From 637c3ceaf4c22f151c1bede931b75c61f33b6ad8 Mon Sep 17 00:00:00 2001 From: salzcamino Date: Tue, 19 Mar 2024 12:38:58 -0400 Subject: [PATCH 01/14] Fix reportCellQC bug in SoupX bg plotting --- inst/rmarkdown/qc/CellQC.Rmd | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/inst/rmarkdown/qc/CellQC.Rmd b/inst/rmarkdown/qc/CellQC.Rmd index 2378b5288..501c3c7a6 100644 --- a/inst/rmarkdown/qc/CellQC.Rmd +++ b/inst/rmarkdown/qc/CellQC.Rmd @@ -119,7 +119,7 @@ if (is.null(reducedDimName)) { } -### when 'sample' doesnn't exists in colData +### when 'sample' doesn't exists in colData if (is.null(samples)) { samples <- "sample" } ``` @@ -1242,7 +1242,7 @@ if (skipSoupX_bg) { cat(paste0('## ', i, ' \n')) plotSoupX_bg <- tryCatch( {plotSoupXResults(inSCE = sce.qc, - soupXSample, + sceSample, combinePlot = "none", background = TRUE)}, error = function(e) { @@ -1278,7 +1278,7 @@ for (sample in samples){ cat("#### Soup Fractions {.tabset .tabset-fade} \n\n") - for (marker in names(plotSoupX$Sample[[sample]])[-1]) { + for (marker in names(plotSoupX_bg$Sample[[sample]])[-1]) { cat(paste0("##### ", marker, " {.tabset .tabset-fade} \n\n")) plot(plotSoupX_bg$Sample[[sample]][[marker]]) cat("\n\n") From 55a065dbbafe90ba1a68dc56486fcf933ef85ef2 Mon Sep 17 00:00:00 2001 From: salzcamino Date: Sun, 28 Apr 2024 16:48:03 -0400 Subject: [PATCH 02/14] seurat report fixes --- R/seuratFunctions.R | 2 +- inst/rmarkdown/seurat/reportSeuratClustering.Rmd | 4 ++-- inst/rmarkdown/seurat/reportSeuratDimRed.Rmd | 8 ++++---- inst/rmarkdown/seurat/reportSeuratFeatureSelection.Rmd | 4 ++-- 4 files changed, 9 insertions(+), 9 deletions(-) diff --git a/R/seuratFunctions.R b/R/seuratFunctions.R index 984541428..1811de852 100644 --- a/R/seuratFunctions.R +++ b/R/seuratFunctions.R @@ -783,7 +783,7 @@ plotSeuratReduction <- if (!is.null(seuratObject@meta.data$seurat_clusters)) { Seurat::Idents(seuratObject) <- seuratObject@meta.data$seurat_clusters - seuratObject@meta.data <- data.frame() + #seuratObject@meta.data <- data.frame() } } diff --git a/inst/rmarkdown/seurat/reportSeuratClustering.Rmd b/inst/rmarkdown/seurat/reportSeuratClustering.Rmd index 271132a64..2b1f6daaf 100644 --- a/inst/rmarkdown/seurat/reportSeuratClustering.Rmd +++ b/inst/rmarkdown/seurat/reportSeuratClustering.Rmd @@ -91,7 +91,7 @@ if(!showClusterDesc){ } ``` -```{r, results='asis', warning=FALSE, message=FALSE, eval = !(plotTSNE && !is.null(metadata(data)$seurat$obj@reductions$tsne))} +```{r, results='asis', warning=FALSE, message=FALSE, eval = !(plotTSNE && !is.null(metadata(data)$seurat$obj$reductions$tsne))} data <- runSeuratTSNE(data, useReduction = "pca", dims = significant_PC) ``` @@ -127,7 +127,7 @@ for(i in 1:(((maxResolution-minResolution)*10)+1)){ } ``` -```{r, results='asis', warning=FALSE, message=FALSE, eval = !(plotUMAP && !is.null(metadata(data)$seurat$obj@reductions$umap))} +```{r, results='asis', warning=FALSE, message=FALSE, eval = !(plotUMAP && !is.null(metadata(data)$seurat$obj$reductions$umap))} data <- runSeuratUMAP(data, useReduction = "pca", dims = significant_PC) ``` diff --git a/inst/rmarkdown/seurat/reportSeuratDimRed.Rmd b/inst/rmarkdown/seurat/reportSeuratDimRed.Rmd index 84846b579..066922849 100644 --- a/inst/rmarkdown/seurat/reportSeuratDimRed.Rmd +++ b/inst/rmarkdown/seurat/reportSeuratDimRed.Rmd @@ -58,7 +58,7 @@ cat(headingDR, " PCA {.tabset .tabset-fade}\n\n") To reduce the adverse effects of the inherent technical noise in single-cell data on downstream clustering, reduced dimensions are computed where each dimension represents a set of correlated features. However, an important task is to select the number of components that should be utilized by the downstream methods. To select the number of principal components that should be used in the downstream analysis, JackStraw and Elbow plot provide convenience in the selection of the significant components that contain most of the variability. -```{r, results='asis', warning=FALSE, eval = !(runDimRed && !is.null(metadata(data)$seurat$obj@reductions$pca)) || forceRun} +```{r, results='asis', warning=FALSE, eval = !(runDimRed && !is.null(metadata(data)$seurat$obj$reductions$pca)) || forceRun} pcaParams <- list( inSCE = data, nPCs = pc.count, @@ -94,8 +94,8 @@ ElbowPlot ``` ```{r, echo=FALSE, warning=FALSE, eval= plotJackStraw} -if(!is.null(metadata(data)$seurat$obj@reductions$pca@jackstraw)){ - PC_Matrix <- metadata(data)$seurat$obj@reductions$pca@jackstraw@overall.p.values +if(!is.null(metadata(data)$seurat$obj$reductions$pca@jackstraw)){ + PC_Matrix <- metadata(data)$seurat$obj$reductions$pca@jackstraw$overall.p.values significant_PC <- which.min(PC_Matrix[,2] < 0.01) - 1 if (!exists("significant_PC") || significant_PC == 0){ @@ -129,7 +129,7 @@ JackStrawPlot PC.separated.height <- 3.5 * ceiling(pc.count/3) ``` -```{r, echo=FALSE, include=TRUE, eval = !(runDimRed && !is.null(metadata(data)$seurat$obj@reductions$pca))} +```{r, echo=FALSE, include=TRUE, eval = !(runDimRed && !is.null(metadata(data)$seurat$obj$reductions$pca))} pcaParams$inSCE <- NULL pcaParams$significant_PC <- significant_PC metadata(data)$seurat$sctk$report$pcaParams <- pcaParams diff --git a/inst/rmarkdown/seurat/reportSeuratFeatureSelection.Rmd b/inst/rmarkdown/seurat/reportSeuratFeatureSelection.Rmd index d9c116c84..13f2816c8 100644 --- a/inst/rmarkdown/seurat/reportSeuratFeatureSelection.Rmd +++ b/inst/rmarkdown/seurat/reportSeuratFeatureSelection.Rmd @@ -54,7 +54,7 @@ cat(headingFS, " Feature Selection {}\n\n") Generally, a subset of features may represent the biological variation in the overall data and to better capture this true biological signal, it is recommended to identify this subset of features that often exhibit high cell-to-cell variation and use it in the downstream analysis instead of the full set of features. For this purpose, Seurat models the mean-to-variance relationship of the expression data by first computing *log of mean* and *log of variance* using *loess* and then standardizes the values using observed mean and expected variance. The overall variance of each feature is computed from the standardized values by clipping to a maximum value and ordering the features in the order of their variance. Lastly, top genes (by default *2000*) are selected as the top most variable features that represent the highest biological variability and used in the downstream methods. -```{r, results='asis', warning=FALSE, message=FALSE, eval = !((runHVG && length(metadata(data)$seurat$obj@assays$RNA@var.features) > 0)) || forceRun} +```{r, results='asis', warning=FALSE, message=FALSE, eval = !((runHVG && length(metadata(data)$seurat$obj$RNA$var.features) > 0)) || forceRun} hvgParams <- list( inSCE = data, method = "vst", @@ -76,7 +76,7 @@ Labeled_Variable_data <- plotSeuratHVG(inSCE = data, labelPoints = 10) Labeled_Variable_data ``` -```{r, echo=FALSE, warning=FALSE, message=FALSE, include=FALSE, eval=!(runHVG && length(metadata(data)$seurat$obj@assays$RNA@var.features) > 0)} +```{r, echo=FALSE, warning=FALSE, message=FALSE, include=FALSE, eval=!(runHVG && length(metadata(data)$seurat$obj$RNA$var.features) > 0)} hvgParams$inSCE <- NULL hvgParams$labelPoints <- 10 hvgParams$totalFeatures <- variable.features From b8d8140e5f25b2bf4695de0c923b56d2307686a4 Mon Sep 17 00:00:00 2001 From: salzcamino Date: Tue, 30 Apr 2024 11:11:18 -0400 Subject: [PATCH 03/14] fix seurat report plots with separated samples --- inst/rmarkdown/seurat/reportSeuratClustering.Rmd | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/inst/rmarkdown/seurat/reportSeuratClustering.Rmd b/inst/rmarkdown/seurat/reportSeuratClustering.Rmd index 2b1f6daaf..69741f012 100644 --- a/inst/rmarkdown/seurat/reportSeuratClustering.Rmd +++ b/inst/rmarkdown/seurat/reportSeuratClustering.Rmd @@ -104,7 +104,6 @@ for(i in 1:(((maxResolution-minResolution)*10)+1)){ cat(headingRES, " RES ", j, " {.tabset -} \n\n") cat(headingClust," Clusters {-} \n\n") p <- plotSeuratReduction(data, useReduction = "tsne", groupBy = paste0("Seurat_louvain_Resolution", j), showLegend = TRUE) - j <- j + 0.1 print(p) cat("\n\n") @@ -114,9 +113,10 @@ for(i in 1:(((maxResolution-minResolution)*10)+1)){ cat("\n\n") cat(headingClust," Samples separated {-} \n\n") - p <- plotSeuratReduction(data, useReduction = "tsne", splitBy = biological.group, showLegend = TRUE) + p <- plotSeuratReduction(data, useReduction = "tsne", groupBy = paste0("Seurat_louvain_Resolution", j), splitBy = biological.group, showLegend = TRUE) print(p) cat("\n\n") + j <- j + 0.1 if(!is.null(phenotype.groups)){ cat(headingClust," Phenotype variable:", phenotype.groups," {-} \n\n") @@ -140,7 +140,6 @@ for(i in 1:(((maxResolution-minResolution)*10)+1)){ cat(headingRES, " RES ", j, " {.tabset -} \n\n") cat(headingClust," Clusters {-} \n\n") p <- plotSeuratReduction(data, useReduction = "umap", groupBy = paste0("Seurat_louvain_Resolution", j), showLegend = TRUE) - j <- j + 0.1 print(p) @@ -151,9 +150,10 @@ for(i in 1:(((maxResolution-minResolution)*10)+1)){ cat("\n\n") cat(headingClust," Samples separated {-} \n\n") - p <- plotSeuratReduction(data, useReduction = "umap", splitBy = biological.group, showLegend = TRUE) + p <- plotSeuratReduction(data, useReduction = "umap", groupBy = paste0("Seurat_louvain_Resolution", j), splitBy = biological.group, showLegend = TRUE) print(p) cat("\n\n") + j <- j + 0.1 if(!is.null(phenotype.groups)){ cat(headingClust," Phenotype variable:", phenotype.groups," {-} \n\n") From b0d3912de8ca011452ed100fdd0ca2839f9c25d2 Mon Sep 17 00:00:00 2001 From: Ming Liu Date: Tue, 28 May 2024 13:23:50 -0400 Subject: [PATCH 04/14] seurat bug fix in progress --- R/seuratFunctions.R | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/R/seuratFunctions.R b/R/seuratFunctions.R index 1811de852..32ba33545 100644 --- a/R/seuratFunctions.R +++ b/R/seuratFunctions.R @@ -1560,8 +1560,10 @@ convertSCEToSeurat <- inSCE@metadata$seurat$obj$reductions$pca } if (!is.null(inSCE@metadata$seurat$obj$RNA$meta.features)) { - seuratObject@assays$RNA@meta.data <- - inSCE@metadata$seurat$obj$RNA$meta.features + #seuratObject@assays$RNA@meta.data <- + #inSCE@metadata$seurat$obj$RNA$meta.features + seuratObject <- + SeuratObject::AddMetaData(seuratObject, inSCE@metadata$seurat$obj$RNA$meta.features) } if (!is.null(inSCE@metadata$seurat$obj$reductions$ica)) { seuratObject@reductions$ica <- @@ -1613,7 +1615,9 @@ convertSCEToSeurat <- inSCE@metadata$seurat$obj@reductions$umap } if (!is.null(inSCE@metadata$seurat$obj@meta.data)) { - seuratObject@meta.data <- inSCE@metadata$seurat$obj@meta.data[match(colnames(seuratObject), rownames(inSCE@metadata$seurat$obj@meta.data)),] + #seuratObject@meta.data <- inSCE@metadata$seurat$obj@meta.data[match(colnames(seuratObject), rownames(inSCE@metadata$seurat$obj@meta.data)),] + seuratObject <- + SeuratObject::AddMetaData(seuratObject, inSCE@metadata$seurat$obj$meta.data[match(colnames(seuratObject), rownames(inSCE@metadata$seurat$obj$meta.data)),]) } if (!is.null(inSCE@metadata$seurat$obj@commands)) { seuratObject@commands <- inSCE@metadata$seurat$obj@commands From d6c4f2921481409ebd9afa374db7f5cf466a7361 Mon Sep 17 00:00:00 2001 From: Natasha Gurevich Date: Fri, 16 Aug 2024 15:17:33 -0400 Subject: [PATCH 05/14] Violin plotting for multiple modules --- DESCRIPTION | 3 ++- R/dropletUtils_emptyDrops.R | 2 +- R/ggPlotting.R | 28 ++++++++++++++++++++++------ R/miscFunctions.R | 8 ++++---- R/plotBubble.R | 2 +- R/runBatchCorrection.R | 2 +- R/runClusterSummaryMetrics.R | 2 +- man/dedupRowNames.Rd | 8 ++++---- man/plotBubble.Rd | 2 +- man/plotSCEViolin.Rd | 6 +++--- man/runClusterSummaryMetrics.Rd | 2 +- man/runEmptyDrops.Rd | 2 +- man/runSCMerge.Rd | 2 +- 13 files changed, 43 insertions(+), 26 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 8a39a7942..caf8f6c0d 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -118,7 +118,8 @@ Imports: scuttle, utils, stats, - zellkonverter + zellkonverter, + tidyr RoxygenNote: 7.3.1 Suggests: testthat, diff --git a/R/dropletUtils_emptyDrops.R b/R/dropletUtils_emptyDrops.R index e774dcb53..3a020868b 100644 --- a/R/dropletUtils_emptyDrops.R +++ b/R/dropletUtils_emptyDrops.R @@ -26,7 +26,7 @@ #' @title Identify empty droplets using \link[DropletUtils]{emptyDrops}. #' @description Run \link[DropletUtils]{emptyDrops} on the count matrix in the -#' provided \\linkS4class{SingleCellExperiment} object. +#' provided \linkS4class{SingleCellExperiment} object. #' Distinguish between droplets containing cells and ambient RNA in a #' droplet-based single-cell RNA sequencing experiment. #' @param inSCE A \linkS4class{SingleCellExperiment} object. Must contain a raw diff --git a/R/ggPlotting.R b/R/ggPlotting.R index a2e9afb3c..4b327d3a7 100644 --- a/R/ggPlotting.R +++ b/R/ggPlotting.R @@ -852,11 +852,19 @@ plotSCEScatter <- function(inSCE, vcolor = "red", vsize = 1, vlinetype = 1) { + + mult_modules <- FALSE + if (is.null(groupBy)) { - groupBy <- rep("Sample", length(y)) + if (length(colnames(y)) > 1){ + mult_modules <- TRUE + groupBy <- rep(colnames(y), each = dim(y)[1]) + y <- tidyr::pivot_longer(as.data.frame(y), cols = 1:dim(y)[2], cols_vary = "slowest")$value# + }else{ + groupBy <- rep("Sample", length(y)) + } } - if(!is.factor(groupBy)){ if(is.null(plotOrder)){ plotOrder = unique(groupBy) @@ -920,6 +928,10 @@ plotSCEScatter <- function(inSCE, axis.title.x = ggplot2::element_blank()) } + if (mult_modules){ + p <- p + xlab("Modules") + } + if (gridLine == TRUE){ p <- p + ggplot2::theme(panel.grid.major.y = ggplot2::element_line("grey")) } @@ -1417,9 +1429,9 @@ plotSCEViolinAssayData <- function(inSCE, #' @param feature Desired name of feature stored in assay of SingleCellExperiment #' object. Only used when "assays" slotName is selected. Default NULL. #' @param sample Character vector. Indicates which sample each cell belongs to. -#' @param dimension Desired dimension stored in the specified reducedDims. -#' Either an integer which indicates the column or a character vector specifies -#' column name. By default, the 1st dimension/column will be used. +#' @param dimension Desired dimension(s) stored in the specified reducedDims. +#' Either an integer which indicates the column(s) or a character vector specifies +#' column name(s). By default, the 1st dimension/column will be used. #' Only used when "reducedDims" slotName is selected. Default NULL. #' @param groupBy Groupings for each numeric value. A user may input a vector #' equal length to the number of the samples in the SingleCellExperiment @@ -1568,7 +1580,11 @@ plotSCEViolin <- function(inSCE, samples <- unique(sample) plotlist <- lapply(samples, function(x) { sampleInd <- which(sample == x) - countSub <- counts[sampleInd] + if (length(colnames(counts)) > 1){ + countSub <- counts[sampleInd,] + }else{ + countSub <- counts[sampleInd] + } if(!is.null(groupBy)){ groupbySub <- groupBy[sampleInd] }else{ diff --git a/R/miscFunctions.R b/R/miscFunctions.R index 3e3ca09f1..8826b52d7 100644 --- a/R/miscFunctions.R +++ b/R/miscFunctions.R @@ -191,18 +191,18 @@ discreteColorPalette <- function(n, palette = c("random", "ggplot", "celda"), #' Adds '-1', '-2', ... '-i' to multiple duplicated rownames, and in place #' replace the unique rownames, store unique rownames in \code{rowData}, or #' return the unique rownames as character vecetor. -#' @param x A matrix like or /linkS4class{SingleCellExperiment} object, on which +#' @param x A matrix like or \linkS4class{SingleCellExperiment} object, on which #' we can apply \code{rownames()} to and has duplicated rownames. #' @param as.rowData Only applicable when \code{x} is a -#' /linkS4class{SingleCellExperiment} object. When set to \code{TRUE}, will +#' \linkS4class{SingleCellExperiment} object. When set to \code{TRUE}, will #' insert a new column called \code{"rownames.uniq"} to \code{rowData(x)}, with #' the deduplicated rownames. #' @param return.list When set to \code{TRUE}, will return a character vector #' of the deduplicated rownames. #' @export -#' @return By default, a matrix or /linkS4class{SingleCellExperiment} object +#' @return By default, a matrix or \linkS4class{SingleCellExperiment} object #' with rownames deduplicated. -#' When \code{x} is a /linkS4class{SingleCellExperiment} and \code{as.rowData} +#' When \code{x} is a \linkS4class{SingleCellExperiment} and \code{as.rowData} #' is set to \code{TRUE}, will return \code{x} with \code{rowData} updated. #' When \code{return.list} is set to \code{TRUE}, will return a character vector #' with the deduplicated rownames. diff --git a/R/plotBubble.R b/R/plotBubble.R index 242eda3ff..44dc7f625 100644 --- a/R/plotBubble.R +++ b/R/plotBubble.R @@ -12,7 +12,7 @@ #' @param ylab The y-axis label #' @param colorLow The color to be used for lowest value of mean expression #' @param colorHigh The color to be used for highest value of mean expression -#' @param scale Option to scale the data. Default: /code{FALSE}. Selected assay will not be scaled. +#' @param scale Option to scale the data. Default: \code{FALSE}. Selected assay will not be scaled. #' @return A ggplot of the bubble plot. #' @importFrom rlang .data #' @importFrom reshape2 melt diff --git a/R/runBatchCorrection.R b/R/runBatchCorrection.R index f782e283b..bf6328bbf 100644 --- a/R/runBatchCorrection.R +++ b/R/runBatchCorrection.R @@ -670,7 +670,7 @@ integrated = integrated[:, orderIdx] #' variable genes identification. Default \code{"counts"}. #' @param kmeansK An integer vector. Indicating the kmeans' K-value for each #' batch (i.e. how many subclusters in each batch should exist), in order to -#' construct pseudo-replicates. The length of code{kmeansK} needs to be the same +#' construct pseudo-replicates. The length of \code{kmeansK} needs to be the same #' as the number of batches. Default \code{NULL}, and this value will be #' auto-detected by default, depending on \code{cellType}. #' @param cellType A single character. A string indicating a field in diff --git a/R/runClusterSummaryMetrics.R b/R/runClusterSummaryMetrics.R index 5cbb9c062..a57567d2f 100644 --- a/R/runClusterSummaryMetrics.R +++ b/R/runClusterSummaryMetrics.R @@ -7,7 +7,7 @@ #' @param featureNames A string or vector of strings with each gene to aggregate. #' @param displayName A string that is the name of the column used for genes. #' @param groupNames The name of a colData entry that can be used as groupNames. -#' @param scale Option to scale the data. Default: /code{FALSE}. Selected assay will not be scaled. +#' @param scale Option to scale the data. Default: \code{FALSE}. Selected assay will not be scaled. #' @return A dataframe with mean expression and percent of cells in cluster that #' express for each cluster. #' @examples diff --git a/man/dedupRowNames.Rd b/man/dedupRowNames.Rd index 38e358985..3e4997e20 100644 --- a/man/dedupRowNames.Rd +++ b/man/dedupRowNames.Rd @@ -7,11 +7,11 @@ dedupRowNames(x, as.rowData = FALSE, return.list = FALSE) } \arguments{ -\item{x}{A matrix like or /linkS4class{SingleCellExperiment} object, on which +\item{x}{A matrix like or \linkS4class{SingleCellExperiment} object, on which we can apply \code{rownames()} to and has duplicated rownames.} \item{as.rowData}{Only applicable when \code{x} is a -/linkS4class{SingleCellExperiment} object. When set to \code{TRUE}, will +\linkS4class{SingleCellExperiment} object. When set to \code{TRUE}, will insert a new column called \code{"rownames.uniq"} to \code{rowData(x)}, with the deduplicated rownames.} @@ -19,9 +19,9 @@ the deduplicated rownames.} of the deduplicated rownames.} } \value{ -By default, a matrix or /linkS4class{SingleCellExperiment} object +By default, a matrix or \linkS4class{SingleCellExperiment} object with rownames deduplicated. -When \code{x} is a /linkS4class{SingleCellExperiment} and \code{as.rowData} +When \code{x} is a \linkS4class{SingleCellExperiment} and \code{as.rowData} is set to \code{TRUE}, will return \code{x} with \code{rowData} updated. When \code{return.list} is set to \code{TRUE}, will return a character vector with the deduplicated rownames. diff --git a/man/plotBubble.Rd b/man/plotBubble.Rd index 7d2d3caf7..70ef5cf5b 100644 --- a/man/plotBubble.Rd +++ b/man/plotBubble.Rd @@ -39,7 +39,7 @@ plotBubble( \item{colorHigh}{The color to be used for highest value of mean expression} -\item{scale}{Option to scale the data. Default: /code{FALSE}. Selected assay will not be scaled.} +\item{scale}{Option to scale the data. Default: \code{FALSE}. Selected assay will not be scaled.} } \value{ A ggplot of the bubble plot. diff --git a/man/plotSCEViolin.Rd b/man/plotSCEViolin.Rd index d717a2dd2..402470a63 100644 --- a/man/plotSCEViolin.Rd +++ b/man/plotSCEViolin.Rd @@ -53,9 +53,9 @@ object. Only used when "assays" slotName is selected. Default NULL.} \item{sample}{Character vector. Indicates which sample each cell belongs to.} -\item{dimension}{Desired dimension stored in the specified reducedDims. -Either an integer which indicates the column or a character vector specifies -column name. By default, the 1st dimension/column will be used. +\item{dimension}{Desired dimension(s) stored in the specified reducedDims. +Either an integer which indicates the column(s) or a character vector specifies +column name(s). By default, the 1st dimension/column will be used. Only used when "reducedDims" slotName is selected. Default NULL.} \item{groupBy}{Groupings for each numeric value. A user may input a vector diff --git a/man/runClusterSummaryMetrics.Rd b/man/runClusterSummaryMetrics.Rd index f9ffd75f8..1aa297bc2 100644 --- a/man/runClusterSummaryMetrics.Rd +++ b/man/runClusterSummaryMetrics.Rd @@ -24,7 +24,7 @@ runClusterSummaryMetrics( \item{groupNames}{The name of a colData entry that can be used as groupNames.} -\item{scale}{Option to scale the data. Default: /code{FALSE}. Selected assay will not be scaled.} +\item{scale}{Option to scale the data. Default: \code{FALSE}. Selected assay will not be scaled.} } \value{ A dataframe with mean expression and percent of cells in cluster that diff --git a/man/runEmptyDrops.Rd b/man/runEmptyDrops.Rd index f707f108e..a8aca5323 100644 --- a/man/runEmptyDrops.Rd +++ b/man/runEmptyDrops.Rd @@ -63,7 +63,7 @@ details. } \description{ Run \link[DropletUtils]{emptyDrops} on the count matrix in the -provided \\linkS4class{SingleCellExperiment} object. +provided \linkS4class{SingleCellExperiment} object. Distinguish between droplets containing cells and ambient RNA in a droplet-based single-cell RNA sequencing experiment. } diff --git a/man/runSCMerge.Rd b/man/runSCMerge.Rd index 598889ea7..02e819409 100644 --- a/man/runSCMerge.Rd +++ b/man/runSCMerge.Rd @@ -41,7 +41,7 @@ mouse SEG lists is available with \code{\link[scMerge]{segList}} or \item{kmeansK}{An integer vector. Indicating the kmeans' K-value for each batch (i.e. how many subclusters in each batch should exist), in order to -construct pseudo-replicates. The length of code{kmeansK} needs to be the same +construct pseudo-replicates. The length of \code{kmeansK} needs to be the same as the number of batches. Default \code{NULL}, and this value will be auto-detected by default, depending on \code{cellType}.} From 81a5377f21c98d0d064642bfa55c27ef58df4f6a Mon Sep 17 00:00:00 2001 From: Ming Liu Date: Tue, 20 Aug 2024 16:28:16 -0400 Subject: [PATCH 06/14] fixed Seurat workflow for webapp --- .dockerignore | 7 + R/seuratFunctions.R | 143 +++++++++++------- inst/shiny/server.R | 343 +++++++++++++++++++++++--------------------- 3 files changed, 278 insertions(+), 215 deletions(-) create mode 100644 .dockerignore diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 000000000..c3f688afa --- /dev/null +++ b/.dockerignore @@ -0,0 +1,7 @@ +.RData +.Rhistory +.git +.gitignore +manifest.json +rsconnect/ +.Rproj.user \ No newline at end of file diff --git a/R/seuratFunctions.R b/R/seuratFunctions.R index 32ba33545..3cf3f565b 100644 --- a/R/seuratFunctions.R +++ b/R/seuratFunctions.R @@ -30,6 +30,16 @@ return(componentNames) } +#' .getSeuratObject +#' Retrieves the Seurat object stored in the input SCE, if exists +#' @param inSCE (sce) object containing the Seurat data, located +#' in inSCE\@\metadata$seurat$obj +#' @return the Seurat object if it exists +#' @noRd +.getSeuratObject <- function(inSCE) { + return(metadata(inSCE)$seurat$obj) +} + #' .addSeuratToMetaDataSCE #' Adds the input seurat object to the metadata slot of the input sce object #' (after removing the data matrices) @@ -44,25 +54,38 @@ seurat.version <- .getSeuratObjectMajorVersion(seuratObject) if(seurat.version >= 5.0){ - inSCE@metadata$seurat$obj$RNA$"var.features" <- - Seurat::VariableFeatures(object = seuratObject) - # Determine if slot is called "meta.data" or "meta.features - if("meta.data" %in% methods::slotNames(inSCE@metadata$seurat$obj$RNA)) { - inSCE@metadata$seurat$obj$RNA$meta.features <- seuratObject@assays$RNA@meta.data - } else if ("meta.features" %in% methods::slotNames(inSCE@metadata$seurat$obj$RNA)) { - inSCE@metadata$seurat$obj$RNA$meta.features <- seuratObject@assays$RNA@meta.features - } + seuratObject@assays$RNA@layers$counts <- methods::new("dgCMatrix") + seuratObject@assays$RNA@layers$data <- methods::new("dgCMatrix") + seuratObject@assays$RNA@layers$scale.data <- methods::new("dgCMatrix") + inSCE@metadata$seurat$obj <- seuratObject + + # add var features if exists + #if (!is.null(Seurat::VariableFeatures(seuratObject)) && length(Seurat::VariableFeatures(seuratObject)) > 0) { + # inSCE@metadata$seurat$obj@assays$RNA$"var.features" <- + # Seurat::VariableFeatures(object = seuratObject) + #} + + #inSCE@metadata$seurat$obj@assays$RNA@layers$counts <- methods::new("dgCMatrix") + #inSCE@metadata$seurat$obj@assays$RNA@layers$data <- methods::new("dgCMatrix") + #inSCE@metadata$seurat$obj@assays$RNA@layers$scale.data <- matrix() - inSCE@metadata$seurat$obj$meta.data <- seuratObject@meta.data + # Determine if slot is called "meta.data" or "meta.features" + if("meta.data" %in% methods::slotNames(seuratObject@assays$RNA)) { + inSCE@metadata$seurat$obj@assays$RNA@meta.data <- seuratObject@assays$RNA@meta.data + } else if ("meta.features" %in% methods::slotNames(seuratObject@assays$RNA)) { + inSCE@metadata$seurat$obj@assays$RNA@meta.features <- seuratObject@assays$RNA@meta.features + } - inSCE@metadata$seurat$obj$commands <- seuratObject@commands + inSCE@metadata$seurat$obj@meta.data <- seuratObject@meta.data - inSCE@metadata$seurat$obj$reductions$pca <- seuratObject@reductions$pca - inSCE@metadata$seurat$obj$reductions$ica <- seuratObject@reductions$ica - inSCE@metadata$seurat$obj$reductions$tsne <- seuratObject@reductions$tsne - inSCE@metadata$seurat$obj$reductions$umap <- seuratObject@reductions$umap + inSCE@metadata$seurat$obj@commands <- seuratObject@commands + inSCE@metadata$seurat$obj@reductions$pca <- seuratObject@reductions$pca + inSCE@metadata$seurat$obj@reductions$ica <- seuratObject@reductions$ica + inSCE@metadata$seurat$obj@reductions$tsne <- seuratObject@reductions$tsne + inSCE@metadata$seurat$obj@reductions$umap <- seuratObject@reductions$umap + } else{ seuratObject@assays$RNA@counts <- methods::new("dgCMatrix") @@ -541,6 +564,7 @@ runSeuratICA <- verbose = FALSE) { params <- as.list(environment()) params$inSCE <- NULL + if (!isTRUE(scale)) { # If not doing a scaling, put useAssay as scaled as RunPCA need it seuratObject <- @@ -618,7 +642,6 @@ runSeuratJackStraw <- function(inSCE, externalReduction = NULL) { seuratObject <- convertSCEToSeurat(inSCE, normAssay = useAssay) seuratObject <- Seurat::ScaleData(seuratObject) - if (!is.null(externalReduction)) { #convert (_) to (-) as required by Seurat @@ -1065,13 +1088,16 @@ runSeuratUMAP <- function(inSCE, seurat.version <- .getSeuratObjectMajorVersion(seuratObject) if(seurat.version >= 5.0){ - if (length(seuratObject@assays$RNA@misc$var.features) > 0) { - return(seuratObject@assays$RNA@misc$var.features[seq(numberOfFeatures)]) + if (length(SeuratObject::Features(seuratObject)) > 0) { + return(SeuratObject::Features(seuratObject)[seq(numberOfFeatures)]) } + #if (length(seuratObject@assays$RNA@misc$var.features) > 0) { + # return(seuratObject@assays$RNA@misc$var.features[seq(numberOfFeatures)]) + #} } else{ - if (length(seuratObject@assays$RNA@var.features) > 0) { - return(seuratObject@assays$RNA@var.features[seq(numberOfFeatures)]) + if (length(seuratObject@assays$RNA@meta.data$var.features) > 0) { + return(seuratObject@assays$RNA@meta.data$var.features[seq(numberOfFeatures)]) } } } @@ -1551,48 +1577,57 @@ convertSCEToSeurat <- if(seurat.version >= 5.0){ if (!is.null(inSCE@metadata$seurat$obj)) { - if (length(inSCE@metadata$seurat$obj$RNA$"var.features") > 0) { - seuratObject@assays$RNA@misc$"var.features" <- - inSCE@metadata$seurat$obj$RNA$"var.features" + # what is it looking for here? sequence? idk + + if ((nrow(inSCE@metadata$seurat$obj@assays$RNA) > 0 && ncol(inSCE@metadata$seurat$obj@assays$RNA) > 0) && !is.null(inSCE@metadata$seurat$obj@assays$RNA@meta.data$var.features)) { + seuratObject@assays$RNA@meta.data$var.features <- + inSCE@metadata$seurat$obj@assays$RNA@meta.data$var.features } - if (!is.null(inSCE@metadata$seurat$obj$reductions$pca)) { + + # if no, then set a new matrix to empty + # if (is.null(inSCE@metadata$seurat$obj@assays$RNA@meta.data$var.features)) { + # seuratObject@assays$RNA@meta.data$var.features <- + # data.frame(matrix(NA, nrow = nrow(inSCE@metadata$seurat$obj@assays$RNA), ncol = ncol(inSCE@metadata$seurat$obj@assays$RNA))) + # } + + if (!is.null(inSCE@metadata$seurat$obj@reductions) && !is.null(inSCE@metadata$seurat$obj@reductions$pca)) { seuratObject@reductions$pca <- - inSCE@metadata$seurat$obj$reductions$pca + inSCE@metadata$seurat$obj@reductions$pca } - if (!is.null(inSCE@metadata$seurat$obj$RNA$meta.features)) { - #seuratObject@assays$RNA@meta.data <- - #inSCE@metadata$seurat$obj$RNA$meta.features - seuratObject <- - SeuratObject::AddMetaData(seuratObject, inSCE@metadata$seurat$obj$RNA$meta.features) + if ((nrow(inSCE@metadata$seurat$obj@assays$RNA) > 0 && ncol(inSCE@metadata$seurat$obj@assays$RNA) > 0) && !is.null(inSCE@metadata$seurat$obj@assays$RNA@meta.data)) { + seuratObject@assays$RNA@meta.data <- + inSCE@metadata$seurat$obj@assays$RNA@meta.data + #seuratObject <- + # SeuratObject::AddMetaData(seuratObject, inSCE@metadata$seurat$obj@assays$RNA@meta.data) } - if (!is.null(inSCE@metadata$seurat$obj$reductions$ica)) { + if (!is.null(inSCE@metadata$seurat$obj@reductions$ica)) { seuratObject@reductions$ica <- - inSCE@metadata$seurat$obj$reductions$ica + inSCE@metadata$seurat$obj@reductions$ica } - if (!is.null(inSCE@metadata$seurat$obj$reductions$tsne)) { + if (!is.null(inSCE@metadata$seurat$obj@reductions$tsne)) { seuratObject@reductions$tsne <- - inSCE@metadata$seurat$obj$reductions$tsne + inSCE@metadata$seurat$obj@reductions$tsne } - if (!is.null(inSCE@metadata$seurat$obj$reductions$umap)) { + if (!is.null(inSCE@metadata$seurat$obj@reductions$umap)) { seuratObject@reductions$umap <- - inSCE@metadata$seurat$obj$reductions$umap + inSCE@metadata$seurat$obj@reductions$umap } - if (!is.null(inSCE@metadata$seurat$obj$meta.data)) { + if (!is.null(inSCE@metadata$seurat$obj@meta.data)) { #seuratObject@meta.data <- #inSCE@metadata$seurat$obj$meta.data[match(colnames(seuratObject), rownames(inSCE@metadata$seurat$obj$meta.data)),] seuratObject <- - SeuratObject::AddMetaData(seuratObject, inSCE@metadata$seurat$obj$meta.data[match(colnames(seuratObject), rownames(inSCE@metadata$seurat$obj$meta.data)),]) + SeuratObject::AddMetaData(seuratObject, inSCE@metadata$seurat$obj@meta.data[match(colnames(seuratObject), rownames(inSCE@metadata$seurat$obj@meta.data)),]) } - if (!is.null(inSCE@metadata$seurat$obj$commands)) { - seuratObject@commands <- inSCE@metadata$seurat$obj$commands + if (!is.null(inSCE@metadata$seurat$obj@commands)) { + seuratObject@commands <- inSCE@metadata$seurat$obj@commands } } } else{ if (!is.null(inSCE@metadata$seurat$obj)) { - if (length(inSCE@metadata$seurat$obj@assays$RNA@var.features) > 0) { - seuratObject@assays$RNA@var.features <- - inSCE@metadata$seurat$obj@assays$RNA@var.features + if (length(inSCE@metadata$seurat$obj@assays$RNA@meta.data$var.features) > 0) { + seuratObject@assays$RNA@meta.data$var.features <- + inSCE@metadata$seurat$obj@assays$RNA@meta.data$var.features } if (!is.null(inSCE@metadata$seurat$obj@reductions$pca)) { seuratObject@reductions$pca <- @@ -1628,6 +1663,7 @@ convertSCEToSeurat <- if (!is.null(colData(inSCE)) && copyColData) { seuratObject@meta.data <- cbind(seuratObject@meta.data, colData(inSCE)) + #seuratObject <- SeuratObject::AddMetaData(seuratObject, colData(inSCE)) } # Set additional reducedDims from inSCE object if required @@ -1780,16 +1816,16 @@ runSeuratSCTransform <- function(inSCE, #inSCE@metadata$seurat$heatmap_pca <- NULL } if (PCA) { - inSCE@metadata$seurat$obj$reductions$pca <- NULL + inSCE@metadata$seurat$obj@reductions$pca <- NULL } if (ICA) { - inSCE@metadata$seurat$obj$reductions$ica <- NULL + inSCE@metadata$seurat$obj@reductions$ica <- NULL } if (tSNE) { - inSCE@metadata$seurat$obj$reductions$tsne <- NULL + inSCE@metadata$seurat$obj@reductions$tsne <- NULL } if (UMAP) { - inSCE@metadata$seurat$obj$reductions$umap <- NULL + inSCE@metadata$seurat$obj@reductions$umap <- NULL } if (clusters) { inSCE@metadata$seurat$obj$meta.data$seurat_clusters <- NULL @@ -1797,10 +1833,19 @@ runSeuratSCTransform <- function(inSCE, } if(methods::is(inSCE@metadata$seurat$obj, "Seurat")) { if (varFeatures) { - methods::slot(inSCE@metadata$seurat$obj, "assays")[["RNA"]]@var.features <- - logical() - methods::slot(inSCE@metadata$seurat$obj, "assays")[["RNA"]]@meta.features <- + seurat.version <- .getSeuratObjectMajorVersion(inSCE@metadata$seurat$obj) + if (seurat.version >= 5.0) { + #methods::slot(inSCE@metadata$seurat$obj, "assays")[["RNA"]]@meta.data$var.features <- + # logical() + methods::slot(inSCE@metadata$seurat$obj, "assays")[["RNA"]]@meta.data <- data.frame(row.names = make.unique(gsub("_", "-", rownames(inSCE)))) + } + else { + methods::slot(inSCE@metadata$seurat$obj, "assays")[["RNA"]]@var.features <- + logical() + methods::slot(inSCE@metadata$seurat$obj, "assays")[["RNA"]]@meta.features <- + data.frame(row.names = make.unique(gsub("_", "-", rownames(inSCE)))) + } inSCE@metadata$seurat$heatmap_pca <- NULL } if (PCA) { diff --git a/inst/shiny/server.R b/inst/shiny/server.R index e168e8a38..e4bf4c9d9 100644 --- a/inst/shiny/server.R +++ b/inst/shiny/server.R @@ -7814,11 +7814,12 @@ shinyServer(function(input, output, session) { req(vals$counts) if (!is.null(vals$counts@metadata$seurat$obj)) { if(packageVersion(pkg = "SeuratObject") >= 5.0){ - if (length(vals$counts@metadata$seurat$obj$RNA$"var.features") > 0) { + #if (length(vals$counts@metadata$seurat$obj$RNA$"var.features") > 0) { isolate({ + singleCellTK:::.seuratGetVariableFeatures(vals$counts, input$hvg_no_features_view) }) - } + #} } else{ if (length(slot(vals$counts@metadata$seurat$obj, "assays")[["RNA"]]@var.features) > 0) { @@ -8114,7 +8115,7 @@ shinyServer(function(input, output, session) { { req(vals$counts) if(packageVersion(pkg = "SeuratObject") >= 5.0){ - pathToCluster = vals$counts@metadata$seurat$obj$"reductions"[[input$reduction_clustering_method]] + pathToCluster = vals$counts@metadata$seurat$obj@reductions[[input$reduction_clustering_method]] } else pathToCluster = vals$counts@metadata$seurat$obj@"reductions"[[input$reduction_clustering_method]] @@ -8138,7 +8139,7 @@ shinyServer(function(input, output, session) { message(paste0(date(), " ... Finding Clusters Complete")) if(packageVersion(pkg = "SeuratObject") >= 5.0){ - pathToUMAP = vals$counts@metadata$seurat$obj$"reductions"[["umap"]] + pathToUMAP = vals$counts@metadata$seurat$obj@reductions[["umap"]] } else pathToUMAP = vals$counts@metadata$seurat$obj@"reductions"[["umap"]] @@ -8165,7 +8166,7 @@ shinyServer(function(input, output, session) { } if(packageVersion(pkg = "SeuratObject") >= 5.0){ - pathToTSNE = vals$counts@metadata$seurat$obj$"reductions"[["tsne"]] + pathToTSNE = vals$counts@metadata$seurat$obj@reductions[["tsne"]] } else pathToTSNE = vals$counts@metadata$seurat$obj@"reductions"[["tsne"]] @@ -8193,7 +8194,7 @@ shinyServer(function(input, output, session) { } if(packageVersion(pkg = "SeuratObject") >= 5.0){ - pathToPCA = vals$counts@metadata$seurat$obj$"reductions"[["pca"]] + pathToPCA = vals$counts@metadata$seurat$obj@reductions[["pca"]] } else pathToPCA = vals$counts@metadata$seurat$obj@"reductions"[["pca"]] @@ -8220,7 +8221,7 @@ shinyServer(function(input, output, session) { } if(packageVersion(pkg = "SeuratObject") >= 5.0){ - pathToICA = vals$counts@metadata$seurat$obj$"reductions"[["ica"]] + pathToICA = vals$counts@metadata$seurat$obj@reductions[["ica"]] } else pathToICA = vals$counts@metadata$seurat$obj@"reductions"[["ica"]] @@ -8255,7 +8256,12 @@ shinyServer(function(input, output, session) { shinyjs::enable(selector = "#SeuratUI > div[value='Marker Gene Plots']") #MARKER SETTINGS - geneChoices <- rowData(vals$counts)$Symbol_TENx + + # this doesn't work for the PBMC Seurat data + + #geneChoices <- rowData(vals$counts)$Symbol_TENx + geneChoices <- rownames(vals$counts) + updateSelectizeInput(session, "selectGenesMarkerPlots", choices = geneChoices) @@ -8579,7 +8585,7 @@ shinyServer(function(input, output, session) { groupVariable = input$seuratFindMarkerSelectPhenotype, ncol = 2, combine = TRUE, - useReduction = input$seuratFeatureUseReduction + #useReduction = input$seuratFeatureUseReduction ) }) output$findMarkerDotPlot <- renderPlot({ @@ -8637,7 +8643,7 @@ shinyServer(function(input, output, session) { req(vals$counts) if(packageVersion(pkg = "SeuratObject") >= 5.0){ - pathToTSNE = vals$counts@metadata$seurat$obj$"reductions"[[input$reduction_tsne_method]] + pathToTSNE = vals$counts@metadata$seurat$obj@reductions[[input$reduction_tsne_method]] } else pathToTSNE = vals$counts@metadata$seurat$obj@"reductions"[[input$reduction_tsne_method]] @@ -8694,7 +8700,8 @@ shinyServer(function(input, output, session) { { req(vals$counts) if(packageVersion(pkg = "SeuratObject") >= 5.0){ - pathToUMAP = vals$counts@metadata$seurat$obj$"reductions"[[input$reduction_umap_method]] + #pathToUMAP = vals$counts@metadata$seurat$obj$"reductions"[[input$reduction_umap_method]] + pathToUMAP = vals$counts@metadata$seurat$obj@reductions[[input$reduction_umap_method]] } else pathToUMAP = vals$counts@metadata$seurat$obj@"reductions"[[input$reduction_umap_method]] @@ -8817,178 +8824,182 @@ shinyServer(function(input, output, session) { #Disable Seurat tabs & reset collapse panel tabs - observe({ - if(!is.null(vals$counts)){ - #If data is uploaded in data tab, enable first tab i.e. Normalization tab in Seurat workflow - shinyjs::enable( - selector = "#SeuratUI > div[value='Normalize Data']") - shinyjs::enable( - selector = "#ScanpyUI > div[value='Normalize Data']") - - #Proceed only if sce object has metadata slot - if(!is.null(vals$counts@metadata)){ - if(packageVersion(pkg = "SeuratObject") >= 5.0){ - #Proceed only if sce object has seurat object stored in metadata slot - if(!is.null(vals$counts@metadata$seurat$obj)){ - #If variableFeatures have been removed from sce object, reset HVG tab and reset/lock next tab - if(length(vals$counts@metadata$seurat$obj$RNA$"var.features") <= 0){ - updateCollapse(session = session, "SeuratUI", style = list("Highly Variable Genes" = "primary")) - updateCollapse(session = session, "SeuratUI", style = list("Dimensionality Reduction" = "primary")) - shinyjs::disable(selector = "#SeuratUI > div[value='Dimensionality Reduction']") - } + + # Try deleting this chunk of Seurat code and see if the image still runs + + + # observe({ + # if(!is.null(vals$counts)){ + # #If data is uploaded in data tab, enable first tab i.e. Normalization tab in Seurat workflow + # shinyjs::enable( + # selector = "#SeuratUI > div[value='Normalize Data']") + # shinyjs::enable( + # selector = "#ScanpyUI > div[value='Normalize Data']") + + # #Proceed only if sce object has metadata slot + # if(!is.null(vals$counts@metadata)){ + # if(packageVersion(pkg = "SeuratObject") >= 5.0){ + # #Proceed only if sce object has seurat object stored in metadata slot + # if(!is.null(vals$counts@metadata$seurat$obj)){ + # #If variableFeatures have been removed from sce object, reset HVG tab and reset/lock next tab + # if(length(vals$counts@metadata$seurat$obj$RNA$"var.features") <= 0){ + # updateCollapse(session = session, "SeuratUI", style = list("Highly Variable Genes" = "primary")) + # updateCollapse(session = session, "SeuratUI", style = list("Dimensionality Reduction" = "primary")) + # shinyjs::disable(selector = "#SeuratUI > div[value='Dimensionality Reduction']") + # } - #Proceed if reduction slot is present in seurat object in metadata slot - if("reductions" %in% names(vals$counts@metadata$seurat$obj)){ + # #Proceed if reduction slot is present in seurat object in metadata slot + # if("reductions" %in% names(vals$counts@metadata$seurat$obj)){ - #If PCA and ICA both removed from sce object, reset DR tab and reset/lock next tab - if(is.null(vals$counts@metadata$seurat$obj$reductions$pca) - && is.null(vals$counts@metadata$seurat$obj$reductions$ica)){ - updateCollapse(session = session, "SeuratUI", style = list("Dimensionality Reduction" = "primary")) - updateCollapse(session = session, "SeuratUI", style = list("2D-Embedding" = "primary")) - shinyjs::disable(selector = "#SeuratUI > div[value='2D-Embedding']") - } + # #If PCA and ICA both removed from sce object, reset DR tab and reset/lock next tab + # if(is.null(vals$counts@metadata$seurat$obj@reductions$pca) + # && is.null(vals$counts@metadata$seurat$obj@reductions$ica)){ + # updateCollapse(session = session, "SeuratUI", style = list("Dimensionality Reduction" = "primary")) + # updateCollapse(session = session, "SeuratUI", style = list("2D-Embedding" = "primary")) + # shinyjs::disable(selector = "#SeuratUI > div[value='2D-Embedding']") + # } - #If TSNE and UMAP both removed from sce object, reset 2D-Embedding tab and reset/lock next tab - if(is.null(vals$counts@metadata$seurat$obj$reductions$tsne) - && is.null(vals$counts@metadata$seurat$obj$reductions$umap)){ - updateCollapse(session = session, "SeuratUI", style = list("2D-Embedding" = "primary")) - updateCollapse(session = session, "SeuratUI", style = list("Clustering" = "primary")) - shinyjs::disable(selector = "#SeuratUI > div[value='Clustering']") - } + # #If TSNE and UMAP both removed from sce object, reset 2D-Embedding tab and reset/lock next tab + # if(is.null(vals$counts@metadata$seurat$obj@reductions$tsne) + # && is.null(vals$counts@metadata$seurat$obj@reductions$umap)){ + # updateCollapse(session = session, "SeuratUI", style = list("2D-Embedding" = "primary")) + # updateCollapse(session = session, "SeuratUI", style = list("Clustering" = "primary")) + # shinyjs::disable(selector = "#SeuratUI > div[value='Clustering']") + # } - #If seurat cluster information removed from sce object, reset Clustering tab - if(!"seurat_clusters" %in% names(vals$counts@metadata$seurat$obj$meta.data)){ - updateCollapse(session = session, "SeuratUI", style = list("Clustering" = "primary")) - updateCollapse(session = session, "SeuratUI", style = list("Find Markers" = "primary")) - shinyjs::disable(selector = "#SeuratUI > div[value='Find Markers']") - } - } + # #If seurat cluster information removed from sce object, reset Clustering tab + # if(!"seurat_clusters" %in% names(vals$counts@metadata$seurat$obj@meta.data)){ + # updateCollapse(session = session, "SeuratUI", style = list("Clustering" = "primary")) + # updateCollapse(session = session, "SeuratUI", style = list("Find Markers" = "primary")) + # shinyjs::disable(selector = "#SeuratUI > div[value='Find Markers']") + # } + # } - } + # } - } - else{ - #Proceed only if sce object has seurat object stored in metadata slot - if(!is.null(vals$counts@metadata$seurat$obj)){ - # #If seuratScaledData has been removed from sce object, reset Scale Data tab and reset/lock its next tab - # if(!"seuratScaledData" %in% expDataNames(vals$counts)){ - # updateCollapse(session = session, "SeuratUI", style = list("Scale Data" = "primary")) - # updateCollapse(session = session, "SeuratUI", style = list("Dimensionality Reduction" = "primary")) - # shinyjs::disable(selector = "div[value='Dimensionality Reduction']") - # } + # } + # else{ + # #Proceed only if sce object has seurat object stored in metadata slot + # if(!is.null(vals$counts@metadata$seurat$obj)){ + # # #If seuratScaledData has been removed from sce object, reset Scale Data tab and reset/lock its next tab + # # if(!"seuratScaledData" %in% expDataNames(vals$counts)){ + # # updateCollapse(session = session, "SeuratUI", style = list("Scale Data" = "primary")) + # # updateCollapse(session = session, "SeuratUI", style = list("Dimensionality Reduction" = "primary")) + # # shinyjs::disable(selector = "div[value='Dimensionality Reduction']") + # # } - #If variableFeatures have been removed from sce object, reset HVG tab and reset/lock next tab - if(length(slot(vals$counts@metadata$seurat$obj, "assays")[["RNA"]]@var.features) <= 0){ - updateCollapse(session = session, "SeuratUI", style = list("Highly Variable Genes" = "primary")) - updateCollapse(session = session, "SeuratUI", style = list("Dimensionality Reduction" = "primary")) - shinyjs::disable(selector = "#SeuratUI > div[value='Dimensionality Reduction']") - } + # #If variableFeatures have been removed from sce object, reset HVG tab and reset/lock next tab + # if(length(slot(vals$counts@metadata$seurat$obj, "assays")[["RNA"]]@var.features) <= 0){ + # updateCollapse(session = session, "SeuratUI", style = list("Highly Variable Genes" = "primary")) + # updateCollapse(session = session, "SeuratUI", style = list("Dimensionality Reduction" = "primary")) + # shinyjs::disable(selector = "#SeuratUI > div[value='Dimensionality Reduction']") + # } - #Proceed if reduction slot is present in seurat object in metadata slot - if("reductions" %in% slotNames(vals$counts@metadata$seurat$obj)){ + # #Proceed if reduction slot is present in seurat object in metadata slot + # if("reductions" %in% slotNames(vals$counts@metadata$seurat$obj)){ - #If PCA and ICA both removed from sce object, reset DR tab and reset/lock next tab - if(is.null(slot(vals$counts@metadata$seurat$obj, "reductions")[["pca"]]) - && is.null(slot(vals$counts@metadata$seurat$obj, "reductions")[["ica"]])){ - updateCollapse(session = session, "SeuratUI", style = list("Dimensionality Reduction" = "primary")) - updateCollapse(session = session, "SeuratUI", style = list("2D-Embedding" = "primary")) - shinyjs::disable(selector = "#SeuratUI > div[value='2D-Embedding']") - } + # #If PCA and ICA both removed from sce object, reset DR tab and reset/lock next tab + # if(is.null(slot(vals$counts@metadata$seurat$obj, "reductions")[["pca"]]) + # && is.null(slot(vals$counts@metadata$seurat$obj, "reductions")[["ica"]])){ + # updateCollapse(session = session, "SeuratUI", style = list("Dimensionality Reduction" = "primary")) + # updateCollapse(session = session, "SeuratUI", style = list("2D-Embedding" = "primary")) + # shinyjs::disable(selector = "#SeuratUI > div[value='2D-Embedding']") + # } - #If TSNE and UMAP both removed from sce object, reset 2D-Embedding tab and reset/lock next tab - if(is.null(slot(vals$counts@metadata$seurat$obj, "reductions")[["tsne"]]) - && is.null(slot(vals$counts@metadata$seurat$obj, "reductions")[["umap"]])){ - updateCollapse(session = session, "SeuratUI", style = list("2D-Embedding" = "primary")) - updateCollapse(session = session, "SeuratUI", style = list("Clustering" = "primary")) - shinyjs::disable(selector = "#SeuratUI > div[value='Clustering']") - } + # #If TSNE and UMAP both removed from sce object, reset 2D-Embedding tab and reset/lock next tab + # if(is.null(slot(vals$counts@metadata$seurat$obj, "reductions")[["tsne"]]) + # && is.null(slot(vals$counts@metadata$seurat$obj, "reductions")[["umap"]])){ + # updateCollapse(session = session, "SeuratUI", style = list("2D-Embedding" = "primary")) + # updateCollapse(session = session, "SeuratUI", style = list("Clustering" = "primary")) + # shinyjs::disable(selector = "#SeuratUI > div[value='Clustering']") + # } - #If seurat cluster information removed from sce object, reset Clustering tab - if(!"seurat_clusters" %in% names(vals$counts@metadata$seurat$obj@meta.data)){ - updateCollapse(session = session, "SeuratUI", style = list("Clustering" = "primary")) - updateCollapse(session = session, "SeuratUI", style = list("Find Markers" = "primary")) - shinyjs::disable(selector = "#SeuratUI > div[value='Find Markers']") - } - } + # #If seurat cluster information removed from sce object, reset Clustering tab + # if(!"seurat_clusters" %in% names(vals$counts@metadata$seurat$obj@meta.data)){ + # updateCollapse(session = session, "SeuratUI", style = list("Clustering" = "primary")) + # updateCollapse(session = session, "SeuratUI", style = list("Find Markers" = "primary")) + # shinyjs::disable(selector = "#SeuratUI > div[value='Find Markers']") + # } + # } - } + # } - } + # } - } - } - else{ - #If no data uploaded in data tab, disable all tabs and plots. - - #Disable tabs - shinyjs::disable( - selector = "#SeuratUI > div[value='Normalize Data']") - shinyjs::disable( - selector = "#ScanpyUI > div[value='Normalize Data']") - - shinyjs::disable( - selector = "#SeuratUI > div[value='Highly Variable Genes']") - shinyjs::disable( - selector = "#ScanpyUI > div[value='Highly Variable Genes']") - - shinyjs::disable( - selector = "#SeuratUI > div[value='Scale Data']") - shinyjs::disable( - selector = "#SeuratUI > div[value='Dimensionality Reduction']") - shinyjs::disable( - selector = "#ScanpyUI > div[value='Dimensionality Reduction']") - - shinyjs::disable( - selector = "#SeuratUI > div[value='2D-Embedding']") - shinyjs::disable( - selector = "#ScanpyUI > div[value='2D-Embedding']") - - shinyjs::disable( - selector = "#SeuratUI > div[value='Clustering']") - shinyjs::disable( - selector = "#ScanpyUI > div[value='Clustering']") - - shinyjs::disable( - selector = "#SeuratUI > div[value='Marker Gene Plots']") - - shinyjs::disable( - selector = "#SeuratUI > div[value='Scale Data']") - shinyjs::disable( - selector = "#SeuratUI > div[value='Find Markers']") - shinyjs::disable( - selector = "#ScanpyUI > div[value='Find Markers']") - - - #Disable plots inside PCA subtab - shinyjs::disable( - selector = ".seurat_pca_plots a[data-value='PCA Plot']") - shinyjs::disable( - selector = ".seurat_pca_plots a[data-value='Elbow Plot']") - shinyjs::disable( - selector = ".seurat_pca_plots a[data-value='JackStraw Plot']") - shinyjs::disable( - selector = ".seurat_pca_plots a[data-value='Heatmap Plot']") - - #Disable plots inside ICA subtab - shinyjs::disable( - selector = ".seurat_ica_plots a[data-value='ICA Plot']") - shinyjs::disable( - selector = ".seurat_ica_plots a[data-value='Heatmap Plot']") - - #Disabled plots inside Clustering tab - shinyjs::disable( - selector = ".seurat_clustering_plots a[data-value='PCA Plot']") - shinyjs::disable( - selector = ".seurat_clustering_plots a[data-value='ICA Plot']") - shinyjs::disable( - selector = ".seurat_clustering_plots a[data-value='tSNE Plot']") - shinyjs::disable( - selector = ".seurat_clustering_plots a[data-value='UMAP Plot']") - } - }) + # } + # } + # else{ + # #If no data uploaded in data tab, disable all tabs and plots. + + # #Disable tabs + # shinyjs::disable( + # selector = "#SeuratUI > div[value='Normalize Data']") + # shinyjs::disable( + # selector = "#ScanpyUI > div[value='Normalize Data']") + + # shinyjs::disable( + # selector = "#SeuratUI > div[value='Highly Variable Genes']") + # shinyjs::disable( + # selector = "#ScanpyUI > div[value='Highly Variable Genes']") + + # shinyjs::disable( + # selector = "#SeuratUI > div[value='Scale Data']") + # shinyjs::disable( + # selector = "#SeuratUI > div[value='Dimensionality Reduction']") + # shinyjs::disable( + # selector = "#ScanpyUI > div[value='Dimensionality Reduction']") + + # shinyjs::disable( + # selector = "#SeuratUI > div[value='2D-Embedding']") + # shinyjs::disable( + # selector = "#ScanpyUI > div[value='2D-Embedding']") + + # shinyjs::disable( + # selector = "#SeuratUI > div[value='Clustering']") + # shinyjs::disable( + # selector = "#ScanpyUI > div[value='Clustering']") + + # shinyjs::disable( + # selector = "#SeuratUI > div[value='Marker Gene Plots']") + + # shinyjs::disable( + # selector = "#SeuratUI > div[value='Scale Data']") + # shinyjs::disable( + # selector = "#SeuratUI > div[value='Find Markers']") + # shinyjs::disable( + # selector = "#ScanpyUI > div[value='Find Markers']") + + + # #Disable plots inside PCA subtab + # shinyjs::disable( + # selector = ".seurat_pca_plots a[data-value='PCA Plot']") + # shinyjs::disable( + # selector = ".seurat_pca_plots a[data-value='Elbow Plot']") + # shinyjs::disable( + # selector = ".seurat_pca_plots a[data-value='JackStraw Plot']") + # shinyjs::disable( + # selector = ".seurat_pca_plots a[data-value='Heatmap Plot']") + + # #Disable plots inside ICA subtab + # shinyjs::disable( + # selector = ".seurat_ica_plots a[data-value='ICA Plot']") + # shinyjs::disable( + # selector = ".seurat_ica_plots a[data-value='Heatmap Plot']") + + # #Disabled plots inside Clustering tab + # shinyjs::disable( + # selector = ".seurat_clustering_plots a[data-value='PCA Plot']") + # shinyjs::disable( + # selector = ".seurat_clustering_plots a[data-value='ICA Plot']") + # shinyjs::disable( + # selector = ".seurat_clustering_plots a[data-value='tSNE Plot']") + # shinyjs::disable( + # selector = ".seurat_clustering_plots a[data-value='UMAP Plot']") + # } + # }) #----------------------------------------------------------------------------- # Page: Column Annotation (colData) #### From f2c623f811041dc298d3ec22b62f09b1863a951b Mon Sep 17 00:00:00 2001 From: Ming Liu Date: Tue, 20 Aug 2024 16:46:41 -0400 Subject: [PATCH 07/14] removed redundant marker gene tooltip --- inst/shiny/ui_09_2_seuratWorkflow.R | 1 - 1 file changed, 1 deletion(-) diff --git a/inst/shiny/ui_09_2_seuratWorkflow.R b/inst/shiny/ui_09_2_seuratWorkflow.R index 9694f15c0..b5a446d5e 100644 --- a/inst/shiny/ui_09_2_seuratWorkflow.R +++ b/inst/shiny/ui_09_2_seuratWorkflow.R @@ -301,7 +301,6 @@ shinyPanelSeurat <- fluidPage( column(12, tags$div(class = "seurat_findmarker_plots", panel(heading = "", - HTML("
Select marker genes above to plot them below!

"), tabsetPanel(id = "seuratFindMarkerPlotTabset", type = "tabs")) ) ) From 6cd07e1e1e94fdbdd4667392b3b6716b0831ef24 Mon Sep 17 00:00:00 2001 From: Ming Liu Date: Fri, 23 Aug 2024 13:17:33 -0400 Subject: [PATCH 08/14] added .dockerignore to .rbuildignore --- .Rbuildignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.Rbuildignore b/.Rbuildignore index f05fc7ddc..635329922 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -17,3 +17,4 @@ exec/png ^\.github$ ^vignettes/articles/* ^images +.dockerignore \ No newline at end of file From 9a95941d2a710691ca1db995381f29cf70565500 Mon Sep 17 00:00:00 2001 From: Ming Liu Date: Tue, 27 Aug 2024 14:49:51 -0400 Subject: [PATCH 09/14] fixed documentation slashes going the wrong way --- DESCRIPTION | 2 +- R/dropletUtils_emptyDrops.R | 2 +- R/miscFunctions.R | 6 +++--- R/plotBubble.R | 2 +- R/runBatchCorrection.R | 2 +- R/runClusterSummaryMetrics.R | 2 +- man/dedupRowNames.Rd | 6 +++--- man/plotBubble.Rd | 2 +- man/runClusterSummaryMetrics.Rd | 2 +- man/runEmptyDrops.Rd | 2 +- man/runSCMerge.Rd | 2 +- tests/testthat/test-qc.R | 3 +++ tests/testthat/test-seuratFunctions.R | 3 +++ 13 files changed, 21 insertions(+), 15 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 8a39a7942..adc031993 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -119,7 +119,7 @@ Imports: utils, stats, zellkonverter -RoxygenNote: 7.3.1 +RoxygenNote: 7.3.2 Suggests: testthat, Rsubread, diff --git a/R/dropletUtils_emptyDrops.R b/R/dropletUtils_emptyDrops.R index e774dcb53..3a020868b 100644 --- a/R/dropletUtils_emptyDrops.R +++ b/R/dropletUtils_emptyDrops.R @@ -26,7 +26,7 @@ #' @title Identify empty droplets using \link[DropletUtils]{emptyDrops}. #' @description Run \link[DropletUtils]{emptyDrops} on the count matrix in the -#' provided \\linkS4class{SingleCellExperiment} object. +#' provided \linkS4class{SingleCellExperiment} object. #' Distinguish between droplets containing cells and ambient RNA in a #' droplet-based single-cell RNA sequencing experiment. #' @param inSCE A \linkS4class{SingleCellExperiment} object. Must contain a raw diff --git a/R/miscFunctions.R b/R/miscFunctions.R index 3e3ca09f1..5056ebeae 100644 --- a/R/miscFunctions.R +++ b/R/miscFunctions.R @@ -191,7 +191,7 @@ discreteColorPalette <- function(n, palette = c("random", "ggplot", "celda"), #' Adds '-1', '-2', ... '-i' to multiple duplicated rownames, and in place #' replace the unique rownames, store unique rownames in \code{rowData}, or #' return the unique rownames as character vecetor. -#' @param x A matrix like or /linkS4class{SingleCellExperiment} object, on which +#' @param x A matrix like or \linkS4class{SingleCellExperiment} object, on which #' we can apply \code{rownames()} to and has duplicated rownames. #' @param as.rowData Only applicable when \code{x} is a #' /linkS4class{SingleCellExperiment} object. When set to \code{TRUE}, will @@ -200,9 +200,9 @@ discreteColorPalette <- function(n, palette = c("random", "ggplot", "celda"), #' @param return.list When set to \code{TRUE}, will return a character vector #' of the deduplicated rownames. #' @export -#' @return By default, a matrix or /linkS4class{SingleCellExperiment} object +#' @return By default, a matrix or \linkS4class{SingleCellExperiment} object #' with rownames deduplicated. -#' When \code{x} is a /linkS4class{SingleCellExperiment} and \code{as.rowData} +#' When \code{x} is a \linkS4class{SingleCellExperiment} and \code{as.rowData} #' is set to \code{TRUE}, will return \code{x} with \code{rowData} updated. #' When \code{return.list} is set to \code{TRUE}, will return a character vector #' with the deduplicated rownames. diff --git a/R/plotBubble.R b/R/plotBubble.R index 242eda3ff..44dc7f625 100644 --- a/R/plotBubble.R +++ b/R/plotBubble.R @@ -12,7 +12,7 @@ #' @param ylab The y-axis label #' @param colorLow The color to be used for lowest value of mean expression #' @param colorHigh The color to be used for highest value of mean expression -#' @param scale Option to scale the data. Default: /code{FALSE}. Selected assay will not be scaled. +#' @param scale Option to scale the data. Default: \code{FALSE}. Selected assay will not be scaled. #' @return A ggplot of the bubble plot. #' @importFrom rlang .data #' @importFrom reshape2 melt diff --git a/R/runBatchCorrection.R b/R/runBatchCorrection.R index f782e283b..bf6328bbf 100644 --- a/R/runBatchCorrection.R +++ b/R/runBatchCorrection.R @@ -670,7 +670,7 @@ integrated = integrated[:, orderIdx] #' variable genes identification. Default \code{"counts"}. #' @param kmeansK An integer vector. Indicating the kmeans' K-value for each #' batch (i.e. how many subclusters in each batch should exist), in order to -#' construct pseudo-replicates. The length of code{kmeansK} needs to be the same +#' construct pseudo-replicates. The length of \code{kmeansK} needs to be the same #' as the number of batches. Default \code{NULL}, and this value will be #' auto-detected by default, depending on \code{cellType}. #' @param cellType A single character. A string indicating a field in diff --git a/R/runClusterSummaryMetrics.R b/R/runClusterSummaryMetrics.R index 5cbb9c062..a57567d2f 100644 --- a/R/runClusterSummaryMetrics.R +++ b/R/runClusterSummaryMetrics.R @@ -7,7 +7,7 @@ #' @param featureNames A string or vector of strings with each gene to aggregate. #' @param displayName A string that is the name of the column used for genes. #' @param groupNames The name of a colData entry that can be used as groupNames. -#' @param scale Option to scale the data. Default: /code{FALSE}. Selected assay will not be scaled. +#' @param scale Option to scale the data. Default: \code{FALSE}. Selected assay will not be scaled. #' @return A dataframe with mean expression and percent of cells in cluster that #' express for each cluster. #' @examples diff --git a/man/dedupRowNames.Rd b/man/dedupRowNames.Rd index 38e358985..b65109298 100644 --- a/man/dedupRowNames.Rd +++ b/man/dedupRowNames.Rd @@ -7,7 +7,7 @@ dedupRowNames(x, as.rowData = FALSE, return.list = FALSE) } \arguments{ -\item{x}{A matrix like or /linkS4class{SingleCellExperiment} object, on which +\item{x}{A matrix like or \linkS4class{SingleCellExperiment} object, on which we can apply \code{rownames()} to and has duplicated rownames.} \item{as.rowData}{Only applicable when \code{x} is a @@ -19,9 +19,9 @@ the deduplicated rownames.} of the deduplicated rownames.} } \value{ -By default, a matrix or /linkS4class{SingleCellExperiment} object +By default, a matrix or \linkS4class{SingleCellExperiment} object with rownames deduplicated. -When \code{x} is a /linkS4class{SingleCellExperiment} and \code{as.rowData} +When \code{x} is a \linkS4class{SingleCellExperiment} and \code{as.rowData} is set to \code{TRUE}, will return \code{x} with \code{rowData} updated. When \code{return.list} is set to \code{TRUE}, will return a character vector with the deduplicated rownames. diff --git a/man/plotBubble.Rd b/man/plotBubble.Rd index 7d2d3caf7..70ef5cf5b 100644 --- a/man/plotBubble.Rd +++ b/man/plotBubble.Rd @@ -39,7 +39,7 @@ plotBubble( \item{colorHigh}{The color to be used for highest value of mean expression} -\item{scale}{Option to scale the data. Default: /code{FALSE}. Selected assay will not be scaled.} +\item{scale}{Option to scale the data. Default: \code{FALSE}. Selected assay will not be scaled.} } \value{ A ggplot of the bubble plot. diff --git a/man/runClusterSummaryMetrics.Rd b/man/runClusterSummaryMetrics.Rd index f9ffd75f8..1aa297bc2 100644 --- a/man/runClusterSummaryMetrics.Rd +++ b/man/runClusterSummaryMetrics.Rd @@ -24,7 +24,7 @@ runClusterSummaryMetrics( \item{groupNames}{The name of a colData entry that can be used as groupNames.} -\item{scale}{Option to scale the data. Default: /code{FALSE}. Selected assay will not be scaled.} +\item{scale}{Option to scale the data. Default: \code{FALSE}. Selected assay will not be scaled.} } \value{ A dataframe with mean expression and percent of cells in cluster that diff --git a/man/runEmptyDrops.Rd b/man/runEmptyDrops.Rd index f707f108e..a8aca5323 100644 --- a/man/runEmptyDrops.Rd +++ b/man/runEmptyDrops.Rd @@ -63,7 +63,7 @@ details. } \description{ Run \link[DropletUtils]{emptyDrops} on the count matrix in the -provided \\linkS4class{SingleCellExperiment} object. +provided \linkS4class{SingleCellExperiment} object. Distinguish between droplets containing cells and ambient RNA in a droplet-based single-cell RNA sequencing experiment. } diff --git a/man/runSCMerge.Rd b/man/runSCMerge.Rd index 598889ea7..02e819409 100644 --- a/man/runSCMerge.Rd +++ b/man/runSCMerge.Rd @@ -41,7 +41,7 @@ mouse SEG lists is available with \code{\link[scMerge]{segList}} or \item{kmeansK}{An integer vector. Indicating the kmeans' K-value for each batch (i.e. how many subclusters in each batch should exist), in order to -construct pseudo-replicates. The length of code{kmeansK} needs to be the same +construct pseudo-replicates. The length of \code{kmeansK} needs to be the same as the number of batches. Default \code{NULL}, and this value will be auto-detected by default, depending on \code{cellType}.} diff --git a/tests/testthat/test-qc.R b/tests/testthat/test-qc.R index 5653e6582..e40016040 100644 --- a/tests/testthat/test-qc.R +++ b/tests/testthat/test-qc.R @@ -8,6 +8,9 @@ sampleVector <- c(rep("Sample1", 100), rep("Sample2", 95)) sceres <- runQuickUMAP(inSCE = sce, sample = sampleVector, nNeighbors = 10, nIterations = 20, alpha = 1, minDist = 0.01, initialDims = 20) +# allow some additional memory over default +options(future.globals.maxSize = 786432000) + test_that(desc = "Testing plotSCEScatter functions", { p1 <- plotSCEScatter(inSCE = sceres, legendTitle = NULL, slot = "assays", annotation = "counts", feature = "ENSG00000251562", diff --git a/tests/testthat/test-seuratFunctions.R b/tests/testthat/test-seuratFunctions.R index b12038d3c..a2878e067 100644 --- a/tests/testthat/test-seuratFunctions.R +++ b/tests/testthat/test-seuratFunctions.R @@ -4,6 +4,9 @@ library(ggplot2) context("Testing seurat functions") data(scExample, package = "singleCellTK") +# allow some additional memory over default +options(future.globals.maxSize = 786432000) + test_that(desc = "Testing standard seurat workflow", { # Test Normalization Method sce <- runSeuratNormalizeData(sce) From 8182ec4ff25bfe5de50864ce1a617d940b52b5e6 Mon Sep 17 00:00:00 2001 From: Ming Liu Date: Tue, 27 Aug 2024 17:16:53 -0400 Subject: [PATCH 10/14] added more memory in global options to code examples crashing --- R/doubletFinder_doubletDetection.R | 1 + R/miscFunctions.R | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/R/doubletFinder_doubletDetection.R b/R/doubletFinder_doubletDetection.R index 3228cedea..8517268bb 100644 --- a/R/doubletFinder_doubletDetection.R +++ b/R/doubletFinder_doubletDetection.R @@ -342,6 +342,7 @@ #' @seealso \code{\link{runCellQC}}, \code{\link{plotDoubletFinderResults}} #' @examples #' data(scExample, package = "singleCellTK") +#' options(future.globals.maxSize = 786432000) #' sce <- subsetSCECols(sce, colData = "type != 'EmptyDroplet'") #' sce <- runDoubletFinder(sce) #' @export diff --git a/R/miscFunctions.R b/R/miscFunctions.R index 5056ebeae..8826b52d7 100644 --- a/R/miscFunctions.R +++ b/R/miscFunctions.R @@ -194,7 +194,7 @@ discreteColorPalette <- function(n, palette = c("random", "ggplot", "celda"), #' @param x A matrix like or \linkS4class{SingleCellExperiment} object, on which #' we can apply \code{rownames()} to and has duplicated rownames. #' @param as.rowData Only applicable when \code{x} is a -#' /linkS4class{SingleCellExperiment} object. When set to \code{TRUE}, will +#' \linkS4class{SingleCellExperiment} object. When set to \code{TRUE}, will #' insert a new column called \code{"rownames.uniq"} to \code{rowData(x)}, with #' the deduplicated rownames. #' @param return.list When set to \code{TRUE}, will return a character vector From 2ae06c9f8b17c5ebfbc3e3dcbcc23f41243bac87 Mon Sep 17 00:00:00 2001 From: Ming Liu Date: Wed, 28 Aug 2024 15:59:36 -0400 Subject: [PATCH 11/14] fixed some more documentation errors --- man/dedupRowNames.Rd | 2 +- man/runDoubletFinder.Rd | 1 + 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/man/dedupRowNames.Rd b/man/dedupRowNames.Rd index b65109298..3e4997e20 100644 --- a/man/dedupRowNames.Rd +++ b/man/dedupRowNames.Rd @@ -11,7 +11,7 @@ dedupRowNames(x, as.rowData = FALSE, return.list = FALSE) we can apply \code{rownames()} to and has duplicated rownames.} \item{as.rowData}{Only applicable when \code{x} is a -/linkS4class{SingleCellExperiment} object. When set to \code{TRUE}, will +\linkS4class{SingleCellExperiment} object. When set to \code{TRUE}, will insert a new column called \code{"rownames.uniq"} to \code{rowData(x)}, with the deduplicated rownames.} diff --git a/man/runDoubletFinder.Rd b/man/runDoubletFinder.Rd index 1c7ef542e..221393eac 100644 --- a/man/runDoubletFinder.Rd +++ b/man/runDoubletFinder.Rd @@ -58,6 +58,7 @@ Uses doubletFinder to determine cells within the dataset } \examples{ data(scExample, package = "singleCellTK") +options(future.globals.maxSize = 786432000) sce <- subsetSCECols(sce, colData = "type != 'EmptyDroplet'") sce <- runDoubletFinder(sce) } From 4ad9ec1ce7cc8fa2d0f3a576d5935d27f019e27f Mon Sep 17 00:00:00 2001 From: Ming Liu Date: Wed, 28 Aug 2024 19:23:16 -0400 Subject: [PATCH 12/14] fixed missing comma in description file --- DESCRIPTION | 1 - 1 file changed, 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index ef56b9c09..99b2ac285 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -120,7 +120,6 @@ Imports: stats, zellkonverter, tidyr - zellkonverter RoxygenNote: 7.3.2 Suggests: testthat, From df280022f3fde8636b0b6acfc47d80781085c08f Mon Sep 17 00:00:00 2001 From: Akshay Aravind Date: Sat, 19 Oct 2024 13:30:57 -0400 Subject: [PATCH 13/14] Changed image qc_run.png to match shiny gui, removed mitochondrial gene set option from image --- .../ui_screenshots/ui_tutorial/qc_run.png | Bin 361248 -> 129248 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/docs/articles/ui_screenshots/ui_tutorial/qc_run.png b/docs/articles/ui_screenshots/ui_tutorial/qc_run.png index 6834b108e85a430d210aa43d916e42eba6c1d8b6..abe72dc630fbbc8690e84d8e678de52c47d53922 100644 GIT binary patch literal 129248 zcmeFZg?qDXfyAySe{cP%#3-5@F5-6GvB4IWyO@WU4{&djH-d|$DAkd=Ohg+Yh`0)eo^M4!lmKv$^}hD*XJk$A%+}V|%+H@KKyA+vds}N) z!FsDoXc2>gh!c~ZADCMXATl}Z)Xi;&GHg;5P|o)clm{Se{mO%Wm%Qus7=@IN!0+)} zE#4xlv{*zUuZN6&ZOFZEjtYM2(-xu!igzQ}@YLbCd@oQuGuduSM@;)W zF5DMHFDc%trgTXngs5krkw(Ii8s?4I%I#0J6p>#$e!sW2bHYk|Qt@L>6wOt&EHmwA%Q}8i|^gS08w4N zO$hiN1vV;zZYR&vMoiYbx0;O;YEk_yMe;uN;}3iDhK+9?ZoMknD&5+j*2rx`zD4II z`^-NKM}P~znv6`A**+6O=H;if(n{Z=)(UUH@{#}gis{O<2Np8uil~m%l^`KJ?BYF+oiDskWw57^(VIcY zQ}KFNpFL=GezHM`iBT7ajSimZ=5lw;0pWm;m$5TSc|2?!p)i*x91a+kjMuJkZ)nky zQW9>3f?~lU`#0A$R2?5p+*8#*I*BFKt6`;YeoaTP82{|5S$E)F(d%Syv0uF}E=5{< zip(->_%|6ki(Nw>4gVlu@C42f8xxlcB8{z1(%5;nDI+-`)wMI zETNxogji~hfw-m^yKiFdy@}Pl-=^Hi(1tNXy;{>T^)B^OAq8)M+}5Lf(&4%JfF--7 zY+>4bjgxTFr7 zrvdnr>hh~q4b3wxZ+X7B?-RM?=S$9U5AeXbT;+CVF;iNqdp!8n_%zAeo7)X@r+mqt zTRh=wx^>-<+7KV4hxqt?8&0KO4J9i#n=CtU2Ti%UJbym5Vb8e31wxEXFHi2o6zF`( z62|qgmf}lG0@qFFVlCpVFOg-Sb!syvH#Z!u@B7^UMbXd!~K_G;E`|;C- z_X00GRmpeXvwnHv;tzgs?}JcafZ~HIx9-d9QL&KH2)72{ z6}GDjQfRPYR%l1kePK#}TcWO)8J&ZOu7Nh!IP-?d+pYuJ!4L2kq?Y8;O$4P^H0tg< z@O9RwP8Do6?DM#wY5A3WSJ`~$Kzi&0ro4N51w9t!#{CceLgC^M?<-;#-@0*2y52tR z7>w{2 zxfU_fKJExTRcd(BphhW5`SfX$e3Ja9e1+NYR@@Ln+PD@%J&Am3?!b0x8EPg$X%QJ^s@AD< zjveL|~1(k4fZ-DG$#MVSL8<%sy?+ZJek)?kxe9F4mpv5VlP7Zy`GC@VCnci|9Mz z@ZAN?Aw*JF_s#yULGA3xc=t&VXD;h|j&S4Lx~W2;b&J($t$N3LiFfOyZcW(ig{6rkvCLN zB1J!C*0`-8bUiCG>vk5ND!ZyJWLeER6En*sYkgSO%*8C_o8qWO0p$pbS%KNms8+G? zs>UkID(x!caN@4{?qdXemzd%j1)s=!5k?Zk)dzZA7aYM*oO;$wKOjbMBWW#&v z&i&W^x&E{FIk`pdk)*!u!(Srdp(|vUWT59T)%=!dQDGtGu&ruiy6_EGcm1iV$a``^ za-j#*R!@H%JzV}wBlj-xLyuffNRN!JNJG0fH<5&23{C~>u4c6RSZ`^?CdX#)ekh9i zm;Kj~ulGJ6eVF|aBSsNqK&dIoA&N)Enc^>hTfR7X#}D&fiLu6z!_X$>3{)~V_L13_ zgAZ5lSW}V2Jc;@mV?!3=9~oZG3diIOgmkRR%p@r#!#BTG4pid12p)^O`PD*X8685` zVzgo>Vy0vA$P=miI19)NRGRU!?^L&9w2Xwq1$bGUop-^~FFIp2LdN>Xr~*PCLi%}z z9kvQvh+jBcekir}nh#b|IDDWJXyzz7@w&3n#cZEqlBy`+nA}x$N@JRZH|3!szEuCha_l`)0CCfn$$JE*?&C!W%p?!ewOA=R}R1^>EhtrR0n)Oc>ovk9)eNKHy)V_UxBty8W$6o(v9xgR=jkc_YEh`Vqart z=f$#T%zA2)T*P0|xL#h#``lhPMtFRVzudWX*R!g(s%tNKts+m*)V&R94p#mu6fNUM z&&`lQ3V7c#f{=xXhbV}MH}Y|mdSq4PO=3H~%A@y-0j-HV&%#I&@6icxSX6E}oS<)h zm@ONz7~JjCN$rY3=doU*UtZa?o|yNI-s79JfjNGfP8e-C#XVc_LWkbz? zEARYn1~00;z+{ZGpGD42b>op2+S{AyC%H$uGO3XHo_9z$M@bq4$`Rpv`wc;r)Y|1< zaq@A>e5{VjeXC=xNz|X`x3(?2Dzx5fyR0!BC~SA7hjB37Jf7WCfoRKX57D(`z=l3f zF4PPk56+rNxGSE#vM*Z~s9`#aKhbG=HrG@TcUzDj!3W1&Y>Uh(){d%q<66P#&-;jM zPP}wW8|k_-8$Yqf&?r(o)fMo&dDd30h65Qb?1l&>-&*%CUaSd~rAV@9CzFZJ(~})i zpk4DfO-!F% zb~8Ug&3WRY4}0=x5Qr&4^;N|Tq@+N!!1Xl{D$;Gx72pa9_yox7=GHHvHZfALN5Bnq3sE&|5D1U*^czV`{=o(ag#67&QPoCON|Hwx zYR0Ie2YsQ>=wN1XIuD4?fd{xW)3?zfb1*YCx8`x+C;#;Z4{&{Yn~9w4*DE$A{N$=q zvSh+gD}6E!#z%~g$OSOS$jJDt^bC09pNRY!4*ZXw{H2YJ1rHOGy}do7Ju4&B%8-ef zo12^I5epLw3j^>5gSDf%jgA9@xi!V_NzUeZqHnEhWn^Jv1T`l+omb}t)YgWdocwg5 z^RM6g)ORqtSjpV_&#{05GMzqQVrG2A^l!s#j12ydVW&@i5Bqhl-^=lxPR1i^gjVBur>x7(LTsa*^cU}j_cGw7dpFON|D*Af4` zdwGP6l@UM(oztxeF#lQMpZET}&&PDi`+vy7Z$bNY7mzdo3_hlFsTIKRR7&szfxsZK zCqjx2NGs!L(TW4(C!3RYc43;4o-gX(dR;{^^}zW0?T&;Z+u*`vC^cal#pe&L33&;5 zCEvDRvgL_T(&B+p=^on2;m8@$nmNauxcH6ftaYxjRPYw?+V5J&4)N^8mhFvMPZ)-7 zwEInR6MV8@#z4MC<^lRIKOQ_GW4)i%eeJ)z@@oPvBxDO0Y-}(H3FZI(AsP=tDn)tG zi}OEbLz&vY{@=Gn<_`uIME{yZ^Iw)b-ORPxO@jZvDKHrf8D;ABdohLoK?-b-8P@+w zD>4r-GU~NjO6;JN|CE7}y>XWK>f3|NEL?kZ;$2W8f(r(Q(K? zVPMI~$Nzmz57521|Hi)4t>1nK1~J0I+1~t*HIcXkuKW*rK9KbQX&^HjVf>FZ0l~WZ zKj``Y1nZ9){6E10%Pq(<#)3Aam1|K$mV!2 z?Z?GyXIJuCWE41zG?NlM?=MsV?154V8ch-lYUeeV*`t<@eu>fk6m5Q_k7SShvKoV} zPHn|d*x;@6O_aa)KsLiDO=G)J?nB#Z52vWGM;zF8l<}%<$EhWU^rUiRWVW(wZLh-h z+g#xojcLKb!KEt4uP!$5=PHdF&{Fu^Ymy7&fg%d7E6&qxI&@k=9qSy;4RdU&##DD? zaqQ_5DsB0wvcIPI$QK;#_xjFdiz@#Z&{J{AD>3K$#J(2k5w9@KY)2)B*{-@G2e%kHj+nET%u@q8DPhGhT>8$9-x51b)3++61in~;kFb01KWs} z;=m_p-<#i>WRUM&5a+kE>2`y)?{W%ZUTpMQQVv*5Ozgovhd^c1XiyYftYs?7;JM4m zM2bMVWF%Wlzy04H)TRdN6&mVGJ}a(-dSW(6|FOg03MuLZP*6-KS?>G^EFS&gK8I27gP~RZ z`jYGFdoxQpVd$yXx%9ut{Zom5X(t&svR*A^Q;70E81Mj_*hM0>y`)hgUXn|HkETr~ z!UE@f`m=qCp33Tv(q7tgc7VYsINn<^IL~)HEim}x|6X$wnO-QuK|%e= znSsE*<_{JTdApqD32nt*#?Ut~N+#xk1`wr(CiDje|I6CZz@a}BBvGF43g&_CK=53X zWF9H4&K?ggT@oh~!Ol zKL2kzs{slZNGb7;4bd=6p~jTARzszv-U8?J^TPKxUE*2#i(K)xz)z^WtnYe_6tYiE=%b~=Uru$j$nMRjO1yL=BaqZU>9 zvP?>=^2;CfGWp3df3eD+t8Q^5mML}g#@UM}b$A>3mCbGtUcU*J=-7@Cd#=CW60G=| zKhh8$`1zQ{5ajQ;H6l|N<^R*VS@w&Pv@V2Qtbh1Nh3DwK2-ujV1wyzFZrgfw6MW z_<{^C49xE<|7<{el9$_A7%xbC7e>HpP+A@k6O0r#ToMN_JrG#7?5hf8by3mYkRond z8E>+(8|lzgaOq%}-iE(u^l!)Tv}oy1Hanl=7bjua4*>RQ8Wj`JooQHi11gX0Nl82X zvg42-gJJVVGkt&MLHU5|qo$=W`ut2RPOG|-=uf=QCURo7eY5zE?iRd#E2_zIvk)zM z*Rzkr0brAkpF%%%nDv_`yFA-Vyh}wJI|bx*C9;dg z5Z4w*$JUvhm{?O>8WY^c`(&S_rBkKLTvE zT@3Iro_0p@TvJj}JF>^5fa>2IW3*~V`upV7Am`fT<9j{A7bi!#W@8|tGFx+^Gr+1< zmzcC^`w?pxL zsGc~It)uH?ZR2Kp@6{Tvxcl9+J{O2{Wvas_1L1o+CWKw=ZWZU7fZ$MJjT&v(n5KyO z=GP1g&CCey@pNrB0jr4sG**N5h32MB`g4N*S+rN&gMX^mn1|r{ITyf%;3LnR%)^j* zv$hjHgQ|i8Q)M-!olzRwX#SVExZ2JYYSO;TDgXz~;0-6EMy~e&G@HsFg?0gre(x09 z1_+~t;)D(_I5BnSv-VERK;@PvX61m}Myzwr{HJFlCNeSwisM%p?SH(at6nl_d-%}e zC`G^@8fZuS89NMU42XuAlp-1wv#j!Q&}p^MUDF z$Z7@j@M?_Qw{eUU3*X_VD*HI zXq}%+Q;STooVHSMq$|Rly+F%sP`Iw7ePX$6&oD*RPG$Ne+60yQNG56BHqO;FqmyTt z(CzTPeAD0ZjUofgyfNoZaxt?qnWE;br#bty>v(!s_)ue5;9JdtbN2ZnAxm*o_&Gg{Ks~wv)3mF zmLrt-H{XY7@%Lm_3&;SD7voR%}tW4RMl;pU3t^5BJkiF zN0HQ3ji_&>=$Dp30-_J!o5<%!1h-!6uY^14eQ0?bLN_v&~LqX zM~T=uIzXpkXgrT&AFuNVV2n@H;r%qkqkgu03vWtv<35LDkJV7khdcFcI)9_P_znQBj7T>5oN)()`~l}-q>Yb0v`DHVs(sk9be7c7 zMUqzwl+DUg$>O|I_=UCc*`cE4x|uS+nemV4E0?tzTa*drEnAv2N@mO9F^* z%CR=D-xwQ@@V$<;=X=S`yE^#eNVmz?woO)mJGTZ14WV0+dWv|OHg9OIbkco_G%is7 z$zEx?m8=Z!uc;ah+8wdqbs6F~VS3#A-stXsawq=dDTaAU6{&L`kqTiqPuMxr(MF8T zWzUiBRv5g38uvrg^Af{8wU3$zPKL8sZPQcaKz<6UwM>=|w_V?1L3JgbL;25%0TEND z1cS1bG&H==&APuStkU&H;g`NHbGR;xmsb{96z!D@|+J2nZieDUQpi{5R zrmIX_DQVF`L#31u7cc+fPe5^g!awvC!w2kv%?pwX|CP%KTMCQAM4R-@Eq9DNWb7E7 z2QR}Hwv`xc!hIa05xhy7%#ePDoR7dk7RXo!|R;uXVa|$dB-7X zu=xdoeHjOCs45v<+U_cpRZ7nJ3b&^ua#j%!VC*=`}Ade2t=?u}~w-30;# zQW;b=3xK^`2&t!ddNmE(Y14$4iS+#rU^(ONs9d0>2SV|MdY&PZb}==x?UHomD?D_3 zN2c1YJ=%;nnb^xrk{AuYF^0N-We(ULB=JWr;Xp{?{cAjiRQgq|_x3r_z|qKXO#E-H zLB6@^hH)F?0qoBumTf0>2hC1ixxy#J)g2DGwQQrbtLRIG=NYWpS77m5N9n-gKFOJ!SP8TEMDp zVsJJBT9FD@CAfEfl0Te^x$l1qBdpWmQP)LGvfzXqa#GpVdTi&|UR%@znO4L9+Rv$S zOTDU<#mkv(&n{!R$(Ps!;|XAfN`OoR6n-RBexGNb!)%0&0>L0!@J##C`8>&MZwCuS z&>Vg^6A%=Q_?1?P$m`Wc(2_xv$*=y+Q&A(^$a1U_bRCdLIryUT*#4kiwb6l;Cv=gc z-W%;)`G08wnGz7LN`yqjlb)$EI1+=69`YiC+P7rHeqzJtkx9Kz=4ZWpKqVSfCe^50 zJrt;-TlcY?hxd=Gcr)n4oXsbPw>3vGs`GBU_J&`!ksu_BE50``KmoWH1;++r`TZ7i zUCEf{Gqo-RiB!Z?6et)gMUo45)i2aM!s1;g~H&V4SMC2_OM`JxWdycSf1B{hJ029oF~oI^LvR+v`fkG z8F(EBIR(SDaP=xrjuEf;?j2qvW`64&m<&bLlLfo)3H2EhV9(KmHQnDR3D`g-Q!C=^ z^JYnHA4|H@D)lq%w^s96Mw{`v7B4INhb1a@ceJ^D?A(x`gdSc_1%Y`ma#8eoI%##! zy)BPeyv~3)#I}rv`ONVKeC%0nPe(NJpWWp`G7MOlK`AL=WYD zhFT(D^yILVYComAVAeXl6YuDp9)GZ|;psYj72fB$uLTfnYxLM4`A$<4U)qNErm{_o z5;HtaU5-S{i3Ny37Pabo8v=Au^Kf1($Qh^sa>)>aY^gQX(bl`Y>)c0&dWmRAC_GwZ z6*HtQ|Hv=)3Xv%)=_gapWF02YyVSQld{~$u7Q_Hu5vV>?6i9Pg(gsjSdd^3!tI;Y1 zF=9X>EvfmopOZU~$ehq8J|?UhOCsqE3?ddl<-2gSzgYsi3mk~~f#P{&b1hRM-h3i; zdTJD<&%~w$Ko0mWZ4*|{ZEVF!IRPcqpI#|xOxEeR9oz%&5h?`|2j6}y_EA9n=vzzV zrsI4cwmL-N9&heC_OYT@+P>!Nx=1Vk$!`e2yf+%RKJ7Ek(*DEPx9eBZY)cVX^iV=4 zwIP-*dIizZ3roR*T1WE*Sx!p@%t!5`dz{KH2XJP14=zSC4H09x_hfDuuau2)G`>xg zlJe|s;&$vJ1LtDQ_TRoLh6xbG?RgK9^Mk@}eJ2DV2l$5Qaf^d~XvM1%jcM$pJ6F%| zaKjGYXum7?N~OB`ZvEgewCErdV5(jl3EMXn(%>MfD_%Z4HOHgd?JTTB1C8!H{FTq5 z-4qKAqu;2w$7K(FwgPuOMy$7PiFSnZ?>=g4wVF?S=4V&Ofoy(@9QMHI>WuCU8rjJ-Z{gy*uBMgt%{_W3tj=KvsvJl;De#GR{?mel>*-cKM8mLKbWl4{HQ zLsZ+fTRJ_p>ba845$~Eg=L2R?>Qq$zreeDGPw1HI_s9QGnm9cLmB{v&TL}XgUmTCBbHt{$OE=7 zzep%sk3nd7V}>Qe5w1^4p=Kd)L;5edDLj=M8Pb?@3^~FiyIazh1ptT_giCG{4TG*< zzJ?!?Dfd?jbkLHz<_>7e4BieNkQ;_-rG7)}44S&EcCaZR$%J`)j|KURQ1Md8Sad4i z(hFqrTHPn+D+CMdNtZ3Rt3uuT(W?(@W7*hL)wmE@43ugF7E04clZ0XAU4nV#G6F9( zI=Ih8?To1?r*Zi`JA%+eZ2agM4;TPyI(TAN9^Vm6>~GCF3~e?HSW;PC)D8&F^7FPv8@{I9_PP-+3p z_6F0X!S=Ju|tS-^z#8G!Fgw}h|VY6 z5Xs`oJjDJ|-|Pb*+HWH&C_(guKV~0L=Ct=6=!`K7@%vd%sLZH6FMFr#rbb8mVhR}$ zh8{MYsIN8mFlc^p{%d>w-;vSLYZu!}9K_YsA`n*6+S!ZmKpK3;8oxt3@Dj$tI>^@6 zHs!>ptEDAxWo7qhz!RilHCO)IJ33?_zOznV$uAkL^P-X}USTNS9Z2046ETmSUE%w3 zr1*1kJm8ao4O9NuxZO>(xjEJPn-Uao9#Ork8n&1KZ-g^arSlR5PX@l!C~D#U3;iC! zc3ma#a_f3E&zY2g{xC{hLi%lbhKq35sW${XNWn@r!H+b=4h3dN*i%U>`_X!@obr~K zA@}VN%&#;O(t>aa^-k4~Z27*gWF6Swr{nFqZ<`Nk7%`Qaquu+iwD~W}eg{zYT=a`V z6u1%@cW=yiwnUrM+VPLCZ0NU7#y}lRkm&R;Le%S<6~9?b9Tj?4AwlS-f#+%z<(Gl$ zf@$d8sDQ&o3Bvco89KLxe^}uk3FKVlt+f_#&or#t4z|%7-|CbRxs_DolbLBT2yv(> zIl8emWM5bC4K%i4fXgzpJi6kXtKI*| zs$yL0ci%3`;#+(lJ_Q+^gQ(>oNGSG;4SWlSqErA}&fwh5RN0qQIp|)}4OqkB^x`7? zdw=6I&r@R_zAch-=7a$Zr7xAmwP}%YwBb7G?5MkY18tH-%E`ZFuNy}oO?$tHogQ*~ zQK!>?u3(ZJzi2!D@Xf|nP!_%V+rTqrxDe1fAgac1cT5~QyX7GhzxB!4bN~nyU&3j% zUF$YeRZkUCWRG0iRYl-Kr(2Nl&M~yb%BW*2NQ=~1(4}js`sWz$>}AUcRESUOGf0v2 z<>y>yqm*@OXi$cKt!IYf0vRV;UOf#-SCyQX9mmiQx#_O%#RDC2Ln$fg+R-nDA!dCk z&Sih)15tQnfD}t-!F}4t{-oFO=2B zP@A7x5R>ia&Z_};e!(vRtPbJ&KjuU_gDksaK^jM2P?@cxy#;!y&P41ib8+o~GGN4C z@Ee`Oc+qn3tnSU>^b_t0!cYb{Kix_5FPElf5C?aKM`z-`j6MntT3IOxi!A`soP&1p zSkLt8ijaIDXGZl5P%P*n?RqT#K%d$?r-lg%5O0?$9dB2ML(2VXzHa&P38chg)PPsV zxU0QZ?$^7_e-KEElmM`%3W*=H~vdfMcr6JNhf(8!bHw3pe%rQKOdx z)w@KCp939eeO^H$Hz!MEm6U$?uH27_KEhi>|C{OlzQ`^ggM15G!_OA6K*qJ7G@iBB zAnjZKqHv;zI!!8$KzR`wcaN{q6^rV-Im^`TPohMZMKmc10DHmFcsys_g_Bop*_vUF+PW>txgio&2RdVlA`Adp zWk(anf|1KakL?@)S=?}gj_mma-i3|a99%mIl^d(iFChpHe>>VIuJ|*Hzr%v*FT;=& z3+%B!>WtzH*2t|EX zN-XRX!r~uXVPp}!_m{)F0XV!~9Xx_7e-=d%kKd|u&Rls*r+cVj@g+^!VeWOf6YU7K zEU&%UZj^c}K_D`srtJRH$8sacA}${j|`9EkY=U3-j{AfRtG! zer6Fez?Nqr_9b2{rHN*GFd-PmY&!jMTHN{`C4PsRB87c(Ol7}J6`s@5uwfUdOC}sF zEc~h?g0+dnd4+k@C^cr~o35Xf>L}Z92?0Y;TC))uN&+tK?OEg0l7&Aln;QBR0vuq$ z<0lM!{n)okzshhiT(&Ae5gTP{koguI4(EVQ@a=8)$p{Yn2_7%7WU_oYku0-cpBT(g zVcIKz4?;$3VOJP9IqiuVw(Rmz9#6X}Rv*j}IUgU)Gw||80Tt|cqhF=K=P^K>6ACeE zama|^uD3S>Tvyi1UiQ$6Q4)Y}fz;SU9umpdOF!dq>7uv(aK(5@aOSiA7$TT2pj1QN zjsPOA+V14#&~L>-eE-O#(VbOZK9ZiEo|%%;I35xfW;h{ZX_*IK9_kYDA=F1Bw(*Ap zIp~PcG?70^B^x~1+SEe5#}1QuP?!34g5rYFb%u zp?JsrWBcDOEh!2RAS#2MiuLM(QE1J0icFk&hDuKH$cQ=-w^b4r0n1m^;b3@5IjP%z zT`0ZUcVyevz$iiYYS*n6>f#|SXFzSfg#1Y|^=ig1MKopE^d2zRuh=zn(UmWF0ooQw zhh1?py75CGcOdHy%!HkQ^RnJzV*~0TcPE+hIxe_kt$cZm_4W z5^e46Yz+Kqq_~7_EFed;xdN1<_+pe-cY1Ltk&NYEPO}e)a_f;-n^srS z+A0pIbjS+{35oC>cxOIdUN%pMkZ$V0Ma2wb(l#IYm|a@>Z5$#eH@%yr;0%P8<`M0l zp2&3c^o3ZQW4R5xgo3GnOouXR8fPeHu@q$_a}AL4OPHmN&v|7JkT|J_T5or7+Pn7c z7i!1u_GP4}Tb0bs&sTsAXDpY7=~S|9BpjCnVlt$B5YWh#zT zOa!g$L0vyS-m4i+c=~ZAIZVr{&B^$K4C)P~K?sz;VmZ6QG|`8{Y93?96*$J){EVNV zoe&@DDh^6!R+jC|H-{M?DP017r@~P~8QrAcTGvf*iY#8t+K*vx104~a`JM`$-f5`` zGpGp#lRG;=M+Q&zoh(Okbc?K>@9LLrw!GFU-MnxX9N_~hnj#U%k{BA4i9lni^_*k{ zV9!>^?I(+>T@fPy(V&1TXS5Y7vv(iSU#ic_l5B)2QDPNV#@wRy^FOp9lYDg?$Oqm8+$jv{PyH0{r!K zga~5$F&${lQE{71A4`0`++Yl{g_HJrixjLfNSY_DAY3jsK*x8fJpcsLy9T6wGH5>+zG%Q0HLqBe z95!sBZPlnan2TC{byL71Lhl{1UAVIW;7m0@YpHQ=Rzg&o+hf*UW#$^L@Bv29pkiGA zI=+@e9cn6$|A_0}xTdU39V6;ge{BBBTGgJG^K6KU2Hx;%^gEFn>I!xF8QJBns9jgF z2=(5Px|L#)3XGvrT3cC-Z3U3J?gU81@(t^+>%R#bDF3Ae20F5;otL_~VI3Yc@Wixr&W(p5f|l3W(W1ebl1G z;EoKYcdww+M-$>I2$B#^J5r#)^S*UySF=_u^;*B{W(0etI)S5IE0Z9>BF(>q1B}R~ z3AnLhs|ukpF{_^3PEsO0vBrQ4{?sPPyI#3HCLiGQO47-^#C&{ZA<@q+!T}@tXs_nP zte6+0nue*nZgMjO9J~|!S*IWW6m7B+ zb6^q>upwXWxw~}0XEodGl$Dj8pqvLzU(l&bO^ZW4q2+RGBlyy=;uH-VA7ty+6a_MA z#GH{k*Pmvx7QD~SU5C6ssde%R-PT8*w){_*^wQ#qUdni@Zrz2)`0ceW_D+l5xVzKe-rQIWL#T$D$MfjFyVa!D=CUi?wx?Dw8 zq$VW}Bb=r*(Y0Bfwv~(*_~fA3Tzf=^R*Ic3&(gz+AAu6&Lk~BKpVuL0WM>!0*iQ^I z6x?+zhNY9B1CuCw;9G}yikKx=)PkxBot}v%+BWJNuG^AzioPX-6v-t-K z1*5$3Cvm*{C(NX9Q6~pO4hH*O83v4egDFe&T5it|_ZC(DZs7$(P?zxCp+F8g({2}1 zO_k3v^7S;e8cl4!HDDd6j@(0FK~Uxx%F1PVLiX?zg^yPaWuYda@ITo03(vx&Pea34 zPr%Zbw?EQXDpJJJ=wtcNvC6BguD;|c?=vb3>TL5`9Ud&gc4)_Sw8=(D{mnL)tkeGO)xFT+ z3O^tb(|`N49dogXZdh2JZ9nD4+mnfzkWgi^jqK^a(|4W}K)lDNa&!o{Mv9$n3oGHW ze)Hyy-N9@a#MRX`Xh_p}wP?3n_+~?8Dp^SWq++K4Vg)bE!PKPy*`Q;!AjLz?xh7Mt zTNa5aM1rZRpGqcntQ3=Z9wU&3RR-~Ov8arE$l+rn4K)MWVb3$tVZg(!hz18fiZ019}Dv#RQyodx`N&%8PLbJA&+FtCgPu2`C ze_xG5j@+K_Dlv?69n^B!e2V|NFZv;?Wky!9mGc~pb#8ooZE!M|ZlkwBT+5#{MWIss z%1B%0Rsh-y^K}88gjqjcMj$oRkMlW-cXTLE@kZ?}_iZU$>a&fX#iT$ZPhUV%A>sFO zG}f2hWcaV;L2FUa>O6-%C5U~Sp!TQQX#B#cM>?Kn<%=ns6H6>(gGHR0V?OMbpAJ)! z*_EWZXK{e2a(}O|$JNo%QL1pHJiXx~{wM%bpXXF=c@+?Fnny1;ag3VIc=};rIJp9D zl4;!P(6I#x*2p@Ghr|Ic~VPZT?HQx3?C^ea`YK4n|dU3TW6eErp zwWM-t$_tl{rxM!g7R6(mj#+IaQ=uTkKd=i#A_lCR!FfYtu?}fdVx+&ErzfQ>;@Grg z5(2a;yApR16o15(0%8Ip^B+LOUxW&jhI4^_w~sa~&fU*}o@4Lm)G?ucl2iX{RUrKC zvj2S(vuaGf&$+iU+$Z9DZ!wfJn%g?X_2g&|ow(m=ISU`%l;)L$^XFu7ISbjN zzGGuj_n(&U>?PW?s}Gkl7=z5ezQ0urcpy$97lrvkL(PQw)OxgzE5ERU{Nwng#U|6) zmS^fSQ;-s2-$I}wOI=qI9G*OAo4_bL44uwnxq2NaZ0roP-sx}JOL z6i{KO=-hcJEmbnY_ycW~6FeW#oUzrTT_AZ7kzXpG{BR>hpSnnU)Vhm*KGc4txta#V z2_ypWZB7yPxB#?+U)y=n6|q{PSIds}g#QWXc)B+r)-XcvM6B1;2*)n+KiMTR&4smLC_c(g&bL{V zcmBEAH16hl5pc3mW2ZkX8Mt%&5_fNMvEl(x@Q0VK-2j^ZaDe!y?)J68W2g>fGW}Xo zE$VWg$VHC-50-za<^dWbBwc-D*L?rox3!9O^N)B8`KQLpynK-gQtjf{=4n}-K{k}D zQ%}#z+Q(S-gEU}0v z1N{p?P8&s%?5BO$!u8V3j^f;QI3jtMEaCQ)_ddk93%BaBBZ?0JBqE{q>h-%*p1QzB z;xR>Nh$Nd5o3?>JYw`PU0k|J6YnydOb2Ex2@i*gKmrsfI4GBr+Z_lniG!A1=^=3R` zV+8&x#crzLQOn`pI`lMKr1J$Oipw&AhQhqT3pZP;D1$@rr`^i!G)fhf&(MGdFz$KFm5Yj*mKJ zH{oa))CCwWBhE>e0tVIGT3TA#F;-lE=k=<+mHipN5&*q_)2!$cKola%*nTDAx{FZK zwSmUb$)&ljZLG@CV>C#PGigy~N6F5B^=&>N>pHj3(rWeg`psIh_qC|c0~g58Qh{fQ zJhR))=6#w*E`2Fc=Egu!@yV=cK$%g(Y&c(kx0%APbcGHzz1)7?oZo53Vp#hW3BkxM zad2=-_pZKvSJ!n**VoxgXbROG?$u zj@Ha~)cwk##&u5HHO=KJj%tyk8o_%Ol`Hverh}PkjGy;`R9AV`G{=~QFsByN-PGr5 zaRRQU3*Dc5qKx2W$QFqrKKZPjT=n`BEkHmUSM0+v(##;i?SAYs-&R#4DAOv}h9 zSXnW}XH$42-qcE>KozzdsNj)ZmTcbs|bPPlFUs0W+PEWH5MV;=S|4(&->c2!z>ydjapDLoYn-Z0}NlElvKRz z)oUA_9|CfRo(w<=^W%}TxVYaVJES+kYm70Ml@0_8MP+$B-MdA}P?IqwSt<4KVItTU znbiqPJ~S}YK%>g32tu9@q<-|@(mYT0F8%q_g)=rZ`Niabe6acpIYDFXI=W#8GrJVO z!xVjvBEA$)ou#P5*`u$%RLtxcxh*q*8d$W+)80)7{VolYv7_$TgN`)85)YS2lfNST zm?DXMMns>aoj6rzF%m#+NfCQDIwq{*F{|~V6|UqY!bCI=HfF*<;nC9B^0#W#c&PV$&#&4i_z=Cn-GSzwOVsmEy#v*Cvqx6ibhKrS zEEq4s>~}Sr#ime}1dblw2ArbxRkQ~PhQrCaJQV#Y0ehRj5(uF{g{dg1{w%|Y{SfAL zQqk55t>j7RLah<(!05V5svz^!=~}DGV@=siOk>pv>ak4LU8l<2{jet zcXHhG(o>IdSq~E=vh&T+h)IBX4zHouop7>D_09`7i~fZO9spf^x2~oB0cF_qu)~H) z$l}*cW!`x+?WO{b3AV}~KlIv$naSF29XfT1nVGI#%a57Qxno<(n`Sv_2zw zPw;qeTY~=Nz3ypTsQs&+_NtA9uic&`{0_1OEP|HjyaC{>bi@a+!1dL2)2q=?oaoCra}RJgYA+Q?g>&94 zqkLZZqRX{C|J~|~VPX4XbLzMNyn99K{~uf59Zz-tzaNo9#W}W+z4r*&aqJaBk)0Jn zGO|e=JDHKuk(Iso7BaH8$jF}A$NIg_{rPl%zrXwb{^#*HIPdcs&v9MX^EyqoXoec# zk*JOsFm8%Il%+y5U3&dWC^WC1G3tA0@htuRn_zu;BcmnpLjoDwI>j3^`Zpv0Ea@K( zL-D$QIc{^@#a^IbB7V?+5{&c$)WL&|&Pg(bXR}L$23N*ESXH3H`mn}3@TJZ{DcF?v#(zqc_w?zv_GlA+C$k7s zcyWktUu=jyx@#k7gRND%#e@Mp$`kPgbu z<9ybjqmjIB%bk%k5vl?Zy@=T!unyxyImy%3S5+--*Mp$cehipo#ozu%oAaj)DF?rXi|Bwyep*d#<8E6!GwC}3*_+)b{`0?InK!{$i1j%{m5KBfUPWNo^EZX17;r;-> z=W)nKoCR9;%MQX=|3p5~KN^C+&)N*84Yl8Js_=h7?%MZ$M_xBQa((703=H{O@+-%L zV}YK?PHw(exJNaNq}h$lWT6$j$eMrP!)n?aNs zzYr97`QQ5S50UkXSaIXpQ&DyD{|ee^xvT`MG@cN8uHE#vW zzk|Z@zHAUS!B;Y0hHGT?xSu=!eC$7~D~MJPzowl1FW2FZ56uDL{bu86@UeFoH_*ip z;WrwZPfov}G3?{RR8M!^-bBEcZ(MNMF80x{wA@F8g6{F=_wqsQ|Nl8LuolpRq&S2L zf3D$6tmnqw_o=+<24pNU8*!GlD$+pWSRy-FzyClQvx26t;-QWO7Q;KxUwa?ib(F{A z=Ku6>s`&;wwwe%9{C7z20dbDc?%lll!>PnVvXAbyK%ZR?xG(4~){yyC)vh(DVL9Ji z`zYL0|IfzZ-9Jcc45FOs-)4EQQ6-5+WNP(OwHM39=>LQuMHu;L9fD<4XrfMEtbmEM zI$$IT{g2M*&*!5;hZ*Sw!vC&=Vz_kM!cP9e(9MGF3pelEmM`jaNuGLTx==Re6{Qkk zB@yPNh_Ps;Xg&gn?XA#{IBT@T4OmPRjt`PVQU8o#&7uHHD2PGa{BLNWg<-k?;AQ97 z)&Cv{B}FwKqdmbufPDWfs3oA*%ITLIJZ)*8Xy_fVh0nP71Jei;{cW*Y+5VYwThPOs zo2MDa|2Y;|GU=$2;QZgUO&tgKcDfe1t~PIiI136i|J6-l!x({QkDU{;e7yf+w^S~0 zGlKtloZ7*0;`ZSv{Bv1_AdfD$Ugr56v?Pk{cN&|$Zn`i8NdQvL_)hYy>8%0#KJs6WS1yy@gY$EJy|4RA@ALK6D@YBAqnhED9kt&td-3*r zOUsgK14RF`fwe)>KhAc7jy>xJ?vQ$~P&yv%8W#LSa&S7oxkN8ALLuFBk}wZUx4g^+ z=NS8h#}J@+oDV2I=>1DWu88B$P3@Ogc+c~2_=e|Z#5?cb_Fd20TB?s?KNbUjOa3hc zj6%pP`Bu-yQ0-Rqk`ek5{Aq8Fi0@bHJay9Sg}x-9u)`Pag4fLK> zLfUWq?DDe>V>tfr9r_cL0Pgb}yY|(!?P(fW-MInRrGD^A@d-h8v&f(>!uak$ zgYx2C1AvrIl}T8aK|&`d)c&jOHcWrWO^?4E*KzRwVreVXoV@Yy1Ou;{jjA0#0rE+&vQKEb`gLD#uWCzbmTSUu zAffGUGP2esyBufHWOBQD)AqqZFVVu}&ev8`F{~kOF!`ssSLHh3__rU$pT-mNIbAvd zzq!InvT`lW2Ip3PY2VrNw5nTmKdWk7*P3kYwgX&0kK7yll$3PmY$--#CZQeg+G@`{ z0Pz3fvH<;A0w9!oP6d1z=TXU1D!mx617 zKI^Tg+5iD zF?Wd-XnV_}BvDX6l$Yr2lHB=gcIm;xfP4iasW~TyTKWY6fG&x zl-B+3=CB7`o?_m$j{yQ25{I!8d+kKq$7tUB;JzdPqU>j?o%qH8hc0CGo$6SuriZ(( zdTul^td-=s8|aARlap;_gKjxBG1RIz&Ea9?rfmPHt2@?5HH=80?05`oMm>#s_E+L-4|iEuSUN2ZR1oWrWn zDg^9MV&3Y*u?Zdn27+5OociTmBUzZP-NdLK<4ZHK?P~J_rUKEiY7)Um>BU@=Y~cN~ zB=&m+j%Gb~CIJ>dyeVQZnyYK{)X3)mF2;M5A73eGWe60LgaMPI#qn2;iKX1MG-I^*S_FFn3P75$_aZvlk~#@tok z2l!P@hVO{n--3}p$;|&1dP}=MY--1vc5X)7zY*@a<@@Pkzi&SwaC1l7)?VlJK>}-m zUG?BE?JU(2sjJg|ZtJYfi`Wl*Ce7E5Exo>~!}B%8@6leeW4`UbC}FpU5Zv>ruQ#JzLpa8@Dskdeo*{fWU znJ$Ly562tvy~qS5sKVCQUsH2l96eN0gD-=&W4k&BNiku73oK*kd_rme9H8yQ_X##1 z92irFG-12mS^Ha$_vdb@;X?gvl`}uozNoQ0+f1~;*)DgT>`dB?7uIOhu~N~K^L;a< zdfiEvgUE8BJ!Cs<-?S}g62RG;{G&(*Jx8?%Y!;ntU9KxBZnaEX^|rBtdsR&reGNs; zDFJ};l_SH(Bfh5P$CHZW|x~p_7Z{V)0R*`L+5th1h_$kv$aMZz@Szmz6qwtt>r*X9rPQwEbQQZRl zUp@}8PIvkrBX=A&N+fUI8E1$RHw&hEsTi|-=S?Zw;aQfnk!{%aG1V&vmF>OCf}=yIdn6yzFRWK&<&i_Se3?Rp<`q^(RX`As=VLry4-MRq6ubIB7 z`r&?etIZeI;u6RC)~?@4*IOURMCi3N12oPpjDNeFDh*Q`@7(4}5S!{zIa!KNd3nZB zix%k|K#AAmWk#xj>hycXL1y7#S!h_8eGgYvI2L3iGQhlBR4eU}(=e}cgyzCJjr;W% z3G90n^;xKN+Yw`c0%wvLpfE4Mp4O zoz`^De%pk6Uq$*n_Z7mXJ-EL+JFXRSC+z5Icty>h*#ge~E@Pv-Dn0*z;-GN!q~bVz zHla>ZEF$cd;7YB+mQAF^=Z(Yr+9tV9g943Lm!8M>2dJ!#Wh9K#t{=8=+^UB(jBn=V?1$$fLdl9md>uLPzqrMhe%$`#B zES|5I70%gm`A&*B7W%Na9iX}Pw0`4@b-isj_~8co%ZKuL9Yy_q%Q}lgiLs+!K>P7y zd^GjAaasS0TzYHO=TIZf^8&v|*ZIp)#&Pn4A8R(cT{-6D8sj#onx*O zg2T0LJ;jszZN}|-1s8hXrtLr4DD2b-o#+}_94*Xvc7UOt;&gp+u$74gg+er-BJ z4Uu*9k#H5{_i0x)#3eyIIot)K6_PNPk&-A8F!OIM{$U zvlixD@uR`>xa;H&jri61{&wRh+2C59E6S##{b6;nzVgrM%jy@JL7#5vv*R(cK{&2s zKPQQe;6}Z_0ebh8+%PW#@gg{019;DSwZhJh%Tx3l5DP9)!I)qxV6C-VWOY zuj5bY@hXYq83AUKbh~aKKJBmhrZ6d8`smu)h_*%rpKbi?0V>BY5rw=TpBcdXWw@F^ zbd^@P2~RzTbpTn?t>~OnGuVJSUvDweQ3E1c*u>^%>Iw4Ea{NthnIN0 zIddrQAs=tNFFDqduZjX#n3$NhJ&xtyUuIkzRoLXt3cMJ!)_%^*3b zp63IJW_-Nwtc3A2u5J%|qHfvJNO5iD(LP>8N(mR%|5iR;d3y=-yA&TzQ$Y#nUj39d zkBQbB$+~>%elj2Y<9ziPKE45-^Cb4$`UU=mbAdPC;e82ElmAHbM(x8dewYSR&-`w_ zBg>u;%E4WlWOX-c&8$UE@9}qxV3DFk;as$>b%pcFiM~n#P;{Rp)Bj&~mkjpaju zJIbzjP+KWpwI|WNto2hh(@8pWuL7lIG-;&jueBloOWx2x~d2(G*?bmCxF?_y?Y!(jzdLQ0J@< z^X%BL-ygo#Y2cqj3&(`3p4)=Xj63WVni+nFq(%Bf2^KyhJCyU3lmy+x_XW^qxm_Hl z=9xrd>f$M{9~(dT>K-~Z>NNx6$BT~&G~VSmcWt+cPjs3G&n`l<8?p)qR}|D4@Js%84(#3?F{V+EpNB9?O^g)9_1tklY+VrZ#4M$H%|+stJ_^01#r+ z_*Mib$$Fh15f&jQwBgFYvS>EGVN?j$N5<+N+2L{5Eqce4dpG}We1;aa8e~jm@V2Q> zicMGkU>zQ%5T4Ih20>^m#G(0bNVdc*UiqV}qP_H}cQPVANE`xy>7Q3xL1 z1OJCaiclNn)c{43&kzVQ{rq7IO#lRm@WZ=Gqt~p3i{geV!lGwCW52&P^jS}i^VQ3k z^WzV^$z?04Kt;B*?Y+ET<2L>AgInr{;n|(nR;|NVT_S3z95?6#sJ-JdJ>jdkp+|2; z5KbZt&2)F^9{uE$H(ARI6iDg%h)cu_pT`V7&e3$HGC2?O3%U@A*IrU+e34~Vzy2i; z$#Ay>S3x+Wi}d55NGHtlaa9C@@6rb~oFddG$hSfn{J0gF`W<$ zn|yIrNlB5Fv{OHcS4jBqJ_YB9Z7PAeO%{o0qfx>OKVGFrs%AQ|WWnNQY-SVfz!nW~ zzoZ$*@7tQJlV^Q8A9*5t4#@1KiDfrsnrQ=ms~DrSL_mC9bc1*BrLf4{$%hsFMv?_k zv<^PNp?(wzVMNAM!YmYO;7idbcT2E*mRLMuwv^!PcfEF7_*!q9GKgU_EK)_kVP$TQ zL+0|D)9qYj@O;xSW_aZV4juub00BRjCnhw%VL&cboSp*rBpiKvEjV#z&dhq&vO~Gl z|ALM(PJV>!Y_^-Dh^q5Z116Psmn-74W2Qq{C(e;!Bu#@-Y@d(JE2ag(a9BC{FhUES zH@GqyxaYB9NkzLnl(s1h@$l-r41L$(6XD(j)Zm?aJq{4d{I6Y)mz*UR!p%v|QyZ6s zJGjh#NBN#FvOc9>r+diny86cX`+b&3Hu~vR4#EZ21*s;dkFv!Y!^ywJS|vK~(?132 z;)1)AXZn`q`bkg0d<2aTORvvi9G<|`_#A7fLmO$X!^J>o#09PYUFfR&c{K0F+!edS zq-5=WdBrc9n>7F$v%KVg32hS{HLP?v16rCc##!X6SRz zqqrLNcNPicq(@Y9r1)F~rNtV66lZS4~s!p|^H_>w>!7 zQ9)?WG)OR_$z@7}If5^?36+x!q{%9TKU^&eY_0>)T`V?yodpTOz%acr&nTD1M+)-{ z5r5`IGWj+q;9_!3#701dV&O(~QV2E74)XMX3{#nK&YENK+F%4gnPT>ZQ*uJ!pUdRQ*Zu?)=x4`jwkmsr3t~L$wZ>6>}&KIwM-w z5f150FS{7zcSovyg#!}&vqp8u^#o&|*ROt-Wf5s#BUB31rtyEn8qH{Fv0*tSM4#rU zETBditu*Nc&)gGJe?c`1_IP4L2_X$J7a4#Ne;_T=SH>h96oU`&+B0eLAzT?0BJ+!z za>5y#2a60tD2x55wbx5XNut%@7NgUJNR+L2aP>Q^(AX%xz~Z-%gfU~4rf9P0pjA4g z;6AQXhBclnlIk?VWr92gkqkHBbESE`6kUCnx+yzQx_v_0&+|(;x1J;{dW@u}{I>VS zZX1Du<~!?F`a%4bKrgr&pM067Y3|1scZ&!C)V29wAzEGfdOB8mM>_J+9*nd5^0am@ zDkm-HL3bExTeL`v#NCwX6JLu@pbQ-_n$ zuDsV$wW2ZsM?1mJ#iGc&$WLpY9XIC~UeQnSG0($&2k_y&K%-vA=ILeelwpKHtL%1X zVr(%%be%O-mUzT2YD}p!$c;H|?py3BzJzFR*@qfDt9nhO*EUMqV+ERl~ps!tHsEyV7lQ!1|!Ugg=ksdfzq3>#J@>J%ICngrTgO!KtKRe8sb zg>i_XZ!GIAMjeKY>WvERx$)%Aa*k0O^~uS=E``@}m@jn)x?X4> z+`X}h1JM~p(aOCY)SJ+2&&=7>pBptZ-kGp`%71SK3=`cM$AwDtaQ^P!Usv%Whw;?5#uYkf8B2*BJ zria^++%I7x;NzH73?$ROO*$#(`6YyDbhCBR@R6>j57nMhJ|kgJPIi5nq`kri2;HKJ zri|)q1+gb-5vzh&{K!k6(;njvNtNkm#x?@y+Kf++s-EwxiDf;8r$1|8&r)X`oo;-@ z4HJbg{ygAOmXlHHP6!M?s7W11=FnHZaUj$h5)4*4cxEq$gz+LL_;ZKNa6?kddN zuaD&NDZc_}djT7j9!HcAf7~ira!?CTqW)6KH}NKD14EFL2#TB5@szkMLJ>}2K2`fC0K z9@zXGcaTZ$gznZtyZpOvS9H=A*^K$RMjB1QT$&mPF$6z?$&hJEx&5}b9eVUTVMV6BDOnfCyH^l8zUHeA-VRIvfMI%zXf&a#bv9fF#d>7~5 zbSX68;eN}M{Ry(}JHR>UW6pkwJ&uN2h0(iE2#0U^E35h^lSQwoL=sGNx~m4#w$%>GD3Jh%SII`xu%fY1KL0i{cM z)Qgf;VQ&5&CG5iRR^k6$PW^Q|!7y$5HN8xtG*1iHlflfLAU2I&yx@=8q2XO9g)er) zWX6ld7VIKa`+$(~3@?-sSA@Yw{IwJBl|S}GiEPWDX$xn) zT*?rG$~ih(^>C97eWiq#a#hXn%YT3R@*C5jQ(w{}HoTmvWxyPS4!#CDSJQC3p0Pep zq}p$xL3}$o)$ZjYT?L7`HZm4bO-sj)melTL5(V+1VtK}ed&$r)sHk?i_EFWQCknIW z`q^5U2hjo+CKZx-norKe=(9AmeXxHgKP7>LgIu8MhwlA|rwuO0f;0hhV2A)Zoz(5O zsH0~{!hq0Xq-o;w(S7RlRpes6;dpl1=8L5J@a%b_+OM%QJcX8UtP+zh`>?c`FqIM%3W7d(X9oL4-Q$azjDb9c_%?o_kA(HM3#I6g~O>|v!sfUbw z@cw63M#HEnunrh#~r0_=gZ8mJXXoF;Td$UA^#soGG5>>ks99y6jBzw+QKCKqMwGh^^Z*VUjL9B-C@)fNO+4 z&(+0WzzBfI^Z~wu`Ur3ls}miTSX5M(@DI(jayWF%{684X=r=yiV+CWkKGh&{X+9|* zRu5~v@e~kCL@DbK0?0iyw-~+}a4&#T)4;}KK#++R=9?d)$EDd1rU9s@<;$sHYKP42 z6@U}GuP%X*jt=xMm$(JxLj=-`;vE5u^CdC=UH6~<6FUfw>v2%G#P9EXR2CQ)meVc| zvL}qonV9GWDWc$n^nP?N3v1WEXukVI6-e803J7IQfiL`VdRuW$a_tixlnzwcDw$2N zJX4i}#a{`=chBy49)ppF=U+!IEW+tViBgXLC{J5Lmo7xzoz|et*=(x5s%_ zUlg#|vz{~YN7<-SsHpBI9YxgM=CEiFGI&wLRGN9KgTNf8<=x)(V?Zs5lZLQ%lq>=X zc=#FaMn?oE?uGXU@?=D5I4n{V93jt{&cy9#8zYMS>v7~PN>m_m7%rAzbMyX;;%nz) zW0G{{tXs=UUKmLMEW2@e%FBsJ7Zjq{V&>3NfB2EHZ~b?liwcnG=WqpHG!`OHOmA{& zCB6JzJc}m&oZ5Y?UkAmf81;zX8IT=XA9)MKo!1oEUsoxGBrfvzZh<4m2bV556$T_{( z9&?_ZFV<+K3b71+Mfjmwr|P&7WZ87=ej5O`8fOflF$Q6`shoNd11c z&sRaWVLQ*M5O^O*0WuJ{lt?3}TF!O8$hi<}nca*R?J6G+5jH?CZr^9kI8^~~Q}`!> zPZ)!lV%j+L51~45-QRFc3ekS2Ri`i460&ut>w>-h>VOc3upta4W4jfLCg+CEkaMAp zDyKFq^n5~>s|r$~^lSkHW_Z!Ekb+5w2=W*z0`mq4X}9AHFv?()q*$EjKlyA=XN!whyAyw>D9fK$ zFtA}UkKlvXH6AzYkZkje#1%!ARD->jhb2kM1%A)+y4-Y_Jl-_umpFc!$ZIM?Y-7V? zCM3gRo>V%?q8LsAe~5~+aq?tvwX*MOVwp;SsH5IWMH)c%4k#AamXjU6I}n}{JJFkS zk;*k??vN9RBbxR7se~u{DT2Xoyt%gzo!6!xI>wPYd9bMvD1+54*uXxl)rzL!!=m5X zB+GlGoQ~rtFHFyyF30%h@#fhd@;Q%r8n~W@?f_Jvg`RgqDzk!?=EAlHRjD%$X;WU= z8B?mU?d^5Z-6$W7{|6udGFT9|KOI-IeJN^}_u|8c`93$4>orahUkGL4Ox>hJNRqT* zGn={~srpN->+Rg_xPf?qoFCgp35Q4K$(i-T)`{l03ZD%P!N!xQNn^_QP`R#ikofm z{XR!!PATvXL*?)`;2glr@2BL0QpzfYKg=@LZZ+y)y$D%VGxMD^d2@S#T;5vdSq9G< z&AR-Oc@up}8ei%vLkHo7J_pnETGhFe-xlJooa5JcyC>mR$W25qLo2~2Lb|Y$Z#0YH zd+!K$CU>l9v=f(!wk$Y@(oQ8a3gA*&3i<}`cE~9q?FW=H$6#Wb%$PzL^z6563o3Mb zV|b!ULLi+baTno>cC{VFyETVF!Ecv0p4^u+n4ge)+H(IKXl?lMNJTc94htOQ=nAZp z&)pCXYO zB{)b3S?rrodVlCJII3#&>977|$he*{ca~>(IHi8|*&M_B4S5_*RFuTgW2!QQD$rg% z&d#ax*!Ut$BjjX~F*WvaR4SemE?wjTTB;oUdBHnWpwt za{InO31>RDON|-U%!D6RjNcCX=wWnP=I{qb{L_^JaMAh&rmQIDi+QcjQ)H6&#J$YE zPR_@TD{E^WY5B?a=)e2~)jb&~E^hwV94tvm4L65U$Y9-6Unf!*q2rZc3K(!}I{R^A zpchBieJhJs`x%Y;bEM_E5`33e&d`@}vrB$?X(N4GziDOPN{WG*_bc6C7(6)BWw-P- zYC)n^$4F!|>}8$74Ngz~@6Z6PXIgF>o9dVTOYPOBP4=JRSG0tCda+P#_s0Rb#80xL ztP3yICjxhMi6zG8T*%_)3^8y^3hSncN2k-~_Q)8xXe$41y zzEwFbzZc8OL!Y5aXbs1NbmT`>&j(TBqh5W8=*lLsdp`H9hx}B?ZgzpSOV>KX-r5I~ z55*;L?}2At!Ikbha`F^Xy}To2@Nd-lopg{NyYvltfd;ui1DnjaZstWn;d|T|sO+(F z-w4~9_}g-r;d)VQ1(W;x+YP>n$9@i#mWy^eDzHR87tn&;wxtoM%$y>l)K2dktpGJvF);nx$;Z*D9#Yp!s-k-z1%7MusU-0E*Oplk#N*eMEyLw)QlR`fHe8O); ztT=9o;pdG?SKFBXqn`5xn9U)Nu}Z>!Ub`jgZ@Ob_GGIS&4R=H(eQ_SAZFAh1!^+{? z8jDSe_QUwIiT|U!)MW%8E41Nx@}K8mJ@z&~R;ykTtu#_tLS~+lH~xF+1f?*r!C8|1UuQ`_Kw1bDaid}rE=NqKXpf7k! zX6(ghSMrtA6vzSXegsYNqd&fEthCQXRVCk|egfRc&l#_KY|GYw`S11o@7Bn^2g@4v z>TL5pk=0bW%{=fk!H*LEtw??}D=44*qSl6Z1XPHPt?}R?E9L=oL%;(}U}kO%+NZdT z;i5I0ran!Z2AIOL?&c>z#z}NE=j)4IEjp0uGWNt2be5(gIhtxb%?-ePXCC|~e85XN zJO<*AHu^A5EgXz8^iEsbV^V{FW}UA6Q1|EVn}4mLG^QFH9Gei)y!c$SsucNdAB>>} z9*!GJ0TJO5ALh0!4eFu$+}W&NHCwa;5sUgQySiWT20gRHjA88KC7A69Dwy-#`2bsT4b0YoNu>~8a{9;7q;8$r6w^;fi{v!*- zG%&7ne+<^R6^zi%T8#qUT3`m0A@g7I3h|6lLkX>5eRN!mx5|{c6hS1GzD|^QxX$ru zF{HDbw6dr~7ahWX^>ZCF(_pL+$8wE-6+-{o-`4{DV~`NW3b|eMrSD>du-OvjFuBiu z^4u+St1|ICufXh?TE!X*O#KpQ)Plj6aJ6^UXn3z{n*tLr0vfO=IDy?1Rv%$#;KtAW z**Y~w78I=)X#)VsLwzkv*B!i#jxmHHTFD2hKZe>8@U{1HjI+RBr&W&3a3nj3r??qY zla=N7mWD4%`=cl+-7q6KEG9XGtKt_+6Ql~!QpS1B74E^);{Uu{O11X0$NpNLAdFxRPasZNgDf`8x7Nu2hB1}pzFRC(H>Pl>` zge#;p2M6Qrcs=!!tltukJ&`cyN$1W1hQ*+e-S&%C%k=;z*X1oXcAg51_ybu@dV=Ao zELX-8jZX9$up@(=5(e{Q%X%z zrsCE&^Yqpg7q3r;+99dkz#uslO}PJv{H$J2R6{YcmmdF{4^mYMH5e5H=JM&z4~u+n z1J>00S&YxI4%p`AhYY+K!v`^3^_P?>(@MVDew5G6XOI4w3#Dy|9PzquY#Cz_jMaL8 z7N8A?Z^#SIyA&h|C67v?-s^MgdX=kfPEZ_%V+UjsM91NMhCDDZd zQLk&4{1{y=ZHG8eV+|Sw614||gCVHSr{t5hD_dR-JSEzIg!~S+Y&$Syy3eAXpmYkK zgMC$CBy;r!Y&||u9eRBwjziEQ=;7Y>4ToctdnoH#SDm>FtF5dvN*J0i*qOV6V`rncniQpxq zowT#G5~^@Umy$KMVniOmsB+VC=}Sr!8CBla9}KC?qlHr@`kE-rc-8%C011DUq@@`S zo&~y&`6S!IkgaEG_bX**TDY@F)Gpd5((8f$muRT$#5J*Q$|r=T`?xJTg>~DZ+6F_e zSWH+(zxfNHUg(e`&qo-U-!G3$`*7o)n$kD&j3#o*aN9A4XPnwR!%@rGif?hv?`Yzc zym!HsI-e)#ENMAe3tQ7%!;%Ty<< zGa|Y-Dot7FSeXgiPyS zvWR!qcnec%!ass(=U5I9IfPA6?Nmr!g@J7z*ibdbyH_=y-X#bM3N27i z#QB3=lP&)B2Y%*;obA-@!k49NldeFoBwvCB3ke)>2D%%Cd6@rgy7#VhIdn#uU0i_; z==i1ymHGVK!GQpNoxZi%6%9S~Lcg0Fl%-v8hB8b9TgzRP-=qt{_m5I}@>&!*=tNqc0lkiM{7 zX!qlr?|dw3HSMZ_4UM_jyuY|60CjKIk+VeMc!+Lf?723md*E)JO~G+qmJng`88c(ksu_aUoH zo4-9Q`h)y?rw24;JA7G*vm`B4nx*Tm_rvz*7q>W=3a~S zCi)oHJh7)S$K=|QKbUw64UMpgA zxFV||crs5P{1gQvFd2w4;A@~@dZWdUH8&$tlwI_!>EtVqygwG~Ry1oe)Drp-U*xAB z>+|!Ys-_5-XxiD#ikZ=R`wgTwR0d%E(@+RB6k&9B+V6W;U2Lno^s)RY1RuV#)pT{K z>Gj~}18chVn@*S|A*=lD2(HQr`cPSgyRV<+hY8X1)0NW(9Wc|y(k9aC625M)b%j{L zx9KkFh%XMZr6SD8?U_SEJYafgW2lp0zjC16mfPC~DFz>H95V4NMy(ai%he2#AviQ7 zPoHsC#Wx^CAnuSC2vhh0lT%O^JAK>F6g7bOy+as7B+#%lv5WQaj_=hO>nqI;bTf_3 zg`ydQn5kNweADpZ$8$W8u$OJmOe?Bh2xTn?z0+4!V>LiZRA4mv%h=j0=Wj*cyi=aQFcdN{S+y_Eghd*yn+Cdpopqh&1*FWLG@Jp~U@LQr;Ijd>!(uaR`1zbKqGk5O! zIY$6K%to~eumm{qU&*J`jA49VW8Y0;u^@Ac?E$EfLw+4#O5yaZGOU=i-WvB0ge&RT z`F>cI#=L})h1`{8JZmLugl3eQXi(<7=@Rc|P>$S#*MvX7s?CU!6b<#r^@Wa}n0vz2 z=quf$OyCWZfsf@MQQguIUHdG8ZT*GJKhl-3Kq=Og@F$|05rtm@+=q@i!Iv{bLmu8Y zZ4G2?wb)qu?m4BH5{}zmQSRFka0FHAa+ib1zIuy;KL_F#Ya2{zS^EoNkFrPFhhJa$9t{3(?$T22y zSRR#;2Y)i6uw)=a7`g*>Hi@Z%&Es7n)FJUoewo~G`i>hg2l(637-%iIUVf2+XHGJl zGKXd_tV^h!jqpPGfb^mX6oa~mjEPW*Ny$h`l5<&i^C?w8k|!6CnZ{PqRni@_#&wB| zc{9*NdxdAmuF_x)=(oP?HrOCZK54s~^-a~zh9KIy`0H{zQuoRE4UUu6cyA_-$`(57w08AWNJ$Kwg$fF{%-&e%kq{S1~(0elVl(M-O3VzI4R$J@3Arc7h3uJ@*!ml zCt6$jR_sU=utK7hXWgqQB0@r!jQ=>5>)0Dp+4edy@EK_7O6IGgW0|t=o)>Ziu<=AwgT};4lWeB*=QZpbCC+2u^ zaK5n+1{wU4l03K|g)8mR64AmfO&uky1-EuGELuA{Jp2}3j)4}a6Cx+qYw2mDmt@%u z%3p()Sze!e?Oq=+1Q646$PnW0MerfWF|)~-JiCQ(k2sMO~}>Gj%QH#CR={TjKj6rPf=N9TzM&jdSaS#n!IdNVHatH zZh`$j$QRO_k_Y{Lf9jS z2Hg2DGe_EcLWhgajzn!fc%uE)yWItzIqs?Ch+<_Ks2R03zdB&3*|0DD+g~CXmgQ|B@hqLAtU*T_ySDlrN`Sgi=^5ik6PVJX*m&KX7 zW(Jog?XiWEKKT`fgAT>b%pI(*N$4YWiwTpOK>c>voJZNr(h=Wc_m07t+P3)czV-`S z^HP_8w1{A3nVHbbMIB7*Kk(2VPaGb~NCndwqxAo*KMbRN9P=FXf43E=oZ#UddGQH5 zC2=lmh$OTf+G4E}JUtp}iq218yQ)v*gs(_KXc3}p9$&=1(!J!xW}v6CeQytjcU|lw zt7WjrY-eD&Zoqh~(`6Vv-RTHww2rk~VR$kRADGAvsM0@{q=5xIfgu{LZqW*EfiByL zS`3wujY~(?68RflEw#Ih)`pIlC8@NFpehi)4V9cVOYiwS-rvK8S;d$b*n5hYvbgYn zhg~bfZOIp2Ahsy$A7D|{L{$`dbKzM{iq`JmZMj`pEF+>IzF}jgy04H-A=7Cb`gfEIqQ@Bbvn@7KIG}Ic1nhJKJ$y_&Fa$J7%%S(; zx9M&jD#$!E!Bd3;^9oZ*UcOWkkhUrsJe=9^%QDihH%9rPz=hE1yGMR0<$I>z^>um%TDbEX*%;`ZPBK?SmweO! zb7D_t2qtk5uA4S8ULX@GlmCUmfm0^yd{L!Eknr6&P6?y%eQ?^p<5`~?z*t&P4#3?w zGTJJ?#|8L1$1yZOogQmP+^dI{qs`uHvuHP!_7T-)1p-)6wuLp!g$Z#HLo&Rr@r>VT z@9cFR1VN;gMx=|YLDOko{&*H2i;mvgdK|d_?n`wl-h<0mYG~VQal2ds!{89xUYDty zNFLxVevuf)#`GkQTa1aJvUuB&@YtFK^GVVjK9VRyh|1@Yu>*t4!D^ z(SyjvhV9DwX4%NV{7Wz}jzA-u3;hD+nU7x2GHRFVcxJ>2-$cIX1_xDT!L~9boMc_C zl_dH#x;rKw<_2wB==stqFk^eVoosg>;R(FLTs|_#{(jDcJcITVO*y$^Ylk!-(MA4=}xY%!I82?$_ z4jLl{{ayYwVLN|p+3D`Q3XhmMTVr)UZC^_Iix&du*Z(&-YLWv*V+I>GNM}g^ZGoD6 z?|QIgH2gC<2hI4LZDGLXozu>qhHI@8?8AO`fKEmZkG>wN+!0Al`4wZ9;UO)#9gvn{ z_~V|%Ke7Bke!JsQET|}75Wj&^y{O;o5Ro(1m2O?eCVR?TNYFXuWVa904xPCeFhSiX z7IDQLcWm3&E}-GidPElkd!!;mdt`mrBOV;AR5bQ>zU|g@lO@&N>|`Wck|YB;kt#&T zSWvT^6wRZl1W_ozFDFVTByl*R4S;<&%B%`G_(*+ajt%b zIA9?2<`^#tIw2gy4|Btb+j*5C~!=)sYM#-UDS_B59Q@T`AQbMUg zq?GQVl@x{$6hr}OLFpOk6r`nwPyuPAxqHs{iRXUj+_ml>XC2r2%`p47_q+Fg<9VJp zk7Q0qu~udHWmBKjO0lER;`50XXT+c_RxKwsV=Rx^0(5UsdK|LJtzCWk7-Vgor-aB)_TQ#jY32yuy^15DDB=8_ zY85TINcEl2kW$7Qn}EBNZlojh6~)ikE~qK$(3?V_e|lXpFF516G^no=H%7dD0G;*9=4f8G1v z)312|bF&7WG+>|t!FC`|q#wlkfp{+RCNCbxhzar_hsM>wa0^G}Q1;AJfZ3B(76PR7 zu^FOJAUgh-_c}H2F}W!@)6FP(5RCfAa*L2L_FqC)kvTCLY4e1RhPPRpWvM=MgMj5Pn`AQz~F3>&~ zEM<;_rf84VfDp9(l*=airU0;K&$39_AU>}`RIU8w{3akdo6NJ%B3@G2C*^L6Nn1(T zhmT{>JTpUT%Bh1~ZMUu_7&RXUL*eK^QyEefJw{P?59!F;q6>T!X!dB!uy2! zQRT@VK(eA;WT##3R3x4t?0Tams5oCeyjZ>hk_KLoUsYMJCE6rC4Y~EbqAGY_eG_40 zml(4O&6sDHY=-%%o7>;$YPUE{lU0Cy;@WFkZ48%x4>G!+WTk=8+dg7p+XU=GNcbGU zQi#WsL{1pRf|Sh3i%W-`CACSd^V$bXB2(?N)Yk1wOe5YKH zR*_`oy`2idmgrX&fRJ~3^;#lKI4`g)7&zPll&!@2D#d1P;ydmY7v>UcSTgjDH2nG} z9F?;~#Cg(gzQ&|~`J=RzuCQNy0CX{9LI@dz1=!eV^2iriLN0T* z@r95KY7{v)B9~AhJi>=T(!)w8W1)ITH!aQdyshXT9RX_Nuwb$w&aLNb6lP^lcRR@6 z8hjk88CFxK7XNJI7a_3{){ORlj5##U5&Ry1eM98bwuHvsJxuE?0jbYk^P-i`41 zNyBX^m%h4051T-ac!^j$Hq&v-@wCTDpGDqE*wwmhll!ctBaxG7x`GV#9ru?b_uO-M z0$mp+Do;-h_LoN(QZu3bsgq&h0Xvmj4l{qhJN{cp8<_eleSZdXp5IU_R)&1%8?5-) ztE${Wsw{PCP<5*jkxXV*X`>@+x#uwv@h}GRPMGCKjMPyEHXBR4t-%Ac5%Fp6{DTub-3cAvW6zY=a*Kthd3b844^q_WhVPQK z4@*?NFwLYu=|JbgcsQse--C+4mFIW1KNf%e@ zOo;e%DT>ZB7+Q`DF^?bm2?a}o%A7QXoW!+YBku|69>2p*Nv_oRU(B^9FZ86y#Vb1f z?I(-VG;yXJD!_l>|7W`<2h^DA#(!tv_nq22OG!)56yIVu^>%{7^atF2$Ui>@1LP-J2X3W!!uzxy9F zKD}3NHv&}`9`f|vUunzHZm;m)CkSd|%P6DXOP*wAhUGnKuzvO@RrkAsl^yuJWwCqlNgNKGR|N>cFd65#rQP*{8y1R3yG*cR3Og)>J?UO1b zz%d-sr1)}0{iFmZlKEd8Lml84jz7^m;uH=eBA4m>@TfQ4nEhuhI^IcjsM-Wm?#dwt zWpND^NhR%|mExwN=G(-C|CW(PG;eUdx7_}l6O)k$_y#EyFc(`5Lp{=>qt`1S3FcR*Y?L0VJ$_sA4jb5Au`lSkA2t`&zyZHMErlv zISB7C7L)*TUR1ICnTg<1Lh=*wqp#lG;}h+~gS#_QD$RBH=DvFSs{dP%^18f5$1uKK_=d+0`|s-y5cc{-s? zeedM>?(9x$;?RtuUN9dS>AzeKra|)Egs^CsfH3`kjbP_eu?06@kIY1q`~+eDw(2$oh|2SVd8?Z1ob{if~+( zu&S&a(zUTTN-rmIT*S&qw#3yralx81OF6fo-xiU3MpPAxMQ}A|WBm-Wd>Lj>U*1f|1ho~yo@xk zE4TNuQvX0%3Rr+mcs@#^fO*Pai}~l<`hw$KOxN;$(fK1s4Ul}i^2kgU$JJPYsp-$j z@@FdUWA>lR=>6J1U&6r=b%+4LrOo&va)VQD3@_qWCEOQV@OAU9sC&%c%>2LeOw0pL zF6>V(cISW9%8?>!ezMqPQT2TSoms$oCNXwlZcp<@$@!0*FVO+!_XC+HaL(sopbW2K z(2aIn*4`XBA(b1k$UaLP#GrS4=O4Hf%5QF<%y6PTw)JNVlXLwA6dGZ`{>2nuj|Fz` z6*TJqg}Pdmd3|y|=-lAHc976%u&~X+75cFWh3maw|4=mEK3{@!Z{QG9Hk}czRz4p! zOE6_{yc*NRO3Nd+=i!5Hc9&TnMF({sFa2}(g2lyreaQO-$?s{9$B9#CVK|8hFFi|L zD;ysuW2MD5>O|_E5AL@U63m4`i!Cs|J~)4rt539Wp%!3x=)VjHzvnA#;%z4JqcP6^ z=UmHyx!&cz+x^EtmD2xW@|7@)uloUML6OCNrPDZY#~!ephdcN~V8KLrO_9qhjUKfGz_~IxA_XJ^)JHPG!d@d6#lgF=|k#hqGj$jvF`4Sir z-y~yN^VWY?3|Z#8ED*S-4VM?h0;etGm4A+T1QTJKp4@l(J)*?sT&i>t7maWd7u&Ym zetWoh4=*AN^`!XEKXCrq0xG#BLZ+g{eY_s3v9uHsWXwz*Ij4tt0o}i+#%hBQrn3y` zw`>^23$Z#Lrj_OFB8T-}u?DuQ7cE!5hH}6&`EGIy&}^zn zQrC-HY)i8G#+vZEzne?M)nJQDFc+6ynsOASCh_gQ8ngdQ_&^2T#N;H>Z@YJNV=WW( z9KmVF+Wj0`^y|*>b?55A7y0@5^B-TFS}*lzFo8aA&j$6FFV{4260tP?h3x{YACee> z8sqm99S2|jZ{Pa55I7>7ryGYJp4;6347hGbI^WU*0>?`!x&!%%&3Yosy5v7+>QFrI zQ+PhG|1X8d3m79Eh^bLHw~*_E!Ow?&zAd|l`c{4==VXH^xQmWQ>Hg`R!GGS190Q6N zZ|1eAOZ54C&^qHV4i(%=AE;?F1>a93T(}I~eUH}$T=3t!^1l`%uSpKBWw>h<#km#a ziV!|pV4Ix)KI2c?!d(8P`S<6~et$cd8aSMzY>f9s&kaDHojmhHuNcYa{>tlevjSYIcfaX5`z;Ab1J_+;PEz)7X z^G5?bcv9EE9c`FN0o(PC!!bW8?&1B%uR7vjHs*kO#vdeoMsRb_eGlNqGz5Y}c=$oD z)!yt_dO{Ebgs&KbkviWO|M_Qd0A_3HS_#}ae+H7+mDvGoJ&zaH7rAbn+@n)Tk*MTr zlEC@*bhb7oYU#Y8_b1u_GyknaxyibpurR0itAON5iI;ugKb_B;x#O7I)-2)vpN-=v zkK>EoM_4N;#VdE=6$R`r*0#g>oSaXW2gY?PJ^gHY{%9Z(OttQFCnI&O2ckHxf(fnO zb>z?swTc=6|1xWLz^wI7cuWYKPbhsDmQz#jgM3qW9!J;^&-vA9~#I|BT!b&ps{n;EN+!6tn3jffJ`2ljw8PM_Wkz(x$y;8+m`t@GOC!k~X51rSU`0Y*e0F{rqh z&YtAO2%4sqjf@naKJ)ua(|SEtk)|CkF+4YbD)QiXb3F4&NA}qdtJCIKh(oh9RL}3( z|JyYD^ID*fXArw86YH%Kox}q9xeM!jRbT#wAU*~h`E!@Rle|w+*nqUD2=A8Vs zVDS7A*zyabfgXpQQb(Ncn&@zhxS^H*n|1{*Kq%&J*-5%{zG;IaI0i&c8ZUlSg`V8I zknn?9iWl~!^6;OI9zeRP0ki%7K`Zp!?~zB7e@hpC)tX)-Hu7eFHS#K+M$BWQ0_zm! zlmGji{p-wHnKDi;mpE&l`*DlZb$dp1c)_zpiDcdrSYjbAioK0H=}b2fy~8 zy%ncyWzTg;@=-O`>#*~~Q9CcsimILJ`3Qfnp}Z(17<`+>kp20i0W3TlJo7eE_StK~ zACA1zSz%vQ>;ujppMR4b^V$p3gW~6p2AaWZYx9~(IM1oHf;CT(J1V$@0}jd$9qaw) zOZxky2E)DrhF$POFz#=|R_g1{AjHkoC7p? zQc_Z_puy7>``(NzOMvVu+%LVoqf*`=7>e!zWhiR~sl_K8^UFXfZNy|^)_x`3%Q76B zJ%a`3C%_nzVfc+>pyq+Z=$zHY$NJ%!U+A4D!%&N$OX;?)^iIVTjhk_9*Rw(sHv<49 zIszcDWHL(8j$%~k6U&49^-0l+1GDW5pV+zSJoY=rQY z)FdwLXfKz_UUBO$w~br~KSsyOH~TF-Rco!fKhz3Zh|#G8kp*moZkjrSvQXSXnU20v z#DMo-6imRMF}8to;-FUmp1e8e{V8D6MU9F?DPIz((lg=7kn()64=7%gvH*e*2}Fbb zLi>A8M!b%K^}0K>T%h5%%$Ww5^f^$`yof>78V8>2+J59sF7Fn*(hAwVzE%E)8gD}W zh{=Cva05uCwXaMh1nlGkMLn;mQ9hMPP|wQLpH+LEe^Sl#2EE@`&L}HQoTx0rWIii_ z=R;}tWxEV(^40c*U4y`qNal`&+M6;9uL9q`dL-LA?VQK7YX9U^3ncYCC>^Kxx|SA- zzMLC$ZU~mdEesyE6%+)?`#@i=<~VkV(Wx?b!(D)kZ_Ctmt*KdP82C zYwp<2(iGtP^9-4>@d1nlTt%KuKXm;4v(nJtF(6Dp32pjB;7zX*6uN@J%syvp6nlde znT2VO4#i+12_w^6#b`&NQ8z$c+}_gr`Qk1%cAuR?mggO5U3O`*2rO>^#t#Giwb-32 zI=QTYoH(2fqWxr}g#h`9#uCyN$3Qaz`k1+9IRLrG9~&QMP6Yk7l5&W_%Nib7OP8u+ zKmmV2xc%Yf>K{NmG_=eGvh_8#oW{e0Cg^_KJdr=Xu^c!J*oyL-+OD+lGT>r-Sb^+{th z2P+!0poi<}6>^pF`1-fS6&e70ElbhObJ&jS01g=s9{^F$F9GZj-!HNXWBF^b`Ofn% z$jA6Ad#;r;B9dwoFrdO-6>yi-9cnuLzRw)laG=|@>arMqb|`_`WeH2@UX&lYAeuoh z+e*!Nj!VRU=4S7L>M4dAACDdO)dibj64mfarbnQw#PmlL+9_7h`CjDhX;)b}P@WrvAA=)SNN4g^awPYb`;X1A z_wku*iUAVIge;A)KF+I`9ULevtr813IQr9oQqKl}{rhk9(X^0E2nJh(UA30To}zniHYl{PvNrgJk%Zd;!KMn zn@C59Sd??}HE$+T+rdhiiGwRFsA0z#hD~7rrwt4=`ivfRRDQyG?Y5?LPn6zn6VMJS z|60v9knXtvPGjPn!{NgDYEQ~pjIucl@QxzoPQL4wXJ9Ig74(u1?^Qp@zu9pxpKPcD zZzt(v0AeK`x3S|Jedpoatw5eXrkNPhV-aj@ByjE7O-Xxr5D~=_E!(cKT*y!EI?DxY zic&joV0CYB?7rad1Imu@YY<)GUujDD?R*Y&;nlvti14G6W-+|yeD;L<_o5-k7;L*A zo2Yi+mz(B320K9GpN#o%ATrP7%AngTw+z-p5~Owi&XXu|7}M~r4@G?iX_`au&Fiwo zZ#lDfwD(3ILT^nr>Nh$-M85uz=R_1^7{HHgUVe|<@(cu3`Pd=6xedn}<;!G)nBD-! zx3Ni=j^hmr=|kj7dLYVK7FqC5-^K8ZH>4d z?%x$-g?u!joWgo_n_MBE3r{WVRk>|@TV($;s5tGO%_TBxcWIsvYDg}7dKR)ge;N3F z72Y&klF_@$ND-C$M(y-Jb$tl2^vPurh2Na|G?Ot(-E?7Aof{QEdFE48j%gm5gkOVybWIceDbT%bFBCRB5G~YIcSAdg z7N4aOmpc4FCch7~&BjPR`+yTc8z(CMz+~b;qK(w)^RPxN zWA=!+y47o{*{PmKjZiW7{nH;tO&1AW4#IA#y>zeM7FV<|m3w`oReZ8c;E2O+ls(E} zg)LAlbIavsj^X7Co+EGG-H{DI(jlDJ;f&6jlFl&#Dn--MV~Qqa-vr5is5sh5N#=z< zA4%9M<2_k)(e!U#-|-eZDu>G%*ksjc?|Cg==a%CgZ}l2?H>|pI`%UQDgSd9KBgY$o zFHNO~YD_+Uu7PVl@Zeu<2pmflXyVZoms>C5Yr0z!pi@)sQoUvPe9TmUY%*y!u6LnV z)SCLj$ZJl|+d4neP?4i~sNp0nQS~2hw6=uVaVqa8Rvgq(`+$D-^ZR{Un!Bw*zs6l` zSf2-eol73)Zw#kfr46kG%*w`Q;R#NNsW*$}s_=xyqS0Gd<}p}O`h;qH#rBsI;GAQs?K`+oH|bByJ4$>R@PXwZFpv2L9R7@`vW4u z1@uzRA^b<)DaOa!5}F|WXboT?RcKNFC?qz1nQeV}JpPIC0v7+(_wSmN^lYV(v<~<^ zFz04?WBc>y?U3s0-*B^Kxymglb(tKpm|)sNkipR%8uLmv?lt=ifP8szGTccu5PN%1 zpzVTfs(Vr!)evC|b3m--zGwgiwv)3Eq{=2hJL{-eh=3${5n zP4dTc#?70_w&X_-1|<<_k#_7Y4{3C5nybK@o5L}GLwjutEKS3hemDf;(y;Rn{E(#Zzl1yC~cj#W0IbxsG6GZ0(*sqq` zLq?fb`(x8Cm!z~^wGIEJd`f*cp&9F=weI*A`?ZbsS}xg7L${Eg4VulMdNvmX3@Jm0#plBHBltr@C^jb*3S5Cjp>wMB57T zFK*xhw;X)b2(DZ064MyTEDfXv*4wJ($|DSqk}<&^Xn#PAOwGTooc@p(8nKUT`8^?D8lYFXbQmX0Xf>1}Mj+mf}J~!-5ylrJ|ek8MT zPaEEu#2tx&y-5Y}WY!pp_fcn?+iBlj0-1p$212k$8q}8#|9WWm3ch zqzxaIJ_`Uoy%E$R-99SQi}rKclwaiuXp>@DF2fAF$8wCJ9}m7rtt}JqPcV!WJEl$Y zUB*8)=EhYOZp45)9S~YjH68|8XrvV;EKugw;buSFytMy$8T!DHp^uBQkK^>)lQwGG zSn1d&hrwY;#;0N{cpE%VhJF<~Y8o5+ATD4mbVJQ;4dt9(m%?+mnbUe@ zIrjks(rTp}HjHv8!M)qHpU+}xP{M~o>%!KSs?Aa$Xw8qSiu30N(wTEUl7Nq!mz&@+ zOm<0G#hJtU$;d%$=u`1|t5yoN07w#sS88*5+=K~KtwDQ|L5fReZGxmC6H(~IqT)B& zS<25Lk&OqvZf)+{AZRG9Khx8tzmapY>VSUawv(a`l%9h8pPj^`agR(al#A?WjwqM) z^T>HZZ7(kSAu1pQ>3bxRu6xGFb!A0Z0E)HG>$tp$@>6T$CwCb>`Z5wSa`NxZO2UxP z&i;ca|2Pla8t;^j{(}@W?);7AcX_-)?zJ9`4l|sTk)AP7d|0VnFDH}5TzxPJqfcYn_Q`mkNZTq5Zq0%jzS~^JIP8Pwz2KnBqX%1M{xE0|3_HS=FDY z%~0E#S96T|WLEi#oF|k6KmP<_rNqSDswM-16&qIA!v=(d){Hfu7J0*5%Ga6wtZPu+ zhYihRK_Vw4R0TzL%pshkYUU1cLfQ)Imh3$CRFitAKnj4dTMHdw6qYWOT2R0AB5T;v zxm#=<6Hg{EV|eNFby8;br!sbDTWL+Pqj=`qWn{254d(J3D$HLq(0 z(4UFv(Me8O$#RyKmVs?dZ5Ky5AZ~SMvp%W}6+{KcebqGW&ZS2Wh+qrL>7D7z6FGMH zWADf}X&L-RzoG(~#}*&Q5?tHQKYq~u@n@G8X!|#iQBZgU1c-vK?648W`P%;?SY=`{7e37o} zSe-tKH?)!mu6e&4hA<@5oRa?8H1dNL;ca?Vwx@Clao=YjC-RaGHbi&~o)|0|%kU6l zeC*C1uN1RhNmO_#p5uqYt!8-Z{GKpsa|hr)#idAjXo5q<$YHWS!2!C7pOa|-2`40k zlGaMLwWKw`msB$|=Q*bCt+Z2gy9u{iE1NZ8=%Z>B617?;5r)LmP<);nfkQD=ILmBo z1bv(n3AiB-O>SjnxtbG4|JBu|?`Rmdf2Mp8LQ57e^bed|R&RLy*Pv%(XQ9aJG$ z1>KoUY6QjyEZ@rl-UN91SOrTuHT=hQ=MDpX0ZIT=OzupcsWAT)-c`a&%>}g>(eU?!G}`5*A9P#uwjH z<@TA{xfT2Vvt}#u=I?RP-qUX1rziB>B05W}2YDUhOsZDQR))2zK(8u_j5fO_?K^_Is#Hr8J*6vpdZ8)KOTdK%kG_gwv=NRuog9ptZM46oHZL7B(0UM$s!O(I zTV|W+qYa{4hV-cy&Dbn`mWz)>2ubd__t=|tab2voY?{ z!Yi!nSzika*4Zne79=LRp}jFYv3#ZK``L|lu>&))6ah+j*3uq=9q;3IAKbrT`_zRZ z(2;qK!@XxYINoELDs-PDz}&VOAyq5L#ypzeDc;v4t&Eb)^dPg%Y@DCtKBP?rN`5X= z-YeF|ZcJ??^|d1fcQ=-%J~6ZLA4#nBc)Y$Nd(tB1TorSYx`Jgq=v5ke|Hjdc#pQSG zZ&OVAf0;jFCuP0t?&|Mo_FD^pQ8C9r4&DgV1h-`%6z6rHMK+Z-<$qUq~yfl#)SRKPPa+v&O0)X3WqstkOU{#%P?rnA}ryYeds_ zRdXncwu{Dl?Y7df{PD2k0DA)0mKZ&PP)2C`rK%ne(p?eb(FeN&YgDfalYPMGs5 zyZg*g8oJQ*$*~2%m@$9?oIi5V;Jmgb{~SxAiNp0;5^nvmt;F;!Oi{08GsqCZ;N?1R zFu(LTlter#o*SY9T_7KfhFC+-VABwglpTbpBHX65=B*@wFmC>SIFgK8il`7f5XuO9 zndlw&?BR~rwcH)4ep6+SUiC4gVcFEpLWZ>+22wSjjq3tB`|D}SQGTt@!v++>=yff* zxv3PXb;6lXHzEfQLJXraO|wsXqj{wDyW*rL(YF@w@0TKyOc-EV50O1XU!%mv8i?YG;c2}GUAA<3#Up^$a#f_i;yHVtHNfD2%w7! zGYsRUhU>7*vrUR;;}^(84 zuk9el5iS}jZRS#a+hi8yuJ-7X4VO+`p~h31GA($`tX70T-$8L)l>poXS_OMJn6NPS zgwn8@t$A*tXwgS!*Ur-Y@?6;BSj%uRrjWqxaLwhOb7lXvHXyYqm;>W)$>uQ#+gz1x zmepeTE{8V_BJC2jzCypOfK+*JqS>8=v1a6D5K7cEmY4O)%$|LdiOFtCwnz<$tDcR^}&{__biy1*EkTN2L8g1xlJa%MPY1@=1 z$z$`nm%nUS=YP;uN40q&vo?M%JwXP7gmQ1+IKdS%e&vKHCh=?c#133ggTBnEo$ko? zrU)qoOmkWVR5dY~%7C}InLhKfdi-;UcU{5U2V&Q8JWXW|Ha1BIyMBgozc175U2Ki+ zSqe|;#5=fF_c3Y0u|o4qR-MoN2whtCSU#q`xySL_+J^!u!5b~c4)tsqFKOWewDg!!UpNFaMO;sIe~D2rHDBn-p`w3h_kC(c=qLTSMGs+U?js)X7$0 z#B+~BK77V?YjDwxE?tm<%+ZLz3Dru`1~zib2?2`}gwtcsDcc#txEhyD=^30j+ayj} zJc)K6`X?6D+7mz2?hSPYT8XFb{wz@NC?F#G@hnI;=^X!t~~LT zVtA3qV?6_kYX=qksaqS$0=gQu3=+txVFyP0h5Udp(lA2T)w<3#oz}Teao2Dxzz^EN zDr2HTlR`Se{pQ=~+wJc7-1LPZ<}be_^WB2VU9j_TyxW#=$+U1cpY?gWt2TUFe6E9qqUf2MSr-91 zuRJYay_YY9=}31Pu8{>|9JkBIuxMvc26VUVTK@&5bKhubbY!+O7tXGnH>*f<55F0- zeIe4{k_+;@tc^D^2+l4pBnzu=rii4XKk7^nI6!&Fk`zD%CJ10XXF7gX>WZOGjgJjafA;P#%4x`Y*@IxpW+gNMzVH9mQ_ZBPD=IpK0`ltP7YohbS zqu#!oamTSFeQ0wkcMG+i7dn(^HWg)$yGSMag??@nUFrC<{kC;;T#=>PrTL6!dy7=) zkjUhYG`Z!6E^05ykE4M4YLCUoYxurC4u0Rw`_d!tPK=TZklz~mei8M!{hq*+6K#N{rp4L4TTT)yFv50@crgvZ(qV9o_Q|LyBr3#`Xr1!e#Ct42 zK&nHJFqj&?LZmbngpALuegJ1sMm&Nt)fEY9AT=bW7>AamG9m)+)d~A`b`^2N)M(DQ zZ+FJYNThtpw&HqRI?*f8CrBAzP;ASU($6PR0EO~2nck>4*k1QFXqYhUgJ!|B=A~O+ zeEAwi70vJvp;gB@`@!s%N8{Y8SnzIlJ1h zgVDK#eeB8{BRFq%BdPc^pUJFJL2U`7C}f`Hh>MK}u|wn3Agf>Ysh+pEzu=yNMTpcS z)#m*8xyCnC#QJg`#-Cw&Ek!pI_Am*i>>k_Ajetebj+rDo-WZgrpGSzPTa^(CXOBC; zLzEub9;5xZD`E-7@%(KwsZMs0`e%}mq3y@J0Qa$pS4cfj+mIf=; zIT+$2`!PGk{fwBK4<4xo4J@BQqxvsR42PfaPH?ymf0FA`be`J}^?+7~JCXFU65=58 zeS99Si0IW-WY{mZze7`Vw$7&zkPB&tf{RT3_!%iI@LVq4yKZ zJ6L4;Auz$mERicW`Y!FzjpF(`NbSu!N8Z<^bg_}%9MF~3HxkDoU@)BF5G1TIrxG54 zKe$RMHzp`o^ZHWDm7_WNna^kAVcR)PdEW$T=B!!bw+W%@J-x2|zCkO5&LPapRIAG= zP8MuGYjrxgOJ5vH{m4EE`sT8#5;R8-|J9(rO7q=R#EjJcqFE^?d9&k+Ja@e37)S-) z%8R9;w7tm6B=XD&)^@krL-Jt!Ow#`8*m`Yy2X~Fy%W&>?`5!&&+y^fBE888PH=k}s zm#p>|xr}uq$<1v&R(a{uOftuf$XB7+6=a)wOvU?XsnqXhlCmO8V@A=GM>zh-P$p^O zNLUPEKS<$|bL`-}wZ7BT91B314RB?Sy&h_AIqYe=T-3$oNq5 z78S=T@ljg4=a%|G7&8CP{P&;NPcBJBstoEf`|YmtbKMp!aM?ldZgg1=`yhL{<5`?h zb5HYdD>9oextC062R^*#PL-Lh+V7e(jh?#M*Sd38<{gyc0Z~?RFgs~Gb*oAPoWW*h&AmUvn<5K4=7@4il`T=9I5^5lFHwXZ45t{TWd=?RGvbd+(Y}rHt2UsI z;U(*HYQr~FDt8kmVfWgzXV$bE-HuigUK>?8aDQN}DYlvJvY&NwQSDX(ZyY0JI{9ms z%SsWhnjEPwoAcW>?;^;mnvZ;xJmlt)?IB~KEv3eg_kmFuKBN(Ps6`1xbs-6K?+Ck< z@1lhv}BGWfh~1_3JzpB`LfCLuc;n>^o6lx z6X`PCqJlA{6uh{u8?&ZFUMfdKqo&TfjIq8<{H&Ib9iu&zDZIC6{Bx=sKCWAkj6`l7+qExLBUE&DajVPT~@9v_tna%9e0c zC3ZW{NhE#Ciut7Tv<2zFuBm7=Xso?RI>NWcVjAZJDac)bG*@4>eI~{%S%3_ivA!kX zepf3@i z571B9R+^;uD9q{cW6b%%K}iO)n#ZCFw~;}_beGz6Co#|FF*_hNCgqdyIrW-FFmL_6QzZEOz?Pa@eY;cHjD z!|_J^PKDviE8_!zW$scjGgk~YkpZE3abYX7(@)_wiav^hNr+s4-)(Nsn(66!hn_Ds z-RaGP!&fp*?W~v$zp&<^tGG3YxrzO|8;3H{>eV&e6d*srk%ya(4+qK$(98!!=mm!} z>$BqOvxV;6O1#5NtRsP^mJrP-Eb9_Q1iDzXi<#7eDQXVdCmYM6UnS&$V40g*N)LM7 zb`W&zXD`>MM)g$ArTw&}F?gFgIA*=*BagmX$+lGh!xmdD1<2-n8cz3Hl9s=YKT3AL zgstWiX}l7|!yV674guAj53`pmhz-68p{e82Se?tztx9M@$(}v&mi3rgtdAyF$+^sV z$hphlAFd?B*WB_(Lg%5+5ce0#5G;SZB#ynM?Sd8F+J$yLM48B$j9sGKUA1!N1>d2* z2WU!C^N$8zVqU{7bs-PQ-Nz$pwz5$*D$CEVL6Qh z)JXnv+ZW;%6JMty4ubiF?}N|jg6KG*_-t(=F5G0rw;6sFN#lv9w}yM*J9#cqq0`Zq z$nFWJ2;@}4H+An4Fh0`bkK9DLzkmCo(rzDw>WtU>I-nTiPW zdTL4NhX=&*9~Kr$mkVMT#Ixgzm!dkQB0jwNII-@F?W!z@6VI?}d3HGJewPvw6(uvZ zioQ9AU(eT0i+DCvm_g#F+n6m}a+|AZPU|gTtUmnafQkiNa=z*Mp}?vf2B*Bs*X`qKN43wFs~wAHZ}L8VR`+^3_?YyG`%Q9{kbQCYdDJ)l z4*;5#pC83TeM)P4A|k#;`Yf*|sgT=Klq*V)Iq+?zJjm)r3v$=4H7 zHBq9?;_R@F7<5U;(@ys{smR^4N^d6E!`pVuvb^$+29%F4ygZ7B znNdYyU;gPHwxS*{8%wlC8XNh8Z!8Ll7F4D|0~c(5Nc6W<);$pwy-|7N;|lm7v_y}%u^XF;MgM}9V5DCYY#^;5BLv6w*6OKg;F2%= zh}U!O)RceIFSRsh$Bpu1G^5#yOROQ6_RC*Dsg`$I^bK$1A$#fOYGPBtZef|Tr5v*&rzh*72uVQbRh)-6cP3v9^VgA_nD_ zzbDPUxYD|P9eqJpv$X#er5$=MVXRYB=Yv;@RJI?Hl7>u?XttZrySYzo)#W7{g?cf~smUl5a)JLQEO;tn^+PBl z1c>QedN~B{xWsOJk7SS=8(Ow$uZUybIi~%TK4@~kg{&YlZbfW8XuzTK-GsXDI~qkp z>sZ?n9yxjmpw_jIo5TE#mTrGAu7x0!SuQ$LfTCgvka=U|8ci%ipI6dKQK%dY>K=(0 z2wij~OmI%UhT+n(eJu_Yl-3Zd7y$I6^&>*W<|XMij=M}?3FTc zO&Von^kS!YDKG7l`vkiRK1i&dGuqh72&97{jD@jVi(S=0ZS-x?Razex#pOhJXba~L7D9vY#efecL;>Ny-AnM;s)_sJN z%~%vD?k;B)LP|_7XwYPrz`Oh0gFMmjGGK-t9Q#r)+)$qX_(?L#522PPQ`URw)l78{w$CGN9O4uYodXf+xE>%)VOy5Qt= z#wqc?%kWWP1RSHk0pAy}?e(r9FC#lv^qq?uO^<7}EO?762kx};d`jr88NqVm%P}}= z(l`ETpQ=9Okg>-o?QhQ&5r+}$b;lQBYr#kl16b}m+Ubk9O4kf*g!%2w`EJ|iJGVDu zTAqD+UV)4txrAwFhr#<&r-G(Yj^-L`?c@VCv{z}l9;65-+7PqW+wtb>UX3~FWHGou z*7C?zronaqWC*{sV)_c5uAiL>tpXhAAQc)&(7ZF&dXu(?0EM4T(@mg%D|Zaw#|ch; zRtQZH3!`pM(6RD}bg=KS2 z{h9Uq5^<}ArK6B#!H7|fpTU0ZwcZccmp{VYr88@pSV-qw^tBZo^R>eeN`$o--;t{O)#cEa?$leS+1k1KW@gP0r_ zOTSiFeZ;=Vsw`YYuwIXWAs`zq6m?D~PT)xCS{Jc(5dc|jbnaWO7Tz!YEA631d z4Py*uY-Lq6>Gtp}z)9}ijT7F`N}bKfpa~I;eDAmLSo>7k?JEpPB0|9a7JjkvMJShr!pnIQMNKt-=Fzwy(^` zv&x04aal?8iB1yn+WL6jjre|Mraczkm_503b(qFRR(0K`Xw180%>7f1^<^acGVmmf zGF8=x>j|l76Ewb58q>KZ$;(hQkHH-iSW=rTw)|0vu{?bzvE(-D$@8X2yi0AeD|!|H zfFbHrXl?9p4SzKE9;zMIU7fn#kEtpXW@d`fZZ|9)wR^Jo-kSRwW<+Xt7ofo1OL8BP zs`?Qx6*CWygvHoQi5#QnLVjK7=O$#GQX*e8n9m5oib^AnaEwK%&%S6hCrEdEHj&=v zw8Hozv|hx(P~2aEN%|v;7I|ykm<;8fk1YEzdBi>d3MTw2cRq*`#lV>nJ&9kZ?_@=< zwFkv>->~6iyTXRkFSKyU1I0Q5XRBw-ehT_o*_As>c`~4%!MV$N}j1? zx%T?BWOjh+w@%mY<)pKmjS@fI&)&)2Z4x0Id3&=hp$_CV+rCxHfdLX5{!34~Jd}!N z$RNmSxVT6*-LhYkF+=GyJc+O);D$hDpJ344acC})`Nt}b!x*52$j3Qkq>;c<>Kg)d zj1y6R1CWffCnoBtPHJ5GBr0g#buhifXr;9&Q^Fy#311PicyFGw{}aY|ld164mVAe* z@zO;9OQ@n>s)o7QP(Y)D4_hW6QY>*>5q2%D+nW96#mP&Mj{zmryx`a}ai`*P)$2Dm zfXjkPFeA31RT56z2(28}x);ku3lV-vMtAMyXSS=dr0gfT@3`9DBa(gvX{zEA8-1db z>k?_(u&o@A{YC2{EY6~JuOYPpB8+FP)e5~Fr+tB4L7Wr!7O#@Y-q^82y6w%D+)t~p zFoZ!KG1C>=AYoc@GdZh`?n~46BP36dw4XL^>+<>z&VCJ^t1xa&jA*I5HGibux`CuE z=CXz{TzAx~zhlkMU%f=ADllfV^9hzN4SB=cZOaKZYOSTsRJ(AGe=1EjonOE3u}8^L zfC|r;Tj0@TNhzI{a0^fOuT8)?i}AHW*nK96uxJc5cMv`<&`YY%fwdBeK}0Ss?WSOe2VKK9c*Y1attwa##);(YS2wIW#D1cj)pJngEHEvUn=Vb4q_5ZNtR>Ur z;3?r|DXWWF<_|F5^>{>04kxhOU1vlTu7`1SX+j6m_!jxv&aPf0mr9oJ=%XU;HZ)FV+E$ryuNVpXW?f_kN* zoWe3=jY4eo#bgzBU9`?dGRDD4kg`i7%CDI~alyzg<1Ej`Zq)*gC<{rk&Tap@-wJH8 z^i<^Vk?q4tzRLkgy9bFwjTPM1!d>Q3b9cKei)MVjzV;gh1}hZD4Qm{XildeI3Y z)!4l2ieH<)qI)=qb(zvgUFm8ipN~>DE7X?K%|y^=&o3-yh-zRhl&;O9+gQE+gbAC5Xu~~GI~=@J{^3%8*bE7!szcPu4${66Py^DMjaZ3z zjsY19ow&*OgbkJerWoTr)fLT160kO$Vjp-}xu&=2>`+q^Q`82BY7_>a)KY%bFt#T( z{OZU8Y5?b3aK%;AqLRW~tDqd|w89;kc=Itr&L1B)U5#A!N42r+h?< zn9D#wxcuyJ<{PD#U31mQ2m7m0?>J(S=g&XUg0m#g5>OH1NkXJTtCbmRn%>>ZeXI(h zc0|>+vsP$4MGS|lh|v0so9u9ela{xbDa1DC+QyfM2Kp8v&dpRLo_+KPSOL(8ReQau zJZBY?XNp#w+6ysnro&Z5U>dzYGV&P{H3@X8^i6w59ZpnX>7HorQWjp_70+r7^PJ=g zGjIGlb3Yt|UQv^Cy~W0=dncea;PX$2%`WM~R>V3*kGBv3d z{%l%sc5tR-aVOkpNPkY+^4#?KYcC1vVk=bF(yvI*X%+ONX2}H3$LPIZX?vIA08^Cc zy0JkYAG6kCeKaE#ZO7BhH^HM>x))g%?$+uN=k|%tF8x{4`<>#%pF4mg;et@mZYusz z1=E}N$8jTNa?puTvZxa+tO33kz87cKLp0`g(d$+TtVVPXSA4McieFi6l`WOoEqIY& z4RU($CMCrdcN9Lxnoyp?SG;MFZYLosw=3N!B72meZZTk5+`65&rJk{C%^N^8f7T)%x-%L8&Hc0`6qhxzr}&k5a?sdp)#68QzY1^(>SuSP(!$h^<7 z+?Lz;9%2Zqw6}DdU==wIV8f%wJH!&Tvn|&t*LLN#ruiSe149R8^QxNjf6T z?Zf7&2fT=#mCl`>SpU9~QDR?WkCuvw-3P@aRtf6((HemZe3R)8cvy1W*0!^oR&!jt zOoYKp2ZCYIY>xUBW~JHjq1cK9q>&W&{ZHT5>w_th)umu~CSju2-N~@yW7Gn- zskzBxsW4CXgVs!PHSV+`;UlDCW_s5;skend7-HC-YR7f?SqGAQh{yn0{oeNZx_21s zjC&17tiYbG2^>>l)_rK{ca`Ps$)M;34yzE^al?XleX(6T3;bJ*KPJ<&TmoKJTEA=j z2{;eksD&c>`R@y4-4^chN5Qbcdu-uuiOIHmJU;~XEd+2i>PI~iXojIkd!-tBvz_vT zuA_aeYNCWa|7ZIzrCA=KZg61gV+gA@Mqqos6UZM{{BPdsZjeqRYiZ|@oeKHWqX}DV zPYb*QN^s}~JpTsw_H}7IEabk>7r49) zS~ikcb!^>=Z91f;5xuWzoOPSX>eQ3S$~9lLR;_|uU*X#>6G>f>n>oFkk)8(ev%>Sf z-3mk>wDUK-PE(~d%ldVF{TOT2hGW36kv!Np3>0@#VEewm@2@NY9HWe!QKs10j}?>d zo|*}Fs64FLVe!N-%zQfKAapN}MHx~faT0JaWc!02o_;MeL#pE*p46xla+)cAQIe{d z%UA)6dbZWZ1XdG_J)PoqL$iRlf0PXsP75ZC4s6_|&6masc&~kL;m%4?`53F?^9!D&*|B`MvoAq!-N1pU8!b8TpD_tB-4kEXM6QitbP;sD6v`- z`MoAW+i>vRpmbsB0Hz~%&G(b7ufK}UrEg?@s`^^Kc(@_O{CK|Ivs_e+QHkhDrASA& ze@ug9q$v6)Rpt!vfc7*3`RQUyZqH#Ijho1JQ&|t_G(0UbekJDa3m06(1 zQKYXEvWn^K7lnvT`VLmC~6EftDb-u6rM zZy)-OU)knpW>P&bY2m7v-OeZn=a4!h8d+wyJu2!c>Nt5zk-f{3uS~p#Ryx#aQ8-cU z5>J_20Fy^ETbAM{OFE5ao1qV0B)CJM5fwH4Z2vR3jqIhDlwM3R%|8H$2f*;jU-;E> zslFbKh|+fT4G_i0!fWYzFT<+o(%LqS@0h(Zc)w-2$?H|U$EnSaAEj3iP)#?9(WF}+ zG@YxMs`@~}aW0s6#@+d_D&vjVp5A+t2PmP-V=1~bZfC|+OikL==a^*Izd32OeK-E$ z+os|1ee{tF&sJphlVo=|zXsRO#%S6ug%4{TW{suZHiLQVALAu%#J3R>4EmaPMDDUr z#kD1VD2{sllY8jVZuMuRt}&f~2tr3~?cC$flG(BGTQ={@bBncwx)x=diALYNn`RLvSAgoLJ$m5|>zhU_Q3@;xW2;AMEX$d^6WLPMfP4Jr7ApfZ-4pDrO1Qs-O5C5LfOR7wc}2gldCx;vr45QD zEr-kX)Xf`5K4!kuwc8(7U*54OpVT6&kr=)d5fAZMbPzn?u^FdmA@@geQ3&6bvs5ou zW_6Vv)z}~qD}2ds6ARZSG=yS?+6y;YFqPEgK{#} zpBg4Dkw-O*u>(GDhayj1}&HLDFj1;k$dH+ZF zNRmMQW8Em`8L}fd?WoKsSR{#EN{_3@dK&$Vnh#G@+ADAQwho-G1&m?t%DSZpQW()N1-$K4Oj!f_Wc71i${x?U~(S zAGk&O3+}l;0(=30QX;+f&a>2VVOs@`vhK?N2t5EvcUt}1SUE?o+D)V4BD(hz##P?s z>4wQVgXhjxzX#p(e@Qi7h~o{U+GZG`C6y&9Dac{B-fZhT41MPTke6(6P*)v5?t`@K z@fX;X%-8hZd=8K8@je9Xf;zW1@K6`Uo0Sq4ukfVl$iJO;hmA;bN{h|*t zbej-oeC=M#(BCSYGnWY04Bi(t@(PAcHNZAQXcJwL8h!lpKfpRJ^lIX1@#=K}BEk-_ z;VqfMVW(n3PHi4SpD*e%`Ju<31Ox;%6v>jJn*KgMur^tO$7gEx$X~p>DPirmcBMXK zoWYfB@S*y|WlOZp=Z=KZ;nw3A8+{*7d?*d3qRsWmuWBU~3 z!v?Z5KC>qm{v#Dpf+z1cJ+;7cao{h@h+eH;ov(jAs8>f28s<-Qm>r*X8`gI1l;h9; zeUvjq3;1SR(B#k03sPlYS;p;2=z6?ykS11s=&@mC5kv8~Of2m5we~re(Cqxcl(6HB z=keA{tb9{5$9|acGQ%Z}OcSo$T{O{Z88~estfcMf&1#%|{Hgzb zP_`K0h4bLPwf=WDz`Tm$?}(2FpEeQIbpHPcU7o{J(w4Z>W#n?~pn$|xGgtQzUI9Ev z7q7rgx;GW-@t*a;2Mi6SD4+|0o%$Hxc)neLipI$LVL_qt^QPM&;asf#+ZJ>{jcRuI zoy%9y#Y*z7d}w6YeiC9afl{CHRePHYw6&mw5C*gwg*qgL9aC=J`_Up?yUkt=#J4OK zzZP4J*9TdErquZn{7<)z=Q0#xid(s5PjI|#XRqP=8Qgj*9rL%SXkn3A?{s<8}391w>ea1BlPq;Gtj=Av&liAu$Iv`cy+= zl~9@re^B4p=>`>^GZ3=G0o6!SpgU%aIy%^DYzn7RS{|)wgp}+cUG@;ra#Q`OvVT4h z(7Im$^4v1TLXa{}9?TV%0`iGVFh^lE^U+Sz;&lKR_eJTUt`i{0A5rZT*$ z%FjREGn=aBU`O^FC+2G<5*m)VfKC4j`T9W^V{plX6Ee``%Xe`Hu1NUrZwDF-JT~(m zJbjAA3Zh8?sBu+sVucxqO(QSE^Jenx=P6jgDaB7Y&P#y%0kU_eLG9c@TqQ~7Cm{VG zfqDrxkj6HNH?Tn1l4dwmM689$JwfK(fHVbx+~M{luZbU!fqPRD#yG(itapD{>kzeb z@cm*PG3KV(-q05;c+t)Cbx`k@PI{9xyywgzign^F2ELWC?91Z_6oT>G1i7lIDZ~Kd zRHvjropcnJ^3|9$pjt>U!7fbrzWg&JtSD5szqSI(+F=b3h{ArQC_Al~*l$A86nrWD z$n_2?fO!rJJQ4PV(;M36I;6;{IHk(#)`CXrUVqLiuzPp~8RJL*W;{0F^7!H$+D}Dp ziNB7e|78{B8!6?J-$QkO!!m$FztMlD`URw{z#9zlfZ!O%wpDM;eAzWe1GXP;p3~|W zX_yP<7DnZkV11$kBbGxE5!?%ks``mU^gHaC-vBc?4s2HpJ5vrFmfA@$DHAmj?h59s zr8^zwfr*D1qGx>psfZN|q|QqH79zEwq4)t<)?t8M+hIeW6aBsWiBhA9`=_%Zy*ydI z=T8Sj;eB<6L=fWm^<{@wVAVj50o(eJV{#^h<|c1B$9?2d_R&flKp+3;;AvCa=0NP; zWg2zC6ixxvb$Glfc`z+aSDG53sQ>%v-}$P+|rSm_C7 zs1ZupMZ8H6$wx6N1jId7Aj%Wa!^)ozl-LBZhP6U{jJPF8X>9>+TeDcw!c8uXT$A{A zueS&gq}h43bfJeheYuFWkON!4blkxCN|B6txehcZsJ8ah{+ua$=uEw7$^Xk67bibS z)k@;(Q!nnH1@WL}BVe2j1W)BmFYaq?%MLVRNr({-%1TSZy8}_H3o;dOQ` z#e?Eb8hqtC|AUMTrFT<=e z9&;%cC}SjreWAv`T8uWJ*#V)%GB6cpx-a-VWle7;sNAP`q!E7cEmZZu;FCYO00?~6 zznZy@Ghxp@8ozoUchyWc5A0Oo0b&K7w9mz^A>PF$b1rS)GfIX|PZHZHs+9<_PV2^A zm+KUyee_6l3p9zHME1Ve1IOC<;fWTy1E7dUsUq3z=xI_U#DZW3BsYUVg_gX@m!e`^ z1*Y|rqlo=0SExviussp}55R526w)A2wP-i+Vh>2iveb!9g}WLG^vD{r)94CK+%zUO zeQ=8GG*lU>0MY+by4KWyomxkJ)~!D*BlAJ>b3mZ#MTW=U;|C0t7TZc9SuxMsJ_*QU zo0Y)F2xC-Xv=}@{rDGeCdki6LVn%aShj|X&&ZDuCQ*6uvw*jvR8#kLd;u#tJc}|wc z=;*!|kkBqX22$$SUM%g(L7}_RY!B2JGG$&DRNgUpN}@E6Dm3)>VWX3na({RQfG|6$s-6USNSSOTM|p~`9k*#BSerzkLDrd8(^#g z%6W|og>@_^WeJ%S*(PlIlPVOGn<1Gh9ANl~45kl0jU`na6RKLITxgY0zKAuSIQg@g z(M36E2@)ap8gWxwq#fXCOgmk84*3&KMiDiB6?SUwH$+Ks=D2beg$q?_oDIYpV zDu7O`1`;F@%nW<3*-Ns-CuW( zw#ZP~wR5g-ytlK!T@^G$b$L|lcC-MRfDjS2cSW%5dgMx+Ml<7VlvpPwm?rZo3Wl&} zD}YpGbXEpk>JDyVXNs3|B84JMr7>q;ly`TT@&gp`H{c(JOK)4(q5fpRFOmg~WwtC(Uc_B!tT+lb+ks zC{;94kp_kDvQZ*Niu_uby`m24S25NbCoO0|P3V@yr#RlMpWQ9qXLbO|SmQ#RuXV}^^4JV?7~g&?hs1GOz(xGG|bk%=>+ntes%hFcWEyJ>os2!mJiMHA2_}| z6=f^^t8*ez;t0Yth-@(17{*33ZWFQ{YBxw8u-(YJ&!%fWrDbXe(Ogk;0vE1ycB#1- z<^U6;HE~ric^5hP?yF@auMpe(isCk#7U5|$p)!f`X=UzeAGq?J3|=AyVmu;YNo6b< zNig%MFJ~L)b?cXC`Ox|#WXZ}}JNEz|hZ!LQy5PZ?OS}aiL%mp?loA^FUl}T5EU%u& z5>GU=>{?+wFgH*i8dChGeie&;ek`(R%z5Dfj$=!A4C)Bi6Uu{F%Fe(Tz*5uI{4p6X zWzlNZ%%y5)CU`P*Ya8=bC<_z;hr4@U!SrHf30Y)^}(9f$(*0-c~gJcocIcE|m z$G2UB=FAUyTB9d>g4pEA)|Q#q~%U)kZf&hhhDR4`fNvK*>+pMVRm`We&;c4G3I9x>o_zGgNwlSCU|7 zP)lsS)=KBuwZ|>c@T9euT%z-_*$VU+yZtP}D2+A+&W8BNxVUzqDo1KWuXhoa!)dDZ zVGsWuu=U6w$#F-q7B)$CSA-^(D+|s-JO@jI3g!7gj7bnDxLOWLO;gW8+Dvp2RNqmp z4_zqvDJ~h9xP71>(0d?5tZ-&En$SVE4k$8#k357!Ky^sybk7FKXefFFEp4GY$I+}P(G!b4^`S8??n#teQ{~<8 zYVT-PIoTN2X08LJx<^O&Bm!_l7dW}LVu~%50EK=pLv*@Y+Mn%R~f zBIlHE!1SHFt$in?F#y`=_ayMpCkD3Io7h-fcF=jW2+GxSjSl?$sR(LcAiy5QqK|G? zGG{~3jMD>D%mfqrSuBMm9IIg3-THVi7hbunD34S`M6J4 zJj}(SP%aC`Rex(=J8vF+OeO#Y>X#B1Q=0BHNg$bs$1Z^|KhVIQ%QOT<$X*}_$kue| zzDoxdrD8Q6u?DkXMRQE`(N+SV>rfp!vSVV3nZI-ffxjB940hQ=pZ5Q<7}{Hequb^; zEA}&Q`^-g@(YggGgYWB7tQO|;2)*=oB(+WmhO)dIv}CLgO9O< zNVjxWqkT$*=tBe0k^?gBB#J14VrK??avYfjF&2qOIXRKmW~s zDw27{3PnYAEEj)pQ7k+aCLzMM&ynf5)8vinJbUG%G^yJRxMnkhr0`ksNr?-l;%9CN zn3dx)wg9wD1s8ki^QqksuO{Bz5Cg5tFryU}YHpJmkno~cDYP`TLd^kMLAQs}R&+rd zA9=E(o?L+fJR-#yh-pyJ?^CJ^dR_URl3{aIX|ij^Oot&3wM)B78kBlC9#DObViR^d zobED8-;~eIks&gQqI!dRoRS%orXjPZ17(afw2ZWlW8(SD`h;M=nMcxflw)gWt|jVc zA`f?V-?|QM>NWD+-#F7QX!#;TV^F-$ZHbwUtp74UL{XmYPt2x4Z9EylF!@ADQWlNh z#4*s)7D)$_<1FXU##!{&1soLtKc@wr0Hc91bjcn0n$X5*N1|d7O}Rx8q7N?ZD5X&p zz>#Y#dT-AzODancCR<`jm>{0eoHq^pXJpZ{O=2QlkK(_^jt4)c%Hmf?>D+SvB#r}+ zKyoNr-*}W01IyS@r`$aEk^esFw871=MelDr^jhU&T}ZKlQq{{h6#XXr^fg*Jk$l2K z;oA{m^cFlu(&Rc(n}>9zQFC8Nuq-*}bG`#*HL9BV+1E|Hdz~{IatE3_Q7P5$n5;t9 z;se{fNEDDd9ONRQZ|z& z)6YE>-=sxn;P#pK3c4b?zYS#e0*vj{Y8i+v4Z`gEmab!EO7wGH{V zE?py$ndmV%KR64P)BBgx$Ugk8{DkoCyxCvABTRtU(1;T z_rDAH;dt9izWVs?>~FJ*o_Yv#5p3hS&TD!LCY=yQ^aZGRQ>-ZFOK>T?8d|Re1@9ly zTO;mIY3XwY5n)V}Ev$Y6`Z+H2k=2IM@YP3~s>1HW>#sw}Y6cJ75x42dsUW}Px3|}=;zh5!~`X7H^$mGz4 z{Dd|iu7Dt4C zDtH*;6j6x=uk%*ArD-+{9fl~OG!1vc~wnz1MnV`(NBEm*wmj3p4k zIK&Ns23(S{b2!$pOdxW)rTnp}58nvzHG9^VfcH-d6=kX2b>(m#1_Dz&SRKk((&YCy zkGTL)vJ;6eBnTCX6$S*tHv@#}xSzu=v6D{QD>%36GJ|}}=(>%344jy??Xtt1%>GKF zO|eL=demdU@spQ-qQx!BukA^#`U@LrzL1P5vAvme_iM7pR*y_2dy`5}>BhIV|1Q^{ zW}c!IWDWM=@F!}0!+bA8-}(;R#sW`B)sc9vIp+1P;p7xwK*QQZzuOVvJcU*uog9NM z8WGp;y?_9az@Y;^51Z7gc}`zV*f%y`_B#JD0Bb7|ld>Qs0TT>?1-MErKq4e!D}i(5 zdIX_@MT$)lF+`3}9Z?ZL(Mhhw{uzqCPo5?`!`s-CSF(cJuvOisOT9<;x1_ zXTF)aomcUho-k41O2YlnB+8uDteL*(&mG+81Q5gsRPp&gmq9&W?HsZOb(+ma+g5>6 z+^36UQ637(4a2S=ZT3ddszk^{RKYby>bpIK&n!_zFF7CL6fXQjsa`HSjp7~3Re1Ec zta*K4f=ylx)n}@%i&)k3o$xVu&AB&T#SyvMnTwM~BotIV)LoUjqp|4QDyT+>dl2IR zXtbWL9&627ZQ8cgTp20v)4fvso~wtp2rcYAeX=r%;NXt~`N9f6MC!}$eDtpXE$9ck zYu`_?5F47q`G=%=FN9CC+$)1wq&Sh|UPF0|iZfR|@7Dy_4tSi`eO_sak=p21Y6Rfo zhZ1GgV$x}wT5x(JlH6Lo&XWb^$-gwqoXn46+)Y zbs1%|s<_|AO-NYX2Dd8#f#fOXVEERh0a1=Z&bviq7P&+4h^ZFBv&z!S=af@5DDjDc zNrI^t#%y>Z*y<^`SD@_725A-OcF4(2Udz3O9<=^eWl8J?3yLB>Piu;@uuia1H-bS@ z05{ZgqWdC!;SyBtYd)a#`c%!Z*bc9{3Pur;tmK{F+u}|c?my)n?m1O+qP;)dhiw9Z zMQF2M_V85XRr0Oc959|F-0JUxD$o84;u#K~OJ1qZrpyU;*3!)3hN*eNd@Y!J=G|sq#dcgR}3a)N0 zR4or3X3E=?c|irA&Nk-K{0mnQv@{v@J6fMQ1aT-6luz64oS6~~%)>%#dF4ZQUW?dw zXYW2w?j0jlFdF-2vjpO|OtrwGaEQZc8>C~IRl-4ttxRzmN7Qf%j}S-HV+BP*rfTRJ zMj4-b)Ew|Ha4xtq{OymLtx>vW@-DXWcz7@`5n{GedO3={4?uAkl~g&>5pANYoFRny z&uHPn6$TS0Lr@n%9*8%+m>JIr2q*HUl403w%)GvN=)j)&!On4_$rY(e{D&bbr`fZZ z`UgCWrdk-gw^a%9iuVIn9{^fALga2v3PUFIDOS-8Dp)bLU~Q7?|}SH%W^+}h%?Hl=w()~Gt1X=!*U+v1BmPmVrwijjsrXUJNTs?)L75gTV(h1NuUXSg;yov&LPaCD z%CRDrO%|$`R4HR@XuMu3`*)Z(y9Pgb^>yf6M@0)p@0_sh3#;S?^AT^JoEfvadsV{r#U8GPYFGF99?CxyBRpz=GYDwnt`HI5) zRA4v-2;s02Ma7@)wb3J!zf?rw2uC(fxNYnbYME_70I(k8X}#x^bd6Pnvp-{LK}@*H zO`3+nO9A~r7&tYBDkBP<9M!C*cHnl_@|D@0eOi2OgfT@k*o#7uiO+a!BV}tN#i}B< z5bQ_`z~~*hbFkzR5V_@uHUFHct9Xi?HStC+OK*5}N&Fp2;j|JbYw0ffw_)oq z`A0sICvA|#yM2w>x&iv0u@R#H1HVd#mdw1;N^%WCPs_X7+?SnRc=(e__91fhjCHlP zgopJ(-JO#aj`V|FF9k+F%6Xfz?;;eFG|(hA(a35h3hWD3tBB%9Xw}Rzy4P70PhCL{iOjmPly-`0SiZ$2 zH!RH#bNeL-=nijLG+;N7B1ef^4Stg zWJ$Iq)x^*g^mgE^CH|J$k8s$%kw(dwyDJ#0TT(xQU{riKk8)7F_;7xOlOv$%Vs!|- z9sV5NSFtrwmOvS=1<9lvp7MUybU=xSjzdF?*}g2f^YK|qTb zo(BSPenPzrRA!oedQ{P3*HF-<0dIk|!DI)ty-PI~eM3vqkms=I_!e&9gfK*wenQMOq ztwjCI597>tkH;$2|Ctl4E~?6xHR&9IDI|TI&p#HPFbg#_Nq=t_V;CcDvy%3}I>gDE z3y7U63Aekhth$?W$!7f%%gmoTfP4+r>~ac(pb6V9;yrJ8I49+xxpawp~}UEaIC~=|o3gf8v-~=LuNlAM zUCsNz?xU`a8!6&L7pRqd<;g#YT)7Qdq3%J#icojIsg%$zP0bfm45pv_@=Axz4>#51 z$t!jjs2q;9P2{QIv$wjx_*buMTCDE)oHg|$Azwk59CS~)ZkLO_!?;{?6df55f(`$-ju45D>@iMRQzgVa8V-EOpHu2TJEstR;C_x z>A=WMMv3Jp#Q2KDa9Xi1d>G#eeG;>B#j&L*^lQr{UPug`^kkx703->{a*yu*3l49N zQ;*2mzd@P{v;CnbKtj1kB<;mA2(nr2COB$EjhSMRYYtHfX#`t|EW>m+-X%c+oewYG z57ERCJGj^o$JE=cYTa)^^+A&Qw-u=^u1X`n64ST(SZF5jB@uZ~BEF8Ii%V|mR9-h? zen~R(TqG)Ytg+zVN0qOgIRnWVnQcrPnfz*UlD5>INJGU+6UB~m5x-CGh<3eY5OIpEa zWj~|WXtYA!6D-w})^ZJy<9FST{S~9$lfug+O76y5GbjpBYCK$t;U>O!77w|GiI8vA zKwrfAcq-2>z49@JB&~ zEEuge1}w-|cHSiEcRzlfjmrEJ2FZI-jhl83xi^N9$5Oejb&-F&CD-oakB{cHyQMsU zc)Y_PK4&ke0GvAPWny)er zX+H2PSL7!rjgLnsA$z}uc7Lek@3=c={(uaBA%3bCh&gOlgb%KGTL|8Fr2GV*SPMVT zmsU~|UZnP6K1JsFn=Y6$I@`pf{|14>119$lQNbtYuY`vmGQP5!{E6>2$Ib--NEX`8sto@L0^{VrQPLd^zFnycNTEBFv3Oqe zZQe}AC&P28Y2^ox*lB&{+k`ka;*XbGGkvkIqs51H73ml+-Lu~YP>6|Cmuba|?6$?t zjNb4|=d<9w$uBi$FAw;&M|hwqEN@8-#J;rI1?_8%K>mhSc6U2{l6yBlEMw3g zuf+J4&H?!pQs6k5nOuz7Tw3|u81Djxb^5W%U3IGh11rKdN7~~&(eX4xTV{oDBhX=6 z=q=vwoEsi-A63xkNrcTE3csaz;pZWGg(=jsyr`xdkGid1xkaQpl@DUSr@63zUe&WP zk`tJsF4;Zh*a{Gnp`kQZs7H@s=@LlBkVEZnCM0LHE}{hneD?rqq7jI&P}AJBe^T^W zgFhr%Vu*Jipj=`n7>+n%fZBzz#V7GEqz{P5&j7P&jGBEChAnPkVf?a~>{7e)3*Z6@ znI%Oaa}WZQ18W{}zq=HAekDH*q;wh~X&DH5A#cdu_EZQpnE_hE1eYeZEgC~ZKnDY| z{0Nk2$oif->x~is<M(lG`v4Vcz=)uSx-VTntMjNdM06(r^_hSQAfII1bgqq2#9ZD)X$fpK zav%+1vkk&7D{++CBKuoTVu~MXa=SX_GRZ)=NgO&pZqmVKH?ypuv=0DS+$AOP1~l5L zUE)~fi9}D(Glm8VNOGBttn(>;u}Aw`wDaX{!qdjA%kPU<%!D>|E;>MR-p3%eKYz-r5pSGB)3zP# zF54$%{<#Z)QJIgGm&mugf9E1@V!aW4MYY3qeuP}+OG$LzE4i3d2BB)JJKJ4TNuO>6 z%<6S#pAzihPp>q{66spJk;Nj@Z^-KO`I))}NR2sC)M!jMO^yRcoC;;b=&hITQo%pP3k-O^&phh9JuM2vb z2bYFra9Fbt;>U-T(^H)SuXEv08}O}bfeTz;io&UQR12r>oU12{P}Kln0wYKMEx73* z@!9CUGYiKOk@8)f^~;w2>uZ{gcHF+tiJwhlHkO9pBmK965KDscYBGiK}{I z=+c=kNkz4R^ABgh-n-QlBReS*O3 zRxUB{|D&bbT}?=;Fj(#9(Eh*gK=9T}o&NWqyZfO`vBh+4K|#>;e|XNnd#gJf+((xv z3XJ|>FMfSDn>WZ8rm^`hCwb(!r}e*4P}*My5Y*@)_klkWqtM{8Er>Nqq-ZNl&$*Hf zr|2I8B>%of8!bP^K0I>l{{4R1J#J79wS~2HqMb&eu`4D+B3eNDO67R-%QM51ZIX2ZVqA)yC}yxzKj0B7PQacs&KO4 zf%0#-oC=}OS;fOkleO&ES^f;?g;Ws4cMrDp0Mbk>LB0kktG)h`3A8Gp8~^v>f4ai9 zd}4;d_0#Z|a&X_i;K#4IzjX#MwVL1R|Je5D#XhHlv}AWUA)uE`?)!2*dUm>e)O%(s4n(#>x1&GGl)+ z2pmp|U>x`Gr$P#?D8Esovlj_%>>i4nL8iurn5_~~zk2?7lXQC!!pCUwCN(f#(G07?{Gw$wKpE19a zbmsyh)kB zUr_alJR*|}&xHOzuFUZ&gNc0`8~B=~JT}elc+kH#vnQcXzYxFs|9<>(_8x@14PZ4S z_-mYlGF91@@o2A)`wYR0YL0)w@k_c#!1+q83UK-(j1HM}AXzFxXv4Ab$m4%i8n0`D zdamVlmVeJ(5CcVW13`i6&R@j!Kdul_#k9?fsV)yeKu`_B~p{xirKlI<1zDtP_xZ_ehSN~XCh z%r_1dgGXf4LoQTLAd5nfAVYv%jb28zhbF>zTpFd zD)*mz{{5fq7}yl^xCuc)%%zrB|ND|lkZ|rK>8Io4`)dhqPy*omjm#goe@1uwXCKtX zQ2B#}|DVJWOFo$Uf#7g73DRj zO|?O7+<@-9^<_in_tWQOy9gNLm5F@s zx-ffo_h*Llz)Q|TM;5*3n#2GDeHxU{-Di9AwDMKCyc1r#{CuD1wLIZotH<0n9sli1 z56FnEmHxLgXEpG9v-&DauDAa+99K2Q0Ti7aDlH_7SSVhwzu|BJWU^zi;K@`FuBzxq zW!a!SND@mRRX%G*pAo1|_ zQ>g#`YKz6jY!41XMNs(y-ISvyJ2WU=@CejyPgtysH~fN^AM9@Or_y4-0(3lW7pt_V zBMKz^8iD^x32%h2LKuT0fTKkN-(GlQd92Q!Wm@9V5hPXW4`4EcXqh!64ox*ts(o0U zm+5ovyu7j_zfK+$7<2%i+KG7{$UFQwe%fA8WxL=?e%$etL~ERw>^;~TW3>f7vxwu@ zq9TAAE9>Abe0G(t0SfC}*FRkhgT(X%fNc5djgRkHdd&&XkCL19o183Y@adk1HqMLG zdJ^Gk_%Cp^zgw5u3n(&d|Go~e`Av3_L@X#aUy#Mu5xK&%GSc8qkTcq=CC999=C@e{ z%Hg4feoGE>aodN7d&^;94ler4Xr)VvI=A~gL7)+xZcGz&@qtj3rtkfBlYFTHf{M*# z1+b8-1hywVlwn<627yfUsMp}q2U!l0iQMB{I~a8IWpJV>?ti*;Y&5hV6N;dL3XX#X z6x0zAoyo6^LA8_7iLg0>4g(zUYhs)ElqL1Z*|cZx|HfBe;K9ozht~s)a%~`wG3E2m z_h0HyPJ4oU7aGbcM|dzn++HCNU|XPi1>4geH4}4j6vYwx3{owfaD$o=B4J_jYJ)IT zLQ82gXi;EJGO|sX-Bg`bCoBeuaG{7Gj5kwVJw6FKH|gf9>-{&K@-m@@2Rgu;_mHu2KJXT53mp_l%=_J60WGY&4CKtTm=<3N(FU7|de zGFCr%ci7t5%7luO8dSd`3mY`bkUy|zb?BsiO;x%sO4$iIgKVPjX56R~`sj6vyh4bt zU-8$e1};0B1Slzbh*n?df{nz!mvd)zVk z(5sgU_{PqTr*E^O3Wt26}u61QmY&Q#(AKcj}Gcp0x3S@1f2!X6>qSPdy7HZ zF-(zpCX`*e^yy)b>2ds5i0?S6$#V!(ZcUXBOpRl z&s??TsgnJU?ZskW+j6-X3wQ^&;>{&cdWJAIXMhdxmz;m`G)G|tr2Zl&a3GOL8%oY9 z+vq)rWH@vWKeXTW96a&M_}L@6A&3_c15%EC3*befJ|$&~`4dWfJpwijHA#CyTQ-y} zv{f#7laV#k_DY&1OCg24C}MU9(|m=F`-B*g(mY9t0(kO4k4s|+I9N!`(sx$$QBwmX^s7Vhjez8P-M} zcV-J4?br@J>>X2dB?EHnH;18smF-I4eY>BBDc=lUcd`1eC{Q=G#;$yVS@u6$ooopM zIrdO6YwVd4pr9QF>bS41X)qp0CANKv0m?$prVAh+p`l5q!Op43l*5|2?b|#Vqn(E2 zxF=CsK0o)*HA@0q<+5yhmcQpXjTpL&d*T;yVXQIiLlDxx(X?1*p+{9*81#p&fF=xC zh~NkZaX(y0^#k?~2RsXMFfwOD*M^f%!*1SBRhA_nSr{1s@>O^QETIx@fU`v!3zc?@ zjt=+UVeVtl=&bz@!u}MH8c-m-0;+PRY%TFsJ?Z2_op`G;@A6-s|GH}6-Xdt0qYV-0 zGz7BGK+|(wiY=}Nbln80Ux1m8l(qm_WcUgkB(rCRfg40c11$Ld+-iWLsoYvC$FKIi zEeG@^{;lhcaQ8I0{*Z;&# z-KX%P^wAzjfHr!1!V{vEfpU$IDjjG86LXW1C}G=}0K; z&6`%xl`P3v6U`p^BNJG!MhMDLvnrWwR_EWd9!PSAG|qN8jrJFH@5XhJ~4 z@uB2t`~1mrP-6(2er#6zf`|dfMeOy7lTlfWd(oBErBFU}hH;@mN7&T2xhiHC>Z5eS z!Z%gueuJfcWd>9^frHEOGxeY1zY2`aAG9U-_t1rk#uPoufBnm`0P8B0589-HMD*z1 ziKOOsKjh;_euj5Qeh0{o+eW2=ONCR+u~m?l*{_LGRDT1i{i4)1vdDhm%8gM{39cvV<>CC{W*_&F_Vvu=!68Hr!gHF6 zoz~(RMcv9BW8k6_;NFzZJ&lz;4JpWNIP)xS0t5h)lD2K^?FBI^f2jXbB`A7^z!X`h zEu1L>-$qG{i+O-D?;#~10eQ!J8uBchY?l8y8U}XIHK_^6EQTGE0%(-nr0)Tvx`68T`RV z@pB#|#mPZ+*of531N6i;Z;qdlUM%wLdamXD<>>w>LBXMeBiU~>u|KTH^Bl`UwYwZE z66H$WSwa3-L-WxfKxs|7!Az0lZ1>#cntK<)k01s8E1nxMR_8mxK)$Ty*Sq6QQ(%D+ zK#r|cyq3TTwuqhXV&og)>=HutQ5-(vVwphvxGUh_W2i zd#nGtFc}nI0R>|ts8rEq0xnHD|3~x-be)D(Cnt?1a2Y@6Ul%qXFezbQJeG@D%BPJ# z+xu13Qjj4Ekmh=$zKJSjpQ}aS%n9uR1`>;OMu4_seYc|6e)(v?G(*`BiG_oD5EnSL?$YU z2;Gz2S_K!Ztk27btX)K?76{yH?>%{qy*}zLRzuW*sgb7nJ>=ZX3b@2dyot{FjM%(Q;_dtH$j8EO?{?x=WG*1YNH(ea?w_+!q zV2pQKan!QZ=ei-kGJ#Sq0(@%X0!8)sJ?oAybCV*re7W01_`;ND)sgcl*73^!kF2YX zYw~;BGMT_oK?PAz!9W@e8VONE!BJy$8FY8Y5G*8A${{5(V3c%+7$^!NqZ^U#oD2r< zc?jkAe*fV!7SE~soO8!@Uw1AQtJj4rc&&%sm|TUM37dVkX?;h2cKh$wZbr|gn-3_9 zp5HrnoFYuf${ly{uhZebxe%$Iuwyv-a`6`zF0p^mN?!2-XFY~KB;ZZWXy9|igBGaV zRPj-${4i6S!~5tZ0GX0t{@DPok7F)R2gPQ9?i2D^wAJZWoQ0x5h0`$r*DD4l>YF)Q z+hTzCl^oX1uxTbk%#t@G#{EuDgH*xbmBVUJy*gZ4(3)}=XCI#pdHh*={_YeOy3(J4 z%*8d3gT@`{eZ<<*`ntNW<(sSmF6ht}e^L#ZnR0wrKDoD6dmfkzrr~dSZ2JjcyW*DY zJIK=axXk^b8-Ta##Bt1eaoESFtbw?M<3lFciJFs7Olf5`aDz{g!%wIp|9n_r$PRbI zsrV@hdhNJf0Jy(+pI*{p_|lG-D`A?34a)~?<4unN1l%?1$+G~IjFDQQfgQgB9^d5) zS2*%8*D|Z*JR4q>?n)c|kk*Vbu*II8K7}$kHc`1jo{_&}1L1fk-aR{h`8)(-8vseC z2cXO$aY2YRIY$yy`j8a`X=+Iq_a6!sx(_sRnjd2O-9TJS(MtNEXy+wh2Om>-*$v(g5zFqjSMi8CT_tZ|`>jH;}>pTP5It&r4rXOU%~gknGo4n3djCG`}1+vKGEl zH)}8w7hj{4E3BiDS{H|!GL2&`W=i?E!NoooM1=C}t@&3QE+Z8_)o7=9f9lm<<#Vr4 zrE4urAAW_`irYmFppP^ny+mt9S-J1rqBlWGz0oleguI2ojCKHddxI|9;+fpBf(u~d z<`g2%7$iTTf4Rx|%VJx8=$hP}(Yq|ClcVb!M#3*NA7GWbVwL~%2Dl=%$46^3silQv?&1tymG`p?)8o+g|s6 z-Ol_d!aWae(9a{(QfEKr*zo?KymIygh&oz(Bn(8jemEdPd1WcJ4MbtPFa6vnP%*gx zHx5_KIH~wW@$eBWb;KryWy_WMpX@CVG`PSE-Gx5~ErAtk?;UAj;^im>YlT3XpVBP$ zqmSVXy@oS;opc~$LWB3``G6|5CuAtqG_9vT z&l{M;!{*qn8Vs1uLpOhQ0T>>mWDS1F>)u_uQ*&XSV9yEtD$`v1 zF95?F3_Ng2OVLYz%a}~l>^~uT;e=a1#@SGrr#+a`VV`6#BT_Ebs4Dz^i z3)un$WVO#$Bjc`!d4c5mi@fK~bOW{QFkD#nw!?`tOmUXf_P>??n3lJybp6+Rs~;OaP@l+^bKr?jPAt8Ga-Paq9D0vE%cF&?h~&= zEjJ%)QCmFLqjqKWU9UdlM62-rt(pX2p;F#X;T?_H)@iCX)f&r>CoDA2WKu_zhXe`@mTlv z>jBXkH3tKo+D!G{d{m)n^QbAto&3@3?vA#IxXGRc%j0eQpIgK}ZxshVOi zjXJ95w4vfPYG*3vq!UlNCx?YIqBA~T4KMg|CMdjpwZ()|`ntS9^J!hC@#=4OFO3hC z?)cO(`=E3}nOI}=U!xkVNPvuiACDU%dV98FZ|%v>KUeH*A{H^Muk4(b-*D<*_wc71 z%dih5|2NDsN(n?Dc25iMuBUE4tVbRwEUWFhyJ8wL%Isl8zlpRHRz?35S4gV|R%OC1 zh=IYpwv+d-e6e9X&R@uM9s;P4`VSl1kKH9}2OwYndx^&JzrGN_AISz{tw;SWtA&gN zbd3K!YTMH;a|`sB{b%vDZC}IY+p*W#SpC(=nJ;BxGXL8zPY{1`rgK%?IX{4#V)Q5F zRxIUb()-W58sAjSfIl0=QYxhi4}k=Dt$@QsdnX zZ>@UiGtfd*Vj=x71DHoV|Pcl zw$n?H%X4n(-SOSiVRiy`oXl6et~@0lb{4oWJebi=!Qsmq@xl_T8C)+H*QUA*;j>NH_FR(aF14HbEw#h+${DZOKK} z`7qV~MZXD)Kau~=>z%KRIzdNtNIPuj4d^$G*gdpi%F6sOk=Vfa-5+cTbUhSn7bE?I zSkiXpUGOl)QqhfZzQ4$&EfIjek%|Rk*7D`b{{&r6vV%^6Fsf?wE(q67Q>hZrG111Z zar5u)Slo^+{=bwG&*4s(5=IkFCfYfd0fig))%#xu%_|G!J z*1i017| zShWs!WHBF(_Wt!T%%ld%XJ&6(K6m4QqX-X}0S1heHz@#kAc~u9igq6Y&=MR6W5p&4 zp8dOl=xeO<>d)_^$-kALnLTD>>*dm&|K$7Lb1FvwB!^?H?0m*1O0bw#H z4|4|aSl>EsTO4Wa^WVw1nUDzG`%Xk{_rE=7`!59T-w)k^;JBaJrAmSA)^I*-$!}sZ z_xt}W!uFu}A;PtxFMKNhBuxhPFu`g6t|i%iiG2m+_%boe`k&k7aH=vmYBHsG%rgH9 z#J}Yqg#Zd6jSK&CP31q55vEMGtS)$zF!J9v#-Y8U?;0Ahs|_!KHS$46MNznI;?C~e)sPc6=#9z08I{7?zR`zA+*`Q0`-81k9zeHzSV%5**D#RR*~<3msbDPM z#BI57b{g0eLJSCpH(++o254-Utn(Low)q9q=X7@o|IWzsXcng?VgFA$za06(3D_Ln zMK@(R;REG)={d80p@A2NPBwhoU;0R<58X!Xt*I@!C^1XbgQD1_fSv@{o3^Wdaey!V z@492~G{^jNE$+ubT}xnwQQK16;Xbp6U02shpl&NBo7Hcho05=_D^GiO?fP{i8CnOj zx6uJG9Nd{OMjI^tj_?hbWOy|Q3$j2#f_BnkoXR_a7|606b=hQiyM%D+U~u8TW1 zFpEgec0`@_v|3&OV2=~@BlJUV#(||?K0CWT6@qB#JQrl$-GaIT8xJJeTtcBcTPooR z&AFd^Jg@E-qD_E3Svm3;{09<(yU|N+1w3f6@|C-QJg6Z9(7vR8~Iw*Lk+1aIY0z-ndgE0ozZd4u2@aOKF=ps77B@DR1dt zta9wsSqPm~oE3Jy{bReq?uDMK}s)cuGfzW{{x@AN2WvDHe$*;jOF zCYnxe&v|%?A5*3KM8#O)8xddX6fPl}0d5lG&>9#tCif7V9}kOZ$WFgO-~5!THDR?3 z;ZjV~XSSD2?&xfdNbnt}1Pk6%H6k+}f387(`W{d0W=NZ}jzC}G``qvM7PId~z z_0J69$@gy;Z7;nF4u(gd_N3srSO&Sg7T7B28+4B}c*bo%q=tsRIuJD=wtF<_>Zt0A zaN{%ug4oVrg8gtN>Zm`s1a5fy&P?j=<^OuKpL?<3_wQ{Xs6Nc@wZOl`GKDQJ zTjvs~Xe-{@RMkgrE=}77{gq@D2bgZ5RnE}2DAwjX4i35KOq~{TbA~nnk4|@K6wV=i z9IlUzN4B=%x#B$(dj3@u$E0>7l3A$@6-+pTL`+ZOZZFm=}I(OQDi!?L^B zhiZv~-j*U=AZo0%hw0#x5g;}gN+vcx#aWR(A2v@N@J7=i@SsPT1{Ix3SLUu;b`@qy z+*C5^yo&xjwjvjFv;T^aRzlD%Db%g-( zaZ0@hM~{9_08~aMFFBM80lfbssFR{s29i26HM0$V2HN$$N2Ge`6<9>jnoYE2+vXgt zCWD}}jY1PaNrJDhuCO6iq6>hA^r%MyU-iB#*}g_FPx%t6xsFw{Yc0iW)CC_52#vSu zlVg0%8o0W-#gy2NQ~lkpm|P~6V~H|DfMNC>M6f&El}n-@1U!%hJ!P&@WSUR!4;A!A z`zYj@V;jL87bBYjLTv;zAHQzlckus+f63#}*c2H5Mg;>m_hQf|oJGU4XU|~D$O!vP z-6CQ5W5MmF9t&VzT{bPHFlYXJ-3I$qO`23x?qjyK=iOkGc5#$DCyt+t7&Yf(0z(9y zUO@PqodGu#(=5W*u*Uc&Y;!s=uRGg$|_fn(KPx8&IvbOl5 zs;qS4`aE%`-Q8mA?}j%)@DX-ib>cBsDun*+K1L_@JItsEpcV>a5Nhv} zVNoDj-3WixyYB$A;5$YBl8-utR%4RrH$?#G96Z(zawQ}60VMNI+Z@5!1LQmQL<=sB zF1+f>BvD}NF$%doEF!~chY9&_vAt@Ah-ks!q>KuUG8b!NqGo|bOLk-(?pzho~pnR`vAAJh4VzK^T_NE-*v)4$wd{BlJI*~EA_T|LhV3A_34*D=4U4`K&${W*>hSehIYBm{NWCOvo&T; zhee;h_AnZDE;b030cgr=E7#@~%K+G~TgP@>b5Ql>+jnyBgIawTsDzpGU=2+c_y7q| zt!xqi-yGkE`>XiA+^mVoq-Wl#s$W$1GVXF$o-bZie_~{&_yfe{V-%J=E&$i^pyRwr za9+-)(5&!qrqxFwr?ChWnGA;GEDbJEhqmkQ!(sd-Tp#ya9RubFp#JJn3e(Db5&(BZ4wV%R{`ZnG)%W*CLX}!`%CDKU8r8HMER`( zexqU;dw`*L8GdEzQRc9tKzyQCSpsLE7=e#Ur77umb>KypOk1t=7>7{zPSqE_^(r*A|o{M`ydM8p8Us%2WzWQzv&qt z_5ds?|K<&_@cL2BJHYtf0>}()m`0tZyF1hmG2J5MV>XDs8zcCS4C~#8sFNAu+>sMQ zTnVaynr&J75P{lsG61>v^eDw$>Buaz2k;FoGwR_bRpufDQQUd_x9lx+*h*-o(F7oC zyo9Dbcv8F>WDpF>W@gTm-xs5T71yEh#TU~;0hY5EwFYYOjo6@{`~jH?WeEO2ixnYs z`Iru8MtD_s1C4gh@73{rPOwDEZ%W=(?SEZHf3gQ(hjEHghTDP&}sCji7k6OZpA;Y}+B&2iE z=2Wyftpa4?&kD`_);Bf3xG8LbmA+|`Fz8puc;qTCHLd!i1WltDQtgz@o4)53Sr<$O zvwY8`jdzg5uAlAEz`SLisFvgY>;ir!vqpP;-TC*QBBOwys#F$)I zyrLcf!ri7N7vx%0vHW=nOLc3tt?B`YHg%fhadF>2xG5)I_%lQ(h=yy6488H)m@m(^ zxPY`xz37R2AH_{kwK^@qccsr``7m z%8L5k>6}4Y^3C%=NfnYVSLTWfDEIpM4o7J$gi!HiTCNjp3XY6!}N%n~=C z4F(Z;zW>?Y2MIOQU~*NH9>$2#_aw&!!Fsk*bv4XdC=!~ZRmzm2)Hgd+>y62JT?PEbNi!&V5d*@&{Sioa~S;}oF&nCYjZWk?@s7%%5-F!76PKSA(iATk0! zk?BkpG#)Cn?$V<_>7j?df3#Wsbc*?vEQh;4(6;RqHMWj)g%C1&N65CK4Ypxs|ENKytkb3H^4Hu* zft=r@1AG<4Y~D;$0j4^%m}&74<$7@8;6T~8Nx=%07v`Mbp1t0C8W_qK`DFGm5uzTw z+%X2OA69uh=)JdhV<1NMun=7AxnO1}?n15M5W`oWpH@e{mIzuje}P|FSK+R@XV#4f zWZ>k==P^U(MDS>qCVY`bn);9ir<`A7gum)eM0G+WZvk!x$mOQ@O0`Y~J!K zqPG>=nM+G;K~t)f1F;eh5`Ie+;l!Az&U?16 z`E(1PjULk}QX;rN^b{D|;DJ{dI_*JoaO=G-J$J@NSauKQ@ZrY3rIQja#eH-5(UvH) z#Z`@}2TLM4RT~vmtB5g;46T7vP~qJ`p8;He(sLW`)aopmgm9O&Cy|{iUl8K{Z(?24 z3dS`SdgUJsbWIaeI+t~`3r-jsZ#0;G){V$($Qy6#`E^ijsr*o(XQ!`qpTBL8OXHcz zWculsQ)S&cb`anGArB)a=qkjx0XIcZ6wg=Dzvlt%=m$~T&YQmIFs5oo4e~Gr=gn7_ zjGuD7<_gBq(Ji602*((rIjvNU4X)O+3<7+zB}i$yhiP#}s4k+g6!)%Sf@%u6gzwH>;b;P#t=?j+k96|1;!Pn-&I(ZLLKK$z4T` zy!Cc!u)sH{>`B?f<0M(-PvV-kG}yy5=BdNzkHztId+HD@BZo?uTqh@ia`uEPp{oAc z!~OQ}u|8B2#GLgTcy4V1on?hePuq+*axOz*J{PZ`^qog7N4~;#nWJ!Z$dotPSwc|) zR0NP-Kc{GOw1cVOsl>byT<>M+rz!4nGS5j*fA%)Z{$4;m?m7) zyx)kZ9&vfYsB6RL0ns6?&w^P2Zg<(VK@e7~HZr^iy1;JJ(pP_492)q&qiH;+WO(cL zJ^=T85nCygjq~GpF^r}O)TQNpL8eVVJWmqH5U^#g|4rT6I~$U=)RR9PB{J+E^4t_z z;4jQO)V6pU4-@rHz$bj^6U;&>iG2$Gy5Tj{M|TluZ>4pGQ=Ofw#Px3#dU+we*;JmGE7O!QFw5l@EJ-weJel8#Q- zpd!b$G6{4R+1i3SY1s5VZGA_OCFym2H>=*#PnEp$K0!^nzMN)E&i_KbAL84t=6Pb! zUli_eOX%tP%#)i=<>p7vb`+i~N)zOqok`it=h&1UndkV3IGfNVdAUzSz)w-K{M*&+ zs82@_{aXg*6R@eH+S}rPZn`tUyzQsq)hlky3~~kt{^3_PYG^dxs)@>hwCr`q`n^AV z`kDk%(hNvUx{SVi(sym{ zJwap0|8wG4?OKF=r;%m9sqXva&lD%6F{Z1h{VG)VJL>VernJ%X zy7%Y_w0j~xDA!Cpq?g6x$7=n&L}BkLwwJ(S>C-iL1?V;^KPeZ1UeFC0E#D&fE+g|Y zs(A1T%V3!j<*JgSlgN( zO(JJhnd9%bg%i|&p`W?7RJ!LOrCnw+BZX(LE7DQgo7a*{uPaxUw+VgoB34BfIFuyk zo7;Ly)k##ij>_Z}S<^^G=;i%dE4$>@)V=BWcuWg?xW&cK_QST71@2NmDf(5QppUis zh=I~O^ZVslUvqs?eW#&?@>>SH!X<2!swHgQ*$hufY%vyl|A#NZwO@B~ zMeOKec}*Vh3YF0*GO8_&x1=Z3(|I5x>`J9{9^7oJ$bg9k=H@nqCk29QylQ2bg?QTT z+)Q!}X%O> zR*F9Kj-im!w+bw%(toLyokZUq=}9RSdG7MW`M9clS&Gsn^7W=Bai@bekp(8kvp(A0 zT-k{CxyM*)H|>YVO4YinlBE^x%zrJ4gzNBi@{Dg8U8@Ii+8Q_te-MiN5#Ei_VA|2k`RP@T6N(XZb539dYZ<6;9-{)&{BRbe>7p z2;HSqEh1x#>x|6|m17@9j`HdJPW#1a#%ciFy4+a5%G3e!!PcnzYnHlrS){L`x=;qU zknPkDyL-)1R_X&dYqTm8NkYf)qbe(@2R}B~>o$166JUb7J(5X>pEX=v<<-vpC`kmK z(M|y99OoXaIT<=~SC`Fn;%FC{q!?*G#%kTwagBFj!4g#{m$Og41gjIHd;k-Hz@o0;e-3BZHSn(GK$E%m7^3b)p6o z5M!Ta8CidjUNaVOM9B^%BMCB!R(z;&wgnT;=t|%pyyZ?()q0aK49spPf*xs=I6bkq z5@c63c$A7%2QIG~kuOtvWoZEM5R$?9wTP3BA!G zY8a;K!_UG=Mn%4bufCnjj>`d?i2E%?pTp zYYmtBJcRJ}ksm*+zmEtw;|*DbjD~((oILA7_bIpSJNgeWQe-K2Q?p-)#ziafCz3$(u8khx22Tju3M#@S>Rmlf8g8PLT19)OX!{ zv*#eU|Gl?LN?IlZc69BmIY?+PrhNdA+U|huIG<$@5ER6uyikr%!RjdXeQ$ddus#g8 z1B6*PsQQ_GguaLVNb=kbk5irUjIdH0<~9&<==Mf4jFxhpXr_w9N~vCbkrk7rTrA`O z*jNT}8y-^yZIgg+wFo3GHZJP1={MieBdny=$jk%+&cNX`k4B+Z_a9iHZ%E?~;NvR_ zZTOlVf@16fnY8!M%7-{Di`PQjmDAnjj%vktF7Bmu74)y4AoS8dI^65%OCrQif)l3* zWM{O*-UGF&{3)^;lv(#r?A1b>dZ0ordf2>WuGn;o65QPhnxr3mZed{(%mnk4*x_CR zaQv6D1WBz~gImB(v4SezYyOtzs}$n%-fYO8V(X<`972$%nrBSCF>z-HdM~WY8d33cA^wkl`!nLy7!IOX^#Z!e{li)~l8Po`TDb=i&kf;l1)Oj$0wam(a zvM1luRo0y5npFAJ!dKLN7o=mph`FRN5Gu+FL^X+0j&^d#_0{F;|;omC$H&@gE=ovYLT`o2@Ba zXPif`_*GvC7XxX=cVog|LSKYDTIw#17{2cgJT;|ta&WH!tQA9uxu<>+V9acQTcJ>S z-&Y?`tXAu|dl(Etnc?%4cFZsF6N2Y^#&byO>`DGNDtw!rkf+>#A1c}anv`XB`TW!L z^Ucm-ulAR7ePgg8?G+8YgE+Jl=LP7~^i)#saqdSk#&b^y$|ZmP+ka$upRY**^8D8mp`fNLp%Rs2Q_;R%z7;f_|4)VpIB-Ncve-G$fWu zA+mns%w4keD{*K1s&_`!oVfH%kVJ2xvHb+BnBx>r&^7ko7ngkmdlvI1;&geZ{*bTg zjsNtf%^yW2DPXdr#)2@7@5bX{hINSV%l)?6JW;xzy?u)&In&qHyu&|wBd?|TJ|JwW z^M_F&NPRI|BI(Aq2&o-a5yg#BU5lyI&+5NQ@q+s~17byb5z*7Tp>?MTWa1CNE|F`? zWf{={T(6rR-ABZOw7%ji6d}I8-Y@mvV_Vm-z__BlpKpMTYoqeP+9)t8(ZVocr_yul z`kdm#N0z6$xxJ7cXiX*f|OpJyzE*bbRKSR;2cw^ zIh#zU!dPi8$%>}2kOK~l#kBMt#js2flTz!fV z1&h{R-g{E%+80sbbgPTjZn2N>>FRvRKIL>w3lc7Gf27+6E1yop${r2A+)Wjj=so^G z7Wpzw=H_YTI~2&#_2eZjvBu1QGXi}qj} zRcUF9ivvOVT$|Pir>j0nfA3TZogNuuIQrGX6K>~0H`?u_8;&Es4N0FB(a6$P{rp~v z+6_k9c-c!peFKI!ylDaj^B z@}zi~%2)!E;sA~Jlk1j#`1#BPoIukk?P2V?reQw~`D7`G3K8M7NOXpPP^yK2A&#bv zAu{bLNI2;$beZaWg(EI$`c2RtA>}@-OnuXaMrH|I4zR>}tUTd}vm>yvdW^f6or=X{>jW#ZH{o~?ypmb9b{9vLg8(Y zu(AHL%G}A&Q2oj8s`$meThFaD%k%EdJmr>w>&aC(ycXGZcAqQv^JgbBBy)XKV>Gaj zf$@_;!E465_NxmsGl8aZ$CISi(4RCjguK}@=d9*pwcfI-@q{%|B|I0L**kl)@IcS! zbPttiW^;m|35m-F<(9$J(h9dGSSw(iWQ zDf0aIV=QKMT;c`JE|Yg})y)R3ZsA)(7CIK8_i8G_i+{jzI=l*s=0EG;He(ozqTj=O zNz<~Zi1d2I?aX7B8SPe{-Tg5c3Oo@!8Y|(Kdyb+XlGASQ6~)DWAE}uY1U(Ehg2}B0 z#Twn*&$P2k!O?P0Bh?(W5xh5)&nyP3lZXyuW!(2<+pQLNN>GW(cLvca;8)Hz9p}A(AW)772jG=&RBBJfBy#(Mh0t z>QNkU3ds^d8ogZ~hWEJikLIAm9S6&kHec!K0CuMR+cw zuH#yR+YsGgdOYR??<$&iH{(Mq2x?g2 zqTe#;J^_y9!q<|Xh!gi5KHPZU=D0jrnBi>sAXIVTAVE12$L|d}j2IOG{Ozv3K*L|t z4|Jb4V4vNJ*JF*JkG`&Kf#moT#?G%UPgw>r2^0dH(tCg#GPUk1EC5k9EfC7oqXPYP zB&gw%lS`Ix;eb!&{vcX#;G) zJ_{c=`j+>G$MS=?A}!^!Tj=zXi@1|LZOdM3S22S~iE_)?r3_XkodhqzKgGP$ZkEFl zpK?U^Z7!!3&_X{AI}c=RuQ=O7_;P*xkq@S|X`jkvTwK1#pW%4CDH<*?K$%(uY@l}F zOVO_uwru4E^aUSo|43I*n)u{y`5~=l3g~EgoduSyhq3Q-4rEphOgoRWs8qrHi^cUlUmzZ4@Z5and~z4l#aI^BU6=rK#Prd zbuD~-w4x;UO0TFAy)r2G9@VuvRNhZ+s=Ul&bZyH4F9RgDoNh;6G1Tx&99Jw}DPK7{ z&}#Ki=02=LI{S&$wZcs;`>`SgQXq}H7-R^4g`4&HZd8<61B^|203iX2Ou~x99EaQA z$OTyeqi-2t$cnj3o;}+yGW8oPWU0s2_C}6YB-U8(?nO=xmBG1@`X<5=rF(5WKeS2N zA$c;Ftj92jV*JQPhl|wGpQ{JIV#Y))dso8P+wfBcgsK7;%Jq|m8uhwoZ2^O*vGdK4 zO*?=-2|AfP?uhbjpG=SWD9{y$DnGRfJ&DTuYEag>xUMke<5a%?iT!3Alaf-sVpyn$ zD7_pkj9;c? zgb->qLKw^(pH)0zRq*YGt`6}Y??M5Sbzd%fq+WJqvhz4|s#jV23(K~SP}XR7qptcS zUenb=wbEl$uHTsLsA6XKLnmA+80iy_q2oK3)OGgi{FkcsIrib;16BVV2>Yi(L789K zMZ@vhNatlH@Mmg(K#tcBokXo4agux-@03P?boIEbPodP*^x%46!(`s84Z)>xGUiXw z-u{+?D24odTs+_~7_1RW)`tIp=a7q73^wQ3mkz_6W8w1 z=sPxag>-#9Jll%l$qqBGtvZ$e`(bc~gAqchV6nH#L3$udcKP#Cr2UV~Lf7?fJAtS= zM`C8jZ&ETTQ{8Qh0UVL3c3=dI(=Y66w%rJuhw0`Y`Uw~!6M|qrR?ai1@NfZTN`}iS zWJTdtB-L458b?8|F4+6sp$3|SPJ0qiKkB#`p1tMTbK-)L-|Cb5o`ttgU>tO*ls5sn*HU*Lv+TkJmpU7Rv(!%!>JFYIKuTTyvV$!+MSEhnzuAheHC zOYy=!ept%RgvcFzoNUJ>L0>v1kI{1%!Nv2=@Kn!1vEcS2Aof#XS#x~rCi0VkA5OjU zYaZcL_}YS(8XQtJ=>8Mi+dM%O)+-o}h|RKAD-zZJR9|VZq}#p!F=i{!ugg}_F4;%{ zq-m$sU9ZkP^8=yMvre79U&$@DKzMpK&TVXhHNqhO9nHqkJzM$#G`3x@Fkj&66eCEv zu|VbLGbep@4`2V>CuDpbJXz)z=-rM(X;({It%u3L0PjQ`OJ+@qa^Z|Z!t;@ncqSP< zgykw1z5<;}hxLIK_p^`U8SDRRa`Ruz8EQ8SfsCQ&SB=pm4{M*p?;YGU_e8b)_DmZc ziTejJ{Gaa1QkFN~Vzhgr1s}=w;R$#ewF!F#{Cj)&DFno?ZCi~0+hW2w%5r-CpZI=; zN>#GP;Tbj(^vGYD;5RTrhYF?mM26agI+zV>NEgOEl|kyZ)wYbvk+ z^kuNL98Zha$9EP(WscHiQrMID?Zj$-msMAp0BJ#)#!C`^jc`sPUHOF&K9<3oY7zro zI9rP+bDWmbFGkD}S08=xgZgn7>zAd*Ui*waMFq?jYie^P#kY`fshrRb98$24+x{W_ z0<1&KM8GH9S{eC6xJSSurs!PlFyF0Q&mW3~4-2RVo{oR<*=b}C%$Q>qIPA4OJUrfA z;x)J?T2qwksce4^$N;#>FTjoEs{CI|Z+GhBGZ~G-j_?(+Pl&$q_q=^!_ZFf&Lbu_= zniGGxxZGBpkCvf*3SYgzcP*@$tX=(%CzZrnrt-Oxkkw%9y)sF=yG+;dgMGGJubyC4a4}t88`&CT1({s4pPY8+f)_3WDLE+JTtxNs+KeEss} z9iSwGXc2T|C7TZHbTq6TwmyCVt}#bnQ*z_ zfEGHuyt?reSL@O{a^DjRHIWXI^X(i>lc~!{Q|(j8JMDmi!2%%Ns83a@B`av8Yw%eD zJR<0AJyyil=GLu}77s*!9B>b&17MExSQC4(VX*|jelJ4^JqV360WLju4vsG1Y&C`u zg1LG!LSJLwSa4P+WX6Q>(t=94pc&VHiN(WOhK`~O&-_I z{(z8SkxZ74Uh$436BjZZX#1RwieU~{niFuZ{BzHSUTFe8mJwJk04;0j=wJ)1I-2+^ z|J;Sx8lL22Xyw$LM`G_Iv4S}eYol_NL1W6ji4*|hbT=6JcjC!dAvgmj`l_k`rZQFb zp&g<}eFZn1JsyO#Za_f$7vy$;LwgQyr?j(O+FR#KZRbJccIQ=ASW6qXo zzUe9*x$EHs!Lc<&?j-Rl)ez0j5zMAUsV;=mKBz}6a_?b%-Ix5I!4q12%;>uw0lgl! z;;dPdUTE>4bCIk>!3oSA}S)T6>r&?fQjjCk~W!2 zpjY)?17XfWPohm*RNX|eauD&Nlg;qxWewekz1Quxw^srzN;S9uzII^ymP zo}VcQOb;p=?aI+IPaPRd!(~w67pm((_Ebu_WegMW| zc~^ds9;cU3$fXb6OmyzmiBal{gW}#{3n1#$1uF2~1*Vn@;hu%KV&GFqP1e1$kV+swv}TcDdqw|u^!d~2?0~B@hn%|-qCV18cBh& zvgf5^AB6zr5@mWgOQ*qi|MWIq06;&^CtOgh*JV<&{P0PEo{70U&A}Gv(JKvq!pz!2 z<~ENH1|&EX%xoqDcdj=EPI}ILd8#S6j%t3c<(N1wj5V>n%+RFc@sTF0n{<-BeZ6rp zBCi+X0DkaJS2!0+PpGxne$c;+$E``+2GOd%l-!0>j<>Ew{83_r9y z-7_KmmJi@1rm_)Lp#J2?lKc1Xw}+j+_By`xGs-!>4N7Jpc0#GwU!h& zkm*bCvG7%Lio3LNS236S2UgovGh4=YX|l*WG2FQf__Q>OZ|Q2NV?@ByRLp%T@IGE0 zMaX}F$Ub8|jv}W!e3$mV2b|WE%DyDjg$sm1fOh{0cgEs#-r>S-Pc*Ffg5y@b-v+P3 za`Eo<*)`*Yr&Zi&d^?EkO*SYKt~G$jSnL7-6AjdeICs9gbFFCjwXB>kK`;*MKMw&h z2Vx9RUqn0>%|z;x{Uv-+$6P_)z~Raj)#4p2H#GxW0vnJTceFiXfVpAyYyL8p=^^7g z&m6<1iwxys(Y=_M{uJ)+q@Mz#sD6j%mVWFg?V*F*~d$-TWO|{Bgru=Ig1w#Ow z!4d5MM@PV2zl=0Mp-&#f^cvaB;wJpA0jj#K&{~)2u6gO_8f>fb0x@N(V)jCnH{(8G z+ukcbzKIKD?oBD^YF4knA*3Z!7Uo1&IP(`okX>m;su4~A=ytF&AGlsz4GH=d))Lui zYDxt4twg)Kx(Ne&eS@Zs{GOx-NxuSqgvN?AEIZ`+8xfW8Yx(2)_B{r433tj$?Ko?ZD@C>ImrHZmM~;5zczQt0 zMV{@oZV`J}Q-lhNu?>WhZS+f>asb<48%Q%fPILtEqtb##yhi4DD<@%KjlgkqXch!{ z8BG!ie8T2UzZ0hOgZ)JVEdvWcq0%pb4+E`7d@FPcEZk);%?P1Ekq39Y3F=r%7_U>X zM6BVcqfVI(bT0yJY9>KOrIt1}S8ZbI=RcF;>G}RZLnwg@%5jMYUXbE6u9hVHAgML= zt~Y+f=OSLYKL;B}#7b+$I2$Q^)js}e+IYj#!$0l3q>#<#c2EG}pDaP=F_vwO{IG%1 z*U}RbtLwMRR?D3G&=Ma!>b&m&XXOPwv5 zgw1>M-xM6EXnix;5AM+m)UGrTSDR5!>EL7>_TzL0oKIKc+?&9>$}Yl|MN- zc?A>WFDyA?3w%PZbR4&%>0fs?ZHN>9?NbE4F zES`RVyQL2AZc0`}P9#8g0lI1|<`W3_eminq&cW{hi}0qpi1l{>HLj`PcEHt^s1G@ zu)+TCjHeEN?x%S?MHd=UU(Whbl2&%wiw58HRf9bv2K_sl-&p{9y5v86VOt`BB8&~0 z&lZ@>F`iJg>AY2y+Uf$OWu*HpwDPTjY#SunTqg#JHbM+Da8`g?Qp_c{)O;15kQ$ zeF1g^C!>TUXn_p45s&~Pf{Ncv#=^8S+??{sM_0~X`sVd3r~S&+25xQ&eMM%Nf!}b? znXRN!89913zjRRQ$?^LCwf7!CQDs5fFd(QH5d{?!29zM6A|MjYN)ROqLlgmFND@Rc zBc^o$QDBe^N{}#Qh8#pe9im8(j3PmYpybToM;SnH_x=8=xBjZH{@tpry3P#uo_kK8 zKHX10-TljL#;w|WDaNm^W(RcAiwxeozNK>6jAV=whrRfxplXGOP_a49Ks68yBn;TO ztE&}ypmH>WAl>s}sMl9~aPQt%M@8GAOkL;g{dWzcy-@e-Cdc|-;L@0hX9foa^$yq8 z-vB-m%8XM5ip!8(g29ed6p%(1GNMGRo~VjHDN3iYYNqO_OvFr$=&|qO&DiPA$&n%3 zbmIci$f?Ql^^nfcQR3Sc(IEna{a7gKO9VwF|B*QpA4v1c-z4*$;sgo_-!(q&bl2Cf zNM6yI)@+*V6-w7(9j4`cl-{`M^@f7N=G4CiU4gmP9v2$7m%@!_c=3Sd0%Z3%&RHe zCPuHiI7qlesRe)$AHTYMezw_Z#KIbL;VY^@s}?>1_HmJZWZo05A8PkJ8izEE?VA$JG+mcP^Y zI=#K}(TVnSvhnK!W?H9))Ia`s-jf_g94XoXNvc^6+MO4ul%F!h?`04NRrbSzdn-K! zDoAsl&U!?}lN*1-#?_sJz4%n1&a5XX(YUH=ZArBc=j;)M3jN!0wovfzsS45%Wx*Wp--X8pA> ze+O`=aIXP*lgh@HJy`Of-+nK78IGGxH@?o341fE2erzjS8Tsv5Hz=dnBX^CA5YidWnEF08gNzfxv2 z3i&_I&j0(5S0S{pmn0cH<0w!0eL3c4k=42F|Lw&6X>!qL5>#*O=I;B)K|!<>$fH7}dDV*hyM6#|K%^j9mHD1u8F?xJ5qL~Ox#oM)lOE z7C)nJJvulzXc>b^iv!5*Eo3fezT`jlGp84KdgI4r{YSdGy1uyzC+GGd=R@a_mfmLL zGeV|id_;uCO^lnNoI@mBmvFR6$;mx!kHm?n)B?~U^&q)EEhQ!8!MTtrrbbcd5FnsS z+O+vK|Md#i&r@{_KW7lv&s@=RWU6Ap(x114Wj^h+;*jI)It#MRDHZRX!A{Bt;7F3z0kL)NYo{j>753sv>x4>P7> zr!}-@?M`ctEt|dhgN@X5X5dLCqvAH$(-4kNL5WHn2mh|VOy3vF!Jjuhj+MG_ArUg; z@n(INKQq%VJ*JbBm#1&#?5F$EIDZ65s=>B-ec|h`SA#H#io|ZU8(dV`Q#!`IHU!fV zpqsyfWOpN|urIwwQ?JNS(Zjeg{e6muC3xG?*r8i8^6GJ#dCdSOb`S@G%FD`# z05sMC#!G-8Z1aZ|O}!0i<;WgK2pIe-v#pwdsog;iakHUhO)OkaDqN$i2BTKOnhlga z^FSZ5%zq|&M;d>v4Cj$<$gxY~H);F`i=YqfTcQy?UjQHogi~%WgsJa_?m|hBE7bsX zjIq#)D;laJ)I)8@9$*6=x@)oO2juw~Lcx8rG}UEgSm=J`-Q+mYL%j9lYK&%HZj|_4 zCzs`GlTfO3gX>)BfqBiw8VXv2@tZl{6^d9WQ`70LYB9+fQj%}4N7Ug`KYj~szmw^< zL*MEiY}nh44UWX$iPap@_jQSFo2a}uLK zg;USES@-3gXOn^laI{l+)H7)#ofVEnMjfc;$?V#b1>FYJ6K+BzuO2nFfcgl%iJVO- zJ%AtRLtG*ON^;c59Qe9c6W0LU)!RfZt4+X5OGP#=MB$CBzE$0bN3|Hz*IF-F%~@rL zJH6@r#n&hJ^eCzrn9ZB=4OrenuJsjQBDmoEi@x49&5SpLa_`!4PkNxiY-+I6be-aB z8%5()tqLz|GA#5_MC2wt+Q*&rUs9SIpt@JLd(6YE_2QEiL!Ijjcjo}wO_eb>H>}%d(f6+Rn6fm-Wk;oO%(I3WdfQJvB zJc@~A40XZov8^DAEC^y!-g@6{5WGEVx~DLDL{nXe(~AZAUW1EKGu7 z6NzjoFld3HW*BhgSX>T{j%a`aJ0o7J2LWl95l;%4L-gmh-Cyh;eh*yq5b*zVs1gP% z*|VeJFpJqq2ExVT^*;c9&!m!4)O}3!^4cT}<1p@R%s?$T>cH6~0Ge+S{SMHuIw;&g zj&9R%7*fn?y}i1z-t>426bASR9S)2>zy2%ET&5Ze&FoT;^4Tx_R12CTCc-|h2d7lM zB7);UPQ+K9bB}iR+%9n6A*>3Z1S*$g@kR)G?5HaSq;bzxe4)%J3TA-vW~;2$i=`Z% z(KOMc$Dtg#dPsQG4#me2S_dm5_-i4FKnGGfl0iVKWH`2d&8@$9q5)ORK$@mBSiD8? z6@o^fX_mHXZ4Yz@Nen%8A0XXVx2vsypLB#dXu!b={q;59qy|! z_}j9jqUUIHps=+nz$gHk4yk+LeSHnSNp*T_?(#F2e^YsdiS&co=yF&c?ElY~CGs{8 zOfS%-u7$(BWCTCEy0P*P=gn`HUj|502J-@^ z_>WWbpTI4UwV(6%pTPYlM&PLZZwp*hVJ~ih61h!-SS%0>_y~3UjG+k$J}_{HJt0B( z!i5V;&(E$Ue@uKn)YDK4ky^}0o_T|I!NM`PfUqCFb@>?EteSZ7ltxHM2nFu^#T+t$ zEmP<&I(!AZvcGN}s&@iA59J6Wkh!NyUe*ey_Ik%$8Nvm(h0+3ul=oV{h&NWXwp9l9~b_Z~_?3WEP;!=uDfS7XOvb8#Y*ldiFtmCqG86Vz%Imfek zyqaC)Ly9MON!)Uy5qk|-NDu;PfdAE*)V`b(Ov^c$6&o9S{pR1c;O~rNnjPA^ckefc zI_gE51O9oQ7Wu&GBv*>hM3ReKV^uH!C!Bz4>HcaM?1LOvGLzyqAHbOj;iFr)K zarVD>I)!|B7>9p3hO-r@a|ro4JNuM#WqY73v zfWL?|{0V(sI?WebQEo85LFMZ*u?eHJosCd53$aR4=r``CbxDQw%gFDBB3+iDs)&W2 z+6a7ZwZec3h&pPcTw7EE4pmK5rXGQ!g>_))`M$A)k`8h4D6kJ+lMyOJ2h`&_@C?>R zM-(UTonx2J%NFh!oaBFhSY4bzk^UQW^(h8AkoF&sVv;gv>LO)#Z4f~Y+IhaQxgcRRbmB&!rvr(0nQWi#qg2ypdgo;5V_ zn6$FN=cEj9f9Zmi`PELyYc3c3vTmsj!Jtp`?uNk5d%qG);Z)w2oxfE-0JsS!uB!{m zh}v|8-mibcCe_GdY NPl4bYO6ME6a}CC9EiV&oDO0$_(t(F@L_gf|gZ z&8YU^W)E)l%&NPV;4_kv2_sq%x9yEPnOVVroQP(VeRrN&viP zt&cwXIy)C^Ac`KQ2VmHTYP0WdN>t@4{TIO=9XYut;bCFvRB^B&;wojz?_yVxH@z^J zs9>(oi%3!E8ir15b-F(4dcb}pLd3fcaZ`XSw5}=e%|e6X*JC6aQ5BUbHa+Lr?>w&4 zfW(&ZeG#=AMlg%|(;DCe339iiA{2vrnPLe?fV?IYp|lYI=RhXtjje~D zpCQWWHjv3cc*j}y?FM{$B?(aJXIIM13E=_SKdvgR*^Qegwo+EyE8h7em!dmUq|HR9 za-h*{3rb>7}M6 zNrr&;M+64f)g2~KI@Y9#U#4e^@dsPuRVC2l^``LW2Yc1DhJlKiZh~MS_MkTr;gpIQ4!{}&-#1z$k{>EE+CeFTSb%Jx zV$%I|4)#b;Dt;YFz`HZa6A}LY2V?Sq1<2;Hy!VyAn#e`i|f$*ZVCZtGIS6{?tA=mP*byKF5g}n4Mlo4D%9A5E*9G^#o0C;VR zSU^$e5A51>=vz#i)<#+31%mFu4k2WNza9#nlY4gl@I}fQUO}_!8R>JdC<335Gp+cS zO{mgQGgT=WTn*$VcF|;CA70yZ6C7TX5(tj3cHk)2q0=MR5G)j}RVTPpY~q!p72eTd zKSdOI^}tyVA>j}t842|~DdIn?3IDYxq$Sv|UYV%~c(!haAEU2FEVRBQ3PAzJq}RIh zQ7ZYe(~>xyKX7n7sH{f-(%;7iV^mY4{nsVkXe+wx>Mry1RJjU4L>}h&Rr58)!Go_u z1bR2VbF)--oH;XlF;!f^ebT32e*;`vp0hl(kqZzNsQ9|i=hb1MeM|QXMK%1~t2e+! z+MMQt$1NQDQh&wkKDZ$^FD#_zPuV|QLCPQ~{RXMx`~_NX-Xxg2BAo*0TBJ&7|Gy3n z0>GeEdct+JmTH`ZBW&Ld?%U39+c(aiK7Y7kH35s_^Kj*nLw^|f{O=)I8C=WtR_=c- ze8iFgFrz03i1sk+-_m97sQv`pUm5a?J~dkmv+J{w1<`*{&x%Ovl0lG2`~4uxya0taUpfWz8+qo|5E4E zB~vy3M7a7-+Pmtcshyt~zgFl=3p^8polK zHs>}iYOza~7`FKBkvsjG#-(-Tv)gjCbQ>R%w(v7B(9(q7UwNluY_x~Jvn<2M|4Z|} zfB=i~fjA~vyB77J(nD{{XPRkOGO$WGL#+4r3$3@SR<_>juJqfo_?!9P=4Uf72+Kk7sjsrdCs%VT;58k`o?J3MR0}|Iv8-diXMfl8M|kTTvbru5r**Mu z%=vw;&^V1*S)H*iXAaT+dYabtmD&9yE?tyY3GGzdU3N`st!;%-wF)}|a2nGd6&b{d zk~=b>zzPYfsi-JHP%9Lt!@T&`I3C6=qj?*??b#&HHamqS?h-WVkOB~&J=J5%i`rst zl^(@U%W?PY2pMUc90fn}iP1c#ATj$N;c zs8}%fhg&}osmisbW=3vt?tCOV{PBo(!JU~2^L5Qlz?f^tYEGz*eF&aDx`N;}URw@` zw*soDOr1IaGZSLpDclmp^mLhRzRaT6&zFY5^0of}2IH@9Bu=%0kHlT8VP~8Hots%S zOMhT#ih(1ap=SFv+@i52mSu~eiCV_zhg>9xAL?6?ot^TapBvWsm_cP2wK!k$wvFpL z*5oV5mAxA(;Vbuw2aaL8eDJu!g||X6WGG2(tlkit`1hh&dujn<9I(w0H}|;&hW=oB z>uuet7ngMdt!g-4-Cu7Slel#aWuU))*tHx-m#O`vA2b0bZ)aEoJX-Or0gIG@AS5q9_@{vcr zZa=~ZgTCc;q~sqC@#|(rP8E4SB)AH-k?l-5^T0mMI6gxw$Cvr}$wZ}f@87lEYBpj$ z*Cr}lbL!0XhTVG3`uCX*23uY5_tkWY7!xgT&wg2y<9ljce6-bt959}Fw1!K}mt11R z()L|)k@T#&sAV>zcg@T=%bzk4A%!&bVM(Q*A@N2Ls^UCmiHpr0|E3FZ$+#Br@A=Dy z9CER0LZ(2VRtFgOTFg zGXvr?^5yHL&Zkt#NqNf%)P+rc5TBAScSyGN7++u(VjS8oud9S>)d2?Khc5nhpb5)kzQzL z-oxjOSI2)F_RBE!QNI~gu8%E2ji250$PVH&W98(n7Lb8r`BR6j6Yj3yI@q02w{4LI z(;~vANS5h5LD>^_^kL@RPj%cmP~&QBY86z^(sT)hNN`&ANKPO37%D}CN7*LJ1-Cks zof7T}aWOm(WzX%Z>DkhSA=!rn4#gGJ-Z`nm4~y5F8Lw@JOquxVEA+K2wZQdI;sH@- zu{VYm;Hfz+Q@z&wM_Ht)d=B^I%}ld}UMljX`o1}D^h}T7OQpRcQt95wrAP3zF8;rr*k^UQwm3D~$?sVXLnc9R=lJ_(UI+_E=E`c?2R?*M`ogKmE?Flh=;N7*_CC zQ1SFaz5BCkSvRum-;xE&j{GziUanS)Z}%tYt}9=oVb@c+JwJTB2Wo5I$bd>sBq-uI zcEqOt%kf;ka*?++%v$BNVn5iS5R8Y{{aHx$#ad+0kkA)h=5) zGbjXiRn(L>^jggiKtl*^(io@(W%9^PaIq>1pkLYAQBwY4_H!JO;q6UVdL2epRbkl7!KwbD}xIrH00U{p}Q}V>QtZ zn)=|bsjhQa3;INa+Vp=~@07kB>b?xwCo5#L<)ge1-(xqf3PDU1`@p*L!U6AUB@E%- z<(7%&5yR1sA`y3tqcSJn$vRf@jid}gV0n1eJHOzseGWxI+`IUQKx>XyRk!O&wOaia zrXo%$t|xn-tR3>b;!kKrlUbCz;jLO~9;S8}i}A(9JM>`LuwJXOAmvhdCidLPLV$6y z1s>-POhS^H#yauI@0n#|yRj7`ndqoHvsqn%Sf}S-e>1v;F*^|2R99#8O^Iz>WI-hJ zR@m(dsxy7#IkyS}msodWIMbNbE#LQh$J>YBGu?Wzz+d5Jdq9HG`V8>PYen<^i=KI-Yk1|sYO|<4QdB<1To$_9={H-1%ke5l_c7+SlN=o01ob7S z>T;4h2_lXcEn_IjEnqhm?-e?~Y@$V5yUaL!dWDn4p;jwh+cTz2xrqInF zr;y5aT8h2KKKwZM3H2gRu9q6b?EI$m zm_AwQiuT=1W8K@nMc%6t?x?wO#uSaz7#%A z9n+}K#R9(ciHu_HQ(f<$>mPe#^yVqnWv#$=EX^{0c%)~c;li1 zq|Vf9#UG2!{1(mMY9!)+iAO2%t%?P`_y^72QX8|3B$+QZoq@_n;&L0rbB73~Jxnwm zV~sv$yq*30n!cxQ*Q%%sZ9X)@A3Wou&xqHXDm=S|C(+2t&#$&oB^ke2k)i~F*zML_!5w;h_)q)}=)(*yuU*MouY4yNbuKLZ-ah`bCxY{K1N~qhg;_ z>btXYuAL;QD0YXFcmy)yg^Y|-M1`6DcGJ&UY(B?tX2{QJeoaw8IQNa`S-l^k%pmIs z9oYxo1N9KTP!p)X{@iwd9q?P42c&6&?uer^wP`r9^L}mf7qF2Wh+{G1V%p76`cS=G zqFBY8-g|ngWhO^oic~9FQNEczJIPINz&oG4<$xCHrh6UBkx;dQnCYU&(aC2$ya>A{ zG<+>uxG;u}pEm}-(0?B8hmr@`8Z3sJIuiRV9K=V~HjGaPmD5wn)A>A14`@IWrOHk^rGERabz@%EOg6eUAGlR~Gn8I^BBtLCD%I)_zUZU>-RZ#9F?3C}4C+6p zel+(*i5(90JXK0XOfOwX-ke&;UTrMcXm*P5z225gD2AAj=CVjgk4v2VD(e(ozVEy$ zbcZiSrx!~Yzn~XkeX^*olQK=1(c{q{kDRj6S=hQ6CZmgOM*_s*cVTG_D^VtPt=uvb8ze1c(G&pjy0GlN^Rs5IePxZ z3gzK}dj5Ba5SD2PsW<2Q-Ckrpgbd9Rhe?X%wZ%(bpic>ssv7N!>xU_dDBBjbV**B zg`c4Gie}m^5ikHq0PtTf$NR%UK?o=o@Nwg669L)|HpJ7JOIxKNPlV5~>cx2EjlNio zHascWRk->JAddPwu$--8{f{3FiUjp=L;1^h=8(`?TXD$yDt!%4#+N6mp{SH%&BF}f zC_Phyw2f2(jMdc2F>2Z{*Adcre9(~+6opTWBq%J4_{^i|VEWqI%mR!d4gf9*N-MUT zNxZ8Ga)^)pX?VC4ecYcQb<2sLlCh%n{*@R*v)za@fx^1AI`5yh_q#a)#a>X5cp|w}>0sypxhLauH@zZ70{u>OV zV}Rfnsrt$C)7{N@Q1<5UU=Bjr#(j*rQdfkTrK_zHaZi9adE#9YGJX zK{W63+K1jdO~33z8Pv|z@Z)-Yv+>3omQ5O#@6T8n)tMi`a29b6$Zn(W&xJNPH3MD! z4#YBPt7bUMb6G_A*T@f9LDFPZ!r`9RV%P+zU0)TQRph{D=XRz|wq=6lqC*}O6`CRs zdw%7^X}55_#FkZNA;bIjYgdll2Ckp$kM$AWJGP~o3Xe5rr|OC%4-1ibbgq94D>!tM zeq3$t`2BT}-?(ARaJ^ILOkR#n$3=hD-Lo!fN}$B;=Sq`0ve5)&lCY3mw;XCe({fM~Vn@mYUgBB1K_w9y1UkA??(jx!lA=?HPLMlXn_j736nKeeq(d?s zL$s0JMxP+}9^bfu%oLC%&9Avi9J02-l2-5X0 z9`qkUu5gc_j!EtjqC%{$`&V)8b~v=K)vC|ST{#+bJ91q`EiUdF3mA!_kv6OSsKjTi z*GOMjspPopt+&k^_VQ~brOL!lCAU7;WV@@h5Qz2B_FyCO2wBICkut2ejsUq#U7hby zN-%++@6q7xxu9p$8-~ zeiUuPQay1RJ6^#>Em^ilicU59$?+-4QO|*Ty=xwlaW@0?r)}R6{TMzI%)f>=$X z!tsXo{2{e>@}ne#$+5{K) zV#?I~F}26ZvGV2bFgkAhB$KS38jG6dMng^ExtsjDkg%hF;f#$RI>bU*CB{qCBgHXAga$>)6)Mcl5;kXcpZO{*HSS08$JX<)z=ueR4`uf=Y0(_T!pG zN9TgKq*Y}H0oqNBqnJi>e>{J2FV~sMq$@sg>tds0{wFI_E=f?;o-|UYU~PZ6-5Lit zrYbab`1Z}o&ytJlp%8Pp`!RFRl5gf_XUjNOaBxXQ}wV zQE;wkb;-V;+u{VKTVP!kBWMlMzg0EByrs4l1Im3;*R#LzzyIbHQw~vOcK}E7Jz`8#nZ{Vt@CBZ4Pe%xmLVi}`d zSz-sfJzI0x-r4glS%rgd&sIxDi@pZvZ_^2JD8B4KXZc&Ju|qWbiV``gHj{_ znJ_?jP*hU8QMmh=4$ERu#`SJ6Tdp<|o9a8Ok4zH)+cpwKusD7#G#$V633Ct6&8`gZ zo&-!5AD};FN(YIIt=*Z}u~ZW_uY`ea3yqffwXH(1bU^M=!b6uXA-@?g1<1qR&{wQ+ zdn#Z2uAK-b25_|)O6`ajhc;S%kg+0{1q634(N~t4`S~NKzYY4bh|li&kTc+7`+H(9 z1_yiQc6KDsfMccJ3t(6hKpWK-J$f~WA*aSzKuE1o)dhGxsE!an!Huzw7(dk6nen?y zfwk*l4WWtKq4aXg+&6j{EpU0-Q$Aee0ycQRQQD^yi&aH_Bb*wgGBU<F9f6XIhjql0%zA%vnI-% zG_S;M*0>cq*>z5w6Uxq{VYj4$J?R6rt*XCwLqNh(sMUFy;ph-lAn^h#KW6gt<~(-# zZX_~4qdp*qarQk}%^2-E02+TJL7sUnU)?nL09AZ-{X#EmfM27?ta0m8KMG{j9));R ziSA{D23wkgP4H&yFW-IqqzO(cU8Jt z)91NMjE9u-uzGv0H&K?e`8h^?bSsfQkm*cKHWd{+_QL5C3VobV0^@?HDK|#a1fmK2A%=sVhAFfdNKwRpna;05Yu_z(fzoMF}SB+nEgCTdeF4 zJpx@nuu>y!R=eUdI6Sxy%nWJHq~24n6X=IVpa;Pnzgh>?<-XZq=?Q>fN>+c2jbj2l zP$_M2TvX9wN}awniTm1scR9$$tqc%z|GeIzX}}BOgP|_R=cIg^oSDb`)sA)Ul}jwK z>&m$18G+~O=M3ikMLwptH$CaI#D)_ed4ua4sRmTLcHx$>izstOs!SavYmp?m2nuQ8 zfFc~wuUB#`@x8&9Ilj69lI`SBOPE^G{zi*(Z(6-l){CW9I~faMsOLy@kpklnn}DW7n&YeA z>s3qDt6vYjOF|XzxD<+s9-!^4QKtxv+S9!b(B;(5AvpO9lvE2klB~t8U&I!M+MqU) z>vDHNU^kbAvtuFvxAgQ#aRD=UUbo|R@AZ&)k;iIyXe0Cx-i&?WMOgk0hf%n70SfUUlHAX6ZSqVNurj_VM0g$Pg@s zBUhb^+}{9w%gJ~jw+TPZjnD+I-heF>6X(j|Z378+W_19W`J46(i8bi&50Rp40XAF9 z#x47gm5iCWUE;-<>Zxs=0QsniS-WfQ5TaZRNaizp4M=L_{SvTzkBx5yJRr5ro^TA> zs0?XX57$ZT59rwn*ELW08t~9l2qz-f_m22PXc-UY9OQOpvVmR+W6U&$ePAX0rg7AC zX4q60C~fV~Yn(eWz+6%V_A_>r2%%aZNHTVem}2V&Bqopq1YVN9*nsa5*o&&+!zg5{ zsH76ER5xU-1*dED&IZ#whbHqQ4v})kfT{5UW7W8&!A|Ue!UU-DD+t#&|Ne4CEhz^g zOL0Nld=h>jom4~5!IyW(a;tnJ-v}50d6C?vl((I;Q3%Z7m8q&ZQQn&A{FW3r-@UPM z84*GEi9kZezf?#J&m;p9$(z<_E~Nqo9rgwPrPzR(n-KTH!_ac}g-9}_p-`L0Pvlva z56V*7uC13#g_=jNRi}n)(sEPxu}YbFAGYs0wJUmRM5Jo4L$uFE_5y>?VX+^tHxBuV z1h;Z^mhlIZi4e!}2HY+&HlxEY^&7O+?d1aB{$d@7PO(6Pk$i)}(Lg(kUJPe9i!w13 zoflY5x5OegX!4gs+9xJ*opJ)6(Up%@i#=_u?IQ^Al>P*@|NZp6SeyI#fA4 zjCW&xJQAgM241A53B&+1Wj@Cet&9ZD)2Vajfsy8-TJ1gJk|TEl6?3a<<;AJi2fSzU zG@|#NVANXM@ldzJuM^TD#X`>U#Wjk5%&oko6Z;j5qZ^-T@zCYT;H`Gy^B-|uPTmhY zwuBBhIpeG_)zRlvI! zV1i})TCjzA&PBs9uPmv(EoMnUHWs*rbM8Y37L=%Za@Bqc^7@A#Rjh*Na(NB?%Y7>N z;Vh0*G2BQYYb+Qx<@mUM7c>GBY5WgQp!}qZ1)fxUF!is0bJI`4VYy1z;SW!s+}Y9% zo`l8MpQapBbFw{up}HGDgS$y$b5gMMBJ(UfiC@b2+5BHE`4IuQK&dBHcKypw)c3MF zll{U4E>jfq+yc#A;FMN^UmO~{{$G9)w}Bzws#MOOeeSQ8Tu5-iViGRZtXT5R+}SBn z3s1__i<0r0`)J8U2oo%(5-NE z$XfBh_Q^vC`a#Irb#bVgTDqx>_rR|8ynATPuZ;qHGZei+e6w~G*hWs24X|2Ph$KP* zvFh)}5S-%%A76c|sO_M0u+vOx_`Snqk8SaiTI@FM30;ira39(A# z-V0Q4l_OqHJJ2m`py9ke378m)cn#aHII-S2lWT5na00MfQ{SE3vi#Ra6=O8eF-vl* zxTAfY{Xl6kYHWqsC|QjmhGZka07!knZ3*w%y;uR{XEQxDZN3?AJ^Mv|#fI~Ar~oPH z>0zCY>vBN9*RX-8jUiLxcK*S<^|Ii8G(zOC9Xy=CZKb6tZioP5k|*Rb&}ZHk45a!@ z#ZKvMJt4dLz@jsU4qT-*V@^Ac%A8uPx%GAfrpqkhNP)`NoMqkJs6`Cyj_(l(zS*yD zq6U2>c{HcKDHkImAEe84WxW5grXd};G$aUNUdaU#jyE{HdiO@!@1yXS{meuQujXjM zW)iW%MEHZq-cv^^LFdT8@iq{0vtbC zlE`jH5hy$)s_;7owbd#}=xNlsS1tAoEaTz)v8!z^p`1TExXeDt2zo>1zx2t`H{v`H z7_A|9{J^JWhucG(`Bu}&Hj{L1f;12o#FWeHrT7CDGx1mtr2ztKfl;uV-4r;RgB}ml z5FIk;6p_RkQ(}HJYJc&VSrjeCFe==(DcJas{CjV{CM2R7dEvpxc|`k4_wgC#uVaYP z#042YF^XF2#YVMkz`Q4c!CfCCN9gR>ntdTFN)NF{iv7VQ)Ueh)h?r$f&n&)GMGZCP z4AzR|mgqvBUhk0Fzg%YHUB(wH7_eq{47C-qjpfkNTW)c`RZ%B961Ce|1b<}k<~W_iYT zN74=j(tQtUpEOwa41yiRe%_gWUS05z4nj@n)A5PzX;4)pLj+oZ^0Q05u!OL^&q#Ks zs4k99Z}L&d)>m|!)h=B;_UR7GN477L=~l?vMFd&?l_e9{_#EPLU1(UPxkJBxyYNk; z_`@Y#ub>YL<|j3VlmUd$wB;J8EA|*N(NSCz59}C%D&G!gg0{1 zg9JCX(O%m%UU8pAe8g6U$_8c*4<%1ulyQ(ZbwWXt*w~!m`l04KP8g%aGj;HI$+D;k zl5(!xvI1AW^0JaxWqq;5Mw0RFLv2nI@0nlmt)yrg9B$=4_VK1ZN99vt3bzrp%_^o4 zT=ZlFH4Lpu2ahQ)G73LbF67^XX&G0l1K>@nSBh%%Z_UYP%gue2 zi5^HlXv(ShWVC0eA$s9*7y5#ZFQoMKLSH;s+}RFFv)>#j74$(N_E_+(+S_)`+%ld9 zN^$f^du$eDe5SqT$Eg+Vd<6uk6#Xrz9MM`KUI1i&QpMcGb;@(zY`2gWf)m3|u{S)4 z_ftFKYSpM&l#WLV4R#xRTueC(A;6|H&JkIDZr1YI@>C)^mN7_o+bell(bVi7W7C*W z1x}J&ptodv2N_jb9D`9^`3XR+cl_=$6m;hn^3;C9ZC(6X)N11w&JWK_x6H&~I6Ev( zMk&;Ue>OQwtyVw;03!XK0%&W?rgcZkbK7?Gz39vU4BRR;5cxjKuOPo%mJQR3%|%GT ztK^Qp&mN>?Uv-@#*Ql3Qp4S`S-*NMW_Gc)2^I>DYIsgf}089>9l!ao0u#UArm%_aiuD z8O+Cm@FhbRmj@M({=M*%MzAt{V?v7Bu<>;Xx5;Duse<&5NmJUlGmFNq+B9ABl=(J5 z@6NcXv^NzYgm+90bW*F8Vj5JZVS{o-S&~hq3KasH0KH0m$m?*xmE?Wsp#EFbc{VP1 zMgK1P%^UX(=O8>OS954QfSYyOCye9U43j#V0jP@YQ0`!`cjU|Vj60?oa^d)LhjLu8 z-SHeby%y>xgC_2 z-Oe4KW%?Hzo;@ntP)$g=2k|9wSIYDNw<;hc6s-Db6AaY4*ajam9BcRK89}yRBYfcQGolg&lAAk~a)jYa2Pc#mD%_3R_)rF=ErkXNlszfGa+e*|$yens9Lk zm&H33Tl%#Yx(87>L6pxFi1ejtHLQG0mTs*_Fs2=Ava=nbooigr(VcHaB4vX$%-3lS zFg?E~KQPj~_*@KR1K%Td=!h!Cd{{%r7{p%?ytR3-etib-OSzL-XA`RIooJpn^2Km< z`j@`Q%PsHBrFF^}zvt-Y$Y|M4Vs?e1DL2~4LA7_8RbO;Y#Wsf(9BdF`T?@fp3b z^DP@rMQ@pZSU9^J(hV)jK@A~YJBusG% zPr1?A59A`dwa$L0o;gjn?P9|y2*gd|B~f-}_Ls)gpGR)=?m8$GqlqZHZio5r ztMg?!nM~mw`N~SB0BGhy@PzCK-w|NvH|Y3$=WbBeGiKJb|6z+)FE3pJ8Jtqp%H1t0 z>`BS)NV&pFE%Uq*do#;Kq-CY=^2&?ErzKWLFBln7C#v26)|#6(Vt;X{0qkC7gtzzCl{*rR zAW)b3kmr+j+5HCSf=xoIzR!t_X;F0qb_*UwJ+2+3Z(Aoe+8RV`ek+Jj=?pM0vA29v zQ8+_w**lb9agAKufkl}Ph@k~V`gBOp&OmM^^MNc)2^`hc873+3&z3&AB|GOE|GHR1 z4KX=}E2rgW#lQX(t9BI->@jhGNoBUTqSycehgx5Tb8=$NLn!60F0fak8#b>S{Zwlr z&2H6f)9DQvBPq*o*a&!E6>{nZ5U`u6pglGjtlC`1;D^b8LZ;qK1u^gj=cicLR~H`@ zJg|#CU>ed0k^=zVPtD|MX?GEOCSWNE~ zs0&KGaZz=W2vLxJ5WO6f0E4_MQ6{|@0#UWR#@*&7BJeBuDi;MiBJy7i(Ojvqr167n zi(S8cE}8d|G^SMhdNFPKIA_O6AH^Is=_ zCLLm8BStfIA`wN&zLAS9-!5sKcD%96fT8}nrWX|5ylgWv?`?@Q+eYPG^7t@p;EkoS zdF$6{m?g}-@Xp`g8P=2VYMpK=f9>{3Dh<0m4jo2m3U}Gw`YVQbPRQvJUo%QoF&Lf= z+|OF#0BHn$vGp>-ThA4Q8}SN#8K&n4BX1P<%DYi?SOJR_UtU zqD+h{c`DE08(lcvQI%fHMNJdP>yc;LG1H+5>&Q~IUhnL(F*}l0y#?=_OGr&aKnNWi z9>31id=W;(bNbq@NfaCYs54}B2&{mocg{zNNttz^U@Wc-fLN>H@vWkB_rM8lNT6#E z=(73Ax`F*z@koM`h~h+!jz5-iGb98709@;N^c=<3o4e713j)dtlT;P|{iOd*n$-a- zBR|v?xbV;S!6`vxNR^GS>tB8n2UwX^;Sv9R3!c8{sS+^=!Fo~yNuG(Kj}gctMb9*3;zauN&+0oX)rbaR|{U}*GpI;h?NUp zw~w+I2{tDnei{%Vr{_fP1-W%{GBpfIhD#Jjw`OC|E9V2CVffSvEV9xM?~l z=~#^jNYhS(+(=87Sl|FR)ua+ESAIz~Kk=6LK@|ws)E)e#3Lq8~mUI;e04677GneQM zhU@y&`uV8?-?nV~7sdMqRQz$1cWa<%>pyAdkU(${d$NxgouzDsIZZitQE>xQraR`y zG77Tz2ZaXXp;i-)cTc1cTIOGD?$?$9@P=*p66b$WcJ(Tt$;x7MjFw8`+$TE@!0DFG z#;5g9F9i#96U9XTo1VG3|NY{>>G}UkdhX?n*H@Pt!m0-!A@Juko2EAGfDo`Zz)|Yp->p)qwJEUX#6k^5n@IfP#$1lPBn~Cr_T8 zzeNAjLPH=J^rt{`*N~TbQaeep|EKcYMp8xc$&-cz%saCef9kJX6!hJnJi+e&`#~FW zF1LL0qo^d+^lJ%847`c;h%1_a&Z!RLF}qB4)>m!0^tlXC;KM zo7+X6zrv@7uC8+K23;L@1V1iyef;v*#`AP){k5*E%cIH3J5Ot`g=GA{K7SyKlPjA3 z*W%=r`(o8UwEsQW7iSNR|DTA+;&uY_F<}2ZW9HRYs!y~3%I80suVMIoQTg{p{0B4Y z|Ih6I)WaV!vM_k`EC$HLlJb@w=KP<1|67wgMV70bp2jEQV&{|&|GV|S44t_Bh*NL- z&#F3kCicDb-yrcH^K|2!^TNc@|GYlreK=gGJMk-<{w$7VA(wFc_t$@&FJAlaasS9a zbBg5uzRLfrV9rMBo$haHy`6b<#tP)lO!fVfF$&^I#XA38XhJ&r-pRc^s$^o{FS-9l zaNY-b@=xUa9-kLQ;^f>vv^uOVUmUBPKgs$pGW^qpD8hh=m;Hh01k=PcI_&1^P@WdF zccWA^O%Xj{Zg!O`W*poT{qMk!4?KSY-zEGbXH>D!@)P)%hkNb}W#eGm51Dl8wa$yj ztN$Hcd^j5af7m99q7WVLyi}m4$Nk^TDibI4-+BH|P5i%YY)2Nfgs*!V!u!o=K`$Hh zVzpT3TO$8OYyatKcABDCO5_8?aqa3IW=mBlggv4zFTIwRmt$3WPWJX_GL-S-ZyNdd_{?}R>h;+5YIMe}#Re--zpD))y@#t=SbOV`zab?=*5!3_?03cZ-x z2lWOcQA0?-9%rnwEwj_g7A1DWFvcXZ6xc_jq=1m zbXfCRY&GGvw8WNI@uJVIaoOcNYPxb~DJts0YsejeOtNl9Egr?fc?NPb47cT0^n96D z-~LAJn#8}m29!e~1}t8E11Wg5=Fb&;3twlZ6vR#I?-PQzay#z=MW;V6no#HFuTDw{ zJxEJO;I=F=f5<4WtFu|}4fGME3KYoN5&L`PnO6z_ZW-cPduXi|xGhGTe2Yf?sXhM4 ztu2?EGFjIx>ZS646n?r0c3#eWUZec)m9eEq z@`=~G$1beJev#)fSrfJl8!qeiS}rLgImKP2l+YVB(8 zLi|>Ry#_XuQ&OgzY*Yi8{?!5ghbc{P{~!+f;y7QaZ4`JhZy859MxDm~E7lR-*^BZ} z-&WgRTH+f{&B{^|q&U9O`NueaW{V7``UG!trcN_*LF-6jMD}4aD493+wElhhn!zdsNd}M>({@1LxZ35t=-u#-Av-`Z;1@b2ZH5h~V>~ngeFBomw*iR^iD*k?0&*8=>)uHlVBe$%F)tIF9vDng?^i= zro$*$|1d_ElyS$mHfZNyuc@*|MeQZu!3cXRLaz#E{-d!Y1Dv>{Cf-p7La*u{Q|lRc zhT3sFt$0BEE%N}MUYBPM2gfZ4DltL(Td(ZA1~gV}6Yb*&pKPbqPP{m|u3i+qx=uSU zO8sjt@`f`DZ^b_5{>8@2CBYxA5G()9+uFQ4frrJ0POwW$kHFftk8^gJecP4F;z@$& z&U9=4EwnpK#K6}63{RO}0d|xQX3?lgXTGy!>JjJ%Au zGT_J2ginu&fwZ+u$%DLD(9@{gEU3g#KwNY4?f%PX@v5D}n;V$aTji0p>3dWpax-U0 z>+T%8Gs zSbphmXls{%`!-zHvlu0)*2pAWjmTK;v^=db+}$+*O0X-ouA8*k`TO^f`v*Ny9{icf zVI<#Pl3H15ZE&YfI~o~u5bAJHm~5itfN(6(-}lryHxQbz0Mo%YKf^H`=r-Fbdqe_v zrV|383l~iSYLK|wsOUfk$Nle2+zL|rj*E+?6va;Cc=!$2-5fQ|k%iaAz2caZCY8n$ zsq_yE!kKoJ6`$ibF|+EG#6R=gzCtY{Tm6uX6VL?4XVm11JHl3HtATw?n;3IHGgotI zi1zbaZgA)0DCf|V19`RfNIt%mLg+SA2K#rxc&Vp30~Z2Ty0xj+8!6wlIYSo4PVH!%J%lSxu*Me=I43t7MVt0zdBFE$?8CJU@4S@ zuI|-ld`J;k5&S{Ffi<*7SPt@D<8uFh?LzZ|A8Wnyp66g2LPKSwmf_iics^xSKu^zR z0}UNzd{}ptQTcZ!QYPzw;B$+SJ}n7;mKea+IQ!6zv(y4ZBr+_l$E`bz)p=JyE(2F6 z)!ksdt-6wigLCMx^SFrc?2XnJj?NL{lrR3n z{N8l&LcQofc9cN%9g3X4i=b;>MqZwzsoNm-^&|b*8M4v->iF*+v-SC2tv9uRq8Auy zF`7P_SJ}f+NGzWsX-kY+p@<>SUeBm$tQ)RDT%&B`yd}@^`JPbXn2oa2OxX74yw;p0 zgBAuPvV_n7(l}tam5CbE!k^#I6o0F(&7>NolK41Yxa+09)eg&16OC3`_4QV6$w+P) zbE?9RndSfXh#o=R78M5;ZlO@&T&JAJONy-md}P@G*v3udp?r z?L^ei85%i+;IVlHTFlj%32FCu4OH?YISSEFdNSvcN$F6kAqU_}Emq?Udoy1fL9`5D z*}+XgC}?plkKNcWM-44eT8g~E8(%Y$F2~IivF}-S1T2?gxxG(q1w&GBQtaOYEEIc)xf(mySkmSxyqrdm zmfJNpoV|Q0Ekb&KT!@`^7yzR4mSc2EAg6U~#;}knw9Z~gPzsW8Ob&?(P^75Yn*F7A z`8=Q?YOgv~bz(Qv^Kikl=l1+s>P>w`*P>I;E)}q@c8AS=!6WbnZ@P(z-RNb1gl8ZP zVioiL#`7LIjXZJP^s)Q>iB?;CZgDZ@tA|J6nQLKeW3gAo>%w1h-4niH7L54#@9Dd` z6WuKBlmJgj+B)BhtXldYw#t_1eerF|gs0Xvj@Cr*XGr_X+@2rQB@2!wXRCC51&Xht zwbo`dls<`edGUb#@+RLH|LNOENc77XwlR``%Pm2cR{eSQLpgic*YS9@@SpQW}w!3CET{qJ!d4YlmD$CW62LK&ie+MMHyO}-Pbee z;-L+pm?YZxpN?V<%ggQGfs*2-U;p-lk-ywwENXgG$ zSyW=L`mBWDmoWac^#S}$;hW7<`rg1@Te?K5gKnp*LkVcVHT zTa?iI5ve={lXh2OP_1)hnzb6VN;w4ai!kDLIT9H&%}B}18zCIBT@*brm@^uqg1yZE zXVCDFM`_ulRvfe(GE_ZdG|m(@KP znas_UT_vzGV6l4V?j~Y+Sc<_Vla$p1CsX-71N5i1B9$hY zP*y01Ei^|z*-~%dI8!1ysM`kWRpBCQ8wWBhKid2jBklx+WXZN_{vr!7kAGG`uinsa zOtyXzJpIa07@#VQa>C32UsiBeT!mGZmqR@pC_mtIrV;=%f8+rjw@233M|cxz&2??j zI7ce97*Vb**#(Q0{hE&E&{*s}x(i{(uc&GL3IX>QV!l}KTC?yRX7D$R2hA-3G}_DLd2?C8!Y7ckli1u&E+}V z$}NhhBsjHh6_gz=H>9HNHfaQgkciAUxG$er0##}lS)Mrhq2#_?*k@+h;`#n; z>PK)==~bb_(PI0reSRlXtCF-H5jr5%$F>!ci7C;kOP6m3x@5AIrZW7}uNj!MY0svO z^MotO7EI|Fq0&k*NqUMNI+HHf6dG=ukFS#SaHF>=@W-~l-E~C=e<49Y3gT06jiaY^ zvgGR2HQN!(d4G9dL6+{%SMNTTBx%tD)H{<;dX@)qLZLV2lf_=b7g{;9?Mkc%Z}av_ z#RBnX<;&C^?5$8uhZQk{F4h3{fN@yU6watbWox}&NLaU{%u~FPsw5dK{kK_;h$4sb z=2V!Pra|X$Wz32fCR5;*eD()t!h8OJoL~t!^bH$6)`WIZ!3>bvLb_*wNpW8*7(A1f zpv@0m&n(=q8RuW-DRsH~jWsHIRPEzL*;4Snl^v&bN}W1kC+1IX>NX6u%@sT{*yE4d zo+*i~tv$Xur~4@Y`C3(X+--lPAYO{rdQnnx=eGQT;_DL;@8jgz-lJ}6p^X;kwBE*{ zt?D>^lMA6c@KD9pi7Y-nAjpR{=>ShXnEq*)VO7O?$5(AbR$srayaKV=2Ecc#_;39h z+%vZyg@9Qjs_gj1B`QxzBQd;zM8}p|A-xGpq=9nR=jbr49~iZNaURfa(>F!Fcia(- zxMVB!PsL2455$)wK?{=w@2SDj>@FRxN8I5{(}WSZ9hSY^3N&aDvLRQO9AI{-Vh{2D z2pp>)e;pHU`?*vC1waB#DqGBN>4+SdVD%~Uhu%$=DsL{a>~|f4H}xVx-v{vD=@Iw; zVktVwCLk5APev2M2C0hbHKl3~^u~@oPG$~h_9&_wNLaf&-uw&YFw|Z1OHV6lS zq=T=9uIN?3dR+lEPUn8lgyKgI=%?GkgPD9Qcs*d$EXG;RJB*I2N_)M#o7dQcR|97~ zLnw%^Z-DP3pV4`du8)-=?|!%weoYG)+J!WrSDR}72_{g;b}EO<$CHh}oHJ|filVwQ z)FR|=aW z*4#iZF8|7VAH~^vuQ%f4l+jtx!uG607am}5X zn{!;~t$I1E2Ss7-Ui>1zSp1!1+B29`*8wc!I zmFp3=OBRoL!^6<;b7=S~%jkKNJ98@|QUN~5!6@a~LZ~d3hL&bD;e1I2#YawLulDJwBa-TL_`(~{n^Ggxe*B_fg zu6Jq?7b8rI3>_(__jV=d^IzGJ?(+Rq2VRQRoovuGYvzDD$`MwRI25<6_sj=`HBi(O zy)9=E8Ys~Yl0VTOU7!jVBzT21%}J6Gw-de)mK4POvA)5OnJYb<1ax+f4VyXql&;0B zyp$F+6^qjB$c{v}NQQ?dEgY;iKW>a$%;QxTq%jm~Y#PcyAcw@NQdj(%2b zo;BzQtx?Lgu}I3vv?N=F=H7F87YJ|D9XYng_^Z3ER4DJ|%K1iYeKbFeS7xB^e}|Wv zU4(oB*I~CgYki$6GPY+S0J6u98iOfWB2GxeHtB06c)zpLjr+!K=RREaglHjua$_ zp>7d{j73WvCKfZ&nzD>ys_D@DhJF$wuuAT1m~?=$)~Ui<-7I{(!Uyz&wmQq9g&g+P z1M|tL2WUrH?(i2~YnLMnlb|a*aKnon0weKSz1w=#*zmb9@e#Tlef$$^byoiG?CXIJ z8}EGeX8fOM>QEPI28~~F?TsN*->kS_Ty&eP4r-|Khf2r?ie_>#4*hrn2Q|QVGY1Fd zhL+1Yi9-zS!LE$GyS5(^{KXR7tb?_qK!rs(;Ep{`5$BDv%N!jv8J5o7^ zJ4M6y;s{IbWe(v?8oAa6g|yi?J*VKajT+$HNAX*Bz|iw=l1n=qy2V2m^+0egZV%r zT|BTW$^JDSi065ntiasQ?p3``CK1y7dA4o9GC-5^S;aMXp+t^UQWUh_`kX%S+QB-v zA;(%G_vL@KaiGVeh1*5X{O!Qg%?-{P9PscJqDjkJ}eknobuMt{H{%N*+ zpK{(?2X)Of?h82xT4i91R=h_;zA|rI8)_h&NtByX2m3Hbwbf9X>OE-4-8?IbFH7Z# z#d{g%QjAl46_yd37bsk2?1s0SBNR!%sA?HIHztTAwiu!siq&@)I@y>_H%OIJ^-pHS zqrgL5`EukjXo)b!d3h*;*WF?7M;o&Rp+h$%l-f4(KiaE?;tiMKM2PRy?q+F%f3Y}T zAZ_o6-;}(sOu`Tb-|z8%#d#0`j(==E z4c0T*uprRT<`)VQ{kWnn<)pyeo^yX4ePzBu zK5)^e3FNOp<}c zh*goxGMV-Xr70-;9D9tY5Ayh(lSpGHPi4E@dFxEGPXx(Y9fQX51iv z`HAH51Ctw;XMk%Pcry*ObVfhfeK%(0bK?M{PQo@fWhV0%hLbNFEWPQvPCm&+ zpNzSd#R{sYNOIiQpij&W0EeW}HjnMvqKb@3_1`AiiA!lwn<<}0M12k-DzS*SfxdFj za7U&IKCYm~Ma{mwE81j?wHSx7PzZQ3?gs9&m%iaJ%Vz_QX3|o;imCNQM#?xR`(6v) z>S86U685C(>8iZuq7=;*XYg&u4|-LV~WDo>V5ia@BrShh>{yI$B6#cMdm1V5D)sv>8>ww!C!xSk}j7g ziLo!<04z6w{g^kTh1QC=_1)C$2vwP=jcZe?S!jd@aqkA~i}qgBB$1v3hc6y?WJOZ@ z#=oHy@}YZ$;Kb=|OcF$$|A`(U4On%-v1Lv{*;$Y6>GxI{U_qEmbW#G}$)NC-gJM~5 zjy=Tvsk9?}>H7L;#r=@Yp&Y5s1xRAS`=P}X()~~*)FS`Fzx8NyS{DbDWIf=ub!yLA zpVo$4FivL-3SB|1Z;YHJX^91hc(4C{!q($@Fg8^Tf0cGN+?F#Z79eo-_>0JicY8xX zpOk)NziW~w$)0JMhKmESn`VT{N$N2F8Z(+_)Hhqz_S>jY0LTDxhO&Y`D$Nw-*3d9O z?c6`5aAirWEBE?|>Z4!~PioT)(8$2NfZMjSPJMvpi^-X%ZguUcO@0FJxBq%${lQYlC!#Bq1PsaRAS)P_S|6wGk(g4f74xMIhl`X=6t!Mu({04Hf?1QfN zK~AHQHD)4I#mfQwvqi^i&zXI7-nX{x@ls`rW>BfD*7Kp{;qiD|6cM2%AKFlN!*o$1 zess69`Af4abOL{1k#H!7I|{Q7^@d56T){X0n>5bD7k?Aj;E4d7l)03rzmm$*>D_#5 z=4X@@Y|yx`e;uDR$QCacwf2mH)x*LI=E7!(l5nh?D?9K}yHu@Q(#w_Na4kPCwomX* zR2&Xs{V8CfK3XgeK03N3uPL=uz7)B;0+BSH68WkP`^r+yoh8Mujh<$>Dq~Jx%1x8< zF0h^KoRf;7oW@iFc5&EzJPqlNR|tvRGn1#3KNRFnBz`y3obu7)eN6CL5l|n?B30^A zFeaJeRj-`BST$6)0yUCjv&iMIhV-w+y$J5j1U0;tdc1zM=uKG9W>(fFCTldBs30d3 zTpYNSkB2hk*eX8$p*{6pyLVKNYzt!Szi4b^T>0)r6B%Hs>(F?2y)yT)>$tpUW9HKO zDPNGHP3{9!1%GdwtV2WS+InveD#ZZQ4#1S9wN2~dUuf_Gu6{JsSlg9rn z_`BQ8;ufyvMnvnewlp06tBKOu+Joj?$!#X>uwBC7JS5R%hbaWjq0)pzeS z9HbFBSi;t$eF{enz|~F{TY9W8mP~`nme2Meno9l*pKCndTP|P$AqN4kPp;o&rS?wZ zn6Hv@ZhISQ%1B9e(1WD2pxqiokZabi%5_7=QE0F_vW8K|b zI_`sg4#<6Wp@R?YmlR5^!Jy$-UhA{|N4AoqLDS!(nyP0Cjd^&wOPvRYF7|Q^DQa%J zi6n>#tAx&jYmVV{S{LVo#O1OvV$UEKLQB(rDppzS;ah8A^apT-Cc4|jb;}AeLD$z) z_HD%v50)+%e@j=hec62)zh>vUZ$1zkj>a%FDB$Lx{!;+aPo6hsW320%4iws(^WHv5 zeiZKPuAmgYkaawP$p+agh7B+}ln7rk3{GZ_sRjwWi0X~x@amu< z?kUUpxK4}d>rcJC-NWC?C)v;$s&aSM1#hb5DX)t5TJ7WCqE^lceA<@1J{l^~n=(Xg zFd081HB-Dsp;0<%e{h3>t2a6u%^KQo1s{5X7lhdYnJ9-s@{ECP^0j8Wm{X_y3OF|k z79~p6lyP!fPZY7~2h&Vnm~+#~=@4korB||Ql_~dNI+b3#+0k=e8j#!sLo5dOhg`p2$vNE(@#LCl$Y#x|EXhh(9E2pH_`Q)s5Ye&w zDTkpYF(pflfqS`%_-_VOJbJp4lfz5rw}Te}W!JKWtab%C_YbD_Zu`~@ZAig0$Xxcx`J$1XWPZuhI`<$mz%XaW1XRa5i>< zc^NQrbWed;tI4{2QK`xfiQe}OBJNRx8`lhwW+nakV!4*$QoIw&p6@wBAa|wtR|ip* z4Oq~xOypnm?mI4>ohbK=%lUWo$WYfS9zvfIIzWUn4mhLLKckEQW z7pMdBu$PfGwG1bwwbozv6jR4Ar+-->@kr>0qf8^bVdp-#IAMF!X?y7s{NU}ni zXUPYIM?EWEgXY8hTGsBLn=+G!a* zt8r2o0Mn{%-`B-jb`^u?wr5qPMju6GK{+eu@#h{CFOzG64gn&L*~?nt3O(eDtDe}N z6UN&Chjqg0t^A~M_-A}z-%C{z*E^ElH6+GEQ~g&AUHQG#q7D4$$9}U-p&gwrxFF)I zTJ{G}kLa{?k;4InB4cO#Eq3h9-dxrs*z@?Y_QIRqEvTr*>NcRrLvcj<*~P8@tm8Q# z`}S~5|NW>OaK1{^Z_!b-tM%)J_N$rsQHfthJg5FV$18YS4u+EVV9#z?a$hXeOfgS8oT}DeyP@!dokn|One#E-sWtO#Fo=4oSbJLq z-?=DbL%d(;N_D*?03|&q?n3~Hx)@~P$+pp)str0zf1EHO<#A~4NQN>Sl&y8cj|X{K z>F}aK8iie)o7a55n6Z5))RFM6``;WM%N_lv6}5`SS6TPckIxv^4{kai=01xn#)pf* z*dh3xYr(bpU0xjUD}>o#f%Lhv)1U0L^l3k}l#|nL)8b%U=n>rP&L>^0>+E(xr~OyN zE!Wj85!nY*-s@i(}u+GgsD<)qemV>Ias3csb`c1Guogta~FoHK36euR+ zRio8LQZKy6xc&}ZZ%tk#)7Jhlzo%b5vaTN%(CZ~E9O4l+psvuddeE4Ot)51qSn2WF zv@1Uu)~n(WfFR|6u{jqBRfmqlDEX_AkFMiUMqx&^V=NVu{vC)ZT-~{O&mRAz;GOM1 z_n(5eyEWD&UQq}kjQ7{gY(k#LYSyK78-4cFKQjih^m-xDgCC6!dZqDapG1Eoco=*? zkD-Z`!5wZc-_*RsxzJMl`79jJcJsMa*=no0N$|07Q>ftH#3bO{)k(iS<4u>nAZ#Yy zRIGX#t}L2Kv$CdaA1KBbXR`Tqk3U9x)I+BK8=~ryAm^=3Y_9B8lIkzov8L)k$2V;f ztuf1=*eDB(stMg!R{AVkj*Bc%nCvk&_=@Q)xZJ+FyIhiC22v`XnXPV5HyJO@Mg=ii zRK+JFjJ4Svxs|?9(%@s^t4+a>zHy|b>KDIPhQ*i3$d*hge}MJ}8Esr)6ncYsBjqN* z2=8jE=|haArY>wv1GIbKEzi&!6*Z5K;Qej1%j1*8vmqqFC9Ph_wW6yagu^YK-yjPv zY-M_|!e*Eyp{Nj&o{T8NH)vAf@tj|p(}`XuE)=HkE2vBPD34iV@@J>PMX65kHJQ@e zN8(6DW3m#r6>His0YhF?&L{}}E5?PH9UIEEd(k>GbKJk^39J+N!u6VagfqL)p7mO$ z#@7jmdnNF#=5v}`tI|@pPl?GLT6NpuIV~R9>Tr*qm)R5hE)Cl)vz_{ zH-FYU*{7Rfc)dRQ*bO6T)VAIxej#5Lo zRbG54`Z7Zw*7K*&4dJo;wz`faxE(F++X!>GG~b8j0a@Tvdb*?Ln79kS?Q1mZqnS%e zJN>NUWT~z9^hZmyNBacu!!!%e;fCcob|ZDhGNsWfyN~;&u!N{KfF;mUbtJ*8D)5vX zawqqI&GagrLa=yzK~L?uBzUZ$jJIBwh(OxjH^`PRlI%`!X5zyMTv=NsUAp4K>tZ03 zj#LTK+Nu~BCGN2xyNJAZyKB|y{>ohQu4yk<PLqDBBnl@Pgkwq*wd7m0dXNMkfqog!E+c53t5+H8mSydX(OAs$ICMP5N zt7Jy-Y3aR27T1qu<}y@a7-M<_7gdyv-sX z&{gWX36z0)>Cu{i&emY=-_k{4as&2Rwjx?n@1mV&w!1#7IfM>d`bXL&Oy2C{1|Po- zJ|@oiR@n%XO1D~%5c5q|rJ9OuV%iMa#=CSf8nSmZA1gl6at_tDRDCm=Zf?iIVf)Ar za_5s?`D`y#yBDpSBM*l2L!#Neu|usVii6FbkF^f@1i62?fESO4#ioyyAyOp1n4Ytm zH!41L*6S=P6h^l&ztRBD5lwW(0^G~oAKG7v9QS6~?%K&o#U`gtC$iSmQiz7wVV$MLtsV(8R!V| zL#DYRtyKJZ_xXY-cqc{T&lyzfgYU^qoYaq)O(YSi(gEs)t`aJ5ZYbANg-Imf!)C^FC%MO9%l=rOOVX|H^sVadYU_|CIv zd86LRb9lGr6b{9M@Npu}qMF}Uq{HGFyGJ(n`053Ct#@V~PB9U%<`kx7hSWqKPEKK} z*A*&vGJ=X9SWa1P_BK#Je3iG!izHV)=1}Kv$F?!e7aNEfsxc5T>V1nf@}s z!C4+|=xN+y=r2Fq&c?}laoh|r+IFVX&{YbU>o_M7i^3dhYw|#H>TrmC{3|nG%#M#y z5EiOEQ;OGs#6K%j3YhoxbaN~$v6C_vR4D989c(2r8F`bP%Xv%F0q92IsuU6*(Ygan ziwd|L3+;oZy*+pJWIV<#+CIggUSceNRu9rNH|t*?Ej6cskeF{n=6=>GVKwL#v?;{m zWib}JfUK3Jd!gT>2~ej|j3!;q@1{iCK-=?f-BG6IgY|pLB1oUG)*E5FtdI{cWQZp= zt{CKblt>Ftm_zs4U`*Q1Iaauky245s-oB8fbA;hwcfq^Xp6=Wncu6kL40KV!q5Rk> z=}^11UfTn5rWfg`G?$J@Y8H0wu7C{+>Z~vg1xnZ9+^R&MbmKopNS}6*#QD$eiw6)g z8S{iz&rhj$xUo#N#v}u}ZPXhi{W8^09N+pct$m_XS!U;*FjJ=IUD6yho{m^eYOF}_ z=W4C$ucy{nH@}i%VFNTl`%{5kWgBN&`I**rFfq?~y_n%N-Hoqp2cB6_IWwd-|4{I( zeFreQg8=LerR|87xYsJh9)sT9c(NO5PSL?Lhu@!+GFY%)#^M91?X9m4;eyTkxDO6( z?bJvKV|ih+$otT$cIu8zYj=%4{^iS~pTE*7KPS2|4sb>ko6J+rm7D3u8ET=JTkT z#qdjsOH)cvN(Q-nsZeUK^oZgc%ZU)hqD{=hqwC|)v8OH8*?H94|9F5ca9*3jm> z^f)3(kb_fro>?fPIeh9EeERJ;8oQ!}Bsoqaly67tS?`?Bx6vEd(-nNFDpRwoO3#&( z3tXJ*xZa$w6I>1?)ir*&at2t*=N7xW>*{wlU5-O^LbkafEtr~_QZ&;snpxT{%#jCFwciP19W>DxZ8-uH~Xqrc$N7Y}4!iwwhDicBh}LTP(S z8XRey+yUi9+8c%`7}Oy9@^%dm4w}wVhwdTPAli~#*L5KKoTP=tm-16gFhK=OZ~G<( zl9DdJ)SADQYK}3#^_=BL*I;oTMsh5DN^kQCgZ~{0E0Z^Y&D!Rt|281EcN36Hyt=Nw zDj67~y3EIpN;Ne%hRpe6dh)%Q^HeaQXq|N)eT7A`5YzqbRgFIugLo z`qpWqU+;Q6UN&*&s7!y={=n(`wJS@d`KB;kyZh+0V8BgbrRF`w^hbe9FVKt|=nV=zz? zQR)Uhp+sB4qNeo%o)7udnKMIRuF=C9z^n#D`;2njPSMskw%R?vt9|6(Ir2er=dJJ( zB~;(RymCeP-ruLCBj?agazsI7r#SAMP2P7(hq2Mo>rK}ov(zU)fA)of=Y+d@_qUF` zt8Ry?)3C*~-=MOVjmEjJxr6srVpNmOe! zUupx~_&Tr`HG$c2x?&=DES%?WA`CqdFd*4bZ`!4ViIQ3tcMMFY$B{PV?1E@SSa`s;X~XqiwCnOS=7R`7lUIRIf;ouT-!4f%WzYy{qO z_i&-a+jj1=Y^Y5pRh@&wL;9_imxN#tUz|S)^S*)k#|<_K)Be(L^?S=|)^~_2Wv&(Jh0Hu8e8_n2mK`>M z2cV%(j1G$>1!CI}<;Jo%@~p@`b;#D9!2MP+`H4D(<4BN_6OglkPd`|{l?rCOIRJ!5 z>CI_0fpIIhfCubE4s`h;7c#=RA8>?f>9w_0iZ|5hcZO1pl{@*u>F{XG$39q(c545& zooh3yD1hLP185JDKCRatGlI_;>EFES>K z7F)eOrL^+JID*s=7Sr>pC)lkoDLGhHZ0|eHJM*{&1u$kCRj^Q}&&hPe2gVkShwk~j zDhr7^m81s@<|rM~EXdhTJzJvhr^F^q<3wPh=_SXjtiF7J(;XtxVdbHR!5rJcD4>l^ zd1KO%83^swvi75<3?d&cYv4r$c$Gb&leH&9hM%VdW`-!s*gBOnQKVS3Hx8>1WU;<7 zWp-kmV2G|p6rpp*GT2LjVSp#pZ?g~{9e}j&`Z=p4zf)V|BI(~>h136xC!;)#lL)A+wbIUg6b~KOENC%f)ailXo z&;%?@tL22}c-JrO-`9ww3lzo9+67O|FFIL`ED$wf&dSgikAoPa5Eh{@9XwGH)7sNRn` zSOE-ds$ohB_IqP9PWpZ8{&8ap;uj*Hx1>6hh~FrCtW}ncG}JWmD3u<~q5lbx4xxEn zB5sa9RZ(KRq9I}H6!{MBoGgcMVx=n3_UsI!b>kG^2gx!xx4X#@%jgt4-r>dU)fp%% zBO0&cEsfr=%T+kr7Bm}rTi}ZSj7d!W1ri+LbOmR^DS5$%r8`Q})y_)5Km>-SCiQ;j6r{(8FTutk($5yG`>1HN1C+9`%;QrE6u4MuUX5$LE zB!RM+9PRlgT}kG3xP{~`n$p^#JvwD1k}P$sHlryVmo@Ic*O`vej~h4DaJmTeHLW?{ zK~#pFwdGYriG~WdtNu1)lYL*WX8x+GInyg4ZHDB_3nbasxo?#eO8-1eIM< z>u&e7HW4++g70WAIq2H5hSf6hVq!j*Q(C4?3ax(hZOW!hkGfJcxE$C6clYc_j* zG9Y>)8K37)8+`ak8+?Q8U-3VY8z)ed3D%U0Y#%j~ay*j3X9>A<;DHi%GKi}H9*T}B znqz`&Y^e3o-@Oek!a7(|KJZPOyyhpvpgzKGH5XNfoHnOtyWO2*trR{ReZ%UiP$?ox zA7t;ekGoC)N}sgdtJOv|ekN&Ba;UhITY5I%V822-Q?h7RA;PDZ^ghn=XEMR{va0nb z$Zeg2&o&=b95LDUx9GaM3Ma;z`r#;y85OilgQw4B@+h&RUk-RhsclSxV6z>(< zlD2JThUR$P_-xHpHXZt_f&)8j8u7}FvUMrZ2Wnob4%M@@h?K_JQ!wEYW;j&f`eo%d zIK^1F(q!zx8YzUvSMffL_wgEIX9@w_*|c#zDkM>LdZoUBA1rpP8=L7W+BUvEB_;uh zl&3O~cGRb`ZV)hcjCWfB&QSuscD{C#A1`WZTo~h%sPJ}*9mFyW*@q;6P z??u5G$K8a!;Meci-9|Q`Y+FJA4iK)Nvyt zU>o$CI6e^$W3(#t4T*5+mM|z$*x^F)&)+!UwTQCom)t=IPW&Z&b~CXD#g1<~(w@BL zQ{~H0>mM}NRl!fQ+$M7@(&>ILQ_r@J^o9SvVR%R;bIGLVPa=_c=V}-4S6aIV(Os4u z_{iB3v_^h}FMzH^KCmYDgB!#JlC|9|Zcd|98u_BMtnOhr>Im(~VM^wy?4t*1Iu9p` zmBB9Vez2QsM6e(OOU1hq^vyZF^h$K?o#H(e1y2*D9#5Hx!P9HT zj>)Ki+%!YlhXJX`EqLu5ipiOnGi=3I0R-CevWUxj&+Ia`tHyM8XT>f(1Nc{i#3$NaBH-Af(lV_IvTw2!> z+03T!R~b9=3~u`SFv7R~jaP2Fhwo8NU&%w$%?V7RkLhA7JxA2Jid&3HMQSpf=&x05 zi^^e1Mdj3zqe%RdCULn({JDxdl$TLvt%F_{NoP{*nAD!pSsJqgAK72MOoS8 z6{HiEwrKFGiLhcb2l6ASLZ;L zAzrG=xbO&Y!k2VbBW%>@wK#y40d2k%O@vG?2+h5 zb#0TB-zqt@w7=8`5}!HJ(#cAbI89BI=sJhe#khR$6MNq#auZjRQEV|Hafw-M8RX?> z5S8;sV+ql@bZJldt*R5{+tlE==xIx9yV!gsmsYXqpVK(Su*qV-B{vJVIvMqiUoi8+ zQ@JE^CwE@6kQ;A$ou>X}SfmXL9Lo1f1&e+q6Mlj%F~Z`jf=(BnS~GKh_)F$rIGuj4 z&f&(V+WGS`6QjFjk|TE4nhaB2-yya`?4Ti-av0?|r2ehB#bi1qWRUi%X$pw%O&VL$ zEXUH+l4)L!lc9vtRQW&};dXN(Tt0tYaNK9oDn{8I@E^?k#R4m7cinzzH ziOyN2>^4Kjk|OghG>VK^#Rg_)iVYOsR#(>|zF5jAW;nC35VPn}Opa|!%QkG5vg^th zD9>xirAR|e*elV3|50;9~Ym{0NZvkfIpcz6H6e# z?%lg3NOT#W|F40y!+iJwwn?~Ny_@BKyOyhil1L}bluN>AELUO?hZ0W_XlSL+g+FG( z#TWAf^FO)o?iKv*-aWW&jaY{-pzMV6xN=T8L-Qm6iAn+~p@7{XA&~zNm8)*y&PP{q z{p)^4p7%q}Ir#)G9G*jdRzi}oD8Ya@0#`cJKF{vu5Afp~*3(#Y0)tPv#5m@#qaAbQ zt=#+UR<2pxBIlHVUYy4NdJww`+*PO42SKTpaeMbCz$ZJv)+Gk)QHcAJo49;_Ip+nRZ!8OWB+9X?uRC@T z9sG6DXI{xG-*s~Eft$GH=hyLkC8VA5J;q*g6*tbWW5a*$=9XVRz=Ij-S z_rdY?+qhz;i;E83$!S;Aku`oi=l$>;#`nsjz!rf}D}lI+q)C$I=54(Av%j+F^%bm? za}=HU2jTlKWuvb7Jk_DBjz37pR31Ja{ae%L}XbXpFk7W3H9(oQ-2nWEudG9lcbse zVGC2W>M_>6^dO7!zsi8&YSh|TWNYd`IW;5)( zZ*by?$8lnxEV&Mman+$Cy5h9?sb2ml%S2c2*y&+kU4XJIGnTL3_Qn9)cmK4U=U#6n zr@TL>|KWF>SS0oE{LlH}Bh_q6KY@X#ev4ntDV0RYMIayvi|B;vh*KSfiJUUhf}07f zyN&<5b~TUIWHNN(seJwXnM@zijY50W=z}#|)SX~aLY0en^|3|Vd-E!`4LFzMW>4eF z^G48H*(UL!Nl8{>t~Bi73W5h-<`+Nu58JaQ(Cr()<4+~evwiVm{_pRbNG~)KZ3$xz z7BKY6Z!q(uDV#DW%UDiU$%X1{F!}efdGW(Md)ME1+B=xmP>Sw$AML|`$LUjx`PS%t z{AX8R(zAPT{@5JRD>b{)BIYhcs%kk)9(kU-fBrms`el;Hc91Sc_?^0=WY9#Qrh<~0 zmow~&U-PFyPq6&zN z*SEEjUEq=H6x$t@gf6;=Z9Q-1!n3Dx-Ps*H`prM{?4p%yDayiMIFl(;PvmQ7O=du@ z38y5P;YbRnTYm4|Ma|}CxaaTBvT%nR)710%=9eaM;#jdy87@pMtx^yh5wYRf{*^3x z{CWO<(`&SMh@a_m0``#?iw!=GX+w+1v&F?|shRSU=$ZU9Kl^JQdSV^dF3#gCw}@Qz z&7$DmzfpDS*U0SNgTZdOc9n&iBSZs-*!B27dFtg2{B^5^o~{%{c8jsJ%NvNVu*5du zi;pFhH=7^*{W4}1?4;uFU*iv}-K=RcQ7tL1 z?CH;06AHx6WRVC*u~hz>ho3pfPai4euYVj#d6tvSPq#2~!3cT{EWsHHla<)bD~~Va z#=kwqu01Ve&7RMg3ohr}Nj({yCq79MZL8ZsxNQqn>mKBeo7eNoYxUShWucy>6ltj= z*;Yfh3;)8znJ01fsA3A;W*kyCv4oY3v}P*S?_lL)JH<~=rgTJKu`klDt!ulk#dq@j3oH1+%WagnTgbB( zh@Tq6{3}jp=A6+C$xn*!klj49!t9 zsQt7DQ$*B2lOsaa1K(rGULUs?{gr>7)P!@-EBxZek5ehSWXWKIwEazx)TTN-d!tCSu%fOXf|MLgA@2>TPCUnCo{#$jBsyyY5W&0!$HtbKd6?1$qdowOz z)Nyn8-leJxPO@!DHHluz&_eZwr+NLZ-*f-2TwZOlG1k6^#zB91>j2xs%h}nz6z8Gk zxJ$>8HRb=f`1Em{IIIYdx|7i+FMCabr>sIQv?dJ6dHsd^Q9HnCh(I?M?#p@M&Czl{WVP*T1kGXleVos@Ds|u-%Kc6KdGP;=8Zs zg~cy$Pi#Dc#1GpG#)#d!nm^B|r!+gljXMW%#;77D^vW;>F&u8u>tGGO?Jx7djZgF3 zgWIVeTZBUj_D;Q)x;J+Y#3nj?4EW|POgnovUkUz!8~(7EyY8)^v2ZwZfBFN?|I#>) z+xKgJ^^djO_fjRf-6VdKh8J~tS6lJU0k#)uc=aj1{+I1^B;urJIt-ty?tHN%f>L)o zX>|OEv104~{HyM?-27V>KlnI*uW!LM^sh{tbpn4rwVfybd^b3O9Bl*NC{FZ@Kl`P=97oEa_=|d=$*h$4CNmb6!el|XQ9WOlpIJeY{ zBtKLwG0-r4qkqUBXEul|g!sqyLChas#AJzc6AAGNM!VGF-}N#N-}D>{@7+xOgc3}L zR*~IzHf3jD#W_=kFhO)u9I)gZ;xmyQz#$;`liy^P^vmA|w#v`^#-7S=oSdVZu`<}gB%DjZ1ZW3D*7+;PnBswa2iY4VI-X<~51OH;ti?6WITSi90i%WDh z5ShU2OXf5C^ofXCAt{>JSgY7KH@3un_OE)Lhp)MXR~r-TPiB+RZe{*2es2u0^?2zN zu6ewbf3C}-cj-L7^^234-m{)P-}w>`m0V0@>P7r^S}FaCRY!G{_Lc}{yWN=N&~~VS zoZe0Z9}N;_fm`5Zs}Wd8Vz0_yJhH!t7* z7=N*qN;ysBNz6uY3ymc|XW-_noP+AWKD`nG?t zXm^Zlp)7j1B(6Nt?|fbmA7e_?Nxj=?<#e^V`2JV%PRH*!%S-bNtmT zn0FkfOe`hSB=NSPJMF~l*NQ!QkS88q#J1dCM4L>M^&P@_fBY$B2PB?3P)U5jsq`wy zrbKc?lf9j_|M(LxKk+mV48NJH&*{djv~67Xots#`#fNL+WG?)}_vyZ8E9PB$37&o) zeTp*ZX-|++D`VJ0l4opW?L*gb_p$~a+-GJ?u7gC=N{O!|FFpRJoH2I-^F|lo@{2un zitlooajUz2{c*w}KWU~ap8NMhyzs!wEYHowA@P02$JEE8`C@V`46v!J=L>3D>U

zsuAa+Mk0!bli#bqBzJR}Rhb}KwTkWgUt`V77VO@!oH@h)p+!*Sv%`o)q|}lH zL6Y$*_O2J17*c|DY%lucTG*cDpq3m)^eJVKvxc^PudrK!(W<0_VkJ{=4-lnYRolMh zv$vz#-fY3*&LnwgBgt3p;hs?!GjYHy&biu3NqZ5QgGV!Gwwdks-^6Rnwz1xvMh^*s zY^tMQ4$;}6@juSyJm=xvZv$BE}$^K1-I3LS*@Mdc_u;0 zOHvZ*dg}JB;Kh3-<-6!&#$;ELzVBfkSZSptD9J~pg{qn+_GAsk-gge?UT`XBjdl}T zeflAuR|@&TjiZMTtb39@PBquh0G zB|d4lj=C*0S4P>Jn~5jCNXqHOqdM@D(%=%*n$;}W!DHxav2dzYBBe`w42qdBte#h!DY2cVD`4Q|6HMDOKh7}f_E1@`P53Pj-SL2rk%^|CBGpd zLHDD<42COF?)t@>BylF&@r4W3$R+2WcOLVm_hxkDMIOKRAT`Z?5)#}-@<%aj%n*)0 zD~*d9t|33IgXfx)IK*b#tR6CoBsrfwox)@thju^0qZ^uO^@k)`^HE*txr&^lqXx#ST24+J%39r85MSw<19as zi_WxRlbB%tn(g?+m!{%*r0OF?TXwK**&1HjR*6?^f6!5kEq5>%oqZBxr}+r%-_CP; zm$PrJna5KR&bW9I-Gdc0KJ_RoVjfzeK`g#%Dq5Q{cTbmgDWF$(4^?jQ1ycA#+aa7i zP9T5OIh=jwaZJu{V#i}Qv!%&FOGuJzTP8hb&tvqQi#XpIB6#~|mToviqPtb>hgA}o zKIHZ7&ivdY4SRO-+8rCHj;8RLi*cm);*1N9XXNZK;g;RpvbKX=Eip3Ft>U}hu0hIv zn#D(3Y2CAf4gYzVr@lFe@(ByL>=(T_lqo)QNFV0qui=@Smhke51GJ^tD7LD*NtJyw z4k6qBu#Lv#lrXWVk6^&d?)}yDOlA>PiD4=YNA4_UP8-Vf$px4Wy}(YtpFJkE%vW5^ zCm`9}gs))*ix%ypy+vf*Dn8#cm;u8Fa>{XMbMpF)gw2O|tZpf0p)+Ssy#rD-4*hjz`roG1*44OEHv(7t-Q%fs3ux2q&uWun_%sNdsItHChmF#Yb zAWbF-d=h(3F@*~*qtteQ6-!^`x;=hl=C`NY0CFat#_UJEfbu zWK$syK;6A%7MmaMGm<{}3F6fUS-U<&t=C4Q#Z50ckD68eCaQhZCU3>&CL zVOWn8vGfi)Ry@R`^X3XJ=Q~P1v@G!3~I>gpyCqd6Z`VQ^S{F5)^)Pv2~9Ua_Kk)lU@KhC`V zq)++|3(h))8H1cemfpvs2mI7|rG7;*EO`!MjZFl1@1;%LOmDA=%-Ov#EqjXHyAQA? z?!gh0cHDcAXui0w^eoY@ex&==op@%#K8U)?7<UW`8#st(i=(4m?rIejKFa@Lnv zuwXF5Ognh--!D_CmY2&a!`^>7SDd(jlO*n_uY8cD%?>KUDGKlr3pdiRa|O*$ZK5U; z#~V$TIIM&b3r=RxadSAWb`2G#2DXXr?0NPc9tmGW%ZOrTIydmzq8;q65`X6a-;Qdk zli7sJ^XSpjM6^!bWui(cKHzYerS4)8U5`ut(ycTb|1Mjne@z;*Du|_JQ&2XO!R{Iy zzFlm2W;-v{i!O;x2vqK6?|v69|3ohM(gIGNH;R+;*7Nk^JK24xoruK!c~j;ya?k>1 zpI=Y)ZEFdwsKTF?i9^jqm$Dod8C8#JtgLNcC9V6K@lBt|aWl5#^)~XrYX_-Uv%A#{ zbBBv`o7B5SVqrCj(X8(5NfHgtW!?p6Fn#uDPR`rJGf(VbS4A5Uo1NS#r!Z>pSyF~t zYHnMH|Ih&vx$bw^Yjx+1J6cCex6>#YcM@N@cp4{V?q%mo3wdczkXR_2yq`GY*Q-$!M89J|;-bFNK%o>y`%u|*wm zy0x3gI%5#lHP5qe(>7Kn#pcEuX+F4*ptws4g;so z<{M`X!M5QsmMq@O);16Eh@JG}at54rCX>#tm)JI!*4wvJ6=)z)sA6sp&Tiuv&^N}p z=^?_Kp5duQwbZ7>23dO2O>)iob5CW)+yf*n&0M=BPNq~)wo~$(w^WpBH1T{AkJ`k3 z?tl3;+z~SqzkWI+r@P7O6QQPHG$+k3AyZN2XsqbMmAIWEtTzgt9S9GG3%6c(CDbJ(#Qz7Vm4*3vh5DKgcalG!qQE$m-sUiRT~Bu+!WO^R{3e7vsQ_k8t09X&a}+rvp!7z^D_LJim^; zb_)LW+{xX%hP`UQX&ku3db3c5WUCx5QQ{aV()q z{AKg$G4@0*7dfBl+0TKOo?`L7sK{Da^0Fe*hs~>=D zl+e9@G4oE##pzqk=7%3;OTGB6NE+EC<%~N2REgboNrQ)2cXu^y(q1l)9aF$3vf4z` zfekEOv`+k}#KICUs>c%yIb{ZeC(h%v(_g1~aXkk%g)ylmCf-g`Vic3u9r1m6`B56w zvXxaUsa~4N&4GD*d3F|Mj%t?O`!a_jF`DCU@r!xP`s!>34jIO{A+Seua-}atxkqeV z$S;03gS2tO89XqT!r&GjthLkVk6@Erl=OBfOZPe0vX1QLxlHE!^5cTBXc9UU0lYLOHSgr(`$^$dbKY|%-7OP zhJ4=ZTbD5F%*o6h6k-1p*R!K3K}{$_%2q`G5he5+Ih=u>7*?wqn3SBGDE^dc_e^qf za|lYi8+RqAI`2e3+_C*eCRa3blIuQ9}pzITXOE@ z^>jo<-|P;NGs!_3wh(Bor$S<;_LI-RG%Ansnn!tgLkC-H#FpA6uGv<_A#s_w!rCNT6$rq4T*Gfx^s@vg^s>G^hcH;B%dleo$!QZ{@lQ!Wb9Ze55~ z$ypqNYEqiy2kFKAn0R8GmR%J@R{n=)YGYKjx#hQ6luw<;@R9R4^~?=4KDLM5uQf{! zs3zqmjXMTEjO{t*P;D6wU`i_@RX&p964Al-eZ0Oo%E20mHyj?>N$jN(!8bS@S1b8d z13I1Z@Fw!N_(OjrEJ3EohvabC^=j~3jwHY9%)#ZishGToKM;SFUuq|(Lu5$K6^Qqz zIQMvFo<5!V{ey&;+{~lfLdM;MRIc}UO>Bl2}_@<=h3>5`1BO%{g0>TxamxqUqg-mMVj`mr7j+n`2R#o z`c7fNIn$U^e2CV?ck$wG2kpU3a!dL$#&KzSA#eKhl6hM_bTl9qqYY|C?>F_CIiE=U<~_ z`+DcwqqF0uaGPvGH`(SH?}TmJ;qjZh{x~{)WSe8W+bG*z#=FA|?0S7Go8hTjyWSt2 zzOr>aAy4x`Q89@GElG(nYgE06_MU zgeno2ijm((6B5))L}vU>1%q)(L?m%i54I1fwW)nUViI`0<+w)YNrJ4b7FNEtfu`0* zoD*k~*J}^io9^KLdlGEg9h2n2ML1DM-srEAJLNpiomq%u-QC=G*T4ABnl^SFvP;rE zl5Ked_?jfnCoVX|tE(TSHW4ub#YC_}5)Mh?a{G{Y=>|4F@;bLXyp|T+bhxbKN^(*# zIe;bV!z<;C8rLuT%WvcI+obw!(O^>dOx{ai|`yehH7p7m`dY*fHCC_bY zrF3AvB*iJi&b?ifJ|C!-?-US=GesZ=mb~;lF?$}{CQWAA)b0{Qds*^o$k;O>B6Q>c zlS&pX(Pqq&2<#n-)eJZ~OfIbjYH8dkCNrAK)1=37`%1qU;y;2G6M@8Mr#?wB#m zSaS<2m%7=RvSBtwjKQ^a`EK&R4fnv9SVww=8NSBRScDJ(m;iq}&xm8@VvIS3TJw;0MAA0SVL+uNF%geW%T0;u%xu z-+n*0Exen@URuMtj&1}clq;Wh3d0hm{Ndu$85c0I2P%QCzs6#~*o!Ctp~?Q&rMVHal5X3*B;u zGicfzrkpyB!SQFg_nCWn_}L{qU6(GVYyvYbzKHBe7cqP8F#Mrrp4wYaTpUB%z>)Nu zb0MdWjAGyND0e(?C-;j?t*Z!7oM|Ie*o_QRlAfU|mOdTh3`-uzoz#u^if35)z(Rf( z>1@XWTauEz9uiwbiL^G6h(w9U#HU%@Bs{|yf6{TBe0%}n*KgpZ2NvjiQB#n`YZi+?M0~L5W>nh5+6R}tfqpHEx#QU}gB%GFl3b(kr3)>5-; zDclHj!azsp3F!uAh(MYaZLouIks=o;!}l;tWnqU&-nh zUgZJ#JSG0F-djiCu?xtGNt=4T#KU5Zf_a>XjkTibCM@PG#koXNF#xOfj zONruZBau}m!qGzTwOe`dzO}sYdL_|rnRrtPT&{BR`p@L#Sra&AfS--G-pRs;xANT5 z0}@j?DcbMhS*?>hLf-?tX+P9$Lhm zTS7F{q%&sLJoc82 zow4qbsK1mCx7q?6Sh*spEy8;+d_I_rm-BH zYCH9xRV|nP-~8o!L4-NMFuAr$Ou<9cx7+9?dXUjQ3m17}@TKnLx_upf$wA^`8|60= zE2?KgTcSZs`Mv0PzWta{IU@bdch#%PAN%l}qOLCv)w8c=i5Ax&7f?9IC4kd74Ri zYj4WGbuxoaFf(Q0M!cakDx`dNHQ~nEAFJI@|F#!+@P#LM{IMk*a;H<@IFPXm&LA;v z9AB9^no!4XJWH2TUpSJqev>(|cZlUrJZG+h=s$Xr{xjI=*y6zW^!z5sl|iX zBymhit`+e6Nk&DkQWkoOop%kGM$h9<<8;xP9rrxKBjP9S+8V`MTTRh`(d3M`koJSq zn1Aw_oU!^PS|T1+R;TEd86gm}i5;=guc(H_ix*1$Jjv3gZZuXx?}@V*nK_!@%$vf9 zNlo;AxSH)=GZD#^tk!z!_pe}Sb&TfMo@0M7!hv8eQEvfr%!SOpY$jLCoxtLqOK~ng zh&la;37&^Bsiof}_6h~?`z42TcPGAnIqP@rXMNpZMh+_@%e|B3ci+ORm9=bemSbz~ zPh?}U03*u(-#+P!2oiG7pf$0C_{(hKM{xi_V$9n@}E!7KF^_W3Lf?Ut0fQ|IhF z_1jU)S{iw7EI}-#p8FaiX3ikLe_!(ZbSE=d&5jNq`@?ArGm8xs87ZA2bv`D^p~oKO ziF=;lj!k~5D%}i|cx-Qvk^JEJ=}eaPS-j*a)>KFwKcqjy&zj5hp&gjk+{xqj-ps4J zo7w2?j=Q5b(|&L%b9;>8oE{Qai%m?ZK@*iBC1c{Jg2uC!gVOHmE_CBM4lA9!w}_2b zD_QtDQiRm=)a1j0a0lUmlj%0;G%lKwM#qZBc=o<0xbvw4)OCbNW@HjJ70|6Ph)3en zx(!>z9}Fh5uh_3Wx3J{dF#lQ@q_~@#Fn$WU50TU)NW|BUU+lRu-|C!pR{^dG=ZM`N z&Lrmw?tA<$?pt2XqHSLCoE_pLFK5gg3j@DDpUKA^AYQqVwVQfNeMiJ3#c2sR8JVN< zw{_h6@U1+*t(oQ3nYaTU#(m4hH1`?&V%AIst`E>XRwX4-gV3sGK9totCP~I62(h|w zNL-ztCl%aO!}e-BjnZD_%C(3Le~`Wd^$hrw*h;T@?szC_97C2` zZEhx?IfUFT%h+=3U-(NfkM=|w*)AL1ob@T=1;%qdTb_S{r|x)|e{b+oQQ>CL zn5pb39nN=V9?x-!W)?4diuz#Km{1z%h+*rMjw$J9(;fHn>+%`@?YRu^ ze}KxYSGlvJk$8`DaSoov-0^7yo_Urj_m;5#fQKPtj-#RP2re!^gtc-558Snq zwSfeEd*zZD?@WF^f6}S>qVu+HfX_F|$6DXf>;KutFG=rD>g#!a>sDjH?7a-GX*3@e zHD06waJ$QnC&!5?)PXM?qR}o%r8$K|yya0HW-?@aVN-)NktjjjM#q{f;UaD;#^Xs5 zm0+a3PEMfiiZrH4e^A$JHaaJ5VM&_P2jfrgPf?bG>`V^{Pci+oE2wzxX8v^fPq=1- ziJg|-40lRkVcsoC*+H5PHcEn!WOw-R?6?hXjheLZgcyK@a_U~uE zYzOwqv04)}$88eKs}3pEaeDZG@3cwDlo_Wx3%3MiF1wBFtZb~#B0L$n1C{;-B~KxROf&Nx5EeR8+hct z4HDGVks2_N0!ie`!u#pD>j_qGs%J-fcM3+7V3P}W^v- zt6V+rW;3s@JIL~e9I}Sbq<4NkL$dA0df{qq?$2-FrRue_?Ng=<*+x)ac{4SepXH8~ z0kTi}HsdBtXHKBaSTZZ763D|%A(+&<=l*swdzF(ve+FZno7wRAGyLN}``MN7P%?Tb zrN!MC(e?n9E1&0Q_wL6(Yyo`+k7IN=iX$E;X_e&5BkkGnI_p=h=K4h)`0crj9Nvr4 zl0pV%ijH@+fYZ}1N##1$-0~c+ha{mLHk9s?Y&N{UiT!K$QtgY;u=HNGZCJ~Fk&%*k z4ri#NiGCHYuz7ne>yx<@4l2Q+o~0oFspoJuZ(PRCEqmDz9*8HujA6sdDCuFP>h*mb zSW!Wfvw-pp3%xU9ge7V2?DKl3L>PmOs>fGQ5|eazMCSTZP+CTL?;iB%?jWt(xl9;0 zhrfPr6nzdo#HJ;$b3;=Bfm9CNvzxJ6mauN+PPXs&V;kOwl0oAbo)xE;$n3^Fm8@uS zk<+U;E>{*V(UGidN$i|ftPXk2D#TUNhrAv|^eq;>wRTu-bbVf~Zvb$aEWzsC? z5_@K8pyG-9+3?(JEJ`0odii)p^-R#6#Vp>ki>LNNdbd#&I@}bcVrtPN!{!_zI`W6q zl@g|wI!p!m)b}eT+ifGu?IP8E0J+|$*zxGUxazWn+*BPTHnhN4YSI$gPO!a-#s(kt zp*Viy4z;%(`wc`sC4s|SK*q=``Q`PuamRgkarfPKbNihS^2j~^;>nx7!UEeO*4=s| zKl<)ERv+|>Z4>*P$RIs;Bh3x#ShnO4P1bZW#|@=t&t42kKR~2@JI`(jVJR*ltEd#a zDU*^ibr-u$+Qf;?lZm@q3G^&uM9*vr+!j)iJf=(?&NN8?tXefzQJqyZ`hB?$sbpIpV_eup%Y)Ue^Z%+n}>5IL+p0-6VuyI=p z!K@+%lqIANEd(Q}x9X|9Pm0~QxU6`J9k>$#LjDkyG4W596fP0xceQcSPUd6{F^Y&e zXE1eGDHB-2%A3E>Q(K}eijAhcdp8D+&LmO2j?FjR!3(S6Vvk2N<768JqW|@QnBl*i zc~&|OZDQ-cuVZ;tn7w_*GDK|0h#qE&(vu=zV%a?z#Jm;MzxEdv?F{l%#|Xv`C}Uii zhie8(J=AseBwh-X7bQ9GIu=31Ao4oS8Id#MvSJc zw4BjH_t93dgnwMWlown2QrLeurxu0CaX?UPtLmCd%a0SPT+f!9|G}yXKfC*kp-=At zj4aXiY-l%ZRBNAEWDT6c?BZ%R-+mXbE_|KUQeWv~q%I|9$k}o)OP23rvA++)r;n1l z%*GQB;}GAnck?1WMiNZ$}`%bw@%J9n_7%}n;#ft2^l zA+TaO`@}x4i1nq{@I1zha^s98h{ukYGq09qP|NdK#*rU=nCi{<^4n{k=h1^h>37MW z`14)YbKM`W;_92Y;En)mt3yEL~XHhpY&YZ!}eqq{{ca~v$i%H_Ff%NW| zPjKZ*_CEUxDU?|idc{}9<#^E|#!ei-tf?6!H{8S{uZbVo#pV5+i&JuYf|h>Lv{2F~3s0IImqYBcJ6&vHw&-;^L%QcvUf{wKYfz1(MzN$>q=czBaf^qj z{dmR??#YQc+gNwg)jYkfg@xhK^e8E1*ywC59UIwt?e6}5DX-|d^k^m)M!wawNXHR1@9rgQIe%o_wsBEQu_$aaCr8xKQBD`S@JN)US zXWQsg6riXBvZszBd*&$0eJgnViB&wcsEQWxxus)=ke={T|Hu=(zEu1{5AhKbos<-3 zQ0I?!wu>}>v}Gqd{&OR1cGk1H#~6C{8Z7NnLDILHf3Mif=5P;k@&`~Z*Hq$>oG2Zv z(OQW=%vA12j!{65-o5G7BZncLTJc>e>KfdLt3_SDx^$}qVCrs_R8ow+zc-^t4CJIq zc|?|7$78SUt`))5pJcW1~@JJ#49UU+OhtG7#>CN^(GW}HHat#?W;=Sgel;Py?d-?WSU zIlXc89L}JAxeOUlOLg6TR;^OcD;P$aBa19Gz$<4{Wq&K35~*~<(2u0(ak|8$`F+UG zu#@I=V0XHtPV&ht8$@}xOa}H|&w=VnUaN3YeB3mNt%}I&2og6%2nEG{*!ytGz+61l ztEt$wj7o`ltQiv1%E{k({w~zuS|m)gwS%12S}LoyaHzw~)~xfGI)5rZy0|CVJDz6i zfhrbx-K4_37%R5(q!|U6xBi=juWsg%?P>yOPlH=B^bi-X%7&_eiGYgel1$ zA~HROIRn#3F1wp058ThajXkN)7|VF6x52|+W6P3_Jp1r28cjCh%Fe$fR}}eIpGh^n zLywQZrk>*`uj;PgxWAB*qX%>HjB?yN{>?)VFX4|*wvz1Lol>!9W!(!HAn~EcB03h6 z_`j^scur+{hUDh%?zl7ZDC}KKPuZ_`rWKc3c2tgTJfBaML&cTt64y#zJny6t3^%>Z z#;5M&x@9poc4RYVWPf@M8jXG5v(&wI7q_pDVj3}$VKYXNWp)_PB2>@cwPvId+WicB z7T>|``wG~V9LTtVB@7zY&i;+NSo+jf8cYKy&dFhTZj3ES6B4Q$W%xYNsRAa<;t$gb z9b~wY#C-v3VkZ1j^XVcDo!RvVM=jm^h5#L@5XyH8stoEm!|J<~#0tK_VGyXVrc z&?Ua3h`~eqGUudjICtH~bFZxD-pyu->y_?+!?cZO?_0@B>qW+Tk7sILk^wp5zf@UW zxw!oMXxjQBH@+Z#uhz!MF_P<)l~A5#BTX_x)yMOOJyA%Ur+kYTFdS{$Xx{!PH@@m+ zWsQr`qkGe5Tu+jF_tN~@YsRV-j=VJblv%M$l9^FfM9#?W`wF{cgPfm6pFm3+pvqysx!ZX)pBTO*imSiu_Xg`P3f;rcP%N!ySiqO=QB17uaY7WXFt7-Cu zkdLu>GO){WENbwl^Ne2%3|UASOVl*%+`+bc7qQXbhu+6e;*4|3CHO9))*CZ)r4tEE zB|45rdXSY}!mt4)I9r#|*sz-|VfDN!NyKc@in6=P5q!0cw63Y8Hc?D=VSyxGan$3{ zjAu|vJ0u%d)7)~9-7&N1vb3ihU-iitvsk5Ysx7QBAMIWrduwBCkEQV0<=7@K$qqlU zu*icYN_(ZqTz#|rM0I|v#6yzAXcK`@SoH_s_Nak1u^Do`7Q2N=dp+KUL)6vOQC(d{ zOtO*3jD4hBt0A?j&-m=Uv6ryu$Z}dInZXU7PsGSW7*T=4QIjnaQx}Bbm%5 zUU{*CWosJLLwj)BY{oNJY^fOS4OP@tS5i}3LtR}1O*IGbHtwd%>*Zj=h0UEMZD0}k zOm^NCVJJkWE_cWUHp?}tGNw{*-YIXCS&TOEyCk|1RVjjdIzZ?;n0r+{wV^W}m>aYZlUq8ABY3kMH|sH&HfsYVn`>iKo479uTS zM6F4=b3~6M@sTohrZ7jKGW~?4pwS9yi_fO-%rEn|Z;2gDU&5A0?%171WS%*#Pk#R>UW1TA>WO^HbT;(o+lC`7HFZN z@(_(R(jK*S(k6AZ9NbNdw}D;0C^2W6(W&GR-;*+K&FCtHk+@0y#KmqCkg_}FnEmKq zmPrp=6^B-?pth-v21{3Gr|h4U2vK#yCq(GgofAg8TI7AKiT1j!)cbwZ$??=oV6)jK zZP7-eqXK_W%IkEKnPbPUMzW4NiA(&0)RU6=gvf$=He#f+AMGghb|ms`tR9m)pGe^l zdKOwSHB_^6LyG!#iD<1NJ4#WNO^!E_>e#~WhIXngdGr}virZl)7?twKwOFIg_!?T+ zwb#rce}Z;3fG9$oO4W*ZN`@?lF+0TfihR|qucAd{NgZGLgj8%d30u09VI)0Et(a?e zu;rz7Y~Oj1=EfG$UC~$ZI~BVRvgGA`?DuDqR!~SEPY7rEKwO1o3`lQc|BhC+ZRval za+=jJF6y+B*GpxHUsL8SCgnY{PSoWoWmC19P?FZwxpA0iFn}i`os1FvDD!mS7yVs% zC`Dyh+RiG*Lw@hDw}_pp#I|F#*cv%XK{@^UJ8`Gy8p}Va`T%7>n!hneykd*m*u58O zrGETfzctZHG8iOT8x{#k$K>*$7TQZHrT@H>6hADwkT4fgzTn%O`M0}y;D+nD^Pksq z{q_Hp?H}BD+uykU2j}vWeo^`iD#22gN0E0Y8+SJH!pjE;G&fM+)JT18HElayXVbxI zme!eZcOOi)JB@5*yR1n<-bPxgE2ys%U03>EQ$>^bghRD$)HX`p%f4#Kb*HlHN+wkG z8^R$k(iZWkw72>*+1h2BKM1OmR>h)X(|k2Fwbro18#k7~wQ zI+jtldpR#{ZDgKbBH@7W~f-^Z3}NH29!)GHmQ979c5daH1Y-I6k^$x}&h z75)v6@boRe=h|y;;y&?DZF%FFbmrAu`s17V)zug9latFStZyUUZo{2b#E22Sqzo&l zmoh9Cz1mw@FZy`63>&1*_p`ZHmBC4I?{qBU|5f$9iSiFlF_XRNQ=Ch0a|4H#zs$b< z73|vIOk-^=_09V^a9|ge8#Yr_9U+`vKzZRF9K8n`cS8-zQogK}t(!!z-^fk4zNA$YUD}}Ii>2<1^L^LSoH6-@f zEqa}SOODxD`nMrI-yE$aB>78Y-zz!u!VCG~xr6Dm?{*%zUo?ViI5fw&?XgP_?-`fx_-%<)ZG*&lk%6HHu7DO zYcL|Hpy-(RvRVmIoFacV^FfK{{j}BkiTkA7>hTKoG3tW}s%$EbbCdM9i$1gyiaD^W zXY6HWU=H-4XU|fG^z~rg_YB)A_OWOa*;DlGQ4PQ{EKIei9htHfTl2M8ai|u z)r2oKq%L;OBK|e9n?n`NY&i(7o}n%+IIk1WbRQ_{N z;*Vxy&?&4!F`I`>H5p2sTMA+k`xfyx(^h?uhPqm6s;j9LpV_ppmde_8Y8nEBC5Es{ z&@Pe6TTH}%Bbf||>U8=q<9d}y$fj1N@Qdu*EKMBTUBm9RwIq5@rdM7rqg+9J;mvdu z4aHPCg7H0~H1BL;r`Vf=qEBYyLE3Mry)Kk}HHog|&|~gpoN~=w{Oj-6bI*8mYL>mgzPSfea*3uwtZk4)_Q_8igmQEVExLVdPDFK|aXChYe zD(98Wr@|OHVp3#M*^xI<2ax)6m*DX9U`V-x*unkOY}#SODQfbhAxSB#Fops6Q=@t=2 zL6zx))XXuDS~gR~ZVsivDdX;A)xYx2CGkIAR4#6oc+ncDBq9ECOJy2GGcM(%|N9BQ zTriB|az#eB@1aucVogU_VonuTi#3*Vs&+BjMip6PtXaw*Nr~-~m^dQ3Q<`7MkW9%v zRxW1W?%kq0O*BX@RNu6hnyP)&tlUUlRXbjHH<4d6nOP>WLCO<|Uu@q;d;NB*#V-2d z7R16Ds;!=Zu6SoHiH(y_l|03Q65H4Bq9Gh7q$YQ&y-gmHA@Q63YTCtr*wdV3X4{F2 zn3*I|H)T6XGy4e3`C8gVUnQ5an%YGGTWRt|2#F5c)U(Q^%}i?2*5^|yH5!8t9pimg zPy=kr zQ;uB}F{U1TDiN_&lH;fZ6ftvLg4m#u7^tM!<`gHd4j_MiAQvowaWbNo){A24b0WiM z%;M7Xh7w-?DjS}>pWA1ygM23%=$K-Lv6z4iI{Xcte z0U+5`rhh->-Y(NRJ?`G)9=C}*5nu_hEX(eG%L2Q9U}3Rf3B=tA5D0{LAnxOnaqsSF z_pa`8{hs$$^-PZ?8Au?RyuYNTOU^y_$gB5Ui6__uxsp|mS{zLSj|SV2@^j3bK*2K1 zK65@6&G*6o((m#5`cAyPJ%JgyCODadNI}&7One z0w2m!1MG#(NI~p}HpLjMA%BO$IgqSIZdVj9DuX@W3tyrGZ5<|bby8n)6mfSnfUxd2O8GDj^}>=EBx&GNARoH69|nz2cP=lX*gw8 zH5L|Fn7r?RZOn<7c-E)z*-tORxFQd1Oq!&=BOM<#_H1F&mF_~Y;b}bk=&$gj@BI|F z-Etdlx$AD+dGCXG;5Sd;ck7)nPd^`*ec>c58kL7?1mLGM1tKok^Qtj!)?7@ht)-02 z!j#EVFze*yC@(8QrSWh^D`nVf*q_wV?3OG%(GDf-!%@m)(B8cd%^PYCR~b^zdi&APd!9k-!cZsRO{G=?p610k~|jEKJXsx>-by(>T3ImJWx{OS^7%A`%>h`Sf+CFP(+y;^UT`f=Qz$p)kO)p+9uy(9SsO zk)RBx3-VEvXhw5W3{5TUICa}j|DPFm?!cOP#-NyzBO>1$uY(K7r$i(QtJ^}~TMSpU z1;O5K?1_8fHan0n2SigT#4M9xi3O3{y%qkxC_>Is6xO&HXV~D6(Oyx8EzuzS{sQC;ggtJUoRrlLbBgtclC-yGb}CMoH63%O&%m7d^D%S9X>id0SDGWRi1rY$-RrG-VP@KHWZ8Q*cVahLBzGxvY^D={FIuHzYq1EMt+fLnLtSW;MkGtWr=U{w^hklj*leT;K$#XDg=>p8=cubix9m`Ic zf(nj~MC!j@7^YIevZTZMg5(w2e=^gx7Wj zfidS`#pRdc;xlWpWR#Dy;h_$DFtLPrU?|gun$zZB_TmMYv%d|~j5fHb$DaILxC=ap zr%aiXY7E4<(1)8GNI7ay$ehxfj3X3Cp{$}Br<^q(Q>RYFtlHDCWX?h?uW_Q-!zj_= zLE$jYS!Efb1;r>#w4${+jD}{;j2vL24b0dizC^F(*+S^kWbGVs2SAJTAtaanWneC-pkm z&-VF!2quQ=wGS5RbuPy*6{io&E_xkqzB92*JQ9OFX9RrnF2N-iEW?W7?O5~DbNKDu z_u}5)zm7+DR%7~w7vthjEyAgza^VSfBWcZpV-~;r;-_%&Nn=qUJBTKX+r|C$h+mfj z{mh}voL^3fJRUhAm*R>iK4RUJJ<4@L<~zt3TjDhzx0lg3hTlZnnS?pa7&972Pm(^F zI#4QO%u;67D+feVNp^s-UE1M9B2k24wDBX|a@+U-%!PTFdD;?8pE3nAXHXyJ&BCJ7 zML!F31@%yQk;F#Je(l=nKudJN0p+)WrK~mhTKkFI4~3vt1>TfR3qQ# zgfB{Y+0jW^r(?^_EbNJVn(2dVl&!v=0J@s`k@nOe*XBj3ab*Yn9wJDFg6L^xpTlfy z4r2xWp_)@h?C?^T&Flm}X6{lVjv|>tG-#s!Rbu$Gxy%h`Vb)CA&{?&Zaq7t^FD^kT z^-AJ6nI{g-2Y@_IC}yY;W~=ILA*$jcEsSj$Ulo z2Ka0iIN0VxwNd0>f(40tk|`^k6=P5_iFSG_=X&u9EI8?0Tz&pb4DVix-G6xuzj~q$ z+ZuaNl*^dMIUMAlT&WIbt*lA|Z#yMU`XoR%Pi2v+`u((T6 zo7qr&4{_o$n!Gx=lF_gwt4gUH-_eYz3B40VfU1wm~C`(64(;vQ2`8e#nInH zrMH^lVKS16vr)1wdnA4;NjonmFj(atiTwVECgFHMWR>%hjL2~$cGYI%IHh5=u>aX2 ze;;TUDHzsJ6Cxe&;H~G@Vncrws?YyCE;xHB&R94T%a_!mcKk>TXDr~dMIh(B(KH-B zInr=hU`uaBf-;#)-6>=M9tzr!msf~WS5SARWpromoD;EZvKM8!F6KdYfPGj?vDwBhcGPU6U(tv)iW44ArCjJ%B_q z$^4#ivy&My#V;v;WV*W;0!p21`8Q*p($ zU&N(n)#Ahspla@9xN35N=C|?k&J@-)n!p^<=ZYyGP;2~R&nf1tl3c2Xw zSlT1E_>*iv0)Dw#Xppp2MC2AQaz>#km4Mxwi&#e(fpzWZbIri$@ntw^OdE>QooH@# zAsm~G1+}BFbW#EX+h0dRB#2gl)JHiWkzn4nKaeJz5?M^Mn!?7ycan1>3vj8d z9LU-F2?poJH1eOrL*C3mb_)}iB$LEgoWZ&jmU{TBByw`~qSYdc9cIcB8zVX{)yRgT z@cezS(Q?LNtiK=0{to0%J0Hvb>HqNEU)+K_Zn+hA-*!80x%n3S>KC8Ie_uHTRn|0f zD9RX{n%Ubiz);ux_9i12y@^^Zl&xchDbmpxe0= z^FH+r{O8Z_z%6&*jazTK6*t{>2X4OkR@`vT46G=OBNERnjvv;N_tCU8w{_>(VRce_ zDC1%FDaZsxE}oTPk^z&N<;q*>??8~_z)sW7992V>&T5z2}U$>eyfIHeXB)JD+!_&4yg$9CeDRrRPX`7Iu~?QZ<+-YwWO z(}`IVi!ou88G*MS$HqQCHdoo^IN5{cHGb^&Z^72!DCAAK443@R&+(&M z?!s+%-$mKD2{+$)H}3quuj4yY+{j7E)xb>j*yW>6LAo0$dC-xs2u>FVC>%wkoe5r) zag_YLzv0<2lvnmkGj+pkvLi8Ifm|UM+}}%%IOW~2P$JuM0FRB3`8gD+%4|&_5sf3z z8AROXgU9WmucW?GSE$nON}94@u`?OXb;539;v0)#fD@gPMO0&d(k9L;{Sc_5Vh4I- zZu;b0>bwPoQiRA^^a~w1;2BkMDf|58QbN?z-zP+;P`~`0ZWa!`nZcfmtJRVTm#BwzKbEJIrzgb2N%@ z*u<9w1spH&rw7J9!=deYU$7Ec3ryN&fs`YY3c+cWv-h(Lh^$o(jmp7(ID&{J;)rvs zEKZxTIlE@;SI&W!+qee!L42ZI)hcpjoD{^rX~rWKBOb}LGV|~8P1>A2J3iTr9k+fJ zcV0dT=U;LuF68UdOE1A?mtBerR$PgH`k%Y-{kN0oNm?+>%V4Qw9zOluAK|)R-H*HO zybE`WeB5&{?zr<_{Q66$;$LRw19l(fll$n2Bi31j>iL)B{Qvw3uDkhe+(x^5i}-?D zZ^yIWJs;mWF$WI%Hqk+eEwf^IOdPz;flr6ZpaFk&m}68YI#WX)2Cq1hn1^FR!Scx& z*i{!}?&UY*-h1xEJ$K(pJ-FM@g}d&(0oVQDUva^BJM!#>wCOIxEX#9?4@Z88(4IJ8 za#x~g>}(V=P77~-5`Vtq8~FBDzk*Y~_;cK_t`Nm1UxhDzX)4A~DMw#x03Nxbx#A+s zx$H)c@twH$-hJ;*xd*Pt7k=M~mhPwE zY5N1N{a=p#mTDBP_zJ%D&r>mX%mfUyCvd|2VaV-#3k{oA;;on!EhYzT@=?a*{b1Oj z7*Zx5ZL$wJ_9XpN7?J)keMyWyD^u)97?w~@xRCgPx@1g&F^n8niQ_nyW_boRe~?>l zx9?XD@dcs-{A{d(F&5-VI;aC~%9dsNcky38ydU@9oACvP4BmYQ?zsCW`0r26!mGQB(@)EGb`)2<-kr~WR>R{_Bjxj z8x6=#vfVTmf#qX73JZTs*`08+&G{@NMWokqy8$_=#~3|UE8j~q4U7g0oL{!vOu5Yq z$Kczg2d?_b$ z+4i+aH?GF2MkmT<6k_t?B6M^EHRH=MaZV}hO)p_*cL!EQ-55hXkUN>|pY|-qXCoGp z+r4#T?*re(gO^Rhr5Bxr`Tue~u6bY!_R1Ch+t#9f-K*G8#`vSaX52S0_yxe&s zQ29@P!Z&aJBObW-cEcy!b@%@dmNtP93=B>h`DWy%|nQU69~r4 z$mQ5(Y>NnxgIx?#HT{{p+8OdGf8Q^hAIh*HibhaP$!2_LbK7BxaG#xNL}@VO3Y&w+ zf*%eUoA(X(la@Ht=7!TwyB$g)(wl}~;xS`!HA7mS0m`P9GkCMJ#ZVabR(puZE__vEmSaag=y1g00Y!oPbB>N!8XRyi^I z{j^6>KAwDd_U9u;K|z5LupduXu!#{&Fu^Kh;vxKJS=swuXuBg@_Wi$RqISk)Oq~5W zobu^M@k;$}tb6olxb>8YIC1t2Oqp?TdAWjT`nbtB?aSBWJ1;e%Wyi1a+aF$uWs_!M z>Y`8MitpTy2VPx^ci#LH{_@a`xc+~?h5!5CZ{z>{_jhpZPj1KaJKM1Bjfe5Vx0d4c zg_BXUQ`uOX~{ZP24ay2 z)~{QK|Nh1|aN-FkVA8~im}y*%apd|wjMv{4@rkq?7RGn6b_TdR+R>IOMPZQ}(?)f` z&!Dg`&fwZW}qKIpLYaGM@)g2!9g&P zJ$QO(T?TS6T3*?Y`;iS2)D1V2#R`n6uD~eU9`x^d9y|K_usv==p=Bfkm$$L`#b@#B z@Ba}SZ6{&&1()H=-~Bu;yl@U?R}G+taIlk14h|IQ=)eEP=Q+j##`0?SH%uPh9_9{PKpI z@rxU7#0@vx#MceD?e?GJx*vQS|Mx%N!%v>-#G9?T7$LXmGa4XuN+6yI#}6CEcSE+P z>`R*t-)@LoVL7L#0O;O~)Vh0d_ix|9w&II$`v2aKZ~o}#xb2Sb;zvKa2LHVxABpFm z#H06b#J-*gtX|uDj`#719N0}T@U)l*V0q^cs9*CYp6VHendhC2B@5>R4JlY+36aLZ zEsTUb%7Jp&`I{WET*bjT<7`T>y4HsN~I<8ul2iwNqc7cI5RL_#S#IeQK~MWERF0ZYyFCXpBTr-N>euklwmh_i&2Sr6) z&%}r+r{Rh(Uy0AIs6=JY%Xs1LU*P`RZo_T2-Hto&x(D~JYR0;L8|)UQtTLY2{Rl>G zD`S%RcvNIjGtPk*wN2aY#@TyzInX6zX^dxPKBPLUISrqKHZ&bXJQYVTcPe9UXci5k zOobeeF*e%|KOOwV;fOFK`(d&%9&(Sv@QOU-g!Z9+^=5Q;({R}x>|-(P&Cg-`YtP{q z5AH@}@&!2Y($C@l{p-Ku{AD9BKE4~fpMMiAJwb$7UJkkq9goA2MzPKO6H7>0%Am=N zWRf;IUXRfBO$fI&q19A^ymBvc8LQ>Rmg3?oF2}`Jo`?%3`_cO6`|;>4*W>m(@51f3 z+=knK`viVppG3kGhl4UN<1xtoAuuK+`-x*HCndz?=)BDgYfjj>&5%)M{{}+#gN#!a z<5p(IsitiIK^=YfUJu2>xli~5NN(;xN5BVfQ4Xe5binI~qbZg>86jKtU?>w5epy&Z zh7*~qr`T`@V_8!=Ib?B8Y&gf3-?{CS9ebQ|7DkxL+MO*SWsI5P|A)%(0WuY4#xqma zK-xf?5euc@v;@(;eKnrH{WjbszUG!&aErWdy$!eAd_5k%?|NK!?G3o$SAW5?Az&bC zf>jRc+O5VdG$m#4;eNyf9opx^J|DS}hrltSz9cxmF#D({E<|M^My}M({w@=3k|PZ< zv8{5DJ%V&3%=%?sv;K;mmV=`5jT~TpU%NieF~*-`VWzGm8M}o!pIiF^=npGPC$Y6wIR7B*jh30{Ni8_&N zcp96Y`6+I^== zN{fArClLxp5Nz8D$F67b@|taUqS=e`DYH;)^U+4KW%NhMMz-PEpW((^Z^eyAYr~B% z;Ne#WP;GC8TkNH=Qz2s$OmdGWM-1W49cX;$`}plmKf?_--@3o9TW`Aw58QVPe)*&C zOIK7Q}WA9d`p6SN<_f>cPJZMNV#@$wM+E zH^JkW(}+50_v8cs!)F@E8~H8`Suf9_PfsSoa-9*nC>)t$?4zOE+%1jHVS6-W=;-Y* zYzKM~b5y~ZQ-g7pHgs-jK+C4x=%HUQJ4e74YlD6FV|en>7jgG1X^c4ci#YG1tMOk~ zo{rONy+~}{fIV+-LL>Vm&+N(ESn#hvh;K)*a10W~V=yA0ez<`;xT6mPWt(+Zp6oNRdpjL&xPPuyB09k6{HRnEus&#`zbWf~#t6XnOr7{O<2ifTOpbe#sBKIyhOsxnEG~n5denhHfpkm@8O!6

  • GhcQ#ev2a+7!@ph2meqTC^0j)QeGal34U7s65@NlOp<_CjQL>AdnvmoY z!Wi&jOwT2F@&IREeu;Ijo#1GlgScA5t=`KL%As`l4CXGL#I*btYF9nZrVVefb=PS; zg@uHUSx8AwVEBp)m^<-Fnmd|Vbu>n0G$4uCOw4Q`t9cDOcfZc_PpzZHV5iAZNX7WM z*yqgP_Hm<_s%H7_J;uIG`>FSJ5u11`lPgV(>OR5Y?QgPuZ;O!F6#Tw=(#9_$H!dXH zuOl3Z3IUO1Y|O$CbVB=a4r~nw0Jm~--DzBz9$Fd3pwUi7FP_VF!$&f4Tq=pxA-w8= z*f|r<`&f8G@+yX@sTS)0)?^edk)9dvq;l zjA`2Y_mY#+Fs034(uAojzGN_oCm&$*`t>~X#1WL;@7Fx8XC)r?_koQ-&Gnc@`db{NRWRSyvCn9LarACW{jE}~hIaa_7B7KuoIM(~H?goQkyW)Y8^#nADSSW*#T z_is1x`kI|Q_L`8>LC!TTvtVt&#Nu$3afXvB#1~!?P2TF z+t~ER5uQHoA=%kU=Hw8ij=@~=?J1NEIm48kmpI^w;fNYY7m@Z}Q=~+`jOx)x8|m$= z#oyRLdvGjMCJ&>$qy<~LkLukLH>)@E`Y|_$I*d%IQ19;Q!6*Ic)vIlmgb0ave~fwP71i zKXH)0BoE&7@nlr?P&9cI*N&dfMHjrqhU2HHIwkc=9meo^7cz6^AaWWW;i*k;@bcEZ zyeWbf!%6zo76dbI;M)0PXzKD%yr-V1biQ;6>n#k;-VOn2(lx>@~vS#y9-1+JF zOGM;bEX=rb4l^e{L$?U{r}w9l`fgu*+r&o&zk(hQflyQ%Bv4~cimivmmkn0w#Y`s~ zSMFq^lCr*)EQNxtnmpFY|PRlMQZ{|EE=T=ky@LzYSyh9D9Fyvrl6pJqM{-q zf*WiDpegvl(=sK9MAYxPw_ z3CfImKaTcxTC1DsR&A@=G2p?NkxQiQG_|j-VcUk&Y~NpxxiFcgR3AR0jXAR~X6%?0 zTAKv>cV%naIYr_k(jy5J+fPy7{06IETFth41E*bPvXT-=j&zW%W-W%)%5uq(axay? z0}12E9x|B)myM^Q?`8JA`W&lXevy5hsnoc|h0KtXUm_kTSYlPOSSS5vLYJ6CO8r)P zcdcR7%FP`2_R$n9BR6jn=1F6*UNnSh^M>&J!6U+Px&;$V+Kgs{w2D44g~q)*+4Jff zys*oKzazxpMPa&z&f_bKN0RT|%cOE#MCKcCHLo%+*?ImpO2b=9eYwDbXC*2znTr9Q|vnJ;9y+~`3V79OA@$R zpTvskQy4Ym1zL^izM%$l)cYKg zQ(V0D%62xb-N_S&o#;DT$sRMG?4D7~9W|ZG(G!`H{W8aEcGKN8o}G13t|`tYvpk>T zgKolJI~l2IluXUX*4u?&u-Y_a3OPv~6b5Srd-P-u$|phiskv)E)jc6jw1!F5OD@`T zf|_6_N7o&rPv48nR!KZdIM&qh!mQY4T7+}> zga?_04yBDBLfYUW(j9x*P~FX*(_spV)cY;egsy?6*Vg}6Z{o)>a za?@yUFJ|iX5fbOm;8q3!E0tLeTrLxK z%li*_tAT3upsb{%gi`TM^{`BR_kN}Z#MQY@r<0D34(jUawC_ynoyz}>dFk&lo#bf2 zZF4MyJ}nQ&n;SW{=2cccd7L(#_tW3B>{3hGH1R!-_=6Pb7MP_|3#rXO(-%A3i^*;9mv7Gm6gAA2^g=Y@?sIO55} z?_Y%$kgB0SX4#L3O;+0f9+v6N!6t%=wIW=f}wX56J0Ng3+t zdgC#z3~$x>Ioe|<&26O8mxkAn!t~`U7(cp6u<SuGnmZOebZ_F&9XX_SDtrfgkEqOpRN-Tdkp5ho4!}BSbF9v#L6 z8{ystJcqj26g$O{nm%@%XeHn7p|?cGOm8w>7fokK**e+^!aPw2HZ|BR|EY*FS|WH| zQqIkLIWl-Cvx~`%tpDF)X(n~O|E!!$ce9@5_{=5CKY;l>$!t$ z{Npn`>B$zZ8xp)pC7d*f(hN6gHqip{M9k{F0Ozo?99VJQw6rvh2NxF?YnY+Fdp}d} zh*y}T@TQ?bI7)XnHk<9g3u~k*aluf7MYK%YF&w9|d1YTEmkyuD{A*&k%%#-#Iq2{> z=x%SK(;25NZX!dyP*rcmpjKg7dT6iP&(4k*j@?_ScMH#m3eI$;GAVlyk)g}@;>;-& z?e&uwXcI1Kk+=(C4Er#rq|veO6#Lh#<&`(PXsq`$Xu=%Yg=jkQpQYJBM@?OK#1Y)GAhk$2YM6E<-Fy>G#f$sgh{`wTM zmX2V=)z@*E40i zLxT6cIgn9{t}vI35p$V;(NGSxM#w!Pahq(HyK8$~NcmOEs0UMVK}yNhNhy>j1nH@* zqtETem0-rGJzRUAxX>o8N!&RdL|TrpYonj;swPftIgK}0FPK@*sM!I=ExV8vqbnG9 zCKcNW;gjM1Yxeg|zqR;}kzaHpDWhhyVo@bI4X^Unv#WXamHixS?ZzqiKp>gy0^uP- zmm{h_q;z3l1i#u5Mv-#)>g?EsrrFiX!*E#I*+(EOoLpNvcdq)#_i-~;b1$8Z``PV0 zOy6$N77iz^alxgIL?)%E9hFA%^;wfBKj4)l?kX2+bIL`3?mz@T=>k*s~LYMr-#3p;lf z0E<9$zdLW|?H@Kt@`7Cvf0(!{KtPhX#i}Pw08#;+!UVOqu(niP2&Y56@1eAa1iO_a zn^ls00X7j1`4zboHN2hI4xeF5tJF7V6q(WnX&I7;Q!+>s zF`F)g)oe+^o|H;fWj=ZNxs+#tRS1xp;iC3rS1Ch%L}g*Kix4-y$^P9n)U=05nl_Y@ zArl#!879-SkA2mx9P%cTS|Y;SWWXYcssH2;Y8p!?8WaLnG>O4i-^(|@_fsCY|6cCB z_db61v!8PB&+q4FKluUQxucNjLrp^BY~-iE$+6?x_~FwBX&-Y7W5&(o=0Pc3aLc7k zot=XJt*3bQtq>ay$C)T)RqwCRsTWI28+eX9!=8itd8lR(i5W#qo}5d5?rCbDStaD? z00$^z%p?OtDlF7_!_p1{XKD~E(#e?@{>Xv14)A8-R0_(6GO8$v!ZZ<*BNvfBbU3rD zN7(Vm3vAnYid~iCC>%SL;%F1r!_V{Tj#f@5jbxY*nWTgQj6&Q~j3U}vPU8uA>CGKN zN^Sw=W#yEWmQd_*qIY&tmnQcXBBN8=Fh;uQ=@8*5L@H-k5m|+03>lV7Wx3kY-hr>j zh25-X^Ymv&om$N);vpttIz<#gl zcxeyM)Mk-AYdOQkUrKxZ+5^|PJ{6;@4)3XFd1_au_@q&oOG!F zWTAfEW@1^x@DE$e++hZc`&P65;g{I$6L~#;3Pa1JUs~4FbZ{q6pR`jrd8EWc8RV%DgNuwzpHi%5+1MkC1wSCtIe(rY_`NJqN|6SJ5!A{)-U#F^TYJR7Yb zrF=3I@&e?0H%i;|aLP80%4ru;l9xeYvQ91feBXgg^^iw$jr>tUbL(RGygkH&74-Nfz6OPmMcE}CBAk4ecUJQ zaQ}Vs_kBO-Uitg}Uwnm6teDPNeGp5;Pe^AF{M3^~9koXe@YHXQa?oQUYw{?Hib@&U zv6)cSUN%d-<46=jlW5zZj} zs{BfA<3=n>ION7N=t44vPh@d+75g54n3td1%(L!ESaU1n+;U1K$EX1-W4Mn5qfPun zc$F!NN#9M)tE<@k+Uu;7I7%&_#^h2H1^P8?J9(PtPlrj!9Y>ZWfsCl&vD{Z}7pBt% zq3a;8z23y@>wM%@lrVUtm5{H6bz5shSa#B0eS%$oT*nSinDDsqlt}sQCy(PjevDK8 zB+}C%Kg~fwFole{lgOGggq*Iey#DfGHty&_KfIDbQ$}I;bW{Y5LA{j#l3BHz6QJ73&s`RsZX`J4U zKG;XF_BmeKS;zDH;*1(pA{<~i30}dg4I4RrvJ*#Q4&_C0GV=O_uQl^ly_-P(NHU7# zn&P9;Kr*Rv%tb?!#RpE(b*hsI4tp4zZ6C)D zpW@gV7nYHOg||#*aIS@l@Bymo8`##OC$+SUwCrs994_|nI?kC`DH)~1m~D@e8IRJX z#@Awn3?7psIUogn!)}f_-0a3qp7e{_*7$9tROBTZK_5LrFnJ2eS!0-QW z+B@Q6rNI>)nQMI5@kU zP{W&VS_IM#R%9(RzohEmLSiQ9@|N=pYbEIUNDu9x;UJAr^nTjlf@(vlX-YQlzEg*Ii% z6h8ae&+>yG{NS8<=-nTcw|?@IpYWN_e1>`R=4mUcRen>~J8x%AxS2M~J|a1whVAPP zv-Y_v+C~l{Pq4F_BA0C&0cZ*zwBCJldQ?Fl!n!hGjB1zK(qd z4)EwMHbDU<6Bj+ybw&*MksGOBMquigJsUKZW4**IPFMG<3$3??@xM}R4S-6APD zyMi3?%S4;tm&J-bC6la*5mXfAP?6J)&OVl;^l>a3Yrrj>Z}W>U@SC-NWt2|HV#-Xb=!{H)VO1Y#F0+fKH`a6T#V1&4D8^7SmGOd8#d&+E zX=>t)T0NOF=8>P1O^)JJ_=Sg;kt{K=c&PBu#{JYC-A$88ZKG$=cH(%C`-_jNfpWb) zhxo)fqWjY@cT{ok0C=_62l&~wr;g_6U~g#}K6>qK362S}ex(VNBr@Y}8#0^+m7Nsv7c>c!UXhbOdB^s z^57Us`x-Ew*vqjtGm*ShQU+&`5EXnw~%D!_abqxW$MZ+cEgecAw?&%j! zBJO4#HW=HuVH5{XP+Jpbe{~5%4MFUV8vO2V8V$+VME4ft6;UyKIK_f9>4G=)(w| ziM04eyj73$%U`YL$(_O%W`C5=-}^nj_nlAi>1$?k;UGUblB*m2(4kkH!6f{~fGyEQ zOVu%s9yv{2S~&^jqZuL`t9*DDon7@3|4m>UhRv)dDvB>lEX4Ij0@Bwu$1!#Yk$K_S z9_+b=j2M-S)!4|U9rc`S>A>0Bz|JQ(bFjLTzVV|e8eECJse#a;eVlZdv80$O%U2Km z1fQbXFcA7=iJRRUIr+j)Xzz-#o>x+^ z+>1MBJhr6CEE=Cd@|hRe^}>^^Y!FVJIE9%biWzTO&&gwZd2n+(kwHr&uFDt|5^W<0 zr&z$*ny3eC=v+k2d6?Dqi+Z_sw~?^g4_=EsRoA~{{p}EsWn)XOBNE-k-W_!`I3Q)( zNJ<6`XLPoQB z9ksN%dZ;p37^#b*lY6VZZPniD_WV>5N9IxBucEfPjn$i5>8fv_rKz6Ah88*+PEy_4 z%)076Jjp{yPRU`g68Zw#@ra+O$3b#+_;<5Pkx-Q{m-Yk`<_qoiBEijPkrjseBxvG z@aa!~o-aSt#G5DLCM{mVa=5XO!ap(YR3{Uqp~EI z@`MiDE!(M&25=-=u*AdxL@dQDc~V#L?*r{PsyzhKix`})r@Tb34F>8(xCH}kbakA- zCFC+$?MG_e@%yjLWnz|{K$oA0 zV8PowNBto6QQzo|YHPwMA&Cj~s6}fRb_326<0Dgp^fT&Zt70?NV2KHH))r!1a(ITRo)man1tL(9H@uTf@3jV z7hOj?=&f-O$;qKSF+xdU2A=GZ6y=5S)STeR##1!Z)X>}7LQPFQt*vg3iq9V0TuqH9 ziNvf7hGazv8e+Ib{GW@j{!OMDRy`09R||W(akV$lT63EEx>~`@Q?xYJaZ1Y2(H9^r z#9rZ^>1=<9e?)v8I2sPo8GfvntLy0!AE+06?ruCqZATO9Pj}I7sUR_3d_erpBzIKz{9x4;AJv5ghdb$P zJB}wDz+#mvNZHhO8L_BSD%(mRATma6Ka(mRtP`vizfMdN*bjCQ4oEVQHtF|1$%PRo zUWrw=s7RBVh#|jw&p^mIOo<+~wWC^%cI3zrRBERwpM6g=(oMKD{^MVKaQ+XSn$tdr!cGdSot zCOChl8>|MApu$_!Y-=rdDQ@$Q#pS!G(@o~c0#Yl5V|1KhXI-2fZ8q{#Vv?W3a$f&x zMYV0KumdTE|C+C3nOKHf;gFWjR`eAMU0Tv=v96hHxu;|Z7& zbr=$IgdY`X123b~UHFf!;)r1F)`o68jS};cGaDP~={|Xos-`~by(aR8CSsI0_6nqF zf#>g|yWP#H<}A8>dLpKn#FBjCqPPPQlDoswhjz(RHq44l2G#2Jeuz>0Nky=lyb+QZ zib_nYK^678cT8@g_?#h%wU~;aJyAnGgKzsbw>|y_ zFa7Z`o_X$NRzCU*4*m3I?ipQ2-763BtNZqFtiBIxx?SrNebi6LBRJmDKvP{cRkgLk zTl=VPs>AK+!YyrKG#N3e2e?8?wVJ=HqS0WO8fhQpFKQ;as<%$PPb=JmvsE~hV2@kc zT_e15UQ8#x7-=RTd^>6qyh;qxz4y$)V*|FIZ(RcS@+P9OY1|61yN~TY8k((8w-JL)cKCg-p-rrFrWny5v}| zV63pcKkI9qdgroK%{XQli6e?B^B-jYo_1b)u9;w;o0k1+X+N`@w;F{vj47vNawU1n zcZ3V65nYAN`amDOoo-GyCes%b=NIjw`DDyVJQyRTTQELuBPzVmqB=pX@Ha@V4)x*d zYY`49Ilfxz+|)*WV>_*N(uZ!BxUSUA)E~ccv3KQJ>3@@OLB~Ga-N$&V&PeWPDf@&$ zBuIY-oH~+|GMPT5j6t!Z^r_k6@kCA>Yo_b4m*B)tbHm3!!WZwlfVue+pS^ADIMYsx zN3D>Jkt!VS-KOrVw^#`ExriRx%dwV35~p9oCw~4#K7RdFX6Nf^I9kn_njTu*5dtRR z%0i?6q_N*)Dla7^C25m3wr$(Sv(G-u(W6HPe*6AbBiuwC|I$k@VUcpF{Pth9qU1v` z#RFBIq4zY6UN;Sr+j0c&Vp?t)$S(#pc|!QJrwwOUBklFIf+N+!yQ+i>chV+)(dYIG z{;PMAi@%E7zBl{F@%uf*vMVv=mQ#?>O3UFEj%^eT(bgmwUQ4y~Rdb_y7%u#Jx9BBf zHkpYghL#zyPb{Z6BP4pHfwi?+G~QtaBD1iMvr`uka7SzPo;gif{E z$=6Fby%a-s2}O3%fb|iok4tdL^eH#Z@?-cC&#OM>8Nkw5Le8KH6dF#pL%d5 zJtpyNAS67w8%J9M&Gj`@iRNi(?xnH50k^jUk1wF*eT(35RCV;bOeemhQ!9;}+o@^k z;CQrz5pxEUnV*6~Fe4Nyp`yHi@uPDvHf)i+-NO!NoW@;M)P!d+`0~&4op0aHZ5Nj_ z#M;B*(+wPNancnKZYtoSO~`z=$#*7uGSRxz_>Wg{#yo}DH{Z!ue)9!xnOQ)dS^c<(kb~pE?QOT(f7j}^-xT$JX6^5>Z`Bv!V52GtJ40OsqG~9?%m6;e)TJjKdV)? z|D7CIwV&`F+b}KH7*D^zrU$>s*FOC@zWUfUwsz-HdeLXN>jy9K97qhl_yEBb?QUL%3y^gq4~QETBc)=OU~go~U=Mr&zQV-ir0A zaW6xti`EuD)%9wXoy2%7EccRZEv{|pZN<_mn%|#HYNn0yA|yJLmQqpL&y(U3S7xbK z#wgK=*#QDor+EFC@`WlA+nZ<>o!D7hMQc|r+p1eR;YuMPyPQlZn^j1qnhw*CT*}l1 z11U-GwbDDC8TF7OXqe^o`3i!W&_ZF`!f z{Uv8g`5Q#Pw47+8vE3zk#EV<7S51W1v`ECQo!PHP`mYicZ4iwG2?j;y7z-IzokmSUpIzz-u{03lWch2&fAA&iqHyCG#fA{NzzmUl#=K?lKm71Q+f5nuxL~* zlC@KmWFf(riZ!`_(HCCCRd-&?WlNW`bm?VWd&ebQe9P=o-x0XkrT*aC-YgoDRMIpLRv2xWbtl8a7O{bnzyVO<9kZ~MA*C^s+ z<7p0cr%*WWB8G>L(s6t*FK%q1M$M>AHVEQv>A%WT=;Kx17PfZyir>YNEzCoP~1C!b_L1 z?6OO_{fc>9Fe;Bc@xM-o2}`t=mg76w^5PZ_>qby=;Z-cXWFgB}EaRGM7jwzvVN@nb zT_P^r>e0e`I$aWJTs=rgB47DkyccJ04Nmz!YO`R}Qn~!6Rx+5u-|8Uf2;wy-lbN6+ z*(6C>sWUajC+fxD)2HT2YUHw?2B=kXLRj?yAp$Bmm3Zv;y+1eA4?aTiBq8b(7&reC z7R(z#rjYeryZ7_zn$>K5Z4J*KPa=KF)m(q&To#W=VQ8uaZ!n8NQ|B{(`Ft*@h+;MA z@C#9W`#$|$sXbJP2$=|a!UPRw5&kApf>$vfXD_FW@30K~EGgBuFli0M7nUOECnM$$}--@sdT<)K3YB0fIO%Pq& zh5zIMy6RhLPZ-7UN;?$=I=VekQbvp-vpk!WzJr`-3{ce&B{?BY1caWj8mROLnHB=> z6Edq_`l~`ACPYuo@^m)23HJr@TcsZ?VUolT0#a9-Swv`B8R^4Uuwwbu+!k_D@h?G)N1-oz2xRipnyCO%^j66hA6?9-86F;)C#Im<7L zWBFCLvE=HzxoB7k6S5T!sRyjeFZxX{_!t))_O-VNPDO}WB<|&VC6Y`=!DdsC9wF?# zUJ;GSx!5By5^XvXO2h{QpVM+H7$)NVifaaZVCfQ8h!0GkG?K}=R|je=)t5b6CNEvtbjwatxsz}DQ{%#Iy9c>M9l*|KHJ`@V~< zv$Ios7`JNGDs4bQy(dQvi2m0;U{ekwipfA&1ad29jvQdkKF}?5s_2O*tZPh=Lz{6^ll3ER>Kv+}o zDz_-%C?c#gLZDOn(kjQFb?kGQ>Sk{r33;j5@@&L=M9jIOGzV-HNE}GvwPRGD8&#mo zM@LATM4|@aOfer_9zBkLg1-Iog83m4a!NI-e0nyn74J}6#rdUv;{6eu zNy{k;PxL}~3}K1KP=HV*j3;W=@H$2AuOYV@u#t1M_g|XiJ|^}1RB{unWZMMaEQOR# zoXXXAT+1@S-pek#oNKPTj4SS*!H|-CawLDH@O`|)~%v^cF&^f;CB z(KwmZMU}^x_beC2fVI}dO|xXYRspW)@_ zU*gTp2Wc55Jn7O4xaxwTOfmElFiE~Box%kxB)<=~QY1OEP3j(!Oa8TTXoCS^;eNt* z)e7#2&xxn;0I#oliFF%x^6I7*dc0A|*>bSE6}K&)q>35Lx%6_D39r2R$}3s8a3MF} zvXHT(ipe(yF-kx5Pmp=Pm{pC}k4t*t0C5rfzMgi1YM@I5dVjh55!YZ)96-I}M6gQD z61OJe@dj`oucOJ4A{;575s6(SmkmarKZp`TD@`?r*n6^$<9&(blqXO$G#{UNIK^oR zoHrGSRGNnyU#=X6#`% z=GHx&ZtSHwxttNxD##GcAP!2jY%)U%CAW1~abSBpUA=yM2~uFqQQk4t)!Odb{(Q=Z z6*Fv1DQN~PDMb?)f77j8z5EL9x@|5KhNhDtxiM|fL<%d1Q6_C;h^eg;rCsD2`k-9j z6QI>)B_O=CLTy#8`K0h9`CIvrud64*ds0$!=E~m$|(!E*BeHKH@(n$_^q>O4>hw8(3o9Y$O0>&!bjwZGpauO|>NPguA{vUhi0bo~Et^e=# zI=$D-r1u^Oq4yR#QUp{`K@gQH*cA{^1fQtS=kr-miWF&~mrz3r={=K7ruRO#_y4!f zok?a=fV}7XKgIQfo4MtjeRf%UmA&`bXB>T%M6?2)oH00hng@{@%4yAZtj#HeZ}*32 zTCo(5eHcN;8yVGihPS))Oi+LmL* zYpb#J!vMydau!Zx8=bZI41E4`=i=OxXJcMf4qW|yL}goe(IZ1C?2G6q*&b3B6YSWr z124b)G9G#45#zmlcOc>{+vd%i@z=lp6|cVfDwZ!_Zfses+e7YyA$zj0kTHP2-MA}p zKo%zP2hoXw+;JZp=tPRXbmsVDG50veCiH(UK8O1Ef~#=R1!v>36RR+x#BJ=xVGJfx zjYurIr%grA$HItsvSG@}hnsfKT{aWdM_+=kUV0&}xtMIH0Vtu^@W%T9bnS^^qk~L;* zMa#NMR>9>RkE5oSqR^Xz+`M8;J##S@Uvo7sIqNiBJ~I#1`FXHsmSE=Ll_<>jA|p)W zY+<}g{gGsOl7UVH;!*hQw8hM$Xb0n3GC4;7Ozsf2&_9tzvx*IlbR%HSg=5SDEIN($ zg0|w~i_gbtr=NjKXfF<*KMv*YB>e;NS*&8^ja(07EJ8I!VK;3+ZCx9d?@S?g&T%Nu z&&NdCq?na@r?LnOE2C)p@IAEj4WNNC7g+lWmcG3auQg@kh%?T{siG?wGk@{oQ*rj9 z@t9a>N5CJY-J^aKWo%rG+2(t@(~V^JHuTqgfM*}yfJSpQ7G6jjcjlQm@9f36;cf$77E@X85%|Jv~E5?T};)Ol96T4SFiMO7660a?J2`@4hcAWMWk$ zE*0uwzlbs(75`htYohWm?Tz@BA<9RDI*i&YX`%Nh=MVdq3A(1@WAi0(pOG+o1NELQ z9z-8~_4*TcQh;~eHW9} zjclhM-8){y%9o$SbF$#^g%|Mbi*MrfWvy^eI0mO)d>+m|X%6l2H2QkfVf&i@VW{I1 zfo>{h*?sDCELb=hi>tb@{<$}?YC|(tg*~Cz7Sb}knhx&)QZuCJ1 zLJp8|qyh8|P{Y_KVaidb<7CG9#<-*O>#IJG6HYi9^D44XBxAoRtKpeS@kjPJQFZZT zCUU(VOvte!(6$aej8ED;E@Q!?UFzDXZ^mM>)%vi}`vmM!*#|>pM4US2&)-Rz&z*<~ zl#A2Pxd<12=0co9f9l*XGcH&#jWX}0%**)gUb}lB#P-CKGLGy;dA1X-Xb1ZH8ZaPt zLsIr+VVI%dE2I5QznCGuD$W?&7;E*P&++rGeHORRrqfLAAEkqtewq=_<@vI*Tvi`O zsmS*zW>K*GU%p7mU>bi<5BdN1YQ-Gi%3vcO$jdw9`_uq#f-+3o~^y7Q+ z!|#0$-&|CI!@Mzs7=+1Sf;cw+Etpq}D;o|^0kR8D0zC_e~v*OGEK8V!(Co!x`n_Mr&mMdne}0b+=HyH9 z*&p49AKm{W{NU=daK<sySv)aB4IvIUiV za9AU(8j)L;n(`$Bd*X~p(^?`nLgj5portXLwLDIK=Bp{T(d8px~Pmn-I57 z269fuSx1+ms_9X@`jhMMyR}KYyS))*o4$qL{pK0`$A=yiUHC0rcWMbvpEed-gL5&j z)P$mrWmxn28))#;L3TM|ld=sZZ@ghX;E#9`Ssu zY)j%ChbgCj7PtQVUbfLs@H3-t{*-<5-*EqpU&MD8WWZ{-vTxGKVF&;JYV_E4DT|eP zodr+ByXbG)iB-LMm~>P&s;1|ozc&Xn=2v10byKMJ9c=Q2P?L1gK}+}1xH&<6>0@1q zLo3ofgalBmA_x1Ina**7=Om<0*eLa08^S&Za%P-_qwjnW-=hwEfb}B!@ZS6W4ZpnS zdOUbt6{<5Bb_8O^0D=tQiq`s=TK^cBV{-_RAa!zV5+aYzP+Hn+~$g-ie<6c5K+xipZF=P+dI-Cs*&dQZ5@%!KZ9&f+>_RtZdk!Rby`|i7V z=%I)3`s=S_!GZ{7jilC1eX335HCDSR9;mx-!@; zlS@eT!eWWT>6B*?8b9yBNM~eX>;oeAVajqiEK_R33?0KP$s!&(#$X?XXQ9rJYeXc= z{A?u8V`M@f>>IM$l&72kuYn z8N=_Q4|eBWH{*&Ui!j*{We}gi(^xmgjt0CG%OSxe)c|DcO9RP}R4ZXjO?}NT4FAZu zxv6; zQN=FgO*tH)l1V5t@4}{cTCjOVzp>Cq?n08h?}rQk*r=lu&DizFAK;;@PQlrq`#diF z+!gpN|6cONui@G|p2qJ!XoY`fE<8CdSbZH-VT}kE%|Y3TSK`|5{uuZE^lsdH&mGj2 zKgL~meG@laa}K8E$v_W17^4D)uYSN>kfHCzFQ!h4`>aUO&)75lE^;IjwkcV(B)&7> zvJI?u5BvjzFz?!qrcP?uj1tVN=tj=$u}F=rL`L^k?C9K%rEM)(Qy1d*1t^?73w@rM zD9Uxf?rX#D%~1rHMlKCXIQvMq_J=>gJwKx_de4t>2g`KlUG&AzoQE?DV~EJ= zaM~`DHAH>60qg3U@lJ;eh4aopuET@MJP*u^7NEK$f^gkVytmPTrrs1PW#QJS;?q`| zB1lAK(0elGRu$v$sw|ds5>B}87Toe5|4zBQAHV$dJ^0S8m*Mcd1TqUJp`>6s=GhW( z((s9|D1N_%eOgus2gJDYB2qubKQi*qHzJc_3uGui#lO~2Gm^FpM5dgH6X|<@_nx2P zzMtO7wv+bz0lxo(>u|=x@hD6T8j~8vB8+|XuJk917Z@Dq#oA@tu_HJUS*0_uAnrqU z$qd*Fr{J&>AKEt8W9Pa?+IKJVyB|U0n?J)XKl~-``|BEPG|j>6EAGU1?!E^<|K3%& z<|Nv~Tqo)V5>$huua{)o+nr%}+)v_-U;YOF@xwph{^xh2Hs=_e^ri3No(J#6UEjI{ zmmfD76aB1%!5IA14Wm;Tjo2iaAd_dXH8wV4>C&af-O@XE?i@N|G&1?NWXTfT&vp?T zHFxe@V=_)B*A9dsZRzdG3_mC>k_JXUr*0Uig*~GT6~|qLi@*MT+_BGjxP&{`(>^2iz4zXkVw&h2(Eej;i$q|!k^;ltc({@K? z;For8Xba1xWwpt?xw3%N7LISa0i zHApnC#qvfQO6C<{@}d&-w*ccNm0#Y6)j)PqdB$_5%(;( za}UFjc{b$a&O!0~t8wQ8_u=Oc{tCZ%;7_X&Pa#6701QZq&A}zJBz)z8e0{vwo@S8ccQ2m)ulsTPJrCpIl>sDYeirB5^fNs0vmfAxUp^7%%qe1fv-KJ4 z?WrpR$-f0zc`fK~ejX3q@&Nwr!6o?PM*1y>eGXTD_fG2OZ{xNv9*fh)6`-g!iUHA+ zM*MSNL`R6OC@Cp1bk4eU>x@aZC!c)MxJzwcd_JFX=h~x>K8pYR&;K<1KiOXL)9nMZ zT*)ZSJo}ET2zgb9qo}wTiQRAE{fEDU`@Vk@&br|~-2I9V!I_ufs%vIq{)_^&cE=D8 z&@Y~S7EZqA+xY%nj2Z9w32paXxQn{v!CNlC_fF1|Cvi|{lVF$KgUG9i-z90!f`;q~ z5-HKHG9NNVAq#&feufWCkBUe_dwokoF|mJ9%^AqAGKLf7n-J3xxwgoc#xE}VHdFw# z`-!M14qn49Q!>N93%nTRC7Fm*Cs+_fK3tQJ#Wi>S0C)WSzM(jgWxW62aL@O@jr&e2 z#*BO`lVl&^*@mxsKtvBS?zUvZTY5N3E5=}AWFu|zgZR_kx8at{Zo|zFzJte7N8*fY zuEBA$XJCAPda?KZx|exm-NpLbV9y?dahG3+V&n(AJAHaXybp>v_s2sVhPg8{Py`ebMJ8h(qGPzkc z7xh>p0)ascMD55ZXRMUzK!!LfAK5S1H|fKhqdO3^mcv$cDo*+Gw{Yv-_u;<#e@fr= z4%|UMON*!yW{*EC)dy=9I$>?la>yJP_93YMTaw=a8 z<$urN2fDT#B7#O43U?KuZ04Cb{!8D&cklcu?!EV?xZ@7$)gS)^zr6Jl+;w^m+|)@a zmSbOCy)VYt1fwIb#DhFuo&jg)SMpejz4?(x7*MvY5q>9kWz#k>4o%7;MyX$^7upHA zQ%#Obk4r26Y)IQF%HI)DzM?c~_c~)J%FDr=S#<0JThQ-sN2^7)Zlba=j{Q3zfiP1` zSgnY+y@lONuE+PjeG9Jt#!a~4h8v96O*h?wZ++`F-1e1gaougd#g88CL};)L*=~6p zGV?p6j1QzYEiw=xfnWE#cX{;1z))J-*L~&J@C)} z0xrJg>-g;A<1yDCVn8^0V#90<_9hXM0Y~-~Hv?61V&zdk!^fm#l8hfBF}jB6HLI2hUyt_1ojz9uV7j?qOYx2Ft$#QiJBDJX< z9npMb7kDwdq7^Yq+}J`w;_3qx!T6THG5my;&X~FX1FU%Z7x>W)w=%%IX{c}BknWo| zd==mP>eaaJx(D!^msTT?7v0-8|G&V3rtIv^c6i*o(bCz1=T;BEJ>xhOS005~-7~Rh zTrMVC8qm1n9oAI{A*XByBNKs1Sd+3ZekKEP>bRs#ji-_AJH?L+I;q3#X4X}Ra>BqM zPUqVfh1c4P#%0grky~%Xw`BX)VHs!r+;r2|@xAZfjO(xc7Jl%D*YIS}%izY2>5N?V zI^l;3^(fB|boL>C#^G3W8~fGgj>a+e_wn+tuEGz$eIstV`J1@)w%c*#uiwL?>-~r` z;1NTxr!}N6upCJ*1y6#p^tXg*vp!5_25WXJB6j|klDl2`*Xn?UfroW)CDuImE8KbG zEx4Jwe_t86Rb=3+_u*I1e+XX|>*`|$3=agw#xOVXlI`dYhD?CVwrakeThZ~*Z}9sU z{OF&5J#PH#i}>{)p2d>i-iIX*UXCx6tia~yU&J5Zbfc-ygaXgdU+l_&OeVfMkJmSl}sWYGadY{Ah zGW5eI9<-Ljh7OfKB8#Ka-jj^Hp>1b=lU5tzgWJ*h=FRx&k8Ysfb@Py(5x?su+;;o7 zaV!0sZn&p>8X z9x}?@Fm=>m=Rg!YLQYJf?s1h>V6b)#cK-e+`29;=Xqb21HPanhU;lytt2 z<&A#4)#k(`M*UWvbFk`^Ev)5Pd?||^W>+Ts&P?`CH!|FAc%61+xU9%wQ(JkQCDekj zr2@XP+wr-puEh7Qnu*D+kKnI&e;2oZl|IOA)RoM~Pab>{>$@$8@}hEw!=BR02-U}6 z40sK_AB9nXk%f?fFFTb=2-bns=;{g}Qdotu!+zkZtZ_dT^si)$~+rEsio?n3CU4O|%)(Cd4Zo}@C^ykJe!c^L|6AB!dcI0G~*|(slZ6j92 zZLBj3@|pj1pB+NV8QG1vw;cY;Gcayq8OB6cW6jS$hkI|o9@o;xyZ-v?@r|!vM|*Gw zzVV%x@%C;P+!M#+s2Ne@7i6J79HlARTfg$}N7k@R#Dzl`$T=Ss3$MbRH=mDd=5(O* zh5K;l*H})*9Jk*3ZG8Lo`|<4iwP-Wv(~c+DhD>=M`H?}qxGe|a{x(=vy@kf+III=p zaQMPH_bpqt z7~hM%l4CP7GmY<+k3!^TpV}9PM4ol*-vrG4I>wxL18)8D0vrSCtlxbH-}vS?al_3w z;FfRx7+?S4yI8upA7Pi>Xr}|pHf>CZu2(7;f;m)&Re$;ge*KNF(x=|*JKn(f_tsml z!#8ia3D_m^-Neh>r*xTE4m|`ksY(;CEIuVY! z6EG>e7Hc265BIVE-T3uy;5ylc`ueZpwp(w)SMFJY`#*>xHSS1EDJsAMM}Vp$IAUTV zt;r0Pd?1YPS*B!!KC2gfg*W5eOFoYuTyr=U_@BXx4}9OS7q>IkzvY%6;qJR1!s@mp z!Yr$e^_eoJCq^SlhMghAc5Fgy^IFuS8WmL*%sbMI`gyF6a>gI6HCVPK1I@iA6lF8s zc8^77xEa{`GM4<;y}0M*ui=}w-i4pM*p2A?YjDBU*Wu2^*_bym7d-=vnMZ19UNDAi z*j-MzJ=@W^_9-m+^&PnL7WxI>|1Iu&%?Ia^SL4#_&cT;&nuYvm3cXHv z4zk_(?%lhMyVztBP5j&|NGSYz@i_BY%Q9SJH%vRuEhhZ zy992=PZK*{!`gN0@VoV4xW*lhJZBc>Wo2OQ^~x*507U%mbM zYjEwgKfvw3ei^kf+Tl!(F)^|qOkd~b+!kVgT90%yaEGxX9DBT!EW+{!LU1Hnu<@zi<99cH-N^Uwc%-~;x#fC%`&*))zlXb@UxOErk4dy01y<&9 zs3@Y=BM#U<=xdoH%t#ddeaB(ZX_w&3w_JiR z&hJ6bi$B4GH(ZTx-*#Ji-0_ZkaPNv9Z1r0~*LOejCAknxRQfWJ6ldBVrvoOo6|Z3E z`%$MDZO*^cZDz)378ws;crymquRuq03z}#MWgudYqWK?Ux5#rk{AdozZOEMn^)=w# z*O%hqKRu7vUV9bKJ@*`6FW`kGFJj4)f5GD~eu$Sh`iu!6yOnO>0gZ^LGb%m$rcqxE z{>DK%kCM3NQX#6)j zmt@DVM11jYT2-gN-X8`rGO^;AgX*bsaLO@7@W1l{Hoo){o_yjjc;n4C@chHi+I?m-bIP;yfJPA56OwSadLl>c;ql4(kLZvr~P^%A-{s1d`%&GzLGJ1@oVu{A%BRy=kq1YH3!ZQ)0 zDbMn;CFtD65F9X}iO!eF#qXT?u=j32)5_=Z`V&v!@y2pwFFFGkUpO75blz*%ugB}# z=wu`;$dzp!_LNiJ&{1L2rUu(!YS@77Z5BAH$6@|alQ4rGMrTh5L6LvSL;57XVcEr@ zVmr!8@|d4}vuO}cE9vuB`{#%;+6iow-X%#Qk$|=A%SSP2!&PCvEZDeFe9-F zyWf2t&%OK-UU}^ew!`Ci3dtStbvW2 zVsK$RqjM;Uk3j~>WN<+y*}A*Cv0=joW0FnoXp`ryb#-+aTW`HYTd-oq3gaAk=7bC^ zC?5yggTis3K<1pSNLre-Pxs6Eqe!uN~%W zJ5rGl{EXiHQ45?r)16lY#Jkb+!J~Nl$>;Ix%XNs&xdLaLG6825H=^;S=diw^2g{Nk zWYJcSx|?A?67;F-TZhc}nLf=3=-hHbTJzioIxSxPQx|b@yRMG#^zHfkiV5aG1LlUF%k(FB(EeB!c#J^lQ2c;i;a3+0({iVpbP| zU3J*jYeJuecCBh2PCsQloZH^RX4;%3)WI*k`U>UYMZEIRvuJ4UL5E46OPbdIN!mDz zJ%(7#W(?HSpwT%6)m4=^W_l40pOJ;w*0pHcz7?CO?_}^r2E9kM0qZ6n@zEE`gLB>@ zOsaCg+_VO7zVr-Uc=~BP{M0kX7P(LV?IAq%#8Y^A$*Xv8X9#^olQ4H-IdU?y&>n~z za`lPoi^s{J8WKT(Wi6V$2#cp#Q1{-uc;mTO@wX>lq})G+XP$orPd&N~4ebF$X$aO zZCi=euRn%YmONv;9)5KE1HQB~ko|`0}W%6zKIY_!K)%0zD{1BKI$z{I1E#r%v-*u3&BJpa;C zJoVCR^m`s*tL~}9|p~eA3Oa*Xe7oy4*fjK32A~Eh75|*?bOYc&W zmLR?}lo#L0fM_!PEM8*^u>Ni&nTJ7hF0yiLC@!X!4@#UQ+Fw!#BNEAi)goIkQXdR- z($|&a6NpPWhDB*VK^6bX1gkrSaG)KVmTklCo;+lYKMD)yEX4fMER+Q6uxTaxLx&GO zCv(I+j*?92`-vodxExeZsmA#EmB{FO7aP{Si$^7veEDU@lF#DVzdecP9(x#1J@-1^ ze}5O+TvIT%Di3qUrr=KuK*GxO6u`$T9MO^q+5c9y7@K}97A~5CBXc_N?(<9W#!GMD z>Ax(&8)7dWdl&0=^fP9qpCGzY$~%~J0ce)3+7@> zMjQI;)?$6X4XptSN?5PKxEF3&$u`i4T^p9+y%(Ou>r0-)Yt%Q-Z0twpn4@v}F%_sP zbh4lCv;T;Eh)UgC;mD37&{cz7AHIdRpQpZJ4E^fsZ{v}54rI+b0*4m}{lMns0!)YBjjC_(UY70>`O>rqwH-BUSL22EYq84A z>wE0Rv&&?zJT*87Q+FrgRug<}+fo1W)C?KF0WRdkc12ve7K1+J>{QhDg`aHolX1#<% zXz-`tEu4lNM;7wgmeRkC8zAIJ{*z$8m1l6uwl^`>M~Fd$#Y(?kR%K8%rK2ISJz<1n zxp3OO$hAserzVv88wG1Z7G#7xY_IW{efn`YVv-qy?>&My-+C7>zVs^P{$;%Q&?ES8 zM=jP3vZa^_*-;~1hZHDzBgs-eWZXpV+?1s&HglA=DuDX_00td}$j+%k9`kCVtQe9a zg^Bg@{7P6W^5M#`!x`*BE3e^;(HCZA4ckrSpPK_{NJaT1hz3Y2i*Z&na`=)hhAd`k zoKPJSCNKKtpO329^Kgu-8Qb33g5BGj(C4P}_ji&yQDzndsMuPuv9Sk@nX{2U?RbnU zD8~3P`6wzc$N2H%`Ko5XUWJM=<1wy07iD>JSBU7weU4)LC*H){Z`R_&szt~vE<)M3G04jvk9nne z7@tY=Lq#uF`Jd_Ubh}H?lxdfCXa0Ikar5Ib34G#q+;rBxxsykrLfGxKig=JM3H*Xf4{tak-<0ts@ zD<9&?Ryu(bCa^wiaQK3V#?5eLmm;rhD#nbPibYxL(Xs3WJpG4Pv7&`eQ&u)67sOas z!xL=jRV~ z9F3jy!E7@4De3)Bp$sxhsbmz^P!Rr<3r?>SWtm~a0k9|I#%fd7m?L0rc^CeduE%d) z*p3f-Ef_yF6J4v{$JXsD@dn#A#XM!Q4Mz1gnLx74V%jw@4=ly1tvzVZUw|3spNR>X z85q|aLNA>_xl=1GTSI+-`I2W%$cSv9vmZU{n$T;X&Ndl~Bc_f+A^T=YW#yi}DeXCi zeRFn20rE54utX^6r>{QczNkpwX`F(Y7KU@I*~i+2po6V0?aA$qqn{VtJXWw zA7x!R#CcKQ zCUjyd3QH&8h-u?c%=Rv-s2C*!m6hd~QdMX?gVP@C`(G9TGvcu@+`0Kc<#f!Ll!?-| zXR+k2t8m+`U&d9}UyJL%aT{*`_jmC8rUB$uyWsW6MD#v^+{a)9APnxRXxn6KoK>q< z;o*lLHXi!Edi82!HScS$y@u)2ryCP-pZ;wj502eMol9Ag=b4R`TmF?QG06nOFo)6# z|2<^eHfv@!`gXLTr@jxq;wnrpv}0yY47*Y?g}}VhX2}4OtiVif9h%-&|I+>0j6&K3k#CDQtt0t_S(d}R)&%=R54N?pV_7R@u=>xKUFO8t!R^?!yqR^# zqr!u*Zrh0ZP7^{ol{opxBIE~lpuck$YON6j3Ma#rQ--2c4Ys}bHs1g1a=e~137KUT z7)QCtt)7n=CHYv8XEFwv#jg^(lCo99)%HFj&8xAZ*^Rt8^Ks+})37MN5ACb#QMY;* z!t{fs9*nNA2a!eE2iBXXAO|x}nuxJ(+JjvUc(rjl2E5}icS;q;&=yutT!8Uqc8rO= zgWARpY#Jy*)iFn-xPU&UKg@Jk51*)W$$`|>g8}4CEAx%ST3GC9gLT6BkVdY97J1w;sdKUTMcJZxyo2E5Oo0 zwizGBC?aJu8IL0xu_9(GK~_OI$|fI)id;K9t$)O`FTRTh|F#=}tVzgncu+)JEW_rX zWN2D!l1#8w(hsYzuQ#?Y{=*;sU_1j!UO)f&&(YS_hS{@c8-v|Cx%S_~80@4B#NwqG zQ&G(LGXej5zrrgkYw&u571JhEF^(xiMMXX`XOz zXh8)k$LC`1iKQs6sAOA?r%oSd#M5KPQJ+^9p{lwF)$DV&U>|zcvX2hf;3_M@!n`P| z=p*i8pf9nZ*x2-z^s-1q`WXGbNR)z--VRHQnk?|jwNZb$OJVJ;MWUk?^?`g8j&Wf8 zG|_4DJTj(3buQ2TiA5^lbdAUKVhh4e?dYg!p-m0&TKjdb(NNYbE+>+{F5rU?(O4IT zbAQy=tNr&Q0S(;*-zI*Dc_96B2zHEsvM_{H^IN*RqXWn&@^r) zDj9!F7*mC+@e@%!YZ5A2YN#*QV#{DQN~h;x#)4e*`B)mMgHNcOrH&G;uPnD6xpNqw zdRtNV?pyft<26{>WkSKC2`DcD#!a7#%+l$oD6kuMjEKD$9u6LfOftsdg4?wXfk+Kr z+1!t|ydyE?=yUL`Ihn|=e;>_TKEPI1dpy$yOGNHyNg$ANBAQi(yrK$J&zOON%n-sY!~^oEUKU%EO*YzGk1Uc+us_x zsJy(~@RL9FJ}}ECC6uj2W#U?%uO$mSBz_iu(qxjm_gHt75tr8uH{~iB=!HL$gP46R zrdHT6u=WWof9V-KU6+fnlfLPA##H0n7{fkaHMtZP`ZBVe@+UHv|4n3@cFA+nk%yw< z3{+O6BSqQGg|3dwvje4-h>n|pB4-x{`u*75P9K3~8&(5SP80pZ7*Flm)QFDmEO^Uj zVpdTmCQU7eyG-KI3C0-Vxa#q!WGpp)3}fp2Ot_^MW3=-_X{8zZAiE}s1H;d8xuc5t zOxG{-$3tZ8jXm27OD_9aGC=nthR(PfS+YHAIt2q`p;{!2fPWztE<7Apes&@vEB=DF z)->Rc%|%$i7+0PHnX)n-aIsti%`kV>qA`?@;_5=oKcNKGjIuGGb_dY1qaHh#??9XPSS*-Uit}f6z)t_5HbPk$ij!n) zPjstQ9_14CAz@<7Suhhhd5m3q)?nqMuj8GS9oSyA5XDqRrBxG9kX?ntDsoWivLH%b zw7({jx|Bs9HE8c`#ik}7OqIvc-z~?io(Kkc-GtPuVLw=}RQ}>aTg-m=Sf6b^o= zv3rq6pGfj5`oM(kNP4FrBfA{Mc{b{bxl~k(ggdYuj1Hi?#J)Hdj-BRvlm@&{1$&)pTyD@JEnT5 z0BQ9knPfB~e%M~cE8oip2_Q#)FBl#H|MCYJq>#6AtF_fj=O7wH>yi(!>%$ma3qOx* zFC2?gCzw$8!B*7O?Z%F+ThY+ej7Zr;9OxJy{eX?71G_$R5KcZ#GiR zTVUO|6w6u)FzM_waM_pUV?m@Bq4k@vV|N{PZe4>Kp98zIreoqH8!C$8w3l*&vn0)Y zNYKwjtGsx@YRR^${_7t(;fc2{)Zyi13mJ zv2OheEXk?HmdBsNhG*8HxoR=ay`Tz599@8##$00zKNY3XO}dad`(n(UJsqDfUk`ux zZme3(K%nzf%=+SaIQrb#81LVJRU5+CT${uM8aG2kq)LbCd~Zql+2&%s)xo~;4YbzO zV^{9+IO|Kt;It!3P_^QHG}P?E=IvWhC;7LGg}J;8vnM7H4uz3bHXbt$Uw|2wE|^<3 zVdIWk)Yb36_68?d5Qr#-dKsIb)E3fI1?9LG#RHX%D|=-TT#Dt z1$HJEp>OPs`0@n{aOL=RG`;scb_D%samzER(&ZILBwY*pAeBU<2kn*3y>*pFzGp*t zvS99Mf~8>%cDA^YefWtu@r!5SN?QolwOdfz*o>{rQ)0|H7=Ov{@s%@Y-S53mK z;0km#)?(AndgHksJGX3Ree?M0i74?-MsD*q*f+h74;r&jedgJ??CQfY*Bn6n!;RQp z*TBBH96S5W*pfL7V<$Q>wu}K@xWteV`6nR`vhiWK^hT|u2f++R*UCpDXR>b?{qg`v zFk+brOKdl6{qJCHGac@VNtko#805v?M|;Z-yc=Zuu>-i7CnHyM;v!KGz2NCM%R&GP{#uaF`%|~SBO}OZkc{n$(87=QWho(RX1DQRr_&>lqoBPmGeI`!0=31OK zF2=sH5-YdWVq48RY~In2+LmIB8B>j_@0PvO|Yts4n%LYXV$&j{_2{gHLU@L8%3^2%`f^3yjR8(XP zK!`s0*O*)zQAS2U@kkIMzYm?%*Ig|whP)awTUUqrUG>=A+JjwwXdvt!Yj_j zY3Ce<6B@UmyLJaQ?qoh|YY}45X2~dkCo0?6QI?p7F;TN0d#@|HeOO%gv^!6cm7E7W zHJv%*yaWH9MxOI22gp{4Z4NJ5-dKyaw;K?c`gwfz>>0Rdfdg&tZ$s_28tka4!LF^F z5Xdiwr+OTwx&Ob9B;nh3Pyki@-?drhx z9Tk{*)sJx8XQ?x*q6qrTh~~_|@mF4tql$A;y1o?y43eX)OOccPNtY$QM+Od#94XI% zj7MVdbqn8h9<@7mVNE@CK6RZebQ3vFP>>H;!+Ydmub&`oo|3@~YYSHo}3p$`8X=Fgaf8E)Df`abFWNsZd!am~3$HpA^QV@gG|+Dh%*fsIMk4b6a0eyQ?_>d;JY!||>PFOm(2c%| zt1xX`7A6L^Va;oO=xh%mXg4Dgh-1w3Iha0U0;UAFVxVyw)=`cd>ULpc^LUt?lX3FY zB24gfBOL68Y?vnXAPPaAlaz{4E;2Kanzay9#sQP{eiZNrh zJhQ6}p?DZwl)Ln_|0hGrBX%b*FVDDhZTa%$#r~w2ROZQqc;VoZ;(v%gMbz9NgScg?@B`}v9gPX3Hfth165F6yR_Pd5$ zT?U7(a7H&`pl<`7-2fDybrnv&=u9lmsD-s_E0%59MZ38TE4L>w5Uj$K$<@dyEJv)j z6V45J)rH&P zW300xY(;zAiW2JRQ6`G|*A!_*!s^A~*u|(ASAp@CCTxCjJGvTr(L?2wqD=4IhMFTGbsHY5B zCApZ8-3GUBGuCfu!N!$&C_nr#EV}3zOtdB7ibs)1$$~^WGX^qdkiMQIEqYGwvJTT< z-|+f&)bvb)bHWKYwxSO`n|rYNy$%FemuC9Mc6TAjjF=$CI@<_(zdbAG#+PLvk;F&oMM;A51;jhK=tvk`wSkHJi zjBvaHC(kLx^eQuKp)T}LKnIz3Mm`5>!2=?8Om=h-y&`dm?A-A0|NigBcC-^GPBiLM z+T>I31G9WGF%|O55Yxxg-(p!L7T7B?d}E@%4G$ocI}Wyq^RQ?}Hj1o%*3k|$HZ-AO`v%mt zQ6FWVhXrSyj_a>lh^m1#sB3M(`~CEBWPt#aG0JMPP#-s<(vv{h#h=Bz!}C#5|5rTp zlcjj=>DTGgFlKC`Z^sy*uC5(5eKQfKE{XV7=V?26j4kV>kX%2ig{ zIy_F}8B?|)BQ1|UG4p%7+X9b!@An4c>C$rAoi4b|PUALk(LNEg!&p@j-?$W;KFr7S zlTN{d_ImodI}as-^L?LH{rdloe1U@!num=HDer}m^m9a zpK~@&2q&<$bv-^DkU$`WR3wOw{%Vv~ABVF)lR|N;9sT|cxH2j*>*9r&lT(lFZ#;`t zjehJJpfjH3L4bL)Iw@0b*16$mrt@WZZ5CONG#ie=)u`V%4$r4(J$nLj8&_iOjvA~9I*iq2b{c1g zi_U{XR^vO;j?cDb*uJI!&&)UjUs`+`x~(OMRdgaI+XUuLg}wSnTs%2|&iCHL%S&s~ z5M(gul?#bnuuU^v2oF7PZ?EXF-KBlmPBy#rJ<8wEHhlxe?;~JcBrTP!Q=UxWA9 zb~&ev#p3fX#mQa8s5sn*F3Na{4ro@@Y*Z~e1E=S0#ilpk#Vd6-9QUQgn0jIopOgLY z-|NPPEThfVbElp_bT7|b>I~-o~B%FKc#b_L;Ko#@W$-Zf3-%MncBAH!;S&=6g zZ1rGWGMm?z6>u`3=Yq{5PZEkTE9^)jKMv{_%8xuNWmq44B203}iG%$T)LZO(!(R{m zW$yW(6E;&fqyH^fv#}e+6%ovyn}ObCo6tcgf1}lj={&H+)CKW^X>c(hUR)W#;HvlV%F^9v2*?&JJeBEhT>1_QY)50tsaN3GQ$old zcLe4Py4f!%0A>cm)_hE-JngR8j$PYQ#)Ii)xJ$b7aG6;H3|!;JV4}#2Isb4>oom52 zuANNT;IAyFQ9}N1Mg)n7AGPoAM7((i-uZA4b0?pInJ47pYnE<0i&2>J$1#XM4zm*$ zIJ*WBae0uEAf7>#xUF_a3^B@ae`f*aEjkLmoN>r*;w9*KX3$|TJ?dCY_ASSTWy|p5 z+A#dcKzXVQrj8Hr?i+`}W1WVJF1ZLN_m`q#-XJc~Tz z7GYwhq&y2vo*^lB2zcQtor%duorm+sM{rbFCJSV>TatA)2!C%Uc5Q7%SHBCu1#pKsl<{OXQ1@d<1zOfJ1&lvqAqSR z2APbzwDQ~tG}WQ@wUz0+dPNrH`7nl#8cN?l%1(tWt0<}4+-~|eJb!o~-$b1!vMtXc zmFHfi2Rnx3LY_}!^amFl4wi?%$uA>qhpb|Cy4`TvX+L-@?De)$M=Vn^+OvQ9f?^9>SC<%}8nh=y{ zPKk`${O}EQV)N=a-zM zw-RmZ^YO~23vm8%C*f4H7m-4?J?kuD&Y(Ul$K=zF$C0x$5nc5#-e{Q!d+``tbncgN zNWqGbO!a86r%N=vf&&aBm?XSe9I7Od`3>c2oP~Gl})H~ZS+20GxhE-T!dkl`B zawJau?A6HYPoX841&5^&6OS&%tjajreF=IRv>x;iU6x#U{oCO09E;6;r=W8F;W*ip z542|>5o|_#b3b-$iKlg&hiyf_PGn#Y^453=h=uyf0kEEGq#W1w>! z)-+DSf_X<^Q9J`*t+5~;iNnkKEL}7M*=`s5dcr86Zj@EY(ywF^)$WeL&;GdO?TzU8 z($TOKvp?;461Clf*y3|zP66wbS>IFdQmzDbc6<{ORo5b?dM-|^jG%pKJ+`gijaEk< zCK`%;=nVcf%a%gs2s*ZGMn}~cbeuL1GbR_{sLmvQkfiKW{+%L|Ja(__4X9~2EN5k z$u@2BU0VPAYmzXQ)Kd=Fo-U6E9tO0c^7b8wG+{eh*7yEgLHjl!ZFqP6q+A*cL1#iAJfacl&Y{BJN_x@~TcO2$$ zGj?p-g}&A;*s$bPypwe_&OY`EoV{}ZrR^yk5%4k(c^Grjkyv<4F52Gu4}7?}0c%<< z@D^nwM4!*h7|KoiXqP*{Sy!X`aoP`;okAR@cd%pUWysy`$DG;O2yAOW=jM&rA%;uj zl;?^?-2>|=L4Vv|%XHU2IbZ&oVx+U);?+nAq-;re}bJTHD*tUqAQp{A>~W#v}_}rq%UN$iM?LMu|X!>WRm}1W%mXt zp>gM8A_z-<6^iCBz^RE6%%Htp(91gF0rIE}vpWyYNvGlBBZ^Sgx)d+GS%ccv9waO| zSh1=B)8@^?_~XvUWrIx^@P%N_EP#3Z2{?i_JiDO_nCxH-Nc|%#BxR;T;%(U$+fCnb zgpQK@h+c_=d84t6u9rm__*jf23eZ>PO`-Roan2ic5#dH$%n{EDX+Mf!frZ2{+ z=Q=TdFo-tBuyM~!9Cz|GoSf5u^?!aBYqvFHE&aXOa2w+|R{ED_kND}#6a55h-%4y+ zJq;NpdAM=$g*Yly2z${yv`}Znc^#A8gGljIj7=>En%c0rmbRG6%OQ7=NqN$h%U3TF zjv|<==Hs}zAxv-X#jJ&cV%BLtV@TRF;V+nt<4>QCQ%mZw=C5yI?UrV2rSq7}o@%Gx z<#f^ix5#9CHg)DA9COaeIAVGNWnDXA$()X(7SF@nEH7;}YmezBqkaV2*+%vK=kV zF(YZsf<3qj;bt?IJ^wWFO~>Ngc^BaHGg)Va^%y_jM^z@)f(pvyM8Y`+CH5Uauomlf ztwwF#cx)P&jR_~6hLZ|I@Em4h9_XJ;p!^&$89|;NV$5u%o|9CJZGIV_xab2q=||fn zR`N`Szj+J#=$}9F?gU&o_eh*@aR8l;TC@kEjGyU~z=dpAkUnlZUhl1hzjiBnSH6$c zM;?u_haHcL{3eujU(r{v0095=NklXxf*|QODZ9;J4cGR6d0ade)#)a28v6FfA_0*%cqaCX^zKIW)7oo8FSbXk+)6wp% zhJ6D2m@J&mo5MOf92Zo!V%w4r@bbHiY3Q3JDHrnCADh#SEc%B7bjyssl5RBRpNtWs z2a57hq&0I&W-VxpeEnvOn|lV1s-iMvAWzdxD?sY?dGcx$?c4fn+e2$?w~S6bqeVaT4hi%3UYX2puy~ zJ5=OJ@W&65=*;iO96B&kJhKd_vG%0C13p=;lQuwciAWAWdc{c! zF@G4ADKk)Y(a-SR&kRilNv+WXk-=$sP`-WeCH(Gz_wdNJL7aOQouF}TsDJa%cx;0S zFVBsz!?%frbg0 z6}8y5<|WiOh2gbcfzyxuI=*&}tTyC<^kgLPu+#Br{qWEDV2J~kq#todE?i@e!kOot zii%9;FG6Q5MhRp9lVn~ajc?)A=ib9#AJ~bC!xkcM`~u8A_ed;0C&o~Y`C&Upq7rOG zkR05KO^-Z;*WcTL$LO$BvrHD|ImtAQz98Nd+n~_)5;iYSVuPPDdi6Ot@w0qgPT2_2 z-*Hk_Vy$R>`#WgMA&9&M>ocL;MYcfF;?xcjMDCr z2>T#wP2@rDnlj$(fyX9Y@Z`!Wr5EwYUve?na~3i#KM5z@b{x*PQvSm-QEumPgBWPt zgmn-96py~J8-G|g2G{0J#1&^9kF&0eqqg?f2({JW9R~Lk=sX)^OvWYHCoFWzQ(lZs zzJzUW3}EB-HuPU}F3vdmbGYQVtHI7LIW*c%296!6F8Fq@z+>;fg@&9c8lA78@i&;~x@`$JYP0okS#e93ArngUk}ahjyzYYSOR5}c@XQ@v|`4z4w$FJ zQM0B2ZCjh@Xciid;PAjxiv20#Z$Z581-xWCAH_#3#E&j>r|*E_aq(aeI#&J}OP*VX zpFbBzcBK`ic^*1wPPF~@-?6N(15wA7_}n=^#C5q0iYa3(6y)xcWNZNbEsx>xjvYwF z*_P}8!%pZhM!zvjpJs3xiz1SJ5@w!r9PT(F!9Yl!0mFP45t|JT+aN;i>+!c+zlGl94>;?X$e!qag0xdFC^?882QXnzx4_~j}L?y_U%S)zBDgbZ4<{w$^-I=9!L zZp+@n{b`CLaU-L3Gk4*=HV& z6K^;g$5VGF%r;p^0mhq1Me5PD;~hNm!$m!j!bauxx^Z;f0GVH(6pZG`8i^tQeUJYR|ddddSyz?#Wx<3I&@^YMW;%9K>y%!qir`R#%dXCsmEPwP7{OJu~C*@Og zSDYD??e+HP3VE?yCgVX3)MK)Oo!66N4Ernx@mz#Tj4UeebLY?XBDsD0ZCX9^8ygZ~PKZ|KVqNwB|Hao_QJa7G91MKX(T8b_8o5 zT#0TgbqW0{v0(?B^Vd z#kcp-bWA@w8V1o`6Qx4)Aamdubndj_ z;n!y&`=rZp(pOzLIuJt2>O>;kig4ElczA=EezG5z(Pv3AZ!&%({-woBz1dceWN1Bl zFI$K%`ogh|FQX+mh{h}@rZJC3x0G@W6A2qCIW=`QoYN+wBEADpZyvzf6=7fu^Gx4s zsEZh7rxQj!KLM6as}Pt_fsNfqVD`*XOb$~a_aqn#M2tJIB^I$$Mr9b;fTyO_XdFHt z>zegx&0vi3&O7MH^5So^$Kt{hZo-upm~a7oZwu=p-mw+^>mI=yVY#y|9**`Om;5elg`PC3m>G9f*hMLv48ifBoAQyzpoX3MQ2p16l5HADdYEF@4vR3ocs) zCY{81W=b|LVfigoXre7*P6r&J2JBk)H$48AXRxLr3w;?`$Yy<{`}HSBY>*6mXJ=>c zu|r~W|FsdB7mtzpfx4W*H1#a?5Gz(5N4*EpBLe-D>>%6D!L}1Q91>{p5G<5uo4E(I zZ@vXr)QQ(7e-?|bz75CAR`bCa?Ct~xc5g+^6OW-bc_GiItWehMHlDwyV-UVIV&KeT zM0;9Lch9|eDtR4x&R>j6um2@Zv(pw0#j+Ns9kJe>=wA0Q)-I>+q+GfSYVg7HkE63= z0N$G~#R(UE6UTin#h8X^$|Bgr0L(pW@u#i^bgbS12cE*}wUd!K_99$$^?%?7vkT$Q zo#@-~2i)_!2%dbU6|sh2<7rC>{TD38CD&6oviB#%UdW==NF8dH{}B)U;z7L9nu)E2 z*_e>57fsIkp)QY6PqVTlmKW_dRFi2~ZWDExgQ3UHtsTf4*9g-Qd1&6nICae~M6AWg zq0Ek|A0px#rjg3Z@M7|b<4|teM&E5MUhni^8w2twnPNYO4wly8MQu(C!u|oYzr6-q zk2@6;D<WjkDyMqOT2|7=xAeI+hfjK|kEb7W1Bj-yesUeo9KV!DEbWM!?H{{$?_RyDtM;m{dY;a`U7bDPu)9Jf@R;;9Qrp0f{1&<= zXDtV>$k2Lzr^!w=?nK?`aG~;REBxJIl551S&_s9(&>*_lUfN-iRS+edQK4gKp5SnW zrj1o*>bz#-L&J#&%HeAF)_g(|Dlrz`vAvBB3+O^VT|JM3h%@Cb1@)ZuK5CrS*Bc{e z@2&no!~a+`@$CLIE7)d8E#Y}dx{dHuFKkrF0G9iDDOE{=V(M*-G(pVcy#V>jkqv~k zn3KAE-WRI$y|-%QM~vHVeb12Fg3a%jBgV!}8`WcW)DI(S+&HFZvE8*uVP%0T@P)-+ z(1R0tqail1Ukqcg#sn4tofnSB;H1AcSB4KQtf!{Wn(XW2&~KqGqU3LYbJA&ZagLuB zas+cwXlx8ow7WP3THFx4LGo(2TPB|$ux)_NVTH~V zJ`EfhzHYoZc5UQMr9PpyeoSn_vk~m|ZlNBXNyF|UsK+Ws!-i)k!)@_9UP!~Kgk9eR z3HZsq7&;v?P;;XvN{ilzulVxnTm)aPPRI~o7zMoz6-yp5-@Y2`Io9V9&ttk4Zop8Xz$4RR`f!E$k z$D0OI8!4k{!?VQ{%2jE>>X;=+Ym&s;6_HaG*O1VrMOYiqwu{$2k}KCt z2uC~Dk*2eaviE?CM$yALgYFIv3}m!+~WF7nms~O_?5|J*(DB%;1YU zm*axy!n)OO2JO2bdO{M1fVAp+m`JGoopP_p1#pU<%l<$^H4?Z);jt@rW z^Adxpev}GTI>DAl9_UFk%L|BPA|v8y#{&(C&kVKlY;m@}ruVx&-!84}}3>=cC_hgV9oN-l2d_TB)Qyp%CnID6zm0dHLuKs~V#{s4#iX~aR- zN}SsHo7EM|s);G+!6sJJCv}O#Rs1GRTJr}o{|H&;f@!}Ou-`pwSd6U5=Qwyc1p0kOk$J9luf zF{tzlq*Ph#y5M&?mTeVP(pW~gjTge;i=4Rkziq;JK)xYTivkM7tqHM>jG^^uVwVi`E@IB^b=8`HeP zc-7=spW)zyh-rE4Lfy2Omw*@B0+cpl;cFtF8QubcStJNW%?%CbFW{t?Rzhj8q1Q*j%D z^Je1Uwg5$7Ann>V_U$vD)W@ZL=hpr7Tt>v+m17&G}-7LaRnxbX# z7N&^c%}Gg7K^&cC#!nsB^9!SS5YG`6QR^!vB!~J7sLhl+IPDq5ZN~V^sUDf{LHXVC zmne>gebh?5IS9X-EM#2?DFEC}caRf&9!4JeV=N=M_eaZS-`wn0DYHKs|N15`Ry$^% zle#pOX0^;99rwpL?XSU#i`sRhpOW`|8whoVv5Rv~?W_8$tFbFry}?Oe3a9p^YN3R} zB;K{cJHO$rSaUGsqIXNolA~qvf5Ufnip}sKrzPy+-8@IW;k7X-%`mLY)Co#S#Me16 zk_9hh!n-N(eoXTX-?z6v>)9$f0UMDi{ZgmCVdTe4uOISOGiPEy$3E6aCUN~slO-Cu zGbAPB`d(#5qw}5Z&z|^B_(U_czOwa(in!d|Xk0ZEm$t?A%aD1Egd1@Z5ZnACPoRQrsu;5waJIUh?C=+&gI!aNui@7Q=g0&>K%IKq|YbvQ9S9X1;m zL|1w$9uafC%(+9?SjskGMyxS6HD`iy<5E}{|E$)GXt5&T^pm5y7cLk{1KNPdneJ?q z`++st2o#p>Yi`H;^U~_z34UIGscSDw$bU}pYrTffmw+c5EZYK%2Zl6Xtk#2r$&~uZ z*$jxq#L>Q(jiqKIkTa3|AA~C@m0&7|3(M>c@UC<-Bxma|KY8#R4fA)Ms?+g3()= z&}H(#wSiz}N9Kg?6n~nWjUlZ)G&wSE#PI$K3&|$wx4Q8AAowy;qrbH89R#d^!>~eu z{%B=kW|6K&N&UT}1DVkixX;R&k}FDr2Mf{qqMVCbt+-tBVA}Os zxq@m?2nTfBp`K0W29hO`q*4~huo&5y!)9X}(Iu5_TL@6=^N|O~l!Da#KQ^nKo(S*+OZL$FzG3-PPl^Z#H_diKkyHyo|1`6HDJMuc?z)!v(zOM zL0JD7%@R7yL9>IlezX`rlFw~w^QyKB?ETrGNJrrK$Ps$42`xMjC;u#8}f zy;Io+bYy>4GSCfmy_p3au9C?GQ~xtJWJ~7&oTzt9${q9|rm0JUqIQ-#I*4%=m30OZ zQWS1}Wa7;(*CiK&M*nPwbU>{k1_NIsn#A zX*(tQZ-X0j!BmeVR}++XLOLi{ZiU4Wow`}JmLMhQ+5 z9`aY3tBTC=x}Sr)l^+UtB?|@JCP_0X@e>>H~c>HpQR)>bLX6YT=Z{ zYH>u1z4bi2pK@#MLqBP3jTL7Fe!@4?*{Atb!v%{*6jop3^3M@V;Uox(;=FaBkRFS6 z7pI5r{di=`9mO2oi>PBex>7L}d-zN@qaQ+~og{5xD(orrfRij^OLOf{^dcSSkmo-B4}tiaa%inZ#qMU|5Z&N6k;xYbgXET;)if)Zw0Ki=a# zR!a>DI#>R2<)fp9lNH#*kUyiwg5mr-=e)kMusLwGs2*dbRU8#im;RVkLc$)7gMdSQM2}-fLoYByu-9I0I=PhC%Td^V1oJQk83{xR#v3yZn zX6FQyZFwkLQObMf+0L$4RR5eBNP-%PXKq<{1a3P|H%A)iO}d#4d*PKl&vGlI()8BF zX~{zWo=9u$yW>x|4dglUdy^EJFc#x?ySvA^HV|G%i?T3pQT_hW>Wn+2Z=5EzGXHHF z5zK`ZLPw;z&g=bS0X8wv!WmC&VMrv+uyubkW^hNG*;bWg{X0g3YX{GCKrewW=Q!s} zcUl>O*%i*Vovf*{PbaYlCT) zaAYoTkghmmnMkkkEi0%2H{|>u8HQstvWbo?^T=$ZPLqHp-HyBKgY1~=RbdAG!|XOP z?INl9i5`{#cs{9dv7N-1&^B^om?_}5%CcIfwm_)axLk2DmhFg|t{b+h+Iun3vymKN z=x4cCnWhL=P6IN%q9O0hTEIz;D$i{x1Gd={>q_7JLYbOMW3+}B-!-ex>J-@x>H z=}DE|i&_WiNe|_vmUjOOOyKX(FCKzXSs52jTeb=9267eO2g3BeG@kM#uJPu=F{Pmu z|EUZvqp%M@ z-X(ulPkgv&0$=2Vr|~$OjI1wlWV!@5&{v<$=TQt(AbJH1&ypaTd zKWIKw2(-0POI(PG{AmIMm|vaDM~ulcifSCONGssfWRJH)k~|(NeUdzMK7Uc)m$kRx z_bjWyBeqexfv@-*MGdq44e@Gc0eMjrz#kLs*-6=2#Lcz*$<&Scd110eoN;6z>oY`T zz(wKz_8C?5eVs92amU6sc=0mas`zSY1K;-LilB&XLcOPpZhBhx0^5RDuXB3{ORw*9 z$58n+stD#)e8Q(RPWJO0RXNmaix_?&&^Y9&a_LrL)RV&^XKhNeBW1LjFc2-6@J3>2 zqY<;ax+szMuq|4%8RLn4KF&}k+x70sr4~bW1=TYUw}kjeArS=Y7_-t6QKwZ|7lhKnueM>45!2c$m9+0>XIPw1U;cVnse zU@qoZmX zh`Ydi-PL+Y7F^;cv$ChcDn-8cK3qffZm!hWCQF%F`^o)&_s1CqQsX)oqs0b#qQhQ@X;!8~(i%R~msH8*QD;^HWZoH=0?m%QBRxfx0?@lnG zws6l!8;j?RQmFAo#JMiJ>z-Zzx|TmWjUWy+O4vtX=jfW#P^Y;c3)YtLfB zwaD33A4cSGTZ_5x58f^uNhUdv+sBO#ohu024ZrRpG+7)`5|Fr8}$vVN-(Vv-UV5kO+@<#gkE<0VFF{W%;R#LxS8wQr4 z2~roLq!9W7C?#ER9;!_7y)%E~{_(Pp~-OPeI_^GT#sS%c}3G+ct>wm zf&P(td};i{xV-1x{ z71#g`2LkQV{l{Gfb4H4|$@5jXACgp>nM`v}O+WxmiU#iZ zj2jg_r%BYi4GZP34_mBKKDN^r&q1rC1NFq0VXP20sLBlqJ+~=`W2Zh&B_kR&s zj(tGyv~A&DGYs@Cq+bX; zkcQOPQhlZU823+QZ1Ui<3#UqR_(S&H)L(Bk!w|QQOnbO;>Cuoy(uo~3cFmA=u`l{3 zaq@i3*3QA6>){ir97EY`UPFfV%lpg37nHI6V0V33v-E@Aey$cuS7$Z@cSG&BKIn|oP8jUJ2!DVGqE?2f$l4&S3%7;nRs;@Pn&77tq9Jy_B z$Bk;^jOZnPxy!EjG+lY3pER6`XuYXdjP_pCC;w}T2o_BQhE|Y>nzcRa1^hG*XI}JW zYmo1xlEwkSgTIs<(Ll;ddrHVXi}OQtL`Q&~M~QOGR%ob?nNF-ou;|ci=$B@`8N< z*32605LSr-CdfI76W%AWUBuXiEpMW2R}1SjJ$l1nR|Er zT?6pvriy10xnZ&f0|}?F<81Op^K+QZhq?(@-7-yExY;OT_z0VAGtHQeq#lIlvVi39 z-R#i$O49R7QfBpq3xXHVLwI*Oa6g*`5^TDf$lQjOC3XhNJ7Z!~x-7OA*g#3Tiowo> zi$eo_%rUW%+YhgY)T_t3_Gkix4;u#-1IOTyx6rYil(1+M;lrn)ha}FY@d{zQ0Rqn_ z6XO1@AhWyGo+);>JnmZY6lJ1mos;^V{DDL995ZarAyq*}JJ>1wu`OGK27Wd4N%$6l$QS5Oe)iHfR7^~F-=XwOqg$5;%6 z6S;;vbC2vpb6bn)lB4QH45lgMylcsQsPLY7(3(Pa>niv0)7%mN)z_e>!KkoWrYrnq1 z(A>qtIZT9@Eb*j4J^n)FDuP2+1e}P;2`4l@2#EA6Um`B2Vb) zB?IJA{rFMZpbXxIV}`*=J>j_El}%W=Xz6o?K8(BDhc$eH&G{QzG~&>2h|Cu1tSwXo zJ)Khv+-S!w%=MLro68CaKdUEQ#?9PNM%rU5OWs_ss>kKP=7Os<#b9Z|vJ3M+6w$kV zR;qP3K)ZI+3xV21Zq;e9Cg3z>Lh~g|WXr*A3mQAy=SuH7p7t6iCZN~uw zSG`==_2vcj^O(A|VGl#G6rg9yL%l^s(BbnNF* z3TeqJ@;w@9GqdVD;X)IBnCVfE>Op80Mq6F730Jp(z~Ug0p7-yKbAVuuXLwx;cjEJm zxnyH3ry{`)BYV(I$T7eC;~`dlcBdJ@Ruv92xz0552uRp1z^fq zi!XH*7vlLx<@Z?0kuI&}rrTfu{Z0J4Z+Q2in994zji$!Z;7w~vMZ+|q??6Lcm;h^z z%{-YM{#1O@a_kM=easxE%)=h~-NY~vzp~G8LcN`ioYz50zYf#wm3{VaRd5{z%OJ-y zDy$D8hz!ry8;Krw3i(4$A+F}-?+e<}Dv9rGvoDGrRH~1q6Zw6$#WGNcMf4VDBSkKg zB+4W?Ze)ir>*)*>v5gKkPJ)16!k;;wBoDGIYZI>t-q=m02}CYiCb@cUZ&*x^ss#GG zzDng>9!P=6feRewX-RieTBKXsz6TKHU=@Qc^Y<-2ah-N39k!6BeT%RLCv{t!Icqr< ziV(V4g;x=~yN_JeZGhH)0tiy z4eyig<;nPz5Hw)6FRO0|yk7IIZ-MaV8=E08QY4p$ci?$KE*~2<&o;P5pB|F^$1};X zT-4N^YmEG&XYFr*KNF#&1;J1QW0;6as0ye6HQ8qZwONfRcNUdTB2eddwor$Fir!=6 zMTg#nmS*=br zgho=^d)%z0(NEg_DK z+0Tj>L&szlH;99-r9kXVMbB|-|JT1ECm!GDZz8uFY){>vgAvUK*~dx5vUinyh>sbq zA~cpYcb`UpvUB(HMdZaSJyyrDMN}={m2%9yK6wl{x4zu;GxBnqZ}-bdiHCu-swBY&mWEjGFRJPgM`xw zE`OLxs9Jm8GGx5e?-vMjsC*U%T4vhxn6vq5Ku;=J+EId$0V(f97Bn4S;BPm(7n1IG zJEISQ#D9ih9Q3=KD0wI0*DXCl&d5s^sw_P&*-+TrsX@$+u;=l7hhwZ$IW zKex|=(XOh)1sXZ<4ii7*s3rS`xT5qf%kpuL`_FD+d_SIO$9=F@T*cG)wLU#m&D7}` zF51h}gCgUP1ri!DYw*@W%PODTD9rwGV>!U#FRm>GH8y@Btd_b=EQhgw<=iUu+{Z{0 z%W;(S#FzED(ICr}L^#Rs#M+ZH;JEKpyoTB1R=60rJHRQTeI+fFD>b(YzlOErp;jkL zWu-`}@HpsUwLp|EnUU`d;fvqekr#|yJ7&hB;joEp%%y@C8LO>$+%@63Xlsm0vh)j8 zVq`Bzma3jINv$R=WV`t{z=-9SWIFYr*lF6S!*sD?$+>agUhRl+`SF^savI!pRMz~@ zZ{I>T+DQ79M8{w-b6Y9+^My@Os+cL(#lkPPwPG{Ku@x`POgmZnC7ayju3sQ>>_TWL zVQ$YT$encbAMM4(axGwRFo5W05@M|g#>CI2u z($neojot&ZkTvvx+Gm>r(s*az+P?2S=n}eP*qM40|G-1{US7s6uj#>#%;jP5ZY8zb z{r<+#Xb^As%t3>*ga$x}#XFVQ4E*^D-}6Q&BKpu}$^H`mgfWLX{6n48mXa{hG`c7W zDr^JVw}1)9N5fxhaupn72$G+a(GVTK7D0)ly;Jy71LV;q^;H~HMBXnLz7eo+xzQDz zvUfGP)r7F)h6&G631^)L_B@>aA*vr0i4qwMz@;G)+MpR*ux?1ZfddOTRcPS!yk!eKnwK53&>63z?wks@N3Imv)TWsXzJPx<`xtc~N)wI`cs5dF! zPnxL64v;0arF*Y(l{aI$XhEdGFr!1iK-IMtnAU>ZqzR3FZ8c^g*pPZUSGwJZ&f(zO z1)IL-O`ZfyAzcU!TqE3%o)I%*)i*Vfu1KCnZ+ecxvg95_HdMHt~I#SQ^4-u3L)5u{{~S zCWC{UC_>}x0RO=7iv6WOH;SPKb+ZcjHL(9>i`RyABrKaxiNF`L*nFE?bZh_$oN){<4$#$Lcp?FiJ`2@>__N>DT&4?48=_&gVa`^xOMTAWwS7)qUWhuNQU zTqu1DsW2-^<3C6tL^sHB>2de$pUE>p+aafNrrVQu+F&DhmUJsfrQf+%v6x42e&+V> z)&3(*Do6bvYf>&yQu9E7hT%nn-jBW0+9x6|>VC{p5uuuW(_)qBwaephr-&=e;+|8i z4E`PeCmQ8i;+1b2Vob87YJKI6JIVecZE`OZcXXjQl)0N{sKMmdcWrmb(A;h!d>6>WI-^Pa`u zsvZ?`rpKtbVcy}?e7>f#a#(@q9pKf0imd)dIkH5)BClaiy?)t;ndb8R%OV!pGb24G z=@kre&;{?4ZmUXfngW4rPU6^9nN19M=KRfnJ(9c_9B3;48@QUD{z>XEVp9N(?`X*5HgnQ(RRoYx-wX;I{JZlZ1-gjn6hMiW34#|@}u~I z?j*XEmd^ul{-4ed#G*TL75+f-Ju0^2ef$qlv;Gvj!VmX%qYmS;SE=wFvVR5je|GE; zA}dW918!%o`v=E6&-4y@JFdmD_KWoqY53@grS z3Vtg0LDS&NxqM>{7{oy*Rd%?7)(nkWn)E>D5IfFxgp`qF!sX5~Oe%WC@==_h5 z@X`jL6VEgU-FLR9!}8YS zURF`@7wmJ<9MNKTZPt_R73gi>2~0NP8yx6w-h3xgl>{<%zd`W+j|vXKM#NL- zL~zOj9Bo#8YG=|5B}d2PL-gs+I((x-#?^ISGa$9+EIw@LMZ;D|&sB=AjBCoJn~OYe zRkm|#&bac=4@f2E--sepK17^o=YpE#&OP(r)24jY?G9`)jP?@tqmS+&8yVA~7{#GT zu+jxDSBc2{Fk=|LCYRt(-_Qf6UN>aF;_Jc-w@uS++GoXK!*8L{u$Q~bJFf@!r5S9+ z&YOXQ&I=a%`PWcyr7g3o8d2o4dZ*_No-lezS;}z$K9!>MCd!!*j)7^Bs{HWkfS7Pr z?(<_R5F6Ef~f&Z&vlpxPvHgPr&2&S!MC-#TagEIQQn!X+jLA3>`A0EO)ZT zXF9$It2z}Ta#8cdb`6Vd?-sirKZW!uCInI4lc&SV2>sMv$y4r~J-rT!TDo57&3& zBtJed?^o*OsG=5xYU0wZA|+_>Fk2h8MV8Nd^YoTHyDiW5RzZLv!a)77PoopAp)*P! zPpOTnK)Znexz@l+5DZOf2T17IZJvp4u1PkyQZdnLhNp#@WHfu;ztKK!7-r25MM%~2 z=49(QQq*(a|03|pZLtwd1EYbSn6c>p4M=Xn*`SLU9D??Y%X21sN|&TkR(vS_RBtet&xN{PMio-jMWlv!#| z=ayo1o9DnARVR83sv`Q}v zZoc6>Zc`kFLvfer3%`gX4zp%Ki0$*SRzsax#iF>3#*5AbD&O1XRAG>X?xi2iD9qdPO1Mg9tx-uu+ND`Url5h_s)%e6m_$lV&FTR!7mD5*Dzi*3S0rzWv zJl3B0pSG)o9mZo%dsl8>5ZqQg2z|Zpl}CWyi1yFt5>JoyVj|ymy9C_O@R9$zMHYAq z;Ybn0{z+QKgql$(?)t*bt$Hv}+;#2z+7}QGJQa;hopavUw^bc+gp=Y=_8y8$o_$O!R?B9k59E!-!=E%{YSjeKSe$F zX&?9X>LrKqdzsoAKU84*4H5-Fpbnk_A9L;Zb-5&%60SkeKM#bbQ!KZYMS9vx4uX=q zEj#0yU$gYRk;QBlgHB{8jAc@mU_$D)g-?d@DWbon1`@)l2$U%4-PR9&h<}i|XOPV8 zx`F;Fy(hMbytoa6dj~K6gA2ot7M|{d8RJJMBcnMsX9Q{@4&gYaaihYLPiDnW)06=| zy|G2iq%nbLkil!p9%Bh=0?E8K;wn+G#z&QbX3ZC-LVBjYN^;K zgEB&WgS$EB#j*>dbE%711HgZ<8W`|$x)t&Nxo?=Ykv@tN4YblP#DhX>Yp_JK$;*J@ zm$ckm+4PvyZ!^W`J~~CjhU`)cL$Q-hFV>rN;?N#(D2{ro|G{lZ+_J@DmZ4&yI+58$+pgid}Qp5W0)^cifc4n4TQ(V$%Vf` ztzES3Ga$gjMy~3s5||QV*^62#3}0;8PlRVR`x!q%9r%q@XkwN-{BtNFpEsJB_&tM! zcM!g^2FRrP{jY{7j_QfvmuA(*mK&;nj#Kt|-WT%8YBCxC7^s_j-Z}8t4=&qCGf7Hj zmYL3o|JEdrAv8b&4_5}Ub|IUwfdhqTu|h}V#UrmbgPcRg69)?;k3UVEF(Wu4z;`G) zTDb-9-eBnWa(=ViuN^YspjV<#@X1~k?Ns@?nGQIP2!-n(2rb@%%|GnYRwlOp=+00a)Xg%~w zcCK)A#T(=s{NTBP)sGz_q{XXft^-y zOk=e))FhjKjc#ie8;!~YE2OTFNivcJLg&IL4=GLRdu-1Cq#p+`zs1j`gZr&2tDX!c z@40o2q8q8mFbZw|AeORx8X5Cvz)^Y45mVQ|-|>G-3Mj?@&jP;!HU-j+>js21R4>G5 zia39lFurC@v}dqzq^rPulzPI8Nb9r79!&6^0I}wA#(bU#@P4u{7hFQ27qPMKU(C5* z`F+5NgZ40~=rAO=MvpgD)s|?s=O$&>NVDqYi>%^qmU)_CmS&>#fsdMxa5lzV6UUI} z>d;?V&Cp1Ch1)coVBj=(5)e@yU4?bh*WXy3*vM`~6YAIJcc$bhCQ#J|J2(2l74;U_ zNB`t_;pU0Pv1X7#x{EG&qKPwEW;svng&q~nXrTT_dBkvpx^9?c80PV1H2zC_al4aC zGa~(6X7FF{ymd^9mH0nBgTI6QKh61n846!U5WzW6<^M1a;6FP1|LLufBqjde!)yHa z;=F0he{0U$&iwCf^&gw_|H~-6jB|8>6`^8(F_ONYciFqunIIUKHM62`e>(@AB>E)V0q7y&)`2L{H$=Hc`EDQ`g(}3m>xzWYxZlIb-J3#cIx7TSgZPC+WW>a5ysYABH zz&St_P9X02yN720tt}rI>}B-j{{OXfNq&l2H3p(rC$E5PqesJaLz6(26D~#RIEWlJ znhcH#Elw#drpgKt{2~$)vr$9Wu}haRZ_h=nK$4DSvgG* zDe))SS=HCj#cDAdC9{G(@ww!-l}&vV+DqfnZ2#Xsern|GhAd@)6L2s9u=HCFw0chs z!?nO@QemT;+V)D#3e^Pf*7!j#VV99StN?LrV_krrs&IWaJuP77%qwQM4i5C5{s3qX z5J?v-W2vPgILoj4O-Rpwow!hNQTV@W3F9mHKfe}9YR?Fnj_3+#|J?B-K4$@sInr6> ziy@DS5FfdFSIc@8q(7QO;dC2~nd|Wpzx~p>Z2ol*V66>dWO{ES6W6M#{d#`pOs@*Z zoaxDkkDVcYjj-3}q98PXJ65WBz)Z2Vl`UXFo|VQWps-#ZOp&KdhFpkrwg}+7!8)*> zuxR12a1GM;Q^H9HC3vJ&8c2WjS1G40(WyL3OJs>vuIB9c4CVZ7(UeRx*5K(*&R(bUNIs znp;kv$4^Lf2EM*0)baIopI=y6Sa366B_6!I18JIEbmh@MUhNewmT3>0GKbJ?k@TkM z1p!4luo^D${Hxj0l*!8ul_kx-yxSdL@t@1_B!7Ki2X-ZsV-jI2HE znu%s?R&soU)RF-zBf|f0*>mO~d(XET6dfwto%qhkW-XGw4fUFMcO%Q|6*KnrHur27 z+6hU0xzKLE>qd9q?@OIIBWynl%Uy?d`hBP#jgYJ^B>d|u`rhe9Sfovpq0AF1gI?Qy z{K3-NvM<0Dq$l>LV1@J;A;G1rlXB0caLz8M=VbPMppm=%%xrW@c=?x=FR0H+m+@|| znsKn$EULMLnC#( z{UG7V>2xg3#W}~*L})kr%l^lwAI5l<^t{nDPF90k14Q24l6GFTZj#eFyI7V~ zCmeh7&XNii=jE@+6DwrV5$JY(@UPb_zSrycdfeRM;r?mh-`$(1)%PgPKE$ zv7?&J&0MjH7>OvyUCaiYuTJE4t-I!W4L0uy7~E&X2&F@A5w85G|Cf-Q6V*fV0W}0t%b`uY1A`~7_{bZYi zRCj~MGea92G4R#GrFLU%%a~RI_(97tqxLlt*4DyV23Xz+y@-J*L=O!4&x@0OC~6;^ z8s~Zder!)qDDd7lXIFB>-HDTg#bJ|6sHKB})q#U)&_*InblJk%Ic5(M@9&6Vvvrl$ zu?Ga?4&O>>T&^%!^n?(%Mpb+Hj-`&eTF$zG2HnU@Kh;aQtvYyAmL9uv$t{h>HB`kJ0N zxajOj1m@y}`VS*!FGLn8o%VgW)r)v!Ed57^sSZ@19v1BZ(?9Pr zX$}I3L4gPf2QCp~+oL_U9MV?9MLC0EJL49EZsqJeu=g=RE_*r+Br@R0 z_rCcR-==xEUp|QPYLOBWIm8{JKaV--w?~vEDs`};`YTu)*5K2)HF1de(I!{C)C>Rp zJ~85Ho$=BkXlnlJnOO7GnC*k)p*sZius`!yEoJ0`m7~`!JcpSfpcPDKwAb6$ZZ_q9YH?jGkviFZj#HX?6Hnkh)59 zt)heNGODpq&1)MEH{++{@9=Wv3LpB5R?m`AO@m2dtQMtJRDS)-h4G(tg*TYQjSH4* zI0s5RJm0eszZiZxoF{1k{=I%Y_p{f^qjTi^#LZw5I)>;*>AyPQneySpg=()Nl))Y@ zf%}qkvV~Mwth_&m-$3fn8f$B<^U?n9h1>cJ+KO<8DO*Gu^zH7^R3^#2kbutplA?yjbR-NQ>`fr}$jso` z6sCR#whnD`1OaB8e_Cao4PTS69$Zsgdp?_!*&N8)`Y;Q9zb&l(iJQFhrL5AbH^7yB zF-vUknRoBISa3;(RGCoGYQ^X2&lKHM*IzaMLRwYBzDMDB>I-`={oL5&p<)>FXH>&l zTqK#CT!drB2po$gW?KVvt423(QU>8GY9-0O|;nVHXpttA91-|ub3Kq8APvy!yzQ?oL`!44((dt}!f zO-G+|IceBv;P6V{rKeE7w`*#5=-vWGUCo0bO6Ymj^e8P<ZH*U-e@DgTQDfHQxE2VYW!i?6(oFKFoRjqpqc3M$JsC7upjm6m)pZuugC zLu1!ut6Ej2EYD1Z%i3ggq%4-+fs(fYgPyC-F7iY{v#yFM{BqYs`$M9GWH*kX8%=8_ z;OBk0nScrDUsLD-e==Va+e~u{NyfU{k&KcGCVOYwsZ7NG2y!nvjEZ`Ffrm3NJ|p_#j=Jn4bD!CDMS z7$NKT4h4uuFJH+Usb_W%7?CVYXx;ae@~0m008t{OPtzux7jd$pIbKz(@*#JPMwc6i zssy7n`$m%R8Mh-!|$OaTh?1w|@|~RskJtqeMPUNRYpfxKPZ#d{qn(e*0o^aSgT*Kfgomo z#*xLyKCIA@`{(!8iTUandt8TdpM{E>kem|uMMq}mcC_2IMf2mksglK`mb6Ac2ct>y zPyHM8Gur(5O$~4=RR?#tC-#q6<(&p=Ap|YUUX!S~-<71^}eTr>Bu+;1#3t^kY9#1(F%Sn~VbXxE14)Kse|>S|`71L>w<2Vuy3n zluh>#p>&@f1+w`Ged>qwFVCCLq-vW!<`C>T1NLMq#tCBN>fC_sCA9MOgEOo1M)%)Zg=AvVSx z_SJP>$9I0f@k$VDjJq`A4s9ovke8rM33VEGiIJz%L&O?}FEl zb|8KV3kLhHTMBoi%$vEc++>7AP+pakPNHWJdh<-~`unaA+JlxVuAuppCn`yT0uGoO_>r#`_nZ{<0dzT34@8m&}q`RW(*? zWgSoKEJF+L1{j5V;l|)nn0dBn-EwCFNF18|U>%G!LNH!f1NY5z6VhwRbpIO&j zd!}@vek^a#)zpyxj{ZXEMh==jj2)o^Wmxs!sWaTvGf=Tp!6NLdupPtz?=f=A3h)D# zl%p9P^kRJ+M6WRfr6PuJ-dst#t8^wZ~Dsn8LOGa(>^upz&HIn%#gKYW9Im zhyi&*>eJr@`+R^%XKYsU2lX=hS5dG6vo?7(2fgunH?H==XO#vU&U&N`4dHWY`ngEO zF;w|9cJisB-mW$)Zgf&$*G{apx%B*+Q-3F^K?L9M099_ohhvNM%7xUZj38?H?D%k0 zD20L)bWuG!^??>{`r*(<>OPFQ*zQ;~g%AHzgx%^GL+&U6J2l2WAXxV&-riA0#9nQU z^Q+@Y|9sV<%5BH$fH0&kuN;jqJ4fqK@V%!iC(}7t`D*#Km)nZLbp8A4My~XXu|g&? z(Uhg>kObKhTHQy328>MPiPBfM&Na<}Uq`MgY?e&@abLyCKdEDpy!XP~vzM~J7d=|h ziRG!FI5)GR_MGIB=OPvHb7vO%bSx^LA$mNkXy4LLkR6W9S4D_dJiuUkoBJDr)RnBg z=bdIek`=P$%*oD~i$%uGJ=Y3GP}CzZy%?bJabfSbVkq8x!yNaF_yf)g1BF>97(E_d zaLLs7Ie9^E0|Y{TA)F)z+MN3wveZUx^B4u`~sQ(14C*`f_UU4R9pE#wurzsEJ9CYQ+)lP76P}t9SX-y=&Em^7S1F)3mx$%Y||m+ zg)_`?J>zO^EHiGZ@fw2WAzo_xKHjrwzj-!p9^+?zpY_-{)v0}x>5~0L&z@Q*JXI}! zijF2#BtJhKA$^0$z%tT8iw3Igo72rz`f0P9R!JFs50u}!%FzgymL?Bd0$Vq~B`spm zeY~yK{_tyV*v=Y8yY4D{Hq1$3f4m8$0aKOv>qM znt(-sWcvqRK1+zgbw{CdI!N1#=dE?S85vMvXgsC^SB~|Cn7r}uGgD^C4xc?>XCyO< zZg-@=cMe}$mls@1N6Z{cshSsbHdl%{*nx?R;?N7{X%t&wSoxllL7}UBgGjs9nto^W zR|H53uD{^A8yot)&e2|6yalc63nMD?PPLOSdGbt>Wmh-D)D_r z!|$9z0MAF%f5O--tzhXA*V+LKZu*WGwUW+e3zKkKmRXR2#TDgg440DwpU&^K+4#wq z9iPb_4;QM~38QfJ_$GH(qLGb!U|wB@C2-Amx=TnxU0E|iOOjj?OzXN6xez5?2}~v% zQEAD22@H1B?FRV?Znu7JD%;S_`0EE72O$UzP=U(#2X*|BSQfQ2^u8GS&E@_Sb>7 z6aHTV0Qx83!^#i8FX{&0=f3e8FDwgp#NE*!JtCou~fb zH9CC9Qz(;D(O3!j-AkC`&YQTSA0EW-AHl$S-Z`xq98m5MIEEkd)JI^lUh3ogs70_D zbnnV$VamS4!iN;KyKN>0B+&hnHm*ARL0YWoph#;Y1CL-$Z`J5Ktu(CVC@5}N%MYRE z>yEL%Gi>1wVdZ16{oeRC^-Erh^C`rrFNJ`qH~Acg&FsW(B&!9c2Kv(0N=tmQLw|Hv zjD2Gb=Zh$4jz&KEb3f@~UWC%=j_*I#rtkUXU$&H# z!t0uF(MFl)4k8C=+bHl2VA_p4N;8aMM7d@53hAW$S$+Q+Ha2^&T|Yu?U1ZzG^@xei z@7GR_MLTCu;#e`g6|N@(2ap5eNLJXjsDv4aH$7h83%6X-m$x1Pm%I)e&PI22E1SC` zx7Mh*$n}G@{9lyr8q$9c7&QFuy`Ei;A<=wBeXSEj__S*jU8eO{OvMB3>+1{u)2!z! z(bzFiTBmQI*w>Hlq-oPz-*t4>d4Tr?=T&X_yV8Ob&5-ve^2S|nfy(X=&pxXIuPuIb zng-6?4vp7_OOK``#8F!7jJ(1jC^&iSGcys26*vkz>1>|!DPB)22-@TKs4wTNo*Or| z4xKT)hM|n)FBD79zL?$Q4d-AL@A=RvX$T;g8a%82Z8(r@71L4**-&K0X`T@Lv#^JqY{R8jKm&* zaTRFr+()t_=n$djjF!`or{ln%re*89OPagg3WLx^hekv#{Y#kNZHKpB?LHs=Hb2`o z?ye&c;@C=Qwb&8hpc;~7d^d;R{NcQvj1J;?eka_1uDawsy50DYmA$_BY7llqj$vww zR!UJ!m-K@}8co$c-Pq`iW~BYAtLFXz4RtZ z!$yN=W;lss0Q~D|8=~EjV%L|X)3ZqbVj&wh(m;kwF?jqJ&Xbly>LpMEN_v1lTD$)t zTH}SSmf7}b!&-lK`M|-QT;!!yR& zTwB9h>Y>*9Ou9pN%&cL|;pr28`(s(dnP|!Z4mqP#I$W-g8<`|+^4|WwsH-dI&GBM* zFcL;yYpcGGz=G3SC#<@bmTmTViQga-o^17M3?cRciE+aAB-HHiH^9y@T3U5t9%L6O zl`tGb{^{Q3IF$9904eyd)PyzMyKN-p8wVVL8>wDGsDFMe&9cGrf(11kuqet|vopOF zw~g}^uVMAur<0E*Ju60#Zoh_-mw@fe#{K^6^~g+QnWiV=C6@u0XbMj9y2sKg|52)1 z;(jV2DuSeUJ7 z(DqN|uu5oc`f1N(3h&yA4v)HkE6U5N!R}_7p5{ikhHyWI;X$bX`mFO*-F@R(#+Rd$ zv=EU_=6(LVekH?hl9s~>T!vfH>7G)^_SlaQ)3&xYqei7>{ohz~ z4F5QZ_v8lxV`4>%UM{;>e>z=RQc+Q1h4Mv4RHcAxig4-xoFf3Tkwk=0VP|z07w$E2 z5i#B-^*rxS*dJ};CP{+*_nr*zp0gEc9RC!&j0o}OVMF%jwPGQx0f9>ODW;hJ3h{&-`;gI7N;XJ{a>bTUt5HgZ_aNmTHk6ZzgnZzJLm)- zXP0+%#jSRqI8b;;vqz*BM3+bS*Sedd!n}}A|K!dom_ahfH}Nfpo%cp2+hD7rBm=7n z?v*Zo-}N)DJ4kV2<~&4yS1GQcy{iCW7j)edB%Q( z8nDV`zua8ogLv!94St>cVx`S<%Up{qnxQY4RBvgMZGEW^l~gtpZ52e8HYwFQl>$SbvYn}JDXHQ!4<5FO2bqwRI8Y~V+$j|!#OFf z)RkN?%>G7{zA5JEICCJHaa@UXPoFi}y-}FEzhTsFa3;8+%ML|A88F?Ez{$v5tgNX= zQgG&z$>xHMw1f*11g<>b;wlY`S-Rl1;>C>b%1gLd3eh9A9SpH$-c;l*eHy5>3z3c(%Q5 zuWE-7BBDwqa<;|vRBCxs)1sUnCi;O2@<2EXpXy^2#*(o1S#x0 zqbi^|+$==*u5$4y*r9K|-3GFlk*aV)LAuy6Px>?h=$ul_EM0GfpBfuFz7wpL_VT~= zYx!cvbkRR1UTx3W>SNfs(1td*h^VcwZl{u3C#=&zAEi4GzBX?V`d5nN=&iBESEOp} z&GmCDV_lDTE&|Nfe6>hqD;!*Nx+*iKA`i)Sv{ps$SjaXQ@G1FN@m1`hU&afi{d{25 z6p+v4^@|shs<%*-@V>Fe-Oi`voX<^_73(}(vkRpERK-gwcHSvc^ zU!8eP?_Nl621)94&RA8xY>wWI^1zwC^;q!RP|vrrplN(*n5+3Fn6*e2IuW&NJW^{n z$1hh^R*Ls1@JWW47tIDAhl!lVc%;t`8a9-r$yG5Q>LCZ4s9K|(u_ZZ6?t4lBDQ5VQ;#EQ^Sm?J8~nF)bT~O^rDhE zg=@>QZm6N5A^Bh7SKlSqF+s1r-0-teM}M5vyMEqSz*4~LbL0I^dX@PQwuH2Fk7bR` zC5g^-yRrIXP&?X6wQ8*vcg`QK4{8h`Wp!hT+TpT#(dwC929`gPy0?a0Gf*=HEiT{E zO>NqEP1gyV0Sb3{wKxZ9Vi(s-r**!!XoD|#`V3^CX3>wW-_rDC#GJOEynn~D-gI~% zX75j0q|P_wkLdNC&c+l#dwgw9Z1%eG@O+pxxv%0*3%FYYGu<;PQ2|_ZG+Dht$OPGR$c3rrca z{NI|9*`Oq3^24h6l7k93=JL^r!zdScpNR?<8#cH5NqY;oO(*wIxAOO~aO_1ycEgsZ zVhqEP=*3a#|Bgs2TB2V_m2A#_%xNe?5zOSF)kbBLcwrY8P7wO^=;-0W^H=azAENZt zi3cR~?GVynI$v!Oq48MJvrhQkFY%uM^Ivn+IculxuE4()fEbiBc+#`d*XE#RaJab9 zxJZ$)J0SRhhfLsj+uFq~k6w`c+gZ;ZM(6Hr Vye6kXOa?D{^S-}TLIC@@TGqyW7 zp0)LH*9tw7u6OI1B$2VYQJ$-hIHy)^L6R_#kBpqc7nWjarE2i&XlI7=`S@`Fc{p(R zOiB+4U~4r;5l=VG_6$fWhHGUH!Vby~;P4s+L*jrlv zfT@1WEyYllvM2e?773kC@Qe@@PM@4Zz7EL}#h4U9Zc}k?A#DOvMp_E1_Ct#07;W@0 zJd=BjwV@FP*il$F^Z2f@3-%IpFC#NF0J5Z@FOIz6ly~Ail5Em#*L8%U_rv8V+@=y- zgf|+6O}+uC;6(J9XX^eEszXQB+#9(ctXM{M6el~#AR7GqL+YysSK87f*46m8qw!lV zaO)>TNc|TmrcM%UonXfMyY$)}8p;AmDK}_#ROn?zr&>dd__Xb6AIj_P=NF3_Jk2)r zzDU4zN~zM21+hhyI7)?moJWWE)h)2X_p4tN*AxIfGSY?+XF0T)EXBIQ26mDzUj0LADR@MH{$4{!yT}BaG#pXksem^QeZr2% zVZWU|O->CM{}_dh{uKC$A3^qp_{jFcw1Jr{HK=58)U8|78M9>tBH?IX2k?NdDSs;f zSi2eNKeQON9Y_o05etjj zZd2LWkVQ4UUhyy8gQd^bK0srQ8ICMcKH661avKM&mOm`+UVYt9VrOU9-D~lG_I_H& z2DlgEgB2etWfvL@3#9P zYI>J{61YB2kh9GW9N(GsECi6fJ7|K=BL19>WU0Ywc4}n6If(Y3OSf}!r>C}^`H5m495ZD>i?P(a{kCW7X z?g*T*yx#VvXl~A^TogEyQ!YqVcn%0uTRuq1LFh8(7-X=7fVYgxsRfE8rU{8C$o)fS19kft31P z--BCLp98@XB=0OS)LO*{%8r-6WWy(c$ql7>n|;|MWFv#P4gDhdbLx`}nUe_4_{Mj} z!LtzQ-|TL2Rf8_@P)~S4L-=RGDUQ&pM$TeE9$Nh*hKPu3`Cj3bDt^;*oYutty@E*<|wy%J=2 zhsCY$PNnANTkGqe)pJuFfeR~x=n8#56wQ@eao^3~73<$G=}i=?37G%F07(J!F|l8} zQJX@t;Oz_y3_db5_g#(&#|1oXQta*Ry-_gISj65%{rK^L`O0fI)3f%`bZ8fxmnUTm zq8hf>eC~Z$wojRsMsn6g&hTVLK+W&S)ekrtkNGTR`qw&{)?;(L9#NgbPW3TlVYei6-~Er*>4R>h{I^i`Uw%9#E~`;AiL<%{E5`06*z+m%-s^1Bl=FLP+h z-TKA5=%FzQRee+!CI_fTozhT;Tc8}->AO;9p*r1ZcIC&P=q^UXA0>1aCMqAze9sU(n4%qUb*&@EG#VU z7FS=wcvpSZP+VvpZe@{u>GXZxfVS4BJ~Cnczs&Rgf0^fs8N_w2Q&MlKR|Y)OZVS0_ z*%8Sg^DTrn;0LlLU};w$jh~{+ZBgbHnnA2;dg*FD_RL-|Ipvy`c($@q+iw&%F)JBK zy9HESBPZtH?VJ7rPiwPP2RrFb&kDR|+i0_E?I<7Eg=gOf^XH5{?iG2{9U#m2WjqK8 zGbK_Lu=XsuI(8p7{O*PT8@E&SoQ5F{YxVrU2Y%d}C7e2lYLy`iqQh;BNJ+?Uz7uNn zB`1VC7=9?v$Ps1EesF1Hd=Hj3Ej44OEavUB`z>axgj5ebj2Gg8`_(6Th94vKyACeX zK67q@6s-;KjH|w<2K>Q2%Z`>lre|bCOnx*bv;a&T<8#}+e=TaoUKR$A#Rk6)E&aB{ zR(Ado3R0Sl;!=eye*7hdwqA1v2=<^idIUc!Q3T4h?P{D7Z5PnU#OH<^IZCZ)X=MM3 ze@ka$HI>GrWah;ICj~F~wv{5ULxkXg-ocV6FwtjShwPmUG4Y<%HHp&SK4AuSol1&u zFI#hU6SIjJwNV(v7+CWV7>gaSL}zD31gp{0NNa`H&pd0_wBYJ70w%D3#+36VC4hu+ zs;Wu`xf*g#;z^DnKr&sNwWl-T%9|#m_1)LU&o8aHa5qP;l}BNx8|{w1WVeQGn2d!* zl#H6;h~WnuIp}qD!)e$2+;a?q3-OFPCY@#7ZCjC&)3$+lNQ~A z#kXh_n@Kl3Git)4<#nb*uks>iF-kY?a#VdP{n4D)`?gQg^g&2 zCp}ru4#`@jLZoKIUYTX>YYp1ab_-R%!3fY0Bin14=lWkg&2=7oiVn0ghbAJ=)hg0| z1xeb$$OZ@6Yg`EG6s2M|;v^pYo0!5t9@P;}Wy0)8z9u2{Q{EhhOQE$jSoK?aN&vS) z8@fCQ6d8?5lL1{+Id;pDJPx)jBPUOXWk=v--|ug6x*lyl5h+1;#n z-86Q0&#NiWyEba#0$Q860h*Kw06cfouJgQgiWOOp?h$|GB_6vx&xQh?VaA?bB%fCG zQmnaBj89^2*KSS)qLCci2?-SB`trHp(gge)x4gWQPu@)1hpa2vCjG4$h~D{t@C(*y z$Lq`b!Jl?NNOLpsY1?fUelJ9?0Ud`yF$4-EYx*x8S9?IHLCH#h&z@033sH`@S0n3^7*=2Yx%iWnbvqEbdE)z(gX+wRGF*)Gy3< zcp!|+Dl;=%r1B*?qF-ghTzri+U#kD1$##~ip+!%bn5_pl<(-_8Ak#Jf#5hrC@rbEB zhzrlmHTaC1H?O`N&O-@Ps-{=R|87a~8V|oS9^Fv{BV0H~W5H&X=}`A%bSolM)=?_? zFM4(lY=@d(zcD(b_{_zx*-d(~EEGkePn-fLy!@u&{KY7%528daG8OIPbb{dOd|K<# z=U&mHqNJobu)hZ8h3b6q0pdTUP~<@_F=qz$tL(LKJ`cypq*cBLN4+^`mVfMJ zeLeckxu#qL`>m8!(n2Y`4~l+Tzk9wB;D@r>wCS+qHPx|k&bw@#?a9mXxYKZU*7|WN z-lm5>{9qNEp4>k4Q-TN$JG)AYXNr2YEO)$miR>Oe6%>eV`t&f{F%uN00+zD*E=`+H z@@qO4ldIEMBfaT2tO^NlUMn9W`#lkew~YLoTt7|SN36nw(Yd7)ahnR{sTk=BZEi2< z!!-Z;1y9~Xhvo(^VaBPe?IPsS($RPQ<%83-0){$hxEPBh| z_ntpVs>1M-J1(W49?}?{PfOFCHklhph1$!Tuj!Y(cbOZ{4<65Aj5@v>0Tw4vkk7)d2He64Je)xqk9G!}X4P7%D$aoV*Uye-+ZqHL zWy?HQr7u&AkLuR+aEU^{;^PDJ^JyW83StJx3*J7$ZN6pj?W}EA*l&Idquin*q|ne% z-R$H)++nu=c%Qf?QMZ$MGP{Cc;ZRiq+v?G8>@A9C{*#jvSo3tj2A- zRA|+wh70Zm9KMjMuF_w=r`)^kDdH@3=2ob{&`n5|72^JsXlL1>3SUQ4J)vhDLvY}cD*1Fh8MG0|H{Y*&_ps;iejF4jn+2zitZ7%cLb zE%wLEHFn@A9P@yfJ-AA3d`5rC$dgAA)|LAgF{pnpYMLolGl8GMvdl90@+bIvM@UYULl|0? zSp7_-;YWLlS6uEUr&OG}=7#w5_=a<({3ebV-SG)g`ZW}vobn`DIE%D~PaCNA79&?` z&)H}#sA>8mPl#E)^_C-I(RuAKQTuarSIFJU^EK)XshrLO4` zNl^Un2f0IXb-p(1i^F*Mw@nD!*h=1L53w#`8EBt$pKIFpD}P)>(XR0j)~&%e?hlc` zwMeh?S+rSZsl}AWLmtXsP!y{ZEX{7aS+Lb^^RDv{W<=(o)ld3N{mp^n*WV1evyx4* zaSp796>mb_dQ+`ToY<>#5IZ-@u;n&*a4veLI!*-=E63~|0zB#2lFM!`C;*BF{bI$oysWib#f{7NQ`k4#QezIX0QyLYGn{#g}*_hHrzP}0rbnKRpC#}4dDoLvvB zC?nzVBQ2j`mx+SrDtvAeFx(49r*y!sPU2u^U55E2nuyb!oh>n#E_5A0@D%1tOP6oz zrq7H1+Xs2^t)sSr7CN>XM?8Ns%n;E%=!+1EBoRKy&jneAJK)+G`R1*;yYi|PPgD{RP=v;FLNnsvJywR7p7)KEmpCH;k(f;7rn6#!hfW!47K~FhCtd4vV zC*$m!t%~7d5Pbl8;>C`sn;nf{^c##SC)*C;dLa>KEr`Xr3<>GxN4 zjfe5MHPPnzJV=Mxt)*GKt zjUo=lqPNA-ZC*Sx`Gy2gZI60dssa&d1RqSYaA{owZ%=;wW)k-lCpmEA199`Cs7(PT z^fZ1H29l6j;>fpCmTPje%5lk03`HnWgg(7#$+EU0Z-yq=?OF3^ud;MDDLx((>=Bf+ zpd=>e#Po)#{QP<-^IMa?szWyy!>pT|al$k2>PORg!NtWgD4hS=r?MJF3*qt#fgQMu zj0?&Kq%kAkFgA{SIVaO^jaO5T_tXzZFzv$>Ap$Ay%uN2?(@E& z_70fwNXeGdIZ^_~g}yslN?v-H zqJhxmQ@NCM*g_qx^;FlIN^^Zo{svNsZzX9$CGgEUyzAAnzd(sw(q*h}-A{W(xzKc2 z!5|fIZi7bmTr0w8rYxH@gR#0PM%q^c>#}M%OSr8pdBk7}*Z_to<9Xr|xZiX5* zTQ3PV7G3S%UvZf{&KOwR*-1`MR+#O~6Kp=Hkj=GtqoAMsmiP&MCyr`db}aGC0Ntxn z6wwzGP_^Hl({$)w3A5hn9q3+YA%kRI&p|UI*h2wzOU%{_HAsRE49#%+rGjegkL5$4 zR0_Dw8Np&!;fP?Lw#sYFQ-2Q&DfySzk}f^O zuH$j}v{vpkljvvYkBNW(-JYdfjtwj)`K%rP?kQYGa^6#>yKy)U983K1WTVFR z)z2!C1_oo&_EUmUd3gnxQ$H;}9HbA9QNyi;~0(d{=k|0n9 zkKMCptq(vAOY&WBnlbarY#mX~CtBhOr-bjSY)o{~v1D#IMdX z(7#yfTO~zVAL3%Tq^`3G-q+@VN8#dTVFJ1dM?Mk7T-6HTDzb_W1%+x?T2tYd3`oim znC-uvBY!dSfJXcaB#XwelRas|$OxMQCcggk*ivKNPm*$#*6U(S{6&OjQz+wltHDc4 zmPhj{-(wDKvBvAfg^#Iw#|(nfIXrWHeehORr{9ZbAOqT90hw3;Po(%P4Cy06rq6$+ z&-DZUb>rs$H}rnema0BeI~XGp3A!RM+*ynkwUc-;pfMz^enu z-d^>l-%ldhk-tKHZ*j)uhDc`^FxTBzOI=NKi^^MR{1I~omT4Usx5e5+{VMB3CW@Xvfr4-uX#F4;-p#xiE9YPM5TZ%E&~K+ z7eTId7JAjjEbSi7v>**Cf^%mV0CgUZTuvV1 znH*qQ1If52n6Z(x=BIpDo{nr~$0ad3mzzl&3r@)>UL{G=_|b4L-|m=5X;&YC|vT0f3US8jFpeM(o|NU~{aBbyI`e}PKb546ZXn-)BR-DZ4#uvK6#MERh z)L$@i(PQJ|{)1;N<;Oh-opcD;N zFPT5~a4Tzv&d*2gS=arB02d#8t&HQTesZcW8fblwjXnSP`D5=0T~hoyqxgN8yVuJp zo;7zG7MaDk3pl3?_GS7T8y-_HWEkQ^x)c}V=pgCZN`W4irWZ#Rw#EJt^aV~*M^=VH z7~^txY`~N+HM32dY^>09CPZTHCKcQUAt7UTX7kYMX7eVN-y~RDinIhBHk3WDo!;dP z1@hEkFr*($JG*f8$B~53Tg6GI+4A4mF9dZ!GzV(68JR43QNN?Rxes*jvgaCishST+ znvHDTgSb6E;g`L%c%5T2WeMY05u~p-)aBV_1L#dS3RyFv=}>Cc9@b7j3QtGG1)UFa z!JC{l<)C=v@;hMBkER6=vt~zi2ia(Q&*(F$50p1WrItQ>mjHOiI;XR4tB!lFy}qdl z0!Hx7K^hcl25Qelxcjay$Z9vT|74#6@J<>xW6$PFdIFE(37cT`VAux4i=x8XFPNum z0V)fmp?lHPxOfC+f1j}Be`y90_0fIQ>?xn`1I3dBwl{oOFLHUxj_HBCpQ_+63?os5m>JnS4rI>*tUL7_5ZWHC*@4dz

    vvoV!qdZxOZY6DjmY7R2j_-M>Ri+33gF+~Q&K(~LxOHeWQ3Hag88 z-!esh;AoyxMWBt4uErAV<%?d8mT5iT3X8|gawJCj0k9&TE*E!^g_|Ff9#%r<%I;{% zZmF0ZNhIk!h(5j1qxHwcwPZWuv}@q>NW@l}^_{Z{8-h5VNp@~3UOP)2y1P>>Kgu^1 z9`oAMPLzt2yxI~1*+>;#_cTMRaCC0#vh*M9n~4dT^HEt!FF%<1Nh%9_LYShK%vjt4 zIOOd3i5c}&0xC&XwvY$2@@E#ibwFRf(eJ!9E!@ca_!h$aj$!CcG4?#G>6YI|xpEZT zl@l!ZR^jWz=tnMI<7YiR<;8_(n@+?cpbTbP7q&bov0$c%0&?0G<%hOBw-qO8;(|bY z;Ad_Bp4zpabZcNSVX_U!FGS3NK<&&#X+1j){nc@{$m$c;XHrS0v`aRd8`BZhMdzCgK9B%}aB9-t+US*__4TLlddKZv zRn72^A!HyKNsLniY*j@6oFrX@`-%8z?9cP3dh+Qn!7^3ExtChqD<)2Mfr2>%9D<3CfvJS99@zx+o z&-=jESlKKpjG>r6|FQXDmnm zTCy>B?RZN>>??27i-UsjDy9GE5G5RMr2!0-|He-^bKB08pUu6e(=an+@IC7>{vmGX zE08BIMR=8sh8_gVD!{_9(3~+o{503de;w*c>Z)TE=b8&&3O<E!iXx%c$G z*dn&RpN5BCin&OAY|xh`=*(w%@8~3K6b=M!W_u(99`Bh{_EJ$Pj%tl+GwMzfrY`nZ&f^?%8_NTp=Wyb?96CwZlB6 z7L!OBPT$CYi_ud0zPJMQ=yMrDUcQKR5V4Xi%Z*|u9uWNpQIraDDq*0&!^Lm zqQbu9yx!hqd+sIf4%H$QS6!HHJysD?cKW2I(V|@SZY6K_JN0edk6O{X(SrH_JN+&m0BFn05)1>f-caU70<8O#U<~;rjRC74S?G3UVZJghIsB!qV|Y3DiRQv?W(< z)n0v(vI{#9JR3?LE_V%^fl z3g>Q$NU-I^dH_3YZ5nJIa}CLiu7KGX#X_dhDtK zjY3p_t6zgAW>L~d5z>b-YJllStjdp(N@SO)z>dhTG7_~{G<@+l1YEe;}32ZoZmMz~g|;m>*Wkx08MgzIp(*VE{3_2dRNIq7$nqKQzQh zWjq}m53&|bo_}`@dzWGF)c9OE+*VtgBff_* zT!qN`4ghsfVh~^nPphciopQ%fKb|1DuG9`LWeyxLlQIQn0OODm=TF~15!gyaz$jHV>UtwiKO9o&@x;(C~?u-v%pPWk~RHyR)c>ej!Cy&v#0znXM z6RZ||E`_MBMBj<=*4A9ClY)d{m0%%mXWH&JM>^1wGw zm|Yf&wxuSbmO+E^a|qsuQ}O^_-z;*sI{tNz-ggt{gI~`&r?x{Ni)cz>Y4tBjqe6EY zByRN{UKxVct^?hqW@y*2I)upD?xm9TJdMkS5F><#@}3-~I66eBGF>ed00_F}GW(Y%DpM@5~p%B%FlO%dU5Izu&c0 zdN!@O+^@eS2JSa}r8u|!c|EO{mw@XSreog{sKsMy{o&yvKOhZN@rxahLi4$BHat8h-2Tz|ArxW*+st8u|LsL)s(;sWS60s(akh&hES z*-)D)a!IzUdu5&?ZZW-fc$? z+bb(=vC&bL)-NR@hWyk^Pl~?@FzirO171$1d3zDt1RL50w_@umVUHABzWq;#VNvCA zWw838j!isOT&V1YG;6ifylMOJ(U+Z!7rR>ay2$W&vD(i(8`@n*6Vd>-vppuvDZG?3 zivFVcidCH*x>GUw93e#X;;_GZU~%mCOQMY!sJHjacZbtn%};jm*8F|Pl}_#{+V%aJ zKeN4tAK>F-jK|2mx-xSa?ipDXzrU1M_Q@>iKZjD@6f9gl)J>e_a);*D)() zu~7fXEc^Er4I7TNBw_Bi3kgXCHe0mCNSBIY5sc%;&+I4 z|2=|)cxPbDf4_+Jd&0{99svst_J3dEe+2UXm&7qZz(M;0sudMooK&>jJ*7G*c;!%KK}fT zl#<)nNJyXbNr2!#NBNI`BLUaDx`qbZ+%(iOt%@+Y=f=1nv0;i8;f834ndpeznJQ>P z+;-uq;eT67q z?goT6c7ixkGwp&}STuT_8uoe#te3P4gwIFMPCvZ@EI#Nv@B*Pv9rvS-8(}04 zffFAI(*6m(Q3G86jg8 zx+-`M#KAdVwx5Lc3g5_ z)H!4{-TD4xdEGNC?&q5j#w^FA9>Xa%P8~a9s>}w${_CgzXEM=T-)PN^`-SP_nel-n z=%k&;={%vUME);Ue@UOJir*tIFW>c0yae|4_MY+oBX0?saG@uex4(L(jb0zLzPJPQ zm5qeU-^6sBVj|@;Jpq?$LtpA1OshVgGxx^(3nY&~5K-mM*toZC{5OJ!4D7ynDG6{{QHD z>#(Z2=6_hEySuwV5s(h)Mx?uxmXPjF={QOw-JJr55D`#Px=TRn&~-Sx8~l3T&+mDz z_xz)m?!ES!Srea`HEUK-mT*uLKMe^6rn}EJpVy&4;=`;e%>SaePl@685O3^>rh!2W z_EeQj=TI2>#UVEMno-`f$qL))u%oNNMnX~X5|dF#=rp~Z`9e9F=0G3;n8vcs&`ZF? z_^1Az&Gsp9usAZ(nq;ocjXjBn=Sh917<3TCu=)|f=0#7{v@ts7AsAbLB5%5{#kuSA zVR(+O*Er0wk)lrIUp^uJ;gj{v`Ti4qjt^s_IR2YTwvO0gHZjETUS3^=pz!c_!*EP0 zXkl-0@#+=>0xkzY^!uRAnI;E=OTxcQ{4_!RXP~0OLPW=oTmB?pvF`%Lg!ZMSc~AE9 z<9oPIUm9T=dKg_Q%rJsNdeP{e5;AvYH3nw5&uH&Sb_&D7yfa0c=#25O)NPv)ywk(%y?g~ z#6Xp_n7?edX82>hzsuviR*z@qGrbwP!-x+Rz4P_l7)stu*nH5WKVPT+!(RN=k5++N z<$?WF=$OaQRGmORyFg0ez_Kz(XbvIj44&GXF8BS$RovITNGkxZ)H+43vp0UC z>FaBwxRjLHD+q1ZztsSJgqv~3m?%6&2AsB>r;PH61wd0vL}^B0$$YOB6i( zqiaH)mG$q+uDX@0#A*pLF)xDjLk-D}J8yc_;&N0QDKsJ;ME4I%Wzim#ih1xgC`>MV zC5lEql|&9!CVon($g3(j^y%AYGn6!;JXpb*qld+ft-SZf>5-7gl{MI zK`)Q$-e5vTr6eRJw_hHV^XuYOi5`XWvq`3m?8;0=p%q+5*r5|sUEEZiF#9kcYnFE$qp54)mFXrA@_9M1q;ZL^`8zP$8dJu`&Lm~U=Bg6=p9$!JVFlrKp<|V7;WM+o` zcBWaKYxl}?j(~4DXu~I~LjC_!s+s~G6)t$epSFCZ>bv;4l>FYORy~c8q|e@TZMj<* zxVvAba_>y)#A8gqZAHA?&L2I&m!IPv>i*65cWz_~u984ICSb|o6LC~}8mw{R%%-pIfEFI%_n9&mxN8}$5hFb3YR|c4S)l$aC zyE*%B4&m>Ps8^Xyz8ir|;<7k7Jz*mOvcP%MORc{j{4_!SU{UfDZTV1(Hk@lNw355_ z#+8CH9L4H*RK#*p2*^OwIsQTfU4C(g0e3eu#(GgVO%AAc56I*Dpo3(#vepTxsq9-zlm$!S$SGU&dvAI zOELei&(OY)$x%x+k`=41vPpd#(-)*vxZq~N`uoxS_-AxX(G?Nnm z?dV3ZGwA`qpwpz5j@jwY(#w6jYTAi6=-_9*e0_bZ!%AF|lT}9dCj!+^8M&VQ(|3!P z;s`Gh(BfZ!=tWRHMneNE77}rlLc;lWevUDc#)~F=iYipp;)B*LDgk?b5m7ts%gI%h zIaYw+XNLcJxJW`EN8$P=0a&(i23_*OLZZ!18+M)WgOBcbj~jzrOPiKmCsejo<-0JE zu~yDiGI|a%#DQCruwd0CC;A=r@fn?sAe znc7v4zhg$q65ZPk-ec*qNvZ&mQ-K*%m9j~$4g%m*^DFJjbFcqKQSv>#W^4Il`A3+I zu(s*S-ue--7_XCGVgG@GyzYU-*f(0qIq;n@dxjUL>c`r1VPTR**Q1__{+QyeMwbD@OdSE$+*y14&=%q$;>F9!43y~s;9 zL~{w%EceT9R1=F*SiTc`+p!1K|7_zN%+>%B+T{wVbNFhRM3c7gNt;}(V+WiU`|QQw9W@OI%b_Fu>Ru3b&Zw4aQl{#gAl5ub1$#EciJP;)xS-j%F|)uFEv z%;zQY12A*BfS(PE#s%!sGCKDPaKMhQ}DOL`e*q6;pzk3e8Qdw~71qyp(^P;Ys)kH2$OUx7gN{uzbgLChlCI*BL!3J9- zH%yKGH(ppBR)KdVx8BsSszU={_^Lb3$+EqFvs%Vd$6ID$)$i`UTo?^p`zp&Ilr`rn zHTJsETuz(F-O|cJ=`GhBJly{iCQaJOB@Ffil}%X+e`BOCO!|+HKLC&37(k{9naqBe zmQQ{eF9ZY==R8S7ZHHH|=B8_^E3PJe=pG>kmG@meuQB=c7Ji zpb(S=>TpZJX^LN`k_}i~-+wGo7SN9ika-9VZIY&q=*`}$&wI)V`AY3wr5Awz!qz&$ zl;#4nfXw!aJ31(Z-St8Ip+G zux*6J5$Y?nuz*aU6vov$=yPS|<&$g&FRZMJ`M+IOU+hbLEqU3($d0a{pfHzEGPT2U z23V5&5FI2*qTI#AfML|(z2PYQSJ=pEA3ig{ESZk*)Fq&?8?c5wB&f*+<_-ng~&-|`eU%8bIaG6iYF>ILpG@% za#SORZ;4&ax^7al_!;VSIG*Q#_wF8sI4J|_ z6y2oVTFm!+aJOd703)qVmBq#23`CaYlpMLC$oJ z?;)r%<*!4d6YA6L2E30HJzP|%&4`%rGzH<2Ghhx@(1;dvae!gRD5~U2n z+AU0g-xJ}HhIg>?Qh7WD>)iIh`705a@DBi^o*^_*>4uOXG#IB!K68J?q)wy1u+P`Cs*+kz9e30&v(Mm&9Lw8d4NmV3NQJqROanxi78qf*_+U&4KH@{}T zFf{4)jtQwpdx!{N34{(j=K}9RSMJ14kA*ZZ$-{^Y8UqY){q-YQFqfcvpgQSk(wJy3pLoD9jj+Bnj{&+^b1s|_yz$bC%i+XSS2)#qX&GlJ7+e1F1^lm4(J5y|h z6$w!5)m>}2Idv1}PdNARgx&}s|EOOo-mf=#gg#XRWK4!8rd#Q5Yv?Zs8Dw8&Hsc0U zpb3L3g8UW4NWpj*4azPb#|8%>`1doOyv}Bde18!@Ad&^dYOdG6$+HJMH@xoDV`<69 z#_rQxWTg!9$-kLf!E>hE@T`*Qq0a%SwrzZ+R@QN?L#Bvx_WIE0xjN(Q09tDS_c^#a z)0FT&eNi*^TzOY~$s=-G_&y@&otNm=w~TBj@_PS1rgL4Ipa%$ytPAw&nFz`T3TgBz z-LJ`5B87}E*o9N!GIX0beyZJ=KMce=EzV2+9p_^jucCa%;@X5(wkAugW`r$&{(S!PxV9$j}yS01%yY~7zDo0x^Wjc znleez;EW=XIyyQ=EFX$Py-gBF09hD=OpCK5Z{d}Z#>z4 z(;I;Gfe1F$?T;4&p#2HJ9(=sWsJM~9YV)}(rU_sM{98Q3tVS$aaC3KHs!Wx|kDl?j+?E8B<5+`^*qo_n%LSAxrn zi?KS!UWm_!CgTWDr|F~^Oq1oh17o*e^#a`Dm87DV+91B^JOm8EOAMskdi-ljVN>XN zbKY|6Gw9b^L?Z6+fIhU#O^t-o(!ddBE9IWUadjDguath6)bezEMiAF3i&kWrI0Z5M z;hY(BstkK*BwRs-ach%`rUDHNipaqckiCrGA}jR&wfI**DlvWpP^%(1?ISY z$|%0|xvkB#eij0x#n*tu>`(u%8Olr!k)if3!y$0wV^&$mft<%@$1Ha*xQ-3|6G2Cv z@VH}T`WQrYWS^GS=3*FS)S_N9A6_@ zAEOrkDQLyU}GUdgsS-+wKRPfE9MLx_={Y)e98Hg zfuk7=dNn72J0`ycdi33V%wIA}zaHr+0PDZ+PDw6L;AgL$c>O#YcY|Fy8T;`)J~~>} z*^y4%Z%}ohZXE!>SNb+}0a7OIZ0M(g2Yd*WVXqrGh&dZY{3;1{yBrij1(;Id>=Wwf ze63o_>LD`#yNo@RfvE!IU?dLm-HQWS(;^T_WWF1Iz|*|J!0chrE%EiX-KvSld@+44 z0+um`OiBOnmwThYTgBb_Xs>=`ZIHcMT2?mvJTuZ-I{BtlVddy|d7ctHR=6RTI$JuG zUkYekcwlaB4g&OlAi@@b1fCnh_@pld|;xD z)Vz>i>2caGsGHxPV@%orDPDOoiZ^d;fuI!l{rk%m7(a>Qwwlt^o57)>kZ-IslFk7d zvs2=(03`W@&xY3^1KcjW{_XHSi_2T5;KZ~gK({4G2PT&Ge@^phMCdh~f#p_879U=X z3@j}3{SY|(#8U(+lMRHtsQe59EUa*8oakD3m;~;pgr(Z^oua(*g^BI5%&Ab3q<~9W zkZi)yH&F#Tu&1o5gr5yw)fsl0r4RMU5Tmi=Zm4j_Z1Nl%(=nt~?fe4b{A{d#Gtz}EnAC{dus^Wjeh5_-R`00Hd4Z}e!ARK}GiU6k z&h-W7sO<(i<~v4`WW`1x0v8*gd&$OZi8$JlOaXEYnsrV1IB+jsG`s*^O9MvXveU30UJ zkH76DF2pVW^IL59sv8_?hlTh>H}{rnB6*}q-X*S6-s!ySE?P}Z?fkYXth2K->ym2O z$-Kpx4nNVUYNL=zyJk}hJ#t=!P%ns=t>9@{FTQ%_?wvD(eEq80)JO^N= za66z@P^0u#!6(Oy2^tEpisjVjLuPx!{C#EyqW=p<<(IxS_d0z z>%bpxCbDyU;Vz99w^^10&+a@)#qX|`Yg*^9KuZV~%daGaC{M3hK5)Fz{hmiVNEW+o z%~v94r^)*r()F?f?oi}b3Hs|J2ok^VRU za%mCPC!9}K3zxfJ`4`tY$`n{33Gc{@%goJkX~*N_A9)@l;+$Ue%<6^tWi$hu2uirZ z4!A|CKl-*Y@G<0|lYtXY#zCN(|&lvY)A76-%%G45bEA>Vj%KX zy1rKjU5iFC%&)^)tBGQ19H{Y`l5yI7OnLl(^R)Yq^)rwVG*=bdio-M=~A z5CTRU8@SK@Thk;ejr)z+@{#IR%1XJ_vCSa;9_qglb2JIxd+w6c17lcW0xQf~r>NsyIXDKsoFp4{v^wJboc^eXRn zgPDne{PU;IYwhw%eZCezf#3_)WZ5QxWx|-UE-9!!10!dg=Huh~QnGVUVHG@X0Lw#E zfcK<(4JB@!yC<|_2QjHv7Ip4|D4k=T_*{8?Fh~mFsMjt&??c=)b`biI|I?K3o10*_ z=Y0v6Y7;JD%|PR8`e}kKAa@fXiA_m~qWI)KkY;RgWeo;H86QVr(L!b{P?U4TAW%V! zc{5$3pap62Ex3{lFt~4<9qjgrZZ#u&f*PkUg zpsAgPl`gM_yuCEya&>Pty-3F;v2?UKT#C83VbU5+;us9AOL#_auC+Agx;RM}#AZ%=W@ zcKQ!P%QqhlHoxupOkS42W5-IAS&uV;o}7UDY*cg_3DOEK^1-Qjo?l;!M92vzZS|Ut zkq_=o2Q5_WVWGQ~r18c+_U6KRCg;%?)A>eC+(|L;DsCYW@H$v$_=a@|K_<}0uxK;{ zssIW}R52)QRKitc@7@SYoqbL=Z$YyEv-c|0fgtMSuAT3_i0rv_m{BWy#qr&+^HDvs z6}{AGGdY=hsz4@EXvg*MS|GNX zv;|V&Ws_4Cl91JipwLkD68=oK9BWH~R6_gSj|wuT_RsmK zldKc!JnzVORE#}$%U|m0Mg9J5t67@Y)}|p^ts%u(W~VJzHWTuXce7ZB@V%k4) z(r$W9imzf4=?n^g)>1^kS1GzZ`DQI-WcK~7f%sSC-D!)(^u|leMdr)P_4uRJ2x_w* zwtTn!^UgKGWXZ%P!Sy5Q?-lfpQ+jSQ7uMHaWS2+ zN*q{TjJUr^=wziLX=_Wj_TI3V_YvxpoDKl{Ee%rjRH`!m+_M1(YgJ^#% zWzsfm);@g9`sXj^lT@=&DxbZ2LOpCT6p*R_0}0;S$Hy6HR&Qx(Ny7~6c@7^DVqC8N zekOy8fB4~bLCPcTwUi&BJ*z~S$agI54qc!Cv zSjdecgXgg#D&;7B=f;+%qNk?#8yXw)^Xt(UfwnwCi%vK2A~U`ULLJ1FuMbx@4L~cg zQXSjJ+omgQg($ONz{7BZp?zhO#=f|){dwF3Qz_M-_4=`@sX<&uLVn(!8v^9kcO=80 z$oB&Jga&t`4<*2=s98&o>@rSH=kQFNpRY` z^;^d7%s8d;mK=5&bGT;UVHj1;&Gz+sEh)(}2SKjZbE<{A8E!}hxIN5+KQ+H?0xl;z zYLpmX-x02H3I3_=7wXWQ@}y9xk{;?*S=oyVZSrSG*X&g!KRYHHO!pJza6IpBM_~}0v?KNc;3%ftFiA;?4IjVFHCP z2u%VeFaVn$wcQiDX@smKT4ick0*(}l)m@3?z(v<-vUtJ;XBfxYpnjsrzQ=K&q3B`+(B?uE^k^VRZ1Vyp15u{jXY zsax4ySkCB2Mvcm;3HV!}ECi@3Xu~MbEXVxClK`}02b^#ouv1Hogog(}pkB2*CzZ@^ zP7b+#a_6xVK@03}bKUA~wLI_f@566Z?yk!41)5kw#7ufTk zHfnh^fmWADWF?a#iQS=!+|i9;=ZnT8r_!C`wY9cZ&fRm2xSmJ`u{j~TboJjZN)SRl zKFy;&6@i{hG+f*$awEW(hlP#aJ9A{*TZ)&J=ZAMN8z2ah?j0Lw7b)02z=}V07BZyc34REm z?%j(tFUAv7@`MT^%G2|ZndUQ#cBmO1m*0lJq0f@Q``G7Y9>FLGk5Q098p`@ zMqZ2HNmA0{v3Tuozb)<0^Yc+}vLhZmr;w0Q0a~mqqS(@c_<^Iao}V+uX2;^NKN-?DNX@uC3+PRx#B%FB@a}cie8HO%6Yh!EGnG)dH-nz%dnhr zg=7bgxQtfA$bdht5$4>qTTwDq-5~W`0TNVpHTyPglQ{nvDV0X}M zbO%L%LC&!>c`v%CP|UkNE0?}L_4z#J?u2iAy-d9xfxQr_RHPzz6s+XDiw(mMxHZLQ zBcB`FNA1F~39lgOpc>D-a@Bd>H6ft z107v7CTO?c<=6YNi+SDZL9b0ZV-FX+NVzhN->=zBuMf-lhgdDo#yDtYIU&wcj>xZ? zs+4Q{K)QP;ZRcLo#M73XX8?b#Ztnr0jcC>$T2rEFE*rla28nVi`#&0e)Fr+Cte}nK zQ5G2U^Hg*0Q8En|xDG)OmFUCd=R6!v-c4d!klbm*e)n%M?D^YknD}VAJ67lU;$3&n zvKR8n6PZypOv?qz>SgODc(v>=MHz+ zV1I+g)xNtg>(ijFqo4NBk;ClnjMolMa$*%!8!mC(x!AB_4@ja?gdaB)3w*Qep`PPI zdf*Lh_Ppx5>lR;jqbiDx3mKqk^rvdsBhwA-8`f&PA77-%SEp?R)7sVo`eeR{6vYKMp#~g zW^&e^PfeC8q5Xeov1{~G(_OXktUz=j1H!@c*3ndcY(_66T}+oX*idFW=%+k(M?Hnl zeFOLrhu$xQAoE#4rKbU7c$t0&f&w>tuXTZ1Fx{id0I4CcSdhc6NB&ajbSGbuAgMAF ziSVuyBm}%V$@3hxU;eJfb>PK!lRAtcP)^9Z5kc~;%v(Z3pMD1xA7@H_a0hyLi(%r#i9RCjL}u+y>DyCtEAwpK~PqM`(Sa2VxDL@DOSk6Pfe1PI)XT{B313R++vE z`V^HH0!+S!Y0}o&8Q|;0yab^RGmjy;0)Sn8ev$qO8}0>mOrbllQhdPOm+CTosJ1@= zYw^p@w^}5#l`q3#Oobb;3}8nTF#0Vq-`lwA zwag@ng0CeP4LALzP5qnZdv&``BgX`u&tXU-)s7MKcQ)i3>4_b~6zxX~a*_JAcw0H* z$j@Yp>1YQ_(qD1(!r;(iZu>>gk}btRQARZWBhP1^EmU=Sc>Z4XJs zg`)9yKZFE8Q~+$Fg^|=?0xb=@_xEHX`rz%}psoGXCu4!2di#uNfstQlOqrggH|l}I@7E=Ft5PgzM1@ZwWZpC~vM9%fX*C6^_S8Z;<}DR1gx(m55Qn=G zH`$i~*9L5n#lunC7b!d``0;h&sdHo;kBwxAuQ7Th)St8BS>Jov?gj?s!MU(&tmg}z z>R%&Fx#!r}YXa;rJAFoGKYVy2)4+vthU@jpE`*=^9UYod^plfMsJa&ea5KI+Q#Cue zQ}M=rj)QcWd}65i$tt!>dBPo(orjsW)%=a=&F&*YUR6j^>Y|E-$q7uzXQLmJ6O*zd zkJ?-s&K@6hZo0Svg(XOJWoXxO)M0rA3;_4?^!FjJX}H0eprC?8h1>Sa_d654^vvJn zQD+eT$xi~Ijak=Je3~R;2&C1hhP-{$0ON_QF$k3x5ASOAKrFNpY!G$0*n(jNs6wIA z4TcgCa0_O8I5zofm(pLy5{}hUHl?_~zVv-ap+>BKnN&dE``C+#&^c}I#ryrJpwCsL zqGAEtc(KQC)Uhp8v0P$!63zL0Xv}&O>(zgvw~!TVJv3PBKT z!yp*tvK``W2q`(+brD>35-{^<&AVtdjYIEQPafrj;tGi>luXT&mubJc2{!wsyzPJ4 zE13nEDx35_iuvPi7&Twr##>7#`P7{CqcwGZ-sAZXy=CnVbf6Iu#qfqVZ<2EvUiNPg+7Po;>_VPNcOIpT z7_LxYd4JY3KOeJXEWCHF7O|8~b(W6a{oU7+;Y;_=pJ*8-Tp1-Lq==>xnkm#*vr#o4 z-v6E*3*l_7C}iB07|kyltHLcc-gA(tUyMHo?geGj2fzWc=#KS)^-c|&;=ECjTPDAM4%$zH&~;x$fS-zvyy32u>S$!RvKQ}G|u&6 z13}L)2AnNhh$6rG2<~fk1URU}rscvx>eQk1}=&M_$1cV!Ksa?(KRo$|D2Y zx)4}B`?;Fjco!l^t-d^QcthVSg)JT$ad3mxc@`p`JH8*x%oFpZ!#j!Y!f*m8Vk&xd z=(F;6K4LP!6EFVm82fUOxiWGfJGk_OXgw31tDjKE4^zi)-@KyDp6l!N=Y}pwB=@IP zl^1+`KuiKe;8JFJ+Linth9sx}$o%~o;C2TjT$xBpy!S0b?dVH`RZ1*I0{^7(A3z~9 z4tx{bHU<+(GSACVn~>s9xLKX~mSQf;Px-$2jX+l=Kerd8&y;@^&K!n>DypmOUUXSS z$;Ce#c;PGfQ-FawGB^G??#sN9?fVO`a$murxrOgRQLy& zK05~`;4Hi^iaYKAV&j47eW8`$BM8N%glAp9AzrjV5IANwdYbf%~Z&{ zaKalda@!R zl@#1Ac^7+eXps;T2-Z%uj+T5`dTDOaHykcmTqDPLn|Ra*^n!= zvD-5BO`yyM!@S z&MhVSq1x4rR-Wwa!f}_p7PS`i0#QZ+f$oeALGxFB_i9*&qkg|rak!d#SSwK~rjdZa zFRJ&{6rn63FXGhN_CwStm_7*Uznm^e<+|mbCCGf!RyipolnYd;J6csXdGjp*o$Gst z8WEAv?f8OnGhk`JMkMFVb^Z3W*xuDwZTnl+*-InF|6DnM5MN{z#QB$=JK~50(KMEZ zzEA6rt<109y{l;+4t-OMJeWKNt2qeFY7hP-Cp6VVo*7y@`^LIVhYmc2$=&wkobp<1e~J;N7DL&{7F^!Fdp-F)hV~rPCHUp_GdyAD1cH3SFNyRE1h5z4Ebl zp}92o>vGu}UDY|rrH$uDonmAa151nApnlwbp6*NcUxa0fg$7rOi&VI3bdig~;Rm>~ zACR{_QfucWF29)W+0d3Kv_v#)PVSXg6kLu{EDV$_ma{eubR8aK;?{(eeM%G*MDMP3 z`|x>%#&+J&>6JhsMUJ#uduPjM?i?{PC_? zoll-7o8OUotml4~HS2PGugoNiqkET1qAPn5NulDqacyI?R8_I#oyzu68WtNA9&RYE zfBFs2(v2@G|Auz{(neBBpcpBOy8*LuY#|F5oAle)(=XFrbBsKFo$zC^{i|+4k+dnK z^P_HSAqHY2zb63&IJ(E9d%-Z$k6g!G#+leYD*q|#9Bt#b&TGCfepN9%UuIWscs*mR z&1AI~d@coQweDR@NAC7)Ru|)6v)K%e9!Ac z{fZsO)f>W2<7PtPidRp>e0aiTSpAfwufMN7T35GJYbW9s$BW=J;p`gR9IA0T;P{?# z#`q>ckoe>m#}{ZHd(E3$+lqzk2&80kD(yD|a~##vVN+>~NiK&hDw@>os>t@0ZrwmHbZ|E` zjJ?(u#wBfXO0V4E&i0iJyGQ2Z*>lfhZ$qb_Kf75|_=>5u%Mz0-CX3V}Y)`FOvb~D# zqVB{fCiGPvSWK}yJ%sFUX*GnrOuKA_&M&K5i~6sBxEIc0oU&q+tIPLm^AST^p7GqE zA;iy%Sk3dXpFYu9zJ4uPKKY_}LP1-L8NT05KQUDU&F#sHHJ$`fGZ8MTj6f1O{By_I zz8qK22vLsF;j{< z3(O~@9sck3ox2S|@o#!H5wIvC%$_1yE8v_DZ5E7%(FnX|sG=kfaqEa&pGaRpJVIqAqgHlEU4IA|nZBT0f8-2WL>e=*`|v z?T>PpbBCdviQ+Bq7pqSrptfV2bYZ!2m>ippUpx_YdvjqiQ)8xHJ~{58n4jk%>Q_EP zcJ+-1+#dzX$pb7cjH3VRAoDVAJMU(N-feuU1@>b?KC;xAUCm~m5p|^ zhxOhDby~O{+&~1fjDQoGn6yF(X=zMnKAsi+b$%s>cn6?b-$lRLcaltBSDoYo^r{YE ztFxi6O+Timr{hpiyr)^BHvojClNr+7Wyzy(DCFONwEPYZCU(@E0!9?^a4Hg9Z4bo= zIPt0q0pmwtQ-95s3@LE5ZC==G1J}adQ9TaoiU<}Ov3l*^{<(KJ&LmX3oG>dZD=Eog zXS}fGY{~$agoMQndKn}}DlmLVCoE@7#!ww21UVhwshcq?B*r#qZ533oDU~O)-gX;3 z9+E2$QOz&1c$B6s}d6fiKHL(?CUg%tM*si$BpKVv@#@UZ@@IOp54!%2?#75pSmarHWsndEm}G z9f3@>!&nxfE$3xgtR>a!qM#@iJz^6!^i~o%7{_b{WPis~W0jUsAgg0VKKXQWay4|K zGE^}?i>E=r1!w$#t6j$o=i`H^e2 zoo4VhaVZg+#Y2KIE{*RYqBgT?$v)P=d-Wy0sp)VjeQ!NJDCf>lEOFK9CO>{7`4BZz zZn#|Bu*vZ2ALkU;V^aDx!0Y|6#k*`Li|NtPK;S|dV?zP4viU#7Mdn?OzLd<`%SuYZ0hN-t)YRO|xF`t0C)8B=)6>&Rhx4JK z2s>HRc3kHiT{|ZiQQ$&o>{@HcGnI>lFHtLwVk2&lX1n1`!4}}0eqpO;nnCrnQq>JI z{o-=NyHy`{oJ@8A`LId?ca(qp)>gVM<>J{v<>mDaCg5zSaVdt&azzYZVgBh-RD^e|mz%Pu_LXT_z_DZ);$g|lPP@|zG=$~n zEw4Pk655}NtjUQdsaej{*&Z5SZ3u5fd@>bI!%GHk)x=AB;3~9h)%l}(O%|1I)jPfJ zuXUl2&RO6;AfiG2zoBt4@83(Cn}1TT89+hIkZ^h<@L6>21WOy~DkYfNm6t`Z$t70M z+0ZZ5?!D#Htu#Ud=E&tO(83XPFr>ty4R+i;UEtG6&g@%A^$b%xJ<(p&-`D1hK@Qia zZAku@*?6fqxS@HDK3*a<8*3A|%qG)?laFwTIXlp2n#)tWIxWRs6YfPT6HcZoaBo}! zh))Fn)T;H`$lym7rl;Vyorz6+aVkGevHwGBm#ba)9U`mWqxrP2-MDXAGo5-+FZ`S; zE>R1eIoU%)*W_q$GHv{y5ZSYxeKgtCzW3Z#M9wY&*$7%D39;4iQ`hg3SCC9fL@>gH5&H9+`zt{Z|BA~DPhiyNCA5ef55ex|hoj+(L zBB;g`|30W$QSOP(>4e}VS_Q*6W;&~t5S%}rTlJlvP8|Oq{_n;{&!!+$6<7_u=@iO4 z1%%QHKJV|#-9u96&C(3qHl9q|+X>jvOEE6o*&oSjgUJ3)R~L;m1b+gjOSrD7s2)`2 zOs8d?er*e2@tlfq(fA*}Fig;2XDs|mv5I<-%6`#l_S}k+rDEp)^`{7T^e?*q5cTns z_-GwT{9=tfgEhnxQ6X!SoNFw|1<<<8@8J+4-|55dSX4tI& z0IG+7%S83`lCPECm|fM?wm0YgGs?fuHA}Pnp-TV|63*0QdXAZ4g4_MRCR52fMYVq> z@CUA~Al!@dg8&4>2m~uk@iR#eIt~5@YN(R`!x__C@2jqO)>j+w-K2Tq>`n3FMB0BQ z_D}d4{0hL#4>JPh&@8?2(Kx#n%t&`r|NFX=?ti#mjQV$>KZkP`T-PV13u%c7NSzj& z-sI8#@6&MqJY6Kd%eNG;udH8lR%|FdLFBsic%m4c{l6J<_g=l`0Xad8CUV>e*k^_r zUUdHoIq{t~I*$5ZmnF-54-icGBONu$ut2=XIN0Uo|8fTJ-}wMEjx?Nos4*3O zymiwIPE~{I)=2#C8)*N$5lU!q%j!_1nu_Jtc&UQE9#fy{^v4?41bi4Cr-hDnyQ-gY5+g$w#p#GJ(ZR$MJU7!X<#?Fp?aBxul zPne0n+=t1?irnWv+90l*~j z>P|N5%l{P&W*~6@H7$Pz^jn{s)92;or4bRK*xA|n_We6h(2azIN%nIc37hJ@S#P+) zbOZ)zaGq2|kLeS6v)Sk$Z<_(J>DCJeacar$L)z`4qQ#V|2SJEd)L|vbuR;j%{-w?r9f*pt+uP|4%KN^2pDyBn_qV}B|E#@DU5d@+G`va zUx~hh#F5!{$5$^iw_zWqQnZEPch}nWeVYM9i?ZK*+#A#}5@^!U*!H-M2tzjd5o=vmArrBP9uFFn=%g1w>YoeP zH>@>9M@_``U!fR^-d~U3{BJ9l`y5ahWVN&tyu=EMU9mS|8Q}FoYArUx^o)#J_kH~e z{YJEBZ@zcwnD{a3fp^ZlS=;CLVL&6AQulT$Zb593jRh#k(!5obw^n8R)dzaBLW^oS zG^M+X5Z}c0^OjB54W&+T(aWkK7{kZmnqyhp#-(RGwIh0|nJIE%DGf=m^M%U2LMH(Kj)XiOpEiR0$xChB~t zcAX=H#zJU3W9w4uwtC~aP94y9Nac-kar@gDx}SPyzWPfu*M#(U@-@5X^}_24N7mxOx0uHI z?bxlH2M1nf#wD6u4IqavP-dzx>jALGN*B}lQh7psUw=BlZG>eI5*|Qn9_T>Q8Rigsn| zsIwF8uS)%}>JuTBfaA(%h%r*byL%E=x2hH8?zy|JB%1!yHJfA{PMQ_{%+znYqLTo97HSrYW}1$Sx|nj&)3WqhH{Y zWh&bKdh1HS(Z5Da^~D0HLPS5G9(U8KcIteL@H1Oc)8Q6DP5jsjy4mY6^U|)UOFw7Lh*&Hz81pGqRX54}{+@9x4(4s=u;x(B;d2QYMM2<$wKE0POaes~E!~?gkDje|x z_f6OcDi~9Zo7bMAc??20nx?~>7EhkuCEu;JdKsu|PGkAy!UgGbS7a6Ho?k_LI2jPJ zFMEEpWA5dlM!l)^H4W>DvM+ z19Fbk-J{IX z`DVVk&z=8Jb@n-Ht@qu=29A80m|tje{GW32Lks?ot9ofSqs7m=6SmaU)*%teKRYqy zhlAcd&mEc%P27!ur+mxC*W%jLJhoC8vhKD$?e-N?62%a9ZNKVDv+ywK4%QYl1Is$) zZVp$Wxdmh)m2h?NBORa5if>l0KBHT`&yKo+Zf$KUIrHZ}H>5p` zRi|Ns!9-+BV=^rTwrKiUdCx7F)&iR0F#!&P8!a~}8IE&tRRb*nM$9VsJCBouS}`YX zP5BO+M73@ojPouuC6%v9!d*>$Ek?HG1GzXv{aIc(tABM1?YP%6l)82xIzC^e(i$tl zUl@FXu10&Gg>!@JADOL?8HR*5(}QsF<&-yV?r2;()f-Z;2J4y5MYK9`kr~&sdba#j ztvFmD`f}7hlq#M+rC#d|F=Q*96X#V8UtRv^UHAVw%3wf883f&Q+uvTp-Z*K+-5&w`8dVYhtVN%TJqk)ZWH zo!{RT758q6KLd_FZ_M8xvWRw00|@C~)|{VRHVKnly-X2kp)eUSR>wH^KKukD8y{u> z-g^+wg9cfBCW`z4R777$gnq|@y6Jx-TfWJEVeIJ(ThH$#@YzWiI&#osC0jh65c<@h z2h2KgE#%bu5S3AG#Ioe)p;hflV4UbTLx;V~EQ-svG4f?Mru$^?Dz)(%mFY&AFQw#n zY{;dm?#I1f`)%yB>nRcts3U~PhV_gHTVRfn$>t0G@{O$?eQMvkaNVNP@Vhn*>5DAd z)jii~#Ui_GLl)cXNA0l{!wMX^?rnL_qomhuzz9RgFpU3sr0Vlk(g4;%=?DPluvw8( zaa#S1{dgcYNZk8PdVJO`Wwzxx^&zWLu@$4R2US3^3tA^)D^^^{ZY~(nA1I~yf zpf0e!nBzW2$ zUV1x|gpv|7H9S#Lm87}w&~IYdC92f@*F#08F8(o=Y{>IJV+N6OZk@ZNRB!h?M~Yp$ z{a3s^TZNlTu~new(3Y!#gCD<}7t8ezMON1^0d@R+*n+bSN4H_Rtw)l#6UU8TZ?Ak) zhG)gMPN2{K`bO~r(Ay)+|9-2NAqB;${#2eT=rNTGn|@!uKF>R0%dO5-*z}tI3_4B1 zmFi@~#NWuIVh3E8^r*CI{!Ezh+&2eNmFoeqELPqP)_)m-S9usi|MH%LjFyfT4`=x{ z)B`JC6y19dTDebkI+F2zJrJfOyXE!f2CE#1>YTXQ=)Du_<8^(D`#2GKw^>y}jD{Ea z9nc3oOhV&~D2W&?;gXYS$mAO=s`9gjLQ8+rMHi<5>MzF&_wx3+mV!#|_3txLUlE>2 zPT+v6P*$iz3?XebKA}v+{@szIwxOl9u$U*@Edsofrgq4o0v~~0_F&YoU1(|3xAtbc z(4u<8gJcS7>M}{K7&!HWUQ0Vk=P)=uH##6!PF2UZL5fC;^O|p~nuwj-#_JD>wbHP& z!V|AJ3Q0e&d3k3v^+N0NL@_Zj^9#z*Trb=vu{Yd%$5_=c^IM2fUS95-E6^V(vvogm zkIQ;CKNyykTqvrDa3hq+iU;3r!QxM}T6TMjS*~OJjIItZxYv&Z%TsB45MT;NO{q#@ zrD5X=;Tjn#ORgMLc*ZsX)xgC^^@L6=Gp=M5JtrOQ>CKf;>_n*8Sm=2T?EIP zZh0XxRtOX|HGP4H^^CDw&&m%;1#Vlj2F|AZaWgTE9~5N>cO{==GxG-lQ4gMVQ~FA4 zjxLRPja3AL1nwdSJO10e!sm7F9WKrVHVX9QnCL;HFq=B^L$YS89e*zms+< ze#cM61zvjEs=o|`4etf(Ux}er5jG^J=5G$l0=wj<&=)fL)B^;dw9j?i(d@cd z;VXI*SCzS3&TF5#wjI}IRy0G#5=8e8u$0!AM6_Iis}+nbz8Rf=0kUhRWfDk@57_lc zMJd|zDnJ}e%)F8c?1u|IRfvt&!ag?@{8Ib8qd|ownwZO<9uX@|UJV?|A1kH@c}pU< z9QmEKNZ4NLyd{idQO_?G!lpl98iD#h7vY_qImV*yN;|Rg^SU5xF*m!l9MRz$q2ZAX z%c><@SsF2{=mtT{O7>bcO9TF6E3%dG(#nMHzyvE*u5|LKenJAuW!}@7pH2N{7X>~V zdCc8Ox9f=b6r0Uj**FeCyo;aKHZ&C6Ts$dQAl!c(=KuK|4?qDO05IxRAlUmF{Wm_B zT~fuu^D{`>lbB@Pfk>{S0n!j|mz7tEf>=_Q$;1ytqHNv@a)&-MyS|+mI)??UAQmTG zY?Z+K=~6YNQDxdBE9$_+_)IoDF1>n`@g}UirsOK`)fx34p?V0F&vQs*ETjzZMqXI+ zHc)+FGMvfUVmBo@@f8ZO{|1SA5t@esv?nA0-fDQ@d9;o>IdI6gBeOK1in#Kjq@>CC zBR9iQJ_XrJKc!B}v!`plhW*fZYuEke)kLV5VUBSqj>s4HieWuueGEA*H?Wuoh0nY@ zwpf2T-1X~~@AEFz+wow+ujelND1XyZLT8iU{pd_St^0#{Y_TguNRcQ|1h?8qMxXEB zBLgaqwXis>Gve2Y_~!fbxK|xS|$BPpy`iLGG1;-Nvvel z>dKSG{CXN3`5?RAt1bNKbzl5iuOB4o1a_8x{$09Ff26`g!B=D0!U*=#UHJv#uIbDe zJ#B1zDYaSE`hD_ud|kIMo2&PN;b#ugvA7Q!chp*OMJ{$k;e2^eF?JtPwR}xo?Ij+- zD9>m{^fhMh-1!Om6UldiFKygG>c2Q4A+xs{xj73w?`q&8N-w44+HR$$y}U!TINm}5 zyq7SZmyWD!3xoF^>Qp3dWk4Bt*-DseHhg8s*R-A7jgJ(@Oh;m2FMW=kvT!UU&>nnIfOqsbbT{obIvQ|)EYm*Go&^WJ55XQW>xomBA#1znE< zglZV0lpwn$hJ&RWj|=ckS?TKWBAKdiC$zj2@YYVh?7X7Z!d``X!FUw^dJa(@(^;k9 zlB~>^b_1UEHKFJ@cwFvy@bI)}|CJR41%o$ZY;tf9$J%p+;%8#c3w&~yS2pe_w#%XH&)16WRb62 z&2bael%qbl& z=KP*hgDsb184h1;M23f$yx6lc8+gXay$S?(8dWA7tZw%P6`GQJzKnbU@!NP;mD8<-CBLKRkv)=id#qn5@xk)-yMMI40b&WkwvSFs@g+_s%2m#&`JQF%y$EK{^2I* zoe@2Mosb4cvK?+iQENMzbQ&*C&KpqY$O#k&TdjS&m19x044R$1b=1uIbn977i&Lxa z3VM3-WPXnI+pbhJ-#*Dk40}C`y6&A7Sk{?=(lbV8Enbg)vy1I3$^Im0et)&}xgWB3 zoLaC9&*uhSs8RDX<9t0$I@!?54N=5R^}ZK28|vnvd4)h-Ajy~5*Y*$Mp~#a2HI~y^o8ga=lFp22^){UGY+piz zjeLi}y{qlYr|e;q)WM#|QSx_lEtWD~0i_lJa%+ZDCobc`^^i2{@xElHsouUXZ`4#| z*ubtS{17ZbJ$WeVtS|TXb2_$DmCFHpgY*aDt^9`_b%~$?QI-($!ZVzmtNk16-ZVw^5RvT`W zAn;rPxWaZ!J|Vv*?4&7gWHuq47=|pzmcz}jem}uaD#GsdkRUm1Du1jY79!(!T-!6NTyX$+qJu!zP%> z3*6qP0isona(OhnZ%z2uYOuuYmBG1k>iDXRHwv1cJ;kCjW6Y_I`pKc{zu=!_8Jw66UCr z?fdi1te|a$3tz757~IaaLJNUFk8|4z~ zHE;knegN1Cj^TU=j>*`3MA~mGq@XpZY8|k-Pp<+%&~JxP7hONHR=QzQIvPwX98=j! z2}6H8*<^J1IEcS6-MxXPcSr)(#tuOMB@jTsuRS`M(o?2KUWJuWm4zh~y(g z?q1?R4)!yFfX)Y z6@g2;tJcMPyK==wrw1C_k>f)XKe&|E?tGxKRQMOxfX z__yjXfC7wgG^sZnA&8s7(F+*GkTgE`hYbd(COAFo%qTKf2{kWw zPcAA&rN1r7WNYv&1j$wgv9P0Q|Kg-5&U0IYbIn5-3RadTVh2yv7eq?ka)7GBB?SLy z;#fW+^mqJ0-D#P+cWYhMuULg2Xt|kM+dUa-h9LEimeUId`clkVnzD`x1dv&#?$nLj z_t-XXhVxZv?9FMlJLa@Nahf8W%E>X`IU@J;t88t{j=Fc^>s zRpW7BRww9d61smI(^w+)IOayoKl&UyS=vsQgC>j2U~V?0F*(Bh(5m@6aXNky!jt9ORp5;*4@;MF9_XMet2otBZiB|8lPS$OU3#pwP*T)Y-tDV2C}j>f#tYgu+&f#Z_ZFuigdlhGx)T9*Y%8+v<* z(W5sdovm=}EShGm>4lZR$V0bf8--EhXrx(9n!y(?o>^wMf85bP!WdL79uhT>4~KA! z?(0ZxSvfm3Y|$T5_hxULg`5+>`@6!9g53*e=j|ohsm*SrS zllkuXr%pd8y{Hz0n$1h)8DUXWjl>*B2XPF)s}M^=jwNH~Mnr^9WQHe^n6Pk?!Lmp) z;!w=Tvq%G&31pB|HDWJ)YmN;hU|EOsgX3{o!gHE-3q{od7^qwhkais{xD@ge77Z$B zjY~Nl{6q|rING3db$qP4^fJZhU`SwD$xh_%)wjgjMl4JNsxS=PB1t-f8!4YH0kv|E z^Q`E|e>df9SVLKs`kb<1NzKp}6qx{dAhl}oEY>^Bv%yxcUB0)u(Kc}6BLgdflWCW2 z-Fs#iB3~LGYIG`R>yLMwa=*Ou1SOKltqr7gA$i)jk%0=fl<4WRf4Qe6UH5AHR}#V) zS`}K1!^o(@Pou|_7^i>jXwLd<};tv zjRJb6GEy1#Ri~wjjPGMm$ch@!FG zDgD=q094guE6Lt5CFF}7H3RXpI59hX`*=vlYl(5a$G$t=y7p>`S+VUaj1%mhX-Oju6gVf+Tq`)TWFSnI3cmD9my zgPMf>Cnb+Cv|Jvs9J$z`Nd~Cn+m>zH@!`-R@#Vx&QZd`0jr`LYJ_j+UQuwQWof={@Qp6S39IKV?u#5{B% zMWwUsgc7K_cMpCP_C-#bagip=NJp~H@>uU2XJK-AKZ)Z14cMm<>Sx>It=+!z8#0}m z?Bi;Waww@FWYAM6J&x-;3munnY-JxlVQ(+(N>+kG95S8TWg&k5w)yIWQwF3J-V2;D z&oh1QvkM;M3a)eck9pC}uU zj3FYdtO*%Sn_STUFqj{pfFGU{4xZHH-qV}Bya4y(gz((!3bbpS2?KeoQKaQ^1h3nL z_Tn`TbNO}UKMUlKsiDchT}uJz=E3P$o#ayPSPwl%=jUe2^gwEYcz9obY-ocAX@^$4 zz&*72^N`9$2t5_L-MS+Gc^Z@0$R!km(i(xIn??g!FGg~$_w66FXvDA;n+U1X*uCan)_6q-0$2 zzbjZ#306~q4N6|2I$OYkgGZ~*b{$SLe7izAR#pb`ooKc>W~P-ItG=Rw0A0N;X zBom9s?F&$0E6^FGcxP@CeQ#4j0b!SZs9d^!z^c|)yY;VO_nQ!22+A`2(jq+tYU=LX zAQ-YS>5FBYJ;$@J%upyHPzu!-c=5iopaCk`TlC+`b^fb^=ygYoL-Dz+5F?eYoAyWx zt2)}Oksy>CJ#Za(xrCpDR{eZuQUj-JnEa*oyej6-_c+1iqr+`aK=gIS$G52(0&1^) zwyr0P5xlkybV?Si(!NtJ+i;GG%ID7*_65T|KUDk0yj^t@nGDBXXtCDeBM-y#Y!=7# z*B7pp_SP?f!NS51UL&;C)OP_WklbD=Uj$VIu5*`2FM`yX27`5m21#hXLmZQ#V&en` zJWgDrg+(`wPArgPs{DzT(r(8yM{Y_&u75B-=dY1Bs44Q38BZ-G^M&I zD;uhp+BGpT_Fp_*3YR5_G!$p7$&*lgTZxzTek+c=vH}gY{VcDsILzJ){QDmaFq&`t zSsm}#>raQg1a{}vA<}R(E=ngHN-&x`+om*es*OZRevf6W#9sfBTXu@wcZLeNwzta5 zlx7#hMQ&d8ck3>va^~Yld}jlr#%7>&;{IeZu_X3Eg=}rwqtnADXK3g{%p1_F@3l1E z%5d3?O4+6z{4^>+1(nJN0mA~n%f8DzNI&sYQU{(ne8^eXc$-9>p(|NL?8T z;PV|-O2m{xuHj%AI=SFU7S@j%T(Mpf-R8mzyDTO@pZs8}H9INycn8OL{Gz~rTK~Z5 z=&prM{%f;yre4WzbpBkCJuoW=TY^3AFg5Plg%yxd;?ELTz#uYTMs zR8fzgv+x~HldZ#;$NN?eXVvCbV8TE&l431&t@K*qQNXxC&fxle?pRg*xygZJbQ zqSzu5)AmAZd5!ax-MmUhSv8ZW(WM~4W;-I&y9=gd4f5}$_IqCC996M?Ijz~ktfNn# z;In;A_@?>@(3TJHzjx`qPw0e+B?UZDCcIe=LaaU9-qRil${++nwFNl}+kWVLp|GTJ z7Vt_BH!=om?F%-xI5lwlkWo`K60DwKpXT=%6+IrMA!a4v`>9=#^}?&~cM8XU^N#rL ztqeEDXF(wKK*ybUof(c#s|YdHY(G%;N3Pb=p5k|$;`SIaz-=gWP^TeW67rR;& z?L6UnaGZfo>;#PUOwr*>SfXWrM_=NWci_~9dW+7J$y$Qi^L>!~i2Ye$a* z@g@x@fxZTA3q8>iYw}IM; z#&Tz8S8%Rx-@fi;#6?scW~Md8p?)~1ag*-$v)t$L@;C0Img!swe4Y@EJ_J8ec-Slx zk6eJ?M}*5q_w3))*LvE+aaKhLTd5+mLPLu7nyLIktF;n0hZWbHC8jTR>X+a`nyC$s zh?Q*E&qKw+4K&<~_igJS!~tKHm87NeE5$5v@F?wHf3q^+P8u$ka7cn)h?Q04bm@_C zay^<(H8=^+#Iy4KmWQqqpWw=3_i|8uGcQz>XS5=SsoI!dZZ8VYfCz@?f%srix4M(S zuKLk~t*0y1CQfb|+Y|TYgTLwF$Ix^{V~C(|8lN3xEuAJJiL{=ehN-um@jg5o68nfe zKU>-jU~HdaJu69i5jF5M_2S@RG|vD+@TMCYnIh=rT_Sz#fgA+^MOMT#?5JM)UChMT zA|!jY#fu2#Dq-8lfYwbPR~%fzKw+{*KYg9}->XgZV%>QoP9CNI9!TH-9kuY3^+;w4 zSyggI9d>EFR!aE0fr6BnUTw$L2vmU|N-*-k;BaoTF+PS8+qxcx2+C$hnv4mH6K0Yr z7QjreEaWR4(aQuCgIZ}Q7b}JqTtr%pGou?pMPJ|Q4Q#Bugfa0#!rrp1kipt%C^QQQ z{v<&Qk0kO(OS~GuxSAUH_|fqEdIwQb!qwmVcjXevySI zqadGsDYqscVs86mdnV4!u*&WOA*lbaZkdF@oP9*+)U?c8*42rKtV74d!O3rFAi!F9 zD6u{j28Bra(}h=QJJDh$5Sv86SZJ4|ie4cDt;nU+q}-V?XJm7uW8#>DBnNh7PhTG@ z!mnct`pTNzze6!p1bcts3LL9&o5}>JS3%aK!^xgh#V?@!#HK$=6MLRmmdSG#V(TP6 zW`|r?IUE*Wlkw!=Y~#0FuZG#@wLz?#zZ%d2S9W~oW^5JeuXGcbRG)AE{?bt43f~kh#}w+iseMjhZv2 z2SnfA;+_s#Gp_i*{^Os%K{gc&57@klNVcf0tqqTiOh_`V;4UvKOGq*Y%}fgMiRyPN z*Fg7?$@;B$*>3j)%zTLZ9$Z-F@Q55s~Zg!vxB zVPSD89v1X5KKd9kQPC#k03XRm112_9Y_#Y7)fYYVUAzEERPq}Kfv1XYp;}$6%qyz5 z^y4xMiqUJ)Q;pLc@_9LH@4;iwflJTgrhnTibc2ibPLV%tBi^aMxDEGousTR9yhu7b zoRW-UgPT}%%V6n&dCLK>a8l1Y;h!{<_}jRC=R(7bq&h%wosm%v=UkNtXnQ~7o;EY9 z85XKecRr7>1SL)?$b$`s29MdqZB)w}_p|k_S~O<5#9|rAh?@55_imEi7*z53=8q_E z2=cJu@=y{>0Bdy@f?thKw5!~qiFp9lENgHQ+GpW!5_-JXpfF|c9QcI}MzRoR9UY}Q zTckxho?xryDeZ|TCEA>1KaqKy%V3vOPkYSiyQ#yU+$geARPdbi{X;?Xo_QkSsXrYX z50umKuSYKlz5_twdx%k@zY+H$KbWt}acV5wSt8RfRNXti7a{4{BHa_P_u06sbe0zy zD?QtyE@wy2s$r`T1(Xb6t~-vKbqIOGxM61)6$AL~FupH%U!OQxQ9rHv{RmTP{0Pk>GvNS;Jt+s4g%%zHZ=E5s6}hlK{a9MA`iN%MIg1yrvShSJMbO z=5(jlCDE3|r|P&lD6x_rKBVB7oE4SMJ%ioLtiYimMWNveE&TW;8542%6+i64k%PT1 zkJ9tx*?JO&3qVSA@2XY9`9{nxC&Hl26BcsAk?r82ZAQ&fK|nh6v;ds4FlW-fuB+UX zbT`A?G+$I%1rz*4{5E1Un2sD9C%txbUb?y_HS4co7geI3z~)bsRk#yCQlFeICGjsM zyi4FG)FH!W#73cQ4Y%%fi>`yF&Wx&7kXd3f?`9o)CO6eU@fHkd*~6Csnv)l!@@Cv- zGOhbI|94so8v66Cy$1>5#E8);cRl+0yxuciZ^tnXE=S)0d=C^IhwZcaw>C8+?H@Vv zdJFSze%tf3*CW6Q2cd^>LI$yt{zkX?{gXGtn8xBeW*T_3yrO7LisZ*pc#6MmUSRx3S$Vg~W{}nh?1G5QUe(q3@3W4;p{vtxWTZs{Jw3LPUGI7t zp(-c-g_YP?-fnpf0Yf_qTV>q*EIG5ssQ84im8*UdnI^qs%qW8(%-}j$&*=0dr-h|E- zTI)pgHb#Bkm4!t`qyhp!kiIjaFFM(-;|lM~6bA!iZoD?Tp@E%7S5q_XCmd+J23b%0 zE&W(I?en_Y@y-FI>-}2JhwTgDU)l}Y=GT??^HiAg&C3`#WK0_z*CsC*1iENWkd$_n zGHycPykqnBsNZH#S^pW!Q&b%DTYcQk=kV2D{vU(w{;4BlxnB_J^z+Iog0W6*8%nQ) zI&jkm34$%}zH{PKq`YseC5OHdH9K&ygujECV^Vod?*;C8XVgqW=H!ShI1^_==RQh3 zt`7mrvdxAw!)!M<(Nota#cVe(fof^pjj*mAZWJ#Xc!6kw=VrP`-2NPFTfKf}zk=*J zHS#3T$3p9hkXv5=oSPp+C8qA$)bw2#ov|RXTmEo(z*^cP`4Fto5k8s742Tm1Rr-t| zFwRuZVR^!WPBW^|z{h_|=nXu3;vJKXx)VxA+u`ZMgqfS>`|4Tb$!AeLgQBo1>Fi$J zOcMnWhu&kB@5MSHR|SK=*lTNibO8ZufS?=Vug^I!rNsrKjR5UZn*uPng*Zw__A30p z{)^RHeN^@zIL>BM!{;w_HC^lAfAOVV8WQ~?v-h0&rq^Xndk#+HmZ0hzAvn~R(2OWb zCJEg3IaYnT;YmB}xRSK-11XDpwVRNvQz!dV4JPy6nR>0+7Req{vW@orsRy8@t%dQU z21szWpPtCc>}QIf?>pnJX%;r9RKpDDwIf_T`)262*k4z|?I1AipM=x({~$1R0l z?;E9geKCx<+4O7-3I@2-Nf@39_Yi-K>2EqZ42O)h;iTvwk; zt+c9MkjQPA%^S?PEQ4~)ZySDldnhH9iErn3gK3QxDBu`O!}3dJq&%81oQ8?yk1d9l z;OC6$2e+u?-)2fj0WLF*&t_&&p-3^p#wyh8s)ZdTg=@A@+7(@e?6`JU3RHO7B^6r8 zZTm$c-ygChG}*neyV7281;3mayV9Cb>LX*G*QO+i$s$)v8E~u*Cx&(IB4;KY9ecV= zrNF&5uyaP;TsG$98NHqPntgfA7;*)HdsHZ*6()3x6X_vwf*E1e*bKwF3~J0g-=)7l z=FO4N-BL%7TjgJy$=DgVJtKDu>CP98Pg`@So?tgVK==HUwLZxUdk8!@tZcc7DG*x)8n)O(~c`Qk$Jx*|mxZ$}3o#5Q;4T2}4N^Jz+qEAEDD=0MU zn!YXkO;Yqa6u5uqzL*fk{{jfh9>0fd8C6z(fIjvg(c=T{rTo-wi2UgPo1Dm$dLH_M z$BLmEZzlE|EcS4c5x8A|V7_eAaooy(+U+`{H0sNNJ=V5Wx+6TN#RJP^W0T~^RW!lE z1L=kZ3Oh#JCy|qQk=8u}Qk~6JV&n$k!y2K&+*Wg3%#DmE9S{jwQ7ubv0KWm@-#$r- z`3;D<@1(JHCfQ6cmj6oQe0P0WzK<)e_4URbljkoNdnyQ%1~V^b=c9fTAe?u@JZ}cZ zz_=T3)H9j5Hv%hvnR(2z(Z(GW68&qhs8Ox#za6~0e&k9n;o>Q5@ErY)$DUtRfa%SZ zn$y(}y|l8lj{ph)ngOJ@SO zvF0pAK8Lt3$FLx@>UUgh4-vmY+}vRyshF4;#h|u_$Fn1lZebY;60!%x1>E>#7_i99 zJ-~B-?}ZvmYjdlt7jn0F3M|^M2D{R24O7((&E~c3#D4;m_8

    ~+!ZLHgs3N?MuUNveeQ7#_mq03nFdoFw@tQVvShB5K5QFD@YGRCF#^ zK8?$r5W9-U-z=Dn-If}VObQ5_2 zlJsE7ykV=pZy#;vUkh4$$xb$K9DO#-9cYI6Q{e%Xtl8ZQ>g6WD84lCXdbN8Vk1;hg z5`N@AX)0Z$7w#5wIya4@q@yyh~(kxEZOZ}*oJ8Z*+ODlE{ zGE^Z805pXJ@%*-kw>(n14ncUQ3w%O11QoWULAN@V;h>S z9-P=!jFN>iF%5E8J%wBw!3Z!)YXt$2!~NYYb?;npzR1HEpFXKcp_L zdn9b%#&2?52YCbNA$0a#7)yGY0ZE3D-Cn>$>@!rJQ*>P+8sy&h^H&bO6JHUalDRoh z_tXOsj~!Mk;$F4Zl`6SF#Zt`I2n*>?V7%9k#Q==e@eQJ|W)h(h3G)80deo?+%HhRR zH^jDQw`ig)Mx?x?2n-f>T@)nV(o4LV+(^-}0cGieYwgkvzS4fZ2sd*;G+7Y|oi+@x z(NbYyMn8^`7UF69EFRZfJa{woQIe`nH=^bIa%NiHZn*3Z+x1J|1~pgF-Yd*!X!#I1 zDM`-~_56@ha3RW2a1Ap1#YQj|0`_(}*8b9W*10#s<84TBsFRX+?U@-nu?!acROC2G zmzp+>6@sWl-)f?`AD$X_Po>`WlmEqT&&JU_^9_2t-ZqQL9F1M9<)*QSAyf2^H41&m z2=XA*upV!?A7J1%{qx!edl7f|-g4O@_;zWuG_$i-{GSkH;1!(j@bUW7jw5e7sQ0%V z#Qs#KdGhw?c()yDFUJ2LYCH7F++36K6YXjxHR@+hZ3Vh5wU!`)wcs<%C-8yUuI)x) z{cY~d;i3>{uMR=Vcz^pRVt8EPjVqv!3?esQ(6c(XZr%Oz;<(PI-Qe}cPxt*}HtqY) zgY@`U^Fp%m#4oF2BbgQlU3yX^E4+SSP@=q)Ab(({9TU}-@xFD_5IQ?idc?+9DXb!X z)J`pQ@Y&07#{Qp=kF~Z&=hoP zK6}nY9|a^lFKz~28&6MLz84LJux52)8SqPHVfq=A@m4jlWPGrqs##v^7g6sEQuqf}jb zb#-E98~L{JSm8)4X{6a{b8qHzN(+#qy4gwIsQOtP91umRAr*sa{t5nh-m+Vsjpiz1 z&b9L+9BU>Be4WjR$Fvm=o`u#h=XtcZmsI|Pw`VsY=@Sm79R?TMrZ-~0NV=63JW57} z20UIn?6YMOxh(Q|e_F8msURmJ-Xiik^MLl^Tl$EC;6^HR1pV&2Yfs~c(3MOw^d;@? znFafKc&7{F*N#jiNIxNU!_}x`=eDu6d}+TrIzWf|4#L2WUdW4B6ooc`Zf@%|P1=>m z=jTaDHgc(qgO$yjkv%=akWf%EDEFg1j)Zi49ppv^>-TwQahKd(wlkSoI7q(moyZ;p z3d=xMN#s|<#>>8r=I)`qIz!#JVi?DRZHt0gsgW-n>Gj+_``mG(Wcp45%+1k7#(fEy zAmSKpgvu;I-Tkm+_|EzfFxz7nYRjI2K#~00kRKk?5Q#45*CmHrlHgWG*50hXBZZ0=Olg*v-)3h7r%l96>K&sZjs#%?lK%e9O z_1o)+gU$_9;?H}f%}VU$Ow3}&Z_o_MR7_{X&D@T~SnBN%*nCJ1C4vR4GsQW{a*n?-ZmMVHP4bG~9J#t;+Z+6$5hi>h8HqHY@!Xzi}88 zKRV}mX(-cfN#3k7iQ5&ld zcyuN)ogyxK@~FU!=cnweow-aa<14={p@lg9z^_w&*B%q%aDB(F|Y zPOOxCaF^J;!2IMjffYFOPv37ScOh>FgU0G~F7+YM*&0Y-o^+VO_PUyj_UsPcUJB83fuhO9B^mRfqnba5+YX$de zyM`bd0ZxCh4<^=1`s#l*%t$}Pwmm6`2TGRKi`zL zu;}XtMfVv0N2oxVDD!GvP>ZbiJzezY%!g}gM#r3{Z2$POa_Tx&t9@2Lv#|q@B|rT{=QNb%A08+6$N1gf?_<{-gw{&I zv+F1!J4u+BlJa{{o07R)``N=J{Dh=m9UGALA60q1nM3N~W1Vz2erz-oNpR15{X75y z$vsZmJu=I>8ve_oZuTrU5AI)tY%iCxHRhI1X{1H9@rgq*9f*{12t1jAL$4ibff?v2 zS#V=qOfaK+_$eBziW#3xM^(a`6?8WS3v<%l&tU6Wz*sO6OqdXd_T?MR?6J(@Iwv@% zUH+6?FH8p!B)nUP09lh^vWcK06`vRLR!#N7NUCNY+qMa3KEXJtUiXemuVvb&y@@c5 zehwGJqW25l{pl8iVH2q=$labyn6dJ(p;(npY10u?#RqBDa$l^AROA<`2t9rDw7#-r zRZjk*BOj+1rw_Tl2M7?9;ozCcntBw;T@iIEC4W*{@PhX^W*dF5+azj4UA?YP z-r9oLVp}7XAYUdX=zN2X^uC@b6bHdb>#h$Ms^Ps;iRAO(CeB&KM`-WN_gI36$v0Jf z4ahPrc+Gd(Z5n;}XDegXt>S&%2v>z+sU_xBw1VP!0kK6THI~B`jAsBBqIwjMmxbvCL#TQ@!&0AF>Cvkbad^TaWF~7DBZP zc_SYqTN}yfh-uL-|8Ii(SQkwiqDZ@2(zxHm37=2`_$W!**5p%7a7Y3&pSw-ANp4Sc;)%erM@@5v^rLlF7!(wLYZ7+ z)v23Q9aJ5v2D*p07tV0M!mj_v`!O;4*%Q?L!oSqJRmJ0cxV>s!oqRa2Y1gUG#3Ok0 z+}3Sr{?QKdQixF>2VDL7k)=Fo3Z=ufb!h6y8&!YhF9F7ve%EaHP@#A|*+%)g$&o*Gc^Zc{Ujym=F@C8?2lqWY>126n1MU?Oa4VW{V7PqTz7DhTk84&8i|3K8_-qlhu8nz#Cz}*{WK%2e!*`oI}{R8Jb zIT?6c>(}Z)pgS`E!fV!qd%HxIJ^;6$Xv#O+MBS0}wRb3esA)Ufjrd|PwiS;kYa3Ec z$OYBSdV*p%o;hU~JC8Dc6}82c^Ls9S^}GAZ>v+HG=u&G%oNi(k9FNbJ$If}#aIbrI zUu+K?!0}EX4KO4}D&70BjbWvWi6V92z4*@Wu;Tu-UC8g)rfV)GB-MG7SUXI1w1Ly* zzM(|eI_(=qjvNxN$c?NYnF2#I9Qyt+U;OXpG;D8Q_W17dX6o^Vn+nTj{zg?k8+ouV z#EBYL-|YGv5d8+aXQJiV_(k08RMqf88}!DiyX+N%mE@Zm!oL>z<3C3Q3K(5oS@zM4 zm^NSd^h>R!hG&6&Km4n+-vL`4YT+Vu=6k!D#E6N-Iv#)?C)os*?95@PS&x9%y9(xO z%`#;j{lNEkbkzm--aKYeqU6vd5-mU)X2d?TY|!oZFS$JgrZ49DO6&*IFl8m(urW$2 z#Z%^BiXx+)9^hY@#VF-a@L(81G#o8B4K17T59ly+y@)3@MUs!* zFb8ip>RB;*i}EUol`N~}z&y0%#E2wAr1^^LeAa!(*z#X6vZs7CQ-ZMlGEKcKylsl6 zgBSfXQ070dWFrxjmDIyR-S~6^X2NAA#1E$t$)y0O70FJ!<8oY>TR=FJV)vM-{>k>8CTw&Zyq&5V>;ktjzy!dxp2_YaNdBew$QC>REz49=Ybs{Eg1t3nQcBL))Q6VJAeWnAfMhgICg4 zk2yt#35gK55apePE+S*&At2$!Ygg9tJjZrXCldW(BJh2N%utm(r;0DQBSBl$b=qSV z5SO-(h)9?eJs+%8#zlxU=RL6=xtOqFp&HzeksK>+jjJtpSJT~x>}&|l8j93=+?#|< zmkOjz%b-(MQ;waz#hY(hG1P!0VYd4Qt-@nUE=3$YCezPmAcHX6zRj0S zDO+3(9rDFj+CvQGu%u@-0Y@z@etWl2S#xq(%q#7Hg`!v}u^|6rOD-qOy*n3Xd|hJ% zK)ncTkG-ua1Z3rsp{Aq+i(5(Iy&)55cM_rKZpF4ADfB$k^ja*}AYdiiS~%mQ0TQFZ z`lX2fz86D!6uwY$3FONb!Y#bPD{IWc_ZO6gM{yF*&cW-r8bIlA_myO=PqcEcS4hSS zz~Pumkg6;M$JT8uw;Bs#+gSGt{vf54C;!uzkCubbUlYIMz{_4zJx}bdf|r01n45S= zz3(2sCOS20gqe`ZmyXWNN=4W|64$mQ=4jWm^`E|wUx09ski_VHJiLBLP8d&23=KUw zaz;ZhI{IE*92(!~x8Kd4;#JLO?B(b$uYRT>vd^~aXKwT+oH~Q9^)vOShtJG&iM;GL zso8|7w~p!;4OxMwLWDY)ZsyL+E3>aBaw^YbqH1s}U*-l8N5D-!OSnR~m}(AoI!4Gv z>sDO0{?n^t9T)FO>te=d^^*?c#?i2o%820oQT5t`$4S?axi9T8_kCpf@F*9BkK@C7 z;-ms4)Yo&Yo79Z6q99d)LAR?xYV|!+oPEyp8y;Eq(_Vo$rYw;F>}ctUbU1SAuU2=L zu7WfkCmvm*V>iW)4V<(~>tPo``vii{Dq#G!MRzc{!qr)q*@ADS(9zve#^?K}LK_ps zyz_-BH&tpldGYJGL9D*Qb-a}Szwa;m^gY-%^=6|~tTw%FYqqx$+bz@nqGfX+!3hGZ zZdJw4eEa(UlztrXeSS39nc~OItwd0eD#kcFM@ZuZm1J7bj7ZqtFeah=39Ru)C5M@{ zy~KE15c**1cWU2hYR);_<~-Nz{5IZ|6-ANl6M3+9=2)^3pk53X00tc_3DrmZB^+0o zk_kL0p<52*kUKIy=?eixd=O@Y7QdVD9jv3LL&Ql&azd5IWie1XKm&@DtKK40XO=gR z{b5iFf%)t=Ql&Z;ICu#|x{hOsDuS2?|4=NCSA;a9Nn9mXN?ypb)g{q&)OwVIqZRio zI(Tl%uwX@|V^eaj*NOA<{+*U)PI@HTNvZTwV_vxp*J5=}2g4WMnFeETM|HD_S|ic~ zHVSEeUk(zy#BWKcPHh?nw3R+NaoQqcpB{0%k? zUY3*?2FQyL=j(~Sc88^e2tfRw;D4I5Fj&c*?GP!8vPl=~0T<;*CJT|(*AJ-(HMfQW zRs{Mjsz%|k@S;Dd1>BwVK_fNV+enfa?^@>#rwZLplyU_4ndvShq=m}o_kQ$&*pUH$ zmXmN5m6fH`9G55B3a!>}pb<>2a8^qTz`xnj}4;{gJuB!hDcwVDsYO{Xs28s zz-}QxPy!{)P&=p5g$B{i9!|<`r-TT=c>|RkC0ZPo0}ormig$hU#81&2i`VT7f$7}A zL@@)qztXza_9WHgD%sP+-uGLmJYH}ENiFOiR+#pn8*>1JaxzC(!6;agI6#n zX;@G~233N^PD`(11h4nQ+Vgm^a7rX;FY3$npV6MeJVA-;YAiO|co8LGeaE%^TiRjo z3gg$4%k{O#XD`3%jUh8G93@&|XP}_SX(+xa+oHzyJ_8&a{1_{6!Rd|(Q!UEVSWtc`n^L>o6gGodJ0=mkYH-2mj%0ul1S1cK&ED}Tw^vnvKs~pT{wlLf3WCq+s@S~t(2jPTwNE{?sV5HlY zP?DjGA(f|;Co zFtXId(Yr9knuD4#@1aiBm9TlxT|JidLjB~fXe{O~a1j(xB9a%0 ziklxb0Sf@$;ma6coIa0xLWZOUXMR($2|;1?f|!G{ zB>BOpS1tPm*QMnIU0-@=MNb`(u49?n1t%;;6RwD;ney07aPWWaCm+!XBpi-z^8EaP z6C*3E*t6d44M*JdLThnFCn^ho%`@;=(KozZuI#({&{&I^@$*8>f4|f9Qxn9?{J4OB zx9tDUpm#(3{xl0avUQ8o)bSw+p>B{8x83mV z^kok!Dz3o);TKWs3ajjTUDeKUP5^v zs>0wJ^Ru0eU=22~mpvBC?Cdu3dOsG5B>CXB>A>vheAVlyU|dD$opj^&)^tL@`@8)1 z7rJ3vU;K0Y{Pobp#fpYQL@FB-g$_)$>-PouYT9&Ba(+5ISjk?V1o-LH`UhX(WANYFU2zuBveeaDSnRBjUv9 zr=6(T6=!vu(Ej;{lC0||xUNmM^7x6)nR1sab5r$ZynJ;Vm=3v=*#^)qZfsP{Vu>Zr zxI9OKQ-F@Ttz_dKe7dh3K{>31jENW5j10N3vp!lw5H{l$3Ts zQZ)-f8D3ulJz$b0Wacw42XTe>Qa?%QZ6TyAko#J0_IGW#0W}S{7O~>03-`#SML)w+ z@bD;^i>Qn)gRj(DeL}wxUYScBRp2Ol6moTgr9M3S*&jDcjgMN`HS5QF6A#&C5J$RetCEO7})4aC|J z;O3GeId0!0kO+feSNnlT(xzUII6o7Kqoe1EBb=ul(yF#1iWMOz2-rtYZfuNcFGIF$ zBm_pey%u=laM{t!q)W+I<1#r84BCB`;S1K)>U-l(Eig@`6Gi{EIOFgOL7TbE zC86Pd12kf0vqIMctUOo`&enK1^z= z6ElcvWQMMl;5WUBEgabQuPZ=F#C4*WNg)saI!9Fx>`%^0jvy_&i7I{krwr^_PkGzn z>hbL^^It0XpjmkikpqOwm4{^Xy<%utc&*XbxJyFHjV*XR4}p@}Q${`(C<*#bU-7@EiiRtO*s%YSmpk3mH;3gaS6 zJKu45jK7hA?Iq>oMU(DxtZ2+e6tkfds2}CV&CNslS`ywOodF5;qhjmCP|=HS1f@Z3 zW+$xwf=Csiht+EG>_NWyfMq*)$52F$HoH|O2g!dpE$_+ zsUg2II<-GPExn%lr)&N8k?c0LB2%d7?UZ}YTnaloaLglPSq1p88XQN}?$_25oT}M0NDP&@hyXYqaAT>hbR} z=&5L}C#)f1>;JRC__tOF*M-Hc&xM8y+sop!dF{2Rd}@Z8DMWy6^ee9Sq^M?Hr|2N( z^a@d_uKb%jh1gy(tEoESSTT2TV+wa-c-$AXF+B#;zP^Zk|ES-CUWf?(op~+sIQj*nLsSTS|l^WcYt3 zgs2*W?lfy>eL*7pqcbtD*=Prcgi-;bh}jo>1IVyqne9aD@_Ht_hti$7Z3kf^zf^=4Ukz@}k z>(_uJI*Nnp-Yp->wN+y!@tbxG7I!KVax(-fgY4+I0b_`f`sj-F9s7T;!_6DOR$c=1 z2>qaFHE0tjxta!u;szyRNH<;G8Qn%~%rzMtHFT6yJ1I-q@3+8sOwEPjr7Ee&oKyO0 z6vD=MV?pHD(!$4GP6)Dqz0wgPP6+X0ju|x{hi0_Dg%lDA*)g=@Dak4=;FIz8Ku;QA z$12f8LesS~%wz|SniM5Deejt9?FBImkMW6>)ZmokjLi(m$LTn$os0k)0vr(Nw9^mc`8Pl>-d_a>N)wAM-nvw5Wr_&u)P~%L zvp6vJA|!DgB?TBUPR`>GrH7#f%!0XuxHzmX5L5~AqG1{DUVhVgbbc^HhS{O?S0jCW zmFd90>?+z-ZVAbzE-(50siJZka=%XXeUMvsNFi9 zJtj~%GB}Evy5S7oN0RhwIOXBK1RG^*2I2;Hv=RI6ySV-XCACEVFD})sr<-S^MpWpA zoKjK^w%Bb`&~Nn z_1uvj%f2yqgWc!7uwqfIVVs5lnt(?TJe)86#BZqs;*|u)EpIGlAs^xZ_w7!v>rd$G zo&N4Y;?GC4{D9qWTtrPEgDyOgrr1oNw76F3_@?KFKku${&aCRsklxggqS4)%vqrZ~ zBX-np8X_D}2pVJzb$F$ST-x6BqK4T@vhHj@NzkCF$d`a2)jm9(p9eg6_BM2;^QkD7 z3nU_R5Jt4uU4aheh>zP;mAzeSP{-@W9~FeG=+1(aA)q74B5o&QM7qxD{S{k|N{~15akuWqu!+A^cz=jU zGyXN*GggojlOT~T-Sh3@yWxc+59fiRh|J8_!cIX!!w6FTtIiZj4n)DgicX3`DEy77 z>5AQ~`LfkKEDTllAv29RD*ttxI=ST67Ud-|7~k76hX%a8Q(ip`55M%`$D7gZME6$r zj6ltjnJY(KaBKyUj(f8t1NK3|xc^Ky3!LUzzWnO`7vB})&%pm?W(z%}{g+eYblInA zmy#ey98E8=>Krxg7VBZo}?EmUxY2M#H@6;=ka6tb(<2iTlO7>E5%cfJzE|`P92r1 zSpOAkVUCglb%z!%o}7Y_*mA6l0LNAn6Dm+(%vIp{q^f!!%(&Cx;Z2qBPHXkPQ`c`g z-%FShF(4Y6Eb2g!u7;HE{8-Z~L(GPd3Od^k9p_{lTpT#xZ7?Za!FUrw7=Hs1D(I{P zL}4ruvnYNm>70yb!a0;81s5%F#Kl`Rw(qj57W=9nyNjaEghR;s`ZyETG@`cei#21W zN$0Sld@mAZQCl*s;i^RoBOGqvJ@;SU!tw zovzfDO($xs!qjLI`VUL-oH@yPMBw9N#w1e0^Gbe`D%n^)z~MZ^U-RVFjAml02k@nk zQ>=Vzj9H`CQ}_0J^GoJ%^3|_dRiB|RWBi-0tm>OK7Rg9h`mCXBy#NDa7cp-ZJSe-1 zc^{{3;N;$d@_RYhJyU2AClVkWxArZ4>KpmtvR3Hr$0c9Vsrc(K@{7>uAI($W4w_B} z9s&caB{j(i2r)+5dA|qefn@#juU}4W9d>ps>7jCKMJj)>;V5LKzJQ#3RvaoKISPOO zI6&$d(JH|clu@L>!I?3Dk11D zS#b|5YBlupN82Oc`(+GUShk0$XF4KQBA#w3Tl8^^+fQtzoRCwF2GG5`ewuw_yh*nUVrgEC)jelT=+cpz!JAo&gLD$J56gi0> z4AW9G3Ba0PZtcRVf>~VNU9hR;HyN2T3mZ8GOj!8qb!1Yv2hr!tpG_J>koYX{mgVyK z@T29c7y7zAGB9F$lMiVgO0s9vx1e@uS6gPB3r+D>{A=7&TG?x-W^K3O23BdXRv5Ez zR_tVs#G;4hN9z;q`(gU>&4erSo+RD+QQ3qc#nZby^IjJ8@BO3HVpI$Dv6!U&5f==* zt&&jIImqT>LWMjx*}1c4`ICsgv!Lh*L?mB|;t+LZ`D~8uO|bgZj;EFFJhTfWYW)r< z)4;<$cX3CKUY1uTeW$m1uiHiLG6O+*`+t&S!p+Qdp+{fHN?#AuE!MXr6tNwX5j7Uk^R|Zbjo5Q1Nomp`x-H`xQ)>$c#k-^vZ-tY#uGPD^wJlBHaKib*E~RlPxZzM8zlJ89>I;o{5pqKBihM51 zfV%OhA-b*}2>qlLyP0#3ll3bkIW*LZUVM*Zi~@8?*-ml1v&YDF9m)Iox^^p7{oxRI zioBWmo_uzq53dMo)S6eA+r8}M`$l?XL~D7+1``&=Rdw7a#NuqxGUQklg||hFK(MDS``EaJRBQ z4O=V^llv2Cc;%|w7!$8pveH?>!vZCakCM3a>I1rP&#vr-td@o-K2|TEm9W?i_R9%X z$53B|qF~M>h?q0ltP!xR^Kxx_&C7qaR$6GU;TgN@?4&dx`27*~8q43)z%xMrt?GLU zO9@=s7Y1onU|U_O)G0x?oRI0Ey0DF7Aj1(7v@M*D68T|2V&Zt*RFlUqJcFPu+Ub5P zD+1JrXBz4d-KV0CHe7`~CaZg0tHawlYwKLmd<{A{k%!`p;oU#KHD|=i5G3v72--L_ zRt#37m~!%}Jf~q*;vCp#G!j$#4I4PA$;tKM$*aj|FK9i(9060uOORufl)afN)(CuI z6b4~U9*}Fcr!&SLJ;lG@ZQVQ9;3GAZKU~xfODR_$$4(ZC0aciUgjhV<-cmv(9bR_V z**UW_=aTW{;G&}6VU}-&EbIiSsr}M85E?BFNc#4{XEBW>HC*}I7!*%*b{la^`R?3$ zZB8X5b#N995zxRE)TJrRj7h-yH-Yx{lJKMbaFSKDvqR5p@|F^SEx^N=Fwc%f-iP+qn+vodUJ8!lV^ zVsbhua$!oP&#xlf7>4}n|7;o>Jd4U=Ki>M}XJ_t48+fzI$PN1^<&5{MeJNiHh)VO?z#*C1 z2f*32At1!giUJl$Xh<>300Ci?Mhrv2i+WB#P^}tk+1Qzqp0vIM>uL#&r+~z>LL);Q zTp0CJKS>)_V^WvFP%kFLhrP{fp2M0~2wGngoexjXq>0B^4X=4;wLPzEnI*WhW<%#l;}qlslY+F>bO2?n~>9*_|mT{Vj(7`zrsu~Mv;Z< z62}EKz_V&viXKl**K`)5c_VVIw6DW2CXTNKH!UIAFfVK!*I{6P?0dKs?anA3V5JuV zClT=t_FWztmWy};`5)7pi&)(`OaWpjm4J$t)=8hDJ-(CJg%XV!sBlsyOM#FE-G%Dy zs2EVPKxZ>0Bt2bmt4TEti>UAKqeKe;nv7B+UZj*rG#WNaPD%Q+X>(-TDDG9!hY09T zlYSrP&IKraCXs`aSC(}@E_Cx7a$VQ~BSZOHM^?gzy|{P*Y<`|or8979)+lNfy+{2(w8O55&O~v>8t#{C%n^)`M^q` zU=3XL_AQtuW;0-t+&y#3#0wTS=f1p&39l#mH`BA?PVdHV1<=BagAW&+eiW z84VQ{I`wg(28Y?wUqYU=%*6gkSLdA`p@YlqNI`yN1W;-fx|(XyC)hVpd{w zSdJU?cL{<%F|t{2Ct|#@+a%v(79{00Zwgxz(eJmm1T>X}ZnTQl z)?$i1XP|?kor~0>ZQZ|&5*1WKgFsLv<~?a)x77r%*QEABz$7B-Old<0H@l!2-O(gN zaA`~#q8Bq<4kzxmq#c)=8y=K>vC`)CeaT@n!QK~Wh(uK4LY0MdP}Iu(l*jEE1&MG& z-1&Sc0+U`@B47MZoP_ERnm!r=y{=XRDxUVXo!@>BlZeBWrA;Uqytw3Xs4!d2;E{JS zzx%}K{)CPIxa!O{q0ZNvFcRR0N$IH3VT18-Fl-I;e{@>rGfW&F8~aACbvM>LIr=RO*?F zed_J_h}q6PeoQ&conPW(zS0|E&grU+ zfM>@pT1J(fV(i*Hg_F&NU^+37v!Fqj(G7&J`ZLL+K_!~3BaE2$gyeJ$Vg&b=F>%Ehjr6Q`itA7(Ys8$QtY zfa=F2QAipJ;XSBNonOU_PC0DQW#;}orS~(ubWS&XY){Ou0k-9CcooEPS6#lu*zszq znGVxToj)nJ`XIhuEXTFS99+2;WddWyk6c)Q3A?T?`6>JdIwkACVzhPq-*|8HD75>= z#zI#0X2P`4Mu<-)YVxQG%<++yM#x>_{EeY7=D5_S(5f95PoCoWb~iCdcOI%+nbD<& z_gem^0n`79&-Vb8gk4RDH@4%AX~r|K1)7M5JEK~_X!a~P1}+Gywo|*C=y|^2e@noo zh+h+CTd(@}-8>8o42}x}6m@m+IPl^*G=*1%7Cd2}#j-_uq6j^P%k_DRhG@I4GS)=={nPR@Rp+ zNQZ|?%GZ)DuhQ*H#kE3B>O2B*Fo2Ibd2H)wHBlBLPc=> z(^MZXDLE@@ut~Iql^rXqR?4c?0ptRXlO2qbpyPHWLUPcFIfS<~S$cP@ar31_TJ}Q0 zD+v1)W))_;O7;V-6M19mhf@QW>AIHWH5DbvM<2rg6wrj?OW?2ODFB5CGkO=>YR1os zuxaWG%xE$%T+-I1woD(^cCGVQz5d*R3`M$R$Z7n!| zJmCm00dn(b?m;(aR-+Y`9r+kFoexh70a?5zV=qnMN=V#o5$UH`tfI-N1msZm7t^1^P-JT(ONP2(6u(J?=)n3J-khu^!ED%L zfs++Ie+^2l+#tz)oS^plH=GvIig(5toeWqIo%^9lCJRG`bmEt=;IT9ihZVGj%yh+I zxu(2`T`igWHp2C4>Sho>j^$Y%s_%Dww< z{g0`e4_He7{eALp?ELfez{(*(D6M_NiBA&Z4A$k{Hh$*bmWl5&2y>#YeCdeyArE{P zHH()LhMl;KV^*&yp7b(Po;=uwG#7}#GGJeEsA$WFv`&<;4kSLbmX|Rdz1U=tU&G+< zkk`$f?eBS-2X1S3$i;2NScIssEOVY6zMbb^khC`1GloXdp*c1v{(}@Hl#zLwkU979 zRF+JP66WTNeEr2JV&Lfk!zk1t!msxQjpc~$IY%bWdNg9GbF4i2{u?(zJMTNWDmAzW zGuc089-espKVMwUXor@Kpij?0Ta%ifgCPBFh$AHP_c8M`kE$fC;H0;XzEWd1YCaX3N*fVxOiWibr0I65m@#B@z$ zcVm{2I6Md&cV%lalc*?3Q(Y)1B*N%ffGdlKI@H|0IO;$QZ8{#E0Z9mg4TRO=41^Rp z3mqmnn+ppWb?mzZnP65rEb9mXTI4_&3Pi4P9L-_+erZ!VvVzpkz)8zb8!8vH5G%h4 zJZe0YTZ%3&6y10@QVuJRvOZLTtc0|Q-4R^&@2OIjrZPTkePHCttUP$Kv_&i_9YlW+ z|3|FSukZ@yiD~fQ0crZt4PjFIy zMVO>Tt{B@iQ^b_yvOfmBL9yQrh;hTyDL#!wN+xN-OQ5ChUsJwO$aO-I+g zWM-`_ED%4B0znpV%?dL=?qde-bCSNBwQ<#gLxY&iCzej zd=mvZ{*YjPA2Gnq-rWB{B8V~}2kpTt^F{myDF7MaZ(yxukbXBwV)l&d|BW|+L5LOA zSLf-Yy}XX{q9`dPH&cd!Qp=H*PmrPz4AmV=W#xo)76+kPiNl@p&=%qfXClPV*)i0l zrO7GhU?PWuNPHB{pp{#Z@k3!#hmGAl==S2_{&JW83?8ax%Tx<3Bn3}q6g61u}6T4BMd4cM??7ysJmI&Rfiy9a3=U|{+os)Ed}AS3kW zb`!glXJj6sXH2CgJs&?mCFS~Dsl4-9WiuH|l2E>==p48|n^W%aSi;`|?5rF^w5l8-cb|eFusBj$3P?@3*cP6FvK1tm3?O za6})l{%Jt=o*X!N!p<#w9>U@$%m7D7mCa9%4{w`28|tE`4v$HjbgWTSR(v zGm-dr_xnSsW5B2|-=p#P7-!4Qw#mxLH$_=K7 z9*hEEE!bZXtidA2%)B&$r%sP(jamVTh01frg-ZD}bbSgZZhJiyhdjTQqe0C3L{un} z9^t%z)8wn0Tjb996FrZ#Ku`Fw=IVZak#XqINX-Q480QK;A>+Vt8pxx>Q<>o+J3lRel9V4`|9*F6zZ<*u2n28a? zZ`yWi+K!{1xcA#i8b<4xnc$S31k>a*AUX;rk=T4>QFzJ_grZJMtomWks zl=bNt4@G0760V=GI}(>Kf+iI}a1nxVkL)<|0sD(b~%>9UBJvGAh`b#+yNKvU=2yMy#8drdlD>#4zIi$#v5MY(BC zSQ(RN!X6!u)pKphi`I44N&1-o1N7Tjj3}{*IX_xT10546VZ)`3&b7Fqq0@w{fk`H zb1H5D1dE56Uz=Tp3=4ylAp|T12I#-bwR(@nuZ3j%2B*LOK1X5FvRVBuc^4q zO4x(>3lDk%wFbZ6gku>nsz|K;%3{k9Z)F7nB$B~=$NP&-Yx6p69^45)4ad}^DMK#= z5dH02`mQDoPsiYcGaH@I=7N#A0BDTmD<+k)mW595`z~(_ZZj^gqM{O>{af)@S!m(B zZRyk>2zMxg-%<-28ATNhU>clh-J0laJb?@C|BUwTV<~dL|NXO3&qyzBD8_PU)TGg$ zq>$&tx?}amHOYwh;=Ol;<+B491Nxxv5!J zFP@hpq{%~-I&Hm!YMGkyS)33V8mTFNzB$A)d6&Ir@y#E}99G^2Y%$t}pG$Ff^1B*E$W z#5-LqH!omAr~1~sNmY<*Zs^t9Ec{Ctw3fuAy_|RDB>2B2*M7*y{8E`z?bf+diXa6$ z-cddzzBn6=x%n?mB{Pfdk`q*EGc&x@+nGgf=PTs+`Ja;6n#KZqNQeNFD2i&rW5;yM-rtk+jd8NOcLWkl{pfn84iT0@X@0!lB=y91TVtT9- z?MXR?6Yn#u@NsRXYQWeEH9Wm$LV-D*N{sk;oh>b+wcWJ)Dq#%zzQBVTGe!hvz`OVc zd3Szk_hvw8-O+vfRUS@8c)CZ5OO5aKWbfN}*a88m_OA#I!0D0q3ISWxzc^I zChdn5i5=&q5n~#vA!_9R`0imcEe`x`bdS3`r-vi4 zzd}$`hfH0-O2=<%n(w}S3f(lPbwdhxI{n@~I{eus{62Zqiev(^*8B07Xl3qfi1x<7 zDN*andl)ZLEA2Ng#}6IXF7G!D8})T-5lA?f<0}5;^!4RMs`kPEdR~TN_`H{7@bc%o z^g1T?dhcFWF#}8qbf41*1>EpX#?u(Rv2A(TA_{$8n=^RbP;K1J7$x03O#+Wyl8v|- zI3sHvch|i>vCUX~HniUllpJ>eoZd8lo97}^jB@W^ZrzG1-H?|8UZC>*-#zrXEeM7T zUs#BI0|}e3oBKswR{7v+FX}z7tFt1nx3P@|p^=q_E1%xsJOebNbX}oOH9z66y52n* zXtjEWuO|~46zo4l4((;v?mK-r8V%gld+Zq_W}5#TaK8&dTrs63ODSoXv+<+A!D}HJCWOuxRa8it#l%uwV34YQ?vK8r+HQvj>W-ArQJ!$w`9GmuuaBs*~7!yMnI)8 zyXKS^YT)~-%nu@Vy!pT{DnkR&Lw(?H1&ps~%w1nv9rxu%#&gHC&u7aoH1+@& z4Q&(aiT+-5$KBS*>K-dN-%ZEuA^ve>((2?ulY?;~X7&>fjY5|*{f?*RcHsGt@hNk` zaChc~q)9t^@GO+9sJr?qAv(xl*Ip)=;ZTsMWatIsshStxdCC2}zdl~uxByX~33a3J zR(lKZyqSv2yy0G}a6yQfwn`a?ogyEz0BhCWN$95RVGol1C zjZ0HXktW+M$WLwr^nFJUpFbwEU_vmrs`wb52OnrUAGV)wlr9G_%XE1Z7Fh_NQMwDt zB(;|y-VfS(Vdf)AnCMWXDs^8=kpk0KDmG0V#K!Z#_6A?%+$7@%1i2AKe;VV=rH~s7 z-t!8*n^F>$w_xCZ@}L#TLF?y1YTs=6EgUlqOil|0$?nq82r4#c9RU88;Zm7Vyr}h< zS4sB92^&}X(lNd6cRTt1g^ZV6uic&hGR@?NmR;Tqv7QZLqQJT_QA`W`UUl5z86`^qf_b67{jl>fzlN3!{9v*vR1 z<9^Ftn*({?h$uLnSw9q%uQnEFfN-1)B-q}_ja{Fk-W#KjB%>9=vd#ieN=J_sIizBE zS=RTnA&42T>VzXV^@C~BDzcePynf1fbDmDT8h9Yrt+8A!e?E<+5^$Sd#L2`8qIirP zr|+$d9V`?*kx8tN2rxho4q(`)HHgS8@WvBnAV_TOMj20R?km3P*?n-_%d%WHHQ#u; zxyflZGyRJ>wyUAtb#I`5HzwkD{Y*Jh3srQtYg%X6OsAy&)SiEtnov3h5ead}^>y8~^0 zxU~0@p}#l%?xu$mKk4Qz$LWxgJjwd8j~FA6`q2+Tc0Tr{$#}~s!^~5h%;NnY6#^Gs zR6O88g1jXVH$(7E`kmv!(#zyg`RD53wt_F|qn&ox(bHzwaDXo)6Aliv+MTAIJ_~mD zdn5Al=M&ci0ReLREVR*s2ScD4YK8-Tl-}nZyFNQR@=2Q+eEa5XwcbHO=gR%f@bi?C z?e&bUr?ECz<2Yz^@mH(%8lZ~seklLko5llStF;TjUN+S;<70Y%q{MOHCS{^Uhjr%C zK3y`on`>s>SNi_`*^BQq8zrGV3tMd$!s(9?@jEixHfjPHGW)O)U!gpI;ErCi$gi*a zdLXwqN^`n9^=Iybj{ooIkro~brCb;Tb5Lj7VzxLRoVk-!=yL_nZXt|x+4#*=`7UPx z!P3+JgupnCbx1L2Y+%>d?e&0)OqhR6YulDArPdYP|LS?oM!Ei#*6;bUpysA{vBi1~ zLtmIeoig6>>Wx)0;=oZ-%@y9}ugwhTqh+g=ZtS?pv*Gl$_{&EWX|6HJI*@0=4YBYH zof~y@rM22qe&C#j&uhnqZurv^dtV-8N42eP$3T}#9Qbv!&uTgW;rA6?Q0VhPWVfat z47Cd3D#oW;$F`%cnv@|3(GT^{#7a}ZZg&R{wSX@aHskpRg}J#n8)eKiDbBCV$X##P znO0ksIuqiJTbhpd9)dUmHUxll;_z|pyz?aHellh~Br&!-@S;F1-O<*D2r51+BpM(U zeKKTx4y;!fvPPebG`ynNCW?Dpev2dEg9x2FXPFyRRa$&RU!Zz# z3&g}nPzf^dHD;<)60HjA2b&I{m(mY_9a7AS83o;Kj6Db#x-2*{9EVM}t@OP{2`2J6 z^bag6R< zHVTKAB(mC$Bk(7+P$&q>VK#_Bj$NPKsqf3r3cf#3ABfpcVmG!r9;`2`jhbI9D*FwW zgA@qs>e!8z`2%yr8f1{j%Z#yA?Px%T<%R8xYfms35Mx;%yQ<_aMd`w*AK zhK_B>gI}+^R9M%Bco9%|r~KXH+z@=fxtrluoVl4Wbe4SB^tiC-7Ymu5{al|XUa1!4 zaWKG(oz7;=xnKCIw}ch2U{ApAAYftO&C8UZ6{)0!8SBaq2fLajBP%1-AcU*4x~Gr% z@+b3ht;Ayi3)6IauCitS=qr+*DKA(SeaP%R44zemprDsl>LGl3v%d5(#>_l17J7hp zP5&xL>+-b|$E*OCGj(Rp#m*`IzVzSscIago=;baRw+dgrE&bSd)*&3TxLW34V7wyL z%inYb?yqI=CthiNI2g;OmjoX4YQ1l|ov*$G)b_j(unFo>Tx5u+^ZoFLuMkO%d58ST&Ni$cB?}U8r5lIq*rOA` zxHT1deEFPLF!iQT#$Io2D0da)wSQw~+6?c!YX&@Cn=HtWj^GKvJtYXmVShasF+Bf- z_fY5Rr`9oP)*1XPHR6^0N0lax`v7Ec@8vs|o5;_Np3qMH6&I53Jc7@IV>W~syvEaM z7%Vgsa_eut((EeiQK=L4!Ymw*ogYXv-O+*K=>N>>k;b)CcEM?NcCGe+_i$KG6sbqR zr$T~prmA&SAuj*m(9vBA_mtmPpdS%> zCfs|#Ycw>|s}lu?O8IeNA>E57dEp)V0fJS&`|Nl|Q^4h`|B*IOdNWx_yXa~2hpzEm z73g>ZN z+i`Gl4vP0D#i+*}>hx{wg2AvW`VIaDhE$bDs3cJ2E>W0mAB$}(2>J^A=fR#1y}WQ& z@fbiXh_~MMBHGSM3;xb}|AT@f|3Uoz{~_uv1KRAuWl@~s7F>c89E!UW+>1N3xV5;u zdugFK1cw5_i(8;AQe2A{cXzn?_CEKV-}(1utywdV%vAgM3(KL;<0oWg6t(TOtDcv# z*THhx?KaaritIl6A1hn$SqzaKiV645#b`}O1=o>!y&xVWgl`oOO2@0CDipKF3Xp%p z@E>du8rVo9nCVBJ@o)IppoECpI`|sj<{p)uJcAaHGr5CjxmBE^Rlgb3dHq|}_vM=% zug^)fVUt|6)S+ZzG9(j1vF^kPdl?(y4cQ3fFuOqf%3&6-sbAZdE)bw?3Y4d%q9V!^ zyAJm$X?LIB=KfpSO?3yl5?y7$n)sQz30Vg!sasH35k7BNYS32nzB588wMC?84UQFB z^~L!keu+?Emonq>V@=6hc`kQd$2q&%I-?yH=x58Y<1ssk_2T@3yIHM*qwp7%}(hss%%X zRQv?Zd8LayN9y@aUC&E)dp;Z*kg=pBP=>EWlvHBF|M~PUZbVFFN9GE%t2s9FK#%q8 z1+uJSljYhMSV$&SBiieB?2Ce`dNB-4SPlf;WbO|X3?EKR#a}lseP0&s&i_7L+b8#6 zSS;Q&PMJs9^n5k%j`T2*5WnxnM$3E@ zJjCnW4)EW1vnrY+EviF-!|cL%vQeYI_)lmI!tO43Z@ydpb5ZFS@U7v zNo?uY48wf~(rl->P~_H`RYv>Sgt#$zRf$4S_+Tp9MNzM<{W7T4#n?y7Eb8dc0F37h z%@s-6%pcyhTBUTenk-hJ9~%z$!#aD&3F)V9L}M^BEy3YM=Cxc}X?r~l8BSR1LAWVy zJ^QovL>2P5=6zH}@Yr7N9Z{KQeO{nIs)a0k0E}<Z%07FWf~7Cxd=u}po|9tE&qB=g zQuw~xZG^X;-GmFB9rXmqxM}>6{*ZwUvy3(mM638}{7=?CBn~kw_L*df5vuN}gHD}b zzR7-(FSeD_cIj5PwJ5YY-0wpY?*ee>vmOn3;r6}X7~v6C%>5kfQ9Lc{V3jsP^k~lA z5*PgApKfM3j+EjbKa92@cRx`}{x}zi!(jauS2$F6<91*|7pDbk(~RqFE@I9psPg}# z9Jpxi%hg2A_t^Mkg&HPI5;;(>_dg@T!%RRIA{vBvZb81JgqcBv7mb&MA(2p`buw6M zoXjQ&AO3b@w(F2N*AEU_FRXVhXir8DTnGERWcX(=!qC@>x)w|~!i6{~SxMlAu=^W) zf}hG!xjlDmu{B&nA>D{xxDx4a8`5%e*mZCl8mH3o0Wl?HL>bbQRX(S(J53`VmjaDE zJR<XF6810UHhu(bX_yWPxu=2~l)Sfm)x_%s{zTJO}Ht=u4tOZz?7Uc=a%e zh#qNuM@jqw+Ttl7qe|nsal`@g-G61WKJ%r1-xgyLBXVHHh;9C6S(vRAk0`2&y{UW2 z>pAuA?w|{AV}7jz+vCzgPUagj=SN#w=BBr>)Wnhngj^gL$j!ZvWhkaBZQadD!DNN5 zMDcLeShoR?k}Ho_EP4akt4GwvaQLZnnVyha!%~rh_c`i$_Ub4FZ>`? znI!)U^p*31l?7-E)n zdi#y8H%Y@3VJg5bY?kpxbE42Sh6fG}+#LIOnv;u3q|akbN8=bh9xVmQKjLd$7gdf$AjvWk33i(&VFSdIXY!q525n8*)~xk`MtI!P z%=FJNFLg5Z>nuo{CL4)14=DHt$4WR}q`oxf(dU z?q8k^U8Y)O5k z!xv#t+`JFzN$MgVvxnGJv`w1p$9@NLf*s27XrPyjd1NOpvX`sdzAvrZmI_u3q9EUj zlRU15@z{S>M7&lW$l4A{=O31GzXK2`ls@+29ldG}N#g1b&W94LXh0F4B#jod?l=w*?g@t5d zH?w_}!t2*YTHZX!^JYR+`*HeY#+Xq5l>oy9f01AwcIsb~XaY|Plpu2T&8Jvd*YxnJ z6_a{DO^kyZmx1hSlX?#W0&o6rY2Wg~^csl-0_N5sDPOI|s=OB3ZAjrM9noH>F=-!v zQK_}_0R5CFc|65@7?-$7P!SFIZfcDq(u>tWTwDWlc`*|clZXX>BB#vG+wPOkmExfE z%;T7!nlOeoS3q2AF;f!D^}$<$HA{w(QwJK1*koZSIVg>NZ}RG>U5CA&?8Y=akJb_f zUJMO48&mU~BP5ohu1lLMmb(aI2B8bI$;2Q0F#5NmQU9=W*lUv0%F#NWR(rF|rIQbiW@hk=n7!j;l zZ6ZRa_?v3em_`XiB@&3(caXl%FE#A+7GtZX(B37z94e(38pAcIA+A*)nV2+9HWO>H zTv_5=&{;xade75fgPb}d+0TI2oq+sMlqJYXdd`dy-$7wQ>I(K!CyX|~Wx`hFkM9wl zD+nT3J1i=b*W_GKnP*8EM($bT?(V?k`8dUBIC#x=GbYr`$`3GogmG*5{jj4#_1+nu z_2<_cIjHSuqPdAG-qL*R2(WA{Mrym({~iOsScd`aYY^SVn3HK%kvxs2)>Z~7DWD<* zG@lS~-K{lO^pSi!f_>aGROq&Bl@_V0nVT#&F6d%fQwF2Eq5ura{_mU+ZHUTUQZ(f&AbYG9F zBIp7*6#p^N3J4(YI~cXmmm`Y#oWf2v_3vsTcpjS0TjRE9u6jAQ zE%ypH+T68jmOQQQ-i*W}Dpnh=rf!f42_wHmh(Y}{>2AKv4peF?I(kbEVUNhA|H3kG zlK8EHTkQMC)p^w@e$EnGaSZ>y+f`KY{cv9u#NTs8nFm(Fz|Kwt(J^(`C*In^iNUYO z8IB~M=GhO&Ap86+a)YP=--$pd>#HrJ-9M|P1#JE=Cw=+hvVaW1{!&$W*&zfqs>~FW zsyvo&RtX6*L!sDhEy0O-Ot`d8C}`X7Y3Vea|I|-ramfpS%NO;n%- zhn5ul1s^I}y8Sqc=Hk!B{UzG==6HGMG+C3}^qG@WZExs0`;}z3B*zh zkpI{}S4vQoHyxri6&9yyW(I}km;Z4lE08*6hnaizQrEgV z<_QNCN`B6?ry;kBUnN3Z~L2$}AV#}YCT%3AkQK&@G#V3QQA?PLC zSnEs#pJvL0{(|t}IoFS1gdn849Ww5svb4viQ3JAmKKk2>C^$5ZmktsKQkn>3^`m;L z=z+XDR@{ZD98+C>r8E6Es%F`^XxX|vE48O9Ga|mavlnnjj}_0|E~)&SoW9``u#SNO z%fk)w*e`S$@C zyeXikC_yP&W@10@dpbdbBe`nfVFzFW4b);gl+?W7XI;BQ_`)A%2>A{OngZkTa*6+$ zX{gc5lKgD}d{9YCZrNmLsV}5L#gnb*+^Tv+c`%=Ft<@MSn)Y7dX(di7H1=9caZqw{ zIv7jnhP4dR!@9_QQ->!*@y0kt*_rql!7+Xc1u8b7-GmPuf0U}B=|b;m=fD$zT9Y4K zt!S^pc!@^zF1apb)Pv(q7^%!N_ab-!Km=gTB{G9wpqF zmfqvXc*ffsV;u1luL@&Vd!sX7@gyOzyAd(zIz;)zyLDzi0aJCm$!FZMQJsT9;EU zk2S-Nbj2Y4Njv{RWg_Kbc5<>P7#_iV-S_Xu1#S8X&OXhU+~W%SN!tE5gywoem*{r^ zERT~-0q>8KJBCdLd7vpX4zOS`e^FlXz(49+$>eLu#$VgTT^@+)vY1IV1gYbGsu~JQ zm8aJQr<`mfpLw?p2DRZv8;Xru?@m5H?t1^-S|j3(A`D$)=`PRReBq8arhOZ>igdo% zNa#t7U(-6P>}C6(d_i{bf3j%m;Atye?iUk(hZ6V;UVlU%VVDx80vo0 zWkUZ!f{0WLb2Mu(N_>bWB8yDy$eX?9Lzi(D))zs0`bo}jmc*zSn9ka!O#HQWdX1xm z?=ex0xW~#ru-qW%nD_^2nsWz!>N5MeiJKb+*7Q>k>Dif zkepkzQQ)Ma0~4-7o<5)n)}-G-4dpHFRqx~Y&E3_Q&@$#ox(qMIuwimCYg-l-W`Wvb zE9F<^cR&j^$%Ka!8q@B<44`yFE|<)t8zLqb3x&AjqVT%aLO~`6oVt_?YKE3+XZ#<9 zSp9L{-!xXZqbnx7D=tk26%uoaPu<-@>ThT7fsbk?s*^xSjyyk>W8FfDVnqRtAU zIK~?sfiZ`7myV=<1dqajrm%}WVZ#*X6eVjZ@Fdg#SzBIBNk)F@bdw5NeMq>>)FP%r zWpYi=!u2l$*tOstpa%D(7exbbly2`eZ>==bK!Y}gD-H=RW9H-%3N1^2RvX6nkHT)W zdgGIcQ7;qquyk$;yCzY6#&3)g3C}B@KBJX*F7DUg8xyxC7#;v&)t97k+qj91XZq=)66_ z1#~dA%|bps*ms3$=B|oCcO!<+TMPb1JJq(4w5~qliTBh}p)Y$DuASyXZB!3$o9PXo zL`k@EV}M=$2(U3%sFQs`?q?PNoE++E81q|oFN-VJsZcYc2@dOKJT)_RP zq#IM`ay9bav(^WPr1o>keT;OfNEA zLPK_qYdD=08co6&qX*{W#;eR0y8H=9x^C$tSGA+l^}kW@@AEFuRrZK__iHzjib)zr z`m7nn%`R7K9pchY1feN&SlrMqbQ;w7P)iy^Njun=HwYm!1|Q`Kr`g8+o4(fcXER-% z4ZWHVsd9Hml3Kg~ce>97S6|k3Io9AA!ArPpgTcZdUOq)KYO{;D*t0DpTyUaR5Dfn! zdZDXd_#iN$6zA`-z*;za)52^?E^jHF{}$;%V3{T6nQSfl|{BnQe}EW1`Pk z_z8bFYbc6Y#7oq})rWS%8$W9K#(Hdr!gsTg$Mpb!J(3LWG;+?=#_@8P4mqD;LWjjo zYezI7=kSD>a8{W-Z`LIb#X%hr+Su>Nf^GZZbjfYKd=%b00t0S}b>F6Ce2HoUQLDAn zR8ibeVAhjcC2Pu!7jl#^nOMyw^z))_l08z{Hj?*^-Ys*Kyi{P z+y!L|2eNY!vA+>4+E`cNc$(%uUj~XN z*pUK?OJK+aS>hjY1<-a5LvJT2YVvLwgI|X44Ld6_y(CdT{%hI{HaPakfV{s<@ZG9h z+iDT(2?GWl=G@H*oxsd`UigAvZb{GT{6@|;<{}p6_Y}ce&bt48kJDYL;L7FV=zB<6 z>G{y(0EQ*Wh*4W1JT$6G#W}@S2FX&^26jxjWcWBxwL3>aKyqQx@q1yGm%j__=S6x1z`gUcw zc>&&AV6MJV*g^urp$24nDpS&wi_Pwy$ z??{~Vb*MYyAT&P0aP#ZnSzz|T&pWWt$k%Da(S@WgNX*TmDl9MB=1K|`QQEEYY=)XaEMtKu_ z&N9eR{x3U>4TTY7+ppfd+c*t)?O&-uOU)#IIJsfn#-z5q%@3F)@M{u;gbx447TDTL z;t|_pe~y)i(i4LaYtWE6U@&+Y`u%7YU%>9Q(V5tS|DSV5D5v@8|M^c67@Nt#K`C)a z3`+w6=S705b`x?K!ub6ATHko_e_=qCiqe)mB_t0>k@xfV^?rcDR?}9uCS+WecSKVkii^9l0cl`rV;3VOGF~DG zeCFU6sYYK0IUkSLZ$`MLXG|Q|kQ*pNq5@UP=dl!aE51~`1ImoCIzF0!PbpIVzGlci z(l$9x(hXIg`ie1YH-;54(a4Np+z4|rLCrCvF+81gI1hV0A$jI`{loBA6}w+W$(dwg_y6a z(=EE@_8kgBvk%3;>^Ezv72ypEpn!$2Lzt8cO}08FTBs$NMLm~+~`L0y*1uDv#H>!3DToGmAyJ!N%;xBvZmjY+Q3 zi`Vl9t8N}SC5F)Jas5*F5V%AXa88F#43Z=*eo{Xp%Oj&Yj9S}@{Op*0k95$)645Go93CF`6(dW%^m^hq7_(74Zv z^b)KX{+fl$>`3;^X}RCe=Jg8;CCO|1<}H8MV6A_qT7Z@VT&QbpTH|)oyzJdR6+$X; zKGGJxgz84qlr3=l8*4{vtZl>Q%VDF-d{;b29jeK}_%_81fD&Qdsd?lErIKP2CGn&h z z%OCl(SwYD@V#btC^_SCViNDqQugF>J!P+*78=O-uW-Iw;EwNAW$7Q$msC!*!)@)vm zqC-uF0twc6*4+~~4wux6c11ze8Z0~IpQd+7@4bGc5x$r09LMN7A{{mu1x}Qe?)MLa zKKfk=F}$E5S-(;@$89c5@fLb)92+!xMJ}{@KCw!9stx-3yRD@;%(xWw=Ayv1q8s6E zAjuyXji1~TY$`Lut$}y2&YASote3qgz9BNPk^gfra6KSI#~-ina0L@7N!#fTRNK%@ zPK$$9bW@KDUS~xAgXE!cnkpj(Wmgp3y5XJH*W{j6AJUV~{pz;uqd2jl{caVq8f=hPC zF}9TXNC9OCPhdRt`9920cQtv5#0W=PYf-!enMRW@{)WXW1Dt4ub(hHX*yXm_~gKv_oKyrn?Hse9-P_KO> z!^lD8;&JqF5)G27-ltzIUyY*7ure)w=>m%j+i{r!4A!U1gQG0gJdjUbjxX;H<0#4`gtLT^sXFp8&5!iG0-@smB zx;@>LYn|JUrk^C#U$Mlm{un^p3JJbwNL=Y4JbcxxKVR{?>*JP!MaO%4Rt@JQ)6JR^ zQLBjIaz0^6`kvJJy7ZvG)9^y(ZzA$a#qrO|ovm1TLVS77=~<6TF(3ZKo6pZzG}2SAlf*?Gj{gSHZ4k2&&@b8D&&!pCg`KYjzsGlr&nLGV83~4C6M}^2OP4)_xy}G1n|Yg@Asj1+LYKr4|Ic@Af#|9Np8B z-)E4&>_{xU_N|@mvV2`Xm*O03=?TW`c|4hIJFmXoxGCTojF;oIC*57u?h}EdoZX6c zrttq@VHSt0<InF~#O)1owCU&6- z+t!wmj%6_(H1I8`O%oBlbq%3M5?7A-A3cK*Dlz2^q_hgdRhz4PJ^c49rslJGjgO(0 zzyl_>Di1BWOf!j*ye}u9DGV#QOyy|B5V6C&KUUc$E%hztfD6~ZfcfIKTH-I9D<8yJ zQFVCUq!i0ZyG5V3Ju-oqUBFv?@WJ9E>zX@z5q)aV@JlrAPZb2f&f9}TYf&PACR0^{ z!A3KlkBwI!9SVdfRR9G1HOa-V=iDFP`qgr)??ZTQrBKOZyW2RuNX zEK?iy#A8W@2J4;~pb7)%7-LwVs%XQ==*V z(l}3*;8AcQI(aF`@Nv>H@NC0huPwa({d+o22}D;gQ@nm~=y%E%D>n$12DFv+bZ*d- zk!g^Y!RU(RLvMb1($Oft?Vx<0%Bc^Q@45&7rn?tTwm9Y{?5?SXu`Q=syLAh$G3Z`g z+06E?blwS2{~LGY2Xuw5aV;dd#7JzyQ$EueMPJ+tH>5GVUwkA~oJ2S9cN1$)7+hXe z^ak{z&E3L8xQH?45H>eQc}oA$F|d=0h*bVmZ|!rQknvH&&*U9iSR8`0XEK{3eyvbW zm)Bsp>`@z&yJ=o>igc>KmRwr%St-4iUpIFCPqvDg$dl_&p>A+3hfk%v#+|+tV~!03 z$JR;RVZU6}g>3eOJQ4>7Oe_66_QxL~=}gXSfv-&JhBMiS4_Q1*{0%u3XuBDrOyk=^ z{Cl~+c3zI&lVGtTi3`ywE}E}$3_54BGNwnZ72Q{Nj{Tj7S#8Cb-U=uzt;C&0#0b`s zRtogyFaBXI_8U!J<{K}CgD5I<0bZE|Sq>pH7ym95{& zIrE6^sq;}ALEOW!8yo(f@vW%I>7|D4z5?b(Un7fJpUHcI57zF6Ekcr|LLLd#ZVezV zxB5r5pNfqHtA>@i<7}3V;^j=ft`}$?D=J)!wQU$^COn^6JUs&O)>ABiQGdVp3_S>p zoSg?tQJ5+J%=KleeHwCUJ3ZlTyBj*>y+(iSb$fXMyqx7xx<8`s|BRiZD; z-qD>r!M1#_&O;0- zR$lY`4|224@aF+VOA)__-CF%=P%(WRbZPsS4kgQ=idxtMk=eXW6}9AWy<5dgbDDzK zPcl=v9!DCm$V?q>Op_O)ATP|-MrgaqW-#_y7H+G6!;$S0H~Zux!ljQ8Y?&1|WFHlq z1O*G5P|r~5F4pD1K@4m{GnOS>H1N&vNQhxO;B;Bn`eeO-8*(#Y<^3qzOBsg9C)Bj7|+PRIu0HUa|Bi zc(E4nv{U!Wl02*R&kz=9o%ityWSg9oTo(k30c{1>h|S=ZQ$?7>Xo|SYTR8L2`H%HkH`sQX2)@i}bm@fxYqC-6H_(DoqfD_HZIZ ztiEX!cJuT{_Vj$ABDO4kX1&R8EC1NBJhAgP!ny-zQlD?|Lrl1~4!$c`0{7H3PND(% z+gfhKuK}G@QX(8DJ@MkLMjqQud9_?|LJVbnCF^A`e-HOA8eu%*;xcQYi<1XTuJ#-H zM9l=*MB!UvGt4RU#J*;qAnJ2wsTOCk#2vvD;{rAAi^>>aQZm{d0CR4Cwv3roT4lG@ zR#ny+-dm-~iU|8P$-^!KiWX+XqX|tT{Tr2qir2%Syviq%XLiBR%PrtU!ak0lWOCz0W$3<7NW z=U&9`~ zAZ~(2G(GyPbc6^m(LU*T@6QrLc^7tRvkpAY;=pQ@z=`{=vj^DQCz?BjR!wX?G}chs z-#uVdt#&PZ72FibasG0~J-J+M=P*`OWo1EZ;D&rDgg{~2)i(%H8{bV<)rQ^sI2o)G zC>qUlSg3><*fbS;ty6yF1%Wi+6UR_ahsM)Vn&}wQ}aZYP5BVDo3r(R^pecJkSc1#!1R7Ow%AR zT+^Vgk0s{@Qq_oA>h)#8y8?%+4g>n_{^yT>{=)378|&F)3!NP(Oaf!}mnuB+!?a7z z(isncGrbd|CTj2){KoyPrZ2;KnC-QYP9wly-oAZYFTGUEHE0k<+@p#u;WEPQUEY^3 z{DhA064_@v(ZH0T2@D+9=RaCW$r_|1d4w^=; zu*c?%rmov$YjfY+Ov$yEc14`hkj6jX<^^*DNCKxKmpF9#wcKnH1LYCkwdI>)ZH5zb72JG$-h+^!m0~cRKZbdA7WN z^Y#!Vb0=nbHa4BQLrZ)5jguojT%+NVl0r(Fu)k;^2Wkj4H64YG*4G_L)25RzH0r6yYd{>kcBJfdGu1`pG_1n|C#0}#eSCLR`lcMbES;*R7#sD?Yg{@ zjo9=>Bso2fDTNTKV=*s%pZNwWm9@zrnlIZTDq4?vL}X{azNYh$nuI zoHv3LsZ@5+izQf`8ihXh`}E}&hdj^W2CkW zG&_?Ep50L6S2ioYB~B=p-^MmOsk2BE#g!2GK_=MY=+nImKQ;dqzsnW=x|3H|H|KMG z)WFR^L{9!hv@!x$@oOHP#?H5EbzcAbb|PMx=KrpAL~qO~mYS zQv3dsDBd)XSrp0vdB*|frI&UQp@~5vmlQ!zkiu4U)UOX1k|)n~lu-^tu+)?_ol`QM zn8R2(A)N7UpEUGBaPeZd%u9`lYyu3@SIl{eR@rKV5&b|81{33c5rx`~ksLkWt!3TT zS!@YOyfzY0pxX^FBJJ9=kK3x_g~k4k**G}4YmWHbTHF7HWw&96NtI9 z)!w}T&o0;CD_ItwBV>+Gt@?CBhTLA85UTN7ipN=!6WT+X|B_dBluxKjOT07?E_1rE zd@Saa{5np1qsy;#{6@MAxvW^zL-FTZfJdjpn$khQ7X4TC-H4JHdUAzwLo@-fvL9eK zl`6xkY1`^S=p{)?;zcmu??$2XVTjWAo(cN8>PyW1@+dMIbmS_2_GN=C*BOyBo9go? zsHw6y{X{#kL&_*#$b2O^z1Ll>`x<W@gxYgy@!mxybw9bF@t7V~@phCRZygpWwswWnej=7Ogf>2$=YfLP|AxZFI!K z8U?D|UqdyTtf)~k>Oe^&mxBq?SVdD6%pp@=v@y!(}WKgzzdejs8UG;bQ=RM(}i{%P=`E?0y`7k!vvTz1Tw!m7cJ-e(kBtssbXXS5qZ zmpeC(AA($3ZQl1NR#o32NajyiArv1n81GOJzcum2?6;cq(_vWSG*BN+#IKM5*3irq>$p~Woae~JDO_R2kiS!cF&^0@#j!X!*lFE25-oy9PS6# zt>sv=mNrKj|F%6i|I@RHd1hCU7H&wzQ)yq{D}LzbI;!(5Y?+J+1+7)}5JAf2B+>tF zD}bDCi^M;X5xOuB#(MxbMDx%e9kXQWVwePRTShBm%Ww1GPBje!5xCb(#!cf|_0l)3 zeJh6X#jLZe`1J zAKU9PL&euywglBT0_fN>Df7^3_X-JDU>Faxb1qNON zDuW-WrSGrz+@r&tJuyLj2uRdPd(M?IUEHx6Ms@j~@vDhh87LmB)I(vwQ0i~ zRZD5z3J=1{#V?Hs{^UZ|=eisPx&6X4o zo9l_GvxrQZhmd^{t4=G(2$vyERM5A6J4KY9nw=d#lVMxJ%tFsA28TVIKTB9FA0rD37N{?i){k&1I?)Q&%u9BxrzYYk+KxS*EvI)fl#Eu>9N>Em zKxdx^6cx`V;iiyE)}hmsBPX{z^7FSqpt_3E-u<(yiP`bYO-=s$*B?^h;g@fF=}~Fl zouaB0YyPtUqfg~08&-$QJkD=S6!}v*-&P1*+rm<$53TgRzXD9~-WBRWEAVjT7O`FE zjy0PVOWHp>Wc{rBg_P5c*q5xM*K{|rQ-tue` zTS_37d7QeD6PKKbd0^sS@05^aU)X`aaJaPvdf=NjDtoron0}WI_xcuU8Yl-Zrl=fX z^CH@2Vq$;c^?=^_(VnU0U2C!S5q8QSS83#C0TTnxK)na0-~X64`Je*}X`1G5k?PaiRgdLc=7R&L;$OFC~MZA=d#a6IzDx zqA~EYAQuzpV%0n$-YiGEp%swiiW*~DcG6^@ztr2kAgebc<~=Yt6n(u1KhJ1aOS z2G6x83;Z-TwRBg+1%Fn%FLye!f`1Lf!ReozD65rOwu~p7~YSGCMBAsZ;CLQjVRqd^iDbk+8yEK_NN~80#SLB273+@;9c_ zi#sFZZhyTM>xJ(1geFyztqFhw@LZg&qJj{dNoiiUH^-hT@vefMy{~Fkl+hNa?`mT* zwpAM;))6)8bC!OC3{VWg23$@HYeXqnXf(gDz<|X(2N~8rrdf z;aGZU52%@r3xN>u1yV4ZhER8ZGmS~te2KXw>5f9h+S$rOO*k9hEcFe!|8T_RqFAjt z3b`DZ)eG+ea`aB2p04NJWATK93D=%ZzI-2SFEjiba1T=ZnLu)wItcv*9-pvk+YuDQ zJ$*t^-Q^tW_gNbT133p8uF>nuxiIHSC>ZU2pJ^pEG040{4KBcvjKQ*Y2Q7fU(HZIT zdg`E|CA&l1x2-w+4$U~s+ew^M#Iz2}q_yo`iI2s8p~%USSQEbGkZxSa{Qe?sAOd ze%IkhcQEQr);Mf6Qz(~|`mdP5mjp(Q!~{i+ z6QbJ$a+Tp>_f9kr9cFgM_?U+PRpCJ<1A=dmYo7(Ve%KbVPq$?9ERXY1!5aY6BVoH{%$lQ||u$FD4#^OA)w_ zJlI`NxTXR3jB4b77!(KyJdI>u;75JN50v%D!ApLkH$msn z&u_|OBd$0|ZbdS{1dB=@@&`D3_ohlB*nB9X<1~!#=OkWO5TPP9l_dYH$jo3~M|FwI zRprO>OLW0g-TrF-JTouu?gBM}ho_9X`@#CiNkhSO$9?X4FIUPthI?9q1+r zD+wJB@}r$-l2k*%TalhHX$AlhBAZP@A{A^CJB$6?xzcIf@CP{i>KA@>8ZYp3rU#c~sT zg~PO(`h^;$KLSO^>w*BTM+6{;c}h~LKn33iI+q8pEaz%Djcgj1dm*d9aKtzgVBiT! z#`k4BJ3XW+?z|+^4jL$0)jct4KrW495CdGuAgEfHgnC_D2cWC>_5#FoAkCj-nW7Vt z-VJ(Oc?rs}nuoQNAi6Uq^%ojq=!-`C^Igrsjl97OQnk3~Ej9gO@ND*&!x3%jdIqae zd2DhXgdZRAm60z~#p!{+nDc~R^s_bz)5K_LSSNAyTuc(i*fZC=d<-n_$Ju5AVCU+; zVX3)lC9o`frt#LoMgr>Dj{1STq`jKTtTfUHJ<%4&#;Wt!gs-UwD>215z^(6oK+A1J zJY4ifUjGB7L|__v<4E+;ksdbO94JQ^(Tg5WQI+GZPI#;?TfNg3W?;P~tNyWrViz|W zIjP3LdWLX`>RX+mL}^FCyae;T<=@br79!QB2>0bS?0?MQxM$WA-tXQ}Q-+T#Ou~%G zr~e;SUmX|K`h87EN_T^RbT>mcNQcsmfRrHJ-6bIsl7n=2NS8`?H%K=_$9uqgfA9DH z$7h&x<~(us-p}4^t&Q*!xw4Xmh>B*5>NPu&d8J5Kw)j;22qe7hyAv}T!S?OiK4@|a z%W3e^O>no?db!n`fWs`zLlJc=P3?+^_3O)E`SbhL^nGE)ab8u1Qk|D%}20H z+}+z#)z%K5t+wbgsVunM&DRM5snZR!e3c(0-z+SDaZhJRN=mw$KWX(Ac$s&^s7ZN? z7GDEz@2)-W?_#3SvDMIJjOdwjz1%G`D#p=}7cW~rys?Qb5k&^AT9-?I(8s9FaEl_r zip@=?+wN`@*LAteX9HCV!@X%oweW-`Dk@ghoerQ0B{tAT0D6*`0MzKXIR6rA;(b+k zj|yxZvd!^%XhTPSG*=kr5T=cY4`Zg=ubfr%%{}!|cNvIR6$iw;-tnk`sgt{J=-NmJ zo#|L1qTzA?b4S1=V2y<3NVJ8M=!1LVPuc1&>XqKzlPI zVu1kPiy4>BwziY}OGF2uOSjCPl#B8fAaN~MxHnm5T!dR7N}!XI z0d-UP=N3d4uB^H|ytmGZmUc%$8IW@1X5a=+73EMZAz)uJilzU5n(VYsNI zJ@;V+!vSDs*}Ae(FWb-m9Juk0vBwkLCBMH z*0v|>ai+W!Ja4>c`E*s9kJv!Cj5b{|6x!ctaU$d2J18~wG-~KZ2Zk1ntYGYgDazb@ zjwASNf<0asdVx4MShX*?f0Mr-+}181V93YE>pin75j&r%GEEqD=L5IwY~XG+fRRrq&p@ zBK(T`^EflG26Tf5Dp+bp{jy?F8=+;@FmIz-Nbr13=?eh{Lro`Lo!kaSYYbk^JI$<| zDl~31_K_t2)pdAEs#*AArEi*x!=_Vv+eD(%v`tB4+z||)zuB%@VAD!W-__OeK<2o8 zAG`)qIAy%?l&@nVBGlBc5U5tIbqt%z*r(>7kvsc8q=Gxuz4;`ed9H^9Fu6Zw@KAR{ z(vR97Hxj%#+v}`w?SH-2i8Y^MGTM9txX+@D7F z-7vc1UGdFH(@)YzIN0v^k1`nQ;p>X!q46Fhz8p2J06sY9eK_?c4h3SlW_GCN;uLY2 z+$&I_oGiPq<{gcR_pTrptD^Eei4H#VUJy0Ah@$c}wl6lv+j^{fp{>pH;8R)-H-#ln zdumo8m9uPaYuUbpBx0iR=;V-#6IJ)Td$Im04=UBxZoV%HwTImlyJ%Zdx<_%VLA|PE zF=mOzpRWeB|uvGoFNRQx1P0+)GxI2D$9*9GTnUTY{lf6F& za#^7?WifKH3Po(X6`E1r{G1>Q$*xe@+g(coz4hkR&6HF`bHSg66nRYb)6K|nPc^N( zK7)_@J+{x^?XILL`4B1gcKj7f}1hlXula7CxaRQKT6?|<+hq7|N$td<@kBU?@fDQzIz#}JG#M#H9>e>^m`cbwS5_A*0SKv+=&vO$-buBFB z)67a`()shyl!RNEE?CNiJX;Cu?3zDF{$}neCEOAN`-CN!p&ug`E^&57iX!^{a8vbM zdA&UD0*=^LJXN0KaZfX0YDn-}Ln5zlV!Z1XoPWg5W-m^wL;jlGAnnu=0M_#ls$$d6 z9gj4C<<}Rd@`v1<9_8x&toTS%GT?)(h=N0$hx>Oxs!N_2DPJ?x_*iLE4rc^i=apr? z{}ha%_tXg`aG9WtRUl7^sV}c7&2!Du#*Xvs08|aO*!4hcWY_Nwu0}*?=UuoV_JYdJ znV9ScNU;auNzP^q7C!@1Erprm3Ha~nH?u>X0XU<;-ap7Tn8GY5HBSI)yf*w>oPt$( z;rO@|^){-2UKSMEwEh=IVY*L3+mCggl zxjWh@a}p3Hnb9f@gwX%13-NSKiQ&^Wjbe8}&W%7WEsp%yjVRlZH8qXk>}l~WA}wq` z4JcDa|0S$EeIFPJ?LQ+)(Ql3^ME%qM(~ngEP*2MpUURL0unJ9@cy8jBJu_VXxd7px z3kZ=boY%=fI1vWr5Qr*}9yTm%%lHere}4Wb2sTi^&sWT$e#lk^ri!)1pw!vv#N14D z^yGb_w?EyL`%#OI@{9l6eCs$t%tZ~9u0)LllJh4MqZ1YpEQ7+4!n(&?mq_63ooUPu zO*Kl#rV&-cDJ_4VZuGW)RMq}Yz)CWr0J~hs^p3P?BsRj{e8rYM)w{16>-Q~huX1w; zb*%(c7q%s9yIz(vIg|pJ^u`a945i?g+?e!mFgk|hJrc&vZ^?uFZc z(b)IRShX7CRP5pr$%ot2y%4UexRvB2ojQmjJuE)Y2JO8qr)o-P+?nU+s%=6IGf+2j>yLa1d zMi|hQXtDAea@6^vakV3ckg5;6gGH%+GYJ|>Ap7ei}st$ z?#&lMxSsCwOo-)Pi`~TZ)cP>O0)YVE%dckL6aox2HN#B`y;_eFZQs5dR%BqnaUZto z?jaQth>$5dZc$E|sFthaoqXU(F=8W_*eq=OdGJysd~jH#Zc1HSdsq>ps&(_>)}J3L$;<^v}N!(?IL)*rLk{aRo&ZLh=Gxj-Sfhxc0uBDmlhyM8YfyH z=cqh%zOQUmdC2i{c5*7nd{_LInfxOBlQDG@0{-Q6d@+uq)O^J@m}5Isu`7smu-m8^ zCbHoYe^&G8wnqc;clve-eP?#dt!l$12HIpz$NR8gW>>zDsFV-~2~IX9?Q%QLmN(+x zBoUj4M}eMtRXN^t!W!XKb1qySU?cef2%nxEIqyn~V7%LFLP2NJSg_Vcq_sAW} zJ?c~$UXB7ulUE~3ywHGwOqeXLjbR~`liLkM>K#fBC7%LOK7r)Lc%KYtJ` zsTtqX<)}N4+4|&U4erY6-UX-T#Y*n9v@AzJ#yc+jk9|wd{gt0KrT1rQiEq&ov+P|l zFZSm{YKujBiqLtDkFxPIfiHvou$w;@;C~=!bPL-b?XyXM{~?e3SGtD73V<|Xv4>2Q_U?cJ8X~kyFW(G zk0^XMP^}U2V6oy%hp{o>n&w_j8{Y4-eru=dCgSp2o#v3h2_DcM4kIw##Xdly5(xJKCvxfrHCj{i1%Fl`)sDErU613{U|VKa ze|Z~F!S%&HTk^n-#J__@UvlJU8K~=I2~UZl50fVkpZ}=TmHbUntEz?M)@l)v42c1V z4S*6F8Bpqvrc?PX%r!Z^vZ|~rDK-h!EjMzFLr{={aFV%<`yvOW!mN93%0>W#(flkz z%~Hib_Dw?-OhOOL%#WG+DgstAn;z)=oD8!*=Hdu7CT=n%VsG#khAS>-_zH<+u z&lX|>NHDJXQc1Cyz^mj;*5-a5TiKEnvjOiZ^5_-DcGzM(Z29sh z(2{v6WceU9A}Z3Zx5ZVVw?UFPXS03uh(`0{07S*cU6$0Faq9lWx?$_)gdizBWPbuD zHxE_p;d6MyZpf@`?c~a}^Ou4ndkHlsHtBqd+fM#u@3Ycmp;zbr=;(qA8maS6g$5Tjh{HpXPoVSI09_AEq z-k)2PxL%;xYgNZ#eGR)iS1{Y$prEDI%(XH5{+(jTCP+?g;pUPB7N2Ek(Ci;62+0iWiM4iPxu8x?S8T}#4rHBC>2zzu`w-PmD1=X zi+srDp)2&~1G#s>?a3y7Q9-^(R#cp8P#?3+FipZG>mU%gJeYG<`20IFC46ebY9}Jp$?&36q4=YTFrJmCPYO=#9&VrL18Ams2T?gagUMyDAd=k@6#rxQf z4WuqMI~9&KMG%3dHi#R~)YsVo2_6oDpt+ zzI(U+kEKMvjVPz6-}AvbzKleq4`IZfq}0gg?pCVa1vt9Xc9L6ut3Q(k$xNe~F<^Z) zZFxN&Fi^q{c0{Yi5U9J`O}M(~b|x-gkbc?r$-q-S;Wx!`q7VF>lo7Z;R%%ICDjJM! ze|c{2|7?M%fj~+_ZG;}VuGH;76eA4pyHX%Dh@qk=Sm8uj6h|gdm4NW0v`;)C{RtlR zYh4GaM6vWo#8iWCZ{e#kEsxrNr}AiANxm{bdH1rWFS|?{d)Av$NKu9tr4J|1nQOm$ zPefb+#{gbx%tMb16}(fU4X9DEJw>>r!g>pSnY+AiS=XTE8(04WxPqJDh$ab&=fX=# zXbm7=;zH&`=0tC>;;dsaLhsUK7zy!o=y4760?Dr5R zF0~6cRo^TU*8QTM-#0E!bzH`0WgI^$@?ON2G4w3+YOHhxG8g0;&Yl>en{Kr}J7fP6 zCby=;F+zdrryc)r`w!}JJPZ5sR+?&nrYZa0hPPIOJPPK63P}MY$Zu$Ei`~JTXDz36 z?jCecW!LKLanfesJqg=#Aa=qFuKvW$W5?R-7}^%t;cm*tFM|#?SU8I0Kaa;gj6p8( zE{8#I?ORLnq%k&o$F#vyexo3k7hc1pzRf~#+_mV1sMw6R*7$e_^LVxCda{Q=)_&i1 zCG-F&G7lKKBEBx=xQo|nyte&~i-IT3nm`DQ^2Txu9kW_S$T=i=$=n|KsM=lu*F zoKOt6s&sZTa(+wuVImhG;Dy!WS6*6L(K0Sy*SGqSkH?B6uEvKzHYI08gF0ls?opLK<)J!8hrbe3 zN0-VV5M#Z-gN2jlw87t_UgfYjk~rFLMED)DjIkYLxamYu&IQHSGc~11KH~=s?&6g3 zYX!l?I(bT7KUD;6?RiKfrRM>H*Z~+FD!Vc@C?nk9`CN$nCIs5zsCJAf)k9Qktz&Tho@QC{IZKz;VL%LN2oL#Ej< zc|l5+;{BnE zlNBqoFd34Ehqi-0qwtb`xI5ezH;G(cDctoewBu*Oi?)z#4(_viLirsiUrjp{0>VEW^8#LSC*uAA+MF4?{1Ezr)!YOa8cfbafop>N4wLk(^?s_)M2oG}*l1ixIOC=Gu05$E=P(SI!twU?H`BC7n+NaE)P+@-%4J_x^k_D>gpbs2k^9;t69&GerOeQ$!d6`P`wb| zTuvIgY!Dy2C-dD{RGLyc`ghNxeq!twd|H$F8!V>6J;{V*)=$_}qgaz75unP91qD6t zQCTlj6CQIErJiH4#somuo&LN+)b^2Ym zezVQ6*zd$!`%7=%ZpUHaK#NTG7mxQt3VLQsv9OMh0qE0*-AN!qvCNklr;~Iu)ui$) zKClUWF&$BYR0D_+kKzZt+ot)Hb0&dt48L}|JSZFv!X_pM|uWjP@H*SjbM_D(YlUd#!XA4;^s%(9WS##2x)zjUfD zWoJ!x`N~G6C(yM|Mf*`XUc(~3VGq@9#abvR9yN32{;gC2 zu>&ki8VGSbMB50BL1kjs8fMZyupu_)m&9BF>w0S1QG0#c8L8J+8o+<$Rq8m`U@cmH zfc?X|7`%xw4O>P5~_XWM=; zh~UuB3Tww~l*hwJMQ>6o_ChNDHK)z5YXSjVtdLFf99v)1)Omr`9CD1%PX)q#pQ&Nb z#i&p?CUidG{C-*l0s&GIe7@nrV0l#xZenV!=ryM-=(tK+Rna_ribyqvk%=H&h=E2! z&x;9z<{Jr)+Ddrmu|pVWqWmsdFj+6Q)N1!livbdB0#kB4S*U!~I{R%hb%@0*8$jj@ z6{)#VnNgztioZGW;C9_7VQ8vp~uX?;7+*a#GRVJ_LI)F)Edbs5hDz=S1~n z3=4(ga8{M}fk=Ti(voT0)3)b(e1ugcVUUP>>X7`tG=C+0BK-&*|5$bxG@TZmy=^Q4 zeypYfIv^dm4n%1A`8qb6o9$~oI_S@PjF4idJG}+HUDJg$(CeuFB)yHbvwVrQyXq@huSnY&l+R6buofU?jhD`% zu@`kXOCLOy>%#y-y0H{s0x{aKh$LqHl((#TbD{cU1ihTZ&t^hmE$PG4;q`*>$&P(j zPJ0{sjhb-<|NC-=iMfWFOS9@9)Xvwv>V(=t?mtXA{U{^m7Q;FV_b*}Jy|jB19!OV? z9M>}oR&6gfz-hh5>CQ1qy6CS~$q{dqr9@8@`mM|7xtmWgBg?(gy*2SFarSEPMm2T>RsB)dJ7-+EY^YSH$k-#ND6@RmM()=vg;UXPIte;MX1(!W{VY1vb z>2^^lj?!?$p!e`4lAUEbLXr_K4~JV6H$w(%^L;HGf%9h( z!*CX92x8t09IQ>S)A!fpZa0|#Q_Tkg<#Rfox$+hLf#`DiQt0lOk@KYG4HjMSlc2m71d8;Sa@L^A;RW=Q+P0WWz#8mPif3Woc_h>`1+N!Q5v zXh|8ANDG~>>iRx;`bza~=(@9Xy3cCYY8Je&sHAZ01tj8VBM5_kX&~oa7WTY0HCN+0 z?KX?=2-^;FTS&Kp**6iKT+4wgERaAs3&%0-n8D#3$c~2~1?Tf!C+bg}mMaC!8R>dZ z`tb1}w55X(+cJeQe3RMf67$eIO~+49W+nvnk_e+;2-)gSm(Np@UI!k-ui!OP0xItu zq_(iH**!<(Rew@2d63p7{UQ*+FV*?(?1Th(@K#eFwf33Wvu8@&zY&%MXi2fO;SsP& zADMd}z8tOJUq)6ee}XM*IY8DErh56|hQjF_R@))gE7x823KPXC2V6^fV9U~QU)A84 z=eaYYMKo>j)<2+Bs(}3$0UI@`LkI~$r+&*>a#KCX80Belp%N>+Nb zw)${r12}*CUurl?upLkjzDVgfHDFu2F0LyV?@@$4IaC~0F^!#i(v@MiQ-gd+Rn{S1>x%)6%9e^G7 zU^R^_u_$<_vg^vAogt`}HYG9=rr0E{P=A{TIj)v%2tul)X=?K-1ycKW2csjcO@^QflY}cC!@F0jH@E zwf`bQ&D#Vfq;D_I5@$R!B^rQR;sM8Ys#wyO;Y)I}hBfupKx!)dr=x`OkqOwbF7zzv zIaa*de$bL08I8yqUWQ2M`X8>ox*joj8`fftx3;LvyE=|qeDZ7lv2*l?lQq`*YL5|_u-Z!!{c6^ zY2i@xFgCLtQcbhArpE~M=pmpy<;Kj;or+MWb`UuVtjD!4b}A=$U2bul`4xY?7BzI0z=J){Kmg$@y1bZD2^mN`fZBZOT4#ji@G>$| zEe<0+)SsS4YjT?DEL!Mk!zrO7%p|{g=QJ|U{F6L0SODUa)fJeP3wzI^@R2RzlR1>7 zRj=!XhRJT;n}G!<0?xYWwRi^d75vv9AqrTTK)J@}eb!_UBYf}bm{%HIw_3KA{-DE- z^H^bKl*t^1PC>(~&o%@}DSqUNJnfB@SZ&&dA;G~Ax^i0yZ*RsTv}qGfy(R;#(?RvkK zr^i(8yzAcXz8LW^L*KY~GcjFbBr`}b6JHgFT^<_Db4NYQ{1gH7HYFsMg;WhQ6lvo; zyp3Nz3Y|X)>00%h-op*9`5ysTW5FJT)S3Z}_Y*Ki zoy)U~?zmoyD~hQlgy+~7afF+i#v6_7Wxc#v-8&CMvLz4_CiYGF7NcFLx_dk70b)2G zGu0+J%F{>qd@*NWG$(1(XpGUD@_M_+VLw$SKnXb_xW;6CmqWp~5|8RIIqEz9YbvTY zta;e$i|GZ$#a(B*Rwwr15*rd8;&i^Z2(A)v^=&@;mZrm4M6R{#H#JFWGa z!9R6oVn9H^JZ@YmunStY38d%8b#W*!#}Bu2z6cLP;9Xcc z(z(%$fKeK&(PCPTjD8gjYE4{odqH-8HF&6DSM+U4sS`++Vcwlsn1%id{ z)ok~#5$?9qQpFaR!Aucy$3FwAnLX;Q;GCQZ$@`ig$K0hK4WQcGWs;C!Cs{jMi4!kObaFJ0l+)RKHiQr5W+!v0uQ?+A= zKhKQhD=ncvYmxfo$Jy15NVmo5Gox!=@U9r7Afd5y50nZiV>cb9Jo8yh3(T#AYFKAf z#j7JR))16|?ynp+veEGv_5cx0_tmK;{nZWb?3Ha@ICp>eE-8jzQ3@lSg5otl@WRBQlKx_!!9GWxH7_o=Lr?_&u>tQIg9w?w+r10 z`u&2?sTV=@<5tp6HGHV3S&nb-7(uUZvOijOBaIYOZL8ZvE`-PIE^1x&rn$WjMM`MB zm(cSzW(nyD`Xt|P2DF%i(T4?c<}=s+ur~VypmdnF>ENj<52m@du}7K$J@utmYq_%8 zmlBvL1;G}z-9(vTp70i{`S>(c{Z@W-`Ngj%*2yrPy$UdhF}D0=MyaHkGJm)B`6z}a ziA(u@6+vuyHNi!Ndod}YWO$f}a6*_U^&oW`ZlHsQ+aT3QY=TG7i6I?T!P%u@=?@Ib8@;FDUB;j|G{L5&wzp?k;P%+?; zo!N&inR5I5m;#4K29{T1+A=fSgVITiZUc_FZyh~0ab=gULZ-&0_?^O@U?*DS)6--M zqueR5Hijs_HQSIX(s{+Vik37(|D1ZeSr`xs$^|-%Dz3BBErwV^G`rSj3LiNDO+uMz zC?KM7@!4L)V&6+J(+=pclp4ztToAJ0BC;cj`ida6{)spmS4v4vzMCZ4fgb5kh}xH&8T=TLj>I(LNrG66`aW>HK((hpj}sOMLKw2_+R_B2qWj8*Q>rA)PlK@YV{c zbr)uH5*Sr!$0f#vFj}DWEth5bDYt?!t?h_{HQNMn>SGmpKWkCtM6V^@ zp!m}^bxinhxu|h0ezRH>!lIJsk5mxa+R5Gf?qHHywh8$`(mTVSnUXzyw$LTl?ZTMfPU;}Rre&H!vJQ@LPvS};ke>wl~}_* zCcn4xS%#uh3+fXFgctLAR<*SO;O7Gd^3Q>)p)t z(LEv-d9T6&tX+C_fr{HeSN8ggJTGnS`#n+{Z?1Of%tiI98`9Z9r8qu>Xx5gXf+Jr; z;*lP0EkpngHXCi*KT4=k^O z1b&2HfA~$#C$BA0sBz$|9|~SG#$WFyM+V?%0tl+v#|5Dh0J7+09bi^)7thQgXAbA% zfo>K3n1RNx=9E1y=hB>UtJa*}YB_t(8{BEXp;sRcr%!*{O~HbOyQ5X^dhjI-wF^;E zPP`7Rx7{AxWpknc5Y+xYqTyp#=ISSC?_G!ocW^(_Vn532@DfHVyrbX28QAL?PB!$> z2^B~NnrPFFVynSh{JUn8e!Z$2&KBp40m0@l1j2;=3;tM8U z3idU^Mtm_5Ah_sNG3=lEkZWY``gmtCyafx~uDU2MPx`)6$qa*$Be*=_DF+CA`T&5) zfIqbeS^`U(9oB2mF0_Nl@ucBr=v0lOvF=Z!eUN0@_Q9+Bj#+b7i>iY>RyT>j*UNVR z)^L^($y90oeb;R<@Mga8;L(CXXOkL*R(^mx;Zg*k zT|ns;D^TLUCGzK_X~; z7SFvUPr1o_yoF!CntpP68eCO{Rc$f+u3yM$@G#m-I!CZskA>TJwMxsdphfh0cY9k! zq|i&EufG0FYA-)eE-fu>(sTeQvlBJZNJ&Y(qM?yK$U9nDlHAMR!`7GIA(EQDt&YCv z`rB@16Q}7vf#-)zwHzNEgR9gj{IdEe2=3F1!tSz^Bc6Q&gbi&xK0kOg#+eB^pzFr* zTUlfbjy{Nt)n=64;utY9FaVYO6wwY7WFl9YEm37fSpZ2RK((zyKxm}f<|9nkCu=GKByfT9hI=G(@NQRj28>#@IW(iDmC!v?`^82=`~9W0Q0ndBUgJ(XC!LqR zuz_D`WhLhA#Q~7NPU(DNE|*M?*0OQ5*BN)g>$xsE??PCr?l4%MW?g!E?^p=r{mJj3 z8tetBg(6P>n4X?)<;Tp!gLiUrvRer}*F#L1lvC_1!=XbC7##QI%Xc*J^So~TYhZ!l zepJm?@#Z`KN!1RJP9?Y(Vbq=m3hb2)NJiON4J&`U3!eQGOMlPViFu#Q2ux(7VGzay zjO^fCH3RssRVQ@a+L{S94NVcZ;MFyf>As%mG-XqLt~C=}00$@M6#sM=G3dIbhqpokZL0RsWU}fx2otMzPjWiD%JiqVdm7eOz?V{<+$69Q zSs8-V?W1AP;^+vZYJG2t0b+T&1a#eT`J*SNDp>(Ns+Dvg7Psf@xKm38oyvlG#nq^c zXGX@~ctvfEf^e_AlUt}WoJ_$Hh{4o-RT-(4dIW@vhbMtJ~*Ht=bK|s&SlRDEG~CQbGLXPN}e<71x7pP(|soQklov%EHxPX%f|nE ze_`0aHy4q^dIG7_b~dVbM#I{a2o&{PM1MR7iqQXyPj{KS`tZ+h%&h)-HGBOed9>t> zPshCZ4^IDir1`)p2l!*i5Drd9CMc413UtF>*3s+nDL}`jsgLYmO#eUM&CCT@4gw$L zgn;IX;j%6)0tU==jgCM+?SH53Z)x&r-q2foZTrx&e&`WrWm9ON*LvRIqLo!*um10k z8zTBd0Ad9DcM`QufNMjXHZa|S{a;x7MdNdjGjkmZY^Y*j)m%6Wf5&qTVRUhC^9UitHAgurUATC&U=Ro)~a~+%-x=^`318~qWib8452m~x%(}*`- z8UXv@hK1)pmx%v0tv=aVVwWpK{F(vQPtU~wtk#Icv(J_m`|kyMcN>3y#V zm}yJ15ojd*Pcp41{!NGC7v6YD}Xv2*fwYc_+y;K?7Ca}JL`x*JQC-;8-Q{bX%L+&palU|RbMm=oD64_^+a z(yS`jFRylYcPs1`LC;=8$j#!&$`r) zP3D)c;Nw$qbK|C@q|6Zj9^r8t zq^qtDHqhOCMGqXBnw(g>$6r zyo-s2F?&RD>c|LvQn8{B7hJ@CU_BTU6}N|OR?{zlbiTrS56@<{302n>*JRlLQzExh z`zrq;IVRkyBMNj4=&a=lm+LnQ;ruw<^6hrrQ}&&U%!ZnSbpZodii8&D^1gP%R6^;I=E+sP=0ex z8wqf?ybDwWl33-iF(Dj@2aEo-{jOPAju?3cj`S?epSU>Av0~iks1PviYqMJl;kmyc zsH*Asd-rTw?(d7{%lnVw1a9X#ZJ-dw8iPYjwS17(_RX~>D03+v(A&4{B&=;;qmeUp zJOqBBD=rq(jYLQnW(|l({d2{aYmO%NP%%otPe#`r~!g(PGDWIQ=nLP3d zh~DJMRca*A)Dt0;7+*8ORu95oEffhW;{Lb>dD}yGGH1-msB&lG8+I134MDy$KpOf3 z^e|kXXZx^Au_2viq}IpLs|09j@68q_y#>(!rkUu|My4_&Urnzu@uTcE$#0<|dHwosNtBX>6P9HvI5o zB<3rvcbeS}qj9x-MqnkDUMMu5>*zV&J2%+e$f9s_jApusXJc4NAU}N|B^Lbh;4tCw zvn-OwN{LWd>LRhq!iMzwVsvPJC|{Ml5rY?mKyKEq9>Mm;t$Q=3XCjidXH!!zq@T4- zPw}gP2Vq&m+9$o+$;h~`M1htqPSkvTzcsxRqE2wcFs6xrC?t94PEI$Dms4iv5mNH}*S%8J{V<@y)i4 zS#PRDEqP60>??$9d@AQDf{mze;VI)Ry|2gfjK?-!vcDgrR!9-X#@F}2%tNc_RKKEk zv1OEYHx(e^Dwd7N4P3JH=cYjzXSwHKX%WwzRcF8N{FUs~VWvls#BTcsP`+Y=Y4o?6 zz`@PFGGf-zUs~tlCHy0u1ttoOK+8T>p*`P0k{y;0kh2IlOg=!Oq`O@`*)x_U3SUrF zcUavhOa|G4@{}_}KA3psg&%(4G+)Vy>@${CqFjse@DY8Q7>I<|y*Uu``()9eypfOf zMj(dE9Qy8B!G58w>X&L&sqdQ3lNEVb*(dHR@$5Kgb45>pUToTaq{Uy?qq)(#qZ(c$ zm@D=Ta1p)(qjz9y;3Y)SNLrxvj-+U={^tL>x<(IXvr^%yijV)C_$^{$KyV}Wo8L|X z?Mi&Ms(m7ER$e1qv=6fN4#kd%u{>b_q2_SM*ET`o>R$A|pLb4Xxzw-N{gdLtqoBd; zR{N3zL~+qq04lyzIO<&{z5z43P+YpA{X2Z)+Xplp&og!t70NLaXB8(C&)N@7Dvrg% zd;$xIscLcG;)Ab(%yRQ`DK=%X=HpX?CTb+R=Lf=alK5&GpRl}BzQ>TXC#UZ3qdlj7 zQ0vIt(91nDv-PT9?>P#s&c?O#g`rvUB4$Ykp>Uotv%%dT zyP4JI&7R1DsLm@1WqKNoUUf?{Uzx?|;|m~}Ju z0U3oT+3R1zQc`}b7b>|`e{j5%NhHbTg*XUe(ssBJA(uerpVPh2L096yB70UyK1 zJwxa9Cj{Jze9L>-?qbNGMx)pn_5vGgRoyq!$%cx^M>Y4f1OK?o48G(YXOu~chfvGM z(Sp|g0!GzVrxDeu+JDEajs=+8ErcTP@se9oMaN6XD@HH8;6daA%TOT_K$>KP-h8+2THGo$-vR| zKBL_kr(A-75l=yrbfNbu0}@9@j#qIQnJ+v`v_cJtpBRCaj!)?}Aj;#-eIkw`3cbL( z;RXVv;Yh1WRomLb0=)Uo;D5pwS_-jBzUT?bLOEf1OXx8*KiR)X);?R+fDpg@+C0sa|mhkVba~BJHswAKHh1LSq3kxl*CL z*eZ(OW_5~w37SaFv1l%p`oF$_6j&hQJzPIcMe8wnLr zAqC~7qT0V$_O+T}$eHJ(NXzu18aGVz_*h`&T+S-df5I>yb077Uk>c{rd<%P-7bC9p zhRLM6%DF1YPfIHHJ0(99|F%S^S+~FQk`@cLw9`HHXO*4kwKa@TEtz0qEV z&P0>h3%<^0pRM~h#ytf4iGJ9rRFqU3Wbr{DHtoxy&_xGe0~ED2rU(eLz=+wW1aQ!Q z99n6RgQ5bOC`=Ggq@>kI)*y>y_HZqt7N|t%c746v#g!&K3?({^SjF#3J7gGLjeUzz z3D@&XW(sUj6ly8vM($6vFb@9^P2k|0oUKABP_c9$-)ZH}b~`;lnMs8xC5C$VWPT$w zw-y|$QvaNpfaqO;d!RUI`N2vO7w$R&xx%66Q;B{f%pNaJPD33wX$N*&8lboXwDI|? zQJj9;J@_%Uc6z9Gg$PKQ-BPM>#_=xAtS^V1CuG`lJ`=YEZZ{}4Vu<*DzpQA@f+%fNc=%g(dShpi5- zms}7oTZRd`w{PM?@yP_UYH;YvRkDLMb+X`@-!e=P*Z1o4rkU}kIe*=|F&}Dit(M~% z69=EYr@j37Q{-_VJ;m`sfHN*7YWwZLXG%sn9@voNuYu=gR-8sk12oM?vLUGCLlw~8 z+w;ZvEfKdP7VUH)ia(Nz?HWP^>@o(zYFz4ks=}k^iMEeJCwy#>gT=E|z8TZOru{#* zzA~zEmAa4peZgzio1JoD^R?+TXDBi+}*8cXmQs-ad&rz;I2V#y7%{;bMF}U zS4Ms$W3Bg{{ycL|_$SQ>ij!<|PgK)*C$WkdyTE(E^dU#LnZ$@;^VLk2S!F+DZi>Ec z@`J?}R3wCjR>qvuN*@bf&Yw8bN|K-vYvjO?zTdw}{{E*u9)Nu7TW*0N-y)~ANjEVK zF=te49_(|9X^&6-v@9tvg3+s)DX*|FkMVj%-+T1;9cwvxT@-&bsG>h~jBRn&F+F~- zO~0-zU-p+p-R(Rn*%Y>T<5|oL6g1%%hg9_gLN$!`pdf0isl8ATdG7PLmCgttk318Q z$MLe60ua0$HEh{#h&N)`nU(T`!j}eu6s6yRh19;UjFF%^2}SvBLXP|Q)ww%A+e*Cq z`@jlgli0Db)x&>ga0dPqa=-O}y!2ncjmo+<^n@KjTZ487ri$25G%1^~R(2l0*y;|& zp_^D2Iam!UWR`XpbVfJVhCLprRrw5?a?W_z-BUnSufEW{3#)!H?)Qezj`PR_7G~0N zVGj%bJUeU;g;>TPW#Ps!3O@%t=Dz({R=iZ0&_0f=R+=LUMKYnRi`{@hj&l|}h??~=+ z#-GoVCuH#X_#mOJL)h7s7uBgy>`;Rx)%3ZG3H;k_S=n22b!y#4gCQW;Ps3XvXl_AP zCNo)oQLs+%nY;Y)NPcDYD7V`aPx~GGN;Wb?KFso3thQx3lQ6BtI zAkvyPvfB+EfJMNPyHedrsvsp@#LyK9t@MWm1mds590}i+q{ZjtDEY#-eiHb4Qg9$) zd{$KzS9NBnmCs~%Z3uAkc(7q$ui;WrU6eAiqAt^yI$m=TeSe8p5(UCOGCjRVzU{u1 zD+T<5pUm5CU?6J+EnGG>4kcPM1QrfCOuUpcR6-209|WNY0RoXz-?T@5-#oWpJm1Lr z+*F@jK+0Eo-0u?uy;?k&R99R0@Onj@MumJOh79A|2&0dO zKMIbbc*?TJ1F}(VWvONBr^aT0f(UwZpP9^+r7o& zfR;n2k{RavnDih40?lT977`4eXkjHK`d0spnd&+APSgda!E_gEBVT!hD+B+!!?+gb zI_z=Xy}e4~s{*&o?pz1LFeEDTfN<)7c$| z7Td(e6z6t3Hm}#}w3+84pyayt^U=LH?JG+Cez+&6J;k=C8+7FtJp|8N*|sh1LVBK| zzCINJT(ewC_}0{)>oblnp1VCqy@q~l7qB;Y--=&S8|tIJhHx)}1Uq@rq9_lk5KPCt ze-X?5J;E?HBolp=ztX1}{cUezZd`=CGq^WugdBdv<2Vz2^fzxU%5w}3_;((UqWMn? zY|kBjMFp^MvF*~et!du~3_L%rOJ{kUEAl`4VqR<^2yO4`HAXNg$hT`il6}3D#qPL# zvBFPD!58$LJVx>#jK6YhTi-21ys8Wlv@=CSW2<4cs+9D;=(eOe=KTJC_+P6<^N={#l>=YrCPN*;i{vL zk_w41{eDc1(fjLS2u1oLt4*oX@fkKsBLU}TtKG@pGWz@Ctd+Zuo-q zd_3_}FK5|coVmB$_Qtp-r^Mxefw*MOP-V^hAyqaI) zuNFdZQ0Z4tpd4TSL-ti!`ECC%&3t^cpC?{5xb|Q^)^-BDJ&Snx3IT3E~ z?m;itt`SiJ#X$U#4VEq{YHA}{VOskiv@L90H=LU7J-f`zP=~L!50~o#17%$+YB>Ub z803jRxG0yZmGn1mT@m#CS?>gLdcCITV(aWxmZ#Ay4=YKt5{)lRRW>)Of&q7{$$B# zV09z(0Vqc_o-Wu(o6l3CQ9#CsO-6`e<>~i6Ld{w_HGli95CV+NNtjr(5eTo+RyJVf zdctgIn4*uJsUis^ohx5RihFQFg=B6{B^_DHgGqxMHi$(!$Vf)?v2!XAf>G$t1Rzm3 zy|F$X4lJXRIn6@DR2LPeheM5k{Yy{^2=y(u~yo&CmbXa!q}rdt`9G> z>a}Aj{~L5L=7fjT>5#$-vV30yx=zXpth*i5yp<(n_p!o|OyU!vxu!7FI$P{-y9zEc z^;Y=JE{FQPBSh9rrN(*?9M>@fhUWR|eR*Q{V}_Nqwlrsg`pUd7UvWlXdtM(I?k1_0 zWZmGEL(ZvA4$t+|xYNn%+{5&73} zq5sEl&4+u1&UYTx_JsgqvWWTk!auXky;}xck=UX>rCrhMX$%An5bk(AhJR&+2zkeC z3sOwbkbRvcV7#lMd+LzYJvr`JxazBKD_s_Nt#opEvmCy<+ciHUY9)&ki5|($$uT)M zA!8McTF(R$K2CIgXZ${@_K+%zHSRS4H8^BhZ&W4B> zVEbKPqcvjxN%T`LaGF1}Lvhnb>!A48aX?QGo|cx*)b#A6#;PzR1pKQq(xqNXQCp@$ z7LcYON+#qJ9Y1nyzQBNv&dwgjOs>aZv(ZFNbMEv`EEG>Q;3pWpd^Yg()37)Ql<`uL zny8eVDU!T3h$<~T@aqv{M(a=0_hCC!@XFS|EdyY=cIYDoW&zaq45n4qhC8Gn}C&pb=qgF$pwxs@vRo1+!qQ6_P0 z^cc$fGUH2w4j(3BGc!5gDnTjg4J&Nc(1xw>etqa^3aBB5AX_DWc0$70nZsjU{lxO8 z&ZMTm)s=G^@dqtF^Q*9`sD2#0tKO6SKSxgM=oSRk;^FJ&pdUKU#ig19(=_LF`|6HP zg<@bys3KInSXWYHW?t%#c<@*y9Tuc89#JqyJGxIS{aOdhe&7U7DW1UqmKWKkdHoga zW70*Vc`y?1Vo`}Lh|^!PZoJAS!SiRWvh&X<8!NgZo2Bk!MZujs--pauUH8;vUH3qB z411>Yb0OWeJ@uq2dquXgnD?ucCh@UC-`7z@G7^h5A!{}(-bZhAA7G9Tk0<39=Zkb2 z6_p=+*ELLaTv2EBxPOd`yTs846}_ka&gpX=!XmDNN}Ro9FMqwn(skRNksxDf07w<# zs12#r0H_Su{g=Xe?|Lk_udai z^3}AAS6k(>VmUE8ul!!X*%9e0Cl_~a&yP2aPxlA4CSlk(I4r4hm7jZeirU6h|Ng8o zwEg>WtmN3Lx9g#3LZ54^7#srTK=6Nhom_VTd#tIgwUBM*e}1_5>UmVFL629OT{Ul= zGHeH_l)^R*6i=sjgPxQ;?DxGZy-|?ep%^10kzPp78e6=U68xFlX)4)4|Re z+FoXuf5r7Ds7iDii1;d3VUO68-i1ttk~TKe_kmXSI=R|i_6-b^d#?g)G|FT!HWn+F z=0%JXw55{psg)v4soZmb_Yxpvpa@J?V_CKGeKNKD9f7Mf`HK&dMTO&UsIz4&mt<@%OIK5F-rq-r-~Xx%b?DU8U6#>kg9+ zlQFNbP4G*jcHw(@?r4k2LS}C%40o6DAQ0#-0KQCNX{4~WShH5`c2%i!#T3=T8*$8c z>kE})X4h2C-8)KxSldsV7K1=tWk}gF>Mso#?{k%J=##&My|^!`DTKyZQ}R&(Z8}^- zXMM|g*Qu4e^}CWLBR|LDT$2Y!wpUe_Jnr@v_8=5WJf$&LX0aYQvyI!Fh=X*|u(8Ap zB3I)_z|k-Eug+>JI<4sw!`gGLRwM<9o;;sdMU9x#4|7G(h}dFjRjAoK^by@L@?zBY z75i|_yHy**Oi4Rm*+d#!2RWRt@VhDw_$C_|vF%*5cSyN? zQ}FY~tw)}4Gy%mQn)$6O7d8CEv;HLftG_bH+I&$Q_Qb(o>HA_nP^`g1jvP<%BgY~r zQ>QX2F`ZLIYgV+BFEB#adymVFoT5iwe?Nr$K0jR?65VPbs2m-}=I7??%Wtel){EhQ zrlhXkd%iuG%I8{k9kJ;BfJGwKwcJm&Qa|vd<^ z%vg?P9Xtz2U@9A&%ppl~=s)v&NZ2IMtOIK?@<`b8W*)9U(hm=<&o3^FToo|Rk*J=6 zAYZ;|58mIiA9^FQ8Hh5mg3`V0wy1kuh`*L@Tc@?fPCO1b$n(C+)dT1_s%y^|NayIe zQxw(b$R3J4uXm>KlV{Uczc=HY{;b)W>@Xh9UQ;)|evX42_M~IhZYWF1LJ_{SA$a+T zmP$w`LPYT}Q3Zc}=8^qmxvPrk<-@!;P#{N0oc4O|$wIVDn84<0`pe<3{Hj8~o*9>~ z#Ovy&<6D1XGbFT>eD5zm<=D2y^nU75*BXK+rq!gd`84=ud)vgLbn6QY?-lO5zDtv5 zN|^GzWWOsCbvh1Fai5@Gl#21{)q+(yi`hsjs`ll4YRUShD8PAGC2wSz^HwgXV0zOco)KpNic>_=UV)YQP{ zVKFRJk7lCg<*?paX;@a|t*FGpm9&P9DIs1?v4(~dq7#5AR`|`L+R64&JueNAmSiJs zzS0tGY*p%*V+JYPzKM81SjzmYTqh*4qutYA+368|#3$VWtv zfWf4AuEid`_@-v_*lA*Bot$1Torf^x5YJkI=*m-V;@EYK100)V-u0=hJNAln%c9_V znd!pbJK#JcyuWM})H|YDQevG85$oDR#bOCVQjG_Knbyd#Et1H9DJc zi|0T4d=HvY=m6mGhNHwIZ#vhm6~pIc_C@u^NPSCdJa|(esD>nvXvKYc{cJb*^b+le zBZ&45RfLDVVx8hkuBQ7$>m}A~Tbqob?vJHgo-Wmx7xWpMSCUt=A0?l1K|I~6GZvnE zfH4~%5m|FcLqW1HTsw*D1RvY1izC*6oZ)d!sI++V*IfbO7E<^{1!dN3* z>QiJq#Y6Z>HZeuA5=yP6vClgmyad{(`{J;y1gSWh)w1&XLP@1yzMJ)Ow`^4W1#^mE zI<{+NZMA_P;@ZDT%Gz;e*2NMcbv~?>-aaVs*P1xFIXk^q>6gMA<&{v{Q}A{yyhY0} z*JFaco!{+e31GLAqL}{Uhfr%Tc5~KAOCpB6@mTA0Ca5h4mZgRr!sp9-TYTC5Q}6EiDl)+H%mk>~4|zJ{U+zQ52YyJ|bP^=^1>G zMpQa6y2+Cw3T+*T6VY9Li3Vg#i|vR63M5q;^|CVVY*p^`L>e95o<)#w1)WjASbj2# zrw0~J60j`9OApc&=C6_>ViNQhu^0i_zVUDNM4Da}t)teA&R`Z1D5 zd7ra#Ni>!H65`NTkQItfK15nvfe%4KGl2GuN5q{+lk_&QPyl(nND;&v zTG-Q}ju^B4qB*xUeXYVDf{lep7rEwlGBNs|q^}FAm|{*a6ga7Q3uC-n3Bi3nhP_cl zmnW-jRvF~mNsKGK@G&3o3J8rQ;=i?M-7eCxvEo^PXGP#_IW?<8{xz0YuD>nM9RHD7 zMgP2&1D>|))*%N^_|ZG8ljP=`8%xB+e&LzDkXv68+(Eq4U|YtI+d&5@a1R2^MEQl7 zBgFFcen^b!4ie|QU!iHO>-p*;$=dX@E;a_+dohs?KNsHpL5=5uM}9~_%AbVi4eHr` z&Cfu}gM30!C_28%Q zlO}H%$LjVecFlMBsoF9>Lxj#HM@Jj&N8TS3YIhC_!I1dKy;EPy~j}+ z1vto0NSL1svd?&LShjyNot7RT#TiW)VD0sqRXAI_$5+jktse)pv6}5%d0AzkhiAA` zEmG?t-4Af3)_=pqw`on;4Q2w9j`d|e({Ffk$(waRUpd61YebSmV(@Jpc{~Muveb3G zgJy9^wx38wwwo?wq_92M2b%J03mqgX(yxOAye|9Ltf{hdFGkJ2=<@Pdpv=*G$N^ZM zZn%`HO=wA;&IpD^8-rOK+Xm{*Ok+2hu`q%_^kg=nV|KlQ3+h5$*>oOf(&sk(KAKeS zrX=k#C2ZuFh!z<&F{E$1^_|AmT4Omd1&3S?nB%@Z*)r~DgZ#usy2ismFfGthY0b$~ zO!r07X(Gwd_CC_F;X*`Z#DF~2FyjDxw)dLrrp-colK92lg(7kL0SYjRQ_%@TMV>*+ifN}{BIF)K9unEXfgQd31);{6Xmz6~wEnk~&8{l7HUv!c(z$LsG(8Ff z9|!Y0DZkvD{89u7`p`735;t8IDJ59wW|L1aHhwqe@nmS1_#yAbtK7FIltC%>KB+aT zSpP--R_yK=Mc25TA8!CLg8bBBiT=TY@+ZEu(}FFwqmjW>?r+SG4k~>z^5o;O-sqbfUTKB$OF=O)nI z|1_^n|W3*6hNI z)ALRxBUVl(E)%2~rImF=nO}emMB02Zf0+{}$bEl9-AlROdYu?q_)Ap)l4wk}__J~o zsz-jA60h*P&nmYMtO^~m#f|PHgz+R&;{UG=djmE*qHwng{+U1?{U< zRxk>y-ggh}8Bs8CtgrdEe&mJ8mdzARzB#R%RjD;*xeBtTrvOiK=_JHz)(I%h=L2RJ zE5bjHwscpSIHSSVF;l$TUsGKT=93D9PJ#F^QuXd$QIY{Y9k3CoG4w~{mKzrQDbWbz z(&VG%p&HtzDnBpSH*6RBC(xVc83#soKLHF(9p(?$(HMu`InR&{$U_yj77Z)oNcU|W zOsUxGHdd>VB;c#ore&JotMJ&OagGj5^vGcRJV9`cc)E~Umbu$#;wLhW>*_^PE}Jy) zA~lI&&HN2lhCtCXcXHS(4*w%51t&Q&m=}*i>|;P$d*Np<4~1wv$$yGh&+HCk_3n;` zTcoi73Q_?97nh{*89Y9ygpACgu>HtSfdkM_2nx8^|8YK0LpffWW4~rzqEcEd8*nC! zdkv^@9pg6odbl8h{d}XIV#s9LO=93rBR_5W zSf*qUO-cRyl^}pFv9u!yUvQkz9_Zi_yL7A9Lz@{D!s3_k5E}uU4-S_MoKx26trK8y zdJW3;$ULRki0XT+fA#wD<=NO#=K%mSa^g>Mw|z?dNjFgV2U#KGba`J76wSP!5Vn_@2+CDW(rHl$ zVdeZ7ldu{c$1?feGE#r8Dltus$$_zGDPHaiiH(l|&HIj%tFiU{E`|Zd_X#&3!d$dG zd+|*6*MvA0UlJOu_KGw*AFc!!SWO-Fw%JnnnbUuO8u?Q~sENTNA+#*XaRxZ=Ief?` zaSrT`H9C41(=4t++?ozFh{G?3r#h)8Ate9m+?)=xc-ThQs*1gO2 zFKk6vcR+NUPC6%N(MECHybfFMPqCNUlHOD^h3g(DXcIK;W=%(Mu^jl{f+=$A;{@!G zH_Mwc@5Kue%9+5tSY0H^wEKx6k^!#C@%)D5;{Fn!ts~75`G&>5y7}>=Nk&lS@5J%B zAjZy+PQwVyQ3602_s6<{X0(22Oz8R>QWCCmZwRMUE`>8luyfF?@t)1%V~q-LPOrYy zdzc?#xf)g%$7jHM4*befGlR%6^<9^{S22Q*Olsb9uD2-wP7Mb@iHpJFi&F8!~9;scd=-*jK~` zzs@97kfBH_2<>=Pes2+!f4J`So?_<}*KL|+vd6;Mvp+&-p&|=csz!{vg0Wh&s1$7>7H1(#lcK(8*+__$rSNREMb;>N6Av*B1)s9GD?%Em=pgaIP;HmvzY!! z@v+c9WVtatSz_nqMDNFd^b5+#E-(zOC5IsOrA`!5biZ7=4hf|B&E9yuI1!OLjN-42 z60!%My$8kihD_-!G{x+-hQ4sQU?T?`@$LmR{0xjdpxYtS8rcYX2v1?wj+1gs>65Vo zpaq@=1_r0BJ`=KvYCiL`&(?l!`W;v)zIREaC6}9lJ6E8+p8Jx0OOD6=TLop@f-NBe z8zPI{u*ClUq6J{K8HBs;6olNq;@XWQ&-68Gn)C? z{nr{bwJ{|~r2FcV_@#vF7JZ%BX7!w5A1E?3#d_~j)~1{AcW#|P1a*_Rd;~IC2{is~ zzl<~~g;MoPA~Aik$o3be#mKnrTbN9; z9L1W|mJD=iWu|*U0wra8kz80)Nn8<@QoMdKeAq1dvaBj`MxE9yA$$TRG#@0`ApP6# z86q>XkN%i)4j||1HsLf=?ke@C>XZ3ae@o{=8@2?elrh{n{$C6Ft_gDY zkFsqXQnMOKTy~$&hrs!O6d2$8;otnsMnB`HU<_r6|DsSOO>;ZS)f8j8jcq6LhH1+Bwq z4n$criAG@W*li{jt$SRLce-Iw3O4bjZJuG+d{occwDt9f=!H-5#(dfk^l=|mbceb= z4~{Ev^5#xMl(8NeC@6gdU zwFoAfko_3?>_nBr=NU(X$)>zaom($O8K5xo71bPtBy{O!WKzLwQ}?%vt>I=|z1wp) z*zHL%`WzN~ysLh*ItUShp+^f|livunMI;`r0cZ&@QXg-!K~rHBsO5YhSsOeTl~;Q% zzuM-G^2q4o*()@0;Jflvpf+SQpGs7=U_WgX2%%1(61)-&BsF{S5$weJXk72)b?zde zR>J>VJ8b?(J2Hk5so{8E*LbK%)^J$&#-EvSztP>^;&`^MCmqp%PLYQZW<>9*kX2#$ z&USv6asq*2!_JU){jM|sl{vI)JIS8NQYQo&X+DS~gAm`>S&1gNEEZJjtJK+TRv(QZkFi*F$3fr-^Iw{l$s?V}81UVgK@t{_+x>p`b$o|}wdi;mG{aw08;q2LF5 zy@jzm{O@4}Zq$eY=SEmW+kgJ+Yd1%DrqDP8L0X^k0c5lUk`Baqi#Kb@d`D%co*Aczw%-Hx=Vvpz@K!8t>nr)SpCFfhJG5@@x?Zr5pBGl1pdChnqbLZ<5 zF+-5G9(3}Qa-s{zb12@@3^>J@;%=9+>A&NBw@ zpZ@vIJq*`naaS~+xd~R_d>dMuD@n5@#BG~3Xt|U&`-1>tW?)yuYtfk(@<$GBrC1Tf z;>J4>DcSynyy5b<=yw(t(miYP6pO$4b|ylzSH>%*I!IA?JVxclC;mv4wd?DbWh3`DH@!ttOIk$gO?pgU;fKq2;8t12F||Ik#bZ3J$#Ih%N!g-G59n%TVd(W<6P?Viucj1 zTD7a>C1SOI$%dh5EHa<#^yK<^NHH%trcmy(&}(=-GLoyyhGh$_>9k3Uwp2b(Y&QMj zoq(F-(CV&4K!}vq;;O9Iwe|a0{Kt)QX=uM9*pnS6*i+TXEJK+7MnB&#e!oq4D%XX5vE7*et+n`G7@})VzA}S zgVR)y=3>Uze1A>GGA{SK;emwhALiqK;-Za+os{ULf2C*y>n{@xVP=c}UamFZhutgK zicVJ)FQ&X8PdpUL78Dg|TE;vtbFdin-K4Y z6BoAS{NT)I!10i%10kYyPf_+Lk_9DTgfyQMaXdIbR)X**!5+@MU=ob>ixEI5p8hV~ zS2*tMZO_US&EsU;xgaTUF4e~-X-?8 z1x0T&R2Vb%+XGAmr$f;XKNw#7BR*v5*F*^7NC4_H6H30Y!d}m7EP~wKamX0jDX=5S z29+iIcH32JGm}2QQSC&EOG=Tda@i$hwEEvL@v{>=NBWOenUOh6M6-~EZ;`3n-F1DD zsDBEag(J?krN0Wb7-PY+d9%F{Hum_>;P{&+J|Yi$y#;P334)zgmG`>VyDe3170&8! z2-3G-#r*I*nVvX~`gUQ8Mld_6)EGEz+bUzViXB!MMYU>4F2ZESVbRLo_N-}~frmy# z6dI)Usud%HIJJ3>;YejiH3N#KUmcsaPx0}ybogrUAQJ=V+-IqL%KxSR5?66`YEokO zoJx~_ru&=MXlXOKPb1=J5>AC6Yyskl4_5Xl0}NS7zv=TN>Rwt1pK(*Kt=y z0R`m^2j7tC$NFP79&BVIW1V;$J#NaffvT{TWF)P5B9)WaIWGkY={Ma8a*yQRGhU*1 zZFp6!;)>vy{-4t)$CV*XjBhogF%=JV@gQ}XItQ0a9{pHv+2XsdDyWKCEB`WV{~Lb; z=l-=#1b-<*l30lT=qk##JtKs}1FfM)xN9S`Eh+7pKzvz4~Fx}|88cpzQB=DWLNn3^T|X6W={<5HpA++^ZlyIa%08mxs^gOZBrbQdZ1Ya#mAboO_fzUi*5YpQg4zE7`{y z=aL+^FT{ZO(2xwW8xj$%Q$h4zZL~{{9NI@mD zE`eXx43RHH^pJ?qO}>0ltEydzpyf#1sKJtee5GR5GClXT$<3J$6R1uhk8M-J)&6B; zKT)z4mpZkFaCXD~-6nJNb z0B4Xx{g`>35DDr8Re($|7_wBSpyx*1a615s)rWl;9rx0gVQ3CvZzN#3QI2$$Q)>hXOjJPlTU-QTe@1J zXDi%&*&>f7%28bb+_ zyQKxn4IE!yS?ryT%7~iay^AM0>!rHrD_omg{w1d-UU32Ei5cQQKsvcY{^WnZEh&e}Wf?v?Vmj}(VQu=>|fjj;`=>Xh&R^v7*aDw4-G@e4N$u#dYO;gMDWY`!Jw>6rpJ7@dF{84QwZXzPAZyV{rO*X7a!`jL?*{=Vm)qLgjrOgf zYP+rgf$ET!U$Ylisp9$8_Y}6zcfNQ2eFwHA?m?^1SKdk1<$3LxeifnltwvCeC*|X| zei8j$?Uv`Eyoc2j;Xbppc7oT$uE z{AliU@Tt5%+1wr;`d%3LBFIOg*C2LCa;0^n^N_cO)Ms8Vcr18}CI@#jnUQ&12GS!O0yb~E~i7IQkie}mC~v-*fGyKGVy zFXizhvam)wZaL=nUAq^6w}CWtbVksz95^wK9uF1KraF9c^06T3)#c492_LW2)~--A z5!{J%&ySuhwBNR>Q2#j0Zqa4(6aM}mA_|;NH=~#;M^#!L=c(Gg$v^J)Y-GLg8opeb zFO-8YaBB%hG@14GabfY1abD4* zF`IOPyO8Unp)6gFo0MJ;`Y;9clBkt4aGQ^-+62bSS-LRPR}(QBZcJ?w=*v`RTDk4ZbK@-ZmjK&UXu+n6Ksjee;tO$N8zE;AgK&l*V$nOp{V zu@afu%&1MhBQMjAuP}W#!8hMa>iC9k_c{DVNNZ$q(d*V(+V}>Wm$sj3nr2`;NkQ3# zSj^!SC~aV_)*hE`#W(Oxdhz`7heDOzpEnU!soW;yllKMjX5YZ=%SdA9%pPXoNj~`+ zgvt|NZc-GkKplPR@d04Dd7lr0pEOqjiG zLxuWn*BU7gwSR{wDp9lA=O)uP;exsa!}KM!#zwUJy$zyBp-IRhwnz-y(=meIw{j?G zrK{u2lWd~#aza??FHJ>l6)1ShQ^@?Qr7or?YpetaxJpd6<35&XX%DOWQ7flib8BH49o9Gv8 zhCniPAs)_G^I(~gjl__b<+#U?+}`SF=_KZCzcUBUEqlK5j)N7X?`~0rnNL@di2tPKQS7%%b#MpP)^q zCzTMsvzt=9@^6QK)71cP&NVW9?JZdB-* ze^%GC)bwloW5TfMq%M2E-!3hIo!|}Ol8@&hWsgmLd-Z6Kf`Z_gPot+V6U_aWZ2h9V zm>5E{%aP&r;r!f@OX+Gd!p$bY_ssQoENdSUkF=<$=&V@pUU-cBjJqgE)QA6DG!3SZ zpc13s&xXRLHO@2vs`Oabe>}{j7ONpo?Ct1ZiO*V&6w}%lb{uJcYIH@YA z_y;6;_F(dda8?xe1^e*UIa_J!{u0RtqG?~scViEpqP(wqDC2B4*3~aaRJG=2rG>ZV zL($_u`WeTzQhvz3eR^FW_@f3^nznMd(fXC;94ZAA2zX>%ct!Q2=`}0Pc1hVcR?AdO zD+%i8#qdR@0m&_D`rZ#72&TnjnVmuMQ?z+f^pp>8L_4BC0>j6$_d0G#O0GjrY!(B$H?g7J6z>8dNqmY}MUa@OjheOg{EN5qDdcD?+M#o*t(T3$-%rh3y zQl|BWckyBQwi#T>n3nR3%gbjY{HsleC$^HjuYbi<^C_G1WW}6!JG=8qe;NGPOEdAO+4JUGRdsd$=xFqR^=))!YRcTZ_^-ZEFRrPC%IRGzRxu@dCwRHq zRq>2hh8BD{Sg{Wu?c7h%r-v~UfNWso9v@7N16heKE=a&-YU$Z0Qe{U9d@{UI5D<+E!4TWU zQ)ATXp}QFPbrFWNzv&!Tg<+ogi~Hf-{ZxOl+VQ9BQdmIr%A%Y+spSw~zj*HF3`mi{ z+`C@!nkIk+XbgvCp@O;~J}FW5n-4&|8$xqDovsV<9BWqV?iWPOyFY!D?*;zYwPSfyoa47tLB z#fL-4os5|cYpCPnXq{9(%PEDPGC3=!DEf^_OE|o8sV4Tnv~|!|l%p2wiq(g2ZTnb0 zoW!axKm3tF71~XPo+QauhLZ1_2UKz3q_yBNo<~nXuWaxTy`2Thr^K@cKFhJQ0Wq@ zYgrJ;;GY3jQkljisR)ZG)i7Qjf4o%xD*Vmm6RiuX>2OS8XF^Jl07tlSIxsv3y!6(W z7lEp|D0u$OR(O*t{eF=eaU*bxQmcl=f}8#!<%rUFCnhZ`cYBt8gAY{4*d-1uRWq9m z$Y|UObzn@|UXtz8rkv=km2`~dHDk_ObxLjVdS52t&OIMmN&UYtxz3Y;X zCCOxvpSq$ypTw4``VjS@?Z1gR93NA#g%^GRVv;~oQmp>W?^j0~@u^cNzqck4D~ z;916tLIZ@4->QvxrV~81gd^HAduU#a;cO`M1<%e)$TlZ`=C-8dBLivi>Y?-Dd-eGX z>2@7Axp9i*#LxTVXHoLA@J!OGSt0%`b zUNS~YB5ejhTR9;udaX{POmy@FfoX_BU-7sUrh^*~@eaFt?N8j zPsDZ`rSn~JiY_YShZMPxgts^-4d%zEYnVzt!(g;oR@JP;sw7}_5p&qboV zBT2E55H!a@ucIffW41OqjgW&Xo9lmw4Fhtbo==e`XTELHHopi^TobR}$N+jqm zNj}($rG|N;7yPrAJ*u7MQ4&XJ#+!B(yz92U^_aB`xO6%~_J}$NiCJ*ogMoPHTaOuc zHoIaB41=lV*oVLve>)|gsTQgse<75>K9-EXpVm{v)@Cf(rkI=-`i{vAhL0-MDY30- z1zhMRTCu9I?J^KX2gQoZKDE^r_W`Nbk&yQ5s-_m+FN^BjrU+~Sl z%=dI3(?%?ykWbcN!-+!QCaeySp{gxI4}1yze^ad~5Huel=B8&4SsF-uD>S zz*UK05X4<1-mN6*{5E5P;BmcueBdItk48qiWeh_U+#tZ^CE_chYg9Wg_;z-{$-5r=JBf=va7!s31ylIk%DYpMCL{F@Vv=2lIvIbup z({tDqn7$x*mp*%U_zgLmVy1r#3ARJiWxq4eRAf-N%x=neAttl6py3NztOsOZQTGg7 zQsGcdAMsn1YmZ>$ol)*G$2fwqcEIHbmJXIOIAMt9UI{~WhEqdT%AcB#V@DGr<#lIF zy`^!kXzqGurZERDYp#nQfcv7pwEnY=*g_$r0f`Dsk`((VLjri|!kfQ~xGzWj!=4L9 z{!r~CA=nKGnu2O{YF2Z%pe7=1d11L6@oAM4o-)`iy?#oS*b$(Za( z`ZSXT;2Y>5{8a;8$Y=?)0p(iJX;2}rK|>C=^7U|Fh)g+KHZIYAF(&kva#TAsK9xS+ZBnyL^PH1~b8QZd?7CQ&`PF+I*ZFqiqke zm*?;3veU9VU1t`C1J8~OK37#~nv3nuc>GrU=9Ed>O0_9$EzB=Y)}nV)fP#yDsEl)L z1XyKj#_7`W{Sr2MzhsJ$L055nqY-(x3$BorM#Ej8D#K(9++^b++hA?>&|P2lTgqg( z-U*j|QdWQA8+IM?c0lz95EX7%(2G0&;Zm!Opq86jSm+s58y^7}rk~wo&p2d11+4>6 zXJfeKfM`7>q?zbqgLkCHV5VY1zaD$gOEkp8kjwaSS$g!i2P88PYxJSEGps#bt=jd( zbofy0Ksf@;ZAz!opBT$*jDZD=txP3~xXT%tpd!slXqQQ@YHx{B^`X;v8DKTKG>6@H znMuOTtq+G;;jXe@!!FSz!)5biziqq1<^A=OK}G6nS;rPnk$pOhuhnhLao%o8-lCnx zOpH(CD`jMst56_=xM?5R;1m1LU|7~hy z`=5MBW7g|3!ZF*js?4?SdMBjY6lqxs<5o*xHW|R0ld{CEGY*o5p`CoNpwsIQ@F37& z@niL9e^T7Q69HQGnG$s!)0?uny1xzMQ}WfcWEJnRu?ITozYKWaEO_AwH2<7xCr`9l z?HSjkJ~@?#)!_m9(^@PJ?^hS;3_xn|weNqAv}U|MJYtRFXN5I;(Eo_=Q@DWf5O@qF zxtxQ{mHF(V2;6nI3J~Cq&jr?ib$G&cjS8KX`d|hdy%syqk&+p7yV43#sRHrz2F1Ua zQ8pU$sF>;u_8KhZrvyjFA*XRO7(m+kMzvbA>qf;7U$EOkx>lW^l14L9{3~3E6trE1 z8F6%_M6$)Z=e#WL-qReR-gLY*_1Pg9O=C$B88Yq8QPt$~89a(`t#Z9FWxJ}eaMr3W z(qbiebePJ(izJ!>%9e&E!w@_SFvh5`TH}6Dc{HHi=i+pSGW zF~Pj>Jm~Yvu0FU>v1$Y}Me0wL4f+y9PAC;Aspy^F)z@(0ou#Z?q+>XQWmelYIL| zzA<#ni!YV;3Av)#1Xip@Hf4pY=A2|8wTtS|ztNC20=sgHnYr8q1QNLqAPqoTad$In zFXqN^TyX(9KK$4Lr%(1qQo%<*IjhGPqk`9+7Z_zT_(J@Lg!nAEFAo>8 z^xfq39GP&%w;?yj<#&odmZUrqVlLD+#(${k3}0&}NC|zZs*T*0nXffo_Y?^E>@Stl z@Fl3_mZPF&4}VXaHBDBG#}YLvXGZe8@rO#Q>s#i^6-l3)w*iahP9ZG()2a4jnc6HZ zC_eFGO_q06W+#U0E6VbcatOpK=yOP8#%7o-pke-I!*8(GuRmk5{j$u~R|9O9=dRf~ z<2Wy1Ln849e&o$mrziTKi1QR7TC3@NuxrQS54+e)x8F^wPDoJrck?04!Fh4({0nR} z#4#+^fHq^d5%>Q4o^uP1b(CuUJDIG%HaHZ?=s|ZDs3*JYHxU~BxFSeKZYeh8-1XFW zY6GaUmo|=b>I2w#1;+?ngg$wkciQP6{vnJYBg zbvjE+uq@9QC=%21k?hq$pbR_Mj+?m) zZQr9zZ)hd@vNYQ-m|2fCk<9C(&xpLP56D7yF~0v{6;-eKnH3%lPE+S>LcwiKzkSDt)N~1n zmmx7c?03Gkom5ugEYk;wW)%HK!i}(@A*Lb2$9~!p`sDjSp9SgEyEuWQ2aji)Nn7xf zKA`TN{qkL+e}4S!b}{jc*Xe#-DR4VE(X`)ymWYeLcs>NHy_Z5Nde5zXlHZh`diN}< z>K46Qk}c5p`m&>In~|kZ(_|+@6kzewU7h1=dMx0$?nDDo=#{JEdMw-F%+7Ztuk!&< z!Pg8w3n$Bp3-@Y>zZ= z57ReahDakyEo?2{yk&mAG2!cfPC4qlLcJ5d{EYIliG7;>eIPvetjb)Az60lE-6j?qr-f;{+v^wL+vqp&^TTfq!k!?l%dBaj?!r#m~6 zt%c5)a+=CYz-5WiMS?<2o36lUDCj2{T?3RXCC=-`U$S)F7`lj$+gC>-)MZEFn^HvV z^%Ks|8wUqvf@+THU67^)limpXUAu(-0q}nMrE|Y)V|`$zvn62#_G~8!2&^vQkh(37 zXg-ixxR@J}wC~Ck24zua?RGHhjUw%^RSkuC9CoQgFGsY4!1}vY41REkJ77lmwaxo7 zLg!ym%!LPrA8SblR9)rPzz1#m@uU`W$MkWf zfNP7`Or@x3UHRcHG(gux13`*h3!{WR=Tp4K)Vxws6XZUF@0q?`h^UY=zGWG7FJL9Z zM8neMfuh-_evWTQl`H5X7*(gR61a%3+PJ$iZc_Wp;Q7vt$({h^Lj?WbYkl$%Gjkd# zcn}}nFuw84<|-X-e!_sL&ZI}2J+lF0m?@Yk!x9q_ryZxIU2wlHlOg1=z^brQ)|#>z zxZ8b-x1pe*h>xENy-@Q`aywk*sB8Lq%YRTzv-|QP@8RO4HdROC1RoQspoe(N(RFV}BdZ!m`HIVfj#pJH0FB6{BqtAsm!wY5tq zsl5;k51aP8()@Gj-Nz89jNY8fsFpG=mOltx38%O$N3N0@WSQeS=1m9%3f$y6AdXgT zvG51!M&SB%IZq>cHrQ75W5u&4b_ccnKz!}C?w3uKiqkn5&I;n>1m<82D6v)H@ZWKv zQsgtXH@iTH`=eSjMoeSKWI#)%a=lsX8Q>XqTz+HWk#AoG;R%Jjs6@rbr!CgP)(k~R zrX%cK%ff!=?_CfL9T`g43C!-(*%c+m%p7wL?sN8b)q1Dy*A-BZEqw_;cR;*yKc*j-d;*f}Qj4<&@ z9`tGgtq6FZ4w8Uri=ab0b4>nkWsB>tl0no}Oj8dNZEl-}3)Mp_hW}9MUS^PR+(kJ3 zoAArV!%}2K(?0l4y{bHmN+IRfxy5AjM-E`EE%;ql$CD-Gs06I-cwud-=LnCZ<4)=J zviU=IaZ=vNNdcBiM4XA)l**VchlV<-j6>!7$2`0|#w6#fH=esi3CXsJ4R|);iRExtC9FKHn`It4o&Bq#=M`h^4>qTBMJm(#br1}+?L0@?8%D`cx*OYUs*I;g z6^OSe1g%E2-Jki=xY`5Qxg+A^b&Z#z)OSa7t3DdVhM-yy$60{k=W(Vxn}RYh>8VJI z<-h%^-IS6?7ZPpqf#PGRAy_ra)0li9Cg?hAgefnB4kgJtToO*F$*}8 z+&v%I`kv=`J)BlTx<|a)+)~!VFd$DyT zEdIsFN)$@Ner1S1Zkqk4QY zj!RIHlD1`YjVOGJ7K$cgNEZDb!Lw7(RD0InvV@?-W9wAwer^oM{vsI1;i3R&5BX5b zdxp@t^JKT6s5e9F%xnZ$(8z%s<*9*V+cjfm)4z)GIDh1QepWbR^^?J>ulQA5D-kJ* z>ZU?|ldgI`o_z+QcVY%zMvU*HU-+c3STU)2Uy(u{hnNnvR^N+9k}AFSbV-21LzHjU z;35TmbTIdM{$eOIdHWf-)}W~?BT}~jruicL-XdMMx~-w+u*oRh8M*5LoNwI!zkUk3 zple6pG-x?Q=dk0ms`rV|h>Euy>@wx<8&utWt!O0(8!ULwPK(Q$(CqfY{d#p}Rn1)i z(nDG8u6#ZFDzrNNQ@D(r5D{ZMV>HOBa}3yVp>x`{!)4okquK#kBXN8^f#+CyYu zDJ)@wh^HcWR;fn!4iGtzz#2u=W$cEmADfMUARSr{@j==sbPlLZ=J4&No;ML=4 zPmQGMHHXI5VZmFt1buv3`;J$BV4`7u(fj<(D09evj`{iFr8=e0;WJumUr-!+QqX;jZLo znbjP4_PXiU^x8G>a9f$Y1(n9q?;#ibA*39iza(}ovb6h$Q zP$pL{4CDinP#22z@kT(k=+Pku$DW#eyFuCv;jbSZvD3}ZkR@M7^uqTlN)1j!jz@fW z(htpxD+(&c0-rXq!}kT^Vkaf7$fHELkt$e(rUr_A|D%C`8J-XdeJBS9f5hB3#|uOn ztKOYU^m(wMoh7Kq-hg`yNuJM=y&lidQ8Y!~t~*Uxbg1~M`9AHa>1H@0Rmg`zOZSQV zNJwL%feXznH;X~$9XWGb3a?Y;*5OgbZp%@{&Lcs^K7yKFUs3`bTmEN}71<}K)j+Ua z-u63w>n}7a^hkZcnCuZml@@=7wWM)XI0|(hAPq&x4VZJpC92G8Up;MH64jj3a`;@%lf8lcvQL;Y6L57$gq zRG^!!gp0lxDe~B&IEe%tqX42D=x{|-wbgOzg}79|uRAAGB63wGi*jyicm776=_=@n zl08`D%<9vZ=lJ1ydB0lLh;1NF3N9&qz7|wa?|l(Yk0)q@tztF`YD?W`b?HXEyfDI6 z8i)X=NRej^Y8vXkr4_}oXB{9&rr&#>g!>77u`C7w2%t&bhJWnN48d zT*Fq(ZMR1g*tW%4G4W?tQ^Kpuv7N24Qy%7Z0eER+a<|x<&xcDNx{t4#z8vJ*%n3f< zXKO8K7m@Q0{d!=%=?J>o^Yy2%jOu4xi{b{bs7>gv{;^i#?g=83=3A#iuj9< ziw>~n2W4euPYt>53oqRcYFMKP6G9KA8GX0MwYl)ow_*<0k8e8W+mGGPD22Rlh=f+x zBmyO);eyonozrQae3?5MKDqjx(QtK8oxFpBB?g z-aJ!D>k5LRy?18UDn}Eih8tkUmM*Be~13SjVp!62Sg*{qg$}cXfH<8!;a1) z!lGChJoP78FRewZ_0rx{Uezo8Q0?ysx2z&8F}9J=(Pj-LXR>-4vA8$4irM^xXe{+A zTca|%tPDU~@I^jeA8HY_?RMntV|twuAi~lC==;!G-4W2V98GxNX>IIxc06#Nwq3j{ zL>i~+qqw3Peh(MC16S>`CZOt96Nula7}CacMRdJ=@o7H>;20mmg6HrhqC=9yBe#WZ zi49L+QM|9F^J@K>PE$anyV^bQRKAUvn<-nn<6=-i{2lS?_R}Up*i&xeWr*BZb}=k5A0G&jn>IrFU<$CbDxs1m>D`%+ zY|=dB_vtIjUt4C+6v4+5`o zxlY5nu}>a3xAW4G0Isy1XIK4D{iXCjM`-vf&E-k3C|W(^Vy*pkcK4bO@&4Sx#@0@K z!7;R?FUdXir@<)#+{GXy#Q1D0(r@?LIAPXo{G)2-b7X)p5?(*zB+| z;8B7W$#L0X*$i*pvHk9a&itAZZ(8Yi6@7k|ym-;BR3`{>mUDPHOLkzy?@zOlnb|#v zE?eh_SqokYpeNF65{oD@$^16?hB_5S6L4v`z(AMB7#DP%Q{}*1kTjRL&@i=pOkw`5 zS6d*pH6&4`cGD)=wmdhtFstS88{K?IkKXGK$?i!RTrG3Tp|T!6eJVW~OT&%l1$Q$S zJgt#Z9>x0X%W0U|x~4k8O=BT4Mj=wU@4j;H8SSQnW9R#%r1g~?MNe% zfy$m=4(duGb<%;C-9273(ga;iB6ws?qgp|+@FoV=-$hEgXV_$HgxDOgS>e&>m1*oImsm;&lqe z%_6c7h4C+Sl!mjBIvL4**dwa<%+VyOKnlDbcf_+6V+=ag;jtSG&rKsSssXH8rIl?b$F`qGq`a zC22lnLZo^32qVwtA*Hs1WzrtczDhCq!WdLm$UbI~)cieTJ)J&jE?(j<#ppLbdRzVM z@Sbi@i@Jzb&g3H~!gbFE&a6OREO=WRf7t&jl%7q8;ozRFw(5&e%n);k|CppMI`n5s zyKkiJzA{F=&J!gmSD*y>yP}e6e*;^b9Z>7L7KUqRAgE2qdbKURefNf=kq>+LfbbmcxS$uoeg30$?dHa$KPJZ#HxJ6zc`Iwsr;w6vx&zZ}|mzqWs)<9{c9 z?Kpq#H`v5{2YOz!Go)TSaKKKNVmHL}Ny!8SyqhkgD(iQL^K?bOaJ77j=6l%`mgm|X zwXW>~kTYi+PlZ~Q@J6`g{abf{?gmgXCpZLpR4@#JmprD(kJ)Ys724$ASy_BJZhYu3 zXa~=E(E*?D^xXBhLrGpAwN@Qw;?5ibI#j<2KO!is`oPaT?Xh}};xt|OyJ_&B z+G%_5?nWxW2he7|tv%bmA&D$F85{v?c0{LH#|=oth{BanTOc zDE>9vvBCs`UZ2dSf(XF9Pv+!y+w?vV#eM~cij{2!-N%Qj zt#x?#94tpx)5Gq2_-?T%RpyTE0kkG}>JCaZ-~b$1G#rsNWM&i%L@ zMJnM(TXq@++DL-~Xt^Cntl>mRRirdUdqli#apa(X08OK(zO_}}n&jQi2QpwZt>Iv=Rq9oyq`QY4 z5#!t6YP^Ark&Pvvs0*1grRuK5pp)q3UR*a{SQeflx+#F<^_>3sW!f_9X^K;u)8_M6 zBfCu*VXvgd1G5IzhM<2EyufxhPF(w(@u6PO?x`u3Xi zIHfvGM6^{m<7E%_u$sMv3Z1`3O7Z;Ewfj7|kIwYCjv)XUrEj|!rf<7lwi0Yr)7!0A z)7?&b>KN6t#r+~(^P%0`Dfbm32SU94g^<~tl{~WF%R~&C)Ud9RYtWZE7&)kfpftYR zsWlt8(>1$J-M*{@WQ0idVtTedv$CQk3}GU; zSQ}>)(eM{h!sazFZIK2AIKKSKBh}kF2qx31n}e=%Gheh?5fr3Cp>(duRnc#kD%E&5 zgL8)jkvxFpbiAoHJH`D43XJWG24EFf1Uka=q z&0(U*5#to zw;i_U%_cgZ+!)iZs^VDL^tT#iXaP;>1m+dCREZkm%9iNTRGHYi#*vC%lvp;RTw1X0 zP6>u1ys+@jA2a8^*H)Hbbu#()j(UG`Di>ch=!SM!J&@zl02?kpVam7JNkhB8vr`2M zS@tIM%M{TJxKg|L%YLi*+Tt2WL(NSjcSBgr^Cd6iL|=}y$W3_K#x^onfUhh#pI3bC zW22(pnuymQ2~%mRAysk-G`qURf>@F3Q#S0^6TP;lEvj(lPT85pDVpU^nQ#4Gs8nss zsMxkkpFtH4n3_RsLB#1+$di*a*BhkQST*|6vSgC83z2ok@h7N^{l7^n2 zhNzSpIdnb*RnYNF=Hx|v55Xxi#55@xA|D=`TkjpOd2x1s_ukp{I2u!#jSWnH=&wPN z+}h&OzCU;LRcr4wfA`PZL#<^Cm#1@ahDE~P#`{=t=}Az3=;y;^ZFFVOz>Kt4;G~HW z{f{xCAVgJk<=U^$8lZgY_$+KI ziW5hwGe7!vW;Zl&X*1#cm%Nw}I|7Ze;DrYiUA8r)AA{%9g9jYJtggA}eamcHz+{aEr$3ots#{N0|@50=9Ap zG$`?ehm=$#;l-KF_efmldcme(Z-?X}eHncJxG_FqmOsTk_h-s?+x{aNGn&oeonLV| z+DVhpB%+Hvnr=w$tl&Km3y=P{mm1togk$ZnL&q;(?o}3j!2CL%zO2g7UDIXavU_Qe0YU^l-U5 zn#r%`)qf)73y2}zJ~hTT(=zd66yEV^SU8%~_VHuc}Wv> zK>bHebPd~pn;SQ)yEq8T?ke5U6xR~fvPd~pbWX4LURrpKz@WTs+t+9TnR3~DedO1aKwx6&7fZDu>aj1>DnLHqU47M>A-2WgGZ7T_ z6~^z^82WamV$+ISfnvmZGEyTh7Vc2(JXCV;YJ1&4;HDc1QKn8m-hr^9l4&XT(gl2o znrhU0Nq0u19An%Z#xnJYMvbpJqIEn>`mvK5vKH3w2hamcLK0jkU1=ZN!*=EHc}yNd z#q)Wv_aptwbKiO1glG2B(E49qE)M-BU1z3;S@|u}K+@52GCTeRfA>AQpW`0cmroGr zix)b+Cy1X$vK4)(GJmzWl>=ZAd_N5i_HAi~C(#)vi}8(Wz%ymw5#bv|uG>!I5&(=aCNbMOEpYwx<-gU#V;R zFA?ca61XY2NH{2-fae;LIG;*^`NvSB{Hfq`q8ENlJT6yvZ{q`EZ@*=4dQ3B(|E`hv zm&+0j9ZXQ0Xt-0L3O|`@MpiFz1t{ys1u!=!mS+J`oK@ICC|J)T5g=UGmx-F z`k8kDx?yN?VvmB?x)T>f#6lH7;+vx2Gm-VIZD{@MqPJq`T(Xz3(&DbqY+-D%-o35c z;sRdyqA3r+)7t05<5=0I@ASd$ke$^OE7lsDsAcJAmpOW76LHK8b@u};-FPpVvt=we z+;2+2d1S$0cd4LM%s3h?L2{ixNIfOcp??RfW}uDGAD|s^1pPYl34p&_H&O`K+9htV zI+=HPEf2$;@K|w$-qpXRiHbGgNr=8}t~7lXSWXsS>Bws(etP52<@Akt+4Q8An)(zE zflvHde!Y3CwK{#RxcJNKYV84%XZc#90S6vPEaMrI8qNe=vidsz zLf#HgP=uG|>8i|hGJvGhdlq&S`Y@LV#XGd`7bL|3<-uAS6sbmuV28+21sLtO~1SgFrCC`=&UO>jiWw0h*HQ{I>&p_F=6 z5+tVEh+|4SGa4xU&pSYBSX!4W_EoAG)Qev9uAMk@Bdqp1+j|EhmjbJ>IiiOvlg6rP z7MNvei7hZhqQ;NwI3u{~qlAX%8u&O)A3em&9%wT|h096jif#mwT5Mu(4`{ZCPhb_|3%+oAYQdO(!r{~PNm1E~LAO8GGC{hzg>6B>7;OiJkbsC1 z6>Kv@1yQCLrS+Oqpih3lm%Dr`SY zJ73cAcC7r=K6Td3d>4feL_!xjV<(c|YLbj=wdwdw)jv6JpA{DjoAlU>8!A>HC3L3l zweTI{r&-wGTt1M$kAmk>c9K$<_*KlJqLsW{j8_owUfYIaZeen9R-*R&ERG;H?PM{5 zeQ0Qmnwma|qLz?@WET$m5)Q+cyJFmRSxd{}>>z(^DQp0z7YF?$fYQGg^nJS4ad23c zs;^LzgdGqpM%*R`XKq`OW4)m2I_4Lu?DlT_!i|+vMly?0ToKYlRz^sPS`OCXhp(FvUo`olYwwJ_%At}+%~_XI;k*Ob+rRk zs4S(NY=hQ0 z&i?6v{zWQQs>+`+LU=F114g0!SP~AayA-^KD+aQPb4Z}5 z1IIWX%*uA3{klhW0xr8*ckb8f1QoG=6elV@e#?IfXFgoiFU&Of@uzc@n;q?)953s1 zt=Hh+at1J$$3nzB4e+- z`*Sw6S_PoMKGsK}Q}p6Q4a51wc-M~Dbc{*r0bc)MMSWDoGXf1lAWCM`7`UxjOPm8Z4ik$=Z=p&kr1hHs<&5yTw=)?lvH5v6&qqMbr6ltymhp64(uesg3 z2c{PgAa8OV4M{a_I=P@<4*8BN=!hZUtX`@xJ;rQ?{L*v<>xzBw9Z$bWve z*t=$rGeVl-B-Q#`?h#<+zo`3O>$gJHV5c<_5~a1MqSP0yV|&Puiijta)*VNV$L>jC z6ndRw=iAbtS1vLeQ$dGrwXpi6ssw42ZcBf9AAQv^E~haUgfFvHV~JHdZ*5#O*>y{# zwPZ{@G1&0}<~Bz)qLw$gEQTP`jgx60f^XQ?)$2a>rH+Pm)W!Qi)4qI!q*9aq&9W*Y zuR&3SvcR@iq1(;4A=LZeK!rXP2KPAbxr~qhyUeN&jI&{p2`?kc7WO+86U#Wke9q!% zrR1!2+dYFFwxMx7ptJ(I0V_f!fJC%C%?A1yH>qzPzaSML0I#|bt`?IQLWO!BRm|s% zFu+0GqycX)*5XmLbG-%2=iWb!8y@`0iDatLzu>MmyCbH%gO2Ve$uho8gIbGEdbq$5 zqPrJBe$OoeA~K1;?-lG6iM1(s!mlU9lAm_N6Oc+i4c-R;+wUP^xh^{xQO$F z#0RbZV`EfV8(aHny0jD;Q9NPrVWeIHKMJF{K}b%>g=(B z$%|7@Fx{QSdZfY?FX=REEzyjr!kZ%t3Y%^4sri8IIYb3k_-jw$OgWP>FR)xPkZV$t zEixz7HQpxoWGdMS6D61IC3+qoxy&2x>=!*4S|re(Qy4!$N2xunPm1 z?v3;ztJ)cj*^%fQ*}Q8Yc}XgT)f%b= zT)4>cXh7n=P-ppEJs4j&5_|Ua{gH+__z^3b+(*%(iUFJRE%SLen2vU>Bedn#KeGAS zuuzsjTracbG0b1! zBM&#rDm8#8`@69ihMVIX5=7W~2}$IGk>O!nKIdYtFUd%gVQtn4gH4!lQyYGM#|NL| zvR?&U^A$6)1{a#Bv_6G_n=vu(a^23>uTOu-Dv2QTf{{U=RQQ%$d!Oks2e#c$HjD6Z zhau9)vAdg2S9@cKcx>VX+QYuzkhx6sut@%7UBBHg`Eh;=E%@S2|8e~*qWim~L32dh zxEqFWqW{C{tZ;3z2AyAX?C8P*=zVCtNMOEDkArei;Kq!MjX3Il^!&I!Cp@|f5 zzu_e!u`g0}q|O2`A2nQ+O-4-ZrsTX|WfBG%nS#`GqbRYz>gl04F_Xsw|M>4(nIkN+ zM)AhzYPe31R(nz+S$9yaMtLnMYAQT*XvRO^+?RVq5(!8A#-L`gytbD>#2bz6XihW+ zOLM$$-oG2c)jTd-TN+-z!`^02=}H0bvpRyzsiN@4W4mDRW?O#-d>8IQ#(DKTgo&3# zCjD_O?YNh^^mzuj%h0(m@_g!=R>D_xOWd`2fq}>ANI@BKr3F%SM-g} zn#8)gwzQo48!=ep*d0`qB3Sz5M1h*iC&l>v&*g?fIr)al6%TLqQn+H_1L0WB&-HWk z&=eeqJ;FR?H3c!iEor|u+QP77kal``5eGS9%@bdYzH|8$6DeHDW4GNfRd&|CSKDZo zZPmwSFOoApUQ~)Cy+2ewaD8 zlenftJ$&7E*=I;Q4-_>W>yt$&#*-;OCdFyL`Nd{+(&yQJxF2;5aJMks_hkK$!IXJi zyRxzZo-0*T%l0V&9Y@cW{}a0*LM83({dt#ftsm~MHi3utf5g9cSpCoV_rnKOsE)xk zXcxhKs%u0ZqDZYrIPCY&gB(DCvF5z>p}(3O4#d$6f)PBI&6l}i>YL#G&Lp*2OlXWQ z(WTkI^^~u52REvtx5mm>a8q7`>JoPod1{5tR{hl(AFvRE9lXRi=F}#SEsN@xOxsI0#4+vVc?I|U-mjtDEM}G@k7mpExOtweA9Ryl67$jSa zgxa;^IVqzBlNUPO5V_gQbP@(sG8-%8B_MBo?e`F${|~3y-=NjMWK9Rp=@Xo~(3V9X z=+ChY4T~b&%F2dt;Z8(L)|xJ+WCj>pfaouuA7zG#SJWTGU{3}Rr|i31C1^H_@;ted z_f8V8nJAVF225v-VquePw_H5QscNAvY$j^MF3V{nOy6EcMj>e)vT2;`E&y)GFu~=r z;GKDPXq5$f++2F_#+PGJ1u2cFdo3s21P*9C`{mG}Oph&>VPZe0hh9Ef{}=JI&#dLl z7-o@_DJ%(lmIN4Z1xnNONTF-tYsTVI_!!doVe!&qhdrPO>Z-Z9uH`kxCLiU?Vgp&R zdrsUjbqqoZ9zq^#syH(k*wh99O$pA{%JH8R4Os^zx9e<~a74uT^tV-z6O^H}Nucz?n1QS<*#~5H>^zP#A_i`Ye2z5h z6n3~c!AHvup(UBlG_wbLFPNlEGNG*>g*b9*AInjyD_!W;H(5-hkL0quIg~NV7CACy z0u8=PhzlX!I*)$s!R6&kbpX@Bl{aS`L|H>_hUO!;=dqFP`{V5GoK)A z9+spe)~OsxmHGP9X!@4Uj1k+9#~2mZ5HAJVWc!s9o8dvoIZ7z+wi4cOd`9GU%@Z+p->HB$G!&J2 z6BMbVu$ZPGVL$@AyCNMYqaU(MEXpbt^Q@O4V-(+|PhMS&s|C@IlR;jkfjW*U+Odp{MlyHcv=On z<~;k=(CjM`7Nb1hs_(OZmFaX`Laq?I0h%OA?IPkCBUy7vD&T>}3tNglMM@o*9!1HY z{(WnLYL~}c_)xUf7@#j#Wi&qA6|eUtekrJ~l1O@%hZ?906|KQlXD6c*9Hd;P|80T#xhKzE`ugTQ=rGMdX(>T>Gn-@qT6FG7MQ{E906W4wwwr2Uok|9!t1;JU^Efv-4|-XUkr{12h?GQ;Xh7Y9 zIN3q@@02HVgc9&7P|4PmHhm4p1FH zAA*|EH@TQhqUgcw*r`%(1Nk~5_5+r$mA8=@{*(}xG$@qK2n!M=dB+&r(Iaj+q8&~? zcGrbkEg(a#R~!`$qeZLJ{jLhk2&j7IEnPwIR1Cqdx(k(vQKxr0U; zl?{xeMgOvI{c8pzSD+o&DIoKEv)gh`z#U*+|4(vih#)1LrIvk5TN5Xec<@~A$NJdM z&Y8fiKZXD%GY^4$-)o^9;ZB~oQtSU9?m$zzp)W5y58cNg{~w|EBVY4#n&_`vXaMSm zW@96DGb(KX|A2@y{c#-Iy|kl>{eA+J%yw)y?sa!^ZXYle6n`1%D=os%V($zV4kR+V z{QMXr7*nau9+E#UacjHMw|tVmRI`VH&8R;5Jg2o(QyFr|#oSTFQ6s%GTl5(n?0~H` z9+H{w#@Biq$p0=bdBwa}f7(F6pTor0yIZf<`panx6}o*bwGSi&kXgkwqTp3P$Vzm*Fva*_F0-Wb$O%+iS#^+v@3lG zhIL>8b09!G{jD1rHt&C%!*86?Y}~FAVjAGYtvkcNeEvDGlarVCKQzmvA=nT1;&PQaOS?@s9n!fUl|!w*X4%0jwot1t{`QOG9Ypt*Ss7^Cm>v=W>-wJ=fh@R& zIWf_ZD*ZlC*vVhe%K$t)eA+Q}{c230{Onh~H7?8jmyB0hk`SK*oo8bSt`|0WeQio4 zr%>ilni}k|_wX$l?)+NjcEttWXIu?skl0|Ey9-wrlGFP~m(euV5G5Zd^s|1OCG0E( zTmC)HBYgdj$(B7*1)M~%6-7?3rvC}>R~19@g;hclZT zK)Werv{-Bje3W|y(ZALhFbc(Z+2M)4BJ#uXhD>?8i1~77J~`MtVCZ=;hn4h3cpMi( zA{oAkQ(t)wx=Vg!d_K~0!&tw?F@?~F+MfmsT=aDyj#Pi@WK$7E)g!gSA^&D$;DM zeYUmA%;j=-D()T(&sbnEOmu)ACn11|Uw6|QtqDke-Wg*_o}(LH;UjQqL$wi4>r`ZL zLZGv=)2&XNyS)o9Q&u-wAu6=EvP{VX%IHzM!LSM!tdTvN{gF;q$2&2g{X?J65N4x^ z)!}k$MhSQ2wx5{PQoC$)i(Y6C( zH%a(H#SFBJ0~DYCJ3Eid7yQ5Vas-o-l19@wWfHV*mx@H8l%UjIchO;-gNu)j&@~#*;MLi|ES)Ri{TEMC zqNhTG3`G<`4ZVGTsBWl9l#Mk8+2TydZ%Uv~D*S#?+ z+SvXr)IuwHmOSSAt-$PKB7n)_!u`@{vANp6JD-J3SwVHRZlVbS zXT8fdX-#;cC38~6dSt6Lb^;YjVT?|w2o9+u87$Ysi^r|TwI0Orx{ct~+lI4;8DD`! za+YQeYBAn*J6?<^bUI_~iMG>Ud8R(~W)4fsk9c?iKC;)G&)_dwZ&wtrY^j#ubaaI; z=x*gSIB2_1ea#TA;BK!~mXeP}$)h@^`pt-!8B47_60N4Ulh8TZ<8>z{o5GsnkR9qj zw($N3$<;K!SF@i8+TFU7kXq!#06yPa7_G^$3J+QY9J{TOjiSrVN~Y}+1W$6DgT#%| zCjS%elg2on6XMgB=9J-6J!K-)woZCCmi+tB6XYlQyZ=)Zj;X!=i*{|U$e;BT|> znL(_;pYdpey~<)xV7O{q1!7UV_8hbZ$5Z9Nd$s-=1k73)*nI8K`aU+KEx?gVQTs86 z9o4q0BJJ4rdpP@%| zWYdfrCzh%Ynp1PkTTu&c=lAJD-VbU(how5hc!j|~^ZpgLVnW(AaWZ;%z1e>5#0%pz z;^tCXvo#}s=3NP*E$+^pI0NMzkTK5AVnUDUp`ODlk>Rp`j}tsZaXvr)^0=WDWyjn} zKqp06c{wFLeZ=*(b9{V!9US$8;;(-;%@$sZ#rTu&5)vVP;iupv0?%yHF+bfqCA5LX~>#Yclu?do^1Mfo}DkJbYeAp=%*(Pg=s7U@iu~$#Sr+nnTO7@iJ|(+yVqNpL0R3S65D1gOB)9LXYX zL)nkvJ;;1(2HiOdKuI~uTtxA=AD7sMn59kbzmuf99vffnsb(1PMpPC3Ka{;ySX*t> zEn12eio08JcXusr#WfW7;$GaL6fMQwA-KCWxI4j};vV3n-~RW0_Qg3D=Q>Zavfg+4 z9COUNm{bNcI+#VW1xNdWIv1qogmDVCeyo^laE;{u$@Bi*x5GawSKl%!tJ=@d*08ah z3G{A7QR>cqKAZgUIL*w2u1F$DIrNmU`caH)LzQ?i-T07j(DtKuSJWI zF~)$5QRt5fTqi|bUkJh)p}yFGTbC+GqmxfHF!rB`e z^!`0dDYOWcao%FE1V#rCNE2Jq3h;cW$;+sdZ3UYvab0$RCJ(_JKf*;hQfKu(gIG*^ zVn1uuZ1fEkos`<&P7%&TbCRWm8|yy}gh9I_RlZ_d1!vmYdNo!`E}X4siLfq0mgfI= zCM-FPYN0GJoXA$!#&+&Dg2Dq;3;vKFvb@XjSxNu!!Ueh1%$ej#^9s^d3)KV4f>%PW z+;pg{-`LoX3`*{|To-_zdqho@8@*jmD*A>neVF}}W*-IlCWib^U%t|yZ0Je3d(b|b z`zASXSdV@L)s*yRerISWAEc`EzZ|w_sVD)_&2Wwo8d5dNr~go$*g%%DCF-pK7yelx zUEfInwiYSxM znC|z^*X2Z`D(bd5<5oyM?kZ*UrH^5FsN>}IXD}5E$}Z%Z>AEi`2XutOHdeWX%NSCb zbsEP`OG@~?B5Cj#jrfg-ECS>)i?XRPMT%oZ3qQ7oI;mc(JuYZ=Kqf6J*NmmAnB*}q zWkC!#WG>B9#;x(UF{1mA-44aPb~u`rss*0;zogZ1x5tlrPvu5mG%4SYrf^!2tk0K1 zP0Ifk%)wu=|7Jvz&HiP`6Qk6pZ5 zg$_z{G>^eOuyaURPW<(OR=Q_hdhm*-<8k+d*{C^e+@QJEeb&;$9^4yGY7n+MmO8!) z1wTg*D)QC3mHp;8K(|^eWu6(6RZ2WW_hw%PTB4ijIx@~?o-B0$I8elvLE+;i4n5CoPS`gI10f83ONvb18IS(rIwU9A&*-B z6J8JPIkla+otT=DFx|7Iy&zBvnI*>5yNtrrz>^Kz@{7*wn=IHTU)t{kXLcc=YbDN0e) z{VT@wkB8}By#vY;^q-1B=`ElX`@@o~S*N%Gja{j*4vM3t?>uetYV7P(o$d zEy&59WJ#iRU7l}tes;>)nQnB~5|Rqt3%9iSJeNR*H998YcK`PC@Mqc;oW4ka6s{M?jw*=+twPMsf zFdhe$XqwH#Lhkmr#xiI@J45H+CNP+JYF1;lR9Jco`%m|zP8#WnQu;c3myx6xfgr6$*?!5-r~}o~!2>zn86qE${!OCeiP2i+q2x zdCQ8*+QmC@O4HsK;dnwvXAgI_9LfKp74fsE6@(|Zwfj=XtO+X0M38hO?l21uen=K0!NS z>Vp3h?`JuEAJ&<@8Y~l?sPXRnS1`88Pr;w7~}jJJeMX8 zow~V`w@r+SFH^V1$_pOVjtzz%O%(k`GHw)eU&WW#W%r&DD-V#au;28jkzTii7dAlsc2c3?DOEp-Xp-n?VW7oWp^K;m2jjedh;JniS{NDd!U zv09Yk4w7VA4_QMEEUd=Yius~1vo0ZyNj6Mj40hDKj(>(;C9xS#^Q-Z2!XIb}t=C%- zS7;F^$2LPd%W>dO77F?ZKQ^>uRBeAmng>k|Q)}SunP;vtgu% zb&Ds~4OBbEP!OC=u1f*g`FsJ{mz${PUk_$xl6)i+)&=pUEL&0M1kq1w<>W#bp6e)+ z`;*zq$)}j+oetYYW*^II(3C`qpfwyCf6wXZ>6!W%VvWusj=b)ypFgo|-uP^0q@P|C z`cKLb7ajV|VzY=#KjvOVfi#|oOPWHs;^KLRzh#zi<{UF=ke?);tQ9pcgi5=cr4t@g9E$>Z7#*SN6plM$#tK>-rq zD0n!xEmR1u*F~GJEnQ4cbG)a6FQk7*&6c!Lv1^rJGswguIVQeyT=gp|NHisVcn7Z= zm4^OPY7u6j6w#$8gXnbq@S$S_H}Gk}An)~#_{mxA>nGu&A`I6Ui>bB&pTQ^VtcZ1` z6>`Au4zdi%Op2Mws*R5z`W%3d#UoK;vWs_Nj&9+S*c`=Kkb!;V99wnQi^S}VKl7L5 z0jIEVh4uDhiBT-36vuw~3hXz{7=P+li8JhLg;k1u+}X#0x>AF5eZTIAb!P@KZV?BR zGpEbtZc`w0+zm6YpvUy9(9A1F;5gND!|)sTC#H)A-9&Ki^kLrYY*eCzAP~xd8e$Cl_9qEvH-8f)E7v9$lTOD+L>aqQN$`^M zuxJ(8b{Csf@IcVMQnu=6YRPo8cj4a1DAx4}{iH^rTxCx2Y~=B=kdtDL9cH)xJRdmn z4Eu39`jMN_rmH{aIBG3YDQZ@dqbktH=D6Q-Myyk}oV!z7|1NJgwVEG@+PAo*~rVr;xt6Wa-LV`&%d~x zm&~*c?J}Nzjszz+`h-8HIhRTmix^@hf$B*Vm^&wKuBQ5vWEZmKvg0`ZyPr=qrLsZw zGcy`T@uuLwH<1nBa}nX|F|L;T4POqkJ~)PHUn1EZYod(Qef3~R5_|JlAa*|t@4xSI zEYware8}-pc*Xec160nWznua=-;}_-k|WoY0DkD|`kKT2SWEcnuz-NahkN5~8wJ8` zj__*SMMCU(E*qdn*a6U2xXBKm=FbQ(F7meCFbRCY_4f9j;S`vH{>*TM0X6h7Kv%+h zQ}Z|&cVFA-_gx(3yD*4l2n)`xB?q%{fvnHm*Zh_m-)~SGn_WdB-YTU znGgT>cBh6zFuV)8UY!>rFAWgNclUsQw@6@qAb{+1wp@?M)^YLvZ{Q*2DLu3FK`30T zi1WKiX5-kJz(@FdR-YrE|&HO9Hv)zpLf&5Y5Z}YFSSRZCAon zw;eMwueag;y1Z=hTo?4aT6JpipJ#Lva(-8i?KQbqxy6AzLO!NEIgV*l~Z|7WNtLKtMqhk9? z*U9GtPd0335KWZY&M~xR;mj5 z4iw5f18cVBF~g8?99~hn{WvkNd2#dSDA6q=>PW@^f^sfiPn@>*_yUI@4q>IjD>Bby z#3TYJ9526{FUC+zpio*~Q#1-|^IPv-MfBm2#rMw7Ke!EjR9dQqkzG7$ z2c)GcpX9nv3)-wFBZ5%CoIg2+&<0_6J&0Pj=$8{{Cf7n1(+&!9kCB3ib5Qr57dImU zMWVvmLE=FEF86ga{tC4wZ#1%ieMRB7i<9&&KNOEhQjbFMs9`hN>1dPM!xGO+$SipK zSx-pa)CKgs6muMGl6Nc{>JqWEgB{lZHG55RoL<60XT~=igq$r^JtKnc+ZNA_1Q`ckYHv3Oqpw_LrKzyOW zX4d(7oR7NA$;7bP4xjA#fc%rT&ZuT)Km)5jUDfX^aqm1~mmg4@WV>_s#Y4YLx|etc zSssm3+Z4zmh%@`nwj0>`=6H@n!v^B z$q;mB%=WwbJaF?j?ycIGMTGjyKF?i~jGir-4n&N&47KnSXtluEN!SN^BIo4DcX4+u zS=(~n8hIhIJt#GNNNu@fhn_Av$$wX)SnR&3{}omu=S?77=%`9>RmsWk z6Bv4q!mT;mFnvO_d)OTRUt$M!$8v`PRu$S+edY-w;Uj<7FOU1e2-@8%gzrxCgw>4c zRg?KZ)M81{dw@JxkEn=|zZ8s&O;g)_X~T1PJ(A0LzcHgg-io- zR$3F z$i~gFui-4kskAp;dd-?*Aijf7eixB`%T?OCg^$btBb656ji=@_=YhLq11)*$X5NQGQDh zFs47+CU!TXez*}NfMq5i&s)Ygi}i?ac*6Ccy@*W)*Sh{1W_jHZa1jiP`p>5GC^4oW zLp@~6NxTroYC9j9VLRSSUEMCwihM8ZO4_?XSi_iM66%?kpb>3Wz_w1Y`cb^$Mfu#! z*{4SLztl%n6B1i1CKp?D^+3*c4djpW`yq6Jg!=*a)Ef|c+^b4Z{mAKvfe=beiBeyN zA4(;SFVN+c?cp>I|Dq3tZEL*7YHKo1hP}1(!keTP-*NcLq`R-AraKh6+=%d8IU`Jr zcQ=1cf-+a!*vlT5ezg;=;y`H#|GXm@KgWkeRrrlp^z{;*c}XA1waQBtxBQyV?08iZ z2(S`Rnui}T=0eo$@*{q`@8j~?FS@@NY)D!9VG+LP<=A_8OGPgaE0yFyF!S_|IgAO& z0@haj0dXge327g4p`S*C;h#St7_O?t#}5i@2-6|ISwd2*9{?%4?$3u9 z=m3%eE*l9skr7vVk8=30P%*Dr1kW3UXWnvgn9sC(ofVZ_K$yt4>P^xBUmS6v0=MVh ztKN!Eysz5J=M;73ePz>e(VLK7XDtNE6g|w7j3k+_`s1)?S@~+k+LZ}JdGw$=g=Yeu zHYZ#R&8lvtpwsT;RNC?nh&DOAVRl1=3B@2uG01W~T`qd23`=n=ih;wEIngf9q^H34@qON4U3p+T6 z2>wO3>spMZjV{jmifRs3vNqlf3JMCxg`8S=_<4O=a3!Mh$OvWhAy;ds`k6_h-dd>U%fqiHl+)?YVNrH^##z5gO*UQoS>sprs(d5P#(3)5vFytavaI`h7eF62H5wISbym-PdJgE>KTun>Xo&h$i zygA9v+RR#=^WJlE;b>LSSF~6s75jv4s7108GpE3QerqR>uDha+c2HUfy-&OWNqR6*<@oBftQGL}J znn+c!n`$zGY|dZs$zS-%74Nir%EtCN`nBr_xw?Kw)QDwA>IIJV%{sk=bw1Ma8yf4P zqyqLM(08uy#rk8%!{}=fPCwVc)3hI$4_T3Kk2~R;Zry1l!tyZhJ=eNV*F3y759-!E zzS9EA+JNUFLs?M*D>rJnt^U*~eVc@#LlyDwLrHQ9m)jd1@n ztXcJkzbs7x9%-7aEVlaUIM*5hVZy~*c^&Fx3^mDC0c6DHmB4?(+^I!Wnn}Z6^*bKi z{eqMe2;mTY+)a|28P0k6Zi441m8XuHK)Y#Gw$MX>6%&v}Z8kOkw#Ja6pO8LBdzeH3 zr>s0DsipQ&mY`8k>CHiK0Vk9ic*4K-y1Ce%+oS z{yTJrE)p%5E&ez1N2hYQ#>@SY}~3Z92sBJ!Lcu0Ym=t~d}mLF|%0I{*@} z7U(VK=H?fd7Puas^=K)OOL@h7Oq9pMRBO`auX~1o6lo)>OPQ5u_W>Vmy>H0B_(5U^@u5LKxm9^(%GYxTL+qBBI0Z zK?;EZ#-_cgk~JGQgn{PM*j-cV24i$nCE4Fy{mze(uLM6yf?~})w-(;IzL#VNAlw@Z zk)$;s%hV2`nhbhCMBI_d0ylk^^b`6V?nNSe$pgtIMIR~1+AgU+I;aOhF=}Fd9KL*L z^y}#UXj+yv!&f2FvAmqfLrD(`R=-E8Hjpx5rCN29lRYft^Z!|Ih~1*v4Uw0~CNZf5dbf zXwgF)yYQ))_F1<)WKUqX&<67O z6Y>B&RnbSJ?6z~CHSS8-27!vpgDaU4p3r%;;BwSRltu}2{fKU>mypiteQU8Rn2w8; zRj;R@3J!LWkG#?SPi>E`u#CMVx_o?=(b*{|m!UXO`( z1Ft&fM^-sIlk1l0$+30U=>O8W|789&vv7^*YTXkoBk#ujxA5RM&!(J++6H|>vJQv~ z%=q(vf(T=`6FDPJC4>E~^VVy2yT68G=^OOXS@KI;O8P<{fs3*b%5+8@iXja0WT0qcxg17nGDw<~<@OJO6U!kU=-rXTHSGj1D>PAHS>|mlgFN^980YqfcwftK zGxOHBVXbSHQtl}V#L-3j0S_IMwTp8mm%ZHV!>N4S3>q404Y_X0w@CvZG_x#lD{Tk7 z{_SA`u;3{YETLIABu&LA2(R3B+Y1ldmgjm)Wxs0jAx5m=)NkN_YERH4nyzf#7IHPp zW<67kI`nrbi1s!M%)_2M3>5OD`m+1$N@cZ&z&s9@9A^1w&!xA5LGIZ=w0||J*bKDG zkS^*^RIH35KWnvla4tHaqZ%vgTY^nA$swB_KXec#NJTj0ah7PwO(m?$hWn&}j3(t5 zlPZ7eA|P1ICnK9rCYyyoWYIy1m-y$8{8XEo(O!7Hb~7igQ5|e^KboRD4I>jsU0WYH zMhB%Pk5Ge=am$T=kIWwD3^PfHN4`CmG-F_xf-~~H7SWpzw_s_%W?}|L#8+ijg|Y9? z>AWVp5_{NzJ*=f}pXKeq@3Y#p%s}90b=|F>!5q#91-s%f`!Dk!URDRG8MVF+mSI!J zyT3h^T>H?MN=fvsB$B3el04d_6f#tZP2i>5eS;HT?M?X_0Q+E>>J2W??FwxwL7e=-uy0qae^)=hBa? z?;fOFi6pr3rkx|d>y+Ct2=s4c(_$U19hw*5#vst7(!ZtF3Gt?@l197l)Hp6)X>RJr6KcM?Br?M3FBK6=8 z0bt-^1{D^5{X|znK|@19Lr2NM1GANvcd@drLG!Go)nG$tTt(E&p^h|jtaeg8#fa*6 zOrcw)9*LU286#{+$%sHyh3=T58y$UB2*>Yt(NbYH0gfJj8|z8P@ef7c@WEvheuE?P zI`kI4oJI~stjNW?UR*)Q!M{|;MB=kPflNoKGLlO3=3SR<;#LTBIg}(}QRi#SCN6N} zwK8cJ$^_EfFOVywr$c$L)9xaK+@83zp_%hi!Fz8hSdRMc8QnRXPQl*=-RD8_11TdhY5hciz0O(d_QGO#O zi63bp_+)*&R-w+^vlA1l&331$fgu@td$TQ!Rf8Q55BOqe)h*;57f-9k&vji?vHo2gVX%kZMo)jZ<63GuXOs8A zPd+nrfvOm~N}VG)PRiBC3&*&?n}>nWdZSg0b78D^BUmF@$gp&!=>uX@wZyFA6D18T z$((0gvB;MWQ9gUe9=J~a&seLp=ruA`A+k;wtHub;!!T(};yJ6Z5tIV$i{>zidtRny{jNGaI@2f)>r z=E&qonsRE4LKMlVEl#;aHRP`7z!}xygWy?)y9iOG<4f7+Hr~ss^0=wv*ePH1aJv`! zNkO2P6sB$ITeFvLm+h(19aGoKA+_+;(fdmyX$ox!*{b_d9GOUap4Fm~bo#in&0GVX zN7wed{}r;^(I4K(X13UH>mN$bDD*ab|1_b@?S_agxS0R$H-CX(wkE~U1peHFmbP{{ zLpLOtpz&$$)|gm~?BRsXbdmM)Uj7X48)zIpl@0OfHi=HyyFfa-VDKc_Brv5Z%ooTp zL_}RZT+0<)K28_T_}+NR0d}z6Cm2qY-$C0;OQmICvh}Z5!YnGR4D+#`2)sEY4=wOV zxv??PPR=qSib6Bnz%F`M&&`=^VdF{omX1nKi=E>@=!w(7dUL|Ck@;%BMpbahUkBDs zgtCLB59i_3Kki~^F{l4jvDckgRxW8re!GS_T}_GTG?3)TH*p;ZUpRYoKRpKXF}g?= z%2|iXiBpC`%iV(MnYPoQ8X>FjnbrRfVW* zkaOgZO^@!7$r9O;=GD(-A3BU%9KJXU!uY3S_JaBb8$@&Do{rJmyS`&;yr?^bO5nqF z77%HdRH(d*o043=Xc5-okd@to}D02 zdM%A7-&ZPT!#d=O1*iVIO2Dqp>ehmFk!!$F@aG|-56H4rM(uc)${D%OL9j^0Ls3bI zsr%^VFE`lE(=y@}+E++=wv1Ele6`k?7q8D(JxSP9S8LR4=$C-y1{P>bGL}b{Ze@RB z=~te%gjA>RsUv?`#Bbr2a8P`7zJgX-t10_KzgJ_7D=y@vUnRJdV#>8vINtBnunSYK z1*71+8(-($%uI}Zh%`OC1;}|-*6K0+&^b$ejejr= z%--Ix`(HLxBDWn>nzzulS-KW;rYY8Q&-Q|U-+4i69B@tA@jS8WwR78iG4!0XwZj(B z~w{gWY{Zn4Glxh%#>@uNxAP}3SS;|yAM|%CB&ThNj<~{`vpXVCTC4BR#<9?$z zH)9?dx}SP1eM|L5bV}qNnp7n~wszGv{#jxEo*@Fe*p|CKmF}H~lrs7ZY;l?9qnHG_ zNOz&S`cbv7-+K2h`*v=7_DaKBt@%70CkKZH@uWi^bhMb1@c)CLx#{AjirEmQ&ntd`&7H<;HdeEtIexNv}H5~1^4KAqe5OPv~jkMkL!1A10AY# zfbjY6=`n2LvMtC%g0lK#Ea|as1p!d z^<~ST00l>bH7YcZI}dK#2JbcFgF6k_-zN8v+BYS+RTJbYb;B5`J}9qR=6gckLvAO1 z?3eUl>W%zr9QoE*5lMKt#8-si~Y?L^@nV z>KMRB-?R0TzwP!+7n5=d6;UX$amtCDLKOKKEy!oqsq*3^we-0Rm-698_iOt0{lAoc zi#)@m7HLr4|Ayma5Ha4K28h_8A4G<-NvHdGGcw__G3LnHC!nv?svY5%W39@%@E|j^ zJIu51{q5@-uK+F_2Ypd;{-|hmK!sNOUm*pEAYF77b-k~!RKci5F+mxF-IjL^AHojU zW&cRd^S*yj;5e*vW=eP{wvVP8aO5Pmwfd`~)-e#CSul&=NnrX~d}x9_4xv2FIQZ%H z*-n%ky?He*@byuy?L^}s_`Ubx=ao)kuPu0rPjH8G9|*XHat>eSb)I3Jq79rYp?`a7tayc%gCZV~h($RO6S!8yLE1h&fJ9rQB z5h<08fYap$l55(41RCFOTkRCEq7lzO=B?d1ZV{8<^y4Nd7{w#1x+`)~ID6<2jW%QC z{H}FF+dR#;*1Cb;?C{Wb@pJjDgce?S5WD@}=+Fi%sRZQ_8*$v#A9CZ71-7H!@2MAv z#e>q*Mbq;cf<7ir6*b7*Yx91s(t}H3C9C30qAdT?sAfXDLkS~BuC=1}*x83*pCJI|z9>|RII5 z#B~1l#!GrCm+&+$mB=B7m-`t5-`rl$H9n;%gw)0wAG%-C945XHh`wFvK)URi?)LYh z&Y4kGbzZ}wYF^N596n0ci}p{q%fKCKspQSfp8<97MKo0l26jRzq-mRnWT;pATTPL> zo_!GZtH9I&B?2RVmgA}_tah%uuM<00qZKs{m%qPOGHPuP*UT@FX_FUd+ZXVg-OjkK z4UlVl*$Nd#;F~XIw5B&Jo%XK@2h)#8R49_u!@_45lX*umhGb3}<|ts>xhenp6k z;+Z{X!!CXK3!61>H&_Omo`@r`!w3$}^|?2)9{BKb3Aa+}AL3Ych<6Tp>+=V(|Kh0H!&-YBe>X#rpz=#z1<$a*wL; zW!mt0&s2&l09Q(ZmlW$Mpjhha8xp$kzCxv*Hd=|0sgFC7WZ&$xsAfbZq$%>FLoi;{ zlYZc?XwHKuvZuL!D&gOZ^M1P9y7Hwqm}N`faR>f+TT;m+t|^Bxbuguns0q6 z>pPhE`Phm@(W#hQHd#{+Yp@TGZ{a<<4RG~h-guKDcP5bgX`Rar&+A(LVYrB7mrH*i zLwb`|oD{qW{^jxnbl&<8kE``&_ochT`(=4(c2TLFay!)}#!}_(T&a);WMfFp!vvWx zv}x3aXCTSe|B@gYNsQPetMEe~SyJ7TyJj_hI}1@wV-KU7&IZ15+Nob7S|&ze)7fVi zOpK8+^^q`bEpnLr6m`8CeDS!0zOy`>-M{1H7gK|epXc2j<1+n&ERw+>gt2+)0EB!-V1>VNCkWb+Gc zrmc~(n0cqvl20cn%PgDM58K>fee7aWv4&`0jn{v?D*nIW1|POFKW9oP9`LPP&`V28 zQ?l~nxm>!)E7?cWjtdo-PxcZB-T^+g*AnKVq?v)c?CtqY@$1WTiyuN&yY>q8Kh3L8 z7-#|XGgMgitGLQk$>`QCWQph|IP8kil>h`eWWXe6;UHdQNec^$UILQXyRfjUDK67n z+sE-TnN{&s$<=>V8(s4PZ|xu89Q8RS`On7cNBNEeXc4ev35d|en6l4zXL*Y!X6yvg zzufFad~JP*IHH~&5B59}ACC?HpT{`J!Ugs9NtBxnrH;Rlh0_zx8ne`(Gc{U%A-S=~=^GLqOtA(jq;c?aJE4(BUi z^-E~-^eW&Qj#fTia`a9`f!Y;{LU@ZvIiGK2V|L|3H8ab?AI77x5o-i-%JA=`Ef3JF zv6y);=ver{pSdY&#~I;`?aB&B1>w=0}7#ql#BC8&xkG)o*V6u`FeCP>uc2wW9l z<4D;H-JHyRI5QZg1kp1F0z_9fa(P3h%lr}DY_Wn&vqru@sBrftM#?*~Hu1rXYyQL} z!i%}_F#3_29o%3I>jv;&`Jw9)JO`JRK}RL2RVvv($U8(^u=<^YfZvZk{AOHyR-XDJ zj7g^gDV({MpnlUI46r-Fc76c{iNvI`qMU3A%2YSBY^sPPSE`bkT6T+Mvq;R+?k-bb zC@;O}ANp&g1hH5Cd>*!Hz$wqB(0C)zHnEw1fDgMnD;eXH^iYp!tfZDbqkhwQG-jGf z9Hj{76eBCr%)SE3b>#9*Bu;nDew9JK`?Z(!A==CM3TAk<|7t#Tce^zf@pg_0cIf5^ z4u=U-gHuXmVLJWM{dA$Xf!hhsJAAjZ@9|Z$n7_PXG71|p9_RY#v-sb$Le0yKbwWJp z38XGkHS-7&Em2N@rU!R9{`2mp2r|iA_$}q8X8JLPcP4i9q&O> zXub)|ey8^MwRyG3d~Ya@c)Hq1$a?StPKu^rmI`CV;X@howQicPhR5kUTIHW&Bb;18 zza4*yWg028lIU*C1{6v^CxWt}IK2kjd4-h-t-s`UgmV}mKTwEf072`|d+e8ugrYG~ z4=VII%@m@a^kOA~pXHRQU9)0T&dy_jLub09K8#GIV+DfHF>6^Bm3aDct|A{P)0eH- zMatv6ZbMT?P< zNDOQ<&a5SqEH}-aegay75K8n5%_>8N7u0ek+6UIoIdW_4?oRQWbvC0moc8)UcKKwK zaYn{njuO2Zw}zPwA$n#B^%C9HhPN#;-e{wMXju1AA)FY=Xz?#`?wP?L+NwN%gYNX zR!^7fIRYSFq2b|FN+g9TprPq0&PR#>3?l(eeE6*Q(=ds5dg|(lTD=9>w1U>zoLUk^ z=V8^t*hd$`CYPO2epB_G^hnY=Y4aIc<%b|TKL8PVRwyH`mwHrc_~W4h9}#1LRoL{T zgg&403Hhnq^+<{pNA`P7cXd^AA`>AoP#fekk?KyNd*nT!qYhO|;(k)H+uh|#(z`f# zM2!3UNW@5~7}GY~^VEl949yvE!jf^|79M*@GMh#F06z$dLbSarNKaFt+U?aKdm%QM z6mH0R?Pgi=08yWD0T~dRX`DN+m>ens1ueky!_a-!*PYP}Hh~J>YWoFy)BK4HM~qT7 zUE%;jz}rkY!w!+Y6AMW2kY#VY8*NXhJd1AyEhC#YbquMXBX-f4a! zR*x;bbuj6U0}9`0q`N zpH$G0k&z2ck-k(Hp7Fn5u@vl@^)Uwkeq?4cX9;JkXi<($OvoA+SQJwwDoYj|FDVF8JZnvT7lx6(WKCv5`Z8L@XGRW2ZVm)S`JWWFE`#{|{j= zgN%mu{{pbTik<6@55AJQh4m?VLiKO95;VCbJ!i4x`d<)xEwPetu%@Eu`Sh~cIQaX# zNkFWPPzOKzE}`%@7i`0H+t4_&6AF*8NxF&NMp0|GqLC*nw0*w^+*g%Oyd$Zh?d4uz zB)gBgp5HqQ_*VYS*a!|<%qk5jOy&vK!%VrnnbJ-746{Gr5C|utLdfj&CsAbOd{m8E zrM<@7@=7@G=gKJ>TIw#FPq7Pt^k`(4T&=m23ewugfqQJ6kn|R>PqYJ6qBBTY55&1| zDmp9?uO3h=N#VF0nLj z8yC=ak@?>KxR>Q6z-@dqDLltxG!3@X_ZeKH3uEXU^!D;uKkaAm!PBi&4I1gi!%l*t z#blfc>K5nwI4Ld&6o!zh?FqB<@(parw477`w1Q{+#9Uao9RHm>sq z=N=igdsfv*CK+Zp?lE6KX?IuPm4f(r*Kbh_9iGCP?5(TBd$48T4A&ILR>iZR1$XG|FPi%R57g;RNF|$e_oQR@LPPLGdZdirlT`D^%Uzc)#*I z^IzO=fonic5p~|qqTbJF?V@^{o}bWvMsB_O*PQl$w_w>Tn&tuH=;(@gfj&yi zBc~pVY*xGF>NV8=9Nqc!?L)kMVjXS2cWhL#yT!DySPZw!ll|&F^(o?hj}eem)H6&M zA93+tN5|u<+k}J_^)~mwB;Cf8H%?Y9ztM#n#$uk_57`Kc0y2G<*Y_!i@qM>TSI;{S zH_c)fqv2TTYxx_L6Xu&qC*<2<6BQlt$mt8JLtstO9!;)hfPWq;Y>k828?Iom_=eYB3g!=Wq|I6muldAJFlbIxr79t@)9KLuB=gQnIG-$=Ehy!vW={i&JF`* zF_{sL13o> ztN6^Rr|aI8zrO1`-2t&zU3a+oIw^Zi*N6Db)(d^)J=to6nfHUx!v!M96wN;tn7X-; z)3iOPGEER3@+MLpjlq{PGY$RqBM&yuPt2AVp&pENOG8V5bu2*;Lc{5`zw2SSr7I93 zfSVH<@QzS83m!d^{L(8N$;U2qx32*15#qXzz<^tBKY z&ckTiwpUL|c5TdmebCos&I9_Up!PRft_ZRAD5EFO0i~H2yZY&8F{<#8#|4~cumPA1 z&k0+ryR|sP}es!*g+OYA*!*>V!RTs(35sN>W7LG&*FL{9Mw#-TY!Qv;r506??$8qeTo-za?F;xo=65LZqoq#T?Q@wV=Rgd3!cFVXTtfXNu z{jz2Qhd=_~WoJX)T2utL*glZhzIjZ#V_++`WitX%B7SvTt)_BY)mJSXg#j?^`WVlQ z<9!1Emtqz80YTfJ{1I{$+OIuC>v(kz2Ac;tdr_)!NI=vE7SLb|^vI!uRsW8hBk$R1 z7B+^#nim>-GyIU9oXVGVZtLb384e-~Q0;BWlZsI2T+iThn&{;jn!w2+HdaJiTM+ir z+;*mT6g`a!L~mMf%{zJ!;Wp|HZ8}-pZgk8*Y9uH*e-x4Q4Mg{Ej&gQ~5aAwi0a>;U zc1yYtbt zF`h+BGe1hJZ<8rBo?8O?3pF{cN3xux0*=7-7bgwyy1z-o1_Gp}EBpmH`xpoiS_)Uy zV)WnLel4)dBQ0VTpLEmoJ_YDM)$qoFJ|ry0!QS!1(KHOp^s`ByvsNXNVaF^T5=hfD z$ylbr5b&1@4c#FjUft#AE`=l0i5TdB;LS@^zJBsk6+=C5bHDH|wW3vXFV7kOV$9lI zM$Nwz7$bk#On+-D6vh}QYhwT~H-CYJwk0vQ{`JIw=CZwtFv4yjzcs}J*kcwF(XYGUA1)6DA1o)xlFPI%7TU00{NzOLcUP@R zi`6IPb_Rj-IrJER;sT+)1tOw2`pg^l^t*if!QqF;nEMM5(_6%wuTfz$xZfa0b#OA! zAn(Ktr5Xa3YH_ee5F9?rOLRP^ADp)(VQJZ?+ZP&h6IB<{IO2}9VL6teDhflSl$C=K zuc3GSGF8em6(&th#X%aCXZ!!K^;SV~cHtIgfFQvgg1c*QcXxLW8r(GmcMA@|T^hRa z;10oEg9m7WHttO4Kc{NuRLu=n+(7Mb%UbJw79qf|vbv?uCNrSkjdENSUI2Jt(1E{s zm><|B*lh#fNyuVYN(CXIT=o^ZOCkz!dwrKU{kCK)*UX6VMQ?KC8JbX< zYkz3XA0mP#j7 zJ+&SKUq!v)XT6r9Ld5skqzrCN9Zg!`4Ia`to)+e~1YxU!&{vq_QX1V*ZqJydV@~yn z$v;BZ64x)dq>&HxqA(U35P5k;i3WLlHw%u~o$^5D_^NFA^M#LjS_#pd(cfpNk-4js zg+jiYX)B>KVhmY!S{ANVNPZ5)-L)*iD!%DE^imoK62<5wOX)PMysGL`qhYwd zPup;Qh2mYSo59f0V|NC5`G3k1G~$EypVUjrm!}$4XVS5I)^R?Zu4fuEI4EuW^PdUVU z`&weV?APVYZ?f=BPU@)Y6I*2-{7Q$bpyr34wK2`8b!TrO| zA!NK0u%e-0w$~?4`tKTZ`>=hpvK{9V7T)J$+2574cVwGCn3^O4b&ETQ_)NdYc&acm zP151&8pw!9o#B$Nc%5cFfH@rtJ9L-z@HKxOU$tSf{guX&@Q3sT2Lu#kn!cP@Mc;_& z>7wQ79Tud3N(ANv&UawHTnFHQedPKWs*?&X$sFa}&$|!<8dApDQlYwa>MR4)LrJ~n zgP#5gNdNtJ^DvPc%F4=ipb?3YDDtn-xz6n$6ciLL^}S^m2%zJ6`LRUtU_7=XWXH^L z_|{ygf+1Uwu2-`d`}?;si%|7n(CtOJ@`~sZk{xLJ-8b)+&ba#|vG~`X zG|#2USyq{WL3^6dM-J#ZnoPT)Fqu70$xtim3n92WzIfuQ+Dlz-n3|0epHU%3-Z>}s zUe{!{%tO%Mhr?>?a$mpOP6)ki(bbMyQ|{Ri+$bFXm-mKeeIAfnCZ0`M`r4o#uhmDf zL5FR~326B4Pk&n<#ui|45>7%3#E*8a01M5-@P2a1f0mV3`R6|UjgVXKZ;k#8b({Zr z&Ya%;l9H0iDJdajBL2{vP((l-&-*~l0qq4Lw7JD?Hu4)?k2oCD0_aX{{*e~BMWdb` zxej3b6PuXNS=z#)=$em|h=@sKE3Ulc9m%BJ9pkk|YU;wKClgU#<%mvil_t}s z78l_LRdu&4w*tU6`Io}yBjC^CO%tz*%!4YIME~;CazO9{?sc*Ce4GEW#NJElb9?7oGxglw%ergI}Do1`k&hzp^%;%2CpuA z`U1+t;Z^@JK7E@hyRf_Yq$Nnc-gDPTM<)VmAtG|wPC@w{;-lsqg)Up&;N^O9!)6Eg zE>n!$MOifsER-~Y;JH$KHeX|1{hAtSQ6>!o1Ng>C_*TNYa?dvXt}*(SUu>73BMm0> zXb);y^esFdwr{JS6I`0r#mCW-2GHZOmuM>-P#je`jq|G`$KYD$naTmO&HCOt>H0}4 zUptJ};9v%)FrSv4Jo+tKlv<}fJ5GQ`6PCGyw=;qhmQN>SZLm~kOrUdI zcbn?0ES8&!T0BfOr>}=y(#^7t^|=?SPpr|VFE9tr9F#TvDCr_7btl0WkUPQ8t8Za% zs0tEK<$W`8`wr;#uAl#%tMA%fsJmt&Xm)j~Gkv)^WO<|-$p{Kvsu}3-SbO`u1V*b| zC8fG12E&;OmV%!|>WO3v7`8Tw$)sfJ2^md7r9_qnFQt!|$5fd~yb(`$MNlm_rH)}? zO7S_+8$ep&unK*BBY65+>L#5=t?R6u5J5$@jSY}!vM3XM8H4N zB9)#9C7vB4P}a89+3%kWOibTH9fMzP2zVV=zWx2{a3syo&#&+AELm^bHPc|NWKSfC zW^nxj`|Z2h_t7N9y^tC~MEKmd{%14M5rXrcuvXD${4G_pi1gzt^JPM;viV+$rDL;_ z`<}6_Mzjnn+;ihdYp!5u7Oy)gY3u2|*(*0j5BpY}i8UL)J+y63sjHvcwO1!S?qtye zGNNW?wM$RF7namBSdnUDF;#3b%GBDYdNtET#OFBFk4$WF;*W6kJ zq^SH+qF&kwtMSCRWz9`w58jA{Z`AGOKDT;)TqVB09xs4QHnFZ)H}uA;zn3X187Vxo z%O^=>^;n{=s3j^xY)IyNvQ6W03bCPnq@-Sowp-H;Mxp+{qUAg z?LIHXz5z6vLmT)su{s(;Twk;%1?9;ksT!3V?2$L>NLJWk%zUvZ#Z_3dchN z&^GD$U{K?~T!&pQ^dbv_USx#^0$tYtKt;Vsz2Z6T5aiSkIyNXQyh0?ZnVvT-Jqq2NQ|HE;swytlw^qjz9H=C#LfHaZAN0c2#M~;y6Uoam|crjF4R=+K@FMBx{xtK~{hx|0 z4y#*O$CY*zgGJ{o5$85mnMzS0^x=qWc~=eK2U>{gvfblo+0+e8l&y}k;#haBH~=V# zI5!ZBWMmP+dhC*C`FQ$Ge&qOpLMYjALM3wb+=E0sb3Rf}l_5INmrFcopm<%k!#te5 z?SrAo3>tx_3;G>-u;sd;M#iDwPTH6o4=QC!w5q&h)6aK{9n0o>b(ViJa&}x}>>YK0 zx`!pMhir~UEu;Y`V;ZG=y($EKu0^9$H0>0p{BU28+j{|Dmg`(s9aoZnuwaNtK=lE9 z6po$WSI7?@V|+ z8@Ef3(nIhM?1jdDxRMI(A9mS;^bQQo+r7Kz7kfhWyInt@G#u;k>OP-5_d$oj3AJh7 zLxWS*)kMsCb-mwdm4IHyx>fY+KLk8D+;*jL2?&(t)iD#C;a59+Tu_O5m5B~KAC-!< z6akUzrpQ;3Rau|>=<2d@;>vM0dvmv*L#xb0VwRnq!f>x_o+0xED}jZC=mI4<(y6ZaFi8FHq@Rn54XUZay{k88oBhmIud7 zZ#|QE@DLPl0P1(L)q46{3q+Ha$$N;FP1lfrQ3`@}oL3ZY&9|oSb~YHtFT$h z6Syk^63E{_N|oksA!pi{Xz93*F;QD}f1oU}5)D1_ z^eu2r6=1wg(jH6f$;|!rnlliJz(_D2*{#>%L5EAEtA4~iYz4)-m=+{%3@rkGHS!X5J7|AC?>#qD zlQQ_sLRBJFW?S8>6Vk831z99M-^ot0u?$E@S21jnmA&GZ_OAxrowHx8#^dSdTKC!a z;Ox1nSMeaBAWJ0c1|X=aYOC8f%|y~rNCR#P)T^41;*!2~`?DVeeZtE{A*tMT{&z=^ zCP4{u!0>bsspUn4(xV)l(G;eQO7g!f%zWm}Ei;n3J(@=p@xK-~HYV{D%v%Uhv5ywy zVE|i4mF&K2dHIQytGjQx5^Z5OUrg%ngN_kX=Na~zsm<@#0E|mQ*P8g0OXPfZl=sb zD1|b4!9TlTN+8%@qJTFwF;E!O)>k^8uVueLs9c3y* zQ0`ka7eNWKM;7#yk8-*){Bt%gYj=JouNp5wb4suV_#N2?J!)Yt{Y+eQVnM-gqPW?l zt}z~|dL5nClpM$NZT5pj`{2H-e?fyeL1RNrnb!Mn*wedpyn+VlCyiu?X1S zyuf*VJ+Xe?f{ul+-t`Pbc{GBgGDEuG+EJ}!eI(XhaWe1?%)K8Az>1aiKh_Q5=j&Ls z6}x71E)+#(;p87K`wtuX40S?we+OorvbEW@3#NYZX42q@b)FVIi)B`46Pi{ zDEV0KV3=(Ke7Z+28~9N_^1xaRn=uFiEHzG>Zv40!V* zIBPpY{_Xi>(&iveERASiX7q)ZhK&7&NXWzQ((mL|uYiE583rqxp!i(oWtRDvRN2(z zTUQyIbJXWU^0U5SbUE6@C{>IFLp*HkU8pS?TCS2SSu#sOL-QU2foNhTW}1M8!Scdjiw}>739%Od%#tn6DR!~P#?&_Z!a_t4@VrRyp_~SXU-@{h%ow;JkvssaHA@1 zT!{>o!!b~2hMQ#Xl-jNC@5dnKc_ zg4}5K4m_6TWg8M|z!bV|cc`eWFD2F0sS}A5PRk>cBnmh4Nfg%tLF4t;Pzkw-Vln<9 zuvl2tImSDv!y=mD&5Cl&B^Qycl~`1T5Y;W)Zruk7!DIpMMUakS&`H)_f>V*Tm_=uV zin4^-AN43sH0ZHdE;ql8jv4{f=ZRun&!D$>Q6-6mo%_uOj$PV4@V%v1@$ZVzCOUTQ zthuJ$lXb!{{*=R(4IwHvCZs+h4Ys(W%36`dW~yOaPslo+o^eP&lxyShbjyHubB#my z_pf27BSB#csIt;Ff-KwiluLf1*KP%8)8ND=vUMXp?`IRN7fsml*nWnDCpBv%ME=n1+mD4&V{X`bT z>H9~g%}?3~)d44j!bIxHqui;me6W$0jPc_s=k;)%zVI>o$rxjZ*!z(czi{ZO!oeWB z=lZiyqh_{2hWYw@8RMV+3G3+jMZRMrv7zD9k>8hV@k=N+`6yOPvEuNL{^wDruyu=w zUnxi?`dTz{FtTt7sRPoxGFC{Dlq^`DRS6+%S;>)41E9J zmD;)UNcOk;IBDAri0@)zIW9R>4?b5BEouZ_>y-`kqDw-UyZZGF$se2a;u#sf zw(qSW|KumkKXEd@4GH_#i`F;Jcf{17w1DB#Vy99B?+W_D6&#mN=M<6)a4OasgzWe0 z^YQ)e%adEcp(~ADmuvfPOKgp`h}g^4JDs+jp8B1)?(FzqJul$}V!l}9&*y@_SImA8 zM@0)trCNYR{#tapX|bb@$A6pN2{lUVVpG9sB6KHq_TLu}_S~aDRlJ;?-`d8FX#0+b zJS>0(YZB;!`twad_@Y0oZ9f#Z3E3O!)A^>-e?H+ZZ09ri;|(>#`VL&pW!GCSvv97j zreC)|!ml&v%LRKX7F#TvVX&C8s0F%L-sPD5&yZyo)PPOELtI(0|08`g#dB|anZ)on z0LQsA2#S$Tk^x)5NpSyobYj%m5ZBi5>36ORuj)j#F0-zzdzC0yKJ6Dq&S- z79F~jR`;~n&h+$Lb?cUxR3tuOxmqjV?M54m^T(i-Zc6NB45x^DS3oBsiR;Q~WrJ<8 zb)$CpM>M(TurgtxYG!oyY7*m#A}LLdFb#JHMH31==)+SuB*s>9 zWudAylD@u#hR{?pRHo8YR92QYH6>e%#qn)t{d_o;XTc$#!p7K!zY?GV&_yKKOWJ#9 zoY^Fw$q;GGQA1TYhd`-ZQ!ZC4A6G`J1Y!iB6Is1qU<#|ml9w71i^`gW|5AnHHu<<0 z3Nzp~`%R+l`g@!kWV;V61{8Ztf|dhx@4tnm3k{)!xB&rHiR6(g= zUSQOKD>U}jkoq>jHU>2f;G^V^>(lA|@!+Er|Ba6#>&4)ZX^^{(Up<+B(?G?*dNN?Q z(N>gxFr^ab^YaM>HQ@lSOveiH*_kT$g7H1v%D#al=Amc|=Ot24R;7Y$# zp`D`VF$8-e5K0bUk;yWmS`=BXndcGKh3Wz#WC>{gev%Cb4+d~H275z-$rqX9Ibx3z ziVK(Kky8HJMEK8FaSIYkn^5r65c;Rsg6!CARzFJIoHN&VVk5S=j4UhxQUcI_%xjQU z#9qZ2r$G1TJ5#9oX#8zHfkpDOtL>riO$J(9| zB^3?GSv{X7?Vduz2aq~T?Wgl_ujFaC)-p_i8tCZqUBR%(9{UiqdzE81@(FUQh5~Z5 zrBqfu@1sbXhBx{}R-1oED(ZW?)#me?`jmW_{ZyzH@ zeVIF4M$jD-ThFzI@~R<1Y6oh-*8se&ua}hNPONx%?L%3w4=BEWGC+i1S9RJ>kCHgu z&b&Vp}}~K^aCxH_m&V%`}u;M`lmk0<%t*bS8>jui7o&S>-)xz z3bwP2WVgS69dJG3!PsebvDr&HrLA;Tk7iHSk8UJNe_AphYMO>TcP;Pzr3~V9U1)B5 zdPsr{o!0i*jM;-N}3M{26stFzqWG7(*Z0sFypv=L+H0W&~{fOcTs>y)-Q!2!Z0W0 zyDf&X^BSzuYl72W_@x+Mu*1j^$6PPYeM5y$Tez*s&@SLcP=k+?V$m^zX}cIZ=DS3S zLF;(vwmirYfPlbhY)ECYdWQ9LKGvPx+zQM}YoGINhi6a`I!xZG?ZZ6;E0V~R=4=?v z`qWxndj6h!92^$c&Nl)+PKDh3RnhOZB#&h!^ZlD$06nIJI>4|ve}kMO7Hz_GM1%1c zV+8-em}c@v5zHId`EwR9P-A2aHL(yFt0I!nGhG!Pl=<#_Do;!MqipWrFPE>zv9AZD6 ze}SOOLQFVDyq|KZ2))63obx~v;@M!LhH;@iht2^a+c+9$ql9 z6U%2aSg5Xx2F@=v()>~{_2TI-RTjzXuwarsafaF}etj1&iolM@?9swIk_8Mnb z@-~z7Vh9|t4gKwey@md~<6YMA?I^ z`zB?NUc~dBy2}0&at2_quGSJ)sLX}(8$nB_$V!V1>p@hLlw%gwj-lJGdA;ORc@NO; z_5A)Z&tTMxzT~d**lixK3wo77L+K7AO?@?t|GD)RUQqFp(A;M-6a4JewlgMbXJZt) z)qRiNGr1m4f_RgZTD5@m!L2y(O;Y*Eo5*ILXvTSPvTd(B*KMOv8+Rh;LqX>w<-rMy zgq!*EtW$*jI!oZqaEI@G$v)5)b#OHIEg{%U2sUUBDmTq}+`I33vaA^S#nTH*aD>wp z8Uzqrjt%)3IpAEm4JC1Uf4!>G(RBS~@Xz^JM&40JK-QV@Rv6?t3 zPMeib5Wz1qB+G{I($2!U8x^A&-G}8-Am8?tO~z zQNO>67f}_=BL~Q^31eCd1eKS5>c?am8(g3|@yej6Sb<5We4nDB5gi+wp+!SQEr~^j z9c~_mAZUeYnVTe~qriW8m)7st9QP^qQD@$8FxZlO*1^7qLKt0Q_80i45K8`>rUu&s z@nR_?ZNZd(96ET=^|3sj;r&po^pk#ks^aIPkL)9}QYsg*tn-3iGrr9WiaX@;XpBrC zZM6@=5nmuzwnHl&^*GKQ#jI-;k(5l$a5)$OACgG!iKl*UnY-oV33vy~61x(kLRC;% zg|x*l?&(5s@c-w}M<d2Bn)RDWF%yLC) z=LgX!BF~Wl8*FKZhb5X7GTN#9gV72Yk(4}0iWAbASbDpC&N}x;sdpEvPX&8XALBqa zY9C@*sKzhT1_@JR7o6cZIef`^PsZe0s-|@AD`j639slSYb68%#Yf3~vd~!AX zx0HX+q8yr){Cn)&p?)KW&|i*yI|F&~c~($pl@My4B1(xW$qj2d0~Al??BR&rLl8Fv zTQMI~S;@fdw1z8Ng2kJQwz#-B$KSZhLi?z!&<<#jm$kx_lnN`-(CR$~%WV#5B2x3S z5COPEDj5ve#?FL4rwi?9*q5#gJdo@&Ol`z9AKz|^M;PFSy<(??np;4MW20ai$`I+EZ7nNgdHjuw%_A#gY7>){mJUO&~On( z1B{~!nJ}K~43PeaA05OsUT_jq{+SE(3=$YSDMqJSs@D~e39=#QtzV7k3C@j!Ih~u~ zW+V}8KQ9?XY*vL^-0_ZEsFM?Uw?8e-!pFdkZBv2%%B%;O_16fyP z2wMxcSO_{Pr!7)^jVm7~qwYw6+RhKd*}a(6NMqpLa|aaKf3@ z;xvHq@#8%pD8SEdK*F#1Kk66MIsNzSCLrH-TiI?h*q)cB4$p7YtT~O!Ptc9{&3X*_ zdW6kl(tAPdJ1BVW$WQB|*Y+{0!_d zl+YIJ2#ZXhGVCp9&uq{u} zM}dsjWh?1Blf8~>=9$cGwHajL^|tM7xQ4UAjP83$KNc2t1bC1a?6J3Te+SH9FyJI$ zzRR|NL<4}hh02-nD;ccG*u+$tG*rdA$;oT5P64;l6>Ls3+!MZ8HtZmbPF?L-RPD6| zq=Y!}N@3ZexshUpY2u6Cu;uL@I8+9MYhtnhFlXTXLn{=`_EW!;ks!jRq9;THClOeh z*w$8oFR;#MIlhU!lD_FI%9-FN#_KXF>23ch65SyIYz``@?3y~1(1}0>teM5{;IK(9 zd)vz=CP+9+BD7-=CPD_<`$2!y2-{8Ly$LX+>hTri;}c{Y4e8d7X3?suW~fuw^EU zoRR))xdoIU0y&S9ovh_zXvwfOw7T?96nvE&jefP`>J-X>iUPO+NskkL zUJ7821`I(|vTq_#Gjk;4bOj0==*B{a0yzGCo*ijMGG8xOZ5d2Jur6N5kweg=_)23E zbX?`%H~O#y#Y!ANdEMS?>V-;xS^2J7hAFL%6|Y{+h7XPT0Z4b(r%}f)U2v_&LPUEb zi9>l?wL@pv6$|P*I#7B-KueJo3VF3htJQcznSQ4)NInke`%95!D=q0$4Sd<{r;}e? z19Ghf#p@z|#vHe2v1zJKDP*-7{tgc@5C>M&z8(44s(lLs&?Eunxu|rUAbs2|)`SVFA@Zz_K z@5Sof#d<$9kuDoxz?_j1ofy^**U@VAmLbBROBR2C|1i1sjn;^%@QVkGKleP9yxd;r zg`co`>x8sqW{doX#lix|0YPXqSpI#@B5?irZi#*Y z6^!;bv8|NN4j=tJ=}87Xr|b|VK*?n=_pSt3Nl3d8H)9;yAab0XCy1G6R90+_dn1Ed zI4gmd7wPSkQyk{a#e2fn$Fi|?HL4QJlz>0HZC81Mo+5_~>kgmH=}lH5^}{nx9>vls z6$`66L?$iu;4f1OlZK9cXjL&udO0%V?8V>eu^j1v>T2a(Uwgdq%R>8kI(cPzaXY(k z{xwaYQmwdPJXtXR$f1@5F?Q6bYNo}#48iUOIx%QJE&y`hb+&6)P}|D)>a(12XQF|ycpx6P^j(O6W#N%nA%<+pUrk=*#kq9|4t~vBe-0? zQ~J-|cU{8M=Z{>Quk2*qcTk~khS>LP-O2TaG(iKyEUufCD)}?647NyWBCMS#`N_Jn zYc#C-m@TU%`A@)#mOeu6D&_D~h5B)rh22-INUy{Zq;YNKV91s)c*h3<7K#J@dQ2$MrZ?OpIbg@S}J_Cx;n^J1)r9)YF!?!&4WChC}ylGp01$Qq~D z3w|~k=#dwms9(VXo!qu$-Ope=;kWJ6Hf|861rzyiPrUePl&JaGYGJsRw|kDWoS1HVdIRbnc%r6&^jhV{sy8=c;t@=CH+n~9!VfLCQ2-_G#Q9Y=x;lIi}NX08<90* zG4{p~c4l9Qk>YrL6><%Dl4SASkwqo)#W2m~Cl0PF63_jhvqZg-oJ=(S8)zu3UKKP$ z7Vk(Z2|$sR_hiaxI!}Pva~WwQ4~#Q2?SXqyNxfJ??6DlqG0u|Nkj24{iH;WqL!*hc z3G1Nd8S;ZG{)y487FZ)Ri2TVW8bA`J>;Cv|wk0lT|E3*_h%A;ueM+p^j>*RP=T81^$T@zt8|6 zNXmD}ZH4@L7QR(d(w!)$tX15>Khk%L#O>Enw3>jwBIf)MZ5cH!fG3A{T-?+6lcZ!= znGtg=9EhRO)6%3k5JI|zl|Dw2&M+PSfpoS!K+Krefk8H@8}-HCYa~LXqtL{L>l!?Z zVe**N&)Rx3vhDl<32z@+gm1EDmYU%c9xFRI?kjcF?qAN5*^0vm@M;IfqsfX)=XnI# zsZo(%JU)U({$rqnT|8Fw*h!@73w!@X9D=#|TX!4q+#FPQMz~Nxy4Iv9UaE?Mwy#8v zF6B<(`Iifo00Y|(>8q(5i5mEhNuW3l!m(#4!G_;EH?FTnQ8x5STKgOpHR>N{YAuo2naII<5D0L zO({oRfGl^|~%N=-kV|)L3*K#80!R&rIA_Zwlqn_hUhnp;k00Gdl zc|g~WymjdIU{)pu2l?AHaOO#2`TNQDxoi636hkc9YjT(bRJYn_yS*NR1KGz=x)`sy z+s^NHLt2gzqi|xNn(MGyF`3>4OpEq4-LXkDUjEFwoJjD!hs505AHm>`wsr{PiU=E^ zStaYX?`2$N`Rm#jE)im-WW}_+unlb7ZG^;+rR#SGa(QRxQAx>yEkC(J%2Hep-ogOu zN;}^Wy}!ULO>adGg7uretiRW=OidU2YFMKP2$iTHP^#~7OMLuZrE|@am zaH?duAl>#PmQ<+FSiZy_j&=MpUQTMYlPCRZJ2PwTOq+> zx1aI@_R%^abMwAuJ3_7_)^MCaYusI_g*m+DxpvIh!f;hE$F-ob$JV?rw8H{2{3a4+ zOWuvlhw2nDK?oOW|4=-&4RJ76J`3l~+zdB@7PbZM>vX<8TlrpY?Qs-;A<7AdG1RE^ z9lAE<1Wf0CyGDt$SlQsS6d$)Mbr8|~NNwUswRAoo*_-7i5Q+LRG8j!ksz$%0iBww! z;){l)*7I&-WGkwpAn-$dw<`u&#}l^kOaS*I8c77A%V{{hI^TAf3Brg)* z*N24uAyR`pltK#A^VYrn)zq0rQ>uQEf(HLW)>FC$y=$hzEcp7IJnON@44U?xFZ!4> z0*1bQ2XJIe>=;ce87MqUTf~mozb(nM&TCTBtb{P>QGMz#j_!VWByFhc4tk9C;*rZO zH4j(3bHrY^h?aIVl=B3O5K4_0$BfsJBr(gPg<3C@-+TP!e*Rga{ipOR6BrA(7|+kU z*ZF1(`8cbRheLLVnzm77jsD1jolQC-uf+h)NgdVD>o}Yy53!@=PvM|b#Clo+kC7y1 z&H@?hTqybmEg9e6xV#6AB*`PAlw0jC2i}>U&km^CP|mr|9Dw^cTdj85zBwj{wc8_% zOfbjHR$AQ-J5&YFb&a&r$Hn&taNUU`_qRMM{?+0sksf(HqN)d8CsCMwrUY^Wr?=_9 zx)>t9_DV_`cn+H0W)HmN8(L49R121T^suyYQoXrYziSz;?a4e?+ojJdcgm4gTYRog zCg?h@$lR2_iiHIw?~Vtsts@N63dSJ(92}*(F*}|X2n+inP2lhg06J{edadXE;pj`TL=9Vn)pHm*=wI(Fd9!`Bn9Z8<#tOrZ zQz8}M(u35=bM#i}IMGh)2UNzOYlm}qN&$ED??wlo&17EOXf@LW2FgHQiQL`@)C^mO z|1G$KTVg#gXlHUYFo30Hn)oyLg?2yU-y-s^%$ff>tjda4s35LrgBah=NIGu&mY8mI zm15-8MxPpURFxoa`|c)8^S#_4MYA7bR!05c)UNvxZ}dofIhx~fH31-wZjOqE34xK- zaNtw0Xv<+*@xAXcngbjv7Nh*R;QP!iZ=rk=V#K@QbD*mSW13viVtJ%2X*kf8x--L4 zf4pWVd4vR~UcYi6WQ>UbIu3xPoVkdy;6d3UrFI>ySz`A~^Ms|L&~h1>Wx-p@Fjvs)Y22TLp-vpM zA$BTZde0)mFghk>s!s2z7$*r#Y5BRCXEd>C^NAdlzx8Bu8CF08)yQ|F`tjh!YOldUFkQtJf zd=CF+!RW6perF|-pNaYC0{u!|BZ=P~Cbg&Uduhtiespfyr{VHb;?Y+3LYjW`UJku& zZdpwh!0ttJ-}L!mq&iGv7M^wDa;M4t_re2RAuQfNn@l5Jx*rg%*t!WMMw#1%m&&a1uU#dT;i25%#YS2fCR^{X0r!iKI(?Bnu!VGyYFWSugY2%0`_i z9ndVOsZ&V0Kche%6?Akm+nfs;B;F5OKMwI^ZN0aR|B`qB$0il{AeJTM1CM{s7WQlR z+rWP0`hNI^gRGw$jN-UTrMCvx8bqC_zfwmrVf&uWZnF{5zvgXt3k8~xU6M@GU4K4y zj|*IzsH|gLj$LV?IGA_&w)}R>(skEJ!q&6G;_~AKVtn-i)6D z!IDqZ?laU()a0zRAr{uv&Lp5@?sz9tb}h^&M1l^QCgHU=(;+w=iY%)EQSu?!PtK)S zCc9izF2R9LXM@C*Jkd--X>;!^ZW@~9NoR>C z>S$x?Z3!{D(noi1m)>WYWAo7oaamcWT?Qq}57BmBFp(w>ecd<2AR8?#ra>Q-)@09) zA#XiAN|zV+=dRm#V_fW#HmT;)>K$hqhIk@VOe8Cfh_|Jf($e9Q>@5)(fhV2nW*9Be zNDpXVJUc}z!MfcRtmg8h$U#p&MXFuOX<8jSO#}nh>>=YC{;y6zpXfYp9j$t#3}}80Z$aasVI(dB376Km36g_P#T-bH72l?rCGSbU4do@Xn`$ zQ4wm9^)LSrXA8}Z2m8-fc^Nf1VzXUp9!{H{z)e#IO~6Li&X~MI?_m$}%EzF#8$_sR z`bIe#_hQzSXm-dtAP6GAJ6nxsRkGbVObYIO3nGhDlDm;U#K+>86RvhW5)jDTT0=Sb zS+H|cu{C&Yy?X~Or15qpc=EYz^*t`42aYa%$Ta4|cA~mLI^mPpsya-@tU<%qqV#q~ zlGIejp&5!4AGw>gjL*v)lu#$x0Gf@!xwtcTCk4 zkz98kYu%NU?2R#yEJ(y81q*)2du0|v*OUC;hAmb2b`h)b3|7d3mfB7p-zUC4CHbIGJ#lNF||%T1G1z%=z2jV%XNhtPU^wp`+Y+~7JQ_~GL|IqmeeysO}$p4 zQ!DW`KN@`}=G5&dsD3ZbiPB?)sk_BqmZx%k{$b$@-n7?6=|ja=-iIx7UOK`uG8B z>hnRk`sdi}C$wnCIg$?&o&j=blGujgF4IG?x7J(+T`i7h*GJ_o_6?=z>Q!_oeV_$qa7>D$U+7hzAuUEMu+BiwHT0FuGZaK zh!v;B?;u~Bxj+`sZQo)~P>d~fQ-8^gqSPl};ZjMsupyo0+>`VTe#0TAexw3;eVQv? zm|1$L(TiCfi(^h}SrzQOs3OsCokgvW^T$WH4A!)7Vqk>IZ9Z>lT*3V2X7AnW) zZnYY9w=IUlCS5?BKiJqqKymV@cCl7-x4X9K7LB&J9N3Ecr!mtpYE?yq|4+!E0qmDo zUY0RMIU89n?gTFJ0I=*QZ|AY8jIH;W^h)tn+z594nng*+@1@*>2{j)dv@R8B{JsWB zs)74+B>*TH%m1^35enf{o`!{*ZglvJ7`b#s{1SVOHlkA&UoTeyQPU$f?(SaLKi&EQ z^w@XPHj>)q3?DWm$b3$13#+u5>=NJbL*)+Pe=JtAu*w>^F*cwms#|;a%fRq=VMP|I57G=$^NQkgYG@$Me<`fO zLvrtTW|CDfh4DTg5Bv2uRF5Ej8)zpTt0>WEQx%QD73&vx;a_dB*8IV!nmQ#pKSbB< zQBY*`2gl)=tf@E5CH1G7A{{2ngb?PdKGT$>&RUkw`x(VK&g0;DN^YhPAVvkdobTVj z98mTczM2>3CHfyKdNoIkjoY~$n9zQ#^yKjCri|z$G>J-GuW%!l*rU9N72ZAK=ll73 z{h%W?-@`HP&$6>FrnRl@us@$}ODZSAksD>6gVbHPSS78#Cnx`Y4`FnZM_q(AdXdqt z+$`gE`kb$?a6Qrr2c64bE25PX>yHIq_yIUhH^RH{{NI;pm}_BlVWVAZu(w;{lJb93 zSv4$eafxZV$9%smjZ)Q`h4--DO1+L9Di7*nwYr}B3c@|@WoyKuOo_3xs1;Yx<-Prb zUpQJDO2>ly%N~&YohT{X{1i&`ydUK3GYoAAg*{m>VBVmcEBYX%9jHY^OIu>^{yx4* z?FA<;m`(d^k$$b7uoHx`5`wn zRC#jZI2dCknZ}=}p6%MSM?ng=xL|!tIK%3sLWjeG|Nm3u45bGw$w8Z(H3b3A-5>8C zzd#vAyVBd`xlo2tfhHSb#@!sid8oVeQ$<@Fp^*1U@5Rml76}PU`qPLe!t5vFey(>6 z82?Pgr{rWz#&i0|E^?*ppg?I+)kBx$F(mIPftwz#VIuajPB9`VZ0t8wiu$wE5 zxqeEIT-L%kaL*zA@DiCOeW+WbS1&6g13xx4rfzD=RyL>UPxt|om^cm$wqu;-{5F*x za19Q*zxO@zEu-;vnCUM4zx~0Quj<)qH@Hk4<;vNiDb#XH3tI8AC23$TRyD@?MC+gN zJox_#gn4S;5o;hj`ZJrpzcN!Pp91f0G_|#cyvDyX4VrY2%N`D zy=7=5KO#i$`!g1JWtugfP_v4WuiK~%1*pBoZohSf1*177>0)`Qg{BA5W~fe|RdulV zy`;h0n^=afr7~QhSej{>mO^1DbIvKZVk*?EQu(T5LS3T|nURY{%4S?i6e`TGLXKo$ zF+6S_`bT_RmVyXI7qKWap|9bGbw`P>lTv?rNrcFG+TX3OfO?zkFA-N4s(P(6f00j# zmKh(sTc35?4$J%SEM#@EAh0CM%*4#!>+P?eFVL$ih7RO$yl#c|#(G!Jo-2L#u;_L)LRvKT0E-Ka^@{lT=ZD;!qekqJVO*k%;uRI_Cl}xv~A) zr6S4yOh*Oh-Kg!lc-D8ZS!aiMEb!&YbH~FTr`k+rNVel}t#tw(K-Z1Q=5PP3VrkCuoHhSHEFPZa0u@19^55BaCdhI zF2UX1-Q9u&cY?d!1n~OqaK_;=Ff2fB4R;8_Te{;_jkHhnJNf*{~Z+0JmAF zykieT=iIRaIj8|+C;G`W5FblYI6tkuW|0_!Ka`Q`w#zd9)NmGlps-| zLX}8jg5Ky2^Xbru94yGl__%xNYz$=ocBg9`u;2&hF+f#`Ei8*;JZQ&8Jw*0azycXs*Xf@y&qqf+V6bi z0%Rt?=f;*OXiXK#8OlEfBd5}CZ*JC8&A!B}#1Hd}p3t{!71 zu^{fLvsi`_{Mb4mRiJAFaNOx%ZF&9F=LKdi@mX2vWCjZG5iT#ZM&E_5E%Lvf&iE^J zO2A@&27C^fe4}$DOjH!(FR`42uD)4x3b1_c3YuCF`S+0=^w>IPoB4c6WY=33Okq=@ z73c6cV^Z4~Dm(B0Pf31xrfAs2AQOXJU)@-mfYc)cq0s&PA_9Vf_@tyzadB~S5r_zyvRjw7>)k=}J`#3( zysE0-W3#febKYPrpT$cn0EjIAGA%D=@LRkZet~YRH*0LZ*YxXj@Eri8TV*uXdvm&h zgoznkUS6*EJB)W|Q)tGANv-7JcLw3|7f;I%qQ3+M1^q5s##7_CmD3ZGN%mI;@o`y(@u z(ia#6Bw0aFNC)vSA#*g~sg4U$^4vsQ;6p+}fK1x(uz1|q9UUE$*CN060HDkNL{_?E zS?C=01)!Mu|2MErr|D1VC@6$D0(*?98swyEDW7cCrz4SZ zvPA#~NNm0LpUmTbgoHyLNN??Q=;%@oA$PU0&`J>nxC1rcu|TN(wgQ6d z$ourM>DhhtsBQ}Z&gWINU*Ic%#NDeZW$*GTfo;1~+*l(ZA`FPl!_Q*ybSbBw{gm=; z0%a>AMg9@0@h-QBHnjwW15g1auRaPf`v|?*{jb%h{|N>l#7sMi;Kb#baq^Ga7H(5E zfH+OvChdQvnqqP!iFqL574UuV|5uQJ|2Nv85d#$-YRCimnxPRf{!7~YVwY1b0cA4Z zjW>QJUuE*P@K0#`e^nlazF6)5u3taBC^Yb4zQG@$;pI7hUL0OD4*1A12f)Rc2`Eq~ z`iNkLK?1f_ZgS5~rfB9;sxJtIR4Qe(4S@7{z3I;gF$xt{421pd&8yC2fSPlsOE)eH zeQdn+@7q}G{!_ha76S$1FU;Wo+FsEszE!mN#nIofMT=ZEJ7;Lid&X4I-kup79%_5| zyN}IAFFrdvCa}<&w0og^K>*DYJxr*eIq8!PL2m>eEtd-=6%{OCGsgGq#!YLO#|+p? zKhl&3&QB;iYR3?G`ly=%su~rl zta-AGib^1{c)Sjfk58_}Yac-&A>*%Y7uu?^b(aFB*A@WUu!4euZ%PU_?EeJ~v=U$A zjo@uoE!-b4P*+`4Ae@0l0aE5xz<@kX7Se|g_v<#91&T1g0r!l2{$Ub>!8@UFY*l&b zOcq43i|_Gyu_hX&^bRsU(B%u}wMlOli&d+vNj2JF-@New7Zu=BnA7~GJCejaS^Xe9 z1PGdW_Ifl$ECvRK<8jNibr&3~NZe3hU|`a_yva`vKPgi#sqYWp?+6QQaUQY0+H14o ze5%bii+g-d+pidB{(*yUfFEW*F$KO!UOb8iHCI$roTPhKE(?Z*6S#|zc!Ea*Ou4EA z$teofffM{^XJ_h-)5*3? z$2@oykwaG@1AM4?DTG1BSL7pR0R>1PwzQ&mtr%k7xJJwe3u1mZLl1~Tz6Lx@F{P$? zCizI=PmU&^9#7>A(w_qX=}U!HfS3Kwzl9j5d?6O(FTa5f;X}46^g#;KT?o`%Rh75O z@C-`TnZ4Yj?ICjw2t)uH-CJtu88&K93+#~b<$RXjhVq)U?S_`Z{z)p4hkn{00nrbLI*_9Ds=A_|g!>>8^;E>`#02M5@`BVhLBIXrl zDYm7__J%ypIVW0r>Ku;_XfmVUAWoscB&8x*!J0pEOCBUjp|PCccYla0Eshd{8Gkt5 z1R8+OozeEY%d-IgY=A(T=uDtBv+|x62eTzLpyo_mfD$`!XEKy!Wqp2EUZPR~nk^g= zkC`9K4n9K(dVmx=%0%J8*6v^`)B4&yVOVh>3fzD(sW|_oicl`QrCHD}pPd}N%SenV z3}<`c9A61AqZmn^B0?ckK`V|od6G;>)C8U5C~gD-#*@!y6QS}eReLVeysW1M(1Ga8 zrm+gLc}5kss$+nNx@LnPLKytoKBwzeQ+k8pd*GbJf|}J4#dY2BB|&q zP(&(Z{(vlR4DzRpo14;_NMV5k#t~phI%Lqs@cG@&q^+R@@hOU_aqFLX7pmmPCZ7Q5nH`sH z@f@Ua&Z!K+{ISc(EJhAzW@BU1KRg_ZnQvSV@XRUJPG}#+UWPlaGD!>Q$@TxylN9NI zSk2#-@qy3BD(8TNtw50gq!#1LP(+FO$rY4C!t)%hI6*nCg53HPdqK_TyDDQI#V!g^ z@UdV5Hg+{EH_s$i>u59dQ2B*LM6wvU({Q_SnAy8oNW_u37b@AxTUU{TOkU@yVYbrb zW&cZ%{#Jin3^o5=jAfVk#BG)GMI&m#l|IH@i}jp^D$yLk0RC8>ldHv7eoT==K+cnq z!+pD0F|3+tR>r&{n{chR+G}|=0?Y!_yFX%`6bxng-?zw}gkomr>xLn>C}S3q0oH=G zc@j}*PXdOjXfN(n)q7r4-E8Tv81Vy!JgQOEgje-tWF@*(BpNf`0*+sL?WD!<^kV{6 zkgS8jv|1inaXs$Gg|U2Yrm_KU)=QpmJvfXRs94_Qvovobu}I0ij$H8B*i}r)JR$=& zz}<5N2*u|A77Ak-kXl|iCiT}bvqWMRO~+*$g4?U`Q0B(mJ?=fq9#8ItyUOC$$kDvgqSBa z5s|>VTozx~7v=x@w@biYjdaD=f&b-m!NkoeHrSSRpbo zFOVAl_Zoy^s>83m$PyC!%=NNt0m5_<;vf{l<+9!Y;kxJ?9)G7~2`PYQ=JRpf*r1DP zKg`3cYSP9E<=;g!aGzY7%MR+nm#1p$%@+c&d&XCBJFbg&>`Kno1D zaDxdwU%aOFV!2s;IbWzh2VnIXJb{U1>aTxz+h_;EVjjuUKU)UH{w5Jdy;W zstT-Lo*sFf8z0t|tbgo7DNDX^aVUItcN!5ZC;xEkb$08pFY9E_GDr$^xr5;=k}a?d zO(A_9BSV?7|2~iwct0He)WrM+U~?!Ap6n@?zzbIJf73{M2a?yj_xY5&ZP%v}<=sG7 zv;_oOrhs+d-h&jN1;C9j#JjwZY<5vU5&bfa&Tl;nd0jld{wl@e4hf_pmz9He^9pEh z4B+SHtc2{-_hzAydiod=>f2Nu>t25L1_-5-xo&{+N{_pKFb4;=5we_Vd0rMAK&PKD z0$tDeT8CY17jDaJ!izbcSLKhJFQ!6gVB7+6Z>?tfX9-Z?*_mgIC0q9 zo4-Ij25#X43msc($+rb zFC#Bz?P=(>n_dBvdPiYjv=$R$OGX$D@*)irAs?Bq^>!Oe!=~qhh=@oeH{+}hwaOb< zOd^j+IPA9%=MfKH0C+Kg;JT5Z?cM=o%BD`en1n93{W3z@5n4f*c}M?8InSY9w25)l zGAt30|Bvj@26)RCTm{hg$WeQd@$}&?4<@^(k3&=O0l>b zM`nQcD!4B%QaCR>erjvEe-oPBcnk(AXC`wyl;SvGmuL~O9ra(#aiELerjz$yH_>Unv2)^!c^Y6 zALgZ|o^6jLFMMCPJxXTV!EuwNcgv*5(GmZp6k^+yE0_l%*L2)I6xT*sIUz%NOX#m6{r4lnqirY`POrFm2)WQANhG3u#1X)#H)rJ@u5Xq;oEGtss{}8wv`j@_s zeAONQlNzDF)S#2q162Jj$L|0R1qKSSJN5qL1*x^!cvHo8>Hp8O0!QD!{`~KCpug9j zsy(+aa~t8Os;cBQ|9O;v9m#7AOp|a9AtL`YmcUsVm}&xCtQ{N>wMYC*9@513?l)LS zND~V>8K~wjr2Z`}lrO9zV8?pB>CdB?zPw&AO`c->*Exjm{`44S?aTlFlz*y19dBMy zK>O#BNG*$ho~dqNl*j%rDZ3JX`6Q#AzW+(W=tU_0lwHk^KW!6B>&QJQVEvE4+&`qS zoH)wiJc|5xN8sqE{|`QasQ*V>82T%rsc?`m<^PiuBkVtWXJ}IgC=Z^w;UXau+N0_25(s1~HE6pN$sd0CjUak3}jn2a^dJXKy^ybbx zNd)})DQ`FRtL)YZurhcexh|==#6i0FeeU}ov-h5hBJ7uo+@Y~au~LkR6V9MW$9&Z@ zb6<8^S?un!18pGwktCc~fn?n?@%G>aLd=qd#0 zb=dl_{2#UHGGyMyO#UhoIgXw4N~1kGhk<&N(}mCka@Q2`JhybeJx-|23$F9 z{xVcHI+wD*k|67A^x-y9&j#{%5Fut50pi>C<7+IFg-QdJavcx`M#eRVCfyn}d3ku6 z)Sd53es`|i*$;rTrCfzds9d)@@}taj0PhG-xyd(7wu{GLId2Tly-n%`B zE!{kq^2JTP3jjxv-+=pG$a-}7flkxSzEC)NXMG6K&E><{3=6)LblmspLdBu%9MDWs zE|h^GpOtO5`J2unm9`>~nvQzet1k5_XeAet6w4aP&F!oVM_8c<3gLwthS;zH!OX57 zy~+l%STo<3B$yhu@(Q5}e5<}E;@cnlvCn$wV>ANhcoKzE@38~nxZ7sg z7nTs0EhAmq#d(1GNM&#+9%_6MG(bPHaoT=x`DG$YP^I2F(_!&$`Bsy!##iV4f;>8pC)bU}L~L~&_<*R*md%7#)SeCM3EhWyNdW=U z5hApsY~70^cT`HP2TJ#|Ap?~b8;;uJB`>&SR=ufQI0}odyUS!C^*HlviB^QNwg(p0 zTxoZ2o${Bh!jXBUxu8+&%D72YX~quoiVoFiki0Ge-NI?lZ@cYY3Vpg2hbdDoh;uWI zfesxzCOs=ccKhAv7mTMMIw!5U){InlX56sNU-KS8^7b>B#Sj{{A;jk*) zyOfHx>oAhPnRgY&6`j`p6k2iL_|RNyi!=M%Lb!<5zdmI;?~LmR8GqMHiK)&$yMWTy z_;48VS}KjA1l6-H8;80E=cH#N5U1>H8tP{>4}{{*SdS5Hdf)>r7F8iDnAtxTFyPg| z=Y<*$dYVnn)IU9?ZzMn8yKp{?r=QLfM(9jrhnys|J>hyhYSB)J{RG2rh~Z3 zv_D?FS&J4jw|du3)gtYzt1x0rV?3%_|8UUOuI%vy^{^#d6UKQ)hDz-W9`SsM&-u{w z+)?&?zj$-iwiGnB!t#M}8LIsLG-4I%*AvOpFWO(-cRp^rK_(P=`XR+rL*Vk$KE?;8 zRH_Yd;w%>#tl)}hMs)4p2IwMA|2e7!v8;O>%iU zi+v`EbZ!(yMMeOu6c#UCgoCb0Dl!n)=w8EV2LI(0YuYBvmxw&D*?PHZ%+rV{gHrmfhpMIkbp=* z8V=Qn)S#{XT)L!tv{%b+A9I~FR96Hhck`}r0Ol(T=Gc909MBuCR-QLJ0z z|F#^&QCg4Kq)gRQTc@md$<34Gvcb=h%=YE>KCfe+FY5A(T{j|veb**kNAw!qZ1$(> zqttv{{Trn7!}JwV9Qau2HoJUI2JH=6#5i?z|FwY;?``XLlH?zl*VYZwD!l^x5vL7` zg!#&PEg}qO9N~O*%%XeE(gL+5*}Ys^t(7VKgZ~b?(^!MVFObEVjNw$sO3|ncLXObL z#^TX1>l8Unl9*Ii67_v40a$G(_O6#zc*3VXJY7HSn<{E0`H9?{VRjiLyy@w?^<)JI zqV(ShBZdnhg%v&_*JCjGC@gF$MiiZH1Y+>{@%upHgUvMC$9Zu2=YzvT;qc5%k_*b8 z2lZtKUQ(J75f~_*OQTx^Kx$}>Yyk5V)UQT4jgW)}vF(P3Cl3nm^0v{G{bo^w$0S;m zpY2siY6!Zx5jb18Qxc%NXDS8skOYV$tUsy#t}neq$Q*HMUB=bWWrk@q6EHfu% z;EnkhxnKK9mzE8Wk-Hqx&W{DQ~Wp+X~4|H{57(;2iss*XslRg)A zsf(%yLs?e?k&ChEeUx*skoSo_OIBx&b8?AkGx(PYeJ+vUp6JE)%*t!h+x#?W!o+!x zCkCq-X-Ue(-P8D05#&(CbNK`NjIE%4&S_^+OYyT?nME-wShEZ`HxN961{UxcBO&E3 zf=XNijA%5)oXWxd6C1Bv*)8|*@5Cmjc-=+cdi?JWPI zBXa!P{HU7t3R4QIWLy{#+)?y_y)4`6MbIzD1ne;KESRO(`Fw~GOaI~T^Dies9-2;K0 z$+C?(4iptNTUvML5p)ff(eJRF*kx%ThU0ChM32TlmdH#)F=Njc)~k=oHc8Ek5lvhS8LWL0hh&RLkVrueM`;cPRe)ij4pnc{lk z_a5{FE7mVULNI0h?f}q*XS%x+n$WWQhn44?A-a)m{(N_yT8mO4NjH?FMVGaRMV%3) zAr*Gq7$810_Ee9KL^w`S8j>TFAW`wrb*pIn>3FC2aLV-fUV8Ikb+KP@(Ra5^1NoS@ z7-21({cx!U&BYWxqag=M6X}wzd?(BCkVqnl1uTX%A&Y4dHd&2G??VAk&(Wiv51Cx;rxY5Kj!qF zld;Noe<^j?jVLDG=iJs4je#Z%uHH=Lsj>EO?k?7VOFti3a8?u`vbsH@)L#V$C2q>t z=k~G_z?f_im6W-L85b6Hlyce6D}P0_ctQjvL0f__$WK)96OAFsE@XiDPT`Tg760~I z`&2cY+3aCYJlxDDnKoz+LSniGF*?0!um%iNUjkWXez@NuJb_MChU;fGH2P{YMtqf# zPU0r(d;(2a6)s~mhs(>JK9Z&!a7E6w2KZ(5pc{GV0fhq_GFrx7)kxSERRmr_&_sJ6 z0xt0DycX0~M`gl#dI&$8nomfu%j>ITRTM&_E6LG$O5e*1UuK$&S(>}MaG72!=^1^c zy|Vix%WfHqsrBY76IB#Xca>3w%mm$Hpwc4M!izySQ6mHwZlDuo*g#OktD;J{1Cifz z*pkn%q@8@6oC}r2^4^^~qqDFKx}y?Uv$Eh_4qu+PUwwnA);O`HC~v5bUsV5oYlB43 zRFSwhVY8ijOU9m6dYKK&|%{rO*yVhl{(Y~eim&mb7IQkB%K0|de4{-fi^WnXwb{4K+9m|a74Dla^h8-S ziPZ4=hKssUhSHyBFE^xl7aNIhxpOvV5xVRrI6uv>*oc@Wi}*IJS}a81Bs;7g&6IsP z?+r86Dyneaz%}O>4|VW>?Xdo=_ya>NSHrWe(?Icn7u2QYeq5somr_eJpk{Hu+)^5? zc*W3>BU!f23eVxVq$90HTy_p>I!+@vWbmC#!E9Ah1O4$v)Vj$@R$eB?Oc@I=mbOCd#u_`S2;c9EXWtL=vmADzIXk^Q>vA?m}plNQrVN*D^>X~&L**!nx z=fvb2`JFmnVZq^`*yd%Qdb>N``{j4&1bV7jfFc4x?Xv;r<+_;b5ix6NQr;Pb!lGd% zT|in*rBs$%>!kee(F~k$>4# z1n)4&$oDX+x;s$gy*9X%NB{F4#c%^#FI5_UW#!itBfU1CTi*`RQ@ahLo4N~Jti*CF zOQq9_ms69J1S&@3<%lA-Wo32F*M-LF#2-HYaNT>vxqk6wi1KqiC+M}hCPbP^aeVvT z{X;Y+RIdiHzvyG;TwqFaJdRP(&q3F`UyxTTP198(w; ze97cZeQKqM-Hy7`mZrImWYzG9hdcR1dKQ>lrAU>)8?Bdp4A-tRO9-? zsrt)G)p~PR5{4s8b7$DVo7H2p&c;66_JbLG?B-RMn@$|G)y6%i{>a;bMtK949{%yh zIlZ|g$;7K)syA&`+QA&#(w|!?s#SZVY$8ZVW8FsHTHHXiUIoLoi7$D^eUt9WLHVi+ z9Dm#`Ks8T3ZJ#rhv329#cK`7Zg9|FRM2w9&NasK27;2Ddng?@ zAsEF<@9DUo{IKZj`h&6ML7`37t_!63?uWVtZu1VER_DlW2Du*9$_EBY+1cP7vW<4C zRPH8=ZsymiT(|VjZ64#MWRmo}hL8gUuL-AH(PpF{uqjPDjhoi;ZZ_>1PoJPw3oSRs z_3*n1WN&7!Q0LFgiszR@c}TeZJd!wYSrtj@*s|ji2HvR~!dEhuSoepe2L&{%*uZ zljs+2Wz0k+0QF^`Xm%%Gc^L7~xi#t`YY^N>oPP{cFNO{@wwhD$`Xkd0BUUri){L~$$HMs9>_m8zTq2m=BPK)i zM-xbiS-hTRDq2v1@>lvzJMd&5|d z1eEn|+7P2F%LZ54Y~`c#;2Olmkzw#)$s3OLe3vnFQ$oVG5clExxR%>Iw)61^FFLBLb99& zEZe{A@JExCf=)MP7-AJOTpz$gsmpk`4q@naO2;w{Mv~{BXPudDrdddxzMGqV9rov7 z#e=wYA{#=;CMLvc$R3PRSMjbW#2x&BJ18cr7U_qbhk+VnUbHVRK@e!%rDjv=QH^^r(Zfm5PYq#1R*oBlv9tv)CU;cW{1GdEaltc}y9RSc7{5WZ;4;&8 zngI7k-K@fJfyLY;TxT2SxR3a&q0X!?gF>N2z8tl9&d+UPMTx}Ff|x=23MMG{HRG0Q{%fzrisdpnk&%#L}x9c4WnnB zT22(oI$KL-jFT@RhQEJ9vgEYlBpEQWUiwsHQ8bqMbA@7>K`PN5gyw0-Dl5x{ai6s{ zY`^y7wD3gYT&BiMEsd^hz<^Kd=%Y$oEquii=h8_}GQBvpbWY(;uvpwL$6Ish&s*IT z67{R^G#I#`dH^sqnK?h9h@b2V{sH1*f4ymTcdxq%ggz5VJrZ_b;qQbCEkm3Ug)5fFd4BDeualcwN zVx`~A2b|1!3zr-83^|%wK(Rkef*N{?pA7ixbY*N4wq4CLb+ z(%j#q)*C!&NYL8i4;7O{R}PkSGea?m8*O--@dQ3!`<+{lBsxEAukDm?@RBy0HiR9v z^g+&tf8>LR`;zu(tloy+=G2Nnoul1NdfW=fs;w3ttN~MO3W8$lZnF$&*707Vb#0^G zzN4i6%P;=uGcO=}1UZg{qj65^O@fjbLPx=1D@Q;mL-!~hS2YzB_ z2uWj&n0s?^;5F!#dAD>#=mbD%DSG=Bf=ha9=+b_!87eoNQFGPX0+=5py{h+3Bedaz zrM~KqVL1oIFMVY1N1NZFEuX3`@f3hyls#dL9l~d}s#{Kx)r~70D38!$!*=bM3Cau8 zK6q&8My?LLN6fAq*mXHg9UPtDx= z+n2ZrTaWgh&hqBQ$l7f=+gSA)a)lGopEX4zz1Qu1j)B^a)O71Dvilt&-V&M{MtXw> z{_lEI%u&jyBds)T5(C+dpA4&1=phwb28lB9FnN-o?u8mrA1`zexjpdMo4I|x@o#3F zV~;xKN#q8Mql~7lc`9XuC&r;X#s9Y`6djs|cGNP1e=Bg>0F43xCaRirWsz zuZGZrV{IUF?uWP!b9ud)cDKSOLm$HOxzU9rMn8u^d_dNj(hZx4?XZxS~mx-U5}T)UKVRZX-sNxc-ZV zs|KzmpE%_G4%UH{hjt--*Dm9GVLg%_y9lMmhCBpYJJq8<zRhA%sa6K^BK2?iuLu*;hy#wFa|`mP7&9CPIpBjy+Nwl14ZI1TiWl~M8K0KOR2 z0LyCJXhhG=>}bv^NwwWwlEf+iq|F{Fw{g9Hp#lS{vGYWvn75LNfqRDNYeR)Lw)2v| z_k(PrlA;%90_UQ%ny08L0&Rt5^*i}T38_R|5?u)sdYbPysA`QrC&sh=#i`cn>jGnQ z0*i1{cg>AE!ov(>W2JhXcH#&)x=g1-s;fDc5JmR|Tjq-U`v-b%_Tu^jK_r{hS7V+E zDufsa9rbG3^#^=wX#E935P=R6pGqrGa-iH|661A8lpVlc&X z^wa2yEI!sDF5K$LOl%2G?*t4^qU-G*{IgNMoBF!xEQH@;-4SwKk9xDtnkyL z%SJC({o!F6tJnXg=q@>|`7;_x+OH7mG)p_D&w=98yN)0%*-p~fK{7Bu*}Z<&I+0Og zh6Ond@cGDJCPzUSxf6>ueHn+ZZpVsour>m#(W$gHRE?m|mn2rLLAHZ-LcFrmz4sC= ze?Q#el+C2Scrk5#JC%Mhm#IoU9^6Yf#)4UORZB3A##@#Y5K5!yxMV6JzZJz|_qL8; zexs-K&WUV*y2G~_{E#FrM&DuhA*MxQ6gKgkR3}AQSV|tsHHr+huniUFYErWtDE zWe8mp5sV;PAyZ`v*rq+nZei>F&!q9z1JPlwwztGF!D~uGT>b0B1*Q{{rUnar1gt}T z4Ni+|*OwVHWrdV!8gUHKrAo#clzf(>DiTz+1dRM8V1)TB=**cjrB^8Mp?feL$YGdX zv)>9#|Jj@8@_*U+$K>0bbOc>9*0BGnGc`R(6dZ9FF+F=9hFwT9ivCvg@N zFNM)h8=C28$LQ>weG(AOFO7!-J>s3Hq_fmZN6PQh>>MJ_^#Dkl>AoZ%N0s*l|<^1<|)6XWd8=B?{q3goyz=uUIuIk!ahSQT-96 zv=;v6OX2Srwg_v}1{8W@AeOfYB5B6d9HuuO`J51UU#O@E99=U=uFjvTp(cAt?qt_F zlE{m`3a+1ANJ&|O7HN-I4D=3uk(ZgH&(beXsmwXs=~Q4BcAJ1 zEv(9!xNP)+P(>S5rVO^JVxd70FM?fXcJf4uHi&XO7@Mv5w7z`HH?Kk@%{c1!-g*3r zWtPIa4zq|n0fkFRFc_*zvGKKpNT(UgMTEKB`@o`mLqv##bUjz%^0u};ZP2m(Qs+Ve zWssU|=B}!TdE?f6lEAY4^xpxo0!14IIP}1-N5D(u7CGkkZtPzPR0p(eXkQb@Fn|c~MBAumLk?4xI@{p43xburt4? z7Db7?1++;Y=Dk?8+&}@}g|g$xoX?EU5A8MOX!ld1r<-BSLyO(dRz%@}g@GugrP-qG zjL5v*zuu;|LY7fGp(7O7)7>~n{usOt(O!FYuRxDzsf4&}!M#C&?$#$JS{J!#94{aq zk5bO4C1k{&#FR2Lc;K4SFGcd@mlbH{t)&M0j&Y{Q>JO?T+E!DMrle@5SPZO3C`Oj&K2^XZ76EsYqKls^oFWaDSMo2Co zf+LS7SF3Z%a*En)@t2GFV*0+rg(UT6@v+twYOM3WgTPK-0+oZ$>}$&^6X)lYRFlTh z>O_$vOkQL964u*-K#X&ZVIEwFMqNk}_^sW=noaBOGUBA$$~^+l_4$|euWxN3$G9<1 zBaSUV#(SUi=SxK@EAe&)5+M6b^);iZv%nNH4t^V6%d&;zRBlJqfw%ajbZ;86NHvq zb9!Ygz{XTqG%s!r*qO@5NNT&~`d_Om$R`nfBuPc8DJYV-Q?9&FZqbJ~wUKs>HZ8V_ z+DHHWju6ulu+{ZzLa;1AZjpZMPa8nhgoYm~g)PDq+2_)d`(( zVB5ssZXS#u71_?;c5u)a*KC>|xJ%bV+PPkdiFS-2YQ#`Xm=()v7)wmEjC{l44>^(| zvn7Gv5x5bs4j*F>Lh8-ywePTyafyqi!4Y2?jL4d16Q_DfTfd_`wrYg%2u<5u{{GqV z)}Yx{LalHz#BuvJ;pAey@AT^Ydi`Fz6;vLZ1o|k zpIwBTnL2ZSIY?&v{>1C~n$G>A>6hN=nFp*KLbO(AWkPyabe?v1G$~%Yw)?g05<}U0 zh#)(6{)DA>>vZbpI>{GfHy2Uu%@BOoK=d)DSL=x5kGwe!OlQMPLQ+>szf^I6)&-H1pPs`&4WBgP!^ddFkhja@w z0KjC#C{lzb)(XW(f~@P0PFh9;_&XZx>o)c&vda>$<@gdfnCK4-&Q5#Yfukms$>JVs z@$bWgkluo?Uf+jRn=dd>sg%F@{{6dk({j0*^b!%_|2|AaxS!CNG@!o}U-orx?(`rP znu@Xk?b+pZr_e;hlSh|JbW@_V`dcaAuTj#IAShd1@;3Be&nr2Jk;lIB)J18#y=goi zXk}I^;YW4N{t@XssOP~kB_`nsEd%cb$D8nyJ?^p0=d009X}NsOj6yqyshAB2VC_o! zeqUnIUwYV{dT2MHe_LWef}r4!DgLE^D;!yQ#nRdKJK$!tP~(Bih7$LAT0ukUJ6MdG z%B@lGbf(D$=EJYKU!QyLe?=6vvg1{KrRtwX@#%&60q=#*iG?eCbdJ}z%vOk7s_p4F z`)Dnl7Ku&XldS1W-E^hvY(ru@^Tl|AyL(ZqYjVfz? z@9FA35$Ze=5GfNk;^j*2F76vv&cL}@R|LG^qwW~iunupG@BHfNK9Q=47tV(sU%^lx z7by};8{U0wW5P?=R9%fu;?S*~#H4%2wG^B>M%^1sn%3!s)stnaE&-&{aicA=S$6rp`!KeF#1r!@S%#3riiAf>W`Jpt1QecsJV=_xUsct zxb)5$v}cr7TUlJ8rjbIL%`aM}YKlf`oZ#}un1^aLAn8wv_ z=h8H7rwvNl{&oYj)80B=l#aV~_9|)|@acCESk^to1e@@rj_}f4bDsBg zqwQm@_uS1^wzv!i1{A^yO~c9-(rY*os}W_jtK!UPIs*wb-S+b5y7E4k0*I*xsCrX+ z>3xJ7Pl4xUfOj#?LUD_w&Ltk=52|3#N^Nz!CG6SYlfyJ4MX~V@^re~I7Hv^p3b4DCiwMT%Oc8xxWpg2dA*i}*oqoMGov)xe7|YRfGUvegUtG4|13mS2o?@d3 zUA7$CGW{YJ78b_F#_co8+HiSOCMm3Ki}&xzs}7$xu~i2N?j<)qz4&1Ihla2wE7Zbo z&on=W=Sg#2zTX~8x6(k1*=Xrnql<1%Xr7$Qa%?7M5B*gc6u7HN!m2*4J4vv6WZY9K zSu{bH`?g_6S}1c0G9cbkbd%S?3u_dc=c?`o5!P2ho2`IjB`6gZhCkwFe61q0CFi}M z6wHz>ACIKB3<+GEExkG@iD~qPW?}-E5dp5>++wgJQJ`m%!|JKt_?OhTel8Ozu^~#f z9h}U@Z;+iQs=2{kL8_Uz*P{=qV)gSGL>2Z0hEaD_o%*fkqrR0xdWF+elTLHy=-8em zW1H#h#cY81c*wDyQSgT=QyK+QiE#Ql{=%KcJM3)KjG<>YqM``FHua2^{xJL7dm%1D z*3E*hZZ4ZT7e51XfMF1wv=jz<7#k-gsz9Q@IzJ8_j|htJE3=0%yg7ywx_lGLS{jXA z;b}I1Qrob)0ihTEhTdiNRHVZEbA(u$=v`M?yA`;m;||z*(1#NWCJBlNh}8 zfgT8q#kTskDow!PZ z$T&b)rpN}KX#_A$%Gw!2VGgts2OySOmjVAQ90`&TxnXfTDBN6j8fWnkU+%f6!-WV_ebnr zK>YT5YA?j z4@<^8@YTmy=Of~DDR)aiOJ*0d-nti))mmlRKTLGhe-Hpa4Y!zAm{~5`>C37d zkGqpFF7E)Vy5oG>@-bnhYG8x^NFZ(=_t39lr~2C*Mjri-#I1zf9*?d6aiq$JxMQz3r<}iCMrh#4iJEe zZ`MWINA7mfgcQIv&cH@5|ExQi9e6dHy&a}pVWLdP$+{A*iqiK*2x;|@r@_$QU|4_i zLj?ccN}Mt0e6ZWorp0w=EGD&R>V@c2A<^lIlAXDF02sbvsYw;xpn<=7Sf)7s){pUR z{~29j)q7muW=&%l5ZM`ZNSvs=_|}#rw6#(-bFRn$NNEORk_}u@0?7TIcXqW*x?|hU zH=Xp%X@h$0u8Qf2coo~G({&d*Q-_pvjUSQJONy~Uc9nPxRKURy?G?RL3N4iF8rk<%V~tQWfFZyPAq7j#8>nC_;tm)j6&239 zezVU~+VPbVA*+iUr;0Y!YjRyezhH(yJ+<0+x(0Th5r$5;7G|yWQl+63?1+n=h-khL z)iy)$lLi8Xs3s0``2SPgR|nPgG;N{*f&~d~K@;2w7bi#v?(XjH?hqV;U4pwykYK^x z9fG?DciThq%lo~%`|Z|OwOd=Y^T$1K?~yq@Gd(liPd_~wHD@L&N?!KErI!Ul9y&6* zgw15mX8X0yxa%9%x`U2s!o?lr;;Q`Zbb|Wyjl?eopUQ$a-p8hE4%I>E_iSewctEkG zIO%!&!|AFz7e)7!&3Nsfhv*jhS)j~Lwpe(#n#|!yBXibrL&q(IkA(LReBr^1JXQTZ zIu3EvJvF<8D;ibS{XWlYDrJ%#brDtj5QUX}N+4Z1aA7R)?MK*|aErei&0*%>cD8r9 z$t4v7U7qVjZsVCGN#s1b3wlgg2yZaY+m>q(k<}AcrTOk@vkBAxd6|qlRMnCw-_u+8|3mGP13z?HD1&k z_HGAC!|lWC&ze%}D^zp4U|gFGG8R5mY^4K!=PSsPd18Liau|b1+PVcnCNxCS*(Utd zJ0<;QZ%~nCd_@OjrOrnw1~n+NdWr_yx7uuJU)azD3Yv)= z2NHA^(>N;cZp~%Y(xRA(GSJDn)n;QdPd_%tfS93hr8W{2_1bH&Gc9MNnyx#GXVs2` zon^M()p>I_(e{xK#HpdKz9p?xa56P}nEQ4X9m7IIugG3rhfP#dB8R8%w!SR(QOO_8 zLo6*kXTZ>*kk1U}X48W;{9|v_k1{t_E05RZ_ZNxRTf>|-+IC#LH$U{k87c~!VjXk# z(P66Ewy0YJXy`k>7oE857)$Gk4hgVccN~jOG82PGR&REhi3@{)&;u2MF$c{83kvhN zMMz^U3d%yrACXQjSw%~7n-bH3;WT6eVXuc5DwDXM>|Pn(-@#<~_= zog`7WsHGQ`6oFz5nbje$-WsS4y)`KiP?v_#bYq66dacuhbH>dSPq;!Ilx^^Wm%9#Q z`{EI6r0iGcQunL-q653e-VVoNJH_-Am%(8ED=!O`N+JMx)_snu5h9ig+pFa0PN>QQARwZW^xpL*I3!V5t!aD!{RjVL1lDV)kuD(=mrtx`6q9 zw%Uy6r(J){<}iQRKv`Z)C94S<@vR$*PS0si<@E{niQqX|lJnWn_uD2}oXx6MN>}{s zy-~mhe1SudS$Dkg6J)V~+fy*++S}JJlqb2T`k6?yx*Y8g=$D)L?#GjA9A(W5kxlJ( ztS@?2ZdGC54%y=|y&;=d;qW-rRH=CfjbUuKc7N7z+>h^degTeF|ALsf2=i_1r>H3R zD6I72ixSmSoX4w?JKeM!0gs)?Vy1FhL{4_LGdlGQo)aPF^)Iz+FRyto5HO8rfq6;9 zOm)-rTl?Ceh^z_Up7tH|qirj)u?Quz!o#cumdYe|#P|GLByzvzo&6F~`$c*SYozu# z8-0bcDV#K7}$;z`{4foq&7T0zr^6au{>b~1{hag~;#hU+g4+VGHa zXv@1|*@@90yz(N3Mny~g*viU`y)!J|cY7U6n_M;6VnvI2oatv zDBQkDrY#~mRDB!5mhFC)?c%76$yAI{Cc&YxcV_;LoDVyehjj03R4XdsC*kZA0l)ib zAc10!oCw+5qUqwkRfRiBxc)=;<3_kN{%^c$rOGrGxb!NeM(dnL=mp4dZfNJ#*}3)j zl8b0;d~B(BX&z++E7l8Pml5I>T-I0`UHVLKs8o+adZI%DVxk{Di$$dW5Z-_!R&x1N z3GCdHWOkVSbOk3Y%%C%e3vGZhAQQ za6KlD72dFCwO}j%IuA>Asv*t}mkm<>7AwZOHj`zgGr&C9HmtY7sHqaIfIGb|WP^@0 zbjKiPBz|Ihz_gY zWA#Lbov<5I64cjMxT~X?6}72*${KX}?U-Pv*E9C;>s_?MnrTof=m8dNn0%o(^G1&_o z7>n3yz^hq2RJ_PKU1)@xS8fU7SY8V09!FifFD~o4N9@s)2m*!1TRIJ?nT*hh8GRjp z??wtmeD_wQk7X8xE*#WXW6-MSs4t;}!#P)Efseo9H23PHz;$Lu=P9juw$7T*%>1(0 zF>~o?IXG2)T1VL$?ew#_jI4=tt=Tw*OQu~lSB5aez|zo;9eDKT{)dWsNH~;&i@Al+ zTVCuE6#P?-Jr8?d6;;8Qg?I&HNP-^e3jkcGX%qj;{Fi{lNsX{0>O{1z0tAHca+5Tvzt7goL(3&I6(9Kaz;i3jrwnbwS^p z=iu}dy$jF#i98eScA-(8GgDI@zuY9~;F z6!1{0`@VNKKC+_3iGsZ?{IHPyf{qvYh!3ki^>)WS`)x8_+mD(GMQT1Bg<)0iC z2Z72JmUmbRNBcq%)-Q$|?Lhs;L#^@3nxXaIsF~QgFkqz+32G-nUMt&-o)6}QRg{NG zo@@0E@4$4{S2sEcEd<1a@M_CTAZy}Co#L%XY#r< zzznDEx$gfY@l`QUd~2w6T}-Jo8?jyfs%r;r%PB0~!g{Q2725z$+~AbhL;MW>SX(HBBWq0qx;kpj zo3hrQs6Cvmb)<5#Ea*69VOef~=a8TYV5=#m5KEpkW+DoxGsWI>E>*lK?cO3}o2@(~nLdKHV95tMH$oEI zmFM@BSl1-wnBeg&?)TwX&JVo7r^!)uZ4=dyVZY{m_7Vs@j~OAobN?q!8o5lf^v z7Ut$~Sgg=LBihR(>9VUWe+(lbJIXGWqUSDNJ<&nEZBQQ_o%M^PkFVnk=U;eXE`n8M zhsb1hj)RH4olPPiJm>wYMiRjxm_?S8UYgFIZf;Ft)B3aP*v!80kN|R7lg5_>qjuaQ z5oddry?wl~-Cbd8#>fz>U>+7k&cJNOh7!!|my5ks>N;ZNu@@vQ=y!9_JutH%-qUxT z#JA8@7I*}O{mhU3#P+9iYG4>=k5m)0_aTwPL=NZY?bzX@U>T||6zs2NKay4Jduga; z_DSICllMC3NH3!M#i{$?LxiK@9WqY%3Gu)`$CfYzVX%_EAx5h+5z6;$=v1p)MloyJ zwYL@8C8K+}sH0}-D%0U{@$884)X}i{QMce4g&{iyV!rk-~KY z5ZWBQVRJW>=CNaKc40m8;bN86haJRS#<>GC^*;VQE;!Yj=e(aC1^2Y?ON~?%Wl@F% zEbY4+E8sMTF5bITpjoDR9tTdk*%ds9++cjlW&ppNCGiTGXDYOv19GzRwu@(%1t_QJROk4qq|7 zEy1YT`F3<2xnQIvGC5>!)g5^<<*7_D_kZTyW$sGuAfnazwV z0wnX^koMG0vsY#v1xJS^;cXeOIgg3uFPU^U7G}gVM%_=Dw(4SW7G#A?BTCP+Xfk<^ z;xqUwWXT<17XWcSf5*w-$&?0JJMqr7W`P_s(;({2#3rW-`t_$~Vl2}xQi1TvdHp_6 z?0p;sH=66?m;PVx<@PnfScG`W^dAYE>2mtx@#rA~1B}@HDE-B^%s0~a$l53;P`w}y zAMfOOA_djR zR9?;>X!o%)U~o@n%I2r$;_w%xw*vdQ#M#_E>fU`m8<}p*wZ#UWC{iK`hhmPn6NM-G zW)16D8wby15vgL`yvm2}xX)Y^Zq@)S23XpMCjqgqxMc4c2g$J=mg)`obuv8S#OU|( zMF^qDAQ*LccOBlhbgZKQVVI0>cp}DV9=s~P;90|;mz2DTa9`ULqo|ST8L&R~2vS>n zyqy_hjQw(wIw+N3(R;?#29mi!YHB7#F+e_NTURIzuEy{lj@`s%EMKSXSiMywdlYKynNs@U<3pks|%YAJ6JIxL!X1Xmelm( zQ%CPpk|~@RbhvvCSun1Dl#BP*FM}%;x3@r~x|>rip7NGmlXgTOJoE;i$tOwnX#MWP zbh&k;Ieu3prd&ImGRQML)?7-wUZ!=Tc)4ssu?s?zg*G{07lO<d-R@$e%LS7y{GqHdKni>(`D!FK-&q zTp;<4ueIJjba|1==qloMI{SNj%up8c`BH3ZRmhtj$xM2;ud84nH=HN;|ln*o#v6Ki@d+Hl1Mr2p1HOT>&ppS2Z@` zM{%FR`?Y1*4u1u5ZJ9sW%W2sFngFl zQP20<&XoojUAWL0&M{K8?ia@TqCM|rp!J>~-uEee=F+;2a(i(6vm}(osn<-IW;f$5 zRfmDcF2i=dU{GqGy*@Bl@X{WanaEWr7k7_dqRYgs0-U_8X^qn@7iyqZO0jO-;fuFf z_Jq&U9*$f53ed4cb|O9qA#C$@48R4r~ESAMCzxplPB3;J> zWc}mBS=KXAPcK=|?jt1gZURY)hjO$sLXp@f=PT>xgdZ=ayxmAYJ#*;{yY4dF|91_M z)6$9p`~2Xl+w}QQpWtT6bN$WGE#j`mv*1gBA1wi|T z1W89uJwO}9Zrllik|^Ij5R#@Ee0^M&exA0%e@nm5N(vp?LUb+AD{CSwoePBfEcoOv zy!nzX{hawQ!{pIU4i$8Z41_BC#Lvn-D~91glk5R()iup0*5dFfDn&}j0q0+`t$#%l z3R#;Y@0`h}7&&1ZX{f+}D(~O~NJmQKcHo!HbB*%_pX}9L<6Bj4@9Vuk!7T+eB|c0g z^Dkyc4oAr0YK!tI@+#rSj?YMdK<q0r<~(-LH+B22D-cY!p3vWThGDaY9> zb2%rH$W{o2Uf5(C`uL(ci*udQ_YAuHhY$oLUEhPwwTM9>4P%mb844#J#*;q376$LOxSi;&^vsTyZ zEP$n!F)N0{EZXIf56xI`B`4@5vt+N`u1!)_MM{(;y*ef?wIkb6&t5!3!3?xblKO(_Zb+*iaXd5MuYHKb?xq0wNAn@I z@cGTEzA9nv&!>9zQg{Wm+W=un9?%^CMlM3bMPKiC0dZiUArk}LO6WXt*9|F#F+-KM zVs3~rg>C2LJD!aNb1_+DHE(fwdCx7fd8N}K9{0%xDXn?~(jw2I%`Bmf8X-I^bci?& z8;`4Uk_~~1O9~+Ucd^S#7ijWAXmae@g{q2K z!vEb;giwzN?ajo1%W7__36jVwCMln(&|{hYY$cyD7hy@g*emGxqc7t+k(Ywjnt_Sh zD!%CqKYbsT81=YK|1wf!*+cw!0SfYa!%lH>6@6x_7Tk!gS6tL$-mZtcyKMm3P=)D) z(ZNDJ#y}!N&%AX@L{QL+^=U(Nk+^vsJV-Wq<^n8^+sLmS@nWc?vyKq%byn?pY{e1$ zt9w)C6;6QLWVs1>-sxAz(k)iCs~>!^Fej#Ttad=3o=`(3M_DHg4c7Wn4|wcX*r#54 z&S8FX=w!xU!CS>`6R1t0uW7C_KNu3l3xtwnEr}2;s7KJ5&*&|J*;FR@nw#;=*_HJ5 zEwR;_0PqD)yC=`_4fIYJ`71uU$^nIBeXSkMDV2wAGmj(b#?iefQhNVb{l64qXsIUZc&P-f_F<1)ZapN=Kc(5jt}v`Vy^@!T&D1hll$#u#vr z@J3K#tzu+cd(U`S$*v~QA6$*eb#gu%yd(@T9?-uYapw(-TDGC#b=!v0umd1UH`7t8 zABdk`{IFRDAe*5xC*7Cq4%gZ6`$kFR-}9=XbD5yTjo=nk>-i&3=nJ*CeFmAEafkKb zG}y!NcwW1NUyzI+lM+2%S+7mZjPwxJdBE2#*ddlR{{juBdqbBso}+8rZxZYM`oL9D z$%eu+9vr#2Us0TiaL3Igv__qXF?2_6Vnp**ipp+*%B%Lx^Ah#B{8rz9a(ahAII7?0 z115^XZDS4V(nE^#+9ju(PM}i{>h2aHE5JetW-{!@d`<_f-xC=)Wfr)6Br1_O{~-_B zoNR~D5GHd?M7+x8edOYhKGRk#>T0(3J?Qan8+Ci#~ZdswC*YX(aKULJ0lNa~cT^$-t9ZT$v&%B!E zh{1cl$*?xC{D|dsoO-l^zkJR9<1G8B74@hA0aZ&ivL6aV5U@Z!O>&%c(xg<@(*;Gd z>WU|>DzKc!pPE&0O;+LY{B@*<40{2SBe2e5TGO@dbVMNCg%>5=+1nG8mya7`mh`h6 z8X5wa42o^tdlM3{3=9l#AZu`0jC6*-a^kQUg~!BKYlMmF`FDeZq&xUgfAM^g(Jjs9;IFy8LpG#nEL#@j>&s(??}3H)yfeP@p=xOvP(*kW;E=PjfTL1LZrG2N^(#XeQ&1=Gm{;5 zPTsCn!nem%$R^mlFKWo{rlZ3MR_o90m6eSmLklCtizLBBAtQ)2-Bh(R^H5bIi_LDE zHw@~s2(+5kshroX9kgA#ypBx+9$UbVM?i)1GvIWL zlkE;5V%fq*DLyT93&AHX5fz!j`=-t2*5hzPmy9d^ZZnl0_ zG0DWq(V6-gHowd>;vF#$`}qUKbMemSpq>$1J0dUW zMTzDeJG<3FfIl26-i11_S0m(dYTZ7=b)27>2{xU`Tm5NX-UXy;jYzOyPFrA?vqCGx zLeuZ>Zp*zOSvaLcU!_;EGj5Z!A(AjEF6mX^jO=jH0wcI-V>IB`>MZupoZOCYs$BL{ zmn=2Gaa}rQutfWC(jcM)zn)g`G-G0bvUIPsJXCkF?<#hAxQKT#mq)H8J`j#d^QEnW zwz8*cLUwfVsK>?Fj@P^Vif$kntXj)}K(1<8!MRY8!fFtBxq6t&Yhi&KQM?r)AR7st zAj6Smsb0~r7#Tk%b}eCu*bc|B+O?hDGf-aIGd~saem1)UoC=#LZW%{StU96A4!t-L zf}P;dDy!tTo2ZmQ(t)C0jlWt8x?jJ5FX_r=JX({(Y?x#&JneN5olGc-lTn5S*KtQ3 zF5;=x=xsEzzAy1|_*LGPx9yxULm=9FAh6!eQDJs7pmKRjUGlSvn9WibW-z&T$gb5& z47NofwXo;|=@O#!p<9V|JtjkQ$=*#w>1=g5VjI8E=5l02qhod5=E~MhJkDV)?giZh zrJMRn;aq?sO@dxmF-?Wtg_6bG@{6dlgn?A(I?dFA0_K$SR}#K}Bhk7OOz3H242Nd6 z95E!W-9Emp)sZmGh@MULX5z(nk5>+4zuQubs|{mf0&GCPk8YZuiz=ec432(C8%(dh8F%NYoG~ZbdAWxyiTv9%6lb{inuE_KfQHLl&E`|$n%Bx($CNf zxZ77D#kLea`d^geS#Fl2J>nCz$MFVX#6?gr2*>d0Z#$B&xi!0zx-PP30x-vp&v!Y~&P!%Kuh;5d1PvpGIv>PNh z%Mi=`I0AWaf8^bUny%%Wd%<)~%G`@;J)qTencJe%H6E{0lQQ3{XXh? zYJFt&-IVukadBla9fUNkYo^xYZl#qAs#Ryoz++@$+9O5+y(`YsMIwdEJ_P23@(Khc_VgY#4ej z4xrx*j8vjoxV9I|27(D(`=e)58*}F4sc~`o)kp`syTIav$m++9k%r4^U`UsqhemUHC7W@ zR6$3Yifinsb>FAO;7*FGm2|Ij(fgCWE|8+9vGqKjI zF?5S2J7NXllkWnE1a(HtXRjAJu2;%gRkogBmT%9PEj(7Et|w5-dN%7XRPNdbT($y- z_#@SlMQ_?HmEsoe_ZzV{?hs~ratp3giAyPns zh-W;=#{iME`S_5mtSl%Nse$T;gG}Fcav1L20lNDY%*QNdnCMdctT>X)`IH4?`SqBn8Vy5M4QETJGDc zOe_W;2Of1)C$lgb-?B=Sfg`9Dx8~vom|QI=7ua!Cx0nL#z^psn-$rSB!(Y65*^MSM zVJ31eIi<{vZ-uEYm zS+wO)SIeS3kI@MDbCFmaqwSuBM6x@lRZ|rdhm<=G{ytYlzWk7g@_>o#y!a@peL8X8 z{kyk?+{B6##yVR!-xw{;C`33Riq#kp6eaU@X#OssNI~?!TQWzOVm3<@Nca>U#_$7& zW634^#Dfj6iVhD;k@ZrJ)HkjM;WJt-yeF$j@FLOzH*q8nQV|m}t;smG#zs}Lh-QD! zLG?s-oNaD|M7Gp&finB?%fevG0H5wVtw?J=A(!?wqTuT|#!Y=^y`@g{FGfib+eKY$ z*aWyJ28L=Gss@~K-#9bRn_p5e<^@N5|JoTEi`D>xUdHq`+2%EUnr2X8J=Uz_6a&3L z{ip9#+M$hQjG3)1==i82iph#fA~f{Lj|C(t3w&~6#k=!km(%DanzaNY3|?5$yq7p> z9{2C=FPx)vcK1qWCtizcD;U0U#R=rJ6F{%xZ6cCrIwsYyx#%kBl^-bWyB*6^|0b)% z25V2>3<QS{ zEHgpC3e|MHdFRlg^Ol1f-bq+i=9Pf)kkr9K1MGb5QP*$-L{kjODJ7KnC9A%-JVfZE zB}4Wb7Ku!#!G?Q~hC>^x!dAmdmCEF+A$WegO2xmel*Qunyn_dsis+C*cIq>&J4HVm zP5n&mw+4Nek2w6y$2HZ|%z*WM4@J8@xv8w-0`qB3qy##voY+9XucG$X#7QBp6Z;iw ze7s?BPj|}Kb88$GUfNV3w`};r(@*A9B;h9HK1*0S;n@)DcA7RH#n}*O3tRd!B$@44 zO0FZyj9wwW!GZNt;;=wzwNg6!k`xcNbwI<4lzORu{l?baS+<7|caHw5Ag z6S58|YJn5c#`f7V5ytHKdvZncrI?yO(*oPgDE1lqXwgJTH$GU;MrdurVAj+1I`r@K zxyA8OeuFleF`2bY?o}F~9r0nIxDUDE8YMLCC`Mh5;`4sc|9%%o+@bk&&g5}E%yp97 z$QL2)xvzY^YVB(xikaYo*-#mdAQS^9dLr}%Q#Dg5j#}l^DYb9A?e|{u`6Kn&V+eq8 zCB#8c`^pzm^q7&#d-M({(dGiPy6M&0~MWfEiZ|iX7b` zj(ib4M2wk~v*U}*lf=iQDn_?{iNX547aCV>>Ht3n@=`-xP8noKliLwN6PChxsuzhKQ+l|i za~4u62CflvecZA3GBxnUnjbK|U>=GB9@K6L#gQi*u4`m%BFoxy0D4D7HfR>3VOFad zPJ5%*lu^X~u@+n!yAaC|4vHkm^%Yze74wsBiUTCVJWYdk{-RS8CR3Cf?1{Po>nNR) zR^O*sooXby!Eu{$2$EPygjTa9C}cXuCF+VZV=7Q-KWM*bH9%}@yTO(fwjGw)DNJ?+MY z$Wf$}A*3*j5cMqhZjAAdG`p!nmN~t#KnM=rWd;*L`{U=(UdQ>E6d-Yj1XFx{QE?Kj zcf->gS)oZAd6jrc7JPx;bu7wEfw16LC$6vL9B~rd6dg$}z*2G}YrQu)eT;16Q~eed zN&#lg4Nseue3p4UrPEm79q>*m)7Y;lbFlaO&II&ARECdX8 z9Ze7^NAZ>Xb6&-gf5$@na8*Z!bD1rQ%;;CBMoA#W^$DXf6HeVWLp;qg5z<)+tEy@N z0MH5L%}3D2GZRp%3>7JnXHb6o;;~-k@K?A(M}H>G)Uhc6Aw60tj<01Fvn5V04GrNC zYR=AeX#D$1N6kc0doy`Ub=l(0e4yN(k^X)`u|AWHjg3}4#W^Z;5pLmN7{?%71+iZL zk%qB}bzx;|n3yD3tYG})`gO*J92mn|-lU(}g5r$6yz$L*n&F?tt%SFKK^M51Qe3jR zj-riarm#9@gp>TbBAdk*q%C`+OTfuCYk@~=#6sKPrnrt<`a{nP2DC5RVv4Kfy-RU# z6pzocbfxR@xQC8uJQuOagwjmOQj+Qa{`;Mz#r(u)@GqP-yE~yivTEWbFq?~O99a2L zVvxFyWT31+YwrX3*~iC2>sE*r9Rnc*BBH|px{gWKZU;FmuE8z6FN(73YSZemB&5L@Tvg4v4e)^yCV`xlJJ=&>j4Vl>~s{KhcEf6?EfJC;>fQP&l$qmhV{ z8RI;-46UtPtmZ6xO?Fz%kz9@>|KctCUmZM_Y@|U6INI^(Lj!lvHL6VB_V#ytA5*R1 z+Qci%~(UbP;Tx3HN%43#SSuO)dkBJ;H(6tHb>XqLyM?c8Q|#DL7IJ zT`=;bQ1%tCCE)-B+A<_7Yh6ZeDTe0Z(2kX_fPcEoGcrL@`GZkwxI!RHaC<#EACgbQS-)84FQIeXgHe^J7y^5D|{^m8Qll zM4lHAr-RIr8j?oAEY7rf8uq+K!?bPqQ9Qnq?kGB;n4B_O69R5@taj;=}qWxXLQBuHqG}a@fdmfYt@`d>}MVlh2RN>zPs!@ zLa7O(p{_5c+u79~q;`mitNnukxOnJbSVr|%d}C)lk(6UNad_Hc8KxH#E|;R|U3I)( zJX_lCWMwz4#=1i9pd~Nrt*)qFI*=kj~serBeK6(DQ`3RG&cB|)lB9YH0 zYS9ImzGaih<9?fArLP&%p<7{#Qn9Q8?t~}o)!@_M!}T=r za(mT}(r`_i3{7^}o@<)z^t9sOx z+Wn)>d+U2bJ}o{h;)k)t>+Sh%UA-VeDOK9_WCy16$x9%6M((;nkPE5ba02i3tzPiD zzJDjVW6hGFC4XZbYFkp1_+`8u>{T@xW`qC{sx!=m)&yC|wYrZ8LzXSu4{*#2nyTWm z*4#R8Sm~uXztJ@=+hsn@(Bh@1k?Z3`qP7n8Gp5}wu9H$&Ws>qA*h-S38UW!Gk^f+Q zdS^c0gDmZ%1&SHAH}+GF%+yoF%-ZL9-iXE@ci8tECx<2po3c}>v>ynVyx}$X?+aUL z|25JYdpy!(_b5q0`MK%B@gK=wMTns0{)ts>Gy2wMl{mjdF)tCp8uPL9ZOa$=v@=6) zVv7)otL5}PkVMPXlEREl;f+}l5wzvU^J$XlS{ST5ocE_a9mzXEgo`%dCL6P~H&oc% z6+1i?J?=g>!D_QsogfYpxvO->`R)!i7p6g1`6;`31L3@WCY*Z3ER>-y{OKGJi)#Vz zSWxR>vzgomRTQL>KZnsbzuX>53kY>p`d(V(wJ~Qpjr86Apts+))nM3XDj}kzee5kB z2kdsLGm()*DZgPRVKP>|VJ@sLo8;IRvEHE(`J03c3k!s9<;b3MQ^h3bw%jE9XN5N) znhEw*B~?Jrk=vJu5_zTUdC(=#SZnuUm|>hm^)evU20L8%=DM!{Y!6x1U;&~`G=XZY_^D{hz{Q3vN{@pp)x8tlB-{jU+m*`{Wt3 zn;>%QQIZU~svC5j4c~A;_YTp>UL^U4x64T+F(YDYF+wZKQ#0nd&~``Bw0}wN>P^te zR*Rx+#7|b`#L-L&l~I`z01%jnpO_jfpeUtrqTb0<=_@JXp0Z4B%SE;4@YdOW!*~7G zt=Ap6E*rfWa9ChSU@CRE9l2yao<5fut*`nPQ}8{32#}n3YdF=MfT~2P=1I1v`kYB0 zfZ_ZpW1*%E8l@DZpx|6+^Aneak9KdE|Fcvw5s0x=vHueWNb@aQ@kta`RF@oJIR0wA z@C`Ah+Zb)(oF_Z6dC#2D)QIGwq{3Nns^H$&s)}s9ieMFt-1~hcu0q-C#dLf9=pecd z{-;L~N;BLKMZ@SKVfi1-Kc#sa!MtPpSbDDQ-%uSst{>99CPKnKC({oT*Yz@NE+>}Y zeQryn&0D_!Cda3XjBdsCWChQZsbaLE_%_jDAxjQ)O!-ZDeHApeX>;1V)A-dQ6v?7+ z_TVm)5a*CGX67z5gzhPB16+wdizy+5cx~1q{0UV{aQ{=U+y#~8GPD#-A|!V~_h9HFCYit2wiO*p!I%+LV7qSC+=+o#Qe+j2=>0u} zY^?BMVaz?^V4Z@I{SWN;*sWQm+5`=YUc-cd3P>w|l8v;R&=dqF{-@be|KLKz;o1R! z&v>8K&dj=3CyzTC=oqFQ?g=GePi{m?9EF&@<~@Qb0cBXc3`3+w5~6iL_8NWC*>=0Z zfWJ{fYrl+f2ChIEWM2ad)Q4EPhk$B>IOCGsC87i(|PQ~)jk-pqx6b%OVlRYTL>P-10fBrC#^i`|h zINXX^ywadsgs9K;YTyI1a$Ihnc>ZLC!2ZzN@yx7VWt*eff0yiB1>He^a7kJgPnJ;_J4l&unJ0s!=WgLnSOKEmR6)}EuUVph^`M^3BS z3~aytBzFbV+Qq9Hefj#gg@9csd@D@?;I$tXL*#XpQo3g)?^7n~H>yVe@~_3I5G(UD z{@~xr{|?6Y=d_Oh6C~h2x5(K2<02vl;BC)?e#`{Zmmk8bW%(nJ1G&Qw7BM%%ir+NNlBKwas{>d%&FQaBikibN|0tbMi6LYeUT|4<6 zlQs4h$`|6^t0m^ysSJyVMZ&^@VO58(RLsV2W zifWMk*D#BJmF0>0zt*|WU;S56n8u+jH%%P>_By}QvK>VOf-IY$;UP{LdhwgA-=ljA zNC(2P90`7 zd3n!^?wgIItrM4(3%5#>F;ZHM@2{}JVCfSFu5E)HQY0wJ{=5f(+G?|&`?p>vB=moy zSN)ed=9qgzU#BL?KNSHE$mxFxHzphxKZXiHRjMGxe1rkIB!Jf}C@KQdDflm18Lt2% zcbM8v0x?h!NQzkS5BY(9G5{5rvtVyvlVtgau?sB~4@|F|0w7y;cU#o}nZ?3P`L&VU zd+`DNL(6TKV!^hDu(z*|DX8x~AOd4V0FFS=($Ls=GOHi8YM*}h^&}e&$gE z0!RLjnDU>^91g?yw5^nFY+?*8_sqN(h0>Yz^|;N=&G&&oa<){(4V=W77+=7}b$>h4 zV)R$n>>xe&?qOF^xY_Z#aRAo|^D_r_zS?wRbavKcfmDvM7tjF4{^x~F3zsTT7V33Y zT~vHGV(XXDQu${g^FqvjHH5?7v$8lsI9&kp`9P#_=L6Z}?F3HysM3YxbsyFta)8LBAu_o?q_oZGl^o zBUFg#(0QixI*dv#i4U;P(e=B#ZqfrA2oXGlgj{H&T?p{~MYD$;`89Fvd$(^GBkhI(dYSM*u zUjjEqaj>qchFO}cU zfex|>iw5zybx(^zB}Ei=4;FUeG& zR#cyKevU2vbB4p-^K5t|)`OU1Tlev~2etVbBbEIX#xwq8%$>;DA86n*9hraTy`915 z=NAzFLI-GvEIKmq{+vFR-19%e%ai2F|5oMqkrn1&g8p;OKN$G`IO+eH3i;<1e;@vT dsYNv86S4d!+_8ljI(7)4hzUyxl?m$j{Wpmv Date: Mon, 21 Oct 2024 14:25:39 -0400 Subject: [PATCH 14/14] Multiple bug fixes --- R/computeHeatmap.R | 7 +++++++ R/runDimReduce.R | 2 +- inst/shiny/server.R | 24 ++++++++++++------------ 3 files changed, 20 insertions(+), 13 deletions(-) diff --git a/R/computeHeatmap.R b/R/computeHeatmap.R index 1d63f526a..ec367af98 100644 --- a/R/computeHeatmap.R +++ b/R/computeHeatmap.R @@ -131,6 +131,13 @@ computeHeatmap <- function(inSCE, features[[i]] <- .convertToHyphen(features[[i]]) } + ## temp fix + # make sure the cell names are consistent + # UPDATE THIS IN .convertSCEToSeurat function eventually + rownames(object@reductions$pca@cell.embeddings) <- + unlist(.convertToHyphen(rownames(object@reductions$pca@cell.embeddings))) + ## + object <- Seurat::ScaleData(object, features = features.all) # get assay data with only selected features (all dims) and diff --git a/R/runDimReduce.R b/R/runDimReduce.R index da4ee1f63..57419236e 100644 --- a/R/runDimReduce.R +++ b/R/runDimReduce.R @@ -76,7 +76,7 @@ runDimReduce <- function(inSCE, seed = seed, ...) } else if (method == "scaterUMAP") { inSCE <- runUMAP(inSCE = inSCE, useAssay = useAssay, useAltExp = useAltExp, - useReducedDim = useReducedDim, initialDims = 25, + useReducedDim = useReducedDim, useFeatureSubset = useFeatureSubset, scale = scale, reducedDimName = reducedDimName, seed = seed, ...) } else if (method == "scanpyPCA"){ diff --git a/inst/shiny/server.R b/inst/shiny/server.R index e4bf4c9d9..cb57f0baf 100644 --- a/inst/shiny/server.R +++ b/inst/shiny/server.R @@ -7776,7 +7776,7 @@ shinyServer(function(input, output, session) { { req(vals$counts) message(paste0(date(), " ... Finding High Variable Genes")) - if(input$hvg_method == "vst" || packageVersion(pkg = "SeuratObject") >= 5.0){ + if(input$hvg_method == "vst" || packageVersion(pkg = "SeuratObject") >= "5.0"){ vals$counts <- runSeuratFindHVG(inSCE = vals$counts, useAssay = metadata(vals$counts)$sctk$seuratUseAssay, method = input$hvg_method, @@ -7813,7 +7813,7 @@ shinyServer(function(input, output, session) { output$hvg_output <- renderText({ req(vals$counts) if (!is.null(vals$counts@metadata$seurat$obj)) { - if(packageVersion(pkg = "SeuratObject") >= 5.0){ + if(packageVersion(pkg = "SeuratObject") >= "5.0"){ #if (length(vals$counts@metadata$seurat$obj$RNA$"var.features") > 0) { isolate({ @@ -8114,7 +8114,7 @@ shinyServer(function(input, output, session) { msg = "Please wait while clusters are being computed. See console log for progress.", { req(vals$counts) - if(packageVersion(pkg = "SeuratObject") >= 5.0){ + if(packageVersion(pkg = "SeuratObject") >= "5.0"){ pathToCluster = vals$counts@metadata$seurat$obj@reductions[[input$reduction_clustering_method]] } else @@ -8138,7 +8138,7 @@ shinyServer(function(input, output, session) { updateCollapse(session = session, "SeuratUI", style = list("Clustering" = "success")) message(paste0(date(), " ... Finding Clusters Complete")) - if(packageVersion(pkg = "SeuratObject") >= 5.0){ + if(packageVersion(pkg = "SeuratObject") >= "5.0"){ pathToUMAP = vals$counts@metadata$seurat$obj@reductions[["umap"]] } else @@ -8165,7 +8165,7 @@ shinyServer(function(input, output, session) { condition = !is.null(pathToUMAP)) } - if(packageVersion(pkg = "SeuratObject") >= 5.0){ + if(packageVersion(pkg = "SeuratObject") >= "5.0"){ pathToTSNE = vals$counts@metadata$seurat$obj@reductions[["tsne"]] } else @@ -8193,7 +8193,7 @@ shinyServer(function(input, output, session) { condition = !is.null(pathToTSNE)) } - if(packageVersion(pkg = "SeuratObject") >= 5.0){ + if(packageVersion(pkg = "SeuratObject") >= "5.0"){ pathToPCA = vals$counts@metadata$seurat$obj@reductions[["pca"]] } else @@ -8220,7 +8220,7 @@ shinyServer(function(input, output, session) { condition = !is.null(pathToPCA)) } - if(packageVersion(pkg = "SeuratObject") >= 5.0){ + if(packageVersion(pkg = "SeuratObject") >= "5.0"){ pathToICA = vals$counts@metadata$seurat$obj@reductions[["ica"]] } else @@ -8439,7 +8439,7 @@ shinyServer(function(input, output, session) { x = t, fixed = TRUE) ) - if(seurat.version >= 5.0){ + if(seurat.version >= "5.0"){ Idents(seuratObject, cells = unlist(cells[[i]])) <- groups[i] } @@ -8528,7 +8528,7 @@ shinyServer(function(input, output, session) { x = t, fixed = TRUE) ) - if(seurat.version >= 5.0){ + if(seurat.version >= "5.0"){ cells[[i]] = unlist(cells[[i]]) } Idents(seuratObject, cells = cells[[i]]) <- groups[i] @@ -8642,7 +8642,7 @@ shinyServer(function(input, output, session) { { req(vals$counts) - if(packageVersion(pkg = "SeuratObject") >= 5.0){ + if(packageVersion(pkg = "SeuratObject") >= "5.0"){ pathToTSNE = vals$counts@metadata$seurat$obj@reductions[[input$reduction_tsne_method]] } else @@ -8699,7 +8699,7 @@ shinyServer(function(input, output, session) { msg = "Please wait while UMAP is being computed. See console log for progress.", { req(vals$counts) - if(packageVersion(pkg = "SeuratObject") >= 5.0){ + if(packageVersion(pkg = "SeuratObject") >= "5.0"){ #pathToUMAP = vals$counts@metadata$seurat$obj$"reductions"[[input$reduction_umap_method]] pathToUMAP = vals$counts@metadata$seurat$obj@reductions[[input$reduction_umap_method]] } @@ -8838,7 +8838,7 @@ shinyServer(function(input, output, session) { # #Proceed only if sce object has metadata slot # if(!is.null(vals$counts@metadata)){ - # if(packageVersion(pkg = "SeuratObject") >= 5.0){ + # if(packageVersion(pkg = "SeuratObject") >= "5.0"){ # #Proceed only if sce object has seurat object stored in metadata slot # if(!is.null(vals$counts@metadata$seurat$obj)){ # #If variableFeatures have been removed from sce object, reset HVG tab and reset/lock next tab

  • A7erL$`{bm(ScTn!;njwl%w=e6otR@Pcj}ugobl{cQ+!N{(|tv=kP*{54qDB zXD?okDFboDJN-z?qJARAcr%WOzaGuM`Vk(v=_j~xh;6y$Ryjf8Cj8=u-^Y)yy$ip1 zvy`!=1r_#~+~FH0IZ21(;um=_f(B^^=T;0b^8>ju(^zyKY_x1c9Wd72iEMI!jBcdu zW~7|lmUhD!Hrbx>LxORG+;Y{H6NBB!U-C4=V zGxAKxrJu13UUEs~R^n2fhb`6R3G95GWF_QWBP~Jy-KJKvNX8J6|Y5%r% zqPv~FE-JxUN#Ytg2o?v1o zCFGkp{}G#*2zR1&+Z$N@_+7Z`#%uANpWcgKKHUKSm~*i7imUMH&wUo>+Y6a{$%zt2 zYKMHuSRfHMbSE~@jF#VDhevPxk>Qsmp33OYpzeGR*M9#d-0*4~Tf6M2C=kOYeGt8n zmi;wwJNBJ57^-%ljYI2`4x3?d4u`wrO@!9{8h1V2jGl2<;GA#&3g4wp-*fN(;#=Ri z9AB=Dq3KW0ZObn8n5sicqV6N-T^<*wT4|L-#dj56>2ol(f6H2GTNXNPn zOyr}isuEKtm%!Jt3hhn1@s2-;zVbzwvS1l5UQ~$0rf2cO!}sB)@7|1i?!FyA{Luq= z;Gx&CqnGu#ov@|)(c*7MLokHiFoTf-w{cJ;%HVA$Y=|(pH>LW}H*7H`%wL8}78fD8 zS?avksPpc-ZZ+z>@1a+*oe81TX;1ml6G@|sFXNux?}3c3%jH66XD3#zT7_T#`qy~j zg%{A@-*1fnwr$(+$hTihZCNvGR&M= zh^bbNStP;0VMww-`7xy#D1?~|TWc|WRux8$vLIZy3A^ML5J3hL={{`Q*@Zp9GL(#8 zjPZpwjI@W*Ex{+Fkb?poBY4Q1nVOUXX@^XsoQa<@F}P3XqKJuuC(?pY?@n}EOo+QZ zpcJ5}B8krJFX62RAHf5^*@F6_m*bk{K9uiy9V?%G4O{v{=yW-ZD_!0-5a5q; zdl9R{1*exbrnnHrMMWqoDn@Z}35rV!QIwYlms!rMGD5TWjqz+VrU^_5vfohOEpj`o zF3O)Dy|DrGY9;`MyT)oXe%j?*%qaAw#c^I+eOw627i`g^AVA6yf zbieusta|<}Jobluv@Z#`-I-fvd=iP9T#WFCBd6m@v~GM0kG{~1#EgqDeZgX!V+z5^ zF_k<}#@|YL3dTaH>rca#SAiT?9?FvP+>^9%Kv5D$IcwhJa>HC$fE)(viBK4AAtr9L zQG)@%`;vm}d`nrX_+Nn}A|{0Ud*Lb_i;`uRVZ~fGa`rui=N|nv?!Es${P4!>aPQqW z;QISk%qJcVa}^Lsq7itU(w87}zLg*bgw5Q!ac;V-XtqS>EW2saKwyeFA5nFF12 zkj4(1r@%O?*=sxxj!Ck}sh!nX3t{)n!P3(fQ$Bp~KYc%5dgNZ*b;A#F&;9q~rl0%- zkN;&AUhPO@fD<8W%9+|T(k$3Uh0+{lwiDJEUHNTDF&2g8-4$9c;$A;;U4&#qwG@xxpK=h zqbBZ*MWspaF+86Vo z_Q6{+5=FUQ6!>4ouKEVN+7Jb3Gjr`$IL#5Xgkv!E{sndGpT+mTb2F|xY8zIu4FUMP zxo}vAC>6)koMvnpp{+6zK5c*PGRFKMY1zB% z@u-;6`zUVtv^9C~I%CWw*zcZRIOUdvo)Xw?Zj>fo!}@0*#Z!NL34iRIgc&QY#w8al z!F>02?AWjeZ>()cyPdhDwCk^G1pB~XPVOQQ4(1_u^kfuF8jl)tz3~j5?e)MI=MlyB zV6r){6g#{b^38i0UHLu9?ZfCxB+wP^L#*jhy#CB1xb_D(8w|@vGEBIgr*Ixh+EwnMt^rOSn;789`s;TUhYRkJD$mfprh#=|9|#2kyHaH{5(1 z?)<^Ec<7Z4c%qKJh+`p(SD9A4f5diWPJWXXN_>_1UPv=|u;+vk4!2_U8@sT3pd9(5 z7h~4=xtKL9AEVKTt#9u}Yg-@sJq}LCd*r!9X3S!zFK`#3x?()aV{al+{|26Zu@Sw) zPsP+zPRHV5HdK0Yj05SGNIOD_Fb2XM=-GH9p84&M@q?eR^;c=sPKQoOw*W~(1Dbr0BP4S>SG%6Z0bxnF?dG^e&+a_ z`K3GuN-##1wnDCWbLZONDt5uf&qfx+iml-m1cG4%sN)4A-EgrCvd?GDz`wHS!Rq9> zq=R2&v_w*H?J`-dFo%1Q2zQ}9V1=W^gWQ@zjGIFI=p z^MODoI@!OF*y?O;L;rko;Y8b9NXJ`Y+r1fW%>ne~jKuWmIjA1yL{1<=UrTQ<Ph89$^e+t}L>hAvY42Gk&0)$W^~mTwa-DP7V}$oN&n&gG$Fu6nwl{7>#gB)1*sriQH&;gY(nPRgYd zj(8g)i4gjuJ?PzV2cG}kPw~T_&@ao?uk`Kvb?4{5z-_nw2KO<}*wt-@M{e6_G>8(j zUw)4f5jMUInUiM8-y^~HdhAY^x>h5)?@g>>OxIx>j!}zF!Hmh1Q9E-K#*Vb2jHlG_j^d$%GS8o=%u7o&2Dni;VPYmG6sM7E=f8w`w#SyACI>U5V*M+NK5bxCra>B0L& zg0%$qU0hs@yu3VY+O!FO{No>S@4fe8<;s=D!kSzyJ3w_x)YI^RhvaM6q~7FD*Py)`CJQll79z6R^FBsur(h(?nf z@53il&QX_JslgORe=LrevkcCHk+6%&3(ApPGZLvvln(2I$MGB7^wsNe*CRWyvves& zr|RI}xC8gz(~5n86h<--qN=@5WNcViM3sUj2ThDcKnc*2k)sDG?}05DXMZ!#qsnp0 zL(L0d3+_a3PX~4fhoOAYNR-YP2NacIRP}I-tQn1Q1{2nhi*Pv*8Exx@p47Xe%K>3pB)Mjr$ zcYg=otm{O2*iw|`jltM`LBqx+sV6q-OR^tu6!{RFS%VQ?Kf)bd*w$`AJZ3h|JpcP3 z!XPthLNu0-lA;RCn?4M#&3EGEKR<)p*HR}vrIh#MWl=AgPHj^LW-@RwgchUc5C@Yl@7h{{rw6i-4$UKy6xxR7HLJI=(HLu2E6 zS*D3`R#FbyN{0yr<`gXUV%U=du!MGCUvCIK-Uc!Hl&*S{BKs(*M=L(en)6+1ZVKd2>*E*|`{%=Y@G!A9~Xky41nvzwyPG&LRut zjHAMq0>r~Ta5is1TQ9#aEy4K7`{1RBCBm7qaM0HUvhFf~kzPS#`a0m|L z0q}nd9ACK`QLvkB*ouyT6W+>d%${RIQOzizYy?J)>>av(m+VK>VGX#S-%AZcS+M;f_uYd6l1`H)yw zX36elzx$(%CtJ}$sm&`d!W`N;kz=`Kp+(}vSTho?LNtt=hvG^voV1zyw!|>t??H~s zMj4ix-j^VMa-qL5;@YGvXk-?IGAB66T?VLm)*w1}bfRx}7`EZ_FsiT!ld7vRP*F`= zHwvTq8aZ+lYO02zy1WphN_=p7C&1^eLG7qC8lJlmuRQT2{?s%EDerJh99@dyB5<1$ zRF5s=eyPjczv#GxadJhXIZmB74tB}{U?x7a+6pE3LNXLWgmyJ$b;1#4UJ|z%Cnbo_ z3wK-KvKC-gMIH*|_NBBThtK|@-x$|-z;10tAVQzp6ozT+=@>R@4#t-jqr7Yw^O`C{ z2S$z@iQzTFQC?9_JLW?{4rPq{kXzx2r0s`>OFqZt*;kK6m45c)B4M z_TteP&Y8{^`;^_5!orj<0!w@gntJ=OH(r9OX%mo>?*n?{i~(%43yj;CyGOb}`;?0* z6Ff*azm1+?4|ei*k)`)Hs!~dNL>p>7zFW6Dul z4U8CGgsQO>h7FSEG`{x|*THZvG$8B)^-S)7A>t^pM4`l3X66XA8%ci$60fg8@35!jH=1lmXVYdk&}wbGL)C+qr9jEj$Y<7 zot@}Um!PP?is7Xl#sXWyMB5_co9IT+SBYfNSd@EAa5FxTV?{Qz4NjwAl>b`bpkHz) zgPecb897Epdzu;m@`ia)Ii>*lj4f=mv*`roIk**VeSS2g3sJ@RFeg73=wX~p8!0h_ z*kmi?Ly0$&39(mf2e-AbPCNG}CvN03<}_@#MXu&PbTBy|iDty24cO9Qg?l*lV%$jD z^EB!MNp2%CsG0iR#k|dfX_F`yjs}EUw=iEw!!LI)$kwC~IgVj1We(?qtLsVZsc*pQ zz(`EL{A`RLQ;oviJ?N(>M9gx9b;chVF9`y|LB=pKgb!0_&KZBVa=sJcFk&3{gv1Z5 zM;@9cx44yKPtiW^I#r0NW%($RyX_bUi0H3VA*7jC_4h@PwC5pr*ho~2nU7h;eiXJo zi3fiC8~pw+b?ER_V`51PRe5Y5jg%bONio(g1R#U z#S>-%g{AcCH5g6*p0TmCyVX@F8&-hod=q@)UyQ!|JxL&D8Amrb4pXMFt%+B$@!o&K zH$L~zxaO+Q;j`C#1z-C1eRyzF1KMVn8&}bLIJSTPb}Gu>k57!fE-5L&>8GBGUIyjs zDk`$yems%(cRQU3^!FQ!IfGZQ9mtP8^QrIQ`hU9=pPxx5_V$DL&4vixYGPdFG$9sDA!YW#Q<#fldpAst+pue28@8_E z@1v(<#)Zo;vCs~8IAR!JtJOgV#{eXlMBHA8{M86taFRhIf`{&upARuXHGc8fHZS9+WQNZ4VhK{;ca-`uMh*mUUR+FK!aMN7(=X%MjSiHa@$dM;H7DcCXO^R& zV+%T(n^9M{6V1&n*kWFQ(dT>$SO42(xP1BmnqGJrkNv3)Edw#weI6zl0l2q5f^Dl_ z$M0LmV!`MB8(06+r}5eOOkM{%v27cjb6X3V_w7JKYYdH{2`H<`LvgVUQ6{<^`U9j* zu-d{%CcCg{dlR+>#$oup%W%>3JS-_2z?LlyOg6S)cYi+GiqFQGUpxmV&aFXZ%8!Vv z8l{uRV#Q_SP|7;@)&&{-W)6hB8wXu+b*#c=!0m@Dewl1B4s$*K;cPW!}8^earNjRB21<>@7jm9reqTFNnoiEDA72OZm*(AnCC9Xqyi ze0O8Z<}KJ!--5QT0rdFe2p;JcqsJTU-{9B|oeQJev^8m4Ic$+#NVPqWKfbURZ*;mb z=FBPZx$H0}m?+8tMzV;?cuX<8-6>arXJz(Ch^=AL8ISrA3i`2QPZRs! zil%+Lv8O43UBP8oeE!Ke;p9menb?W#dy?3?FNF$Q95#m!zI-QgO1hDbbfIobJ-2Iu zd&bEaS-S*FiY3XF1vdI*Cd8(24^ojZ;^_hukF>y34)knj!7k2uSCEOXwH2$^*Wt~k z5|o|#Wt=mo8t05+T(W&1>h|qHLvs%r+FUSuOvo)|y-~_5yKuBCY4`V;Kfk*Qn0DdK7hc7)ue2js`*~dQne*@;*G$CN$aeT!>e*KMx27gE?B0zId2)ZvXp}le zpe)!5TW}RtZfnI(_X5nn?0<2_7#C&*-^SjS7HnJD154>_Ouq60oI0lfj@{ev+G}C- z^md`dEzd^G^yBD~G5E{S64@TIbFx5aPPW4yd;_a@^`NeFITl~_Wt=zwRY0o0)`1!R zjkMj3XsF+f`i36tYRX4x*>GbaB_5kXnO}*{&W-rJcu$B~+P0?z-;GMrLkg>~&lG_^F~tzDzx9kB#gU%eDdOPbKNYa^a%ccPyr z%ST5ez0TN=qmPgj_~czxo$0S}(#N|Yi^C2|%3+I&A_j z8f`V~eu6QD*&=eBM6{prQ6L3-K{@i%3E1lD(AM0BCVvWjy&*)l)Szj@-%g@HYo>zu(hqR%sZ@_3nc~Pbf2~Ojn6_EZ(YfKh7$)FJ%-f6^(@7OW=?Ek`w z+0{6&v=5u9pF8X8sN2ohv!fTTk_uFg7=hy0WaLHHp|@*2p50|e=_!|E$=PS&Q$-!H z_tjzRUg~v2J?go?PP-3z;Zd*$dTE~nh{k;=tg#_yB=v7s3pO^=A9n|+*TXox91~;E z`7+s<6NF$7ufm3%O;}BTH1D#nYQ;`{+kDuk1v^GY?b0a4}9;P>JHkjkJ3a zbasVN;mO*)A(Oa&><{7HZKLFiMR26|AQ0GvReMt?oO20gFFFCAqAhXx>#%KCJsRt` zpsR2RN@ib*uU#+$6LVs)^vB^CxeRm07UR+>ajd4l>D8om*dKxe+^&0YA#MRt;6$oKY?`|$DSNFTPg?or4EtZ z>>h@8TE07aM>Ax%J8-?m0S?reMxQemEvvVq^~Ig&AAK24J#iYYT*4}+DSL0&3Aw!;$6N-<({&}F?4KWtA z4nz@8dEn0Tp{Af6*1%rsZ3~(@0vJdZ!^Zs8*7`E`wDe%7eFUalI35!!8WC(*gEjpY zw8YJ*kwvQa=$l|%Z8cbqU%u!$yLUBib1Mw>Gt-*&je8EjNMB=%FDw z;yc{TKLSm7@#USU_nm}EC!L4S*P5`v+k>~aQEzs@*ySMeh>MKIUm{BN6n&C>wa-DRAa&T0I&Pt68 zq4D?Nav8Zb-efr-W&7XBw#M)BO^Ws>mpW92iIr}6{XJ;k*31~75nJEcf<1e8)4uM) zKI%qWM<2QdQV1qL0mpchPc+$V;*-J5nKO}yMzOBEJp0YZ6QliBt8t4$IV0n}IMPB} zA&vcCOB!)qI~KCoIGb9PFpw!bLP*-(i2a_+@&jU;<*>#v$af+w*MJVKlK+p zQy0VA0}eRp%o00yplL@p0!0%rt9A@dzwBfzn>8DYPCEy+b0*@X#Raf1K!}GK^e`~A zT0L+?x?yHey}Q#6-|!mLE?WoI>#>4NkYYfMP1WK}iCbt`nL?YO^b0?mA?m5)aX;*PfWiH99Ld34dGRP z!kaIw!&A=(<*p0x$}#N2bP#N}ts!}3M*aO%lRFmL`s zEMCI7U3>x-E?kTyGlns#vLhf5z)wjMWwea{Swuw`Gr{S!VX5ySv z7vaQHmtgU-lQD16DX3j`4nA|uX;@y_jppZnk3YPVKw{>Jxac#dVA;fC3@@}I5N8O% zXyC~4fSiGAWpE*9)JhqaIwVm#0NZI?t-|*4mANWKgpsmkvB6}w!!Bo1@;iC3dMe$A zy?dImvnwC@OVJ|>V!FWusorlxUSb>vIIu+-fdoIpCc_Efe8)b~Q zg+dYKd>+>U7-dA3xC~j4GbA}L(%sAxH8Th0ovsM%=@+s3`B$-eLmm3dD`BRtcvwP$ z=a?%8v6g*Eta};Ht?fkL$Xc9!;Q}n8Jw9#m63m)4AGIf4NWGbbi%RRT=9M*AwP`n+ zozz>aoPBAg+|tH!E;&_4m`ox9!bIL?vr}v`Cnp?)9K4VNta1jX-10|m|8x-YJNwA( zZPpa*o+N_)4(xenH(Ff_P&sBU&RsDdOXknRjCsp2dF}}~V~P*c3S$VylY1G5< zk$N2558J-~iZ1RyGlnvjW<-PiC>k~a! ze9W0M4bw(Vg)_1XeQovF(d|Xq%(0k$;&Pm^U>24vJ`1%A=Arhqg(&qokPb27u~Fvb z%D`j*i0wnezFzb(sT#3(A!gFIp1NcjW=^O^zTE{|BE?~oGamVpt8%CpPUmKH?AwUf zpIwPPg{NcOlCyB`vKd%1Zw8hwSb{l=PQtSDmSD-E0t~Et605fLV8h-davep6E=oUb z9B1R|hQnM9zc9(ZGP-xA&~ zyW~{NJn0hr>%~(r!?Xpfo_qptbX1{e&N=w(Ig_w>B*)ekLrAV>=B^Ig8^u7HV3Eb8 z{7I;;8HIDsSVI3?i@9^>WB$SuFq=N%taIjK+2jO$Du(2s)HX6$VaAX+*O z<4;_M1q){5l%LemO6OEfu*x(vSo0D?Jey)D$bv(1H2vbf!8|PiHoW61a z7SErH1$@n895sK@BFvdL2eaqTz=ZsKl%&I~Vk6eSxe9NtY=?RF)mSuV3eG>}1k9N^ z3yV%Y19NHbmw##rs)B3iLs#L|ZA@Z=F}T^bBsfOWM#`ZaP8cdW(qu|1+nBLM#uah= zPOb;c{3`yGG9w4#lPj_Q?KOCPRVTbBeijSoPr*4SE}+cJV|y2}?TfK+!BQ-dF&|lk zRMZ5Abv?RU)=}nHV|UI87<N4yIpr zJ{HWGg%xMg2F{#|Q_eUav*ymiRcDtVvi4>6VFR9v*yVy7&Rf>57;|WxA1|VNFk+iU z@A$i%0e!?W$04-l)M1W|^jmanzf2540zu9}$~p~>j&M%F2VG<(=d0e83nFRbaggj!=@0Nqi18}%mujc#2Hw=d>N)uo+h7o z4i*&;!>CX{>!%#cmB6xpxeBeJiSbW6g1M71V)!VWc-9G=>nW(E%y?5hi0oL2O*;l? zL#E@z)2SoW^HY~nujZeG`KK($%ms6i*V_*ysOyZ~jA$kmGv+!aHq>mRz8HHuFxTv> z#p6Y+rxnrHpU3NKdeKt67#E&D56hO!#>va(V>bIaf59T^?mWy|x&YHFb5LcCpqqZ` zpgYnMd9EE2Vc4oBqI&iTIEi&EWxTeCG2A@r)PjY}F=z2|Og-@eT)ucXCicIDmtS6s zhW;43`~igCdLD1C?L%YX5?pjX$9YH_=CKWP7tA->FrzXTm289D?7?`RnaH~l*NOgc zmK}cV+OQIv-*^YR-RIF3&7p0f&MjnLXshROE*36c%6`>i_T-T$rv7Wrki;$ue?>7++hkb@dv&@p?U?)33sO>h*=EEyJ8y^qI7KbC?sH zc-az6um)2(z6h6|JPNh>a5EVfN%i(eI(iC$azBj{Z(u zSw`0fHx@e}u_Aw`{gar+?W;s!!y0ta*ZjGmoUy_ZoWnToB#wo|a&s9+%wMz&GnoU< zteuRBIVp}J<6Bm1%q?|JVm7&pz09u5agG3G)gqu`ys1j`pQHltiE zrHs~2XDoNdWvqWTPFpYx#r}=hw|xs5nTLlAKbG-lnKq}e&)R{8%`36}^|!Gh&Dfa! z_WV<8v1lIc1MSu9MN2UItc!5U2bpa$7^G z+_I(Yfs%Y)Y6hAh+?SZ97;d4j{Xi(^7Hlo^2} zqGktmhko0-7TZ>>#7i&jLI1>aFmvW)oH^YGzqJYVo7Q3LYiqFCd@5svMYvFG3+>w? zj{jWRibYG7Qod(l?)0%JHM1?T)zr0(c;zpfQRkkGac5kBQ|3>mu5laMqPeH9z{1&8 zSUj12AS!nlk`ui+F5K1`+KX`4R=m0157YR0n0)#PSUz_q?c#FG;=X5`%rPH9TN?8t zo)!zkF{W&!JRPXtycSztehcf9lv(Q4z++dv0 zv1?}!Y$KMSX3P{^%JQ|dCSy|7aQdK5ju~Z-^J){@!g;c|Oo#+qvG?_-@!Ey~glo>g zxhIZi+iGzt{p9Qgr(@nJr(^m_r(srjHFm7oidWV(BVyVOJ7r4rMshIYW$34IVc&jP zlsHbVUX&ccBKmHW8T|G5Lvkv1751EVG;MkVTV8w?kFB%9H}w=;{HfEJ1JB|7%{O9e zIX*dm0sRvH&RJB8sTIX2i_1yOV(i3EaLhPV#x2K_X2f@`M&0fXv{=Sr$w^bNgmLaE zv}N;`o`d-(EMZ=~45g76OyMZvc8+y2&YZdg)?u?~?`iw!-@1<1m`O^RzjPcNa{<)X`<|IXlq4Z38yH_BPhW zmSGlS>kCeqWyA=Qr_G&1eOS7fvG;7uoi!HalnYy2u4$zmqOG>cRsCW=WvntomPL*- z@LRFN*_dBEf^n?|eSnP4>HwBhr3(lH9hwKEo-zUuF$iXaiq^pWipM(2|VE!Sh5s2bIgNLgj>0 zaHh*k^DE(}DRY)~Dun*VEm(iYefZsLdvMD-KPKncP&=XsspJ6C&pn3C!yI^g>Vr7UH2P2ZTb=>NA1XGeNGzgbl)l@+oO2utvRqS`z+4<`K4Gs zU`Mp&&)B-^Dg4KGp22Dl@c8H}apC_yg40=NuTiI)b*?h%e8%)eObk0vK&KEM}k z$AUO?xh0NVu_m{Kl*KmrPOc>U#35(4%Nb)SFUI%&7ONlY#O9rQ(fCj2;H*o2hVOnV zjA$Z-xZJuTMQ6(LmhfKG{ptVk=uJ=I&D~vCJFWnum{Hg{rn2y3uNn*g#wYPk!!~@o zDOKOT_g>kD+xOTB|}h|V3|CH z3~H0GJojU)wRPeLuFvCNPQMOczSx3KQ+H&s)XF)un!*^^`2?Q3_Ypk#_;x%qF@(=u zb0L0k_BZkU_W#5kkFCb{-x$D1FWbi;SN5Nw$M`oP$*jc=H|12$6qH-q35SW7k==89 zw$bVK!Xx**H-aBIbBa+01EO4h;gnlI@*Atmiew^)SD$?rqjS%}@@u}1|GOuERJ05J zmK}Kcd*8tmulxnCzfy=ywR2xqxVR4^QDPjvzqxX2O~~o!a#au8>2ewgd8VB#ZF9iOq|e26%GI-SvRt;u z{GTtDH8V(c+G23p&FlmF?Tew`o5ZfxD3d-WD_^a}>`(+z&S#Pdn$u0Y5^F`*u2=D= zn}3GK->$=xeI*!WPa9|Z9`!`5k1;ZCGM+ZO18$cKvFt(o;9y_nRyv+CmMBB|rTbA= zk%y;h$KmrM?eIC|AP8-kX&79NM%ew0xaV#U8k$eX*Dn4({%@n8rsj<2uCfn?KL z*#7WuaKlqgcy&h#BP-14>16$s0gn&xxZOq|ZgA*W%YrcH+|4qw*eWL~i2an?T?ukK zR#{wgQ70Lh!1bjwPC2wE;c=LdTa=F%S8rkYKjP_%OL6-7U&S|0y#`^* ztem`TvqVw%+h3zISdHE#C(U`w?M}Ejj%ofD=`Y0i z>7()aizi}CQ53G6GjaM&Z8(d*(s*8l$g<6cboV;6tbY{$d+pQM`c@hbPMeJXSavNw zeHL(D_W<>pa%t&8tal^sUGGD4P86r)JB=}OI)c=Rt$5+pRdDB=f&X0b2!3)x45{E= z`o2}T;Xga@jz3Ht=D6B@MuHuSr{TySkHD@CsNa1ZZm@p|XPj|9F8}3)xX2&kcxI9! zpR*0`Jar51y!UQA)0T&}l01~A{M?_7`bZxs&kd3TP(zg>BTO_ecIvbn4sS+h4>v;c zRT?&#^mGU6e*G|B=7JO1#8KjZG_>rwFO zTwHS58Ti7#{2X75d=161wYaXuiAgjURN?)*ldBHpKpu@W9PV;>$NdYwIVOroit@ql zrJOl?5YU#`g|$!p7Ej;%AfE5^pspZ@ajn0@b1zIl+IcFj`M1aL^I!zQZ~{q=V_tFt zRyS}?ULA#ho5Ahn7JoEN-khCiZrOm}J+%>2Fa95__zxErUC{+!VjEug!;`r8=lzJj zbuIR!+wr564WB*x8eDv$6BqQ!ZGbrTc9D;M^uO>8{Ob1uSi6z!l<{QWXeK%D(x2=& zQ?}){f@aQ{RqUbLg%ryib&*=OGrMT(W@AkFPiT0h7vJ35j`~lZiF20yE53O0za!2> zU1AHPxXBK$J%~itJ9wmi1O8HP!zN!oM*Z$ytnBWjVEuo4o|*i8^R= zsntV{e9C;E6&8l*Pek3VhQR*W<0&QaqN5k_jvvK_1HDA8M~TB;kQq{ zgNYY?6{r2X8*?x3fiJlYFFo=H-1YCP5MnR9luu3?<%lxnPQsQ~hqvy(AEBmB_`dQf ztoZÿh(frtrCFLgQ9jIIrL;Nd%7#0zikhJ9EG?0quUoM(=Y*tfJCJQdkwfA>en zG7RD~X~P^Y#sDlM(=502I&KjK74t!BZegt8usV%?@3-v-b)6s5a&nm!Ih8GF-18iM z`$Njp7cav3E541doj73JB3qt^B4xck7y5TUkM)0i4X@R|3WTOasY{X7-ZZQdgCRu`Fwccl+WYDZ{C8l6Mpo@ z2hjb(Pw~t%&*T4|ybI4fI}!=!xwz)j58(fkI%k>AO9|h0qW|k@_v}YH{#*nc(JK<1-|o{@8U~K4rznjVl~x* zSAVh=&u?Ws&b_ASN32d4V>1{1Hp@}>gYGKiY`GpCseSlw8obY)^+jCpeJ{=qgjka_ zm9~)z?o02)8;?JR_NUS?6^ukrQ$3=zH}|Ek!O7>Jgmb^Q1m`7Fh{i-tOw{WbTHbsH zum5;0ngZ`&XKOhgeR3VfUT_Ug_~O4~+68`ik~^^SsmF2a=iW4~DD{f5wMcBtw$UG2 zbBoaP^lz}CvlBmdeF2xAdoBLItAT5J2N(~y;P!Bw1~%fkTYrwH|NJIiWM2x>xnSsM z*gdzGK9jax`XRB)e$h=wI7ZwDV+Xm7u8p?Kkb#4Ro6v^Q9ykgs5o+FxEjQkRdlQ$U z?ZTxv_Xj8AJm!93Inc_wTpk-@Et|3Tq3`3Chn~lq(UBO{KMp^<;$Lvi*l`GT{3m|9 zC51nA*)S&;#uavhh+h`OKbnV~h_Pel;g<_yG}(;x7<0(2Lw#Ou6KFu|J9p#Z`yRu~ zZ|%S%)>4f2nJ_F#*_J9;R-OfIcSVhbrTu1{a$n%2Gh^;5Cjw^nXUuM9e#O^$-EdPr zj04R>#=$swQQ{tto%sOc5R2GAH;SE4p?%i?{`)66=(v12E@SX?-NpSfh*TNzG>qLC z`!}q77B6jj9PhBo824r8ym-7`*qOsisiC)MO{at0jP0h)ak}iZI~)&7fCFCcX#F?73##uJQMn8{cH}# zvGnzJ_D`-)IvB>E^xJY=z|9zpQjDD9ZfxvaOZ)aLia)gk7hiZiZacjXa$H{)wsYJ) zc=6sHcx7b*r~jAFIElcBA*cr?_EG9_I~m{7)fo?r;@sFce{Ok}JioJBa)59Qu8#Y# zdc#P@S(oGLZ$F3mDJObccOtO+A^iNlHF)#|KT30L*tMw@xz%+rO)o<0-d5~ewF6O0 z0bH~vgYtJcneQdemt#LJ>Rdt&u8Ux?NlE%}ljPBbqv3z$HFR3?@Z5P{#YGo0kT$j9 z*T-2yn=9>NTnD=1qbC2V}XE>7i!_m@Nht=2K zieHB>#06KLhtFSkHbaXL!pQ^@NyfnS&!WBVk67jSA|{v^|JY54FyC?K_o26MJ#M}K z8Cb7cjw{dlK7P8Kc`s#*-DD2p$LdG6W9{ZJrvLL;B;;gK%IY@XT#VXwI|7lt_?g3o zOU^zC%fEgemiJS)We6mpHyn#6G;WsTyy*zLGJ188&|PDqQ@nt8wu_8^@^+ ztA6oAyz=LlaVKL23v+!(gmTXDHCYRgNCe z^d~V;6hujQGyVE1l%Km4mt1)+?mRO9M{E~%t$qnN{~(0buik@Dq7mP_#g5C)I0q}f zeKk%D(e|a}WDVBK7}$e)Y<~4g-2c1<=}?^gWSr!p{j}yVcBAd)NM){S6hk8N!uR3> z=x1HN9O^XlX&E1RHZr%hyCq)sz#;Jgzls?0m9f#8P0h5qZg|8F(a=Q`G4we?@H^tz z-V|p3eJU2sI1%%iwTng9!C?qN9E%cDD56%?@Bj2@@q6(ll*uPV(CyMYIzs!< zoi0M!Hv-eAjmL1~8G3Z~u>?F57Gd<#Q*c2|Cz}59D?D=BeRyPj2* zbV~BfXdvFx0bAKv6pWsNiPgm@WD+dr^h-Um*OWZNp}QXSTX$pI#=YpRn2!nU!^}}0 znD?#2j=EN?Zi%75!31NlerZ5b4)YDbpPGsBQ>rn3q#b=L-#}eQAGW5wD5ZePnV?2< zBzTE2da)!CE1Hc-BMUJ)H-OErZ$?{p4`Ln$V-uHQLWv30(R#eTwi!MBA>(#L{$w#m zjGKTd-7+3dX+9~6iiun=fYQ(m6 zyV2Iwhp3wg#iV5zS7gEPSe>!2?twULZaFy0wi@l^J__by(&z$=$!9xXV>`QgxUCbO ziAyoI#DWTL`|7$DbTa{QX19$;BaHnWD4e+rBl5z?8`y=XUkamS?nzj5@d|uuW*?eY z?Z%dEy@)W@OUk5jHquESN+!<4w9{)beD$~RyT{hx=Z`kSlOu~eOfUz>@dIZ25qyAL z<@@16xs)sPqU<>n!?6qIqKHX-qG3JOv;u(`6Yu?YiDlXOXj>0FBPODJ@-$5J^`pC? z0c+RSAyTs)i}!D_(CMMzKy2VF070CQ0_=05s?G$CJdXtgf=_M{cJLx*I3t)M1I~d z2I3P@Sw>sIZZKb<+$IgZ?%BBuF^31K;!?!7tVT<7Gg{1UxF#;a=wb&(ChM{C9rmd^ z1{=$boIel4oI#ix*W=Y~QFtqui7jdz=!h^0GtLB-esNsoU{RWV3wGCG&6-{4 zP5V$dz7`WI3s6M+U^W_KMl$Y4EYO7=-8pbtq9}8=V*RF0boB+{u*VS3n~0j>BWYI( z;FLv)bb$7&0~=pok1i(D?kTe|job9Mw&2Z8U9kH&Cj(*Xqz(C#XQH~M0wW4s^kqrI zz8SZbjC7-8-yUq+v=xoWHx7p7r27#mn2piHi!r_^jBP8oQXl;YdflK~g(c29QxT*q z7GP9mK1S#G@y@E9XlEJt+{S{z0sY~QIL>Bs3IlBk_{wXH+mnqf%|#v)%oOd3^j*#{ zOho(9-?#_6_S9j+&V4ADaR$bXslmjOG=<`zh;)|B;(Q#jP#61KhaDStpxG`bY^2~#`eCV_i>j(>j2-5K6Pbn4 zgk*Q&R&@AN*ynd)WPTR{-R)SnwU_f8K-yCXd+`KJA5)28`7XvRoc}a!Wql*IP+$Dv zW@f`R$f=l)v7<{+$}$dPY$)s0vve|oaMOD1qRoG2pA(ap%tyH|220agtZPc3Z6JjL z@oSK=F;Qkc7{7QHN}OTDcdy2VcA$sJbe{dl2Q?%icEp?Ek2(>wR%6Q4aj2;*Mgf&h zZh0v4Bx$e=riJsF2zFxcx-F=u{&zFhOSkpHRa%YG2~#n;JO_m?xoRO{Tt%0rKZ^L< zv72$>uI6sEdxl|HybEauW76U&STMm3OFw<(>)X&Ji-}CConl`S^a=1X2_Au23x^{w z)q}2;tFR^EggS{b`j28)<_S>r<8H~B+MIQhi#x8@4T@cey0TqZY1NA4EMmCQx1Fi zG|Z~z{PeYA&D*;XkrTD#N+$~S5vKZMjM#@b<*x&M@oAi|YD}BzLum7QG}Sj_y(tI9 zmXu+44(_+ie*n=?41vTjjGaCeHPt03@yba@j6)2;PBC9dA?l~?uHTHU`}}APSSU~9 zFm=KR3@`P;O}iwE*Xd-8g42)sEd$1}<>{`DI?af_?=h_hM1ae9%F>=-vRMLU? z?6ePw2qG<;DSLHzb5{=vs%EnNqcOHR-*`r*Xs&Uqw@4ehdL!7=OdC=WLOk4w4QrYa zO9f#rtb}W9EoOMBJKfEAeLa<0&hnv-8FS6Pm?)3t#9nk;Yf)S|64S<2pwLTsVKI?s zS@e~&x|5MUv~1aE+!|>&V?rNw+$NzC2hOl()Lj#OjJ={3<<%oFp^W{fI>|W6RT&vO zOrIDHV4!Oc_SUyx?#pANZ;jWZ+cF(Rm7|R|6dk1vty?#vv7reKw9D!IS*Wfq z!_4Y9>euh!SaqP^=YzGk4kq_7*eho-mMuj^p&JgdyV4x7)oiq!+||{{SaM?>`e+Me zfjmtYQ!sfdDn<^cUNiUNI3LjK7(yLQXj;!W+TRbqH5cB}X_!2^3ROiO#&t3JK0mtl zHDJRl>k*&22&I*!m|&*A+0sV4Hvo5zgSMd;&cZSjPnyp8%0~%(v^?8QuBJ(GE)sz@ z?Af{nJL@P{Ud~07I_t_qx@a0^k8!}uc5irX3;Zk}V;rB+Yd_4MB3LVCU`92kIM|L= zZ|_8u^OANPs@Lq3Jb#IHEZT2J(c}rJ9$ih}?J-V9ki^8eY5=r-{tk3C?8KU_b?Az_ zP&$1XW{xRBak?8#8{WdM-ZWamHWV^G%Gg!bP9HBPL^*N`kw0-R#ua-|;$rS9f|4o0 zmmDyUA{OpLe@82JZQFzT#$JSqN{~Zkw9DL5Um^w5QC?AjnNoZAt3?p6y_(RFrqvUxps~O$Iy6wy3z75f}PE@?HjO%GSF`= zf@9cp&Wj5`m^BEm-GM;52GizLqs$#a_uFq{S2&H< zv;)P=x6%p5?&?m_e3c7)7!44*!mKF$kI*D7qP^J7n^9WHkzrp_LYGEWq}E8oKQ z5YW!Lazov4kD80Jnz0yLDkp|97>oGnhj(Mcj&|mWeehYfqGQ~TF!|(jarc!GY`Wz( zJo>;hxXn?H35dhXO$O!h0GvbGYjdg#{={e$)9=rkQ-H+ot!Uo48|y%Mp#;c@r7*`4 zYEQsT`#EY+EvlTf)1CErV|^FGeeJO2Wd>(ps?MCa4eQ5LM!bHDhvwPsEti|Y2 z<)|w0!YMMr78=PsqTiuyS7l!K4Ev6|}umI5s}c4|AkicIY(i_w ziOR_{Fq}D@r+YQF?;F7GwlsWbg}God3XC}_LJsY5<^&_^JN-#NZP|`SH_8g5a9O*s z`YpJGbQZHPhllygte`CGyw>M$ihTZ7sXa1JU zJaNt(6r~#xY1@vs>(YqF((p1kkZlm_XFTIXtcbpEln5*?0dq zK5+|dt5>haSN`KaFrl;*w>ph%ngw(ux&G z=H+4c_U#BTc$4RW{k@QbLw0l^8et&RX+<>7pvY!tkSj^E1k@};M=rNINV24ZNm~xH z#X>n)!N^U1l6cK*k22uuLA0+Q14$=Xjj_FW|ESdsxd(C)1Mi3>4_&TYjP{t}VIA=( zjXMLNpd|2dx;h41DJJ_Cmm5{Zd>`ybu(uC^r0advDG7I!?P95qJ^#1`Hh}>Gy}g5h zWsHH#K!8bgBy1#Y!GQr(Ex8I4&iOokbV&j5#&7V%t+(OseO|PsY#8lgLM5`1tx1p| z$Rr2p`a2Ph1Q7_PF%Xr*3rkvz0KUnv>rMJ&L? zG!SN;3>cU&C7Ga0+mlR;}4C*8# zwxxEVzt4u=4krRtrI1r~CNa>KGqw*D=R1=eIf=p)V)+3#lWYdw6*&ytT(CyjpWdDD zN4#ja6ri%m0k6x!SdhV1qLax$2z@;qUxs)Q2K6?N9r1#EV}X6RB;EZ?qC*4l_fy^( zK&8@h#uWFNN+4m*h0W(dPQC|u9IGSk%jdE%NRu`m(#{~;$>h4YobB{7Smm~fp3JtL z+_tJvuHMLQOXL=M={WVYdoO}vCpulj7^u$2MPIoLU;5^0$p6!S;r9=}gkSuABNHGO zlZG(z8Lau4NKHQfpE2`GU&X!ip2t&n{1IRK=8K37a{><9okL{ggW?~vz(yz=CgT+A z5PDl$5#%WK=M-Zk6D{ANc8O)p4i@d}M5wn7J&9sia=a)m%7K$cR}N>%K|f2Vjd~ZS z3psaO|Ux_wAf-f~Lw;NgBHAeOy5EUlcsBnJ2j20fdW&p^y4G(-c9nyOBB! z>^2u+T#1v#WT7m8{`NKu#60NBEy0*v))J;4=;}a!+HEAQ4&$J$bSgWlOkz?N5959r zM>pKb0ClJf{*Vdb6q6Ro!#D?`3u%)L`K|$uqZ7UH9F%jv9_mpl!Ne)pj9@Ur?c_>U z+7dYU*M-8;T;wE!)UyUO#>?RJdQo2FG|tqPF)^8g2zB=$9Ec#8;CvVdi6jj(Az^aB zE@!>w_)th0ku#-@D-uFGsgG841-!^9V`A-NyG55-pUl6}t-xN|t~A=BxhN_1!OJp+ zz8mu}l+0&~mAXp58R{7@Zd)afXq1DNGH1z@mG7;HyS%gyE)2_aAwj(k(1!L#y)YFN z(l0wu;-v3ow}#qAxt)}8FrvE&p^zWl37@ghX)LO-ps@(Yq*tzdOs4I$XI|KHb5LYU zF)5|2(+(y5)C40Eg# zef|{3CrO)5`^GWZ|2$oeO_KeQvp?+xoNKQeMaeiU4)$w+?f3T~6tiS*HD;mA$R&J| z{?kyn^YV==>hdj7V|&EAkqXOVbS|P!4}6rJT#luUFA2%OxK2(KNymH9)sjHK;zd^p z6Lj_?pYsqEk(F|SVT)2o4D=%6_aneIgymMKgEGVR$StfQ7LGN?urSX7i(v=kV0aY4 zu5QXa|0e7#&Aqd`a)=-)S2DXiNYSTNIOtR2J%|Up&^r)k*#q zr;9MAh<(j*8qdsg+6EA$ff(rH_$28g*>RmLaO zg0@}{B90ssmgm7ufwmjt!wP5v!I(E0ZbG|1hwb#DWLPd7EF)LD3=#X|2#Hr^}Xdnro;j9EBuauK^l4lL8ciHxM=3Nd#c z3cPj{$f8`BbL~%1rm2rIUy>})hNNg49QjGs$0=ZpkXu5Vmgl8SW87tpFy`sQK!+b; z+UXeWsMwRJGY?+sONCqs(BDLP3!y(Ii&@gT%G6%mKb->C@poFkJN@XTK1n-eTjTb(L+o(U!q}AkD#@3{C6Ud+Hngw}v_sUD zqqiX!X15QOR@&T99c^Cq10lczZc7t zW*bbjw;s+x4(*Oy$s;HDM7sUdJNglDuBmI{%%yxX$+_g%MvL=NNxjZV^dlZrB6*DaNy259gNiMt>RUk6;IiF*@Icf;`#@8X&{w&`(ABdzk;35i)%ApxvWQr;d7Z zsFObWb93gbdC;Dv!j0&pUI&sVHXH4{G`D{y(HO!c;1x$6(N5AEy4i(zX#t9e) z`3TvkoqY}UBi2)ozBqFU+C-b7Px3Q;jrdH;f?RbVWhJJ_&0*}$JjRIG#K%*XOuh< zfF5(XDIc}w z7{#2qUo?c+Kr;qHafBIPh|Q58Mq=rN*Z>#vL5~}iZnj^ZrIltMQ?2M}WiFa@qqDRW zHH@Q&nc^A$$Z;^nFuoO?-5kRh?ORz1avXLPP^aRIN&JBnb0XF^#J;5&FFJg*Zyc*| zH}!)tijVr}NJcTx$@Vdp>vvZ$zqO)Ru27HfLr(|2HS6yvEyf6kjcrJ<@6@BdR?4Kr z!Ffo?m@vnUm~&7@ADrt>A=cFZ*XcjSb(3DigV#Te2OnCG(3pGJUlm8z9 zv76!x>Jbhm(bZu?oa5QS@tjRxFlf`#v^_RQl(wkPI9aC8G#qJn4yuamklVB}=;D~S zB0wV_GR8b(TjYc)`D+&2B3J(vFxO<9=150iwhl0k4 zXgfm8Gb7F%jPz2!ZERnJ+a}u3PoEM9GfS6!W$j_wY=c!6w5;?)eavI>>C#>}fDF3K3?qcYb7SCVl?D1aV6`V7f_c|jN`0~XMNNcmt1w4 zHtzgjM+^O33cc+~1gT5i+{a9jXX?G-k10>~aL}m{w>J7mN7l;SzOx0a&n?K zr+`vK*>HGiyFDoL$g`tGRvD*)Pw9&N&~nNH-BWI)8m4luWGK$qW% zo&^0>WjUJVLl@ZoLHy(=Kf#OZ*5T?MJ8;>C4cTx13LbnAxZ;ZJhxf@t4*^$R znf-8V{CfIy+|QS*uMbFU3#DIwmjq+hvh|x&P zedgsV8~O)2#q9Ul?HI$*iSY;SM=raTj*5YjaW?+oHhd#z;!9#96&+KZd>y&{ zA3y%F3v3xA!IJ~4W)tU!L!BAjFaqri6eE?vw({>|I*!~gyh{<4|@@T6ko za9-r#DW~HA*}6>o>pBXQ2|4p$a{8mrrBp0(LpeEmT^ZStgWM@O;5b-T>Zd@7yc`(` zY%L6`lZMsg&VwOr&9IM!n;QxaJGX z@%5{%SoP2Ufj>OI9*^f#qm03-u?Wt(<6ZSg&At*HE53?dD_XJc*T2DczWGOV4Ra&K zBvKA$O4T1U|F8u%Av;zU!%oV4zKdPT+DzlX564T!Eh+Pn{nnN#^491}woZ{rCQ6yB%ealyBYk06@il4IFK3yH zV-lS)Y|3E+IRyTg=5|s~#;-{oZ0#XqCkGB>?6@N%nHj2^86Dxb(jTLEraf{%QWhWC z2(~BFPq~_KaLlAG8GEA~iygd6wnoO8ze#obw=r4yz3jbZP+UQ`HkyPGl3>9df;)q| z1b6p97@Xkl0~6eJaCaxT1b27$!Civ;a5=9WtGYk$k6YhYwQE<`uIk?1OIubyYoELU zYcX{6njmLgG?xR5Tu7Pb=b}9P# zkePKWb<#%;Y?5cfjtm5Nt-B&{?ja;_^-Lxq*QbM3S?eWqD6@B5A8(UsZF|TF5w{Mp z5@L8_Stap3bK9R7X_vK)+x{R#Mv>ZzE|c-C;|}=z6@HGdCsx}n8mOQ89c~pCPNGnM z!unxK!^UX8YyfB3aXmTL4~Z7wXpHoWJ@6UpM=lKCgJ~=J-sB_0ut!8=B)P=`8TQaf zFR4^3tGA?;U$lA99eGUhh+1aXljd7Pa5m%@+%pA(!gzmV=#8SPANB9y z9_UBEK%I-yOmD_t*y=^M(_ip!78mre^TqCJJgA^%4g5$qj!FtqG}9{~XoV;9{kdPC zxy#Z;apQgzo3$&L@bq!wB0gygy=K#`PFpSB*o*p}$nJMz6I?!4>-U%l7iBe%b_-~# z16Jg}#{KxJkyS@mjbA){9URZY<`I_L?I}{)_B}x-GKSPFqr?`I8)2|{vA6L_Rs4y{ z8bc^s_#1*s2tUBQIM8Lk1R```qxL6ek;MMA|6+q}BS{ z^otd@-GU}om!y}e@hs+7!bbGgrpw07a>U&y#?rz~WI_;8Bk|<%9+-WC^*zCnV2Thf z9oz-Y8&N3KNH0%1A^XzsD$JS4-YUA3v=U8O9AzzN#dOyk zM^Z~Fu^RLmphsszBkP%L9i=PrGzEjTg?SlOG)5dJoUrVMc^Mp2uyB-a0#9Y@y%ITb zJxs#SqG7?AVo2vogq^&63U{3^8{x7z`jdx%b%b{F&WMT|gYU)UTdFmwgc0GkCPpZD z!sJFc;k~4KyUVTMoA0nYu;lW&B$i2y)w!h11G)tm2 zf}-)J(xt#HCF_8SgqL5F!@eML-i8&%E#>mi3Vs7lqL8_fgQF7REi(?xSu>0%= zH95Q&Z72B=*HHAstdreS1bs@)7J!x1nz$#LpzVWW-R)jQ6!n5;GD%Dw`B-K&5pb!a zv(cmIcL;zvl6o-kj8)RlowT6=F$#W=Q=P( zjHTlHz6$IHds)9_N?nc6thj&q`$*L4M&IyW9i30c2*bX|!-cHsioh=21%8d&0EhU` zhQW$cKmA9|UA%ELCm9mfW~I3HD!*#VJc+$baW z=lC$oDFt&|o}-^uR_tQ~Fv*TepE*tgZp`i?l5@)4)Xv2By%!rw`wK|@wqg}Qw$z2R z(xH@QjbXWvGn4&o`R`+M1WgfDB<_kqc4f{NH5Z+v2nKk?!!OztZgvwuTgg0I4%pvP zv-2Lh4%f}ZzX5>sUx;G_AwM;HxSMsy`gnc{8lR$+9MLHCQMkFy|6w=YYdwthz)c%i z&Nj*SMk~(k5*(UkW&kwD&~ro)Pv9f7Tv4lnO*19lkQw!#g+HSnMvz`Tk^7+U+~|u% z=C>yELLJM(y<3*s!d0|cor%lS2{UqSEv@L9q-0|fWZ`}6D82$akD0`G_I0;4xHq7a z{!P2s?6W5lj*b{E->I{HjvzhF$Kqq6lnHB&3$pVNN<>p@$`BD8^}PVg_ws=Ds0_rEnfIF(eiQL2x#f8$uvid6LQ^0 zEE5RIteu+Kjoh8A*NYww+$orkeyMip`#GK^NIc~I4-Z57IC2HJgheNU=#3bi2Opo? zUcM1Tp)~N!07-6Q9ases9#YL&z!0y&G(r`eGj z?#{kZW(*@OgQIac#S32CGN}?cPtNqX5%qMvl2tMQ9yxhlVoLD$0?D56^1JyO}y4p+TS#p;l5O=(h7ZP#;yzeQnd3}z7GZr8@+v$BfddXoF2UuSIB zhGO@#%uU}Q0K8bx*<@1My*yG8G|=JgmAHAv3drg4dt`e^PJhWg+3ILCqhs4tIqlb% zN{xVM8xxrO&A2KFfT~862n=f_+lY7tt)lO?lzP*s9|~lB3oF;k=_*sWmMq4W(}Ca~#LN*WPsp1Nd<;3g`3-oVhdvS`i)(ckJJC z=6WS3w7f=cdfd68m?$ZP-^X%RpGdrJ73_jch8)MX&2lv_R+XLPz2kk>hjDq50Y)t* zn#o>+T6nBHPR+;ln~FD&n2TmEm=Ucq$*$A32aoG*#%1}6qC=mPz5hP1w+wr4-;UU@ z5~^qHq>d~gt50{HkE6273ifQn9!omNaPE1z@9 zWizWbU?i*YA%86BbRGz^qX0Wc1Ei4bK!(h{cU&d`xmlR;TMp}EvN`6KaQLYylUfZJ z$mK*uj-!2lKSBN`2gEZsw1$kmA_lMxax6I{VvF;@DnUWUP_Q8l0|Wb*otxP(_FY(L zWn-J*eq7#d{+X^(wR#)Jfb;g$BE`P;seULCNP$OhU_$7rFsGgW(Ji;w^#nFZ8z9xz% zfl?tNFV9gD7$vb$`-(C#2m%@W##+v7LXBHGzm zbPdg+`R7Aozx@luYPc=8o3lYvfgfNGF*90-m9;zg^rzC=i@4o$-`eWT8olWC3U^P3pAr>t{u!Y2N6al!dX9g zum>)nWjZ{5l?sz@XQ<_vEISAE4FtQ)9B+Hl+5x4Rjd&SyVb zqP_?e^jP6BLpjal$0P4HD0AN<;wC~d@=;R$a8I*Bc2P8te{z7U60+))(@i?=ADl1O zcd4Al>D~wss7(`qF#aZ_#%(B-B44T@I+ae$0^RTZy{6yO*NZ1Ok7VjG?+$0n=YD1a zqM$R{8a~oTt@kZ!819VeWvw7v(#bF0|25ts@d%R=SH}Fu6W5Ma17Cc)%B()-e=t(9 zA*7fV9#)7d+7&0Jze99)sj9dRhRyh_{d~7|c^q9zh$XHZiS@_Ygbquh8jL|W4I?sA zculU;ZuPlu=+f5nG2DpXfun@*cfww7-wh1U66l7`wO0S38KJ8(&TV}Ge4UvCvfF1{ zfOQ_PwGxqT7FTMfc4CO4uWR2zjgW=6h){?}(Me#T^PQ{@3g>L|P9 ztsN5EYwPt+UpDkHv+droq~h2FVF@-cIzr8MxW&e74BfD7#JhgL&sT;d@zjs>|_Y%q6uV~&htadWMttZqni5Uu{L z6QCA@wVpJ@^S60$MEi)n6C^bkp7fh2BrC+IC648N>f}w01vEoYe|x#88;Yq2ts^-U+x|QUbtb*?ySF4IS{wXHD>1LbBl{V=~Zw&mgW$S^c(od-{*~;b2kEceXkhEzv%af9b+?zFfam6hVuC zSKH)O5HD(A?)ZsgpH9EVseLkHM1HbdAlTw-+io`w z1^m!e6~xUNk{^z)!Mn9rW9Z<5=3v1zu^ zfsu=gOGo5Y)VAbyKi84B{`1$b@3?lN(JD;w`)1M`sz(hY8$h^ev_)#Y?0ggV3R zUAxDfL7bX;=dMGi0jH6LBmz}K9Uh{!d(6j+9RTnT=**ROa@e6dYp(zH!u7J!z^yRv zJz5w%b}BM_G3Jw(*XwFUj2YJ-vcvEs|7sC`=&QyVN#ZR0Cl&vru(K8Ns_i5Dr>A{^ z$OPf@!+`d1B|7-TWn{=A5*yG#M^c-(<|2OmksB!8rt*aRbX5601|rpQcAMMKfaB%m z72IoBxqMQ2!6klgIr*v!JTCubuKqQ+j8|s$C%vXfV5sF_XU9b}sn+Lg{5c1OMyb)6 zFl10dq_-;K5|@RB%D?X1L^?c7DEODR{Fl#EeAQ;|{Q7$A z4bpKl2t0@Tpy6wkgUi`CRQ&&!K@Lj3YBC`6A=>Vb?j!KRiX*7|ZR%)2nB{+Q|KIXJ z;`qM@@XujHzI|=`f6(q9Jd88?_P{x{3;->UI^_&=)ojyS5t+aUxoYisM9 z^qeOzts0mADA0fr>uO9*ptS#k{ujz7|B8#b`uv|(_5TanG3QI)v|hYb*3n7zD*PY9 z^^g95qW`UqdY%7M_Ws%3{$EU$|Fh@+5S}5Htp9Rj|E*OAr2i1)|MuZuWkR_BE!zLL z`TwNS|Br}sf!b-z+HF!~| zEAr|L+lNW_ed|-uBP>0h??*xyO7c7A{?3?OGTs0D#`_9)20nS*&sq4MSxWR+cFxAG zgE4THnUv8{AEc-wYQkL1`sBqN_@b|KWw7iJ;}cGTM+Zk?sl)g*M)5&eS&*iu0M|uu ztNDdaZtnT@7N>HZ@{j>@ByO#>pM6#6pyYdn_g+XNer=KUzb-GcJ@HScx)RH$hLV^iScQ^KP*YhXc4qN33@#bU`x-tvR&m8#`)YrdyLpKV? zb(YIb$YL*G zY&#_71$~)(y{ojVuvC-2h4&+_bIZ z7lddi_dH(J7d)lCYdxt-EX4bmkE%Fj_mw zz<^*Ah4@gyZU6<+sqJ-%{uxlyn+=e(r*&MJ(Kp<-l?Jb4TGPpQ`A<*!`J5M z-Ma-XSF&)}4a)mi1^<;^nnK2*s+2D~V}U3~(6KC}TBBdA6VviM_!>x%em^>j=+DmN zxEux@#}YpCpAq2BMV}KdSiXTM;rst;ZcBMk3*iC77&oA(&Ix#zNjYde-L1G%I~`Uv zIUQzP#z$TuiIb>vXp2Eg9sc#dh}`pe{%*Ui2lo|8kd!45&MR?#hCPyBzV{ z4Ih?=AXtI?2W2>DT_--*@b%Mui1U=%C^fGAoe>ioPxXl7!x@@p3jvu~nwe!IR*cen#%G(x&n}wEv-Q(y{{D)?R-VNmqn+lZ4N~#@WmBnkyvho;!>lO z6L1MvH05p}jE|k<{mkg$RZEl0quez55;?V)dWpy;>!1PqU@PgJJN!DEZ{!SfU58zuIucWQ)#Ydu+5h!)Ya|5QRRyIz&7-!P@r z*Zr~XOvF+13nQFq;|Y7=%IZ1g!seSCLPwWKX?NvFUmte zqj^BL0ozytU)%16A9*e!>B0~9O3&6xNl&!T)L(*=BLc?2D?VA|UoVGyXh-w-F=N*0 zJ}EWGr(OE@cIBz;F25}u1$7V;(ys*3iW79aVG!n#qo6gzWV6#u7$J!jxEwwR>^6KS zKl~{7xhFD@rW>x7tCxmIFEEr9^9x6_F7EBc94TimeKXH@ET=sJJ+4nD!AKLQ`63_t zE|gW2BZue!BA)wvO`aPFCkYK-1cTt2{3q6MICfXZ{>(5R7`-={!$c*+mLu-TxA9(X zC1~c`s&!>X*#+e&V1MC@&O6Ildk-g_L^#5A?6Qmek|oYrk5Khy>MDCM?LSgrB4Jz_ zoy~pl$K@(yjB7WFZNB}sNx^f^L?pbVZah#oPAH-XMk4L|OMH5XL5cc8g9H}i$wU1} zIU+Slti>iwZq)aZ*;@0avb1UG#_>nrDhHdrD~{CHPZXqIR_bbJc1pdRxw06ovl+!h zML+s~LpSvQ;+klGn|#FdvSdajm8!Bd!Vb84|56}rU0Yh}ZuCoC=F&Pc){63rSI-ceS zR|eIH6_3pB)lHdy9eM%2Z+mI|6-(;lIY9(-v;Oqy>JAkssVOs?vyh~W;9iTKoc=jaWvEUcoQ0dk#9!%sRa{AG4&_RgPdvfkgY?X+YM2w2D zWua~u5pgA68!hMGOZUg<*TEtNTLPfCTXqsKL!Q| z1=%!6n*+hAfvQyi76wB`>{CdahCK;2riRyVjpc(+GA(>aA4aHhC9og2p8Zns*V$=E z=AALl5hFh)_y?>9h+~RzfSOOh75DaYCnvg*-x8vCllz7|EA(zKqJ2$uiPhL=IFq)H<(G!?gdji zROB-n(X z?kPX?f+?6Djjqyl^EcH$4SXAsY96C`r}(~7e^5w#y*TJ_&E`rQYoSlC$Jd}sSx(Sp z)}s=aQt`94J9PQ8i?|<(@PH|QH!KM8cT)%uRyY-?j@Qztm#BANHr2S@=F4USmhQ`ZgrZ|KE%okds{^>*U@FHXWqox$S zAX?uUc00;W)qWUsGa(hAZ@z7U($KT8f?l}a-7^JtRedJ=GmpzBMv-L*4Mb$~-k2Li zrzu&5?Z{_?=DmWIcGWznpHPLKmqZefI8<(j^il#Yxvj9#Yulde*~i7H(vt2NdHB412?VBuIRx-)7I)M&?; zr=)19(y>MFnSf*wD_jB3Nx0%|TNJJa7jgUbx>gJ{h9IEhiW>{K9*yft*Yyc-B<+L> z2xzA`4VvnE=*-Wr!aM%yp)7<3pJ}=E0xe_SAYOs?thWc4;nH-sb}=0C}y! zSTHhYimAyrh&wZ)ImfB;xlLaqHQj4(3M zvnLX7a21BFDwplaVNaalluPb`na@j7arp;iF@F|f>U}N?qwJ-mBv4$1C83hw5_b`3 zGq9-V`x{$Dc=A0tgB5>tl~Toxzfw$`OHz;R9l;Iq7Z7|B__z>I?SB=Uykd9s@xu<4(WhxtX8iR5 zdkOOMB1EtxW5grWc&>A zTUMN2Imln6HSA&9QEu);ih~Jtt34*~oPFW76+o##c4d#LmE#Ms*alGCovg@OUF{9% z*-k>hTUxFKEt27 zcXfo^(D<>2FTusRMnGmINqA05_v`NjI?cO*uWl~<#?}Hh}~~KX1YywCpop&JM6xA z2Udl8g-}BUTcjPU)EKr819EZI(?mk?zpAB;Ov~7w7;p+U`?Q)h*<f-P4Nj&z4A$I*Ay|bs267Q)k>*j9GaluTtx1E!z}M z;J+NPona1!-VCH$6y1U{j)dy`6}`*C=fy> z0;j{CUT;#AcWP!N&p>@)=AI*T`P(;#W}ZP`VgDoG6=Uabtt`dAwV&r3CAD1^oxH1y z(t+N`do9&2LJ|3kTH+s5w@(@4>-77?)W(2LtmxsG2jvHNlp)~kHJT8#@pw_C>DPSEZ)J`oUk&)o;Ef6_rq6) zlFT7mRXMQ?VR*7~^X>TJ>17TW!V$R{i!~7WQs{a#)2DQS2rJT_$-8Ev%V)WZOgk&b zT7m{4Iba2fkq6ye-g}jqj{$;3)hzfQ+gah`Zys%<@&z=5v~ zF62UOTW?*&$haYpK{ZsJ4=6AFa@++e9Xr<;sQ!2tlb+fh*S#xW+{0}_dsrDiJVSdn z)vPDvQa0OhxL^SJdxL=}rWGI81;+3cc0V1nJP1VyO#vky$GPZty;ra;Ulk05S|5e` zhDqXHb#Qb^BC+WYtL-%%xG6AHi*$0mpvg3Jsct ztM^N?d4kK=gbvgUwy)o!T5a_!W>8cyD-&IzT4d~6l{F%s_v|4Yz5>xH}%x|!uK7uX`A4z(In5>Qp0JR5x$c_@eOd<2P&3B5*Yfu%) zWJ;&L92tqa)vd`e98*r&N5O3a2l z^WR^XH}QL0(azn@1BOU;z^YCp&a?RqNi#+(lTtTJ8{VT$Q-T)kqD-ezg}{m}wQm@XaF-T-0Kff|C-V+2WzWko{o z-sQ!`MRR#Eh;OXU5U+G$pbB&i#nazE*LZSk*_zG#Wu@A^nQVIG&;#Dmf!+4CH7XW+ zmW-GV(*j}E_Ao{CS)rdxS-;rDW)!)NK44)Kuz*eR%&Gi>x4$S`2gx5`IDRUV=U6ulj#_$^Q%r`h36W1 zXFWAt%0PgUu;~GNAJg|f^+W|@E9vSReOf{V(}`f7k#<8KM5YuYB_$YJ=koU zW`7U!;q%q?z7%c7VBSum#+d%vkl?eL|qNgn!GQA>j~xIIO9TeONZ5W1f; z)8P2_(d~>Xso-y4ziGvZiM8%2gEY0MVzNlu0W{u>=LN_g(w5mtaHfi1VYpnW4e?}b zb})CPtilJXWAdY}G6DVO^vXMD-jCy-KGW89D03x*ld73 zVS6V+9dV+4vvQcIlVxZ~_z8oB=4A=f-%hl>r)bArm8?arR z$ZToB0vW#Mh7Wt-8R)RzV?D6!P3@xi+|cCDQiD^uK9oO#XH3~kNLi%V5zQ6|Kb*)6 zKIJw|5U)zfxst$YL)G0%qiUal=Rn(uz=7xph9o1JvSrgms6e*Al`E-m`yq>ZP+|b| z`nqKIs;m^?$yHAFLEamqV4nV#`I*)nTtge(Nx7+ue%7Tq zvzV`ME24fW+0>OhyZ|5?(GQ3%Misb&(b|Z4K!EW^z*aIhKdKJ53^(pv<@!tC%xBjP zk{nmxjo`aq7w8*faP7|%a>x`V($XG?lWiKjs4asTxvg#>G;7M%i^R*D3TCY4=gb{|ap~rpfmh_WX0{)*(f+D&aR&SESWn;_a_^U(afVV)}BAm)w1q zG$u37aXqZzhl5T-o(m31kb}=8-&gqeE2fR5y~18c!81z{-p!mLpgfPW%of^xc0!f@%~4|RlDxlm*})ORNzug-_KgU;6pOhm)FU8Ill+;7-3Ii>vr`f>J8-A&`Bwyo+H#U z+LJF*`r+}IGj!MFQfT}4OR4Pdp}n{lWCx|pJx*Ew)UDX=4qSMIWr zXcc14CN=&%GcFY1K*ReVoL!~PD}ByhIA8@=s{VG|MG@!zc?wH@+wGsycCqzJ zb9a1q3yzZ zLucprqau0&_71T~KhG@D6*Vm7AIwThh1QOic;laXR_o3`?A*Mjh5S`2JjOe3_q#qj zpKwK})KH&UA)?Q`-Sc*Khx(*RM0cha%Uzi*_``>gapK!O*Dup!%F^1_6%#&dDZd;y z74P>qDH8UqcXWVy{Z)a2o7&Pz+l`eKij96BFWu1J{*g@Y9ikB>ES(Y6f&HcobCq$K zn_;f{>|A#pT!feQgLJA|((Xjjdobtexe@q?pXshKUi^A}9bE6r=wFJV;vnI0N4@Og^5y$;u?E4SzZ9;Nbd_ODz0w(*vSd;Hj9z#Nhd*H{@j$V# z#0md>k;(oP0ob~-rakbvzjSx*>oKAATIS)5;&Z`+Dx-Z=NTWKc)eP-k)A(Y&N`J<) z1VNlvro(mS^clb+5W=e$ztcJgBtB6r2jr-j0)#6vf6mawEl|nl5Tlo3E58&I(1{er zf8)Ddb*WEV64-&3;5{5&&qJQHq2A4*d+a-BC_D?Ynp+@jug&i^urA#T-~*CkdrLZ? z+%XoDs57V8W;10R*d1^U+#STZxv1J}!i5<2SS2*KK(EzP`vg=@A+?%6x?2?Wx{-n3 z`+5sh(-!{{jtkuK1CDQ%mNCetO*^NxI|jtb@z_e=A1!GXTU%}Mcz)Q*PmhP*q9&!2 z@8$t>LiIC$bnZSg%&*lXc?y1)IC=qvYU%;|$$j+_LQw7Y)N}7M&9C|GZUKvp&7n&x zaw@qpl|P9Yn6OFLU2@h8a4|>1#QDXLIa5Y5H!~DRHm5bk7arpQ=SxS+TBQI8F;*0( zOgla!1?9)L4Z-{BeikKKB~~fYFUWV{De6V1c_2PISlJNt40-Q#Qs~;JLEcxcSEC)! z^2lYTBN?f=S2X?yz}Qwq{nha6ZB7)+)m+8j)e&IL{SFZbmS|RqNR=8P!B`J<1deX| z4!yh_uMLfPbJ^Lpe(%KYx2af90X{{C$?%1=|J81L_@0JwVt=73e-^9ADn zvRGmWtCX2qbJThyJ>aBB*TA6ZrB+i2hr-96GFN*yIFIKoUUm?-5O<Y#9`?wlX`>L9Q$P#$}cXYhvSa7e-6!N zHHTQ##;9Q?3H02q-!*1Px<}TkRn#Z>Z3&lZLf0fvaN5JA;#q!~ z(40Eou+V$UuGMP_Ic=HKAJ7egz)aQ0J`KT3xnIT*lxB7Lj(s5I1bEgpSupn;YtX?>&8dG&+&Gq* zQsO#OXpJ%R1%{4Op*65~Hkkjo2Dn_RDZTTmMY3Fw=g*G2X-Njb95c6f@9~f-UWkP5 z#w7GSauf9JKU2Nc@6~>3L7w3%NmoxD&Wy<-bdB4+>({RQ$q9Yh)~^ShNm?ydhMmyz zFJin0jH2%N(^@q{rhc7IPLd=eP$i z{mdD=@9A6czHdc2G&{OB$B8rLonDQtsv)HfQ_o_}$nTsfQ49az75JoizFIM2C}M#)4u&ls zJBb(9Q9<(gn)842K2^jE|1O^W0mE-h-<-rp1wF#xZeeVYvpmLHM})S6mtvBmtJt{N zWZpXGLQnD!kI(sAa`lrOD&{3f4m*Hrs!TyF3kTAr{F118{6r`e7X!ZX^Fgw{@X zXU~MXYND(*oP<&4w8SR9U8L&12y8I!-B=>r4+zcdoxt24vxKu zrsk=xIM0E(GnyMs8mB@PrL5&``1LU9*PRvwu36zw#6Fa%t_Y;`CV!HbD~AuaZ38-r zLZjov{35N(L7G=iE4BuAy_ZF0BiTg;$dCA4$JShs%&!9WV{P8lzh@T$IMp76Im2A<@9G@? zc=%`bF-DzlVi34p#|z9*Qf^#7R#NR55;geWV<~?&y5_HGL$PI+O8J}6@b*qoE?)jw zrnio?Dar*p8yC@@boOF{RUE+k5Eq!Z6waGd)yVn>>-c~C(9q%HUmA=~KE7JsM+@;8fey$t$^4PkgzDEwW#bV_t& z3%t%u0H_UOO59s~M7c+TpH4WRFnQE|>5+il^%(drhJ4pe`oLY1@~yD9cR9e*mhZY@ z{7v62@Ouf>4)ISvSDEP-)tAf?20GZH&A=}|M$xRK@8z1T-nzqbozC1N z3sK(x+>bC|)~;>+#mE9c1ELD79!?7@W`@1qbGYX|aE7-xi1)yiV*ad@!nl4&wKDxJ zx8Gm${m-I?_%S^kfmQ`V6x6Xs@!+~(l(*iwoqqkZ0X4aPW5ftQyijye5F&|j#=arB z%AEkMJB&Haw?+5LI}ea1r-*t8PdktHb6cBn3V91(Vf71BiCwkcS76e1=Cp=U&UmNk zFGv~>jmqH}8R#B=sVEcd3&|aILsI7LHYHUcmD|8hSt9pGGW|S-UMc;VMM9S>$z%WI zAiKF#^YAp){pm3uG%hVsJbapq8Zbmt?uSfS1i#PvHJgT+70)OFufw<84W;eGZx|zerY% z&zcQtxu7&V*?R45YSDZ1%8*PaG?)6xB`Ry&xsB>YseG)cTCX4w&V>89yY5xJ^CbDn z95fMy_Yrj0wW;8d`UO*ZrJ%-IFKihvOM7VrcfWJ%IJPae?Kqy(KFBVts7~f(p*;3U zgs9OY&zg5ugA%12_>c!xZ@(I{FL?+dvr?B)y^iW7x@&IQhuoZ~z_R1>HJ`-1HEuup zNNYJ_T6Wh|`!0`=?aUz_mx7@37X~`~F==Sr`#~T>| zN@6u4A{EJ*6$UjY#w7#z@y`(J5g^z2;%L zeLJ6{d2xoYhtb=J{~MN#XpTCW_U z(n?}+tB2wgvTvpvTq1QyQ<5GHJzfYl%e@Y*DoknSSq3KrX*Ld3I*B3$qcS2R0kl(0 zZC?d(!!hKl2Uo}RPNoR}vJ86*@63WMA#IaY_v-(KmXhbx^;++9v%N+X8}-K?J;^kst-!xC%Gml>Zi zdg%S9%xYz!(hMIt@#GJ}b=fmRoe*MjE2?jPg^5!01>k!2-m0%i-RCo=8Jy#xISwY& zc$dO7bi(OKq92^;N%lPxQ9ovcp*D7@X!1yw%T0>+B8aHsac0LBPqUuee3x|g;)yIDRjQTIJr~d)G~`a{-nhgKG}<~5OM0fc+!tALk)a2Ei~E`sCjDL(7He1 zR2H?Qa?O)$t9fx%U5SkX<$eD=_~@Fj97%Je!XGjAc=;~>sH^oDxpMdGNiY9C;&j^v zA@LCCBB$6za>y7hv3oNTsL`TO(epd?+epMReZR|R7pb*_*t2EhB8ec%0Lt`S@YBYn!?3X z?S)#tX_g+Fn)V$OBGe@E9n_04D=@naCyj(Y9FyU3ZjFPicfYvEn3kuy#rk|310uD@ zi`x{-L-zY&9c%lLclr!lV$@nH+?1+RD^c*(cM#ji(N7dCsn5oEici`<1#z9lR$twp z_lBGxtv`OwhJX*<%-CX?}S* zz!0Qv>BUny+J1TtbtXAwIT#a_Co{my@(@F1C-AM6FBEMf>HT?+G6UJux&9fOKFA(%d=0oPe|hL z+hBtakSB>0JILI*g!i4qn8&U5U(fwVtWV<;DmN0LltFy(m)p&eHs^28iT;?iD@s9| z$lYe)-iPosXGi_oP8y>+Pfv;$^ovK@;>)Ex+(=nO?>a+k|7nxOrr$}vLZg1_WuuCU z*OCM9M-=a4G3zzljb!S+8DiSZl?mVqt+4U*s}Ih=Kkt$1RA}|=(UJ575(Zri z{@P}ub(~*LdnU>Zr#Y^av7#NL-6Kn*I80c;5?mzhZ=VJ~uZ-_tw3461MStaITo7e9 z_yT*v(`6Zz$SKWOJ@U77Qj<;#+DF!|E3brDp#$MYvygK_YCm7ITcp*k19;d8cPP@fD<3set?r2A^T~x_Wrej~Rvi6ozQ41}O-qdaFHYk3E?cP=lk& zTOW(o3aGlb3-*#%zEFK%(Hk}D>t*iJ$!>-y*tySJA#B%-nwk5fQL2j`&8P~uJ-IKAFv_@Ha5!5@bLF|F!OS9tb4^4rvi39`Wc0L8?~-$! zl9!^y{dELMqcL$I%NG_<~*d@6p}-(RYpk~@`V z7oBU9c-1D)sB_ii6n~fG3&CP(6V=A=$rnOS+(F^ya-2{ONl)$gv*wdiUdiR-LsY+Y zh@*Rs(c);M&1t|Bk-FIhPo!pAcx%m|-udbw&{ZdRAEQUgkeV1IAUVn@`CV}V#SPBt zU#)FDAzX2*HWp)(tP&ExY8St1lPeb|S%r5S2?xD|`r4(eisSVAXTN{+f4aR=-pu;MdAn#3=`?@(70l!TwCLo3dcM?9KtR2ap4Z4E!BJcjlnhz zgH$Ys11@6z9>F55^M5lCTZ2Ady~)vu5Ez4hbST-6ovM+2a#TlHa8yW0zwSql){t z2`)+dO5NVU0QuV~j+_ z^}VV~98-8N-TFnO3|`JhKCz6Y8GET(bss-?<_KF(w9_rTC1SOSzLvf=L@-J}INQZv zTAg?Voa|~+m*8x7m+(A^>9ZU{ebo3wuP>%vdL#PBgf-eKeKmr#yb3N{T8Zh@KAQLJ zVNFyxxAc38QSwr_7mw)pJ~b{kkU#qSM~&fy@k;;L5{<%VI&gKh(CD=a3>!#EILnt* zMb-F6j9_m&u8s~`LpIUyl2fD%uIN}M%^A$7awENK*Kn-M$06afg%3f5 z2HIcqdC9B7`vQ`$jTQ@rkO%*|8%lz~WEO2EIO&p@?DI>X2Zj4~w@JAq7A20l zgxC4v271g1B^`jA$fhDkEf@FoiJ)k2<7B5KptvL*0rzlX zC50JAauUNddh8_H?c}70keAY^foZjWO~l(nYeNT(l7LlVt*HrQRgNZo(Wkg+OoWNC zJ^be3gS5DWuMIB#JVR$TGsFnyn@Zy5!c??cFRNeGS{+?-lx977dA;B_r)|p zsAg;QTmN~{K$y6}M8@EeWF^M1dRjStvKx;OJZrKMorr{xH6Lqc8N<}fA`u*IHFea7 zGAJs}qA)jst~wXyBs*yZ=?JILlBb%jBAqGZPm*g>GoA57EK*UcK7c=I2*nu|a+AZf zN}JnlHgZyh^s9l_pd@Y~eW&Ysg_Mc7wIoweIf(3xB$CyGG_5a1L*+gF=p?Hqt9Ah&2TlJqfn3}=pmuq*mHc;OsBEpbJQbvjNMK-CDIMr;H z{+TQyj-)Rn^V8PS-|vb@CKu$BE52`ch$s<%s}*-h(YpyC{*stac}WqO$yV{pxcIZW zYn*5_h`&eLpskn2_5ew#QYJ~z#4HqzsKhGbIVQwRpI3-I!HUwWYLvzxY%3BF;?r73 zOShLMpMfk%>S`IqpJf6?)*}w7qloaxr?}$IC4B78!L)zx9$wmfn4fhfQ6{Wl(9*jY zcgx*;BX%Dzy|9}vKVC2T>{(-2@U0(m)f6N7yB^?M-`&XC z?VZF&<&rKW#Uw7QT|*Zn=naT~ju1*o!C-+5p>LuENXaRpu&hYpUJU>%KaqZs{tP&U zn6$QVvP-?F*F~DOiaPh-vx4nxJyf6ff3)@q%guGCsWJS5TW_Dv7jDzD_0wNv-CHO4 zgT(1X!I`Kv14Bv?!wZBMIy$L2-h|UGqEj$Lbqi7PnV6NhIhSE0B_<>``f5(ln?I2x z!IHeVh-vb%BqR%-NbE@6ln)3<;d8dq($Yg+o1Y}9yBZ)-pcfQ!YfjB3t)z_nv;-l0 z@;eoza>HoAiCf~WrbfhtkU_hg*FS6dy{2Y>`CDtqyXYQ<-uA!zDCYszuN+vxmZ=7P zl^}Zed8%F1OZwGtODehLg2NJDiORp^`qJa7$s~T=^tH87Ti-0CRdCFqBhfa9YkvL% zE-dTC^voyuRqb&41oN}hq(gOG)I)JKDWg#^*+rAfK)Qf}+818E&(PJUBRRW3e4vE% zL=lkUduq0yUi@8c!P?W-%&9IBcM(4s)|1q_-o1kDGrYQf2S18rGO2tNg{da8VqF}o z>Bi-WiV!uEKdgd8RfeuE^tlCC6YM0JRL#|ZP*fX`=xb}xw(V^Sm`F2;&qN{;YjF~b z1vj!Y$xb#)*GPHwY7kg@Fsf#2OLNE{hL8wO5lXd94ou?ndcDG=Kkbq8_P!=<7Lz=$ z*LC-=U|TYYZ%(b^`=9$aZ6Q%aAU_hXc*;I2man}j#WFwk0ehAg9LmQG6zXM%E=^C;<0~4ljJS+upAE#$t{gX zH`6}(cPzeSGCx_;&i!9`nG;PeOhtl)QeyRq#RTW%eqC*yR9ANqlUPt=at7fu=Hk(U zk7lyMop>!dm~4{EvzHOgc5-+9Nrxi8H-w z+a1ANvk<{xN|q*oGXZo`xK9TJ{|k%4gBhJzh;x$h0l;d zYWg(p`u>-gKSadz!?*IoH+8(&2vgG3tmuL3{HZB06YMr}f`;&yxp>9JeEq9~X!+ik zS^vsrz85cIjKsMu=0NX1#g6#rxZ>I+{OErN)Aiji^7^W^d?S?0=!|@Fa&joh5Y8gU zs|gZnrmPwO3;P74y9B!$9ct*8^n!Ad2VKMbd1JZbA}@O$Ud6%VEz}z=+IxW71V5_J z*tqf+KVb3n46>fQhF{kVq9Kq%j$L_rKbFR#KAf$Mv~+dTQzPc(} zT7{dMl1Rg=@yJlTfFWZ`#b1OU)g7n07d&A>d5aIX$3|LCA!U_WM4M03(e0qkQb2ir z4%xzK)g-8XC{y_%F1%OpxTAxbx-Np!_UZZAa^G|!EmgF&blRM}IcYZGZ$hr$_DLTh;S)7A?R55e zF{LGCV9qR|AUj3k%YrecX7Q^$tWYG3zpsV1t{!ScAJ_v`#Pa6SGhVG=OC`H* zEBD^|dmO^qbdv0B!U0bUhV)6DlhvwBxkyxv97#ObN=B0<`7}q@!O0Un+Jo2p;X}w4 zU6E+kqbBcbv%gh0$3wU~>u7Hip4sgqsdTKwPZEW?PEI%U(%s|3tn*{cDkmc+kNi}- z@GNyVDYjfd&7zKmoCKuo)lI?|g>z{S+1}mO=k0@=;);qlYCpz=7es^x85sYWpD};= z1TH;s6W@5WgFo){GBn51ucy>Nx!;4XXas4gNfd7-TT>-3DSQy`5`1vARZ%1S z&lgW1x3r8bIX2m*#JJ`V$`j>hAAKziw0CsT60%_v4P{D9!d5(jQk#dkr<=oP`ozx_ zr&14Iy(HvUlBu*wss;7v>1^3Uo({S@#E+_77?r*eg06U&rAhOaENLB9+ zmsmKv{d!!qL~Dl!uf7E9h#UCAjTuy$YIyDb7pV&A>5henyBeu!c1e5%F@}Oz3(CmO zFCb6KV3N8h-Yf8^#e=u6lZLuFIzy79)D9657s135Qqt0?$OzIGP>*_SvDOm3(dk12zgXoTzpi95|t914GK8(`Fk{*dk9w#M_Cdh*kV4(9_1D zHuWyHI2M!I%SY}J@JgE`lBl?_-3!hh4jk+zRrq{%VZQJJX*1QYE9A3;e%0HeE$!!>;xb{Z{KYz2eK%SaWDE*>TRsjb$~;zDA=+d)rP2dA6- za_Ro^oaexQo2l`hXfzCtLl`dpHN!8tipM5z;dkGAkzf7dEn*XLw8>!>frhx!MjkgI ze@t*CnIx-dK@}TbJDJ7O&v_Z7*i=ssj5|mS=|n$yB<^a@G~kFx=bOzK#pg_UgGtHE zAV1tf$eb>kH(laKDdg<3eoE^;)z%&$w|_-H&(h+>D*YrrA_3lI@2Qj+JI4&x8nfjKU=|e ziqsMdZf6*aEuF&3N-|PyBwC~n;`C|^C+v6OY-^&v%T0&S)J)+90$=Z#a&`e`W9R^_ z_WxnX)XVw(eL1xM>Sw(2)d%=q*%XQ_dJ6S|+tO-^_lNvJ-0@`WmN;smmnV`#No5|{ zNrEXSkJIe*33pBZdP}me`KTUmifHs%JhU5iXZV4HM zg_65%8op`c0&-s1*G;c*q-xO@5y5k_hQognM=Iuo*u{JY@s@m%iaA&FyDt>tS^EI1 z9)6N9?h(v3niyA*i0SOPQuk<}8+Xt|2n!jB@^9gYrlf323v);nfHEnJlB1$|21d%Kq+|+*`*&EuCf$AB&fDK(XCpdJuONnCEm?}-MJ1`GOcH?%CAE*xd~zf&oEppbr_ZGL zRFuLkr$jI(Gx&yUx$0w=GkVQZeziS?2VEEOt0}f=}D5zT@5t9@C6=S z-_52rsheXY)2_IJtM6RKjC>u*lH`NoFh*;XzWuA&{mS$FaBVBw>sy&noQZq*om{jq zksC%f@#90o7*UkR72{HgsF{COlMnRp^lS&9Iy zKA$_kdKs3)1frgL>VAI%k2a3rwakz5!_UF-r=Q`$uRcv}h8IurY|@4=4qSFNirr&qRd>{>O(o;a|q+ zi)QhuTg%w`lM^HlE@15SxPEaa zca3l3;iH2o6JfS=j4&C!w0GwYPVab(FaErb6NhY6Or67pH{ZhI*@GF85+M|h%VBB& zRTAEs2YB+eLwsjT7l}4MVMj6v*%O$2?VT*XU>H*}M1cAvwQ1r&M5QfG`_9LC^O;|B z-^MC>Q?Dj}-tBzk`YB8A5*883n!}9YY2-A&%E1>OV_&p@;D}sG?K(oys5UdH--N(P zJDSx)7p1ae9wAgGaJrT=_LAjX`_U_zRb(JdNOON|#&8^cor5p`ksqvWVM`rMDd@k_ z-*1Y{3=kUS?$Mw|YU6(rPTH0gQu&Dc1fh&OFpR&8|NUwX-VM+5#20?ab0GshiI9|(lR2P8J#$2W2KmB;wOtIcevaWkdxEK&`a z+&doVpj55GAO$ zV38bvuZg2C{D|jXKf?F-MX{SB=!J|MDWUSB+gY@5I?F1pM8nb+I-y+#D+xv+;E^yc zw;Ox=YdrtLChj}cLrBVFv?`LXyzSg}c3|S~F>MPJZQ$$gJO4k?)Bw3Qc%=sA&Q8p%(9pyUv37IynyYPUbZy?;2$x_vDq zl{L{7UCfMW)A{O`MzH^x7EHD@rd&OmMCn0$xPw5$Hoo)mpRi9ih@`uJ!H>$DMl$l^n^}0t6y^`IV^M<#BF@y1x7m1xosU1pV+S_VCwLePs|Ruc z^b2oidO{XA%+1%fx{FDMR1dWbJ=@v(!Wtg^&dVG!3eM;PB*(lYFS>^dCggLQ>oE>y zT!T4p7}IkkmqpE}75Wj^Azu9M9kU^B`2yGqXzNsi03r>{_u5HZ))Jj^$83QoWz)U z9pTBJ=d;V|u*r2FI6j4 zCG$s&VEJ4(wVONGYMMmm1=lfgd_L*5FR^o9Hx6f#gs619n$Yw2m`V`QxRfDARD35c zIjblT#2)qHlZ2*uT`WL$qzl84TN$}%F`ryiOuot^BC-QIlQye0*tUx^Z~m5V|7I6& z`b)@}`*A+LcoehCY$TY&Oug|QrWunlNG{>zFL?g>H~7|epWsXoug5}C;36*n$PMDB zWsHzAXtR8cQm1G;X9P=EuieU5b~;G6E@%4mMSS-ggK7K8=UMl{8U8nz%*g0*V!8|P zXWz_qU%QHhg~zD7|7O0sQOBzdVZq;%IKm%c+~mc4^G9>=+fI+1e z;>vG@3uP|6l(Cl%VdR1WGJCuvb_5~WO3ZhXSmEXPC;kr~U)Dl)QiPu!8^Mi}GMQSM zj92qXD~3Qb{!<%y?58iX=7po2Nlzi!*M+sD0{fhgaLv+@EEFDN^@Jpo3ExwLk47&& z`+v_XuWsgh&oyhicvuE-SEshai|7g0B{SjMUtreaA}V*>!IvNF;o1FuQtkZ@_TvEu zF{xAG;*YX;@n~-L{fbX~`84}o<;?%&$GCKKDuX1?`Gu3JcZQnPc1Jj=dj4CieyN&= zs_QY&xsSO^rtx|6@A%pew(^Igon+-$D4up1vxGa{G*)8XAmxb)N07W~uvmz69~O@J zYrg;JDc0=m!Jc3fczJhYzt^;Z@`2CaV^P7j|5_6qP>`VTT;-rxR4_8!Km4LSL{J~G zJ^?M2o7I+tF~1)?XRyxsAtUBZY% zclGDEY}ydU=ZVG(3O^R?F$fnj)5EE!f5>aEuIHhX7NUZMS!JV1x$R#5ci28+yH|44 zw|C<5%XLi#Le&1a zcb>s>;C{aM*ioK8?IqoqNy(I}n73jH*N&1{GfT^f|EcZNjNuk)cCBIcZ@$ATbx9oa z8AyuD`GxmTId=~CE;+@9x)NH#CEPMSog}MKLeEcMb2}M>&D0;&E7`Jk9Y6TpaT;Bsdo#s%0__;bUB#dUEBM@!63XlntAUtsXvr7C?Zdst zsDJYp{NlMYJhZKyiRxXS1Ep1hB;e4Kk~@(ZUw@Ff;YX=i`$um3y_4>6j3Tx4TVmJm z=q7#iM23F!em+;Zm%y8=x#qPNDsH%%OYXRYMFmmOvC_BlF^JZ;NM3O^?dHH^|I6>! zbh6)ALCMWO;eSS)AnEW6-2CkwwA43|J8c1juJ|<9&K@NkJwfwNqtw?RAD!S<_|)TU zeswip|6>Dvo-o#Q^?IqZVzqg^X+q zO_Em=6$enfHzv4XPto*rk~)oULXu~^p$W{Lbs5WVn9un97$TzyhvZl}&}?X@dEcu% z{e$~>y)ML&fQdZkX%a905~DA@j4$-vOH0Z;y2PL77DR-Ric?9RGscdw{ufWP=Rgno zJHNpE;RTFO7I+hmoFd#T+Vn`?RGu#*XvGkD8yA!qib+ zTUtS0vf8moO&$>cbDZGR)>nDtM^CV=%SW>{h0Oj|c#moCI@WjM^$sSj^g=GZ=Qb`9 zzE_?QB@m4E^TUpl)UEy{5588#Z}vGzvkMQE^V9>8cTCz=$u~7oI-=g8DnFYoShM9< zdbO&2;9%k5dP^!6i+X*F=#F3mfv^pyX#w+YxrA$HMLF@2yLe=K3y0E&G5ne@aOKoW zW~8gt{fhg?G~aePyrkr3qEoBu|M)R}vEI$rW&@RtIw}?|VaC;0bK}G`vL%MpYby{u z2)AwEz=oIk)lYVEwAW9lNVJRi#JiudsVt-vL)e!}$>=hMFBn34`x-XwsAbg_9b<>4 zXd{H`-I#A@Wfd#7EK=0?i(E|SJB=fCDY;`7am$?-F|{I%OLBl>6Ira2>4dI?F>b!A-2oJ*E+^NN{F$dI;^_Vx?r>#f2ayWeF0>(BF< zU5(^UxrRj_xrQ6sKf*7bIKvlLIhiCFuhS`RttZrHqWrd-x#X6G%s+4=4?OGOYp)C6 zN&Axmh*lx$#~T>QjHyew;?_k>Du`=a_p4YiiO*XMU345-$1^{?pOtSk<4hmKh-*H} zCDSJ|CBs01X(qF-p2_5^Oe7>5>3IDYY+v;V-`&zqb;<>dnRpqud}JBZ%Tq{Is~XiS zYRrP4u4bCI|DMO6+s|*FsUc~U6|Woe$_BISE8k&Ab2HYXr-)p4ImOv2-7lTP+L zcrP3NaEM<=iiJPMDG}NCU(B5TqwV|yw)6HOn-Y0yT^6lvEqFRDbT^D)#cfxy^!AHcp1F8m?vKfZ<+wzbfFw3$AEUAJWr*8FjN z?h{LyazQVV=KcKoq>gq;f;oQ=xfCH1^*gi`agNS7HO(Oc8AgIZwI)3xeQ!pWm_wrU zt3BGr?x$X%BtDO!i?8R(c?XFayZKGEmo(qSTs(RvSFRXL^8W9zdCyy{awOvyB4CJ% zATwt&>zXOVTeflH=MV8forxZ|1$$zyko22ae8KHpmt?_l-v+izBJ!tXpce%gwd7;V z$!EF6NyGLh`Q76Os0!I7fl8U3Z8RKeW!#cm7<1)K+%#XVx$U?7{N!r6aKe(Ef!)w_cPo_uCNs}_X zn}jKg#|=_86G`dSoH(+J&IgJqzWG`vUOt)Mm9%3TH;1VstXST9fCpChvh8G)@}*}{7x4WLMV05%|kbMG?i%{9EZhUj!GPP<3vOVM1^F&=QIslBelC&h(Go%%w{wvZU|`FaGRVj@Eb5CPX_r>YJDsIBnYpp;XJm()*cixC zm(i~EPdB-RQIt!ds|CxU9h~X8p5dhhOqr}>Ta}IzULCnfLUJW^?By9)rwwPQrBxH7 zuU84-_qd5>Ou(9O7b`^k9N2OnKm1W0UFtzpas|eMX?*668@cFe5k9eIe!nYBeP=Iu zi2<^1`7G0xT*TdT%{0CAb$)fEg@ZjQ_!Gx7cFtsOxcFmS)6jw~&CQQaL>MVLNNsVe z2K4?hOAv?K(voSgmDDz580G&0WYQ-0OJ=B%jlLAkul@}EB>u!{3ELA< zPZg94i}%WR5>rtTrjkH;fo(X0La*G!$G2JO_qsoicTB_&1sJEY#x@%Q9_{|Hl^7bO<*;rDvz ztUrw>R*c^#eKv4JMDmO^IRR^C8i{KAm3Tys4`Uv_f=WvZv4$6T`De$dYjqH?i})$H zh%wW~a@&HNxctZuN%Yk5fHQ#TMA(|=?J#E$eMH^gO}XJ$F8d+zkLI*eE%g5c3J5Rs%=>yE6qY*OFc*A zoRD6fn@Z50!xfWUG#uE( z&y<48%j=7_41QEu%VH@fV5-fI7*k^%1u|? zC3$%*H9y}b{0D;Ki+brBfAS$cXRNWCwTazgVs); z@CpNg%F7u!eJpoea4pwv?0!&XRT$tTdOUqMtRGB%6^0ot50tlStoNMY6x0aAG#0vQi91h2%zC*&v+o zbiIYbR0pmzTiMk9616*O>62vdvE~s^pUBO3T)>D6BV2WIJ9QiO(AHeeo6VQ8Y;+|> zjl+ebye|IVCR|g!>n$EvD^-ISQqQojx{XlFP^J%EK&5>ngZfSr z$V$Vg6BZvaiB6fq(BeEsXEqp+a9A{x-;c}XA`l2@-@TXjo!iW2GYJU^q^FCXlH)(fIsadn znz<#W9>#_2*(4NS#dO63_y2;Qt~n(?39N+O_=N-2b_Yq!bJNpZ%fVG^INaU9fli}v z><9_MsmcU{ue$JZ=EhCzI`sy%K^IYlQPR{_OB}!atX9nI1d z_Wb$_?5qn@PhmtVt_#f$jV0wZ;={e<7{ zJ;M=ak~W~IwrEdH(sQP&m9}6e+nR3WD>r5c|EcD+pFb}e%|NHrQ|D=+`b-nK73E~i z{y0}&KaIu3jconpz3gc<(dbUVND>7XUBjTKIw z#=P-Cs)TpH_^tI+JHxaFQwRqNxa5UH8K8gJ#lkjliNEu0_OKuok zBu!I)f-Q9xYQ_JH5;RDCmx*T6dqiu+3HatRs<4;^MG-nBe{{F>(jJ)1-p=b;G-?oo zYAZ3;y6}hNq$Nm$t7Z=erB8FQjlYvQ(GK<;cz_?>TTM^MPavg;K0nRN{R&GlnLSRI`cJx@{Og z{SBrr9>g^NW}f=oYHEEkx<#~_1ji^Yz)XD(I~d9(JUWp37!3dub~^M;i~X zIzfF<+B`cMtJ-GHrWX#<|3F_dg>n(mTU~g2Pjh0MlM{#DlAPeDBb0
    -iWOPDq9 zQm(k}4SHUx=j8TY5xJ6YBEo@1Z&@c^t4&_tv-cZ(`KMhtoHmm42QlNWs~EBLZidfp z#5`DXMlg=p=-!)`m~Ti9LWEk}0|U@-MOQ>Updf>E!66 zU*nM~A1B>eMA9a)=<;bSSaut?H`nsy_EsLLi83ik#f(%z3lDYwi1vUr7%HYDGl%H~ zf`2t@Xzp#~gw0BY#H~Sy(R(mYJ6W}boG)>2FuO50L^IVk({gMTPrcGe>*+T7#GgF2 zA*7T{;4>e+oSAc*iFF<3-s6KLU&YT>f53DU=zTaka!DUHox47DJJ-!kq`2h?p8CmN zsswv`jA|FEG*YY`guHdQ1Un0)T_XZ|M)lBX;7Y2jDr0Kz8J2&jonm4p#aqI1PxO~8+L<9AeZX2;7^9o|NZ+e>>mQFvh?l^0#i?8Qr1dbMD?@a#WsZ{zrrKc%(h zdiGv$0rzC>VCUN1tl!m1Ncud`TTfS;6?bqB*IaTPORt~DCAw9-^uTGh9_}V6yw;yS zn#94A`NFk#b7kluGNMiV_Ou>XC_=uJGvX7!8#9{1A}jt=5A*UPE$pgwV>8EaHaAMy zGDwl*v=xH`H92qpes=x=+j;vZm`W%@*ah1>P9L3WdmEDo1bY%WrYJ2!O4Ursus