From def40f8b7fba9bc9659ac80d9bb2cfa1c84eb945 Mon Sep 17 00:00:00 2001 From: SERDAR BALCI Date: Wed, 13 May 2020 23:13:09 +0300 Subject: [PATCH] add tableone styles --- DESCRIPTION | 15 +- NAMESPACE | 1 + R/competingsurvival.b.R | 3 - R/competingsurvival.h.R | 60 ++++- R/roc.b.R | 174 +++++++++++++-- R/roc.h.R | 20 +- R/survival.b.R | 4 +- R/survival.h.R | 20 +- R/tableone.b.R | 132 +++++++++-- R/tableone.h.R | 83 ++++++- R/tree.b.R | 255 ++++++++++------------ codemeta.json | 52 ++++- jamovi/0000.yaml | 4 +- jamovi/competingsurvival.a.yaml | 27 ++- jamovi/competingsurvival.u.yaml | 16 +- jamovi/roc.r.yaml | 28 +++ jamovi/survival.r.yaml | 20 +- jamovi/tableone.a.yaml | 23 ++ jamovi/tableone.r.yaml | 40 +++- jamovi/tableone.u.yaml | 10 + man/competingsurvival.Rd | 19 +- man/figures/pairwise-survival-summary.png | Bin 0 -> 90429 bytes man/figures/survival-summary.png | Bin 0 -> 262444 bytes man/roc.Rd | 2 + man/tableone.Rd | 11 +- tododata/todo.Rmd | 90 +++++++- vignettes/module_development_jamovi.Rmd | 44 ++++ 27 files changed, 902 insertions(+), 251 deletions(-) create mode 100644 man/figures/pairwise-survival-summary.png create mode 100644 man/figures/survival-summary.png diff --git a/DESCRIPTION b/DESCRIPTION index bf875cf3..97e3921d 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,8 +1,8 @@ Type: Package Package: ClinicoPath Title: Analysis for Clinicopathological Research -Version: 0.0.1.0012 -Date: 2020-05-08 +Version: 0.0.1.0013 +Date: 2020-05-13 Authors@R: person(given = "Serdar", family = "Balci", @@ -53,20 +53,25 @@ Imports: magrittr, corrr, correlation, - RVAideMemoire + RVAideMemoire, + plotROC, + arsenal Remotes: ddsjoberg/gtsummary, ndphillips/FFTrees, easystats/report, spgarbet/tangram, - cran/rmngb + cran/rmngb, + mixOmicsTeam/mixOmics Suggests: circlize, randomForest, huxtable, flextable, Hmisc, - rmarkdown + rmarkdown, + corpcor, + rARPACK VignetteBuilder: knitr Encoding: UTF-8 diff --git a/NAMESPACE b/NAMESPACE index c755a32c..df01b45c 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -31,6 +31,7 @@ import(ggplot2) import(ggstatsplot) import(gtsummary) import(jmvcore) +import(plotROC) import(rmngb) import(survival) import(survminer) diff --git a/R/competingsurvival.b.R b/R/competingsurvival.b.R index 920460bc..26f06a25 100644 --- a/R/competingsurvival.b.R +++ b/R/competingsurvival.b.R @@ -1,9 +1,6 @@ #' Competing Survival Analysis #' - - #' -#' #' #' @importFrom R6 R6Class #' @import jmvcore diff --git a/R/competingsurvival.h.R b/R/competingsurvival.h.R index 2c0d8b42..1ce8814d 100644 --- a/R/competingsurvival.h.R +++ b/R/competingsurvival.h.R @@ -8,7 +8,11 @@ competingsurvivalOptions <- if (requireNamespace('jmvcore')) R6::R6Class( initialize = function( explanatory = NULL, overalltime = NULL, - outcome = NULL, ...) { + outcome = NULL, + dod = NULL, + dooc = NULL, + awd = NULL, + awod = NULL, ...) { super$initialize( package='ClinicoPath', @@ -35,22 +39,51 @@ competingsurvivalOptions <- if (requireNamespace('jmvcore')) R6::R6Class( "outcome", outcome, suggested=list( - "continuous"), + "ordinal", + "nominal"), permitted=list( - "numeric")) + "factor")) + private$..dod <- jmvcore::OptionLevel$new( + "dod", + dod, + variable="(outcome)") + private$..dooc <- jmvcore::OptionLevel$new( + "dooc", + dooc, + variable="(outcome)") + private$..awd <- jmvcore::OptionLevel$new( + "awd", + awd, + variable="(outcome)") + private$..awod <- jmvcore::OptionLevel$new( + "awod", + awod, + variable="(outcome)") self$.addOption(private$..explanatory) self$.addOption(private$..overalltime) self$.addOption(private$..outcome) + self$.addOption(private$..dod) + self$.addOption(private$..dooc) + self$.addOption(private$..awd) + self$.addOption(private$..awod) }), active = list( explanatory = function() private$..explanatory$value, overalltime = function() private$..overalltime$value, - outcome = function() private$..outcome$value), + outcome = function() private$..outcome$value, + dod = function() private$..dod$value, + dooc = function() private$..dooc$value, + awd = function() private$..awd$value, + awod = function() private$..awod$value), private = list( ..explanatory = NA, ..overalltime = NA, - ..outcome = NA) + ..outcome = NA, + ..dod = NA, + ..dooc = NA, + ..awd = NA, + ..awod = NA) ) competingsurvivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( @@ -110,6 +143,10 @@ competingsurvivalBase <- if (requireNamespace('jmvcore')) R6::R6Class( #' @param explanatory . #' @param overalltime . #' @param outcome . +#' @param dod . +#' @param dooc . +#' @param awd . +#' @param awod . #' @return A results object containing: #' \tabular{llllll}{ #' \code{results$todo} \tab \tab \tab \tab \tab a html \cr @@ -121,7 +158,11 @@ competingsurvival <- function( data, explanatory, overalltime, - outcome) { + outcome, + dod, + dooc, + awd, + awod) { if ( ! requireNamespace('jmvcore')) stop('competingsurvival requires jmvcore to be installed (restart may be required)') @@ -137,11 +178,16 @@ competingsurvival <- function( `if`( ! missing(outcome), outcome, NULL)) for (v in explanatory) if (v %in% names(data)) data[[v]] <- as.factor(data[[v]]) + for (v in outcome) if (v %in% names(data)) data[[v]] <- as.factor(data[[v]]) options <- competingsurvivalOptions$new( explanatory = explanatory, overalltime = overalltime, - outcome = outcome) + outcome = outcome, + dod = dod, + dooc = dooc, + awd = awd, + awod = awod) analysis <- competingsurvivalClass$new( options = options, diff --git a/R/roc.b.R b/R/roc.b.R index d8c54664..668553e3 100644 --- a/R/roc.b.R +++ b/R/roc.b.R @@ -1,32 +1,172 @@ #' ROC Analysis #' - - #' -#' #' #' @importFrom R6 R6Class #' @import jmvcore -#' +#' @import ggplot2 +#' @import plotROC -rocClass <- if (requireNamespace("jmvcore")) R6::R6Class("rocClass", inherit = rocBase, +rocClass <- if (requireNamespace("jmvcore")) R6::R6Class("rocClass", inherit = rocBase, private = list(.run = function() { - - - + + + # TODO - + todo <- glue::glue("This Module is still under development - - ") - + self$results$todo$setContent(todo) - - - if (nrow(self$data) == 0) stop("Data contains no (complete) rows") - - - - })) + + + # if (nrow(self$data) == 0) stop("Data contains no (complete) rows") + + # plotROC + # + # http://sachsmc.github.io/plotROC/ + + + set.seed(2529) + D.ex <- rbinom(200, size = 1, prob = .5) + M1 <- rnorm(200, mean = D.ex, sd = .65) + M2 <- rnorm(200, mean = D.ex, sd = 1.5) + + plotData <- data.frame(D = D.ex, + D.str = c("Healthy", "Ill")[D.ex + 1], + M1 = M1, + M2 = M2, + stringsAsFactors = FALSE) + + + + # Prepare plot data + + image <- self$results$plot + image$setState(plotData) + + + plot3 <- private$.plot2() + + self$results$plot3$setContent(plot3) + + + + + + }, + + .plot=function(image, ...) { + + plotData <- image$state + + + set.seed(2529) + D.ex <- rbinom(200, size = 1, prob = .5) + M1 <- rnorm(200, mean = D.ex, sd = .65) + M2 <- rnorm(200, mean = D.ex, sd = 1.5) + + plotData <- data.frame(D = D.ex, + D.str = c("Healthy", "Ill")[D.ex + 1], + M1 = M1, + M2 = M2, + stringsAsFactors = FALSE) + + plot <- plotData %>% + ggplot2::ggplot(., + ggplot2::aes(d = D, m = M1) + ) + + plotROC::geom_roc( + labels = TRUE, + n.cuts = 5, + labelsize = 5, + labelround = 2 + ) + + plotROC::style_roc( + theme = theme_grey, + xlab = "1 - Specificity" + ) + + plotROC::geom_rocci( + sig.level = .01, + ci.at = quantile(M1, c(.1, .4, .5, .6, .9)) + ) + + + + plotROC::direct_label( + ggroc_p = plot, + labels = "Biomarker", + label.angle = 45, + nudge_x = 0, + nudge_y = -.1, + size = 6 + ) + + plotROC::style_roc() + + + + print(plot) + TRUE + } , + + .plot2=function() { + + # plotData <- image$state + + + set.seed(2529) + D.ex <- rbinom(200, size = 1, prob = .5) + M1 <- rnorm(200, mean = D.ex, sd = .65) + M2 <- rnorm(200, mean = D.ex, sd = 1.5) + + plotData <- data.frame(D = D.ex, + D.str = c("Healthy", "Ill")[D.ex + 1], + M1 = M1, + M2 = M2, + stringsAsFactors = FALSE) + + plot2 <- plotData %>% + ggplot2::ggplot(., + ggplot2::aes(d = D, m = M1) + ) + + plotROC::geom_roc() + + + # Interactive Plots + + plot2 <- plotROC::plot_interactive_roc(plot2) + # opens in new html + + + # plot2 <- plotROC::export_interactive_roc(plot2) + # no output + + + # plot2 <- cat(plotROC::export_interactive_roc(plot2)) + # no output + + knitr::asis_output(plot2) + } + + # Multiple ROC Curves + # http://sachsmc.github.io/plotROC/ + + # New Features + + # Advanced Options + + + ) + ) + + + + +# Other ROC Packages on CRAN +# +# AROC: Covariate-Adjusted Receiver Operating Characteristic Curve Inference +# https://cran.r-project.org/web/packages/AROC/index.html + diff --git a/R/roc.h.R b/R/roc.h.R index e16b8c5c..b8d141dd 100644 --- a/R/roc.h.R +++ b/R/roc.h.R @@ -57,7 +57,9 @@ rocResults <- if (requireNamespace('jmvcore')) R6::R6Class( inherit = jmvcore::Group, active = list( todo = function() private$.items[["todo"]], - text = function() private$.items[["text"]]), + text = function() private$.items[["text"]], + plot = function() private$.items[["plot"]], + plot3 = function() private$.items[["plot3"]]), private = list(), public=list( initialize=function(options) { @@ -72,7 +74,19 @@ rocResults <- if (requireNamespace('jmvcore')) R6::R6Class( self$add(jmvcore::Preformatted$new( options=options, name="text", - title="ROC"))})) + title="ROC")) + self$add(jmvcore::Image$new( + options=options, + title="ROC", + name="plot", + width=600, + height=450, + renderFun=".plot", + requiresData=TRUE)) + self$add(jmvcore::Html$new( + options=options, + title="ROC Interactive", + name="plot3"))})) rocBase <- if (requireNamespace('jmvcore')) R6::R6Class( "rocBase", @@ -111,6 +125,8 @@ rocBase <- if (requireNamespace('jmvcore')) R6::R6Class( #' \tabular{llllll}{ #' \code{results$todo} \tab \tab \tab \tab \tab a html \cr #' \code{results$text} \tab \tab \tab \tab \tab a preformatted \cr +#' \code{results$plot} \tab \tab \tab \tab \tab an image \cr +#' \code{results$plot3} \tab \tab \tab \tab \tab a html \cr #' } #' #' @export diff --git a/R/survival.b.R b/R/survival.b.R index 0dd9c48e..7146fa2e 100644 --- a/R/survival.b.R +++ b/R/survival.b.R @@ -1,9 +1,7 @@ #' Survival Analysis #' - - #' -#' +#' #' #' @importFrom R6 R6Class #' @import jmvcore diff --git a/R/survival.h.R b/R/survival.h.R index 796f45bf..feb69173 100644 --- a/R/survival.h.R +++ b/R/survival.h.R @@ -88,7 +88,7 @@ survivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( super$initialize( options=options, name="", - title="Survival Analysis", + title="`Survival Analysis - ${explanatory}`", refs=list( "finalfit", "survival", @@ -104,7 +104,7 @@ survivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( self$add(jmvcore::Preformatted$new( options=options, name="text2", - title="Median Survival Summary and Table", + title="`Median Survival Summary and Table - ${explanatory}`", clearWith=list( "explanatory", "outcome", @@ -112,7 +112,7 @@ survivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( self$add(jmvcore::Html$new( options=options, name="text1html", - title="Median Survival Table", + title="`Median Survival Table - ${explanatory}`", clearWith=list( "explanatory", "outcome", @@ -120,7 +120,7 @@ survivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( self$add(jmvcore::Preformatted$new( options=options, name="text5", - title="Cox Regression Summary and Table", + title="`Cox Regression Summary and Table - ${explanatory}`", clearWith=list( "explanatory", "outcome", @@ -128,7 +128,7 @@ survivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( self$add(jmvcore::Html$new( options=options, name="text4", - title="Cox Table", + title="`Cox Table- ${explanatory}`", clearWith=list( "explanatory", "outcome", @@ -136,7 +136,7 @@ survivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( self$add(jmvcore::Preformatted$new( options=options, name="text7", - title="1, 3, 5-yr Survival Summary and Table", + title="`1, 3, 5-yr Survival Summary and Table - ${explanatory}`", clearWith=list( "explanatory", "outcome", @@ -144,7 +144,7 @@ survivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( self$add(jmvcore::Html$new( options=options, name="text6", - title="1, 3, 5-yr Survival", + title="`1, 3, 5-yr Survival - ${explanatory}`", clearWith=list( "explanatory", "outcome", @@ -152,7 +152,7 @@ survivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( self$add(jmvcore::Preformatted$new( options=options, name="text8", - title="Pairwise Comparison", + title="`Pairwise Comparison - ${explanatory}`", clearWith=list( "explanatory", "outcome", @@ -160,7 +160,7 @@ survivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( self$add(jmvcore::Html$new( options=options, name="text9", - title="Pairwise Comparison Summary", + title="`Pairwise Comparison Summary - ${explanatory}`", clearWith=list( "explanatory", "outcome", @@ -168,7 +168,7 @@ survivalResults <- if (requireNamespace('jmvcore')) R6::R6Class( self$add(jmvcore::Image$new( options=options, name="plot", - title="Survival Plot", + title="`Survival Plot - ${explanatory}`", width=600, height=450, renderFun=".plot", diff --git a/R/tableone.b.R b/R/tableone.b.R index 5b60668b..00d8b937 100644 --- a/R/tableone.b.R +++ b/R/tableone.b.R @@ -2,17 +2,26 @@ #' #' @return Table #' -#' #' @importFrom R6 R6Class #' @importFrom jmvcore toNumeric #' @importFrom tableone CreateTableOne #' -tableoneClass <- if (requireNamespace("jmvcore")) R6::R6Class("tableoneClass", +tableoneClass <- if (requireNamespace("jmvcore")) R6::R6Class("tableoneClass", inherit = tableoneBase, private = list(.run = function() { - - if (length(self$options$vars) == 0) { + + # Error Message ---- + + if (nrow(self$data) == 0) stop("Data contains no (complete) rows") + + + + if (is.null(self$options$vars)) { + + # ToDo Message ---- + + todo <- "
Welcome to ClinicoPath

@@ -22,26 +31,103 @@ tableoneClass <- if (requireNamespace("jmvcore")) R6::R6Class("tableoneClass",

This tool uses tableone package. Please cite the packages and jamovi using references below. " - + html <- self$results$todo html$setContent(todo) - return() - + } else { - + todo <- "" - html <- self$results$todo - html$setContent(todo) - - if (nrow(self$data) == 0) stop("Data contains no (complete) rows") - - - mytableone <- self$data %>% tableone::CreateTableOne(data = .) - - # results - - self$results$text1$setContent(mytableone) - - - } - })) + html <- self$results$todo + html$setContent(todo) + + + # Prepare Data ---- + + varsName <- self$options$vars + + data <- jmvcore::select(self$data, c(varsName)) + + + # Exclude NA + + excl <- self$options$excl + + if (excl) {data <- jmvcore::naOmit(data)} + + + # Select Style ---- + + sty <- self$options$sty + + if (sty == "t1") { + + # tableone ---- + + mytable <- tableone::CreateTableOne(data = data) + + self$results$tablestyle1$setContent(mytable) + + + } else if (sty == "t2") { + + + # gtsummary ---- + + mytable <- gtsummary::tbl_summary(data = data) + mytable <- gtsummary::as_kable_extra(mytable) + + self$results$tablestyle2$setContent(mytable) + + + } else if (sty == "t3") { + + + formula <- jmvcore::constructFormula(terms = self$options$vars) + formula <- paste('~', formula) + formula <- as.formula(formula) + mytable <- arsenal::tableby(formula = formula, + data = data, + total = TRUE, + digits = 1, + digits.count = 1 + ) + mytable <- summary(mytable, text = "html") + + mytable <- kableExtra::kable(mytable, format = "html", + digits = 1, + escape = FALSE) + + self$results$tablestyle3$setContent(mytable) + + + } else if (sty == "t4") { + + + + tablelist <- list() + + for (i in 1:length(varsName)) { + + var <- varsName[i] + + table <- data %>% + janitor::tabyl(dat = ., var) %>% + janitor::adorn_totals("row") %>% + janitor::adorn_pct_formatting(dat = .) + + tablelist[[var]] <- table + + } + + mytable <- tablelist + + self$results$tablestyle4$setContent(mytable) + + + } + + + } + } + )) diff --git a/R/tableone.h.R b/R/tableone.h.R index 38bb67f8..21b50c79 100644 --- a/R/tableone.h.R +++ b/R/tableone.h.R @@ -6,7 +6,9 @@ tableoneOptions <- if (requireNamespace('jmvcore')) R6::R6Class( inherit = jmvcore::Options, public = list( initialize = function( - vars = NULL, ...) { + vars = NULL, + sty = "t1", + excl = TRUE, ...) { super$initialize( package='ClinicoPath', @@ -17,20 +19,42 @@ tableoneOptions <- if (requireNamespace('jmvcore')) R6::R6Class( private$..vars <- jmvcore::OptionVariables$new( "vars", vars) + private$..sty <- jmvcore::OptionList$new( + "sty", + sty, + options=list( + "t1", + "t2", + "t3", + "t4"), + default="t1") + private$..excl <- jmvcore::OptionBool$new( + "excl", + excl, + default=TRUE) self$.addOption(private$..vars) + self$.addOption(private$..sty) + self$.addOption(private$..excl) }), active = list( - vars = function() private$..vars$value), + vars = function() private$..vars$value, + sty = function() private$..sty$value, + excl = function() private$..excl$value), private = list( - ..vars = NA) + ..vars = NA, + ..sty = NA, + ..excl = NA) ) tableoneResults <- if (requireNamespace('jmvcore')) R6::R6Class( inherit = jmvcore::Group, active = list( todo = function() private$.items[["todo"]], - text1 = function() private$.items[["text1"]]), + tablestyle1 = function() private$.items[["tablestyle1"]], + tablestyle2 = function() private$.items[["tablestyle2"]], + tablestyle3 = function() private$.items[["tablestyle3"]], + tablestyle4 = function() private$.items[["tablestyle4"]]), private = list(), public=list( initialize=function(options) { @@ -38,17 +62,47 @@ tableoneResults <- if (requireNamespace('jmvcore')) R6::R6Class( options=options, name="", title="Table One", - refs="tableone") + refs=list( + "tableone", + "gtsummary", + "arsenal", + "janitor")) self$add(jmvcore::Html$new( options=options, name="todo", title="To Do")) self$add(jmvcore::Preformatted$new( options=options, - name="text1", + name="tablestyle1", title="", clearWith=list( - "vars")))})) + "vars", + "excl"), + visible="(sty:t1)")) + self$add(jmvcore::Html$new( + options=options, + name="tablestyle2", + title="", + clearWith=list( + "vars", + "excl"), + visible="(sty:t2)")) + self$add(jmvcore::Html$new( + options=options, + name="tablestyle3", + title="", + clearWith=list( + "vars", + "excl"), + visible="(sty:t3)")) + self$add(jmvcore::Preformatted$new( + options=options, + name="tablestyle4", + title="", + clearWith=list( + "vars", + "excl"), + visible="(sty:t4)"))})) tableoneBase <- if (requireNamespace('jmvcore')) R6::R6Class( "tableoneBase", @@ -83,16 +137,23 @@ tableoneBase <- if (requireNamespace('jmvcore')) R6::R6Class( #' @param data The data as a data frame. #' @param vars a string naming the variables from \code{data} that contains #' the values used for the Table One. +#' @param sty . +#' @param excl . #' @return A results object containing: #' \tabular{llllll}{ #' \code{results$todo} \tab \tab \tab \tab \tab a html \cr -#' \code{results$text1} \tab \tab \tab \tab \tab a preformatted \cr +#' \code{results$tablestyle1} \tab \tab \tab \tab \tab a preformatted \cr +#' \code{results$tablestyle2} \tab \tab \tab \tab \tab a html \cr +#' \code{results$tablestyle3} \tab \tab \tab \tab \tab a html \cr +#' \code{results$tablestyle4} \tab \tab \tab \tab \tab a preformatted \cr #' } #' #' @export tableone <- function( data, - vars) { + vars, + sty = "t1", + excl = TRUE) { if ( ! requireNamespace('jmvcore')) stop('tableone requires jmvcore to be installed (restart may be required)') @@ -105,7 +166,9 @@ tableone <- function( options <- tableoneOptions$new( - vars = vars) + vars = vars, + sty = sty, + excl = excl) analysis <- tableoneClass$new( options = options, diff --git a/R/tree.b.R b/R/tree.b.R index 7573b813..d9940b65 100644 --- a/R/tree.b.R +++ b/R/tree.b.R @@ -1,7 +1,4 @@ #' Decision Tree -#' - - #' #' #' @@ -18,17 +15,17 @@ treeClass <- if (requireNamespace('jmvcore')) R6::R6Class( # TODO - todo <- glue::glue( - "This Module is still under development - - - - - " - ) + # todo <- glue::glue( + # "This Module is still under development + # - + # - + # " + # ) - self$results$todo$setContent(todo) + # self$results$todo$setContent(todo) - if (nrow(self$data) == 0) - stop('Data contains no (complete) rows') + # if (nrow(self$data) == 0) + # stop('Data contains no (complete) rows') # if (is.null(self$options$vars) || is.null(self$options$target)) @@ -76,154 +73,138 @@ treeClass <- if (requireNamespace('jmvcore')) R6::R6Class( # })) - - - - }, - .plot = function(image, ...) { # <-- the plot function ---- # if (is.null(self$options$vars) || is.null(self$options$target)) # return() - mydata <- self$data - myvars <- self$options$vars - mytarget <- self$options$target - - # xtarget <- jmvcore::composeTerm(components = self$options$target) + varsName <- self$options$vars + targetName <- self$options$target - mydata <- jmvcore::naOmit(mydata) + data <- jmvcore::select(self$data, c(varsName, targetName)) - mydata <- mydata %>% - dplyr::select(mytarget, myvars) + data <- jmvcore::naOmit(data) - # plot <- mydata %>% - # explore::explain_tree(data = ., - # target = .data[[xtarget]]) + tree1 <- + explore::explain_tree(data = data, + target = targetName) - # plot <- iris %>% explore::explain_tree(target = Species) + plot <- iris %>% explore::explain_tree(target = Species) # if (length(self$options$dep) + length(self$options$group) < 2) - # return() + # tree1 <- iris %>% explore::explain_tree(target = Species) + # iris$is_versicolor <- ifelse(iris$Species == "versicolor", 1, 0) + # tree2 <- iris %>% + # dplyr::select(-Species) %>% + # explore::explain_tree(target = is_versicolor) + # tree3 <- iris %>% + # explore::explain_tree(target = Sepal.Length) - tree1 <- iris %>% explore::explain_tree(target = Species) - - - iris$is_versicolor <- ifelse(iris$Species == "versicolor", 1, 0) - tree2 <- iris %>% - dplyr::select(-Species) %>% - explore::explain_tree(target = is_versicolor) - - tree3 <- iris %>% - explore::explain_tree(target = Sepal.Length) - - plot <- tree1 + # plot <- tree1 print(plot) TRUE } - - , - - - .plot2 = function(image, ...) { # <-- the plot2 function ---- - - # if (is.null(self$options$vars) || is.null(self$options$target)) - # return() - - mydata <- self$data - myvars <- self$options$vars - mytarget <- self$options$target - - mydata <- jmvcore::naOmit(mydata) - - mydata <- mydata %>% - dplyr::select(mytarget, myvars) - - myformula <- jmvcore::constructFormula(terms = self$options$target) - - myformula <- paste(myformula, '~ .') - - myformula <- as.formula(myformula) - - # mytree <- FFTrees::FFTrees( - # formula = myformula, - # data = mydata, - # data.test = mydata - # ) - # - # plot2 <- plot(mytree, - # data = mydata, - # main = mydata - # ) - - - iris1 <- iris - iris1$target <- sample(x = c(TRUE,FALSE), size = dim(iris)[1], replace = TRUE) - - - iris.fft <- FFTrees::FFTrees(formula = target ~., - data = iris1, - data.test = iris1, - force = TRUE) - - plot(iris.fft, - data = "test") - - TRUE - - - } - - , - - - .plot3 = function(image, ...) { # <-- the plot3 function ---- - - - - mydata <- self$data - myvars <- self$options$vars - mytarget <- self$options$target - - mydata <- jmvcore::naOmit(mydata) - - mydata <- mydata %>% - dplyr::select(mytarget, myvars) - - myformula <- jmvcore::constructFormula(terms = self$options$target) - - myformula <- paste(myformula, '~ .') - - myformula <- as.formula(myformula) - - - # Load rpart and rpart.plot - # Create a decision tree model - tree <- rpart::rpart(Species~., data = iris, cp = .02) - - # Visualize the decision tree with rpart.plot - plot3 <- rpart.plot::rpart.plot(tree, - box.palette = "RdBu", - shadow.col = "gray", - nn = TRUE) - - - - - - print(plot3) - TRUE - - - } +# +# , +# +# +# .plot2 = function(image, ...) { # <-- the plot2 function ---- +# +# # if (is.null(self$options$vars) || is.null(self$options$target)) +# # return() +# +# mydata <- self$data +# myvars <- self$options$vars +# mytarget <- self$options$target +# +# mydata <- jmvcore::naOmit(mydata) +# +# mydata <- mydata %>% +# dplyr::select(mytarget, myvars) +# +# myformula <- jmvcore::constructFormula(terms = self$options$target) +# +# myformula <- paste(myformula, '~ .') +# +# myformula <- as.formula(myformula) +# +# # mytree <- FFTrees::FFTrees( +# # formula = myformula, +# # data = mydata, +# # data.test = mydata +# # ) +# # +# # plot2 <- plot(mytree, +# # data = mydata, +# # main = mydata +# # ) +# +# +# iris1 <- iris +# iris1$target <- sample(x = c(TRUE,FALSE), size = dim(iris)[1], replace = TRUE) +# +# +# iris.fft <- FFTrees::FFTrees(formula = target ~., +# data = iris1, +# data.test = iris1, +# force = TRUE) +# +# plot(iris.fft, +# data = "test") +# +# TRUE +# +# +# } + + # , + # .plot3 = function(image, ...) { # <-- the plot3 function ---- + # + # + # + # mydata <- self$data + # myvars <- self$options$vars + # mytarget <- self$options$target + # + # mydata <- jmvcore::naOmit(mydata) + # + # mydata <- mydata %>% + # dplyr::select(mytarget, myvars) + # + # myformula <- jmvcore::constructFormula(terms = self$options$target) + # + # myformula <- paste(myformula, '~ .') + # + # myformula <- as.formula(myformula) + # + # + # # Load rpart and rpart.plot + # # Create a decision tree model + # tree <- rpart::rpart(Species~., data = iris, cp = .02) + # + # # Visualize the decision tree with rpart.plot + # plot3 <- rpart.plot::rpart.plot(tree, + # box.palette = "RdBu", + # shadow.col = "gray", + # nn = TRUE) + # + # + # + # + # + # print(plot3) + # TRUE + # + # + # } ) diff --git a/codemeta.json b/codemeta.json index f06aa76c..df7d8379 100644 --- a/codemeta.json +++ b/codemeta.json @@ -11,7 +11,7 @@ "relatedLink": "https://sbalci.github.io/ClinicoPathJamoviModule/", "issueTracker": "\n https://github.com/sbalci/ClinicoPathJamoviModule/issues/", "license": "https://spdx.org/licenses/GPL-3.0", - "version": "0.0.1.12", + "version": "0.0.1.13", "programmingLanguage": { "@type": "ComputerLanguage", "name": "R", @@ -112,6 +112,30 @@ "url": "https://cran.r-project.org" }, "sameAs": "https://CRAN.R-project.org/package=rmarkdown" + }, + { + "@type": "SoftwareApplication", + "identifier": "corpcor", + "name": "corpcor", + "provider": { + "@id": "https://cran.r-project.org", + "@type": "Organization", + "name": "Comprehensive R Archive Network (CRAN)", + "url": "https://cran.r-project.org" + }, + "sameAs": "https://CRAN.R-project.org/package=corpcor" + }, + { + "@type": "SoftwareApplication", + "identifier": "rARPACK", + "name": "rARPACK", + "provider": { + "@id": "https://cran.r-project.org", + "@type": "Organization", + "name": "Comprehensive R Archive Network (CRAN)", + "url": "https://cran.r-project.org" + }, + "sameAs": "https://CRAN.R-project.org/package=rARPACK" } ], "softwareRequirements": [ @@ -493,6 +517,30 @@ "url": "https://cran.r-project.org" }, "sameAs": "https://CRAN.R-project.org/package=RVAideMemoire" + }, + { + "@type": "SoftwareApplication", + "identifier": "plotROC", + "name": "plotROC", + "provider": { + "@id": "https://cran.r-project.org", + "@type": "Organization", + "name": "Comprehensive R Archive Network (CRAN)", + "url": "https://cran.r-project.org" + }, + "sameAs": "https://CRAN.R-project.org/package=plotROC" + }, + { + "@type": "SoftwareApplication", + "identifier": "arsenal", + "name": "arsenal", + "provider": { + "@id": "https://cran.r-project.org", + "@type": "Organization", + "name": "Comprehensive R Archive Network (CRAN)", + "url": "https://cran.r-project.org" + }, + "sameAs": "https://CRAN.R-project.org/package=arsenal" } ], "releaseNotes": "https://github.com/sbalci/ClinicoPathJamoviModule/blob/master/NEWS.md", @@ -523,6 +571,6 @@ "survival-analysis", "natural-language-summaries" ], - "fileSize": "16896.298KB", + "fileSize": "17219.5KB", "readme": "https://github.com/sbalci/ClinicoPathJamoviModule/blob/master/README.md" } diff --git a/jamovi/0000.yaml b/jamovi/0000.yaml index d45e8293..ef6fb3ac 100644 --- a/jamovi/0000.yaml +++ b/jamovi/0000.yaml @@ -1,12 +1,12 @@ --- title: Common Analysis for Clinicopathological Research name: ClinicoPath -version: 0.0.1.0012 +version: 0.0.1.0013 jms: '1.0' authors: - Serdar Balci maintainer: Serdar Balci -date: '2020-05-08' +date: '2020-05-13' type: R description: >- ClinicoPath help researchers to generate natural language summaries of their diff --git a/jamovi/competingsurvival.a.yaml b/jamovi/competingsurvival.a.yaml index 500f42d1..e4dc8ea0 100644 --- a/jamovi/competingsurvival.a.yaml +++ b/jamovi/competingsurvival.a.yaml @@ -35,10 +35,27 @@ options: permitted: [ numeric ] - name: outcome - title: 'Outcome (DOD:1, AWD:2, DOOC: 3)' + title: Outcome + # title: 'Outcome (DOD:1, AWD:2, DOOC: 3)' type: Variable - suggested: [ continuous ] - permitted: [ numeric ] - - + suggested: [ ordinal, nominal ] + permitted: [ factor ] + # suggested: [ continuous ] + # permitted: [ numeric ] + - name: dod + title: Dead of Disease + type: Level + variable: (outcome) + - name: dooc + title: Dead of Other Causes + type: Level + variable: (outcome) + - name: awd + title: Alive with Disease + type: Level + variable: (outcome) + - name: awod + title: Alive without Disease + type: Level + variable: (outcome) ... diff --git a/jamovi/competingsurvival.u.yaml b/jamovi/competingsurvival.u.yaml index f1271349..775bba7f 100644 --- a/jamovi/competingsurvival.u.yaml +++ b/jamovi/competingsurvival.u.yaml @@ -2,7 +2,7 @@ title: Competing Survival name: competingsurvival jus: '3.0' stage: 0 -compilerMode: aggressive +compilerMode: tame children: - type: VariableSupplier persistentItems: false @@ -23,9 +23,21 @@ children: maxItemCount: 1 isTarget: true - type: TargetLayoutBox - label: 'Outcome (DOD:1, AWD:2, DOOC: 3)' + label: Outcome children: - type: VariablesListBox name: outcome maxItemCount: 1 isTarget: true + - type: LevelSelector + name: dod + enable: (outcome) + - type: LevelSelector + name: dooc + enable: (outcome) + - type: LevelSelector + name: awd + enable: (outcome) + - type: LevelSelector + name: awod + enable: (outcome) diff --git a/jamovi/roc.r.yaml b/jamovi/roc.r.yaml index e3614ea5..328337f5 100644 --- a/jamovi/roc.r.yaml +++ b/jamovi/roc.r.yaml @@ -15,4 +15,32 @@ items: title: ROC type: Preformatted + + + - title: ROC + name: plot + type: Image + width: 600 + height: 450 + renderFun: .plot + requiresData: true + + + # - title: ROC Interactive + # name: plot2 + # type: Image + # width: 600 + # height: 450 + # renderFun: .plot2 + # requiresData: true + + - title: ROC Interactive + name: plot3 + type: Html + + + + + + ... diff --git a/jamovi/survival.r.yaml b/jamovi/survival.r.yaml index 5c1e8a34..62e439d4 100644 --- a/jamovi/survival.r.yaml +++ b/jamovi/survival.r.yaml @@ -1,6 +1,6 @@ --- name: survival -title: Survival Analysis +title: '`Survival Analysis - ${explanatory}`' jrs: '1.1' items: @@ -14,7 +14,7 @@ items: - overalltime - name: text2 - title: 'Median Survival Summary and Table' + title: '`Median Survival Summary and Table - ${explanatory}`' type: Preformatted clearWith: - explanatory @@ -22,7 +22,7 @@ items: - overalltime - name: text1html - title: Median Survival Table + title: '`Median Survival Table - ${explanatory}`' type: Html clearWith: - explanatory @@ -34,7 +34,7 @@ items: # type: Preformatted - name: text5 - title: 'Cox Regression Summary and Table' + title: '`Cox Regression Summary and Table - ${explanatory}`' type: Preformatted clearWith: - explanatory @@ -42,7 +42,7 @@ items: - overalltime - name: text4 - title: Cox Table + title: '`Cox Table- ${explanatory}`' type: Html clearWith: - explanatory @@ -50,7 +50,7 @@ items: - overalltime - name: text7 - title: '1, 3, 5-yr Survival Summary and Table' + title: '`1, 3, 5-yr Survival Summary and Table - ${explanatory}`' type: Preformatted clearWith: - explanatory @@ -58,7 +58,7 @@ items: - overalltime - name: text6 - title: '1, 3, 5-yr Survival' + title: '`1, 3, 5-yr Survival - ${explanatory}`' type: Html clearWith: - explanatory @@ -66,7 +66,7 @@ items: - overalltime - name: text8 - title: Pairwise Comparison + title: '`Pairwise Comparison - ${explanatory}`' type: Preformatted clearWith: - explanatory @@ -74,7 +74,7 @@ items: - overalltime - name: text9 - title: Pairwise Comparison Summary + title: '`Pairwise Comparison Summary - ${explanatory}`' type: Html clearWith: - explanatory @@ -82,7 +82,7 @@ items: - overalltime - name: plot - title: Survival Plot + title: '`Survival Plot - ${explanatory}`' type: Image width: 600 height: 450 diff --git a/jamovi/tableone.a.yaml b/jamovi/tableone.a.yaml index 73412cd3..1c3f3af6 100644 --- a/jamovi/tableone.a.yaml +++ b/jamovi/tableone.a.yaml @@ -30,4 +30,27 @@ options: R: > a string naming the variables from `data` that contains the values used for the Table One. + + + - name: sty + title: Table Style + type: List + options: + - title: tableone + name: t1 + - title: gtsummary + name: t2 + - title: arsenal + name: t3 + - title: janitor + name: t4 + default: t1 + + + - name: excl + title: Exclude Missing (NA) + type: Bool + default: true + + ... diff --git a/jamovi/tableone.r.yaml b/jamovi/tableone.r.yaml index a6245c2a..6e856211 100644 --- a/jamovi/tableone.r.yaml +++ b/jamovi/tableone.r.yaml @@ -9,13 +9,49 @@ items: title: To Do type: Html - - name: text1 + + - name: tablestyle1 + title: '' + type: Preformatted + clearWith: + - vars + - excl + visible: (sty:t1) + # refs: tableone + + - name: tablestyle2 + title: '' + type: Html + clearWith: + - vars + - excl + visible: (sty:t2) + # refs: gtsummary + + - name: tablestyle3 + title: '' + type: Html + clearWith: + - vars + - excl + visible: (sty:t3) + # refs: arsenal + + + - name: tablestyle4 title: '' type: Preformatted clearWith: - vars + - excl + visible: (sty:t4) + # refs: janitor -refs: tableone +refs: + - tableone + - gtsummary + - arsenal + - janitor ... diff --git a/jamovi/tableone.u.yaml b/jamovi/tableone.u.yaml index b8b2ab2e..ccf5e06b 100644 --- a/jamovi/tableone.u.yaml +++ b/jamovi/tableone.u.yaml @@ -14,3 +14,13 @@ children: - type: VariablesListBox name: vars isTarget: true + - type: LayoutBox + margin: large + children: + - type: ComboBox + name: sty + - type: LayoutBox + margin: large + children: + - type: CheckBox + name: excl diff --git a/man/competingsurvival.Rd b/man/competingsurvival.Rd index 667c344a..a4bf60b1 100644 --- a/man/competingsurvival.Rd +++ b/man/competingsurvival.Rd @@ -4,7 +4,16 @@ \alias{competingsurvival} \title{Competing Survival} \usage{ -competingsurvival(data, explanatory, overalltime, outcome) +competingsurvival( + data, + explanatory, + overalltime, + outcome, + dod, + dooc, + awd, + awod +) } \arguments{ \item{data}{The data as a data frame.} @@ -14,6 +23,14 @@ competingsurvival(data, explanatory, overalltime, outcome) \item{overalltime}{.} \item{outcome}{.} + +\item{dod}{.} + +\item{dooc}{.} + +\item{awd}{.} + +\item{awod}{.} } \value{ A results object containing: diff --git a/man/figures/pairwise-survival-summary.png b/man/figures/pairwise-survival-summary.png new file mode 100644 index 0000000000000000000000000000000000000000..2ed18d946c9880a13d14d754793678fd409bd8f8 GIT binary patch literal 90429 zcmeGEcUV(R^8gG7kPf0!q)1VeDn)t^h=@q}`IVB(gLpy(8tx@d1}zIx3t@S6%4m5aNqU#C=|AOJjJ{zdiSVFGD0IiSsiBk3kU zkt);!jzn@>yUu7>bsLsMHsMbS z_!ymXJ<1U>ZjiV5<(z=)h4F3R-5WK$zl0rJy^EOoGr+^c+b8^@CNV0 z6>$m4zT%#5R31fH1EaB(s{^EKh8vAMo;ReK&m_OyS;)h|RhD19=raHaJASy!%UmPz zf=ERxsL+hGmhXmV0jc+|eyNm8iG=Ap4t}3z6jD=pX=29K2M*}M_n+T;PA+8DO;5c1 zip)Fs(>&ot$mQb%)FVBuF484n4f%`|!7gHwnK)>6OgcjEbO%%zUNZwP_ zgceq|cCcLNVO|j^B!u7RAQWW&z8Lu{l#Ms2C;ZMH_ucC{RB@DS>-3=yc`n878Uig9 z*A(5BIwNoGF?z5?UTNNI^sr9$vTwM%NA~pY<$Fs2Wbn1&1V)>Q^l84>jnzEM)S*1C z2g!^NV>#YjXMIU42f%a}EQ*pDNoK{JQ3af-A@HiHF8By_UIH0p?C0|>LC&5wgH}z+X8YX4KdVeBZBh9U%0{qu zZ4yw*z7@BwoYJMIsr;Zyp$u2rs8fRYa0P53zfT4y8Svz*I218#(!#dH+49epR0 zfLp;-fR(|U>1g#P`Nh_Y^?RXuRwb!RWuych)Lx5kMM%~{UUc2O+jjd#lt#Y%D9cU{-E)bTTrbIAa=v8$95tmC^knPayC*$&?Gk~! zZ@zNVCp>+EdJ_1gS1nB~yU_QAKn?M99G<^>>fgWp@;GokcyItdp!Hx^Nqero|M9EN zt7N8RaPoHY<9?N=+#lo1RO^ee`m`m}p^i_09YHDgqYW$?1K-8pMB}FC9 z%&vaNsl9k(EX&@)j9F97{OPQkQ~rE@d;Zvl&k;ueUwcSLvXv%K4WQ{N{AoH~v1y$f$Y2^d(>;m)BKoiUx*J?Ipw>qm> ztDJ=!?ehW1qnyp8qwOPQ^lL07x^W|S9NO2(I7ua_+-cG|H6-t&T*>i>w6y!Hqo@^SpN|J?9*rOr-g@vM?Zb*c8suOJD#*} z(oJ~RS2Av&J1Sm4({q1CXXVxkeGj_FSJR!AJ87S5OhY0)OJsx1Rd~*=$=YvYkEk0e zs-l^#v7%v@;VSAPzAY{)Nhz6>UMVW;FzGTRMk6vT0dfic(KZnF?7H>s&n7M}=ay+w zZ^v}^gAG5KnaHOWrCv{cI#8MFk_s_8Hi|O(W^`7uW2Rp@J()gPUYS`L=zQO~XZlA? z>F3kI)aL^Y^s`m<@-}CaLkoh_JAthMt;NTWkLAwpoH3utUiFGlj0lS0izt8lNVUP{ z?aJd`b*+-5;-sn4pBwq2n_H{*UoNcADTE1sv3uq9Xd;qDQ0(Sg^$+TC1GslT-sy72 zs7}TQDfHVKY?ja$48>x%Ha9X*E%WGOd)%mv>dko9TezQt-!&JFHhdQiv?mQJWkUi)^(e?0)@>AuRhiGM5Wq8B_Wi7=3ML9W& z97C1Mv_Pj685wJG{bjga5A9x=zr0O*?-1MU4YioqcnkJZj(*;!Y!gyfStWhu%3k{B zyA*sJML*zpbF-Fj&9wsJ9K0p8618H}Yy1{^OH#(wXfECF@p^#dP5(O=eT~ z4sKS`$$vi@wn#q}8vr^P8l_3;SP1T1$+doOwR+94#Ij~+fpJ0f=(iu&O1Dg=_W&GXA!G%u6lwB6kc?5sNVd)M%=!82 zj}*-e+GY+&K&S3Zdw4pXOt$c~mL0f!b$LC@=B7Opyry~_KOw8(le~RWr{7X*V?0-t z>bSePIbYP8HjyXZpHU_65Gc4!Jw2;~(rfi*_XJG`e*!gM#^?Towght=C>|;ucg^Iw zKo{I2UzXHeEzQ)0>kC!w+COoy2g)70dlrCJK7bxy)Eq{xzUwb|qngHAz-I1Oap^a@ zzrbaxkBO?FrO7N7Lnufu{hCPK7jP-Qqn$0!>Vy5oG?cz#hZ|;-Mh5Qe`5&KRDXng9 zn#r5f;5JWDA0(<9T4EM%vIw49I6AYB1#fvQuF@Jmtjg->Zw**7JE}iMMZw(`p0tj> z)b~5wsGKtw3g$nr+&ylSeI@(R*Lyb=A=++?Ze7_ulWCKAyFk;7z;ax4ZAXMf472gF zLAEST-d{AGM}14$EOyn7_j>JZiM3f~&mMj;jBQcB7(esu_KZLRFX@krorYiK4Bb4q zi4#g|6A7+AtnWpwEle#0x*aSWwF^M(&RyYw$7iDKi9orH%;R@QpO=$XihG9NqrHg zsM%_20{HM{G5|5b4FD0oM1cPT5HJIX|4{}2o)WP9r>sZ7^RGUH06>HT0Pn&4?hP=* zU%x*I`0MxmKYxi5-vCJQcQ^3Yt31Mg_a?rQNA&M9AtSyGpro&?riTC3xA6djT|MpH zyi#c=CGi#H?oUiT0RV=3zb^tcy}NsOm&wb)z{JZ$Q$xna%|-Cp3%BQBK|dGw-*^CW zelqx?3)t%!ho6hHtEY^g{GEUFkinOKR}0>qsnb2z!*$YcyX!5+$PE-qkKFNOckxZFQR z`u}PCFP;Ac)N$|wJDWUmz(acCc~W>FA|>`Ou)j9_EvV^#LB&NS{ulCpTK)&}HxDw} z9u9aypZ%Uhg$Hs%f7Jc8zaH4r&Dr~RcSBbPF9nf*f&8WVUr=&Fzt`n|*6E)@@Q+%& z6ev*03H?W+6evQ(Y()S7MS$8PB?CW#t$ETWgNf$LeU;t3kfWj}LJW%EZqV~*IK}nc zpj|20@3Fr@>sGcfSN=Wj!FH#UFA*)fRK#i zuV0Ehii!!*f35vTPeq~|92`?2t`cd{e+LO5P}=<4dP3?aAtBa8Ez=f!e={I}@XD1^ zqCW}2qY~pFAPl2kxAiRj+vaQ63a|b_|8ELLLavaJN#tb?e*9Y=@eIoRzlFijqLkpu zObIvdv9&69eubIEW9F#|^wwO%mQd-9;pQz}>8`db4Q_}fTLFuWwKmuc_0H^f>aF@( zr@1CwtFz~ve=KkbRp?_{E{!Q&rs9m?R0>;*Q;hLkM!cj7<*?lI5|(Lb+B&3J(_mRT zE%P=~UoJE-H)qu2E4rh=lK-ey_Rg9C*k)JOS)6?ptU7c zz!5j0v$AhO@CRM}%6XI8xcCkc#Gv`P?vNeg0U6mgFuz#V+HW{tQpMRKwCm$jIi#~> z;2>6WXDMy1SrS?K1hj2~Os!s6v=y>g%?b2;r*A2>u^8&AIC4KlkA#r^dW$nUq;^>CMnJu4bHvqn%6VZPkL5Er2oV({4d)^ae{ojg{F&z zt4+6@N(tnAlvlO$E1Z;GT;F{x)nzBHd0;-mDNISlXLqy3_)Fd$dcUCy$oNrW3TmEx zC;L`z_TgFgW3;#G+l{nCY=sFk0r3X14c0$+HJAjmL1*hGQu4&1Vw(T2n{oAy4vMQ= zje7xx)T)A@7?$!i%^O-)yCPxi!F3N@45_U~q}R1~M%uB30t3E}V{A3&6qH+#t^V!K z#!<*EWtZ8G`T4^mXQ+{w3w*LvSskN0l65kF&uK1D9sYR0W%>K}-Pc{kmaV>@Oxq^I zL&BiUmL@>DKP1?mkx+%4?4tJqXNl2r(f_(YlaaK597q-V~A;k=P{;y zqq1w?=*o2bz>C9u?kaD0E!Npak5(^xda9X&jry;RQ7~g`SBHerVgeHhx9Oc3;_&t@ zI_KG9r?a}VYY2%A+<<866(7_X18){xQa~;+C#I z3qPY6#;e(~XFtxbP-iy0VM-V?^g0B6u9p)q7)C}?x>jAf&00D5)=k9OdIW_~qeIM)Ol43U2-FAZg&jxsRy|ss=o=0Xfi`f_>()VR5 zJ%KNV7j`yGjH_Q$$IU0j>p&n zG{}j(_B*4X6lO(>@563fblyFs(s;1+t=XYVk+s|@A&OC`UnV;3l)aF2eL?emT3sa} zYjf6Nvh=`Q^=^=WldujFZF_CY02mx&T$o!-CilBMiuZlW+r?KWs)W_4E9gaXF z(~w}^qr=7Bfua<20Aysh_;J8c@qG#fqB0xDo!rVc_Hm{8M&ku78U~@OHENfPTPv>{ z8SJP?91)uXI+*2VNd~a2L7lVSHL+m)88{jUeTYFd^xC~5cmh=z`@L$?w}dHg2L|7>*#RsAo4ksiU46l`qR&YqcD(SYb!l#6(W(XNEIx@ zSCO+8@BW3O>9^&JQDG|eyl~*rxr!#}<|p#5WjPtCPW-I|Y- zFyA;<4)Wf$>jjTrnToCBnD;N7wYyjo8m($MT9Y_Ion394!a+MePSf4A{Lkod$)J!>(I+@(K-~ zoS!sYED*K684Q>J&g6G06L7<5fUF>QS`GBCA7vj7u29x|@*!ucj^DuAGC8kL8OYF#Ft#(IS!7|zlw7sS{^~LiMJ9}gv%>cbp zL&>I-oS!7BJ*5h1m)>oE{^L585hzK^|0T;jX?S^sD{MhF9p z2tV`j5(w{Lvm@z6Bb``S&6R>CZd3f#$RG>i)A<>aM<})5`TlCF=QSRGNis4%>*chh z4&f2%b)0|adPrVwJ-;jD!Rl=g%{fZabx3M26b9263l9rk6uTB3#?0LIhzS%h583AC zB~WsK-R*nGvS+I3uJpye*@sG?He@l8MnC+$nJPiEMReHPeUJXz;rW2|5sm^aBB>I! zGLR8T7ZdRnglQe00E?47OlyZ<^=cfJ++akT2t0Sb?ghQ+>M?S^t|!F$8b@5(PIh9r z%|5!OUE49SY;ocqh>iAYVZKZJRqQ*1wSo-gvwLYA`|w_x_!`EEA14@0TaI3}GnDz) z*T)J*v&@8;l12*~T+9nW&VW$HX;U~+<80ID4+}rbG8Sfk~o8NxQtm$5i z3kwCw2AI&@8uK6~GQ59{uH$rzofvxmNi&E2RY#R{r(lUh?DaWGDdQ9sB@(N)BUGw_ z&ch(q_D0YBw06c9&m0gE%by9uZsxQ#!k&uZdghLt%WZm(wVSOfE4VsZtbpcPOwam- z>sB7gqPgx*tqk`2zcPigK+Pbe9Sl??H-w7gS#A&$xlF$#-P&33hk8Fv(84?mc6aj` zPJl=S=)idxOK>GSapZFJPmW?p3inYV*hdDorfp1~dU-z(@ii6#j3uXKR?Kay?RgFj zSjbTf@fEZw&jeCwIw^wKv_4p^%pje=I)F7)#O0+b8#vgW=o#g0MxMq@M4V z+CjO_bs90xEwTk=QaeIN3Gcv9EH}%s^gA_cs!|77j{geJ{|rRz1sUFUY!E ztep)$~we0F)U;|AloEvp+Y{=**uLXB;B=Yl;>)#>*1JMZf|%-o%K z)pxI^;HB8(nn<4ygyaY~o*8o(F~tjg%P`{Szpt+->@Ysl)fL&WACd>|nEreu!yy&n zrzkvWSqKY|YS(raa~?Es*6iB$Q`FHM6is;!VH>|Mo%{11<8@i9WR)^@@v&`qz4FxE z7S)j#ZQe0Q)rny8dE%{6n0oT|=B{~eF&^1ML@}(RsM53s2n!rBwrg`ns zH{9)~%ld?3tMMtBMo;6a{9pAhwPhX;L6^lfSn!WXytP7N=x1y8aMMgs_J=1c_&u1v z6*I#Nt}`WGR-nKp#@O-mqBJz0;%eNdXWZRy0NqPgThUL3y$%}>i)9_hS*m46jUVY!+enR9jzKPHkL>+eG80HkZdm=s^ zC@v3=Ct*6pe&+lVs+YJEB`)5uy=B-1BGwS^j0Y)@ldP*zklBhHH-ee}a4`~z58@f_ z?h1jcYW&92GHTu|rz;5!nq)m-WV98pcVRnbFYY*{p!WEfWkBtQB^l&cSq;x)szShX zNLokGb!X0>uA4(INZCK4{fhxF^u`{~a%~t68VE_duw#1WR-Zk#mSbc>tkqj5P@@MW zxa`ZAckx+~GMaV^_4AD7*>AfAsr)8|Maz@UavgE)Q2uqGn^{GCH<9X*mzt?1yDbyh zasj%OQ_AVG(!9`)VCE(2z|gd6w!uyNhn0D|pg4;T5 z@s)hRb)VOxB`*tvg;S{4rX6B_GC0vq%lqyo{(ONRHC}5~(?eEIjIS%VEZKK2<0it^BI%FVLRyi3(3Q3+XQPNvh z88i@$d&R=8Vl=ziGVrm&;!tgw=PUmWET!|MsZO&6kVeFCp6R-nHatEoyG61rrfe5) zL#Fps6>S&ak`box!ScVt0KJ2f++VhB)Y)zxrZ^!oFCM&q{Fj*kgl-XTa6Wng0={%O zT3r*}ov1u-N+@>$pNxPeaVQ*}}uIp5}0vTAWo)LjHM~Cg?+6 z&o60p7u}PVKmja`#`H+wSiZl0u}!~f0cCFB))Tjl;v{ur$StkAV35G6vuO}#98a6V zI&$zbs+tyB?a9PO1-LG>iE&>G+~~S(t{oooH9XX8lArOb3gny@C1SNqs4&>2d)d&-|0A~cyxjk@xwmGVZ|D-D$H zLPO$b*tijBUkqXJjH+Bhy;I|GCcTsUJMK23Z}4rz%At4r#0_q^>(sB{{l+x?R9=?- zt^IEOH8gn!X>Sa5)&q}5K_&f_@sMd&T7=KdtWU;IX|+s2mm_t_1e|nz?ORS~@b@X+ zi+xs6nyM408sR_j*5XW=KjveePfA^p7i!a3vtmxaj1!taB?fU~&r=I3X2&bi;MQWxuLty0Cyhk+K2Y4!&TuJzQ{69UP_+Kp#+Q;L?$pcrrg$%O z8BNTK+8AV0Y7qW2co8kMcbWv*$7H{ZcO)r^m1OCH8=a3qlIHv7eaT6$`w21T*&Kfv z&fJ)h@!p?l*Pj(e@s{pBM4zt3-1r~cqIv8nm?z|j1ipw{3+_^RHC?F7_HtIdpw%1uH7@W$eNxoFyy;1^?Xk`{ReJ!a?U zP$kaK^Z5uUH@i?{JehT$x@gDFX}YY8#5Th zsO#m1Hw2l$j*99V?vJ55lmo61q>fkcp~q6kjWc2KLR+J|Ay@G}>>HRA)iu6r zNu@keA7dLV26UC6@yv$O4o9ZM2Z?KEXBYj~mG!aHW7hY2*_&F=kcXbQi7yUN#k7-$ z#B*0~jq)qBE-Va;(%iM9AlbZfxe{`r+h8dj%qGT|zU3LxXKXlIJEjO9wB<`3Kx9EUf!h`f7X{o-bAbW#@^J37K(?l zGm16J%dYnhWpMYV!F$iL!_VB8Z<37rt%qZ_=wmPDO{xXp=7JAbH z_GTm+ZbM{SB0w3)HRva#$A&;**#52ghkdA zG}k8|63aF|$Vzua{@%+fiuBkvI3rH#?mEilCgx}CJzmZSf#t80C>Y|dV##maq>6ox zBk6(brg=Cvv^kCJE>m{-Yg2Bj=;;DH5zpr5OG4*=4#{p@NH`_3jW{xl!z`jfxz4yE z@o@|;Y;8U}jH|u{x+yv=L=nr{;EPDkOHaMIa+rtfn;zD2W*9GaR)H^9Bij7SQa0aZ zME;HuDWz^k@S6_qo)E3!bqA;SjCto!!L)n&7_EXc!svgcHU-~2RGR&Gsf!X zsim8%g_dbpF>Crww8TAwy5J+-l%yLY!H%`@8fV8yyn2wdxELjAw8a(WL7N4JhzUCI zVUvhneMDq^dvT@&RED`8o38ILQR6TL%qP@Y)eAmB+UaSj5Wr%znOFzU?v}v$!voqm z8Nq(V943=odneBKm5~OJNq-%bx3!`cX`!Mpb75^o%WHX3MkJGK}JQp zl{FWoYS*8KpP3NFyewieved)*rMZ5q#l2Bn|HUn7 zrN6rG*AzQ%=6(NE-6i%11HYY5LqR;D{cgf(5r51m-i-} zvMTw0K>4qx({J87@vZAl!hbFl9<5>u<+W=S2P{8UZ~tAYbrIisB>tyG_8Vvo$qa+T zo8|tTUi`2@_|^`RKVz@IsW4~;5Ondux-9+_px?uG;1lDZaEHG|TV{dJjHe*11^?8d zznKSxgyj9-vU2?2vi@6~|8KYcQz!i2ZvD49`Tw92*2GC_aOzwo-0e843cSQ&EN2^B z<`)8YEw2_Q@82@2G+Qmw&Sev1m-VS|nyfJG@iq-nOza#l)t_(iMp+E!$Xi}s;F64< zS-mE6o^2RxKUt1(?S0GYx<2xu$`d(6@3EF;`;oj2cRcGlny*sjjhfu)B%-OP8$$;D zSM~QR;x#YR+$#_1*Tj?zO%ZGXJlkG$zcy#;%Tbe+nX^vS?H1)ml|LtW*J2wN0tPg* zq(--E1_Z(E*DPvYM783H|1yBEiI=yCxXK!>*44or(n+f=cU@tM-D^bY$`$_eV7HmN z@AHAX?MsGPoa~vfBbK#If$?GGPZ>LT_+ZenxAX-EWliR#Xl_8-AE(17b1K3Lv%hTaA!lv_8-T7 z-c#bW;oM!LDvOO|0@F%xPb^bZngo98-7jz$#IBaY=?mYzE>i9)c!F*JW;GP&evUTwy8M8AZ}avg4e;E3D%m*V90R-D9+E*-B;JDTEp}-E zQ*_3Y@zLNE_l_)^Q*s`TC#6>j#8rQt<<;zhF+2EV$f8z`-1K|^s&eV|1}5*a^>a;i zYVCi6ZT5Zm(O3@VtH0Gty3S4U@|?_h4!_3TcNmHH(@mc1>Q*g|fsqr(fG%-Z~3HdTt424Hqr6|!t=2kT%K zNa)E@gq9|W_fW><>1Ib6P|e#u*Pw18OWN~`=Y%-Fds(39i@t=BF~nnxI{f2VB?N}u zEPv+n7W-lxXACmMI{YkDn~FCMTBL5hWKLF|<OLTkGEMC(ln5z9iP17#S`L! zB%P&Wp~?Zp=AzZKF$;S&feO{=PGQeFJBxUmHptfRMrG9eR;hkUKZ>K z+PtYAZp;%|b(UDVKI3Ik4%`gXK*~E$efk=}%`#y~KcQ(EzEkQ9JpGllXMsnIi1k*S zrPo8$LtLVFT89QU&4SFS7xH86Ahs`9g=QPwe6eglk>(A2W!fT%E=3ng^{ziLOI58q z882DN53#PJoodHcxuVi2S*IWGAB_5Hom+Ujjl;`o;K|>L0;+~n8w@RtM%lfO(s?8F zW?Sr#6v z&g50~2H7JpyLvz{0GMdNb6V>Q+Mr;Ha|`3#(9nd*=>8YI5* zlW192m6cxM2Lghb9~IHGAJ>-G;p?*rFFIeMf%ctza$(`;e+2)?kxdwFloO2I;L&-0 zcoguB-uML-z`mJnyt;L#r4BVNLQmY%ahSaugylNk#Vg&l@y}4bca>Q0@sc0k?gx}) zi8&+&;QD)~R}J|am)Pn{ zif|c;UA%@P55Gg9#cKlYx+MU|28^7qNy3;&qMcdV`KI!UcBi9B-tW%EaDtn)5 zsHd^{bS<;n6ombm_LDHIj1q1Y=)zbS>1MYJ#k3;sk(|@Nh=d~TGo8JAs}CuP))&6U zbU=rIm*;hzNrbncrvo58Y~X~QmI@*?9(ds=g^K~5-=SiNaNFF^4cg4nG7fc`rzMuF zY}@-nxrAvVEW&n&c8oy}l5(e(6Fd0Us}xhCH)DYBA9uhmDN0Gx1&t81z6<_#NAmmM zgn~aWTIap}h#AS*M!lAT7_rnb6OJFIo<(f!5$aWg1itB z&!cPZ=n3Oi_KUp;-dP9p6y>YZcPWy2!xg8A>IEoBcxTmBm^Az8^zwAlsbze@X(qZp zQA6V9pEX#(c_;8PK$b{^!BI%^20<^PQRL~-NOdePJ=pn(vWBo81Qy^Mcu3=+ra~hu z;ZYhEe6|aNp5#^ErzWQM3L<__M|ChP>Hw-wF9yWO%WX7KL~njD@m8ER>F?aD6{>R^ zZ0!8F*%wO6#%R00p0lZnc^I1R20@ue73VKzi)7PL8I10yqD=U0Zh>XG<_{G|oB z6zjVBG0iG^^Yx&5z(jygTxxyMaQcw367PiZWrj05h1GAd{oLpZ!yQusSz4eJWhGbn zr|#uya7H4$;g(CsWr3`+K2)fzx5dNwaPPjN?QOKY%&1J(2y&pqGr6*mqftbN9$?5& zVufZ+H1HDI3g*){g@%-9j$*<#UlGpq?~NUMOvpnH2PM0ADWFj7O4Md%bVsIF2UeqO z$V_+y1XCzJtPJcw8n>J55CU`BL0|)4YharPGv_ul7#J&T1Oc7Vc0q-*&O#@UJ8sZ3 z^AlO)L-9Lx6PnQWpd#`2(L2S_3jA0>>K_ ziM;H7MVTc1an_+y6Ih6>W9HP)Z$65JzpKiacbp@BR8 zEG|+rI#MuK)Cr{zTz@O6Yj_+ER^(w!Q&-gKlC729XS zY*sXpz>_YT{LW8R#!5HACncuYJBD+HEPTp(>5?;6nnwm5xNWzHv(e9NkfYHOwHHmo z$MGVC=PiXc=eS)c%{IN9p>6<|{-efWg|kA7h}3u%$syc15*SZtB_5|?sy|hT{|t z`Z!%C>WqOb2AIPPrz&z(c7y(8_GR;MV@EM--BsI?(@F(dK8m{*?p?&Zs<`;elX&6x ztZsK4`8PaE+3AV08oH` zhwXG2dNnO&0C+kn&txX7lfHTk30(gW@dgn=%dJ&Wt3Hm&*lfZ-fYD1N+L*+1gvmYD z&kV5cMS~3E(Y*|mqvH46^PZ1c2htEV(+i3swintl5L*Bigpj&IWLs{9m!&jR9qqP$hNQ*Af`*u zCrQYd*?eZI#4T=Imw%rVwl1{0={ZP4G35ayE3mcxc;7K&gOteozPx>DE(aJf72Zn7 zU?f(Vm&s;UQ9>gZ$Wia&Y^qS*ulFfY3|kT=cMx+E+&}Ffgf0hZ2JR(R*2Eal?eQ7u z9_sK1e5&Ip92_J1%r=y=YOmt`c#z1DPN(+1ZaW-%VNIF3Q3MYDZ0py*Qq)agk9P*V&Tm&wDqNF+dA$7XDE)3F~?CdR+w(VrrTjNQ8bQ~VqkX^&I zZRV0=CGe>{;1-lIH6CK+EDtr$Gy?iwAQds5TT`DKroQc}b)e;Ep0R52ln+OnP6f7a zn$h!&JMl&n@-a}2Ul_6rSm*EFhVc}PMJs4uNIT?FULM+`CXnS5r8ATAvs%!)&(?XC zs^_AvhcW0fgg=GGhAL6iIt|g}eIv9ov@I&_`T0e;rhFtj$lHYJ4MU;+wTTYcGHMbX zn4Ni%P>_EqX)@n%sAE(U3@YJSFZ_DVv$X{^`me(3c6B<(r7jly7L3khVvf} zp?D?VkeAw!F8u7_l+b&^5DGn8{@|iQ>V{{i%u2$rn#pkI&(W4JHZS^+{*NW$LHw!N z&vwyec@b5nOfS_Sx~A6pC_WCmYK9jLTKfWHA{Jd|s@^{vYNsjQuM>FTO9beC`t5 zTO#xjEQ|k#3PhAou!r;^^2?E&H-PL7R<~i7j`}oPegPAh4Wg8q>mqa)Kop>DDGu9l~89p6~ zq8(?3Xsqsn%NznJy-E;Y{r1ECC*{V%Ld@W6rk#Qv?c1^n2tw`_#LOh3IIN5L8i#(u z=zqnt zwasCWD)9|mq8kK*(M=ocWrwznEsB+KIzF$;w=NeUqLKcUz)V#AI;(s_8_IqhL6{v6 zy5E#oTE#uj4Lxhg8fx4z9n;HpN{m~xYtbSmU$Hd<>VF1GoD9^v;jWI@Srz2Y`hF7W zqvx6Q^=YG9!GM0&+m?}D?0dK4_hXPauTa{SVs<=EaI_A6uY5y8B{ldvGH@7?^WVsF z=nuTjB|0m%e(&-$_i|(Wia=Vvb%=;)MRN%uZ9sw%$bsR}=h3I=1jDk#joYI@D?|sR zpt1jj!I(O6crtNu1)aRk=ChHS?L@3>tdGt>R5fJV$#uL$_nA)`VIrT%SbWAhAJ2!* zJkZt$Gba0BcC8B;iOPuCLQ)I!98`Jkvm}Rvs6vQoFV<|0H0In}VBJ_BAh;ppNZ~cp zT?>`dG-n;J8yX$b#MMq)Gsy^v!;G%=RhiOMPd=(GQuGn@*6tN5EV+7q(hIyw)IEvJ zz9nAC4%r#6n4>vA#fT)u&(mgS!aAT;9Up+eSuX{&{OrZkW{q4~h$PRtE0hEOW+t$o zK|f@5Twhy2YAVNzy8d&$b=t(z$%P{}_A6XyH4r8^QM7YPaH#=LKf>iX=|ba!Y4(AR0>Be-dOn|asRunVkj*oNig1Uzbe~`k(?k( z!te9bZ#hG&p--6%DX{BGAl4)E(eOf%TN9=&BpIJjpJN}IS0@E&Q@ z-dSA;li5B|N_x=w=>@hSJ_vMJx_io|K07V{gkoXs#$7#*WfsKAV=3WCkyrG>4Y3-; zCP$Wwmv2^q<_d=RYkiTUI29*fvJ@?#0&SH@N;5#$)W7 z=iZ*#Mv6}f9-=>#1DQ)f#^5+J-UtMg`NfmzIT+q5>R!9VDo1QOS-ud=R4y`(d+MqJ zwbu9Cok^Vu-ktEdtoYA624V)GKaUa@bi`TKz0Dgk1rhA_ol@sq$`aKIpzY8{G&oVa zAu4SZrZ|f64FbbZ0KeK`x3lT(YKolFT<*BMazG(H@JXq^V?b#>SHs62Ra7*~I2)S8 zO{WLEoy(QXn%F@`(RojlaEFBEy8@zd;b&)Wt8H;ryd&031{Bv!^*c2N>(%7}TIX_3 zhgM8aH$63oZrP6zQF`^986Jk$sSVb7Ye0j40{H8tt2Iz-W(ZN2+<_n#`+K}RMwyFM zgwy?Rjoz%>OS8DaIt!_Auv%5ZcEnB9&Fs%h-Xi&-^8pqz{_@(&cfpc z`O)Q%?=%9RpQAvRPaRS%5U@)F?r~&J4X>eHB~RvqG{vS$P^K|ZS+tZ5dv+j7Soysb z)+RC59E_LJios^=?1TTL?!>PAe$#SEFztjHM@s0lyvhEPy&awl0*$4ji!aW{5s3@@ zWY$E_cA~jB`j)s0_Ye8I zL@c_K$E6j`g~Qnb)hPJG%>}&ie?6y4A$;GuO61@?m;|-la?~uf_TJ`;GB1m-~1!B56fO0g&SZ1|Jw5 zQ5WM0M~{KKn%tj-Uaof?V^P&K?8`U;#v{Nf-pEr8#GFZuYoMj=O`{$4D)Qc5jueKZ z1y#3fmhpU|-L43Udb!f0VrnP3;8&0-0)Fac0jA>fMEb(cET`1kSRXU_k=}AwJTZcw z9gS(L&hlLILsd4;lNYaBJdgZ^ynL^Q1UR#PxMrTJK1dR_kOs(1wxdUS4Wx1}ik51lr_ z`DREgUue2HhXr49=+2=;W4aGZa|MW4B;~Loz@Q%mQqIZZ^$&I2UB`wxleBYnIlhme zmus><_UDFvO&dxBpgnA!Oy~7do+}$mR8M(Y-*10$m9wK4%2}9x%{+=JUK)~u3DCCd z*9LPbdxmte=UL2NbcuyKMa0%MluLY4Q+XHu0Q?-+w(G##>ubLzJ~*2#CtW*@p2-_1 zubbb!`CzoM_otJY{TbXjw&h!w#;$SbvXlFLRSGdLt2K!@j(MG&b_?PbUK&~G# zk~zj4qwDR~lZtj-rj;}L<^|TMdyO(7>#OId`K^y2geHBDuils02F$0xIECByzIogn z0p8$XF3_uSjZ#6(m)PmFh#XHKbycJbYdg2wo`3iy7F$k=cU}GQq(%FIvXIJoL~;LI z5#_Ym-J6JxIFn>Tq|dnA3VCZf^tqWRa!KO|Sp3*`QXg2{@Q&(cr0Czw!A zKO!XBv}s+fC*;wmX>*hF;__G<4riPIx*8;eexAElv8*m1_%Z&pGemG8&aV^w+u72G z)VbP^GQ8a>%3#`C8HeqAq#Nk`u;n28)aGdKx|?Lpxb>H`gcE=_Q)CE;2NG;Aj72RxpKM-)=>={pis6thtyJDczpQ z{kZ_3KGIv_tIBVFSbTVo!Q8;o1ARVOEVTMmy7S9eiuOq~S!>MiDRx3bfT0qbTy@pY|mUyjJKK7n_Ykze< z8xbItXss?E5agrUP#*VgMIv~nK0Idg>hVg{2JiJ*XSKYppK;NA`L++Nv9YgQa+bRB zEKAC1YTrD0Cx~$VP@%M!E+_Hcv3`DCjHCD7ceAU50U;rCLFkU=g^%CZ=!%layleLf zD69uo2Q%7*zS8L><2oLW|0OIpeGdP}fQ1Z7ZI*Ej4LA;82HiA#R41zP z28_%X^T~~f=|4*MoiNI&4ZG11%Z%q=(OnTpD;9H_<5`W+c`BJww`CIFtBRc^Oo&^?>O_8gVfQ#Q?}@o4{fN7&ouCV|3#(yf&9UxKV7>eSn{1UjyimxC{I z-AayV@=u5oyToP2FC>}P(}m++6Frll@=jW3dorHAA7$R+_LI0tP7+jRStCYss9?S) zoYC_85_u`sGfvldVyCp&r#H5o&iVuy+U8e0S z*YQ({_-l}Vy1ZbfmedCw_(neex^0M>Fha2DE)Man4*2g>f|f};I^%h8j_kBAE{?a* zF2~PE=U@Lve{u^RP)31zm9y$a7=LKB%#k2>3t9=yiIOUZ;2e{-0DXSgJAe5X&yG#Y z=lj{nMLZGvm*O;3h!iNFx=kmZ{PM4tVCcf-Hk!$sUuoBbyTP1~==ag2KdskavM@Ps z@N9c`l5NHRy854f^}i4PGpYTtD*s#R|K5TB|J+=_dXZD%w4rhWAd-NfZw>wX@+z{P!E4FgIV8Y1TUzZcJ4d6SJGjb<5a;IADFS+*bs222_0Fbk6)9$Cf8R zuv1%QHB|>BBF(r#dMQ60tv@!_NQf}7rK7|1U+%Uq1UP}nunN}-h^m@!!E@SapL*vl zt>J8{#zgm8kx^T@brHAOju#)PYXOPfLTcYdDTak={jH=`;OcPLy44S9VF1Wuv_kNi zrU4O8L}t_VfwD+GLwpJCU_!kwk%#TlU%c9S21J9Sq{ScqQJ?%f%9}ID4c@H)Du?=% zt4)&yjugOkT7Pd-@%Q{#V! zm)3~K=5Ox_WUAJP^t=>mT+c{=F~lBEt;w_YVu{&@u&`*ez11J3{thW`P1ehpIy%Md z8km46kC5k|4w7{V5dE%d9F!3A73Sa3B)=`%fR^{$8-9NOZuVqzVmOqDqo)zH1w~+K z20j02B}lbK3dYCw1bUEZpoU3|$2eXcY{$IM(vr7RXep*HI=Kw=4wx74O3jA#n`JL+ zX142hww-6)Rx0`k9&6nV14p%u0cn#LJTvW;imPHxX0mVj*o4ph<4}}ztF4m~o*0UAzkYj8RTvu1;Xk$_O85ar zv4->5|L7_icy?14_jfN@sum*p9n^K-t5y_pN21i09w1k1?*YS2H`_T(_e;WUcmpbZ?Jo+DOM09-T~DFjs@~4>=2HDs9O+W^>;B*5I5Ybm!X< z{jKvLp-ajwcN&?*`(v8Km0Ab{R~K_P{jU5-HDHbb@Xm0mHMo|-+S{b_w2JhB;A@rz zAD3^eH_ASVH9!h6+%LPaTK@yA1SUe&HRoU0%D-a@&<>!KUZMHQ1$-0yM{#Hi`^Pu74 zVvqP&91&)t9K-Yt@@zavDJdEs(o{6p4u}{dM2;L3~ z_DeJ$%58bW+D*h^j>|cy((;@ze9TkHm%2}p;#nWNlk8PGMLOOL7ekZ^)_$RfbK_Y9 ze!;f3=U#`toa##I=7>d6Ew!Z}^wwoe(_t3mb&OFT-L0YvYeFX!a!=b>yc`d$FN-FR zHNG}|xGF%~9h4v^y;j>*mv)CKsUQ>y@N?+945@{6R$>V8w7t6^BHr0(jz7Qfl{A6} zVut~7!NadlXJE?5WUpiODdnDmevw|~R~LYc7s~QLG?Fma!`ssI!F`8fuIT)k_@~19 zj~uZsLgCPqofc1aAtr*2B&i&D zn=o>y*)VI=U$W36zrJU;BAp^`j{W3&xKNdtK8x4#mpCw`pb1!9*c`7U$lP94SeH^W zI>@%Jx~gL%l1G)U+?>Y6?;RcKv^E%q@laFYD8mUE;a>Fl;LWQ#xC-4jy%;7(hk{;3 zH`(XL>2YG z$>!jAhJsU(GTXqDaO9UYi@^-(JRMzcf}K@9p&@xeO*fOq&{7XXX)Mc+ zYW?NcDtYQOjj}mt1UlTLGNEtunt@N@< zdDy#LzJ-T<0pgvBO@^vb(YbGkT<`z7gmnWLIW zZQsSh&{@wBP$zitPe(kEct@qag&7qmaM|2Z9VeG^Bq46-JZ}BRXtg6cIXU64es|CX z)n9iv-#G_JCxPX#oFlrGf-}^>$f4E0PL2AlsewTH`FwcD=qu;UK3hl zhY{P_99BZre6q~Yvif|R%rv~8d-2`isHp68xaUfa#dx?!FSAAwl02x!8Z+HZKx>?N zZY9=g&F~`S>8Rn%%ii5eCk!{`a#OEprV^d5ri#KNB(-60+*=Jm#+-QG^F@VGEywB7 zL27@H_eDmcMH76u$|3^cgeQp5j=4{2T;NJR5K~4|8Faj-M%52i-!}x_~h#xXKVqUI#hIqH~hmL+luRyaOUkyl^ z=MES@JHP0oxwXc$>`7DuQ|lN?8ePKs2;Vu-j8X1lcL$Ds*+MhK2>Q! zaCNs;oas1$_F_D#d$ft*^1IojO}y7;W5wJ4qg(s8H^|o=pO%)wl#o4+ z_3{#B<I=H3WKJod+OLe`3y!To)-_ z*O{i6x-b}RwCsG#e2_p;5MJ*p?~~N=m3SR?yc-KoVhU+K z?}LwF(!|##;nc5Utf>f?y=`^z%`jX{s7EfpDqZhg=sr}C%;Zb#U7hs45M3LpQGale zH6m3f9r+#;VRv=2zi48(HUi!3UWauLgwE^$J?V*F%WG5IR~%dexbGPbxv!6}$>A@( zajcSZlHGf#hjpwz8FNscTLOyzSHH1OXc)8!Z;Cws}eV?*X+$?BTUg3tm z{jCK7NTF_DFqg{*e`j#nn&gPjl6SoFg#&%h^7ZvevqW#4?Sg5$9g2{{S6!7CN2zK~ z1I^d**&7+#c{hB-S*qZuyKN93B)QDmoi{|MlQ@mYFIeMg0m9d32O?tO>x}tBe)ATP zb4fEEnv2lpyzF@39V5*{8n4w^_2PH46Ra=ZDTX3uNuH@p&J6uwmU>d)#{9 ze9FzGiDPJd-qmWIP0d1J$(q;tSi|3KfvML>=<84Aa(t%kI%|cl_re#VR+XjkI8uF) z;8?X6PxrphfTD`TDhKWk)dR9eWo;2;pd4ysWEJgc|KHT)cZb0j_yd9Kn_|L zbN69YYSVi1dOhpWVO-tK^+o&LMklN-HhjLm^afI1$6UUxis3dm|HFy8?YfP&tM!8= z9~x7+6obRYobN}ggAX_F3Aci}{AetiN;@&08;h8e@yl!F&zatbD1lOOzSn|b{QJ+j zT(-5U^;+RieteV-6sn`fyWx8UG~w6A|14qg;gO6`*U`^UcF6Cb8+b+2eM?305g_r| z@t6yFJYtjdrqS;Ui3HgWf}p zzjh3eayq9}`1nkQt;{u_+9N&i+4U!Xb0WS`P_)68JuvOIlBBwuO747TPnCnI8MtdQ z^cqN~#uSB*X@t&Ru-8@h4Xh}Oh-vqJpnRI%$Mm-F^;`gf&i(5MQ4BAJ#+dQim1N@U zG~pd(#{0Qa61^0cjxW}m(V^Zz+l+ZbVKAqEF1Y9K3&fd01#1o;>r`j|5y`mzjj*c) z4Yik?e^U$$6IwK_y0Z9y!ZD}pAj(l#!I)qKl{hmlL( zTE=!aOs9@7*X=k6no1&t8O0>s3RC&}wyJDXuC|QBjf{>>@dNoOa-_PxE||iK`Gy5~ z#qjRtj|;yDH!f=^5sYa2#uF9DegPH#Qk~g1T+KP%bD6RQ zpGTc|v@ri0DEm)G@d}56B33%c=vVKHsuTzF$kwN6-TCEu;2U@bXGqyN4E|A^*t zMgTu9*bKDi`Q;t`?{@!M(*Hf(KerUvI{%Mu<|KOcDzjngYOAR#`dXsL2>-@Fe+~_) z*uL2TmRfhFiquNm1b`XP`e=Q0VGUL=6v?ItF4>wNIo|>HKfB>C3?Fb>Le}_X;*Zq+uXLYOj=9+GYcrl^( zaXsT+nJVxa0)I~J?n)a5vm*k^9VxBwxL>{1D1%%CTq_z5bq!6jYr6Z6WJHnWkFE%7 z;L$4rc1Zn?3weq;bpQirdQe7WAr=CH-d1j?-dyT z3aEenDqk`60fOHIyw0dwLa>W+D6x-ViQ`9V>ELR^<6kjfa(CfVB!cJ{9eKJ%k?;YK zyJax0?Gl~*Ku9$>rM5fWr*Iin-)EwAA)SJ!Km{*GV3UI~Jx zrSOq(YYPCd164iO^K$9{WW||Uu%hs*%mAB&;XC5LHk>2j|L#2r&rm2KTehzjPt3cY zkHxq+V-id6U_Z+lI&(2r9&4J@QatoeFVuP{tdn7StQlVX@IK{ z=!gN=?KD^One;dS@z9&;WypWA(J6F6YB=jrZgFN%f!g|<52s9nYP#(j9;PkiLqeka z)sDkd1vw#V_5#opUD{qpqt;jFM=}r5bzyZ@jJ9*$P{C5!PpkXqireFX^jDySRG34N z%8D=!RmVxL^z)smcPUO~m{T2>;Q~#I?qqMk` zC)A)79N)*8S?0W@;Q|2SWyfyxXm3z>_L^y{{K?(_^e(w~eDkeYp-l%w8fHNK+aIHq z;N&n%$MC1<`=@n-R0?+(qefTK)BJM0h;SUbl2f2wT)czEPcQl_bBrW_N9&%k^2<1a zI?@RKwvKD%?f<7p%Ao zHmzE!S(=9$FqbFryOkvfdevRb`(vfgfNrE6X7nZX+--#+!h@FvGGF33dSSefb$=p{ zbzeM(HQ;8f!HKq>uCb%ySq9+M3}~v>jR%sq#)@^xbtGZOWxmya2B4u^yiV&7d$+P$ zK;bDa8@UhH*crM2Aq{t?6XE=Sw;gw(j*nGJ3{+~j|zs?qz!qbh2zFs0jXp4^e+25B}lfz2@z!Dia zCl>_ojhCOKLF>SD0l{he)7=I6U1>JQ+c(@jvkci+2X^qPa>7f0ivDqjpm5dyy5qFT?e?Tuy{)ER-Oc@gBV zeuEKg(MAco2?7@E#{V2m4O==VN;x@lzX=&RLfZj>6Rn!y^9hDA+ICO{gx@I;ysZqQ zL;+>cWP1)%90EHYRI}FJh+8O8eO{KcE+t}w1hd-tYGg~bX$2!w zl!{1x4kJzIrH1~xkCI1}jHEo>ZO7uXchk0PHjPIrry10Z zywQ@NGO>(ep;$dJy3drm^a(al0MuUhtg@gINP;k4IqdP}9MD(l<1f6u`!L;!Rr;IW z1C63v#!q^|eg@;3SCSH4=n^m<*RHu-|>`< z&`AKZXId`7O1LRByA9@8uJJ)a03nuK#^zfIrRQi}$9#o z*%sx(wE~}Z-_>{W8&vHmIv3#f#skH(pEvK@^FzfHKlGt3uq_6!E&)Q*Zss#%s!xVP zRPrhKoc2)S9_*Hr;-B3BT>7@E{P7&Hm75ggG)~@nq><{48lufE{9nql{d_CP{=eUoJ6Ah%g-ynjYXm zdzD6}$C)SkmDOG7iSB0^c7|OWFE|41ue}LrlsUBwjSY`<7+GTi040g>qy+V}*aqw)S-GMPM{eiQxNZvTPJTg=J(FgYRGf)TmF2`ene!`xNmh?a5m9zO+iX_QXRJ=& z;hujjRq*6jHQX)VNHkpjo)ToN+U0nQHXNlA83d(otIb*57Dj8BgshJyE91M)#r%EL z2sz9l(%B8vq5LER_Yb*%dQ;+5rSIcM)>|AUZ}Bw8XD^Dc^&Z6a_vxnmWtsZ9Y7Axq zq1^Ute`$NtqByjFEjJ^~zUONKpNsY60H`w4kI<9u^Eq2qgaC7Jdm)HkBzrDE$sm)l znSZ!8+?hvb^P~sl*o>KJ0H0a|O~jxF5-N;{U%g5d@lQANF#wr*8^$V|n7z_R;{0X# zi8@j#EFv8^TAj=hHTsT0Ejo`@%@w2}V-2l>vxgF4jvx)#5q)~rXA79sA;^|yh3SHf z(A6QtEuaCWq)1}L!uvYRakEI!{1)CF{ZM_dh5BjGoyuyuVqR4SBCoi=Gr)h;+rnO` z0Jw(styWARZ{=s3N?Vif5-YI=C5_1+0~VmQ{^y(7cSTOLa(Z2W1ToysvP{ zd@C9vX0$K`VoeQV5JfAMscp>s_V)h4*Z@~v;S?L6z;HR=$$rwx#8&e5dSrF}OPQ2> zgPv{U1S|agN@PU|vAu03@6+x;3RP_&EWiBmmAPkXp%@_}{>3}tH`fd9LrJy;y>&fqQsOu70*AAz0k4AUY&FJhK&=P= z>mNA*I0nQ56La$4--ZR68s)c2_3v-ves?XxM~F~tXmXy{@9(IHN-scf+&J{1@oz3f z4}KIUSBdfzbaVkABQn}9>|C&S6*ryJdtM!ldl4D)`5tkQ_q2dIYeEKc1^xA- zj1@)!UwTuN0t8bQuGeQP?Lg^GEC_0yco!ULcKKL9{kH+7452ug+mFd3df8-6cNJ=f3A%SP{IZuX2djyEH6zu2mt3j~`_h#zPQ z;E3hVxSv(N2Tcwt~V~O#2Xl`Aq_S4e>Yc#}7zwbJrX=oL z3mijW;``L^&I%@cyH!am@|q(XN)ui8wJb1Pf#%bk+G-(q=1(jyeZV}B3@0LeLtoVZmZKv8HQiP# zp`_g(({ku5nfJpG-{^!Xsdaq7-DMojl(b*lP#?nvEu;j9JXVwyaH@FxrMUWnco`-J zktVG9Ol0v4qY((9STwlo$rj74`bU03!}m|j zUwDEI)ds}gou5I(-)IOn5hswmDThnyu2DXV zWIC*KNNq7hUjuPt-21)HE^LfY{#p5`ie^V%iI$$^I@l^CIh_V}$FLDD?>Q$;IjRej z8}@q`IF^WdibnEnfCTZjR3FTpobEJDY||hgg0+wq3t8mLv_1O$ucD=QG41(;eq7dXfsTUs<=5L%AR)Ai^OXv$lvS(s{x ziLf9sTN8twFQN@XH%v=OMT;g6k^CXktSMlyMB^I{@vY;WvMgU?ZvaZMN(ULWjfe{{ z8p`1tAPm0~1qqOx2L0|NWg)u9A1kjrp{97BoAq_(bK|xSkkNfM|O!U$brtM|0Vy7`e!+CR?+b`?xo@Vy&a6TI}2D()+iioFz zNexMIDAdT2sWS4*nG{PaqCPO!K@@)*h>s)Dy8S z9iPNZNj1);4=hpVpnZKW^dcNFq}SPKL|y`ObN4-q6R+|I1$;f~*8E|E-$d=NK8WWYt$nxdAWRZ<^* zqO4GLA41Od%S;Q0W9lz#gzu+@IBVa_WEaY7W$Jq`cim}0PVYq~HiY#9rcjCSu=oQh z-7AocmKq8l;@bj}`)Qv7c7ZS*Lh0=vI_7TUDtcD@TA6>0=1V_%#K($7!p-tr{y9sY zm_Bi>s+h{fAunzHGo3V2<7&DY43OUfJV0AO)z?$maX6f`j$ZRR6+w8lL$BE6TCIBabixA_;Y_~iqUbWO9TlxDyuxe^s~e( z(rzs7F89bjX^7CGf5M1Bvu1=%(-}31&*k1A5%w}T#L`ygEEc%;P@LJDKrs(r&xk`1 z^1H)(gPr?DlqLKc$PY<4=R6N4mq6K_;XK>_4&r^<8t<*Pl9t)dDxYpvlBYRivD6hv zb#IIoJar3T8g$lrD1TBQnRChDA%&N1`M?i}O2ro>eeu2m=BCqh=j6I#ZALfI`|(8Y z4LG%FK5*cH)@~~|v12O1x-Kts$JzQfXGV_7H;fMP-J|+j8Sh1BK~#6OJkd2DJO<6F z#Lk$u%S_9m{u{csy0EgMrtAwm&&3j; zvlzv-|Fi`(8+l^#8!TgwFI^+c78)Wl-FlVQwZ!l1zhMD7h0nd4h%*U3X9w3-zq>9{ z-=6H-1Y&3%;bYSu+lsoh<1AnW6V?jY73PV7`60A9uL=W2%bvrABH0eTpgF2>0yF)_ zXVA_-5ff%jTv(ms$m&%kgtSCFY@c;I(JVWz4I~f6kb7=zkH4Z?P~b0NCr-JdnsWaJSQ<*SCAbOz?KA`Z|W1?PTADZmI zmnj)~+D#P)T6rg;aLa4T7kK)0pG#@`^V;a0de0txl)A^9X3AK0>(!O;yXkco9}Up$~SE8vbntv$ov6hi9=>v&v^!&PBRnYNB%Ezm@H~V7WS*q zI+(hD+Vh}KUY;5WXve+p*W`q9KksHN|DvGoryw@QvyzA-2+A+hxIp-QSX;QDcNI;a zKZ&N5U^m~nmXks@3tk=XLW?>8hDT2B5E{p(ITztf3xQz0w{y0VGQI>;n2r@Wq+oLA ze^7eSbEiFiUrOs;^Q)rT2xAMaZuZbx6=e_w>BgKE$k=@U~XR36SQpD`>YRg4(X;l1Hm@|_rl7t;Ci%-Q@*`V zIN#%gE!WfYdQW?mmVE&%g^y^-T>B%kwJ3u{0Qm6D$I%Q+JMasxj^F(*1h~Ol(IEmQ z);hP>2?)Wox8v5*pnIyBj~F~tyFLE5%A%2BSj(|j*b(ZFF8Pb-MIz5s^gp2cz&d<=CZ$UGx=a`X42WB+V9&; z2~_Y;?m~}8esjGoh;<*q=gh=0heiEnKm6}fe!VdNdqBTRI{$B9m6rx1)&H3V@LwQQ z>iR~-%0zBhhvu(+5^!_(6f|~iu<5PL zUqHBT+;;~}SUW&Qa6gkce1X9W*8>kz;)G+c0a?Y@2IfKC%TBcKVF7r-i3b$c$O5nj z>ys-Z$YU^kY4wDg=NA>(%*#}(fO!D<6TpPDWOO9X-}Ku-eg#za$~B<-{~ihuixO2GAVM&$IU3V!fAvv%tP))Wl1T1z zX?Nc^R=;h)`?$OnM*yOAmX`@D6R>nW_r&f4e^~o{!}o(0+cUQ9m~d3nLob9`~cNERH|AHZ+FqPN~L zeuUr!-39;>^iH5bG01+r(zh&x)z7^Ept%4VHmn;k)^gF&ViIMW8MrHx!UC_j{?U1L zp(GsRc&~zbXTojs+uuOt+i{5Wim3QhKA;c_QSpz_vVYNV1qKV9)Ol+~ z2(5A8_je837^)RHCA5iLc@oZ!CbKVzLdS82RImQr3 zfCP1^BJw*7ni?lEl%(6BTW&k7hS_#CK1l--{%q?s!KwV)*B_&*x}o@-pQ6@!*#`I> ztm?EE{F$^~_0_-{%LP#TV!gp&hPt9U06;R-;wk5TwCg^xXPTF`e+D4eG=&VkyIGsL}r;};d1>z+;u%!2~!>|DzSlo3N>&6+%{eeZqQ z(Sc)aBIj!eZ1NE7I|ue=fyhqX!5@ANd^q%~U-o{kb?s8LonG>s#SvFe08F=Wu3o`8 z0n=0s`@^R_r*ws(>ELmev$#S~q}q+^oblQw-@>%%Pm5t~c#BMHZK_s17)kS;*Rn20 zTUJ#~A4!{@Km9!q03ngct=4Hh(tt=9UJRXi*bFn7x8go3gdil#Pdt^U z>S%zk2T)^1n>WzA)ZvB~W|s%iPnpsaUu)qg*gvKzD!ZnNyFRKmY|fE{rx4PI{O&T`oQgY_6nH$8|*y?Tm&oaTjXk zitmm;Fj@q(0?~Nkvpw2cV3b;^3C{+;^x0J?KvFsG?WXS}b1KbtswkkZ+i`eJnvGw&2{y zrMinBt>z;+$%OI=PYhd9aX-|v798aC6WSse+(j0hqMWH{$L#UUjSC>GNDyCCvz%FB z{r>)8RCF$@-F6$?9vJkMBQN)0pK=i(9`B4I8~9-Z*+5!VRZRYfB4!k}@xz2ZG@3^) zF2!j~J)?uw2`yL+F@VE}fe8ze!d_$v^}SJJPv_3od3slx6k^lH4tS8sKqA`xk|wdi z5Q8}F@Ot@NMY;F~wD7PmKB&>;Ga^@i6(Q!n`;NfpGzgDd1yYNv-8=KEJhp?#n~(hr zE(j^{Q6>IJWm%`v-2hf9Rn+WZS$W4yzeTh1KF$zD)FARElOe*`@>xoIp!Eoxg-$B? z@Y(ghJ_FL8aGea6NziDTNAuHK${{BLTti;u77A|S7W%NxxSC-o%gyCMr&)HM&r7CC zCGOQ!|Ma$X0N-w=VM`svnN0(t#Y$QPc^qJ;=?h^Qw9iyD%(66W)ofm1kU;>*NK&CiCpkbP3+eI1lX}_}^sHmJh9Y5Wb*py$UZU2Gd28k96 z7+$Se&o2lxidN5FenU6+CcqxcXbD$QO1_>(jFG^;gSW>3>iZ5OSZ+)&s$sWX;+Ay5 z%9Sp_LY)|*^>L48Xr<(5&2o~^Gmy*OqeG=KRtEkFUw!_3$@i3d@EdIYd|aaS)&=4>x1YLE0oSY`cyNk>lc6<370Y-NxthMBGQ}2uJMPi(k$UT$O$ZAuv?1;jIw`CBSh_T_!@VIh%MPT_t zKJHUGL-l6lg>xAAVp+N}pX-B^aVVd9&fOQ|t_ArdP{7;>fd6RJH_HNbt5G+ODD#w) z$CO4;kk*ONjO3T>lAOlY(r$mkR4G!3HuQ}dC)m#!eYm4%E&o3D-P63Pe#84Ga*|VgF6BGm9Uv6y}np4Iw zux5@36N+fSq}h@gK}e(5VBX*`y)fmEt`7YlhC_5}^y zqgrkTCbL}j2Vn{&&h#>Q>9`mi&m{UQqct?H^XXC6M%>y&xfU;@vsV+9R1$d zy5u;$1xGSe!g(o5Rb0&Qp%AJpx(IF%Y7a4;)sTsLP|4J*%25>z0xeq+rLQpdqIgUA3dhmT!iR+^ozHErqOg4t~&|{ zq^A}rP}8_dEoI2aQQ1gY(=0SD}idCo!p-IF(GdH?o+teV)H;~ zNfxEAL2#$Il%+dhMo-?A5{eg?MTuZbC;qMCHL0+XIz(tLra6mWFW#&!TT`B-BsCIG zdGN}(_z6>l6WUz}o77A3C)s_NuxB9O!v@eT+2pY%OPLf zm_BY3Hi8$8E)SH0v$u`#)MY871#?*H&blrFM6vaIT#B$amuvW}|IX#Guw&;+QGOd| zQIo*#z(g=YhFF%hj%Xkn=?UW9>7}4UaC811%0(tMk+D)B^)kZX;gJyOVa~WZ&U>@I z+lQqkn;3)0EVOVFiIgU9I}{?iBqb$7rls>Mx_2rMG<#x|c<62v82Ge%!#9;Kz|>aW zZR21gI&}HM&gbg-?#4||q_-t4~3L>)8>nFSPEFbs9Z@F-mEt=tR0OA z>^!nakUUH7r1W~+JRaIST+!WDL;QV>`|r?O%U8+NGHJ1MBJANe9J#M1cLC0?lc4j? zfFj0`iIcOxt1vVczSsRt-*a=c@hLr(Xg-Y;mJ?k?xPy&J;RT>ldOz%YaG`u7?wh@q zr#7(EBMfTTQB@58DA5lIVv_CdW{ii>Phy<0BEh&}VtctO9A-x2Gk|!m2#PA;ETDCN ztbFKfAMBrYwJ8pC`IOEsqt~-p?h6z_|OXh)kkX% zVkb_R4686E>sp^QLB=dPp@}=2T$H!Ffq7_=I_$2?ZcL{sLJ2oAQAU6x$?*BtkP-O(+wzi)u<*lCPmC(@nQAVaP?9nVuXn+&N5h2D-TKAlKVsEM=P zs9oEz|InFHJQNo+wP^$8rUJc3xeP{l=qyea&XQ9OZi5=LxqyW8^MUrXhBa+U?KQsc z$lIt1=_ODRdfJggE%(ON%Rl59S`N~ePbt6Uz9$gS9pw;Qd>+i%FevZ~GMV?O-dkl< zKNxf$rX=@6+vnBV|IHCMzzT5{-d?>ceEd*V zB^9dVs-~I@_~{9pn~Qgq*|==57E{U5K4xX&g_6bL)y_Nf{#cn1y$M&Kb?J1-#=;>Z z&KSXgqF@OeeywS@jn_?749mQ)5+8i|qVNG)$o?Z8v2D%9vGFB}a1-4uHmvH2IkkSK z@-M7|Ji`sJK3e12?k+|Rz+PA{w`_bcfd1H8+s4Q@2!WGK)J>NiudxV4diFl}wlK#R z+IE0c8^N`Q)B?ZG=wj1mS?}>~1jorEm@B{U9)Zz3n4YTcA!A*)gerj>ds&JI@3aLP zQ*y3Dc@pLDjq32fM*uzeBpQ}aMU<#S5G&e%p|uvV;Q%|n&-V@Az#$-iazY_YBm-aX zW@mU8dHMF|QglNU8AjXq2s~A-C;Tw?JRQ2oHTESB7_Ps_bCVrs9B+#EW(b|(*)?jA zEgtnstsZFw=wE_hs_r^5w=Qyg@fv1#>XVGk9Xu5^%0wXD*((KL2j^#;-X4HLu;>{2 z0)Ow)@LdtEAW6XHyKJ{N&%7P`NJvIHK}$+kEUt+ zUL-~*b(DQT|G)M5K_1yO5W4RGv>c&FaN9NjUO3HhwGFSNF8BbDGdB7G`7nLyUh)lu z?BVr^HQs9b&-8IgrF7p%s6d0hqc@;@w>kfcA_+EpMB7Hamt!WNrs(P1KQ(i?5aB6& zzqN`gNyD*BleKIt+R5xB=gB%*)>IvXcU0ylgqIoo2Et9iA3o|_Cp9izz|$`SgR4rw z#z2N3z0s82wEz;RxB6X}J^Z-%uo8NDEqX&t|K4ZNJ!VnE;&kkjQ}H8ul!P(!EM zDG{b31EU)?6Ifqz(;~be=c_3@HV_cm>lS}R`vE)IpK0w9%mh*OfX3|)L5=YBtpLtc zd3uk`=TpE&B)^oiG^TxJ)kgJZmu8N`Z>A=+ad(aisG zJCl*>K~H-h=M;2Vcd)!NVd4c@^QQBXkei8{ko@8`7#5UU;K=+ju;-x}*58Soc^YB8 zSn}*nuN$1_CgG3D(2x}Q)rBw$svY;P$?h;*wmK?s3d~~_h!^^dTVnHv`yo)>lEgwD z14yP!xYOtOqXI4$TVE{VG?r0~F_lJvoQqE%=?2xEd(14N~6`ma*m2S@yqS`X?+c2roa2)=Fg{AafFU-YLIJ5mj;5xeHqKQox- z>Q>*X%&F4Cdi%lO|;hm;{cqK(wf zA`u^po-TFws5ac{?#O%V9}mHJ2{_chbbsLd^Le~X1LyH(WGVlDv>^Utvh9ES?th!X zCy1Nwir@qCKVMR}2(118yG8jx^bNH8h`NBE$_!QYav4JQ=MV5s!gE{BwkWBfv0huJrVS}kSBB<{JfgqIvrPmY}sF`wsGV+;|-WUkw+yK54 z&J0VZLri(IK3`EK&X9jfk_=^tPZ`8&#JIK4$J z^}$TUDBzfO|DykYEvi6|)Ea~uSiGOPWGmCQ6}^%XO|}(;Ymt%nf>$4K&zwIj)y9?l z^UY=jd`KK%M(3OE()|7DQuX{?nY~nEH~I5gX-^PWrM(4NMM=isGuO989v&d&jX+GL zR0HVr3RG94tTBPnYwC1*M5I8@`4Pq@qJ+i;C(uw|!BB~j+Oxhb}Oq}~aQMi3X zvMx?B*iq_rj76kgTY}N02ky->4)Jfi8=qnc-Qb@4y z``8)Lk*=KIntY{$0Oe|dM1pXp2hk7|0&9(EdoK(_^nQC^;_%o*=w(fW^E+WUR?QkE z;elTPqxKjfrX(S7`5-aGk0JU6_rqkI(nSv9TzgW7OknhMDcz@B0$)`W#p_}tO;I(g z3+)4WpOJMqVK1Wk$^}xbw~VPq1!IMgy$||#0m$rXXO%m-Zx(!GUM-SV|1$sqr#r{j zO(FRBJ|+4%z4n={bwJzU0%3@kx_0=+FzEf`qy9ql+9?u``u($9nxlfie}LH!rhtm& z^jT>)T;-Ow^w;sLCG!Ue=}GWAVrMFX&eWgi2zJmKtOoYy&xpczX3zoC>Z9;+#B>!P zkbY+pji7By#Wwn|Px(DSF>v4*)b{DF!RW@CR?19Ggf8$K3S!%HXEf>>)!8tg11l*7 zszyzt9P1QuzL*i^wI7{_1LS=m_O;xd<$JZ){$F>vEM`cx9vTk2TZIzp%sn6-)*-ZL zS|0@6G>Y>EEb|9{_lr7=g4Rfh4WRz&is%*bAkCEduMqe+{PC#>^r_Y{9)lJf4rG@Ez@z$Fm1-lG=bcs|JQ; zYqEiWoJ$N@I4W^p1DqlPYykE=l6lZl>_ep5Z%OS*gh`(zu+`ApAuNtbeuCbQiHUYz zz5l0*nl7^2)0&`Z*zybomK_rZQ$H!(gNhBCAzXwvM9)4t_dx&eQxcLNC8bE*(klb2 zWDXK_L$5K`^%B4b!-#NM7AiwEm;wdbkx+j}zSJjw%f8RK!B%?KKXU&;qiQHQVy>DbW(egQr76|mLfiNvpeb_hD1+%~`4JRh_) zrtLOmwzTVWnian|130O`o_fmmM7zb$1)2hAR{bgRSW*H@&9z2&Q>`A=OH#0(FVgoMzE0QXB{r zk3y~?te+u>L6~bcM$Z~zWi3i<@;{RWWWwU>L%mSQ(VeU>ZM9ohZ&tEdA6rhZd`ZRb zuUgNb#F)wqQNU$ro}XJmVUlFQJ1bAsKxQzz3G6t%XIKf1dY3(v?6$0T>+d2D+9 zZqNU|%buB1j6`n`VCwS78n6JM+VVu8;4AT>ze}-oj9Pqvn+7_l`>6Jv)C%3z1fEt< zWmkfGoYN$}HUxcTU8XPUAx<_ab~Hf6tIr>%hu^&H0W(`}&)mMs6HmK>3Z=hw$U~w? z%xu919}Zjuby?S=ARPQAlHX{8zrN)zYw7w4LVwic=J`gnOV5UoekF#&Iqn7wGupFe z4h{cGWcnOGyY4r7%rANj>Jf6-V{_2wK8&H-OidR<)C@%R+K|0(Eu$6zKWJNU)NVb}6lWiqea z0VnY?^^K=mJfKcD&=fs^jW=-?cIrP0knB>(J083b&^ts;D8Wz9;_26q#I7kX)pZxZ zLyKx!!VxF>`x~BubMN?J;bVQhYP9qt<%^Z{fjBo3sdZi9?G_&F1JK}!vWsv~8j-3$1q?{TQ?(DE1ao=-iV zDVqbzw1Q$9wp_oRvX&O{-{hU$M$c#h`c2o>oy^;|Co>5sXg{<5Zvd#6zh%PLrn}C9o?q`U=o0U$727;q_{uvMEtm^BF z6G7i0GCLE@gx6EFQ1`_JGw#m;Y_!aljoMR$>!_zFr=u(tl|0|{JW{adh<3;q4L8t3 z&&2Nu;Wc*9v{q#MU(&0b<_$HmaUk!9`9UnVoK_ZG?g6l74QY0f4_D6o~$Rf!?s5q4w5Y4e> z$}c$9AMP!J8_jr4HoNcjaHioi)>AWhia^X+&eAC5UNera@ghMwF)PY+`9{7Io^JyfW3Nq^7@M52ITu~3?Ru>?I#XMbz zwUQT@F|z4@37gd!n3fEQv&TqGkT>wM%TXRdUzt!0$vw($wgJl7XfNAXEzUb2Gi%Gl zyySDrs9ZQd4D*n_QRlP!X~(CL%;{>&{(HF$<97Arm-z* zfp_*JO7xOiTF0(+M1uSBNe73~UD9OTbl%%dJQO<3cJr?Z_+r_&x|NhL_w}n!rf>WP zT{)Q$E|WG3pWA7+s}e%mS>Wim2RV13=oGmo6!?MFZf@J)QUuz=b2H_)%{)0UeH^;$ zbfxo3?c0#$5+Xtm>7vn!l1YTW$6?hy(DEGrsun&f7|Kr|RJp68xiwY3#wzGJbUsq^ zGI#Vo(gbVNtxK)wr&!#&jR2ks(5DiAa!JxdV(vCH6DVgj4I~e(KnD;xp~JNXAg& z85C%q?c}8#)m#m8NGg^&p;2}BJyu$NFdJIn0`<&vF!r03xQE4jv zM>EG^qP-ertsZyZQvvIbVQ}es&VF8)eSz&@D^!#v&tKFR>#Qw3|%1%*y4pTFW-L-R;`J zo5S6C1E>ST4;X!$zEJ4(N(oGTmo^0(%D63+eueeJN%ec>lOP3*4tK-2NHVt-KASg9kj&oP;X0vCPS)n`Za&+b}@pJ|3ZG_ zaX;g2ZC6I`itvO^QHxONdbsR+zIyan`2s zixf$Cssw~Z!!8$`wLOPRcOpqAXGfdmFr6mB5J?%436b(G;UjAx$gQ(X4iwXxk9|j4 z+zeOQLEUrA=prARSb{I2=@c*++DzP?}^>cZ10!C(q$2EjP{!+WafOSzhjjsm9sFBxQrXF*=Q2#z_OoU z+g*LIyDB@K&})vX*uHS`#kSA`NP6uUYMELLrcmxVWyU@}o zvAFR1WgdoO&0u(To%=Gt~62|T=J)Hq9 zDDAntVz58s9U`9%)@SWKg?e|K_euJ2qbXWPUAkpGzr2^*&tiNh2v7G#`YN>^K#ut^qzUUuf7S72s_gB$D8<~_jsbO zJwhMj4dVt-N>YqX1|g1E#d8WJ`t8*ij^3oDYnQHzpGVCHk>OQxDlcz1L<*o8Ahuq! z{5n7e4%#g^XjqrUSfA?eRp=kxmoR$lt|2@YE?of)F{0Mq)KOs0g3GdXXuB#I(Q5~8 zoJRieTpeoHpb$QC<&I3+z}(Q=N4Ng)uG-K2r#USC$(JeOM&YT4kkndx8J}6L_bOJ9 zYNKlR1hF?25(Zk9>u_dq&338pa@KDi#k3L8;y_4!YP7GDYR=g!p7$2-4TsnIq$c2> zE8i$y>!rCDsAFw=HWURb`ghK85JBQf4K0rgJY}U!6#o;{e z^rI}ZVt0Tt9mIY8o;SF7k%`kWNC~<3HOSLmPtPs-91aE@yd|_lGpNNAJt`@!R>>V3 z(?*%dne-0ES2NNj$d6w`&MgA(Uj(gD!98in>+%XM40@wOx;bHq+w&D_HESkmq;w1n zX1T1Cq*;G1c_rM>r}1A$>55WbX-vR*{Zi?FX}i5-V4Jx}))%)c$zU$<+noMWa!Z_j z90C;~O>JE!cItf>cLuE=8LTw8bT!h{eL)A+ohI#wD9Y$^&T(jAH&yU~=}RN2WGJFw zk&IUeR=FjXfX8i-JV#m!Yx2YLjZ9SRkzs(;#nOD8=?J>+vu(-pedVC2#;-LKugC0# zTJ?-Iv``F-u^4i|^Hv{_ZE#s8EPCTw5|>PUQTI8WD`=)0(P+u*M$>yro34Mq#@V0Cwgy5^N zu4bD=7F%y@Ldv&_NEGNr~-1v=HrzArLj3<&GzGudMsq`{zNuP2Elt`9O&rakXD zu~MgfYBEb3L7}6I$4!!dY|i+a?TKw%&l7C5T-|d>-H;&)XV@1g7s_FgDy1rcjT-qo zEB%N!v7C3F}aU#P%Ng+&FeY3Wf()xdH8xXO#I8CZ~K{gH*0 zN@Pu~)Aoia$7UQZMNAurHAV7CDXQNqC;vwQMIP_)J%%Q?PuMbwWOlD#9Dyur1|`ub zWT+r6o{n-R>PaTV%2+8K&9|pL4385#@LWB^hUF1k6gj2bVzSv>8RtPoicntqnkEq) zMOMI)uO$PP%3O-y{tH&$>JBTZFL}x%)OkNPvthBShwlcmq=kC<3<%ci?N><&_#l3y z49ACZ)EqxSd@RKH-aF=K$xxkbcP#RRVN_LM(fILE_f0 z{HK_;uoRv9L}5`n!GE3vNRmQWIa@eKq$f1VKDjRzoFk3o8$kRC`an z=Hv;68bePuj;@nU0Z*!2Zqjy-QF?B4Rnp0jeChcTHlu`-6omS68P#$%y1rq^uO@}( z5i;`y?kl4sx+(3BhEC=7fN%Emui@PL*fO2L@6^1|_nG&(PSel-5be8iFm*)e7)<2q z->7B=9>!RHY7X0NJ<%5)?sNI+o$;#exn;?7$tG?8d8ak9i}_#awMhWdM6|&Il=E~j zrRm}e=+iv8l1ymUf5UHKg;^}fryXnxTWnU3;vH$!O4#&Kb}~HM7$;jY2?@Nh4m^^k z(Pl}ZG*}&4d54Ph>6nz%3{5idh4pUI_fB~ki+ywtd*)>5!l~gh;ln2+~Z1o zLLr<6q@Ir$A#qwy4ok}5`t>EeG}dkv8U@wd;%V^=p)aeh3J{nT4EG4 zGK%dSl!WV1U+&=9;3#GT`8SU^4e#Y0OhSvMR32jDz||y_dMu42+^WkY->XKNCOwrp zn=Cv^afUEVdJ`6t?v5wbkmVKohIrX=K)pLr%ld70suwN`qJ@eMxA)ADF?Xn#pG`Q_ zz8Scz*urIW=Qv$ls`rgAFxa5jsDs|eNbvfazM6v>jl`UO&h@S&%9})$Q!bQfR9o#D zh#TT(K5yT9`#PIo_1$0+QuB_dgamCBtis}lejq8IDrtIK@q69PgTdEw=jAWzNXB*@ z7jN|N3w%lfbt2ZC^evV(vXHh&B}BA2lJwlGu70qZD8B2-n!{v!%g|E1s678-Ve)m% z)9Rt<7(aoUtkdU#wpHq33EYj+m&+gd3FM}P%O2?(>_bJFk=zfX0o6eda2^2o4MEpVRG`Z8_jYlIc#`t$yC*zwOt|*?JeqJ zCLS~ri+&h-sM{%d>GfCZyM=i_#RP4Fo82Ta3n@#EQu)Spvo!wsZ^gL`eV?5cp5UH> zq9iWHdZl5*6E$r`TyL!OR>eZ~&|DUZ)-kDv&Ny9S$NW$)sLlq8YbHKQh&1^YzW2?UOOFPBC52xLq`NP93zDnv+^}TSK!! zMHESaY)IOkx~}KW40e@IwrmS+tyoCmthZaS6V{5uIWNbjtS9K@<*0~@BhKP`GG=r? znG>GMx4RFm&CkC;kwXLG5EqN3q*1zlwz0(A)~VM)8`a;%f;YaOmont?_@p`FAA!9z|j?0wcfJnDPa(M^;=?<=zV z*!@?^NeSIpcj${n6OIG9EAoHwUbJiJ-DwZ>SAFOhS5!1gY&Ij&nypB9`QaLtAhlGL z#5d_3S^{l2g`@tkPM;wRn~&mo2aD*UBC4zZ-0#O-)vog)ZZr#QRNRP;&h@}KL!H2q zJ-?)aw9Os&4GWG16OG6c2@|fuf*dzZ>fh@y&~933^r%b|^cBs%T=;vp@?#e+`m%zJ z+6|9Izxb$TYN)wf++3GKZi!Glg|MLU{l0)=(eAaBB+QV96}g%S&n`oPnjvDwH`<41 z&3}|KaBRzc;A_%@yKabec$i0k@|&xooQbTyqwc zfof{OsD{TTSZJdGNvGOhYErS$&q%2cXxB2}D{-Z5Ksu-ikRY|K;s8$0Ho0HN3WiPHMXT$g_ zFPoc%CZCcaa?go2`=ifk)FRtPmUW?=yO=j%BuM4Fb``Ng;jY?P-dfD`JtFd=T+Rs< zY9bPUFI&9QnmA7!a<6DYDs1vlc^HfvjTVdOeaYk46#Q%s0Vb&)kZ$(MJ8C(p#fXqZ z7sg|BYg=qnT}=F@kzbh+g~8waz($sjLg|2#Vjn=djU10s2v{}Y*t<9ejA~0Z_eS}c zDkX;ukCKI6t|$0!VAjH$LpA_AD;|P%6m%!x$ z1>e>C=G2G#CWRX$g+INd*cBaCDTlarI72_sN|&ng@KU)M(;6H)*0QxxPt06 zO^jy*p;Kd(nj@F~@R-Kx&o{az(-!Mz71!!w(QFH7vR<7#51Qol&tx0XNvQ7}Lz|lE ziGl$o`NsdFO?l;SXWtYktE%i)>$zKxGB^~yO^i+hhcoF-U!|Q_{ zOy=X!l)ZLs2c-!Ctyxd#s%p3JtMb@o!QD(1QuxH9Ikva2zbF~wd^tB>S2*=9>_0hlqA-f&Mms1kR`Pp|TOWZt#rR{IAzQ*`gL(ibb_(~bx)gbQAxm+&qlE>n^7*u=EX*0Z`a-~|wLuFiE(z?M&2fz>a{Z4Hn`e{Yho|hddT^eL1 z_LpU4S0^31E@m0rw1;26vBhQmHFC_WLC2b(MM}liwEQ+Ak=CBJ8r);tMTF{Fmm{6j zpL(bRUk@a>fhFrtmD$vpM!|+1du&m}T6q$^Zl|=TU+z&A|9I;5DHx-NNBT`Ko;3@1 zs5t}md4J4zN!XL&IhxLJnGi~4Mlvk@VTq%=%Ly9v+Pt_T{0tqGTqBNv9_?Asd z3R9XqJ?=6u%n7_Ihn>nDyGWIsw!pkx9w(H90$KZ^L1&B$dx<*dw-=RA*eCAx}a1= z+n}av@L8%zgya!tlNt*gw|AUl=)GVC+ki_&uOb=2lh)c0{AfBkuVR6{9+sSN+<`K>`X_CHYCWpi~V)ps*D35n< z=ZQC~PQ2itYgt?fHc_X9%-8f_KymXlSm>^X$s z15oCDi{gCj`oeXa!8sI<`P!EGW5XxR83@)kL!p)u5RGk0P6~aqhMFHun8&W5%SI8z z>(@K5lZZ5;sfewH6k}%xpxj5LaFdEF6uE{dq?`d-;`J}je4#MO!`a^zwc~lpPFqt+ zEe)=ztD|}~pz&4MOdAYCN@gPag+<0!D)2DnT-N}g4O{R6G+ZAZFQ}7WnMdTg%3)Oq z!{Jj0ld$bTh(vmMNyj&Ui8v$EGJj=>`ISI*sz?FM2n#ch_JBMQ3rogsFWdu<@nNVG z%;MMre-I%v-Y)u(xj7d_h)Dy=32kMTr7wnbD;=Z5PH3j^pFhdlPK9#sECDSpKMuTf ziJ>UwEJl)9+^fbk9#KO10jQmgx!374XAlb?!4skjOxuG4^gDV6ZiQ0k)CvrB8aID%|MLHwXAmkAd8O`QaXzU z$%!+b{7u!XjD;EB5=bZlA!^Kn?OD4i&o$Db>{X%6yU5keDq1%HP`rPG@EZYAg$pz! zGc&qBQ{rCp91%?SLi-$yCXIVP=eMEWCGh@L(QH7|*paN=`;&1+otvK5nxe|W^1^*n zW_wr*a9)g>a{9?^CufGnO~}Va>4zI(-!U3%{6EV@dMD|ZTn{Bwoh(e<(fBWNSN1cP zK%M7)H`YMk&ORemzEK+6&U#ix1_we}T*H&u`D$2|o6_3EFX7#Vqa6AZcAs1l)Wi}t zo8Bv!NSU!@d((Ta1xrgiK=35#Q z#vRp+I9ul3WH7eqd7?p}0VjNv85Xv%CZI z1S+OPj7`!Wgg@oLvN~s}=%I=xsFc|n;v$Uh)>}99t6F%8f^^vySVLW4u1&G^Nk}R0hayCTet7svZe7z>?TZA)1xm zLjS2%bPduryn*L{2mEse+yV;;N2bh)Xo@5oPS!?rwCgH7QSIgf{g28 zJ1lP~FLThvmqxiA?FZrM(49k>v}nFD&TN{_fjkDHnKK8&+otx;eoPS1ImX_LBUBFqI5GVgT zBVWq6f~m@_bkp#~?67Q$Hc`f2J}I?de48$Yh57E@x44ZkryA%yuu>8FLm7Qp0&#D` zkDV~`5>Dz4@O@rfGpQok1X0g^wl*aI+t2PD8w_jvU5KE%P6R`KzLqmq(|)2nRX3qM z>!nsxve{%CBNRi+1bRGkt;LqHKocVuaG6DEr!|-R2!wB^DwvjrCB; zV@!H`I6tbJ=Ei2~OwAdItKKf%rO+19!OPejUgk)G6^ja2r8siNwH1W=9w3(s!;g!FK+hGxE$q$jl-FjZPf{! zZ59INe$`t_3vcu_O-9{O=_`#LCAAWZ?voR&wl)z_clhL<-%EjU1{gT0)G!BZM`WLL z<$UGtj5rE8-$V}Fk*yTd-F07;3y3;mU|%{{^iAvyUy2SQgH^jrrWEYf_B_%u17ie8 zheX5PWHmYJ_OLry=T-V8T|ulJiO*XK>vJRqeaXg7a;kUJK@nxr^B^Cc3PP(ZO&j|z zW&66Uaf0Z`Jx)yJnB&7wnTs+3swdlxs=XyulZrf*G12E*9M*zv%OBJC%TXc75UX>e z#FBCQb|s6vZPl-0`BL_FmleMUKEoGXHEoV#J!0xMuvbf$ z++9L|dgGQ4-dqIH#TJ`LPt&8UCjq8vT%`#VGe`HE-zdmNiIe zul0;m+D68>*EYX*)uQQr!@8HQGWyYU7nS=a#6xN`t)+;PQ9O;RNlTpaSWh~+t!(GL z6DwA!kK~l_uP-l-kebCNO-=lcE2ggkC{bZkby-|?nb+$93d8R-j-C10#b#AahXu9*+wi(b|;u zHfoFgQPDF&VAe?;%=7hmwsA9i82)a{Q{$=O4w~*V)KcWksu2@k*pApoNw`32$5i$@ z@8zHz#2TmZOR9kZ#zi5XKum762K1l0TJ9rwNK%rfFk^on^ny1V^0 z@@;9>1uOl6kp}!zH%Kg4Z>GdFI&$}#-S^_rkA=K0y)rZv) z);rg@lC^2^2hjv?79NWZ0*_=XM+U7TJPNYOZN7g&+EPJyBohN+fOA)5c29pY-ub{J zhv!G9vd8CtB-%ed*ue+rJQeBRdKxIH{pYWc{KViAtPkmB&kK6m9#@(gz7kI-3O%ur z6+#lQw5Fte6`?99K-!zUu?6^iPi~|c9h*4A8I0$z*jqR>;tT(+8#0%-QX+rs2X`|h zq*fewaG8yO`g0z}|E1>t8|DA|N6%F7KeIQSm(;D4=$D!MWKH6QyZ%{1fC7;F`QS~( z|0yr~x1dK2{4G}D%ZaHr@iqSl?l(#U`d?uALi>MPgTJdnG6Advg^D)P*PQ=R>Ewb3 zRukK&O6(HY3r7I&mg*G6n^^Ql^=05gjfrr|n!jz_=>g8{`$tPG9UOtx-6Q%R@-F~| z-V4C|C6})r{%TgGbjyEiOW_(!1OFB&`%W&h%oyXlw#f2XTa_nf!+x zi`Rce0Fj$MU6QtrY%flQ5N`R_0Pn^vj2C&vmVmHC7cZe~4g5PoHeQ59jk}*<wLZ1Dop6@JX<6O$bZwv z3t(472m>a$TpLhb1SFmhwak9i0XWAn;4nr{0Y+3I>@%}*s(;=g?8ATpvvY3WUIPg4 z8ov!3{yH*W4a(nxe!JUQhgH0n8hivvD{&0DbJvb_f9ch$ICv=Fb4MOv1hyq1C?3TuK}o zau+~)OyY;`xe!V5kRX&9sxKS!9-tT@qs}aSSiEYN4Znq>fs>ni+kdgQB+-U zBY!RgxVS#-*6_Sg?rz}LW+Se+XQatcz_gUVD9L_>AqgDOvQ+vJ zX4bEOC3U7L^p#PR8PH$UttcibIM@Q0ud>!M?>FJAh-q9tuK^p6j>*~K)(Ds74r`)G zW#jC=_7K`GO6~=^Pm%>M;4{$Kc>3yQw)@uWx=ob{<*lT?@xRgk^lnwQI=Nh%bHK`y z65fD=-JTK>pwayj>5q5oju|}j>;edW%RzarSKeI^r09YhNXQyHzHICaz;DLT|Mt5> zZWZ=oU3GESBKRR)eJLX5ZEPy+G7FpFHCcmO=g3=_cKn72!qaOod&n zna>5p?XrE0X=XaAw7gE~8KE1^JKI2V!;?ep{s~|GY}=U%C!YyI;r-1z;;&^O!DkSr zS_4Hm24Lx5{WA5)bw{Ue(HnR>UL-PySkZ%IgeEki;R+~zs=_}KRM@A4KpxeN%ho=V zEmMkk@Ey2g^@5W}hH%C^FLq6mCvrMZd51F!z9U(#xmC!+UO?o|*hu*zrrMXeB1Ah@ zmrLNBkT3Aub74?(T4QC-zK2qq`umC0h4jk2<(o&Dk|X2tdEn*~9JkGbdK`ubgmC5w6)_G^>TqUj9+>J45G$OUU*M*4PZ;G1w}yTURP@9e_) z1fHt3!Pg~MjwJvrTs1T7R=}}eb^G}7QItP>GF2z?QQ>F&>MyDJ3bz8}sKqf}$RiMB z?Ss0XG(5n{Sbn!#k95c@kQz+!um*7XhJ)3|Ia4Y@c&@?G`vX5rUImUTMI*b#&0mKS zSHq&QI(5cnBIdR1?P?ffr9b$|U;H?v*k*rp$r`s)RN!y|WCob-%Qck;Y8mG#E}D^= zqNl>}t8#(IIu?ApmOx+dy~Am}E9I;>`$S8_WczX6R6(`;)@(hNMmg5H2(M!^kl!N& z_eZ=e4~-palM(}G(%JnKeS#p9cB?T#joo&arJrgjVPfE#nth3eP?F%<(aajXL*+o* zmNqsqfO5p!Jvg&l6c5);wagIuUWEt%u#_KUHsjf<5WpGMflesSe$`hd=EwNAx|s(= zu4?KjT<1MxPZzvqr;FPZp?cu44$=#&3)JH9eBX#-P9^yJ@9Y7*;&=vZG0QYCL1-Gr z{)ga6=m+o`v**I{*)9Dy8tE?o}(+L)J zw$>+kYm=OX&@bGIfCmLxH$+#v4brVPui%b-N7wz$b`#ixVnZF!x9v@glJsePYq4soxGt&=dkLov&>T|TF@p0M^r4+T zI>k=aV>{1Q`7UC7p>*-da%UNsM{xQLH?p9R%5PvGJVdlUGsUam?sFM<0{{L2t6f8F z9A;DyKxq0i`JkLtA`SAL0Yh>wbrq#nodF;3L$t$-N#5Ktc8^03YVC*=|{0RWY`2}Yk$Kk2}lJZZgt?~b}J?xmPiv=(DO_{eS^_G+=y;DWGtdKQrvSvk^;H_9ZM zH{prYd14p|(h&pCe2pfNKWdulsC#~ILnMR7B=7uxL3jMVCgEV+!YDJQD3Nu3(?gsX z%9aJTU(C%%D=ZLe4025TAhOef-sYp5kIx<@CyQdtRb|lQPk`%y)7)~;4zv!(tP@`0n$_?AhK=HA5876+h#n&6Cu@gw>D&&W@2k(HT zQT?z7;X@j_T~RhOU2BByU{>EiSup4V#=9<#p~D=tLA)Pwd(JifnPXtxrpp5FHi?6% zYV!rK-9-l~kjyve2vz2<;7z;m9^4=-93M%oPfE2kpEOZ$D~Zzvvac1Sl~6O0;)zCP z8#>mY>L{l>ktO@+(F*M7c@783&g<;dx;o6JOcnk-=#T%)YGJT}L>56b2n5 zKyX0me0)iEhLw1+c4Oo*%y_EQ_&JP~9JNlu`SL5e;wRz_oKvw~snaKRYxf+$TW8ws zHFbJDbXC+tqsn;#6O-bO=85!9Gk?k0xqmCyMn@0UIaPx({tBpVwsC|8x@vy(*4K#PA0G1bp_1Jx-W!Jk-Us7BJenZ zpqQz@tTr{!T`wFHG2zm;2**>SrIP3e(|ZurqlB_X+zxUzW5aIwz&@l6THo*jEou?{ znMhTpd6w1u7UCw=A2sFTPQ?<$s52*Qt9gIY63C}sf5Es>+PN?r61{|1B4=0U8^hR( z7Ke5j7KLwHG+rxb$+zZFsuR9}xHyivt6s@nsPEFuv=87C%;}&sA9X>MabqW5)h^u9 z-S$w^QtBM^V?MkaLM7;d_MNPS%=tmjAb<4YbvYf=j_hz-G`oW(2~JL|CvJ&U#9`|{ zeU&Vz7%1Gh3?InM51r@P9Oa@+iVa%bM`^6YfMImMF7@(v_DTp{^MAMdgn z_>*|ZBt>@7+NXKkRKl0$yrO$}f9LwFMrF#NI!mFzAvh$ZN95Ltil{A*K}J1_UmT0Q^HGLq;N0oGl*cV0KGxoff$qvaNQ3qP!@I4m!{SHQiLzpKzY9Wam-Bnbqkq`X-2cRv8;{p(xT~>O z|CT2a2~)B1Ppy)zR_r)8jDALG>qk$PCoSUXT6V;i+g(AW)`f z+`P_tA!DKQM49(6@3WIskC%w-qa&Sc^)CA*kk*LjfQeI-^Oc~_=p=(0*F&@KBtnCj zfcDx)K1XReMMY$MIup7bkUe>k!jtF?J;UlI`S^4p9FLlrOPEJr5rf~DUF+-@kcod4 zw_GDF;-`m*E3v+@qs6!nB|4Akr|vZoHldG4LR*0#lnB1zqHr?bAt@R#)s{GvebMD8 z1{X3Vj}Z|<iE)fM zLI>q(h)jU0#m9&Qh4;FnFY_fP8o4F%mQhb1>~&Or13;<(BLEZrEjozjXHx7>Y6QeQ z!OS~@iDHLidJIptW4(yH*tLb90eP;4SlZrsB=Y#79Y9>oU+w>~D6k-)FsH~|sF+~kweG=yX2+^Ot`VFxbxkbDh2nSDlI}=Dpb2=wv`Cy&P+KTrK+WqFX6g3P zBisG{z94mj7RgiJn8exoN9&aGD-l|0yr#0fgEBeVpzD$-68cBS1=l5jV~^*{O~qMO z!lb{aZkBZR#5@UVw~130K?KjfMa4Bi>RnLxND>< zh3={=!oR!yqI>XS;icrrO~=?(;QrMYU#h|5AM;JOH8(-ovtH~wf(^mbHFb=X*xT~- z5kGs*KjMWxwBJ$N{1zuhUi#P_Pq3dt8B12t}OFgd<{ zv6^1$L#?z8leqz0%H}zwMX$wjq>>H2CMm~Jp(^OxbdQKijC>hWEb9oie0DNx#jY9Y zk%?n}Q!jZH2=SVK(c>7JU}=nb&gB$SgMgLTCJ*5Rd{_V7c;yW zSsraad?3#+xEaV2(5!r16pl`E!LNFdbOmn|lPG2^eIJ>I#3RFZMGNNz2BJN+(+?(w zB_e_4-3%VTSDLbb-N^Dqtz4JPs;VqqET3L-gyVJ?$+ssKBdfGI!wF9a%3#$U0hAuwq>&TPDiTCazRg>%})(DlvNWG zJ4Spl!l|e-nc;}*Tk~~&T_1C4cJmH-sWJPKZI0PBf$1x(*KDaw^yJHGPV*!~HsF`z zB8}`Gptq`<4&BUkwbz`cuyaP%tH0#gka&=PX(}n#y^0vc`FW=XrmoiBtnT~$iG=Ju z4&dh>P~0uJyA*dR?oix|LveRPDemr4+}*uJOG=PH zg2RO8{bpvZnQwl~udJ+`+`7+}Ys&>l{-ENs4YN~M5Y&{`w+b;P%arHYF95>pAeXnT zd9eH?wLzstSffS(E&Bd1H&DF8aGracJaXXn2Y7Ld|xV8>30W5ub1KCES^ z_HOAqPKpaaJU8V(h8yta?O1Mq7p>_R z+p}RtszI8R0?1@)^)M1;I_upzVz;w84`Nce=C%gJ>>!mUr6OCHVG52Ge9JD`AWVuP|2kcL(0sD)PC$FF^*^`+6BB#{pDXmgQFQ9kXnM?Xg; z!xzM}zr_mc*G2E)JfG$}&JZWUK!eJs6X2p z6OM{1{h-oI4m`&$GkEv2@+;T`JS>CO%qT;NB~A1tH2h1>%?^v~nq2KW(uBLqbSr>Y zdHSren?C|Xppu4hmU?%S%5Df<`)(<=ly7%|!VD~az~p_O16m8y$*~m%+4)4+yCj_# zUP^K55=?jVvw|8re#yiktjFX_fGX!3RhMN|#B>|*a)^AObIc0NF&X^@QoY0CIio;{_6KOmX8+37-)b~bvTqx{ zZs}sT{d`YLw}hRM)kU~LBs$}mQ}HNZ>1^;&5fre4!u=-h*KzDGW(;vLn+MIC#RVJ* zA}IsTjI#md+n?oyZf02T8_kg;9XfSUD74SZRIi0nhi{!^O0?xK$dE(;ByDB8D ze4^cXE6;Q?sN=WvVM5`2jg)n%_a|iU<6hGs_J5Q4c22p^>^5<2L&|)a@>oQ#Oruzf zZtUTNQL*31SkATo$e>=7t%ccm($+H*0GN2FU2nNPwR6!%w#h1<8IbJfGnr<`HY{l9Q z{I0vF3Ne991n%)*`hn^!9WgH{-)vn1OR)6ttvsS&2&d~&HuxCnDi6v~Sx$MT9`lAo z;UYP*lM$Ac0f)-;C1)O?cHl<-NvlY0r3Eh1$`wg+B&b#EdSYHjzbJ3fI>jqF!E+9u zPHFtNqmx^XIJH*3q{_ca`-#P3x>pCZO!N<%rFrJsf-R0dYtH^9kg?pSFLY#PluqUx zpBt(~KITBH5)zjfG5A;>Yc*Zm^ZOT7xQpR=7q% zs(ypcdk6vI8&q>|YQblzBtEUS8}Bb`Ch9U7{Wf-W9{=6T6yVq(s#qgh;e`Ou(jmv6 zDlDc{I!bn^r5CR>Z&uxl_IUcI0`N0NUc6cPuw(5 z{G*%5@H#L-k~P0BLFvfuxt}sv>Ma*H=$SB}p-J~UP+5=gzdWTtq)hLMTa{frKF0|I zb}1w#10qLD6K5s>j-larL6D;2sr0I2!baqU-*&Ggm?*hmb9WlggG!skCK~i{J4XTs z#PWP;(;Par7rn`0(9V1Ryga!gpnYWyTqKW7;W3+l z_0rEB6($c+?mY51xJ;G``phZ%*8q-2+>i-Sp@7-8GhuqT-`c&x)%+dNS+lJu+r|gY z;PThrQyRBD%r$NcU3SAP69zmd7eJ&Ece<$bM3!5Tp6sTwu-`ZL;-b#_M`r-zxpM{K zde;1a?+PF6^*N&_5(p1fgEug8ajw}a+-LAqu%Doe#zA3U`Nup zd4~J#DY!-xbQ|ApxzT#Q>wyajaqt3B@LCu}HBu2UIL{IRMO^CD+~+ccw{g~^Vuz%9 z2^8#V(x!71WfQnavMo0`+2P82HewFg%?c&y^4gcpDJ7RYJT^;p;onevG`2GRoC^?1 zXf`=HDrE*aiY8On+*cb$)>dQVQ-zf|bxlh2!j)(MTjm&He+JU_oiltYC0Z0J+4h~e zJ@;E>MepW9BTAceS`yu&xGd4yKdZV_KRLKL3zWpORli<00_gVRR?`s&SVdvzax$?f zRRV@kBgNl-N#U&$M-jClr6yS9fKan&Uv!;%)C%4>&VCu2Vw7J^&l)Sh*KQ)_B^n%h z);i$avDrTHN^D?0fp+_v+DW_$q_k0|C)3Vj_J_%E^VeA-OmQ4D3MZx11kR^vD~)T) zwG;PlmiAnBeJ6~*ZC@F{loSpJ5To-mV1O}58EQ>ytTR-7SNmMAG#^-GY+&U?aJILSYEary zyulrDdBO zEg~R)01~%)T<;cOC5tHW)Uwn<>zxI->A?0py(h+b*`Z?l4109hm&4lYu94Ak@-mL$ z0BTG7ad5eFWE?}a+(Z#hK4o%gf3}y~M#*Z9-xhvv`%}~He~KiY=}jZ5I8JlXd!KzZ zY(J1dQbKG(_l%z(#3BXK_xm8oDv39#Z0lbx#WRGoQzLZLCco|{f^mlR(00iRfMWiW zDo#kVn@PsK188J5S0xLR2+S5*J2^N+D)C8QUx0{p2eg#$&?iuF1@${+N)l{V(t99X z6vLDhWd8&BzG8G(P28(R%%dlhtPzwamKgw_PoFsLy@}?Uc=Tv&`xaCLVlKTjxOR|y zqC~XCkc#0zh*Ex(`ASj!n5%9*Yqnq`B`7h5-h}#ADp|#2i`+>=v_c@|y%d=l1wPB5 z-SAV)IJP4dVn*@T2a`1ItTf_9z$l}~0D=j50gN5il{e`NL@kWuyMPAO~ zl4IcV(M?*@Xd_egEVF@@70f`Sa-$RyxN;Ga^t7-D!-_8DC4XHt{rQ@L>gw%0=AdD> z)$t*q`ozw9<6aAD((hfdUNLB!0^2WJI$FOf_tXF?2}-NWo;0waTh)M!2jjV0yozD* z7QnH@FDlH-%V-2&n4p6#2L}baT!?`KqW9Owdw;Q355Fu8wk~0Rj>ud%k`0mmq!fD( zJGLH)t!x>~Z>SvKS}dApJPdyAC4(}EYNrK^$ z!C!-t+vWEdQO{0ot7cW;M6m~2yJw_KckdW3G>ehhy4ko{W7e^#m|IYbr$sP5Gl4Z^ z#ED`llHic4{6??$d@GsJTgDZ-`1{`v^7_loBN4vVQ2d4Mfpk8~Tlbc)70w>x$?=nf zM@_B%vfIa1*rCxUdq|~S32TOpwoOM2RMcTL(}e*vrGwjvFbRPQb=2g?Fju%fiIDV} zMJ0Oai7zKi%xWHxJpt4 zwa((E&UW<-Lsd6Zkmr4B5!Y)#`!|gz3QT(N##dwgOi<;%-u-@3Hh#K#ob*<|@K-gd zg>n?hEsAXjqmPrqVx`tztJ4&RWlv8|&f&N*cT(xPV9IC6W-8504s+H0+uwcxH8m-r zo9iWACsZPP-je~^hfNuSsC^SC{LnPKagD>Ty7P2Tdg{uH_2!&veuT;O9cl75$7yLo z(9Y=9@@jL>Xolj~j|v`f!uzFzQfk8*+~g}`n=Q6^eiJ>;F*}^scLDHFj{8k1$r}Tl z5R``8x?6ZrPT;S>#(0UeNq4I4L}KF47!fM0Q~k=ciZq!)^C|gFE0oKw9q>`{bj?`h z+ehwytVJ%fVhDO~hWtWVDxjM_@R^DtCwukLu-{v!o~@K^R#GfW+~<6Mmj%3RqF-Zk zxV4ONj`f{?7e!Q3!D!T6sj?hoZs5mhbcfP3Mhc&pNv`Ww5J1l0{DY*ERBj)i&LgpM z2(Z{x9^~=3lItiQs@6lc*BWJHbE0+@x5=7_Zp|ZjxW+@nsm}=+L6;g7-9GheQyqxLSgZg2+_;H=tCmq*R0A`IEoC54 zmv$k))9J1+WB<2JCBbluq|&q>i=W4vUoUr`1)K>_8AOVXndFS~+V)g+ONz)Xtbbf` z(WQMQ3lB@0Qt0MVvB1cEeww|Qmw`FnENH+FcmiX(&+;1;J*s3> z0jQ*095z}J*1CBwQ@_6oK|dDi`XwP4V)GF_uwDk~oF#lQ;As^Wu!FXL{fTAm_qNjP zN-HT?FI&N!g=W6R(X3kV>ais1rU`m1tNU7w_Lg&JL1bhS9t3XO49*xCvUn{oOEn#( z_gWcH9n9Fhef)bBJ;dYTa8lhNv!HHdCn46p;$)9k-6L;O(_uEG*7D{zpSoJFq_@&l zX@V}eZHKl*+e)unJXX}<`tycIfNJSH{e$fWGMeI3$VT8ulw$6VUpGsjALflU7^*jIZGo&oW2LzW@_xs(1XpVs%7@hVXpMK!KNk zN41Qzf`QzKf;DpRA4H8__lmtCqch(XrW3SeXQ-Wvb5@R|x{aK)VnsGbK|A~n7?^^C3^^CYDo4hcA-2$9}KwO!~iy664{ zve56>2y?%Bd{?Wr|n24ctY z*hfsT$tTg{T-E4>E!B9SgM)c_lzxmf$@7J{QNUzh4Jgyo~(2eCNplIr< z`gnh)1GVyT$mo0)$&pC2uFhE`6rF@_CR>dRRiz1;6TJG1gv#<&e9N7=+7vbu7h5~G zz>u~%j~wn&qDqX)d}z6R*=UR74}R+6lZ%oXs0N+=eP8W55JjA@cVx!A8tgbe(Q+Z5 z>FL4KS3{;Qv()R++qj zPBz4};CvY~W~A^Yk1wn{INnH6YyV1kOWJ36Jh{V&v+9=P*5 zayOiWALtOxz@|gBmOA=)NJV>V>Um7r@^Vq2XMUkQ=ZS|gztC6Noaah@$}p=by*zen;Ekf_`}q&)U32+xU%a4e2eJqw&ss1S6IDU=W8hKfu4 z0z?nCJI?Ciyog8W2xS1S{H&>)4EvLP{T-cW&%D-~NYbQ|IWa}TRJLp`EoxO=Y&t;E z*!|eXxICbKQ?AVoS~EPsmF0Uq&35)s8~V)#W$`Qv40Zb6RQ@!QkKi|%{4XpfQswKY z82_vx8CGCYVfy*_zqJ|m)8nx0b`dx`BE;@ME7w+&>N~sR(+NP=)&%rG&@51BVPY=&junj=_S}FHN8+_KF5^usYc`>mh^@fwc7*Zl0R>>X8 z5c1P5jY%WjOx`(6QmP}VX?Y0(?ybpy~S2Yot;=34WN4UljIAiCpKR;;FKV9!&opQA?32 zJK9`yMcDa!5Dy=w*Tblv&yVp`QfKRnVFhJw$c_|PiA$s``}wN@%BI26|0VhM@3 zLpzjDv6~6l)!d;Eq$K;-YG*xuD&DHa!>sXiZ@j>H*lMeaStw$He;C$iY%iq5ZQE&o zYpVUMa7%vO+v14U>@%ly7&u<$7ow>`f(5+TFK=N@vA8SHxOK{baPoOXD4sPP6ph9rtk0mBTF250BMez}`A|^sswzAcnu?EC;OsSZpIA&ep?0G`fB-LgIIB{T~|BEmvcd zZie?&CmsB@RJRKcWMb0bUY1(FFtW97PxWLK$S^viSh{9h3dwh4_&{?l#Vgg(c3-p2 z5@E^pW^gO{V`$&wzPZ!+&hMz_oMjxCg86kF_nRT0_L8uw4Iz%Af-({cf}`w#8d-e> zrm1s=2j{hR^h4EChD=Vn@bN1HPZh0vkrVb$15LyGwi9w`LAH9){aXCB_btlV2H6#? z>d2@Qxp%@BKdL)VE%rUY%N=cGht~oZ`UI>O5w#um3oW`v=90i&kZOS3i%gic9-DL0c^cmQMcK;bt4o<0a9q=E%ns z!dJasb9CL0U}y4{;omiPu3DnC5hmo@s`u>MyQSGV9XlUN=HIho;;8ou>RO7LcRH?@ zl;1c)oJ4ONcb{C@xt8gKG0jfddEww{AEk>;*zZ2+A4X1y@qBMILaX-3equg~Q?pB> zd~5=O1K~#2upQ@b3urv=iR=aG;uprYkvPAS8;O^uu46)MG3M;5eAOiQU*Z4`*S_Qr z{x=^k-YDFZ-rl;cs{dar{`=c62HAoPbRdN0?<>PKoI0$SfXkB)ZBD>yCP8hoXD=$# zoq9fa>El2sf)ekRU)hB{98HliH9&+1^7!p7EC1oebK>wrkmoi1P2_$f`#P8oF+qaS zoe;k61*Q9cejrE{p!Ojkw&uZapYlz&#SI~yK63m2X5s(+?^S&GFr+&t4az z&zGV){h3~=32)v&c3!>#8wwua#c=n#FJDx%p1~J=6fPB)OMQcOemc+aU;HlOy}Hc( zkk_r?S5+nboBZhyIsP;JXsyeJB>&f~VB!W>f>$nDyAD`lcJ8Wo^t-^0&IW%qcYY)B z>2AVZ9z*}Xk%51AjkXVLF5*lev?dKV6TJ@;LwNb;VM9dLx%E3`waw37LDya}L3gD= z`i5XT9RvSCS^q)(OZ1mnFfkcj`?N7^5B+S0LMLWe8>1>D007DZeAe;fu8LR30(QaK zKy8(hy(_G$M=gQ>5ZS3OdgkZcb>pI_-B_QXN@<%v7UZg4r5+D!adK9Avn2uTibGT zO|v(AD3^ahV4mH`^MT2e<%P7#l{A{=Nqs`V$u3&YZ!}CEx!&8H-uAYY?$c)P+H2q1 zAI$!XvH^=f?soFY(BG5-Ovsd~4me^~yA`cR%!HngVId&MhYML>nDZH->|SUyIl8>AHjU(IIZ57h~R2Hz84 zH3fs}1R&e+XBcB|e3>1ZR{JnsOS&!seL4!*KALhZnfgeH*mLC9V|{T|DjGmYV$&Ii z7hma~FI2;@^2h0AH~r2-aoBoud@c;ORW*3HQhmOnNhiMvCU5hGb1n4VEUG>(j-8e6 z(sHWFUiUuz>&4u>hey%}k`F!>ugX)pqbUf(E=-=GCVU**R`G;ynvROd1&p|lQ!kt! zhMk2_kCn%sMDH6#4g3fA{5|LLMgGrO00Uyb^Y(v5N3z{Fuo(#b701#ygjVQ~1!ep5 z<~$`v3Rzr`^j?tY+|`;sCJi%JA5F{?DBn*@TxkiPy4&d^BeT_6<8}#@OD-Zi2+~g+w^%w7FIFNW(h}yS6 zJ(36V_js?yopt{kS@fpJ_fB|wPnZ`o+xKtQjQ`=Av3jMpmv?>;Q)zg>I1x(<@{_7- zsG9M}40*V1alUWSGv0=zx02Gu=thj8Q7x$pwzI3k#eGwO6RR z@8fnLEdHn5IK)huB+k78kG$}&J9i#oQCOjist<#zq*mW{Zie|V$?!1-5k8)O`{Om^ zw|zNki}q1-eHKM3tfXG_Q_%XB%mYIs@d#V#FR`Hg+1oL#dJvc)HOkR^Db5OHdP!iD}8(B>0}1e zV=my#Z)Zp&ACfv`9R#z+dOA33%aFgoJ=6H{fdD= zT!3zEgSYUl^L-A@{C1wmu>X^EwI(ZpnD@mV$~JwBCgkU@$?K9x?tD$IJxp3>*Fe>!j*m4yuE|mPrezwR?P-Z&u;U#0sv3az3_M2#x>Sw* z0)OchHQ1tGCl7S&{7<)Yyg;mt6@VbCPh$w=H^0orq>XB>JA3atV`PPPaU^ADtLhJ^ zUbMkTAkcFLDW>U%dtx+EFLS*Rm}W1hm)mbHBg?8N78%olg#`LQm$RFmoM1j42ioKi#8)j_Fv2o+mM58ukfiJMOYMbS{}u zKdV%s#x3t3bN*%SQ7+@z#twqSZ_T4hgzwAD*3~yrn~$enNBjn0<85$s~jW)rP-1|u)T>OvvkREfMuHB&iyu8FC$$wJU_O9UVD|5Fh8D6Jl(TH z_J&UGQUCukf*NtZIwvu{z5a|+3wQmkFFu%De27s%`g&$Aa%hgv=KlvRG9GAs{cmua z%hk(ac^)NiT%f<(kr&vS1vBi$WmWt#*!T7LMRwq#L=faE0=^&LQqCw?w~o6NP*lL~ zO1C)mqP}pPwZF-!*ZKM136=OJddF|SH(`<6zY_>D~=g;7d zc>35){g~Fre2tHMu5M{WPmd!(4W8GWg(nvV0Dw_{ZSQ6Bhb=?;q^BcGNX9qqq1!`^B4pt__ZJPgCKZIlnt zyZAQ4>w}HdS;5AOD(O=2)=70y`E6eYSWN_OO#)}1DlI6ygn}0M0u~Ck{$*L+bZ{GM z1^!`BaXXjqwQzcl@VWJlH`(=GeS`P7th`76eAd85DSYJQ)@b`|9$Va0kjYNlXXccJ z_aqQ7xnEk&UgbLi)bco7J>>bcG6!A?0J&^Xd(Q5A z&RnAUIo)!)_+~i_9wPX<%-BTIcZIHgV3DOO#&3OVDP4o}7`unW*PZnhF;r#pvOoH$5v)vxR21(fv~7AHgk_RCcRKnjlH ziUU-TZQWEh#fALqt|N?FgS#qyg|yd95N8F_3LGN5qfX|O3-h(5K89U;c~S{YGV5Qt z5LzrCoIsic97O-Tgz=Z@X&l_<->-I?q^h29fptp^P9b)>H6r2?QzaIBCAO_T%qx5) z-4^(C6clKKbx2valh+Q z!PplTVcW!1@jMSV|u0sK*s-S07pZDdE;9M&D;)cAT>S@m(W(SHP@|pZNQ6SU?)0l& zV;1_lA{O+$7w_}hXVq)v<4@52Mc7Zze4q7SdWYkfK}|;UO$r#D#dYIFj}${|+d$B4 zx&IJG(T}!%21_abtc;ek>%cReZsOB4FUJbcoPfg@lkO&m6}a@M!-RQX&1NUYi!tzG zz_Hrso%(Y^8B@jAS1V~A#a%U*nM;AVj;X#EBY`I)5i{d{^R`;IkHK)Sr5pA&$CD6q zUJyz-v*ZY$HvU)|(tfS7qv#W%Dg~c3^|fv;lRJ$b>PlAOl{w)@=3ex)m|nU)=VUPS zQ&c$J2u8b4MA!{UtKGcZ_~QfeaWupfFE`6vcs8v)#5g_PDcLFPnJ3V0+23$}Tz1|P zM3fDDACJb`_PZ!_%g%_sH9?>inDeyI;2MwMcU4;R;&=Eo?Q*vYXT{hL^+60ATkeFQ z-#Sw9&qe|^N0v+--D_)qnv|Z$levLV}YAnOhk>lDiEFV z=66j-Bt87q?(yCJy?&Z%PVuLD!2H`Jop41DspnNR@!7=0M7pc}&o+`#vd3UIJ+OZ0 zQkkoG-F3cp#t{0egFJ3HN9ZD2b+hs&f*|8L%eLv+lx*{6@a)B^lLTs%=7Mr#`RuKb z%e9d)m)Ndry@#0a6MQDkReV`u0Y3wCSpU?y%M7%laR^#am4n$MmHSllp{H=+bVKET!fE42ga3`zcd~n!ooI1}u&m zs;e3E{F-A(+@}0naSy;HN(4Qmw6|$re|0|3!;GDtNxeBm4rQDt*ZVA;|McR{|3PL7 z1uG9$0g^3qOH;W-5ry9HhFOl=dI(;5I zl76VNL?RmQYEYBjKEM1}ADU}GPsy?-Ng+4GIL^^OTE4*(hjXxf%Gv0PduJGoJ^2dthf?ZRo7RQw_afsjD*2JGPm+?x z@gJx=2lI14O`yOBao^kWd+>rSh1AV+7`@P+ceZR@qXNAb4G)V`a-S_EUH0i$BDoGL}LB|z6}9`I&lzqVm-adWf+Lc%rgq4FFdOye{JaAK$h;TybC zitZrt`FzRmmL=u3l%e1QQSPj$ivHeb6ix#cEcmyAPV9dw~Z7>7Yt0yBeB@{k=Nrn!a2~_PX2o&!1p~`SnG@BLbgI? zK|YTYMQ^Bh9T|ja_LMC;`mgaX1({ik+hkdd$*3X z($*YP86Tp;msB%9K(Y9Zj8YZ70i$6#I+$Lag3SARJhv;{uvEFgpOC$Dfd-4wYmU24 zw8Xj>{UqZyM+H;DDoYdNO=Csnpt{+udRAg71~#+&2Xd~#W4X5(ZOs#$M0|YRR4ncl zMv@;1*>RyMulpFqDVPUNWE0a+leeie|eZol3~v2h*2 z`py#tb4C7DJZm4tt#RSq?$^dr0xBXnB1MMH)aW_P^a*|-#6TlBZyQ3pqiGGPESIBD zU%_-tok7OmSwi;LGB#5zc!yzm6qsCu9G_;=aX@ki@uRHu1d)ls<3*n0!dAF3Eu_Jr zUGL}U=)ksr<_^sxx0-yoozb(0L*zI<;aPj`XPi7U^x8(^%*;P))%q?K^x^R>@@W)q z9Xa=70>koPpM~4;QTrYHW98AoZ~4B+KFKP?N_VsM5`D7MDN@{Wc6Sibj|Um+H;ota zYCchcJ|2_e#9zU!i|s3{Kxst{Lv@`Y2ij zztmz*FYUR;bOuIJax2&lPgp~W1I4uaQ9{3BuUVS(52Ex72cQ;JHdG7sseDxT+K?4e z^lCj0qB*GnG5ILzCCA_O+v*g>+#Dkeh!Iz=L|w1<*H41YPfLNF4!K;IDM#(#u|QX8 zClcgea7TT*EX9Cs{}AN_`nssQgJdl2E48W|wORb6Biafy+U6YBwF2D!)o~K<#|INy zyj935PmODw+58tL;X385&jSTUvpV9Y6TtP*E2AcA4X|tT&i|AzpCAW&RiHckeban3 zS`i#LS=CwLk3j`;;1C1^M`4qVB=TE;$^N$(V|(WxY8@ zn6G&WyB=oHMSlo{5ROf<3d(&VL(6*?XF1wDQT-84%E3UKF4VX=DkfWsLWw)~>u_rF=$VQE9_PJe_j#Y&3&ynDUd={Mk$Hg@;1X8uZ;VuZ}e> zeA3vn+kdW=4*a;7RR5L2T;nbFzO=CdA#a+C3D7>Dxp}POMO?G-8=$*6M;;IE2WG~)hMRIorUfzHy3;>h*2vy1!J92DDjAK6s-?z5p#vAn5{{|Gs{=n zZ`@YqlTkwC^cSXgfp_Y8G5eD5aG+JR1vtGuo2C3ppXaZ!&?1CQ~UE+KT?t@sVkwz-lUfP&GIfD2lEl z@?U+{S<^Wq%oKt{PM60tb3Jsbzm{PX+{aNutTV;ihxk<59V@(*02HPtDGiyxI?XtI ztWHP;Y^p)ybi5Hn<78c!)WQ*0yZ8sxSuXOu&k3xt=(6Z{T%1q&fciRNRNV_g(4w_L z+Xm4QP793d3AQWeWmg4k{rJ6X&fYXG%w1ci0HOsoHoT%xL+-`~<6R2SCXeekho+=+W!8)|I( zL{cNQt@->N-V4~CaMHns6PqZkwXhYI>nOZzrWCzR(361{g@QUMlVaAAeTAm-|0dGJsF}#gqp5c9+e_)m!N>`9F zz3t36E}LhQB)Yirki^#9xSs8}-mkBUI@6|V_f^3->69B+vTO{2#oL5t~Ni&|Uxorg7Mn5@D5V`$;*vKXl5&ySpzS10sZ1xiy{2#E`*{Ictwu-h`d!sLEqNH>5<^0Io@EY> z)smh@m;vBWF47}A)fG#ChYlfti$QAfkL|!dpS~~>)(e6caprMuULgIOZ%GD&T=k*& z@^p!>^>!GgQc}<4eyy4UqzkiQLiz19B9?vsczKw^V_X8|UPbg&OMTlor#x%2X zIV1hi=OpgSTk3l)kQSX0O?c~%!R2u;&ayB>5P556M?Ok!&?8zi3bU0nSeRfp?YFRbUinh^eHejMQfpPa@lnOUF{PgIc9;M`L z-OOZx03~R)uk`|lJk)uOzchR7aT8|I+Xmr-y7m9o-`HO-(c;p$UY}TuhIT%777NP* z3)6u{P{|@ch{UkxLo8A)Ot*)J2#y8!Skj>_w7gvrfd1n33}g8cF0LGO)_go{Zc#Bs zC~{@;U*1Jf%rrg16zLiOgP~R2r=Z028OU|Gu2$T6_EhI+mCzO@7q5jpH0VU^=x)P7 zNN{%{4j-+CVy=B8s+l~CAM^3U-xKO7_clz)^eMz8mAUt*7Qd7)!(oI~zm1WDQ9D(9 z(glwvvzL~S=WYl!<48(Y4LrBFtJBwN&oEd^qm-?Z;~@oYw(KlfbGL?c9=-BpzW1V( z$jm<9MbnvZ;~ zs|Bwc#p%NY-6{Gpr>L(s0g}}hKxt*TPPOEM$pIHH zJOp+}bBYtz?yVifa!h|$1r+j#nGZRLd_Iznc@=DST*PnjEwOKCbxLSKjSoda(_Zpn zkrGK0GWF|6%#qSMF)1cUx_? zT12+&88KB4qjZ z^POar*tJFPV}d?G*TT?{Jl-4gFR5AOUiF<--B-c~tuPLA=bXS(&GvY|y?_77FC+P$ zYc9Li$>EiT5*;g^k3>KsFT2j6*BaIj?k~0+xQQVs^>5#ZGgs0(^8AP^rBG|;)W}a6 zfma-FtP;KPxZP>!U~~lKx|f~8{-?YzhXNk0SH&UXI&J>V5wBdA1yJer^X5;PeBckA zd#UdxsjOVdO2HN~zb-|h^#K0p=p9_Gu?{5*U8=_)PF*wVGKkP23)2kZ{+3=9E7-QA z)Xf(qT{uf&hK!&7?*=DF)gYoio-j8@n+JX36eBf#sIjDWdWi0rl3d0e=3ayW!G4vV zWn%+2l9@czhT{~?oj||F1_y-J*2Tg4c6R26VDdVraW{dek&%^Ssm` zfSG~mWuXNa2T~%~Mp4zJi0&gJ;N9vy{v2>Z^#J9y1u@p#_c=RxucR%2jPu0wT51g@ zbsBwIPXKiM740_27Wi9y2yZs1EMPs^JBK1ZU&dJ-asBM(h{aH>7#jLQF}*;D2Z)~& z*)3HI8Th&-->k~cBpX6&IV)M@{Ui)R==4V8zaItG*IHI4TTb+Y0v=>fSW-agV{Hm3 z^S@S`7XjTJ)tIPRc`e!axwNh0H-=dxo*o!f{b6{|2YEJmgk5VAVd?4q8Rw`PL$wi~ z0}4pXOj0oS&Y(W0kF5RdBQxuz>awzUd`_PX%3Cj0^f>--Yw^`E_PVW`A-b+lTly$^ zrv|$QF@TF&Y>jSH<4e^`qDcP`?X~^ukz!X2GQ&d;`Nt@D%e(YUIAV(@s*{zqF(MQN zm#3S<7W(@k54~P91GuHqaGijupt@BftfV#Dd5(kcSoL@BCPA+iQ=o#2-RXZSG8(R# zCD>C!*FlSlsC)441`#87Gzuwp@ZS|$3zce^^9mQ|_#H<(Z z$l;yJKgj_Z$szO}_KnRgt6p;s_LhWr%#U4gB!g6x{H#if?|7HocxPL=BnO zoH|WP;cks)GdavMnds8Ll&n0|G%*;v$gE_~^c*#1w54tMDVOO@%{z=v^avKWD0~eb zjkA?0iGL{aN6aZ@o^C*Ah#ElVmiIb)+5`zp16G+ns@qwVUApuk$yg&#i>q^#L`ntV zUB9rBf+I)95=2x`n|v`pqGhFH3$+}x=5E6gqzk}q>;H33aGZgFjQ;AY?l7Y$-(!g( zH6qJD$^A@p3L+t0-eQ&WEyR#Jv7F`_L)QTq8l9R=Qn}*3==vduL#H>lu1oP`FP;5U zXHFQ8r#432qF>Tty^lx~({stXw(W0OiBHs-5=d082PFCo$0W0$@1CoH19mPd8ybG& z$`%wdm^wi#Vu*;HRl}|grz$P6tG+i0QQr>gRy?_Kq&bvkHO6YLA`ROaaUl0Ge|h_i{@^>ent}&Lu!Brq}{G`irKqcr};M(Jv z7I7>!hj*18l&A%jq{S?a3Jqf#Jkun@;R-N1v8`mV9uF9w3#`{mYi)28#|-#5qN ztVAnazS+psWP=U5`<~LKFxW)S-NPcC$hWjc^}(KWL7OonQXHkitE4H1$u_IaG6xN+ zh&fwkMo?;mhJgXiAWxR_1|vt^xP@>@xa8t%gqhN+4X2cMqQGS$*fR-CqEsc&)c@LH zBE35r=%02~Ze~Pq-43qfw4Y7*rJTbHlWdoJ)aa$mXim8!FXsYX?|BDd2cY7OXl#fg zlH;ADnC_?FUDe%_qmDFG-Z?Lb9EwBTGQwHT_-s|ej3rJa;V zaGN_Z10qkM=3?ueXODxKE)nV;0w2mglI?vG zrAESQC2eR_Ji*Z_M=sWSkkd^QC`}Ti8Dl6bx^q@{W`^xf1Xe{#N1=4S_Wj`Viy@;3 zHwA`HtKpF05)>yw2b)=*j>U1T$$3>9CUh@L&wQT}$*6PNp) zeSgs9kH;72q5}F()0WoWO3`LXgR&s$ym$b2F^0DMFme2%DkUC>?|PTsWV~@wQ~YMU zRra&GvFBQb+H&rp5Wc=%i;db@m;-7}B-~&{+JbyuBnjp=@+W&EpOnWCjHfga$V`W! zj=4a$++wpC*w8C4YM}@Gv`-#)dgW#BSK>$q=RIGWh0U(k=x_9SsJ!5(l-Q5|Q`Ute zW{OYwsS8f}J^k?(2Jg}L1+Cid#v&@>Ms~zwEn-qm4C2aCn$W>#bVg`*in3HjY zYThF&%c~4FpP+q?{ykezHp_x+EYlH%HRoEt`Nz%oJ72ko;t z-Hd#e9;c8ouQAx^>zUfSFIZf+nuhZQBTt5g=FXt(>8QRi72p-eH`&yeLZ+MsPSV^T z%yPZ(S)I;osuM8)BN!c5nJi~E)Q}dXV-QQ;G{WR#hE7|WMjKAQ82-oPZ{;%^Y}iu(ueG^r8T+CJf69}pQ|5KIwU4D4(X-!KQkmoV zMVis+>&tQKF1I=FiLy-Of~FsM!JA zbGT8?^J1xp$ETw%tpq6zE}H6|SA}|Q$}VHpF#N4FIr?KzsR{OO!aZn1DSxr!s~))& zFiKEh&A2;2?OuY+ld#FYToGGpy`1zH64SwYQOF}9bSlapP@Dzu&%IF;*lY?KK!x&u zuB{BJ0wk$kIq&BsPKEw}SkF^{i`qtYPR26mRBfLcCgRrl=2^4kmePy!n5Od~29J40 zP+BDk3#xv*WSy?v50U}Ep0F$02gN+U)yD+oS36A!K8cT;uKY(W^s+cQ2UA7a4W%YO zYO`44OtZRWt{3oY{^1?`BH2UwQvf!(Rzx?;gmHk~=FM|n{I84J+W+)qt{q|xFW;+C z8k+H!I+WmV^F-$p-;54OE~cw)QcFxGV`~9Vfaa6(Ne|w3JTH%BbP5RR{Tjja;pr%A zFC&1x32m4d(dsTq1!*`+sTV}fcatTq>2X=MX+Qb9__8|mP$xWMDHB_|U==~0ej~Y* z6y?>%Xvgd27TXWk8Agqf=n|{W%>717_ai%eJ~Bv)?lt;J^}QH1^@2U?N7zZUJMpd` zFtaO=2DO+4CBMBSuLn#)@VvhW!{lT`j%D=H>5Z|qTzm7rGLcw~3M#IrT{$du&EqT) zjHEeU|C*yvZ{5mtv`1WLDLuM{E*HC$H-OhWBGlVAq3gXf*VG;-i%F!v5kb#gp0?zu z6+-y`(cW2xMYX+uUj+$iQ0Y!31%#nf;!rBxB`|aeh?F!)3^{+3$9`BwfA0Y?X~Xv`}yAZ*(2TgwF#OyhM6MK6x`1-Y4 z>eIEK;Ry(qI5;Mpdly2~o~zlgAK#R~+$uy{n6ZKI#yHiJb`%cv=5SXNKj4?P%Y33nS<^Z5KnzaK-nZ z@XGtPPUbSQEk7Fqte*NrVTC1Tu2^P+#Ou7Y=LsXOC<31%fk1uln4$E@8}hiaq)XxS z_gr8IK`!jw@R2-cwqeLs^V$<2OZotJyR*t{)ONzyGDnex{0ubF|9JmBw?MBm(~s- z0b+r81?kD9!@$0C>C?OwVaJze6NzOk&P-$*OGjU9=W9iyg{{UNI{AUJZkH;SsOG{T zyN#P@pK8IWlyZ`%G~*HRmj6lHHIh$}5?Ebcs1(oP6OD7VqF$%b*cW}W6&K=*%=Q@rMlMwceVkzdjF1V13Pfjl`Bi2;Roy-Kx&K$SMxzP6_8 zB^4g;Stnh(%$lmC=BDI`9*TYdkH8ZRT|ZyZYU3o1%#ZWY9;IDm&t%98%3_yV_JxP? zSxRk`$Ao>SIL{07H{odK0ZTc(p;FLHOORi z#K6@dPLwOIO@G;#>{+|Rk@lS{m%>A+IUR8L3Y=s(ZqQk4$)MwrK zscE{nR(5grRwzSE@4CX#3lS}Up>?2GA)@mAnSw!-@`J2(LodUv74PZe#AI?b1fPqL z_i!P*uA-z4CSj3h$*T<4zJSIpJGZY^F4cHwHIXeuSMBd!Qz!owHs z1|_eX7##Fv+KWV?D1LxnHXFnryvl9dy=B|p=t#1F7*;=J?Ak zCMS#`Y)t|?&R%(ISN1n*^C}Fz<>vhgx6L;BE@Jk*vf=RBuS1Kk@2#fLRdxE1iKA%> z1};imaC<=CjB#oCht*NIg+s>=()622JZPyjlfmbX{t%9OX`{W-ys>WjN zZiCd`rTM6R92YQ{?CFSc$LLGSNt9rQwa1SBAGfae|rM=JBO*umshx&&xDR)yLO^ z<%EIfp+kIIrCi#N6=PMzoQ9l|9Nvf3<$JPO$0mw&+R84(SPxnfdtvTrj5eY9*51oH z*?F6I2|4*120ZNZ8q6*xU=EE{_1#d@Tf#c35p*W9^{@l-iOY-r>qHTYFiVl=TehZo z6JqV>ML{4rv574t(IASknT#(i`eG}J$^|u7&{|fco3cS>t~0XnKJ6Q`w(LbXneQV> zhsubn-{o~z_&-Hgu6C^_^YHE{VWf##jz6(Pb@gr3PzZ9Hcl=pFQsI6-x; zUhwaF*uUt8Kg9iGNP2-EwIJf@9Zf=HJK`BKg+Bb-RYlxF{eZve`3JA?zkKM0BH@wW z;>IXP{&C9xU|}X!V>Aw=@+*DpgR73Y@kuXe?k-)7#BO&S33(n zfS?X{7~)#@E6~Hp8MXLJ&46XBy?dALL->&{yz&hImVV*-`Slx)U1{|^j(zn>Ki*}3 z%h$TDfdz8-l0w6)y#$}rgfKvJgBixt3o;dy6ncA(sDgXlPzZkz1*ZUp@UE-Pv%3xO zHvzQ1#ZK{so9zirF6Qu)`n?Eyy&L8rN^@qTe#W|;`9{cpk^zW(necm_@ zJR@cg*b-`36#9`kbG?eZ5QD~*DxdQzVx+|KYjuZ`9kxsdl-P6CI)eoO*e z!!8!wVXrh;#KzRab{9;uTRU2B=LjsuIf`9ATeBNnED%#ih;Px{FY!JqBnApN90b=! zIsc8F=(>SFPLOK$7C=5u&4v_IIqn%#BaFk6r#H>RkkAA9cu7$8(T}PImrsxp3F>`X z>hfyfx`c?V+!LrNHf52ZX)IX>E+ zv;xdR?8gcqC7pgbp3dGdPu^f$-g{CGFbXaHREHTYNG(Y0lmQ}xLTrf^Pa7Z{E?OUi zvskP%NiTA{pLQ9F!ps_YAa%Bu|LoFp)%2zD_hxr4dUx2cJ0;P`7^VSuK+p4sh1ZWe z1aenbJJ;TO@6d&f_Ucwe?0rwF%WsrpY}Hl1#ci3In$U1?fY!!QrME`*_ns!zhOitcG=x`(H(y~hBgwa0wm;d5HF~Y zUW5tFp7w_6PAxoaatm0}^lZ^&i|S&JXmpgGL-*N54>lTV9m2gpVkrwn6}>v-@$kz@ zxJZ8Q2@)=7L81jamMZ{R;5ExdTKOZB2<>Xc{>t1DDHw%dtL?nGO6faI$-H{eJ3K0O z8Y||0cNL6^+^0{|qm&qB82(~=45|iLjqxy6cNb++qeR*p{Q=tPuVdoQGs{R7p9jV}(HfKKCJKQecWxCPuE~MOOv-#>p8{0j0nHLsdqU+omOT#0|TFO`=L^ z(vU{ilnSy9AB(-0@_)hJ_M`x7$=v%%6WA}!rh^h&MQ^1V`nj9>x$yZ z)-Vx}-Q&qKqGQWI(Um8Vj>QF_@WhCB>l-4BV|AfW$uife9v8JIpr6)k?RM8F%Xe9 zP><(^m+Y%t5fxt=Rdrqp%mzFY?0)3qJY{I1@piB_IkvcP3YKj!W5|qn!HB&5HN8J) z+(6@4vHhStW6Cn0bj(lfW(oSx$(&KZivFmHU#BA;`*0uW^td1j=ofb{0fGEzkjS0j zU?Lwp?_K|3-mE=fuwQNY2bnY+RsP~VF?8Eko6HYw6#9-(p#;pw9((NBcdVBJ_(=HY zX4EHp19#8I5petjb6wpv+`Wq;zgJ`-V!fvdi0rX+OkkYY4ZjQQO&d=?64!%`-L*m_ z6&wgy+~DWa%*RZ;yE39=EE+<9v|NN3a9u}~XW;If{!M6~#_pWegQx-Ix3S(z0zo8C zqh6B)pghWLjscqG9CGjcX~W!IP7>HEK9}@~5iJhI9AVk*>rv01QMO`WlE*`_CZUi2 zIQ{(^3E|V?w3bs}wAu|2Mx;ZRNT)c7w5FFi+_dX9%{a+<7qUmc)=z%L3C3jL7(4_v zNu>K>FeHC^gHJsL381G3_#y^*0Bw3K0!23=Z~U1PhC)xmcYEzc%58_>2s~kN2l`;v z`RLLb!9?bLq%boK?|K)nZ*hXvFV=jU9Pme|cM>-p*>79t2+kHzdPepVW2+s>aB$jr zOitoXz}*uH>#R*~jmPjJB2JNf3ptVaWZYgrrU85X74prR$u@Pd!cRT;bRwZUR7j~* zW_NUx z3wiVGB|HxoDhl%t72(me#JU0yv9~FtToWGE7c%u0U3V3tmhIOntT?|7SG2<)Iff{_ zQcTg+P*mub5L+Ml<&b4YH7D?cz6gve=bS0%@34GEDKM|;2rZUXe};A z-KmdZ9UnfTnThczwxkotO=b_*k{cxih$h|GxN|0mpJg^&Ar^?vcwD7LLlF>RyUD%*<< z!Ci=&Z5c1`AAa$Kb-S}4Km(48aWsJdMWj@n5WD7CP)3)VrrGlvIytjDLQ6lj@IQG& zhv=)LmAX(R9=v3qa5b%Xv|$<{q9xtM>pHi;2(Y0|cpc%=Q_?m>#tX(NdBc6)Om>RR z0i_h9Km=a+2j$QElKAf02bMS%7|-^6mka7#lP9Ol<*1jA?qeo_r+kel?iy@6gj7`YuZ^sL7E;kH)cD%wnS1)N zJBsCQ1wc>wn?oe%93>e|Ug>7GNJ_<+Q%R86O2#~~#%ln=5ThViv#7^+n|_;&dYd&0 z?*5tA#W2gX^Ql!1Fb3gCKlr^(nBgX*WPpOGRSAKbt)EoK?b=mwnCHthwU7SteRm5w zt*Y$&-rguV6XC884iSEPZtS4KChsJrG z6%mvosn^Mj0Rg|{UI^I0VDH6mEq%7xe%_gBaYL%~gCi&dUbc&yJwKIjV)fv{N5nOa zCDq!gw&qRc?|=pN4aq_@*_pfD;XRKU26EMz2V^M2Y6JTdD})~kFhdBkHDIXGWg%cc zuA=PIT_;(ebu6;zfa^i2(*!7!69$gThw%;6NA~CbQNG*p#A6@gGDmQnU+H$n34f|v zdG~0!vtkyB5tkftyXb$>NaQX`3!ypI46QY6P-8OMiK0^IXpybyaeerW(e5cJ3B%dV z{_ww6vUz};8!sw5c~}uyX-ju4YY#5U5VC)YcCbXSpy;5$v0F)jf@VBH^_}JLAzc6n z75N;uDHXi?k@Q#;0E_*Tq4jY~AfwkndzyB+ zX@LjXU(p1JqLra2wHle+p05J^S_;Ix-(2g^IO&p(8)9w#oBhB2=aUR z^!rosrqGdBbYgD30)4-qsXZjTqM@(EMN@@uAXis=d8?67nRoO%qA z-)-_stMhe79C@M3S!{vOl8{xUebfqGZ+R|qDj6Sj6t{7Mk7XZmB&Gnyu|?{{#_;(w zk39gdF#cq^ao%tf6Z&swfw|YRK&mS7Tf%MakcxXzBID)gMqWEJ8IHmyPqnCHeY*kV zHL0oZQfqUA_z6a(Vo!$fD{4P_KtMMj>g@M9R=2Q!sv;#yOH?S5$SEW@Zpc@PPW^mi zJDMw`>M_)Bu)A}=_RMy@AqH=82WE)xhjtCS+?>=3Y+clP{DOfE#^7v&khtY3drb?Q{^|2FBZ91Cqab zSu&6+cV%-8Zacd%%*K_iT}Vj+g3Nz8PYG7Y?eN5DbP&evzM+6hVmBAm+kC9r9DjAfJR-Wh6v1W zW2VT`L#eP2v8AyVOgNw4$XA5r(w1FMzJato&^Q(~^Qo*SPMB3QVOgW%feBO?W-P~r z_$<4;pQ~A<+yQOowQ=~RuFyE)5rl|`yJ}4txJ|>tOPt$|A?MW)T^&(Mpd>(9ZbXx{ z<0kc*zzt*wA|hgIQ=9Su`}0>ETUBKY z>2FJLQwqpUnTcqjQk+E6Aj#*HHHMf$h0r@q+~vv#Q9%rJDTy=yZmuLhvF%WP*LQgt z>2Dyg=~dHPfAWWG%pV(*KRzOb0P&Fog9>UW?+=cT4^%7Vu$86WKAU7hXzJr=QPxH+ zhZc69X*^Bjeoj4!nWQ~CG#9qJoRWC!76F~Sw1k>gYt?Vyk0kvif~ZC|@R-;Tvft4L zJOwmLH4}$gW!AfyMwma5HWJ~fhUc5GMWt7|7aBFGUMK|Cu-9NF^)iad!OoD2xO$4b z@Acs!sbMMzJ{W^*lA>2(cD~54hWyj7oqCrtrd=^ElB|Gx=45-h6JH>8xsD)B0sjLs zU%9wEvCFk4U))Z7933&gb{Ly8eNl5uV`>wP+dEHT_sc5#H_3EhdL!D3d_n zw^gOQZpk>l)n*VDb7=bV?dE1B5Za107>HCekM_clATw|0cmK#ipc&K*VVT7ZDr@`b zB^5u3G{wL|&)Ag2cTfk9VL}`R-of4qQZ zrapy;IZ#BwIMNox12V|^YHp^Bh#&D@J@11<2WH!m$M1@||Biq<)Y1X-P4)}lu?pTq zL|Bd=T6z~lcG?aaG#R5Ob4)5Ng5S5Vv7uHSQ(Qr9!?|0DUH|h6n@@4DYx7LXMwbDi z+*qE@$;>KUz)rm<|83_^oEVgz4kgs^+9AxV)%tj_Ev(L_R8qVCGyeF z$9v5=eNudyl~O_oI+;EycB5Pm0IIp}HOZGlA%g+>x%HJwq=pY7J$2)AwR1P#rOCmx z4(hh8v`dKwqO;{n*@$x==nt{!SWZb*M>@85^ln@fdYmtpMp&WKibnF#jSpG^f~~pj zD&^hb5NQhio3S4stgA19QU(PC4vL^@B^!zI9 zLqPy?r(FF&LSiH6lA!fCWGTOEy}$*f9sF|Kw9}p_|6D4fvVE+Nrmi-yJ8Y%zPm$4d zqX2XBk7KB&xjmcz>y=g$uI}wHgTs$|d91>^l3;;HFPXa#twHPD;I0u3dB)qVC)z>h zA4coUzx6qC<}Sag}Vx{P^o&&Je*?8rSOH#^`1R)zB)KNCBZHLXG+?R!O~hn~4w7BgUo4I$-yUq;vciYKgbzH4Y+})BIho zq1;?dD3l+JIs26uCcL|qw^kE}eA?_7MJV6-c~WA1*A+d|<$pv_7nhJsX^LBM7^kYGpSWl5F_ zO!90ac7@)L$1zh|+8Ntd!r7H*3z$HFB9Gg1oZMT!c%E~m;p5!9d-m%zsR7nvqioFT z#Zl&isB3v_0iTMt>H7(can&<#hcLXSF*P{(PK*nY%T`yIuVP=^vmR0RdL_?MPBPBO zA+HJw?$=#zEwD#iG9Zq^zkuZ`#;^uTwvnOW264gsF!1>d;B_(1+V%v#PKG0<^F@w* zo903MB^wX*B(aRkr!%CR!(<`Wh%tsevu9VHThfGBQI^_YUiaz<47yG|LQ&{S~0-NQg7J zp=H=$(8|tmrW(1>FxoFntU#{-?aHWF_PcLfcbeW2cPuCPYNBaQ9c|b2d2K&Hkm)Tm zZ*eW%_dwH?BiU}&_g9scPFvJK9KY>QFyM}Q7!vjv`f(tH%vwaieGm;HMfmV#dF7Z;#sk@5-c()dJ(^)I%>OH2B&^Wx<-RXd$-N+ zdFBY{VfG!u+Z_xMmsW4N>`&Rs-BN{*@>QmrZaq8(66jDJf$NKdV37?d+1P#)GLj|2 z-mzzVZ-H@^eyot@d3Ij8Pr}zJGl<^jrMde_TGL}+!ZrDGw^cPZzkwK`(|!6(!mhy& zwUrJE9*|Zrp$!`jj&NJSA3Jw`_VjI!(QK=}7wn|E@$d@tOp{6$qyPtGHRst}JWbm` zwt%LJwdEmtXOTbuaH{HZAWCQPnLV*dj0~yjHGMik55~#|VuDnc8VA_Z`2bLS6_8md z#07=q9k(m&@$GThVJ&S$l{hZ|CR}yKeIQ8(c)&rLsn^gi76!NJxpbwTzp+`ev*b`B zLSZv$Tqb_vkUP&`xyf%1Wyg6Mm6H?6_y{mx$P+fBbQeSWFKm1SiVbZ+VQ0 zI{+{r&Rw9s-r8ZJa@m2eBTlFsPf}KeEg&qJJ(}p7%2Ab@+{vqutx=1vdHnd0g!eo= z-_@V)mcK4;W#1`CKJvcs0t$X4FM5!U{tWmxj3*|VXcYNi< zd8H2?-Oj2B8q>;M3oxn%3Wf)Jrsu45ux`>}SiZ2OTWq4y7@yw}#MG#X>=`|lcRNj8 zNh;N>SyQqX1V;%N1*m<+rHW1)-@qXt;eMVZ+b)C(P6c8}nl-E?p?x5Ig558iV*#J^ zmmBPvq=%&lJ{X%y7yyz)GY^H8gJ}jv7qdry>)*X`>y@d|>6vyK=n_FlMdB_-yZj2LXk&hFQ3|7N|1l$jLr3=;!} zord+q?BA;cLztCgl|{BmaS@KM9WZ?TF`JxDP#L zRf9<#U=MjM<`v?4~|KGU(n|H1l(FufN$7DbLZ$0EcCr_sB zC-Y05AI|;v?mBb_kX)#Qz1o!f&wu{1GXRGRm@@}e=KuM$|2CZdI>Q`H9Ox=TbfiLr zzdXvHe{3`dtV63wm2C_DwTFV(kFTx+ECzg}-CDWKW03sOzC`e%;)Z|zjZLJkY| om@@i*m-E;J0R!^?;ahhhW)0<+*dtCjyaoKoKU0=2mNfGFAIWU8?EnA( literal 0 HcmV?d00001 diff --git a/man/figures/survival-summary.png b/man/figures/survival-summary.png new file mode 100644 index 0000000000000000000000000000000000000000..1caefe57e1b93a208375267fd93da771b1b80e9e GIT binary patch literal 262444 zcmeFZXIN9)wm%FgQWOvY5s;z?0t!g)O$4OZ(3>J9KoWW{0t%uu=^d2bd+1G+9uPti z0trYjA@ml?Kb~{$z5D9EAKwq}^K5vMtgJc5Tx*Ou)|jLGX2P{Jl*mZwN%8RT$dsQy z)4{_dWXHX(5nscdiMW9Hm|d75tvjOuw`41BbpF;MvGHO-vojOIz*Da_g$> z>S~_bj)g5GB&$soevmfE)|r^=@}Ss5fukY3Yq3!a@hb9^3!~{$I$yJB*wN#R24P=NdL5qz9LTIY}!kP7X$Qble~_HzRh7v zLt359h*pX*%X=D5jmLPU7oUL7f>;cH_gza%5mzSB6#n`E3nqAQ=(yiz0<~#-V`^ou zCe)B|QubchbLwi-i-=1Bq08pQB`%_s%8&&1M5V7qKf}aYQUru_z6tiujz+BB0hHfs zk0T!UCc?{mpFkOI??0xOJ@@4dpZ%4=J(&l$syP>*0KsnYikTldNfzWnO9(S~IOo{x zx_NGKK3xzJ7U?bM{&vG9KYd^%qHJk^Xc@3p&*6GYj2aCT7JhX_LBlWCn5c&9mTL}?`(nRn!liJ`)P0~=<+OBSA}7TM`0Bteb;!<3wwENl z#$7aoKi?3$2UN}yT)e(ijM;dmqwzDF@#D*7pL&R%oL7WZB=#~p`;Hes4C`dP?!6;0y-8pw zOX6@XnY216x2(C1;X>!=4Zd_t$YT})9{RqycZ)$xoPOOQ_qQKDpwzk%d7WvMCg>^0 zrQidAjG64REM&gp-QDdwE==#PHg4CuSjM~AK_6@rt30?&HpBCWy#zcl+Df;f9GigODH9yGnFLXQCH5K0I|MEdL;IS4^|;-JNdhYmu!RLD$7jjea^(d zg#pp;_~gv%kfw5}zF2w6(~xB(3^v*Z=UTkoWFB1peR+rj2U zHWRv0KqYxaYL0AG{^pxE-zl%Xj4)(@z7zNvTKN(00d@G(pE1-A82g^)zPpw3_OWb# zOhT{Et4BJKXK(H*YOt)tcr4y_VP1P`exF(EM&74ug>?2|QBS8hh$5d+eOI=-of>`n z)Af-&J3`~PTXGxUsa6U1>8FFF<$d{H17D~O-g52yafkLpr%sicS`@5PrOKt0wB#H8 zyo^8LMn_ZCktn6@+~XO-@_AxOO4_-T7iugL#9L zl4X1EtFgx4>?e^R4kIp@1Ft`5xpymE?X%Pf!&W!-OJQerXA);tXXdK#9~yqoH`zWu z?|xt#E5jN3^&w4+%JYrqzR!D&eWJ*UD-qhq3rN^_H*lJ_?pK)iw{@p>$Z4vbs6P$rN9E% zccvm3{I>n@c==d4ysh-yH0-lgN!Lh9scx=rxvSR7XN`Iug-MO1l7Y#L9Frnn!=q4e z1(Q6a);z*I6M3t3)@Nlub3JY!y)S?8_VoHe{aV&oU~k8ri5oof9flo0hD5)u3bN4u zVA#G(pk!_|aS()rhzz)xl% z4VGSO+gG{*1r*dX)E3liQ^5itA+(Ty$aRsplrjMc-~?z$kb-|$*a8$V*fJ3Og3|I{ zl_AJ^<|jqsy$@ae)__W5L#f34M9M^!fwDwUqQCy3ez^WOeQfELv2NMaM9M@-Sz4K| z<73C}sln=^suNh^%K<12qP$MZ3Og}`eI4ZeFm3hPs!(_ix#&)8yG zmY!_wJbxQj6V_`L*Q2f(x*|G^kxG-2@%HxZYqf7}Y5}#tTSdH3mJF3vQ>s5~{fVVJ zrCt4_j$4incDc8u=CDawA1tC!;PwKm&7ODNj?8=CQTG>E3o9gmr+N6I>Ax(XjxG|6c1Ce$<{UWa-KmGJTo=Sc)40*kV zbbz#kWP{}BMiw2CTJGJu2t!Ke5Zi95?P6~!tJa<&Cd4h}4-wI(%qJ}UoGMJ?qU4Ms z9y7(xo}WQEc_RmWETObDT+856f5(7L-i7c5s~&@>z`G*iVEvgCFU7O?#u>l^os*@|5r_AuZ7<)5C#gm(y`&@@!N4ZG3NJ7W=VW@_wK$QSY zpzHzq^Z`~G{xBoWkzdSncZ5@1_gI%apK3G??pYAH*t1=7+)CFHK}IJP!1LfHwxTdY$pvL?!;xr#os{4dSj}TwSeARBu$ z#_NYHKN&j_+Y99O;5Iip^O4&P?tW`?eTCca*zDL-h;5o}H6p4Yr%t%&L=#tY@h<2q=q-W?qB$L~taKPXE}`ZTk3O!|ZK|;{ zm?=-R$E>f<<~JveXAAYGmP-MBdC+822(1mBW_M;+i>ZK0i^j|7tkJ-x0G3_ZJ-Nfq z=`2tn(&?RZVJ&%4n)akFZ#l;9InYi<^3cgO$711=h2ll^-n*rb{W+mZNsKv6CSIkN zUL!k5b|c-R@KP#@v;sktwAlROc;XH>sNlY4h7_a6=_1`w%7X3rFq7Dd@7A{W;mPTB zbJ}%dDHDqG^^=WH!WGb_4@g=Do)c4hM`n1yrpw$CmBG{U^tS$HpLyf`y2Fj|NeJ?J z^N6#q*WOy$j0tbRqq8#1VT;5Yi9AntOd?94)!?9c0fQB95syMrG@?#fE;`X+!C}Kp zoJ{_krpL(_4QJus;?@hmn$d1=-OWy|ellkazZyPmQoR_%x^}sSt;k%`>>D@?zsVe; z-K9O}O={r}sN1XS*;q#YK>9*r8T_WPMhx(}NMDJ zrxVFiOXfHRkKg7egBIubJiRG9I~!J<&%r-CI|jAe?w0qOL|yjZz|&#H%UV1?_h-Oj zWjZCeJg&da_d77t1-#n^SANr00F}iPZ>wvg_{`*)5pW{D$2=MU2fOuE` z)5jS1`RgwR_rg*C=krQzC>{~++b!JdO*X-Q^(JJ`zVhG4zoH*JIbC^WW!$H(m5a4C z*wqf=7E^OXi#tK$^xVi55AQbHuNS_u&Vy|{JOX#1o}rtex|+BZ1jO^=738Hgj~B@4 z*Eo2RUgEezkhR+j7B7$^*j3z1>i)lah~tibo#wsI@~Tvaqm7y1cRx*LkM+A9CC`srzPExd9nu(Uq)8=t|68S`NdwN_Ve#-}@syv*>3QLA&JwjykI#1RediBqI&_X`@2znv*Du(6}yPpo7$jTS;)Rg#ygxWV_kd!yIwxx#WjBIR&H)k77 zwpwRU^R815$w^ew-k zNd0|t%q^BDDW5I>c3}LgDr~Zr)q10)M1OZ%_*ZoZuCnV=-}pbcEV@dpmZ*|?@P9O` zyzY4QKKSnkzR8h*<4H%khUss_fg^d26NsAjlfRWN9zhACG_&ClF53 zYk$i5*S%!x;doMIgZcb@GYd{2{0g0aKQM9pFP@5WjVS(R(s3lYIDzDI-1%dE|0RQe zCi!=X|NnK8?ejzL6z&u3C6)^6+VJp2u1^Y^c-q<6PZn#h)u)g>V+qIW@w&ymd;d4} z)v6;TR@47DjJY(woSE4>YZ#mGu$%2YLr?mq9&$6}ck{iL1>ByyQ_-Krgoyf01!Y}= zNGa3;F1y5Q+`ie@oHYyO%gq|+D~E{3UybmKqRQuaeqF_WS7fhEC@}C`-g&2G!b!%=a$L}LSTxH@&u%Fp_4Rn^^v zgpowh)8Fhxb~S0d~`w18Pe zs)^HQ4;kHRnYQd2CaY%ZSbZ|sYjeg{c=2v; zLP^^Z3?72S`;E$!vH{!8~mnpuLWPEX9X_v?DH|byZ*V z_m3HYCCyZZ)R4~p`yG7dM$#nEE5EZaN)rFz$;ojV6^s?Sm*_Vt zFaI!E36-2Ye7|_JC9NLlST0`It{pCul>?jiI$SNoj1Ta#BqdhBj;w1O;uD6_yOs=s?V$2y2>clRS+wwKg z$Ll+pQ+EIa_)$BzSZYXrH``nvWk;^WX}0buY;F~|w(mI>wI`~t=j}d*2K6;(G1!`) zIN95qdd-c9NQ<<~6l;3v)zRtu#&Xj`DvO0BGP|ORN$Y*MhS~hLrykc7lwH#-_QNrn zfDw4{;disak@)LU%z^U|I0Pk~mZqvXJ??mGtvN4+Tk51I3*#sb1;5(zosWw+XA%Nx z*w0M6%cRnv%9L9@udL7H2Fx07fx1h4_%2?cn`(E`rn4=&eCl);{JaILoC|Y5PYa&e zT-3{P4vW`0q(ZsrlYc#$iSyS!4|pteRScj5N^7uG>c$pESh`6>-HmGZ{rgueqKDk= z$M+LC^cW%q&=n1y#%nWqr%)F~p#pPv#=o+wq(K(EN%29{6Q@ZR9%SxV+&^JQMf8 zy|S6|cmb$3kUntSyMo^I{G5UQTI@fdScTP|;ML>UXredNRP!yi>GA%XBR zUDrL7fs8;j8Fpr)+&bOENz?T#VAe{;b!kNSMjczolCge)*81wIUb7mZR9t=y#CujP zE$&2WY{zw}sJVv+Jf6xt_$f(pDI;L`?G@MrV=5t>`fKaTTj%AX`UO>`M>$c^oxbiu zVFxI#oJEWvHsifSw?D%0ox6``#K+&Ccor@GpwHLXLvDFP$KrX59sr=ZEZv}$P21au zScCbojzj`It?D~{1~2)VGAnTFRC|38Qvy>2d&1p)LiPmD-3Wzz#4`8inyVN9*;Kux z`lh|=y&=<^779je8bpVPFOuh5ixJj=$0wVmL46-Rnt0J;b?Wx}m*&_(1{Mu#Vlq4C zv5}GMtZjlKh}Xr}P2W~iTW{A?(E1?QXZ^9{`Hf|#Ok`^ItjKyfTf&~W{JM>al#)w< zFD*hIiW5edz#XbRWC1FfA+TOk%l=8~Nlv)y;9Ji&8b(H}`34;I?ct{5HFS%DqcrM` zzvs-%88%N-fSpse1Y>7fG`*vH`_*6$whzc8M;nR zOwfX)iRY`nKVj6(&PVr$UiaVA8Z&RC+1Bb2ZgcB_TR94CV*KND7N8rWqnjf&^3$j& zsGx;HzDd?yMuul&7sa)ocq5~VM$22A$7gAr2J_+)TYWrt%lJ8V8mAL^4%iaJ4-$w0 z=93pcLwKWy#W?89!w9r!XAeA5^6CWR1oV#es%hIw*mOZL3D&5spvyx=bo@czCN&(DZO<_L0c_KBO}Bz z|4=^ft}6&3&{BFG%zRrgK6l3~YMLeDI$oggxWziU26#Q^ z0||0tPe&p}0Ca%9yupZp#SJ_^C^y$1$CxJS>N5dCm`^+7BOK2`vL-=4xu=E6rhySQ zT0(yAwefDOM7)!0F2JDG>Is z`^;kbC4gI>apswXg7%6)n`ME@*}>X6uRonxllY|AcYVxx`=m^?20vHP+M{n`?DQ~$%NlvkeW%e8P{4A-+`p%v>qJwu) z!h4%Ln~z8u+aB0E2=tYsM9g}66nc&XnjH}n(~y_9xlL%UibA~H^t#1E5$C#<+C31S zqWcpm10Em$3<>)m{#pq>LaEYLKo1`|ciyR=T0dJD*R~)E1g94}GuNup!s~qzpRd)= zoW{0fN_i>e%o#W^Xu02#iSo#N6}%@{LGRqm}aWrDaXn>#za2*0O-MT@(mG$kRK<6ZD- zA>M5BK7UY={l&r&+QtK2_35-FxHN3DDK7;aQZ!D%r(`l({`=CTzBl$83Uz)ZX+UVq39rtd#PP^OQc+&hPm=|nT zzBt(i6|cuh=Wyq9P+tR{7SscO_Vh~yF4_Q3L+z3&@${AM6|3AOzbH(ttJpUk<~GSI zma^Cxn2q$YCV!Y(6sg z379=F52|$1;hbm`)@m@?yEZ>!6jqnserYpYo1JU3S_g1&jYm8Cyem-eb6QadLs;fK zl3LTRE#fx1L+;YF!-X!ghqqY)J4X|EOf)J^Z+KK9L?^Ck<8|7G&j9hM?>S~q zYps}6MCNHjX{kb1IXTczu5bJOLO#Wj-qAs%E{i@JW!wY8s%ulAy*xhQZE6iGtLZ*H zPW2?}H+mg>XDioLn$FZ2CY(cn70`U}NGw4sPT354YDc){X=zveZD&M)-UB{xIMcv9 z3qPmm7e-OXS2XATL$9k1XQQL?v9T&E?CMzbBIHtVz0l){KO^f}!^~E}LNy?c zjO}d~;u8_cL$ke?-&I>wlpg}G3$)xt;p{TJo-soHPlHA5$f2*Fy!4GnfzfHk`Ql<( z9TBo?VrAo{8uV@G4F0A7dGTexI`8yzP(k(bqeVADqX88zK!Hx&NR*DAnHj)oyfGrS z_~5j-f!Pwls`ms}NU8Bu`W2_x3?7c;im~5~r>B9JxL%?s4HkwBUo%$uz>N2n2EQFb zl(o(eO%UeGy9tNGho$9Ef%g4ci&Ybidp)g8a7uL<&DUCa9R7Ka!U9Cc@3wkQri+yL z7Tm7#HkpDd#<3IP7r>0{5fP@2%To*Ti9tnke!W zrCYzk8To)e!k_%Dv4Izax8g?Rgu!DZ1s^j-u23vv$0lL7hL6LSd3zK|D1csmjik= zQM4p8W}P?WFcz-P!)dZzm06JLJHt;CA8?#Ng0uwANS;JNMzb}($II5*HxwUgrZtbb zf#DAf6-@UCd_z?}7gH5nk3u_uy&l)-rfqw0breMfnXbrkxqGjIO|Fe27gRz*S12e9 zzKVBk*xvcWjUjzB7d=7k!HCS`?5zw#+bIO9I5_$SWvQFkN!R9`Wcqtn*MCji<$TBg zEpZxAuBzI~?cHBju$|$!@~F*&OlfMpM+RH;&<^b&$XPkTtyz~jJxatR{7Kfzl{mpiZ{>OO?8K~CD zs-qaPUTIs2uT2+|S0cnulw-MGW++3W|Hdpd%PLPN4_dq8(k+y3L(bj9J}D2&r6pHC zih|qL_7cCT_XE$Go(lWX)+nNfr6ux-u<-!U_Iag8hV~prUK4M%BcuK~peWMFZDPcE ze5OY&lVOn7Kt*6Cu9_ctxY&~*%u$5?pdUBcu*+^yAhl$sZ?wlrY^*J(3^Fmr7Vtd3 zC@XtfPVV?w8Fsy4C}T!2p+l^&zvk}zAePYcTSNB}LN_7MsZ?y2b zEQt`4u4j{X7%!dYrdjuq8cOEup#(Wnz`4}v$#{z1%=7trURTLgq^(OrpBS+jn(3H? z4U=bW;#R)mNZ1v}hhmH-BEss9VIpK3f zdaA6}^L#2wwb9JYPsVjBtR!rkYrBcnB@Uvlorr-e)RbBbw52rk%!%=Y?^6ESf-1 zKiUT=dG{3Q=D#FjAJ5FIsL6pL1cg1#oL=u7_>@CAu4nw>4T7Ko=w2DgT_$XTn0q8_ z;8Fs2>Hx(uYza5?V|KqC6(k!tK9p}0v_8~9t)}+?zKXjdMfrcv`@NRc{}reKVuvQ1 zF{~B-VDgzp)d{3GVEly91U;Ul*QBPLci^Wy{tU2NQh@H1NDckAzjzmB@a|~6(=e|y z)5}3;`lobd#&BV=ry$vSy@H!wBeKL3oyK&@VTDvO$3C`7SKORwHJkQINZ!wD&~fDg z8bnxrf-nef)oEM!K4h$ic*4sSu3!X3bl8+~GTQB?2UrVI;S_6hZZ{WqZ=V9t7N@b& zycSwI-eEmg!~F;P+)Z)Hp3|PZP^TTe<)d{|!xhvq7N7u+owfi?<(k{4i#JcVsg}%X zQqXPrOV`vECdN4wzjI%10xkZz%qz*$#S+B5;$+F;3ZqxeZ+B6 zf9XGmynXK8If@Bh|I$X2;WFoed<_xBEJIg-7M41ln39?n<{XuSr8y{Ze1exKvgn<2Ei15*KT8iDoQxI5Ucqb3$ z2*1*pkMnHG5sK2kr^;?V=g}JLcvVqmOqT%O2Uq}#I;|?ahVI(?7U}~gJcP4~={4&B z5*FvH4v_Ei%>_C!CQu8DS)&Z+<7r*JHlS-_3ROiw=RVR#0RBC3=B^Y_!!cX;nLm+c=xt-o)9#kt5;W7I+<2TQGobLhUxaV@Q7I?N&^#(ifx`f0u$FQU!58bMEWW3yjm_a@J&s_no??mjhhwqKyIrgE?Sh#dP#UR^SUkJA_YW0^}|FQ`I(KJdJ) z!;4G)RW{DDON1s=F{dxp4gh?D)p?G-F!<8}hPM5Xn%1kAK@<|`ls zgQ!y8Qm!^JS zhL*RbphJeC1do$4S{#ZW&PCk#NJ)F?XG=ASG<$%nsuq{2C&YhHEzaC>a1h`LEXM^- zaZ*my=tzl{8H=eX%l#x(ac`~Y?4B*t-Q~CybaFAQ88nF$e78p2SKr165?X8!EbYyc z^TegX&-Mme7xc4)&0#mw1JzKq&Tsv4)@P<-Q(yE>=$^0%R~lxrv_~Bg@rd&YM0Ru++<*sJVyoIP7`m}J1xr{$Pg=#A;)0qZ@z@x9g7=2WHfV&dT{GVzGwA<&3gt+ ze)FVuR)Od8LU&KXx+^@VVjbW2C|M^CgMex#{Dc-|lEwDq**$#fe4^)nu_bfYQZH6N zOJ0zZ#cNHuIW_RigSVOSqQb6KoWUnIy2K|FWKuU&o?(0youxR5K~ii^PLcUo)FD4a zVQeqlkr$n9g;M>F%AMYTg!UazY_gqiS|iiKTT@#o$eR8SCxzO=@?Z7t!tonSk`2cW zSRk3heVlv7e`KA9NKqhy#Ey7>o_Ur7d21RlOa3xS&M zb<;*20G_{69YF!Q-OqgWo^uT8V7F!$*A8up;>5Hd(ZYadqvtTCeDc_3(obS@c$l>ihL@I;5Xa z&J&h=ku4|b&_6UDFUarenUup~&9h|%ydW-ar_L(>$l|TI-)kzectI~oaTtVro&m+| z_arkOLjn1!&G`Vwk}1uv{AzCxT2p*jDDKURPI zt7o{9`#Dd9f@KbsXzgWUzUCxMZFYL2{qR@m6qG9R1mWgrV?U9-y{~u_R3ra;DnQQ# z$9Tfom6v-rIpSq6(Gt}5+K>NCPu=V_dHqtyo2nY`k30TXD&{#CuC!lt=TEcnuhoYI zg1g8+#D5jtKLYzbh4+t={8c~xd8&TbkAE!5ANui+lKi72|M52dv7UcC9sew`zds%S zD9Jxcf-7?TfBIkqrF!!Q5x$~H#^n*ct@Z`sc_6A91B^z#Ib&~4Fkm(cLH+xi4^y-2FrB6SNtQ7BWZuc#}lY$EWg2m-cN8&PF zqmNBbXG1~NJqS)BaQnOzE+U$v@xs+s1l%WLYk@tRvoIXA>=DS++F!R96L2pHVAT49 z=dXHG=oR#th+QUwANAO*O594*a|<~%R-EFizI*g=kl$glOw~kV)>tUymIIJg_1NZp zYmonH0twJzrbRtY&vG}so;^<;YlEz}*-Y9~!<3oekb)|Z0K?{?2&_vR9p8)m6lvR( zlyDcrnl)?ogr+eel8;Uge%sTx%i*+V}}E$P11IhZdkR95o~wZ1YG> zTXyI5_NFGU&$3^uSRzpiXm*LD6LOB?W)w#Znm5c0TI^=21%= zUlHg-=<-Jy=2*VA>WFQ?j+t!FopGn z_#|80m>F_xq6D}ib5p6^0q*VziB01H6K%P}#zDg`m^CTbE!>R*Ym|n`+e#zkEpuqU zA1&=-Lup^hFt_i1pTpObyWNf3R`i#2Xb=}mjPJ*91eie_(5l}%oVQJeZKWlFb792S zQyq~`4yB%tLg>LpV{ss&(X*Yc`c}EV+KjU`7!F$c;|!B*ojF?Fb_RHnuJV?tRyC7b#e6ZgFiW(q+e2R*|Zk~t|p5qEN zHpO45>eqhEtX6Op5QRk@fiLI|Yc_Cb26(A9qk!whZZ-%yDSax=T`@g=*B&7$`D&6I z-fb{0Qk+@wI`={tTKlsZ1G{X!FzN;uk@caNpdnNJ9_xA~He`DTn|aIg1`n?Sj=EAT zPA%VSE8W8(c<(a7o)9p!%GPUKxSoBnE^$PZK7t=wpbCV4!EIe3!ihwp;6Shcof+!C zRrtMQQ2@FSV=;{ku5l0E8$>89|EdM|6O>gpP@ z?Lq-Yz`ZC{RmZT$4go*Db84ZDg>+6O~q9s7!xoLC4o?91lvD8du07w_Ll~&BEnOfDWFJbXwjPI@ZPvA&{xgua;g0BZHsoKmf_r1g7 zf;lM6T`ad}ofnphIyMt1+H8?n!BzvGgjj&3PF82I)9{?fGA`Yk%iY60yi#UW`|(^d zLBISI`M6$AH%V{Rkdd2n&Gq!FN2L%dz;?0B{n2ZB?vzqYhk-y+GGsZ>VY=4NvI&B` zFUmf{-&HZyrVDor(-ep5iPwS#uH~yD^7GAd$LggP2WuNuVUxlbf@UN)LP*FAed^|z znBX=vD!yzYanw5QsgIg%z@U!~u@zA%U;6wD_RZjj_C};!o^=$;pI5RfZN2E|5B;OM zPwOxGWKw0e&TAV7B8HTv$w9h36OoZakTSHGQ29-7=(Vv$;6o@yPDY@x99aK zQkQGk(eD?+)c4msRT;mm2_%*cC5dY^d4fMW57NB!fBe7D>%!zg)tLAX4OyhYg(C3Q zm*Sn;L<~*JnyI&^(|i(k2PUHOrb*An?@5JNhC)u(dzX+aGF7d&hKG_jmtn~_>74f# zm{aUXzT7ilyggIdSSklNpwu0-f@lafQ68}ohH2Cz=s_qg@92ijlv<-#Co2|PV6d-C zt#xjUEP^;iTV{ zNHDeS&(%7&iP*dD*caCT-6VU7o#OqVw3hyJGcgcbbmgYK{((fh7X` zSIKQE&+k4GUvjuze@?ZzQs`kh{#Z#6SELqktwt9<=GkV1G5c2xtzB3RpD?Q>(_~P$ zOkyTK9yUk>v~SU6Re4@h{A-C#w(ghx%*`FgLQE}nL}rxX&rF_f-$I0Vn#K%sYmRFu z{a`4$m#V71QkBB=&>wdD0|7S(y~T;d6AMX$mqsK`H`R6AH) z>;y8WRyaP{8tn2-GCEzPG+~^ijUTI~$5B+6ysU$*$xak&X zo{rkh`>=@>r2LJ{%8aCk%&K3eHvGNAx7;=1JKi;9qzZ8p71`f$fX_H#;NW5-vSX10 z5%5Y7U9+$}q7B51clilEDe~a(4^l1@N!>T%_+e0Lb-zg(<(t6%A)ik8d;ZSIt#|ze zu|1^up}H{ooh(gJi?*(uhp;-idK`i{u>^xr@NBi-y6EbdGkp@!Pk>q9|1K|Aj~GT& z4BmQ83dIJ;8dnB~JAgP5agN!Clb2p>+)j+T25Yq@3-(-pA9+A@1y!Bo9d3{L8dskhKi5Y4i0Fxtg;bX=GKs?i*!ZgK>RYbVY*Bqe2rO(KQ=b;K4;K zq!%WLCTjwfXxtwnSCEcRx z?JKkyD;KYra~~*AN}mOt{0QKgisj`fIy?2db}-<_GXIFK{LDV|Uh1{Y81GW0y+VOp zQ=D%uov_$^cCncS^d1I@hvvXk8xBG(EUG~BZQ|=2+l8^@v|VZvPMwT9a?14~#TiaL z0#ofoJQcnP4n}gyNd^_C5jo@2U2rVarGugbw|3GYw%Nk^)&D*#eLJlqA#jyx4kcoB>$|6 z{R+nPp8hHjZOgy-o4OV*mi+Mpx9<+Tne_x4_E)9(uQHP?8#Qh_DTxfV@Sj*ioG%^} zX_jsC$>T}+&eY!JLB2L7gU21WYfsW|t+Nx+eh$gi)-2>wo)7HJu@R-$#D>cB@x$px8AOs-Qybiy$aDQ&UPG<=~q~ zQNS=Xjo55}*>o0~w(G9UoGN~YSDHjcy2fMp04sPZtQ^Q65uvlCQ!AAT0 za~y({eNZJ5-XTpA#VnFTpeVle1%K_RXPA^AE=L~UXURaT#-TU28qWL!_e&T5{w)Az zs&ygNPLcC9U+>EgS;?0*a&1njxSWqR9z4lWvMX((++>B(f>H5e;p4|DIc2G@KydW9 z;(9-_@GTu6QMzf9Bf?59`a5FTKv^5%?1WACJi zm|KvJv`%hRVckBo;*+hoc0r<)c{2)jbZvRv;{?oW)CYR+((U}HRQ|}I zP+Y`XlM%1msQN*6Kn6(5>!tk&#&0+BWGM)dvU+;B)!Me`z-1M61&6v+c>pu6oN1A{ zC)JQ^S+26yq&L#@6$fg79m$lsr&+B}V^9|o?i#HW6umoRA<$uBHLl@x+y+8sbi18# zrJJ>z-gdzB%wTL1GJ;{M*IU?76hz@1;5TkETNFw#oFKNW0dhvGwMNU z`u*N-q!cy9?3yEPWjgl+L40vL00G^0{tw-xk;VSHzJnDqtAM6c91bnxV|@&3s*nmV zcZv1JQU2v&ii5Ut2WL&=HX*FXE$?3phHthtuqYWRhaORWs5m# z!`985<*!L3JObsbTsU71s|%QF;nd0aj()9TJq{gbbX7L-A~5-t>tIMWwS~yy1epQ- z5en5CU4}l;6f6>)eN%K@4Tr4DSJwedIo0jfhFiB7UCgFN#By;lx(Ao_GpXmW=NsTh zYVaOnMH~+{lVp-(q4b2AQPU+3)1pU;(6-kgRTBceBIVrEvhK+GHd32VxTA@Vkny)C zl2TdoxKvjB?PNVmz3~@a%5ppACJ7bAFPNKoQ)Ns)KUcrqfY)L&oGIbv7Lw0@m&y~t z;??k=NLT|E-Vj@U8u3{fYgX@}UK4&!tNv?m`=d6jG;86xHX-xE2>S83uf_20$ z1o2^=1nr#j-0;R;&lx=(8I9MR+M!8!4?Jw2l)kRgsaWEwq$=Tns^5sckf2?uisY6n zv0_Vilf)MHZXEq=2B5-fuH{X@6}PYb6$W2i_PTw(=$1>v;T``HNxMmI|D4tZKXlRT z#aIu!Pgj9`zKEo7|6S)P0bn2(cfA54AIXqEu*IBt+fjE8&AVhL0|R-L(Wi9k&n|M} zQEK2aY5Y0V7G6G_q5dMN6hAyfb3iioCKEpxzBgwwrcus})GxUd9xd#&0yqxFF;YrYE_Ob8gwYp=mR^| zNhwx2ttBIFrzY`pz;_<+40#KAa5-KhH)D7DQqiaAIo+D1erc^q^q>a^28x<@(rNw# zGI8Yi#+bRxa0noby7uCrQc2yDS^_;*2I}Ub_G=%4LQ0{W33@s%UyoCkqijbJV}r?6 z?^xdh^TX`wWrWxdu%9ugn}|@m27lXnhi0EBA`$MhrX>FcDs_V?;h-c%rsFjc^dN(U zDz@zWWSsYEUUAOe-v8Q0TwEZ#oZ%eKNIy{m`h^zSOGm%Em+rAX-EDIIIQ^kyDY^Dx zH2{Kouh(-Cg7&k0&7CsQrO#jxb{B^~j+=P#HnA#%n{M*F;B`MGbm6TX5q;A~sRIaa zfw*jP`&SD#p%$sBP@38ufak@5j71&x`^Z=g+Yq~7D@)k}UFiQ~@2&sh=z6%}mg1B` z@#0e4p|}-yXOZGipg0uw;w@U-7q`V77KZ`_id%7ahsEugUe~Sfb3gyV`wJgt&&-^e zBqzy9zR7IjI;BE5mkIYGWcJm*$dXLZWzq4}eJdW11hy~diJt}M63d;ZUNr0`&+Y~# zx?M6?5G4@mThAvjY0AoO=fy%_*t#4c8Im4LnYDz-bDAssGX5bvJ)|WxF~nbajAzH@ zUiPvts4et(&gyVAPYrBwzm7XGgXqrRU~5A-U1nP_2gxS$F1glo z5wz8Bf4eGks{Od>c;|}2?>k^7wDF&vY5XG%v$|fyQ3`)bVtM1=FMemAp#7Add;1Yy z!MVFQZN-MCtMGUInI6A+X8D$-*9-izamem!8e39(OT`1UuK!c0>T^EB3+P#SF6Mdh z?dEZr^*i2TvwcLKdByUxA`*c*=5003JA)~NZtAy-wL9oGwQ+<=6_^#Mg1rbdF5RuR z+ZWVN1I^`N?%x@YUN{!-+?PUOWWdB z*J;w!t&E9Qzj$sY>P&(}Yd?{fB{#R*XZ}LsU%j9%?k&5)(P(|@Il-D1`Sla8NO?s6 zw;M#NdX!a{w^f8eaF;suC2hqz%5!ASQ)5gF{m;}Sj zt`owbmPOsmbdfmbu;Aki6*Oac8~T!g+P#OqIVnYb`A+@S!pV2YuQ#a4+1loNd0W#? zmuPb>L-kEoYLX;hsAa7JdGNIw6f&-kc%Po-e!zPBpX7Ysfua%Ck;lE&TXV^+{B&`$ za=a>!!95mon^5Rl1{;cO(*m;`rlvMOIlOlWEbhofz=8Aq zJRc~Pt=uR0q;bod+BLs1ADYTFb1cq$=h=h~w`;BNe3+Sdywp51m+i68__hM|`;y-&dClEritV^$5|tqW2U+9BdwZ9AsruY(qLDe; zqBHzOUuJnwdqtI~p&?N;%gLre_r4M|I`GyEQMgXf&{C=aJjd-oqSWRJx9ALtxyXNU zo3FL*>VfK_aBZ`|Ki~<#c?O-B(z>QfipH5so=p{iYHkbS(BY;lbQ!l5)k9g%Z7ymP>a|oa z=oaT#atZRACS||WgXZf~^g~%sV$Y@U`Enr$zE&k^khvwS{o4l&>&Spepr91pE}%OD z8ed1hxA75bn`RSY>!w6q!(VHsXTA%rPHd`DsQ6ycsr5+1h-T zM*QRG0^-LhZl~-hb{7bz*VyMfujYZ$59fhCMbo3g$yOg!Jq4oFO5M9>r7s%<0PGTN(I7QU*_jWVG{xP)op z#>#ON@7YnrzUm#~u_nI9HSr*t;9%%x&$harmHSR}swvF~SyBwc9}UEKNMI1>*j zRz63h2CeZdXXRarQ*(e~TdUs+-4`p&uRGBvrtm)wY+sEwl-Z@vWoX#Gc!>G$B&i+( z_g=@xa^$~Ck05bhVgDK>yg> z|C5vCM!yQk|96`50{yL6 z0cy>W!9Dw*6RUUvF}wfO$mp-LHN1e)sYlFb{}EOE_ay$~0BxCC`K%@W*KpR{AIe{b z0?jl3*Ua$-0M&Mfbg2GkEOF}3Xq^Z=5JC9&eE<3{3-+gZoc%E2f2y8;omg}UjFvo5 zJo^{f{|>SI<1il|ptGmb^nXRJ|M`gT>;8-$VmyELUy}XLndw@Ac6sAzHB$d&{r)*K z5t?EV>LeB?hlRU%TM54g&W>?IUmk( z*%I6T#bHS1`vepPr8MrLmeXD$^EgFrc9Ex>5yiu~x{~F>y4T027$WyZVBcHI^Yv(v z)J50%A?KaZ?1AIMfds~(+-PCKgT5@$K!s-4L&&{w)r(+!?HcpQo8_lReB!&iqvncP z@AILW@{NlbL!NLvW)5BZ*1FxrX1D1Uh0+DMgqxPa^|SKkBaZ#)GI?>E`T8=x%ipFG zy}0L!Aikwd>Jq5Seqy-z`5sTMad*gOs>rSanfHnR8y-8oIU9k4O7RqbS=-$5cB|=9 zj-+VIyGHglojNPf$(?G2L90Y_;Xd$PhNLt^bi!ms9%e-ZhK%#JyCZ>#BGp`p`46fo zGv)f$ZBLJPpZzKrt(pg$4Sd@7CyPz3CW};;BtK>-UpYd3Q3?ZJ@qg|3Nbq)*?Wzx@ z^C!>}FF`ZwtyUuRq-iAp4KAoN5Gn1&D_(NOuPi4c!gmMcBb`WOHZYv0l8QDCw*^OO zt2ac}MrQ#1xZRe0+$uA-GyQy(M5X~c`~CX*nkvBK@if{mxi^vsse9~cYbecvrTzZQ zs1}aAkJw3p?S3tsHFX>8#gZzt{&3nyW`8+nT@i5_OpuKR5|RatTbrRP>}{PcIE`?X zXjQzbzsQSI;&`~b!U)NI+HG{}JE)(x(`AN>yFFqtXyJALG78X?4&_(~4qALa)BcF7 zFl!RdJn&LM_u^8#U1bj287r3cxrMPyllj!n z+P6Qbt%q?{?w2>Gsw)d|X}27^xpf90bc(NP8Tw2qfCc%G!3<7!mxqC&Ukfu_Q!Qt! z%?`Hcuk%Brx~$V?~QeZ^WCp%aonp6YPZ}>Z0a`<8`%LQ&lCKjd@7=NTlunTtm|cq9Qx<;`SvD z{L?|rh}v@8?ZtlDaE3tIdX&KMPN!`#TyE1r5?l=b)o%7z&b{&c@ZG7BB)-jf^_H2> z%iiaT4&G+EzHu~)zW|AMv&Yld-K(I4dz>3_Tk@d2jxZlie`AwbzI-`rLFV-1wRAFb z!vaU$kfHZ!aMNlCk=pS(qVp?(^$1Q5nq~L(NKv2(NRK4Gemr}|YZ~{TS$ACd=0m9o zI+%sf1u`ca@-H2|tSYe`c`WZ2Bpbr^lW>#MMf`jjo;v(r@H{G0)P{P-?vy4n>*A$i zi4=vC@I@q4WCI3MESyi{vn z1$gRuQixOvDcF&}U7Qjxr&llds4#t8OWKx5$yWSKq8^DDmGCAOjzC%PRN}-9;9hE* z&z<>4^{mazr~5*W`_sOOf__E6i9%%_iwqadxmxdKI!wrNHozkCT!|vm^n?Zp>$Z8& z&zm|w)Zfx^Q9}BeJIc>%iw^T-;{ph!$8KN-&v_q;6GH<&&jt*&-K_TxC9_jqtT3lb zQ=dBvyDwbe<;&J6HnRrwYh3h}@5waX#E$$fH|7o?xE=%9NE3H#=+o z8!b3_pb)LVgt}~5NFP*OHIS;YN0n~ib;#wknV^+;Bf%+%(T%)8<**SWO_*S!*3YFj zg;xYDX3!>@h=j&&sh*t-+QT;uU^R>KP$#IUpD0m7aNNJgF+TU1w{3W{__YM4!dqOs z$?A7AsIkiqGF$MuS`3WU_GBv=w;6N&-F2?@<7CO}m_*}z`nU$NzSp4qoH}2gwe=mc z$xbRoI?itgQCS3*sh82?4_C|f!Vjszfy_14UqMRBQQKp1Opb=xc5M_rVmLFo1H#`eE0#m)sDOhD^;Cy zt%hCbvvI{3@D_u^mRxBt2@oMjfKBvRO%y1q$6b8nzIWD~veSqa#V4oD^#06X$d07J z{{w+0yb0``RJLa$2kp?r)RxWH*kvQnT4~2Zrc)80?0+|Acu6PtRYU&Ao01ESMknTRYY(h^D+JgDqefca-%>eg}L z{8TlPoFQF(mRrt8>UB_MR0BHH%`exxOF?ZsXn%U_e22i&eZJY8Y3TRhQu$RWgFnUa zVNXkx^F8XBjlymawh}Vj{FskgKLbhJk-M6gFYwlIHtmlW6@kw*t_f8JRfR!=S{>Rm z+>lhJZtpm_LWt1ovYeI)B>@Cc5zwZl!`aPtX2l7RtPz5mO8P^s%bRFEB}yUkOS#>v>sJ2UefXTy3J@fov*kfZy0w~>{ZX4Yhw5xU$fE?HJ*uWm&MA7p1qii zKM6*)BmW@^LQ`T(0~#8W43Z=HA=Ej^q2VHdkB#~r!Xt+OtDmzfS&_B7Mw%^CR(_tK zjK2*1G~tDiO{0*E8E>QF0I7!0bEeAe$kWr{dV5=|IkBKVD|EFmacC0U#voHxf0iSw ze5zY#g-eogX~1I(eLb$OkAGk{mLqxMvBybo{a72kc`XHs#i<0T^? z;Zju^%hwi*xhb?X#T^3?q2Dd&rLJo&*vn$E%&_W)P{z$`&I0_s>vYqhf$pkswc{JO zQ=F(7iSoERPCb5v_)L`uQ-Su?Tz*!|@isao&cTm2NoQsY@botAwB$!I zdEgL?URq|{MiuSFN0HRw=bxMDu_kW{z3SR$Id&Ld*Y9ieeGxx7DFM5$AP;`&tX}Gr z$GTgfvp=;>f&K7Uf^jfb@)9rF)* z5eGFi#dia*Qx}GGcVI_e!G41vvC-t!5B=l*0R-vQ10shQkp!84f? zeN|Z@eS0kpHMVJLouZl{hjI4Jwi&A={pEA-*eEY*ePyT@3BttG8*o53zngReMdn5D zHhNM>%SNnx%S`Mo6U2(kM1Q2|Jfb`a6sx^Wwb)RcS{r4b@Edf9t>3=?IF{sWTOvjR zjT&{SZ4-xTjtXTT-wL!Cl*!K^-!i!Us)A#9GJ<*zDje=(Fl%Rx?fuRuH_V22W< zyao%>lodhsG%4DEi-R_v>5uM6X^?bF#3@0nSgCJ6YTm${Pon+qP4~q31S`B!$y)oh ziV;DQYFy5X#E`ORhw-?n<@+t3PW79U>o5Y%7nhKLvOFvHv5t?8s0J*ewQ2`}z7E~C z$xSYh^E8`7ojr49TiV?&N|s$Q%K09z1@GD3W~{=28o&WVe2$cWJk~Qp_IMInivJzT z=BT{Zy+0ZpemOHk8V#2W;mA9VV5P@&J#M|ar9r?qF3-*Vgs89b02nS=My?V;KyK{Y zZniW!xLa5Zsg7|;l3}(ba7Cyr`#EEaKX>(VoO+iZFB?u+5F+bK26SLG@fooYpWSrK z*01U#;D&|I@(wSy@OD^I2N~!~&$BCH+!5Y+uP>erLdJ`nDyB&mr_V@{>{>T{m`6^_ zvqmx>VTDEsZQP0%O#}L}{!)f&MD9?!8T4#Y{+nUh+p=*tDV||1Jx9q(f<=exVRcl& z-3F;``UKQ)M4CA8)tSD9NA!zK5PfgLm3u|eaxgEp8_Al1zVOvE)#LSmSQdLTKlDt2 zoVzz|TcgM6^0(!Zenid_W_!|xvQ!bv zinUFBiv{l^iiQHlXSj-IW8I8GlauUe_Mb88yAGKdR0{H*eX0tGMfGmtX1-W-zOuME zQZ`F9yxZ|D>7LKuCt9Q`Muj%lPxI^`+m5%)p|;o*cpU4J2-vRBxE&N?ED>+~Cdu2`;;4!JP40N>Et z(c$2h#XFAl7!pSPf_kW=cQpYv8}!sM`1`M9mM1Jnapo7<(+v;7P!N32lsd%SOK#QeTQ6IW<^vk=mYM&mzL3PAQIL zs=F#2nf95{^Rl~b9dql)PmV9U6TXH!l^yZADd${XC*RXJxB}K1siu?vq~CVdR&LPB&)dL2o||XgBqpN3a$IjIyj-X1 z?!ghoI93#D3@reuJx4>}yvT6%muVp83e93TfK-=7eR4i>$}i5%%xJT=!V|kv9Ke1> z*}S=V3yJk(>Gv^JhQ69|sr0S6XxcSUmZfgG_@ccI;|qEbM~GiuUA`}=kG<0wYc*X| z8Ad9xe;w)dY$d?QDoSG8sqT5nzQhA!k)oDDms5W~h9n?NNund*6ivx%Ok^ZhQPqYE(wj-rTE=>-zc|7?RyhC$S z;rC!&$;xlny_|6JIhOc%RSmE(O{R*Sz70nw)r{Shp7~lA)IuOPkoQHFc>bDmciwSB ztS~;lwhHDfiPvr0KBq&cW?fmH$Hl{hhXg2iVZs672{x%G3o@C!D`I?;lZGqwt{?By zWRD52dr>T5+la8X=#B`9sg(f39CGV)A?*zVF2tx<&OPMC&umF}{NjAxV?fJd*ju-C zqsA7&?$LP`zH55Qx62RfZYzPXrz}cMg$Ns`fo9*b1#RQIe~EexW}j%KIQ4CXV4s)d z1Iv$?ATsV9H@lm}74|EpJ$~x@dA;dzm&HRli(NMc-ILr> zvmQk9X;-G1CtiMb3&VvBOVo*2MaZjT^$) zxaKNlZ2Cz}c}Uq%gK-zhMw}|S_2S462%$K<6WcjR!E*c}43z|BxSNS7gVwxkyGOa7 zQz{@^W8Ho(AM=o+fIYfFB@x3^(VbL=DTq>KnJi;M&tU;qSk)X@52?SY5#p!PTFU2P zvqd#Ijd={`N5ax|_|D5kUMNEGnvwW!A_ZPA-2Aev{eaizrYTm++<4TUCuX@R@iGIF zCw|WDN2GR8$Cf{l;2x~swc2P=EDbs}=EZ4-SGhZLh!aCuv38Hn*_(htP)l6hq+fac z$PN;qE2p?{AYxCI=1Ds$Zh_1M2gatBKPyhV>cKaR@ZrdVbgvpE`6k0&WNkpeNcIdT zB3HQuWb#5&PO>01{m;+wui7B3(8AHVqaAgL$O-iC0nd-5WY$q*x~M(%S$904yDWOR z8-t0?*~h|Un-e`>qfC>W4}#-ZWc0&GYX~dSgg~^>H2T-g1H_f;D&zVVJ9Ba~?yDPcm3A$1U-z?T{f$kL!V3S6r6$-B7#%p#^ z-`^D(#aOv-V1Hs9slVQGY`;t0YU^J0_S`upC9w8xB!mtY?u$PRGd?RoNDz^G?Y_IW@+ECXL*Di?$~t|Fl%p}^L4S-IhXXuYJl z0J$Lr;w6&rko_hjS5Iw4Mb>}AK}Bs{gKB6>aDvNCPmS#z@y-NSZd)1)F4aoXAK6f<_SHkdr!zXW;w`Cig{b_6Rtr`0jD{fz>X1OC@gh!Se-POlz_4E96rIdRe&AbNr< z6(yHA=vYuRi_MAPG`J*avij!=hOxZ7wC6(9=!WU=*av<`(!T)L=4_XS$~*ft*kI3C zf2App_A|>hmYwbp!nj@=Nnlpp2u>(Ewy>xvNUDYdsS$W zw3pv%x_eWE)af%s7Dc5wFS*=d3tLz&ud5YD1)h-tQmhX?y=8$&Z&s^W=*BMl*n_y3 z7HmR>>xP|HI{eL;8Mb%-w)xxWWmyrp7tNT9`hdO8Qy)jyZ_KM1EK%cI&6^`zB@zQI zx}96561^HxAL~Z_*}NqSo5y>6)o82U??ip|Oxj-|!%c7dU24HHr;njVNiG8oUn33w z=fy`f)|OE(p_KjmRc}-q`mFp|Z&Z_gLakoNS&6kV!oA+b=!y53F+!)Fk@|e$xgvWk zoFM8edh%TBgeQw*g_YytUJ+sHSc%yIQY?D;*Yxo|T8SDAhpKbt02&&{X4dMkM=!9<2Rzq4*DmvPFz9Jy{I<3RKKbV;pw(R_h8@iiNqR2CVW zDK(9%E4eti!#jsio3RM2G%^V|+E<#UVmWnrd;fUKU zB|x$BC!An`C~M~;x(B0(U@}znu3HdtxloLEKkM*{h~B3ZGn$Hgx}1ZY-?r8LH2NgA zMEz8Lb*d->GPS)C64;3xV_3|-X^Y>(;i>b#Cg+tKQTMp1E;;UtYM-R)IOE(*62{)e ze2qQ|T96NZ{_;g?GATGE;S5|*IDA|bv8N~9rRtT_$)#OvEBg8{)HXdh(FM+h)mQwK z*$VhrM>5qR{gJVi^BJDf_J`gzIF=_VyOlL&+R;Gu_s+h)52u3c`@^&qw?Mwn`FrA@7Ky~Rlq`^K7OH&Sxsl@~KQ(V(oW50Z4$cegkiiAvWz{ldqp zcW8d94(;Y*sNXj6GDJPay}`nn{Rrc7{OXKedx#PogSRr|3_9jvvMS(Ewg4uvWA)bY z8pSAjzUj9SI-b&=S}@Nzp1`O)Y15{n_Wm_4Mf+b!GzjC4R3m*Bu(q|XV;Ri-$I3o! z8r;Nzd}nR_?XMu(TPCwO7g$}QuqhF;BaJq#KCP*@j~#qOhc^|QrimIV@3e8XaDdFj zoF|={Bc`D_f|f-HEA#`~-K=uh&ruz#c%5)~li0fS9oTgoqnESvL1_28<0L{mgi@Gi+o9#J7jbo|7Y}h`nji>~9_FmnB z+S}@SM(`1P##OW#YMjybMXaim8pZH9q+YY@gjf@@`G_oW9r(U{qwFQx+DU|{|0-L! zDu#TzZxU%Qu{5>`qYCBQuL75D=(Lo{XA0(A%t2Q{q-DA@rqwxe&ot*20>o{XUdV2< zqTkE|P2492tvTYa_UiaIruUs2>SN=oit9U95nlkkVTK%$kR0F7i~4mzO68a3wdzS@ zuL3nC&qnoE3{N4f$d|*C@aVUXr9${TLH_rVB<5pMFKZHod+^sHGsYd8IzYGxx&xF0 zWSWiI1a%aSAw*)K?UbDyb)Pt2f|)5vo67H17gti@O-x%Qr(^C<6&EDld|FZaVHB+> zTkBQ1H1-+gyMC#?xh0Z+(NEJM4J6%G#{H~!Qf6jUKIOyqdtc1^seq-O#>7l+`5(CY48KLRDGNIY%?$C>JN12_oK@4-}l(NUPC)h1i*Mkm7iW7WP6@ zQ5$oBBgL2AE}~%DIRd-fEDr0;ChHzgr;f4IkyPiENhpcy&v{&?fH#$zuft-#n3QNpcPd4ug=UiE_LH@RbL*S%P#A0`+}Z-cTAx>%2*)=)wnFOxD;h~5Rd(Fuj^r|bveC)!Q^}x6BU|a>Uem(;=mgz zd;)j2Em60X^izJ#BPR6xvlN=#p-Xb~`S!>!ueG(26@ro@Hlj+YQzHG7;|0V?8lVuS z@E>o{OU?I7mQpsoFxBa9zLR6>P`0V$g#E10QDSto=p~d)6u~2$=|IA7GIrb0(tQ_%9sJyHJ|{!G zDoaULwvC$cdwu&nP`HwK^=YWXh_%irdx$JS1)qY3!o%@l{0FknOwrFU=(0@>@lS-v zGm&rg`AWi3P(u~H6PXTvLkW>Y{|8rZHX_^@dk+%&~@DB`2GP-n2*NkGNY+3S+Xo)UtB z*fSx&A`q)UI`gY>%|v^6eswpnHl?+RRw8VWHZh;DMhcl^=!a zT7~j;>Cu+HO6^C>9Q4Q##q&Q&W=8*@ZkFaov;sdM>8HQV`7$*Oev=i%M!vRt5(CoI z$=|8#vUYUbZzN*I7`%PfQ)e|}3nr2Dh}Ps7qYOE|!2YSZ5PoCYFlUK<_{ne1vT&2L z-|ST0G4e-NsrFj)Zq&i4!GsgK6h+&_tj)k`5%;_$;WFe3GT_BzPkDoj_rk#TL%y{w zDb@2}>KYoh-#5M*YFBBti7(LQD%ZjTt5x&s${eJ}STT9__*m@rOdSLBqjzX`M0bRd z-%5WFsT#GMcgizNha6#(=~Yf?k+@8%zVN7BxrIC?zmslo8CS^s`o1zgMo?iXKXxr) z$q>1{gsC%SK>$eJ^RuZu=B^kAY%+EUEqohXI9>PRuSlZ>Ia2>3m|?&-W17e(bBNe~ z#$cB#7;CrCOig548>4h?I(OWcrhqBSlP9uok;0(QzJ+E={XnYOZkAs8a5?Xm^V8f{ zQY=-P-SGpg%o2(?4dJOB8^Gv!-AaTe7F6GI*q{4JKV0%KPvSvi>T16p31oZ&{^P4?I1?O3hLCgT14>=)(xIU9U{|%MPF%~%5*V# z;!Njh=$iy)Ij_hsabR{3I^qOr>xqPC2s)5x}pELL!^yH^gP^GBC?BkL*_cDto`?Nm1A^yl8zYqS){D6IG9aT z^iGOIf;E?wVlgkeP1cia!=aY4(9k51rk{J>CQgLtTy@)p77y3l^JAp^SCu_f4}aev zrDu;jbZ4<9HYyeY+z(2+?Nu#Ey0>n(7;9)%GOh8BFB-!d$K7_XW^JNSEV|x1Tm^rL zj+;5~Tu{cj{FC4hMSA`1j{A`K)?~8gHW=iZ$rZjCrS!Y>90f&IH@{j!$M_cx0*RVg z5EXxMP`%PsPH@rD$haf0l817`kA@M|i~>|>l7nLH*kydTSf{U%#)?~vu~Iyl?Q;k_ zU&837$6?z{WLdspmqC|$@`$ydEyS?zWE_Afic(enXjC70FWW33El)7L^S$J)V;IZt z?p{YAu01RukAq0)@%Sz)QjXE?^Tb=GEJJEKX~{&h>eTRKslhS#45zOQh!@3KKcqMi z#d4QJ7%U0Q+QS$8VNBuK(wzyCcG7g;oRg7AoK+sBQ;c2NUxodg7iH2~;~5xM7I}c( zQ`*$5M%WyfcivYpU>9uXDY#0aLs(y~#@Npa{2>_j5yCk%B{*)sL$;n4gMxFnt} z`pv}lZA><14jq)PUymq%h4RO3IA%^`Q}v}m{7xHw#Yh0|OIsXmj!zU%Dth$z@jPde zVO9!B!~Le{O1x@zswX8&tNMt%lJYMcq9eiAaVo+(KZvuzR+v32(INw15KF($(B(`} zDh>)<*BE!8(58QHcwS0Hd>2z&UYB7o_eMt!i+dx32`#*Bs&+Blct)4)kj*Ac@x7O>l^c!BAYhJ5$;-aNG(7vLB0?MKdvP9 zRE%EgY?~N0PCKyn5@^Tcd*`y)cD)wfe47sQ^-gZ-R;x$f)e^Zz%ri&`_vP<=v#3A+ zHMi@_Ge}n=$6%^gah7f|OW_ra$exJ%%^ocQR+e}*m^bZ>B*n;Fo@WjDAUOK8Kl7~PorG)S`o&%m3->D zZ-qVSNXZn8sCHtCg~LmpiuQCBl12chg$>TME*bu4Cnw{Bmt=Ttd~yVdqw0&|J7-97 z*1<|Z=g~K)ayOAIsW|{=thmB8pS5W_+Aq2a;ls->V``~Bj+Nq9K*1CIoHA4AP7F&6 z6vppn5l~L}RlVIvYJo~|QmLjU%n?W|E6arOhF6l&A5vLzRHd8URp1@Jsz^|EAoi2u zHEX<`5VoxB*K*40q&k%gLF3b?0Y*!UR@Ou3fd@J|ykE7_j0(u~F|jQpA5x;d7S`9S zGhpbtOB9uFp5=5fW>mC6xxuwzOf(uXRJcZZm;AJk%~raRlr9qsx=xwP>q@O@pL zsyc*lE(kY7A(F6${RU5Y}{lOs?x=LXL9>5Kh5u10GZzK5|v zkQl2+kGl*XED-e(q!Yg!p3|`8LL69b~apV!G6tCx3!}IQ7RQKmKitb@sh(L#4yfzL;?1 zCC#4;&5CI;_j-@cmUHlT<;_eHLWx+Ze~u9f z4bQoIYoya2H%rx|e5rj2jr{!ek{I%f)@MG6n>ZZ_kMJbMgjGEp;caU2A~H$zl=9;( zrVlGJYn=4+iCPM`%nt=3of#w#v5)XJ;W7k5BQZmjMT2=USHE$B`?Gz2sJ%3e-QE)) zV@(jT?F&^5Uwiv(z* zgFxS!rHZJik=ulG=!EF9w1?O?E9;?Y(RSUdrX9p@T-&vAv3b!goz*!%p*ai>boHR4 zHqh~OtMsGz7iswmsBy&k&0i$+OEiEtFC&H(7*#UOv^TTzqV@Nm*oWIBf~aGT$G1t_^>A9%k-7x#bm0>C3?=eyI{!Xfa# z5qlO+aVRD~FwT{*#aO2l`IjSjhKy6jD0HLEhbWbW|D5|KrZQ@^MW=+`7Hzc%y&F&L zLxvRK{R12LqR=nj`aRumEP=xhQqQhf;FHRMBo><+h1CuAtKmNa|JQlRqVU?c@DI<9 zgD!xqIimUs9nn8V*x(*8+1O_>D3*Buv!91t={lifk-;@?&+G8_rGFgLOH3mt;_yF@ z*74_-Y|F?BS6!s%k*(?$f1cu>zyCGWzYp-3;Am*@ZKefQ|Gw=1GyM03MxT+BlhcVW zAFKagw*k)6u0(c^>_ zK&Y%Apc!6^wZsdpJjeLyy5QJXZvANd_cPaocl^SPOEUEJaJ}6vv>N4;;I3_I+w23VVzTO?ly%X@QPVz{s0)3uXztrQaz=q%j~s= zo%!2^_2D$B{hs>n$gMri(7^BEqJ}z2kHhCjy9Kg80CU}*wf60#-h{g+xVIRNdNg_ zmNe{J3Pz&0C@opT{dwlouS5gSU7ORM!kJw(o5zP^zwJ|E9^ts_B>(W~)&=G*<3YNdoTrJzxz z1F(4`f^&ahqj#@z9`BZ)%>OvwkM{s4x+30O$g?!P6*&7zC1CuEk=^6*X4~QqwCCLU z2yky^sYp-1-nZ;6(+Zz{I{+^Aef*gnN}9TOXy?Z0eg7wge7VKb&ewkR%R-pbYm?D1 zCDRZ1+fUAW+fS2b6I<4>FN_jEhnZ&HP8NC!qj?Ckn0!t>eNKQF zC{64rp|rxWBSm`myU*OZv`VUehsO2%rnNwz`ef-Fdn z-Bb0NuMRl!VHeHYPrM@R>cRc$3FHWRLUL$>KshvF#zt1 zMPR?Q#uI!R%#_*D1eC7S2rQjOdCcyIq8u(B1904fsR~~g%bNrIkmJ8}*_@aW(~q|# z3H;3brM}Z7es}ZB{38=p%x{e=DN9vikz)Sr2{YVO>;`^{Gil>+!&hwp5O$|+XgMwk z1t)&a{W{qbU5|9o$!aJWn8cyuIZ)S`FAVoGJtgS<(mD9*qq5iB#2(Tb51@~dQQ>zQ zD3~z!xUtO>=U-o6RQP4IZgExYVlqKrIQ}Gi;PsK4eVYp=gCRdhKuJaYfg-V~yL6Vg zVCvs*h*+DO2v9(HcCVzu;5Ow6SbI&>lghqlabSx|ESfgV_W(1Rb*a?H1WtQJk;37m z0KvsLYX<=3%=0!iLu-dAf}tuO)zhcJ1yBhr1eBmC$Hn-UIG=;l zp8Qr3SlvZum}#6+Y_6~SM8I)7m|3j8r{Oh#@RU!KXIbO{dxmax# zI`&MMg&=Zg`a!zjmmkS#R0mWi0i`!%K?`;_vGeCBJ9TTpV}aA2E{=*EShQNr5qOMW zca?1Z#&}hWg8jYvvM?hZo}I7k+KAoxq!YABfJP+*)$Qt5=>s@2}}XW!xAv^uC?Q96mPg@9|7#EUQ%`%1oCbz?|$O^|Cp% z7soW&WKhG3COr$G#$I}QyxP8gUvIkU87i=l?Rss-dH~efknHn1tI)7@W`6T(i|pBc zhYZaUj2?YGhE#=Ut_T{yGbIyD{DfZxV~Pb7=A+I#!mlG=TyRPeJN4m2W#&7tk{3ww z*{TA9GlD*!2GI&qT)D2^{Q+`wCZ2!oQo{vwhjqDtQwAHk_3OP<*ds4qzx{3I-*%RX z0KQjDA%KRZ0y9o~`yx(8A+hNOhGt5!*naGDoW{uii!}G;0Z=$1)E_Dn=R!81Py9=G zi#@vkIxg$LbPj`_I00jktmickP7F;ha(fxujK13JWlyLUHD9|HxD7Wg^;1*VHsOgLm&v#r8uFd_<=pZ~2+v1% ziIgRXRbWYS2%!B3(**$(;g%hjC%-&oXI9FO?mP%4lw-iBjpizGs=rW4&b9Z@+bIXpz@f-R7>d5%L5u)DO#5>h(oiIE+bxddfB)) zBWqtE`b6g;RdiA(guks z)-}u|W+M`MyoTtr$wJ|}?FVXv)v5C9K1Fw#WWJ|R-gQ4O#L`jr}1wy6Cd z_TDNgj%e!|4esvl(6~cz2-dhmqroKv4G11QN1a}23 z5T6`ghgB<5fK9mDcMD}gD*do?l!7HQwgqn@GvrvZZF^85^z^m+& zX+?gzkgm+;2(1%(@iUYH99fOHSLD-cqoGU!$hWqB-BHIxYu9bhNr{%8N61n;Edj*4 zWSSJ8jWmEq?q~QZDx(;VOIwr_vk+3!mmlnzNsFRwAw9)WBYNSTr;cR6FB%7GWiW4( z-bp~R*ryIkr7R}I2-h%zs8W->4UK1FV&1qDoO@Nu7iiZkOeEA@VKkKthj#3e$ZP|@ zhikVmmg~47iiktpi|d37#{J+{ro7$(C@6OFED5LxuRY$&5W40@A?OieEHEZBDUuu1 zvK!T;p6H|tB!bsAgk!22Xg{#2bt(Dl-vPq2?n$6K@K&fV-%p`X{*oQ&fmi!h)JnhK zAB9TtkFJ3}D_cEaSKq&-C)&VNQuEc>YEYtpwYWARE`maF_K;@um>_ky(ayl46qio~&u8 zYoK|m04Iv?NBkkt8`w>b$E;FYhs{^wDK{;fqh_JaXF&i9DROfKOeoo_49k-5QQDJ;^xQ3QCN!Y%fb=^QFGaPo&<^`dEo?}*)PbYa`_>*{ zP8`xtkNt`Ran>~`oc50*lo-P+F=_3LVrnHxEAv@RVlpmJc@T$2t%ru8c3j9?AhWjP z=5I4M)d{K6ch!jvNas)k`_s>e;(+;FG1m; z^DQ!W3Jau=I}kwS5BBIm)eo}?xfG~A6{&IR5!JH)ymI<^zcJ~GAW<(1K;#> z0qg!n43!A_LpS`kw9k^03GrGKIS%snOk%e86ZrnHA%S{=Q`i9ocebRd5bS7lJ!Av- zGst(DAdL1KP)=Ny$(*WOyhQR2OTBt?-kvZ%m-vZ%&3b zD^mKd8|+OMC*j*rBsd?r$G%H~uxt+!r5tz7i+~)*xoPTO&gfiFtjYrj3x*1snrv15}VcuSEI zv?taN4G~Z;dNM_!83>DG(KV~Ef(*&%&N0ixYo!nU$OD;C(ork0s=hTZ_`)aM!8~gP zT{|KXN|Q0yAd@SLA#imoEO`UpuqM3jFGN--RjNLtpio0_XS1Jx=y)E+44F}0XTzg93wQ3R-L_|uGTQSO?bgYNg;xjW_SIw6aS8U)s#hlNoOA6? zT?E->yD6w&&Cnz|pP_u6aq5*!4vWRm;BJ~x zEie2qY9G-mzd^e6?gGBr(XYgX2OE?kx~5Aym;Zs4OOhObacEFu<1%7%c(6p`nwEzG zlQT&~tx!?Poe|G!!K9e7?)KZ{*GR)MP*QRiPx!B6fx+RF1qI=xv*S#Qu69A?o2He+ z^lp9rXd$W3>mIQ>ilPP5xV+6tYF^ z{!d)n7+c20j9Xl34x{7;xLO*uk(Nb)V32eGE%bdQVNnSje-kFNoc=&7_W1-U_QBgX zwLM1W^8}Fw9B6e*+M=1ATR3o1cqw|vGN)oGqIUjFOSFFmk_ifq0(-11L*8Lcw+gFL zAf`p0X-6}`X!*ZkT7M2jLs!%0`9&R?!AJ$!n9VI_9Jo8E$$O^4-LiB)Y;hYHC1Dw1 ze_mfZS#4}YQGGDi8hRn)ndE23!{ErV-x(^&z{I@wS0D&hY@7tUoVUOK9I3QQ!mIRm zaF(T_>FW}@1V#4`eUV6u_`9!Mk}wnl5w!N;B`(t8(?L$x85#%%s@bnKio%OFsW1+R$uLgDBLvCc!XQmYRf-pu|aw{l&I}J zmw!^40`*{L zSFShywYLOX*PosIwaqPunNDIXVAwj1$?BHWZn#pw5amW>|n^3}<2l)dXNGJ)qNsd^tI^dUgLW0I9&Da5%Q(1UbpT_R% zlD#N*Hq9%KggC1LUm!Zxr~0*cxDZtyutq2+WVSu}frgJn=?dV0o9!IaL7`? z)g+*phToGE2yqeVLCMJ`{l01)B`H%z-Qgc1IpQk}lAvFYoYOwCFfm6wmiE~SNn#(; zIe}ea}NZ;b(a2%!oJ7h z-zbt4iZjdK?_nuxs7C@~?hU-yn?(K*p+Z46GKKkeygx8*<+}SAd0z6W2g!xZ2SXV@ z(mL}Rm8<9uoa~uwG&HAaX|~RJ$1e2lBS5slDF?AMNdT9410L-teX!G{DBfNPchJG; zi_X*m*l-%Lwt8ShnT&JSjAE#LEt`1dOI)KECV+UCq6F0$swP{Ld!bSx!-J>NO0|Smw<`vs zd|dttI?xK@MrTPrfGUEOQ}w7eY=nZ7wQM^5%W zV#DAVNM`I8O4W7=%{$>051kx+YBK53M~sA^@97Q*XiK{gJ2r&FcLarm2izPlA)gWJ z6>Xrs(1jGsSMoM5vD`D<6T=1Lx~+Z=%gv?5c(K_^lPhftZA{pTs=k_0Xy{@&LSaPY z>Q5x8r`*YM`?IJ|`RB zdGc|U>PqrpN(n6H4}Vb4a0pd5!InSKSP@bTS;@=9aiV!gcVtveD!!k8`cE-mAUL%$LPYVrN zWfcdXRyKqiVje?f-YcsTCnbj#VYBJw-}zhVUeoO~PU0M>TIvPqmF|J$#3*<0r1OCd5pDXR?RbAJc3SSG_oFP{N`KS`R*>aOU* z7kAF0*MS+Y3R9E5BCn$?flzqAI!K_zrTU7BI3dlNuUT| zq9?}2Z>sCBM&;QZR%ot3ozlO}MMlCw#d!<_0Zyd`YZdRTZ}F3o-BN^^w;}wgjt~LM zfpS6bgU~!l6+;qMw5QF8$`boAy5FubCEQFJw2|RNvj$~H&M79JDXw2;qB@K(xue4J znTHF%LH6;quRn;>^uKs#n8nV)0cSXiNKfNV#lcdsR$2Yd5k^+osBXR_ zl@{koTSOxYkbD$0Ybr;1U?!fN&}u!S&g&CssUb$R z(hW2qJ8wp(cP?tkRr$a~ycHuD$lc2tC2>GX5sB-b5rmYH9LVz|4N%^peuU&SFuTr# zs?S|W0~)QE114%fumubGYG)ZWL6F$YVfSSn%>hm;nq3%C#DS}Rx*EM`;)8jC4NC1z z@L|&QwtL)&Xr%uVYb9!vNpS9$4{`~bU1bO0+2cBA8ac@+9*a3--Y8FFMuEElpYMVc z_hGL+rS{j~?gv%N`=o}^o+x14-T3LX>RnrsLf#QwR-K{KQ=-xd>1G#8XUNWLx9llZ{OaZ%-oJE^~<+j>g#4%8$!<|;;Z`2Q@U(v*xOybtE zn$PWdm2#wOb>kK{+<9z@Rdd9nEE=l4lBDC6mvZxUT0IjuVtQ#DN^L%Z^W$Yzae^A-#AWs-He#Khef+(t3EwOQZ`P{+gB7{=n36aMkn zuSG&xXlZ;&t3vTnW%Vx`Jv*b0OI)nrYPKpooW6VM{l0ld5Z=<)-n=a0v`j`e4xu+x z86}qy8^&5E76UIcu;x#iCtllLk`WR?i4j#WtGJ`&WB=rRYa|+=D8WL)G$1)j9Dlb2 zso2eN=q4U}t9z9NqoAig%Yze!RgDe;gyEk=CRuBT=-xdvZat7KdJ{s*5O1%S^LZRZ z(YZOWrbwq8A&}AHU~l^@54r){LUu~+jPz&5dLd#lP4zGH4mgdxP!3AVPoI&APTQDw zaB1js=nQIulbBQ~(jf9~(bY?>#{oNHYkT6v!iLiW05NlU1=W}u?{2b@iuHs;B;*@C zfk-`9i8!o;XenNJGi;ySsbQ3cnn@mBrZ-gYAw^y9!mrzL@%2alouu!?@44bnHwP(P z4*fVyV>E>6d-a4I`nPHDXpXAC@T|Kfx(v3$PKI2!FSA7{t3J=PWtb-gMl2D6*X#Lo zSu|+(OKPB(S)W;8vZ0CV#S90hO2WTLtL84pLGkl;z#Frsq?q=qP|&{HWvDB!S*foW z`ACC*o?a*g6=Piyc-b&okP%K%_71ZH+GWVCh^n0vAf>61T7p9H}q(2** z`zq1P;*U#Q|ByyH38Zxq1BXOnp=YtxhAKsEk;hoD)`2RU*ydH$npy(yGT`sl#g|d; ztuOgdGJe!dP(rNp+-n) zv75@rYeyXGDowdYOEN(=i=JqCtiEvJnPl4>&jqp(JGvnoGzG(11u@8X62p^5L+ru< zoQ0(ZMjP0#@>%H>OEhdmZ3TayyUzL1(0e^=!){TE_n5Zs?~?IH()sEI&A5M7vK&#w z@aTwc$a#x84DtVph!KOAtP9vAA?cAa31iw5ZB-5Y66;jki|kvu17Xqd&cw=0VEGw-H<2KSk@LQ@O zthLAE=?~#Uzs>H$`4snKN~#*U9+tBk!92fSwIL)Jb}|efl)3HQ3FcMpme^k#Pi*ML zTHtVZ{GBzf`f8okWk@3bE&mFr>hOD%Iji)KSZk`B>o5|tj2g5-U*n2eM^Kgs>^*2_ zyx5VU7@T(cRJ*3Sp?NL5mM)K+R>N^7c}%v}?nZraTk3>M%&>Hn`PIrvk<}enoWo|i zSx!4p2Bq2vAK75(t@0wXKV_-J^owAjWWiqCKLc^;CD;nA_2$K$chCLVkI{lXg`O5a z*V4y?Y?KbL(+%yLO|h+gP&2Vl!?ze8Rg&bDe(oKUtUfokPd>$zH0_f(aZo7N=2G_| z%498YRwfN2vqL2of=Vf;7wgaY9pxAx>8VwmSyGxCG>)0awf)#_>{9;d2>Pga`@$3> zBRWWr9HtGegLXzf0_w@UwPjMcKC)jEM7A>~L)o1}XX?K?AQpB7{&ZxNtSh(uL9j=x z*RDHvl5j5p<{KsZ$Z<(uFn%DavMCppHAU(5-QqU>c)1(!!#UfcyWr@sX<@4KUjjT5 z#VD#ZsUi1zt9bLN;H##~$M)Z~e%QpBmF#L1!A%TX>4M65OL!(VMVi-=SJ@$Op70`fyG8G)GQ}m1TQ|-e_g=DhL(XZ|%*$LuMSDee zV+(Ypc2jua3%(8?<=HtHX9_H2&>L+H)nT`HM_gL-4;DfisW2ksZ4_k^5{jF28>};K5IZW)F~B17qer$! zILHcw_Ao-v*&bPp-jAF2c1usRiOr&l)T>05shXtZ11nz10i{-?=9#ukg?T=sOxqhr zQ^q62&$Sy#VK+s;v_H!)Xnogggji=wjbbi%nWQAPXcc_BG!#v4p>S@sIDQJ@3kf3% zQCKj=|DozjKT~s|RZ2%q%c2#km8|(t2#^PaPVE9D$Av$@JG#QXXIM_qEG}=*(ySaq z9tWLijV=$b^KVGHEFo(lLnxxXk|w~lH|Cw3O(}YN(yT;#sgfipnafri7+y!k;#xz7 z2uU(D&gSzhU`AwWC`%=`Wk+VX#N=9kBMNTNl65Ft2{LAJ3S2gFXAv03vB#1V?`M^O z#_Wl6(>HypFInCRUZPItb$!r|*4%+RY<#w8)PC={^X4%)1jEW)+&l71VJJ%*^|o-t z%_1QU^Ln|Jk#VYDfuCc(8uYnr)4rZ()+&|cO)6cPo#O#z9ajG=l@32MU^;B3=pkY}JQ}c1?rm z&?lzoH28ILQBgTECscm{G0U>PQs0?ZqMfg=g^|&5_i65?BiwVsg_6HUKjJv)rDA~m z<)B*oD6vigBShUJB2H8{e7`f${nfq|)10_}Ol*o3L`!PshSZH{OFagxtf^L7l=l>4 z+XTgB>MR zH$3JAfwsZ-bZS38O;ame<0C((I&(yA#KAYbBSS?oLSpQSQ5{nyFzakA&Nt(pdGWkN zgif|NC2!qn2AJ7|D;t<%@H=aG#-MO3i&`gG?>Ll=4ZUsFkPu8R7{|@WY|Iwd-KJfz z?@TZ|4o!%0ZLT*i?L|;nL$r(i!txfn_~Qnyp%vGfDcjtpfIWhL$-Hx4rdb?UEb9%<;SCs4@A}{dJ^NXqEQVb z(y4XE;w?ztYxM85tW*7jFJW)L+%qCqm=i*!)Z`cu4t*#d*LkWlO7fJulL)Y45-W$@ zfyG9w1LYX8Lfj+8t9VmO^+-?6#0_4a-WJ~bR!_QRTm=RRA<#E5nUB#xhJv(X-^c!} zb%=b#x}}srU4QREy$CnoRBx3OhPW2#86p!vg!ZkGl5imE3OVLAvV!Nnmlnik@zXj& z1;qj0Bih!Bf+HKwmS*IOXfgdD`Ipnq4eSCPJNkwy#HpS2?xVs#dRs<~(1SmXMAlE( z5}vqGWrp_cv+ai_(J}%oo_b%dXoI(3+Fpkm`XwmQF6myjK!a}7gzzm2%OWAszsJYg zmIgAYnLmFokmT%mC_OnArZW-NxDiSzSB30nX}Ktp6q{DeUKc*eddoZRyLVzmrM2*i zkMdr!lUwadKC*qZdG+(WgxjB$-MF6CABSDMa<+tjy7U+R6lwVz%EWM;%dGZLVU%2? zx+C3=k&fMUBd)Nu$9IKbd7D!;1Y|zCH?+twz8pxJJ@(+{|bg~uQrQD`CHC=*>5Wk~$fS=5rsI@uv^3LZh*rkpTy&dW1 zj~$hkh}Ta%KYQUiSW#}Q?6gBhw*0k4Ta?Twr+%){0Zw70n!SQvS?>!fEE4BPkZX`8 z<>m*d$RKlL3#3Q}u+LheCs53kBE|VNn}8wa32ntm7WP~ZC3%79NeG^?$0I#a8xwIl zDoHo{M36O~>abAs$y_M*_}lIW{&6V*rJ6Nf`19}=V<>#AK`7zmg@90&NA4xLNY*2zao6}u7yP2id{p~^mnU$UijlmPnh5Q(_=D37h zFgtvWxgf94AuG3GUVn@ zy5dNAdj1by9w*{6wc7Z{#&;k&YKFaV98!j)U|}Hqi@U5!18-#Pac8+rI>7)BIdxda zcWe?8-p*9~S}LN}8h&mE@YJ5E!?*H1u+4|Rf=s){rkgb0ySMv zsm6oh{}88x_7u$zJKQy-7~>264|??pSlP2g4W!! z9tHoIrTh=J_J91E`8+_orWEYMUi%-8_<#6*5H+Hz>Xr05#(%j|4{9tq96?Hv!uQ|* zFQ@!Je1AFwpsG`Y{d)iF4{9+0w{9L)%FA)D<+1adOp z({0}WmsHV%+87UHx&=DV!2kNK3t1r3Nrn3T_qWFakm-Ji7GqEU*OVWCDzNlmd+KyO z&i8~2b*$+W`moKP_rvGTLF0qbRqplIvU4$sA3*I||75I};t>pp4sw$_uRAx^rVjurzyH-UshA+)d{V6DU6-bY-PO%|z4iG8hv{fDb4Ae~|m1bw%C9zigP4Gd18jQoelCkt5T;j?(A8Bhk<)O=Vu z*oLRQFr7UE#%>hyNjx+C-$~p9G;yn~cYA6}3&7GJ_qKA^0IrorGa&KtGVKO*NcBw% zMqdt$z9oEbp>l)a{Q%T4KYbp)yncM+m3O~fcHVJ30{pRmXwZG9_p}6v2>u?9y?%0E zp+)u$Fgv%(hqc^Hx1N0&0EvPA84UJhK?*SIF}Gc`<7b9H39rv~rX4YU3WzERYMqbH z>hRCQ&%aI^kPKAuXCk+{=w2~q{h>Obidqi*Q=#GiIRa`O`~(OvUS9#4jhd86nulK~ zK6kHgM-9BHFU5i|Rh5)bCl$rl@qQqYm?S>#DoX7mx((AsSUebS*QiUN& zSOb~@h{@|yNbjE_q#o!D`jlQmRse~{_(%SRr;%Iwn1$9H+GKQs5&Z+{3WnscFkv_>~=Ul!?Jg5e_$_YqS&IzJGJ;4F0O`gJ_&?` z=Y{H)R49gg2GgiG(8$P)f3rP^o+&>Lw0v}aO2pPm4?aNEtCM*vI>%C2Xy zN&Sj6^sI_$BN}A;QklGyzG@LHd%7UV(*@{l&hws0T^~mGo@4s!@&oW-OpNh+27U#R zBa&>Ky5NEL#xp*4lI8x5j=fhRA0C@zTpl)kf=4*gXByGhw<@$aEC(~I$E zXU(#pdf6LjQ~gK*Jthc)#MDE}>-TaPUKSVp%_nvxGqm1D;3Tr-LI+XGtCG5 zP8b=%Gr)cPl+JX9u4VkwHivOp<}7iia5^oB#Yg2~_`_2)IFR`kuUpS!wV0Etl!h%D zVbQWJ?x_B}4zuoOb$Zjp1;(xgCCycBgiV6qCW9E~!K`stwuGP}Ax2~1 zuIamF%$5({$$=l?ZAq>FKdTTxK5EXhZ9DE@YmQ+-WU7}@5qJDc4(h0uvuj-@Ljrbox4>m{EQUMm&bDF7y&m zWKgE$c&|rEoVfiZs_~X@UNrk~i5m>!0o7o>)wWQ0#B%YLy^6IHFFMfAX#|3eW*AWG zX?S%0%}0>{eK;^)Tk_<5gsZp%QXIqmLQ7Zb>gdM?zn)34lVy4H5}ft@dmxx3x>b$h zrJioy-XFD`(66>e#gLIoZ+}ZA#OUjjmq3@JA7hZ7O{`&cm^wp)hC#h8^Lu-cErp2) zpZc-IDrE)mwx1PMlU9iWP$c9hRGVl%<^pUTGfkr+=}0*ep0g;vWTQ8lPuSvrdSY9J z@dzE43+cSI>1rYmkSX3KuCd(>0^>YVssQ!N?ISRsLaIoeE>y*2?uw40`~FyjoiMdZyhkoQM9x%!BfW_C#&aAj<4^R-U5Rx zMox?T27+q)eggdMGo3EaXB(ZJqVg$4Y9H&|JY0X&+p7W`e~`-DtZhzZN`z1GGnowq z?GzXtWR~6@Kjky|?yQ|+WKRGqWK+=~|F@#fVb+!G@42uthmJ$P@p?!Nx{R?$UAfaB zktkFDZq2jbxn1|;kqiGYdu~+l7vAH!3V{(9=D2CRM#h*v6F}*Dex=$y$8h-@P#f-< zZ2Mn+OsVGnHBv8&e@A>ripDkZJjy3v+n3@|&%=M4`Ic5Yd5uHr3`j6tMUFvK1jQPD z>jZ74tg26mdHBOSU}bmzqBx<^X)=Mjn*r_s-Xcyj=eDi0MQuxWKn|*X z&@Gb%sr_#M%g!BE%BdRcb|#M8CP>nx9>_@7^MXtByVN+W)c5IH+v)3D&&U&SOc^JE zkI`^+*FG59Eqs+-7aWZqz0%t84*xA}QsI}5+`tzyBj3!87e&q^o(CIzk=$tj;%TvC4+2;s)_lvniLK3kQm%Janm^7qOmv)WTFb1rY8zwimWbAv*{`yu~ z{f;mxS-hXtW+P5`vI^_=5lF>SG#9S%Jfz=#p|ht!A)$yWN+Um451;-5CLu*Trn&hX z^+JcQpU%>cNsw>Cn0TT+@mNO=ipggAu}!`Nr*6GKc#qn`r=85xQxK`DbECIqI7LX+ z+o}v1OK;Z){)g46fU5@a<9b+-YRuWQO!#Shq#CUJN??pUxg8tNY`!ay6QL729vP$) z|Ge6uLvdg@%lXiKiJ?XOXG#7{&4tyypH2%S?LJ`2+Uj6TZU!bFdF*DrQoAoWuDSjz4@B8vwZWrS#}OLyO7uRj<1aos@O^f2^4AgHAcvnzjNK0J z|DiifO!h-4O!BK@2f_)KjyCo36hj|!PQTj>oI&7u)ImEqkAI~q>2!kRqVZR1HZCtr z7E0PDt?iP2jo>ovLy|JAXHix3?ofxdmSHoj$WC(`!nBQh+=Y`gCvzISWRdbt1a1KW zGF1;bS~~`}>Hb6iJbK!a1ywLH>l`Q|e{LmHnw9ZTw%%_G^Nr=m-u}&Bz$=tK9xOZtQZ%;sr3VW(q|VVyp~)Pv%x;=dt;rI7r~tdNF*|C$_(P z{O9(!{r~m?cnlzrT!WK36F^76HB?3q@y=@;euOqEVqmSu3L@%rxk>l6K=Yt99J__) zy*>Pxx*Pd$XI$X~Yf4i#XgW~l+$wsL+1iV&Mg^Y;4yv(I$(ve5|AV)u$|# zZfY@Gzm+t6wH3azjwqVRMiMF+`V1x~xg?Qj5k^3`HvA_?3}%VP#M}za26_QIIBobA zE1|f^HRUQn2G$Ybat735j)fNdW#JJQ*GRX}X>%SUMz$f$_6;##ViFm|>w(CR&u!k- z-=fY%!{z($7@L*sX3lVxRkUuabXc-B=^UhhlkL0N%y*%_iV}lthFfU|^BU_$jLNdz z4rxZm{qipBKpOF+h6fZoT#=0raIM!ZyxOtdc!0Uv>yVDCaITIa!R zNntPZ^G5LjhFgDMqS81>^^V>Rfi%D>iA|-kyup>5>qD;#qiM6vbd*GzbJQc;ogN$R zfU2u})bEX3+Jeqv8W;tfWop!!n$QnM*%rHy92um(G)Z=JC(1{ySZ)Ha_eTM|ouOa1 zGdOE*n+Dx4Z~leUj5EXQ?2TeUK_-dp+QFnIwbhs*T8LYG%F5P*A22Q{4NN$mXvJw$ zHQC5i14|HXAkLDlR~DV1V0d;ZsHJV^25rcDI>fC2tRF!tm3;&7*nFXvj7{wHCp^10 z`E)k;7=7j7Gl?zkDMeOg41F>!+VtA>9#a*4Je#ynxWFvBi&9}vfFSxFG>^{_y#C_# zVobaniz=a)iFVNd(E^fuNNZv3X!S@HX(9EPc;zA^i~vJ>;lx^k$4fNUn#d=303pqg z{*!n5*K{Vt6S=-jr9eQ@%k>x01`Qtl6+YdG)Z?CpU0JU0o2RUgi3-NfZ8kgCv@C29 z#Zd#BBZ^9lL>^UZyhgvYxd=a+tVHH93zd`j>Fh;`eI-5`oiNhxi#x-lQzS(VVG8R% zVIyfTJgan_HEo*Kl$+bDdnu^Q&uHb3*nZkpB^q_KTeKFt1K{7j!KhYL$@s6zee#5}DpggP0zmN+Ye5|ogb`l4M zw=|c$>aWa?$PZ@9_xYWO)=EsIl}Fw6Pv`66M1Kh2&}Hf|8|uS-@vJ%>I%E08(Mtrq z(_{?UMDdqlQ>!gY(E2Fj{rPXU!KLi73;pEKPfeXpw$ULzlf4Fqnqls{hL?4Hn~X>3 z{#^PkGmiw?DWc;opSD}ll(d#_B#+1~EN>?Ux#}qQ+MdHPW_=J5Fir6wWcK?b9odd@ z)NsMS8k1uAV7tzodSTRPshStp-3yh}Xs3QeRH5f_n2B}=w`=j;coH5JR+Rm+NA9f=)fa>nG_`geV zTb$<%7lh9a#!Gonm#4#&<5P-T!rf-p{jqIFK(-jGPXFqGoMahqKPbW^w(F@ze6<3jRU8;Hs*aXE_# z_A0u8QvQd9KnXy(c3o5}#7wM^n9OmUXM{Xx_hr(JX7N)@VhApKYp4qCTl#{+gAnRo zBS)%wB|K;2qzuNtH(c;h3RKb6-nhxAZawnVUNF+&iZ!?g7d#(1d_VIs+LYV2J1bcK{T8A5a~gg+9>NU6wYs)DA&r&vy*C@6NdD(3c=nt2jY-OX1{cs9u#R@fy1*jh=t0sj*{KlV~2H&ojTQxav8uMvR}L z5lxDQWYJj_)$28z{`>SCVg zg-UhdU<*r6O_|qtydz?&`1SFOHZNX@K1xo({uB)`UV{;A5D%2@g6(CdtPx>eKdc2# z80rrHP!#G0clF4bT_l=^yi+#zzsn=&t7RJd|TtOjpBCD%VpX^w{jw=Ty zL={KoqwgUNm3EcWj@lWU#g9@YeEn3o`>C>JU1FV_lfacFO@$YM)-}k3F2ECUtP%8; zCTfKFfPLT(tykSl4WWNbdmt0e76rSo*9+tp zh+_2WTvPp7<-J<`p1Jg{pd|8FpesVlRCznkZVcKllda>_( zB~=3idb^aQ1TcB`{J!R7RO-~wQWV+Gsw`^5qkcIp9EoJU%^6GyK%!?;meOXIq?lqc zd~GS-BkW5H`;b_zdMEe${o8bh*Y}3tg&%?8?U*wpRdWuqmbvv88uJd8l!B*9*>p^& z(=+X`3-&M7?Qa(E#vr0sWBuhj1s_TY=q}1CJ(t2?O5N=!N@WiLW7^i&{{{2$7^7a? z*{EqfXtk~f29p^N6X1cP*$_)hDBy;}b!*K)^n0^A>n^z{=b(^dKai!;3Go0clSa(C z!3DKLRLHSMPq9m>Tu!xY@UK!cMi|8aMGLQ2tU3x<{sh=zrm=tn-#IJgZ2_!^>sru& zae`QU>byAU0TEgQVUws9DIc z4SgsRzH0{q$LL!QfT#WUZ(QNo@<~p>wOdgoLw$CU_<$g&F1gsbq@(+DTwKVyOt*ox z$R~A4+%%3FWGrDxVPJEtlL))Ve2hKo9jLYK+&&KOQ>f^1gpQPn+PG&tl*jnb1%L)R zCtY@|s2ZI=HV?nLx#|eX5u7;DB>}VizVZDmg^6FJw3sds-^xsa=Ez@~d_^Vi#7|MG+g8ea1b+^jydD z-3R;lZN{@NK5rjO|5>1@Qo!pt@uEQ>`}SDW0S!Ww6i(p7K~Bay8nPSN`6v_fE0OjS zqOcdYP;4U<&#Hk}+Kzv5g%IuD6cE4n*v#akPx_z*#!&u@%!`4$|#1D{5VeYCd2ROtQ@iAx5Zb=Kn zpKc~Zcc3^NQmzakZyCDAH_NQ!kj*Q$G-g_yTYrc9@t2Vz>x;J*@Y@%03<9nKeWc$6 zIZ`c6V~Dxs*JAaB-XP&oMvt+&Q~$cSeOtM>Q|dG9 zn^ngZEG)-oL*Ak;ltbDyKk)o~>-jAV74l%GHArbBTYC-jl_JP(7#UyoiMJOfa?3F=e<$!0gHCf2^P82~sel z>(rBLXTqU`)j#5lhcUfiHX1NSIds@EZLlTVEOs!8LAgCEOjK@(17Rz)DcSXBR4_&W zBeP-FE`ZVwj(M+j*(+B zn$FRYBf6)h;_}+bg4!EBywwxmY?sI=0o*#Y{ZAOTU%@%*rMYHup54YToS2K&z|Q4X zwCs_<@5Ix{m`mXv^oxCHjBZKe?*7in5tS|DuxP}V;Z{TK?x5~f#|;R|ed(hn#VMsH zX+v&8QBRptKv^!js`A{^Iz7h>v+do=$xF4%u-1AqDgqz*S2W}93`sXu_#DUf6Xc1i z93%Cq6Xw%NMfQ)|-c^T`+Q;n&)nhJm%?)^F7qRAssja1gK6s1cw!yDNNe=MKCX2L%4GC7!DxOj7*ppS|)=`fH%~6kAL3k%*?IZPd@RzWVBsGD5q&U7t`{( zTlOtc_rbe=VZ#21#CdY~u7W|dp!=ARkA%2{lu9Ncv5t^%2(qI2Gkhu@3y+3If@C1g zk$(~Kg{`mWRbP7wt}%!W6^6aZOM!pN@`}YY<_xfDuq*xHH=HJmEm9n_D^pOxu=gpI zgOM9UDgGIRcW`ZW*r0Rc$0=heeq#gaWvyBt!Sa&GXJu5NP#7nAd62JIXT?!FRK6{ttY{T^5hRk`| zTNz6mMiC!D+4obr`nSpO$|e=xwm(-Yrpn$nBd z+>1=%G0YY)Hw2ypfHl81g2#pXy9r*dZ-g~N=U_kgoGniQUioecPYu+@(&N?1grDaj zTb}fEagsfuBor8Klhylml&bXI>%z|i3ZA>zfc8O-1EBbQHi>j2iee-h#a32l^V(3y z+xweE^^T6AL|2+k#*ZhXk6u-dk#k^P@ zdh>o2v0iFh5COBA*8#T*ZO%gnFl-=RAU`zv3e2mqy+7&x`1JDD?dEsHd#v_ZSB2Xw z(@nZ90cooh_E~f-bxFq|`}H1L91IpTicHvrPA=(gZNTd{KJa*GK1!sO6(#QFwV$Xf zXtZ1hYyu;HdMqaiNH)wWvwI#D#}iRqMv0eHmmRU(5{LPYwr5pLUn$h5-6wX|ahjha zcZGa-=?%LI^eW10vb&ooT-!6UfgIKLvxl%mp81qdshzp*m84JpwEt$q99OF!9{cQ3 zwUSCA-`ea}^^d3!S{K{rd5(%GmAMDoqSRJ7B>la9NU4UbKi*`e3*|kz*RRrq-Vd_W z6yCHvx3Yg@Ybz(!#g3pKib2^SIFhXmGg*~Ho(WI%IlHr+g$zz&o27DDSu(goe!nCi z;mr`VhIi~cBX=mPl{Bcie>ITVAFZ<3L52Ym~FDo=AIF)o{k?w{I1;1b*sB?)* zwV#KGE3Tzb0v6t6A0MqvZohF;cm0dJ(Gc+*3kQ9O7P^dH8(gnS?#MUc5ak#tNXP3} z^O0LZU;L;C##g_Gx3awlCf^@DY$MV$C*zvP*2(kA)N0D|nm%KiYj-St;O;04{tF2E z0v;-;l4mSbpm=Se0hV%)kNl!CAu>!$_t?$mGX-~;$b=$z1%f=RGR%wxjb09{8#eFH z24N=S_Qep_9~zl1PH=^bjf#10J_g>mr&M4=zh! z!rpb^OgHivAvXal=Y=*1pp?B*WL^{GJP3}wqr&>c3t=kUR~}q|`OxX**Vv(lxrss{ zF95GUtkYemcrM2cKJ*kLXVo{-sp^*4;E&q`N#In(Q^512wrI)d&>i-+sJCJtc)+IQV836-5Q=dyfmpbeLX7~DIQX* zdS7spJIN}BYpM16x0$l??6p(NikENI!p!YV7ER@psb0${^Wjj^>n6TMoPUyndd6v8 z?<4&}wHEG#LjvgiskfL`=n`uezPN6v_k%y;kf$5^aye@gjHC%*;W|M|3Q@}t44_ig zR!NMGN}W@*a7<+DjC%NVHdia}*GyRBfE`qk$uJj5?UHRxqy*(u-2cpX2=WenP+fWN zDrFN_TEEi%V-v~oMPzxQx6G{hrGYIltM{|(cIHLEo$+s7sxP(Rew8tw@t7N|g(^#P z+$fIY6ld3%#VrMlQ^FBP|^sp9XSUv(HUy~mc|_vtT@$BY)Jps*W~ zEgxUbbw!ifW9DPG+TwcN>N|0;(dXIT`?|O6;#2^{<`_6TSen*654W@sX%PF9=eFR+ z{cZGfLNZqUaC2wfnCxM^S zr?XZiDk|lB9&*{%D?o*!*)_bTJM{ms_ZD7NZfo1PBFaK(q`N^tx>Hh+5J9>d>0Y!5 z(%rcL5fJI_knWc55D@83e{;F_`;G5A?>YMq_>D8h8jj%}+x5&fpE>WkuKT)!oNXsA z-^M34|E($t6gmyTkfIu_+X*alm)P~BDamD9pKGnX)yKV0@o-8W2XgICW5%Fby=Gmz zSMp0}62E>mgs~h>Ay_K1hr^1L&-)gM*7*_fRUZ}#`G4Yn>1kN2PNZ+(Uw|hY4~e{x z)7rG(ZSgjUU?;ue-rFf;uKHEpf2JsZ8?KE`T>*!GdelyagC<$RzRNnHNAGE?lSAu<&lY`>iiJ4xV?{aL2rd9b<4E4UF zE1et7DdVX1U4H3v|L$6_H)trVnv)mq@%B>ZsW2FDnO5CU#O?a#lxDYo?9Q)Tfe4Sr zE5Kt*pmy$)8b#%?+)i8nw2CwH37Pvmj_C(DK!2r{OO$2x}1}vm~>7G{c;! zn980T$msEHLI-IOqUtnR-bEpnM;P!M3H5j!pP@YOWpWq!lIFVT<|q7f6L|9^2SoK9 zPUpAGq3j8U`3*KR70ot?KS=IRrEm8cY<4?s1R5Fr<@MLZGs)QaaMkt>X{Pkp5yrz? zGgU=oB^NeNVUh4<_1*g=z$-G_K1Kn0s{!+_^@NHwTBk0L z47Ym(686X!D6p0%JTx99e3KnK;}qC8tK_E{@lL2`TOryAoU_(UNFf;R9iJ-FX=i6t z0~m#NLSwnF645nMK4utqz%e<0+w&Xen_?bY?l(sld;<7EIH zLD$H^`)G{e{~=ub3x|;dPM1vXeI`Be&tFALyGh5Aj`dfF{4d|}_gmwDE9@p0I!OEj zd9n2dutxv?y{K1m&luoR2WLPfQTX@GW5&X$g^lN~4B>rn`I%op6W8m!qaTBv$iVL zud6~waD3#C>Mb16{KHwAfm0}~I&stnNH2S&|A_ql;h=1<>9qVljPx-ELchZmfXt&d z16Q}RihrxxOA5p@&EQhR^{~`(#fAYMRykYB8DErtcpzrW^=j&blk^J3Eb5zh(G?!M@ zb=&xb83~oh7QTav6vLT7EZxa>@2^hc@&sub<`(u;8C!lFuH;@GPqo}t#frea-PuT> zFeh9^`Ph8~k*-Fs=}Q(;f$i;h#$8+u`bl)$QYWrf;rU0q9E;`va{fGckEpJX4|p49 zY1l|tRdB*kx|!$SMCvE#zQLHWa9z_1IKf)l6F$eOdd4*M&B=D{>+;_q+>ICJu;h6; z3^V|f7Y-v_2jV|yg#NBw3mvdON-pnACh7v!DsMIyx~ORjTVo3u$F7rZI;#K-;JHmF`#_Qg8zh z=XUiz7q|qBw)9wb$>BjG0rj{ci^en1<&i(W$*SQosbPjnEDy_RdG=KRE=XHm(|lU= zK=B9a%_y5N6d>6qKrqzftRmyKaI+wa5QtG;Kc*uAJgUiG(?*el5rRiOu=85@oEoz^ zn}*%i4rc%Lxy7?;(zIR{r&&C3ygn`^pNGmHBWXu~e!jMwtX<))OuupAlK$h>O=$7nbK^irLua?3TJAy#j-9d?stG=aThsE=;~0!hQyhu+vx zA6c$H{SDU(B4DSAiJVR-3oLuBJkjfUO^O%e33`fqx##WLwHb6@Zrj960zW@D!>D^0 zg2upSj<1d%kNRtz)f>pwnwEH<76^PccK5;cA*yk49E4Vfni0;rZKfw$gE8;v_kV+0 z1mIN6n9cx2cg(of z&f9GZS%*{O&I-+h3f464u_4saTUe6wMDAv?ru?A7jfv8fr)wLbI|Ey(u;4rLtsRk_ z%(wFMb2bY8P>1ht)i&0%UdsIBrhb$#0l^)U6Ft&?hLI2**U=UuBRz|}PDOV4GOsvi zKet74FX$#mx47l*%B=}et7pm9Ye#F_(($)P(#>TDo$zQc*=&7c(=QV@EhO{G1^nkd z%DF)Nt0e@J9}d))Ju-QUa7!=@mD2T@5Pt2GG~KpF-p6`L*gneV|M{iNEd5K*pHWOS z1W)$B5D@oy_^2r0w$$|@avg?PIeTC<^e@qH9IQQ8!j~>K7sfBB?11Ldy6k`qU3%Qw zdrNd1dcVgN2TXYHDFb$>HkfcA_6f*PU~1x*zPfXJxoZB|_%8UyYnVsbL;SyCN)ty5 zty7?H3qIcNxfkF3N1M1BC>A^KDY+7;Q$z`X*-1*9q|~&N7meMHbZK^NtqDr$qFtUJ z0^iS4^~}H%$~Bk4R!n02_kdYPHpIOMU7K$r3H{{Vu>-GL-jK}lYU^hY7zyBy^9*jT z&w=1`jsj=r%u)S`B|=2~15CO$Unif#P`!boA#yj6s8;$4qUNHqT$!KVN|QLNoB`?E zENsaWKi9@J624%`E4Z+?^WF<%@1M#UeLhB9R{=bYS>i9*?cLyHMY;@6hs9iduHJG? z69-@voPvygVkGF*wo<~y%&UQ^TDR99(+73eUOQ=B`Y}$QVnFVjfAuhJni7h6L{rq574AWhTSB{9y;FKFv(v&@y^d(eL_xWi=cCCKLYb==@ zJl9@ANW4D>S@QL1e5XS<&UXg@GC3unYzWkDqBc=YgpaV7RczLQ(}K}e(UGc zBmi#F827HU2EQSf)5)mx=Hh+lRg^464N)}S<@e8lGM9QLTn2iTlaApymf+g;Y{qPp zE%%qy8z67(wf(9BxVXbhFQG($|0+6X9HAXjFv{$))UC(NfT683`A=@0UbjuwZ~_xX!bAfD<-*{QQCLBjZAgd;(X}ws@ph zDNgqWgiIGSVj%@j5ls>Z4$J_Lcm_M;qT?pz&LF%MML2<(-bDS%6VR6T)kT)MD}f_- z?s-1e>u!dT2zlJ@2xbV}q_O_$iV`2a48&?*CboKn12HJX#du^~TX{-Eum91XG0D^p z>2|VG*ld1wkYH`*In2V`9xKlrRR;D)z_}$LC)WRd{!4=S@eqGhQ9GjSmdt$ykK(Nb z8SVCRe_zT}$JcvrD1@+>UXdOrb#Iw%D`>aVa zD#2nCo$vk0u2jNEta|AYp1XHSgw?b!sdT#jhfgob%hY`|`H6-_yDa73_1wUvg@sC< zH=T@K8h4UU-y8&r3@inTnpz~QBpFLD8D&3nYW?b-&@9m3lKKPP0$1ZB+5mrG{<3ai z^^^Y9K%rj-+f+I&3*OG(qJO`CAINDYbZss}lJVKc-zg6!6VR*n5i>IEGzdwxOVZtC zK92qDkPRi{?_va)e(GWv<4gVIl!|_h(2Bj*-)dbmx%6@nFnPx+F8KQBIqWbJl-SI6 z*&wgHSOP)?$o=V6oy#hO!PvMX=MSqDQGx1vhl$<~K0S?zCQ%9&zhaJ4(e|{XGZdm` z5|otvNpuxXXmv_+f%<(jSJssQ&+ngiC{j_$G(0KzsBXb z9d1jN%xi^&0S9APr_MZ4`RE`w)#j(V6r6p&i-nO$Os^=OsMs-L9U(OlctzZV^*eQJE_h3F)(=x4 zUNT~L$&|-QOht1Jsx@VhPH9>eg|)DcQX`z3Em-C=g@X+6Pcro#5|*Cik0J3o>AObx z1skrlRgkiz9J{{cv_>+4Y8)m%$0Y0payL6$@wFd~FXUO_(=zuCcBD?FhVilkKFebA zO_+yGU>vn)v)_{gxB|oeqtH;2CH=C!iLp1bJ9pRn8Mc$H%aNy=m1o$1Z^v93`|N?G zoqo*=)1{eUYz@QUGBfGB1&doeBm%##==7l~VWNtP0Yo+A5Zj-#Z%%KR<~eM3f5aSG z;SHCM*!3ERGhE$&B&kmPf}0&`;w3Q|-LZ<^?;OnCvdpvV6kSDw=sRl$L78tsqMc6#~z0kF)+wzO7z$dQM1$o*#D`Z@QA>{R?>z8 z+4$4p{PRkpmnSK~vADG%t8RxIEIxeADN|&EW?xSfnlh1nL2}_;KjEly{eW+P3^)0S zPTvuojfx6aKH}omp?XYW@LUPIabF1sZav_HA8(LBLtH);`p`elVbTkQ71alnJ-V%E z?7WL?s<@ZA5p+WpZ>@pUDKXonbix0ms<|#0=KZqZ6F5tS@FLmPK zx^9-#EDuahs6;L#H>foq3!V?jxjH+a&Z(Y$&sPqM2zfa6Zth(=BRyc2oY(Y#bynEJ;F(BL+K=}S(CFR1bk~)_ zoNupA8JTlOLqr4VCO}Iqp%@RV6EnBJ!Xm0^qtU9mV|Al|=jy1fxNC5)>3;O5@<@EP zPft^8dbG;TwV3y>5D#3~jXuA3zHv|-;R~^oN&h$<|JmfFV-+T1f|~24@l(`c#IUTz zvQk5 zdEsBjf<7h59xv5Q8$Ln0u2uHKd@Q%DVoT>$b*!n_yJcnUqppp%s>6=_R`Hi;eqiX> zpKZ6LV|6z}Xl;n@BgZ{|&4Jk4QRn*rNtHP!IKrM%Fa>fD!4{j5jH*GUDDhIzY#?dN zKUoKplkFLd`()F#Cv_`YG-U?hT3AhU=;A>zpw-yfAzkR$rf@|+6AkC7 zi??OcBB;H!*oD9DWs~9QLJclHzBbwKF|TTNaYTS1ng+!L*`avQ0?4?PNqnSRUBNsK zX6WyFF}HN58bT5wO%0ngrIn-fB$vf{hVZ=OVGGEa#H9nAU%%FCeNfo5Y9_^X7~uYC z24s)cdLA2QMaS63!F4&Mv@qyuX;A6I@(AqZCj3y}^&lR*d6%!%iJF^Lv(?oR*TL+c zH}pyGtX;O#d!&INU%U5MIm+~et$g*E}#}DS6#^p7%4N$a{tC z3q3j+S40=T8h91b6rCUir=4Tcrt7Z;PvCcjZ1Qu1K7!nWh8tT6>{S}0Mv>(Cf`m;X z17@pLNI*f?e#3L0)@S-Uh=wl$hjav~j3N!CGBCad97mQ8Q@@7;oH}l<8xsCT^dtfw(jK-|56Y__Dju#1wj|qq z>G{c5B01O9j~v|zL7G*9wv7?U)NM^{L?TP#X&6UCvAyu_V`ALL+3_0xXeGGa2_;Dv4$w;WWocQgJ%uC;F z8>c6u##bzD(_QP+OU%;;F&5ijX@+<67B%xIzIW`4;v#$ihj5MwPRp4)i>m0f1yk30 zF-)*&+)TS)91-+&+pb#Z9Dixh37*>~%pQLI`QvW8~*a>Hkv$LGnzL?jx z5O8Jm*XU3S8{%pUdD>*V8Z$c5zD3M&NW(PJLMl#9$}g8^$s{}bV$49+>xlu@C=6|E zk97FTA6o%ZX3i(oNb6|NZw+C!fE2_Emql3(GK z?AQz^&mVF&6vDva&e~I*NWKC61ObLgo5mF;V=gTirPFsehGX4eI1|Ubc%?_uJT@KX zF||VScSqfEYljwl*5Ea&HTpJh_`r*0$>7-gut9eCPGk5kN@kAx%g}xZ9`x^lCVQD( zC@Ca;<|*kZ6nnYBR@^$0*@=y95R68Zq%K(|*)BeI0<<>j zvk7Izcz+phDq@Teej)+xYu_d2*`I9Mfy5(s?e?09^}|l*p%t39uI3U1Qm@c!|o}?Q*ojFdeif~-M@@RJ*lq(HZ1{ZI5U{L zNihvYdsuvnixm7gkLwvTGt0oIMehO?_B6W9oR=&VJ}5?FPfhSKDm<}$Vo1+xS0e&n z5EG4^l?)flkVlZDglb_YraX>x>ppWacr(Asn7y{tS>YBinK|s{sZk8oSibE(o(oW> ze555O%b#f86ZIUI24B~9KZ9~~{A@H{m|#^3fDYU*r1g&y8^a%}yDfl#_54^Vw^qbRhs!h=$U-1|nDSz)BgrIn z(T0Q261*2(3|bAT_ISL^w=q!U3i)SYSgtYZdeDukcU@+LPf;8bk#f`1yF?BX3~No9 zP;%1588noE`I&|P0!NZ*${q?BWA=@t;+Zt%w8i1Xo$`2(ZaH6 z^jM8X_-}$cO24--=f!#fbsbF4xHk&69ImT9Hm>x;&f^8A=oEA)lqj-ZRC%F2Dv zEPE4)mGR=>0VHnlhK-fui!+t;x@T7($&g!Pqb`pH1Dq<&ItZaj2}r<%ny98jvy7%eW|h+B%Q4K z=B0EyHfH2wI`Qi5Z@F)5q&BeIEg#vwB&<;BgNuPh@$5*2;jcVzzA$VK(3LnAgR^_v z4s@Tr1U>?4KB2^xlO?CC%CKmXsMA(Wa*2nILwCU`X6Bj}mqmr5S;b6R-jSPcsshDe z*>YwHp?Yh54XafEahxi+2Qbd7VCG(8+Y zkJ+9n3LZ+-fU59EgLx<373MbfuyYyak}qRuQY(1;--D86{7Aq&j@vflhwTBVPg>S| zpd>lExn(uR&#S519&;p9$+bQILAY78uM;Xd>Xt2@D5DK+!3>RiP3ts5`Gw*Qd>A*) zx55U+X5$3#>}b{+gFt_hpq4vIEB!g$ZNru#%QoLOU_^V+l|^ z>0SUe%Pj982=Xhz=i4{rxX%x@WE8CgQG8=BJn>I^IRo6)NBw?td3Zz7zQtIk@?U}O zX5t~TFTA$?&TYI)X=;UF2s-0w$%lK^#o3X<{7l^sGOFc&-`%#`B1+6^PF5!a{H?!D zoy$=-bZ8iKQ4;$1f~ivj@L0^Ir0L9|v4wT0Dw`5yaU2D(ent;Y2sh2m@+s+0Ecf{V!sOtV&yrh&~vAMxvSW6fyeQCczyjZXznhSewVmCULs!Tvu#0+D9PEi;I)l zW7&%Bp$AAF&4txtIDgqQFLR|lm#RwcBp`Wl`Y_ZzsQC9KT{9GX2mTuJ;;j zp?l-eZ4LLD&u)IqkZkHXkvV<75pvTqbUQ+Ok+x0(CoKlLG7e!*UUnX?J#_%Z#<;AY zx+#w(oOH5Aqh$XOSG2{>n=(b19=CQzdI_j1I*`%}Jh`HP?^RQv=v?;+#$5L^d=#oL zCib0|0FQw5TGONAJYBUqTn!=0RpHE^FBRlAefK%~oh~~kR6fpli(LE$znp|f=vPM? zr>%TJV|gSTa>{b$iSRQtsTk&EY3}Y{+gIsHS{Zsa^7$5|%$HGbDfBmmOf_iSEaG!& zhQ~q%@QB*<6lVv1=r}|J3t1UtX6Y6~q`QW)P|+n!>Lnh4!hj4B>_(o69%}8ch&vY} z)@@(pTYqH)S)n*(GS*S6lv;eS&GA_2(VExWr&?IUEFSw-pkn_K;=bxwdZ6C`7^Kl8 zQylcVRmat!+x268#GsX2Q>TQCKdFS9V6cZDfrx;rzoy{VIy%-`^`;1e0`MDrKG1#6 zp|im-E8jS6scl^-z=jD`bL+>Q@36aAbz|nV#N3P3UC+`D?eVn(#+vv!bv1<=qW+ zV$fL9G`DA96wZyj!Omkt_)&4Y{VXjgi=S1KW&2B(zjDL~k+MO%^EBzQvag-VnH-V8DmY7e*Wv3Kj! z^Zw2+QfFNW0QIx^2aQ_6O_9^OiXLB-T&jl9uchPG(+3^<{I{jfvrpiw1eZ0i^+K%wn1>@JIdo&xiv87Ohr<3PA`cF#Lzl1SPpaIW9%fU-`rTehm08=6v^& zW0|GDqWs52iz2?mjAGRYjhYPo503$luS|RI-X?fB(tE1>08zv1s~-C-ozT%^VRwVJGIcO1j?8%Xl^!A$+xE1JDCUqlg&` z$$WZ0Tqhj_GVhD5YmnQvpRxgP3lH}MbYr_l3LXV{fM{+W3_{&Bg}Is5OuTu8qYDoj zmivawVpM1_q*DDGM!8a&Ml)p@KY{r?$#PkcCq( z)!n3@I_H1{)<7X1zzf6S7~;)N1)TLZI_D87`SVxV9ev|I=L@cTz{NVUG#-5L026>^ zH~lvGhEJueJAyFxI`Q;SF2jY+rdKYx03q3RX45mfdur%p_v@SrBgf`%FcSCiK0i$7 z!6OvAiXr}jou!r*%OBo_)htEWf9}+lFi4qE=fO0&uWw#RXo9Auc~E_Q%cY~JC)0is z&a(&!l*#^_EUT$#-~{6AdeBnOM2xn&450K>p-Q+~#9rmNLV-HZZsmAARRnL_Ac(th zc7R|2scY+fBo!t_JYvTIHk*$)sxR?ex0k^7k5j?7pSi}exUMVR^QiZGOk9!2&0%-@ zzUF=+G#h;L+${jXBk`Pr_nnFl~Kp4iVMNqz4mTcK+?Ro?1x_5AYN=v zruqDjnHmv7=3IO`pSuP^E2IVBlDD3Nv3%USSsupMiyr%RV8?lH4x4xgNn=##<>Lyw zmf@Pi!7|FlyD4@USnWW~Xlnlq1Zf1-1GsVDmo@(F*7? z_7Z*o6$PiD0$SNgtve97ayRnq$Ya6+8-O1inknV3!<)b^uRdgFP3br@h8~wF+K^D`@)6XXZt5k^S= z!DeB;jS44-?3zLED-rN*e~xWqC31h2muyN{19;K#V_UEGDMUL@f!K{l{;HTsEQJW4 z5q-6r+92@SD-Ea(xoWV-&vDY=n9IaPwPzv4)EC!i>!t6)@ST)^@8se!MS<(T}vt?2Vu2Ao3JI~f7z1yDdFfyqNd48Ox%>prY7M+6EDHwk-P zaZOPAp<^2Zx49xJ;ZaXPNwel`1PixH1k_RJTL*X* zO7K_lwoVA#z!!1UEt;rP(2TqcZ}*Gfq~s^N7G*JZIWpR*$0=U#;8)uOO#<0?Ydq@@b9%f>U1#y-eObFp#r$q(Zx1ldSIt z9yJ~ha-b`AgMYx+E=9l{3D_zoIs7lwqb~EVX&&VGN={5+K4#+&H&Ti*34LB~e&Dj+ zkhA6y&DQsL?ecU}q@67$A$YmV(`z#udw;MsqKq4;e0IxOj3I0e>Hw-RCog163daPJ4 zPj#I+`m)Y#hSHd_k$nJB@ik#L@s2#tg39beakZC`n;`^C%;;K^M8X6i@>WF;an&<_ zu4szimy(-^B5YqB7z?Q4S_hNU**76{Ku?=S$_C)lX|=(g&;qD^9}xb<@o#)@!sb&BMDh zeJG*Yg~3BQ1elJ`)Q64TkepJG4&)TH+e(SD1#iHaJ~|~I{|bYIQbqI7H;MzspJAOi zaO|ugV#{F&Uk-+Oz|%@ha~NL_$M^Fr@!4*X0j%vMkxbZSw_ zR`wtnLgGciApM}kWKm1|vz4h^6+})c1aPIQy)cd;$f;4L)@WH6apP&+eQhsrwGthbp$`uBEj;OKh@I>lx`e#2Ab=@s65Qhbi2VPs0^`Wsn0huTS@-3ko z+lO#Idq?unSC{W>^+@u96?#$K)b)^fpPenI^~-+ z-;M*R;?O;Pc-5I2geNnj^C>v^@S4p*qsec$u9$#kSb{BFpMocij>Ou@#Q-X(35g5f zcsBk1HC2a4g^caNGjY-Qsz6aL`&yXL8932G-8zin&SJ0g49g>f>0q^n*!)z3z!EcG z&yM8nC0^MV0b19Kq(-3RCbsYn5UWs5dHf}5eLmU9-C6>YSW)se5VOODy_%SEt5!az z^JZ1J?|;L)8bl>V8kQ+Lht0*Y{|%Wx+a`83RMMx>FnIgj;R-Wzx?^Ru`PykNcO*%R z@L#D!+75dgwHPG}W8s%i5$3g%nwIhDJRJgpj}JYKk}^;SCAW;siG`dy3Mc}ikYl+E z6CY!U*A343C-DGbq0jJP;do~+B1u>2#G8p0q_tm~YQalVuR;$ZGDidH`-H#5jf&<7 z+CL20XNrA`MIKeHF3PmIN3|Z&ka_E#3$hNO4Cn^dizv`dZH&c?oQpQ)Ugzk(+1O6de3$gO!FhwxTD$ys>D&P%FNIPxI{k^fDN3`b;! z67M_KI!vhsR7HSR@IJv%gH`(fDtFOHN%a0J)jQEf$aX!;q7Yq8H}whfhr^T_4;XRC zio!auJVT*i!#>Yrwx7^gonqLzr(e_avDRJ z9D!_p;7_&4Bef|Ko4Jf4x^NRAum>THtGo|s^4m1#qWV!94qdry9^{_$uP6RQi$Ev- zarg4$wB#2$joUwG@*L|)YNf|PSXh%GLD312`s;@`RISXji5UXbD20mAKi~+4FR4PN z_BPQ&r2bbS7jK`iG}__YBw`=Zs}6DaFRFD&hK11id=KjbXj&T;j!Hm>QXNGkR2}(# z{W%zyK<>iT5LrvSK%-!w{iFC!sF;%t@$;8xn^=UTP3msRhu;IBKO$l+QCZadWlWDH zF<4pVw6FFmaC|nxp(^27CdM`$& zDj|u9oTz>m;=_)a1wfkg!=w2?PrC8pLjnGr5Y4GMC*%T{DIMh-Dr2*sx&y1CA^Q1?Gom-wpUz+ea zTcM1y;?nqNT=)CXw!cW~;AN3)TL%b~hJ$RYhv1Zb7#=Cd;yAKAiJsULOW4lsQeVA% znp#yoXImw~sXJ}S|D<802;DJs+Mcz?4V3-DonDWx(lB0^c zYY@;5mF`FEWv_@?_@y8w;X_zt1j&PF0?)-`c z85_R4y-sX)J!b*#n1dd;V}i|qR&&^3I3%oQ(cMyJpwRVG8ni{{P=Hj-RB#HI4+#lu z#{%S7$h{6ssxX;R*4^4~!#xPdv62(g3rBz4!z~E8=@;mr@$3#CcX*luf`x3(!RhMR zD7dDP&bc#jO3**VSah-!R3aGd=VDPLegNoa_uSPlJfD6H#w z*oi?Fim!n?kW4`Xi9*2(3eQ4JwJMjfh(^V>H6_cD<3H$pHbBzzN!qqA3L}hSYP-(Z zP0*>^P_{hnG1fM6qxB*d6OTB?i}}`rw!x2>rIibZ%HY;b!fzcj4{V#Z^*bZ$Dvl#a zO#_%zH7#g(KwhQcvTzlvP^;s*@O>B1^*;JcZke{Bk6{iEhMA?fMb5E%W4En?jHyf# zC!^!4?Vwg!ybNKOUgH2%TlfUc2i>o)2Y5ecggH%n9uKzb?GbLm^xqJpP*CG;I=6i0 z6u3*x`i}3+A_1reVR%Yd1unvc3JUzIFL4RdC-HSt&ODi93pU~rQ;O!+_cDOB;{Np> z)1nUfd(y)jpqq(ekpP0fZUM!=T|xuI>6%W&zVwUAo8+t&sYs%D7gKppzycP3Z;imr zF%YgRU^QK8K*7o#&NG&@;%w2rp>EnPpE47;F|%c+?M6xNF`Hz?*#b-R1~P(=H(^H9 zx?h6vZ%n1E{ZYe?yP4jbs=NyaG4wuhz~LPKvjNZzl0*b5OzOrs99m1*fAW8L(iuCS zME|XkMoq&czW$+9oBgz7rY>8>X^yQ|1k@RO-yURV&u)yw&`^e1#@ISAv;D%M);Ai0 zLJ6Rv^3~HH6Ukrw@~EGs-S&=cKEBrK0TLQYf6y%r(J3OJD`&6@#vfa*8r%A0;H2Y- zohRW-kzkBIV3GX=F1!m8iBnVq=uvLBZIe)!6Ix)oFVp{2r}k|Tc?h) zI?yaB<`-To9;AYDS!&Qiz20dd?hQh53o}%2gDqn0`xIfL6+L7dHIJSAW=^-()5r+% z;0V{3kwQ@G$udiGv|UB~u&(#}YKk50q=VFLJ$faDoH-l|e+|_8kGXxvV4pnG=#t@Uwx^TiP2qf>m6S3hXvv$bzcHJ!ukB5X5@_M5E@XTbD2*zWdo^EhF(OdfI_?sij zzQNu@+VPdhnYzQt&NjM(vpS(sIB=H@SVIdsjIFps{(6@sq!6-hH3VqJG=u(r?b zsR6C&D@D-_c$4bDJ!wMS5Y^}`L-8E?y*iTysdLQ4nn||29XPNRAe$OL718Z|o~vkt z-OV2wnE`v-NRz*8m?mxM^qRs1B4RJ0yymG3UHOfof!4KyWyZ z#f zAA43Cm_dUdrgMuwk#0;?ZTK02MJ#f!J6~4bVYArqM+RL6A2yP*8^4r^qekfj1;xED z4aqp^==?E<{yE3fu;ie)?c>m^EVp(|*cGu%D~zq^s}Wv0%ULZP2)vHIIKV%(!KT41 zMhCqD%i36~KmWq2MN6nyXF-D(!Ka_&9y8csS@$`MzXYu#=AYnOAOfByCCZ^eOl<9k zl-#PN@V)kG%ahnFhQ``$i*-d+x%XKapiC^A6rS*iXR~}!#!_DnaxcJsJSx}>gK5!d zSe**QkCE{Bv9HJ(5g(>Aabe8Th-5Kwy!fK0atJmVFUnW-LA2<2I(5nH`$gMFeuVbg zd?I$N0A%5iLR_;27RmLWS`kRBn-3zOW$aWO&NY<4j(+LJJ_{P!0Q}T(wy+l1mCtB% zWn+wJwsY#c&CvOL+qJ=gx-~C9*IcCw~yPU2Iy6~Q+&-oU`h#Ky-c{we^o92J+Maykg46z1&#jzx0QqS znwFXW6HF$6{4&XkPG^JpKfsUx*^8nfH((EyeDV(unw0^#p1}6AzvB1*1$V-KfG-nR zuLhGQ{eOPYhyr*8b24gf{{Tc9gY^y=j*9&Qtmgt=!HhzEpVoiC^Z?dJ{tB!YHx&23 zN9JGm=)XtiUw7nhVEDgB=HDaaqKN-JGXFg?|Ch-(|F2{Ew+P-n``xtT-Ec0GU7P zdF?tu6B!q=9wPvA#k=vc=9x9mk-VY=lrdC@=ha5d-cJwRXN=p0w{-UX0|GiT<;7QP zMVJ{4zLBVmjEij*iW@&tbM$7)-MuT>OWe=$IR7>H!obF-X@ZNnSEIfefb*{{F zlg+ZwK<2&OMdm8U^Zhe+?RH*L53|5;CmUEY?fD1A^S7Rh(0z{cuIr4>!iuGC5=%KA z`waWGGDY6I=^0MVX)cJi{duU#L${sV;e}Dw{A5_zgxgw854xmmTUTKV z{hDR?oWFa*CiMG{cVF#iMk3;B84!%ZbQ$7)pNtR7Z+w5tz3MG+*!QB@aXB=E(!Qnn zX0m(lo7tjE-u1Oh0oM-~trFo#BBAyyLnCHT$bGq-MwH4L(&?eBxhVdzlatwsVBi$uYU^j(sVR%97S_Zx7;M|C%amPhy8_jhS z+ij)VPP}OADFRUmug8pc?lGzVlfg-^CYq9l-#9fu+re0}xBS8FY4^h#!JYA?9pU44 zeUpFLqrd+;qJ)sX%62&`kWni_##5SKzAD65oT0ytZaFwNakgNeEk5is;&n1JWs{B5 z_px*j$|RIOQ1F~RJJp~scz)O5D7D%9DD`fEd;XrT9-a0fv^@{$@P>tMes5^OR-Wev ze)?p|s2yLG@4t)pMW^USTnu6^oPWC>_8^NJQm=V@v)`pLvmZa(SzElmU_3vuq?+d_ z@xq`(USc^ZYsIx-FZGc$&9?hiI4+N6Xr_rNeEn14d^MGf&k!fqjI+D8@> z7zR^1rlK>ZD9SDE9?K-&E8-^om%bN%uj4Ato1#MLp4s1PIqc?`Dd`s242!MPX6oQX zH>5%%y6ayTw-VW1_xb?ghv9{m4L6xzoz{rNSwB(^Ww~fxDhUmkK0idY_BTC}v@#LP z&ba-?W+1E3vtxeAfFDbbdTe+v7KP%yB3Cb>4WSP)ha8tuCm)MIl%5Y~{jD0T8xQu% z%8q4q(E03!h^!v{hU;>4Q!lXh`IWq2bE?J9;Dx8LVPs~?XScD#Er(MFia91mkz7*S z?jFO6xToNsd^{G;YH`IV?j0V|vdDg>#~VSX=UzhD+1pUO`XkxxXv|@?@i}|9ip>uT zS{E~2k~K6X-7|qH##o;+p>u@Gp{wGYW)8iM_%$);H6Yl>7QR7VW_EQM>{7i_`Fn#@9TpU-@UAK(&C zb>H#B+LmHDE{#4NGkBrRRev9PFuX`n(yV9Laf(JaB*VO>DbD22f*mR^vf=L?Qzi^^ zE@BRyvei2f47lc&o>!@+*sp!J&-7}bA;=-(;Ma1O*Pzf~8MlL;miJk&8+3axasko% zO(Gi*Znaeo5 z-9_LLR(jFrp*x@;=lDHq=VL&Fb^qqKO`$DP@3VBM5(b{@95lMzWbiICy0MRvqc(Bz zsz=9O?Xqwf5}Dt$Y~&2v7kW9)uE8JS>Sto+oLbComW3gT((h>N&A*c$j8VUGR8jYP z@$y3hblEY%`l9j2!Kt6QSY5Ti&xCU42J6Ps)CCVLQt#1rlgsDJP5Ti`ZaHseBNE8U zjva=#5%v!QTN60&t+wef4HFhrP_}!{=(O*kAJ3QL0}F{HR%(eMlmkf~{p}?<3DLn3 z)!JUqdG-fxSLNH!PtRMbt!5tI!FcUba~68lP#vb`&mCs?z3oJHYdW!PW-fCJ)DuCk z5637fr7>uPn=5LWw?Zq~NIJJ;iAqU#J>~$eU9UW2<+!n>2&bd5{Nr7>jQ6K>&VZls zf$jmi1B~^>3F##*bJr&g?N^*FLOdE1MNJ({FRTbpRz3Ene+wssC)e$!90&AztnNnE zuPeFkNAbK0U52iW5`8q{yZlNg+rJC?G3B?<=By46P{ic;&vX0MXqnqCq6L`9I>_fH zg=h8xkn|jXH|;zO>`CG%UfT8H$k4J3PG(fyEDqP<(VV_rqKWhmZeK<1A~R$18IpQj zQYc{DU{XGXYE=u+B{d6uO7|RI+t$tXn2isEoI5|xbvC++^1u^ek$<=rMp@O zDf7rrX2jaVr&HAFhWQk@ZI*>>K5lrQcLa{l1;{*CijU3*zn{k~3D^?^8C|>j*iu2K zj3E7Hx;)dUC+RxdrytL0hh2-;Oi@OEmxDM-?b_^hO3g;ig|@Q59v462|MGCJ(S55Q z1$)f#G&-yja>S&Vy(y03Ov67*BZR#+o11H-g4=8CgPSDI&|x6Td%X{ z>i@a&YMiARS+_jr;b@|LWA_hdX`5vmfiu^fmWnf7A=%NglI%J|ylOJ<8$Rulx=o0O z&{=u+{DR+-U1STZpj<+Hs!p1d_Bq~y>hsD9L9UL$Gp_^eEYN=}QNu zfl*Bpdd2CstWq|@0yQ-^fuKq>x;Kh!zh2QSrj;#MEWQ-E^6>NcoPg@KaVrM;cig%t z#PS{;rwd(!HE8nJZmBTT!^UoAPgB?CZbpc{hQ$1T+`VN~Twk{C{ZB}c00Ba9CkYVT zU4vGz;O_3h3lHw@Ryc%U!QI{6Eok9TxN|q%_w+g4eQuBU^ZS7@V8E!&UTZF!Yd*i{ zAQk!Uc{ECzfWiHA>xyXhdvgz8MQ5uu-TU_bz_Sx)hWi<2Zf@;Uy$?fRV-ju34b3|A z!Gh%sKmMQ4>vcOq+qKT4V5w_=&S9@+LHADKvYyb2RV0EhJF%{)?Pur$c9}D5Bv5e| zyd%257qkE4V1y26AjGJ3s^!_sAz*{TVQ#BDO2d?ZRj@QRDwnWkn*jw|fPN`(z#@B` zdys8a8rLm&;Z=UcYw!~fbFdiLV`F8bcgjDtY`r^LgRT^s2GOyNRz>JlAO3F4AmqxO zI?bqA^;@Iqq>UVsB7K#?hMn4v7ED6Z^{$hJwdSq~(ffP(dDA5PXc1;9?)x%&k3a(6 z6Ia$Xc-zbmJ!881(c#A%snyx{UCL5?73lRCAFP}jm1a$hysN)Xo2<*?&xbC{w#Y?KmnZV=VW&90>4k05^5X>Ec7?h1g$}{&Y7AB* z!5Eb@Y}}bv7>QAuw}pd|gb?exVwE zg1u(fq+}Tu0Bs<7-hlJ; zuP3R^TSHYYZL4yv-R}Gnm5hS-i)`A7cOz^ff$+q?&xTJ2*|5&mc*?0J!Mye;7rR*6FLH ztGMRHOz>XYs~-`ndE$V;JXO8;#5fZ)p?@8ZznHv0wN8)>naszlEF zmm~I0_p1eJDbH)QJVvg;DokhGtKk&|3O4*r=#!N+$9Ng$-2Hg3X^x&lW#kzS0qR4E zyD&*)nLt^qE_&s90JZQoySiQt;}Y{q#Bq>r2|I;nT^GlZz3>G(GE>v5Nik~u4S`y% zhWEl4<8iq9C`{pp$^zbR%`ylsg+z&S7rS~_{Ni2O*1W4Wm}*dG-$*Nb&IK@GJ2Ji5@5R7}n2{xqs{19}-YdQGM@D4aSyX><+FfF5J z4ArRFLqb5zb&p4|Y(=&#__g&aK4m)TFdxKr^pz=%5nfL#FVPIIi&;Vn2+> zp}GKcnL3Key7Yv6t&CI`Pxf8J*evv`c)j+*!@7}|kFJmpwA(HER08YnmR;E;?5Uii z(UVR()$d7SvI@cK1wA*MF0=8HFj2ge&|Wjk?}nyaW~(zfq+r+=G|$X{AvQJ8%zm|1lL>MWBkZt{n|S9@I}y#xx7?w=akzv!8o(}s+XiHo$I z`CXgwl+@~q7FR4cw+S}Pp?{hTc3!`@a2FVLW9=y)#ht)Oq#J>=DUNTtqI6Q}8H}(i zc!{B{&5FGtMuqxKf1PjJ;3O|VMH;B_gWy%caE++6a}wB<=ZS4|v9?Bsb3-M{a|Mk3 z&?>XlhIoK=MCbhG$JLlLYD=rmE>70a%ZxNxZuIpCq$CE|Lk7 z{>Efrtx^3MoLI1m0YN_va#oF8^X?;A35YWi6PUC!!7Vqf7aK;G_iQ|;#R6(hBZFgd zyA_-rkEPSz#M<2AEfwLBeLSgSHDE?7EmN#p)JwmSBque4Ud8fmO`u*?PAb$WH4FCX zuzl$2T96!($H?|kEvMkzt}!7`qEpFew2U7nZdvzvpz#AWnZwB04LF_5FHkm&Q(bx2 zl{Fml-vHpC5%Wt*FJh^E z3ci9G=|%x(*wqs~n-g@tv8g_{jmLF3)-kIwPl0ezihuG- z?6((7D&ps`{lc8*) zUgA_QH#WYs*5JE4kA1Dj3V9zCh0wJ?bT_+pQ*Q#IYack374UVgAW0ZG*wFDj^L@G- z@wnV_HmgW!g~Ie+$#1l5&*KVYw4UF!pQw)DjaE$g{B>YrXY-NWI7OVs3zGnIbW--A z@leu>&QHLL&;9B_7WFW|?u3cbXMu=)eJ*kEA+Sa#I~C(!abEV*vIG*m-i3ZdigWi4@b?r z`fA>VR37398%EA!?2?U1%i_tZ>6D*{ou@B@8IvvQa9oJ173 zbLIs=759iFQs(3x5HRcmSMx8$)O2=d|tC9Bu{_I7}U+OHvc zZCUsFYj7_Chu7!oU-t*0Yn5G5QhZ+Pb|*ybf&D~D)ejORji@lx{hdp)SRb#9r@eZt zvJow}VsTpim{131H2sz>zkVjMviIxj4^`_t`k%{j=pM)Ay`YJ@U^pu)HAdh)+r!?UK`GMt>H$r@MgX|;OB z=ah{E>?_ArkelVChlY;ag4l#)tU`#=~dSP&~1;};Ex=R1aj2%#+&T${RkOErda^G=f0r|Uu1 z{TQ6|65Y$?G^&1A{3CD>@e&Yk)w!?+u+(D z;0|u2rB%Py<^~+z^>KJ!w$9J!Aduv2kOky6mA!xDRsSt6*C0=471m+D`J+^$&&lxyRqXpw%Nqv5Ab>kT^dnMg%dyFpG%73r=_7Y1eDgKL4eDz* z9-!(j%5wgWCmI|MvxLS~svop{e=rP)WPeAT$)f5o!~f`JvNhB*#M)AEB@<@gxW4Pw ze^_$yYZDhEd9==YQ$(DXrG6AohL8Z$bb7d-DQhP zccaxlT?xI4x7>35Y^uasJkXMuqY4YHhE zxm-o&LNnX>vTW>>=gSiQ_+vj-xsmxczXPiN$9UC17V`v3<3s-atGSo&q09Zq~FOXYThCHOGBWJBT#> z%)FX*T96g{>YOayrDw=26CB4@_>(FLa(V*9;48rnVpH!!ZNoQ<#o4?0kW=Vocht_~ zN@vh~#MP3aob%*30oVFQ-sNRb6Q!JZZRAxf!I9TsjAZ9eF}V~9HpKz*8uG0v4d4{+F7b1^=~YZ8g9+gVHK?UK6EI8QZEG-qg5d(>WAb{v?N&F$a2 z^|*eGRu8@J62k_0Gg2a?Dc}Wo4^8Zo)xvR)OpLGuBw?nIvgtpS-d$OIJtkfeo;9Ax zTl}{hs$+_8^Iy%GB5#a$q3o*G?1`?Wq`1U;-PHyR1S}|{#7F+2Y1ew)^Txw22Spl# zvJ=s7oj(eQa9(nZs2Vhw1V;Qs|J1KL84o>K&sX7SPCt5`s91MDc#F(U@$zP}0a+0R zCbq+CaXd|c|Aoj&acgzrOiBaeDSVT48za)sIN9Na9hX(eCzTcqedZ z9m^NTocrD*HXe#1?1x9uRE`sjp=ux;#XHc;Yf%8?S3=$3RVa*B&*FH9I`x9>B@8^r zBs-V=Yxy;7sSs@my~JzE`dHO|T=z@;;o!YCpHHDVaveu?zjy2%f(5a1ts#}W&);wp zcUD>UDtQ*~h(0Rb*WO_WMdOXtuhg+aXp{I-EX>l%y)XbrrtLl(D5ecs?EU@D#@Bpe zU!{=Q4dwRF9Pd4Q4Xo{HXy;a$+^#D-`TJy;r@rEXv3vDxZx4hu%bamJw$ydo-eYz1 ztoHVGHzw>qz%jg>xKTW;*NzrKz(#kzQa;X0TM&5k(AhEF0`%gnFBAyx!`+&6z*NG7mdG@~n=yy`K0E;#*P`7pAUFb2NTha@wr` zspqFRMMg5z{eHg4PRKo1vzj9%CMTeO3Ppf!c=l~t0Tl&Sy*M*0xo?H-0ya;pxi|_elUGcPs`D1=a|YR!~v1uY0fT~aa<$~K8qO(f8&A`Wmd;} zW+J;}HmR3y(_o;xS5Y0$Lx?KXxB|%sDqU5#TUJ6P5Pqqcwzbf&1!pS+TxTlx9yCd9 zPedPX@P@V=Z+2T6|BiTVI6*$tMf`jB@@Y;VY1X8ve6ri>Zh2N#q9U}_OWrnyh&*k( zYqE|}lcZJ0EMkJ3H@V(fe|%6me-?kyDdC%u(axKU&|xMe(LO|x9LYs=*@_)7Qjxc~ zYcz&Q6^5|;5FTbCY<50CqUVgK)&_!QI~OA7NHihzr7pNvn<`@$a;04Dtinf&gr<8% zaHU#*yw^tvX6PdF_%OTKI=*I?7#W%zz}s$LvG9t|A%urYg01EED+ZyJWp+lj-z)&0|F+yv?N8)!>C~NNWIvB*h(<{@nr;zO22Pg;+7CUWYe{fKJl+ zt85_R8r3hn4lY~DMI*#MQ8J=A=)2cz#32JLH8}G!OGaBEzj4fNiJDaGP3HMi>9L!( zEe<11`hQk5b7)m<+lPUI>@Z`MXwFC;49zdVRKynrSYK4*%w4+ocX)Z`THStW@z}by z90U0(>q;f)SDgKSxqknFsEEGvJ`!|!8#=ob6VZ=V+I$@UCNjFt5HZFA{K7zT^>=&a zClkaVuoaWT-7h!o0r)Euo>$xfB_%C$QhKVagQch1k%cM*kYE(O@Nlv|uH%HKYp}c5 znYMNK00mSmz6&Pj=y7>16PY*(22;O#TYB&1`LVuI;um55JL^D*E z_ZElcB<2GtL6hW~vb(Dli@H#F{(Wlzp4ZJ~=%vYHKRPvPReigJ#Wcm;;1MyHWRPHS zHwm^`0rGXzww|S4i~_-!Tbja8FK{33%pv`?ji+H5QgA$#M1H&)Tz% zQr3vFYK(>^5A~#`@)3^y+<2^r;ko%GbTkfKrK1s8WI0c@NXuF;oWC&4fZZ-R8fD?G zJ6w2@%m%tJ4jwW%NAwaG-4iZe?wTC&;?Yp}a_JU*S`K@BY+9BT(T7+iAgs}Il0<@? z3d6CMH7>LX%!n@u$|Rax6*g8xRBfifkB|fZJ(f}ed6*Pbt!i2Q>}D=t>z#_ zaEi6)iZ=?f);}FKl9-RQSG4<- z+fgrZSK6wTd*A@~e~B&b;C z+&w_?`|7LW*k+SL&n&K-oA_5Bc92PGPYAAtodsU$*)H@`I>0RJh(32Zi7(4zKrR2+ zwpv^_y^qhr+Je?4+ujigd`!q1W0B&DPIbs`ib|&u7q1=N!eiKYw~=z+*Sm1HzJCnI zQz}kDF7)&GYrv1QDiWCx+{b>L)rMoQYo;Y(AQQ2V?qG6iE49yN?BvziE9i0dFzN$6 zbnv{?5ka1pcq!%HS?!I>nTN(UwsU4}C=>3{c-fLzxrX+3-Wrbt>d?@`EGd6h>~7x$ zJrXB5j^9s{iIOvu0(Tm6WZdrKkwv1DrgzszZy4)St$6#X{?HKjy8^fB+_~M-dGT{z z7E+iUvIIiAf@E8qNIV{^Q^y3{3a&=AdF}q~(l+WHE`WYAg`OWS)=sSiFY@I`B}pOw zT0Q*qL$|RpgEk;oVhBAImpUUPSylA#Ic{K_LkXnpTF7Kfnxs|%Z9xP73vQALyvz-GOy9)d zD8qkQL!N(Rqy`XUgjiF6AT;@h9|%>Z$?n_oC*5^YW13@gCX9XlzdiwqiN1Hb@K7yw zP1ThcHSYgKZ!m@j$ReEJx9BU-D6aI3w?083J?XX&=p1vsF<~Zt)%wh4=n%ysT4rAj z>&M3$)xR}rTHABE6$P`p9mI@?#rFTgv;V1FL|5_M*d|9#j3>?*w=a0{S){Ee$v;QY$%CmUIxZjND zKRoyU)5i!7QnvPEP)j-oetNe$jQUe{Y?46_Z zzl7F*B}@;=0C5hVW_;0qcpMfG(M4_J)c@g0m*{{7g}8J;>Hkq0{ydQ00D>5$Kc?~j z;Yn^lyj!BFY*GJnX6(QI+2{B8<`1+s_4lf;|KUk|&$^|+B0H@A*_HqN{m(CeA_j|7 z{nP*ZNn^y%@|;ek`v0JsQG9N`H-shc{`u4Y`)V5?5~4i|m)3r1{s%qLFQECo^^3YRh-&nfkuuZ+DL5dVgr0}LVT02*AAhHW?2{(@NWKbouo$J_dY zR11J+Is$MH-vL>2$|4}8UIx6umYXGts+5ob$P?O8ibbg{04J-|FfYt|HV#l>YgP^s zbSD4)jNOamzwH|a{G_Y_OU^?XQ4%Ag=7-BgxJrP6Gfh|b$0w(lu-fS!aJ;S0@VxC0 z2Qc;3F_#M$t6opdfO~J}5`Zo~bXqVgpdViACGm1t^}H(~@VbXJI&ghn0svi@E6D&p zLOYS6=#47Li#@?9d!EUZWs}N9Hdo7~P>!YVzKwuny7R75HiJLhnCa`pvnksV;Gpsy z5F0uIQs@P$&%(0HW{vv@I$jUejpq}Ra4i5{p?w%&`e2>Whbn=Upa;zG(coDrj&z^`!GtRP)^AO|SY2H4GhJZD2Jowi3nA6WweYqZs(2cD<*N z)XwJP{rUmc*h0G9z-O#Lz7fuiI)E@VKFm5PwPrM{MLmdxF!36DtZnVKiz3-DhJF=x z0`M5?7+UWq!r5k2ttUW~C7=@@Wcu$mO|XDP051h_Idd;0eSo%PXo_=@ar~qgV=@gO z@1WN8Ti936Kw?qXIQr$-$T1Qti*C97*8pzftD-s2alOdWa0&1gf9!I!-h|&B+IVST z;w`)wrLqL{|KFbhDQoNi1t{`wcv1UjLi3y56GH(2riWZxjBRUT7B^AWa=S;w)nZ*shec-4 zEu2rBBV@k#ZI|X9TH(1m_bdHM0J~jKwUn^MkHO-W^9&60cL%6s09$MMnYug%J_--x zb{!(|y0_hJmxMC}Ohorh6RegWiz`Ro@cmY_D^_VP;ZfYy3TS&KNupcGZ_G=J`Ur5( zJOlq&L6fZ*_6PG?aiHkHRe+VMQw1_}pX#0* ztI@7;l3qZ?YRRpThp!xNTI-zY5HDarw}xhm6HQeUkrvCDA=V;r(gqg+?_wU8?u_9D zxI4tdHUgo_D$s|KhL?;hCc>J&k3O8&itzIOv2y;%?7j+4N#2wugxlvvX zuO@u$vmYfIaQ*EAE>CyeE7V&C;Oz&`aLJCZ+7eTnt>GLibJBblQ&<`}NU;e~=y+hg zEfj_=r+EOBs&RU72Q;mYBS)@LuAs@nS|EuwfZ5#kPkdp^2n%Tj44pdv#&V)7?|Nqq z(4FVA+1z9*lBZRJO!ldZirP+4bK0RIuTmh~xb%4{$1Q9?dr|ay#F*VLW3GDhX zD*`%F;N`;o;tb4z{&$Ar0?Z+HkxV_fMq5_hj)KdB_>P+U)sRm{uW>~MPTcdX2ftaX zSs*z~-wIho%GU=Ax*?G=pB@Q0XJIz}e8dWk1Z>P43cs1M+BW|{N4^}Pv_y+AQ*Go< zC?Q>5Q{w@j=+anUZ))8>n}|d!8_~GlM9N@L=nZv8G6wHy59;ex(4g*?C>_aFL&T_2 z;ar_uekaj5YZCjho*m_kzf+0ZPPO6h&A{s{!F3vd3(P7=*FzcR(5qm%oIT)2Y>|Om z4I_5!LbUfUSYH|t^E(vJARk*q96Q+w5i58bzFub^Xve&ii19)h1mG_A7s#amYHWiv zDwYnwq$OJ8&7vs-`gDegGXIcRwBq$GTwSKV0gwY)>G91Eapq?zky}n-!1m^WT|ry4&X5$^z4yL+mzfi5LVf57SwoC3 zglTew^3=J|_g?s{bp|E^P=EmP@`^bVXYkDF+wPxe7;nR(>8AvcUVI_|Jv+pl`4sgU z#2_ygn+BoZFtXykPSGPiUn;GhQO^_ew<7V%ma(^&n8(Dlco#CK} zSh#tX+Jp3l<7kxXTq|!v=$_6GRM!MhMX-q3iYv3sgDkY#(F+UR3wop%%5+*CZ0Bv7 z66&&oVaEC#!mqe8(qh#Y6OCrPNxBBUq~*efFXDNKc~MQN^uYxae^F4N%#zQ(Gul$m z#tFIC7yj0ReEG~$o~09RFm3uCR=v)(MiD`Y>P|&)C%R*@NREbcxxB+~wuG6Ay1`jT zVug#}No100#V+0yI~Bir#84C3iH&|2a?M{(2apr77JK&>ANcsiF1v5qOrzG8-w`l4 za=yo7Dmp3MQ2WwU3iyurt@|VTvc_lZN7lkrmEtTgYr_-noQHSu7v?7`yyLH!6otrP=0!kN1r))n zY2W@hOHR&-Tj<#r89`&k3R}QUF)nY0A1_}_0uI79^$F~Jn%1*{dJK(d@deLdlDyYT zKI^L9jDu{25hF#H+dx)2Oxa-1vms2{##kNr&j*x@bVL~lcv&Wrj|5`7` z^$5U5&7Wc@Rq-9Tbi>el5H>tATA+aS^N1y1i0kJI|2c4J9+6rNq=$O6za9$V@e9wC z3F6?_W9SP6c?E6sT(mb9P~E>U3kn=5(CT%7kG5eG4r0uoGWo8a`PTPZP>a`tLV2(V z;y645;+7Z4)Eu4(42=lB@^%SWL+xS7{xCCe`#tB-U;#1gr*P6bab~(ubKK?oS)m2` zHO@nAy=;1JlpRIODrs#7hDPx*4AcEt<|DWW|7g@oGaJB1h<1_f!UA&|3=chzsX*o470(%6s8cQRB<^y7w%9+Mqycdb8=}1AKE8CN z@XKA6FeO_EuVMf{jU{kc(bdW(u(_r2+7OHn&dma)gi!4ZqCz4MVuut)Ge{&M?N=rS zbN#m%s>H&ItgH)Lc~42wh!VbPL!4OiKXBV4{bCZ~B#o z$qqdlm;P$E*r-7Ed&plo3t&~oR|GlC>2EJWX*4v4fZ;$E0ni~svKeortHB9Najyg- zX^zY&z=6sZU3t4arvxgFygr4hV^o_j-jDtQxzK%MET8#Vw+J_IIVkDPYWrKCI#}v! zdnbp<@4;>hqo*awnW#Q1NjN4P$=qZQJAp;m!v@I{BGcH!-9dIJ{hL`6+Wduw_=L!| z+d?KLQ9i5~heqXxh)AXp7XI3rv_$u4#{Ppd#tKzB%g)f>5)P4+66)3CURBJfmdGEu+Q#;@I=s! z(TjtUw*fdvj+pyPK4=#lEXMw_lnvS5V{h~-<~`&o@I`Ttf2tOfuP~45vILyw&HUOY z^$Zw$8{}1RXSvPc$XPVlwfI5*1ZNQdw?eQe@F-+?DA{=pOM&ejSZY8m*wuquN(8H1emuMcDwBKe;F81@NHU)@J6-SB(-DyWzPwpo%jXiDa}L6sN2 z5mP`!r|!SXPcwlapB(?J{>8s!dY9DCNh|W@2>0jc1f-7(d#<_TE`OZe#ac&naHlOx zT3lR@53}UE)KZzBF=&6v4}o0F>fYU?wVpjBz95+!yku;et7Uk1FeJ+zG4v;4rag$x za+H;Ory+#xwm5I;5KKJP>HGGBn{0ObcaM|%t@%-s;~?@4yo?%x!<&`2M480RmV)`e z(N_4!(p^WRGLMzqhz;54G!zT}#FtnvN7lU*g8PAh$LDKYUJ&NOG-eRX@)o!3ebet9 zKEoX*7kS$TV44=b&ja&N8}J4VneLE(WGbTYK}VzN5`C2e4yw!(|4TS77bg~CMU9N2 z(GDh)i>5n0sN!9C0ND^VOOBbI2j?}S(Cxt?cZD=ke_FrO6%$0+XL z1&r9*62qi6V*_PP@a~wI((TbhW6bb=@}B;oBwEK>i8*hYFwN346N}`SEoMtl(X{Pm zWMM*MXB7`B}sDkHRTJ$6n&uq^!Ek29jO^g_rW)*@=l33ZX;X>=vIO@lT5 z*efko}shRG_qu5O|LVx&Qriu6^!dwm)tPNyw~89X)4>rMoXU;M&ZYYoHjcp_m~voN zb&4-RTsDVKtpqG@GFEyyYqP*lzNe{Q`K=4rYYye()CI#va-XyWzc+dpx^=j0(o(7_}&2G^A!fF-x%dTmp{6 znWQZ{cNnHxSmxuqL~Whc{KE95e7E22PLxiOE$4$CVnl{zPW%0cv*=BIKlIp_EPUvm z?PsbXGtKSwUy@lbd?VS2d*^a%u|i_-q`A>Ja38@hb)4oTYB2qab;D8fi=ZnkEXeX6 zR{=qF)B9X>GT>OY0@&f??cW>25?qmy`f>fQyhqjcEMyqJu$wlCY5AV7Ei+?pG{-2n z_KqJ$fT%QTH+-#oJ9E`2bgBLEdt7NxXPNl@i+>vMF74hY-TE;S>kehtbGI0%u@>m~ zWo~QyG>7s?SE9@s&yL;uCvCc!e;TrS9|5(KOSdtJ=%{oIYv++>8MSZqGQeuPl1**D z+ir|JR=2{q!F}INaXKNbq2cT%$iEQ%Q}>lgdv>0mi(RG5hldwl=fYH0<6?tfF^T^Y zt!fh3t4TXNHColYQ|O+e7Id!<2KCX+gTvf|&BjMt|lrq0m}$62xFe{WhYwWx(XK%<+xP&YY>lxVr)u-j2m@ zG*5Dhn}l}LC_fN3&E~rWWbQWIb}+6svHTCXRFks}+KvUSBD^IGi{iPUAQwSBc@9ac=@ zj)+DKUYKy~(o!LmIzZ#z$(#}!zs%HY=Ku)^H;V9tM7B!wZJGhY;S{{^ApI2Kh#1Ql zgfa~Wp?o@Jo40m93^2&1&Ki8R51LiMbNC$Ma zOY(xWA(;yGyRB*xCi0Zh=1wc|K~aLjiT>DruE7_7t>cCj`wnvrh#JEj!CyMG(zZacUgy@_@^Je!Yy!}4V;MgZHXlv>SJQr-Ygyw`ky$4 zxATA$ZU_fItdjA*u;O@w8BH0jk9n4E{AxjUJF%+4%wpdXjr%i$0h}KU?+o<#Gb3#I zkEQyJ7xXSyVBCkq1MbYCCHR?s9!Fuzv31}FxUvul&_1@N_ey+JuSO^d>i;Y*HruMh zx`J|ofm-p6OT6mMfFY8uh?Myj#p^dus^ejB?-7adm0!{IQ6;gR1?mnE39y$kp^sNy zN0B`+w>xmgXkCYn3u-Rd8I6W-u|@MLD#9zglVAvj=eXq?k0|bvv@78*%?WS&qoa=W zMq@Tw$yoUv-Vb4k%6AkvuX4S&G2KOWuM&A^9(U#M5Ry5 z^Y)(Ew#g6#coljg`fB<$;8eTcMl09aGWWNq$sgf>BhkMM@LcH=Bos^@^7L=)ZgOnA zmuP=JWWV|h;%9Q4{8Jsvso|ezC2k+!A1`6ZV&=URf&Wypj(>iKa-Ac%x1%A9N%lr$ zJX)Msjkfjvv>O0SuaZJZ=~aV#hm35aVaXC8h|0sd=4yZhs3+I7**s0K^&1=e){Rr% zBI^gH!lvxy(Ig_xv7SlCQ}V=@hucNV-^2C|VVHvxM`yl-G8<|^I>Yh5slSYwPVgdG z;RP>o2w|USg~V<0t9sB|#$mBJ)s?y6LXD1)z-1jNj1N&xJs+F%7l*-hw9>b)qhro9 zqM99}V~lnk-AZC_n9OJ&_Fht_T8YZboAs7|&i|=2VV0rAUvq5xQ&6h)`D_TNFf1G$B1>A zBK}x@_K5vI73UsbsCxNR>KZ?rP`b}|Ua8Q8pDz$giN5IhYWk7XVF%slv`2(!l`HAX zcxD%p0u~cqC)IIMI5`&x7l}K`EJzad#KAC+VB9?>Fw|1#R#ATE0Gl0W~KUqDVg5|Ja{+dqTrA)DMqzEN?% zinx1*^+_djKI5kJu=*6+F@rmbTlX~NZ=3TA!DF=jpBlI_VRZJ1Q35P#UcR!Le=^g? zQK+2g9h))rxUd~%&BCW`n-<~XG4-ST8T^p6rtTG!v?HVl)i^^}-@(dt;W0kNjswmp zTxROsRbzh!C?QoJl2Qf|i8eplb_H97y2m?|xloz1si0sg|-`pu^lwjvA3m63NCw!VAhnG9WmO>}N6{W!>HHAUvcCs&|h@ z)*Sn2wAAwhyA@oIoSXy=wu{&f3L@J|z8ZN+X2^K)<;#;Ru(Ir#xW2^{`X1zA_d$@e zJw~+S&d{!%#O%0c(Rx?;BlC^%U>{uf_(=I8>jhCPyeeZrV3;VW0TWlGOZb{XCjQgz za#zI^?n9mE>wtGXl~sJyG_z*0=$asq$b?{KW^^8m>}rFnm5pheFxcSBf|rC;Rmc7j z++(Wx%@YuWTe3A?)v2)W#5`81>`y;l(uobU{Bg&bsBcESBr5mcfb4gd%_M zEn?tHabco1B0~J7pp#AB+b`Q!B5~XczA}S!hoX>BUep0(0Q+nn@>a#K-exo@qH1%4 ztq$$5|1S(YmniFjc_f`ndEC}6UfUH5H^%&~kAgx{FEhD8%I3Lx{uKC+av#U+dopDw1x~>VBu||N+hAC-#NCzomyu7EUsjA@!R(b-Oxyb^OXHpTN z=k=P|pMXoU4&4{hpsMlpA4RcX9#rJQk}ZyuxxsH3C@Yu!bpJC?5+`&S!_D__P5>_dZS|^AGkyA1?+`4 zK}xq`$ZVz~vA z73IwKYvrj3v*H@q%T}0bLCO7rNsq#FsEO%ysj%IlYd1(k_Nno5!JY+2 zg@&4dv11*r`Vg`@zr4b4d!YC{c$@$0-r21g2tG)H1gMmyz|b<^lN^m_rFGh=%l+rk z&z3H?Ca+trROmFZjMutZVR{i$x4b)r-${M z6V?9HhI4PNpnD7ua-Vhbt4o6=px5`W ztNx@F5a2{z_mGAs(NwYDd6tsNGAw8E z3|E%Ytmhc_Wm=67lj{^pBt;LCdx483HiTbp^K0vbX~LuGszp8-L9lL>i$=KQ1~}60 za2tryNiJEGW~fFlAv?B^|u zX3Os}jR4zeF#ilqcTV5mS5)^}O{Mo7o*Mn(oIUR0b>rKSKqTe$i+vzBIaG9qhyC=l zlVpQS%JhxaZ8siGwvE767#BZ*Q*~H4fsuo_H@r$5&)lB^h` z;`jPbolhyNoja*O3I?fb>0Xf7r>@*8m0umwar@)xVng4w|ur4kB#X*(D_x6>|N0go2x#xaf}1tVCE zTS+<-sL_@Ud3G1f85vsd=Oh3ncui1+BD%1(Mmb>9#~U3Jhs^O_?wciE9CLOUd3#w) z-OB|sY`<%w>bt>Pe!kVC@*^g2<8FisCu4wR;HEyL4=k-YEV7zGuD@X6hQ49$2)VOK zY#ph9;)=(?SnET-@DVK2bTyRSr6*Kkwj68;Jm!P*e3BGzmx&7wF59gkm`wd`(&2B4 z>9du%?)AtHle+VN&^?M~?n+TKGO7w|;bu)n={|Vt0@x(6hUACG zC^AyQV3q}sg`|I;eZ_k+;MJEmb0$p; zm8W;@5B*3YotcTvYJ5c-^?H8s>9$2E*Hn#<3kGDGs>pEf=2rb_%ZBs1zSX|E=c4KV!ReX~y#bg{GAlbbZ=^>5k zFkN9@`I5AxR|v-x%>HVFiB3W!mcAp~g{W1C)k|@P+ABVN=E{1~FHtDZJqobfl#m@)2!y&$Ph)R;(dsJb zU~HQ!#jZo%5f%h45}`roh1cN17`&za_*TP+LbMd1UD z3r%tyJ!>!3(mi(*XJl=ZXuD*EilVB}{A`2}Wx@1QN^3bt7EKHQq*O1luhMw&( zchJ60YkO+20uG54#oU1UrTL2Z0!Qn#>o*f>(E88jBDZpZFl42MGK0pgunP~~n~LX! z<|iU81>Ii(o945QX3AY)Tg?@z^;fxSbwVxTffNGi*9q@=%6g2W&Q>f|NGpxhvrxlb z!|iz?fvRJ*c0i#7$EQ8+!b;s7{~t}74_{ei3-+9+=tI;ol-4#J;Xg=~Uf}Rd;+Brs zm&h=E-=A%>*BO2MY zJ#Kl~4|=jq=q(j}L56M+3VZ;V0FNVOm@^H3Yz$O<(6h3)hq0xs>i-}1zA~!Ht!rBl z1*E$hHXtFJ?oJ5>q`N^xL>f1Zba#V*NJt}HBHg8Qmz1zUB!zG7bDlWQJD&H9@5lG^ z`{Nk0?^tWyYt1#+oY!^Dae{l3oJu}VrU#ddYR{fs zhYMcH1@&IrRg*CL!EZcrlp}UP8HX3Pi^-d;w_AgqUG~Gf9+(1gqZv^l8A%btgHs>g z$+4DgS&zDSRiwaQG23-l*^?nf%?C^2D=KaP9eQO2j{6qYDpxWY5mTS~_bkbAm`&%- zKV;=WlcvoH91e6FjBFX+cw#vR*<<%xGe3b@%Y>g? zkO${zQ+L86Y>6tl{evT z**ChrGGMSHM{Cj6tM557WA@U4EVXVG_uvYu+1G$3vVLK5PDtB+OL~U!5oUAm+LWlc zjF=6dJOy3%{ZJb()dWE=yonU~`{@-gf`~q)d4)C8jP@ik)h>^{V9j9s75~elB>}Ej zLlW7OFV&K^zdO&ln2v-oHeJ3{Q8l81+_l)ua`itNk zHEJ$tC9)agl+}}F4nzY^#(p@?y@HtAu1MwWdI#JUd`DDqlie>zb;Gn{L)$$APigoZ zAS~PZE@m9Ul8BVBY1n4~vvDHI7Tq&eL)n5yo;tQs*s*B@f6syaKAm<~=uz-*kKoODPh@YE2M#9om@nMQZ zX`E8W36-JHEeC~Pu#jif2uXNGrVT!=J>JaORCr7vBx?Y zsBx-S)Fe%WFGXV};p9w|TW z>bj{0>dxmJ?Upr3&oQ?|%e*O-R2U_|NaY74ICqq$CS5Oa=7uCo@dGvaG zaSO!B$^LiYFaSRkW)OnXC>GP;X-ECLQ(XtXU+ji%ybxvJ4eF!5E!uHI>^}DzekAA<|fq&kKK$M{|t#^LU zv9^@-8QuBnVEcinPiJykZDl(9ZJ21_J=vr%dup4nj%{X_d}#dlV^b$5tn=`wn2&4U z3CSY2!hR^9dv+|6;Yino6g zC3mIf8#W6$6#EvqnQXvm$CR>JvrCQw2L(owZc<&ke%(TLt33dG`R3CQdcg-Q~eFks7zM-G^oE*8%OJuM@I7&YNw`A zgOoI+WTCtJRGf1=YmiVR_+TT`y|W(GNsT=6T@ep?23ke6ARQqs_0t*2@2I4sT{bhM zR_tx{)z{tji_tit`Sb8sDiRVlKf+C9=49s{@ScAc*-Zq=jI0f$>Y%fc>oBhlnh4r- zi|@wFPQQ5AUlub?IkWO^wzV?U=N>Im_ktXUgYmj^Sr2+pQfd7;rL#(?5iu4Mz2B(_ zb@8n(aw0m#Z>988_=Cy*s`{6ldYD#x`-Q& z$>WOsUY}d$wB)%>JiNWir zd5+a+@`-lg;gbOiEwNnRu{D}Gb@fT*(O>Im(BU<%Q@TgadR|UE0o7M<{iSWW$bna5 zpRTh`4&oHNKh&B;hJAhVTwU&mO(JUOge^8r&Zcx!&M)_6Qt!oC<8Vj&D~S>z=uPq5Gv&JwMt z?2KPt;Xu|sTZfvHRBUg1>0F$?^mU*A<~C35lJF$0bJBg|Cd&f0QtCB)-xA*pV|>KA zF3A7nDMhcq0O`BP!|#72;pW;`Cvf`z@N#P2y%ZB9ld&@y}wQTz!8CZlEza^jdKvA-ZYO6?RJB(JZ4yHOWlQ zB1{isPxQ_`Eff{6GAoI0q}bZStOynJ z>C{shzo}x5sTk2S{Ov#e148q&TcW$z@ZQ=I zZ7s~-{v3Fd{F8-e9kOsx%hUIaa*+~BAaAc4AfLS(SN_$tK&|?`{;ReD(}Au^2;8pk z3|Xjeqduq8oTK0lsSN3--Q~SLSwJp61xCsUf80b*59#&#XG~lks*5co#wOL4H|2)vEV5RmPwBEm>W&dmar5wGeY%l~=_g zQ%G~o*1wlz*-eZ*v(eU9n+Al_*3&`{kSv}V7I8(}#MNX$r5|m+=t(*4JRScgY0Mph z7go&R`f^CMv9~!-(?fVyJL}YAdvZrW!LOgR)aDv1aO{rj^X!g|xb~OtGkBX-OXs&! z`@#|#qqVK`77KY;Mx%N~$YOX!y5Eq_-9?Lk2^${Yeup%vGFh(KB7*hAmu*sj|2~Ld)$`G207YdhS zZzis)|7dFyPg*w`DH6C2f{L8_V6rVAsqSYfrwF@z$De=xo0%#4|tS{3ikAsn_bi& zUH`9_bx6{J@t`#hrLqf-yk9znr!i>HoD0h|&79i+|k1g^QM&N*Ox6qVmT$ z{^ggyT;{(j-O;u2s?{;&+h4}@FRlKgKbR=U5D4lTpCG~i{N*o?Hf_KKi-WF z>Hqbt(u|VhG#2{RuqIJ)qxauu=)Yz)t!b3f^xglQ*t|WJj0fJ+8LDfB7xw$gIQ*s+zyCnOw+3 zz=(ak)06VIFZ@meI&u|KX2Jh=-ys(n%nqWC^Xk8S;cpqx_}fa?q5ty5|2=@ zlbZbf3w=T3_i5^)|Ngr_Kq)L~_%V1lyaPeTSp)nc$BmbTY1R)5GbgTr76-b^aee#m zvh!Yvo4D84P1CLA9+MeMy#B8x+Vp;3E#Dfq9CczusSE)MTsNVnN}P`ba09ymwrufL?C=Xq*q~encOc4Uu7Q7a z!f#J2e7&KIE|aGm911T`AR@?Gzm={>jIZXViFt;&zF3BIZtmgv+vIrHd4OWX8tjqE zq&blxqJZCHCwlTdKZY2vUi7K}Gb~zxf9~*^F$W=6JKRCAVXz~c$(pK!_NSQmGKVFz)!J#SfNipMqe`5AHZOjk{9Giv9~Z&iV@L2?0{Sr%TsO)bz3rjXhR#G0 zoJ~dZhe)3Nh`hQJ7^U|MV-Q2n&7^LM6zEJdK34}32+~?H7a$0| zfg`@x8sUrhjh{Ha=Q0*}!EdE|g0zl5Nc^_z$`d#H)NsBnaoc!4XmX=*Y74KcZ!Jr; zPPcn_SnnJN-3MI0X|w^47^h{AK0rKFUjPqh-Ff5#kLd0d|5e3{N)gk-t9$|&ZK_US za0_XdZ+_KBfbsh@1E`VdViP}?Vtjt)n*)lQZIBS4frdZv-qnm+9#-@6tYbGmo3tuA zPX~+cOLRwSrLgU}RA+5GnC0!d4xhe;69LHV1OZ!FWh%>=FFeA8SKCj|I};4F{h+Yy z1mL&ma|yB%XlIO@2NI^)z6N;4sXEl%X{glG^E`*XuJCH73Vw}VM0ui=_>*0 zEQ*w733#4K?*##$ZW1{k+0cE_HSGIZeeJPJ#s2w-ds~gi?bWggSDn|@{IW4|!7;h_ z_je)Ga}BrIXDuHPyh-x*-b+TB(XmnNyp4HbP?3~lg63{}6AFFU*Ug6-@h-GV-xtPBGZdxM z^6F@U)S4|Z*cMZ3co~>JuK}89=yP@JI{{%(<_K6HAa16!J0#Xi z33JwtNn`OihniL9u&?=eRktXmd;z@{#v^4h*SL4Jc<7TNtgP~g{Y%K5n{fbwsKAr$ z6Ip^s*J@zlHG;lJ-Pr^MXjrp7x6<&Y?_VgW706GnTVLFKt8dc+Sc!l}$XrjOsdXK| z>=J$ahSTgKf&or(#d_7fw7zq;fF7Mnl{d;eX_=v6C;M~ znelq{ElIRDBs1?H-(1r72~DpFC;ON~?YR8Cx$g&PKSI@j$(4V))>y`gpl&oJT^@4@b?xvLrk=w* z0c#Gwcyiz!_Xf80;Cb!ES^KS#X}A zm??h}I&i6+I;8Ol7B!q?ieGmgLCz zAI$G7HaU%jTnqu`py=A~HB1Vgm*^Ssh=Rg9+X#4;xn^3XB;Db;RpN?7=rw;S+eX-# zn(-@rj(41!uFNsa!ASXsux$~q7E`%~G!w>qjKj7Mx?Fcxz@jo}*)uwPOwsN~*0wn! zdZHqh3_~`rt{r$-S^!f(PKin=1cY;WUA5!O*buWCYVDiPq(e(!sI|-Mbi7ev?o&^e z2Eo*xQKW&5r$b&Ie|G;O(9^@;`oKp3jz@TpgS++~qwRBrTN%UYVBsnIi@Te`ZK4;^ zC+=mx-d-;|kBSvjp8G|0K{pv4V0`%0m?vkF$(}{Sr6m`74Yx4j3>oxdk>7aYbuOJWHIXR;*Nr6kFzK6ucs(G!bCYf{V5y@VR0eY)z zac-Dcsmp-MxI>ZV)I&BIlz8|sCG5Bj{<|M}B+Gp%E!@wSb635>XX3T!^*oviFUt8+ zm41gipEu#R2a$9;G3lQO2+A@?9M8}yX?xEfyjyGm7BKvg@5LZP&-+O9oo#(|Z)M6+ zZndb>j~O>rvmQy}@lf*LWZuio%fEl9uVeK1llR7x^yFUuaD^#So(I@`>;joQo$I7w zqf{I_2HGBpNWKfzrL+V;35yd!-@vJ1fv}J3Z>)Vj@FPtmyEG9Uj|e6+tc&!Vdu9{W zU)j;E<|7uwN;_I422@F*C^{|p4cM|&eT(W89JnFPnAAI&jJS_&C*^9;76W-e|TX& zpJBiIE-+su=k|JA!KHG+08rS&y}>pxRbH$@4{|swcoz&lDh~~mKAgvXqYI&&2>lh# zR<6jnGAyvX(9naP;6f?K(o!}Qt8S6KwOzF zoX!(BjwthX`S!O7d@|=IaWc`Ev8C}Bus`)PzPG=HQ~^Ez10l`LQAk8}Q@}U6!dQH+ zl`N$qfsY&Vjlc&;2x}}~b&nCHixtD=#2*Tnj{|MB>T;e6VTcwq@2ZzF%Fh-%erV=9 zsVcyi*LrtM%DvT zof|4Yo~|6UHXQHoGX1wyqkd5GFsC~e4MlGNYuJSespM5z^mAvz@_lz7RkLCqCujOs zl6&tyj#PTY+1Ht0VkKkx6k`O11$>icRC2A*96B|m>V@&3&gsl8HAn)k#fgLBqAsLO z=tA{i>y0I?iFMt*oqn1C&rFy%lx%%|L#+EySx|Ciy zzuT+}X5Scj^R=~nzNcf{)N}5?y>^Wi!AdO8Ihbt2p)M3G1zP#@ThcYFR!Q0y+TtSjz(*hD7el&M(mg31xIO)=xA4Dm?j~w-ch&iFL5-5Rts+b zEu|#PyLDVT>;Ub*Q;vR8ksiM-_dPb*$%U4l!ESb>3 zk{bih@Lu6I8?M15NyR`Yk5xeAONFOyQl9UhFMwi>`9Ro#DnHLzLhJ#)3Bp$kMR*hV z4otkb`9&uR-M0Y7-ia1~(`f_5KGfz+z3#sb{LBQYv7$Fe<9NjD_j(rGpFqYlJ-!f# z78Q_8Mx||dDob$h;1l<|e7WWXtwC=52M!`>&t3&(4!`{>avY&Zz=fkpB2Hg8Q2EXo zp=FU8A1ukqhBJMx=`-8Kg8gbHk?Fa>*5-=)OX+?Qs}sCRseBwv+NMhmb+(k_Bkbb* z3EF3uz;#Sfo5ZW3K_8W^7GoBAB{dekk-$3STM8)TXCZ|oL5_x1Z)3yeil^Fjt!q(e zvvesc#Xske^g8N!1?Y+%8c98`BS}M?w!Dl5@;y7*trwz!#=c3}C6WcTF zrtepMaOUL{!`DjmCdJC!1QDBI1Z%=vF;4DY)J9ZC?1yrktOIKUdr%aYN6Rew4{I5! zeBwA~ilgFw-P3>YygpH2_X1V?2B;XXY5fM#Q2oVPu_@P2<51D< z!0R@sMNE9X7(9D4s>4$L&KhmKpxL`be%k2Gj$E?O+-cBsOe+f*(47rWwb!~SVwBQt zR-iC?tMwOdzVg}?jm4a zK7Mv?%t$6}D?ik8Cb+zYElGLdHfdQtAHs>qcDn8%eTx;%4^SAqZW_Afo0cE0?B1>a zv3cdP6q57e9?R>`*`B|*AW{wx_RZ8aH~(n#jtouGcFSpJ7KkDUx{}ALbj2w7*M6dv z{BD`z^K~Oi4dBw#u8%WpbdfZBdrDX!WLAZ_G#7me@pWW#@|e+M6JhBVDx`D|xm2~q z6$7!!*W!_Isi4@kP;v94+)dE$AZg_YJwOFn^PxkVerJzod) zP?I3(7V1$bPIrpY%f}^1A3CKor5J1NvCFoFg}6QaahaAexyjg9O>li>@U^ATLym4p z{gk-W!`k@ac0}(7&Qvf1O`3HdHB3h`u8F%!U=t^Cj?}GRA$aW+UE(6|6h24Z4?9Gn zoKdG-7DR(Az%WWiQ!_Cl2x+hL#RDl^?`z7n5eRh-}`5K-z89ep2aqY*?)aiQeJiZ?ExX_roB5y@X z7~3M6!<|#ieetW=QT{yB+$U6Vm3NZtS^cuE2l85nq?3Z0Mhn8~80!wET+!5m4zaj3 zmT_DuYFc$kh-iAHyq95)*TtE;$`(uBFHwS#kcgFZhb9B4F;;-Y3oQTpPqymh)jokQ z^%iNmXo(#A?wZK3=~5g^ShUH}ck6ILxWVG%4SVC&rURT)SZV$i%TKe&^{R>3uD51J zgE5PdI6HxS!4}bhuR}g&bGi2JN_Kkia8B(BEA*)R{M@i+o;iHZ70qluBiwGoKBtSR za10OLiYHI#5&fPCrFcMsZ}?=DGXP56X~^BQW2Pca#`NRE+n^Xk2+2Q>lqE_DC~Ro2 z)OiRNJFa;JtQ%623OBVClW3*M16AkZ)g__m#ku^gejMD|KrMZw>4(l6<=o!Ysb zYa8c~#avcqY1{WS?s}xA4;E_4+o#&AyP{ijsJ4uupq2{E$q7r<{iYT-*8b%Rxm0KU zTahT1sz;&IsK32SZ)r!>otcwAZ_ArjGe{bI6c4r#Hy#?+m3yq}W@y;<8iiD+TDN-{ zA$L(ZYfjj+>a;*`*zL?87nxUO*`hrybhEf~hO8DI9i)LoSuhjAH4YWJ1RL6mc~xT3vsDar)5~%EmbVbOdUFrYtwTW5|Lgj$Dnb;jgH@z@{BUm z&#Kvxo$VnQ&Xy^~pJcm_h3lI-u9#2fi+y6oi!$q%ujWrk;GfkyI8Yrbs%Ym%-xUPG z_r{cl?!;CiQ!3trI`iaEmmHP|Mh5<)(|Zs zxPln9AzJ7uPXg_L!p(rK?Mywv4N9omeH(C`#0tvx(`RpzrU{a~-i zZEhUq|0v$AY+~o9kKxp&UQf!90x$6t_RR3wfeWmtA(e#7$3iN}6BC88;02|~!xyu7 z$1ed(hqL+XPyLEzXSK|DUCJ6zxBv=31Bnen)-B~H)m1_N+zdc)ssk@UNQl{-dpgqY zbge{t>$NKPT0c6yHgQ^q+(Di8j#K-?mRcqvg&TwE6Ms!T1ta)_H}H=^In+9a$CbS3zAiriAMu9&*RRWa}S=do61}X6GU4 zLH4z&R8s~!RTAwlM1DY)UCozNFGcg+bVh*++ixtL`%T0#=cYqp8w*h~m?qPnOCthT z)=Ab&b=w=zRodMhl4pgm&niw>msi$E43FDbNDeO+&{V8ZW(*^-TG$gv{H@o~*xhG7 zex&jrvydV!t6xANFO%f`HHW7c!tx^N@Xg}krY?U)U+>95*K+@P?D=jRgS!U9^?u!&+tNt?RkYt`x^q~MDOckNd@9=bESG&+Bq5fm9=tSI&aGB>)oCfs$9~_USVk?sX@g9 zCu)T@0x?&fTVl_`ABWIs`R$B6Z(B(1f$2vtt#5_W#yyUWCL+c0qdskp7s*UiZ5#v% zv}R=dD7r3#N=hnDcB9`1;U<(<(`H|KH>tup5C_`t3a=aqjeIM^j7l5*%m+!f&2#d& z;JWU&r0Xxw0ECmyDL{*nX=ju)$ASvEF{1Q+)BEzn#>i(ws!JzAy2i=Z;u*DhPt}=( z^i&1UCbeuYnh?R*;EoR5gw%vQ1w>J2fo}RdHBs^%`zYIkE;r+% z+K|Qv!XS!XsHsver!s-pLls3-H)5g28&@&2BZVD%%Uz6-Q{6D%s-5zr5x~zrNu5hY z=PssXbR0$J$rE@^6^K0d3?K_EwB5oNP=8+k!fN#h`p_Kzbxf2A3*J01-+wpAB zmW0~_VLTrYPC!?)I8f{}hX=211mTzI zS&1HxX0by{SSYvTLRqFye7B_%n}f{Ty`Q?%XOV9S+O8P%iWY~HJ}k5*mG7m-NIebT zv5egJ(O0~*MI`P>KMXs9qhsSn2uh8EFp{v>_1!!%qI=7xh?GuKqQDK}*w1~SP=MQJRTMV%+Ib)KQ?W*;lkNGZ zxI6mqZ0V(p@9ABU#ZX+PAVOyJ=CTi?F%-0P<A1v2Xnok^LF^V-IjXR2JT`6K; z_}uV@!|w5;b+$tUxg>*Xd(PC2ab|xqq!bN@jbOz@C->tL;ZE8RXC?eV-!);dK`R}_`PY+2&lAVty%NLSQn zuM6r=Gr5tKrTo_G_%HROH?sXQ}B4lVi@HffPD&JvZ=&7%94#B;Au=`1_ zm|?ctuFyk+OFrY_lW+U(&Ff#zsqjpAwQOFv_mJ7}Di`j(5ekOVWWh#RI4GTmpmr)! zOKCJ4hx|Dyn`!bQ+->U#YQn`GS#d#dp%a6sxRYV+#U~i7G=Jnd<)ED83Al7+Zie!2 zVw2d>E$QYG<_v?hg!$|JyUaT??ZtYcwVb}Ap%a9W8f_~w7f7KMipR#$-`#nYx*&}_ z@lFmoG^tY?5(Levb{=vKW9R`A4D-qNs9ej`VDfTH8_1<$<3snj1JSuCrYoN-exUqR zENFutOMneUe-%@B8H;xf_3R~~w;u3f_Tr3pym*7l`mWNIiY!vHOA33d^T$`KPLXJz zXj0kD^lGco)x_&D861wfh1Y{U4qUcYkT2N&`$1WQofwZqr3p07#-lfk2^BZbTVH(o zs=d=}VMWRt6uEXsLszedX> z_d30w+Mq>!jvLa6styw9kN1xGj!*B?KsM=5eJ z4OPj>{})rVOb2uL)lO*eDEQ>0ZYYJ6vUgH>5lIXNH0=Aav0CaiLD+Xt`-E80^%63k z7G;*XeG>;U(+D773Aq>IA%($N9y|_TBY5Nni50TNKYfTRoCqyU=_ONTTyJeU3UjJ+ zHm(y9KD?)KN9u~@fh^OU_AtrvvEW$94a=MTDg}Bp*C==P*Lu@yh;(C=#2ew! zPZ(jCc~#Go_$qu;v+LLri!oD5wu{+JH6fUV1GU2AV4JdlVaw&Eo}X`VRmI$Wa=!?X z<zQl4T^ANt$bXGufx{}><)oOF=XbSZ-FKP&=LVUI zn^5M)`8KtK(7o)_x5uS(v4P{L1;z-G&loX&yPL#|Lkp|;q({80r6@pRA^=7^;8@<9 zq_VbhCbXTIppA5*mJFL5Ump&jeN#lNoo0GAHwxhk8=0mI(5QYj2NK3 ziyR=5Lgh9?_qE2u$m*N=*>Ux*m#Fy`K^Wf;Ii7E%$tM8&=n!KFFhm(ZRtx*oNbZQu$gF*gjMCwecsHGGs@O z$SM>hBs~`{n(di!E_f~+yFWwQKm05$-_v_Ld8oZg6m21p+Pl5(=~5+WkaXBY^`*!8 zIOaaRxavum9wzFJoJbh466c~%OgO3z(o}_^GadeS(0Gd~ApOY5!6Np7!8KHg(MKyk z_aNY#m7a){U>lSdn*U^2`_S>}l7O{K>U*W{&H5Ju8oD$fj3nb%g%`1SL5~_SuwP9n zFpDBjrQAy!>73R)@lDoAf@=Jz@sFIy*Nb1J1#@h7;;slX z&{isE2Y{$vZ%Vg6i#WfPSuNM9s6YxbZ7t!~U` ztMF*Gej4(S7l!yEeQpePs5x%y&jl#;RWO6s{6cM@CQ=NwRFf&99Kwz&oHT$Bzrh@@ zmM!&E1oGvay&(FjfJY&jddi3Siskc`Kv+s{6dL;1;-?Zt%eEm1X*IWT6^Hu`; zZb)KJuLkepNKRP$o8Q!Mj<=6kh{Xry-b`qa2fg#za!?6CwCEl7D_g-#f=F;c9Kze9V)_Lci2l=dPrUX ze?DYV>fBRs9{Ax!oX3k(!$)U(m)Sd4d^DLan|8eVHOTWTLy#RX*YisnfhEm0{q+R| zTvQ}cQWdy=n3q?;Q=$oNqzMuZT4Dh7S7cNq60e8?DU^tJaAWx;h`*_(8@PU0Kacdo zmDD5?AnXGoT&Xb0o$Qzd9Hd%-+Huki=$x1ZpL!wlw%DY*7T_^29c5yxRO_D1&nj6 zFP5y*TF`Re(rLtNtU1pXY;1ThbEbir6Bu3HZbf1RYoAeaC={maFY(R1+hbOx>+)kZRuE~BF( ztl6lXFI!xf<$v78h35f|(GRZE=>^}!P`F}QM`yA97sOa9J6i2ARA`3}GP@5VDa2{) zhm)J&tsQ7CL3c7-sxHF*1BUxgTx&-zoheO1;4k@1n*Z|9Kkf%0Q!W$)m^C0}pZ;$k zdHzxWyS0(qinrbSH$Xc~Bmfo*Sz&4pMSRo$1x05%h5)nLI(A+B9kfrz4?yGSJo-8R zzy|y;Pb1|;;C|;QoP7QQ(EB%%?9Uc-;39CpXvWnMe>ndC?Dqe->^>Giu>HRpD$|mx zfia+|tI+~7k=+JM$H{9^jxYh|9Uj+3oG7`QRj=W>Vb%T5o_cQd{QD#++qrpo zj*D;-g1$Nfv~0r>?dt{*D#OHXIFK?Y1Wai|=+|eOM28-|A`cVJfqm0m0H(PcfetcH zw<}~_x)^aMR%Wk~^(sGpr{l<#j0l5Api+C}{(*=Z62IE-rjKCP7y`TYFm-8*`|a;D z5(F480(62tN_{)W_ht>~AKw-o;YeJ+sscLV1>6W3>u!6Kt2uQu*yq1aq+Dl|p2$=~ z`?60OKd^z)m-+i7?T5pxfx~6>OHJos7!5zR91nB@+whcJjpPe(W>kF z`!vGHZI)^AIWtH1pDFe~<`oyYzky@xCj`cQG75}N;S7-WS3td7CPHJoG)F7#r%&82 z{*e6`WeS`&#_P?c#t!P2eYydOJYizSec3w#&?d^Pyl~?qy-9iK4n0TTgkx|v*R7Hansuzz-*+JQz@dXZ88LXA;vi>hTKX)Hsb#(x)Svbli|sNE4PonSuP5zTahN z9$%ya_yfh+7C6?LgH$nRdHc;}5JGx?reT}lU$Y8y+5ZP#YW0=Eo-ZQn&aQ3b`jrrl z0Os)0WxRjgOXXe=hHFM@Y4EQ#6t{7z5@@_F*bfU`)b(HNApDsya!98T5rbsY>ZSC=yq$y0wsBK*{8gW zbXD_oB4IKG8yU;jTjoG$w z`TbmRQwU=f)EdwUOq5lQcW?ck7g1<~!2Own_EYj5Z1?xqzEm%!uQSa9*Rlt`|oWZ=>EIMOL&qPhi{gzj2Y-_FMWR1Ozfs^J;Mr0OdOHi2*4|E>d+VOj`xt3P-vfISHbf?dxS?MvP@U89F^#Pg z-iZ}L_?=?)Icm*w#a4h_U|Mw4P6jId+;%VVah>gW*~k5^CsNv;8G_K}j^~k|%kU-; z!saXr=}T$9-dqbJP*dEXx0;%XJ3$~5FY@z!WY7@jEyd~a8`()0uuj<#K&fChWI&)A zU{er{C>EVd?2{ug;$6%3{SQ;@5`u`vB0!y=2l$S`2db%lmKwF=BLaDngm)2)*q8oX z7RdgNzE|@*0U*Y zAiT7^=^+zVv5r-MQL+G+@cByMBnQk(nlQN^;i#dB{_tM8OQR?*S*lVnm>o0Sp?B!p zO{5c9A5TG5DSHJ6s`!ufBN>o`XmCT~LBPv3Xc^RJ(4|c)bfzJAb^M6V2bM}d)%(Qf zIH4&Crtzcl3wG2py&wh2V>MbKyyHk>Mq&~CS}wU?*`QQL{w`W71E_oFPhM zKUnj(68IF}jtk`p=DyfirAd0N-oDCm{iakvFq)ebTp>3UGKdm^&Wi-y zw!)O89+$ixkMZGsD5&q4b2;^4!h6UONA#!z6kChnsMD?5Da;@~13IPaLIeG+Ka5zP9F%f3%(%XAy&fBHrtU%(&mZ zegRo63OUF_N`=rDL-TlwO0Oc3mBPpbkkPMK0&#lgv7(gvH26oV{$n2f4DOJ`PdMh2 z9WQ}!t5D)Xh*~l0G#PJf{)LNYL>YUQKqGOv&Xi)vZ4^=v77<|es_Fu3&i+MpK)WQm zEH0zI8fEo4+Pk1-siCNRQ=-qDee`iII5bnKw>^8YA-1##fy?{}KbE($=4Up?eupYP z$}@3kF3+s{raf|AU2ox-guC`hV{jyfwgABKI+dIPwUsoc(`BJRYw_^~Vxu)pAmitF z?kh<2>BYGlBr@wal02Tg(y{N(`Z)N)zSW zM7{vfozkiKZ_Z6z#Q$Sxc%@8f z!<6pB$UhFcup}e#Ji@wfr9p6bweasbg^kpxl9AAP0FXIE10EuAZRW2{%Sgybu#F$8>ZTz-*2I8y zt-gMXoAVaUF40cE`W?C*)vFGqej-e9UMu`zXN08*K`zA_K)MLyf~*So9=!MwPyHNz z2oPBAcN2)EDC(giI+v+Dy>bikxv!A>b>v#!nmS}X=OH(vq=_%~ZP9ic+2V@_z+|lt z`O)W2vecmTOpn+_@|3(l6vZkdr-s0MDr8Bs6?42`5=`ZCr?9M9XS}M1d3^1M%m3jG z9x!mlb}`P9ta^aGEPC$ZDfTyXX5<9th<{n0F)`#=leuSdkcFpc5eG(2(_`pM z`+4`HLSEyurfDKu+W7mj1a_f@s{UWvzhH}e)CCxDj9PRA9!$33`Lx64y#r}Q^)#I) zd|#jK2uv&5w*+O4%dH`b(paQNA$*qi0=<;ZE?GZLMkSU#_~S#PB5p-I=jWG_NAlcC zM&$IjMvp||BW-_ZE4koJsSIlRKrGsbwt+RzR%7Tdek1-LUbYKJ72qeNMnlmh>GAp< zGkX|p`B+q%R($_8WRlZp3jjlj#j{lu7c#1FT92r4GkHD;yOT%P&_ixtuni`Q317AX z1p%EJ>_LyJ<4mO$qTmKUC{sarf8yCz>v{grZ~|SLY_9gfkYQaa>wy6N=LHYkd&rSl zMR8!ieQ#UnG!t_j5&6*@KxPwprIFr*V+-V=s@&n=!vpW@t$3wqWx%uC1+$BN$? zXDX;Je&nA%9f$i7cc@ z_tViedn>DwcX5PpuMxXv1Ok+c{sw}tK4@0mf{Q?3|8Xqp@SyDoQX-%a6@v-Nj|X$T z5IzBluY?FPMN8HQLVsU<+C|E`Bi7Isk{8#5J<6QrqTw_I?JdAkKALq0f=2}s+4COj zQ5Y&^bS(K25-?4Ef{6|kf#+Lt@jT)b{evFfPe6vK8GPq$Llg>) zIK!aZW+6K_1<6G(pPfv#zj{(14%6BCo6#?9oaLH03`ixFxXC4sR!&N##U*O2)PF|K z@%(Lxa4Y__VO;xYn7q&n0LQNHme`vT0dmI9;iinTG1S@ zfYq-^Ux*pvOAlF>7hqRm71u%Xl$%ZGwrB{G-UXB`6%~b}efuHDp3ML<(PBhcM_MZ{VN% ztz~SL%suJh%jYJ#@{J8G}l$4@paFs@DpajV9MHS~1Imdpmb!e~L@}_`@ zV7^oF3mfOOD23`zaK9&iEI?IU+s);={`@v8#D<+(ix!zJgsH1eM+-gaEZ73xvvQ+_ zsR%%QV(F@7QT_A$KtSLRs*j1|r>=^_?+cA}yd zx#oThRA`^*zjD1Wmo3HSIfGAhSo;5Bpt(TfN_?!gBB| zE|^Mu2`$=@FH~uF1RTu7OKviO35cr1-G~QaCqcaEDUqR@QBal*Z-YNQ5dj)_FoJzJ zex2!#+Q>GnxWsUy42_f6Ow`m6i|~;zPC4E|kG5J@-6b`T>PHE@CHr?6BbOPa2d48< zrIAaZ55{C7id4T%X1`r)2kxGe#^$72PN{h@t^ zr{YM*29BC%YrsK%cmpU&@Aq1-3CI*E5lF*hy;)`0qIg8b6PSbcZ||c(8Wr_?x?(Q+ z)h1OQUp4(eTee^H;LNOT;eM7ME&Q-?R~?pmIG6&V;E*e$ucZ~3v&|~_FMeHy!_Y;vh#;Y?HOt%sRXd;uIvo&kra3smCI zP59}5hW%>;2eB1N1+>V<9>&sDCppnk4j;yPKLq!{ z<{EJt4o5;pO_;YvwhJmGW1OIVvkx`TkF!cK;y;K4aSa8M>&@37#tU(FFtV}8Kpf^T zunjGu_{a-v7+Gh_43L#VXp|>9fPL5`xttcx88hbspG^Sx|n+7xBY7_og^_CTtAEu3u^ z-lNWm-r)DG{6AuJxdJFXh8ERYZcf$N%2P|G69idX+h*&BwgUwJu(5vxsLmfD?^kkY z*uEvwwnfMIT`AiYbNNz{iICi@fdBNKhxU~JzvcX#e0A-$(Xc~UpnVEvF-CoQ0n5- zTSsMoU^N*18-BRP{0J~AXp|SjjL?F8wN(lQ(T~};Ep!z;h3H#a26@{^LwLtk|#iKsb_#r)Sh+w*|0F zXJB%TYcBfWMv2OxJ`oEhKvOA`Bjk|-FoyXTeK*xdRxP3up}VaQPwk0AZ0rAdA;qzt z6?}$Dwc`s4`3BnYXRv9gi@=9Ge^b@+9pJou8XoIZdAnsVxeT+(BZkd_dPJ>OFtFOF zmF826)!}PMtlvWM78eUJLm%-N(_q@a_t)Bs*---*6#j6vaWD@qdsKNVOm(=?Ld6-| zK{YX<{ou%0_wRSU&B2K}SrNV9jza!JNBffq%Rc4+P?3W7t%caEfs1#^BJ`?!(ds#> zlY&=Q-!gfz9ROecSQ*wA_%~?swL|gi`&rWcCh>{CcJ;q=xPLE?&)tNr=~fa?L*hkwEK|I5GjCm>Ra0m}7`vub}|=>9|QPN|83 zq*r}BKm2wB{C3iRW`DI9YYw9Y&&B^MoMIR=jsKql_59-kceNUz%=p*oDq_=nEyXV` zr<5>a*QOd{xH^U}4od8B`vZbY ziZOLT4HQOx31}NxIT3J-{Av-9u6>Hq614&#kVOI~=xhIKcV9r@7ZEKoU35HyxYRWQ zlD$suihhChI{#!fTy2#dK%KS-j6GxrFs+t57`1IVFlX`(Fhj5~$jzhdfSqfP20 z)sob1T)yYTvGO-sEJhD7bLPP8Lk_4O;F0Etnx1I(&`I^+iMzr`Xge_y+k@{0L-#(BQQ^IAn48$Eh+alwwt48u!-KmRbXywkW&lk3Gf-ZnQo)1oq!V3 z*mnWXl=AQ=CPP^qQDM-S_#gqOi{^^>o>F{`cKR{Va_No&c4y)F?~VI|8NK>PMlvlS zl2XkC>r0sWJ!l`mt=>Y1eCD4to(wn*zSg~bA6402Vi8JZRTNc25oK5)F^-0B7!LJe zgohQ!twjED>paJ!;2`;{zq|k#0PQcsJ&Zn2@@EmEoN&~mh@qrdiYoan@2~q7%#M|9 zsXk1xYX8@BQbZaED4L3G-QvuE@wSDLfCjkSwzkJV5w^DDk8aRW2d9^L4cOi1+54_% zYD^2v{96<6Zv6#7y8u;(c;}xOw8iYdF=!xs2(BXlEz+LY$5Wwm*C_|;s@0T?OR!9m zA7Bs2%Q||h&m*8b4NTwEVk+E=!WjK^0{6=7(b+3|v7c{WM*!6UN9@Pr;V|i>-K@V+ z>fnjP2~$%epl_=47fL;`joa}Z_#)GDAR_dK-9TrN$tHj>JFEs2msE4!Ey=)T5wS2! z0+{5IT0j85STO493|rS(~{QdFxOMVH;fd_$DX_MmcapomgY5*eiE+Bb|<3X78jkWLl9if;|T0N*AIr~ugo zt;zs6@Th3X&cR+EFYn#+`1{j|cjEudD8aZ`S@%LT6XY8x|6T)Rt#L5=aLgbEQzN$# zr7S729(e`&x1cVD)hrz91a&K=hax^l!0rTq>o&$EfH<`COCL`L{RyyUKeDeF5FyyA zpd1?0lA#OG&Gvj)l((Re{U_Gm2zgqH;Yj2j$|otjSDQKb3rPo^d^`;Vle4^ipjye| zl>_MHZM>HNX*j0`AoIc66S%#`Ol(H%l7+)^qZXEA1PnHgc&e*kkUN5-j}xdgZ-8s2 z=plr623RLJe%tccurEABc93eR+d9;*y;sfP2Lq&lXrU+TV}W@)cfvtTJIm{&V4)RJ z1lAHUwJql9j>Jg$baXCG$<5`76PQ@_`Cb*7qm`ZVc%89%0M7 z)l;PC_lry7YXzmg2wFu<0S&YN+EQL9zUmpr%u@=Fhg~`O?`Ql8xc`yg4+K@$cP}x= zJ{YBHhs`IWJfqcdXWBmX;0^BkNhWVTt`%C6o2@!`Twl!h0lYHeuF{>@Zc3aypeIZ- z#Yft_If}bx_9e4ACH$iiVCmoiNr<(|UPl09I&^3O6NOGd_&<A>V5r<4cMNDyP02AOOFf`OL=!`ZQ-}|2Y^u57^gj09)^U1qjCKt2HGrI2YT*`Z3I8U3cyXWp>@7wRi{t|<-UjZCO{wW8+fR%eQ z>X8T50z1i3H*+jEAVbj-l7H^6MW@n0SkeiNl?5(I(ywZ-pl`{uc@NvARZTFMgg__xGV1ngk4EMsWAwIXU9KOcdaXnoJV@NuBw>W|~9f4tk zn8Vo~aCHk|KfWE{qpi4z@$o>t)LLy+0cq87Ts=#|o8-4qFlbxh zoi9L#njst4u@|o|7{9Gzd7NNpW7Z64s23~0Zi<%`66bUih|WF&h(@lp#_uxgN#VC2 z;Ke6MhFLKMS78U_m9V@Rcb9)i!fSC`0N5xCAaqwi1?T)aJl+>cgRn`BeiuK@GxdH| z92oFhvbG9%kD#jwjyEk7l~1a02``d?zr# zb)6B%TqRp_{GSBRb1Y^c0l{jKwEhKO0r|<-XN+IFxKhg*0Z&pDX8p=u>BA3NWEiSz z^p6f5ssUD7HBh2l2X`Q-UC`9)~K@QfH{D8 z{k?tpi9)+*m1h30KOBV-H#jy6T@IFO3!U` z@6OwKTmrXGu^fBPw_5#UkDZ=OvOPYE-OdjBgqW8eoCdS6g1JdWToOLN0u?YI`U za2{onld&HyLN)EmvbSYe9E|pm745k`ll$$@lLbP(NUfzs9ddEC+Z+xHKl=kl+wp?)uzXpu9m^ zC$?s}H?TxGz<&8MabI)n)$U!yxmkTAZ!Npcn}sKdbVZEZj8Zr>A?Ld(rm<#jfOon@ zb@Jyiq4ytf8Z=UHsU?n;EW*q`hi61TpN|NK28BZkO+DhWth2q8ZEn5kH1^QQ*nbO3 zA@zc2^TdGwI;<4v23xc8(sTb zy@*P%Us5F$KD_(5pr`viWr-s8n+M|S0`8%b@i`yog5JGn&8J%Vn3}zZ1}sOKikPm_ zmv44>$lB*vVC;WUO zIR4?|?%vghm%~T9TaRUilX&*241lNQBsaQHGoH8Gdpez6z;cE9^6?C)SKcS+=#vm0 zvf}k#39|HBE&)$FU0b|QQs8GBE!Sv*EC2>3(%HU~1No-mlK@}%MPvl_U|LgpcFB!z z{#9;4UcIWU8$J(8ieh>h6wNNZ7az-#@JA4K-s5IM#^m7yiv&X3-S1`o!k{3VMdDQ; z8_3BEen!Gk2W%7X>Efn#16A(_vnI9zVs@qwcv4MRpa6kz)d#Gqvv)$EcXi$| zsD(?Z-{P0JHzTWnT2g89?9MUj$}?hW_`v*h4{-6Qa>4uZDIzr~RtZZFWCi56#>_nN zN*E4N_JM3sq-+ejUOcQa_>t1^ZAVrnN=AwyF=W&MMNZ(SHX;*E`$*YBdRankcrwq> zlawh3+KLSi*726i{ODlE2GsJxaN82iQUj!&t@nnP+C^8?$zmk0X6)xP_auKmJpSm9 zt|A&ipGMz{Cdo|$N;+p__rxP?jW%BehGyaEp=VATUu*TVYuTb@fkuJ(-Q*s^waS@F zxyqi#L@P^dQla4~*+@^0Tn!lF@U8F0@rja+b+MuYA%ZyI05%Z5{t>$FsP%Ca<&L>Z zU+-cTyf{S6zSX~Kpy#s0uO56W?SGoc3ofc7lJAzl0af;E0uV!}E~z5JO4g9{nSHAj z%jQRJ^T#Va#O$dr`)Ff&b};j~jR3G0mkj(mE+^I3GhI2D?1>Z(5iT`v-0ir${A<^4 zT$A-@V(b&2SWl`ghk=_dQECm*bmgqa{)ydAj3)|X$pVka)$v79&X3AZ3fw|Yv#|8bOiNk3ep(ivco3e}60Sk}BnRYqS~sPJ9bhuJ)? z7sy@F@22a%KhNJGg@+BW2AZHMc_kZ?P`a-m=R^^{V35~BO*i^ZQIAaLhuU=Pt#xw5 zABeM*=7WOD$otC?Z4GaER>6BHsfm+&9hFFNM9OsBgT`ErLC4K4Zj*3)2>=zP)~-l> z*LkDcg4}viQq>?i`jww_pizN_jyT|76ibF-ESSnaXc2cbzB971dv@H4=2~Eh%jC{n zI`kuMcCWmjJYf~7fTDNM+@#SN^oVh)D`$>B9GNkH@cw|*TrVL}k(f4)%4P|0-_juX#8{~) zurXz&V(Y>=U}aXkefXG1{bBsi3SKR?7vd2*-R--EC&W~b$V2T?`|oQ0!*t=73-!8_nYUZ_OPF1{zBW5!GGl)D;ZYy2#2|H(h+EVIcTg@ zN8zSrZ0)J16a32a4w|c-IoGX*v^Y^4)wCF#kN; ze{t{bZEViS2bCo@x_cV(K@bwnvkJhSCz^@X%jD2qvgPn6k_wBz}NuUYN?w|d1Kr03@&G}PYgV;I`5;GKUn7;cR@X55;jWK1RjF&KMEK=zC z-7hEjOScpC&t=SeVIr*QQ8sqUB>6K!=F%&G{mQXm7E({$i`eWw=OYH5MpU$ueaCH) zrv`~__cVWua3^!{(Gb9FnB?2!Y-E4PLO-iUiA345JbOt}6($tOgFC+Wn0NVceSBOW z=^eQ)caW`7M2-&PI^+asd>;h$%GxmEgX-s!{ zD9ocV%u8^3;Ts2^9O)5&38>{Wbuc+_?!13^_c_1aO6}-FuIOP&>)f0B-ixgC(~sxl zdkx5}jVDwK9~!0|QRf=xYATFtuR2FFn!TnFat4t7o;L>5r#FELbE1v%#OWw{f9s*Q z7X_zlMP*XVp9<)nh_BsL9TxWr`hKxEzfd%{kUvOye8Y0hLSicfNMghL`h%vrLvV$H z5XvXH>J$$z7s_H_JRL}&IY@`r{hM}A3zf?+Kebr+FWy1Ey%v(tTDlf{FK{3Y&yP(F7lhTE943o*W}vq!YWdG6b*Nb%(Zsi0RHeu`oi z&q76v6V75Vn%g|VbI3G#w|`WPH>;9;Bx(LdammLZky5oto)>Atjz>@|X(rZ@eh7v8 zca?B~{%^J^&geft;SxCUTfkF9{CXgNT^f(dh4BvoLK63P(IO8Gk^lp>XJZ6$UjaX2 zE&Dfa<$$0@m^|7>Ed!LL!Mwf;&aZMFVu%iAwU9xmeRF0z2Z$`~w}B?(Dod!fGuk1i zEKj)>l@`*fXZwv^KIMLW?Nz69c0Qw={)k^?q&hYL`)LN(EJ^-F?^7~k@6DC^sFIJW zlQs_dZM)hAO>;Lt@D`wwUI->l=(ur#@OMF}Q9;+8i$Q5mAA{o4t@ZVfWtva5%e&4#rE9B-#`iTM zKhot?m8G4TciHp@H$J0m4oj9fGK7BO&HpM2RzF3Op2BCUq7;}-g2IX2`jq%Oh*>K- ztntd?S+Qi=Ean|M$U_Ul0MckmKeCLaoEJP zyj@XxypmCalyA8AH4IAeHHI%&l-H)~2_wWVsjIB^5|!J(c`@C^Vj6b9W>NQ;A=UO( zl*Pup-lh=Celx%67_8K2)21J^KMN+U`BcCDag70)$uGhr2tsBl=xNsbiP9)%Ln}8Z z>nE6W7C`R6Hd9D;!e_rtN5tQ6?R~aYQJ*us;e2sAMQ<2;=dH z+LcSv&i1UYtN8B0uPTp+jmZ`6zBP1sbJ9*coF$d%`+A?=`)BUx+T{{|^+3-X z>&HvuE{i2^%EbPT(KoyTf++QdC@6DV=b}aQ4Iz_BXw)pT0{)L4Zw$BXC312LX}PD8 z-2}AXiYfl!i(P-?nY9YzgZ-c*O;X(eItZLjaen5_10!Z~gh<~Hl3fE42Rbsp?QyE# zg0V|ut^wvUMB?0~HV67s5-VIl7c=dGc&))Q8M3c>xQXv-d@V>lsgC9j5?L z^h3kt>Bd+n$;P@S^$cK(Gl%i3x}9<<=(J)?lqRxYnlah!W1gMkVak1?tbaL#zdZ2l z-HEE8*}4&k_!{V^2o?#r;h$H4Z;(0&2a8zn%jgZ7GG5Mi>YrOTr-Aa#YJCBtp)K%? zK@%fO7TnwUt-_U|YU%tS!tn=`9?{+@&BX2bG~eq_zxy~y_`fC)VaIg|*M~kxXVgrs z?esgVP-7l8IHwF7-kFY=7{a8%>2s5c@(qqv1u(O}uIp z{l{|kord@`02)dsPqrp`?gR9SJ=E)tkU_s@G(u8EiiNdebR1ezoce6{j_Grw1|k@% z`ApvJm_3+yJ{pDl=E$*tP3I)GoOS@v<+7gXqe(=d%C1gP!jbXW8gT%Y(DY>F8%2Q^ z`nj#k(T%*k`5RYVo8ot|k+^n(4_)zxmH>{-1HiHEydz|)tv3PNqXaaS0=A+JTZ!3H zawf!!VIh<>y5QFMacpQV&`8F8;R7&ecC^OLH04R2uifMuA7o(g@HJzzm)YD9eAC8< zK!em`CI44!uiz%27q*f+*6F|)7=I@n-MoR54;~bRfrcidZcAfRep0KRgX!K7IsJ z`P|NB3wW27di#zKD(^&YU^LqwM5%&s@`UGu!m*kuLwC14k?)JEsfK!j#j_c*Yt-NT zYBM*kQB?p&UCY%0d_u}Vl>J0`>ENd^R^eEX3Td)fHsaD7O0ZAZA0fj;l*fWqrExn% zl-jm^o@<^8J0QTEt$tgO7Hd8orx9!~xLp7%@A&0anbFM}mD4hK1{mLQiDA2T1seg- z|M^^9fS^CO@_F4Az>aWjk!#M&&42Zh6r*fR9zzy;Iv zf*hP7NHBZO-$bc?|Hl4g(@TwD=WM(kPUPb~Q9upNw2SOiGwsjS1I9NE zC>Erc=@^Gm6x6o8;AgkdCmT=!SK5HGrXvGR9RuHUB(>K>MJn)I@3dT9+P=oIjkSg_ zHRhy@@(qVSut(24@Hbz5!GT#!n_yqNo7Sw{c>lGw-o+XK?KZTo)RAEQVbwP&u0x2b z2H4uCkIh;;NEJhcCyWHQ2Cb8&2MZ060JD?jo#%{i9{=>&c1g-diF&8V* zR%gUdh@1E+8FA9sVbB=%I~(hRwKq3I|>XD7yGNH?e{wKR99T!Pa$Sw?xeg@UDNHzKJ*`Wu~moO?VtD8 zjYkhDa%6W>Z3kW%|3$IeV(=_QQm2>&oCE2<}XA4E%>WZvbDX>QZ$en-P) zJQi6E%yiNWcf$dzO9$0HxZeZ8DbFXu<{lIzT9RBng~v4m1ClF5V$qoa%@-4fYhR6f)W9PYf zJO&KZ8qan=TUr4F?ua)a*|_!>-qBp`vq>|dhgtRPWkqqsphYrw^?Ot z1^}T3uPvqedSH!~semK}$c?X&mG$8p8Nd3`MTg$hED>d^6Oh3M%eBUC5No-?T&x7u zP%}yOUSjiJzIzVvoO|Kg>}53OyJi0SHaRfEit)1nXtLl)w7Jf*MyOsh}t1R5CE zE%Q$mCcJjk{gr6{9fP;LpyyxGy`}upp0nFA0aJ=K(VV}M!bg(VqWSeDAt8U}i2v(P zV&XVHsy{|P{^O*6Kf!QW6p-PQ4?Sc2$6tT@7l6NG18=!0TlweL{;%HyoC|JZr=Tv* z-;3)1Jh%qDW{|(FU(fIrLzhU`16u%$*H!QzL_BSF1zrbkS> z+bX8@14J#&mHy+0L$zu|`h6Ob&o@V_HLvc*)JUIN=?jskS_+7w@kvu0#v*|4V-1XS z@)_|%U&I#BUBId59BMbY3l1GGQAjQ3*&CuVrsSPHY@0bEZ<8GQ%kz9$Zn4lY{YuCF z+Hn2iWM@KpcABqxq%M0Oi7u|@sMW%09dv4bd`e6nH@rX=f@B(2O|H7C5^yk}7gG8es4 z2j@Q9Fg`VduJbHR@J@yhGpwm6MIHXMO{+ul=t+4-)5!A%BjONI=-3-c$t zcoGE*%lJ?5or5Qe7}Y~}E}1H{=HvLLKKka5_>BC*mH!GBa8JyszAb56;@a_DCzQC7 zLvM$f>JHa#?`((zoT!7T|3#C;!R)PB2rp4dtq{{>@s9tS+i%!RE}@(^9jX^;9V@jB zB@R~boctFF#rB&ccI_Ner9bFoA5J`dK{pOT@7oX7E$DlGZz@yX33S{0_JfFSaZV>O z3Q2g@PU2YK(-lcS^F%b}{zFTHv$a)_)S-s}^1_3uk~XIiq6J=bwFwt-BDiRiIvqVD z+!5&L@e?ubh!*tN*niDuUlJ)RN>Y2)<2frXDm~-&ZQQ_Dxdy&NZhv~e{(mI7ca+{f zCgZrvvR{9UlyQPZB;3GGGug{hoMh@xWv9a1KhMbaR53b^qlt$;s~+`rO4Bu|VKc?! z9i@wH5Pp(`ze5oJa)a5)%~SfsqqbP3tW4S_G~yUu{gn3GYmvr-aW=<3X2?nIvzQd!*1Bq(^1GOGg7_@M zz8b@Jh1u8cH;&4WEsIM|@Vn_HCzFb?pv%Ik63jhNeClGyMU*a;Ary;xunt=mT%&S_*p`+EPyCj4FG{5tSv z2$T;|mCQMkK+eZJYB=9c;Zp1=hf{vvsvBu@thQxyW@dv-Hl>CasFT^JcQUimP$Cdx@6}9yrW({<1*`nG+U*&OFF5s=IWNB_ zk`1j!ZDhOj^-E~4-~3$R@*GM{C~35=Uw~8J(lvDRt~tjV10xZKt~vN; zB6Oxg(7&+KnGPSa3cDB*DNyUm z%9lWQGuK#Q#l({CXdvEXd%ma{tKUD#xP5kED-e%QAKI+Jx1Gu(Qq2heVcTmV*X$xm zn&L|i^`CZcR&9K2s;Q{hwMpynO?&kAp~X|q4x*Ob=75s}QPNr3=B)(BJF((JR>QPU z>SgF$)w~@fV9xW`~yV*~=Q(&%L8=|3fCI)TS=$oUH!@rBXS(rdv{s;}&SFjb` zFPq$)%<)A<)0}Uw#_;@v#EO5+@SBEl)*h*WgV#jIZ3^};7{bR8SG$QV9MMSjcTqYZ zw#7lQ!UezRYH#<2&LeK-eb#hp`UX@4-&%*4P*xy>W8J-)T2w zz;|^5!~HXzEfV7O-)9Yv9D}BbRK@gn20c~NW%C1M(*B6Bmgb{UaPQ)Pm!tk8?G~+BU(0ME6OyP&0JlEvF07 z$LYe3h!TnY4u2DPM?G^3Zv5JQO`ri_AGHFiR6{evad zEDkbPEATZ5xn?c@(f+10Gycr>xY)3iJ$bNV#>>Ua7*vYo-#hZ32TiYKE$`KTJ)34i z-EJ4OPgJ|5`pE+gy9RTn!eNh!kJ4K6!Ug=A%bH|rQ|RfYz4LV@T^la8x$h7W_*d8{)nr=kT#cEjUrt2m>iltLgFxLa#Nb8C_t{EV zH#v2p{v1m21e%|Z#3ePmZs>Vc+@~prJuRaur~-!cGlhm$&yNZ=Y)z!Hk>MjWMt5*i zr0D4y-k@K!bhNuhDgG2{xNM!s+aY8+zRL3VoN8zn4_~-tFWx;Me9>Xc-0BXSusz;( zp)q+5Sn zYT}@HEBau5>Qh(B^`Uy+tZ%)GU-#mG)(^D-Qi{cMWV$L`f9RSn^oV&jw7TDStaeV+ z=hni630nbi-wyD58 zF!2RVY+5Vr(utzsFkOen9)dS%QzaEk>XwC--YW-RB7L~nOivWug0jU)LHF)}86HZ? zq4M#XCU^61hrH}y8`anCq=_e7=s|OLMH1vXrFSH9359Cl40Nm(l4^Z^w1gjPnPvUz zRlU<)$%|vdR2&~DZx?=G4!SYjH1orp2AN$$)yTKN~63berk!;u%&s=s|h+XraN#Rar8H` zwxx?9LfGxZj*|~8QlZtupOP0}K-EEOsW)SodA%nsH6Gn;Pf28y8JzK~`mzc`?=P&% z{DjW)BdO?}SNwR2bD2CeK{FB0l_j10HZ>?jik_XDdCeBYvU<(%)fh4j#@w+A_jqmr z(>rS^_5G3;&nlVZyZ?Eg-g$_%J!tr|juz!YRVB|qvS+4YeXNkdUJZ1&JE`1Srk}1u z20N~%BwRrZIU}FTe&IK7VUY%)_8WxJo)ZCsB_yov z&TWT{BxY8+|R0LGXx%Ql;OO)q)dCc6=-Rp`rNFb`lA0iiVf{dVjZlE$o9EF9?Z8@ZZIIPRxaVx ze%~x;2c3+sEHWS0e+xBU1&y>X2tsA#4SC=Vk96)=uYPUdgS(NkBB}h-pbJmEV@$n< ziet9dD0gnR-|oQI`k7WpFGJ;uO8g=z>R~@J6Jfqm=vk|g7^Q!zv-jy@%fqP<-2R+9 z%WcGZ7Ga?59a}Ibd~@IjdFCMn>MWOH-c^(}8rGcU)=6qhNooZ(JA<#+{O2tIV%JIC z1Z$HVoUuVN^p%8;*i%`dVHQTs{E4?ci@7u7GdAcG+zvlk>FoX#@oMAgQ)<}Kl@Of` zyEXk#)zh&HYkv!-cz3q}`^glcR37myDr9-OHb};%xN{U{v+LF_xmxn`gSyS@=hUPS zv1@_j4Eu?E9mA4~H(U12}g_JIP2AZXR*tv~7ORJI`le zOSP0yJSQ*4b)~vvqbK#R6J2CcE0r!chibRiz7%y~*M7O4kjz|T%1QSmaZ6pZVgTV3 z6(Pa4S?_z=>`Xi4T8MNkCQbmQg1|Dzo5f#N2gHlPdHFIMXX%kcKQDPv1_bau#o14+ z>H?(m@iTWvVyxZj{~Wi7Gl%!1=oJX(Pu4x^dct zKAOsJsKSlBY~J-`7yEJ*Yd5eVV&FeMn!ALDA41~2F;>uQpdh=3b;|f33$;78LE%^T zxsvY`j9|DNu^i5ef(31zfuD}_w}WW4LL6%>_7W=+ajopX&~}hm;g?y4TUD@_NQ^&) zPMy3jB?hC?_qbk`Z+CsKcOkv?EUSJsf(-KLF@KrWCc=75Y3@>$LI=Ucy+O-4xjMUR ze~J$KzUo0!#%Ji3m-%TwV=9Kdr#8$##TI9G1vGDoBJ0c_+||MtMsAz46x4KzLj( ze2rN(`)S)7|n_NM#!^2e%{*7-0w{`?o6wi5!UJ8K1N*y={S>93`mW`eCgXIJm)`l+~t8`AT_q&I50 z$3mjLGbSDj@v5Se5Xx7^_?p7 z_(wNM&n5AE0*M}1^uF5S1LYATeXh+hpkMt-e|9Nh8kJ}RrCHVKKX<;Z zd`ajSoF+QYpvxc1Fc+EDdYpM>_&s{TJ;mVw#Q1{I=(yT$)P0x%LLAEoR>+l@)$Xyt zZRTIe$4$IEGHCJ3#oEbArpPWeHxlZS%W!(HI;tPXfN$k)^~R`i?jsfCx(Fnk%8oj#!M@iBfAzA9eFYgjU6tUwt~rf7^;j6y%8dPmB?<}F0`7@ojS zo8!OLUR3irpb3&V<+qw+`*?yE#1R2VRJOPM#a85OXSy~hc1%p1YW61^gxAXy7@s}k zhSOIFL~e^(IgsbDG7XXSs4ohM1-I1&Tr{?zzV)Z8&Xu-`CFb)Z9^`=4N2??%y}{I6 zOmtdOw&%vQEf43zRxNDwcMgQy8#fk&4a-fi1xMv|y<_Kg3RM*z++%JE4V{E8F2{yt zyxWi@-L865<9}e`fayi~?e&vAu-Cvz<=qqeAN~`9c(#ca{X&hz7rkJn;iu@vgeV8$ z47%}MlEC$k?Gruj(qw0kQY{kFbtz4}7lH}YcLVvTHXPNBUg)a}eQ?*bm&q1^el$pV zS|6}z8&Z_8tO4`1lL+oHsJJ1h%RC=>na_e|ZDTa1OY@SV1-7{2L+UyIwO&VMG+L|W zScL9se}ST}A$e5Tz0tn~w|B*hGUG11bYhTI66AW)o*GEcPhBp2r)n~m;`_dnf2JL+ zd`ybC=fsnpZ?y1g6HPBLYr2FNkxej43PJDd|6p{NPi49wqjau0zI0#Y@=kJ08nlT1 z9g5vb-?vLsap`lU&*nK(HCZRV6Pg?H^7C*g+sX5LG}%kn2dEJQG^@2!c5A->h!%0+ z5$NZWHVb?%6IqE;2~#B{`rHq|%E;aS$w6l{&9{xgGro5@JYQgTQ&E0QL&T)Bib1{J z)v2LtmPbTe<)?cJ*(y^t(lR22EC3q0?b+32*~VbDxRq{6H7&OoZ=mkEOh%qr&Fv38 zz3bK@va}z;&U09NSFikC>`lk%zq|l?Z+6`|2vG&BO?i^S=NFy@IU8hmU?MZHm%64 zFur7fV-Y1MJ~#=fC6c-N_`c>v({r2W&-lG4cpCPXM?bi|w*DFNOwZ8DZqRNnA*K$V zIzlGCa^q}yLKS_&LbMZ1))}Rm@MW`Ii>pZ$V$`<3R!v9EgwE@sZ1F0YaynnLX9sDPoD9+QFIJi_v;?W@lIPfQ zqKB>|4XV?6f^Xg;B^waGP>fO4To>-hfArZZA!|hC%#z&g%KLSKwe``0wQ1qJYqeva zLbbjmDk-aSlWNDg|DGj;W4e5R8$o-&Un&C_`Z*&B)60^fX>5tz{!GIy<=UyfYRX~@ z?t8q`*aI(~oQv4*Bcs^5M$_#i59zYUzNAV_`{D3~+Daa=deG3WkYQpSe#10%DM*WT zM_#Oz;>2LyaW+d6&Y0wEbK{7)u?t&FW{0Tk$&z<`KXkSELC1=V)R28cil|JHJzs=h zrn>pXMN5$w4|Y808ZVE2?f8PuQMq=IcSB!B~!yb7ESe+XiNq zTh>^FT?7XN@r%9f69bu9qAL!T5UeAHikJN@6QnC{AVN5+g?&2{z8n^R3T{aM&ro`A zL6OnunbMkv0zHEm9IdzqnhE0*UuQ3H_vcOwm&d8I%IzLFIwVc>3``{(@b362-mdJYJSNgFE+GiJ9&73reV=-HJeb4B>?0fI) zg`us~*QzfMGKNnw3tYjX&IjW(0^APJtHvQ&4$abgTj4_^1{p7UM zUwgR9K=g^$e(yhUmbvx^FqG`h)9j&~Yp(RsPmNx}I%vwCis&zvgiT~SSsUqj?L-b< zW=v!S*mL=lh7A`*U2X;48gn6S_v2+X-vSsP3P;VRmdWl8Idx(r&4dI;T3naah~;K^ z@wT7veF>gLIWF!^dA~EH)6;MYwZXaL3jBsw$SOC0i|fm4KF3-{26c78eV4QLrc%vF zHRqprjDU4-DoavP(Ik~?f@tL-H@z?AGqxu-`V;z-Xr}{6MoX*F<3avR5b zO(+v>w$eaIk-S|HYZU7o{}itklih<%corQz|C!TP7Yg&&EEi) z`FX#6yBdc#pDLP2b%iR_c6>Q5vZsC2Jue_vXU{78F57w(UsOezTr0+23-vt@$76UH zCV(2U4v!)rYV0a$xcXku(moV0ETh<>^dIyMabW3TYR3kutT5SAc=pA2@v-ghs^h`* z{`~$9_FOnMX&+x&?{j9f}UZ#0QZQ-T#4a$^A zEPrI{laxy}vMy$JbjEq=X4jb!UYg7g2@2PxHt}hWL;4gE6GGI;zei_mj3v8`S+wOw zI{F2EPnbLFZ|K1vQyAOM!ZEXqjd114;uP#Ys9Y%+;6XO=!~5i)f#c3}7)?S;2MKh4edB5%htt~jK0 zdZ!#xI7ekrP|qvm-qMERFJ>X64%RF(B~5pqlUvag-;)$IDkNzhdLLPTeW>&xR57a9 zs=@K|s|<_t@?yHjXz7k&WKik1OQknz!Qb+tQQOcwupj3|=`&4o#y!Y~Olq!aFM;nonBHjgIvAVwhT61zBlYdZe51rM>rwRlXf zocW;N?WM_pj(3Cl?Vw7Ru5imILvI>aoo9P{p7{sN9n@SyLr6!t-$2R6A!=Yj{+vd5 zgnOrDBAJ!z29Nj?sn(_Y$^L=hZIYg6d98Hi?+9yNs~z@Gom%3ciH5iH+YSmLUd8Y0met{|nyVNrjh-3Prays~7iIsE9VL}ctYj86!< zOY4;I8nr8KHnBXGR@9z&arR|u=mN5?>Z+gY+^ADg504dixy&WzEzmF9|3%SK(MNLG z{N_xehan>!)-_&vgqRcDeZ}>bQ&TM-98BwXfXMvdr|cn3ukRI&-pyN*GIIKmW*4#F z0Ye||DNJbAJL$%_--bgx4F(Hrg~dgLI`Uc^8vY+^ZygrZ*Z1K9f`p_yaiT7eE-s?@n!$uWE$uYNH7i$6`sdu*r7nzT7PRbuO=yR|o zP4V=4HQ3U{h1yu3O{~Hj44dB!>F`j@Ehe`p9UrdcjkF|Y%hWir!ke9{5H!PzA|X!H zuy)&M#zF^ju1h1UjWXZa|JPta3#vjBz;&ORlbkm8yDg7kTwA_cQbR0xYt9Up_6{!( zV7Iys+?@dll~{U(#^dYQ^q6Z!`9V1OejxbdH{Mdty_=#9VR8!)%_*sc_Q$F}tvXGg zk#ylmX9&Q2$3*UA-$(jM%d_T#u*(5x>)jVsZ-Tv$uq|bN!rFCAF`&TEr}gCUtK;ku z{CSNWeQi|g@Gnv4PK)yOD|5`^sy$wMVZ-~h*%01QCN;TnolgqAo%^f{Y0pD=DbvwB z^3Ch_+&^B~bdSYgMq7g~y)PRa!6&6@YN?m1FP!~CLoJMW)3&bNUA}lEI1{Fq`TkJu zEo1e*NZR`K1MHi+?j`GcE|FuJf9E(%{@I|Uv&aihednyzvw^R63U<}WBDLRk6~)b8 zON-hqV31VQ&E&AbzzkkGx_nhi(i7#8k@u|i{+PM%1AEystSe&d+q05017)M0wBbax z+#3ktj-tuGq@|?_P(yGjGi>o5J;r9S!EYswAEW#>F`g;nbkv-a{H5hR-*;L5kn!`# zw|a{;9DDP!5?qMI;SfwPC0cs9S9hk_M=MqOB>(iJ z{4jozj@tA(tPm|es0i8qW)kB(k*sS$es<{!fO21<_P(F z&j+djJPMmbX$&*d zO$?d-b&%|@0Fy*O`7@?aZ_r|Ffk9)SQG^pjvh-PMPvTr78D6z8nIXG}p&zoR%0+SL z4=;iMF1mI(Ms&xYX_*3Kej5Mv`_duZOn7NDWUB!6(@{MQE)U}wvtHo5B@ z8g)0WHFTDKH}<=h6*b$}RZe~BcTo_d`0C;Bw~0`Jd`Alf>s9F6pS>jqM6ue!|2FJP zgQ7;bT~*^E?6cJ*6^>L>%vbYW^`T1=I)-w&4NpmbHbB!3RsOZ_ z@lUq^xm+(yrL=vhRYBUnP5S;L+9y@P2vnoYNa!!6{p;MsKg|-masyQcOV{?#`2T(T z|8JCLyABxNyqH%kp?KJP|M6eI;lq-=a-vQD(_#9bv_uLJGc>xkb~F387{x!{j<*0y za);Mw4*$oz)5C|kGf#nJoE>$U<6k@RKmJ`)DzKzOAEAhU>u~(jW}oQ;^{QS61;3;J z``$x5EU9Hof%m^}wvh@@T~Xmv+r;}{b_~!&j2pK_0fFqH|zft$UDP9$zW-40+?Y%7`1`^Af^RrJ(GX5`+qvle}9-n z093ey$g=-`tk(ez(10nEh(iABnGz;N25g>%NbSGISO4WZ$8mv!{r|_x@Ysr>Xp;W( zcl)HalUZf0KmpP|9}U`DR=Nz^d~X-~>4(zAGPMuH0gg*qGr%vMdi1bJVE{@wBcZG)pt=lr zPMiVJR00Lhdw&C)qGa;cR|L#ZfEWIttte?c14wv##em@=;y~UW3<$WE0G3Rq(L?FK z`vXFNpu_bhW8EZ4bKW8d0U$ZQdRjJj+B0PV^tXQT+p{T))HJ|x{P9U5K)<&zgoRT3 z-Ap`G<~wEq7ylQvhV;yVxi0e zfa%)-070!sM=7PJBM<<{_}r6eMV+Su)iD5#_yZtG%Qmpi3+C&R%B595bnP0;l@444 z*qMpFgm{GY6kK?+*~2bw0II7S0Xll?{x5)&#c_K<+)waMCGI$uWP|?wW=z=`;|b9QGmMab3o7*@Fgb34ri!98L1Ar8_pRgzU7; z3;8MQ{iL)oxxYQ{ioIoW0Gwy{Kdc3S;^fpNK)|N|i3>#7$dQ=Ds@zakt5X>0Uggl^ zBb-33F}A#*F#&@tYE z&wa3mc3j&jG$BXWgS)4-@JU8=TMMr+bddw5f%-HG%d0LVhss5TGtv_3M2*}FT0UA{ z04^s>07=;(f)K~wd+Ji`V%BU4@OQnLpNXJ;z&Xmx(rttQzB|F&0@^SIN*Mk~3~)wh zKQk4}r=nx0vt^F@U>9BwrlRsb>cE{~6d1$+NDXc5K?A@gpzlEgy|VH>H$2yQIRL%s zLH6ZPOXg5J!4_j@{s`6r5ThGbwX-pCdT$;Cv5tUN=Z8oLPN8(`-lCRuQY1c=r;(+% zoy{e^DyRuxilE~`3$X1mJ!)qe{xQHKh86QjNK^7?sO3(al0`BVB2z$NvkEbfbLSkm35 zUcCCz76Ml)tx&o^b8TrAFLFaR+UV`p-yM){%v$-hLNuZZ%Am(suj`^dx1@u7qU0`I z0Ldon!8&~wqw0egx@hevg?G&x#(waCl=U>B2}vITOcob47Ajbf%>x^fqP@Hz<$?+R zl-g3QW4m8RSm}T<>^YPlxDa{Hi>g`7L%hG+yU!1Oo$#9SY{@|~vR%(}-8d8~;2j6S zZO-jC3ZGDwWzGqJI^voN6I z5rMu5kt7wePxE{E#{mRTmsA$;rH-eWaA<-^OuEsLC59UDPB~;5&O>J(eAFuW3}cqS zX`n97D0#J>_$x3$zz1*`7LU~@XD6N)Kay*>zizw#m?Sv@1(+b(7zM}=?C+`(!y0=A zNeuc2eTOJavjZjxFgLDCD3!g4kxwQ7AsF=z+ZeHWKXA5j5=DJCSe@uUJpq#Dif#`K zXwh1f1!I6oUV9t@E7TfFz5RoCZT|P&{|oInu}OkK0R;{z1}Q}26GW2vC>=_!I4vA7n(U50n&}w}O)5F1SREk~b@OHbvA`x4`8= zt%c-=q58F4t`=$ZN$m%{Fyu9oaJfY~o za^@8PS&&6^hYXuUooS>&05i+We1@IAm^!=o&FxXg2PDJ`LdIB;Rg6&GS7VQK+at@D z>zbk$>UQ-KT7M*?5xgHc;yN420j&c7aVm5CLB;;rB|xI+%&kg^y6}2FJpT zTt7a@+ozll2>J=U3E)j??Y0b(M>#lc1lJ|v24byRHnD)ENn)okaq?T7qqXjGrfKh~ zf;DzuU?Hy;&{1jVdR?Ii8sdcv`k+ToO8-wrXq*>iqo@I;z=TuF6T}pXOQ|1$$qB?p zMH~0E@C!0oIK7??-lohSffjEcG|;v9a(jHAsi-aVXIP_xLeNS3Cf;PAFz$iL9&Tnf zkwTm&ORvd_kRo|7Ntno&q26ZHoO`nX!t4OPyX}+-Ogn@`;RW)9hoYD5dp5!OQl9Pj zJFqF|R=*C{?LsFd9Zera1La5l(ZQFv??o{ALwwyAIg=q(XRPX^Cn zNf#1LvL;JU;+ws6<_f<2psF$12J3l@CliH*LG%h{%_}rU>gUz$NAJ#`{uur=Sek;l zP9JpCi6QQ}4=%6jcubK5iT~DkiKZ!54rNRhX4?c+Jot%xQkA`;%!W>7jjtLdL3+caZS1K{njv zSC55O(~;=O^ZPw^aOLRBPHLy{1PcqBDVjpo3g5!MbthPQn_x_xWNO_{- z)By>-ABMQN6M!avjjz40mSj%fnM$?_!xh`tpiP;(`;;Q&jBPywpmrMYsw$exk% zf#w0~oixy>a4UTjd$^`0ro6J)bQ|@_3v4Gnil^b#+%Pr>A1nPcT2=jb)hR-+*ll?B z^VR3D*C^U&^IJ8iWoC=KxV%fBZ&6S6!xbh21j}E?Ap8ini`MzFH+cEp<-F#^BtM-U7iwvsRpOR&dlvQkSDLs!jo zB;e7T^T<^!qKJ|$qm@Jz>;rmfYD$(kHvW?06LNwA4}@3gN$WRd(XS=c^}wS|a&OQ} z;hR6y!A9Ac+@CZs>Q8UXzAK$FDKgx$ccPG@%Uu2H6OkQ#kc7pG-BwN66%kFj?pum-iS(# z%Z61(1ov>JT-X~IsDNq)`g}~7AjJ7@vta);Q%?sDKU0w43F<7cr&<{=M&n}Rm_rdm zg5RXHzUSq4onJa6@A71W=&zY>0kJTShZxAFwAx&(#IPcrN7;i(PFHs&!O;=O46ZmI z=rj9miep71%Jd5eJK2}cWa`~1gYfo*Y!@PQ|CmJt8@&&*g5E(8t?#AjQH|~`7tuSl zbz3WMJyWME`;YZx7j+-;m?Vs89OgR*yOFPy5)7lRY1ofYq~^!gIK416WM8w6_U@Jx zva~LNKRKT0#AYt1SJS0RW_%fP%uA4DHE`*9VOYpZZr3Ls?40i$&Bq+_Ht&APlH$4w zFe25fLez!tnwEU&OD8|Pt)1hieQst6jjI$4top6EFS0PRV^MG=U2uG8K3}uK9(D~- zr53h1w?TjRkGYt~g-j;7mDUcVX-AyO`f7THvGl-Cd$2VVrr)wXc?Ou|hXs%Qfv3;r z!N*uz-dJL-Vv@m9O(|32Nz)&(Lbc7WE`tqUzMyvElv4(kY-b1hOBX$n)yRD!onmG6 zNrU39fc+5>0~<{xwgIl1QUHaFoiHhp#%kn>g`7olV+VzLk$xuw3Ob?&ApLv|R$+rY zyC8TsOXaSfCkT~OzE~5N4t|PEARQ6G()n^2zo0ZfA`~TNGjUI^ z(e+Jd4W<*{DE$(j(5Nv03V&T$sAjy+6x|tqM&gb(baKIFSc-ms#GDl7St#UXS4hz< zIhl!x058N-;|q;Zz+X}XM%Q*Qpk)Qp(v3>q-|Pg@VL(CjO=}Y^Y)skCF`g*#u}7n; z!6vI0fcaY819+ZEWpgikiGE%vzB(HfPm;+p&^&xu7v>gLur6Kb$>t?bzREKe_m~-q z$Cd?BKY8rcw$mHT6Rs4!Wv41&swx_F9p)2>pU!!o-{J47J(7VrW!0q*i@X&*V-e2j-TW|W-(sCvu;OW1JtQUM9ihJMmxXO# z5Z`f_0CITmTiE4ArZacaLZjj&_J;CdB3~RFQ|%GcPW(-D6*-wl;@XJU3__>yU10mr zWwb!nwC!wVXi()r#N3bqPEaKek`YX4)wV> zHag}CjzRKVojf$-ki_WPSWuFcFw1bE_TFR339=Y^RV;4Dv)NLVP5<{Ws7x z?S^HpUAk>+)!UbYM{hQlrbtM1nl@pG%4^k$$*k%z6^-T`*U5o4_TjNC+YKqT00=r< z;_u)}t?+IAT~K*xr%13Dp5 z94N-#i+N3D)>l4xkXa$1KS;Uh^o?E7rY9Z7YwK<$bTH_3SjUt2tzD0vBC&5|Hl0}c z_0g_mxB_Dma_EGNo}<{s4%t}RXZSM9um0raFMCPO*XcdjnTvSRIYQ0?X%rg7{Ji;~ zIDR)Apa%Rm+nw7^h>E2J-$ZncyiOLHMDE(jqy5}SnkAEwuJ{n#Y{p~~s8f^zPNSJN zIdEfy2+6(lO8qAF`ih=9uWI#|mb%(l_^l#iJITlZMY>6f7ZYetVS3OtPWYf_)nH60 z2q(%T(PJFpZhArpRU<6f{pl#)N9R8&<=^N8XT72|vY)<9_6Dko4m8r%4a}oo@H)L1 zJ%`DILhLXTM}jaF$=CahI}g9EOJjRU-N_eV!+tpOkoT1aL_wfq@S0V{^!A|Vy+{l> zXVH)uw(oZrI`;~t^&VgNK4ZrEiiCBhdD5O_Iw2i@J&w3pBLA_k8)Ng!T9scmErM*d zEImBW)n{F->vnm=E@V40&YbQEjMgmYcctkT@y|2839za<39LVq;D(f9YViFXKudm) zhgZJxRlFM~Cy)}hp8yJ>62pL0UQkS1cVo5C-Ch?GpjLe1A7yS^_1Vlchp|l3)|9Vl zMr~VX7iB4up`as;wrpnDy$+ZwSG>x@Fau*=zna1zV!vKyRlWqj`m^ymGS*YO+RUtU{zmC}*bI8}qP0##SX*!qIcL@|Q5-)cV~<^*$SH4#A3C@%)7 z`P!lQex0PU5U9x?!X=JL`M+ltU}y-7mKw}&8*Z={A>&+3C^ZVu#oXInp@xOS zz~5-%I?_JpdS1Cv^$z95%b@!{Qrl|_oF1NWCi=Wa3=5W89cUV3*sGUg8e2fJH z>*)Nn5_9enBZiZLeDTR{fh1zjIYrZr-Sl-ca04&Ui#FajdnX{rdp-S|qQUV6)DPC_ zB0#>zyw=}j?1^mTi;s|BH}IvNPaShm`kbVRiRPk zG3N*Oh}i=)xoAiLEuNBMnNSe>X&9mcM}06`r?<)n#LX|KyxKjk09N9=!b2#M7pO*j ztrQ&9jFFPt)T4*28V>lxBTgKu9zPxA6VN^K2~W1;*tbkMyQxI@Uq_L_6tdCAqPAAN zc2;lq`A>6v_VuIfOPDF+?v$+r4z-LJ@Jwe3R->64FcAVE`-gG4aWeVBA_!tm$#>Z} z^8{nVX^;(EGR0%tHO%9UdG!P*!t#rfm+w!*&O&ia&WAa*T#u*LnLL;hO~vEMv3NLW z_*jM$vjOo4!?{2>K~+xA=+nO zv+2-@eX5r|)%JX8_P&*wE1C&%?Tgmcn`t`xnE!O2Mok~#xX|~MV3AEv`>9zc!wyYp zu6}T$U0PZ@Tt`oAifSyv!+(%hhK%ato!86{uOIG|5WUkh%*6E-@a`3iDAOY4X3|gn z^j*U|??^~EO~{ro>;**h_^^i~c2$^2)%cm2fjV!S6f+t%E0yEZ6L&bR%?SB!F7z6$6p(0c_teu1!ki zSY-AF*T{ZTXU6F3UXhAT&mnhmEPG1z4Gxp1V{{v$ zHhl&}%ZBTscpYVcrt#8+l2Eu4#j=biVm`KAhJ=H3jZ=x1tYD8Y1Zg{xd#4xo7BCWB zer8)zU{RVp&pK3dZNPalL%g9Ydi3Nj59oD~qHzXc=m(cskn$#SC9qdOT;yq^BZ7-q zNBPHuB4r!T3_NaqS})BP)NV|dxV`7@S{on6*k2N2Ya&+)EZP!FcwIZFbXMPV2T|9j z$7M5WU+wU+Q+CVYwpAL+8BLDX_UX0?LCFY{juh7juRvqflu$=s#)z#H3kYI86aoVe zXYveu6f(*3&P$$FO$)OKyI^9m=y@Xj<11ET5E$n8X+x^rLdOzdTrm zlKBS0MO2ttu;j_a8sZr{89Fn`V6IK3^q*Iq6@{HZHX}D7N~^n(3C{zUU(O|Z)k5X% znGNHO<2O}*1!CrtS%4qV{EIf$?C@kr> zw7^0&yiyKdhz+7-IFgwNvF+P9Yp^;CDM!!QL$bQugSeX_=(Bava$NhUsf=7HE_w)= zBze2Ex)6u82X~X)a#ss`$~AYMK0CrhwoLGL{I6u_!*C-5fk;~u&7TcehNVwc7fbU# z!%XJQD5k?*$47YvhIUXwXl&N1PqL3QCE4<#W|GgdZ)CpzygzkE$lw=e(kFvY9#M!* zhosREhnbYsDs*)RPO(K4N}}@1QP_ob5Dqs{hZ-%GMfr)92X9eF%dPh@L5|dxV;v!3 z$r!Zq=_8Z4TO8axoeDv6-3kKLbA4C7x{pG0(9M%A$bW`D2x|^-hh{x5%GN2A3%J%+ zLOL0Y-neIB#)5xqmUr++oO~vOvlzBsDOhfNbhp=3$svM5d7Xzp1>&Ql@==5o=x5>Y zkZz)l$!Al*ZuDWNwlgJlu^yBcuCc-F*@^4COr_U2dcNue&0H{g&?!)k7uM6SLQp({ z57==6wqD6{v`Ce{>*94q6bFo1(%OnUAQ4r0)LJ;H*QzN zVjCU1?9B!L=!ul+S{6MbEXNG2jr}k-J5k6vI5oZe-g#Nfqn|dk5T(drue%z0L!n||Hz#br3Q4Gp5b`;$!XXP*O^VP6%&BH4`ZJ|BssCnjF{Sp)R`t*?TK zN58ViVJh*$1t7fEIK5^lPWt8Q9t^&TT- z={0;dtwva`P2CL6h7>PI=~)twS`E5tuKN5mTw0b=(Gn3fSP_XQk9f&9 zMutX7-rp*eowXa^*Ichtc}^G7Lrlro{EN69^%35O;h0sVFa2o~z#jcW`0FxoY01)0 zzEc`j;&DondKLor8D~+QUeD+y8+gM!Lx+clW~Of~W=F)vyjFAI_c29}R{LsX%;j0? zJaQ0`F0>(Exp01+DXkjj(SCNRyMKQ3Vg9^18)z(9H}FWoQQ^#slOPJQkS+UYsb3UI zUgzFxW;6CP^*ke!vl?Z{5X0lwA`cz*@iJ6VI@Q;44V@5AmDjmj1zk}dx;luRPtt!n z8PIZP{r{XB)nvwgZMQ|iA`&HJVg+UJEbd$y%($!uC`zkJnNO=_lc4=6O&4YbhmK8E zVE@TC1&=**FIH*7IZ;GRi6a*I4aiXX1_X;Mz3 zNNW!#F`}x6wS>LKlQ;!s;L-%@y?=2!7}X`#nr;<{)I}{b599`ouug- zy-zY6UWjvDi#=6jxP`x)Zb)^^11RuD;r#hTuvSQ~$8b0MC~s9*1O(GKOq;i+>MH?_ z0|q53aqGaD^>z}EGSta})VTHp-Z2;p^l&TADMYGKKU?O6Q>*(LkVV1nG$=vzH6Lcv zKZx~Z;P<6v=F$3(H-=8Mhq8>2CN9E(G(j4c4Mt)aA4IJz09U%zh+i||^hSB3n#uRH zg^ZIUx?fE&e(r3D{9jxf7+^J_2KxR2#5%)6M{p=w&NDARxBL!u2!R4lZ&i@6S z@QH8lKY-Y@(I_;!vh(37P*_c_PW^Zp>Svgl*4c@XTHAf@T2SebjE$wX86AdDZXo5S z%5VTQE<0&DQFa^m6Y`j{`^RY1VzEVVO49`bl3~@e`g2>ANz;@$1~J!}p@=72#L2#@ z?{TcM#v&>ltdM-M<}bE9TB?C`r1@k#rTZ*x^kXzXwqQLYzArH)Z!)%t$q1Qmu~J|( zlRv<~?5sYKFaL}*==+64h6f1|UdfR@*fklaVXoCOReOE-Nyg!%Z?-Air^X~`Ylfm2 z^XWV0l*9hS8*gsxF=K?d$&u8)@}`%??j z6;X3xD^=U@nvc36(1g6uXg~WhSX8>bH~}#0Ka>!c>_&x%yfPD|!!T`4OL4S5^_zY} zeH;$gwFaUJkU%qAPxU{Y{LziPC5UwGCyBffw>-CxJqEjU4wn}QB)rIpDR!jSBi)!@ zy^S=Bk}h+&D-;I%3)_NO_#wExUO=TE?~@$Nz97iWsqIq5y=wJjfZ-T9N*5-aW2xta z4l2v;QFYdbQMX6jQkp{ji>+jp*J1Ok-a<+p2iw6F;XJRZYSato6SUu@BK04=`d_5P zERazLGd^TBmtFx}IR+zMog=g;*a54(+VBa_Hxd>Ue?oUiV;^>iKQT6NWeu*)|o<@m6uExKov#`;zLg=Dpu{ihYB>PwtsI?ElK*Q327f zpq(S{roznhM%%sm?#u+|`h7EX6}C=dg}0IrxOW#}ELSIniaTzw0VJBVkV;kx^GP4r zD}4eD#9=-eoiNvQT=|3P-Mrwg;cMmIWq%Rdv9Hj*XPzK5c@X;k7{b-$$aTSy-++)r z_X=7$Y^n0;d@Aeq@G+dL$vK^uHPQ2DTnJ0Q0b_#B2?uTGsFV2|;UqE+jw*gnqm$)& z75Fp_JsqZN-gjxJ8VgKOCRh;|4f1m1h*c1&*rBd8O9|UVIaaiKm^4)d-~T3L@+^FV zyOW}PXO`?@Nx`K4qp#nC_v9&?C&Xa=9GJ(I7f)qf*FAAP3_UaLBtt$fze?WF&o`lu zr}wL?4!|_~T^`6>*^-F;#y^#I3{BIe?e>D*a3~0FJM+Ve+Hj5xJvomaBX&^4C`ITP z3&vwCFw#^%!ZFN)45{#jIXpIPvrlpJjbHF_vgjqRuiE&w&HpMdI$hal?+GGmMM;*# zCesN&|LNAz(hDFmpd#+V5~?q&#gCAN_KFmOSywS}WwSA1vaMc)7VLp5RiwToM|6EG zf#XCAAU01DvbOOkXND3o>{5sIH)%CtmO3(^zjYy#LPLg52(TY>VC>=`9rsWAa4EmaHye1~$;sj)o^dY}C%15Z*AB)7w31q)?j?yaLENd;L+?jI`rXO5*RlznxRYhltQS3DCD%E;N0r_eLBBv7#D z>NJ;`cdo61bm~iQ>$}Sr_1sL4XC<(hpIykxik!&5V3Qb$(KKJ`!x%#S#q)0ZwpN-p zJfPo9ArHHXj9aYDE0r5O=ZW!2d%vtMC&eYZjVS6xOu48D3HKz^Dn>G18jr46vgD)& zxHb6qAY+Zg>u-JE3a>(PvwM2={~TN%wc2~Jr?`5^=tiY;XDyF-0kNI0p_)o(b6V+R zd};i+`pnUXx9f~yey0-SG@nHV#6EwJMQd-+ z6*YOM*)80-TGyZBwzV#LvC#Ia#FsuIf#h;2uPfcZt8)9$7HV@RaT3aNzhR_A()yc% z>8f(Xa;O;zk4dl^gr`Zjz8|`EzbRhbOMBuobiHD~Bz?O^ai#VsJ{+=gMQgxBUq#FG z?Tj8@-|X2Ay2-%(tHe<4(^j0Wp=L)ITFlrUTCYcd6VBDFk=MZ+f@dhqhPDPaNjcVW zkz`}|cx512lQ{K>^US^A)$g8FeVx{QLgdBak7QV{Fm0HI?L5)9$;rrZl5XDA6vT-B zSaEEx+SAV_TIds6CBJT6VN|*bLEt(W-gRCVW~ExK$`G!RlDAV+`Fjg`x9S}a*HDhR z)Ies6yrnYgoZ7xPsSFC1IoewT(`c%9Yt;8?n~5pt29TXzs!Z^JllICi-H=iACVJR) z>!kz2T;=5H#TMCE6{U?6pwdw`MK z%RAtpw@2UB^*KzE@EwclpR(1eSjfSa89DjV6Ki=(A@v1y`M!#M9tCWfKqvQ+QoNdj zh9W=5f;KZmid$Lfho6eDwYZL^8W7=6cPP&(RVtBj{q@?Rwp}=5>ont+h;U5ZJMql+ zVTqDldZY)-wnb-g4|+#C1Zy?~-(;qUPl}PhBsbbxjS&|aZ4Gqq%{C5>)I(6k9D821 z&4peeo-W)EX|}ntGuX?Su!(qbK4a^2jyo}89&^5H(H4XHrT$p@2nI%}@y3Sq5fxi~ z12GK_CeI0Im6&}cOt<2U?oV^><$&8ITv*>s56dqhDzd4g2jF(=FDDsrfgm%Z|Sx*FSG|d zn!;q+2L%~jzxoKrKpozN+I9sFfwGTTM#R$5j1t3+HYaS4>B1%fD2OkR7@X`Yql4j3jqj8QF_e5?aJoB+)lc|K&({ms?)X=R^E=~- z;}iVhs0izcw|YX~i!ogN3Ahwuwhpap>GhK41d*L`bhA@b#V9cI-%BXN*CRcnPM%SX z>nPAtE0BKOHz>PF-I~AS6>=2ZDbiPeexH>F?(>Ca0v>qIFCv4I5;v3*gconU-s;EW z-iXjR@*>ChG=~Y}ltW;=W?|$o{THoY{S1A9q~Ot)^R~JbL00tBtby25U9m~3XwLQ9 zD0FHsm{M#~hfib?gZ;MB(!u!HP{6GA{4vr@h{sdN3YrYcY zi}X%~;_e>wPR(EabYuUhF~&PeyB_4JUZyY6Z@>xqx(a9^!so||J6eB^#%6{ zRjc8;q3X-`iLU2DY>Uh`{@3ebYE&cm6iYWT6LlGS+csINbJ~QjGJK3&e{WC(NsTni z-%SyoxOXc+zIe+XRdJ2nx!((4VM2dl#8;LvGK`CTz6qtp!XMzg{UthvR|AC=z8Opj z8mM7zdFp7S8Rt66&$x7|dQ46UBm#G%6=tZ$K2}1WSRtQyWS*6NQ}UprJbF&{ahkkk z$LRTKio=Gua0az*#)g<09tEo8qyto7VbJRvLO*G3$4wUEITqF|h&1C>R=Rc^RP5X> zoJC>3&Ftr8e78hV_qp{3>QH)alwrv*eugKfM=(5j*zYVV0Fq~WS#!J zxY@F6UwMn3MTm|qLE(6M_i=2Q7C z^ss^qt6a(%hoQ6&%U;8lJq^&CpghBQ@o;jZdQWi&GemgWT;{1nce#6Nrf57a{57k*yWBGheZdORQw;PEYqEH`L^XL^i?`|3aw*Kvi?cFcVv@Om?Ai z?HD{>6+|(|3`OkU{n&;oQ#<&=(scrlS*zAZ-(4~Q5CcseGygrw zX^jU&=?_*)HRN*3P)Y5fO=SmwrZU)_-F`2cmFFK-2-`9!u5Z8Y2hVueyA*RpRRi*+ zzh{^XrGavYx1h)JGN}40{vEKZ#DA{ic&7dy5FNSP4E$et$S(c(h2GD-$m|&6|5(8C z*N5BD4}~thUw?Q3bM^nF(1nW`s1q2Xj>~8MpEdb=eg64pOT2$?+J3b98^r&vE$~}I zx#cMS(GRM_n+y7OWgEmmF2yg=_hHmest*%%ce!>L!CuZ1*{7|gw&4!wL8~3~|AyCC z;{;IAtMW}P0U75*1#%mPhMnTfCLjRaB8cjmOeMbz#N<6ZmfYTE-~uxAC&Gg)1!vzb z5yAa;XH)8jK+xLx_8I|y(y)+>xCFie5OBAOL@xjf+b+)jv|Ao!9-Ce_*fjF^n%Nd|EI_M=ei=z9y^Ks?| z_?O^~3+2<18 zjSE1wcS^US?e32tyQ859UdiA2nH5$sMDglH&4}ra)4nH09 zyQ=|aK=dYIzwgB0kkiFSc%V2c7obDd49M<;KV61W`)=ckEc?5{04Fxw7s%lkwE>Ix zD2yEoKlpPU(=Aeth3nQ4z%%V8SMz@LnSS>dum0+eK=jnfj)&l&FpzP!qMWy@ z_xrQ+^$_?@r6-w7EEk%*OiR!YT{tnsmRKK2$1H)|{Y#3cDTeNI+Nz_c8WNYwk34|r zn1bP~*R7L%c|H1K>v6n7vknO$)Z*{|$cWJpw9b+EbH0`kGD;EORypx=V)EPoRCMn{kF_AwBT zo3@`XC|x|P=7D)Z`jysVCH`3N82xjUUjj0+Eoz~2qG}((TKwT5a(vdPW50e2R9ci! ze&)5w*^=B$Gt+5tWuDcE)=2)6l*j#Z{V8I%q@s8%@aFwLml5P!U3Ay>MMHp!02`m+ zo7i5dsA{IGQ=qy-Yr0=LyXtgQEOjtprz8Hpm)wrSU?Y^FAIOB68=q#WdTRsGm zv=L^t(tq~~-B9Q0R8J zk6&(SAPqgmJI<)GqsPw#DqXya4gfq^VZxgr+6a9}ql8iXGZ%|C{9KgBi6cS_!OE!o+1`unwV3? z0xp>!PQcV#;a}pum*NWqan_gibs}4#dI!QQy>dOaTkk&Y6j?x33OCYLXx|OtgAHs1 zP`&`k4x&_VKuEd-M0?@d&$vLLy5*!NGUk=bv`yM0<7Pxn7AK2zdN{^R@_u zy7L53O&tK5$mm6!lCsuV{TVUf!ovRi$?_+lM5Nd+tP+U)+xA#|(w|>@T;6;r`Y>F6 zBkARVf-n}H#=BAB|6Yhe%PAK@z*v-^$|mzVUxUs}HH9a-N^!7tgw$Y231@0NKPe%i zkYTErMU(JeL58i?c1052wdH&}3eSSKinqahT8v;@Sz8>4pJQ(2*R2)TA2|`4aG4o~ zL|;KsBpyAtfdZiNNNV9kR+dk4?ZUmuIrp#EduiOP%H?wv!%>+5yHG)HsP+`r>Kut} zw!}*J!hf-T&Eh)`HoDz?>yfzkoun=? z`jJ;JvJvZ_afzc!yx->7QCs3j?=uwt6z|%7rfxUw|7fo@W>~mbVtl)6crWNWc3$q$ zlGmm9d@ULS6@U-u$ogAmgL{=jjN8qSCalEw^b&#kmp@9E-xSr2E9{2Ey>Q4-?8Ywqn*6hI=sq11hZpP8E?|uJx&sM3_Wo4*u!>~QdW2? zRm~gMae%1~?p&rPju+2109^5-(l4Y~vO`@wB-Y5rL_}J{zbJxM3DAwq&ZG&{+C3Cp zcQ}l0R!PRrbw5c<4g7S}U8P$F$#y{GVm&Xrs3pF)*E?Zg5SIJSG(+8>`9Q33>BYpW zv+_{TIxQhpzxm2>te>|qY}KOlo_gv#UgUoGk54CwIg7_SIemmDO*1Wy=%kqjwj`}@ ziwIwdn4GkuOMG}rdCuwNse(S;^f=9L#LlRu88Yg(d+X5lzel+F`79RCPI9?(w4G}^ z1KLO8H}74bJUMz6R6|=8?sX+@FVQ0fi*|u34bZL|&M-0(Ymys^PawtO`&AOtXyNup z!5hwt3~ws6w=u_vB5sOvng={Yp@U4!ot0qA-<5p8V4EP4PPKL0IwN;FmTJZ#Xh&In zceXFH*SuMCt=(i9>4no1aFpM7EY%p}x&?lulsCO!f?iubU+7-oVR>ot8YeQFUY-7E z1sM-4g_uok*|$J%U$4oz-9JoQTm-6N^wF!2bj-R1=G2wkJSMX5l*#?&!R+te{Yh8T za{2lRx59m;M(IvR!5I3zSMujB6{4{ZXVWz6?S;fy9v-ECg48Qb4kw>IgXS&1yB5Hu zzHgpa(w=dz)EB3rlPdyW5`{kTI=`#Ih*Kd!;xat{@%A8J+H$F8*fT`45dL$ft;_8edISD`Eq!=z z*KW?CbqZE(y?agmoxQKT%VKb7qXsc`CnWol@-NbH)LPVtb4?$;RR%R4*km21FNTW(JX#8?=K z*LYRHEslxTQ!W*nacbE?%W-Wsuw>H%ax5nHJ0^c+LUt%#>&(M>Th5s%?rHB+kqT%5 z31QO=)JQzf4twmB!_xLR1~;y+Qj*>gmeCG=^kH||UFr|Gu5c@}Q>%sDdA$4j9LZ-Z zz9p}T`(u<93Kg&1j)&({UcMdfYxsBXpZTP+M=sygd)TYZK%^&&(<#wt#ESejn=MS} z$slV$uSLeRa()zxa^YiRxtN zRdE!`<#%7R>bH9hBR*?|-c>$Lb0dyIFMwX$b!hCRG3-aIkRz)sF3(zkQ&A2Tc||PC z`=NWt=@)nw=rnz7KYNe|yd?(nq!%1#j*j=$6`Kl8xQ(k11DC92<_t95wF}RC(4o&~ z@CJ~)qohFO9sZt$&Xgf}{Bd8y%6B3qOl7=%zDk*zq~vPsLfghj8Gu`hIcRD-xT&Wr zJpgjjIecxSxBBL0JXGSWeSsTM@zE};vYq7CsKq~eibbl}Yx@mG?8a8nwOG!vnf{9f zP%6IL#~l9zPl+!nzRDM*G>0E^u2sSKTq?~;;zoIA7_MzVTg1@dgRd>2bZ_b|2;mC+ z^?J^Q%OUxa^D_I`Tc9!RD7~Fbn{eJnDxMt;ElpsB{I#p<=(^%AA({?VQC>%?%Uxxt zxIIr&Rwp|Ir%_|TluAa6C4gzf0C_%z(7szRI9Ale*2n+L7LrcJ?INba^|m=~Rx7;6N*z{kiHr zlexH@<3P$01nZ<+1sCa)f0(B^x0}BE5Wj&WZWt9kVR!3s`#P)7fyO-pj=u!5Q>eeP zneu#;uUyWepRonxtcd%7Nsvi&@R6#hkX)-~F9Vf?&#H3b!0S;pcBf>kgk~fHPaQw@ zVFxWw|Ld`gEx+3u_g~Bh4jB`eM?dhkPlYy+OloMPV-8$YHVIApuQgoz%UOIJ>UTRD zKc`Ank#?Yv!tHc@F44WWEW&!*E8jJja3Zk;RlJ3)5}i6Vl-=UfBiNqtj5j1na<8$P z37{-HMdTan2{`Nh%!Bg?@$ek!s*s*A?LNnA_8f{4W`KqqiJZo(od}H?nA@phL>ECK zWWz3iDJZ-lpGbQTRh+J8Xw!^s7bs*atHPF43NiykOE1cPOO z-(N6plJiVA9h7Tynla;=$A2!Nv%Wj3Ud89RywQ%O>MRg1c=;QDD~Z+*QzOADSssK$ z%4CR<+umh2T*Gf+|A{>bnMVe>W2kk5M+&PISsxLgD#d@bZed>i!|`%N%Z8W-bNNW3 zq3!lSEO;>}byDTZ4MLsLSHhQDcnYD=ZAT76Vx>|Wke}MZ;~DhqmJM(*f1R5xMF7Qm z)X4sa`~cdHWUk0~vD5Fj!rAYU z{gIyDhA$QGsyq7ot#i7qJA9Q~uG{lEEmy@Asx~>M{eK91@2DoauKzosN|8_$L3#%p zO?nAZq)1nqbOC813Q__Df*?hZ7J3Q2NQ)FfAOu9EOXx`Ny$3=G?Ty!cU(fGZ?|RER ze`Kv$$;@PC&)NIz{n_6+=Hy)X^!i8q}@f`x&|faSYQE`G7ORo6N*FQdN0SatG^5M~hmhlvBaL6JxR6#fhvAs+xmRycc2 zEXhEP02%=+ILRocGWPR1a*n;Elrrx;9jCiU-(PoMR(_G)WVT!Fx)zcwpGobHZt#{Z zi!~Bx3>RJg>tIdyS-`rC(E=qa#=IcBK&wK2*5w_poRMov?X?sTf#x7KxTMu-Jo%pT zNPBesMz^P*RUSt4!5(@f#YNnMyVBf*hv#o$+T=bo`>ibWTSSKMrGGd~?!qV4E|34tAP`CS(o$a_RxTtm&$;O?}^Qh*d+87Nc*#`(*BQ%rDtp+hk& ztj-Z9Uy@1EmVfEhga>>m9>Rvp4Q44+X>IFXLyu z1v`-ym@Q)H|8B9Ih6tfZiK)&xcV*6AK6ahNF0L23WGf`CwCzN!1=49t8Q(r=tLmJ@ z13z_`mq)}nvMrvjz?*%1jGHiMxr(vv2RNv;{*rjwc5*NB||u+}uHKPCH_i@`v( zDMR>FASa=)J|r(pM9nz#H-?Lz?9iEf~FK;wdki%jx{%g- zn?=;cKEa)yQQr_P$?1S*rk!5W1GkxSHC!vkNhX=e~Ev-Bdu#e6AC zoGR5~IqjsAvp8to-*P=?L_0&H(i6kKlM7+NcKr?Kev27o1wX3 z%G|?#Jk^PGr|=a;GnvTyTzi)AlE-QU|HcDkF-^LzqWms6u3vpI8XcA5er=8F9;ovL zE9Gtn_1y*^7IUxUy9|-krim{8(Y+eCxcwe|+iBETt92I!@w0E}?Tw~pT_cy>)KApg z5J7GM4?>m2=YVXBze-rW<^XeYi!3mif(K=^{c=BZK&IvPuO7x6FvVC|U^auYPkst` zhp#!DG16DO@J-n*nGUaYmOrN9zPtDJ$U$ks5&);>;!?uVimrqv& z_v!SUsQWiemty^MTf|w}2`2Sck12jn=LXdq{tBR2X^MkGEQOP zhJ|1~4>rbvUbcOM(1+H`moNN&^ce|1y}VFrgC+E(p@_p_J-)4;wYvS>K9xzSXgzeX zbv8XW=76f?#+M&n{FEsBJvIYVp&2MqH)-NKU1s^Ch0o-)Y}nE56wlPlF-d~FrVm;t z+cyz_rOo+*tqa_aFi1WUs0@i_mFMoNK-sAPzILew zJtAv0Q6iP65=mRFY@9CI`ZdXRbw@DGXHKWqnZEnCl0jEJC1Cqo<9^IC+m9ZKPSX|v zTJdMsEoJI@y$McoKy)$16UG=8AMMpM?9Q?CdAkB^T$b&#T=n(!;Db*p6ZdT5gE`k3 zL-&V7t4n>MbvLfJ-xjNXAoF<{(*)Aj(IR@BkiI(nEzf!|Xn>UI4CWl|4QQdPW@?Il z(nJ=+6uzJaTD!gRq&Q9<0vpyJ9)7&*G?|%4^6j ziA$HB5ht}2jl=i&Q(dSmb+rlZh)nya#pdiki@&))3k3J8`HEqOD-ojv|H4Dev#i-k z^Thpn#%*H$O^H)h>7uin78#0Ge<1r>f)FUKM^Ozz0fiFM$WADg)c_P3lVnWBh9U z1$g-($sXm2vJeR8*|dC8SC4*Dj*>uH$qS5xd->fKks+xjl2nlpYPK^%XzKz#^4rw3 zegQNYlNI=?zfLqezTm)6pCyIS501r&!HexEQXf_=rRC{xLD~|22nAF{L?@}yVM=d@ zCA&&~tw4N>=HDc^u55dN#3_kVmdTLZL2elOl|#3Tx0i} z2==m1m}InLfDUL^H=iE#5ANgrms#ON+8aM08zXPkd>;&2k9y1MH4Ign;nD`#_s%8z z_BV$6^znjcu&?QM{Z&7dC8~)43krbvkpt-TZW~KN$I~FzoLGRt;dN?q6jj+hYv1_~ zY@9iY)agy!i%#-?0QxEj$O-wo0b!u1Dz&Qn_^r4?EU16EdCl~oZgmQiU*YciP?z{+ z&ECg-j=0II6(PI$inrPk9#}mV^#tz6V2v22XZm+YyH|r|7H_8VI(mHLnX|%XdXpdR#lCIz7pQoY z#}QyMGXy(BhhJ1$g;*3edm>t`{m5HoAI}e06cN9DHCdhFcdzm0{>_a|U74A>PsINj z9c1Knge7||5x-Ce@Qt?Yf+qheC-Q@SR>4xL8!owbU)zExbjcSbe1YkfkK#q|5W`h+ z3OtBjA12kAVg3w508zB}nRP%xoCf%ev$#e~!^^5JtE`9tW9MG~p~rvpwYJ zQm)FdNeAIxPk_modo$+zqBkxS(*##;!?WECm!U^BMzMziz(7{2I7PB&Mi5qb2$O!| zt<9l!g5!`?Ya=-mY2zTZeE-i*%0E0|8s2tO+ z#&0Qs?9S)7SPL{zzW_fpMgAxaB)qrs9W0M1HIakr&+@Ik;^$RThbIkD6}bsr!1N3V zkh8m7^C=)C6C*iiaEXz$QJEEQ-6!bp zDGnal6l^lL^O){rZuVGJ&VFEhb&!Vlu#E2+BMYm%=@l!gv!te|IA7(x zqDO+~9_1nRK2mrA!Ybg&P<~J!zI`=De zt^=-{O_Vc5W&}FF4Fz__MLtfp z9S%!S`E12Bjk}Azi`R|*c|p2mSbyoQadcP+E1{*ezD*8^V}79)tcra5N#6=q{_Bhu zqm_e4-9TQIMjf<*Y|MHzLu2gnj5-$xB0K@D?x@bxxU(1X{5_|ACpA>##1mA%)DfU> zDU9F!`-_(`<@TBWTXr0iz(m|h-LYDhDN{GMlk@5Xu>iM5mX#P$t?US(gjIlRzn*jX8pY1dit&=j1{#f4BGoCT6HWBj7-c2&m6ueG! zX$&iUd&#hyFCb zi-wuo9JOV)Hnnv2OwokL2=_`?_G7LeAR2BC`ZgfI>A|6a7-3Az-A#P@AYK49*luVG zsD^0*N=r>N<$#I2PXStu@d4f4B-*bhqZCk)DUI%yw>G;@UjbDDTO00`CwSUTZk(F5 zI5r2yyDQTWQ7>NU&k|G9Xp)Nwi^%Z$w{wOmI>)~%O9^Z{VAi`IL3)G4*i{ZMhS9m9 zvmw4)SCkehS`g$;%8(y2;@y@p=pJ#{ayp7%%oXHov@C>7Xf_9qD$d>D>|mgO!||iO z?y;~cN}0Jtjo0}u_4wfip6#WABg5)?VW4jT`jipKr{GDKWzSGuzvX|{7Y$C65~Bxw zt#Rm?U4lZ>9L^Ch0kig&&&U7cbHam(<$(M;lIQv;KFDWa8IcRM5Py$IEfF(Wo#h9M z`%jM@c5=UvDT(G%i8y2FY<$x^#vppiJxN^|cGr|@+wylwhnb!)4>aG{y*!TYs5rR! z>@bM0JLbzH@O-gj=G(`&6m=h%?Jo)`$t+JVe?uuW6>LO`>nSYVz44Nfn^>a!ZpYZy zq#*Gbo;INCOj)j@h8UPk8u(GX!NC2acNXjQr22I`7%hWfZkS3zUoKZ#UxQJ7RQLB% zjQLTZ68R5!_6L=FG@(Hr2RNabBD>t@6L|iJ0iNxQTbXEa#9I%_*Y6pjMUgKz9x`^b zV%p4b6}DAhk(pkzm3?QD04A`~Z2--F!7Q1G*>ayL-NGZux;S{GCptXv$(2MR+}Mm- zW?lROb9d^G)F;(PokGlZG@vEthScC^Dv47=fX;$`;1?!1*O1cSXJdZ73rt1> z?PWSZIEs}%{kQmd_gc+8LNM47A*F1*$;gOujU~a66c7=IJ^>1p9mgLibE-sXCwpSb zx2ruw%BI{hrOXD|%M9`qrDj<9*#r5%=SrdXKTTJixAav+vg$El`7IiWG*qHoD;CG2 z6o+uRT>2JQrf1C-aS{f=N48&$z*2y^gx2MRnPld1uMW*;oCK|D~j2^;z z3rx6XzPk|;?_%-TL9IlfaE$}-5au!xC9?g1?02s0D|~9?*`KB9Ha#;oHtESLvLUp< z8zI|;nOvgZxGaJlz^a%em)3Ywpf=az=u5>OR#aAUz?%~#>MCq3TT7Tu+jr7drSl_L zCl7fW)xeIn+aZJ5L#Nh22D5@dm;MYl{$~%S|W)Yza|ZYKk(%aYn7E0+@8VG+Af|b!#imY^vDG#0av8Q30-Fz%^Q6gk$~?n)qUKz^d2PG3F-O?9><)Pxc9BBLnyy2;buQEp!z*oD&fV_yb6h$rk9vx zsX~-2^Og?4SB^6`u&Q+xU(+XBX8r~6CDC879%Y_)gIIs5yfiT~&Q7@%$d?pqfMtC6 zsNBjEmu_@K9J)aK=HaYklGqponHhl9;yx!noHIzu+KT;vsi;xRxbuX`q%%*uD^@K` zn;RbXJ_$vn)ZjR>jqV9PwsR7JB-!07h+Y28pkIAE%0q_~LJ<7h3Nf;Q2!SBimeF3X zKD_5%B(l3kfAqYWswu?vyrxqe7Y}?G>fmCYme|vff^s@A7H*)y@$o~VmGF2_;9kf9 zV^!7W;rdKCibVQA#I1rzLV!?&dA`vKD{k)o)xpp!4y0?>ag%R|TNm((ulp(=5UK1N z&3`K!4;UM)AFZeY+fDtktFHd?5I9k`uW*;vWct zR@YRa#~6~bwDVGbz+}W*HD;YHw|mU1o4sEMPs0=SHra}SvkqxptQhs`E`Wws4-KB9 z;<3ZBxai#^F<)ZdL^0ZQW{9?ItUDXzu_CQ%RWPye&`q3PySQDmB5@(x_35Thc82Et z-wP7Bc3Wkv#z2rxmBtRZC;Ms=!Foiy+ap%wOl`E-J)jb&`2rfNoU<-`P@54o*O&>} z7H-g|+vNWl-k9JDKW)G14T+};oTk=x5btSOg&5w7qS_kv+g~mgn$41uF6S!Pn|M!y zi{krP;U|h+@X=x}5zaCFFJY)L*sGg~`D^zw@&z$kC#hG&IV%>^#^WL~i4g%2f(~Yp z58*Up*FOXiA8Ky_hc*5*?OF%BjJdzp!CKIZzfIO7BtDV>)*b-(X!{<%?H^{&yw7~ zOP*2EW12QWtWP5S`4ix&t04SLS7tde|8+|C^^-89eC`FkY)R%8hu7k58h{#(l%mDR zK4@h8(k`^Aouv>l1U@{o-c^2Z=RRKhLIfmQaP=J&b-NHltaW&5k!^Aefp$n2%<9d? zVkpQf#)NAyN;l%_gMzZ_^#ZYQkbHv6w!W4l|Lm<>7SO@+ zXVcS47dJYmE%nzxAEWvl@UtJNRpis7d)13gn%DJ*h}TTcW_{9pR`2Bm%zag~lG}+5 zn$i2Vp%_QIm0R_Ax>Qs>2s>P?=vCVt9W5`1gRh5p?z8Q@3I9%7Tx#&^YsO%6V#S46 zKPVm@wYs7Yev@jCY3llXS0eaV84P}~W`hqgGKLrbPc7V^^-pO>!PrOK zK;Z0VZY9YWq0&U^?G%TB5Wme1t^2}l{#|TU=iP?Ax(01du3h-Wgv7F(A($mo(3RIs8x~Q z>IE|WEK{-s&Q$fV(aZUIC*I=tYFy{lyN*-SUGF?&^{RTu6I5fAoO zQPSyNOOe~mxVFEX=36W`Eu{92taptO_DBh8U2j^yHBjuUq^>>yqG~B3NQGR{+)?PD z$w3m8J7>IJCe=kSMlxP=ckJ@I%J8+?`3hF8>03pZxea@@-lv+g-@@tyXBduB5B#l& z^Uxp@W)C9XlU;s}x;rwo^3-ta8Bb6j$K&y#m$(b;_aQ2L!PN!}YuHjzQ1;by6U9c) zC<-^OYWY0ve?r=nMpcT7h>z_$Xk+}3RYfQ^z9#0dvuSu8lx~5yavbiV89{4uKdIZh zZVO73ifk+vDh=Ntjs4M0slw3x$V__>=lqJ+g)d-0nFZY>LU)Wyil`C`y+)Bj*LFXg zfq7%q{C1O1M#l$k{#^#O8zmCEa<6L;;rnKIIx!OI`26c{2JmsQL7F*fM_e8EFP*Fp zYUwzWEK2!NW9Xx=Af>+8lz@QUb^mBf`~zE*S;401;>TlN;+Y}oirC~Ac2C`UJ=aK= zl8PH5k*gI{{W7CyO!Y4DpM~vb6mxdAkIrlug%I#U2Wqetl&b`ibRM z0Xx7nfh(-k8TQjQNdYPk@=+>4J3XE2tDb#fa=ebzMe`Q>!<^@T4S7r=^AXC&>jl)t zgr<{D`NkQ-59ISZsD6)HyH4V_%mBxED8_9-1oCGC*XQhw{YA)?=}*d-)!p%#=C?L* z)*Oz3$a_vK(}L!hX+ObZers<;bu)?rD-U0Sbi0miA&B``qqO^l2BS=IXYNiOy&mkF zkgIdWb3K{lXfSVpC%c-&SpD`pnl*LCq^5N~c5}yITwoME^K!*kB)fSO8q@<-rHF;XP^F52BQKAZ z3>-Oe87VYnTlXhBFg+czfVVwWf|5XJ# zRP>2O1?SZ9A7>VGi-y&wb!i`KJL%6p%lgI7J<$%%o161L-tIQJ_pjh3@#&F+NlzAX z$=|{0p5|6-moGkM1P0y>g0g;_-hM4bP*Rod|7Uz*qj_lKAs6sk&zbel9dh14J*T9l z^WWV~Mo0DG6928>|E=S*IG`IToMyZfQLL6#{R9M{bkE+L}^|@jdp&Oj#a+?C&d37=KsGBX-1iT zSeM;?S)Gr||Hs$T^`GU5`5N@^ zo<@HJs}O5HU*9o8`i(3ZrZf&OHK8|~__I$Uv%j&^)Ed&dzzw*YWkD-d-A-kuD zUBb%`1p?Y~ORx6z$FDACud>cpgDzK>JW`sb43TH^pdeo?$JIUuT<>C7&vN6^d&nMZ zeTB1zXP>5Jubb|Fnmzdh$DC$joL`M|l3$)EPs?Pnau4@%Kv&!Zbz(9UE&v9vsZE87dvK;tZ7#B!s=yj0XPfhAM?^IV5JFO2o ztM76U_8;#m6rLv1GJffVgn>^&z^Uis*%#w<>Mcu8(DwPQODzOtS)VfAA-3bJ!%2b6 zH_FG8$Bhej70wBIsTSW#XNHdd7=!nMu8xDUbUn&9Z{UR+;g_4fIaimvSBU;w6)-df zo}f*8*5!WQ?#^m(cndmkOTq?wEvELrS9Y``xB>vbaUtF(onMCgds>*xZ_KaIgyXg} zUDnk%Z-=T~B2cE5MLbR zhy8oJX+AyZ##4dpBj;>M-&21A`_u)xoCA5UqAxdF0&++G>2N8^4<50UEw0H~MRA6L2X1dh}*3-Z8nBmEX?j+7yX zqtwp7MdUFLY_syw7!qHKOrJVH9B-9&5If(7?uBq{p^|6LSEPJW;yL{0ANp;Y&&on( z4iHjZzV`QsV1w3#=uJ+$$!p$oH(*sx0F31Ui{a3ESBHAwxU0(#c-*S|s!Y~CfcE`s z0@$WY;3Qad{>H$cbEqsK=8Yo69h+9ijjsbbfSYWPANHX`p`)*_%d?g@tZ-l z&IdOyfOec%%aMb>1`#Xb0Vp6a^=Fu^V(=*(4DmP`cjUk!tPdothq}rcgahWO1dz~e z*Vx7)wtr_pQx5VvBJJA`i6j9NuOU6=y3mlI^Nt|-Zb=AUf>GO^)F6h$^ljkn$Z^Hg*|1#8xYfY*l)&|2^{XN9 z#nTS|9M?iKEA(L`2VqjGtbb>7eX)XLaV3P~eC}&-O|*+qkj%n&jK{k+Fw?8(4IU6zgdecig%?wWk5rf6+)6i6$tSyZrIf zv5e`hm+F?p(X5m~Uc1QiZsfa`?DMYd%&9ptDd~+F2by!j6nf4{t1Up`{?|T-g8+)}@AD4ZvadhxLYOKf`sGUAXm=}+COly#~Ve&NuQ)%&S z3)#Kc4GLQ2%AeIL0PYDR!rJtipB6#15d?Mf=`*7FO8@E2*Q)n?mHM!w{zDlv!@M7m)anp8)s7ZpiZmXUYq%-v*!6faQQQm6M)^ zmRNW@unJ3<+2;a5G{%DBKXecz$+LF&w6w0kMNbL9y2-BZ!$U&? z>Wzz$Mm-s4Fv2YffE&tUkA5;3wv-A>)<2V)Ela4q1`3!XZgSt0Rspm!0uPXo->%+g zUYA2`PX7~Sc(?uahBMk4#ot4GhVPZOE|vcUxYAWUS~NDS$*| zl;YuCudmN)+F9m;+Y&o<3`w7SKzy0|8-^UU|CioIU*eEpQPEry<3<7zJq2O8woIm5 z?M+~Ga*g?oBMh?+iGHwdR`(+4`BP6NdK)}C172R{Me z*y47%(>c<|-oD=Z-fAf9xpI3K2)d?{)gj2aYzy-LqiP>*7hfhIKTl!#M-gc~a|o0C ztRGtL{(cY1AxYCozSqypL7>;XILqn`RkmjdKr4-SV~wP5Q{tgs2hHVJgf3NWj-%tEWUu}ivGUsdvxM#q0K z@TvI5WlEE8%Ew?@<39oN?1ioyn^p~U8sJz&%ad_9{Ll>JXKdo&mKHAutqOUk@9_si z{&}`}a(XA(WE-{zfTJ|ZLfXHpxfTCQ205}y(`){*k$91o-eHHGCbWD#(($#v9`7OO zeM5Bq?md69`P<0@EwS9(H$J@30urq;Cqn$Lo7D<^s?4WNFF46g`EGsw%laL=CCdKD zL5#8$sJ#&Nfedf#ze)s{Civ{#nwO4Oj*m#XQRgBA9QzRhB=PQb`FnZFe{k>w!`BIt zp8&Hrm{1Fvw#r)Lzybq{;x1Y~^NUxIGXtv+1^;EiX%K>s>_220PISfX2_I9^mD)b1 zsGh`aWY%SBy-duBP{DdPUHr(mH<-{gilZlL|X z!XK{~)M5gCIGXi%rJUpnJl3VlZz+m%f%jWM$g!_c&URqkM99%Fgb&>_%Oue{W;*Wz?Z4 zkk1qJmliL!g?+<7cRUmKrN{berVF?BDGSv(5x-O}M1GtU;U^#`LzT||UC^0k5t|e9 zFP=KR5uMNXz5R^gv8|G(RSp2oZ=sSC+BL498XHMn_IlQnDnoF!ypP%9?xyzh5B0!X zclKBEm<)-8ObDp>y!gG5guvZ&!FlB`bp81tZQ~qQr-ha%JTb_$AinF)-h-b_45kl1 zg#sLMImbvzmTrE(116B-Y?S|y;wlVAGHs^L&;u=dl6`MZs++^StK~-;5l=moy~q`h z!vBX8-}uU(5SXM3zBqi8Q*2eUc>yTf0NPw5)i}Ol5=?U?lo01ox`~Nrn=O}{meRMs zNOuk6`0&(LQc2qOp^vXGPl(O0Mv~ZXJw>>_C=YtFma*A+e|&-Bslc<%1Y!nZCDoQ) zmW1ZO=35upj&*@k1@6(c*CmmOiu`Yn}Kb4+~-w9 zKz_8Qyes}EoF878nPEJ02gB(MsGr;@90T%b)(s zkn;zqkVJd1@9XEV8aRzG2)3CAFG!NOGzwsDCcmU_%jktJ8NbdXbYtW`*o=5({3RoL zf#Gzq!Q8obvdpTc49f0&!m!8a%f4)!h4R<91N11nPCWWmpjwG6jNh%nJ?VY}@G`z0 zaE#hMBu5nlxX&bYeSa*ul;jB_;(jhO@}3*uKC2esQ_Q`(UXzICEDXT4{Udbfcvz|cN~{2Y zE4dKb5b_i8U9lfg9sQ;x_PSTUY?NY(2JT?W<>A?%{^7|z8q*3kR1lYk#Xc7kwSKQQ zGtqYdyow!nT_z5g%a+oqtRW390u!NiSVBbhqU6wBW9-l!>xk8UXf+6>?N?Mq+8!o6h0niBw&gj#-&m;5(xhxu#467CSjquL z^o5LMiFuoeyXPV^Y&!D#d6%#ItB=LDgUs`MrzY-RL&^K7_kJsaeavq!sKW!0g-XQGa3a4m()AwK6?~b@}AM=H|Fpo(ncoP!-58R54UOj22K5VHaA0 zb@1?o-OAg2E?Cf4x7^oMi(>w6o&)6;xuKa?b(TpL&KC!JYSFB2Oau)ut?QPz;>7@ zpbz`jnp`-j4@r~B?L}!m9NUE@RXJ|;yk(DX*FwOJ$h9sO4A!qUy0Q<-Uc0KQD7ig; zg&2b(jI&b7T_tA9)PHwWf|UV&QEdByWU~BPKV_d&>eV>Q{$a z?W&y48XU9awM<7$+JHs8hFzIrQZJc);SUJ16j|8o<-UG9&FQtla+>v zl*V|0&*6aMufleFGo&IEo!3X)q20O%Bvh6=WN-kol`muj|h(I?1%L(b|jKwLier7iDKp6qy+dnkg8yz<4LC3>Kqa0-;m?o^@ z%)@kIyeG{B$&i;t4chaa_(44 zexo09yK*vsyCa8m`>F2`>_F8~cOXLbRval5S;a?2-$)(uVc$Um`5E)vK08|A*r6G; zrcgK7fM;Gjw6&MAO4#XO_{=nU9NihsU`XhovWxJOIH08F4x+; z`|A6>&*F!gP28L!09NqVWtUoPWu%opm>mvn^T$hBlIr)0q(2m2(u1_F^gpmiZfsvq z?M-p|Z%eBk{BO)xrKgdpuSk5ou)o#Wra+z|*mk{QbX3%)+6sYFunha>`g0Q zk3e^_BYU0*@W!1#BU#^;K!6&($^)8z8Fb;l4El?=srul0^B8yk&8DB-<_8Y2)Qc4@&)qz%nJfor+07lX9&uLhZH1)8h;9%5U++ICR)m%}Wld zR$lk}l;E5sf#6;0lA-qOgUnS{Tc$N();6j}qIP?(2K%fYMMb36O%a=i14o-AJh?9i zB|{h7RQMTYvOMdQ_Ot_Z=m{Nt9<;QI$HuK*PT083kF@K)0^xQ_%&`p~m>`~lqc^O{Bw`wx@8C^OTd_Zqmy%fO}f{YHSsRindI3qdOaq{K#+0in2pJ=l-A zAxhiqV6Bu4nRS@(YMo=E-(MYw4SbhE*?Q6qSIEf{10-#7+A-#Pw`AM&t_TT+SM2{f z5#ZB~5KvV4beSMJdh)|J&k9gTdC4a)f9%J&Xo}*2=!Yc&Iql^gr7KjE@19s=u5ZIX zUApwOa^^7fal3eTjHaA?Sk(W#T(p;8<525ZQfl;hOCf&GgbIvH7 zeI|0bB;#23d59|bL=kljcnk%d`CUmK1Iq@Y_Sk&2b^)g3FdgV#6TQ0z0s*}kld>)O zAz&kh+>i|uzUz-0kJ>uuy^ixLW_ACcc4@m1Vslb{p<|e4_gerfJjOSnOU9IeWlU4c z!RJ5tdfvN#@b&D_Lm8=BhqV6y?Eb{B4}rj>^SnhNdc6@+sh!@r;2E=v_6!6bH^rx_LwVnFjuTgMJYMD zX$f(BJIA8ZeRWx(2n;x;N6S2$QREmJi;Sk*sI;6!{_Nj7s&8p_RoTS$iyPacN-$yw zz^A>blaBu9kybp7#5o0(gO5%=9A-qH!ob)Yr42m9wSKp9nAu`GN^X!G3K%@}dUVf0 zEn5>ZRHxE->*8CHJQ03D3S{s(f$1l_?a}xIL6f18o%!f>r!>Vq(y;lYl4A7bwB@%2 z4ma4Cr+oK^(aop$8*}I)iT)U1)e6r{{P&+scCVQ3!0&(xl=|nhiTM3yNx@9PVTRrfo{bkp1$#76JP&R)&E2s{*QSP%kMpp4kuTWwpB^w z{|L;J7T_?=PKwfQbg{ZQdSLeOp((jWn%AykW^oCCe>oE9eX7Pxe7Hr$H>CqjAb#kT zU%*XSt2y+C#NA134h_2w#Q-{VWFZ0oJ+bcsK7sNmLF7&OsuN9(KNh&1-u=c3t!E18 zh~CjNnlp4{yk@lij;~2*_|48TL^Z@Q_p3aE_A6h&t8^DZ_bW4g$+Z6Xe6EkVZ4KzH zWxQqQcggI}!ncUX;mA^=3W}Sm(iF|5Y5n3gSdCeVOo`+^ zg+FCBrBk6sE`_QeHGdm3yK+k;{bs{E$U*Ka%70>J#%4;9Gewg2^T0!e+8&VPe4$(s z@>a5)%9(AY8JR5V#^H;=21|MUI!L!O3|eQk>6P0n?M}Tt7jMGW9Oiff%2n`*@-&9r zI)WbGkDW9SbzDgMhgvgC?qp{V^%ng&QR^@o zCl@V`k~i2WrB-@&EkgJc@$Qo_Qv=QcSBoD9^xxR^bP!3<-JV2=S~e_x*Se!sP)c0y zHHJ}wkgD9ERU!uoerDZOTO}&x4(maOzw~+W0gP9H@QAaogIz8R-$j>P9$yC>d#FFz zSI$PSD(t2`X{va;Qxyx{dMuwG>)Rh4$bcWBBb20e;80^8JP1(=%ntzoU+QhwjW4 zd{=C!9W0~>lqVJA(wE#-_~?@VOFHhC-4v+}wTRhu(9PkpLUNKr9q430ir;U^Bb|k= z+si23^NpG^I(w@(a3qPsZ?dT-3X$R>Of0@@*^FAcDk6JaN z&f4_jm{W;PF_t2Wd%*oyO)V7@nhE!<@>|8PX3Z)z=;l`tZ)W!7Mw@*zIF-)zDq)yQ!D;D;N1S&uj*> zq94ki(4H27;J`&o>XQM7=toKth{U>)Zz+2Li)Ex$e@k8u)aVg+YWY0T z9K$~JvM@*9T2D!V?#S+J_LNJ;dsoF^&6)qpz7j|dBJK27C%L{)u!h9OYQaoY*;a?d zgn!m5>3%YlhZ#@V6eg!l*LUn+_|xeLqR|K zT=};zj-FE9!MD&msQ<~~z=ZxSnp1HIq{xF72oQXsz8uZ7Nj@WFD&cKG*13BaTILd4 zOBwXK8);Ihp|MIG-uC$O)0igjnMjQt%VS1bqSo6P@*}l$Dq_u*_=I6>_0Y5=xeiV7;!xvkCBA4kIy_?Pc}9*}wsT&Z?57W69W`%^p{|YZ zCrtVp-Az`ZEP!YZP91jHpYXt}R$k87@049V&q0 zg&N#G3ya`#e6=qK$8`eqm94YozbTb+Y3(=z>3hcaqHC1Zu z1k@QPV|S+9p;FWS0iabmruSHHW&Ji~MB0@bkWj@ zYlC4=a9zLXlev=S!{ostKk*f|g0s)Fk{z4Ix_h<4LX<8K`uwt>HWsa0etpMJ!JhOo ztaLfn9I7d#I~`O~$H2tk6fW4RWE*;2!zgT_LMx~=Y>vRZn|GMYdN`R>cTAdH=>_$h z>_)-WPQ>a69gJ>iuD%cT;NPn}CiedW*(`qe8^YYB4gQ{3;VZ(Av1e+j)KtGe*2;g1 zV`AffGWACe5U4E%Kqc}s@V~?I%?O++8_QE?`E7hA7b7eJ`G3oYz!U=cpF_pywgjG# zKL{oATfK5Nuhtk~%L{!$5xZz6_UzWNn^qv892R-`@j%6^qT^nS!A&>R1c`{IGqU?l z1wmg%jCW4H0Nm>Hv6&+OO(mrwk@48}qbx_^8j1L2BLNFaX|v|oL=%DL5zgw~ny?)+ zW16t;i6c>Lu7YvCYK00)MqBtNZs)N`umQGVoN`_6%Oj&g$~#0 zt|bjT1jc2O-^jgoL&2G?^_#GBb|H_dmi~jL$X2HR*fzzr$WyZhnK32y9>^4>3 z{q~R&%krfUI@FnZhm8!YL&U1rB(QqN^p?n-R_jW$cTdorFAs5-7xQHU(cRiZ$LIi8*b*Hu}u5?rzW8nrkI_vRy;^$g49Nuy<+-%>;Xs|KN-pylM^t|+U+yd6b=R#02pZPU#qC|X{R>H-*$I)-$$-zP~n?a?>ePu zKPJCXo4JLR`mi)GAwjW7X_hE7lW8BpogK-17eWg2z?4oxQ;2sv`fY+s2<(C-IdU@t zyFwvo_DQXw8X^()iLvkZ%>>-+Xl5|Yx=-CY7hNJzJI3kZmafHVVx zv~)>#N~cOAAT1#!jndr=%n~V{jBjcd2yD#^AmkTx=5YYw!WUE-8oMIO)g8<{fP4w_QHs5O>8^vb|Ftm4-QPBuD z3e=z%SRZGCe?JeT_`@^JCJ{9yc`kff9k3oV`gKHdKk@4}Q<}Fa6vpDdPV=OHZ@&C|0CD!Drq?yd z%m-6~YOe50f_#gHTUSzM%M&{uCPd~(sWI#17@{9uwN@nKGA*p>1x}Y23cdlihbmlo zBNCnEw^8o@W%@jO{v!3?|04D42o>e*y_p?XW=9dlkUtJxmr<~ir{Ys|ZSMYt3-;1y z>3Vd|sJ4$*N;4+;w!*rgS%q23Br9x5pK*qC-WmMRNj?@B!-38RR^L~=)=p$*q+?X2 ztW6JB>&`JVWXo(O$g_VzkoS!Hx+9R4D;9ft$8>s-^{qk#Nse-!)?czdrS8oi6^DY* z`WCw!6m7aS4es0K&-WJM9kEr|A6JA0b;`&*W>3vdASgs&>YMJ_WW`aK^>5bSx9~^w z!Whfl9JejIJu~7vcm%IgQ-V$UN?=Wx4~SNaL{ZhN^3`()Zg!Hg0=mTfMe<>2wrBM^ znwJPz)mmU)SqFW7?a;nfHDZkD@Ucs>ujc*uQDD28OrzI?{cdSEFb)!Y+h%}mx?DE|$WZ8s*D`%1Q7MCAM*guPv&^)6x{Y%)x zJ0o8m+?OgoUzJ?Gh@_4;?Hw0<`Fd~V%ijHko}3gVF5DvLgnr46CT36m6pQ-w;Ym^X zYW%pV?1^43e9FwNcZQ;c*UI!8ye!&W30!uA_B`@w9`zwEs$2~58?&)Fd-}m{{#*Ck zdmH-w)KbfXz?Hl9vzwai^Wno4OrtiW5U?H2C5{bkb z9Xvp}J^cJz)|NiUJ|vogQVUS4R_ChIWjP%IAQ!H$k3r!FC$Ud{j-3M0MHX|rlRj_o zeaKPMDo(^;wtE&^6)>mKi!aEwCwY55**b-Onuf}@HPPUYd3#B?W63$)tRl7iFKPK0 z^D}_^0YQ!`Bf0}vO3y2v1GFR&Tx%qkAMBV5WvCo5SR3{s&X$-XV#IJLOBU>Zu$eXX zdAW7}ZoD-nMdZ@#$Vdv`xTRF%vWZ#2x6{1M77i?x2@j1*^K=faUXs3HoCS z(~7VLwV!>EgS-pf(6wF)E7fm&La&oux+#br#&6z#x0xLE&BxT4VMX;j;Qwn$%(1mbP);Q+_sLZ z?|iiCA-O4ah>eZq*G}zj+@^w}HPlmEQ@6?bxkB%xXL(vSfcR3WsIHy%!tZSTo@>1h ziL23N0o(2x^Nc6YI$pKAXCIUwX(IxhUw`a3`jKg}C(uZDw13yEnDdDMvrOUe_*rgg zH7@I!`p;AU8~g3}dFzBbX4qIm%+?urcIK^^cyI+RXj>z2b?E}rz{8T9hfxd=ne}{i z@mpBnecp6;)}JF#F>ay>uQrBVU9Ll6yvy(eY2SFb(#M%Zun@x&Dx0EYhT&NZgpJV{wB%(OA99BtPD~nYN>^>bKrSeX&cf;aGt(R5i1TV}tXm7D7QL_dno&~u;2KvQc{Zt_f5e14siEB}z=nfXE zJ^G@yxwqvxVSeOTJiY;j-g?4rvz*zl$4dtnma;0|r!m*YQaK!+)KK_73#yv9E5l$ei!tjC`}$b^TfL!G=csRyy;T zo<-|R7eeWCghv;E?&ukODrfZ&-1PL%*h*-d!0d;8n~xm$_tMLM<PH^A@BT33m<_L-@w&ZMQf>*Scr zMok>rm)4~N*8d^%KlcFK{+sZz1CAIp(+wyF=#d=c9qR3DIcVAFd%}~41#r*VtR@44p|MoLtKIZq~4w$~w{C~aepV$0GfwMcj#(XvH z^#6?tAaez7>aytii-|n&E`hF~&fA5~Y$R8y)HcW#c*>>~aEuvv9AR^i`_In; zS?x;7y;&c`ls*n(Dt7}^+mO>x%d1c&YNz{u42Z(`{#j_@57HWcE>&1uln)m3dVCu6 zg3NkpNCVM=lQox#OXQ+ZtP}nX48Y;nd+6@oetER%`XfT5?FP_dKk+%sTmk>}ZvqK~ z>yIMIzdlf`bs;%<&43f~K-bfRIDgyIY0KN`Bp`n+3}Q#;O!*$e@gjLi_hM%e)Ku?8y=n={k; za*H9JM{^6X`)Xo!@R6~b5sahdyA42~akBoMFW_VyK=Qm`#{dCqk%WZQgGmMEZkASV zmj(g2zQ&8*gro~em2a<`S2d}kLp`LB_ba}x3#cKa$IsH}zu!O~aX2t03Yf2`d67)1WAUjBE< zK&W64sbn5RN|vt^`K}WSy*m%l&L6{Q5V=E7_s#H@vhZ>ivNWrKL3O`MaF^G54+Kf#Sl^ZK-JkO1E?)JC<@m$A z0%7Zdsm<#52~O966ZUr(KtN?Z1uzht%lkE%yTXd_ld-Q}fc@FM{AM+2g^*zO zRL-5GK4O1@H1N_s@H67`@~q_Y_A{{zWD4SN-7~iT2W0SXdIh+OvmU2CdSVKj9j9EK zZgPAR27L~e^MgjWyRN>I?m1^!*v49PK+x3`GR_A1$u>RQdh6A3mYqa*oj@nP>n(MR zB+!#e!5bVGMpA0qI!iXL&q`xDlA6y2;qFMxYdK8&ObF$iL`T~H z{6=>gA71q9Uon9Lby{~&p-3wSIiKH$dJPqY#a~DqU6W@QdA$g#JEyDOh+NFu955>~ zvZoO;lp5#4$Or79POqN)@xqgW z3*jxU*(`lFBGftyxu~#|!ZA9^pksZ^+ArIux^n5fVsJ0@;vU$?J6}iMD{)UY=?=D# zcYF)oTG)8{S~h+ZHTBVoX6bLE$(@=3d-mh@0<>R;qtuPPjsC1e38rS|Ep80f*~;oiIN(plz*yNf-B0 z8%FObx%;8{xj_FwhpsSni|mM6R%QbZW;H3^%KRpl{$2L!WXQjliPp9EMCPVPChKaV zD(AAXRAc5K%!8TZdnQRLz=~}J=w_QS`twE<^YtZrvFoOpcS?+ zDRE5y1I!3J|FY>1K`r1qLN@SLy_I9U75?A;b$Er%o+p4ow-N0Wae*o=gP0pTY@1%I z{GFk{r8wJpchRbJiwrW{Cmh`WGg|Zo5#hhaNVBE1sd^yW%PFRtd&rML->4bNWJl{{ zx*W=Yb56m}p&)clYI#CBchE*$!3H(cOqLxYkFUlw%Y@j+_rr? zzP-Cru;rm!YGxWpR66cs#EQZa!~$yNvN-ub zoTJwX+|@sW^tJr|5VIj$jG2q6V_=GXIn&#I3j16JDywS%8Y`GwiLQ9}x#l{fW@mRB zEN{L(`jnpJNHy$RlBR@Xv6u1srg430{dUMMx%Q*@V!A72^lDIiD{Hd-;oBcDO4JO! z(E?LnjGn8eYL6<-2Lo}R2fLzZuLqPgp{pp<7FXTmo)?4e#}ryS4bW8x6NKCt-xB4Q z?VxK{MN1Oi>{ZM}_TjtI$SGRLE?N>b5wtO-Xd4tD=sj^Jrno!-W<682$?&>u8$-0= z`>$7xB-Lwe>bGW)U+n$7bNTyZ^2FjvEveNbA;8Ckl&^D5aSwt1v_Np2Gxd+mvr8#J zFOBZh8UL^t?#Wx*D=H;VBQt!MrN+Y*-?KJm(b3s&q*l(PFlU`#^xN*o0(d-;qMkx% zj2=6?O0uJ>LZM9@TK5+s#Y;fRsx-SSB%XEo8S3G4$k}!1`#Y|!p6(cm`R)r^GZnvh zOwz$3uQY{{A-N(AJjpFP4qU_R9n$4? z0`;FFa^Ti_<;~?vQhCv(ac3vIqkKmLXVwM5Z z@AS=ANVuZLzfyf;M9=ZZnzw$t3h=zIBRY-{5`;HMz5i4#{IHMbo=A!mD3;t5z>vVY ztYSjr$a)M>Uv>#ZER3ZHhWj&E{DInr;VsX5EA#H$WHPRByQ?1gATuys3slD=XZoF8 zl5IbEw-lRb|1}A$dLzY(gWka-YXa%i?$W(TN&B~>eCpter1alXrk{CZ5;>BE}3n>hUN~`*5Eo57<7Rt2A{w0&3K zd8=wg%gGRqVk`IS=-#Kr!M!8OMMR;^3T!BO$>Zsvtyd@xlN$AK8urr=5egN7*t{C$sW;z9hpbjglYga=_c*W* zQD9otK7V!nD9Epm`L?%&3{~ZJGo{_^$duvMLF1qxZk6&eW6xvY(O@a6#h`z|L^<>nawy0bRZYL$gcnXV?SUHmkKy?8I{wFrT(FXzAjb~rPb zeLYp8OtnT648-0&~hq$<}Q*yDr`T0`p>xfW5N&zcuRP((wl zm~!wTR`p@42M^OEV(h`M<>gnR_nCEMpufbnEtMF2cGN8AH@>SH4-W+SY1oFePGPGK zjeJzvjn`ERqBWHwS^eQ=CS{cJrE))gJaJkYkA-ms(@K}NNkbbBeQgMNupxeGFf5q9 zkE{lvQGW$L>$9@Rgg{^K!!_u{?g)6u^0M)0v>*mMg?fDw zUv~WJHRcSzc9Yiotq!`sT}`Bc`bYeBS}Jluy+P}aL9ywwZDVkX6|OK-k}>tF{_fGa zrR{TJ`rHSTHgsE;;fRV*te@h`EQ^tn>cX+`}p0kV0n{hCa#|)}|4hm?KoP z-%NJ2VX7$G4{!JOeRafO{cV9B;>z9@Ga6pAo8{XFs*5`a2@>vovRInYGoALeye&z} zT?YIiHYuR`@d)C==pxW2V7*ro_XnFH3Va5WArUm1TQigIqCD(K>m)_5qXXl*dYz*k@r2n}+OfOdzzA^S8b_?5As7{(J%|~SuNheNv*FMQ@w>gH};sl0HbM$PREfm5vW^mtvfip zs4d$!E*AWd=Es8`91@Tar=7fY6Ugm67%TnYq~264K}e90fGUsK2@K+F{-B=B$&cNL z&%Pt6op=!h*1z#*yIxGBYp~n`*q4H_{aK%cdmpe2Fh7z8v7q?Eg^973X}Tc9hZ>L8 z@Cxx??63ZK^^|ahbxc!Q?6mk6A0=|$bAFZZYD`Gz`r7*)e~x;ges20;qt~D7mp>h| z;(H9ud1$}cyc_r>R%MYXVULR+2=2M6?r3nBllC=e9?r_0!Aws>kj=N><#rIuGm86N z4_gKt543dkefvi0Nm2E)A2e2~F_p9&npKfY!oU0M^F@$=Xhp2o+fhdGb&jJ3IejrV zC)`G|lTRR5jJ@(8lRHU^@V+;oB-f5z){5tD#A8!4V?ZUa;JeZxg0TSF2)WNbyszx5 z6)z<2g>03B<&?aB2#dSkf*T|DIrwfr-tKxFX`J`Ye@3GW3j$lm2?59SqU~aul={FTwmwWx&;YSfnkw>;3dv{(| z-qT|I9YZjO;#armICKYSo;#}Z+0r3z+HhFvRVd+$&;GMsgZL3tg_5KnDe_4uVwzuV zs9J@dkdxMO+Nrvp2#bF1T^n`?4G2@i!ka?nH8m=kVmb)x*iGH2*$JcwRfP=|3X2jx zHp)FOV$;wBEF;wp3}4++=)0b0D|=vmxxpM~9_dA(**h8Gvj~Gy-u5woUJp-a!=EIr zhgg1ntB$XWHLm}{dDRUhcI5IWd$6C=jh@Yj`xL|xRsQ_X2FtlneS&)%nHvvAhL}s` zcUv+CR_+1YNL>A94a(0^1GL8YKKK4!ZG#Q&cScL6C0LHcd#o0IaQa&nR!=y7A9<1# zBAweubPf&71ml0ztIecEv6{iC8S4`q7YaF$!zc53345=0CqRZiLS>?{Bu65`?K;@6 z-u}b(C;Hir768Nh+(xVUeD2Uw&UdMVsAP_7EsnX>vzm+ z(VnZ419nCz>H2#`bVG7veUZj?dxhR*sQ!DXcDsF1+CJdK3v)gmS+fh2aUwVV-VE8K;dxNMziHU+AyK7 z${HaRwn>(oFMyd}`0;Z3<(OX+16$Lq$tHL1YtDTp2PM964jWR`S3Bf8W7KT^2toq) zXK&FPr)jr?WR*JOFAHffwxgmFq~k(&F+^*s?Da~WM7Phj@FGQj z&i$n$=n+2+$`KFcL%4q!!ssb)K?_CqVHlKQ!*P_+S$s0mk*LK%=54)Fe@=lhW*)*oj z;m&{b%J3A=NwZmhou15kBfRv&m}HUx^j<03C5XLRr`nw_ZUq>xo0k-(iX3s%z_|6P zUh@|po1|n3hTA<`-uyh&!SF5E-ZHwl0;mB^~ZxAg2r-9nhSI^=r#^y8f6MmlL$+1QMd zDx8jf`m1TX|6UWKqw_Ugdn7EQlmInPxfKN}((I+hvNgkV1b!@~W{N5|CT|;_%45UU zuCdVQjl+aPuth<QP6~e@c64=edSvEE(&-rNl|6HRo`CUvP)PB?bjG+e_{7%n}ISo`8y&PCG06v-}0RhkS(N~ ztLU=rz|I~5f1?3H;dMg6@kbQ1QIGzV?&!{E8mKVzefdHo`0~E?V3<3X+_l>mi0kZ zi0(H;eeAcf4^Z5Y&idE*R{V-_SW@*WWgur)M$5?8;_Ux8X?`(aetw|ts{|t6D|yPD zule91T2nkI31-A#Zpn6hM=T2Mw zRS~UuliWFwdEcOA%_LI?mz*u_q4&F$IQkP@oo%Gi$jJR>{M&5Y6MJCO$ZozE8|pw{I%oE*1rC@;}(Z$`&}3BViSsyD=r%BavQ_l_G$^2hAcb8w#TgNvNV=9$~nRP zU{Xhq>q<}^>hT{jr<=?z8n6PuEeL z9&j+z3i$A+R;hH`A33;NPH4a~QK$9~txrI9@OGmFMbsY|SD_EgBuc)a-Wi$%8m&$|h+8cc!}bg(v{^g#k!5%|`?*2sip&E=N$ z0uInUACu5)vr|hvv)?J7q9H61RnEi|gN}^L31D{l==Co3u%EtKqb`12CTuooE^4FG z3DhWtT=b?f(z}CKLy?8K9XK)yRO1OvA{S zUF+lPX5uKUyQ^XqHySyZ$t+v30~P5-Xc1FP9R!xXgq zqBgt%@>-IUw!GDb2!iSS_xZpE)eIMcL|E0@(ou@LJ{9(Bn(V&F;21J+1uSp4_lCSS zzfjFIw6GO|Xh|8QT;r&}B>fctDOf+Fpe^_d0Xx2q*lO`)Y9vgr&GJ`yBE2@vXf*^x zd1~bB=Hf~b{yee-zwD$XR8a}NJpHJ*n z4!1!FAq;uU;t7XL%TM8Ws}HSIhOlf#v~zwc?(ryn?$Gi3QzgQOp-{%~5vmHsyNymI z0S#SYj_ck@6KShhv?~0-5}+x!5fR+2Su@8@j_$brMi5ZzC$ds0qsezRy64ThTEmNl zv7a1B#Ez~^ylMU|ANq1y@{u-2G11%_%Hh&rp|lu?g~&V@N@izwoU zr>=oAa2`w4VQlvj1$cjI3uwV_3+;<70E5QAvMo!%vBjUxuVfL0&G(>4kwXkiHzeU{ z1?QU-=P09&@-1Dm+%mfhSa{dCM@ap7Zo{X0o>8bY}j!)F#g? zGlLI&v%NHMiQ<=Djj299yDHN2iQX0Q1?$(2(r=Q>UelT(RS?I=9cXWprpF3;PmNYn z+gSFIz$b70 z^W={}!ex^CjF_nLG6~Nklm1rbWyx+cpPu6pRCWdnTlxB0)umLQ5>XvP2{G*TrI)Yu zWrzp3!|GL+E`KlE!M8o8{Su@Ht`a<#$Cy3^f`rqjTAy`%)(=v#sK@rPLw`{D97s3P zJenZ@6CEP*Fr~^`h3Qdk@;jy_&zWdK0tM$$*kM85BB%|g9q>4i$}Jqj{~dLFB#cp; z0!>b3OsD2Yv)$*WEDx!qI`y=c(7U!TcUV?qWoWW9ag31c(9`4KJM?7K&!JEyAk6S| zivv54F}S;9iv<#O;%Yp%w|C!V(DHFj+OP5z58nG@Y4ph;MC>`x zs37r%1)o{s8lB|8k75W&`A3_b-%wJ7^d&u9uI)p;k-B~)pLf$U7}buIR(hYvJ0vHz zJO}$-r^XtyHjt%d=?pHkQRdQN3LB`3Kk{~~?oP^}0>VEPZ|j%-X&Zos4d_Cm4bum8 zAF-IaPFcN-e-}NC%Yy5pFZw)hqUbe^!B_pg#zDm1AMUP|@~_{A+6K3d3if?K$sPkJ z(1eTJ3k#zn|D5z=onCeLt^(_)hu(AP<02+9nBG1EIwUUqE2Y)%oA20oEnevFqpT06 z>Z_^JmUei_wQm}&h^32goC>K38VlBu{TZzY{(@6W|A6-<4dbra#loa_^?Q> zR~Q@FDKkf6 zw*)v3BrQwD8a{S7y3l5v-?Prh7gUAJ>QN)8@mtAh%o^IZ<9-7VyAv}&d zkH};{GJ(+em$b`)PF}WQ;9(bg9`kryA&9^jhL&+bg}WRO^|QXd-wzTYBX_!YlA#yi zV5YxvCw8K7W=;;FbC!J~+OD<0Oy2eoCHY)xffIpkxGBQXDNOm|iAZ%Mz76OX3rd*} z5z|@-jEUTvY%5{cE8XfL{W8>~ zF8JNm7uC7Uwp6ogeO14z{`r5o&bq#!Y(Q*~9l*YvNaEUMOERd~y;}lF#!*I52q!a0 z^Srl~R1z;>Pq$6`g_$ONj7cH=`lvA$Uag1kO{Xn<8&Y7~Z6i>Mqi(U5c>G*7_1Nsg z@@LYha(}+ZCD*%#oh=n!-dg$0h6shWAfHbU%<8(vfx;>poqE{=8ELppJ;-!qMIS44 zP=DQOvW=2!C1j9!Y-}B4H9Ev!-%8Lb(w+6`?b{>o35m`(x?)|-*Gc!>&v0yJOWY0t zi)@lWkvXo$(5se6;~NzV=_twl0+~$xPTzoK>6Yb&kvl;M;n;jUVLwB8f4KLLhpi>; zI$`IeeMQoaO!6zzv){|s?#;Gn!PKWE7?r3313ssGs5FfljyBOg&=K>WT6gPOv{2`^ zhF2Y(`Mwtya?2@Axigx7E<|TOlV7v$*2dc7w@2AbAoek-ll#5d`@PBXi-xZlCK$5N z2f|<$p8J*tms3vzZNRwN>YtsKEe_s)kw9&majllTs*^cy;9LV!*bmCLcXsB+2lP(| zS%X(C+Gm;-W+P_)q~lB_uNd+wFA4w01z?J?Nq~~n*LqF_wnE8RpkGeRf5_K%Y!&-? zd-vD$@gr^beVW8CB%t&=+}hzD-77?Smu*#RGmF$EKVhM2G{$ag>_C0b@p4t{KQm!~ z=0-GA;XOXFQqLLmPn5VGsRQ~jGc@U_J&JVPku`{z=e;y_X%^)wUNB79T@@;Rp&<; z>1|qWsJ_K{@3b|@*Q|`+skm3aErh1JszJB& zvC{Xp9-_TL1R>UJ8O-jT$EVC2Q7p8jqxm2qcQ1Px4Ib-}YTkare9wif{!Yfu>@Q5VxR z@1ra0^9`Q5$){@k}S5K-s5eBF(d7m~Qf7jSyWJUOY$rugmVk2^Jd?cp-57GSEd_0TG9OMOzG zvYY#HX!JtERZnd&P+{wQ1gF}IoaaP|D(RU@ZkG^+wpsr;$)_J_Ts(=REU-5(7E&kb zIv~VjZ|wdleYu~Amb$#z6WaK4{KU*6k%25<6=K((V``gQn#E7cTp3eb&xy|ZhC5Zx zsB-43R__p3?vGzCBMXYLOQw&>$=|9~)vI#GV$C1L&zi%x+!5g4PM6rq5q2 zy`xx{{gvnM$%>y|xf^JGPALM%b!8tt%3x733|`xME88)UO#8fTFW zw@;@YwjpoM7JZ{tvA{a^-J#ND<_*N}h>-vFNa5Qg57jxqpIL!Vrh>AllHbk5zxH%# zrf%_eI`adp{roZ9aRRMdE#btUY<$-I$yTmiPUK1#>20Q{GM}E7^Mafqd}12{K80JX z-)kIGT;2q*0K59)evWyDFu!S1w$>0k32KwA>Om&3;KKPDy=B9 zvP1H{e8lq-0>rFev`ExWjI!CYk<`3Ssn71kCtuvlv2^XUDHwLVq6&8Uz^F+t%k1Hr zr?I$|VyU+DZ)~mYfc4~1v4`)x4Ns?FzY5b--{z1Sg(9xfv9#9STWLYPi%X%)p#MSa)}zLe8sKl=_?8{!TP z>pe}pn7vc-HogFv8D<**-OjYNfjH|zhaT9<$0gz05M2%x%Diq)WCPgibki}8HR?XM zT_|YbCFlKBJQ-06*};coPYzC}2`8T7&_oD_n(sv-iyV8RMSdmACqmWG0t+3-1Ovx9 z5*8K)m5J^Zue;mB>MgJkOiBp0xNvq;J+|fZ@=(ZrRQxPc$o@KeuSIiTsemKz(D7_Q zjIQYueRh$tQ8K|;DW2lbJy%SlYHI^ZF<qJ?!;dV;3 zn3n1@48@+yK3keoKneL$`3^5ssx1Bqo`pKHD)KvK2jcptm_Hk13`{g)H5TaMIB;E7 zSUgG^o?hIwX0f=2Pg$#L!Aend@K?-&hdgS1xLsxt<06qG{Bhd^z;&892%P^MPbrtbzF5+ZRi!s)Y^ni?qce9Vxrjx9!o-h*9#$?ei1w-}`|LR)bkrj8QIhN1=L(7264@G@ zX*#tpK4F7q(~tX9_@onbiNVFjFJtreBucJDug%Y2+wCN8Jbds(BDEIP>}7^rR=JNs zOsRh>%`pFgr&ilc5x2%3P!-1E*{3&8bCh%+btXEflj6mug9{@GAzE@c5y{LNo{#&K z3`yD-1hd|m_j|j5?NM=wP*L(v`}Y*LaATRU2NZmhlQf3XKDH0E)omNk}G5OS0ipf^DDG(6QMaim~xPjgW>o%M*G{o|AEo7V{cA+))&M;+)?cN?A; zc_kadkHYham4Bi%TNsk|Tuo1;N=9*KyE&>lCG__n`jYHRh8+mU?_7(x&JBC+FjosU zEx67+t1@q-vWl`AtD{HA4}K$ueDkP+Bc?DB@tVRVYPOWy#tDs~L8+70n#>0o6Anv`Kr#%N|+6046J!AkXR>}j0RF2OocuLa-l+lHvTmixr-==9W8QUymd#rW8M>p81b5354Yo_~c!FvSiG zuAiGsxSYxWG?V0-)3G8|nt*#27uk|2TQo+*le<65zXJI$BQo~QjtsQE@_u@(by7h+ zDSVOrym{6&8cM{EniSn72lE15&sb)3eGhMjtur+sHnpY)OdVj&bKMJLQ4_4YS&;;r z0rT-8vB~%?uTlAR2)4Qnp5>`XL2GTumDSshE&KE6x<5t4b8})9p|`$x(J>5)Mtt(y z>1y6ywhpsqB{dvk2=T?c3pegi8H+*@ASN7%pkH?g{u#7gBx5sqY7>jaz#*h6ivNeI z;-|E{vRq3LTgff$$o&z|_~p1~5YLtNQD4>4wWVWb?#040v9ad4?BvuI%}&`|IrAEz zQt8H%bT8}rtXDE}uLiP}7PP*@mHXHDn>sy-C@Vz;`Gt?rMJn1I zcoD5VqapvNqwWn+)U{X;gv;Gx-tq^;qiA1VY=c(B3Jea>PDxqUNu9nXzz<@*fTD0@ zDCr=|G_e^_kF)1L-cL#R%tlt2S2u^-XA9YDW-riu!9m5Z1B5t{uMgv#)aclFCL&bCd)Se-(kK!#wPaE9giz=8TgaYt_BysJudz8Zb-?Q}^38p8D8xx?_pxSj zO#IK$`BUU72x1bN4p#`fULe1VAN5(+->#7Y{Y}U9CfK^q;wtYu^U8l-v=U{odf_J8 z?krP5R0fq@y#6frPD$Y3Kl*#L4iTUZ{7%5ZDcrX3h4Sz5L5b4*(f5yEoUY{O{{8g7 zZ~V_!{m*~YsZm*3*$z{hyZ$+d|9Rz~^Za{wR;NV#0^-+4<68gMm;e2IR(uphTGm&? zO;oCX4*~c(D^L34J! za+kRmQ9K`c+GW^n6 zA`emK_+6IUZmN;1hjUrt?ky#<_Gf@8Ln^M}cNo=X(%N2iD=z|YGS92nlsrn3x%o}d zK&<(MA#fB4v(6!j)M_Kw6M!53(E(het&`X%e#>?1o@nxSrSjUSJN4w2?YZ``C$l5 z0#I}7)dMQhR-Z4#eR; zlBE|02C!b;d>qHi2?;U^eldasI$~l44-Ov0$5|QBU4^^&N;b=@EooYto17;OFH` z8lFXCt%;E7e_nXg>Mu~S5G=S^=+b;T#C7J9@fB&BJwtq%e^v21l+<9`({ICxFekd0 z@9XM&+$u3F){r&|)4auF;FQ30R4FVH>aT}~v_;xfmTYoRo-KuVb+_^)>ij-C%e@EZ z*3^2dc0$YW+W`<`5Rl5IzWeZyp&e)qp7T?qq3h@edxfzQoY+6=rwvSbBzKCEPLBb4 z^+#)omizz;@^%mMB%;6(P$~Vk3JP-AQ&eAe8|KNr0zTkPs}^|kQ$8hQ^fD`#=7$|wJaby(Cl}pcuVv(xu?%Rin7b!zI#=MM*c%@0RzECU_XtQ83%S0>m9A%{seMLW$CT^$Xtc*r%|_SCqwMaKEa57@SqnesF&DdFJkhkoy|UdL zoReZc2#4f$UhsK?`*WHCT7j_yS@k|q{ond={-!q!Mb7^W072gv`AJ?p(s*LP!SJ}z zZSJ7%4~Xsunwl5-IB)VeQ1~SY7ng;rrmbGn{h+rjrH?r(HV6Nj$HhmDZ5e1oH={nL zZ0mJvv67pE0)vPjE&)l9-w!PZ0t+Fhwc%3Se!%>5(!f*GUY!Wgp)bcf4HO7mrgq-2 z*m%H|WZ*i|bNyxn-F2BhVvp6-@3@~?B@*T>=_6psvP+d8Mnj}{8Be7QSRnKMgurvBDsKTy+r*Z@^S7Ji|bp)nW5I|`OXHDEi zpqjxPl4R7p`kK{t*;MnRU&wCb8n{0ejS0=&e~1hhOyel+Jtt#}c3%OE+8Y^T(RSm9 zwj*kEeFZm@06<>tX!r^9JjNkR)jQmwJ#hsvXfj|B><_#bFmY@&Ja3J!A)Fm(UAaB< z7tpbd#ralXeLjrYd<#I2e3snpCw){6K#-zFzaXX7Ly%xp?IH!$ z*R3o!K-ZyYVJRLyVwg*{C1cj`?}LQ{A#hI)7VNUVd0OyA_O3rk|9rs-E2~~R zi$dYU|C6qutj7B>{Aub)I|BtB;1>7d6_Q=o>V5^L0T&&AG=1}FHHcbZDd2X`QikQg z`OA`M&ueP8WE7dCPGp!t@6T2LIumH;2Ds27!O77V32Z$fVc2LHP4Nfn7UMG<#OdSK z5@I-~MU`gwVyH`mUBU*vwqLv(t{(%3g7Y|>@zRL8sQm>BMogu|d%IriaGH-R?>|YP zALoU7UW^EhjcCyC1XD^D$%#{F$pRbP%{QmRTP1CX!&Vnf=+l?c3n2m79y2O*g=bV} z7S6UPqs~0OfdB`-w;t4*uLS->bnOzsKO$S~5jITS%)Yxws98Q04BUjJ@~Q@om_ZFTC1It_P-rUVAe?kL z%OW*tbk*`0*cUNBglz+n8oT_s(UuF@vA(YKr()L; zR+g_m6`x8dNLexJvc?}w%~sTONc4o0CX$r^a z6=kgeKUFbMdMdzxIhml_WUT9hH+4jxA3YE9iDT<&{3+1O8n-PDi90_EVS9tY&t;#e z0$FXfc^eg{UTYsp%hMoe>77hkkg}Cet6MWsgd{;t$^-=QFRaoIXiMIy^ImOUYaZXC zFRQa7Ye#B0m0njnU=p(KI3nW0a9600LcR2v9XJyBASg%gy<$AYSGXV#O(^}jvKp)k zB~$|JsKmy##_=a>@~lZhKg)O2y?8QaG!=H9$rhz+)pZsRtNOB>Vbg+~T->sbfi=6m z7-Z_|%(!*sVm*=q=C|MMkeLS`=keJw9L$XcccnaJIG`uroJiD(%`RZeGRl9A;J zEQK{Ep!5Xid5p>p=Y{Ns5}Nk>$m#WmKs)6jW%ws*XX@5#_3vNkdYR=G$RbsSxCOCL zD=Yn%xEW7FoNl&!@zkZhC3n|sa`zvWh@ zt5Jk4$c zdu^u}smKMJsEizbsS4Bobcvm!5#J4`2jn*=6zqXO>Mm0-!cmuCAP$8ajS;I@@F|l> z^(YtZrj1=|xSThg_iE6j@Po`5DQa&$Lp_euFT$^02=ds#B?Ax~zl*-c^9mjX(MMc7 zbDe)uPmvENo9sy?%~S>ow&xz83!&JZ=D>l}(#K{N=qml~yR~wi+2Aq%O(A(FSO9!7 zcXQJ?1NshhdxULULp`zgI11h2ErVjfbB1U|6ZsL+K}=xIvDg?V8Umxf<>Zt;z+2g& z@mietgc+Zx{#GxDy09kyhm|Wc@Iblr;WUqyym;0n$019eHx(PgZ<1-ZVl)Q{#woq; zrxqpcXefC5eXlge;IT(6Hz&2vdV#2~iY7BQM@j$z>-cJ6gTc$??S77bcs5P*=>L#qfEvwLOG1 zaKEQ7^kw73w1d)rIL$utFFg}_^f9}OD63bnd_T!xWue?p|2Li8Qk3)a`CJ2@&b5E0 zfL&Ki{2u56U8j9dsZ4kYlU!lFWeoXG$sW@vqH;tYQ5Y1YQ@`+4&%lN9Hm@ggi)>kw zikF`WeGBT6^^1%Y3n5F=mFS!*O1@zzq-SAx{5B0TYwl&23%Huk3aoXZCGzPn?RBm( ziNZM0lBgbZTBTQ07jS%lQdJzR@m9W2`_LHiE`})t<%sZo`XCvadSgbK|5Gy+_^1Cv z*IP%$(KYSfxC9&A-CY9&cb5Rc2`&Q(5D4yWgX`e#!3hxD39bq5mY_j`L%t^W{k-4v zo^{TjtOY&Y)0@4k>iX4H$RKYTdg?%KUu5NTt5T&{Zq8le$1M=$I9wweGo?W^*tFoY zl&I7_Z%V5xmc1l~-WOfJ(O<{}pMzc!sb7$muFt3xs#uXI#&`N$o3{P_ZirQUGsk-X z69NZ3mNh!OwMrjIC5(m})s|f|@j8H?$)0K{>ESHr*FJ&3=`ilyX_v-aaI5Fw`FBzI z?N<)bF!}PCNUvfT&`yba9pihqVj92c9R+xpOM}*8&P!C<-`$aRuG7#YcvU*qMm)&# zYCYX@X#iv6Gl7kzpP`pG|2C|I=Mh27hnaOR031!ge&xzKpI1GNj7E8$=g&!7X+fOP zG|e4jmeWvKMPNZq|C11joz0*;CQu{}B5u3pd@3bslaHHZ$oHpgxiK)o)M9M#WrX&D zRx4LViRjU~4?NpB64w~z>jCUK#{%!#f@9aCGcI_EZ4Ddeb0v+^H>{npDQ(%XQY)84Sw)#;hh^TftbMG!b4yW z6>!k;V4A1Tsk|Y$EY<(mt2vBjQeZGUKx_*{q?(I+|5hCR#KttH1Xp!=z zrAIYb7eXZQB;Po5`Xy6EMj^y7JV=QC3d9=Yv^BUa@H>FTMLzyI)UD9z zkSw00q#~{@fH%Rw5j9$bX>V-XuVKTjD!LOd?Tl-7@cL7;Qm{pKtNh#4Uk_fVriJaU zzFBdNurpF@yiSNFx7N~0QKzIq@1}yjQ`m!U>nsGNmV36)ieBvV)NPTtVr>y`QV_gs zd<~x-RYKM|SvCZoNKS8!DWI4e=JoFm`||@$W^XebgT0GMuy%fjF09#e0wGsX+~7le zIL;mYuIe&sU61hIeXl)Sr)J^TN&M4R1>tPeT85sLbqMrGU~*hwU1S|Z=NjH)PM)d# z+L++S)KlqLAprp~jbfC3`!7yb!&&}Twhpt9S+}VPZUUBNpMr7cDa;O_wlSGhl>5Uf zOqEo&?ZqY}y*5NBh*|JweuB#K09ot#)o%BZY`Z9ʢ$sIOJ9q#1j8 z_vy{S9DD>|^)v?ilL^;$X6NnM1QqHuW{S9Kb)AAR)8=xas7x8@jb|*4d19TY4lIc> zc6dFHwN*l#lhAr^UTACHD>=G%j8&b@8rR(!e!5Tl`qBOL80*3oZ|>gOD#ccuY!l-`e!-Q5B}9Qi!sn^J8E%QqJp59}Y`WHrD~!Mr zk0Em=NK%?AF|pr*s=ovM*Duncjp~S&zGwj)^_!HWy=aw8^UgxSAvUNa1raYOWsrGq z6bI#-6Am9S*QU%AMJrG(apu*-IG=|3QM?(+0LmdNW=HTB7?fMC32+j9)A!S&bfW11P^cC+h*dz?&x zJR0YVq*RhKXqj?h2nK?Ao7`$ov`&)3gK-LWQehc#-w5t8h2oMNuG;!pFJb3v4J0=a zAh#=tPqge05wf$NH38FLa^rrUr5^MQM_EeDnA?T*eK=&CY|+DpNRXmZGti{?3E15Z zwru;YHO5eU`?%R=0Ko?C)kBr zwC;O8mdv{pRe0(&&>b`11+h)pWRz#KtC}IxRuXp;L2ydv;QfrI`e4BQF(^c4TfyqgQl~U?0lKmaSm0f5i{}@T) z)+#@wSmw?0j#U1uL8o@e`1@4msVq5Zd=+d0+%S3#Wnl7I8L7cod~QV%t{-&eV-?WlNQRy@GSva zRQ1gqLAbYx{&7#yJ6MN>GYRxCoKZ`#PJPI`E{+AO~p)as3K3u1hn#(^4Nmv&ZD zT)WK!m=+ZElSaS!fyhx(q(FNBZp3MbJWalIHQ3a=bZ<`Fz4OkOQJkUAu5y_L zc_)?6NB=9VNd$$0bb{#!L{>mi{5K3wBBGbAe1RmhnPlp|<(UY%@O18=EY+%(+fIl3 zvSL;!@uzqYO7#K(i)u{G?Kl~XmVd(h(ICcR$hy{&7Mlptu5|p{;%ShsaQNq_yLTxm z+jQTqOI+jjWk_+x_gpkWga&#M1+zW2B5&agvmh_4ymuC5YHt!{c0r-H;D0LMyvTw1 zI7uqiRHk~1DYgVj>Q$zNuLzOpo$5)bRoV}=ezidBwvAe3$~bL;cHVkF1L zh1N$0OC+1|pby@pCzqgC&Y%e6+ervw?y|GM>+zx#d=gZu;Q>VkmlW`!9yU{OMf9P^ z-XZEo)o#U>&>6gtwVJYwXhHwgii#`G!17bZT=T%V*{1U2@#U=gsfr8qR|Vz}-&E{O z2v*WM4MrPL*Z4=@i=y(@@+QVGS&V80mDH-6QF(TfK3Se9FRn3>pQJ@!CftK3SwkYv z4Bl0xa2kK3){5df!q>TKm%ZN9g^HoqhdJtod{$w-eH*&Nrqssv$u{S*61rV6$*$~A zg*@$UITss3XT1^v zL0!o+4ef!my9|buyc3d(wNjm&JyU2`YYPfvg4@)yUIg8X)G7|;wIl~XWol0%KL&`@ zhWgj{PPvCW&KI-_+5YaZU4@^izr}BnXp~-|X}5`S1k^E4bBrfh`}G!V-QXf0$UnkH z^eZ@NdIqb#i0=hs5bBwo!w5-Sc=(VW<#aiN6^$CgPK}R>nd&ZWrDY9jx_E7?;s@{0 z-%v4};r1!f`jbTC+rEowZATB9-|B8=i}3>_-njSOa6KqZD3*-=DsaDq!-=&% zvC_2uR$0T$*wo%3d#Q_EA*30o8N03 zMv0Dd306fCF!W17eu!MG+f(Qp&I+`SnPayO#T*|-uvTQWo@2*v=VSgmossatE`I5s zsn>Ky?`GuUw!TcE$WJA|S^wm0s>B><8Wdd`$3~LIWL!gQP`^YLD!cJxJI?!?x};DU zd+1be^Zv@0j~6?(xxWg>&8eSsf5K}iBddt(HwNdC5lZsv31>?$eY+hz6oDtHWz#h0 zQS%O!*pRB*!bt^e&4EqJpy9wX`1E_ z_9H+gomWuCRXHmjw|0=l8M2YBrg_b`@daGC1?Q|`pxQe{U}GltJIAj`p#fLCJV|do zbFRZ!u)2PPC7a2>wAA>w*0m7ocaiA=%H{!8?sp8^KmJWWVNuXipmPA2o@%IB?m!Pfe*BAdMGMZ+&!k0@X)u^hh#cJW8b%qgZ4UK5}l!}J_ zRUF;hBrgeJ`0~MpAdCL=aSM-dQ0)y*Sp1+Yjy)3sv*pJcM9q-}Wd(Pj#4xgquRu$X zxb?C4THc)5fUMsmKBG~~nH#(2XS?-mzoHG`z1lfN(WAcjyA4D0{RE(b{h6F^BS zLbuXI?2(EB{Y6M1*Rg|EYBJOvDgbUgw5U4(7ZkicZ%+(OKL4R1!3S>g8D7Rf148B z;OzzyU?x#LEpTTb!tPX5R%b}540`p3Njpi&`Yb(2qFMz*LyUSI3kjHiv?1+&tZ~Sh z>6T9F{E?Z!uYw=F1B{CEECf$hBx^WTG)+f|kI`lhCu4Jgqazhc*z+*@u$)-p5zB`U zr{yWLuN7^LIui=qYdog=P0m`7(IJhti?yLVnv-Xx5gSbbj=0U-dhaDHV}rpWsIl7Y za#Zy@0tq%{@4iWjb805u?@FOK(;L9PtU`uTm-b$l4G0k2P`xxnhl8 zUIfRV(N9KnO&2_|?cv_@ov06CC%?T2oQp}EiCl_)(MP!p$e$&-p+j;058K)9k#e6K zMIbcI`s*4mBG9x!4|9c*%HLY&E6Jj@=%Ov?3oE?!+PN_E*0_zc@aWO@km`J83%?kW z<4uVDm94E=pLgzANo4Dl8B@#8JW6v>k(;iQ7OgJt1-m$s6b&L-y^$197}(IirqhAl zO&jB_8_+8#xL#QVOvtbcc_P0XtDMp?y#GL5q(4{^gIu(a%DFsCv; zy>8F-nsQvTUy0-IkTH`jtJ}Wl2uy*V=VZ2fWc#_{?OL z9mDc%Ice+cM%VZxpPD49)ukUA$tJ?Bgu5}{^W6@`0Bx)U+&^$rE=M`<(Iwm4qAd0h zRV~ezpMoAZ$DVWYjYhY1gSP6+CFwWcJ~3n8-`~g^>>7t!|Zy z9fXa3RvdAk=Zw9NwSSN>>}k2I6?I-r(3Y#Ok|J>vkFHmp{3da%mrN*96BaLP9YRVQ zTL&%45=d%xwT!Lj0fjLg#2&_Iq@%YjC1-?2&F(~$ zkiknKH1O-hZBxZWlEN4MIQpU}7Tgk^!v7$W@|a@V_Nn!t!qaJLM1;;V7>;lNK;hp$f%;X)?KmYm#bt%-(zeAX&K=k*ln17!Y+;A@lMY4%t z8LNJlkv-nA?jN-9k z_R^}45ya{5hsLV_87{l29-6AQDq@uou*dY6t3bQN;nq-7s6nzUV8m|Zce_jMi{MWq zQHt-O0IRzE!w({#8xfZG)D4&a#2j6CVAXXS)Awk=xA*17!SlLhBcD?mshHge7_0$w zPEW80UwKC^J_aG8IqQ-)9ycDwKlxaoK+?d%SV~kPvNw_rT7PQE1dkhM&)HsL+GdEK zLSr%-1Dc-2HT%fBeUIdUpmXzl4amz&-#J`tzG!tU@rMtx$Bm`g0bxL$??H*i6pK4X zR++7IVjEh`)aF!ks(L^Xg$BMjjTQ08q^-Bg%BL<}0 zn9Ar!4-?nPJA0|HK!qq34f`sDiJ|nSG%BdvKfMUSnh%+yt<*smE z2v^+wW_+7emY3m*wy1Ep@h`v0sj4^=+MZ->rXeQF5E&INr;fKG^L0QHy(WqA_%oj> zwB=0xz7Ua>A!q3m?Vg4U=G6vdSSYElrL5ah2Y0BzyD}_)lhPeK_BtPSAQz#TzBJd* z>#4z(w5lgh7c`rm0stHqa`J%c-o7#9?wnS|+7QWr)wtTYtx5UVowDIoKbSa_G79!kPYa{;= z=FZBU$cZ$$vZYWG`Bn-FrZq?c4Xm1ZRj!uknu|smh1eld)y}DsY z#+km6Bh6~C!X%j?{X{p_GCLm&p})%s!2>ZXW*qTF+baDxpeYs2K!Ol5LRmwYU3i9# zY#U!441NFIGrS{5YZ7~wtxwJAkSxVPMawEGvxJFFm9$D0fHXOH^)>JNyd~S<&w22R z2`^%to^en1ocVHOrOI^?i>Ho>vq#cp|F8WKSTbLGkSUFz=t*bbrO9j563{BmXvLhb zsJj^heP9blgl(y>f|sGvP3io$quVV^qHv5aI!vY@dyzSFq$ z?XP9npDC(vb~Kv%Q5sX7sH>k_>k1J_D zfZZW{R8gwFR9Y-R2>8Yhh6nx8E zAFVC~Ll8*@38H=5V*ZTGKsL2UyG84cl!6CHzAD8idkWCdfBR!!H$V_2cC44|55!M( z2kzxJ9kH&5!W?!5jhpMdC4`fibE0>_3yl4jg5h7o7HSTX{Nr8Kt%4V9(4Uc`So6qg zry`2u+CEI~G9GHO`(Mncm$$T4;j+J5CfR)2o)bJ%IqKS}$D(0h5sm4M^_TY$2$GcPBS)QbA5GBT&^H6|~*ze}b=t1Y84QgAsxc)vj1j<&l9eU^62 zmiT5C$+P?J4_CoY1nOaqT^~p2hqD;%X@2tpw4X>hH@}bgovI#Z7#@(8D3&;C5h)K= zTRschORP8o88&g2+&#($Kh-y{KK3cVD{{`y8beE_5`^nOK>l;y=0M;(C}+YRJj6RF zAxz?o{>fU?P?a=9-5q-yO6cBz^b=-wNO87RUVPLi!aeZ&E6CJk^CQlpuZYsFA+flb ztMnIQ#@AOu5LRuTUPcxUvw{tt{3y;fk4Y8r+(@Gy6@ME)F6JhOs<7y;u`+O#YF+0gjWsBcH9_hKTQ zS6FJB;Z4+WJ?_Jo8*2ulu}1&XoWE!Aa`b7N?Z75E5G&t1Y8k z21{HzM((1LM5GSOz!0iTW6WBLg(}-Wmw}*U2r4RS6K&3lG2O30-D5;mVh`bFiI)G1 zb^H+v<4`~(p8sgFBhY%k+G+PMLTP$M15lDzo!;VKu$g42PJ9fBdIJ9!)2Ibn_&6!b z3t%e$0U{+t5yCoI-8;5kHT_ep_%G)1Kfm+*l)Tsgz{z`7b(j8MxaR+fLUu!Gfg2bz ziHF$ydrSX)iT`}2H4WSq_bc4>irnFUNz&&Jun6f^WXw)}+!N?Z*DQGU4qben63%S) zWcGY5Fj`KDO%NDK&9L~>p(hA&Q3{Pc*&g6X z7oR;Er)l483V$`!>wvqNz|0Eu$yL* z1B_S~9|hc90aT;#{lmU^?yCE`@8UBsc@znNnj1Wo>F57LP2O-6ikvvb zjq zfbproJ-|ls&|e~QdIUxeGe@AGBL5B-OA|6|o+Q^cQBF@s9<%%c&?CHqTn$!aANRA} z_qIDFJ9PJAFR3;77fj)CldwU#f2q?!n85t8HR78wfGqc4`5$CbObE9C0E&)1voHi! zxN^x%+*e%}0fK2-jf5A#2sg3(q1hjLQExv2#N_FxIj0<;8E5hN4<2%8V+Cmp%_Hg0 zFD}=g#n1PD9;PfKwL#g{L^j7HQ)#3o6}EAdHeMUFou?W4l%8>Caud2 zu{r?=*wQA;NlpzR9ZL3o{Pr0)%^wf^K*ngEIDEz^emiUnBXX!eNy5T?3%o{}`&~}| z^lRO11r@2R9KXAti!bMml5mq61z4*ZHJgSRGA#jfT1e^Uyqv_W2zBpIo5RG{_Q|hG z&Sug&`Ig<5?Jx2wT%Uk-pf2Y31<+zI?$@rGnlZAnN1d$E<15I@9Vo_f`H# zl6Gfo(ER~+>j?Ok6x;x2(UN3H1Ymq8b8+84d$Wct{PFkNjuEg%ru6yM_=~6(2wJV5 zoxjXq@B1vcsuTYKsO6Cfk&Ceh-}CnP6_jl;6zM^7r$Z|Q+;m^QXInh7a za&$M88bI;R^RaxvSHYAIRQ@h+_JP7jGf-(^d;)Y=Ve5E|CP8$ykZ%C3IIon>{cB1T zeP!gUG!je{vLxFV;M^11e8DQj)8e39-F`m89K6N%me1Ar={(H_ne2l^XJUr&_30Xl zk=vrxVvhGox_tZ17DO5KaE%#*0VxB^3V!eT!mlL#flSB>bPBdD?tKJGLI!S^)AFTh z=ikm6CdGs)cLrfk8Y3F0Ojizj*gOz%ZzI4ObpdqGju0%raihdZW1qc`OW6;m!~Fqd zdi)O+29@_xGK1$6Kp2ngP3Go40-M1kq<%u^(2~t3)~+YY=P+>$q!n+DqYx&E_Bi|O zR;I=uPpXZOMGdI6?9Ewf!b8uD5OK)xv*)P@I?e(4sfYX(fY{aGmL4aWJRazN8PL#Z z1^GSHF%1MEkX&edH+1Z{Y50g4DJMR@4#*nwLd5<6rMySi^p%yzIzLF9fKL3XF3w8b zYbHr(chhp^;6Aw*{{a||;Fr(=*byFsT%v;9xc#FKZ~e52gWFD8D{V5z9#~T}=0sBh zubgT+u13}qdR;76+>h#ptdsSlaE%V#W6!hpMHnZgAS5G`^8a)K5OE@eNvYHeP1>;q zQ&b_i1ykFp6~o6mT#tW$2PRY^k^vY?C|F6y*wZR|Zz<9#^kFAS{RHd>c*Q#Y?6=rh zX_6qx{}z^)AN=R<7?)c|q$4cvg}(Z0;PC+y>&$eNJkf@`gUbCSbEuQFfpifM)jSn} zGtbKlNoB<%y5C?3d(&4PJ+n}w`;cMueoL>(F_|g#m*pr^Cl!z02U@v8I&o(K$RegA zG&D)R?C&ue^1u`YRiPz&f~Xlw^?as2!3>y7{+DLq6kcGl?>$n11A2UcOYuN$Gv@>d z?X>FUw{hy>>(j;DRuIj%zS72#*>V32<^Z;=CC`H5d1Xk9tc}mgbeH0f(C!WMn$VpL~HDC;Z~CueI9yrq4uQ zp&%6*C8?5GOj9e#bu2%Sm&x5s8qX4|<;;Pw0R%W^?u92?o)cL%GLYK6ly9B`D7=ej z)0cpKqojX_>5$?y;Z^9K2UGd4PwJi{TF&R#7#4iYT4u4l6|a;G2>$T@OC~)38zydX z0{rAF?qQgQw6a+mV{P7CW7~rk=k zndek(@!8eW2j2@=x<~z_{ir3&&!)$vbmJ0u4Ngeh=wn3PydUbu*bt~N%9F|skq&75 zEU%XxyNqbzj&TY2%nbuPc^Gm~TyquY3Mn6dJP7=uTI0T8$Q3+nxuAJ-r;p#h?q}$HzhTcYrcBL`0@$ zs#M%FeeZTmu@+@G@1q)`cEl7us(tt}bre!t$-;AZs-yEE{0%K8APIbZmfRMBR&);-L$LpxC%1EK8z>%PSf(I{U3+#pysKaU-kBpa}^^T_~ zFI1u>mz`mQ46zduf#|{A=2L`;X5)G{ zFAWbHqnL8R9MWvAnr^Kr%V}RT5q?A)KlPXZIy=5Jc(gzBcW85ZA2+w?Mws@Q>d5|w zDWQ3WCzq)H15f7M0Rt4@?~CNbW0K!J@9QhqFDlDa5E|`BwhyvkG2w~$1g7l*ruzDk zF#24y6TFGoKyiUE!Tf%ORv*4;>+bs5|Dt@!(Wbbij%AKx#5Jp+tM;Yj+bwX!X~jqH zV&}@<#PyD$=KqUMQa5vPoA2ge2ttH>tUdTIb!Dj0w*K-p(oP` zJw(5MA5_*%{4)F?-%9cyF95{!K`Lk9Bh1Jc zUiuOD&q9m>fSoKa1ji8Ay2nb35?Qwmg&=%XT@zRze(tT=j_Fz??D!!&yJXwRx&(`$ zi)(xD|M+`;|3CDk+<()PejQW2yM~)th@`%{JGwj95Ro5@;P9WiQ(RF}%Ynq^EFu;f zq9+3C1jS%?4~lbZDRpvd8ig+XIk^%m(mlscwA($%?fD}o&}hRAUh)*TzijOHLdY8k z;W_~^mm6|vuYn6=>VcXcC*vQtCEHRR9~Ay!TwVY+wDtEI{;!jD zvbi3(OO_g1bDt7r%|AO{Y9v6jgx#wP)Py^q{VCb-W|}_BsuZ9`zP2#|oT%N-i(_t{ z>G9ifIDS8l1jWkJOAVX@Lzee^VVDYRFm@A1z`@_ma`*($c}ZPWIN zZ*%{NwpH++sTElkuDq#jUVcGojqOu}*^#Z$@ zXyk~0ZOw^fUmAVrLA(us;bmtCrx{7+WFP>6(V67gL8MSqTJ!=f0H@j;3RO7{BPMA| zEN}-9l0S5Cl4HUO+uSI3EBj&sRv%W2DB_Wm@KoLteM(bIxT16-mUuUte`$>3*r=;{ z99rUfT2>f4a%h(k$ERj~BM3^W6Zv`jj5eZ16|n@y2cY1V^5AgAP0ffi{Hk!|Rva5R z3k~_hi%NnD3_mC>vE}@wHoAgSt0!?+j#d8uGnHJE%dYcpg-LjNwdB`$Gr$^pbPGT- zaFItNUI7}Uc|o-owF87arqu(Iq`ls;e)#ygS7E2gLgijC%=$a-gwD~OVf^sUqW=Ju zrWct7mv`g1Jjl*pRDJ|cFR3W5*53qUmj2;f$_qIC#ALMl^BJhrj@zMU{wPp5pf@NY zk~ApMT60oon=_|10z+MOg*Zd0xcsfvip0f-j}YtCPP|Aa&^ut0;r2*%ZsViahDj{v zO~<=y>?z4$N6XsydYg!$Ll=!?dY}B{1!yb}f|AJ>Bl!@!eJpe=8Ewe-cQAmI<#`dpL-oKWjA zqk1>4g&;l|a>a=I_72tOMpI`jc$$da;OOvKbS%Uo5ZjUbqvq+Y2rzQGt@cJXg{gj# z!>zlobJ)BjswK-TVwGD|dberlWkAPxevJAHMJ6PlYsx&`%Y3;jCLtlmQLU3bi+uN!;eiF;bWKI z07@K5g9hdu&A-e9Q6Szk3gz^Aq9`^N*Paj+_Z356{A(~HjTP&J3i@JiuENTrNJVREeXqkr4m^QG=qOZ_tgs9K|~za zF@52;78djqSe8QS0BRAd@%=Ud6}=?4g0wY4+H=4PhTL7dXu>=riXSBe#g*y1VR28L z+G-((vWH)Xdu>8fbamV;_QO<=jC9x?D-9e@JgRHOB5jo&gDu!c)?S~1B|fYX@x9d4 z)gC7Jcp7Os2h5}ROkCosOuW>GvpAsW=j|0`vjgXcp|bVAw1oLhWKaHJgFno4Aek)! z88Lbp-6>&7;rDs!9MbFXS$1!dTdiw9K5arUaPETqifwbice6th6pC%odWk3LtOgKU(nsIm;DsO6Cl^}Q_94wc z)ndM*L&In3<6v&I`kAY)wnx{wVx$h|IyQveD(Ig0&Uz4kIs+Ch0LX0Fn^}6_r^#{> zM1a=BGpfs9s_0X=_IWzkKBaw0VNyzRjJpDDemTor4C{Y8|I#f`Bn^rEY4WGzw|Px> zeV6pcJBod|c9R&45Hq^VACQp{M72m1>p>FG@tHSppv^*Kc*n9@(X&R}5UqZpYD|r~pvL4G&!~$Ayv8e!b;E6ug1aUO7#$Y0vgj_q8+6R( zjW2ovf6IMWt|GOnJZf|;ki_HmBGfd13KpwVo-gC<56R=Dq>7x`Oc(@{zXd>QEosQ{e9Tzr(hrd^4=5dnZyRT5aCs9XJA5m5`f>D-$` z>cldZc44XJGkcB-UwAYH_xfZKTU6rHiGW`3CLIX&bDL~?Rn3LpMNx+&Yf4Pd4}T~5 zp#Dzf-IK~Z+SV_&q^s&qi`qIF*`S*ingAk6t@9~qtn5U-es$6rKJ`vo1$kR}bJ+rS ztbEC3h#}lky%UIyfrylAuwtg`+R)nQ<=0cz^^fFT1K|7FF4|R}yb`OT$pEOO2Jbh3 z0PMS8`p}0_`uiL2R51-=#txh4)^uy>xXIKhUkvxOAAPH0Um5S6;f zJ!3f*LTjI%^aO;C996_|14SRl7Z?9yg77+05lI+?i5_c}F|ea0W;>MyL6FJ%G^mUJ znI69y^}W!SC|uu%$KNmW+-=DBY19CdM1nbtP0@IoYFm#H(|bm zW(0vck=mRlds}IAckJ0c0K+5}Y)U)^vB`3^nQOwHX}<|m2;2J9k;$cKNtKaUo1}T& zDr%VWZiDEvT2E}G*lA284(pR0){GE3DzkZfdl@gZ+%C~$)pcGqb48n3OM}e!VkEq9 zDTj!F5tIOxp>0>-tCO&3QIG?GzjQ|5V7__JYbY;GJOjA5-Xq11jBs;KU2pM%pg8gn zbjRg$es&yH8)hnT^S{_l$TPbsu68uK75&j8>3JiNRQ8_8di7+U#^AJE_Z%WirOXet1x`VsuXy|wtEgg0zA+;|yzheZh9G_B=Qx&RV zKfM}A>l%~WSbSghl$AbJQCux2iUGSHdy$2mp|>EqfC61uonaG9Y)-<|Wv7yNBOUyr zJ`wdUFGNUNdkUOzg(;>XuxOctexY^SZxLkjhOnZ<1g}Oh2b?{SJwaWNYT|d>?pW;O zBW*>>fuCZQ)tAvY{V0ZI;083TLp9a0*@W~=WpOL)%@Z#V_aak^M+QC6vdWZw)^G4* zmhPYdQZtGlArE2fH(2suTxz==yMS77Xn;0~rH~jQVi2D!1lqr208zey5;?dLuHqEuBH?7q;5*&9=bUX`FGfP{-Nof=1NS7sskpBe(te+sr=6X2+-Uc*^!_ zp8@?F7i8^POP~WpgX_jo5mtyZTm8s@1UXM!9a42BkuY~P4C|VPxNBTJe~KQmstUjC z^z~mV(3<}l87tNvlu)y#JrYzxRvJkI@j%jSgW4i}U$U+a-Q=g*9*k`x_ik!}w)nZT(?= z0q=rzs!>T}9G4NpV;D0Z?n%Lj3)(qP!ylzu*C>~hiRPW1q#l7roDH>E1tCo%!@^4T z?BTRjPQej+T+;k$si~OL{}qHjR6_`{JsL#gj!bPuIG$`OR?KNs?hP0gwbx5d4vCy+ zIBRzxT^;0|X}Sm>6wYvH)Q?b5oERmTAT&jVd^i@8^_9Ve8#zZ=&M zyveQ7vznjF9;OU5TsY>5ij4jdjr80qPsm^uQ@aVuy$?s2k+tbsbPT(#Fc(Hh{CyN-GBKTH9U6#3 z5YA4)^#}#0^f}F%FlMM_?uc^WFd*1_sR&)oVSF1eb6O(3&b?wUv_Lt(?hRvikkiGv@iV`%n5a=D9?L z88xCWpl<68#G8EBJNM-*Jmmx7=F4U_g%H<%5@(RSDA7cw77_`W>HJk$6FNgs-p@-R0=C zZx0}0tWKY6k&&M{88rnUGMD&8T&26SIY(a`=;+*W+WLLOx{ea*EB%nr? zpo~FqIEZqiQ-w+bI$l3v|R|ECDlNKtkP=f}~ z0kFIj@Ar%{=Qz;HUiTlF8IbbVAp^cZrt>2tIL!==3$WEQO|AM~Bragh?W zb)rX4D8oM>*{JaRxH)4lUk#j=${6P<^MXO`p-PN|@N3{qfTi-z2B>o0HZK-8t2}d` zoH|BybLmrgh=V(Cf|~5J?_EurX+0#_Y^4$g-`1K+GBRa91ky8vqhwIpK7J1gJ+#8r zt;Ue1Dx(){unEFP4AM@jxqM~OUb6o<7hK}m!d6b}7(_V2+L#sTabY`BxT%%ISzMX&%-yJHi5@N-WwKt0S{RU6&Lw1m&SNc?` zoMK(<{L~#QZli*g66ADrVK3fapZKQJvbZ;h{)xvsk|4G~pU=Y5k1&SYt60~C{2kWu z!&o!yD~b!&)^M&d$LUY_ibxC^@Xbe^M8^BsA1FDT7l?4pX!DprhcwaCBFFTq2lrfq zlB*-*7sKl;>m>vr7xiW*T8JhHjN%Kf`7)k&NI~+ag|GKFc1BP1vbleWjg&=(CmIBE zn@aXrPW<>%P$X&eFQGuBi$FkO-NRKg*PZ4wotRv^MNF^8W#O^LF zhD(|VS3u>Lo~RhmA&EjlY8ILm=&@*$-h}371>*C>W2BeflHNk&-pf}+g`Xz!1Ei7u zWrhO)#qE|LGYLQXK=g=cJ`>XfK^k(BCHkPZs@pL*hfc$e3GOB?h{E@C(|K=LP(mfv zNYynHDY@+VT@kB+?;(3r9OCstW0(qLFJCRoEB4K{c(S4ksTw+!ugGY|#qsAY$Tyhk zK3O+~*4jaY5zcb}F7g1DBpE0Hn=lf)4cQwGc2N9khq4r;bX&^eD)icBa_7 zxJhy-Xr-Rw@yhyUp5-)6O#3AcyREE5VXz_5yIv&A!eta*`qQ}Cwk?oV#LC&eU+21) zNeUMW635O9_Bt{C$!}liUAzn!4|cHSZ4?ALW}Fh&>ykRwfkRW@WzOj2%p5!?n$8X8 zckX-}@q+yC8jjQ|h2d!K&je8FRC5(f6dp@B2AbNvl?HT);g8xcCbA*R_RVkCt_PiR zCU#G=zxu3$r|e)coS{uJPTLv=1=%Whf<2Fk2qw^T?hz^FBZ11sFWW}z)20LJjN4Rq z;&<#^h&HzYvdes{=!u91{D=kB3aEiiC;~Wu02G`zIz@0oA6)IdL-|=h{UdjY^(IBW zy15hLInUeISr{La$q@eVJ_}@H&d&ynsNYqR8#XPPc zP#+=jUkbDbLZj75RC1Br%{FWI=AlIX0Gf50RvdU0jbc0iYZ$>;9Y_noV)NqCkFvyb zZBj8*w8hx|+7E;AW+dtv4u!%FUWMC4E(zMFR03?c4zX8pUq4|I^AkwrrYsnnvQbv1 zky(`C@I9H+v$NDXE$-q%oQ#&l>g-;Eqj5%J5t=9CcyEDE)L1WGT(*9p=?L@3Q6j*L zap_&ehmZm6C$N8`>41B2jD|Ud?7k^hC-f7qek{U}*!|Hg^*ZFFiezxd3lOI{qGL-i z{Bc%NYs&)p>(d;unD{h^hMCPowylNlbl2?-AQ}f1DZnJ zAe~7~VkyB`VjdZ2aeSCvnRC}>F~NE(W(mTrt`U;~ix(xC4kW?nAGs8l2l#Lx1@GU_ zDI>kT{+ipFAbT!)wLn`FPNFrdGw79`>e@7>F|&W=_}AF(y|if=Nm2l*YNOUMAwO<> zQNJZwJbnUQs~U3Ji%toyAu~qlw>G_`j2+PJA_fnohA{-Gc~_MS`}4LRiz744qiHt% zJ)c9qS*DM%vQbp->Ay5qX*+61pRK>K^+>Ac1G2hT`NYMo@SYTkiersLMWs*2OuR`p z4As-ubVV@mN+EoUw$O3Zf*-4?n?;90gWlV(`pGiDAP|dxyRl2`o;n>n_1iQFIYtWEqJ@ZN z)$ZdjJ6#Gg0q4%os0!%Y?P@ufg^j9raxErBbVc;IeL}rRWI%eSyjDGM{|^=_YyHvc z=MTeuFL8Sp{X6a6LIT@p^|xVM5s;d*)(NeZin$)Yi#Ka*JKzhV11^84&Wy=`Q^r%%f6Cg*r@!qk{6hF;4mZ0_8=G?t)?!`l1NTS=BW3!kfPaPDnpE55IKi5qaWuciJ`eu4Fglkt z^cPFt?VwDrt|jOlbzyf&-I#K^(2_h8Z=zg3XV6S2O>E$P;8u-O4_p} zXB1LbAJb^dZr~tm2;Dl-Iw>hKz=+!BQqxhdcH?&CkofJr6@^v+q{h9Up6R(>E4q;lPF7Q$MTR>|4^JB2ulyG(ryK$d=i^I0m2evybMu z>G@kZ(<`d(5(1nDiV2x<7SY_ee-{lILX?j_7NgC+Il=+;hSO`&_Q6+I&y(9H20kwS zgIjKNp+KQ7+Rs_Y3pl7!{s^a=W3lvU33|6}hhJ;~l1940g-C~V zcPv0aB$Y-&T0$D6yIFLjf`D{LNOvP0(gM=m_rLZ&=e)=Lp0hvQFZXxfZ^T@4&Nb&h zp640k86$y~?dWCgYrc6;_dm}7uK1rgoI5h#+Hwnh{zQZS3uRP7CbNp+)Z;L+=f>eS z;~(7@|BXF5gpXhelIVdylj#3?6cJ#dhG!jy|Hqs9=cl-&zO@;vt+@XKto|>z7Y+nH zr-=9${s{&Ar>_|%s)kf&?ODEea#$87@=s_A;Xgl`Oev(#>{B!_rJjF#!2jz;eJsG6 z{2UN#^ru42AMfpdUwViJXp-t6jmrJ)QO_{IB#v893D#Q!{A|G36?Y&Lc+4Ej!vzd1%4yhSLq3MD`G?~ft@@27Ba zMe~2X-+vz*6+z(U37X%k{_RoECBXZ6no8FDx5I`2K3xBAaD|Ef-{AUlkpKT^aD7@s zNrkh~!LD8gw21{SM>B551hcf9))#JXPJaPRslW7cC{Q@=dR^pp1KkJC$)5rZn=!Wl z_ju`%x0(|EEtkgjbk5ni@or-voXMw3`G^(H(%oekJcM(svokvV|I~H*p9!qLMg`g# z*6MqMJz^}2Yas$_FrzY{Xv+*pRE-H9Yn&NLldp-Lnwt*dON=vsnzF;MZ`)jt*KibX{zoHu6C!~avu^;x@7+4aSt)FHp4<(-i=K56k8mh93_z9pU*B#E# zf5-lLOwr8O1BiyiUKjP~h=9krkgr>ru#C?O+3Y-?(95_6pX% zgthn8eu&0c&5TMXst;UPlz1UzC4{kf=u_lV?4RG~$7Fj{{)|q3+a~qDp@cnU=lk*6 z`2e(zz|-sP+V%7)xXv{DlkaDQtI?6}#(*B}!6dOYHW_|g; z%7Q@Q9ezgx=$adfbK8qQ3lzDcZjHl^wHfKSN;w#iHou^to=E^BgN&o%#Z(PKRs>V! znCcXukC*%c`ADC2&0@gSoX|SoVA8>jCm^bu0CBpP6djd7P?o=`>DL0BvRkjDFWoDk zW8nYrNvu0ewVW?t1w42A0OB2Z+l319C)Qr3a_C9lYhlik-H?eb%}Q&v>LpV#IM=is zE)u8~(**R3?LU9>JMczM{?t}P>#hu+Hv-jBJPS(E_zgVi8*l>X9POTmAiUFs;&QT+ zVD1&e=N>oU3Rh0ob4t_%>=9q(TzYe1?h+%~QQaTC}18xAETe8`RaEaY(yOOjQgwr~FJ!`%Q-XPR(+}EPctr z^OT~64d>ZHk)@eDtLtUTTiC?02@rSgnH1e1s0>!$RVN`s4p;8$UH^Tn*C&E2P#P}{ z?lix#R;7c_`f_+r4c|KlK-GIKLuS`jVFo;()F?V67Xf>)F7md-*lyseQ>xE@*7a7DeuRsEz# zqmg6zrIe4ck&FdO9OztOy99JVJl5BipG&2kCJh1=X`SJ<8+Srm*_`L;V8wfFW+(o{ z32*a|I*@E6*nWU--59jw$mGLT>~U~+;O0k4?oKq$e4n(dsi(1ce|Rg&cT#$}pJWp@ zJihHmx&%+s#i<3A{%vt5o~;4l+pfS@h{On0?#?k7+>=ypKyke=LoH&%t#yS=1I0Bl z?QeuMYy@R_5tcM5>c z^~1NH9C8O#PR#iAjs~n7j>nniB!jqp`0w6yfki7NW!V|`b~m^O)k$9u;<#`KB;iNj zfEKGAx=w+Wm(q)uc(rZS-Y;0}$5doY-qiRFVH$Z3oPMlfLK1V~X%|%Hy&{!t%33*h zdUv8p|BlD)S7~527k`zC4HfdJ=P#T{m$o>kG953C>K|j&v-v}w4^bB$AE&kR26axp zDk&e}e|K4M2{hyfP2fVt$DFqTYkf(h=MA92YE@DQp+X35%IInJtY#QkQ!a;ba&+9o z_1L{oyu{6jwDA!}m7A$lz-_7)b)mk(J_*~vH&1yjys$49P_Zjo>FPNoZIcl;Oq8%k&I*|8}t;X6p*y+J~`~V zPJAun63T1c2Xv`aX?a}C`Ca#Qfe&WPxUV1$jXB&44qC(^EyLV?&mS^;;#FjyxaP+! zTkt-6AE&$}+(gZ|KQk>k{gFq#>9}CuRS4N6V1QR>~V& zc>?&1%D;-3$lESPDJ-he_T-1o#yL01baeq8T9Xh0M)P^l7dG|jLwfQe-dE`6yg=|- zoY2?S-*+INJB9~KxYxy2#^U=yoq^B{E#jC}^$Zqk1m#yW|+{qFupf~CB znZt`z9*;qa+F}78v5#;1~rBq{hN67sAfy ztSZ099ihB;VaEOLpM4?kUWsb98so`CKkk3BZ^@oF`DmR16fa(Jy^AN?$=^R1G9umZ>7qy@d}51FGcI;Kd#Mrh)%7OI_fX7)uC1|6@sz2iX<&We~6;U55+Wdg^9E*7tg{( zPNw5Y4SnS3@t_qX>_YFUuov&}`9e~!Bn)GSD|^@+jLY5vU4s?vC>z(&l;;(xao@-k zT5^$Mo=a}PWqOK0w^m(h3T^1w57{eTgI&qgEc)yEP7YZ%oepRODjP|$8HSw8Iy9Z~ zw5HSK%ySml7JP_`JVR)00&B<+EJjjIsAZ3nK~1tt;VKJm0}?WSEKB@{QZpnZ4q?0S zqgb#Fw>he#;>RC`Dsvq+2GP0N3hsEU?u+P$AAuOQtF<*tHUY;cC``0zU1)bhH^AMu z>*H1+7U#2V+d<HGcq{L!RpHX6EGe2@x8v2Vbe19smoKuNNW6G6(E3q^rvS+sW# zi1M2Ttf56L?eFI|mGyHK7^8OsRcBZXav9q+&n)lHu<5HoPwz+#`8qks~|n6N!sA zR>!2+vnra8N7sa-mZR3@DxNPl?AI5$svYZ;kgz7O3q__(+F~R!(mXov|7zkRC!X@n zSD{YyqksBGbCTsRKLQ_9th>upY_xWS*U!WNK&Pf$g(OAH0GIO7Bg5s&f>R}q|1br6 zur+gkiKi^S!N#ei8P<8v>SCg z*U^8M|9gOBs}jlkT>6Znxe@D&dA8uSq+`XAllmRUl3uF&IiaXHBOqsB&Bwo+h&M+U z!_H1IU90l=?si(xee=&9ypDr2E`yGTVf&wCq*MtHv$^hnw*gqxMYuT4p{}d4lnEo6 zW#Rnu>+!-4#wUd>BOE1PTF~mo_;3k$ir&AuOL<|HWEE-~mfve8XPHw*3FP?CrB$Na z68T)T1M(MiNL}7i)U}{4aNd~ZU`vbSI{CkjC9oqY*=&dnQFedzXE*u3q6Z&qlm}8q zxVTH8G0fS34|Zk1-%*@lM*5ukF&bW-$R21QcUgQ?@pLHN$br0~114!O!Z4D*mmlJD z#v+-6rpQrILZu_={T$jd{DdYdM(3eT3PDj9oxOH0_OsV_Q=j)LtTj>BN`EkM{K~}c zwAcPdb2^2c;`p#o@7ki6IDng7()A%9kQO5G;Dqtzk02%H?}oeL1)DUgIn{(G$Hrmd zS>^T#3O8x)Dbq>1qGA+0AGwHrRdVTuy<4k9Jc*JgyJ`3;t|Rjz{KzBgQHuPqb8Ls4 zSGBrLf#;U`a^7lKlNuA%xT@U#un@KnZsQ|@mlZ#{43Tz~eX;bpB67yduh_6idE!4U z7}a6tAJHs!5#^Yrs;tk;wad7i{iTTP3K}rO<%0Yr_lZ(AKJ!x zLuu_WeG5duOix(8McfGpkL&!7b zFO5NsTxy}g_+=T7IUN6LRrp8sBf$ULGiWXQs3%ASVYj8j-hGux53IoktCs#W zIXo{}7M4+VXhJUc)C=}Yfy#Vo=PTL-j-HXqBzq!;8{Ma-Z!qrM72scEB9->NlY8DM z&cEo9#8m-P^3x|I1eK)vvC;odqk@jm;DzXL~D__ZzGN z{SuF5RrS))UgJHuIWx`qQ3!m#o^))ilX<;`1HL;n)H_78yKXapo-NRB*tsR!*dAUm z6cKht267{N0Tu#jods&bz?P z;ecmHHWeOb>IziTE6E5B9n_Cwz!d^{G#Cm$p)cCjE< zDnpHu4rtr_eR}Mufj^@9(gb)GR!M!u8mrz~aZ}E?L|QEY@q}JS=mR;zQ^YeWV-3^3 z!{N*jU%5>xq(cjw<*0eH2CvRwM7j+L#Ees1HJp8=(?ftKR~jO#8$25Duw! z=DcpN%aA6=0hhqW4bWenY(rZ+QNQ;&1SWXM$%?D7JIl;nR|LijB>qk2e(!s2T5>MZ7>SE<_R5T51FW3E5y_m~@>xMiNL#Xc~DLk>S zuzQ&t!ENp&A2u6WJLs7|{G$``U%{FfEqoEazXMkDE4NbiPLQPVnk>CH)!_PMgqV~( zDIPMme_IIzB-V3%57t~(<2BZ_sdK+8<{+q*)2N1^-UB4_*p2HbZJI};mZcBMH|oPr zCn2w}JI(mJJBiIDgbngjV`8Et%!o0?Cy9m8{5*6J_bC-0yc6zvTX9Q6EkWMFYQf`E zuYXu@h9R*dvs6BF?O2>u*>?KSzl`>}k!Ly~E{^IYcZd8vL`d?N(HEJ`U6kv%vT|KX z+_^zi0Yvg!a(#sxZl0Y2^Ek0d_DU%;FJ{z{4;lPxZacxGAh>gOLra{t*3f*PG*>Kb zLB%aW^tsUT(UA|FYEV;Lu zm6B6-B5}^naOsR2tr9e4!4u=y*===e(C-GzDXr%riU7x`MbpZN3ECwZ%9fJ=V5{6nQC-WgU|6< z1HLy4&hvcqd@q>r%5_86jXnVx-~@IYij}-Sy1xu;K$; zKvCg|Y>a%srcRcS8SL`{|EoI3Cpr3`Caa<;XnNkzjuf<96#kH^sp@|FWAhSGYEb8CUr;Bl)%UN zpIQJ0#KgHZ*JS(QaIKlOW888xlt#M*u)aJ!4b{rG%Pqs&YS^FC1GYlvr{ROup3_wE z4HGJ!%7s;txf3fw@1Jh7AA6?G6pI~`>IXC#bUAZRf1&~3(s>7ufOE(Cx(lo$@dt_R zSwby=5ErVkK$^0$UpG}Pf&Qezx~1Q0K<_2n2$S*A|>3ZO>&&k=*(Z8gypt_NNJq{ZiQCt+|If)OKJ-Y&*{5x)iix65QKkq;P zj)Fi-o1U{p+Lu{2H5g5O880_i)wk{r>5HT;X4* z0@tqO$v^m?Yya~E|GGsVeo@gjWAb`Qb+P~YghWxsNDyftmfPW<>i^dX{^#B@G2ssq znN>yoZy#iUcTl&so6(b!e|ua1x}ATV?c-e}N$7a9!t;lJ{m;LhTC|9o%CPMJtw&W+ z{M_dQG->JP=F)~|xBjqB%QWfH(-~lNHMo%SI{n@3oAUkyl0j?tgKqjApgeVK9>X2; zlvRP&^9mIDX2(9MdDwn++MaE?i62-<2l4_t0i@QpVDeUOEi`!vGQ8xWMWpmR%en-y z#q8(ufz9a(^H}W|Wf4GH1HOUQOKri$Rx?$_Mx7DX(NYB6=kscKg=M57H)lB|6QIny z&8z3SkvFHRz`P2O!^ZkYMXz-aUNi=wh+H4Vc3uFtGW%4xjE(h_Nunbt@N49Zy$Q2; zOG{0)r3u?Jd!NbLc-A5WY_fL%%4*L!z?%ce{Oz-V8nvojJ#a#N27tl2L_Nl z^ZcX^W)OA9+9_xEaoZy74c#hAwm=-$mv8M(FnHurb^n zP_3=A{0Z#g2+9+s{q^nSs^jzZjF~*kg~kTU?*-~_=i=yB3*N`?gL6bo(^=(91Y&x+ z_dI=d_=eh}|Da&3bc|aq!c+Rv6qiBtjGlkUcrzuRE%ac7OFR)0~4g%1Sz! zul6WNV5cUh>D^K=eO*!2^b>ZP*!1hug#~sku>4!iW{SPXUDo;mZhyyV{@v@-!$Fa+ zFP-PUliRi7+`LGrX9~|<1_;=%;>HULuPuNs9mIC#y7;k+(Rj&bxZ-TKwmAbul4HDm z?LtC42^6@A?f{_&aEf)N&v3WTv0y_GyxMD>1K)e(CxzcgS2XQhs>8t4&sRlAvjA8B zf|60Y^a~p{pB7 zA!IMr?Pk*lW8VRca7%nF`!`)t)BvnYuzbr(VGGW9=J^my`D=h5`XkGx2N~uA4k+Et z?~yNeRWu`#Oq09!mCmG1;<1F!zLA4uBI2HJ%^rpk8QP4DppuJ_?GMpYP_35|OI6Fy zPp}_f%<#Ig1A|ZTP3)M_g2$;N9Q$8ddY0u;^vMo&lvO5$Aupr!V-Mm6&_yI9=*<|N z7!*8&Hc<`#%t!ovmWqO=$YQj~2ma!mrIr)L!t3DOv|5U2*~q@WcCVy|jMg+j5H+ki6JRJ&4c@ znE{wJ+2FWV8sHArU5$zuwaWjB<}ulQL_ z&5*Q_#Uc6RHTh%AP+@A7hy?xx+j3WZu{~fKZS(xVV#jjTg0uaElOPULaPM1C9FjtZ zN23*rhX;^gJJ9|b?ydgsdl`7TX3|Jc^4XIrBcMt{xuQUDkfC~5nlw+?6}+i)H|XAw zEn}dcG5rS61+XgCYx0~wDka-s49^$4gFyz}R2JCg%0NIuWVy?xr--|hJmZbdQuD0{ z*fOYaalKIDTg4ZN&I!*7*HQ58W+1We0x0!P00!y!H;)z|^0*@%PO=IV44>NU5RNyb z+nI+r2Qi|K7Dre%id|&KU+lGFx#6Na=yTdcSmJf`c6f9#8K18vMlKAvUr)WxkkXF8 z#y7)FaUzGTH@KaiNRmoMM;Dq0pZ=N}-S2$_GQmi#)t?D$QpSOWNZ#%9EBQ4T8f;f?a#MEEeuG7k^oVp7@EX zn?qIC;TZbJreRA01omv^db?_dg;~3K5jd28@VbvdobnB<<;(XzfK_8*<@?zKyz8B> zyY*TwL+y>P*S1HWU)K%{vq%#$F0Iv^IgqmH zdp8YcxEmYe?~Bl{XLvO>wPhF-JCO;;zQtTLu?N#n+K9y9ERA!7oLTVV83Wvf*i|)# zi|TQ-_+_5g$E4dKWHudXs=)BL71s#9wIJPqq0S-wzDG5We16GLEr!Ldko4C`VDkB? zv1;hr`KLiB0`UdZ3HT+u0rEAL-n zR8SRpPxMq#JE*^A3)!8Xbcd;nIN|(Y#N+qa<{2tdK?E#!1ms6WC6^LdLMv>_^0@AN zNpC=i@1#9~6S%(;tdD5Y$i~h%NE4L@bhqnx&bLPLLMKS30Rusoq%@ctt`4{kbVt>y z!JhjSfU*n9uLk+n$&gimE5TkgWX*ew6!GDOu2Ibq>zzQ{LJ5>4W*EI?rQXAV~zzXtKpG&kX0?6$lh9PFb- zI;(nNj|<6eLh)2-tb6peU1Lnw9I^#k%FUF`zl6F8A0yG`cgm(tp87OrfIXY9jvtU9 zvK<7nyru=bXAKu0%TcB6G~If7p>x`Evlje019qnYE$2sQ#EXSlhrzjzB%FhS<@5uS zAG<38g2(VZid5F5?*H*Z#8pL%5WW%Qh#v?*ErIp>9w`e>fOLW6?*Za-bVPMIX!0$m zs66d4)i5?x-68s!uxf`0*l;oEehBn?6mvw8&JgivM^AfU6NO!SDB39=A2gO^b_i*qFN?G6JQ+i#?D- z%ehTiqx>pDk4oab=8TW`%kZ8r=ENOY*?fW#*3ka1vx8F|)cOe(q3i&A|7DXS21$l_#-2_G=w`8xRdiz zB$Fn7EzwHqv159j(yg9e;TiC$s{872(B?yUL{x0oN_Q;joZ4S^0~Vx$7?>XsR|_52 zDn}GsEO*Pj{tkQ88#2RvC&Lj1Nj_o0k~*vnabf;jm*ILoW;RL`}!!Bixt_sfQPIEiR_oPPH7; zmIGI9i+UyaKHl8jQZJZ**}X6caM*~}HMZcpG+{SkTqC}+rwLF{C8;9nAR1s*?CUJD zdK-&BII=|H!Np?c&8al1r{!Hx5toDcVl7Ja{gDu$1znv!;7I8Y(2O(w)l*lBy+JTD z@fo_xn^4}L8&9txQr>Cx|rP9_Pq*-H$6*(Z1XXz57SbfM!Q ze8-bA;zY%xW!tWsr1eY3LCj|euDUPqtE`ZDd;EMUl=Y;0$swXU)%>2gQ|i05B+pJ0NR*krAvZCh6W>!k zb6C$}&I3iFt}&2x%*oIza=Dqp4DNejG@B%+?jLO)lQ4hxxr=FE z0$3~+ZtC-g_ilELeeMzLy>7RVlK3_qF}kM1kuFoDYb0+aX~e?8Q!lfi4^_l%xan9H1{HtuAdcaSfRsTHUT-L z0#zg2JCoaEvZYZ$EAt?VZ*RWLuHY5U^b-NeT8UROs+yU-Iq>6k;yzdEg>(lJ<$r@m zdR|C}R!C~15F8ZKNwac)MDsQzO0OssJW5WV*0@1gIX6?Vj~r^J>yp-5obnoSyv{Wy ziZCa`9TW*0jTzYQ?^;>tW1#jf$94W5faiDL`d&-0nWpqKho?-rtk7aiUSoSlb0D3c zF@UWJwiy&Cji@_jx%}3K+7s5n5*pAycp zD4$gbjncJow((I=HnqzBwB(|A4f3mS-G(n_EB}9M3OPqbk2*zm%;K2@rV27GH z>6E4a1)q7thvleP>pxR)*Zfk$HpWC56gTx ztbNe_LFHB>kjH(lS3fIZAN|_=e9<#I)!0H?I3A71%I*MNadG)PC&@I%(ymW-fez2g zO_zZRpqiOuRDds3#){r2axCIPso<*TT+n~~$j z)25J0@4=5MIf4wqFId_%&7|civtJq%E9tb1rI0Ul#O^SvDjG9XCiS*cSgZmV|C+u_@w?6tL2ojuHEK?{}CE2o_7K&(}kmQx{L>716dGUj51j7L` zo>q(ndQ#ma|7L(7B*aO{8MKd6GmP2__Ef@tGG9l4_}lP}7tJgPmXqb?rW9jbj}X|| z6PQV!`T?pcF9_VJNaaWk?86zHV=|=z^@Jf|a&2^{Y{5zwuNNR1u+ff6{3JI0x_+#s zW8epHtepfE94_{SN#1Qi>aVgl57AC$K6e>aUXpoWetH;>ogwamtMp#H!yys3v6upGxWko3vOw6Ed8Ug= zn08kUVv+^vaa=4Eqjy|)yV$VNS0j`bxlRG7xeW3Fmrx%j%XjdIb z%V6XkyE?ymzyy-@lJcxb`xlaShMPS7h}K zr@?;N38$`@ridwZEc^X3emdW&1~Lt{pz}n`!;#v*EU_S7b2=ow+lC?w*@4B=K&xgd zE!PJXuHWxMVgWmOJS8-T8uymipqp-p>}~{vFJCntAP`17Ycr8KQ^16Eh!B_&^f((hG5gol6#TA9rXZwLE^5 zmSWDEOq}H;COEuD`R>qxIPz}uw+`C z0O`Om#j0vwMCZW)&&_GzjsA2@n93?dt+hURnT#gF)8|J{yt5^uxvA;tFADO;(VOc_ zfkwqMNiKWbU;FGKnYC!c=BH=l7^K{NG1fm6Nzgmx4&6`MlLne8ke!~5m2!AXaw3xH4n1kVEt8W?NSvNv>d%LV)SBmL8?S5Dzue;3 zf(&#;_VvzvqCj|Yl~Q{8Eakyd6=o4~|KE}tQ3vX0c52pKZ^fC@T-w?5+6VO>Lt|RI z4P7-&&*u%RjxL|(bQL30+LTv0<{;2!{Mv+A9Ew?RhsS?kAOrSQ05nu>$ zL8zI}7S%%2-20u0&i#>?@boL}VEC~jB9O3r1hG0OG`8<)twvB(L|!-nMC71T`Bei7 zsXT1x{^TPeMYx*+B<1MCs+K(O^*y!cDAwHSi!w8Ts!_Ku~7R^ z2Y(|`o={jXF}?V85k9yd%n&4%%U4yXgkL)$hEZ4?Xlk!@52~bgH&x15x^`E%tBFmBWY^n{F5=}9*x7C51+{O z10P!n#`(T7>M+gcIm%^JfOV(A*WtXB^o2dRz50sKqCvcMKVsQE@e>_hlIC*|A=$Kt6oC=JqY zb=(3}pAbvvTA}+$05_qnw;+vH2!5`= zYK`omK|;z+N5x|aLTHgNFuXtfnp8>DkZp=ycm*Ljq-w)kC@>$jk!9FL^bKw&r^n^V z@w8BuhyY^>IWxIHzQ2TNCc{IEA7jbmRE}JMx8}!OWC!Gjl{xN%8W+M=-WcqYqNs>S zKF?6)xJPM)KoR-Q*=9eSWNQGp122oIX%6rhA~K!?oOE=i?HE5>Iue*(Ihk zGL2}$sTwo4uH}MKnLB(_))>kC>M@KaW#e6`u|@5LiDt2Vh6HW|F(+gsHTRZ?0aflD z@Dh;&2YNQx(b)ISr;Q!Qb1xM9 zNs)s@+-1afh>0~Z9=*2n39n(>_gi5XsWUe*(nTZWA6feDb_NO%4ORTcILq6(3QW<{ zUIzyEal(61+)odzsF-D&v}43Kzd557jp#08Y)30DP?_(y_BnHgK6lV#1O*LWDM8F- zER!F%*eD7FqOI+LF77YU{|7PzsH{)EB{3k!^p`|SmD~yI^48t1JzeOOw|B~rX z6BP;j%&)dXaFPDp>i7KcHvn`f8vv41*{`af{2i8Ba2H^y-}fn=qy68h{=fRHe8%IS zbi^^J%`SM|Zm*>|zv2PCdby^T^KQH6ZUFO)1pDKZ>he@LFjH>32D}ns#S!VUH52o; zNRg|(_bL321z6S-#c7ulO(W+spf74>4iNIJw~DHrt}jm`>GQVGsP_N}TZ@VZsR2k& zzg;89FusDSGWTnpP{M6cYqkfW`aAsDMh~}%0`CLxb_? z>#FBnd+i$gIC@&>6|Is|xajTg<)gfhjTp)NnzJ^?IDClC{-b-shMMYvA# zAQu^=VU>d-xAk6u3!axnI%Zk^v!Jc<7s1Q7!@7}AYh*~m^3IJxVcu42TB_)zS?1TEya;dp>P_hfKkb?(o9EZ>%ZEQRJ1<{51x2RX(*-Y)kj5Xr=yk-VFzUL9 zj4J>R?|`bn$)NWzSOym1i0nj_)lBNbmJ9!C$=A=vYJ&eh-F&8HGWU|yqaEi#f&MxcoGly9 ziNaMgps5Eg3LImpX(m-$rK)(YMovd0lkhf>t_csH(%_7_zVRA4qPYMaehtZnh&p^xtNP+X&Da z$b2X=CK>M#kUKI`VOx)f{gNS0*a!A@EVgi8rg?k-AA9lu>m%+UnHdq#T}I+JB~@)b zCx{@@&o!zU6~T@K8s=U&1A@TivuWkYe5NP4?Lj!SvjAqW5yOa(A$N@18qSe<|K&3w z@R9Nn0M`+kBK8W{KLDjSXRUckqi;$A+xW`a!;ZWs+;zlAV}`dRoTg#$wme_$t5f`J z=l=nKnKNM(6dp$^$kyk^XM2m*?=iT$2#azr+v7wm1K?n!02uc%o1I4!}SlY5Kl0fgST68O!=POUIoH&f8Jr`0iNx%UiE`_rrea$f1*O zXug7>V}?z=s;uoe|DG0pq(mA~2iA-cW)P?C>F?|Ao#f6gie0+xL?WK`^!I|xfuYxW zNb)&_F@2kFHz?AXd|+NX195xJ&fM3p0MD!5+BG0Z0vBn8;m((?HT zK9DhkKyrfU80-hw-eDg3#~v3OAHD)=4kL5$*dA~l8DZVY^a;+K>J$$*w-Uc27G#Q3 zAzY4vPIR72a5({{GWcx8ExFTVb0qWFF<@yp!Hu-;GB@cG;inMna)!2D+9kY33s!q` zUcTa!59)ktt^qc9=urSY2&6aM6D4{gHZ2+vNAc3<*rGbe z6{AXrsKre;7uG+AvgXMW?(}I;W6r-@CwE@-Cv@$fuILs(>I2Ppo1+H4y_}USYavvL zYbx~-HBxMfi#4X?enNgLz)kQM{bUrXKkQ!TVL`QJU;eNvmmy-=@T_XvR){&o^kWx5 zGI!uecGnd?50V+L5U3mNfEDT}^e#4@mdVl2;rU;&XGa*M!07o<*%@@P)&Lf8Cth|G z-+2eL5PcuscJ*1x48Mfnl5lObWG!;>cM(qS!y#k8QNXC6rD;-Wza@MouPqJT z0S)YpX}PPzaf^9zB6_u7V)XY>v;aTGA;zjkvsCIaiu)HH@tAd+#&gq>b~L-r+xvh~ zK;Ep#GS*B$YepNE^$%!ycR4QD72YEK?lzH#`;8`7#Frp%h8mBrz_wf6c}NWTysGm| z{~V%TMsWF3RR|yQ?;-NDTa@SV9dx!}(OL5JZQ+ak$>kGQcDb7BJ^OAwO;~}8;tkCO zK>R;EqH# zsF=X!dNJ>^jNz4jgv=?sl+rf5b6OTI|fi8i#Fu8<3lU6p1&DH&?J0kbx&@!lArS0Su~*6e2k zXv)74+*W2VU(~^FUblCUV^|&3Fr8JLo^Z($>)Pa8weK+faV8 zx86;k@z#uwrY4(RHO8`0V$Cq1ETFK)f4 zEJwl2e5w5spXIlwzJT(aoE>#`4G+603oOaP`xrk4yN$u-P(B(HVKx;_?<*aB-qQA2 zFjSPu&^H)WBa!80eSRxoeJqUxDMHe~Qk6RMc2se$gVg31JvBBOSkjd?J06+&MnNFS z0RKG(=7V9VX1CrxQ?Nj6lT7hizw1NxbkBwMwSL#Q@k#m*Z<8_1;Are6Z36%uo*EytU| zfX2t&5+m3M(~IFe^FQIXmjOJ68eUiXfml9oK7*J(Et;ACoAQrp=Pz^ zqVo1uSxhTEj15oO-PRcdo*R!p=d9k;tyL=SksNg(ggtmeAg%#Shh!-RJ0| z(Mb0Fd!N30YJ57)bN}rX6=3;{f7i&pwV=>%X^Y5(2`8;($H&Wsm_xItG+CN6=zKF2 zZZ4mcE%E69e*#I}M_=}3b`DV9EP90~akazn7OQGV@&I8owxRftpZ z!TeO5XC4x&qJ|6m9d#pv0PDph-CYOX1N~TE09Wulh8&A;p=LOkS!Zr{1hBQ`S;M@t z{eAMEXv3oN;)3gDq(x!A;M7*(Be8mawiPp323+^JxcED)-L7;%#XSI#HYes$HSudA>?+OnIH! z7|4d%4-7fw{{7)SLfxTDNl6C*MR_^&rQvyojXh?RZsQA{1rdTq;7kzrqC@wO$yMh*QzT^Y zRP@}zd@tD&ZA4e!=iXIyue-OlaD_yp!JFw9a)u)W-^{Sg4X-2YV0x-e0beRkd#lMg zVr;4^5k}V1Mt5xsqw|@y3a?o(1pI$XjmJa~)qAbh6a-q&0K_{=vJdZ zkS6n0U;K(1YRyLa{@eRmiLY#lKb#-La^Z1_%v4#Cnm-ah$g1r^YU>MhJNmgOCzqaN zlAu-J>RG`83-Wga`&Fn%8E;ExMz*?I;#(3#wY#UwahSEWxm=)kMAQC8bo} z;ZnOKRCE-k7cqnjE}Nmfi7xz=v%8;*`F~?oR|q0KdA<9bs_NG(^IT0?$(TM6^scH& z2(&EW!`yRz!l7v_i4>;P$Ha2o##bQ8vp&)#idvbl0$JXH(s^*;Id_X+FzQ2JVyD?# zYEN1_chEHM*BzOJp8XUr!`o0e#OdJyAhui>ogtSW4N*7EwZ0_`Ubi{5JSMV8EJFxt zkSN4TmgQ!bzHGCtx~%kkP?_p-3SAj)Y!_k3-_3v28BsD`yyPfdn9yw_D~}uK`OIef z(W_H=-R0hK?rHfREWGdTDFtmA<^AR2dYSvYSqbqtPxg78tlH=%qE4A`#r(30tVyZG zqO$f0Aj5J zPAyuJs#)M$Ew~DzXj=I7~KbWDS4MrefQg%*a9Qw6NQ?o#|e=oaOP^`ED zsmU1foVs=ImoYJM@Rs#lF5F6vM3j7~Yoq&S3G|yEPO}nvhij^CC zlP`$t4{9#XU`;~vyoP}RL7YxDnmPngH6faRi7_}6VQ8n!DDoiK<#J&5h~>d$q430r zuGsJ4)821O-xD6Nu$6b<>g^|x3(4KUsP$F9YD?3+Sm;h;jITzri-!ygA&JtCM^gnF zjdv{a4qlN7bRf8jM(zNwXJ5UGp`>=6wu==|QZp1kkd{e%@J3l*|gopf@)~ z(Y8MERqbU+S8>r1Jv~hzR$PKhH3ko>xo1=d%Ew~`l>7IRvg-l~*75o9kXnwbdVRCb zRBq=mHlFs3K&s&dxS~9fX!N{Z=M{)!kbVYJC>S3Zwm;cJq%4m4?%@aKR>3pHuNY07 z0$w_XLi&}~Oj_R1M3k^*ri|qe)`^<(z%*-{IVajM5q5MIj{1i0Ag&LUSmH$pYr@$v zImoi~17;Y{>ZD6j%W}#o+&;%;Vvj4pGKAswaxvJ^{Ut)LB|VR(b`qe%W6-@zfJZ@l z=&`6N(@wSkVJ@?eU&sHxOvzl}DL7p2gxtV!TRBJvjRjaKx2ErC$+D4DmSujP-_D$Q z42>dMeKpE)LtYw>s*y?zQbcR~){5ndH$5*S`_O|37gNSD(h1?pplWV^c|DeUN2!b~m zY0Kt5N8c>+BW-2a z+V@1P#Ww6!Ulh{~=5C0%H;I3Km%K<%`{1^Khn{7O`_HhWNfx&dao!(7xyl|NaFj@gkadBK*n6occ$zc`(vwblXP zwj-)KN+90sk(^K-lGctA#p|N#7@S$SHJ(5 z!(-fd_jM8BKwVp}SHSd`%O9m>BUDPv&bO4S!4?2}+GBsik(r(<6_bFuua!(mqukeq zh!(ul8>h$%So8wPj#UOoMs9v2R|ZX5p&2N-=U|yK$gL^0^f&~E`V!06a%HM%cg!`! zaxWBt=h@Ak`i^xyRh+zA6m9Ae*#<81nUaWSBxD;9*-mFp z4J}2ich$T3H0jDz!&t?`um2Q|?xfu6#?H4oY|g?bkxuuW7Tp6T+C*m!WBi5ynA7g0 zjE1K9IzYLjNvV74i}jSQFZKz;s)mXr_5=IN+X9gWDq@*4L?=|P5aq(GTgkPIo_e*^ z$-hRLMHnK}P%d~xGlm@^kb#W>O4uPsKBKfM19eC76>5i_$D%i3IfBA7*tj1Z&BPBr z8zgk3D#l;=Oj*}yPJiG+b`}h@_%x;nOzFSCFkk~lK&U#$X z6ApJUo$M#10SOg|n&BWzPPR!mZoA zq*_lS+lTU1gU3v16?ORMMJ4E(K}m3P*m0%r(1m-a$_SD4z)-73NbxBh_*)8f~A3~O`?rMpy=(XY%NV@p#{V4e5&<{mUwHA=C@;VcNPBN>c%6KI-<2CbX8oFWmu87Sb=SZ zJp4UKIMPcsw5)?)!xSOgIUM1$sXWOfT$)o%a<>sGQkK@8_Vj0qt#JC9dLiSuqwlJP z#0638v^0pM^fAt52AXmNlH*z0GDcBxG`_MS?JF$(+Vpt|ZXXmSUDfz~L|+0|4jh|f zU$HKD4zIne`AFDt&sml=`F2oBfh3W#-7+z4sI$cwr99FPj$zqs>ThQdWDh|KC>N(s zUH44qUE^dFxOpv^`f+)Ia20Qul#JpDYtbY0{-cf3HIP~Md|Ayv1=?=dV0ni?YzqLm zKWvBt(pevU%O}SUbOKb!T^U}%L_g1(UP`S3l8 zbMy#<=kf481H|!YIq!?uSXH1ysk9IYD_LP7VXJ)(Iad)sh=_UgVmbYnk*}r$@Iom! zSGWfszr_7x_;?p@YP8b` zl?;V6xoLkx-;>)42y8KCT!(jvdTVVf_b$`=wyCB4%q$G#7p5f&Vo{kEF%nZ=iXawR z$j`gnrZ$fl=YVmsx41@N2vQoBQpq3v*CR>y+V)EZ zABwS&S~lQss5Y>3MRCL#l@nL@4QEw}(zx5&m488Y3)6nwW`QZja%Cv# z{nVfV$7p5&pdGzlIfr0PZULv)kIu$jQjH0QP$X|D*~o zL-j8c7=Q6!io3v2Hc@b|C|?@jfzu%UEfun)dMal{lFxyasDZeiTE$m*3(X{6L=Dr( zU%q9Wp|vo!0w~NM@J8L0HUU11h-Z|S;oB}G%5o@~F#k`SN7qoXEr%?FOv=eCMjbto zmx?n4yp*i-bis}aoq8ttY}t@%`0no|DSX9>Skjkqr(lyiLffpX2xBqcQN?`Hm6mDy_o_qD%Ip$wlPRtw*|^=E!4j zt2<7|A1^oe{>)eDtTxymIFx6h$*0z>J5m_k89C8b2=d5OnmGk-wV)eyv%pF8eESao z1roNZ0<;D6-JUZ@(iPt#1SdRmV}RG<&zr{a2e{k?S>}Sj{ghH4KOgbt548V}>%fbT z7eHO`y7=F3|EX%~pazy`&+cdWe+mNs;bO*J&j}wV1eo2GJC`~BCkxyZX;c_`j}iFPi@2r~KCoIt^g_?tngw{Ksei*QWsY`aPEae)k{8vb;r{!(C>% zSO1^qFJkyr z|M~9af4@*eydnRu&nEZ>ZmRD|VEpiU7vJ6D+UASjGXsEwbxSp}*BUqgvD*8GtLYAG z(lahqFFLDOa)W+Ep8}3IIHM@ecA#$r%^rHRKqT$+{T};lnVH<-yU-W=?;Uc3YwCfI zY!)&-F=+Uqde_*|EHgtIK?0KobX z6a@7^VlX8LvX7D6Y+db4;dm zGo|9$&^h=TH()660n|kf6=$7OpLq&w^XBb8u( z`0bt1@0Z%IGs6Ekexj6;p_t5SKARfcNlI_4omTHJ5T$wFy7!E$>HkGmKxN;oiWbFCS~TtS7*z?#SuP8#eVw9xKO?ZJu1WR=;w=2Ys*L>&u+p-UDx@()M_ zGV5k%0fksbQBKdSm$%1fC!V&L4*v1vjS=Ckzj-{MuP8wa(1GvXO(0ZP9-8!)aj7fe zu!zHxL#G#t$p(*zbIKUNROzzcrzC@NuiXdi+gl)r=Dyhqz{Bh38UrlAABG0bFS#%SGfkQgtkzl39;tGscIa80jUyBX1@U$t(V2b7v0HVJA(5( zzg55HH{&XO2!>ng&2^OUVQh-a)%*ye$FCEUkg_=Ey<4)bR5W&igYeyl?{Cz3l{K09 zv}SCekq)|de}EQRUO0OS-M!<nZXV7q#f0p(5Y+=!&doQSxa&qyH6k02#P+~K~sb;;GS%>f8#{Xl-iFZ<+KFst2fdS0mr{9D!FHp<(6 zj&igu+zUQhh|*}MAq9$CunLy*PE!jTF z)no(zT~0p=t(G~fNrA26kQokAt)d*ggBYfsHWea1<+0xxho|X@7jvZXc~hi9gt!c; z@&`qH8Cy2p;b(l@f?ROG(ChhuXj6ERd3qigm+pE34(SqFj>drwVl~F|#}%lG{RHscN~MN1Unc>%eG z1P3>anUI2r1(aBeLJctEujzP+neD#4kf_J8NMwR zCEtFksfD+eW<%jF)g$Xlo|^;5YM}PGVcf)R?6Z$AC3cmHEebxAX~FF!%G6q*OtIuTfR9IPHl-Abl9}uDU-pdaB7WV~Hl*9U;V5GoMmr zwszej|FGAn%%I6xV3{+PAIOnicjEz^{74UO@&za*uE>qw`SVyKA%}Ng0}+lswzcue zjrL6Xr}RJ;NDqwO{U7N;s`d4V^?N{ia0aIZc@r@@TvF+Ov4OZRH$Xu7fOZcRsv9KY zJ>H*WyJ(+j1r)SsWVkdbHA40EKpev%aNtWljeo%5csHb96bh4?^-#TFRcHYkzcger zI~$v{TULVmG%6)w?Kn|GlKA(hG>*GG<+o|1P)Zz@Dx9AYhN8Ja>#$wXw$h@fsLL7^z4@*-IaWW)4ye>fP}Dy$3Sm=z8i>9!V26j!I*6Ow?%Q5DBcs*&qH$h1}c#Q8Pc zLbzOQpNPClpNp3d41g-X#B)^rZy}ti`FgUU)W$ae9+qjC{Jg2z3|kyjBKC9zGSn;e zlAjIRE(#t`YP}k`7b}(T*lnGfKxl7jTC!+f(6o)A``h)nr#0X}?NZ0nK9utTV0ev8f*F!XeNK#n)t6zk zgaM5p+YhA~;?S%VS|}x?rdD4Va$7=l?@H9?7wJD$CRtDP#iO0gO#DCF7&pJRt^Z{FVDbJN)4C?-6#M}{7U6FuhM_|t zN6k+{oP=19F6==8vPvEOXI1%%1k^0I_-IHjFF>LrWd&&qah8ILNygT82%=u-0Fv)O zYmZhWaJ||e41LFO_~>9WT|7YIsFj>#=*(rNrZhCZM=m2892GGW`eFrD8VPKl5DHLA zXy=euxDx3`>;WuXPwH%nDXd)$HNZEi_CyO3A}!h+*9ThgT|LgQF=&M|0?fKNL!HdA zKsGu6J_3%W>h^(qf4yCK1VpMiV_{gS0)jX=g3Ps2-AHxf(q@oLh&D9AKFd=*K~Bcp ztA|@b$kr}H%BXs*andWVF>>QFm*UXTvlODs*vtXDO9~{VdL4H)s-m0Fs3O@AMJNNw zI9m0|@N}qy|X z@>iyI%?7rTJ3`v0t}HA=0#L=2%J0CWLD9qai7mps({GJ6dOTQg`bI1oqVvB-+jHO}9yi9=O+ES}+ww7Et z5CsqbnV@J({HeXFjeBnJ!5*_qyTcEg=}_cAJ5L^hemGny*7O&{#px5HN41wDzqA!y z{aY2Vj#j5`k53d!$tIR-cYbw;fY=6)ujka>D}kPGS={PqM-9>pGEf8`eYpm;fZ|cX zD=^=ZMyMgxnR^?KHkt;#N0_27kwvgQM)#-d&-3-PvF4*NSQ;oTpJS1)7cf&b5LNcd z{V}57-cKUn-i7+5P27B;Xbtq;1~*U*)>B%G!f^7LDpy(wI%wvQxyET+gdqI@6~qIG z0<=pg8rDp$x5zE}IyB2d?!NXlL)K+}Fg0p+e&B|Mx#BC5k|wycK69@s7HRsEQ$Q(k zQ@t{d)4~!CXP{UY*grRAa;0hFua>%O`X;Cyc723&qWV6b8z#O$$E68Y;GCb=C+7&AvTbWLU89yW1^ z6DD}pWo6t~|3*3t_2L|gTr;|O^ZwC;4+^w!#ID?8lCTgxAt=)FguD8xza0MD-9=;mZIOccFM(DJ;b6fPN0^yBd%b;Zb$0Er zmmZ6TV2C%HYI76jiKB6{I%{MmT}PjpwsGu3d$z$N`VaUVdb1%)R5te?M+enH^%_`T zn3`PU7+ji96)_WEs5x3_3|c!r(dC}@X%d5fasTdRcV2c!%CtVsUhv#G;pV}v>nd;q z9L`sQF_mL}c+^ZHEk^U_W~@*Cx4m8FKlb)vJY0}Oqx!>IW!>pcf(X1mds?YGUCXj% z+zy8#9i5v=x}J-8Ef{!lDO!p>6Pjm)x7T4$jcieRq>_{V07k3dU*Ty#_&3MT=JYqm zugyT?0di!5ZD(mmoMu&pgPD*1yJp`42%r>A;dgVw${qU zf3yEyKw&>zpf$3;CxU2(k}?tXADYQiOe{32pkdgx$$rwf+XRbaozm=>A5l^cgZHXx zU>%fukB@X_^17sodv5inCegPirZ@4lJYAJvy1K+dYH-9mFfo@j(!)T1lCXUGOs!qT zaN6(s*}<|-=Bd$%?%nqr0xO88qhl+*CuaB;xZ<3FS}d>~O-(+HXG2Dsdp3W$rGGI~ z@G5Lv$LdcEEe|9Ml=4Y)2mt-`+*qnN*K&U>i(s3|`Mbp1NvO$A0It=(SZ_2*_bApPh{rw0@pX7{ zq2rT^y8<*$iq)jP+VM75w?$kO7?(Vq_L#l3_HRb!HY-0Nd{)Xn&dIiNUECGbLC^{5 zcY|({a3f0uUP3*aNsfd{z<$ldh>=*utVX0$iqlA2` z6m#bwz%If4tKJB*>-TFOSA)&#e@dA29pg-NM2Y>kvtCE#uX>3IDIxsb1FM z1D|#<0!Q(7`7P6i2274s*e{@#S6Hv1B#pk}T>m=JM!NrJ=B*TrNF|agqLx=_cO~p3WovGvV3n(4hC*Lbo(-~l zNDr8zGaqq)Rs$S^R1)5zD>~wPhlxLVXz?(SwSIZIs@m~vH>X!d8C6H)YjkEML>H;z zYE_~=xmfsEqRAGc9b^<5K9ST`?9_hBi$I&liAxj`B}= z)6hA9k5?BX7gdY0FJC1}l8GHC)^Z#K_K{_&fGW}FjzK0Fsn1=fJ5SN>Pw6`aSF$ST z8So()?^dVVN7|znfXm^W+m51nAV@Juis*Xre9A~!X^F0ou4Xaa~m8?JbUUt@|MhIFJ0Fq-itHGtwe(>MA|amujSGnTiy+CW5p>^J-MT`)M~CEwM%DJjMh>2Gf%YI4cCzdC}o)3WzgpaXR`4&`yFuL;Wh zZs<~%bYfC5FG-)id2xka{@Y>x6{04qJ${#VSPa3xcT_cD3jp%juPBpcyzAr@k*R0^3~aHDhun>bEYV6T?>cZifqr=YS8Gv>R!CR; zwQNTXF)f=aR```P!YJBF5%O-rv$yF=+6AJH;e`0bu2L;eBp!bw8`$rRWui?ak&j9j zO}3)#9}wk|6xWCFq7kffQLyX|4QJ9M+Jct;&bqE52Gdq7RAkrPNcRVTNpJWHR(pjL zF~3A=8#AtSY)X_ZTuCH$blLN#pH*??I1Aba2EFlnD+RrO#|+Yr1QApDfo_0Wv4q4# zEgvIgF`R;ChA7MAXo1$-WAqHxgl8_7!`IfIU`XxR5R6M#Y#3du^p$DT$p0z{o}p-{ zxlF#kknkCTK*#6@CUsCq{cODzA^6mmPZgPS`zG`T(M^U28@~*K_ z7!*Mz7?P{r&o1Soiwm{#9jCkn+$yFpjT+N<%-DrMl%{=&yHi-6T|P-ZD^mRjd9`S= z)F*qJ;<{);#d$7Uz{vcR8}l}IX6IDONwCrdI)2V2P5&Bb>Fc`NMJ~<;=0YZ$5#;5gP z^aJ)gy-UDvBNKe`)3b}!8=+P?W&6w_jjE8_3LM`{U3_5zDOeAwd8MVUGp8S9EEe}N zzs``4`i#E1LOB<=5Kb?UVeV;=^e9g`0Hg}sg8z`Wp>=_vL8jQ}D|}jJqyc{F*LO`# zH_eUfqr2W6Zm4*Wi?&JPw_j2d4rWkRo#@7I9rCya%u`P)im2qFbVl7Gi`1Nb-2$50 zSdJ~W^~FFRT&$@PupHjVNm(wy+&GDPqKKrQRw0eys)i$VR68p)QM)0rDX7^nf8fzS zMShw}1Hv4=a85o6!9c3_q##xD))UX(Ij$A!me({zuobKPPV~c09f=6ne%s4YJLz%M z?Q15wCaZx+(#I%b{nwyKC4=bYE5tHx#6-|9v&=Vi)<`-%|Kk^@Bu%r3|@U)QD@ z`iG~H3U54IsY3$(_C@P6ULs}^gyryKr_o|vHLBv3xMO(nRC$;By`qk44{Rcbcv`H) z3hc=TOQ&8q#X`|&?;Syn-H!>Jt3_$cxNfKvc)T%r&>L2*1kEi3?J5=Zd=5Q2o+u^O z%l!>dN|DB*b0%u~gom4w=Xe&rE_to~%JXPig;Xh<;}r+=%~RM8hh%FnTry?Y2|Uhv9#2=Km^Y z|3i+OyhHqnivB_9K*CON)be?=&G`Su3E#U0c)3KRLobh;gNHT&DPU^Jo&-KiOc8KVN)j2VC{9 zi}?Hh8_BHigCoX2JS@Qb^Jf2f=l_3wtA;)paA%0wJv{|1;1`flyEhvz>I948IuwXX2jCRQg9CXB7DgJOLNG?w6&b{v5n0(I|E%_uOR zzXvMxy7l5rA@A(alXad$;P%nj1NKOZpObBdr+|Pyl{yEE@`ng|mij*LQeg`@kunp)h{*ww&uH+hUMs2}h)ToeMd2P3REo6Ie<$c6yDl3H*fO_fPga z=@%b7+Gz&?-{0mp{*$vVbhdAVGzLGf3iu`le|+`@Jei;PfW+N7{}uGd(;z@Xu`a>q zXMt^gx)gLMyTyGDYzW5(%8#-}%Thtd%&ZG84E6jO&TZca2<&Y@`g?&?*K!kwY@duq zGrE%y(#r##E;;FdS2!2mI(F*dDQzJ6(=#yzxvEfgo#q|rJuO#$p3 zPY>4NF7^P&O7F=oe%790`adrF#qoW$9Sl?zbP^Jr_-1abBO4V!)YNStg39{uT3&>zFord$ z)GvlctzxX_+&_C&@|Jh81*#4I4@;;%v7lAGNSk_R?ax(^LoM&kz1AW9jp^#Q!t-FL z7OFX0TRR8464-aNv|6FL87drFJ9TSp6EF4H-_ea<4H(nTKzidy@e7rKGN)4afnYVuflFGI8OUe80fFaLf)cJNQo1$qB4 z?XSXx2XAJ9B6JScKhi=##T9AN_l?c8qKz95H!uK#+C`3snjre z*U)^gsny;!oxH)dx|TQc0{xfZPMgfW|C4imzLKOPw9bKvc?QxYG+c8$`#SYBJ85sr zvx(zcSx#r#Bb7t_!1y#0W)9nHx;GqGS%%y;Qyxc&3L3nN)eVu z3LbGoh!_JS^3mdhHq;ev0?rri^G(!Yw-`eLq1A}Lsp--;g^tk%uW%jdIJxUO^@;@_ z==+^K6ap#)6T_BVXKxaebhs}U3Y(aO%1vmb0yPqW)%(*v-Egnvm6FoOouzpLI8{{+g??`r^cG$c2 zAf5adVeB7aqFdzKAZEv2>rO9y4d}_JwwmtZWfdMU4umn^MdU((xTDc%4b+1hHIvq) z?_3@BhG14=@x(CZe4M#nI!5)B#=Q|?QMwXhryd?qv;;E8CT=RVaOQ~*&HC4GKlGjl(CF0E=~W^$)&2m z@d63bhF!Kd1SXfSbCuD?-g`Xc+GA}$fr5TT`VW3`G>e9Qpb0I1#- zUQ(>&QaDp};tLGpF$5+dyUtbY!=#r0m~)j0il4#+VuCPdK{w4xBh&haf?YU45<`Tj zkQU3l2h5g<4G>#}6t!nXH#Oj8<)pLmJ`;R5f4g@k89G@K7|nncO&i^ zp$x&}pcCE;x_+~r-GE2Ce!Vrfx5v$vdxi8w6Zrp^-kZ1&N433Xx^HBRws<^BA>Yrq-X^*#VvhuTGLxOzwLKoYPDiQ?pWL1;QMtB z8ky)yf4Lg`WD2y!T1j$h=Xn_5qxa8cNeRM;SGrY{5szpUiL=!(KvXW)``b*rs97io zhI@_o!S}R6esTQZz!%|GwZUJEiM}x{RO1a-yPQcR5@u5w0DP!2aJHjimB4na0#qQ5 z%2vZ7$WGY{LuCA%iUb#JWU~(`N|Ps}&Fn5eJ;tfts;fWFvTptDIQ35Mfo7Otd~mXp z(5xSYg7g_bjXn%`qIkbPqzE&71VmB62I`e5TwhkT3t1=gtfC$WwH7N28gahXSUeJq|+q*aT4QiDzZTHK*W>cINp=ZMa^ ztHejuA9T9foywg8(17_SMMPz1VT& zrD84Mhm@a|?o!QV0*d)0zunem*H?$J7!>b5B1K#S`soMJL+l?`V(MG}Hnk|1}#< z;~J1s=AJ@cpMLm#{OuioNdnYwrMPd}*C+5u1-?EZKP-}YQAGDaRN02Ys{a-~bKLD| zMgV5d)UH5!7K$pbve2j6fQ4H}w^PcEWFw1Nc7@RGj>|*WpukVS_pbnt@g8I7xkVp! zh@4-L?o%{fRkSkGapkuf-j$2Vdp1+3k+AzP-r{vum1c_}8>LkW|7}7N7$|a}fkn^Bkq+kiCCgQxTxTv~2YtwQ& z!IlE&{A)tw>XO0fjkdHZX0IZ~hjjwWf!`@!WqL~3khia56W7<+)Q`7&*lzoMK;ulN=c zqPw@_*y^?oPfak3>e>x9s%tx4QJ~z1?8mPqzbKs)H+(XAAx|}81X*+H==xstFF3I~ zLTTIyv8YN?swJV4_SL#G(vr}X#Ut;_!`sAuF>x>ZipT`>ih49^iBUI+^1DAZLg1t7 zYLmh73+=Q#7n_=M)y@-0jXP4zO3v;eIc&FyYU)*ogrHQNxzfEJq8caO@dG*L_JV0%j~4b0g*2AuXiI+trj}-%7bl;tVN_ zv%j-Di>#>cXT>#gSR94vWhnNG3~1*>?K~H~p-cOzbH`N8gU>NPz)3;oSSrGPV7bR0 zi7d6g|M+c$hiZ=3qMeV@>2vqn8Shka#CAl=WpZn8hmS(LM-~+O#La>E$A8IFVl{N1 zI?f-se6}&1Fqk0;0B6#7iEr^GxT{WnlmcV!;w%3@_Etfbus7WB0KrYSf%a!w@^Y$$ z>22E+kY%G+Q)~ErXHn4uxWXP+jY!J$UzN+zl?kg1#LyHcsvXCn%TM>XLV7viJ*1<0 zXiB5TVf8;MhZrA3ihd5*$?*pF(x}&oWN6VgwuqspIL3 z977k`#T?h%(fmQ$oERrA^;l$i8eUzbqKVY&@NccKS+x6wKHV8{4}4dfE6N4uOHY1k zu5C6fXxg{$P{|x&}jZ?Z$ zn+&ok?%CqSd>#gg(oE@|egL}MWO;`xs&EbiA)Oe@N+()AiAW9^?;a33Nd3hebX=B) zl0w@lO3wOs=xG_??LhzQ^J1CWu9#LDm&iWPo=G=c1N-Fu!B)=G#?6#cF6H?~VT10XKtJ)g2R<@kfYhP1+Q`h@leoQleIw7K4U3gy|^QeeV}L>y?hj0rs~=|#BO0Q zD?%o2vQJ0sI2dV!fqGh9?)e_o`7q0pQ$c|S)E9DkAM$nMAAszL@qIoLNm$z<^}Dy! z$wtyF*Ck8+f15@HsP=N#UDbM2hAAI%;PcVsgsUp1Se*qOW9D!L?hM)LcNfSrbr<7Y z@!8}NsZ!mh#lo8XSSL_$#h;2ltvyuI~8*`2I^ItFBwF!z{ zuplc{fP1`Hy+dayX#<^P`XW&?1VNppo-u?0MUwPLxL6$AYTtsuQ1fvbiubX;Cg(a_ zH{)uHU6By{3;gGjsdWrBRfZ8-3t_2?lSaM=@|kJ7zd)1WFf4KOD6dK@@${U%eM}8k z45xi6TLN3g6r9?SUU5tzYK-KIhGEv~jY=yLiz?xjzd`qHAitzykv4qw$L-r3r2-Ee;1Pe$3r(H^Mm(vXz6btRL9Xh;HXe~ z_9r+-g$KopyKmlFf8WE60Cs`0af=agbRikQcs-m5x>~6mdCWz+uVh0)P8}jM9QDzb z7C&S!4w_b*Z)Y1m#b$tHI|zEMk$Lr5#%*tfP*6YzBt?jA0?1%El6%0Y*r|s_P->sM zTm7n5$i25ON(SywaJ?O(kiZiaAhP9Vo`k?GPY<@vW$ouTt+Nl>x=M(Pv)cQ#e=4bE zq%xLqs1!Vr7%l>2WD$r|Cr1lO{UkouJJGy2#^1XVfck2WH@X39#wxUi{+{%2uTISK z6_!^y0tWMkv_O=-l}(g(wc~SSAOC8JrBWlK$m0TDbpkH?E4P$yQQ@yXwp3T{C&nl2 z$AjxrQRA<&>Wf-+UV_J_c|V?i|2y#Hb@tX&`ubM(`WMiRb<@QJTZ ztZicCWE2(m9x%5rpIuZEOOQ$37=Dfgu{s9>!A>B%=blB!B!e)ei2RQjtt5jN;hc&b zvBtG{@~_%t;_tN_e#Y6iU9qxfZlC4;oq0DTLI2Y{XkyQJ-%L-k)QsWtgmP)qyBPi8@vFcKO}DP*WoKzkhjz zcya*{YkmjiuUN_4&wL+Ze^d`}=1i9cp3%;x*p>)%imSq52LJ1My^ zbwgQq=Rmn`!z)dSFpZ*{w!^}amU95KX^MfRhzuqf9NuA3KhRgZ=FhyU@OYwl+si#B zDj^_)L*S$6ye!kBx@Yy-&!*?wqiMMkt_A2kP$YpkL24M+sPU-r$UAT1+Bx2#c?-Zj z(I2l|MvLPTXmv^^Ynw&#CqQuRR^Qc34|Jd|&g;&yd!X7NI{ZWmGzkv~xpp!6o+&36 z&5wSTN}lFpI*%@dD4U)_pvT+uIRDl=is4E?=!dXXI06;XeH!E*UZl)3ID%QVSvm6e z7MPBS-F+2gjT2M_f-G`}J`=+}}Ybsaa&Lg0KkVuw~mAQ>yD++wmvIwVr%2)ZXRqHnf`LO4g!Fj`dSx$C_x)n=vnaP)U5R}z)CYNPnR;L0 zvx4ree-0c6dsrpqO6Mr-r&NzCqpD-{J_9r5qXpG&ASa+J`?M*a!_^+WxRB$5z4_?p zE@i#^#|$X^=f=dK!lQSMK$jV~Qw*H->Z0u`i6io9le|3&1=-JJROR^_iv1bYKYmR( z5N~K`GD@q(f5#iyw^oG%r|;Mms>_r+UrpreC(KH?V`F-|*f!GH+cgIOL2O|i?UHP} zOOJ$}{{jsR1E-)Qd*M%>GeIP0L;L-;tnrBY7;~IEC3WTRkSTv^SV~*GpEU?%`;6~# zp*rIpEwr)0oW^@mwNH<1+j99dOSEU;7LCu0KZ#f^B6B=iiGLq0_VoIEY@AWkj`#6r z4*-rn&M*KkZ+m-uOd9L(g#?jhuAPRRb5eLUb4wu^HLiv|-Ff;!V*3=xTwk)>e1z2t zZ;!dw6iD@EixoPi&0Df2_s;)y$IXd;>*v#J9@^P3eK9Ut*~M$}RLX*df!$B6c2;7I zGM0}xhmsK_OE;iW&i=Z_p*q?2iF&Vt^#iD>F8|M8Sf|EUMWc<%029>K;zD~Y(RoH? zp0RAPr)XX4uR6QMgKQIpGnW-t=CZ1QzDiws6SnKRDYk4aJ|LxTxQ%XRw>&=0a&M99 zCL#saG?ON3V+ve~C65#Zeb_&nXFhnnIZwIp!z0HFrhq0?CP*^ymlZFn{^Q@l;{9LRZ?`ZQg=elzn3o z32TyVPId1s(duw*ufdl3(T3}#Y}>E>S1Z^km8uNnBesI9O;F~_54%vce{~-N%kIzAbrM zEYcY&_CthCVQ6)RlucdSzJFH*sye-YGZr=T{6m7rjKL~XYgZeesFDFvP^5m&#HN$gY(J23>ci-Q9?z`{*caQ$?=y7_Sb1v`q^?qH?8DrspP=^?4 zwe{ayx0?s! z(EZ7%mf2|xwYc;s++KM}!FDWGMyzx#8cq3suCMbX*{Rr6mVR?xpn~_BFtLA_5Gm`* z5<)%a%${&&fB1@h1vff@ru~g&qE#|Z;ETWfmAHuwQ_6bzF!rync!3imDbZlUUZSS) z$Aja~_X0mNT*V?~eO#Zd@SjJ^zg{7Mt-#1&SVaB=EIJdzU;aj1IgcCt;i($SUtht1 zl}Q}It$l?v_Ua$Y^PgMs_dm+}z3^>Q zNu?h2m$d``Q-U2VU!0_(>0f^l64;Nx_vXDC@=^Nl%lDQXEFXZ2i~h^^{s6vr!WCI{ zroXHmSX0$2KCGGKdCDW-zrL^1E;g$Gp|^dUz*FOv1GUi}S7s?ERr*ot3)u_n@EAAa zLq$hNcR$eFaxsWG2Hvp=U@vaBxdYXD>+UReO#ravq3s(Ali<&w2zX}Fb6;;CoD1(Q zLM>)Pz`}5?r*xbSq7T*q{To7&547T;d&5wJN6HdJvn{5$+kw>gTVm&F6BJndFerjct-^x?Om8y%5Td!Nc$L<#N(V#yko6VkV>8%KBSpA zesGc`;#QP&ck1~0%DHpgD7f@}HRq2e1sGG+rV1x1WeV& zHsNlnpw~xg90XylK;7D|%OBo1#})hiI+z4S(X`^#Pyi(`yl-e;E#}IZ1Et)qfcp;j z%oWfB^x(uL8k^}#*Nt_^5N@?X^A!s_G+g{-*!5@K>2ZD%V6pkW90O;355YD58)#0B zjqwVn)yi?d3zrF>fh>QM64Xx!Pdpr_G81Zs3h1hUq}RC0eH_tJ0dm}#UEWYosJu;1 zCV>Ht>zTI!flg~h*VeqgPA+3Vpwms)K^)Ick_`a;)&X13VYPGU;+feNdb9}KiPt5) z^R{RQLFP~T#{1Y=lo@^0pnCTT>%P#{!_LzBjU-_1%zp9(IO3MmzCT8oSaRZcU8-?t^A%<8(OUz@#nGzN@(DiEDs3VZ&v|z z(974THup3OR5Qlv+DX^USb<{;cix(HodQ#TH#16lGGel;_YHYt08Om^D zHgKrFxDMg}FKW09;@jJRyTf3wrC<6=9#I(E>?N*e#EaQIUWiqJqV&t@ zm4ULATgrA*9y_7lGiK=~;Lt+L)q|{f6$*5;b@&JLAFr|fXTh?XUlA9RG6G?;N{BSP z8ul~K26)`Kj)8oz5>&iW{8E;hfif1n-;Z=Kt~UagSJW+4!I46MYC z-60f7>?|_PV^f9}@cM-m$9!2fET@&)=oUZq*zj}!mfcEF?{F|Pp&|RVo#d%JbIT== z@X$35@W8nM+MNVY$OH7On3$aW+EMqx#huM$VW+HnfP)_C6#rbPY|LLBKz$PMV|`)_ zO6~blAnxBX_u&WVO|6793$)LA??)btQE3lk^(@SWXcbwKs1+x#5&`>}SY5S)Z42e=ip#(4hfJ%aOA zKyi4|M9D;s^+K%X92SKtm`x6C*jp;Qzy{gfW zM?365Q)GPcT4V1fh2fLjt#jL8GZDu47;&_T^5%yj7~4qrOat5kdJ0rFcqeg5uB?wm|J@K-V$Y*}@zjQxnE5R`CGk?C)u zlC@5Ur6%!P&W3^D1hbk6kP$9GbMF&*3;&U7Qf0gI1g3$jfVl8#qjjovmoz+XhE~x- zE`)K|uhw`g4-=@^hL_$;oX5F~KN;>@%p-Mf;Yl-bwQVZ87Su;Z4zVz0DxG;U7D+NV zHNc*7urlc5V0(x2?L2ro0k$I=O<1WZb{Ly1IR)X88O|1@#i4S6QrOF15s3{u14F$n zu&hqrs=xLk{z5vTRN*ELl&SHnfUBBo4qJ{+AaG7rSCP&Py1432A3qRoQce=+`uK^L z)0AE$rgt64Fgt>?MKGHQ;-ir0L!D$>{#pH9qqGE`9$q?^o2D?a1|5Oxm9%KTIWyV5 zaG|-GZljkxxpz{Bw8qf{w$yD(+@vZ^Zt+Fqo$aIM%E4?;SC$qY#0Fdz8IF3Cak5z3B=OB=s3 z&G`DVpD6ao_M?5DGWIoA8eupkpnB;}N0yn3?;I7PEbxUhs@;rL!`$Mud9RP5lOJO! zhR3*9$34A48p@aSs~TF2iDlG>Po?xod_Z2abD!{nGrE2Qi9bFF5(eL z9oR&`GY{AXPt3y2fRPJxV7}0{b;WTLLC$`WH^QO2iG0d%i3V}VO{W0dcGotpLV28! zNaN=MM%)8zy}v|Gi8+*ss{x@k0R(N+b0>wIN7II{+=^jG1-5SI%neM$<#s)0gV?II ztX9ATc11imJD{Z-ber15rkW?v23W}Wn-M?e?tVXRXv@)ZgolXzfv;z`>dzMD*8Ai8 z*Or#(`CpQs7n9Lxb;#q}1)s4(X*Fk0;)9EEsaW+fcZT(s9Sml;x~cZws5k`OvhP@4 zfwl%At?LgIpBdXUe4xD$M{)@^bhC>mR7@+?>ak`;9*wni;nz)+c2vQ*Z6n8UTD-Ac zg=A`lY}Z(1B<14BgK_y{5WC%6H;iFUqzv)pXB;O8$`^{CZRi|EC!QI|C0KCyKVTjN zkFdRDmZWYBJD9Pj3$_Wq{2~DtwO4UF%cPROkQ-lseto5x#{OA_z8g@|X~I095KB9# zp*=~JkVp|*!#^iFcEJCg&Nhj^eNq6+W%e!y#%5xHTzmot2@v5){t-y0Ye zYrGWoRX*}}D55dLF>}-Q&F3_uE}-7N97ITzDSU;7;8c8HKhQ}LrLy=iQ-b-|XGAR+ zDruK^5$a$>JFp_h(Uj28)ON&LnC^^tN_Gvn%fDBL5)480Lh5;2)ihTN(`)q&ES-*K z0_a6PC1Pe&J7=kU<1U7ku1O82j`pjEt+3iy7w#CACqTpchFSIX#+*pl9XNjYBFMsF zAgyXV$N-I(<#S;-P6W6na8zD81l{PwA!ujPXn4$e=1HW@5CIQ|e~w@o^vzcdG?@U` zbO)v-y@c26KIf@&s@MckX5+o6%Q&-npfpKleb_ks$DQcwEVo@ALqSPbc%=L|XRh$1 zD#etrG6@u2Z=8#o=|eRM!PXg>OoXbVFk~i|hysu-BLP!iPEVR}tI`hI9ex~|ArnZs zNSPmK-l#6Z4=0(mHbTZuyD=SkW8o~|ul1NG+ZzhK@>nRTHp6o6O5j*FLy9aGtI9JX zG_Pr-=I57GkO*7=w#laLbb^}iN=jJ{8bX6vL=|uHZ1tQyC+5**s2-Pz&7-%h#Vfs3 z{b~YswCPM-xjBB&&Io5Q@{|NnZ<6w^gxq#LcH z=)d5wV9sI0PJcO>kD#{J6~8v*Hdg%DmZG;W+Ppv6?py!Omii?KA+1{#=QSDi<<{wm zVc0i=nKLrGfhddgnHB6lbDU`~pR5zJ1kql7e!?;lutr8iSj4$>O`pPy6*an)tFpyi zWH@4Shb7EB&m4!y3WnFf;p94aq#m}%h#>+^h#OWQe#8|__4)KzD!i;B{_y0_y`CrK zw|AO4Z^`Mb?1;733s3b-lof>dU>1YuG3K<&S%FEjtb0Nl<=v9 zC)n|xlf%#zn+muF^IS2ZJUcw`U9I@5~s({|F949~z7`@Y|kOld_g?+V$%!Go}!u*~B))y^

5VDD#K zlS57RAhS(1X&grVY2cuyB$#7$!zYTg90gWFNaq-@5R3FjalcqfAb8iV>DCd)`A(h2 zwj`3$goL$iw=1$dN2=O zFi!b1lH+co`FkeH8GoUbrBF=2XyUFl))V9WwxoWZ z1d_2fQbid4Ok6glHH32vav93Wt5NP(u_?VJr_^ZPD~33)+;CxS1)X$)JIrVHBX+XZ z67Ha-NhnE76esADw1~8kxKSJjt0~(PI(D9`k61p z&R}j57jaCUpnNZ5!K9L?FG2OWNa;^HWnsz!kI#GES?`mU!s^)vEn!cvu8Zt(6cVjK z^*n+gn%960*Lias%+(D#Yrs&j8|(!{*f$$Y3Xclr?`qihv9~beO;R9#(gOPE~%KA%nen{XkFD^LkIkyvcVm(~mPZPpxKY=uXgSi$$|D72oQr+3Ax=S=-}iPFC- zi5tGR!|z|lx}ev+hWxhH{~?-)`bBxi&tZ_ceB%;zg1IogG72_Uk^2m5VLk*$x-VB# z->oSW6#A0fi*aZ7UlL}z(p&@U)a~hgI6I0+z2D0r^ZB1eFZbRB$!=`7XT&b5h&9F_ zeR1Gs7$SiVXpdtM+Xa}=#zq>@CGAPN{$BNAo*Sm4Kq=3qRMZ9X(pEtF!s?N7Ii7y* zlR)Bz(BU7_sEZhB{24?rCwgC57ger*;an+C^s;U}c*kK0W zGaQS%%Myt{NfYRbe7-Gr)D>LZe`uvchlnx!Xhsp-Ar|ns;ao(oOkCtKj*37tbhx7*95_BrWGYq^Q$P@<`4RJ$)Xh?OEw?{H6VBIo-ZEaHs&G7e1nPH$m8-_K_lVAQv4%emTAv-I>FIPiDJWlN1Vte=K)G)-Pv^ao zNBf3rrIuQhI}qFCjC>h^Z0$TWPVEpTm@BwCYHugL9ZS>`;2>u3)4wDcWsF&pCSLl5 zAy!d}!MIG)7UhICe3*SS857NiSlJ9TO$`+Bjcs*RVf5!r(coR`n{SSo{C?`s%ZPqjY}WOQ zMy>%dCE;gL67kr_=YoH!3k_}%==vleCCG-iPh(D8sGXlZ_=t5JdHs| zZoU>8>)+x7ueM}zJDfgh`zc3Y~WH(?+W_CAR zXH%@C&cKIfxs&HofEcL}R|?$KN@aWdcAw{a94} zkoH#&rq=;*Mm9n%k3>oSL{k3z+2{YmrRmMk)k_fbtW3IN9j615rY3-R9OYUDRniy? z0sl}L7_pZ)&2O1?qGrHo;cCF`$p ziKnX%0d6}ETzYF_2h$hI`X4D)K;dnWfiMpqov4BcI|V$*5&+(r_W|Qm8ONzp38|Ez z6WqG^X{24x!xI3ykAvJZYTC`Knz|2%q@~~O@qw)03W&3r0C4`X+fbG=&HmKsiQvFa zxU~t;MS0Ord7swk019IQa#TDiv53sRpnJ=}W6N(U4!u~_T`mZuAYV@o4?$`OL4H@o&0`zLuLIAe`Y-AhU$}(t0Q$!slqy$v_xV4{ zTY$2j$y7wX0C-ZfwifhrR05nX?a2gA6rc;Am#zdmEdeBAXaB&8#?<0|;+o11mD=)i z^6&;W^TZb6@5hYaUHshNlb*S)R0Xkl7fAgBo`BP{hYC<~+il=#KQ3caPMnv4w?n+s zovX^#gps>|;B$rSm+rvaMLP7ASU?(k6*%=y@kGDf94NE=npL4+^IRr<9>71V7w3V3 zxkV5+KM#-~m7uV><_Q@fE)iTNP98iWtx*2$24|Z&Mi8AD)@%bRs12?@EaEAaFW!I{ zo0YHcRbUEG=cyfd`(Wu^fD?B>LAqg%r99{*)9|3EwXrhS>hhT;EP>~{7En_xMJb-X zk}hy~oakGmo755*0L9;F!{@wwD6V#DjD)2ki})DaNHZQunjUU{EX{k9#Fm80sB!uz zJI!*}n~Z19NX~L^ZRnz#T+aI-Ksa3O0kDX!pux3Todj;BS6;M4BS@-&!Diri47m10 z6yMF{U=AAWYP>+ztb`!&){9qVS# zI_o`<9aRB>ihhRUpSJLY&WxGOHHSJuf!y?T-NNXO+f~CKW$(QCA2P=?b%tyyb~O7% z#;|rb98U)UJf0PxG@0w;F_^!f0iUhLvy&Nulzu3+xwSa*2sNPsoVfOaklnLy0gxQ~ z=^o1as*+~OKrR&7S_hJdW!8FZX;LF zM*RK6NlDoK%sjcR8|%-MR)mVnGWG*9#;y)Y#gd-cfGZgx>ZMX%SAynw@OvXM=I*#p z`L|{)fN9wo*l-;|23~NY&$Rk)-en!^JbPRGP8~A{U%3lkjR-ceF$du*)M;4E z{60ZZ9;~eM59Mf^a?8Li+-7F{9ttRhDe!Xqf>Mgf5(K{R4&LD{Eq+ z&$-%vTvz56;JT_AaW+`~=eEoK*KOyD&C90LH_-j&-VvQRg8JHl*?~?Ti{S$6fD#v@4p>`?RuS7; z36wK$7Fi(Kx@ibAl-QM+f1#4hS+m>c#e*f^I^rKe+7fe+hPZSJcI!!S0%Edrer3?C z>O$s4?UHmSAARU?j(DJ=d21Jaq+sU_#eh-{G%JFQ${_Tk=xiW!x?57c4vP3H)l1p5 zcv2*sY1yf3D26zMn1(8)lVW3t>tITJ-Ey%$MAKuCPrCZ~1@1R0%=3)>u7A0&SpV$O*4tH}EVMn*466Hfu-Y{3*#98UxSpFN-;B1!jh z8a^UK+~^Lk^f*4_9+>`vjT%NAvyg$?FWMstdpq*`J*RCIs@h~9%;E)$n;)ff;g^|Y z^H1jBA7yx0?E2J=FBm3NCbO|CD@*BaMa+-a3(0X*T%LT-x`(p&aQU5luzT;-< zN-=f0o_>`Y#Yjh||8{Z0s*u$(5m&5}tGJWb4nP%?x2`hADb?d}!@uxw;KDm2nL|!Ki|yyyy@q-AIef0l*8un;nn^#F{pn0H7U!;38*;V9B?4& zG)Egq3!W62Sfa&4ja9#|JQTT-`o{A5QiJ=?Q_|n7bqlR`lkLpr563m>Gmh$J5Mqkq zNsha0wxeb8Mzn;_9*cFy*%WhwzmQlZRj3LiRMKMUTl{7_Hg*3u+mXW#b%-AfN8)R; z@#PW7$@yZaQf$((C*4=$VVsz9>9_ofMMPt9>~MXmC|my<0cjQM3I)czZU@>Uf(=f@LPsgb+TPF}mD(Yg9%j3%N9mSk_hxnbj->k5UfagE zpB0DL;y?>U82M@7Z_I`{=3dlHEk?WwL`jZ=kn9y}R$O^qr3RoiQX^v-nFe|5yJI9B zz0&Zy=_&8PP>z<(a+7j?v%+728v!`f&9WvpSQ=|VF1@`$oHu-r#P-*QQgQ*!>wJ98 zd?MLLjM6e>G8TOL-XQieF?__-6Q_x?T3R>@)5Uxwz{J%tT4uiyTzq|Fu-OP1Na{+? zOvq5EYP!JuS@aywaCI@9yK%EKL$>u2;5jHdbS^TIbT(MG#Kqn{2IjbQW%*~(Jruyt zY;hI0vB=1>tWKbX0dMFXlHAp7a8Zb|?DCQ~Gps^9!_$BrUGuMNsEM>Sw*^+%wwWk> zy%LO`>G&Pc*i4!9jbYN$@*1wyHZ|5@>5%?P!)2>mRX~h0YQrz1>H#qMV{?C{q-nCN z2d-v|oe5uBKp07@Ic%dZQ!(a49Ahg|*%suci`CNbkbwDi(jqD2sNhN<8zm(l;l_PF zGNm;qjrZ5900a9uI09c(dUzq+FarNO6w_a`WQ_bpT)Gv4UxNTF_%f6>VL+*0gfs+V z9nPGI2c>#A#juABo8+;v;pdph5u#m+36xCMxrMTyt`)R01s|+gUrP@SDAc~j<<@XS z#)Y@7O_d}Ndb~KM@}c9aowse+eTv`H0shA>#BDR8e{QcV<(p^mXG@aSTyFT~HoH*n zAT3F=Z{UbAX4&51%F}9**Ag$2t_jw+pxfS% zQX;@4x_2ZgErt5*v)r4}JK5YKn}Eo6 zqOw$6ABl>R4stk$oN&bdgzqV_NgxAXp)}%b93x@fN|Z^q?Sp-de|<-E3ka7{Sya@? zL3Ql6=zSD#S77R17=|NdW(uF^@Y%~t^3C%FhqfH5mh@=W_Bx8xSJ*pl6c76%#(YO?Xiho(ypLuVqRbURLk)lk*ELoSJdxmsi{m-@yzl6tsTIeZ5hAdr@Y4h!ouG9 zAA&;pH$mYkyU4$cdDTGI3#R2M3#3DBr4HJL`V-R^?3Wx3^Pq=h{`8x;zeLc`H%JX+ zRUB?%PJq0mA}6gc9RQ0 zss5boiWWFZRQ8}lp=fE1II5g!|BF{PnJyQn%^;ej?AujK z!f)xU^6D25r@TB;6FUM5#N(Umk-tpa`fR-Wj3YAt*=gb7PBV#b6rm%W9*^xK>N606 ze6&Os;OO_|PhONi1K;il8Hn-1aA+$fa`)xpeThj!;m@4_-5{BpYgAj3IJSVl7;k^H z(lGwR=A0`;??=~}yTsy)Z)5As-Y1PNHmLI|)K5tkM;bGhCw!B2BlTh^sR7C!wX42VcOAz7u(~It*J0*4(h^ySSkE1P!=kIrW-D z&>aGtm0!%0+<;c{m}AK;n1a&=@hR&c{$fjwbwn+XjTKiNC-Mb}qL6i**-gb;54!p0SU`_W3$jYkEwK-O+b`g6+2z^h=a7x9?PM|j=cUxpi&R9#Z zUTf`(Imncwbyk~Xtq(%E4nt$6adckk;1jnFYZ*f30@^W45sIV{OJU0@}Z2-t%0*(&JQ>Ygty1{(>;ht=0{vlG%$<2;XjEmIB@vNDao4DoV$-NVx|pt!pJ z4hKC5SZ87m!_)2#`ZNrLv|Oyj9Wiqz4Q&vvKJX>Ne6+-J?x4dQnVrZD*Eq-}sOuV9 z&%F)hveIxrePKW8PhFl*4@PeY|!yl;6r$Z=txV7F(;CwQXnQnhD*(S zBN+s4jfK;RR?brr2l7|nVEEo2NWy&mc#bY?W=qUwm|Hx2iMLR<*bF}A4FY|tfO@wd z;q8AX`OIavqi6lk#yc(*dloaSWL9-Cj4})sc*c{bgDfU7=PUtFkP*CSbZ%{+4APnD z`HZ3e@G#&eT3@vtHe4W(itO4$!_>-`0X}qJ~ z4ev3#9spuoN92@c817)DQ8G%UShxT30=SZU;jOlA_r2Bc2HzO^4Zy+qWZ}|FhJ9u} z-{W3u*`SNd|NcFq}KVdsCCv|-+Devx-f{?8)a`@a?`!fp>mK58j7-S80%%*EfBB}w20uM3Te z6a#>dMDMFtZng4UJJUQ5xo6cHI)_Pt$(OPG0g9XPxrMoV(bg=rB~K190NgRfj-4o; zFvH2T*h(VneC5VU6j6M@PA-iI(jj*KdfK_xL&s~{BVgu6x6%Zo89r+zJq?t*k}%*z zK%^iAeIh!`R?Z4~g^(I846ClDMb_S2Gx;C~oZUIEF*OS;i*eI@;SjTHdu zs>K^m1xA?rQO2r)GOZ%XTqSyaKV~1Ibfe~UJ4-bzdf?&SeQQ@rHi_HSz;s`(n*P2AC ziJ~!Sx6J4>V;Jju0nJ(co|I>jiWdq^qEx?#dpB@j*nQ7tBOxv+_g%Jvnmjh|gBQLk z_>`w$oYjM1`a3UCq~^LRpqPezIfbmuvpi%aYB*Te02Vbn%CV?VG5E0U=c7@TRRfXy z9c}g&1_Rny{o8bY;S%gE!d=#%96Hn_&*&Z7RbE7dRa3FqysKd-WB(M%t$kvgF8X&c z`xToiK=Q{`*DrZX_uoIWxu3b^&a)XlV)Hq(rTvM}2TF|K0t>`F$2HY6ALlGy-;mM$ zC%p2npM8qR0EF){KYCXGcIItf_`=^@I0OEjh4@X`05-qcTKZoI2Y}4qy?pj_o%zV^ z4*(xA5@{XqU*3k4)tT_@=Q^`8F>e6TP{ce$c;-s`ldg~eG{f@svnzaN@o(JoIlYiB X?Qf4;sY7!P{DI3nkj|5Q`tpAPupC3( literal 0 HcmV?d00001 diff --git a/man/roc.Rd b/man/roc.Rd index 306251c6..f4b08371 100644 --- a/man/roc.Rd +++ b/man/roc.Rd @@ -22,6 +22,8 @@ A results object containing: \tabular{llllll}{ \code{results$todo} \tab \tab \tab \tab \tab a html \cr \code{results$text} \tab \tab \tab \tab \tab a preformatted \cr +\code{results$plot} \tab \tab \tab \tab \tab an image \cr +\code{results$plot3} \tab \tab \tab \tab \tab a html \cr } } \description{ diff --git a/man/tableone.Rd b/man/tableone.Rd index 02da6e9b..e3109381 100644 --- a/man/tableone.Rd +++ b/man/tableone.Rd @@ -4,19 +4,26 @@ \alias{tableone} \title{Table One} \usage{ -tableone(data, vars) +tableone(data, vars, sty = "t1", excl = TRUE) } \arguments{ \item{data}{The data as a data frame.} \item{vars}{a string naming the variables from \code{data} that contains the values used for the Table One.} + +\item{sty}{.} + +\item{excl}{.} } \value{ A results object containing: \tabular{llllll}{ \code{results$todo} \tab \tab \tab \tab \tab a html \cr -\code{results$text1} \tab \tab \tab \tab \tab a preformatted \cr +\code{results$tablestyle1} \tab \tab \tab \tab \tab a preformatted \cr +\code{results$tablestyle2} \tab \tab \tab \tab \tab a html \cr +\code{results$tablestyle3} \tab \tab \tab \tab \tab a html \cr +\code{results$tablestyle4} \tab \tab \tab \tab \tab a preformatted \cr } } \description{ diff --git a/tododata/todo.Rmd b/tododata/todo.Rmd index 2844499c..681c4815 100644 --- a/tododata/todo.Rmd +++ b/tododata/todo.Rmd @@ -2140,18 +2140,18 @@ readyfunctions <- c( "^agreement", # "^competingsurvival", # "^correlation", - "^crosstable", - "^decision", + # "^crosstable", + # "^decision", # "^decisioncalculator", # "^icccoeff", - "^multisurvival", - "^oddsratio", + # "^multisurvival", + # "^oddsratio", # "^pairchi2", - "^reportcat", + # "^reportcat", # "^roc", - "^statsplot2", - "^summarydata", - "^survival", + # "^statsplot2", + # "^summarydata", + # "^survival", "^tableone" # "^tree", # "^utils-pipe" @@ -2293,3 +2293,77 @@ rmngb::pairwise.chisq.test(tab) + +formula <- jmvcore::constructFormula(terms = self$options$vars) +formula <- paste('~', formula) +formula <- as.formula(formula) +table1 <- arsenal::tableby(formula, self$data, +total = TRUE, +digits = 1, +digits.count = 1 +) +myarsenal <- summary(table1, text = "html") +myarsenal <- kableExtra::kable(myarsenal, format = "html", +digits = 1, +escape = TRUE) %>% +kableExtra::kable_styling(kable_input = ., +bootstrap_options = "striped", +full_width = F, +position = "left") + + +```{r} +library(dplyr) + +deneme <- readxl::read_xlsx(path = here::here("tododata", "histopathology-template2019-11-25.xlsx")) + + +varsName <- c("LVI", "PNI") + +tablelist <- list() + + for (i in 1:length(varsName)) { + + var <- varsName[i] + + + table <- deneme %>% + janitor::tabyl(dat = ., var) %>% + janitor::adorn_totals("row") %>% + janitor::adorn_pct_formatting(dat = .) + + tablelist[[i]] <- table + + } + +tablelist + +``` + + +```{r} +library(dplyr) + +deneme <- readxl::read_xlsx(path = here::here("tododata", "histopathology-template2019-11-25.xlsx")) + + +varsName <- c("LVI", "PNI") + +targetName <- "Outcome" + +data <- dplyr::select(deneme, c(varsName, targetName)) + +data <- jmvcore::naOmit(data) + + +explore::explain_tree(data = data, + target = PNI + ) + +iris %>% explore::explain_tree(target = Species) + +``` + + + + diff --git a/vignettes/module_development_jamovi.Rmd b/vignettes/module_development_jamovi.Rmd index 4101d5db..a439c339 100644 --- a/vignettes/module_development_jamovi.Rmd +++ b/vignettes/module_development_jamovi.Rmd @@ -98,6 +98,31 @@ No need to change. Auto-updated and overwritten. +### Warning, Error Messages + + + if (nrow(self$data) == 0) stop("Data contains no (complete) rows") + + + + +### Prepare Data For Analysis + + + varsName <- self$options$vars + + data <- jmvcore::select(self$data, c(varsName)) + + +### Remove NA containing cases (works on selected variables) + + data <- jmvcore::naOmit(data) + + + + + + jmvcore::toNumeric() https://dev.jamovi.org/tuts0202-handling-data.html @@ -111,6 +136,12 @@ jamovi/corrmatrix.r.yaml:143 +### Prepare Data to Send to Plot Function + + + + + # jamovi @@ -226,6 +257,19 @@ devtools::install(upgrade = FALSE, quick = TRUE) # General +## Code Search in GitHub + + +https://github.com/search/advanced?q=select+repo%3Ajamovi%2Fjmv+filename%3A.b.R+language%3AR&type=Code + + +https://github.com/search?l=&q=select+repo%3Ajamovi%2Fjmv+filename%3A.b.R+language%3AR&type=Code + +``` +select repo:jamovi/jmv filename:.b.R language:R +``` + + ## YAML