From d74f670b4b82121896b4bdcd957cd5549e15d28f Mon Sep 17 00:00:00 2001
From: passt <patrick_stumpf@web.de>
Date: Wed, 23 Jan 2019 15:37:21 +0000
Subject: [PATCH] Initial commit

---
 .gitignore                                    |   1 +
 3rdparty/gridhexagons2.R                      | 153 ++++++++
 Eigen-Networks.Rmd                            | 299 +++++++++++++++
 docs/index.html                               | 348 ++++++++++++++++++
 .../Mclust3D_classification_percentile-1.png  | Bin 0 -> 84280 bytes
 ...lust3D_classification_timecourse_VIZ-1.png | Bin 0 -> 57325 bytes
 .../figure-html/Mclust3D_surprisal-1.png      | Bin 0 -> 111695 bytes
 .../figure-html/TotalVariance-1.png           | Bin 0 -> 36790 bytes
 .../figure-html/hexbinColorbar-1.png          | Bin 0 -> 17378 bytes
 .../figure-html/hexbinDensity-1.png           | Bin 0 -> 67675 bytes
 .../figure-html/hexbinOverall-1.png           | Bin 0 -> 82948 bytes
 .../figure-html/hexbinPCexprmat-1.png         | Bin 0 -> 95519 bytes
 docs/index_files/figure-html/screeplot-1.png  | Bin 0 -> 45133 bytes
 hexpress.R                                    |  64 ++++
 14 files changed, 865 insertions(+)
 create mode 100644 3rdparty/gridhexagons2.R
 create mode 100644 Eigen-Networks.Rmd
 create mode 100644 docs/index.html
 create mode 100644 docs/index_files/figure-html/Mclust3D_classification_percentile-1.png
 create mode 100644 docs/index_files/figure-html/Mclust3D_classification_timecourse_VIZ-1.png
 create mode 100644 docs/index_files/figure-html/Mclust3D_surprisal-1.png
 create mode 100644 docs/index_files/figure-html/TotalVariance-1.png
 create mode 100644 docs/index_files/figure-html/hexbinColorbar-1.png
 create mode 100644 docs/index_files/figure-html/hexbinDensity-1.png
 create mode 100644 docs/index_files/figure-html/hexbinOverall-1.png
 create mode 100644 docs/index_files/figure-html/hexbinPCexprmat-1.png
 create mode 100644 docs/index_files/figure-html/screeplot-1.png
 create mode 100644 hexpress.R

diff --git a/.gitignore b/.gitignore
index fcff087..886732b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -31,3 +31,4 @@ vignettes/*.pdf
 # Temporary files created by R markdown
 *.utf8.md
 *.knit.md
+.Rproj.user
diff --git a/3rdparty/gridhexagons2.R b/3rdparty/gridhexagons2.R
new file mode 100644
index 0000000..f874f7b
--- /dev/null
+++ b/3rdparty/gridhexagons2.R
@@ -0,0 +1,153 @@
+# function hexbin::grid.hexagons - modified in line 50 to discount NA values
+
+grid.hexagons2 <- function (dat, style = c("colorscale", "centroids", "lattice", 
+                         "nested.lattice", "nested.centroids", "constant.col"), use.count = TRUE, 
+          cell.at = NULL, minarea = 0.05, maxarea = 0.8, check.erosion = TRUE, 
+          mincnt = 1, maxcnt = max(dat@count), trans = NULL, colorcut = seq(0, 
+                                                                            1, length = 22), density = NULL, border = NULL, pen = NULL, 
+          colramp = function(n) {
+            LinGray(n, beg = 90, end = 15)
+          }, def.unit = "native", verbose = getOption("verbose")) 
+{
+  if (!is(dat, "hexbin")) 
+    stop("first argument must be a hexbin object")
+  style <- match.arg(style)
+  if (minarea <= 0) 
+    stop("hexagons cannot have a zero area, change minarea")
+  if (maxarea > 1) 
+    warning("maxarea > 1, hexagons may overplot")
+  if (use.count) {
+    cnt <- dat@count
+  }
+  else {
+    cnt <- cell.at
+    if (is.null(cnt)) {
+      if (is.null(dat@cAtt)) 
+        stop("Cell attribute cAtt is null")
+      else cnt <- dat@cAtt
+    }
+  }
+  xbins <- dat@xbins
+  shape <- dat@shape
+  tmp <- hcell2xy(dat, check.erosion = check.erosion)
+  good <- mincnt <= cnt & cnt <= maxcnt
+  xnew <- tmp$x[good]
+  ynew <- tmp$y[good]
+  cnt <- cnt[good]
+  sx <- xbins/diff(dat@xbnds)
+  sy <- (xbins * shape)/diff(dat@ybnds)
+  switch(style, centroids = , lattice = , constant.col = , 
+         colorscale = {
+           if (is.null(trans)) {
+             if (min(cnt, na.rm = TRUE) < 0) {
+               pcnt <- cnt + min(cnt)
+               rcnt <- {
+                 if (maxcnt == mincnt) rep.int(1, length(cnt)) else (pcnt - 
+                                                                       mincnt)/(maxcnt - mincnt)
+               }
+             } else rcnt <- {
+               # MODIFICATION: remove NA values
+               if (maxcnt == mincnt) rep.int(1, length(cnt)) else (cnt - min(cnt, na.rm=T)) / (max(cnt, na.rm=T) - min(cnt, na.rm=T))
+             }
+           } else {
+             rcnt <- (trans(cnt) - trans(mincnt))/(trans(maxcnt) - 
+                                                     trans(mincnt))
+             if (any(is.na(rcnt))) stop("bad count transformation")
+           }
+           area <- minarea + rcnt * (maxarea - minarea)
+         }, nested.lattice = , nested.centroids = {
+           diffarea <- maxarea - minarea
+           step <- 10^floor(log10(cnt))
+           f <- (cnt/step - 1)/9
+           area <- minarea + f * diffarea
+           area <- pmax(area, minarea)
+         })
+  area <- pmin(area, maxarea)
+  radius <- sqrt(area)
+  switch(style, centroids = , constant.col = , lattice = {
+    if (length(pen) != length(cnt)) {
+      if (is.null(pen)) pen <- rep.int(1, length(cnt)) else if (length(pen) == 
+                                                                1) pen <- rep.int(pen, length(cnt)) else stop("'pen' has wrong length")
+    }
+  }, nested.lattice = , nested.centroids = {
+    if (!is.null(pen) && length(dim(pen)) == 2) {
+      dp <- dim(pen)
+      lgMcnt <- ceiling(log10(max(cnt)))
+      if (dp[1] != length(cnt) && dp[1] != lgMcnt) {
+        stop("pen is not of right dimension")
+      }
+      if (dp[1] == lgMcnt) {
+        ind <- ceiling(log10(dat@count))
+        ind[ind == 0] <- 1
+        pen <- pen[ind, ]
+      }
+    } else {
+      pen <- floor(log10(cnt)) + 2
+      pen <- cbind(pen, pen + 10)
+    }
+  }, colorscale = {
+    nc <- length(colorcut)
+    if (colorcut[1] > colorcut[nc]) {
+      colorcut[1] <- colorcut[1] + 1e-06
+      colorcut[nc] <- colorcut[nc] - 1e-06
+    } else {
+      colorcut[1] <- colorcut[1] - 1e-06
+      colorcut[nc] <- colorcut[nc] + 1e-06
+    }
+    colgrp <- cut(rcnt, colorcut, labels = FALSE)
+    if (any(is.na(colgrp))) colgrp <- ifelse(is.na(colgrp), 
+                                             0, colgrp)
+    clrs <- colramp(length(colorcut) - 1)
+    pen <- clrs[colgrp]
+  })
+  inner <- 0.5
+  outer <- (2 * inner)/sqrt(3)
+  dx <- inner/sx
+  dy <- outer/(2 * sy)
+  rad <- sqrt(dx^2 + dy^2)
+  hexC <- hexcoords(dx, dy, sep = NULL)
+  switch(style, constant.col = , colorscale = {
+    hexpolygon(xnew, ynew, hexC, density = density, fill = pen, 
+               border = if (!is.null(border)) border else pen)
+    return(invisible(paste("done", sQuote(style))))
+  }, nested.lattice = , nested.centroids = {
+    hexpolygon(xnew, ynew, hexC, density = density, fill = if (is.null(border) || 
+                                                               border) 1 else pen[, 1], border = pen[, 1])
+  })
+  if (style == "centroids" || style == "nested.centroids") {
+    xcm <- dat@xcm[good]
+    ycm <- dat@ycm[good]
+    k <- sqrt(3)/2
+    cosx <- c(1, k, 0.5, 0, -0.5, -k, -1, -k, -0.5, 0, 0.5, 
+              k, 1)/sx
+    siny <- c(0, 0.5, k, 1, k, 0.5, 0, -0.5, -k, -1, -k, 
+              -0.5, 0)/sy
+    dx <- sx * (xcm - xnew)
+    dy <- sy * (ycm - ynew)
+    dlen <- sqrt(dx^2 + dy^2)
+    cost <- ifelse(dlen > 0, dx/dlen, 0)
+    tk <- (6 * acos(cost))/pi
+    tk <- round(ifelse(dy < 0, 12 - tk, tk)) + 1
+    hrad <- ifelse(tk%%2 == 1, inner, outer)
+    fr <- pmin(hrad * (1 - radius), dlen)
+    xnew <- xnew + fr * cosx[tk]
+    ynew <- ynew + fr * siny[tk]
+  }
+  n <- length(radius)
+  if (verbose) 
+    cat("length = ", length(pen), "\n", "pen = ", pen + 1, 
+        "\n")
+  n6 <- rep.int(6:6, n)
+  pltx <- rep.int(hexC$x, n) * rep.int(radius, n6) + rep.int(xnew, 
+                                                             n6)
+  plty <- rep.int(hexC$y, n) * rep.int(radius, n6) + rep.int(ynew, 
+                                                             n6)
+  switch(style, centroids = , lattice = {
+    grid.polygon(pltx, plty, default.units = def.unit, id = NULL, 
+                 id.lengths = n6, gp = gpar(fill = pen, col = border))
+  }, nested.lattice = , nested.centroids = {
+    grid.polygon(pltx, plty, default.units = def.unit, id = NULL, 
+                 id.lengths = n6, gp = gpar(fill = pen[, 2], col = if (!is.null(border)) border else pen[, 
+                                                                                                         2]))
+  })
+}
\ No newline at end of file
diff --git a/Eigen-Networks.Rmd b/Eigen-Networks.Rmd
new file mode 100644
index 0000000..3c10728
--- /dev/null
+++ b/Eigen-Networks.Rmd
@@ -0,0 +1,299 @@
+---
+title: "Eigen-Networks"
+author: "PS STUMPF"
+date: "22/01/2019"
+output: html_document
+knit: (function(input_file, encoding) {
+  out_dir <- 'docs';
+  rmarkdown::render(input_file,
+ encoding=encoding,
+ output_file=file.path(dirname(input_file), out_dir, 'index.html'))})
+---
+
+
+```{r setup, include=FALSE}
+knitr::opts_chunk$set(message=FALSE, error=FALSE, warning=FALSE, cache=TRUE, auto.dep=TRUE, echo=TRUE, tidy=FALSE, width.cutoff=50, fig.width = 4, fig.asp = 1)
+options(digits=6)
+
+suppressPackageStartupMessages({
+  library(marray)
+  library(mclust)
+  library(flowCore)
+  library(flowViz)
+  library(beanplot)
+})
+
+# specific hexbin plot function
+source('./hexpress.R')
+```
+
+This markdown file contains source code related to Stumpf & MacArthur *Machine learning of stem cell identities from single-cell expression data via regulatory network archetypes*. Frontiers in Genetics 10:2 (2019) https://doi.org/10.3389/fgene.2019.00002
+
+Please cite this paper if you re-use any of the code below.
+
+## Load and transform CyTOF data
+
+Load regulatory network (manually curated using the ChIP-Seq database ChIPBasev2.0 and KEGG).
+
+```{r load_adjacency_matrices}
+IRN <- read.table('./RegulatoryNetwork', header=T, sep="\t", stringsAsFactors = FALSE)
+colix <- unique(c(IRN$Source.Index, IRN$Target.Index))
+```
+
+Load CyTOF data from Zunder et al. (2015) Cell Stem Cell doi: 10.1016/j.stem.2015.01.015. (cytobank accession: 43324).
+
+Data contains 47 features (including 6 condition barcodes, some DNA markers etc.).
+
+```{r load_expression_data, results='hide', warning=FALSE}
+mESC.NG <- read.flowSet(path='./cytobank43324/', pattern='NG')
+```
+
+Perform logicle transformation on data.
+
+```{r transform_data}
+# create transformation function with parameters
+lgcl  <- logicleTransform(w = 0.6, t = 10000, m = 4.5)
+# create transformList to apply to non-linear features
+trans <- transformList(parameters(mESC.NG[[1]])$name[9:46], lgcl)
+# apply transformation
+mESC.NG <- transform(mESC.NG, trans)
+```
+
+## Eigen-networks
+
+Integrate single-cell expression data with regulatory network. Derived expression values can be regarded as the edge-expression of the regulatory network.
+
+```{r scIRN, eval=TRUE}
+# Apply function(X) to each frameset and apply function(x) to each row. Returns a list
+IRN.NG <- fsApply(mESC.NG,
+                  function(X){ apply(exprs(X), # expression values of cells in flowFrame X
+                                     1,        # work along first dimenions (one row [cell] at a time)
+                                     function(x){ x[IRN$Source.Index] * (x[IRN$Target.Index] ^ IRN$Sign)  }) },
+                  simplify = F)
+```
+
+Obtain regulatory network archetypes (aka Eigen-Networks, aka principal components). Run *prcomp* on regulatory network data in 0i conditions, project all other conditions.
+
+```{r PCA_spIRN_2iprojectElse, eval=TRUE}
+# Run prcomp to obtain principal components
+pcEdge0i <- prcomp(t(IRN.NG$'NG_CGR8-2i.fcs'), center=T, scale.=T)
+```
+
+Calculate the proportion of variance explained.
+
+```{r screeplot, fig.width = 4, fig.asp = 1}
+VarExpl <- (pcEdge0i$sdev^2) / sum(pcEdge0i$sdev^2)
+
+# Screeplot
+par(mar=c(4,4,.5,.5))
+plot(cumsum(VarExpl), type='l', ylim=c(0,1), las=1,
+     xlab='Component', ylab='Variance Explained', bty='n'); abline(h=0.95, lty=2, col=2)
+```
+
+Function to project unseen data onto principal components.
+
+```{r predictPCA}
+# Function predictPCA()
+predictPCA <- function(object, newdata, cmpnts=1:3)  {
+  # function to project newdata onto principal components (object)
+  # newdata: matrix with samples (rows) and features (columns)
+  predictNewData <- apply(newdata, 2, function(iSample) { ((iSample - object$center) / object$scale) %*% object$rotation[,cmpnts] })
+  return(t(predictNewData))
+}
+```
+
+Extract data of choice and project in principal component space of mESC.NG in 0i conditions.
+
+```{r extractAndProject}
+# specify PCs
+pcomp = 1:2
+# extract expression matrix (select flowFrame of choice, for instance 2i)
+exprmat <- exprs(mESC.NG$'NG_CGR8-2i.fcs')
+# project data (select corresponding integrated regulatory network of choice)
+xy <- predictPCA(pcEdge0i, IRN.NG$'NG_CGR8-2i.fcs', cmpnts = pcomp)
+colnames(xy) <- colnames(pcEdge0i$x[,pcomp])
+```
+
+Calculate density of cells in principal component space and visualise using hexbin.
+
+```{r hexbinDensity}
+hexpress(xy=xy, exprmat=exprmat, feats='density', pcomp=1:2)
+```
+
+Calculate overall expression and visualise using hexbin.
+
+```{r hexbinOverall}
+hexpress(xy=xy, exprmat=exprmat, feats='overall', pcomp=1:2, colix=colix)
+```
+
+Display node expression using hexbin.
+
+```{r hexbinPCexprmat}
+hexpress(xy=xy, exprmat=exprmat, feats='Nanog(Gd156)Dd', pcomp=1:2)
+```
+
+Display color bar.
+
+```{r hexbinColorbar, fig.width = 3, fig.asp = 1}
+col <- maPalette(low = 'blue', high = 'green', k = 11)
+
+par(mar=c(3 ,7, 3, 7))
+  image(t(as.matrix(1:11)), col=col, axes=F)
+  axis(4, at = c(0,1),labels = c('low','high'),line = 0.25, las=1)
+  mtext(side=2, text='Expression',line = 0.5)
+```
+
+
+## Classification and surprisal analysis
+
+```{r LoadPreviousData, eval=TRUE, echo=FALSE, cache.lazy=FALSE}
+# Load data when knitting markdown
+load(file = '../../Single Cell Networks Rnalyses/CyTOF/Mclust-GMM-Revised.RData')
+load(file = '../../Single Cell Networks Rnalyses/CyTOF/Mclust-Density-Revised.RData')
+load(file = '../../Single Cell Networks Rnalyses/CyTOF/Mclust-Classification-Revised.RData')
+```
+
+Fit multivariate Gaussian Mixture Model (GMM) with unconstrained co-variance.
+
+```{r Mclust3D_gmm, eval=F}
+# Fit multivariate gaussian mixture model
+xyzMc <- Mclust(pcEdge0i$x[,1:3], G=4, modelNames = 'VVV')
+# obtain density
+xyzMc.density <- densityMclust(pcEdge0i$x[,1:3], G=4, modelNames = 'VVV')
+```
+
+Display total variance.
+
+```{r TotalVariance, fig.width = 4, fig.asp = 1}
+# total variance (trace of covariance matrix + and sum of across remaining off-diagona covariance matrix)
+GMMvar <- rbind( apply(xyzMc$parameters$variance$sigma, 3,
+                       function(x){sum(diag(x))}),
+                 apply(xyzMc$parameters$variance$sigma, 3, 
+                       function(x){sum(abs(x))}) - apply(xyzMc$parameters$variance$sigma, 3,
+                                                         function(x){sum(diag(x))})
+                 )[,c(3,1,2,4)]
+rownames(GMMvar) <- c('Trace','OffDiagonal')
+
+# Plot results
+par(mar=c(4,4,.5,.5))
+barplot(GMMvar, las=1, names=1:4, xlab='Cluster', ylab='Total Variance')
+```
+
+Calculate centroid Eigen-Network for each cluster and export for external visualisation (e.g. using Cytoscape or yEd). See figure 4B in Stumpf & MacArthur (2019).
+
+```{r CentroidEigenNetwork, eval=F}
+# prepare data for export 1/3
+clusterface <- cbind(( pcEdge0i$center + pcEdge0i$scale * t(xyzMc$parameters$mean[,1] %*% t(pcEdge0i$rotation[,1:3])) ),
+                     ( pcEdge0i$center + pcEdge0i$scale * t(xyzMc$parameters$mean[,2] %*% t(pcEdge0i$rotation[,1:3])) ),
+                     ( pcEdge0i$center + pcEdge0i$scale * t(xyzMc$parameters$mean[,3] %*% t(pcEdge0i$rotation[,1:3])) ),
+                     ( pcEdge0i$center + pcEdge0i$scale * t(xyzMc$parameters$mean[,4] %*% t(pcEdge0i$rotation[,1:3])) ))
+colnames(clusterface) <- c('centroid-c1', 'centroid-c2', 'centroid-c3', 'centroid-c4')
+rownames(clusterface) <- c()
+# prepare data for export 2/3
+pcexport <- cbind(pcEdge0i$center, pcEdge0i$scale)
+colnames(pcexport) <- c('center', 'scale')
+# prepare data for export 3/3
+pcexport <- cbind(pcexport, pcEdge0i$rotation)
+rownames(pcexport) <- c()
+
+# write matrix for network
+write.table(cbind(IRN, clusterface, pcexport),
+                  file='IRN-NG.tgf', sep='\t', quote=F, row.names = F, col.names = T)
+```
+
+Calculate surprisal and visualise as beanplots.
+
+```{r Mclust3D_surprisal, fig.width = 6, fig.asp = 2/3}
+# Density - Surprisal
+a <- lapply( IRN.NG, function(x) {-log(predict(xyzMc.density, newdata=predictPCA(pcEdge0i, x[,])))})
+par(mar=c(4,4,.5,.5))
+beanplot(a, what=c(F,T,F,F), cutmin=0, cutmax=40, ylim=c(5.5,28), log='y', las=2, bw=0.05, maxwidth = 1, border=NA, ylab='-log(p[x,y,z])')
+```
+
+
+Classification of points using Gaussian Mixture Model.
+
+```{r Mclust3D_classification, eval=FALSE}
+# Classification
+xyzDA   <- MclustDA(pcEdge0i$x[,1:3], xyzMc$classification, G=4, modelNames='VVV')
+xyzDAcv <- cvMclustDA(xyzDA, nfold=10)
+
+pcEdge0i.classification <- do.call(cbind, lapply(IRN.NG, function(x){table(predict(xyzDA, newdata=predictPCA(pcEdge0i, x))$classification)}))
+
+# which cells are classified correctly?
+pcEdge0i.classification.retained <- lapply(IRN.NG, function(x){rejectOption(xyzMc, predictPCA(pcEdge0i, x), G=1:4, alpha=0.1) })
+```
+
+Include reject-option (discard points that fall outside of a given percentile threshold).
+
+```{r function_rejectOption}
+#####  function to reject points outside interval of any of the gaussian components
+rejectOption <- function(gmModel, testData, G, alpha) {
+# for each multivariate gaussian component calculate the F-value to compare against the quantile function
+# and check against the chi-square distribution.
+  d = ncol(testData)
+  I = apply(gmModel$parameters$variance$sigma, 3, solve)
+  # calculate chi-square statistic     
+  chiStat <- apply(testData, 1, function(x) { sapply(G, function(g) {
+                                              t(x - gmModel$parameters$mean[,g]) %*%
+                                                               matrix(I[,g], d)  %*%
+                                               (x - gmModel$parameters$mean[,g]) } ) } )
+  # check if chi-square statistic is larger (smaller) than corresponding quantile at the level of alpha (1-alpha)
+  retained = chiStat < qchisq(1-alpha, df=d)
+  # if G comprises multiple components (e.g. G=1:4), check whether cells are members of ANY component and return single logical vector
+  if (length(G)>1) {
+    retained = apply(retained, 2, any)
+  }
+  return(retained)
+}
+```
+
+Illustrate percentiles of Gaussian components at PC3=0.
+
+```{r Mclust3D_classification_percentile, fig.width = 4, fig.asp = 1}
+# visualise the interval in 2D for z=0
+xyzPlane <- cbind(as.vector(matrix(rep(seq(-20,20,0.1), 201), ncol = 401, byrow=T)), as.vector(matrix(rep(seq(-10,10, 0.1), 401), ncol = 201, byrow=F)), 0)
+colnames(xyzPlane) <- c('x','y','z')
+
+# plot an example - 90th percentile
+par(mar=c(4,4,.5,.5))
+# G=1
+  a <- rejectOption(xyzMc, xyzPlane, G=1, alpha=0.1) 
+  z <- matrix(a, 201)
+  image(x=seq(-20,20,0.1), y=seq(-10,10,0.1), z=t(z), col=c(NA, '#1f78b466'), las=1, xlab='PC1', ylab='PC2')
+# G=2
+  a <- rejectOption(xyzMc, xyzPlane, G=2, alpha=0.05)
+  z <- matrix(a, 201)
+  image(x=seq(-20,20,0.1), y=seq(-10,10,0.1), z=t(z), col=c(NA, '#33a02c66'), add=T, axes=F)
+# G=3
+  a <- rejectOption(xyzMc, xyzPlane, G=3, alpha=0.05)
+  z <- matrix(a, 201)
+  image(x=seq(-20,20,0.1), y=seq(-10,10,0.1), z=t(z), col=c(NA, '#6a3d9a66'), add=T, axes=F)
+# data points
+  points(pcEdge0i$x[,1:2], pch='.', col='black')
+  text(-12,9, labels='90th percentile')
+```
+
+Classify cells across entire reprogramming time-course.
+
+```{r Mclust3D_classification_timecourse}
+# Include reject option in classification
+gmmClassification <- function(testData, gmModel, gmDA, pcaModel, tab=TRUE){
+  a=predictPCA(pcaModel, testData)
+  b=factor(predict(gmDA, newdata=a)$classification, levels=1:5)
+  c=rejectOption(gmModel, a, G=1:4, alpha=0.25)
+  b[!c]<-5
+  if (tab){ return(table(b))
+   } else { return(b) }
+}
+pcEdge0i.classification <- do.call(cbind, lapply(IRN.NG, gmmClassification, xyzMc, xyzDA, pcEdge0i ))
+```
+
+Visualise results as bar chart.
+
+```{r Mclust3D_classification_timecourse_VIZ, fig.width = 6, fig.asp = 2/3}
+# Viz timecourse classification results
+par(mar=c(4,4,.5,.5))
+barplot(t(t(pcEdge0i.classification) / colSums(pcEdge0i.classification)), las=2, 
+        ylab='Fraction', col=c('#6a3d9a', '#1f78b4', '#33a02c', '#ff7f00', '#FFFFFF'))
+```
diff --git a/docs/index.html b/docs/index.html
new file mode 100644
index 0000000..f66d5bd
--- /dev/null
+++ b/docs/index.html
@@ -0,0 +1,348 @@
+<!DOCTYPE html>
+
+<html xmlns="http://www.w3.org/1999/xhtml">
+
+<head>
+
+<meta charset="utf-8" />
+<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
+<meta name="generator" content="pandoc" />
+
+
+<meta name="author" content="PS STUMPF" />
+
+
+<title>Eigen-Networks</title>
+
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e0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3t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AF4EewSUABgAAAETNjIXEyEyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAg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3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI5OyIgZD0iTTYwMCAxMTc3cTExNyAwIDIyNCAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI0dC00NS41IC0yMjR0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNCAtNDUuNXQtMjI0IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNHQ0NS41IDIyNHQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNCA0NS41ek02MDAgMTAyN3EtMTE2IDAgLTIxNC41IC01N3QtMTU1LjUgLTE1NS41dC01NyAtMjE0LjV0NTcgLTIxNC41IHQxNTUuNSAtMTU1LjV0MjE0LjUgLTU3dDIxNC41IDU3dDE1NS41IDE1NS41dDU3IDIxNC41dC01NyAyMTQuNXQtMTU1LjUgMTU1LjV0LTIxNC41IDU3ek01NDAgODIwbDI1MyAtMTkwcTE3IC0xMiAxNyAtMzB0LTE3IC0zMGwtMjUzIC0xOTBxLTE2IC0xMiAtMjggLTYuNXQtMTIgMjYuNXY0MDBxMCAyMSAxMiAyNi41dDI4IC02LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzMDsiIGQ9Ik05NDcgMTA2MGwxMzUgMTM1cTcgNyAxMi41IDV0NS41IC0xM3YtMzYycTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMzYycS0xMSAwIC0xMyA1LjV0NSAxMi41bDEzMyAxMzNxLTEwOSA3NiAtMjM4IDc2cS0xMTYgMCAtMjE0LjUgLTU3dC0xNTUuNSAtMTU1LjV0LTU3IC0yMTQuNXQ1NyAtMjE0LjV0MTU1LjUgLTE1NS41dDIxNC41IC01N3QyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNWgxNTBxMCAtMTE3IC00NS41IC0yMjQgdC0xMjMgLTE4NC41dC0xODQuNSAtMTIzdC0yMjQgLTQ1LjV0LTIyNCA0NS41dC0xODQuNSAxMjN0LTEyMyAxODQuNXQtNDUuNSAyMjR0NDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXExOTIgMCAzNDcgLTExN3oiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTAzOyIgZD0iTTExNjUgMTE5MHE4IDMgMjEgLTYuNXQxMyAtMTcuNXEtMiAtMTc4IC0yNC41IC0zMjMuNXQtNTUuNSAtMjQ1LjV0LTg3IC0xNzQuNXQtMTAyLjUgLTExOC41dC0xMTggLTY4LjV0LTExOC41IC0zM3QtMTIwIC00LjV0LTEwNSA5LjV0LTkwIDE2LjVxLTYxIDEyIC03OCAxMXEtNCAxIC0xMi41IDB0LTM0IC0xNC41dC01Mi41IC00MC41bC0xNTMgLTE1M3EtMjYgLTI0IC0zNyAtMTQuNXQtMTEgNDMuNXEwIDY0IDQyIDEwMnE4IDggNTAuNSA0NSB0NjYuNSA1OHExOSAxNyAzNSA0N3QxMyA2MXEtOSA1NSAtMTAgMTAyLjV0NyAxMTF0MzcgMTMwdDc4IDEyOS41cTM5IDUxIDgwIDg4dDg5LjUgNjMuNXQ5NC41IDQ1dDExMy41IDM2dDEyOSAzMXQxNTcuNSAzN3QxODIgNDcuNXpNMTExNiAxMDk4cS04IDkgLTIyLjUgLTN0LTQ1LjUgLTUwcS0zOCAtNDcgLTExOSAtMTAzLjV0LTE0MiAtODkuNWwtNjIgLTMzcS01NiAtMzAgLTEwMiAtNTd0LTEwNCAtNjh0LTEwMi41IC04MC41dC04NS41IC05MSB0LTY0IC0xMDQuNXEtMjQgLTU2IC0zMSAtODZ0MiAtMzJ0MzEuNSAxNy41dDU1LjUgNTkuNXEyNSAzMCA5NCA3NS41dDEyNS41IDc3LjV0MTQ3LjUgODFxNzAgMzcgMTE4LjUgNjl0MTAyIDc5LjV0OTkgMTExdDg2LjUgMTQ4LjVxMjIgNTAgMjQgNjB0LTYgMTl6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwNDsiIGQ9Ik02NTMgMTIzMXEtMzkgLTY3IC01NC41IC0xMzF0LTEwLjUgLTExNC41dDI0LjUgLTk2LjV0NDcuNSAtODB0NjMuNSAtNjIuNXQ2OC41IC00Ni41dDY1IC0zMHEtNCA3IC0xNy41IDM1dC0xOC41IDM5LjV0LTE3IDM5LjV0LTE3IDQzdC0xMyA0MnQtOS41IDQ0LjV0LTIgNDJ0NCA0M3QxMy41IDM5dDIzIDM4LjVxOTYgLTQyIDE2NSAtMTA3LjV0MTA1IC0xMzh0NTIgLTE1NnQxMyAtMTU5dC0xOSAtMTQ5LjVxLTEzIC01NSAtNDQgLTEwNi41IHQtNjggLTg3dC03OC41IC02NC41dC03Mi41IC00NXQtNTMgLTIycS03MiAtMjIgLTEyNyAtMTFxLTMxIDYgLTEzIDE5cTYgMyAxNyA3cTEzIDUgMzIuNSAyMXQ0MSA0NHQzOC41IDYzLjV0MjEuNSA4MS41dC02LjUgOTQuNXQtNTAgMTA3dC0xMDQgMTE1LjVxMTAgLTEwNCAtMC41IC0xODl0LTM3IC0xNDAuNXQtNjUgLTkzdC04NCAtNTJ0LTkzLjUgLTExdC05NSAyNC41cS04MCAzNiAtMTMxLjUgMTE0dC01My41IDE3MXEtMiAyMyAwIDQ5LjUgdDQuNSA1Mi41dDEzLjUgNTZ0MjcuNSA2MHQ0NiA2NC41dDY5LjUgNjguNXEtOCAtNTMgLTUgLTEwMi41dDE3LjUgLTkwdDM0IC02OC41dDQ0LjUgLTM5dDQ5IC0ycTMxIDEzIDM4LjUgMzZ0LTQuNSA1NXQtMjkgNjQuNXQtMzYgNzV0LTI2IDc1LjVxLTE1IDg1IDIgMTYxLjV0NTMuNSAxMjguNXQ4NS41IDkyLjV0OTMuNSA2MXQ4MS41IDI1LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwNTsiIGQ9Ik02MDAgMTA5NHE4MiAwIDE2MC41IC0yMi41dDE0MCAtNTl0MTE2LjUgLTgyLjV0OTQuNSAtOTV0NjggLTk1dDQyLjUgLTgyLjV0MTQgLTU3LjV0LTE0IC01Ny41dC00MyAtODIuNXQtNjguNSAtOTV0LTk0LjUgLTk1dC0xMTYuNSAtODIuNXQtMTQwIC01OXQtMTU5LjUgLTIyLjV0LTE1OS41IDIyLjV0LTE0MCA1OXQtMTE2LjUgODIuNXQtOTQuNSA5NXQtNjguNSA5NXQtNDMgODIuNXQtMTQgNTcuNXQxNCA1Ny41dDQyLjUgODIuNXQ2OCA5NSB0OTQuNSA5NXQxMTYuNSA4Mi41dDE0MCA1OXQxNjAuNSAyMi41ek04ODggODI5cS0xNSAxNSAtMTggMTJ0NSAtMjJxMjUgLTU3IDI1IC0xMTlxMCAtMTI0IC04OCAtMjEydC0yMTIgLTg4dC0yMTIgODh0LTg4IDIxMnEwIDU5IDIzIDExNHE4IDE5IDQuNSAyMnQtMTcuNSAtMTJxLTcwIC02OSAtMTYwIC0xODRxLTEzIC0xNiAtMTUgLTQwLjV0OSAtNDIuNXEyMiAtMzYgNDcgLTcxdDcwIC04MnQ5Mi41IC04MXQxMTMgLTU4LjV0MTMzLjUgLTI0LjUgdDEzMy41IDI0dDExMyA1OC41dDkyLjUgODEuNXQ3MCA4MS41dDQ3IDcwLjVxMTEgMTggOSA0Mi41dC0xNCA0MS41cS05MCAxMTcgLTE2MyAxODl6TTQ0OCA3MjdsLTM1IC0zNnEtMTUgLTE1IC0xOS41IC0zOC41dDQuNSAtNDEuNXEzNyAtNjggOTMgLTExNnExNiAtMTMgMzguNSAtMTF0MzYuNSAxN2wzNSAzNHExNCAxNSAxMi41IDMzLjV0LTE2LjUgMzMuNXEtNDQgNDQgLTg5IDExN3EtMTEgMTggLTI4IDIwdC0zMiAtMTJ6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEwNjsiIGQ9Ik01OTIgMGgtMTQ4bDMxIDEyMHEtOTEgMjAgLTE3NS41IDY4LjV0LTE0My41IDEwNi41dC0xMDMuNSAxMTl0LTY2LjUgMTEwdC0yMiA3NnEwIDIxIDE0IDU3LjV0NDIuNSA4Mi41dDY4IDk1dDk0LjUgOTV0MTE2LjUgODIuNXQxNDAgNTl0MTYwLjUgMjIuNXE2MSAwIDEyNiAtMTVsMzIgMTIxaDE0OHpNOTQ0IDc3MGw0NyAxODFxMTA4IC04NSAxNzYuNSAtMTkydDY4LjUgLTE1OXEwIC0yNiAtMTkuNSAtNzF0LTU5LjUgLTEwMnQtOTMgLTExMiB0LTEyOSAtMTA0LjV0LTE1OCAtNzUuNWw0NiAxNzNxNzcgNDkgMTM2IDExN3Q5NyAxMzFxMTEgMTggOSA0Mi41dC0xNCA0MS41cS01NCA3MCAtMTA3IDEzMHpNMzEwIDgyNHEtNzAgLTY5IC0xNjAgLTE4NHEtMTMgLTE2IC0xNSAtNDAuNXQ5IC00Mi41cTE4IC0zMCAzOSAtNjB0NTcgLTcwLjV0NzQgLTczdDkwIC02MXQxMDUgLTQxLjVsNDEgMTU0cS0xMDcgMTggLTE3OC41IDEwMS41dC03MS41IDE5My41cTAgNTkgMjMgMTE0cTggMTkgNC41IDIyIHQtMTcuNSAtMTJ6TTQ0OCA3MjdsLTM1IC0zNnEtMTUgLTE1IC0xOS41IC0zOC41dDQuNSAtNDEuNXEzNyAtNjggOTMgLTExNnExNiAtMTMgMzguNSAtMTF0MzYuNSAxN2wxMiAxMWwyMiA4NmwtMyA0cS00NCA0NCAtODkgMTE3cS0xMSAxOCAtMjggMjB0LTMyIC0xMnoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTE1OyIgZD0iTTQwNCAxMDAwaDc0NnEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNTUxaDE1MHEyMSAwIDI1IC0xMC41dC0xMCAtMjQuNWwtMjMwIC0yNDlxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI0OXEtMTQgMTQgLTEwIDI0LjV0MjUgMTAuNWgxNTB2NDAxaC0zODF6TTEzNSA5ODRsMjMwIC0yNDlxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNWgtMTUwdi00MDBoMzg1bDIxNSAtMjAwaC03NTBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXY1NTBoLTE1MHEtMjEgMCAtMjUgMTAuNXQxMCAyNC41bDIzMCAyNDlxMTQgMTUgMzUgMTV0MzUgLTE1eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTY7IiBkPSJNNTYgMTIwMGg5NHExNyAwIDMxIC0xMXQxOCAtMjdsMzggLTE2Mmg4OTZxMjQgMCAzOSAtMTguNXQxMCAtNDIuNWwtMTAwIC00NzVxLTUgLTIxIC0yNyAtNDIuNXQtNTUgLTIxLjVoLTYzM2w0OCAtMjAwaDUzNXEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXQtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNTB2LTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41dC0zNS41IDE0LjV0LTE0LjUgMzUuNXY1MGgtMzAwdi01MCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjV0LTM1LjUgMTQuNXQtMTQuNSAzNS41djUwaC0zMXEtMTggMCAtMzIuNSAxMHQtMjAuNSAxOWwtNSAxMGwtMjAxIDk2MWgtNTRxLTIwIDAgLTM1IDE0LjV0LTE1IDM1LjV0MTUgMzUuNXQzNSAxNC41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxMTc7IiBkPSJNMTIwMCAxMDAwdi0xMDBoLTEyMDB2MTAwaDIwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjVoMzAwcTQxIDAgNzAuNSAtMjkuNXQyOS41IC03MC41aDUwMHpNMCA4MDBoMTIwMHYtODAwaC0xMjAwdjgwMHoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTM0OyIgZD0iTTYwMCAxMTc4cTExOCAwIDIyNSAtNDUuNXQxODQuNSAtMTIzdDEyMyAtMTg0LjV0NDUuNSAtMjI1dC00NS41IC0yMjV0LTEyMyAtMTg0LjV0LTE4NC41IC0xMjN0LTIyNSAtNDUuNXQtMjI1IDQ1LjV0LTE4NC41IDEyM3QtMTIzIDE4NC41dC00NS41IDIyNXQ0NS41IDIyNXQxMjMgMTg0LjV0MTg0LjUgMTIzdDIyNSA0NS41ek02NzUgOTAwaC0xNTBxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di0yNzVoLTEzN3EtMjEgMCAtMjYgLTExLjUgdDggLTI3LjVsMjIzIC0yNzVxMTMgLTE2IDMyIC0xNnQzMiAxNmwyMjMgMjc1cTEzIDE2IDggMjcuNXQtMjYgMTEuNWgtMTM3djI3NXEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEzNTsiIGQ9Ik02MDAgMTE3NnExMTYgMCAyMjIuNSAtNDZ0MTg0IC0xMjMuNXQxMjMuNSAtMTg0dDQ2IC0yMjIuNXQtNDYgLTIyMi41dC0xMjMuNSAtMTg0dC0xODQgLTEyMy41dC0yMjIuNSAtNDZ0LTIyMi41IDQ2dC0xODQgMTIzLjV0LTEyMy41IDE4NHQtNDYgMjIyLjV0NDYgMjIyLjV0MTIzLjUgMTg0dDE4NCAxMjMuNXQyMjIuNSA0NnpNNjI3IDExMDFxLTE1IC0xMiAtMzYuNSAtMjAuNXQtMzUuNSAtMTJ0LTQzIC04dC0zOSAtNi41IHEtMTUgLTMgLTQ1LjUgMHQtNDUuNSAtMnEtMjAgLTcgLTUxLjUgLTI2LjV0LTM0LjUgLTM0LjVxLTMgLTExIDYuNSAtMjIuNXQ4LjUgLTE4LjVxLTMgLTM0IC0yNy41IC05MXQtMjkuNSAtNzlxLTkgLTM0IDUgLTkzdDggLTg3cTAgLTkgMTcgLTQ0LjV0MTYgLTU5LjVxMTIgMCAyMyAtNXQyMy41IC0xNXQxOS41IC0xNHExNiAtOCAzMyAtMTV0NDAuNSAtMTV0MzQuNSAtMTJxMjEgLTkgNTIuNSAtMzJ0NjAgLTM4dDU3LjUgLTExIHE3IC0xNSAtMyAtMzR0LTIyLjUgLTQwdC05LjUgLTM4cTEzIC0yMSAyMyAtMzQuNXQyNy41IC0yNy41dDM2LjUgLTE4cTAgLTcgLTMuNSAtMTZ0LTMuNSAtMTR0NSAtMTdxMTA0IC0yIDIyMSAxMTJxMzAgMjkgNDYuNSA0N3QzNC41IDQ5dDIxIDYzcS0xMyA4IC0zNyA4LjV0LTM2IDcuNXEtMTUgNyAtNDkuNSAxNXQtNTEuNSAxOXEtMTggMCAtNDEgLTAuNXQtNDMgLTEuNXQtNDIgLTYuNXQtMzggLTE2LjVxLTUxIC0zNSAtNjYgLTEyIHEtNCAxIC0zLjUgMjUuNXQwLjUgMjUuNXEtNiAxMyAtMjYuNSAxNy41dC0yNC41IDYuNXExIDE1IC0wLjUgMzAuNXQtNyAyOHQtMTguNSAxMS41dC0zMSAtMjFxLTIzIC0yNSAtNDIgNHEtMTkgMjggLTggNThxNiAxNiAyMiAyMnE2IC0xIDI2IC0xLjV0MzMuNSAtNHQxOS41IC0xMy41cTcgLTEyIDE4IC0yNHQyMS41IC0yMC41dDIwIC0xNXQxNS41IC0xMC41bDUgLTNxMiAxMiA3LjUgMzAuNXQ4IDM0LjV0LTAuNSAzMnEtMyAxOCAzLjUgMjkgdDE4IDIyLjV0MTUuNSAyNC41cTYgMTQgMTAuNSAzNXQ4IDMxdDE1LjUgMjIuNXQzNCAyMi41cS02IDE4IDEwIDM2cTggMCAyNCAtMS41dDI0LjUgLTEuNXQyMCA0LjV0MjAuNSAxNS41cS0xMCAyMyAtMzEgNDIuNXQtMzcuNSAyOS41dC00OSAyN3QtNDMuNSAyM3EwIDEgMiA4dDMgMTEuNXQxLjUgMTAuNXQtMSA5LjV0LTQuNSA0LjVxMzEgLTEzIDU4LjUgLTE0LjV0MzguNSAyLjVsMTIgNXE1IDI4IC05LjUgNDZ0LTM2LjUgMjR0LTUwIDE1IHQtNDEgMjBxLTE4IC00IC0zNyAwek02MTMgOTk0cTAgLTE3IDggLTQydDE3IC00NXQ5IC0yM3EtOCAxIC0zOS41IDUuNXQtNTIuNSAxMHQtMzcgMTYuNXEzIDExIDE2IDI5LjV0MTYgMjUuNXExMCAtMTAgMTkgLTEwdDE0IDZ0MTMuNSAxNC41dDE2LjUgMTIuNXoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTQzOyIgZD0iTTY0OSA5NDlxNDggNjggMTA5LjUgMTA0dDEyMS41IDM4LjV0MTE4LjUgLTIwdDEwMi41IC02NHQ3MSAtMTAwLjV0MjcgLTEyM3EwIC01NyAtMzMuNSAtMTE3LjV0LTk0IC0xMjQuNXQtMTI2LjUgLTEyNy41dC0xNTAgLTE1Mi41dC0xNDYgLTE3NHEtNjIgODUgLTE0NS41IDE3NHQtMTUwIDE1Mi41dC0xMjYuNSAxMjcuNXQtOTMuNSAxMjQuNXQtMzMuNSAxMTcuNXEwIDY0IDI4IDEyM3Q3MyAxMDAuNXQxMDQgNjR0MTE5IDIwIHQxMjAuNSAtMzguNXQxMDQuNSAtMTA0ek04OTYgOTcycS0zMyAwIC02NC41IC0xOXQtNTYuNSAtNDZ0LTQ3LjUgLTUzLjV0LTQzLjUgLTQ1LjV0LTM3LjUgLTE5dC0zNiAxOXQtNDAgNDUuNXQtNDMgNTMuNXQtNTQgNDZ0LTY1LjUgMTlxLTY3IDAgLTEyMi41IC01NS41dC01NS41IC0xMzIuNXEwIC0yMyAxMy41IC01MXQ0NiAtNjV0NTcuNSAtNjN0NzYgLTc1bDIyIC0yMnExNSAtMTQgNDQgLTQ0dDUwLjUgLTUxdDQ2IC00NHQ0MSAtMzV0MjMgLTEyIHQyMy41IDEydDQyLjUgMzZ0NDYgNDR0NTIuNSA1MnQ0NCA0M3E0IDQgMTIgMTNxNDMgNDEgNjMuNSA2MnQ1MiA1NXQ0NiA1NXQyNiA0NnQxMS41IDQ0cTAgNzkgLTUzIDEzMy41dC0xMjAgNTQuNXoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTc4OyIgZD0iTTkzNSAxMTY1bDI0OCAtMjMwcTE0IC0xNCAxNCAtMzV0LTE0IC0zNWwtMjQ4IC0yMzBxLTE0IC0xNCAtMjQuNSAtMTB0LTEwLjUgMjV2MTUwaC00MDB2MjAwaDQwMHYxNTBxMCAyMSAxMC41IDI1dDI0LjUgLTEwek0yMDAgODAwaC01MHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWg1MHYtMjAwek00MDAgODAwaC0xMDB2MjAwaDEwMHYtMjAwek0xOCA0MzVsMjQ3IDIzMCBxMTQgMTQgMjQuNSAxMHQxMC41IC0yNXYtMTUwaDQwMHYtMjAwaC00MDB2LTE1MHEwIC0yMSAtMTAuNSAtMjV0LTI0LjUgMTBsLTI0NyAyMzBxLTE1IDE0IC0xNSAzNXQxNSAzNXpNOTAwIDMwMGgtMTAwdjIwMGgxMDB2LTIwMHpNMTAwMCA1MDBoNTFxMjAgMCAzNC41IC0xNC41dDE0LjUgLTM1LjV2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzQuNSAtMTQuNWgtNTF2MjAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNzk7IiBkPSJNODYyIDEwNzNsMjc2IDExNnEyNSAxOCA0My41IDh0MTguNSAtNDF2LTExMDZxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2Mzk3cS00IDEgLTExIDV0LTI0IDE3LjV0LTMwIDI5dC0yNCA0MnQtMTEgNTYuNXYzNTlxMCAzMSAxOC41IDY1dDQzLjUgNTJ6TTU1MCAxMjAwcTIyIDAgMzQuNSAtMTIuNXQxNC41IC0yNC41bDEgLTEzdi00NTBxMCAtMjggLTEwLjUgLTU5LjUgdC0yNSAtNTZ0LTI5IC00NXQtMjUuNSAtMzEuNWwtMTAgLTExdi00NDdxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTIwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NDQ3cS00IDQgLTExIDExLjV0LTI0IDMwLjV0LTMwIDQ2dC0yNCA1NXQtMTEgNjB2NDUwcTAgMiAwLjUgNS41dDQgMTJ0OC41IDE1dDE0LjUgMTJ0MjIuNSA1LjVxMjAgMCAzMi41IC0xMi41dDE0LjUgLTI0LjVsMyAtMTN2LTM1MGgxMDB2MzUwdjUuNXQyLjUgMTIgdDcgMTV0MTUgMTJ0MjUuNSA1LjVxMjMgMCAzNS41IC0xMi41dDEzLjUgLTI0LjVsMSAtMTN2LTM1MGgxMDB2MzUwcTAgMiAwLjUgNS41dDMgMTJ0NyAxNXQxNSAxMnQyNC41IDUuNXoiIC8%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjQ2OyIgZD0iTTUwIDEwMDBoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0zNTBoMTAwdjE1MHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjVoNDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xNTBoMTAwdi0xMDBoLTEwMHYtMTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djE1MGgtMTAwdi0zNTBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTQwMCBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djgwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTcwMCA3MDB2LTMwMGgzMDB2MzAwaC0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI0NzsiIGQ9Ik0xMDAgMGgtMTAwdjEyMDBoMTAwdi0xMjAwek0yNTAgMTEwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek0zMDAgMTAwMHYtMzAwaDMwMHYzMDBoLTMwMHpNMjUwIDUwMGg5MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTQwMCBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTkwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtM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+
+<h1 class="title toc-ignore">Eigen-Networks</h1>
+<h4 class="author"><em>PS STUMPF</em></h4>
+<h4 class="date"><em>22/01/2019</em></h4>
+
+</div>
+
+
+<p>This markdown file contains source code related to Stumpf &amp; MacArthur <em>Machine learning of stem cell identities from single-cell expression data via regulatory network archetypes</em>. Frontiers in Genetics 10:2 (2019) <a href="https://doi.org/10.3389/fgene.2019.00002" class="uri">https://doi.org/10.3389/fgene.2019.00002</a></p>
+<p>Please cite this paper if you re-use any of the code below.</p>
+<div id="load-and-transform-cytof-data" class="section level2">
+<h2>Load and transform CyTOF data</h2>
+<p>Load regulatory network (manually curated using the ChIP-Seq database ChIPBasev2.0 and KEGG).</p>
+<pre class="r"><code>IRN &lt;- read.table('./RegulatoryNetwork', header=T, sep=&quot;\t&quot;, stringsAsFactors = FALSE)
+colix &lt;- unique(c(IRN$Source.Index, IRN$Target.Index))</code></pre>
+<p>Load CyTOF data from Zunder et al. (2015) Cell Stem Cell doi: 10.1016/j.stem.2015.01.015. (cytobank accession: 43324).</p>
+<p>Data contains 47 features (including 6 condition barcodes, some DNA markers etc.).</p>
+<pre class="r"><code>mESC.NG &lt;- read.flowSet(path='./cytobank43324/', pattern='NG')</code></pre>
+<p>Perform logicle transformation on data.</p>
+<pre class="r"><code># create transformation function with parameters
+lgcl  &lt;- logicleTransform(w = 0.6, t = 10000, m = 4.5)
+# create transformList to apply to non-linear features
+trans &lt;- transformList(parameters(mESC.NG[[1]])$name[9:46], lgcl)
+# apply transformation
+mESC.NG &lt;- transform(mESC.NG, trans)</code></pre>
+</div>
+<div id="eigen-networks" class="section level2">
+<h2>Eigen-networks</h2>
+<p>Integrate single-cell expression data with regulatory network. Derived expression values can be regarded as the edge-expression of the regulatory network.</p>
+<pre class="r"><code># Apply function(X) to each frameset and apply function(x) to each row. Returns a list
+IRN.NG &lt;- fsApply(mESC.NG,
+                  function(X){ apply(exprs(X), # expression values of cells in flowFrame X
+                                     1,        # work along first dimenions (one row [cell] at a time)
+                                     function(x){ x[IRN$Source.Index] * (x[IRN$Target.Index] ^ IRN$Sign)  }) },
+                  simplify = F)</code></pre>
+<p>Obtain regulatory network archetypes (aka Eigen-Networks, aka principal components). Run <em>prcomp</em> on regulatory network data in 0i conditions, project all other conditions.</p>
+<pre class="r"><code># Run prcomp to obtain principal components
+pcEdge0i &lt;- prcomp(t(IRN.NG$'NG_CGR8-2i.fcs'), center=T, scale.=T)</code></pre>
+<p>Calculate the proportion of variance explained.</p>
+<pre class="r"><code>VarExpl &lt;- (pcEdge0i$sdev^2) / sum(pcEdge0i$sdev^2)
+
+# Screeplot
+par(mar=c(4,4,.5,.5))
+plot(cumsum(VarExpl), type='l', ylim=c(0,1), las=1,
+     xlab='Component', ylab='Variance Explained', bty='n'); abline(h=0.95, lty=2, col=2)</code></pre>
+<p><img src="data:image/png;base64,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" width="384" /></p>
+<p>Function to project unseen data onto principal components.</p>
+<pre class="r"><code># Function predictPCA()
+predictPCA &lt;- function(object, newdata, cmpnts=1:3)  {
+  # function to project newdata onto principal components (object)
+  # newdata: matrix with samples (rows) and features (columns)
+  predictNewData &lt;- apply(newdata, 2, function(iSample) { ((iSample - object$center) / object$scale) %*% object$rotation[,cmpnts] })
+  return(t(predictNewData))
+}</code></pre>
+<p>Extract data of choice and project in principal component space of mESC.NG in 0i conditions.</p>
+<pre class="r"><code># specify PCs
+pcomp = 1:2
+# extract expression matrix (select flowFrame of choice, for instance 2i)
+exprmat &lt;- exprs(mESC.NG$'NG_CGR8-2i.fcs')
+# project data (select corresponding integrated regulatory network of choice)
+xy &lt;- predictPCA(pcEdge0i, IRN.NG$'NG_CGR8-2i.fcs', cmpnts = pcomp)
+colnames(xy) &lt;- colnames(pcEdge0i$x[,pcomp])</code></pre>
+<p>Calculate density of cells in principal component space and visualise using hexbin.</p>
+<pre class="r"><code>hexpress(xy=xy, exprmat=exprmat, feats='density', pcomp=1:2)</code></pre>
+<p><img 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" width="384" /></p>
+<p>Calculate overall expression and visualise using hexbin.</p>
+<pre class="r"><code>hexpress(xy=xy, exprmat=exprmat, feats='overall', pcomp=1:2, colix=colix)</code></pre>
+<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAwAAAAMACAYAAACTgQCOAAAEGWlDQ1BrQ0dDb2xvclNwYWNlR2VuZXJpY1JHQgAAOI2NVV1oHFUUPrtzZyMkzlNsNIV0qD8NJQ2TVjShtLp/3d02bpZJNtoi6GT27s6Yyc44M7v9oU9FUHwx6psUxL+3gCAo9Q/bPrQvlQol2tQgKD60+INQ6Ium65k7M5lpurHeZe58853vnnvuuWfvBei5qliWkRQBFpquLRcy4nOHj4g9K5CEh6AXBqFXUR0rXalMAjZPC3e1W99Dwntf2dXd/p+tt0YdFSBxH2Kz5qgLiI8B8KdVy3YBevqRHz/qWh72Yui3MUDEL3q44WPXw3M+fo1pZuQs4tOIBVVTaoiXEI/MxfhGDPsxsNZfoE1q66ro5aJim3XdoLFw72H+n23BaIXzbcOnz5mfPoTvYVz7KzUl5+FRxEuqkp9G/Ajia219thzg25abkRE/BpDc3pqvphHvRFys2weqvp+krbWKIX7nhDbzLOItiM8358pTwdirqpPFnMF2xLc1WvLyOwTAibpbmvHHcvttU57y5+XqNZrLe3lE/Pq8eUj2fXKfOe3pfOjzhJYtB/yll5SDFcSDiH+hRkH25+L+sdxKEAMZahrlSX8ukqMOWy/jXW2m6M9LDBc31B9LFuv6gVKg/0Szi3KAr1kGq1GMjU/aLbnq6/lRxc4XfJ98hTargX++DbMJBSiYMIe9Ck1YAxFkKEAG3xbYaKmDDgYyFK0UGYpfoWYXG+fAPPI6tJnNwb7ClP7IyF+D+bjOtCpkhz6CFrIa/I6sFtNl8auFXGMTP34sNwI/JhkgEtmDz14ySfaRcTIBInmKPE32kxyyE2Tv+thKbEVePDfW/byMM1Kmm0XdObS7oGD/MypMXFPXrCwOtoYjyyn7BV29/MZfsVzpLDdRtuIZnbpXzvlf+ev8MvYr/Gqk4H/kV/G3csdazLuyTMPsbFhzd1UabQbjFvDRmcWJxR3zcfHkVw9GfpbJmeev9F08WW8uDkaslwX6avlWGU6NRKz0g/SHtCy9J30o/ca9zX3Kfc19zn3BXQKRO8ud477hLnAfc1/G9mrzGlrfexZ5GLdn6ZZrrEohI2wVHhZywjbhUWEy8icMCGNCUdiBlq3r+xafL549HQ5jH+an+1y+LlYBifuxAvRN/lVVVOlwlCkdVm9NOL5BE4wkQ2SMlDZU97hX86EilU/lUmkQUztTE6mx1EEPh7OmdqBtAvv8HdWpbrJS6tJj3n0CWdM6busNzRV3S9KTYhqvNiqWmuroiKgYhshMjmhTh9ptWhsF7970j/SbMrsPE1suR5z7DMC+P/Hs+y7ijrQAlhyAgccjbhjPygfeBTjzhNqy28EdkUh8C+DU9+z2v/oyeH791OncxHOs5y2AtTc7nb/f73TWPkD/qwBnjX8BoJ98VQNcC+8AAEAASURBVHgB7J0HnBTF8sdr9/LBkU34VEzPnAMYwICCOecAivgwPcPDgAoqKOYs/s0ZIypGVBQVUAFBQEARFAmS7zjg8t2G+VfN3SwzszO7M3ub99d8jp3p6a7u/vbcbVWn8igcCAEEQAAEQAAEQAAEQAAEQCAnCHhzopVoJAiAAAiAAAiAAAiAAAiAgEoABgBeBBAAARAAARAAARAAARDIIQIwAHKos9FUEAABEAABEAABEAABEIABgHcABEAABEAABEAABEAABHKIAAyAHOpsNBUEQAAEQAAEQAAEQAAEYADgHQABEAABEAABEAABEACBHCIAAyCHOhtNBQEQAAEQAAEQAAEQAAEYAHgHQAAEQAAEQAAEQAAEQCCHCMAAyKHORlNBAARAAARAAARAAARAAAYA3gEQAAEQAAEQAAEQAAEQyCECMAByqLPRVBAAARAAARAAARAAARCAAYB3AARAAARAAARAAARAAARyiAAMgBzqbDQVBEAABEAABEAABEAABGAA4B0AARAAARAAARAAARAAgRwiAAMghzobTQUBEAABEAABEAABEAABGAB4B0AABEAABEAABEAABEAghwjAAMihzkZTQQAEQAAEQAAEQAAEQAAGAN4BEAABEAABEAABEAABEMghAjAAcqiz0VQQAAEQAAEQAAEQAAEQgAGAdwAEQAAEQAAEQAAEQAAEcogADIAc6mw0FQRAAARAAARAAARAAARgAOAdAAEQAAEQAAEQAAEQAIEcIgADIIc6G00FARAAARAAARAAARAAARgAeAdAAARAAARAAARAAARAIIcIwADIoc5GU0EABEAABEAABEAABEAABgDeARAAARAAARAAARAAARDIIQIwAHKos9FUEAABEAABEAABEAABEIABgHcABEAABEAABEAABEAABHKIAAyAHOpsNBUEQAAEQAAEQAAEQAAEYADgHQABEAABEAABEAABEACBHCIAAyCHOhtNBQEQAAEQAAEQAAEQAAEYAHgHQAAEQAAEQAAEQAAEQCCHCMAAyKHORlNBAARAAARAAARAAARAAAYA3gEQAAEQAAEQAAEQAAEQyCECMAByqLPRVBAAARAAARAAARAAARCAAYB3AARAAARAAARAAARAAARyiAAMgBzqbDQVBEAABEAABEAABEAABGAA4B0AARAAARAAARAAARAAgRwiAAMghzobTQUBEAABEAABEAABEAABGAB4B0AABEAABEAABEAABEAghwjAAMihzkZTQQAEQAAEQAAEQAAEQAAGAN4BEAABEAABEAABEAABEMghAjAAcqiz0VQQAAEQAAEQAAEQAAEQgAGAdwAEQAAEQAAEQAAEQAAEcogADIAc6mw0FQRAAARAAARAAARAAARgAOAdAAEQAAEQAAEQAAEQAIEcIgADIIc6G00FARAAARAAARAAARAAARgAeAdAAARAAARAAARAAARAIIcIwADIoc5GU0EABEAABEAABEAABEAABgDeARAAARAAARAAARAAARDIIQIwAHKos9FUEAABEAABEAABEAABEIABgHcABEAABEAABEAABEAABHKIAAyAHOpsNBUEQAAEQAAEQAAEQAAE8oEABEAgcwj89ddfNG7cOJo0aRKtWrWK1q5dS+Xl5dShQwfq1q1b6OeAAw6gE044gfLy8jKncaipSmDMmDHU2NgYonH00UdT165dQ/f6Czdp9flwDQLZQED+FlZWVoaa0r17d9p5551D97gAARCwJ+BRONg/xhMQAIFUEwgEAvTKK6/QQw89RAsXLnRcnW233ZauuOIKGjhwIG222WaO8yFhagl07tzZoNSIknP88cdbVspNWksBiASBDCaw33770ezZs0MtePbZZ2nQoEGhe1yAAAjYE8ASIHs2eAICKSfw+eef01577UWXX365K+VfKr5s2TK67bbbaJtttqHBgweT3+9PeXtQARAAARAAARAAgdQTgAGQ+j5ADUDAksDdd99NJ510Es2fP9/yuRZZWFioXVp+ynKSRx99lI499liqqKiwTINIEAABEAABEACB3CEAAyB3+hotzRACPp+P+vfvT3fccUdYjT0ej6rIP/HEEzRv3jzasGGDul68traW5s6dSx9//DFdddVVVFpaGpb3+++/pwMPPNAwZR6WCBEgAAIgAAIgAAJZTwCbgLO+i9HATCNw00030euvvx5W7T59+tB9991H+++/f9gzUfj33HNP9eeUU04hmT2Q9bAjR46kurq6UPqlS5eSbCoVY2HrrbcOxeMCBEAABDKNwJVXXklr1qwJVVsGOBBAAAScEYAB4IwTUoFAUgh8+OGHJKP7+iAn+dx///1044036qMjXnfq1Eld/y9Gw8knn0yrV68OpV+/fr26MfiLL74IxeECBEAABDKNwH/+859MqzLqCwJpQwBLgNKmK1CRXCewcuVKGjBggAGDLPl57733XCn/egEyIjZ16lT697//rY+mL7/8kl544QVDHG5AAARAAARAAARygwAMgNzoZ7QyAwg89thjtHHjRkNNb7/9djrjjDMMcW5vtttuO3rzzTfJ6zX+usvJQCtWrHArDulBAARAAARAAAQynACWAGV4B6L62UFAFP/nnnvO0Jg99tiDhg8fboiL9UZmAq655hp68sknQyKqq6vpjTfeoCFDhoTi0uVi+fLl6j4FWd8r9ZTz7rfccks6+OCDqW3btnGtpjhTmzhxIq1bt051IrTPPvtQly5dHJURDAbVzdj//POPena/LK8qLi6mjh07qjKEe1lZmSNZmZYomX2UaDbSbzNmzFAN4oaGBtp+++1pxx13VD/j6UyvNe+aMEgGc/lbtGjRIhKng/L7J04G5fdhl112oR122KHVXZFo+W4rKIcu/Pnnn/T777+rSyWlrfK35qCDDqI2bdq4FecovezBWrx4sfq+5efnq+Xtu+++6pHNjgQgEQjEg4A4AkMAARBILYGHH35YHPIZfp5//vm4VooVaYUVaUMZe++9t6GMX375ReHNwYYfiXMb2DunwjMPBjnsvTiiGN6srDzwwAOK1MnMQrvnI08V3teg8P6FiLLMD9lwCNWFFfzQY95UrZSUlBjKKygoUPgUJuWPP/4IpTNf8GlLyqmnnqqwom/Iq9VT+2TlUWFFQuHlVkpTU5NZjOU9798wyGRHYJbpJNJNWlshLh7Eu4/4xKpQv2jvHRukjmv0/vvvh+Vn53dh+Y866ihDOjbc1DSs6CrnnHOOUlRUZGCu9Z/U6ZFHHlHkd8dpiPe7Fm/mVu2or69XeABC2XXXXS05aDzYMFL++9//KuxjxEqMbVyi5MvfAu29kU8e0LCtg/4BG3mK/O5Le1kBt2yz/K055phjlI8++kifNeq1/l3baaedQumlTD6UQWFPxZblCWM+4EF59dVXFe39DGXGBQgkgAAlQCZEggAIuCTAJ/MYvhR41E2RL/54h0svvdRQjnzp/Pbbb4Zi5EtL+8KXz+uvv97w3MkNn0BkkNG1a1eFHZHZZv3000+Vf/3rX4Y8+jpYXcuXP29utpWpf8BekUOyN998c/URn5QUirOSP2rUKL0I9ZpHiRX2Phoxn5UsieN9GAp7cg6TaY5wo9S7SWsux+19IvqIR8SVLbbYwsCTl6opP/30U9Tq8axLmAEkSiD7ugjLu/vuuxvKEAVLjId27doZ4u36TgxnPkY3TK5VRLzeNZGdCObmOvMeobA+sOOgxYvBxLOTZlGW94mUz6Pmhv6TvzvRghjvPLtjyKe1y+7zkEMOUXhGJJpo9bn+XePT2dS4OXPmKHxKm+MypTwZREEAgUQSgAGQSLqQDQIOCMjIsHxR6L98TjzxRAc53SeRLz99OXI9bNgwg6B77rnHkIanwyMq74bMLTeHHnqoQcYtt9xilUyN42VJiih95no5ue/WrZvCjtJsZWsPzEqZKCWRypTRP14SpGVXP7/55huFlx/FVE+tLWIIyWhopOBGqXeTNlKZ0Z4lso/Y23UY0912202REVO7EAgEFBlp1bjKp/SnnZKuV8okrcwgWY38yoyO9L1ernbNS7sU+f2JFuLxrkkZiWSutYGXviibbbaZZXu1dkf65H1EmijLz0TLd2MA8FIf5cwzz4y5rWIE8lJBy3bqI/XvmvxdFwbmmddITLVn3bt3x0yAHiyu404ABkDckUIgCLgjMGXKlLAvpREjRrgT4jC1zCqYjQ2Z5tYHGVk1K8d8apA+ScRrGSnTvsS0T7vlNOzvICyt5DnttNMUeTZ79mx1JEyWD8lSDLNhIWllGj/a8hq9UiZK81577WUoV5b96JcC8cZrQxtlpFpmZbT2aJ/sXVl59913FVkmxac4KatWrVKkP9966y11+YCWTv8pSy0iBTdKvZu0kcqM9CwZfSRLgfSM5PrWW2+1rRYfixuW/s4777RNr1fKRDbvywjl53XeykMPPaT8+uuvqsIlBpooenzEZCiNVjcxGmbOnGlbjjxo7bsmMpLBnJ0HKubZPjGA2A+J8uOPPyq8Rl2pqalR2HeIaljJ7KHZaOJTytR3X+psDomWL+W5MQCsZj+l/hdeeKG6/El+h/lQBOWzzz5T5F2ymiWQAQDeK2BuquFe/66JMcl7J0LvkZQnf1sefPBBRZb28QlviixZs1sW9NVXXxlk4wYE4kkABkA8aUIWCMRA4Jlnngl9QWiKhhuF222R5i9N+cIyh759+xrqdNFFF5mT2N7fddddhrwynW0VxCgQ5Utrs3zK8pwxY8ZYJVfjZBmRKCj6PHLNJyjZ5pEHeqVMn1faPn78eNWAkGUhsiZ86NChapxe4OWXX24oU77IRfGPFkS23rCQsmUpkIxg2wU3Sr2btHblRYpPVh+JYWpefy7KptX+E1mGJQabvh979eoVcZZKr5Tp88mSoUgK/Ysvvhg2I3D44YdHQtbqdy1ZzOXd1LOQmT5R+iOFyZMnh+2XOPvssy2zJFq+FGr+W2a3BEj6Ud9WuZZReZl9sgu8WdlyxkBmpyItz7R716SukZa2DRw4MKyO7MPFrnqIB4FWE4AB0GqEEAACrSNgXnIjX06yZjRRwazcy8i2OYhyq//ClJEvGdFzEswjZ3abmWUkTF+GncJnVaZsqtXnbd++vSKj9HbBygAQ40MU/mhB2i3LP/TlRRqdNsu79957DXlFjt2MiOR1o9S7SWuul5P7ZPaRKPtmxV42bOtnd6QvxIDS94UocjJrFSlYKWUy2s2n6kTKpj6TTZn68uT6nXfesc3XmndNhCaLOR8xbGjXo48+atsm/QPZqK/nIRytDNpEy5c6OTEAZCnZNttsY6izLHtyupHZasCBnTXqkRiurd41eUfNSwoNmfhGlijJbKyerczEyswiAggkggAMgERQhUwQcEHgf//7n+GPvnwByLR7okK/fv3CyjMr9/KlKV/s+i8j9iUQtUoywqXPI8uNZCTNHGSZkHmZUaQlHOb8ct+jRw9DWbJkwy5YKWX/93//Z5fcEM/emQ3liKHidPOxCLJaEvXdd98ZytDfuFHq3aTVl+HkOtl9JHWSk1n0749cS5wWBg0aFPb8k08+0R7bflopZU6X2cmsk9no6N27t21ZrXnXksn8iCOOMLB87bXXbNukfyBGk/zubrXVVorMhsiJWeXl5fok6nWi5UshTgwAWXJnfqeizRjqGyN/G6WtehliUOgNU316q3ct2rI/Lf/06dMN5UiZ3377rfYYnyAQVwIwAOKKE8JAwD0B+QLVf7nItZXS7F6ydQ6rES1RPMzh6quvNtTr+OOPNycJu5f1rPq22C0dEmVfn05G8O2+UMMKaYkQxU8vQ04msRqJlORmpUxG9J0etSfLIsT4EYXxkksuUW688Ua7KlnGy8ieHAeqr2u8jvZMpAGQ7D4SeNJ/spxHz0qWUP3999/qmml9vFxfe+21lszNkWalTIxbN79j5jX5MlNhl78171oymR933HEGzmLURDqpS8802kZ2SZto+VKGEwPglFNOMbRTlPdIG8xFrjmYTzWTd89uQ7D5XZPy7P4umcuRvxXmI2mdLDU0y8E9CDghYHQNym81AgiAQHIJ8B/9sALFmVSiAn8ZhYnmL52wuAEDBhjivv76axJHRnaBFXjiTW2Gx7zxznCv3fBaYu1S/eTRfGKlyhAX7YY3BBuSNDY2kjjkchLEyROv43eSlPikIbrggguIT0uiV155hXjDqKN8WiKeMSA+blK7VT+FVbqHVPQRjywTK9vEBmEIDyubdNlll5H5feTjWIk3U4bSubngPR1hfRIp//nnn294P+V3lte4R8oSeubmXUsmc94IH6qjXEyYMIF4RJ/4WGBDvNWNk79PiZZvVS9znPytEyd/+iAOEa3+3unTmK/l/ROHaPpglqt/pr/m2aMwL+z65/pr+VvBRr0+ijLhb4WhwrjJGAIwADKmq1DRbCXAGxHDmiaeSRMVzLJF6RLPl+bATmmInXKFonl0kHg0KnRvvuANdao3XC1eFGc+qlG7DX3Kl/K0adNC93LBG4UN905ueF0t8WirIal49HQS+PQTJ8lalUbqwvsfSJTHqqoqgywrI8yQIMU3qeyj7bbbjp5++mkDAV4ypXpp1SLFGzSvw3etyGn5eSOndunoUxQz8+8pnxrkKK/Tdy3ZzMUIMhvBfDwu8Xn16g/PFBIffUtiWMcSEi3fSZ14rw3xTI0hqXg0dhuk/8WQ0wfz3zD9M/21vM9ugtlzOAwAN/SQ1g2BfDeJkRYEQCD+BNgBVphQdgJD7CApLD4eEWYDQMqRLzirICP4N9xwQ+jR6NGjiT2Bhu71F+yFU39LvNcgTMGQBLwZjnhdrSGtKMqRjAtDYt0Nrz3W3RGJ0s0b6QxxVjd87J5VtOs4Uex5+ZRaLjv5IvlZsGCB+mlWPFwLT2GGVPcRH81IfByjquRbYeD9GyQjq7EGMU7dBjE2lyxZEsq2Zs2a0HWkC6fvWrKZS71uu+02Yu+0YdWXWQD5YQ/lxJvliR0VEi8BVH+csku0/LBKW0SY/z5IEqf1N4tjL8jEG9VD0ZFmQ0OJ+MKtAcBHh+qzyzJtwz1uQCBeBKy/9eMlHXJAAASiEuA1omFpZCmL21HKMCE2EaKk6oOVAaI95zX8dPPNN5O2TOnnn39WlV2zUiMGi8wAaEFGFnm9vHZr+DQbIPKQT7pQfwwJY7hJxgwAnxxEjz/+OLEzKZLrbAzp0Ed8PC7xefRhy7rOO+88uvjii1uF3a1SJoWZZ5ucGgBOZwBSwZy9YZMssZL3mffEWDIVY509Eqs/kuCAAw4gMdDkbwOfpmOZR4tMtHytHLtPMarMoTUGgF6W/M1zEtj5n5NkSAMCSSeAJUBJR44CQcBIwOoL6YcffjAmitOdKBnsOdcgLZIB0KVLF+KzqA3pZRbAHGT0Xj9VzSeAkIyYWYUNGzZYRcclTj9CG0mgeZ1tpLTaMzEu+MxzdeR51KhRjpR/WarC3kfJPKqnyUzXz3ToI1lnbl4OIbzmzp1LvImzVegivfN2gnnjsOGReVmX4aHuxum7lgrmYqizgz3V0OLjRx29pzIKzieXqcuEoq2DT7R8HWbLSzNT3lBu2F9imckmkn2UGJ7o/94ZHphu+AAAUwxuQSA9CGAGID36AbXIYQJ8kgWJQsLH64UosOfb0HU8L/iYzrAp5T59+kQsQjZf8lGYoTTs5ZaGDx8eupcL8/Ifu82/ktZq1PDUU091tSlT5FgFGZ1MRJC+kWUQ+j4ylyPKzg477EB8dr26d0I2Nh955JHqOnXZ1KpXGCRtOod06KMhQ4YQe10NwyRLU2655Rbis9jDnjmNEOVd9pC4CTJLpQ9WjPTP3V5byUvW74W8qx988IG6PO/9998ndkRIfPxk2N4VfZtkCYwstxMDgk9j0j8Ku060/LACWyLEANcHme1g78ZkjtensbtmL9+GRzI4ggACmUwABkAm9x7qnhUERBmUjaL602VkBoCPPlQVyng28uWXXzaIk5Hpc845xxBnvuHj/IjPwSbtC1DWvMtmQflSlyD3U6ZMCWWTUduzzjordG++kOUXUq5eIebjQ0nKSccgsyZSN7PyLyO7J554onpyimyWls2TdoqFecQ63df1prqP5MSpJ5980vZ1eOqpp1T20YxXOwHsBMq1AWA+Ycpq47xdeU7iU81c6ihGEftaUH9k078MGHz11VeqQTBr1qywwQNJc91116l/H2R2LFpItHxz+eZZG3kus4Tyu+o2mGcXzTMCbuUhPQikmgCWAKW6B1A+CDABWVOrD3IiCHvm1Ee1+lq+wD7++GODHNnYF22Jgkxhm9dc6zfsyoyAPohBwQ7A9FGGa5FnPlFj5syZhjTpdMMeTcOORpTZAFkSJEdWsgMy1RiyU/5lDbXe2JG2pbsBkMo+krXVl/D+ET0jOSVKMzg1fjLLZLXG28m7IwaA22DOE28DIJXMrVjIwQDsk0HdJCzLfmQAQGZdrPY0yGZhtyHR8qU+Vko6O1l0W1U1vTmf1YxNTIKRCQRSRAAGQIrAo1gQ0BOQZSN77LGHPopeeuklmjdvniGuNTdyrJ/5+EnZyOckmJf0jB07NpTN6dn/oQx8YT7BRUYX0zHIEYjsBMxQtQMPPFAdFY1mOGmZtJkT7V4+7TZc6tOk+jpVfSQGlX65jewFEP8L8vug30shaWS0OpZgVuaiyRAjzrzp96CDDoqWzfXzVDE3G6hWFZfTwmSpjxjr8jugDxJn/tuif55o+fqy9Ncy0m8ejJAZS7dBfl/ZIaAhm3lTuOEhbkAgAwjAAMiATkIVc4OAecRflo3IaLr5yMxYaLzwwgska3v1QU4ZMm/w1T/XX++6666Gs/pFgZIvfdlQrHccJArMYYcdps9qeW1WdL7//vuw87otM+oiZQ2yKOEi69hjjyU5d9zsSEmXPKZLmTUxb/aUzZJ2x6ZaFSJrqc0hEw2AZPTRq6++qq5F1/OSk2Tk7Hb2sKo6Y9M/k3XrksdtMM9aRcsvx9TqZyTEKZTs74h3SNbvhZxhf+WVV6p+OmR5n1mhj9QuWeLH3rANSWQpkN7QTbR8Q+ERbuT3tHv37oYUzz33XERjxZC45UYGAcyn/jj922klD3EgkBYE+I8aAgiAQJoQ4NFPg9t6/iOhsHKrsBIacw1ZSVJ4FNUgl0dSFVbgXclkJcggY+jQocqIESMMcXymuCOZrKgb8kk72UOno7xaIp7RMMjgvRQKH3GqPTZ88midIS3PWhie293wGmhDPqknH4lolzwsnkdFFVZAwmTw0qGwtFoEGzWG9OPGjdMehX26SRuWOUpEsvuI97worFwa2s7LfhRhqAU+jlZhD8CGNJJH8kYKbDwY8kg/8jGukbKEntXV1Sm83MeQn2fOQs/NF7G+ayInWcxZQTe0R3jwCLe5Kbb3vEnYkJ+dCSq8wTaUPtHytYL4AAVDPZ599lntUeiT95IY0khbeUYp9DzaBc9eKLy53yCDj25W2Ii3zGp+13jflWU6u0ietTCU9eKLL9olRTwItIqAjGoggAAIpAkBUfR5M6DhC0C+sOSLjs+cd1VLUZz4hA5FvpxFhv7n/vvvdyVLErNjK4Wn00NyeMmSstdee4XupRzeKOlY7gUXXBDKK3XjNdDKjBkzHOWfPXu2wg6KDPl5Q65t3liVMt4AbChD6nnPPffYlmN+cO+994blFxliTNkFN0q9m7R25UWKT1Yf8QiycuihhxpYidHKM0xh1ZO+LygoMKTlWSdFZNgFs1ImfSCGWaQ8miz5XZH0+h8+pUt7HPYZ67umCUoW827duhnadNlll2lViPrJx4Aa8oqCbA6Jli/lOTEA+NQfhTcDG+orf2Pl75mTwD4SDHnlPRg8eLBtVvO7BgPAFhUepJgADIAUdwCKBwEzARkFNI+EypdOUVGRIqPeq1evNmcx3IviL6ObvK8g7ItL5Bx11FGGUVVD5ig3vBnYUqbI7du3b5TcxscrVqxQeOOsQZ58Ub/99tvGhKY79rSr8HpkQz4pf/z48aaUm25bo5SZR//4+L+oho70wbBhwxSZlZC6mX/EMLMLbpR6N2ntyosUn6w+4mU+YYwefPBB26rdcccdYelFhl0wK2Vaf/AxlkpFRYVlNhnhtepD3qBsmV6LbM27JjKSxdw8gyZMeJOv1gzbTz4VSDXWNYbyKYauOSRavpTnxACQdA888EDY+8IHEUScBZXZJmmD+XdYjAcZGLAL5ncNBoAdKcSnmgAMgFT3AMoHAQsCvPk3bNpZ+8KVkXY+FUW57bbbFHZIpchyFpnSlpHKfv36KaKgamnNn6K8yJKGWMN3331nK/udd95xLVaUPHMd5f7cc89VeKOxwmvwVZmyvGDOnDkKb0IMW84k6SONyImA1ihlfOZ8WB3FKOCTkMKWAchoo3zh85pqQx6zEiEy7YIbpd5NWrvyosUnuo/Yu7TCa7UNvGTpT6TReVmWoZ99kndAZIgsq2BWyvTvHDusU2SZBfscUPtTFPAxY8YofEKWoU6SR3637AwGrdzWvGuajEQzl3J4zb4iS1n0LORa/rbIMjc+9Sg0UMCnLSmyrEeWPslMnT4Pn7RjOZqeaPnSBqcGgBhzfJSvod7SBpllkqWMfOyswmv81fbKe/Daa68phx9+eFh6aTt7p5aibYP5XYMBYIsKD1JMAAZAijsAxYOAHQFRNHijYdiXkP7L1+m1fNHFYy2pfJGKwmQuV0buedOyXVNs40WRO++888Lk6eXLLIFZgdY/5xOKwhRxc4GtUcr4JCBl//33t6yjcOXN1IoorOzMLUw5knrKvg7zUiBRLuyCG6XeTVq78qLFJ7KPeIO7whtfDWztlv6Y6ynLxcyGg8gSmeZgVsrYYZyhTO19Yk+xlvHyfOutt1Zk+VG00Jp3TZOdSOZaGfIp+4D0y/o0Dtqn7BUyL7XTnsmn/G5Onz5dL9JwnWj5Tg0AqZQo+FZKvb49kfpfOPDmcUP7rG7M7xoMACtKiEsHAjAA0qEXUAcQsCEg09Ds9ChMSdJ/aUW6lhGrk046yZHiYlOFsGj2AhymJF111VVh6dxEyGZiWeIUqS3mZ6IoylrkSCPFWh1aq5TJsqOdd97ZVf34dBV1lkDqIKOK+vqLQbPYZtOlG6XeTVqNRayfiegjPsbTwEUYRVr6Y667zILpuco1O5UzJ1OslDKZwYmk/OrliqLJjuDC5FpFtPZd08tMBHO9fLn+7LPPlK5du4Zx1Lff6ppPBlNkk3y0kEj5bgwAqacY82KQRxpQsGqr7HeS32Enwepdc5JPS4NNwBoJfCaaAAyARBOGfBCIAwEZeZfTYGQa28mXl6xTFeXBqdLipop8BGhYHSKNAjqVLUsORCFkb6ERlRFR/GUpkCzVcBrioZTJqKxsCDQr3WaFQUahJZ3+VBSpp3m5hd2JSWb5qToFyIptPPtIlpmY2TndmKvVTWadzAqXyDSf1GROo43Kygi13eyOyJETh/gISEUMcachHu+avqx4MtfL1V8Lx2eeeUYxb9w194/ci9LNRxYr8vvgNCRKvlsDQKvvr7/+qvBxvkqkEX/5Oyv7pWTU383spt27ppUd7RMGQDRCeB4vAh4RxL/UCCAAAhlCQPwCyPn0PIKs/rCCQHI2Nyv9xF/g6icrIcR7BTKkRcZqsrFD4nmU1/xTeXk58YY7Eq+rvO4+9MPT8cZMSbxjxV71AiwOhfhkJtUbLa8NJzlPnZcYqPyTWJ2UFJXufWSGIk72eAQ3FM0GAOmd28m7NmXKFGKDmVgpJJ7tIfF9wfsMQnlSfZEM5rx5ncTHh/xNkR+5lvddnIDJ76B4Y5a/M7GGRMt3Wy9W7FXfIfK7LH5FxPEfG+pqG+WdaU1b3dYF6UEg2QRgACSbOMoDARAAARBIKoFoBkBSK4PCQAAEQCANCGTmEGEagEMVQAAEQAAEQAAEQAAEQCATCcAAyMReQ51BAARAAARAAARAAARAIEYCMABiBIdsIAACIAACIAACIAACIJCJBGAAZGKvoc4gAAIgAAIgAAIgAAIgECMBGAAxgkM2EAABEAABEAABEAABEMhEAjAAMrHXUGcQAAEQAAEQAAEQAAEQiJEADIAYwSEbCIAACIAACIAACIAACGQigfxMrDTqDAIgAAIgAAJOCQwYMEB19KSlTycHX1qd8AkCIAACySQAR2DJpI2yQAAEQAAEQAAEQAAEQCDFBLAEKMUdgOJBAARAAARAAARAAARAIJkEYAAkkzbKAgEQAAEQAAEQAAEQAIEUE4ABkOIOQPEgAAIgAAIgAAIgAAIgkEwCMACSSRtlgQAIgAAIgAAIgAAIgECKCcAASHEHoHgQAAEQAAEQAAEQAAEQSCYBGADJpI2yQAAEQAAEQAAEQAAEQCDFBGAApLgDUDwIgAAIgAAIgAAIgAAIJJMADIBk0kZZIAACIAACIAACIAACIJBiAjAAUtwBKB4EQAAEQAAEQAAEQAAEkkkABkAyaaMsEAABEAABEAABEAABEEgxARgAKe4AFA8CIAACIAACIAACIAACySQAAyCZtFEWCIAACIAACIAACIAACKSYAAyAFHcAigcBEAABEAABEAABEACBZBKAAZBM2igLBEAABEAABEAABEAABFJMAAZAijsAxYMACIAACIAACIAACIBAMgnAAEgmbZQFAiAAAiAAAiAAAiAAAikmAAMgxR2A4kEABEAABEAABEAABEAgmQRgACSTNsoCARAAARAAARAAARAAgRQTgAGQ4g5A8SAAAiAAAiAAAiAAAiCQTAIwAJJJG2WBAAiAAAiAAAiAAAiAQIoJwABIcQegeBAAARAAARAAARAAARBIJgEYAMmkjbJAAARAAARAAARAAARAIMUEYACkuANQPAiAAAiAAAiAAAiAAAgkkwAMgGTSRlkgAAIgAAIgAAIgAAIgkGICMABS3AEoHgRAAARAAARAAARAAASSSQAGQDJpoywQAAEQAAEQAAEQAAEQSDEBGAAp7gAUDwIgAAIgAAIgAAIgAALJJAADIJm0URYIgAAIgAAIgAAIgAAIpJgADIAUdwCKBwEQAAEQAAEQAAEQAIFkEoABkEzaKAsEQAAEQAAEQAAEQAAEUkwABkCKOwDFgwAIgAAIgAAIgAAIgEAyCcAASCZtlAUCIAACIAACIAACIAACKSYAAyDFHYDiQQAEQAAEQAAEQAAEQCCZBGAAJJM2ygIBEAABEAABEAABEACBFBOAAZDiDkDxIAACIAACIAACIAACIJBMAjAAkkkbZYEACIAACIAACIAACIBAignAAEhxB6B4EAABEAABEAABEAABEEgmARgAyaSNskAABEAABEAABEAABEAgxQRgAKS4A1A8CIAACIAACIAACIAACCSTAAyAZNJGWSAAAiAAAiAAAiAAAiCQYgIwAFLcASgeBEAABEAABEAABEAABJJJAAZAMmmjLBAAARAAARAAARAAARBIMQEYACnuABQPAiAAAiAAAiAAAiAAAskkAAMgmbRRFgiAAAiAAAiAAAiAAAikmAAMgBR3AIoHARAAARAAARAAARAAgWQSgAGQTNooCwRAAARAAARAAARAAARSTAAGQIo7AMWDAAiAAAiAAAiAAAiAQDIJwABIJm2UBQIgAAIgAAIgAAIgAAIpJgADIMUdgOJBAARAAARAAARAAARAIJkEYAAkkzbKAgEQAAEQAAEQAAEQAIEUE4ABkOIOQPEgAAIgAAIgAAIgAAIgkEwCMACSSRtlgQAIgAAIgAAIgAAIgECKCcAASHEHoHgQAAEQAAEQAAEQAAEQSCYBGADJpI2yQAAEQAAEQAAEQAAEQCDFBGAApLgDUDwIgAAIgAAIgAAIgAAIJJMADIBk0kZZIAACIAACIAACIAACIJBiAvkpLh/Fg0BWEvjwww9p8uTJWdk2NAoEQAAEQCA9CXi9XjrnnHOoe/fu6VlB1CptCHgUDmlTG1QEBLKEQIcOHWjjxo1Z0ho0AwRAAARAIFMIHH300TRhwoRMqS7qmSICmAFIEXgUm90EfD6f2sAHHniACgsLs7uxaB0IgAAIgEDKCSxatIhGjRpF2vdPyiuECqQ1ARgAad09qFymE7jmmmuotLQ005uB+oMACIAACKQ5AVl2KgYAAgg4IYBNwE4oIQ0IgAAIgAAIgAAIgAAIZAkBGABZ0pFoBgiAAAiAAAiAAAiAAAg4IQADwAklpAEBEAABEMhaAn7FT2sDa7KmfatpBSn8DwEEQAAE7AjAALAjg3gQAAEQAIGsJzC+4Qs6quJQOqh8Lxq88Vpak8GGwBL6k/5DZ9DhtAOdRj1oBv2Y9f2HBoIACMRGAAZAbNyQCwRAAARAIIMJ/OH7nS6oPJMu39CflgWWqC15v/4dOrKiOz1d8zg1Ko0Z07pq2kj30S10HO1L39Lnar1/o9l0Hh1N19IFPB+wNGPagoqCAAgkhwAMgORwRikgAAIgAAJpQGB9sJJu33gzHb/uaPqxKdxZX51SRw/W3Eu9Kw6jLxo+S4Ma21chSEF6h15kNX93eokeJz//M4dx9AH1ob3pMRpOdVRrfox7EACBHCUAAyBHOx7NBgEQAIFcI/BG3SvUs/xgGl3/KqvOwYjN/yewjK7YMIDOrTyNlvoXR0ybiodz6Rc6hQ6moXQ1raeKiFVopAZ6mu6lY2lPGk8fRUyLhyAAArlBAAZAbvQzWgkCIAACOU1gVWAlDa26haqVKlccpjb9RA/X3O8qTzIS30XX0R8011VRa2glXU8XY4OwK2pIDALZSQAGQHb2K1oFAiAAAiCgI9CgNOju3F22Jq+7kpynbqB654l1KZuoKershy45LkEABLKUAAyALO1YNAsEQAAEQAAEQAAEQAAErAjAALCigjgQAAEQAAEQAAEQAAEQyFICMACytGPRLBAAARAAARAAARAAARCwIgADwIoK4kAABEAABEAABEAABEAgSwnAAMjSjkWzQAAEQCBTCCiKQvWB2Da1Zkobo9WzNlgTLQmegwAIgEDcCMAAiBtKCAIBEAABEHBL4Jv139MRs0+gPaZ3pweXPUF1gTq3Ihyl9zhKlfxEv/pm0enruP1rd6QhG/9HFYHyhFfiTf9LFFACCS8HBYAACKQvARgA6ds3qBkIgAAIZC2BP+sW0QW/D6T+f1xBixoWU6PSRE+seIYOn9WX3i//mGRWIJ6ha96/aK/8fVyLzKM8Oraor+t80TKsCayh/234L52yri/N9M1Qz+Z/u340HVHRnZ6rfZqamEek0JdOi/TY9pkS8NKdvpvoxMbD6cfA97bp8AAEQCC7CcAAyO7+RetAAARAIK0IbPBvpGGLR1LvX0+hiRt/CKvbGl85XffXLXTyvHPpl+rZYc9jjSj0FNLHnb+ke9o9QB09nRyJ6Vl4JH3Z5Xs6p/QCR+mdJBKfAqNqHqcjWdH/oOHdsCw1Sg3dWz2cjqnoSV83fBn2XIu4lobRu/Q97UUHaFERPxV2fBxsKuCfQjXdAuV3uqjpVPpP4/m0NPh3xLx4CAIgkH0EYABkX5+iRSAAAiCQlgTeWP0OHTarD728+g0K8L9IYVbNHDpl3nl0zZ83UaVvfaSkjp/lefLo4tJLaeJm02hA6X8on/9Zhe3zdqCXOoym0Z3eo3/n72KVJKa4bxrGU++Kw+ihmnupTom81GlpYDEN3NCPLqw8i5b6F1uWdwAdQh/Sj/QgvUib0ZbNabSJk5ZPmUgJ+vIp2FhESiAvTM7XwXF0TOPBdL/vjqizDmGZEQECIJCxBGAAZGzXoeIgAAIgkDkE5tcuoCGL7yKZAXATxlZ8qi4NcpMnWtr23vZ0Z7t7aHyXSXRUYe9Q8raeMhpaNpy+7jKZjinuE4qPx0WDUk//2dCflgf+cSXuh6ZJNLRqiG0eD3noDLqYvqHf6Eq6JWTUiP4f9Hsp2MCKv18MHftdEH7y0XP+J+ijQPiMhG3BeAACIJDRBKyHPzK6Sag8CIAACIBAuhGoDUYe8Y5U39oEbQzeMX8nerXT2zSp8TuazZtxLyztR529XSJVJeZnssch2qyHnfA6pdbuUSi+DbWlwTSCigJt6VHlrubRfsXdGF8dRS8nVCAuQAAEMpoADICM7j5UHgRAAARAoLUEehUdRfKTDaEjdeER/4JsaAraAAIgkEAC7oYHElgRiAYBEAABEAABEAABEAABEEg8ARgAiWeMEkAABEAABEAABEAABEAgbQjAAEibrkBFQAAEQAAEQAAEQAAEQCDxBGAAJJ4xSgABEAABEEgigaAceu8yxJLHZRFIDgIgAAJpQwAGQNp0BSoCAiAAAtlJoDHQRO+v+DzhjVvuW05XLr+Kdl7wb7p11W1U6a+MWua8hnl09tKzabcFu9Oj5Y9RfbAhap7kJ7A/wjP5dUGJIAAC2UAABkA29CLaAAIgAAJpSuDz1ROo1+Qz6bUlH5ASbFFkNWdVDursJS8d3r5HxJR1fMToQ2sfoiMWHUmfVX+mOrQavWE0Hb6oJ72w7gXyKb6w/OX+crpp5U10wuITaWrdNNUx12MVj7GMI+jjjZ+EpW9tRDtPO9o7f9+YxPQsOsJxvv28B1Eb/uc2lFAp7e892G02pAcBEMhQAjAAMrTjUG0QAAEQSGcCv1ctpDOn/YcGzrqJltWvIFI8pFQVk9KQTyH9P3Rh3ZLD2nWn8XuPpdO6nGSZQGE3tx9s/IB6LepFT657KsyTbXWwmkasvZt6/30MTaieoMpo4vP4/2/dM5znCHpn47tcF2MlVvlX0TUrr6HTlpxOv9b/alluLJEej4fGdh5Hd5WNpHae9o5E7Jq/O73d8UO6vu2NjtJLot29e9F3xbPozLwLHOc5Le8c+rb4F9rbu7/jPEgIAiCQ2QQ8/AfU+Ncvs9uD2oNAWhBo06YN1dWxW53aWiotLU2LOqESIJAMAht91TRywZM0+p8Pw5TrUPneIHmKfeQpDISi9BfbFW1Dd3S7hY7rdIw+2nA9p34O3b56KM1umG2Ij3SzZ9GeVBmopJX+lZGSGZ6d3f5sGrr57dQpv5MhvjU3G4Lr6ZGaB+jNutcsnYN18nSmG8uG0HklF1GeJy/mouYEZ9II3xD6JTjNUsa+ngPojsIHaT/vgZbPEZlZBCZPnky9evWinj170qRJkzKr8qht0glgBiDpyFEgCIAACGQvgfsXPk1v/MPLfUwj64YWB72k1BVRsLqInVZtWt9e4i2h27e9kb7f9/OIyr/Iuviffq6Uf8kzr3GeK+Vf8ozZOIbuXnuPXMYtdPB2pLvb3U9fdv6ODi88IiQ3n/LpstJBNHGzaeyVuH+rlH8RKiP67xeNpycLXqKtPFuHytmCtqJHC56nD4smQPkPUcEFCOQWAXgCzq3+RmtBAARAIKEEqv01zuUH8kip4WVBPBPg4VmBl/fmpTmdI6/314RXBaq0y4R/VieorH8X7EpvdhpD3zSMpx+bJtHFpZfSDvk7xr09J+efRcfmnUiv+Z+nIM859M8fRKUe9/sE4l4xCAQBEEgZARgAKUOPgkEABEAABIh4BqCpeV9Ax/wOjoF4JF+WhGOK+5D8JDIUe0poUMF1iSwCskEABDKIAJYAZVBnoaogAAIgAAIgAAIgAAIg0FoCMABaSxD5QQAEQAAEQAAEQAAEQCCDCMAAyKDOQlVBAARAAARAAARAAARAoLUEYAC0liDygwAIgAAIgAAIgAAIgEAGEYABkEGdhaqCAAiAQLIIVDXV0F2zR9FuY0+kW355hCobNya86C8rv6GgEnRUTsRjRh1JiH8iOZlo+JoRtPfCfWjY6mG0PrAh/oXEKHFy4/d0fMXR1KfiCPqusdkpWoyikA0EQCALCMAAyIJORBNAAARAIF4ERAF/fdHH1GPcufTMgneosmkjvfrXWOrx+bn0wsIx5A/6IxZ1QIe9Ij4Pf9jii9Kj0GMrR9Hxc86kaVUzwpOZYg4sPcAU4+LWpfvL/aOUFVACNHr9aDp8UU96sfJFVvzX06vrX6Oef/WklytfIb8SmZmLmrtOutj/Nw1YfxFdtP4c+t0/jxb459Ml68+n/pXn0V/+P13LQwYQAIHsIABPwNnRj2hFmhGAJ+A06xBUxxGBH9fOpKGznqTfN/xlm36nsm3p7v2upaO3sj+v/6d1v9Ad8x+i36oX2srZ9IC18UJ/s2dg3ZDUSZ2Po2Hb3UT/KtrkwGpTHiKf4qPXKl+jRyseo+pgtf6R8VqUfT4xVCYWlPoC8uRxRBGXJ6eItjwzZth0t3PhznTnFnfQEW2P2BRpuvqp9ie6c81d9EfjH6Ynm25Fzh0s58gIcjaljs+VMHmy5hF6ue4F8pPPUqg4HutXOoCub3sTtfe2t0yDyMwhAE/AmdNX6VBTGADp0AuoQ9YRgAGQdV2a1Q1aXrua7pj9FH2+fKLjdvZmA2DkftfT9mX/sswjMwlvLf+IxDPwuqb1lmkonx2AlTQ1K+UWKQo9hXRl18vo2n9dQcXeIosURJX+Snq4/BF6c8Ob7ORKt3xIU/zls5H9DDQU8EWL7wB2OuYp9pGHHZBZBVGGB282mC7ueBHle6zd5fzT9A+NWDuCvqz+ykqEZVzvtr3pri3upG6F3Syfxyvyrbo36OHq+2idUuFIZEdPJxpcdgtdVHIJG0YtjBzlRKJ0IgADIJ16I/3rohtvSf/KooaZQ+Cnn36ivLw86tKli+NKBwIBeumll+iYY46h7bbbjjp27Eh9+/alESNG0IwZ0ZcEOC4ICUEABAwE+v9wqyvlXzJPWDWVzp34P4Mc/Y3X46WLtjmDpvT6mK7c/mJWpPM2PRYFvE0Deds22ir/krhJaaInVjxDj/4zalNe01Wn/E5071Yj6cvtv6RDSw/d9JT1WKWJPQ1Xs6fhhkKO1ym2QS8pdUUUrCkiJbAp3kteurTjJTR5p8l0aadLbJV/KWTA8stcKf+SZ0LNBLp4WT+5TFj4ouEzurVqsGPlXyqyXqmkoVW30CcNYxNWLwgGARBILwIwANKrP7KiNuvXr6dLL72UgkHdaFyUlq1YsYL23XdfGjhwIE2YMIGWLVtGGzZsoPHjx9Odd95JhxxyCI0ePTqKFDwGARCIhcC6xtg2qzrJV1bQlu7Y9QZ6ev+7m5f6yIh/WQN5Cpz/faj028wg6Bq7W/Gu9O5271Dvwr6q4h+sZuWelXxiZd82+JsNhGBdASmNeXRflwdoxJYjqGNedI/Ess4/llAZqIwlm+M8lcF1jtOaE7Ymr1kW7kEABNKbgPXcZnrXGbVLYwJVVVXqqP3ChU7W/jY3RPKccMIJNG/ePDVCDIGTTz6Ztt56a5o0aRKNHTuW6uvrqV+/frRx40a6+uqr05gAqgYCIGBFoGvJFuQtbbJ6FNe47fK2b1b8HUvlGYAmNgA4/b8KrJczORaFhCAAAiCQIQQiDI1kSAtQzbQhMGXKFOrRowdNnz7dVZ1kic+cOXPUPOeccw5NmzZNXfYzaNAgevPNN9VZgPbt25OiKHT99dfTypUrXclHYhAAARAAARAAARAAgU0EYABsYoGrGAnU1taqivnhhx9O8+fPdyWlsrKSnnvuOTXPtttuS2+88QYVFsp63U1B5GrLf/x+Pz3//PObHuIKBEAABEAABEAABEDAFQEYAK5wIbGZgIzW77XXXvTEE0+oa/69Xi/ddttttOWWW5qTWt6PGTOGampq1GdXXHFFmPKvZTrppJNol112UW/FAPD5rI+109LjEwRAAARAAARAAARAwJoADABrLoh1SOCzzz6jxYsXq6m7du1K33zzDY0cOZLy85u3l0Q7Uk6WDWmhT58+2qXlp5wOJGHVqlX03XffWaZBJAiAAAiAAAiAAAiAQGQCMAAi88FTBwQ6d+6sKv2y/Oeoo45ykGNTkqlTp6o3MnOw9957b3pgcbXPPvuEYrUNw6EIXIAACCSdQH2ggeZutHeAFa8K/bJ+Dm3wVUUVVxOooZ+rfomazi7BxA0/qnuN7J5r8QsaF6jefrV7N5+1Si395pvrJovjtOIcbXLjRMfpzQl/qP1BPXrVHG++X62spMFNg+jYhoPpQ/87jpiZZeAeBEAgtQRgAKSWf8aXLpt2lyxZoi77adeunev2/PVXs8dROfGnoEAc9dgH2SOghT/+SLzSoZWFTxDIdgJ7dNgppiYGvD7q+9OFNHjuCCpvjHz85Dbs0bdtXpuYyvlj42I6ZOKp9MrS9yighDvvEqdjb695nw6b1Zfm1P4WUxmS6dlVL9OJc8+mGdWzLGWs5+NIh64eSn3+7utIUbYSEsjz0YnrjqEhG/9HFYFyqyQxxX3TMJ6OrehJXzR+5i6/HH/Egc9YoPEbv6GjF/W29W/QoNTTk74H6KiG/enDwDv0l7KABvsG0emNvWlW0N3hD82l4n8QAIFUEYAn4FSRz/Jyt9lmG1q+fLnqCKy83PpLTjYPt23bViVx4IEHRj09aObMmXTAAQeo6c8880x6//3340qxsbGRqqur4yJT2t/Q0EDSxtLS0rjIhBAQSBSBpoCPXvzzfXr091ep2lcboRjRFsVxlkKeIt6HU+hnz7HNyUW5v2GngTSw2wVU6LU25lc2rqaRyx6mjyqcKanipEup50MB+Lx+LezSdkcasduN1KtLdzVqWtUMumPxSJpX5+4AAk2e3edpXU6i27e9kboWbUl+xU+vr3+dHil/lKqC0WcijDJ1zIr9RMXs/Vhj5mlL17YdTJeWXk7i9TiWsNC/gEZUDaPJTd/Hkl3No/iEM/dZYNOY4GGlh9Gd7LVY/CtI+NT/Ad3vv4NWKsvVe6v/Ts07h4YUDKctPV2tHiMuwQTgCTjBgLNMPAyALOvQdGmOEwNAjvOUkX8JPXv2VM/8j1R/WWK0++67q0mOP/54GjduXKTkrp6J07Edd9yR5FSieAYxKDQjJ55yIQsEEkGgomE93T/3BRr996es4rcMDRsK4rgCVmBZ+fd4rZ4TdSvdhu5ix199tzjSkFN/IyPsdy65l2bXmJbCtOjKPKDPjrlYIW2UvUQt2rJeAF/32uxgKixV6NuNE01P4ndb7C2mEzbvTXODM2lR06IYBXOjCtnzcYkwsxbRjX0XDCu7m44pjrwPSp97Y3ADPVrzIL1R9woF+F8sQSZTVMXft8nA0ssRz8jHdz6W1rT7m2YrzryxF1MJXZl/Aw3Kv46KPMV6cbhOMAEYAAkGnGXi5a8rAgikhIB+tL24OPoXRVERe/VsCXV1ddplXD7l6FExAGQvQjxCRUWFKkZmAWAAxIMoZCSDQJfijvTwQTfTpTudTkNnPUk/leuWwuSx4l/MSmxeZA++S+r+oUtm/o/eP/g5OqzzQZbVPrBsP/psz/fo/fKP6b5lj9AaX/MsoWpSsNKvNLDyr1gr/prAyQ0TyeOzNkK0NK39bPDU0kcNY2IXw6w8pcwsP3I9lwQW02UbLqJ3O31EPQoPdVTefzdcQRObvnWU1pxIlvsoDfz13yCKvz3noNdPX7Z9jzyRq28Q30D19Jj/XqpU1tFdhQ8anuEGBEAgfQjAAEifvsi5mujX/Mv5/tGCPo0TgyGaPP1zWabz888/66NadR3t9KNWCUdmEEgwgT067kxjj36KrppxB32wdDx5eNSf8jctXXFS/KqGtRGTye/I2ZufRid27kOHTDuBytkIUBX/oEMj3GYGImKhbh/GUoaw4uApZF488u8mrAmsdpx8TdB5Wk2o0sBsmbtSz1/9UQwsNQ+3X1uupMlw+ikbhRFAAATSlwAMgPTtm6yvmX5kXEbKowV9GvEMjAACIJBYArt13J685U0JLaQ0r5Q2V7aitXVu19YntFqxC89TyFsSfUAj9gJiz6ku94kw4h+7ZOQEARDINAIOh1oyrVmobyYQKCsrC1Wzqir6l78+TSwnDoU2E1KoAABAAElEQVQKwwUIgAAIgAAIgAAI5DABGAA53PmpbnpJSQmJ8zAJ//zzT9Tq6NM49TQcVSgSgAAIgAAIgAAIgECOEYABkGMdnm7N1U71kdF9u+NCtTr/+eef2iUddJD15sJQAlyAAAiAAAiAAAiAAAhYEoABYIkFkcki0L1781neUt6kSZMiFitHnGlBn0+LwycIgAAIgAAIgAAIgEB0AjAAojNCigQSOOuss0LS33jjjdC1+WLZsmU0cWLzed/iNGyLLbYwJ8E9CIBAHAn4g36aseHXmCX+vH42e5eNfn7k2qZyWtG4KuZysinj9DpnZ+2vCayhVYH0PmVnofI7VSvR93ZlU/+hLSCQSQRgAGRSb2VhXffdd9+Qd99PPvmERo8eHdbK+vp6GjhwIPl87HmUwy233BKWBhEgAALxI/B9+RTq/eO5NH5t5Fm5SCW+8c8HdNLUS2jmBpOzr5ZMjcEmenrFC3T4rL60PhiDA75g8/n1DmyMSNWM/Iw947qWz96LXYUWG0nKeW3d63TqktNodr214dWoNNLTNY/TkRXdaaOywVUxamK3x5rykazilC2WsFhZREc17Efv+F+jYKxCYikYeUAABBwRgAHgCBMSJZLAqFGj+KxpPpuavwH79+9PI0eOpMWLF6sK/w8//EDHHXccff3112oVevToQWeccUYiqwPZIJCzBP6uXUb9frmezp9xNS2sWdxqDqL8nzilP/3312G0WucX4It1X9ORs0+ge9kJWG2wjp1lNbGTMTluVJsx0D7tq6DUFLO3YN1J1tGz2AsLe9IiTM7KZy+5bowAcbAVKC8lpcnh1ysXofj57191IREbHDPrZ9LJS06m61feQKt9m876/6LhM+pdcRg9WHMv1SnuHSGKV99zNz+Tzu9wHuXxPyehWCmhAfU3UB/vSU6Sh6VZRxV0q+9aOrnxCJoW+DHsOSJAAARSR8DDSldc/2ymrikoOZ0IbLPNNrR8+XLq0qVL1M29Uu/33nuPBgwYQLW1taFmiKMwbdRfInfaaSeaMmWKKjOUKE0vNEdgsrFZGCCAQDoTqPJV02N/vUAvLn2b/EqzI6t417ckr5jO2/YkWuCfT1Orp1uKl4FipYEV4SZRUB2OpHvZ224JGxAFMQ5VW9eEqMjf7Pk4WjXkG1SUeP5UHZmpRolkYida7RrJ26GevScr6nOzUy21vfXs9Vg1FsILKvWU0jmdz6Q/vHPpZ99Uy5o6iTyssCfdWXYP7VKwm5r8z8Y/afia4TSx1n6G5/R2p9Otm99KWxVsqeYRBX6Ebwj9rsxxUqRlmhPyTqNb80fQv7zbWT5HZOsIyD65Xr16Uc+ePaPuqWtdScidDQRgAGRDL6ZhG9waANKEefPm0aWXXkqzZs2iQGCTElJYWEhXXXUVDR06lDp37pyGrQ2vEgyAcCaISV8Cp08dSFPXz0xsBT2sqLdrcORZVvHz0hNRjAPORqrViounYjEEWNluVchnxb/E51iOOoTGBotquFh512UDxduRjYCyxlDb1TwNkkdmMMIV/1D9xbhpx22KkCSU1uJi27xuNKxsOPUpPt7iKdGE6gk0fO0IWty0OPR83+J9afgWd9H+pfuH4rQLWcrzXuANetg3gmR0P5bQjtrTz8ULqchTHEt25IlAAAZABDh4FEZAN38a9gwRIBAzAf2Z/U6F7LnnnjR9+nSqq6uj2bNnk2z83WGHHWiXXXYheP51ShHpQMA9gaX1y91ncpuD1587VWQ9+az4ssIcrGUjwMc/ToKfFepqVirbsKLtdjaggD33svLuKWLF32FeRWYpWDFXDRVeK28b+FlwXRui6iLK26xGJgaaZwpa9jDY5pMHLNYpM7OcffP3pzGdP6FCD8+o2ITeZb2pV9te9Grlq/RV9Vd0fsfz6Yx2Z3CZ1haH1+Ol8/L704l5p9NxDYfQSnL/3lTRRqrif5sRDACbbkE0CCSFAAyApGBGIW4IlJaW0qGHHqr+uMmHtCAAAtlFQAwBpXnvv8OGseLK6+jJoRKvCfUU8qi/yzyq4q9EUPw14dqn7CWotVfGtWSGz1ZMZuxesGdE5V8rp8BTQJd3vlz90eKifZZ52tF23h1oZdC9ARBNNp6DAAgkh4CLv17JqRBKAQEQAAEQAAEQAAEQAAEQSBwBGACJYwvJIAACIAACIAACIAACIJB2BGAApF2XoEIgAAIgAAIgAAIgAAIgkDgCMAASxxaSQQAEQAAEQAAEQAAEQCDtCMAASLsuQYVAAASykcAXS36is8fdRs/M+ZB8QT51JgGhzt9AD//2Cp0/8Ub6ca2zYz0rGtbTxiY+nQYh/QhYH8bjqJ7ib8GvJOg9U2rpH2WJo3ogEQiAQHoSwClA6dkvqBUIgECWEJhfuYSGTnmOJq2Ypbbo++Uz6bX5n9OIQ/5DfbbtHrdWfrB0PN396zO0qr5clfnt6ql0wtZH0F37Xk3bte0aVo4YIS8sHEOP/v4q1Rbw+fzybSCnzjhROvXp9Ndhpegi+JhNOf9ePWHSaR4+OtRtUOQ4T7eZnBzJaZYpdVPdlThsDDdeHH/xSZrOgzhGY/E2p3JGlPOLbzr1qehFd7S7m44s6h0xrdOH4jd0bOBdesB3J62l1U6zGdK1pTJqx/8QQAAEUkvAzZ+i1NYUpYMACIBABhGobKiim38YRUd+cFVI+deqv2jjCrrwyzvpnHG308L1y7TomD5nrZtPJ34ziK6aOiKk/GuCxq2YSId/cSGNnPMc1frqtGgav/JH6vnFRTT816ep2ldLSl0RKU35qv6vJrLTu1vi5UNh77WKj79CnGrbfB6+UlNM4uQrah6t/DzWgNkxV7NlEqp+5Auuk+J3WqlmUUp9IQXZ8Zgo22rQPlturT487G+ACt2cUcoGUKOuDCuhprgipYTOzbuY5Ez/WMKiwF/Uf/35dEnl+bTI/1csIkJ5ZgWn0+mNvWmwb1DMyn9v73H0adFEOAELUcUFCKSOADwBp449Ss5iApojnfLycurSpUsWtxRNMxPwBwP00m+f0EO/vOloaU0eDwlfuvtJdMuBF1OHojKzONv7NfUVdPecZ2nMki9t0+gfbFbciQbufCb9tHY2TVwzXf9o07V4ni1mz7N8/r5dUL30NvB59przqzz2wCt53HjgZcdbqrdd8wi/KN6su6uKuBgkDewEzMq7rqFyLZnYfPEUs0JexLLd6f+bpIm3YvYCTAXcJpGhid6UIuxKCbBizwYEsSMy2yCMxEtxvgPLokXIyWUn0+1b3EZbF2ytxnxU/wHdVz2CVgdX2RYT6UE+5VO/0gF0fdubqL23faSkhmerlZV0P4/4fxx4zxDv5mZnz640rOA+6pl3tJtsSOuSADwBuwSW48lhAOT4C4DmJ4YADIDEcM0EqVd99xCN+XOC66puV7YlTT/vFVY8o2uvMpq//2dn0YamKtflOMrAo+6qV1ydUq/wMhlVIfdbrRxlxVaU5iJWcnmA31ngPKKss9Kub7LMKqgKtWZgRBXGcgpbjBDHZUcRqirsXK8IhpBZgiKOvngWIWQYSQLVoGI5XD+nYa/iveiuLe6kg0sPDstSr9TRszWj6Jnap6iR/8USts/bgb7fbKqjrFXKRurZsBf77d3oKL05UQfqSDcU3EYX5l1GeZ4IBpI5I+5jIgADICZsOZvJ6i95zsJAw0EABECgtQQWrl8ak4il1aupMeCj4vzo3mLLG9cnTvmX2rOSr/CItqJ6yPXzUh/+quARefu1O2y0cBpRgqkN7yfQGQ72MDiPLIlp4jwy6s6zAc0GhkNFMb9ZqVYNCBeKun19dE8C3PYaNkR4ZsNb7Ex597ABRFKnRubArMS7sNvZiAs7XEj3bXmvrRFY4imlG8pupnNLL6S+FUeSKOhuw+LA3xRQAo4U8nJlbczK/7a0PX1S/B2193R0W0WkBwEQSAIBGABJgIwiQAAEQCDzCLCC3iQKOo9qOw6cJ8DD8DyC7jgorGjzHgS3Qdbg62cO3OaPnl7aIsaI87ao9SmWWY3YTt/pUdrDVvnX17dr3tYkP1V+9waAXk4ir3fz7gnlP5GAIRsEWkkgXhOmrawGsoMACIAACIAACIAACIAACCSDAAyAZFBGGSAAAiAAAiAAAiAAAiCQJgRgAKRJR6AaIAACIAACIAACIAACIJAMAjAAkkEZZYAACIAACIAACIAACIBAmhCAAZAmHYFqgAAIZD6BBn8TrandEHND1taud5R3RU2zt19HiZEoYwj83bTIUV3rgw1U4a9wlNYqUXlgrVV0WNyK4LKwOKcR/yhL1NOGnKQfH/icrmrsR18FPnWSHGlAAATiQAAGQBwgQgQIgAAIfLzgJ+r+0rW0qqpFiXfq86klnTi/OvSVG+jxqWOp0c/HYlqEmqY6uvvnl+nsz25z5bXWQlTioqI67opT0ckoh30fJDM8VvE4Xb3ialrpW2lb7McbP6EjFh1B5b4WA8Dpe6aT2HvdYao/gSalSRe76bJaqaL7fMNogO+cTZEur35X5tIJjYfRD4HvbHMuCP5OFzWeSoOaLqAvgh/TFU0X0fmNJ9H84DzbPHgAAiAQHwJwBBYfjpACAgYCmjMneAI2YMnKmzlr/qZbJ7xCU1fMb26fhz3SFrGTJjlDX/RHUdCi6JGqE6kGPgqzxfnVtu03pxFH9qOT/91DlamwdfD2wq9p5M+v0Nr6FgND9cDLR2HG+wz85la04n9uv3oGfouDLwftj6kw8SZcyo7HorCNSbY+kzhFYz8FUX0btLRTYSfK4i1Z+kWcoolh57aORZ4iuqrzlXQl/5R4S9Ta/Fr/K9255i76pf6X5trJe1bCx42KEzSH75m+WXK9Xd72NLTsLupTfLz6KMiVfy/wBj3sG0HrKPYZBnM5x3pPoNsK7qFu3h3VR+uVSnrUN5LeCrxMQf5nDl7y0nl5/WlwwTDq5Olsfox7GwJwBGYDBtGWBGAAWGJBJAi0jgAMgNbxy4Tca3mpz8jJb9Gbc79jHV+0P1PwsmJWwgpqi8Mq01P1VgmId11W/C296xIdts0edP4+Peml+R/RrxV/WYjgckURZodVHnaklVbBwwqwePkVB1kSpHrxUNbFu65wLQhXHNVyEvIfV17vtVjflpZrUfTFWZrqzExmJ1RDkGdyJF+MCvqW+VvS1Z2vpjkNc2jMxjHWLcsTHlxGK3gcVtiTzmh7Jr0SfIZ+V+ZYl9PK2HwqoEvyBrFC34We9T/myMFYWyqj6wtupX55/6ECjxt/FK2sbIZmhwGQoR2XomrDAEgReBSb3QRgAGR3/5bXbqQeL19LGxpqozdURpCLeaRe5x1XlEWlgT3+qk62ImjFBT7ylvJsQtQgsw68nKOoZdQ9avokJlBnKmQEvbUKO7eRDYqQQp3EJoSKEqWeja3QqHvLA8XHzszquT9bZnBC6eUiWQYLG1qqIaB7zwz1iHTDeb2lsTkviyQ2Xs96eo+m14vGxktc1sqBAZC1XZuQhsETcEKwQigIgEA2E1hWtdaZ8i8QeHRfqckjpZCVYFbQycfXjTzq72ANu3OlmWcSRKYYFG3r02s2gL3pKrWsIHPbvTwa7iqIR2FZhy/KrcwmpHrXGveZUi+c2ZgRQ4BnXZR6Zm4zg6O2lY0CpbaYFJ6p8baxXnPvioldYnmvxBBpw5wL3Rlbzt8zu8ITGz83OCuxBUA6COQgARgAOdjpaDIIgECyCbAS21RICv8kNCisIQf4h5cfpVfg9vvz1NF7V/Xi0WxvmZMZEFdSW5+YGYtS7ypI+xMemDMbAeTSAEh4tVAACIBA2hFI9XhK2gFBhUAABEAABEAABEAABEAgmwnAAMjm3kXbQAAEQAAEQAAEQAAEQMBEAAaACQhuQQAEQAAEQAAEQAAEQCCbCcAAyObeRdtAAARAAARAAARAAARAwEQABoAJCG5BAARAAARAAARAAARAIJsJwADI5t5F20AABBJCoENx2xjkiqcod0FxcFRomEQtj/viwkTFNSKW+sSSR6t0a/JqMuL5yfVRnYW5khlDI7T+d1NOLHk0+TFUUcvq9LODp6PTpEgHAiDgkAAMAIegkAwEQAAENAI7dtyK3jx9CHXrsIUWFeFTpyHl8Tn47EyqOWifVllbnjWyDwE/HzkZKakpu9JYQOJhOC5ed02yW3XL5+EHpT0u2kK+fArWcXu0Y+0j5W15pjpZk/PwtcqGLrSIVH2KDwFui9v6iCfp0DvjoO4+DwWb3L0zbZo60mHK0VRI7OPAYZA+UbisUHNCF/YCdqR/076eA+0TWDwRJ2AvFdp4QbZIjygQAAFnBGAAOOOEVCAAAiBgIHDcTgfST5c+Tnf0upDaFEQ6E56VcfEG3LaOvG0byFPG3oML9Q6hbDQn9gLsKasjT36QPCzCPmj5+ZO9AXvEEVgs3mDtC2j9E/EGzB6NxRFY5LZYFMXOzZTqEnZ0xsaD9jh0wREt1/KhpqnitOJ4q4p/mvjs/YjsNIEJ/hRvwG24/aXcp07rw56TPWVN7AeB87RnT9LiBVlrbOjTVG9xmNau2RGYk3K85KWLSi6hyZv9TKNLx9KEoul0vPdUk9CWW40zfwYb2OlYNfu1qOOfWu4fPzcqQrs6Uxe6t+AJGl88jcYWT6CXWaHfwbOTdTktsdt7dqQXC99VPQDv4I2cNqIgPAQBELAk4FE4WD5BJAiAQMwEPC3fvuXl5dSlS5eY5SBjZhBYW7uB7pn0Fr017ztWzXR/Utkhl4c9xnpYMTMHGaVXGnjE1exFlmcJPCWchxVAx0GMBSmHPdOmVfCwEivej0UxjaAgOq6zKNLCpsDIRvWAW89O1niWISyI8SF58lPBRmlW3N0YPjza7ylhZuzMy8xMHXUXz8M8wm/QuMVYKOH3xsQljIUu4tDCw+nOsnto14LddbHNl1MDP9AI3xCar8wNPVM1BZlZaWD/oVZLhlRvzVwHXRfkUwFdmn8F/Tf/ZirztAvJkguf4qM3Ai/Q4777qJqqQs/aUhldlz+E+ucPogIPtxXBMYHJkydTr169qGfPnjRp0iTH+ZAwNwnAAMjNfkerE0wABkCCAaep+F/X/E2nvHc71TTyiK0ovoXRR3wVH4+mNoiHYA8ri5zPwlgIay4r1mpghV/Nw7MEaRPEC7Eo4oWsDDIDsxIbl3ryshhR6iUoDawk8lKhyIGVf66Ll5XkhIdQ+1uMP51CbFu2GHtBtpCKJA9zi2IsyYi7LCciNiJF8adCzhclj77sZ9u/TMeXnKSPCrsOsrUxyvcwPeobqdZNVfzFy3TEIJy5LvyzeXAreq/0c+rm3TFijkplnVrGR4F36ZS8s2hwwTDq7MGgSURoNg9hANiAQbQlgWh/NS0zIRIEQAAEQCCcwD5b7EA7b92Zfq34K/yhTYwo/J6CepunNtGs7Hl5eVA6Bo8o/qyQJjT4ZQlKiYsiGJgYCckwAHgU3lvS6KJubPqJ0s8j/k6DzGbI8qBYQ5/i46Nm9fJQ/oneM+iR6oejpt2UgDnLUi3+2a/okKjKv+Tr5OlM9xQ+SvfQo5vE4AoEQCDhBKKZ8wmvAAoAARAAARAAARAAARAAARBIHgEYAMljjZJAAARAAARAAARAAARAIOUEYACkvAtQARAAARAAARAAARAAARBIHgEYAMljjZJAAARAAARAAARAAARAIOUEsAk45V2ACoBA9hDw+QP00ue/U32jnwadsieVFufWMX5yqvL6hprs6VC0JKcJVAc3Hc/pFkSFstZtFqQHARBIIgHMACQRNooCgWwmMG7qEtpv4Dt0w6jJdNsLU2jvS9+id75dmM1NNrRtxsqFdNybt9HSDeXN8Yk8dp5lu/bgksj6GEi0nEeZtPIMhdvf8Nn1rpnZS7N/orVb+7RPuemJdq6+mzybcru6KqFSdv8V+as/oATo9bqX6eLKc13J1ieeoUyl/o1n0qJg7vwN0Lcf1yCQ7gQi/xVI99qjfiAAAiknMH9pJZ005FM6c9g4WrRiY6g+Kypq6dL7vqEjr/2AZixYE4rPtotVNZV05edPUl9W/mes+pPPZy8iOds/kmfUMAZyrj87uXIcFHbIVMeebuXseKeBkyp+zqcpmdqn0/wO0ymN7BmWPfCGxIcuHApIVDIxAMRzrRtmsdSliY/BZGdZoWaHLuyFKfVydCb3jZYkdKFFxOfz3/m70uud3mGfAfbvzQ+NE+m4dUfRsKoh7J5r0++z8xpw5Vucgk0KfkN9G3vQiKZbaKOy3rkIpAQBEEg4ASwBSjhiFAAC2UmgsqqB7n79Z3rh098oELTXWKbNX0M9r/mALjp2FxpxWQ/aqnObrADS4G+iUdM/ocenjqV6v+7cd3aCpdSVkJLPZ7uLY688KzYSJ0qYOPLi89zZYZga+Kx61SkYK/jyLKIVwR6ElWpWtMXZVhF7um0WZ5lFYQdOYphQQAwTlsvpVSdlUmiUYiSJqyCKtng4bmJfAMVct3RyUiZ8xfGaeOaVukVg5qrNhsTSfnbsxoaA2n4nPhFajBNqZCOwVJhJp8QvdPB0pBvLhtAFJf0oz8PvgEVY4v+b7qm+i75u/NLiqcMo8UgsPg109Q9QgF4JPEtj2dHX/wpupwvyBtjWwWEpSAYCIBAHAvAEHAeIEAECZgLaCFt5eTl16ZJ9Xi3/XL5BHdmvrNYpvmYIFvdtivNp3IOn0sG7bWHxNHOiqhpr6ejXb6HFG1ZHqTQrcuINmJV846BrS7wo7qZ5WBmhb1YgZf+E/UitoWCeQVANiQJWvnRZZLRblaV6ytU9kMzssVatlxPPw4bCXN6ohhAzYK/FaRWEWQkbXjJabUIT13q2eC22NgStSpJ3o7lu5nfDKnWkuDzKo36lA+iGtjdTe29726TfNHxFV2wYQD7+F1Ngo1IUf2InaNFY7u3Zn8YWTSBxNIYQXwLwBBxfntkuDTMA2d7DaB8IJIDAtPmrya3yL9WobfDTD3NXZrwB8GflSgfKv7SYNcsmXnbiY2W+bW2zEiwKoe3MAOfgLJ6SJlLYcFBq2dutOhsgsiIEWRJUX9wy6s5GGY/EkizFaeSRaDsjIsgj4dpMRWlDVMUtQumRH8lMRQ2POosR5GQ0PLK0+D1Vl1HxTEUez1S04ZmaROmjqtdiXq7Fsw5eMTiiBnlnuG+auEIyG1DkYmmYTvZW3q40utMY2il/Z12s9eXkponulX9ZsibLqYr4fZYfvnQS5igzaR1V0Ga0uZPkSAMCIJAgAjAAEgQWYkEgmwmE1pFncyPj2TZe4kG8NMjTocqxoiQjxgqP6IsB4TjwEh+ltpSTy2i7Q42MFXSS+snSoIQFnongWYi0MgC0tsqyKF4i5WoPhpbX8SfzlSVBjgwATSgza2RmslwrhnBU0TGOlP8YRKtZPCX8bvI76lTxj7Uc5AMBEEgMgUSNeSSmtpAKAiAAAhlMIHnKkkPlP4NZouqpJ5C89zn1bUUNQCDbCMAAyLYeRXtAAARAAARAAARAAARAIAIBGAAR4OARCIAACIAACIAACIAACGQbARgA2dajaA8IgAAIgAAIgAAIgAAIRCAAAyACHDwCARDIfgK+gJ9enzGR3ps9hYJBZyeu1DW5O/40+ymihQkh0IqtHOsDzh1vrVfWJaT6dkKbFGe/P01KE73pf5k+9X/ADuycbVKvUjbSC76n6MfA93bFIx4EQIAJwADAawACIOCaQJtiOaM+tlBalD6Hj329cA4d+tQwuu6jV2nQ+8/TUc+MoJ+WLLBtmBgIo3+ZRP3f+j/bNLYPNA+0zvQYk5iYMplkRLhNsHi1ZDlpKG1DS90SyYFlO9RhN1GKpT4tecZVjaObV91MFf6KTfJMV5Ws+N/edAN9Enzf9MTBrdafMdTx3MYTaHzgs4iFfB0YR30au9NQ3w10rW8And7Ym2YGfrbNE1ACqrFwVMN+dK9/KF3UdCoNbDyXFgcX2ebBAxDIZQJwBJbLvY+2J4xAtjsC8weCNPzVafTk+79Sk9/ZqLnX66GBJ+5B9w86lEpSbAQsLF9Ft497m775c67lO3DangfR8L7n0LYdNzlxE8Pg1s/fpjmrljbnKeRz7eU8f9EdRQmKqt/ykYllteTtUBM9T4s8dUJCfAHwmf2JCS0F5fN58yUJPAtfq7w4RRPPxY6ZaRkT9dnSfnGK1ob709JrcxzLlvbzUaCuTs8Rr8V85KYbZuJDQKljI52V9LbetnRtl2vpsk4DqNDTfKSsT/HR64Hn6Qnf/VRNVaTwr7DSwIY5e0l2HNixm9oWnddfx3lbEh7i7UV3FNxPu3r3CGVdEPyd7vbdSj8Gvw/F6S9OyTubhhQMp608W4eipwQm0QjfEPpD+S0Up13kUwFdkj+I/pt/M7Xz2DtD09Jn8iccgWVy7yW/7jAAks8cJeYAgWw3ALQuXLxqIw157if65MfFWpTl51H7/YseuvIw2mP7zpbPkxW5ob6WHvj2Y3ph6gQKiNYTIRTl5dN/ex5PZ+3dg+7/9iP6aN708NTiTVbOaRfFLoJSq/A580o9O50KsJLFhkP+VhXkbVcbLk8Xo7AypnrxTYjy36L4iuUiCrl4JI5qwOgq15pL8RrLZZLmtVirSmtkxpyXC2fnZKpH5ITMh7c0TvWUy20uNHpqdlxtyS/n7ktdI71nfvYdUM+Kvz+8Md0KtqNhWwyjAnYTcQ8r2H8rf4UVr0h+MQTEL4LToHo65na5yKIX7eWFCOflXUKX5V9Nr/ifobcCL1OQ/0UKxVRCV+RfTyd4T6NH/PfQV8FPIyVXn3WizjS4YBiX1T9rvRDDAIj6GiCBjgAMAB0MXIJAvAjkigGg8fp+1nK66Zkfad5i41riHbq2owcGHUYnHbq9ljRln3NXLaNTX36Q1rMREPcgI8gygs7KkD6oI6uNrPg3yZIpo4btaVNHeV3LycsecvVBCYgSxnnEQVciQ76MLMuovyipKQjsSVZVvPMjK3sJqxl7AG4ewU5k+WJgMOdiNrJiVJAN7WcPz2qdC4x9pr5n9fy+sAdh83umz+/tUkfetmyIRAjqMiUfG6xiCGjLfCKkb37E9XHpETiqyAQl2NuzP71X9AUVedhzdpYFGABZ1qEJbk6Cv2ESXHuIBwEQSAsCR/II/9RnzqaXx/3OS4N+5mVBARpy4YF0zel7U2GBi2UFCWzNd3/9lhjlX+rMo/TigVeRpTS8LIhEqWalX1XkTYq/1kRJ7/9zW/J22kh5W5Wreps64m9hLGh5WvXJsxWqQieKdwmP+JuMlVbJjiUze0ZW6oqZmRgiyZiBaFGa1dF07iceTU9IYL7i9ZnUkfE4LyuSmaSaIvYQLcYLzwjIe9bI754o/zbvmb6NnjaRlX9Jq84wFHIbCpqa5TpaFsTGLXstVsQAkSVOJgNFX4dUX89RZtJSZTH927NbqquC8kEgpQRgAKQUPwoHgewhkJfnpctP3pMu7rsrBQIKtSmJfaNwIqg4PUWkVWX7Wemv0f6sGkf8reV6KFjZgdef17UswXGSx1pS1FgZPS5tUJMlbblP1EpxApnpCPIsSKLtRFaWPWVJaL8o50UN8Rnxt+Mny8N4lL45JOadUd8RHtWXpWiOA88YiBHg4eVdCCAAAulNQPumSu9aonYgAAIZQ6C4MD3/rGjLshIPMhaFLJY87luSVoq/ofrS/pYRekN8fG+S1f64LPeJ2vTkvDNRq4EEIAACGUlAG0LIyMqj0iAAAiAAAiAAAiAAAiAAAu4IwABwxwupQQAEQAAEQAAEQAAEQCCjCcAAyOjuQ+VBAARAAARAAARAAARAwB0BGADueCE1CIBAhhKobqzP0Jqj2iAAAiAAAiAQXwLpuVsvvm2ENBAAgRwm0Oj30TM/jacnJ38RAwXZmKptUE3gpks5b52Pp0xGkHPek7UZ1nF71PPmE9z+BIsPa6uUl8BXJqw8JxFu69Sad9JtWU7qH6c0RcR+NhBAIMcJwADI8RcAzQeBbCbw+e8z6fYv3qGl6/mc/ViDen6+k8lSTePhT1GcFOd5gpXtyNuxijx5ko8r6kBxVB0Zi90gaZ3k8fPRkY18NCt7LVaDkzzNKRP4f3Ml1Hp5xSlZIovyUpC95KpOuZwyi6U6TXwevhy5mig/A6HOZnZqO+Q/ZyFYUcp+J+rZBwTnddD/0h+dijtQTUMDNVLzEapRS2IvxIrPw0eBioM153XbkrrSaloZVbyWQDwId6HNaS3nchpKqJSuyx9C23l3cJoF6UAgawkk8s9t1kJDw0AABNKbwG+r/6FT2OvvRW89Fbvyn8cOqtqy59R2tXx+Pi8fEgdPEQMrOwXsBKmM08tPMStMoRFU0bb0QXdfyGfgs9MopYYdiTWwHwEtWeiiJaLlXkbwg/WFpFS34R/OIwqnXR4tXv1s9jCsliNnuzvXzQxS4n6jOQJLxrcRG0BKVQkbQmwMaQ0JXWgRrfyUs/DriihYzQ67WBlOSGDjwtOeDSb5Ycdb9u+ZsXSlroACK8oouIHrpj0KXWgRzZ9l1I6GFtxL09r/Rj9sNp3OKjnPmMDqjn9H8trXU367evIW8XvNHrKjhd08e9LbhZ/RlJL59G7hF7S7Z+9oWehw71H0ZdEUmlaygJ4qeIW29mwTNc8ZeefRd8UzaVDBdVHTIgEI5AIBDzvHsfn1z4Xmo40gkBgC2pnz5eXl1KVLl8QUAqmWBB75/lO6d8JYCsb6p0085bI3X7MzI1VcEyveDYVcrkl7zmOFjBV+T77RSJA8qjdgK+++ovhKHhn11weecfAUswfZwhZnSvKYi1PL97GyL+WbZxdY0fKUcJ1N5evFhl2r5XMec/lhCRMUIXUuZoPJTZ3jWRUZpVc9Irf0WQvneBahDrOLsi79KbZAa8tQnbkJM+M7I7NBSgNP6LNhE/Zu2jWIuXs7sqLexvieycj6eXmX0OCCodTJ09mQe45vNg2vGkozfD8b4qVh3raNLIvfJ9OvhsLei4P83prf2U7UmW4suIPOzetHXt3UT5AbMyYwmh7yjaB1ZJy56+bZgW5no+SYvOMN5TcqDfS8/0l6xv8Y1VOd4dl+3oPozoIHaB/vAYb4bLyZPHky9erVi3r27EmTJk3KxiaiTXEkkKDhiTjWEKJAAARAwAWB12ZMdKn8izLV/OMpYgWmLY/eW3gyFcXGw6OaMrovI/1qnv9n7zoA5aiq9tl9vSWkEjooSBHpTTChCIgoFnoHaSqCRBBpIiiCiID+gIBEelGkCog0BRK6wVAjJZAAgQQSQvL6vre783/f3Z19s/u23Nnd2bfvvXPhZWZnbjnnu3d3zrn3zvlorDdhSwWZfLMYsiwTpmGOlQSBwW0SDd9mrCy0oFw24xvGvdPTKPFOzFTDeDLGP7dV8DOuZxpSps44ZrS7miXe3ZhwFBIt5f8XDLxcDTCrCen2ZP5yxd7lViribBwcYEJjMQtmxVbvuxywdTqBcxecOuqfYbj6ri9rAVTKFRquOtBAZxt+sDYrSMQMLMbNHHv4yzD+2Szt53AzHMoxnHVPd0KzisWLGFPxJS0SXYSVpL7EOFs7tp78o+EpOb/+94OMfxbZpG4zuWvCA3L52D9JQ5iOMOSCc1M7qUNq4ABkGv8sE4LTwtWAkPudQZlDa4/CbPwcOaj2yDTjn/npDBxQe3hitr72JKmVOmmVNjmz9tfySMMLg4x/lmkINcqJdT8zZb5bcwAvCbcU/aFuhtzd8NioMP6N0vqPIuADAV0B8AGWZlUEbBHQFQBbpMqfb5OLfyofLP/UR8UwYmjU08jyYQQ6cWQOvAyMvzD+4vZzNXQuEvuv7SEItXUGu/+eonCVBDPufjGz16L4nCE6Y3V+LPMi2sJYCWN7jK8EBynUQszwv+XYNNubsNXHX4LucCx+OeE8OWr896yKHuzsJs/HZ2V3YnPUYBwt3Hs+9D7276+cI1f65aXOEryy2yBtoTHpN/J8+ii+UCaEJsExGF0v++oKQJ5BobcGIaAvAQ+CRC8oAorAaEMgRCPbZ6pMGVh9dDR8Jb/5WTnL+MfAl1hspQic/bZRXP7K6O9bNnSJZ3eM7+L2BaB/1N+44Ux91hWsPI3aOjHeKibCkPebVg2v7reI5lcERh0C9tNKow4aVVgRUAQUAUVAEVAEFAFFQBEYeQjoCsDI69NhqdH9998v//jHP6xkb25ulksvvdQqr2ZSBBQBRUARUAQUAUVAEUhHQB2AdDz00xAhcOutt8rtt99u1frYsWPVAbBCSjMpAoqAIqAIKAKKgCIwGAHdAjQYE70yBAjMmTNnCFrVJkciAn3RZLSdkaic6jS6EPC3Lb9kbPqciHUdvXGfLzRb15ye8cnYYzInPjv9YhV8WgICsvvldumSziqQRkVQBPwjoA6Af8y0RJkR6Orqknnz5plad911V1m0aFHev7feeqvMEmh1IwGBj5Yvl2NvukkWt7f7VseNTuK/oO8SPgsE/2KuT4GKzw6CLCZfWLvqu8fiWx/6ktDBl+4GrITYvsqlsEqdWOt+Wdclcnv3bQijmzuU6Ir4CsMFMKf/v9b1ZmY8etkR8mr/K5mX0z7Pjb8iB0S+Lkf27SN7R74qx0cOl4Xx99LyDMWHCDiRr5aL5KuykfxEDjfHu+QmvELvH++hkF/bVARcBNQBcJHQ45Ah8Morr0g8nnjgbLfddjJlypS8f5MnTx4yWbXh6kOgp69PfvvQQ7LFr8+Tv704G/HWEQvfjZxj9UxOMuS6ed1jAVVplKWypk4KFPJ9m0azv8odst26+lu25/SAGdYtU6i55H1DPuXmdY/52kP9TsSz69SmDNQ3xm/Cd8hXe0n3DANzLOBGEGnJtOPq7R7zSQ6Z4j0k90ommzINYN8Fs3QispNb0OJYF5PO2hXys/bpstenu8l/+p5LKxRzYnJz9/Uybck2cl33NRLrBH+CLdNxUm72ZayjUV7q+69p49QVJ8knsY/T2mHYz9P7TpRvRqbJC/FnUvf+Gf+7fDWytVzcf550OwjbOwTpYblHviabyMVyNujGEjIslY/lNDlWvivby4syIO8QiKdNKgK+EFAHwBdcmjkIBF566aVUtVtuOfLZGlPK6knJCNz13//KVhecLxf880Hp6Sc5F1IMxEtdIDeKwEBJXClsQ5Pht4OESCibq4zHiImDjddpbzVEWk4/DLQgbEcyEjeDqXUsiMmaetFG7llZV2Q31r7vcJskBetoThiobmUpIJIXXP3x0TgZxItl8mHm1mWOdACAWxccNBqOuTBz24G6hqSsowlkXXBQgjTQYyBSg2Ea76HzlK5vmgqlfqBz1g79+9CeW1fqJL1dGsvUP754jMQ+HINzOE8WmDnkALA1zNkkx1lrH5h8wTCctAhei74q+y77lvxo+bHyYWyhPBWZKXt8urP8vP00We58ZgR1wO4bXdoqMeqTxMw4a0k1EpmSHyA3sY0uaTN9yaucMf9bz19kp6XbyVWdl0lHvEP+1P9/slPvZnJ7LPuMeh9m3/8YvVh27t1C7or+Bc5hJnjJ9sp8+J+8IofIbvIjOVAWyoKstb8m/5UDZGc5SQ6Vj+SDrHn0oiJQTQgoEVg19cYoleW4446TGTNmGO3ff/99WWONNYY9EkoEFmwXtvf2yAHXXCPPvPNO/obIOkt23yzMvjkLkrCqkSy1nEVFoo0BA8bYGjB6nF6QC4GtNy2B5TfU2Os7LnpaHW5DOJJdVephkHkMPtM+DUgY0QlLMCkYK6GeZBzGLG7JiQYh9c9SF50do38mMVkKM9d6tpAC+BpmZZcN2YsznQromm7xIgNkMmUAP/Hw4mPRol0Wkrs1wpmsR58Sfw/MdhVY5jLEaOhjlw05TX/ijH5ObptyaySRWniCh+jNW6aXZbjC4hk0bsHUkQWYkMfoifdlsGKQD8ewgDEY/+VNGH/htghYr8H4i6q9fRPHmInTScB3J2fCmKtrge8eTjrxOTOm39gstKVc13CnjAuNT79Rxk+/k5/LNZjz97PFp0Ea5RfyezgER5VRksJVKRFYYYw0xwACGU+xgRt6pghUCgF3BYBbe1zjnzM77733nnz6qR9G10pJrO0MNQLPz59f2PinkDDUnV7MIHc3DWxxKSQ8Z4O7mlGGM5s0lFBNNHHN6WkydQ6qgjPonS2Y5cRMtWtjDcqU70KyUD0MKLAShxrSjX+WpGFFwzTU1g1D2DWUYKzSwcG1bAZ7vhZz3oNx7wCveCf0jyUeEZx9j3PmHtezshKnMPOhv8EUs+69cGpcQ5YOBttNOTleKQEAHbBO9KV3K5E3SznOYXQ7mHnnioBDciz8H0giZp0NwBVtpcYZsKf+GEeZxj9loFyxhWMltozjGRcgm9OHMu3AHThaC9sA52YMxk1jfuOfbRY0/pkJ37N4e5NEP22VeKQm4QRgzESXN0nsU6wU5TP+Wb4u7tv4Z7GXnBfl2fhMngaWZsglvox/ChKRXrlBLg9MJq1YESgHAuoAlANFraNoBGKxmLz66qumPLf/PPPMM7LHHntIW1ubrL322jJx4kRZc801Zb/99pN3Cs32Fi2FFhxuCDhxn1Y2twUVMkIyQeiHYYptLnFuc4FDIDDY8idYY9hK5J+5F7W2woCHEW9mUAv8KnN7T7gZxpspA2eBTkEQRioxg7Edp8HdCf3h5BRMwEy4Jco6ETPinHQ4jOFbAABYvQkHwbqR4jLSETKrEMUVtysF/enUYIY8TocDxj8s4QJFof8K4PUZyqzgliofY45G/1jM1DfDASjUTAEpst6GUxf7rFX6sTWI233MKkZgHlRCgnwvLGeV0edFKwcoS51+VgyyFNdLikDgCATxExC40NrAyEHgzTfflN5e7G9Geuqpp2SHHXaQhx9+WBgZyE0ffPCB3HnnnbLpppvKlVde6V7WoyLgD4HMbTtWpWGgxf0YtKzUvzVOo97vvv0Qts4EYsSl4QJdjOPjRyc/ed3GUCZzW5F7a1QcibPPxzG3B/nEjOMl+DGDDoMjUMz3YFR0tSqpCFQJAhZTOlUiqYoxIhHwxv/v6OiQlpYW2XHHHWWnnXYykYBee+01ueuuu8zsP52CH/3oRzJu3Dg56KCDyopHP14gPeyww2TBggVlrVcrUwQUAUVAEVAEFAFFoNoQUAeg2npklMnj7v+n2quttpo88sgjstFGG6WhcM4558j06dNTLwr/+Mc/FvIFTJo0KS1fKR+WI4b8PffcI30IKVnO5IY3LWedWpcioAgoAoqAIqAIKAKlIKAOQCnoadmSEfj+978vjP0/Hy917rvvvmbff2alzc3NctVVV8ns2bOFKwZLly6V3//+93LBBRdkZi36M52Jt99+2xCQFV2JpyB1YgqHfS7re+rQU0VAEVAEFAFFQBFQBIJAQB2AIFDVOq0RWHfddYV/hVJNTY2ce+658u1vf9tk9a4cFCpre58vG/NPU/UjEC8m1A7CHmpSBBSBkYVAsS/pjiwUVBtFwD8COj3pHzMtMUQI8CVgN7mRg9zPehw9CDw9b56cfvfd/hV2Y6r78gN8ZU7IVEQR/8okS1SyraKFHMYFixozFdJ3JPZ9ETpd2P8LmRX7d2Cg10px86Q14jd4QGAqaMWKQFYE1AHICoterEYEVl99dYQ7TEQYUX6AauyhYGV6D5wQR1x/nex5+WUy/9Ol/htjrH5GJ0kMIcvyzOzPKjFst/6KmHCJqUWNQmWT95k/lTV1YqlWgNkMSzDj2gecGPfeGrNiZQGjLll7/Y2ZYhvzVy5Nf8uiTg+4ByoyVnw2QmZkMj0XMWwWyYdyeN935djIgTI/XoAY0BInb7ZT5XwhsZefNE4myI9BIKZJEahmBNQBqObeGQWytbe3yzzM6NrM6DMcqEv9vt56640CdFRFItAVich5DzwgW19wvtz70kvFg0JSsB4QfPUg3rqNgUpG3GbE5x/TiVj7DFXrGjXuMYsoZHdtSLChZrmb+xL4AxzyDZAB182VOkleSH7mwRjZ4CgwpFi+nRq3gQCOhkUY+iOsaeCJPA0kzSJ5mNtY6sS9UOoRMfe7QdYFwi5joJZaXbnKG+Zln/wPhkW5MPFXcSK6wJOYjiRjGAMtCKiA8VAwuYzEJY6Zx+L/lN0j28oF/T+XDqe9YLO2GY6W6fKovCrfkP0KFuFqwRFygvxL5srX5LsF82sGRWAoEShubWsoJda2RwwCDPs5YcIEiUaj0tTUJMuWLZPGxtwzLXPnzk3pvsEGG6TO9WTkIjDz7bfk2JtuksVwFMuWojAcSWoF1l3+DZBo0YhJzPiHGiO45zGwwMwrddEEARWIqxLJzc9icBZQJlQfTd4r4mAcFIz/vpgI66rNMJ4gmjF2e0n8lNxe4MD47QJRVy2MLpYBN0DlktuWixnx9GBWCUEMZmDNhUEsJESrycCsXDLAyTLMwOhfQ7zGqTNP95ermez1eBriOGuCnvXQ1zYBE1Omzu0v24I+89HBaAQ+7rRiLdprxfeGTMVkbjbbqVwZEmNGGugwl88piUq/zIheLndH/yK/q79Kdq7Z3acS2bOvKmvK/8ktcrgcL+fJyfKazBmUcRpM/rPkIvm86LNpEDh6oSoRcL+qVSmcCjWyESDb77bbbmuU7OnpkYceeiivwhdddFHq/re+9a3UuZ6MXASufOKJ8hr/Kagws9uHWd0uzKJ7GYLpELSBXRcG/4BjkChkGHibYGSDgVdqaOgnDd8GXGOZUoz/lFw4AfEWjfo4Zp7dlQrOPse7MNvd3TRg/HvLcHsT2HrjPVhJcG0s7/2yn7MR6o9Eoz8HZokMFfjXYIaZ+kD1h75J1mKn17NSE6h6Ls6YWW/E2BzTa2H8JwcAZ9ab2TcoF4jxn2yHDgYM/WzswvwOhRpwHzJI6vuBi7Uw+nEt3Fg+49/bDZ/KUuMIeK+V43xL2V7ukWflQrlGJsrKpsrPyfpyrfxdrpP71PgvB8haR8UQ0BWAikGtDWVDgFF9nn76aXPrpJNOMiRgJPrKTJdffrk8+eST5vLmm28uBx98cGYW/TwCEYjGA5rRdbHiDHKkQcLjVuAKDCaLGXTOModae7CKgPmTIhh83abzH2EkcYsLnBOHs9tWbLwog61EgtUAqQsYNwhvHCFLzPLrWq67xAyPtDDwwqxyYAkz2Q5WYYzDhyYDTcnZe26lSc2sF2rQbPVB/2MFKdOJLVTU1306F9A/xJn+Asnka4qJw34BfjbfswJVFrwdkxJW4/LUDullX2z0+brsI6/If2RrmYqNP2pK5YFMb1UpAroCUKUdM1rE+slPfiI77LCDUff999+XbbbZRu6//37p7Ow0W4MY7vPII48Ukn8xcYvQH/7wBzx4gn7ymub0n1GCgDHqLYx/LxzcohP8XneM8xiNCz/j3U9er0b+zovBzF8LxeaujP7++qRYXWhg+zD+2QzUD8EBDPon0tb492pOJ6YSxr+3zaDOW6RVviw7q/EfFMBab+AIqNsaOMTaQD4Eamtr5fbbb5edd97ZEHHxhWBu76GBX1dXl8bMu8Yaa8jdCP+41VZb5atS7ykCioAioAgoAoqAIqAI5EFAVwDygKO3KoPAaqutJq+99ppwj//YsWNNo4z209eHfaNIZOndb7/9DBOwGv8GEv1HEVAEFAFFQBFQBBSBohHQFYCiodOC5USgvr5eTj31VDnllFPkvffekzfffFP4YvAWW2wha621Vjmb0roUAUVAEVAEFAFFQBEY1QioAzCqu7/6lA+Hw7LOOuuYv+qTTiUqBYFIf1TmvLNYtlpvVamtsVt8jEaDf5m1FJ20rCKgCFQnAlEfLwHHJS4vyQuykWwKyi9E2tKkCIwCBOyewqMACFVREVAEgkPg78+9KZv/eIZ89axbZNuTr5XHXpqft7FYLC5/+ueLMuv19/PmK8tNE58cNRUOZjK4uWLKDK5l2F6pTMjRYQtP+QSvxnFWjTJ5EH8ZEXqulT+AGQBcBHnSc/KkfEu2kf1lR9lNNpb75fY8ufWWIjByEFAHYOT0pWqiCFQdAq8s+Fj2+MVtcvDv7pH3PmGoTZE3Fn4q3z7vdtn3gjvk7Y+WDZL5Xy/Pl21PuU5O/vOjElmO2PexxM9UcMYmYuyTVdeVJHXiXsg4Ju8beSoVcCZDhHwfHcaqTy6cBIkZ2YhTqRBmqYzBn5jQqTZMzyWKYrgAXL3dY4l1DiqOsU/yN19BoMiMHA1+YDp9aMddoAtK/0GAFLrgCuKAHC8iv5HTEK5zc3lcHhxU8AOZLz+SA+VQ2V3eANMv0yJZKD8B3RedgVflxUFl9IIiMJIQCOFlS/cbM5L0Ul0UgSFFwA1TumTJEpk4ceKQyjIUjS9Z0S2/+stMuf6xl/ISU3Er0A/33FLO2G8HWdreI6ff8C95cPa8dJHBfhoe04G48yDbol3DX6wg7Js6kBmNXQFyosTL5+lCDLRrfjEZo5+MvIzTbhh4XUtoUKkhupAgjkox8waFGWLuh0iOlslaXHGtkwqS/CrJ2hx0GEyjYjHMvMVgQ+KsJhB65QpVm1SfY9PphWMWqUmQc43rTsTpD6r/Dd6It1+fDDsaVDvWmJHLA1iBtTuz/6difv9MMPWS1fcq+W1ydSDHdz3Z3t5ymPwU3L+TZRVrCYYy46xZs2TatGkydepUmTlz5lCKom0PAwTUARgGnaQiDj8ERrMDcOO/XpbTr/+XtPfkf7h6e7Wpvlb6ojGJxWlB5EgguDIGOgzOIFOoqQfttMNwGkwm5UQx69nTkMHGC5nJhktGYC5WDLkR5EGHBFJ0UEAOFWhC3xhHAMRolU0u2OwDyJCFwbki8tDopIFuQYpVvDxJHRsx1txxxsrgDCecUo5NGP8gt0slGOjhlXokNBYMwq7znCyTylOOEzPOgH8gjMOWAsIZDdPwzzMGwxKWBuzy7xGweVumZmmRU+V8uAI/tCwxdNnUARg67Idjy55fiuEovsqsCCgC1YbAGTf825fxT/l7+qL5jX9mitZK/NMJElsyPsHCy2sBJKenSWKLJ0tsRVtqi4ODLSXxLmxH6mrOMP4pACwrMPA6na1gFcbKQAAyFV1lHFtIupsSsge5LQZ943Q0SxyrIpVdUwb2dD5aerFyk2CmLRqrUgqCqdnpbJR4d5D6c5xhfHU0YZwBb8qLS2Skdjob0M9wTL3GP+/j/Zb4Z80SWzgWYwDOAfKbP94rZzLjrB5tQC53MSzwL0KyAa4Q1vdJDZ2/PMY/1eXLvn6Mf5bpli6Y/z/lqSZFYEQhoFGARlR3qjKKwNAj0I8XeINMTgSG1vKxUjPxswCbCcHQapM4jCvOoNP5KGg5wdhyehsxC4wtEbm2agQocd6qaaD3YHtES5CrJ7AuI9gWhZlYqQ94xYHKNmNWG4eh337kIg9p+oCz2RaEMRBU4jjrAc50AmjwYowWHJtYuYp/0iahtZcN2hpTVjHNChnHGfqfnRNkqsWWParO1YeA2/ITUShIlbVuRaCcCKgDUE40tS5FQBGoEAIBP/FdLTijGvW87Opez3ukbIFPf+aVIPvNCmEWuOWX0C7E9y8qpVJ2QHNcrZBQmHXHhHYVpsroz77nGNCkCCgCxSFA/1mTIqAIKAKKgCKgCCgCioAioAiMEgR0BaBKO7q/v1/mzp0rL7/8skyYMEG23nprmTx5cknSPvjgg/LSSy+l6jjzzDNT53qiCCgCioAioAgoAoqAIjA6EFAHoMr6+Z133pEf/OAHwrf5I5H0/bprrbWW7LrrrnL22WcLz/2me++9V2bMmJEqpg5ACgo9UQQUAUVAEVAEFAFFYNQgoFuAqqirr732Wtlss83kscceG2T8U8z33ntPmGf99deXCy64ANE2qnGfcRUBqqKUjEBnT7/MX5Qg8Cq5Mq1AEVAEFAFFQBFQBKoCAXUAqqIbRC655BI55phj93B4TwAAQABJREFUpLOzs6BEXBk466yz5Nvf/ra0t7cXzK8ZFAG/CMQRj//af7wuGx52s2x0+K1y5G8elYVLCo9NthOuzjcz/UJQfH71y4vHTksqAkEioN/NINHVuocZAuoAVEGHLVy4UM4999w0SaZMmSIHHnigmek/8cQTZfvtt0fIs/Tuuv/++2W33XaTFSt0hjYNPP1QEgIzX/5Qtvvh3+SEPzwpS1f0mrpu//fbssn3bpNf3/Qf6YnkD3FIZt9gfQAHcdARbx0x0YNODhl/fRoNlCtVxmfZQPVhrHoTMjLQVsTpr1AseIbcdPF1j8GqZld7P3AOknPBToqsuZx28AW4WLnHrDlLuBgDL0Es+EhADsezq4N7LCQ2xPJdBnUeIScUqlnvKwLDDgF9B6AKuuzkk09Om/k/9NBD5YorrpCxY8emSTdnzhxh3ieeeCJ1/YUXXpDdd99dHnnkkUH5U5n0RBGwQGDBonY5/Zpn5O9PvZs1Nw3/82/+j9z40P/k/GO/LPvvvF7WfOcesqN858vry8/ABvz03A+y5inuIp/yCcMi1ATHpCa/I1JcGyzltoN45ozp7zf1wzkhbwAYi0NgJq2axPjxXSCRIltqI1hrGUPeVbWcQpJzoLNFpAFM0GRIZt0BtEMnUOBsCHWpraJwkCTFagdpXANxTpKTBaC/7y4DW7HTVyPSAdyaIVdQrMUcZ51wguvIQk1m3oTRXfZJgTi4DXrB08HxTCbmAuPMkPlxvEA+wxhsEUJ0M9lGfi6XCI+aFIGRhkD6lPJI024Y6PPhhx/KHXfckZJ0//33l5tvvjmrMb/55pvL448/Ln/+85+lvh4/4slEJ2DPPfeU3t7EbK17XY+KgA0CfJfkVzc8L5sedVtO499bD7cCHXHBo7LL9LvlnQ+zrz5t9rkp8sh5h8jNp3xH1pyU7sh66yp8TsvJTXjE10ekZvJSqRm/HA997z03TylHT311MCpbOyVEAzbhc/irGPwBhoG3EwY3ZkSrJ0EZrmqAtTeNtdijellkpRHYi9nmTrSDGfHAqAEMA22SgbeqZt2BM1mh6QjA6E7BmzopC8oFKkk2RmKyZjijrfijo8QZ+o4GidNID8xv4jiD3nA2nAj6301l1x/jDOM5zhVBfs+839VkW5zxj8PwZx6B00C25DiYu2PsnxxjZmVZVS6W6+UOmanGv9t3ehxxCFTTk2nEgWuj0P/+979UtjFjxsgf/vCH1OdcJ0cffbQ8/PDD0tramsryzDPPyCGHHCLxeGC/6Km29GRkITB3wTL5za0vSl/U39h59vXFcunf5uQFY+/tN5A5lx0rvzhomtTWlPBzg9n+8PhlUjv5U2OU523U903XKoH1gHZCzd0SBvtvUYZ/ZtsxzoY3S7zbs/UiM8+QfK6kgd4k8S4YwjmMrbKob1Yd4Aj0wqhzu7MsFZdYiXEE6QjhL4rx5TVQS6w6d3EPAA1wYMeAMRnMzIPGMw30FZCrx7OVJnelRd7hOON3AAZ6f4aBXmSNWYtlMeqJQpwMyHREuSKXCT5XEOAUxD1byWqcGvmRnCmPyevyHTkYJSrSYVlV0ouKQNAIlPBEDlq00VH/m2++mVJ0hx12kFVWWSX1Od/JTjvtJA899FCaE3D33XfLT37yk3zF9J4iMAiB3r7YoGu2FyIWZRvra+W0fbeXI7+6qW21qXyhsSskPO4zqZnyiYSbg1vhCjV1C//CzT0BsIvCiOC2oJ6GlF5Vc2Jm0LFK4c/38y8+DXQ4QcEm4Mz3QrjNpdoS96t3Ba1/UmluieH2Mxj+4aZCK1g00IFZJGBTAM6f0x3kikNS95RRn1wVwOrAIMM/bWxALjjpdBLoCOzZf4j8RM6RJmlOy6UfFIGRiEDA3/qRCFl5dXrjjTdSFW600Uapc5sTOgz33HNP2nagyy67TC699FKb4ppHETAIDJoZDAiX1qaBbWu2TYRqYxJugVEe8EQc2+FfsClgJUoSvhKyVaINglCpdvwCXiG50EyoAeOZ73hYpwrJZi1PKRlp1Ce2+tjXknAEWqTNvojmVASGOQLqAAxxB3rJvtra/P/4kBiM7wyEPBbSqaeeKiT90qQIKAKKgCKgCCgCioAioAhkIqAOQCYiFf687rrrplr0vg+QumhxwheHSQzmJr4HwPcBZs+e7V7SoyKgCCgCioAioAgoAoqAImAQUAdgiAfCeusNhFJ88cUX8QKbn2XbAeFPP/10OeKII1IXuru7Za+99pJ33303dU1PFAFFQBFQBBQBRUARUAQUAXUAhngMeB2AefPmyZVXXlm0RDNmzJBddtklVX7x4sXCLUIMNapJEciFQJE+Z67q9LoioAgoAoqAIqAIVDkC6gAMcQfxxd/NNtssJcUZZ5whTz/9dOqzn5O6ujphJKAvfvGLqWLz58+XbbfdVp577rnUNT1RBLwIeF4f8V62OvdT1k9eq8bLnEkdoTIDqtWlI5Bc3A1+nI2kF3rTIQz6k4b9DBphrb+aEFAHYIh7IxwOyyWXXJKSoqOjQ6ZOnSo//OEPhcy/PT09qXs2J2QPfvDBB2XVVVdNZecKwI477ij//ve/U9f0RBFwEdhgzXGy1fqT3Y/Wx+aGWvnutM9b5//GVuvJSi3+QiE6PQhRmdoVlzqxbtMuIyKAgCgocAcFMckDjYVvp2z2XJ5Y6NkzlOEqCagqQIrmEGd3qLjHMohfehUYZwhRGuw4g8JR4OyTc4Ex+iuCGbkH3D5xj6UDW5YaWqRV9qjZqyx1aSWKwHBAQB2AKuglbtvhfn038T2Aq6++WrbYYgsT5//CCy90b1kd11xzTZk5c6bw6Ka+vj5555133I96VARSCDQ31smTl+0jV528k0xeqSl1Pd/Jwbt+QV694RDZc7u182VLu/flDVeXV/74Azlujy0knNcKSloGYYQAJRtvS6dIbT/qCm5m0+kFWVU34+EH1wYZSJ2OFsQcByeAa/y4xzSkKvwBTLGCkJF5u6QcIpkwq2gr6MSY+2RgplPjtpU6cS8MwbEmgXPgLZPtd0Bzu+boNJEUDKy9KahSJ3ZV2OQypGBd4AOoGClaYak4639AzeHyeOMc2aFmp8IFNIciMEIQUAegSjryxhtvlO985zuDpGFEHy/j76AMOS58/vOfl1mzZon3HYMcWfWyIiDhcEiO/PpG8tqNh8jJ+28udbXZfxq22XBlmXn5PnLtabvKqhNbfCM3oa1Jfn/s7vL8pUfJzpusnVF+wOIIr/SZ1H1+vtRM+EzCNQ4IjcBmCqIugVMQWCJrbxcNdBhCrijusWyNwsGIoH44AkNnoLpKwehvAGFUG0jQ6qNl03BQReE42JV7wOeAPqwUR5eD2XY6WmQgxox4gL7jIHUHXQgBZxJztUJ/Y5wPylGeCzWI/Y82ws194AAookpiRrKujoBZe7kSBCcg3o3vm+sPukOyCLFLKbJNeHu5v+FJubD+cpkU8r8KWkrbWlYRGGoEivmZGGqZR2T748aNM6ReV1xxhTQ0pG+T8G7n8aM8VwAYCvSggw7yU0zzjmIE2prr5fxjvywvXXuQ7LX9OikkVoOxf93pu8oT/7e3bL3ByqnrxZ5stOYkeeCcA+Vvp+8ja00ek6wGc3HNXVK7zgKpXeWTQcRchqyrGcZqAxmBg7IYYKCTtReOgANW2aBaMasB3N7U1VxBA9WjTR0YYmn4NxZiii2mh912YPg20vBFO3UBOm75RDRMx40wNtGnQa7upMkwoL80AN8xILIjMReGViAJKzih5oiE24B1rdt2CS3RQO+sl3hnkMy9/J5htYHORm+wqw7ZkJgiq8oV9TfI7Q3/lC+G/TOUZ6tTrykCww2BELablOEXY7ipXd3yfvLJJ/LEE0+YvyeffFKuu+468yJvKVLfddddcu6558prr72Wqka7PgVF2U9cYrYlS5bIxIkTy15/pSqc+fKH8r/3lslhu28g3CoURJq35GPZ4tzfwEiMYstPl1UTcRgP0ttslbeUTKHGShivMJTHYKtTUAaiC0BNNGGIc6Y4yJloripQFzoZ1TTFZLaURVw0gjvWU288VuH0hLB6FVjiqgKXNrB6E9jYIWZjuf0u4ARHNNzgLgcE3Baqv7/+Sdm4ZiD4RvAtVqYFrvpPmzbNvEfIbcCaFIF8CNTmu6n3hgaByZMnC8m9+FeutM8++8jee+9tXgTmy8Wvv/56uarWekYwAtM2XU34F2Sqr62RmnErfDVBgydA08ojS9BWOZuqRBuJZkKYkQ460fgNdEtR0QpUEOfGALdUJfWnExeog2HaqRBm2H5UyVQfSl9lr2Tb2pYiUC0IqANQLT1RATk4K/3Vr37V/FWgOW1CEVAEFAFFQBFQBBQBRaAKEaimBdoqhGd4itTfH/ws3/BERqVWBBQBRUARUAQUAUVAEVAHoIrHQHt7u1x77bW+Jdx6663l0EMPNVGAfBfWAoqAIqAIKAKKgCKgCCgCIxoBdQCqsHsXLlwop556qqyxxhpyzDHHyOLFi62lXLRokbz88sty6623mpeBNt54Y8MpoC/8WkOoGUtEIBqLS1//EEV9KVF2La4IKAKKQKkI9EoP3lGqzFtKpcqq5UcvAuoAVFnf33LLLfK5z31OLr74YuEKANNTTz1lLSWjB3kTX/YlqzBXBEgGpkkRCAoBOpk3P/KGrHfwTbL2/jfIVfe+KnQG8qVIf1RmPPTffFn0niJQHgTUHisPjiOglpujM6TX6Sm7JjT8L5dfy1ayiuwqG8u/5IGyt6EVKgLlQkAdgHIhWYZ6rrrqKjn88MMlcw+/HwcgV+iv2267TXbffXf57LPPyiCpVqEIpCPw7OuLZOoJd8lxv/u3LF7WLZ91RuTkP86SrY+7XR6b/X565uSn+55/U7Y46c9y6Z0vSrynMWuerBdpyIFcSshgG2jCHF4UZEWVMBz7KxCPgfHdKxAL3yGrrIuZe/TTT8WUsamfRFexCkSbAfFYSfrb6MI8DIUbdMJ4May9QbdTKcySetwSu1Z2iWwp90fvLJtmD8gdspt8Sf5PzhM6Au/JPPm+7CNHyJ7ylswtWztakSJQLgTUASgXkiXWc+mll8rxxx+PB0f602/SpEmywQYbWNd+ySWXCI39PffcU2pr040Kcgp85StfkZ6e8s98WAuoGUcUAguXdMqRv3lUdpl+j7z41ieDdHvj/c9krzMekH3OflDmLVxu7r+64BP5+jm3yUEX3SMLPua1kEQXrCnRRSvD2EgYNRlfg/R6YcM5/WASJctrBGRF7lfGPabnLuKTpyKwuFYiOSAFM/oEaaA6MEw7QDzWGwRmHpTQN04n2qGBms/eTkLL/ov3kHgqaNZeGLMYM/EeD8FVEN0bgwPUDpK3SLAEV2Q6jneAVZpMx4ElYAayrsBZe+mckhSsD0dXl9SJe6G8x0XOh/Lj/qNl38ju8kq8+FXI1+S/sr/sJNPlUFkkHwwS8mmsA+yFNYFz5SRZLssG3dcLisBQIaBEYEOFvKfdBQsWyBe+8IW0mf8pU6bIL3/5S7Mi0NjoY3bUUy/fJSCXwLPPPuu5KnLhhRfKaaedlnZNP5QXgZFCBJYLlRi29lx424tyye1zpCdiF/O8BvbgF9dvlrkffizxlNWe0QKIh2omfirh8Z8lyI1oBHiMSDoI8RVjYMR6vhNkQm3sM0RiGbUV/5GkWY29CUKn4mspoiQUrocu1Id6Z+hfRIXZi7iYgUQq0FRLHEFY5SXESupkhkAfVlgiiMmeigOPmyCEM/qTTCso/VGx4URwSbSCaqcGY7MJfRkk8RpBqgfpGMcMfYGgdIEzHCK/gctqHFQ7xAztlIXV2Mfg3qfmYDm77gIZGxpnVaod5vz5cqrcJTdZ5WemMbKSnCy/hKvwA+syfjIqEZgftDRvkFMHiq4lAueff36a8U9ngEb7cccdJ8Ua/2x69dVXN2zCRx11VJokdAB0K1AaJPrBJwL3PzNffn3Tf6yNf1Yfq4nIawsX5zb+mSleI7FPJkv/u+tgdrMlZfxz60psRZvEPp6UbvyzDGe2sYUo3oVZV8wk+k+0ZJIJDkioqVvCzT1DYPxTBlj9fZjVhe4OjWNXrnIfXcw6i8XMUiBuocJqAGf4HXfHFlQ024TYNh25lPHPOnGTKwjuSoVlM/6zYWY7Apm4isQZdDpbQSTObGNlI95F/YNqBPVyrHDVoTfIMQPMuHrSDl36A8YMeKWtOgTRNxl13hW7Ta6MXppxNffHq+V3vox/1kSngSsBXDXQpAgMNQLFPC2HWuYR1T5n/2+88caUTmuttZY8/fTTsvbaa6eulXJSX19vQomSBdhNy5cvN6sA7mc9KgJ+Eejo8c81EfKznaavXqILV5fo4kkSa29NGP6drRAzjxHFrRd0AlxD04dSoQbM9vOvuRszj1UQwcgY6E0whtO38flQyS4rMaMhXgRmdg0wFw1UGI2dLRLnthUa3egnOnu5Ew10OELIH2iKw0DvhjxBbr2iAuhHB9t1gk3ADHjRCQg0EbNOtBPN810shwDYQuZ01pWjJus6upwu67zd0mmdNzNjp3RkXtLPikDFEVAHoOKQpzd4/fXXp83+n3XWWTJx4sT0TGX4dNFFFwmdATddd9117qkeFYGqRYAzxE5HWwFj0Ss+jRL/hkmovl/Mn/+i3sbLf542O17+6hM1FoeZb2moC2bdBasC1qki+kOairRTocFVEV1GGGbWA1IzKgIjBwF1AIa4L996662UBNyyc+SRR6Y+l/Pk85//vAkH6ta5dOlSWbZMX0hy8dCjIqAIKAKKgCKgCCgCowUBdQCGuKffeeedlATbbrut1NUFt+S5yy67pNriidf5SLuhHxQBRUARUAQUAUVAEVAERiwC6gAMcdfOmzcvJQFn6YNMmeFE1QEIEm2tWxFQBBQBRUARUAQUgepEQB2AIeyXSCSSFo2HW4CCTGQY9q4wvP/++0E2p3UPIwQy+SeGkegqqiKgCCgCioAioAj4REAdAJ+AlTN7Q0ODjB07NlXl4sWLU+dBnMRiMYlGB+J+T5gwIYhmtM5hhEB/NC6X3jpXJu9+p3zl6IfkudeWFpR+RVdE7nj87YL5NIMioAgoAsMJgVnyqCyUBQVFZp6Z8kjBfLkyhIoIVJCrLr2uCBSLgDoAxSJXpnIM++mm+fPnu6eBHFm/d6Z3jTXWCKQdrXR4IPDArIWyyUEPyGmXz5HlHX3y/OufytRjHpbDz3laFn7SPUiJeNyRa//xumx8xK3y6OwPBt3Pf8FBqEWE9fMV2D5RJn+9We4m2YSz3MlxCeETi+IPyFFdGS87jKPvYuYey1h/qirfmKVKBnvCOPpB6m2kxzirhP7QI1jW3mRXQJfKYFYB84GYBR2iNTWCHVlYM092l03kEvmFdGUJ88lrl8o5Js/78m6qpJ+TybKKrCsb+CmieRWBQBCowDc4ELlHTKVrrrlmShfv+wCpi2U8mTt3blpt6gCkwTFqPrz+7nLZ48f/ku+e+qTM+2BwPOq/PLxANtrvPjnv2lelpzexYjTz5Q9lux/+TU74w5OydEVvEVglQyBaGXPpmfwaMwwdGmdsdx/ES043yKp6EXfebdo9FqFpWYskibQcxEQv/6ShqySOCB2Z0r2sCpRYGbkjfPRjKa0Frz8w7mzA2ASZVjwpqdsFpQieWZYMym79mffK+ZnDJgj5vTLyZ8MnLccGoS/KtXW3y/drT5JasQyqAQLAcAOYlMFC3CcRuUp+K7vKF+VuuRlkfIn/7pZbZDfZWK6UC00er5g255TlGPAAPyyvyASZbFNE8ygCgSLgIyBzoHKM2so32WQTeeCBB4z+s2fPltdff12++MUvBoLHtddem1Zv0O8cpDWmH4Ycgfaufjn7qpfkT3e/LTHM5udLPZGY/GrGK/Lne9+UtdYKy3/eLGF7Gtl1G0GyZU2whad+LeLyN0TMAzmfnDnvGcMZM6GM788HOw0Jqpz0QwaXw41+MpzCYEC7UodyzJS3zOBaArkCwiw6KE5tFDiWgEk24ahnI/Ch0VhNKRxP6Frn0/rzqwPGpBkfNZXSH6OqDw4ACd4aQaZXjz6lzOUYZwYz9Gd9wJihT0JNkDtQzBz0C/TAn/nuWvTrOBkvp9SdLQfWHCE1oRrZRfaQg2qOlPP7z5JH4w9mryEUl3AddRnsMS2RxfIzmOx/kotNH82TN7LXYXF1V9lLTofjsDbm/jUpAtWCgK4ADHFPeOP+c3vOb37zm0Akevvtt+Wf//xnqu4ttthC9B2AFByj4oQG/ZV3vlXQ+PeCsbhzWfHGPx6uocYeCbV0FTD+PcYXnYWmbgk3o1yWh7JXtsLnNLbIQAvjuQ9baQoXQA7M0kawekCDm9tCjHVmVTD4TMnVgHiPZ6XCV6seBGqAc2sPcIZDUVXGPw0/yNQKRuayG/8e/WksN/cm9A/UkM3RQVxx6cHY7MBY68djuKRxBszoxLXByS678Z+BWWufhFvhZJQdM087dDDaoE+jnfEflho5quZ4eaJxjhxSe5Qx/l3U1wp/Tq5p+IvcUv93WT+0kXsZR2CGSQZ31t9zY9DpOzD8izX+15ON5Cb5p1wtd6rxPwhZvTDUCKgDMMQ9sN5668mOO+6YkuKvf/2rPP/886nP5Tjp6+uT4447Dsu1Az+yJ5xwQjmq1jqGEQLLO/t8SxviFgy/qQGGCP9aOy3ZddFGPYw+11nAjFxZk4N95GQUhhNgnTjr3kMnoNp+IpNOTVeztSqpjDD6pR6GFZyrMIz/0h2sVM2ln3DVhbK1wfDHzLjtrK+vhjmWuSJEY7mFK1KDZ3191VeOzHGMza6kE+C3PqxsSQP0GYO+bMQsdklORI7GiRnrbmY7wK0uIMzo7MF5CbXAwWhGez6+dmfV/lrOrv+NjAmtlEMJkR1qdpJ/NDwlU+omoN+jEsZKWpiORhCYJaWYJFPkAZkt22MtQpMiUI0I+PiaVaP4I0OmY489NqUII/Xsscce8uKLL6aulXpy9NFHyxNPPJGqhjP/Bx10UOqznigC5UQgREPO3XZjUzEewnwgh2icBfhAFjgCvlMxZXw3UkQBzCD7TsS5iUZcwFtEfAuGCXDIZGQLcjXCjDOMMW67KQK+ItSyL1JEf3K2P9wEfYoY1taCmTEDvHxsxbGu25sROoS5rajW/4TD5NAUb005z7ktaKXaMYktPxXo/7EyDmsTWEXUpAhUKQJB/nRUqcrVJxaN8d133z0l2PLly83nO+64I23WPpXB8oTbfvbaay+55ZZb0kpMnz5dGhsb067pB0VAEVAEFAFFQBFQBBSB0YGAOgBV0M/hcFhuvfVW8b6Uu2zZMtl///1l8803lzvvvFM6OzutJOUKArcQ0cjny8TuC8Zu4YMPPljOOuss96MeFQFFQBFQBBQBRUARUARGGQI+NsWOMmQqrO7EiRPl9ttvl5133lm4Z99NL7/8suy3335SW1srW221lWy//fay6qqryqRJkwyJ2IoVK2Tp0qXm780335R///vfwhWEbGm33XaTG264AcvfFVj/zCaAXlMEFAFFQBFQBBQBRUARGHIE1AEY8i4YEIDG/QsvvCCcpc+M2U8G3+eee878DZSwO+MKwzHHHCOXXHKJ1NVZxkW2q1pzKQKKgCKgCCgCioAioAgMMwR0C1CVddimm25qXgA+8cQTyyLZl7/8ZeNU/OlPf5LW1tay1KmVDD8EFn3aJU+/umj4Ca4SKwKKgCKQB4FHY/+QiIMoUgXS3PirsjDul8G8QKV6WxEYxgioA1CFnccXdC+77DJDCnbmmWfKOuus40tKbiciv8B9990nTz/9tGy55Za+ymvmkYNAb19Ufnvbi/KlI2+Vdxcv86kYGDBjRUSx8FuGMdFdtlf/QUCgk2WhGEIuWmZ1gfKtv8/63XZ8H4GXb8wYctKVzz3maziZx1eZfPXlu1eJcKtezPLJUvF7+J4Voz95KoJOBrNEI6lxEESbMYxnd0y6R8t27ovfKbtFtpGHY/dnLfGps1TO7DtJvhmZKl3xnqx5gri4mWwTRLVapyJQNgRCiA3v8+tWtra1Ih8IPPPMMzJr1iz56KOPUn/c+z9+/HiZMmWKrLLKKubdgJ122kk4619TU4GHgw/5R1tW9z2LJUuWCB2yoUh3z3xHzrjmGXn/445U8yS3ikWaRBDnPnfiTwLfEwFZTh3icjOmf8HXRjxlkN/EWy9YxitBggDKxIJPNJ0QwZvFew4iJ3IHSAy7GMmqasOkRPIrMhL7JTGqYRhEhCnNR0yWVN/8moJN2IGzYUKhBhnWkv2DmPbWmBE/Q86GMmQ/tcCZhqkTqYMuDNEYcPjQoFmJEdOe/SiIZV94PHsHWwXO2R8M0eprSg6DjrHsTShQDsCAEnEDF0CKldf9qpe7OZKzFRkK1BVlu/BU+UXdhbJheGPpd/rlhujVcln0t9Ip7m8gdMH3OMSx5uv3yW2h8HGyrCKnyvnyHTkYv0oBNZJDDNoI06ZNk6lTp8rMmTNz5NLLikACAX0HYJiMBL4fwD9NikAhBF59d6mc8senZNYrHw3KSiOupqYT7KN1Eu9DKFgT5z7ziY7HFozecIMNWZSnLJwFYygXZfRiBhAMvGTuFRrpg8jA3HZoxNHodR/gMXFw7vQ2wBnI4dQkjd7BdQ6CJ/sFOBlON4jBaDSQ4wD60dBPMyDwnKdz5UQgR9K5cqJwBJiffxbGdvbG810FZtS7D+/1kEdhEGZZypIUrYc4w5hnmRxkWFxdcHrRFxgnTEYXECiFWMavA5VFjKyX6DjRmQO5lbg8Em63Zy1Q6KJbGEfG/idpVmXtsUICitAYpeGfox/yVwBlgJfTj3EP8jShkxbEODOsxRgHEbRDA70+IDIwQ4oGdmT8RhlHwJczlEDqufgsM9M/NfxVme+8Le87CzIgxLjG74Rx0Dme2ZYXM3fIZJSy+VgvDXKMnCw/gPnfLC02RTSPIjCkCKgDMKTwa+OKQHkRiMXisutP7pX2bhjJORIfeIZ0CwZtHEa30w9Dz00hkAvBAA/j4Zg/uU9KVObOkONhWnIyBioYeLF1KTFb7zE2aIBzJj7DMDAzei09xng0RmuKvCvTWShFOugJnOg4iZlFhsGVTAljGUY1VyPSEsr0NQyUocGRdr9MH2g4dTeJw35oooHuwSxXEzSCulCGM89kxk06bXRsnAjGA2b9B62qRGFsdqKcy6YbiDJ0BNE+WZspFwz34hMENE4Lxk1RTmnxLWcv6X5ncNfMqtORTRqg2QtYXk06axFgxtUA1BlIcg30CGQmW29QjiAd6Q6MaZKPFUFAFpe4PBl/tAAEwIwOOr6zodp+/N4lvzNFjumvyz5yuvxGVpO1CrSrtxWB6kEg84lVPZKpJIqAIuAbgX44APmMf2+FdARqYOxzljoOQzUUxgOXs/g2D0EYmwKjKkRHgUaWTRlv44XOOeve1SKhcQhpy60BNDoLGLZmBpzyYEacRrmZ8S274UcDNblSAdwcGEWJWfI8ANCp6cW2qzoY59yyE1QiZjDQpbXL0jiDzMlZd8fMjmNlg4Z/yoHKJijKYJWGM/WhMd3ZMpTnmnEE4ZzGI3BIB5wtq8ph0HFAcjwUN7Nu1Upxmbi6gRSCTmX/zhCzbjicBrOAnAAKTwO9HeN+DH4rgnIC6CrDoXH6sZWuzWf/U0bbxNUNOPZxbBcKF8mQfaScKD+Xi21b1HyKQNUgoA5A1XSFCqIIDA0CIRjYNY0+X46DYR1uwl7/QBOMAMgWxqy2bTJGFY1Z2wLF5qOxRUfAT8prWPupKF9eaE6nBO872CcaWzDq7QvASQgc4YQ01MVnolFK56/qEiALY4Y+8GQw89P/xUjEcYa/wByApEyVGmcltLOWfL4YALWMIjDkCKgDMORdkF2AN954Qx5//HFZuHCh9PT0yIYbbigbb7yxYfcdM2ZM9kJ6VRFQBBQBRUARUAQUAUVAESiAgDoABQCq9O2HH35YzjjjDJkzZ07WphldhqReF154oYkAlDWTXlQEFAFFQBFQBBQBRUARUARyIOB/fTVHRXq5NAQYjfUHP/iB7LHHHjmNf7bAfDNmzJANNthAbrnlltIa1dKKgCKgCCgCioAioAgoAqMOAXUAqqTLTz75ZCFbr21ifPnDDjtMrr/+etsimk8RUAQUAUVAEVAEFAFFQBEQdQCqYBBwnz+ZfzPTmmuuKd/5znfk2GOPlR133DHrlp/jjz9e5s+fn1lUP49SBJ79T/so1VzVVgQUAUWg8gg8E3vSkI5VvmVtUREoDQF1AErDryylb7rpJonHB2J38yXfm2++Wd59912555575JprrpEnnnhCPvnkE/nVr34ltbUDr2709vbKH//4x7LIoZUMXwQ++LBXDvrBXNll31cQ2z8R158x3X0n2zKMI+/mdY++GytUABUniagK5UzdL1GWlE6pCst4gugsqfpLlDOvVEVEzslbX46bDLUaePJiZtmYCc1qmbei2dDnTqwCmIGFuiLjrBK6EDP30Rjgd8ZhVC+3fveYb3Ak87DMQ9EHZPfINvKv2EP5Sug9RaDqEFAHoAq65IYbbkhJUV9fL4888ogceuihYGxFTG9P4uezzz5bbrzxRs9VMZ/5bsBwT7FYTK699lrZddddZa211pJx48bJ1772NeP0zJ49e7irF4j83d0xOed3C+QLO/xH/vr3JWgjJH3vfE6iSyYMtJdjaLhDhoZcDIyyccaEHyiV/wxst4zTT/bb4GJuhiTe3SjxLsaDL2A4JQXnwemrkThYbF39cirllsHR6YXuJFJyU/Ke+7EsR2LWDZKzQDGjLuhL4FYQs6KU8gADnFMYF1WXRSGGZ4z6fEyBoyDehXj4lTBQLVRAjwzkQlz7wDGjc96J/iduBb42A4L5P3OiiKHvGuf+i1uWQBud+C6DhTiFYurEsgqbbHA0OXFixowNZsjDvGayBd/rBc67ckzfAXJ45LvydvwNmxY1jyIw5AiEYDgG8XUacsWGiwA0bLfeeuuUuIzww5d88yWuFnzpS1+SuXPnprK9/fbbsu6666Y+D7eTDz/80LwA/dprr2UVnasefN+BjtFwSIzWxMR3NSZOnBiIyLfd/bGc9ut3ZeGi7ORSofqI1E75WGrGdKS3z288H2A4GhIcE88++dQLRw05WMhPHHkQLxnW3nKSbpGUDCRloRS7cAarb1IHr2I0rA0TMB7IJpFt1bD2JonKspWBsZjGHkzSMbINF0kK5JUn7zkxM6zGFCqolMSsIUnulkV//y2jkgz2YP915CvhCgnZSZpGArjk0MxXKvu9pKzkhaAP4VadPXOAVykHxjNZesv5HbGR2PQV2i1nvH4Q8hld6ghoBRO/m434LgfcLn/7yA6cyTjuakqnJ8EinD5B596vkRo5pOZoObnuTBkbGudershx1qxZMm3aNJk6darMnDmzIm1qI8MXAZ9TK8NX0WqV/M0330wTbb/99kv7nO1DOByWE044Ie3Wiy++mPZ5OH1ob2+XPffcU1zjf7PNNjMrHVdffbUcfPDB0tTUJNFoVA4//HDd7pTs2L/e+4kc8qM3chr/zOaA3bf//TWlb/5amBFvGBgSMKji0VqJdbViBgsMtd5pwjiud7dIrKfJfgY5itnzTtSFNoqbTvAaEnzI90ioBWy2KeOfopOBF/V3YgYdRrtXZM50mxnvbujiGv8sgtljpxczoV3QJWPW3cE2iTiv94DMy0vQxS0n0N2sOiBPYImYYQXFzDp61S9rg0nMOrBS05eOWVHN0DBq6ZFwMxykIA1ZGv1t6H8a7kUb/9QQhbmq1Yl+JqtsUUqXWIiYtYLNuAVOWJCY5RKTDm4HVtF6gENRAHgK0aFuZt9Al4CN8Kzq8LvZDdbeLugU4OqOgxWUOH5r4sTOoz7PeY33mCdXiklMbopdIyf0fS9XFr2uCFQFAp4176qQZ9QJ8dFHH6XpvM4666R9zvVhvfXWS7vFF4mHa+J7Da+88ooRf//99zfvP3ArFNP3v/99eeqpp+Sb3/ymrFixQqZPny7f/e53ZdVVVzX3R+s/Hy6yZ8eNw9Dvm/d5qV1jIQyRbhiDXOquywMdDMdovcRgpNa0dFgaLjC24HA43LPf2unTcMOTFTOVEkrOvqOqnIl7dWG0O30wrOr7Eg/iPuqSp5DZegMjsJazh/3QDT97dCLylYnh4d+Fh3wznJHaoPY5eDCjw5NHhZx42NwwmEH/GAzRpuyrRTmrwUwocQqxfzibHJSM6BcmY/Rjhrm8iY4Qfk+wJSYEQzzwhHFmMKsnZhinQWFmrQgEiMABoBM4BuPZjzww+oXjn+zKnH33U9ZaPp8ZudLXCee8Bc5IrcdC91lN/uz8DcRvANoyYx+ZzcRDvt+MjAoXO+nP9ozb+lERGHIEApziGnLdhoUAZPn1ppaWFu/HnOerr7562j0ax8MxLVu2LBX+lFGP+PKza/y7+nzlK19JcR5wJYAvRWvyiwBnyTHj3IPZ4LzGv7dePO29s+PeW7nO/eZnPWgm3ISZ5UbMLNsaGNznjJl6gTNjKsglj/c6H+gsY14stmkIeTDrGHgqBrNihPKujtiWh+EXbsFWLBiz1n1jW7cnHw1/s7JQduPf00ilcCZmmPUP1VeD8e/V32bMe/LzFEXCreibpmD7P6NVi4/8bhahj0XN6VngCHAVyfo3I720flIEqhmBCjzdqln9oZctEkmfyW1sxJYEi7Taaqul5eI2muGY7rjjDuns7DSikwgt0/h3deIKwPrrr28+0gHo70/MGLr39agIKAKKgCKgCCgCioAiYIeAOgB2OAWWK9OQ5f5+m5TpKGTWY1NHNeR59tlnU2LsvvvuqfNsJ4wOxLRo0SJ5/PHHs2XRa4qAIqAIKAKKgCKgCCgCBRCwszYLVKK3FYFiEXjuuedMUTo+m2yySd5qNt1009R994Xh1AU9UQQUAUVAEVAEFAFFQBGwQkAdACuYNFNQCMybN89UzS1NdXX5XkwV4TsCbnrjDY217GKhR0VAEVAEFAFFQBFQBPwgoA6AH7Q0b1kR6OrqEpJ/Ma288soF6540aVIqD18eHq0pFnPk2Zc/G63qq96KgCKgCFQ9Ap84i4V/NukfcqfsJ9PkYjlbuiTxTpxNOc2jCJSCAGPhaVIEhgQBb+QixvovlLx5uru7C2X3ff/WW2+VBQsW+C5XyQKPP79Upl/wmrzyOvW3ixjlypcIY+d+sjs6iILjixSM1TJyDqK5MG62VeQYxut38zKqXyWCe9ipDy4E6G+Zt6RsfjErpjFETUnhbFs+SC4ErwxJ/b2Xyn7u1T/IcVaR6DTFoAOlKZsfUrAq/m5WJgqQd6B4zwvj3y4rZOfeLeRHtafI0bUnSEPIw8WSLP6azJFfyykyW542V+bI83AFbpSfynmyjxyO356K/PoUVkZzjEgE1AEYkd06PJTq6BhgqM18qTmbBg0NAz+g5XYAyMcQBMswWZvLkd79oEt+etHrcu9jiRmlEHZLOYgdLySysgzv6HQ1SwwxysMgczKkRBbPs3gv4sej/nA9QkHyWWRRhgRXQgZexOk3qWAZGKYgEhMy/zLefL6UrMuwcSIEKMnC0gnDchcmYZgDzgC2EbINN4n8cRhBIbLpksipoC652893x+luTmCWjIdf3nZc0NCBJDfyE88foVNJihZiiFY/hmM+ZbPcc7rBIdEAZ6usrMWZDXGc4fvSiPjxQTI9kyyqE2MGnAtBYpapnc1nJwJuCz8hPekAtCPULsvUl+e3zEZOmzxOFOMZC8ih3JxcNtUUzgN2dGOH5yH/ylVJN+bzfxf9lfwldqOcWXeefL3m2ybrUvnYzPbfJTfhq87v50DivdPlOLlFrsJ6wKWypWw/cFPPFIEyIqAOQBnB1Kr8IeDd88/4/oWSN4+Nw1CoPu99EovNmDGjbCsA559/vqneNqqTVxbveUdXVC7401vy+xvelb7+9AcwDVmnFsvFjIVPpl8T59xroSbPQbBljGswrNJZiIMZ1hhaNLbYmLeIt3FzTqO5QWKIgx1ugIEOYihTZlA+7wWUicDQYuxsOAIFjXoWhexOD1h++2Bo0BHINNCTMvIgIHUiKzCfyg58DIcysUwm06pbBkeTP8kZ4PThkQtD25ShMsl8rHpwQgYTBxw/lcBLyFLLTHnLDK6l8JUMzNJYkAuXzp7DIyScMWPEF+68wVWRP6ETvAvUvRH1FMRscBWFr6BS9ivJqtCGIR1jIY8KheuwyGHGGZwNEslRl6CcGpJVgYHXacB4JqMxN9uWWxcLdVNZ6CgX65Bgdcbp4neOdUCfwMi3UtLmPyEjMUjJpA7EgcWM5/y1D9wNxyRMZzn5u+LEY4YJ2HbCZaAikYXOe3J83+GydfjL8qW6jeWO8PXSXWCrD1cHDpCd5RvYHHSaXCCrypreKvVcESgZAXUASoawvBXce++9YkMG5u6dd1t/5513hDH1/aT99tvPT/ay521txaxvMvX29rqnOY/ePGPHjs2Zr9gbxxxzTLFFB5VzHYBBN3xe2PvEF+Rfzy7NWco8AGGY0qA1ToAxcj3ZYbTLIIItGps0gmDUN9kb6PFezFLjoVjTQHbcxLsbnpYGn8LZyGvUDy6BGT0Ym1hBMAY6nQfXqMeDnqycTm+WFQ8wFjudKEcjl2WSRgHtLYGOxvhPI4FChn4YNHRQ4DgInYFssqRdS2DG+gyeQc0gu5jVJB0hV/80WWw/QCuyHxuHyqBhWzBLPtSFsWUw8zpCWXKWdMkY6OhjGOgG56BYmEkkh5UNh0y90McY6CUJnq0wMHMZeLHqICRTy5YtyGthGMlc8QApWcnJODVwBkhwRkegIm8Qer0mnDewv/AXJJCYMDGGf8YkBH+LauDMOXhvLU4m8bTfFDt0Z9fMlP+GH7fLnMz1D7kDG4T+Jc/Ie1KP/zQpAuVCQB2AciFZpnq+973vFVXTww8/LPzzkxxuCB7C1NbWlmrdhsjMm2fMmDGpsiP55N0P7N51MIZycy9mHDF7SiOZ041m20b6qkEaVniAxbvx7kVdn9Q0pxPSpeXzfoCBGutpxWpAN7YFWZKxJY16ae62cxxoJrkGOrcS1cTgrODBB0M/d0IZrFQkDFSUwSyhMfwhb+4Eox5bnGjUh1rtcE6sVGBbVH8fmGuBdVDJxayJmOXpw2ztY0VE3G1L5XZUuCWEq02YqQ+1pbOYZxOl6GvGQMeKEJyXMGbRg0kcZ3Ac+zFGWrktLphW2BdOD8ZvXw0ws/yelSIKnEeujpltTlyBgJrlS/yeJTGDLoFvv6HgnGxAs5z1D6yPQmwDmGGCw2wrzIMZVyfD4T6Jw7kTJ9/vy2DUQ1yNLSItl2VYL2iX8TKxiNJaRBHIjoA6ANlx0asVQIAv9XLrDffff/DBBwVb9OaZMmVKwfyjMYPZOtNiacy6AOU1kt1M6UcHBiqsp/SLeT/hico9tDYrB6l6OOtOZ8ZH4gwyjXo/qQj9i9kG4EekRF5gZmTzZzSEuFWn3IZ/pvB8abcSyey7DsoBcBUgztAHs+WBpkphhm1NgTqnBAlOjfuyf6CYoZlwS9D9D9sfs/vWExpQmE4Vyzi+F1ZQ0OwFCxQ1rVwRsEKgQr/iVrJoplGIwEYbbWS05uz+kiVL8iLw9ttvp+5vvfXWqXM9UQQUAUVAEVAEFAFFQBGwR0BXAOyxCiTnBhtsIHvuuWcgdQ+HSrfddlt57LHHjKgzZ86UffbZJ6fYs2bNSt1jOU2KgCKgCCgCioAioAgoAv4RUAfAP2ZlLXHUUUcJ/0Zr2nfffcV9Yfbmm2/O6QC8//778uSTTxqYttpqKyvisNGKqeqtCCgCioAioAgoAopAPgR0C1A+dPRe4AhsttlmsuWWW5p27rvvPrnlllsGtdnT0yOM0NPfn9hzftpppw3KoxcUAUVAEVAEFAFFQBFQBOwQUAfADifNFSACV1xxBV6qwgufiEp0xBFHmBWB+fPnG4P/qaeekj322EMeffRRI8F2220ne++9d4DSVE/Vn34aFf5pUgQUAUVAERgJCAxt5L2RgKDqUD4E1AEoH5ZaU5EI0Kj/61//avgPyJz785//XD73uc+Zz1OnThW+G8C07rrryv33348QbCN72Eajjlx22RLo+4as+JRRI5BsnxvefN7zRC3Z/yVDrm1et4YiYmA7lYqC4spofUQ0D2CQSJZAMLSjZVZrMbJkLAqzIvomS9MFL5GN2aQgcWC0mUqkVP8H2BhwqghmlfqeVQozd3y5Rz9dZFnGKWacIdSw31RUO2ikTcZKC/7VpAiUE4GRbUmVEymtK1AE9t9/f3nuueeE+/trahKxld0tP/X19TJ9+nRzf+LEkR0H+aGH2mWTTd6Uk076SJYvR4y5hZPEWdY2YP9bPHPIpuqQqMbWdiIfQCdiroPoxzYxDGisG2ViPn5CQLwV7wH5kms4WOhiK09x+VwBABSNpmT8dKu6GG60C3wAUR/6W1WckYnkSz7bcCLo/5ht52e0Z/0RDhDHDGPoB9kUWIjjJOwKWB+nt17ivSCNc4eEe7TGwyYjMYMu4AMIFjOwfXeCtC1ozLoxznrw52LlHm2gsM5DzEhAh+9ZoXGWbJ/yOBF8P6MoUKiMKwfC7cZI2ub+NrnX8x0ZNtZnXP+No9vIvs6R0iD24Y13ARfwPaABa8B/mhSBciKgLwGXE02tqyQENt54Y/nPf/4j3d3d8tJLLwlf/OVKwPrrry9BMP+WJGyZC7/5Zq+cfPJH8uCDHek1Mw78J+NFlsMJmLwMhFW5GZONAQ8Dm2y6TA4N2iay9rpTtelVp31CO/GuZsSPRwx5EohZMNA6sTo4ASCEApFYGIzDjI3Nhy+P2RNueAm+yNzLjHxw5yyTvabyXEWj9RGpWakdTKmJ90sSbMMgbTLx9wu0gjwOnSAQb4UaySabtEAKFMt/2wXDgUwgGiNGBbFJloExwr6TunKTP+WQmE4QiOQ4zkJNkDODOTVHKf+X4QQ4ncCa/AbEmXi4MPmvLUcJVErWaDo0ZO0FX4WBvdztwNF0usnCjfoNZmwggETMOoAZicDIBBwQZk4vfmsiwKwZbdQnf2fKjhmcgG70DX7HDBkYeA6yJujo9AFfymRm9LGyV5csQz+9kFz8DYTjYIjAyKCdiVmyvHEwiK+ZMDGjJKs43ouTZYr8rO5c2bvmQNQbkh/LWfJbOVPI8psrrScbItfF8hXZNVcWva4IlIRACPuuc3ybSqpXCysCoxoB/sgzkdug0KrF229HZOON35S+PouvIkm+Vv4MD9uBdwPMrBUNfxjXgxPqpHELRlV7AxXGJxiFzZ/d883MhIVhTNMZSKo+WJTMK8ZghVwwWCuewC4cHrsChEmDHSrzi0iG2Ahm3Ky3BiRw9oVZVqVRD40PMCD76S/x219Z2y7lIvV35S6lngJlse2iIk4OxocxnINyaoyaScxooAe5kGQwozMJnWy/zwW6IettYBWiI1ALvQJLxAzt0LHxYMbVDq5GSNYVSf6eYTUVf/b6owwdaY6DJGbG8CdDNVdXLWcs6jFrf2ztiXJ87cnSHGoZhMqLmNk/T06R1+S/qXsrge/3JPmFHCzHSQ3+85MYKnvatGni3Trrp7zmHV0IcCRrUgQUgSFE4J13InbGP2XELL28i1nXlZeJjIEzgG010sul4VxPdlzvg2PA2c3WTrvVANRF49dBmXBrV9qDNidM3EYUAQMvnJCaZrSTSxxvBZxB7uE2EqwgZDHEvVnLcl4PYx+zfOFmrIq05ZbRyE4HCwYAt/lYrQYQf+BsjAM4aV7jxEp2s/0IvUjD38bo5NYDrjhgG0KiTJBGl40G1B9jDNvPpBX655qltakqXx44ZA6d3QgMulb0o804y1dfrns09LowPuFYhWk8BpKSmNGgxMpesJjhN6IPY4btBIYZ8OrAd6ApKuHGIDGjEQ7rn/2CVQGHKxD8nOc3kNvihFuvWjFB4XEccncrxhl+WznLH05OUMTZT/jNsk2t2LP/z4ZnZPXwmjmLbCnbm+09d8lNcr1cJtvJTlgd+Dl2/I/LWUZvKALlQgAjWpMioAgMLwTwBO/AbFLIz+wQysCo4QPTOvFhx73x3Otqm2y2zmTWldyylHm53J+5alKzEhwny0RDyaEx7kcnYmaMBB+YQZ4Qt2r5McyQNwxDu/pScpwlHZrA5PPTJ0ULkdRFgjJmk4JxlYkz15htDjRlnR0vd4vQxbyzErAudAS51cdPIs78G3ijqnBpfJfjnEApIk0JrZrX+HerDMFx2VeOMH/uNT0qApVAAL86mhQBRUARUAQUAUVAEVAEFAFFYLQgoA7AaOlp1VMRUAQUAUVAEVAEFAFFQBEAAuoA6DBQBBQBRUARUAQUAUVAEVAERhEC6gCMos5WVRUBRUARUAQUAUVAEVAEFAF1AHQMKAJDjMC8eYjdrqkCCAx1pJwKqKhNKAKKgCKgCCgCFgioA2ABkmZRBIJA4JNP+uXYYz+QE0/8yH/1jM7jN5noND4LmagZKGNtOyOj33YY0cO6fp/ye7MXEzkGMdR9J5dN1E9Rvzh7MfPTjm9liijg6lJEUV9FKtFOJdqg0u6Y8QVAEZldfYIcM5XSpQj1U79jtvp783nPLdqeGJpskUuzKAJDh0ARVsTQCastKwIjAYE+xOP+3e8+kXXXfUP+/Gf7sJRpuvciNN0KxKgHAY5JNg8n8AU4Pfhz87rHtIrTP8TRjiEaSzaTfjfbpxD4ADxtZMsy6BocgK6WJLPmoJulX0jqGUdM/+gnE1LtpHDI1wKYkSXsL6Sh09to4uGn4E2d5G7IMAqTWdQWZxhyDjghHIZctC2Tu/my3mHMdRIzBZ2cXsRpt8C2ODmSFSN0Zhzx44NrJyEdY9lXBLNOfDcZMz/I7iFmneibwMcA+giMzT5mJxA6FDgzQq+t/sjn9OO7FsWJZRmG9dyv5lC5vP764oaellIEKoSAz0C6FZJKm1EERigC9923Qk455SOZNw/MnKUmGPNCRwDkPtKc3EZEuyXngwo3IiBRImFVExl4YdwOSskKyNJLdlmwCFvHpw+BXbehN0WcM6jqfBcwO2+MYLJvog57Ftx8lSbuUSNDUkXHpAPGybLxUjNpqYTHfzaQwcUsqb4x+CLAFuRWeQBNlM/8l8Y5nADpg3HSCAyNkZKZKeMzVk0MKRri51uTgRmyKjgBxKwxyRyct/8z2izbR7fRBIO0NPgYM8XIQPIz6lvnzzHz1xQGBBmZDUuvGUH+ihfM7cEMbQiZbd0xWLBsCRmwcuh0wUHFmAw1YWwGRdjWj+8zHA0HhGChxqRurspFi+9WkM7sS4PecAKgzZzJsCGT3A9jxxJnwy4Mh0HomCM54FAxuuTBbKvwdnJO3W9l4/BmOUXRG4pAtSCgDkC19ITKMeIR+NWvFss553xcXj25pN+BlYBuGKttPTA48ZArlLhFpxuGI8ma6AhkGKihehgGNLAsH5ScgQuDZdeUsy6TTUgUJvsmGTfBiCuUo6T6IBke3sYY927/wXns45Ul9tk4qV35Ywm3dQ0Ig/bYvkPHyu9WpoFaEmfGqQFrszEkkwZ6Zp7MzyBFc7ohM5wz4wgU1N+LGZxKOm2ZdVbiM+Wls0N24sASDD+0IX6c0mJkMQ4GdPFDmldMO3TcmoBboJjlEIzfiw44AiDHSzg5OfKVdBkjEWRdhqkX7MBSD2egpPpQGE6fMcI9exfI7BtqBmt3NAYnGr8dadsjMR7BGBzin2XjdP65UmCYg70SY7XN4coG9aBj46lv1dDqcnrtr2Sv2n1K1VDLKwIVQ0AdgIpBrQ2NdgRmz4aBHlQiy+/yVmM0y3hLhlgy8HZi6w1ZaJtgcMPwCTfCkM8zw5USP+89qwcAAEAASURBVIwHOgzkEIxbY/yX1YjBDHpypUJaunwbSDT6BTN+Dmb8JcoZ/BwJKyHRD9aQUGuH1K62CPrgf5YhluVMURhBnTC44GyFrWatYVn0Y5UGzpA0d6M/bFiFiRlk54oFGIKDNyoBFhmiIapxFoMylrn9ik4uDT84hTT2Aklk4cXe9RBm4oWGuce4K197wMx8t+DI0PAPCjNrgaEkxotxuLGKaPW9t67bk5ErYt0Yl9jmJG1+nXqOM/yZcYZ+qcV5jmTutWI1hSsP2IbG8RmC42EzZswWH7bjluWYy5qIGb7PXG0wYyUuu8gecmXzDdIYwkSMJkVgGCGgDsAw6iwVVREoiIDZslIwlycDHmhwBGra/L2LEMLDtabJM3PuqbFsp5yBpzFOZ8NHcnrwIPYxe2/eP8B++mATcIYjQEPWPrFvoL+VA5Cs1WAG3Hy+t2Av00DOMFecgk7QPexubwuwrRC3LQVtkKM7w23YrldticYunWauCAaZ8G6AeQkXzVkng1m2rYrZazCOWz0Mf6we+kp4X8HpwqqfbaJTg3dQBN25Y9vuavzb4qb5qgqBoOZTqkpJFUYRUAQUAUVAEVAEFAFFQBFQBBIIqAOgI0ERUAQUAUVAEVAEFAFFQBEYRQioAzCKOltVVQQUAUVAEVAEFAFFQBFQBNQB0DGgCCgCioAioAgoAoqAIqAIjCIE1AEYRZ2tqioCioAioAgoAopA5RGIg7Dgjugtcm7fz+SD+AIrASJ4y3iGXCIXy9myXPwFarBqQDONagTUARjV3a/KVxKB8eMRaaMSySZqpFcOhD/0zXSaM0yet+IynLvt5I7+N7gRhAD1lZDdsB37LeQrPzL7FIvVO67+ftpyyxTRnq9mAq7fyOLq4kewYvK67QSpE+r2/T0rRpdiyrh6u8di6rAp4xfnYjArRgc/kYky9FwpPC7jyuCPL8Sekb0iO8rP+n8kN8b+JF+NbC0X9f9SupzOwZmTVx6Uu2Q3+ZL8Vs6Uq+UihBvdUG6UP0oU/2lSBMqBgDoA5UBR61AELBC49NJV5bjjxvuMMU6nwUd4OgbMXgY+gD4fzgZi5ceXjRUyX9omJ1YnMbDdugZq+Q2bxFPcARuvMc7tRUN8boZa9OMFhSW2bJwhDbPV3wQmZ3hSMCYXTkmLBGFA42RItTJQkpkYpx3hE+3KJCQh8ZnDcq5gqRP3QjmODJsIkjOGdgwyITxlvIdjINlIILrAMAfxm4PvTKr61Ek5lQNmnWCjjvoZzOVsP1tdCUXJpEu5AlHb06wh0kKsfS+/lud2llOOM34HLDBLCs+D049y7pjJUuugS2QINiSKLgLucVDO1IW20Bj5Rdt58q3G76auZZ4sjL8vP+o7Qg7o+7rMdV5J3e6XPrkqeqns3LuF3Bm9Fd/vgfZel5fkQJj7P5aD5SN5P1WmHWsA58nJ8g3ZUmbKI6nreqIIFItACANvYOQVW4uWUwQUgTQEQkkmoSVLlsjEiRPT7r38co9Mn/6hPPFEvjj6NKzG4g/GvHlaMub6cvzZxsTG17oReRmrneRD/JZne4aSAIlEYIYNGARFZJLlH/PmKoNbAwkswDC4Q3V+ygyUHnzmNoojmYBJ/pRNbm/BZBE+8A2BGAm0sirrLZQ8hwEfIvkZyJ+Mwi4DL0mBXFEyiyHGvkt+ZX49aWzDUUm0maMQ2YCpS0GSNbc8jpSFGBRLskY5QfCWyfScqU5pnykndHNZgF3xS6t0cGms6nBcpliAg2qH5FHUJVBOAAhv2GTZt1A1KF0Go5jlCmVh/5GROMvtoC6R2I0kXQW/D64AkDNppFNOfu+y/S4YJwbOjBjHFJm8LMD4WOhnIfEbgvJ9BCP7D09YwnJQ02Hy07bTZXx4gitg2rHb6YKB/3u5JnoZTH2QLBZIXwptLj+u+5n8q+bvcifm+UFjWKCEyE7ydTkLKwPryBdSeWfNmiXTpk2TqVOnysyZM1PX9UQRyIaAOgDZUNFrikCJCORzANyq77pruZx66iKZPz+TtIZGP43/zFl8PhS4ZLwCf5bTW9wO04IZ8RY8hLzPM85cw/BNGVSoMZWMUQzD0Q8jKoxNOgJhGLolp1oYIzTKLQ3fhBGOGVwy4aYpmU8SGpTAhAa2FxdTJMc94kIjNAsuXKUwTkA/uRU9FRqD0qcRDkKmhLNg2cf51OQ9OhKNkMESz0LVZb+fNNBJqOVRP3veEq66ePoiVCuiPTpsxigubIgVUXuyCDCjkw5G2UAxyyUgnP5QE8a/tRGeq6JirwNbGuh0BKzHDDHDpAUdKE8ZY7jT8Ofqgvf7R9HoPHJ2nw6Ep0w+qbni4PS4jsRAzu3rvyLntP1aNqjbaOBixhmN/90j28mHzvsZd/J8xG9L2J14yZMt81at1Mqf5e/yFdnV3FIHIBMh/ZwPAX5bNCkCisAQILDPPivJ//63vhx55GS0zq9iI/5Wwd94/GUa/7hkHmxtOK6KP8ttQdxz2wlm3KUsR4OSD10YvmM6YGTmMNbAJks23Xhns/3Wkzi3arRIrNtHGUiTSJCLDglnrJu7wPyKFYkCxqq7LcaBwW2YfCPErsDTHfUb/bla0dppjPnsBgGNeWyj6aQjRgMQf3QUWrsxI5/dWKG8Yc62t3DFBe0Yo4OfUcasrqCafCnEMpx97kno74f9N1+9vIcVEaejReJ9dE6CSsQM21s4ZuAMBZbiGJvdGJtd3H4WWCuGtdnpbARm2b6H5WoXmHHrUQd0KZOvV1AyOFBCJwrsyuFWjM8hM/4pKcZJBN/fFX62RREzlOkEbjD2OQacXmzd6sDvIbbXZf0NwG+g04PvALcSWY4Z4hJuxe9jMxy0JGbXrHSD/GX83XmNf2r1ofOBP+OfUuP3I/tvEWvMnfg+wH/l2dwZ9I4ikAeBIJ8IeZrVW4qAIkAEGhrCcsABE+WGG2jA2iY6C834y1w5yFM+xocjHvwr5dt2lFEeRr1ZSvexHYLvBvhOsAPCbblfhstaHw3BLhroPhJmdcOYCbdOcIQEhniYRr1lCiG/cQIs87vZjKMQoN1sDCNujYIDE2hCvwj27QfeDt6nCD6hQ4wudBwDTCnMAm4HKoTasLIW6DgrAica6DDeQ35WD7ni1u3zt4bbguic+nB6Qlw1wB/T1xr3LEI5LaIIVC8CtCQ0KQKKgCKgCCgCioAioAgoAorAKEFAHYBR0tGqpiKgCCgCioAioAgoAoqAIkAE1AHQcaAIKAKKgCKgCCgCioAioAiMIgTUARhFna2qKgKKgCKgCCgCioAioAgoAuoA6BhQBIYYgU8/HWIBtHlFQBFQBBSBsiDQ4bSXpR6tRBEIGgF1AIJGWOtXBHIg0Isw/OefL3L00cWE5SiiDKONMFmGwktkTrbjpwxDj/pMtuH5UtWS38BvKqKIMBIQUzFlEyXt/i0CM7uKPbl8g+wp6+fUxco9+inrJ2/Q9VOWSvSLt52gdQq6fj/9582bHJuBD9Ei9W8xhIxegQefx5yY3BydId/r23fwzQJXStG7VcYUqF1vKwLZEVAHIDsuelURCBSBO+4Q2XBDkZ//HKGwEQsbdLz4szGc3SdYC/Lzz0daOlac5Z4yblV5qoj3IEY542vbiJasJ9aDWPCGiTNPxd5bSd4BP/HjGVufMfMHLPN8yiTvMR4+dLF72CbKxFe0Spyx2r3yBnBO3gVfmBUjA0K0kgvATv9iGkiUMXwAbMetInXiXijPkXwAwWMGfoteT/z4oHRhG+AcSFWfOikPVm4tThdi7oPkqupSBLr3By/X+N5VZD3BD6+P9IXQhnJdPX6w86SnYo/LnpEd5Bf9P5V2Q9SYJ3O2W5ic2TC6pTQ79qGNSQJ2tEyXQ+T72WrUa4pAQQTUASgIkWZQBMqHwJw5IjvuKLL//iILFnjrJQ8AZ3LIZpsv8SHJWO7d+GMcbBJ8WcbDZlz/xRPFeW8KYmijHZvnLR5McZB7xbpobNkUgDjxWhCCtUqsF2VcUqhCBk0UBhCIt+K9MFDcvO4RVWZLoXoQ9YDQS0DsNZCyFYLcZNclKRcYZPPHQfeUJ2EYykgfHADqHw3w5xJ94wBno38SsxQOA8oVf0aSNegSzkFkVnzFWUoyrjsdRxczy2GTpab8l8Bt4YDkLt6DMZMk0iorZm7rfRyb6P8gnRpihu+k04k/jrMgMQPxWBwx9APFzMXO5sjv5Bh8l+uKI8OyaaIBv6s/bjlZnpowWx5pek7+VH+rrBlaJ2/RlWSc/KruYnmw4WnZpmb7rHkXxN+R4yIHyWF935G3nP9lzVPo4iahLeSu+sfk/tpn5PHQ/+QAOQrdn38A7CLfkIfkJTlDfgvN/HDIFJJG748mBEIO0mhSWHVVBCqBQChpZS5ZskQmTpxomrz6apHjj8ecdcFvHAmBaOBnkjbxOomsMq/jkrnGGXEfZEJtIAWb/JkxillD4YQHNI1ukGnlN6K9NYFRsx7kQ2TSzf9MGyhERlyyFdehLcsyhhm4Fw/CWAZBFA1f1BWqy4bZQJNpZ3QWGiFzNjbeWuoPXQowFafV5/sDcPapf84mDLswHCQfWOasq6gbGOzAviKYoV+E49NyzBSlDll02f8+yPH8t0PMMG6bOM78l7YvgXHWCKbbhuzs1vb1FJnTMBKj7STRVpG1FCz2jcZvyVlt58pqNaun5e1z+uS66JVyRfQi6cJ/bqoBC/vhNcfK9LozZExoJffyoOOjsQfl+L7D8csLDItIk2WK/KzuXNm75kCM2fRBO1dell/LKfKCzEqrmasXZ8nF8hXZNe26+2HWrFkybdo0mTp1qsycOdO9rEdFICsCgf68ZG1RLyoCoxSBBx+0Mf4JDmbqzcw+t+twapMeA14YMA+pXIYsDV8uH3MrkWXqQP3vrirOZ7bLzpilxGx4HOXMtiCrZkLYdtKEFYRW+xUEbgni6kEX2knO7BZqisZ6mDP8TXCcYPQTs1ADjPiWLgvjH/jCUOYfy5t6shn/FMKsVGCLk9m2VUiqYu8D5whn0Kl/umFgVWNSf6mH4wMnzzhtRVRj1VbBTGiYW686gBlm0INLwIyrR53cfhagslgRc7o5g45VIX4tA0nEDFuo2vEdwNaY4BIxgx5YEQgUM68CMPoF7++EmuCojYGDE6Dx3xxqkTvH3ydXrvTnQcY/RaoP1csP6qbL440vyf41hyEmelh2DO8qDzc8J7+o/21e45/lZ8X+XbTx/+3w/mj3v7JP7UGDjH/WvZFsKrfJY3I5/l1d1paVZLz8Qn4v98vsnMY/y2lSBPwgEOQvsh85NK8ioAgMQqAeV2j45zL6MwvQ8GEZrgRYJr7kin3uMg5baWwTDXQYddxOY50cbNfAHvRQjXe7ToHS3LLEGf2wrf6wLTjTX5vInzGplrcxs5UIOezKwHCi/pg5DTSxb6LQH7PafhJXaITvSARoB/uRJ5EXmGErTQhbkAJNfNGdmNX4w8y3TGzDQRvFvIxu3Rgxq8U48/E9s67bk9Fghu8aVr6CTqFWfP/RRZUYmxvXfkm2rt+uoEqTQpPlt/VXyHnOpcYpKFigDBkOrD1c6KAUSl+XfWQP2RvrujHs+MeY06QIlBEBHVFlBFOrUgQUgaFHoBjjopgyQ69pbglGmj65NdU7wwoBOKXVOja5IlCNie8DqPFfjT0z/GWCL65JEVAEFAFFQBFQBBQBRUARUARGCwLqAIyWnlY9FQFFQBFQBBQBRUARUAQUASCgDoAOA0VAEVAEFAFFQBFQBBQBRWAUIaAOwCjqbFVVEVAEFAFFQBEYDQi0O+3Wai5yPpSr+i+V/8Vfsy6jGRWB4Y6AOgDDvQdV/mGDQHNzMaJWIJQLo4D4TKkQiH5CIYLsiClV1k+bftrxU28yb1Ey+W0nqYOvtpKYDVDE2jSaHDMBY2YjSVqeSsnjtuMe04QYbh8q8P0nJC5W7tEPTH7KuOPZT/1F5n0jOleO+exwWRB9N2cNvU6P/F//hbJL75ZyUfSX8s3IVDmrb7oscz7NWca90RTyEXLZLZQ8NoWKehhk1KIfFYHSEPD/5C+tvf9n7zzgnKrSNv4k0ztl6F1AikhRRBQBsYC9Y1l17WVh7cquuoqKYm+ruPa66tqx6+pnAfvaRRQBpYn0Nr0k+d73JjeTTNq9mWRmMnmOP8y95576PzeT9z333PMwNwmkLYEbbgAmT7bX/ZKSjujVy6LSr1G0Ggy6vZwNw0GVTte0b9gL3MoPumyD6K6RPcTN7vgPzIjQT1dNjqgDBygdW8jjEXEvT71sUWijO6E1x4oRrYIK3T/exp9D2aLUXSFtM/fpt9AX7UPQfusW8qjugkf3hI/VhYDrxn74SWcWUKHVQ2VWI/eanc5YLTsgnW43mlQ1XV9dnqrk9wVyT7oD60kSO4+OS63F75mvDTqOxv1s47vpqZB6bOo0qBaIXw/EZv/fqXkL+2wYj9llV6PMXRZwlwCv1j+PvWp2xh3118tmy96tk92iu/KU6xFMrB6Bh+rnoE63eo0Qzso8HwdlHBHhavjoAvnbfGnmLIxw7hw+AWNJoBkJ2PjFa8ZWsSoSaIME+vYF3n4beOUVYODA6B3MlA16L7wQWL48B8uWdcP993dAp05Wv67qMBTLPxsS8Vsk/a89DFEw/2+s/yBcW1VEKAfuchUFk8bGMALUiNe09Rs6oW59J8N5iJXHqFU1ByoLRHhJRJFMYztcc+zG+fqmRoxbBaS2tIdrTVe4txU1GKgR+q/t0Pa4N3eQPJ2lX+I8mPX7D8wI76c6F4bDoOJemr7OorElkAxRtEobDoqKVYlDY9Rn09gKbnUCzwyRtWo4c5Ks1CsaEI4CEYBLilKvObjyqYrD+SJkFeO+TwhBNc59omBmCxpuuITUIBa23GeV8n0uk+9CfYS/M77K9UOdBaNNZfI9qBAn1ep9Jt8DzzYRE6wUp1YMeyP4OxV8rteNdFulTfqvSur0JWk4MCMif9aJUu99FXMwcf2ueLry3/jO9TWOqpmMc+tOgy79CRfKUYZr6y7DlJpd8Z5L/miHCR0cHXFX9iN4Nvst7OAYESZFcNRRGceL+Nc3ODPr3OALPCOBFiLg8EhoobpZLQm0WQKmtPv69etRWloa0s86mVj65z+Ba64Btm0LvnzQQcCttwLbbx8cv3WrG7NmbZF8ZdD81oL+yursluUMQI6I9XTebBhS1uqQVCIi5MwT5dlGCrpqGKiBrQq6wcEDZ34lMku2huQJThd4Jn+qssXoypF6mmh4GX/1VKFWnkpABbcCg/ZF2uXMDxZUM/LojLzmaey9ZNV58+QGC50Zs5eaXp2kxnmkHoekb8wssCnBx9J/NXC1/06rf7Z9zLSeJjILbovVM1VkFibJNvxFYVYF0GyJ01ntQmA65Z8rxr9l/oGZE3As3y9HnoxlUhwcs316z4iQnN4zjb4a6hzokw+4xIENCpJHhPEMNlbvM1UEzhXxMRE6C7w3je+ZKCB7quU703jJkHA3VISzTe8hqBGxT6SNThVWs9pGX4mHZEzFndkPRizfLV/0511P4ua6a7AB64LS7ezcFTOzbsSOzlFB8ck4mT9/PiZMmIDx48dj3rx5yaiCZbYhAnQA2tBgsiuth0AsB8BsqfgH+Mc/gAceAIYMAW6/PfYyocWL63DYYeuxcKENo95QE66Qaq0ajpK0sBLovj7ECDDbHvopP846MyoGqv7AeqrFWBaDOeqvrcwMZxRvRWaRtE2bZuWH2ZhNrhIjyJ5CqjojjgyPsaRIlxZBlYajhewaZLTfZBiVxjIczdPYWWiU35FXBWe7LbK/mnRGl6LIMqnonZJ04jwYxpaVvhv1qVEtxq4dhWDfDHzSDWRtn9RlGG6iyuw1Im3cc0b/rP7PW67WYczIW+ZntfyAvqjhqQZxUg1vG+1Stkl/AqF9lr8xqnitTwjU8Dcc2SjtVKM+Xx0xGwa6Om/50h/J46nTJ35i+Md6L0nGwVEQ6qBEaZlxSZWI9W9APOG3vK0xs5V7yjCn/hZZPnQPVGH475nX4ODMI2PmS1QCOgCJIpke5dABSI9xZi+bmYBVB8Bs1qZNQLt2Yjc2mnEzrzf+vPXWbbj44s2No2OcqwNgx2mQ5H1WGzNuMQpudNn8gbVokclMeE63NY3KiHGaKTPujWboY+QwjHHDIYlhxAeW48it9M5g28lTUOab1bfYf6nQUVQeNAsa2Iawx2JkOwt1PG0Emb12FgQ/1bCR23JSR261ODVi0Fm8ly0X3Dihj1ng7HHjJE0+1xl/mXHXkNR64mioo0juzRg+bBzFhsli8/ssY+8U49x2EOchZMY/SiGOAnWCzbZFSRhwKdkOgFnVNs9W5CEfWY7GTz7NFMn5pAOQHK5ttVR9Ls1AAiTQwgQ6dGiOBlg3SBta01x5GmpM6pENQ97bDul/PHksPcpIak9brnBBlnTjX3qnBnlzGOXNUUd8g6XfTXsGcPz1xJfTVq7Gy31iZm6u/sdsSEiCYkdJSBwjSKC1EUj2HE1r6y/bQwIkQAIkQAIkQAIkQAJpTYAOQFoPPztPAiRAAiRAAiRAAiSQbgToAKTbiLO/JEACJEACJEACJEACaU2ADkBaDz87n6oEyoI1bVK1G2w3CZAACbQpAqo78BKexFf4pE31i51pewToALS9MWWP2jCBWtlcQzUCbryxmTpp+8W8ONoVTx0+UbBWqWIST3/iwBZvlmZj1hzvp8YLwWo+31g2GzOr7dJ0rfU+ay5m5v1lftphZzNtNnQ739jhA7yJA7ATLsGpOAaTMB3HYiV+i52RKUigBQjQAWgB6KySBOIh8OqrwLBhkO0/gerqQiki32Ix5i+kClhZ/cr78qxr51WttVhTXMlkP/66rcUxFXiDypY87soApWOzi0GJGp2IiBgcVrUDvAXqPv52jT8VClPlX2vBV4+qEVvpg1mo7ExkKBibecxP83q4T1Fj9oiqrD9YyeNPbP3AYKZqsrpJSxKDR8bfrw6dpL5AlWtrAjbLS1Y9tjh5G+GpClDTtZXfZmLVdfDvNmQBgIqFiVJwsoOnWu5n/TrbuM8MNWEbEgXah47ohFuy7o3anaX4WUz+g3E6DhNz/xd/2rflWcBkDMctuAIVKPfH84AEWgMBq79SraGtbAMJpCWBH3/0ioMdcgiweLGJQL+6neRfV/kXa3ZKfyFFzAci7AWrv36SRwWWikTUq6JAxHkSbWyZhoSKDalwmAOuiiK4VTxLWhk2+C6ocV23qQNqlvVDzdL+cJWJMxTDCHCLgFH9xk6o39YB9ZXSnxAl08Y1imhYTjUyOm1ARsk22Qte2BmGUON0Yc5dYpgJM3eVMDM7Y376kwdEqLqxqtjG6IM/q3lQJ86Jjo30zV+a/8BMFPgpYk4iZuYpz/c6dXbrCywq2rGIOHkq8uGuCLhnoqWP91q99LtM+lIdcM9E7X88FQkzdQK1L83g1FhuoeosFKgiseUcNhKaEH3iZ8XVcBSLfoTUGTPId8QQKFMl4WTdX9oIEQF0FAoDy36G9ClL8qjgmEVmmcjCmZnn4v3cryOKeW3FZszCRcas/zz8NyyeOtTiXtyEfbADXsQT8l01+YZNzkgSaDYCAVMbzVYnKyIBErBI4KabgEsvFbM9ot2us/rqBKgolAqDNU6oU2QizBRTAEx/lHy/2CJ+BP3Blx9xb5D4WqlHDU4VeVKD1XfF/kdDPQ5DAVcMX1XN1aCz2jXyVKPOhYycUKVfTeXaViQGf5GR1sgi7apd2VuEh8qR1XUNnDnitBgX5H/SSJ0hdm0rEWNUn5j4Wi0GukucAIeKiYmR762/oV0QYTJnydYgoTGHGj+ZMoMnysY6w+8tKyCP1hkUpC7lVScz7oYwlhhrja+ryJQq+sapTGoUJ8w81XnyYEfGSsuyoo4sT088lWI4a/3qeGQ0vmeCGhr/iWGgS105qg4t94wCiIYsrprUQJfxEMcRedIXMfKMkOh61KlRJ1gNT+1LU8Ysrn76MmVI/XnCM9mKxNl6b0g/TWNZxk6Vd9UJMhSBQxxocRZUMViUg5Nq+KtqcJ60LdvGPSv3tyNX8mTqTWEt7Os8AJdnXYc+zu0iZvgfPsJfMBVbICqOFsJ6rMEMeUbwFO7Ho3gDhZC/Ywwk0IIE6AC0IHxWTQKxCNx/fzTj38ytlpW5JGiLHG/zXVDDX2bXYwWd2dZ1u/LjikLJo8qnWmTjoGmqxNjUGdF8USG1a4QY9YhFoQa2GmuRDE8xUF1VhVK+GOhZXqPWVZmH+q0iriPGe7igBr4+DcjosAlZnddJ+z1wlxeK8V8sfQs3TSiGY302XPVZhhPgzNanEKKuWyQqvvovTP+NOHUwxHHRmXRI3thBZ92FmTgOUGbq7KgRo4a3FWM9dgXeFGrUV6lRLwaYOBzh2h9SlBro5ZIvW/NIe8L0OSSP7QgpVO+XWhm3QAPddjkxMqgjJPeIR+4tR746dTHSx3tZl1HViyOgBrI6NklhFtA487sp97Ma/sYsdjLqNL+b6uDI9z+Sg6PfeYc8FdQlPoYjINwN1Wd1SkxHPqD5TT9sMNrV8EeOtC9W/4WV6Wiq4Y8saXOsPL6GtkN73J39KMZl7Bmz6W/gecvGf2Bh3+ILLMS3GIPxgdE8JoFmJxD+17TZm8EKSYAEwhHwLyEJdzEkTq2edvJvle9Kw49nSNLACDXE28sTBP0Bt/JDKcYmdNY1U54S2Any5MCpSxcszp56xMCu3aqz/dKoCIZ/cPUy27+poxhoWV7nQtsZMzhk2VEOsvosM5wGK0aMkUZm27Uey0HbIv8cxVu99VjhbLnwgITaJpc4KZadM2mIOifSH0tjH1CVrUM10MURcGTZvGdsVSKJ9T6RJVHQ2eikBWUmnMVxSiozbb98Jx0FOjbymax7RusRXvr0xOp306FPB/Vpi3w3rXxntIq4gvTZUey9Ny33X5nle8fGch5f4/Z3HmbJ+NfkTVnK4w55UhsXHWYigSYRoAPQJHzMTAKtkYBFwz+w6RaN8sAsdo/1x9iqgdFQtmSyZPw35NClRPDtEhQQG/Uw4tOIqLnsX0yqseRvTjyWouaJ477x19maDuLpfzztbx5mzXHPxPPdNIxrnW1PcojnaU48ebQbzngzJpkBiyeBZBBI1oPSZLSVZZIACZAACZAACZAACZAACTSRAB2AJgJkdhIgARIgARIgARIgARJIJQJ0AFJptNhWEiABEiABEiABEiABEmgiAToATQTI7CRAAiRAAiRAAiRAAiSQSgToAKTSaLGtaUcgO5bGVwiReF6AjCePr2I77wDqbj62g50K4miTmSWOarxZbWQ0k5qfVljYSWulvFaQxt7OVk1ocBtil3RmJivz0wp2O2mtlBcuTRPqiIdZtoh/WQ0qFBZvyIop3hhvycxHAtYJ0AGwzoopSaDZCagQWNeudqp1IC+vB3JybHy1RdynKCMPThtZIAJXHt0K0YZNr+nb5cv++TaCii5ZVuD17WLjlu0mG3a0sWBByK5B9Wu7GqJh2jRLhoNqJmRJ22wE1Q5wi5iUHWaa1iNV2QkqjKUCaHaCpyogjwVkdsr2pxUFZ09NgNGUpHq0juZQ7TUUiH1jY+me8YOwcWAwC9isL1nMRKfBMjNfG/TD7r1po+dauvyTbXqrRHPATr9dKg4X8MfMYt6Rjp1xUuZZlpt4osiAjZTd/O0EJ5w4AWdjBHaxk41pSSApBAK+JUkpn4WSAAk0gcDBBwOLF3vVgGM9DVADfvp0YOXKUixbNhinnNI+Zs35+Q7MmtUN65aMxoL3R2O/SbHzeAsVA1PVZMsKvIZDjJq271uA1/61G9a/dySeunYP9O5aECOH/Pyr6JIKbum2npaCQ4S8tiGnz3JkdfsdzkJTEE0zR7cCXJs7ipDYQLi2qI6CLzTO4jtXY8RQn1WVXzvWvPTDvakD6teJVoEKY8UIHjFk3BUiOiWCZu7KAAM9Rj7VG/BUFMBdLXnMPpifkfKKfoAxliraZabxH5gRTf1UUTRpU7kIdtWJLoI9H8V65cLZU5Fvj5n10htSGkJq0peagLFMBrMqGZMyuQ/q5HuQLGaqdFwuDmqF1BXLeZQ2aFuMNm3LEwNd7h2z3+ZnA6WmHak+gRXxr6Ba9D6TNpWrIyiNjcGsC7rh1qz78GLO/0VV/g2qQk76oD+ewzzcgkfQBd0bXw45H4uJeEVEwK7CnciU/xhIoKUJODwSWroRrJ8E2hoBh0+BZv369SgtLU1I9377DbjkEuCFF0KL23df4PbbgR12CL721VeVOO+83/Hxx5XBF+TsxBPb44YbuqF794BZWYl/492NuPCqpVi01Kpok/wJUVEkVaBVMTH9i+L70S0pysTM6YMw/U/9kJXVYMhX17hw65MLcdPjP6KyWgSFAoIaIIahaBjYARdCDhsqcuRUI6vrGmQUBPdTnYj6re2kvPyQ3JEiHLlVyOryB5z5vv77qjH+UuqTDxVBs+yURKpFBZ4q4SwW1WERYjP/Cutto8cqmmWITZkgjWLkgqr2ylMR4/Zq6H6kSmQcRAVVBNhUvdhyHlOpWETbkhoyxbhTBeKkalAIZ1HshR1m8XRaOecKYxXHSmZQZqq6m2xm0hdDHEy/xwH3mTqlalwbYmuB/VShMs2jCsmN8gQms3ysomSi/JuQfhrqxlKW+efH159s5ODMzHPxl8wLkO+IPSERre2VqMB94go8iNtEe10V2BtCL/TDpbgBk3FYQ2SSjubPn48JEyZg/PjxmDdvXpJqYbFthQAdgLYykuxHqyKQDAfA7OCHHwLnnw98+y0wYABw663AIYeYV8N//uc/m/G3v/2BFSvqMHZsPu68swfGjIlsFNfVuXH3w6txyaylcFm2aeSXVZwANbY0nD61N66/cAhK24vBHCGsXi8Oyi1f4qUPVhop1PA1jN8gwzdMZqcYp26ZRcuoR1bndchotyWqUqpbjPZ6UQnW2XGrwVm8RZyKP7wGuvk0wkZ+S/WI4Wg4AYWixKxBVGy9DoZaURGCYWyK4WzH2HSKQaUOmqo+Ww3C1pHvc+qs5rGdTu4ZdWpyfU6N7fwWMyizPJvMLBYdlCxDDVepxzQ2gy4m6kSY6cy4OhxRbpMm12YwkzpE9ddwStXwN552RKlUnUdRLrZtuKugmL4jpPnzpW9ZNu5TSx1VZjI2vqcJExz74Lrs29HT2dtSbquJVmMFbhRz/3U8j3wUYhr+hlNwnrgakf8GWi3bSjo6AFYoMY1JgA6ASYKfJJBAAsl0ALSZbvl9/PprYPhwsZ8svihcVeXGwoXV2GmnPDEcovyIB3DYed+v8PWC8oAYC4diOKj9Xr54AgryYxvcy3+vRL/J//XONFqcWXcWlhmGv0Nnti0atfXbiuAuC1jiY6ErGe03IKNQ+p9ow79R3Q5xNrwzpxYtR2HsLAp+2tGoyNBTMej9TzVCr4aPkScrTp3ZTXJwiANk22i02yYxLm0zs1uHppcnLs7cJD89kWocMv6O2F+veHoQnEe4Gca51Zf45cmRs8A7CRBcUJQzdWjE0YA82bD4pylKYVEuqaMh/95p/xG2zxocJWHTLi3BT+iATvIvMU9/rbaGDoBVUkynBLgQjfcBCaQgAV3vP3q0vYbn5Tmx886RZ/3DlZaZac1RCMqrRrz8ztoKsgbZbnDK8hE7IT7DQvqfZOPf6INFx8dOfxOTNo7xj6tircfuTRNXRc2QqY0xi+O7aRuyIHNkNsP4qxNj1ZGx3YmGDAMwpOGERyTQSgnQAWilA5NuzXr11Vfx+uuvW+p2fn4+brvtNktpmYgESIAESIAESIAESCCYAB2AYB48ayECTz75JJ555hlLtZeUlNABsESKiUiABEiABEiABEgglID95+6hZTCGBJpM4JtvvmlyGSyABEiABEiABEiABEggNgE+AYjNiCmSTKCiogJLliwxatlnn33wxBNPRK3RaUuxKmpRvEgCJEACJEACJEACaUeADkDaDXnr6/D3338vu9rIThMSxo4dK8q3tqRvW1+H2lCL4noJ2Nf/DGfslyF//rUM067+3j4x34t8uj2h5Zd7dQcQI+hn7Lb5k3ozWf+/jeKtFxo+pa3+m0XYaZ/5wqSdPGY9dj61/GQHXx1xMYunbW2BmdlvO30xx9JOnnjqMfPE8ZnhoOkTBzZmaWMEuASojQ1oKnbnW93Q3hd23nln85CfrYDAZef1RqeOwUJhsZqVleXANZf0RW5u5D8vm7fW4vzZP2DHQz7AB19sjFVkyHW3qBC7ZFtPy8a/lODMk20Ts3TnIIvGv6R0VxQZisQhDYgSoXaPGpkazE/vWbj/exMawme+POFSBcdJQtk1KEiBNjhB+DOXKASLnoGN7nt1CVwyjtaRha87RqynJkBNNkba+C4rMxGxClTtja+g2LlE5djTXMy88yYW7rPYzQ5J4bsf9R72HQYchKRuiFDNDLuqxbV6b8pNZvM+y0VeQ70WjhxSwQl5J6NfxnYWUjMJCbRtApF/odt2v9m7VkQgcP0/HYBWNDDSlAP36Ygln47BJX/pKUq+sX+dD53SET/N2wVXXNgnbEdcLg/ueeo3DJzyf/jnE7+JyJjftAibPmKkGMC1q3qhZlkfuKsji+yYBrihLlybjQxR+XXmyv75qlUQKzhEOCizDh5xNrQOs6wGayi0ADWwPRUF8JSJ46BqvmaI2E1hKnX41X3N9GE/AwoR/QPIfuuxHSAzj+yvrorAIlQVO/jyqBCUCHSpOFNSg4pniVpv7L40sRWqVm2JWRPrUeesIgfuKhG1M9GZw9DEooOyq2hcWZ4o8wbMZieiHl8Z+qEOk2eb1FGeKwZ6NEfQrNinCJxpdjyoxZFPVP27LFscbnEEzaxmkWFy9c8YgMfaP43vu/yCvxVejgILSr67ZO2KVzu+g+tKboIzuUptYVrMKBJofQToALS+MUm7FplPADp37oxevXoZ/feItbV8+XJs3Gh/djjtACa5w8VFmbjpyv5Y+OEuUAM/XBg2KB/vPjsccx8dhv59w8/KLfqtHCMP/wB/nfUDNm1NjLiUu7IANb9uh9o/uvpn6g1DPcB4MNSFywtlNlsNcgecYjxnFJSJQSyqxX5r3jB3fF3zwJlTJWnK4cxUQScx0mvFAZAyPLVioPhSNRxIKWLAuCvFUBJnwasboLPNYjSpMyCGWtiZTVXnza8wxLkcTn+pZulhPqUdqs5bIE5MTLXZgPLUwSgQoS1RaI5sZAf2X6oWZ8FRJHlUpTe23xemrZGiAtqlDkaeCI0VVomjZVp9kfI1IV7G0CF1OPOkT832iyfQ1EAvl3tCjWiz+f4DM6KJn/pUo1ocjTK51+zOukeqWpquZRllihNj7JsvTzTUCXBXSF2uwBsioEPqXBXLWIoIWnz3jJSrTwK2ynetSj7N9vkPgGJHCWYWXYf/ls7Dnjl7I8eRg2mF5+GD0s8wNe84M0fQZw9nT8wpeQDPd3wVO2aJciIDCZCAQaDZ/hySNwmEI+ByufDDDz8Yl3T2/5NPPsF+++2HoqIi9O3bF6WlpejduzemTp2KpUuXhiuCcc1EYEC/PMPAf+eZ4VCDX0OHdpm45/qB+Pb/RmPv8e2jtuSxuSvx4+KyqGniu+iAa3MHVC8ZgPqNHbxFGEaMGF5qgIsh3tgCVwMlI6fG6whkqmqpROj/s2qNOKcawN4oI974n87sVotBp2X6ltKos+F3MOp1qVSjTCIi5qmSJwgV+Q1PEIyZdTGU1CjPjDUj77N+DGNZjNiCagvKx5pH2mE4GJVi+Eoeqw6GYSyLU6IORqOuNICI98jXLjHtHMLeULLNToZiro+ZPLlw5FtlFm+fYuVTR1CMZp1Bl6VBxu3ha16snLaui1iXp0IM9HIxnuPwpcynW2rcG2VIWQgnAGY8dZB6qvRe942nPsEprDHUfxPjYKlTI472NulLre+pg1R1Yt4pmNfpc5xacAYyG63h75zRBbeU3InXZIZ/tMz0a8iT/y4q/Dve6/QJDso71Ijj/0iABBoIBDw7bIjkEQk0F4FFixahulpnYoGPPvoI48aNC6l65cqV0H9vvvkmbrrpJkybNi0kTSIi1qxZg7Vr1yaiqDZdxj4T2hsG/wefbMHOw4vQrsTan5H6+jgsEzskxdiuW9tVDGSZgVTD2oKCrxrGGXlVMqsp7waIweuwstxFjXp58uCRegwjSRyDmMEljGQW1VEsDpAaTFaNa3VEdHbcTh5Z5mSUbydPgbwfIZ1I6kx8hi4pEs7C3JpDEpNq+AT6pMMus/AlJS5WnUeZTXdkVXmdgMSVHFySLkGTJUGOfHuOladKnGX9vugyH+NOCC42+EzuFHlnAyVyz2TLvZyspze6LEifOFS7UeQsxrXdbgxuRpizHbNG4AWZ6f+i9jP0zegHdQwYSIAEwhOw9ssdPi9jSaDJBALX/5eVlaGgoAATJ07EnnvuaewGtGDBArzwwgvG7L9uFzp9+nS0b98exx0X/nFvvA3asGEDtttuO1RVyQ90AoMuZWqLISPDEXPGv8X6rYaMTV/DIcap7aBGva0gryDGnPEPLlAN+WbJk2yj3NetpBmLAdjiYRaQvQ0cWvUuA7sqefSplp1g3JtxfG/s1KFpxXHOgL3v2pjssXZrYXoSSDsC9r5VaYeHHU42AXP9v9bTo0cP/Pe//8XQoUODqp05cybOP/98PPDAA0b8ueeeC9UL6NSpU1C6ppwUFxdj8uTJ+O2335pSjD+vbm2qQR0aBhIgARIgARIgARJoTQToALSm0UjDtpx11lnG3v9qeB911FHo27dvCIX8/Hz861//wpdffgl9YqCz9bfffjtmz54dkjbeiOzsbMydOzfe7CH51PCvrJTdZhhIgARIgARIgARIoJURoAPQygakLTTn0EMPle0dI7/cOGHCBMyYMcPo6oABA6D/YoWMjAxcddVV0LI1BD45iJWX10mABEiABEiABEiABBoI0AFoYMGjBBF44403UF8f+SU03eEnnjBixAh/NnPnIH8ED0iABEiABNokAU88WxvZIOGW8r+t+xpDs3ZAriP8NsY2imNSEkgJAha2r0iJfrCRaUCgZ8+esruJ9wU36gOk3oDri8NtLsTzjnc8eeyAS3b5gW2Jp6548gTWmeLHyd8XII7vWRxZmnMYtrq3Yfba2Sh3lSe82s9rP8VBG/fB4ZsOwKT1u+PVqsQtBU14Y1kgCSSQAJ8AJBAmi/ISWLJkSVQUgS/Gbtu2DevWrTN239lxxx2j5tOtQM1ddQYOHBg1LS+2PgLHH9QTz721Gr+utPduRFamA3X1VqxGTeNAvajwZrbb4t0K0xsVGYbvummU+fzLyOn1SkAeS+l9pXmqZS94ERJTcS2rwRAR0735M7RSa8GjgmcZ3r3/tV9W2mioFssWnUZaX/8i1hbQf01j2I6x8mhCFZOSvfAdWZGXB2qypgZPrfysqSiVJe2DptZmJ79qAshOO7J1ZlKDMNb9/O3cMw7hZegUhNv7P0JjPdvkfs7xcbYy/r5ynHDKJl32dw/616Z78dzW5zGj8wwcU3J0k9V8V9avwOyyq/FGzav+Hq52/46/bj0Tj1Y+hKuKrxXhsIanzv5EPCCBNkKATwDayEC2pm706dMH0f6puJcG3fazY8eOUGN+11139esBROrLwoUL/ZcGDx7sP+ZBahAYtn0xFr62F264aAgK82NvOdivZz5e+OcuWPvxfjjvz9shM+YTBDFFZe97NUldFUVw18le5bFmNuW6uz5T0hfCVSlKvxa2QlRbxy2GvNbhEuVfjxi2kYOm1iCfYsi7q1RESQwn2ePcjPYeNPzfdEYMdWERHXP90QWurUVR85i5tf2utZ1Qt7g/XJvamdFep6XhLPSoVtVkRdtAjWcLzNRY9JRL+nLpvzKLlceoUQxgUUt2i8hUsJpsaHOaFKM6DWUivqYKuQH4m1RmIjLL+CNLtBAssbJbYUNHHTniYNp0fhyZos1QJE5jroriNZQVsRWqlyG3vaEWbFHpeKe8nfBq31cxv/887F+0f8Sio13Y4NqAGX/MwIHLDsLnlZ9HSxrxWqW7AjeXzcZeG8YFGf+BGb6s+1yeCuyLi7eeh3WutYGXeEwCbYZAtF+uNtNJdqR1EtB3AdTw16D777/11ltRG6oiYGY45JBDzEN+phCB7GwnZpw+EIvf3hunHtk7rDGkzsHsC4Zg4euTcPi+3dCuOAu3XzoMP7w6CftP6Nyotz5jxa+UK+JEKkwkwkvu6nzUq2CXK7yzoYa7GvDuKtmq1SNpxHB0VYkjIMq9fgO9cW1qYIuj4K4RJWQVd3KJIyDnLp3d9zXF/PRmFWsvs06UUsvhNGbY5Vxm6D3l4myoQqxZvh74T+TQUI8tNNKqpeWRpxquNZ3FeBYl4oA8Zl3aXtcWbxpVKzb6srYL6n7tK8qu0j8rRqf2p0oM9HKpI4JTo/FGG4SbIYKmxraoHLsrA5was32RPsXhUsfBLcJYZvsbOhUpk9146bAyFEdAnZpAZnZLanJ6Q5G4Gs58ESizaZhHr9vfK28yfepRrEa8fFoZ70aFax4jr5ShT1CCg1mXOAriJBjOgj7J8YhTp+NYJuNfJ+ZEmHq7ZnbFP7v/E3P7vISReSPQO7s37u95H57t/SyG5AwJrsbi2YLqBThq+VRMWzUdlW7rTxTfq3kXEzeMxd0Vd6AWIkoXIzxX9TT2lPRPVD4SIyUvk0DqEXDIkgrzm516rWeLU57AzTff7N8RqHfv3sbuPir01Tjcdddd0P3/NYwaNQpfffWV/MiF+bVpnLGFzs1tQFW8TLcxZQhP4JuFW3He7B/w0VebjAQnH97LMP67dsoNn0Fi35q/FmfN/A4r/1AFaTFIVPlV/0W8HSSNGOHOnIZlMe4aNVhkqUw4i8WoWfJk18Ap/7RcYza+RgzjenmqEDG4pQ5vHqNcp6ik5kqd0cS/1HHRND6DS5f8eGpyDAM+YjVZtchot83os/719qgTI08IoikfOwrKkdltrb+eiGX7L0jBalCq0yJGq76DabRLnnxEY4aYY+GvwHvg8I4fZFlU5PFrlCeeU1VF1r4kS7U2qE36k6o3o/QtV2bjlWPEezMoo80TXz3atzzhl+C+eUQV2FMl42040FKXqv6q8R9t2lCXq2lbZMmaLvU5t/QcTOs4DXlOcUrDBH359j9b/oOr116DSo91Qz6wqPt73I/9i/cLjIp4fMCGvfBj/YKI1yNdyBQhsqVdV0e63Gri58+fD91lb/z48Zg3b16raRcb0joJ8B2A1jkuadOqCy64AC+//DI+/vhjrFixAmPGjMFtt92GSZMmITc3F6oEfMcdd+Cxxx4zmGicnrdm4z9tBi8BHR01tATz/r0H3vl4HdTo31GWCcUK+43vgjlXDcVhF3xsLPmJPasqs5T12XCJ8e4QA8W7zCeaFaMtkDy1uXCJk+AQA8sjs9aRDV+zxTI7Lk6Cs1CMc1UWVmMoluFnzLrLLHWNzKaKMQwr6sLSJtf6UnEAqr1PN6I6Jd62eWSJU/0aD7J6WTVipOGyhMpwSHTpirZLZnujB7muzos4PpbXuesMcnWOMS6w8Z5D9HaEuSpGrEeWXjmK4jMyw5QYOUoNfjXGxfGLOf6RS4l9Jd/3zobUlYx6jD4Uyiy5OAK6pMjSOwX6dKdMWMvTgYmFe+KiThdF7YdTvIk/tf8TVtSuxJxNc6KmjXSxHtbfqam1kTawvno0fiISeJXHJJCaBOgApOa4tZlWZ2Zm4plnnjEM/sWLF0NfINblPWrgZ2VlobZW16R6Q69evfDiiy9i9OjRZhQ/2wiBfcc1XtoTvWO6o5A5ax49ZeBVdQSizeAHpvUdq4GuBpCdoMaSb0bfcjZZSmM3eOQphr0Qy4APV5rkscss4lOVcOWbcdo2ndFuA0G6kuwXnZWSGuSWjPImIDUcC3lvwV4QAPIky852mrlOu/eyvRYxNQmQQCgBm79soQUwhgSaSqBHjx7GTL+u8S8pKTGK05VppvHfqVMnTJ061VACpvHfVNrMTwIkQAIkQAIkkO4E+AQg3e+AVtL/7OxsXHLJJbjooouwfPlyLFq0yHgxeKeddjJ2FGolzWQzSIAESIAESIAESCDlCdABSPkhbFsdcDqd6Nevn/GvbfWMvSEBEiABEiABEiCB1kGAS4BaxziwFSRAAiRAAiSQlgRkn6m07Dc7TQItSYAOQEvSZ90kQAK2CSxdUYFr7/3Fdr62mYGGk+1xbSvIWnk/dBtQq0F3A4o3yHYAlrPaaZPlQpmQBFKUQPzfuhTtMJtNAiSQmgTKKurxt1sWYuiB7+HTL7fZ352nmbrtli03/eoqdow0y2nNhPpp1fiROVZV4a2SbToth8B6LGeSrUNl+1Azq8VsHtEX8OexmddaFVKoiKWpgrFlZNYKDk0lYnGqm5DsoAJndozfeNtj9Q4LLL8wowBTOx8WGBX1eErhFHTL7BY1TbiLKiQ2Nn9suEth447P+zOy5D+74eT80+1mYXoSaPUE6AC0+iFiA0kgvQm43R48/MIKDJzyLm5+aAnq6tVCdIgibSMF2qQYjjbZi7CXYWiq0q9shWjF2PSq60pfKkS1WIzH2EFMMlUXLqgQ0SXZ11733Y8YGqCoEJaKebll332/0nHD5YASAiJF2AxF5aI5oKqpZrz5GZAl4JpqLdgO6gCIOnDyDHRlJpxElTc5wWQin1pPPFazjYb1zuuBh3a4Ex+NehtT2u9tI6e9pPu02xPzRr6FRwbdg365fWJmVofkT52n4uNR/8W+7SfFTG8mGJw7CB/2/xAXlF4g24fG3hK0fUZ7XNf1WrzZ7w2UZpaaxcT8PKngNLxbOh/75EyJmVYTjMgahZc6vIGri2dbSs9EJJBKBKgEnEqjxbamDAEqASdmqH74ZRtOvvQbqGJw5KCKq6JQmu1TA1ZbLMkGWENbzMpE+VRVg33Kwf7rGSIKpUq/KgxmBl8WNcINdV2ZMQ9qsBr3mkf0BEKCqguLMR6oM2DMnNdme8syOm62yZdb2mQoB4vabkMQZsILkZhpG/KknoA2GO0V50H3ePe212yfwpZjVfNVtd2msldmeTKWgcwaGm7/SIx+o10iTpXUoMJvovwbyCzR9RVk5OP8/qfhjL7HIydDlay94aOtn2Hmstn4uTIxS+MG5vXH1X0vxcR2e5hVoNZdi4fWPIE7Vt2DcleFP948GFu8i+S5DMMKhphRcX3+UfcHZq+bjbnbXg7Jr4q8J3U4SRyF81GS4d0yOiSRxYiPaj7E1WVX4Jf6n0NydHZ2wd+LrsARuVMNTZqQBK00gkrArXRgWmmz6AC00oFhs1KbAB2AxIzfkef+Dy+984e1wsTQc6oBaleEy1rpjVKZRrYY0mIsO0WVN7LhJ2mzxDBUw10M6lCDvVHRxqka1LXSn2o58xrYxiy8abCHyRLiUIgh7SzZBme+lhEhyBOLIIdCHQw1/HUWO0JQYTRPtczSirquEQzDV/IkymA3CtX+q0Et5dp2KALGRhxDwzGxXUaEzoeLNhwMcVhU/TeJ4Zgeh+CyQX9F55zwM94ujwtPrn0W1y6/GRXu+BSP80SQ6/LeF+PErsci06GOXmjYULcRN664A0+ve17cPg965vTAlX1m4MCO1mbVQ0sMH/NV5VeYuXYmvqv+3kgwqWASZna5Ev1z+ofPEEeswazqMdxadiO2eDYjGzk4s+AvmF5wHvKdBXGU2LJZ6AC0LP9Uq50OQKqNGNubEgToACRmmA486zO8OW+drcKcRWViaNvKYj+xQ4zrHDH61GC2bPh6HQHUi2ElCsNWgrN4i2EEQ43sgNn4qHmzxOgVZWFHfpVl49nZaZ2XmdZjwVg2nBjth0MdoMjOQtSOoxBQAAA/dklEQVR2WrkofXHmS3/sBJ+j5WVmJ6PNtOooaRbpvxVmNksPSr5D4fZ4d/x/guIindz/+yO4esWNkS5Hjb+014X4a88zo6YxL/5UsQgLKn7CwaX7I9cpT4aSEFQQ8q2yt2W2vxi7F+yehBq8RW51b8Eb1a9hfM5E9MzolbR6kl0wHYBkE25b5Yd38dtWH9kbEiCBtCKgZpnOAicxSBVOmdW3FyRTXcOyDUt5JYsjaOlO7FwOWeriyLRnNKsTY2cG2zB4m+VJi46lvaBtc8jTg2QHg5lVp6yJjcnPzLNcQl6G9bSNC823kXdIwSDov2QGhwzm/sX7JbMKo+wSZzscl39C0uthBSTQmghYm4ZqTS1mW0iABEiABEiABEiABEiABOImQAcgbnTMSAIkQAIkQAIkQAIkQAKpR4AOQOqNGVtMAiRAAiRAAiRAAiRAAnEToAMQNzpmJAESIAESIIHkE9DddtpCqHJVY2v9trbQFfaBBFKeAB2AlB9CdoAE2i6BZO+u0nbJNVPP2oZd2kyw4q/m+82/4PVVH8YsYFnFSjy+4vmY6SIlSJaysFukkf+99hmM+XoSRn05Hres/CeqXFWRmsF4EiCBZiBAB6AZILMKEiCB+Agcs38PZGfZ+zPlEVXZpAfZZtNj7oOftMo8cFflxVDtDa3cUCAOjY4a46kUFV7TmDc/o+bwXbS/SY+VUhvSCGO/anFDbNQj7X88fbGdp86KanPUpka/6BsHbVd1tQunfnw5jnj/HPy4ZUlIvvL6Csz6+U5MmH8kFmxeIsxCksSM6JzVCePbJX6rzU+2fo4p3x+Ov/06E5vqN6PGU4PbRUxs/Lf74cX1r8hY2bnhYnaDCUiABCwSsPfLarFQJiMBEiCBRBA48dBe+PG1STh0766WiuvZNRf/vnY3fPzQFOy6Q0dLeeJL5ICrsgCu6gYDPXF2TLBB5C4vgDo1/lj/QWjLS/JyccNRh+GLSy/DAcN2DE0QLkbEwIzyK8QJEJEvKyrKHpcT7vI8uCtyxRFKohfgFtGxMmlXtfTf7Lf5Ga4vGqdOQ5kyE0fATOM/MCPk0xen5bqrRElZ+uNRo95Cd3rmd8F9O12PV8c+gpElOwQUmsBDaYchuiaMYahFAx+v+wb7vH0qLvnyZmyo3gydWX965Vzs9uGhuOe3x1Dnke1Pldk26Uu1NUcoy5GFv/Y4Ex+NegsD8rZLWAdWVK/C6YvOwdSFJ2Fh5aKQcv+oXYtzlszAIQuOxTdlXrGvkESMIAESSBoBCoElDS0LTmcCFAJL/Oi/99l6nD97ARYsLgspPC/XiRmnDcSM0wcgL9c7M6szi0+/vQyXzfkGv69P5nIDj1cJWESrjCVLalhaMCJDOhEYIerCDlEBDhL/UtExjQsjvOWUik/dcwwuP3wflBY1KJi+v2gRLn3pRfz0R6CastlAEfESZWFVHG5YaiXXZH9/Q4FX97j3JVUjWdMYasPVomVgGKRmJ+WiaBX4VXt9eQK7k5BjVS0WZV9be/wbysaSJ5BZQJ+gTkKNiFh5zL5ISw1lY8kTRuAtLyMX5w45AdMGH4fcDK/4ld5nz61+HbMX/RNrazbE19VGzNSp8tQI5/rITxnys7PRviQHf9SsjVynMsuTsckOL9Z2QIfJuEJUfHvn9oxchs0rqq57syzxuXf1w+KQWNfKOLL0EFzb7woUZxbZrJHJTQIUAjNJ8NMKAToAVigxDQnYJEAHwCYwi8ldLg8eeG45rrjzZ2zc4hW7Ou7AHrjx4qHo2TW8AFJldT1ufvxH3PDYj6iX/EkLDhecYqA7xYCMO0Qx8v1lNnIOJg7pjxuPOxA79Ar/lMTlduPhjz/GVa++gvKaGilGGKiRayrm+gsOPBDnQJSOoWrHavgrNn0KUa1Gb4CxHJjFZ6BDBNIaHIrABAk6zlBHSFR4M22sc9H+qnKvT7jLI4a1R2b9VTE5fJAOq1NjqD17UxzVZwr+MfxsdMvvFDZLZX0V/vnrw7j710ehRrCd4HewpFpPjSxhE8ckImdfwY58dQYtMlBm6gj40g/NH4Rr+l6O3UrG2GmmpbTvbZ6HE38+01Laxoku7S1KxPI0giE+AnQA4uOWrrmoBJyuI89+k0AKEsjIcODsY/vi2AN64NGXVmDsiPYYO7JD1J7k52Zi5pkjUFvvxk2PL4yatkkXPRmylKQAjvyysLPHUcvOrRSzWgxrK8ZzvRji5TJzLWm7lBThtRmnRS06w+nEGePHo11xFs548mFAjcEws9vBhegMtBj7avSr4m+9/FTI0pKowSNLT6pyxfgXo1TUiJMWdIlPhTh7xRXWHQ1pv6dM8qlCsFs4a3+iBklTK8uC5EmHct6980jMGXtF1Byq1vv37aejxlWDe5f9O2raxheN5TrqNcn7C0FPIxonDDx3qFdmMSizchkf37i8sevzyHIm512Zane1xUaFJuOLwaFMGEMCySIQ669gsupluSRAAiQQNwE1Zs8/qb+t/O2LvUs2bGWKK7EYcjaDQ5fd2MqmxmI28jLCP/UIV31hTo4sBbG+JMMoQ4x6NYRthcDlNLYy2klsC5avYMlj9wVx7Yv0vySzxHLjSrKKLaf1J1TOavwnNeg9463D6YjhzCW1HSycBEigNRDgX4HWMApsAwmQAAmQAAmQAAmQAAk0EwE6AM0EmtWQAAmQAAmQAAmQAAmQQGsgQAegNYwC20ACJEACJEACJEACJEACzUSADkAzgWY1JEACJJBwAsb2PAkvlQWSAAmQAAm0cQJ0ANr4ALN7JEACwIrVlXjq1VVtDsWqLVvw2vcUUUr2wH667lt8tfHHZFeT9uU77L0Jn/a8CIAEmkKADkBT6DEvCZBAqyZQWVWPmXf9jMEHvIdvf6ywribbhF65Y24xGabwePJIMa7sChz/0IM4+O678OPq1WEKboga2b0vehS3b4iIdeTbZdL/kMHSrpMeUa8NUKCNVUdTrid91xyzcR5s9WzGAe+ehemfzcIflevNC2E/x3ccg4KM/LDXIkU64tk2NYpIWKR6NH6fTuOR4YikfxAtp7VrIwp3RJes8FoJ0UrIc+ZhfMnu0ZLwGgmQQAIJ0AFIIEwWRQIk0DoIqDrrkzLjP2j/9zDrnl9QXSN708te6O6yArh1b3sLzcwUzYHzjxuMzx7ZDweM6xEjh1miCGjJ/ux+ozlGLvOypyof7so8Q2nXjIv6KWJgztINyGi3zUg2b/Fi7HHTjbjg2Wewsbw8bNZuYvx/fv71uHjPg5GTEWXLSdPwl1LclblwrSuFW/bdN3vYcBBYjf+q6FcFHAcmSeBx98IOuHevv+Hhff6B3kVdLJXscTnhLs8RrQbZ39/Uz4rV1AzZnrWwyq8+/Pzyt7HbG8fhth8fRbXs9x8u7Nx+OD6ZOBfH9DjEq+0QLlFAXJYjE9O2Px5v7/sA9uo6NuBK5MOirALMHHIhnhtzH3YsHhw5YcCV7rldcM+I2Xhi9J0BsYk/7JHTDfNHvWUIemU5rGkNqArwR5Jn1+LRiW8QSyQBEghLgErAYbEwkgSaRoBKwE3j15Tc3/28FWdf9T0+/25z5GJEcdepyrCZ4QWr9t+9O245f2ds37thT/d3Pv8DF93+JX5a5jW6vYWrBal70ovhL4JRzmxRZ/WpzUauPNoVKS9b1HdVpddbrE8Q1lePtrtYhMYKRDhMr4cJxbm5uPyAA3H2xIlhrnqjVmzegCvffhYvL/hf2DQecZJcW6XvgRoA0r+Mkq3StghaAqq2K0rIjgxta3JCbkYWzt31MJwz5jDkZ3l1Harra/GvH17AHd88g8r6BhEqdcKUkRr7XlEzdXp80MRJMZSOVe03iLOv3U63V204ysx8z/wuuHan87F/j/ERO/vd1oW48qdb8MXmb8OmmdJ5ImYOvgD9Cnr7r7+7+lNc+e0/sbRspT/OPHDCiRP6H4y/DTsdpbnepzlu6eAzq17B7F/uxobaTWZS/2euMwfTtztZ/p0kuhG5/vjmOFhRvQrXLL8Rb256J2x1OxWOMBSJRxUND3udkfYIUAnYHq90T00HIN3vAPY/KQToACQFq6VCdzzkffy4uMxSWuhMujoCPqN9SN9iw/CfPLZ72Pz1oiZ874uLMfO+77CtwmcIyyxxRo7MEsdU1w1bZPhIUdM1nABxBvwORmGF1/i36GC8fd75GLvdduHL98V+smwR/v76U/jhjxVGjDFLvrVIFH1VYMxnLDcqwZFXJe3YJs6TbxpdnBJHrjCMYiw3KiKu08MHj8PVE0+UZUylYfOvqdyIa794BM/88q5x3XgKo097qlXILHxfEGLoi2OQK8xNxyBsTQ2Rqt78y+Fvoji7sCEyzNHLf7yNWT/fid+r1xhXBxX2xzVDLsaE0l3DpBa9Lnc9Hl78Am758RFsq/M+0RnXeRRmjToPO7QbEDZPeX0Fbl/yIB5c9hRqPd578/Bu++Efg85D9zxrT0nCFpyAyE+2fo6Zy2ZjYeUio7Ru2V1wWe+LcHjpweKARRibBNSbbkXQAUi3EW9af+kANI0fc5NAWAJ0AMJiaZbIvnu/Iy/9VtmoS4w+Mfiys5wo++wwZGbGXhn5f1+uwgEXvg3ojLyo+CYrODutl7bVwpkvDobNep4/+2zsO2RozKa53W70/dvl2FIt70hUyNp1VaWNFZz1yOonM9Rqu8mTgWTbcFO22xlPHXlprFYZ18944xa8tORDeOpk+YnbQl8kl7PjZq8Dly1PMSw6WGZjvjtkLrrmhXdKzDT6WeWqxhMrXkBhZgGO6XmwpXX4G2u24NElL4nRPxD79dgjsLiIx8sqVuI/v78ia/33wOj2IyKma+4L+qTiufVzsbl+C07qcpwtFevmbmuq1kcHIFVHrmXaHWUhaMs0iLWSAAmQQPMScMAjS10yMjIsGf/atuLCLDhlmU6ygxqjGSUWn2bE2Rin04k8Vwk2l9uZiZW570hLgeJsR7RsnQraRbscdK1zbkfvkp+g2BgnwtmRG2FpU4ysVi/r8psz+x1vNbmRrmNOO1y0wym28vQt6IW/bz/dVp7mSOx0OHFM5yOaoyrWQQIkYIGAtekRCwUxCQmQAAmQAAmQAAmQAAmQQOsnQAeg9Y8RW0gCJEACJEACJEACJEACCSNAByBhKFkQCZAACZAACZAACZAACbR+AnQAWv8YsYUkQAIkQAIkQAIkQAIkkDACdAAShpIFkQAJkEDqEfhg0SKsL0vui8bNReX38vV4d0V4bYNkteHF5f+F7nDDQAIkQAKpRIAOQCqNFttKAiQQk8DeY2NvyRiuEDv5BvQoQY9OBeGKSWicKvCGV96NXk1pYSF26BZey8DM+euG9TjugQdw6D1zUOdQvQEbwS2qylVeIS4bueJKqnvt79F7h6h5VQDspi+fwK7PnIalFcslrT0xMk+NagXEF67+7h5Mfud0fLb+u/gKYC4SIAESaAECdABaADqrJAESSB6Bh64bhWduH40+3VXMKnboUpqDh2ePxNw5Y2In9qVoX5SLbx/6Ey45didkW9AN0Gx77NgNr95wEE6YPMhyPUfsLO066zzsPXiwpTwZsqWnKgB/efk/0L1d+K0zt1VX4YqX52LM7Nl4Y8EPRrmGGFqeqOiKAJmV0KWkCHdOugDXTToZJTnWHKFBHXvi8UMvwbmi4pudYW0H6t17DsX7f74JU4dOiNisF5a8j7HPnI6bv34SNS5RURZBMkdhJSDKxFZCpjMDZw08Bv8ed3NEka1Y5fyw+Rcc+t50nPHJlVhZ4RX7ipWH10mABEigJQlQCKwl6bPuNkuAQmAtP7TVNS7c+shSXH/fYlRWu0IapMJfF57SH5edORCFBdYM0pBCJGLZH9tw6f2fYO5Hv4a7jN5dijD7jN1w5MQGBdevFq3DJf/6CJ/+GN5YHDmgFDdP20OchoZZ/Ld//BGXvvQilq5fH7aefYYMwfWHH4Htu0RWff33Z5/hqldfwfpyr7ps44L86rnGjLjqAuhMeoM+QE5mJs7Zbw9cdOBEFOZ6nwBsqirD9R/9B49+p0thQmfe2+UW4O/jjsUpIydDjW0Ny7asxZUfPIbXF39hnDf+X++SzqL6+2ccMmhs40v+8x82LMWMj+7Gl+t+8sc1PvDUZYgSsLQzgiDYPv1G4dq9TsbADj2MrLqU58lfX8P1P9wPFeGKJ2Q7szB98J9w4dCTxdERMTIGEmgmAhQCaybQbaQaOgBtZCDZjdZFgA5A6xmP1euqceltC/HEy6v8jTp83264ZcZQ9OtpbfbanzHKwbzvfsfF93yEH37daKTKz8nEJcfthPOnjkRudngH49n3F+PyBz7FqvVeg7xzuzxcc9pYnDh5MJzOBsPbrLbO5cL98+bhhrfexLZqmbGXMKBzZ1x/2OGYvEP0ZTKfLl2K/f55p1lU1E+PW8TR1Amo03Z723HY6GG49pj90ae0fdi8P61fgcvffwQfLvc+VcgQ4adTR03B33Y/Gu3zisLmmb9iAS577xEsXL/cuJ6flYMLxh6BaaMPRm5m9GU5Qx4/Bhuqt4YtNzDS79RUa3nevmwvBv+18vRi7+1GBSb1H5fVVeDWHx/B/b88B5cn1Hn0J4xyMHPENEwTR4CBBJqLAB2A5iLdNuqhA9A2xpG9aGUE6AC0sgGR5nzx/WY8Nnclpu7XHXuOie89gVi9crs9eOK/P+PnFZtxzhEj0L00toNRVVOPe+Z+j5o6t+QZjqL86IavtmGjzODf/f776NauBKfsPg5ZomIcK7wpy32OlTX/doKn3glPXRaOHjsCD516gqWsby75Hz5Y9p3M+E/B4NJeMfO43C48teB9LN602jD8uxaGdzAaF9TtwQNRL3mtBn1PVxWfO+UXY8Gpj/mfRkTL//DiF3Hp17dFSxLx2vlD/oxLh58Z8TovkECiCdABSDTRtl1e+Gmptt1n9o4ESCANCYwZ3h76L5lBZ+1P2m+IrSry5EnBRcfsZCtPR3nJd+bBB9vKE09iR6Ybjswa9OpUbDn7/gN2gf6zGjJkWdCJw/exmtyfTl8OthPkgQQcubUoKcy2ZPxr2V3zkuMo2mk305IACZBAMgjwJeBkUGWZJEACJEACJEACJEACJNBKCdABaKUDw2aRAAmQAAmQAAmQAAmQQDII0AFIBlWWSQIkQAIkQAIkQAIkQAKtlAAdgFY6MGwWCZAACZAACZAACZAACSSDAB2AZFBlmSRAAiRgkYBuHzr+r89jzFnP4O0vvNthxsr6wuffY9Tfb8UBNz6Ib5f9Hit5k6+/990ybC73bjva5MISUMBHsn1ondua0FcCqmMRJEACJNDmCHAXoDY3pOwQCZBAKhBYvsYrIPbS/AYBscMufx1TxvTGTWePw/a9Qncs+kaM/RlPvobPlngdhSVrN2LCNXNwwh4746ojJ6OzKPRGCoO6dkVBTg4qamoiJQmO92mA6T76X/+8EcOn34t/HDsep08ehYyMlpk7Wm4IiD2O1xZ/DkeBU3Yokr09bYZRna0rMQ8u6Yf8jFxUuuw5P7pD0YgO1tSbbTafyUmABEggIQSoA5AQjCyEBIIJUAcgmAfPGgiUV9Xh5qe/wh3PfYva+vAGbGaGA2cfuiMuP3EXtCvMwdqtZbjq+bfx74++biio0VFhTjZmHDIJ0yePQ7Yo9oYLq7dswcxXXsGzX30Z7nJInIqBubbIFqB1DdoEQ3qV4sZT9sbeI/qFpE9WRHltFW777AX868vXUOsyZ/7FM8muM7b2dOiOoD6HJVIbOue1x2W7nIzjBu0Lp+4JajGsrlyHWd/9Cy+ueMdSjjGlw3HdqPMwvIN1R8NSwUxEAjEIUAcgBiBeDiJAByAIB09IIDEE6AAkhmNbK+Xf7/yMKx78DGs2VVrqWofiHOyxWyE+XPKTzNzXWsrTr1MHXH/cgThwVGQ9gv8t+w1/e/FFfLU8/JIjT30G3FuL4anKi1jn/qMH4OZT9kG/ru0ipknEhad+eB+z5j2JdZVbwhfnEK0C2d8fWfUI5whkOzNx1o6H48JRx6EwOz98GRZi/7dhAf7xzR34dtPPYVP3zO+CK0X999Dee4e9zkgSSDYBOgDJJty2yqcD0LbGk71pJQToALSSgWhFzXjjs2U48oo3bLXIUbQNGSXbbOUxE8+fOR0j+/YwT0M+PbK255kv/2c8EVizzVuHquW6y4rgKSuU9DqtHj3069IOC+45O3qiJlxVVeETXrrRWglOFxx5NUHLgg7ouzuuHnsG+hZ3s1ZGjFTK7Lllb+Ha7+/F2uqNRuo8WSJ0zpDjMW3Qn5CXmROjBF4mgeQRoAOQPLZtseTwz4nbYk/ZJxIgARJoQQIbtlTZrt3hDL9EyEpB68sqoiZzyHT5sbuMwcHDR2Dg+TegTJbZqPEPV0bUfIEXN2yz9iQjMI+d4w2VW60nd2fAU5EPT6Y8CZCnAafscBBunpRY50SZHd1vfxzYcyLuWfQfbKzZgvOGnIhu+Z2st5MpSYAESKAVEKAD0AoGgU0gARIggZYioC8GF9SXYuuWspZqQmLrrc+ER/5tV9QzseUGlFaQlY9Lhp0aEMNDEiABEkgtAtbfhEqtfrG1JEACJEACJEACJEACJEACYQjQAQgDhVEkQAIkQAIkQAIkQAIk0FYJ0AFoqyPLfpEACZAACZAACZAACZBAGAJ0AMJAYRQJkAAJkAAJkAAJkAAJtFUCdADa6siyXyRAAiRAAiRAAiRAAiQQhgAdgDBQGEUCJEACiSYwqHd7OJ2x99YPrNdTlxV4avk4N0t2wenc0XL6YX3i28ZyaO/48llt2PYdeopqrz1mZtmDS3uZh/wkARIgARJoRIAOQCMgPCUBEiCBZBDYdWhXfHrPVIwf3t1y8aN798ONRx+Gwd07W86jCsCfzToP/btYdwCe+duRmHXCnijMteZw5GVn4rKj98DrM4+13K54Eu7aczDeO/Em7N5zqOXso7sNxH9PuB6T+o6wnIcJSYAESCDdCFAJON1GnP1tFgJUAm4WzClbydz5S/H3+z/B8jXh997v3rEAs04fi+P23h4qPuVyu/HQ+5/j2pfexeaK8IJiQ3p0wY3HHYhJOwyIm8vaLRW46skP8cT730NEb8OGo8cPxbUn7okeHYvDXk9W5MuLPsXMDx7Hym3rw1bRvbADrpx4Ao4aMt5gFjYRI0mgDROgEnAbHtwkdI0OQBKgskgSoAPAeyAWgZpaF+584Vvc9NRXqKiuN5LnZGXggqkjcfGxO6EgL3Q2Xo3/2XPfxQPvfSZOgddCb1+Qh38cvi9OmzQGGc7EPNT95tc1mPHwu/jkp1X+buzUvytuOW1f7Dqohz+uuQ+q62txz5ev4vbPXkRlXY1RfW5GFs4ZcyjO3fVw5GflNHeTWB8JtBoCdABazVCkREPoAKTEMLGRqUaADkCqjVjLtXfNpkrM/vf/UC0OweUn7oI+XYpiNubn1etww8vvoUeHYlx80CSoE5CM8MLHP+HJD37AEbsPwfF7Dms1M+tryjfjpk+eRb3LhRnjpqJncXLfRUgGW5ZJAokmQAcg0UTbdnl0ANr2+LJ3LUSADkALgWe1JEACJJCmBOgApOnAx9ntxDwvjrNyZiMBEiABEiABEiABEiABEmheAnQAmpc3ayMBEiABEiABEiABEiCBFiVAB6BF8bNyEiABEiABEiABEiABEmheApnNWx1rI4H0IrDTTjuFfXFy5cqVqKysRGZmZtjr6UWpeXvrkhdH3bKtJtk3L3etjeybn7lZI9mbJJr/s76+3vg7379/fxEDTN68a1VV+C2Cm7/HrDEVCNABSIVRYhtTjkDfvn2xcOFCLFq0KGrb6+rqol7nxeQRIPvksY1VMtnHIpS862SfPLaxSv7ll19iJUnIdf39YSCBWAS4C1AsQrxOAnEQqKiogM7yRwqHHnoo9MfgrrvuwnbbbRcpGeOTQGDatGlYvnw55syZA/5QJgFwlCLPOussrFq1Cvfeey969eoVJSUvJZrA6aefjj/++AP3338/evRoOS2HRPcrFco79dRTsXbtWrzzzjvo2bNnUpuswoH6pEGfcDKQQDQCvEOi0eE1EoiTgG4DOnjw4Ii58/K8+7aPHz8eI0aMiJiOFxJPoKjIu8/+hAkTMGzYsMRXwBIjEigsLDSuTZw4Mer3I2IBvBA3Af2bpGHPPffEwIED4y6HGe0TyM/PNzKpYd6vXz/7BTAHCSSBQPIWoyWhsSySBEiABEiABEiABEiABEigaQToADSNH3OTAAmQAAmQAAmQAAmQQEoRoAOQUsPFxpIACZAACZAACZAACZBA0wjQAWgaP+YmARIgARIgARIgARIggZQiQAcgpYaLjSUBEiABEiABEiABEiCBphGgA9A0fsxNAiRAAiRAAiRAAiRAAilFgA5ASg0XG0sCJEACJEACJEACJEACTSNAB6Bp/JibBEiABEiABEiABEiABFKKAB2AlBouNpYESIAESIAESIAESIAEmkaADkDT+DE3CZAACZAACZAACZAACaQUAToAKTVcbCwJkAAJkAAJkAAJkAAJNI0AHYCm8WNuEiABEiABEiABEiABEkgpAnQAUmq42FgSIAESIAESIAESIAESaBoBOgBN48fcJEACJEACJEACJEACJJBSBOgApNRwsbEkQAIkQAIkQAIkQAIk0DQCdACaxo+5SYAESIAESIAESIAESCClCNABSKnhYmPbCoGSkhKjK0VFRW2lSynTj+LiYjgcDugnQ/MSMNnzvm9e7lqb/s1xOp0g++Znr/e9si8sLGz+ylkjCUQg4PBIiHCN0SRAAkkisGLFCixbtgwTJkxIUg0sNhKB5cuXQ/mPHz8+UhLGJ4mA3vOrVq3CHnvskaQaWGwkAr/99htWr16NcePGRUrC+CQRWLp0KdauXYvdd989STWwWBKwT4AOgH1mzEECJEACJEACJEACJEACKUuAS4BSdujYcBIgARIgARIgARIgARKwT4AOgH1mzEECJEACJEACJEACJEACKUuADkDKDh0bTgIkQAIkQAIkQAIkQAL2CdABsM+MOUiABEiABEiABEiABEggZQnQAUjZoWPDSYAESIAESIAESIAESMA+AToA9pkxBwmQAAmQAAmQAAmQAAmkLAE6ACk7dGw4CZAACZAACZAACZAACdgnQAfAPjPmIAESIAESIAESIAESIIGUJUAHIGWHjg0nARIgARIgARIgARIgAfsE6ADYZ8YcJEACJEACJEACJEACJJCyBOgApOzQseEkQAIkQAIkQAIkQAIkYJ8AHQD7zJiDBEiABEiABEiABEiABFKWAB2AlB06NpwESIAESIAESIAESIAE7BOgA2CfGXOQAAmQAAmQAAmQAAmQQMoSoAOQskPHhpMACZAACZAACZAACZCAfQJ0AOwzYw4SIAESIAESIAESIAESSFkCdABSdujYcBIgARIgARIgARIgARKwT4AOgH1mzEECJEACJEACJEACJEACKUuADkDKDh0bTgIkQAIkQAIkQAIkQAL2CdABsM+MOUiABEiABEiABEiABEggZQnQAUjZoWPDSYAESIAESIAESIAESMA+AToA9pkxBwmQAAmQAAmQAAmQAAmkLAE6ACk7dGw4CZAACZAACZAACZAACdgnQAfAPjPmIAESIAESIAESIAESIIGUJUAHIGWHjg0nARIgARIgARIgARIgAfsE6ADYZ8YcJGCJwMaNG3H55Zdjv/32Q//+/ZGfn48ddtgBRxxxBG6//XbU1tZaKsflcuGhhx7CPvvsgz59+qB9+/aYMmUKrrnmGnz55ZeWymAiYP/994fD4cDdd99tGQfZW0YVMeHSpUtx+umnY9SoUSguLsbQoUON80ceeQQVFRUR8/GCPQKffPIJMjIyUFpaaisjx8cWLiPx66+/juOPPx5jxowx/h536dIFEyZMwFlnnYVvv/3WcoFkbxkVEyaDgIeBBEgg4QTuvPNOT7t27TzynY34b9CgQZ73338/at2rVq3yDBs2LGIZmZmZnieeeCJqGbzo8cyZM8fP8K677rKEhOwtYYqa6Oabb/ZkZWX52Tf+Puy2226eTZs2RS2DF2MTUIbbb7+9wbljx46xM/hScHwsozISisHukYmYiPez3t/ihHnOPfdcT3l5edTCyT4qHl5sBgIOrSMZjgXLJIF0JfDkk0/ihBNO8HdfZ57Hjx+P7t27Y8mSJXjxxRexcOFC43peXp4xi6+zoo3Dtm3bjHzff/+9cWnkyJE4+OCD0aNHD8ybNw8vvfQSqqqqjFltMWoxffr0xkXwXAg89dRTOPHEE+F2uw0eyuqvf/1rVDZkHxWPpYs6w3/qqacaaXNzc3HMMcdADH6sXLkSr732Gr777jvj2o477oh33nkHOovKYJ+A3qv6dPB///ufkVkcAGzYsCFmQRyfmIiCElRXVxsz/j/88IMR37lzZ+MpgP7trqysxFdffWX8ramvrzeu//nPf8Zjjz0WVIZ5QvYmCX62KIFmcDJYBQmkDYFff/3VU1RUZMwQ6cynGOkhfZelP55zzjnHP4skhr1H4xqHiy66yJ/m6KOP9tTU1AQlmT9/vqekpMRIo08Cfv/996Dr6X4iP8qeSy65xJiRkz+yfpZWngCQfdPunnXr1nnEuTWY6z36wQcfBBWo9/uxxx7rH5Np06YFXeeJNQKy7MczZMgQP0e9z608AeD4WOMbmEomWPycZQmmR5Z4Bl42jmX5j0ccWX+65557LiQN2YcgYUQLEUAL1ctqSaBNEpg9e7b/j/9ll10WsY8yS+TZZZdd/Gk/++yzoLT641JYWGhc7927d4jxbyZ+9dVX/WXMnDnTjE77zw8//NAzcOBAPxs7DgDZN/320XvfZH7vvfeGLVDer/B/B/Rel5nssOkYGUpAl5ecd955HqfT6eds8rbiAHB8QplGi6mrq/MUFBQYrOUdLM+aNWsiJn/55Zf9YyLvf4WkI/sQJIxoIQJ0AFoIPKttmwR0Zsj8IV62bFnUTt5www3+tPfcc09QWjWazHLUqYgW9F0CTdutW7ewTxKi5W1r12SZj0dnk+VlXz+/wYMHBz1xifUEgOybfld07drV4K9Pwxo/uQos/emnn/aPk7ycHXiJxxEI6GRBv379/NzUCVCj0mRuxQEw03J8IkBuFP3pp5/6eZ988smNrgafqmNrOguyTCj4opyRfQgSRrQQAe4CJJYTAwkkioD8ccfYsWMhRjlk5j5qsWKw+6/LC6f+Yz2QHxz/+eTJk/3H4Q50/a+GP/74A/JScbgkaROn6/zFmdKJDaPPp512mrE2d8SIEX4GuhNQtED20ejEviaOL2SG1Eg4ceJEZGdnR8y09957G++waAJ9d4YhNgF9f+K3334zEup7Re+++y6uu+46yDJAIy7W/c3xic24cQp9z2Lfffc1dnHbeeedG18OOheHDPp+gIb169dDHGD/dbL3o+BBKyDg/YvRChrCJpBAWyDw6KOPWu6G+RKkZhg+fHhQPpnlM871x6TxtaCEchJo3C5YsACxHIbG+dviuTK48sorMW7cONvdI3vbyIIymPw0Ul9cjxY6deoEdYRXr14NvXcZrBHQF30vvPBC42V23VrVTuD42KHlTat/T6z+Xd26dSvU0NegE0E5OTnGsf6P7P0oeNAKCPAJQCsYBDYh/QiUlZUFzXjqftKBQXcL0qA7/sjLxIGXQo4DnzT8/PPPIdfTKUIdJv2Rffvtt+My/pUV2Tftjlm8eLG/AFmq4j+OdGDev/qdUEeAIToB2RDAMDBl2Y+hqxA9dehVjk8ok0TG3H///f4nkI3/rpN9IkmzrKYSoAPQVILMTwJxEJg1axbWrl1r5FRRr0BDScWRVIBKg5WtEXUW1QyyH7h5mJafuvxh1113jbvvZB83On9GXS5hBt6/JonEfeq2qfLSdNwFcnziRhczoy7D1OVYGnQy4swzzwzKQ/ZBOHjSwgToALTwALD69COgy4REBMbouD6+f+CBB4Ig6CNkM6hOQKwQmEb3o2aInwDZx8/OzEmGJonW+cnxSc64KFfVfDH5yi5NIU8hzWvagsC/25FaFJiGf9sjUWJ8vAToAMRLjvlIIA4Csm0nzjjjDH/O22+/Hb169fKf64EuhTCDCijFCoFrTPkjEYtW9OtkH52PlatkaIVSy6Xh+CSevQoyHnrooX5xO1Fl9j8JCKyN7ANp8LilCdABaOkRYP1pQ0Bn/o888kiYSpFXXHGFXyk1EELgmn8zbeD1xseBaaw4DI3z87yBANk3sIj3iAzjJdc8+Tg+ieWsqsu6m5VojxgF6zstb731VtgZfrJPLHuW1jQC3AWoafyYOw0I6MyOuSY/XHcnTJiAGTNmhLvkj7v66qtx1VVX+c9FtCvo3H9BDgLX96r8fKwQmEZUV2MlT6nriWBvp8Nkb4dW+LRkGJ5La4nl+CRuJHTDAF32Y24coO9y/d///V/QO12BtZF9IA0etzQBOgAtPQKsv9UTeOONN/yz9uEaK2I64aKNOJ2d1xfBHnnkEeM8IyMDc+bMwVlnnRUxT2B5gS+NRcoQmMbuloCRymwt8U1hH08fyD4easF5Au/BwHszOFXDWWCawLwNKXiUSAKBjAPZR6ojME1g3kjp0yVedxs75JBDjL3+tc+qD/D6669H3bghkF8g10jMAtME5o2UnvEkYIcAlwDZocW0JGCDgP7xPuCAA/zGv6hDYu7cuVGNfy1eX/xSgR8NK1euND6j/S8wjQqRMcRPgOzjZ2fm7N+/v3lo6/5VISvd354huQQ4Pk3n+9JLL2GvvfbyG//6d16XAMXa9Yrsm86eJSSOAJ8AJI4lS2qjBMzHu5G6p4Z946DrQlWh1xT7UrEjfQE4loqkWc7QoUONPdHViVA1ycCtPs005mfg3tK77LKLGd0mPuNh39SOk33TCCo/M8Qav7q6OixfvtxIrttb8h0Wk1zyPjk+TWN73333Ydq0aVDVcQ1/+ctfcNddd0Gf7sYKZB+LEK83JwE6AM1Jm3WlJIE+ffrYaveWLVsM1UjT+B82bBh0KUvj3X6iFap72b/77rtGknnz5hkvD0dKP3/+fP+lpuyB7y+kFR3YZZ+IppN90yiqMrXuTFVTUwO9d6OFL774wkinadravRut3y15jeMTP33dyEENfo/HA9UcueWWWwxFZqslkr1VUkzXHAS4BKg5KLOOtCKgPxDffPON0WedkddHw3aMf8141FFH+Zk98cQT/uPGBytWrPDvPjF69OiYj6Ab5+d5KAGyD2ViJ0ZfdNxvv/2MLAsWLPB/F8KV8fjjj/ujDzroIP8xD5JHgOMTH1u9l3ULZzX+VeRLnYELL7zQVmFkbwsXEyebgNzMDCRAAgkiILP2HvnOGv9k2Y9HlCHjLlmWCxnlyEyTR5yAkHJkz3/Pvvvu66/vueeeC0nDCC+BBx980M/p7rvvjomF7GMiippAlrv5eYsT7Nm8eXNIenlh0iPbIhrp5CmZR5ZUhKRhhHUCPXv2NFiWlpbGzMTxiYkoJMH48eP997Ts6hZy3WoE2VslxXTJJuDQCpLtZLB8EkgHArW1tRg+fDgWLVpkdFfFYAYOHGip61OmTME555wTlFZ3mdh99939M07XXHMN/vSnP0F+6PH555/j8ssv9y+xGDt2LD7++GNjZiqoEJ4YBB566CGcfvrpxrE4AJg+fXpUMmQfFY+li7o9ou6HrmHkyJG49dZbjft548aNeOGFF3DxxRdD3wHQ2dRXXnkFBx54oKVymSg8AX3KuGrVKogD4H85NXxKbyzHJxqd4Gv6pOqkk04yIvV+1SdcugTISnjsscdCXm4neyvkmCbpBJLtYbB8EkgXAmLs+GeI5Itr6/i0004Li+mZZ57xyEvGQWWZs6ZmHQMGDPDIi8Jh8zPSS8DuEwDNRfZNu3vE0PdMnjw56r2r97CoYTetIuY2CNh5AqAZOD7WbxyZYAm6j82/vVY+ZZe2kIrIPgQJI1qAAN8BkG8wAwkkgsCPP/6YiGKCyjj66KOhs9G6vt/cZUJnTTVkZ2fj/PPPN67rrB9DYgmQfdN4dujQAW+++SYuu+wy6LEG897VY931R/dN13uYofkJcHysM1+4cKH1xBZSkr0FSEySdAJcApR0xKyABBJDQNb849tvv4W++Lvddtth0KBBaGvKv4khlfhSyL7pTH/77TfjhWDVWtDlcaqaqsspGFoHAY5Py40D2bcc+3SumQ5AOo8++04CJEACJEACJEACJJB2BDj9knZDzg6TAAmQAAmQAAmQAAmkMwE6AOk8+uw7CZAACZAACZAACZBA2hGgA5B2Q84OkwAJkAAJkAAJkAAJpDMBOgDpPPrsOwmQAAmQAAmQAAmQQNoRoAOQdkPODpMACZAACZAACZAACaQzAToA6Tz67DsJkAAJkAAJkAAJkEDaEaADkHZDzg6TAAmQAAmQAAmQAAmkMwE6AOk8+uw7CZAACZAACZAACZBA2hGgA5B2Q84OkwAJkAAJkAAJkAAJpDMBOgDpPPrsOwmQAAmQAAmQAAmQQNoRoAOQdkPODpMACZAACZAACZAACaQzAToA6Tz67DsJkAAJkAAJkAAJkEDaEaADkHZDzg6TAAmQAAmQAAmQAAmkMwE6AOk8+uw7CZAACZAACZAACZBA2hGgA5B2Q84OkwAJkEDqEKipqUmdxrKlJEACJJAiBDJTpJ1sJgmQAAmQQAIJPPzww/j5558tl5iVlYWcnBzk5eWhe/fuGDRoEEaPHm05v5WEixcvxqOPPorvv/8eK1aswPLly7F161a0b98eAwYMQP/+/bH99tvjlFNOQd++fa0UaTvNNddcgwULFqBDhw649957bednBhIgARJIBQIOj4RUaCjbSAIkQAIkkDgCBx54IN54440mFThw4ECcfPLJ+POf/4yePXvGVZbb7cbTTz+NBx54AB9++KGlMtQZOemkk3D55Zcn1BFQHspFgzo5v//+u6X2MBEJkAAJpBoBLgFKtRFje0mABEiglRDQGXs1wvv06YMLLrgAdueTNmzYgP333x8nnHCCZeNfu15XV4cHH3zQeBpw2223JYSGPnE444wzElIWCyEBEiCB1k6AS4Ba+wixfSRAAiTQygnoLP4dd9yBqqoqy8tmPvnkExxzzDFYtWpVUO8cDoextEiX/PTr1w9dunQxZuKXLl2KL774AitXrvSnV0fgoosuMpYl/eUvf/HH2z1YvXo19tprL+gnAwmQAAmkAwE6AOkwyuwjCZAACcQgoGvvDzvssIipXC4X9IXc8vJy/Pbbb3juuefwxBNPGHFmpvvuuw+HH344pkyZYkaF/fzuu+8wadIk1NbW+q9nZGTg2GOPxaWXXooddtjBHx94oAa/tvO6664z3g8wr02fPh1FRUXGkwQzzuqnvm8wdepUqIPBQAIkQALpQoDvAKTLSLOfJEACJBBAoPE7AM8++6xhCAckiXn4+eefY/Lkydi2bZs/7ahRo/D111/7zxsfVFdXY+edd8bChQv9l9q1a4e33noLu+66qz8u2oEuHRo3bhx++eUXfzJ9L+DXX3+1/C6COh/XXnstbrjhBmNJkb8g3wHfAWhMhOckQAJtiQDfAWhLo8m+kAAJkEAzElCDfc6cOUE1fvPNN1F3F5oxY0aQ8a+77bz77ruWjX+trLS0FG+//Ta6du3qr1ufDtx5553+82gH6rioozJr1qywxn+0vLxGAiRAAm2BAB2AtjCK7AMJkAAJtBCB4447Dr179w6q/f333w86N0901v+uu+4yT41P3WpTnwjYDboN6NVXXx2U7f777w96GhF0UU4qKytx4YUXYvfddw9yQjTdiSeeaLzM3DgPz0mABEigLRKgA9AWR5V9IgESIIFmIqBr93U2PTA0frHXvPbkk0+ah8bniBEjcNRRRwXF2TnR7Uc7derkz6JLkfTdhEhh7ty5uP3226EvLZshPz/feHLw+OOPIzs724zmJwmQAAm0aQJ8CbhNDy87RwIkQALJJ9C5c+egSnQ3oMZBtwh96qmngqKvuOIK6K4/8Ybc3FyocJcKmu2xxx7Gv8BlQbHK1ZeVdQmTCowxkAAJkEA6EaADkE6jzb6SAAmQQBIIBL6Mq8UPGTIkpJZPP/0Uy5Yt88dnZmbG3C3InzjKwdlnnx3lavhLqj2gzsduu+0WPgFjSYAESKCNE6AD0MYHmN0jARIggWQS0O1Bf/jhh6Aqhg0bFnSuJ/Pnzw+KGz16NAoLC4Pikn0ydOhQQ0tgl112SXZVLJ8ESIAEWjUBOgCtenjYOBIgARJo3QRmz56NTZs2+RupS3rC7ePfWGRLX8Rt7jBy5MjmrpL1kQAJkECrJEAHoFUOCxtFAiRAAq2bgL5I+5///MdYgx/Y0tNPPx3FxcWBUcZxYwdA99lnIAESIAESaBkCdABahjtrJQESIIFWRUCX8uhe+pGCCnj9/vvv0B1+Fi9ejLvvvjtkK03dkefGG28MW0RjByBw956wGRhJAiRAAiSQNAJ0AJKGlgWTAAmQQOoQ0P38mxpuu+02tG/fPmwxqt4bGEpKSgJPeUwCJEACJNCMBKgD0IywWRUJkAAJtEUCuh3nww8/jBNOOCFi91TxNzBs2bIl8JTHJEACJEACzUiATwCaETarIgESIIG2RKC0tBQnn/z/7d2/S1V/GAfwz1crCBrMpiCEloJyykkQag2aChsaQkgoo6mhlrYWF6fAmmooaozAGhKkraU/oAhtcHCpRgcR7Pu50P126nqffnjx2+PrgnTPeTzn3uf1QPjWc89noly9erUcPny4a2vf35//06dPXb9fkQABAgR6JyAA9M7WmQkQIPDXCNRFsbotiLV79+7Wh3vrpTuHDh0qIyMjre//2YW8Dh482LD4/pKgRtEGAQIECPRUQADoKa+TEyBA4O8QuHTpUhkfH+/Zm/3+rj/v3r3r2Ws5MQECBAh0F/AZgO4+qgQIECCwBQKnTp1qnGVhYaHUOw/96WN1dbVMTU2VJ0+elJWVlT89neMJECCwIwQEgB0xZk0SIEBgewXqwl/1MwNfH/VDwG/evPm6+dv/Pnv2rNy7d69cuHCh1L8y1MW+ut3O9LdfyIEECBBIJCAAJBqmVggQIPB/Fejr6ytnzpxpvL36W/s/fTx69KhxiuHh4VI/r+BBgAABApsLCACb26gQIECAwBYKnD17tnG22dnZ1qJijZ2/sFEXJXv58mXjiCtXrjS2bRAgQIDAjwICwI8m9hAgQIBADwTqXwBGR0fbZ66X6ly/fr29/StP1tbWyvnz58v6+nr7sOPHj5exsbH2ticECBAg0FlAAOjsYi8BAgQIbLFAvWXonTt3Sr0c6Otjbm6uXLx4sdQf6H/lUT/4+/r168Yh165da2zbIECAAIHOAv/9L9y5bi8BAgQIENgygbp+wOTkZON8Dx8+LHUdgvfv3zf2d9pYXFws586da608/G29fgj48uXL3+7ynAABAgQ2EbAOwCYwdhMgQIBAbwRmZmbKhw8fyvz8fPsFXr16VY4ePVpOnz5d6poEx44da60u3N/fX5aWlsrbt29LvXXo3bt3f/hrwcmTJ8uDBw/Kzy5K1n5RTwgQILBDBQSAHTp4bRMgQGC7BPbt21eeP39eJiYmyuPHj9tvY2Njo7x48aL1VXfWH+h37drV9baeNSg8ffq07Nmzp30eTwgQIECgu4BLgLr7qBIgQIBADwTqrTrrLTxv375dDhw40PEVaiDY7J7+AwMDZXp6urWWwP79+zsebycBAgQIdBYQADq72EuAAAECPRaov+G/detWqbfzvH//fjlx4kT4inUxsRs3brQuC7p582bZu3dveIxvIECAAIGmwD///oZlo7nLFgECBAgQ2B6Bz58/l+Xl5dZXDQYfP34sQ0ND5ciRI62vwcHB7XljXpUAAQKJBASARMPUCgECBAgQIECAAIFIwCVAkZA6AQIECBAgQIAAgUQCAkCiYWqFAAECBAgQIECAQCQgAERC6gQIECBAgAABAgQSCQgAiYapFQIECBAgQIAAAQKRgAAQCakTIECAAAECBAgQSCQgACQaplYIECBAgAABAgQIRAICQCSkToAAAQIECBAgQCCRgACQaJhaIUCAAAECBAgQIBAJCACRkDoBAgQIECBAgACBRAICQKJhaoUAAQIECBAgQIBAJCAARELqBAgQIECAAAECBBIJCACJhqkVAgQIECBAgAABApGAABAJqRMgQIAAAQIECBBIJCAAJBqmVggQIECAAAECBAhEAgJAJKROgAABAgQIECBAIJGAAJBomFohQIAAAQIECBAgEAkIAJGQOgECBAgQIECAAIFEAgJAomFqhQABAgQIECBAgEAkIABEQuoECBAgQIAAAQIEEgkIAImGqRUCBAgQIECAAAECkYAAEAmpEyBAgAABAgQIEEgkIAAkGqZWCBAgQIAAAQIECEQCAkAkpE6AAAECBAgQIEAgkYAAkGiYWiFAgAABAgQIECAQCQgAkZA6AQIECBAgQIAAgUQCAkCiYWqFAAECBAgQIECAQCQgAERC6gQIECBAgAABAgQSCQgAiYapFQIECBAgQIAAAQKRgAAQCakTIECAAAECBAgQSCQgACQaplYIECBAgAABAgQIRAICQCSkToAAAQIECBAgQCCRgACQaJhaIUCAAAECBAgQIBAJCACRkDoBAgQIECBAgACBRAICQKJhaoUAAQIECBAgQIBAJCAARELqBAgQIECAAAECBBIJCACJhqkVAgQIECBAgAABApGAABAJqRMgQIAAAQIECBBIJCAAJBqmVggQIECAAAECBAhEAgJAJKROgAABAgQIECBAIJGAAJBomFohQIAAAQIECBAgEAkIAJGQOgECBAgQIECAAIFEAgJAomFqhQABAgQIECBAgEAkIABEQuoECBAgQIAAAQIEEgkIAImGqRUCBAgQIECAAAECkYAAEAmpEyBAgAABAgQIEEgkIAAkGqZWCBAgQIAAAQIECEQCAkAkpE6AAAECBAgQIEAgkYAAkGiYWiFAgAABAgQIECAQCQgAkZA6AQIECBAgQIAAgUQCAkCiYWqFAAECBAgQIECAQCQgAERC6gQIECBAgAABAgQSCQgAiYapFQIECBAgQIAAAQKRgAAQCakTIECAAAECBAgQSCQgACQaplYIECBAgAABAgQIRAICQCSkToAAAQIECBAgQCCRgACQaJhaIUCAAAECBAgQIBAJCACRkDoBAgQIECBAgACBRAICQKJhaoUAAQIECBAgQIBAJCAARELqBAgQIECAAAECBBIJCACJhqkVAgQIECBAgAABApGAABAJqRMgQIAAAQIECBBIJCAAJBqmVggQIECAAAECBAhEAgJAJKROgAABAgQIECBAIJGAAJBomFohQIAAAQIECBAgEAkIAJGQOgECBAgQIECAAIFEAgJAomFqhQABAgQIECBAgEAkIABEQuoECBAgQIAAAQIEEgkIAImGqRUCBAgQIECAAAECkYAAEAmpEyBAgAABAgQIEEgkIAAkGqZWCBAgQIAAAQIECEQCAkAkpE6AAAECBAgQIEAgkYAAkGiYWiFAgAABAgQIECAQCQgAkZA6AQIECBAgQIAAgUQCAkCiYWqFAAECBAgQIECAQCQgAERC6gQIECBAgAABAgQSCQgAiYapFQIECBAgQIAAAQKRwBeuL1uhiYdTPgAAAABJRU5ErkJggg==" width="384" /></p>
+<p>Display node expression using hexbin.</p>
+<pre class="r"><code>hexpress(xy=xy, exprmat=exprmat, feats='Nanog(Gd156)Dd', pcomp=1:2)</code></pre>
+<p><img 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" width="384" /></p>
+<p>Display color bar.</p>
+<pre class="r"><code>col &lt;- maPalette(low = 'blue', high = 'green', k = 11)
+
+par(mar=c(3 ,7, 3, 7))
+  image(t(as.matrix(1:11)), col=col, axes=F)
+  axis(4, at = c(0,1),labels = c('low','high'),line = 0.25, las=1)
+  mtext(side=2, text='Expression',line = 0.5)</code></pre>
+<p><img 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" width="288" /></p>
+</div>
+<div id="classification-and-surprisal-analysis" class="section level2">
+<h2>Classification and surprisal analysis</h2>
+<p>Fit multivariate Gaussian Mixture Model (GMM) with unconstrained co-variance.</p>
+<pre class="r"><code># Fit multivariate gaussian mixture model
+xyzMc &lt;- Mclust(pcEdge0i$x[,1:3], G=4, modelNames = 'VVV')
+# obtain density
+xyzMc.density &lt;- densityMclust(pcEdge0i$x[,1:3], G=4, modelNames = 'VVV')</code></pre>
+<p>Display total variance.</p>
+<pre class="r"><code># total variance (trace of covariance matrix + and sum of across remaining off-diagona covariance matrix)
+GMMvar &lt;- rbind( apply(xyzMc$parameters$variance$sigma, 3,
+                       function(x){sum(diag(x))}),
+                 apply(xyzMc$parameters$variance$sigma, 3, 
+                       function(x){sum(abs(x))}) - apply(xyzMc$parameters$variance$sigma, 3,
+                                                         function(x){sum(diag(x))})
+                 )[,c(3,1,2,4)]
+rownames(GMMvar) &lt;- c('Trace','OffDiagonal')
+
+# Plot results
+par(mar=c(4,4,.5,.5))
+barplot(GMMvar, las=1, names=1:4, xlab='Cluster', ylab='Total Variance')</code></pre>
+<p><img 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" width="384" /></p>
+<p>Calculate centroid Eigen-Network for each cluster and export for external visualisation (e.g. using Cytoscape or yEd). See figure 4B in Stumpf &amp; MacArthur (2019).</p>
+<pre class="r"><code># prepare data for export 1/3
+clusterface &lt;- cbind(( pcEdge0i$center + pcEdge0i$scale * t(xyzMc$parameters$mean[,1] %*% t(pcEdge0i$rotation[,1:3])) ),
+                     ( pcEdge0i$center + pcEdge0i$scale * t(xyzMc$parameters$mean[,2] %*% t(pcEdge0i$rotation[,1:3])) ),
+                     ( pcEdge0i$center + pcEdge0i$scale * t(xyzMc$parameters$mean[,3] %*% t(pcEdge0i$rotation[,1:3])) ),
+                     ( pcEdge0i$center + pcEdge0i$scale * t(xyzMc$parameters$mean[,4] %*% t(pcEdge0i$rotation[,1:3])) ))
+colnames(clusterface) &lt;- c('centroid-c1', 'centroid-c2', 'centroid-c3', 'centroid-c4')
+rownames(clusterface) &lt;- c()
+# prepare data for export 2/3
+pcexport &lt;- cbind(pcEdge0i$center, pcEdge0i$scale)
+colnames(pcexport) &lt;- c('center', 'scale')
+# prepare data for export 3/3
+pcexport &lt;- cbind(pcexport, pcEdge0i$rotation)
+rownames(pcexport) &lt;- c()
+
+# write matrix for network
+write.table(cbind(IRN, clusterface, pcexport),
+                  file='IRN-NG.tgf', sep='\t', quote=F, row.names = F, col.names = T)</code></pre>
+<p>Calculate surprisal and visualise as beanplots.</p>
+<pre class="r"><code># Density - Surprisal
+a &lt;- lapply( IRN.NG, function(x) {-log(predict(xyzMc.density, newdata=predictPCA(pcEdge0i, x[,])))})
+par(mar=c(4,4,.5,.5))
+beanplot(a, what=c(F,T,F,F), cutmin=0, cutmax=40, ylim=c(5.5,28), log='y', las=2, bw=0.05, maxwidth = 1, border=NA, ylab='-log(p[x,y,z])')</code></pre>
+<p><img 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" width="576" /></p>
+<p>Classification of points using Gaussian Mixture Model.</p>
+<pre class="r"><code># Classification
+xyzDA   &lt;- MclustDA(pcEdge0i$x[,1:3], xyzMc$classification, G=4, modelNames='VVV')
+xyzDAcv &lt;- cvMclustDA(xyzDA, nfold=10)
+
+pcEdge0i.classification &lt;- do.call(cbind, lapply(IRN.NG, function(x){table(predict(xyzDA, newdata=predictPCA(pcEdge0i, x))$classification)}))
+
+# which cells are classified correctly?
+pcEdge0i.classification.retained &lt;- lapply(IRN.NG, function(x){rejectOption(xyzMc, predictPCA(pcEdge0i, x), G=1:4, alpha=0.1) })</code></pre>
+<p>Include reject-option (discard points that fall outside of a given percentile threshold).</p>
+<pre class="r"><code>#####  function to reject points outside interval of any of the gaussian components
+rejectOption &lt;- function(gmModel, testData, G, alpha) {
+# for each multivariate gaussian component calculate the F-value to compare against the quantile function
+# and check against the chi-square distribution.
+  d = ncol(testData)
+  I = apply(gmModel$parameters$variance$sigma, 3, solve)
+  # calculate chi-square statistic     
+  chiStat &lt;- apply(testData, 1, function(x) { sapply(G, function(g) {
+                                              t(x - gmModel$parameters$mean[,g]) %*%
+                                                               matrix(I[,g], d)  %*%
+                                               (x - gmModel$parameters$mean[,g]) } ) } )
+  # check if chi-square statistic is larger (smaller) than corresponding quantile at the level of alpha (1-alpha)
+  retained = chiStat &lt; qchisq(1-alpha, df=d)
+  # if G comprises multiple components (e.g. G=1:4), check whether cells are members of ANY component and return single logical vector
+  if (length(G)&gt;1) {
+    retained = apply(retained, 2, any)
+  }
+  return(retained)
+}</code></pre>
+<p>Illustrate percentiles of Gaussian components at PC3=0.</p>
+<pre class="r"><code># visualise the interval in 2D for z=0
+xyzPlane &lt;- cbind(as.vector(matrix(rep(seq(-20,20,0.1), 201), ncol = 401, byrow=T)), as.vector(matrix(rep(seq(-10,10, 0.1), 401), ncol = 201, byrow=F)), 0)
+colnames(xyzPlane) &lt;- c('x','y','z')
+
+# plot an example - 90th percentile
+par(mar=c(4,4,.5,.5))
+# G=1
+  a &lt;- rejectOption(xyzMc, xyzPlane, G=1, alpha=0.1) 
+  z &lt;- matrix(a, 201)
+  image(x=seq(-20,20,0.1), y=seq(-10,10,0.1), z=t(z), col=c(NA, '#1f78b466'), las=1, xlab='PC1', ylab='PC2')
+# G=2
+  a &lt;- rejectOption(xyzMc, xyzPlane, G=2, alpha=0.05)
+  z &lt;- matrix(a, 201)
+  image(x=seq(-20,20,0.1), y=seq(-10,10,0.1), z=t(z), col=c(NA, '#33a02c66'), add=T, axes=F)
+# G=3
+  a &lt;- rejectOption(xyzMc, xyzPlane, G=3, alpha=0.05)
+  z &lt;- matrix(a, 201)
+  image(x=seq(-20,20,0.1), y=seq(-10,10,0.1), z=t(z), col=c(NA, '#6a3d9a66'), add=T, axes=F)
+# data points
+  points(pcEdge0i$x[,1:2], pch='.', col='black')
+  text(-12,9, labels='90th percentile')</code></pre>
+<p><img 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zmtgBVYtwL+C8C674+rEwXwvQj3uc99BnxSkl5vf/vbB/w85znPGW50oxsNv/VbvzX8y3/5LxVyyhwfqYqPW8UXrumFT17Cz8Me9rDNdy2cf/756j5l/pGPfGSDw5eyvfvd7z7Fh8U//uM/Du9973s39n/4h384zW/DYSrwspe9bLj3ve89fM/3fM/mdzXu8m//9m83vxf8Jm/1v+997xs+/OEPD5/xGZ+hZs8/pYA+2nHIomhjPuURmEPWpnVv+J3xY0Ctqhl/LAr4AHAsd3rP94mPQf2qr/qq4XWve91mJ5e//OWHO9/5zsOXfumXbpqmF77whScfnYpXUP/gD/5g+MIv/MLTdv3BD35w8wlKbP5xYPjmb/7m4fM+7/OGl770pcNv/MZvbJr3Cy64YPj7v//7TTN3GsnFBtTyP//n/xyudrWrpdy2HaECOHje/va3P8KdH8+W3ZCv/15PPUD5Dbjrv7eusK8CPgD01dNsCynwmMc85qT5v+Y1rzn8j//xPwY8TsHrgQ984PCEJzxh+Pf//t9vvjTt3/27f7c5BNDPEY/4/Pmf//lmed555w2/9Eu/NOAwgQvfvoxXcPE4EZr/+93vfsMd73jH4RrXuMbGr/+Dj2fFpf9oqN/z41Pg//yf/3Oy6dzvxeMf//gBfxHCd3v4OjwF2HzOOSjMia1RdGn+mhqMsQJWYPcK+D0Au78HrmBEgf/9v//38PCHP/wEhefrtfmn4x73uMeAxh/Xi1/84uHXf/3X6dqMaNp//ud/fjPHIUKbfwK/4iu+Ynja0562WX7sYx8bfuEXfoEuj1ZgtgJf//VfP3zLt3zL8G/+zb+ZzXWoBHhsAweo+MPm+lD37X21KYDfB/6UIvH7xJ8Szj4rcGwK+ABwbHd8D/f7yle+cvNYDkr/1m/91uHLv/zLs7v4kR/5kRPfr/3ar53MMcEaz1jjwl8K+Mr/xiD/g78A8E2aOADEb2EWqKdWwArsmQI1TWOPLTEPxkO8Dm1/+AQe/hzi/fKerEBUwI8ARUW8Xp0Cb3zjG09q+sqv/MqTeWpy9atfffPIDt6Y+6IXvWjzH3Q+jvHyl7/8JORrv/ZrT+apCT4d6C1vecuAvz7g/QTE3//+9988wvGBD3xgE4YDBQ4TuPBFbfDnLvA861nPGnCgwRe84VOMvuzLvmzz6UNf8iVfkgsbtf+X//JfBjx+Aj78BQR6/fIv//LwR3/0R5vHnfDJMl/8xV88fO/3fu/mPROjhBcDXvva124es8L4Z3/2Z8MVrnCFzRus8Z4J/KUFnKkLf3n5lV/5lY0L31iNR6kw4g3a+MQm6PiABzxgwF9g9AIOb+6GPnhDN97wje+/gKbQ95a3vKXCT5vjkPakJz1poy1qfuc737k5xKFe3Ms73OEOp8XQQP1ufvObD9/5nd854I262MMf//EfD/idOeOMM07u1b3uda/TDo74PXvmM585vPWtbyXlJp7vV8HvBPaB60EPetCA350rXelKw4/+6I+e4FsmU+9NS45tY/n/UeSNj6jE9bZra8m361r1sNFSy9S4Fm2Wxuoels5lfitwCApc5uIT7ycPYSPewzoVwCfpoLG73vWuN7zpTW+aVCSasqc85Smb2Oc973knzXiODH8hQPOGC00Z3wyMGtDU45uWL7roouJz2L/4i7948jjR4x73uJPGHh8XiuY0dX31V3/1yfsO8BGjaJRx/cRP/MSAT3h5xCMekfyY0std7nKbhvHf/tt/m6IdteETj/Cxk4hHk483NaOhTl34+FT8VQM5U9cnPvGJTcOOv6Tk/vLx2Z/92QP0Sb3h9Wd+5mdOPv0GBwc86oJmXC9ogzp44XCA35OcrsDhrzJosvGN2PHC79Xd7na3zTdmRx/X3/Zt3zb87M/+7ObjXmnjSP1QAz4BCoeUv/iLv6D7lBGPnqGOa13rWid23F+8XyR34VDEAwwONfjo2M/8zM/cHNo0Bp/+gwPlF3zBFyTzz703mmstczyagUubt5bGdS37SNWxiz3lcqodtUaN1R99qb2tyaa1p/aWqnXuJwPxwOr2KaWubUso8OpXv3q46U1vOtzkJjdp+qjyUi3+C0BJHftWoYB+0g4+xWfses973nMCwau5PAD85V9e0mzgE3/G3oSpr1C/+c1vPuHDYQQf8YlDzYc+9KHhzDPPHL7jO75j4+ervCfgT00e8pCHbJpb/KNx7rnnbl6RxvsL8MlFb3jDGwZ8bvxd73rX4cpXvvLm40ljfO0an0qE7zJAfbe5zW02z5rjDcw4DKH5Rb14lRwfQcn3OURuHB5+93d/d2NGs32Xu9xl88o/DkyveMUrNt+18P73v3/zijpewf5P/+k/RYqT9fd93/edNP84cGCfeOUbj3Hxwivt2Dv/IcWr8Le+9a033+2AJhwHDbx343d+53eGb//2bx9+9Vd/9ZQ3Xr/kJS8Z8Fw99owL/4GEBmjQ8UlPz33uczeHPsT9yZ/8yeavGVe5ylWY/pQR+XB4xF+P8DuDT3rC7x7eGI69457hrzfQRP+adMMb3nDzVwocLvFXHlx4L8kNbnCDzTz1JvKNo/F/et6bxtSGT1BgF410bU42zcRznLBNh6xYAR5UUCL/G7vicl3alhXwAWDLgjtduwL/6l/9q5MgPFZReqUcjaC+4sxXlfG5/WhAcX3O53zOCV9ugle5efETf7DmYxtoLNFQo2lHc126UANe8cUrwTgA8EJDiUd28EVheLX90Y9+9KwDAB6dwYVHWi688MKTRhmv1N/97ncfvvEbv3H4X//rf20OL/iYUz7WxHrQjLP5R514zwQPT8Tgo1LRwOMvGg9+8IMHvLKea3Bf8IIXbBp5vEKOx3DwFwG8+s3Pucfh7L73ve/mHyb8VQY1/+f//J9P6kZOPC6Ej3V929vetqkH+0AjjAv64TP32fzjk6LwuA24eOHggsd28Bck/F781//6X0/uITEc//RP/3QzxV9q8KlSePSHF/7yhL9CICcOEng1Bq/E4MKBBT///b//95MDAD6iFrX1unrfm1519eJZsgFls4tal8zTS4sleLBv1WGJHLviPNZ7uiu9nfdwFLj0X8rD2ZN3cmAK4BVWXj/3cz+3eUWY6ziiQWejDx8/mlEfiUk9RhJ5FDP3i7zwZmN8e7E2/8iHBvOxj33s5lVxrPHM/txXaW51q1ttHjXSV37AjVejf+zHfgzTzYWPQ9ULe/z+7//+jQl7x2MusfmHE6+K49OTcOFQhYY9d6ERR1OMgwfeQ4D3OeCjV3nhIzFxCMCFhvkHfuAHTmn+YcdBDB/vyku/BA6/C/gLCi48UoS/OGjzDzv+QoMDFr9d96d/+qcH/YsOMHrhcIEDlDb/8OOvCvqYDw6A27qWuDfbqj3m4aexcIx+r5dTAI2ym+VL9OXvHx9Ba1Ud/52e+9/q1pzGW4HeCvgA0FtR83VXAI0jXkHGhVee8eo1X9nXZHgz5n/7b/9NTSeHAbxazwtN4diFhpXX3AMAmnI0zqnrsz7rs07eIPr//t//2/xVIYWrteEV7tyF7zS4/vWvv3HjERY23zD89m//9vCud71r48Or7LnHmQDAXw7Igzcbo+7UhVfIS5/YhC/OwoXDyg//8A+nKDY2PD+Pv5TgUSr8xYEX3m/ASz8mljYd+eZs/KUFHyObu3gISvnxWA8v1Y62pcYl7s1Sta6Rl42vm99L7o7qcKh/FVjj7+EuauJBxYeVXai//pw+AKz/HrnCixXAq8VsyvGmUXyqDZrdZz/72Zvn2vFsPg4JeEQDj2rwwqM3uPSZf2DGLsXUHBhKfHxUJIf5F//iX5y49C8VJ8bKCfZa+pQkNNr41CFceEPpH/7hH54w6yfYlJp2BvBTi/DXFnyiUerCm1lzF97sisdocH3u537uyceupvCoG9/fgDcm4xCDC3n5yBPeWAuO0sV6gcm9wRe+Us04rPHKHXro7zkucW961neIXGiM+XOI+/OerIAVsAKXPuRqLazAihXA4yh4Jh2NPj5GEa9WoyHUCx8ziQMB3vSKN43i4hs+8aw+LzwXPnYphhxjMTm/No4pjD5ugsZ86nX22WePhioGH3HKS5tiPErzgz/4g3QlR30zNmL5vQkKTj1CRP973/teTk/7SNATR2GC5/nZhONNu3qIKoRtXLpXxeKAWXp/iH5vxJz7pDlr5lpvr3tTk3cuZurjFXPzLhXPV8v1FfTWXORA3Bye1rxz8PtYc8t+8Xs691OBWvIZawXWooAPAGu5E65jVAE8n403AeNZbHzaCj6NBhdeIcYz2niuHR/TqI94sHnnG0+B1+YV69SlmLPOOisFqbbN/QtCbSL95KJcjH5+P7/LAFh+QhLm1BXzmgtv0E1dpaZcc+BTmVovrRefavQ3f/M31RS5evE7gt+ltV26V9Wtps7cXmtit4Fhc7m2ZnhN9USNdM057lVLzS3Y0u8B8/fiQy5yYt6TF3y+rIAVuFQBHwAu1cKzPVAAj3rgIx1x4a8AeJPvtS7+yEdt0vkpQPjoyc///M/fYPHGVnxaDV4t5rPuG0fmfxSjTXMGvgpzzXsV9Nl1Ph6F4vHXE174y4p+9CrtuTH3yFB8Q67GK/+Ux560Xjzeg/ct1F76OFhtzC5xutde92aX+9nX3GtrRrVR3ldNXfduFdAXPPw+gd3ei11k9wFgF6o7ZxcF8AVO+NELb/L88z//840J7xPQV/7POeeczQEAr+7jlVT9qE/lwFwfu8BfFfbhwkd8jl2K0YMN3vSL7yXAhYYan62/5IVDG78bAF9iNnbhcR99BCe+Sfk+97nPGMXe+rd9b6YKNeWRn7U11VP3Xhs3Z7+5hp+c9HNdW9MYbgrfUrWM1TrVz99dPwo0VUHH7aMCPgDs4107sprxiT/4JBR8wRc+EvTrvu7rsgrg4zb5Krd+agsC8CVTbHLxefbf8i3fkuXRN8gibh8u/NUCn4mvH2Ea68aXY/HCl2bx0oYaXyg2dgB4zWtes3kGH4381a9+9eZHZ/AqPN6PgDfy4lCCx3j4Jm/WpCO+URifv483/OLTnnB4w18w8LuBx8Jw8Cu9so+/juCeol48KlXSSPOuYb7te7OGPbuGSxVgA86mGh7aLkXtZrZEHVM516jPbu6Ks1qBOgX8KUB1Ohm1QwXwJtl73OMem8+pf9jDHlasRD8z/m53u9spWP0CMX6W/SmATy3QkOIbZnGhSU69MRSvXuPS7xzYGHb4P3jjMj4tJ3fh22xx8MF1oxvdaNNME/ulX/qlnG4+cUk/NvXE8akJDhk4ICAGf0V405veFCFVa34yD5pzfENx7oIfdeNRIbz59qpXveoGyppRz0/91E/lwjd26IKD4/Wud73hO77jO4rYqU7+TiC+5+8F9wlefBrWNu4Ncq3pQnOnDd6aaquphfUvuQc0zlOb55o9GHN4CvhjQg/vnrbsyAeAFrWM3YkC+AQfvpqPz6/HG4BTF75JFt/YigtvGI6v3KPp5Udy4jPon/a0p51Gg2YShw28oowr90VXfC4bzZh+YtBphFs2POpRj0q+xwEfu4lPkOEVH5mBVviGX1x4nwQ+Nz/XxOKz8vkpPvjoVTxaNeXCm7b5qv0jH/nIQT+VSPnwrby4L7j0rzbYK5tufEcAvxRMYzF/y1vesvmWYdq/93u/l9OuI38nQIrvq+h17eLe1NSOxyb0pyZmLZhtNOS1e62thQ1+7ya/Nn/tfoBjrS0xa8DyUaA11DK1BjzXz2f7dT6Vz3GHq4APAId7bw9qZ/iWWLypFK9Y4Mug8I2w+CZaPBuOV+vvda97DT/0Qz+02TM+dvPRj350cv/4Jlj8RxE83/7t375pDPE59mj4X/ayl21eJX7BC16wicUrr3e6052SPPyrAL93AN+yW3oVO0mygBGPSeGQg2/yxaf8QCM89oRvwuVjTThM4Ztz4/W4xz3u5FuJ8ZcUfAHXi1/84s2nJuEwgEdt7nrXuw7QENeVrnSlzbcOR57aNT4m9L73ve8Gjr+63PjGN968wRuHC7zSj8Ydr9bjVW9c+DbjBzzgAZs5/gfv8fgP/+E/bNY44OCvNfhmZbx/A/cXjwfhW4DxRWz8xCP8FSj3puUT4okT/k4g/Cd+4ic2v4/QVN9PMpF62Pa90TrZRLCpgA/zXq9mswHVnHG+rw1l3EftmprUaEzsGHctboxnrX7+jvQ+IK11v67LCsxVwO8BmKug47eiwG1ve9vhwQ9+8ObLv/AG3vPPP3/ThOAVZH4ePArB4yFoePGoR+pCU/8rv/IrmwYYzTEODfgBD1/1Rxy+EArvO8h9ks3tb3/7gQeF3//93x/wg+fSU411qo4lbHjDMx6rQS04JKFJQ/36Sj4OAs961rM2vlgD3lCNPeO7FtCQ/9Ef/dGmeQYPXmnXL0eDXr/+67+++djVyNOyxl8B8ElOaNTR+N/5znfehMf7gfcZoG59lR1AfPMz3j/wC7/wC5u/xOCvBfjBG4b19wJY/LUi9Vcf+HpcOMDg/QXQDgcS/EUKF95vUPpOhJrcu7g3NXWtCaPN8tqawFI9Jd829O2Vf836b0NH57AC+6aA/wKwb3fsiOvFRyDi0R02U3iVl00e3kB673vfe/MJQGjEStd55523eUMpXjHmIyRs/tE44nsG8IbTf/bP/lmWBrke9KAHnfL+ABxM+EpzNnBBBzR47nOfu3l8Bx+LCn3Y/KOBRrPNN9Dmyrj1rW894I3C97znPU+etQcPm3/odcEFF2wetym9GTvHH+1o6PGXk9/4jd/Y3Fe+ysz7gYPAf/yP/3Hz1wDed+VAPJ7vf/7zn795gzjvJ38vgL3Oda6zyfF7v/d7xTcaK++UORp9HArxe4W6eU19jwTjOW773jCvjnzkh03jvr6qjPr5o/vz3Arwd3xflcB/r/GDS+f7uh/XvZwCl7n4F+SS35Tlcpj5iBXAK/V4XAevyPdqhPB4CD7rH4+I4I2heLUen5SiH/lZKzneYPra175286otvjMA32jLLw+r5cDHWOK9AHj1N75CXcsxB4dXh1EDDiz8oihohI9DxRdB4ZNzrn/9609qfvF+ABwI8NcS6IOfKTrX7g864lEjvB8ADT/ua8sXqeH9GG9+85s3j93gLzKoF19IlvtLTm1drTj8VeKtb33r5vsU8EbpJfJv697wUAYN2PhjvrZXfHvX05sPmvnaHwX8kaD7c6+OodJXv/rVmxeX8Ijvq171qi5b9iNAXWQ0yTYVQDOFphY/cy88x/5lX/Zlm5+pXKVvvJ3KOTcOGuFNz/iZc+HL0/CzrQuHC9yPqRcOCz32PTU/4/DXGHxk7ZJXj3ujzf02Xwtic60HihatNJ5zxIMPa/woNzFqa8k3hl2afyy//VbACliBVgV8AGhVzHgrYAWswBEowE9EyTXNOfsRSLPzLfLAgUJ8H3Z+O1yAFdhLBXwA2Mvb5qKtgBWwAlZgSQX2sbHmwWAfa1/yXprbCliB0xXwAeB0TWyxAlbAChyFAtt87EcFRYOKZnVqw6oNrs6RI65zNq1nyjxVO2yp/FP4tx3D/SDvvu5h25o5nxXYZwV8ANjnu+farYAVsAIdFeBjPx0pT6HSJvMUxwEtSocA7n9ug52Lz9lb5S3toZVrKp5aIb7Xvlpqwf8X4huBd/WemZa6jbUCtQr4AFCrlHFWYKUK/ORP/uSATzPCG099WYFjUkCbRO57281iqgbWsu1xrBZoQ8xcnciDPc7l2rZOzmcFrMAw+ADg3wIrsOcK3PGOd9zzHbj8XSmwy1c0pzSNbDqnxPbWGDWwnt7cu+CL+9G9tehdiqOvxEfMLjRwTitwTAr4AHBMd9t7tQJWwApkFFj68R+kLTV+mbKK5hSfNpApPwgjJq6LSTPOXC6FpzDMnfJpbG7O+OgnX/TTHvFYqy/GRbxio6/XOpWDdaV8vfKSh/+f4KNAu3rPDOvxaAV6KuADQE81zWUFrIAVOBIFtBHjHFvfRmO2Fom3sdcWbZeqp6WGtdwb12EFrEBZAR8AyvrYawWsgBVYXIFdPYpT2zCyAazFLyVYTf4azFL1jfGmdFxrvayLNY/tjX7Gcc2xlkfjNUbt4KQv2pnPoxWwAmUFfAAo62OvFbACVuCgFOBjDXM3pY2XzufyIn7bzR3qZ86W+jWmtwa1dYzlHfOP5ZmqzRjvVD/3o9pP5aqJQ57zPwX0I0A1ihmzLwr4ALAvd8p1WgErYAWswGwFxhpH+Nlkzk4WCKbwtsTo3nJxNZhQdhc9cvUgF2uKmLjWuko+xXluBaxAWgEfANK62GoFrIAV2JoCa39lcV+bLTaWuJFxD3FdutklnlJcL1+P/MrRqy7zWAErsL8K+ACwv/fOlVsBK2AFigrUPu6jzWFLY1xMPsO5hhpUk6lbUY7Unsb8U/MyTvlp89imAO8bPwmoLdpoK7BeBXwAWO+9cWVWwApYgaNQQBtVNlxLbTzHn7OX6pgSU+Kb6yvVU/JR/xKmpjbyANvC1YKtqWNXGL6Zf+1/0duVPs67LgV8AFjX/XA1VsAKWIFZCtS+6j8ryQqCa5pNNJaKm1p2bYOquWpiShhyAVPCTd2T46xATgEeZOD3YSan0v7bfQDY/3voHVgBK3CACmzzH+ElGkxtYOPtoQ/2JXLHfK3rXvXtem+7zt+qewnf656Ucsz1uVmeq6Djt6mADwDbVNu5rIAVsAIrVoBN1rYbR+Rj7t7y1OxFc9fgp9bIPDU5ajC5OpgH/shDn9p1nuOssffiqclljBWwAvMU8AFgnn6OtgJWwAosokDLq4k1j/2w8UOx22jUSjlKvloxe3DU5qrFzalp2/endk9rxO1CK/x/DG8E5l/mWv7/uUYNSzUd8t5K+z42nw8Ax3bHvV8rYAWsgBUoKjCnkS8RL8Ubc8Y8u2iYY01z17on3c9cXsdbgWNVwAeAY73z3rcVsAJWICigTVZw7fVSG8bUHlO2bW2Yte2yhm3t9RDy9H51/Bj+onAI9/0Q9+ADwCHeVe/JCliBg1eg5rEfFWHtDeba62OjTk3XXi/rLI3cU24v9IMjh4n8jKnFx/ia9ZLcmp97gW1bOTW/51ZgSQV8AFhSXXNbAStgBaxANwXYkLU2Y634bgVXENXWxr2DEjFcazxtxDC9YmjzuC4F+JcAVNX7rwzb3Cn3sc972KZeu8zlA8Au1XduK2AFrMAOFGCjOKUxZCzKnhLfc7vbrAV71XyY72r/WkdPPSNX6/62VVesc+l1qw4t9bBRZuPcEmusFZijgA8Ac9RzrBWwAlZgSwq0PvKzpbJ2kmZXzXc8BGxz82xCezbZ5NzmPtaSS3U8Zh3Wcj9cx/YV8AFg+5o7oxWwAlZgbxU45mZJm8Zt3UDNGbUfW8+tsZRbuRWnds/rFeBfAuoj1ok8lH2sU92+VfkA0FdPs1kBK2AFsgrwz/zb+kdSGzNtFnWeLXaFjlg319gnfrjeRuk9c+XuU2ofzDtnzy35UjWUbKyvhNkX3yHtZV80d53bU8AHgO1p7UxWwApYgSYFtvnYz5JNoW6aedBccQ5/bbM1JQb8jKvNg5gpF/MgtpSLuBJmSv45MaxprPY5OVpiWc8SGk3h5P8f8YVgvqzAvivgA8C+30HXbwWswN4osItX/vdGnD0oFE0jm1KMU5rI1m3mcuTsrI95UriUjXgde+OUu8ece62tM+ZkPOxTOSKn11ZgXxTwAWBf7pTrtAJW4OAVWOIRoSUbmyUaqCmcS+6x9EuHWneVu1TXofjmajvld+lQtPM+rMCYAj4AjClkvxWwAlZgywrwUYNtpu3RbLVwTG2eSzlKDV8ujjE5f809UI5aHsXpvCZfC4a1ISaVZ8zfkmvb2NR+tl2D81mBfVXAB4B9vXOu2wpYgYNTAI8I4a8AaMr2tblpbSgVvw83FPelR83k6H2fIx/zqLa0RaxiesyZB1xjuVqwPWqrqalXHvNYgTUq4APAGu+Ka7ICVsAK7IECaOq0cetV8lizWJMHdfXgqck1F6MasuaULZVHceonj9p6zTVnKo/6e+WcwpOqbQqPY6zAISrgA8Ah3lXvyQpYgb1SoPcjP9tsfFpzRXxcT71xU5tO5Ecs46fUk4ohn+5HcTpXTO858+geNQf9atvFfC117GLvzmkFdqGADwC7UN05rYAVsAIZBfa9ERqrn43xGC4jz2wz84OopgbiFavzuQWRnzxxTXtunFJLjNGc0ad5Faf20rzEV4rr5dOad11Lrz2Zxwr0UMAHgB4qmsMKWAErsGIF2ATtQwNUWytxkF33pfPaW8IYcJKXtloOxZGDtjlc5CiNzNc7D3lTuUu5Sr4U1xpsutd9rH8NGrqG/VLAB4D9ul+u1gpYgQNRoMdjP2toWpaqoZV3btOm+fRXTHkVo3bFx7niauIVH7mmrpk3x52zx3zEgW+MM8bGNeNhJ2/EeG0FrMByCvgAsJy2ZrYCVsAKrEKBNTVYpVq0KVThaK+JzWHIAd4cRnPu03yp/dTwUtcabElT8gAzl0vzRC7mifa4Vg7PrcAhKuADwCHeVe/JClgBK7BCBdh8obS5DRfilW/udufWk8ofOeM6V7/aY0wqT8mmXCWcfVbAChyXAj4AHNf99m6tgBXYoQI9HvvR8uc2h8o1dc4a0Gjih+upfIwDT6/mtcSjvrHax/ysfcq4JPeUekoxWqvqhxiuFZPiGvOnYmyzAlagnwI+APTT0kxWwApYASswQ4HYFMZ1pFa/ziNO18SxUVVfrzlz9OKr4dH9bDN/r1y9eMa02laesTrstwK7VsAHgF3fAee3AlbACmxJATaJPZsgcmILY7zwE49xDD9VFuZgTbV5xmqKvFPrG4tjvcjHnKod44njOjXWYFJxPWysHVy7rKPHXsxhBQ5NAR8ADu2Oej9WwAqsSoHej/0ssTk2ajVNGrGoYwwfsbpeYh9TOLGHNdbVupexe9HKp3jVZyzPmF95PbcCVmB3CvgAsDvtndkKWAErsFoFWpq+qZvQHODINY+Ky2F61UAe5pybjzyl/TFny9hSV6kG9fWusWU/xtYrcJnLXGYD/uQnP1kfZKQVCAr4ABAE8dIKWAErcKgKtDSNtRqAMzaRtbFTcMxVypvbJ2ORN8bnYoBlXAkDXOs1xhf9WLMWjNGP/PS31kK8xqf4iasZ58bX5DDGCliBaQr4ADBNN0dZAStgBUYV2IfHf7CJVKNGGxpCNoWw0a6bT9nUjzk5on0ta9Sn+9D5nBpTPNSCPq6RhzbNqX6195wz7zZy9azbXFbACkxTwAeAabo5ygpYAStgBUYUYFMJWEtjqVhwTOWJ5SlP9KXWsQ5iaG/lYzxH8MzlUC7OIyfrpV/HiFWf53kF+BgOENt+FGfb+fIq2LPPCvgAsM93z7VbAStgBRZWoFeDSB5tRmlr2UIppuRDjpgbeNoYy3VLTbXYHtyskznHOMf85OEY+Wk/plE1O2Q9dnmIOabfp7Xu1QeAtd4Z12UFrMBeKrAPj/0cSoNTas62tUfmQS06b/nl1dhUXGmfKTxtrIfrqePU/FPz7TKuVjO/Cr/Lu+TcPRTwAaCHiuawAlbgYBXwq2R9b+1Ys4tsUxpObdxa4kvYnC9nr1WqFB/3Ede1OSKulDNivZ72O2jdrMA+KeADwD7dLddqBayAFeigwK6bQeRHY8vmNlUPfdhuyj9FhhoexUytgXHKldsHsfTrumaPyJGLiflr+IAhn3Irl/prOY1bnwL+K8b67sk2K/IBYJtqO5cVsAIHqUDusR82Sti0NlBrFGGfak3pp/pyL2pLxaRsjI2+aE9xwxZxXKfwYzmif83rln3W7KM3X01OYGruUy2XcVZgzQr4ALDmu+ParIAV2LkCfpWs7y3YZmO3zVw9VWITOlY//ZqbsWobm6d4xmLstwJWYL8V8AFgv++fq7cCVsAK7KUC2nSmmtaUbepGkQt8zNnKrbGxhsgV18QzN9aKKXEzdmxUvjFsi19r1ril8mkOz62AFVhWAR8AltXX7FbAChyoArnHfnS7PRolbcJ68Gl9Ol+SW/OscZ7SWG2oGfrQRq24ph9jygZ7y0UO5snF0k88cLTlYlL2XIzy6jyFT9lSuWptvflq8xpnBY5FAR8AjuVOe59WwApYgR0rMNZELlFeqpFkHSkfa6APWOLpaxmVh3Hgo5222pG1TI2vzVOLq62HOOVdyx60Js+twLEo4APAsdxp79MKWAErsCIF2ATHxrBHU5jjoD3mbJVlbnzMx7pgn8vNeOWM+WrXykFe1qi+HJ/G5DC7sLMu3QNtqEftu6jPOa3ANhTwAWAbKjuHFbACB6FAzWM/vTfa0oywiWmJ6VHvrvLOrZ11g6dGM2IYx7XWkbKpPzcnJ/ytHMQrRy5Pbztzz+XV2ntxzq0J8axrTTX12Jc5rIAPAP4dsAJWwApYgawCbIAAmNsEIV75dJ4t4GIHcaX8xOTqVH8pV8kHjlINiNU8OWzOXspNXym25GP81BHcurcaHtbDOK5rYhXDeNimciif51bACgyDDwD+LbACVsAK7FCBQ2huWpoyYHXPkJ7xsONH19u8NayL+Vkb7Vhzrhi1Yx4vxsAe4yKWa8bU4mMc1q2x5MiNU/kQh/3gp4Zj6t5zdUd7qoaUDXE5e+Rces1vJPfHEi+t9PHw+wBwPPfaO7UCVmCiArt49Ke2VG2W2KzQBg7aavnWgMs1irX7Ik73rnP6uVf10RYxtHOkPxWrNuIYlxs1JmKUo4RLxRGvHMDRHmN6rZmvNo/iGNurFvNYAStwugI+AJyuiS1WwApYgb1TYGrTlItjQ8ZxSUFQQyoPbbkap9ZE3qnxGtdaW26v5CTf1BoZRx7y7vPIPe3zHubW7lf+5yro+KiADwBREa+tgBWwAltUYG5zw3ht+Gjb4jaSqVpqAjZXN+3Kh4S6zmFYWApLX4+R+Wu4WEtLTIqXPPDluIDJ+VKcS9laamjBLlWvea3AoSvgA8Ch32HvzwpYgUkK8LGfmiZrUoIVBtU0XtSjBruLLabqYs25elJ+8pR84KMfI2OYhz6uU2MNhrzAEk9bihM2+InlOoddwj5W3xI5ybnLfbMGj1Zg7Qr4ALD2O+T6rIAVsAIXKzDW1ExtuLRRRI4pPKxtLJa4eEPH4iJ+zromF+uswbbU0sLHGsCPOF2P5cxhaW+pI5WLPKwNY8qWirXNCliBdSjgA8A67oOrsALNCvBTIRDo50Ob5Tu6gF00aKVGs+TL3ZwYwzX2Vrs/4hiby0U7cIyhDetUvOJy/hQfeTEyTrnUr3Ni1bbkvKamJfPXcO9DjTX7MMYKLK2ADwBLK2x+K2AF9kYBPvajBW+7ydLca5prY5XThJicv3Y/5AEeXHE9xhPxrEft5EjZ6KsZyQ1s5KIv2pU37o8+xnKtY8mnuKXmzI994YfrmnyqRUtcDXfEKP8288Y6vLYCa1TAB4A13hXXZAUqFPCr/hUiHRBEm5m4LTY3JUyMWXKdqydVH7GoJ+Vfss4cd6wDa60zF1drj/wxLuYCfixGORQLLvKpXfE95ktyt9S3ljpaal4j1n9hXuNd6VuTDwB99TSbFbACVuA0BdiAwdGjQSFfC1cL9rQNLGTgPpSeNq1X5yksbcSRg3aO9HONkbZUjNqI09g4B4YxHGGriSUX47ieMpIjlZc+5U3h1I8540rYGkwpPub02gpYgeUU8AFgOW3NbAWswB4pkHr8Zx/KZ9M1p9aapqwGk6shVeMYH2MURxvyqD3mLflyHKWYyD91zdwxF9b0lbgVEznUR46Ujb7cqDExB2Lohy/lz/Gm7OSCby5Xil9tPfjv9lVfoJQHPfdfmA/69m425wPA4d9j79AKWIEFFdhmE9NzG1PrHoub2mhNiUOM1rNtfVK5Y03ATNkb95KLZe6cfyye/tJYm6PEMdfHGsAztte5uRy/XQX4mJEPG9vVndl8AKASHq2AFbACCykwtXHJNT9T+ZbYHmtkTVwjF20c1ad+rYtYtXGe8qVszJPykQsjcGMYxdfOwckamEdj1cf8HBVXO1e+sZiYB7GMj74xruhHvPLBP5cz5vDaCliBPgr4ANBHR7NYASuwhwrs62M/KvW2Giw2iZo7zscw26o11qVrNqlqG5tzXzX1p7C0Ic+U/KyvJj8xzMmRdnKlRsVyTlyMV3/0MWZsbI3rkXOsJvutwLEo4APAsdxp79MKWIFFFGhtYlqKWCu31qVz3VvOrhids7lDnM4Vwzn9WI/liVhdky+OOQztzMmR8fRzzTHiaK8dlXcuV8xJPs0BDOzRxjVjIhfjUvapNs3F/FO5esTxsRVw7cOjK6x3jbWusaYevyP7wuEDwL7cKddpBayAFZiogDZO2lBNpNtaGOpONaKlAnSvERd9U7VgXeSPvLTnxphX49Wn9hwX7BpTwqV8zDGHI8W7z7Y1aLLmxn2f761rv1QBHwAu1cIzK2AFjkSBfX/0Z26DMiW+pkEcwzAvfs0iVteYKzb1a6n4lB+2MQ76a7hqakLOGi7gpl6sGfExF32wqw92/KitJn8JH32au4Z7CibmnMLhmLICPHgA5Vfoy1rtu9cHgH2/g67fCliBo1eAzReEWKpJ0hwq+BL5crk0b26u9UzlIceUeMQwPlfjFDs5tSbO6ZvDWxMb8zB/TeyhYPatKd63euf+nvAAc2z7nqKbDwBTVHOMFbACe6kA/3FA8bGZ2acNtdbeiqcWcxs8xo/lH8NpPLGssWUET0u84hmnteRyE6t+jSv51acxyrXm+bbr75WvB4/+92VuAzo3fs2/Iz1qo9bWabqaPgBM186RVsAK7JEC+/7YT63UbGRKzWPJV5sHuFaeiGetpZyKQbxyRF/kUWz06Zo8iqdNcTqnX2PUH+fA12JTsbAhnhzMr1j61Ma4aEutlTPFNeZPcdq2Xwq4od6v+zWnWh8A5qjnWCtgBaxABwXYWKWarhp6xJEj4tXeyp/CK1/MVbOuide8ite5YnrlJX8rdyo/OMgX/TlfxGOttUQ/eNUf8yy9jvuI6x75dc/b2mvUvcc+DoGDr7pjL7s+KOTy5+yHoH/vPfgA0FtR81kBK7BaBWobiF00Hb1F0z2McSu2VqMxTvjZEJK/J3fMzxzMG/1z1twHOJBH98G8akvlUg7MiWc8x1RsyaZx5Czh1cfY1jjliLFxDWyPPJpT56l86q+dg4d11sZEnJvPqIjXa1bAB4A13x3XZgWsQBcF1vr4z9yGQ8WJjZByRx/i6I++nF1zzZn3aLSYn7WzZtq5pp92HdVXg9dY4lM25VV/ap7iSeHIOYanP+K5TnGrrRaHGObCvDZuSgz413Dd7au+YA1luAYr0E0BHwC6SWkiK2AFrMB0BWqbqNoMKT5twMiTstE3ZVQ+1IAftZU4FZeqX7mAHcOkcjEmlSvauOaY4kvZUnjYmBsxKYxyKZZ22sZiYy7Gx5F80d66rs3Xyqv4XrUqZ5xvI0fMuU9r/4Vjn+7WeK0+AIxrZIQVsAJHpsC2GoGaPNrs1eB73SrmjTnjupQvx5GKAS/xOX+0l/DAwh95x2KYI4eLfHHN+JYRHLhyOce4UjWQi9xjHDX+yMUcY7Exbgy/Jj/3eP7FRR1DA7ym5/zX9HtwiLX4AHCId9V7sgJWYFjrYz9rvzVs1tj49K6XvMzTm7+Wj/lRD2tKxQIX/YxN4SM2hYFNORiTygUs/YzTWNhwRZvGXIIo/6/iYx2Ru8w03RtrAFMpt+KZtYQnxqMVsALD4AOAfwusgBWwAh0VYFNS04gQy/Q1McTmRnKmuFK2HM9Ue8yBevAT7Sl+YhgDDG0pPP1xz4xRnly82hmnNp3Tn8pHG/DEYU672mDnRT/XYyPwysV42rgmD9f00z53XIp3bl2OtwJWoE4BHwDqdDLKClgBK9BVATZQkVTtvZu2mKu0npNb91DKkcKl8qZw5C35iIljKkfE1KyZW/l0Dg5dE1/iVnwJV+MDF3Ny7MlfU8OSmG3shTmO5U3Ax/CY05K/k/vE7QPAPt0t12oFrMDAZ1Rz/1Dt26M/bDBqbi2bOGBzcTl7C3+KoyZ3KkfkiutUzFQba2QOjtGu/MSoLc6JIU/0p9Yt2NZ4crOuVHzOxlj4NR5z+jCqL8eVs5OH/houxtRgyevRCliB6Qr4ADBdO0daAStgBU5ToLaBSeHYBCmp4lJ+xa5xrjXrXkq1Asc4jiV8D5/mqa2zR15wzMkXY1Nr3VvPmsGLn5izVw7zWAErsJwCPgAsp62ZrYAVWECB1Cv/+/aqf40sY01VqqnTGPXTnrKhFrXrmnGlejUWeK51notP8TM+F5Ozp7iIzfmm5iIvRnJjBF+Jk1jF0KacY/PWGMVrbs2TsytG5614jcVc47W+iFvD+lge/1mD1q5hewr4ALA9rZ3JClgBKzBLATZK2jzNIpwYXJM/h8nZUQr311rW1LipeXQPnMca4ro1V8Sn+HK5EZvypWwxD9apXClcDtsST94pMYxNjdxrrsZUjG1W4JgU8AHgmO6292oFrEBRgSlNw5SYXBG9m6Bcnil2rU33rFw5u2Ja5jU5FUNurYN+tQEHe85HLP3A04Z568VY8nEkD/1Yw6drYo5tVA2iXrvQgu89Qu7UXyF3UZNzWoE5CvgAMEc9x1oBK7BzBdb8+M9STcxYQ6R5eYPUFuPjGjHA4yflizblZr6aETy1sZqzNob7qKmlBcNaYh26H/iIS3EztoRhXMQwlv4eY8wxxtmKj3yI5z7GtIqxXlsBKzBfAR8A5mtoBitgBazAqhVgo7WtItkcxryx0aOfeNSnc9ZLXM5PHEbFqp289HNUTMs8xmPNHC08wI7FMRdwnI/FKSdjUjatVf1qX9s8tZ9YY9Qq+lvXftW/VTHj166ADwBrv0OuzwpYga0p0NoA1TQiWjzxsNXmmhIzpfnRPFpznBOn9cd8xMTYlnUNB2uowbbkJha8zKF7zOWLdo0nZ2lkPHNyzZi4pn1bY8zPOqfmL8WXfFPzOc4KWIFLFfAB4FItPLMCVmBPFFjzYz8q4RqbmN41sSlUXtqghdpVG8VwnsNqXIkz4uKaeaJdOVOYlC3FQR7FY677Uh/tasvxqp1xaoscKQzwEacc25hr/lyNveqYy+9P/+l1J8yzRgV8AFjjXXFNVsAKWIEFFEBDpA0YU8CuzVIKo1jMSxhie49a41zuGq4azJw6oGHMoWudq946R37FzalnLBZ5Yu6xmCX8vfare1FO2s+/uHg/+rPEHTTnGhTwAWANd8E1WAErsJcKaNNQs4FWPDhTMWxQUr5UHWM48BFD7lzuFH+0kYv2Gk6NUTw5MGqdakdsLibidJ2aKxfzqS0VA5vWr3NwkIc4rVXnOe4aTC6WOUv+bfpUm23mdS4rYAVOVcAHgFP12PnqE5/4xHCf+9xnwFhznXfeecOtb33rGqgxVuAgFNjV4z/ahK2liUFNtbWk6lfb3F8OcrEernO8wBHDmBxW7YyBTeOUT/GcaxxtMSauiYuxmpcYjLU4jdE5eZWHNsWl5mM45UQ88Gobi0dMLZ64XA76wcmrJj+xOpJrarxycU4uPwJERTweogI+AKzsrr71rW8dfvZnf7a6qutd73o+AFSrZeChKMB/9LEf/mO9q71pLaxhbk3kzPHATgxz6hr+XCzxU8eYBzxq03kqR6tf9zEWm8rX00bdtQ6tL+ZSHOfAk6eEV5/mIA/8asdafSl/tGl8TSzil7xYg9a1ZL5t5cntwd8tkFPG9m0o4APANlRuyPGa17ymAW2oFbACh6IAm5/W/UyNQ55UA5Sy5Woq5QaP+smrthxvjZ18io051afzVKz6c/Metac4Yt019SkmxYk90K7Y3N62ZWdNtfkUv6Z9jNXP5t7vIRhTyv5dKeADwK6Uz+R97Wtfe+J57nOfO5x77rkn69TkrLPOSpltswIHp8CuHv2hkPvUfGjTxPo5ch+KoY0YjDk/sSm/2nTOGPByTn9cA6MXcWrDnHbEcx4xuTXwzMuxhIWvJk8Jk/KN5UZe3RvwNTFTcqVikB8Xa2BurKPtEuQl/0scVjpXzJgvYnPrEn8upsa+jcd/fDiouRPGLKWADwBLKTuRlweAM844Y7jlLW85nHnmmROZHGYFDleBpf7Rn6JYay1snJArFZuy1daFWOWvjVPclHjEILfWrjw6jzUyVmvIzXP8ObzaU3npV17a4qh7gK8mpgUX801Zp2qKNt1H9GGt/ik1zImJ9czhOtRY/mUB+/MB4lDv8nb25QPAdnSuzsIDwPWvf303/9WqGWgFygqwqTmkBqN1LyX8FH3Axzioj3m0le/KpV7lgVVrjT5GKYY2jdW4HFbjOFesctT6icOoXFz5voLxAABAAElEQVQrJ+fA4Ydr5aiZxzw1McRoTtZB3xLjnFqXqKeFs6X51ua8Ja6lnh5Y1qb19uA1x/oV8AFgRffo3e9+9/C+971vU9FNbnKTFVXmUqzAbhTY9WM/S+w61wDl7DU1sInTBo42xJN7zJbLhThyKIY25VU/5sREu/qmxpOzlAMY8hPHNeNzI/A5bM6e42qxg5u1luJSNTCOY4zP2SNO1zEmrhXbe77NXL1rN58VgAJrPWT5ALCi30+++o+SbnrTm55U9uEPf3h473vfO1zrWtcaLne5y53YPbECVmDdCrBBm9PEkAM7ncpT01BO5dY7oLVqvbQjB+cax9wpH3ApO2PIQwztuVzAE8NYjIzHXP2cqx+Y3EV8zq/2FiziWEMprgajNSw1n1MHY1Fbaa9L1Z7jXcOr5L1r6M2X08729SngA8CK7okeAK573esOF1544fCEJzxheOc737l51g/vB7jhDW843P3ud998VwBPlSvagkuxAt0U4O93jwaghiM2HVzXxOqm58aBqzUn8MiLH8ZyZD1aI+clHzEciSUv7RiZn7YUhj4dyUlbbRzxHCMP7eTL+Ut2xoIrh2MeHRWrHMSkbBpDHEbaGcO1YnLziCVHxOfsEad8tTGRY4n1Nurif4tQ/5SGeUrMElotyTlXoyVr2zX3Wu+/DwC7/s2Q/HoAuNOd7jR88IMfFO8wXHTRRcMrX/nKzc+znvWs4SlPecpw9tlnn4LpsfjoRz86vPzlLx8+9rGPzaZ7z3veM5vDBFbACuQV0AYoj6r3aHM3lZtxylVTQSqOthgPe4k/xpWw4IY/xsScula+ljhwED8nJ3hYw1Q+cMy9NPdcrjXEb+PTf9awT9dgBXwAWNHvgH4HAJp/fsnXLW5xi817A17xilcMz3zmMzevQLz4xS8evumbvml49atfPVz+8pfvuouHPexhA356Xn/7t3/bk85cVmAvFGCD1lJsjInrFi5gGc9GTePpU5vO6U/FKm7MTx6N6TnvwZ/aQ8rWs+4Sv/o4xz45Rx2pfUdMz3rJxRo0f7Spj3G145zYmhyx1pqYfcNs+xX5tb7KvW/3bZv1+gCwTbULuT70oQ8Nb3vb204Q97///YfHPvaxJ28eoePe9773cN555w14Zf31r3/98IhHPGL4kR/5Ebq7jLe73e2GP/3TP+3yF4A3vOENm/cvfPqnf3qX2kxyPAos3QSMKTk1f2scmxHU0xrLGHK0xOdiaCc3xqnXVC7GpfYDG/0cUV8Kq3UDS4zGKSbHw7iIJQ/9XBOnOdXG+dwx8nOdq2dOvhxnzl6bi5qRpzaOuJY45mJs7ejmtlYp4/ZJAR8AVnK38Cr+C1/4wuGv/uqvhk/7tE8bLrjggmRlX/mVXzk8/vGPH/CIEC4cAL7v+75vuPKVr5zETzF++Zd/+fC85z1vSuhpMeeff/7w9Kc/fbjiFa94ms8GK5BSoOaTf/Qf8pYGIJUPNuXLYfbBzn20apKLg72Vi3hy1upWE0dMDSexrXWkuKfokOLJ2Vhryt+j/hRvb1tpD71z9eCrqXfbr6L32Bc5fGihEh5zCvgAkFNmy/YrXOEKw61vfeuqrHe84x2HG9/4xgMeGcLz+m984xuHL/mSL6mKNcgKHLMC2kzVNABztWrNR3yP2iKXctI3d3+MV27aWkbEz6mpJn8uR7TX1tGCq6kv6qX8jFcb8SkbfYzjWkeNK+E0BvMWbIzd9Xqfa9+1di359/ng1LLPfcf6ALCnd/Dcc8/dHABQ/ute9zofAPb0Prrs3SvARkibA9pQXY19zi5y/Mqp9cSauI4YxtOueXROHEf4GKM2znOjxoAjl4N24rlO8QKT8tNGjhwOnMSm+GkDhly0tYway3xqU64puXJc5GVOrltH8mttczlra9A8WkdtvHFWwApMU8AHgGm67Tzqmte85kkNfoPtiRSe7KkCfMVIm4HSVsZwbCTAoVidl/iX8LGmHjWQi3WCcw4vY8mLNecc1Ya8jGENNaNy1eAVMydWeeKcvNG+7XWqDmqc8i1R35Q8MYY1t9QXObiewtWSN2LjJwD5MZqokNeHpIAPACu5m/jIzfe///2bn8/7vM8brna1qxUrw3cD8MJ3BviyAlYgrQCaidZGohWfznxpk8yGJoVTX6+8yAMu5db5WB7FpmqGTTFjfJFDY6OvZd2aN2oS16XcWvNY3jFszKv4WEPJN1ZH5NI1Y0v8ik/N58SSrwcHuWpGzUcNauKMqVfAB6d6rXaJ9AFgl+pL7gc96EHDox/96I0Fn+rzkIc8RLynT/HcPy98XKgvK2AFpinQ0gS0YKdVc3qUNiyne0+1KBa1ar3qOzXq0hXwxOn8UkTfWUsO7oX1oZIYTwx8EQcbLsVcYkn/b+ROo9qtWleMnppTOSPH2H4jPtbUsh7LpVxaM+yMjXaN8dwKWIF+CvgA0E/LWUy3ve1tTw4Az372s4cf/uEfPu0jQJngD/7gDzZfBob1F33RFw3+CwCV8biPCuBTf/iP/5T6tWEgD0a1T+HtGcO6lLNHfdxnKxfxjNe6cnPE6D7IkcJHn8YpPuLgizURk+NQvtKcPKkcqTjFRz99rInriMO65EvhyVnykZNjCttiK+XM8cTcUzhS3L14Utw9bXxsMXL61e+oiNdrVcAHgJXcma/4iq/YPPbzgQ98YMA3Av/Yj/3YgO8CiNf73ve+Ad8FwOtRj3rUcLnLXY5Lj1bACnxKATQSbFIw7ktj0eMGpvZKGzUp5SE2YjQ2h4kxY2vypLjVluKBn/HRn7NHHNbAjuVKxeXya+4aXsXHPCkfbTXckS+uSxzMozEpfAqnMaX5nNgcL2tMcadsOZ5DsethxQeUQ7mr8/fhA8B8DbswnHnmmcNTn/rUzbf74v+gD3zgA4e3v/3twwMe8IDhWte61ua9AXjl/373u9/mS8CQ9Bu+4RuG29/+9l3ym8QK7KsC+/4PeqyfzQvuB3zqj76596w3H+vRmmmrHVFTKp61wsd5LWcKl8qRwsFWyslaUnz0Rd7Il8JFDDlSeWp8mqPEQa6ascSj+cileJ3TP3dM5ZzKWWqa1TeV33FWYNcK+ACw6zsg+dHQ44u9fuiHfmj4+Mc/PvzMz/zM5geHg4suukiQw3Df+953+NEf/dFTbF5YgX1SoOYLv+buJ9dksFHI+efmJT94cjly9tbcrTyK1zpTeYlN4WCL/rgu7Z/5Utz0kQ/rFE79KUz0kzeO5Caea+Bg03WM3dVaa2LdS9eiOZfOtU3++Ok/tbn35dX0tdXJA9Ta6qq974eC8wFgZXfyB37gBzav7OOVfrzij4vN/xlnnDGcc845m78K5L4peGXbcTlWwAp0VGDbjd5YvtqGUHGlhjrm0zjKqDad06/jmF+xuXnkyNUPXKw/x1lrT+WK9aS4etQRc5c4taaI4xqYuRoxDzlTe6etBkNsapzanLq5Talp2xoV8AFghXfli7/4i4cXvehFwwc/+MHhLW95y/C2t71tOPvss4cb3ehGwxWveMUVVuySrMBxKcBGBLue02ikeObwpe5CKgdxMZdigYnrGJfzE5fjQN6aWOWZO497ncvXGq/5de+0p2yaI4VT/zbmrKEmVwu2hq8GU5tzTGvNxYYeNh4KOCruWOYpPY5l74e2Tx8AVnxHzzrrrOFmN7vZ5mfFZbo0K9CswNjjP/wHuvYf9NYCluJlHcrPvcCndmI5EkcM12NxjK8Ze3CyvlQ+8Jf8qRjaUnEpm+6BsRwjvoTN+VJ28sKHH6xTONbBMRVHH0b61YZ5ipt5ic3F0l87kkdz0lbLsc+4qY//7POed137MR+gdq295vcBQNXw3ApYAStQoUCqQWIDlfJFSmKjHevY6NFGbI5fOYHRNWNLYw0+5p6Sp6YGzaN1qT3FE7Fj+BRHyqa8KT91iLhc/pSdtsgR8xEX7bpWjho8YlO4aCNvtMe11sJ5DYbYODIv7HN4Ii/WfEW7V1PaiydVq21WoKcCPgD0VNNcVsAKdFGg9z/yc4tiA7JEXeAkf02dEVsTH+sGB3mir4ZvrM7IOYaHn/XofAqP5lJO2Mf4Ip4x0R7XmjM1p6aMS9VBXyqedUQfY1J8xAJT8hM3NjLXGG6uX/P0qDtVD3k1Vwp3rDYeirD/eKCJ62PV6BD27QPAIdxF78EK7IkCY4/+7Mk2mspks8GgVNNBjPpoQ5zaydMyIl75NJbc8GPOtWI4p49cXMNPG7FrHFP1qm1qza0ciqfuzB3XtJfGyJfCbuP+1NSRqm3XtlJTW/Jts+5SU76NOnadfxt7PLYcPgAc2x33fq2AFVhEgdhg1TRDMSauWSjsyqd2zHNxxOlInhynYnNzcqgfNtahftqAVbvG5ubKSUxt3bW5lI+1MpZr5i6NY1j1kz/FV/Kl8CkbcvXgIXdPLnL2GLUu1bcHtzmmK8DDwloOT9N3ctiRPgAc9v317qyAFeigwDaaC21mYsnIP7WGOXGlmmKNpXWOJ9aWw5W4x3zIobwtOTVuLM+Yn1zIH2tgrNaqc/pbxlyOFo6I7cGpOkR+rFM5UrZUrG19FEg17ilbn2xm2ZUCPgDsSnnntQJHosAxPvaTurVjjU8qpocNeXMNlNpZH3LCruvaOlpiNHeKn/4xzlStjCVvXNMeR+ZKcQKbs5OH8VwzRtfA5OqJvhyOfFrPGJYxS47bqIEaz82FT/+52yc/uaQcXbndgHeV02QXK+ADgH8NrIAVsAIzFGBDAgptSnTeSj8ndixXDbfuaYyPfvAyjjmwpo04jmonnmMpjvG5kRzwa46IBy7nz9nBkYvLxcCuNcU6eq1r82idrEtt3KPWRZzaNCblV6zOW7Aal5r35Erxp2x8vAU+N+UphaxLWpX1WX0AWN89cUVW4CgUmNpArFmcOXvaRjOj9UHHUk74Ij7GpPxT7g95SvVM4e0Vw7pYZysv4siRilWf5sjZyaF+2g51zOlyqPv1vqzA0gr4ALC0wua3AkeswKE8/pNqPtQ2dotbsOTKxcSmT3HRR66akbHKl4qDH9gUrpZDeVNc0RbXGh/r4Jq1KLZ1PpWDcawFeTkv7aW1vjE8cwJXylvykYN7yuUkLpVrLDbHuZR9zpd/zXnVn389mMOxlCbmPT4FfAA4vnvuHVuBrSoQG4OtJt9SMjY4ulemTtno2+aodbDeVP6SL4VXm+ZQu87BP4aL/rgGH+tM+TSfzjV3jMvxRZzyYa6c0beNNetuzaVxY3sEt2IQq/Gtuafgt51vSo2O6auAD0x99YxsPgBERby2AlZgKwoc4j/orXvSpoqij3EgJodJ8YE3Z2fO1jHFl7LV8nI/YxzEgXcMW5u7hIs5cvlhJ1Yxatc8OTsxyqE25qANo9pKvIrT+NR8DEt/qk7ylXzEeLQCVmB3CvgAsDvtndkKHKwCh/LoT+kGTWlwWmIilk1XrIm4nD/ix9bKA25d52Jrcbl42MfycJ8ljoiJ61Jsqy9yx3Urn+KhBflUF9oU2zJHPPk0h3IoBnbNyVjFc6442jyeqoAf/TlVD692q4APALvV39mtwMErsIbGgI3LUrWQHzcz5ojr1A0HRjmISdnoi6Pm0bjInVpHrta15ttmbG0u1oe9L7F/rYO51LbkHPuZerHWyBHX5M/Z6fdoBXoq4ANTTzVP5/IB4HRNbLECVuCAFGCTM2dLcxofzR95dK3zUq21uByH1gNMXMe4XL6xuMjTstaczMNReYBL2YGhPcWlHKV5iT8Vx5wpH20pjNZIHMYUNucnB8ex2BRPjOVasZiTO+ePeK+tQE4BP+efU2Z5uw8Ay2vsDFbgqBQ4hsd/cje0V0PEBiuXJ2WPMawl2lOxLbYpfKyFebiu4QK2BkfuOPaMJRfrj7ly69welIfcOQ7YgdGYErYWV+LQmnJ7KMVHH/l61Ba5a9ZzPv2nht8YK7BPCvgAsE93y7VaASuwagVaGrTWjWjTxEaqhaO1gWM+zUUb83KtGPrmjORL1cyc4CcOc7VjHS/6x2JSOSMX18pF29JjLift3GeuDvqJB442xqQ0UHwqhrEel1WAr5gjy9xHZHpyLbtrsy+hgA8AS6hqTitgBVajQGxuagvThmcqB3KNxabyaAz9GNU+tg/GKY7x9HENDG2Yqx1rvaKPcbRzjRjaNL5lrlxjcYqtzYuYiFWesZwtfuQpcWsdJVwq5xh3LgZ25NJ8rCPHSX+KU20pTvV7XqfAoTfpcw8xdSoalVLAB4CUKrZZASvQrMC+PPrDxqS2kWkWYocBuifuk+VgrX7aU2MLNhVPWy8e8mGM+1If58Rgv5zTF8cxf8Rz3RrXimeeXY78fWmt/TUfeM4pZXP9gGf9+MbO9SmgxOJxd7rfiZWxJ4bGyc2ve/Xh197wysaoPPxbr3+XvHNPPG6+9+RGLVSmDwALCWtaK2AF9lsBNj81u2jB1vApRptYNGJYT83HRq4lvgWrdcc5c8NOToxqjzFja/LkOGAnZoyL/liTrse4FAu+MTxz6pjbi2JS85ZczNESE3OSA/Y5PJF3DevzbnDXkzKe+fpnnMzXMHHTvoa7cBg1+ABwGPfRu7ACViCjwJKNCrnnNEAxlpzYTvTBNuYHBhdiFXuJtf5/c7GxJq5zeNiJYXZio51+HRXDOPrJXYNhDLCRhz6OilGszoFVnMZiDizxWh9xxOg6zhlHnujvuWauFGfJBzzrU9zcV+xTdaRsPf9KkOJf2jb2iI8b/qXvwPHy+wBwvPfeO7cC3RSoffyHjQISa7Mwp5BWzlTeVo459faMLdWtvpiTPmrBdcSl1oplfApXYwMXOJQzxhET7VyrP8ejduQr5VQ+5siNypvDwF6LixysRXVOcalNsSm+aOOaHHMad3DMiWctHHtw4dGf1qvmVf9fe8Mvt9Ke4A/h8aGTzUyYjB16JlA6ZIICPgBMEM0hVuBQFVjrf5jZnJSam9w9mRKT48rZWR/8U/IxPsbSnsu7FntNndhbDU41JJ5jz/2q1il+9SNvCqO1zqlNc8U8ulac5laM1qH2XCzsitP41Dy+4q7rFN62sgKH+go//y051P2V7+p+eH0A2I/75CqtwKoU2PV/3LVhiY3NNoVibq0H+bmmv2dNsWHL5VC71sM561Sc1km74tVfOwdPK0cLnnXGemgvceV8aidP5E+tGacxmNOuMYqBPYVRPOcxjvaeozb1Y6/C068xPWsZ42J+4rSO6COm97jUewZ2/d/Z3jqZb10K+ACwrvvhaqzAThVofbWm9tEfbmobzQtzYcw1VbEOrInFGP3KyTnxWMd4YqaMyqXxNTUpvmWeyqn7S3FpPZyPxaR4ot6tHDE+lYM21sl17ag1KQfsqfyKRw6Nqc05hos5xvDxk3d03aNR7sExtoel/Es18Ll6xx4f0npyHDwcwN/63+0cZ097qaaSr2cN5ior4ANAWR97rYAVSCjA/4C3HgASVFWm2EDFdRVJAVTTTBGD3JwXKJtcpf2kfK01pDhYYGovY/wlPvJirMWlalCesTnia3ONcdX6teYp+TU+lzN1H2riyId4bfRpx4hXyqc07VNiNG/rnK/o1+atxbXWYbwVODQFfAA4tDvq/VgBKzBLgR6NpHJow6Z2Fql+2jim8PRxRDxw5BmLoZ948ugYfcqvuDgnd86uvDlO5VB85IzriOVa+WIMfcSqnz7YMCcGo/o0pjRnPPlKWMW05NI6lYO50ByzoaatZmQMm2uuGUs71/s21rzpl3viq/Mao3Pieo18sQV8fNUfNrX3ymWe41LAB4Djut/erRU4TQH9R+U0Z8GwrVf/CyWMutg8sfniejRwBBAbLcBruFuax5ijhh91cK+siWvGcw1/r4uczKG89MGW8is2zoHXePpzdvhzvhQP+UpjbVzEte61VLvWl9sfMLGG3Kv/ypea92jo9ZDQgy9VJ2zMk8ox5ROAcnm2adcDRepxIdqO/dOEtnlPDjGXDwCHeFe9Jyuw5wpoIzOlkWrdfikHaylhWvMpvtTQKU7nU2pCTNwD1+TTHLEuYhWTilN/bl6KS/liLcpb8gGX4tP43LwUR1/MndIoxc949TGWo/riPOaNfq7RHMfGOK6JLY1TYkp8Yz5t6pfMnXo1f6y2Xfr1YLDLOo45N18wgwb7/lcYHwCO+TfZe7cCB6AAm6lS41Ty1UqAPDU8rAe8Y3jFso6xGOJqxsgf1zkO1FDC5nywl+rPxeXqUHusiXmUkzaNS80jVwqTspGfOTkCG31qi/PaOOJivcwFXlyxSWYDDZ/OscZFPH1xfQnq9P8ljiMQ4CAPI+CPGPVx3mPUPD34xjiWaML37SAyptGu/IfUnG9DQx8AtqGyc1iBFSvQ+ipG6tEfNirYZmxOVrz1WaXV7rMWx2KmahnzkEfttKVy0YYx4tQ3NtdYzT0WV+NXPs0TY4lLYejjGDGwR1vkT61zMbQzX01sfHQntd5246t1x4ZffbVz5Wjdy1jsvj76U6sdcXwUiOs4+hGhqMj8deu/l/MzLsfgA8By2prZCliBiQqUmqWJlKsLY2M4pbCcPuSEP4eZkg8x5MYc3HENOy616xw+1hTt8Oml/KkY2jRG52P8itVctKds8LXwkis15vhTWNpammRiY6Osa/L2HJlXOafkTPEoZ6/5lFfzl3i1fkodvTRYmmebr8ofUnO+9H0Bvw8A21DZOayAFVhMgbFmcG7iyK9NYPQhV8o2tQbkyvGxjpRf44jT2tRWqi3FDXyMZ75oJ7fy5DDERn5y5/xqr5kzP2riXONoY81cK4ZzYrCOOPURXzMiLr7ijyY61RRrcw0/1yksckc7Y8gf/YghJ+a8Ujj6cmOMietUnOauwac4ptjY5CN2SnOeik/ZptS2i5htNvG72N+x5vQB4FjvvPdtBSYokHr8BzRTmx2WwOZpLg/51j7qfjlHzdy/2mr2UosHDjlq85CX+JpaUpgWHuQiXrm0hpQfWNgVp/FLzGvy5ephQ4tmn3PUGJv/WLc2xepL2ZVXsVPmKS7mhE/nys84+uGjTXGcE1fClHzx8Z/ejfeUAwH3tu0x9YiQHwva9l1Ybz4fANZ7b1yZFbACFQqwGcw1jqCITRhjUj6mJCbG0j91JC/idd6SR+N0Ds4WHuBTFzhyvNGeioeNddTiczywKwd4U/WV4lM+5Yx+1p6zp2Kn1MRmV/OwuY0+rOlT/Nz5GCf8yK310Mbc6qNt7qicYzXOzbVUvB4WdL5UvjXy+rGcNd6VS2ryAWC998aVWYGjUSDXcC0hQKp5a8mTq1V5c5hSHsQzjmMJX+sDl9amcTlfxMd1jGO9HDVHnCsm8gKrtpgn+iN3zp/iAZa1aM4UJ20pXMpGXsb1HLUZ1iZZc6hd8cCUfMoxd848zM9xjJe4GD8W19M/t1nXeP4FQm09a90Gl5v4bai8/Rw+AGxfc2e0AnunQO7Rn94b0WZqShOlMcrVu85aPq1Ba8vF5/Bqz8XSTqzm0zlxY6PGkFNj4Kcdo+KJox/rlJ+4pUetI+aa6os8uiYnm1n1Hcqce2OjPmdfykHeVr746A/jt9l4s9lH7pa8jGuJ4f5aRz8W1KrY4eJ9ADjce+udWYGjUCDXWOYa1Bw+isV4NHO1MZFD1+QhF5tEYJhL8bXzKbExN3KpLeaONeewtBOvPPCl7IpJzRlD7hSmZEN8jCVnLi7iUzhylLBsbGNTS3vkBS7ni1hdk39KrPLk5q119aiDe8rVRDtzlZpnNtiIKeHI2TIqd0tcDVa5e9ddk9+Yw1bAB4DDvr/enRWwAgUFtHljQ1eAV7vIm2o+STKWTzkYE8cUR8rGOHJyzVHtuXjFME7HMb9ia+dLcGJ/Jd4xP2pXjWrwpf1qc81mVvE5P+yxSVascug8xqgPc61BsTqPMTXrHC9ia7hL8TX5d4VZS+Puw8SufgPWm9cHgPXeG1dmBVahgD7+o42TNkG9Cl2Cc05t26xHc6nOqL/kK/k1rlYHzd0ar3jywMZ5rCGFj5jSusSNuJQ/1hIxKT+41M45GldtTIFjMxvt8PEihuulxlQerSvlb60FHMrZGr8P+NrmOdXs18Sm4qBLzt5bs/hYkD8pqLfC6+TzAWCd98VVWQErMFMBNmnaZM6h7M03p5baWNacwqsuOtcYztWf4irZwJGKJ7fGApeyA0MO9XOe8inv1Dl5c/GpxjfapjbZGpdqspFHMZpX7bnae9k1LzlT+VM24ltHzQne3PP/5I2NdE1TztixMXKP4Zfy99zTUjVui5ffW+A3L5cV9wGgrI+9VsAKrECB2Oj1KmmswcvlYT3qn8qlHJyXuEo+xk8dU/siF/OmMCUf4hFDDPlSY4qbuJKPGORQHOfMzbXiOY8jY6J96jo2rXENXrXV5CF+anOdip/KVao3laeEVx9jYWNtauN8yUZ8SW7d65Jz7gEHBfxwvWROc69bAR8A1n1/XJ0V2JkC+ugPi5jSFGnTNSWeuT2e+hiKaqkat+pUGzuGi37UF21aG+svYRTPOeOwZixGtROrI7FjNvVzzi/rYrNJOxtSrEs+4nMjYpUrh6u1sxZyco34lI1++mrzRNzc+MjXsp7zCjhjezfFS/G26DIFGx8JAgceC+Ir61j71XWosN+XDwD7ff9cvRU4CgXGmruUCFNiUjy05fhy9rE4+nuPrCfV8GquMT95NAZz2hmPNeeKjTauGU8s1/TTXhpbsCWenr7W5hd4Nt6pOuAjZwnH2BS2FFfKn4ojP/PVjimu2ljgUnlpq+FmEw4uNvgc4VM/MPt6cU/7Wn/Pun04qVPTB4A6nYyyAkelQOrV/30RgM0hG8sl6lZu5ot5FBN9NWvlTXGpv4aPGHCVYlO5EJuzl7iYMzdqbORXH+MjhnYdazCKT83RYOJVf1zaZMKua8zZjEbsJvji/6GfYw6nvIwdG5WTWNpyfFozsIrTOfl6jayrFx+e++/Z9Pbk6rVH5eFBZW6diNeDTy1f6q8CWt/YnH89cHM+ptT2/D4AbE9rZzpyBY71P4CtDZk2fq2xa/oVwz6m1K/7b90P8ml8XIOP/pQv+lvzj+Fr9WCNKb6cD3byK4Y2jilO2jSudzOc44tNOGsZG+c01KiF8RyRjzWqbawO9bfE57C0K6/Wo/7a5lW5tjlfe32tWhzaflr3f2h4HwAO7Y56P1ZgpgI8qNQ0TDWptKnqxVnKu40cmh/5dI/q07licjUqRmNL8xxXKabWp/XEPLX7rs1Vg9N6avA1GHLG/aVitfnUphRY9aVi1RZj1adzcAJLfE2OGgxyEAduzmFnLsxrrhgfY8jHHFwrjj619ZqXmtaSb0r+Xq/ST8ldE8P6gO2995r8JQz/3QHGfyUoKdXP5wNAPy3NZAWKCuzDf9RaHv1h44RN1zRPRXG26NxW3dRE87VukxypuOibkwf8kS+VU3MArzHqY2z0E0M7R+LjCD9jog/rsXjGpDhiI8pHfhCDhjT6Y5OawjAfxhivPs7JGbG0A6dzxnFUX+TQteIYe+hjqdmlb6kmGPzkZi7oTdsU7RELLuWewtMrRh8JqvnegH3496+XNvvC4wPAvtwp12kF9lSB2iaN22vFM27uqE3i0jXkco3lHfNTgxKOvlwN5Iij4tWXs5cwiIl1cF2KU19qXlML42JTHNfEjY1T4hCTatBp44jcyq/2sbrUjzjlgW8ql/JyXsNFjNZBG0fwpfzM49EKWIF+CvgA0E9LM1mBg1Ag1YgdxMYaNhEbyRZNWrANJSWhWifycs0xGTRi1FjljGGKo6+EJ4ZjjMc6p120x1hypkZiycF1CkubNqRq0+aUdh1TcfDn4oinnyNi6OMIH364VgzmvNRP29g4JabEmdpHCQ/flJgS55xX20u8rb611IG611RL1NF/IYiKLL/2AWB5jZ3BChykAmyotrk5bd6m5mccuMgHG+3YD+1T9qaxkXcKX22M5i3F5HA5e4lrzAdO1XUMP+aPNcY1c0U7eFO2XD42o2iMOU9hcz611zTXxGhcKh9swBCfw6TsU2KYDyPjtUbaUvmWssUmdsojNpGjV63Ky7rUNjdPT665tWh86+NAGttjzvcP+BDRpqYPAG16GW0FrMBMBdiIsVmbSbf6cO4XhcY9q48biRjaMabw6uecHLV4xqVGcsGX41MM5orTeYqfNuWgDWPKTluOe8yv/JijkdXGNvpr1q3NMPNpbuVQf01+YhjHNUblVXuca2xtTIkj+rBu4WU9LTGpnDU2NuzArrXRrtmHMVagVgEfAGqVMs4KWIGjUYANZO2GFZ9rSmu5Iq6GD/kVp/Poi/xYAx9xuifGpGyIZb6Un7E1I3kUy9qiTdecp+LpK41sNFOYseazFJviizaN13nE9Vgrf9yX+jRXxKlP56n4XKxiieGonJwDX/ITVztuo9nHIQJ5mKvXoSLFRxv23ytPrZbG7a8CPgDs771z5VagqwItnwA0J3Frkzi1qSvVqJyt9ZR44ZvDNzU2Nsm6v7F6a/zKV1MjMRo3lqeELfnGeEt+NJWpZhQxsNPH5jOugaMPc17RpmtyEFsaNU7nMYacOQz80ccYcEUf+VOYHJYxOjK+JUbj4xxf/hWv2PBqMwws/dEeeXJrxpEnh5tjT+WgDbxzc5NrDg85xurZxeNAfvRn2m+fDwDTdHOUFbACDQqwgWNj2BB6GrQHx2mkFxtijXGdiqmxleot+Wq4FdOjXtYDLvJpjta58qVi4dc8uh6LJV8tDng0omxKsca8pjnVGMSVLmLJyzViaNP4WJP6xmIVi7niow9r5q/FKQdjyKE+5aadeK5TY44rhV3axuYYjS6bXdqm5kY8uaZyOM4KLKWADwBLKWteK2AFjkqB2MhO2XyKQ5viKZyIUQ6dky9lo29sRCwu1M76aRuLjX7E18TWYCI316WGG5ixxnVO00rubXGk8rAG6qF7TuEVVzMv8SM+l0PjiOE4lleb7JqmPYdRnrGctf5crtr4iEvxpWwxbu465lCtom9uLsdvRwEfALajs7NYgVUrsK3Hf1pFYEOJODZ9KVsrL7lScbEJ5Zp5Ecs540t8xLSOMQfjc7mI50h8HMf8ER/XU+JZc4/YlP6okc0iG0mu4aONI2y81KYx9KdGjYG/Ni7FFW3gUv4cNzD0cWQc15G7dU0e8jJe18TQNzZqbA5LDLhTj/3k4kr2UpOqzWzkKMVF7NR1KkfK1pN/KldL3C4eB2qp79ixPgAc+2+A928FtqAAG8CYShvCHCbGTFmX8qhvCncuRnnn7i3Gk5t2rnO1lOzkUAxsczjJpRwxT1wzZmxUzhQWTSMaSG0i2aTSloqrtY1xpPIzhnUwF+1ccyQOfmLISwxH9dPWe2Q9Y7ysZQw3lS/XFOfsqGNKc1/iG9ub5pvDM5bnUPz+CM/d3UkfAHanvTNbgb1TgM1Xa/PGOGy4NVZFUh61T5mPcbXWWYvXvBqj9in7ScUof8qvthIWvpb6xrDMlcOpnVitNTVn81nbXKY4YNN4cuawtBOnsfTVjIwDT46LdvIxhmuM0RZjFNtzHvOwDrXDpuuYnzFqL+EVh/mUxltjyBebdsXQl7Ix/hBH7pf7xx51foh7PoY9+QBwDHfZe7QCGQXW+ugPyy01fyUf41vGMT716xw5tGFN5aQ/xqWwS9mYm7WU8kSMrsmj8epXO+epGPowlvwp7pZmsaaJTPFpfZgTo3wpm2IxVzzWejFebTpXf4lHY2pxiAG/4jHXnMqr8xqM4jlviYuP/qQaTjam5E+NiKvFpeKXsLGe1J7G8s2JHeNe0u/HgZZUdxq3DwDTdHOUFThKBWobtYiL612Jl6sjZ+9dpzazmlPtLTkZBy7OGU9+tdNGDEb4U3ZiIjf5NEbnjIsj49ReE0e8No/atNKvI7BjGMXXzHvz1eTMYVQLnefwsCtO99JbK+bRHKW64Eth0RxPaZBTuXI8bKZTMS025Ym56Iv2Fv5dY5es3R/hubu76wPA7rR3ZitgBT6lQG0jmMNpc5nCpGxj4o9xjsXDj7zKozG0j9U25ldOnZN/zKZ+zFNxEaPrFF5rTvkZrz6NoV/HVJOo/jhnIwq7xqo9xnCteNpKIzk1jjaMai/x0MdYrjGmbOofm6OGuRy5HGO8Y/4cL5tn+LUJVXuMVVz0xfUYlnkiLq4j79h6bvwYv/1WoEYBHwBqVDLGChygAmt4/Ges6espe2w2mRt2+miLeemHPYVJ2chBn3LQx7EGQyxG4CNfyqYxOo/YyEUs6+KYwxGvYwmb8tGGXGwY2ThjzbnmSM3HGl36lY/5Unxqi3WQYyx+zK85cnPmin7lJoY2rmtiiEEM42mrHXP5xuJjvvj4Tyl+zc00DxC5+tVfu48xHDlTuJIvV+MSdj8OtISq7Zw+ALRr5ggrcNQKaKOmQrBJVNvYPMVFG2JrOWtxY/XU+FnfWE7iuA/i1R7zERPttWvGl3KAa8zPfCXcVB+5c6PyxsZQY9RXajxLPuWrmffiIg/2oPOaGmow4AS3aoQ45qrhmIvRvbGeFk42q6mYbTW3qTy19aRwtlmBNSngA8Ca7oZrsQJHoIA2eLveLmth4zynnhJXzjcnbym25GMtc/a6rVg2rGxmuY75tdmEb0rDGTlb1lpXbLpZD8aUj3mm1jw1jnmnjLn9lvaneTRe7ZinONiI81DAdYwtrRkLzJT4EnfOF/OwhmjPxZfsOa4e3DV5gZmai7WD45OfvAsGXztQwAeAHYjulFZgnxUoNZe72heb2lJtJZ/WTS61cV7LQXxqnMOhtdXyTIlJ1T3Fhho1f+QY8xOfanLZRKYaRsTRTw4dSz7FgTtimS/aNU59xMOv9tyaeMXCRjvzqJ+2iKE9haWPYy6W/tZRc7Zw8/Gf2Fxq05iqpYSPvlT8LmyxLt1j9NXUx/hcbM5ew70UBo8DsW7k6PmmYH7HQG/epbTYNq8PANtW3PmsgBU4USDVxKZsJwF7NOE+tAHmnL6a7TCmBquYXFwqdw6rfC3zVI6aeDSK2jjGmDF/xHOtDWiJX32M4UiuOE6tKfIstdY9Icca6l26Bm0oa3RV/JJNck/unlw1GhlzeAr4AHB499Q7sgKrVmBqc1jalHKymVVbLrYGg9gaXA6jdtaGUe25+lrt5K+JI3ZuHYgnV01exYzFaaMYG1nlwRxYXCkcbcAo5yYg8z8aQwhtXHNkbq455uz0x7EF34KNeWrXul/Np3PlUnzJjvgUB1/919g4P+TGd8re9PAStVpiPaXGWEcPjsiZWvf8a0KKf99tPgDs+x10/VagUYE1fPpPY8lbhZcaYm1YS7i5BTNPzBHXzEM816lxTiz5yKH5dE6c2hCja2BSNsbGEY1irrEEFr5UMxl5iFV7jOM65otr5YjzMSxzxHrUHjlr1pqXXGoDB+2RL2dXnHLV4DV2bE7uUmNInza8tJX4azClePXV5q7FKXePec+9ttQzd79aNx4J+tbr93tfAB8D8mHg9DvqA8DpmthiBY5KATZnbO5qNz81rpYfOObAvLa+Ghx5a7DIPXbV8iEfsZEzZ9cYYGpr1rgpuWKMrkvcisOcNXN/Y/WjuWRDyFE5tfmkn6PidM6YiONac2oc5sREu66JYR71Yd5qL8XAx3yY44r88KtN55dEjP9vzFGKSGGRM2Uv8ezKpw3olBrYAM/l0dy1nLU5yYccYzHEjuG03jgnR02+GOv1dhTwAWA7OjuLFbACK1GAjWipnIgZa1pzXMpDDo65mDG7cgKb44s48ubs9HNUXsZwJIajYmHL4eiLePLkRm0mY3Obi6F9SvPL2Jqx1OS21sp8ysn61Ubc1FH1BEdrnayFtbGO0joXw1iMaBrRdLY2jyU8fbXNbCte60/NyQdfbQ0pHtumKeBX/vO6+QCQ18YeK3BwCrQ+/qONHJs2tR2cQCMbogYjsGb3mKbMO4bLJa6Nb+Wv5X3NB56zeUWaTWBcs276uR4b2XC2xkXe2vjYOKd4cjVpDmJifGqtcSk/bCkMbVNyxRhdkzdXS6s9PvevDTO4uGbzzLE1Tw98Kjfr01oxJ1b9rEFtxMV4xSqG9jjmOCOuZo184MNPTe4aTE1eYno/BkRej6cq4APAqXp4ZQX2VgE+64gNlF710CYPDRybuDVufFe1Ia/qNKZNTZ3kG8OWckffGNdY3Tl/5I15c3FqjzHaOOpcY3LzHD7a2ajSznWON9qJZ7z66VNbzTzFVRNXi0FdNTkUgxjuR+2ak361YZ6zwwcu9ee4gdWLDafa5szZkGpTXGpmFcfYsfwaA2zvPYzlL/lZm+5F56XYXr5t5+tV9654av/97lmfDwA91TSXFbACW1WATTWSxqaVhURMDkc8x1oc8amRHFpDCqc2YBlH+1h8xDMuNwI/xsnYHK4lZ64RZLOY87MGjsRjnYpJ2Rib8yknsbBFPNYRG3HRTz6OY/6Yk3FLjZovzsdqba2pN5/mZ7OJxjfV/CpW/Zyrf+o8x8XaUrxTfWNcuVpScbYdrwI+ABzvvffOV6wAXw0ovZLfUn7roz/kTjV5KRvx+zCyodUmmHtS31J7YQ7lj/nVF+fERnvLOlUD4lu4cxysA4/5tF5oErURjWv1kZuNZcpHGzGMKY2MyWGUawxLDsYonjZi5ozKpTnAibX6p+SJnOCLNuUt+RQXH/9RX2muDW5NE008xxI3fIrL8dNeg435GJuyK1/0L7FmvlhTXC+Ru8SJx4Bw9fxEoFK+Y/T5AHCMd917PkgFag8LLU1eq1DaFPbOsyR36z5b8LFuXUeenGY5e4xfco0aSrWncrPxLDWE9BE71lzGPIhnbPRxzRxYt/KTQ0fli/bIX6pNeYBTrPo0R5wDp3HRH9c5LOy1OSMn1iXeFF5z9Wo2czyws9FN1ZKLS2FLPCn8Lmzcj9ZKW209c2Jrcxh3qQK1/35fGjF/5gPAfA3NYAW6K7Dt/xhoY8dmM2XrvlEhZD7mF1d22oIlSSkm52Nt4MhhyD82Ir4nXyqf8tOvdetcsZjTp3ZycCSGa465mJrmUhtC8mHMxaqdsWxCc2vljXPGRDs5oz23TvHQ1srFHBpHLvowpmzqz82VN4fJ2Rlbk1sxjFNebTZhZ7Ma7RozZ05+jnO4esfOqUn1ijz0Rfuc+skJjp68c2pybL0CPgDUa2WkFdhbBdiYsXGL621vTPNzXqqBGNZfwtLHGK4xqg1cNXwao1xT55GP65papuZEHPNEDuTN+VLYEhebOzR8+OE68nCtjSFtqXGMJ8YovjZH5OA67mMuH3lLI3PoPkr4MV+KL2XL8aAO4oHReSpmrO7Soz81jWQNhnVNaVJb+JGnFZ+rqdXOPU4dNd9UjqXj/IlAyynsA8By2prZCuyNAmw+0Qjih+vWDUyNQ545sa11bhPfsi824jEmZadtinaMZR6O4KKvt0ZsCmuaxxJGfbEx1ZoVp3bMWUu0c00/OTjSTlzNyNgabMRoLHNzVF+My63HYsCtGJ1Hn+ZgTWpjLHypWDbNbEK5Vo41zufWyf1O3Rvja+oghjEtORmbi1HOMWyOw/bdKuADwG71d3YrsBUFtMGrTYgYNoMYp3DkcrVyteJj3rnx4OvBEetqXefuA++T8rHelE9xtfMSD3Lpm35TDWEpTyteubS5RNNZw8XmFDwlvHJrTp0zPnKm1mojB+OxTvmJK/mIiWNN/eTVOsBDOznjmvbaMfIzLjaPrY0l8ZGH/Gsee9ec48vZ16yNa1teAR8AltfYGazAThVIfQIQm8NYWM5OnDaBY1jGjI29eFgb+TiO5Yc/xmoMeODHTwuncug8cjA3R8X2mLP+Hlzk4B7Y9HOkHyMbxtj4cZ3zI5YYzFsv5eUcHDlOYODDD/G0pXIrboo/FdPDVlMX83CfXE8dkbP10txsTNnEt3LV4JlDscynPtqAgz231hhgIw62qVfMSx7m1Fz0zRnJW8vRO39tXj8GVKtUG84HgDa9jLYCR6UAG71em9Ymtwc3+XpwxT2muGkDNuaMPl2n8DFfLYZxyK85Yj3A5fy0Y0zFaQ7OGaO8uQZQm7xcM52LZT6O5CKeI/1TRnCQdyy+NV/kZTxH9efqIBa1Kb5Uay2uxBF9rOP/s/cusNa9V1X3glIQRJACUhqQUqVFwVjipeFiQUv9AI0ItEA/SanWKIlVwQs00gq9KCBSjGK4BQrVcvmQBAio2ALSUAREKYgiBUqhQaHSCoIKVNvPcerv/Mc7/3M+l7XW3mef866dvH2eOecYY87nOf+kY52zzz6z2o5nj1bssSV2Q6r9rKHd0nstd8uMW7hr5614lzRLNeORb9/A8QDQvp+jetzAcQPFDfTMI4axZTAL6bOnezNS50x7DZjpZTn1J6+VeWbmGOHRA90Yk7+pdauZ3MKHm519pJYZ4BGe+onbwvpMsU+MW1h6gfGerkOeFfzMnHCqVQbTDf5Ww+laVU/Pe//RhwvvsXbetTyf/VT70dn2uIdTneHQfeAGjgeAB+7i2B03cCtv4KX/3yvumfuJn/ABV/Hzn/ft9+QVPPLxj3pQbibhRjTyRsyi81uG1LVGzW4Lt0Yvnm829rOOcFvzj/CFieesZqjyo316uGgEo1Hs8VWPGi1OxCpGo8Vr1ZgZLcdmOa9n+6hH7NiWrmoZx/nV3nnSafUZ0agwrTyf/JOZSHJuHFtajoPbwseac/bQco3YazR2DZ9vlD+Dy3pluRnNU2OPPwy2/w0fDwD73+mheNzA1A3wV39FOvfn/08NugGMMV1rcuFrBNfw/Ybx7qFWvWLvFg7BU8wnbfWW9qw+M1c88uA4R1xbBtLNpnhbjGuvb+wF3vPVrFUejVOtPpv3GJnHMZWONL3mHO83g4u82xC3DC21ntHu1UfugV7CRj1qMT+iCwaNTB/MHit9RmYdwewx06Gx7QaOB4Bt93ewjxu4b26gZwplHh2DmfQL8rryHmf4iHGtPfc+x566rkWP6pxgqzp5dMDHuJdX3Tm+V40+2sdXy0xG7Egc9dy4jvBnMeqnHvp36t7o984ELp6lykdcjHv9enX0wMU5yAsXazHnWHRZMZTEvmIgWb12yfst827h7nEn6t/6muzR49C4rBs4HgAu6+txTHOf3YB/919HJ37J1//Q6puA+/2vfO2DNF79slc9KJclWm8VahnEqBXNZaxXsfeIGsSOqXTICwuPXLXO6FYaa/JxvmqOKk/P7KxZDvyeqxs+N4fae42e5MCyUicWTv+IqcdVdTS9luVm6sL2ervezJ7ZZvUdj0bWt1WL+ArbyvscruecrebWjelWLZ9Re/TUgz7kIjbG4F1He/KjOlH31HE1V5U/9Twz+scnAs3cVht7PAC07+eoHjdwlhvgrT88AJyl6YmbREO7tp0b3pYmNcd7zyovTKvmGvTIOJWGc8RTDJY1Yrxn3Lew6EWOYq+1NCqsjJ6buhhnPT03i3dute9pql69OEsLIy447SPWa6rPvqr5K93Yn36VTisvbtUH3QyTaaJTzed62R7jiXHOMDM5dNAV1/euBdZza/boxD6KqUXdiI11xc7N8Fku09may/owW1Zb029vvTUz3E+c4wHgfvpqH2e9mBu4JKP/rGf/P9f3kv3iMEU3kORYMZSOIQfGV3AtjOPZwyOuVtcd5VRa58gzo8+d9c3qcDO8clk9y2X8rF+GG81hEDGMo7wWDs0WxmuZgfX63nvm8zOT27OXa3ov7+EYz2sfOcLGHJyWDpg1a2UkYz7Ga3phNuFWmo6rMGj01lEtx/U0L7XuZ6jubQRzqeebmcv//55v9s3wT4U9HgBOdbOH7nEDAzfA23X4JB/iAWoTkr39p0kIRTd+eijQW4I8N2ogXXYNx/lb99X8VX60H/zqfOTBSVd78vTxOhitEQe+tYoT9TJ8CxNNnptBaqxoO4ZctornWPZRDy544SqMY7UXNup6Drxj2FPT2uu3FgsP/aw3mGx1PBoRJww17eGQi3jyYInBkSfWGjHUZPrc4JE/9+ozVEaUmWaw4rgeXK2eR/s2rZwlnvFSznB8ItA+X4njAWCfezxUjhu4uoFLfdKvvjyj3/2v+OQzkzpiQjMemrPrHlpuiHt6jtWsHmdc5Rwzez7ho4b3cW3lvbamV4uDkYwYzKAbRXIRm8XoRg75jDOSEz9qKnZd37um5zMNYcGwKldhVeu9IreHp+8MD45rxxyxdNk7XnvPaz86Q2aS9zKemXacewSzdp7Io5fn4zxVDLeqt/Leb4tO1WNUkzl6+F69muPIr7uB4wFg3b0drOMGNt3AXt/p3zREg9x6K1CD9qASJlTmFINK7kHg/5MYwWS8mMt6ZDnxPE//qEcsbA8Ddnb1OZxLv6xOzfHV3rHZObJcpTWTd4M4ag57RrKlGWvEPc3sTC3j6/gMR9/RM7texiUnXKW59ozSzPTJsQo385Khk/mrDCB5aa4xf/Cdm+WYuVUDc8rV52z1GcW1NG6yxj33Zrjt5+ydj/olve2HmbQeDwB+G8f+uIGdb4C39rgsf6hLuT0eBEb0qu/0jxp9fXqQYxW3Pikomk0//+h+D41Wr1H9UVyrF7XMxFPT2usV6zF2Ld87rurzQ6/7tgcZy5bRdH3ft8xiq+Ya2o9iW7is5jk/n+eZJctRa63SjVxir3l/9uBa+qqBBwdPa6xleHjZilZWG8npj36NmkDXi4YQjZh3TrWHW9XJOy72iTGcbBW2pZVxLjU3c26dgXPP8rae//hEoG03eDwAbLu/g33cwD03cIon/RGDf88QFx7IjFZGuMqf60hr+6/luTFfq3Guu1EfjGFmMLM5hIMT67EW44j3mP6j2nAzfJYTPs5DT7TiGuseVz2iRozFcx3qPb1eHR1f6ZNxqYHPMNS0Ygg9d8q9+mE+oxE/Zd89tP2uOMMeutJwvS19tnA5i89C7lhv9gaOB4Cbvf+j+3EDJ7kB/47/1gau5T8FcN2ekZW5dQx7N73kpKu81+gVMeSzdQab8bOca2b1LOccP5PnMx455/he9RjD0TqqH7HR7LkmexnAEZzwjovGsaopH7H0rtbIcW04UTPGGQeuVsdHLLWYd75r9HCRJzw9Ym1r3NOlzsys9KVO7Gtm/NxQOtbzziPvOedVe+HhgnENr3kerFbHkK+w1CNvBO+cCu+zVBifwTVj/pQxs/m8I/3Awx/h3ASG3/U7xTf8znme4wHgnLd99LrTN5C93Sc78Ozbfip89pOB3qf/uIEfMfaO0VlinJ1PuZYxrThb8254R/oLA4c143kO3Oiss3jv1eqB7ig+4uCrh+8Vt8yc6r1XZQ6rvPSymufiTB47jj11xeyrPlleufhyHa/18szkHO3Fy+ar8JFfxZFfzRdx6Hk+cj12HFytevuPv2TqWoauV8MUuma172FbvXpzVj3X5JlT8zATOemdepa99TlDvIsqH3Fb4uMTgdbf3vEAsP7uDuZxA/fcAIa8Muz3gEMAV+k1/CCXhjL/owY+FWgko8HMoGCi4cywW3N79si0OMvWOeGv1dNsa7n03rJGQxhj1/aa50f2ldmM3C09olYrHp0HDfC9+VQHK67jPa8asWPgUAMHxvOq8VIejFZwrNTAayUHhpobWXJxlTEE52Y0M4wxB0+asRb7jGIy3p45n3lPXWmh3bsL1cHOztDTntU78JdxA8cDwGV8HY4pjhvY9Qb8O/2VcIbhASGrtR4goklumdJWzWeNmtRG+cLvjW3p+bwtnJ8DjtYeByx8X6lVGtTFEQacfvE3e2HuVHNzCDaaPvJr19hPOp5TPNNzFDuKa/XvaXAO4fSPWJp6ZTnlI87jXs/Ij3jXErb3gj/Lk+6lmsdRM+zz9zijJts1ufsRbsaDX60zHD/fGt4Ihx4ZNstV57rJ/G1/6w93dzwAcBPHetzAvxN9ZwAAQABJREFU5A3Et/yc6jv31Vhr+kVjj+FXD6953vs7RvkK55xoPr1W7Z0zgnFTO8JFU7weHrMMZ8va65VpZ5yRmRzjGpXp994YPs+x79UwiVqFbeHRhEPcW0c0pRF1Y9zTUR2O1h6+N7fqe2gw06jWyOyjWpyBGeJbfkbuYAumZRJVw2DO9nBd12hpOs77tTjCVTw0fBZye6xbdH3mLTp7nOPQ2OcGjgeAfe7xUDluYNMNyMz724AQy3JrjD96a9Zo+l3DayMPA86d3buhjVw3uC1c5CmexbuG9/U8+6id4SMGblxHcZG3JsbciStjGM2h19foOydqKY79HO9752ZzOnZk73o9PNhqVvLgWnpgK4zqe+hIv6VT1eJ84MhnhtANo/p6HPGtmri8RnGOj72oZavrZ/WZXOy7p3ZrDu8TZ2jxzlW7xJnOdfZL63M8AFzaV+SY57iBG7wBDP0aMz9jUDHCzvE9dV2F50euxrmOn9VxrvbobtWJusRr9Ec5zCx8NG/0r1bhMXoRU+XB0YtYa48DVjjns2/xwaAR16gZ61virLf6teZVv8ibnbGn3zrTFi6zV4auyrfmUQ0DKz77jKPaSA80RrBZn5jbSyfqXkK89mxreZdw5vt5huMB4H7+6h9nn76B+LafaYEGYet39v2nBRj5RrurUsStMf700B8H06v1B8LAslYG1g2rMMTwtHoOHa/39nBcp8fZq+49mQPteF7HOob9yFq97cfN54wZbGG95vrVnMKP4OALm3FmNNBi3cJFI1td1+8lw546xyx7zOH3P2rE4/ncNGLSI6YXOw89rZ6PGrEGTzjfR95IPeOQi3PRK84DvrWOcsDRq6XZq0UNtMWLtZ7WKerHHwWbv9XjAWD+zg7GcQNnu4GtDwVbBo0PB2u1MgO7VqviZT2isa64s/mWbjZHpo/Jb2llvHPlZk0i5lLzuTkcmde58Ed4o5h4FmL1jb1HNZlzq8ZsP+F9Zt9zrhnNiHUNtJVjH/FVnJnDlkls1bIe4L1Phou5Fp4a2pE7G6Mn3l6a2QxRm9j7Z7wjd9zA8QBw/Ddw3MAF3wDf1T/Xg0Bm+v2nAlk9Xh+mdtQMR77H0pCea7KPOI+17/Xv1Su9rP9Iv4oX+2SxczU39+LYiPFa3LvRizXizPSN8OBnK3y0iTMsmKw2mmvpj2rM4LxfNb/nHU8fr5MbXZ2baY/ouMYIXpiW2VQNUxqx5OET0zfG5EdX8dFmde6IPrwetlU/p4af75T71nlP2ffQ3u8GjgeA/e7yULqDN3DKt/xwXZh8xVuM/og5p6fWWWPv3D33mZmtzLmb3D1nWKOVzb1GJ3Kqs7dw2b3Et/1kxm6tSfRZMl2vx/0IPsPEWYkzrHqq7jXwcR6PI8dr2kuvpUO/FsY1wXsu2/f6ZpyRXOzvc7OPGOme8pN/RsxyDyNzKgy46i5U32JkW1xqPgN7aprL9z5nhqVecahrBSMd/SN2zF3bH38UbO4ruuoB4Dd+4zeWhz70oQt/Dnm05Rve8IblF37hF67g7/AO77Do3/E6buC4gfvvBkZN7szNuAke1Yczitc8YOF6bnReNFgjD+2qHvGzsRtKN3iYvlm9Fr6nSd3naOmtrXFm+pyyLz1GZmUOYWd4I9oRg773jBhisMRxxVBiVGO9isVzju8rDvkRbMT05ox4Ynj0vqmVeW6q/0hfn/FS7m1k7lNg3Bdf+t8LGH4A+MVf/MXlsz7rs5aXv/zly3/4D/9hebu3e7vl9//+37982Id92PJX/+pfXd72bd+2e5c/8iM/csUR8LM/+7Ov9LqkA3DcwAXcwMh36Ucws0cZ+YmA99VPAUa+s++Y3kyjP1lwzVnjKjymN86DVq8eeXvG9GaWNdotLvqVbsWNvIjrmbiqn/KZSXQ96qxem9Wt+lU6rV6teSIviyNfseN8X81X5eFGTeGpOZdZvE4uwzu3V3es70f1xXHjp9jNve8jTtjeyzmVqRSmqkV9x7l2xMXYebGm2LUyLDnHzcxNT3SI79rq96Oz3fXzXsLXb+gB4CUvecny1Kc+dfn5n//565l/+Zd/efmO7/iOq38vetGLlhe+8IXLB3/wB1/Xj81xA7f1Bs7xth+/mxGT7/i9927w3cR7frbnmk8Eiua11VPYaH4j3uuVdpWPWqeMfU7vk80GNqspp7f9jBg/TJ730x5uVqcWOVmc8SPO9RxP3nOR24rhtzCqVTjlZ3pn2KidYTwX8cxe5amzuha5anWs73t4ZpExi2YNbpWnztoyd9QyrVZN2pEDnr6sykcstVOtsz17eOavzsg5enV0hO9h0dxjvam+e8x+VzS6DwCvec1rlo/5mI9Z/vt//+/XZ36v93qv5fWvf/3yK7/yK1e5n/iJn1ge//jHL895znOWZz3rWde4Y3PcwF25gZs26SP3iGFnrThu8itML+8aWT/VyWNaM83MyGY45Sqs61eYSnM0n+lmuVG9U+D8Hk6hHzVlCN1A+j5it8aYT/VgL83Y02tbe0btET36Ry75EY0epqUV7ydqxbm8ji4YVseM7N1E+t4NH3vVHTOiP4pxXfqJS15rlkffa+Sc77nRPb1PhR/V7eH87D4zec9JK8Y9/V59b71evz3rl/62Hz9r9wHg0z7t067N/5/6U39q+cIv/MLlXd/1XRcd8gd/8AeXZz7zmct3fud3Lm984xuXZz/72Yt+P+C5z32u9zj2xw3cFzdw7ocE3vqD0XZTrgsnf1cvHwPuxpe9atRnzu989uKjleVG9eGiFXnKg6HmseqRm3Hgau2ZOEyfc2b2zu/1iroRP6LlGOkRRy16KQ+GnFbHe73KOzfunR9rvXgLt6ed1bf0w5RhAjP9Vm4tXzx6osFKP+qKYw3MqdbRfqecEW2fhdxN3Mmau/bZ1/BHOed8j/45e42e33HNB4D//J//8/KN3/iNV/gnPelJyz/+x//4mquD/YE/8Aeu3gL0RV/0Rctf/st/+eoh4HnPe97y9m//9sunf/qnX2OPzXEDl34D537bz9b7wPxv1Yn8tQ8N8eEDXd4KRBxXGVw3tRhecsTikYsatzH2c/n8e53Rjazrj+y3cEf0T4lh9i1Gd4/5vD8zRV3HxNpMHPWJZ/XhZb1ntGQ8R80cJlV432uGUY1s3pvOcRbmyM7imFin5nly0lTea/S5Tettn/823XU1a/MB4Md+7MeueX/n7/yd633cPOMZz1je7d3ebfmkT/qkq58A6KcC7/me77k85SlPidAjPm7gvr4BjPvMTwvg6OIynr/dZuRyMfmVaZ/RGMFmprYywC09cdByvnIxbulUNdfw/QheGGbL8CN6Gc9zaFR93MBFw+Y116zyjmEfsbGHxxGLxprVdUf53t/3o/wRnHSz2ar8iKYwzJtpRw2wMe862o9oZRprc9GsokNe5o89tbhS38MooiHNUV041VzKV5jIGYlH5xrRipiWdnaGLCfNKh/7rYmZ8dR9zvkWnXP2WnPnzQeAH//xH7/SfKd3eqflvd/7vZv6T37yk5eHPOQhi1a9HehpT3va8u7v/u5XnxLUJB7F4waOG5i+AT0I+IPBjIAbfx4GZvgZFh3XjjgMbMy3Ysxuj+sPAWDhtvRVAw/OtZRznViDs2V1/ajjNebU6nlM4LlN3ojRzWaKPOZnjXdQxa6jPh6LM6KXzUc/+BUm6wl3Zo1zz3Cz2Zi70vG689l7vdLYmp81ez3j2atX887wfOZMr1evelX5rEeV20Oj0r7N+Zm34IC9dNO+59ej+QCg9/PrpY/8HHl97Md+7PKCF7xg+dRP/dSrnwQo/lf/6l8tj3nMY0boB+a4gbPewE287Sf7Dn7v0Gs4GPKe9kzdzX2ln+V7bwPyGdzYYni9jvl1nNd9D9Zza/ZrdHz2kVnXzrWGh9ETtzJ7I5iqN5quUWHJg4VLfmZFA47iGb2IjXroxjXyVPec6yivmBxxixP7zcT0yTitmvCtP/Ylw4nhxXx6zF46vldcvdCJdfhVPeJHY3SFd23Px1rUFta5Xq/yjqn2GTfLVfz7Pa8/CPbk91v3DpT76UGg+QDwPu/zPlf/Hf3cz/3coo/9fMd3fMfuf1f6XYCf+Zmfufpl4f/6X//r8lEf9VHL933f91394nCXfACOG7jlN8B35deY9nh0tJTP9JT7/le+9upz/92cR51WDC8z7i0eNfiKexotI9wzzOKCqQy5Y5hvZPW5pE2fiut4YcBXcwkTOcrNvmbO5waUPpnh81zGgetrxfG847fu3SRLizlH+mUY+K61dkb00SSutL0ujMe+z+aJ95BhWjlmFKbVi5obTu3dGPueno4nN7JWJhq9rFdLFzx8sOQVx/OAydY4X8Wt8pWm8nFG5ejHvBlGuJnXHhoz/dZgb8OMa851yZyhBwAd4B/8g38w/BGff/fv/t3lZ3/2Z69+gfhVr3rV8hEf8RFXnxR0yRdxzHbcwE3fQM/wx/kcr1plwKNJF85zUZcYTKULbnTFKEczTB4d4oij3lrhoNHCei3Do+W42f1aDZ/HNdh73Wdyk+f52X1lNjGHrpflVG/NEmv0kxZ714h4779273OfWn/tjM7zeT0/OnvFd61sjxHNasphWKlXeBm8qub5iCOOfejHDB739rFfD+9153pe+9tgYn3+LfPupRPvcM945u08wvLd/z1nuGSt5gPA7/ydv3P5g3/wDy4/8AM/sDz/+c9f9BOBT/iET+ie5y3f8i2vPjHoP/2n/3T1FqB/+2//7fKBH/iBy9/4G3+jyz0Axw2c8gZO/baf7Dv18Txu3Efwkb8llqmPhj57IIgY9cxyW2aZ5cr8VsY3amGUY34kjlx6xv4R59qtmnC9umv5Xn/oy1+j5s852sNrmUIwwle4mHeOeLzAeT3LgT/FSm/6tnpkGPgt3kxNevTxvTRiXOm2ZkI74zqvhcu4a3NuGNdqRN5emrM6W4xzPEMWz86TaZwzx7xb7gUNzb1FZ8u5Zx4YtvS5FG7zAUBPQ1/wBV+w/KE/9IeWX//1X18+8RM/cdFHfsrMf/Inf/Lyfu/3fuU5ftNv+k3Lt3zLtyxPeMITlh/5kR9Z9IlC4hyv4waOGxi7gVM+HNy0mfcbiMbaa3HfM86YdfF6WNf2GaRxLq7P4PtefwycmzdyruP7rK6caziefa8OTivYrFeG81xrj64waMfZyTvW8TFf1dBRffTl2i2+49iDZ1VPatqT95zyenkO3Jsr9f8K57yIlPmSGXNDBgZjFmuKqYFdu0Zt16E22wuea7Fv1Ub6OH8Er74juB7G+2aaPT7n99U11/Bda6/9Jc7kPym4zQ8NzQcAfQE/5EM+ZPmcz/mcq7f//O///b+X7/me77n6p58MtB4AxH2Xd3mX5bu+67uWj/zIj7z6KYI+HYjXbb40znCsxw3c5A3wOwDZDLx9R7XsO/wZJ+bgobX1oaFnauk/igO/dfWHhkzL5/F9hj1HrjJv5EeNIPitM9NvrV7kxXjrfNJjxqiV9cpykQ8m5qVPLfYiFqeHATuzVpo+ozAVbqZXC4txjMbN4xafGjrEe6/S95no5zn19BjMyCzOA+98r3se7KnXXs/efPAdd+qZD/19b6D7AKB2+lx/PQh8yqd8yvLv//2/v5rgEY94xNAkD3vYw64eGP7e3/t7y3Oe85zrvyo8RD5Axw3sdANb3/oT37YT45kxt3xnn75bzXicFz3MPmvEKfYavFYeDX0a0CMf/yjCe9a1xhrzPsKfxY5o3nOIEwXxbT+naOMmsdKvjKsMZcbf02ii7wZWuSyfzT87i+tKz/nUyDOHY7IZyEWcYtcEx+p4cJ4DV61g4Va4Ki+jN2PywLpB9Bz7qt9Mnh5wXNv31H2NdeKo6RztwcX81jj29T6xNtsLra06Wd8RzZH+IzpZ/5vIjX4D+9J/UjD0AKAL1gPAj/7ojy7668Df/d3fvbzv+77v8L0/9KEPXf76X//rV38Y7DM/8zOXl7/85Vd/M2BY4AAeN3Af3MCWB4OZ66kMfE/DeWDJ+YMAtZEVUy7sTRnu2Ndn8jN4PnJi7DztW9yIvbTYjSN7TKXPSs1z1d6xmVbFW5NXr6wHM3iNHH2IHeN7cHGteoLL6uiqRl/hycPVSj2rOc73M1jnje4xeY7Pcm70srrzR/ejOurt2Bh7P8d5PtujI46fD6zXY04xvTIu+LhGLBrCxVrkVvFaXqW3R/4SZ9rjXJegMfwAwLD64176XYA1r/d4j/dYvvqrv3oN9eAcNzB9A1u/6z/d0Ah8p16pUxj7nvGOhtxjuIxLLAw4csIoF2PlPafYX9TQ85r2bohjbUvcMuLUvDe5LT0rrvepML189t1/zB9cN3axBkYrODCsjqn2cFUXDy55Vuq+ap+9nBPr6Hu+hXdcxs1yLT2viat/nqNfpqtahoVz6StGsmW8qIHNzpTVslzkSls4sIrJRSyYmN87Hjlv1bOavcKfOs9ZTt3H9enpXy9yjvM92B7OOb7X3wLQa+3fA3Ctu7qffgC4qxdxnOu4gdYNRBMf4xZ3tOYPDXB6fXpGGx1fK1MeMWizej3uRzCRk8VummXOid2oew4MOdd0jud7+xGe+o3g6DWDhTO6ViZU/J4R9XpLp5oFjutU2C35qK++MTeq3+KpxplG9SJuzWw+EzN4bs1M1RxVPp4DA+Z5z601Zq43okHPEaxrs488xWiyVljyp1p9ltgjzh3rxH6GilPl0di6VjNU+a39bgt/9K1CN3WeVQ8AegvQh37oh3ZnfvrTn371C8Af/dEfvehtQMfruIH75QZ6xn3ve5ABj8beTTm1LOezUAdPLcbKKwce3Np1jUHOTP9I/zW9pCveTM81fdBfwx05uxtJN5gj3AoTdTymX5ajVunulc96R+0RU8y8ruf7qHnOeGR+zTOKO+fsbhJbfcGdysyO6IJhFp+XmnJZ3bFgnBPrR3zcwKlvYPgBQE8yevuOPhZUvwugz/jX24Gql/568Fd+5Vde/Xv4wx++fOqnfury6Z/+6ffdH1qo7qeX/6mf+qmrT1/6N//m3yza6+1TH/RBH7R88Ad/8PLxH//xy2/+zb+5J3Ff1m/ybT9bLjx+9796gCDPXwD2npjxzKyrVuVdY8991m8Pg4s5RquaWXWwGcb5LVzGJRc1Ygxudo1v/XGjiREd0ZwxfK0eMz19Lmmu4bZmcf3W3jUy3Mhcfn8jePqArWbI8t4Lnbg6jx4Ro7iqOR+eTOiIYXU8+7hiaGf0ogbx7FzwtPoczELOca09ePHRcG244Iiz1TGu5dgK43nHZ3vXjrxWLdPaIxdniHHVw2dlP8qtNI/8g29g6AHgf/2v/7U87WlPW1784hdfK+jjQJ/85Cdfx3HzL//lv7xO/fzP//zVJwm94hWvWL7qq75qeZu3eZvr2rF58A3oLynrj6a94Q1vuC7q7yjo31d8xVcsX/7lX75827d92/JO7/RO1/Vjc/4bwLRjymcngO+8GS032Jh/tGJMfmZ1/YqXYehdPXSglZnlaMRjDFdrVnNNYRRnONXWvNZo+Uxr+NWcbuYqw1dxlY8c12vxzl2Lc8W54zwRH+szfNfyfdT0WLheD+FbmNgrxt5P+6quHlUtangss4Xx8rz2Wb5lzrzmXPKsXos9LykemZMznWNu7zUy28xMrud9okarJiw6PVzUbcVoCrOnbqvnXat1HwBk/p/0pCct3/zN33x99rd/+7dflG+99HcCPu3TPm352q/92kUPAHp93dd93dVPDl760pcebwkqLu+FL3zh1Scmqaw/pqa/vKw/vPaa17xm+dZv/dblh3/4h6/+urLegvWSl7xkebd3e7dC6UivuQE35aNmXJwMW2l5vjUjOLSJxcmMN1oYcGJfxaPOGuser9nHHq1ZZ/RHjLQbbMdnfRyb1dfktmqKH7/7v2aOiuNmcNQcOke60bgSR1w2Q+wJN8O2ct7LNTzf4m+peT/pZD2Vi7iqp/PheG6E5xg0PNfby0C5oerhe/XKkMV8q6dqca7I781BfYTns8S+0qly9GitaPsc7Flb/FPWstlO2W9EmzthNnG0Jz+icWD6N9B9ANB37DH/+kzTZz3rWVfGvvfd5/d5n/dZXvCCFyyf//mfvzzvec9bnvvc5y56G9HLXvay5cu+7MuWv/AX/kJ/uvsM8V/+y3+5vpd3fMd3vLp3/12Lz/qsz1qe+tSnXj1I/bt/9++u7vQf/sN/eJ/dUn3c2/D2Hzfx2UlUx/BTz3LUWN10k2MdMeAjGPS2rN5HZrdn0md7ZXrKRWPuuFib6TnCHcGoZ8v490wdhrGHmznbHljNw2xr9LbyY0+fJdPu3Z/4aIxgY/9Tx/FM2YwyUdFY+VxbTJbrohNzHnvfau/zZtysT6WlfNQY4YNp6cYafSI3xpGnuMKgWWEqHnjnKxdfXm9pRd6pYs3gM52qz/2q23wA0FtQ/tbf+ltXd/NWb/VWyz/6R/9o+iNAH/KQhyyf/dmfvbz/+7//9VuG9ECgtxQd72O/9z87/bG0//k//+dV8vM+7/Me9IvW+kVqvQ1LvxPwr//1v15e9KIXLZ/7uZ+7/Jbf8lvuFTqi1TcQzXcl5EY+4/Tqla7yI4bfv3uPqdbq+apHhcu4aFdayjtvBO9amTney5x7n637c82EudS8mXnzc3jdeY5xnRYmcogrTsxrFubxmu/RdFysUwOrunKO8z24NWumk+V62j7zDF9Y53of8jN64kd8jOnRMlazhqulRT/WqO1c7fWKmBij1VrFkR6aYFtaERtjaWQ5tFur83wGz7f4e9Vm+zne5/Z5HON5349gHD+yP4XmSN+7hGk+AHzTN33T8upXv/rqvJ/8yZ88bf79ovQ2Iv39AL0N6Bd+4ReujOyf+3N/ziH3/V6/NK2XDP2f/tN/Or2Pt3zLt1z+yl/5K1d/VO1Xf/VXrx4Cjp+mpFd1tuSo2Y84j7Nh44OF4h5n1ICDw7yzZnO0chVP+lWtpdeqZQ8Lwlfm3PNRt9Jq6UWNGHu/ln7kjcZu5jCI4nq+peUccMpFfoWDc+41zqf+Prfq2czM6VhyrPCyHmBOvWbz+TzMqDk8v2YuTFNm5lTL8r0+znEN5RV7Di3lePme3Jo16zOjwzniPOSlVdViPsO2Zmn1aPHW1GIvn933o9ronYq7Rnd09vsd13wA0Kf98PqMz/gMtqtX/TRBDwB6ufZqwTtE1IMWvyuht/289Vu/dXm6JzzhCVefpqS3VOknAvf7A0B864+b5Giiy0udLPTMuPf1eXptnNfD9upuwDH8zvG68i1MVnMt9q45yoG793oKE773jK23/bR6YQTdHFZ4sKr38L161qPFUc37Ox9eVXds3EcOcdavVUM341Fbu0bNLefNZkDPa5zVczN7mS0M3QxvD2zsO2P8IndmHnFHe1XYqv+o7ui8s3rMNcvL5qk06JFxjtxl30DzAeAnf/Inr6bXL/3qPf1bX4961KOWd3mXd1l+8Rd/cXnlK1+5Ve5O8b/v+77v+jyPfexjr/fZ5l3f9V2vPoJVH8V6PEhlN3SeXGbWMftZLU41gsk42UeAgsOArzHf4vZ4LX1xqWse3zOfYyqD7vlTf1eduejjvalprfKqwdW+93JspummDjPnuZ6+OCN4tKNe5FdaVT7qKZ7BVnNlultyvZmoj84DTjz2I/NFrGJ6t/gZJmpFfmXgIm5LPGIGNYfjYqz+I7O2MLHW6+f1Lecf4cbZRjjnwsR7qGaNuHPNd/TZ9waaDwA/+7M/e9Xtt//2375b18c85jFXDwCvetWrdtO8C0I/8RM/cX2M937v977eVxt9TfQA8Cu/8itX6yMe8YgKeuQHbwDzLvgac+5tXMvzaHu91wtsDxf7nCPuPTDMzIA5zoxx1AGr/Ag+8ltxT4/ePZx6gNV+BC9cfGEKMX3R6PVMJ7yoS0w96lKv1ohHh7XizealF3u5Bv2EaeGcIxw8z8c9GNfNcvCirrDO9T2cuIKhj+rkwMaYfGuVaZOhGzVvbv56HLCOI6eZfB9ndE6s7RFv1dfslQbnquqaP9bg+NmynNf33O/da60e97KWv+ed3K9azQeAd37nd766l9e97nW73Q8fH6pPuTleD9zAf/tv/+06GPloT/0UgNfrX//6Zc8HgDe+8Y2LPmWIrxV91qya7RSv+LYf73FpRpl5MPI+K3uvgafmq+M8r338jjvmXHlq5IRnT0250Zdz0BHX947xmjCPfPyjRlvdg3NDfU9hMnAdGfO15tx1RkbwPrz9J5o5N36ZZq+ecTwX+3nshrXVxzmurT21Fj9ystj57NF2vHLUPa99lY+4FrbqmWnsmaPvzBl6/TFdjosGTLFw+sfe8dk+081wo7lKL87a03MduL0cmo4jhwYxa5WnflNrb67sjDc165a+nKN33i097iK3+QDwXu/1Xldn1i/t/o//8T+Wt3u7t9t8B/oEG73e8z3fc7PWXRL45V/+5evjvO3bvu31vto4Rl+bPV/6XY2/+Tf/5p6SVz/12VXwhsUw4m7WyVWjOZa9OD0eehHnZhuMVs9HE+4xOFbXqPZgXafC7pF3w7yH3hoNTH6chTyaqpNjpbZmnTF+PSxm0ucQJ8s7Ju5n8I71+aq8ejku9qbufDAxx9nIV7rU0UavtTonw1V18sxGT/KZlnK9esUbycswYZ6Ej7HXKr3IQUcr/J4xow6+6kUdPLgYe28wcIl9zfhez/aZXqajXIaVpuczbtZ3j5z3jXozc8xgY58jvvkbaD4A6O06vP7Fv/gXy5/8k3+ScNX6vd/7vddG8HgAuPcK9VYeXvoDYL2X/zXlvR8A9IfHHve4x+3yE4Cf/umfXvRTAH9g6Z3tpuqY8j36V1rRxPd69fBuxDHnmSY1xwvnMRjnZznVq3yPS79opsXLcq4X9y28G/AMp5xjovZoHLWJXbuVG+3Tw7lJrMwuGq2667Bv4V0TPDlfVct0Kg75jOO62X6UQ49Mo1XL8OTUu8eNdZ831tDVGrXhtTjOP/c+mswY+zytmuPW7DGpWQ/lqI9qZzqjXOHgZ32rGnnxM57ya1/Sc/0RnT1m2EODWffS0t+60ksfsHI/vJoPAE9+8pOv/ujXb/zGbyx/+2//7c0PAF/4hV94fadPfOITr/fHZrnnLyOPvPXGMSMPDDN3/OEf/uGL/u3x+qRP+qSrTyra828+tN7+s2ZmN9mVcUfXseRYe1xw1er8Vp+KTx6TTcxKfsS8w5ld6SFeq48bZHpglIm1Ok71DOP4S9z7GZiPt/8oxshRY8XYVXVw51wrE+ozxHk5h2NG986Nuj0Nn1U6s3z0M57PBU5rlXeM72fwEesxM3rO++y5j4ZxxDyOYJgRM+ec2BNstTo3w7iesPTMsJ5zXdfIMCOaIxjXPtWeOXQ+zkjuVD0P3Zu/geYDgN5n/tEf/dHLN3zDN1z94annP//5V38JeM3YX/qlX7r8k3/yT66o+iXXj/qoj1ojc2c5+qQlXr/2a7/Gtlwdc/w+RXlNJyu4WfcmbtzBeM6xM3u0xHE9N9luvtH2Ork916wn+qrN9JdRnjH4bqwjL8bMtGaNWjHONB3jc4J1o4Z5oxZXsD1cxVO+4iqPfuSfKmaWvfuiW8090m8vjGbYcrez3JG5q3uJRo8YI1jxWvkZrvpFfIzVi7m097rnVYuvDOs58FlONdd3jO/BxZzyWU757OW9snrMufYMdwZLT3qt4aJxl9a78NOC5gOAvljPfvazl2/91m+9+gu12st4PutZz1pGv+usnx78/b//95dnPvOZ1197/SEr/UGr4/XADbzDO7zDdeC/EHydDBvHODfAjjC5AQy0m+oElqZmOPTJhKTTqmcccjLVMteY7xmTjQZr5KKpeqzB2bKi6X1G9XhAyAz1qIbj3KR7fsveZ0OfVbpeX9PHjZ4bXt9nuvBauFZNmj2NjN/iOB4cq2q+z860Z877SddjzeGz9vrCZX7w5Im3rswU+8zoYurgYO7IE6tODuyaVXpRR3GWRz/WfCYwvkZ9r2X7lh61liaYTDvmZrDOHeX5nKMc73Pp+1Of73556w9f5+4DwO/5Pb9n+aIv+qLl6U9/+hVHvyD6whe+cPlLf+kvLb/v9/2+5Xf/7t+dfgKNPkXmJS95yfIlX/Ili3/E5dOe9rTlGc94Bv2P9f/ewO/4Hb/j+i5e85rXXO+rDZi3equ3Wvi0pgp7V/J7v/WHe5kx9XDiOmrms16t3Kiuz+MmOxptao7XPuLIgfc6uaihWDXHZhjl3BQrrowxOOqs4mx5uQ49tuiNcEfe9uM60eBVRs/zcKTD3uuur73XfA834qt4C7fS3GMGNHy+ql8rP8qnX0trpKZ+0vK+MfbaiOYIxg1WxGMoW5jIUSweHNYMR24EU2kyI1pbV83S02TeHo5ZZvHwsnW0Z8bNcnvrZT2O3OXcQPcBQKP+mT/zZ5af+ZmfWfQWIH1EpD5/3r+jr7eg/K7f9buWhzzkIVe/5KtPDfqlX/qlB53y4z7u45Yv//Ivf1D+SCxXD1LcA3+AjTiub3jDG66+HsrrAW30pzFR54jvvQE325kpvxf95sg51MXN8tSp0cNj9sJSh9dbW8bcuSMG3fGtfdYzy0nD+0bTHePYk/pNGPc4SyvWnMyolblbnKyGuYuG0mMwGf9cudkZHO9naZlbx+lcERtjYdTHeeyr/uKc6pX1Hunlswof4xGNEQymD2MaOVUenPgtTFXr8dDP+FlO+JjnbNRinR6za9SF73lyvs70d2xP13vc5f0l3cNd+GnB0AOA/oN6znOes/yRP/JHlqc+9akLfyCM/9D0EZb+l2zJsz7ykY9cXvCCFywf8zEfQ+pYww383t/7exd9ss+v//qvLy972ctC9d7wB37gB65wyurTeo7X2A2sMdctjtc0gRt236sGltVz2uvltSy+AoX/cbPtBjvArsMRzDV4h03VD5PsLWbN8haD7X3PuccMzvQc4YDBJBKrj+9bfR2HzgzfteG7ptezPVi4GUa5WI9xxVOeHhHjGhGj2OuRi64wPVzGnc0x35693Gz6PFV+FuP4nomjHnuTd6099+jHvuoRa2DIC0PO8dqf8+XzbO0bz7On9tbZDv4+NzD8AKB2H/qhH7r82I/92PIt3/ItV5/s8u3f/u2LvhudvfS+9I/8yI9c/sSf+BNXxv82fAxkdo5z5fRLwB/xER+xfPM3f/Pyoz/6o8sP/dAPLR/wAR+Qtn/Ri150nf/jf/yPX+/v8uZUb//xO6tMu2Na+2jghY2a5DJsS1u173/la1NIZbJTsCV5eHA+OYNdbat8xG2J/aEgexjw+po+zs/0K821PPT8rT/kRlc3eRi/jOu4rF7lWpqRM4qNs8QYXeWl6fWsR1WPXHR9da7y6HuenPMcG/NZ7HqxrlrWo5q/yqPb6gVmZnWjN8MbwfZMY1bXPFl+pN8MZq8e6Mzeo+PR8PmznNed73n2PT64Y71/b2DqAUDXpD8G9omf+IlX/371V3910XvR9ZYg/XvoQx+6PPzhD7/696hHPWp567d+6/v3Zlec/M/+2T979QAg6p//839+0d9e+K2/9bfeo/RP/+k/vfodDCXf//3f//g0pXtu5/RBZtxl8rP82ml4aHBN30t3xJAL4+be53G+7x3veee29i2+9PgLwG6qMz3qMursHVcZ+FGs4yot7zezb+m5ectMIX2oOT4aSTDiOM5jx6A9u7r2Vj34rjkzj/O0lx45tDk/+ahf5cGh6zH7LavPKp1qjiq/pfcpuRjNniFtzdDjxh6KnUNdPch7TvnIqXDC8nIN8NR8bdXAuZZyIxy4ER+1HLfX/hw99pr10Fl3A9MPAN5G37XWe//173htvwF9N18/Bfjn//yfX33s6h/+w394+YIv+ILlgz7og5bXve51yzd+4zcuf+2v/bWrn7roU5Q+93M/d+GjqLZ3v/sKGOtznxTzPtJ/BDMzfzTxbtBndJwXNVs6FdZNspvxltZN1XzWc88QTSP9T20So5mmb7Vuwbsm50KP2DFxDzbmszjqiRtz8Ko89Zl1T62ZvnthZQZnDWvWe61Gj6f6Xoa1p9Or69w+D3g/g3Lk196T81070ztHzmfw2c7R23tcyhw+06XuNz0AXOqhbvNcL37xi5enPOUpV9/9f8UrXrE84QlPuPrJSnyrlR4M/tgf+2O3+ajd2U/9th+MeTWIzLhjfO+cKh/NvHAx5zqjezfVs8bcuVk/6tJFm1zEUycv3Ag2GmrFrYcAr0cuvVmpZ3rUhM3qaMTVsa4RcVncevsPptBN6IyZzfrN5Ogvjs+ABrOwkve1VXPc7N5nm+VGfHa2iFE8ioPL2fecFe3Wqr6Pe/Rvu4JEs+NxS4MaRm2EB1Zcx/seXVbVnEe+t8KL2q6lfaxL1zHeB2zFExaM8zI9cFnNuafcMwM9mIU8a6wTH+sDN+DfSL0Lv9z7wMnau+EHAP3lWf0hr+/93u+9+oXfn/u5n7v65Bq9DeVTPuVTlsc85jHtTkd16AYe9rCHLf/sn/2zq7+/oI9Qff3rX3/P71noU3/0nf/jD6kNXedJQNHEVw8ANI8PEsq7hvN977iYVy0a8CpXmXLhT/3KZuz1nDXZmV5Po1fPNPfIYRqlhXFkrfSdA8ZzFd8x8Kq10qjwWb7S6M1BveJ7L2EjzmO0nON1z4NlVQ39iuP8S9hj+phFMcaPGjEYX1s14dADR+wavT1c9BxPrZp1TT/00Sb2dY0uM7oOe2re0/fg4uoYNCIm5sVxHnjlIpba6Iqu62S5Ub0Dd9k3MPQAIBP6pCc9afmu7/que06j9/2/9KUvXb74i794+YzP+IzlMz/zM4/3/d9zQ+sCvb1Hf29B/376p3/66heC9UvUj370oxf9FeXjj6g9+F7dILu5FpJazLsKNbDOc9zMHi20K67X4VTYKj9q8jHkFZ669yEXOYqpOX7NHkOu77brHzFaMSY/u275bv6WXm4y9zaXrq0Z99afPbfwcSblfK6srpxjxNErw765cq+mcs6v9ISLtVYP4bOX98rqWS72mdWI/KwHOYwbsVYZuyzvGN9HbIwdO7KPfOaJeddyM+r5uG9pOFY414w8auRZybvW7H5UYxSX9ReXmb2u3Kgu/FG8+oAVdw3fZ92yZ44tGvcLt/sA8NrXvvbqPeg/9VM/Vd6JPrryuc997qIfnWg9XvvdgAy//t1Pr1O/9Ye7lPHGcGtVvMaMO0faaNLHV/p4bmYfTXjkjppyN+4Zhz6O815V3jFxL01+CTjWqviUhj170Mj6rXn4aL31x886Y+ic19qPao7iWr1mDSxakZfNkuXEVz7y0d1jbemvrTGXz52dz3OOhZ+99Uc1Nz3aY8DgnXv1eVqztGo+c4WjT1V3jVPs1ZcZKv1eveKN5KWdnd17ZnXPOXak5wzG+4h3yl4zc0Xs/fS2Hz979wFAf/UX869P+fmjf/SPXr33XJ9b/+M//uPLV3zFVywvf/nLrzQ///M//+qPhulz/4/XcQOXcgPRoGuulkkfmTvjZ32yXq2HgEojmwmTntWUy+rkKgNPPdMUp1XPOLP4NWY766tcZeY9nz0EVHqzeTdzs9ybwmM6q9mpZ/P1OF6vdByT9SAnXNSIuViHu2VFkzmJ0YwzkM/WyBUmy2XcmItGK9aJR3HCV+ayV1N9pg96kYdGyzSCETe+WvOL16pLq1enH1rErNncPq/qGQb+6LqHBr3QinNSz9YZbMYfzZ2rz+g8dwHXfQD4qq/6qutz6hdP/+Jf/IvXsT6dRn8Y7OlPf/ry1V/91cuv/dqvXf0E4Cu/8iuvMcfmuIFz3MCMcc7myfiec8Pv+55WD5vxs5xmqf4OAPjK1FNvrdGoV1pVXtrUKq2Yb82zpeYGP9PhIaOFA5Pxt+Ywj1t1Lo2Pea3O16vH82R4chGruFUDX81GfXTNeim3l77mkJb3yczZ6Lx749yMubZmrGqOi/s1nKjhMXfludn91pnE9/sYmcl7VtwRHT/rLN65a/bez88jLWLHeA/qylUYxx/7bTfQfADQH6T6j//xP151eOITn7g84xnPeFC3hzzkIcvnfM7nLF//9V9/9QDwwz/8ww/CHInjBkZv4Fxv//F53Oh73vdgMkNPTXivK1/V0I74qAFOqxtozHbMg3csOdaKSz7jKkcdHcfFGpi4uunumewKO5If6Zv1z3JRq4p524+bNse6OQQTTV4Wu8bIHu0WNvYB6zOSq/QcGzExRovVueS09niObe1dP2rG2HVaNcftvc/mjbO4OVJ/GaSYm50Lk+U65Ga1ZvCzs0d8Fqu/n0NxxCm35RX1o9be/aK+Yp9B/fzVqoEbwbhuD+9YerB6zXWoH+vN3kDzAeBVr3rV9XQf93EfV37m/Lu/+7svH/iBH3j1S8KvfvWrrznH5riBS70BN+Y+Y2bIve77SgMMWuC0khPG93DOvWLc3cxXM8SHALgVPuZn8ZE/E2Pk/WEh8r0GPmKqOHKJ3chV3LuYP+W53Qh7n5j3ePSOXW+U08KtnQHe6DwyVmsNFaZM/Ewjy7XO7LVR7iiOWdXDzwzf6z7HyN412Ivn+y362QyV3taezs/6zubQq+bN9NZwMp0qNzNLpXHk772B5gPAL/3SL12j3/md3/l6n23e4z3e4yqtTwzSXwjWHwk7XscNXOINuPHGnGdzChfrbuLRcQx7apmuclk96wdfuv4WIDfjMtYjBh6t3rrFqGdz+KzqjdnGNBP35tpSP0eP3nxu8kaNXk8zq0ubXln93DmfJ57b54w15+0xc9SXpvqT91la/cCDGeWBhz/Lgz+6yjBhypyT5bze2leaPY7qW/q29L3mJnGvflGndwc+g2aLsXJRUzl/9eqOvS377B7i7BXG7yNiWrWof4r4Nv8NgeYDgD7dh9fbvM3bsE3XRzziEdf517zmNcdfB76+jWMzegM38faf0dkc5w8Bnvc9DwLKudmf5bpmb+9G2028m3LPRz3nx1qLJyw9wBGjo3j2E4Aq057l93yYQEuzZ704k6+YOuXYY/Bi7DzHkxceLjnWLB/xins9s770iCta5LMZqLFGDnnnRoxqMQcvrq6jWi+OfI8j12vZnjlHeJwnYmNMnywvwxNNjsdwszVyM8xMbrSva8LBuBE7Ju7BxnyMXavFoQbeY3JRu4rBo5HhwFBrYcFUa4/rvSosGNUrjPd3jO8dE/ejuMg7Vfzk93vKlTQG/X79pJ/W/TYfAN74xjdec7nE60TY6BOCePmDA7ljPW7gEm7AzbjmIcaws5Jn5hiTz1bHopfhshzcyCMPR4Yaky3TrX/kMOFgqXkeLpiZteK6/ohez1xjxHu4Vq8Wt1WLmnGWFjczcVFvz3hNPzgYVJ+HmnJZ3bHsexx0HOd7dEbWFi/rg2aLB6ZapbuGD4e5Kv098jJgGL0ZvbW8mR5rsX6ensGMWD8XtZ5Grx7Pga7yM1zHouG52MfjUZw4aDt/dO/cmZ6j+nvhLnm2vc54Kp3mA8Cpmh66xw1c+g1EA17NO4qr+MqjEU1+i6ParOHu6akuc++6mH3PjehcMsbNPHvNi6lnzc6Q4TNczGEEY35LXJlS9cJwsqrPyAwjGNfcMv8sd7TvyBnUW3oZlj5ZzWeu+I4Z2ff6yIhhcrR3YyZ9r3m/iPOaOK26Y6v9Go2Rnpyn6nvKPPP5DL6nt3BgPad9hlfe8Y7xvXB6Zbk3V9r/S4+1/EodXdX31q56ev4menr/bM83xW/zTxaOB4DsK3vkznoDp3jrD2Yac82BPAZDTavnHMve6+CpEWv1F3VxI1845cA4b+89Zj7TdYMfHwJiLeN7jj6zPNfQPhpxzHfMZ9ioRYwGcW/t4eMn/2AeXTcaPMUZDg74aDAVOw8cvC3rVi2fqzVHhmv1Bi9MxFFr9WvVop5jvaY+HoMjV9XBaXWs50f3bsCcs4cxQhst4lYfYTKcc3p7+mW4TDvLZVzlRrE+g3N8D8ZzVV/ysxzXhosWq2OUA8ca6/BYwRGfe/X5zjnLbTbop/4aHQ8Ap77hQ/9kN+BmetZAw23xwOgALVzrgK4xglMfceDRV6t+CdhNtethupXzvWNOvZ/pi7HOzHycEyx54hEunJEVXWFb2rGGuRvp0cOs1Roxod7bzXPV0zHOnd2jP6oHnj4VbwQXuZFDj9nVdXwvHXrGvGrkWhjhZl5urJwnk+W1c5oun4O9z6KcYmbyGjl4rTWeMWL30PI5o34r9jP5vsXJahU3zpWdNctlPbKcc6sZMt5N5nzON73pzb8DcJPzXHrv4wHg0r9Cx3y73ACGWmKY6kwYAx5rzs9qaFZ8cVo1NFt9MP8YbVa4syt6kUd+q37UzWI33apHc+0canBYyTt2dO9c9Ea5FQ5zp7obPvYVL+Zn8fC9PzmtVd4x7B3LHJ4Tjrz2VS3mM16GEW725fNErtfo57mI93gU55zeHk3Nwr7Hoe7GjFy2YoYcT67CO9b3GZ6ccC1dcFojVrzRPq7j+6jpNeYa6QHW+b5Ho8JRF6fCuN7svnXOqOX9fa6IG40vRWN03nPgWj9Z4O1BmqOFO8ecrR7DDwBf8zVfs/zgD/5gqfWyl73suvYlX/Ily8Mf/vDrONt82Id92KJ/x+u4gT1uQMYZEy4930d9THZmyFu8qDMSt/SoMc+I3ghmjYHH7MP1PtQ8N7JfyxvR3gOD4feHgKirGjhqipXn7T/kZ40lvNaKZoaJNcykDGWsZfxWbg+Nln5WmzXCmUbMZZqcLd4RWFbuU5pgqdGHvGJqrGBa6+Me/dta5bTm5i4FFMkRHhg3fOQK2RtL+4y9IfwM4sXY+eg6RvUYK+dY1YlV49XrJ5xjsj6VFnlfW3zH3fU9JvySDfhNfw2GHwC+9mu/dnjWL/3SL+1i9cU5HgC613QAGjcQDXx8CHAqZls5DDer40b3ruea2sdaTzOew/HMKEw01Jj1mHd+a5/xshx90Mow1Hqrm+lorqMRBxvzkdfrOVqPfUZ5bgJbnBGcMC0D6bURPc0Dp4cf7Z3p0EP9vO55n0X7mVdvNteawTov7uPsse7njLUqjrNhGkdMm5vESj/Lt7QrzRYn9gArLV7kiL1GrlozbsyJq1w1f6U9kkd3T+2Z8/dmrLSyO+ppVXXXqvpV3LX5m+i5dtaKx0OH6tWDxwim0t87P/wAsHfjQ++4gZu4AQx11Vt1DLxjo0mPtUov5tGO+dk4mnL4VZ56b438LWa/10v1zHRj/Fv8jBfxUUcceF7TnnzUiPEILjOGbiazuvfp1R3b2nvPiGvVHJvhyPmc5OBSi3nqWsGQU5zhsxz8WIuaaLO26lV/5/hemvRX3mvk6dtaMZxugDJ8r55xerm9NXt6WV25ymz3zGempzNXeqrBQdtj9sLpBebN0QP/W+UfQPR33msPvdgxao72c5w0PY6asedNx8znM9/0TJfcv/kA8NjHPnZ55jOfeZL5P+RDPuQkuofo7bqBrZ8AhKF2Qz57A9HcZ/yWflbz3MiMETMyU5wzmvdYr+IWj5oeBNij43H1oOAYeDPriOGe0QOLrj8IUOut8a0/jnfj54bQMXvuY79WT7AtzMxs6M1wer2pZ9qqxXzEx3qcTXU4qjne886LGI8d5/vWrI471V5G6FwmCNPVO0tvHtcBq1V5auRbvcC2MNSinnOpeQ5eXB0DL2K2xK5f6QiztfcI3zGx58iczI/ODAdub62++97jnaN+SbM1HwAe97jHLfp3vI4buC03gPHGULfmBgNHWHK+93pLD84MvqXns1S4yniDdwPew4qTGX20RvhgWyvmu8L06hXPzbxr+L7iZnnX87obwMo0On6vPX1ne64xo1UPzzOPzuc9lAfHyh1UHDTAwXM8tYj1/Og+081yM3p+B8zomr4f1T01zs0Xhmy2Z8aLxjDDeB+v+0zCeM052T5yM8xtyGX3t+ZsM3cX74V+WzSiZiumXwtz6bVLMvcjd9V8ABgRODDHDVzqDbgRr8y0Y/wc5CueY9fspUsP8dnHflXezbibfGl5TXHvFfHEUdd1WjXhsvpaIy49N+OjOj2ca6pH69XTyrgYPhlDDG2Gy3LOzeojudmerhn7Eztmdh81qjibO+bE9Zz2Ua+abxSX8VvcWItxpkdub5M1qifcnsbLtbQfnYN70LqG4/xq35tn5i6yGTk7a5wDDnXWiNsStzRbNfVkvtjfeRUmco74dtzA8QBwO75Od27KrW/9iReCccYwx7rywkTjHXFZ3OLEGv2V5xVzismB6a2Ox6BHTpWPuNkY3czUU2tprjHPLb2qVvVxo19hKs2Yj2//weRhRlnJR/4esbTpw9rTHcG1Zh7hC9PS6M0Y667lZ27hYq0Vcybvk+H3PlfWg5ybLeXOabjUe2u/rfx4Dz29OLPjYw1tVrAVTnl/VTjHjO7p3cLTv4WNNZ9Re9cAS26k9whmRC/TWcvLtG5j7hJ+Gfh4ALiN/+UcM5c3gCF3wxzBbs5jrcWL2FYsndhnVhs8Z6r6tUx4Vhs18nBH8Bmmmncm7+Z9hndKLMZRPXrmce0c3mOtxh48P9/sTHDX8vaYv6XBfC1Mr6azjei42cGI9bTPUfe5ztGv18PnGbmnHsb1qt6uwd555DK+46g7XnWPwdzWNTvv1rP4/ZxCf+t8d5l/PADc5a/ufXY2DPOexz6F5pr59BCgvwRcvdyAY9wr7G3Nt7577w8Ko7jePbR04FbmtsrD89UN5AzPNeK+p9mrRz3FLY7XIhYtzubYLAfeV+EynmOyfeRlmF7O+0asaqM93Oi4jptEMJ4DizkC4/mYo9Zbxct6iVf162luqXMOelda1cwVvpenH/17+Fhfy4s6s3G8B+bgPJmeMFk9y2X8I3d3buB4ALg7X8tbcxLe/oO5jt8p3+MgI5r039qPXplelmv1czy6LfxMzR8SZniOrR4uyNOD+JGPf5TTm3tMvBtv3zfJVkRHKfFdw2tG6W7jW39EwBhiYrsiGwFZH2ZoSYPJ+OJ5nb3rwctqjhvdoye8ayrvcUsvw7lui9uroZP16HFjHYOGMaPeM1sRL15l3FRDL+OpvubV0uJc6NJfceRRi3m42TqDzfhVrpqFftRbfLAVxvMVNvapcNISVnUwkUvd+55iT39mOkWP+0nzEn5h+HgAuJ/+i7vPzupmWkff21BLkx7SRp+c6r2XOC281zDVaLrZVo2Yem+NehV+FCf+DJZ+LVPuNTfycLesmd4e/dw4YiZ9Tq97vto7PtOreGvy0vd+rhF7e5xx0PKac1ybfVYX3zXA7rEy44zWKCcatdgDQ1XhMmMHx7WynNe1p0eGzXKRH+PIIVafODe1qHFT8dZ54vlGz8HXoIcfxVU6W/mV7h55v3vmZN1D/9CYu4HjAWDuvg70jjeAYZ6RxBBnXDfT4Fw7y1FHr4UBm63wpIOWcOypZ1xywo7gwPvaM/+xPmPUnStejH2OU+5lzjPTrp5VvppnFl/p7JHPTO8eumhk+lmuhadWrejtadQzLfXJ8poryzNXNXfGAQs3YnoxfDc75Fi9pr1MkOfA7b1itmKvKj/bP+rO8kfugVlHsLP9wc+eg5mcl+XQn13Rqnhb65XuTeS5w96ZbmK2u9bzeAC4a1/R++w8GGaM9loTjU51feir3sNmGj6X74VF23XJsaLpGHK+RmPvZh1cxJC/hDUac8X+XfmZGSte7FFpOh8z6Ngs5/WRfU8jms2oWfF7vKhzU3E1/57zeI+RexHGOdqP8LbMLNMjw4P5kZbvt2hHrcxYzfaKs6I5q5Oda08t1+/NRl/naJ/ls1zk0Q8sMTjyWQ/HOg7uzDqrVeFn5thDY+aMYJ/8fk9he6wDN3A8AAxc0he8aWgAAEAASURBVAG5XTeAae6Z5ZlTjWo5TnN4TD/P+Z66Vs9zHq/P7teY/uzhYbbvCL5n8kcN+0ivHsZ7+QNANIUtncwwYiBVc3PpOmCUyzBZzvmn3DNbNgO1au7ZuaKex74f1c04OkeWj5oZpsWVSXLzE/V6MSZrq0aL36r15tta792PZuthfIYZrPOq/da7mf36eT+41Wx75M/db83Ma+/hzWf7f5dLeG/9mnPfBOd4ALiJWz96rr6BaIZjvFp4I5E53LhvlEzp6tPqEU37GuOfNrakNGMfK1/MtjLzGtDNveMY3uvkWitGMTPILd5sjT7i0SvLUZvVj3jXjrVWPMNz7F5zM5trk6t6KO9438PtrW6wethWfYux3WsG5stmiT1iDFerGzrHZbrCO0ZxfPXqEd+Kqxmco35+Bq9Ve/Dijs47iqt6VnlmUX2kh+PRhJfVwPg6inPOsT//DRwPAOe/8/u2I5/+s+UC3Pxiul2PelZz3Cn29B7Rbhn5rJZpY8RHzLhj4kNBrHkcz6Ja5DvGuZmxdiz7WbMNb2YdnWVGM8O6aayMZsarcntoVNp75ZlRZ9c/4pa+39MeuJaG15httH/kckbPy+xgkDw/u5fGpRqnLWfccjdb+7buM6t5bsvc2dfetbN6zIH3OchF7JoYXTRjvEbzlJzefDrH8Ragua/A8QAwd18H+hbdQGak147f08oMunqJp1dVVy3Thqd6fLUMeMRWMUY9apEXz2ueZ+/1qs+WvD8YbDXwW7Qwja2zgKmMJfWeBnxW4XvcXr3Vs1XLZshyLQ3N5pwWVjVhexzOO6Pb60sdbWLWKk99rxWTs4deNHZrNfecyWcY1eUccHs84TNMzIOZ1dccFZcZHeO5uI+9R3lRh5i5FGfa5BwHd3Z1DXRnNQ78zd7A8QBws/d/dN/5BjDTLcO9puVWPeaid9Rzw+81z8MdWaM5jzEamHnFwnicYchd0urmnrl6Dwy9uutkfwOAupvQc5jEc/TgbLMrs/mdSIP8rF4PL93Yq8XZMof6VHw3Qq3+566dYi4ZvVPo9u5mtmdlSLP5R7QdU2m3zuB9e/xY95g5PNfqG2vwPZ/lvK49/cASR1wWr+FkOpeYe4u3eIursW7r7x0cDwCX+F/VHZzpYcujV58KQywz7IbY8zPiriEeOjMas9gtPSI3mvTKuPuMzhE+chSPvMBJD01y4ms/+se/3Lj3DDnYHm7kDCMY9ZHxb5n/TKcyiRGLcXU8uYjdK4763nttj6gZdbzu/XwvjuN873riqEZdMTnHVXt4Vd3zM1jn7b2X0cJAbdV2LTdwru+Y0X5ouY5zZzUdL030XbO1Zw7nkWvxRmtRi9jnbmkJ77NFLHrKt3DOcw48z2U65Ho478MeDhrkT7n2elVv/7ntJv2Ud3o8AJzydg/ti7wBGWoeAqK53nPgWe0Mn+WyGd2Eex2T7rnZfaU9qzOLx+xj/sXXnnyll9WzHHpaq3rVY41BnOVEk1zNsnfe5/QZPL+1J1roRyNPnj7Cw/Gc9pFLvVdznO9jH2pVnvopVozWHtrS6pmoVp+Ku+eM6h/1YsyMzFPVwVWr+Bl3RBdMpd3Le99qjp5GVd86W6W7Nn9p86w9x13kHQ8Ad/Grepzp+gYqoy9jTe0a3Nk4Phpz1WKuI9cs02tPzWjkY9wc6P8WeaBYwx3RzzAy5/4Q4BjPz5p457pm3Lvxi8bUscK16o7t4aKpzfCjc9EXDXgz86LhKzqea+3BM0eF7dUr3tY8863Vwei4uVurdVO81uytGvNmdzDCg99bpT+qJxzz9HRH6pVWlR/RFCY7T6aZ4ejh+B4u1p2LXrXOYCuNu5S/rW/94WtwPABwE8d6sTeAGY4DZnk3zCOmfAQT+2ax94313pwZV7mMJ+2t5hsTv4eWn3X0rT9wZg07vFOs/GTBHwpaRtRrW41jPI9rx9oesfRHZwbnM1V8x8Q50anyLW7knDpmlmrmqr+M1aUbpGj+qrNccn7mjtd8TeDQhzsjH++GuvD6RxxxrVrE7hVzBvSq2aivWdGMvdZonYJz2036Ke4EzeMBgJs41lt7A5mB1mGqvB90BAO+wmYPEZh3ceCRQ29khYPGCMcxsw8LwvsDgmudeo/5nnkwmMHuMX80hZjFEW3Huo7npaOacjE/0uOUmD3nkZbfQbVv9fQae9eZvQtmyjSo9TQxQz3cUX/z+9vX3FfkjBhrzGnG5WsRazEGxxrrxLEXMTytnos8x/kejvBwopbjb3rPjMx90/Mc/R98A8cDwIPv5Mjc4hvIzHh1nLWmOurtpRN1PeZBQLnvf+Vrr0pu1FtGH9youW9ptWo+r/YtQ09NuGjiVYu5GIu356ul3zN/mM+t8/T6oI9BHcXD83WvmV3T5/K89t4PXMSMxq4FB814J+TBaY0Yr1X7TKfCbs3LMGGetmqdmx/nbp0lw2remN96BvQ0y1ozGnlorp0NfpyJvHRjz9FeLR419aEXuVH9iNvKj3pHfL4bOB4AznfXR6cz3MAWM+4mm1G36KGhNdOmTs17kQPjK4bec773es+wC9vDuLb26M/yoo7H/kDg+VPuM9OfmctTzlBpu+FszURtFF/18zyanvO99/L87J4+s3rCw409R7TASIO9dFzX87HHqWOM2an7rNWX4WNG32d64LLaHrm15nNkLtcewXOeDOs5vzPy3gsdrVnd+Y5du896jGq1uNWZRrVHcdWn/4h/fAJQ+xaPB4D2/RzVW3ADMstunteO7BrRgHvsuKxXNg8c14ncjBcx6MQ8pjzmzxV7/8xYxzlGMJFzk3FlOEdnwlCiwxr55MF7Pct5PdvDQTfDzOTQgyPdmFO8pZ9rVlpVnrm0uo7nfR8xI7rirzFhazg+66XsMX3nmifem8fVLI6Jc7Y4jq1wjmntNUP1ohZ7eD7WXAuc5479cQOzN3A8AMze2IG/L24gGu0Yb72E+CAQ9WOsfpGjHN+FdwOuvL/AKOd7xzi/woDv1cH1TD7f9Reuh0VzZEVX2D11Y2+ZRb22mN1KM+ZjTE9miPW946wPM4z2QmOWJ31x4NMvxuRZVc94Xmfva9TFbLkh871zb2qfzRhnGcFEToylEc+e5SJvJJautKJe7CctYfTKaleF//M/EdPCuhY8dPZee3PEfmvmoUfFJQ8u9qxix0sDnQrfyqO1RaOlf9T6N3A8APTv6EDc8hvAOGem2o828h144Udxrs3eZ1ijw1n4PQB0t6xu/rfobOVi3DHtMd6qfyo+hnHG2MLRTBWvymfncKOL8c1wVa6ax/MVlzkrbJWv9CJeMT0qTpWPWhUu5t2UYFQiZo9YffbQH9EYwaw50566M1qOjfdIzb+OnC1iyfsKX7mo4TXnxL3jXKPKi+819Mi5BrWta9Skl+tGDDXHVhiwp1pbb/9Rz+MTgNo3fzwAtO/nqF7oDbiR3mvEtZqZkY85jPvaHr0zjn5Xvqezto5pH+Fj7Eewtxnj5tMNrOfj+RwXa1ncw/fqrVliP9cSD67y7OEodjx5rRHrtZvYZ/Mzh5sccmvXTCvLuT7GqodzzpZ9r1+cI8Zbeve4zNbD9epbZ2aONTqRo7jSUz7iORt5uOTjCk75HjZyYxy1PI7YI74dN3A8ANyOr9Mx5YYb2Mt0n9rE+xHjA4RqOgczONb3/t38tQ8Fe2j4TNV+5qGh0sjy0j3HQwYGNzO0WS6bdU0u66sc+Z4ms0V8jHs6o3XXpfcodxanXrM9MrzMzVbDNDt7hh8xWdEo+twZP+K97znP7XP0ZmbG7DyqxTza5NEnRi9bI0YxfPARQ/6UazbH3v3iOffWd71z9vK+x/6BGzgeAB64i2N33MDVDUTz3TPd8doyoz6ak5aw+pe9svxao4++8938U2+ts3/8S1pu/N2oe77Vc6TW06Kv437odd82Ir0Kg8l0MyyhGLs4nAznNedcyt7PxayeG5nT8WiM8E6FkWG5CePn58lmiDPF2Pnab61HPcWYuZ52xiW3hYsG64wWs4s7whvBMIdW1/c9OqwRS+x136tevejTw2d1uJU2+VEc+EtZj08GeuArcTwAPHAXx+6W3AAm2I05uT2OMKuV4bPcmtn8jOLvpbtmlnNz3Jxv7Y3hl86eunGuEaPqxnYNP3Jasc8T+6oWc67lXM/HPTqOJxex9HMsmFYNzDlXzJGMjvbEszPAh+fGaUbTeWjdxBrPs3YGP7vvo56fe6/e9HBtcqzUNJv+EVPP1pn50GudPeuhHNyqTn5mHjjVOtqz4m/J+x3d5BxbznCJ3OMB4BK/KvfpTJjbaHr3vA5p0wfdLEfN18jz2tq9a2bnVp28Y6t+/t18MP5d/awOLlvFneVkOjG31ZDP8B3LHPEhwDEYUbC9dRQ/iqv6VfwqX+n08pk573FG667N3ORYybum58B5XXvHeI18xXMsezdObj6oz6yRH+NRrbW8Uf1R3Mgcfn+juhluD7OHxujc2RyjuVYPrzFTpgsODKuw1FjhO4Yca6sG5n5aj18MfuCrfTwAPHAXx+4W3MCICW4dYw1/Dac1A7XqwaPKw9PKQ8HspwHxMLCHqV/z9h8/w157N+/R2HuPVs1xbhQxj14/136kNxif+RTz0QftGJP3lZnAEjumtY946cSc+OhXWuK0MDJI0VDFuNKu8plmhfU8Zm1rf9dkv3Ym+FpbGnHm2bNkeDSpMQMzUSeu1gznmvAiLmJiHV62Rm6GUW4U59g4B/GMlutpf8kvnYszas7ep/9c8lkuabbjAeCSvhrHLMM3EE1yjIeFVgIx4Kd6OOiNpb7M4FgMvnJrTD4c10Hfc+CoxXXUlIu3Fht7VvGI8ReG3wHITGalHfPRpLaMZ+QqnsX3zG2m5znO6jmfq8o7prenRw/X6zWjE7Ex9lncWHh+Zh8NSqUZcbFHxYu4NfEe2pVGls9y2dyzphVd8Xr3mfVTLuuJbuRk2LV9ozY9vYfvhQcTuSOxc6PuCP/SMbyfX3Me39mf/2odDwDzd3YwTnQDmaFVq8xkZ7mZseIDA71HdSsD3pohasfYucyT5Vo8x7PHrLuBp3abV4y9P0Bcwnl6RvYUM+7ZEy2ZZowzudHZhYfb42zVjn2kN9O/Nx/Gyc0UnFYNjK+Zhte37JlFGlv7oLVWZ5SnPo6lb7wHx8Tamhi9qh+aFc7z7MVp6XnNOfRas0pzL601/c/J8ftr9T3nQ8E5e7XOvLZ2PACsvbmDd+M3EE1yZuozsxx5fhBqzou6jr/p/eMe/dsWfxsQZj+bq1XL8OSyBwd/+w8GHEMOT2uW8/oe+609+M4/s8waUnjVikGd1YUn3VluNcsp87Mz+vl8LnRYvXYTewyWGxByrFvnmjFyFXZ2Fs5T8ar81rM6f48enANd16RW3RkcrWDJuQ65qCNM5IHN1kxTOM/P6Ik7ixfnNr+Ot//s99U7HgD2u8tD6UQ3gClvybthF65l2iM2xq0+W2rZOeid1egFRrFwLSycrSsPC27+ybn5X9unMu08TEg3w2S5tTPsycPMjphWsOo/gs/mXMuLWtLRPPrX0lwzc6XnWnEexdQrfsbxHHzPaY9RcrMVMTcV38RMrZ6t2to70v23dPn69HBr+1c8n4kZKuwp8r3zjszEGSI2xswPXnGFAXvJ67nf9nPbv+Mfv5bHA0C8kSO+6BuIZvgmhpUB1xw+y8gcwrt5n+WrBxrOxZiPzLAV4w8ELTPeqm2dYU9+/O6/tN1AjphQx7dmE66n51o9bKsXtahHPKItDHj0tHoOnSznnD333mtG102P8zBAWZ2a8FnddS5hz7yzs4o3y2mdN9Pr6Xs948d+jo+1rbFrc6doxph8trZ0MvxszvVHuWs4o9qnxI1+5/+cDwXn7HWKuz0eAE5xq4fmrbmBUUOO6dfB3HzfmoP+n0HdvI8+NIzgLsHs935ycFNfp7VmdY95Y+8Y0wMTTzy7Vrqez3qQc1zW2+twMtzanAxRNHUxHtEW56bNVa8/54q4GI+ct8LQo6orv/WuRvl+rpG5HM/85OATc46Ii3nqMV/pgO/VwbEyH/HsOttvVv8u4G+74Y9fg+MBIN7IEV/UDbTMNjWZczfoMweQBg8BmQa1GU3nMKP4ns/iqgc8tFgr/Lnzl2q+z30PrX5uXH3vHDe6nl+zdy3183hGL5vVtXw/o+tYergWOcedcu/mR30UzxqqqLF1Xvq7Ljmtnh/t1eKs1ax6n1ov6sc4zuVnF5YXe69TO8Xqfejd6+McYUd5Ld09NFr6R+3yb+B4ALj8r9Exod2AzHBlgGMtxiZzsu25eqpPfPkvA8fa1pj3/Y98t3/LA8GIfu8s9F+rNWs+Z/G9+VU/heZeuprNzXo8j2qt+aua5zN96lqp+z7OsTWOpmur3h58ZrpE88ZMe8yIht+Zcuqhtao7fmbvepxDfM/voRc10PeeYDwHjhqrY8iBzWrCVHn4vqJ1Lp73Pvanv4HjAeD0d3x0mLyBUYOPbMTvacKljdlmVd/Yk1laq3N8RnRjvaW1ptZ7Ow9vEerh6I3RVjxitsGPYOkxsqKbYb1W9cVMio/JzLTW5PbWG5019o0xZ0GPeozBsVInZhXfa75HW1jynvO89rGmHC/4xPfDimFzM3aOc8/2jfPF2Gdu1cDN9ofHKn7VR3n0wbPCqeq9PHz04grfceypRc5IjIZjPdfT7tVdd3bPHKfsMTvTgV+W4wHg+K/g4m8gM8izQ7vhjlw3+bE2Evt8buLhtnqDuakV039T/dUXk14Z9Juc7RS9MbEto7tHX/pIa7YX3B7P676HX52jV0fLcb5Hl5yMBSZDtRiDr9ZoTFyr4pw6zwxxNvVVjTw45cmB0aqX8hHnsTAxVq73irot/AxWOmvmEc/vwPdrNLfyvWfUIh45J1jpnfO1tu9a3jnPdvQ6HgCO/wYu7AYyA60RPe+GOxvfsVm9yo3wRjCVfpWf1eT8UU9/EwCt0e/iRw3FeihwPm//ybBZrmfkRww/GOn39Hp1n9F1MZmsjruUPQaXGVm3zofurI76r+Wq11Z+Na9MlEwHZoq1wsd8hXfNyDlnnM03ksOIZdje/COcEQx9ZrBwfI1fixgLm+XIu5bvW3N5jbt0bm9fzeO8NbrOZ7+XDnpbz46O1q2zjX4CkPc89v0bOH4C0L+jA3GGG8C4eqvK6IJpfWc942Y5tNas9NfsLe3sbHC8Vmk4RnPCHZnZv8Pvpn6E28PMGG9pCe8GvKe/R312Ru/pRrdlvEdxrp3tWz0yfC83ojeCoU/vnFldOfKxFzF19Ym5Xsxs1TpiwCpuL4+piUbJ455GVo+6W/QyLvpZb3Iz9xaxMUZz7zU7W9XDsSPnl45zKl3Po+s83ztWe6/BBTNSixy4vo5gHO99PX/s7+YNHA8Ad/PreidOFY3vzKHgVqZ6jVaPwwMBuBgrn+XAa2Vuclvmd/OPXlz1UDCCi7wqdoOfme/RXKW/NU//7PP/XdtNqfIxxpg6ZwYXeVXsfXyGLE+uwtHD6+S0xjx6jhndR62MJ8xoD8e1tGV43MT4Ppshy42aJtemr+cy7V7Oe7OPmvTqaVV19CqdKt/To44+sa+ciRzY2Z7wWV2XPdpgWGO+h694ysNtYajdlZX7i2e/K+e7n85xPADcT1/tO37WzFzPGOpotiNX1+cYr/t+zTW77giffpFHHD8RqPXd/6o2+9af3ty9hwPnY9Q9t3Xv/d1QrtGdMa8j+pja2bngjfSYwczOMaI9cmfxPB6PGg5wGJXebBEvHjlxte9p9ero9XC9uuYZwQjXe1U6Vb6nN1KvtKt8T5OvjfO5a1ZpeL2neYq6z4J+lhuZM+Oh2Vsr/UyTnDj6R9zrsXf9ePvP3jf6gN7xAPDAXRy7G7wBGVdMrcaIMaNhcB1LrcVzTNy7FvoRszZGr+pBvaWfYVyvxT1qp7+BWbM8i589QaXvZrqn2TPrmRZ9s1qrn3iznJaeapXRUU1Gxuu+V12vLPfmyrr/lZ76xt7r1M7LGplZGL32vrfeSVv9vMZ8rRkdU+Fad+H9qrkdE7Vi/0rjyB83sNcNHA8Ae93koXNjNxANMrGbZHIM6TVyWqu8+KpRj3rE1FtajoHHDPQhrtbIy3DVd/aFrd720+JkPWJuz+/c8x37rZro+KxuODGuXo85xzuu2js+amWcDIMGNdaMv0dO+vSUHnv6xnrsCZ58Dw8urj1eNE7wZa6qmjBusNi7IUPnLq2t+9jjnNzjHlo9jVN+rVy7dSb+G+vN6vWWnuNuy/6unee23Psp5jweAE5xq4fmWW8gM9Se22OYTM9NeFbP+o7iMu5MTp8IFN8GNMLf+20/3nOtkXcDv1aDOeC7JrWRFTMMNppe8uda4zytvjPYls5MjZ6te4q1GKvfqOlwI8ecFTfDwtl71Qyj/VpYzjKqpXOs4XB+uNlM1MDOzAQHjRluNkvUU4w2NVby9GSl3lvBo9PDU4dHnK2zmplGzMW+sz1m8bH/2vh468/amxvnHQ8A43d1IE98AzOGehTrOMYfNeHiOjbG6MU14mIc8cSxF3nWXh3c7Lr1u/6z/S4BjzEdneXU+N4cboqrWcBU9V4P1cVFx/Exl/UAk9Vci30PJ+OBeWEVV3lMiefRjesIJnL2jmdn8LP7LLM64q7heM9q77p8PYStZh/RgQ/We5DbYz2Frt/B6IxrOKPaa3BxHr+n+HWN2DX9Ds7N3sDxAHCz93903+EGZLB5uUlWTrHXwbF6zbnkWcGzZlhqMys6WZ9WbaZHhj2H6ffvsvOd92yWKtfizGijIw68nvmsZrqEPEZbs5zjHN6P85Pb2h8ddH118+F59r06uFOs0Qzt1aMyVafq15ubO67mgg9Ose+pa83OkGGznOvEvc8G13MRPxq7Brqj3BbOdVs41eg7w4maGRddYbN61Djiu3kDxwPA3fy63vpTYYgxwdWBvA6nwirv+BauqtEj6nieGjnXIgeGWozJV6vj0RQ2y1dvBeL3AHgYOOXbf/wcmHDPscesE59qxXhmBrZVi/Nk/IjJYnrE2h56aEuLPX1cP9bAVGumh4Zq1D2Hlvf1PfWZ1c3LDG8NVuYo65fl0K841FkxXq7le3BaqzyY0Z7gZ9de/1m9GTz3JI7m8Fn83BHnMVytMV/l6ON434sXXxknYqoYruq9PlED7iwv6sR4b72oX8XH23+qm9k3fzwA7Hufh9oJb8CN7l5tMMzS1j/iWf1ZXtWLM2Z61DRbVs9ys+fYgndjv5eRRzPqxVhzg9U+q5PT3wDApAp7qS83yr7XvMyvNdY4DxjiPVb12kt3RMcNCCZn9hzSWMuNvErL85HTmncGO6vD3flsLY0ttdgjxrPazm/d0WhNev6KsdeyfYand1bLNO5Cbo+z3o/3dqlf++MB4FK/MsdcVzfgpnfkSsBXZlj1rEYOfq9XC5fVYo5+vT7UW3jVoj68m1wx3L0ZRnE9Ha/rYaClW5lm1zjlfquRdn400l6LZwA7e37H+x49+niNnFbHZRg3FhgE8XyvuPWa1RB+Rl+9Z/GteU9dO+es9OJOiXVGvi6e6519BtvTyuqZPnMK73Xfo+VYcr11hqOewo9wsvn2nKWntbbO3CNnXNvj4LVv4HgAaN/PUb3wG6iMr/KYZtZTHWVGfwbbmtfPl+H8Xnirj3B6uw8xe8Uts5zp8932WZ60xIGfac/kXIdZPDejBTYzqNRG157hdZ21/cTzPq7pe/Qjlryw1LJcVo94YmHRIEesml76hCr+z//Nmbn/dcPgOr4fUZzFtzTXaImjs6zhtmaZqcX+frfS2WO2lkbsPzN7xHKfce7YozVP1JyN4/3N8rfgs95+1qy+pd9abvx6uA7zvulNT/H0sT/RDRwPACe62EP29txAz0z7SdzAu8kGk+WojazoR50YS0s58MQjPTIMphkTnWF6uRnuDFZ9Nd8sBx5zr+GLi5FFR2s0tV4b3buG9/B8puXYrK5cTyPyZvGR77Hm21PPteMeU4NxiHVicIp7WDjVWhmYtT3grZ2rmsfnrzBZzyznWq39LDfDV7O2+not0/S677l7z43s1WOGy0yjnFHcyKwH5riB6gaOB4DqZo78nboBDDSGmZhDxph8a5XWDI/eLc3Z2kz/We2I5yEh5s8Ve/+WmW/Vqlkx1ecyrvTTPFt6ruGu4cR7k4bOMGr2vSdmKGpmsYxQxMc48taYp9gnxt6j6q987N3SQbPSox7XniYzuK7vo96WuDdL1J7FR34vXntO53F/vV5710f6ZnNGHhjlY23vmaMevZVv9W7VouYRn+4GjgeA093toXyDNxDNdmXWI27WUMOf5elq4KDhuT2vjj7S9E8E8rf+uLke6b3GZKPrvbboSC/y99Rm3pnVjf0oL+N4zs3zqGaGG9FZ25cHAu9LzjV7/8fvBkJaMXb9ag/He3lOeWI0ejFaEQff1xEM+BksHF+Zy3NbNV1rZJ/dZ8WrZsvOUWmQj5xKW/iIRWNkdW6rR9Sawba43t9xmX6GdVxWd82b3OuTf463/pz3K3A8AJz3vo9ud/wG1ph5GXR4rLomN+6KqcW8apf+cmPusyofTbzXvVZpgM/qzgeXrS1z3KplWmtyMz1msGtmGeX4HG7yR/mOk0lpmRNqbmacT125iImx8+JeOhk+y0Wu4hFc1SPTy3Lew/cRW91JlRdfeqPzoeMzZLk4VxajAd9n8H3GjTk00Iz1kXi2Z0+TmcD5bLEG5jauN3mWt3iLt7i6sje96U238epuZObjAeBGrv1oelM3cCrzjDn3c2U51bMZyFUc1z3F3o2yG2nyWW7LHNJ1zREtZhnBrsG4iXVzK61WbaQXfHRZMy7YWPN8ix95lxZvMVeRi+FwQ8V5laNOrrdmOj1Oq57pZbl4rpbmaC32mb2LXp+o38OP1md1I5545rx+/+LPcEfPtQfO5+KcrpvlvL7H3nv4PHtoSwMjr/1NmXlmuKn+Ovs5XscDwDlu+ehx9hvAUNNYxhpz7TXfg22tjkevhW/VnO+6FccxkRvjSkOfwHLulxt9N/G+H5mp0hnhCqPP/x99YbZnjfYsvjfP3nq9fl7XHag/d6Ha6DzxvzMMVstcubHwOeJ+xnREzRhH7XPF3Af9srk4Z1aDl61RG4zroE0trpVGxGWx98nqmXZvnqgzi4/8GLdmVo1+rJGfxRU29nJ9dCouda0ZJmpXONe56X3vj37dL2b8Jr4OxwPATdz60fPW3MCoseZAbtKVc77iWFeuesGNHPIVr5fnuxovftlPptDMmGe5lLwhicFf22stb3ZkDPGoGZb+DHZ2npvCcw9+vmj8mS0aE5mXmAN7iaubrdbc4FoYna9X33IHI9oVhvmz/l7L+F7P+J4Diw4recdqrzyYrKZcrHtc6TpGGvSJedX08nyl+Wbk5f8vZ5k9xyz+XDfB/6+dq99d6HM8ANyFr+JxhuEbiGa6RewZ7RmtVp9ejTn27Md3Vbw3Bjoa8Rg7R3vq2qOhPa8sR21m3Uun6olJd2MLtqqBpQ5+Ng9Pq7Tgx7zHjon9Hef7NZxRbe/DHrOA2SCvdaQmnLjOh6eaXl57c2b9/0p7Dz1m3KK1hbv+BvrMai7ynF1K5KJqlY+4lkaG7eW8r88Jz+vkRle4ma5rUAfvta17tLfq3CT/Eoz8Jcxwjq/B8QBwjls+etzoDWCgb3SIpHlm6Mm1ZgaTSJY/Yfjwj39sBr+o3KkN/uhhRw2vm+lR7Yhzjaxvr17puZZrRLxirzvPsWB69cqAZPkRA5RhPJfp+txxn+HRy2rOB+e5uAfT04q8S4z9DDoXZ9s6a09HfStMnIlZlKcGlxjMzLqF632YRbmoGeNRnuNOvW/Nv0fv3tt/1ON+MeN73OesxvEAMHtjB/6+uQEZbTfivo8mvFXThUV8domukdVbuRH9in8pxrua75LyMsCY4WwuapVRzjgxh0bMX1I8M6ObCM7QMj/CiNPDoDWzRl2fjT19iWf0wW7honFbVz/7yF0KA0erYs+N3AP8ESyYNRzOg8Y5Vp9zz/5rtU41zznu8uhx7w0cDwD33scR3cEb2GKOt14Hvd3ck5vRhoMOMRpVnnpc+a5K9nsA8YEgxtLqve0n9vv/2zsX8OumOvGvl5doilBSyqsUeqOXkaSiRlGkdKUkM0XMhKnRZeZR/zRKU5MuM2FMaYhoGk+XmSgzTBddFHloXBoiGZFESpRy+f3Pd9f3+J71W2vvta+/vff57Of5vXut73191n7PWeucfc5puq/5Q7U1ncuPV3ZxbxfLZX393NK38aRvY9q2bye2VQ+JK/GajFm1lpifv6CxC5WYT0ju+/lxQz5DkclY/PHZ2kXX5HhD8arEr+Jjx6XtovGrXdmzZRoac14869vUOPPyjUmnt7Lq89mYxtbFWNgAdEGZHL0moItnKdJfWKcWXtUvFl/i2bpidinyvNt/XrXz46YhQpuBqbIHjdRFv9pJybJBsH27QE4Zkl3wpvim2Ni81l5zhWTWp2xb42l88VeZH0ttrF5lvq0uVuwCxrexfbv4ii2S/FjWx8aStuZXufr6ctX7Z7X35X4/1c73k35e/SH7JmVN5NaxF8Uq0ttxaUwrC7UlZt5RlFPy5MVQXVE9Vq8+eXVZXVl79RU/m1flbZxtHr9ev99E/rzbfljQN0E4PQYbgHRWWEKgEQKysA9tGHyZ35fkIVmevJGCA0GafuXdLtL9RXuTuexi1i5yA0OsJbJ5QoF8fUot4lNkp3HFTm1VFqpDZGon7SJbsbGLArt4EF3osPYhvY1RZCt6tdezHzMmL4rtx+l7344nNGZfZu3zxqZ+RfZFeptDbTW21fltsRF7tVVf387vq536+Xrtq530i2yL9BqzzbOtt808GtuOOZQ7JFNfzsMiwAZgWPNFtS0QCC2qU199t3Z14vjDisWNyX3/Jvt2cS5x8xbk1jbPrm59bca2tdnFsZWXbRfF0YV3kZ3kTbGJ1ef7at5QXKuLxfPldvGguqoLhlAsjVnlrPGK6lG92lfJ1aaP1lc2R9nxFNmrvmo9qfXXySO+Zesray/jyPPR+mN2IV/rk8ppHu249aferLMBqMcP74ERWIoFtCIKbRBU1/Q577afWK6+3g4kmwpZ8Kcu+n077csPgVVZ1MZ4pcj9Bbf6iDyllpi/xomdNXZZ/9BiRHOEdCIrs1ixMcr4aQ1F55T4qXnt2Gy7iRqKYiy13h9vKrOiuv24MXvJ59um1uD7xXKUlUtce9h6fJ21s20dl5U10a5Si+ZNrV3tq57zbv3RmENZ0OutSlL3UGpWxvbMBsDSoD3XBOzmIAaiziJe49eJUcc3NqYycl1Mx3yK9Kl+GkffUdCz+KsuFitPXnZBnBfLLrK1LfZ1c9hYmj81ptrZGCrTWE2dQ4sOlcUWFUX6otrUv8jO6m0tRf7W1sYo0y7KURRLasiLITpbZ55tUa4m9Jq/qCa183MW+fn2fj/FX3NbW4kjfdVpX+PH5KofylnH4Y89Vn+qXcwf+XAIsAEYzlxRaQMEUhfQ1k4X7qH0ITsr03ZejKK4IX0dmb56kfrKRZ0Fd506l8q3icVzmUV3GVtlEqvRytXWP1ubvNz+4siPE+rr4kEXHWKjMmuv+pDO2tVpa+wqudSnTn71lTrKxEuxTbHR/FXOdeMre8mdGivVTsdjc6jMnpV72bip9rH81l9sfDurl3qL9HZMbbdtbX5dNrfa5dlY+7G1U587+z5uNgB9nyHqW3ICuohf8kIKCqhy24+G1E2B9OXBrS+3A+nmw74DIDVqX/Uia/Owi2abJ28BLXbqF7ILycrEtrahdlF88dlh8w1DrkGZPukHlUbo22lfFgvyp31x0XZbCwmNr+VpHl+uepGrjcrkHLP3x2N9mm7bumL1SM4yNZWxzRtPrDYrj/mHxhKrKy9eKI6f07fJi+f7hvo2Xt1Yofh5MTW32OTZxXTWP5S7SVnK7T9N5iNWGgE2AGmcsJoDAnUX+tZfX/EXmbYFobXpC1K7+O9LTX4dstDXRb+v60M/ZbGdWmfZWLLJKOujtegiQPqhhYKVWVv1j/lZvbbFX+LlxbQ5xM72NU5Mrno9h3xVpjVoX330XCeHxpCz5tGzzWdz2Lb1t23ra+V+W+xS4vl+dfqaMzVGiEeRb8hHZb6vyvWs+iKGRXqNEzqHGPgyG9+vLRZT5Cm2If+ysq7ylK0L+3YIsAFohytR55iAXfC3gUHj+5sJu5DPe4syTyf1SpwimzbGtRQxQ6/Qy2Ja5VKTbXdZo83rL/D9GrUu307l9iw2+sq/XZBYG79dZJenl0VFnt7PVbZftGjR/LYG2/bz5el826K+xtIa9Sx+qtMYWqf2i84ay48jfiGZyPN8RJ96lIkTsrX1qb4ot/ik2sZiib/NLXYa05fHYlh5LF6VWBo3FFN1KWfNreNK8Smy0ZhiJ3GbjF2UG317BNgAtMeWyCMnEFuI67B1ga5nlTd5nrntZ5945NTNQSiCvvKum4KUHwxTnzZu0UmNrXYyprJ1xBbSMXmIm8hi9nZxn2cXixuT27h2oR+zrysPLQRUZhcNfh6rU3trkyoTH43l+/h9G38p2lpnKLfo/Hr9vviFYqhdSOfnUhvxkbb8adu3rdq39Wi+KrFsHOufWq/m9u01ro0ZahfZaXzrqzytTNrWtiiu2Ps1i8w/UuL4PrZf19/GirW59SdGph9yNgD9mAeqGBGBNhb8utmIYaqzwNeFfSx2k/I6i3JdxNsYTdbmL55tv8k8oViaK7ZhCPmk2MYWHjF5KE8TMl3QxBZImsNflKif6vt01lotS6kvJk+pXX3V1o+t8tC5DKsycUO51N/mFJlff8g3RabxxTYUMySzca2/lee1i2Lm+fq6urG0/rpx/Lqq9LWWKr749JsAG4B+zw/V9ZhAmwv9vNh5OovLbgqsnPb9BFIW0WottrpQF1nMV21ieo1XdI75a/xQDTGfolxFersQsQsC27Y2Ek/6orc2oTy+Xv00hvqonZ9H9XJWG2nn2Ym+7GHryvNNrcGPZ/0kflH9IXs/Zl6dKTq/Bj+nH0P0RTX4evXxY/l9m9uvS2z9uNY/ZG/1RbGtbRPtNvMVjbVO/W3GrlMXvtUIsAGoxg0vCCwZgZl3Aya3/dhX8G3bFhiTW5tY2/fN+4YgfXVeX633Y/ryInvfX/p+jJCNL9M8bS2Q/XxFfanDLuSL7PP0ej9/yKaNJ2wb0y5kQvlDMvGRGKm+mk/t1T8UOybzY8TsiuQap8hO9Vqz9Mv6agw9i7+Np3J7LtKLbUoctbOxh9ZO4Z3CS8ft2/oc8/Ll6TR+ytnW0FTMlLxlbLjtpwytpbVlA7C0/MneYwK60JZX3LUt5aa+At/k0DSnraMovr9wL7Kfd72/OfD7wicka4JbW3FjteniQRYUuqgQmW3HfJuS2xqaiKm1ayztax6Vy9mOVftyVh9pxw7fRuP78pi/yFNtbZ15PlpDXk7V+XH8vtrZs2+j+Xy59Ym1xceOK2aXIq+SX+PW8dUYykH7Vc7Kw/o2EdfGq9NOqcWyXFh4ZZ10jfjad795HowjZQMQZ4MGAp0Q0EW9LPJ1oV82cdMPcvoA2nTcsuNaanv7Kn3Ti/Qy8bQO8Snj1xY/fcJPWRxIDWKnPnk1aTw959l2qWuiHh1/aiy1t+O0vlZv29Y+tW3jio/EqxszL7fE9nPG7LUOa6+ymI/K1c76qi50zrMTXdl4oRxVZJq3ii8+EIgRYAMQI4O8UQI/d1c1Gq+LYFUW47qYl/qsf0huZUXj0W/7Wdh7oci0U729HUgSv2ryI2JypHxTkNjFbufRW3bERo4UO9/G719861m/D9bAv7ogl1D+gtzv101nb/Gx7bpxi/x10ZG3KLIx1N7KbDsWJya3vkXtotzqH8sV8hdbles55i/xVae2mtM/F+l9e+1rfO2XPfv+Vesom7cp+7L1lrVvqs5QHK1F50DOKgvZ58k0Rp6NjZ1inxcrRac5uP0nhVbYRl90E21XL7yxAQjPBVIIzBCwi/kZRUKnzEI/IVwpk6V4UClV4Bwa6+YhZaOgtoJJn2QVWRNP8n5Mvy+5JI+V27xaS+ysftZHZTEfkVt76af4iJ09fB8/prUt0/bjlvFNtZUcTdUrOYtqzssVqiXPPqazNYiNtbM6W6+1SWEXqjXmpzltDm2rzvqqzsrqtEM56sTD934CXS2g7884zBYbgGHOG1X3iEDdBX6dzUUbGOymIRTf6vWBNiQL+cZk+oq/vmqv55h9TK5xRF8lhl1wywI9tkiPyWN1NSG3C5A6i4em4vhjitVk8/k+fj9mK/JYfBtDbDRGqo/199s2nq+zfc0pMutj22ofklmd39bYerZ6X6Y6/5xqZ/20ziq+No7fzouXp7NxtDaVSb/MUZRH9GVj5uWvG6uuf15t6PpBQJ9Lu6yGDUCXtOc8l97Gcu6/XTIaErHFv13U27YdeEyuNspL+0tx1oV92Qcn/9Ygrb3o1iBdwFdZvGuOorO/yC+yT9WXjdvl7TyxMehCqMsFhubUmurmtvFsW+Nbmc2lcpGF2upvfVRWdLY+ti155M/mLIqVp7exxU7Hkefj6zRGVd+Ynz9GHbefX/qxGL6t1ipybYtvXmw/Rqzv1+vbaT5fbmuP2fg+bffbrCM0Xm79aXtG24nPBqAdrkSFQC8IlF2496LoEkX4GwW/XyJUkmnZRX4oaJV3D0KLk6pP8qFYoTrLyOyiQPzK1ub7l8ldxlbzSH22xlhb7f0c1l500o/ZxuQ2RszGz2v76pOXW3OorfXXtujUTmUp55BPSJYXS+3z6svzL9JpfGvn5wrZWPtQW2NU8Q3FKyPT3OKTlz/Vzuau4mP9aQ+LABuAYc0X1faUQNGr+T0tO1iW3TToOwDW0OpVHpKpLuUsC3d99T/Fvi2bKovztmrx4+Y92fu2Zfv2iV98JZfmE538aT8ldp69xPHz2ZgxfSymrSsvrs3ht62fjefb2b71sfK8to2t/kUy0attKHZIF4oZ8s2TheJa+5BeZDa3tZe26kO+vm2ob/1ieWK8rK/G9mP4fbXjDIExEmADMMZZ7fmY5NaWsdwG1NTCvw+3+4Qum6KFvd0gFNlK/NitQZnuD98gpHUU3S6kdmXPssi3r+SX8c/bIBQtHuwCpMhWaxI78VPfVD/1b/KsNUhMvw6tM5QvpLMyGzfkH5Kpj1+HtbU5RO73RaZxpK1HSKa6lLP4x+rS2FavMhtbZdbO6mNta68xYrZWXsZW/CRPzMeXa01WrjKtwe+L3NqrXegc8rWyUJyY3spDuVRm7Wxb9X07K4OytaqfjEd99cxtP32b5fL1sAEozwwPCEBg4ATyFvJ9HlroCblKvfokrvGkr20/nm/r66Uf843JQzGsLK8ea1emXbUWP4fy8OWxfupYUu1CecrWFIpRRqYsU2tW+9Qc1t6Ozcr9WFaXWpcfw/b9eFa3lG3LI68OtbPjyLMXnfoU2fVFry9Apbz41Jea+1QHG4A+zQa1jJ6Afmi4yjsH+mAnkHjAW5pLxb5zULSJ0Cfesk+q6icjFF/rb3XatvqyVKyvtDWmnq0sNbaNaX18ufY1l7WVtup9eV5ffGLxrJ+18fNYnfXx23l+RTFC+pDMzyl9zevb+331TWWi9jaHymKxY3L1k7O1idWucuuX2rbxU3wsjzp583LZmtrKkZe/Cx3PR11QbjcHG4B2+RI9QsDe8jKW24EiQw2K7fiDBgMRtrkRybtdqAqeNS/fsIpb1Cf1W3z6uBioU1PVBY3kzPMN6WJ1hmx1oqzOtlVvY4ostS718+1VLrEkn+2LLO/Q+sr4aDz11X7sbOv18/j1xmKG7PxYkl/9QzrRx+Siix3WR+PHbK08xVZi27Fprpiv6iWP2qhM+7aGPrTr1BXz/f3tP/su+fDafP5Z8sF1UAAbgA4gk2L8BPSVfRlp3qv7ebrxU5qvEeqTpy4Qmhh93ZhN1iLjsfG0NjtOlVk7q7dta6N+Vl+lnRpT7JrIafOF6pUc1sa2ffu8evL8JI6fx4+t/VAcK8urQWPIOdXO+sTaNn/MJiRvsgaJ78fz6/L7oZrGLGPxPfzZZQMw/DmcqxHoQnuIC2mtXSZsYe+FRfNW9JYqD7iLkHUukEVB3Sd+9fcXGDKYPF0Xgw3VFJLVrcWOU+OrrG7suv5Sj61F2lqjxrYy1VkfsfPjqG/q2eZQH82l/dRzKJbvWzZ23vhisXxGUkPM1q8v1q/r30YNVWuyfKrGiHFCDgGfABsAnwj9zgnY22HGeDvQdHz7dI52VAl1gyQbIW3LAPu0MbJP4Ao/9kRubWM2GsM/l7VX/6p+6i9nW7eVx9p59nk6iReq1/qE9LE6UuU2vvWRXFZn29ZO20V6tZOzH1t1EsOOMRTT97X2GkfPqgvF0Vxqoz56jslF78fLs9V4elbfFJ8ythrfntXfyqq0U2qtErfPPnzrT59np1ptbACqccMLAjMEhviOxMwAcjq62O7TQjun3N6rdPHQ1GKkyQHbmrTOvPi+TVl/P7aNlxrL2kk8G8PGFzvRyZ/vo3Zl5eqnZz+231c7PYu+7hGrORS3jG3IX2QaI7V2tRffIh4hG81j44idHCpTm99Lf/9vns7apbZDOVJ927DT8UnsvtXWxniJ2TwBNgDNMyViiwSGvNAuWkAX6VvEOrjQS8kq78nW6uwTdCpg65/q05ad1i81aVtyNV1jSjyb3443Jrc2flt9/HH5dqF+kY/GDvmqLDbemDwlpsSO+WvelLPNVTRWP15q/rJx/TxN9FNrjeXyOfl2RXqxVxtbi237MelDoGkCbACaJkq8WgSmt8tMogztdiBbey0IOAcJ1F3061vYZ1z+qWD8OkJ9MpcY+iSu51hc1Yuv+qss5lNWrnHFr+nYRbXEclu5xJB+qDYr831U58v9msQuZhPL68co29fayvqpva03FCtvTBojdrbxbJ6YfZE8Fs/Ky8RQ25B/SKb2Oha18ftqp3rtN33WvDauyNrOa/M12dbHzCZjEqs/BNgA9GcuqAQCvSRQd+Hdy0HNYVFNLURCcezCRxc7VpaCW+3VP89Hba1Nip+1l7aNI/4aw8rFTuW27dtYnbSt3vqLLvWwMdTHl8Vii9y31RipZxtbY1lZLI7Yqp2e1VbjaN8/W73v69uK3tr7+rJ9G6sod9nYTds3PXZb3/0c9u3VZ6xsjbTrE2ADUJ8hESAAgRERuP/Jb3bhlzfENhYLWkcbsfPGEtLVXWzoWEKx68p8PprLl/v9vLxlbPPixHRaY0wvcqmhyC5WZ55fTBeL5dco/tY2Fs/6pdhY+7ptW1/dWCH/oviqzxu32kh8a2flodzIINAUATYATZEkTuMEYrfULOWtQbGaGh/8HwLqB3Clyyvx5SnX5SdPzG0/IZeJn7pQsHYhaqovkzsUR2WhOFam+fLsVRc6Syw/htrF5Kqvc7ax7XgkZl5Nvl7i+P516or52npjNl3JtZYmxq2xpHY/nt+vOj6bQ2NYWUoe38bva9ymzm3F57mmqRnqdxw2AP2eH6qDAAQmBOou5NuGqAuFJp+Qm4olcbS+Ig42p/rIWeRWF4qj9qorsle7smeN6+cLxbE22hZ/bYuPxgv5h2Tq6/v5cUO+bcm0ppT4RXVqrLbH58fX2mNy1cfOsbpj9jF51fyxeFqX6JuOHcsp8rby6mMxm4Q8+sPQsQEYxjxR5ZwS4EG2+4mXJ2n75FmmAvVr64ne1ubnsv2i/EX6MmMusrV1aVt9/H5MLvWm1GxtYrE1hz1bWxvD2hS1bYwiW8lRZF+kL8qRp0/JL/5ag88kJtec1l5tVSdnq7fyonZVv6K4tkbbLvJrSt/WuJqqjzjjJMAGYJzzOupRlb0NJ3bLUNk4o4Y60sFV3UCVfUIWe7twkLaNYXVW3hX2Kjmtj61faladL7e60NjUL6RTWSim6uzZxrI+tm3tbdv6WrnfDtmFZNZP9Kk1qJ3G1L6Nl9cWe/Gt4l/FJ1SLxgnpmpLFcpTlJfVYH4lr+369sby+3Rj6Q/vGH30nQthXfZwfw7zVGQMbgDr08IUABDohwAN8e5j9BVCXix6by6/DH7HVWz+x8/u+r/Z9O43py9Vez2onfbW1MrWTs8rFTtshfZHM6su2/dxacyhOTBeq3fcXG5vLtn3btvuxcVTN21S8puKUHUdbeXksLjsT/bVnA9DfuaEyCECgpwTs4kifaPXcZck2p20X1WDrL7L19WXyiG/M3tbg2/h9v4a8vvja2DFba2PbYp8aIxZb5V2OQ3Jp3f54bN+vKU/n2+q47Nn6W3leO+Rjc1m9lduY1sbK89p5PrE8efFSdJqzrfgpNYzRho1I/VllA1CfIRF6ToBbfXo+QR2XJ291N/1jYEVP8n1+8tfadAyh6VAbX6dy6yttlVt7a2Pl2g75qE7OotcYsRxqb21tW/3Vrs7ZxpU40reH5vLl1iavrf55Nik6v04bN7U26yM51U/l2k+pp6yN5CiKX6T3c1p72/bt+tpX7lJfnfrbvO2HW3T6evXcXxcbgPtZ0IIABCAwQ6CpJ9qZoBU6Woc82dd5ws9LXSeu+GqNoRx5upS8ef6hfFZWx9fG0bbGy6tbbdTHnotYWVu/bXPaHFaubdXr2Y8V6ltbjROyC8msb0hfJCvrX7a+ovzoITBvBNgAzNuMM14IQGBKQBcdspjQtiiLFhe+3u9PEyQ0yuT1w1X1Laq3aly/vlhf8tscMbs8ufW347HyPP+YTmOl1BiyqZo/FEtr1Jq0HztXze3Hy8sX0pXNWxQjpLc12nxFtuJn7UNxNIa1U5m1z2urr+/n9/NioINAlwTYAHRJm1wQgECl7/Tn7eTZC0cXG7PSbno2t13c2LZUonYi93VFlVrfIts8vc2rMfPsy+hsPJunTAyxTfGtkkviWj/NFZJpzb5O5Sk1pthofDmXsQ+NRWsre07JWzZm1/Z1xtDmbT+WA/foWxr9bLMB6Oe8UBUEINABAftEatuaOiRTXdWzLoLEPzV+qp2tqWwetfdzpS7WbO6Utp8nz0dttcY827K6vNghXUgmOfNqszr1D9UpOmsbslFZXhy1CZ3z/PJ0WpfaaF9yqCyUT2XWPk+WolOblLxi25SdHYPEtH2tiTMEhkKADUDPZuq+++5zhx56qJNzyrH33nu7XXbZJcUUGwhA4A8E5FUwfVchdXHQFrwy+XXBUcanSt1NLG5CNWr9UlORvqjuWI0aV3JpPpHF7DWP9dP61F9tUs82VyiG5kqNV8UulFfjWJ3WYmVqpzrtp5ybimNzSUytJRTf2pZpa8wyPjHbJmPFctSVd/Xqf9068e+GABuAbjgnZ7nqqqvcP/3TPyXbb7nllmwAkmlhuNQEdNFd9u3hsvZLPU4/f5OLFj92rB9akNg6fH1RX/P4dirXs5/D9tVGz6rzY/p9tVM/Pft2Ko+dxd7G8vvWz9rF5FXyx2KJXOLZmLEabIyUto2ZYh+y8WNIX+vTs28TiiOyIjuNF/Iv8g35tCHLqzEvn/Xry1jy6kU3XgJsAHo2txdffHHPKqIcCMwfgS6epOs++YdqDMl09qxOZUVn9alba2oetZO8oZwi05rU1p7zdNZO26n2sbyxOm1cOw4r1xpC55CdjRPyEZna+P7aV72eNY7qtR87q536y1ll4mPbfgz1sXKV5fmpvbVRP9U1cU6Jr3lTbJuoycbwc/p9a0sbAikE2ACkUOrQ5pJLLplmO/vss92qVaum/VBjnXXWCYmRQaCQgL4aL4Z1XmHXOHViFBbbgoHU2/TvAbRQ5kxIXYDMCCOdvAVCKI7ah3SRFKXFTcbWeqWIorhqW2TnDyjFPhRbZX68on6LNVaLAABAAElEQVTML1SHtbV6X2770hZblVk/qU37qi+qt0291qI5+lCT1lL23EXtmsPnxm0/ZWdrfuzZAPRsrnUDsHz5cvfMZz7TrbXWWj2rkHIgUJ1AyiahbxuK2BNrGQrypKxxxM9/ki4TK8/WxrX5bFv8pW9tYzFTbHxf38fvW/uQzq9V7K2dtq1d6nhsLOsvMf2+rdP6Sdvaqp3KtD6Vh85qoz6+jV+Pr/f7Gkfj+vpYX/xCPiGZ5pBYIT/fx9rH8mss1fsxVN7G2dYneWO51c7qbbtsbXV8ba6m4tiYtOeLABuAns23bgCe+MQnsvjv2dxQTphAyqI+7Dkr1YX/rLR8T+PUqcs+ueoCoHwl7XrYGkOZVB+r38rFVu1DsYpkNpbY1olV5OvnsrVZX9/O6rRGtZGzr7dxta322o+dbSzrI3Lpqyxm58cVe/X1dU30tY5QXVXja8wy/ppffKr4l8nVlG1XNQ+FR4irPiaLrs7jcig2suoE2ABUZ9e454033uhuvvnmLO52223XeHwCQsAS6PMDcVe1ydvjRbcBNfXE21QcO4cpbT+vXbCk+Ft7G0vlVpYSz7fROCIvimVt/Th+PxYrFkPkMR8/dmrfz+X3bRw/t/Tz7K2vttXej6X6mFz1TZ21DolXlNPqrZ+2Va/npmq0cSRXLH5Mbv2L2k3EKJOD236KaKEXAmwAenQd6Kv/UtKTn/zkaWV33HGH++lPf+o23XRTt/rqq0/lNCDQNwL6Sk9XC/i+jX8I9chiRBdXbdTbxWLHrzuW0x9nzE7jhRaCGqPIV2PIWX2srKid4qM1WFuVlclrfYrqUr342LxWru2QXmSp+aydxirjr3WknGPjSfG1NrZmK6cdJqDPEaLleSLMqCspG4CuSCfksRuAzTff3B199NHuxBNPdNddd132H0U+D7D11lu7V7/61dlvBdj/SAnhMYFArwk09WTQVJxew2qouKLFiy7CQumKfMXH+sfsY/I8X/Gxem1beSxuaCwhmcYM6URmc8Vs6spTx5BXq61T7WJxY3IdR5Fe7WJnze/r68b14zXdt3X3vdamx95EPPuYzLqlCaLNxGAD0AzHRqLYDcBLXvISd/vtt8/Eveuuu9yFF16Y/X32s591J598sluxYsWMTVMd2XTcc889tcPJuxccEOgzAX27vOhWIBmDvxDw+30eZ53aihY9Rfo6uWO+ktPyj9k1JQ/l0nGHdKl5Q74aNzWGbycxNUYovm9fta+xNZeeJZ7qysbO81OdzVM2vrXPi6O5rL20VZ7n6/t00dfHsS5y1clhNwN14uBbnwAbgPoMG4tgfwNAFv/6I1877rhj9tmACy64wP3bv/1b9m7AV7/6Vbfnnnu6iy66yK255pqN1SCB/v7v/9799V//daMxb7311kbjEayfBHhw7+e8+FX1bfHi16eLLJGHalW96LTtx4j5ajz1szFUZ33Vzo8vcmtvfazc+ttcYm911l/aeYeNn2fn62J+WofqtS/+fs1+TNtXP41jdVXaTcXxczddpx+/z337CjyP132eqfZrYwPQPuOkDL/61a/cNddcM7U9/PDD3THHHOPsf1ZRHnLIIW7vvfd2N910k7vsssvce97zHvfOd75z6tdEY+XKldnm4+67764dTj67IO8CPOABD6gdiwDDIKDXLE8uzc+XLlwkct3FUUqsohw2RtFo1bYoZl4c9dVYIQ5qkxfH90v1UT+bvyhPHb3NY2u08rz4RXZF+rzYRTpbb8i2SB/yUZnWbWOoTGysXH3qnG08m6dOTHwhsNQE2AAs9Qz8Ib+8in/uuee6a6+91q2xxhpu//33D1a20047ueOPP97JLUJyyAbgzW9+s3vQgx4UtK8ilHcW5K+JY7/99nOnnXZao/U1URcxqhPQBb5EGNMiv8o3AtmFQXWieBYRsIuutpn7uSSfldlafbn2YzWq3sawbdXH/K2tbRfZ19FrTTZfatv3LapD4ubZiM6PmVpLWbtYHTF52fhN2A/ltp8mxkqM5gmwAWie6TTipz/9aXfqqadO+6HGCSec4B71qEdlr5DvsssuIZNFshe/+MVu2223dXLLkLxKf8UVV7inPOUpi+wQQKBpAnbx33Rs4hUTyFt86MIoz8ZmSLWzPnltjad1xGxDevVVH7+vcv9sY6X6aIw6vprLxtC4/llsU+ysX1l762vbWqfIysT0a7ZxNH6ZeOqTcrZx/bxWlxIrZuPHjdmNUT6mF23GOD9djokNQIu0r776anfWWWflZrjzzjtz9THlqlWrsg2A6C+99FI2ADFQyDsnMPYnGF2EdL2I0LwyoWVyWz+9GMr4q0/oHIpjZZo7JLPxxM7aWJ20rU5j+ja2rzbWz+pT22XiVM0V8tO8tk4rC/lY29R2XpyYztaheUQm9jEftSt71rgxP62ljdyxnG3KdTySo2mWbdZN7GESYAMwzHlzm2yyybTyW265ZdqmAYGuCJRd6Ou7B2X9uhpPUR775FxkW0Vv41d58hcfiaFxUmOovdSc6lNlfCEfrTmka0qm40sdm9qpX6gOq1P7kJ3KfBvrrzZNnENxNbeeQzYqU5sqtWiMmG9qbLGLxcrT+XltjNTcbcTwY9bpd33Ljz5mS81Dfdyuw3vsvmwAWpzhQw891Mk98HnHxhtvnKnlKzd/9rOfZX8i22CDDfLcst8GUAP5zQAOCHRBgCeB7hfJXcxrKEfeAiqkU5ldbNm25rAy9VFd6Kw21k/tQjLVFZ19X80jfr5OZFYvfT1EXmRv9RonJJOYIpc/tdM8TZ1t3jIx69YT41SmBrG19WtNTcUuW4vm9+tKjeP727GlxsAOAlUJsAGoSi7Bb91113Xyl3K87W1vy75+U2zlW32OPPLIXDe5718P+bpQDgj0nUAfNw/6Clcfait68i/Sx+a/yK9IH4vbtVwXeSn1WhvbLlNznp/o7OLNtvP8bH7rY+Xa9nOkxhX/Mraar+5Zc9px+WPIy+H75dmm6LQea6s5Qjprp+1UO7XnDIEhEWAD0JPZ2nXXXacbgM9//vPuHe94x6KvANVSv/KVr2Q/Bib9LbbYwvEOgJLhDIF6BPQt9tCPgg1hMSA16iJHzm3V3FTcojg6FjurKov5ql58YjY2nrStj69roi/xtRY5V8lnY8Rq0hw2fkgm/ir327HYqXIbN+YTqi9mmydPyRXy1/xV/TVmF/76mKQ5uzz34YWRLsc7b7nYAPRkxp/xjGdkt/3ID2bJLwJ/6EMfcvJbAP5x8803Z78FoPL3ve99bvXVV9cuZwiMloC+Wi8DbPOJyeap+wQ/5MmIjV0XTzI2a2PbYxm3Has/XjtGf+y+n7XNa/txfFuNq3a2r23fJ7Xv+2sO9de+byd61amtPefpqthZH2nbeiSX9lPyqq3ESbEXO47qBOxja5uP4dUrnC9PNgA9me+11lrLnXLKKdn378t/jLe85S3uhz/8oXvTm97kNt100+yzAfLK/xvf+MbsR8Ck7D322MPttddePRkBZUBgeASG9iSkC5ahLFa0Xrky6tZc1z92ddoaYzYheZ161NfmVpnNpTJrJ3q/b338tthKHPkr4+fHabKv42oyZkosP29feKTU3ncbFvd9n6HF9bEBWMxkySSyoJcf9nr729/u7r33Xnfcccdlf7I5uOuuu2bqOuyww9wHP/jBGRkdCECgPgHdFIRuA6ofvZkIsYWLLvTqZLGx7YLJyuvEr+trawrFKtKLT5djCdUTyq+ykL0vU1s7frEJya1NmXYoll9HmXhd2IZq7iJv1Rxar891KW/7qTqWFD99bE2xxaZ9AmwA2mdcKsPf/M3fZK/syyv98oq/HLr4X758uVu5cmX2rkDsl4JLJcMYAgMi0NSTh32lSoffVGyN15dzbIFRtz5/wZIaT+sR+zIxytim1pJi10ReO+ay4y6qMa++PF0ortr79YZs+y7TsWidOiZf7vfVnnM9AvYxdqyPrfUI9cObDUA/5mGmiic96Unuy1/+srv99tvdlVde6a655hq3YsUKt80227i11157xpYOBCAwPwR0waILmr6PXOutWmdd/zJ5q+Sy82D9tW31WovI8vRip35qp75Wp+2QjbWPtTWH6jWOnK1O5dZO9Wpr+2oXkqmurbPWqrklj8qazqk52orfdL1tx7MLfbsBaDsv8asTYANQnV3rnuuss47bfvvts7/Wk5EAAi0QsE8E9gmi6VSap2yOPHt9G76PtwK1tejQRY3Mj5/D75edQ41dN07ZvCF7rUFrsjZWpnZWX6Zt/W1c27Y2fmyxs3rr59um9DVWURy1k5jWVuVyFrnVxfKrjfrG7NqUL2XuvHHZuvTxJs/e6vQxT2R5j2PWhzYELAE2AJYGbQhAYG4IDPFJs+xiyi4wxjKxykDGU2V8ZfzL2BbxtbXauEV+VfU2h+ZWmd+vmkP9NJ72uzwvZe4uxzmkXEN8bB0S36ZqZQPQFEniQAACiwj08YmgjzUtAtewwF/4VQ2vccS/zsKrqThVx6F+WkfVsYifxtBz2Vjql8JUY1sfads6dGwpZ40Xs7V5YjZFMWJ+KXLNXzZHWfuUWnybLnL4OW0/73GMdwcsqXrtMbNkA1Dv2sAbAhDoAQF5MpQHan2wzntyLFuuvDXf1W1ARQuevEVHkW/KuPPip/jHbLS2mL5Irv5Sn/xpv8ivir4tBmVqKapB9W1y8OvVnCr3+ypvqqam4mhdfTqXvd2nT7VTy3gIsAEYz1wyEghAoOcEdFETWzxp+al2al90LspX5N+2Xscredqu1ca3eauO0carEiPmH6otZpuXV3w0VhX/vNhj1yk3GeeQ2DX5AsjY53iex8cGYJ5nn7FDAAJBAvpOgq9sahHQxsKiqdr8Mdt+UzmaimNry2vHeJetQ+OU9dPa6vprHD3bOmxb86hd0dnaSxy/X+Rv9VqHjWH1sba11xhia9sx36bltpamYxNvWATGvJliAzCsa5FqIQCBCIEuHqjbvh3IX3xFhtqq2C5+mlp8FcXx9VpDTC4AfF2rUAqCa71l6srzUZ2OUfsFZWRqa6v+ek7xb8OmSv4qPm3U7sdUvmXr82/70RcZunjc8sdAHwJCgA0A1wEEINAbAvqkKAWN8YlRFw26iAiBV5uQrkimcevEKMoxJr3ykjH5zEI636YrFm3n1fgyZh23yroaY1/zDIWDPnaO8XGzr9fG0OtiAzD0GaR+CECgcQJtP4kOZVHRONhJwJQFps/H9tW/TG3Wv4yf2tqcdWKl+vp2mt+Xa31lz1XiqY/NJfVYeayvNnn15+lszi7aXdTS9mNMF5zIMWwCbACGPX9UD4FRERjCk6K+ld/VNwMt1QR3sQiqMraydeniU3L5vtJXvZxt39qrTaxeP27MTuU2XpGvtVX/vHNRvCLfsvny4pXR2bx1xlAmZxXb1Nr0caJKjio+Q3jsrDIufNojwAagPbZEhgAEINApgdTFSadFNZysTwvFMrVY24aRlA6Xd53EdCpvehyheCrTnKUHiAMEIFBIgA1AISIMIAABCMwPgTqLLl24CS0bJyYfGlU7pqHVnlpvaK5UJuOPMVC5njWf31d56Ky2mi9kU1dmY2u+ujHxh8AQCbABGOKsUTMEILDkBJr8RiBdlAx5QaJj0ImRfhvjKRszZu/XK3WXrTkWWxnEzjE/W5Pa6DkWq09yrb9MzSHbkKxP4/RrkccC/RCu6LgdxydEv48E2AD0cVaoCQIQgMBICOiisO3hhPI0tZCUOBJfc1SJW8WniJnWI3ZF8VNti+L4NZW19/3p1yfA5qM+w3mMwAZgHmedMUMAAr0iMA+LqKIxpi5Qm5o4W4/NHYpfRi9xrb3Nkxe7yE58NW6KbShXWZnmE7+ucpatsaz9WMZRdtzYQ8AnwAbAJ0IfAhAYFYE2Xx2z3/Rh88zjIqPJMcvC08YruxC1vvZijsWJ2VvfJtqaP5RPdX6emDxmF4ottlZuY1q5H7NsPxarrXxl62vK3v6/15hLedvPUubW8XMeHgE2AMObMyqGAATmhMAYFk6xRaE/hWJnx+vri/qpeTSO5krxS7Hx42o/dtb8MX1I7tdh+1XihXJoHBs7ZOfLqvr5cehDAALdEGAD0A1nskAAAktEoKtXx8oumJrGMYYFWApDGWeenXIQvnl2ZfhrzFg8K1fbMvnFP+ZnY+fVnGqXF2MpdLFxp9Zi/a3PUHnYMdCGQJsE2AC0SZfYEJhTAvZ2mLoL8CZjtTkdelvAkH4gzC6eulwwlc2rtVm/0Fz6eu2rv55VHorRpkzz2xwq07PV5bXtGPJ8Q3Yxe2ubl1t0ahuLZf1TbKx939r6f7tvdVEPBOoQYANQhx6+EIAABGoSyFtIDX3hlIJGxp86zjJ2yjVUg8Sxem2nxg/FTJFpHrFtMpfEbTKejqVMzDK2Gp8zBCCwdATYACwdezJDAAIJBOq+g5CQojOTthaAMoAhLcCkVsuizAT4fl2MOyWHX1eZMVWxLcswZQxV6qjjY5lVra+qX5268YXAGAiwARjDLDIGCPSMwJgW7WXR2tsFhnQ7UN44daHW5GKryVhau41p26q35yK9tS3bjsWOycvGL2NfJmdbtmXqXWpb+/93qWshPwTaJMAGoE26xIYABCBgCIQWWCGZcWm1uZS5Wx1YyeBD56D1t7FRK4mylLnWXcoJYwhAoBECbAAawUgQCEAAAuMlUGahpotQoVHGL5VeGzHzcqeOp+u6bM1SY5f5U5nYGsu0NX7dMWkcyV03Vpn6sYXAEAiwARjCLFEjBCAwSAL2doKx3A601BPRx0Wd1pSyyFRb4Zhin8db/G08tRVZ3dgaa+xn+3907GNlfBCwBFazHdoQgAAEIAABCAyTQN1Fv2wcQhsKn4bk0Vwp9r5/lb7W1lW+KjVaH/n6Yv2zctoQ6AsB3gHoy0xQBwQgUJrAUH4jwA5MFzC6gLI6bauN9PPs1L5P56HVW8Su6fH48crOtW/vxysaz1Lq/dpjtTQ1pqbixOpEDoEhE2ADMOTZo3YIQGAwBO6/1WDfmZpTF0UzTgPu1B1v6qKubp48xH7sWE2+XV5MX6e+sdi+vfbL2qvfPJzv/z84D6NljBDIJ8AGIJ8PWghAYIQE9J2DKl9XWsdXUEpOPg8wzItKF+W2eisb+uI7r/7QOPPsLaPUdiiH+jadS+O2da7y2NJWLcSFQIgAG4AQFWQQgMCSEdAFthRQ9CRapG9zEFpnGzV0vdixCy9h1nX+NucpJbYdf9djL5uvrH3K+LuyGXLtXTEiDwS6IsAGoCvS5IEABEZBQBf8ugGoMii9FUHeCZi3RVFX462aRzYD4puyKSjKUaTPu3bq+ObFLdLFxt1UPRq/qXih8ej/r5AOGQQg8HsCbAC4EiAAgbkjoIv4uRt4DwbcxQKw7DBlMap15fm2uWjNyzsvOvjOy0wzzj4QYAPQh1mgBghAYEqgD4tz++p+rJ6YfDqQATVYeC2eLJgsZoIEAhAYDwE2AOOZS0YCAQgMjEDoVgU+ILw0kzgPC359lyNvrHm6Jmamjfih/0exWlM29zFf5BAYEwE2AGOaTcYCAQj0mgCLj/n7gHGvL0iKgwAE5pYAG4C5nXoGDoFhEtBFdJu34LQZe5jU+1m1vqIt1bXxynJXo+5qHENm1NVckAcC80KADcC8zDTjhAAElpxAysbC3s4w9NuBulrYtjGxWjuL5jboVotp/29Ui1D81cJV447FT19gkfGkPF6NZdzzOA42APM464wZAhCAQI8I6GJbSiqz4C5j26PhLiqlaBxV+SxK9AeBxivKG/NHDgEIDJ8AG4DhzyEjgMBcERjLq1L6SttYxhO6CIe8wBxy7aG5QAYBCEDAEmADYGnQhgAEINAjAv4tD0O/JSiGtovFtr7qLTUMLV8X9cbmZink/nW/FDXMa84xvyAxr3MaGzcbgBgZ5BCAAAQgAIEREpi3DcUIp5AhQaA2ATYAtRESAAIQgEB5ArzSVp7ZkDzKLLK7fneiTxzneex9mgdqmT8CbADmb84ZMQQg0BCBuvfxq7+Uk7IhCN0aMdbbghqaommYMgtyddLFaRVfjcF5MYHZ63jfqcGsfCqu3Cj7/6tyIhwhMEACbAAGOGmUDAEIQKAMgb4vZLU+O6Z5XXQri3kdv70GaEMAAu0RYAPQHlsiQwACEOiMAAvHzlA3nkgX+zqHjSfoccCUd756XD6lQWCwBNgADHbqKBwCEFhqAnUXL3X9Zfz33zbx+1sptD/EW4N0IbzU86r5+1aP1jWEs16HS1lrE/+/lrJ+ckOgTQJsANqkS2wIQGA0BJb6fmLNX2VR0/eFbN/r6+oihkNXpON59P+ZWFT5vxaPjAYC/SLABqBf80E1EIAABCoRYLFSCVsjTvbWHRbxjSAlCAQg0DIBNgAtAyY8BCAwDgJDW2D7t2AM8ZagcVw5/RpFk5sV/xrr10ipBgIQyCPABiCPDjoIQAACPSEwtA1IT7B1Ukabr/o3uWDvBMbAk/D/bOATSPnJBNgAJKPCEAIQgEC3BPR+5LEvSoayyNU621zwd3uFkQ0CEJhXAmwA5nXmGTcEIDBXBIpu1+AWoX5eDm1tNoriFl0v/aRFVRCAQCoBNgCppLCDAAQgUIGAvoovrmVfyS9rX6E8XEoQKFo0lwjViCnvSDSCkSAQmEsCbADmctoZNAQgAIFZAnmv+Lb97kDfFtazZMbVE9Z5cz2u0TIaCEAgRoANQIwMcghAAAIQgECPCSzFxqnOO1o9RklpEJg7AmwA5m7KGTAEINAlAW7j6ZI2uSAAAQhAIIUAG4AUSthAAAIQmGMCKbeMtH2b0BzjLxx6yvwUBkk0YEObCAozCPScABuAnk8Q5UEAAuMhsNS3Tyx1/iHOpH7QVmpfiltuhsiMmiEAgf4TWK3/JVIhBCAAAQhAAAIQgAAEINAUAd4BaIokcSAAAQjMMYEqt6EM4bahrl71r8Jvji83hg4BCNQkwAagJkDcIQABCKQSWOr7p5c6fyqnNuy4lacNqsSEAASGSoBbgIY6c9QNAQhAAAKVCMhmwG4IKgUZqJN8DsR+FmSgw6BsCECgJgHeAagJEHcIQAACIQJ2kTXPr7yH2Kis7m0vyjiF78LCK7O06iOduvl1HJwhAAEIDI0AG4ChzRj1QgACEIDA3BOwG5mUDZACK2OrPpwhAIHxEWADML45ZUQQGD2Bqouf0YOJDFB5sfhzDgaRiwQxBCAwVwTYAMzVdDNYCECgKwIsNNsnPc+M53ns7V9ZZIDA+AnwIeDxzzEjhAAEIAABCEAAAhCAwJQA7wBMUdCAAASGQoBXP8vNFLzK8cIaAhCAwNgJ8A7A2GeY8UEAAhCAAAQgAAEIQMAQYANgYNCEAAQgAAEIQAACEIDA2AmwARj7DDM+CEAAAhCAAAQgAAEIGAJsAAwMmhCAAAQgAAEIQAACEBg7AT4EPPYZZnwQgAAEIACBhgnob0tIWD5k3jBcwkGgAwK8A9ABZFJAAAIQgAAEIAABCECgLwR4B6AvM0EdEIAABCAAgYEQ4FX/gUwUZUIgQoB3ACJgEEMAAhCAAAQgAAEIQGCMBNgAjHFWGRMEIAABCEAAAhCAAAQiBNgARMAghgAEIAABCEAAAhCAwBgJsAEY46wyJghAAAIQgAAEIAABCEQIsAGIgEEMAQhAAAIQgAAEIACBMRJgAzDGWWVMEIAABAZAQL5L3n6f/ABKpkQIQAACoyDABmAU08ggIAABCEAAAhCAAAQgkEaADUAaJ6wgAAEIQAACEIAABCAwCgL8ENgoppFBQAACEBgeAX5ManhzRsUQgMA4CPAOwDjmkVFAAAIQgAAEIAABCEAgiQAbgCRMGEEAAhCAAAQgAAEIQGAcBNgAjGMeGQUEIAABCEAAAhCAAASSCPAZgCRMGEEAAhCAQFcE9KtBh/4ZAR2HcKszlqbidDV/5IEABPpPgHcA+j9HVAgBCEAAAhCAAAQgAIHGCPAOQGMoCQQBCEBguAT0VeY6r1QPd/T9rpw56ff8UB0EhkiADcAQZ42aIQABCIyYwFgWvGMZx4gvNYYGgbklwC1Aczv1DBwCEIAABCAAAQhAYB4J8A7APM46Y4YABCDgEeDVag8IXQhAAAIjJsAGYMSTy9AgAIFhE9D78mUULNCHPZdUDwEIQKBPBLgFqE+zQS0QgAAEIAABCEAAAhBomQDvALQMmPAQgAAEqhLgVf+q5PCDAAQgAIE8ArwDkEcHHQQgAAEIQAACEIAABEZGgA3AyCaU4UAAAhCAAAQgAAEIQCCPABuAPDroIAABCEAAAhCAAAQgMDICbABGNqEMBwIQgAAEIAABCEAAAnkE2ADk0UEHAQhAAAIQgAAEIACBkRFgAzCyCWU4EIAABCAAAQhAAAIQyCPABiCPDjoIQAACEIAABCAAAQiMjAAbgJFNKMOBAAQgAAEIQAACEIBAHgE2AHl00EEAAhCAAAQgAAEIQGBkBNgAjGxCGQ4EIAABCEAAAhCAAATyCLAByKODDgIQgAAEIAABCEAAAiMjwAZgZBPKcCAAAQhAAAIQgAAEIJBHgA1AHh10EIAABCAAAQhAAAIQGBkBNgAjm1CGAwEIQAACEIAABCAAgTwCbADy6KCDAAQgAAEIQAACEIDAyAiwARjZhDIcCEAAAhCAAAQgAAEI5BFgA5BHBx0EIAABCEAAAhCAAARGRoANwMgmlOFAAAIQgAAEIAABCEAgjwAbgDw66CAAAQhAAAIQgAAEIDAyAmwARjahDAcCEIAABCAAAQhAAAJ5BNgA5NFBBwEIQAACEIAABCAAgZERYAMwsgllOBCAAAQgAAEIQAACEMgjwAYgjw46CEAAAhCAAAQgAAEIjIwAG4CRTSjDgQAEIAABCEAAAhCAQB4BNgB5dNBBAAIQgAAEIAABCEBgZATYAIxsQhkOBCAAAQhAAAIQgAAE8giwAcijgw4CEIAABCAAAQhAAAIjI8AGYGQTynAgAAEIQAACEIAABCCQR4ANQB6dhnS77767W7ZsmTv22GOTI15zzTXuwAMPdNtuu61bZ5113MqVK7P+SSed5O68887kOBhCAAIQgAAEIAABCEDAElhuO7SbJ3D88ce7s88+u1TgY445xh1xxBHu7rvvnvp9//vfd/L38Y9/3H3sYx9zZ511lltvvfWmehoQgAAEIAABCEAAAhBIIcAGIIVSRZvTTz/dHXbYYaW85RX+t7zlLZnPWmut5fbZZx+34447uuuvv96deeaZ7nvf+547//zz3TOf+Ux3zjnnuIc//OGl4mMMAQhAAAIQgAAEIDDfBLgFqIX5/81vfuPe+ta3uv3339/dd999yRl+9rOfuUMOOSSzX3fddbN3Dk4++WR38MEHu3e/+93uwgsvdK94xSsy/aWXXuqOOuqo5NgYQgACEIAABCAAAQhAQAiwAWj4OjjvvPPcqlWr3Pvf/3537733lor+4Q9/2MnmQY73ve992av8NsAaa6zhTjvtNLf99ttn4lNOOcX96le/sia0IQABCEAAAhCAAAQgkEuADUAunnTlwsJC9ur9s571LPeDH/wgc9xyyy1L3QL0L//yL5nfgx/8YPea17wmmHy11VZzhx9+eKa74447nGwCOCAAAQhAAAIQgAAEIJBKgA1AKqkCO7nVRz7wKxsBOQ444AB30UUXZe8GqKt8E1Ds+NGPfuRuuummTC3396+55poxU/fsZz87+1YhMZB3BDggAAEIQAACEIAABCCQSoANQCqpRLvddtvNfeMb33Annniie+ADH5jo5dy3v/3tqe0222wzbYcaD3vYw9wjHvGITHXZZZeFTJBBAAIQgAAEIAABCEAgSIBvAQpiKS+UW3NkEb/DDjuUd5546G1D4vyYxzymMMYmm2zibrzxxuwzAHJ+5CMfWeiDAQQgAAEIQAACEIAABNgANHQNyO09VRf/UsLtt98+rSTlqz3lXQA9fv7znze+AfjFL37h7rnnHk1R+fzb3/62si+OEIAABCAAAQhAAALNE2AD0DzTShF/+ctfTv3WXnvtaTvWsDa//vWvY2aV5P/4j//o3vCGN1TyjTnddtttMRVyCEAAAhCAAAQgAIEOCbAB6BB2Xir7dZ7yA2BFxwMe8ICpSdMbAPl8wUYbbdTIOwB33nln9tWmt9xyi9tiiy2c3CrFAYG6BOR6ks/YlPmcTd2c+I+XgD5OPfShDx3vIBlZZwTkS0HkMUp+z8c+V3dWAIlGR0Cup6YPNgBNE60YT77jX4+UW2+sTcqGQWOnnF/+8pc7+WvikF9DftWrXpX9JsJVV13VREhiQAACEGiFQBtPsq0UStBBEJDbczkg0CSBJtd7bAACM/PpT3/anXrqqQHN/aITTjjBPepRj7pfULP1oAc9aBrhrrvumrZjDWsjrzL09dh7773dBz/4wewrUZ/xjGe4FStW9LVU6hoIAfnF7P/6r/9y8mrtc5/73IFUTZl9JvClL33JyWJt9913d+uvv36fS6W2ARD44Q9/6M4///zsCz2e9rSnDaBiSuw7AVmXygu/xx13XGOlsgEIoLz66qvdWWedFdDcL5K3jJs81llnnWk4+4HgqdBrWBvr65kteXf58uXucY97XLYBOPTQQ90+++yz5DVRwLAJfOtb38o2AJtvvrn75Cc/OezBUH0vCDz5yU/ONgDvete73HbbbdeLmihiuAQ+8YlPZBuAnXbayUmbAwJ1CXzhC1/Iviwm5VsiU3NxQ3YqqZbtNttss2mG66+/ftqONdRGFtgbbLBBzAw5BCAAAQhAAAIQgAAEZgjwDsAMjt935JXq/fbbL6C5X7Txxhvf32mgtXLlymkUeQci77j77rvdddddl5lsvfXWrsl7wvLyooMABCAAAQhAAAIQGD4BNgCBOZR76ru+r37VqlXZtwXI9+afd955garuF11wwQVOv1+/zm8P3B+RFgQgAAEIQAACEIDAvBDgFqCezLR8CPh5z3teVs1ll13mLr744mhlp5xyylS35557Tts0IAABCEAAAhCAAAQgUESADUARoQ71Bx544DTbwQcf7OTXeP3ji1/8ojvppJMy8VZbbeX22GMP34Q+BCAAAQhAAAIQgAAEogTYAETRdK+QV/P1XYALL7zQ/cmf/In78pe/7OQrP2+44QYnv9D7ohe9yMlnAOQHtd773ve6ZcuWdV8oGSEAAQhAAAIQgAAEBkuAzwD0bOpOO+0098pXvjL7msNLLrnEPfvZz3byI2Gy6LfHBz7wAff85z/fimhDAAIQgAAEIAABCECgkADvABQi6tZAfoRGfpTmiCOOmP4gjV38y7f+yG8UvPGNb+y2MLJBAAIQgAAEIAABCIyCAO8AtDyNBxxwgJO/Mofc3nP00Udnf9dee232geC1117byQ8fyY9AiJ4DAhCAAAQgAAEIQAACVQiwAahCrUMfWfA3+ctvHZZOKghAAAIQgAAEIACBHhLgpeQeTgolQQACEIAABCAAAQhAoC0CbADaIktcCEAAAhCAAAQgAAEI9JAAG4AeTgolQQACEIAABCAAAQhAoC0CbADaIktcCEAAAhCAAAQgAAEI9JAAG4AeTgolQQACEIAABCAAAQhAoC0CbADaIktcCEAAAhCAAAQgAAEI9JAAG4AeTsrYSlq+/PffNqvnsY2P8XRLQK8jPXebnWxjJKDXkp7HOEbG1B2BNdZYI0um5+4yk2msBPSxafXVV29siKu/c3I0Fo1AEAgQeOxjH+vWW28995rXvMatueaaAQtEEEgnsNFGG2U/hifX06abbpruiCUEIgTkOpIfWnzZy17mli1bFrFCDIE0AitWrHALCwvuoIMOchtuuGGaE1YQyCEg19Quu+zinv70p+dYlVMtm1ykC+VcsIYABCAAAQhAAAIQgAAEhkqAW4CGOnPUDQEIQAACEIAABCAAgQoE2ABUgIYLBCAAAQhAAAIQgAAEhkqADcBQZ466IQABCEAAAhCAAAQgUIEAG4AK0HCBAAQgAAEIQAACEIDAUAmwARjqzFE3BCAAAQhAAAIQgAAEKhBgA1ABGi4QgAAEIAABCEAAAhAYKgE2AEOdOeqGAAQgAAEIQAACEIBABQJsACpAwwUCEIAABCAAAQhAAAJDJcAGYKgzR90QgAAEIAABCEAAAhCoQIANQAVouEAAAhCAAAQgAAEIQGCoBNgADHXmqBsCEIAABCAAAQhAAAIVCLABqAANFwhAAAIQgAAEIAABCAyVABuAoc4cdUMAAhCAAAQgAAEIQKACATYAFaDhAgEIQAACEIAABCAAgaESYAMw1JmjbghAAAIQgAAEIAABCFQgwAagAjRcIAABCEAAAhCAAAQgMFQCbACGOnPUDQEIQAACEIAABCAAgQoE2ABUgIYLBCAAAQhAAAIQgAAEhkqADcBQZ466IQABCEAAAhCAAAQgUIEAG4AK0HCBAAQgAAEIQAACEIDAUAmwARjqzFE3BCAAAQhAAAIQgAAEKhBgA1ABGi4QgAAEIAABCEAAAhAYKgE2AEOdOeqGAAQgAAEIQAACEIBABQJsACpAwwUCEIAABCAAAQhAAAJDJcAGYKgzR90QgAAEIAABCEAAAhCoQIANQAVouCwmcOutt7q3ve1t7nnPe57bbLPN3AMf+ED3xCc+0b3kJS9xH/rQh9zvfve7xU4Byb333us+/vGPu+c85zluxYoVbr311nPPfe5z3VFHHeW++93vBjwQzQuBb33rW2711Vd3D33oQ0sN+ZprrnEHHnig23bbbd0666zjVq5cmfVPOukkd+edd5aKhfF4CHBdjGcul2Iku+++u1u2bJk79thjk9Pz/JaMavSGZ511lnvVq17lnvKUp2TrnIc//OFu5513dgcffLC75JJLksdf63FsgQMCNQn8wz/8w8JDHvKQhckVG/3bYostFr7yla/kZvrxj3+8sNVWW0VjLF++fOHUU0/NjYFynAR+/vOfL2y++ebZtbHBBhskD/L973//whprrBG9pnbccccFic0xXwS4LuZrvpse7XHHHTd9TPnIRz6SFJ7ntyRMozeaLNgXJi9wTq+f0Lpp8kLXwl/+5V8u3HHHHbk86j6OLZPoyVsNDCHgETjttNPcfvvtN5XKqyI77bSTe+QjH+muvvpq99nPftZdccUVmX7ttdfOXsWXV2D94/bbb8/8/ud//idTbbPNNu4FL3iB23jjjd15553nPve5z7nf/OY32Ssukwdcd8ghh/gh6I+UgFwb8o7QhRdemI1wsgFwt9xyS+Fo5RX+1772tZndWmut5fbZZx83WfC766+/3p155pnue9/7Xqbbeuut3TnnnOPkFRiO8RPguhj/HLc5wtNPP929+tWvdvfdd1+WRp6PDj300NyUPL/l4pkb5V133ZW94n/ppZdmY95www2zdwFkTfTrX//aXXTRRU6ur3vuuSfT77///u4Tn/hEkE8jj2O52wuUEMgh8MMf/nDhwQ9+cLaTlVdZJ4v0RdaTW38WDjvssOlud7KwXxCZf7zpTW+a2uy9994Lv/3tb2dMvv71ry+su+66mY28E3DDDTfM6OmMk8Dktp+FJzzhCdNrY/JIuJDyDsDNN9+8MNlwZn5y3Xz1q1+dASTX4Cte8Ypp3Ne//vUzejrjJMB1Mc557WJUkwXawlve8pYFeXVWHof0L+UdAJ7fupih/ueYvHA5vW4mtzYvTG6dXlT05PafhcmLUVO7M844Y5FNU49jblFkBBBIJPCe97xnepEeccQRUa/JbnZh++23n9p++9vfnrGV/wQPetCDMv0mm2yyaPGvxl/4whemMY488kgVcx4hAXnr8w1veMPCaqutNp1zfcJN2QDI9aj2J5xwQpDQ5H7c6XUp19/kVbqgHcLxEOC6GM9cdjmSr33tawuPf/zjp48p+tgi56INAM9vXc5Uf3PdfffdC3/0R3+UXUOTzzYu3HTTTdFi//3f/316rU0+V7nIrqnHMTYAi9AiSCUgO1h9IPzRj36U6/be9753anv88cfP2MoCTePIpiLvkM8SiO0jHvGI4DsJeb7ohkFANoiPecxjpteEbALkAW+jjTbKZCkbALWVd6j8d5MshU996lPTPJMP81kV7RES4LoY4aS2OKTJbT4L8u7g5MO+08eJLbfccuZd7aINAM9vLU7QgEKff/7502voz/7sz3IrlxendLMwuU1okW1Tj2N8C9BkNclRjcDkInRPfepT3WRR7iav3OcGmSzYp/rJh6GmbWlM/mNM+7vtttu0HWrIveBy/OQnP3GTDxWHTJANnIDcn3/ttddmo5DPkpx77rnu6KOPdpNbvzKZfPNG3jHZjLrJqyuZyTOf+Uy35pprRs2f/exnZ58rEQP5PAvHeAlwXYx3btsamdznP3nBSl4ozVIccMAB2X3aq1atmqYsejzi+W2Kaq4b8jmQXXfdNft2xO222y6XxeRFLyefD5DjZz/7mZu8iDW1b/Jx7PfPqNPQNCCQTuDkk09ONtYPXIrDk570pBm/ySu+WV8uel83Yzjp2Afeyy67zBVtGHx/+sMgIB/0Pfzww7MP18lXd5Y59HoSH/kwed7xsIc9zMnm9MYbb3RyPXGMlwDXxXjntu2RyfPMO97xDvf0pz+9dCq97nh+K41uVA5yDaWuV375y186WejLIS+wPuABD8ja8o9eT9Ku+/zGOwBCkaNVAr/61a9mXl2V7721h3xbkBzyjT+TDxNb1aK2fafhf//3fxfpEQyfwORD4NmD3+S2n+x7+8uO6Ac/+MHUZXIr0bQda+g1JdepbAQ4xkmA62Kc89rmqGTRLguu//zP/6y0+JfaeH5rc4bGGfujH/3o9F0nf73U5OMYG4BxXj+9GtW73vUu99Of/jSrSX7Uyy7K5IeY5MdR5Ej5GkZ5xVaPyfe3a5PziAjI13JOPpRbeUTyVqseXFNKgjPXBddAWQJye88OO+xQ1m1qz/PbFAWNRAJye7Pc8iqHbEAPOuigGc8mH8fYAMygpdM0AblNaPJjFVlYuZXjYx/72EwKeatLD/mdgKLD2sj35nJAwCfANeUToS8EuC64DromwDXXNfFh55PrRX5LSa+byTfhLXrnSXUyUrseio3c2vhrJjYAMWrIaxOYfG2ne93rXjeN86EPfcg9+tGPnvalIbdd6CE/1lR02Hvh/Iu5yBf9fBDgmpqPeS47Sq6LssSwr0uAa64uwfnxlx863WuvvaY/UDn55fvpOwGWQpPXFBsAS5Z2YwTklf+XvvSl01+0+3//7/9Nf5XVJrH3/Ouv31m937Y2KRsG35/++AlwTY1/jquMkOuiCjV86hDgmqtDb3585Zft5RvpJr83kQ1aPpd29tlnB1/hb/Ka4luA5ucaSxqp7ED1nvyQw8477+ze+ta3hlRT2d/+7d+6d77zndP+5Ee7ZvpTxaRh7/WWn8kuOqzN5Bdei8zRLzGBT3/60+7UU0/NrWLyPdnuUY96VK5NGSXXVBla82PLdTE/c92XkXLN9WUm+luHfEhcbvvRD4vLZyT/+7//e+azkrb6Jq8pNgCWLG33xS9+cfqqfQjH5IeVQuJMJq/OywdWTjrppKw/+cl0d9xxx7mDDz446mPj2Q+3xBysTdmvh4zFRN4eAXlQO+uss3ITyAflmjzsdWGvl1gOa2N9Y/bIh0nAzq2d89horI31jdkjh4BPgOc3nwh9S0C+YeqFL3xh9l3/IpffB5Dny7wvr7CPRfYxysa1bWtjfcWGW4AsKdqVCchFtscee0wX/5NfsXOf//zncxf/kkw+oCI/9iTH9ddfn53z/rE28kNkHBDwCWy22WZTkb1epkKvoTbyQ2Py+wMc4yTAdTHOee3zqHh+6/PsLG1tn/vc59wuu+wyXfzL+kluAcpb/EvFTT6O8Q7A0l4Dvcuub0PFCpOFvX/I/WvyC736Y1/yw0ryAeCiX7vTOCtXrsy+f102EfKrd/arPtVGz/Y7cLfffnsVc+4pgUMPPdTtt99+udXJ7z80ecj1pEfR9Xz33Xe76667LjOXrx/lcyVKbnxnrovxzekQRsTz2xBmqdsa//mf/9m9/vWvd/JL03L8xV/8hfvIRz7i5K6JoqPJxzE2AEW050y/YsWKUiP+xS9+kf26nS7+t9pqq+w2Iv/bfvKCyvcsn3vuuZnJeeedl314OGb/9a9/faqq8/3M0yA0WiUgn9Po+rMa8mvR8m1R8vPpcj3lHRdccMH0Z9a5nvJIDV/HdTH8ORziCHh+G+KstVezfEGKLPgXFhac/M7EMccck/3qfWrGJh/HuAUolTp2QQJyIV988cWZTl6Rl7ewyiz+xfFlL3vZNHbeB0b/7//+b/op+Sc/+cmFb5VNg9KYKwLyIannPe952Zgvu+yy6fUZgnDKKadMxXvuuee0TWN8BLguxjenQxgRz29DmKVuapTnI/lqdFn8y498yWbg8MMPL5W80cexSSEcEKhEYPKq/cLkys3+Jrf9LEx+wa5SHHGa3C6UxZnsiBcmm4BFcSbf+b+w6667TvOdccYZi2wQjJvA5JuCsvl/6EMfWjjQyS1o02tlsjFduO222xb5TD5stTD5SrXMbvLO1cLk7dhFNgjGRYDrYlzzuVSjOfHEE6ePL8cee2xhGTy/FSKaC4Oddtppet1Mvi2x8pibehxbJhWU2n5gDIEJgd/97nfuSU96krvyyiszHvKjFY9//OOT2Dz3uc91hx122IytfBr+aU972nRnfNRRR7l99903+3rI73znO+5tb3vb9HaOpz71qe6b3/xmtoOeCUJn1ATknaUf//jHbrIBmH5wKm/A8tVq8l3KcmyzzTbuAx/4QHaN3Xrrre4zn/mMe/Ob3+zkMwDySsx//Md/uOc///l54dCNhADXxUgmcgmH8fGPf9wdeOCBWQWTDYA75JBDcqvh+S0Xz1wo5d3mP/3TP83GKs858i613AKUcnziE59Y9AUVjTyOVd6C4DjXBCYLq+lOdnIBl2ofcMABQXaT74xfmHzIeCaWvkKrOR73uMctTD4oHPRHOG4CZd4BEBKThf7Cbrvtlns9yXU1+YXqcYNjdDMEuC5mcNCpQKDsOwCSgue3CqBH5DJ54XLmuUjXNCnnyTfVLSLRxOMYnwGY0OcoT+Dyyy8v71Tgsffeezt5pUTu79dPw8srtHKsueaa7o1vfGOml1eAOSBQRGD99dd3X/rSl9wRRxzhpC2HXk/Slm/9ke9cluuKY34IcF3Mz1z3aaQ8v/VpNrqv5Yorrmg0aROPY9wC1OiUEKwpApN7/t0ll1zi5IO/j33sY90WW2zR+bfJNDUW4vSDwLXXXpt9IFi+m1tuWZNfXJS3YjnmmwDXxXzP/1KMnue3paA+7pxVHsfYAIz7mmB0EIAABCAAAQhAAAIQmCHAy18zOOhAAAIQgAAEIAABCEBg3ATYAIx7fhkdBCAAAQhAAAIQgAAEZgiwAZjBQQcCEIAABCAAAQhAAALjJsAGYNzzy+ggAAEIQAACEIAABCAwQ4ANwAwOOhCAAAQgAAEIQAACEBg3ATYA455fRgcBCEAAAhCAAAQgAIEZAmwAZnDQgQAEIAABCEAAAhCAwLgJsAEY9/wyOghAAAIQgAAEIAABCMwQYAMwg4MOBCAAAQhAAAIQgAAExk2ADcC455fRQQACEIAABCAAAQhAYIYAG4AZHHQgAAEIQAACEIAABCAwbgJsAMY9v4wOAhCAAAQgAAEIQAACMwTYAMzgoAMBCEAAAhCAAAQgAIFxE2ADMO75ZXQQgAAEIAABCEAAAhCYIcAGYAYHHQhAAAIQgAAEIAABCIybABuAcc8vo4MABCAAAQhAAAIQgMAMATYAMzjoQAACEIAABCAAAQhAYNwE2ACMe34ZHQQgAAEIQAACEIAABGYIsAGYwUEHAhCAAAQgAAEIQAAC4ybABmDc88voIAABCEAAAhCAAAQgMEOADcAMDjoQgAAEIAABCEAAAhAYNwE2AOOeX0YHAQhAAAIQgAAEIACBGQJsAGZw0IEABCAAAQhAAAIQgMC4CbABGPf8MjoIQAACEIAABCAAAQjMEGADMIODDgQgAAEIQAACEIAABMZNgA3AuOeX0UEAAhCAAAQgAAEIQGCGABuAGRx0IAABCEAAAhCAAAQgMG4CbADGPb+MDgIQgAAEIAABCEAAAjME2ADM4KADAQhAAAIQgAAEIACBcRNgAzDu+WV0EIAABCAAAQhAAAIQmCHABmAGBx0IQAACEIAABCAAAQiMmwAbgHHPL6ODAAQgAAEIQAACEIDADAE2ADM46EAAAhCAAAQgAAEIQGDcBNgAjHt+GR0EIAABCEAAAhCAAARmCLABmMFBBwIQgAAEIAABCEAAAuMmwAZg3PPL6CAAAQhAAAIQgAAEIDBDgA3ADA46EIAABCAAAQhAAAIQGDcBNgDjnl9GBwEIQAACEIAABCAAgRkCbABmcNCBAAQgAAEIQAACEIDAuAmwARj3/DI6CEAAAhCAAAQgAAEIzBBgAzCDgw4EIAABCEAAAhCAAATGTYANwLjnl9FBAAIQgAAEIAABCEBghgAbgBkcdCAAAQhAAAIQgAAEIDBuAmwAxj2/jA4CEIAABCAAAQhAAAIzBNgAzOCgAwEIQAACEIAABCAAgXETYAMw7vlldBCAAAQgAAEIQAACEJghwAZgBgcdCEAAAhCAAAQgAAEIjJsAG4Bxzy+jgwAEIAABCEAAAhCAwAwBNgAzOOhAAAIQgAAEIAABCEBg3ATYAIx7fhkdBCAAAQhAAAIQgAAEZgiwAZjBQQcCEIAABCAAAQhAAALjJrB83MNjdBCAAAQgAIFiArfddpu77rrr3K233uo22WQTt+mmm7o11lij2BELCEAAAgMkwDsAA5w0SoYABCAwZgJHH32022ijjXL/Nt54Y/fYxz7Wbbvttu6lL32p+9d//Vd31113lcJy+eWXu7/6q79yG264oVt//fWzWM95znPc5ptv7tZee233xCc+0Z144onu7rvvLhXXN959993dsmXL3LHHHuur6EMAAhBYEgK8A7Ak2EkKAQhAAAIxAnfccYf76U9/GlMvkl9yySXus5/9rHvIQx7i3v72t7s3velNi2ys4M4773QHH3ywO+2006x4pn3vvfe6K664wr3uda9zsiE56aST3LOe9awZm5TO8ccf784+++wUU2wgAAEIdEaADUBnqEkEAQhAAAJlCTzykY908ucf9913n/vtb3+b3bJz0003Zepf/OIX7s1vfrN7xCMe4fbdd1/fJetfddVV7kUvepH7/ve/P9Vvs802brfddnOPecxj3AYbbJDdCnTxxRe7M844I3v1/0c/+pHbc8893TnnnON23HHHqV9R4/TTT3eHHXZYkRl6CEAAAp0TYAPQOXISQgACEIBAKoGDDjrIHXnkkbnm3/zmN91+++3nZKEuxwEHHJDdzvOEJzwh6+s/v/71r90LX/hCd+WVV2YiWfDLbTl77LGHmsyc3/3ud7v999/ffeMb33DyroHYffe733WbbbbZjJ3f+c1vfpPV/MEPftDJRoUDAhCAQN8I8BmAvs0I9UAAAhCAQCkCT3/60933vve97BV8cZTPApx55pmLYsitQbr4l0X81772tejiX5xlg/CFL3zBbb311lkseYfhfe9736K4VnDeeee5VatWufe///1ObiPigAAEINBHAmwA+jgr1AQBCEAAAqUIrLPOOm6vvfaa+px//vnTtjTkA78nnHBCJpMP5MrtPY9+9KNnbEId+VyB/fDuqaee6m6++eZFpgsLC+6QQw7JPifwgx/8INNvueWW3AK0iBQCCECgDwTYAPRhFqgBAhCAAARqE7C38lx44YUz8ewHfl/ykpdktwjNGOR0dt55Z/eUpzzFrVy5zVbjGgAABJ5JREFUMrslSL4q1D/kVh/5wK9sBOSQ25Auuuii7N0AtZWNBwcEIACBPhDgMwB9mAVqgAAEIACB2gTs13XK13rqIYvyT33qU9rNvjZ02klsfOtb33Krr756obV8mPgd73iHk9uSOCAAAQj0lQAbgL7ODHVBAAIQgEApAva2n6222mrqe8MNN0w/ICxCeSW/7FG0+F9ttdXct7/9bbfDDjuUDY09BCAAgc4JcAtQ58hJCAEIQAACTRO47LLL3DHHHDMNa7+zXzYAeshCfYstttBuY2e5vYfFf2M4CQQBCLRMgHcAWgZMeAhAAAIQqE5A7q2/5557FgUQ2U9+8hN3/fXXu8985jPuox/96PSXgP/4j//Yvfa1r5363HjjjdO2/HrwWmutNe3TgAAEIDCPBNgAzOOsM2YIQAACAyFw1FFHOflLPdZbb71sM2Bv2ZGv79Qj5Zt/1JYzBCAAgbES4Bagsc4s44IABCAwRwRkwf/nf/7nTr6Cc7vttpsZ+cMe9rBp324GpkIaEIAABOaMAO8AzNmEM1wIQAACQyIg36Uvf/6x5pprZt/jv2LFCrfppps6+dCv/HBX6Nhoo42m4ltuuWXapgEBCEBgXgmwAZjXmWfcEIAABAZA4BWveIU78sgja1W6ySabTP3lcwO33367kx8O44AABCAwrwS4BWheZ55xQwACEJgTAhtuuOH0B7nkw8Nf+cpXSo/85JNPdo9//OPdQQcd5M4888zS/jhAAAIQ6BMBNgB9mg1qgQAEIACBVgjstdde07if//znp+3Uxic/+Ul39dVXu4997GPuG9/4RqobdhCAAAR6SYANQC+nhaIgAAEIQKBJAi9/+cudfFe/HKeeeqq79NJLk8N///vfn75rIDHkXQAOCEAAAkMmwAZgyLNH7RCAAAQgkERAPiT8mte8JrO999573YEHHuhSvhHol7/8pXvxi1/s5PcI5Nh1112d/JYABwQgAIEhE2ADMOTZo3YIQAACEEgm8Hd/93du3XXXzewvuOAC97SnPc3JLwjHjssvv9w9//nPd1deeWVm8pCHPMR9+MMfjpkjhwAEIDAYAnwL0GCmikIhAAEIQKAOAfkwsNz/L58HkG8Cklt7tt566+xVfZFtttlmbvny5dmC/zvf+Y47/fTTnbxbIId87ejnPvc594QnPKFOCfhCAAIQ6AUBNgC9mAaKgAAEIACBLgg861nPcuedd172yv4NN9yQpTznnHOc/MUO+fXg4447zokvBwQgAIExEOAWoDHMImOAAAQgAIFkAqtWrcq+0eekk05a9KvBNoj8gNgxxxzjrrrqKveCF7zAqmhDAAIQGDSBZQuTY9AjoHgIQAACEIBADQK33Xabu/7667M/+dCvfMh38803d+uvv36NqLhCAAIQ6C8BNgD9nRsqgwAEIAABCEAAAhCAQOMEuAWocaQEhAAEIAABCEAAAhCAQH8JsAHo79xQGQQgAAEIQAACEIAABBonwAagcaQEhAAEIAABCEAAAhCAQH8JsAHo79xQGQQgAAEIQAACEIAABBonwAagcaQEhAAEIAABCEAAAhCAQH8J/H85aE9i030ubQAAAABJRU5ErkJggg==" width="384" /></p>
+<p>Classify cells across entire reprogramming time-course.</p>
+<pre class="r"><code># Include reject option in classification
+gmmClassification &lt;- function(testData, gmModel, gmDA, pcaModel, tab=TRUE){
+  a=predictPCA(pcaModel, testData)
+  b=factor(predict(gmDA, newdata=a)$classification, levels=1:5)
+  c=rejectOption(gmModel, a, G=1:4, alpha=0.25)
+  b[!c]&lt;-5
+  if (tab){ return(table(b))
+   } else { return(b) }
+}
+pcEdge0i.classification &lt;- do.call(cbind, lapply(IRN.NG, gmmClassification, xyzMc, xyzDA, pcEdge0i ))</code></pre>
+<p>Visualise results as bar chart.</p>
+<pre class="r"><code># Viz timecourse classification results
+par(mar=c(4,4,.5,.5))
+barplot(t(t(pcEdge0i.classification) / colSums(pcEdge0i.classification)), las=2, 
+        ylab='Fraction', col=c('#6a3d9a', '#1f78b4', '#33a02c', '#ff7f00', '#FFFFFF'))</code></pre>
+<p><img 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diff --git a/hexpress.R b/hexpress.R
new file mode 100644
index 0000000..9721941
--- /dev/null
+++ b/hexpress.R
@@ -0,0 +1,64 @@
+hexpress <- function(xy, exprmat, feats, pcomp, colix) {
+  require(grid)
+  require(hexbin)
+  require(marray)
+  # modified hexagon bin function from hexbin package
+  source('./3rdparty/gridhexagons2.R')
+  
+  # xy-boundaries
+  bndLo = c(-22,  -9, -23, -11)
+  bndUp = c( 22,  12,   9,  11) # NG
+  
+  # minimum data per bin
+  mincnt <- 5
+  
+  # remove points outside some boundary.
+  is.na(xy[,1]) <- xy[,1] < bndLo[pcomp[1]] | xy[,1] > bndUp[pcomp[1]]
+  is.na(xy[,2]) <- xy[,2] < bndLo[pcomp[2]] | xy[,2] > bndUp[pcomp[2]]
+  
+  
+  if (feats == 'density') { 
+    # Calculate density
+    hb12 <- hexbin::hexbin(xy, IDs=TRUE, xbins=40,
+                           xbnds=c(bndLo[pcomp[1]], bndUp[pcomp[1]]),
+                           ybnds=c(bndLo[pcomp[2]], bndUp[pcomp[2]]))
+    
+    par(mar=c(2,2,.5,.5), bty='n')
+    P <- plot(hb12, type='n', legend=F, xaxt='n', yaxt='n', clip='on', main='Density')
+    P$plot.vp@hexVp.off$xscale=c(bndLo[pcomp[1]], bndUp[pcomp[1]])
+    P$plot.vp@hexVp.off$yscale=c(bndLo[pcomp[2]], bndUp[pcomp[2]])
+    pushViewport(P$plot.vp@hexVp.off)
+    grid.hexagons2(hb12, use.count=T, style= "colorscale",
+                   colramp=function(n){maPalette(low='#EEEEEE', high='#000000', k = n)}, mincnt=mincnt)
+    da <- xy[hb12@cID %in% hb12@cell[hb12@count < mincnt],]
+    grid.xaxis(); grid.yaxis()
+    grid.points(da[,1], da[,2], pch='.')
+    popViewport()
+  }
+  else if (feats == 'overall'){
+    # Calculate total expression level
+    a <- rowSums(exprmat[,colix])
+    
+    # Visualise as hexbin
+    hb12 <- hexbin::hexbin(xy, IDs=TRUE)
+    hb12@cAtt <- hexTapply(hbin = hb12, FUN = median, dat = a)
+    par(mar=c(2,2,.5,.5))
+    P <- plot(hb12, type='n', legend=F, xlab=paste0("PC", pcomp[1]), ylab=paste0("PC", pcomp[2]), main='Overall expression')
+    pushHexport(P$plot.vp)
+    grid.hexagons2(hb12, use.count=F, cell.at=NULL,  style= "colorscale",
+                   colramp=function(n){maPalette(low='blue', high='green', k = n)})
+    popViewport()    
+  }
+  else {
+    nodeix   <- which(colnames(exprmat) == feats)
+    
+    hb12 <- hexbin::hexbin(xy, IDs=TRUE)
+    hb12@cAtt <- hexTapply(hbin = hb12, FUN = mean, dat = exprmat[,nodeix])
+    par(mar=c(2,2,.5,.5))  
+    P <- plot(hb12, type='n', legend=F, xlab=paste0("PC", pcomp[1]), ylab=paste0("PC", pcomp[2]), main=feats)
+    pushHexport(P$plot.vp)
+    grid.hexagons2(hb12, use.count=F, cell.at=NULL,  style= "colorscale", mincnt=0, colramp=function(n){maPalette(low='blue', high='green', k = n)})
+    popViewport()
+  }
+  
+}
\ No newline at end of file
-- 
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