~a3IcNd4$T%Pj}1>~ zB2j2pG`j%x#MXta*R_+EPrc0fSp?w|lsETuXYR!VhuSwZ8;&+D*f)=O?OwWd+P&V% z_R(qMG^GpjLfck>2WDDnX=~%eainV1Y>6bXBt5!?Jjz7que%o>xlEn9Ynjrbjsf{f z#o?MMF9+=$t-0>=nby?{=L(M4aChyc`>eS<&>I^GU(6c7G7NXkye1ble1T!ZnR29 zs0gU$)pzT#LhK0t_^5*92z*SkKqiNY2`U6i%s+f<*(}sV!glUVL~HB3^_B2A)^95r zXO7C{(WB5{$l)&S+gp1?!0M5=NC&bB_P2RTo58zt(X+1G-|;{GDnxOnj**z(fi(rusCJZPZx;9Z*r-9wjt z${)Ekp=m3H8;+-FyHY6XgN8YnhvQ=eXG&%U z4B4u&OyXiEMm&D_@UZx6@q<00oxP;QCAHlhvNj%6IU*_+SlRqyq9j>HyI*a6IZ^pV zZJ*$)ZCjj3&6E`}t6%S4y#}qJ@DZl#-ZAtxTp50XNoNn3ebFPH^Z*)rdZyqwuS}jW zjYC0Rea1!WDy=F?9c`bWdJfB&w?3B5NZR$r%m%U+H?Hf&Ujd-~e6IrMU-J;aM;agI zH3;Z67x?n()hjjtqSosqfg-1zGUevwDbuC_zE@wpYP8i1UY5arlT3sTib*S<#?P+MABt9Zw)GkE>Zr@tUKjIgq5dZ(k*45@RrW=Cd@ekW^wZ zFoQFeK0)nccfmp`uU{GQoD{%He1?E8^aJSaWxC((x1Rx;IQwb%#vCtDb^S_$;{WUO zx{DX9fk{G8*uu}(mzE^B?YV4c;I#JbJR!%X8bU1xBJ5mJ(!AC#e2VZ|z!*?9y@Epw z>j`ibUIlX?%Si`V9CT-O55;>&b>$pd6eZf~Cvf+mddQs@=3Cq(akwHZ(fqj-vR(+y zuGz%TxFpPt7^pzrKp_V;E|^_iJ>*$WVRwAGiMHd7U{U4cq(cksiZEc~&G5ks-p~^n z75+Qu$f)Er-wXt5`vjLyw-d}Bm}tTe%kMxH9Tp6MSy0+d65f-$hsWYNdZY$Yg(={h`ayeCnG@?i4NY1}DVlt@NdNQ5AFcwbV2lyDzy z8tBv@&AIWQq&t-t-p$uW;XyWn=7ao`TrZGRA~_-Zru|y8dGo*WnY#I*~L*D?rN%aci*Qm;y%SemUHjtw;Ke+jKa7Z_(?n_ zHG^8A)PJ9jufBaxojccE%kc(JcmJ^E%G(UHA3uId*#u!XLallQXiepZ>C~6WAq9gA zL$yP_Efyq%T88K;si?eVhhPiGRjBs;6CP4e77TGTg_@!MN-U#~G|`$hQ%H&&fB3M< zV1F$orGtP1;1>~L(D&Aop7CPL4GRjq^B}=fP)j`zZd_MraLe3WCFb?>1+ja{{lcbX z=yr1&c-4AVM|174V(r2qe{0%|j1n3*{o0{~jqNr~=34Pru!VZ;gIRjloi=y;!@6zR zF8I)P@0pyz4r$-9;|3c_Ygi)=TGX=hJK7tD>7JBtj%C^p6z&;fZ%NY1X>xOW&TUN*Lsl2_VTHWdht{LB-qk{aW|?QY>Uu2j|~E za_4W&Ux3ve?+t%6ZdZ3p{s`6oSw;AdQoreGPJK^(&+7WVTQl$L&3|9-KmYjuK+)kp zeDwbC(|?|8Y$s~G#I%c4A~<6eTU_YSmBSd~o2g=UP)~dIO!G5o z;-En9f`v+<`5Q^kodZ2S?C2KQymNJV#OYD7)3;o?a(a|RVxhV-%tw*bUR4>iICjb5 z(yQUWiEfwqXv)_2(be7gY;~jXhJV_ZB2RU}6XoJXdbID7!>$etJd@MmuI@|&86AY=CmgxBQuZHe5ZmdGlGI4$8?Jj03VX@$lH9U{ z8x4le`Jb0fn2nVop#%Uv+C=1BSx0wTIW=x_z3*?G^W&#pgZIJ6!~<$LhI#gMlmes? zDm}PFp9#Gi7Jmgrdi{L^orDUSxeN9zQve-!9dR8p6d1UyEN}cTxRXyFKekx1DRS1o zz3IB+DL^OBY3bai4O=z!`JW=}{rkTBH#NgY{%*3%H%kh?ZbMU`_tk$L3*7gG#xkNE zq*MX_%+7>Hr0_^+5+?|7jSP-k*jQIA(hVD6*Yij&)ntB+9{oEKM=n&D9jKzGw*;gD z@)c4VJp7KKRF&QtY3~yWi5aYW~|QkN6v5Ke($k>TQR5926II2+PnAuYcIwl2n)fH z7ijjOIg{5HcJMpnAnlootx- zPIDFhTTB;sc3rQ!RSuKYX8;yjnTcFgzR7WMuG|sk?kpnI zv4FBkmdx*)JJH_B%uCb18Y+UmY#P+FtTG-vIL4Cu(X#|;miaWNB_66Yrih%!%L^4~TLcW*e)o45PGfgbJJ!HO!< z832QoHFPUy8(iY@{p?!b_z+icIB5mJ*Bel zdS49<$nZjZY+$Yu&z?ORUrIf`prAcdA93uZe=WRLcErE8IKVEmv%LIlh*2W%`}Y$} zfDza*gIsTr8z6grj@asTN16_xh(|cxBI>tNUO_s7!Vcp5C7Sf2t$PeqoJIG4s-V}1?0k;PKYn8fIKin>>O^ygoA-6+Gq@ax;0h#$vBdMTztV4m z1OHPr%Ca>HKq;b^!u09Dy!}XHnsw%;;5Thu*BXr#b(})irr|bGYLx%i-4l^nE_)(Y(yBs7w zQ~60q5npU409bA-LomHonlQbM@L`qsmFq{S@yxNO^69us%_RZN$J2QG!;VrtQqJ*i z7|8kms(VKO$tA zwLCB=zFAJ27A@X>{Q(>ce81L+VltNu52|JbI#FM^_&%u!lt11O)jz&6^X+YJqgnfZ zdM#Ms%E9AxfxQg(bp87ECO?AzSU02%(lHVXwfUmy&>@-d7~$FZ%YWkOS@AqWaV?hkl_Yr=jHH& z2RXP$a>_(B(DZh5GqG3|{M*YRX_exRli}9rn$Y-)UMCoHJkof{Z)M3rYeugyz4`3f z9$HYkjyd_jhNARVgT*C1za}b=kaIuLchcB{gB+SkK8@Zs&-6x)kHpHgpjqn%Xnh$E z1MePizmS12*uafGwXN>@hhjzc{eUyc6;J%E6rBVB7?FT-_UNI z)oTTbGKP=LGAZ8g;z>U3W6a*6_ES5HA38oMq!gaF9|b${<4YJt5C8w+Qi=FLm$46j&CR()U? z2@&zeQ)^A&n6M+}^k%w+j(y$A)OI3r%O9KGT-XT(6rLb_`@Ot6qm!r10Jmjo!Xa_= z3MZ;~xdbXq4`jI4v6zW!4wsjuUe?st@6>+K*d!$1&7O-Kf8$L~@fB#_f_C%NW)$=c z72Lp9F7T5~SKZNX%FE3$)3szKRYQ_xYD!cNMp-E1fIRDzExJc)ZHYGye`34day&JG z9XOx^Eg?N;UxOK1AB-2KT3pNeYnf=uS%bKE!U4k?4g|9Az_Z5V@76heOnZAMp<`X> zfi6q7jBanTW%LV+poQaaK2U3%(eUAb{vqY+K0Bh9cy6qitetcE&c(vF$JAqHY7};y z(LsB+{l&=Oz@mo60nKAu240hFKCYcI!Z7dSu=Cg7oc!8l=A#iSTFy%=_D%COh*+;* zyvQ&dB0nA*XjyqVxyOgcw(;}p`#!d&WP9~8AD?wWL9$9>1QF$;tjo`hqpc`d_1DwO z&fh}+B6{?a?Hj?~Sjn_d!tciNjGf7#L};D>kRU3`q~GUn--JUa)IvoC z5gyH(lTr}I*F>TY&2KUYg80@uh>km9X~;ap)J9{`B&0CkiWWpA6I=nJrZfZEFd|r1 zizrUuii^p-hJ96Msl1l@GQ$~|;3tRVv5MxD=%&F+Hyg+`@*SeP%r?}1L_~693 zfB!xSh8=_Tl9IktD;0e~it{f%F`5LL!YqWiVutzZqD4e-m{_4xNU5v&2m!CFsHLyp zgXRwAr;Ch76a}-@sYYUG51~QoVx4yi>-9Ts1R1*eIh+>Eo_%of6R-h#h6=bFurL#_ zz%sT+OJBd9?dj<-V+J!A5x{`bhU4GF?3o&dH7{Dccz$)2OO(^aLXRZ_B@YWuZB~C# z?s?UJURk${0}g&!uV&!qr@HY%C(Twd=K>Fpit}tGTM*cxYrv+Hf!8~quIjH$OLkc2 zX%DUhxN0UM3lT4)-X>S;X^ww2zUgaac|hOiJWijb(jN*i|I>(VRQV5+i0VVj|MpIF zO!&-s%sF&jf`$rj7&Uq<&q>)e$2P;9v=rTUOaoxo)0hA{B$aB z^0?BjLeZonla&?z5FY>P8T|jl340#bR`)xmZd2$ymU+iD)cW*Q#Cyy1de_}RF1`RkR0e3Z4E%3I7PvV7Dar( z`0l)ROHWOTg^Uc!3gb+T>$ehhWd=;W7|8@gr2f-9Lfo$dZ9S)|ANmlt(WxgCO(3X6m)3(R4kqB0GQjip8=_IqB3fD%27e}VJ^e( z?#@_BZi39Zy2|IC#=%hIGKTqx@C>W+S0ndZV@&I4oOM4y`kB+G>7`CySZIpo$?qWq z46d%K*uKfWMo3duc5Lb~B&1X*-WM0^&$=2g)s4gA79+_->mKJk94)z5NXSDzU3Bj{ zBqJs)VBGUl8R^Z5iDwb9T6GZykw>4K|BSDPpr5@^c6^8nE;*}ZU_r54_v8jA`bW^% z_)GiIFm2kn{iJ^0Wbbel3?M=bnH{;(+S;1Tl6B#TgGSI`wEw*i_zF)#>RLI;x<4hmaJl&7Z#AB=cD3)J1u8mQdYLG7(p);y)b0VqW4d={K_*F04NWa z(Q0N9XHA(H)!~yQi>XsP_UPf@)1e;TcGJ)2gkAn2F((YK9u&N4@-d?Y_Vf`H@+QQ*FBtnCF4ivHf3mj3B}Qs zr`F0T^94apq=9|=j_={Msq2vRCr`9!Hl_{UxppB9iAp!nq>*~PEAwS=9%f=|)A!5WYQ3AW z7?Hn&P$1a=C*tCKBm*gZb0xHMR+qjISXy>}^5sUmNz4@)&i5ZNA`kgm6y?ujmaK`;=vh<2gB(ogD zwbjD+E-lH+3D_KSxUT72=Bq=}DAAf+j{0Ibg+iL^xJ_spS>3}(E^g`2ODU|Tz_+=c zSwmjpD0M$lOp{MdJxKixTq)B)2&hKR<@-rzXg$1!t12Hi1X2~)nC|%=EXS8ZXq54> zgVhn5Hf5ENxwxkkzJ1${G4SeQSoFMkEtJSx6kOtU6?9J99S&N%7Uz8Q*jIr3OhxE2 z*efz6#UC1BQz!xuUJ<5a+YJ7ODp|xh%Grpnd~u5>dedif0NnWTlKnX%K1Z2Ch%@&G zJq(H9$;3pW1&13!_2}1+mR81=mrn9c2#+#_i8-Cd9UHOOV8%mZpnO0;0DSF!2Ei~5 zv2)UuSUF<@C%+l#Hgd)c{+1>ox#vf!9Mh%#VK!$@0c09JHhx$ma1JzAs;{hP#a^;j zc=e(nd9zOOEJ?{SDA0@or&iqqvLtki6zvOUK=*prv>mdMmUG&9m0*}I^e@6qizAFG zATx6n5+I2dgp6s|x%2s1se$2ztp;@9ACI0mS+v?xvA>SaH)`=L9-@KhmZAEybLW%~ z-Hcj}o2L_FW|h5&6Ho6i!sQB?C!w+OahU}~7P_BNW6`03yA$$G(sPaEs%yEq27UV6 zxwA-jsilMVxsQ^7*0CPD4End<;2a??)b+JqyU2%qJ~~9deUhijRDfuW;~$IGaFjGx zVkyqC*pCH_!_R6Top0O|UZZC$J<-_{$rmRvbPSuYGG`V_+483}(_0Z{CYrAFLrG!BT6_g6Lu!w<-gGsRTe3iutFzTJTpwVVl zX7#ys!%*#gJ5*HLDP3g-_oih(vo?MDqOY2UjXUGbCg;V${WF=)eHV9ELySP5w7S(` zg_}6Xu8_S?$d10f`Nj9z_DVN|@LLX!T6nlTT)5Lz*!(F4omGmJQ|{Ae+(8ROM^P~` z=jIZ6eviGHDjj=e^wfI$4lBsg=VAB6)diRf*n%95li|nfbv=j)he8z@7!QFd1T8`6 z{it!ROHOXT1lx_&$Zj|}D&0Wq8a3~*X$VT&bCrWyUHP5NpV{^g$^4TCZFFfrQ8EF; zktMPHGLwWUdJ`F$=7JN@cJ;SVy77OR;VU!0o+Bw|L{{`oMV-^(RVgK^{rZ{uzhYG| z-S~LrDhO|d5<1VvMbd@F0T^0qAWgX*MMo;wr~Fmv+T2c zISDd}trVkNWVwfbFM1F$)FysvZ#A`e+f&ydtRU3lr&0wZfxmO-4po?QRyaRPG02C&c;BVvDw7wBvgMAA(Md^-oTpWMT0bGdXlI{y+fNN$W`Nn=9=w zEu>0JK*4n8h*caq+(7^;#wZehk0l2<(RfZ{GS#Ol(r|8rpPwI;Ba>}&l@AaQ5QSyo zUbbS_2CaP&5h72gX>T7iGWh^=X6YMZOHvgAb{(6RaqpfR>fO2@kNg4F+nA+Sc&`Ib z5kN#kQkL()`5X0J=IHV_+@sjoSU400lpmpNLI_>)F78NjU9HdRP%-q1CSpkQ!s6m% z(nW!i14+Y#2!pK1b>g;2WR=<{_Hcc&r+(5j3pAnVM4@^a!#{E<(4wQ^`K6m4F*5rR zd9gggy}{xMD%C&FE$w7*@#KRCmF3rJph8@H;;UOJOVjsmOWU;G9+go_34K72OI$@y z=`S&2zQ8G90_JJBjgAi;RG+u2A9`D!I$N+4Iq}nRwB5FIr&>_eeTUjZ)@{|LKl0d- zp*`22C+IrGRI3PAlg!DJLb?yXc*Uo&_~?M~O8He9Xb3$*oVnv7kx)>tFVCfRuP^9b zZT$Z|!}<0G5eZl7XK66TS}2dj>-5+B*3yh-@h};*4f!- z>FZkX*x3-hpXFO_zGx99^Z%4v_}`v;SvTy#-#LD>+hedeU$+jsdhejLOv7_S;-$;B zr&7L)K9Uslly$`;>Zbif$hKq+E^O=8!I@wBFjP8^E#Q3^H+~j$svGc~!GnkrLx)$| z`Yb)t8t>On6%{xi&HqRZhu5bR*}(>KOp^jvg@tvFw)&BjQsY5d{^8}}i)`MrOY7Tu zt27#S?Y4$FqLffLL&39TXS6&`BP8KjM%Xw z6Y(>AM8(IvygQAAvOXxNF$fkt_|Km|TPQI>Mlcre82kqnUj;PCv1ucCJO1lCZDyjf zX>W`xND=dshA=7zxoO2-KMM3lJo+C$)Tf;W@{jC?P5(w3V3wIZxwRx_HpM`HM&9Cf z8u@4tNEPbd2bj%RB9MSWo;B8;pLdoS?P_@Stj@ftI&|a=a?CDW%;`SSP@XwM?J^$J zsp#q#+vr`j{gsoR#t{gm`yoI7B%aa0amD4C$QRmlGnnJ*dI50|kS&gs7ArJ{R~7S1 z1lJAvckeFD$(NSfM}P6}(el^hQEeuI!bKC#k`L)kyCQ|_WK25oE`uq$w22`1w>ziZ z>R7kgq;^6a$uOW-h-MT!cu}Xeo;p>*A@8xu#1ZW!29a?4y?P9#Du}ku$&G8$rw{vX zZ^!Z`BANOgzIShE7wwoPLmP$ZHQe0#AO*Lms2f$)9K}pi#B8?OXrw2=h^i)TLxCfI zkP&_>U0c9-xu+D>;aXO%Oa>*(8CMsxxJeD1JUm{mh`4Zql}J`Yo%~qVJK%7HdGEsZ zLUTHQvUvCbX#oL;BWQs90UBUoP$IUc^JlUDZNC|ahGiN2UKi^B>w11X+CJ&ztCsh~ z7-EYzP)7Or7WVe60q?%KvaMQ$tY1&3;)>5VJFR2drdPg^zkeM$z0T!c7n()5+Adu9 z1wd9d?5L&I7P)I_X$jNrM>V*5w)2I?hs{Zu$7C}N=;07~Nm$r9eCA~vZeBukssQZ{ zoPKTq-BE}oAoiHwobMO9EpRo^hnGQrG4*%{eWY0lMbfFrzA*TuW0@KS!a#`}!4*i8 zsQvAYaU-Rka%|Nl>+r{WWMHD=$*m7RVbJM<^r-QaG?D2tN;E2J4sL8A6Z?1f{ggT; zOaJ8F`HcfyyXeigRor(oJNw*_`iGY5T;8N7v8^G}0a0cE_dtT80iRw!f=j^=erJp< zsWc5CvMP@l)LSm`Mk^^9wt6>=iVaVANtsOaltc?TuS1=-i3C9Gxq5qzzMTxOwxn?Cd4n zY?eLL1{lm^nf^l-HJO`8VMqACx>Nb@5+K(`o2!41w>qia3jK|oF{;(<0gRZZdgJdCr{oudYo0cV#-WpPTd^ ze<0K~fbjnE{re>PM=vis#km?0!34&fqsNZrEqfcnufA7R?^YSnyusLYPM)3`bGxF| zgL#|A<>58_!Hs4tVt32dt*NbfF}s7eQ+yN}Dz+WX_PIW~=to}U<@pmVgjpBdwD4KK zyB()M_iSjy!6c$Yd2TBF1)Mo0H~=$!4sP@2t!SbZ z{=`V}OR|o2Y9L)Kk%k+>8Eh3>`rn1WD)Yq>{?B8*|DL%~-Rmz*vSs*x02==neGt&b z{i9+1J>J*Y~SJ-nngmB-L>S>|gG))MzEzEzz)A{fg;OKPfmoKP}D1 zC7hP)XC;{&3+@rIA!Psz9q5I@wWM?B&Q+wL%YA%uj(3!ox3sp# z)cPWR@SuFP-n{_`cpD5EHq4j83_%AWa2FjHi!$%T%4sObDZ?RbqB4S;_#FDeKYTzf zB@pvZC+VHzFtii%B9TJHTg3rODK=2dCpp+&-!6;01oEpmYGpsDZ)^(->l1|8C?-Br zj%5K`!7!Cyzbb0ZGJ2>7WQX8`aHB*3U5=uWK+jSColf8E<5MjyvHTRyNr|N&K1A%@ z>q9<4L4|p{UMTToW?))+je{8I182cVp|f@#5eH&*FWNnawV=-q{U858?FtPLB#(G) z+lIf>xLeXRD3)=f9lHH%$a>cy`eL&oRvaB$ul)g62q5XPcp>I zefNm3541szyJkYs&5*_4*zW6Ye}E3c_Y(gH|EC&?*a*x+eVh24p_5A=c93J~L)0T} zCC#YL%&!+{VN_|)k;jQ?&4_o5ld(#n%ybH3Y)anv^-Qc7`th<#ljhCWTzmB@xiW70 z;bY!M{{^y+ijJl*@(;)w*{T#-pEOA6=Eh=iPy1bpnXn!+bl{ikpKmvSs?qV|Zo6@t zD08@U{=BRbgFdv7G=&%H;t@gFpr*!sj7+PrL31~Zyh|BRh|Cr(s!;nk6ux-WKcR5c zMddzaW8D`g8ggeL7$;7e1WrIjW)NY1uP;Qci_9BKdc_Qxe8}qVWQ|p07$7~GG8?=&MeCsmmqpoO|FFJ6$hy(3?y4QwA!Lk7 z5M8(%w|ZpHY^MBhh3?YuEmoW8Jn6eFHvaPE7m-nwjV#>ULlUy55>}|ahK$ih6-@PO zIYZ@gbIDXG2T^~XVq>GYe93yP)QO`Mmg-4LO1}M^o`fLl*zdZ4>t3n@T#yH(ujpJm zdh{N$Yo;k6!8J4c`DUXADre;LL2|(LH+9PEcPU4A5Pk~SwWK<;Y7)DRSZROwNn;tA zfe5RdmplC)GiA_W*RaGUJWo0TkvEMUGiL3YHO-We0rk0pLR~%RJO-jI_M6)^VYqB| zpvQ*nQa6u(z{od8NSlbR?tm23Ew%ZM+RbbPyk_6_8z_8Wa=XjmCM-OfGcYAiOnFxI z9|2x7mR()k!Ywfu>h$cZ@zV9MaO~A58-Al#*RtmS$cbBt%|LFs*x)5e8R4ozm(hy^ zk&xy2<2;}nP!kvjL#qp;8r|=g$z(yW8<hocb>I_Khc|-W#7K8wB-?? z|5?Q*3TDk-`Y@tMS79P&4e|hRWhbicN_c}N+r@V@rZRq{?|}>67u{x22!?1T$0UuY zqDjq?b zDWerGFD%@E{RtbGicXY=M)=ih*Br^YplPUWnVXsMi^Hwr-e<=@XZPXJF@zZlF}lwc zX6Qy*_uEa)65xwCaHnY&Fd1bA!}bod{TfS&*?{Uk3XGY0yvNTX-sR&!iRQiF+F`36 z_4x;xk!fz(ePgN2=;?3wuRH&5#-{%R(ei&S;rqV`yZ_(1Kl5I_>L$s}gsdRS=JA6TXR~^{ zsQ261Z{Wak`dMJb5UBwBK37%>HH?c(EK-$`g%nays$@S)!yH~{7j}hxx;a17d&}Z4 z^0pQhpVG}VbS+*(q^yLV`Zi+8wXI8_ZBc=!U^6&;cnvXz^NLHXrJSia_{N=)S+V!x z7ibOrk?$$V@NB19qt`Lxqu-uS-&!p0*SKqm2@&%=WvU2sW*8K|dw0|-Zpp`2v}J#% zSk9kjIK-3LVmp7Y8pmtZe7w9;G{*MIVUr+Hl?=W1pfy^tjc8dy_Gk0Y7I&{ zuWAMVOb5eW18+Cl0UmxaADj+#nL;q5pmpo^ZO@k%MZ+g;+!a&wR$AyDUAWOehD3V(8fDD)?iea^8J+$;|Ty_Ad{?|31(*P zj5l>3ZdZMZMkibewlr7c$@y6rjzpPXXVO6wnq3HSniv zEsTRjTlJ0|I`M_(%e2a_%g(>bvJR3%R8b0q&9Kwlvr!MFE^A->IBCj43IXR&e_nmm za_974j)STcuYP+j!}p$5ouz%Zv{Olt?BK_Jp;91>p~`q`cp-eUBJ8)EGQ@*}?UX5M zwLVQ^xJ>IlKUiO4xEnbDLb1dpkDiP9qYS|P@CBAl7HZl9m2!q%c~GY_=9{j{z>)7a z@HUmz0*Ca{Pk%Nr+@&DW?Y8`#e9z7qp6*VK^#V$hTnh%VBHHkoq)cKJ2&`ZxEMF?r68)gB5LCZre@n_OLG{u&f*EKBtP3$@irq!4T5PzFlL zr{+osrbSrW}-#Yckm{v!ZbY0c5 zHfDCUu1tofwpNW^h<%JhT1$Tyf|D}FW}oZY0;5PNx#R+ zs)KUI2Q7xNQ;g^(lDhyQ(TE;DIb*^;D zf&~y)%koz>#r0=46?LvjsJUqgU<`B>ReGGGB2T#HcFL$K!}@v>H4gw@?7USvD)9~e zzOz>e0TWUl-v0J{&cZz_SEa2FXcS?Lvyj}Ov=J61bs?Az0&6Ajw;5*00M2l0Nixq(b`q?d|S9 z5AtW!^k_%3up#AcdTMWznF2Wm0ki3>D$UbGPzIBw$Vjld~y) zF%a~4Mkz^dt5@%=JDo`rw{$X44G)Dia=@rtJ#LQMuH$Br_*Qn#C;jFbo{KbV6haBJ z^}DG*yL#M4Nty4{nJE0_uF+cgT6d*54>3RN?(_Z>H?M^fjdL*H7eL)jn>LNxN&*`} zr(bH*9`kp$dAwG*u_xFs$H9Z+kcd)N7v<#uJx@l866X8MuX$%RoFj5p$=ezMk@o&OYVxli0S=QM4<;(IxU z8F3k}mtJ;Rx_f+rfT6e^9_0eu)d#=vwJRwCrury~J zyFhg}5qO`7z_!z-wZc0<_LP5JZFnKY(($533Bewd>?Eu>Iq?iXU2Rl7cVGI_@uDl& z9IcR?@qw88mZL}CWVLJ9pMMNrz=UC8RG1uI@v`^_=Qpw3Oje63VD)C*=#9@}#WMOp zxsAdd1<8t5oyXW+SI~{kUC?+?)yIvcNvAm2)|V#jsb576ni_0G@j~W^U`fn%Cn=E? z6KUz@*`MNZ*%nQWE&$Rqq3E2r%uN9=E>L| ztgct|Akkf0Ju&_r9ka=F!jR}9j4@LqH7EC_`g}!*vtrX~o~p$x)>8B#3d*osm4lXj zdos3cdiecumrneNfimpM2K6!UfQW(ZtWK5=Gzb-OiJ1ZvC_#G*7B9Arv*rsEJ{-&Rb4|#X*O4F zEGz6YFL^c+LS5k$lf(7_sw8~NB}~OxW4$q{TB~QzS!i1;JT}d9>~y9XD>3#v26D+? z(}o%c)5|sPd+(g=A!F@k&V0oIrFMlW&eUQj_uH9%Z;sLpQM83I39nH6{Zz`Xe|z4T zwUYX6dXLEwM9f?D-9t?yL#VT8XlkB}iV_Z@XjX}Pzyn`2)MY<6?pZwf?CRCmMMQCS zp87SONXM{V#yK$$njzF;^1|m^ir$6=_8n=V>Mjl?M#3D8HDlZX6r(kh-*d@ykvSd9 zGW|%4l9=>Cb9!BwL)}sT*h>vEE`?1z-+GhL6`(IwmzGqRDGXI)mF`oCr%l+vz^?jo zx>FNx3P~w9Fj9pM$UdI;dnY>dh{@~4Y@F6HdDUU>*ok_7OHpqBR^R+j?6wJigBlnC zAW8}_+=s05c>~cm$&EJ|X)X0U7wN}@Ya{^C=U?yjOxB92<$wET2_5|OOTvQ2BOn0j z(Bx0xcQXxqe0}rop>qS_AC{w-Cp5+$FZaVboNXrks8otwi00cgSAvWr>L?_1ZP#ux zBYK0DA;E&t%{}DLr^as*pW5!A!;Mpvg4Vjfvsr%mTe?|%t{P=yy-`SZ0@jB?4iQG> z-Z<1%+aQwm%K{u>CEGIy6-YPzzwDn^Fg!X^S0rw;lo{1&;E}7N6l5B`O?i_6F0xZL zjHs>7NujSJPIKtcpNzUh4c+@^MHwe9CJfJTYJzeU0!HfRmM@nvPCNR88Pjpz9e>Q2 zkTu3yc;y-7q4Qk9Kat$ijHn-{h(5QPjt7nq#Vk5R9zPR;6;z%ZmxDBajD zyl$m39Z@FiPWd&u-v#foUHJK%A2~Md19+A^!hnzOAv8J6Ik!h@aAXwY;y_o= zLO5-i*i_P^uIe_b6NV>0mU+pITPXUw0!qUMFE|A2M%TuK2@gmzF!FS^Pyz-Jo@C|Q zwoN}~qY=lM(OgNi0f2q6wZ}X4$;p2goQ#fjjS}g9I4KhzJFOZkX&6{k~5chDWoKc{pq0?zru2n zk0l~Jewyy)8d9|bgXZ2ttqMSUO|V!A-lc47*{3}alU&t3Yd@x&@3~(PIt(FJSN{;7 z^eUY92qUZsd%n;VDYUTAtsGV0374$DxDP*+^U*Ixl`PGEJfh#|Nr#`j$ACum_51h3 zyx&>-T>$9S)z*~FS4ZPNV88@fd3dQcUr zq-R%a<5*MLD$-9!a6GKKT|b;Azs2%q;O7p=EpHVBM*rn!YQ*8gvZ$mmFLd zb$fT8+D9PkK7zLAkaUf1P32}xZqqrCV;fe`;yZ5VR~&!isMZ^0Kb^zmzscGdL*Q(T zOD*?SY0#i_BAV=iig#07ci!OU^#IX^S3p`j_*G=(CY|m4*hMEk^EFGai^Bz$!On|p z+c_a(@M4$({Cn|!A9Gnt6r}CisdV`3+3C?Mnejis&a)7Z&nZFZC!#F6l4M&3XIyFzLB zwT?WTW}-x>Ig-?4d-^5P zC4d2Usn%di*sg2W_k7#(@|izlQU91eI!s55Z^72FGnc(yBZ_;y#7h_`vl@u0I7{Yy z+=HFgtbp4$8cJrJp1Gnlnx7kg0x9z13{wxGy#uE)jCEnrgD$0?`?m#M3*8rMBW>?Q zg-`IcGZ^rQKRrYJbUioF5595zdNxbkSK)WT&AtNSAZCR~iQJROfSeuAV1zoQ}`A2;m`k~uolmM%p*{;Te%f1L(9 zenm&RmyF=&ePV{Q6ZrFUrZq_a^xqH<zpuAC#Yyt+lSo zR5_NF9qs30^|>=oNsUAqu62@>wn6oT>dn2!`esU&gwAkqb9jF69c^ZH`(2j%GpvKB z?5<0-=C3JdN?Z@V-Q;T%%j!=QCv3M}{rgiZ`?tS8ypetP_ib1FJlC%Ns+5It2UPjhd7KwA}>QU;6_a8j)m>-Dm=+M{JZf;_Ern9{G zQ%b60eP{=B4b|3n8#|dVd}istR$Ead>UC4tTTg@HT*~=;hfQqDf9^`n&doJ8HI1}p z#AnH_lOT&yP*S{;mU&0{PTa`Eq~y~lDmJn-@%n5dl{3g+aUk&7GeM7KR}YUB_oaE| z7sr?4U${TzG|g&jHuP}&RTGK3i8ylc!z1QngTmKGy9&=pEeVQ>zBMd%cblKwL`|)m zV}1VGwe-kaf}6T$$9l`l%YEq!>;|63$D5=Y6mIFfx51dZerO77MMX=?Droxn?%k4a z?{Aw_hD`kkG9Be9QRx~#^*DOny?NdYI*-rO~oZ_X*I?ap6AGBGzR-3&a6IoH^FHXh9zBVXy zUYs54>gvK`vEa)m2kP0`*?nonFMjE_IHkx;->+faS1M#8D`c=(#HjK7S`oifaS)&3 za`(!Tp{*7J#d{u3idT&zo%vJFOQY^H$82nD4jzmzUi`tgXV0E{_wGsG-I|iKoNN12 z>$QHO24|zWy@P{;tLvg|wd72tNVn**W7XluwBzfYZrphG>{(1)T+!GU#(;o;@87@Q zF`5`3@2?6E4GfG^Jv2Wx6tBUF2NUx2=^LBwBIaWbH*VaZVhiNa+qGkde^}V!^1>)% zgpjJPZk}mvR8mqBy`k&1iswgt3&P*Ld4vBm_UYaZvJWnGVQ!9Y=gv5C9{3fD-F+JDMn^{{In{7hH>IhmDI4GX=+Pr5C#RLUYLA}Y-gu?p zo}nR&<$jAb4<0=*cE2B-8_keEx({S^Eruyb z*E_qoBsUHsdK3?&7EXugrbI|MT{kj{9ee!6k2O^*xwofh%YoE_@%#9|iHT$Gi#M#S zQZ&x#>n~0<8?MX`rTTKWWNtSLpB(9Q8K{dD4_Dz_?0LY~V4f8kswX2Ob2*vi8-=BT z`~>Ygw}t7?B_)h^lA4D+=6(bnz5FGiaS*@U)0~-*s*_=y*f@y1Sx_L6*f-dieDmf_ z249&Jt(B=%kHXP+F(ZNum3lUXMlC*g!ZYLJ>dB2RGb2K;nYL|<)Jn#dVP<6H3eeEj zCNiaYRvsP&67`*sy5+#<&s)MYYaiz^mM#iccG&7(S*(^x&kZ(K^nQr?N;75D|47$yOhz~%_$OCk?S}JjuYOO_%V97)Pq76x@?2y~ z%Q-xhkrC_J`79*MEZxpx5073x+wB9#K0Vwc@NhFyOJ`?iqxn?n6Lv06&MiMQH8qPD zI!7DK?d|L`HMX-73yjcJSATkKb91U;P|+l-lzWHjY^ukSVv5$n{Ct03pX8Esm-wUPfaazR0qvj0>gM;S17df{nk)qAt8a!c15DuaZp7mOjM0COvI*Zpgx|K_4wk4&3rMjv76YC9tVbpJ7?R)TxZir z`;HvBI{W8)V2V$_)AHO;WraJmtPxn2&huLYz1F6k7M!4Xm6Rlo%kfyAcya62nt|;B zU%x7_eL~d;Z3@avI;awsP;2_o;?W*~xHB(~4-5?SKm1w~?(6G&t&DYLw#4uF{4eZX z5$letwzfOSOcFQJva=l~f7LF{PYLL_BE7gw{}ywZeihuQlgX)@RvFl4%gx~7PkUfu z0UMg^b9*E09WO6C+*H@moNxUC7i&?~ZGS8) zy9*s(8ZdeCM2T&@ps(N2^Z5ahtY%_S^n_FR%#^25Z%29pH!#^V4qz`ezdk?Ok?S83 z!MkLwq@uEmjJ(~O)odV;$gN!R+~5DQiecdE`@1YNPERu_mUQa`cC?#hCSiV8~gN&Dt|WiA^BKU22s3vs3B|M^pD zWpP40+#VH&;c^+_aX1H`wa~lJL`S?fo_G~Nrk86M=mLux-h1OLNE78%>5fv3BY}s-Z zU;;aXMdF4kRb;Jcm+OSG^sCl=p{WM{<5H+~-&tED3P|5%jJiqo>FMclE)GRu8tE!r z2+%e#OB{*eW1X9uvp3AM9|}yE7{0PFJ&b&+%^8rDm8BTOE9vn2d35yU-t%&FgU6+} znr4Vn=+zdvE!c^7{;G|ZTKps3JI-O4w)aWXm6In=b_NadSe`1JiuE;ZVX8Y*e?T#? zU}?HNaBJhcMa?IG8{y$r`s!+GwH3ml#XlupDz`2c%})>Ko7KkwNEo`$9pL31`SblF zJ+Jxq8!TFrc~*HKPreO(-H%tBHf`b& zGX8e5m%{RNozWk5nTJOXpHWh>RLQ6ddDhQ+^kVJO;VI$ktC(YiDtg$c*4*ZoS!#dk z{kL!5GOna_El_cr*DvPOERKm7?wEg*k--RX7j^mp9@8%Fb9=p7vaLcVpZoq%8!kY2s&BOBO=x81q(W1Hj(2x*@ z-lwU>%eqvxsfJP?3pSjMQ&Ky$Gd(@MwzhW0s-~;UfJ)84z*>EIua@_mRR|tn#h6G; zu$z3DoVE4q$>LpBMZ)D_%vlCV^%K?F6d?~i*LqIX3{4@&Z6kZ#xzn^Tv%}GG=H0s! zW9?^IbUy*0$@sDGc-=ttPd%T{L1%1YQao9w2xv%2N!eTC7ew9sO2>Af?tqQWD9Ri) z8*;o>ssa9DVK_(G{mAoQ-NhcJrU?eAE8qe*#{1-@b5-IO0PkKK7I&$St~cGrC-2<1BlYGp3hSTt{00ge!R1O!v-yFZ9ap7mOlcs$kf}mZOhIM>>PIm ztRynvofjS@kC+#JXH&`XW-gbx~*4!N2cyDIMMt^TB+R% zF}eGz!^AGv)!sfw*Pmmy95HdEq?W%+HTro}U>_)!;mP_N;}uIY3dIa%jw^E_a|FzM|O=RaGOS9xM5`Z{NSUr?Dx9}%-@~)&3)JGzJM#)BIx}Oo;g0#VG9gxZEXzatgNi8p`p<^Fm_Yx z6Sh*sjh=f?*k!+b{#+R$3H*_d`f~X2;l{>B#F$&JuSiJ!cnPbA#N{s!y}Z1>f4mF8 zqNSx37ZWo%-0nF2yR|*XMx;30$Hxaqez?217~g_#3XEtKGpSE{CkrtspE~6g88R1|TFGxKn}UestT<*! zX}a~%K8hyk5CgkUKHFGWSZErZ1{32E%P;E(wla%1s4q?bs_g}Z!TwmgVM~p97AhIR z6OpA*k~n<(P-GzoBw;5`yjb}?I%-q!8}-g*YLJeVbp^pDQs;g9_D7L!SAr#4fiGd% zK=59_dc}0~(xn-tZ*TpV)}DyF{8zGCc8Vm$%VFmnnc6mKiV%y^UDX`iMhlc< zIrbqTPw>09QdNcTq?bS5{w4lFrB(u^^duzN)FILDwPFim7vv!w=W3 z{(WnDwr6xffoo-mka&1ieZ4Jm6p9qJH<^mKE|e6Hm4$AF1CBpd-+saB70)+0B_)D` z`}$Vir{h9Sx^&3#`gI170R)q-jp^zezn#Pfv-9ztq52Nu6=vNq1o`BJ>-fFN(VQ;l za#bWF77+HO=(Mz}$oeRaz&R=k3Y?srAyOXha&kTfsZyu~_jVjaiW}|B|Jm2KlSDdV z(Zo$lOWVu4h38p7z;Ig@myl3aR1`V7RwqyJOw;^mY~6zrOUi~_iiSp-`~DnNNDPz>B`Y{a+(Vh zv-KjOie#jxA06o-m=Cb}#}6MMD_Ih(9Cvd@#f2hsrwHra z^!j`#$f0j#d3ka|!Y|}(d3pKc$B&~Hd7PjL(W!JjaNvMV!I%ut5Ex*7KC13V!2G(p zy4U)-{N@dZ`1tq~8CUnyIT4G^qIb6JxpevRSx7gobK{V(0DAIccc3^8Or!e?Dx+PS`<)BnP-P-I9LU-QB&8M_`7z><$eh)H|Su zx>&`|jt(ypG%JgySGf+uZD0nd1{dD$?whEVIwL2iny7(FHwf?+GmcvW2-tJoe`D>- z;Km9^AT5Z}tgJ5_yPQgD$oLRT%UAyXXLm6C_qz@Y4>xokh=qU`8ymaygU>^aGXP2; zzyPiW0r-X1N60@ve<9SS=$-`&M4i*pmFPoLIJf&Q~R+v_(yJzXs^Q32IxOVGjR zts&QzoHpFii`T)9Wu zcktj(fM}3mTYdd7mH75IMv6v8KLn~JF1w%QID35&`XJe7adFX4YPlt*A7Z!{Y5n^3 z96z8j@gG)$a2=5J_ASKfg(AulUq+D_M~%@Igh=cIW-k&HVloxB*4++lHSX<9OiXli z0neY$E>2VvO!%EAC1Rkft816{St6}?%HFl#z_bCdAGH4`Hjuq|XNZsmuVGOE)TGCc zNfV=*N8MF@W_doBR#ZH5Z*107Q@f~Mhd9h@6n7la$4g7gp_@|9p27T+>Pad!U0qJE zt9Ev-r9`an15$qSlIcSTgbhO3*~l(U=v-D^>0ifc}U5-5p- z&tm*$%ZRCZ3jQpQ(kKa&iD{6ze}Tmq4^JQ=RJ4I{(o`@6sCsa4aB^}IDX^ub zrJiH&(2naiQ#UpW3!TdqGkPryS5RJ=G(R_R+O>; zs?z=n1_d|N=I`pJ2=7$zvrc*SN-$%ogvCWEQdJ)X^XCf>VcRF@Z3Ih{_M#_5rt+1! zEI}zN&Avz2@;Rvo$*OLWbpxt3DEbbv+>Tq+Y%;zKv8sojBI&5BGweC@K*ZEo$eWDf z$~kz74dHIQK?b>XC%L1@tv&4P-<@(F(TGgCc^5YbdpmIRmUOb2*#MI8@rB<4Y+l91 z9%vA3nTkz|9*I7~(DVKKQM0=JY@g69L0iSdHRrUo^$4UjkZI*zWz`^v6V)_jpXVli z0)%jRQPI!{y>6Bh7t}qFd-Zax zeIGq)G8IGy!=oVkK)&!V<7eDc_F{Q59+luA7nenC)M-c^3b9Z%p+DuleS7NEsomY} zZ?1m-0I>v^4*cF>q@xwmTS7v@%a<>+vxWKj-yl@gvv%3kRG6cjqm@!sR;H6_`XnR6 z77KUsCyaU??uemawMmunvi0_|2e*Ea`>&UZDMv1CR zAz%&{AKwdpqx)s20zk{LuSX!(BWXfdH!v_juhZYZ9_6vW>f@(c)V;r6fbfNd?v<{l z>6H>0_08C6yN@|o8W?mz%2rfRfUXe%O~>SgTho;~Um2O6Z{J8ecQ!!s4p#}nR)(~S z`#%U=h%U=$TUPQlb^sq#ID1=LWQ=@tP0)$};l#xXS+!-NNx6Fi&>0dHQULVk&!0a# zj&=oT>B`BKLPK(g+KpbRrzZvE&BQpgW`MiU0=j?yzBTk)koH5o@@tj;db2hF`Q%1lf-+pjqFgZoiYoWJev&0qUg&5Prejg4#;;t(6v{x1U z$rfU&kKWv=dl>Fj3Vw|b)#FLnOEvS^d`wzU*( zuN^IRrbw=P=}ptxW2WZTPFwmuFU|&H5d|>x?TI!c~3_ z42XFwFCx;t$!uP@BINX*;*}+v*ry8?tKa2GvJ(4WqN*>g%dCSZ2PI$pwXIKzI?gkv()mKAJK(_&KQ2ISv8@4V0xsJ5jZp`D86|}lQZDK z1H}_3P88l=WjGQ&SbVl6AD%;pY6k4W#qG^wjH@Fgp}CV78TGWZ2wg2e;Xr_kv$Mj= zEb8x$?b`vHy3qhdQx2`JnAI2RApl)o`e|4=fJkDPV&FevXTJ;u0GJH>?RC2gSdA1E z>b5prdio%=Pr!$;%}@XeXL}x~ug5RJ!41)*hB>7^{)~vuBE;F9WMZd15xD`tA==>aanM-*h-jn-rX!KD?=*`fF)(Y))`6(w2c91#cbuJrKK&X zs?Y|2Q%WB0xvcI1{nMXA+4;LSJxbp}FCRZYLv&TrFPDH~40bV0z(1rCB6wIrLO)OC z;>z;U3T#re%;J-i^=I;PbLH)C-M-DI{}$b}YyL#E9ROqi5=V2<@`|QqOBx$iC%Tp! zGLg9eAD<1RAA~P9VJFz~meHaAm=3@APw22^XYz&BxHHYCyo)}dB41%9dO4`ZgqsHd zDY_PNd2@9&AEJAfGJQr<4@ zz=0ot(qtdV)AcnM0Cl_E7lwljoDV}jhg$~?S29(KmJ9kTY@gm3m2cRx`+_Ni_^m{1 z__hVW*{-sxs$JxD8#glkWCwRe>n0~59Ge)FB+mCF726#lH#G{=+vq=r6uf%z;zh6{ zRTp%u@gL>NBR;l#6kPRTwyDs`(k_PWqO{HG^pvJL>NI`@Q3i441?+nX336~oWVNB~ zU)$BS9BdL1eDt!6wEv|B&GYBozJKt>`T<8KC2_(Fqp5ko>#f7EZs%9Du#P&NDz85y zRS2+z2w7ZoH8C;q|H|=zmPzyoR_EZs5>+tF9XoeUb~<)5!)`&k`Yb3&R#x`GLg$Np zoipD@N4wEF@4XIbjOc!R`NA;n118Ppm71D*?du;BgJ4F;>6idl@Js|)K_r)B1+p)% zl_`ZMDGFa%Rt~@$qH{L2StOpFB8|UN4CE+#pxfevUVRhoZlp$ZW2o4m(WvNXdNd-JEN1c>f4*|1PL6hW*Vd|0?;R|3kXAo;u0=I+ z?6w*Y9TO9`d#EE)Gb3^r{0^zd*7|Hpl(oIH-$)Wc>9VR9yxTv&jYdB^zSeZ#zJ1_U z=}_jR7QfSCe-}fZlVx?=-??qIBjR~Lgz3reu#Osz+Xw`%BcF zh)YSqBGm~eg{H{0Cm4W5;DHO6Q~_3miQ6ZUdeGMQbzH4wH`XB#qfxaZ2iVXdJ+$=k z#`5NYC$FI~aRkI}eAZFu()<>Fmg&2!?xqPt1Wi|pb@=n`B%7B^^wD6?kNc2a>ZZ)# z#R_0KcD;MyEG!h6Ww2k)gT?rk!*>hze9-GL$2vOlLpa?cRnd=%kBO0}*iiWjUPS%# z=TC}j3LZtK^6*$;k#ycY zsCcmiecMZQj}Wb-9+bkm47FGplws8wewy2;6V*~H9ghRTprwN-lYJm88W$x(nA^;T zd;*_DvQ~0zx=>X~3Azj?sM6h+oXy--**<}8p{=H^r`H~T<^^)0f;Z?b@?P`M6kK$H zECKrt^YBR8{d)X8k#|)b`D9aDhQFX$ii?kjzouy9>~+|aU~7>#bD))nCjx4N7YWa% za8zM+9{|UV?2lH69fz=hxJFHl4-XFq89aU3`(n?Q|2cg}pWV=~8+gK~JP^Fx{&&k5 z1PjC)7GxX^Yh9aWm{r>I>@8qck%>Oc$@#Uil8(G?{dyh2LZiZt&Q3R1*BCBl4wW#| zesz!e`WIbJKf{sHPCwX{o1f1W0BfS2p59PT&-QKGF1p%O!AJSv{(YniXhN;9&X}0| z#2O-NK@39mMv^%G5>Hkbx#HKaU%(XjAhBb|prP*CxpQ`bc!hS{cp4G042w3`PUd9WpX9(Ati1k_pY5U&Ys2$-^6%&Pa@%!XxYL?M>Csy^iohK|yZ;Eg@%T=SK`e zoQDpT_C?kJfjIvN&<56i79P%1IdJ4kDT&QXJyE~Nbq*j8(uRL%=+LiUqBs70!^4MD zS7_(eEsVky&CQMgN!qCfDG3RG#>bt<%MQjKCWrEgii#dMfR?C?bKrfkJcr@=?{`_3 zA-5krdK3?|VQ2~sbU(@I7AU>w*_!HS;F*rXf-vowv(P4?UxuN8hK5>Tb)iFD`s4%j5d4s| ziYeHH1H? z*ESOV(DYWKv4q>J#(&NDGL4)I4V;xM70=VIwrwcZQI<$MK=2O>V**?pP~%v=f|sW= zJHk>@;AIqwCozQgqBIwo3a9i3JHd@D;!^c>*OW^wtQ-o&!1 z4pL}&d-fK)qP zOn1Hh_V=g%-C>Q^>}d+mY_6~E`B|7t;W0Cpk+GotzTB0fmN`wLSPWv*lVH^~%w|3J zz1z?TPyE$wx`49_t%bPjGtbY8b_k7_h;|8QZD zw>_+B^?^JlUCj&u6^AR+b)r(l-mtCE#ZiuUmBNFy@@L});%%P4Td@8Y%t25#ww7=k;FiWfxtr={QUg7 zVXWJ^>)*F>?}-1;JFuyN3`)I4aH)VHA^#I?-=GH@FcA_YK(xooJA1mSYYT)z#HUT1#+4FzKMsqP8+a8K4Uc3M%>XMfiAZ zLhNlb!YKf|D#*5nbRe--U;#v5TUOR@kHDA3xUc2qQ_h8RQ6Mb|Zf(_}Vq2O)GZ4+kw{vRO zc5JXU#14elR8CP5>Kr5#_%YR0t_`;dDTc1@QVD7*QQcO5MAJ}eF}QS!Zk9PlSL&9S zXQuEQYBtQ1NG;D^_74I^JLq-j(4ixTN8#9#zXu+lr~!bEeujGHw*RnK>3hbd*6Y0> z@8QE{7$lqGHB#HM-|Oo2>q&`;>84Ls24Ams4;zqg&^@%U7;)SH-%7vTItr~gvG`N? zc^A{B3sbmA9dsp-ewI*E4<0<2dJb;G`*d)sy&Y9ozxo*3PH?b}jdz}i6agfyv(W6J zr>AGM-fZXK@aW+~LT*E|>hdMx!(nC6*6 ztV;am&6_g>Q;yhvX}Z&};!bfQdjk!_B+2>O)vKl|vMwPJifd2kO53gq5Z%-~Y+5NgvgJsuxbq;RUVt5;nou$Ae z#^!<3$vzDY8WZ`CIY>fUM4wlmdobVSGiZ8Ai3!3Dfd(0fjto;!=K78GK8OoywhddE zOx3&8hgUPhtL?aqdnh*K-*Dq85)5M-c0}^uz10K~cq>3F!4cJb>BpX=; zDZeDrn50wTT#TbVG6T7fq{V$s4TZ>kE1(oXKznO{$FYl_O?pb*Vh-XEW3D< zF|nh`scB|r2F9qY>?>Gp%KkCi?uakdmMt*QD=R4An}f0OpyJ|b8k{{lF<#C`4EFTr ztS;A$7?fo((D$eOk5G#MatSjjTqV{*(DYC@z+yqpV6`_Wc0Zq};V{%>_2=7rD1A)g zb_w!JNUL-6^MrdJ_60Nq(Z)m2U%_O^0+*;+M12*913>D_;CJ;a;q|I{q9rJf7LiS{XL-zdQ2%;!MEm8q8h&W3rS{bH?&?1aux zyx(d|Gp)-1FAgJi+utkt|JzKpv@qbPG?@&?yY$dCba*gl2GJ{!*R)nOv}08gq}V`M zT<3IvJ5h`nol#<^Fo$;IdG9KPqgcnJ44i}W3l?!9_RPb{pb zJ^MG)C;)L7K#H+s zWtA||ClL`4ha{m*0rp}r5ks`QwKvn!@^Nzmpk2mf15eZb)tIe5mOR(%cK@drz=S^L5YM6ew{Eqlu8Y2O(l`B*$gbZ9x&qJbbGCSRK<4r& zkHck~+TF*d6V9oAVmL+><+EPxF~>7}b(@CXEEr|o>dGFmTw%%s1~zl@@}Dp*Gq zI!D1~AuGPf$Vm90Q0AQ$rmZwIo}rk9ho1+aBiwV-m;a(~xvPDNF!W$(0V7IEXU?RO zy{VxBh*7oYv$4Lh`IC%Bn{z2g&Q{h(|H{OMCgZUsS*V&rd+H}C7L96+N z1)H|a!|<2FK?_GDE&yMJZy$ycuQ3@@x}P7=V-{H63jUKqr-^=mM+ij0qSr3n-asQr zE`%`wJuWzQczAf=o5UbP{n9C?ZRWZ}zYlFZd?3&VpsR*P1Dtx8!o2}rgqaQjvuEJ%!FW}go6d}>Ff`FxJeNcbzHc2>^4HQ(NAXM z=H`yR;;Z$wZ&96Mc1xlAl6Xn8u8vM@e!hb)))M+w`8C;!LW=vl&-WYT>RVe`g+F*t zahh=x3K!8WTf4C?kifJaE6a65fK=3MknI{*W<~h<&ASS62VWpSG4)ALRtgu-!njD% zI7ajwf7P&AEdaV`7*f_kr^9MMF2!mmzS)5C3QYg-=FRs&)2L{CbYFj5N28#oMioOi zknfXjJ<~`~y@(-bb@E9L|KO02xM6WVva)vDPMKJR00~J+^lRo7;9K&uMJS$Jl_8kr&&pV?Mso0??g} za0X$1FUsI`Rdcg8;qi@$;4eLe{UxLT9EkqRN`EDzW*HDkfI=*^LeBiix=gdPxLjlg zvu8PG^&I80Qses?9ztG5g+7Mx7Z(>ld{{nFL&51jjLcSftGLnC3>TmZ8uCVhqX`DM z@^WIp0L7B9m_=^`SjU_Q8%$ zIhRh39!IEnlSaFXn-AsWIDxeZNj|~iOn_1glZxX1l?lf-s?mMwMzKDqQKwndjeI}~I)c;GS3e$nyA0RfG8hIr_<7$U`0L9x`N zQp485@eGL(>i7Ko=*ci`o31DAsLo-lBddglhLWQ2$vqzG+jCEU)q*W( z3;J*Lp_LC*>+`ODC%d{9fL3Cdsi8b0-(eNg{W*QH?5ukYWLP`9-%Tm)xani|gZsTi z-R3hV10jWzdd7N7a$CZm?cYj8Rr*=@beC61U}m`;hUNvo+AjS~4)?cjXPQ%rmownf&zxjy`Mq+5|QBU?m4|5J<=UTA}-F$jXXsQ7cF?gWljMK!;`dDywD7 zn|aeCiA)ITXfG-1Y0E(jAm)C&64YbwYp6$(y^$ih0=`0^g(2>&roi#z%TQX{m_(oA zO3z~(d6N_axnZXcnUA0cxdK(2L3y;Tu{6L%`}_NoKD4(lEH5o2O`|`;8J@dZOHbsr z+-ARv(pUwRdPEO;?z8MtGQ;oI<~eag))U!Zq(62Gh<`HA~q2?KElp<8cTqi@+P4sSC*Mng{le( zTDH`bl?{ORgAHY2npG|86K)^hR!q(QHk~S@#~q% zP0w9!R?B9)JN$Z`usnHqr!AkV;Lb|TGm5>2jVXF)vFcH&p`_n>bfEe1x7C07RzBXSZAg@qm(it05>cy_oPt_% z`zjpr41;eqD6{k9>dZFQmS`B^cnIh>a7rRsf_bkbH5X$CDsc=UolRDwQ}VR|k!YF; z$ik0yJ38D?4=6J1-VOZ(Q-s2d!j{l!D)^tH^Xo9!P=*67AS{3;n+?H&k1Cjn6F?vo zLa*Dpbt|T4skUyd(kXAHKDV&&2jPm$S%_YTW|9WBj#q;*x=q;J3_Es2Z;KDCGliFD=_zDJ0x;pA3@AK+mgsAA^XF-m zAAKzQj}3JFJsuT0q0I?u(S!ty^}6@q!7(^HkW>IGH_);WFw-nn8h8mX2?c~Zg&$^_ z6IjhUtE+HVV`X=c(U@9kw3QgRg*XQR!WPnz@4b7i z7)-%N&9te+SP$^V>M1RF-@wqys9`EV{V0kzaGYVmjicB%$X9WNi?|J37tvlD`~a?Q z-hhUi7774nCnBleVn_z+5avGQR8*GH)&s1MFIr@q2(;fK%HH4Kzr4JRQ)x8$Fg$b( zKmt{+4bmLCey@Opv9a26g6|=2SrHwl9gq8`fy(>z1FugX01^%Z)< z$O)VCNJFAOsRwDgP2_nl%Ft#uxaZJB=hbwO?)mlW?TxWZY^U(yGGZYe%xhau{~gtQ zycrtUbB6~TFJJD({cd8b>&z8k2ONLAyn6&8E7LB6gg~a+hI4{Os)B${{Ff7|P9an= zNL(MNxM?ffClIPkOPv`{+c@|i$i&et@%cZ@9SU!Zedz8sq^gDE8G=nF9U9dp*4DiI zZw2;gmz>!8j}+Lq1{}<;9LsdrOU|WBmIFN!wqZ#;UT&QYxVS@_?jSvFyI>s1_#J!l z_J)B#IJVl+2wxT1c=Vbizf}Oz!}HRVtbIm2_;h1jX1589&lm!9XjdA7d#dgMF+rgB z9)F~e2uBm#II$^@A6(wMvE}wEE_u9}U-u|mP`Nj$)tQ$a-m-8B2B)dDh2z8ZJE8KE@k!#MwwH;kAlu0(|# z7#(F@J)enNNC+{*y|yVL>50$};vEHV_W`FE!`hqWfEL76a#I zR_bJE$v&`F{W!k`(^~_9-MO~1k*ZW|F)2s0p7eSO6w@L|kmCJGQAi{MO$G2zYz?VI z58=V&hvsIHPHJlJ9>gh`3fwZYI)10MHFR&Y7v+SQhG_`DOD#Dz zhA0+o%?(a5p4jN}7g~(#AvY=n@iMcp6rsXx+_(`E{lFD1 z0f7vh^0bK!AvcAgwMxul;GyBMD}x;(mi5ywon|`)cK`zW5v$b5(9i;$Y&3iL_nRDT zNY=K&Wq|||d0jVakjU%I;+bgmK>>GjTf&f)@z6=X)!TrThe#aozSwl;H9}$ryw*<9 z6+)s$F-OgWVGIZ7Db8Gb%57sKgPD~)6i&3GFvF9s5-tvbl{f$jo4Ihc-Lo%zLj3ZV zEwIuJk17?h{S*B_&PVN-n4EM)>Gq^ttMLP4dfmky#gon$Y(weV!J#yZgW>>Bh>m17 zv#sp}Q^^r*YA`%jNoS4TleFyY(fC)GT8whuGp!5z;nsoziBH8b2R0pVYva$bYOcrK zp&A_6zdt7QTTTCToFa!mGJ66p8Fd+%9BsPW^ZD0viBot`xh!^xM0x)4SsgfdN%0W7 z7N<1f4-SFpqnlEfA^@ueiro6myO8AwxgLYEH8pAQo*-&MF%E(OSG3=3nNHyCIK`*{ zz9fW_j*iYAsKD**EAWUQAOAv*scNe@`7XG7BN{juFgX({oPsxke1W5-Y9!Vnbz^FO z8S^5>+wTeIh@9u(-~hgmgf4;F%BhinlN?OpDu-zW1Q?(bCm={K#El1YYi})Ie?P|T z@Qcp(RVN-bwi>6p87(=*6hDYlIrCzd9hJ`Ik@d$}TjyIN^P}eL<5epP4MVVy@(&o$ zp$iqV(5m^qxA|Y9US*k^TPmA+DS3CYwYKR?+&%VWZLVi7{p`cO3BR@O^At5S|41?? zB4z(E*}u~{?7x9jt^W`{{|iL@fA&{rieIkgZ3@?s0!~fNcU{LM-E=(*qth;||942< zlgyXOqLvGh2GF3Z*kknDH@Jl!E3D58+q4S7cUtkoDBb&j&#*`WM((w1*FriG5D?Iu z1FnF_`{jImdiofQl2C+_&&CjcD?SiSaJrNC~uUo;<l)NUaE79DzX?&)Gg9w(ST0%Cvjg@h36yDnNy? zoKEPLAdtOC@H`}az%Jg*#vI(HNYVroXh zg+SWJ$*B-jyZ%vVyzb^pFJU#Y$=!u=-SeU(jHk$})bg3zM$K76T;_6%$L$$;R!0EP(aV-DKqfYGOn$eo~jiAL#>j2ua`vP;tnK z;bOMNc~U7r8JKMlq<%oh6}Mc?_ubgsmUaKb6S?|G$76QgNJsSK7?-$NdZ9X;4p)4+ zWb5#dg;>HHO))-ej@we~O2v5><{Me+Z36EPPHuKJvs1XLk!sLcQt}gzqfYt|3NtZs z=>sO1r0t(QnD*vPT`b=TSrikf3uie40PrUM{Hdw0$Li{*UBE2f3P#Iz@#w}RIicjE zXwotWCV*FveE_L^S*4cYwZyqLual~f@o^4g1E4rH9p}z>cgw6GHEr0i0hyFIy(dXK z)%wDPKL{8ME)Z1?=d|I-MYJ_-+mZ>Z|8ScBy}x(7jvZ*jD>n8A(rSGmK)DNw$o1R; z=*(u_OHneqkQ>bLR6vEXAJ=WzKzIv-HJaR2jgqgw?pE61!SUSP{{3XKWL!5lUD*Kr z?3#hhq$sE$WFJ6zTo7^26guftn>S;^bmdG^2Lv7}wO9qZ^Yd%$GNEvQ-TT9gdJdV&8Pe0 zU@5T%|G;IMwxmVo<~sEUWU&&vdPv0o{fkX;-LCJbD%RDfDm)2uXY(>`dKIkXTU6wZ za|4QT@)Kbi*uQ_Lon5ILa)Qjm-4`JfJ0hxY7x8OX?dAXoK8gvJ60c6{GHLhOVlLQEwh zOoRqqH;J4LUBE;51j2~(a+H*nV-2V3F2%%h>D^AEkllM*%H+9w7WN@~TzA-E?s~ok z$e8BuZ>_HzLZb%c6#xr7JRcwjI8pQcmpdJ?XKzVUeedZRM_wTGL;zyAeqi2Upo0fD z_GJAl9RcQrHP@BesJ>tf%WXkV9#Mc}5V{KFm6ZdsKUlTC`GFV%f3*alFgMS0nX&dJ z*TyL`CN6_qW0*YC=~oWbTi3Zaq$nugb?57d!$S*+Ln8o?Z#WXW z6KWW#2YaWn`OJ#!c6OfgtqgykpV-IAWSTfb=A(a~-xGo;5{DRccY8o{fkwstUhUJb zkZ&Y%>6JGKbA;`&PDf0DIf<@cui|{CwV^?9Sg&rw6p{rfSKWqQEHQv>E5?Fwq8lYf=R#3M33S@Ac)|3=-dcoM-gLU`KJ@{svYP@|9_haK2qkaE; zdK;g+XMCDWJ{H%_#D%BF-;4|dKz`@$T@Q#sp!4gQw_aD~-7o4{ZHV(dN&7na4rz3g z_j7P0si+du(U88d(;)Z!9v%jJ^d_O!Bh_TwzAcT#@g|{#Ig9NJk51q9Ttpy_PY%>m zr`w0OL0OrG;s@4C;Eu7^gXQb)6&5Zbjh8<=oB77rgFDcCr?9?wNCP#IAK@MO zSrHuVd?hbUQBDrtLoMt(9R5o{ryqxhkPp){GjRw+-Fx}LqJ+@k5w{EL;f5G$55|+wKT|W7sf?3L4pGpmm>4z+}WVYCPkE-9+$!wJ| zCzkzpQO3En7{IYdBA+?KHzDK>048QXs6i~4Rtl#VSmg`!yr2!DO&B8sG>pu=fH8%i zWgAOnp^yU|!OxZ+9^Q%fXc`{ABF`J7ov8j9b6Vw+D-WhCm1d3~SyN9OM+_GZxQFGE z;KdmEH$n;2SJ&~+W|a_;Z8&^%X)r2HsaP(E90{@1ApMdzte~Vzknq+sZ@V6>!X?UU zeAaqB&6OaiVg#<@9Cm81>pue~6Oiqwpp9&az^JUO#Bte&ynOE6b6T3u!aUq$^l7Tv zw2RVgUW1~MA28Ebfx?A$0#f@6^sw{%9vYML?xLp=+%UJ@+PDp=NGT}uL>>Uz!%U{q zrk9-Wwv~Qs-d=C>8lYf%{pyNtwuf!?S=kl-;0h2OWIG7LX&D*qXc>ZyP>T!p@rQ3` z3gFj@Q`)1M1(GW7EiSvcPZicPAQRYFF^D4Ag^uY>(udmGqyFWE1qHANg35DSotzx& zl^ye#dGORg@rQTNV6z3t5TMYN87Gxk^|{G`vus`g0h%0*_ZR=MwCJus-MX#1X^q)? zxdqmL=9D%7HaewZ-AnV0YO6H?4ShIt@IuPtJdAb$CIqR4Is4Y*QcvzdqYjOGL!cG( z-hdj=u8Z{zxw+<|sp+Bcep{5cDdOx~IDOboaqQ4Pb?Ot5-jcO=8u?WQOyrS7lB&R= zy+}!x&KF};4`H~|4Lb#e0+zZN96bFs!C0o+38N0eP==_~&`f;znnyuIKyT*ew&#I4 zIgSbn_ha`*Im!If3lM80v-ZxDz+6k3q%}-8w=8oXT{5PxPkjVbqJj8JV8l^x=(-@5 zmI41Dn2A`mO#-0<3HRN(A0g3krQz#WbJ!N}RpT==0L3tqx^_*izmf>VdOdd$*aQcQ zXybcH`*0QqN(!}i6vTw!#f0TvKPd>xvJZDha>6BngKcJJX0#=5a}NJM<-K`a&TZTF zn>o26GZD_Zq)}p8f2^x)%qT1 z?qNOaUiW9c&wAhYvz}+2f83Y5;q3hVe#fyN`@Zelw(Ub+y?b{!Ekbht_x}AkS3Yp^ zP?-})tleCKPf_{exjh@HgsQ5^!0#LfTrl=Xg95O*ow91|%1P$wp@kV8wj0V5yE+?D zFe^t!pWmK5c%iFV*XObeJ}zEgu1Co9B4l2;GOS+N9@Lt$oaMTIqxZN?8)mEC*)(<4 zrr&yUXG18tQLU;c{%AgIIf0odg7yTMfxMg)8$WXrD~*|_k5IUkJFEZ;CtVR|CHJDD z6j+L{;C1PebL<+s7|9QTl5iP5BtqpYU?8&I8M1R1Eco5+>&dxb{k;8thc+!+{v=z- zb;St({OkrQwDJhn6!1^B)BKCdD~Ee5<182`%DAC(*DK5;JI(!a%h@+nr3&O3BxJwC z0JzA%|9-P{h4Vs=PYyF`tBRVlzXHPWE7gZuNaI)bMDs8|kNq?Ld_VF*d3j#%+4<-p zXfUH(b>?AJlmde&4xQsqSKQ2OSKXN#YVWE)OI$HIX@E{iVZyR_>*Z*u8gF$RMO3F= zy?WtNsH9}i|EH~64-2-Z?|juUUECHe(w%#yC7RBfG+JX-RaK;^bl#CUlcd+P7P>vN zjB&st;HLzFDo^<-V4YC1VwDvBza^)C^1;Up4`|BDa^&i^* zk#iw*&5{#2{zf72WR;G?a(nf z;OF6AKBK#7R!{Z#JooqBNh=mMc*lRy6W>-qENM5pbi16O^0%SKucfsdQE4lsb}Oca4;X;201^%lF{J$(G-MY@m&N-Z8B=~Fbh~iy zrtTJs~E9mF?kP*U-}6hRl{tSiQN#H z#-U6a$r*l7*UbeN_9;ySDVfkaJLk`9>RQ{)9j)5U@!-!9s@vTefT&W<~=2*8!DF^jX#P3yPjom%SrXrv*dkJl{!P`enoR zW&56=^Zl`s6rV^EsL+4%zBrx|l||`_K0eYHAL8`967ZfM`C~Bide}&IAo!{!8-IFH77MMVDo^oRp*SaU>>3&f_-8EEpGCKWwl_ zlt9PMcloX9<4oh@EE5z|D!n%rL#1Do8F|!l{d}njECBpJzAB-HO`k2e#3V=cU$YwR z;qr%vJ1h-sC4TSQ+TKO8&&c?E(0^^)tais0qu8k?sKp;}sKH^UJ^hlSp(n&4lpGY9 z!{STGx9!uLu%?OoIm#CdvrVn2JZC5EA)ED^dHK)#5z~I5y)tXtdwLr$Bs`w)+5|%x z?kL~)To~Fez1DPFcFq5fOu{)0=6*1w|O zVNtU^eDI{QI_B5=9VI;DITkHl%IaSE^w&z7IHjQF1e^<~LTZzrPGw5J~jX z!lZ?mbCuf&)vp4e|BPR&{DA|h+Ja$)q}uKD6<&AdfF`R^F!~LES|sCE3A55pDTuz% z-?xQ;#t7_2n^9V5esQ6i?r20)jVexh{e~uh7~mx1eok*tp2A&9ua-VanOz-u^O%?z zqs<%`cN55$O=ZoK7EGdq_kYL15Qz4ixZiH*Mkv-kbcX<+@#NEOETBGWH}v$oy537w zW!5&V7(HuPc60ytp8Befkf942Mc=VYsZ&(*ck~{q96$$mBYWLnM3t2vp7{c+p((_> zjY-GIzFdpAXpt?49*N@-i!O2q5&JQ8<19 zfRBq)13ID`g8T+#@Z5z9y?XR`{l{;x(|2s$DvD@s^p~TfWG*e97~66Jj}@!+v!DcG zu!7(6f@LJy;M`N<1+3REVB(}nkUyTW6{BOH!4jaU){`TZvywMF#R&=)0pN1hN=Opv zO~UOO80W+WQ0Uaj0_=<{RP5RF_-%L=a!)T?wDKF?Y;8E*^KK9Zp;Obpk{I)2>`;h! zXh3<1`85zapo0+0e@|4QJMDpRia*&-_ww#ng?pU4$#}*#?NypM>j04e6opGJ&3*G1 z;Ge{YsgouNA_^F}Kr#aqsGG2FKLDwLjxXgX+nG{6KmnMFgo2E91a!86m$g_c&E;(f z3vv=gZKosQPt~I2elBYMZS?UNfgK5HJ8)!O;80!NT1enc*yF{B2uFk8M;LS-8Lkn! zsF~rabc18Vpb!Z84`3i*TorS4ti-kg@1YMiX7xwIfwt+M>TL4|IiL*Dj*&d^r_oco z*QC9B_YS}7G4S@lBDz?ub|ycNm25SH@06PYV8!p>D*enlgrGOBUIQK^&lz)wH>7Y> zvubg&&14+Agz5I|Y9w4d$@!!mRB%MgfxWSq!vxr>Fi2nyROtFETRv|WYo^A;1NDHi zg2V`um495jd)G8&?H^HTbBkd~y3xl)U(fAt)}l4Ahrp*eYM(-+L7eY2)mljYg_wz- zh5r7X14>R}fO7{0AM$j`w1EJ|$Vv)Hl2qM_f_Xi0JE)FSI-Sf!zBFAXmK z3FiR>>!6;yX6aO`_a#}3uW@&EWk5)O>$!90JZEcgza0`C#^3}3>;Wt$vTEnCF$zY< ztPJq%QE5+XVq|BT}?bSfTrMq!|@`z=#X`>WT)J(nP>oyi|9+0&{jgUu;v;8 zflIhM)T~4i2r|>&=!pmeUyJyoju#_!Fa|xObX*&5u?h9-I?4p@rj^Em2v8{W{cR)< zk+YkGy_?a#!M3?De32@N;Rg_N*ciph&XMM0@2t80>{%w)z|jo<7C&c=KlSIX1u4!5X%RvH*P7GgIqm+Md+#Nw|2+s0k;tKE?dc17kysCrteqs z+6bTxh(=)B0);1L!U2Nm2(rOtrKG0b3$ATuSZ9$yGmz-^@XT>Kd8|@MMTLN#Mw&Z4r+H?lNRtGoOm~TzIB{%QF>D55 zU@CTkW52V97guoPl0Bkkf@(pG(R90Q_(R=XgjwQ`*bVT@ScidyzT`%F^+)LXH4*@->P5p{^o^ zR1SDd&pZAB=}p~R9w_l7I^NyIMW5MDM8Uxu@QOZ2v!vQJO<^7@0~caMg>|Po8FuW} zt($6q8k&XFQ{JpF(okn7r*jMMbW^_|37{WCZ@v2CM>rP6nZ6gU_fNk++-};If$aHk zUAKeD8}>8-UE~`Pqu1c}h(->!m?QumB`bi1uhw7+0b;7#|&n=b-Z}GVze-K4yO`6~(?Qe9~oLLu`M2ORId1#i%NQVN_PoW*; zVp!XSTL;W?!>hg#OpndFuiGA33HK;^^0qjP5a9w}K@#?(pV696av*lNBb)ej&#OV!B(ZG8>5Pf9AA+-P>FFJ!hPm? zpb)JAh~X7+%shP1m+iWi$0oDv9yZ!SPjucX^64Hudc@u4wnVpa2p_vHJV#5*^sLOT z2xxk0y`zRCa`eUdSi;WBQ3Iyrg_Xl^a&oy7m&NsY5yH?SE7=!iWd~AiF_+0ipf@! zehgl4+#;INAXoF88lU&g?xAc5zg+dpN9|@F7#V7c|Mh~UOC9L25X#`II5a(|i2-=FeHUuq*jp=Ftq}S9d0rcb{CorK|kNhM?gW-0Wt~Bwetq>(%e+ zyX(a1Odc2=T8QX1aNWrwsK_Xg@lhvlBuvI1%zdk)r+0tp-GRi#0=3=U=EVBUZs&i@ z*t^F_9OEKq<9&Aj{&a6&a8Rr(JNt%9~GvqEEb-cq_`^k@4y=sBgpWdQ6&Oou6 zq}NHNik>wqKu+K;<)x*;OT(yXc=n46AF>T#kUyM~y7cM5fH<)=TlaQOSyE^ryS%2t zx?F1obIEp*D72L%UHHo>wFo4FjL-^96J%4&T&MeB|${Vs_9gRSXpg~$=)N5VVWx33FTAJ1>`R}bfsH}GcJXpU@h>a?~J>Izb) zK>-I)XV=aDC~d=Xe;oCFZDg_g9);g|@{}3m>u+AXAf}Q#o$$Mayy+d!0$e%#>HX%< zw+$m(5J{_TR;>68{z9r3y?hI^pzva#>YA|Az^h_kok=I^EH>Zh z6|X1WTfbZPRrRM&Isbe+i#E)sEalTi;4W3YSH+&(QOq(CBCr!PB^vT8mM`y#iw#)~ zO&70nrAzxwRQH0@EJgD`4pJy>173)d-wsSkB^;Lx~M#zLkTtB6Cw1|q)wKF!ghCjt_&TSS%P$N zrTF6EU5J}p$Bx2kiKm8tP4a}+GX7h&HSUurkhTynNy^hm^iW0!MBbt(EARI03W_Z2 zEEib&plcMaR2lGVPz^DPi~J}=cj7?|@9wQHFG{K8!u>c#x1NM>KR^L$NnZ3S8OMI$Gr;((eSCKI(7J+C z!Ofd$%F0&&_t8O;ZQ=LOp+?F17~BxeEp3_sG4Pr7(IbS)J&p3 zJD0#j>K~*us+K+(wbjTUvu#tEQ7X*g*b$8LA``7~WoJ220FpzJFHh`Gtl+-%8Mz|r zq8rtGtxp@7zBC>jCh{)J%jfCLpEh*HXy}^ zn)R-{oIKNw@|ge%9RZ4oXH}6G1pvoF!Nk76CMU=^DQ9RFQ|=3YWTH5rXZorS4Furo z%7P(_cPG1-2z?4=CqP>j%Mdjot>OMjBY#DDy!LJ;XdQS)%$CEnZg=cidnR!;gsZ_atE|}kb5*+Uuk}95E3>&h{eRUvhV<8nC)UCJa~G}7&6y_! zz-06})fOemT6@aYiT9@j*LN@- z=kFq$|H)s<8&cNv;cj-Oo}>@0j|c}ige*^#&rrir5yC;scFkZSxJ^1$e z9a4PwqwS#(t!y>(2dj;x zc&ORKwLib*{PmX#q?v2iO3{x}(IK-XOs`|D1AbCR4%q+Y?K1PfWePI=^tx_6pEi+F zB~;-U@pFM*X73ZXq}R|zhgwFM?wL7vXur1YFG0*!8X84i=rtJ_WCBPL4Iw!UF5A58 z?caZZJ$(XHhEGDC2G2ql3uF!wY7)*c`r+;L^YTtbHXeE_>?{ntWr*El=r*Xt7-uCPp@}B?&gp5szqrM_QNQg82$IJ}IbGAV9V1@o{n2CMs~?w2r3B@GRso z9i^*lBl!GZk>??p2L%(BFl^!mT3H|;aq;g;OS^XKW&_gJeEOiZ2D_!Z-mI)kO3MjG z>s5>)5dHl%4udc3P_$Z6PvYb|<44 zp}AsIM74AZ6c>U6%)WS+^Uvml*Gds4Vc)qYYppwd)lgHOXLK0cP0`-Vy7PJ28C|#t=mZJ_uoOA*0EEk6||ZmqEO){ z)J--u#gY02Zyx;^Pz^~gvG3={7k>aM;M7%WzQN8W4?A2dkUh>gYSfCY7sEm}lJ1Ouqx+a&%O85!1V_Fi-{yW>)X4%`Z%FNSQ)D~)%d1i6eY z@slT`+sI419P7Tn%X3IchZ%08v_F9_+iO^QOf#aTg*r?gRl)S z^xB?hdne@YE)HK*06zJp`!=JX|6u)_ZOf#ox%<7k%BUH`qw-jL5|S8)gsu+Ji_|pu z)ee~>n{yVvrv;$c?ryUM$Kv{r2vDE|TJGs79x{ajXCwYCyqNjqx?sUW@>P!e_>cik zg$KRs$sz^@PbNc02pA0?{n@i;Y=t~Ewsgkz91W1-Cy;5$&iOTrV25=u^nU*rBU?Z? zD@q{HuB<@iG27cpgmjM>$)Vf`yAEB8K^NuJS?EK!zVGkyAWiJ1L|RBHvES!2g$k>Iji zLF*~0Tub&{5BU79aJb|upAJy-sQDM_7o*MeAYAtq7ZthegBrr?+SRKU*M1*%r{$*V z{s*qtM#n$q(?(xw|8iZ-Ga??ayFcV)0;{0%aa0;g;QgZx~FNt)Q|}| zrpw~?31gMQB++%Fq9%U#Wym+H06v&&P9c{p+sqS{ju>Lp{M zUxF}M4fN=J{d{l7wlWdXl)0tf?1K7k4lQ^Xtr8*qVt@M>c7-0ojgi~eM z(kCMVjXpuJ!$9_Mib}n=u#truqcLR5)~&bW%nmtri`FmFR$k~9)y33LH*TR$aB|O0 zo}I@K+9NP+!HbQ>O!3KGL(hVX|I!5uaQ}~4=ve+{d6Hy&Y(lf=9(zlBR-6}H%XRwA z{f+)q?|4)1^NEBmUE?>6g9c(9SeU)VCXT6E9TgOg)c21cU|>a^!s}|IuXq2*iBZ0W zEYsY~{$1l0cZch*q4n|R(`#=w$Z&1#eFpQ3p4{fp9-clKhhvOrsA1?IHOX2Dx}mG2 zg~_+(T~k`#pnW#H$m%oCBX=9Y`nX(l)x(KU%ZG zddh^9va(D%reLGaSM@77-`5Ad**_*ZZ-rkMP z3tjDD@HVoLYJ!*;sK9v*GWDQf|CJp@I}MKSgqz4TNrjhZ?;D8tntegTYG6LG0p`1W zdxlz-oSwVE;5_adn7o0f(ZkV6$S>&3E<`F@zP&E?JtVkFnrHa*lMX9khhtU7I3g%# zxWc1oEH_uL+bNn(oS!x>4{o}=Y&^CXRzv+7W`v1BTW~WsOwSjRi1d7ZW<<{Cej>UjO5Za8O zNuU+7K57PMO4w-{L73Z&GbTH`=jdfoNlBkEr=nHT*$BXWyj}3Fh=@d+gg^zlPi;GN z*zYn~<09iUfU@b*k$AYI*hO2k6(*NLcY82f_rYEiO@nQdUUN_70Ss4yJR#V`vw7IlnVyoyYsnPT4T&cVR0glwMk%x zh^(yavQ?|bg2;-T?%rYbe1Ml6PDylF()p4bOd`*d0(p6*BqUTaA1asg=z52sm~Tf8 z+K0)k>6KHGmT}?1nSh0hQdf0%A%{>vchhw;*q%rFSchYtA=7y)1=r5XMFQPL>JRMHl_ zY!b|w-C^v{Wz<(ljWGjf_{Y|5+c3iuy=U&}gg$GoKKZ#WZE3LG0qPJ^1b%`=W@Bep zQB_qh1R8YwS|3`f{h%{Vcp8^errbdVLS0sPciEF*IlMbe&)G!WH7(LFMsb-&yqaSEnJ+T@97a)%IYKV*X z>eUS2!2qPjR0quW&5Z{U|PBksUHHP%J;Nbj_i#c80DWXWqzM+PLu2y2X`B zc@d7j`Ooa}^ZR|<`R+sIV^Y^g{&C!0UiLLgY5yl@*8k-{xMAx}>S$GyZXQGCD4M!; zXrfjP^O>HKaC`k{*eE>fAf|*|G(?& z9Bvewm$Is_^crLi2L3`|3~T?BHs4=r-^)B$?rV0^>4T=s(A%3EGOM1pS|fYs?vf9h zPx^Wc@z;G+r6z#mztO$y^FKJ0%PF0Z$etjf3vpWsKmZs8cTS^tu=H`L z-en~&>&uu~>N=Eb?2W-ghOB}nx^m@vHXWD;`WpzvH9Ck>u4)zv#1k%W2C?znhyG|JiG!@r==fmp#=xi51CgvH6xiioa%T|(H@8}cJ= z-@YyEfA{R^B&IGo`i&eq)J%v{2$&S5AmOY2X_l1|v#gkoJb1A7@ZqzdGJ{goltL~i z6Qqz@`@^e=x9T}qN$>g1J9j!8ojZR%-&C){la!vh2o~P;@Ej}d(B+Y~^Kag|g`w71 zRQ8}y=H|Ppp*bhHcC0~@2S&Y-FglP>NW%Gy1S2mu7e{6Y*0D|Y*&A+q1FKU>GFEYq zN#t@5k9KX_hSCVh{7js7SX0`S78-qfB=Q^PGh*c}xg;6d0_r3AwbwDNrL-W~{Y){0 z;c<4h8}kBaA>eT~Jnnd2Ik9jJ9~)FBH`k&~n>LWLfL;POZe$Qsvcrb2Cpoif?+(8& zD`}ujd?++DfAlrXNWR<|l7&3Pl{Qq}6=ExveuU!JrKRPb`n(J07KNn#C@IcS_F7-e zv+6X<%*@QfVxGHuiD5QT*r2W~67v{pgI$*}S(4lTDq8@k(;KIcaY+6_x(LHN53)8=yI(I*sQ#?I46vt=duZRO>;J?~!pwMoAD4(=uyGUV}{y+I-)rSnoUf05(ZN<7^-mc)p&?maWFvp7UBW*j4)=6?nNv#3Lut zwdL-?@?{o8>C8aZC*75zggMeMQFgA`CM?`=uCJxX0bw)IE@kp@D>^&1l?Cp! zl))O}zxzM_5wA3t6n!y{Jz^>b%q7<>Oc}+*-FnrS4r8hx@Li7bOgdUc%_eY_HQRIo z6u3Ypv=T;$Kz06t&CRBU@4@QP`Ldt(OFPN+oqgTs&NX*@OE+K8B?DH!4O>+$Pmcad z5bmo|3J{5+jO^=OCXpE1*gWEI2P#lEh~`#iEBHWSep8L2c9LD>>?}WfVM%Q_yziOR z)Nn{WkwxE0DB}|n4n1lk30Qr)d{cA7HfT>CzMcs?ZxkL zq4fDUE@u3tnJg0pF?fwE+MNrc>SN9`#t^)+>T3^?o{)6^c)fS}qcn9BHztWfES)-i zI;jX-Nk8mVQWD*9;FqFc0?WLQn?nYKubu}`&-Eir6 z&pJri{xv;dT-9STgGXII#~AzSA&St3cZFYkrhWbGH6{y<9MD{*bKYU~oF^CmXv}Qw zsjXB$wg+rLI-%_(SRf1P78EI@#oQ)Jl$FoWmxq1{_sU~n5VY=3 zyPFqSE0DXM>N>lKV5b7Uog_H$ic(e|V{$trju6uy;$0z)f%^co9U#u)2^@0vV~&i(jC z^{ZFZ$TlquZ$QI4pxW2VYHI2cV=NP-e8~Tg`!Ll(qJ^J`IKo0h zdnzbASXR%8$o?kOBd>Zm*nQ6NnS^WKK%KtZi)I2Up`RU%N7}Mw9|_7}HDm`aA7thk z>PKqX?@0>h#7kXHxXc^A+0Qs=Vzere1?xE*YwLvz7SPdS#(Zpav@i36frV(Kn1m;s z-&S|?x{3}(I|;2_)iJ%SU4(OD%6{jv(zkEjADyVOViH*hudzWo^=fzi)yDAySXOmkpqz=pTqzNIgjw1DwZOmdVZ2m13Pk-o202)uP^XINQKU$_v{z2re*QX9OBCk~<2-na)(z(tfOXb&Cwfko1VbLX5=ifE_cCyh>KL$B$aOmq%TnyC@@0EQTf1Xhd6JKERe zkoR}#%2Z8w)w(x>rDk%1fT??sjd1?c1872Q34EB`Q!sCM>diZg!Dv7&M93*V`Y39w zWMTg7C%*(QJ$G(I@Z@|@1QIH=?LweX)2cUTDC*A=C?gO`Z5Oc>UYBC){CQp%$ zD?>8k-gwNNb#a_Z!bp96?hzAkX<)u5e+G|26#mGPxssgNz1F^_Fk!3Ey;dJP)=|1B zn%F8rFx`5L6y!6MJsMX(aofGYm@dS{IgwE6tkZC}9gFS}797&nGdw>V{Z@9j+vIzF znBDG3WKSt5(yznZ(9o)@~Xd$x)Q~irFxmKqAw0?3xOv^<#dy-M8)cT$*D2 zH}d{h_tdxd`6^x4OtGHXhZ`tIG@ z_gCt*zBYI2UsZEbB86ulGfQ9p|C*!l&zQiP1A6Wb_`X7;@4O>u^JZ+_?n6M64Lk0; z#KTS+g$<1^KSx!@-Ho+g0uwtfsyU za;tqmO$oiii^@vo>OFp@Bz?@!*L7Ux*-t-AG!xO9Q%AUitP#eGFHG>-wt2HaYQ*cK zqwENMIS^yuMS!`3hYktSC&y&fQx)kCEZE>5`A6KTQw@v&5$Zc<=ks(9nZ=^$v2R)| z$muA!h)j?|1_|y+?=Ql;LY=f!zY=aE!Fsrc#>tBpp8)RN-lt9uXQkFf2ddsaY%5@5 zsxss%Hjf7Cx%6~8fzz-6Vn$2+a5M(cED27(;c0X$%-N7okMlAqf`B-;ZUy+KLrEpf zOWs>*vE?7&A6ZW_Kb{YB;|ASbERQ@Xgs%6tHaG8xpnBJ?egTY3sjjW1wjYDNM3&QG zOu(AB0GvNa=|*rZ8|wa6HJ?86AFAfO0;Ws~+g9dK)7b)=MaW1n&CL@;xZYj5ysoS) zwg_{641z$95V6bQurT}qgqH%Q)4cZV;jc`*E`3CCLH?0p)>c+9YdFu26Ts>2Rx*5f zcN;Ni8{ZR}Vr29j6WxtCz&Iz?0DkbF@1WlhDQwRASy@>@bRCpW7bRRHfCb)Qh7k)FELsFITuZJ@+D|T^ zlX;x%@YSG#KL@w+cXqya!in=}!POIa<)SKEtNg}6Ml~k1ae~Xzdx=Z@&wNXa4y)qB zr>7UeTBLdcOws)u2e#Ws-}7c}?h5h)5PdP^O0>lpSjZm{odsI)1*5ORfn>2vE^RdE z@$KlQJ_n(7kY&+Ji0&|ghMZ=Ath{`FEK_t{T`O_4OY`snw;l}mg+WN;kn z4iw2++=&y~nVCl?9Q0Eo_oa%RYOs>-Iv&E;A7W9nl#J`2ibg%XzQY%pwp-bHs9Ve4 zN=B53lO}EXR73s`;sYtZ`p@;xKtP0Q=f#y)8$M&zT$U$)3k={4T^AA+MjWGKk_1%W zZz|xf7Zs(~=zA~~`9GAE({8Jy-^+a*Bi&YE&6-UZbqKJD9F=teGH`xL;jr?C9Y4~& zYvL7@$Bu36+xTtM@uqcaAW;iPzC{=f1H9n01Be6JpnW`>L4?)E+Dg zehGCYoEYcTQ&)7>&pX{z{5@J@6*;e;B!Fz;Y{;Y*{?1w}+M0xMLT*2C+-l$<4`rF5 zT5iL?HdkobyXqd%N#OT%D;Ro?=!6!z0c?*Sefqa*1Hi`1%SKE+R$ESo);{~zErwfs z19i#WNj8Q*4G7#QK7p|G2_LNXm@@^v`HirDPH1w$;dgt zOdNwIO}a(bMe&f$=x@(A1jW10(JPdd$s5LCaNQBx;Hi2{lUDl4*-zRTDlGGCNuk38 zrx$Q1!2zK~q|y}!>Cs-hS$MgKh8ea1CgIVfo|#6+b++IDN{*hu7&KUW78aD?{9fj_ zm+e?lq;eq@rY&ejp2~5;7f8_a&t5#^s@L?awtjA~eozN8MfVk>!bTDd-)}EA!LyYw z`1<)X1dZtEp6leCTjU(1{laU!{i?(RB%j~EPmM4b!yjbqhwO5KQMY%dEtXL1yHu?Hw7Vc)m| zxV7oKb{W-4oeNBhO#uP268eE>N&SE%>t`{ejuf6C(0UV-r6^sFf|J$J!p?&lWwaR% zb6F+sY30zf6@yG1X|H{)Djpz2ua50j#x%>-O%OaU_)}KLa-5KM&+=&{wfU6ses?+N z3>Ei6q60XPX!G+yaJq3RZ@sI?!MDab$fR@k?q72z^z|ywy_TIlRd)A3`h!|=XiWZ9 zA)&LXLpH@fxw#Oh| z)-z^geY)OD$kskpNuRZT*XBFg-+1=S;r0mRuL#GI_;?iCMftd!5xaZz?kzNl6v_NL z>`+QHyk8fPb*FrF=>s~8Egxl+KuXb3VC=1G&InGkjd8YO^3&Ohc_`F7E9SCcWz`+t;w{qnp1 zPv?3n&!xBJzici{YE$scx9J+3y8WUi%KX0`Bo&&rs*V4S$_*~#eO5Iy%rL3`>h?kN z=Jc717Wu4t(LkdsdE?5Tk9J*q((XX(|7m~pzhJLqpF>f8Vs%-;6*C=eL?r zIZ$1F%Z?p%$W0v_!l%VDe2GH}6D`=i6x3mv2dBk~VjLbasU6J$FanSQ`1oBF6dmMeC%WbI5n`r=#ha=97GLg}j)fqz?%*YgneA9{4ITQCGW2t8?I~N0 zzt_!7>LSaZJZ&1_G_5c(a2gUZL8ky?6VwEcDqX71a(V;pMT}adiL@my?k1A9;$rMv zd7Z1h(NvLB^2XDKr#&-^K1^unnl)<*A3vrz7%*l`JtqpuJnlFaDP+z}+525f%UlR2 z%PK3GwNBbf4)gBqTfI4#{13X}*@0(O+QnfNOiw_T;f+2xx{$ zB;#E2_!N42U#TZRWoN>mgdHuP?hUh&gV@U2nmOaej~|n?>W?*d^-M{HS2sXa6#_Kh zz@fEE*RK5;oXM+ye~sDacKsRv+lv9PVou`UyB_~YSsgv5XTw3kz)yd~h>N&rf}ia7 z`?J7Fo5LorZ!`&W39dyfw2626*HYJmO~IcZ`{`7IG zqbumge?VTxdNY|af7&*O)-K^3&CU+0E7{1j(<@i5s75fv z$A63Sy(d^HiKgxPux6%QbY~otcok@_dlR}Ck28&oOhj=C%G%n=Z-z9I=-|=)pz#3x zHDpDSt1zVjN8*OC5kyzXHLV1A_~4*^Ed5t-sVyxjGpdhY=AL&@(qBNq#*qi~b{r#y zdk3^s1`K#hMvFH|LgwC1EGx!0PLS&Y#f6z)RhDTcGb*kARc1Y93bT3tDYHhD)s$I# z`HgzWVtI79Go}Aft?bZF80OvB-ZSrSSBH~5Pd;BWEj9H~*2?9}I~pB^*aj4)bH`Qc zn+t4Ou>Cj1p~#gs?4gkt9TNj+Trou$-85z4hw^UzSzGN%RWK!5;@!z3O(cot5}I*|eI z-Yt;?z&GCg)@#)&X=>ZaXkTz}`IJ+5fCt>Xf4}j@*oL`g-&tBlo7b;zzF`Fr;E(Wh zopig{Upe;sD1~D{@i)&-A*rn>p59VMU&8&RS3uir!PIu`w!Jwl+tezE-V^K4Jjn1; z&Q>7y|GUP+;ClOkWLUB=kh-fBpUCKBe6Ysly|yH}2PwG4@8+}CtT{h!QdOHH4<9Mo zpF9a1M`EQIw1~M-xbR_ib2=r3N)@zQD7Q|X(*69d)BN>^Hfq0Lf?G=Y*R-Wff40fi z@5oH4yj)!|S?W?w5lTFW)-$cGgGuF^SO6g*we)b1@V9Bzs;z`{{aWMrP8#DU4yI~ zf!eanGo7N0a8=>zqJ5Ac((B8m-9^YHVOj(zMEKSg3i0pzHB_=>uy|P%2P~RJjQIWw z{9g&b*7pbLVQ~1bxl&<|H$-ls?u2!0^>!9*<*;OX0aLJ+V4wX5W?Az6xXcEkcfN}k zeSAbE1ZWn?Ll>`cT%B&X%S*X-bAEBY{`*k2{uxq~KCgd!X_hSF+V|23 zC}Vi`^sf;CH~+`pRr!`3T|& z%^8re*1^z6(A(QC9wi*L+*=doj2m}(%8-nQhJk3|zQMc5Ykb^x zf)I|utl9~Kh!^~FqA#h+4+ug_o-3%dv5p*=cKzDB*Bi2$nPyGBR9!sNH0$faD|tg6 z99LL&r1MC4senG5aJ*<%O^z-C97dZG8{sGZ<(onlD69@ahxv>EUg(eQXmKM&Cjz*p zrjirEA`z{%mYH^(Yjv2vPfjERVg1SxCFKr%#@aa*-L`(#Nse)>k>%x}{kk+f?x`80 zRWR;~EQY~&&JZGUoB|Ypd5+iH#40-D1w=0>;ZsdeZ>ymACyL$oUUuvoQ}Sj`olc*; z55A#z-h1lnAMrRx3}DnH(|S_TNn2Y-=as{96)dogfq@xPzkvoQGW2}`8*+C7u|P$E zuoiFomO=8k!WX0aJ5-Zp9UU7xw&tNFfani61MtAS^zFF@@Lhlk-rk_T+Hyl(V_iWO ziB~3GOFvSV6m`%0R(WK8OI&O-bnc9LF|im}hr$CLnquF+SDE2- z`9RJ?G7Yc6#t{U3s;riGwNv>GAyz}tIdGqqjm^@>r!OCZix%{H~is-EA58JN|=gk&S8)oGU~;(6CG4eH)C0MG=jSp1r>j)>*WQSMYIOR z+ULi&(~^ax|Kj%b4)G?|OFwP9_1s-1&%M{2mb(7sGw%N$>v*KI@^iyjGjsFhNF60t z`Bm4DRm|uH#W31TyV7?qr~kJPT@SE8EsnlseWmlc#96U$VSdpV_g<_m0QrDcZK@k*GkXU#RuIvLdQu}n-! z%muvpsKI=j0MsZVrp+n%hi<6@Tb3X@zt`MgA}1Ad3Ll&3kr9#-ExtaGzA`hfu0 zauSYUIu7#BR;*gp-H869l$Wj^fTy&edSJ-nL+Xi*kQga{?ASbL%og=jD{wC}KHnbX z_M>glge6N(C>#Sg%(Wi2Ywuo_3~;)O%U_uwVxe>*C3t$U*B-Bp+nn!u@tlOLwX+eE z$?iS5_&)J>6T2`)ow%aqI9nguSYFV>G%NdRb+Pt}P`^L#ZSijrw%)VDS&_V_MafqX z81CG@9VLIAs|UvXm<?fS_g~M_5euq7&7ax^-LbAb2E+s43 zl-jH4%=}FXFS*6Kk7J6jUF)x`{PNE>eaM$K(e2=V3eX-tw+_Nud|@3hcg~D)b~JsJ z*h1yB0RTFC_E>nU-0jJ&wf}Z!n-K!E>UI0(x$nKTu&$N{8qfGDeKD;Kt7_Jn?t(LSH*8cI@rnEbbLX3c2Ol(y>k0yf#C$6Fv*XOZ z{I6&syZYjmP6H@_P21gw>1e&yby1m`8#gY02Zrn= zYOI6H)vlunv%93b=>)sFpGNZ&U*`HCq%@Lcmet0BZ}psq)QhX%ow?C8%8qe-O{QbO z8c`;K^Z`3iAhFg4hP?(38RE#?0#JXBLn6wl#=Td30XpdqQbRvkb$?x6<^eAUEbYV4 zHAmVch++>a;7{}I+LIz%TaUukKI@Zo8x^eP14^W~4l~wimoWpBWs(lDZ_&q)P~Wm>L|;!{Pn$`#;Cl+L)neVW||{AMwYgZ~`*LzB2Yvg5KN zmSwd5xk=pZNt3izR}%Y;WZ|W@ZohNO7Owv`$2YRl0Re)G_w7Udv8V!z^J~i+zZU)V z*L>`0f-)j3WAhd+S|leSIaiEZ^tt=ldzF`DPf&&tt0rl$_%nGF4^tMjfzu{lj=4}aTEr!^Gj_3gqI-~&V;*h6 z1rrZ^@gl*`&8yFz0|(BrfSBoC%brNI4d1ovBX58H+_}*(thtL*Cr-rP@*CGv{MsY= zB4lSibvp^MKe{SYUcgR_UESrt_7SN{t}9^*K{dnb%WuFe5^h^*TH#yl@2bvjV{+t~ z=+xdD^+8sG{I%cHh}pB=_IBo^&^x*dfoo z^U!+THhJ#8rd~wMUT2X{BiZoR%|(w0jSv`vwh!tV;@?0E&P;jr3O040zI_>lfv)@W^1% zZ3bmjzJ9Gu(h0G(A#q)OLc`JbtxZ47(|w^ow0RAwZ|LsbC>bxIzAu;&>#-wQN^W;5 z|1x=JS13w#jh%4lQRvZQ=2^dAJ8_*aThPBeZR7#J%K7o^#KM16CV$6g|F=~gPFqot zPCd$8ovl^HKdP6_mywa}G|70J6_NwtW-iLkp=~Ju_P^Zdp85Uyfja&-#;Osvx?5Ey zE&SwWLKtLvnf!gQAme}W9W=wrN|?MD$wF^tnWcL9KrVWqDt)U~9SrDfb}+!2k=LY2 z&gT$dm{Qa$yaXLyv22;swg&O8!=&#T;Meg6T}{PP#~n*QYV)HIwn*Qih2UzP14hP}jB&tw@GB zpx*GU(y+(bHnE=M_RwdoK3-H-z=p4gdo|L*bJBoV~GavYir3^#{?**_3ceX?00!af1PZDG9Jc|4% zIHiLEdf>o8?h9uH6EIYbOf3+?03rrVztJGa;9z2YV8Tj2$P0aat9Ogr`!z`K*~c$m zJUl!sk6VE(eJ42~TLoMMcD1|Ei|dX#H=d?O-ciT>kTE~eOMiIkv~!+n`S|Rr@sMQr z>2(-NQL3$j69bUFjs#5v3&E5uJj+DSUlccMA3r`1_iLuC7B*Ql9n+q9yYf3|6vFVF z`K2zQ(~O2Zapsw0))!bnueS-|+1_I%wtqCnbr}<6au$yuNx<2&Unsn4N=fvATZD|56sYQ%)iZTJ}i6+CflTi?lqsg4{1Q+qI+v@W>)&xgWYu1qS`Ooh00^&Y7G< zzj9(dggaxPbffodcx3rARs=qp?w9G;l6oE~+7ZK4U zR|)3P)}6R{zR&+`v`7>Nga_1RF<|JEeVi4!TwWUO6n+mq=E*;Uio8v6HEMV$j@Vy*_JR?-pKiP>KNz;^QaB=FtP1SqNF8WRFx z)#|hQ`JYhK$VW`V3bM1SsD-*2&4w1MrshNdBi&`}cQ_C$vNSFh$J?q%JlWL7>`Xm< z`r~d?w=V*_6Fh@)2qNWx7|d!QrWVnA%33^-57(?u=XNswx4g@vh0|aE3|JnyQwOC` z2CgFE${_z_G;Y+5#EEEb$D-_DP3pVrI$xUM=<7w3jSq(*-ouOP*P)CfvS8}!y+}?A zQ1)6f4%&`-6e!%ll}Z4zCN(q)J^KhM=A{Mb)ySSFCo%-;`Kwo!i*-75*ogwe@8jh* z@c&YIf+;Cg(5j$3lPxsVre*28xCpO@8!Vj3j3P#n6Cw4MJx7TY z5*(a@w=5~&Ly7{xD6}L`pE8~OQ{#um`Yd*QxviKHk)m$*A+(l%@N(Pm@5QJ7jU_vj zq@FUeb&cstf8JA&k$EgN9J>_$T)aW8bgb~{0fM~iKSs)IeJAyKnlqi;F7Z diff --git a/docs/articles/EUCAST.html b/docs/articles/EUCAST.html index 7479f23d..296ccfa7 100644 --- a/docs/articles/EUCAST.html +++ b/docs/articles/EUCAST.html @@ -192,7 +192,7 @@

How to apply EUCAST rules

Matthijs S. Berends

-

28 February 2019

+

01 March 2019

diff --git a/docs/articles/G_test.html b/docs/articles/G_test.html index 1f505187..7d2bafa2 100644 --- a/docs/articles/G_test.html +++ b/docs/articles/G_test.html @@ -192,7 +192,7 @@

How to use the G-test

Matthijs S. Berends

-

28 February 2019

+

01 March 2019

diff --git a/docs/articles/WHONET.html b/docs/articles/WHONET.html index b249cb45..a5dbd596 100644 --- a/docs/articles/WHONET.html +++ b/docs/articles/WHONET.html @@ -192,7 +192,7 @@

How to work with WHONET data

Matthijs S. Berends

-

28 February 2019

+

01 March 2019

diff --git a/docs/articles/atc_property.html b/docs/articles/atc_property.html index b984a7a0..417e88ea 100644 --- a/docs/articles/atc_property.html +++ b/docs/articles/atc_property.html @@ -192,7 +192,7 @@

How to get properties of an antibiotic

Matthijs S. Berends

-

28 February 2019

+

01 March 2019

diff --git a/docs/articles/benchmarks.html b/docs/articles/benchmarks.html index a035fb11..151dfbe7 100644 --- a/docs/articles/benchmarks.html +++ b/docs/articles/benchmarks.html @@ -192,7 +192,7 @@

Benchmarks

Matthijs S. Berends

-

28 February 2019

+

01 March 2019

@@ -217,14 +217,14 @@ times = 10) print(S.aureus, unit = "ms", signif = 3) #> Unit: milliseconds -#> expr min lq mean median uq max neval -#> as.mo("sau") 16.70 16.80 17.10 16.90 17.20 18.4 10 -#> as.mo("stau") 31.70 31.80 48.90 31.90 73.00 117.0 10 -#> as.mo("staaur") 16.70 16.80 23.10 16.90 17.90 76.0 10 -#> as.mo("STAAUR") 16.80 17.00 33.20 18.20 56.00 58.6 10 -#> as.mo("S. aureus") 24.60 24.70 29.00 24.70 25.30 65.8 10 -#> as.mo("S. aureus") 24.60 24.70 29.20 24.80 25.10 67.4 10 -#> as.mo("Staphylococcus aureus") 7.02 7.11 7.73 7.26 7.33 11.9 10
+#> expr min lq mean median uq max neval +#> as.mo("sau") 16.6 16.70 25.10 16.70 18.30 58.00 10 +#> as.mo("stau") 31.8 31.90 36.20 31.90 31.90 74.90 10 +#> as.mo("staaur") 16.7 16.80 30.70 16.90 57.80 72.20 10 +#> as.mo("STAAUR") 16.7 16.70 16.80 16.80 16.80 17.30 10 +#> as.mo("S. aureus") 24.6 24.70 33.60 24.70 25.00 70.40 10 +#> as.mo("S. aureus") 24.6 24.70 29.10 24.70 24.80 67.20 10 +#> as.mo("Staphylococcus aureus") 7.5 7.51 7.67 7.58 7.91 7.97 10

In the table above, all measurements are shown in milliseconds (thousands of seconds). A value of 5 milliseconds means it can determine 200 input values per second. It case of 100 milliseconds, this is only 10 input values per second. The second input is the only one that has to be looked up thoroughly. All the others are known codes (the first one is a WHONET code) or common laboratory codes, or common full organism names like the last one. Full organism names are always preferred.

To achieve this speed, the as.mo function also takes into account the prevalence of human pathogenic microorganisms. The downside is of course that less prevalent microorganisms will be determined less fast. See this example for the ID of Thermus islandicus (B_THERMS_ISL), a bug probably never found before in humans:

-

That takes 7.5 times as much time on average. A value of 100 milliseconds means it can only determine ~10 different input values per second. We can conclude that looking up arbitrary codes of less prevalent microorganisms is the worst way to go, in terms of calculation performance. Full names (like Thermus islandicus) are almost fast - these are the most probable input from most data sets.

+#> as.mo("theisl") 262.0 264.0 297.0 306 310 376 10 +#> as.mo("THEISL") 262.0 265.0 292.0 290 308 355 10 +#> as.mo("T. islandicus") 142.0 142.0 161.0 148 185 186 10 +#> as.mo("T. islandicus") 141.0 142.0 184.0 174 188 340 10 +#> as.mo("Thermus islandicus") 68.4 68.8 96.3 110 115 125 10 +

That takes 8 times as much time on average. A value of 100 milliseconds means it can only determine ~10 different input values per second. We can conclude that looking up arbitrary codes of less prevalent microorganisms is the worst way to go, in terms of calculation performance. Full names (like Thermus islandicus) are almost fast - these are the most probable input from most data sets.

In the figure below, we compare Escherichia coli (which is very common) with Prevotella brevis (which is moderately common) and with Thermus islandicus (which is very uncommon):

par(mar = c(5, 16, 4, 2)) # set more space for left margin text (16)
 
@@ -287,8 +287,8 @@
 print(run_it, unit = "ms", signif = 3)
 #> Unit: milliseconds
 #>            expr min  lq mean median  uq  max neval
-#>  mo_fullname(x) 732 739  818    819 837 1040    10
-

So transforming 500,000 values (!!) of 50 unique values only takes 0.82 seconds (818 ms). You only lose time on your unique input values.

+#> mo_fullname(x) 723 731 797 785 807 1010 10 +

So transforming 500,000 values (!!) of 50 unique values only takes 0.78 seconds (784 ms). You only lose time on your unique input values.

+#> expr min lq mean median uq max neval +#> A 11.20 11.300 12.100 11.800 12.200 15.500 10 +#> B 22.20 22.700 26.900 23.900 24.200 57.600 10 +#> C 0.53 0.552 0.652 0.591 0.781 0.803 10

So going from mo_fullname("Staphylococcus aureus") to "Staphylococcus aureus" takes 0.0006 seconds - it doesn’t even start calculating if the result would be the same as the expected resulting value. That goes for all helper functions:

+#> A 0.318 0.329 0.414 0.431 0.464 0.532 10 +#> B 0.346 0.355 0.414 0.405 0.456 0.528 10 +#> C 0.347 0.357 0.507 0.489 0.608 0.778 10 +#> D 0.280 0.306 0.348 0.343 0.378 0.453 10 +#> E 0.241 0.298 0.333 0.329 0.401 0.408 10 +#> F 0.253 0.295 0.320 0.308 0.330 0.415 10 +#> G 0.271 0.279 0.309 0.284 0.363 0.379 10 +#> H 0.218 0.260 0.328 0.341 0.366 0.426 10

Of course, when running mo_phylum("Firmicutes") the function has zero knowledge about the actual microorganism, namely S. aureus. But since the result would be "Firmicutes" too, there is no point in calculating the result. And because this package ‘knows’ all phyla of all known bacteria (according to the Catalogue of Life), it can just return the initial value immediately.

+#> en 15.12 15.39 19.60 15.47 15.63 57.02 10 +#> de 23.37 23.62 24.02 24.01 24.09 25.10 10 +#> nl 23.44 23.94 24.05 24.02 24.14 25.02 10 +#> es 23.71 24.03 28.36 24.08 24.29 65.92 10 +#> it 23.65 23.94 24.08 24.03 24.07 25.12 10 +#> fr 23.94 23.99 32.58 24.17 25.14 66.00 10 +#> pt 23.30 23.63 28.51 24.06 24.78 68.87 10

Currently supported are German, Dutch, Spanish, Italian, French and Portuguese.

diff --git a/docs/articles/benchmarks_files/figure-html/unnamed-chunk-5-1.png b/docs/articles/benchmarks_files/figure-html/unnamed-chunk-5-1.png index b9b48285556589f98fc9c8ad0706577e0cb1fb33..009e4b61769f95af1241775ee63f5214837ae8ee 100644 GIT binary patch literal 28419 zcmeFYbx>U2x-AL;g1ZL`?ry=;XmE$%Avgqghlb#ipurmp4#8c5JB_;}SmVJRUX%QO z`|NY>KCkY5RcBYds{04EYBk;K`_`0ijxooW;VMcp=qN8xU|?X-W#34u!N4GZU|`_h zA;H1Gz#K@6xj=7VR1`F%ptrEFu+N@7gM)*EhlfW%KzRQAIU*t=5)u+JGBOGZ3Mwip z8X6ipIywdh1|}vZ78VvZHZ~3p4lXV(9v&V(K0W~f0U;qF5fKqFG4YERFGxs8NJ&Y_ z$jHda$tfr(UcP)uNl8gXMMX_bO+!ONOG`^fM@LUj&%nUI$jHdV#Kg?Z%)-LL%F4>d z#>URh&cVUK$;rvZ#l_9d&BMdP%gf8h$H&jl|LWB%0RaI)K|vuQAz@)*5fKqlQBg55 zvDdF(0{{SVad8O=2}wywDJdywX=xc5nKy6V$jZvf$;rvf%PS}-C@Lx{DJdx{E32re zsH&=}si~=}t7~XzXliO|X=!O|YrlQ_R!2uiS65e0PfuT8-@w4Y(9qDx$mrd>cgDuX z@87>SF)=YUH8nFcGdDN4u&}VSw6wCavbMIiv9bB^;e)NMt(~2ny}iAIgM*`^qmz@9 zv$L~{i;JtPtDBpfySuxGhli)9rp;^z`(MjEv08%&e>|5D1i=ot=}Dlbf5HmzS5Hpa1pi z*MfqA!otF$qN3vB;*ye*($dnhva<5>@`{RzZ{NOER#sM3RaIA4*VNS1*4Eb5)z#P6 zH#9UfHa0djH8nRkx3sjhwzjslwY9gmcXV`o|NgzRv$LzKtGm0qr>Cd4x3{maufM;4 zU|?WyaByg7Xn1&dWMpJ?baZTN3=9U3kB?7GOiWHrPEAcsPfyRx%*@Wt&dtru&(AL` zEG#ZAE-fuBFE6jGtgNoCuC1;8`0?ZC&!6k->l+&zo12?kTU*=P+Ykt3XJ==3cXw}Z zZ-0OP;Nal!@bKv9=-01b$H&JfCnu+;r)Otp=jZ1a7Z;b8mseL;*VorKH#fJpw|94U z_xJY?4-b!zk3YW|_(JCZvcnr4XBZf=(5FAx*v(@z7?_tZvXTG|kM#WvqgRy?9{@<_v zpSMhR;Gqgc&1UhGXCDn8CG{$L?_Hcx`}}8%k@6_h0!kFY&~Mxt43P-kFsJ{M7&pWHpPgD31q@z zRpw47mYvBTmI`xzj`2Uz9;R+8ABjFDBUEoMRW~?QNW3}{b~-KHRC`Y^CF*r?sAs4D zYj#$&%(1XXZMCcZZf8^ExKZ||8;Pn`4k47zsxL(15lN7m`^ef$bqnR`)rkP|Hs_RQ z1kR5SGBG2wWg=Hu<6Xnbck&`r8V?^=b(x}De7wj^n(`LUWn&?EM+=XA5>pbRSGran zb$lTE%Tk?#k}f@&ZDW*BVRoeL2MoFQrFh$UiZ_AVhspd8{Edw|@);)V{zhQtt?!sM z+Uoi0Zh9AVd-0Z7cFgz`OxD}1tn2LNW!pB}m0bpp4Z?7!4( zkLu2C5#mslbA_iL>ZBWf9KT<&x`xHeBIkTcnBbGVk&tL_}$ z>|R`#-_W1_BLRt5KsK%|{7j~Z`~FKlzaDFf&92efeG*HJYirqI&TH9NF#K|nzss1h zkaC#aMr(d@Bq5ekc?5F7kg3R{yINE{nwU{}`i%DZI+G)TOM#JIge%8~S+{p3P7sQGi)NxV-2WH)Yg1_l`lOA`yu4_ z?)&rtTHsD5nI>eRkxD;@ag71|9?GmA(p??Q_Gn@k@JT+4?dRlwc$Z?zqHCdEu# zXRU6Fg)A50R+96geQVCt7uZg7m#$La+3vQAcUzfOi)0K&{MuqzBw`1~ZQ?f>N>bTirJBY>7HXmlx&l4_gU%X>R*J@{+*ba?U?s&uQ;#4w`t8smw~J1R1h0Gv^KXJ6S}0uM*Ft%*6u9I z*DTu?lHAB#)3{a%=G?cSmw5Z-9}wfNemcbt0o77kh}q_@JSIdZ*F=*XIQkbJH1d8u z>3oc|uNd;L#ddz^@^VwmtkStlEE8A#mU~`zQuC?U;5?l7uOte-CZ@JYFFRJHl5ds! zH_;RcoV)V^{!APR4j@|_fQ0SO{s>;*sIeV3Aj4QH|i@a6-BRfe%iQ z+!*D?*3~4Z&M~v8QfKihNaT>BRz$m3Lv&!qP<~|WhsCguEqTE}K4$B=*tX%0U35SA z<-=yNG99vwf=1CASn@zYd$L`HE7n8gBpFYn&9>1H>^)%S?4b%d#S8hCVATIT9CDaX!vnh+ zW1)d7&#yNV%kM6=WV0sL$>P57cs#bs54>3yLK@2f@7qwfZEhROhy6`z5e(nDt>MkH zt;=k0W3Rm4e~?6WxzVS^sa=)Jj>N}DXhmz$yc1ss+>O&IR?dEf?cue@DsfA=#_9;#0={!=t z)5!x3`&kNYCCIsFFQ00cBQU8(%4!$h!b}hvz!{AA62f#qaL{7I&#WgV2z_p=){XeG zAt!%>t+&rf0N>W@8?OQBDgjGE-#GE#JxMJaKUG#uwcr)gSF4bGA3xyE>zJ?-^t2`@ zfq8FO%s-|-=rqsqsJnbwmzi%^d92-|UPAGzO=^>5uKOM5=Pdk)- zyL9SrB6LFORY?Ot=bCkqweRbj@oLVp>uO+vE@b&?bY@Hrgj|w$hx`uqKn7>BOwbCZ z2#$%mSfaA+0daEf*ZFf@m(#^eI6u|cZX~bO_XieSyG59tQ|u4bBy%*BU+jpo!>a$|s}s^m!^Gu9PNzX~a-zIaqy6x?PtJG-7- zbU$O36glA7j;*?$3MoG|GSYMG>rnBlqSi;bfnz1}`=+~4FWLTlOBy`Eb$@vLxmf=> zsHaDsk7?j&%SxRT_n`H?D4)sHI{Rp>=ZBCzQQ3TGyCN@qp4XZ6D9Bm&um7v#GM_q5 z!XsDC!1u?Db=TYvt#)wMM9Nt%%RTe>Yre zvqOncbF>${Y0Z(tMz4#`W#xXa3^K+wIud8&_jb4R@kiD_8Cst|&F?qh^9SR71GNu} z1qW|_sVZFwL*TH_aBRwEg;4u5&jb8EacPlb`Acsjc}WR1OsdFpo_d1WZfWx6q(TMj za({)S5E{IOH2HH~J$01LQ%B7qkll>Xk1sz82-{Wo3CZTfI(4=eQVDkEgYtF8i3%PP zUcbI5y}ohOUO@1zgDAu8A|45JvCJH|GhRI9is@?IH(^nke4u}+ytOh-qw0kQ1zqSR zpi{Y2GT(=+_Y`63_bwEt;}}x(M%qOd^mh#MpOc@b`nQ(vMdisfK)W4y@ml`OLsL!> zyroDwEBokvz&PGsq{eflXLZIk>*^!^a}y;~ zaU2W}lr9`zlL-aV&07c`4!I%)lahL=fx9iBU*~ul;{SiUnks`ekF@Lt)TV>;;Gol9 zx(>dz;)MTot9z9iKc&@Ez5C1x@JIN#rBjslsRjfEAs~?KyMM>EzZ{finr|mQ0eo7h znt{CqIz{Q9T%JPrSAkXsKpFC9^CRd}n&0Hy|_AAjxvHY3ztHt@^uj z0?qk4)21W^ZsaEX)`VHxMM{y%QlGg2`gr+YjQF`2k^O!SnQ0sA_gAcmdI0Mdgw|(`o zW1t_|m(3=@Bc!ISi~{oVxgt9Einn)Hi?_5^eKwe4t#x#{jt5tLUCP=K#ZfJ{!(ESa znd5a~eIO9ru+JK@NQwzSW+7+ZuYTH73M_VCS)|qm*^kX*@14?&3ymVi(K1XMc@QvB zEu;9VHSaT8-ayuDZcu)s6`qcL$Z3gDt|mg$jC=Jwx;eWKlw}bwNJWn`EVT%yI3?rSK+F}w#g2gc za+AzrrwA{=NwPo0IlXv?#Zq6-}!KCjHj2OJTB z4www6Wx3Ddv|k`FE$$$Ou<l!&E@gCcH;0IyI?w7bsXlV?9JIEveg>#*-g3ki};jFnV;*z z5VJw8a>_g}xXeb;b2qcb5lU)H_00Cp8!zfS)t}GcBHa{bGf)U@0=Ymw+aK`K`L4Ol zBpftx&x5=o{Op+1ssp!?cL@=02eUw5I{o_1yKD zSS}mz>1}%Q4;2_EiQ@-|AG2>|vL{6a8cQgYMkL?tp@?Jd4P@PdvdonI(@)|veRwo} z9Vzfg3nM{W=&P1xHIe2lj7(wC8&o{DS+~Rc#o5YyGr+cSLe&=!J#A0nsQXt6%vOqi8z!OU6>(luP4oP9ZJZZKJ>Fe8n#Sh z;Fd=7y~M%t<4y&c=}|L8l1m$Z!)Z!+v$e` zh%F;Muu&Fn)6q*+4eNEk()|345WTX1<&u)la;>0vm>9Zh#1Jm^+S!-sR&)*Pz)KzX zT^fk#eLl>gSTZIVRR2Ls{2*A%^&dZZ#SK4XvpXqZoH zBlj+*nGI%YFSs?J`MfktxYt)-b{~FMP?OL*cTl|GeNbRZr9e)IKC%~|LoI{9dw%q) z2LQ}^oRYZ^Ff&o8%>*sH#$8N=;uczcE?+D)KX~3baS!+_3!ap`{IWm;KPUr-L9D!n206dF~5pRqr~4 zH!z^M5~h=x`@{?ogKw@ z9)Tg8gUD)PE_*|KKI|g#c2>+{j~`(`0I$a4`kg-R%!Q#e~HF`SGS3M$cYK`_mIGuW@(4rJ)a z05J!$RSI-M+y936-RlzqO+kzIUfQqa)Jd0rg=F6FY1nHsx3ITHx}D5OFXs$7OhJ1< z*`?+~YlO+jnXJcn)wV;6?^-lAbbG)%!R+ z9@8BK7hCw1k;SNI`z;&VO5S6knohJdkU}$$?=>`@UqI!vi|9g-*+oUhqWVn#+1$@? zg!`29SWOac%(TF-N@WE?J(M5%6G2DtY)UIR5%ln_jOp!a%Ayg^T&b)un(kZ5?JUdU zE_Dqv*txMLSk5?(e)-XA@Hf>t$+vzI2ww5kxXag7vjKrxWoe@5uti!qq`@etrrgr+ zop4Zf8{O)s=X_ZmicWM5!oZ@TTg%8zO&Ttr!86biWn^2PssxS5I`TTDEyBkJ4v!fV zVQHFJhJV(s(5H;jZcy@#n7ep8Ma>3t{`g`9&8C;6@BQ=11Gry9Ss!HL7GMz$6y0>U zC~g+u$*f?yMKif8L5b7$mqdMTJX-DNFe~nsE1S_w7GX*A^CV8xkZcEEi%@=e180nr zQKO6d!*l+mTrAp2Cier67IN^zs&`un(dW=ps(})R@AM<%S4o%`K9{l15=6FTTwDa% z)sL07W1-GzIXj^-eYjZ?0Ppx+AG}?E(+$r#c!No#Fy96p8~{7eb3HAcWiqCf$YUzo zGa2Y7<&qoGO34qjix#d|4!#Hh<)@NFoXa=B@u%mC-E@0s$z=$n99Pra*T))~E$h86 zi5jjbINHewAHe&m$Y2>urRNrW^DR4{HUyN6srS_YHDZ{{MVL{{sCkG#9F!>Z&AZ4M za||!V8CgC68KW!`-nPyxTMVqwKJA_FSyEpHU3pf}hHyU8cu0bsz>~2|%y#ZS_MDtX zj)bOJ5BN6MXQk_z+4ekr%`+47j(4wZBZp!$uM=(iX8B3g4VT=ehKN5zdZ42$zh|G% z>9vOX6Hg|6v?bfTiD`L1dQPqP0#hD`XG0u}*>Rs&W&yAGrVhHW4Su-acDgD*Zvtsc z&PpZkU=}&ET3Xratn@Kx>TycM`R>Ul#uU8zMl*EOaH*w zOtbSatsfxH!8D>e7mF*=s<2$7=v$ z3SmH~6IoE_gM?$w?F1eVG8&!>NPswl`zfx&HsU9^?*rveX)lEOmX>5$g*%xvcW!bDpu?h)&~4;kpH>s z4;g@c8P7G_Y$X=OQ@kG%0DHENvU~c75x9p-%*K6=4`|S6>zM}_FPFCl| zI4| z>Ul=9NUF9#rMDG8r*CCaTeFWq>!VI}gVE{F7+gMP;=NwCV)Yq&s~XAadkI~9-d8?9 zg~m(S3QwyuT?o!lPqxQJQOoM;?Z=BoBK#az7H3-e<0W)MD^=$WoptJ~I?eA7=gejr zM}__J*{&d@E_X#esJcx|FVxi-Aj2H=(ql|NX38Qrl98teV(AbOPz34Gc*JnfjV7w8 z;&Zc-pHRQR;lDurr4!XNa0MjI83^~4t(>i`W%Ll<2g=k-Uw>YkAesXryWoX8Mb}G( zcM+aH1j@qm!vez6BboOhNc7-|`@8K|B{FNVv4b z*WpHE7j@9P+9cPKJF6Y%1KZQDXr=U6XQ~paqE3SdX0NYD=NVqvo|qYIj7{R$J}%&Z z9z6M#L=1J3vc)1S*f?fit>}OslVayABbDqb`WP*RjlZAeZr;y+;Y1VvQDox3c!9fv z*m(TYNIA>7NMG}9^rJc`{}>C@imv)gjMf-w!OxoS4@JPl&H-_M7n7*U*!?ng-{;#_7 zj>c;;(NFQb@d4D+%ie-8^nST{nJ94emVIc?l1TcpxZf4)`*j3(E_{^&yAK#)^-8`` z@a_PS$(^iVoviSgK*|)pNfzg4cYL!?T-u#~ZQ}}N!)!?22^B*})52{6Aruf0ejaw5 z5s2$n0jGdsNk5%*?J-1suA7?lXRB3dKjp{IF`$_}#>Phx?E4RDpc*`{M`Fa5QER^N zw-+Ejo;Is!p!MX}Eh=s08}b{7`urtqsAYAhVt_5iv=qX3QYARfY<&VAUL7ULWl+wULb`5N<|lxG-M3 zZbEzWgtT53>H;oqi~NR1f+k7pRF?5$u;6TXN!B=dkLmBDa@0wYl}0vT-vu-H6T#mx$(k9i-w^>Q zlJ^|&Hr$a7HXkw7+l|^aJLCP8YT3{Z;`#ZBw8`I;XM>!(5Z6<`G!d6?4Qu-D_cx?ez1n%j?;b3LszUD?jlIqnSYo z%4!J8n&sv>`Z`Juj1IWK$mh5xSwRoNG2YN)?S8#|t-)Fmnt6Kk3b0+$sA<-(y(P}~ zEOb}<%dnZ-C^RoLjt)l)mh_-em=m!C6-RO~!pJ6t#n|9DerSM+!~itE|!TQbG9*fSk---9QZ>bDD+W2xa;-Jod9~1PvOVWo*G- zjWWR`fJio+7o7Vgh%M}|N`tsW9_mDcwZDnjP5D{VX{Rwa#ESzgfMl!*Lx{VNn9RZE z5S;VAF^Ox2Yp&TJ*yt#Ni2F6eVrR9;f)g-dz8B{20n9`Dhnz77h3wVwUSYJwYjWTu zGq>zAM^3aDw)1KyIEON>apThKYE)>^q?5=kQI7*aEByJnapSaJZr}D}YXviw;pe@z zFbsqYxZ+dQLUtW*az4N;&oj544I1n-D$u49tGrT@Ri7cLK^{@@jK zHi07n9tvfh)XJ7JCuT}d$P#;_NP}JDRN~I=8n>Q8<(%^_yc+2}f^8iR?S+&tqJXW}hQuFeZ`end%Dobi3BOvZH+L zG&pj2+!)9y7vA3;I`pel{@z6)-1m^1qWyGPMWWNJ|O_qnbm2C!;stbP<8 znjuKB-mE?Z8TPh<@{8Ni?1EBcQ=|F93%tu2f$HKh5ta9#8dLFz{-6#=$AuYYxz`&%zTM#v!e6FD0+2?UPPXp(VoEt{N< zb8U(YG!nn{=t!LNWXFtDXHWv*q6o4wKotIorX;xgMy_FML_BbM=!28E)rg|a#hS#v z0HF|H7m9l}7IC5`)oKmFBqt87w?T}S;(!7KgbV;3bqzpX$ED7l$1RadFGWx&ew~Y zP114Z5ZVeJ6pgw`Of-YH`4(k}O8jmV0iXlb6g&L%ARNe8*ZEQ;mDgb;dTo?6{xg8R z*ifl?OBE|ljR?{raT(BiPYoOlREq3CYNCIEp2D>qGOid1oYtKwt1`UR_g-vagxf=g z_nlHnh)s6_5UaE~^PwoE`REW{ug?54j~LxG%H146*m}|TAJM5G)hbR~nz%v(*>|!- z`ozz5_3PFa4htWJ(m?f$2(c}9Ux}%8jZ5Pw|74>%4aiM}-!_4oHlc$7UK*^wseO<(LazXTQxuR50VgPP}r^=6tLNQyp8sSDVc)fU1q+LJCH!q ztZCX0Ll@MQaE`~TJ*cI1d1Q^6o~uwNxy48k`U-G~kje(#q@I=-jC>6SzTCHPA^pbo z{rWA`Q41Xwf!Hny)q%W&ds;&YlEQ;OH&+&}9R8sYl>em=ytoow`($8UjQovNwfPX9 zHB8RoGx!xEFL=E+(slZzzE{ud&GLoSrk_3TS>)^1*!R0QNP?=fU!vd$Xj${1dl=C9 z@{GY!M|GFum(7}K0awJOmeoKi&bzowUs#YK{XW7{nT3=ot7tim+cQ_(x;-T@un-=| zHwr+XBC1!O&W+3U)*V~W#bSqi?--tIf(I&1@zPZXmPlPUGuzhWgW$$i9d7h830+Jx z9@sB@Sr@Imc@Q$t>)M*Da&pAU-xWJoeD3W~^zNoLJDTRFd)o|K0U00(5F28@jR<6w z9{&rz-v*a8r~mvWgHH{ab5?oA%Bcksh93s!FwfcIiP0*7r_Te&Oh^b69cdsh;t>O| zbMB0Rdi2L7G>M-VMx!8N&yP@U$hmv_^12s0{co7?T)ccZ%ERZIpZ5Qqie0YAY)TG3 znjMkZHG2;cZ8pE)$<1FMxpe*=d%)HJ*ptBiI(V571 z1U`^jlFojEP#FWuIX#~dQ4O}&7ev2DlUKn;e&(LN|0Y*Yb8f5Ax;I?Ooel6#>MWzyOxCtfkFZAK=n? zz$K)o@fC!y{SN(1V9klO$5WJQ41mlf=s@?Vv`r`IWG3=is-~s2Ok6G8YihPXrOj+XblKJ62y_lUFU25 z$O+VX`%;e?CqDiycu=adtoP6+P(E>XS3LNFHi8l#&?jl8FN&8D^coz_j+3;&hSO%& z_|vgY6U+&H;0xr3#9pY+<7p^UK{ArAL)-WOGB02%$3_)cEX^nvMS3gA&duD^FxT!S zIrEq-xtV-pf04oila!Qdh7ZvextgQL2TqqakAZdW(F0(}Zj$NW2{s8*e7rG&@%(Sl za1^|Mq=B3P*j%G`P1^;73b2Yu`okl4khzXT(-bjObUe;qvITTtU^4N-(=H21@vkH; zd#b3X3SO|Xa&FZ5%yHS`>zF1PH_BdL2Te)h0GR8&F4gD-G8wu2A?&bpG$`MxEUU>- zn*a!^#7{+51>B6G=u+bD4@&VXxs*HCvbW-K06H0&p0~6JD?%&D6ChS}Y0`oM6F`BK z3Vd0Vz(26>64QUhzD|FzZ@`2qzmgE_cqr|?1|k{G$9LFgv_O38e~LPBBED%XTQ4Zg zQk1Jd@>zSh(a%)=-aI*WlRf2RT-#{wMf(>JvMyHe69&e~D2KY)pH>q*fPD4&wnfO1 zZpDzTl#8Nc%EKqYSzyvk9d8U-^(@1yiHoTTq9y1L6L++31;P+m?^^>6yKI1c(GMI` zAAVfwj>dmnFz>@WGjoH!8=5pE65fIY3Og7eHAqpQ{Ap_4k0fp>ciEP2|i2HcvL#f5qY+b;=f&dw7?UFDmVZY!>! zSef3<>Wh(A_gsE2&UP%DwVqEu=czx>EMPGx%tDU{4mbS+%b#iR3Mh&M-H1mfT$rXK zfWdI4fL74IV1pqH`JgKrV)%XNPsz*tztM!OlC(v=ziIcj@Uv1Eqtw5!N6LngCoHkJ zc5ROUBVNJpqL1ey?PsS!(pDplz8<6{#*bon3<9~h?E;r^#{ReBBx^;D#?i(@u$rG>l{EVfq zn0g6!!Ct*uT39CwpJFVHDYlqRZPgOpgBMsojh6WiqNB;c@F4v?Y88( z9rtzp!^tkL>)_XG@DNxD&O(IskJ<$P=uEc?(w0F+)0Apbw)-MvGH)zKX4yp>&bstN#eJak-E|9286u0KOK%ANTxVIgYU?@x zPe%J#^C-`}7IiW{FD1wFkC|Kc;k2^*gf-AK~))k?;zq`+IxYM(aQq}td>5vI_9Gu)L~hndjf>S5A((w zpzE~pckM?N=C9& z;q?qa!Hc&^U7)Y>JmDxk8aPR3G$ZBK`LDq^Jz-7jv2Di2V9eiOn_P124=PU-@t=sf z1;pfB%}#FXGtCkk+CCRT`dAQiZ@Z|>V&|frrK1l95PV2PZtnO9D%l08M*kwKT4#Z* z76a`>P?pf)M?hu?BQSA-UyNnFmVmpZs#W zMH~*1Zo@C%H9Fo2zo5*G*dRcn7KJWTSt;CPg@YwyMMyhGwWpghALQ24Rr|3%oh``GeC|aGy(MkC8v#C zsdidASPwtVN!Ouo;Xv+3pJnOI5;rMU*I6BRmUZ_lxiKp2DguNmI5^+&V$-$6Opc0t z-V9QPewH*a5H~ipVd&{{{W0z>JkP9!^${G#I9*U0%pz%Vq=ETm>bGOUKrf1U;48!C z94*$pU#zs1q!1GYomj*N>x8|A#aDw4xy?6{d!T3xIimD$sBz1(g&Y{g-Aii>kalZl z=FJAlc|jcZ=4%hA5KkJqdB%$-w_T`W?*_iKd zMZj?$st8a&CS>JV7{L_IB74KS@9ALcxW+PvXS_Bj*nMxWp~LXOhl691JeZR%tGM2S z;N7U056WFH!)2jo!VhWp^KcDo7nRO6NdxHiN!eH30(w@{^y4oo90 zU+-rtu^&$OCs|;i{aZbeQ~`jbuNAY#-FlAAQg8i>JynaA}~(}##ZCUd-bs5mC8q}L!-wHtK2 z@}umQ1|#^o2lm(mO_%l$e{0edJQ=x~nDG`=iijb%N8B1>w+SpaAII+)AKWA9#g~N5 zF>`Z_)_!Jy1Ak2F(0F(9qzLS7viR#sxj0KYs5XFVuMuwBGGQ(3jn$;GndINt**SRS zqy=a$WG_~8MBJHU#&rv12C#?h73s(TDxhcL&{{X54?@@O?L4;D?|x?K&!nL*{4kTf z5v(Y0`ew#b9+$Vv=D`*Ui|vo?0JwxBpNY5czOwkuZ^mx^xRi*&ODxuRZL4VKgP*Vp z^jcY?BMWGLer!T!sGp|7t7*Q;VRGGn>G-EFgaRWoE_!}2KvMaNK|(y=gCfwCoAGV^ zAMm-ZrV6GS$wCh_2s+YfG4odYG5w3tK>j+3cdx`XfUJ-=M2b;*#{>&^)vqs<_oF+X z;1pv14+v)iPP}Ro@{9Ogs)jDG8-7+I+%+rEBS09OJkXP ztS!l(G#7kR>={%)*mmWl%HLEnM(RMn{}S-j@YIl*e&<_B%S+{IxR{4IvwR(sy^b#d zslthS0byB4bs+qq7!?cn0Z{Z|&0bX7u0 z*Q**k!Wz)=!)xw)yWPazvU#^`3|KjeNjmBaHW61VAA#Ss9*@xFPpx;Lgp71lVl;n% zqBsD+5o-3Gh;!JhPTsiDaYLyvnrj=S6!G)bEpez`sW13d(29iI1WGhEP8%ZBcNgYR zyi`U2TS96OoY`#QHZ%+K**KE|Xt8T*>N58S{;)E7geO);svFxn?R}Np*<0_Lz$|nU zAut>Jff#C9R1IRBA`{tAJLnxr6}hfavmAmag+C}4&20b$mCi9iX9OzLG`Y0#ZRq)9 z4hk|FEMX0go_~|YlQiM4CFvjYzep2*8=M$vE%k4V3sWv{uU;x-%RR{xJuk|_*)3di zOKygLUSLE}wmo$`*4ck(6qFEPl2)uGzTKSJNod?omLjT*D?2lT_4uRP`uOhQlN@2@ zFyydfjLU+#Z$yhJ+GD#2U1s&e9p5L1T<6O~88nHBh82QncP5EjQ$r)uE}MRC`qsTO zS%&1aSvqhOkO#6T19lvOs__*)o_1~!G?FxVpNk2$J- z-k(9~H}!&w6QW4zQKNQ`x^Fl<;ot7G@%(nK`(j;blZS%C3#}ua)u21cPu405H1ZTr z|8j|6Tv@~E*P4HMrl15O4!P;_J6g!64^Ic_J}ZDRVo&M2{r^oT7((nIU;p+3{601D z3e`($Ea`QS80kMK!zk1x4!U1j zmOOc|*+m^E?AEdtrFSx*6~A@Y~2t{2J~*2P$sXhN1S1-Ddhs z=N*wFX)YCe-49+5-?#aRNwQYl2JmC|!`Q118xf6G+#GVL8bg7jJg0&5XL<1;TC0~} zIuq8JXMa1VEOf!EMw&)h9!$+QC^u(OPPY{mZqPkMMEP2U?7dK;Qa-H5* z3`qIVxWg-gkA`1>o0L?m+nnoVPMPT4*jX9&=Dcr;cjr2b3#|z*Z48$jJI!fLmgkgQ z2X9!TlM0*s-<0G$4^{S|Pn||^^_z(w1^NLVYHX)>V}%9sT!}~$m;QsNnP0n_*D@tf9)105f#`8HCJorqr~K36+<}bdEQGM`NQ*Vd3tF*nz`&R=kt3*OtL%<4HQBmU z+UA0-4%rKTNsqq^$fh;wG~qr$xXnb|-oG}jr#+P(7;fw*bUqIeDMj5I#Kx?p z=kF66qriuHpKj^e2LOYx>%RS>AJzR!ZT-8w9cQ-0$dA)=q6oUXwQ}AhIcxr%eC`!j zq5CQLC`U{P`{!ZstdOuTr-zOxFO=VM+*>v#+6=e7;nm9J^(I_|H_$|kwx)46)c_MR zK8|=Rj5NV|CRNM^b(dM*WoOaIP;c{17+c)VYygsV%n_z&ZT4)K3@QH+jD&tMtf-E28n36ugFLvab2AF!f5g@X)-v{{yK% zRxWiT-8*266CcRXVLtWUa9&t(Jzu#V9ld3i0dI+o-TU$XS&58C&g;APa z$OS%pMR17F@|U@k0U|SB zocA+k2qCQN)djCZl{&GMTuF_oBJyzT078IQ#y3KT`b_-Kh;@H6Ko`K#s*jO;0)@04i>6uVjg5;wdTHRf`58-17i-t=1yZC(1`MU z$@0lo!@db6Ux^EsM7C2Sxu((YNi?O%l}p&{ zD7eitBhoO{EW6>Lg^?o4=DiMb@Th^!aV9~HQR~ILxIYVd*`&m;#(><=^u-A?!TBlF#$ms!Y3UtoVi-l2U zt}rlRGgKCjL#+6;AlU&ArHfK53yJ?s7fJY(o{7%J*TbD|CfB~!{?}fzt8yKGOyAY^ z^}OVYEv-aKqZFe#B+}w?fBZTt{F(;xW)Q+tc^W3w}7Bh%y5urVqk$q}J{xz<>=cBQ91{j5pDx+a3Q?CZ@fsQ}@fwT~_lcTdg4ztab zNUxoewA(37v9jECJ9Bv^NMWz34tZ{i7TuSw4;22~A^CodRYv9CK(PRNOXdiRXS2jT z`?k6WtmS=lmX0!Se@4`Ct>U>vROAxtSwB8??P|(Bg8TB411I6NBUEX z$?@FJFL~fXEbQ*|Lwa}N7qc9#YwkilU2`^N%jn-i6*Fg!6X~er-=|(48kAyLGv9)< zbo|jtCeeSNdZEWTqXX$X^gmkBZcvM9)qngui@q3+pAkxq3fu*+)S`Ipdi9oi=-i(X z3hhVG=K@95FSui7%=_z^2<_!DPBNJ2b!IG~r=P$!y}goabi9?-oaCHbms!?ij`6z6 zAb2vUHO;YLUpy^&WA!B3#c~svac%scs3r9DD*3OrwJ#WhQnO6oh3Y=QsQ?b1X)AZ5zoI-+4uav}lz;FrYAJV)T1nSK|hZ=A7f{7OrA*p-V zqcY9ZpcH;MibOZ0B$twiBE8ts-)3KChktqN0h63_L>N*e@j!5 z_VJVPqs=DbV}G9&;v)y4vYQ;+#Xd-M^1 zaO!j!w2qU)O|t=I>EZer++=^#u@ezGRBGy*R>Qz z4oNCyLY9(zUR5sg{o>OZL}U1L3sQghbQHvp7os>*9y2AA33`0EnPOFFL*yNRJojqq zP3!n!#5B6?#5o`07E0}->SiSmz_3@ujy$AVO}v|Cdt)GLx1}pf5pRhPX^ijOCrE*FJ0Y!A@DZc?HSb>qG(WTFkFRI% z5ZnvUR`?A`&J(*?eeN37)+%%g-2Am8wLg$!{6b8Ypy$|s${V&wN45KD0jkylFvCvO z)p1)(27p;`)awll0S>@RPH+InVTxM(?^5x9ZXJUcTbu&T5lnvvj7je`Ap5r+@JXuXABTW{d1z4Xe?rgVea_R__@`A!RDo&z9BS7o;1_Rt4yxY7Xx3( ztdz5Ic`JtiY<5fs6T0ab0!w1t3_BihJ%EVsB&*e9$yd{B zdF}k42zkE)_DG4|=8`aoX^XF6k=B!_jQ+`kS~fe@w-Zl2L!I9znra5Pc;TVGU+Ot& z^K*eKoEUPOxy&zE825LJG~0`+Fx0$J6P$jrE{+v5nBWJyRnEP%l8s;*GdCh7m`aHvI97Uv?ih!emjUEEAP6STopMgn*5k7)K%tQ4OM2dW zIBEK!Le#$)dcaQZ6;45XD}B7QJLNbSNHYG7iZ`MQdh5a2qBH9J#jd$9va+rQ5W9Vq3=z%L z;BG8;)9>_}sqd0ohIsTRbrpqu>=H9;F_i)~brFiB<9v-g*~l$nFT`mdxDkC)Y|ap` z%DH0`>Mc&ZX0R%`;wAwI%VYeo6ZB% z6}zn~Mn-&~S&Haz?G*10RNjtI#D9hJ$8!FkX-2i0y2yC$KyeRf!CIA*Z&v@ARIJkn zl8Wmde@`kx)&Bs?o0HoAp&&|}=h(#(DsoI@y-KpRs)H zvc-8lbCh>kp@xG(XQ?h>@SMNNh^U1Q#?)PVmhHbdxp^+5uLcUQYlCCR}@zg_?!$YYTVOg}tMoC&d=Vq!)3f#f2;91qLN(0mu zm`Vd7nvi_}D5{nH0*ah_4e=9%BRUgh)`+eUXpzmV`3IMW7x^DNqr769BL8jv1~_N@ zIjraGM@?pJ?F}0QrX<0WT>1joY4zgooZ(IIzz*f{_uJi@UDJsxn|L;qK7N6nIU*Bp z<#nD}u%k-RWhDg#uU|mdw88I19t|@;)|^z?i~ip4@qrJrgSRlS)6@3g!)aR@o>g{B z8)=Q+M3WAJvkQF0dOw_8U*>KOEMqBpzfOyj)XrJE$denyeokTMkaEFV*_(Np>2fV0&8=$olR)}j%1rmffFhs zui~5zrq#!4yEbx7IT+w49{G}(daw2r4gvKEqHTk?3aKvv;nMp@7c%Y+RVFBn=*h-9`}h4~pu>2tC{&+q3vhbac;)11v_u z#F%_P0V;YLA`1uD9`ZgX{gzg9-qa0L(1#Al&Y!9U=lJsSb^Z^ig7CzpBIyko0RTsM z`wlNkN2zhMfD&|86vXoKBjqqO21zS7%xKs(!M-M;ydYx8n9P~Act=A2nVi4_J#5S~ z4V>ssvRx842W8C5wKWvD?gLaT=+Xhi-k{P7CEq(7T-=pJiILA&K^L_ja=*GhVO1e) z2PF_eY~>fu4s-5Z-?dC~1v^=`aw}+@SddglJwDPOan1ffVZ*^+3m`SXRB@jKQWH?J z6XTXXrdj*0=R6@p>+bj7)A_+C2yVs5w(iQ61O$qnuG3p*AP$f=b*{S)`RYHs&@r=+E%af+TUFokhKk$k#ctnP{*REywTTN8K&(R3C zmGIm)nWV85)HJG^Qpp0F1FXq|4J4SR#=ML6GyyN7o3Wyk0V~CYHruIqS(ti^xsd)cQtn>wPd>llq zjqqGnrSA`?&?kVb$eJGGzz}!=w1U^Y2Gq$;JpdtT)uamGQQu6I%L#GjpMbM1TTgKM zb}d^?72fE=Wz%2}KS4M25x`tda?)$5G8%Zt=5zL1U8GhS@s*&WZ-ux_j`?j~aUM2U z+-E8jctTy-;T^e`OuOC?U--yf-aI$QBi$D}n^fz#@R}^Z^bCXh@$jurN2f_Zcbs!S zc>h?5SKF&RbvIBrUL&?#qM;B+6ZVTlc<3wBb(DtMP~f+<=m(e$m0ly&TH`VGUZ(Oc zW0}0yKFRq>=?OEIhZo9{f%0;CsqKCplk!V-z@+?KOjJz|lfLtjTN7JYOpi(X_S)nu z+&Q6;FKqx6MXpwDbVfN6fNAwT`**%zfO$FU8tNUD&0wV8tj2cbzt=b{Y`4Z9VD zN%^2Mm5;Te9)Kb+s~!vGQ67{><& zp(&~a%mU)IckZcD>X0RjA$p&F8hV(Qzcd)Ls`bjjq75tamg8Sv9tzP%qzWCz3x$O4 z)XB|G224VowlZ1=dRqrhw`S1DtX8=Lg@M3+@2T?Xjb4PTW7pzGt@LQ>)StT5Ph}R2 zWUxzVU@>M7K~tg6?DN-b-D8-oILWtXUXWgHpoLxge!x~g1|=bJ?b-4I9~KkV*nngo zfMiQL?9mk$%lKDkxvKb2M?n@s*i0hWOk?xVAACOAk|fDXR|UBd5Hi$DG8DqYwY_mp z3#`vKJ#8!1aH|xy1!hC6gnx!6p}|xz^`Z9?h!nAX4upfCtjxl&H9ZdIKS{)7uvD~C zJ~6Oz9o$Ob(@7v6AFi~n24`1?$BF;882z60mlZGv32ZD)Cxo}$cDI+x{G)0GdQrEWup`e_`uZ)3%dA>QzQ52ajR5e z<#jNJ4g@E9gcV~YdgR9c2aD7c?Du#u^{UgV!Z}5;5P^=l$Zd@mN*$qeKxLZb`&%wD z`Ey#r2O2U}m__P_1)9_7oz7TSFa;3#$uLvb+r+Dnvjs2YsTTS)D zq{c>p6|zGfjAbA8vKgVO>7dZyJY`^yRfqf zSqVEfyK86%^PEn8W#16C+G`wg7t+$YTFIYW&(gH}b~b%ffJFWyd57Bi{P)Djyr8P! zpSnvlZPdQ1R0QJLKZb*jvhti+p5L+zc+QkpY!VlJH?pm&qAAx-!|Xv5cvJ2Sb>-8F zgwV!Sv20!tecWNn&-O3h#0Jhoe>!|z)pz2Ht?2L{)s?)KnIzS{^MH@Pc$#xky2fpZ zq$adf(xzrV!^4l+Z3_DFy@5{uU%kTYMJjNzu*5*s)hE*UT2rcJ1m1N!1aiHmoAyh( z&93~00fXbwiU%=?8O>0O{QJdyG^K(0(`nI`Nyb=M#9^3k1aQr@aY46d>~y1pX&$H= z15rFm|GYdi$i((+EKC{`$7-?3>u6yHq;;7Irj2FGY%hbda{a|G;I#JRO~Mi<&R5ov$EF zZg+K#%T;kt&woNxH}!N-bMku$C!5^cXo6TJcI*UIK_SNWwNr)4w(j3n#v|L0g{tcM zGn0+K{>?2qw(hiF$KXet7Co97}! zbaKeJ2*lYc(mu09%)4>#Br^|~Fx$O2Dr$C@HnUgNXj%VB_2;OqJZQd{C3j@hDZ>6a z8PF*2SEW!M1N-Dht|dJ`lauD*&4qK{V<^50-1zY#-@7~`u z$-h`)`V)fhaMLhD#{65w%CGj%Wq=S$T({06KP#}+@BQn59V?-@{0BDhEPV##8Gp>N zCt$_8W@}f2Ld_RCXn%QgJu3P9W+v{ZrRwz5_1`zjtR8QW&&!{~=CL%vVN=qc825f; z@1b{(f3QJY+(fhKLG%WPdMt5AlUdmg&mw|(QihukOhX5b^(8__)ujPd2Tl2ah1_7<6HJ9 zdiO`BM2|O&-Q_l%EDkxqA`hPaHt%0?7$Wy%#R-SGy3cKtfjM3Aac78)Ku7+Ze)~m% zkyTAFT*9q(5;)vP37#|O{69Td{y!U)|J#P#)&x36ddc6hM9!F@CB)gVNjevGZu()v z!pVT2p-MTvAo`b|Qk?_b+3;6L%X{qeSQPm}zvQHFs(@sffo9#pyl)ZrNBmcD)s{waNh ze5a&d&)B)zfNsr$lNsozlFHIRyx7xIwOF7K)Ov*X{`@<=o&v+Ixi`W0hx-zIH>c|c zO4_N)2pR^{e(uu=gL^}ztYG_%oJHzzm_IH)WHYX@ovBVC@e4orD^r$X!=ufbk6F|& z&Kuoy5BS%KX@c^rmy7xvbw0K0os0R8Npw?}r=~#dKfOFX(3$_rJ$<20diATk@N%3A zJkaA6Jtiy|Y%aLUP4TQH0WZ?6ee2$LF}p3`yAnQ=7Nv7gm5;6; zJT?(#*e>NNTaoP<9WgSx zyx!wF)G0gd8-I;ysrgPDi2_Y|6YcmSbE$La9zDdEjBs%REF)t z(n%o}^i3}m!(>i#2DUA;e-259T8w2Dlb_l?%__s0=PQd}0VfS0gX987WEc-0jDPFO zP(4qRH)9iRdp(`P*3O?YEZ@Uw*>tU5);#c|_n;-4M!<`szT=S3A;?>%vuvV1I$PUZ zahsB$+0QaE5bv#~;T@P@JEx1vWe*+yn7Pe_qqe%Nm&Gx(=lAiUTEu{B3As$3J%vLL|=W1j+*(2bz3M^D*aXxt&KoH z?BR!anKQ?u($7|CV^c?4R#ErC9ToF4$3Sy?d^8WzbUh<-euiCCWI?^yiqydod2z=K zqBRn(g!7|lTNc$a@Z^FVTKYM$KRI9P-c+-_ZoBywg-j3B*a_;rh{O-p9~=E1BQ%FP4jD;O@EH*!%;mqw$pv4XAWAoP5+LYhaH&wQNnMnqQMI zTi1+%o;1y^S^MUYG$*%?P9uNaQpVQs@hzmdXJ;X?P=?$)WO1wsNZTiq z8}h0Ud2;D>IreInB%gf;#kUG2+jg2b=`mUUUrq-giu{Ee>RNSQg3N|S%Sg3$8aZ8* zG0jVZ>J2x9(%4qqS}w$#5aN8mmx+&5WC!N$2i!C)vH}O6cfN(;>rTEce3WxCy)&$s ze$imiZkdgT>DNS9zrBe7tyE3pJmRsFqS-N}&u1juw&_P_<+GFBS%<}1w4WkMYCWNP zpJ}A|NpIAruw+5c<4=Pfsg{a?kT3ZA$+O_S0O)}ylf*^sBL4o#962x||I=vTzx~|# eze6T#7q>~nrYb`5tbi|hVQH%As+OtT5B*=_5Q~xk literal 27779 zcmeFZRa~6Q*6xdYf=kd4G&n(nHyT3l0Ko|a3+`?m2*HCpG){1LOR(Tga3>I;ad$i2 zkU7^}Yp#9H-ut({@9c|x!3EuKchy_(sH*>X##0@nq#*MEgA@Y}4(@^M3rQ6?IAjnU z9HIdlA{-ptwzQ}t^dC5-SFfd@|H8w=BOo9kA|fIoAt56pqoAOmqN1Xqp`oLrV_;xl zVq#)pVLf>8;NioE*x1-OI5@btxOjMY`1tq)1O$YHghWI{#KgoTBqWa>Jt8F~B_ksv zCnu+%prE9rq@tpF{P;07HT9DxPiSapXlZHb=;-L_=@}Rp7#SI#K7Go>#Kg?Z%)-LL z%F4>d#>URh&cVUK$;tWb*)uLKE^cma9v&WEUS2*vK7M}w=g*%D2nYxY3JM7c2@4C0 zh=_=aii(Me0RRATad8O=2}wywDJdywX=xc5nHMi!$jZvTeECvNPVUvKSMu`m3JMB} zii%1~O3KR0Dk>_fs;aMFzgAOIQ&(5l(9n4E=8dMNrk0kLwzjs8j*hObuAZKrzP`SJ zfx+9iZw(C%jf{-my?bYDY;0m;Vrpt?W@ct?ZvOuLdkYH-OG`^DD=TYjYa1IITU%Q@ zJ3D)Odj|&xM@L5|CnslTXBQV2S65dzH#c{8cMlH_Pft%TFE4LzZyz5YUteE8KR+N4 z_~F9`e}DggfPjx5KL!Q{e){w&C@3g6I5;FEBs4TMEG#TMJUk*I;`8Uvk&%&6QBl#+ z(J?VGv9YmnadGkS@d*hDiHV6xNlD4c$tfu*si~=HX=&-{=^zj&BO@a-GczkID?2+o zCnqO2H#aXYFF!y3%a<<&1qFqLg+)b0#l^)XB_*Y$rDbJh<>loS6&010l~q+$)z#HC zH8r)hwRLrM_4V})4GoQrjZIBW&CSg%EiJ9Bt!-^>U%!6+_U&7HdwWMmM`veeS65ee zclY=2-+Ov`dV72O`uh6&`v(RF1_uX+hK9gk@bK{Pj~_oqMn*dAeCMG5) zC#R;Srl+T8W@ct*XXobT=I7@Z78Vv47k~czxwN#jyuAGD*RPe8mDSbNwY4<}1hT%q zzOk{fxw*NuwY9yyy|c5kySux$x3|B)e{gVcczAepbaZ@td~$MfdU|?xc6NS#esOVe zd3kwtb#;AxeRFejdwaW7rt1Zr1L(FdG#%jJC<0-B@DVHf#&B?t;bbKNuU%8NQr&zB zI_EwvG;6*gnq5J8&J9At2zC+UhQ>DDKH8^DY6CGT&P>n~T-=qtV0u>r?kHEIPcqzo zkIlqC6>+91D-&dWV_*ujXW3Hl@fsQ);}UM~x1Jcky!!fDV`6_(>tZTxV?)o(A4gmq zeM1mV9F5wL(M%i-{V4%AwZA_BMiTT53}ksUYU%(Wz5nOW;sAW{7cVkE=+v~?N??B+ zJeB`@`TzRJbOh>gK!y!2F?q*3AyHaWuhK52TC_2`kS;P*z zM?2v7_*6VNdG`8}@_9{L%}JS$RAIg86=w6m>#tJ!o!q47hvqqhjy*s5vWx6KHCrsO zV{;Uy+yo5olWziVK&G=M`lMr=0@$kDSDFBRY)2lvMtXj zuPDCe*Tqr^O}>g%oFS~_8%vP?w0sfou z6lWhlSA|=8>XhljZT@Ok2CpAIgM4fW8ayF3E7o80Cu2`TZRIEq>KnN_6FN|EtCZiW z*@*@wX!@_~qqSOtMw=Ru3nZDp!0k#xM)$ObF_jU^QSDy8DZ_@eX%{uhK zfhoAEMTJI<1V(tol3-~mHLnXz1M6R2CVUrl)ecUe{hk}evDRV^=ro_g83d$T?dr^Y z7unY0k49LV@o=YW5bHjHknNk=H-Q3p9`5g~lQizrG^(nKxvikqxa8Pc=2+_#IYc71VP@O?JHl+V4PevB1-cJ%!p4S&+@ z9PSe7CT%s}E?j?ah3zdfGM;XjlV0UqpJ#t+v6^Phz|MO*dQ!%Rom{(A-O9p0MPsHI zmJbSC5Nd8N^!<=GB;51zd3;E#*y&WMx9QP-db*Z})~>u6d5*A$Mi-{L5wS%CEAuAV z`MazhuU#Rbh9_S@hl3tR_2iI0&j}BN(G=+pe(|g?-?e6*>zh6N)V${I;n$Ijs4`}YlzQu* zcGF*fLDrx>@+41lJ+H_fyGv-4zz5Vo;O*4555hwd2ee zZL)TgvdLZY} zE)skDZkyE5>Jg@giga{n0jeVw{*<%E%tsY)|7A|I$R-(r?FgWUv?_w-^dp?W!IB=*3lj@$sO; z%o}gUb$N0P!3epToBmec&F+C?$XvWqeRSnHbK#aQpewt4w>_u@8XfeTGGqqUufVF~ z#f_WQ27h)z`jI$nMcLm3r3y-{K0m43JF>8dt5jIoaV`!TR-Gzwtk0uaAPom$SDwro zZkN*|@M@C9fn3tJ!d7P|yBb|DEBWm$`oldimXZ_l+{%fO1d~IGqa2`jPYiH)dUyK~ zCkgd-V$~;9T#>Z^OkNRTmFkooMIQ4QYFKPWK89>`jo0kMC7xa6Cu*|Y^aO@v<=F=_ zn*qWgS@ZNYpyC;0J7C(5Ke$Tw@?`r8iC`gpz)sNcS3k^N zEAeQGPN!iwY(`9TACBnJxoU6){8lz=^f-Gs#v?_^m67f^i5>tAgu7XY_z+>Yy z)8`Y`+%?W;=!`9`4^PDByzQ{-tlTU&76*3%jvgchzIFh^chQF31yz>0YJYL%lX3U( z?xKF*<>-O*_XmvasL1l~XaL~q6P8tb;p=9nO7pnX1K_}?%pgi@rj)H{0q}RZXoF-x4v@t*6wtwyfM&;^O0>LjhY3Qpqm zJ!O&RxKXp9W&CuXck?C)F;rFn77Ob#-R?G#)rR0il7|8!Q&(T;Bc3_J=I0VpvrEu1 z&m;MM;!QHzoi@=AS-HfQ{)01?Y8N~dj<_zaMhu1jP2KY`kio8V2 zY6j06?T*jqM0d#F_|vQN+^SA_Sx5{a`)Jo*4N|)ye|e8YaMY;YaF#)8wX1ST`347I z!Mv5%-JM|nDAbvlUDt-THO)re?$t?n@a1%9d4zE5^Q&ct58O+*o{w}s1ThMjfU`$@c$?iLw%9(UE^0^d)hoKu!KY^-q zPOjTRLTwg447^hgQ9$L#%+zp`p|eK+G;qEiCaZO~0vmA*T2WtY+<^Xw3>0W&NYFy) zee6!ytbR?IZojZ+V(_9mxRREm0UxU?kw>9{wcw5=Msb% z4*kyHf{PQQz2IbGT`>|@&x$iuc}n9+5HylqkyB5Xu`?TQ9o~G?yR?gXmuLT@HUCKg zt`c~9%Pe%HRqn}Sn{kB3`B*(bI_t%Vuk*@WUSns&HTwXkY$22`TD=XsSZ-=`7x#PS z6?vp$sA1uS%M7`y;FU?g-8>^+8WnO1zI-1T)iR+rH6^QP%zE$*=d^U}mK|NDv)I$elxys$VA5&SuZy-=x)aJ2oQbAu zr9lH&LL!=%UvfV^d#41>hOf9Bli6u7zsVGBjvib{o@sRMDYZ^IZCmj7X%aMgV#C_9 zav~%8LYKphnJiA!^D-rQSLYyUVZk&wiK*fwLwm>Vt3zyRPeQikYq6y3Y))7(n~bUp zivjR|;Jk3+Bu|r;C57fB+(?WN6m(?y7ZSce>(BpFFZ|y$=6^rIi=I8)Ub;k6_Ft=X z+fV}2p6Z~B$NaozNfRL8?h(cxws}JR5{#gxDdfax7Ue;|)N=9A?{h;2HnKb|G!A>A zPj3nu<;8SgL2xi)w@Sf^`jrKkHV!K1fNuc%|FyDN>YwioP?qWU~uGn zXyuG#6MpyL3i~yT6AW@TG{97=%O4j9l);jZ7|mi6gPX96V>G~`ujzg;r;K zzU@?14j*l{{k|w*Y8vUoR<;Is$heehchn&hbc@pea8^eh>H1=%^|DW0er9h=V#sBPB1F`NVmV!ahjrg4wAUDV%?nt+v%So@8~l#=xDs?YpyW zs`*N{E<{M9bAmway*Q`uY;J(5go&hMZ8Q5h4*)h~mfKAFh2~t_Q5pis1rIBjS9O0S z99b=Lo4Vuz=iTGTh9wum5zyRuICzx;wVaW33(TwYvS_hg-cQe8CKz| ztSsqKo*%hl6kAEcj68MSnD&Rxwuj7KV8gSjdcJUr2LvVM71krgF1^*YL+QNPL1JK; zFtL>cbK=)Wm9)<6<2r1%9P z2S?P<(``myP@&xLlYE*=$LKxYD$m_hw}9K>!Y(*flpPy86jN48Ni>o2$B zJd$BXG_@J~rkA*k)C7*Mi7m59o%t;&{NG+lO=p z5Z(k-fGDi-FAh8wem{kG`N0QSW;Do|L- z#!I1`uo@q8+^DAnj%Uxw-dK2AhbKn8kR;~5(2fT&W8HdM(w{=&7t%?CI>od-m@Y*Y zeN#;e2+KP2>d%aweU3Me-9SA)%l7^hIqp$l1B9|k8-0W++#^+f<%NsfY_QJ41hL|~ zNj+l6S?vtLdXlh1k?Z7}oW-}0R!cAiO?AXUl3Jd%FOCl*WG~AC-1OrL0kWylg>&?t zSyLP3Re2>lT>qv2wQu8g(I@Y)%Y?|uhukL?Y&U>dDeumY@Rdsrk`%~zN92p|m2XOz zutf)hLF~09yQoWU%SIw>eMR+FZE7|d79wEW=ISINtXrb6WVjr&40GXfYtbik{=kPk z$@==$p6B-0Dx+5g2dFuL83=W1sQBL=a)GxE1Gen{8+96B+#$s&}b>-7EP za$vgY0N3x6LfET@buzZzCIemt5qpJ@LcS^d57nd~pKRJvLX3lhV47*TqREIC=oui1 zzPSL-_|Vl<7S?BllUjW|t79EMRt3zGsiaFScHxL1RGW@obyE5$;k+XHb~}$T(C8sd zAQ{i_vMe#6H)+EHa9H>(SO|WQpgU|lTiPW-?j4(AN+J47C)~jc@&UQf05Yrhttf-; zWZRg&>X6*ADlwuo69h(J`w*UNFI0Cvmx~<6urF;bqgsJLAZ{)@=uIn^%cV@9VhNlxtEQ_^y z4>1PBnl{q9oFYOfLqj#kspiq;*YFP)`GBo|n1llBDi|`0`n^?|9YMwuEKn zT)qM-&-n;PDH`mYg#8see)_#jDKuPhKw$JX=OH$t5HOq@aY=tDQ3u?$QR|V?FqblB z)9mNs*?@fp>Rrz?cAgIhqPa^tuFEo2P(!}8T22XzQkm6MT=>X^i@z1{8K(2wJzBQZ zdn>x3``O0(*H0Nf?ruQ(u1t!*8G+-QFHglHuPtXP_s|+@kjuE(7y>}Vh}*T=n(h_f z3OqRXP}6r1F)pNrKQO`CX`ngy(1I&K1`N*|@n)@=Q-}2i)a7 z>JfXHUz?W&2b?!!dHnDNFOsh3E8{FSqxd<|d|kUn!09;)8}_R)P_El|_A<82!ORK`UEqTv@fPlmg+tv;wp8o z+p?3+l|Y4H&5|;$RsrHuiZ@{QglG?Lc1BUdt7oR2z}l=);JivG^^!2cJ>m3{e;D`1 z+}?-_Xgg>NcnSm0s$L;fA)N(IlC8~mEtg!63AmL}Ftp4sGCfv(HlKP3ArxWgCEbA! z^FZriyDhrz9P(PWa>_jm4bW6l=I`QgZ-3CN{Nc8GPe}Mv-#>z`iG1<#m|$cGMX_5; zWQiASFoELk)}SxmHIwumnmxw&LGv;I0N)sv_5EkwhO+3yWenl~{X14taeFihoh{2FswcR|H*^@YE%t#$2q!Gt6!XH5W#vv0mD=Q;v>P+#|-2uwSfRym^`Gs z1{CQSHIERPT6w|!Wv2Zx9t^Sb833*6E9$LzAla9&QT#6*um>-}k=T{9EapluTqcbH z5ihN?)XI_K!8(jW2Vu6AiJPH&fDV-v|M`iLvB6+ED>&I#WC{%gw~ZLkUQa(sOm zglzT9tP*6Bih0rQIg8Vzd6yQ=86*Y^d4v^ffIoCaP>EU_;Ohzo`m7ZvvH~KWyHpIN z`G5LN+A4Q*=VR|UJ;^(UW}x@rE6enJ57W5X_cch{iuc5=lX%~~*F(hWRJzS80@M19#>8+`-xRv?aWA)4N@**n8}#~4G(ClIDsiK z+vqr;Usm}<^>DVoc3FN}tDN2qCxr*av0S+*1H}LYX83F2tQ}xC^faJ;(>5 z_Pl{+I~@yRGF!W9Nwe2Y6}3DPP~<%lQ}?Sz5JLW}2x>r{LUU2zPH4{fjgzt1 z$f0$TcT+h_)_89+43#f2FCH{^xhp!l`!p+x_sL?GifS$Rgpsu?5u^&;FzAYaTgC)! z9J`Jk*vFEYc$aU{%xq4Jw#~!8-E!fDgPH?ZaUGqWYK^}CdY>d8e>++k*SOxW@TKX0 zolOy}t|fSSbrW*-qk;U8bNtQIrW^)aYrurd@w;t;#TO2zJ0)#F`lMeNLj1Ig1tk1p z6|Nmn6es$yDTNlMLvfEvkMwZ{C12?Hw1KUp5BS`^-v*LN_!t4{RIcth~ zy#5Bta2D!ycc7dPYPCd7q21X9>8f8a39`|YCa2co@pmTDr=wkspXnflR#r;$*D_cE z7zDZF(c6|{0$A>rZAallAp<>WZ}_8QW~1+R)v-mah`Ezf#Bi%#-@M!AoYf^;6TJIh zSfY|%@|a?}FLYf_Z$7xyoLxY4cGsr)Wm9u_W3ZNrTx8eljdV46c2z@SJYM>-G(^cd zahAxjLc(E~y|a{PWw+n}oRfjp@LDv1lYm7maTk}QtymT9V9t3L`gGyf1?dtJ@^xv-@c3bXfIY$0y;eY zU`}^MDEkQ+S(klQmxP9YGhFMPdU?H?2n>kJvBR%$&N>w4;aR|<ExU>kDFJGgY9QVLkuu{<2CUSXO}4< zc&_yHgQ_qA9s>lq1e8j0^w4L|9_!@zfY##pkY!Pz(clO`xFF%6iI9@WozHkbw?#j29$6%w6f}KA*%HZ<}MlbTz zmKO7Sm*!0vM7ZOj7#xj42(A0W)+EG8!>S5X_|O&e_N7xcBrWMB`zXxmI$4NFi5IKw zmwioD|E6Y^A`#gP{An?6z*!sTDWc(gV+C-Q;_Q1+}7i1Uc?gqsWN8vJI zlbg4`GT=xPv8zVDXw2z1CN2@GwaLx>3Y)BP`GCiOZkEcvnG~G%GKfm+8*8Kz9(sWk z9v?k`2ljxmq@&YIrr+PBr0V;`qi6bmK&f_)Q}$2%khX>LpFJRnB59W!M4TrYjJ^0M zN-TCzQMh-536wQ2v1pC~B9J!&)D)o{JDiJJFFnsPoe!%r(8~N8k0W;~F|N-QvW- z(+%_u9NqKW?XK{thZWiPSn3MUU(#JLX=eE{_A7uZES^qxB?vGxK2z6~#^EtIs@mr# zDll~l@7AVj&8ZCrN*wMzwyjjGqr4xiW{z&}Ta*3L`5NSFdq-Wnfa|D+HmEhh$!I?h$KywTG?gQT$h|V^czN2I!4HUvKDXv&r8U?lPl*Lp+NhM z1x_bYT9iYPxMuodwpNu1--~F*u2F~8sBF*$X0DaIp2UI5?gu~EMxMO2S6eX}djG93pE?;0A%v^+moC;4+ zl>*~gMhF%Nv;srz|CO(7*gBWg0@%#PR_5mT-hDQ&&kdRC1ruZ_SZ1}r{Q3RRuK%Da zq$NBOAWtpKUHN?-CNeAQeYbTP&CH?cpq!INXit?j{B&M315Yhn$VnqEyUmJ`ENSOc zh+_sQCjj`6-9f48>#Ns>zPa0ogCkY)z}88(G?4XoWC{mKlx47q%w8{nV}la-2Q=Bg zCuJU2fKNgM8Bik^G!g)eBf=1=!J zs+@U~yeaCQA*ZqtR8=W~-x^!sV^u^432;FIs#dMC-bsNk<(6=-A0+&~$T30l7Ai@5 zZPZ3Xg;Y%6?(KK&#E#jR(_5HYi9iKnXrq#pqTk5DMrruFc_6Ok>ZuQcadB0TIBYDq zOW)g<9()V7zAn|*#n*Sm2g?-dJ}a}zvX15@ePk0Znq6hMSYZ~lf%?&f(cF3R*F>hK zu+l|yYQGp*`2mA8;oPz?3YXG$;#-Pf?FYB2udXJ@$Ft9IxmpQ^02;b(ulv5`3bT7w zOi#Mw)=f@vVYY16;$+c!1jRcLS2WMfRz8fmEO3basxwR0fHT5fb{ZTwOBpcdiz{^{V%J zh@qJ3u8Do!dahz|+wcsu?#3rCsy9UX+G1q@arOBzw4gtquTzT={uSp)lTq-npeGQL zaW&nmqlQ)0X!*0c8GMvS39#YBpmaMQ;F57^bET1>HM7Aa#`d&d`v zVa`-jJ$%?W3REiKN1R^u$7;E@=gyw;nvEzfnt+!8Fs&<+^LwVFMtk=;~w86)^ z!kU6oe9845E*gs+>|vwP4VX678(7Hd0>?v-gml?OUH7gMct43+XxK9_5&dUTq7V*x%$t(@t@~D)wAPE18mOC zKOs2sw&yJyKbs}zqKo`g?phB8?YcifyJU4>2Bt`pp8cUn(`mMTMPmK*(l#3W9EA(K zT%7F0b72$KIzvs-GQo7}5CKX@O}gSMVf6z=KM3nXGO+6vC%T(iKYzVVA*~#faU}Z) zoL6*|N{si@hx5AbC7IW@qO<7ped>II?CX|ZMrB)@N;q77b|*qBOxth(Ff;McrlGAV ztu=TxP{dNssXC9Zev<@XBbs#9(&0E(WY{Gl>ag}MsI6o`hoAo1_7?D*=tz1kNa zx!g>|V*Zvt#Y^wiv@?{}4j$-DJ9hnn-k7f(c6ff^)oJb#c8ZDWTY$-hx+DSTh z;a|}92M&h1FjUz)arX9Wg7SK0=ITqjwBMZ0zg4)9Toe{`6SPgf*~bNUv0e}qb*qlU z1u{H%yeKbj^I93;5kbuhHue3Y?r0t7Yz_p8!fVkxvNXshyff3GMEw|Y;4{)KLBn{1 zcUtwFVD9Dq?p75Y(a|98pknt0c2x294kRYEOrmGX^_j`$JR}i606LEwF^x*rJ|=2L zYL2sCA8@A05n8yFcVcHvq`1IgavLQ*fN^o4}Es)`~#O%Fa+Goi!d)pmQ^+MPqV3!yp`xUnM@-fBr53caT?&^1y-UZR5j1Q zE@P-%9km=3aJNdN6iIhOMxM?vNs2zf5WxRuHTuG5VRJczf%vFfOuIIptFs)}ES1~8 z4X6;>J4GXa;s;vJMZVUd(tpN@KxYlE4vb%~i!uFGP+3m=LpVqH9(jM%I z0ZhfRNs3eQyoox|rwuZ!i_c7fccfl7HT4ft?=gHK1GZCsUW+Z&{TRpbAlZK(Hg>5Ur*u3PxR?YJxOq0GK&CIW#Y$|wQo`wiyfp>H&hX`;5lx)cJS9#++Ywefln zM&V9p8&y>2=MvCdeoBb`Fy|*EFDhIA-49Ic?v$^GDN;`TVz21%khdvF%If>r5gm;7gMpg3XLL4J9i2otO0X8MMCI{zwG zXEbh^gsv6m*dgIpJ!YCHo;Sk5)VfsVY7A(_(Br$*M6=@pqV^3UmZV%4&39w za%=H<{R9^_$}slfG8%w9>>TiT<)!GbQuB6rQjaizZX0E8zgU;P4phBy8CcEEChDlt zk9nyIe^(4LDJfTX)AI_B%;VIh3-c94v~z&0_)<9A3Ma`Om`&U{@|UAmFJ5;FTyjzCnwMu zP}t=Gd3UVl=z5nOeE;<8x84l}8!atpE%IR3Q;IF4uyHYkJ6ILGE)I~xM5ZvLOgt9z z3RGh7#zDu3d(nBuRfmcJsq%SjJi$mZo9Da#$s{x=v@Xc9p* zHdY1gFVK3RB2?r9AApap6Km4da&!aM$Im)2#@{18qFJ3;9x5IA?fm#Z$2l_r50k?^ zimebXvh@q$wnxl|T3u10xDE%{}1BFSmg-vCd z+P9k;6CK37y6TPZ3}&R~=&iV)&6E4QFz;+L9>yEP#@bc-u~pVnDplzYI`R;FBnbu% z7M2JV7{47!BNoxzM#&K7Dw41({OJ??rS7DnojG_KtI5ICvMiF}qYF#dg{v%z8M~Ga zx0v027Y{u-FvbC#^+~bnDhS8TUm7NEN$W1LB?7=5vW@QUl&niVid8|Pvvr9nuV7hY7pEyWR zW5Su%goG|e!>Sl)>#1=0rT8^!bXV#t@e02U;Lg9O=sR(Lr~SXG=>C6I(bIVHf2-(u zL{+titbvd)ia%Ih@RNvX##VnJJ(-8M)!3zaMCS0LiJ|7#HkGbnWLtlT>!0k5%I-V+ zbtJ(S4FRp8fq?aWfG9P)(^H6D8{kAEaO~XI1qtfZD!_EVu(x=U@o&h#0!sdITYn{g zmzaN$e`i~hf%ZSgk7iZ8B-s=m-T z|L2rI?ewp{ly8H9@Rdyf{)t~B+mu7W=O@>=dq#P)RI^&)WFM*-RK9SD$$r3p0M#`& ziElJQ4qVjSASy1vaqP7*$oM40om_ka2}7&Z((7J=#}siOg5?2jwRPD$6}f}2)_=Bz zI3Gwa>RlVz&=^FkI-=MH?VmriEz|FYN}>X#<`|w!=$ZZXTHYiH=C2DS-Kxa69BcYk zWT-$jb0kI0NU>emN)?O#5;!lwf9mieVefRofe4%v{j~_SrlnTmDp^gSg;a2_@UBea zbIhaH=f6!UY=VE7Qc$f&`sF5gt%vgrgwrZe_-9LPzRG{=7=%GS`qCqVf}4F!U|a8& zeQH*mD3iYcaJJ-(-Yt=xb75D_p%R8U91)fQvrBI+=+VqZkB4geH&jqn}xv zOw-fy1Y^1*fA;xVaV&U*IbNH2bAA=4N}8N^QRkmGb5Hp*>rl#%f8)|RAAnuZ;i5-q zA!LJ7qja1G)87m6`Z_TL#5|N^gHgYC&A?_J%%PII(1HYYh_ZLi<4-F4MhV}A6C)eM zuWfhh7qi{XRIRlh)wNFRU)1=8T|R{3Yxh%+QNdh?{TRtiB|f;=GjrjZu0ezT)j-CQ(pLaSxYF%8f@2hMq_`jg)MS;M`Jq$>oKD%ADD(V79Lab zs8&n(t}d9An?u8*22|VKFN(Ey#_$8{lTVi#&ICMOlK4}<%1ch9s{5=9_R(v>u?HuO=v z$85-jlR9}>W!ik&_FfxKaM@l3&7BkM-58t0z+BWo++89a&H!sdpFsG{67GiF4&pq$ z2Y#OvG_-|Jfr9IB=%mnRjRSCj>iER&p-awgO=cwXY zw6YyN)zt26j0XV%SRZyb~FbASCa8e~?~$ldem-apnaU?2cQ3KSyQz*|_y0HLDI3 z*7xlX-rr9DllLpV)!F#ubeCA*<*3c9bn)k+jck(a5Hf8rE=mY=z1$;wMmLW*h%%fJ#$114u3BsluUsl?v@cTMjSe`0*DA;|4>s&I2MhZOAHB|B+ zV#B@)VUm1AKwQP!?cHb!)BLXw?H#9V{;K&y*uIl4yIFjZxQh0dehOHduBDl6N@qa% ziJ><0{OdJSIFSXkfd)<`4{N(!xX#GQyA8%2YFs&hwp3wMt!3tsRBzZDV1C?BRK~11dUnB6eO$J5z8#ESdorJrR z%39i*Z{VijN88F$drl-_>-OnfPyRkDu%i;)^O|_kp56nb!yETCiXU z4I6#S=>H2Qu}eRLo(O;*KL0Q7;X8Urn9Tu?i{#zOl1EUs*r*rRxmIWU!)*Nw=O}MA zU28q&!+)n0{C~#^gS%P`XDa{Dyul{P@CGaSt!zUp<~At05F91^H)vb{L%WjOlbqz%5Lfx2Hh6Xg0~jO3$iUM=XnE&8JA zeB6~s*16&m=tg)lGNZ=8>HV1*=g&V~LsXDEK9W`FvvW;|3) zx#fKLYH->S`il{d3eYe9#~S`5f!cPIpB0%?a@Fv6SBER=974o+DY@6898D6kmF@Jc zL<1XsKX$jXTS4g~L#qSom-qDUPUEs|9H>E1{m6Aqq4p}-y0TEmoc^d@M4;R&MVB{& zA_F9ai0d-zL7YCD`>XBn1~)n0q-c2Fw?&5F4=(^-AipwrT5Y&oRyG{@dLY7g+*F4@ zpOd4S-n=KQ`B?f;tA=-bc4-mu$R}bt&DzYL7QhL>wlf~TLKb9x#xpeFDcDj)on!T( zSa-#O$0}F%;ANiJ7{Ix+DWqV#sMc>JWe)1rS=j0~yG;g|Al^G>NT7}x%mJulru+)4 zPIWR*2At+B2_(Xjyt1R&&nMecA8jH!EdLQ_Io5{?cMr&?YN(_i#5hS(Bs2!oxw%d;=r-% zp1Y*2N~zkr$U4?5vFm;^_a=3|Nn-2HgM*Yx`Mns#E-}Hr^{X&vP*Lmqqwn3G*BsLs zkT{^wQ2}Qwnogv(rT;C zv%r$wjh^YJZIP=xbGm-`1KP5RM2NLoP9G6=MpyokN_3%JXfzPF)=ux*yh@XNUxnND zy)@JdmO-p`mV4tiek<7{;OH+MI(u#g5JUiYpgy^&^UIhC{bh6T`4-!Sy*(2|F$5#4HFsC4_LEHy4`bK!i#5YV+-aMlbgr`B0Sjxw>C7bGyo{9*l@^oErs7jNOo@llGXcm@dOikY98JWPF3JTk(G4EPk z_3@XB1g2dMPxiEz9dJ1Y2T9*9xDy;dVlYz{l(oSVK#a7VMV+$KHI7h3DHmv_BQyN% z@qzXYxm?k2+_9_GQ%)~f+ExEn2xFUOI-K5(B-5q|^NN0M5p7>e6CjG65N~r|l2Fn5 zHzf&nODZnB8NV*?fhpj8?S9LNd%I7~^zDb{LzcGG_h)El<@@JWoV_gDKDzz~y53%0 z=vt!+D$wi)+B59Qb*r$?t(tv|>Up*AB(^g3gZ1wV7IJLJULPA#x(%LLAF@u7@pqiD zaGUZdO!)YbX%}+{-SrIsu=(v2+8p|eQ|P69YS8e%bqb}@%FP?Xj6#Lio|m|5FX(!+ z=#r;G_Pnu#-qU+q$uMtmse_lCJAmO-pU#%Uy&sUgzZQ5YIu0R_iK2FP!y#eqr9y`n zeL0*ExCj(s+qvuzzxr1Dj?AF!rhM#TfdiS2qbn~$_*Uu#uaZ0%<{nC0&FW7m^ku^Vx9Q_$b53qxx*Tns$#_epTad8f;9v&8hGT-rnKSqEE$gy;G>%zqEF68R$$ zAN9CCH?iO~xro~`R8Ted@SWi?T6qa*Dfi71RCvY5FYc-Q3hYAM^{KNVnlMq#(mFQ6 zji=mk3z19|Nd#KGg~L3Ga1v9jh4i%zcdaq+wE}-2drfx|>wETuN|iQlpVpi+=jy&OnXyG&SR@OUX)@Iu>!nnO72jZqx5$Wh)mGJb4^V=sW}r97M6 z^~m*m?Ju}RIEkJC+lHInNHLk~tcJ+7OEl`ltT>PcWMPC|r^Y+b`{}9rsN9_+{}72X zevd=@B|wHJx9@;txe^1iGjaJf2-~Qms+8~KL%dO0DS$zfIoK3_;(2G&{b0#}m;62j zF;Dj)Xn@VTNIjZ&1UuN|e7U@w>7rBtqG2?deb*v3F|9qdzpTuH8IFe>ln<&;cAE@e z{pfE$lWX{jyA+}Yq`bE;t>t)at{x8$E&jDYGFOIcwmsqT3}6GtgsgUB9t*Z;v9ZRy z3?;0pqlf@`p?(Wu7U<+`hq}(V#{D1J?Bg`fBI|5bGDoIhxGNGnbbX_JrXs{{U7qs@ zyka4LsYv;8_c+ zYZJk6>8GUyH<-yk>dxf9MQ78s#2nd#6@{)vMx@(C+!xkX-Sx|_vPNOl)M_g^-hZ1G zL*QJDmJMd0(kz1N1A&uJ%T(+uCi^S4aP33e-jU=2K9-GO`W`Efpm~$%!kg+rPop2Q z+Bfzl@V0Ud8MskMInZ+oP-E4X$;x>TqiR;)RJ-R-k(x=&Y+A`=6xH82v4^t}E6{!c z=?9A>SS{)V*nF4B6OLuHXEO`%;+0ZmH5Uv5Dv03NVHdpma1JL;U+xYq${5}kWgt4O z13TqJCv!t-Hrb4B8qxljIbm1cC;spJRe-!Kg43QHZkmb9Ik7YvZ=yd&PK5(=2?(%w z@Sh@C2|3RVrP#VQbX)^l2v!H4;L0KwKS1rJs&2X6)pV}7>}rB0#vBvqW-VTnh)r=- z6hq{&nXw$~HY&I~h6UZc@v+JS!`jN1g!SxiL?GL>>7%)I?cZfohv;q6Mw*rN^z7o% z8RFNn%I0Dh@`?a21oG+3mhH#RBqQ8mdZ6B*&kh+2V8Gd{MEkI zbvUjP_zO7htiWh1Vg6HOutu#_N%~ND*bpdEOZDEEd~G7!g`&#kG2YU&V~X12-QX8p z<nJv#JPouCH}2I22aUerqm_a?9V(+vOr z9Lc3Y1o%v?DS-y|bR;ESJcOB?-aR&xpK-g`zwP(_Be|0X(o5d`GR|E>@vk=g|5VOL zO?)(=_I&xc`Pj=gI~>*(e=YD#ffkL+tD@a@8Ye8M?}}y==sizhUMW()h)SZh5Gb=j z0?j@@A^|DmqHFX)pxArw)_?Lm$KURG)3btsLHF}#=&=!~<%?&#{Tt`=b)f&f53ks~ z&`w36;ql#pe*i!g42>4pWlznZM@&Ab%n<_eu6g0T>`CR`V}M1rg}>Azzo}XXb9IBA zT!5zecOO7Cei+P`5cCoYT;er$ zH-vOlyUVH2V6?+ebYZsFtX$_Yq}a56;1w2SzA2UlO`Q|;aSG_p+l1ryZx-K%NzCIP zQ^=EYqXA9!7WMgB0i;)7r|5}2wJ(kC zN@tDx)?!d^uDz6($hpo!Q84jW*+%qv)#4qgWd|J65ay_}-W?V3LkWIL-@+vL2up1tQ&c3t zTAWx{bt|Y@R@w6YUNgcldDg1=*i7Ol8tT-F?DZ#2;JrOx2x9Ah^S=}UR+j$a1wR+93@a)x2R{dxxHWSF z@))tNxv+KnC(VWMhhLftG|9#ArUp^f9S_mf;2r8APj=Avs#106L+2k;^}*SvEZAz% z^L)Zl2U}Sg$q5?tT%7qB0zk@OF>c zL-x<2tY&^bVHTSvl$P4pg?tG80PBc0w5M00@SsUDBvSfipP(s5|%z`8O{Wkc#jNj8#ZO;3hrXz=kUZ&erc@8}{`xK-JP25$| zaX%oUTcf4P0RF0@ZDI~icPjCHgN9_%Y;Z+EJR|1yN_Ny zXz#VgBG>dr@~tCtq^VDWd|yi(G)wEbg~{n@JBY4PSf*V*;HAgLz|WlG%!$YSG8`jK zFoGs7bzCtyF(>{gB26{!OFCd}tBVb(MgMTgeeFO>|M88r+*CmCGA$|6s^~ttVzTCY zg1N_$vMJ)S4fb{9hb6m_7$cglcso7`iWdVcy%5hCeDEv~3$KjGoZUsI?!H9&I~W}n z2+tL3aQmsbQrYYamnI1xi)%A3(Hj^4?h0G4coVuz(=mI!lQ_R zo!F7InzO-&yQ4Iu&_UMk!p6~?1*N_j@=ZMlOjQ!lmsJo=3j$C{`+g+0PLrpJIh1U& z({q3kx32`58j1z9%%iu`^&aem)1=Jv&;Wa{2#AZZgqw@*z+>7xK?pyd5F6<8_1dOs z?sA955iubpi!ns1Oqs@TS-UJSkKsj|lKja1c}DLZ-}d|3>$LYFkN@yiZ5_rqiWy)< z(jV_fe$83U5&WIfSia|T!w%^GDE+2u0hkMraX9LPaL?LyKON? z-T75%LW3kdh3-Z!hPx29w?o>3BV7`13Ibu*8`$4yVfXR81x5FQAk~6mbp&<{O91Ln ziz0F~By^%zC|_$=ShygC6xD9bN!Ee)^z$K`pXZWTT)#~<{ujkbQ`+SRa~ac;!ofWW zTt^Xh-S=KhXGli_s_R|{FG?<3*%Vl-LTJO~<_Aj)TOGK%( z0_2HbW@lSU^$bBMuwh8BvAjw&!1%m*CO}0)H1-15-sno{>mQ|MGnxC@OlKk*BNZYw zk0vqk09tH7e*am^^ppIEN>Jmm3&epAHYT{aOt1J86aKGU2G(EUl!2l?#wNZ7Wo&K& zKt0B8GVT_*2C#>5*TPo@IpIfiI!~Er{;5!jw2om0612aFX;x+bGcj$hFWs1)738*K z()-Uvsn!=svv{4k?&)wBp830I-r!{Uco%aZkU8KmlUy6TJ=H3*6t(fNAG~X&097GS zcaw7*t+w9SbC7h?L_TI?eo2pZ{3D)YbYcON*~YvBsGS?XbDWpCX%Uf!n|(jluL|o& zL7mTJ@zpBQ?8Lw%{J3sfWW_A>kzydDE%#rahD|LWQ#Z1__eqV$N!vf}GAuV2vs~o` z@zc~SGnzvNx`L%*#B~RKN*orwf-4dbJp!A4FZs0 zl&ZXu+pu>o$1N;GG;?|He>!f&Jl8D;sETo^V3_gby}0{q|B$NpaV_`d-Ddj)(EpM%d=h5zl|=3P8a<4DSL&2iP;kFsqzq+=u>cfyJ0 z?{)%Wvyx*5kLoX7ya|pqMCsQa5Yy%KvP=+AoILkwN&B393M;*}bX0_-35M^`ZPJNT zkX&h>`GtJg)NIbo3^|la-msjdZo-0VsEB9l#sQ&9Yb%Q3R~Z!#oHe+>@OL-F*!G?( z-A}GWh)Z*XDc+CHRzP3Y)iHtY;{0}>BCX_-XY6vJNe>; z#~RdH`pM1L%yeEhstve1T_tZkk@qOzqvM$CwTW-{xT|cf8unJ@p_+i^XM6rBgXKp* z;R{&Y%BR&tYEWbkRxnC^Z7_ZC=9eFx-GW{som@j7zU68@)hpwuFLY*=p``(#<=um``HGY4Sl`(RP_Cs)^O|SQmUYv~;qv@(8Dz z#P()M;8`pLT>WTwtOC=BlvY(?NNEG-qOYq6KE zlyfe&K0R%}(V#{Nu`v?lEILHT@mju8?bM0YreB$1&dA9jM8>v zvVIyXPTB0PfWM3RnGXTo*0Fv_Wnc&l{Bz$2ll)*rJ`G64wfOKDPcZ{{yCZpBybqCtfPk<9v*yx!!#Tuy#PWXF^REOjWQt`FIe5a1w5F0*~JZ_D$#!Q6$)?|a{HTJy7aGQ zZz9~(sA-H}36g4Mm4XiG-Q&99jc?aJEtVG$-}e52SHW>QjzN(C1bJ2fB~K8g83~wW zZ~jolZv!4!$Ss|=}bHLRafl)o!%xV7=H<-igWl?~*=?oYUy}oe-cy9m` z?HvKG!;F3X7T-eN>P_^Ww012@xS?^H)y;N&{W7Y5MyJIpdr7neT!dAv*tWnU*4oVBBS@g7_CFu(Mzrs*9fLYCTr~ywWu*pFm70v* zmV^LM)5|bzUQA}Q|1q~I&8cr)<4ekoZf9=u*Td=Oz`TX?Ivy)643gb@q?Xwwv3az- zClKZm8HaMHEJKDt;M=p7)4A3vFkimoc*BNcj5%5n&lyJuiCT?$lbbYXD7TC6tNAz)r> zZQ<+(e%nT!Ttao6?U{&xR>pGjp6_-m-#xAs{J| zOa9QQx+bSpJp{4%j+|P#1GFh(O1t`ejms25Y#r`&{`!)$FYK{Ix%*`JS~hd%CXt({ zefma1ICF}Xc5YSH#-G~u^P5vCYQtq7ZP^?3jnB&jVCBtW z+M88NWuXCvyT!}rgL~Inc1M0t`ztA9 zhR%f)3TeB{>Y5g7q0}hXU^Rpp8z&uT80r-|e#(z!g}?j8JT#T6rcaSopR+!5<4$QU zd9uw6{_Khg-cIN85v^NW{=OXp4&q8=yB^*A@&3LJ^;WfW&+|g^tgJx6SDfztJUX)x z<#7T1!&k*a7d#M(=C?u`=)6=jIeN0N?O7_9Z>@xN3$893to7R|7Qmi# zi55JB{D^+B{#&)whX3u&pELd2>$Nc?QUPot^PEhKotN=Wwgo)Q>7pWGwp} zCfYq`yj2QD&&e&x#i`O(4$5Gk)K;tEwBQkNzsB9SDF?I%_9{MFNN6B$g7A_VJz8xR zHJQqD*|vx--)>jbwc7e^SA=2yPG(M7=*jNovi3$N_SRpY-cYK{RD#oc1Z0%1;C}-G8`A2+C-7 zq}b`Rb1A9c*f#&5*AbWuz2{ld&gkcE{6+5qLyM#!QCRRDl{rqD0EdYABrjv$A}x6v zNzI`KzSXWXkAh7?@XbP<#)-ohOQ_wrdRXsP5{MEML%uEcPGY^y1BGlo?$c2;l%qlU zHh((lM@sBNniDDKvP`TA%e<4V3CwJM-I2VGtP>l_b2G);BQ_^y} zXtbCT@3)-fGh)BqytnkUIac9;^80`nFK_9bl9r7F{s%c>N4KsELzMkPd@TUwkR@7r z+`!$SD=V~2^R&Wnu=V)Rt9H*2E`=)6CZXDT;sgb&1Y%gm7av!v1)rR%&D&fq=@@pk zu{^d&^FuKG02{uv)X&aJ5%xaZ^u?~fzGuzLkJ}>)3P82K$(w7cSa;JoD_r|I_@vo| zPC}SPgTo&^w}er$y1p?SZcPhHD#DXrep*3YWpG~>D=&3!%axc2H9XKntG=wp&ypp7 z;TEUE72%ra=zI-Xr^}g452|c++B=iiPkx^qlCy~iOI&NF=zmW6WijY6;!Nh~%NMOk zK4PL0NEDsE>JVDhKb$7`t?F*3lX0HQWv?=+-%emiw_`-%t-Z%h;Fr%8td1w8rTZ6- z@>&IX61)OB5Ed`;i8xRcvJQLI{@7dEV<*t7D_zas`qZuzDQuE-PiLZJNcuD#?&iu; z`!GCl*{5KWpsts1v{p1ywB)=hGT?_AU+gU@4MHD(HCQ!KG@^Z)lZB4sRGV~emC*bx z$g|~1!ZZ0=`-#HmYWhqo3aAo{tK9q0)=-cPIxTw@Q#bSQv{T5AnfOYpmUJO5b)2g- zdxwKkpK|%&Yqzve+wRvT4^MAC-v4b%mxY^t&9*_|Z+w`W-5;*?vv6m2S!eTd_G*vC zrW5b2wc?rVLGOhm%L{o0ci#2rpbHow to create frequency tables

Matthijs S. Berends

-

28 February 2019

+

01 March 2019

diff --git a/docs/articles/mo_property.html b/docs/articles/mo_property.html index bd11e6dd..10b51035 100644 --- a/docs/articles/mo_property.html +++ b/docs/articles/mo_property.html @@ -192,7 +192,7 @@

How to get properties of a microorganism

Matthijs S. Berends

-

28 February 2019

+

01 March 2019

diff --git a/docs/articles/resistance_predict.html b/docs/articles/resistance_predict.html index 84fd3e73..e6cd2dd3 100644 --- a/docs/articles/resistance_predict.html +++ b/docs/articles/resistance_predict.html @@ -192,7 +192,7 @@

How to predict antimicrobial resistance

Matthijs S. Berends

-

28 February 2019

+

01 March 2019

diff --git a/docs/reference/mo_source.html b/docs/reference/mo_source.html index b9f19848..e2d9c6bf 100644 --- a/docs/reference/mo_source.html +++ b/docs/reference/mo_source.html @@ -278,12 +278,15 @@ This is the fastest way to have your organisation (or analysis) specific codes p set_mo_source("home/me/ourcodes.xlsx") # Created mo_source file '~/.mo_source.rds' from 'home/me/ourcodes.xlsx'. -

It has now created a file "~/.mo_source.rds" with the contents of our Excel file. It it an R specific format with great compression.

+

It has now created a file "~/.mo_source.rds" with the contents of our Excel file, but only the first column with foreign values and the 'mo' column will be kept.

And now we can use it in our functions:

 as.mo("lab_mo_ecoli")
-# B_ESCHR_COL
+[1] B_ESCHR_COL
     mo_genus("lab_mo_kpneumoniae")
-# "Klebsiella"
+[1] "Klebsiella"
+    # other input values still work too
+as.mo(c("Escherichia coli", "E. coli", "lab_mo_ecoli"))
+[1] B_ESCHR_COL  B_ESCHR_COL  B_ESCHR_COL
 

If we edit the Excel file to, let's say, this:

   |         A          |      B      |
@@ -297,9 +300,9 @@ as.mo("lab_mo_ecoli")
     

...any new usage of an MO function in this package will update your data:

 as.mo("lab_mo_ecoli")
 # Updated mo_source file '~/.mo_source.rds' from 'home/me/ourcodes.xlsx'.
-# B_ESCHR_COL
+[1] B_ESCHR_COL
     mo_genus("lab_Staph_aureus")
-# "Staphylococcus"
+[1] "Staphylococcus"
 

To remove the reference completely, just use any of these:

 set_mo_source("")
diff --git a/man/mo_source.Rd b/man/mo_source.Rd
index e0fce598..05ca1b4d 100644
--- a/man/mo_source.Rd
+++ b/man/mo_source.Rd
@@ -45,15 +45,19 @@ set_mo_source("home/me/ourcodes.xlsx")
 # Created mo_source file '~/.mo_source.rds' from 'home/me/ourcodes.xlsx'.
 }
 
-It has now created a file "~/.mo_source.rds" with the contents of our Excel file. It it an R specific format with great compression.
+It has now created a file "~/.mo_source.rds" with the contents of our Excel file, but only the first column with foreign values and the 'mo' column will be kept.
 
 And now we can use it in our functions:
 \preformatted{
 as.mo("lab_mo_ecoli")
-# B_ESCHR_COL
+[1] B_ESCHR_COL
 
 mo_genus("lab_mo_kpneumoniae")
-# "Klebsiella"
+[1] "Klebsiella"
+
+# other input values still work too
+as.mo(c("Escherichia coli", "E. coli", "lab_mo_ecoli"))
+[1] B_ESCHR_COL  B_ESCHR_COL  B_ESCHR_COL
 }
 
 If we edit the Excel file to, let's say, this:
@@ -71,10 +75,10 @@ If we edit the Excel file to, let's say, this:
 \preformatted{
 as.mo("lab_mo_ecoli")
 # Updated mo_source file '~/.mo_source.rds' from 'home/me/ourcodes.xlsx'.
-# B_ESCHR_COL
+[1] B_ESCHR_COL
 
 mo_genus("lab_Staph_aureus")
-# "Staphylococcus"
+[1] "Staphylococcus"
 }
 
 To remove the reference completely, just use any of these: