From 95fbf1505853ae301bd377edb693512da3b0e67f Mon Sep 17 00:00:00 2001 From: Giulio Benedetti Date: Tue, 18 Mar 2025 22:08:27 +0200 Subject: [PATCH 1/4] Fix RDA example and initialise PrevalencePlot --- DESCRIPTION | 2 +- NAMESPACE | 5 + R/AllClasses.R | 6 + R/class-AbundanceDensityPlot.R | 12 +- R/class-AbundancePlot.R | 4 +- R/class-PrevalencePlot.R | 315 +++++++++++++++++++++++++++++++++ R/class-RDAPlot.R | 10 +- man/PrevalencePlot.Rd | 68 +++++++ man/RDAPlot.Rd | 2 +- pkgdown/_pkgdown.yml | 2 +- 10 files changed, 409 insertions(+), 17 deletions(-) create mode 100644 R/class-PrevalencePlot.R create mode 100644 man/PrevalencePlot.Rd diff --git a/DESCRIPTION b/DESCRIPTION index e7110af..a829041 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,5 +1,5 @@ Package: iSEEtree -Version: 1.1.3 +Version: 1.1.4 Authors@R: c(person(given = "Giulio", family = "Benedetti", role = c("aut", "cre"), email = "giulio.benedetti@utu.fi", diff --git a/NAMESPACE b/NAMESPACE index e4f6544..cfb9d0c 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -7,6 +7,7 @@ export(AbundancePlot) export(ColumnGraphPlot) export(ColumnTreePlot) export(LoadingPlot) +export(PrevalencePlot) export(RDAPlot) export(RowGraphPlot) export(RowTreePlot) @@ -18,6 +19,7 @@ exportClasses(ColumnGraphPlot) exportClasses(ColumnTreePlot) exportClasses(GraphPlot) exportClasses(LoadingPlot) +exportClasses(PrevalencePlot) exportClasses(RDAPlot) exportClasses(RowGraphPlot) exportClasses(RowTreePlot) @@ -58,9 +60,12 @@ importFrom(methods,is) importFrom(methods,new) importFrom(methods,slot) importFrom(mia,taxonomyRanks) +importFrom(miaViz,plotAbundance) +importFrom(miaViz,plotAbundanceDensity) importFrom(miaViz,plotColGraph) importFrom(miaViz,plotColTree) importFrom(miaViz,plotLoadings) +importFrom(miaViz,plotPrevalence) importFrom(miaViz,plotRowGraph) importFrom(miaViz,plotRowTree) importFrom(miaViz,plotScree) diff --git a/R/AllClasses.R b/R/AllClasses.R index 2714937..def53ed 100644 --- a/R/AllClasses.R +++ b/R/AllClasses.R @@ -78,3 +78,9 @@ setClass("AbundanceDensityPlot", contains="Panel", slots=c(layout="character", order_descending="logical", dots_shape="character", dots_shape_by="character")) +#' @rdname PrevalencePlot +#' @export +setClass("PrevalencePlot", contains="Panel", slots=c(detection="numeric", + prevalence="numeric", assay.type="character", rank="character", + include.lowest="logical")) + diff --git a/R/class-AbundanceDensityPlot.R b/R/class-AbundanceDensityPlot.R index 3582ba5..74289a8 100644 --- a/R/class-AbundanceDensityPlot.R +++ b/R/class-AbundanceDensityPlot.R @@ -92,10 +92,10 @@ setMethod(".defineDataInterface", "AbundanceDensityPlot", panel_name <- .getEncodedName(x) - list(.selectInput.iSEE(x, field="assay.type", label="Assay type", + list(.selectInput.iSEE(x, field="assay.type", label="Assay type:", choices=assayNames(se), selected=slot(x, "assay.type")), # Number of taxa - .numericInput.iSEE(x, field="n", label="Number of taxa", + .numericInput.iSEE(x, field="n", label="Number of taxa:", value=slot(x, "n"), min=1, max=nrow(se), step=1), .checkboxInput.iSEE(x, field="flipped", label="Switch axes", @@ -130,9 +130,9 @@ setMethod(".createObservers", "AbundanceDensityPlot", callNextMethod() panel_name <- .getEncodedName(x) - .createProtectedParameterObservers(panel_name, - c("layout", "assay.type", "n", "add_legend", "flipped", "order_descending"), - input=input, pObjects=pObjects, rObjects=rObjects) + .createProtectedParameterObservers(panel_name, c("layout", "assay.type", + "n", "add_legend", "flipped", "order_descending"), input=input, + pObjects=pObjects, rObjects=rObjects) .createUnprotectedParameterObservers(panel_name, c("dots_colour", "dots_colour_by", "dots_shape", "dots_shape_by"), @@ -154,7 +154,7 @@ setMethod(".defineOutput", "AbundanceDensityPlot", function(x) { color=.panelColor(x)) }) -#' @importFrom miaViz plotRowTree +#' @importFrom miaViz plotAbundanceDensity setMethod(".generateOutput", "AbundanceDensityPlot", function(x, se, all_memory, all_contents) { diff --git a/R/class-AbundancePlot.R b/R/class-AbundancePlot.R index 6cec5c6..40aeb47 100644 --- a/R/class-AbundancePlot.R +++ b/R/class-AbundancePlot.R @@ -134,7 +134,7 @@ setMethod(".defineOutput", "AbundancePlot", function(x) { height = paste0(slot(x, "PanelHeight"), "px")), color=.panelColor(x)) }) -#' @importFrom miaViz plotRowTree +#' @importFrom miaViz plotAbundance setMethod(".generateOutput", "AbundancePlot", function(x, se, all_memory, all_contents) { @@ -290,7 +290,7 @@ setMethod(".definePanelTour", "AbundancePlot", function(x) { collapseBox(paste0(panel_name, "_Visual"), title="Visual parameters", open=FALSE, # Rank - .selectInput.iSEE(x, field="rank", label="Rank", + .selectInput.iSEE(x, field="rank", label="Rank:", choices=taxonomyRanks(se), selected=slot(x, "rank")), # Colour legend .checkboxInput.iSEE(x, field="add_legend", label="View legend", diff --git a/R/class-PrevalencePlot.R b/R/class-PrevalencePlot.R new file mode 100644 index 0000000..adac386 --- /dev/null +++ b/R/class-PrevalencePlot.R @@ -0,0 +1,315 @@ +#' Prevalence plot +#' +#' Prevalence plot of all or agglomerated features in a +#' \code{\link[SummarizedExperiment:SummarizedExperiment-constructor]{SummarizedExperiment}} +#' object. The panel implements \code{\link[miaViz:plotAbundance]{plotPrevalence}} +#' to generate the plot. +#' +#' @section Slot overview: +#' The following slots control the thresholds used in the visualization: +#' \itemize{ +#' \item \code{detection} \code{Numeric scalar}. Detection threshold between 0 +#' and 1 for absence/presence. (Defualt: \code{0}) +#' +#' \item \code{prevalence} \code{Numeric scalar}. Prevalence threshold between 0 +#' and 1. The required prevalence is strictly greater by default. To +#' include the limit, set \code{include.lowest} to \code{TRUE}. (Default: +#' \code{0}) +#' +#' \item \code{assay.type} \code{Character scalar}. The name of the assay to +#' show. (Default: \code{"relabundance"}) +#' +#' \item \code{rank} \code{Character scalar}. The taxonomic rank to visualise. +#' (Default: \code{NULL}) +#' +#' \item \code{include.lowest} \code{Logical scalar}. Should features with +#' prevalence equal to \code{prevalence} be included. (Default: \code{FALSE}) +#' } +#' +#' In addition, this class inherits all slots from its parent class +#' \code{\link[iSEE:Panel-class]{Panel}}. +#' +#' @return +#' The \code{PrevalencePlot(...)} constructor creates an instance of an +#' PrevalencePlot class, where any slot and its value can be passed to +#' \code{...} as a named argument. +#' +#' @author Giulio Benedetti +#' @examples +#' # Import TreeSE +#' library(mia) +#' data("Tengeler2020", package = "mia") +#' tse <- Tengeler2020 +#' +#' tse <- transformAssay(tse, +#' assay.type = "counts", +#' method = "relabundance") +#' +#' # Store panel into object +#' panel <- PrevalencePlot() +#' # View some adjustable parameters +#' head(slotNames(panel)) +#' +#' # Launch iSEE with custom initial panel +#' if (interactive()) { +#' iSEE(tse, initial = c(panel)) +#' } +#' +#' @docType methods +#' @name PrevalencePlot +NULL + +#' @importFrom S4Vectors setValidity2 +setValidity2("PrevalencePlot", function(x) { + + msg <- character(0) + msg <- .singleStringError(msg, x, fields=c("assay.type", "rank")) + msg <- .validLogicalError(msg, x, fields="include.lowest") + msg <- .validNumberError(msg, x, "detection", lower=0, upper=1) + msg <- .validNumberError(msg, x, "prevalence", lower=0, upper=1) + + if( length(msg) ){ + return(msg) + } + TRUE +}) + +#' @importFrom methods callNextMethod +setMethod("initialize", "PrevalencePlot", function(.Object, ...) { + args <- list(...) + args <- .emptyDefault(args, "detection", 0) + args <- .emptyDefault(args, "prevalence", 0) + args <- .emptyDefault(args, "include.lowest", FALSE) + args <- .emptyDefault(args, "assay.type", "relabundance") + args <- .emptyDefault(args, "rank", NA_character_) + + do.call(callNextMethod, c(list(.Object), args)) +}) + +#' @export +#' @importFrom methods new +PrevalencePlot <- function(...) { + new("PrevalencePlot", ...) +} + +#' @importFrom methods slot +#' @importFrom SummarizedExperiment assayNames +#' @importFrom mia taxonomyRanks +setMethod(".defineDataInterface", "PrevalencePlot", function(x, se, select_info) { + panel_name <- .getEncodedName(x) + + list(.selectInput.iSEE(x, field="assay.type", label="Assay type:", + choices=assayNames(se), selected=slot(x, "assay.type")), + .numericInput.iSEE(x, field="prevalence", label="Prevalence threshold:", + value=slot(x, "prevalence"), min=0, max=1, step=0.01), + .checkboxInput.iSEE(x, field="include.lowest", label="Include lowest", + value=slot(x, "include.lowest")), + .numericInput.iSEE(x, field="detection", label="Detection threshold:", + value=slot(x, "detection"), min=0, max=1, step=0.01), + .selectInput.iSEE(x, field="rank", label="Rank", + choices=taxonomyRanks(se), selected=slot(x, "rank"))) +}) + +#' @importFrom methods callNextMethod +setMethod(".defineInterface", "PrevalencePlot", function(x, se, select_info) { + out <- callNextMethod() + #list(out[1], .create_visual_box_for_prev_plot(x, se), out[-1]) +}) + +setMethod(".createObservers", "PrevalencePlot", + function(x, se, input, session, pObjects, rObjects) { + + callNextMethod() + panel_name <- .getEncodedName(x) + + .createProtectedParameterObservers(panel_name, c("assay.type", "prevalence", + "detection", "include.lowest"), input=input, pObjects=pObjects, + rObjects=rObjects) + + # .createUnprotectedParameterObservers(panel_name, c(), + # input=input, pObjects=pObjects, rObjects=rObjects) + + invisible(NULL) +}) + +setMethod(".fullName", "PrevalencePlot", function(x) "Prevalence plot") +setMethod(".panelColor", "PrevalencePlot", function(x) "grey") + +#' @importFrom shiny plotOutput +#' @importFrom shinyWidgets addSpinner +setMethod(".defineOutput", "PrevalencePlot", function(x) { + panel_name <- .getEncodedName(x) + + addSpinner(plotOutput(panel_name, + height = paste0(slot(x, "PanelHeight"), "px")), color=.panelColor(x)) +}) + +#' @importFrom miaViz plotPrevalence +setMethod(".generateOutput", "PrevalencePlot", + function(x, se, all_memory, all_contents) { + + panel_env <- new.env() + all_cmds <- list() + args <- character(0) + + all_cmds[["select"]] <- .processMultiSelections( + x, all_memory, all_contents, panel_env + ) + + if( exists("col_selected", envir=panel_env, inherits=FALSE) ){ + panel_env[["se"]] <- se[ , unlist(panel_env[["col_selected"]])] + } else { + panel_env[["se"]] <- se + } + + args[["assay.type"]] <- deparse(slot(x, "assay.type")) + args[["rank"]] <- deparse(slot(x, "rank")) + args[["prevalence"]] <- deparse(slot(x, "prevalence")) + args[["detection"]] <- deparse(slot(x, "detection")) + args[["include.lowest"]] <- deparse(slot(x, "include.lowest")) + + args <- sprintf("%s=%s", names(args), args) + args <- paste(args, collapse=", ") + fun_call <- sprintf("p <- miaViz::plotPrevalence(se, %s)", args) + + fun_cmd <- paste(strwrap(fun_call, width = 80, exdent = 4), collapse = "\n") + plot_out <- .textEval(fun_cmd, panel_env) + all_cmds[["fun"]] <- fun_cmd + + list(commands=all_cmds, plot=plot_out, varname=NULL, contents=NULL) +}) + +#' @importFrom shiny renderPlot +#' @importFrom methods callNextMethod +setMethod(".renderOutput", "PrevalencePlot", + function(x, se, output, pObjects, rObjects) { + + panel_name <- .getEncodedName(x) + force(se) # defensive programming to avoid bugs due to delayed evaluation + + output[[panel_name]] <- renderPlot({ + .retrieveOutput(panel_name, se, pObjects, rObjects) + }) + + callNextMethod() +}) + +#' @importFrom grDevices pdf dev.off +setMethod(".exportOutput", "PrevalencePlot", + function(x, se, all_memory, all_contents) { + + contents <- .generateOutput(x, se, all_memory=all_memory, + all_contents=all_contents) + + newpath <- paste0(.getEncodedName(x), ".pdf") + + pdf(newpath, width=slot(x, "PanelHeight") / 75, + height=slot(x, "PanelWidth") * 2) + + print(contents$plot) + dev.off() + + newpath +}) + +#' @importFrom methods callNextMethod +setMethod(".hideInterface", "PrevalencePlot", function(x, field) { + if( field %in% c("SelectionHistory", "RowSelectionRestrict", + "RowSelectionDynamicSource", "RowSelectionSource") ){ + TRUE + } else { + callNextMethod() + } +}) + +setMethod(".multiSelectionResponsive", "PrevalencePlot", + function(x, dim = character(0)) { + + if( "column" %in% dim ){ + return(TRUE) + } + return(FALSE) +}) + +#' @importFrom methods callNextMethod +setMethod(".definePanelTour", "PrevalencePlot", function(x) { + rbind(c(paste0("#", .getEncodedName(x)), sprintf( + "The Prevalence Plot panel + contains a representation of the relative abundance + for each taxonomic rank. Each column corresponds to + a sample of the SummarizedExperiment + object.", .getPanelColor(x))), + .addTourStep(x, "DataBoxOpen", "The Data parameters box shows the + available parameters that can be tweaked to control the data on + the plot.

Action: click on this + box to open up available options."), + .addTourStep(x, "Visual", "The Visual parameters box shows + the available visual parameters that can be tweaked in this + plot.

Action: click on this box to + open up available options."), + callNextMethod()) +}) + +#' @importFrom methods slot +#' @importFrom mia taxonomyRanks +#' @importFrom SummarizedExperiment rowData +.create_visual_box_for_prev_plot <- function(x, se) { + + panel_name <- .getEncodedName(x) + + .addSpecificTour(class(x)[1], "rank", function(panel_name) { + data.frame(rbind(c(element = paste0("#", panel_name, + "_rank + .selectize-control"), intro = "Here, we can select the + taxonomic rank.")))}) + .addSpecificTour(class(x)[1], "add_legend", function(panel_name) { + data.frame(rbind(c(element = paste0("#", panel_name, + "_add_legend"), intro = "Here, we can choose + whether or not to show a legend.")))}) + .addSpecificTour(class(x)[1], "use_relative", function(panel_name) { + data.frame(rbind(c(element = paste0("#", panel_name, + "_use_relative"), intro = "Here, we can choose + whether to use relative or absolute values.")))}) + .addSpecificTour(class(x)[1], "order_sample", function(panel_name) { + data.frame(rbind(c(element = paste0("#", panel_name, + "_order_sample"), intro = "Here, we can choose + how to order the abundance plot by.")))}) + .addSpecificTour(class(x)[1], "decreasing", function(panel_name) { + data.frame(rbind(c(element = paste0("#", panel_name, + "_decreasing"), intro = "Here, we can choose + whether or not to plot by decreasing order.")))}) + .addSpecificTour(class(x)[1], "order_sample_by_row", function(panel_name) { + data.frame(rbind(c(element = paste0("#", panel_name, + "_order_sample_by_row + .selectize-control"), intro = "Here, we can + choose a variable from the rowData to order the plot by. + It has to be part of the rank selected in the Visual Parameters.")))}) + .addSpecificTour(class(x)[1], "order_sample_by_column", function(panel_name) { + data.frame(rbind(c(element = paste0("#", panel_name, + "_order_sample_by_column + .selectize-control"), intro = "Here, we can + choose a variable from the colData to order the plot by.")))}) + + # Define what parameters the user can adjust + collapseBox(paste0(panel_name, "_Visual"), + title="Visual parameters", open=FALSE, + # Rank + .selectInput.iSEE(x, field="rank", label="Rank", + choices=taxonomyRanks(se), selected=slot(x, "rank")), + # Colour legend + .checkboxInput.iSEE(x, field="add_legend", label="View legend", + value=slot(x, "add_legend"))) + +} + +#' @importFrom SummarizedExperiment rowData +#' @importFrom mia taxonomyRanks +#' @importFrom utils stack +.list_taxa <- function(se){ + + row_data <- as.data.frame(rowData(se)[ , taxonomyRanks(se)]) + names(row_data) <- taxonomyRanks(se) + + tax_opts <- unique(stack(row_data)) + tax_opts <- tax_opts[tax_opts$values != "" & !is.na(tax_opts$ind), ] + tax_list <- lapply(split(tax_opts$values, tax_opts$ind), sort) + + return(tax_list) +} diff --git a/R/class-RDAPlot.R b/R/class-RDAPlot.R index 1853cdf..2698a2d 100644 --- a/R/class-RDAPlot.R +++ b/R/class-RDAPlot.R @@ -45,7 +45,7 @@ #' tse <- enterotype #' #' # Run RDA and store results into TreeSE -#' tse <- runRDA(tse, +#' tse <- addRDA(tse, assay.type = "counts", #' formula = assay ~ ClinicalStatus + Gender + Age, #' FUN = vegan::vegdist, #' distance = "bray", @@ -69,10 +69,10 @@ NULL setValidity2("RDAPlot", function(x) { msg <- character(0) - msg <- .singleStringError(msg, x, fields=c("dimred", "colour_by", "vec.colour", - "label.colour")) + msg <- .singleStringError(msg, x, fields=c("dimred", "colour_by", + "vec.colour", "label.colour")) msg <- .validLogicalError(msg, x, fields=c("vec.text", "add.vectors", - "add.significance", "add.expl.var")) + "add.significance", "add.expl.var")) msg <- .validNumberError(msg, x, "ellipse.alpha", lower=0, upper=1) msg <- .validNumberError(msg, x, "confidence.level", lower=0, upper=1) msg <- .validNumberError(msg, x, "ellipse.linewidth", lower=0, upper=1) @@ -82,11 +82,9 @@ setValidity2("RDAPlot", function(x) { msg <- .validNumberError(msg, x, "arrow.size", lower=0, upper=1) msg <- .validNumberError(msg, x, "label.size", lower=0, upper=10) - if( length(msg) ){ return(msg) } - TRUE }) diff --git a/man/PrevalencePlot.Rd b/man/PrevalencePlot.Rd new file mode 100644 index 0000000..dfc3d04 --- /dev/null +++ b/man/PrevalencePlot.Rd @@ -0,0 +1,68 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/AllClasses.R, R/class-PrevalencePlot.R +\docType{class} +\name{PrevalencePlot-class} +\alias{PrevalencePlot-class} +\alias{PrevalencePlot} +\title{Prevalence plot} +\value{ +The \code{PrevalencePlot(...)} constructor creates an instance of an +PrevalencePlot class, where any slot and its value can be passed to +\code{...} as a named argument. +} +\description{ +Prevalence plot of all or agglomerated features in a +\code{\link[SummarizedExperiment:SummarizedExperiment-constructor]{SummarizedExperiment}} +object. The panel implements \code{\link[miaViz:plotAbundance]{plotPrevalence}} +to generate the plot. +} +\section{Slot overview}{ + +The following slots control the thresholds used in the visualization: +\itemize{ +\item \code{detection} \code{Numeric scalar}. Detection threshold between 0 +and 1 for absence/presence. (Defualt: \code{0}) + +\item \code{prevalence} \code{Numeric scalar}. Prevalence threshold between 0 +and 1. The required prevalence is strictly greater by default. To +include the limit, set \code{include.lowest} to \code{TRUE}. (Default: +\code{0}) + +\item \code{assay.type} \code{Character scalar}. The name of the assay to +show. (Default: \code{"relabundance"}) + +\item \code{rank} \code{Character scalar}. The taxonomic rank to visualise. +(Default: \code{NULL}) + +\item \code{include.lowest} \code{Logical scalar}. Should features with +prevalence equal to \code{prevalence} be included. (Default: \code{FALSE}) +} + +In addition, this class inherits all slots from its parent class +\code{\link[iSEE:Panel-class]{Panel}}. +} + +\examples{ +# Import TreeSE +library(mia) +data("Tengeler2020", package = "mia") +tse <- Tengeler2020 + +tse <- transformAssay(tse, + assay.type = "counts", + method = "relabundance") + +# Store panel into object +panel <- PrevalencePlot() +# View some adjustable parameters +head(slotNames(panel)) + +# Launch iSEE with custom initial panel +if (interactive()) { + iSEE(tse, initial = c(panel)) +} + +} +\author{ +Giulio Benedetti +} diff --git a/man/RDAPlot.Rd b/man/RDAPlot.Rd index daf9dbb..4265e6d 100644 --- a/man/RDAPlot.Rd +++ b/man/RDAPlot.Rd @@ -52,7 +52,7 @@ data("enterotype", package = "mia") tse <- enterotype # Run RDA and store results into TreeSE -tse <- runRDA(tse, +tse <- addRDA(tse, assay.type = "counts", formula = assay ~ ClinicalStatus + Gender + Age, FUN = vegan::vegdist, distance = "bray", diff --git a/pkgdown/_pkgdown.yml b/pkgdown/_pkgdown.yml index b29625b..e160bad 100644 --- a/pkgdown/_pkgdown.yml +++ b/pkgdown/_pkgdown.yml @@ -5,7 +5,7 @@ reference: - contents: - AbundancePlot - AbundanceDensityPlot - # - PrevalencePlot + - PrevalencePlot - subtitle: Ordination analysis - contents: - RDAPlot From edf33b27bc62e703fb27ac7fb00fbc532c157a2f Mon Sep 17 00:00:00 2001 From: Giulio Benedetti Date: Wed, 19 Mar 2025 10:57:06 +0200 Subject: [PATCH 2/4] Finalise PrevalencePlot --- DESCRIPTION | 10 +-- NEWS | 1 + R/AllClasses.R | 2 +- R/class-PrevalencePlot.R | 107 +++++++---------------- README.md | 40 +++------ man/PrevalencePlot.Rd | 3 + vignettes/panels.Rmd | 16 +++- vignettes/screenshots/PrevalencePlot.png | Bin 0 -> 292754 bytes 8 files changed, 69 insertions(+), 110 deletions(-) create mode 100644 vignettes/screenshots/PrevalencePlot.png diff --git a/DESCRIPTION b/DESCRIPTION index a829041..5e9792d 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -12,12 +12,10 @@ Authors@R: comment = c(ORCID = "0000-0001-5537-637X"))) Title: Interactive visualisation for microbiome data Description: - iSEEtree is an extension of iSEE for the TreeSummarizedExperiment. - It leverages the functionality from the miaViz package for microbiome data - visualisation to create panels that are specific for - TreeSummarizedExperiment objects. Not surprisingly, it also depends on the - generic panels from iSEE. -biocViews: Microbiome, Software, Visualization, GUI, ShinyApps, DataImport + iSEEtree is an extension of iSEE for the TreeSummarizedExperiment data + container. It provides interactive panel designs to explore hierarchical + datasets, such as the microbiome and cell lines. +biocViews: Software, Visualization, Microbiome, GUI, ShinyApps, DataImport License: Artistic-2.0 Encoding: UTF-8 Depends: diff --git a/NEWS b/NEWS index 786c777..f728796 100644 --- a/NEWS +++ b/NEWS @@ -17,3 +17,4 @@ Changes in version 1.1.X * Added typical tree operations * Created GraphPlot family * Added ScreePlot panel +* Added PrevalencePlot panel \ No newline at end of file diff --git a/R/AllClasses.R b/R/AllClasses.R index def53ed..f7eac8b 100644 --- a/R/AllClasses.R +++ b/R/AllClasses.R @@ -82,5 +82,5 @@ setClass("AbundanceDensityPlot", contains="Panel", slots=c(layout="character", #' @export setClass("PrevalencePlot", contains="Panel", slots=c(detection="numeric", prevalence="numeric", assay.type="character", rank="character", - include.lowest="logical")) + include.lowest="logical", show.rank="logical")) diff --git a/R/class-PrevalencePlot.R b/R/class-PrevalencePlot.R index adac386..9b83eef 100644 --- a/R/class-PrevalencePlot.R +++ b/R/class-PrevalencePlot.R @@ -21,6 +21,9 @@ #' #' \item \code{rank} \code{Character scalar}. The taxonomic rank to visualise. #' (Default: \code{NULL}) +#' +#' \item \code{show.rank} \code{Logical scalar}. Should options for the +#' taxonomic rank appear. (Default: \code{FALSE}) #' #' \item \code{include.lowest} \code{Logical scalar}. Should features with #' prevalence equal to \code{prevalence} be included. (Default: \code{FALSE}) @@ -64,7 +67,7 @@ setValidity2("PrevalencePlot", function(x) { msg <- character(0) msg <- .singleStringError(msg, x, fields=c("assay.type", "rank")) - msg <- .validLogicalError(msg, x, fields="include.lowest") + msg <- .validLogicalError(msg, x, fields=c("include.lowest", "show.rank")) msg <- .validNumberError(msg, x, "detection", lower=0, upper=1) msg <- .validNumberError(msg, x, "prevalence", lower=0, upper=1) @@ -82,6 +85,7 @@ setMethod("initialize", "PrevalencePlot", function(.Object, ...) { args <- .emptyDefault(args, "include.lowest", FALSE) args <- .emptyDefault(args, "assay.type", "relabundance") args <- .emptyDefault(args, "rank", NA_character_) + args <- .emptyDefault(args, "show.rank", FALSE) do.call(callNextMethod, c(list(.Object), args)) }) @@ -100,20 +104,23 @@ setMethod(".defineDataInterface", "PrevalencePlot", function(x, se, select_info) list(.selectInput.iSEE(x, field="assay.type", label="Assay type:", choices=assayNames(se), selected=slot(x, "assay.type")), - .numericInput.iSEE(x, field="prevalence", label="Prevalence threshold:", - value=slot(x, "prevalence"), min=0, max=1, step=0.01), + .sliderInput.iSEE(x, field="prevalence", label="Prevalence threshold:", + min=0, max=1, step=0.01, value=slot(x, "prevalence")), .checkboxInput.iSEE(x, field="include.lowest", label="Include lowest", value=slot(x, "include.lowest")), - .numericInput.iSEE(x, field="detection", label="Detection threshold:", - value=slot(x, "detection"), min=0, max=1, step=0.01), - .selectInput.iSEE(x, field="rank", label="Rank", - choices=taxonomyRanks(se), selected=slot(x, "rank"))) + .sliderInput.iSEE(x, field="detection", label="Detection threshold:", + min=0, max=1, step=0.01, value=slot(x, "detection")), + .checkboxInput.iSEE(x, field="show.rank", label="Show rank:", + value=slot(x, "show.rank")), + .conditionalOnCheckSolo(paste0(panel_name, "_show.rank"), TRUE, + .selectInput.iSEE(x, field="rank", label="Rank", + choices=taxonomyRanks(se), selected=slot(x, "rank")))) }) #' @importFrom methods callNextMethod setMethod(".defineInterface", "PrevalencePlot", function(x, se, select_info) { out <- callNextMethod() - #list(out[1], .create_visual_box_for_prev_plot(x, se), out[-1]) + list(out[1], .create_visual_box_for_prev_plot(x, se), out[-1]) }) setMethod(".createObservers", "PrevalencePlot", @@ -123,11 +130,11 @@ setMethod(".createObservers", "PrevalencePlot", panel_name <- .getEncodedName(x) .createProtectedParameterObservers(panel_name, c("assay.type", "prevalence", - "detection", "include.lowest"), input=input, pObjects=pObjects, + "detection", "include.lowest", "rank"), input=input, pObjects=pObjects, rObjects=rObjects) - # .createUnprotectedParameterObservers(panel_name, c(), - # input=input, pObjects=pObjects, rObjects=rObjects) + .createUnprotectedParameterObservers(panel_name, c("show.rank"), + input=input, pObjects=pObjects, rObjects=rObjects) invisible(NULL) }) @@ -156,18 +163,21 @@ setMethod(".generateOutput", "PrevalencePlot", x, all_memory, all_contents, panel_env ) - if( exists("col_selected", envir=panel_env, inherits=FALSE) ){ - panel_env[["se"]] <- se[ , unlist(panel_env[["col_selected"]])] + if( exists("row_selected", envir=panel_env, inherits=FALSE) ){ + panel_env[["se"]] <- se[ , unlist(panel_env[["row_selected"]])] } else { panel_env[["se"]] <- se } args[["assay.type"]] <- deparse(slot(x, "assay.type")) - args[["rank"]] <- deparse(slot(x, "rank")) - args[["prevalence"]] <- deparse(slot(x, "prevalence")) - args[["detection"]] <- deparse(slot(x, "detection")) + args[["prevalence"]] <- deparse(seq(slot(x, "prevalence"), 1, by = 0.1)) + args[["detection"]] <- deparse(seq(slot(x, "detection"), 1, by = 0.1)) args[["include.lowest"]] <- deparse(slot(x, "include.lowest")) + if( slot(x, "show.rank") ){ + args[["rank"]] <- deparse(slot(x, "rank")) + } + args <- sprintf("%s=%s", names(args), args) args <- paste(args, collapse=", ") fun_call <- sprintf("p <- miaViz::plotPrevalence(se, %s)", args) @@ -214,8 +224,8 @@ setMethod(".exportOutput", "PrevalencePlot", #' @importFrom methods callNextMethod setMethod(".hideInterface", "PrevalencePlot", function(x, field) { - if( field %in% c("SelectionHistory", "RowSelectionRestrict", - "RowSelectionDynamicSource", "RowSelectionSource") ){ + if( field %in% c("SelectionHistory", "ColumnSelectionRestrict", + "ColumnSelectionDynamicSource", "ColumnSelectionSource") ){ TRUE } else { callNextMethod() @@ -225,7 +235,7 @@ setMethod(".hideInterface", "PrevalencePlot", function(x, field) { setMethod(".multiSelectionResponsive", "PrevalencePlot", function(x, dim = character(0)) { - if( "column" %in% dim ){ + if( "row" %in% dim ){ return(TRUE) } return(FALSE) @@ -254,62 +264,9 @@ setMethod(".definePanelTour", "PrevalencePlot", function(x) { #' @importFrom mia taxonomyRanks #' @importFrom SummarizedExperiment rowData .create_visual_box_for_prev_plot <- function(x, se) { - panel_name <- .getEncodedName(x) - - .addSpecificTour(class(x)[1], "rank", function(panel_name) { - data.frame(rbind(c(element = paste0("#", panel_name, - "_rank + .selectize-control"), intro = "Here, we can select the - taxonomic rank.")))}) - .addSpecificTour(class(x)[1], "add_legend", function(panel_name) { - data.frame(rbind(c(element = paste0("#", panel_name, - "_add_legend"), intro = "Here, we can choose - whether or not to show a legend.")))}) - .addSpecificTour(class(x)[1], "use_relative", function(panel_name) { - data.frame(rbind(c(element = paste0("#", panel_name, - "_use_relative"), intro = "Here, we can choose - whether to use relative or absolute values.")))}) - .addSpecificTour(class(x)[1], "order_sample", function(panel_name) { - data.frame(rbind(c(element = paste0("#", panel_name, - "_order_sample"), intro = "Here, we can choose - how to order the abundance plot by.")))}) - .addSpecificTour(class(x)[1], "decreasing", function(panel_name) { - data.frame(rbind(c(element = paste0("#", panel_name, - "_decreasing"), intro = "Here, we can choose - whether or not to plot by decreasing order.")))}) - .addSpecificTour(class(x)[1], "order_sample_by_row", function(panel_name) { - data.frame(rbind(c(element = paste0("#", panel_name, - "_order_sample_by_row + .selectize-control"), intro = "Here, we can - choose a variable from the rowData to order the plot by. - It has to be part of the rank selected in the Visual Parameters.")))}) - .addSpecificTour(class(x)[1], "order_sample_by_column", function(panel_name) { - data.frame(rbind(c(element = paste0("#", panel_name, - "_order_sample_by_column + .selectize-control"), intro = "Here, we can - choose a variable from the colData to order the plot by.")))}) - + # Define what parameters the user can adjust collapseBox(paste0(panel_name, "_Visual"), - title="Visual parameters", open=FALSE, - # Rank - .selectInput.iSEE(x, field="rank", label="Rank", - choices=taxonomyRanks(se), selected=slot(x, "rank")), - # Colour legend - .checkboxInput.iSEE(x, field="add_legend", label="View legend", - value=slot(x, "add_legend"))) - -} - -#' @importFrom SummarizedExperiment rowData -#' @importFrom mia taxonomyRanks -#' @importFrom utils stack -.list_taxa <- function(se){ - - row_data <- as.data.frame(rowData(se)[ , taxonomyRanks(se)]) - names(row_data) <- taxonomyRanks(se) - - tax_opts <- unique(stack(row_data)) - tax_opts <- tax_opts[tax_opts$values != "" & !is.na(tax_opts$ind), ] - tax_list <- lapply(split(tax_opts$values, tax_opts$ind), sort) - - return(tax_list) -} + title="Visual parameters", open=FALSE) +} \ No newline at end of file diff --git a/README.md b/README.md index 6a4c3df..3b46a15 100644 --- a/README.md +++ b/README.md @@ -6,11 +6,12 @@ [![codecov](https://codecov.io/gh/microbiome/iSEEtree/branch/devel/graph/badge.svg)](https://app.codecov.io/gh/microbiome/iSEEtree?branch=devel) [![codefactor](https://www.codefactor.io/repository/github/microbiome/iseetree/badge)](https://www.codefactor.io/repository/github/microbiome/iseetree) -The goal of iSEEtree is to provide panels related to TreeSummarizedExperiment -objects which facilitate the interactive visualisation of microbiome data in -[_iSEE_](https://isee.github.io/). +The goal of iSEEtree is to provide panel designs to explore hierarchical data +stored in TreeSummarizedExperiment objects. This enables the interactive +visualisation of microbiome data, cell lines and more. ## Installation instructions + The release version of iSEEtree can be installed from Bioconductor as follows: ``` @@ -34,6 +35,7 @@ BiocManager::install("iSEEtree") ``` ## Example + The basic functionality of iSEEtree can be explored as follows: ``` @@ -66,26 +68,12 @@ contributor guidelines of the miaverse [here](https://github.com/microbiome/mia/blob/devel/CONTRIBUTING.md). ## Acknowledgements -Please note that iSEEtree was only made possible thanks to many other R and -bioinformatics software authors, which are cited either in the vignettes and/or -the paper(s) describing this package. In particular, iSEEtree implements the [_miaViz_](https://microbiome.github.io/miaViz/) package for microbiome data -visualisation to create panels that are specific for TreeSummarizedExperiment -objects. Not surprisingly, it also depends on the generic panels from iSEE. - -This package was developed using the following resources: - -- [_usethis_](https://cran.r-project.org/web/packages/usethis/) to generate an - initial template. -- Continuous code testing is performed on - [GitHub actions](https://github.com/features/actions) and include R CMD check, - [_BiocCheck_](https://bioconductor.org/packages/3.16/bioc/html/BiocCheck.html) - and testthat. -- Code coverage assessment is possible thanks to - [codecov](https://app.codecov.io/gh/). -- The documentation website is automatically updated thanks to - [_pkgdown_](https://cran.r-project.org/web/packages/pkgdown/). -- The documentation is formatted thanks to - [_devtools_](https://cran.r-project.org/web/packages/devtools/) and - [_roxygen2_](https://cran.r-project.org/web/packages/roxygen2/). -- All the actions above are made reproducible by - [_rworkflows_](https://neurogenomics.github.io/rworkflows/) \ No newline at end of file + +iSEEtree originates from the joint effort of the R/Bioconductor community. It is +mainly based on the following software: + +- [R](https://www.r-project.org/), statistical programming language [@core2024r] +- [mia](https://bioconductor.org/packages/release/bioc/html/mia.html), framework for microbiome data analysis [@borman2024mia] +- [iSEE](https://bioconductor.org/packages/release/bioc/html/iSEE.html), SummarizedExperiment interactive explorer [@rue2018isee] +- [TreeSummarizedExperiment](https://bioconductor.org/packages/release/bioc/html/TreeSummarizedExperiment.htmlm), S4 container for hierarchical data [@huang2021treesummarizedexperiment] +- [shiny](https://cran.r-project.org/web/packages/shiny/index.html), web app development in R [@chang2024shiny] diff --git a/man/PrevalencePlot.Rd b/man/PrevalencePlot.Rd index dfc3d04..5d7f8b8 100644 --- a/man/PrevalencePlot.Rd +++ b/man/PrevalencePlot.Rd @@ -34,6 +34,9 @@ show. (Default: \code{"relabundance"}) \item \code{rank} \code{Character scalar}. The taxonomic rank to visualise. (Default: \code{NULL}) +\item \code{show.rank} \code{Logical scalar}. Should options for the +taxonomic rank appear. (Default: \code{FALSE}) + \item \code{include.lowest} \code{Logical scalar}. Should features with prevalence equal to \code{prevalence} be included. (Default: \code{FALSE}) } diff --git a/vignettes/panels.Rmd b/vignettes/panels.Rmd index dbdf381..472b4e9 100644 --- a/vignettes/panels.Rmd +++ b/vignettes/panels.Rmd @@ -50,7 +50,7 @@ the app. This catalogue is divided into four sections: # Compositional Analysis {#sec-composition} -| Panel name | Panel class | Purpose | +| Panel name | Panel class | Information | |------------------------|----------------------|-------------------------------------| | Abundance plot | AbundancePlot | Feature abundance by sample | | Abundance density plot | AbundanceDensityPlot | Feature distribution across samples | @@ -93,7 +93,19 @@ SCREENSHOT("screenshots/AbundanceDensityPlot.png", delay=20) ## Prevalence plot -Coming soon! +The Prevalence plot provides an way to visualise feature prevalence across +samples. In this panel, each line represents the feature abundance across the +samples and prevalence is encoded by the colour. It is based on the miaViz +function plotPrevalence. + +Supported operations: + +- adjusting prevalence and detection thresholds +- selecting the taxonomic rank to show + +```{r prevalence_plot, echo=FALSE, out.width="60%"} +SCREENSHOT("screenshots/PrevalencePlot.png", delay=20) +``` ## Feature assay plot diff --git a/vignettes/screenshots/PrevalencePlot.png b/vignettes/screenshots/PrevalencePlot.png new file mode 100644 index 0000000000000000000000000000000000000000..f18425f436f7af053e45c852b75b9327a49e8670 GIT binary patch literal 292754 zcmeFZby!qg7dJd0DuPIdv>+%AN+>y~fP{2+NO!}~DlK5qEh#X7bR!_3bax0ycjv&j z=dR~@74Cn&zrOc-xUO-IbN1PL?X}ll>$hT`Kv`)qEDTZ%2n2#9{`84F1ac(_0=d?P zeg*sz*moxm0>Q{Jef(Hf{PAOISvzYZQwu`~?@8Y@6S;I?5r&g5cKDQIuU4)=)j|BwHLQJ zv4`;u%>!kbh1G%z++atjw_3#HxJ3+Psa!dQ_@?~%#l2dilfHeQzr*0-&SvmvgUI-4 z??Lcc=gh(6y9D~g%(_S6am?G;WN`n4VX9AVTrz_EbiJ|E4|yB3{l3D z?=%TCUeb0?cF>FiQ;Zm4l33VrucsJK?zu+kv(W@54nEh?X?&P!e3I|XA@iC0{=<45 z+Z!j}Pet%Lo_D+^5wU*swzTuPR4R>j%wk$5-7`$3ufaVh1gEcaY#K+Tc4p%=$+8|a z5O_it&@OSHUva1YM!?cSZkbRCtx%OjJ}_<_I+sVq<{==?M|1YP}92WQ3^fUHe&(V>>ydRga2yM3Hpq zSrX>;?sXr!{L7(V2whOAa3GJMXaSeEy&<<>I#6F4rY6ooyPSk>0nvco9J;*s;^hzY z2UnK9+_b^fyfRqFVuQ_pB|hnD)s;&>Xi5C2(Xr*INmH*a3OBvE{2cT1E$44nF<#Us zsotfOcyap;d5f>Iu!t;&;+0h&#^lK)g)Wf=#=aW@uPTxR7btcvi|XE!@^{q5cj0aG zduT&Vj?(G-{)ey4jX3PQmy%N$2ke@dINHco$JSzmZO*I(%KHXF@{Xgf|nk+5AKwEy_2_FseA}UYoEKOZqkY ztG&KAzqmKc=Z~mj=3qwnht$#Q6@I=vgty|kB5rYikFwbWq9;>V7%A?ZdbL?0t^OO#jNj3^aHD)RTgT6#<_sY;lD1ZRc&zP$yxr zhpVX%tMe7d6dz^uWK>8KO0mSjES6|3RYx`Xq}&4cv{#i^g(w^z(N9PgOG)?oV8?XdY>ZI1qEawF2h55r%{y9NjL2P2o)yRCbvxOHznA^mx? zkA$D=_RRt;d@LR^Zqgehi#IQm&5|nJ6u3uES{U*^q?ELj1Uouk>f_v3DkGWT2f53|@0jn(lFSB;&dU$&Ssxm7Zx*DZ*}*X|ng zT)naAhGYR<^S#!BmV(wGJ;LYV#!AM!Mit#VWs77PrBY{BtGe+<)tyJ5vHI!1(08WS z&BepZ;a^I|_Hrp2I|i-FwW`N8+%VnVBBYP6-r)4t_3ytCa$}M_p4>3BKh#57RC-f- zG@f_J!Rf9W%W=^Cf#Fuy^6i`Rovfj((X7pyr*_2-&m0AQ9@$+n_cLj#xjAli#mc=@ zz$$)CYTspld@Y{xh|)a_BWymwFX2%qBB7f6zBI->`+P`bab(+a>LAXbZ{-KKIB^JUx1=fYTZHa5_W^dEQbhZsv34fuNFXn#w8laZX$<(r&gJZ0qD!I-#9(?-wC zlS3CrBq($ud(e!Y7qE*PM*EC*_HBq9qn!Om#uUGg)hWR#d~vxQ zli^*i+q=-Er|J&s&v#5DyHOwBix+x#PAC$c-y5~3>!oOTKU4@!;t>GqO-; zQPqT-%?A4`J)2ILPs=Ss#$znaYlty0^9a?5!wEdJm{i?XiDPvnyl$#RmgQPj&m6^* z*^u2PTeIF7a>-YPKgcL^Q`kr!X>V)yjTN$puAMat^!T0&Pla#6im9@SR*H9YjLiH)HBxgdQA(Md@ zBeW%~=7{CA^tc%{jEmBkDo;?)UH@2o;Fn2v#oE9T|;y zK^xICsYA8h!sX7l9kYpK4-@S@H(u;KI%`Y~9uL_jqtXc~cPKSgR?x85-41W9iDWCb zQSZ>Pt+boVYVB7T92#88<k-Whg-ESv7raPkc(DKZCBbC{gLeYR~Oi zhQa(W>w50M{8T5EGiHU(+1t(L!Gsgy55#oUuA|}Trtah`%o8xXh{ud`FjQA*z=D8iYx@0frekVSd zb0&W(DbGu2hWZ9AqGfT@|mfe-Fp81n@P;P*vRM*)s?uxJHMdp^!o@ zgDVv95kw*T=UNoyF67c5zoSAR{-zMLzuHKHZ{*(_@IgNF=l7*|evqr+e|X^Il7#wq z>nlk~m;S!K)&}lDgcTl(i-T_k13N=QD|-`bhpz!tLg0sMHc!>;ArK-uJsUKV08B%kzva_<&2x3rEQ}f$BH{z9lBKp_k;C})%CJqiZyliaF z&d#jP_gSs&jM+FIK77c=evj?mJr>Y{#opD*LC=N7%AWSmPX6xaiJ`rLovDq3skId~ zvR^%YYexqG8XDw4|NQ+)r=g4Ke@3#h|7%)cf^5h;Y#glYZ2$BP9_2^=$}4N?VrZfE z#MBb-42&UokBj{Q{~r(hcI!Vw{@0_b|9O;y`yuy#Kl)#{etlHQ-q7x`wIvwTLGV8d z_SeJzee=|R1)LVd;Ai`1)dVrZl-_WGg(Nq9BBKbtftVrx(B{BD zcmMnb*C=ZtHrMZpK_F0w_!D787nGIpt8to2)mJy(OXMY^rM~JCP9;f|yo!>B8Gz0& zEc-+lT9=_O48_HH_4KVa0fT(_jTaJfXu=FHcBC_}ab5e~dRD`8Y-GH)@*#eBI37VM zWILZwzU#KOvQ=LDaQ?dMYP)m#9bX6vDjGTtHPrj}3+Q_^KlG%S+on7hwE)jVdqY}6 z&U^Z={<;)VP!ts&uD<@g|G$5MLS`w?CE(8nCRyH)tWR-HqUVtKR~OXYcG&07;g1HK zN>E6@qBI}v#dP98%dcL*24oj8jMUy{j2ZE`7t_hf;2k6V?k|GQ8A$gF`gPOAXl@+n zGa0t34R_edXR%()PNB#N_w5i)*R7us390e;|I)vV?$2*;P1nlj#WB5}zb*RN)0*l_ zeERKmJP+H4EL!iF1bV5cH)|C$GK-(?B$`YRj^O{x(rR38V&>q6m+!$$PY>r4Z7Hj< zKbm1ArOPBHP`Vz}IrL%;mh4Vb#9cg}BuCU(ixLrat3$%xH@B)Wle4bKsvYcfz1~<9 zol;ni=}owH;gTR8>%M81p^aS3$G`Ja-hWAW92}os3Z{aqKZK9UU$I znG2_khQ5RE69%s`Q@2KhkS<*g$A==U*E3A1Jfm1oSA7@zZ`wl{{$-!Nl+>*OO;(Gx z=X<;K8kQ0;vzWaZcRY`5L?MoIi?vb;=~9%MF}V>JuNZX*3CF$F;!aP~p|i`fyKR@l z$)L|-xmiRYjw5U`UnMVQJNwhid*kcg%-*ED4klXFNn4jPZ%+00VP~ZG$~-iEV^?8u zp%Q`kc+_kabGi?0RQOLZVJ3atS2&5~b(A>j|8(a)-8uW@FDghwJOZ=XYxDQc$rEx6c)R4;J)RPT>_HEGKFLd?FsZVmS8m$ZTq zZVNq&XY|hMFvhx&X6QV|bCkY~Gm0113tj1GvI<5!-lUV|`nmt2#FE6oXb3ZIw8?zE z2BYhBcf6NyTVwxaLHjSG$@Yij{EM*5`UAyxgE<@TVx^!+j008TDfl`zpjoEjmRjyTJYs6nhy`=R8A=stSb$AX6Fo_4c zz_DbHAN{i6*4wbu>ivnzl@=Y3-F{BblY;^nA=;G!?_&?@(ggcEzbRFdbf|-bs!6hM zfme!Hm~>$~x5j|nt)&d<_?QW=GsMc|a$aqMw);06 zhk|#Uzi?xeO^ybvcm2L~Es3KHBh-4fTG~#TS$PDJ8H4 z4|HLB!^X=aPSiQTgrLKJl3#u8eRb~}-5a&8tx))Ga>AgHo(e{# zuHNq8V~}qtoq#bdbMJq-gq?~lbdo>5x^!TPw*jqrwsB*W2xZ?*V~FCzZ&owu87eNf zWy!FSX>q@@WP=};`FFLdy%F=prR+Ru86kv&)sMjHwjgshiAh0vx}h0g2<<9<7*!XDK_rkwmor1zdb9XvG{`(fWH zP-;GW4g=;e+U|Gqn`Xp2NpRFEu+SB}2*kf*6t6NJ-2ucVe%hGDaHPmot;wdD!nv;i zR;wijDc+x8F^@y1V69mA$o$4^Sa_vO=b8)kWL`|e_afD#-nIRMFn@vlvBFsO9Xo-= z)b|zr#Rhs{abz^C$_>@6%4aJs%lO&{p51*o9YBi_?D@Ox;gr*jHjEG-wJg;_$}rQ~ z?(U$D%>IO%HEc00vWLvN>g{Ejw3M`V-sK!M96~*1{`tVe6xfpZ?nVQ422)M5(6rmYA)BGPu5qCA_S?+}CZ6T_!Tei6_wy7&ROCfs8-4Ml4e z%gQJ68wOzl5vO~lwQ0>%UR72J!$z?zWF6LHWwxdr59iy)1w}P052k|^+HkqLf*@Is zAcWZ4TM}b7jSZBua0PYZV^Sec_aHRIMGGHkH|oh@`0NslsmpZ#IL16TntRfH+lqM= zJ*nyS&G&ml24Pn7a+bmnrDxxcf1wNFbA(27b;xx-zPF&2HMVl<5;p%E!2O7v423le zN5!VkA9)mCd*df7ng$vx5`#&4#}Z3G0BC#`!^uG5b+VaeIaW+Qz9Jez8a@~AJW=!o z74!L|e4=@7dBsGh8}5{X7fBPt`dA;AOj0l9Hy)X$1YSAh`ak0t=Y&`9jf}@+QK0no zNV3H{jXMthE1}#&x-W}PkCr1XIUSe!99D}5jT%k_; zC}OyWpT92}P&W^!n29z{5T8$Qv*MP)>Da?>;>h z-)d2BMZekt^B?P|2A?sDVL`5=Rpn|#gr?nhD=E}WD{`XWya@_6oRs+0%Jmx42sNWc zC%BBjuHwsez z3-?#^QhWyWfHMdq0vr4B1|f>8_^+7GL{@hwUvGFD;Y+MtHcB}GTZZS@e|KB29)#EQ zV|HVj0oBjM*Vag^6G!QJFja7LstlG%7(!_OgaWpZTyE(x7j2vln8&&=5PnGqxjxt@ zM7EdV1PevS2y>ldb+wJ&P)L?~tjB)kcOzdrV zomZ*c-$?Use(f9dQC+*XC(G~$wG*z`=qabbR%P>AuMw-JN@Uydq zGtyPghL=bLv(>o70QFLM^)1Kd@Yg_mh3nhS{YolnWhmLO3G?)_?6|h;V8Kd3YXm~y zeWUJbt8z$*HXymTS?F|=0Ds2Um>(zXn4Z2a_?UYwz80}+&EWZoyYTDhNFC3^9F~+) z335KqXfcl>19zh7DBB6I!&V&_Lh`}dV%flDV$J+z-kFJDgJ%i+51&P`--@+iUyH6; z8do*vYow}(y364g9;{pSgJ6|l{}`#HK_DT)VbWut%V7;(H93=Tlh4V*sP-F8aB8$s z%%|lO%*4Scm(9tuQ|F4~wMqqd%(S<7$MN%Ok@ZqIkI8BFuWMr_sS`jcTz>edWh#tJ+bSRy zWxN>S9TD4eVL|=}Z*z%S{K%}L27ss)Sl1Fyge3|c4|l@c7pSOGElbC_F@vX*Jy_`8 z^|_!Q1LdrwDX@1OzwUl#A5qvT$S3J&Kbezk7pdhWzS&h>bg~)dB~?1^q+#kfxD~}= z&@&fno#1=5Slir!e9*0tP$gB2%A?3!r?|?b@zSAkvC71*`?}jC6WPe}D}3pNJsYo? z5FTluj*Zl0!%J%qM2=!7Pv`|Uzv8=E4=NF(sJM&LJYlBr%*mh-!Eqcmj8sC1Xjg1jZ@1Iti+AV|Uj&x6(}}FEcV6i1kP{f2eut6EL$mS_m(s`-~bcr0q@!Ku`RA5%&Iq;d-qd_faEj16tpO`w|U>nR?2?#P!dd<>Sz zHrGZP?D%7LUP0YWVJ4PVmQu~Rn*wAoh1}ZHBWB-RN2+#D>dB=&#_HTE-I*7dtWU#) zPF;v#r-NPyl_2w+j3;?X=!RC+y8|%pC3Ip5`B05s&$`r7ZJW*Xfcx%!)etVZ3`WE7odVBL&c z4_DD<$Ype+Na1WONmHQz09Q@^IB*!}G-8@z@jP>SoFHMGXmB@U5CEpjvRBD%pxhk> zrUuQA4*=k;F5=bbz)aGAP&gCH$Evi1qF9k~uy+Pfqq2HDi&$Rx0#@HBUc)B92(IOo zpFZp;V>a12?|Fp>vy`X?{YWVyun1aCX%<6s#AMEg+B)WGi(x0IyFKFC_HoxKQelwN z&bI{?KmF`vUdVL)W@5OSQFNNa`a-+TzP&$yc<)gW1&#|h$WwDN%jR6Uk&ysnjCWfrA79!c8qjhcCrA+`jErKvbs8Sw zvZi{}xEY1N^!k3sU9Dn^hY5&PpybAv%n|pTN<)rpgdzPOA&h<>gOhtDBxUTOvzKK# zuzRt1#@_6n-W^w&uxlG6@DVmuGlv)V0L`SVu2n+**tT)QD2?hx4C+s)CY4O!Pw z9^UIZX&Wp}rLS#SgC+UDXzK^k1!cn!ys)CL><+~rj0E1SX9Hi)2C;+R|M!2xdD*IF}5j+Gw(3F}mu_G-@; zEA%=E8i)z_wly}J4j?G)Cq=$Q@4KZOxa?MiKHQwP*I;;x5A9De)%ulXP-9H@qu#`h zxk|R07Iimzk7@kGZ=y4d7G(BKVm5?2@@y>j?OZAY!?zPeh$P$tj}}tGIE~tuOj1!_d8R=jaEdg6D-$8El}KQjBhVa5p}~DsL&oQcdyW23o5VcjzI0m{ z!5~>;<=xF@np~cmaU6Vy+1T)4H z^Qkt{#b{0KWs@^;Hv|uU1o_zt;=Y&wa9>U4>%lnw<6V!F8LH0H-9Dzg3=Wt!?jF2a^K8e$P|D=>nq#ZQbQVC6Vynq&)GuflL`Nr2=6HH@3Ohy|cLf9_SJW5J zw7(WM9?&3=4h4WwA3`XJIun?}t8f!Tg-#DFMkPiGmS&<=Ul}&0$s50&b{yGNhxEUI zFwUt0S1P<^gp=|)rR`T-!rHfq#L)27=b|F~*Q@ z%*)>O-S|;5YQ>~Dd%9x!t&%-#Q!qPxLhy~Xm>Z#v0!y9f30}x&k!{MBX0}lQV~0yD z6imf7uhrcKo_yKZ&GV|(hvL<>tb6WPT6Cn;*GPJavK1iRnNhKwmEZ|>U+-dv@dQ|h zhz-6#G|j;`Cfua2#sET4tshUWjF#VKhIza1|uTFIvv6R9^W`==I#| zbUSh0aztrx^jN@&zzJ7-F8mrRni>kGv^*y*f;ZU_HBM!;ND{`+8lZifAZ# zbiB1Y`g-lz>CW-wSxs}fZqWYc4&LR|XWYZ7Wm(IPEDR3TRNqRot1*bxScU>9p_@>l zymrjvfW+=t6A%Sq%5BjWV|%+$t_k)ZW)bRiKgaY>|l4DK?4>~TY?^;zu4zalF!Ro*|}M+`+peGN3wb^ z0f^%yy9v)9OZ3D@iXnkE^3!j!mpYVHJ$k9*Ivc)7b#@@8_j$#*7?L&c{acW;rs+Wi za7x%Q@qz|d7aiRn2p)cyiGa(0B34ZMkvRcjSwEpYd9ak30=phgqZn|tbN5Ctp#UQd zf2(ZQY~Wvm_LQk7&qHwtUhVn7Q~WD zt;G8~GP%1&3fEN*eA(P@IU~&WwXE0o4;m=Fer&e@SP(%|lvk{{`^_WYfE%j#=q_axwjQ|5}1?5DALe6mp4z22Z=dQfd9 z@V(`Ry0OSfL7)zA+AIhp7-Vt3*0HAiR$5q%F{sWkR0bS~9^g-Eslt~!(Kl$m1s|su zoox6EF~gTi$Q$Y#jT!TvK!}7@3nkj92&#`IB;7kc&dX1*zf4;uVw>N65yXBMhQVF< zvsl4B!62YhRD$GZdzvDAU)FkUf8iFf!0eU;ZQ|wuk+`PVgn&xx`s4#_6h&?G%-?d$ z4kgfuOjQmp5h=OuSUlRGMh6ZKLQ(C&4F=Iz*w43OTNAmerMm+f#>vWhzOaOH;*!N| zAlY#cM%0*Cs|tovETcq^Jputv{m>W}3T!!p*WVH(_}fCQw^hjevNIrzFT&8FOAH(l z&tE-AqpR2!DXoD?YO~`j3jv9=b5>eRc7g-Dx+K!SvKE$hr}k(mI|F!F1x37#alF9G zQB(7<6+v>YvU-|#>qW?c$iWQNS=qrobC}jAo+}$sjQ-(%?(Y91+s?G_mi{M)%lnH%HO z($dsN_vbvY% zGt61bh95szE^cY@dQY)!cksd?fu5XppsA>SUjm6>-UJ?Pcw+#tYa{muryY;CiXn`5 zyv>X*eSHS|P8XT#Pvu#*WW{t@w)-W`qXd}s!NO-nUTcN8C+;pE#gwY){1k(e`z0jP zC|S~|#_FAlZ!|;_>vAqP=sbw5N__it9hfXb>;8La`hRijMeI!ra^S$LJ=MT)t-DN| ziVP(J7#^z2)5PA+#6hgk_PwvIVE=WeSCN|O;rO~||6JSpNd?+Q}z{4^0^kZ0cA}2 zTnrPLp9P4H9p;tlo;q9(AFGEJDkl+E!~BlbH(z`v&d^u*O~AZ~hnz+&dx5(<=19>V zBX0l#q3v^?j4KbeUZ4l*Q|?cEsFI6EhMx#}Wp_&dz`=y$^ZMVakQtlYy<7q)0>F}I zz!|jEIu3g1pwAlLgIA3?t>;2Z=SSH_7GniGUP2+xtCTLfL@OUC^G5!FMU}we>_q~O zp7H)7a_q_(V)3?h0_=`$Ki6ebvEoHqQvG_5Vm66Y1ooU)$W#rO)r`M@{1<<$V<0AdLF@S3?8{MV4UuG8V z^x0>29}9%OHKy7XpkSNGQwAabL;@c>Q`gN#;@-uKL~ZqPOEpM;NCWDxo~o`a`cDsr zQ)8iHHQ4^RvzsFV*dei?`I*Q5H`@2`1rqf?WK2Z3h*I@_Bam?Ccql56&5d}Xhp0IL z!8&;$Qk>I%uXF7~Zr~5JL9%-IMd4-TFpT$GO)0PKGY80SSszr3y3sIKt`soL#Rg8* zNWAoc@vGm2?ndsJ8Rd6Bh3q2jSO^7QNsb!qKC{Mf$7vo7>h}fTUgB9K@~)VRF^_S| zG%8V;O07BS&r1gk$jcwvEzH=+>4s$8Io3JdiUjo~*R-1R_C?z22&=gyCEYLGuDRBu zfD7GCoe}s|Frda5Ux}w@f;St})EJ4wWHU~|ufGBZ(!H|ZhK7!-su6J+N6$j-l!{jk{xQM_*(n+;d#0f6?6Z!loS zkBDX60Bg|5<3&bF4!Bp64Pcuct;!wk4+s*4N(+%Zeacz zf%Orl#Yyf6z@@Fo<>6&K0Z4I4-D*b!O@w1rgnu&BxTl(hV@ah=SVz+eBx@W%N|8Wi zHx`7PZeS%fg^)#-jF@E?kRjtKlEw+HMrs~ROf=yk*fg7WXqMZ|#obpfL3 z>0=})%A50Hj6Y*=az9$kFz!WjMo)eKN$%5TK(iI9O1Y}Qa2&x~@Y%sELoD4jik5jPC&6?gF1uExn#isNL zVSZB(UWR4v;Q=)I`~({kx)t0SH5-@F$s0tXT!lZ9#Ww@&d#l1 z1Q6H5)j#`Ft~^`Ce4>|NqZj9n;?{LoOkQq=NAXrQy0qjaL{#NQ0BxwrtlnzuZ#(=m zs%xk58Gt3}QPQbz@AXREPXjqf_ICd5wsG$D#ny>&CJ&l;?5tCPgVa1+C01@-l4-Xx^qB!x`XK_?J8H6o9N9CtwMRA+E^A*u z@0~%A4t|f!($yPj2_Y*FkN}0?u}#1H$bYe<7$~m{EbgJCoam4H>et%`R^IW98IaTZ zwFSEs)+$*nPWYiu77F zc<4i3f2Vb0M9oZasQRr|Y(dip-LVGfb>r&j@A6%_Jy9&e#G}599#Zq1Zp(ILHX8v@^MdkVA`zM_1u3-gnermaI#A?e zeTODy)ydl(87@{C61SwJ_K4osC^5N?V;jW6s7y*}y@R&fwgZo9EdJ5~pbWs7_lNhT z>4Mf45a&-sW9q4KoO*R)L~ZQ`X5`cm^p3 zX}feVa8-VGZesD34lOc*>VQp$T3`~1`cKaOuosKnVpNE;pg0xOOmYIH-&F)nJ{UDU zglD2`wEq+&S0qZu>?BJo)QLpHDC6~06MD9Q#pMI>HIcM_rAXs=#{p*Q-~=UKyp(v5 zqp__f?a9l}Q$`R#9c>_l*UWFj)97HR6mBb@)B0I-ayhHi^<1j|NkDhd!fMC?mKg5x z8K3y37BICx7iADy;4BSNvoU@XOcq1AkSw9UZJ)_Y31Q8)c7n$ z!rAuq0vC_%^w)y@qsJomM;V%u5OX}W(R>6`f0*EHg-<{})RAen2o0;~%H;!EaY+xg*u@iJ^@=S|0~Zycqp{EX%;BG=E9@`bgsjyt$LWK`i5e(@Pl#_5=fr zwO;}F4(^8@Z$*d}ONR46Txkd7lpM3OOK^^ZI*27%%b%Aj&9okErXfx>foPCJ;RP*> zrm>bK->c8o%4R|xKz?YhW-zNoq8cAV;KRpx$sKP7*1YOHbzYEj49;e(5nRb{khewE zRNeF!I?cp6z z4QN;!qUZ`N2<#@fAuTgQMx4B(bNF0Z&=gg+uZoiM#8*P#;(sk-`VBO_g-#R}xUiCU zUNeuMPRj>X6#JrNmLHJOSOQuf5#7FTk-6LHEP=*KGtFT#n~I$4iABc1G6j*4u*2xYXfSQ2HsoiPz_A&yH(*f&B`~E*M1S^?E=K zUPC!i1$U}f@OVYRDfF{d_NB}RqLriB(RHFJD19Ig6opJ0ToqFbyfyW)S+ht)fUbsO z<14<*Pd{|$O7r)lSND#R{~Ei*hNVhW0{O6ud<%cJ)V@DWNS~ zOgUq*5XQaFz$k@#*r(*Lx3X3;0}uF&ky#m0zW;i1)>hD!t|o2k=X;sC>V9~xe1MiU zTZ#r)tL`dQ>cZAOh>riPj@RIEKiDWj2J)h4=lfN3+O;w=TB`K+ z^brfgc;Z&Jf!OwKLimq$`{nm0z0L@*`y?gdGY+CpaqXwRa?OQLpvmUdp2B!RA<&l7 zC_Hz3HJsRjlNU`b1x3-@9V7z8kx3z**!o9kw6>E2cz3^6>Ep6Ddf>j_Y)o|ro4eyH z+RL=suLjj+SFOvY{3_-X)E)bk3cCv5T62C#(3t><%SKo?aC{w=U_X4WZgDRw6DMmp zjI*rCYgW~Rt9T7H^zo;_k9gMF<+&TyK#PW-gCF`I#Y(-5^M{64x zxA)VMgB+Z?wt;LTIyQBe1w3u5To6t*L{LW;2qBM3TKQWH9&P@pF#iF8v{G8J(6+f2 zH4q3aygE>P!&K>k=#;U$s(wv$4_-4X79;^+Z-=Iv#vgLkZ9#C~SsIy|96tWMjtrRT zcM(1I0aYf_3_U*+Bv?S9*wpdTHQSM4ZPz+cfqCtf!B~jdlrM3IXL-Z~zAr*7R^x6HWy6?F)5EIar>+8d<@Jj5D0%@g!ZX>nf*mUR3YO@ zjMmo3rvsAB!zvKt=>>K~MRR-?21=TSPb9VdZ&`gf`0_Q52lwbn=R0(bkIs)zf^T(C>ukO}8A>0}gX@n^%YVv{ z-{jq_7||3?TW)SRL+bsa3iF4#t3d6V!+-~SKX`%TGXSWDgQ|-os9`*L%?H_V9lfT#B`qG0ZV5@&DK}U`}Wic*<`{e7qAvihF8Oj6OSs*x*2y^We z*iS`{816J|;<7_>T*v5N zKk}%#J57g~yB`}I&PL`P4Z};B?1rAaiC3X{6_k*;iS_>AF;y)-ZPDvQ+z+)oJ(8}m z{Yu2EctqhaJt8ONqslVbL}wl1iQq(HEeE;r_nJi3>%Z0H=(1mPU$ak?Y-KK#8m4RB zE&;VM58MP*_l($>rXM<@>41=vlbU~si{MQP7DkW7sz`sU?{lb`!Z^^zczo=iGnW)3 zyX2SSiLi?dC_lj@i<9o|4L)7K9VD`s3J>j6TR&7%uN{Ca@l75|hhe`#CX6#crE7VQ zUcr%5v5GeE)gvn=6P^_~Vn6)(rozjA3?T7EfR?h4 zRny3xKuA#(vs>sQHQ!N!k|yQV3D4jB017&s6!KNz=M6_DOR_PG-lzbDoxPwJl_TYb z)@}~HVhZLf^0-i}cMwLamWB2r0I~K+Li_BuMe|+(fvG?ek#a|wzi16q z{b*kSK-_cuIMnr}{?puqz42aYT8lte>yLMyIM_3@7GII&n3rwKQ~2}*yKq538D5m~ zha_H+)l;+#C@~B5-Jjt_7BuXX)*|4tN_+QDGr!(`$-$<0Ut%ZbAt-SwOz>?V($S-G zT_sp=+$62uH#p8e1b!_Jn>lNH#Uw4{b$M+JF7-aAg-$W%F(`F=TQZ~{Y?kflCN$ST z2I>||D?|ZG4apq#`^_ET^>I<&9q#nxW~n)tF2CvuQvUL53dso5t?CAMYr>A`6K?Pe5WDf(DJoOY5R7e>?9% zvD~~>IxFljRb)l2qfkJYUJEjOY+S9Rzm~Kxr>bd&l|+LUe04FrB~|==&t@}~&f==o zt_P@?suQielnDvs4#~~v_oH9-Qz^pnF>(lor`?f9d%#h%B*6q%+!s)M@LaE~ z;u&{P2%;3PX4pJ7fEN#Bxe`w~f5jE+tMW`Eyeu33yzjRZ$;cg?-dhBIjoA)F-Ly-I zXD7xL!0|6kKAe82Btw^QEP5vZJwZRnUt$&j>Te0=+y+Pf63r%th@=}y`hp)orYx_G zXU^&2Zl6Nyl7`l2P$rlz*>_V={ z_?ibCY9Nb4>h((#L-ukQC%(tocSNt&MkKNL;Q{ZRtng3^<5(4Gws1b?lM9(+CFzf& z=OMkXF-Xc=Xhz-$ll6mQ(GH&Lj97KV0xw8!W^mRA%6Kd(FpQ)RB#+Rn1dF54dS{h> zrSbttl684&r1!+M@fa&R>dsvlZaS zvC9IP2N1~UvK%*>T;HsGSV7iIHL30?)JU~+aEZ!Cr%3p|#4BCgxqduY(|Qvql_?o) zP5_nOy*#yt?M88)Yl0we+4}Lf<8-p`q5QoQpf)2*dJ4C5Y+B9km6&zSq0t^&IwHWe z-QZ{1feLS=`@}VVP|>gm0I&6T;<4?}!JrCZ3TQE^L(=Mf${a6HW!l;^fNlxm01+#5 zVOJ|QAqZp*V)y;K??w;4Tra|_dv-mowCfS3VfCZwqv;BI>9{Cuz|Nh>+7r6t%Uwas z>Y&`A7dU}$1)hX$@})#RAwLE}YyCiWWoIv|m;&i9(L4{F;MwdF^y>)56NaAHg}HIV z>HrksD_$#T-lci1Y8b9mAcSXIb?_3`>*=)1CfiyX$@(q`%&yuBwZra%`ijmK;NK0e z;z+U-EAFubE#MOFdww{O5@X*7C6&gB%Vlh_a_Ww?{%$9>VXhzR1yPd^$VEn*UWIix zJ{+keq^lXfXVgUgy!*79u%fGwIh3OIF|y2`z}`qC0RF2bM?-h0`I0G@QV@#0sac>z zmoSJx*1&mzIudoq0Kw5bNLFViMF3D8?YQ4ClSo%T4aD6qApX@60QX-$rWRc}To4nA z0scg_#jDRoT8{2@{By2mh8clI@#gSjTxdU|Au{l~gAa}k37Mj2{C*CKJ@YcMWX*#0 z5Cmw_m%7};lk_E$q6TQ|Gf2ua--BAA_v*dHIMkpp7)|!&$7rqFzlN^8zd&#UOlg}! zDPr{{qM~llr{e@J-jV2*pA{Q50<5w2QyIa-=P;n}u6$D(@QOjrJZiT9#Q2n8 zpeK#AtpE50S|T;486F9T{u6F5kL!8FQwoK126>A=5V~|=A|_}VAT{Fy0~GC=s73y& zW|8-tz)`A^R7r| z^t({OqXjF+-;1n~19q_j$*BBEaUK)@TgWn2QqAtRWrXIsQ7yv zUPUlWGS+gzFX4y(lIm4F9B8rRgzayL=AUsWz(M7uECytsuw*gw2QdRj#P^!w{Yk``D$r|*2Mzux#~ zIg=iPLy{CD`K-a`NYXh!t;m=wE`-zs$eR=nsq-vF(%1(~=1^Uy#2|8-%4RL+@k ztN$`#J3wnWGvmd&`F||=oqPY2lK)8IU;FoeEcqWx{-;ZRlY##avSgXWr?7*UDc+|3 zn%1B_2-u_*52$CKch>ta1e_!YOqGZBz#7yi@pLC+F~8x)azz1|RoN{|kPy*o)&7ku ze{0lT0P2^v3!JVZQFp$a7T)=ox(N9uBxTR5>)1$_tqY^$w_~<{nm}H0&`un_s7?wz z4z908v=`WDSvm0Pkhe`_FGZjbE>-mr$MfAAs16|SNMgkH2o4;jN$wE*^Nq0&3UFUY zld$HCV($QVDIrbZ0*A^62fVNe`%1Mp#H?!)74kP1{!f=C={uMt{mYT@FZei6tSWB% zrvLN)-!{Ih7FcdXrAM3=74XfEAj7xL?@w12%;JiYedQ28Sf+#^-V2!0RR$($%ctQK zfb}9{ApY_LqX|FvhpMb z(TBVHDCalAG06qQl_%_RLjV&m<#)&3JHO$MIiRlAit^4NF&MQ**6I2M)JcKcb$uhb zT>p+cIYD^DEULpVo(AylLxcmx1x(Qael#MDE>3I|Tv(z+UCKT(P-10`iGp}ZtxvyrA_=>$;+Q0!xHSDVwCY)$H@4ISFwNLug5_D+yOp5Y+yegST10| z7{EN}lG-mCHxTrL_I3IPQU+?cof|Kht~%hdxyPyp1Z=b`P}+wg=TDbJ7Lbq9uPI$Z z2riT}NA8@zYS+Pz=+m|G7)$`7KZbt(pwOgp(8(NZWE4UGsQV&n-*SG#t~{h3sBn$b z)IsWjN5dQ!=mB=59#Al^9Qbz!rYj#XMUR)vDF}QksP{Ntpa;B=dH|WlwglWO4w>*d zpUMAtw%JaAi>t~57wLgwK)sn4^+5nk)O}JB4MzRx=m7Sd_EUCTpa-th z04@8YG?{534a_6boBQ_{%={@-bf6zRoZy!-z!n^gj1m5pG5Ld?P;pMt#vTRwds)7#0Ll z-_oYygTKeQ|IoGwU_kqI)azY~o`DN)*wyo5xF96^cW5qW1PoiOq4xd)&$tihoh*^> zyc8^877KHZw&ydi>k1GhvM!1OFTm_06}Jau7i`D_K)%nUUv5$)xX?x&x#-1!AHZ5k zK$&j~jsU8fLy( z9_QnWFS=mWu;vDwSO4{Olrc=8liZAIEGVE3V!@el0d)vzA*~CNc*ULoHQE(3 z2p4#rWYKJdMmjS8p0y3$NY`_Eyq<_Gxy)KtzX0>0?A#N8kKs8sttYfc&1Jfb(mqY5li?mXh|oS0zFE-JJ2pod-^t6m(ZZa>s-*}D!{e) zrc)%}M5n$(zSPFFUgu~Y;nLtZXht9lCA-fI48zzi=>$5U$=q^1QzlQJ(nz;}#!*us zPv%ZxQ0(O#NyoN|!As*$D|Yfbjhc@NO6GvNoGH*^B^${i^lN-0Bku-;r2Ee*>>~L- zb}zs4%lhlpH^+5FxrJSmy$8nU&(tm`Y<>-cx=^GXre+l=qGE*O>ha)9pvu5n`OwkO z|Co)``I_dIkAEI`oUzfXU~nr(w+GRgrX=5)rXYVKwPkWtVALUck^k74Xzx~m0&~n3 zs!~kBc}oiFw<8NxMQc>k{~FAs6CQv=HIjAw>fr$@bkm?>Gw^zCW$MG^nC|-gGRn;s zs*cIZrRR(V{av6|s;xT0uIodfK@OBZB2Oi`q8u&eV5SM)NINynbHbn(bAiUQcHgaf zO~#}TCqO-ZxCH!W&Wd9-`3X7w4xc(%JzshUoQ?8sUe_~?T6=$xpFBOPA`^#PTUr?q zS4x5UOI3rXew|e~-|gvtMYsRamhTA@Q1K_ri{7>!fRf9hnz~g=(BkIZ3dmVh)!|ha z0U%(zFP+Nh&r8^?VSESZH5O8dI)B6aF)o--zGF$a2-8ns2ne=+kTCDm+m#fv~jxV5*wkIt4t0ibxW-m+P}!6@Crb z`=fzLF{3n?nEMVAX=N|RKDqAr2qd+Dgh)%epjhyD-@ko*HS_mL2T;;x^i5?y_dzCm zWle)X!48nM*#VF!N*@h1R4Ew*@BKpDh0Rx2nSXQI0n*A1@>Hh4ySKsx@0QpeEi;sW z{l~Yn(Q-&pTD{4Y43&4yKDYUb zyXe|oclJj6vni-pbS>|RTJe5mK8YcaWE^T~3)-$2CfElY@ixm zeY(VSzbYskbgm#0whGH%f{gdrY#HU!Foyd;UsYGGii1urg<0B;?~ipREoX;R#|zbZ zPB!yT=NsCWDS&z2-trAXb*a;^>9;v>!7b$c+R!o|0_FrdesutA^~cbf}A-hwSG+# zl+-S%XJuKPqfkD%0`e-g*#|7vzq~RXifl{imuZbjttJi!{KqVOXeK^B)!6Pv_0_5T zm3Pa%k7oivsyo!`sC*_14h*Y-$zD}|yRXFh)_)Ba$Rp%pq~rB&%qo@GS?QdD+C!D} zJJl@5ffhei?!PM+1G!J5GG3YftDy$SYMQI+p3Yf^bfmho|#} z@!0{8Z`lE5y~VXgiX!5}H$PtHj33yiq!Y#Jw(yv8;>K~&HzTgYaA@BG974ex`TOv9 ztwB%YF#9jp4yFK+=f4@84zxf77+)<@(A>%tw9ZlhIqVM@K)0ye9#D1`5f7TNSYV(I zN=|Xtp;V_xMUYQy!RM*~m8vbM&$mG}_HzJV%W?g18*(%(ZV4;wwKrb|3FEmLyZ%uLvPw zubMUJh6h=k+siG&dg^#k4P|s=3JgcuR=D~8gtX*Vo&1!)7L!W*qv~T33O+AACNcL_Akz@~uAc|cfFzoO_d#<7c?jmz^`?k^`_dyj zO+XXEtRgdY;^s_V8fc`DG$Qs_CORn0>4e&+HPZ{88293+j%0tGmddR`P>1?sHLB}g zWO8c11|Ok(st&l6W`?*IUgs>wT+P;F?<-TXz43^>d_1`*glXI5G? zX{8~-*SRsf18O>N8#DxbVgt<+N9;lQ`r|xa&@EJ8Cc9AmBH=xi$4hB&s)(!rR;UvoLni>p za8Runp0)7Jhb0x`ILHn4hcyNAF3-1LFR=~@EQ4LNgp2JaXigM$9OM>%(874o9aIA? zr_7*yzshRt$Lrt{^ae&6r!vxX+b&10J*rs5ULHrM!L?l%cmR~~@fXE@9Z9mTXHyL9Kl?j=m^M%w)e=RHIKDIR0>#J$)GD}^yeZ5gsiaQwW1h1l!}WPMqM?OgX+RM zK-P1FI>IEG4JKd(!2)c2(a zN@fhnP&(mf`qm^GEBR4d!GlrDTQQui6S2gagOQPpzjng^^VFM0Sz7Rok+(;d5QS=@ zawHM!;0mfD#*dr@^>{Xb7B-k=

dL($m?zkDfUNDk)dCw*V8r%u}`Sp}vTNK+^?f z8sn4}-IzeZwHxRoe7*!Uu`~g#gttM)V|z6czYb)?0Nk0s$IfOwXy#JUXWeD^GK@U4 zGYVff!|VA zaIBxyUA4t+kf?te^zQLc-R?$$){Qo*+n+MPI41(i%k1`iHjOgX5JKRukyfWne{^H`1rL+=oB40+p0g*@wB2r-@xXC}W0w-V z%-CenohB3o_oUrddLr8AyDC-iPu^img8i*U+5fKte}gqGB7eZ1z)HAsDTvs#nt|-w zXhZwYY{tEgJ_1MXZX9MyV36y;31~hAJH1q&(r#NRuY!L&7LN914o;oOprV8u%1uF| zT)f{-0trpZA++4fJ&?+izOji8@Te6}87KdBtn1ttWpc`N?~oPoK=pI-6kTLm#eoG& z-_^3qH4B~BTUtLQvcm;oq{02})8EW!V1JoHKAkYf<6B;D=<9#qbi;7Om#XrjkvH6} zoCiximN8YzkRlyUnO;kDcDaM%6Skp3-%pi@-T6as3 z5Tz49cmGVnnskvr;7D-Q5f)+goNVcGx1V-&n|1vflu-`jzaA3!6FMoHomi+c;K++f15nrNT?Z2}mN8R~Q2|A&HQ0tD+ayUQ(V$1W7!KFtHnZwbw~k zH+-;lE{$uqF^zg_gB(0FHku^#?L5%8LpRaw=@bR3(hBh+l0p52D$@wZp$wOym9`@) z@IZ420vfi>z+2ov5HsJD320h5nNA~w2ES{xFHdojfT*8G>Ywz)Bw0=)dUjUj_`ash z>}_B%`SiOS-k^?x>m!QlS{bHCJ#gV9#4r?GOX9^H#bnx#nq=J-^(lNvMbi;Pv|ym~ z=4&h8sPk~@_79xi;(Q6F{HT)~kd)N#yLG=rnSr>uO-k~An$lrOFVB~SAk1yU^1LJD zG~aa4UKi`onpj#FfeKa{l1a?w^7gPd=R$w5^(}{8@vhSaD_&A@Z9rNFD-Ow?r(FE9 zkflGj+IxqD#vKAkc)i_P!0c%@t+H?_ z6&mSoV+~V`UO>-uAW#%PJFjhHDE zCn*Zlr2{ucd_+cH@?;?U-P^D-jg@UAj9U%R(@jd(n)V})bG)Ljn!28?mPzZXwy2zQ zZC`!m53eyluU5`aK6%VBB6Z$ybUdqGvQ`Wp8h&1^8rNeq_u#F>msQcly(V;2HN&E! z0&scb$Ib!${?G4H?PU}N_oa)6QguQ@!!Pp~g&8S~>j zzFdD?O;mJQ#L~#fX~NiCese+7#c^2sw(DZ@y~Kzga~H8nXr&+@(>XUWnw_p~>v-DW!Q%^jf#6Pa=ds4W13f9!@zM%Wk4wWPCo#z)l z)8@y=D~ZhFv*ix(0K9rqS-M-MtuX2Ym{u@hi+@oXM}H6Bxt95C^xY`_4m`<1Kyo-==wPz z6QQ!5qmz6h;E{vSnly;)$${EN-P+k zUtjX;(M~ay*ly*9=UC}!09N9?n60Sx>BU5xdOZo?3VT^Oi-Bz<(PN{m$@_Ej0``r^=OLU&v{2=LVn z!O^p>ABUSo(Iutn5MxPwfuy(EG#WZOu>WN-kJkrg{}^}@?;^65m~+L2*#@09te*^+~GiD|e9c-hwh zYVHuWtZlTvKvVjd=SW=H*piP5-o9&5ym3l{DQu4;-B()EO`Mi=GLQpKSnlKk7lb zd3Z&wpahD_F;U)p=y9>vzgm-q&F<$SY-o})#=B28Q~%nQrHc&>VKSYp=UfG8@wG@ePw;G9$ zrfKt?kip9}ABA%eb|IOzblh8|w8$$~t|RfECz^d9=?$M$@XWW+w}REVA6p$GpAP5| zu8+J+P3@$nt9|wvw(NY*`f4UT%}UP#o6WV2Zwi1mE3a53iEzWs)aispgx$nm9<0Bm zW$_X|im~f@%DpNGACRMCk5CuqGnLtXkEls&T&uK<+Uww%O_|aBgL+Ds?y+7b=B=~& z=J1f{02!N`E&NfZKH8EArsF0$*C>jcqeRBHpTRTlbbqj09<%sQq0nw4;RfNV|Dc+{Q4kITI_H?tOP zHnCQ+nBEet9oCBDb4Cl8hLDh?9|u+KC1#2>HyFa-^cCks@n4Q7q?>22H_?(X9Q43& z=yXZEW`CMZuWZcXY96rZrajX7+24N@bs^W!L3mSvg!26c5Zpi7`0AyXVBG~O$Obf) zA+D@&si2^2InmC*KTb#i-c8W~494N^@}1QE1-jB0`%h8^-}zZC&SxvL)vZb@2E^g9 z=izPEE-i2+>z)X|Z1AO;H*J3QL(_3T^~*RCaUx47*h6cFup@uKo4|}Fj!im@zRp03 z6GC-HL)U!LV4ZtqEpS$r^|5WS(mhAgdvCd&?TvNPn;t%HQm&>wv|0pj>C7PKC?|3` ziu$7~+3F``a`K$7qzZm5EiSrol~{EJUJC|*2{7XvcN>S!D3D2zXP~G?(7`&!y5QE( z;))sxEl>xtsKqzIe;Hhj+2=P?HY?0=_wXh2nl1Y8IO9k-I5_|%O7vTe6@d`{SABL; zGLTxu59(f0RgiGTemWh$=X2;)pf~EbhcHXe0fSiB#zbgiHA#xDci<5+U4A!8n;YSG7BFS2=BL#tMxZ-rki=p0ZVdk1XxF zO=ik;l{GY?hUh3aG7p)ZYt}<2%ySD};U$09jou)07(S^py4+TyG^FEVW3%Ei9n$BV zb!@Lwb1I=P54+6y*I|I!xfM}k{JXzoi5$Gz{E%N4wuB1pMdhQ&?dm!VE#>pF>4s$e zycT$1y9y20YDVD+X}rV z2RlW$Slbs#<{M8FO0eU?HZuwGdtGeb-O(h487&oj=^}{eBE6kRa5W*o@&-&qV`L$T zdVN_j*kElov;tl1S#BY*?&x|gY%>9d{2#gqaQKvRz|y6cKIECsR;EP*h@HGXEz_tD z=aIs}AN@_$tf2Q;`e^BDAzHPpOA;H&vs4Fjp z>I@UFe}ADLHC|(_Q;BaW2ATBfssai0XM_-~D7NK|v@T_OveV3I6;@(sS?$sT{!tKy zuII?g3xzj417O2u$zv9*6ifG{;~XDOtgp?mP&?g67%Lt<-G07@h!G<}y?)3OFGbh$ zM*HA4#3ql8&scrEP2;;|gC;4f@I6lLAdzKVwb9{u%IUtYIzumBMAT9ANh1l5ix0?FzP<~JGa!r_cd-}=5 z+b*Vf*Ufkv?ZIaxWHJLNQ0l!_L-liD!-dbV0rN};)8-egb4ml3tq~;r^=QZjaExgi zLFZg8G%{K?UbS@(UpCXqcq;3oUPeX-IPsp zJTNUP*RpPGeV6{iMWD40|rjbv7jpOlu!0%5@|3Jv# zmV|JoG3gj>`i~1$0ueH#Hq-0NEw_gZH?pJn7FJvH*EY>r;p1FCu111ZIgQ2Mz)jNi z-Uv?#k>_{S-Ob&rf%2M1$`Vm1*`)$6VQ^a6ksNgm6u-&kEr!X799 zG9(yg%Tq}1!jS+nT85o1*Dw24a`AEoa*DGsL7oT+Bltr~RLC4A9Bzz!@)-svkf_W& zQ6hQnxT&4=9tW>JLA`3v8~oCx!;IW+UBqVvk-%tHNUGUHUz4L>~T2n65&)^;xl_58VqSg>Wv9#+=CrQKV-l<^X zL=Xv0f=Ib<2!9maM-?(PiL{HF#U`kVHpB64n%agn#XWA4)?eabjN@H(&G@p;f~ijZ zx>9%jD8mR+q6D;1@UAUuC%Fq}!tssTF}~%ra$j-o7`_Y4TW__p*Rs?|SR!g*i4;O( zKNU$2Q-aXhG|g+)J4!>QK$+S-og4p;$n8&qg>tNe@{?IF&KJ40&X&z39?_4{5mJKZ zQwqD+%_F+ey1o#{2iDEY6J(BzrKx0IA!SQ`2e(9h$@nVw%Tn^`%@TZLQ=5BaS?5wg zN7?%48%blIwnzlKe~48Tt+Eql-C4qsm<6V$`8-<0zZPV`D<%SOiFQeIj+bj$+sDaX zOOt6uDoOh-k;-LRc#P&!kR~e@IPWq}v7|07Df~TWvgeWVw5}6z`Br;A)@6?ae;A^Q z7Mv$7Ccf-9csC{myv>KRUTmv^ZZ{aq#6*wk;&;en%pvSmutEVYZ4xs0$fWu{E46UWh43Y7b)G7 zQZ13M%LWV1@aunNj2rE3>4oVZQ8u_FS~%K(Fm7PMV|d`@P@Wp>TH$uQ%TozDADn z*;aLE+2Hj=i6E&*5hAOZ$?!hdTLChPu8u#yN6~*YAX~kSrBAZ%HNNMB{7TUJeQ;1w z2^Jy`xOS200nh#=O=+ghG|thqsX}TeZNTPMSZo}&9hX;0$iqb-48)SKrLoSJK?=0?<#|3PR|_7t6fwdibl?Z(&?%SdBCf=Hj$rDT=s$lR z2^B)tAD%l7AA#E?k$DuVs9dGSgc@G3XJxkFS}OCC#tsP4Jx(0F;(mV9(Vf+y5s53g ztKB|P1uxAIQkh;IFFy$mdUf_?X%f=sS_X31V_9&tr!f!yt@Io)TVbpQ@r+Na=#=x0 z6Gd_*i8Wo4M8}-5nrFD<|Fg|VOJQ{RVo?REO)oCF50s(mj|x_ zKaMH>NP4Yf4TsU4n6R=LV1AN%U(XpVGYOL*f6-p#910B*!sISI35uID4t(>TD%4Io zLgq$8eG|>=ogUoq-0!D}?SiM7_1u9JmvNxd1PQkkJ%4vpjU@J9vYc z&PFV*$rBZZ91@+aV%tj$&$=jP!2`w{z)CtEH``r!IYFK|s1{sj7hDrpHgo;KgR{ty zRvS$pgFT)WLMJ}x+K%oWFt0K*H&x%&f#Dw3y{*~x4em&L=?s5H<*;Gn>d3%B9(aa+ z4gg%(8~t$3rxNtaZO4J*;{+TZTuV&eS*N3wLhyq8Lol?ZtHriQ%ht9*0HM0|b5q?8 z&QTWDe*84yziv;B20Mx=*xg10-qZRa#pORT3~C~x?$Xo}dZqTZ(0?^&iziM()SH;6 zC!mvSI(-H%X*Qh)_&q!$2q#De{U$Rd9F{zU>!`2_ibF2_!0}luQTac@xgkL9Wb3&!$X$37TBXKI)^Rde z*7+*8wb-(R+Vkz3MLQ(a4zLQjdwfk{(!)p6v)blZtOK?MY$l$Ml-n$w@${wUmE_vn zj;DLRy>hntIOr?R3lc&TeTrY$S&3cRVQvq zeYsIZZ^chdU5|Y=04{*7N(;`Y`$?QUbVl`da!G3bYZ;Zi+|dj~w;a1{Vx_~qwnMvL zOLwh8S`FA9wPU^IG(e2i@>lkiTGFRn8uQ)a<>mm@+q!gG1e-#5B>wk$z*p){dd{Ed zOl`e0qWqh8c& z@Z?K+_h9WOLvxELsv5;1_l;T6_SCtjHY*#R@P5-zgYCsY@XQ?wp7GMO1tu$P+r8so9`Ez?H*so=A`v|Q7wRa}U;Jx)+!K{wNa4zKwYMIU$k+Ml zsB7JC-9lU4P;o*VE{7#IzBMNizlMT+ncu`BfLy;Y_Nk)9h#!^15Gy!kjyjiW!7Gp& zP#`ry?TLHRWVDOZ3&EoU%Q$%q@pDSy$l_fm60fb$W4c4VBwP4y*+Xrw{85&AZ~2QPJmEx{vvp=}80 z(Qh8HSGa>PGtphv3HD3hPp@3V-#4!ogx7(0ZQy87m$vy!p(FYyc3_=QWMa1BLYVG* z9D^m{`=G!+rR3L*t-!xW)UmdM@=0&ra4m|n0R`fr(xDNbuO{&l|F7bEk(<3A2p%fF zL8A~AwSFuV*dPszqui`rT`mcE+I6=S=0s!@<7j36>r?2b1>hlQo0BT=#=uz;i7=U9 zznKiVcI?1SeY@tbSakv6Zf!9ltc*Y^#@aUw+boUAkO+lmf`^ez?-^}y=5*OR)64UL z!nfQ)z}o5Q8_)a9otVIE;z{VyKd1%#w?B%VW)^Ns2!EfevrbS}r$f%w*l2g-{@Cki z{M3^D(P_LsSUMYxzE4YUfL44N2fQWQCELXh=cw>!&g@hiQ`k8mwApRjzSSKApHZ{^ z0OXkz{^>amp6QDpuC^Wb;ID8x8@tJroqxwhVyQn4-jr=~C3tN<_#kBmk_t56Zff{= zp6!kI)SGr%@JIQL^y4<+b!wr|i+tMnFtHgt8k)VImU5lQGI6ra>%t{G9{JPx(TJ1* z6yk+f4_b0cHte-|NJ0@$`Sb`UjL!~TT1B!&3Gl^lkL2EWXiy8dwwO>7u7yp>Z?;y2Gt$g8cbCrEowVZ>7GQa)+ zXCqT>Ue;BI|M}gkzr(C_fVy#8>4)$GGe7o$WuE`)rURp zA-Qb+53;alW*W~~F4ryiQvLp#RUz||70k6urvP#3_@Jf;b|2F#7Lpk=yY=Bou~$N-vV7Ci}5fuDKSA4(?xbFXIljUx>l{7rf+sKiTpQ)bcr?L#G`a|Ml918lM*31;;J zE0R#}?pEqCsd&cbPd@pk15v_xHJ|!N#>^xNOex7ILUHHt(Bx82JBg0+ZadxUH+_!a zJ{z|LP!G&fr|G)b!~0|$z$dGDHU#PY&i;XTdt+eDSx4Nw*)joH6UeM9!v0R+gq{0O6)+vKx zuqCGNy1=eXUjDMxlcxWK7(vIxQ^iU1*&tak!XJ@`C6P_|)5-a41q66tym`d3ZA))8 z2gwkS8ezWjFarBF9T=6nR8FFxxR<+P#rPol3`YF8uKoS7dHS1D4TYogc~@;iXRH3<;F{c>%Jc z{v&18c{+b>VCnlLWTQX`nS_=3d3<@H{73@R053Rs4NZYdxz!WdebuX|On8))12~cL zJS!GLEj_m;P*NH)Qc(ZQ};Uoy7fNtiU*7~{ukaDj_TUneDVgVC?Z|l(_$2Jv+F}3UVJ7)0ldLTc7d3 zV+>#;!hf-m5tMW<@W0UBRn^W{tnaaL24bxjnkGe;HutpUm73Lz(?i4*Xw~59sYfUA z1m5!tiIC;49q&U1zaU^xIuiFq9+<8bIgiYEz!JYD?gX#TctZ7#1Yl4jsP})T5b-i| z#fAnG&)>Rp<}|6$^3!b~8B3K&>l$SM4eMzO|L7Q)oBa&lU1Dp_J%5B(1J*nGpAUQ+ z)T_UgwxS7rAnFR@Kn+$BiZH9d1qsfffsSs^56AFA2ti;E*jNGudtZ6{4<5OE={0Ku zrdF(eT-*viys-h4d&~(x?3VbKpg#JWL()^xDax@b1;wzGT_F_d`NM|!K7vX^4s<1c z{K#MOMrmgpQFl$eNDtZocl4TGr;!t0T+gKg9%*`Q9Dx0*(V+2!%} z`e?BK>>@q-J|E@t0ygfr%8zcKiH|Snh;~(Iz$E$RxT$bjY0ae?W zs5%GUG2Ng8SB4}Gd&El{a3yf~y}1x1qObd@=xg3bE%(4cgJ7PIO`P>__4jr;rAx+QQo6nJRJlruG$R zOIUo^Jv(Ot0yLlM1C0|6#+##-34@9X2L3t6ef5Y&gD%z`7j00_ue$^=?Ob=0TpQci z06!f@2YSjVW`kyXz7w9zjuNGwRiaCsC~Nu+W02)*QM#eoZaLZQ-;9BK&HTrd24;9c zOt)7TSr0mOodQbgJEs|Y+C015G|=(>T~N4cR<~Uk0e-@2d&E+f%5iSt_O>|)r^-+o zrsRK%Zn}vUu7rJid}$42vIdWvn>Z|xN^bW3qwMwS3IUUqNUPO()J(w}rzn z-c)J41)4{UfFHyT1l`3sS2u=B5#Yrf9U7^zosrpnq|ji29>2$VrUUp}Ukq0x+qSas z9w#g3TucQl2eQ@0xi~gihdoPi+s2!C91GMBWqSErr>-IE@mq20n~B> zQ!T8=_9c=s9s138KBMNy^={3W#*#r6y%{F;ZCZ~!w5=TteOmz38xH#6#xAV0<3db( z_2}2Gs_&lI`WK(}L5bh+D1?GUe;%Wyangi~Le<4(V;e1&_vXz-kIHu4{6$vJj3qij z^!8UQzP^h+*#I=(^4HLF7hHX>5l>{xt$ZkLrh9dM%XwuPso#Rl4u_4!ZUB%Qv%?Kn z_(>bECl~>71x=Dhwmp~qh-)hKp8GO+i1<%3`wTkjh;^V(9W{&Rw#~GX+xnV@%_sKi zd&?n*N0W)>!u1VWLa?6gQ#T0H%bl!sZYJc@DAN)_bFeDg=2%gFArrzx-wOVqx{H6b z9$^cE;LDjDTyN4NoVsu;;I{jd6?&<2Eg4ZZ2JV`C{c;8$T~+TtZuSYicg*n$SP z2D+*q0}^E47M0(dSPA=rDUE;xV5qV*_curYf|$e`AgCi^2}+&_UeHlxj>EcOrO8IB ziiNl{ySQ=C=QtAsw^qp=ca!2_RzA)&C#S))2$S^m(u@lp7vy!#_%PHHsDO)AQU$SF)@N)NY!&&?fyfm zy=ZfqQN}+`Q2{gMgQI%E{u=FvCamUx_J~S#ew?|Ht|ewq+I^iG(r|$pVw+OEV}-_z zERI9xtXx<8i2Qai{gC(n1oFC9odZ3jET&HOwgNG(00+LGr=7~^q%bqn_mAo*f-zZ=Lu35mdW*iVJe#| z5jU7#$?;_7UTeE>d=SwpwwzEuF3)KH4~#bg7+;*BrCj_f;{*?{Kd6Pk8jub_%I7cC zbFBT!?c}NPt}A!NWnw&MV6oAK_s?Ro;hfjjO zdh$av9-bK10X^F%`Xz6^y&JxeQr5^R2DGpxCr}Dv~(E|QEY3qjUd!$ zXCfBMiy*pb7nf>1+46}K3W^b9i2w@~vHucdGuZu1C76bYt2`}+QAzS+o3QxZZvB5Sz!{J}73K0}w zUxmLb0WO7(Lynq3t$ivSJz3-3=WETZOTRj{2xeZM8!3Q86vW- z$0}J%wrf-OxYTJU+>ymE?}YzaDrnEe>Me<^uOh0e=*Nnk-KnRt89%QB;2Z>P8V>UK z=^XFl+vCXwOA-`Us%AFKtTkM=>XPU5!_=bHj+;FZv>ECW@j%VoQwqOB;N!s&@O{Mf zYS_T*IZudo&kZqZP=AyoTm9gVsy`--(47Ndx`mhI7qTE^eZF=qcf6Iy_nD&!%C(@# zL@w5${-jNp%RzVuC4dmg#$dT{E-UD%HC;=E4)W)9PZ$_f8+M$r)wd{}^A3B)pbd(W zK=tJo8#|AJgbv`oLE;A3^~UZ-c$8EEQh>nE=VToMQn0x>BWt4>gUqbzPl{m5mEc+% zuxq;MBUmQx8m!1?*s)UgdW=7{@u|-|&D^{QKb(`f%S@i*r06O#EgXG&p;FzY@Fs7Y zB$6ny@=}UREc-o1ir{GHw%q+E_$t7=+)7J^UPK>k=Ht&_Rjt>HD8)XFORlO?9-HIf zRT8l(6(ea z?o#==Nu3+yCmzuPa^T#(I7C<+|ENT*6hTifvkXEzNbD4B(abKR2etZXiK;eOiS$() z&Rtq+tF)l&)v;3@OYqjv$#oU+mfTbvnF1-y_jBAFB{tPiuzv6oh?;z!7_N4peF}Oz z&GC9(8Q#M8aR7lWAETRTV3H*0il%>4!)c-X-tXwiN$9YJHeQudd@^4yVw`=QgU1$@&AJV<@e;yEpO zaiZAD3kCx($+BVR3u3fbGIJK1q%glbd zsMXP6{*lR1*NatSf3)AEFA8|3IrkEL)y{~%5$jmS1$`Cx?PI^Dx^+5%$ugquTJHhV9`-F05ksk0g z3gj`2Sx*d?MMIsGRFozdsEUwC1?!hlH>XTgpnY4}AMWy#MA|0*ki+%gV04e*S>R06bQ2gQUEr zQafvHg>&WHS438|;n>_;W1`gBytqWBt=`r;lk{D#vijksTNa1( zZ=NjmdOrMW_-?f7l$zfPou;(w5vD1HlS7ohQC84$v60Jqoj87xdsf3JT)e3fneDhk7sSgkF$Y^M7_!Tj6xoog-;h0=X-$lD0B3rnQR{ zpTi|%Y>wU7e?s~{WWV}jd{|jpbf&65=h{0fiY~vfK|%d4j#|aG;PDpI94)Kz_g94} zUQtW6ho0IM^`)_dd zp7_-w|N1`>84#ouHEvPl-ao4@%_QM`r+6l?xG$$`ai_p_IgmWOoPFJD#>ydGYM3Ua zMLXZ8%hO1!T6+Vl_O-8w93Y96{;0O=ln5pI02sA(k$AN zW`*}S^jYOj${PxI2byV}?lbuat7cTx?|q>uR)wnl*TkG!4To&HIe62j#Pb;Wv%Y-` zRZ{Eb=;`GMpP4*aJy`5#R>W>x4t`AMS2qtGswgd}7XQ@5@F{ z)uU7+6lnvZx)&_;Lq5|@ThKPeoyeP3kekFHin;fAo}g(|udAQqj{Uo`QDc;g^0Nb7 zSB=zf6pD`!2*Ii-=DMp+%|qDow2G8{@9!Ok20icWzm>TxO5dgjG+B>me34YRRKCh$pN ztXmviv!yxsq($tKQ_9*7ow@disGX+L_ez~_Gn=RP{LPF`A+w%X-lLUa1%^jDE4p=P z>FA7_bG$9hgL{Ipghv6AzP=UsaC3pVn3D~$=YOq8=e)cM_p>F$Itak+xJuDjCyT->30c|CbCOy0NY*oZUT9#9V}>=c-WwCo zq7c8H%k2DBy=jQ%=o~`BoZj8i@4Kuc=isaRIl(C7<}<(jLfQYTNAf_A9!#`Y9V2(- zN~j@X5yeQ))JLTgGPMVK)!+X?b$>kd;fJq=nj#L#>><4~uQ<)nJ@q#^jB{ff1dpDC z0jK@37r?VoY@tya9rW3?IjJP?zzbZCTn;n$?$+xfKl}?$S$FOZaIu@A#&LdM=J1B| zuhqh-F2a5F#Gwadl<6-e#dIaI_Rrpzj+1avr{$n3zG&7ydrU2Jy~@yvQoR+M^s1UJ zGO6gnJ^N6^ChnZ%y@m56wf+PUsRq%)Ciz2s`Cdz|DZ=vZ>E9m*+e`?WSG~D)%O`(x(OisVL!8v+WE=zI z@W;pp$Ea8&QZ?&0HS2AeB$Hfo1oHq&bD`IbNzE`|ctnI7W9$Dob&P&EItBv_|J zOyrw_=VDs*wwLR&uDASVCYhZ-#y}1OcmE+XJ_M}YXl(!3rTw#-(h9LFzT+*#&t=Q8 zqIM=@1+A1v_!}A$duP-#$eG3*FEQHT7e`&^TDGS}iv#(LU%*(qb6?MrQL;_M3W^t> zcxz53==q*bVSQ4?Uq`-4YCc`NJQo7|!J9}<#QdM^Ars#ZOX^H|9MkEkjpY9w4w|0? zfdjQ`jgHei)K~1KN&G|#de+Ui1ex!|Jz zds0YZ2O)`F&ukZTM_t0$`MYU6c3h6!&x6zRF2|QO0%iIKoPgHf>B=d8Q(oD?ND4@H z89F*;^p3}EoKVc;eDkSix@xN5$7Fy>{!%zbW4W;+qjFKHLv&2S?t0eoR)O)oX*_pA zPy^~-@$?05NA6-%wR?t55(Z%3iI@qqxuiURcAu=u4U&q#t&TfWFT zeITy05t&AknC;Tja-gSnw8Em;G30WLB2iHHwwdM zyv+m6Ps8%4-C~a?&r}=C7%1m&NME>IkA!M3kuQ*51DPl|ls&#|4?`{cNYy3H1 zMie52Q)~1IUIoN6g|$tG`l`LASKpJnFOKovdhWwqrN*M*+zZt6!ex&n_6zC{>gD_f zvV2igcWbUwX^}AaZ%cuFs&0$G7)rmJr|9~)5T;q9?{jw~HOAJoecQ32*{n=|*eGzi z`U{6T;7{IM^QjYhye6br$uM9gYY08Z2r{xtdgabk>#pX0z0;RIeE3jg<)C5M1lY4e zZCkHLUX5jHOj1!4fT@a`MPFvR{Yf#C|8JokhFCVYW(IlRE+y#{k5e4U#G1c>NqZgu zQ}~WqmfZ5aaPvcO{__4=ZfP<@+_It5nGwE z_r1h4mLl-gzI~0VmCo3&`M6>CmGsZu97!b?qSuYI;eFd(oSZiyDJdw^gH*rP}+wMhMhf|f~gE<>Frd)rhVf?l5$9X7Erk<{}uHqGTX|Q=XV3ApLdr%T5MvY zXz2D^>&P#A{j^pJ7ors3^$b7W^PRgVC1Q~g-Yx071<*-I=F_cQRUoFSnewZe$u!1y zPgk!RkvW*?38}aRem>ekz#0T%M}djW4fZhSu%LHpPa{uJJ9I};YuY)N?EQ;8m&Dq|P zT8i!AN}d7@@o(&GS;W$nf?G6#vg}UxUV-J0yT$%6Mc3EFrXoiSF@T{IASOk!OuHTYyEaM)m9FsXMm|kCN{pT=Ml#^69}j&vb){eme4w zkKa~9iJy?%%U>UMM&r8j<^q70BBmY&46_X1H)O1tkFj~W2j}6*b+Te(rR->dosZY0 zr@NC2{A!jW0WEPWbto0Qic z+74x>f>3;!q1-CBEj7cg8l^rOiMkkuOf6)Wi-GvlNYjSE!$>yxoqS=C zLn8M|rn}OZ*1(9tRRtlZmMJY$uJbAN{`_d;YF~1x`H(kNAc-gx5~9#sZv8q3_Q!%Q zX;_<7M>jyBm%dZuO}bue0+V+?$Ap*3U)(g{HNYnwm)!PjoD3=VX>FI>gP-q_dgv?U zR?^94i`OA`1ekIIp8xi4)U^R3GMi5k{LXE!OPi@nmw-X*30MK$1#an6{7P z1^!lUJJz)nEDmA?k76{x4V1g*0ZPL9nVKc-SR*~#|3P!yA=->AndN#$uE?G+{<}xU zCl#qe)d$r{g}F6iK0rQKEJSZ=A$ItjV;ym_VwdrW&os~QtMp>+<48rGw+;n#aw9QLq zPoBKJFL!6D2{`)JekpQjgmu<}{~2EY-~Ogh2wrxxyaPP5sUNH*4M-85c!=;wXgG!) zCIgq{LxoZf9QYP~b#5?RJtIU(YyACtKbIK6O#BB3OxVTbbS`L4wrCO;NfC)%aTsABs246`0n&OEX^@u20HnK1q(MMph=Cz2l$7oe z7+^^01`CiD7#KRFhmN6PerMG8{dvDvSoi%)m&Oi+0TCVb52jrY9aVmk7ah^ zR1OB(&w?B$>|8^p#He7_rUAuqQ2L8#0zMS{VtDSY`{wQO+*WE?+wnR)?%mNbFNJCc za)XE)aJ-CV^Nm#*dul_C)v>%R15h53jtG6zyYHn5)M`!}lhQc0W~wffFd%bfCBPm% zJai0*)u1->>oUtL|HQ1jPFh0Zg*q<56TwBQTiycmC42?ub0^J;B6qs_D^R83;^OFoHNjorWeNDQP(HG8Z`ue$C2%=Pyt%PiJDr#H0n z$O(s~IdnMjNmz1k6}XbR?&1aN4G;eNc}fNvz)f4qs35k@39|lV#oT7;-zBIF!RAE; zzIq2bvAi?OHPWi3I@nmz34X34&-}A)I8{^ZF5ikKK|Hw8EvZ17+w1`KfQ;;Bu6~bt ze~~%&bh=SVN{tiiQW}%WT2ol%&cH3UA(75wgs6A<;5)%OA`?uNz;{9xPK{b2XL};K zh^9+>z^jtxU_1S!P|v`2YRXWY&-#2xhlJ%=Y4Rw7%mepMv&$u3~rqc?p^{qxkF<;I&9mml6gk`IJI~I=q9Eej;5M1=bxzH zVLk;bTXox3!rRC2N;X=#Npz+^{6{Ir&GjdllBi;skE}X0)%$cbtp2i7K@fCuu4bVg z#={k&6sFWuTs=WPer147#hToXh&E%`eb~0*+T^Ue~Obhal zIuJSqA_4Anms#7)TQAS#x+$iNC|f%98;IL@5u=*)Ks_6G&-+b|vN8Z7w zmJ+Q_$FZPawrd8dlGlPrPQ$WX@nv*>O{f9eZaIJ#9%k+bdtSlBV81dXiLxo~Uw}D3 zdi$}^bcIBgBI)yyNN_bA1nb?oVpmk11c(B)kE`5SfU&|&vm@;g9u?*w14x$7eX=-I z%m1AW$%PBCYqX@A%{Ij4^B+fA#Bih~fk~)2&AXeBF}N|CU&b>NSvP93tC^v3p(lTf zPSqqHW5KCyXwzreS}iT@KqHu}JsR9ugRN~jR;2pd?ox5fsusE17?i*#6Tx&)JW$GR z(<=9$Oi=Yk{vaF5$0Bg>mbhZ|n~r}wENgNsPeP`M`#CDOUv<19-A0xb81#>4kyhiy z^689=sv0 z%Sf7bw=N}j_miEWHbU&fw;;iwmykkO0!GxC9)BFXxZ~huUbw%F^z7{dZ@=hr10ph8 zUMqd~#U7o4;#5v$&k&&nBDR6Ujy{C%En31!-J@*@usC01?> zQ>|_hrb~1S+g4?Qd{>sm2+N)8X;tPZ^D{s7nc+Fw9+|Q&umHdwEiyHyxcuZ1UWxPY z7NxLL1^nwm3>&0zkzafI@WW5cI!yJp23l3k+O8^^DrQwtoj}-|>L}IQ=glSXl`5`J zyeQIn|C#`aGQ{Qq-GYs&@j3rjMMlILz|IB?CgL&f(IyxJTTdVj=E9 zsG0}rkg^D8N4AaP65&*?XT{hpE!DKi?u-Zz9)DjX}V0G~r4%B?Vt<@^&X zJoUQH+Y%D>RP_dX9TVu0l28z-gGfSD`=UFjrhVsGRv$VpK?ZBejwLQp;3%wV4;$9= z@m3|uyF*|_fzf3 z82!s;cb_4(?_g`HGhDhYAja}`nsr()Tfdp#cjRRum?2ALAKIV{hT zTeR%5ZdF#c!{iq;5UNECIjG{0>;ox06pmb(^$BHdFX!0CM!ljs77`S=d6&B?FQrLg{7n-lV#O=mUY-3wi6#I1O1v1fhVQ5*UT}M_bqvh zJd6+a#)Y_URM=zAVeI(39c;QjTv4~(f2l)kV{%+JB#Mht0a<5<7x)Tn$<9jw8rh}Y ztUaeawNyJq_TKyxq*e(#vKzzs{{1fw8GFy!gAnUg$#QITfYy9gjjZrm8C2}F(y%PY zfeFy6I%>le??qwGMms(`N>qEOi2Fi`ELF|VaS{6Y^Nk25u|5^_@XdPlTq~oNA+cA1 zuQeAh9_)h;1f;6)tq>ueRigPM@)hEvDbVv`U~79oN5_#wiu?7e4G>NhKEQ-!W0IqR zk*FC=d(KHjdoxj5rNUhB43H|9j8`iUrmcBhqA>Y$>ul3U3X4}KLFRh*@NEBkLsGC! zBhVVz?G`kCBDOa?CNTSGe363|=Y7iDvq!eY^fd$t9w2hU#l$d*{_-o%D156oklNlO%I8cUVtcI*F# zVTWDZduk_GWpe>wXFl}VV{^nl+pKUktP;_Uq3M0CDW@a2FC+XAFf2?tY!%Y+R^^|F%e#IbAh3B%@eDXJys|W zZDMqtS?g2ZpBff!=jQd@gYJL_r^NEZj+5Dc#aH%Zm6$AbIz;MfM!+MutVpi2jSN-M z*ng7355}W4z)O|Ly6xTI(baKWmEqU)g3Acf`td^xhp_V>01@@8H!t z6}mTjVc5N+Ew%t=vQp*{d?Xxl12~MMVH|9#_U>9^~8{pvSQ#T$qdQ&+3ai|u@1be^H%x9kmw zY+!Yb-rY+3L9QI0ggY-QJWwkA9JV{z=kemji(?OMUz|4B9-_ZbfR{n8bm0=p`oqUu z$q(@Y`CVC434jS`Ek+~?I)C2ZN&}@pC5PsWWDUC5Ts?k0>s@EFBTb)txDDHMr!bI( z{0S6~*Y1!EIKU9}V}5WN$YP16F35{Nb)6(FnRy2`Y=XybacFRZkY`>Djb(Ezt&!=f2o^m1+< zy1ZH=h4%5!9C<3d|79nDWiYhc)7P(*(8&s<)iw+k^9%;3?Z%Ica87JZ-#sjJQqW2K zp6C(+RN80b9FMFxJ^W?Yf@m17qfzOe4rA>RomH2RFz`eIs`1h(5Lrn-xGz;}{UaxY zBn?UCYjU9f{jjN0iU^&+kVq>V-6)lqt{1G1*sG7mRM=u`o4h8gHi1E1ViDzjj}ljJ z|M!dQP$dE_Li$EpVdlxy69&K~1YHY%%=6kzTD6$dODw9^D5&?mlY$&q9eT?F+*P~g zU(Ow-;5LI=En$Q&da|iVvT1E9Q8_!3K2Uq*XG&e#~n z*T#~)Ln--a^I?0zlv6-&h=w}nKL+qZrMawxb>;@;Mt6W(H5!KmnAnl_*ILP`%ZM&?bGJ5D= zY~QUYS+TbS9t94Iqxc749Ugp1h%I(|^{>b5ing~do}91?aNyVT3KTWiuLaztq2Y73 z^J`BW2;v|M>d4-P?cY^ZsjWZSzVJK;u&pn&G#rWQfOU4|^kaLFb8)QFs62EEwLqcn zH2Krd-7{)S{p{qn-7pB9KZ@5NN~5t|A&T=zqs6;moSNOv)#6g=9T1W3RH6^}3v+p*e@ZinN{imYxTFKO!`n6xVM4un&PJAzB z04~j=^SY1a=ZMz9uUT&w@(T=9AFhO`!(}2`YQI!C&LC5zNDlVbI~qy=W3k*R>JYVV zRrS?g{j1VEdWzJugs_;)b-N$yNK)P_CWZAase zwzT~eH;NwfQ}I3i`X%IgcVbisK6A-CG!mhzvlA}j?hF=9funlmX5J9R*7T~fm7Lzlemj%o)dvuUGLkkk zQ^fZ`s&@WoHmh0|h`bj(I&&Pv{NS@Qq{|HxtFxb9Um7Sf59YHSir!2jB58Sm7oo#W zOvT5#s0;3f$lu>tH{9MV&PPnCfSUp^2V0{oE=xnPd^WKv{>)e}uy)uP(~Ves89~?C zXe$(rwRG=)n?Ah0R+^PNFZRvjfb|F0%;bfsuS76-9LL<~0fEh5uTB}hK~Jy0rn#V> z=Pkn)1=cN0;~|_(5kU|>H+p!m*HdWPQk?0sJi@G&`NmFLL-^CyJ2?XoR6koqWGik4 z`XP1)Ie7dVE9(`ex$Lt?H>&cP;i^grpMV9daR1Vc4y=4YL$bi1&S>?{{k!lp4;YUu66je z1;qG_j}?k4_1T$A0Xp=4VhHvG<|{>GMxWoqb$AZ;NB0QZtG^rKdeU5MdX|)!Zco!5 zNilB%K;aYkk~7lK6vm*Qt&v;YXprYkDeU^L7F@SeTp}CAj){;-cadSsBxBc$CTmL+ z(FFi-ZvXX{%lTfu5Jd(&}AgUal~3gqRLb7 z;a^?c9m1I(PPSvWK9s+=yDju6Aw5uMg8z?dTrXAGC`JKivvOP;;GP!fQSV)V$gVKHY3i*wbm*zx&Qz zvp80h*7N&ZhKz&PnU3W>3{=Ce z1ehp^uiU!IM$2s$uvE2N>#ZoRKgXTpX&^cM>@=~;OnU-M7WF-dy@p+u!~NxxmQ|8G z{n^Td+`d&o$9#0z)`{*smaDdknsvcVYOC{l<#_CZPARs_i-UETpXIwH28IL=1!*C z`}KvdjYgQSQy!z#{vA{385rgl%SJU+R6_m8*s``py+*eU4(V0z-+#VTInO>?`QO8; z^6aK_o3fz8If|NdzRXYWtnvq`9G2596!5(a#sg7%zQkn0~C8eRs#U~)lv>UC( zb3@C62pPV|eJk0!@)fdpM{3|ecL6t>aq{&n!=$o^)xK70$bLhr8K%wYygG ziNe}|GAe8>X|D!2k+i)B?D8*_DBF--=-@K>8Ba}MgF@J+Qtim+aQOa6^a6;gnd+W) zLayqto#s<3+2Y!K%{=k!Xq)=JF%T>d3#8V)_8!HsC98~XF7y|nhboG|pT-_L;Lah1 zXJ<%yYqmzLTZ_;XktAi{C0F*3f6`XUS)&e?zr9~ZZw@+Ix3_NXgSEMEGRmrRL%xCF zhh;RYyTFffE6eg2N5<7+oM5`Qe`s&FjDeQe4D!LijZokYyebth%*Z_wk+etkeu(?8 zFIpyfR}RUV1Kz&Hz3)hv=}&oy0hZ#nURQa0rK)llO|4T>?bw_#u>X=Qs_1&JMRyXZ3NXpoq|jus=8f*zdAyZAbid)6>EJyi>{k#JT1O7W1z> z2a9W8I7mm#m3PNFUb8^!4A`(KqS2VzW6Fy@Ux6u-aJXoqt>^*n(@ioY9VX*Fi!`7< zrQa6atLHKbal{SW&?AJb8*bhBkaP(ol%%Zt(UN&fHpj^KSDkRHwzc58&I-yxm1lR_ z%G{BNmU#bX$=S-+(Q{1gIfRy;Mz1^Lq1N&Tm=c{_02EBS|D>rUj-$&onGw#>nRswe<4a|29lt1`i zh6Qb!BdnOW)g%7g*lZ}oKzUd&e>XS)^*W;iF;t`(t>!uk>G%q@_k z+qd50+P7k78g$Lyf(-Vm89eKg)4uDYv6YUh|0oPG*spP24{`Y-;zi_KlF+p~iI@J+ zDRwWkt(Z4Vr*A#7qI*{hID4Lx1Z#Fsg5VQx{Lvd0@_szYMZ(Zctp=*bY4+h$mIRb} zd=>$0L$I~imt+)Pp~7>oZ>)rEQ5^@se+y^)YlANFh~?Tr^4t6C?AWj^i^-K;K-Bu) zZHP-O3Qz-2rs5B2pXZS}9VrweeVkPO_Ses-cGU!n=U*~jq>uCR|F=hsfJ7JdCn}G| z{ku8q^Zkm6N0<+-TbLvnj^o6_zwbi)YmGsM+4Zue1n02TRlq#1Qwr+uM6}L!qT0G* zgA_O`X}l1F%fg)!svfl|syd_NQ08y@h46X&r5*T9#RJwSvo2*&33GiIG8Y-|%(9xe0bvG7#FUGOQ4BT$j)DJly>Vi8OYJ5`YBwyvf#B{`&3$%Sm5Pmyjae zxl&!bjksuz>!;a!Qs&|UfEy6kE}d1%njQI!^0>n6|6PkRj}qNs_jV%c-Qhs0?gu-x z72S4^YU61N6uKpIIenSB(=uVu)ZJ_}A0pydK)MV7sm*aBw@3+u-}&{KB$7;tY$l(3 zbybJ3?D=}~!$p2hLw3a-bqD;dthk@>IUrCZ zFBT$s=G?)OU@=E(*$C?_7}r(~jC(NH#^cMR3V=>TXY7u|W6I-tiLU;iafMylb5%@p zW#2Xs`y(VVQTTODPs(5|`Do;=k8k4XDjt!b^Q!D{?&4$dULJ?{!u%tGL}1!o#*w+V zw9MOYz)4hYsxyn_n=RKGweI`=#JKN<3cZ}Xj+lEakJ8T^V|+LZ!woBT&v}I$H|)vY zTrmyKGeNjv|JzE29e*3`+QZb@;dS}RqM*Zl8R6Ux1y(h!(s$kgN82>M0)IK-;`+p5 zkvRBlB9F35RZASr<#w-{s?5%v;W1INF`gC^c0}hii=ldOBa4!8bTnPkq2;~DKjHxs zZ#c5D{2!*Yx~UDkW)ZXns53+x^-*!A60;4;g0x1@WMbJI#~-X)t4T)hc7Ch zN?B&)o#=Wk=@=Wg&)2_&vdDDt92KwQCi&d6aA_^A=-%9=tj84FRr18L#A--7-@uO5 zcu{(Aru?ukVRHVLp?~z6#e!2Q>_@j5+5xNc1L6W(ez+~N96!4=YtQf=i=BTvPN1zn zld|qJUJ78D6`Dt%RO2<2Jdw zz~HAza^U8KA{H@*XHUDtq+;m29C2eeE{5)j2Uyh@N-ujT30<8yvXJ*5j^?_@3i>Z) zg0IlP)G(Amigfz|a|0Dm{m9+Bz_bJCwhPD^53IHlud+11$mE) zf-lkNN6n*rO?XteTxjfk|3^cRA<8VzU}WqfXs?zD3BaPc5Qol2yq0Q1(K{qjQl5wv zQGc9wAaC}7d8KQDvZPe;ef+=NiOm68sT$?yz-=Wj?P|2eX$GQr%?>~Pt*B`s@@9)x zevnW27o7)j=!RA=aHG6oPlfXH@6HK#CAULJ4cWn= z^8YZ^zLGsXn}c0`;qY=mwG{`JSO8F;Q>YrwNZ=;1q5A z0dDdG!g6jz!WPGoiVct~++A*UonQs<%=OH3ZH|QUmIXpUE=D1#OKxi@tPyMrHMTC* zKcp1(%ZayRJ-$5;z4VRuv74QU?gHZ2-TZ6f(ER7l;-(m~VEwUUG#8CPPTtx~T?ZJN zhm}`J*^9dN3DruE<8JtnRB+}@u`{zl$%Eqne->1GUo7>nPHW!)BKOOoFcnH(HrJ$>wuHQOoYjBs0x)!I1wW=ZPe7*1d7%pTV}6u82mbVuA{~XX9ETZyV_aPKXoZ}0 z)JJHI&Z(y7>eRvkeJ*L`IQ27^HUNu*7I0Bm>U(DOHMbJ&l1p|RW>n(z7I)`rH!|E8 zy(WTdVB2{M{D1a$5_BZg>PEZ*Vz5tsk~y5*{sZZl`B`!`?osVbA5*C+1@Uc>L}!;o z0DeaAtB7o3&AT5dCY~0W5+dZYRlr8P?K#${BYfca!?N*(w8W5pgguK^bzu8{7&mY< zCRuE=fr9+9n?Mq%*7g7_G7mJ&m>ajoVUe`*-iF6&2Cs?bmbU=^k^11@xOh0PiLXLY zF|5&G;wiWTM0fl;*8Glc|>-0%s;%U|L zZj_mvHI5qntbpRYAbHO^D<_t8d0b}7|A)CwmcN4N6mMHkJO#I^^n#8yN-)>5I4|`X z$qU~J*TS`_%9~XhH1F6E__aPq<92NS8Fd41fWJT4I4S@(KoT>GS<#U2f= zs~Prmw*|xAzI-WPkbYM?&z?r$ujLq3ol3h(+sdia|I4_bnL&OS+FGJ_i?8}EEo_4w zH||d!=MXrrRb9=XXweYVS&0p)VnbaxI&BBH%&5)AliKa_gFT`B>2PiS4zHa+zr&p$ zU2Se`>&W*&ST{L5C!?@=1yynB;-o-Ga_9WsJR*vg`xuMlc^%wtgBVmVjsk*c8VKE9 z`J*S3#p0==#M{!K}{z`|!dCh+Ixaob( z{9v7>Jz)w4{`w9nE^%PLjpGy@bE*z>A}K+}x|vP~-~RQ$NH}MUI(15SMh68sxDo0{ zo7)b^P^sbiLYq6m9;n36+zyR2y;ZRJEVC-YW7+Jl$uAOqZJzf^_H49qg9Nz2N^iJQ zjSHOqOKmqT=Nt5Ku=A6=Ne&WP4dmz9wg0BecSVuhqVL^XoM4PVRWFtfZhR!-$h`Z4 z&=Ok#?w{tu9I)~c<>*&wn6^a96A@izOa{tf3^~^Umi^5x)@!jd)pvD9Qc^O@VXC=d z0sAOAIy!Tx!cq5d7Ti+b5^%K!$GR`wJO@}%<%Un0CBMAb{uLWNwRd9&lzinufZ3m0 z;*y#dJ8ZyNIm-1N=w2x!D(R7y9*)12n#YpZmC9`O+u{Y*{S3L?Hy0@RZR2BkEK}aS zd&lB=Zj>=syGW8=Hc~E?QR`i@^Fkk9i`e~#@4fNR10~t3HnPd7m1&B;gKmIK;Z*O|jRqc3*%>%^$Y zMONOk#R?Z7!0dy5kj|n18c{SuxHvMg)e67;jPJ$t$MVUP$Tv~Nma2htVuv5u4D&%o zg(m!ZC$5IP8!^6^m~*P;8l{nLk2rIJ4d%rntv57{hHIFt1Z$1;21zl2Nzx zal`({TbRA|$)>Q)KQawHccu#GIXsfEsO|0TVspLd)ju+cE>i5t;6-pUX!HYx3f<)^ zWITOSK555rA_b}VGGD)kcPceI>QHR6<$9f(Ym!8RdD=Ps&OM0Xh&zw*-tV-!eQ;^! zNnt;$gNbcfDZjHa7g#fspQiM^NqO{^MdCh_49C-}ej9(0rTy_h>ih+SN}3CtQRS4x zc{sDoAJ5O9<-GCyM%*wqalFo*zbWP&l{0_b@Un0R#HHPRy0z83!F{=?E}r7l`LjHD zs1sR0D85KbyR>aCZUVs@Qt%+yr>gaK;rHy zgzvD3cphLh-M+nM$aCAK5p;S3{%^*h-Iq7lxLj8r?u`4=r9m<1xlLY{Lr}eN=$7Xf zXgQ^%Kv-6LUc93Ie#S$xtKKqLbe>L)RD-;h`2eW<(W<09@a(Q+-hXGC|0k?t-|dU^ zxRHbE_|wAuQHr^sdl&v$&^~*^Xa0|5q+9vnt^D2|)<96@*Mym_DtVu1zIRK^*`=nV znw+2)<~nZQ)ll9?nJ!j?i|B}y+4V_#v5e5p&{4~*R2}j82q`Em+ygH5Rtj6b~W{5 zvw5PMWGufOJFe_9SeL!CRt=e%v^_BeC1y~Fx2Rrb!nmR@M8ajG_-M^{03d&92&7VV z;p`oCo1uxhW%P7mxJr{*BPVllLg6}IxRA^=>}+zYP3H4gC-BsE$#*+WW=tl~7Rd?0 z1ot6s3k6kj^I1=jqLQea#`1eNBoZ&_?we}U0XdBE4XT)q;GaqC)iVLLi}R(-=6D^zlPHFf?C|tkOBb#GpoJ6+Jo*|n7c7HZ?SS2gYF3f zaYZ#Alea`^koo=&0m&TO$UEhUj#%E7az1obB|B_yGXh}y1Mrkk{i>^kx@?VH9G^V! zFN9ZWS1tAV#$Gci&2%)Va4;ow)Hk$CD6@TB#OHD{)1U_06wPUTLo-kBA|0Kb*P_(9 z#W%q4a0z0VRsX0UZ7zfM1;R`P@kISV$Vr3<4~dz5eO_EYiB9*7&-WEw-H2hd>@oAR z%s7Nm$pn%!NB63aFU&DoYEN7OVY+EqQrc2bxH6{3WN*&d?Roj1qPvgy#TDlhaI?qN z2b+WKs!qh}NFh5ya&}e_tPZ_2hE90lgb$fD^B%WW+i%D&tF~pLL6>zbJ9d9PcnBO* z?VDhC>FAW%F6!~`t@UUcQjCXYWsBcw8&ggSk|6jK7|$+|T2xdGfk#LjKot*ncy~Si zW(CPT(X7jdzN*);9;TRgc*twUDVx!9TOFAjEn3lDyGgloCqrqay@NkoxoSz@*8*ZQjoF zvJUXyNnlM3(iafZ&+UrCo3f!oQ78pHQx0ZT;}!#6yJ-st&-6n!l^Sd_M)^fh(B>0q zU@Aaskz#7uF^rZor_tUwiea;?&#?5B>cdZ5%um zOU0J?1q5YI!+P#n@xccA+sS_i_5^th-h$2x(L*kyu=ewkTYa1;B?*D*{k4`tr@1aC zY3IcOQ(h1zJJWV?6CeyCK2x7uQZJ9F5u&&ma zw=IJ(+`#JqlByq=OM79KGCtFhLp41>S@Ufalw1ukpYDJOizkcu0}DldD#GoGB^5d` z1WL8)BoE`8YnCP~i9+DM0V5E#s>Oo2dD7sg0*W zKPUFD&87wmj=IC~-vx^u_VxFW&n!|81#&E%Rzg>jaTw?=6a@t+FBX{xxTFj_b<3yR zZAtRnZE`J(B%DEp?p}C_zVNL1j!5Z~g}wsGr1^t0-~jmJ;(zfUS;Fy6*RJEub*Yaf zG%OfYYhHl%sb0E{Kv@Jrqp4{K;D$>)uvIxTu$5eA&{K z)`217WaQ?i)V*d^MG;fJ@FM*-e6>3n#>$Ehp@7&1oL6XjulhEEpA0{9UiF4|rKnix zIea|)Ol!l>cb<_qw#d}z&^;d`Vyl1|2 z)mHu?3B2gb@1j_oK<^|Y20YG6HH(tga>>7&0RF_WASY zmy1l)zN*$hG00Ep+M2=hs=*eHtd$g!n=V@qfFFlO|2{cB;t`r|0l0Jwm3>+;tmqJT zbb)n{M46ptHWDvjpk0$M4^ItvO9NsA^NMPy8y9vF_|<@VQphuJ&kvU6TWf;=zYc=2 zyr?aqv8jJFi5|WBJgDA2e;Zv*vu8ik9d<${u*~Sw>FW>Fx8B-X4wmL-DzSsBaM}y6 zBasA&?Ftmzp}U?McgX$s08d`h?c{zya5gy)W+dfRD$|>b)gN4q)Fo{GxU+0wofr75 z(u1kW^Y-k(8!tBt(_-dl52z$vBLLVMz5oC{vSY4*+f z?Y7#?ErGTKArxaa-Rv0>+W3@t@F-UF)chpyVmrZMqpjFLW+5xW3ipczVAv`2xm16m>W5Cz( zw!F=+x1utW`P?@jZ<=9}tU0Prq6Z{5&OZDeeDM_A{4M)-&K5%8okjiLe2RxyG3kNA zB72j%okIKi{B{V6Lqj%Ht35t)CQg{1t`*u*^4aA#82XTa>!LUU94h^i=*A5)Hl4Jy z5S64%>l5&}p0G+RARU2Q_XP%MiXKwWn~sRwg)GsSg24Z(Dmeo z;XT=!akOQrW6;rAd`8oJvuK1w4V_F419Pf>e*0k9#H#5D_(--!mKxJUr!RU`4AuBB z@wWX(*HiFaBpX`9ghewi9Jusmn-4f{>9sl zlI9f?o4O$3x`m>B*cSV4q*(D=(}c?Axcg)aO{(0U(r=8d_|orrA22GXJb&)%>yB9w zCQcUJU-@)7xVm}vLymS)L-gAS=w5kw`DL-*Y;74}3V!0OIxY(mm_UqGPgYZ@&0u^9 z(opRS+{_0d1#V;jsc8m)XF23`6lhXFFGPYQ6$e@2f-a;Mde-(ec20O|KMjSq1&3{!)iS=a}0juN_4&QJ>$b zs#GJ}3TIb(=IRmiIln3Lfisfw#;Lm}cul^%;aR@a{HouNlqK!Xv(p3eRJ>LZ-88el5O>pAcSpIs8!vpDh}|5TDqp#! z!x(>~toz(JZ-EyMo#_Id43_5+bW^D*Db?+`_7mA$oss~1^;zfXR*DG`!PV8(2IC!S zAvJDAr17p(%QF&D#xv)rZ^@uTESVWycjq!7`hk3QI2c|9RB|^j7cjb}019q7n>_WE z9ydelx;%&>ff7zF0j5y@SSBr?am=tQCJ357m(Lmp>1G5_P}1E{s(0@`4d*a4INX_` zn-EnGex??jBUf`Cw0NvOPB_ub%>h00_5>baOja9SQBx6`V%&?{&ZvQ|%<)U<5cR&I ziOdaaJJBj8rf)fY7xTWP&(?=>YYt!w6% z>4g6YG>{%50ac~Qz)prKHg||&7m`=DyKx`iXZtU2m1R2BYx7`rIlz02QhwgjZC_Qn zF-QmCAFlvOdx`J-?w1FcL`L3w%$U0;B6L0%LGT$ns%L4Qe+Pj~zBqZS9vU;O7#W|< zOk}suZO2I=38hpo>L7Ra*l&9MuFOISn}6yFd$v_Pd8ZotvLX#9qbLr|N<;BsPT% zAR~}bP!LEd;zT;g5!*4}V;+2XUdL%UW$q+uSzv{p6Y`^mwTi+ZBW8QuC41nv55B2Z zH@`Gg(e3&;b>0))$IGl=>BJcevQmk*!frON15DHq&;%tdM{8kgAcxPGlROde@^k8G ze8%ANS?T~BP0{bsj0-GL9PF(tUWSv?h0rcnM=yzw87#Asek199Ipre`#3Z^4?8U0TAy8KDQLC^rwus4T=L3%{*+Rp zTc^-jK-z|?GHHaojJ$551#D)l)R!ZI#pJxQHm3Smx>jD}4J@h~chxf%==+7NQi+E6 zDZ;U$Ox<^WhXX%zKz5?v8tcY+;W1CIf@4 z4?aPF)Hostq&kR=x$efkboZ?#F3)|}?nN)4Qo2pYn8!mfC$WM2BeQyn2NEwV>;1`H zMAsC1xB-({^e_TDMusLET08_g7m%8kUz2?@8=K)}#kRvb;DultC%1_}ev|fiY>odg z`Aot{L0X=hkhj%nZ4ILfhL#gUn}PI)#v9Ca!2_oOANm5SLfy~ft<1uqzO$zG(eLSIcrhS zaKGiv4s0^!Wdu!|$8SNVkI zy{PSN*Xuk_Y;@~9Ymm9RD2ptuf)t?4qDmfnY`qA~$Ik>5P6jlACd?$`Gm_q)i$n(V zsx8Byz+axA53?U>|1iA$t?fkf1$KRwaMf!WghD-CIojOHTiW0w22vP-7lSX7b|D&< z5E2AV2YXxmwHb$J@YJj>boBm_EWDoLa-I+r09=%PgZ0>{_z%E0o6qHM8qyvv=0!E! z>=}u|%F#|lQD3^=)T!KM-KDEiXG4r?+Yb6?Z~v(@@vEnm2xV&grE9{P3Nq>D)z2!G zKGvRq-9{(ewVH19rSoL;C+Bc>;(mG+bFW6I1@sz91yM=wJVr7xtix^ZNWmuoxNdpiB*_nfJLvtB11J%0ge15MKB|RGEzjsW`$> z^;#%l6tzF03=nc}G;8;OQ_iF}N1F*>nDh|wuzvhoU+>_|;uTbaq8&)+4GchDY%ewh zTGZ03f?vJ5Wp)SA?=Z&(UYt+b2PLxf<=20C%P1}n@Pg!$s`L7n?>q3lYTdR0nOBwU zpn%E$ELW%x)S{ih%raba5>q30RYe}j zx0xs#1rQSIk@JR0h-4|S0g)mrpa1(xOav5QKa>)N>wV(yu`RvKs-*-1^d>medYo6M zfz0=?Yc}_U3_&ou!0l(1C~jfVtBv^!xDg(djIgNLHTjyx$DrGHP82`%L^A>FNy9&q zxx5>0exMgWF*SnGd-udwE~%iuxQH-W?R><@nu7nT!xOt^rtYA_-tCr0uZ0=fMl2ci zUzRxYtiS%v0_2EaJ)=Y@|ALF7ZohC{U*7DE)oB&bT|^HGv1a3%tEkK306nh1H?#3m3>%nP7^iW=18~X&Zc!n&s4LhhfNXGOq!35HgVsTo)R4Nx zXETtdAx}ThDBXDxCLy zHXz#j{8YjH=d#26iBX>2c?Y+}7O(zJ&N-WQ{=qx!^cvt4&7c@-x<1|3kP{0ivOdy1 zRPA<8rt@`j+0t;rM(UZ-IAD_ z>GOx8c7WS43#)KP?rttx51mYBn3=){B9_np7qPhpcrpU;M}pORe_$ex`=5Yo0NMZqcPAf&V0YxR85O za_VeyVJ~KFy7QvAn`&4=VcH42aQ7%SuC-7ecUZOM%+^RQ14pkrvN(^>Q4FhKCa+~T zz_2=LUr{5+6tlN?zgzS-1sGfsdUYN=#$cLYJ+*k9-g~W-al%vp51$bTM)jerCG*7m zi$kRlh}#4v0|dmopP7qg5-xAae1fO#=8$elM|i}fA*b|CW+J6(fZ*YV>Csf>Hy?m{ zcvP>la}}LbTK>z}-VoGLVJy(o2=L47k(Vk@bUH9?`Z+&~q7q>r9?41tM6oRAK>j5r zeqKv{J?1j)&HhC!eJv9-#H1yXO+MlDKSc*zPwf{Sz`L~Pp>FFIeK`?Lr|mJMA1-?Ns<#8( z)`Vi@mtb8IOaAipptz}Qjw%c5poW!qL|s|aN{v>r9ck+`_09qs>4&#fnneuwj-0#r z37;JB&{za--X*EId$=!c&mgD609uASZI#|VG|;Y1iz=PA2&i(Bpj4+E!!5fLr_AH1 zM<$b9cT_4iQ!UXvze&q}M1To+9w;-%KH;_u9qtqk7BXMb*nw_pbQAOC&|DR8G~>@5 ze9VVXeOsm#mOCK&ldgErEk9T!>nVX*9DVn)2N?K$oh0?!VBFDl#-L=EpMu{gckZ-* zt(&H8ZH2d`K56U^jlX+SI_P!CF9eK^EVkZz-1 zUEe6c#rFF%Brlr=mpyGNKfE$xn|$54%m;8rh^?XJLk&YQEN3;U{-T=#rBmj0kw%xU z&9}d?B8XqTO@J#eFV}1({z<`gAE4U&rnFA3M*lmbXSk9tP&{tFe*IeI?Og)5ovA3e zew8yYJcL*WO$Bo1Ra_Fhdj1iJscX(31cr;jUo7QYb=u=A7}*Bp_*i5|M~Krj+I(>m z&Hn-Y7RSKsCSOOW)!x_NyIb0BOot<^vniw%ALvZ7C%dLUi`&M{R}c67cE{4pBovPWr@Xjhm%!($QWTj8MKkqR zIA%;XN5~?t0Er|VRCAlbe}Ze~8*q6YdKkBYm68StW!HN*;{cv#UEuS9H$5-&-~9sS z=jKd=%obC*crmn?s%F#5)UC*v*ru)Xw&}KmHlKU8F>ifFn^{DfDg#{ZMU`noN9ykj zdFRj4`bbl*D9m0jLmE*pl>tX|{?11J21D>|VuIeV)+3$an*u1wvy*Zd z44o}VbYBwauXZbPu0DC@+!r9BSRi}z4LQIy6V99K4OiMfYy(PY3C^ajH($?Nfv8H< zU$q^s3%%#tVZjgGFR1!|jJ|m>^S#e|yM5R9&%IphUW;>IXUrUP%rP^D6U!OycJCJM zTWSlqm*2UNSDVT1^B{G?v!c|{b)tLbTM88mHgjSqjSKGE{a`y)HBIr;H4Fqjl!3#Y z57L69g+sVlSfoLH!7dxIx8%TL>Gu}R^q7$L$z2be*Mf8tU?7Cb4-aGR2haC8s+KE7 zIlpc$XcvTdsgA?kJ@kPvh95QXZE@?4kd0<-$R)}oGMQ|l(hFFFB|`jM52p)y-`+|3 z^V*sm>4H*v6hw@-+}Ep^_$ZqmInJOW4I!Edfy6R!hp)jcwf>m(=Wf}M7Q`d;CK0nD ze^~)%Wm5d{O>TzKLYeD;zXhkV7#YV?H7%Pf2W9)-YfJYJo>nG%=j+RsT$DYCrYjC( zpYQWiz~b7T(UN(;ejNhLSN}B$2fQ@MMm4>Y^z}QKbybE7&EJhYJw!Z^rdRUh#_O{z z`YxMw=TZbwaOC)kgNMM;JK7Vs>^b?i6pG$bD4u8t*14Lwu(Zc^S|=fiKwcWOFm?<{ z94srbePdkBYUOoJ!o+&5h|E zC8OpU4fo_2)guJ8a`KJ#P1@B z^Gp@?DP2tcq%b&x_U!El8lncKnusWiweB_k$u_|pksP&Nmccg4RUJTCJyFo(*a{X|6f*FuHXyHv*fxjTkf zB=Jc`Pr3Z(VCQ%DU#`sy*V`s>Cuz!j@oJ@sGs*8ymVY&@FIR;55@eivQ_7c*QFEAb zMB}`D8fxaonLp1pNC2vkS`f4_rU%58U#X?2qUCE^*&zrMk2 zD_dDvJ{OO#I2)%RVDmmo<07I};xq3_E{F7jS$zN%^uHnfS$A$`G3+89+&n8{1Q7QN zKN-83TrhX7)i&wIA>D}Sc-M~rS>@hWa$zLDnC@Pxuf1(;8&*KGS5`2)`x>i@6*DHh z#I(omqh!Ei&>L0ME>!IDh&Zun+XaLC9OBq~lj`&Dgux}{Ij&CG23q##8FiFc86>qQ zxF4_(3oUy*HSn`_kO3b{m{>wULhG?IPwnmF6B!xv21ApTtz#xV9?6Che26ZqVVHlK zTolO1DbG%RakATD9ffWv!X5=g(Iw)gu_-0-{`yIj78IwS;D&u>*2qhS{6+JS!w3g# ziEOXQ&e}{zx(ZX0!f!3d)*^C}+>-d>+8z#KueMHpobg4TDS28oQM!(0iEDJ;!6_%p zf;7g*Xrai(#G#nLNQqtfhr8W=?;K10xp)mf!)3Lp&N+BryzOHAMKd-)Q-F;1}fTQ8--o5e7A_SZ0# zDrc#N=gr)0jXB5nANS{Hxa+lI;_M*nMR&bzqxwk9{$Y!a)R=*U8q;5bn0c-ZVUAs3(1-OaR$VN{stNdgLH2fbMylQn3Ds6%?+q$ z>mhAt37U@m@j)+RJs2LOY7^z+y!YTf#JY@^_Ey5HDe=Y&Kj+H>2l78bq8&9HXgAw+ zYMnX_NYMs8_x;KFX@Bn67f8CdgAfeR$)hLVLV9L$o76qO*>-zZ{iS^kYj|@L6Agbi zgah=ut&#q0Za_?L6=<^S3!Gt`Oej$h!8~~S`aIj8agLbru{0dk4e^J<&vWj7qYI%| z8$GNj=&%@u2&#)~0Fxzy#Bo4NLN2T!k}Kg7BV!XVmC2x5XmbOrBXCX+A~1i@)15zk zUR(~MlvTE2%a1PGlfCW*lo93C$#N47XdRwam-}g&ufZ_WC0)7@AHrja zNj}SW4+~%3a#j&nwdIvklp~?rh{M}=3HXLMM!A?%HlLm!hBOcxLX<~AQCc~-8NQg_M9fhmt_C?C2OuTAj%gesz^q1p}6#|y#;7bKm zt~Sj3P+rI|6*;3o9Z7kdJnZg+{En`NSj;q!EUolm#c2t457rHzi4z|w6lbZ=2|E?6 zEe@ees5X{HxR9nkR_1A&!gn*(mB67qs^FakJgK0h#x{J8zBLhI4i5-hzW9@@ASh!5 z4+a>9N&33?SiE6Ukk`o1OW6MsIFR?PSb?#4pr@G<@&+fW2;!|A4GIh&v8{KP^_@)>rE&gG}Tdd9D9J38W8 zt#>Ox)3oe+Y)-jMV+hbZ)fS=`_XY3pW-&>=^lcT9bQ(Tr+;F%tWQNu6k19OFr}x z?iam?_F})FmGDKr1t~1~k>%8nq|P{Y-(4OaR+L=8RkaXp@mQI*Gt?ub9i@Szz+B6Z z!~sqC%HG(X>wIQK|Djy?n`jH+bQsG zry+J&F&Mcskl38&sH-9&WQ8wDEQ^i3a|@h`kXrc@x_i3jB5k%c4&}X}J6ytMnt}gB z)b}-uwf#=dq0Y_luRl&luLxjO#^Smkt3@A5vk9i(FKxavqUJMJbBUNYk!Sz<6C6TA zNmwlNY42>Cdkf*8qt~mzy_us%i$P_P9;<5*;Bu=>L zCZ*sl+6)M=jMmv2e(Dv239KVT+ihvf$5tc`l|Wk9a5+(}fKSTcw;M(xt>2CqRaBU~ zncT)=mig}$;ORs$fFtImyLxEW9xtt>Y^aY5PeT`i{AN9I`B5hb4tN;*@?kF8=C1TY z9r4`~ow@+iEZ}L%`DwVkHsYQjhQF@fmw`t--c()Evt=pnUEQCah&D(AkJaOtAi3s} zM_E4pl1EeKuK)hUpl(#4A~P)Lq^lc#`blaof#p4vj);bRlwq_WPYV55Wgr<&_XcNVh9eAU}tHtI~uHuqM$ zO!d9Q5?#=$9M;d74-1{XWjM>dSv!c|zL6cLI#D-A#7>$e>jshpKv&?JuOaUXKKx#RH0SX1FOA-R_L^Oin=TTMc? zk$+q1z!#%&K$J_NI4ScU{kLw zMECs8>GNf2U8Ju)4{iLj4sKIBXFvbjI&cB5)Z(SBY~Zkpg4wa)-gqIV2#Diw_vC~j z&qXjhrwTLB6cQ0^nQV6op+=>HgQ?xIi-64qla68Wfy_bt*rLc*jqfp9!$e0kc9weL_Gp5x-? zG-p3K9wELDEE%MITb_O#S+dx9cPPqwdDL_PCs5cv(gjLW9?S6!{K1jRmfvVa*de5tQsM>hrjoF#!tSlIh-Ln9`30 z^J-#!$M2GqR3n>?ZrEZHIyEg9OTN$0^P?oG*sDJJE$XVrC1(wfs2UGi%%6G24uog; zBo`gilS<^n$S(-G`Dg0ps|kvI|GYhkekF|6l%sBSnoR8H49h7QV3T8>0JpS244_8| zOnFIn9~0gU0D+`uBZEUrsKE*P&AAHC5k&D?#@Ks2>d$N3oFnkwxuR9}k178ek@fSZ zzK>s!3?Fs465A0|tPCbVtJ#&spyP?uym)E5dyOqnKt_8Tx$G0-*5@ezzcrN%t&mnX z)HYJyAyCiT5-v?w6zSag*w$&Z8R%7DXD)59`5w!Y?<-t+n=ORyi#(m1>k|t#^GhE3M^sbv z2#Ii>u`|PY9p*akHLrtgr1K(XJbCSh0NU2$TS66Gpep<0KMXqLMD%*%qmr;g2!&^> z8#uGYyl>Z&Bbwk}bwZmvp;4}M9%4ZVlxTc4afOEy*0d@QO>L7!Z>Y!-oa?I&7Qzg^ zNLl|Un3xJ&mKAaweCpLTg&~vOxX>?G{}vkFO%6>YF&ckxux3p+^7S*=-YNZr0!@_o7-t=_1!-&>&Nh*k^V zc%0DNqdGptSKYX*Ya=)3V|;G$iMq3^ge6ScLpX#X1iGXPiqLti)VF>S zAt4lp^P#Osiw!Y>+Y;}HS{y0>9k}~}@~p8zrA3?vrg9hSf zHdf9P)1CDDxfve)^}P776bG_YG_q8={)L=gKrz{Y1(-xjLrBRE+yI^8y(pgC%A%C> zH3~XG_X<6udqV$_O3etOV!F&9A25q{;$pM+x@W!NsR`DIn;%hK7xcRQy<*czDflfs zYgPCj@ktq*_!QX6lq(jbknvW&>QbzSE>_Q_oQx?Qf{i@qF!TD#`zs#{EK1KY^vH5| zY=`!AR7gqu1*j9I;g~slA69HX1vjw=xrr$FCPm$Q@=a&pCMpzkY{ZEegtDub@IL-D z3`DWKM)~^$!{!tY-&W($>!eP;eEshi?)wCgncpcWc)DcdXmeW@d&~dO23qZMWHu` zJ%RnlU#th$v*o@KL-W3e?hBl>8!Gv0QY{|GyxBh8pbc7wL(3cH8~3hcN4_i3d1H?a z)KI)shI@TIE2D>sV|spL_pd#_4ZhcV5!y4=H1GcMUC(&IKGmzdB^B$gnlo_5xm%}K zJ5K;0_cnlBZ%)S45F|qND-|fZzM=5ac2;Nzs(V&zKIJrYDul~+EaKs*L|Ah<| zk*uRf^?e8<1((Vtj4@X^CH+bNBr{T>Coaa}#n%$R_g=Uuyv7IV7%Xv>d0wXAa z_PT{-9X*Ii23&XwjK#Vu=jcnfkNgek*jR+cJ_;XL_w;Fd^P^U_|lN^?165@oCIFlol3m< z3(qpyz~bBGP)RK^z>dy&J=&W+x4l&TbV2OotSIYJg^q%jioZ?DqoDpX{BL@IN8&e| zqn~O%d3YrnI}f5cYCA8oeQ*<^e6FGWw}aL-!c{3oE>LOyFEcsgRJ?TMZUBvF4qN{S z#Y_xe*c6v95i`cz}H>k*lNjB(W~9*^lqO@QQw`s ziyVEc(KT?n_iBpbpE8V((|8XyaLj6cw!2g%hz;C$;VcsL4z7Q)?B`tCAS2}Zx1h$v zTtTm7x1R@+`tVjQA~S-rEY$~5eEAvhRsTl#ewsg@slNaD0Xy=}IV`WUqtoN1j?;bn zu;TXO1|P>by@wbgoICtoaxzQ^z{pCAY_IdmG^OE8o}Mj3V}fX4rgo1O9F`PuY)H0T zU33pe@F{)&z{neV>p{_S34aNX3gKe(Q1N4^YI=9u{eJ3InOw$IHU5~d@UMWfcRIBw z9@Adbxq0_sn_ zB`x<^>P|50jcED>iYX%BHfc1OEQIjUH)Tg07RoAljOWk0ejDCt9b8n-?DHRR(!Nu1 z#mPDmHk5-rsn&_**1(!2>th1Gzc5aPACH28JOiLxmt|K3H!R1Jy-tc2DM@<1_Ssr< z5hAiuOQRl}>2~+V#81atn|O?rolBR7wF>QkF8d|i%!6q8pQMbgTYh}St_HzhEI;C9 z)vUyANv4A9|JuB9voI%}vsd z5SC5)L{wSctaa~rH+d8GZ(y!6GT9>Tb;|lxJJ05sGr_QmcIG9$Yg~b%dP;Sf=QIDZ z%Cm9qU866eXZ8?GAl2ziAam4M>~PEas2E9u4DwAgW>%RZaA0L_pg;44X!EmeBGE#8 z*A8MlEC*KvLMO4qvm)}{-#3Q8olu=Ll-Izw}ofgT* z+uPIBLC^N}dH^qi^vrPlweUb$Yse*O6M5OH=i7!u{iWD*P6r5x>!@zklNb#&Sl$%T z9PHJzXmyXQc4$5Tv_lA%tns(w(VTq0DwUF=&XK9imIbs?d=8nj0%x`c-8?8o<7(V4%-4tXP7{O%# z65W4f*+zrKc9%TZj{((^)w~`WqI)6{$a^M86s~URBkc!PW>OPU z`m>>tKaY7&=9PsqPnA@8X=t2p$1p%5_K^TCt%#UWLnfkRjhidfpUmNT(BahisY<6$ z;uv{bP8KF_;lqg^Td!a%LN9*)5)nizF|`?Na{k_5>^17+$SoYc{>XB|l3aAy+;}(6 zdx)!7pu>u@OFYz8g?_K`O6_0#CPfoo>Aaa@+RGO!>>Pn3Lm)wkhghGLQ|vXyRNxwy zv@^0qsX_uh*}176?G(scZ|Zz0SpTgtK95JSbt?;{YPGc*UWa&V+qH| z>*bl%50_Xab!BRFrpYCU=v;?7&J;au?bx%-iXR_VgB}D53z_6-&ckC|h2OyggK`L< z9Z8r2=S_7;I1DY?bbi{|e9X+Jo0gbW|D{$oiHX3>{QWm;ZkfzT{p5bZlc?qopjyNh zj$jnGf#)wH0eT30#i;Q%-9r!@ zG&z$eZO@&V&^Gk5|2R-c9U@YB{-OE%T)DXK);l+oi{dYkvo(^pHNOaNZk&*tT6*1K zaR*CUew5)^5{BwnDbD-QQ({Bk89uFfNz2HD2riaLw8aav!MG==E(ti7pV(3~`;VeW z{FeWD2B^;FnY#sf6+W?SGEaDlja}un2g|K2N-(CFZhTs+Yl+NuUp`m?eWvhGZd3AE8y@st{Ber zEX>Z47g>&2RA5+y{UUXpq@fgn-e#&L7}Q5iP>gx=F%%dHltQP7WJvjSypFIj!>Von{y5#^q39sm z2=6DQGZEr>W3_kw_FH59ggG5;rtF;ggCpA;_voLkKP=fGuHZOqP5xx}Lgt2pePn|} z26~@&fLlaF7lcq3q03FMNrLOWqDTGKt#4%_*jc`R|Bk3^q~&|6$;3}~e0U(S4TT#M zo|G0PQ*Ug6omoQsbbCl}9)xFMo1BAb+!==Zo+E{apm0Z#ti@Rh&@iY4LjBn`9?o5r z4Y?F2z#(8g6(sk~_YySq8gRp=kgqy>jm+jwfVR+&4Nm<~eWRsP9gEFPsd^?$R~c)Q z_VJBu*5Q@3uok_hg#(I(Yj(4$P%Gq{yItkFI{`hfd~Qx7^-`e@9|u!HO9c`FBpd52?SaMDZ9UZ61qlsBH($| z$;5b<73uy;=i-UBI4ykxgGy==e+u4PP{nVwMJ-@`a}maScoa+}k`P`+P-^+R*uZ)O zrG`dXETf0rQ4S-HDeG1Sn$oY1IXs+;>D^Vta^hw+ z0>G(Z#}XIU9^jBtP_V$*FkVg#@KZ)>KfdW!yFg84IJut7w{s34GEgowyPLE00vF&H z5(jIZ(G-W0UO2S91ow97dj3|7Lf`M2-a^4WBlH7`uisqI$=*+L87?*aN9ApRO-8(> zJeqhc@!$lYJWDl~-c;N!SdCqEgZhHl5$c;O-Hxhds?&jXiKlKK#D$Y@y{K1q zM9z_bum{3B6yIBh+F#fFQ&JLFGh2?U@%8(g7Iw*yuP$7tcaIOV$O-7|QB8u(ZsyOQ z9d?F-j#+5gzc^PUW#lJXz1F>qD`2ttdTHy5htt+~FC)ysex1Q4G#R`I&&;9uEwqBD z8{av9^$}7DChrgf{QwbxkDti5Z{MJW+FRRQ6%e&AAr7rRSSjzrFH;iVZ5FC&=jG#6 znq*!n&AI~8>x1ysnANXL)~ zuIg{(QKAhsb`j7Mti*Ljv*01!h|8)!0+_}Y+zVonVPZwn($aPG2dc}eAkpj3HSj8; zfx44XR|L1k@aU5v@&Dps72d?IJIq7M7?jk+(4tyGaZDLC`57+%_zQ2!`b+;qjwVV_ z%?MP5=Ereifdtj~L^ogQ;&hKIjr>wY*;WP4WaLzZ05U0aWhu58V(re*bCr9s6YRV^ z`f1=X6!)>hq%0mYGj|Y{_G~19^{Ifw(xj`(trkSRK3sX9Y9y8svqzauwU%zS*(gO* z@jk16K0nn=?FYlGO0oJouGf51qK?^CeA`dt6?Dh}C;u^KEdexJv%dShE@gpYloj;` zma;R?i+3kJbQ%2Y8vogavM#|JtpfXg37CM#-udN_(IRw9k z_yhDm`gNq)2@1RNRXTZEf)A@)N{zZ#L?G+xQr>?}U~gCYvGBHa#ifM6Abr&9rm>_> z?8z<{mSvMJrKlZe(BUZ@R&+T06lb#8ysZytaVs#Me&}2yBn#!ZDejhk-^*pY+qm-v z3_3MQkdIT*qFJ6IUuo{C8HnbiyTN|yyR}4BMV<)HzG?RWF1C`CY?aZ#;~@S3V^vA5 zhTHYHm!*D+ke1{%e9haZ-2&5R;U6s5vYn0gJzaUsTFg4Frdnqh8D5Vh{|}$r{|}$5 zgtoN`o@mJ;&Mlzq#8O}J^acbSDjTh9pKoiJc#A05GI%sykMyONq)h}{hc|2eajxG%`w5M6f^7c9jbgbeJ2J!m%Uk4-4xi|J;SexOFvUc9zMVZEC5s&F6M zceyZpfPM$gpwfHab$8MDNLY>qOPwTb8WL&mtXNww!VZ=uO}Hh{OVvzfSxmKyA54s= zD5Ib1d(8)67%I6Hby zzrFeq+dXjrl+vfZ>&xB_ia&E*_QgiwUo1b8CX}vjT|rh$0pHD{%6dOA@Q?)X6!6}U z4Vu>kZ%cz?-u;?|mJ9yyfqCI$yQrG(kqyhtEUN9*WLsyuScDO1lk{GYsj%G|J!#r6 zCF(g-_a`@v^K9;HUn*XjFeFRXbD+F2uJ~jOJxLzia60E10V^+XXcC{D6P7k&8Qk}* zWCZVjdF{~jMnTKW+(bS;vZv6?6p3dKD%82^o6IfwgR|?m7|Z=>pRcu4hthwFz1V=cG9F^o;3`p}vJ4 zLWqTbl6J}&+xa}p&5M6KFL3WK^`^G;e|S*Yh;{R$P6Un~@0+W6Mn}>BpZ3hf?%LIA z#9$;ieonT_)1RbX`1tDB5UnivW>?Rndof+vUuC;eEpl(_oi%T9hqAbF9_tyLzj&LY z^Zu&1UD^r$G~S1ZGkbh+SV_1})V~xX1L=7a9=VUi8lb7LO;?llZ6)K@ZE3+LMUO60 z_7DZZ7-n2L{uWtS_*-GOqAb}a^2ztc?)W2e z46c$*C1Cq%Vci=pRswvRV3r1LR+4**7Q7~31Xl44P57o$O~#k|n$KDCQ!;tEi>7BW z=mkVhte&zqfZn^Tk0P)u#B%W6R3JzF^;qJt`)lacvw3FxBFQ|g^U3X%K(#qQKAq5p zaUyrJ&z(TNnf`aNXsIMp+9_ly7w1;`8WPpe)Z9E`XC~=d}{mG z?OX1oI+}>LG5h2`A$}1oa$k=opp6(lb6Bbhi0E1Voi5wawm7qf3^`WwITcTiP$L_+ z4!DFFmtN_(3XN3khb}BVFT0Bl#Fh~x$8&C@3bhjT>N%12sU5@;W4iix@WpR{={uXv zGyNtTRxA^uU>$e_^&5dfwKsk3cT;liM#xi{Jv9H9QQz2(IHg?GQCa73@a)ez_$>)| zzX=N`vT$Z=W+BH}Qrt&?_X$)cq<(7QHY*4VK+jn$So}~x>EgwM&W)VA`OnuDh7`55 zL@ZRswqU@bsD3l5Gg1v0#PhA#W(bxMw8Dhl_GGm>j^zNvlTxx?N4AU3)Le$hucN8 zI>Os~T4rvt4;**+(R$>z+NpF_=68gzpZhDKHUmh+UV9Xfh)ELOwtV}V zgqD`Jl8|{>CLHIOHy)V`GaU&nen`-~@#g#qlNwIJB$jg1)gjU0xYDI46MK>NSR2Qm z%`GnX@?*kW->GY2P6WWT6bk4p&3Z`wyl6k7qFP)p2)wG_B_pu4s<&}Bb%_Ucym_#H zD9&snyk=Lvd3kYlA%k-y<%41_2*K;e%Wh}5oz&UEV#IM3j$SyLFZ_JzqqV}x1kU>X ziip!p*)Of9E6i6s#|geL>k5$2c!aZGmo?pRzPR0yu0_&H8; zyBfZ0#=&CCDE$%`bBZ6YeC-=oNC~bGv`29GK0@lw!FnZhpq>54+{zA%!1?V>YI1Foe54>8t}CP^|g5nen2K!updo zcW@?;)Lyyp9C}b~RZ|Ocz3^o3q;hFWCR$NOnOxazeIFRq;Qg>w*TpcoR%$RznJX+z z@{`Jy;sorUqU-Y$BG<`mN^VEi(J1oR#S7yB>O_%cwKP- zM+BA{@W5ltfCGfT2UlcRpc=AQLb+uKqqDBJsYWc6_f&kSch^b=khFw8J-X#|H^>0#i7&NUOOYVd_0X$#<`PLFf8Y19OKdqBL7!iM?z19XW`B zctbfU9}Kj)EVRLzfLZKEtJ5IxJ$>#Rvx4Zpt+@Z;O|ZtLBV8iz6xz2}+WXBBlf^&6 z%$6i-Iis4NgYT!qG#9y0m~-7#i-U|?rwsG7>Jw7E`QN)D#E^)usJGv) z?jYu$H6+U@%c6Yq`Sa%!5FN{<<&Gjv zEZX~tex3|Tl4>`l9^F3n#c*mZJGv5ui#BS^T!-#gG>5o+<-5ZW~@e^dimcROI$ zta7hpHF*m6HJPJ!1jkHLzZOk_0$yEa_dLs&5?|QpOtNkEWfjNb?U*w3w|`#;*o;9I zk_%4qRRfPd2qsnt+7N^Za$T$w|0o96KV7Jw3_V^0U3}RgCjiuC$;+hThu_3cCLKFF z>U#Akb9w>TR)HU-tL{PFBUBwiV%ggLM$L6^qbuWL0-Lrz-GHxuSY|DqX`FxJ%`CmY z>+BB;DJ+57lhluI*@~o=7j!4v=sNe+5A3d=5<~53j1gQ65&>VKY^947|H3m3uf`k* zeouqavQQ}12KKEYMA3lG4)G_``wLBn^6r1<96H2|8+Q7p@ZQm3XPG@0G9hhwb^cec zUh`eOR~GP)KF&q!QkMpnoe*Mydob=m!RB#ZEfS|GwD+t5eNYs#`~&+Oy=qRRNfo4R z7%p%C%a2s_oAzeMF$WHhhuXtt#pjPyjhEbcQy{&G(;TrD@lG=S$xMO(#YI=mJ2vU) z<0 zZkjWQe2atNZBBPoI}6^5R$WDQVoHnui#3z7E@qT8>VwJ_{YB_Rm4o9rqZEC6z9xuH57Ra=JA4G``{Go;9 z6X2ktkbHq$C?(YEL9$GhrgZw+1k5uq{F-!(groXYC=4fG4!@{UoS?|+v!X6P|>^(+=A;c)yynT!0M`;{KS#Jb+4 zOQgrhtoRuKetIAU#DkX`!8rw443$aSuDx()w}in#EeWD}ug`wR2$VnTOOk+{4^unO zA9u-Nakx|H_V}$FnUP_;E6#CqTg{WliK!pVlms)(X1@U+SyjK%7{MlcL5m&RH8`Vq zD2?U>nHV3Oc;DeK9|;Yuk-fk31ez|_8uBpstwDyU$piP$B@hc7<#XVySdZACqF)s9 z46eHfMb3{LwjTz()UJ5z7^KO^)^NMpIJ#0KE2S~&3|(~P){k>O#KbBzrloTmW{n|y zzEk#CH{;kKapJvln+99ao~RdyYA`ec+JDQCJ1x=W%v7i-B|Y_ zpA-l%!Z`i4&L0vv8FmKxKwX$a$tX03NmKDT*EqLC);PJuHm>r5$uH<^nU z_|QV?&#V*4lT?q>V*W!9GI3@zJmC#ic%D0sOAl|b^g+?l#6gcYp2$voEJ&wBW%MhXpx-UfBamzd=D2oqd#AB z?2GNpfzI80x3$RE-Oc9z$LI7P#0h%c*))*b`tU*({LAKQE%8lSVTf%@AKcT|*B`tr zGv?J0C+IN7Z`_Ol5!Q~vyR(l!*!ELvR2T*>oXM*U zvv&8%%Z~Xs?hY+H#NyNzkzgtE(l{jFPQeZKyWAW*UJXm`vnjlefv&w5RZ=axsZ1tU z6q4`X=ykZ3MLfWSYtS>hNbbOWv(_y5ZT{}@FknV|x?*RuRQKQQECR+{x@Y zFDsJEAoC9UW*oa}2bjj1&dU4&<{2-~tj&I;OnbBc&9Kd}rb1 z++p9~ow(shx_r^1$n9HLzz*Y+277|8NG&j~q#$(huMeU)hl|gH)P|=-$;e+S1z*+} zE<5P9xfqpv;H5WXG2gi$Y}%byCX11|U1Gbk;edFvf5N5W^Y=ozM~HI&vK08!q~ddI z9?@N0_5^2f!|JnHj@+W<1t(!N)jv7-J3u-6ST*On+G$GjjtfbWtG%eyb^^}I@?wKz zX}(|KQJI}eCWJ>Flw1uhG*tzES?dY&M8!|MG~)#bPV6PQFXKfam60~>Tqco(K+WHz zMLh}KpfZvE(M{N@B=WTS-3iK$29(JkaS%hZD91CYb(-$fLN304Lq(uj5uHY(Qs;0g z^k)H3nl|K;<^=8IShP!)CAtYR$b2P1!N3Vxlu($M0|acWDpZ=okhF`?{U;oYD&jJ{l}hn(YMyp9byJsfEE(73j@>DUwT%jA3gGMjfXE8VkSPc7cHk!9s4< zWE{gB%@IqzLW&XWx_RTf-=iHaZ|}53(mN}dFPixHliH}K4QSb!#h-QCk#1dJ#?nf4 z@icg3fAc{;ZO?NiGO`RF9qt%qYx%LyuZ|-+taW)5O#YiVLDw{-(B%9UaM@&>!*DR% zH`9PsXl~F9%A>RmM5Q%6JRFTyg4^>?2o-jU_YD}#X{JX*J2gD!8}>tovUK*-g*MbJ zA`gB$v&b^#55MC&jy_T8rYdcj|KqS<$jpj?0$$vX#8JzWPCxgT1 zIyK8hJ(P#LVbToK42&g&Q2Vk*Cognop6Sg=D9c%?Vw$vIu2g{ZFw*-Ek?tr_Z`YUC zt|zC_kLtqX*mUC2JOVCqWiOdZ(Cvl@RfX!NSSV9LWTYPFOotwic?|o>zVFJ#}(=2j&K!Kv<(nVet#bZsg2 zb@@4cXR-vz9l2S?R;O;8{sb(ImPX}~Z+kefbX&8`HeG0YA`}U^k@0Jw&5-sv&5#T^ z;f^dV{&elqyhU6#)il~vg#@I>do%Rdv@KRS-=uS|>1osSQZ)wJ?KsQpOu0h}HXjL% z){WLqAUTz7=`x$?_$wAyr8mVYox3AaDy%{o`s+4pKY0lIbhh880zES_BH%HZtcxY>eIzUNu@gRJ%W)$*C_$t9T-#mGVrbtJ$M#DH_Ke zFDk^}q+#`qj1+=FU+;=BIVZzEvVhv_XbkiPkp*(*{qS}&CFW*HJuq1tBTR$QXN^xmR?3iw(QRa5s3c z1+P;0ZX)iwB3k8j^aiQDH&P29bCJG2YmaVM8UCdD;r0p*t0*8NOa*EEzFJR9Snf3P9yEDRrxs!Bg-a35QSWJ^2K8W6Bmi!&;W-L{)hw=+=1(FO=VZ)~^Bw$wg zjvP-MDCPH%VXt1f83*FkW*}G?$``WpnbG4X!YwD0*76J+-*Hy2wh88$_j1~4EV%IIgW2A{2vD5)V-k_uo63%B;{QgQxlB1(nsd*fvV}s zs0nB`C7ou@!LI&6%*Dl}tA_#YT=ANmE4z>a(94s2Fb**{C^*N#TA&WpL4e2`kUyIl^Y zQl2M~j$U>TuwE$ zMLu--riS2Wg#=XU7XavWMP=O0Aa1HSyoq6zob!(9Ar2OD)W+;2|0b`^$#ZWGk*@mh zR_YY1$@VC=JkL^H8}13bAJ(=W~xE6BQNxxw)xU?0C)a zI*c#k&CQIltoWkNa?A7x|59PcZ(vu^TmkOon?e z{mTfn%1VmQvTeMStyah|wVt}^Evv(#uK(_f%YO8Lmb*o;kkV}om(CS}L@bf*r5mGP z`&W579^$GpZ5~lXXghHHX@TEg`}hQd_}RS81DrlI(egPhbQgL?!&@IMi0gk8Aw}(Y z695*|mnqphr|3aiwA-OMo6d*1N zok2=5VCL3;I>Vqg>8$0_QaA{1u#x07wRD$+lA3ut<&ZsPgI6vA(3HaQ^DkFDRPJ_HmhdMZL(UL_7roK5e5e^Bk+C z>sHxc$R0%SBcar_$!!Nim^O1AHP6&?2Zh5xC>`i>%|amcXy?On1Fl}G&whf(KKLr$=10Y zq2C`^gZB;POI2)5L$V-&v>nuT&?wC?gSZdI_9^!lJ&plpI0K*(vx5T54K?VxZnueo zoZ^4SS!rD{X^gE*vWA9!Q@E6_>XJL_>2n<_i*Cw`&pUQ&bxtT*ygHrmjS4lC>c4(9 z3Crw&WcAT$_qOH+%iffyv3^%Ro?!4`ovm^ZGfK9ZF23j?)&z&8JXJp&B?gDJ&X{Yy zSz0u`;Au|%VG2!Z*yU}^`5&ep_T`i9WXOV!qOs{vb?(}E^f%op%0F@?Bu~o0LS|hC z6SSISuN)67Y47Pn7w_Z43DCFjOmF4D4aYQ%_e`a}h-}CmFA|KnB0|b0!qCa+U_FEX zzd4a2^!qvcrwX2}3y-;0{jssIh`nRyhnUvb&RhX!a)ZqW_ta%i@M+vrQTcnozNEQ- zva&Jv!)W&JSBqYea-B`z%X|90p0l#E`qk}`h)#rlnHk^%S|oyh?k*{&yJp^~3JdvK ze0*=O823=xB0#J&G)xBQht7;nL&m|6m^^yOg&O z>G%cl{>>i-DdS4Oya&O=*QD|+ zRJ-)Rf&=zDacw3x55Y9~UQE66aaHWDJ2NAw3DK0o3f;njW`!RU!uPUY4n9d|J1pC! z!#zT%<~-tcL^@u|20J@?I~{H_2k)q0BD@o)nGd3Po)FpbOcdC31i;n>oR8P3I!{Ko zaJ{8NxFP7q$uH#_vYh+B$!tzL)O{Zxvek8SvnBM%^zCmUdy)Z+XaCH)-p&O|`J|p% zCJt*NfrA)o>+=H~{1edc%;>AnbO8_Xj*P=t7wA9!#Y%s^fOCYvJ5|drcu$dZw`Efbbj=PutEmn45u z4fLVN|MU%eRf}AO=!z_?kvlC4j)8^L&>hMppc*MG*f_?f8;+>M@TYpNB}Q_ko@R4N z-D!*Vt}YA9nYv>45_VbR$Dt@(L3sJ%+6|6&x$Q3llO>mS{vTg&85ZRhwha@4q97(n zqjW2hk}3@X4&91`bTi}t1}I3EGzds{w{Achq`SL2hkifOVvz`6@)I*PZtuk-|$>%q)@c1`EUmx6C13aFCy4iYs;y2Y6IctJeW;&KDZ7`=C}AkG+cbF*6~zmTTJ)Z zavmdcqVpLjcn4AcO5$u=4%iusxK?x}apiZ>mu<(GK_#))?~}ttWl<~e%yq@^y*<6a z^j&Ccv{0m=Zc5l(JF@&lH|4Xyw5`Beb!E1B%Ghmg zF!^yAOf~yQ*rXtzZ_A^Q>vh6HQg~Idqnn6!p@B`U7K_s+)Ap`LVnrZ~>v!HfVWRp} zSdUW?EUhoubd`&5oYcpPSiqrJb8o(D&!fssZy|q`_37xKi1Ua00TxX8cis zxIJMrRl=|)sRjO2=o}hhI`WdzGB zLKcVa(D{~k1bKlf2p_n`KcdV!l_jZ@aTLA0yznq#6Q_+SJxCoo<9JDj&J6@Vr=S=D zX%qZ;LtGj(+5p%ap;SdCL=dR2%U>sUUkui=Opm z64cJ_hNs%6!oU=C+9sm5zmLsx6lyCcLG6Wc(Au^jzJ`7G#eHDJ-#+6@TV)Ok#!6pW zdd;L$S^Uo1J2Ocs+&e)kU@WjaK1^c%V1L(k4e7i>b6j0hV>rr#stV$AgljFoTetj* znZVvnVKt++J{R5!&=s3w0TCeM;_D|@lPk0I-Iq_f#k`%8Eo^t*dA~^*-MR$8y&6ku zzH^EC#VxR$IiPV8G;uz`#Hk_O3y5hWGK$Ms(ynaI8YwJl0eWMG&Xu%9+a2 zgN;i5e#BN%i-8MES2q_&)d2@WJgv50|Mn*F#g98jk8=X~XCl<^S;=k)Rv3)#&!bOg zVXWZ7*Vpn4P$=4+*j!ZhlR zR=~8^UYs>rRo0$BT$QD0Sw`lPq#%o&fZ}#ixU$F(7XUcQyH-p zgwqgu)HFDXV9ry>>R_I1H>XPKSWHJK_j?~+xrlVFmtWp#fFwX>;11KUbj8OEd6bPl zPm|fz-meZ0%LDsDk-7|<1-5i^-cUaGWyAMaqI^UPdH94$aSsoD^_l59pZyQeGJ3NK z;}r8Ah0C8Gz-q;U@eiwxzXRUG0XQcUk&CBqxQLno?gAusG5h3B)Poo$U;K)FI3-0YCgI%BoZRvmjS9*g5XJG zo5Mu`EM>0nrQQX6kkJ_qWh^$VW0BB#!Vp$QP8SkvDQjs|rL4C^TEDcVX%FAybXDbz zJSo51W-tio+AA{O^*R0c_d-UH`ok|W`cu$nL*RR$R3jGX4l0kY!P!d0*mMqxLqB<| zYYd>3-s9gDX6}zh0v++lw&PQ+>0eiHL~q;xFzGmL=bAl6$6nRoh4Qo>P%v;caVRf6 z*C@zNkhL24TvB-Vbpo_+wr%}N`{(QKkCM~ej-Ffm_wPP(aFsE69Fsdp0FAM|oJho~ zPAx1fyt0X?H4{DJ%swUb6k>y}EAii1?w``*4xAv15^yt2H*`FIr-F)08|=g*7)ofTGl4(`e7s;Alx?GJN=SS*W%M zeW1+-UBJN?o1Q0O0*Pa`+xIVFL5%^- zjR4%%a!n6)-()0A9=6?>7K>2YnoycqEcynm=<=1@X6D(-dApgP^d62CG;;nO*-R0E z@0Z=@yo7b>ju;4NsBd5nb^Fp<`^(kGF+@WQr%GM_qX&zUCYuVEHA*VB#`*B~lSWvH| zx_x+k^Z(~)c%~>66^L#8sNRA;WdU$PpSUMubG)J8W-YD2w4a%T$NY0F5K(Kbo{;iY zbLyS2Jt@^>+#jSG4n6Q__LdBCk(^m(esE-D_2_xjD zr}h17S?FYlBNJx{-|(kBR!0Lpgi%{B^*NK6g6`wS3s6x7F^zS9J`2_lh#I^xX18$8 z5fqHgIDczqW(HEyFEsBJ{|8twzoV0lfGYr)paBA}yS3%oQ&*7MoH!(^% zOSv^QUiG~Z+gGV~Y|1?+ZbMtQk5jCK(jtDl-r*-K>wT@iE6H@S1FVGr>H`uz+mQq` zqGce$2X!pgZ!ZF;$o`>FWU8?oqWT|(+^ZeTQLA#6)O3HuJ6%nwyVPG9QM`v(pSF$8 zf$v5!EOzP*3Z7|kx3(=NM_28EhxotTtVKn&@{Ulvn%P4%sAkbZ95CbB2mt<~1;8xK zVPbrNdoQfPJ$1xe+8OA_g9Qv^=U zE*xWp$|F#GVK zQiv=@c!-&|`}O;UP=05eV5f$|sf1DDRF8?LU8e^(;_X;rIo?_5Sx+;1b?l2OwC=VX ze~PGc{tURr9T_5jlGn6o_r~AuwQ@xuFQLywuWe!mUH!@r%EhBBv%!nA1{O(M5dY2p zC@p|F3yF?62@xEN=C;C*eM&s9ug@JX`tmFHSZ*UNn!p^Hj!KaijfDtU`p;x}l*X%p zR_{c2d2Xa{qyF{X)N2m=vo<;@Ds|omMCcl1T2Q$APct>##BW(@NIJ_aY?WsC#4j$xJ7aJ#E*SjHBihL{5Ohaa!-=N$lY zgpn(issMWYRm=5DXX9Yl$1#X$ZF6rQ0Q++ti!m3g{))j@3}&8ARtFck{Wv{8pu9lz-i7M<&Y)oa} zJSd0w41GNo-Z}D^x(G+{VZ>&bgUIQOwKpMAkx|FJ(M7_bY>h%e#;?<``X4vx9z9as zCFU~IR1x0L7|np6G~g_cnpXbW`g*kbrnqbdu}tfiDJHZW1Fu_GE+lZhz~BzSU~VM7 zicS4O5xQXVf@vsG=;Nz!6mu^?bxd8L($suZ8xzKO+VHf$SYy49PLy4zHr06x=sY|= zb&I1Sb^;(D``p>QiW-oT`}lF60&;5df?w-Sh`(GU^SQYyS{eQI>}yOx)~Hh_A&b zf~S3rC2*l_Uy*xX?Ql(qPS34E;_%y*1;Scj_clU*s;2Pst(}UZxYeElvbX3$t z^f;v^Ob)#NYwJK}74OI8#07s)tJ{8Gk8$Y^q*t4Gv&%%}TJtB&zVoXI!5l_bZq^}$ zY#n=MEF2N+XVBL@1e~9r5aRapc4d>Hk5RTV3d-)D~Z>9Y!n{mkdzGru7HV;ofUx@+3*bAno1x6DhXeEgL9=7^q%J%iTBTgPQul6gTYWI z6*zv=4^Z;OOC*1+F7d4%*mFu;qoX~JAQEgw@tTgHW83``iw-=ezTSSId+Q^f-uHfE}qDBOXMma-tW{%|j%AF8`H9YG-Ann&jRDdE^N~zU&C0(G%S$XeQVs`DI5IR}a9`N7BqQbJy?bsG#OO2GfBTE-%57%7zaTS4dm;9yNH56!{O98H*ScQ@) zXtDq5(*((b$f2i2Z0liih-nKOEc~M;`ABt*>w>yN7&lpfSDnUNj7yZF@MQH*1nx$T?mP z()qhI9ekMKl(xs%(_{_aie zwx!xGtf@RZU6dsb#i&D;37A<1$u#OzDYOpRtU3giI=$p@Udh0cN7476&TXvU0q*<{ z_9`<=Hn1Zkt?gFPFDTEye+d|^^+H0HbS2r++IzE|?r&BwdpY>#>G&IA7_~>O7@_Ml ztXxp(%Zo2%@Fwq8*DqmPjO-g{RH~Z*gFWGXs1upwcbkPiDJdz0+f4OiU?6;X^a?S0M=M(B!CZjDMJVm9D}RDwK$x181r>6vQDk1;2n6)k-U-S(fw*gk@>$Vs=Y`JW9YFvp8XgOm)>L*2jO$r&X#v$&Wh4C@NuGHks?a{q;=JNL8} zUM#?wMC4Cosd11zvQKwe424xYZGZVh$}LkPAfu6|oDo7UJqx7rzrYEyLId zmJgGJa73~EGLMLw+cEnTB+tUSuz8kN6sRU7n8TTpMiu-e#KelZ%=pC*6;UUB!4g!p zD}9IiQ4Ep?@itJL`kU3I=F_=Mv;U}aBHm&$0$sq)gyrKQ#PSpn+dATghLbV-0Np7C z2wAPrfaYO$rGptXr%-T5s&#Tbr&_Wa6q9Wa)-+n;g{s8F#WN-kUTp)2%KwA!c(s#@ z#?_It>qxNn#C?3MQ=NJ?8V<7d?tJxZSXFKv>K%Ou#mkereb?tpx)rdBsN~Vp7t!YY3V>7iEdsA ztr~#lcq3i{q~x<5z%~I@^-zezF4tIYGus!`yj>%Y*Kv!TF>ohK@BFNeV;wmE38z{A zTLH}*V1;+U3L6*;o_&RW^Ds^u3m^8NpJpQ*RoMr&OeBZWMO+D!8$t^$!*+w*9+LjN zZ7swJCDtoAog?&ZSdLJC5o#D@5j^ssev9qGU#gCV=@i0deMF3ns~9>?B?{^I!M@6o zI8eqr&EO4}StSUbSMLgZ3l)+k6|fx2e+`G6?~k{GAGjBygQF0QhYHz~C-184iD7pOG~8?#&f6Q6dM|O#o`|H)p?@ zkwl%k=%OO#_BD(=xi$$edII@)qGY)4K@?5!(#RBhYgZL@k2GZOtTN(1|y7X@{N7?w@lS+b8_kQ4L3SjXld^ zLORZ4YUEo-ZcLY1f?k!K@DWQyF9W;Oq-w828L!Tjo2xZu{=tRjBxL}yu@AI|3vKx%lF%Nm2Y2_(g<_23Ef1Ws znW%|aobS9s2FwEaZ`8T^&y%FbvPh}me*zhb+2iWibyfmo)jgcP-=bt6SgHyUl5{+t zUMQQHpWol2&ql*EmIlZT8P2G-tF1JLxK0Ank6Fs^$3i0|2jYd=AIq$f4$28n)sE2T_w%h7{Bx+v648!U+Yv<%gDWrdu28HF;*z4=ut{Ez)yLpPs z{aWYGonJ|mg{<^b3ex|)VHN!7_C-J2tdfDI-_4Z%flQ^{l&xL`Qws@#zq@`?A>SZ4 z^ylwb>BA3uJTSsjqzzvEFRtOYOPGD-d1b8us5&$G#}k75hP~N{(xyI>Ql(TU)Cq;j zxcqsXe8Saqj{Ox?#}hU{RcIL>eE^~and)_%2*5(@@5ezhNDoKK4x=r}wEQZ`AaJX& zP3bX}3pwsMihY{`2^?-62A}(N8X(@Kg^0+j8_g0JU;TO*(L~jeJbGwfZ{QpGXuoNh z@~hdRW>2mKK^mfIRnGq{&1=2Pa%x(AM>(N2X2tQR=MmT?qTeSg(hLap$h*i0d8)3Ab6zhJgavfTk|hXA8$LYZk2 zI+z0Iuu9WSh)|kuw;~2ANVjF>K7G#f$;kRm=6d9#cCZd%(f=L5hTH>YycQ5jumDTZ z)<2&O>yjXdH(g$Q4|$C93FwHG+dh4SbWawj#}*ij@aFD4U{8|QF$VmpL#mj=EkgIS zfn830C#AH)ye>h2QTPN!3lKwa2nE-5=d7sWTGtr-kKKQpu0LVmO+ZbZ; zBLH+6w86$_JB5tT&aoseCCV9%(rmcM-S%tDo*ne1LmRV_GA^V*5&q(*y=&Gs-5L(gcoNE5p4-eil4}}2mJO2-;=?VG` z^Pffukea#g#%+a<&-GkUsW8r3kB89vlnm6M5n1O?buKrKXJVXWU0Uvo;Wo-KzcjK4 zeU+8yf!^ikYB2}d3<+`@MpjVx^>1VotrmEk-lTv7&Oe43zIMf%;`;q^&~5n6fg!Kg z0Lni3CT4R#w~L~cbc=t^7M^BpMA!5&cYfZlF&}bL-n9-Cj@BA*Kg>|#um-$#qWpT$ z=C}dmT6Em==0`bApL?K1Q;8NrXeuei-?i8HQGdxT!@ibTI8D$Gs8%6}NiMvO^XZ0Y zhsLppM#*|UeL28t{Hj$Lw`C41_|Nnhx*BYU2vz!w)H;*{nju|Mo#irR)OwxpOVsrH zKe8>(>ou*MCbP{xqv&lX-wkuui+zf-IEseO7nMWuZaad+_D_T74xQ&n_2N4@-C`Yh zEwTUdJvu+)zIE5if|di}G?Ry=E0jk4WvEoqGdDaG6)$CQ-r0Nv97q=EbH}7;&-ZY8 zOul=EQvX+?4E-^L1z@F~`moAwY>?R2@!M6&4(~K_&RH!=0_mC&Q2$QN5s_55h$VrS zD1Yi8ExfIl#B%1mDFNFB1afx;-h*`!wgmU>xQ&;PRB37gOUO^c-zqJ%*&@|1etYd( z?qBoWkWI1wwR6QyPf~MG89NXJ7*{>UH6Ue@iGg{G_{}tQ>f^O!H2%oWp19524pS)~ z+th(3ZnKS`Hb19rLeD<6oqz-hP9>sjE;F zN!rMwW-0B{iCO7G$}{)$cnT$hhmu{)lZ~vLy)i(gd*4ToSk^vFbHc&3#Nb)|p_b6; zsJi68&5IXAKMa4c=&uLf!T+e@-C^=v5#o_LJ3{(?MS#Ml!AA2{aLE}ZB%7q`f1GTZ zu5_b>OonH^Q)mWX@9xPyxip?&^qW%Oe|BQ$H}~;L;IgGG8dV;tPY@Z(6zBrg0*R&u zZ8CE}Z_WibJeOV>pZ-M(hUw`)n}*2R(CCM;4DhSNItOdezU)nWABIt)zj`;S&LwaoHZSU+V9tXz&vLTY-;u(o zwLc%3)Lq|{iFzzf@~AvmsRF18RJaQK$S~6T_*;%;W#tpatNB!3mLc@6>;~UX(K>}9 zb|kIYrgP6?o08!tn{d5|>1zmWXNDgpn z$?&@OwkP)K3omtDOTs=KTCMi2s=H>t)2*Hc=B;6}hGm<#zQ6wgi+8IQRjnm@`z8zQ z+X)$~r=}Q2c(&jBxND-KmlDe_;d6kmGS96%Tb`>@gm+%FKM@tq-YJ69G$3g{wLkor+8ZAJl(JAJ?P{ss^G^0`1&}#Rup!eM!yJ1w4C6&OlX?g%l z=KH_Oeot>R1}UiKEN%Af{wrax^56~cS_37VRSs+{aH5Sr;8H1Td zfx3>uiwmI3WS+WRjT64`36wE(P@&mlq}dX?#34Yi_Q|)%|58UutvUX4W@MbyACT#EsZ4!Uc61nLCX@^#dJ*N zkDm~vrw9aP#RYpVZ zMr^BW^YILxt@$^b2_>lsKm^}&E#YYzA!ag;VlaGDI=S|t!*&%{&Rq&J)j{a%NXJiH z77sKIuel2!M9}-|$u3ci?D~9K+IINmUVckw-c%4~U+wbv&)owBn1X^c|Cg$YRKT(6 z(3yY2z=D`IRTn0`Z-bLhm9tN-Eu!7A{In2Tr-pJSnO4#(T3r6pZyG-0fNIn)Fs00N zA0_Qcwaa-ov3!#_#fk+b5F__nNVCwei&F6tu<1wSZ+yNLQEDYr~GoPlhsTSRl%mt^Hg@J%@5yGPP{{R?Yg1Y)(ZrF z$}T8=tQ8#sgC1gm@rmVAfA9r50IM>bw(4+^W%!GpJ)@Y6l-Nvprv4CqMp$@K^)y;dT7GmE6Vx$Q(7861 zx;&)pI*-*TTK6hVq=?O!fFnJ@L9=-+f8{1n&lmK9Oe`c#OR&vve{$`ddF#fP|* zjpr=3(H4K(vZ>Sy0UPH^xDGM~1nCKNshIn)a~Vd^fVhN7s(Af|8-u1-!;ohWQB}tj z|BNfm>9+lI;yS0KLjza>{quSo&WXx(!YDqIn&|=}j-|Vs)uG>`;j4m50VvyvM*-C@ z5eIUBV6l?KgH0yulhi?zHjE}6)s^wY?US{64y?#WZBJa~d*>Iw&HK>~;P$-;9 zqMH}-VvU*zn-8sIv^%&;$$t`APM~Y#bcgV;6qY|#$5Bf@YE`f{VXduUbrtV=Z^x=j zu4Ni&&uC3iVF2}CubKK91!fNB{D6t7y$r?IA7+LeEovVCdA9wH?cGZaNf-p_d<_eV z+e*|0Jc&lAYJ~_3wV3CZCcby)FJj5hNRuo&r5La^^{riYd)sgioWn# zw1(d4Dw)Rxa`1CZeaGep1C5T5NWY?@B7?4Y9bY0gQ)fMx4BbHlwz0uKYtLF^iDHFz zSdOR0S-qWI={6=%lF_A~P5IpOtW0IrH51f#cZGP`Zse^G*!1~NnW^n5Zp(-p?)-T9 zy!X@J6jQI)SIANGvE>d@;70UoVlx{T`!fP5o(uQD!o;Pv;$Gw2u*GHud~G1(&@eu( zgE*ci2C^mYmK41y(lqSs>@y1s^a*Y|R=pA|kC1}|%MV;y?Dm5%KCS8xW~RF$cD1pk zw8bD|g}aHAGRq>yx2IA?+ziq2#eIg`F~@=2foAA1TI#dL&aDGPd*P1T%*lJ0@|7R|UKI6~DV7U%X53)bvyg8G2b#SKJGVhX za-q~bmK|&R3AowS>bUYV4wq>gaQlFIN2+Ft=@;&#;y}Aht{wT{8zI{@)gdz-`1c~< zR6-RVY8yJjEM=YKk@@G7Bq~5Z2_kE!$VSRf=1uU%?=Vs;P6nJ%smR<8O43;sBWP+V z*STm_vEZuUoZZEYV4Nf{dEG%V0ax|5e}FJn&aZ1^tF_J zR4e1~q*I%ooh8A>wAaD0oX#*ZvxPA#wZ@XDZGq$`mXjg*iD@pV&WkJ!{1rtGdOUx{ zVHjSK*ME{JTHG9_P+SF%roHaEDOjx@uw3Vw`Cuq;&piwbb{uK3$I4PTH#D&`L1(Y< z#dj?Cl8HQZCEM_fodgzQqY9dp;x7FP*RwF))%kh4@k)o#%|)y5XRZp&hYC^mqRe;B zR6}T=e_baf=Qavo8+Mg<{uH}u6yj`GsbPmu+mI57v;hx`pm$tA|Ek*;AGLFCHO`ti zVN*O%()@R2f?5;YkQJ7$*Zq%Vf+GV5JYBk;v-_-yVtDc0O2oYFGepjexJ;XZ8+Nc% z19T^()zv>6w5mz@_6=?*`s(^Ha?z>>w4)xsp_~XUn?z{Uy){ME_RgSsDeK>BJgCSr z=nNXTZ^YeHUIxP5y|w*{oaBfBt26|WXXXyanpu!&+b=Qi@|R^OD8B4Fg@<%I;HQWwL- zWZXumfILYmg|*KQ7q3A5cfth3gro+FMbdyzNo zY%xAZ-`Od>U(Mgg%6<8;H^w%TLXME?1OHTTd~~H@*sZLs;LJ~V{(An@TM1Z_hw<0T z@@{Bhn`X8c({^W0+WDa*JJUqrqHOQy zXY|7&>jK>y-au<86rW7!xhBC;w>9OUs!A%NUjcvjK*oH`UYowkiZd2*++zjsC}%Yf zvk=SQcaEMPxyFClxJ7!6I*D*|bvjt~q|JC=Mw0C%IvXVm*{FD;98F24oss(=aKn;W z=?A?;$*=tM^nGQ0mH7O^4H;}1*ELvvwBmG;SExpBw>bb}#C zSYS16w;n`23AgLdIw^4LU9mIljQ@^(v8xSUuSQC#?`?dsCFYRAthR&r)!f%jp;f*e ziKSVf_;Q|0xw6{*Y^6Alh`)p9?^C>H;g#&#+5BxlDOqRp()$Ur5?p0=$?{vdnBW-I zfxRMsYgc~65Tr;7Q9)g>Wp18+>v3x}F?rHBXJ@*O1wEQG_6%qS>*!s(`4tC;-G!TN z$PmQRAQ!!lbE81TNn$}xTa{yn6~Ugdb|VdS01 z@kb`!g4Hh4%s>GQQkO~U9c(?DWM^J%jeU@leUy~NY1}o{5kr{LuNLp^vou*2pnU!% zom(Wo7ysDe90#1D_wn$<2ji6)KGANd)V({CJZM8G>JiB58_t-DI$Myk9{Vl$mR^4k ze1qsaa1k%z)!xhzePSYNawQC?AXfl*gh6who-g;t-i{fOQG}kL#E0eOnU;< zWt4X!9$|jeZ=Kumur@r5DTHKUJ^0e)%fXs@^7msam3)|cvQ0G15axA_g|78B&>Hz^ z#pHPNR+CoPnA;Mm>H=bo(69+Ul!`iGo67t;MYG;(=uYu2cOo=RHasfwIrMpPvPuz#4oIcy1$CqIE*6wBi2o&S3Nbbc>Ejg8h48{}>O zj*PyC;54`%4yBv?Z4y02i!bbf8P-%^R8|?qC$xYoLun9IxlWTO+`sHp48{@$=MfH;zKpFHw_eP3L+@q3`+V5q$J5${^AtRF-a%`wx z#zEsVV}PuhW|{l;{YvXA_aFhk_UP{6=+S9AIeL6`Q)tn((+v8YEiojMVf(ea$zMs( zG+DcE0AJp5Lj&8C3|j1LB3P_B2swv?u1T3=;pJea=5*!iR6*)~JA2DY?iD=-9rWTW z?sQDO#xQoh=3a(Ej}dFXGafDg`~UaSl<%b8bu7#j7SiS zx(g1wCj%q@#5wj8NpEv&f{TWo&tY8nT^%E>rsuqGP;77*&P6{Z7{l=X>(o>=+>0$*v+O${&9KcN;Jd1kZg$H82FbOx%F3!-at36|9 zusGEnHVvtI;$We4jK^Ooj?k@C2Z(ml(DRqyd4}^B31iBMq~gakc)E^MV`s`u9$K9N zZDaeoo!Hpekmk~kx7q$Fb{^Wd2aS}%OEmA#9kAhDxokCHQC%xFA(ikWKjOmQcK!uz zB5z_e!Ya(MxqR^8x}%wBREN=Ur9)PGEWgruw|)Nn#fJA+hzHIW`T;t(<@1B&r_r|0 zFVPZ#xA)O7wL<=>*SitV9(Kn2_Z0;N1r31Tyb;S2dMjgcVCzv+sTp&XOqhw$vE9uQRrt5ou;*Z!VlONMfUn?p&PCT@!`*3sglVH8LJWlTuV_rq0=2kf;RjI+1%rG z91BgDE)%X@7ns!V<-KIX`#a40CIwtS_f?Os(&zrkjWzH9-+d6$m1XbDx3vMGSXv+= zTWCG~Btxq#H$^TAc8Wr!f)oW3WQyAXwgD1Lm3%eta!u+Mh`et!a@qxR+^~L!3uK`e z^6zJGw?B=?@nPgBYi*)x4f@I*UJ(PQl=eF-3gc%RDiXhKqMlR!a)R=sh`et2ggY^b zJgUAy6`*q1g{-b}%kDpMCop^VC&;3zGtCdnxL!7>@1#%rceMH#?;UUAr-Xk(64~ja z8CGlT?6Y|jix*%3u)Y6q2#jh4>ITadMR-N0ak5ncra++rz>JA15U5H%0Ra)UdMF&L z177f`P9iob4hQ73sSg}>HJKOl#+7~NT^NemQD6Nzjd^^e{n?dh8*XK`duXJ7-ZRyC z7FDFS6}_orGWgPadhhM{ifni*mB#MA3_%0~=Jcj>A?|tI^*>Qq^5Y`yRF^iH=dyRu zn3Z!TYo{hE&iv>1%tY5oX>f!;)<|xdz(q_p8S7jRbCq+oHGoA)wTEyLx0scsx-5nZ z#WU4-5r-AFSl}*gjexsUb3iwBLAT74hC7iycY<9jAXYhq{@Ds`j3k1lGs3Dr4fWG` zr)*M3MaI|tv(nc+tIYOcmZL6_$FRI<+WKWzd*l<+zVpL_RUW-h!7;UmVf#seRI*E` zEwj}JwKZJFm8ED464<7}Nl5GtlxPycfQ4WsR+s!5C1 zHd8hUoV$XD7Yt-sn=@5@SNmSN#e`m+M z(hvbN`qZQQc@Bk}OE`w?O5VJ4i!I|}{H{1`a823$=vQ=oJ5ECVY2v$uJxMyZ%`zot znQW(v^Bl;X>rc59<=~d9NdqV{>86)#_s|x0zR+1aAvYs%`-Y%=r~8x8tbPgR{PgtQ z+}zwpfd{n=>z0hk3hN^!h5+IdBIs<3clmM%t#rtp@EejCUQUd_h*Gj&PP7P70jo2XT!3CmH(G(>c+=oxIE=!NsMmA4?tq{BHYpleUxF+M+0)6|+_R(UH_ zxaO=T)Z|4P$<8Rk0lVXrRZ6bxbl60^8DH&L>4@ z=)M7+xQN2rl#NRY^{bY!j1>Ev=Z~W%5lh*h;!2)J^}c!NQxf4;F~QS5O4D6}47ACd7OWekt7m+HPERGu;DMxwoLRiAi?ZJB%U|5Dw!r8^$8hWz z(@-X>0W%2(t8QIs8w5h90Ako{24p+#(aD54y%dtZaP5O0u%0u6F4jDGkH2-3Dxwy1 zB3>G||+wQv^ zDQVo(&qE3vO7hd06sB|w`)Bh{gz)yHeRM?mUG6X{qJ2h+Sc6oOBG|NamDwR|GAXy| z5_jF{j$arDRhdVO%XCYy7>3t5C=~1`h~46=^i1YXG%`OHS6$=RFE?NH-VZ9yfHCj- zyEwPi_^ec=F-J5r&{PhpY#8TFWe*D&9Q*2p_cADKumWAr;%YZe!5Wuo;cdz?RgEm1 zx9)kq@7}j)Z5o8AL?XDdY0$Jms9#WFuE!~Kc6Of3ahnZ<`IGtUT}-+yZYfFuyl`t6 z)2oD=uT(Ew%lE?|V64jLG`+8PHA6dCWFy& zLvM$_eHCyuYc$u4j&1Tom5yle!I(4FD#vw~X|I874H^Q{cXjeJd&|8$-I7!_`SH+Y z=K#UYwwVxL%pmpDYl8H)vJL4brdQNX&Bqrb_LyXoq^3WohaFec8${ZQ`Oje zmi#c)MoVjCKqx2TOW<_Ml|^{u+A!zJaXqrLHHf_ktQ2LXZu$1|!0zZKTjX5CBJnO7 zHHB**w7h_Va0?h7MF-y)+ZohbfqO{Cb_2E!BfyB($^X;Ur2r)LD1#wp_zh3+EHC6s z#eQ+eAMIp?I0QA6y6H~p(jOXhlA%Ur!O`Y{VgpnUaUWm9J$b~Q{|Ff+Lmn`fz?`$}m_U zOV~!k7rMOZWoO$nk+pLU&pK_2VyHOWk{+t#eyPvnqj7dbVd^}h@}WI`+2k1k8Bcp< z2QJpOIP^@T%>)i{Z2Ql1L-;&8;SE);R}43rm+K6_5sI*YFwG5sbTYS)-p4}#xN{s~ zzhQb>`}KM~sr0ce&R+eAP6gY#_7Af7H_ICo4=xIK@7f{aSe-8~a%R(^ztUb0Uj1kW zQ2)IaDq%Oq<(|}sf{K8Rv3Dps574#jy4A1MC9yyplLo~x73{Gp zeF|c6HY?>z5kT)33@eHG6-P8cCD3iS1z!>04Qo(q4ylne>|Aj7e&dIPhnbUDc^|a_)ILm;E+mof(ovw#&o-a-r#3HSJYafdUuD4Lac})a z{i{wXi#{A{Ea7C{=TsE+6jEqfc9$9|A>rI&lU^A`#UO}t5y7rfhq!B-yaGl6gz#ET zsEZKOgPsEN@=wpgJdPp;&`UHIMY&8{k#NCFlFqhx98&ea3%0uXY%a7JP71VYcVlh( zB0Y^-V{6_Jke*WqQogUNVp@5yg3!>`cCA#e{~Z~wj3~k+OQs{%t=`g4#4 z=zjKVa4bj_7lAriz6ivIQ*N=Jo`#wh9|{5eU%4~T2I!t3DFJga$_4lX-eF)B(1TE9 zfH8_O3Ht3I$ zUgo5+O2HFM5}xAV{hv8m{zM*i$N`%<|DR2PbbE*+K??8EARg@VaSmIG(Z4zhpv!r1 z`w|H3z(_ge;)T$I&o%q2gKfqM?)38V@+VdCnq`)3V4`Ah7?YCb8M{4b6SU}0-qd&e z-&Ppppa;#BF3E!P3E!yaVPPy`Y7!+Uu&9_a$2wMRxD<#*$ZBeX`!Yhv7G4Q-r=8zB zMjd9gnp`0+9Sh#CR~yg{{Gl}WkBQ!|qL@kI=Z&#}r~a;e5%D)i(Ytf%Yd%uWnu z#nl*78}}TxIg0%hRq(hXfoSh6H~f~tcrXLjiiLe{liItLR`&_ zh!aq?Gt4>G2>NV!yjsB#trqgVNGIIk!rwhE@SG*6+jm%2faPiaBJKxGQ1~L`vN;cfA7sx^Ux>2O%c9l|%{k>8MZJ|v{R*KYu zd1#&WeuOvx7SzAAGdpEvy6n2ev$GTe_&ZkgZ7RQSyT3023PpnevA_BPiG9LTpas3CsFf^Wi0W0QT-*G1pc2!Fbx(=b98=OlG;Y6!Nk}M?lwE$) zyFb|gVylG3h23=nZm`UxQ2*!#x|{#&@AAOYTj@U?8pVVT|Mo5NdnMk_Znh=chbOqq z`}$+T)GY(}rfzemnePwm=nspy;SSc49Lq~87oQhd3qxs^duWK58 zYbpNc@$dzPiWXcGgu0|Wu{Q5QY*@5+0a9mra#tInoB&~iONB+nTaKo*> zO4FHn+m~^@GVjfTQxXR@3Rv7c4`hx1DP3qRZS^^@t1V}yVQ>n93XpHA!SNzF8(V| z{`^CA-6gI&4iL}{OupeNs3_p z#HVL6fHv-sQYdbBsnd5@loN^JWXeHx9N8*s#!7SM5|=|HzrTxL+!H~_M#Z@n-|GML ze`{rbTzqgNeapdD_&idW@&30bb_8bVg#b3aLeQ2Mgzl7+m}@f(M?i4Yro+Y`rTOo5 z=BYg}Rj7V}H$KNjX)s27jV~&hDp$VlQ+Hm=4Yxsbv!y9YZ#0)}teR%-8?9R&s@+y0 z(*c{=!}<$p!XMV)dlukn;hUe=&uM%Mqmc95p^}J2qi!N&8$M+u(kO#5b6aI14VB@|Vr(X_AxFNaF2}#DD|${GVpZX# z(;7msc{oUFrI4>O%Gq^M*8dj?yx&zZ6K{aOylo?2o*G4BGea0L{&L?c=8R7!g}Aa1 z-J|!hUmw--66@TF${$ymJCEwP+e65uI=6h)VTDt+J+3@Iu40$A++b=~#jX9e8FbNm zpMI$%abc2xm59F^Lr~=|(Z;2G@gHA;G$wh~jt6$N13KmE<>O6^_6XCI)}WX|Z6`{s zVzeaA$V`nL?!#srGV$dqgCXuMra8+Vk)Y-oH&h>!qiXhr|J-k09pRk2xS)R{wpL?F zR2r*NGCzo*!R1BM}?^Ie-ijDsUISlzQ zj>zy)-!#3WCHfJ`Lt6gv7jl_jIOFP5TbQ>bQ*h6yN&2>xF%>(*CWCOK{XOLCLHH4EpT&Cc{2cc61{GK4<(?uYwf&F~ps5Y> zHP`vsDl*)JW-k?7;dfk&@fa~qn!JdVHK9xJIIM}^xmhmZ0i~4d{}}!J!H*8rj%wVb zI~(q^?R#mSQy@(FwOe{?0?yx`j6@`uG4v)#EzIS8LbmJ3Gf!&(RPlcci!84Z$_+)z z=qS(G8MWNM&`_c}r^h$H)4GZRvwH2U~MD8Xxy0{rfYk-fY~oQXI@OVI9|{n#>CY^7`}m;PBATUM-^hTdVY zn7aD55XlwFCL#o)p{+_a&`pjC-iIgwER6I7YknJXj_6yrh8=?^%g-Djzc?hl+d6C( zG8TtABadN>e_TLz`~|evXCb-Wj9R<{u+3SLQOz{^qMSYUDC}4I{I+!9j$i*=(YQvosnpRS zxch#FX}{)|#f3k8&}aMwjHYns2^H2e5jJh6AFdCo7SpY(E%$HiFbvXCTXG~dgeNIN?oMUnW)43QK%F1bflwtr^8P0 zXM%+JJ#oRh)E9lpAK@p2CU|0GWVJjieA+MV6z4`pP!VcJ2s8rIi`c0NRb@N@g~V_) zzh07Nm0ioj{Iln0+nA}|TTrMrPpMv%iJPGT=!l754uBT_ zIDB#_@A(|H1?`B9;Qlp#|F5sXNSyh=J)}9V?ck!S)%u&@PfX8wV-M%mC=5|a#ay;b zq0E-_YJ7PaY&S+~sZq-j2~cVUnOH_Og`uii=@M-8_UBsi|Ba2v!%lH>2S?U_{sPZY zIA|?Kg(82{7ZBNJwftOrX9bB2u`vX|Cf;;x7Cf+wiNM8c z`lh^2>67o^St>HaDomE)Nc+vIz_pD+zz@s^!{D@)sJR%LI z@}{CRR4JISo;#87BxobrTb-&d148bQM~6JTf?a)N$a=g>yotY&S1I^-J_+lY3VVC| z^-|8#g%G@tXi=@P5xg~26fC`3gtlB*8#^8A@*+`(=th=Wjogn;D_hCvp(2ps zk=(`N*Wq6sVE5DsB)3deic=j-52NWxa|&Ccti?0(g~;1^EKHtfy_$S3Ae1BO%M zJ?U0fxNl$D#J$9=Xf;Os#n1e05w+JHeNBo-_Jy}R)+WGSN#1%JiGg^|)YYhj#XVNY zji&gZ#ifgXA>$!6DopKwmb_gYB&3e<&PI6eJlCLo>3-;EaydaU8NY)?%a1vzEk_2r zP=Orj8r)2z-DWQ-C^Nh4zygbGEQk!5x!xPufA*MUYgm)X<;tV~scQKh{bS=#V5Aak zy-k1Dv&L-|wo}wBYg~N{rT+be{>D}OvQ9ZR?4*0Fl=s@q?sH@_!v*1xgz(00ts=Jr z>*ga+&^B1g)t-v$6^{;SdtKKMK0BErJR9L?=5-HQ(cf#2$*_bz7$1pr)V=ob?m+%x zIfr$6m^Akdx)TDEzfqNIiUf~JLstzxv|bJ{~Liz zcX*KPCdE1yM7&P%bY42;DRHG9<%eu~uk;1V{>qMLfb2LEaV8GYYc`M)`KgyD>m)j7%iR%?3H{a@&4{xpNX zfs+MsW^F)!Qxbbr1jDXTj8c)4iF52|wU2D7JPQln3hk%;yQ_?{e3Qm%8UrZ-8?7PO*gc$w@*R^ZEYaVYKblMd4KMHDPeEi z3Xx$``}2=EyO>a`PwPRw9kcL^zP?pf<zbW`sq2fkX?|LQ-@#}NU8&6qmCTpj5@{) zpUln?6FhLWGhVN>(-$`Yh`z&`!+6No^M`E2yvpKk1N%-)OUDA>(v zqYpW<4Yv@=^gPrW=2q|zX&m4>_~G;#14SBk&k%p?VbXeEJ{tOv_eZZH zNifr1n;u>rR0=tk%600;=S*0D{A6*qZLqHP4A4i?_uhU8awg#uSHkTcAblY{?m`-5(bL1jMv*&Im3Qg{ z28IAV=^=!Nes?VvySTCe!G4!s81LC#&Fi9xm5AhFa;F9ajVoWP(U&NiEI!D=&c>8Ow`k0rB|dL+80h^u#Fw_2`6 zf43w=aw(h5M)dMYIlI4yXcoeG{5G0Z186SI`ts@#@qETx2`%O!%Q;>3THn8aj}H*L z7*i1unlDW+0?vW*w#Bum;b~&jYG-~?iHWvMhqE<@8gu-*Vt-5mq5nd=rGRR_iukQc zy~JNC2mY`D;Z}Ust~IFo_RBl0T!}K8+mV9BDmU||66fGEm}Ec_+YUOe;rJ%eGX61) zT8w3Z2kE-KHn|~7y$9N-2@>c~mU4&>oAWAK9mMlbo(EHZP0VE%x^S&0Z%yn98NHSq zzjLt4KmQ0R-|l1yb@$ki#ws&EfaOG$HC_I^QGANLn71r%;}F(aAi~r*Tv3zB^aEuX=Jw-Lq%+LE02@Q0;+k{!XHJA|5@w0_0@4 zQ~&xG4kz&b;KEMs$cTvxI4O9GIE^n!#H2k zhw;ig3TLh=2|o?HrkQ)CHK(N5EhDZZiS5AiVGO26QJ^i?CZ|Nr>ov= z8gRw$AN(TjJUu;)i(;&|N8Ka;k#dUk>g94A^6ZouLH0paAFn6aPqv;avsaJ%bdYRR4=x=2_B~{C`mK=kjwiahjKf*QoTluXc@9*D8>dBS z_h_wKB!yWw`OL7Ra~jykJBq7iKdSv@dj5Bt<_EXe)#kBZz-e1J76 zdech<+aqdeymqkq$}875UP*_f+ILs&M`f$#3lG`^w%=eH&+rcL;u!03^fNtx3bvca zt;6k)Sc6vKttIWG9!`CGH-%!`eil3tc)q}v_WyVZp#kfx`XAm<+To<`vTTJll8~yU z?{ePT+HRY>Sz?EKsY+p*i+#DRm<3$Z&c`5xNw>jL!%+6D*5+JnlY z*~oN{oSL+={K(jqfGY3~s60(==&I3!D6ozR$eIWtYB!mf=!1^5#dkf6X3yvYeWJZt z!BK`CZ+U$tQ0<%>`F?3Jg zomm9?z-xA=E&%8860AxNH%Ed}<*fj)butIY3ZkvA*PCcs2@|W=s2#|B=04CC|MV)B z@T2uZrXi14_K;R&?M$)`UlvTE25WX*_U^`Pjp}Nqe7Gs}g4<4R>J-v5_rRGtOFhXG z>R8HGX6Uv1?Wgn29?iZHDEuE-%kZ;1ckT!SeF#TUj%oo{j3`+eR9DsBbo8sOs3%_Z z42Hl8m}wDbV~-A&z~zt#yXTGH&!U>LXeeY`ehNP0lfY>m>&R|u+Ck=a5Huj*>vcFA zw=b)P0)`&lTN!L;>`v?ONVG8ohEB+qa}Au0&(k1N4O%>V{knnbg60_0lEuzyvnLYy zlY3EFQTm{-^dG(UHz2wIiVW4MAAYmb)B5s;lun#cV4qSV*ey;GM5{{Byo^^&!L5c?3OCu#3(JW^gis0m_Bii?9aqA;IO#_N8Fnpfi)=~WroR$; z{Ym&U@ogj(w-}_($Rr5nX;-`53aPgjpkm2R2)MzL4a5QsMIe$P4;g14sq4$kR)=R} zoFqfflQCw3J!i3zB6MU?6mr~0)Y<*M(NOIm2{M%w>+>!%1eQ{?Uy8F}i#tTnaqKpE1GQgEYep`#;)6J{i3X*J`2VJfX=1b@QR z>@SNP&BZS?9FL+e2>iXyu-;ocR8bhn*V@`&Drj+}Sp9r~x(%l6wkApeX6x>!Gg2X%3 z)<{9iv5GzyT<>&a2wcDMQsg7~dzxAn#8R&iVicE;%=S_B&g0A@Y^f>N_^e~Su~Hg^ zsyU^U7bxvQw79!VI~J2)oFnqCq3ZS;4$dr$6K#$I;W{e=#HYNNU}ozW%~s^q|Aes#bjnHFD4DPUUPjOU>>x zBxDD6jaFt^Ua?Sbjn5s7FipQv{e1Cf7!5htrBmn$9944+XHKKGE-mo5%Ag^z?qgjW z_>`%!+|~`{guNdVyn23c^3}QWUzS1-3R9=cVm!<|tcP*24Q)t#G!iXT;y2#1rZO)V z7>sI1rWlSBN$*H~eq2*(xjJ1XLMu&GrA|@h#g=D3`2PC5`_RwoPs^m17!5OZG0@Zh zOFkofXAvZJlC2v2AD_YWw%~x_^|^h%%AxDXe5IyR;T(zk_@*80t>Y49zr7F#QANbpM_eQ>YZGsQ@X+-3yTF|Dz_=w*1t1R&vYjVXsqxtBMR9Sw?KLV5YI z+GXmqE?wi-{=Z42?ZADse z=_l-o(bC%o`{J0?u)@cONmSr+@jv-|sBWiYX2ZpZI#HbZMkkt|!&YN{rAeCBfl{DynhB8C@#yA9w1%)8`rI)AiVh1Yn2 zFhkS>1bYBz;%8+s+uP73ul$guLeFy~HKXqCCc@(OPE@@`V?K;+kT~K@Zdg!eXF`~L znc2Zxp=Um$(*_0iyBe}6VW{~__45<)IDO?D)^WRz;1$Ung?bO(l`6Wvtl+Kbvjj(0 zKd-L+7&Kn%rrOW8JJlj^yr|*@NRlbdZGMnp6 zlqFB{P|mjdk7u$fvKBeqiuW&2`WF^16$U+!xE!@KvfPuXeU;N{6VA+MEy2me-ktly zcgSii;%J>le-vUzp=?54W>us1J@nUwPta7LfFIXzx=1q{w6DbTyC$DLdp;A~-m9M& zwX0s`sN}JkJ>!nSi|DrIyXt%^$)AB)gyFvh5f}}ds1M)$@u=PeW%>Rgl~g| z`f$)M1|UKQgsUp=&YY971jJnl;Rz9N+k8n4*$mSRnQ+J2&YJaQr-7fD1saMM$Ey!8 z5sl9CqJ4q4*du_lEyTm&AxC2BoyzC4gf0teiER;Ic8z)ZGDJ;7M(fSX`o4xZ_GC+@ zT+80wqQyJW?&K{-m=M~y!Z7SRwOQvI^7H45avYd3UXuCVrS8s#2(DR-ZLbjb}_{XnSnMYDxYa8AC*p78{(=^K`d5}8I=EK&oth&a%YQ#J%=R_q+7s(?Z)`7GKuk3s zNeqG$49Zg{r9#QML*MPOUN7&;@R83#sWk$oAW25Z9Znu`Gkd9~RyzGlJ&1eJXL+dW zQ2W>EG3BDWXSfyW`dR;LEZ$$Z?)xXnv%EXuMhgaJgqMI2D!_lj24Hk=syNBCEyT$C z)TvW=e~RfcL$!5FKpCUg=W7CQ>93AG<4Am$rAqZA|5ogFOhx58OeLp$dat$H%z;Z@ zSCS5H-B%zXRTB1WJVoPodn+~9 zNQqm>HHD20t(EL)aogPz`kDBEmNxbz;_(;1z5oKmv($^#VzNq(KRH@R^0ji`s6*+O z!;pv5XmSvyiZN~)tcEr;AIdC(h=IZyX{(UZNGR0bWzq8>V0dB0!P>;6tbVv`R<-!r z5Ufpl1kNDJERubF*oJPG(jdM5_}KIwet<%^()9)vkXyP-t6@2KaSXEd=>8S62qAYe zkoe|b|5siNf;Y$B~-UL)$R_9*SEg&frT0E*Qn zUGI0mZJF6^k8;9Ixd-ej@4h$7maDZ;pMWb%W}rFp?0+VGlf3JNo?{5uQg1d$ho5i; zc<;NRqST;(KLa8@M~q+|cKy}MJFOlQVVhzfT2igsl^DVUV)V|90h~<~%Uf8U@?=xmK6LlmgeTyxl_$0>910EY@ zpG;2%Lb&rhqn3@b=9|rVci%ov5w|p3nwGl7pS=!Q6nG+<}_c{ zMwY5zDE4Y~sAPR0TeZyBDPJhNt2&puZ)Z8Xz@YfnffPMgXhRb~!tq~UeLa#@byD#e!fW+GGl;I8VlDEG*CF}>|d zg}y?!d5?>ULm3jY9%jhWl1oQ65=SGigtA%I_Bnat1vpD@mRA&feN-^tw1agROz6R ziS$HRR3K?x$NRpr5clu6FItErQ7#1Y zE+SBqmo~>!k7#il7qQmc5}$qyb9{NDDZNT)k1nvTbDZ6Gi&fuM>#&-SdPvsDXr?QNKKXG%rPQ@KrM_ni3N@?2gYTB{Ntt(XNTUS$2OHV?S{;qs(S0JcbDV}b z{noqn4hu^Kh-A3nSRgXTA%8WUGe2=^?u@?*nK2rZ;f|zw0Dch9) z{$X92$BSCP?aFI)V+?|&(rXQkb&PyQUh<OchM!2O6l#^N6sW^W_=>dP%hQgxm_yKvQ6l1|H2rN{fSrZ)de> zdsJN{amLB5cb)6sZzA5;FuqOU*?2pC* zWS+E-%m>*gH0z*x4Xve&e4_g^D7^=#sa%;PDZQjsi?yWBeucfvgz1vjtaei+CYOb4 zj$DBI)eRR^ug=lz!lob(SvlG+TA?Rk`{bA3Zk&{wvGx!wSxPS92dhkUKYx9LR zVjt#>-4a|!{0s~xj$nd-=lg`5R!TZDXxSHyypUs?_6)i={}3>d^o>YS4QA`UDUH5d zc{%O(kdm&0L{nHDRjM$uWpy;4k0Iib_`RLDQ>Tydi^6~9_X?!|Iol;Tn(kJ1j5C6e z%vX}9DbE$hQC(ngj-kgLgy4|@dHrX;XC6P2VvB!=4Vk~A9GUY(K{jDnsw_(_<&8T0 zQT|?dsmV~FRyyY;p6f0P$$Vw|qng!`SmOW3D?ko=U5icLYz3uf>&z)0*y*@3ECUCYoLXgw64(do1)H94UteUwn<12(X__UEC*v+vN_<^yHs zo}=Th;0qZ%FOJLf$4?z=yTfB=sb7DYs<1OWa$197 zi=yc{Fo8n|j+ED7H*P^2m|sqGkH&oG<&0iLn`RHW>f=A5af9H7qiUfUE3SsVg<9sg zRD!QJc(UGP(gv*vD1Akg4=hs(HMw`_Vp7>F_7Aw+rs1k%d(UZc@(F(CqnI!6S&@B8 zHMd!DCY81%T&6AkB)VR4tg^rr-v025tcHgp8#+vuhZ$$G^8BS!Pn=+Ut0NeGQjik2&!daSqTSA$CalYGXC(3AMh&1@eeO=0~9cXOfXzJOpcEA z{KEJdnU}?u=2-_rVteR<;)?49F7tin{E}2;BtgM-sDL@xNywDgvW2>rSZhcq(|hIr z7YN>BL*yAEWI6MGH3jNV_1fQK!Xm*@9c+0j+Nhw2aks|G6%u~%+!@=tXKu!4;0JQO zYmlY$``ZB_-#_YrHQ7&;idt=kVCY=7gWdv-SJLD+6g!N191j!srcbS$I#mRCB9vA( zS~E7Ekz>UF7h~oAtn%E)L(nz0-KI1Gxh7WoUj5E$z})+Qt5~s(%AuAszr%{KG(LE`ED_N4`of zgp5P$#j)A`Zy?7O@qpOxD`-8Wp9;_CwfMLy;9{V@3HlAlyS@~O<(r{QE0(Oaby{5y zvJeZOfA&@{Eza0bP?0>mr1h%vF_^S4pYuniArGagM7El8W6JHDyp@7QxsaDpy& z$Fwb^kuiXacrj5m{Js;ak!dtZS}4w;sQVAzhBXi8v)Qr3^V~e_sbJDJ+ z&2{RiyCmwIlhk2feFJZIqzso$`{Tx-?iT9E=d{6bia0KNCiBw;I+4>u>@-MoQKCpw zxz-aruJ8}w=I?Far69uhRe1b-TY4vQK}g)GvaaNd2jGJ6jk49zzF2JbfIbvhU1!ob zceeUr@t4V{81&#?tZ2~C>+;4=-YX8M3Iy-KR#EObJPG_pLW4AN(eGPT>iVb8uHFr$ z2-dlygBVHo<{58Eq{}m}w9gk+UQi*KG1H8O(0gM1DmWhLLj9eV=L<25ea6wV`%NSi z40}0#eI>0gTVlRxaL>9N{`@(xq^-nC#-pLp!XCA~;*+grtT#_R&AQs1mD?PFeUWDGxZ~>+Ke##; zc~pbAO0Qn{=A+BbZ?Ip@&HdBG;`V613^gEpFvH2t24$uBl-AY5 zQBEPVriQvz*TGuo0&G*F`-g5_SNw>DQzSj#s2ybbqex$(r@ZohRS1>P#m9NYd&sCU zTyR*6;*+Q*U7*q-ZOg|ZRTW1TryW-#3QU8Jn)HXP_HUIdnId~*F#YHV zwy`(Am@V`N!o1M{?mhP1Q%zC;wB_N}-1_D1nqT$Q<5(@}nU=c;VeW@B(amt!3^)Rg z%vW;KIoHntgm)cS4RF{flT3G?!9GcO7-*gv-A&uJ|2^FMUja@S-^BWolX=f1NqRk=;`P_UA|C0UcCK-YTBv}aliaD?)|9apg9swgv7;viwYdOU)J8)6Xz(ZQ)d?4C3qxvo^_)#GXiHsh z%dWH+!mSs$1!HXS$l{cj&mtIHP9aKk8K#Ul#ZZU6x#Q8$YgAz~teWEPTB)x~^j6hl z_P3&2lh_LtizDPB-=U9>FL-MUbi;bMGihcdbR6neOauW!S7B}LytP9ofAUeKklL;sc*ezTmf89xb zPtUbCPq*pIq)A7C79wY#I72-j-BtZ=Tpaccw&Vuf`~Fxc&4gc=b$3}Q`A*hJ)#z{P zz{26g(NFLJ+y+rKstm#5F!ZqHtiF10r?J|&BPw=FClM26U4cp>axF6M{Xqo>ciimu zl`ENcq+)8TUCBe-^btY-1tHeYyIt37+1U#;cOD%X9AU~8QJ!cVc;!M;GdQ>bMw5XFQv-K=n z`)h*QuOJ4FKcR}$9;mav=aJ&1t45obXSuARY(6RiYBU*+|BkZf{YkPLt z&Rd~758HH{g#-Gjiw;l4W;k}|6x=Uu72}jgbY0h~bn0+WTer5)65H{ohvih7j+2&* zRWckvyl4^-F4{qAxaxoU@JvdFfF{Y!j!261fTF5!mEw^BXOt7AV2Un#9`z7+wHE}k zi5*$pkD_##=hw-Q)nOf*EAAK{n7_KEw15$GJAC}Dq~TA}whGj-oJ(R$ja$)H!pC}* zZve#Wg+4sNS2oOWXFe7Tr)weN*t8;^$Un2B>Xkn?)yTeK%rY*Q^EN=rT&s4RsU^#x z_BM1c^C9Sa%SyNuBecO{KgSUxkdn4|gF2Z)bv4Gy(rZ@^2rvUjN20sU_7)aSa_aX$ z!hp2!^3anz_&4yWnrhVHu*Y1629P;eXFDU^>V68jl4lm>(W>|N=g0}S<#?J#hnVSo zPi-46*;DN?w62Mk%7Hq|{}-Ma6wvlS%>$%Q5|RVPOs_{>WGf7SwfEBApwNvz{nC)x zWX~=7%)!Q?(LHi4yT9Xf08p^SX5E5tlddAXDt2Vm63 zEnd&HIMX13JHlLurPWa?oU%mdFM8knQUC zY*o54SS?9MR>uy1;ak?AbC)fz@op+iJ1&KoZS<}{-E+13l*5VkOmO`q07!qwv8v~0 zN8V>8qW2wp)Q>0Y{lJ^%TK@cT6@dyt(gkgb&>?gfvovjCnr>+4b~??LAKKKzgSv8usdCk5Be+Wc>TgXd=cAD zMyVbTX7WO#`SuWpsZo(0Z&ReyT{KnOSUG2}kblMw9hEgnkOqL`5i;YRF?QJX7TYR)X<-GTBHjOOuL zPJ+yxy4)Le&>e-a^LtDuh|oWSV3E!FF1Zh$pd5WE!`eyct5_Cm&i9oD+f~Po|3rR0 z5{6f5aC;B;?x}N1dRmpMDqXuwMVM*VR|u6HhSOyY09C-}@o|8ge}LB>mEuU2=Ct+y zo zDSI>>-oY1Ty7M$HOGQDMFn$tVFi8Mq(Q{h0!UzhxGyJR@julEOOG(84_!Q7zD1sAM zbP#;$0roWsPs26(oKS=vgPGN0SUfKWqVnv18M7OB3+rE*n;$J-N_W4`7^=(^>yc+< zD29LZUmPvU@|C7QM%hWK^4Itj;HbCB?Q7ttSJzQ}u?Y7(1T~EMKRH^R(qAP4gJO+M0<~Z<}4i-@57pwQKTlRLpWIh?3z<7fNJ*Hr)aG!gl5>}S*k=OdE8YF!?C*wBA zJEx^wrxtK}Uy9ysbC4b`p(}BD%7@QFf+r9E!O_BSUteF69^yPH3Hk<~`L(~1Z2R&K z7e^wH6vt@^n{Yadq@&5_L#v}~->p+!pD$ry6r~?{jw|4Ny8!${^}l=_ zmT&A9a3w;SwX%Vld;v_%U41SQ!5ICiYW?Hwr%%t@)U-T$q{Ix_-vk5HV1l?qd*`E; zi?=Uj9e!(a+t`d=;1a=jWWIH5uC#|&bc7;Te#frK4#CdOZRKY^$pYi>1LvTd@Nv7N zUiEY)nS_KK*=Y;7 zvlMFznLeXoqC$u_UXEwaDRm-RZ40mr4d@JP?(RM*Pb^q-? zY~CEAOyIFxsk!PXqQSq1J%U-0{Dg|yxBrwA)^yB-hhW61UVsprL$b7 zaO!aHXG~FWwZDnck}8wsae2dS)7}Zmvplg% zEk?_1k}Yt?weGXdR;?A-W}PXLe}0ghCY{2PP)7OFsLD8hV)Dc@e%C}6999psyOP#x z%igC;MJI#F+9IZq!6~0pvdXp-5npt7s@%Fd`bsV2^*u4G1bxfAb+8M3CR$6Nq;%v8 zNZ*{Yd0;pKN74f)Wti#XYtrchk%AN^f1YX)r>$Wz>wUl#Iqy+^9<;Q83->K6W zFU?gS=+-qH_E%p(t6$ zGxZ&{aW{x7(p^>8hDdejej3g21)AnBTDF|j>-8I+DO8;cd-8Bi$5i<2*|T)EQ$Osg ziRkUKJ~b~M>Np6B8MpVt5Lkt`r_VafcP7nSOctgOe24GvwYuVqUK9n0^gf8XKtlFx zq6n|^_T$SR%!y#{pS2{zjZPcRO!XZ^l!|<&|dq)H^sJuI*mS(D?j&wcnC^fmhB##_D9fZZ-chy-40*z02)1x1KrH; zUgkmMqOJ0ToC}$ff_X8 zyIp+=U0ZL;xPgG@&DZKAGw6alxJprG%LWehJ=DdMO1J+G72o0%2$~%k@y(^3NwsCp z-Jbhdb_02NyJ05xDPsjx%R1s%Wt_m5rq`+Q2!w5XiPV4}?3(r*U89xAYc`u}q!yF^nB5=dWIz7-jjbj5Dq>-lYrTI9oZFf6X zouew+l$pMkg8NXptk$6A0n(A7V5`_^3EiVAWxgy+)#AiHBRa6^o&%KEt)pb@M{keQ ziN1Y>mt;XHA9>02p2eCIKN`?+IoP&T&V40MbeZZR_Wg9d;-Y4GM432^ZY|(c1;8Pj$TF+J2MLE)_F(!e0CII$50PuUP;W zIsK`HYVfUSAI?qr_=`ezH?yP-83Ic*2dfsic?&VA!PNZ5>iU;|3vEMJ@Re;JdQ?Yq zd7ls={VmCit0#}@#0^QNRD8`l@NmBxVK$Yl1%(HQKCzZebMIlJ9(v*3oU*mM&fc?Ori@wI z9$FekY<(~tU)?Oxx=>CDpBTJfogk26%JlS@9O1wI?v+4iJ4T<^3tN>g9s6*=9X2)F znzU2HxWP}l>aH@K?zR)e{k>lQp4`yTn+mkWi)hICxkKSPawRqeM0|N_ev0bn$XkU; zlsTDe8Pu=lXktwUU9$5vIlUTt%8)ZkMHx>)Eab)g^Sgyv8Bx=m`w%6p1d=I8_o?or zG{e6ub8m5O1oWF%SDrXZOgmd#pxn4wwqN=od!~KmYCx8F6i<%B23j(GBuzR}VH|lD zF|x2-EtWlQ7-I@!7%ZAo%~pJfFcd8E3)Y%j>dgw(kV+buJ=zp7bgr>(c2D1vX7nk3 z0-~RtPj_3~GELG>uksKaduIQs&i+Uz>?J_y@0rOY(EHT&Jv)cn<2UCbrqj9WagXqx zcC2S-1;HHJ$xdL)x+gK%?Sbt*6#8MLIiI-f=~n6x)%})`zGBmbC~OenMfEfSp(DeJ zjstX>O7t^oGmzN-J&-UoW^V(TkulmbdGGWGCn>gEKyqMX^EDaKSv^JIc0BT+Onvnf z1Jbe^eW~KJJrygsCileB+Xv6}A*HccO;sDa%8KUbbxRtg*_s~gXyDMfHJY9 zqplPvEl;`Ub3x{clmAqimKBpJ@C-L`q0KfbK zpX;B#9qfO@Yqy?En7dxc-_)Q3$s2YRDh8UVb&k$-yQ6A@GM7W0`ezB*_Vw0*D>tn9 zQ(etlW1r{0a||D0s5dWov7^e`pNF)O(pJnx`fyh1a6*uFrL!Hs{aNYOsTk*86v#O- zM=cAI2=P>{Q;EVB=E4H!E-JxI6%ERW5Qs<1VRPVZM3wWeaowiD{10W{8P;Ulw7trT z3Ie+#Abk}P0RfTTZGeLGUIGfzd+$MIZAcN38k+Q8q=XP4BGP*e5J*5E2qB3OLa5=p zarY_jcRcVu?=SL?Ij;M<=A4=HoEh4AEUvpxAwOg>_<%d8w%Bd~EW4RRt5pj=cyE%~ zup{e2I}&!8bNXPOoq^-i)Thwb)hDF>$fg}FgLo@~pOlIjVtt~2EW5$j{=;sfzbmQ# z!xmUf<$O1bJTCZET$g}X_C0e{UDNrmu^#WkV1rNXILY%K4q7q~HX}(x!TYGL?G1(f zkj4B|Fappvv82C8>ay|uk4!gS*P91UOQ-%Td} z<+qx6ni{h8&X`-?F(}p61!+_c#Q;QsOw}XGW09%t_{DXWFmpjNu3|ZbokfL&ocs;X2|3d=S&UDkUtE=m{phFSJ$%BG# zyp1?nRdvGe3nenR%-lUF)sK!%FK5r%6q^H)^~8FRt?SX=+m%<1jDECIqC?Yps(ttE zJtG8GpP$TpGX7e7?90m>$?%QuMMB2xwy=DylJn+@-c3L0^0Vs{lXnLozNE`WbZ+&M z$F`gY0+(h^>-AUhXA=`oKb<;N6iHIjeI^ZAcCsJXD!*!2@i;XkWwsVhG4dF7?GZ^$ zr0SCq{T>S;+CPQ{5c@9XkV`Y1<~OrpPNJV~Bk{$Qw z<+j&-A+`I7A|IjY)bTf)n3Av+< zKEEUB#_c<0PDt%H=@{{CFR8F@rnFK4oy-*XU9tdgQ8?aP&Hb;@HumOhDqux7$fW9< zwCK#F?a`toeguS~1-%9mitXoBEI|OwOdsm6_Iw5C;>vk`&9&lVVE13#*KZb_x|%WE zWAAw>78&0vSER^h?NNs+;VEsPqk*j=RdnD3L8Om3-P!53HTUP$>(fr=OLU?a(S|8# zZM&4%huKfgSgM1ms2W9!abJzhD^;5wN{>^aKSk9G{-aT0IUkfTJ^RY}DzA@{ z9Q<~u=W6?McTp!Y^_D9ziY0xZwM0Iw_+*B%)Typ@|6r{$P=_StW{cD-ZO87NnM8|T zfArJtZ;faDeh#^j9Q#zR8l7Eiu}KdE_2+Hd-A3#1*uF~1B5RXpuFJJf+qXx`RyY5c z3>Aa>mQhx3J0mFb`@wTG^NT`IVm@^U_`fy zNl`3`Jt1R4CGRuslW<{rEK@LMo0xuT?)S~4ZwB76er4CBy!Z|g;gJ%n{q6B* z10yckHgBis?939a$!xXezIXgPq&=yTsa4*_GN&*c1bdlt!z}FHh=V!8q1cIh()`Bb zw~PJ*qSo)Z{P{5Mh6ZD<*68EZP>1B{Z}e(jhJQ%QWKo;KEZkT{DitT!gH#N5E1D1Q zjh@fK^_d3BXWt;SE78ey#97UKD-H09BZ4ChNMOMK%P#H=n&L!5UZ-uv9-EYBwr2)2BU!~B!i49+g zeC?b`GG{W@>gt3~i#hi`sd1UrqnVl-x>Ix0TT_~M+%l6_3uoC6>OS-EOo~SXjhV0XMrRcLm!A7M?m}uBrJ4Qk1nX6vhe|8oLm|i zkKwuMaI*{o-BL)F{uM1};PcpwZ_=1IQ(i9)*Y2mQkj8SS4tmTOl5J*wN&RbROow+S z8-M=+u7I`7-Yik7%=#X^nknWf-Cqc9yN@)Ya~gb4NDPTPQXYBcP)cCaaxI4L>n1P= z0uzp`0V!P9fjVqQ3MERF*eT1uNf)4wzFvfgB*nOx8D!e`7t)(}6g|LfC;EXnlMG)} zteax3Khy^htBS|CJj}+kv@eNpH+9|Q4aDVh#qzRm>%7H|e=Vc=FOMUHW+f7VNbQ5z z1~u@nhi1EDLR}88>T`^n6gT3tw-bsEQy4s_!{SJz669N6>$3hB5zz>vRs|aiJ1wk`)5=P~l!v(H z&UiCE1rv!rRq5{yCl(vd0{p4Trh!{J40YY^>)(@nE*5AXB!>2zsq_zcGauDjcZ=(A zhc+NuQJFOOqYju46OR9ZN7Wo`2o9(yj=FmF7;B`j*6PM3@k*!H+-EDFk({~a((ao& zS)LJxlk%#KNmKMNPg2&>5aAyCBFQ%S=&iAYAJv+K$+tx2d{rGTK2!)kFvc@ z4T!cJHi>uK)$%y5Ch)KDvwraD6c`(I)fHtE)R3;3WVF0Gc_K z`?TKLeA`G3OGvFVN_?atuzzpU40Nc-8VP;!97DFuo<~^S5a~;ih#>3{O8y6S6Sp0Z z=`0!_t_+a`F-PY9tiTt${^(2x_cOqvhVAbkIeJr_f(liA77R1>^A0Tv1ki2LV$%#5 zK?#y*iWkb0CMXoG(fgZ@_wkP3Bg*lHv&{_rh;yk8iQUFmoLk1|emZ?(XLo~T1dl&V z@J9yHEyCQ((ca~A5&uC1^-~@7+rJV#zzlD0+niG*zj*@p2y+-;khh2nT7T_f^$BV=N{?>}ymu4bw-<*vJ{A+%#A-4kZ@Az9k?m2t)PWXGIE=#wAxSL4$REJ*$8HO=ye$E0>A4#&x3MeohOyJhKgD;ia8p`eoiI9-?)MEGvx zg+rBwyGmd#N2|T5Xo+>>yHr-O!Vsp6LX8f=M8Ce`@S>eXy2Drf!wRhHgT+@}7fzk$ z=ANKJfPmrRHB{|8lpb^4Ib(E%cgpzrBS%*Ln{P>=9Yy;rNji_v_87PuH0BD0?E&$1 z@!3~*i*Nd-5>$e18fqT(Gf9@-=7+5a`6rhG4N(tq8W;SPc`Ad2ImOY03_0g9(D{k_X4p(3jDX|yC=PXvMMn&&9ZFSKt!kRR^34d zI;=xokGRVlP8^10XFV-^{rZ~mYUC+H-Qd%=bI%MLRX%4BK2vyR7;-;8=II4J-QR9U zK94MX?R)?J$xD~cKJc&Jg=o1;!zYQibo=F0Qji%T6GRG$+V6^$^C9w5NXaQe!A(|S zs6FDZO&tS61L1fHck}V!gOPJMAnetN4ai@Hrt7u)nSiXcbFAH5de`;$z^&R%dn*r7 zc}y6;1mj+Fhu;15o@x(|8zJ_lGEys+3bIFQ@*V-g89V=vD}S6Qkjy$+u<^#ppjJh? zJ<$Ixn@F)72%b4axy4|;7p=TYI6Y5%tvxww%w_Kj)!h&{auO`C;NO%uKTB1iY1B?7c+`L7-H zvPCDPY{)V@d+I)SuX$dIa!1}~(M*uHMSgwXhuWY{i@8!{vK=^$nsU?Zug_$y`HWAL zLsUu&`V|Ta-N2vzxGJqz#>?#vUzp=SI<}2^09Hht&OPU0kIpusA#;ol{g+16x>MYn zwkJbTKGeYI-LX&RQm8%O2n-XCacpe1GbQPu}|cByAJnVYqvmF>}W+eOb`YQ4NBC)ZbBszw$vm+)y4r@x>iKD2H@9H0v&1b$~_ zNIlTUCWjxH@vH)`ViNUE_TJ|Q427Qs@p2@CeHOpYK!18Rpb zw@d`yy$lN3ZsS1bB`BiLDNXwoj$M?HDNaQ;t14L_B?)|DZJV*N!_R2cqcuGcWN)`r z#ANcR$c%c^ZG-m`q++P?(032osdD}!W06ik649108+f8XDyzL>SDPdq>Jfr|Rp(v; zERn40(~${u+p#Izw|nJP{Y{nLWv)bt<$FLaUgq}coWAH{RCz_=?XXl%N?ei+(cvmC z$!#2-b}rMU0%nRzI&i)JNdujuzMv_eAqT4;R!yan&Y)_4JrY&S092_z&m}es?0aO| zrQjA})oueJs1Sk?%EG-CuqC;1Jw$7JT>;f+j~F$|8xSl9w_=xf%ivMCZY$4nW$x*= z&DoToH}Cm3wp(;uk>`&bD)j_t=KiMP z+4yvXLwA|oN{U-f-wKD?fMJK}f)SG#1nL?^88OpruwQV!7sS|qS`lp+U}>gjYagCt z)+2oi_c7u#w|-B@re4d*?YlieJWRY*59!(VA6bSIV5$o<+y%_i#MkRruXHB8^K(e- z*}2=SohF=w+KJdY(xeHXJohQ@l4seAd}Ih+nZ!1y2*vSY&&Xtx3iShHrS_5un?)&NhJ+pwE8@D$~gayI7ugbWd2@ zVe#qQ+d_Pvr<{zP>!DsptEeueSu2Kg%N(VTczPRTxHMv94li28JzBW%4`XEvk8v-@4(J$su+K%(m%GwGXfs;)m z5EPj(_@+z~6|0B}GZ8V+M|emh!n>1Fg*+bmdZP47Xjf8E2UdL7>zR*Y-anfG0;84d zDlJ^-qEo<`bpO~M_1(Cimsh~~OejgLBGz2lrkASi)%m=l#tdio$OpLU&(@Q-T!N)ws{u(=0XS z!dKAe(~fDsI*eeQ?zBBVsqK2}l=j-&Op!qycwfMN{fv8GHJZjK_trBBZ>e5us1YA) zSp@TL9?Cij7kNRnkUu9QvBxe-$Nb@g2L=)CcU_UwzJ5V&pvP1Yu+?@I z#W`KK`;;+wVfkgtF=hAr01m`mHRQTFJ4!p6SydJ6J#_(9J@b9sVr-ufa(H9k>yM27 zApc$msi`MQ`&IbFDue3u=Itx$Kr#-F0STgJ)6!7-J#dkGL_k6YK}r$_%*^Q}|Ut&*m~ zS_2vCOC4tV2zoNPnmc?@$> z$6QJAr<5|%3RS4DZ;BR$Zok-ZArsrL>u%iReXpXVB!Peqr3bsTla8~-@s=0EAAbnQ zWU=n;RkxS#4Q~ns7Cp9|u_$_fcu6J}U8HajhC0agRg8fu9qZ^_(97;65<60=%&$7b z)dwN2V6>Kiw0GL4gmWZ;0Ds862QK&BColi}4JmvoJ!N@`Y78s`q%yvYz$ z_u|lo{g0V0%b&{H?UoX*=l^NF$yt4Ch?7m&TEpAks%ph9wQ-r|I0ys)koGrEUz%=@ z^aJ(wSfe}o@7FZ0nG}Cec1N}(r@MPm=J-}5eLvytl{nEA_5nsCJ*`VFGl>WQ0Y50K zOT6-xvM&(Q-V02y4{hkLza9>ThQeb_&2C*;pH~XL*PL5QF-Z`$&>&Gccww*Uj`Hxg zbe{&?Iwg2f*64Fr>@0m637RA}GKHx_Wl-5caNJ(DsvD`17JV*rrCHh%9d&O0D$`7G zx|OT3h3!)5cyAtOv`Z;c-)S-#=vKUe5LYqtqCSu2kPCi+Kaczv2)pUZq1*9oQS)Kv zbe-VfnP#nXk4L)}9n1ABehxopfl#cQCUAtR}B5 zBq>94^OewDhqt6XwJ){Ow-#@2kV(w-p<^>{wc?#DUmnbDn38Gi0UX)p>Kmg1QCqxC zLN&orzL9S#c~?8PlarIV_iAZ~b%ICX#bccMnZwR*LQC&6AYRLDu?{OTLhQMQYzhQ` z@7QUk*+Q12CMto3UaeFIcw;!~Wdm`l+j(#F3_q8Q3L}xKP(EG)!l4MQqOytavh78b zE8qGp2etXmF73BZ|3qDFpOyW#3S8oDg-m(gkqb&bEBt&bdkR@6lRkHID@X!MYf&Y0 zT~kaYXes0bHi#jHOUL+aK>LJf_-YG$bge~!yzrTQs%}2Z3$)nN?Pz)6-@f`p6@jUk z@}uo^P;wsFDDrHPn>v{1F}RW`074huZCS1D8u!xDLCptEv zth}6%p2col1-8^>ty7mJa-Ah+paEAAP$AI5abd{k5XZ@4A+0Yv*MPOuhP6hK<5=mYAy$1s#3kVsP(NxsUYS z38F>I1AfD$ix5fsahZ>L6M>tjXM9_N_`f&@r6>-$rTOE#gOUusODCB!6h=rhT>A@o zEzxU>hdEN>ameclSTV=b%LOn!LbzO}U95`;YCQ+fawGq)I>;ZrT^D2(@%Sxb{0p%c z!CYVBv<%U~b>KtD!>>qg0o!Pjh@a0GT^$Vc;|^kZXYMo!q;03cX0nHek|ISZ! z1``b*MF8CkAPaW(6qNGBidB<*5!6fN!hc#9{L{hx4ZE|9g{7K*2#RQlsKwT}uXi={ z2vA;l^{|ZZrf^91f|T*w9;dU%e7^dk@H>(vWeqacIjqp(!#*dc zm&)1$Pevjj!s`K$Y%I*Mxb&V>)!DeTJu)IeLX~28KmA}i8g8DB0MWDDKHcmVj7DgI zU5nqg>W`ShH7Dl(Hx!V>DjxaeC3} z3)fLyXR`-@Z}SqAwR)MT^si4yM-16ZX(ZwDE=sd85D$1IfMXWn2vm z3MZ^ubOZ@6A27+J^>4QdfqPD3s+!v$|%5TOrKcX5Pmvea3TT65$L>m9WNXB zhl!MndF8DWBHxEJx2F$E*FM?rYBwp{eO!|{+4d|}#^BA~sWDR7a-ECS^7t*LX>fv@ zJKeWZT7wel)`xobWskg58`Z0Ms*^(EWG>xq{xhwER&;vzjYgtqTnM|*5vKfdLh~u@ zg`{WmrvgtKZt>q(-X*6tp{a!2OJ!5v8{T%m@bFEozN^kW>i^?cRGIu3%p}^q$%-ME z5egbXv z>&}Pmn7>ARlmMR3i%d!;BhTpDYKNC>ckN@RjX>P)2)}b{33-e5)H3V>QUjzM$uSztexnTZ5QG1^TYj4F@giTb+&-_7{R0FT{wIMsJ`kSx!(5+4%@k=dt90hik82}X;6|OcTGT{Z{1{^Z~2P* zxA|9JOS=;^wGw2m3UJ;isVGJw`sx!e9}zXq`U0+A8*x$=j6PvkPn(gcqJvnSvAv%Q zEW~hX2Br?**(Pz48d*;d9O(DRP+cuE#4;^<(4pqM+PfN>&D&k|`S1Lo!^7fDi~g`E z7^rHXI`jJy5JJztSEUzTi@n?4yYwJQMo1vU%TR30EgW&|js5%mN@krye%|PVNRd%v zFRzqrXjii~Y!7P!;p?xYakrsP)e_ev?bVUn5b#vqP$t+GZjTL_G0ZnSi<-XBxV@=Z zW<`Ps>Yv3i7CwO}WbKWoKhB7di!Lems5O8%aBx!Y9`$tp1vm`XTBUyM&b6*6*`{9V z5|V=9{r$?oP`8YvM>qmau>I+{M~~t0{>LFN7w|dcSfjXvfJo`GPU8U4q7(1W8Auz_Gh08&OI`JQ<0V4QkKk8>>v6h4jqL4G(L9CuXg6L-d;hk9q`ktA zt%*}@-n{Zx?Y5$Vf@gmZ9naZ1nF+^X$^-119FO*-|Nc23E{_P~WvM^N8W6+aT0LeU zeDy{tinY-54j{2A{+vmP^3XrA8@TM4iqKM})ALa-#YRnryo#9a^o@6D*BxW=2uW|jC? zXB6wTN)Kq>u-}HJ?)Ryo^5}OdqapFlgQBT-P^!T2TtRGard ze7Q~bqE27%^~W!SlAOC^c{z}JN6|xRhmCN{Cckv(&~#%t&NMC;E>4KcXS{c{)N9^2 zmAYlBV4H~i7Ab;Qo-x~uZRMOQOOW2Lw-{jy_kj20*#?)~|9G-4i13Gykd+$>g$U75 zf4`^=#4duAIy6vorVh+E(hrO{zy+|!!2IXKlC#}x;IrEiv_&46=G(7WgpCW0%gkF~ z@uxkmgR;rtd+wSyN-UVtEplJGfr}p@fuvUvNP0h6G4SeoncQaJf`0Yyn?RzLyXov) zNz*NFn3sz&j-CW>Pl9~nW#n2ZJnebg0cT(t{7dMA4he^C`URxPTJ?oMUe=?hVEmqCJma843w!lhe-c?9st?& zz4L(qZEQPOq+8wFe8nMEHde96kW8WE=HU3Nq87Gr*D3mRslYEc_cu`B`P9fH%d7_; z{x<-ZVX`|g-auA}^11}I$Y=tRt(*Gq6MkpooObX0LT$jea6Uh#o$4Qa1W?;uNctQJ z=rm6EBu;`}i55_6%Dn3jVmf2PC(orlImUX?Jwq0D=nO*sW)K=E`-@Y0)Hc z85Ruh4lGd=TPM>$o*-yvwn8x(OaL42yhwxfc+Zg3# z>&iA`LFQ=M7;HUcr0Tz3spYyc?r#P+A2XUxvgUILb%SF^E`f~dHspZEIy>KG?J^Zb z^iGmkdM2GH{Ns!=PA?RuqO8-}%3Hw+#;!9qaL+p(+70zj9vprYgL!)=R5?w%-J+PR&fO^)6WkJ>_j*d zzl~>Zu1qc!qyn(2Ag!k%bzr;$E;+$c@7A-UIQWgHNgAee9FypMSO_w`;azxWM&{Pn zQNvm;rD6X$yovD;CwT>hEudrd*ipT^R8|R+E=J~XD7wS^iLp}Uu(=h@jXC<*ixLK2 z#AaC~^dz;(I8yWd?!5*lgS^u`Ee=YNVn1MQ&Y?{Q+b->XN9M8uhu30#a%ti)5MIRJ z`F=C3c(d*6MK(5J{d+zQ{wA~Tc?i;Evx-KOT7TutMv6U?6A6o`37%)1Pu1st>p~bL zwD%f5e5m;GY9B^M)vR{w0xZ6ln5z*R^L}{bCeo<+@-FDaWQQz1VGH=HI6Zq@A=n_onH}qa=gJame zM3Cvt6(<%E{Tm^{!vKMLrs>rRV~zWhb#^4Ilr}+l?oV;j*Lyu4GrzNLeSj_8>7(vn z3D9S!+&U`ilifXZSNluJe2Om)zsoQC){Wo+o~Eit8TfB8QqILjwGda5!Kv7089hC( zj;NmU3g0&?)&c2g_Fb4b(}j+Wa3IkYc7ZH0n%7Zv)nl$KiaPYgk1Qysy7o4DRjube zu~U7^HuR}=UU+_)*Q?g!TOg$nIg0&*_!(SBWjz!mN`r$| z?vx$)6w2n^)AH<`AnLaH4 zRY{(2aa^pD>jvhm9pk@lWuIs>0@!5^-5|uT!Tmdi;oS01rn7Wgo~L4(3f5sW?R$o8 z53I|OH5KENqL7_Xf!Z+lMmMTsgu*CnSqX3#Swu~V8Yfcu^kQjHg9)MaO?z+1b*tvD ze?F>vgzS(<^umsTQ{evsCH>d5hG?SRe{!N{eHkgIlu25t~SHYUoTlK=tA$R(HWfA{K? z=&~h6*$w?8sm>MSVCiGFJ-oApj{)8XmjYF|FT>V7A6Cj>xl5yUHT-Kn`}jQNW@*O{ zyKsQisB>>rAjVRA&@moIJd;^hRv=V%AWbe#tY7)ets7+1ZMo3ZsT&{1x6t>4L#8;` z=~UQYDGXpRhL$KL1eewXf;e&a8Kk(_(HtydUOQG_a&nvGv^}Bh4X4597=+som{nBG zn@oxN^2$1|s0i}$o3VRUwcydIYtIR8zUs%^381kbSY zHV2(5CWg-e65=&xJuknTGoB=)ER+3;!#DJX4fm-d&f{~}VMXJw7vgz(bQyHUK-zsY zir8E`;|K`$iv8Ex4&BCWlJWPqT3E`>MQEzIN1byn`0mma!RAq>eZ%}tj~i+5(Fhi_ zvO63#s6R2m5`WFad|}4)C$7GF?vfceFJ2o~{@}kni8^&vTuRD_8`K%xk-ieT1UfVT zhH)DzY}*WwWdJwAGI(WC{s8nNb$h0uQ`nC!{fO+b+TA|~^|xd<>!*t{exyo~EMhNh za82`;s;v9+`SA`aA0t}2^^;ZsU^Ix~$yTVdd~ojY@JO_Um6u*nv?KX7a2LFK2>ZeQ zrC||89wiMsk9xgvP(I>Ax>YzhnsdW-cdB3~rFXA0?nS~P96@h^0<{J3_TnT| z#LuCDt=F5a$tshlSmBQVIfsnEJA^-(a>99)j-Y`~Yj*rrG zZ(8wY(d?_JklAzZ9RNyq*zk$g*&|%GP$1W|u zQrWzi^g-0@j$e6$ngMIM1oqjtrJM}?s>?52NrSU%{W-M(n7BcG&sF)kIAKDdCy)I7 zzfe>&$++3n0LsV|&3@E0!Ux3RH&ahS5F;II^!MsbLH-HHg{FpsDqz1oC zoS3rN_~aqwKvqM!WtLf65Vb7bA+f==W#!F{X>L3mio1Ik-1eQU9R(fIuyG3Q(@)pA zl&^=Ik5?sK4=ZOS?8`bRs2y<-znlbcLiHz3gcHvP;z?~&TT6_n=p~@><@^ge6xP4x zucTBHZ=-~o0D6pTJ#LZlmL^O_h<5+o!CCwX5}7Q6x~nN?>+y10?<{Z);*bqAy-DxW z%({|PGL3lvEp-per{|ZBDqgt)U!Y(4fUAig2=|E~T6!?m%+>_#1ouMFM*Ct|OeO#$ ztcSdUzqRVD+W3{3+_k-0_Nfmw3J2*(B9PKd3~Ev4<)<>;7)2JN!oV=5_NCstYClW8 z-7p2`<&RE6{_aEXSk4_4WIG&2Q=8jM-$ejR!ihI0!mnHDgerFV&riu1k4Q)np?&z1 z9%?UF8l^4S*_G$t%R@0)S}p-Xn~vHv*L>$@WK6~_nmAr1x^|2>l#b5g zC#$tFGfBxl0iy*dwdL$cJ3co3+eh#uT)@2i?vDZ)t^I&TJ;ByXKIfKoKKV~CdH?C@ zGeRL?K`nR8oUcE-C2FXF#<{{z;KQy9IyoD9O`5Yb8sJh2fqIjn$zk&HH^= zZjEtpK>$8qU-fPJrdXq#&zt7S9k>_#@(a3Rwxtug()`i;$4X$a*5Gs2n+}6}CcYhaW$bje)s8w7V9G-GTGB7S zOrIcADxT$`pe|c%J+1*iT+@S#{l<&{a_UAH`Kp#>UAw3;JcKYP;DemR8k|=8_*U$? z6U5;(VjryAl(8cl!m);r)Os&0rIei!_r5f$e&W%7-kJ{Xqcr6hjZ?wlz1U&-yykOy zRHdHQrc~kCR5Y&x{1pe%vZT3|_fsGKIXQfFyoYxH`gW`t3rbb=DRWcK3NV-ny33DJ zRCpa3V**qJste*U>hX)(+HVVY^$ixI-!P7cFa}$Sgp4sA9liYXGZdU4GgUnEj~5WU zs=O3-|07)3uOF6*F7j~{)R~_EQcw;c1$C>2dyG#90THfynRDS-D}Yjyx6M=4{W#Bc zXQ+V%ay!$LIrJz&!;8`K7fMw&ZG8N|Wm-oA9TTUfimaOWc$BW>{fWKXgajh2Kj8&CJBrELMBDwGr@<<=v=mud5!y9aeugF1N;k% zdD9$|EtnvuN}jCDXulq?)`jME+1-qQ^_cnK7=;6Ry=)Vk!!s8scJ?x60hSD)odz#p zfBk=!UwnRZ$bmbmJz+oRfHgKyzwIqc-Hfur_k(t>vi<()&i4X$3E%%*&3lYl zey0AzEcP3HXn8%sTWgQnRGD`6C{O(a@Q>QcyIdjpK!z0#zI5&Y%PBIm9svZ)HN?W6 zeie+g%qavRb~v8T0jODyqhsBj^( zNpe*|NnS%kr>7KTN=JMp+i;enntqb1UJvKL)mZY4XMYd(i$&LMJ73-UN+S+ z6sxbG^UFmD67HPlmi3O+FJn!4%;`Acr3zV=lkKNR;6PZZzL!!_@|>GSymYhy14Ker->Y2?X_$n-`=uhzBlcA z<&g401s!Q|`;Tp7E_Jv*=+djiFYV>6XT9?rns9=WKX{ZbTMw^2a-#OX5i%k)9xd9L z{T~-a!sk-dzIz#~>+~adH4{oPzogsJ5nx!}SeK7%B;d64?D0GLi{z2b{r0{0-b*gs zPqo{x*KCo*c1M>c1wZChRtay`TNY&i=5G~0ib5bR-+v~8}P*>hX zXtU1dB;w$;yf23v{Hx!U2jw3&UQa{b{b7A4v{Ko38Pc%aY=H0)sy}hm%z@d%l~8`H znU;(q9)LCLSl?nJC##B7bK`vR%(W`%;Rlpy{+>B`fH{6_uSwF z;Tr$G7$CU`?Eb9Xkh{A5xOO@o;3}P`H=3pwXQ%zHtCr6fwFGVc!6*2DU48yjL9p$L zPw~)3`G5UY0xl^kIn+^QAAzq}wVXU9i3rib#pH$tQCrSsT9bE}Od2{|rt{77=ytqj z+-+H}0Sh|}X8ddcT>EWnf4G%Q+leEmAkF#&pkse_?|0pQV60~8TDjL->FzuV^FIb! zJ^^|Vfy}TNB?BNg2l`a5dTd!qAj2Hstt}!JxSe&jNo;-=u5)?EC%i^*IL}VQg*YG% zh#FUi*OhC_eIRZb+%?V;552rPste{YT~6M-T8tHD64uVejpB0QCIv_yBRCsGwKV4_ znU1U;;6<1RRXpfV1nrVn>nH1QC02oP z;Qhs?;wlA!zl-b@CW+IFFoHeenoZY$phR}lg7~tV&F{MG01q(8$pM32E&4})#(#Y) zntrq2t28qhFRhzdw$QTpK2Dc3g@r}@`N2>s$ma>bHi7YNY`7%e%~MOT)0t)rg+66! zqg~2?1ZK3?4A-Z*2c!YNa_CZDD~2J+aIm#~(@L3<zDQh!@KU=f zCT5k(>rZu>PU=}4P9rE8HR@inbr*`UYEbhTcLn^XRCp=*Vq>YmoNB3)(UP&Biy2=w zkNMWztC`@Bn2mo{X~xsFKR#Rf@pyYg`$^)-4zk}jOW1VzAb-?RxtTgpNA+HCTFSZ$ zBt|QJgak$@aAoT3csA`!QN-X1lbDHV{T^gp?)nRC`RE> zNO#|>oi^lKY%yvf){SBUo$3oNR%1A{z{EE#V{4GQ=AZOI)_T{!eGz@#$EtZXC{?<$ zTD(V;M=7P6*m*wqji@Bhu>r+WvM;_K(*%=9DILZ zKjoQIc0KBL(?OmfT{NP z?vdP3lHYp7Tmv>kn`nb)yBjeg8|}UP=1t^)c`6<2wX7N%C*U=N;skN&24m%weKfZL z8E%b3?6x@g6Z&AG4o#D=8z1)}H!4RCwZXajfydo~k8<;(t+7+P0j|C%}R4Z zmyg)PvBa_vpQLK+vK5R;K;U|09+w+!PU=T-}ib)?Q5lOY1zCl*H~2E0xK7Mv37 z-^#-0o{g;LF>u(i)LmE9!f(|J-W(r4sL~V*Z~P22r=5x?35s;t_VPCDnv?N{9m#fV z820*GCCyZ+5DqH7>z#u9y6oQ+DN=dI(!eh$$L;@cD^Eu>@9A56>`wY4GJOfzH~BRt zupe)`-g$4%z{Lr~v`Ip`hF+)Ne{r6SFR8dzpeL5uC@$%}!Ip}6WUzU44x@~iKJ9}h zf8gFxT3)}$-JMYk?wAS&--8|#(-Rb>bfhiFvtQP>zM+u~BA44W}30+8ik1%E0`;XN|zgJmzu;9ro&eqRK62GfjlGX*yz=LB8)f_hi(Uq98XJ9Xb)g5NPX#DPIYqqJ~#2FR0J`-AWd zM2P`hK*TusWq;x@U@5W6?}8|wu|IOq`TyrA4&qt{D@>N(mSOYtW>0qngjyzjP!!Wa zG&#->?08a>>Rk5KOVxCr#9s5+ujb~}-w&yP&TPi2Fcx*h$GiHNSiZLu80PaHXrWnm zc(U)f{3%b8Sh02-q5~n#VvR)qn%d#Syg%e}UW_ROIM052QMbFgb4x@DhHe(W&@fjQ z_G)9aQ0K1Z-26S<$3THz=&jnoEmpFlkwj=%=jxBSUu%O_bKYr`&ka3+#gBNi@c$J0 zR&yAvi&$id!2t+0o#1(={44YCu%8I(y(0Y0 zzF0Tz`R}-+V;Vs5vzS}mSH%JN2zIl6$0}Tu)0B&p^TSLV)ksHeB*EK)=-J&wRv;3z_gVDV+yNyZ80)VShH@%(v`(B@=OxIN@WkP2dpQzL_m0 zxBg1)V<@b3L9T2sWg;n3Ho?=VL}*VS0^gYko8WnRRHUJ}S~>Vn;P20_9M1y*|0Kho&kaYgOP z-wGuhZz%PpdwCG(7!Q+um^fwl#mGIJ#Y_P5d$MHUk4I!2Qfz5PW1MfbzerbGRWs?s z0M0<)H%-6vz&>2#!?lm>6844Q{hi6YgDJ|{SoJ=&=ywASgmW{xYu*gb(^quD2V@Yd zgOCw6R5_Wq7TjtZgIOIjrA)hq%S_-r`p2Ly;W8d+8J8$?X=(v*!mZvi0ASx{EVnNK?a7O3-5*p%>V^s@BI+NqH%5^%WTu{AD6f0 z_;zfEobeX>5vAG*%8R^?zQ&A}A>vV&xIgcQjFj8GqB#(0S>-8EpqXG(=;oMn){C%0T8*ZKjTY!M*0l@J$q zsREgE)>fT1U>Fg8Fq?ehW^&v6 zZeW+2FYGB`I1AD{z;~=^St7K3nxWyo=-t?wA*sdg^bOgQk6)6*tpUkIxo<48UOKZw zgsA6Z4BwGjLBh(t;J4P|1xuvtrl8U=pn28vdUYHSxh1{7>|yz^a$`%lY^>S(?J;P1 z*qEZNh~x4}{){L(k&uy5UQ*F)4)@3FQ*BfYNo71jdijPEYZF>0wF=2ZtuEKB8rMnv zYWu!V7CXE}9&(>^oZk zZcEgBFXClbO|SGoBTaV$v(U!;Pd&4|sWUpKIfH9G@V~t3qfb+n!y2aQ`kb?-Cty{g z6)Dh{TAL?4IAnBoX=3NAl@urSQuTpv1Bs*cTuG3hT<_m{Rlz zU}Q*xTUxtQ$F>S!Aa}caknkMSxI5;G>w;z#JvYJQp}P=tpi2hOw+I?K>m79Si#I|5 zlmYZ1nU|>(MueF&kC7#5|0{9agK+5fL1d7?gmS~r!AOIqxc!CxfR%u&FL+#M({-(t zNnm@Y&UcrB39zL*^9Ng7DM3E9VHm4<;=(|ZH7R7%@HTGOFmuu+d^C9gQ3t}Re2ec@ zx&};cF<44B7_G;Pp*Bk>5}6l)=0=tf%W^{3X@zk=Gsv;w2~Sz;u~^O^*;iXa~k3j8fNze&3~Mjk(g5 z{+=g|mKKat$#|DNoiI4AQxi^uG-KOis#UN=_QV6rYYUNCA=!|tWia5v|U<3s!&bD0wqZ?&< zlOvtPCnX{uE>O$!S5?ENkov70GWI&H&GGRgqm^CnD$OUZD60~3M=SLoy$7oFV{bmC zT8$S>+u2ExknwwNDJ5H{k7yQ=J=~3zKC_gR(-ZL-k#`~?F){zk3wj40y)kv3VIu}Y zPwSAX=r$q3Nq(=@e9EQW zNA5+~EU}IZ-!+I}KdLPG@5Dm5CXLV!^~`YUc4TZU(vAsT4w09pQ;2EQZVp}M*2I348k(fB~2{+lQ9AbI_^PC5bKkE zC^Cywp^gt~1`77Ax3OXFgZaJsu8~sO(bB9 zO7%9onF6W-=R7P^;z}W#&*wLk*r)=W+(p=vT5K3x?vN6Ut>t->L^f=!EL}adv@+5H z`r`aCo~P;R_gL}jnG@)l#QNiVbyTgMpLi93YE{8(&fo)nB@cwb@gDm{ti=*@2Th?rEvOl zNaO`A#=L1%=w@aU4%g^U*ZaGbMur$6bQG8K3jhU-vRz!?x=vBGfPpCU6d|MH58D@; zv+Xo-&!8cNx8h1EchdK+l|eE>!6F3lTUI#HLIq-@0Va$x(zPbMc6wOa%{%zCN2O#u)_@WENlx%F5?-2UGpdB>+YhhOBb#8 zp7eg0i{Blrdfgkc@jCQ@T!32imh;ncIH~xx--Z87iv4n;00`y1yHl{TZhzT*`y98t z;eaCP|55gpVO4h9+9Co1BGN4?9nvi<5Trr6ySuwVN?N+RySqWUrMtVk;d|Emy5sEg z$+geF^>eQIj4|f8W6UYCaU4;%0XKi%pH41b^JD+m8=CX0YDS})$#5K_k@e-goiE?x zxWyw;vQc|5r?Hz=72tKTf=g~F-8k0G88m8NE5|m<3gPU?!)MkjzBJCbHLd+s5lbwh zm@B4N#H?Fpy9s(@rn7u|{x%?*n)ZFofV+Z=Oyh&e6B>j8Sc9S{SjuJ3``EsuibhI^y4LAqXH&Q>)S`2_dz&w4&Cnnb(Rgs2Ww%=jZ3nJmn*)m}5?W2K^1Z(*!>q3N zj-UN?(a9Tq5giv*+;L%>*~Mgzb(}v`F!KZ;Y`YRIU$a!VG#5gkUENAaN{$t&)T^VA zi&I#(UXxp`M%Gp7n4nP_x?PGNI>qfI3Fp0Fx=wa^O^hp*Er>)M_c)V8_U&+7YXWXLEKub^9UnD^#N-bF3OSQecRNmc;BFWS^3PPe2l>Nde3D^w z!JSaT^9!cM6E4_KiShtBYdM3pX;1LtAqa@u&%jQCvuwd}x3J%iTL)jh!}mb4()Jt- zV53#cOBaf5cI+s5jqRb~J#NEhL@=|jR#^{4;pSbYPlqPgF7SASJCDbTnYUJ{C$NEI z6CkSOJpSgav*U%4Ns>WYky-2| zzVgpMI2hirfL||3>>!Ee>5Fe^u7rqmu|7UNj$^aQ170b~_^4Dx`kqM82DIb!t3G8R zZ~m){aP-hZ$K#q)3r1h1?rm{ZGe@PcoQils4L~hV+&2jqi>RvCcjB8dru-sU{ooC6 z*pri8$dAsaTYvd8$12()^s_C|LCqWq`*eA~*%mk1jnB(_wJ)$I%_}B zssZWw;{~+z0i=+y@aURa^QiwK^IGt?Qyl6>q2h&kLY7ChS5fy>D(z9!<@ehl#L00U zIW?1bm~Sy&tB%?!F6G^Bb9IyC9d~bYYI&S;q$uSl(Z6+-w5 z3HiIbn&Ch=7@nnntUjEEd!YRjk>K&@0SL~I5Nw>+kI^mD6Yg+Zorx?(2k`tlpsb;c z{W8=0>l_W{NDA3ssE=}nv=dI@fKkKfR_Rj3s_EG*isOZkf11i(P_3K zJaRum4x*}lrlFh~c4^|!rrbUoWPwY3wG~mq4~pY2Q?|dUpNXRC1={nGXtVz=CI>sA zrI+5p6si>j)mQW4n%OQtkXPqz4j}4^J(4W$6N^a(p1=G&x_M_cI1>0(EGDf)v6z;= z(q*W%MA3ZZywC0DoWRa}Q55!g18oh1^&4Qo-JB%iI6Q&;a^$H01`TXpplaUB6F%=j z#D4S<20$fpZ5!~ zlfAYYsvLl9g@KpbIX&NSd7*k7fwUUlH|%MsxU0)Cz2Umrl)S|zTW{NiO)rNBi1J|UQuv7?p zHpimbHl&8H@Cxf|wjcB!4q_-i6bGS5N{t(y3Cu3mr}xS@Hkxt(47TyCoq$*npc)2I zx7I-QW)3{$ivnA%|R0Nr}vNWz;>}=GpH*?qygfG4aA^4!Efur|~jo8`&l9 zfzl!>tj7-@L-!XC#i~%lJ|wqd)Uf`(5yb6hReD#^@SFnf4;kUFVi1?8Mx3C6Qm z;Us%3rH?P__k?gx9T-^OzRt6E1(W_2Z`nWlhVU&!M$}5wsXbhELrcGlztVM5aTU}K z*WW0x!REA(+1SW(dybI9MF2p?-!ct$we9yj>3q~D>^g)1(I%)Duf+(Lu#Z3*Ld}zi z9xQp{N4Rf$&OMj2NoWxK-O=oS;a# zE1lr<5qo@#AhS9_j?{BPU1ivPo6J8}4qud`W$DmHF*v4rqM3m^z? z0j#T7Wz$=x7u?}+&&Eu4&!&g+gSzlZRc%Jr9kcl;X74z$GUN|M4VetR?rIN6dmjek z$yHJz5O8$Ff)-choU_H`T+DzwhWdf`e40tEOniyQ$D5W_kY-J$YNV(e>FEEBpdGlo z_^UzLq$-djK9?wzz4R*7_@keO7tkA}1{t~xD3-jSr8RG0IZD;N8nBi{!^I;mcWh-l z!Z5s|9*kC#==HXWb4XVY(a59)PU|isJ{|ocjvtx?m?L0DaW+F1l6+wYl*!+Dxo81g z8?4CrVd_{fqV6&QQ(}m!W+iNm4XKIeZ|dmK$MN^v(*?2fAAPZ4-ZE!&pf&DA0&u4W z?&Z+{MTMj9eSOqH!<{3C9X|)kh+6}b>AYQBbL+$FEX3K0aT%T7sRukKt<~}4d%>#O z$C`0>A-_NhHCevZo9cj<01SD=ce=!T%RBB3aW^me-kR(eS_bJ$$xMO|X#ykyXqlHe z?kVy=J}mjZ%sCU!5aMThDS))y2=|MSi(BAOXV$qq;8T71C*~Ij+)Rg8-3v~Gu|54} z59~vYo>VH?wH=XM(jU(Ja(lfTxmNefX|4)7k&XpO{VaCW$jTVcyHRd#OC5n4OI~x_JDnU$D?u{o|K9) zowY?zuseGhAyF$TQr6GATjs7Gxh@f`F#o?5{k_hzuxB{p3fm^93XD)?LXf>TM_R6G zzNgj2`fT!^AIT^9i^&nZulXYdB60Zl*ABU22XqHGC33aNL`*NMbO+z=ebT}zTCCMe z&T|Vw&LF)6UR2f}81o>F8EV{~$ePzCB+SSu)=KWNaH((J#^g5&#$ zo!8I$|JkbF8~7vg1#s7!kXigt9@&pbZ1K(ZL-qcm%(&MRDamHGlt+l}$)n*2&3th7~yD*K2X4KRJ4UAXkacW1qJpnTgwU^qkV4E(z@|D=MHhMJ=HMndl;^F#T2yX z>m(fXo$KhzkAkP3NHyg+E0U6n;dHo12PKg_1V^B1K}gPvnayUfLEE{^f26gYQ`~#J zFH@RB|Iv(;i5Miaz9#yh-hh_z)1O@lGoNZeb_4ehArI_Vx6pHAE}hKk0ljh5ZbJmp z0K(M64c701-$%|$pnaK~aS(*qsrxzoy{0uin(y#PJx6jJt~UdsTPlJR8LTGMtu^Tu z-ZBfvL?f?3OQ$*2@nwd^uot8&Y0d=hPt|N^0Lv;77>41mUk|MIeAm-7LBM~2JN34% zztHE88|D67;j=qJPQg*sb)W&9b|rKKn$~#Jw3CzmN-`0HUUwLYq*_Yo$)%j^wGjkz6ozj+Fe)*S@APt4+Lyqei} zp*0eAZ))Mh9 zt8*3LA#oZ$^bbwl;J7~Ad(oHy8JIod8OL1psTZUqV6))i8BOcBrzq3!kXDZYpV+#G z`|VgYr{P!c$e5C|CALr`b!y(S*Z;Scf)kNT_Ki9uIYomGNGtBSLL~%RC~gP@j&9E) zrDX9+sn)hNn}`|5GhQo@4kE{i+U{lU%uuX%1}Z;F*L6q~rSc1pLu;GYxt+6Osz0lZ zTqQaZNF*cf3b2!7ZYZ;TYEdz$7g~LJFmg2qQB=OLTlee)U=g&vCt|I7mQZE& zJa4Rc$r-!riOT8)uBVE`9rTP`*d-e z9eGcGO=L~&ctCU~evH?B*qJv!d;Hw+O~^kIM;yDc@W5m@l|TL_&j{N0OR7?cLSD@2 z7mUbfDrs8v97cnvXt2WE4U$Zz*ChH=S;2Ih|Eg5~nVMX(NWiw`HyD7j#otjdrxfun zwtwH}gfnq&aG_n~d{*mx=f#MXcy+y}&_92ge^jOhSfAy3BS!jhM0FW(&LJt$gIq4w z=ragwA=bAL$tLX!Z5;x!hlOI5U<3uBD-1sgqFE(vX@;c)$k~;P(2kV+>>$@^*L%gC zpY&(~DR#a3M76LF1gZrGpYy{u2@iO21!ha592Dk^XIV!&6~#B$bq!aGg)6ZB!F-Rr zD_Qd8hU2s~BSvkv`%E@S2VT5}n+V7m`j;Eh(_!8;W+HautS6@K`Xi1XB&9_2YUo1a z#T;v4*PUZDwKV*KWVv0sntbhiAFCHfBp+CwNXfV9z;_HmN_M;HdDFdvkdywNnZ{s| ze7UbXl7Jb#;_XYb#^@4a0+fjh@$6cU@4_O(4aOtSp-M~Q>lD_MS#&$l_c(8}t-5KW zsHwbr@>7(9jhhyxnDkzrouIo7c6~Y&?P_!iMiU)mRgomO4h=r!P_T-+vX4o_8z>(1 zoK;_%Tye5#dizAAu?qr4L(DPWIm(Uj$2gAogwIfm$tluX6sogbwPMBvN*Rfmp{<`a z`?KapCq&CS(UGHz3@*!j`?tXEvAceOHp?uZymC+qcj zF?52o-1tQcLqlN^FQmT2NdDTJ@4R9-a?u%t_+L%VKjO}#;6n?vw5-FZ^Vd`^Su-vL zjjBZ!-)sIVxFG*Eia@LZ$Ip!*0r`hw6eViapJ$29FN^6L9E2GhmZ1jjQu`)pEk~dS z5*YPEtCvQ5l#XlPhWprY4ftnDFNdbfE+2*F=f$|B(Z{6JW9TK%xPBxfqw)48FTEKs zTHa+${;%s8dm)4l4Q9&Z?(+WrM`zthuMthY!=UmXF$InLiIoqhohst#0%Vg?_&w|l zpw}E5Lnx~C$HI}vg5k^zrj{cL!lv&@E*%$a>%{M7hT75|Sg{K8#rnQ^;*wfVF zG-{>=v1~0spd3s)A)!1}tD;GXa%-hB$H}~3-G3)Ap(B5?yuR-}Pn++(kcYyW`oA&8 z@AO;x43tra;l8!>J9>})3HP!h=bfq2^k2@sQtX`AuN?7)CMY3m&LRtfa)g@`Izq2+ z)kPYbiRLo|!;g-;@QpN~NWQGLi&_BYQcT1J$k40*r#HAxkScdN>woJG6jZ;5< zXfmD

JO9RuGvz%GVvlj`*++9nr~MY+~i}&WWi@)?06I?q`Wu6l`%ie26C%ugm*g zbmxh}tG%v^dd~O!NqZM$Ze;&~lKxRZAmFrN!41bxqYa)cq94=P;)`yN96qn{44pDG zWrSA>Y4?}n>6H{izGFHtjzx*dy?@WpS%s|!ypO3roZ_*;`VSDZQP7Hxwwo>&>C@)S zN9;(Y5Lh3I6c^nePk|wOv41#YRX(1C2-mqZO~E)+4xK6Q;4SHY%jE2#RkwT{<{f!z zy6}qs(AA@N&L$;5#EVMszK~2y|0SX4XEGHB3nu?4OJym+Cs1FDC)AYt$x?J5zi={_ zt|3>)&z~v41KU+*AO$&4W%BgB#{fw^x3u^RS64S$5i-89LM05~<;<};>;va3yuj(o zG1s`+;(x*&t;`=v63|dhi`5v-3Fv09m{aK(LK}UX7n8_R2>OhUbxLz@e;}`;iNjvR zu3iQ_d>qO63Ptn=CqB>?FN@S_(t}FTl#8f_A?3iETS!zw2=Y>l`x;v(@=1XB4cx{o ze>}w+MeP+J#+u)yw;5bND9EMh!ZxS zdF-e<_rJfXPT&|W)Rn3rlbZ**XgA*$t94DrGrcTcEVe+Y$d}}$U%ZaLei;xv-Y=MY zBGp+_?7lORMdes!Q}C+XwQqYsSFK&sqPP;69BPVEHI-z=@BD5qAm}Hg|LcZY;&#CB z>9qd$UOx+3I-FRv#Ocy>jVcOJ1>@ZAc0(!-k(?x4E3BkumB9g#ZRvD~v&#z>g+XlE zX_rnHSH3v59Qt&#C!_`aK4r4j*;>fHlT-L-c2?TzUTg`|w~FAn^`x$vsKN@#E9+xu z+nbcFe@BWqy5z>O!^@@(s3AE(Ml0eUP(Q)_Q zzP!(^TqpH}{|PXB6axg3V?VXK+ru%uHt;`yC#TnR1yIQ=3Vh^XnD6=Rji9N%tW`Pz zkD_B$napN6AOvWCP9Cs&6Q9!ft=sX}u#Z{#XTMFxp`mW|$92y40t*vgce|H2eJdfM z4VcIMidTSE3`!pPjjW|uDIzs<9{L5K<1Wp0zE)d@3p2XQw>CzBCl zN3rS?H{(Y z=TDpl@BNPZs%tv-A;^SOWpt#A3r^0@J1` z{50o5`|b;Bwh~VwS2!?o^{(#M6OnpX&X6KPi~_t+ZZbR4IG6rj^+1t&U=x|B+O-tA zIz)wkAdb;uZ;Dm|D@+vnOqCNQw-Z%k;3{igB9)6)14Mw#@A-}9X0x(Q*v4$?rHbL0 zc^`~7f9ht0Hy9=QhsTTc>_A5_R%=?ip_2XRQuTRsDTio2XiDjqfeeSbsi)2RK?Hi6 zwIx6_Q8%Q7dBMZ^bo2EN+P`2Wv1FJ#AbJ*mDpoMkKya5kLiw7E+{^%e;#c48LYOrD z!3NV!UG1gz@qBZltKbbH7Z>Le*WufvU-e37iA}F2Jr50%V8UOJ{c?dCyFFy+oHb*S zl`d3t!L-^uoM`gFtz=ADL2GbeR$%RJ2qr~IWknw#WHr8YahH-x&sW6q;f?GN8zWUx-|+|odxU%%sw@GM*E}L^tm-|VB9&Lq=C5^C%z~e zcx$R@*+oBYh)MFaYLI4flX*07s=ss7*1OB72n(gWY~dKz$~O> z#vF^~bZW7ox8CtQN#Y(6i|rj7=vLF4&JJ&@Z6!t6M){{EQ#-1&5*dZ`ok2mZrQ3Kc z^4cFiK#IFBdv|9sPg}pBp<)X5_iz$UYfj4>+8)Gq2zA z+x>i{y`WfK!||@8yDvo&Z+25*6)LIMyK)hsB6?|OydLvS3GhzSYilIfVIrJ}l7>?J z!0K-i4i~ttS47UWPeb*8V>n^~tl|$qN|e;^Q;Rzg$nZsZl$J2on?)F z;ecYUcJ#WpPnQ&LJA!@YS~6Vn_oS*9m02ydJnlY{0x(sHD*bu8o2oDTXJ$s~&GmKf zbBM$C$v&mXkgo!5v#Waf0M$YE*%U;S2Y|@Cs%g*A`JqW!Y$T+RuZMR_&T)>okuO~| z^T>4@@Ce7%!-*-!mYI z=6&rJFK@fT5_R9CW*-Z?|0%7LeyC>sejQr6VD9@bwhUAU_$K+w{)CakWp7DdW7zPX zz^sACP1Q5IFBtK!RFuoe%_6Fo!q;S!E><^<;Kft)LAMdjf2MKRRRM4v;@08Z0t2hv z2_11C>-u8>0H$#kzJ)lSI9*=yhWU(4AB}yWvzWko?5@0DT zohOQ+77A|DkWFSy=~hrABWh2%gao|htkbMsb`HN0IJvCb>uS?lOttO^d$N(XZvgtY zw~zkU?uf|U{RpJH(-}DzwC?^5Rqk8N+`Z}Sf$F5$cV5aZSO?CW?f9;Kz-P(rSAmg?nRB0m`{w{Mc6_e-+-&(6PWu8nLg4Vr6ci=PWjLuxz-9gn z-Z)&8Sa~OF?QbA#CBR6fR=_~au#@4hv$l3Bies^J!#E(kW6f58a|W`!%8NJs%>j6mF5i5f5u9*qjYNJ(fE|NacChgF2R(e}D8Vpc!M`+43I%c<)!K z1$o@BG-{#sk6WlcHOq1I*`?}-Z(NvPd~WT`zI zi@tomV=2m(ycoZ-xiWbq(ka5m92oY^<0RAx^!JK*QyhU1&-AR&sX6y4+F|M6j$QDA zCtwi$n*+>(MXOClNxtbz6+tbKPjf}s20WTO!(6CwtfN=M>_p~%)2NJ}&BnU9mD47K zrcxkm&<)sOJZjAkl6LUy@!CkwYSolrj@{#x48skP+jMSdJQ7|K-#WjnCP@IDVi-@^ zx4HV?Olo?7SoqNBJHE6dZ|V!3W8G6N+-4-^`JntSj$v5lW#d2Y0{ABgPNHmqjv#4P z0V&nJV6TPHfs(g2;0T7sM^V&1y=bqwX%C$x$u8++MM`)RgvdN#0dT*L4vaGDv(MHp zg%{7INjTLtO;BuJCIoq95DxSri*W{BAKF^=*~Hhqv1?14Td8tyeNHyRQRytniR!{u z{IPT|d$H8K)PDE#y~!>Vt|+CHF(qYbaDeSy3gdI)3-d>Uz$Z$gIJhL9b)1y`qF&lY z$YJ66z=szXC@tmxCe!vx=m{JDpNLrpubs7h>L*97%n0*!YuMkcoGT zp09Uxt$t%u4TI`9(UB}=8;yr#;&1Ew`;Lz+YW9xdnjLgzTH1c zjv6b0fUA%1q`IK4*#Q2*f(#S?m1+)nYd@@{3Nw)-2@AoAXr%VubttaWIvq~_*IQf0 z4M-~HY%6pdNeT&B{D-|N$Cjx=1`|`^PG%~dfsniVz(IcJa6(YR%el2aE`#MDAFp=U zpX|GJ#WK)`-W!c53_Me|&aJg_H2Bluuhm8u$7wf~t>#ERU^#Q9m47t9G-X)W2aSeW z-NMb`0O&bFdg9$HEGquk=&1qWk-{lqy)h4tuv;KMHTb zc#`*HgRI&4DsO@RXv7KLXb(2v?l=P!zxj^o{lr_#TfCVP4(teVGv7_wGsNeQv$c@T zDh==0tppbzNFyks!=l#~B>QMbLlbuNk;w!d-eq<}mF_@GH#M*xpI&+z>yVN0Rp{Rb zos#91QW3+}*>^ElQR>o*v{pyPv0qziohDYqy9v=g!QQiTfdw^tKW8sDk{>dFESkCG zMI*v;14&rxK***TVc;J%#E6_Jb6go6qScYB29#C7Ty7$o%pRw~)K^%CHP*0;_hq8? zh40N6yOhw#b51;Ui(A&;b>$Jt{35L0{4kC{YUJ8ifEY^e#H3_!D!cfOalCXOX~((t zIwLw>{DLR!lWOPe=L@oe#i<#bYIHW2&LU{3hi6Z$ISJe_C6!>b&0Zful}SSO=GE^F ziL%(=mb{snq`>K%!1u{^wgNWWkMJ*f(7iRr5V7_?*lY$54Gz^R;4z-dUi0}vJPv8Y zmv#(_mD4OUfLLML>zp9alLj9f#LVl;j^gD_&KPJy7?qKYvnJ37KAkMdE0`o%-1w1O zF?|F^ki9eC%kY&BD0vT@S@)%$fI3I|;9_=jezN?F;Kw+&xL>EXvx7ceSWqz9r=qWn z{<8eZ{&>pmai_I<7n)u8{9s|XQm;=-8`2G&b#>H=-GlW0)u@*87~ZyH}n;o(`>#YLO*`zq=JD2ZeKOAxo`_SL3a*o zKuf;A+MW}MAhl|a)d@L{{&P5IgTp!3ENUpy)T02PNZa=6Y+iDzO($fHkW@ZDQcglP zn2--g>N&F}oud9K zsZkQ>^)oOXpd$LXi;6z(rVPy%PYE^S0vCt9Rgx`&D1 zF^o8hT|ntiw4nb}6ebP0L&%}!cLhFj%$vRG2BKqwfrk_F51Te$X4V&R7Xr21REEFy zj&xFwec=isZoA_Y+^cs)L#Z}KPGT$RiPt~(dx~}V7h||XQgr{^CVpJ}DeB}%8ypYU`zO=C zh<>2qh|9*DhRV_Io`o1-+qmV@@1Pci=>{=6e7t$fXN;lN*ENfAdJp-duj|lbQpoJH zu@D^FKoS{c@#!5r=4e_b`J%xJyI0rGTtG{SAZJe297D(n>ws4uxl*kP^A5Psm_C8L zuskomDmzk0vmSRH!9KKN%RhkXvXJHFApmfyzsOQan})I(pk z{F%&M06gffsoWT{w7X7GP)fqLrx0wE`uQSv*6cQ~IJGapW^Uz?c-U@Qa_;q{YDXjm z|LcNnPVq|D-O-L+i@je6`knQ*r}`(eDTvv|gP%q^y|Xy&Fq=asA?Cb3aBEWZ`_nqNwUfzkrl z*v8xA*{x4m`I19_RsbQy(1E3fFH$9cQ~@tl2TIXFhr+d)4ZNDk8)k1uM#I41@jSBV`|~{==SIzZ zfDjOnIFZ5}pFMKn$iUl?CG#xb{B|^Qlv$KbYUNVXP^soG7#j~J`y#8?Z*TR-cST<% zgIYlA)PLUE5b%1_)u{2QIG!ssLPTl{wMN5`5cF(asfOk&jen3CZkE)WESYtl4YHCq z|1!5k7FSG@#k`w2gFdwX0TD@n4s%%b;dMlZ!S1Kc(fnvC&*Iq%8E)qGv|*ziZk+?R zA1mwYVuCwcErUVBr3Rue=KZ;fK~`gen+jh(ob}`i{Y1t`l(NpCbE`Dra6TV3e~RM! zpSugRWxO*^o20U83qP_Z`Kb}PYO{s16tpU0Mx0hf2#EvY71S7j*DrX5G940q1)&R+ zJ$CJQ7{reIq7ZhWUww;KHS3FC=aV^=7*%Irt?IP`NeG3>adza(aWT48(t!>}P>+wv z^lvY;H!aUu*kEtGP>FN}g}eYd54&K8f_m9kt&`m02@cr43`nx1JKJmHZDe&wIKUG{ ziD_re#*M=5t=n-L(SpGU^ErDI)~LWQ6XUgJd+mK&99&1Qx^sGP+g&^H1|HjY8~%<( zo0}qGIcZYKFSW+W2ErBugd(w@5D9lLoF+`J5`v>uNj(gbZ9NEmfhT&fb<6ws)AlMY zdWO4*XZ8Lj?v5x`N>S0@#^AQhcbwpm;6?}f3tD915q3}wtNNu^^pJo3Qsb2B5W;0 zQSa#ws*PukxqSL+Rk^E#K@#TN44^p%egZ4bj7g{WB__{KZr4#K*hMtAW*BR%Z=*KI zKnn}Z0n2r zMwVNVg)*^k$F@J{s$T6Y!KdSPP+sWm&L<%a2t_q#Zn=OUfRDvUFzJL(C4u4M=FS#o<->*5c zX?vX_E~y806-$W7O_1hxlk#V$oX&+q3kWd;GcoGERu zD~@wBRow6S)9g+G`24yxyjI@^&IX~6k;Y#;ay-LB)y<7bvWuRPqvd(I_o}G0=Uvwx z&0^LY#R9PF_;er`>H*@!))h1eL~WD#C6!OHG8KC@Ph#DcN_A408Q{HH0T}Oz_nF-Y z>GFWgt~i>>YjS3^_{M7U(O)J%L_ZNaaZdl&d?`~3?k4v7$16ey3eauo(h+Jz;a!4D zuiF0t?f(SoZz+HP=xR~~$vXm)mSyzK{ed85GwDLspkwC}_PsbLxh7WAr2W-&=}Ws0 zhjou0%>?s?OuX@ydwzg-o~Z7+IV|o%%rC_aDf( zRiW0c$MRLtQ9wssJB+?aEN0bGd>mu*epQTVdlF#vHrpw#PKVO4;UbJ<;Qz4FGE*Gp zhba-SpD^_#kHM%tGN@`3uK2*iobu(D6FU7YC8{w)$t0Z5mCnM8Q&A=|nE!SV3g6y} zI5xiB1;fJKdD*Abtc>ERYM|fuh=uIqF&YJDl*!@%C0)kWXswB#L70*D*mAw&H7bG;`b?!v z3x`WfnlQu5J~M5yn`-Mp0p{s5^?z)jUv8SD7VXUvY78ZxhD3T;af(#!Mw@e3kNW~p z`_)CzCIbJ4TPPc&;U(R((6#_|^iw-}aAc7rno=3lZ;fK)qx&{}G5-mB=BVV|rY4vgZ-CT{U?ZZ_5gju{mP9A#o=Vk>FF!A;B zs1o9@CIgH|WYzr5E-(_TR`1R0n25nQj`OW;8XnH*x!7UHpfJDJwc$`yS2y%So3kTI zdX;f!X}%mopUsI~mMkK!*WC0$@r0vUFZT;yeuIg&cc1-bnX_-~9MSL=?6J(4ZWV8F zjToq~ZshqP`%!Tq1MZsd?bA>5F>BRJ{tsy`q|~dI+eA!fH+)HI@C`Bub|2 zQapg&a+>0 zk%AjFDO?cK>{w@3Ym#n#OLyG9}^wOMO)##gh12Z$_D;8NAw7n97f zsm;4ndBd7CEvVRO%7k(Y%2U{7Ut<6J611Jwb{Ak|esVyz3_I;&sjl3(+`S#HQofb21VvRT8?w>u8#09-eSN?Jv0R|Sk@A~94l*Sws-EPFrTB;DCP2(Dp3}y<)5qNyKr!7 z_o%%ydt3zna&6xlvkwF@VDXjPj&?d`LZ86p6rBi>7Pi-=&bJhvzImH}k3h7`dcRxQ z8J|gRn3z;F)p%uZoy;jGf2)|;i+S9MQ+1azO<~U3UCJ$J6DGJ|PxGr3Dw&bFVN&UP zEnWaV#=cY}o7kD%8Zg9BPlO+KXVg%rdR)0Zp}F?)$Luv~@Sp8k_6guVSA2mv+LGTm9EFQ3s_S{fFpg(b7!mpJ!v2kMyd&AvH8ICl{N8o zLo?!Uo=SMAzomTLe>(dv^Pio@e-bK7p1~gi-;KB{% zV)3GuQ$YCgo%>>GMu7EE_iTX$#jnS&D4Xn*8r$yk`G?Gi>-N`8^Y;|C$tcWG=obe8 zX$~h#o9%iuTC1kZ>zM+zq1u)iyRsCXvX!cB-4ZJ%FKjd{hBMi|()B7G37*J0UubO{ zJf=z}V(dLhs0o1c=cMu^^(`L&LVQQ+)STG&p1ZPNO2v^}6wlzvz(-9MC^#;^V@j9> z`;#b8DLjvZ*x*hPh4z{(p%zW&DJgH42C9eCGJoo5~k?cFxm&8OEM~n+D{TKd4LMazLWtMxr{pv>V`L-~HWdp~@X%+bxB1O(^F3{wY~of;b~$^QaJwaG@sg1dGzO)gWmHyI_` zUqg~eBdIz0C>29iqs{audy-AVKCBT(jM5(PxQXDN(ualP&F-*fdR(DyX@S=Y^hYoF zJ$DmB?nd0^obsfek~0m!=`(|~e#%|}P9M>%gg1HuKXZ7(Lk%qpt|Y?T5DhVkz2BnU zsQ^2=b-!!AJctJPqo>LwUCs*T#AC!LES7E%0v9V(<$wKc{euGNrxt*I^0ooHSH1=` z+}P-UH^~nnApEIgFt#W+OoRp4F2#%V{QZ20sAOZSw-#O`_hV-~DPsD8m${;}PR|hm zUS`L-Yy-!ZopD{=z(-TWEo(Ms#a&4D`1%}f6Q+chdbg1(WJ46_I zf%;2Vdj8QSWy;_Ms$Kg%-6oL%QOe&W3mR(&#<$LC6b~wO1F+IxyM^Rv?;n0t7$Qw< zX7G_aByh75%&v2UE|QyLyLM4HkBuLNZ4@{saQ9 zm(sGt7Nbolz_XHe^w`Dj>1)c6Dxr$Smo2xnaxxB$U=0j=v&pi@uC8hX2TL1LOy+;z zuJ3$u=*>P2*v_OY*=rF*BA~?cSQwxu!!>(3=tb*q?6odLE_U>Jlh0)L9xfU<#X3Vw{|QWTMX+|joR=k`<@y=Vs%2)W z&aMIfumNE#k-hg93M6644sGZ0{4joUU%R7-|ncFdM(%51sZM2H(WjG+6!jf+MKbNC8A?9*tR+wOtReJ^a*eZo+)T(e#yiA63=RuI@%6Xze1lOEuNXObXCp4LjYx!VJvKt2x!?9z7scONp@}Rar%pD{hNi z`V?2$1OkC6oC1(J+-cQ4KvW_KAz9M*82C2Ho>OS;?yR;s&Ns?$y}A@D=^mh#Ix>;j z_sAG1Y4J+q4bW`&LCBHGk0Kv}{Ubc`=m$h=XR@5FDMU?llljO?)jXk}Z4AH(|DGyWshp^DS%OxGy4XU(@~=RF5CD zbDer(37>x`j`-Kc(n(cUh-MRZl7dO^uFuh$W$Q!$_W?NcW%k$CP+o=~FlXM~-IdrK zs*dGK@yoP7wNAjZAg$}_)NuIlhk-c><#D+asdh$43`w z*9R=+DT;@MNGdv{Izs-g-oKcogphil_!?a{0yhp}?&UUbi;aFPR5Hn*wO(3(rfp(n zflfr^cE^4d3&?(HKEZ|NU&SdO)BAO0}l#16!*sdX5L}lD?8cj=GGreVET;=W7YkS0v{JK*gS{QK)A4y4&Zw7 zRhJ=t)z*Sh_|XRQ%jmk4ugkr8arq;cN81_-wa**IBSLe=^;uvZAb|XIEQpB7&;x!y#YcR38VD?`3*Jy8P;SErNxh2om zT5c>g0nj(nZK{GxBve$dm5yy;N#4-fGrrgyV==39FR#w_-d z@&w>fGh7Z*RGOQ2Y?PntL9}Q$IbVqM8Zh9<#!Ej433hwhTQPjiJ}CFr9ZCvc$1ugpI3{Mw(X&O@LWMEuTq9+X+r;;^57MKq$~gtqEY94)_f> zr{O|uO87(Em;>Z8CK5CmSx+rDBPgr_4>}{oYI9J&l>4rcd|dD;d)PN%nU3GoUYqSV z11YsL!dhHY26bzOhx!14?{Gef>3}Bf>c9wid8z2IYi!=OX%XzbuU>=zyoEuMX!9#+ z?z~|~7kdf<=mp&5DjB38<1033Q8nVa7a1&I)>Z~_XsyR{Nq9N#oXr!q&dEY(5ETnT zI4%8sCgH=|1W}N?JQ;3r!wKBQ;o@Q3#-IHZTv;eURE{>%EtvCx(cMT|@GeoTm5+raSLCa!bKRRG{+I|00GLvKMDE97Q!YW`fV-d^%yr|xNTyO?n8h4)O_P=> z-f(x)$KrZdV-#ogMCN}5XZ~fceLEHy&GQB16<2Q#N)*&Ke8#hmbvZkE7U7hafy@{q zx>as~jvS7+C?N^-f=&8!P~!m+mI&~hMneg$ca8Pl*VMCDT7x$(FJFgD6okGyfg{b9 zeo$sbI?Yyx2i5vzHfx!1&6~*sHhuNbM+`iq&iWc-_TY_=@fxQa18H=fe}MQUTh63TrD-PxC;jn; zQ}k_!aPvt-lkZbWz6~Bb zv@Q;0P8b0vc}32}xo(1zPk;tSWw<3nw3#WGrFB(p5*qjon1E0cFBU<2l|MhnNSP2a zUxnuT*g)BjXgc<4v1o>>UwFjwQt*Iv8d0SNg3S}S92p%(W#@h)7JLr`%`qGe@YqCi zqHhInbEyh2+opr~gk^&(3&5J>QjJs#d+9)J-;v0vQ=_M3g;T>zf-7Ht$a{AQmm-+U zXJ2nDMP&0gR3ZoZ`o9L)Ai58uM;S9&7oC@Z*~^(!05ab)IO3Jd`Zc2v5p@q_eaZHb zszACS%qEifDmTGP$QA9}tfceTjSv>SAba^*Ro*}qCfsZIO&4=oia*;4*fqdyoCdX5 z^(mONIbVz|ZUSVZg*(wJn8vdOOqD|d_WfwFT&zYnJgPY)=V-wqLxo(BqpWGpST^HJ zzX0B1s8esEV!5Jkjm`HSsGbt#d_utBa_Luu9D9^Ai*G)P*2rhDzzc@*YbGy5TkRN% zV`XX7Qk}1MvX^s|i@6nb`X&B&D%!7r&9f`2ux4A$fZV;)j3UOAtvS}(BS1s=@^MSp zn?hq)SS9lAw^Rh^>{r*iUC$q%IqZV)CnGi*^5@+BBXA@X`BR;*f6(_Jx-Hb@NBU?- z$bI5v&6MmP<~MXp7y8>}T{!hY!Tk2dOrVVL9iM-j6$tIeV*QU%@1H!oOwRXRHauO3 zirm?we(9s@ag0Y>gG8ec8+u7az1v&|yD<#UP$`REONJmqx!-c6@LSuGW_zcJC6 zDV##UZ%kA^&bgKB_sLFuu>-!X>}E*1WdSAH%V9eSVA>mP?3rcCW&bu)ht1w@TE}GG z4v^znlO|`g!Nm%5hb72LlZ_vE`k3sjl($@l64=>Z5)%9;oAfW{?tj>|rrdAL1_}|P zkGpi=5vtyaW_+miU+J4Us#^5m55#E#uSpgNmnFQRaK#WwwDNS z?cG$1D?8J>c{Tbg(F8a?V));g*_cryX}HOS9kpH+i%tjYI20BfEsP3Bm%_NqzjHl4B?F zW@|7W34;T3z2qeByV+ZczL1yVO1Q@UjI$LC=}PooOj0EH*)sX`h=Lo*#z4LOuOze1 ztB%+D{q3M3$cG+_+m-+{ste!RGN)t*nLl^_I1@hG091#^K`JT0bM~BZlPViBZ;q${ znIs6x2ilug-0|j?{Zv1Yx0^lTkj3&h#2HQHzRVGAAYt2uG|1;4F8YB?WV0zh6dui(>f|X#|Sv%NO zSb_8I0Zw{lr+LO@C%C*tv-cIAMr#SPmHd9ABMKIWRh9grXV@lna7HWXbD8vldQ3YJ z3N`tU%qaG+Q@ckZP+p0iA41@S2b2Hjm9z&v>NgN=j)EE<8p}s4F+L^*{x(b9!AaX*D{`w{!hiQ8DVzn3tnd5seRgsndXlt*J z09$)|RD6?|_FU^td=$n-=n5yzSS)o$xm319fOD2uJt@Omh1g@Ii#^q<+wvMt)k`O- zmg@GQ3c0rZa5lei`5S*ra4XpooP20ZBHNoM-8phEdMT1DouWouco5`q7aZxKE4*w_ zqT)qW5<;%$)a69LVm0tyec;kkP1E#6^)fh;2^aObesi1=*u?Xv%l$?6>RsFz?4;?=XY;<(QMiNNmDz{}oqM`)Id`ftD#Q2oCNCeLu=>BfFyl4T#<<&PRa7hl7Xk1(`_eIRiUteAqf3V7VKq@)8 zWp%J%BfF&UsUCT2;1N_9F?!QA*WSctbG<1WuG1=~ZX`L<7Pq~m@-yu%Mem8TxE!v5 zH{&FW8YBKc-AxvAD}#M_55i~^7tDUY8%M8y?$y>gpW8Obot<2?trU2S7MjM|PgVy1 z@j?av3+bD5pHcp9ue0$PV`+CmV}1Zf>>?F>_as4ND*vp_hjlp011zigL>^OO`Y&wg zx~|Q~uDxPpOKEH{ufr}c9b35d$oqkG=49Dr|$Y9!^(A2nW zXc{vc+jz&g&G__w=}wK7E;s4kv`?Qq2Te17)Aah>f0%M;r!MhF!}^x&8Sx>A>XIox z+ttraE&rQj%Ge=WHh}?>>uN3(aSkP;|D>1*-ZkC)H&_aAF(=iZe5H+sI9gm`d6kG+ zxS0BL$s2p~_YS7aNEa}F=q*S3xh+x0 z%l38q)Sl_d+NeeQT-HsP{;d{YCf27HXJ{ntb7VmQINj9sqxMf&a+YjL{tMneuTuX( zEbh#-y>EN4zHPmxkHMw8jC5=q5!2qI|dAcVG`nBXdFxPknl~TU#7o>iYW6 z`0BbAu>22NLTTwc&ta&oZsw?AI~YiM$6_)x71+Y2^@vZpw(GNJUUh2#b2qT3BHbT| zROqyok_0@qQ2DjUmimV2uObJ0`=wb<-&5Z?r4Inrw`|<11!CJBs}^1YT8<>&xGo}& zb&1)dNxihplz!3g>z=ta$a`#&d7Zy`Ky7Mj9`is&`g0g^kM(RuL-2=BsDUqO#nUeI z`@FByw9+C-G@-#sJID7&zA+~ zfqej*{d+NP(tp~esGFw5_oh~&v}&u)Vo3@Ce`P!%qLtF$-uvWRRILEfRnQ~^ckA`u=0T9 zrrXe8*8w}d{*z(~mX+*U8T4uAZeBw2v48>QedL=Ak~j&UjP|8Jm+L1l`@D)Jkh>&S zNkzPMzOp#Bf5$S?yBz$JSUC}HB{#8uraNktB<$YFGqoI3x>Y0Pu%F|!EJ%KaPpig6a<3zrxd$yJ?i&JyhSt{M53a6g zAHFDQ+!?;X<7;{#@4k2>4ylkMDUe#b9gbs&JSh^(P`SbUs=^}r$M=5w030uOIW(U5 z+5g1e8P+Z?L=8^YAX$wxI4tB>^9$PlMAUm|kWt_I-xjEBjkBHZ3r@SWKwv(~hrr$l z>N_c_eA?bypbfJ&qc~_3+9PS9#FpzEa$-C9a4o*ZouzTd&4?3af{%|K$iyw*UTwF! zW&7Cg$@LSm_5gZOl+KPNw&70ErNH=lW16>%>=k@eOzIi+&S{a*U~@ipQ*C@CZw zY-%3CFFpyAB-ta6S|&6j?8OOVA89H_nEU8yvW+Ree;1{kowvcXnw?sDy3&@c;a!)g zAd()kJ5@Yv-b!^l~H7 zbLr`ewn>bwk1M&u$JZrZe*Lq7f>Yh&;vi1KtEV$m>|5lmZ{Des1)A0Shk8 zn5#ER(C9lE2^Ekg&ZDfz-@w{LeIO=`v~Oylw5_Wb5`8%Ny^~nmq}teGI(nyGZ{(I@ zLHiWjsF^(H+|;T`+w3!M??Aj=+!i(>@rmlZ+AuTb{aLt8-IcuB*R92q#N44!_|iwL zmd7s+Dp6`&HJP3E8_)@9GT~^ z-qI~`LOeqhXB)O3Mr*PwtL4Kml6C#O#0+-RS=-T2&u`zBl5Q8%4!HY+@u%uSG*#zL z^$jGEF(lQm;$9_6`M#x8Veq%Nuc70{VLgoBdM;lV2p|6r<6v)m`l5I3;dy^H>U6ws z^+@BZi&Xo`zgOn&Fr;p;J|#Ln5hD}6Nb*k?3;dqJ1-$*B%keHAxgZoR3;W_~4dgI4 z>KEiIk4&0oSBQtaf6tGoC(96e6&S5AYRwUb%>ySvtdNW=e}lp-{3ny|r)`*x6Y zb;kE&|)u6JtRUfOfAUktV`^Ev#&=%4~y%w!S(tr;WPnS z(dduX!OPUir>SJlwY z&*gk^=9W_Hw5EC?gmsv9#mru|fImsE6y966QIW2HsG2W2nGX7+Yz@4px!e@gT|@~)U*vqSTEY3FGy+ok5>df>RSS|t1-x&?5;TEX&00Y|765KCtrIh+rkZPhY;5D8MIwRx zyP9}NX&7#Xy|{)-Y~SypU!dVf5|aTCp{keT-wx*pSRQW2%VfF;K|t_cGTUf-{MHPB zPk6%M_p-~Ra_=*8lWosWaST*r;~DPz-EC*8hvuidT>RLFn=YO!88Be3Lk|6RVbWq^ zI;64pjWuUx8%#6TTlN6g-NJzpF6jEqw3{m;ybr~k6WC7Tja@zh3&(2ikDornYxGMF zH$J#)+YK9!5F}TAn~j?Oi-z=|0t(VIq-&Rp@$7V7P!1L0TI%^TNhgY>8vlF;E9YjV zGCe82Z?`D9wZa3_^TFI}eO&&yH}GO`x1A~OMXo>ic(pbZ-2`!JrfDR_*Ac8AU)oJt zN}cFtZk!7+iPz?GFngC$2Cw%l}Yw|*Ha@1*v@T%Y8R zZt<Kcd!AUp`R_>J;>Pmx& zwiAt@ed7x+R}Y?jP;0$MBLtV4eZp-}fL!q!B4C0FG)~ldS$(5M6T?+?r#raOH$;<{V; za(4CXWUHr43g_bpJ;PtYo{ATyRDTh{G+{uEhi9cr*Abr0&PQt-`}tS`-R``;K@8Kl z9FA3e(NM6MMUX$w*Wb?f?zhR{}DsKXECgZ z(iVjWw0QSL6K8$(m~Plzt0%IqUeflsq2;F(j89<|q82MkWgIJ3TT8+B6UZg)yS5PD zR(=|T%l7u|fW;j<3A~ou@>g6J^PMNy%v?gICxU7u?6^_5x57RICTT3FSC2b|n;cX# z@zR7kQH!U@{O&j7VAIEry{*;2WgXafve1CPy)S@kCeN;t=y;InVEL~-<->mvww>*)rxNZ}Rd!0Yu({Nb&YE&&BOd>0u+c7iU8$M(5L$3|TbJ|`3 z8F}{DKY%a5-H~$xhYD%&OZ5r@UU-+ey$56 zf#AED#MInV%{g6DrLAa+hpKTAuL9}&8#+Ii^d|o8{*ukNYBj#@pYMp7FtEi_H{BA|oF`fmS=U z_wz>=7p|C?n2}m5z0W2lj-&ZsL*d{P1qovu<7=udC*Gcm`)mm z)B13dUVgtesaPVCKMvV-+k~9X5Bte2JL;B#;SB$#F?G+j+Ojqfi%0V%rjGYqg9BZf z`>ABp)8idA&M0|PH~|Oh7RZU%vSEi3`}ONUj*H)R6zzQFr;>ypNW$y*Yqgj@g8D8d zG_R?D5A}@Oc|kWLkjq8EZ%GqVmvPW1D$juV^Zg-3NJZb3TP0sokAhT2RqHeDV2KoW z8-7A@=fit~aH;fC%MK)kgnXuIsqQy$D-Pntm)h*Eo>&bJixc)zADgjkrtLV$SUJAC z6&drC{RQx1K3n?EMV_IiSOoII7sj>oCuiwTgkE>^%PVJWh(s0!y?uSYx8=*W{R|3+ zv1!^h(+6E^MNdVlHbSFcJt)bMw3EKCo5`T z#`qjjCCjE0F^122DIhlqS<5Yv%(eXD|INXBx$dO7x3;NvPPsaom-0%AZAxs zO?TBMzTZ$|T0O`Y2zF&L)p2P+P@E>Es5V8)QH1#mCm^8@_(4qPGtP^lci+E2Pn3CH z(A_^?wNAelxY^IFTTjy%A<*P;Y2Q)b16|KYkgzpmF1c(G0sKWhM8|dEX1?(;=;`2w z{b(6-M_iXyrLXo6IA$E5e zWyp=gtLQ?sE3QgTbCkK-GhyQKep;@$61{%{5JX}7zQ3ye|sd;nv)QZxdzwL_3}NPfVaBw@oV+H* zGiRZ}im2glSm6lRzj^DDEP4i_U|r?A)g}Pg|H=D-2Tg=+Iy@D5;bDOx$#WC&|AQ5- z0k}&0cF&Pcay$%q zcUUE7KToTjZ{|7XKs5!7M3!nwMf~{@slEi1pg^_O8#pG0n=Dl~a61Dkbt`A)$1Xi4 z=r}U#+#>YRUM!XTR7)EX*!H)9w}ophb8It;_3A~MP0lPPgUL8c3r0f+t1s>z9OPHS zoDxKv^XNQnpgi5DDOQj7T(Yz$(EozVFyjEldb!9c*La3N9`l0D2d99hSo`cQnv?NQ- zI=Qy#)w1xj{-nW}n7UQxn#}rQ|V+XCkyr5et0itrnu4}7!VtE z)in^t`n*QW_N{esms8Pj%zi4@ZhAbl`#mI!Mo_*5vb=YtI|N-Jn9;VkiRzjf01wi5 zj2fQyp4XPD=1(LM@Ovi?fKzO$iBe^p&?T^;`Ydb7`1sz+q!bET2Dz zB*YdTEQM&97Z&$;sPTq6=y?!KlE%cK)SX-jbh`*V=tiw$;Jo~EsOo zNE?#$)Px}hyVfiEgo)SHzZ|GQFm}!G!|s=oMKuZmjdGtUOt+t5F&V`JI%-|2`>n{|!Eu#C7fOE15^vwCd^$+i;bn;vK6 zebai~k0LS1Earj66Z2;bN$Bw$xbWNYvkW1ShrY-yCvsY_nQ8SB=uYQHS7YET5hh=B zB#|TWeAA6P;G=80J)$0Beb##A9*O4kP`g+#HDMxUN$OF_-*w|*eK$d}(txY?C@XX0NQc57+IQJG8c9CH!6cBI5SbTo^m zc;p+ATfL5iKd6_K%&7z{leuJ=B`4pTU}X4ehCY5*&-Tru(y4yK?G{T`xD!dnv!@f2 zAF!KZ+ea-EcQ4UhwN6Grje5vkmrv-V+w`K5;~>I}{p(J_^~N}d!4R5!XraL0!d=3D z=ru+weg;%Tz;0bU-W{!_0_zQ_(;U_iuZJeFxFfb#7EY2>Z4qsiT^;6vnNbr)+D$l=1#vA8dGh0hZ2Y}q*8>vJ;GJ@0J*VTmziE0rDj*Q%N{PF4?V)|O;tnQM zr2h+AJ9!Q_@AqL%$7G*fh>}YNrF>dAoB7nQ@5Mc`!$V!aDnvnILmATTomt~7)x)zA zQ&&xdJfuhvw4(I3mWF1GA1+OB6H|F%C6d#{!)RhdZS7ssDbL&&zKGXPc(Z#;j8rqf ztk_-@5JQH{&h9s$`4>{_FzeFl)0~m2IBpWvHiHF66(@N1h?Kq}U;Cir|7&}}&?qmm z^Pz0Pr@h5Rr#lwrFX2?D81N6iHO(}_V@i-iNkM>}^<022f~}p8s4B)Dc#XU=aokpDXM;iPW#+H7*j!~udk zcq-UC^4OO_RQODZC0$8&QZ)xF6vib_WzGG>4fp{w%413$ep`GD;lAKy;Dg1=L+kl~ zk&`F!2yS2E0&#n)A=g+OFfMrPbbx2{-b^0X2XNILZOpUSOeKMDE3y9KLZ&f+2)5dt z%M}`3;scb_JCDbkEt`u;HI6Zm{U-WAgFSL2fer$Q|1F-2w(d7Q7xcZyMuOO3;y{Dg zJNC<{%N(a}!Co|nH=(R>;%?F(&)p2p=G9%SRXgi%y8wh13+qLllXgC_hayq4m02TK zEN6k;`bFk&HxJG$Vu8LsQ~&CtUXfgmIuV%R;dP_=r_44_g`&QJfzB8TX@$6DlA@Lc z-;FR1gO0w%)knmo?2FxnR=6nYDO+(_9H$BJ35-7THqR9l=tJ`C=Pnpvd2_oO{aULyW{DL0xf%e5;;!&GtDxJ^*E`N;gIg(JyS#m#<9Y_}-Vb}Vln7ymS z8WTOvL!=u;a)I-y4kWY{;f^b?<%?wvDU%NzxB8@GL`!y-4_S{vijKy98v60&^{1ns zD``NOz2P9XZ&^vzVJK%lr5iVj>*g3#ATy{5109E%rE&r!;Bo_6g82K;6KdU~yG z;Si;sm?Pg7$8Trzanvc(R+Pf^M*j%2sr9TQxL-j@+`=L+*hTg*W1XCA7q#%()na*y z9xYDwvV&Ad^aBeaa(PWse}(Oh-uLKeA1$k9)%n={{rwtvq^ZKYtAoOkPB0Fsn8mFL zTGLX^Rl}lB))$r1Oi0gF$At1f&H<0TP%k^1F?7DMs=rWvdhPKhDzgn6 z2BzX!jHfEnC4TcM&{Qd9q^*bjk>q|V!JxhT*+$a%Gl!GE!>AD%s+PtlzeXlEJgwGQ z;tF|ZKNdFF+Q*Z8&a+T1O$TFR3jXUAm}0$F;*E_B2}wyINl8SLq0|s%c|M$if&xhG z**!Hn7!3ZhfaPHM0e=)=UKoZKQ@QM__Oh8#_Rc4D!Q#*K2yBwKdnc_DEx^CJ}2md^)s|#$jG&L2xNfl*j14G@4p;FO^M&I`Q#>#%bbLrU$nL z(I~ILL=Rbg#p8WH?(rdO^rCrYOXgbfS-xSS8;tJLv^fUIcegT=pKP}>i=UNVM_PYt z2vm1>*m!cgS0?U0yt%n)#t5v9Y0Z_m=!dArUPe1xOCewBvhbwK~76; zIBMEZMU!*Cc^Pz4;659*mQCm1g=NTSIm|Rb={AdcTi$-;TgjkN=aFw$v>nW@9t6kY%J6*THNWsu88G z#ROnTM%frVXwH`#?R-jbqtR+Hvbea^X6{2$vHHd2r($%|iCw1JcJ1Xj68cr>sParT zo6^njWYYRM5CQAJ6B5nWe@AE167&4<#vCZC-^Awx$-3oVc2c{onj6WBh2v!&^d3Vx zcw8t6BmX2&bkF>xR0AQ;I|TBq7Z*`p_b_K$!&d8VyH{a0ZSle^CLf{B+qSLcY!-?& zHGRDJn^Bfa3&wA0O?y_m!dSkJ<#f9VQ!$2+)HdCF6c^oMw|w`-G~*p$VWSbo%Itof z3f&y66r$2czv29)3kyRB&y2xDns&d2(x(g9XrP#~u=ze^!>3R&fqKUT2da?qtsvji zz5|}Mwn563qe-s(sffj_LLpbS3b;i_3)Oz}c(7Yaid}zUy)A~vESys6f?$Ss-KcU1 z__bJ3Mw|1zJ^YON^QbliJ2c57yEb8AYO;I>YpwcIgn z+)q|Icr=~aKqoheABw9b6_bfpG?=}3mq+?GgykI@bxbh^joo0c=s(H8^scz6r@z7Ok^I3k4F zT-ef}`SRgL(LGlCZ3XwUL5`A-A!3ByD1U;ci&B8;uU*~hSo0AiMO5%qjLnnz;X7HR zMnht$RW7&PmO2_AKISZ_?X$w|P=v zew@-Wr{yL&uY_Ce`@P<$m7PXi-)XFHFK2)G*`qlhzBH@q#-qA5RC@LD6$J5B3&=}e z;;2n(z^kSB3x3e|J;Ao&+wgY^aVBO&e!QJ-?e;_C$E#o>_!B%>4SJ>`XOV_-Ql2BI z>Mx_DsUDZJ_yy*cL_Rkhq9l=0T$!FXvANf`m9*p(6b8#J9^3P^R*e&?)GZE^>H0UB zSCG@tYN|lP5ekU^lBvGb(Gi*CGIk4N;JZk(=_sIvVG*cdaLGeutKK2CerZG~C9kC_ z#j2*VZQ@k2?t|G8tGBUI7@vsUyuKcD&R(|@c(mGNM-|l2-F2d%f%1t#u|As}=&=S_ zb3t2{lqN0wGVu8D&a5!l8gK@2SB6-_k^EL2KN;$-PQ?|p40cBpf>PZKuC%I$d!Ozm z%f6?jEoGiKvp%mHYXZzZerS7+;b*Fi9)IH!kB~3*Y!cGa9c_N_LZ+HB*E2uDp<($%?qz;OOq^2@?f>iB>fhUF!_J z@5Jl4#E|4EQ3^g*oLCcNAe6|a93~97*VQ2MRI(7|W8{YPSf?1er8{1?5oSmuCN)!j zvt|sywWQasLr>Io{hG)h^+z;ip9+XdBrA|qlzZkufu7cksw(XK)LD2mUM>cc(>~aX zjvpi$QtfRz&X52=l{gIXv&U-C(n-{Vg%fmG7W27rO;Nk|WBNyUJoE>yh)W3AC%*M4 zo9lhKvbnhUYRw&6%}=|K*4$0a2;MXdk{^&uYxu?dh`+NQZ5K=6nu2CGoE$uF`D6Z& zbv0KppoVT}0a8?i{B*DGwjfy~59l3KsNKhi!U`inE)AG=99-uAmRR*k1G3O6^2-LL zN98XuMZHg5o0;(=6nct0*$LH_-`|#-n->Ys@*^!dd&2Lc;jE3zw^$ZQH#&G$TX5I zzj^meEx_jb^E(;qBY1%j6i6l7_5)hl{9=I!(aOtCvGZiDzRl9XaPag1z|d_{HsX`P z^WY*WM_o9|bY3N_9N^(YiU|#fMJwhHBHo>eQOS!M*xngXX5+=^tfmU;DiQ}q5cnHl z!I}9^AYkO(B2xp2`RnlRn{zI{f4c)H%n8LJJ;+CRJ-7>^G=PN-77YbrPy-}HPerb49kuL z%gh;ve)m{Fl+Qir@RDnK0W#*et(Th*hEB*) ze1y@si-`@BFZ=KO)Bo*WvJezPRUIAK2TWKQo6OK3j}A{jflO>PXrdbV8S+ydMzTDj`?tBXu zWh>+&;$9e?i2VSS@2_BQbYgmCK24jmYB$UmeXkAW7mG!$iJnT^0y`+-(cNwvHh9Iey$oUTE z&$n{1;)k|c+ITp&a{sWX%xwEjH_->sh-_**I9KW5mh*KXMLzL>l6jRoiUeYJ0#x~L zsCYP`R_V+BOWtQKCHCbGLcSAD*wYNM7p4-Cv5p6$U>mW6N*u^IX&n+*=O}U^LUaYn01hNCY3P-5nfIO zn)ZW9@AsBuWhta(s;oFn@Xs?=ECj3@IE6ei{tgrVpDwg&0s$J8#)6w~3%e z3ra0X*o*J-5!4-X^70G;P>jcBrgDA2ce=24V%Xo%tj_52Y(I`7PZ_oHOcK|AnFDqL2C^7+2g8hnY3pEg z=YhyQ`%9l@aRwK%4wO~K=-x_6Zu3(}L?m%y!*fKRe@H)# z!}gr}naJ`y3DaAF1d&Wlaa^@O)~&TkGULrXk*W=FfKFA*bQ8nd2e3xOwH0T(D}sn7 z*LnSi`*lUXc9>YSRNSj3Euq;-ZDx|&sngdwm@UgzHy*Dio6Zwe>b4(qQ4prnUM7FO z=9P7WMDr@}$HN!uicqmUZ13`oXf#Ev{g81hKTN@8i#~)GxQ1HtxLWM4G1|yE{Vv&0 zkh`F0-nxXEzqnW;T~>YAG52sJ(M>Jz%tA1=-v89v8jmG@98Z759_Bp@ugSrDK<^!9 zyDTS-lkWU=Fyz4eJDpw_)kG#WqEHFz+vaZwOB7{gs&A^G9F1&TOq0@T!Y&V(L$n~f z9?|{vze$wf0zh!$)M|Bv5HUc9PzrJpq7J0-Y4yYA;(<7`U(_xNDB3Pp5fPg$7Mk&1 zG)8cGD)F~?oxDZHPgtb+G9HVh80S#PncYGK8Jt6dt!p&kOCWScaX<}`#5H=8;6!Q? zukByFevfywpL*z}`}Ce&P4x9h6F-renSZk$eC^^3HQ~49>8`Fu#MCJW3MK{Ru9;;> z{{BdVmRpxm6|MF^C_h>(HsJI**cHF7?e{||axx0ojGPOHxhrgh?WzgwqGm0b6aj;H zoD6?|f4BHPD(zAstjjl6j$5*SICmrA(cK*1%)6e3-P;6V`+f)41b;VPPyM&)6V8as9ABB? zkePghPU9>7o#6QOTys28Q8lk^p7Ih?)>|oznu)1rq28{#++tUgY1v$kFBdm&U_WBX zV;pjFtx(hBYn-0AHqYiz81{*=e%y zI&JIC@?~N%e=Dwe;bRz1(CaoLWSiFq*|Fy|oSEB=Neg%M{|mFGYLpqtyl_0H4rNNT9miR&zT zlT>JAJrZEH*%bE++Bh}E1nsT2Wz5ozaxBC=Zexm@xw*NVX9KL&BY|f0&G)^N7h-9d zxZw@=yNEq%+GXF@`?3`+>uhuTM`^Gj18$Zx_MIRkiV^#Gp2+!c8 zfR?CJr`U3ls)|t)6D!6m^&haF{}O1X7$h*DAbF|k;4e>_~9FPt70RtqhIt|O;|xonX}neOVAs$ zr$@-tNXtKyJ6Dq{Hx50X%1~9P1+x&kr-_&A^~(Ud$+Q%xX8wveS{z@C<WE3MDHG(4K}IIbgW zButSlMPjng!pBA1_k&2qDM9WirF3a9@@+Rf?5e_E{Qxi206g^eVk1XP?9LSToZGLh ze{pw$SpcsZzs>Xe#wkfK3rXSKi(ToP!a~{uB;gBD0~;F_TRS`9K}DhmOv>TUcla9# zQTjhEF;H^X^mYl(#m@Uu>FcwGJ|@`Y3}j30D;Nyb{76{qhp}qkjb!r*L+!yG>I`2! zi%yuh&>Ldps(V#t>Dj0gSxt%PwJqn{|IK^;H3H6NVzAqx=4h%}KyK<@Q76LpDtiK^N- z7pWQiDDlYwH^xgl)!(8N3N!|V673HmU%>T69}Qlxwb8FZvZHrq%vLBc8IJ+m~qV1)JO9@xOVq_7K?effXA-tgz^4Y%M-oKFV$k|~+w>1zt{3Anfv0g>tr0!bt66u}Ai z;$QKYp{K0fk^s_uMNTN(Gy%{=NAHWY}t|8BZL^wDosrny7sZ}#J z3Ng1L5kApQ=)FBpN1$l4_O7qrVYU|n*Uwg(8l9|mNk|U~X-YB1NoXW-A;A8Ci7u8u zFyUT2bKZzk;wqSs#wzR-$_-JL%6QdKpn~v=aJIH|CU&F{jfmU7-frt-z_PL^m6t7R zq_B{y7hWvu##R^_yJ^XK{yc0-KXwBO$Fe&svD-ciBJON+CSp9gj-qCO1*z15I#X60 zx8;oATxecByIcc-+}Qgu=Fj`Ty3sw!C{fzHF&@5?r}s*T23Yd#6<3xUbikE_&BYSx zFs;9FZ39ck@}0DAR%XmOA)tN;c-Q=JIbWgQ=39rsPF50i@vnUFqBszVT~%zwuK5G6 zvdz)HSJ{W#ksgY7fk;2}FuFV=CvT)w!6-K{;1{78puf1%+@y2nbYldy{o2M ziHTW@yl}JrqIcHxX_2jGJ?=9yKA+%%l2p>G^>}>S`xkiQO8V8BKvaVa?-1tP=QMMKS#h{`?O>GyswnTT?c}+y#f%33xl^I2~2C! z)1IUUx_HX(N6Vh{Z%D6ICZ>`%j73X&Uv1RrBce;lCmwrgGSb?7D!7-BN{T`MECp7& zDU4IdCH(Z`M*+C3Y}_^j2rLdZS6i@HY|ragC%(+{Wn&F_mXTOC!n!$nQr@lkjJ|bK zdXG*e3ksN{osHdv>t!(ZNjFqo(|WI?zC|alNdLn!*#u_2F%+Bt2oWB%@u-@bFW2!0TbRecrI0JA zc2j7`rf1}zcC{hCB$-2_G=-hA)Pb#RCDv%rMwa6PdZVi0ry!LEert3#!muAP7`19- z`q3tr_`Z?-TZt`&(Gb@%Y0be9<>)oengz01qeCy1Au2sl^) z+b21hzU~_w=Uz;eE-hMInbIano)#B9W%1(`Nf(20PcQ~qIY8EQqZ{#KaPRJZ17isF zk^9DRPfck;Pm{`hoo3tp;v-$}qW%FI;B7ve5>!|np>l#y<{B%?r+@Pb&Uv^jSdSQ znpeorhsN2ATEE~*O}mwQ!#S=_3b~OBT4IKi773mx$32y77V}p6VU)a z1-nzwd&${#=>zY##u!_1!78g0isBUNup)F^QlME(>z8clP-U8!;KBv}F%P}4a?@@v z0bTzetogP3V~5qYrLzO5vq2f0s;bM>GBj<4Vu)&_NLIC?z*^{2#5@_E3h`oThITT>-_2TAMtAtVG`XizCG!!B1Xt~rVMoK}0Y%90&5bLk zJjWNixk=9L{=}73+6e!K&ISMJvEm}+l7fEDzTc#5B`$}R)s{tTE0Torm^CMKwq(nX z?!_p4=R(w7RG=@rheMI8!0u8P+mvq`Xu&0Atv^U*tw64=a%a%Jxr}hMVwueC_+;u2 zAiq$hZ7yoFXw{o+(!{C>?DhXc-d8?E-EEBuf)Yw2io{R?gMySucMF3sbgG1af(#)c z4k$=TGa%hHlz<=&V$nzo(%s!LbNBeX?>W!8=kfjn_scNM?AgDy*Is+|T6@kiO$Nb6 z`&gM+I5$ib5mO_F5>)Lf7la#>x6FJP$Vk$@(J7hj$L+Kh$YrJdN>?k7BuEz>j<6^t zAj-YWIY223?+uhmqcy#P zNHxDe-(c-Mm2<4FzOK&qYa}_LyL6B{R}>ZD;{k-Up{VaBQseoJZ}B55XSHMxPK=1h z=-O^^Or3VPPD4WaqEh1DoQ`{p6r{m;Nse1QQeV)tc{C)^(JZujNR_cKTp!bRstHQ^ zC%=h{0HDO=OEI50n7|v;S{o+w^XQJ$Kp+SUi{+EIZ$Hvzk~qfv)G{Wk)n8TQk74&F zxp5#x&Dqut$ry~hGKcVZJfOp6|C8B?DEvDleOSPvgkPN`eB68mGLwUEMUc~m00p@F)1>1sg+ z)>RDa25;7Tymb$yQPEHsae$&|R3`M98Dt@}8l9yalV}E-A*|MXN_unL26ty?jwz56u+;q$`yD-Oq3j-ctBXJ*iON^aSzB1F zund1sHdi-+Uo?j^ZxiWO>xZT0)K!V-ZN|hW)E2;N4dr@Eg(zDnZ8T*fs2->hLs->p z9nfi7C_0Ip>};Viny>L!Fx}HJ5h1Kf+)n5oMOunnJLvg!D5{|CCM%n|j}Kzjav|Hk z7%f4WPvU76B7-Vo6c#~I6_U&ujq2v}udC_{7Dr3!JvfmoVVsTuxvtJ%FvTfeUNiPy zQG6$9U-HM*-nY>@K_}7LLximGe0z?E*ZM-&E)TGcsHv-0B)QPi(t>EKJjhi78KQ;B z2Z4kL%Kz5ZB%=U}WU4MQf!_pb!&kWi=i}p3O}KHKN^u@mEw3RtSs;(@0=y|2M3&dP<_qp)`l4s){HriB?zz z;?gWyyBOUh`WY*{mPVCEvMoqKm4&Z~PP3rBbTQAbV0E?s-RFdA4)#Y}bf_C}e}aN% z%BaBWHz+Ak=R-JTAR7LbG)_=HcI_Z9D9tg9^kN>tP0E5YMBk(F=&pxP?B72+c_Zmd z@e*1Rz$@3pQy|`GG3(LEjL3&b95H)9|oekkX5w8e1_+$0wU%dQ?EA>SzkX)pWJzLCJC0#I8PK6o@YkZ zs7wvkQ6tu=-8?46%7MFU?uD(L{csW(6M03_`p)=j3yikqKJ7DoTL&oWBbxuzoEJW^ zelzjT(`G_C6Q3gEk4nO!*Bz?xK!L?wZS9B78cM=<|0#>Ri4u6CUHvBAjk{TZ5+$|Y z%cp%m`KkYG@G((ErQ_5ANUWct-OAUi&M>ik?@7*V*7aEB`)-4DQ`M{C`$%rDR*pCe zW$kO=o@_)dqySoG!7I{Sp+0Ek_|ZPxu7m1h3=j`QcwG2_2yH@nOnzn!Z;XkqZGI`z z)~>u7{}sGNgCirR&3JGBSBRF`gID|<7rDP(V&}{~;L2e%eG5=Yl?6Ny7523Ie2d_0 zE=}(S0bcxr#VZ4$!!4`Uem|S>`sQHcxcor6*l_gCti`^FCn}*^a6^}Zso=g}fG3&}r!v?XT$ za!fP~p=vc36s^Ia+h$1H0?TebH*Y_6PJRjt_ewZ@yRy0sf>D#J<=t<-KJ0mOhxPnd z)$> z#xA#1Z51=&GJj8>=KM0|^vIB+((kugtCR8wC7x^MZ}wTT>Abe$v9~}r1@IBrf5{rUetT+K=l1e$>!$eSO#}Al z?=;MoANPE=C#|ejOqWm( zQcbFs(FJny_V^o#i6RlKH+7}!3<#di`)m_5fuY7fy(`UifF)d1HGe4^O{w-j) ziJC)(`+LlMMpPY~5HbEPQ_T;G%7ivTt`9>`Qyb2b+`FYtZWhBjhCU z3Zh;{G;=;sVmX;U@SI!pH`=cWedJ1M@=u{Dzd-nfsmN_TX1P6r=T48)=~kHwhA)w9jf&LKQ) z$-x)Gk2SViR+yv2nab68Wi{1G0+Z{uzdk`A1TJ*a`wFg$i9D1Z(9%KSIU5RG&@Ajj zl)k8(Y`puSlA+aho8zS!C6m!6m)$Zuxpw`jwO75LM6`3XUrM>Sc*D9IXRJ&p^wd0M zHXG=BgwrWdnonwTIlTj^&o~I&1m~y;T za(Zn!KSPdmH)%f0e~&EV+!nA^=2>++dYGcfW^tRK8EgA0hAL+^WM6`V^-lYJt1p3+ z=dUv|W`0Wwm~MzBQ`ZV&G``btS^Z2li`~j%J8S73@@T*}0vS4mWv5BITf{ILt&}p7 zqH-ubm!n;cCh4zsyX1GuL$L)F{1q5UCD(69O{mxQu3vm0x=#`iDkWUDebb$t_MT;Vi2Y{Z|-AR*R;N(1SSUyY7whc

Rs14MxB$S zP)lO({xTEf*`E9HQf~SsytsyEj0iP^v72q(e%>fN`x?~<_hxn>Y?MhHBv!XmRW%%L zw@0D|Mil2LAAFhHZklrWw1oJ~vY<(s&45_f9zqn442Y^zGgeg!8r`O=OG}Y0H+4?;CE5s8jvje?fq1y3SD|UGLj9b`(akRr*sdAp z>6J0QPfMi_n|$!Jij%Xl20b>PSRYm2%77Qup~?NfXQXqTT<=L2RlH80XOT+#)fq8w~yv z?GWyf(Gx9OjLet3>}Lgsw#ix@Oq2m%XmvRs9KWEVDzpO4I6zJt^Fzz=UF)e_5R9@Y zA66LsG1I2+C}+gv?D)ZwZexgQR)fKoDy%y*pqowkBN=ZZUDt&;zqy^M7;2jbFScYl z=(I^aI**T z+pbpz6Ip$F-B?SWn{-E>6dT8OR7ggLDVg(OqWpofN8c~(O@dG7QAMf^3jRd zCM#IarhJ&CtEu!{xj)7Gx_zUGnF-5io#IJFQn86Nmuadz2}SH z{fL|3h`unrDs95ba`r_d)1I@~T=~X#uUeE375Y@Fm6n4QHB|5g+SoQXmeo>@-W)P&6 z{e`Ex()gMk?`{el=mWYbXsu!>@mU-n%Q;eZ28)K-JZQvis1uFxj$BC8vdvlZPA6! zx_U7Cj-XBPzpFeHaK#<{c|S{YakWl@Zi910SCspew~sH8J%@OBDeGIK-oF?qrs=QI zp4toG^ci{p$H4FLN?at2udn!iFG=LQPKlVIcrMYv{p}!RBg_xFw{2GpeSNp^(vOp< z$PD$kq=%wcV}>sFT?lKcio#Q&qU4C3j=1fco&;|*)YW0D&S%$uCw6DRSc`93)l0PN zp@%hWF%gAAgV<)F_A59Ts?8jPL=pGewY;c)<@~%w)*ncb?T-w1%ei28uIjuGCc0nMvcS!yjvPjF>F@8Fw;K{N$T>S8P~*f!TYP@{Z&9O_m4=qp+Z*zTBDJK3E)ss9|!=n-qwQu#nIs za9V#Gsj$CqW>!2m&Be|A3DlzBwjaC+N?~1~<%diie4-hHnWLvH=v(&eNoJ6bFy;AG z>V=TjWIt#w<&~0$*A7|X8?feD*v-#T{)xBu5=5^)$5^iMLt~7iX6YWX_ zj6Gs!j@OsN9-≻{4dJM%uQ>IqC7eT@fcLfAdx;hrhDBlw?U?-(~=zONh`8BFZp< zr*9&uta&HVWdi*sKb5Y9swT)}Gr-j%Knds-dB*7>H zRKV%@QA>1vkSi=9g{sj8ik$%=DmLlbM2v9>f#@DKZ)LE^UhuiaX>pEC$LexH$+r-` zhM#sYPyzk{ss91hU20P(@lu~3RJ!7>7ujyVtr3aWzo4+z3Q~}?;BcD8=#6y2L=i_O zGjC89;uV#eT5?vK=!Mu7!DNK+HiKH1VLKQJ3CVj9=zggghKbz-$yhkjFvYQZI+?i$ zWzD7~m+AG|jcnreTCtL91&}emI;Lm@T{fOokC3&aK=Hya z$3{k6s0ZGV@hIQj`wHApik5$w+91g)xy&Vih){T)rvI)EN4F9rOCPlBcw#c<6J;2! zRbxjd<#l-8q+!!KSSwjB=`|Pra>4afk`vB{s2c{VU1d3&$ZK5pc$(g4G`thEymUNA z`-MQmo6qvTLu4An3g;QoiGTG9MdFcT7FEz@{V1=R!UWjx#eOF|6w110KU6t@w^KM+ z|5Ihm)z1m}d@CJ$ZW?*o8Gy4uIZOyY;|=Pmr9g)T6IU6*hMNJVbNad%EmI}Up%tX1 zOLKSLb_%aNl2z`}O~o};`P--Fd+9!RX1D!vQ2gs&H@sitr0 z^Fk?eLG<8DK0al^_MF%=re_8m*P~}rzJ3X!7WQ3wMy-o&Je~tRFdKNS?LW)RlQgXN6uzO6-~#$lY(RYPXDTV4el$7!VF&A{TSZH&4^dsc^W>`A`l!dx zfM+nWki0&zOAL1@PWIQtSKaMkZfhf7&7a)8$?f)6+s;56T;B?h=V7JQ`Fzh`f+)Wo z)`I`)rK+{cU$*xYrd<6tCP}upVCkb&qT6d5_8+bUA2yM!dLFu0 zWoYq#JoV{fCc?%gMuqxTf4#d^m40`siUpiCXR$;O^ZnFjsZGYi0XICqj!rYkPSRKV z`H+~RrQ;s02&zqkmMTx-JxNW0oGVnwLg@{O{gvy&0g@CLSkQfzbaamPsP3}STwX7O zo^@+-*1lgNRYoGnLGeG*c?Fl{noUJ$+lB#O4hSLdvJnX{L?l^s0{z?pZFGylq6lG- zZ%R6_h--p{NAIWx4f^0<22Q*#IeHMHs5oX zSIu{9UD2wdcA&c+gi9axWGHHc%o^rW-HnnI#h&hL4H`STE=$}sp!TiYXP49n&oJZO zR=?@nt*W!pG;9@T`UZ*FNxfCzF-A;Ks8=xG@#JWNzJjwpDi;{)s4MRq0&rY z@qNJx?@4E&0>-0@+Lfmc*zJlVFw#+5j}dN3qAYrZSLNYa}&{1|pz9jQ=d{ zVCy-i*U^di#RJjej)cNQ^M!iU{CGM|fldXih|+ac_A687Xr4&-al$jFHBcYt@i6_g z@v)3>v9M_A;*7w}!yW6@pJTJH#An_Lez@Hl`OW$)l9FhGy61w^SHW%iDJDWH{r=m?(`<8ZWxK0E%c14|6Yc}v)vNxv-(FKyGArba6mX7h{n z>aC~8{ zBH8QGM06HA2SR{rE7E<0k^ zU`KV0LQAd<)KI2Zd&F#J5#&{>+1heD9Aj63gmPuDLNXx58TbVm zH!&!AgH1gJD?+%|{fM2fr22JQa0=NUdor8fPNW72Y2Xr@axxJoH~b>}JWld|u2~8Q z#O?pwDXw*P$IRHTMt{?W>>vx+t{>=P3SO+d#tsxXTkfG7F`I+0k>W?}`Pv%N5u7Mx zi{a_7WzHvLxq&V`4LvoXVN$I^pJFBKU9=i#pS4yVKSuhy>{L4>2=C}5>;-su9^_O7Lh}RY!qc4rnH4e*r9^oRH5h_%o(=AohG9$iG z$9Bw8m~1z2FD^GXl|9$h_U5ptl)Wi*#U`L)aHPv+r8Hyjk%n`%qmv$l0*-}-e3Wi!u<$G1b}7j@ zX4m9QBeA)R3pto1e65e2i%{yUV`mps1z&m8-WzK6C9b*gdM|P1<-yj71tw`jP0{p* z)nP-3@f{;J3X!??{Z6UjvL&C2TZ50$B!k$c6RY+&F0CpB?6f=te80Gb{O{~a^~mTZ zUvPVm27Pk{8PjOrqlbPPmAAe9fTk{k#qjX(w8zg^Jvh7MvA?A=n>Di%5Yy2v4iUjN zW(%xsp)^yTPk8I&YQq;qug_8c7^ZXyHP8qxio|vsdLx>hK4Gyv5+_9#8=*6?ZM&k4 zOFGd~XS+H%Dj)bw+(G$6#-6y|)QG>_s87ma#C2GI5X0GrHDrS7Xzkc~_yRhDE z^3z4D)>oW0Dz%w*0XIc#%zZC0R;yqHkwwuqb8V=5-xnUg_dSPC1c|tbPmmUsohxAm zOU4>B_GH?2yyLfCuD8$_ltF1Grz0m_mitwe!kHLv8t3nG=$upgRkCLG;c?{NgC~R@ zkId+ndh;JBtR;&*@_(DO8QNN~B0Gk}o>3;pk;K11$hghFuq~q9%X!j{F(Nx8!TRvR zevua5zyE7T&=M)DDB57;E7WN;zy-5>Ctv))2<4s$7O@^edL#f zt*rDSo|{YPVg^}uFX~{dqnQu&ZrsC|q3_s1G)6w6cHWqB8zU;!x_qB-=e;+FW-X{2 zeZ}X|nk&cGJ$7zNcoAtydRRDAAC?DwKbQwKDTiwGl36CCPBa{=R+fx#8S9<0caM%M zXg+2>mZzwd@UC-h6G8lv;3FiV$2&)x_%GZAL!}MXw<>u^+up%xqlp zkfQlDrWJOv#F|SraQX=J$wCd>!((_5Tl?Ayx$e+@$9UZEnf6ceoYS*!FpSZ<=cKag z$5)JE2)iw8Y<#5dFBfkpW6z8T&x0iEBK1!{_wzVQ$5`Qq?J30w%aE%{5+3b$Gv1C2lp8<<&8QdEj zfe*SMjYSMr;7gSidZ^<2*=)sb4pzs~$VRkq;mKzbc>E;%k+_Af@}Q$3XY_i~9I7KaJ&^jU4v(l|5!>EejNo-0Rnw5AjPdY_!;(5b28fOjcwzU44vgexDfI z(vhndU$?6oWJzh`zT2Zb2Mn1zM|-3Xf0$8S{mtvp8LO#+VGp#qoJuB*|(bF*BNB@l#V{W7IBXi{I7+}0ZO2h zi@fEDFIJWdoZ|ENjN)!FTQlDS>fa&HsSSnM4WM;@o|+NM*s|I8=dsj2--xv@5xcjJ zL4NmtDsqwX@7w=-fm?*lglS|9o2tp5uc&l2oX=qa$GlNGp9P3ApC)sFXiS*}k0w5b z4fHKLeq5S6M5>$IEsZrf_iUL;aUASI35{o&r_RiOeXF{GjRUeFdaq#is zoE}teBvM6KV$LK8uy|wlm4_m*^=IK)8V{v$kHGPkf4#5=$yA-|pUyVU+QHU48a2~v zsrIJBsd0cdQ9{nmX}za}`Kt5P!z&#pcth!hqpk^B`xUi;E;k%~IU0f<;M(6?t}BC= z6C1N$gJSTwxAekot^51G9NR(9z9|Vq2jVgiS{}ViDB+AVa43!HJu5yu8P;}z>&I!j&W3vA8m_@Y@{)}!*P}JD z?&^1*c12&gWz+)tSa4jsc8xMwJ?95L2xwAYPP1F~L`Zr#Iq0jx_>PbF48N1ag$NHP zAuFGZbK2~BnO8b=3zi(2zdSZX>lG|B*knGzKgQgiK3?f;MM~#4NNhdhR8{90;Y?Q> z|G=+Yvv(%rwhCR19w^XLx4v{>NqDS{&^+0>#7d9wCA%Wl9f(k$Tx3juG#BEI3#FUR@EanvgoVxLwEJU-MO290<*9UG2fEvGZ%l_-%czS?a$w&Ky&u+pw4IjXzch!*g-tkf zOdNaN*E#50Zg0H6MDG+|Fu01kz9+?<24htUfjrufsxKPym@@aXdF}{#&1+}2S_mEd zPT#pghm=2A{`C~mD?MIuoV7`lGr^ zVKQl^`NfvYM$Wt3bj!k}^D<)nG@s7Ce-W8U7GPk-T9l_D=mLTsL zzF04ZP;SD85Q-QvPmjB`^K+27Smamqcpsao7zN-}+Ta+Ynx@Q_#=*wGpO7 z?#MyyAXf85YS@l271M+DKANv>CZDq(K+lcZ=NBz$uAH4%j)oQ$LEyirPAqp~y?f76 zH(H4(Wab=7<(=}G=&5da8=#f@o{Ws>B`s$`1 z$Csm>C!)>u=iY?~J^871=gCisVZv5gJ&3rtF5f(P=t5JK5@JsK_)r0 zww+^1DzjG6us58oPIt83&Zp7mi>aw=y`;F_&1B-Mw^xjp{LR&+YrW*FvHM}Yg|?eL_fq+WpX{|hJlcwDmg*sY zwkIF4ySv+Ko+S8+WRclgnaLw-uV}Z~(Q#j@pmfyhms9Ttr_ITIn-G!KNy?BT3us=B zxVTMc0>|qMmk}f@UYgYL0{O3nY-#FXQb(!#t*i^Lxg~qnVYw7{+Bh~hkXU1fh9m3T zx0w3GwlQjPmCQG&WN*xMX79@T#bp?2!-||u@B^jPLsAsd_(cBXt0vv9WD7~!^N0(3 zufuP9VP`Jqz+Rf`AAX8SQBM8oxh}DM65D_rUYf>SY)_sELmlr09|Vmwp7dPUL7vv^ z?FK!a-=FcPGvk6upMB6-Z6YO${PmrI$92V0^knt&TJ%S013qlcgVNK|^k)iz7_ukW zF6)Jv(iix^DIqMV^E2DzLFjtbz;T9Z^2n!?+0f_Mhyq8Go7eBm#p^6m8+X-%<~6m6 z6`^ZXSl8infvtHr?OMG}DUY=xR{_ges^Jg*Ql*`vFZ&y(q>pB)bAP74HZm~B*m4Tn zTZ#byyf-|LLM!xAU$7W|?BT2=4gW0#Te*Q)5k2X2uHb$DEqdkgdBKXLy^!Hhk@2e^ zLNUH*PzM7~5VEBbGPiZRVGJzCO3+|ssV6f4G~68(5*EySbvh9rI{UU!?ogRpg4wb5WzTcc%l{X5-9XI*}9^37dKvZ~ zGrY^Db4_z#tM@;+&4*qWQ3GVYnk!Mm{;Y*1faY5KeT|bZo*TVVwxfAvmKy_7!?xZ& zwVDm5HP0-|y_Z0%KLefW3)rZLB?)z_fd=S!gC{dYm)>uSw~bp*J>v^7GMN z>w&b9_x7=oVPzfoWpcb!DaWXH{~l^jvPDzaj%HsqP7@$Xy!JiJ%;>Q8#o0oOwK$*m zL-nc?1HdO(Gx_X|ybCJ<@FPH_>oGI$j++2zHdBgI zAwdd5E2v9Wf8v#`hOz|y4A8^=qk+!nY}C8dOIFlB&e?tsV=St$BT>GCf(O4$+XG6t zk^LoF?4Ysg0zyK-ccT$&7AB2x?}>aJ$U8sSAfHUC!aYT$zl1XFCbn)W_>+A0!>^Zis*R^S*S-!(UmAQ%V*K2auFJ_X zY2uK$BYCwAeisY_)%8TIQ0?m=iTP7zm%4~}@ z%F<`M(MRviawDAWUF6Cxq&<;7i{0(d*O>!-A$Yc*LM6vD6iGqUH{5B?c)8MGms$9( zCy?@qkOz|kyW~&L?o3m|Bv^n_X+8NMMOoG2^l)olQb9WH^1Ttxnw(M4jf^`t+0E$p zmom9UCe;Y5pS@r|Rz~73H=6~%R)TE)TKQz46vkj^8C+%I@pB=?r`Suc*Hcr>zZAnO z9~|maT%g@cry=Cy4q_2sa^y_DzO^PfP^3OXnr%b_3nr764e#t#bAvZhV~F0}a4i~W z(Loq#Sa5?+gUwQnO?5R=<1)Rw?izKy@~Z9D`S6`lQ@l0mWITBrA7a!8*n0he*)6H70Q8Zp`D_AikmGAOltb&6 z@PZ2eJKj{^q1mT^2rgzShsS;mp-Yq!T}W~!68n0jyR}l%n83&TbHnsF)D7zzG;LBJ zQwKV4*nqYG+rV}4&VSBT&Gbwwm_{0}Uiu9gBUJ3z5Gg%yPz*#P`%BvCw)ulwwXj{R zdp&Gd-6-pj_yxG4U>-|tny7O!n~FW<{4{*%8c@6+$ps{*U$#{DtT6^4?1@DEw)pOjgTk?;v zZe4+#qupSdJaz)QFzo?v+TSg~|6CRmZn9FcY|(5mRM%6m>;E=m{|yf$34r)aj6t0k zz|7s#DMa-jOZnRmA#ZSAguu>hDji_OKins+_%i~`z+|nzp7)P(fH%Cd+L!(eD-vLH zIy+(;Osd_!un6caG$yB`kaf=_lk8>1OyFz2o?C_NC-tFSWMu%mRT$C ze6w}akvD(B6$LpMv8A<;K+FLqO|N;~_BY`E6B2hB@cfHnkvC#s0B1+1cmHpn*T1pm zD+6ZrWtD)5g1_8Db3#}D{oQ}QgS3J5XI#3s6~qUgzjYEw|HoCa$ALx7F7w%4$DNt` zGTADB+5q1eK>w)TG1v@18BNLgKaIm97^MZ&U(A`!kq+i&Ull^X{S%@he&9B$#w*X{ zCT^qT;_d&4sH`Y38GQNa2t6DiO6!W-AD0BtvIa}B%9&9pA)@fvR)h8aHevr0MSoGF zuLAJWptvMuC8uuyOgZeD{1K;3nE+IYky0TZ1eiV2IP$lb=bwpM1uRA}LxBlK3ZCzB z(0lh!xbnRVAPhb)7IzP1*=Yq0F!x{hCoplJL5^_j56Rs73IPr*loOKsUp~lxVVME~ z7IV%oHy`Kq**i|U^2ebH`T&_O-rSPJH~}Zid0+95pl0DtDtt`QDw74wN{@~S`q%UR zlcXULIP%l3KCrC?*!@cSmmT?!>v|5>RK22VtI7qYBo+^a{t;024`BQK)|sGmqyST; zTJ!XOQ~Jlf2fyFMxu3(`ZgvKnfZ1pDX8$aGAXGS7;)?vW@b?s|Sj#!g+IwY87OYm+2c7yvVaZ= ztsZdxY2-P4E5Q78t;IBVgTdyO?6R-@5ms=82{_8V)ctG@xGhua_NV;QSP3Xleli)= z%UN+6MK!JHA4gIIDuBhXtIckKbHD|A&KD~Gr|l1X4RCrl&AIgp?!X$H$v*vq?8PI9 zG6$1xAF$lw$_2kc;3LHTi~u~a7|pkY;PLrpV{%SEinT+ACh2wVM zIeaFXNvu1$8&pFM;&%@FJ;3LI2tE_-<_LBRq`rgphLVGs^@`h#|SzL^20*M{-NO^l51nNtN@&p0uDI@{vddjnB*{R>%b;{@fK8RL3(+@SeXtJ!wl>U`BFoL6mTC8pT zcLK0;>>eH-Il5xA-t!&tO!h3DfIS&ojC`;a0QFcW`5p0s%3)&5Tp&e)2r|j&Yg+5p zYMYxpFO&xyz5*WGmVbS53-65WY(U@KmA>NHl$`C)_vt%HmjOo&^9g&rKGE3Nm$uU- z4#Qn>_Io@|?y%Pa(zV=>T@Lq21xG{r(jCgpDjWlTe!Ek?2`E)D%oh@gvV6cOnnlZm zz@}6HwmbK4J;U7;d_Cm#Za+H)d>ymwK%Y2`Thu9`%#My4pk6gskx)e$z?xWPAg+K# zWow%EY2&1UE}-#jyY4;*7~n_SmLGe$2ws7AByG)_1QNh0))qacmPtW`bC0oKzDThN zlzgskSMJNdHFhEjaN5r`>kvfY#E-xMldE!?3wW;Df}+FUKikE9=J@Rz5qkk{jccOI zp*WFCkq`b;$!-adp#uC>?UiOmFi{ndd2Jjj!LpEl3vv@0poX#DP-Kai1QSu!z0PC8 zomrV`06Qu%0^In)fa6qsbo~UrkAbEVTzPwrE#fY2Y%X6OF@7lyOj4_2Uzvxv=e&KH zcIEf6?4bsqOB$;wLFVxfCXkH`cb_$xe6;P$5wK|Tc{k)s%IYKYgaDW0Vp!*1>Rbve zM{{}+hgAt1AYJR&BBG-~m!0jvzBJ(bY6A_**8ci}V-w^#wt`%m1)=3&p5h34VY|D( zDR_ejG%!+}?@C?~$^&GLSkBKC`~3xOBZk3ZIK0TUk>H;{aYPx&C!9nw2+(5ue~$Y9 zX)bIQ)#lNQGM6Q756~oi?qs7e?)3D9=xl_1mQJo_Z;`P`zFB<@&lOig>)EOVx-&}4ZJ&(sns<6XEFJKu6y2mv1zW^TPJaV>pQ*5K=ncn0P^(Hbpv9cCh`fieHKjXg{_&W#6ZH^;-k=0Y+AE93DPD zRZC|l3Iw5AgK2qQnU%`29xRs}TT zCvG*!RJvRZ+5>647dOb6`W(;>+{dpOp_Pv7qtygy!TImc<3$>b?Kq5Lh5*t&3TVoCnqq> zgi9TP+l%|LHO^%CW|UwrK7fu#J>>bjo|ox`B36oPHNzyfReBCkXD0{kL*~d^2cyp6 z#G1N=2KQZdwZVcz_z%{{jBz4xJOISn^jGhSgA-IIQ@HL?r0B6RWH2aPN3Tq&qUozp z8?fsb2zq_1_V)H#b|r~^#ia6Wcqt+FsVbBpHTb|i+As=|yyjWycW*hKYx}*xpkk)% z-}-x224GO|Ro4*)XS~b2OBX*SxUe_(C^MU8ksY^BA8yTbUi@~9w}tZ((&s^+{p`#QfYjgQO@(29^6%t2=T1L3c50}!a0 zz0UZFaI9JsE_Ba{VF?o8E8c^fg$+e(YWYlW;kPpZ>=*C`tf(&$wSZlpORz8Ir+W15Ex*nN;iDdNdf-Ae;pXCs zuwbKol|0kf9lBC={|z$vrxIj<;GrwI_sQBvocH|dcmVTD12VD2w1|FY{N zsTCPj$i2FkAf(!GI8EBKXXGMQ*yJeiMxsY-@|)`@7n=#A=o_CQKnvtYu+lA1H+~`c zWq0L1xeTEuo?Z8Y3BcQ`LAv^y4%lN~A{@=wySDuXmU27tvTqiZN{rVcD1nJAee|8a z_E}~c05cMvEN?{_nC^qUM=-~TH#c|^Y&`cRB2t|Nr-Nig0D`Akev&}X?2E*nOl&XZ zrY3|mg3_A@uhr<&%5py)cOx;62Hk=_4F0AO)*`+mip>le)^T}^Yp;cSrcx+_=ZT~Z zh==y(!kBHOftExO?}I&~?ZnPh+?lI4e`Gk+vfJV>gCJ&amdq05FnM`2SLS`}L_ zbWK13903qz97KU$ZvjQ0ak;?cQio}+)Q7T8KdFme|Ato$&H0^jvrHyqOui9wT=4cP ze{;mju7sFIIJQO2tA7sUlkf@K_1|W@`SNh;;&8Qdu1B}sL_@t{f1P5;6|?m_BX4Bl z2_JfN#~r*3wK8qL)D}d<{$7T4R369OK`h}q$61r%5RwGdc9KGgHrZ#3SjKm_kT&XR z?o^Nj-!L8t|E>8j;*?&eY&ZdfZ;GT>!Wz&Z#8%$ly?Fi($V6cmQ;f|4H^nN4fhd^| zLwahB6Qf8Qk*RzbWYXJLp(em3IS*tWfnZ33ZzHI0$pT8KqL?h*?IFkex!KvRzUMCn zGwdL7Lae1Fl8r-9un#Hnizus3=H|xH_IOEYp?zE9?Q@%1GIbj)rXlmMNO>u|akx)z zye9V`?m&_aUcIUe86X_J^uI@N{Nsn;EFU6SuN84=AwgP=W@%_=-UnpNa-VBt1lCZZ)X7%mhnvHHZlk(jiyZ!hFWTC!gJRdI? zu#{i0Y~^sKUT|>}Najiz{%F;Hr6*rT8r=G{QwOrv5TM_ys;4Iq7}tri%Kp6!Xyc8? zwa*EurkFgz1q`#1%1rz%gjn|Lp}Z#bks_9`IO5wuVO^ z>*s4L-njP;0+I-L2N^L)iHT>QFZWj14?Xm73Aj+^vMi->+_?f&{q83_2?W@m+|En|X^q`nd1W$) zumyr?kM4lxORkMK9-7Km_@03)jR3) zi+U$Gt2FupLw0~*^=Rn2upPUgbqCR}(~skx?Joig>pVx^%nXyPw3 zOvj)zj1@4OGi13m#QeuKM8;^`9&GpSw}Uhrc91b5kh`=i4Q$$5Pbp`Wo1*czsut8= z{k1f8JJRozD(pBUf%sPDDJTIQWL}}212aC~3xTAM3sSYF)IcIs@Er)#K4>`9msII$ zvWn`^{idW1U{P#qn)gN#&|VdBNW$G}o#Tc}NQ385h?Sjm2zCcz9{1Xo?1p!!ME{5G zw&K--9MRnCx0N~GU7A_GsAIHFXa0gE`i4fY26yLf+B^Y9w&^o|X~P0r`d^T;*^+yJ zi)DS?$K=JIugBm@C2uc|gn}q~bpbno)1;orpJkE-PvpGTZz#h8YJzfp+lTBpzD}@w z2|cah3yxDO2*O&?9{`DxAZ#dC0nhFKK^}8m#Nj4r&q|KEwfIt`ct+`(EYEjM0&N9I z?7@%Yy_L>>cQs=WtFH$7S(ahB_5Da(>ip=-leL^xpbn^kgt<%vBZ(qpm;kUxWjpHS zml|JcltylBvqTW#Z`A~x+NijL@~gQBc`_#yTff(v0=o3u1QP6%*8ih+ZE1=0(BP2j zOMr9u$Rx|^)^Wdo_?1MEF}6}u8sY##aX;QHPp5;Lt@51W4w1~OF113fxTC6MyL``# zpza1ZUylzrr^*m>YONg|LVaF?05o_Koyjxb_{t4X9u@<{q3CKgNR`Qo-&Phx(WsCc zQ(UCne23E=Mb?K51_mCP-gBmSMlkJ4ZtAsGQD!#)NJ<1FO!mb|`AfT+02ZMyGJe9Gx+X>X6lY2!G-`kle~ z?WpHU(bpd?jNHi?u;`apM*+7kU&Ds~{U}zslKa;#n0xQ(dH|i5orgyq+`K4CtpF|B z!5PFaBC;o9q&DhyUR{}z&i+33eBu^}>RSGIv8n((5u;TLpT{ zp_AVv;k{?;d}~-jVMgKspz>fpvwR%$>?ZQSBZEXV<7Z!%LAi9-ZZ%|#P3ehpk5&l% z4!lCtaDs|Jy_D#XbWtP#W2~qZe#zW~0DSKcX0Z_qr{XHrqa@e zp`R-v;Ckfp|HIy!hf}?_VW5jhX`_J#5-Ax&GGrc#P*_+987lKEQ|6&iip)Z$%*&X0 z*0?jvJd-ldnP=zu*}L}F{^VTepL5Q2&iBv0%GO%H;eDU?dG6=F?XVkQ@AO#Kkju6 z$P`ay9;O-q>U1P?akLFGWAzSkl$)qqHeSrTP0E=+*S*_n;WX3x>on^DOm`@se(3CB zQQ@S|pHs4}>O!bvNDS#cm*z8{K*NLeYgx4zSy9oR;$;` z@7lVl4Rs8C2jCJGo+|~sq#ktqA9ysRpUuv(sAOM520bEq#Au7dMb%ukbBC;?d}?cJ z58NP(uG`t^E2{TNam)^#Zx)C*k}89vb$C-U2{#>+5^x$`NmGV89}h@162P;hZ<<-v z3+U{xi${73HSZ}ZpSZ<<>-LCLBGIAJXZhKqNjydm*H3smsoCl0-w%|L3!EJAdNJ`ee=!aIv`3k;!0#kWGZK7ifJdEL{fyPV}&bUpAMxYMKLykHHL208@GK=Cz-|$LPq?^n~Dyl*z@S$jFRui z;M5Ru$oSb6e<1Z2e>YVrO&TGxBBH>KEpxsD!XC{Bou8pF<|mf^)k6Dl9a34xo+8G- zPEf$qdE5{hKTF{k_n4_Qc!cqgu!uaz@0LU{zK~jRf&jQ~PWl)8^y2|h=OY#NL|yC8 zXV^fPYtpS$zCO*@EVxN)2{I{pH2MoaYhCy?fTFkA&+bNMc^m~<(rBkV`;Tk!W5-QZ zN)Nb7BG6(m1NIOIJ}}pD?|GP0o?+|J-q4Vc;lYCiN0?DV^Q(g}W;X!ItzgWs4rn5p z5N;U|L~q-4>b%0qx+Ya(GZg^Rbr}tZDNd+@WVHeI*$G#`jJoLr+1F_c>rhrr7KAp7 zjN5zFh7_}qsz>DIL1RVtcFj>&RnXDEJm>zF?~unFi4=bg{J=l6!Cb#7M^6^PJZUnL zT*SG%GlvX&t%7=ilyAsyX=$0DQxnnzL}o;UKlJFBj2|HxcU${#H8K2G`M>DUw||{g7#O55B~FGdJ*C4+`W(-g#0Fw=JssIweNDQ|%*W;}jL>kUc| z?}ba)($d0M^AI*QBRhJ(Q%g)M5RmoVuZdi~#RuaXSrMG)Ae!h5e}{In=G=RqE6rbE z2Is?fAx4@rU?It_W8`|_mbdQu)I?`HWIZ{yWDfjG9rs`uhlW3lMknJNt^ntXEjE!G zM1>wwi{q`Axyb!!b|90T{Cej0)6Qlbhn|RB0OoxF4zd&=69}@NTUNPfklA<-A^UnLM9uWl zx;1IQekLg?RhJU=SX}+C3q-^E#Zdg$e(QLBukN1Ywj(6hb0GZ^(B~q`AAJoIb1Foh zug@5_VuKgPTW@ewCNkXKQ9`K}m|g_=-V!U#WWKLy^B5VEa>i|D&D^fc6HWe7@4ZMu zA!$BdVwy!6%&5p77Y6+c(#b4lwftH+P(m2V(z4zu+uNO0X+IyZ`0Sn8D?@j zDZQyOh$Z7U_f=`0Sxx)mWy##*$+;O}8Ks^t2%9EP(1?&%6EKg}RVdAzK%c=7&>kLM zZwpWI?#F(MPn0r(Oen?42U(Ob?b^EjH7@#X_6j12qLYO;7HMMg9=`5Njyq+dAe2uF zy@2Z1TbMj2V>_g(T=v=T>{ai=KLN^N~l_}Wdzv7)_cv7|TmWYIQt^-rU}$+3deZBzvaIrit$ z>^uC~pLOyk&$loaU8CQA_<{1(oE^^|%2&0;1ct?Fk1 z*|y_Wc65B^6t^n&%hOYXn}E;O(X)b%KQ_|~WN=hXzDvA=aTbhqvp9Hi2vT$k3`zK@0ZFIY?Gik){-@`1TCYm#q`OMwPd$a==p@J zU#GMVIv8^6T;)a%Y3CVUt7LxQK-ZU}agsG%HWi75Hp~NM_c3*`4pc8TWYUebShvyB zjPMpiz`P%~sX7gzapY#1a)GHjA_E;Ib%+fppSJQAkS0e(a2Nyxa+(XUN6LJL;i0EV zdOC9So{w@)rL1vOwr6TqyfNngi~Reut#|;qs*HaSd;L5v@!lQM_q+CxHk{*dLYxxr zK5~H7j~K1-CB;BnpMcWtt9BOG#y&K1>Io#>{ph`=;%%a)@U{vZEe0mr^CCb!^_73; zQN$Pmufeicivs?kZJQS19~t=jlVOyadSi@CVXnnD@$Z_;^cYliI7{OxF*q7SdEz2O zgUjFuqnR)mv)6Dt=Z3ovJ!DeRCU)IWM^~4(wMou;X`;6CRMvOcX;lEc=`F#Gjn^`4 zQnsK$Rj^u!ykKM~qLQWM)=9kFFxnXRG2G^}_7e_s@(h08Uqf`t1-S24`3ZV1E8{#KwawaPF`??2CLqEV=w zevg({IwsPJQGm!3rnnzJ#giaX2pylUPEo;eE2pjIE8<-wXAc3C@Xw|PLxj7K7Rjf* zH(>ek<1Zm^prz=YmXl+@I8O7HaGkeUJaE6Kl~qt8V)+3Tt4{va&2MnCiwX5W*+#28 zoy=6pNeokxu^oSWay!re?h)4}>dz2J(eW~Gqi#EX|2Ws8ARBho?JbRwzfz88;F&+T zg0-^dtfDiR5+-gK5HdGUG7kyy9yLM^JhMLjky_B$n&xV_$PqURIBwP3uP0%io{xl9?;Io+VQJ*%O)<|Rk(*1I zv#Kr)Xrc|hO@p9BRmV>fDzS>Gx``3ZM-dMIUMwA^>C2xWb(=oj2HTyU zjB%A9#ws_+H{AO?GM0D_3Xh01-t@>a&*#&R#ZcqhTQl2(i2UI-b^uzp3S+&X*M8+z zF3|+Ed=`5rX`K=j?!cxmXHF!HEspCu!8t2)|9Z*;SwvN~i|>fgE&sXwij0Y5!C|CA$BoBw`Oi0G26$D{0@)p-Z6&v9NFNst4t3Vm)T zS-MI~Dfa4|>?8)diO_e^tF(lG6Pvh{Q#0p+q{Gr|H&G8Z#C1`YwUGM z*noNn62JRhWNGF^E8rk**A#n|;1rvdYhXe=Du`mL{b`zb!oRveVdT4RND+h zH!M_Nr$L{G!}KFDw9*+)Nfg#qB9cq|Xl{|Fh7)FHD!5kLjU z;l}m?T)Ayx%_077Ayk6G>#;5w|9EJDR?Q97NVkEIHotN-vT1*e)rXJ_9POlA_%R%Z z;fiQ1RU(~bll-2Z2Mk`?lZZk$+mlc@&!oFeC6(#ixvOwo3XFlysq*VLGS~6H)n|zs z2(mr8rlceNcR?G`Y_ubDHDNN6d+GISutO6r)Fp@+Ktk~hfa8|)~*W*NRZo{K_4LW3>OWi9}p?#IU7`BOE}Jz+8l>0jvz++4h` zYs1K8g=~|KthXGh?d;)~^<+Mv$Zs|_UbL}?k}Uzeb(a)I8ii2St%}N3Q2#{Ui{*l? zaIV3@u+9XEJ~`W+1H+PBOwlfx>3&Ha9D4W~Bu4i0~UvnMmM0 zUC80Sg<||H_?a%|$~X8Yty@h!+fI83@)gbsE8 zv!i$ZB!>XW_!#e>+W;sgCxZ^2*1^b^aQel>B`nAV`l7RwU=VmaETC1}$qu=@hlin1 zKNguS(+rcHnIKBfv&tvRL^8Ik+eUV_19wo5v6v=oBMNCYu-i=D(vwZYMMDJ>0_&2m zz4Zt`(yERedCTRzHb%z-zJ8Hc-{PWS_?b5pJ~dTw=RR(<7v3jcG0|UdeJk^tP#E90 zlu*a4{RWkFI-7%2YHjUJg#Kd?y;~P3ul{ZJe9Td;K!f z_~$nH>%JcWGmR|3bKgHt!3~#}{rdG$eF)Pb#=XUgKs&+B@o;iRa$`UU#s?cy2B4rC zwc7U*3D#1(JsZFqsgW+rM86h60N1BYWEfT~g`K zG<1(-93#45APgm^@ETOo@Af~1 zyn#|$H|Y(#bwx%(D*yp}PbYhd6u>%UfS;u2v#XCUHam%<VnJ(vn5 z)}~v$y|o_cFS(TB21PRICMdC+(o`<Xu5Ms**%;oO6MBM8K4V?MR2T65J z^zFzUXGum!zeDs{P(>=6m#{F34Vr*jJLpManiYNAu0=Rxf9{4t7Ah!wRDzn%gGnK2 zuDQ{Gm%K)3%qT`aL29ey!xZYJ`UEk}qj zhQ(uv5!z7voqcHU)=cdT^1)Ye!xI0jhn+w9A1XZJ8j#MH?c}mK`Q4;1zq{bhJaK>5 zVuTYo4p=#-2@OmB^G_rh*}(5KdeJCxJ_mq4_Pp~#Lj8KusUt!6d?dcB#2I@BwU#;9 zjuetPvUe+ed9R1B=GaD07g!Jz^F|Lp!BGkQt}1mgr_F{@K4kOSd^_wEiM~%~9BTE_ zJ+!lLHRG-!gtut26^prBMp8W8N~mfUY-Jp0LPX#vava6MTgi0Lhw>HUqmL|j&$lD&L(=6tRv#+N4tH@AVtwV>1A>caY#)KZb z+BQEBip1u|Cd9k%;V0ZY?$k1}4MPx~4(8yx*c|zHS`j4rMo2LJJB<&8!G`{XuYmI< z+U*tj?^A^2j@et(o0nJ9%s#GtSbKkKZhl^Sc)?%^CyecmdrsXyM0%j1SV0IvyzUgn zB-+q~?Yxw3_u(z_so-9JvGUy2ek!m117XKwfwCw|c|RY-Q1+Se!TXhy_P{noI191F zCpx!bn^hyp-C8n3$hnvWdtO7tVy_uPO4&}+3VP`{S9Rg3bB!_Ju^+Q19w!3N z<4RnIx6W*LtW#R^(%70pO(^R!AI)8SY%Qr>@nzL>F}agK?0710<2n8fAi9Mj z#o~B-Ce>sX(u@;Pch}9g8J|FFy3k6upBQ&s`ibZ6ETMw zq#MaV zt1C;kE6>RyL5b5^fF;r%X8QHbXNtZyAqpA`myUIpT{>u(l4wZ5GDhlj?z%7YBDvl` z_29{$2>_BH_#u5j`IG{KpLv1b2i&5fBE+bu3PB%-hh78WP+Q*t)pZSXNLE%_enH7L5AcMnV zqAz5iH4A+4;C|=~Rc8fbk7M3Zg8WK4odU9*-8M$HzS z?=qrp%J(PvB@z88+W1#~`ZECUBptJl5n{R3`MO_IkRJ=;?@v4`27u~Yzm3%O@I87TmO3P|0tM9_WG?i=itTjH~Dky z`5^xHxc+`0|9f12KZu|Dxc@h3k#D^Rk|p7g2MjvSiQ+B=*a#-YUII4qkcaY=`B_@||%Jvtm0LSyiM0Z|% zO(;{3>XKrr_s0M-KU3?|kt`SY!D$h__XRzA129A_ydq{`9$&&qJ}e{GpMEaJO5+1` z9Hm4=+=|ZNBq!%s{`-jf&kK9(?n>z@1-lFBWI&~N^e%aM5IK&HY()}IG7xWGn6`Z^ zw9>eCbdSeO?PrV&nw$@Z-pA#`Wn{s8KZQfq5K7(tD<=5M;pvtQRF&*O;Gd$E zgp})Zt_zQ~I8C7 zxW8}vps?7c^`H2^{I6d>pV|XR6)KU^C`J#B?;K>m{?A`N{}mWORMT8Q{qI5Ux{Chy zApf@_ciBDvAKlt3rC)8Qx@e*LXZ`*ah`xxN3Xv?XrpU#4f|xl33>5c@I)X^Rvjv+L zyYB|G2BV*2b&6MjW_%Gkh(VArghfAl_KZFF{eJ*V|CK&`DTgpz6NCy{XHAokVwOc! zS8M>~y9PL53DB7hxapQWIcaPMK=)<@4e*gmIUup96pRAK$K38G@+~ucI$ae#_RWK^)bX{ZQdjX~G+Z{VlSDymZ`G9wg?vrE$#!%ZpIgcO z`fZ^t6V{a6KWNDx#b^7_YKMO;*OBaGTxa)x%v@E8z821WM?(84!+FdFjG>{ZJ~}(M zor)|tw|(1Q^LbJIOmW71S%zi3Q+-iG(aicHsBL;jZm-*E^ji)u7xoGE&oIsd(i)CX z1;9v)=C#k%M;J$Ai15DD6gg^OfUxn}(iBDE8Qf$Pff*2pamsVVtoaI0?sijP!r*$} z^e_(Qj=cc}#i>&r6m%jN1hVr8;U9!U*G>7LS!OGfP)S5s`W1Lo9Qz1}|G15hgK>Sx zeSkC=)!+H5nDX{+R!hSEhYkz#a6d+2*~&N~P}L=O6-9wuQ?s!)k=gg^LqDZW$6J12 znI!^;{fW-Ug|7%|AqzCHF98Q)a8H+t#3bXb)E{r1`f_)-HH{dJR2PZhp*_YDiVnnB z4Z(mFixK%XppOL#O28YIpOW@|3A;+9Y) z4060<(`7(6QH(jn4LL31>y7jg=0WWpf#h(ICWZ?vb-bU1CPg9upDDygiZt#tLobc& zR&)(YN^^RsCbXnI-AK8abE4~MI^)fGM<)OWhXDgMA6b)MR0Rve+KiHE!zI9+T;=l3 ztVm8=R2}S7=xryW;5uL5TxfAm0qp&ZWsj6p)R#T@em4hr)CHO_nXHGysI3+QstX&T zbmj#C#mW+J6IkxzHt8B%ii56Y=f+Y&1t%n|GIpCV1 zFLw$rTZ8;p7mBOtvXIRBr1A>Dn1V+IN7ngL8kwDYkP5?aYBrSt*OIWQYfRc~3C)Wx|J1jL)!ZKDu6WWDO7>ro1WJe@@ZzX0`h>j0 z(V{4WqAk5LS9WGiCW^oFW+ZRxCPh(fj;LEbcqr&X%U_#O zIpcIe3V7BPQe@DhU`ABlx;a0;RSYg-E}{C|68gE}i14MjUTp<2e+EOmqU{CYD_Djv zJYQV*^#F1w9U*QKvUp$d83>P=EM7u)t{;dZm%lsrmD=e-e^nPc3{P|hPO$R~1u4`5 z%i$i_-Ja5jY;zE(bphzNj)2Nh3$#X*CC}eIxxrHO0jQ*0HYKyw{^zcTLl>6ybs=;y zhr5h2rAxQL>c19DHjdBEDve(@bWvmSalrNqdjxCn0Ry-WT7X~5ILXK7U^BDJ&F7>D z!Mo@L#JLghQ@YpD%cA`$;LzS3Ss)!7ot`4phfpZHw~~#VfO=R9T6Qx&pOTyHh<=!S zlZ&41iDAO`$kw8vxEZ%+U&{-|BVZwyufC_+I&57fSp!|0Z*S1igtuBr$`WThhnp!b z>pm->pS1MIn4qMqm_3+?cgrGGO;{>7AH6jlrx9u zuZ#j;WzyKL1!F9v@4Pw_kZOM}B2h~Q$72~KIDKoN0Xy&s)B1|hA41m^Q)TW+xzRYK z#}4Gv5m;h*&H#7+SvLRIR3B7QzDSdCVRPlgIv@sx8HUC$@|s<^mdg7se+U4K12(&s3gAWPN*F@()$ z=Z^?GtqgcgKOCK<^NvtMG&KIfVguje?K2P48M0s<`D@$!9IOOy!KoLnp;|KT@&OcDuR3OL4di6dv1ln-_X0Kb#1*{`+AMY- zZVQ|s+!+j+E8!(hWhG3rlf2lSo>HBBlp*kuho?(sWK^uJffW}9lD!f03?6RIx^s2eZDwP2z7BZVJ>#U^4V;8cL^I>8cvm%#b((^4gD%FuOVN zsu%GShnU%_C8ttw(&(8n15$U-`*CiW_EhZ6?b`~3zGQ`BijTW8p6Kir2z0=Ivbx9x z2?QTj55z1;Vm#te@A|(o9?6Y7BZY{Kr&;XL*zIvm5;vo^v@xNZU-O1V8$YYq3sahg z-oF1t&HsqT8E2QTPv|ZvYJX5P^jL0pQ1@aq)=o(z+^49Or{DO_$!uN7el~OUmT@py z_>9&b9cVUa1~v&RqBIMoxXldzluo`Y7%q=OYn_~ey`51zQPWY`t{g! zn@GmyxC?jl-|us?{2r+&kwMLR8aGweD1#Z_D*pl#QRj)RQfvS@&wXv`EAunajIK>~ zi;x{835hv#bD4B$b1>g4Olg1y-}ix!PnMaK(vZ~j5e0`XZ`$3j;2-ke$KPT499%qf zefl|9#+%!9%BTc_8YohT9O)Iw63B@sfs<^@beW}eRx}65J@`w{?Jaw)+rxl3cs>iU z5-t!#lNb+{R(*VLOsNn|PyTKSwDxR>Ff6oGD(CONeBo+LTsQAn$8T9sZu#JaOAmPjOX0)fs~hWPI7eIm*Xq>7o$hI2@+8 zc7j$Ti7;kiQ$G0C?Fc^GjH0jJOt=xrvP>&dNn;u*?m@emiK1WQ9f*0kE{#%rArqa6 zl2W{8R<@}0Hm;lr2YQQyq4wXYQ` z?7EYSr4>!L5}h!?FBm%(mKx1m9?(nox)2c<7`rrGe?cK?+{|S?LXGT&RlsLlwaVlHQAK>IUA^w8f#_N7f7aD|{LHF) z6g-`6u?p?bTLduK`hF|`O0QJbPujXUdFvUZi|=F2|*pcFgoX=2D|w zNWbkoR+=vmB%^obVz+ZxJx*}_qL|5LAcV!;A=s3@x-v$7zZDK1N!;XQf-hKCAoe=l zw=SBt;1EKGvZx36hGDUFODbf4Bug=c&KuIIzc3S#oPl+*_DN{#4#yuFymd;PHXV1o z!hq|TkW-=pMs}P*jv!Z%1`=j~?~%Mspnsg=nNesGd5I6@mP~jzV+J`x_e@$k?|kWe z{biUSlQ%U-6WWQb_|u0%4`y;i=E`DF!S$aV`rdNfd}X39$bnj0*!5i3BZCr{^r7C%b!F(eDqTUEQA>l@7I8d?K z44y+S)!lJse4V>?=}!LktrQKj&g_qo^SV&-Ok1-8G1(CagBSQ`WO#!GQ|gB_%?{~E z9ThfUNfz1|AlbTFlF6AF>bbyV(41vm{G70m<8-Ws(c{ZJ9ubULUx&@Jos{rZ@~i!4 zU*DJ$3|($%Q@(sK1|-$~9H-ST;Its_08r`peK<_U#%O%7VXUpx&T^thN|J!+BH&RE zS0R=ky+M|%A4RKHv&2Us7+P-u3no0ym$%xcxDw9z%yI5hk0LI*GFHvpDIBkMiGmTH zpCUgowVL~EIX&1hi~F@XMUCFVhlt{E6C#Q)vS*er^JmroRnHXR=sy!0g`~tMV;(9+ zHYCbYpyMt5_@)crpN3NEb%gFZ8{hPoaBj(VKE3+Wmx11R8BWi_x?>ZVMmGC}(GTm! znjNBH0eI+Q;_mnBK#lH0ESC&46B&7|SUCqHa0?NEw1Hq$^25#f=<`U z6xGH~-%nL5$e6P7uR+Qs;PO?yS%Zou0xBE)kTD;4Hj)W(ThaJ+3PU6l@93H>WO;^2 z<0_z7I+Qsqu};PPv_PWt zY*>u2!7X@NkA4`1*w#rDQ;iX8=G!kC#$k_mNDN>ztxO2XgoFPS$ny{i!w9D|cg#byWLdwJSG2Wge*e@$`D`%am%!!R0I?vGI;-~K@pYkO`OQ%lwi^yptaGL;T=2Q z3?iXf!@gg+N`Iw4n8P@@^dsWOgvk;MM$Wl6k$i0YZGT_C00x9)Xfd zri+<$T;pOBfMclx$&o=gr;#pc$8F&6N(S>JoDw!De2a0qWywc*zw)duz^&Y%Q7h<# zX@NawM=_iOW*<)rcQVE-yiq6VGm*CB87nu^NJ>u38nCTckA##UuMivpi$ zKq(vtW66}7Xd4kKBTOn# zfP5-^EA=1(5eEh(psJOeUNz`NEYr2VcgDwY+4x4)OZ^)9&N$&f@mG6a-9#8eXdzpp zin2yzAK(?kWZqADUtcE6SPlBgG!KueQMKgJzmREtwWbY>R%uus3R6+{%iLQ4%%e34 zoghq}J%~wJhGAt9pcF|=JKb8U2;Kt+sN9!#%gO(K2uM!e3&lCGA9OidG#>a;3A||A z5CX|$wlkWjXc<&7wCOM@ezO)C_J}!hq#bq-!uvOUqfNnrj;)2`$plyr$L+>+7+e8m zh_rrisZ$d~8*UBB&XC!2zko-CA2Q*?n5Z4+cNR;=?#kFAaM1`SXgEnedD09!+uVa* zHHKBZ7S+W#amH@&h~*m`g2Acmc}iis6XoEkH~*G^>IHB)8Qw~>02PzmMI z9iVev2jl3-HC`^1GvlM}W1N7$Oy{&;(S;IHZMPxIk$TQzx`D(^lTQcClq*qK^v<3H zudw?gX9@dD0K*G27gKu>Vce&8On9u6YXliz3CW^@>dcDAmLY3*2 zJdxKprB}snuSRDFdh|l>pc0@*Qu5@Z7jAFH%O)BgRJ`2T1C=O;gwUIy=iXPtN!kHeBGs+L zqI8Z&8oUG7&hASV?Nv}?JGxwU@C&aQ-EMkF0eNki$W8aaO>-=?f$TecK?H!0d+A5#xG=79URzuF&|e7$ z0CVlc$8r_}RBP;2uXwK<`@<%wmD%d9o*jn>Ov5HMmEf4DNNONIV~Bol=X2`vg(u=7 zk8zK<@Bu5gIf^RT4+j$qne+z3FiI-;DWTeXCz}2{GWq?T$<-H$ZnVR(?-E+qIU$OV zUPI+uf((3G+;XvTH(as00)cFv9|Xvz(ej9}2?UdLb8q{Ylshq9`6d*rI3^?#iWd{S zX2v)oD?ksX`_>)bt!}398?hyTq5DHT`t`3A&faE#vmu@Dx#ENFSqCCZ>$xgAIsw;q zKS#peCIf}Uo0rJn)%RlJ)t7wts>s#C6nDc=b(@2%GNlbmImhRsLh?{jqlhIXkcma# z^*i{F^Uatj2UK)A>RFeAOB`*TO5zZB``v#yXT`XX>vW-RiNY4at-&{tHSm3qem5d9 zz72?`n-eEpKiEj_t9kJ7*8^oI+d&H=r^>n%oGSH^CMclDGtPtifC`o9#IXd0#k&qy zQl;<|&&L~rb(cBSS9sbbk`al=gb^XWF1&s>r*Fflb7sk3ZghJx2_qOHGDvbev8^4^ z!#Cb$9@xBb&K1d0{bj*bGrfISGx<(w28c!CCtA4j2bOb7A;{|jyWKuapRknFF~JbJ zl(t@Me-LT)VL^K^CdzruKp{n*))KPP2#`a>Tib!ehYg5r#KuTCi2#obypZp^ z%@BxjB!mvsaxiqDB1__Ng0Ke=@lYJWD>;+r0!!wpFXTN=M?20vDVi>x2q2yZT~0Wh zM|QJs%?fISJNx=Uf~EkP+8MOJOJ>n9Ib?#9Z|ntnTJylzjW(;t zA;)fBm%GpoAo5Z%w~B-#!efufJ#UC3r^Czs?F)?Oo4G8mrVGICkaW7Lcmia}r3OH` z+9q{t$F_`v&ok#_ljkaNjFqowZ*%rZ;VLG^S~;O|fTx?W`!SU%JpH8A9jC3%Wa_L( zwpuJi#7Z%$DJVuWF3NA3nsnt>5%mdyaVobttS0P~`E>SeJTzfvnH_eaxAnFX!D(~h zL7qI(3Qj^NAXiazOar)(Ro_q6@p$(@A&LYFA0$xJ$iajAqcjog2dG&%)OQiVOv>Z} z=0pt+gC-N3t^1mw1PX&1#^EW=_V^2I5Ft1Iar?@yawmsxRL5@&gbtr*+BZ=cB7<54 zuVWRjw@rs#$u(}0G`4bZM4b5wV_|7$KXZ@YSwVas1V1d1oG1Y4?>w{!y6GRNmOii; zObA87x+^voQutTnY`ShzOv2)iTS-J=nS& zwJQYj9|g-9GGQG{PA^KE7iz0tT+AcJA7EYOX@k;RGd26uo8-j&-z62!{#oI|ixYIl zJ=)^WQ~qS!_J_*=Vk#m#M$X8}&!L4`46&uOcSYN zlw9yV07F!oX51P5UWrcreGZGCVT2;rRtrCxuqz2b&x_ext;=%#4vS;vwEhJTo#RMj z#1*A=D1^ln!|X=dXD~p`^U1geEfif)@#umit#AB|CcZ3TJ7*9T(Js`Em<^<@y!-+- zHKjl(PSCqU(l(jGNsuO=a-w!R$Ps#zci{TU8}hm7TG7Rg-Rf;Nw&iqDV<#a1eh9;R-HN<0e=t(7(78HdI3AtjBDw$;#-xv%-% zrt_>)>v@b{F(zC#lO1macQ!Ym`#L~;!i{DCzU07eRVOmU$PeA+eg9O~^32k1oHF_|NPVMm80wp= z!!)k)T8Qj4E;a^&u=-b$qnyTSJve6I3XgQ<$m`A?i)yCrMM;tEL$a>BC$kFY4b)de za?ac}y2YcC*o~o0G-}V%{u{cHnN%gmX#sKXgi_42(>&}JeHd0!wx#Lb?u{{77pXjh zyPKfWkiIa|0d4|y7Ylmsf(b75JqLYFRS4zN1}Y>mR?VD~-L5$M0*1wISUo0XEw-5& zR}xAYXWMxKRBBhB8D5bkQdSN~#Ig{HB(ILY!g?D!sm!Z0Y*fdm;2OaUuVJXUE48_8 z)#^?p%pzmWY9DCY?24?GAjoPNf~*p>&FW!QrIHw2^}#7$Z8OgA8VQHXa!G#}Xf6_R z98|kUYhnoAZVCUHA2%E%_c4h3QxlX=${e=fxg z42*ERY=?ovJznoE$f(JyZ(MCQ@TH%*V|^u_!3R|xks}_gyjCmsp2{Aj7ik?rF$+5cim?eE~ z9tNchQx4d}-29}mp4JKyfO66Hg7oxo#{zimuz}$FAoEj)xWhdB9DwD$?^%8Ob?H!M z#HD+le4z?h=Y-9L$nl<{911Nx`LMt#TQ0{s^1HHk#tJRI1x#OkpjIXXzCN|UqZr*U zo4>fF!<*>NmVR%ak7*UW*K zYEy#xPrbI!2e@uD*7GB8fw3~(+)dlt=i z0UxIph9=a3K-kA~U7j|=olWruy>=Rqn+gn`Y=Nm`t3EMvT|ey!kJE%Xq}0=}fK5Lt zyfk_u6CM}o{XJ@UG;U~Nz95}}G zrP1~Qn0!y$icD~xj^7$9CM%=@JV@-)v&fr}PAkN1(~0)0ts44XtUH*{Uky}&;tKVT zYrTZs^JjJmOVrD-M12`>Fw=a;uU`|!%}0$Rrqggl;2zlJ*LT_nF{gJJGNCB!>1A_4 zRS|q>Zh8(jW$AJ3(y!b35Vtv)%Q4iWhMPRs{dQH`gN)jhF-=JCU!EO5w-6yM{B|WE zB-nL}zByo$D)!B=MgOV-`uWR;vyiJ{!9y?Azm>v0K@-^RppYjx@hpgs>9nVYWxm zJz11uA#r8cZnceCz1;qRGEQ9?ue_*%PiWcMRZnX)7Y@y&A^61X;=+ zjH%ZAG<<9~Uc--9H~^35v;#Ett%d7IdmUI?38EAG95OTsnll1}uPSLj1gUXkapkb-_V8K$7U6P`j7w%vJh1va( z3C(dOgQ13r{Ox|-?no`YlFnl5)Xr?39J}!+*N>%oGq|oH_E_*~Jx1qTrFv*Ic3B-i z*0%7eqwwtj5=THY)B}Y*yle`*Eb(np-%aRJ41?*01?xljvF$_4-$j1-DB*lu4OAZZ z0E9#P=a{h0A=QA*&A)m+mg%mIUWrg<3R>~$rqZ9!Z`7rAce#o0ACR?%2+{FczaM%zqUR_8N@X)7t zv;XA-_9Hg!JRnjpSKMTQAe>=wSekU=5 zh(jbhxwGtB1%Q5!;$W(tzlac6Uz`ZN@>xgO#ul54-JDrtu3B*rBn*)G}nQu}6>-j`@HKZAdO? zE!>2&l5HbO@TLb*45{GicJNAl_PITx88w<3$E-s@QOIr}aO-%nVj)WE%K#(2;?-Tj zx*zxMmVMz1QOO8NjQ7B0%qWVHpQ;6xTrJ=|KGm)IKi1bTPxwa&dwoz}H5Q)o3s`q_ zp1lfWm`jR6RcWI8(Q98c$bwu>3YN9afx5jF=I8VwW0E48ethe0nUho9wO;KQlbCvFhRb63ZWaE|lVea#_-#P=a{Hl( zcP^XVg?yxMw^Kgj1Z|KB+PQ3s1Zk{q7g2n7+4J_~NoTPU8!lz2>O+a86$uYi7-SU( z_R-5$9*S7#qq=4{v-y8|5jWl(3WiVkB017>-%Pzc<7~vYqr$5Tr2HwX+iRNZTtl>b ztq(tC99FG4FX=5EI{~{80y@`hlznWV(yFE!m(E^CJ~i?Wf&96VId9*@Od^8{#`Qxn z;vY`kBcY(q#MPm-nmcz`c$IV4X7A4@OYN73!ojpXI{ix=_^&7V2ByUhwSVE<>jqtg z+aN_yId&hl*A7GBAUL(=!}h%vHwsq;5?>wZN}T_?l3%WK1HRCiNMny=4YrOpF!+Kw z&l3Ea5&!#xXWq9!<1oawBt7Itwl0I!o>T4vV7}D@x{pk^TY(CY?3U#MCQ+ z0fqvcC2#Kc?QwLXa1+jE0sS_|w3j!|;NgY|;DB7fD~NNElPk-Z#c2WK{a%U@l4y>o zSJfTBWxtK#e){yc15S4eqbx`pY}aCZD7Y`6NJUfp5%UjRf36cZnj>h=76`}3lyjipLr&I4s&)Y4MlvWA=%CVHiNDW@ukhPK zbSJq#iNA3+XxQDbDgGc1=5-If$4#I{Tmp+&D^|%dEr9f%4$T$*b`CM}5!CWpaCqrL z&un@P5l;Yd|G44-#j{LsGL7|v4{;rkFnc57ERKfFGh|cc;O-XS|Nfb`gs`RPCa{=H z`{ZB+0dqis+m$gSc7@RxwTMiT2Ya8sDMom4>~P*Qy)u2Du;=Uhjtg!$T(FF7xx2vA zrk0p*63wBACS!4(!$xDm6VI-+Ks!PktCT)oKD@o>N9l-Y0nE9ht4J_BP!21LRGJI} z=WhtBrYZ27M*D)`@Co&B{=m6M8im5eaob+r-ilr?hjw%#v_kRFIFa&>afI|fPYbob zAI-7uR$3NMX7<_h$O)pwsauYBr^sUrPJPj9(_e?lxLri=IgpAbL-)-(5XOMr%wXT) z-qX1Bq3+weHJg6KSe=`1QeB&LxWQoRh%m!8y>{v>PSETr_e?)^Kg&Hrm#`!>t4tGl`z2<5^S0UFfr{!L0NTR&&o=GND!4X3#dY1Ft z{%H*U;{yL9L|j7(cn*xP*b<4-p6?3LHt=XeI=D=+D;D{46VV_yL5`bTx%HNCuXBO= z9#n%~&rpotoZl1w#})n8RS3t!`Em6simX%U)^EqWBe$l_3}=?#5n-JkvyR^Z9Xpr# z7@^1MABdq@Ct%t$7(7Gng&jBf**X#5e_hvqCTad~E)f&qV6?Zj@b@}0{az#YB902S zsJKJ0=hKmgx<3{ejgwSqKOgOG*UEkz?xpfT4Er?ql<^1Ng5JDqhpeO5ZxF0*q{-;Plr{tKP{URc9 zlKYgYkmQRHU~fX}m|Xy`I~4r|2u|F<^p@v-g5Fw0#2W_;vOhH0#JS_N>7zJQG9LdfQX=Jx&fi67jz%g_fFL2MTWc!`(t zcfn7v!+G`(ng7`G{~5{PXTttFs4nd6?XvlwJiI3`+VtoSN#SCH)mtzKsRdF%P;U2! zCAap)aFye5&U3<3F#?ugD0#!|Kx`+5{1cNR%|{dXCzH;h84F5*M(>=oFqaD(WY z18G!z(FXr(Ztxx@VP>j|Kt}u_WG)*MFvmW1#a!!dm}h^4pp*UAvh9z^kOssNQuD(E z|AE88LpZ@#Lmb?o*AfPOapqYbL_G`HbKdXX7WyVUkosQ0>LXcrU_vL1aCXc`+F|`0 z!`uTO4JtIjtrL+t2IS9xYZx*e=U5F?+SUj+;sVGSWv&e1!Qd~dnTsy-FxMvd`fXx$ zQ+$qVqllO-dM3S~j~%klgUsJ{V{5~d%<~ZUdWdk7o5li=$x-dMEv1{PFk#w<`~tY1 z-C~38yX7ZJ+waWG>GwJ`RiSfm+9HRM4ZGcCtv9I4fX2OH0V>5M zAnfXEg)Qp>QBfDNSn>C`fVB0i)%MFn7lRRBTSjgg&-0H{cQFj(X1^`dNaGO5R{21T zRHl*P0e&Kn6Q(fC$`>IsKCq}>mWvHxOb3u7=)MaVy*ds&lEq=;p{rj&{L2nR`ac{` z{-svlB@}q0k%h#7hfZj}EVMCuwHdZV{INb{G%X0EBvhje-vW{E&JH=J4%Cpe2#Gd+ zh?zbO3gSDPJPw_tg+R`)gI3$V6S63>FJE?hTf#?nHV1%y3--g1h1Vgn+jsA0Bb}By zhe2akvm(mD>OFk@djX<&M%;!g9=D5u!JFcFZuc5`1zaFPg@tjOX?zJkxFhHOSzrBg zOZ1{hNtpbJnFVD3IajH~f zHZMe*fShJ}^LC+mY-5>8TUuDBQD#|BL-=?pNRuvinSo=LE>hA!q(}r+^|bXiBD;o7 zA!+?Mt&J&n3qq@U36QE9p<&cLnO(z@2-BN&3wmvCOmuXaHNFy?URHc>Gd@3YW(Y&0ip5MMK23!d7XUo$%l~{jwpLzcd~PRF%Mqw0_O7<{#P4 ze;&z%2sqNS4;JUtW6&~j!d0p@NqUh`nIa_JTz*40-b|AyIz_Q5uv={FwaO&JUFn7( zFfRCPiS?T{Y;9bB z#18v3KJ2lI$j|{AnfUT`mv7zk_$F7;PVF8a>@RDA>Sc=DpmTB;yIdo5IS4f}&K#qV1^ z-^?G5N-i#K0#1k^7r2)Z80+MxpUYj=nxg|Uu9GZq-cDS52VSrN??|?Z{}1-w!=38? z{~te;h@@dfMnhIe8D*EK2q(_5N0Drjy{S-U!*~5*mrkDN`55=d{c*qFM#W~MMFW6Fj1V~hT9*LpKG3%?jkX_o{dJu5 zhSzb1h-~HHUx-Km--qN|CpF&pRMY5~x&k(#M>!HKZ0btEHfbDip@o@Us~j0(fD1f5 zk#8QR8&_(5Tx*^+#`)Bz{EVjSqsI`e+Z`_pmj8X%poZ=XC|4fS-5C!}|q@uBlo93ndZ?)th#KE)0A4+3uVK#Cc%ArNCln zZY>>AcO`#YN&K#bT(JLy_HQrj)@~G#Z(4=+pF_c=VbXaz^l#UGkN@daCG`=kqWhgr zOo=ap#QT_7*eZ{&6W+TF%v2>Fo)-Pdz;BHCRrPBKTxC3FSEVWVR&_RO`LXWDz)}aH z*_(e%v>`QIxpEyRbDN?QJ8;6>5j6m6z6-iDPDE$~wEezQ6m%iXlkT+o{2=ty!HKoK z*jo7UDo*bGV4af3onk6tSPY)?%W4Ku`i^VArtzIQ0%xJkw8$QEJVcE}ieaWj&GjPkKm{(|HKvrrCqMTrFB zO1hf#iy)55*x!reBLzyq2B+wcj)`Vqg$o;YX8`x`>(-TliYRRwpb5S(#9n1zVEb-> zEs8HsdsIFWQOT$Vv~thDG~@Hwu|#7)JOl{OT|wy0pw)k;?!*)X1=(XXH}qVr8g#Wx0mzRr8jJC}R3rLy)CODI3C-&<`#ZJ$px~b- zhO;SirI{<=Hb->pk91B5ySHY?0a!m*nURS5;)oo$yARaWVycq7+)SuWfGEqVba43a z(B48C<_yvovCF|FA*QLyqn?Gb>n_DZDb|6twtq_qr;uK({9*KzO^BxXD)6f#Tz9uv z7!*D30;{{19p@u+&V%vdoj(IeLnD#oxRHiK5nVw}U{eXIRdo3qKyTzICf(+as5~Y5 zORfVz{7J=`)}5T~EiQg0q#RVtzv9z4xH`^C6`*9kysu2eoD17uHq>S%PYd%+jvL0f z1aZV>6QOZ_e(8R%OT>6CV(j@X21|?NE_AWG3om>=bfIfog>6Tfgs}_rHk_lV^Tdn2 zM>NZ4B&OUJcn~7_Q-unn2-eHoD9mSIQrA|ySfAd*cQ|1qrq>0q+g%lV!C?mSl7~6k z^Z7mPBZy5QxykurWYj=rSRxkkm##7uA}%mR0GY-|nY>k(^4Q)AY?DjiY3 z_7mC>vX^k4Og_dXKw^Y-o!cZ8|3RI~V@g-1LARM*r|3ejb0uX_If6snebat>VLl+mdLh!L#`=`8qYKfkL zF3}EWW$=UwZ8>2`$1Q*Jty`D?`GpjRoJzUAv%nxp26~+N^^64-D-EOLtc_gyCWBYp z3v33jYM{pO%lo2`we_DnYSMulTf=&uP8&xp&1Y@*f$fByn85B_LzHmWxBkv{R?NL% zTs6^+Ewdsx)cakN;@J7c+uyOsHUK!Qf5>YgXKaSz`Ks131%Jv@M821N{s~`3qM7`q z-94kd3%iV4kzOj8>qhh(=v~PQgXzBM7-Q0=mF<+_rAoQD5?n|8cx>xh!BFpl<;ori z7+Jnx*UH*jhJxv-M+Ms3+o^>W&qc}GQe3BqqDbQ?2iZSk>}U9i@Su9}@b^Bqecuwz z|32CO&uPzG2p56?RsxK?*~jsaxij|X;TCR73}wa{7|%PTtoA5 zyVLRNzC<9-gx(mo1Q$dLMRl(1K}S1;?*<6?c7mT@J8h_a1D~TAitZIu5qL1ny_hX( zzC_X2FBIW>w}Z+OPfN&#t?PeQ&-FI=S%mPt-EYd@VPX6z>-umF1Pk1>j)?9k>#O=w zbDdX1Dv`(Ko}>pope=y*vGiP|JSu5H>70DK=<4yz^3>VVEB7Unr(Ao-*_YPBg=}!2 zz~!v8@O1_0)p(q8slOr-nsnAWrV{&*)SA+n95^k)m|r@pf_=_br280l{c98|7kiFp zI*9<7I}uA7jie^uvM=DK(G}OWv~u`Y1Hn)JiV+r9esXX)+#uSLv#qk8-|fSe69nw4 z^#1jTefjn4XE7#|Uy5)y`YiDKht;!A+b?D7Cq{{RT#bL0^o^U8lon6x`_QdUAKFfXmGR7qY*(*)au*(&NBkPlF zDMHl=GzWPdZGT-FL7$l}D=PLGH6Q&^q$s24)&L$AoA{ck=OA*f* zux{1)&?>+cw}~K3-N2Ijg`|=MX*3r%1(g@#rsGnRy@%-PB)Ev7@h|HVG^g5$z*%h0_rEj!|gj+i$Cq(SE@DLl8>N4 z2Rm;aPcfdpfb&tLqWfESC-w@m(uLsyBoxCTM|sh+525V=sx@|D|Nc$lL&e$;L4$&a?c+7v&`#M`+T6v;uyZYET5cW8eiy{714LM zYO9)je`+@Cp?X!5=OOF;(mR6%Tamti{MD=SB41|eWQbP?_OqnAyT`Cn@qTz%5IdIk zh{ddNO(T8wagw_LN6`{fy};$f=L4KsrL7fbvi{a>_4&izLvR%{Q3Y`silPtO-^h^q z@5oh|viINZFr|wRNS7TmUm%!#u2omy#;;mWo(Bmu$_vwe-BXX52d2- zN+zXEvv$b^V}~D&@ihnHduxR4;Jsxk5xJ1L9j(EF&7D4=b0iw)U^+D5Xq2Qre&*^$ zyllsb*9D(C_!H+Wog+1;j<@{s(u{Qb#jCaFy^D8G?xqwEUx; z5h$|w^)zy*#3^jLS=1|{lF|!A&k;TO_CHzxsIDcTF-|JTM|xGXJ$@@P+P*Cz|Rq>ar?Rd=`{)2&7Hj-I#{|n9{F}z zjK%Etj=?O(o|B571y#&Hk>k5iJtE6r9<>|@d3Sb!}xW>9gP+S%X`lGsV zi+cYC3_*eUfN_*B*L&170>Y>BY8v7be*h(*UEfn##K3uaJY#_f_x-YbvWLZj+yjKBb#h9GYrqo2Za?Q2-mq_QdieGt5{@ zoGKOVH2+_t(8eG1;w==mJ0R_b&Wc3eP&{LeaWo}Xcr%hPcHxlnzT>{he*(~UFQeji zpjw5iiyikF@_Sv-&)mlaW%=^EBb5!|#9pMx!$+fN&zO-)k?ar$cfan`4x*?-933tN zT6tV-KWq_efgT9IW+kej>>u8ag7i)UVq}n^_A#T+lg8LJ8WMGH8rH!(MCeZ$KNQ)L zP4*D&o#qpJnU}aPt=y_AF$yb84FT@qXfJNz>d{zJssNBBGW&*ZRIvf_?QNI)GfU8p zremldqWtO|YUEM?NpQN7+o~YBjUk!xZeO>y$+uf>C@R6T`uAK-%qBhnmc7Mcv=^x+ z0l_;lk8@}wpjzl}b-R8fArCo>{xpMTxzP$I@k2iA$O@xZEadm7%yHQ*S5)_s9U@j1 zc%zixdB;Qf#maktl!Et(@X#Y~hH>SiXKmUaB!eqTfgE8yz}{LSd=^(33Pv`ep#8Ss2R@}T235Ig9WC(m;&ivaA_3q z0YUK^skAjuWw0X5u@BB2Vb_c{}f=HfMu~Lx2_0_RtG? zf=Xgu0@bmrxVwHPNGTYIbMAdK7)v;kPbWMYth8beu0`R1KQZ?s$Wn|&D-?M0d^^!| z3S#O;$G%Kdm}8AN7J#l9`fgly*e|F#N5dA$N_24E)jcOu1~sa* zreYXT+xs(f00&4J{Pe+;*LmY=gA|HpnJ(vqciq2#70u4?xd;Sre9NBN@w((f#fnmADNlULXIhBAhdpZP0F{uBkkZ#F{o`|ah7U;&HQ zI5Ugl`ynTM3@#!Xtp;6^W{slM=F_K(y9$zx--0e&R}{}(52YeRDUFCcmeFSet7cx4$3LIMN^iVcyJqD~qOk2^0-Q}iz;KZvBKZr@JdaOZ^#Jmrc zLDI7-RJXQf8wwB#jbRZ+qrSreN>sSJSgCd}CssOsGA(-@G9-h$V)Pg5|6P;x5JB4W zpAVxQ=JbuuYM=WC$PDUk#SSJUfdW9lv(P@mKoxC=>c^+r$428)Z;^_UbmU9tBZ`tj z4G%%$^x3bw2;fDUfje9COVW5CXqOp7wv99TCWP*+s3GsYu5ECqOyosz@aG$01ytRU*RLZTTs$d>wJ zKB3|iuh9jAn^F)oUBsqK%&a)R=b9d3BX>#}B6L$)jT-l=GpMhHw|7**tB*C2rE>7} z*(q!X)lB4T(f{q$eSp9*wt@m|w;MTzpc8J&iPMBwDJT*2Po5hETicUGXsmuWVbEvk zIKfS4wk;?%mRQ|3A}M(48^Or}0WDh%4g_8Ta z7>-}FUwAlwfpxF`T0+`;E-wE_%yfV4byU+&w* z_Cki3zY0i%BNP4PFgo1sgY)l2;4*)*a@q*Qzy1Z+YT#-$fZ*b&&Y1kwESvB=XK~7o zA85KdQ;_Vu7n(HOh`7amenviK2jZ{9Ayab2ah?VKr0+*KVi7?${I^^pP9bkR_9bc> zIvLmCesu5W=pE135wa$51@JKYqnGlOHA?v#YWnMGh5IJe+Z?PZk&f`W=mV%BqO&Zd&?#ez9P3HU-4p{jML7LKmq2Un7uC^Ii}d_UCQYR`s~xcf!Y{yLi| zWj=Xu=xo(KK+?Y88Oc81uoxj^BVr-FzauBPH$~u7j4vfdLznbZ%MXWP+tz!m;h;gw zU)s%}I}bJMW0wPqC;rG6prIzS&R3ySR0b&zBE&mf-MJ3$m`hH@@kYDMG5k1#kg8d( zR?*|{r;wsFE5oIM?bEAHi9_c#(C@9|PjR#P5A~+X&VcP{xQN5Ehc@=|Up~wHwO9NL zEQ0DDvAEaC4%KbMKA@1n2DiZ_@bltTa@o=-*_pUhv(!xJ!v4|E8BDsk2fj(w;~!HDoqYv)`aE+qyUt5kGnvm{nH@l${&w)_ILoRI5F|&NI2SE!Y(p3t0f~ zd$UIK*>{$~zOO^smb#u}o?Fpd4~z7l9mDRXRW=X((LseQVT*=HyKgIYJfaxRFT%d+ zvK-Gs9NHM_0{!N%ZHk|0l~h!dr=@IX%x8Nwtq5XoPHl&nKb#m6>@abur84x6yj20! zjh8eUL+OqfY~rxM)1MM;AP}-J@}ZQ%?T$5iw|vs>(vaLxIKpq2e?R}3>*?Qn@I`Qh z96v;WS#+l7Tj_@ZWGrG9y?#tZ+-9n^TGMrN%wx9I;r*2419G=jK*vRbT;!9LpY6&F zi4LmB{Wq~5!`}!ULb!uVXdH(_;n?N%3N;WJ5iae6WO3K`bk;TUSiY{1@qU>OKGWD+ zgyc3<<{&SVR-p+JBnSp^xL)2d3mDQ`Xy!zTJm}qdxKMseyUL-tDgcdDD=@|;F32z2 zgs02Jh`GF5gDA2JieL!bua{deyFuV`lmHtf9b#Q!ym}3>H(#t={jnmPB&PJ~+1TeL z&C;A*^C>$?7w)JvQ058uwL&;YXOI?+9e7pME^Oncp7)xrWNSYGs=-)J#PtZf>f_RM{K3s^4H(sdpKNe zP9$CAc$+@0@@@xL!RNL=S8Nnb@}b8nz2qz?9Zdwm zJgs_c*kn}OT9<81epJXh2oe`4j)5%jGjEqXhIOzdyn@&angwg*P#-^p6!`4KvYtL1 zV|WOx__R^#^(u{0~NqC|Knj_Db0{9RG|ZuEH%E>ZdR4z3Nf zJzLHBBLQU8CT*eD2O3%fDCJ<|2SdE`sDjmSP`28l+(=7PlpU(T?3bkOr$|52xPDC8 zFmopPFNJ23plFDIdLa7e$iUqZz9O-g*CsFPXg@iW1x0x2D!bssR_6EK@h^xeY@0{L z3mH3&4Mjx19V31~dSVFfzIKx-3sucXBO1@Qz*O(F3k6mwWh+EeW^PBMVt3YJ02c|! zR(c{e&`ggnbow<^gffO+ZRaow>yQ*T0Xn5j3s{zJ=-v&BIR}WueLN3pR2@EcJ|wPjctrex|Y&F6(A71@JrCm_uqsoZ$ri2Do?^@j;Y-8TT!qTz1N{I z2I3EY3)mVjAn3mnE5p1JhY-3cGm~-szUs;&@{Sx*n2ESq`xQwQkUw6;6O8@v6E*|TCPuhc4t^g^X`ba z0S=Oi@XM8QR*2W4w)DCfO`~m0LO}Xw=CicD1s#Xhi)4aRaaZS6NqgIM_)-G5WP~Oz z<54mmuLxN*-Un{o0zPg7h($dd2Zz$W%SLJrAesCqVJnyEmTmDo&fceFg7iFBgIrv7JJqAk11NeQlfrg9ZuwzvX}3+5kQf@8>)Xa5r> zrvv;(*M+EXQ-XbDt2=#D`C?Y~j9(T6O8-XC{Z@u7c^Opjc0h3B$po)#0Eft&Cbz-9 z3;8bD0u`d7j{6TN9=3^A?D@Ko57BgC$P>=3UNs~2`ICdkk$E3Ga|(DlC@Ovo_9yd6 z3%OaF+9P~<>S#AWZJ$Mxx_jv^^hE?(m8h^!c zuLN|t2RN?nFL*&q6^ggjsWFZO(wDljOxh3aEzBD_P{ck?#4)?<=fc(9DnNsu%I+*y zC~b)&idw}oZ9aB9P=*!dFRapkBQIuFIP4xO3CFqH>Fu5GS8}OOXxE!C;toeBRY<{d z_OZXU9}q|s?@{sVa!=~!PmQ~iZW(`LCC>qQFVKqvy%j)q^i2oVUv*)_nLLO+!GA{q zciNcbBdj4Fymt&;xg3RNn;EGGe=_gs{S(7m>BVPp5+Ut&_q`X7x1 zXd4gTcn&Rr=^5PRkK}KY^u$4o#hfKb+n~*K-2p_T=ic}LxJhCA2V@B)Q*hx$YA0>I zcO++wq9dT4U14OF?iEY#=TF70LI=-q#a&18S6UB;Z|l+6ye!wlnD4(R#PUS?SFWf~ z)R%qo5(^uSLkt09@m#c-HLB z;CGCgEh6aiu}O$i|H{wV(cOUpvq;2p)rR|u1^uqsVCg4~Gb!2mkX_8-KzRufq`D*k z&)@=u%Ce@f$D4dH+Z%=C70N@(6)hD-odsqZZD3cN@aRWr^4?t5pbV7+9N$gkH%oU{ zRb1{{y-Dgbt;#bpEM3^S^Psj(Q+e8IuM=`1Kkw)5{WhdE{1s|KRalPh_7AcELDQ7p zmGvkZPkyhZ+4d%cw3_d>mgawC7~Z>zEAo5p)Ai0ni^q0CPB!1=o|}nT?dqN+s?m*R zy=)cQgc-P{R`P(d-HpH1Oy6igzES%g#ZefA6Je4Ye(uHIrg>qDX9+3st}Lio9h!^+T0@W#au2CQ0~8}4PxCZgxuq?Xuh z4R`bsEO*F&Oy1pPW>DI0bB2=5TJrZ4tPk|&9O4*5NOYI;!k(In>A>x-9yxn0Tq}} zpFFwM!D=(GmEyzYay&vyVkio5hzk1>bb{ulLpK_egfh#8 z>5}CuPU50l*YB*~k(5fN|Ll;W6b2VHrjiQ&EiF*u%irGZnh&^TomBy%I}1&rjXIv0 zxGR|I@UttTZ5Cd)L|x21EpVhsf7=3-+7MDc5ku!<{*@*H;U`LHsD~fl53ZjXR{dMo zAAx~N{h_^s`lZy&n)Cm!PJ+)L#eGR&Q4Y#|5<7eqfqgdk;{Vo0f%=7qCUTFBhbrcr z@>vRxN&wYSb;f)=h#helEziX4KH}>xv3UxL>N@N175@4g}2G`;(%;QfG_Gbh;O5Wr#kxaL74l8b!$7Am-(SM|As8X)gE z>g@te{&tGN8zQ0$WBpQ~L+~Sb^BBnvaMj!Q)fPw(_$q8K;g=^skb0F_d*kFc_%vqE z^v2b{Bp1j{`Aq=w>D#Dad6h@>hwB191KjQj*qwYR`iW3PPb-MDU~m|AK!qOgE}%Vu zOs^?uPjr2`e$Zo(TRBDqK_f<=mcW(Z z%b{I6ar&S+N0uO>YH${0J$7ua1pGJJKGmODpE!)B${JmMeZZPS2A&yFH3;B>u@#~{ z5NwUSiw`R@dsZN~(Y3hw^}s=dnLtzxYC}*Uli+vZzr9QKpY3#m08>4);jH_Y%KrZ> z3}o(u^kh-N6~}Ad{+D-&9YHz)>mN|K5gTVQ-UC(&GKIg8;mLs-gAVcNx4*v2&i>lm z;l12XdrTV!d`COnukvs)+*+!J~gcmTFotqu9q}8$HWZH&qO zki}ja@|-_?`tR>ZK$w6$vYRwkdYbZhH=3sf`1q1|#rKLs*#(CjYp0!5GzLg)l~bU0pG?IW zlF}ybs&3VCn>5zEXxPgd*a!MHrzQ9m-X1;h)yYqNJCq6{$B7`x1Ovc0VGeL)_Pz6G zOU6PpT4xJ~qOp?jV}mN*1E;l^&;gbIg`|M4CKs@dJ?0#CmqM)R&I-1>QYWZJH|(`_;m ze;k8yQg?sL@SU@5hDrRp(OYsx4S^MN`gM(kgE?D+9p`_lMcG&u>Q*mVZ`CT8a68s( z47Pq?%z9l)g|YrZL(mR%*0zRZWxZ>NI824&W$)+H^#_2coe@%%xz4t$ns+uNcq#bqFvwd7h`RRdG zKZlXtrp<4WrcVMM!PEPJ!mTer8S5F;HRQ->xbH9G4&GOnB0fWWiv-`is1cj<5E(@c zCZJiZAUJ5Rx2!1_ew9Vo0s0uO5kO1uS%;dZIk(`=0|%3q%R?koHAh#f7;4>$$LKMa zBh3obdLOTHT5~ELwRlhCqyo($pqh6+0duJP zGZ`P7UXsOKazWXEubW`4^C>a@ES1v-t?AE)sa{17ES=z}dETq*%XJuidQ4MlCIzay zTm!(cR0}@O(Es?o+$EXS_7?}8rOarK6I^l7_6%EHqUJO$o=P?X!T1m8bM1+y1aPkG zaH(c9a{+@?*r7!so;OA&OYho2tKZ}3r4xF$1^^|ah6l%kXrP6K5}{A)i=;xB9&nh5 znu6xUH+e+Fu}zxZjPDCKL&w3#2!`ykdLA3pb1rH;f}XMhti-{WMnwEmgsG*gN_=v@ z+#B)mn^=L=!xg#4bnr@yV9wU9_5r$ppgz{0djr;$=p*%;a=oZ&uo|^k^S^F4*UvvJ zq5KGi+jOe2n&nhe6Q({A(%ZPCE+GZ1Hf<|2^-sq7wvP$gX`@lz2X3t+ zm);PgmAsRa@dbk%b!c_jr$OPO$t5PBf?gcj!h%jTTj}DH4u@>;1Uff4@ ztlQ`vI&k3s^Sds%<4VOY9~_leAod%-fuyh8-1NY>b|RG$?mmWx(ZOBbLst6Ar(;?)`hof-wGc`vJ9tas^ex#xO<)V7< zm`=h$)xmsPV%24!`{02GwI&&*;|pY#Cz|Iih&%tDje0yd z30qYaYAnyp$gNW#J&^~ggfo+3wZ;a7sV#3o)y6GqaI3R08T#WN9o(TSeW7g5CQB9~ ztXb2w1JVUO9{8eRWU)1Sl{3~~!N3fx2$O*CFQf&IKU0WdE|PZS$`yd`FCUy|EAGT1 z%(FlrHUed71xZQCC|kj~`oriK;zTV;!(ispU&`%s=QcYO(2JY@ipWSSbUDgbEFZY#h=uEo`$ zPDzjpOZ7x5zkhLDh>gMF*V|c62!(&8`KicM(vrqb>)gFCPzAV+hybDK)PP8fPh%lQ;IhVk%e&~|K49*xH4zVK z1q;{ZNa4(DA!Hg%t~EL0i?0fJX7ji?a9{ZV z7)v?o0Z<;%nAu=hRz^S8=@b7w^<_xBS0+pyxc9QdZ6FU5Uh;xx5D~0L5_;YH=L-8w zi#+5fVJdI=^xO^2JXe6^qrCR@Jzj<1z?@2t|QU+LYM(CxxvAZ}AUX zJq2y9#QFD8{F+PfC@UeL9C$ktFt?;G6mx9v;s;fe!nVu!ox={ z{&c;@e7EFZnX#V)>_v&w68=By(mvhu8_fe~S;6d>%e<40<4OY4fPh=Z6VN>1+l2^& z#62Ye0jwVvACTAh44OXtC!UGmw5Rz&+uyMLW19gu0Adlx!nfw&#%Ov!m}Ezw|7lg; z_e+t9+XM5iMqu_HCBRhh+i7T9+i^m8=!WUw?W3{hY0E$i;o~xso^18Dzu@5Yk|W@O zQ1bg4MfwI?nHm&8ivcyz2G_nfm5y+$Y4}jst?S#4H>rDoQ|vQ`E@n9JqI@y}7F}LD zjtvD9i%#C`Dbh5f_kUUg67Q|SD%#;Ltl;X|Y29a5m;`UackT7!2tb^pPR@NQY#dR4 zHL7FP$lo*33s+I49jFX_oH-t!*+SkA8}Z$4wVhzogg~F^dl!pj`KVqSCL84IUYe#`uiaq$x_LbG>G9F0bogg5wU4{T0N;~EIrJ7NrUqU5&J@DI zMMp;WPOXPuPg$JTY!}>%qF=EqR1&>>;UBqFrz`Bj(X&WkzZFPq)9lb>)q8xWMzEY0 zG4(TBzT;GbM2K<#6Q{($ffnrT;~fL|11HDtvfA$ipo&?ys!nt4sykhyV?n3z;GNG; z!SCb=w*%+L+|>dQ@VSgW7Sp)|sBiJzF&?+?j14taJ@#*y2p;FWG!qfw;#@>+fxnoU z#>)24zL*QJ>zM@H;Fa!!4#4khhqBVw&6~kl&MdnCQfMZO!I?2GzPgiWAhsOdWAnq} zM7#PB38UE3+rUHsq&)Wa^_~^qol7wA;6_P_D&6vcP9wU04LWZXr} zPP2J|ByoG&75l=o75jUQj<)LJI?A^4Vp}bN}F|AS&0W09+ zNQSA9pDXN*B%PfR8nCX|QtDe8@gpgq5dNKwpeU#e?4km!C?`00;0KaE)QJwS-TFr( z0xEDzaKMTR-_ai`D`JF$L??M;=VV<-FiETSDo!P-R%D!4-`6Rc=H?6l*rURw&?;C) zaFS06Eni7uFE++=B-m6KiE3|rt)Lm&s1aZNF zSVjBUaw7z*!1TUqs+}STEZn-LeXtB1kWbI&@>M2Zyuq}V4dtcuhzH6;02L7jt_3GT zg(-tMR^W|R<6$8TMWi_f*2~vt^;gR~+0zYPzG)FU&p3C7v$}KMEagxsyuVztea$r? z{8dx6mq9xFTU~856&uy%0jGsu&#U)~JDPjMh1)lS)fGCAIWnD%%HNC~ZAX;wlCg5e7lE1(0}fD0{^|2=gN+->I?fR-vCUH zx0B-!oi(+DYINQ=hn{+E<$~?;Qp22}!Uo^Z;~!&oO*_xyK2?%jvISD&<&7zpZ${*? zBTh6ojWti7R9;ci?K7Op1OA}_Uhn)*BeSG#GdD0}G1M?@HHtK>KE1y6R$Hm1at>mW zzJ}l{*k#|v>j8umro9}|^~+-0k$l3gbd*7>B%F&Zb`ZuY#n9snzCWJxn>>qpjZ~rI zgOOh67GLf5_05KLCYyjOOAi7aF=F+c|E!(F8o+LPA%p5zUcLH*N__LXLb5$dM>(EK zGVjea^<0oyUwvuO!l;K)3h}_=L-Cr9$vkkKzf%k8}ZFW?eL%DQ3NNV%3@<)TNWe;{3%)>d(}(2~_%d z&UCjCV@##P4+do5Av3i$wC4uz%2=PK8K9M>3AwPTeH(pJ>)KlDmg(lw82hd7@&l)9 z_H<3NOr&>oVS)HYjQKbR#=|wuIY9K1De?qjRK41f8|E!Anj!)iLIHaKS5Cj_1ucO z7qu_)z`560wF@20xt_z!=vq@%I;oqU|Mk$P$w9Va*?ENPN~NA3$VJ2qd~F7in|XjWr`lJQ+8? z-AShH;wY~5rG9j>L8|a6RsgRRmX9sqO~@$MpOLB$KxnKc{?Fiom4a}Ur~IxpvAIZ` zrI<>nmK8~5!b~MaFN(gVmV+$Q#D{p!k_)+@u-9O~*`DjZ_<{!oM)?|45Dj~Ji!TIF zX<3O4A6594S#q7#5?{0FJGX=jpc(jSL!XWhZKk6NFgd5L-xMjxQ+?wT=mfQWj9$$c zFJmWcBq>vuwf3bUu+gm0FwK!tw;Ql&LzD&l@zm#T_wdtd4Og$Wrc6X2=o@oCmk9w|Aa zZI2a5=hF`8h-_8ZUn)LG|@WdGRB!awg8dasGLTDU9eTuNdaT z#Jux_uo}$^e9T7;m5=%am>IDVmp##bNZLLw)9)u&^V4hxo|@oLf1MwaYOy1%@;jMl z&djoZ@>EVYR;NESeXbF|y$TSS|NEf(!2#>&6-lf*k8h3>Q$=SWv2T>jVLD<)`-jx7 zzv84*R!g{iGjqit4=Kb`Q-meRmP0C{93bx;1oDgChDGbqm{w;Tldi^v-R)TCU$qjW`KLTp5Ge{oPDb=&fNtk{! z*nHK`it6Trm+bmUN;FRgo)?cCS|;g=w^7lw!`AvxGxEBk)nw}ohpF*rg@esw_@_@y z?6501$aHmv@y^Lx>(Q`edS3_>xmpr}Q@51nOqf*0XGqENaLE@Fp)I2;WBJckAYBgY zv~Dx!l#OG&PaasBruJX0iS`*S4B6PL-JHjq&v1owX0Sl!Fzawmqd;FCm+zUAJJm%7 zc)Wux+?!2HTK(y+5!+O}<~~!eZYs4v*@@j3z~=wI=&uOHbstvng^~4c2ehktzl1~>1m5O~}>PbU})L>dW zSsVT7PGe*Eby#cO`JhTePkAW5EIN5a+BdHAXNoD4rD(9$wUfnClYME{q_HEy^jtMK znVl*~ZGVW?JVl{|&)mCx6SJ+tB_HVWTkqq7(F<~cR87_zA|Gl)Jd66S^|Tj{`n~)k zX_gfJA%al>G_|jl<64Xh@>xcZ1Sexm!9;6hmw8Tb(S=8t$+G$PuduF^-`>+*RRwh;SlMlQDVKc|zv zuD15hs#tSTYxxBSL#;qhtJ%Itof@|yRQ{l6A~Qnp6>(+GJVap)6xK9JF+<1tdv}`f zw~^wOQ`4WCUCb?&1sJ%bN6tB7O+0e9YP^UUtkIoY>A0l(ixMp?`X*g(^+$hF7Eaj} zXGAX!Y;@O(buQao3{ayct=>UU#3tt`+g@b z|D}h*b>W5Lggikz2n}lVKF_c(br!mX+ju0Av!bWf-}JBc^uvoti7EmBHK9#E3t!I- z!I?!tPBvW3z@jcGW%p2jASBpKV@)D+=nYHFVaF+19U;^8McL)t5NuBCT_h2ifGaen zw@jO7ppIN}a8*sUb z%0q@)r}3taT>1l7r62yl)7NXSGtC5de2g^d*+Zn*4Dg2Pp;ASQUs=U+Y;5uCNPE}m zcg~$YvGd*G*9_$QcATYq4E*(Z_cX0v2vW1uH2QQ}RJY2`;B!&a)jY128f1+luD)&9 z7}4U|jOl26k;{%@d`3x~{3GYXcTO@>$>!0{Obq=5Y={1+g_Q5d(yyO*W=>rR=_(ug zx_f?(9?#->5#6EnaHe=sO#OR-Ygc+@F%HEsht=7vQ*ksWIE%lUK=xVpbxwVJx|-)d z_Q&dQgCf;A8MoYCB5>dbSR(t&xzM`KyvrC9U@99_7vr(@8uF#N80g>8R zo3<6ag-iOg{*;1X`fKs@shzxbBO6#f+Ew~Lamm9HWakfXe{xZcdne#stpcyozW-=%*`xy zJjz+OhUK?7vFhh?Cp~a-E}NF}>yDwE;+lkbNC*2#=|aYtQKo%+$8VC1il6#&o9Q^$ z+g7#5nw&IG=+y^nxecgW1j8aO)9Mk;%;3P{Yh2+rZNo6nF{GmwOTWrNc1SNWceTWZ zCX6Y4qqp}wyZVLdB5D1kx!vU7d$gn2)izzhX>8{fr}`%;lfq6#Dv4F6EFsV?Y6E$O z&f;xT(>z)xywc3)0{@18HKqPnwd%~6T)aj(qLoyAC@(j2xb8R;#Zo+dCeHGvO%zJhj1Vy6 zs}=J!jk$ETT0sbQR3;met6Yv!Z(7k98gX5oLN5G0w3y9pdw=DV`V(12^5ShT zQVm>74YfAlf_TX-vP@dy)XjTQxle~HSDKO1Y4Sf~TOIVG{`_{p!?anW6Xk@C(=p!pcwXmz%r zfT|{xDXq4yf0FjA``m8GXrQ>ODvGLB6sh0ZDXpPIT=7g4#r1WnUCa7BPHH~hE!9_B zA7&N>;--ozUM}y3coIhurW)p;JB`n&_akN8A+zSJmf(K4vX?!Ysa3rPRG+47hs{XW znMey2=UrHXVF;yiB;zQ9M6hUS;Jl>fq1_d&BO;QcdWH^^aAx$JOBF3vpL|!Y-W$`=DCx$O_t~7 zubh^U>Po2C>d5k%jpuL&MLS=aT5g|hn+lfV3KNEkX_(h12(GW!7Q61MWa}mZc9&ao z(pQU*`?*lngRRw&08fYtWWp0AMOnD11%KY->2;SPP2V9Z1Q{LbSz0~Hv-STjtfWI9 z_uP4R>)O-Im>`KA|p4bQk_t)Ld!rw*ucx53iC;jb70odUUfhTX8_*p4k zF7t|P>Ck_9j@MS+ME2vzo{(Ii3M${QB|gJb{^eb~UVshG!m=jnL$>O;iE=i=dIOMNcfMm zS|Tzq*_X4Ch@v+)8N3IzT-cEmBy-tvu zEoj`rTl5{LyVjY9ng+;=3=>?oyj+6JJ=F5(d@=3hA@@Zvh1jj=IfSS_Q@vZ0^>rtLJ96dTaVY^FS?ZF1%@ifTLH1V^!u-@Go* zP#Ueu995RRl#c|`3;Dm}e>;-YtQ^mIs0}bbf$U$V9G zj`R=>sdibx$~7}dvIOt-WM}~y@}=hLjNZAcblEa<?h+7A+9rh1*0{7{9NuFCIlVq8U9ai+}Eh}H_m^RNnHq)*_AimA{QHD#Kom#3yPj- zXvp~Mqo}kz%ZJG=Cc8x+Ifbb%kHRQP|oD@EY*30%5Ub`IN-zx4LPWkXmMhJvfeLvgv%R#BvWY%dgEoZt07&BZ z-$;j{vASy3h14EBKYskk?g+W8_AYuYFNHjk#-g(T;J*_abA=%!vqv7p_x%9rfPz`v ze@?Ql5$=-Tt+pAi2Bsym1xE14q|fvRSFAckw)IpirIx33`hfYcdQthJzlCXuxyJgG z=)ZQyeTcbez`tqHnKYHsT3u9^q>}BCoXhQ`4Rro>LCKGtFCytr1aJV7RZ6G#o=tJ` z%oAiEl<&J9ic)Z0dY?4vE%mC0j`UaU(HT5N+c3_eaH`EnTqYYw!YH)?MI_^FGYBsa z{u6Lv5)9G6Qiup`vc?YzDqmTR$*D&O`u6wc_X}LQJ6C&^Q*R{vC*tY7*#W`hvuo_a zMC?_{XTL-ur-H>}kNhL2cQnyYy!HnR*mQ);iLI@;}+ptIHb_I9@@# zxmb4UA9;#N3i6)X$a_{JeasYS3gBlY^K3m4jga7gYb$X1;5Pf%C}7q{VJ!WhScl{M zq~J2Glr$jOVUxBkab4WC!b2YW|Fw7J@ldXBe~80LCzLI+q*V5tNXZ`Rq)_&eC3B|i z{B$*|KCQOQT6?28~c+>LfB@WEqoj>>*jRzSraY-cCPq-sO+?kN1dASj!RPHJEdoWK}^ZIB?WIwqCp&K&f`oU~0{nsCnhCsIf zKPi?p-2-*Q3N^%7`(LBn0}JV^3pX8cG*|$}ht33-=8oC4-*4_8<;=+PpeBzT5T7wo zgRQ$2-%2oiS@hG&kWCp8VX(0@P6rAql#RdT3kGP*p1^SqtfzmQsq-t}{oz2>n)kGD zC+aIn-7wm-=G)!XzDN; ze1`T8vHKJuT|%!GC3FUgN{nU|p-e2BH$jS=5M{9+o6VR>7{VM~o8h?bA>!ibF5YEm zKXV*35*-gdYt40XH?+YLdvdG@EJFFX7thOg@oUHXRKI&Op>EBZxA!WR5W%z)-QwR; zVpn!+)@ZP)jA2GCGm@Ni0~}e z3_$(0WK85Pi68a_54qZ>!1_z|(`R-Ljlt{d4Ykd6ZIh!{g9Fu|C&K00C{--?R?GtU zLnZq{u_bA@?E|CNt_E%!f=+`<`yPCP>{3~u^O)S$A4?53 z^i`>Ng6LI{JMHMy*x3niOFjf$;?Ja55+kQ)nk(!+OW?LmxD)!4H)xxam{Fdoj`wnD z$4@of-T$061O`=Uc7Vs_0KVz+E(^8-#f5pNp&~i7S9Qt0vbYkzc=kcTk1h1+zX`Dn#pe5WU)I^QckVm4GJ~L;JS!6Yt0F;DYuQ~nxE$uF0 zFb2|@*`sXDygQ2)L^d*}6azcCwhoj(YU>qx1GGd70X_;hTcys5opyXHV0KPG(0lyr zKtU-4GapWNLFf49_7=c_)0u+Z-2PA3B#)7gRvqXqE}tN{a|dHe{dbXjZ=Ek1V#4*F zRvWKB(AM*!;A7XbX<%(KitY_Z|AivpJ*FMq5}Z08LeBy}?3FRzF6Zh!1o;z@A}_)w z`g-nK&GZ+_G49I|^VW)ux#P(JQM5fsnW9wlNNhM&eC|Dm>E=?>X5V)wvzsl-I}Qz` zoJpyOwM6l2icde~2pCvD0@wJ4;!pnby5T1mRr?w;BkB@%512K~Hy}t$Pm%dXNPBB5 zdyr+HIbuQCav#eD#y#JFVsjl0rljY=B{T2+6XZ$jS&CD-uj3Tu8255on<3N6ak@)Pp7jL(OZ@w;BKSYWnZI2$^ zh}^&wnQL$bSN~_EYN3NtDPmlnz62z`qTKTo>{T$5JI@Ub@zI{LiDVlIJAPPv& z)>ZFSyL!I8>u|AjinRdRn=8Xni`r!4{h5YllFu<_I}#(vlx54PB=qAifx zVQ|}|+S?fcKV^7x8@HeXH-j}q|1ZV?$Gg`|O>;=mq`Ay0RVzaZ6JkBJuFUGXMvRU2 z9n>QG_>SS!^R9Y*g7yNp_Z93_5@2aWDpunVFhK z$Vp15mvpa+w2^+t=;qJaZk}FtL<2PlEFTSi)K?5R<`vXZ1%Mi`z6}wBR_C*mFAr+| zJp1f9lCbzr_dMb33m!{h+!5L>M^+!=d&>=GwQAx(7OEXFAo9ij{=~*I95yN)8Y|v< z^!)a$33O8hyi@@oO8ob5<0Zmzj3^B6+*fb)gc5dlI_ja|{l`7YJzIL~(%Mq(QnqJF z>8q=MFcX7fYc@h4bBCD5IzJAfC+qil1A+UFKPRL0l8vW5og5Q2UlmqDQ;7eB)AKVK zjq5ac?vZTG@#}LMN&=LY97>SWBo32(=80wHMim>lSie6X$I4Q*%+qYJ! z4rhm;9ygJo?(@B#!9#1(Jnr*etWuo6U0Sktafzj3VSO<<7@G8?yihc%()bnTl5Cwz zikLGlYQHcnD+LGHyhnFwqRn1ItjxtF`FjjmU&wT#Y@o3gn|h;gxQv;+7tH&Pr!G3m z-YB^&85qk`V!9~`C4-)?_Cy;J*#f&|?Qe?B)Q9g8)aN3fT>>x=EV*Z{FoL8K5*gep z=_Df}F1J}yFLw3?&}kSwxa~a$Ei++CN!;;YygK@>sO40ORW=crRAUf(Z7E~&7wpt9 zIFSo12{(a^Hvo0LQ=>9f>&`Xqrre0!K(9-%-TnD;7-vQY_(Bwu8l!^?>?R8nu@r)i zS!&|6ss!3!V5Iw4Zi!%mPuk7q=9T5g!$^(~tYBNQ+p1b(n-3 zQmSm3KK2I^D-`Y8VP9aH80NDk4?kM=3G>304M%;uH|Pk@Vv)Y>*sQx}SyHS3p<06E z^LT0*#ElA-LFf}ec=kCLJv@idvaFju=wiB)=%`$cA!lpLL)8fz(u!g{DwxlHZ3^o$ zY7RZ=xsHFr zVhgCXtsB#)t4>C}x^Uf&{JzF-1D)N#Fj`GY^E7ei&Z4;dR(tvkC8(x-djN``QPT`` z5Zf50_-*jY^VVa$IH=C#?f=o(Usr92*l>CDsy>RJe?y2Rc@9L?q}@ z*Gh}&PT6D`<|0OF=N~XeiXH~78x|uh)kGf%6wq2#+8`_ zjYA_7!UI;1D=P~F4E&O)DvsV~T8te;Y~{fRr}H`ajqGN;dm(;*X%Roy?yO6lKzEJL zYC1URuZ`i?*7vDI;%1q~dt-ls^VUuFT~s>e=I2&1?Mp@{40(I1rk%G+Q{!!k5<`vb z_T>!nR7#-MXh7#B!Bg~0vD?}sJU&V~#XMxmHBPr{clQe5VKMt4w}6YGQK+ph+oZ_0 z8qk*E{K7))pF%6turv>ta9wk2GboFaS07$Puvu)d63swSirl@#?wSNh<32%_Jfw(z zu9xUZZOyZZ;8+05QSC^YqKHSy$>OF*-Abp-ntTMf(_tlTxHY-EbwbWUlKe*`#{iX_ zVbjOcD@oQ|cf+|Mhu^QkliW9R(wUDFO6-ND?PMfJ zqd7gWdp62TJkvCKu&Gtbq1>oxP-4Jl&#hW3;CLpfP|-@d&pkqQhqDpNRBG3yG04yVl?9rQ%gOT<2gcW}6; z5H2Jux!}n2kr{Rm8sEj5^KWnTbgZ8Q3pr(xH9Ifd1!98+SAb(s^b0=jRE%4We}*dd zRa_`dL(CEJ2zo=Qyb?a-`P%=`X8Ba+$#(Dy`aLV&xPU&#FDpn$VzM}?yV*YR_e2D0 zg&cVZ59%!xB_s2F)5L({C#KGt4E{Xowg}f5;*PonM?3$j1JqqDVCiKLsKC_mV3QrK z*QC6RcrQCC+8i96_6W9zQ@t4^yW69hbyVm%l#0+jKX@6?vlK=JyU100cb0h*56dSi1H1|n5u@VcyQ-FW)v;Vz|HM(s6T>724%<@}*1i2mrdg3N2TVvt%6;aHd0 zrYT0r;)}99!xblmx>8mA6 z!>H$UmCpk+Nu@MB{7n0s=UXWQQ6uJa)#H#9Xo)p>E$5g!$Rj0ZBRtAQ{z)Nj8;Ewd znFweP0dnb1s5KyZiL8jAVeEG~BRQa{d`Pl#b1C=X5N*LwpuUhB_d}XTc60u=Rl_hp zoJfw%WXg^whm$9%9V$zI;1+NJ%U4c_^};s5q1)I^!pNx~!cn0rw%RCCPP)#-j^zmD zl2#oqWlSO@SxE3U8h&1Y&mGm`a9Me%wu3vuKCa6`xwx0a;eG%nF;H%VFJ|GEgFDF9 z2MO7UHLN@B+2H!xK|l4I)VGe>#ffZ+$51L)4FAyN1RK!_W&duIr`K@kJ@?O?)+Wod-BJ=I9_^Pf7R zl|kP)0Z$Se+&twM0qvs~Wa$UDX=m&RU3wS52=qCP4$$OV@EHuR9YYA=%eQwH)-(j& z5M?pTHLUvi8-M=mAGCwv6qgfG_=+e>>&nmg*Kb0NkfUNz_y#G*P2W1#(s3DD@bI1+ zqM8``828oBxC42_2T@J^8y-e~^TLr2t4I7jI;BDeMzS8Rs`Jy%xB*9HZVegmj<5o| z@Kvs?4{@vb2=yaBs#VHr2T9cb0!P*JYWtA&Rkf&@^}LQM}fEI@9S7T$L0}e+m1DF zK|$DcRof0WHRLEY);y!cE7;WsdjXj^iY#Wqf-$7kq_5wn*WZKvKbT%OtymgKF~Wqp zx|a6GUi;Jb|HF`OJpR4|<#M<+V36<@j8q$-?_OcW=)I4K?}qvu_-@<)E7Ds{?oLjJ zF+p=ail!dr6S1W?Qr+lH&Q16xXOO%)S4VdDk6%rvwLb^H6i7_#^Lp|3JXrI3q<>yT zc*VvE8rX9v6=mf(kTdT9vl6dju*KvH=8dJFeg0EFIAXlQZ-HMw>P%W~3TfMhs)r;i zVGLS9mCbJAqjRtjrxZf|PqURF1C+{!qixHl@Rv{Pk_X+eh}#35RuFR|)+oB*$pNjS z-U6>9?!V>Kq5}F4*qD#7nAz4}b4y<`Tj}_T5y>xm{l7G7Va+OdeAPXJ#bJof5g_^2Td9n_DldPms>`Q)6TW} zpgguoZs<}vwk|{RA{xRQG|}lA%0=DiGG;j<|K+wx?8{tQTJLOa)46DJjw{bU#$!pw zU6|Gqx#|M8E0z^;8lcYGu^A)Ux*trstg=7U-@vn*1u~bLuFR_M)m&w{1ow$Ep`f$M zg}|tIllIYz!&A%yM_N%bmAOoN#_7g?(9n7cd^cVBYdoKRH(d$+Zo0A}4unnP|DWkf z>qXyh-RQp-Due^euX1GdpoFs#wEj)oiL1LJphB}C&dWQwie?vyiZY7eh&`F2t8OZ6 zoO}?1fA{72YNWLP?|gZ_Pm!-e_wUwCUp)*Yj9#*C`aVUzdMe+i$X5^J`xIIBFqQ)M z?^9&iQ~AD%EJwh;Pm%x46cL(04S1z5=ppWbzOR8!u8BA<_y_)zqoeD!rwBlSP@!;H z&$lQ;L!y^R7UgE-bf_rGfkBNx)MD^3Lb;`=*NICUO@R*v~R zIH6V1SXAhFc7z6c2k9b|GFm_6cf|M|wpkh1N>o<9B4CnlL2&afE0&bEI(u}cuDH%s zYyx`M8$)Lu*YbZbA(VLF%P9v&dTBv3{k7bWdhOo0{Hbe`+ZTDp$tllBFz_ywoq_+L zNPb^Bc)z4m9B4X0AvgZxk`6T=GA01&+$3zy^05GG_; z?9t5w)Z}!q<%xyn@xjH}>IZ3*Bol62-+@OGE@1xqJmK7d)dzK#Cwo@4DVs4O5J<*o zc9ZB(^*++3@$s2;^LgrgN2A+ZZl>A(kVp$)2ayS0EGP202x3A&iyK3@)mJc{>F)8Z>TLB(=;uDg!=S4frq&QlziTzVzS zuC&YGR?{NquCiF(;>vcEO1C2hyjo=9DhTP!hQuFCVmR@<+Szh$k@u%9IyPz(uJltF z15NpF2h3x9gck)D#k+4MmNKRlR~_q+rx*E>t~cYAsC`z7M>i#3znrr!JCieg_{WT# zj)sYjdXwmRJ`v^OSH;8AXkKl48{AV)ysSttuPz29_WA9F3C6q%*vFQ43_!i; znmnt{4jvaD0X6-Paf|vWlFZCN6z5^_z-QTChIPd^+lku5z(|FO%WGL0>0qKP)mTQj zl{L|D$gmkDN+>{vVcAm7_?JGfipYA4cjd3ri!LmJWV};_1sN!IFAG ZYm4h|9KM~4Mkx6DMc+v8zOKWC{{UGPvb+EQ literal 0 HcmV?d00001 From dcbfab9e537426275efcce738125c8b225c8dbcc Mon Sep 17 00:00:00 2001 From: Giulio Benedetti Date: Wed, 19 Mar 2025 10:58:47 +0200 Subject: [PATCH 3/4] Minor changes --- vignettes/panels.Rmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/vignettes/panels.Rmd b/vignettes/panels.Rmd index 472b4e9..4627eb0 100644 --- a/vignettes/panels.Rmd +++ b/vignettes/panels.Rmd @@ -129,7 +129,7 @@ See its image in the iSEE panel catalogue: # Ordination Analysis {#sec-ordination} -| Panel name | Panel class | Purpose | +| Panel name | Panel class | Information | |------------------------|----------------------|---------------------------------| | RDA plot | RDAPlot | Supervised ordination | | Scree plot | ScreePlot | Explained variance by component | @@ -197,7 +197,7 @@ See its image in the iSEE panel catalogue: # Structural Analysis {#sec-structure} -| Panel name | Panel class | Purpose | +| Panel name | Panel class | Information | |--------------------|------------------|------------------------------------| | Row tree plot | RowTreePlot | Hierarchical structure of features | | Column tree plot | ColumnTreePlot | Hierarchical structure of samples | From 6817ecd179933534708f77ec5bcb0eca9c661444 Mon Sep 17 00:00:00 2001 From: Giulio Benedetti Date: Wed, 19 Mar 2025 12:30:48 +0200 Subject: [PATCH 4/4] Fix RDA test --- R/class-PrevalencePlot.R | 2 +- man/PrevalencePlot.Rd | 2 +- tests/testthat/test-RDAPlot.R | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/R/class-PrevalencePlot.R b/R/class-PrevalencePlot.R index 9b83eef..cf268c2 100644 --- a/R/class-PrevalencePlot.R +++ b/R/class-PrevalencePlot.R @@ -1,7 +1,7 @@ #' Prevalence plot #' #' Prevalence plot of all or agglomerated features in a -#' \code{\link[SummarizedExperiment:SummarizedExperiment-constructor]{SummarizedExperiment}} +#' \code{\link[SummarizedExperiment:SummarizedExperiment-class]{SummarizedExperiment}} #' object. The panel implements \code{\link[miaViz:plotAbundance]{plotPrevalence}} #' to generate the plot. #' diff --git a/man/PrevalencePlot.Rd b/man/PrevalencePlot.Rd index 5d7f8b8..91e602f 100644 --- a/man/PrevalencePlot.Rd +++ b/man/PrevalencePlot.Rd @@ -12,7 +12,7 @@ PrevalencePlot class, where any slot and its value can be passed to } \description{ Prevalence plot of all or agglomerated features in a -\code{\link[SummarizedExperiment:SummarizedExperiment-constructor]{SummarizedExperiment}} +\code{\link[SummarizedExperiment:SummarizedExperiment-class]{SummarizedExperiment}} object. The panel implements \code{\link[miaViz:plotAbundance]{plotPrevalence}} to generate the plot. } diff --git a/tests/testthat/test-RDAPlot.R b/tests/testthat/test-RDAPlot.R index b062a31..ed0aa76 100644 --- a/tests/testthat/test-RDAPlot.R +++ b/tests/testthat/test-RDAPlot.R @@ -10,7 +10,7 @@ test_that("RDAPlot", { tse <- enterotype panel <- RDAPlot() - tse <- mia::runRDA(tse, + tse <- mia::runRDA(tse, assay.type = "counts", formula = assay ~ ClinicalStatus + Gender + Age, na.action = na.exclude)