From 7f3defd1b263de3a5f1228395f0d315f2e6a8133 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Tue, 29 Oct 2024 17:05:57 -0600 Subject: [PATCH 01/56] Adding myself to the project --- DESCRIPTION | 1 + 1 file changed, 1 insertion(+) diff --git a/DESCRIPTION b/DESCRIPTION index 11576da..c0e0e0c 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -7,6 +7,7 @@ Authors@R: c( ), person("Thomas", "Valente", email="tvalente@usc.edu", role=c("aut", "cph"), comment=c(ORCID="0000-0002-8824-5816", what="R original code")), + person("Anibal", "Olivera Morales", role = c("aut", "ctb")), person("Stephanie", "Dyal", email="stepharp@usc.edu", role=c("ctb"), comment="Package's first version"), person("Timothy", "Hayes", email="timothybhayes@gmail.com", role=c("ctb"), comment="Package's first version") ) From 18cd21f808c61eb22fda3ee9c2cf5d46c27c9fce Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Wed, 30 Oct 2024 17:46:47 -0600 Subject: [PATCH 02/56] Some discussion about the dimensions of ans (exposure calculation) --- playground/ans-discussion.R | 87 +++++++++++++++++++++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 playground/ans-discussion.R diff --git a/playground/ans-discussion.R b/playground/ans-discussion.R new file mode 100644 index 0000000..ea05b7e --- /dev/null +++ b/playground/ans-discussion.R @@ -0,0 +1,87 @@ +# Set dimensions +n <- 4 # Number of nodes +t <- 3 # Number of time steps +q <- 2 # Number of contagions + +# Define graph (n x n matrix) +graph <- matrix(c(0, 1, 0, 0, + 1, 0, 1, 0, + 0, 1, 0, 1, + 0, 0, 1, 0), nrow = n, byrow = TRUE) + +# Define attrs (n x t matrix) +attrs <- matrix(c(1, 2, 3, + 4, 5, 6, + 7, 8, 9, + 10,11,12), nrow = n) +#attrs <- array(c(1,2,3, +# 4,5,6, +# 7,8,9, +# 10,11,12, +# Second contagion +# 2,4,6, +# 8,10,12, +# 14,16,18, +# 20,22,24), dim = c(n,t,q)) + +# Define cumadopt (n x t x q array) +cumadopt <- array(c(1,2,3, + 4,5,6, + 7,8,9, + 10,11,12, + # Second contagion + 2,4,6, + 8,10,12, + 14,16,18, + 20,22,24), dim = c(n,t,q)) + +# ORIGINAL: Graph -> n x n +# attrs -> n x T +# cumadopt-> n x T +# +# so (attrs * cumadopt) -> n x T +# (graph %*% (attrs * cumadopt)) -> n x T +# +# normalization: as.vector(ans/( graph %*% attrs + 1e-20 )) +# so (graph %*% attrs) -> n x T + +# NEW: Graph -> n x n +# attrs -> n x T +# cumadopt-> n x T x q +# +# so (graph %*% (attrs * cumadopt)) -> n x T x q +# +# normalization +# so (graph %*% attrs) -> n x T + +# ANS + +ans <- apply(cumadopt, MARGIN=3, function(ca) graph %*% (attrs * ca)) +ans <- array(ans, dim = c(n,t,q)) +dim(ans) + +# NORMALIZATION + +den <- graph %*% attrs +dim(den) + +ans/( graph %*% attrs + 1e-20 ) # Error + +# TRY THIS + +ans_norm <- apply(cumadopt, MARGIN=3, function(ca) graph %*% (attrs * ca) / ( graph %*% attrs + 1e-20 )) +ans <- array(ans, dim = c(n,t,q)) +dim(ans) + +### Another option + +#initializing array +ans <- array(0, dim = c(n,t,q)) +norm <- graph %*% attrs + 1e-20 + +#loop for q contagions +for (k in seq_len(q)) { + ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) / norm +} + +dim(ans) From 34f2e730d2a17a5e213991abb87ea509074b4ca8 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Thu, 31 Oct 2024 11:49:39 -0600 Subject: [PATCH 03/56] just fixing a paragraph in Ego exposure --- R/stats.R | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/R/stats.R b/R/stats.R index 115c6f0..af68f02 100644 --- a/R/stats.R +++ b/R/stats.R @@ -250,9 +250,9 @@ dgr.array <- function(graph, cmode, undirected, self, valued) { #' Calculates exposure to adoption over time via multiple different types of weight #' matrices. The basic model is exposure to adoption by immediate neighbors #' (outdegree) at the time period prior to ego’s adoption. This exposure can also be -#' based on (1) incoming ties, (2) structural equivalence, (3) indirect ties, (4) -#' attribute weighted (5) network-metric weighted (e.g., central nodes have more -#' influence), and attribute-weighted (e.g., based on homophily or tie strength). +#' based on (1) incoming ties, (2) structural equivalence, (3) indirect ties, +#' (4) network-metric weighted (e.g., central nodes have more +#' influence), and (5) attribute-weighted (e.g., based on homophily or tie strength). #' #' @templateVar valued TRUE #' @templateVar dynamic TRUE From f27f17403f60f0054274f15ffe4570fdc1e2bb34 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Thu, 31 Oct 2024 12:10:20 -0600 Subject: [PATCH 04/56] looking as.vector things --- playground/ans-discussion.R | 30 ++++++++++++++++++++++++++++-- 1 file changed, 28 insertions(+), 2 deletions(-) diff --git a/playground/ans-discussion.R b/playground/ans-discussion.R index ea05b7e..3bb9a0d 100644 --- a/playground/ans-discussion.R +++ b/playground/ans-discussion.R @@ -25,6 +25,11 @@ attrs <- matrix(c(1, 2, 3, # 20,22,24), dim = c(n,t,q)) # Define cumadopt (n x t x q array) +cumadopt <- array(c(1,2,3, + 4,5,6, + 7,8,9, + 10,11,12), dim = c(n,t)) + cumadopt <- array(c(1,2,3, 4,5,6, 7,8,9, @@ -38,6 +43,7 @@ cumadopt <- array(c(1,2,3, # ORIGINAL: Graph -> n x n # attrs -> n x T # cumadopt-> n x T +# ans -> 1 x n # # so (attrs * cumadopt) -> n x T # (graph %*% (attrs * cumadopt)) -> n x T @@ -48,6 +54,7 @@ cumadopt <- array(c(1,2,3, # NEW: Graph -> n x n # attrs -> n x T # cumadopt-> n x T x q +# ans -> q x n # # so (graph %*% (attrs * cumadopt)) -> n x T x q # @@ -73,15 +80,34 @@ ans_norm <- apply(cumadopt, MARGIN=3, function(ca) graph %*% (attrs * ca) / ( gr ans <- array(ans, dim = c(n,t,q)) dim(ans) -### Another option +# OR THIS #initializing array ans <- array(0, dim = c(n,t,q)) norm <- graph %*% attrs + 1e-20 +normalized <- TRUE + #loop for q contagions for (k in seq_len(q)) { - ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) / norm + if (normalized) ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) / norm + else ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) } +as.vector(ans, dim = c(n,t,q)) + dim(ans) + + +## + +ans <- ( graph %*% (attrs * cumadopt) ) +dim(ans) # n x t + +ans_norm <- ans/( graph %*% attrs + 1e-20 ) +class(ans_norm) # "matrix" "array" +dim(ans_norm) # n x t + +ans_norm_vec <- as.vector(ans/( graph %*% attrs + 1e-20 )) +class(ans_norm_vec) # "numeric" +dim(ans_norm_vec) # NULL, only a vector o length 4x3=12 From 8977e4f41db2b6f3c929010c945246912b8b3e98 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Thu, 31 Oct 2024 14:03:07 -0600 Subject: [PATCH 05/56] out object from exposure_for() --- playground/ans-discussion.R | 82 +++++++++++++++---------------------- playground/out-discussion.R | 65 +++++++++++++++++++++++++++++ 2 files changed, 99 insertions(+), 48 deletions(-) create mode 100644 playground/out-discussion.R diff --git a/playground/ans-discussion.R b/playground/ans-discussion.R index 3bb9a0d..010be56 100644 --- a/playground/ans-discussion.R +++ b/playground/ans-discussion.R @@ -3,64 +3,65 @@ n <- 4 # Number of nodes t <- 3 # Number of time steps q <- 2 # Number of contagions -# Define graph (n x n matrix) + +# ORIGINAL: Graph -> n x n +# attrs -> n x T +# cumadopt-> n x T +# ans -> n x T +# +# so (attrs * cumadopt) -> n x T +# (graph %*% (attrs * cumadopt)) -> n x T +# +# normalization: as.vector(ans/( graph %*% attrs + 1e-20 )) +# so (graph %*% attrs) -> n x T + graph <- matrix(c(0, 1, 0, 0, 1, 0, 1, 0, 0, 1, 0, 1, 0, 0, 1, 0), nrow = n, byrow = TRUE) -# Define attrs (n x t matrix) attrs <- matrix(c(1, 2, 3, 4, 5, 6, 7, 8, 9, 10,11,12), nrow = n) -#attrs <- array(c(1,2,3, -# 4,5,6, -# 7,8,9, -# 10,11,12, -# Second contagion -# 2,4,6, -# 8,10,12, -# 14,16,18, -# 20,22,24), dim = c(n,t,q)) - -# Define cumadopt (n x t x q array) + cumadopt <- array(c(1,2,3, 4,5,6, 7,8,9, 10,11,12), dim = c(n,t)) -cumadopt <- array(c(1,2,3, - 4,5,6, - 7,8,9, - 10,11,12, - # Second contagion - 2,4,6, - 8,10,12, - 14,16,18, - 20,22,24), dim = c(n,t,q)) +ans <- ( graph %*% (attrs * cumadopt) ) +dim(ans) # n x t -# ORIGINAL: Graph -> n x n -# attrs -> n x T -# cumadopt-> n x T -# ans -> 1 x n -# -# so (attrs * cumadopt) -> n x T -# (graph %*% (attrs * cumadopt)) -> n x T -# -# normalization: as.vector(ans/( graph %*% attrs + 1e-20 )) -# so (graph %*% attrs) -> n x T +ans_norm <- ans/( graph %*% attrs + 1e-20 ) +class(ans_norm) # "matrix" "array" +dim(ans_norm) # n x t + +ans_norm_vec <- as.vector(ans/( graph %*% attrs + 1e-20 )) +class(ans_norm_vec) # "numeric" +dim(ans_norm_vec) # NULL, only a vector o length 4x3=12 # NEW: Graph -> n x n # attrs -> n x T # cumadopt-> n x T x q -# ans -> q x n +# ans -> n x T x q # # so (graph %*% (attrs * cumadopt)) -> n x T x q # # normalization # so (graph %*% attrs) -> n x T + +cumadopt <- array(c(1,2,3, + 4,5,6, + 7,8,9, + 10,11,12, + # Second contagion + 2,4,6, + 8,10,12, + 14,16,18, + 20,22,24), dim = c(n,t,q)) + # ANS ans <- apply(cumadopt, MARGIN=3, function(ca) graph %*% (attrs * ca)) @@ -82,7 +83,6 @@ dim(ans) # OR THIS -#initializing array ans <- array(0, dim = c(n,t,q)) norm <- graph %*% attrs + 1e-20 @@ -97,17 +97,3 @@ for (k in seq_len(q)) { as.vector(ans, dim = c(n,t,q)) dim(ans) - - -## - -ans <- ( graph %*% (attrs * cumadopt) ) -dim(ans) # n x t - -ans_norm <- ans/( graph %*% attrs + 1e-20 ) -class(ans_norm) # "matrix" "array" -dim(ans_norm) # n x t - -ans_norm_vec <- as.vector(ans/( graph %*% attrs + 1e-20 )) -class(ans_norm_vec) # "numeric" -dim(ans_norm_vec) # NULL, only a vector o length 4x3=12 diff --git a/playground/out-discussion.R b/playground/out-discussion.R new file mode 100644 index 0000000..30958d1 --- /dev/null +++ b/playground/out-discussion.R @@ -0,0 +1,65 @@ +n <- 4 # Number of nodes +t <- 3 # Number of time steps + +# static graph +graph <- matrix(c(0, 1, 0, 0, + 1, 0, 1, 0, + 0, 1, 0, 1, + 0, 0, 1 ,0), nrow = n) + +cumadopt <- matrix(c(1, 0, 0, + 1, 1, 0, + 0, 1, 1, + 0, 0, 1), nrow = n) + +attrs <- matrix(c(10, 20, 30, + 40, 50, 60, + 70, 80, 90, + 100,110,120), nrow = n) + +# Toy model of .exposure +.exposure <- function(graph, cumadopt, attrs, + outgoing = TRUE, valued = TRUE, normalized = FALSE, self = FALSE) { + + ans <- ( graph %*% (attrs * cumadopt) ) + ans_norm <- ans/( graph %*% attrs + 1e-20 ) + return(as.vector(ans/ans_norm)) +} + +# for static graphs it returns `1L` +nslices <- function(graph) { + if ("matrix" %in% class(graph)) { + return(1L) + } else if ("list" %in% class(graph)) { + return(length(graph)) + } +} + +out <- matrix(nrow = nrow(cumadopt), ncol = ncol(cumadopt)) + +lags <- 0 + +if (lags >= 0L) { + for (i in 1:(nslices(graph) - lags)) { + out[, i + lags] <- .exposure(graph, + cumadopt[, i, drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } +} else { + for (i in (1 - lags):nslices(graph)) { + out[, i + lags] <- .exposure(graph[[i]], + cumadopt[, i], + attrs[, i], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } +} + +# View the result of 'out' +print(out) From ef83eb26b51b2e00e1e9cafc0d655b95699e6c41 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Fri, 1 Nov 2024 16:25:33 -0600 Subject: [PATCH 06/56] More dimensional analysis. Changes to avoid ambiguous names --- R/stats.R | 25 +++++++++++-- playground/ans-discussion.R | 16 ++++++--- playground/out-discussion.R | 71 +++++++++++++++++++++++++------------ 3 files changed, 82 insertions(+), 30 deletions(-) diff --git a/R/stats.R b/R/stats.R index af68f02..0d4d2b6 100644 --- a/R/stats.R +++ b/R/stats.R @@ -479,7 +479,28 @@ NULL ans <- ( graph %*% (attrs * cumadopt) ) if (normalized) as.vector(ans/( graph %*% attrs + 1e-20 )) - else as.vector(ans) + + #if (normalized) { + # norm <- graph %*% attrs + 1e-20 + # ans <- apply(cumadopt, MARGIN=3, function(ca) graph %*% (attrs * ca) / norm ) + # as.vector(ans) + #} else { + # ans <- apply(cumadopt, MARGIN=3, function(ca) graph %*% (attrs * ca)) + # as.vector(ans) + #} + + #ans <- array(0, dim = c(ncol(graph),dim(cumadopt)[2],dim(cumadopt)[3])) + #norm <- graph %*% attrs + 1e-20 + + #for (k in seq_len(dim(cumadopt)[3])) { + # if (normalized) { + # ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) / norm + # } else { + # ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) + # } + #} + + as.vector(ans) } # library(microbenchmark) @@ -637,7 +658,7 @@ exposure_for <- function( lags ) { - out <- matrix(nrow = nrow(cumadopt), ncol = ncol(cumadopt)) + out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) if (lags >= 0L) { for (i in 1:(nslices(graph) - lags)) diff --git a/playground/ans-discussion.R b/playground/ans-discussion.R index 010be56..4aa581d 100644 --- a/playground/ans-discussion.R +++ b/playground/ans-discussion.R @@ -83,17 +83,23 @@ dim(ans) # OR THIS -ans <- array(0, dim = c(n,t,q)) + + +ans <- array(0, dim = c(ncol(graph),dim(cumadopt)[2],dim(cumadopt)[3])) norm <- graph %*% attrs + 1e-20 normalized <- TRUE -#loop for q contagions for (k in seq_len(q)) { - if (normalized) ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) / norm - else ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) + if (normalized) { + ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) / norm + } else { + ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) + } } -as.vector(ans, dim = c(n,t,q)) +as.vector(ans) + +ans dim(ans) diff --git a/playground/out-discussion.R b/playground/out-discussion.R index 30958d1..75869fc 100644 --- a/playground/out-discussion.R +++ b/playground/out-discussion.R @@ -1,16 +1,36 @@ n <- 4 # Number of nodes t <- 3 # Number of time steps +q <- 2 # pathogens # static graph -graph <- matrix(c(0, 1, 0, 0, - 1, 0, 1, 0, - 0, 1, 0, 1, - 0, 0, 1 ,0), nrow = n) +# Define a collection of graphs as a single array (n x n x nslices) +graph_slice_test <- array(c( + # First time slice (graph1) + c(0, 1, 0, 0, + 1, 0, 1, 0, + 0, 1, 0, 1, + 0, 0, 1, 0), + # Second time slice (graph2) + c(0, 1, 1, 0, + 1, 0, 0, 1, + 1, 0, 0 ,1, + 0 ,1 ,1 ,0), + # Third time slice (graph3) + c(0 ,0 ,1 ,1, + 0 ,0 ,1 ,1, + 1 ,1 ,0 ,0, + 1 ,1 ,0 ,0)), + dim = c(n,n ,t)) -cumadopt <- matrix(c(1, 0, 0, - 1, 1, 0, - 0, 1, 1, - 0, 0, 1), nrow = n) +cumadopt <- array(c(1,2,3, + 4,5,6, + 7,8,9, + 10,11,12, + # Second contagion + 2,4,6, + 8,10,12, + 14,16,18, + 20,22,24), dim = c(n,t,q)) attrs <- matrix(c(10, 20, 30, 40, 50, 60, @@ -18,31 +38,35 @@ attrs <- matrix(c(10, 20, 30, 100,110,120), nrow = n) # Toy model of .exposure -.exposure <- function(graph, cumadopt, attrs, +.exposure <- function(graph_slice, cumadopt_slice, attrs_slice, outgoing = TRUE, valued = TRUE, normalized = FALSE, self = FALSE) { - ans <- ( graph %*% (attrs * cumadopt) ) - ans_norm <- ans/( graph %*% attrs + 1e-20 ) - return(as.vector(ans/ans_norm)) -} + ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[2],dim(cumadopt)[3])) + norm <- graph_slice %*% attrs_slice + 1e-20 -# for static graphs it returns `1L` -nslices <- function(graph) { - if ("matrix" %in% class(graph)) { - return(1L) - } else if ("list" %in% class(graph)) { - return(length(graph)) + for (k in seq_len(q)) { + if (normalized) { + ans[,,k] <- graph_slice %*% (attrs_slice * cumadopt_slice[,,k]) / norm + } else { + ans[,,k] <- graph_slice %*% (attrs_slice * cumadopt_slice[,,k]) + } } + + as.vector(ans) } -out <- matrix(nrow = nrow(cumadopt), ncol = ncol(cumadopt)) +# for static graphs it returns `1L` +# nslices --> from diffnet-methods + +out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) lags <- 0 if (lags >= 0L) { for (i in 1:(nslices(graph) - lags)) { - out[, i + lags] <- .exposure(graph, - cumadopt[, i, drop = FALSE], + out[, i + lags] <- .exposure(graph[[i]], + cumadopt[, i, , drop = FALSE], + #cumadopt[, i, ], attrs[, i, drop = FALSE], outgoing = TRUE, valued = TRUE, @@ -52,7 +76,8 @@ if (lags >= 0L) { } else { for (i in (1 - lags):nslices(graph)) { out[, i + lags] <- .exposure(graph[[i]], - cumadopt[, i], + cumadopt[, i, , drop = FALSE], + #cumadopt[, i, ], attrs[, i], outgoing = TRUE, valued = TRUE, From 8a8282c3ef61b0c08668c26db746c890ac568e95 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Fri, 1 Nov 2024 16:36:42 -0600 Subject: [PATCH 07/56] stats.R fixed --- R/stats.R | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/R/stats.R b/R/stats.R index 0d4d2b6..11941a1 100644 --- a/R/stats.R +++ b/R/stats.R @@ -476,10 +476,6 @@ NULL # Checking self if (!self) graph <- sp_diag(graph, rep(0, nnodes(graph))) - ans <- ( graph %*% (attrs * cumadopt) ) - - if (normalized) as.vector(ans/( graph %*% attrs + 1e-20 )) - #if (normalized) { # norm <- graph %*% attrs + 1e-20 # ans <- apply(cumadopt, MARGIN=3, function(ca) graph %*% (attrs * ca) / norm ) @@ -500,7 +496,13 @@ NULL # } #} - as.vector(ans) + ans <- ( graph %*% (attrs * cumadopt) ) + + if (normalized) { + as.vector(ans/( graph %*% attrs + 1e-20 )) + } else { + as.vector(ans) + } } # library(microbenchmark) @@ -658,7 +660,7 @@ exposure_for <- function( lags ) { - out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) + out <- matrix(nrow = nrow(cumadopt), ncol = ncol(cumadopt)) if (lags >= 0L) { for (i in 1:(nslices(graph) - lags)) From bd5c92f67a007c198d623aaaeae053d641c665d1 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Fri, 1 Nov 2024 17:02:48 -0600 Subject: [PATCH 08/56] out object (in exposure_for() function) now allows q diff processes --- playground/out-discussion.R | 34 ++++++++++++++++++++-------------- 1 file changed, 20 insertions(+), 14 deletions(-) diff --git a/playground/out-discussion.R b/playground/out-discussion.R index 75869fc..61eea43 100644 --- a/playground/out-discussion.R +++ b/playground/out-discussion.R @@ -2,9 +2,13 @@ n <- 4 # Number of nodes t <- 3 # Number of time steps q <- 2 # pathogens -# static graph -# Define a collection of graphs as a single array (n x n x nslices) -graph_slice_test <- array(c( +# NEW: Graph -> n x n +# attrs -> n x T +# cumadopt-> n x T x q +# ans -> n x T +# out -> n x q x T + +graph <- array(c( # First time slice (graph1) c(0, 1, 0, 0, 1, 0, 1, 0, @@ -41,30 +45,32 @@ attrs <- matrix(c(10, 20, 30, .exposure <- function(graph_slice, cumadopt_slice, attrs_slice, outgoing = TRUE, valued = TRUE, normalized = FALSE, self = FALSE) { - ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[2],dim(cumadopt)[3])) + #ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[2],dim(cumadopt)[3])) + ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[3])) norm <- graph_slice %*% attrs_slice + 1e-20 - for (k in seq_len(q)) { + for (k in 1:dim(cumadopt)[3]) { if (normalized) { - ans[,,k] <- graph_slice %*% (attrs_slice * cumadopt_slice[,,k]) / norm + ans[,k] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k]) / norm) } else { - ans[,,k] <- graph_slice %*% (attrs_slice * cumadopt_slice[,,k]) + ans[,k] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k])) } } - as.vector(ans) + #as.vector(ans) + return(ans) } # for static graphs it returns `1L` # nslices --> from diffnet-methods -out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) +out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[3], dim(cumadopt)[2])) lags <- 0 if (lags >= 0L) { for (i in 1:(nslices(graph) - lags)) { - out[, i + lags] <- .exposure(graph[[i]], + out[, , i + lags] <- .exposure(graph[[i]], cumadopt[, i, , drop = FALSE], #cumadopt[, i, ], attrs[, i, drop = FALSE], @@ -75,10 +81,10 @@ if (lags >= 0L) { } } else { for (i in (1 - lags):nslices(graph)) { - out[, i + lags] <- .exposure(graph[[i]], + out[, , i + lags] <- .exposure(graph[[i]], cumadopt[, i, , drop = FALSE], #cumadopt[, i, ], - attrs[, i], + attrs[, i, drop = FALSE], outgoing = TRUE, valued = TRUE, normalized = FALSE, @@ -86,5 +92,5 @@ if (lags >= 0L) { } } -# View the result of 'out' -print(out) + +# out it's working perfectly !! From 8f3314ec4e867d9e6e15cb215149b85359fc8a74 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Fri, 1 Nov 2024 18:31:42 -0600 Subject: [PATCH 09/56] Working forms of .exposure, exposure_for, and exposure.list --- R/stats.R | 76 ++++--- ...discussion.R => exposure-ans-discussion.R} | 0 playground/exposure-out-discussion.R | 201 ++++++++++++++++++ playground/out-discussion.R | 96 --------- 4 files changed, 249 insertions(+), 124 deletions(-) rename playground/{ans-discussion.R => exposure-ans-discussion.R} (100%) create mode 100644 playground/exposure-out-discussion.R delete mode 100644 playground/out-discussion.R diff --git a/R/stats.R b/R/stats.R index 11941a1..eef4155 100644 --- a/R/stats.R +++ b/R/stats.R @@ -476,33 +476,26 @@ NULL # Checking self if (!self) graph <- sp_diag(graph, rep(0, nnodes(graph))) + #ans <- ( graph %*% (attrs * cumadopt) ) + # #if (normalized) { - # norm <- graph %*% attrs + 1e-20 - # ans <- apply(cumadopt, MARGIN=3, function(ca) graph %*% (attrs * ca) / norm ) - # as.vector(ans) + # as.vector(ans/( graph %*% attrs + 1e-20 )) #} else { - # ans <- apply(cumadopt, MARGIN=3, function(ca) graph %*% (attrs * ca)) # as.vector(ans) #} + # + ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[3])) + norm <- graph_slice %*% attrs_slice + 1e-20 - #ans <- array(0, dim = c(ncol(graph),dim(cumadopt)[2],dim(cumadopt)[3])) - #norm <- graph %*% attrs + 1e-20 - - #for (k in seq_len(dim(cumadopt)[3])) { - # if (normalized) { - # ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) / norm - # } else { - # ans[,,k] <- graph %*% (attrs * cumadopt[,,k]) - # } - #} - - ans <- ( graph %*% (attrs * cumadopt) ) - - if (normalized) { - as.vector(ans/( graph %*% attrs + 1e-20 )) - } else { - as.vector(ans) + for (k in 1:dim(cumadopt)[3]) { + if (normalized) { + ans[,k] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k]) / norm) + } else { + ans[,k] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k])) + } } + + return(ans) } # library(microbenchmark) @@ -660,17 +653,44 @@ exposure_for <- function( lags ) { - out <- matrix(nrow = nrow(cumadopt), ncol = ncol(cumadopt)) + #out <- matrix(nrow = nrow(cumadopt), ncol = ncol(cumadopt)) + + #if (lags >= 0L) { + # for (i in 1:(nslices(graph) - lags)) + # out[,i+lags]<- .exposure(graph[[i]], cumadopt[,i,drop=FALSE], attrs[,i,drop=FALSE], + # outgoing, valued, normalized, self) + #} else { + # for (i in (1-lags):nslices(graph)) + # out[,i+lags]<- .exposure(graph[[i]], cumadopt[,i,drop=FALSE], attrs[,i,drop=FALSE], + # outgoing, valued, normalized, self) + #} + + out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) if (lags >= 0L) { - for (i in 1:(nslices(graph) - lags)) - out[,i+lags]<- .exposure(graph[[i]], cumadopt[,i,drop=FALSE], attrs[,i,drop=FALSE], - outgoing, valued, normalized, self) + for (i in 1:(nslices(graph) - lags)) { + out[, i + lags, ] <- .exposure(graph[[i]], + cumadopt[, i, , drop = FALSE], + #cumadopt[, i, ], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } } else { - for (i in (1-lags):nslices(graph)) - out[,i+lags]<- .exposure(graph[[i]], cumadopt[,i,drop=FALSE], attrs[,i,drop=FALSE], - outgoing, valued, normalized, self) + for (i in (1 - lags):nslices(graph)) { + out[, i + lags, ] <- .exposure(graph[[i]], + cumadopt[, i, , drop = FALSE], + #cumadopt[, i, ], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } } + return(out) } diff --git a/playground/ans-discussion.R b/playground/exposure-ans-discussion.R similarity index 100% rename from playground/ans-discussion.R rename to playground/exposure-ans-discussion.R diff --git a/playground/exposure-out-discussion.R b/playground/exposure-out-discussion.R new file mode 100644 index 0000000..d9d558f --- /dev/null +++ b/playground/exposure-out-discussion.R @@ -0,0 +1,201 @@ +n <- 4 # Number of nodes +t <- 3 # Number of time steps +q <- 2 # pathogens + +# NEW: Graph -> n x n +# attrs -> n x T +# cumadopt-> n x T x q +# ans -> n x T +# out -> n x q x T + +graph_array <- array(c( + # First time slice (graph1) + c(0, 1, 0, 0, + 1, 0, 1, 0, + 0, 1, 0, 1, + 0, 0, 1, 0), + # Second time slice (graph2) + c(0, 1, 1, 0, + 1, 0, 0, 1, + 1, 0, 0 ,1, + 0 ,1 ,1 ,0), + # Third time slice (graph3) + c(0 ,0 ,1 ,1, + 0 ,0 ,1 ,1, + 1 ,1 ,0 ,0, + 1 ,1 ,0 ,0)), + dim = c(n,n ,t)) + +graph <- as_spmat(graph_array) + +cumadopt <- array(c(1,2,3, + 4,5,6, + 7,8,9, + 10,11,12, + # Second contagion + 2,4,6, + 8,10,12, + 14,16,18, + 20,22,24), dim = c(n,t,q)) + +attrs <- matrix(c(10, 20, 30, + 40, 50, 60, + 70, 80, 90, + 100,110,120), nrow = n) + +# Toy model of .exposure + +.exposure <- function(graph_slice, cumadopt_slice, attrs_slice, + outgoing = TRUE, valued = TRUE, normalized = FALSE, self = FALSE) { + + norm <- graph_slice %*% attrs_slice + 1e-20 + + if (!is.na(dim(cumadopt)[3])) { + ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[3])) + + for (q in 1:dim(cumadopt)[3]) { + if (normalized) { + ans[,q] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k]) / norm) + } else { + ans[,q] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k])) + } + } + } else { + ans <- graph_slice %*% (attrs_slice * cumadopt_slice) + + if (normalized) { + ans <- ans/ norm + } + } + + #as.vector(ans) + return(as.vector(ans)) +} + +# for static graphs it returns `1L` +# nslices --> from diffnet-methods + +lags = 0 + +if (!is.na(dim(cumadopt)[3])) { + out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) + + if (lags >= 0L) { + for (i in 1:(nslices(graph) - lags)) { + out[, i + lags, ] <- .exposure(graph[[i]], + cumadopt[, i, , drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } + } else { + for (i in (1 - lags):nslices(graph)) { + out[, i + lags, ] <- .exposure(graph[[i]], + cumadopt[, i, , drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } + } +} else { + out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2])) + + if (lags >= 0L) { + for (i in 1:(nslices(graph) - lags)) { + out[, i + lags] <- .exposure(graph[[i]], + cumadopt[, i, drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } + } else { + for (i in (1 - lags):nslices(graph)) { + out[, i + lags] <- .exposure(graph[[i]], + cumadopt[, i, drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } + } +} + +# out it's working perfectly for multiple diff processes!! +# +# -- +# +# -- +# +# Now what if there's only one diff process: + +# 1 pathogen ONLY + +cumadopt <- array(c(1,2,3, + 4,5,6, + 7,8,9, + 10,11,12 + ), dim = c(n,t)) + +attrs <- matrix(c(10, 20, 30, + 40, 50, 60, + 70, 80, 90, + 100,110,120), nrow = n) + +if (!is.na(dim(cumadopt)[3])) { + out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) + + if (lags >= 0L) { + for (i in 1:(nslices(graph) - lags)) { + out[, i + lags, ] <- .exposure(graph[[i]], + cumadopt[, i, , drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } + } else { + for (i in (1 - lags):nslices(graph)) { + out[, i + lags, ] <- .exposure(graph[[i]], + cumadopt[, i, , drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } + } +} else { + out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2])) + + if (lags >= 0L) { + for (i in 1:(nslices(graph) - lags)) { + out[, i + lags] <- .exposure(graph[[i]], + cumadopt[, i, drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } + } else { + for (i in (1 - lags):nslices(graph)) { + out[, i + lags] <- .exposure(graph[[i]], + cumadopt[, i, drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } + } +} + +# Works well.. diff --git a/playground/out-discussion.R b/playground/out-discussion.R deleted file mode 100644 index 61eea43..0000000 --- a/playground/out-discussion.R +++ /dev/null @@ -1,96 +0,0 @@ -n <- 4 # Number of nodes -t <- 3 # Number of time steps -q <- 2 # pathogens - -# NEW: Graph -> n x n -# attrs -> n x T -# cumadopt-> n x T x q -# ans -> n x T -# out -> n x q x T - -graph <- array(c( - # First time slice (graph1) - c(0, 1, 0, 0, - 1, 0, 1, 0, - 0, 1, 0, 1, - 0, 0, 1, 0), - # Second time slice (graph2) - c(0, 1, 1, 0, - 1, 0, 0, 1, - 1, 0, 0 ,1, - 0 ,1 ,1 ,0), - # Third time slice (graph3) - c(0 ,0 ,1 ,1, - 0 ,0 ,1 ,1, - 1 ,1 ,0 ,0, - 1 ,1 ,0 ,0)), - dim = c(n,n ,t)) - -cumadopt <- array(c(1,2,3, - 4,5,6, - 7,8,9, - 10,11,12, - # Second contagion - 2,4,6, - 8,10,12, - 14,16,18, - 20,22,24), dim = c(n,t,q)) - -attrs <- matrix(c(10, 20, 30, - 40, 50, 60, - 70, 80, 90, - 100,110,120), nrow = n) - -# Toy model of .exposure -.exposure <- function(graph_slice, cumadopt_slice, attrs_slice, - outgoing = TRUE, valued = TRUE, normalized = FALSE, self = FALSE) { - - #ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[2],dim(cumadopt)[3])) - ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[3])) - norm <- graph_slice %*% attrs_slice + 1e-20 - - for (k in 1:dim(cumadopt)[3]) { - if (normalized) { - ans[,k] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k]) / norm) - } else { - ans[,k] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k])) - } - } - - #as.vector(ans) - return(ans) -} - -# for static graphs it returns `1L` -# nslices --> from diffnet-methods - -out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[3], dim(cumadopt)[2])) - -lags <- 0 - -if (lags >= 0L) { - for (i in 1:(nslices(graph) - lags)) { - out[, , i + lags] <- .exposure(graph[[i]], - cumadopt[, i, , drop = FALSE], - #cumadopt[, i, ], - attrs[, i, drop = FALSE], - outgoing = TRUE, - valued = TRUE, - normalized = FALSE, - self = FALSE) - } -} else { - for (i in (1 - lags):nslices(graph)) { - out[, , i + lags] <- .exposure(graph[[i]], - cumadopt[, i, , drop = FALSE], - #cumadopt[, i, ], - attrs[, i, drop = FALSE], - outgoing = TRUE, - valued = TRUE, - normalized = FALSE, - self = FALSE) - } -} - - -# out it's working perfectly !! From b7f689aeb68935967c4feecf6cdb6a123b9d997d Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Mon, 4 Nov 2024 10:11:30 -0700 Subject: [PATCH 10/56] updates for .exposure and exposure.list functions --- R/stats.R | 71 +++++++++++++++++++++------- playground/exposure-out-discussion.R | 60 ++++++++++++----------- 2 files changed, 86 insertions(+), 45 deletions(-) diff --git a/R/stats.R b/R/stats.R index eef4155..89731ab 100644 --- a/R/stats.R +++ b/R/stats.R @@ -484,18 +484,29 @@ NULL # as.vector(ans) #} # - ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[3])) + norm <- graph_slice %*% attrs_slice + 1e-20 - for (k in 1:dim(cumadopt)[3]) { + if (!is.na(dim(cumadopt)[3])) { + ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[3])) + + for (q in 1:dim(cumadopt)[3]) { + if (normalized) { + ans[,q] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,q]) / norm) + } else { + ans[,q] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,q])) + } + } + } else { + ans <- graph_slice %*% (attrs_slice * cumadopt_slice) + if (normalized) { - ans[,k] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k]) / norm) - } else { - ans[,k] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k])) + ans <- ans/ norm } } - return(ans) + #as.vector(ans) + return(as.vector(ans)) } # library(microbenchmark) @@ -665,29 +676,53 @@ exposure_for <- function( # outgoing, valued, normalized, self) #} - out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) + if (!is.na(dim(cumadopt)[3])) { + out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) + + if (lags >= 0L) { + for (i in 1:(nslices(graph) - lags)) { + out[, i + lags, ] <- .exposure(graph[[i]], + cumadopt[, i, , drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } + } else { + for (i in (1 - lags):nslices(graph)) { + out[, i + lags, ] <- .exposure(graph[[i]], + cumadopt[, i, , drop = FALSE], + attrs[, i, drop = FALSE], + outgoing = TRUE, + valued = TRUE, + normalized = FALSE, + self = FALSE) + } + } + } else { + out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2])) - if (lags >= 0L) { - for (i in 1:(nslices(graph) - lags)) { - out[, i + lags, ] <- .exposure(graph[[i]], - cumadopt[, i, , drop = FALSE], - #cumadopt[, i, ], + if (lags >= 0L) { + for (i in 1:(nslices(graph) - lags)) { + out[, i + lags] <- .exposure(graph[[i]], + cumadopt[, i, drop = FALSE], attrs[, i, drop = FALSE], outgoing = TRUE, valued = TRUE, normalized = FALSE, self = FALSE) - } - } else { - for (i in (1 - lags):nslices(graph)) { - out[, i + lags, ] <- .exposure(graph[[i]], - cumadopt[, i, , drop = FALSE], - #cumadopt[, i, ], + } + } else { + for (i in (1 - lags):nslices(graph)) { + out[, i + lags] <- .exposure(graph[[i]], + cumadopt[, i, drop = FALSE], attrs[, i, drop = FALSE], outgoing = TRUE, valued = TRUE, normalized = FALSE, self = FALSE) + } } } diff --git a/playground/exposure-out-discussion.R b/playground/exposure-out-discussion.R index d9d558f..eeb658e 100644 --- a/playground/exposure-out-discussion.R +++ b/playground/exposure-out-discussion.R @@ -28,23 +28,36 @@ graph_array <- array(c( graph <- as_spmat(graph_array) -cumadopt <- array(c(1,2,3, - 4,5,6, - 7,8,9, - 10,11,12, - # Second contagion - 2,4,6, - 8,10,12, - 14,16,18, - 20,22,24), dim = c(n,t,q)) - -attrs <- matrix(c(10, 20, 30, - 40, 50, 60, - 70, 80, 90, - 100,110,120), nrow = n) +# one +cumadopt_one <- matrix(c( + 0, 1, 1, + 1, 1, 1, + 0, 0, 1, + 0, 0, 0 +), nrow = n, byrow = TRUE) + +#two +cumadopt_two <- array(0, dim = c(n, t, q)) + +cumadopt_two[,,1] <- matrix(c( + 0, 1, 1, + 1, 1, 1, + 0, 0, 1, + 0, 0, 0 +), nrow = n, byrow = TRUE) + +cumadopt_two[,,2] <- matrix(c( + 0, 1, 1, + 0, 1, 1, + 0, 0, 1, + 0, 0, 1 +), nrow = n, byrow = TRUE) + +# attributes between [0-1] +attrs <- matrix(runif(n * t), nrow = n) -# Toy model of .exposure +# Toy model of .exposure .exposure <- function(graph_slice, cumadopt_slice, attrs_slice, outgoing = TRUE, valued = TRUE, normalized = FALSE, self = FALSE) { @@ -55,9 +68,9 @@ attrs <- matrix(c(10, 20, 30, for (q in 1:dim(cumadopt)[3]) { if (normalized) { - ans[,q] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k]) / norm) + ans[,q] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,q]) / norm) } else { - ans[,q] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,k])) + ans[,q] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,q])) } } } else { @@ -77,6 +90,8 @@ attrs <- matrix(c(10, 20, 30, lags = 0 +cumadopt <- cumadopt_two + if (!is.na(dim(cumadopt)[3])) { out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) @@ -137,16 +152,7 @@ if (!is.na(dim(cumadopt)[3])) { # 1 pathogen ONLY -cumadopt <- array(c(1,2,3, - 4,5,6, - 7,8,9, - 10,11,12 - ), dim = c(n,t)) - -attrs <- matrix(c(10, 20, 30, - 40, 50, 60, - 70, 80, 90, - 100,110,120), nrow = n) +cumadopt <- cumadopt_one if (!is.na(dim(cumadopt)[3])) { out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) From 6ffdba5459ffaf10530bba38db50c38839401bd7 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Mon, 4 Nov 2024 10:29:54 -0700 Subject: [PATCH 11/56] correcting labels of variables --- R/stats.R | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/R/stats.R b/R/stats.R index 89731ab..ab1a481 100644 --- a/R/stats.R +++ b/R/stats.R @@ -485,20 +485,20 @@ NULL #} # - norm <- graph_slice %*% attrs_slice + 1e-20 + norm <- graph %*% attrs + 1e-20 if (!is.na(dim(cumadopt)[3])) { ans <- array(0, dim = c(dim(cumadopt)[1],dim(cumadopt)[3])) for (q in 1:dim(cumadopt)[3]) { if (normalized) { - ans[,q] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,q]) / norm) + ans[,q] <- as.vector(graph %*% (attrs * cumadopt[,,q]) / norm) } else { - ans[,q] <- as.vector(graph_slice %*% (attrs_slice * cumadopt_slice[,,q])) + ans[,q] <- as.vector(graph_slice %*% (attrs * cumadopt[,,q])) } } } else { - ans <- graph_slice %*% (attrs_slice * cumadopt_slice) + ans <- graph %*% (attrs * cumadopt) if (normalized) { ans <- ans/ norm From d4720e0bb0678db044c472c82fc01136b38a6a40 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Mon, 4 Nov 2024 11:58:40 -0700 Subject: [PATCH 12/56] Fixing tests of diffnet --- R/diffnet-class.r | 1 + R/stats.R | 32 ++++++++++++++-------------- playground/exposure-out-discussion.R | 2 +- tests/testthat/test-stats.R | 2 +- 4 files changed, 19 insertions(+), 18 deletions(-) diff --git a/R/diffnet-class.r b/R/diffnet-class.r index 740ccdc..73f5041 100644 --- a/R/diffnet-class.r +++ b/R/diffnet-class.r @@ -631,6 +631,7 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm as.character(name))) meta$behavior <- ifelse(!length(behavior), "", ifelse(is.na(behavior), "", as.character(behavior))) + meta$version <- 5 # Removing dimnames graph <- Map(function(x) Matrix::unname(x), x=graph) diff --git a/R/stats.R b/R/stats.R index ab1a481..c53e314 100644 --- a/R/stats.R +++ b/R/stats.R @@ -684,20 +684,20 @@ exposure_for <- function( out[, i + lags, ] <- .exposure(graph[[i]], cumadopt[, i, , drop = FALSE], attrs[, i, drop = FALSE], - outgoing = TRUE, - valued = TRUE, - normalized = FALSE, - self = FALSE) + outgoing = outgoing, + valued = valued, + normalized = normalized, + self = self) } } else { for (i in (1 - lags):nslices(graph)) { out[, i + lags, ] <- .exposure(graph[[i]], cumadopt[, i, , drop = FALSE], attrs[, i, drop = FALSE], - outgoing = TRUE, - valued = TRUE, - normalized = FALSE, - self = FALSE) + outgoing = outgoing, + valued = valued, + normalized = normalized, + self = self) } } } else { @@ -708,20 +708,20 @@ exposure_for <- function( out[, i + lags] <- .exposure(graph[[i]], cumadopt[, i, drop = FALSE], attrs[, i, drop = FALSE], - outgoing = TRUE, - valued = TRUE, - normalized = FALSE, - self = FALSE) + outgoing = outgoing, + valued = valued, + normalized = normalized, + self = self) } } else { for (i in (1 - lags):nslices(graph)) { out[, i + lags] <- .exposure(graph[[i]], cumadopt[, i, drop = FALSE], attrs[, i, drop = FALSE], - outgoing = TRUE, - valued = TRUE, - normalized = FALSE, - self = FALSE) + outgoing = outgoing, + valued = valued, + normalized = normalized, + self = self) } } } diff --git a/playground/exposure-out-discussion.R b/playground/exposure-out-discussion.R index eeb658e..9dbc851 100644 --- a/playground/exposure-out-discussion.R +++ b/playground/exposure-out-discussion.R @@ -6,7 +6,7 @@ q <- 2 # pathogens # attrs -> n x T # cumadopt-> n x T x q # ans -> n x T -# out -> n x q x T +# out -> n x T x q graph_array <- array(c( # First time slice (graph1) diff --git a/tests/testthat/test-stats.R b/tests/testthat/test-stats.R index 939836d..27676f6 100644 --- a/tests/testthat/test-stats.R +++ b/tests/testthat/test-stats.R @@ -3,7 +3,7 @@ context("Stats functions (including exposure)") test_that("exposure calculations", { # Generating data set.seed(999) - diffnet <- rdiffnet(40,5, seed.p.adopt = .1) + diffnet <- rdiffnet(40, 5, seed.p.adopt = .1) # Default ans0 <- exposure(diffnet) From bcabadbfb71957e079b63058a74dc5a0e19e0cc6 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Tue, 5 Nov 2024 14:09:24 -0700 Subject: [PATCH 13/56] changes to exposure.list() to allow arrays of cumadopt. Add multidiff-test-discussion too. --- R/stats.R | 17 +++- playground/multidiff-test-discussion.R | 131 +++++++++++++++++++++++++ 2 files changed, 144 insertions(+), 4 deletions(-) create mode 100644 playground/multidiff-test-discussion.R diff --git a/R/stats.R b/R/stats.R index c53e314..4aa2d98 100644 --- a/R/stats.R +++ b/R/stats.R @@ -638,10 +638,19 @@ exposure.list <- function( # attrs can be either # degree, indegree, outdegree, or a user defined vector. # by default is user equal to 1 - da <- dim(attrs) - if (!length(da)) stop("-attrs- must be a matrix of size n by T.") - if (any(da != dim(cumadopt))) stop("Incorrect size for -attrs-. ", - "It must be of size that -cumadopt-.") + + dim_attrs <- dim(attrs) # default n x T matrix of 1's + if (!length(dim_attrs)) stop("-attrs- must be a matrix of size n by T.") + + if (!is.na(dim(cumadopt)[3])) { + attrs <- array(rep(attrs, q), dim = c(dim_attrs, dim(cumadopt)[3])) + dim_attrs <- dim(attrs) # now n x T x q array of 1's, q behaviors + if (any(dim_attrs != dim(cumadopt))) stop("Incorrect size for -attrs-. ", + "Does not match n dim or t dim.") + } else { + if (any(dim_attrs != dim(cumadopt))) stop("Incorrect size for -attrs-. ", + "It must be of size that -cumadopt-.") + } add_dimnames.mat(cumadopt) diff --git a/playground/multidiff-test-discussion.R b/playground/multidiff-test-discussion.R new file mode 100644 index 0000000..ba38830 --- /dev/null +++ b/playground/multidiff-test-discussion.R @@ -0,0 +1,131 @@ + +test_that("multidiffusion exposure calculations", { + # Generating data + diffnet <- rdiffnet(40,5, seed.p.adopt = .1) + + #data(medInnovationsDiffNet) + #exposure(medInnovationsDiffNet) + + # two spreads + cumadopt_2 <- medInnovationsDiffNet$cumadopt + cumadopt_2 <- array(c(cumadopt_2,cumadopt_2[rev(1:nrow(cumadopt_2)),]), dim=c(dim(cumadopt_2), 2)) + + # Default + #ans0 <- exposure(medInnovationsDiffNet)#exposure(diffnet) + ans1 <- as.matrix(do.call(cbind,lapply(medInnovationsDiffNet$meta$pers, function(x) { + s <- medInnovationsDiffNet$graph[[x]] + for (q in 1:dim(cumadopt)[3]) { + ( s %*% cumadopt_2[,x,q,drop=FALSE])/(1e-15+Matrix::rowSums(s)) + } + }))) + + exposure(medInnovationsDiffNet$graph, medInnovationsDiffNet$cumadopt) + + ans2 <- exposure(medInnovationsDiffNet$graph, cumadopt = cumadopt_2) + #ans3 <- exposure(as.array(medInnovationsDiffNet), cumadopt = cumadopt_2) + + expect_equivalent(ans0, ans1) + expect_equivalent(ans0, ans2) + expect_equivalent(ans0, ans3) + + # With an attribute + X <- matrix(diffnet[["real_threshold"]], ncol=5, nrow=40, byrow = FALSE) + ans0 <- exposure(diffnet, attrs=X) + ans1 <- exposure(diffnet, attrs="real_threshold") + expect_equivalent(ans0, ans1) + + expect_error(exposure(diffnet$graph, attrs="real_threshold"),"is only valid for") + + # Struct Equiv + se <- struct_equiv(diffnet) + se <- lapply(se, function(x) { + ans <- methods::as(x$SE, "dgCMatrix") + ans@x <- 1/(ans@x + 1e-20) + ans + }) + exp_1_diffnet <- exposure(diffnet, alt.graph = se, valued=TRUE) + se2 <- vector("list", length(se)) + exp_1_manual <- as.matrix(do.call(cbind,lapply(diffnet$meta$pers, function(x) { + s <- methods::as(struct_equiv(diffnet$graph[[x]])$SE, "dgCMatrix") + s@x <- 1/(s@x + 1e-20) + se2[[x]] <<- s + ( s %*% diffnet$cumadopt[,x,drop=FALSE])/(Matrix::rowSums(s) +1e-20) + }))) + + expect_equivalent(unname(exp_1_diffnet), unname(exp_1_manual)) + + # Lagged exposure + ans0 <- exposure(diffnet) + ans1 <- exposure(diffnet, lags = 1) + ans2 <- exposure(diffnet, lags = 2) + ans3 <- exposure(diffnet, lags = -1) + + expect_equivalent(ans0[,-5], ans1[,-1]) + expect_equivalent(ans0[,-(4:5)], ans2[,-(1:2)]) + expect_equivalent(ans0[,-1], ans3[,-5]) + + expect_error(exposure(diffnet, lags=5), "cannot be greater") + expect_error(exposure(diffnet, lags=NA)) + expect_error(exposure(diffnet, lags=c(1:2))) + +}) + +test_that("multidiffusion exposure calculations", { + # Generating data + set.seed(999) + diffnet <- rdiffnet(40,5, seed.p.adopt = .1) + + # Default + ans0 <- exposure(diffnet) + ans1 <- as.matrix(do.call(cbind,lapply(diffnet$meta$pers, function(x) { + s <- diffnet$graph[[x]] + ( s %*% diffnet$cumadopt[,x,drop=FALSE])/(1e-15+Matrix::rowSums(s)) + }))) + ans2 <- exposure(diffnet$graph, cumadopt = diffnet$cumadopt) + ans3 <- exposure(as.array(diffnet), cumadopt = diffnet$cumadopt) + + expect_equivalent(ans0, ans1) + expect_equivalent(ans0, ans2) + expect_equivalent(ans0, ans3) + + # With an attribute + X <- matrix(diffnet[["real_threshold"]], ncol=5, nrow=40, byrow = FALSE) + ans0 <- exposure(diffnet, attrs=X) + ans1 <- exposure(diffnet, attrs="real_threshold") + expect_equivalent(ans0, ans1) + + expect_error(exposure(diffnet$graph, attrs="real_threshold"),"is only valid for") + + # Struct Equiv + se <- struct_equiv(diffnet) + se <- lapply(se, function(x) { + ans <- methods::as(x$SE, "dgCMatrix") + ans@x <- 1/(ans@x + 1e-20) + ans + }) + exp_1_diffnet <- exposure(diffnet, alt.graph = se, valued=TRUE) + se2 <- vector("list", length(se)) + exp_1_manual <- as.matrix(do.call(cbind,lapply(diffnet$meta$pers, function(x) { + s <- methods::as(struct_equiv(diffnet$graph[[x]])$SE, "dgCMatrix") + s@x <- 1/(s@x + 1e-20) + se2[[x]] <<- s + ( s %*% diffnet$cumadopt[,x,drop=FALSE])/(Matrix::rowSums(s) +1e-20) + }))) + + expect_equivalent(unname(exp_1_diffnet), unname(exp_1_manual)) + + # Lagged exposure + ans0 <- exposure(diffnet) + ans1 <- exposure(diffnet, lags = 1) + ans2 <- exposure(diffnet, lags = 2) + ans3 <- exposure(diffnet, lags = -1) + + expect_equivalent(ans0[,-5], ans1[,-1]) + expect_equivalent(ans0[,-(4:5)], ans2[,-(1:2)]) + expect_equivalent(ans0[,-1], ans3[,-5]) + + expect_error(exposure(diffnet, lags=5), "cannot be greater") + expect_error(exposure(diffnet, lags=NA)) + expect_error(exposure(diffnet, lags=c(1:2))) + +}) From 587babb74f045eb0f63245b21ab64965b2e41dd8 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Tue, 5 Nov 2024 21:10:18 -0700 Subject: [PATCH 14/56] aditional test -multidiffusion exposure calculations- --- R/stats.R | 4 +- playground/multidiff-test-discussion.R | 148 ++++++++----------------- tests/testthat/test-stats.R | 82 ++++++++++++++ 3 files changed, 132 insertions(+), 102 deletions(-) diff --git a/R/stats.R b/R/stats.R index 4aa2d98..f547e51 100644 --- a/R/stats.R +++ b/R/stats.R @@ -643,8 +643,8 @@ exposure.list <- function( if (!length(dim_attrs)) stop("-attrs- must be a matrix of size n by T.") if (!is.na(dim(cumadopt)[3])) { - attrs <- array(rep(attrs, q), dim = c(dim_attrs, dim(cumadopt)[3])) - dim_attrs <- dim(attrs) # now n x T x q array of 1's, q behaviors + attrs_mul <- array(rep(attrs, dim(cumadopt)[3]), dim = c(dim_attrs, dim(cumadopt)[3])) + dim_attrs <- dim(attrs_mul) # now n x T x q array of 1's, q behaviors if (any(dim_attrs != dim(cumadopt))) stop("Incorrect size for -attrs-. ", "Does not match n dim or t dim.") } else { diff --git a/playground/multidiff-test-discussion.R b/playground/multidiff-test-discussion.R index ba38830..53a567b 100644 --- a/playground/multidiff-test-discussion.R +++ b/playground/multidiff-test-discussion.R @@ -1,128 +1,76 @@ - test_that("multidiffusion exposure calculations", { # Generating data diffnet <- rdiffnet(40,5, seed.p.adopt = .1) - #data(medInnovationsDiffNet) - #exposure(medInnovationsDiffNet) - - # two spreads - cumadopt_2 <- medInnovationsDiffNet$cumadopt + # Creating two spreads + cumadopt_2 <- diffnet$cumadopt cumadopt_2 <- array(c(cumadopt_2,cumadopt_2[rev(1:nrow(cumadopt_2)),]), dim=c(dim(cumadopt_2), 2)) - # Default - #ans0 <- exposure(medInnovationsDiffNet)#exposure(diffnet) - ans1 <- as.matrix(do.call(cbind,lapply(medInnovationsDiffNet$meta$pers, function(x) { - s <- medInnovationsDiffNet$graph[[x]] - for (q in 1:dim(cumadopt)[3]) { - ( s %*% cumadopt_2[,x,q,drop=FALSE])/(1e-15+Matrix::rowSums(s)) - } - }))) - - exposure(medInnovationsDiffNet$graph, medInnovationsDiffNet$cumadopt) + # Default -- + ans0 <- exposure(diffnet, cumadopt = cumadopt_2) + ans1 <- array(unlist(lapply(1:dim(cumadopt_2)[3], function(q) { + lapply(diffnet$meta$pers, function(x) { + graph_slice <- diffnet$graph[[x]] + as.numeric((graph_slice %*% cumadopt_2[, x, q, drop = FALSE]) / + (1e-20 + Matrix::rowSums(graph_slice))) + }) + })), dim = dim(cumadopt_2)) - ans2 <- exposure(medInnovationsDiffNet$graph, cumadopt = cumadopt_2) - #ans3 <- exposure(as.array(medInnovationsDiffNet), cumadopt = cumadopt_2) + ans2 <- exposure(diffnet$graph, cumadopt = cumadopt_2) + ans3 <- exposure(as.array(diffnet), cumadopt = cumadopt_2) + #ans0 - ans1 expect_equivalent(ans0, ans1) expect_equivalent(ans0, ans2) expect_equivalent(ans0, ans3) - # With an attribute - X <- matrix(diffnet[["real_threshold"]], ncol=5, nrow=40, byrow = FALSE) - ans0 <- exposure(diffnet, attrs=X) - ans1 <- exposure(diffnet, attrs="real_threshold") - expect_equivalent(ans0, ans1) - - expect_error(exposure(diffnet$graph, attrs="real_threshold"),"is only valid for") - - # Struct Equiv - se <- struct_equiv(diffnet) - se <- lapply(se, function(x) { - ans <- methods::as(x$SE, "dgCMatrix") - ans@x <- 1/(ans@x + 1e-20) - ans - }) - exp_1_diffnet <- exposure(diffnet, alt.graph = se, valued=TRUE) - se2 <- vector("list", length(se)) - exp_1_manual <- as.matrix(do.call(cbind,lapply(diffnet$meta$pers, function(x) { - s <- methods::as(struct_equiv(diffnet$graph[[x]])$SE, "dgCMatrix") - s@x <- 1/(s@x + 1e-20) - se2[[x]] <<- s - ( s %*% diffnet$cumadopt[,x,drop=FALSE])/(Matrix::rowSums(s) +1e-20) - }))) - - expect_equivalent(unname(exp_1_diffnet), unname(exp_1_manual)) - - # Lagged exposure - ans0 <- exposure(diffnet) - ans1 <- exposure(diffnet, lags = 1) - ans2 <- exposure(diffnet, lags = 2) - ans3 <- exposure(diffnet, lags = -1) - - expect_equivalent(ans0[,-5], ans1[,-1]) - expect_equivalent(ans0[,-(4:5)], ans2[,-(1:2)]) - expect_equivalent(ans0[,-1], ans3[,-5]) + # By each behavior -- + ans4 <- exposure(diffnet) + ans5 <- exposure(diffnet$graph, cumadopt = diffnet$cumadopt) + cumadopt_rev <- diffnet$cumadopt[rev(1:nrow(diffnet$cumadopt)),] + ans6 <- exposure(diffnet$graph, cumadopt = cumadopt_rev) - expect_error(exposure(diffnet, lags=5), "cannot be greater") - expect_error(exposure(diffnet, lags=NA)) - expect_error(exposure(diffnet, lags=c(1:2))) - -}) - -test_that("multidiffusion exposure calculations", { - # Generating data - set.seed(999) - diffnet <- rdiffnet(40,5, seed.p.adopt = .1) + expect_equivalent(ans0[,,1], ans4) + expect_equivalent(ans0[,,1], ans5) + expect_equivalent(ans0[,,2], ans6) - # Default - ans0 <- exposure(diffnet) - ans1 <- as.matrix(do.call(cbind,lapply(diffnet$meta$pers, function(x) { - s <- diffnet$graph[[x]] - ( s %*% diffnet$cumadopt[,x,drop=FALSE])/(1e-15+Matrix::rowSums(s)) - }))) - ans2 <- exposure(diffnet$graph, cumadopt = diffnet$cumadopt) - ans3 <- exposure(as.array(diffnet), cumadopt = diffnet$cumadopt) - - expect_equivalent(ans0, ans1) - expect_equivalent(ans0, ans2) - expect_equivalent(ans0, ans3) - - # With an attribute + # With an attribute -- X <- matrix(diffnet[["real_threshold"]], ncol=5, nrow=40, byrow = FALSE) - ans0 <- exposure(diffnet, attrs=X) - ans1 <- exposure(diffnet, attrs="real_threshold") + ans0 <- exposure(diffnet$graph, cumadopt = cumadopt_2, attrs=X) + ans1 <- exposure(as.array(diffnet), cumadopt = cumadopt_2, attrs=X) expect_equivalent(ans0, ans1) expect_error(exposure(diffnet$graph, attrs="real_threshold"),"is only valid for") - # Struct Equiv + # Struct Equiv -- se <- struct_equiv(diffnet) se <- lapply(se, function(x) { ans <- methods::as(x$SE, "dgCMatrix") ans@x <- 1/(ans@x + 1e-20) ans }) - exp_1_diffnet <- exposure(diffnet, alt.graph = se, valued=TRUE) - se2 <- vector("list", length(se)) - exp_1_manual <- as.matrix(do.call(cbind,lapply(diffnet$meta$pers, function(x) { - s <- methods::as(struct_equiv(diffnet$graph[[x]])$SE, "dgCMatrix") - s@x <- 1/(s@x + 1e-20) - se2[[x]] <<- s - ( s %*% diffnet$cumadopt[,x,drop=FALSE])/(Matrix::rowSums(s) +1e-20) - }))) - - expect_equivalent(unname(exp_1_diffnet), unname(exp_1_manual)) - - # Lagged exposure - ans0 <- exposure(diffnet) - ans1 <- exposure(diffnet, lags = 1) - ans2 <- exposure(diffnet, lags = 2) - ans3 <- exposure(diffnet, lags = -1) - - expect_equivalent(ans0[,-5], ans1[,-1]) - expect_equivalent(ans0[,-(4:5)], ans2[,-(1:2)]) - expect_equivalent(ans0[,-1], ans3[,-5]) + ans0 <- exposure(diffnet, cumadopt = cumadopt_2, alt.graph = se, valued=TRUE) + ans1 <- array(unlist(lapply(1:dim(cumadopt_2)[3], function(q) { + lapply(diffnet$meta$pers, function(x) { + graph_slice <- methods::as(struct_equiv(diffnet$graph[[x]])$SE, "dgCMatrix") + graph_slice@x <- 1/(graph_slice@x + 1e-20) + as.numeric((graph_slice %*% cumadopt_2[, x, q, drop = FALSE]) / + (1e-20 + Matrix::rowSums(graph_slice))) + }) + })), dim = dim(cumadopt_2)) + + #ans0 - ans1 + expect_equivalent(unname(ans0), unname(ans1)) + + # Lagged exposure -- + ans0 <- exposure(diffnet, cumadopt = cumadopt_2) + ans1 <- exposure(diffnet, cumadopt = cumadopt_2, lags = 1) + ans2 <- exposure(diffnet, cumadopt = cumadopt_2, lags = 2) + ans3 <- exposure(diffnet, cumadopt = cumadopt_2, lags = -1) + + expect_equivalent(ans0[,-5,], ans1[,-1,]) + expect_equivalent(ans0[,-(4:5),], ans2[,-(1:2),]) + expect_equivalent(ans0[,-1,], ans3[,-5,]) expect_error(exposure(diffnet, lags=5), "cannot be greater") expect_error(exposure(diffnet, lags=NA)) diff --git a/tests/testthat/test-stats.R b/tests/testthat/test-stats.R index 27676f6..ad929e6 100644 --- a/tests/testthat/test-stats.R +++ b/tests/testthat/test-stats.R @@ -1,5 +1,87 @@ context("Stats functions (including exposure)") +test_that("multidiffusion exposure calculations", { + # Generating data + set.seed(999) + diffnet <- rdiffnet(40,5, seed.p.adopt = .1) + + # Creating two spreads + cumadopt_2 <- diffnet$cumadopt + cumadopt_2 <- array(c(cumadopt_2,cumadopt_2[rev(1:nrow(cumadopt_2)),]), dim=c(dim(cumadopt_2), 2)) + + # Default -- + ans0 <- exposure(diffnet, cumadopt = cumadopt_2) + ans1 <- array(unlist(lapply(1:dim(cumadopt_2)[3], function(q) { + lapply(diffnet$meta$pers, function(x) { + graph_slice <- diffnet$graph[[x]] + as.numeric((graph_slice %*% cumadopt_2[, x, q, drop = FALSE]) / + (1e-21 + Matrix::rowSums(graph_slice))) + }) + })), dim = dim(cumadopt_2)) + + ans2 <- exposure(diffnet$graph, cumadopt = cumadopt_2) + ans3 <- exposure(as.array(diffnet), cumadopt = cumadopt_2) + + #round(ans0 - ans1) + expect_equivalent(ans0, ans1) + expect_equivalent(ans0, ans2) + expect_equivalent(ans0, ans3) + + # By each behavior -- + ans4 <- exposure(diffnet) + ans5 <- exposure(diffnet$graph, cumadopt = diffnet$cumadopt) + cumadopt_rev <- diffnet$cumadopt[rev(1:nrow(diffnet$cumadopt)),] + ans6 <- exposure(diffnet$graph, cumadopt = cumadopt_rev) + + expect_equivalent(ans0[,,1], ans4) + expect_equivalent(ans0[,,1], ans5) + expect_equivalent(ans0[,,2], ans6) + + # With an attribute -- + X <- matrix(diffnet[["real_threshold"]], ncol=5, nrow=40, byrow = FALSE) + ans0 <- exposure(diffnet$graph, cumadopt = cumadopt_2, attrs=X) + ans1 <- exposure(as.array(diffnet), cumadopt = cumadopt_2, attrs=X) + expect_equivalent(ans0, ans1) + + expect_error(exposure(diffnet$graph, attrs="real_threshold"),"is only valid for") + + # Struct Equiv -- + se <- struct_equiv(diffnet) + se <- lapply(se, function(x) { + ans <- methods::as(x$SE, "dgCMatrix") + ans@x <- 1/(ans@x + 1e-20) + ans + }) + ans0 <- exposure(diffnet, cumadopt = cumadopt_2, alt.graph = se, valued=TRUE) + ans1 <- array(unlist(lapply(1:dim(cumadopt_2)[3], function(q) { + lapply(diffnet$meta$pers, function(x) { + graph_slice <- methods::as(struct_equiv(diffnet$graph[[x]])$SE, "dgCMatrix") + graph_slice@x <- 1/(graph_slice@x + 1e-20) + as.numeric((graph_slice %*% cumadopt_2[, x, q, drop = FALSE]) / + (1e-20 + Matrix::rowSums(graph_slice))) + }) + })), dim = dim(cumadopt_2)) + + #ans0 - ans1 + expect_equivalent(unname(ans0), unname(ans1)) + + # Lagged exposure -- + ans0 <- exposure(diffnet, cumadopt = cumadopt_2) + ans1 <- exposure(diffnet, cumadopt = cumadopt_2, lags = 1) + ans2 <- exposure(diffnet, cumadopt = cumadopt_2, lags = 2) + ans3 <- exposure(diffnet, cumadopt = cumadopt_2, lags = -1) + + expect_equivalent(ans0[,-5,], ans1[,-1,]) + expect_equivalent(ans0[,-(4:5),], ans2[,-(1:2),]) + expect_equivalent(ans0[,-1,], ans3[,-5,]) + + expect_error(exposure(diffnet, lags=5), "cannot be greater") + expect_error(exposure(diffnet, lags=NA)) + expect_error(exposure(diffnet, lags=c(1:2))) + +}) + + test_that("exposure calculations", { # Generating data set.seed(999) From 9f9a25ef1f39f868fcf2d4bf2d0c06ba75966aef Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Wed, 6 Nov 2024 00:51:07 -0700 Subject: [PATCH 15/56] updating to Steps 1.1 (initial adopters) and 1.2 (finding seed nodes) in rdiffnet function --- R/rdiffnet.r | 115 +++++++++++++++++++++++++++++++++++++-------------- 1 file changed, 85 insertions(+), 30 deletions(-) diff --git a/R/rdiffnet.r b/R/rdiffnet.r index 3a479b2..c9ed872 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -310,19 +310,20 @@ rdiffnet_multiple <- function( #' @rdname rdiffnet #' @export rdiffnet <- function( - n, - t, - seed.nodes = "random", - seed.p.adopt = 0.05, - seed.graph = "scale-free", - rgraph.args = list(), - rewire = TRUE, - rewire.args = list(), - threshold.dist = runif(n), - exposure.args = list(), - name = "A diffusion network", - behavior = "Random contagion", - stop.no.diff = TRUE + n, + t, + seed.nodes = "random", + seed.p.adopt = 0.05, + seed.graph = "scale-free", + rgraph.args = list(), + rewire = TRUE, + rewire.args = list(), + threshold.dist = runif(n), + exposure.args = list(), + name = "A diffusion network", + behavior = "Random contagion", + stop.no.diff = TRUE, + behavior.num = 1 ) { # Checking options @@ -373,20 +374,61 @@ rdiffnet <- function( sgraph <- lapply(sgraph, `attr<-`, which="undirected", value=NULL) - # Number of initial adopters - if ((seed.p.adopt > 1) | (seed.p.adopt < 0)) { - stop("The proportion of initial adopters should be a number in [0,1]") + # Step 1.0: Setting the seed nodes ----------------------------------------- + + # Step 1.1: Number of initial adopters + + if (length(seed.p.adopt)>1 && length(seed.p.adopt) == behavior.num) { + + n0 <- list() + + for (i in seq_along(seed.p.adopt)) { + + if ((seed.p.adopt[i] > 1) | (seed.p.adopt[i] < 0)) { + stop(paste("The proportion of initial adopters for behavior", i, "should be a number in [0,1]")) + } + if (n*seed.p.adopt[i] < 1) { + warning(paste("Set of initial adopters for behavior", i, "set to 1.")) + } + + n0[[i]] <- max(1, n * seed.p.adopt[i]) + } + + } else if (length(seed.p.adopt)==1 && length(seed.p.adopt) == behavior.num) { + + if ((seed.p.adopt > 1) | (seed.p.adopt < 0)) { + stop("The proportion of initial adopters should be a number in [0,1]") + } + if (n*seed.p.adopt < 1) { + warning("Set of initial adopters set to 1.") + } + + n0 <- max(1, n*seed.p.adopt) + } else { + stop("Number of initial adopters. Mismatch between length(seed.p.adopt) and behavior.num") } - if (n*seed.p.adopt < 1) - warning("Set of initial adopters set to 1.") - n0 <- max(1, n*seed.p.adopt) - # Step 0.1: Setting the seed nodes ------------------------------------------- - cumadopt <- matrix(0L, ncol=t, nrow=n) - toa <- matrix(NA, ncol=1, nrow= n) + # Step 1.2: Finding seed nodes + if (length(seed.nodes) > 1 && length(seed.nodes) == behavior.num) { + dlist <- list() + + if (any(seed.nodes %in% c("central", "marginal"))) { + d <- dgr(sgraph)[, 1, drop = FALSE] + central_d <- rownames(d[order(d, decreasing = TRUE), , drop = FALSE]) + marginal_d <- rownames(d[order(d, decreasing = FALSE), , drop = FALSE]) + } - if (length(seed.nodes) == 1) { + # assign nodes characters values in seed.nodes + for (i in seq_along(seed.p.adopt)) { + dlist[[i]] <- switch(seed.nodes[i], + "central" = as.numeric(central_d[1:floor(n0[[i]])]), + "marginal" = as.numeric(marginal_d[1:floor(n0[[i]])]), + "random" = sample.int(n, floor(n0[[i]])), + stop("Unsupported -seed.nodes- value. It must be either \"central\", \"marginal\", or \"random\"") + ) + } + } else if (length(seed.nodes) == 1 && length(seed.nodes) == behavior.num) { if (seed.nodes %in% c("central","marginal")) { @@ -401,24 +443,37 @@ rdiffnet <- function( d <- sample.int(n, floor(n0)) - } else + } else { stop("Unsupported -seed.nodes- value. It must be either \"central\", \"marginal\", or \"random\"") + } + } else if (class(seed.nodes)=="list" && length(seed.nodes) != behavior.num) { + + stop("Finding seed nodes. Mismatch between length(seed.nodes) and behavior.num") } else if (!inherits(seed.nodes, "character")) { - d <- seed.nodes + if (length(seed.nodes) >= 1 && length(seed.nodes) == behavior.num) { + d <- seed.nodes + } else if (class(seed.nodes)=="list" && length(seed.nodes) != behavior.num) { + stop("Particular seed nodes provided. Mismatch between length(seed.nodes) and behavior.num") + } else { + d <- seed.nodes + } - } else - stop("Unsupported -seed.nodes- value. See the manual for references.") + } else {stop("Unsupported -seed.nodes- value. See the manual for references.") } + + # Step 1.3: Defining cumadopt and toa (time of adoption) -------------------- + cumadopt <- matrix(0L, ncol=t, nrow=n) + toa <- matrix(NA, ncol=1, nrow= n) # Setting seed nodes via vector toa[d] <- 1L cumadopt[d,] <- 1L - # Step 3.0: Thresholds ------------------------------------------------------- + # Step 2.0: Thresholds ------------------------------------------------------- thr <- rdiffnet_make_threshold(threshold.dist, n) - # Running the simulation + # Step 3.0: Running the simulation ------------------------------------------- for (i in 2:t) { # Computing exposure @@ -439,10 +494,10 @@ rdiffnet <- function( warning("No diffusion in this network.") } + # Step 4.0: Creating diffnet object ------------------------------------------ # Checking attributes isself <- any(sapply(sgraph, function(x) any(Matrix::diag(x) != 0) )) - # Creating diffnet object new_diffnet( graph = sgraph, toa = as.integer(toa), From a54800bbd14860fe2fb2deba6566ae4eff17e78f Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Wed, 6 Nov 2024 11:01:31 -0700 Subject: [PATCH 16/56] updating cumadopt, exposure simulation, and toa for multi-diff processes --- R/rdiffnet.r | 151 +++++++++++++++++++++++++++++++++++---------------- 1 file changed, 104 insertions(+), 47 deletions(-) diff --git a/R/rdiffnet.r b/R/rdiffnet.r index c9ed872..659075c 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -316,7 +316,7 @@ rdiffnet <- function( seed.p.adopt = 0.05, seed.graph = "scale-free", rgraph.args = list(), - rewire = TRUE, + rewire = TRUE, #set TRUE originally rewire.args = list(), threshold.dist = runif(n), exposure.args = list(), @@ -369,9 +369,9 @@ rdiffnet <- function( # Step 0.1: Rewiring or not ------------------------------------------------ # Rewiring - if (rewire) + if (rewire) { sgraph <- do.call(rewire_graph, c(list(graph=sgraph), rewire.args)) - + } sgraph <- lapply(sgraph, `attr<-`, which="undirected", value=NULL) # Step 1.0: Setting the seed nodes ----------------------------------------- @@ -394,7 +394,7 @@ rdiffnet <- function( n0[[i]] <- max(1, n * seed.p.adopt[i]) } - } else if (length(seed.p.adopt)==1 && length(seed.p.adopt) == behavior.num) { + } else if (length(seed.p.adopt)== 1 && behavior.num == 1) { if ((seed.p.adopt > 1) | (seed.p.adopt < 0)) { stop("The proportion of initial adopters should be a number in [0,1]") @@ -405,30 +405,31 @@ rdiffnet <- function( n0 <- max(1, n*seed.p.adopt) } else { - stop("Number of initial adopters. Mismatch between length(seed.p.adopt) and behavior.num") + stop("Error in setting number of initial adopters. Mismatch between length(seed.p.adopt) and behavior.num") } # Step 1.2: Finding seed nodes - if (length(seed.nodes) > 1 && length(seed.nodes) == behavior.num) { - dlist <- list() + if (length(seed.nodes) > 1 && length(seed.nodes) == behavior.num && class(seed.nodes)!="list") { + # multi-diff. Something like seed.nodes <- c("marginal", "central"), and behavior.num <- 2 + d <- list() if (any(seed.nodes %in% c("central", "marginal"))) { - d <- dgr(sgraph)[, 1, drop = FALSE] - central_d <- rownames(d[order(d, decreasing = TRUE), , drop = FALSE]) - marginal_d <- rownames(d[order(d, decreasing = FALSE), , drop = FALSE]) + dg <- dgr(sgraph)[, 1, drop = FALSE] + central_d <- rownames(dg[order(dg, decreasing = TRUE), , drop = FALSE]) + marginal_d <- rownames(dg[order(dg, decreasing = FALSE), , drop = FALSE]) } - # assign nodes characters values in seed.nodes - for (i in seq_along(seed.p.adopt)) { - dlist[[i]] <- switch(seed.nodes[i], - "central" = as.numeric(central_d[1:floor(n0[[i]])]), - "marginal" = as.numeric(marginal_d[1:floor(n0[[i]])]), - "random" = sample.int(n, floor(n0[[i]])), - stop("Unsupported -seed.nodes- value. It must be either \"central\", \"marginal\", or \"random\"") + for (i in seq_along(seed.nodes)) { # assign nodes characters values in seed.nodes + d[[i]] <- switch(seed.nodes[i], + "central" = as.numeric(central_d[1:floor(n0[[i]])]), + "marginal" = as.numeric(marginal_d[1:floor(n0[[i]])]), + "random" = sample.int(n, floor(n0[[i]])), + stop("Unsupported -seed.nodes- value. It must be either \"central\", \"marginal\", or \"random\"") ) } - } else if (length(seed.nodes) == 1 && length(seed.nodes) == behavior.num) { + } else if (length(seed.nodes) == 1 && behavior.num == 1) { + # Single-diff. Something like seed.nodes <- "central" if (seed.nodes %in% c("central","marginal")) { @@ -447,43 +448,86 @@ rdiffnet <- function( stop("Unsupported -seed.nodes- value. It must be either \"central\", \"marginal\", or \"random\"") } } else if (class(seed.nodes)=="list" && length(seed.nodes) != behavior.num) { - - stop("Finding seed nodes. Mismatch between length(seed.nodes) and behavior.num") + # Something like seed.nodes <- c("marginal", "central"), BUT behavior.num <- 3 + stop("Error in finding seed nodes. Mismatch between length(seed.nodes) and behavior.num") } else if (!inherits(seed.nodes, "character")) { - if (length(seed.nodes) >= 1 && length(seed.nodes) == behavior.num) { - d <- seed.nodes - } else if (class(seed.nodes)=="list" && length(seed.nodes) != behavior.num) { + if (class(seed.nodes)=="list" && length(seed.nodes) != behavior.num) { + # Something like seed.nodes <- list(c(1,4), c(3,6,8)), BUT behavior.num <- 3 stop("Particular seed nodes provided. Mismatch between length(seed.nodes) and behavior.num") - } else { + } else { + # single-diff and multi-diff. # Something like seed.nodes <- c(3,6,8)), AND behavior.num <- 1, + # or seed.nodes <- list(c(1,4), c(3,6,8)), AND behavior.num <- 2 d <- seed.nodes } - } else {stop("Unsupported -seed.nodes- value. See the manual for references.") } # Step 1.3: Defining cumadopt and toa (time of adoption) -------------------- - cumadopt <- matrix(0L, ncol=t, nrow=n) - toa <- matrix(NA, ncol=1, nrow= n) - # Setting seed nodes via vector - toa[d] <- 1L - cumadopt[d,] <- 1L + if (class(d) == "list") { + # multi-diff + + if (length(d) != behavior.num) { + stop("Error: length(d) must be the same as behavior.num") + } + + cumadopt <- array(0L, dim = c(n, t, behavior.num)) + + # Setting seed nodes via array + for (i in seq_along(d)) { + cumadopt[d[[i]],,i] <- 1L + } + } else { + # single-diff + cumadopt <- matrix(0L, ncol=t, nrow=n) + toa <- matrix(NA, ncol=1, nrow= n) + + # Setting seed nodes via vector + toa[d] <- 1L # REMINDER TO DELETE THIS OBJECT !!! + cumadopt[d,] <- 1L + } # Step 2.0: Thresholds ------------------------------------------------------- - thr <- rdiffnet_make_threshold(threshold.dist, n) + thr <- rdiffnet_make_threshold(threshold.dist, n) # REMINDER TO CHANGE rdiffnet_make_threshold # Step 3.0: Running the simulation ------------------------------------------- for (i in 2:t) { + if (!is.na(dim(cumadopt)[3])) { + # multi-diff. Computing exposure + # ONLY MEANWHILE + thr <- array(c(thr,rev(thr)), dim=c(length(thr), dim(cumadopt)[3])) + + exposure.args[c("graph", "cumadopt")] <- list(sgraph[i], cumadopt[,i, ,drop=FALSE]) + expo <- do.call(exposure, exposure.args) + #for (q in 1:dim(cumadopt)[3]) { + # exposure.args[c("graph", "cumadopt")] <- list(sgraph[i], cumadopt[,i,q,drop=FALSE]) + #} + + toa <- matrix(NA, nrow = dim(cumadopt)[1], ncol = dim(cumadopt)[3]) + + for (q in 1:dim(cumadopt)[3]) { + whoadopts <- which( (expo[,,q] >= thr[,q]) )# & is.na(toa)) + cumadopt[whoadopts, i:t, q] <- 1L + # ADD SOMETHING TO DISADOPT + # Initialize 'toa' with NA values + toa[, q] <- apply(cumadopt[,, q], 1, function(x) { + first_adopt <- which(x == 1) + if (length(first_adopt) > 0) first_adopt[1] else NA + }) + } - # Computing exposure - exposure.args[c("graph", "cumadopt")] <- list(sgraph[i], cumadopt[,i,drop=FALSE]) - expo <- do.call(exposure, exposure.args) + } else { + # single-diff. Computing exposure + exposure.args[c("graph", "cumadopt")] <- list(sgraph[i], cumadopt[,i,drop=FALSE]) + expo <- do.call(exposure, exposure.args) - whoadopts <- which( (expo >= thr) & is.na(toa)) - toa[whoadopts] <- i - cumadopt[whoadopts, i:t] <- 1L + whoadopts <- which( (expo >= thr) & is.na(toa)) + toa[whoadopts] <- i + cumadopt[whoadopts, i:t] <- 1L + } } + # GENERALIZE TO MULTI-DIFF reachedt <- max(toa, na.rm=TRUE) # Checking the result @@ -498,15 +542,28 @@ rdiffnet <- function( # Checking attributes isself <- any(sapply(sgraph, function(x) any(Matrix::diag(x) != 0) )) - new_diffnet( - graph = sgraph, - toa = as.integer(toa), - self = isself, - t0 = 1, - t1 = t, - vertex.static.attrs = data.frame(real_threshold=thr), - name = name, - behavior = behavior - ) + if (!is.na(dim(cumadopt)[3])) { + new_diffnet( + graph = sgraph, + toa = toa, + self = isself, + t0 = 1, + t1 = t, + vertex.static.attrs = data.frame(real_threshold=thr), + name = name, + behavior = behavior + ) + } else { + new_diffnet( + graph = sgraph, + toa = as.integer(toa), + self = isself, + t0 = 1, + t1 = t, + vertex.static.attrs = data.frame(real_threshold=thr), + name = name, + behavior = behavior + ) + } } From 1d34b5ddf38a56e0f841e66be7e95bf3d1c6cfd9 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Fri, 8 Nov 2024 15:07:28 -0700 Subject: [PATCH 17/56] adding a set of tests for rdiffnet_validate_args function --- tests/testthat/test-rdiffnet-parameters.R | 117 ++++++++++++++++++++++ 1 file changed, 117 insertions(+) create mode 100644 tests/testthat/test-rdiffnet-parameters.R diff --git a/tests/testthat/test-rdiffnet-parameters.R b/tests/testthat/test-rdiffnet-parameters.R new file mode 100644 index 0000000..b6e0255 --- /dev/null +++ b/tests/testthat/test-rdiffnet-parameters.R @@ -0,0 +1,117 @@ +# Single -------------------------------------------------------------------- + +# Must work +test_that( + "Checking single diffusion rdiffnet args", { + seed.p.adopt <- c(0.14) + seed.nodes <- c('random') + behavior <- c("random behavior") + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + + class(rdiffnet_args$seed.p.adopt) == "list" + class(rdiffnet_args$seed.nodes) == "list" + class(rdiffnet_args$behavior) == "list" + + seed.p.adopt <- 0.14 + seed.nodes <- 'random' + behavior <- "random behavior" + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + rdiffnet_args$seed.p.adopt; class(rdiffnet_args$seed.p.adopt) + rdiffnet_args$seed.nodes; class(rdiffnet_args$seed.nodes) + rdiffnet_args$behavior; class(rdiffnet_args$behavior) + + class(rdiffnet_args$seed.p.adopt) == "list" + class(rdiffnet_args$seed.nodes) == "list" + class(rdiffnet_args$behavior) == "list" + + # Must show ERROR + + seed.p.adopt <- c(0.4,0.82) + seed.nodes <- c('random') + behavior <- "random behavior" + expect_error( + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + ) + + seed.p.adopt <- c(0.14) + seed.nodes <- c('random', 'central') + behavior <- "random behavior" + expect_error( + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + ) + + seed.p.adopt <- c(0.14) + seed.nodes <- "central" + behavior <- c("random behavior_1", "random behavior_2") + expect_error( + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + ) + behavior <- list("random behavior_1", "random behavior_2") + expect_error( + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + ) +}) + + +# Multiple -------------------------------------------------------------------- + +# Must work +test_that("Multi diff models rdiff args work", { + seed.p.adopt <- list(0.14,0.05) + seed.nodes <- list('random', "central") + behavior <- list("random behavior_1", "random behavior_2") + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + class(rdiffnet_args$seed.p.adopt) == "list" + class(rdiffnet_args$seed.nodes) == "list" + class(rdiffnet_args$behavior) == "list" + + behavior <- c("random behavior_1", "random behavior_2") + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + class(rdiffnet_args$behavior) == "list" + + behavior <- "random behavior" #Default + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + class(rdiffnet_args$behavior) == "list" + + seed.nodes <- c(1,3,5) + behavior <- list("random behavior_1", "random behavior_2") + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + class(rdiffnet_args$seed.nodes) == 'list' + + seed.nodes <- list('marginal',"central") + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + class(rdiffnet_args$seed.nodes) == 'list' + + seed.nodes <- list('marginal',"central") ###### + behavior <- c("random behavior_1") + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + + # Must show ERROR + + seed.p.adopt <- c(0.14,0.05) + seed.nodes <- list('random', "central") + behavior <- list("random behavior_1", "random behavior_2") + expect_error( + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + ) + + seed.p.adopt <- list(0.14,0.05) + seed.nodes <- c('marginal',"central") + expect_error( + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + ) + + + + behavior <- list("random behavior_1") + expect_error( + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + ) + + seed.nodes <- list('random') + behavior <- list("random behavior_1", "random behavior_2") + expect_error( + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + ) +}) + From 83d1d665187b93d7e27dca6baf895f7a6a29834d Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Fri, 8 Nov 2024 15:56:40 -0700 Subject: [PATCH 18/56] rdiffnet function updated to allow multi-diff. An small error in rdiffnet_check_seed_graph fixed. --- R/rdiffnet.r | 350 +++++++++++++--------- R/rewire.r | 4 +- R/stats.R | 2 +- playground/multidiff-test-discussion.R | 79 ----- tests/testthat/test-rdiffnet-parameters.R | 5 - 5 files changed, 209 insertions(+), 231 deletions(-) delete mode 100644 playground/multidiff-test-discussion.R diff --git a/R/rdiffnet.r b/R/rdiffnet.r index 659075c..055be68 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -92,7 +92,7 @@ #' } #' #' @examples -#' # Asimple example ----------------------------------------------------------- +#' # A simple example ----------------------------------------------------------- #' set.seed(123) #' z <- rdiffnet(100,10) #' z @@ -322,8 +322,7 @@ rdiffnet <- function( exposure.args = list(), name = "A diffusion network", behavior = "Random contagion", - stop.no.diff = TRUE, - behavior.num = 1 + stop.no.diff = TRUE ) { # Checking options @@ -376,44 +375,35 @@ rdiffnet <- function( # Step 1.0: Setting the seed nodes ----------------------------------------- - # Step 1.1: Number of initial adopters - - if (length(seed.p.adopt)>1 && length(seed.p.adopt) == behavior.num) { - - n0 <- list() + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) - for (i in seq_along(seed.p.adopt)) { + seed.p.adopt <- rdiffnet_args$seed.p.adopt + seed.nodes <- rdiffnet_args$seed.nodes + behavior <- rdiffnet_args$behavior + num_of_behaviors <- rdiffnet_args$num_of_behaviors - if ((seed.p.adopt[i] > 1) | (seed.p.adopt[i] < 0)) { - stop(paste("The proportion of initial adopters for behavior", i, "should be a number in [0,1]")) - } - if (n*seed.p.adopt[i] < 1) { - warning(paste("Set of initial adopters for behavior", i, "set to 1.")) - } + # Step 1.1: Number of initial adopters - n0[[i]] <- max(1, n * seed.p.adopt[i]) - } + n0 <- list() - } else if (length(seed.p.adopt)== 1 && behavior.num == 1) { + for (i in 1:num_of_behaviors) { - if ((seed.p.adopt > 1) | (seed.p.adopt < 0)) { - stop("The proportion of initial adopters should be a number in [0,1]") + if ((seed.p.adopt[[i]] > 1) | (seed.p.adopt[[i]] < 0)) { + stop(paste("The proportion of initial adopters for behavior", i, "should be a number in [0,1]")) } - if (n*seed.p.adopt < 1) { - warning("Set of initial adopters set to 1.") + if (n*seed.p.adopt[[i]] < 1) { + warning(paste("Set of initial adopters for behavior", i, "set to 1.")) } - n0 <- max(1, n*seed.p.adopt) - } else { - stop("Error in setting number of initial adopters. Mismatch between length(seed.p.adopt) and behavior.num") + n0[[i]] <- max(1, n * seed.p.adopt[[i]]) } + # Step 1.2 + + d <- list() - # Step 1.2: Finding seed nodes - if (length(seed.nodes) > 1 && length(seed.nodes) == behavior.num && class(seed.nodes)!="list") { - # multi-diff. Something like seed.nodes <- c("marginal", "central"), and behavior.num <- 2 + if (all(sapply(seed.nodes, is.character))) { # "central", "marginal", or "random" - d <- list() if (any(seed.nodes %in% c("central", "marginal"))) { dg <- dgr(sgraph)[, 1, drop = FALSE] central_d <- rownames(dg[order(dg, decreasing = TRUE), , drop = FALSE]) @@ -421,149 +411,221 @@ rdiffnet <- function( } for (i in seq_along(seed.nodes)) { # assign nodes characters values in seed.nodes - d[[i]] <- switch(seed.nodes[i], - "central" = as.numeric(central_d[1:floor(n0[[i]])]), - "marginal" = as.numeric(marginal_d[1:floor(n0[[i]])]), - "random" = sample.int(n, floor(n0[[i]])), - stop("Unsupported -seed.nodes- value. It must be either \"central\", \"marginal\", or \"random\"") - ) + d[[i]] <- switch(seed.nodes[[i]], + "central" = as.numeric(central_d[1:floor(n0[[i]])]), + "marginal" = as.numeric(marginal_d[1:floor(n0[[i]])]), + "random" = sample.int(n, floor(n0[[i]])), + stop("Unsupported -seed.nodes- value. It must be either \"central\", \"marginal\", or \"random\"") + ) } - } else if (length(seed.nodes) == 1 && behavior.num == 1) { - # Single-diff. Something like seed.nodes <- "central" - - if (seed.nodes %in% c("central","marginal")) { - - # Creating a degree ranking - d <- dgr(sgraph)[,1,drop=FALSE] - decre <- ifelse(seed.nodes == "central", TRUE, FALSE) - d <- rownames(d[order(d, decreasing = decre),,drop=FALSE]) - d <- d[1:floor(n0)] - d <- as.numeric(d) - - } else if (seed.nodes == "random") { - d <- sample.int(n, floor(n0)) + } else if (all(sapply(seed.nodes, is.numeric))) { # specific nodes - } else { - stop("Unsupported -seed.nodes- value. It must be either \"central\", \"marginal\", or \"random\"") + for (i in 1:num_of_behaviors) { + d[[i]] <- seed.nodes[[i]] } - } else if (class(seed.nodes)=="list" && length(seed.nodes) != behavior.num) { - # Something like seed.nodes <- c("marginal", "central"), BUT behavior.num <- 3 - stop("Error in finding seed nodes. Mismatch between length(seed.nodes) and behavior.num") - - } else if (!inherits(seed.nodes, "character")) { - if (class(seed.nodes)=="list" && length(seed.nodes) != behavior.num) { - # Something like seed.nodes <- list(c(1,4), c(3,6,8)), BUT behavior.num <- 3 - stop("Particular seed nodes provided. Mismatch between length(seed.nodes) and behavior.num") - } else { - # single-diff and multi-diff. # Something like seed.nodes <- c(3,6,8)), AND behavior.num <- 1, - # or seed.nodes <- list(c(1,4), c(3,6,8)), AND behavior.num <- 2 - d <- seed.nodes - } - } else {stop("Unsupported -seed.nodes- value. See the manual for references.") } + } else { + stop("Unsupported -seed.nodes- value. See the manual for references.") + } # Step 1.3: Defining cumadopt and toa (time of adoption) -------------------- - if (class(d) == "list") { - # multi-diff - - if (length(d) != behavior.num) { - stop("Error: length(d) must be the same as behavior.num") - } - - cumadopt <- array(0L, dim = c(n, t, behavior.num)) - - # Setting seed nodes via array - for (i in seq_along(d)) { - cumadopt[d[[i]],,i] <- 1L - } - } else { - # single-diff - cumadopt <- matrix(0L, ncol=t, nrow=n) - toa <- matrix(NA, ncol=1, nrow= n) + cumadopt <- array(0L, dim = c(n, t, num_of_behaviors)) - # Setting seed nodes via vector - toa[d] <- 1L # REMINDER TO DELETE THIS OBJECT !!! - cumadopt[d,] <- 1L + for (i in 1:num_of_behaviors) { + cumadopt[d[[i]],,i] <- 1L } + toa <- matrix(NA, nrow = dim(cumadopt)[1], ncol = dim(cumadopt)[3]) + # Step 2.0: Thresholds ------------------------------------------------------- thr <- rdiffnet_make_threshold(threshold.dist, n) # REMINDER TO CHANGE rdiffnet_make_threshold + # ONLY MEANWHILE + thr <- array(c(thr,rev(thr)), dim=c(length(thr), dim(cumadopt)[3])) + # Step 3.0: Running the simulation ------------------------------------------- + for (i in 2:t) { - if (!is.na(dim(cumadopt)[3])) { - # multi-diff. Computing exposure - # ONLY MEANWHILE - thr <- array(c(thr,rev(thr)), dim=c(length(thr), dim(cumadopt)[3])) - - exposure.args[c("graph", "cumadopt")] <- list(sgraph[i], cumadopt[,i, ,drop=FALSE]) - expo <- do.call(exposure, exposure.args) - #for (q in 1:dim(cumadopt)[3]) { - # exposure.args[c("graph", "cumadopt")] <- list(sgraph[i], cumadopt[,i,q,drop=FALSE]) - #} - - toa <- matrix(NA, nrow = dim(cumadopt)[1], ncol = dim(cumadopt)[3]) - - for (q in 1:dim(cumadopt)[3]) { - whoadopts <- which( (expo[,,q] >= thr[,q]) )# & is.na(toa)) - cumadopt[whoadopts, i:t, q] <- 1L - # ADD SOMETHING TO DISADOPT - # Initialize 'toa' with NA values - toa[, q] <- apply(cumadopt[,, q], 1, function(x) { - first_adopt <- which(x == 1) - if (length(first_adopt) > 0) first_adopt[1] else NA - }) - } - } else { - # single-diff. Computing exposure - exposure.args[c("graph", "cumadopt")] <- list(sgraph[i], cumadopt[,i,drop=FALSE]) - expo <- do.call(exposure, exposure.args) + exposure.args[c("graph", "cumadopt")] <- list(sgraph[i], cumadopt[,i, ,drop=FALSE]) + expo <- do.call(exposure, exposure.args) + + for (q in 1:num_of_behaviors) { + + whoadopts <- which( (expo[,,q] >= thr[,q]) )# & is.na(toa)) + cumadopt[whoadopts, i:t, q] <- 1L + # ADD SOMETHING TO DISADOPT + + toa[, q] <- apply(cumadopt[,, q], 1, function(x) { + first_adopt <- which(x == 1) + if (length(first_adopt) > 0) first_adopt[1] else NA + }) - whoadopts <- which( (expo >= thr) & is.na(toa)) - toa[whoadopts] <- i - cumadopt[whoadopts, i:t] <- 1L } } + # GENERALIZE TO MULTI-DIFF - reachedt <- max(toa, na.rm=TRUE) - # Checking the result - if (reachedt == 1) { - if (stop.no.diff) - stop("No diffusion in this network (Ups!) try changing the seed or the parameters.") - else - warning("No diffusion in this network.") + for (i in 1:num_of_behaviors) { + reachedt <- max(toa[,i], na.rm=TRUE) + + if (reachedt == 1) { + if (stop.no.diff) + stop(paste("No diffusion in this network for behavior", i, "(Ups!) try changing the seed or the parameters.")) + else + warning(paste("No diffusion for behavior", i, " in this network.")) + } } # Step 4.0: Creating diffnet object ------------------------------------------ # Checking attributes isself <- any(sapply(sgraph, function(x) any(Matrix::diag(x) != 0) )) - if (!is.na(dim(cumadopt)[3])) { - new_diffnet( - graph = sgraph, - toa = toa, - self = isself, - t0 = 1, - t1 = t, - vertex.static.attrs = data.frame(real_threshold=thr), - name = name, - behavior = behavior - ) + if (num_of_behaviors==1) {toa <- as.integer(toa)} + + new_diffnet( + graph = sgraph, + toa = toa, + self = isself, + t0 = 1, + t1 = t, + vertex.static.attrs = data.frame(real_threshold=thr), + name = name, + behavior = behavior + ) +} + + +rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { + + # seed.p.adopt stuff + + # The class of seed.p.adopt determines if is a single or multiple diff pross. + + if (class(seed.p.adopt) == "list") { + + message(paste("Message: Multi-diffusion behavior simulation selected.", + "Number of behaviors: ", length(seed.p.adopt))) + + multi <- TRUE + + } else if (class(seed.p.adopt) == "numeric") { + + if (length(seed.p.adopt)>1) { + stop(paste("length(seed.p.adopt) =", length(seed.p.adopt), + ", but for multi-diffusion -seed.p.adopt- must be a -list-.")) + } + + multi <- FALSE + } else { - new_diffnet( - graph = sgraph, - toa = as.integer(toa), - self = isself, - t0 = 1, - t1 = t, - vertex.static.attrs = data.frame(real_threshold=thr), - name = name, - behavior = behavior - ) + + stop("The object -seed.p.adopt- must be a -numeric- (for a single behavior diff)", + "or a -list- (multiple behavior diff).") } -} + # seed.nodes stuff + + if (multi) { + + # For multi-diff. + + if (class(seed.nodes) == "list") { + if (length(seed.nodes) != length(seed.p.adopt)) { + stop("Length of lists -seed.nodes- and -seed.p.adopt- must be the same for multi diffusion.") + } + + if (all(sapply(seed.nodes, is.character))) { + + if (any(!seed.nodes %in% c("marginal", "central", "random"))) { + stop("Some element in list -seed.nodes- is a -character- different from 'marginal', 'central', or 'random'.") + } + + } else if (all(sapply(seed.nodes, is.numeric))) { + + if (any(sapply(seed.nodes, is.null))) { + stop("There is a NULL -numeric- element") + } + + if (any(sapply(seed.nodes, function(x) any(x != round(x))))) { + stop("Some value in the elements of the list -seed.nodes- is non-integer.") + } + + } else { + stop("All elements of the list seed.nodes must be either -character- or -numeric-.") + } + } else if (class(seed.nodes) == "numeric") { + + message("Message: Object -seed.nodes- converted to a -list-.", + "All behaviors will have the same seed nodes.") + + seed.nodes <- replicate(length(behavior), seed.nodes, simplify = FALSE) + } else if (class(seed.nodes) == "character") { + + stop("-character- class not supported for multi-diffusion. It must be a -list-.") + } + + else { + stop("Unsupported -seed.nodes- value. See the manual for references.") + } + + if (class(behavior) == "list") { + if (length(seed.p.adopt)!=length(behavior)) { + stop("If -behavior- is a list, it must be of the same length as -seed.p.adopt-.") + } + } else if (class(behavior) == "character" && length(behavior) > 1) { + if (length(behavior) != length(seed.p.adopt)) { + stop("Mismatch between length(behavior) and length(seed.p.adopt)") + } else { + behavior <- as.list(behavior) + } + } else if (class(behavior) == "character" && length(behavior) == 1) { + message(paste("Message: Name of 1 behavior provided, but", length(seed.p.adopt), "are needed. "), + "Names generalized to 'behavior'_1, 'behavior'_2, etc.") + behaviors <- list() + + for (i in seq_along(seed.p.adopt)) { + behaviors[[i]] <- paste(behavior, i, sep = "_") + } + + behavior <- behaviors + } + + } else { + + # For Single-diff. + + if (length(seed.nodes) == 1 && class(seed.nodes)=="character") { + + if (!seed.nodes %in% c("marginal", "central", "random")) { + stop("Object -seed.nodes- is a -character- different from 'marginal', 'central', or 'random'.") + } + + } else if (!inherits(seed.nodes, "character")) { + + if (any(sapply(seed.nodes, function(x) any(x != round(x))))) { + stop("Some value in the elements of the list -seed.nodes- is non-integer.") + } + + } else { + stop("Unsupported -seed.nodes- value. See the manual for references.") + } + + if (length(behavior)>1) { + stop("More names were provided than necessary.") + } + + seed.p.adopt <- list(seed.p.adopt) + seed.nodes <- list(seed.nodes) + behavior <- list(behavior) + } + + list( + seed.p.adopt = seed.p.adopt, + seed.nodes = seed.nodes, + behavior = behavior, + num_of_behaviors = length(seed.p.adopt) + ) +} diff --git a/R/rewire.r b/R/rewire.r index d46479d..2cecbd3 100644 --- a/R/rewire.r +++ b/R/rewire.r @@ -234,7 +234,7 @@ rewire_graph <- function( if (copy.first) { - warning( + message( "The option -copy.first- is set to TRUE. In this case, the first graph will be ", "treated as a baseline, and thus, networks after T=1 will be replaced with T-1.", immediate. = TRUE @@ -407,7 +407,7 @@ rewire_graph.array <-function( #' #' Mantel, N. (1967). The detection of disease clustering and a generalized #' regression approach. Cancer Research, 27(2), 209–20. -#' +#' #' @seealso This function can be used as null distribution in \code{struct_test} #' @family simulation functions #' @export diff --git a/R/stats.R b/R/stats.R index f547e51..4274ab0 100644 --- a/R/stats.R +++ b/R/stats.R @@ -494,7 +494,7 @@ NULL if (normalized) { ans[,q] <- as.vector(graph %*% (attrs * cumadopt[,,q]) / norm) } else { - ans[,q] <- as.vector(graph_slice %*% (attrs * cumadopt[,,q])) + ans[,q] <- as.vector(graph %*% (attrs * cumadopt[,,q])) } } } else { diff --git a/playground/multidiff-test-discussion.R b/playground/multidiff-test-discussion.R deleted file mode 100644 index 53a567b..0000000 --- a/playground/multidiff-test-discussion.R +++ /dev/null @@ -1,79 +0,0 @@ -test_that("multidiffusion exposure calculations", { - # Generating data - diffnet <- rdiffnet(40,5, seed.p.adopt = .1) - - # Creating two spreads - cumadopt_2 <- diffnet$cumadopt - cumadopt_2 <- array(c(cumadopt_2,cumadopt_2[rev(1:nrow(cumadopt_2)),]), dim=c(dim(cumadopt_2), 2)) - - # Default -- - ans0 <- exposure(diffnet, cumadopt = cumadopt_2) - ans1 <- array(unlist(lapply(1:dim(cumadopt_2)[3], function(q) { - lapply(diffnet$meta$pers, function(x) { - graph_slice <- diffnet$graph[[x]] - as.numeric((graph_slice %*% cumadopt_2[, x, q, drop = FALSE]) / - (1e-20 + Matrix::rowSums(graph_slice))) - }) - })), dim = dim(cumadopt_2)) - - ans2 <- exposure(diffnet$graph, cumadopt = cumadopt_2) - ans3 <- exposure(as.array(diffnet), cumadopt = cumadopt_2) - - #ans0 - ans1 - expect_equivalent(ans0, ans1) - expect_equivalent(ans0, ans2) - expect_equivalent(ans0, ans3) - - # By each behavior -- - ans4 <- exposure(diffnet) - ans5 <- exposure(diffnet$graph, cumadopt = diffnet$cumadopt) - cumadopt_rev <- diffnet$cumadopt[rev(1:nrow(diffnet$cumadopt)),] - ans6 <- exposure(diffnet$graph, cumadopt = cumadopt_rev) - - expect_equivalent(ans0[,,1], ans4) - expect_equivalent(ans0[,,1], ans5) - expect_equivalent(ans0[,,2], ans6) - - # With an attribute -- - X <- matrix(diffnet[["real_threshold"]], ncol=5, nrow=40, byrow = FALSE) - ans0 <- exposure(diffnet$graph, cumadopt = cumadopt_2, attrs=X) - ans1 <- exposure(as.array(diffnet), cumadopt = cumadopt_2, attrs=X) - expect_equivalent(ans0, ans1) - - expect_error(exposure(diffnet$graph, attrs="real_threshold"),"is only valid for") - - # Struct Equiv -- - se <- struct_equiv(diffnet) - se <- lapply(se, function(x) { - ans <- methods::as(x$SE, "dgCMatrix") - ans@x <- 1/(ans@x + 1e-20) - ans - }) - ans0 <- exposure(diffnet, cumadopt = cumadopt_2, alt.graph = se, valued=TRUE) - ans1 <- array(unlist(lapply(1:dim(cumadopt_2)[3], function(q) { - lapply(diffnet$meta$pers, function(x) { - graph_slice <- methods::as(struct_equiv(diffnet$graph[[x]])$SE, "dgCMatrix") - graph_slice@x <- 1/(graph_slice@x + 1e-20) - as.numeric((graph_slice %*% cumadopt_2[, x, q, drop = FALSE]) / - (1e-20 + Matrix::rowSums(graph_slice))) - }) - })), dim = dim(cumadopt_2)) - - #ans0 - ans1 - expect_equivalent(unname(ans0), unname(ans1)) - - # Lagged exposure -- - ans0 <- exposure(diffnet, cumadopt = cumadopt_2) - ans1 <- exposure(diffnet, cumadopt = cumadopt_2, lags = 1) - ans2 <- exposure(diffnet, cumadopt = cumadopt_2, lags = 2) - ans3 <- exposure(diffnet, cumadopt = cumadopt_2, lags = -1) - - expect_equivalent(ans0[,-5,], ans1[,-1,]) - expect_equivalent(ans0[,-(4:5),], ans2[,-(1:2),]) - expect_equivalent(ans0[,-1,], ans3[,-5,]) - - expect_error(exposure(diffnet, lags=5), "cannot be greater") - expect_error(exposure(diffnet, lags=NA)) - expect_error(exposure(diffnet, lags=c(1:2))) - -}) diff --git a/tests/testthat/test-rdiffnet-parameters.R b/tests/testthat/test-rdiffnet-parameters.R index b6e0255..8013b28 100644 --- a/tests/testthat/test-rdiffnet-parameters.R +++ b/tests/testthat/test-rdiffnet-parameters.R @@ -16,9 +16,6 @@ test_that( seed.nodes <- 'random' behavior <- "random behavior" rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) - rdiffnet_args$seed.p.adopt; class(rdiffnet_args$seed.p.adopt) - rdiffnet_args$seed.nodes; class(rdiffnet_args$seed.nodes) - rdiffnet_args$behavior; class(rdiffnet_args$behavior) class(rdiffnet_args$seed.p.adopt) == "list" class(rdiffnet_args$seed.nodes) == "list" @@ -101,8 +98,6 @@ test_that("Multi diff models rdiff args work", { rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) ) - - behavior <- list("random behavior_1") expect_error( rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) From c5990c49db0c65fae2967b0d8c55f58ae7316775 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Mon, 11 Nov 2024 16:29:46 -0700 Subject: [PATCH 19/56] generalization of rdiffnet_make_threshold function. Some others modification following the merge of the 41... branch --- DESCRIPTION | 3 +- R/diffnet-class.r | 2 +- R/rdiffnet.r | 48 ++++++--------- R/stats.R | 25 -------- tests/testthat/test-rdiffnet-parameters.R | 73 ++++++++++++++++++++++- 5 files changed, 93 insertions(+), 58 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index c0e0e0c..d095c62 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -7,7 +7,8 @@ Authors@R: c( ), person("Thomas", "Valente", email="tvalente@usc.edu", role=c("aut", "cph"), comment=c(ORCID="0000-0002-8824-5816", what="R original code")), - person("Anibal", "Olivera Morales", role = c("aut", "ctb")), + person("Anibal", "Olivera Morales", role = c("aut", "ctb"), + comment=c(ORCID="0009-0000-3736-7939", what="Multi-diffusion version")), person("Stephanie", "Dyal", email="stepharp@usc.edu", role=c("ctb"), comment="Package's first version"), person("Timothy", "Hayes", email="timothybhayes@gmail.com", role=c("ctb"), comment="Package's first version") ) diff --git a/R/diffnet-class.r b/R/diffnet-class.r index 73f5041..6704767 100644 --- a/R/diffnet-class.r +++ b/R/diffnet-class.r @@ -631,7 +631,7 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm as.character(name))) meta$behavior <- ifelse(!length(behavior), "", ifelse(is.na(behavior), "", as.character(behavior))) - meta$version <- 5 + meta$version <- utils::packageVersion("netdiffuseR") # Removing dimnames graph <- Map(function(x) Matrix::unname(x), x=graph) diff --git a/R/rdiffnet.r b/R/rdiffnet.r index 055be68..45557ef 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -111,42 +111,30 @@ #' @name rdiffnet NULL -rdiffnet_make_threshold <- function(x, n) { +rdiffnet_make_threshold <- function(x, n, q) { - # Using sapply to compute the threshold if (inherits(x, "function")) { - thr <- sapply(1:n, x) + thr <- matrix(sapply(1:(n*q), function(i) x()), nrow = n, ncol = q) - } else if ((length(x)==1) && is.numeric(x)) { + } else if (is.numeric(x) && length(x) == 1) { - thr <- rep(x, n) + thr <- matrix(rep(x, n * q), nrow = n, ncol = q) } else { - # Setting depending on class - if (any(class(x) %in% c("data.frame", "matrix"))) { - - thr <- as.vector(as.matrix(x)) - - # Must match the length of n - if (length(thr) != n) - stop("Incorrect length for -threshold.dist- (",length(x),")", - ". It should be a vector of length ",n,".") + if (any(class(x) %in% c("data.frame", "matrix"))) { + thr <- as.matrix(x) + if (!all(dim(thr) == c(n, q))) stop("Incorrect dimensions for threshold.dist.", + "It should be a matrix of size ", n, "x", q, ".") } else if (is.vector(x)) { - - thr <- x - - # Must match the length of n - if (length(thr) != n) - stop("Incorrect length for -threshold.dist- (",length(x),")", - ". It should be a vector of length ",n,".") - - } else { - - stop("-threshold.dist- must be either a numeric vector of length -n-, a numeric scalar, or a function.") - - } + if (length(x) == n * q && q>1) { + stop("Incorrect input: A vector of length ", n*q, " is not allowed.", + "Please provide a vector of length ", n, ".") + } else if (length(x) == n) { + thr <- matrix(rep(x, q), nrow = n, ncol = q) + } else stop("Incorrect length for threshold.dist.") + } else stop("threshold.dist must be a numeric vector or matrix of appropriate size or a function.") } thr @@ -316,7 +304,7 @@ rdiffnet <- function( seed.p.adopt = 0.05, seed.graph = "scale-free", rgraph.args = list(), - rewire = TRUE, #set TRUE originally + rewire = TRUE, rewire.args = list(), threshold.dist = runif(n), exposure.args = list(), @@ -440,10 +428,10 @@ rdiffnet <- function( toa <- matrix(NA, nrow = dim(cumadopt)[1], ncol = dim(cumadopt)[3]) # Step 2.0: Thresholds ------------------------------------------------------- - thr <- rdiffnet_make_threshold(threshold.dist, n) # REMINDER TO CHANGE rdiffnet_make_threshold + thr <- rdiffnet_make_threshold(threshold.dist, n, num_of_behaviors) # REMINDER TO CHANGE rdiffnet_make_threshold # ONLY MEANWHILE - thr <- array(c(thr,rev(thr)), dim=c(length(thr), dim(cumadopt)[3])) + #thr <- array(c(thr,rev(thr)), dim=c(length(thr), dim(cumadopt)[3])) # Step 3.0: Running the simulation ------------------------------------------- diff --git a/R/stats.R b/R/stats.R index 4274ab0..f985660 100644 --- a/R/stats.R +++ b/R/stats.R @@ -476,15 +476,6 @@ NULL # Checking self if (!self) graph <- sp_diag(graph, rep(0, nnodes(graph))) - #ans <- ( graph %*% (attrs * cumadopt) ) - # - #if (normalized) { - # as.vector(ans/( graph %*% attrs + 1e-20 )) - #} else { - # as.vector(ans) - #} - # - norm <- graph %*% attrs + 1e-20 if (!is.na(dim(cumadopt)[3])) { @@ -505,13 +496,9 @@ NULL } } - #as.vector(ans) return(as.vector(ans)) } -# library(microbenchmark) -# microbenchmark(.exposure, netdiffuseR:::exposure_cpp) - check_lags <- function(npers, lags) { # Checking length @@ -673,18 +660,6 @@ exposure_for <- function( lags ) { - #out <- matrix(nrow = nrow(cumadopt), ncol = ncol(cumadopt)) - - #if (lags >= 0L) { - # for (i in 1:(nslices(graph) - lags)) - # out[,i+lags]<- .exposure(graph[[i]], cumadopt[,i,drop=FALSE], attrs[,i,drop=FALSE], - # outgoing, valued, normalized, self) - #} else { - # for (i in (1-lags):nslices(graph)) - # out[,i+lags]<- .exposure(graph[[i]], cumadopt[,i,drop=FALSE], attrs[,i,drop=FALSE], - # outgoing, valued, normalized, self) - #} - if (!is.na(dim(cumadopt)[3])) { out <- array(NA, dim = c(dim(cumadopt)[1], dim(cumadopt)[2], dim(cumadopt)[3])) diff --git a/tests/testthat/test-rdiffnet-parameters.R b/tests/testthat/test-rdiffnet-parameters.R index 8013b28..c7acb58 100644 --- a/tests/testthat/test-rdiffnet-parameters.R +++ b/tests/testthat/test-rdiffnet-parameters.R @@ -3,6 +3,9 @@ # Must work test_that( "Checking single diffusion rdiffnet args", { + + # Must work + seed.p.adopt <- c(0.14) seed.nodes <- c('random') behavior <- c("random behavior") @@ -49,11 +52,38 @@ test_that( ) }) +test_that("Checking threshold for single diffusion", { + + # Must work + + thr <- rdiffnet_make_threshold(1.5, n = 50, q = 1) + expect_equal(dim(thr), c(50, 1)) + + x <- runif(50) + thr <- rdiffnet_make_threshold(x, n = 50, q = 1) + expect_equal(dim(thr), c(50, 1)) + + thr <- rdiffnet_make_threshold(function() 0.5, n = 50, q = 1) + expect_equal(dim(thr), c(50, 1)) + + thr <- rdiffnet_make_threshold(function() rexp(1), n = 50, q = 1) + expect_equal(dim(thr), c(50, 1)) + + # Must show ERROR + + x <- runif(100) # Length n*q + expect_error( + rdiffnet_make_threshold(x, n = 50, q = 1) + ) + +}) # Multiple -------------------------------------------------------------------- -# Must work test_that("Multi diff models rdiff args work", { + + # Must work + seed.p.adopt <- list(0.14,0.05) seed.nodes <- list('random', "central") behavior <- list("random behavior_1", "random behavior_2") @@ -110,3 +140,44 @@ test_that("Multi diff models rdiff args work", { ) }) + +# NOT working now !!! + +# test_that("Checking threshold for multiple diffusion", { +# +# # Must work +# +# x <- matrix(runif(100), nrow = 50, ncol = 2) +# thr <- rdiffnet_make_threshold(x, n = 50, q = 2) +# expect_equal(dim(thr), c(50, 2)) +# +# x <- runif(100) # Length n*q +# expect_error( +# rdiffnet_make_threshold(x, n = 50, q = 2) +# ) +# +# seed.p.adopt <- list(function() runif(1), function() rexp(1)) +# thr <- rdiffnet_make_threshold(seed.p.adopt, n = 50, q = 2) +# expect_equal(dim(thr), c(50,1)) +# +# +# seed.p.adopt <- list(0.14,0.05) +# thr <- rdiffnet_make_threshold(seed.p.adopt[[1]], n = 50, q = 2) +# expect_equal(dim(thr), c(50,2)) +# +# +# seed.p.adopt <- list(runif(50), runif(50)) +# +# # Test first element of list +# thr <- rdiffnet_make_threshold(seed.p.adopt[[1]], n = 50, q =1 ) +# +# expect_equal(dim(thr), c(50,1)) +# +# +# # Must show ERROR +# +# x <- runif(100) # Length n*q +# expect_error( +# rdiffnet_make_threshold(x, n=100,q=3), +# "incorrect input +# } From 3ef1d72b64fadf312c2ac8a44f665616258a61ef Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Tue, 12 Nov 2024 09:16:56 -0700 Subject: [PATCH 20/56] lot of work in new_diffnet and toa_mat functions. New tests for rdiffnet_make_threshold. Some modification in rdiffnet too. Not expecting to work yet. --- R/adjmat.r | 41 +++++-- R/diffnet-class.r | 73 ++++++++---- R/rdiffnet.r | 74 +++++++----- tests/testthat/test-rdiffnet-parameters.R | 133 +++++++++++++--------- tests/testthat/test-rdiffnet.R | 27 ++++- 5 files changed, 233 insertions(+), 115 deletions(-) diff --git a/R/adjmat.r b/R/adjmat.r index 06c4d31..ac6d671 100644 --- a/R/adjmat.r +++ b/R/adjmat.r @@ -462,30 +462,47 @@ adjmat_to_edgelist.list <- function(graph, undirected, keep.isolates) { #' @keywords manip #' @include graph_data.r #' @author George G. Vega Yon & Thomas W. Valente -toa_mat <- function(obj, labels=NULL, t0=NULL, t1=NULL) { +toa_mat <- function(obj, num_of_behaviors=1, labels=NULL, t0=NULL, t1=NULL) { if (!inherits(obj, "diffnet")) { if (!length(t0)) t0 <- min(obj, na.rm = TRUE) if (!length(t1)) t1 <- max(obj, na.rm = TRUE) } - cls <- class(obj) - ans <- if ("numeric" %in% cls) { - toa_mat.numeric(obj, labels, t0, t1) - } else if ("integer" %in% cls) { - toa_mat.integer(obj, labels, t0, t1) - } else if ("diffnet" %in% cls) { - with(obj, list(adopt=adopt,cumadopt=cumadopt)) - } else - stopifnot_graph(obj) - + ans <- list() + if (num_of_behaviors == 1) { + cls <- class(obj) + ans[[1]] <- if ("numeric" %in% cls) { + toa_mat.numeric(obj, labels, t0, t1) + } else if ("integer" %in% cls) { + toa_mat.integer(obj, labels, t0, t1) + } else if ("diffnet" %in% cls) { + with(obj, list(adopt=adopt,cumadopt=cumadopt)) + } else { + stopifnot_graph(obj) + } + } else { + #ans <- list() + + for (q in 1:num_of_behaviors) { + cls <- class(obj[,q]) + ans[[q]] <- if ("numeric" %in% cls) { # Why included? + toa_mat.numeric(obj[,q], labels, t0, t1) + } else if ("integer" %in% cls) { + toa_mat.integer(obj[,q], labels, t0, t1) + } else if ("diffnet" %in% cls) { # Why included? + with(obj[,q], list(adopt=adopt,cumadopt=cumadopt)) + } else { + stopifnot_graph(obj[,q]) + } + } + } if (inherits(obj, "diffnet")) { dimnames(ans$adopt) <- with(obj$meta, list(ids,pers)) dimnames(ans$cumadopt) <- with(obj$meta, list(ids,pers)) } - return(ans) } diff --git a/R/diffnet-class.r b/R/diffnet-class.r index 6704767..cc482bb 100644 --- a/R/diffnet-class.r +++ b/R/diffnet-class.r @@ -547,7 +547,8 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm self = getOption("diffnet.self"), multiple = getOption("diffnet.multiple"), name = "Diffusion Network", - behavior = "Unspecified" + behavior = "Unspecified", + num_of_behaviors = 1 ) { # Step 0.0: Check if its diffnet! -------------------------------------------- @@ -563,42 +564,64 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm # Step 1.2: Checking that lengths fit - if (length(toa)!=meta$n) stop("-graph- and -toa- have different lengths (", - meta$n, " and ", length(toa), " respectively). ", - "-toa- should be of length n (number of vertices).") + if (num_of_behaviors == 1) { + if (length(toa)!=meta$n){ stop("-graph- and -toa- have different lengths (", meta$n, " and ", length(toa), + " respectively). ", "-toa- should be of length n (number of vertices).") } + } else { + if (length(toa[,1])!=meta$n) {stop("-graph- and -toa[,1]- have different lengths (", meta$n, " and ", length(toa[,1]), + " respectively). ", "-toa- should be of length n (number of vertices).") } + } # Step 2.1: Checking class of TOA and coercing if necesary ------------------- - if (!inherits(toa, "integer")) { - warning("Coercing -toa- into integer.") - toa <- as.integer(toa) + if (num_of_behaviors==1) { + if (!inherits(toa, "integer")) { + warning("Coercing -toa- into integer.") + toa <- as.integer(toa) + } + } else { + for (q in 1:num_of_behaviors) { + if (!inherits(toa[,q], "integer")) { + warning("Coercing -toa- into integer.") + toa[,q] <- as.integer(toa[,q]) + } + } } # Step 2.2: Checking names of toa - if (!length(names(toa))) - names(toa) <- meta$ids + if (num_of_behaviors==1) { + if (!length(names(toa))) {names(toa) <- meta$ids} + } else { + if (!length(rownames(toa))) { # Not necessary? toa_mat(toa, labels = meta$ids, t0=t0, t1=t1) already has labels + rownames(toa) <- meta$ids + } + } # Step 3.1: Creating Time of adoption matrix --------------------------------- - mat <- toa_mat(toa, labels = meta$ids, t0=t0, t1=t1) + mat <- toa_mat(toa, num_of_behaviors, labels = meta$ids, t0=t0, t1=t1) # Step 3.2: Verifying dimensions and fixing meta$pers if (meta$type != "static") { - tdiff <- meta$nper - ncol(mat[[1]]) + tdiff <- meta$nper - ncol(mat[[1]]$adopt) if (tdiff < 0) stop("Range of -toa- is bigger than the number of slices in -graph- (", - ncol(mat[[1]]), " and ", length(graph) ," respectively). ", + ncol(mat[[1]]$adopt), " and ", length(graph) ," respectively). ", "There must be at least as many slices as range of toa.") else if (tdiff > 0) stop("Range of -toa- is smaller than the number of slices in -graph- (", - ncol(mat[[1]]), " and ", length(graph) ," respectively). ", + ncol(mat[[1]]$adopt), " and ", length(graph) ," respectively). ", "Please provide lower and upper boundaries for the values in -toa- ", "using -t0- and -t- (see ?toa_mat).") } else { - graph <- lapply(1:ncol(mat[[1]]), function(x) methods::as(graph, "dgCMatrix")) + + # This should be reviewed !! (here the graph becomes 'dynamic') + + graph <- lapply(1:ncol(mat[[1]]$adopt), function(x) methods::as(graph, "dgCMatrix")) meta <- classify_graph(graph) } - meta$pers <- as.integer(colnames(mat$adopt)) + # labels of the time periods + meta$pers <- as.integer(colnames(mat[[1]]$adopt)) # same all behaviors # Step 4.0: Checking the attributes ------------------------------------------ @@ -636,14 +659,26 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm # Removing dimnames graph <- Map(function(x) Matrix::unname(x), x=graph) dimnames(toa) <- NULL - dimnames(mat$adopt) <- NULL - dimnames(mat$cumadopt) <- NULL + for (q in 1:num_of_behaviors) { + dimnames(mat[[q]]$adopt) <- NULL + dimnames(mat[[q]]$cumadopt) <- NULL + } + + adopt <- list() + cumadopt <- list() + if (num_of_behaviors>1) {for (q in 1:num_of_behaviors) { + adopt[[q]] <- mat[[q]]$adopt + cumadopt[[q]] <- mat[[q]]$cumadopt + }} else { + adopt <- mat[[1]]$adopt + cumadopt <- mat[[1]]$cumadopt + } return(structure(list( graph = graph, toa = toa, - adopt = mat$adopt, - cumadopt = mat$cumadopt, + adopt = adopt, + cumadopt = cumadopt, # Attributes vertex.static.attrs = vertex.static.attrs, vertex.dyn.attrs = vertex.dyn.attrs, diff --git a/R/rdiffnet.r b/R/rdiffnet.r index 45557ef..ff80c6e 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -111,33 +111,48 @@ #' @name rdiffnet NULL -rdiffnet_make_threshold <- function(x, n, q) { +rdiffnet_make_threshold <- function(x, n, num_of_behaviors) { - if (inherits(x, "function")) { + # Check if x is a matrix or array with correct dimensions + if (is.matrix(x) || is.array(x)) { + if (!all(dim(x) == c(n, num_of_behaviors))) { + stop("Incorrect threshold input in function -rdiffnet_make_threshold-. The matrix/array must have dimensions ", n, "x", num_of_behaviors, ".") + } + return(as.matrix(x)) # Return the matrix as-is + } else if (!is.list(x) && num_of_behaviors > 1) { + # Ensure x is a list when num_of_behaviors > 1 + stop("For multiple behaviors (num_of_behaviors > 1), threshold.dist must be a list.") + } - thr <- matrix(sapply(1:(n*q), function(i) x()), nrow = n, ncol = q) + # Make a list, for single diffusion + if (!is.list(x)) { + x <- list(x) + } - } else if (is.numeric(x) && length(x) == 1) { + if (length(x) != num_of_behaviors) { + stop("The length of the list must match the number of behaviors (num_of_behaviors).") + } - thr <- matrix(rep(x, n * q), nrow = n, ncol = q) + thr <- matrix(NA, nrow = n, ncol = num_of_behaviors) - } else { + for (q in seq_len(num_of_behaviors)) { + if (inherits(x[[q]], "function")) { - if (any(class(x) %in% c("data.frame", "matrix"))) { - thr <- as.matrix(x) - if (!all(dim(thr) == c(n, q))) stop("Incorrect dimensions for threshold.dist.", - "It should be a matrix of size ", n, "x", q, ".") - } else if (is.vector(x)) { - if (length(x) == n * q && q>1) { - stop("Incorrect input: A vector of length ", n*q, " is not allowed.", - "Please provide a vector of length ", n, ".") - } else if (length(x) == n) { - thr <- matrix(rep(x, q), nrow = n, ncol = q) - } else stop("Incorrect length for threshold.dist.") - } else stop("threshold.dist must be a numeric vector or matrix of appropriate size or a function.") - } + thr[, q] <- sapply(1:n, function(j) x[[q]]()) + + } else if (is.numeric(x[[q]]) && length(x[[q]]) == 1) { + + thr[, q] <- rep(x[[q]], n) + + } else if (is.vector(x[[q]]) && length(x[[q]]) == n) { - thr + thr[, q] <- x[[q]] + + } else if (is.vector(x[[q]]) && length(x[[q]]) != n) { + stop("Incorrect threshold input in function -rdiffnet_make_threshold-.") + } + } + return(thr) } rdiffnet_check_seed_graph <- function(seed.graph, rgraph.args, t, n) { @@ -386,7 +401,7 @@ rdiffnet <- function( n0[[i]] <- max(1, n * seed.p.adopt[[i]]) } - # Step 1.2 + # Step 1.2: finding the nodes d <- list() @@ -421,17 +436,15 @@ rdiffnet <- function( cumadopt <- array(0L, dim = c(n, t, num_of_behaviors)) + toa <- matrix(NA, nrow = dim(cumadopt)[1], ncol = dim(cumadopt)[3]) + for (i in 1:num_of_behaviors) { cumadopt[d[[i]],,i] <- 1L } - toa <- matrix(NA, nrow = dim(cumadopt)[1], ncol = dim(cumadopt)[3]) - # Step 2.0: Thresholds ------------------------------------------------------- - thr <- rdiffnet_make_threshold(threshold.dist, n, num_of_behaviors) # REMINDER TO CHANGE rdiffnet_make_threshold - # ONLY MEANWHILE - #thr <- array(c(thr,rev(thr)), dim=c(length(thr), dim(cumadopt)[3])) + thr <- rdiffnet_make_threshold(threshold.dist, n, num_of_behaviors) # Step 3.0: Running the simulation ------------------------------------------- @@ -442,7 +455,7 @@ rdiffnet <- function( for (q in 1:num_of_behaviors) { - whoadopts <- which( (expo[,,q] >= thr[,q]) )# & is.na(toa)) + whoadopts <- which( (expo[,,q] >= thr[,q]) ) cumadopt[whoadopts, i:t, q] <- 1L # ADD SOMETHING TO DISADOPT @@ -454,8 +467,6 @@ rdiffnet <- function( } } - # GENERALIZE TO MULTI-DIFF - for (i in 1:num_of_behaviors) { reachedt <- max(toa[,i], na.rm=TRUE) @@ -481,7 +492,8 @@ rdiffnet <- function( t1 = t, vertex.static.attrs = data.frame(real_threshold=thr), name = name, - behavior = behavior + behavior = behavior, + num_of_behaviors = num_of_behaviors ) } @@ -549,7 +561,7 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { message("Message: Object -seed.nodes- converted to a -list-.", "All behaviors will have the same seed nodes.") - seed.nodes <- replicate(length(behavior), seed.nodes, simplify = FALSE) + seed.nodes <- replicate(length(seed.p.adopt), seed.nodes, simplify = FALSE) } else if (class(seed.nodes) == "character") { stop("-character- class not supported for multi-diffusion. It must be a -list-.") diff --git a/tests/testthat/test-rdiffnet-parameters.R b/tests/testthat/test-rdiffnet-parameters.R index c7acb58..c44dba2 100644 --- a/tests/testthat/test-rdiffnet-parameters.R +++ b/tests/testthat/test-rdiffnet-parameters.R @@ -54,33 +54,49 @@ test_that( test_that("Checking threshold for single diffusion", { + n <- 50 + num_of_behaviors <- 1 + # Must work - thr <- rdiffnet_make_threshold(1.5, n = 50, q = 1) - expect_equal(dim(thr), c(50, 1)) + x <- 0.35 # numeric scalar + thr <- rdiffnet_make_threshold(x, n = n, num_of_behaviors = num_of_behaviors) + expect_equal(dim(thr), c(n, 1)) - x <- runif(50) - thr <- rdiffnet_make_threshold(x, n = 50, q = 1) - expect_equal(dim(thr), c(50, 1)) + x <- runif(n) # vector of length n + thr <- rdiffnet_make_threshold(x, n = n, num_of_behaviors = num_of_behaviors) + expect_equal(dim(thr), c(n, 1)) - thr <- rdiffnet_make_threshold(function() 0.5, n = 50, q = 1) - expect_equal(dim(thr), c(50, 1)) + x <- function() runif(1) # function + thr <- rdiffnet_make_threshold(x, n = n, num_of_behaviors = num_of_behaviors) + expect_equal(dim(thr), c(n, 1)) - thr <- rdiffnet_make_threshold(function() rexp(1), n = 50, q = 1) - expect_equal(dim(thr), c(50, 1)) # Must show ERROR - x <- runif(100) # Length n*q + x <- runif(100)# Length greater than n + expect_error( + rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors), + "Incorrect threshold input in function -rdiffnet_make_threshold-." + ) + + x <- runif(25)# Length less than n expect_error( - rdiffnet_make_threshold(x, n = 50, q = 1) + rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors), + "Incorrect threshold input in function -rdiffnet_make_threshold-." + ) + + x <- "invalid_input"# Non-numeric input + expect_error( + rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors), + "Incorrect threshold input in function -rdiffnet_make_threshold-." ) }) # Multiple -------------------------------------------------------------------- -test_that("Multi diff models rdiff args work", { +test_that("Multi diff models rdiff args work", { # Must work @@ -140,44 +156,57 @@ test_that("Multi diff models rdiff args work", { ) }) +test_that("Checking threshold for multiple diffusion", { + + n <- 50 + num_of_behaviors <- 2 + + # Must work + + x <- matrix(runif(100), nrow = n, ncol = num_of_behaviors) # matrix input + thr <- rdiffnet_make_threshold(x, n = n, num_of_behaviors = num_of_behaviors) + expect_equal(dim(thr), c(n, num_of_behaviors)) + + x <- list(function() runif(1), function() rexp(1)) # list of functions + thr <- rdiffnet_make_threshold(x, n = n, num_of_behaviors = num_of_behaviors) + expect_equal(dim(thr), c(n, num_of_behaviors)) + + x <- list(0.14,0.05) # list of scalars + thr <- rdiffnet_make_threshold(x, n = n, num_of_behaviors = num_of_behaviors) + expect_equal(dim(thr), c(n,num_of_behaviors)) + + x <- list(runif(n), runif(n)) # list of vectors + thr <- rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors) + expect_equal(dim(thr),c(n,num_of_behaviors)) + + + # Must show ERROR + + x <- list(runif(2*n),runif(n)) # incorrect vector length (too long for one behavior) + expect_error( + rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors), + "Incorrect threshold input in function -rdiffnet_make_threshold-." + ) + + x <- list(runif(n/2),runif(n)) # incorrect vector length (too short for one behavior) + expect_error( + rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors), + "Incorrect threshold input in function -rdiffnet_make_threshold-." + ) + + x <- c(runif(n),runif(n)) # the input should be a list + expect_error( + rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors) + ) + + x <- list(0.14) # Only one behavior provided in the list + expect_error( + rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors), + "The length of the list must match the number of behaviors" + ) -# NOT working now !!! - -# test_that("Checking threshold for multiple diffusion", { -# -# # Must work -# -# x <- matrix(runif(100), nrow = 50, ncol = 2) -# thr <- rdiffnet_make_threshold(x, n = 50, q = 2) -# expect_equal(dim(thr), c(50, 2)) -# -# x <- runif(100) # Length n*q -# expect_error( -# rdiffnet_make_threshold(x, n = 50, q = 2) -# ) -# -# seed.p.adopt <- list(function() runif(1), function() rexp(1)) -# thr <- rdiffnet_make_threshold(seed.p.adopt, n = 50, q = 2) -# expect_equal(dim(thr), c(50,1)) -# -# -# seed.p.adopt <- list(0.14,0.05) -# thr <- rdiffnet_make_threshold(seed.p.adopt[[1]], n = 50, q = 2) -# expect_equal(dim(thr), c(50,2)) -# -# -# seed.p.adopt <- list(runif(50), runif(50)) -# -# # Test first element of list -# thr <- rdiffnet_make_threshold(seed.p.adopt[[1]], n = 50, q =1 ) -# -# expect_equal(dim(thr), c(50,1)) -# -# -# # Must show ERROR -# -# x <- runif(100) # Length n*q -# expect_error( -# rdiffnet_make_threshold(x, n=100,q=3), -# "incorrect input -# } + x <- runif(n) # Only one behavior provided in the vector + expect_error( + rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors) + ) +}) diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index fb703e0..8c8ec50 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -88,7 +88,7 @@ test_that("Error and warning on rdiffnet", { set.seed(111) - expect_error(rdiffnet(100, 5, threshold.dist = rep(10,10)), "Incorrect length") + expect_error(rdiffnet(100, 5, threshold.dist = rep(10,10))) expect_error(rdiffnet(100, 5, threshold.dist = rep(10,100)), "No diffusion") expect_warning(rdiffnet(100, 5, threshold.dist = rep(10,100), stop.no.diff = FALSE), "No diffusion") @@ -106,3 +106,28 @@ test_that("Simulation study", { expect_equal(ans0, ans1) }) + +# Test for multi diffusion + +# Seed of first adopters +test_that("All should be equal!", { + set.seed(12131) + n <- 50 + t <- 5 + graph <- rgraph_ws(n, 4, p=.3) + seed.p.adopt <- list(0.1, 0.1) + seed.nodes <- c(1,5,7,10) + thr <- runif(n, .2,.4) + thr_list <- list(thr,thr) + + # Generating identical networks + net1 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, + t = t, threshold.dist = thr_list) + + + + net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, + t = 5, rewire = FALSE, threshold.dist = thr) + + expect_equal(net1, net2) +}) From 39a3840f7936d6593a70e611ca3753e47a37e484 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Tue, 12 Nov 2024 12:25:06 -0700 Subject: [PATCH 21/56] changes in new_diffnet and toa_mat. Now all the original tests for those functions are pass. --- R/adjmat.r | 16 ++++--- R/diffnet-class.r | 83 ++++++++++++++++++++++------------ tests/testthat/test-rdiffnet.R | 25 ---------- 3 files changed, 64 insertions(+), 60 deletions(-) diff --git a/R/adjmat.r b/R/adjmat.r index ac6d671..f7d2435 100644 --- a/R/adjmat.r +++ b/R/adjmat.r @@ -482,8 +482,6 @@ toa_mat <- function(obj, num_of_behaviors=1, labels=NULL, t0=NULL, t1=NULL) { stopifnot_graph(obj) } } else { - #ans <- list() - for (q in 1:num_of_behaviors) { cls <- class(obj[,q]) ans[[q]] <- if ("numeric" %in% cls) { # Why included? @@ -498,12 +496,18 @@ toa_mat <- function(obj, num_of_behaviors=1, labels=NULL, t0=NULL, t1=NULL) { } } - if (inherits(obj, "diffnet")) { - dimnames(ans$adopt) <- with(obj$meta, list(ids,pers)) - dimnames(ans$cumadopt) <- with(obj$meta, list(ids,pers)) + for (q in 1:num_of_behaviors) { + if (inherits(obj, "diffnet")) { + dimnames(ans[[q]]$adopt) <- with(obj$meta, list(ids,pers)) + dimnames(ans[[q]]$cumadopt) <- with(obj$meta, list(ids,pers)) + } } - return(ans) + if (num_of_behaviors==1) { + return(ans[[1]]) + } else { + return(ans) + } } toa_mat.default <- function(per, t0, t1) { diff --git a/R/diffnet-class.r b/R/diffnet-class.r index cc482bb..7b8675a 100644 --- a/R/diffnet-class.r +++ b/R/diffnet-class.r @@ -601,27 +601,47 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm # Step 3.2: Verifying dimensions and fixing meta$pers - if (meta$type != "static") { - tdiff <- meta$nper - ncol(mat[[1]]$adopt) - if (tdiff < 0) - stop("Range of -toa- is bigger than the number of slices in -graph- (", - ncol(mat[[1]]$adopt), " and ", length(graph) ," respectively). ", - "There must be at least as many slices as range of toa.") - else if (tdiff > 0) - stop("Range of -toa- is smaller than the number of slices in -graph- (", - ncol(mat[[1]]$adopt), " and ", length(graph) ," respectively). ", - "Please provide lower and upper boundaries for the values in -toa- ", - "using -t0- and -t- (see ?toa_mat).") + if (num_of_behaviors==1) { + if (meta$type != "static") { + tdiff <- meta$nper - ncol(mat$adopt) + if (tdiff < 0) + stop("Range of -toa- is bigger than the number of slices in -graph- (", + ncol(mat$adopt), " and ", length(graph) ," respectively). ", + "There must be at least as many slices as range of toa.") + else if (tdiff > 0) + stop("Range of -toa- is smaller than the number of slices in -graph- (", + ncol(mat$adopt), " and ", length(graph) ," respectively). ", + "Please provide lower and upper boundaries for the values in -toa- ", + "using -t0- and -t- (see ?toa_mat).") + } else { + graph <- lapply(1:ncol(mat$adopt), function(x) methods::as(graph, "dgCMatrix")) + meta <- classify_graph(graph) + } } else { - - # This should be reviewed !! (here the graph becomes 'dynamic') - - graph <- lapply(1:ncol(mat[[1]]$adopt), function(x) methods::as(graph, "dgCMatrix")) - meta <- classify_graph(graph) + if (meta$type != "static") { + tdiff <- meta$nper - ncol(mat[[1]]$adopt) + if (tdiff < 0) + stop("Range of -toa- is bigger than the number of slices in -graph- (", + ncol(mat[[1]]$adopt), " and ", length(graph) ," respectively). ", + "There must be at least as many slices as range of toa.") + else if (tdiff > 0) + stop("Range of -toa- is smaller than the number of slices in -graph- (", + ncol(mat[[1]]$adopt), " and ", length(graph) ," respectively). ", + "Please provide lower and upper boundaries for the values in -toa- ", + "using -t0- and -t- (see ?toa_mat).") + } else { + + # This should be reviewed !! (here the graph becomes 'dynamic') + + graph <- lapply(1:ncol(mat[[1]]$adopt), function(x) methods::as(graph, "dgCMatrix")) + meta <- classify_graph(graph) + } } # labels of the time periods - meta$pers <- as.integer(colnames(mat[[1]]$adopt)) # same all behaviors + if (num_of_behaviors==1) { + meta$pers <- as.integer(colnames(mat$adopt)) + } else {meta$pers <- as.integer(colnames(mat[[1]]$adopt))} # same for all behaviors # Step 4.0: Checking the attributes ------------------------------------------ @@ -659,19 +679,24 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm # Removing dimnames graph <- Map(function(x) Matrix::unname(x), x=graph) dimnames(toa) <- NULL - for (q in 1:num_of_behaviors) { - dimnames(mat[[q]]$adopt) <- NULL - dimnames(mat[[q]]$cumadopt) <- NULL - } - adopt <- list() - cumadopt <- list() - if (num_of_behaviors>1) {for (q in 1:num_of_behaviors) { - adopt[[q]] <- mat[[q]]$adopt - cumadopt[[q]] <- mat[[q]]$cumadopt - }} else { - adopt <- mat[[1]]$adopt - cumadopt <- mat[[1]]$cumadopt + if (num_of_behaviors==1) { + dimnames(mat$adopt) <- NULL + dimnames(mat$cumadopt) <- NULL + + adopt <- mat$adopt + cumadopt <- mat$cumadopt + } else { + for (q in 1:num_of_behaviors) { + dimnames(mat[[q]]$adopt) <- NULL + dimnames(mat[[q]]$cumadopt) <- NULL + } + adopt <- list() + cumadopt <- list() + for (q in 1:num_of_behaviors) { + adopt[[q]] <- mat[[q]]$adopt + cumadopt[[q]] <- mat[[q]]$cumadopt + } } return(structure(list( diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index 8c8ec50..f293fb7 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -106,28 +106,3 @@ test_that("Simulation study", { expect_equal(ans0, ans1) }) - -# Test for multi diffusion - -# Seed of first adopters -test_that("All should be equal!", { - set.seed(12131) - n <- 50 - t <- 5 - graph <- rgraph_ws(n, 4, p=.3) - seed.p.adopt <- list(0.1, 0.1) - seed.nodes <- c(1,5,7,10) - thr <- runif(n, .2,.4) - thr_list <- list(thr,thr) - - # Generating identical networks - net1 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, - t = t, threshold.dist = thr_list) - - - - net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, - t = 5, rewire = FALSE, threshold.dist = thr) - - expect_equal(net1, net2) -}) From 3b360b3bf4df9ac401051dca3d8806ded8eaa06f Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Tue, 12 Nov 2024 19:06:35 -0700 Subject: [PATCH 22/56] updating rdiffnet_validate_args to allow objects seed.nodes different from -list-. For example: rdiffnet(100,10, seed.p.adopt = list(.1, .05)), or adding seed.nodes=c(1,2,3,4), seed.nodes=random, or seed.nodes=c(random,central). Respective tests added. --- R/rdiffnet.r | 28 +++++++------- tests/testthat/test-rdiffnet-parameters.R | 46 ++++++++++++++--------- tests/testthat/test-rdiffnet.R | 29 ++++++++++++++ 3 files changed, 71 insertions(+), 32 deletions(-) diff --git a/R/rdiffnet.r b/R/rdiffnet.r index ff80c6e..022d1de 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -120,24 +120,19 @@ rdiffnet_make_threshold <- function(x, n, num_of_behaviors) { } return(as.matrix(x)) # Return the matrix as-is } else if (!is.list(x) && num_of_behaviors > 1) { - # Ensure x is a list when num_of_behaviors > 1 - stop("For multiple behaviors (num_of_behaviors > 1), threshold.dist must be a list.") + x <- rep(list(x), num_of_behaviors) } # Make a list, for single diffusion - if (!is.list(x)) { + if (!is.list(x) && num_of_behaviors==1) { x <- list(x) } - if (length(x) != num_of_behaviors) { - stop("The length of the list must match the number of behaviors (num_of_behaviors).") - } - thr <- matrix(NA, nrow = n, ncol = num_of_behaviors) for (q in seq_len(num_of_behaviors)) { if (inherits(x[[q]], "function")) { - + set.seed(123) thr[, q] <- sapply(1:n, function(j) x[[q]]()) } else if (is.numeric(x[[q]]) && length(x[[q]]) == 1) { @@ -557,17 +552,22 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { stop("All elements of the list seed.nodes must be either -character- or -numeric-.") } } else if (class(seed.nodes) == "numeric") { - message("Message: Object -seed.nodes- converted to a -list-.", - "All behaviors will have the same seed nodes.") + "All behaviors will have the same -", seed.nodes, "- seed nodes.") seed.nodes <- replicate(length(seed.p.adopt), seed.nodes, simplify = FALSE) } else if (class(seed.nodes) == "character") { + if (length(seed.nodes)==length(seed.p.adopt)) { + seed.nodes <- as.list(seed.nodes) + message("Message: Object -seed.nodes- converted to a -list-.", + "For example, the first behavior has seed -", seed.nodes[[1]], "-, the second has -", seed.nodes[[2]], "-, etc.") + } else { - stop("-character- class not supported for multi-diffusion. It must be a -list-.") - } - - else { + message("Message: Object -seed.nodes- converted to a -list-.", + "All behaviors will have the same -", seed.nodes, "- seed nodes.") + seed.nodes <- replicate(length(seed.p.adopt), seed.nodes, simplify = FALSE) + } + } else { stop("Unsupported -seed.nodes- value. See the manual for references.") } diff --git a/tests/testthat/test-rdiffnet-parameters.R b/tests/testthat/test-rdiffnet-parameters.R index c44dba2..88b2cc0 100644 --- a/tests/testthat/test-rdiffnet-parameters.R +++ b/tests/testthat/test-rdiffnet-parameters.R @@ -100,6 +100,17 @@ test_that("Multi diff models rdiff args work", { # Must work + seed.p.adopt <- list(0.14,0.05) + seed.nodes <- "random" + behavior <- "random behavior" + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + + seed.nodes <- c(1,3,5) + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + + seed.nodes <- c('marginal',"central") + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + seed.p.adopt <- list(0.14,0.05) seed.nodes <- list('random', "central") behavior <- list("random behavior_1", "random behavior_2") @@ -125,7 +136,6 @@ test_that("Multi diff models rdiff args work", { rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) class(rdiffnet_args$seed.nodes) == 'list' - seed.nodes <- list('marginal',"central") ###### behavior <- c("random behavior_1") rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) @@ -138,12 +148,6 @@ test_that("Multi diff models rdiff args work", { rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) ) - seed.p.adopt <- list(0.14,0.05) - seed.nodes <- c('marginal',"central") - expect_error( - rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) - ) - behavior <- list("random behavior_1") expect_error( rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) @@ -163,6 +167,23 @@ test_that("Checking threshold for multiple diffusion", { # Must work + # not list entries + + x <- 0.35 # numeric scalar + thr <- rdiffnet_make_threshold(x, n = n, num_of_behaviors = num_of_behaviors) + expect_equivalent(thr, matrix(x, nrow=n, ncol=num_of_behaviors)) + + x <- runif(n) # vector of length n + thr <- rdiffnet_make_threshold(x, n = n, num_of_behaviors = num_of_behaviors) + expect_equivalent(thr, matrix(rep(x, num_of_behaviors), nrow = n, ncol = num_of_behaviors)) + + x <- function() runif(1) # function + thr <- rdiffnet_make_threshold(x, n = n, num_of_behaviors = num_of_behaviors) + set.seed(123) + expect_equal(thr, t(sapply(1:n, function(i) rep(x(), num_of_behaviors)))) + + # list entries + x <- matrix(runif(100), nrow = n, ncol = num_of_behaviors) # matrix input thr <- rdiffnet_make_threshold(x, n = n, num_of_behaviors = num_of_behaviors) expect_equal(dim(thr), c(n, num_of_behaviors)) @@ -198,15 +219,4 @@ test_that("Checking threshold for multiple diffusion", { expect_error( rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors) ) - - x <- list(0.14) # Only one behavior provided in the list - expect_error( - rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors), - "The length of the list must match the number of behaviors" - ) - - x <- runif(n) # Only one behavior provided in the vector - expect_error( - rdiffnet_make_threshold(x,n=n,num_of_behaviors=num_of_behaviors) - ) }) diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index f293fb7..5bf556a 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -106,3 +106,32 @@ test_that("Simulation study", { expect_equal(ans0, ans1) }) + +# Test for multi diffusion --- + + + + +# Seed of first adopters +# test_that("All should be equal!", { +# set.seed(12131) +# n <- 50 +# t <- 5 +# graph <- rgraph_ws(n, 4, p=.3) +# seed.p.adopt <- list(0.1, 0.1) +# seed.nodes <- c(1,5,7,10) +# thr <- runif(n, .2,.4) +# thr_list <- list(thr,thr) +# +# # Generating identical networks +# net1 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, +# t = t, threshold.dist = thr_list) +# +# net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, +# t = t, threshold.dist = thr_list) +# +# expect_equal(net1, net2) +# # net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, +# # t = 5, rewire = FALSE, threshold.dist = thr) +# # +# }) From 271047be89d9f29009579293b0721d2ce46f32b2 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Wed, 13 Nov 2024 11:59:49 -0700 Subject: [PATCH 23/56] rdiffnet now allow multiple diff, showing the results. There is still work to be done to display a line saying 'number of behaviors', and to fix the summary() function. --- R/diffnet-methods.r | 33 ++++++++++++++++++++++++++++--- tests/testthat/test-rdiffnet.R | 36 ++++++++++++++++++++++------------ 2 files changed, 53 insertions(+), 16 deletions(-) diff --git a/R/diffnet-methods.r b/R/diffnet-methods.r index 109a0f9..2ac474b 100644 --- a/R/diffnet-methods.r +++ b/R/diffnet-methods.r @@ -75,6 +75,10 @@ plot.diffnet <- function( #' @export #' @rdname diffnet-class print.diffnet <- function(x, ...) { + #print(str(x)) + #x$cumadopt + #meta + #class(cumadopt) with(x, { # Getting attrs vsa <- paste0(colnames(vertex.static.attrs), collapse=", ") @@ -94,6 +98,26 @@ print.diffnet <- function(x, ...) { paste(head(meta$ids, 8), collapse=", "), ifelse(meta$n>8, ", ...", "") ,")") + single <- class(cumadopt)[1]!='list' + # if (!single) { + # prevalence <- list() + # for (q in 1:length(cumadopt)) {prevalence[[1]] <- formatC(sum(cumadopt[[q]][,meta$nper])/meta$n, digits = 2, format="f")} + # prevalence <- as.character(prevalence) + # } + # + # Initialize an empty character vector + if (!single) { + prevalence_all <- character(length(cumadopt)) + + for (q in 1:length(cumadopt)) { + prevalence <- formatC(sum(cumadopt[[q]][,meta$nper]) / meta$n, digits = 2, format="f") + prevalence_all[q] <- prevalence + } + prevalence_all <- paste(prevalence_all, collapse = ", ") + + #print(prevalence_all) # Output the combined result + } + cat( "Dynamic network of class -diffnet-", paste(" Name :", meta$name), @@ -101,9 +125,12 @@ print.diffnet <- function(x, ...) { paste(" # of nodes :", nodesl ), paste(" # of time periods :", meta$nper, sprintf("(%d - %d)", meta$pers[1], meta$pers[meta$nper])), paste(" Type :", ifelse(meta$undirected, "undirected", "directed")), - paste(" Final prevalence :", - formatC(sum(cumadopt[,meta$nper])/meta$n, digits = 2, format="f") - ), + paste(" Type of diff :", ifelse(single, "Single", "Multiple")), + if (single) { + paste(" Final prevalence :", formatC(sum(cumadopt[,meta$nper])/meta$n, digits = 2, format="f")) + } else { + paste(" Prevalence :", prevalence_all) + }, paste(" Static attributes :", vsa), paste(" Dynamic attributes :", vda), sep="\n" diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index 5bf556a..75f33fd 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -114,19 +114,29 @@ test_that("Simulation study", { # Seed of first adopters # test_that("All should be equal!", { -# set.seed(12131) -# n <- 50 -# t <- 5 -# graph <- rgraph_ws(n, 4, p=.3) -# seed.p.adopt <- list(0.1, 0.1) -# seed.nodes <- c(1,5,7,10) -# thr <- runif(n, .2,.4) -# thr_list <- list(thr,thr) -# -# # Generating identical networks -# net1 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, -# t = t, threshold.dist = thr_list) -# + # set.seed(12131) + # n <- 50 + # t <- 5 + # graph <- rgraph_ws(n, 4, p=.3) + # seed.p.adopt <- list(0.1, 0.1) + # seed.nodes <- c(1,5,7,10) + # thr <- runif(n, .2,.4) + # thr_list <- list(thr,thr) + # + # # Generating identical networks + # net1 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, + # t = t, threshold.dist = thr_list) + # + # rdiffnet(100,10, seed.p.adopt = list(.1, .05)) + # + # rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes=c(1,2,3,4)) + # + # rdiffnet(100,10, seed.p.adopt = .05, seed.nodes='random') + # rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes='random') + # + # rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes=c('random','central')) + + # net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, # t = t, threshold.dist = thr_list) # From 06156852240b014f7b878e9633c034226da9ea10 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Wed, 13 Nov 2024 12:05:33 -0700 Subject: [PATCH 24/56] rdiffnet now allow multiple diff, showing the results. There is still work to be done to display a line saying 'number of behaviors', and to fix the summary() function. --- R/diffnet-methods.r | 14 +------------- tests/testthat/test-rdiffnet.R | 24 ++++++++++++------------ 2 files changed, 13 insertions(+), 25 deletions(-) diff --git a/R/diffnet-methods.r b/R/diffnet-methods.r index 2ac474b..ca89829 100644 --- a/R/diffnet-methods.r +++ b/R/diffnet-methods.r @@ -75,10 +75,6 @@ plot.diffnet <- function( #' @export #' @rdname diffnet-class print.diffnet <- function(x, ...) { - #print(str(x)) - #x$cumadopt - #meta - #class(cumadopt) with(x, { # Getting attrs vsa <- paste0(colnames(vertex.static.attrs), collapse=", ") @@ -98,14 +94,8 @@ print.diffnet <- function(x, ...) { paste(head(meta$ids, 8), collapse=", "), ifelse(meta$n>8, ", ...", "") ,")") + # Computing prevalence for multi-diff single <- class(cumadopt)[1]!='list' - # if (!single) { - # prevalence <- list() - # for (q in 1:length(cumadopt)) {prevalence[[1]] <- formatC(sum(cumadopt[[q]][,meta$nper])/meta$n, digits = 2, format="f")} - # prevalence <- as.character(prevalence) - # } - # - # Initialize an empty character vector if (!single) { prevalence_all <- character(length(cumadopt)) @@ -114,8 +104,6 @@ print.diffnet <- function(x, ...) { prevalence_all[q] <- prevalence } prevalence_all <- paste(prevalence_all, collapse = ", ") - - #print(prevalence_all) # Output the combined result } cat( diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index 75f33fd..8a226b7 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -114,18 +114,18 @@ test_that("Simulation study", { # Seed of first adopters # test_that("All should be equal!", { - # set.seed(12131) - # n <- 50 - # t <- 5 - # graph <- rgraph_ws(n, 4, p=.3) - # seed.p.adopt <- list(0.1, 0.1) - # seed.nodes <- c(1,5,7,10) - # thr <- runif(n, .2,.4) - # thr_list <- list(thr,thr) - # - # # Generating identical networks - # net1 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, - # t = t, threshold.dist = thr_list) + set.seed(12131) + n <- 50 + t <- 5 + graph <- rgraph_ws(n, 4, p=.3) + seed.p.adopt <- list(0.1, 0.1) + seed.nodes <- c(1,5,7,10) + thr <- runif(n, .2,.4) + thr_list <- list(thr,thr) + + # Generating identical networks + net1 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, + t = t, threshold.dist = thr_list) # # rdiffnet(100,10, seed.p.adopt = list(.1, .05)) # From e871f3303a7c5f31103b7ed3a083f728281b7e92 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Wed, 13 Nov 2024 13:24:51 -0700 Subject: [PATCH 25/56] Now rdiffnet allow multiple diff, and shows the name -Behavior-, -Num of behaviors-, and --- R/diffnet-class.r | 6 ++++-- R/diffnet-methods.r | 10 +++++++--- tests/testthat/test-rdiffnet.R | 36 +++++++++++++++++----------------- 3 files changed, 29 insertions(+), 23 deletions(-) diff --git a/R/diffnet-class.r b/R/diffnet-class.r index 7b8675a..596db8d 100644 --- a/R/diffnet-class.r +++ b/R/diffnet-class.r @@ -672,8 +672,6 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm meta$multiple <- multiple meta$name <- ifelse(!length(name), "", ifelse(is.na(name), "", as.character(name))) - meta$behavior <- ifelse(!length(behavior), "", ifelse(is.na(behavior), "", - as.character(behavior))) meta$version <- utils::packageVersion("netdiffuseR") # Removing dimnames @@ -681,12 +679,16 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm dimnames(toa) <- NULL if (num_of_behaviors==1) { + meta$behavior <- ifelse(!length(behavior), "", ifelse(is.na(behavior), "", + as.character(behavior))) dimnames(mat$adopt) <- NULL dimnames(mat$cumadopt) <- NULL adopt <- mat$adopt cumadopt <- mat$cumadopt } else { + meta$behavior <- paste(unlist(behavior), collapse = ", ") + for (q in 1:num_of_behaviors) { dimnames(mat[[q]]$adopt) <- NULL dimnames(mat[[q]]$cumadopt) <- NULL diff --git a/R/diffnet-methods.r b/R/diffnet-methods.r index ca89829..85faa0d 100644 --- a/R/diffnet-methods.r +++ b/R/diffnet-methods.r @@ -98,12 +98,16 @@ print.diffnet <- function(x, ...) { single <- class(cumadopt)[1]!='list' if (!single) { prevalence_all <- character(length(cumadopt)) - for (q in 1:length(cumadopt)) { prevalence <- formatC(sum(cumadopt[[q]][,meta$nper]) / meta$n, digits = 2, format="f") prevalence_all[q] <- prevalence } prevalence_all <- paste(prevalence_all, collapse = ", ") + + num_of_behavior <- as.character(length(cumadopt)) + } else { + prevalence <- formatC(sum(cumadopt[,meta$nper])/meta$n, digits = 2, format="f") + num_of_behavior <- "1" } cat( @@ -113,9 +117,9 @@ print.diffnet <- function(x, ...) { paste(" # of nodes :", nodesl ), paste(" # of time periods :", meta$nper, sprintf("(%d - %d)", meta$pers[1], meta$pers[meta$nper])), paste(" Type :", ifelse(meta$undirected, "undirected", "directed")), - paste(" Type of diff :", ifelse(single, "Single", "Multiple")), + paste(" Num of behaviors :", num_of_behavior), if (single) { - paste(" Final prevalence :", formatC(sum(cumadopt[,meta$nper])/meta$n, digits = 2, format="f")) + paste(" Final prevalence :", prevalence) } else { paste(" Prevalence :", prevalence_all) }, diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index 8a226b7..1a40327 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -113,7 +113,7 @@ test_that("Simulation study", { # Seed of first adopters -# test_that("All should be equal!", { +test_that("All should be equal!", { set.seed(12131) n <- 50 t <- 5 @@ -126,22 +126,22 @@ test_that("Simulation study", { # Generating identical networks net1 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, t = t, threshold.dist = thr_list) - # - # rdiffnet(100,10, seed.p.adopt = list(.1, .05)) - # - # rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes=c(1,2,3,4)) - # - # rdiffnet(100,10, seed.p.adopt = .05, seed.nodes='random') - # rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes='random') - # - # rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes=c('random','central')) + rdiffnet(100,10, seed.p.adopt = list(.1, .05)) + + rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes=c(1,2,3,4)) + + rdiffnet(100,10, seed.p.adopt = .05, seed.nodes='random') + rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes='random') -# net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, -# t = t, threshold.dist = thr_list) -# -# expect_equal(net1, net2) -# # net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, -# # t = 5, rewire = FALSE, threshold.dist = thr) -# # -# }) + rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes=c('random','central')) + + + net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, + t = t, threshold.dist = thr_list) + + #expect_equal(net1, net2) + # net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, + # t = 5, rewire = FALSE, threshold.dist = thr) + # +}) From 375595972469b27508ebee09c09801ed80ef6ee7 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Wed, 13 Nov 2024 17:48:16 -0700 Subject: [PATCH 26/56] some minor changes in summary.diffnet --- R/diffnet-methods.r | 71 ++++++++++++++++++++-------------- tests/testthat/test-rdiffnet.R | 24 ++---------- 2 files changed, 45 insertions(+), 50 deletions(-) diff --git a/R/diffnet-methods.r b/R/diffnet-methods.r index 85faa0d..1c4539e 100644 --- a/R/diffnet-methods.r +++ b/R/diffnet-methods.r @@ -213,44 +213,55 @@ summary.diffnet <- function( # x <-nelements/(meta$n * (meta$n-1)) })) + # identify single-diff from multi-diff + single <- class(object$cumadopt)[1]!='list' + # Computing moran's I - if (!skip.moran) { + if (single) { + + if (!skip.moran) { + m <- matrix(NA, nrow=length(slices), ncol=4, + dimnames = list(NULL, c("moran_obs", "moran_exp", "moran_sd", "moran_pval"))) - m <- matrix(NA, nrow=length(slices), ncol=4, - dimnames = list(NULL, c("moran_obs", "moran_exp", "moran_sd", "moran_pval"))) + for (i in 1:length(slices)) { + # Computing distances + g <- approx_geodesic(object$graph[[slices[i]]], ...) + # Inverting it (only the diagonal may have 0) + g@x <- 1/g@x - for (i in 1:length(slices)) { - # Computing distances - g <- approx_geodesic(object$graph[[slices[i]]], ...) + m[i,] <- unlist(moran(object$cumadopt[,slices[i]], g)) + } - # Inverting it (only the diagonal may have 0) - g@x <- 1/g@x + # Computing new adopters, cumadopt and hazard rate + ad <- colSums(object$adopt[,slices,drop=FALSE]) + ca <- t(cumulative_adopt_count(object$cumadopt))[slices,-3, drop=FALSE] + hr <- t(hazard_rate(object$cumadopt, no.plot = TRUE))[slices,,drop=FALSE] + + # Left censoring + lc <- sum(object$toa == meta$pers[1], na.rm = TRUE) + rc <- sum(is.na(object$toa), na.rm=TRUE) + + out <- data.frame( + adopt = ad, + cum_adopt = ca[,1], + cum_adopt_pcent = ca[,2], + hazard = hr, + density=d + ) - m[i,] <- unlist(moran(object$cumadopt[,slices[i]], g)) + if (!skip.moran) { + out <- cbind(out, m) } - } - # Computing adopters, cumadopt and hazard rate - ad <- colSums(object$adopt[,slices,drop=FALSE]) - ca <- t(cumulative_adopt_count(object$cumadopt))[slices,-3, drop=FALSE] - hr <- t(hazard_rate(object$cumadopt, no.plot = TRUE))[slices,,drop=FALSE] - - # Left censoring - lc <- sum(object$toa == meta$pers[1], na.rm = TRUE) - rc <- sum(is.na(object$toa), na.rm=TRUE) - - out <- data.frame( - adopt = ad, - cum_adopt = ca[,1], - cum_adopt_pcent = ca[,2], - hazard = hr, - density=d - ) - if (!skip.moran) { - out <- cbind(out, m) - } + if (no.print) return(out) + } + + } else { - if (no.print) return(out) + message("Multiple in summary.diffnet -borrar-") + + + } # Function to print data.frames differently header <- c(" Period "," Adopters "," Cum Adopt. (%) ", diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index 1a40327..15770e5 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -109,11 +109,8 @@ test_that("Simulation study", { # Test for multi diffusion --- - - - # Seed of first adopters -test_that("All should be equal!", { +test_that("All should be equal! (multiple)", { set.seed(12131) n <- 50 t <- 5 @@ -125,23 +122,10 @@ test_that("All should be equal!", { # Generating identical networks net1 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, - t = t, threshold.dist = thr_list) - - rdiffnet(100,10, seed.p.adopt = list(.1, .05)) - - rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes=c(1,2,3,4)) - - rdiffnet(100,10, seed.p.adopt = .05, seed.nodes='random') - rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes='random') - - rdiffnet(100,10, seed.p.adopt = list(.1, .05), seed.nodes=c('random','central')) - + t = t, rewire = FALSE, threshold.dist = thr_list) net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, - t = t, threshold.dist = thr_list) + t = t, rewire = FALSE, threshold.dist = thr_list) - #expect_equal(net1, net2) - # net2 <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = seed.p.adopt, - # t = 5, rewire = FALSE, threshold.dist = thr) - # + expect_equal(net1, net2) }) From 875b22f26b898fcd2b7dd4bbc5560136c1101411 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Fri, 15 Nov 2024 14:00:39 -0700 Subject: [PATCH 27/56] advances in summary.diffnet() for multi-diff, but this will be change to something more simple later --- R/diffnet-methods.r | 99 +++++++++++++++++++++++++--------- tests/testthat/test-rdiffnet.R | 33 ++++++++++++ 2 files changed, 106 insertions(+), 26 deletions(-) diff --git a/R/diffnet-methods.r b/R/diffnet-methods.r index 1c4539e..b74e33f 100644 --- a/R/diffnet-methods.r +++ b/R/diffnet-methods.r @@ -218,7 +218,6 @@ summary.diffnet <- function( # Computing moran's I if (single) { - if (!skip.moran) { m <- matrix(NA, nrow=length(slices), ncol=4, dimnames = list(NULL, c("moran_obs", "moran_exp", "moran_sd", "moran_pval"))) @@ -257,10 +256,49 @@ summary.diffnet <- function( } } else { + if (!skip.moran) { + out_list <- list() + data_beh_list <- list() + for (q in 1:length(object$cumadopt)) { + m <- matrix(NA, nrow=length(slices), ncol=4, + dimnames = list(NULL, c("moran_obs", "moran_exp", "moran_sd", "moran_pval"))) + + for (i in 1:length(slices)) { + + g <- approx_geodesic(object$graph[[slices[i]]], ...) + g@x <- 1/g@x + + m[i,] <- unlist(moran(object$cumadopt[[q]][,slices[i]], g)) + } - message("Multiple in summary.diffnet -borrar-") + # Computing new adopters, cumadopt and hazard rate + ad <- colSums(object$adopt[[q]][,slices,drop=FALSE]) + ca <- t(cumulative_adopt_count(object$cumadopt[[q]]))[slices,-3, drop=FALSE] + hr <- t(hazard_rate(object$cumadopt[[q]], no.plot = TRUE))[slices,,drop=FALSE] + # Left censoring + lc <- sum(object$toa[,q] == meta$pers[1], na.rm = TRUE) + rc <- sum(is.na(object$toa[,q]), na.rm=TRUE) + #data_beh_list[[q]] <- list(ad, ca, hr, lc, rc) + + out <- data.frame( + adopt = ad, + cum_adopt = ca[,1], + cum_adopt_pcent = ca[,2], + hazard = hr, + density=d + ) + + if (!skip.moran) { + out <- cbind(out, m) + } + + if (no.print) return(out) + + out_list[[q]] <- out + } + } } # Function to print data.frames differently @@ -283,31 +321,14 @@ summary.diffnet <- function( rule,"\n",sep="") cat(header,"\n") cat(hline, "\n") - for (i in 1:nrow(out)) { - cat(sprintf( - paste0("%",slen,"s", collapse=" "), - qf(meta$pers[slices[i]],0), qf(out[i,1],0), - sprintf("%s (%s)", - qf(out$cum_adopt[i],0), - qf(out$cum_adopt_pcent[i]) - ), - ifelse(i==1, "-",qf(out$hazard[i])), qf(out$density[i]), - if (!skip.moran) { - if (is.nan(out$moran_sd[i])) - " - " - else - sprintf("%s (%s) %-3s", - qf(out$moran_obs[i]), - qf(out$moran_sd[i]), - ifelse(out$moran_pval[i] <= .01, "***", - ifelse(out$moran_pval[i] <= .05, "**", - ifelse(out$moran_pval[i] <= .10, "*", "" - ))) - ) - } else "" - ), "\n") - } + if (single) { + summary_diffnet_out_display(out, slen, meta, slices, qf, skip.moran) + } else { + for (q in 1:length(object$cumadopt)) { + summary_diffnet_out_display(out_list[[q]], slen, meta, slices, qf, skip.moran) + } + } # print(out, digits=2) @@ -324,6 +345,32 @@ summary.diffnet <- function( invisible(out) } +summary_diffnet_out_display <- function(out, slen, meta, slices, qf, skip.moran) { + for (i in 1:nrow(out)) { + cat(sprintf( + paste0("%",slen,"s", collapse=" "), + qf(meta$pers[slices[i]],0), qf(out[i,1],0), + sprintf("%s (%s)", + qf(out$cum_adopt[i],0), + qf(out$cum_adopt_pcent[i]) + ), + ifelse(i==1, "-",qf(out$hazard[i])), qf(out$density[i]), + + if (!skip.moran) { + if (is.nan(out$moran_sd[i])) {" - "} + else {sprintf("%s (%s) %-3s", + qf(out$moran_obs[i]), + qf(out$moran_sd[i]), + ifelse(out$moran_pval[i] <= .01, "***", + ifelse(out$moran_pval[i] <= .05, "**", + ifelse(out$moran_pval[i] <= .10, "*", "" + ))) + )} + } else {""} + ), "\n") + } +} + #' Plot the diffusion process #' #' Creates a colored network plot showing the structure of the graph through time diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index 15770e5..57f81eb 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -129,3 +129,36 @@ test_that("All should be equal! (multiple)", { expect_equal(net1, net2) }) + + +#single +rdiffnet(100, 5) +rdiffnet(100, 5, seed.p.adopt = 0.1) +rdiffnet(100, 5, seed.p.adopt = 0.1, seed.nodes = 'random') +rdiffnet(100, 5, seed.nodes = c(1,3,5)) +net_1 <- rdiffnet(100, 5, seed.nodes = c(1,3,5)) +summary(net_1) + +#multi +rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08)) +rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), behavior = c('tabacco', 'alcohol')) +rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), seed.nodes = 'random') +rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), seed.nodes = c('random', 'central')) +rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = 0.3) +rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = list(0.1,0.2)) +rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = rexp(100)) +rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = list(rexp(100),runif(100))) +rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = function(x) 0.3) +rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = list(function(x) 0.3, function(x) 0.2)) + +net_1 <- rdiffnet(100, 5, seed.nodes = c(1,3,5)) +summary(net_1) +net_2 <- rdiffnet(100, 5, seed.p.adopt = list(0.05,0.05), seed.nodes = c(1,3,5)) +summary(net_2) + +#rdiffnet(100, 5, seed.p.adopt = 0.9, threshold.dist = 2, exposure.args = list(normalized=FALSE)) + +# set.seed(1234) +# net1 <- rdiffnet(100, 5, rewire = FALSE, seed.p.adopt = list(0.1,0.08), seed.nodes = c(1,3,5)) +# net2 <- rdiffnet(100, 5, rewire = FALSE, seed.p.adopt = list(0.1,0.08), seed.nodes = list(c(1,3,5),c(1,3,5))) +# expect_equal(net1, net2) From e9a34cd774055935a4bf43c2969e3e134b19ab31 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Mon, 18 Nov 2024 10:56:16 -0700 Subject: [PATCH 28/56] changes in exposure.list and exposure_for to allow personalized attrs in multi-diff --- R/rdiffnet.r | 13 +++++++++++++ R/stats.R | 22 ++++++++++++---------- 2 files changed, 25 insertions(+), 10 deletions(-) diff --git a/R/rdiffnet.r b/R/rdiffnet.r index 022d1de..1c8d571 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -332,6 +332,16 @@ rdiffnet <- function( if (!length(exposure.args[["valued"]])) exposure.args[["valued"]] <- getOption("diffnet.valued", FALSE) if (!length(exposure.args[["normalized"]])) exposure.args[["normalized"]] <- TRUE + if (class(exposure.args[["attrs"]])[1] == "matrix") { + # Checking if the attrs matrix is has dims n x t + if (any(dim(exposure.args[["attrs"]]) != dim(matrix(NA, nrow = n, ncol = t)))) { + stop("Incorrect size for -attrs- in rdiffnet. Does not match n dim or t dim.")} + attrs_arr <- exposure.args[["attrs"]] + if (class(seed.p.adopt) == 'list'){ + attrs_arr <- array(attrs_arr, dim = c(n, t, length(seed.p.adopt))) + } else {attrs_arr <- array(attrs_arr, dim = c(n, t, 1))} + } + # Step 0.0: Creating the network seed ---------------------------------------- # Checking the class of the seed.graph sgraph <- rdiffnet_check_seed_graph(seed.graph, rgraph.args, t, n) @@ -444,6 +454,9 @@ rdiffnet <- function( # Step 3.0: Running the simulation ------------------------------------------- for (i in 2:t) { + if (exists("attrs_arr")){ + exposure.args[c("attrs")] <- list(attrs_arr[,i, ,drop=FALSE]) + } exposure.args[c("graph", "cumadopt")] <- list(sgraph[i], cumadopt[,i, ,drop=FALSE]) expo <- do.call(exposure, exposure.args) diff --git a/R/stats.R b/R/stats.R index f985660..8149b2f 100644 --- a/R/stats.R +++ b/R/stats.R @@ -566,7 +566,11 @@ exposure <- function( # Checking attrs if (!length(attrs)) { - attrs <- matrix(1, ncol=ncol(cumadopt), nrow=nrow(cumadopt)) + if (!is.na(dim(cumadopt)[3])) { + attrs <- array(1, dim = c(nrow(cumadopt), ncol(cumadopt), 1))} + else {attrs <- matrix(1, ncol=ncol(cumadopt), nrow=nrow(cumadopt))} + } else if (!is.na(dim(cumadopt)[3])) { + attrs <- array(attrs, dim = c(nrow(attrs), ncol(attrs), 1)) } # Checking alt graph @@ -626,20 +630,18 @@ exposure.list <- function( # degree, indegree, outdegree, or a user defined vector. # by default is user equal to 1 - dim_attrs <- dim(attrs) # default n x T matrix of 1's - if (!length(dim_attrs)) stop("-attrs- must be a matrix of size n by T.") + # dim(attrs) default n x T matrix of 1's + if (!length(dim(attrs))) stop("-attrs- must be a matrix of size n by T.") if (!is.na(dim(cumadopt)[3])) { - attrs_mul <- array(rep(attrs, dim(cumadopt)[3]), dim = c(dim_attrs, dim(cumadopt)[3])) - dim_attrs <- dim(attrs_mul) # now n x T x q array of 1's, q behaviors - if (any(dim_attrs != dim(cumadopt))) stop("Incorrect size for -attrs-. ", + if (dim(cumadopt)[3]>1 && any(dim(attrs)[-3] != dim(cumadopt)[-3])) stop("Incorrect size for -attrs-. ", "Does not match n dim or t dim.") } else { - if (any(dim_attrs != dim(cumadopt))) stop("Incorrect size for -attrs-. ", + if (any(dim(attrs) != dim(cumadopt))) stop("Incorrect size for -attrs-. ", "It must be of size that -cumadopt-.") } - add_dimnames.mat(cumadopt) + add_dimnames.mat(attrs) output <- exposure_for(graph, cumadopt, attrs, outgoing, valued, normalized, self, lags) @@ -667,7 +669,7 @@ exposure_for <- function( for (i in 1:(nslices(graph) - lags)) { out[, i + lags, ] <- .exposure(graph[[i]], cumadopt[, i, , drop = FALSE], - attrs[, i, drop = FALSE], + attrs[, i, , drop = FALSE], outgoing = outgoing, valued = valued, normalized = normalized, @@ -677,7 +679,7 @@ exposure_for <- function( for (i in (1 - lags):nslices(graph)) { out[, i + lags, ] <- .exposure(graph[[i]], cumadopt[, i, , drop = FALSE], - attrs[, i, drop = FALSE], + attrs[, i, , drop = FALSE], outgoing = outgoing, valued = valued, normalized = normalized, From 345df65ceff2f059ec1eab1083b5e93317df073c Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Mon, 18 Nov 2024 16:46:28 -0700 Subject: [PATCH 29/56] minor changes in toa_mat --- R/adjmat.r | 6 +++++- R/diffnet-class.r | 2 +- 2 files changed, 6 insertions(+), 2 deletions(-) diff --git a/R/adjmat.r b/R/adjmat.r index f7d2435..fc69100 100644 --- a/R/adjmat.r +++ b/R/adjmat.r @@ -462,7 +462,11 @@ adjmat_to_edgelist.list <- function(graph, undirected, keep.isolates) { #' @keywords manip #' @include graph_data.r #' @author George G. Vega Yon & Thomas W. Valente -toa_mat <- function(obj, num_of_behaviors=1, labels=NULL, t0=NULL, t1=NULL) { +toa_mat <- function(obj, labels=NULL, t0=NULL, t1=NULL) { + + if (inherits(obj, "matrix")) { + num_of_behaviors <- dim(obj)[2] + } else {num_of_behaviors <- 1} if (!inherits(obj, "diffnet")) { if (!length(t0)) t0 <- min(obj, na.rm = TRUE) diff --git a/R/diffnet-class.r b/R/diffnet-class.r index 596db8d..42b6ae5 100644 --- a/R/diffnet-class.r +++ b/R/diffnet-class.r @@ -597,7 +597,7 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm } # Step 3.1: Creating Time of adoption matrix --------------------------------- - mat <- toa_mat(toa, num_of_behaviors, labels = meta$ids, t0=t0, t1=t1) + mat <- toa_mat(toa, labels = meta$ids, t0=t0, t1=t1) # Step 3.2: Verifying dimensions and fixing meta$pers From e01535e53803217f3d0d7da36cadf55c04e5370a Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Mon, 18 Nov 2024 17:26:05 -0700 Subject: [PATCH 30/56] now new_diffnet sets the num_of behavior internally --- R/diffnet-class.r | 9 +++++++-- R/rdiffnet.r | 3 +-- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/R/diffnet-class.r b/R/diffnet-class.r index 42b6ae5..1c77397 100644 --- a/R/diffnet-class.r +++ b/R/diffnet-class.r @@ -547,8 +547,7 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm self = getOption("diffnet.self"), multiple = getOption("diffnet.multiple"), name = "Diffusion Network", - behavior = "Unspecified", - num_of_behaviors = 1 + behavior = "Unspecified" ) { # Step 0.0: Check if its diffnet! -------------------------------------------- @@ -557,6 +556,12 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm return(graph) } + # Step 0.1: Setting num_of_behavior ------------------------------------------ + + if (inherits(toa, "matrix")) { + num_of_behaviors <- dim(toa)[2] + } else {num_of_behaviors <- 1} + # Step 1.1: Check graph ------------------------------------------------------ meta <- classify_graph(graph) if (meta$type=="static") diff --git a/R/rdiffnet.r b/R/rdiffnet.r index 1c8d571..58dbbbc 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -500,8 +500,7 @@ rdiffnet <- function( t1 = t, vertex.static.attrs = data.frame(real_threshold=thr), name = name, - behavior = behavior, - num_of_behaviors = num_of_behaviors + behavior = behavior ) } From b6e63ca1a6c758a7c3808d98a66db2b300fe6d9f Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Mon, 18 Nov 2024 18:04:44 -0700 Subject: [PATCH 31/56] more changes to toa_mat to compute num_of_adoption on more classes --- R/adjmat.r | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/R/adjmat.r b/R/adjmat.r index fc69100..884785f 100644 --- a/R/adjmat.r +++ b/R/adjmat.r @@ -466,6 +466,10 @@ toa_mat <- function(obj, labels=NULL, t0=NULL, t1=NULL) { if (inherits(obj, "matrix")) { num_of_behaviors <- dim(obj)[2] + } else if (inherits(obj, "diffnet")){ + if (inherits(obj$toa, "matrix")) { + num_of_behaviors <- dim(obj$toa)[2]} + else {num_of_behaviors <- 1} } else {num_of_behaviors <- 1} if (!inherits(obj, "diffnet")) { @@ -487,13 +491,13 @@ toa_mat <- function(obj, labels=NULL, t0=NULL, t1=NULL) { } } else { for (q in 1:num_of_behaviors) { - cls <- class(obj[,q]) - ans[[q]] <- if ("numeric" %in% cls) { # Why included? + #cls <- class(obj[,q]) + ans[[q]] <- if ("numeric" %in% class(obj[,q])) { # Why included? toa_mat.numeric(obj[,q], labels, t0, t1) - } else if ("integer" %in% cls) { + } else if ("integer" %in% class(obj[,q])) { toa_mat.integer(obj[,q], labels, t0, t1) - } else if ("diffnet" %in% cls) { # Why included? - with(obj[,q], list(adopt=adopt,cumadopt=cumadopt)) + } else if ("diffnet" %in% class(obj)) { # Why included? + with(obj, list(adopt=adopt[[q]],cumadopt=cumadopt[[q]])) } else { stopifnot_graph(obj[,q]) } From 516cf33b8211575be6672b57e1a164222401c56e Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Mon, 18 Nov 2024 19:10:19 -0700 Subject: [PATCH 32/56] now toa_mat can compute adopt and cumadopt from diffnet (multiple) and matrix objects. The same tests for single behavior were adapted. --- R/adjmat.r | 10 +++--- tests/testthat/test-adjmat.R | 63 ++++++++++++++++++++++++++++++++++++ 2 files changed, 69 insertions(+), 4 deletions(-) diff --git a/R/adjmat.r b/R/adjmat.r index 884785f..abc6217 100644 --- a/R/adjmat.r +++ b/R/adjmat.r @@ -492,10 +492,12 @@ toa_mat <- function(obj, labels=NULL, t0=NULL, t1=NULL) { } else { for (q in 1:num_of_behaviors) { #cls <- class(obj[,q]) - ans[[q]] <- if ("numeric" %in% class(obj[,q])) { # Why included? - toa_mat.numeric(obj[,q], labels, t0, t1) - } else if ("integer" %in% class(obj[,q])) { - toa_mat.integer(obj[,q], labels, t0, t1) + ans[[q]] <- if ("matrix" %in% class(obj)) { + if ("integer" %in% class(obj[,q])){ + toa_mat.integer(obj[,q], labels, t0, t1) + } else if ("numeric" %in% class(obj[,q])) { # Why included? + toa_mat.numeric(obj[,q], labels, t0, t1) + } } else if ("diffnet" %in% class(obj)) { # Why included? with(obj, list(adopt=adopt[[q]],cumadopt=cumadopt[[q]])) } else { diff --git a/tests/testthat/test-adjmat.R b/tests/testthat/test-adjmat.R index a037278..1cf02bb 100644 --- a/tests/testthat/test-adjmat.R +++ b/tests/testthat/test-adjmat.R @@ -145,6 +145,69 @@ test_that("Checking toa_mat output", { expect_equal(amat, toa_mat(diffnet)) }) +################################################################################ +# Time of adoption (multiple) +################################################################################ +context("Time of Adoption -multiple- (toa_mat, toa_dif)") + +times_1 <- c(2001L, 2004L, 2003L, 2008L) +times_2 <- c(2001L, 2005L, 2006L, 2008L) +times <- matrix(c(times_1, times_2), nrow = 4, ncol = 2) +graph <- lapply(2001:2008, function(x) rgraph_er(4)) +diffnet <- new_diffnet(graph, times) +#toa_mat(diffnet) +toa <- toa_mat(times) + +test_that("Should warn about -times- not been integer. -multiple-.", { + times_1 <- as.numeric(c(2001L, 2004L, 2003L, 2008L)) + times_2 <- as.numeric(c(2001L, 2002L, 2003L, 2005L)) + times <- matrix(c(times_1, times_2), nrow = 4, ncol = 2) + expect_warning(toa_mat(times), "will be coersed to integer") +}) + +test_that("Dimensions of TOA mat should be ok. -multiple-.", { + for (q in 1:length(toa)) { + cumadopt <- t(apply(toa[[q]]$adopt, 1, cumsum)) + expect_equal(dim(toa[[q]]$adopt), c(4, length(min(times[,q]):max(times[,q])))) + expect_equal(dim(toa[[q]]$adopt), dim(toa[[q]]$cumadopt), info = "adopt and cumadopt are equal dim") + expect_equal(t(apply(toa[[q]]$adopt, 1, cumsum)), toa[[q]]$cumadopt, info = "cumadopt is the cumsum") + } +}) + +test_that("Passing labels should work. -multiple-.", { + for (q in 1:length(toa)) { + labs <- letters[1:length(times[,q])] + toa_q <- toa_mat(times[,q], labels=labs) + expect_equal(rownames(toa_q$adopt), labs) + expect_equal(rownames(toa_q$cumadopt), labs) + } +}) + +# test_that("In toa_diff, its dim should be equal to the input mat. -multiple-.", { +# expect_equal(dim(toa_diff(times)), c(4,4)) +# expect_equal(dim(toa_diff(as.integer(times))), c(4,4)) +# expect_equal(toa_diff(times), toa_diff(as.integer(times))) +# }) + +test_that("Checking toa_mat output. -multiple-.", { + + # Manual calc + mat <- matrix(0, nrow=4, ncol=8) + mat <- array(rep(mat,2), dim = c(nrow(mat), ncol(mat), 2)) + dimnames(mat) <- list(1:4, 2001:2008) + amat_tot <- list() + for (q in 1:dim(mat)[3]) { + amat <- list(adopt=mat[,,q], cumadopt=mat[,,q]) + for (i in 1:4) { + amat$adopt[i,times[i,q] - 2000] <- 1 + amat$cumadopt[i,] <- cumsum(amat$adopt[i,]) + } + amat_tot[[q]] <- amat + } + + expect_equal(amat_tot, toa_mat(diffnet)) +}) + ################################################################################ # Isolated ################################################################################ From 90f4af52b46d06dcd21970b017c772e5819cb6cc Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Tue, 19 Nov 2024 10:56:34 -0700 Subject: [PATCH 33/56] all comments were addressed, except -behavior- as a vector. --- R/adjmat.r | 1 - R/diffnet-class.r | 2 + R/diffnet-methods.r | 4 +- R/rdiffnet.r | 22 ++++----- tests/testthat/test-rdiffnet-parameters.R | 38 ++++++++-------- tests/testthat/test-rdiffnet.R | 55 ++++++++++++----------- 6 files changed, 63 insertions(+), 59 deletions(-) diff --git a/R/adjmat.r b/R/adjmat.r index abc6217..c0b08c9 100644 --- a/R/adjmat.r +++ b/R/adjmat.r @@ -491,7 +491,6 @@ toa_mat <- function(obj, labels=NULL, t0=NULL, t1=NULL) { } } else { for (q in 1:num_of_behaviors) { - #cls <- class(obj[,q]) ans[[q]] <- if ("matrix" %in% class(obj)) { if ("integer" %in% class(obj[,q])){ toa_mat.integer(obj[,q], labels, t0, t1) diff --git a/R/diffnet-class.r b/R/diffnet-class.r index 1c77397..d968576 100644 --- a/R/diffnet-class.r +++ b/R/diffnet-class.r @@ -638,6 +638,8 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm # This should be reviewed !! (here the graph becomes 'dynamic') + warning("here the graph becomes 'dynamic' for multiple") + graph <- lapply(1:ncol(mat[[1]]$adopt), function(x) methods::as(graph, "dgCMatrix")) meta <- classify_graph(graph) } diff --git a/R/diffnet-methods.r b/R/diffnet-methods.r index b74e33f..95b420e 100644 --- a/R/diffnet-methods.r +++ b/R/diffnet-methods.r @@ -95,7 +95,7 @@ print.diffnet <- function(x, ...) { ifelse(meta$n>8, ", ...", "") ,")") # Computing prevalence for multi-diff - single <- class(cumadopt)[1]!='list' + single <- !inherits(cumadopt, "list") if (!single) { prevalence_all <- character(length(cumadopt)) for (q in 1:length(cumadopt)) { @@ -214,7 +214,7 @@ summary.diffnet <- function( })) # identify single-diff from multi-diff - single <- class(object$cumadopt)[1]!='list' + single <- !inherits(object$cumadopt, "list") # Computing moran's I if (single) { diff --git a/R/rdiffnet.r b/R/rdiffnet.r index 58dbbbc..025c3ba 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -332,12 +332,12 @@ rdiffnet <- function( if (!length(exposure.args[["valued"]])) exposure.args[["valued"]] <- getOption("diffnet.valued", FALSE) if (!length(exposure.args[["normalized"]])) exposure.args[["normalized"]] <- TRUE - if (class(exposure.args[["attrs"]])[1] == "matrix") { + if (inherits(exposure.args[["attrs"]], "matrix")) { # Checking if the attrs matrix is has dims n x t if (any(dim(exposure.args[["attrs"]]) != dim(matrix(NA, nrow = n, ncol = t)))) { stop("Incorrect size for -attrs- in rdiffnet. Does not match n dim or t dim.")} attrs_arr <- exposure.args[["attrs"]] - if (class(seed.p.adopt) == 'list'){ + if (inherits(seed.p.adopt, "list")){ attrs_arr <- array(attrs_arr, dim = c(n, t, length(seed.p.adopt))) } else {attrs_arr <- array(attrs_arr, dim = c(n, t, 1))} } @@ -511,14 +511,14 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { # The class of seed.p.adopt determines if is a single or multiple diff pross. - if (class(seed.p.adopt) == "list") { + if (inherits(seed.p.adopt, "list")) { message(paste("Message: Multi-diffusion behavior simulation selected.", "Number of behaviors: ", length(seed.p.adopt))) multi <- TRUE - } else if (class(seed.p.adopt) == "numeric") { + } else if (inherits(seed.p.adopt, "numeric")) { if (length(seed.p.adopt)>1) { stop(paste("length(seed.p.adopt) =", length(seed.p.adopt), @@ -539,7 +539,7 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { # For multi-diff. - if (class(seed.nodes) == "list") { + if (inherits(seed.nodes, "list")) { if (length(seed.nodes) != length(seed.p.adopt)) { stop("Length of lists -seed.nodes- and -seed.p.adopt- must be the same for multi diffusion.") } @@ -563,12 +563,12 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { } else { stop("All elements of the list seed.nodes must be either -character- or -numeric-.") } - } else if (class(seed.nodes) == "numeric") { + } else if (inherits(seed.nodes, "numeric")) { message("Message: Object -seed.nodes- converted to a -list-.", "All behaviors will have the same -", seed.nodes, "- seed nodes.") seed.nodes <- replicate(length(seed.p.adopt), seed.nodes, simplify = FALSE) - } else if (class(seed.nodes) == "character") { + } else if (inherits(seed.nodes, "character")) { if (length(seed.nodes)==length(seed.p.adopt)) { seed.nodes <- as.list(seed.nodes) message("Message: Object -seed.nodes- converted to a -list-.", @@ -583,17 +583,17 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { stop("Unsupported -seed.nodes- value. See the manual for references.") } - if (class(behavior) == "list") { + if (inherits(behavior, "list")) { if (length(seed.p.adopt)!=length(behavior)) { stop("If -behavior- is a list, it must be of the same length as -seed.p.adopt-.") } - } else if (class(behavior) == "character" && length(behavior) > 1) { + } else if (inherits(behavior, "character") && length(behavior) > 1) { if (length(behavior) != length(seed.p.adopt)) { stop("Mismatch between length(behavior) and length(seed.p.adopt)") } else { behavior <- as.list(behavior) } - } else if (class(behavior) == "character" && length(behavior) == 1) { + } else if (inherits(behavior, "character") && length(behavior) == 1) { message(paste("Message: Name of 1 behavior provided, but", length(seed.p.adopt), "are needed. "), "Names generalized to 'behavior'_1, 'behavior'_2, etc.") behaviors <- list() @@ -609,7 +609,7 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { # For Single-diff. - if (length(seed.nodes) == 1 && class(seed.nodes)=="character") { + if (length(seed.nodes) == 1 && inherits(seed.nodes, "character")) { if (!seed.nodes %in% c("marginal", "central", "random")) { stop("Object -seed.nodes- is a -character- different from 'marginal', 'central', or 'random'.") diff --git a/tests/testthat/test-rdiffnet-parameters.R b/tests/testthat/test-rdiffnet-parameters.R index 88b2cc0..7fa3e18 100644 --- a/tests/testthat/test-rdiffnet-parameters.R +++ b/tests/testthat/test-rdiffnet-parameters.R @@ -11,18 +11,18 @@ test_that( behavior <- c("random behavior") rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) - class(rdiffnet_args$seed.p.adopt) == "list" - class(rdiffnet_args$seed.nodes) == "list" - class(rdiffnet_args$behavior) == "list" + expect_type(rdiffnet_args$seed.p.adopt, "list") + expect_type(rdiffnet_args$seed.nodes, "list") + expect_type(rdiffnet_args$behavior, "list") seed.p.adopt <- 0.14 seed.nodes <- 'random' behavior <- "random behavior" rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) - class(rdiffnet_args$seed.p.adopt) == "list" - class(rdiffnet_args$seed.nodes) == "list" - class(rdiffnet_args$behavior) == "list" + expect_type(rdiffnet_args$seed.p.adopt, "list") + expect_type(rdiffnet_args$seed.nodes, "list") + expect_type(rdiffnet_args$behavior, "list") # Must show ERROR @@ -104,40 +104,42 @@ test_that("Multi diff models rdiff args work", { seed.nodes <- "random" behavior <- "random behavior" rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + expect_type(rdiffnet_args$seed.p.adopt, "list") + expect_type(rdiffnet_args$seed.nodes, "list") + expect_type(rdiffnet_args$behavior, "list") seed.nodes <- c(1,3,5) rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + expect_type(rdiffnet_args$seed.nodes, "list") seed.nodes <- c('marginal',"central") rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + expect_type(rdiffnet_args$seed.nodes, "list") - seed.p.adopt <- list(0.14,0.05) - seed.nodes <- list('random', "central") behavior <- list("random behavior_1", "random behavior_2") rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) - class(rdiffnet_args$seed.p.adopt) == "list" - class(rdiffnet_args$seed.nodes) == "list" - class(rdiffnet_args$behavior) == "list" + expect_type(rdiffnet_args$behavior, "list") behavior <- c("random behavior_1", "random behavior_2") rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) - class(rdiffnet_args$behavior) == "list" + expect_type(rdiffnet_args$behavior, "list") behavior <- "random behavior" #Default rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) - class(rdiffnet_args$behavior) == "list" + expect_type(rdiffnet_args$behavior, "list") + + behavior <- c("random behavior_1") + rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + expect_type(rdiffnet_args$behavior, "list") seed.nodes <- c(1,3,5) behavior <- list("random behavior_1", "random behavior_2") rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) - class(rdiffnet_args$seed.nodes) == 'list' + expect_type(rdiffnet_args$seed.nodes, "list") seed.nodes <- list('marginal',"central") rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) - class(rdiffnet_args$seed.nodes) == 'list' - - behavior <- c("random behavior_1") - rdiffnet_args <- rdiffnet_validate_args(seed.p.adopt, seed.nodes, behavior) + expect_type(rdiffnet_args$seed.nodes, "list") # Must show ERROR diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index 57f81eb..380ffeb 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -107,9 +107,35 @@ test_that("Simulation study", { }) -# Test for multi diffusion --- +# Testing diffnet class across several inputs (single) +test_that("rdiffnet must run across several inputs (single)", { + expect_s3_class(rdiffnet(100, 5), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = 0.1), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = 0.1, seed.nodes = 'random'), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.nodes = c(1, 3, 5)), "diffnet") + + # summary + net_1 <- rdiffnet(100, 5, seed.nodes = c(1,3,5)) + expect_s3_class(summary(net_1), "data.frame") +}) + +# Testing diffnet class across several inputs (multiple) +test_that("rdiffnet must run across several inputs (multiple)", { + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = list(0.1, 0.08)), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = list(0.1, 0.08), behavior = c('tabacco', 'alcohol')), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = list(0.1, 0.08), seed.nodes = 'random'), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = list(0.1, 0.08), seed.nodes = c('random', 'central')), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = list(0.1, 0.08), threshold.dist = 0.3), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = list(0.1, 0.08), threshold.dist = list(0.1, 0.2)), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = list(0.1, 0.08), threshold.dist = rexp(100)), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = list(0.1, 0.08), threshold.dist = list(rexp(100), runif(100))), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = list(0.1, 0.08), threshold.dist = function(x) 0.3), "diffnet") + expect_s3_class(rdiffnet(100, 5, seed.p.adopt = list(0.1, 0.08), threshold.dist = list(function(x) 0.3, function(x) 0.2)), "diffnet") + + net_2 <- rdiffnet(100, 5, seed.p.adopt = list(0.05,0.05), seed.nodes = c(1,3,5)) + expect_s3_class(summary(net_2), "data.frame") +}) -# Seed of first adopters test_that("All should be equal! (multiple)", { set.seed(12131) n <- 50 @@ -131,31 +157,6 @@ test_that("All should be equal! (multiple)", { }) -#single -rdiffnet(100, 5) -rdiffnet(100, 5, seed.p.adopt = 0.1) -rdiffnet(100, 5, seed.p.adopt = 0.1, seed.nodes = 'random') -rdiffnet(100, 5, seed.nodes = c(1,3,5)) -net_1 <- rdiffnet(100, 5, seed.nodes = c(1,3,5)) -summary(net_1) - -#multi -rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08)) -rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), behavior = c('tabacco', 'alcohol')) -rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), seed.nodes = 'random') -rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), seed.nodes = c('random', 'central')) -rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = 0.3) -rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = list(0.1,0.2)) -rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = rexp(100)) -rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = list(rexp(100),runif(100))) -rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = function(x) 0.3) -rdiffnet(100, 5, seed.p.adopt = list(0.1,0.08), threshold.dist = list(function(x) 0.3, function(x) 0.2)) - -net_1 <- rdiffnet(100, 5, seed.nodes = c(1,3,5)) -summary(net_1) -net_2 <- rdiffnet(100, 5, seed.p.adopt = list(0.05,0.05), seed.nodes = c(1,3,5)) -summary(net_2) - #rdiffnet(100, 5, seed.p.adopt = 0.9, threshold.dist = 2, exposure.args = list(normalized=FALSE)) # set.seed(1234) From 93dc056d5e063fad9aa7cc2e1fc8358f93c4c454 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Wed, 20 Nov 2024 16:39:31 -0700 Subject: [PATCH 34/56] checking the status of "dynamic" and "static" graphs. --- R/diffnet-class.r | 9 ++------- R/rdiffnet.r | 4 +++- 2 files changed, 5 insertions(+), 8 deletions(-) diff --git a/R/diffnet-class.r b/R/diffnet-class.r index d968576..87163b3 100644 --- a/R/diffnet-class.r +++ b/R/diffnet-class.r @@ -577,7 +577,7 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm " respectively). ", "-toa- should be of length n (number of vertices).") } } - # Step 2.1: Checking class of TOA and coercing if necesary ------------------- + # Step 2.1: Checking class of TOA and coercing if necessary ------------------- if (num_of_behaviors==1) { if (!inherits(toa, "integer")) { warning("Coercing -toa- into integer.") @@ -635,11 +635,6 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm "Please provide lower and upper boundaries for the values in -toa- ", "using -t0- and -t- (see ?toa_mat).") } else { - - # This should be reviewed !! (here the graph becomes 'dynamic') - - warning("here the graph becomes 'dynamic' for multiple") - graph <- lapply(1:ncol(mat[[1]]$adopt), function(x) methods::as(graph, "dgCMatrix")) meta <- classify_graph(graph) } @@ -683,7 +678,7 @@ new_diffnet <- function(graph, toa, t0=min(toa, na.rm = TRUE), t1=max(toa, na.rm # Removing dimnames graph <- Map(function(x) Matrix::unname(x), x=graph) - dimnames(toa) <- NULL + #dimnames(toa) <- NULL if (num_of_behaviors==1) { meta$behavior <- ifelse(!length(behavior), "", ifelse(is.na(behavior), "", diff --git a/R/rdiffnet.r b/R/rdiffnet.r index 025c3ba..f007ef1 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -490,7 +490,9 @@ rdiffnet <- function( # Checking attributes isself <- any(sapply(sgraph, function(x) any(Matrix::diag(x) != 0) )) - if (num_of_behaviors==1) {toa <- as.integer(toa)} + if (num_of_behaviors==1) { + toa <- as.integer(toa) + } new_diffnet( graph = sgraph, From a624a2eee6cc4468745ff9256c150fb9e335e819 Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Thu, 21 Nov 2024 11:45:19 -0700 Subject: [PATCH 35/56] draft of split_behaviors(), with tests. --- playground/split_behavior_discussion.R | 170 +++++++++++++++++++++++++ 1 file changed, 170 insertions(+) create mode 100644 playground/split_behavior_discussion.R diff --git a/playground/split_behavior_discussion.R b/playground/split_behavior_discussion.R new file mode 100644 index 0000000..2e39155 --- /dev/null +++ b/playground/split_behavior_discussion.R @@ -0,0 +1,170 @@ +farm <- brfarmersDiffNet +str(farm) +farm$vertex.static.attrs$liveout +class(farm$vertex.dyn.attrs) +class(farm$vertex.static.attrs) + +med_data <- medInnovationsDiffNet +str(med_data) +class(med_data$vertex.static.attrs$city) + +k_fam <- kfamilyDiffNet +str(k_fam) +class(k_fam$vertex.static.attrs$study) + +n=40; t=5 +diffnet <- rdiffnet(40, 5, seed.p.adopt = .2) +X <- matrix(diffnet[["real_threshold"]], ncol=t, nrow=n, byrow = FALSE) +#ans0 <- exposure(diffnet, attrs=X) +net_1 <- rdiffnet(n, t, seed.nodes = 'random', + exposure.args = list(attrs = matrix(runif(n), nrow=n, ncol=t, byrow = FALSE))) +summary(net_1) +str(net_1) +class(net_1$toa) +class(net_1$adopt) +class(net_1$cumadopt) +class(net_1$vertex.static.attrs) +class(net_1$graph.attrs) +class(net_1$meta) + +n=40; t=5 +net_2 <- rdiffnet(n, t, seed.p.adopt = list(0.5,0.5), + exposure.args = list(attrs = X)) +summary(net_2) +str(net_2) +class(net_2$toa) +class(net_2$adopt) +class(net_2$cumadopt) +class(net_2$vertex.static.attrs) +class(net_2$graph.attrs) +class(net_2$meta) + +split_behaviors <- function(diffnet_obj) { + + diffnets <- rep(diffnet_obj, ncol(diffnet_obj$toa)) + diffnets_list <- list() + + #ver_static_att_nams <- colnames(diffnet_obj$vertex.static.attrs) + + for (q in 1:ncol(diffnet_obj$toa)) { + + for (i in seq_along(diffnet_obj)) { + if (!is.null(diffnets[i]$toa)) { + #print(diffnets[i]$toa) + diffnets[i]$toa <- diffnet_obj$toa[, q, drop = FALSE] + } else if (!is.null(diffnets[i]$adopt)) { + diffnets[i]$adopt <- diffnet_obj$adopt[[q]] + } else if (!is.null(diffnets[i]$cumadopt)) { + diffnets[i]$cumadopt <- diffnet_obj$cumadopt[[q]] + }# else if (!is.null(diffnets[i]$vertex.dyn.attrs)) { + # diffnets[i]$vertex.dyn.attrs <- setNames(data.frame(diffnet_obj$vertex.static.attrs[, q]), ver_static_att_nams[q]) + #} + } + + # diffnets[2]$toa <- diffnet_obj$toa[, q, drop = FALSE] + # diffnets[[q]]$adopt <- diffnet_obj$adopt[[q]] + # diffnets[[q]]$cumadopt <- diffnet_obj$cumadopt[[q]] + + diffnets_list[[q]] <- diffnets[q*(1:length(diffnet_obj))] + } + + return(diffnets_list) + + # for (q in ncol(net_2$toa)) { + # + # #graph <- net_2$graph + # # + # diff_obj_2$toa <- net_2$toa[,q] + # #class(toa_slice) + # adopt_slice <- net_2$adopt[[q]] + # #class(adopt_slice) + # cumadopt_slice <- net_2$cumadopt[[q]] + # #class(cumadopt_slice) + # ver_static_att_slice <- setNames(data.frame(net_2$vertex.static.attrs[, q]), ver_static_att_nams[q]) + # #class(ver_static_att_slice) + # + # meta_slice$behavior <- strsplit(meta_slice$behavior, ", ")[[1]][q] + # #class(meta_slice) + # } +} + +############################################################################### + +split_behaviors <- function(diffnet_obj) { + + diffnets <- replicate(ncol(diffnet_obj$toa), diffnet_obj, simplify = FALSE) + + for (q in 1:ncol(diffnet_obj$toa)) { + + diffnets[[q]]$toa <- as.integer(diffnet_obj$toa[, q, drop = FALSE]) + names(diffnets[[q]]$toa) <- rownames(diffnet_obj$toa) + + diffnets[[q]]$adopt <- diffnet_obj$adopt[[q]] + + diffnets[[q]]$cumadopt <- diffnet_obj$cumadopt[[q]] + + } + return(diffnets) +} + +test_that("toa, adopt, and cumadopt should be equal! (split_behaviors)", { + set.seed(12131) + n <- 50 + t <- 5 + graph <- rgraph_ws(n, 4, p=.3) + seed.nodes <- c(1,5,7,10) + thr <- runif(n, .2,.4) + + # Generating identical networks + net_single <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = 0.1, + t = t, rewire = FALSE, threshold.dist = thr) + + net_multiple <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = list(0.1, 0.1), + t = t, rewire = FALSE, threshold.dist = thr) + + net_single_from_multiple <- split_behaviors(net_multiple) + net_single_from_multiple_1 <- net_single_from_multiple[[1]] + + expect_equal(net_single_from_multiple_1$toa, net_single$toa) # Error: names for current but not for target + expect_equal(net_single_from_multiple_1$adopt, net_single$adopt) + expect_equal(net_single_from_multiple_1$cumadopt, net_single$cumadopt) +}) + +# Let's check the plots. + +plot_diffnet(net_single$graph, net_single$adopt) +plot_diffnet(net_single_from_multiple_1$graph, net_single_from_multiple_1$adopt) + +plot_infectsuscep(net_single$graph, net_single$toa) +plot_infectsuscep(net_single_from_multiple_1$graph, net_single_from_multiple_1$toa) + +set.seed(1234) # they are almost the same +plot_threshold(net_single$graph, + exposure(net_single$graph, net_single$cumadopt), + net_single$toa) +plot_threshold(net_single_from_multiple_1$graph, + exposure(net_single_from_multiple_1$graph, net_single$cumadopt), + net_single_from_multiple_1$toa) + +################################################################################ + +set.seed(1234) +net_2 <- rdiffnet(50,5, seed.p.adopt = list(0.1, 0.1)) +#str(net_2) +net_2_splitted <- split_behaviors(net_2) +net_1_from_2 <- net_2_splitted[[1]] +expect_s3_class(net_1_from_2, "diffnet") +#str(net_1_from_2) +#str_net_1_from_2 <- capture.output(str(net_1_from_2)) + +net_1 <- rdiffnet(50,5, seed.p.adopt = 0.1, seed.nodes = c(1,2,3,4,5)) +net_1_1 <- rdiffnet(50,5, seed.p.adopt = 0.1, seed.nodes = c(1,2,3,4,5)) +expect_equivalent(net_1$toa, net_1_1$toa) + +#str(net_1) +#str_net_1 <- capture.output(str(net_1)) + +expect_equivalent(net_1_from_2$toa, net_1$toa) +expect_equal(net_1_from_2$adopt, net_1$adopt) +expect_equal(net_1_from_2$cumadopt, net_1$cumadopt) +#identical(str_net_1_from_2, str_net_1) From 328548e8e629e9f8f0dc70eff78ecf74198b341d Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Thu, 21 Nov 2024 13:40:19 -0700 Subject: [PATCH 36/56] a buch of things: 1. new test for toa_diff with diffnet obj as input, 2. modifications to toa_diff, now allowing for matrix and multiple-diff diffnet obj, 3. tests for toa_diff with multi-diff inputs, 4. adding split_behavior as new function in rdiffnet, and 5. adding tests for split_behaviors in test-rdiffnet --- R/adjmat.r | 81 ++++++++++++++++++++++++++++++++-- R/rdiffnet.r | 41 ++++++++--------- tests/testthat/test-adjmat.R | 27 +++++------- tests/testthat/test-rdiffnet.R | 23 ++++++++++ 4 files changed, 131 insertions(+), 41 deletions(-) diff --git a/R/adjmat.r b/R/adjmat.r index c0b08c9..d9b1460 100644 --- a/R/adjmat.r +++ b/R/adjmat.r @@ -603,11 +603,84 @@ toa_mat.integer <- function(times, labels=NULL, toa_diff <- function(obj, t0=NULL, labels=NULL) { # Calculating t0 (if it was not provided) - if (!inherits(obj, "diffnet") && !length(t0)) + if (!inherits(obj, "diffnet") && !length(t0)){ t0 <- as.integer(min(obj, na.rm = TRUE)) - else - t0 <- obj$meta$pers[1] + } else { + t0 <- obj$meta$pers[1]} + # setting num_of_behavior and making lists for multi-diff + if (inherits(obj, "matrix")) { #multiple + num_of_behavior <- ncol(obj) + obj <- lapply(asplit(obj, MARGIN = 2), as.integer) + multiple <- TRUE + } else if (inherits(obj, "diffnet")){ + if (inherits(obj$toa, "matrix")) {#multiple + num_of_behavior <- ncol(obj$toa) + obj <- split_behaviors(obj) + multiple <- TRUE} else {multiple <- FALSE} + } else {num_of_behavior <- 1; multiple <- FALSE} + + if (multiple) { + out_list <- list() + for (q in 1:num_of_behavior) { + out_list[[q]] <- toa_diff.unique(obj[[q]], t0) + } + return(out_list) + } else { + out <- toa_diff.unique(obj, t0) + return(out) + } +} + +# +# +# if (multiple) { +# for (q in 1:ncol(obj$toa)) { +# +# +# # Calculating t0 (if it was not provided) +# if (!inherits(obj, "diffnet") && !length(t0)) { +# t0 <- as.integer(min(obj[,q], na.rm = TRUE)) +# } else { +# t0 <- obj$meta$pers[1]} +# +# # Computing the difference +# if (inherits(obj, "integer")) { +# out <- toa_diff_cpp(obj - t0 + 1L) +# } else if (inherits(obj, "numeric")) { +# warning("coercing -obj- to integer.") +# out <- toa_diff_cpp(as.integer(obj) - t0 + 1L) +# } else if (inherits(obj, "diffnet")) { +# out <- toa_diff_cpp(obj$toa - t0 + 1L) +# } else stop("No method defined for class -",class(obj),"-") +# +# out +# +# } +# +# +# } else { +# # Calculating t0 (if it was not provided) +# if (!inherits(obj, "diffnet") && !length(t0)) +# t0 <- as.integer(min(obj, na.rm = TRUE)) +# else +# t0 <- obj$meta$pers[1] +# +# # Computing the difference +# if (inherits(obj, "integer")) { +# out <- toa_diff_cpp(obj - t0 + 1L) +# } else if (inherits(obj, "numeric")) { +# warning("coercing -obj- to integer.") +# out <- toa_diff_cpp(as.integer(obj) - t0 + 1L) +# } else if (inherits(obj, "diffnet")) { +# out <- toa_diff_cpp(obj$toa - t0 + 1L) +# } else stop("No method defined for class -",class(obj),"-") +# +# return(out) +# } +# } + +toa_diff.unique <- function(obj, t0) { # Computing the difference if (inherits(obj, "integer")) { out <- toa_diff_cpp(obj - t0 + 1L) @@ -618,7 +691,7 @@ toa_diff <- function(obj, t0=NULL, labels=NULL) { out <- toa_diff_cpp(obj$toa - t0 + 1L) } else stop("No method defined for class -",class(obj),"-") - out + return(out) } # @rdname toa_diff diff --git a/R/rdiffnet.r b/R/rdiffnet.r index f007ef1..a8d3d05 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -510,27 +510,19 @@ rdiffnet <- function( rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { # seed.p.adopt stuff - # The class of seed.p.adopt determines if is a single or multiple diff pross. if (inherits(seed.p.adopt, "list")) { - message(paste("Message: Multi-diffusion behavior simulation selected.", "Number of behaviors: ", length(seed.p.adopt))) - multi <- TRUE - } else if (inherits(seed.p.adopt, "numeric")) { - if (length(seed.p.adopt)>1) { stop(paste("length(seed.p.adopt) =", length(seed.p.adopt), ", but for multi-diffusion -seed.p.adopt- must be a -list-.")) } - multi <- FALSE - } else { - stop("The object -seed.p.adopt- must be a -numeric- (for a single behavior diff)", "or a -list- (multiple behavior diff).") } @@ -545,23 +537,17 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { if (length(seed.nodes) != length(seed.p.adopt)) { stop("Length of lists -seed.nodes- and -seed.p.adopt- must be the same for multi diffusion.") } - if (all(sapply(seed.nodes, is.character))) { - if (any(!seed.nodes %in% c("marginal", "central", "random"))) { stop("Some element in list -seed.nodes- is a -character- different from 'marginal', 'central', or 'random'.") } - } else if (all(sapply(seed.nodes, is.numeric))) { - if (any(sapply(seed.nodes, is.null))) { stop("There is a NULL -numeric- element") } - if (any(sapply(seed.nodes, function(x) any(x != round(x))))) { stop("Some value in the elements of the list -seed.nodes- is non-integer.") } - } else { stop("All elements of the list seed.nodes must be either -character- or -numeric-.") } @@ -576,7 +562,6 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { message("Message: Object -seed.nodes- converted to a -list-.", "For example, the first behavior has seed -", seed.nodes[[1]], "-, the second has -", seed.nodes[[2]], "-, etc.") } else { - message("Message: Object -seed.nodes- converted to a -list-.", "All behaviors will have the same -", seed.nodes, "- seed nodes.") seed.nodes <- replicate(length(seed.p.adopt), seed.nodes, simplify = FALSE) @@ -599,11 +584,9 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { message(paste("Message: Name of 1 behavior provided, but", length(seed.p.adopt), "are needed. "), "Names generalized to 'behavior'_1, 'behavior'_2, etc.") behaviors <- list() - for (i in seq_along(seed.p.adopt)) { behaviors[[i]] <- paste(behavior, i, sep = "_") } - behavior <- behaviors } @@ -612,21 +595,16 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { # For Single-diff. if (length(seed.nodes) == 1 && inherits(seed.nodes, "character")) { - if (!seed.nodes %in% c("marginal", "central", "random")) { stop("Object -seed.nodes- is a -character- different from 'marginal', 'central', or 'random'.") } - } else if (!inherits(seed.nodes, "character")) { - if (any(sapply(seed.nodes, function(x) any(x != round(x))))) { stop("Some value in the elements of the list -seed.nodes- is non-integer.") } - } else { stop("Unsupported -seed.nodes- value. See the manual for references.") } - if (length(behavior)>1) { stop("More names were provided than necessary.") } @@ -643,3 +621,22 @@ rdiffnet_validate_args <- function(seed.p.adopt, seed.nodes, behavior) { num_of_behaviors = length(seed.p.adopt) ) } + +split_behaviors <- function(diffnet_obj) { + + # creates a list, keeping the structure of each element + diffnets <- replicate(ncol(diffnet_obj$toa), diffnet_obj, simplify = FALSE) + + # loop over the behaviors + for (q in 1:ncol(diffnet_obj$toa)) { + diffnets[[q]]$toa <- as.integer(diffnet_obj$toa[, q, drop = FALSE]) + names(diffnets[[q]]$toa) <- rownames(diffnet_obj$toa) + + diffnets[[q]]$adopt <- diffnet_obj$adopt[[q]] + + diffnets[[q]]$cumadopt <- diffnet_obj$cumadopt[[q]] + } + + return(diffnets) +} + diff --git a/tests/testthat/test-adjmat.R b/tests/testthat/test-adjmat.R index 1cf02bb..1c20f1b 100644 --- a/tests/testthat/test-adjmat.R +++ b/tests/testthat/test-adjmat.R @@ -129,6 +129,7 @@ test_that("In toa_diff, its dim should be equal to the input mat", { expect_equal(dim(toa_diff(times)), c(4,4)) expect_equal(dim(toa_diff(as.integer(times))), c(4,4)) expect_equal(toa_diff(times), toa_diff(as.integer(times))) + expect_equal(toa_diff(diffnet), toa_diff(times)) }) test_that("Checking toa_mat output", { @@ -153,17 +154,8 @@ context("Time of Adoption -multiple- (toa_mat, toa_dif)") times_1 <- c(2001L, 2004L, 2003L, 2008L) times_2 <- c(2001L, 2005L, 2006L, 2008L) times <- matrix(c(times_1, times_2), nrow = 4, ncol = 2) -graph <- lapply(2001:2008, function(x) rgraph_er(4)) -diffnet <- new_diffnet(graph, times) -#toa_mat(diffnet) -toa <- toa_mat(times) -test_that("Should warn about -times- not been integer. -multiple-.", { - times_1 <- as.numeric(c(2001L, 2004L, 2003L, 2008L)) - times_2 <- as.numeric(c(2001L, 2002L, 2003L, 2005L)) - times <- matrix(c(times_1, times_2), nrow = 4, ncol = 2) - expect_warning(toa_mat(times), "will be coersed to integer") -}) +toa <- toa_mat(times) test_that("Dimensions of TOA mat should be ok. -multiple-.", { for (q in 1:length(toa)) { @@ -183,11 +175,16 @@ test_that("Passing labels should work. -multiple-.", { } }) -# test_that("In toa_diff, its dim should be equal to the input mat. -multiple-.", { -# expect_equal(dim(toa_diff(times)), c(4,4)) -# expect_equal(dim(toa_diff(as.integer(times))), c(4,4)) -# expect_equal(toa_diff(times), toa_diff(as.integer(times))) -# }) +graph <- lapply(2001:2008, function(x) rgraph_er(4)) +diffnet <- new_diffnet(graph, times) + +test_that("In toa_diff, its dim should be equal to the input mat. -multiple-.", { + expect_equal(length(toa_diff(times)), 2) + expect_equal(dim(toa_diff(times)[[1]]), c(4,4)) + expect_equal(length(toa_diff(diffnet)), 2) + expect_equal(dim(toa_diff(diffnet)[[1]]), c(4,4)) + expect_equal(toa_diff(times), toa_diff(diffnet)) +}) test_that("Checking toa_mat output. -multiple-.", { diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index 380ffeb..a2efd3d 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -156,6 +156,29 @@ test_that("All should be equal! (multiple)", { expect_equal(net1, net2) }) +test_that("toa, adopt, and cumadopt should be equal! (split_behaviors tests)", { + set.seed(12131) + n <- 50 + t <- 5 + graph <- rgraph_ws(n, 4, p=.3) + seed.nodes <- c(1,5,7,10) + thr <- runif(n, .2,.4) + + # Generating identical networks + net_single <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = 0.1, + t = t, rewire = FALSE, threshold.dist = thr) + + net_multiple <- rdiffnet(seed.graph = graph, seed.nodes = seed.nodes, seed.p.adopt = list(0.1, 0.1), + t = t, rewire = FALSE, threshold.dist = thr) + + net_single_from_multiple <- split_behaviors(net_multiple) + net_single_from_multiple_1 <- net_single_from_multiple[[1]] + + expect_equal(net_single_from_multiple_1$toa, net_single$toa) # Error: names for current but not for target + expect_equal(net_single_from_multiple_1$adopt, net_single$adopt) + expect_equal(net_single_from_multiple_1$cumadopt, net_single$cumadopt) +}) + #rdiffnet(100, 5, seed.p.adopt = 0.9, threshold.dist = 2, exposure.args = list(normalized=FALSE)) From 90a85103f151b1508e3ed5df30c66b994d3c0ddf Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Thu, 21 Nov 2024 13:56:00 -0700 Subject: [PATCH 37/56] improving readability of toa_diff --- R/adjmat.r | 24 ++++++++++++------------ 1 file changed, 12 insertions(+), 12 deletions(-) diff --git a/R/adjmat.r b/R/adjmat.r index d9b1460..674c719 100644 --- a/R/adjmat.r +++ b/R/adjmat.r @@ -608,27 +608,27 @@ toa_diff <- function(obj, t0=NULL, labels=NULL) { } else { t0 <- obj$meta$pers[1]} - # setting num_of_behavior and making lists for multi-diff - if (inherits(obj, "matrix")) { #multiple + # determining num_of_behavior and prepare for multi-diffusion + num_of_behavior <- 1 + multiple <- FALSE + + if (inherits(obj, "matrix")) { # multiple num_of_behavior <- ncol(obj) obj <- lapply(asplit(obj, MARGIN = 2), as.integer) multiple <- TRUE - } else if (inherits(obj, "diffnet")){ - if (inherits(obj$toa, "matrix")) {#multiple + } else if (inherits(obj, "diffnet")) { + if (inherits(obj$toa, "matrix")) { # multiple num_of_behavior <- ncol(obj$toa) obj <- split_behaviors(obj) - multiple <- TRUE} else {multiple <- FALSE} - } else {num_of_behavior <- 1; multiple <- FALSE} + multiple <- TRUE + } + } if (multiple) { - out_list <- list() - for (q in 1:num_of_behavior) { - out_list[[q]] <- toa_diff.unique(obj[[q]], t0) - } + out_list <- lapply(seq_len(num_of_behavior), function(q) toa_diff.unique(obj[[q]], t0)) return(out_list) } else { - out <- toa_diff.unique(obj, t0) - return(out) + return(toa_diff.unique(obj, t0)) } } From ebd2b83eb203f124eef382ec40dbd19c551e8795 Mon Sep 17 00:00:00 2001 From: "George G. Vega Yon" Date: Mon, 25 Nov 2024 11:45:56 -0700 Subject: [PATCH 38/56] Adding disadopt --- R/RcppExports.R | 349 ---------------------------- R/rdiffnet.r | 22 +- src/RcppExports.cpp | 552 -------------------------------------------- 3 files changed, 20 insertions(+), 903 deletions(-) delete mode 100644 R/RcppExports.R delete mode 100644 src/RcppExports.cpp diff --git a/R/RcppExports.R b/R/RcppExports.R deleted file mode 100644 index b756fc7..0000000 --- a/R/RcppExports.R +++ /dev/null @@ -1,349 +0,0 @@ -# Generated by using Rcpp::compileAttributes() -> do not edit by hand -# Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 - -edgelist_to_adjmat_cpp <- function(edgelist, weights = as.numeric( c()), n = 0L, undirected = FALSE, self = FALSE, multiple = FALSE) { - .Call(`_netdiffuseR_edgelist_to_adjmat_cpp`, edgelist, weights, n, undirected, self, multiple) -} - -adjmat_to_edgelist_cpp <- function(adjmat, undirected = TRUE) { - .Call(`_netdiffuseR_adjmat_to_edgelist_cpp`, adjmat, undirected) -} - -toa_diff_cpp <- function(year) { - .Call(`_netdiffuseR_toa_diff_cpp`, year) -} - -egonet_attrs_cpp <- function(graph, V, outer = TRUE, self = TRUE, valued = TRUE) { - .Call(`_netdiffuseR_egonet_attrs_cpp`, graph, V, outer, self, valued) -} - -approx_geodesicCpp <- function(G, n = 6L, warn = FALSE) { - .Call(`_netdiffuseR_approx_geodesicCpp`, G, n, warn) -} - -infection_cpp <- function(graph, times, normalize = TRUE, K = 1L, r = 0.5, expdiscount = FALSE, n = 0L, valued = FALSE, outgoing = TRUE) { - .Call(`_netdiffuseR_infection_cpp`, graph, times, normalize, K, r, expdiscount, n, valued, outgoing) -} - -susceptibility_cpp <- function(graph, times, normalize = TRUE, K = 1L, r = 0.5, expdiscount = FALSE, n = 0L, valued = FALSE, outgoing = TRUE) { - .Call(`_netdiffuseR_susceptibility_cpp`, graph, times, normalize, K, r, expdiscount, n, valued, outgoing) -} - -select_egoalter_cpp <- function(adjmat_t0, adjmat_t1, adopt_t0, adopt_t1) { - .Call(`_netdiffuseR_select_egoalter_cpp`, adjmat_t0, adjmat_t1, adopt_t0, adopt_t1) -} - -sp_trimatl <- function(x) { - .Call(`_netdiffuseR_sp_trimatl`, x) -} - -sp_diag <- function(x, v) { - .Call(`_netdiffuseR_sp_diag`, x, v) -} - -unif_rand_w_exclusion <- function(n, e) { - .Call(`_netdiffuseR_unif_rand_w_exclusion`, n, e) -} - -sp_as_undirected <- function(x) { - .Call(`_netdiffuseR_sp_as_undirected`, x) -} - -bootnet_fillself <- function(graph, index, E) { - .Call(`_netdiffuseR_bootnet_fillself`, graph, index, E) -} - -#' Distribution over a grid -#' -#' Distribution of pairs over a grid of fix size. -#' -#' @param x Numeric vector of size \eqn{n} -#' @param y Numeric vector of size \eqn{n} -#' @param nlevels Integer scalar. Number of bins to return -#' @details -#' -#' This function ment for internal use only. -#' -#' @export -#' @keywords misc dplot -#' @family visualizations -#' @seealso Used by \code{\link{plot_infectsuscep}} -#' @return Returns a list with three elements -#' \item{x}{Numeric vector of size \code{nlevels} with the class marks for x} -#' \item{y}{Numeric vector of size \code{nlevels} with the class marks for y} -#' \item{z}{Numeric matrix of size \code{nlevels} by \code{nlevels} with the distribution % -#' of the elements in terms of frequency} -#' @section Examples: -#' \preformatted{ -#' # Generating random vectors of size 100 -#' x <- rnorm(100) -#' y <- rnorm(100) -#' -#' # Calculating distribution -#' grid_distribution(x,y,20) -#' } -grid_distribution <- function(x, y, nlevels = 100L) { - .Call(`_netdiffuseR_grid_distribution`, x, y, nlevels) -} - -#' Compute ego/alter edge coordinates considering alter's size and aspect ratio -#' -#' Given a graph, vertices' positions and sizes, calculates the absolute positions -#' of the endpoints of the edges considering the plot's aspect ratio. -#' -#' @param graph A square matrix of size \eqn{n}. Adjacency matrix. -#' @param toa Integer vector of size \eqn{n}. Times of adoption. -#' @param x Numeric vector of size \eqn{n}. x-coordinta of vertices. -#' @param y Numeric vector of size \eqn{n}. y-coordinta of vertices. -#' @param vertex_cex Numeric vector of size \eqn{n}. Vertices' sizes in terms -#' of the x-axis (see \code{\link{symbols}}). -#' @param undirected Logical scalar. Whether the graph is undirected or not. -#' @param no_contemporary Logical scalar. Whether to return (compute) edges' -#' coordiantes for vertices with the same time of adoption (see details). -#' @param dev Numeric vector of size 2. Height and width of the device (see details). -#' @param ran Numeric vector of size 2. Range of the x and y axis (see details). -#' @param curved Logical vector. -#' @return A numeric matrix of size \eqn{m\times 5}{m * 5} with the following -#' columns: -#' \item{x0, y0}{Edge origin} -#' \item{x1, y1}{Edge target} -#' \item{alpha}{Relative angle between \code{(x0,y0)} and \code{(x1,y1)} in terms -#' of radians} -#' With \eqn{m} as the number of resulting edges. -#' @details -#' -#' In order to make the plot's visualization more appealing, this function provides -#' a straight forward way of computing the tips of the edges considering the -#' aspect ratio of the axes range. In particular, the following corrections are -#' made at the moment of calculating the egdes coords: -#' -#' \itemize{ -#' \item{Instead of using the actual distance between ego and alter, a relative -#' one is calculated as follows -#' \deqn{d'=\left[(x_0-x_1)^2 + (y_0' - y_1')^2\right]^\frac{1}{2}}{d'=sqrt[(x0-x1)^2 + (y0'-y1')^2]} -#' where \eqn{% -#' y_i'=y_i\times\frac{\max x - \min x}{\max y - \min y} }{% -#' yi' = yi * [max(x) - min(x)]/[max(y) - min(y)]} -#' } -#' \item{Then, for the relative elevation angle, \code{alpha}, the relative distance \eqn{d'} -#' is used, \eqn{\alpha'=\arccos\left( (x_0 - x_1)/d' \right)}{\alpha' = acos[ (x0 - x1)/d' ]}} -#' \item{Finally, the edge's endpoint's (alter) coordinates are computed as follows: % -#' \deqn{% -#' x_1' = x_1 + \cos(\alpha')\times v_1}{% -#' x1' = x1 + cos(\alpha') * v1 -#' } -#' \deqn{% -#' y_1' = y_1 -+ \sin(\alpha')\times v_1 \times\frac{\max y - \min y}{\max x - \min x} }{% -#' y1' = y1 -+ sin(\alpha')*[max(y) - min(y)]/[max(x) - min(x)] -#' } -#' Where \eqn{v_1}{v1} is alter's size in terms of the x-axis, and the sign of -#' the second term in \eqn{y_1'}{y1'} is negative iff \eqn{y_0 < y_1}{y0"} or \code{"greater"}, -#' \code{"<"} or \code{"smaller"}, \code{">="} or \code{"greaterequal"}, -#' \code{"<="} or \code{"smallerequal"}, \code{"=="} or \code{"equal"}. -#' -#' -#' @return A matrix \code{dgCMatrix} of size \eqn{n\times n}{n*n} with values in -#' the form of \eqn{funname(x_i,x_j)}{funname(X[i],X[j])}. -#' @family dyadic-level comparison functions -#' @examples -#' -#' # Basic example ------------------------------------------------------------ -#' set.seed(1313) -#' G <- rgraph_ws(10, 4, .2) -#' x <- rnorm(10) -#' -#' vertex_covariate_compare(G, x, "distance") -#' vertex_covariate_compare(G, x, "^2") -#' vertex_covariate_compare(G, x, ">=") -#' vertex_covariate_compare(G, x, "<=") -#' @export -vertex_covariate_compare <- function(graph, X, funname) { - .Call(`_netdiffuseR_vertex_covariate_compare`, graph, X, funname) -} - -moran_cpp <- function(x, w) { - .Call(`_netdiffuseR_moran_cpp`, x, w) -} - -matrix_compareCpp <- function(A, B, fun) { - .Call(`_netdiffuseR_matrix_compareCpp`, A, B, fun) -} - -struct_test_mean <- function(y, funname, self = FALSE) { - .Call(`_netdiffuseR_struct_test_mean`, y, funname, self) -} - -struct_test_var <- function(y, funname, self = FALSE) { - .Call(`_netdiffuseR_struct_test_var`, y, funname, self) -} - -#' Computes variance of \eqn{Y} at ego level -#' @param graph A matrix of size \eqn{n\times n}{n*n} of class \code{dgCMatrix}. -#' @param Y A numeric vector of length \eqn{n}. -#' @param funname Character scalar. Comparison to make (see \code{\link{vertex_covariate_compare}}). -#' @param all Logical scalar. When \code{FALSE} (default) \eqn{f_i} is mean at -#' ego level. Otherwise is fix for all i (see details). -#' @details -#' -#' For each vertex \eqn{i} the variance is computed as follows -#' -#' \deqn{% -#' (\sum_j a_{ij})^{-1}\sum_j a_{ij} \left[f(y_i,y_j) - f_i\right]^2 -#' }{% -#' (sum_j a(ij))^(-1) * \sum_j a(ij) * [f(y(i),y(j)) - f(i)]^2 -#' } -#' -#' Where \eqn{a_{ij}}{a(ij)} is the ij-th element of \code{graph}, \eqn{f} is -#' the function specified in \code{funname}, and, if \code{all=FALSE} -#' \eqn{f_i = \sum_j a_{ij}f(y_i,y_j)^2/\sum_ja_{ij}}{f(i)=\sum_j a(ij)f(y(i), y(j))^2/\sum_j a(ij)}, -#' otherwise \eqn{f_i = f_j = \frac{1}{n^2}\sum_{i,j}f(y_i,y_j)}{f(i)=f(j)=(1/n^2)\sum_(i,j) f(y_i,y_j)} -#' -#' -#' This is an auxiliary function for \code{\link{struct_test}}. The idea is -#' to compute an adjusted measure of disimilarity between vertices, so the -#' closest in terms of \eqn{f} is \eqn{i} to its neighbors, the smaller the -#' relative variance. -#' @return A numeric vector of length \eqn{n}. -#' @export -#' @seealso \code{\link{struct_test}} -#' @family statistics -ego_variance <- function(graph, Y, funname, all = FALSE) { - .Call(`_netdiffuseR_ego_variance`, graph, Y, funname, all) -} - diff --git a/R/rdiffnet.r b/R/rdiffnet.r index 7abcd17..cd000a0 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -320,7 +320,8 @@ rdiffnet <- function( exposure.args = list(), name = "A diffusion network", behavior = "Random contagion", - stop.no.diff = TRUE + stop.no.diff = TRUE, + disadopt = NULL ) { # Checking options @@ -451,6 +452,8 @@ rdiffnet <- function( # Step 3.0: Running the simulation ------------------------------------------- for (i in 2:t) { + + # 3.1 Computing exposure if (exists("attrs_arr")){ exposure.args[c("attrs")] <- list(attrs_arr[,i, ,drop=FALSE]) } @@ -460,16 +463,31 @@ rdiffnet <- function( for (q in 1:num_of_behaviors) { + # 3.2 Identifying who adopts based on the threshold whoadopts <- which( (expo[,,q] >= thr[,q]) ) + + # 3.3 Updating the cumadopt cumadopt[whoadopts, i:t, q] <- 1L - # ADD SOMETHING TO DISADOPT + # 3.4` Updating the toa + # toa[cbind(whoadopts, q)] <- t toa[, q] <- apply(cumadopt[,, q], 1, function(x) { first_adopt <- which(x == 1) if (length(first_adopt) > 0) first_adopt[1] else NA }) } + + if (length(disadopt)) { + + # Run the disadoption algorithm. This will return the following: + # - The updated cupadopt + # - A vector of who disadopted + # - A list of the same length of what was disadopted. + disadopt_res <- disadopt(expo, cupadopt, t) + + + } } for (i in 1:num_of_behaviors) { diff --git a/src/RcppExports.cpp b/src/RcppExports.cpp deleted file mode 100644 index f4c1945..0000000 --- a/src/RcppExports.cpp +++ /dev/null @@ -1,552 +0,0 @@ -// Generated by using Rcpp::compileAttributes() -> do not edit by hand -// Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 - -#include -#include - -using namespace Rcpp; - -#ifdef RCPP_USE_GLOBAL_ROSTREAM -Rcpp::Rostream& Rcpp::Rcout = Rcpp::Rcpp_cout_get(); -Rcpp::Rostream& Rcpp::Rcerr = Rcpp::Rcpp_cerr_get(); -#endif - -// edgelist_to_adjmat_cpp -arma::sp_mat edgelist_to_adjmat_cpp(const arma::mat& edgelist, NumericVector weights, int n, bool undirected, bool self, bool multiple); -RcppExport SEXP _netdiffuseR_edgelist_to_adjmat_cpp(SEXP edgelistSEXP, SEXP weightsSEXP, SEXP nSEXP, SEXP undirectedSEXP, SEXP selfSEXP, SEXP multipleSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::mat& >::type edgelist(edgelistSEXP); - Rcpp::traits::input_parameter< NumericVector >::type weights(weightsSEXP); - Rcpp::traits::input_parameter< int >::type n(nSEXP); - Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - Rcpp::traits::input_parameter< bool >::type multiple(multipleSEXP); - rcpp_result_gen = Rcpp::wrap(edgelist_to_adjmat_cpp(edgelist, weights, n, undirected, self, multiple)); - return rcpp_result_gen; -END_RCPP -} -// adjmat_to_edgelist_cpp -arma::mat adjmat_to_edgelist_cpp(const arma::sp_mat& adjmat, bool undirected); -RcppExport SEXP _netdiffuseR_adjmat_to_edgelist_cpp(SEXP adjmatSEXP, SEXP undirectedSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type adjmat(adjmatSEXP); - Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); - rcpp_result_gen = Rcpp::wrap(adjmat_to_edgelist_cpp(adjmat, undirected)); - return rcpp_result_gen; -END_RCPP -} -// toa_diff_cpp -IntegerMatrix toa_diff_cpp(const IntegerVector& year); -RcppExport SEXP _netdiffuseR_toa_diff_cpp(SEXP yearSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const IntegerVector& >::type year(yearSEXP); - rcpp_result_gen = Rcpp::wrap(toa_diff_cpp(year)); - return rcpp_result_gen; -END_RCPP -} -// egonet_attrs_cpp -List egonet_attrs_cpp(const arma::sp_mat& graph, const arma::uvec V, bool outer, bool self, bool valued); -RcppExport SEXP _netdiffuseR_egonet_attrs_cpp(SEXP graphSEXP, SEXP VSEXP, SEXP outerSEXP, SEXP selfSEXP, SEXP valuedSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const arma::uvec >::type V(VSEXP); - Rcpp::traits::input_parameter< bool >::type outer(outerSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - Rcpp::traits::input_parameter< bool >::type valued(valuedSEXP); - rcpp_result_gen = Rcpp::wrap(egonet_attrs_cpp(graph, V, outer, self, valued)); - return rcpp_result_gen; -END_RCPP -} -// approx_geodesicCpp -arma::sp_mat approx_geodesicCpp(const arma::sp_mat& G, unsigned int n, bool warn); -RcppExport SEXP _netdiffuseR_approx_geodesicCpp(SEXP GSEXP, SEXP nSEXP, SEXP warnSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type G(GSEXP); - Rcpp::traits::input_parameter< unsigned int >::type n(nSEXP); - Rcpp::traits::input_parameter< bool >::type warn(warnSEXP); - rcpp_result_gen = Rcpp::wrap(approx_geodesicCpp(G, n, warn)); - return rcpp_result_gen; -END_RCPP -} -// infection_cpp -NumericVector infection_cpp(List graph, const arma::colvec& times, bool normalize, int K, double r, bool expdiscount, int n, bool valued, bool outgoing); -RcppExport SEXP _netdiffuseR_infection_cpp(SEXP graphSEXP, SEXP timesSEXP, SEXP normalizeSEXP, SEXP KSEXP, SEXP rSEXP, SEXP expdiscountSEXP, SEXP nSEXP, SEXP valuedSEXP, SEXP outgoingSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< List >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type times(timesSEXP); - Rcpp::traits::input_parameter< bool >::type normalize(normalizeSEXP); - Rcpp::traits::input_parameter< int >::type K(KSEXP); - Rcpp::traits::input_parameter< double >::type r(rSEXP); - Rcpp::traits::input_parameter< bool >::type expdiscount(expdiscountSEXP); - Rcpp::traits::input_parameter< int >::type n(nSEXP); - Rcpp::traits::input_parameter< bool >::type valued(valuedSEXP); - Rcpp::traits::input_parameter< bool >::type outgoing(outgoingSEXP); - rcpp_result_gen = Rcpp::wrap(infection_cpp(graph, times, normalize, K, r, expdiscount, n, valued, outgoing)); - return rcpp_result_gen; -END_RCPP -} -// susceptibility_cpp -NumericVector susceptibility_cpp(List graph, const arma::colvec& times, bool normalize, int K, double r, bool expdiscount, int n, bool valued, bool outgoing); -RcppExport SEXP _netdiffuseR_susceptibility_cpp(SEXP graphSEXP, SEXP timesSEXP, SEXP normalizeSEXP, SEXP KSEXP, SEXP rSEXP, SEXP expdiscountSEXP, SEXP nSEXP, SEXP valuedSEXP, SEXP outgoingSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< List >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type times(timesSEXP); - Rcpp::traits::input_parameter< bool >::type normalize(normalizeSEXP); - Rcpp::traits::input_parameter< int >::type K(KSEXP); - Rcpp::traits::input_parameter< double >::type r(rSEXP); - Rcpp::traits::input_parameter< bool >::type expdiscount(expdiscountSEXP); - Rcpp::traits::input_parameter< int >::type n(nSEXP); - Rcpp::traits::input_parameter< bool >::type valued(valuedSEXP); - Rcpp::traits::input_parameter< bool >::type outgoing(outgoingSEXP); - rcpp_result_gen = Rcpp::wrap(susceptibility_cpp(graph, times, normalize, K, r, expdiscount, n, valued, outgoing)); - return rcpp_result_gen; -END_RCPP -} -// select_egoalter_cpp -DataFrame select_egoalter_cpp(const arma::sp_mat& adjmat_t0, const arma::sp_mat& adjmat_t1, const NumericVector& adopt_t0, const NumericVector& adopt_t1); -RcppExport SEXP _netdiffuseR_select_egoalter_cpp(SEXP adjmat_t0SEXP, SEXP adjmat_t1SEXP, SEXP adopt_t0SEXP, SEXP adopt_t1SEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type adjmat_t0(adjmat_t0SEXP); - Rcpp::traits::input_parameter< const arma::sp_mat& >::type adjmat_t1(adjmat_t1SEXP); - Rcpp::traits::input_parameter< const NumericVector& >::type adopt_t0(adopt_t0SEXP); - Rcpp::traits::input_parameter< const NumericVector& >::type adopt_t1(adopt_t1SEXP); - rcpp_result_gen = Rcpp::wrap(select_egoalter_cpp(adjmat_t0, adjmat_t1, adopt_t0, adopt_t1)); - return rcpp_result_gen; -END_RCPP -} -// sp_trimatl -arma::sp_mat sp_trimatl(const arma::sp_mat& x); -RcppExport SEXP _netdiffuseR_sp_trimatl(SEXP xSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type x(xSEXP); - rcpp_result_gen = Rcpp::wrap(sp_trimatl(x)); - return rcpp_result_gen; -END_RCPP -} -// sp_diag -arma::sp_mat sp_diag(const arma::sp_mat& x, const arma::vec& v); -RcppExport SEXP _netdiffuseR_sp_diag(SEXP xSEXP, SEXP vSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type x(xSEXP); - Rcpp::traits::input_parameter< const arma::vec& >::type v(vSEXP); - rcpp_result_gen = Rcpp::wrap(sp_diag(x, v)); - return rcpp_result_gen; -END_RCPP -} -// unif_rand_w_exclusion -int unif_rand_w_exclusion(int n, int e); -RcppExport SEXP _netdiffuseR_unif_rand_w_exclusion(SEXP nSEXP, SEXP eSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< int >::type n(nSEXP); - Rcpp::traits::input_parameter< int >::type e(eSEXP); - rcpp_result_gen = Rcpp::wrap(unif_rand_w_exclusion(n, e)); - return rcpp_result_gen; -END_RCPP -} -// sp_as_undirected -arma::sp_mat sp_as_undirected(const arma::sp_mat& x); -RcppExport SEXP _netdiffuseR_sp_as_undirected(SEXP xSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type x(xSEXP); - rcpp_result_gen = Rcpp::wrap(sp_as_undirected(x)); - return rcpp_result_gen; -END_RCPP -} -// bootnet_fillself -arma::sp_mat bootnet_fillself(arma::sp_mat& graph, const IntegerVector& index, const NumericVector& E); -RcppExport SEXP _netdiffuseR_bootnet_fillself(SEXP graphSEXP, SEXP indexSEXP, SEXP ESEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const IntegerVector& >::type index(indexSEXP); - Rcpp::traits::input_parameter< const NumericVector& >::type E(ESEXP); - rcpp_result_gen = Rcpp::wrap(bootnet_fillself(graph, index, E)); - return rcpp_result_gen; -END_RCPP -} -// grid_distribution -List grid_distribution(const arma::vec& x, const arma::vec& y, int nlevels); -RcppExport SEXP _netdiffuseR_grid_distribution(SEXP xSEXP, SEXP ySEXP, SEXP nlevelsSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::vec& >::type x(xSEXP); - Rcpp::traits::input_parameter< const arma::vec& >::type y(ySEXP); - Rcpp::traits::input_parameter< int >::type nlevels(nlevelsSEXP); - rcpp_result_gen = Rcpp::wrap(grid_distribution(x, y, nlevels)); - return rcpp_result_gen; -END_RCPP -} -// edges_coords -NumericMatrix edges_coords(const arma::sp_mat& graph, const arma::colvec& toa, const arma::colvec& x, const arma::colvec& y, const arma::colvec& vertex_cex, bool undirected, bool no_contemporary, NumericVector dev, NumericVector ran, LogicalVector curved); -RcppExport SEXP _netdiffuseR_edges_coords(SEXP graphSEXP, SEXP toaSEXP, SEXP xSEXP, SEXP ySEXP, SEXP vertex_cexSEXP, SEXP undirectedSEXP, SEXP no_contemporarySEXP, SEXP devSEXP, SEXP ranSEXP, SEXP curvedSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type toa(toaSEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type x(xSEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type y(ySEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type vertex_cex(vertex_cexSEXP); - Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); - Rcpp::traits::input_parameter< bool >::type no_contemporary(no_contemporarySEXP); - Rcpp::traits::input_parameter< NumericVector >::type dev(devSEXP); - Rcpp::traits::input_parameter< NumericVector >::type ran(ranSEXP); - Rcpp::traits::input_parameter< LogicalVector >::type curved(curvedSEXP); - rcpp_result_gen = Rcpp::wrap(edges_coords(graph, toa, x, y, vertex_cex, undirected, no_contemporary, dev, ran, curved)); - return rcpp_result_gen; -END_RCPP -} -// edges_arrow -List edges_arrow(const double& x0, const double& y0, const double& x1, const double& y1, const double& height, const double& width, const double beta, NumericVector dev, NumericVector ran, bool curved); -RcppExport SEXP _netdiffuseR_edges_arrow(SEXP x0SEXP, SEXP y0SEXP, SEXP x1SEXP, SEXP y1SEXP, SEXP heightSEXP, SEXP widthSEXP, SEXP betaSEXP, SEXP devSEXP, SEXP ranSEXP, SEXP curvedSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const double& >::type x0(x0SEXP); - Rcpp::traits::input_parameter< const double& >::type y0(y0SEXP); - Rcpp::traits::input_parameter< const double& >::type x1(x1SEXP); - Rcpp::traits::input_parameter< const double& >::type y1(y1SEXP); - Rcpp::traits::input_parameter< const double& >::type height(heightSEXP); - Rcpp::traits::input_parameter< const double& >::type width(widthSEXP); - Rcpp::traits::input_parameter< const double >::type beta(betaSEXP); - Rcpp::traits::input_parameter< NumericVector >::type dev(devSEXP); - Rcpp::traits::input_parameter< NumericVector >::type ran(ranSEXP); - Rcpp::traits::input_parameter< bool >::type curved(curvedSEXP); - rcpp_result_gen = Rcpp::wrap(edges_arrow(x0, y0, x1, y1, height, width, beta, dev, ran, curved)); - return rcpp_result_gen; -END_RCPP -} -// vertices_coords -List vertices_coords(const arma::colvec& x, const arma::colvec& y, const arma::colvec& size, const arma::colvec& nsides, const arma::colvec& rot, NumericVector dev, NumericVector ran); -RcppExport SEXP _netdiffuseR_vertices_coords(SEXP xSEXP, SEXP ySEXP, SEXP sizeSEXP, SEXP nsidesSEXP, SEXP rotSEXP, SEXP devSEXP, SEXP ranSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::colvec& >::type x(xSEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type y(ySEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type size(sizeSEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type nsides(nsidesSEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type rot(rotSEXP); - Rcpp::traits::input_parameter< NumericVector >::type dev(devSEXP); - Rcpp::traits::input_parameter< NumericVector >::type ran(ranSEXP); - rcpp_result_gen = Rcpp::wrap(vertices_coords(x, y, size, nsides, rot, dev, ran)); - return rcpp_result_gen; -END_RCPP -} -// rgraph_er_cpp -arma::sp_mat rgraph_er_cpp(int n, double p, bool undirected, bool weighted, bool self); -RcppExport SEXP _netdiffuseR_rgraph_er_cpp(SEXP nSEXP, SEXP pSEXP, SEXP undirectedSEXP, SEXP weightedSEXP, SEXP selfSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< int >::type n(nSEXP); - Rcpp::traits::input_parameter< double >::type p(pSEXP); - Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); - Rcpp::traits::input_parameter< bool >::type weighted(weightedSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - rcpp_result_gen = Rcpp::wrap(rgraph_er_cpp(n, p, undirected, weighted, self)); - return rcpp_result_gen; -END_RCPP -} -// ring_lattice -arma::sp_mat ring_lattice(int n, int k, bool undirected); -RcppExport SEXP _netdiffuseR_ring_lattice(SEXP nSEXP, SEXP kSEXP, SEXP undirectedSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< int >::type n(nSEXP); - Rcpp::traits::input_parameter< int >::type k(kSEXP); - Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); - rcpp_result_gen = Rcpp::wrap(ring_lattice(n, k, undirected)); - return rcpp_result_gen; -END_RCPP -} -// rewire_endpoints -arma::sp_mat rewire_endpoints(const arma::sp_mat& graph, double p, bool both_ends, bool self, bool multiple, bool undirected); -RcppExport SEXP _netdiffuseR_rewire_endpoints(SEXP graphSEXP, SEXP pSEXP, SEXP both_endsSEXP, SEXP selfSEXP, SEXP multipleSEXP, SEXP undirectedSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< double >::type p(pSEXP); - Rcpp::traits::input_parameter< bool >::type both_ends(both_endsSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - Rcpp::traits::input_parameter< bool >::type multiple(multipleSEXP); - Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); - rcpp_result_gen = Rcpp::wrap(rewire_endpoints(graph, p, both_ends, self, multiple, undirected)); - return rcpp_result_gen; -END_RCPP -} -// rewire_swap -arma::sp_mat rewire_swap(const arma::sp_mat& graph, int nsteps, bool self, bool multiple, bool undirected, double pr_rewire); -RcppExport SEXP _netdiffuseR_rewire_swap(SEXP graphSEXP, SEXP nstepsSEXP, SEXP selfSEXP, SEXP multipleSEXP, SEXP undirectedSEXP, SEXP pr_rewireSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< int >::type nsteps(nstepsSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - Rcpp::traits::input_parameter< bool >::type multiple(multipleSEXP); - Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); - Rcpp::traits::input_parameter< double >::type pr_rewire(pr_rewireSEXP); - rcpp_result_gen = Rcpp::wrap(rewire_swap(graph, nsteps, self, multiple, undirected, pr_rewire)); - return rcpp_result_gen; -END_RCPP -} -// rewire_ws -arma::sp_mat rewire_ws(arma::sp_mat G, int K, double p, bool self, bool multiple); -RcppExport SEXP _netdiffuseR_rewire_ws(SEXP GSEXP, SEXP KSEXP, SEXP pSEXP, SEXP selfSEXP, SEXP multipleSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< arma::sp_mat >::type G(GSEXP); - Rcpp::traits::input_parameter< int >::type K(KSEXP); - Rcpp::traits::input_parameter< double >::type p(pSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - Rcpp::traits::input_parameter< bool >::type multiple(multipleSEXP); - rcpp_result_gen = Rcpp::wrap(rewire_ws(G, K, p, self, multiple)); - return rcpp_result_gen; -END_RCPP -} -// permute_graph_cpp -arma::sp_mat permute_graph_cpp(const arma::sp_mat& x, bool self, bool multiple); -RcppExport SEXP _netdiffuseR_permute_graph_cpp(SEXP xSEXP, SEXP selfSEXP, SEXP multipleSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type x(xSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - Rcpp::traits::input_parameter< bool >::type multiple(multipleSEXP); - rcpp_result_gen = Rcpp::wrap(permute_graph_cpp(x, self, multiple)); - return rcpp_result_gen; -END_RCPP -} -// rgraph_ba_cpp -arma::sp_mat rgraph_ba_cpp(const arma::sp_mat& graph, const arma::colvec& dgr, int m, int t, bool self); -RcppExport SEXP _netdiffuseR_rgraph_ba_cpp(SEXP graphSEXP, SEXP dgrSEXP, SEXP mSEXP, SEXP tSEXP, SEXP selfSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type dgr(dgrSEXP); - Rcpp::traits::input_parameter< int >::type m(mSEXP); - Rcpp::traits::input_parameter< int >::type t(tSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - rcpp_result_gen = Rcpp::wrap(rgraph_ba_cpp(graph, dgr, m, t, self)); - return rcpp_result_gen; -END_RCPP -} -// rgraph_ba_new_cpp -arma::sp_mat rgraph_ba_new_cpp(int m0, int m, int t, bool self); -RcppExport SEXP _netdiffuseR_rgraph_ba_new_cpp(SEXP m0SEXP, SEXP mSEXP, SEXP tSEXP, SEXP selfSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< int >::type m0(m0SEXP); - Rcpp::traits::input_parameter< int >::type m(mSEXP); - Rcpp::traits::input_parameter< int >::type t(tSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - rcpp_result_gen = Rcpp::wrap(rgraph_ba_new_cpp(m0, m, t, self)); - return rcpp_result_gen; -END_RCPP -} -// rgraph_sf_homo -arma::sp_mat rgraph_sf_homo(const arma::colvec& eta, const arma::sp_mat& graph, const arma::colvec& dgr, int m, int t, bool self); -RcppExport SEXP _netdiffuseR_rgraph_sf_homo(SEXP etaSEXP, SEXP graphSEXP, SEXP dgrSEXP, SEXP mSEXP, SEXP tSEXP, SEXP selfSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::colvec& >::type eta(etaSEXP); - Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const arma::colvec& >::type dgr(dgrSEXP); - Rcpp::traits::input_parameter< int >::type m(mSEXP); - Rcpp::traits::input_parameter< int >::type t(tSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - rcpp_result_gen = Rcpp::wrap(rgraph_sf_homo(eta, graph, dgr, m, t, self)); - return rcpp_result_gen; -END_RCPP -} -// rgraph_sf_homo_new -arma::sp_mat rgraph_sf_homo_new(const arma::colvec& eta, int m0, int m, int t, bool self); -RcppExport SEXP _netdiffuseR_rgraph_sf_homo_new(SEXP etaSEXP, SEXP m0SEXP, SEXP mSEXP, SEXP tSEXP, SEXP selfSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::colvec& >::type eta(etaSEXP); - Rcpp::traits::input_parameter< int >::type m0(m0SEXP); - Rcpp::traits::input_parameter< int >::type m(mSEXP); - Rcpp::traits::input_parameter< int >::type t(tSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - rcpp_result_gen = Rcpp::wrap(rgraph_sf_homo_new(eta, m0, m, t, self)); - return rcpp_result_gen; -END_RCPP -} -// vertex_covariate_dist -arma::sp_mat vertex_covariate_dist(const arma::sp_mat& graph, const arma::mat& X, double p); -RcppExport SEXP _netdiffuseR_vertex_covariate_dist(SEXP graphSEXP, SEXP XSEXP, SEXP pSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const arma::mat& >::type X(XSEXP); - Rcpp::traits::input_parameter< double >::type p(pSEXP); - rcpp_result_gen = Rcpp::wrap(vertex_covariate_dist(graph, X, p)); - return rcpp_result_gen; -END_RCPP -} -// vertex_mahalanobis_dist_cpp -arma::sp_mat vertex_mahalanobis_dist_cpp(const arma::sp_mat& graph, const arma::mat& X, const arma::mat& S); -RcppExport SEXP _netdiffuseR_vertex_mahalanobis_dist_cpp(SEXP graphSEXP, SEXP XSEXP, SEXP SSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const arma::mat& >::type X(XSEXP); - Rcpp::traits::input_parameter< const arma::mat& >::type S(SSEXP); - rcpp_result_gen = Rcpp::wrap(vertex_mahalanobis_dist_cpp(graph, X, S)); - return rcpp_result_gen; -END_RCPP -} -// vertex_covariate_compare -arma::sp_mat vertex_covariate_compare(const arma::sp_mat& graph, const NumericVector& X, std::string funname); -RcppExport SEXP _netdiffuseR_vertex_covariate_compare(SEXP graphSEXP, SEXP XSEXP, SEXP funnameSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const NumericVector& >::type X(XSEXP); - Rcpp::traits::input_parameter< std::string >::type funname(funnameSEXP); - rcpp_result_gen = Rcpp::wrap(vertex_covariate_compare(graph, X, funname)); - return rcpp_result_gen; -END_RCPP -} -// moran_cpp -List moran_cpp(const arma::colvec& x, const arma::sp_mat& w); -RcppExport SEXP _netdiffuseR_moran_cpp(SEXP xSEXP, SEXP wSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::traits::input_parameter< const arma::colvec& >::type x(xSEXP); - Rcpp::traits::input_parameter< const arma::sp_mat& >::type w(wSEXP); - rcpp_result_gen = Rcpp::wrap(moran_cpp(x, w)); - return rcpp_result_gen; -END_RCPP -} -// matrix_compareCpp -arma::sp_mat matrix_compareCpp(const arma::sp_mat& A, const arma::sp_mat& B, Function fun); -RcppExport SEXP _netdiffuseR_matrix_compareCpp(SEXP ASEXP, SEXP BSEXP, SEXP funSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type A(ASEXP); - Rcpp::traits::input_parameter< const arma::sp_mat& >::type B(BSEXP); - Rcpp::traits::input_parameter< Function >::type fun(funSEXP); - rcpp_result_gen = Rcpp::wrap(matrix_compareCpp(A, B, fun)); - return rcpp_result_gen; -END_RCPP -} -// struct_test_mean -double struct_test_mean(NumericVector& y, std::string funname, bool self); -RcppExport SEXP _netdiffuseR_struct_test_mean(SEXP ySEXP, SEXP funnameSEXP, SEXP selfSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< NumericVector& >::type y(ySEXP); - Rcpp::traits::input_parameter< std::string >::type funname(funnameSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - rcpp_result_gen = Rcpp::wrap(struct_test_mean(y, funname, self)); - return rcpp_result_gen; -END_RCPP -} -// struct_test_var -double struct_test_var(NumericVector& y, std::string funname, bool self); -RcppExport SEXP _netdiffuseR_struct_test_var(SEXP ySEXP, SEXP funnameSEXP, SEXP selfSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< NumericVector& >::type y(ySEXP); - Rcpp::traits::input_parameter< std::string >::type funname(funnameSEXP); - Rcpp::traits::input_parameter< bool >::type self(selfSEXP); - rcpp_result_gen = Rcpp::wrap(struct_test_var(y, funname, self)); - return rcpp_result_gen; -END_RCPP -} -// ego_variance -NumericVector ego_variance(const arma::sp_mat& graph, const NumericVector& Y, std::string funname, bool all); -RcppExport SEXP _netdiffuseR_ego_variance(SEXP graphSEXP, SEXP YSEXP, SEXP funnameSEXP, SEXP allSEXP) { -BEGIN_RCPP - Rcpp::RObject rcpp_result_gen; - Rcpp::RNGScope rcpp_rngScope_gen; - Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); - Rcpp::traits::input_parameter< const NumericVector& >::type Y(YSEXP); - Rcpp::traits::input_parameter< std::string >::type funname(funnameSEXP); - Rcpp::traits::input_parameter< bool >::type all(allSEXP); - rcpp_result_gen = Rcpp::wrap(ego_variance(graph, Y, funname, all)); - return rcpp_result_gen; -END_RCPP -} - -static const R_CallMethodDef CallEntries[] = { - {"_netdiffuseR_edgelist_to_adjmat_cpp", (DL_FUNC) &_netdiffuseR_edgelist_to_adjmat_cpp, 6}, - {"_netdiffuseR_adjmat_to_edgelist_cpp", (DL_FUNC) &_netdiffuseR_adjmat_to_edgelist_cpp, 2}, - {"_netdiffuseR_toa_diff_cpp", (DL_FUNC) &_netdiffuseR_toa_diff_cpp, 1}, - {"_netdiffuseR_egonet_attrs_cpp", (DL_FUNC) &_netdiffuseR_egonet_attrs_cpp, 5}, - {"_netdiffuseR_approx_geodesicCpp", (DL_FUNC) &_netdiffuseR_approx_geodesicCpp, 3}, - {"_netdiffuseR_infection_cpp", (DL_FUNC) &_netdiffuseR_infection_cpp, 9}, - {"_netdiffuseR_susceptibility_cpp", (DL_FUNC) &_netdiffuseR_susceptibility_cpp, 9}, - {"_netdiffuseR_select_egoalter_cpp", (DL_FUNC) &_netdiffuseR_select_egoalter_cpp, 4}, - {"_netdiffuseR_sp_trimatl", (DL_FUNC) &_netdiffuseR_sp_trimatl, 1}, - {"_netdiffuseR_sp_diag", (DL_FUNC) &_netdiffuseR_sp_diag, 2}, - {"_netdiffuseR_unif_rand_w_exclusion", (DL_FUNC) &_netdiffuseR_unif_rand_w_exclusion, 2}, - {"_netdiffuseR_sp_as_undirected", (DL_FUNC) &_netdiffuseR_sp_as_undirected, 1}, - {"_netdiffuseR_bootnet_fillself", (DL_FUNC) &_netdiffuseR_bootnet_fillself, 3}, - {"_netdiffuseR_grid_distribution", (DL_FUNC) &_netdiffuseR_grid_distribution, 3}, - {"_netdiffuseR_edges_coords", (DL_FUNC) &_netdiffuseR_edges_coords, 10}, - {"_netdiffuseR_edges_arrow", (DL_FUNC) &_netdiffuseR_edges_arrow, 10}, - {"_netdiffuseR_vertices_coords", (DL_FUNC) &_netdiffuseR_vertices_coords, 7}, - {"_netdiffuseR_rgraph_er_cpp", (DL_FUNC) &_netdiffuseR_rgraph_er_cpp, 5}, - {"_netdiffuseR_ring_lattice", (DL_FUNC) &_netdiffuseR_ring_lattice, 3}, - {"_netdiffuseR_rewire_endpoints", (DL_FUNC) &_netdiffuseR_rewire_endpoints, 6}, - {"_netdiffuseR_rewire_swap", (DL_FUNC) &_netdiffuseR_rewire_swap, 6}, - {"_netdiffuseR_rewire_ws", (DL_FUNC) &_netdiffuseR_rewire_ws, 5}, - {"_netdiffuseR_permute_graph_cpp", (DL_FUNC) &_netdiffuseR_permute_graph_cpp, 3}, - {"_netdiffuseR_rgraph_ba_cpp", (DL_FUNC) &_netdiffuseR_rgraph_ba_cpp, 5}, - {"_netdiffuseR_rgraph_ba_new_cpp", (DL_FUNC) &_netdiffuseR_rgraph_ba_new_cpp, 4}, - {"_netdiffuseR_rgraph_sf_homo", (DL_FUNC) &_netdiffuseR_rgraph_sf_homo, 6}, - {"_netdiffuseR_rgraph_sf_homo_new", (DL_FUNC) &_netdiffuseR_rgraph_sf_homo_new, 5}, - {"_netdiffuseR_vertex_covariate_dist", (DL_FUNC) &_netdiffuseR_vertex_covariate_dist, 3}, - {"_netdiffuseR_vertex_mahalanobis_dist_cpp", (DL_FUNC) &_netdiffuseR_vertex_mahalanobis_dist_cpp, 3}, - {"_netdiffuseR_vertex_covariate_compare", (DL_FUNC) &_netdiffuseR_vertex_covariate_compare, 3}, - {"_netdiffuseR_moran_cpp", (DL_FUNC) &_netdiffuseR_moran_cpp, 2}, - {"_netdiffuseR_matrix_compareCpp", (DL_FUNC) &_netdiffuseR_matrix_compareCpp, 3}, - {"_netdiffuseR_struct_test_mean", (DL_FUNC) &_netdiffuseR_struct_test_mean, 3}, - {"_netdiffuseR_struct_test_var", (DL_FUNC) &_netdiffuseR_struct_test_var, 3}, - {"_netdiffuseR_ego_variance", (DL_FUNC) &_netdiffuseR_ego_variance, 4}, - {NULL, NULL, 0} -}; - -RcppExport void R_init_netdiffuseR(DllInfo *dll) { - R_registerRoutines(dll, NULL, CallEntries, NULL, NULL); - R_useDynamicSymbols(dll, FALSE); -} From 6399374269c5f6fd068575feca49b6e9d3a57a66 Mon Sep 17 00:00:00 2001 From: "George G. Vega Yon" Date: Mon, 25 Nov 2024 11:52:32 -0700 Subject: [PATCH 39/56] Removing weird code --- R/rdiffnet.r | 8 -------- 1 file changed, 8 deletions(-) diff --git a/R/rdiffnet.r b/R/rdiffnet.r index 7abcd17..14bf4c3 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -639,11 +639,3 @@ split_behaviors <- function(diffnet_obj) { return(diffnets) } - - list( - seed.p.adopt = seed.p.adopt, - seed.nodes = seed.nodes, - behavior = behavior, - num_of_behaviors = length(seed.p.adopt) - ) -} From ae830622ad0f31a82c052c56cb4486213983d1d0 Mon Sep 17 00:00:00 2001 From: "George G. Vega Yon" Date: Mon, 25 Nov 2024 12:36:58 -0700 Subject: [PATCH 40/56] Adding prototype of disadopt --- R/RcppExports.R | 349 +++++++++++++++++++++++++++++++++ R/rdiffnet.r | 43 ++-- tests/testthat/test-rdiffnet.R | 27 +++ 3 files changed, 405 insertions(+), 14 deletions(-) create mode 100644 R/RcppExports.R diff --git a/R/RcppExports.R b/R/RcppExports.R new file mode 100644 index 0000000..b756fc7 --- /dev/null +++ b/R/RcppExports.R @@ -0,0 +1,349 @@ +# Generated by using Rcpp::compileAttributes() -> do not edit by hand +# Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 + +edgelist_to_adjmat_cpp <- function(edgelist, weights = as.numeric( c()), n = 0L, undirected = FALSE, self = FALSE, multiple = FALSE) { + .Call(`_netdiffuseR_edgelist_to_adjmat_cpp`, edgelist, weights, n, undirected, self, multiple) +} + +adjmat_to_edgelist_cpp <- function(adjmat, undirected = TRUE) { + .Call(`_netdiffuseR_adjmat_to_edgelist_cpp`, adjmat, undirected) +} + +toa_diff_cpp <- function(year) { + .Call(`_netdiffuseR_toa_diff_cpp`, year) +} + +egonet_attrs_cpp <- function(graph, V, outer = TRUE, self = TRUE, valued = TRUE) { + .Call(`_netdiffuseR_egonet_attrs_cpp`, graph, V, outer, self, valued) +} + +approx_geodesicCpp <- function(G, n = 6L, warn = FALSE) { + .Call(`_netdiffuseR_approx_geodesicCpp`, G, n, warn) +} + +infection_cpp <- function(graph, times, normalize = TRUE, K = 1L, r = 0.5, expdiscount = FALSE, n = 0L, valued = FALSE, outgoing = TRUE) { + .Call(`_netdiffuseR_infection_cpp`, graph, times, normalize, K, r, expdiscount, n, valued, outgoing) +} + +susceptibility_cpp <- function(graph, times, normalize = TRUE, K = 1L, r = 0.5, expdiscount = FALSE, n = 0L, valued = FALSE, outgoing = TRUE) { + .Call(`_netdiffuseR_susceptibility_cpp`, graph, times, normalize, K, r, expdiscount, n, valued, outgoing) +} + +select_egoalter_cpp <- function(adjmat_t0, adjmat_t1, adopt_t0, adopt_t1) { + .Call(`_netdiffuseR_select_egoalter_cpp`, adjmat_t0, adjmat_t1, adopt_t0, adopt_t1) +} + +sp_trimatl <- function(x) { + .Call(`_netdiffuseR_sp_trimatl`, x) +} + +sp_diag <- function(x, v) { + .Call(`_netdiffuseR_sp_diag`, x, v) +} + +unif_rand_w_exclusion <- function(n, e) { + .Call(`_netdiffuseR_unif_rand_w_exclusion`, n, e) +} + +sp_as_undirected <- function(x) { + .Call(`_netdiffuseR_sp_as_undirected`, x) +} + +bootnet_fillself <- function(graph, index, E) { + .Call(`_netdiffuseR_bootnet_fillself`, graph, index, E) +} + +#' Distribution over a grid +#' +#' Distribution of pairs over a grid of fix size. +#' +#' @param x Numeric vector of size \eqn{n} +#' @param y Numeric vector of size \eqn{n} +#' @param nlevels Integer scalar. Number of bins to return +#' @details +#' +#' This function ment for internal use only. +#' +#' @export +#' @keywords misc dplot +#' @family visualizations +#' @seealso Used by \code{\link{plot_infectsuscep}} +#' @return Returns a list with three elements +#' \item{x}{Numeric vector of size \code{nlevels} with the class marks for x} +#' \item{y}{Numeric vector of size \code{nlevels} with the class marks for y} +#' \item{z}{Numeric matrix of size \code{nlevels} by \code{nlevels} with the distribution % +#' of the elements in terms of frequency} +#' @section Examples: +#' \preformatted{ +#' # Generating random vectors of size 100 +#' x <- rnorm(100) +#' y <- rnorm(100) +#' +#' # Calculating distribution +#' grid_distribution(x,y,20) +#' } +grid_distribution <- function(x, y, nlevels = 100L) { + .Call(`_netdiffuseR_grid_distribution`, x, y, nlevels) +} + +#' Compute ego/alter edge coordinates considering alter's size and aspect ratio +#' +#' Given a graph, vertices' positions and sizes, calculates the absolute positions +#' of the endpoints of the edges considering the plot's aspect ratio. +#' +#' @param graph A square matrix of size \eqn{n}. Adjacency matrix. +#' @param toa Integer vector of size \eqn{n}. Times of adoption. +#' @param x Numeric vector of size \eqn{n}. x-coordinta of vertices. +#' @param y Numeric vector of size \eqn{n}. y-coordinta of vertices. +#' @param vertex_cex Numeric vector of size \eqn{n}. Vertices' sizes in terms +#' of the x-axis (see \code{\link{symbols}}). +#' @param undirected Logical scalar. Whether the graph is undirected or not. +#' @param no_contemporary Logical scalar. Whether to return (compute) edges' +#' coordiantes for vertices with the same time of adoption (see details). +#' @param dev Numeric vector of size 2. Height and width of the device (see details). +#' @param ran Numeric vector of size 2. Range of the x and y axis (see details). +#' @param curved Logical vector. +#' @return A numeric matrix of size \eqn{m\times 5}{m * 5} with the following +#' columns: +#' \item{x0, y0}{Edge origin} +#' \item{x1, y1}{Edge target} +#' \item{alpha}{Relative angle between \code{(x0,y0)} and \code{(x1,y1)} in terms +#' of radians} +#' With \eqn{m} as the number of resulting edges. +#' @details +#' +#' In order to make the plot's visualization more appealing, this function provides +#' a straight forward way of computing the tips of the edges considering the +#' aspect ratio of the axes range. In particular, the following corrections are +#' made at the moment of calculating the egdes coords: +#' +#' \itemize{ +#' \item{Instead of using the actual distance between ego and alter, a relative +#' one is calculated as follows +#' \deqn{d'=\left[(x_0-x_1)^2 + (y_0' - y_1')^2\right]^\frac{1}{2}}{d'=sqrt[(x0-x1)^2 + (y0'-y1')^2]} +#' where \eqn{% +#' y_i'=y_i\times\frac{\max x - \min x}{\max y - \min y} }{% +#' yi' = yi * [max(x) - min(x)]/[max(y) - min(y)]} +#' } +#' \item{Then, for the relative elevation angle, \code{alpha}, the relative distance \eqn{d'} +#' is used, \eqn{\alpha'=\arccos\left( (x_0 - x_1)/d' \right)}{\alpha' = acos[ (x0 - x1)/d' ]}} +#' \item{Finally, the edge's endpoint's (alter) coordinates are computed as follows: % +#' \deqn{% +#' x_1' = x_1 + \cos(\alpha')\times v_1}{% +#' x1' = x1 + cos(\alpha') * v1 +#' } +#' \deqn{% +#' y_1' = y_1 -+ \sin(\alpha')\times v_1 \times\frac{\max y - \min y}{\max x - \min x} }{% +#' y1' = y1 -+ sin(\alpha')*[max(y) - min(y)]/[max(x) - min(x)] +#' } +#' Where \eqn{v_1}{v1} is alter's size in terms of the x-axis, and the sign of +#' the second term in \eqn{y_1'}{y1'} is negative iff \eqn{y_0 < y_1}{y0"} or \code{"greater"}, +#' \code{"<"} or \code{"smaller"}, \code{">="} or \code{"greaterequal"}, +#' \code{"<="} or \code{"smallerequal"}, \code{"=="} or \code{"equal"}. +#' +#' +#' @return A matrix \code{dgCMatrix} of size \eqn{n\times n}{n*n} with values in +#' the form of \eqn{funname(x_i,x_j)}{funname(X[i],X[j])}. +#' @family dyadic-level comparison functions +#' @examples +#' +#' # Basic example ------------------------------------------------------------ +#' set.seed(1313) +#' G <- rgraph_ws(10, 4, .2) +#' x <- rnorm(10) +#' +#' vertex_covariate_compare(G, x, "distance") +#' vertex_covariate_compare(G, x, "^2") +#' vertex_covariate_compare(G, x, ">=") +#' vertex_covariate_compare(G, x, "<=") +#' @export +vertex_covariate_compare <- function(graph, X, funname) { + .Call(`_netdiffuseR_vertex_covariate_compare`, graph, X, funname) +} + +moran_cpp <- function(x, w) { + .Call(`_netdiffuseR_moran_cpp`, x, w) +} + +matrix_compareCpp <- function(A, B, fun) { + .Call(`_netdiffuseR_matrix_compareCpp`, A, B, fun) +} + +struct_test_mean <- function(y, funname, self = FALSE) { + .Call(`_netdiffuseR_struct_test_mean`, y, funname, self) +} + +struct_test_var <- function(y, funname, self = FALSE) { + .Call(`_netdiffuseR_struct_test_var`, y, funname, self) +} + +#' Computes variance of \eqn{Y} at ego level +#' @param graph A matrix of size \eqn{n\times n}{n*n} of class \code{dgCMatrix}. +#' @param Y A numeric vector of length \eqn{n}. +#' @param funname Character scalar. Comparison to make (see \code{\link{vertex_covariate_compare}}). +#' @param all Logical scalar. When \code{FALSE} (default) \eqn{f_i} is mean at +#' ego level. Otherwise is fix for all i (see details). +#' @details +#' +#' For each vertex \eqn{i} the variance is computed as follows +#' +#' \deqn{% +#' (\sum_j a_{ij})^{-1}\sum_j a_{ij} \left[f(y_i,y_j) - f_i\right]^2 +#' }{% +#' (sum_j a(ij))^(-1) * \sum_j a(ij) * [f(y(i),y(j)) - f(i)]^2 +#' } +#' +#' Where \eqn{a_{ij}}{a(ij)} is the ij-th element of \code{graph}, \eqn{f} is +#' the function specified in \code{funname}, and, if \code{all=FALSE} +#' \eqn{f_i = \sum_j a_{ij}f(y_i,y_j)^2/\sum_ja_{ij}}{f(i)=\sum_j a(ij)f(y(i), y(j))^2/\sum_j a(ij)}, +#' otherwise \eqn{f_i = f_j = \frac{1}{n^2}\sum_{i,j}f(y_i,y_j)}{f(i)=f(j)=(1/n^2)\sum_(i,j) f(y_i,y_j)} +#' +#' +#' This is an auxiliary function for \code{\link{struct_test}}. The idea is +#' to compute an adjusted measure of disimilarity between vertices, so the +#' closest in terms of \eqn{f} is \eqn{i} to its neighbors, the smaller the +#' relative variance. +#' @return A numeric vector of length \eqn{n}. +#' @export +#' @seealso \code{\link{struct_test}} +#' @family statistics +ego_variance <- function(graph, Y, funname, all = FALSE) { + .Call(`_netdiffuseR_ego_variance`, graph, Y, funname, all) +} + diff --git a/R/rdiffnet.r b/R/rdiffnet.r index cd000a0..b44d3b0 100644 --- a/R/rdiffnet.r +++ b/R/rdiffnet.r @@ -470,7 +470,7 @@ rdiffnet <- function( cumadopt[whoadopts, i:t, q] <- 1L # 3.4` Updating the toa - # toa[cbind(whoadopts, q)] <- t + # toa[cbind(whoadopts, q)] <- i toa[, q] <- apply(cumadopt[,, q], 1, function(x) { first_adopt <- which(x == 1) if (length(first_adopt) > 0) first_adopt[1] else NA @@ -481,10 +481,28 @@ rdiffnet <- function( if (length(disadopt)) { # Run the disadoption algorithm. This will return the following: - # - The updated cupadopt - # - A vector of who disadopted - # - A list of the same length of what was disadopted. - disadopt_res <- disadopt(expo, cupadopt, t) + # - A list of length q with the nodes that disadopted + disadopt_res <- disadopt(expo, cumadopt, i) + + for (q in seq_along(disadopt_res)) { + + # So only doing this is there's disadoption + if (length(disadopt_res[[q]]) == 0) + next + + # Checking this makes sense (only adopters can disadopt) + q_adopters <- which(!is.na(toa[, q])) + + if (length(setdiff(disadopt_res[[q]], q_adopters)) > 0) + stop("Some nodes that disadopted were not adopters.") + + # Updating the cumadopt + cumadopt[disadopt_res[[q]], i:t, q] <- 0L + + # Updating toa + toa[cbind(disadopt_res[[q]], q)] <- NA + + } } @@ -495,7 +513,12 @@ rdiffnet <- function( if (reachedt == 1) { if (stop.no.diff) - stop(paste("No diffusion in this network for behavior", i, "(Ups!) try changing the seed or the parameters.")) + stop( + paste( + "No diffusion in this network for behavior", i, + "(Ups!) try changing the seed or the parameters." + ) + ) else warning(paste("No diffusion for behavior", i, " in this network.")) } @@ -657,11 +680,3 @@ split_behaviors <- function(diffnet_obj) { return(diffnets) } - - list( - seed.p.adopt = seed.p.adopt, - seed.nodes = seed.nodes, - behavior = behavior, - num_of_behaviors = length(seed.p.adopt) - ) -} diff --git a/tests/testthat/test-rdiffnet.R b/tests/testthat/test-rdiffnet.R index 2733e03..0b5a366 100644 --- a/tests/testthat/test-rdiffnet.R +++ b/tests/testthat/test-rdiffnet.R @@ -180,6 +180,33 @@ test_that("toa, adopt, and cumadopt should be equal! (split_behaviors tests)", { expect_equal(net_single_from_multiple_1$cumadopt, net_single$cumadopt) }) +test_that("Disadoption works", { + + + set.seed(1231) + n <- 500 + + d_adopt <- function(expo, cumadopt, time) { + + # Id double adopters + ids <- which(apply(cumadopt[, 3, , drop=FALSE], 1, sum) > 1) + + if (length(ids) == 0) + return(list(integer(), integer())) + + # Otherwise, make them pick one (literally, you can only adopt + # A single behavior, will drop the second) + return(list(ids, integer())) + + } + + ans <- rdiffnet(n = n, t = 10, disadopt = d_adopt, seed.p.adopt = list(0.1, 0.1)) + + tmat <- toa_mat(ans) + should_be_ones_or_zeros <- tmat[[1]]$cumadopt[, 10] + tmat[[2]]$cumadopt[, 10] + expect_true(all(should_be_ones_or_zeros %in% c(0,1))) + +}) #rdiffnet(100, 5, seed.p.adopt = 0.9, threshold.dist = 2, exposure.args = list(normalized=FALSE)) From 746f310e46a7bffbbe63663a1842d2f08c9ac47f Mon Sep 17 00:00:00 2001 From: "George G. Vega Yon" Date: Mon, 25 Nov 2024 12:37:28 -0700 Subject: [PATCH 41/56] Adding missing file --- src/RcppExports.cpp | 552 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 552 insertions(+) create mode 100644 src/RcppExports.cpp diff --git a/src/RcppExports.cpp b/src/RcppExports.cpp new file mode 100644 index 0000000..f4c1945 --- /dev/null +++ b/src/RcppExports.cpp @@ -0,0 +1,552 @@ +// Generated by using Rcpp::compileAttributes() -> do not edit by hand +// Generator token: 10BE3573-1514-4C36-9D1C-5A225CD40393 + +#include +#include + +using namespace Rcpp; + +#ifdef RCPP_USE_GLOBAL_ROSTREAM +Rcpp::Rostream& Rcpp::Rcout = Rcpp::Rcpp_cout_get(); +Rcpp::Rostream& Rcpp::Rcerr = Rcpp::Rcpp_cerr_get(); +#endif + +// edgelist_to_adjmat_cpp +arma::sp_mat edgelist_to_adjmat_cpp(const arma::mat& edgelist, NumericVector weights, int n, bool undirected, bool self, bool multiple); +RcppExport SEXP _netdiffuseR_edgelist_to_adjmat_cpp(SEXP edgelistSEXP, SEXP weightsSEXP, SEXP nSEXP, SEXP undirectedSEXP, SEXP selfSEXP, SEXP multipleSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::mat& >::type edgelist(edgelistSEXP); + Rcpp::traits::input_parameter< NumericVector >::type weights(weightsSEXP); + Rcpp::traits::input_parameter< int >::type n(nSEXP); + Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + Rcpp::traits::input_parameter< bool >::type multiple(multipleSEXP); + rcpp_result_gen = Rcpp::wrap(edgelist_to_adjmat_cpp(edgelist, weights, n, undirected, self, multiple)); + return rcpp_result_gen; +END_RCPP +} +// adjmat_to_edgelist_cpp +arma::mat adjmat_to_edgelist_cpp(const arma::sp_mat& adjmat, bool undirected); +RcppExport SEXP _netdiffuseR_adjmat_to_edgelist_cpp(SEXP adjmatSEXP, SEXP undirectedSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type adjmat(adjmatSEXP); + Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); + rcpp_result_gen = Rcpp::wrap(adjmat_to_edgelist_cpp(adjmat, undirected)); + return rcpp_result_gen; +END_RCPP +} +// toa_diff_cpp +IntegerMatrix toa_diff_cpp(const IntegerVector& year); +RcppExport SEXP _netdiffuseR_toa_diff_cpp(SEXP yearSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const IntegerVector& >::type year(yearSEXP); + rcpp_result_gen = Rcpp::wrap(toa_diff_cpp(year)); + return rcpp_result_gen; +END_RCPP +} +// egonet_attrs_cpp +List egonet_attrs_cpp(const arma::sp_mat& graph, const arma::uvec V, bool outer, bool self, bool valued); +RcppExport SEXP _netdiffuseR_egonet_attrs_cpp(SEXP graphSEXP, SEXP VSEXP, SEXP outerSEXP, SEXP selfSEXP, SEXP valuedSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const arma::uvec >::type V(VSEXP); + Rcpp::traits::input_parameter< bool >::type outer(outerSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + Rcpp::traits::input_parameter< bool >::type valued(valuedSEXP); + rcpp_result_gen = Rcpp::wrap(egonet_attrs_cpp(graph, V, outer, self, valued)); + return rcpp_result_gen; +END_RCPP +} +// approx_geodesicCpp +arma::sp_mat approx_geodesicCpp(const arma::sp_mat& G, unsigned int n, bool warn); +RcppExport SEXP _netdiffuseR_approx_geodesicCpp(SEXP GSEXP, SEXP nSEXP, SEXP warnSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type G(GSEXP); + Rcpp::traits::input_parameter< unsigned int >::type n(nSEXP); + Rcpp::traits::input_parameter< bool >::type warn(warnSEXP); + rcpp_result_gen = Rcpp::wrap(approx_geodesicCpp(G, n, warn)); + return rcpp_result_gen; +END_RCPP +} +// infection_cpp +NumericVector infection_cpp(List graph, const arma::colvec& times, bool normalize, int K, double r, bool expdiscount, int n, bool valued, bool outgoing); +RcppExport SEXP _netdiffuseR_infection_cpp(SEXP graphSEXP, SEXP timesSEXP, SEXP normalizeSEXP, SEXP KSEXP, SEXP rSEXP, SEXP expdiscountSEXP, SEXP nSEXP, SEXP valuedSEXP, SEXP outgoingSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< List >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type times(timesSEXP); + Rcpp::traits::input_parameter< bool >::type normalize(normalizeSEXP); + Rcpp::traits::input_parameter< int >::type K(KSEXP); + Rcpp::traits::input_parameter< double >::type r(rSEXP); + Rcpp::traits::input_parameter< bool >::type expdiscount(expdiscountSEXP); + Rcpp::traits::input_parameter< int >::type n(nSEXP); + Rcpp::traits::input_parameter< bool >::type valued(valuedSEXP); + Rcpp::traits::input_parameter< bool >::type outgoing(outgoingSEXP); + rcpp_result_gen = Rcpp::wrap(infection_cpp(graph, times, normalize, K, r, expdiscount, n, valued, outgoing)); + return rcpp_result_gen; +END_RCPP +} +// susceptibility_cpp +NumericVector susceptibility_cpp(List graph, const arma::colvec& times, bool normalize, int K, double r, bool expdiscount, int n, bool valued, bool outgoing); +RcppExport SEXP _netdiffuseR_susceptibility_cpp(SEXP graphSEXP, SEXP timesSEXP, SEXP normalizeSEXP, SEXP KSEXP, SEXP rSEXP, SEXP expdiscountSEXP, SEXP nSEXP, SEXP valuedSEXP, SEXP outgoingSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< List >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type times(timesSEXP); + Rcpp::traits::input_parameter< bool >::type normalize(normalizeSEXP); + Rcpp::traits::input_parameter< int >::type K(KSEXP); + Rcpp::traits::input_parameter< double >::type r(rSEXP); + Rcpp::traits::input_parameter< bool >::type expdiscount(expdiscountSEXP); + Rcpp::traits::input_parameter< int >::type n(nSEXP); + Rcpp::traits::input_parameter< bool >::type valued(valuedSEXP); + Rcpp::traits::input_parameter< bool >::type outgoing(outgoingSEXP); + rcpp_result_gen = Rcpp::wrap(susceptibility_cpp(graph, times, normalize, K, r, expdiscount, n, valued, outgoing)); + return rcpp_result_gen; +END_RCPP +} +// select_egoalter_cpp +DataFrame select_egoalter_cpp(const arma::sp_mat& adjmat_t0, const arma::sp_mat& adjmat_t1, const NumericVector& adopt_t0, const NumericVector& adopt_t1); +RcppExport SEXP _netdiffuseR_select_egoalter_cpp(SEXP adjmat_t0SEXP, SEXP adjmat_t1SEXP, SEXP adopt_t0SEXP, SEXP adopt_t1SEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type adjmat_t0(adjmat_t0SEXP); + Rcpp::traits::input_parameter< const arma::sp_mat& >::type adjmat_t1(adjmat_t1SEXP); + Rcpp::traits::input_parameter< const NumericVector& >::type adopt_t0(adopt_t0SEXP); + Rcpp::traits::input_parameter< const NumericVector& >::type adopt_t1(adopt_t1SEXP); + rcpp_result_gen = Rcpp::wrap(select_egoalter_cpp(adjmat_t0, adjmat_t1, adopt_t0, adopt_t1)); + return rcpp_result_gen; +END_RCPP +} +// sp_trimatl +arma::sp_mat sp_trimatl(const arma::sp_mat& x); +RcppExport SEXP _netdiffuseR_sp_trimatl(SEXP xSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type x(xSEXP); + rcpp_result_gen = Rcpp::wrap(sp_trimatl(x)); + return rcpp_result_gen; +END_RCPP +} +// sp_diag +arma::sp_mat sp_diag(const arma::sp_mat& x, const arma::vec& v); +RcppExport SEXP _netdiffuseR_sp_diag(SEXP xSEXP, SEXP vSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type x(xSEXP); + Rcpp::traits::input_parameter< const arma::vec& >::type v(vSEXP); + rcpp_result_gen = Rcpp::wrap(sp_diag(x, v)); + return rcpp_result_gen; +END_RCPP +} +// unif_rand_w_exclusion +int unif_rand_w_exclusion(int n, int e); +RcppExport SEXP _netdiffuseR_unif_rand_w_exclusion(SEXP nSEXP, SEXP eSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< int >::type n(nSEXP); + Rcpp::traits::input_parameter< int >::type e(eSEXP); + rcpp_result_gen = Rcpp::wrap(unif_rand_w_exclusion(n, e)); + return rcpp_result_gen; +END_RCPP +} +// sp_as_undirected +arma::sp_mat sp_as_undirected(const arma::sp_mat& x); +RcppExport SEXP _netdiffuseR_sp_as_undirected(SEXP xSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type x(xSEXP); + rcpp_result_gen = Rcpp::wrap(sp_as_undirected(x)); + return rcpp_result_gen; +END_RCPP +} +// bootnet_fillself +arma::sp_mat bootnet_fillself(arma::sp_mat& graph, const IntegerVector& index, const NumericVector& E); +RcppExport SEXP _netdiffuseR_bootnet_fillself(SEXP graphSEXP, SEXP indexSEXP, SEXP ESEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const IntegerVector& >::type index(indexSEXP); + Rcpp::traits::input_parameter< const NumericVector& >::type E(ESEXP); + rcpp_result_gen = Rcpp::wrap(bootnet_fillself(graph, index, E)); + return rcpp_result_gen; +END_RCPP +} +// grid_distribution +List grid_distribution(const arma::vec& x, const arma::vec& y, int nlevels); +RcppExport SEXP _netdiffuseR_grid_distribution(SEXP xSEXP, SEXP ySEXP, SEXP nlevelsSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::vec& >::type x(xSEXP); + Rcpp::traits::input_parameter< const arma::vec& >::type y(ySEXP); + Rcpp::traits::input_parameter< int >::type nlevels(nlevelsSEXP); + rcpp_result_gen = Rcpp::wrap(grid_distribution(x, y, nlevels)); + return rcpp_result_gen; +END_RCPP +} +// edges_coords +NumericMatrix edges_coords(const arma::sp_mat& graph, const arma::colvec& toa, const arma::colvec& x, const arma::colvec& y, const arma::colvec& vertex_cex, bool undirected, bool no_contemporary, NumericVector dev, NumericVector ran, LogicalVector curved); +RcppExport SEXP _netdiffuseR_edges_coords(SEXP graphSEXP, SEXP toaSEXP, SEXP xSEXP, SEXP ySEXP, SEXP vertex_cexSEXP, SEXP undirectedSEXP, SEXP no_contemporarySEXP, SEXP devSEXP, SEXP ranSEXP, SEXP curvedSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type toa(toaSEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type x(xSEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type y(ySEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type vertex_cex(vertex_cexSEXP); + Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); + Rcpp::traits::input_parameter< bool >::type no_contemporary(no_contemporarySEXP); + Rcpp::traits::input_parameter< NumericVector >::type dev(devSEXP); + Rcpp::traits::input_parameter< NumericVector >::type ran(ranSEXP); + Rcpp::traits::input_parameter< LogicalVector >::type curved(curvedSEXP); + rcpp_result_gen = Rcpp::wrap(edges_coords(graph, toa, x, y, vertex_cex, undirected, no_contemporary, dev, ran, curved)); + return rcpp_result_gen; +END_RCPP +} +// edges_arrow +List edges_arrow(const double& x0, const double& y0, const double& x1, const double& y1, const double& height, const double& width, const double beta, NumericVector dev, NumericVector ran, bool curved); +RcppExport SEXP _netdiffuseR_edges_arrow(SEXP x0SEXP, SEXP y0SEXP, SEXP x1SEXP, SEXP y1SEXP, SEXP heightSEXP, SEXP widthSEXP, SEXP betaSEXP, SEXP devSEXP, SEXP ranSEXP, SEXP curvedSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const double& >::type x0(x0SEXP); + Rcpp::traits::input_parameter< const double& >::type y0(y0SEXP); + Rcpp::traits::input_parameter< const double& >::type x1(x1SEXP); + Rcpp::traits::input_parameter< const double& >::type y1(y1SEXP); + Rcpp::traits::input_parameter< const double& >::type height(heightSEXP); + Rcpp::traits::input_parameter< const double& >::type width(widthSEXP); + Rcpp::traits::input_parameter< const double >::type beta(betaSEXP); + Rcpp::traits::input_parameter< NumericVector >::type dev(devSEXP); + Rcpp::traits::input_parameter< NumericVector >::type ran(ranSEXP); + Rcpp::traits::input_parameter< bool >::type curved(curvedSEXP); + rcpp_result_gen = Rcpp::wrap(edges_arrow(x0, y0, x1, y1, height, width, beta, dev, ran, curved)); + return rcpp_result_gen; +END_RCPP +} +// vertices_coords +List vertices_coords(const arma::colvec& x, const arma::colvec& y, const arma::colvec& size, const arma::colvec& nsides, const arma::colvec& rot, NumericVector dev, NumericVector ran); +RcppExport SEXP _netdiffuseR_vertices_coords(SEXP xSEXP, SEXP ySEXP, SEXP sizeSEXP, SEXP nsidesSEXP, SEXP rotSEXP, SEXP devSEXP, SEXP ranSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::colvec& >::type x(xSEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type y(ySEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type size(sizeSEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type nsides(nsidesSEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type rot(rotSEXP); + Rcpp::traits::input_parameter< NumericVector >::type dev(devSEXP); + Rcpp::traits::input_parameter< NumericVector >::type ran(ranSEXP); + rcpp_result_gen = Rcpp::wrap(vertices_coords(x, y, size, nsides, rot, dev, ran)); + return rcpp_result_gen; +END_RCPP +} +// rgraph_er_cpp +arma::sp_mat rgraph_er_cpp(int n, double p, bool undirected, bool weighted, bool self); +RcppExport SEXP _netdiffuseR_rgraph_er_cpp(SEXP nSEXP, SEXP pSEXP, SEXP undirectedSEXP, SEXP weightedSEXP, SEXP selfSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< int >::type n(nSEXP); + Rcpp::traits::input_parameter< double >::type p(pSEXP); + Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); + Rcpp::traits::input_parameter< bool >::type weighted(weightedSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + rcpp_result_gen = Rcpp::wrap(rgraph_er_cpp(n, p, undirected, weighted, self)); + return rcpp_result_gen; +END_RCPP +} +// ring_lattice +arma::sp_mat ring_lattice(int n, int k, bool undirected); +RcppExport SEXP _netdiffuseR_ring_lattice(SEXP nSEXP, SEXP kSEXP, SEXP undirectedSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< int >::type n(nSEXP); + Rcpp::traits::input_parameter< int >::type k(kSEXP); + Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); + rcpp_result_gen = Rcpp::wrap(ring_lattice(n, k, undirected)); + return rcpp_result_gen; +END_RCPP +} +// rewire_endpoints +arma::sp_mat rewire_endpoints(const arma::sp_mat& graph, double p, bool both_ends, bool self, bool multiple, bool undirected); +RcppExport SEXP _netdiffuseR_rewire_endpoints(SEXP graphSEXP, SEXP pSEXP, SEXP both_endsSEXP, SEXP selfSEXP, SEXP multipleSEXP, SEXP undirectedSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< double >::type p(pSEXP); + Rcpp::traits::input_parameter< bool >::type both_ends(both_endsSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + Rcpp::traits::input_parameter< bool >::type multiple(multipleSEXP); + Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); + rcpp_result_gen = Rcpp::wrap(rewire_endpoints(graph, p, both_ends, self, multiple, undirected)); + return rcpp_result_gen; +END_RCPP +} +// rewire_swap +arma::sp_mat rewire_swap(const arma::sp_mat& graph, int nsteps, bool self, bool multiple, bool undirected, double pr_rewire); +RcppExport SEXP _netdiffuseR_rewire_swap(SEXP graphSEXP, SEXP nstepsSEXP, SEXP selfSEXP, SEXP multipleSEXP, SEXP undirectedSEXP, SEXP pr_rewireSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< int >::type nsteps(nstepsSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + Rcpp::traits::input_parameter< bool >::type multiple(multipleSEXP); + Rcpp::traits::input_parameter< bool >::type undirected(undirectedSEXP); + Rcpp::traits::input_parameter< double >::type pr_rewire(pr_rewireSEXP); + rcpp_result_gen = Rcpp::wrap(rewire_swap(graph, nsteps, self, multiple, undirected, pr_rewire)); + return rcpp_result_gen; +END_RCPP +} +// rewire_ws +arma::sp_mat rewire_ws(arma::sp_mat G, int K, double p, bool self, bool multiple); +RcppExport SEXP _netdiffuseR_rewire_ws(SEXP GSEXP, SEXP KSEXP, SEXP pSEXP, SEXP selfSEXP, SEXP multipleSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< arma::sp_mat >::type G(GSEXP); + Rcpp::traits::input_parameter< int >::type K(KSEXP); + Rcpp::traits::input_parameter< double >::type p(pSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + Rcpp::traits::input_parameter< bool >::type multiple(multipleSEXP); + rcpp_result_gen = Rcpp::wrap(rewire_ws(G, K, p, self, multiple)); + return rcpp_result_gen; +END_RCPP +} +// permute_graph_cpp +arma::sp_mat permute_graph_cpp(const arma::sp_mat& x, bool self, bool multiple); +RcppExport SEXP _netdiffuseR_permute_graph_cpp(SEXP xSEXP, SEXP selfSEXP, SEXP multipleSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type x(xSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + Rcpp::traits::input_parameter< bool >::type multiple(multipleSEXP); + rcpp_result_gen = Rcpp::wrap(permute_graph_cpp(x, self, multiple)); + return rcpp_result_gen; +END_RCPP +} +// rgraph_ba_cpp +arma::sp_mat rgraph_ba_cpp(const arma::sp_mat& graph, const arma::colvec& dgr, int m, int t, bool self); +RcppExport SEXP _netdiffuseR_rgraph_ba_cpp(SEXP graphSEXP, SEXP dgrSEXP, SEXP mSEXP, SEXP tSEXP, SEXP selfSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type dgr(dgrSEXP); + Rcpp::traits::input_parameter< int >::type m(mSEXP); + Rcpp::traits::input_parameter< int >::type t(tSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + rcpp_result_gen = Rcpp::wrap(rgraph_ba_cpp(graph, dgr, m, t, self)); + return rcpp_result_gen; +END_RCPP +} +// rgraph_ba_new_cpp +arma::sp_mat rgraph_ba_new_cpp(int m0, int m, int t, bool self); +RcppExport SEXP _netdiffuseR_rgraph_ba_new_cpp(SEXP m0SEXP, SEXP mSEXP, SEXP tSEXP, SEXP selfSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< int >::type m0(m0SEXP); + Rcpp::traits::input_parameter< int >::type m(mSEXP); + Rcpp::traits::input_parameter< int >::type t(tSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + rcpp_result_gen = Rcpp::wrap(rgraph_ba_new_cpp(m0, m, t, self)); + return rcpp_result_gen; +END_RCPP +} +// rgraph_sf_homo +arma::sp_mat rgraph_sf_homo(const arma::colvec& eta, const arma::sp_mat& graph, const arma::colvec& dgr, int m, int t, bool self); +RcppExport SEXP _netdiffuseR_rgraph_sf_homo(SEXP etaSEXP, SEXP graphSEXP, SEXP dgrSEXP, SEXP mSEXP, SEXP tSEXP, SEXP selfSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::colvec& >::type eta(etaSEXP); + Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const arma::colvec& >::type dgr(dgrSEXP); + Rcpp::traits::input_parameter< int >::type m(mSEXP); + Rcpp::traits::input_parameter< int >::type t(tSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + rcpp_result_gen = Rcpp::wrap(rgraph_sf_homo(eta, graph, dgr, m, t, self)); + return rcpp_result_gen; +END_RCPP +} +// rgraph_sf_homo_new +arma::sp_mat rgraph_sf_homo_new(const arma::colvec& eta, int m0, int m, int t, bool self); +RcppExport SEXP _netdiffuseR_rgraph_sf_homo_new(SEXP etaSEXP, SEXP m0SEXP, SEXP mSEXP, SEXP tSEXP, SEXP selfSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::colvec& >::type eta(etaSEXP); + Rcpp::traits::input_parameter< int >::type m0(m0SEXP); + Rcpp::traits::input_parameter< int >::type m(mSEXP); + Rcpp::traits::input_parameter< int >::type t(tSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + rcpp_result_gen = Rcpp::wrap(rgraph_sf_homo_new(eta, m0, m, t, self)); + return rcpp_result_gen; +END_RCPP +} +// vertex_covariate_dist +arma::sp_mat vertex_covariate_dist(const arma::sp_mat& graph, const arma::mat& X, double p); +RcppExport SEXP _netdiffuseR_vertex_covariate_dist(SEXP graphSEXP, SEXP XSEXP, SEXP pSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const arma::mat& >::type X(XSEXP); + Rcpp::traits::input_parameter< double >::type p(pSEXP); + rcpp_result_gen = Rcpp::wrap(vertex_covariate_dist(graph, X, p)); + return rcpp_result_gen; +END_RCPP +} +// vertex_mahalanobis_dist_cpp +arma::sp_mat vertex_mahalanobis_dist_cpp(const arma::sp_mat& graph, const arma::mat& X, const arma::mat& S); +RcppExport SEXP _netdiffuseR_vertex_mahalanobis_dist_cpp(SEXP graphSEXP, SEXP XSEXP, SEXP SSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const arma::mat& >::type X(XSEXP); + Rcpp::traits::input_parameter< const arma::mat& >::type S(SSEXP); + rcpp_result_gen = Rcpp::wrap(vertex_mahalanobis_dist_cpp(graph, X, S)); + return rcpp_result_gen; +END_RCPP +} +// vertex_covariate_compare +arma::sp_mat vertex_covariate_compare(const arma::sp_mat& graph, const NumericVector& X, std::string funname); +RcppExport SEXP _netdiffuseR_vertex_covariate_compare(SEXP graphSEXP, SEXP XSEXP, SEXP funnameSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const NumericVector& >::type X(XSEXP); + Rcpp::traits::input_parameter< std::string >::type funname(funnameSEXP); + rcpp_result_gen = Rcpp::wrap(vertex_covariate_compare(graph, X, funname)); + return rcpp_result_gen; +END_RCPP +} +// moran_cpp +List moran_cpp(const arma::colvec& x, const arma::sp_mat& w); +RcppExport SEXP _netdiffuseR_moran_cpp(SEXP xSEXP, SEXP wSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::traits::input_parameter< const arma::colvec& >::type x(xSEXP); + Rcpp::traits::input_parameter< const arma::sp_mat& >::type w(wSEXP); + rcpp_result_gen = Rcpp::wrap(moran_cpp(x, w)); + return rcpp_result_gen; +END_RCPP +} +// matrix_compareCpp +arma::sp_mat matrix_compareCpp(const arma::sp_mat& A, const arma::sp_mat& B, Function fun); +RcppExport SEXP _netdiffuseR_matrix_compareCpp(SEXP ASEXP, SEXP BSEXP, SEXP funSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type A(ASEXP); + Rcpp::traits::input_parameter< const arma::sp_mat& >::type B(BSEXP); + Rcpp::traits::input_parameter< Function >::type fun(funSEXP); + rcpp_result_gen = Rcpp::wrap(matrix_compareCpp(A, B, fun)); + return rcpp_result_gen; +END_RCPP +} +// struct_test_mean +double struct_test_mean(NumericVector& y, std::string funname, bool self); +RcppExport SEXP _netdiffuseR_struct_test_mean(SEXP ySEXP, SEXP funnameSEXP, SEXP selfSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< NumericVector& >::type y(ySEXP); + Rcpp::traits::input_parameter< std::string >::type funname(funnameSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + rcpp_result_gen = Rcpp::wrap(struct_test_mean(y, funname, self)); + return rcpp_result_gen; +END_RCPP +} +// struct_test_var +double struct_test_var(NumericVector& y, std::string funname, bool self); +RcppExport SEXP _netdiffuseR_struct_test_var(SEXP ySEXP, SEXP funnameSEXP, SEXP selfSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< NumericVector& >::type y(ySEXP); + Rcpp::traits::input_parameter< std::string >::type funname(funnameSEXP); + Rcpp::traits::input_parameter< bool >::type self(selfSEXP); + rcpp_result_gen = Rcpp::wrap(struct_test_var(y, funname, self)); + return rcpp_result_gen; +END_RCPP +} +// ego_variance +NumericVector ego_variance(const arma::sp_mat& graph, const NumericVector& Y, std::string funname, bool all); +RcppExport SEXP _netdiffuseR_ego_variance(SEXP graphSEXP, SEXP YSEXP, SEXP funnameSEXP, SEXP allSEXP) { +BEGIN_RCPP + Rcpp::RObject rcpp_result_gen; + Rcpp::RNGScope rcpp_rngScope_gen; + Rcpp::traits::input_parameter< const arma::sp_mat& >::type graph(graphSEXP); + Rcpp::traits::input_parameter< const NumericVector& >::type Y(YSEXP); + Rcpp::traits::input_parameter< std::string >::type funname(funnameSEXP); + Rcpp::traits::input_parameter< bool >::type all(allSEXP); + rcpp_result_gen = Rcpp::wrap(ego_variance(graph, Y, funname, all)); + return rcpp_result_gen; +END_RCPP +} + +static const R_CallMethodDef CallEntries[] = { + {"_netdiffuseR_edgelist_to_adjmat_cpp", (DL_FUNC) &_netdiffuseR_edgelist_to_adjmat_cpp, 6}, + {"_netdiffuseR_adjmat_to_edgelist_cpp", (DL_FUNC) &_netdiffuseR_adjmat_to_edgelist_cpp, 2}, + {"_netdiffuseR_toa_diff_cpp", (DL_FUNC) &_netdiffuseR_toa_diff_cpp, 1}, + {"_netdiffuseR_egonet_attrs_cpp", (DL_FUNC) &_netdiffuseR_egonet_attrs_cpp, 5}, + {"_netdiffuseR_approx_geodesicCpp", (DL_FUNC) &_netdiffuseR_approx_geodesicCpp, 3}, + {"_netdiffuseR_infection_cpp", (DL_FUNC) &_netdiffuseR_infection_cpp, 9}, + {"_netdiffuseR_susceptibility_cpp", (DL_FUNC) &_netdiffuseR_susceptibility_cpp, 9}, + {"_netdiffuseR_select_egoalter_cpp", (DL_FUNC) &_netdiffuseR_select_egoalter_cpp, 4}, + {"_netdiffuseR_sp_trimatl", (DL_FUNC) &_netdiffuseR_sp_trimatl, 1}, + {"_netdiffuseR_sp_diag", (DL_FUNC) &_netdiffuseR_sp_diag, 2}, + {"_netdiffuseR_unif_rand_w_exclusion", (DL_FUNC) &_netdiffuseR_unif_rand_w_exclusion, 2}, + {"_netdiffuseR_sp_as_undirected", (DL_FUNC) &_netdiffuseR_sp_as_undirected, 1}, + {"_netdiffuseR_bootnet_fillself", (DL_FUNC) &_netdiffuseR_bootnet_fillself, 3}, + {"_netdiffuseR_grid_distribution", (DL_FUNC) &_netdiffuseR_grid_distribution, 3}, + {"_netdiffuseR_edges_coords", (DL_FUNC) &_netdiffuseR_edges_coords, 10}, + {"_netdiffuseR_edges_arrow", (DL_FUNC) &_netdiffuseR_edges_arrow, 10}, + {"_netdiffuseR_vertices_coords", (DL_FUNC) &_netdiffuseR_vertices_coords, 7}, + {"_netdiffuseR_rgraph_er_cpp", (DL_FUNC) &_netdiffuseR_rgraph_er_cpp, 5}, + {"_netdiffuseR_ring_lattice", (DL_FUNC) &_netdiffuseR_ring_lattice, 3}, + {"_netdiffuseR_rewire_endpoints", (DL_FUNC) &_netdiffuseR_rewire_endpoints, 6}, + {"_netdiffuseR_rewire_swap", (DL_FUNC) &_netdiffuseR_rewire_swap, 6}, + {"_netdiffuseR_rewire_ws", (DL_FUNC) &_netdiffuseR_rewire_ws, 5}, + {"_netdiffuseR_permute_graph_cpp", (DL_FUNC) &_netdiffuseR_permute_graph_cpp, 3}, + {"_netdiffuseR_rgraph_ba_cpp", (DL_FUNC) &_netdiffuseR_rgraph_ba_cpp, 5}, + {"_netdiffuseR_rgraph_ba_new_cpp", (DL_FUNC) &_netdiffuseR_rgraph_ba_new_cpp, 4}, + {"_netdiffuseR_rgraph_sf_homo", (DL_FUNC) &_netdiffuseR_rgraph_sf_homo, 6}, + {"_netdiffuseR_rgraph_sf_homo_new", (DL_FUNC) &_netdiffuseR_rgraph_sf_homo_new, 5}, + {"_netdiffuseR_vertex_covariate_dist", (DL_FUNC) &_netdiffuseR_vertex_covariate_dist, 3}, + {"_netdiffuseR_vertex_mahalanobis_dist_cpp", (DL_FUNC) &_netdiffuseR_vertex_mahalanobis_dist_cpp, 3}, + {"_netdiffuseR_vertex_covariate_compare", (DL_FUNC) &_netdiffuseR_vertex_covariate_compare, 3}, + {"_netdiffuseR_moran_cpp", (DL_FUNC) &_netdiffuseR_moran_cpp, 2}, + {"_netdiffuseR_matrix_compareCpp", (DL_FUNC) &_netdiffuseR_matrix_compareCpp, 3}, + {"_netdiffuseR_struct_test_mean", (DL_FUNC) &_netdiffuseR_struct_test_mean, 3}, + {"_netdiffuseR_struct_test_var", (DL_FUNC) &_netdiffuseR_struct_test_var, 3}, + {"_netdiffuseR_ego_variance", (DL_FUNC) &_netdiffuseR_ego_variance, 4}, + {NULL, NULL, 0} +}; + +RcppExport void R_init_netdiffuseR(DllInfo *dll) { + R_registerRoutines(dll, NULL, CallEntries, NULL, NULL); + R_useDynamicSymbols(dll, FALSE); +} From 2452463e73133d6401de242d5b52cc67fb94b28c Mon Sep 17 00:00:00 2001 From: Anibal Olivera Morales Date: Mon, 25 Nov 2024 14:40:55 -0700 Subject: [PATCH 42/56] saving local changes --- playground/split_behavior_discussion.R | 9 +- tests/testthat/Rplots.pdf | Bin 0 -> 3380970 bytes tests/testthat/test-rdiffnet-parameters.R | 10 ++ tests/testthat/test-rdiffnet.R | 2 +- ...ulating-multiple-behaviors-on-networks.Rmd | 125 ++++++++++++++++++ 5 files changed, 140 insertions(+), 6 deletions(-) create mode 100644 tests/testthat/Rplots.pdf create mode 100644 vignettes/simulating-multiple-behaviors-on-networks.Rmd diff --git a/playground/split_behavior_discussion.R b/playground/split_behavior_discussion.R index 2e39155..df5e897 100644 --- a/playground/split_behavior_discussion.R +++ b/playground/split_behavior_discussion.R @@ -132,11 +132,10 @@ test_that("toa, adopt, and cumadopt should be equal! (split_behaviors)", { # Let's check the plots. -plot_diffnet(net_single$graph, net_single$adopt) -plot_diffnet(net_single_from_multiple_1$graph, net_single_from_multiple_1$adopt) - -plot_infectsuscep(net_single$graph, net_single$toa) -plot_infectsuscep(net_single_from_multiple_1$graph, net_single_from_multiple_1$toa) +plot_diffnet(net_single) # works +plot_diffnet(net_single$graph, net_single$adopt) # doesn't work +plot_diffnet(net_single_from_multiple_1) # works +plot_diffnet(net_single_from_multiple_1$graph, net_single_from_multiple_1$adopt) # doesn't work set.seed(1234) # they are almost the same plot_threshold(net_single$graph, diff --git a/tests/testthat/Rplots.pdf b/tests/testthat/Rplots.pdf new file mode 100644 index 0000000000000000000000000000000000000000..54120cabf105b1c457e030c36a1d712917145218 GIT binary patch literal 3380970 zcmeFYV|1>;k}w+Ewr$(Clb!6?wz-2H+t!Y4+qP}nPQL7O&djVkv+m5?fA`1t=Uvs+ zrLOL-?y7!XQUwt)T1Gk+C{n*&zdgSxzd0=jC`JMX0$T$MC>|atdSM4+eJ68U8xegc zV*&~hE+z&h7Dh%UMkXd^Mg~qwD0*32qyN`F6>}%6Z!RSQaR+@nGjl^n0(oaAJ7=eF zHU$S;BWFWnhrhinbS!iX-?)G1vi*yqgyQ3aGPW`LYX#H4TSGvv;%;Y5KrgKCq;F+w zN|ppU zkL5qf`%Ca|?vOFIF?BK{VB%!sB%l{Fw{rR(0lk>jw{t{{4Q-8#|Jv>7^zAciD7TCX z4e5Bb7TAqnUA@xkffliMQ`og85-n4c9$jD3dELwh7L31fOVs7>=a&DvfAT8;uMtx=tI152#zLy1-p%qEezN z90~%rXFPgwnKG36>g;^{I2Q_!j8%f@|p6a0?jziXa`LX){ZrkYZ*q9Z>mWSKC^Hk=LTEm3%^@wnR@3); z5Epn%Ld$z`ijszu%%?b`Y*k5V7ks$Ddc>tk??@W91+5a7h7>95tOj*$1IQ6tp<;%o zn#BuYn&DTIDEj&3adquYx-aNq6cUpQ!|EdHxs7~vZF)lN3#k-OVFFe-PLY$9xo<(? zcz_a9KAU0Ba$y0ySQ zryNU*3gPbsr_*wcyyk_)voT_ZJ*^l{SgCeiaEH}VJh2reNT=FG;HagnjGR9;;j(Pu z%=Wtp3MIW3z?r&(cJFb@rAWP{T-J-@%Ig+oY1wvA7$Q=;rtR9|2wlT8F)e zBm5R1lSXo7lDgmNGRT}D9;8vv6KQlYfKwWx*kawlN%|V)O&52k%{EaZ7HW0S7+XJJXn@%(w<1N^ zbo%ICH&$J?(TE1JXuqj=He9nn=nAn;*FYC*z|z8%h~#Z&R5N+V-QjKUPqm3NUIsg8 z;a0f`YffwbRI4o=^sB&7dkhEB(`|*&BBcT|RFr?Q!N|>VWy-y68rE`N>u(>KnpI}) z(a*yF80sAXupUv|eZ)kpOx399AmQ2}WEOp-K_IRB@ORytdf2yiQupRAEJtr_X#boc5LZpE zn%I$^g#U-50ekvMq;?(Kq6maYWG!M42{{E1V|OavyQM<;*4L_SCgA}&7b#*Z)|ukK zK2e5dLw6Ib6CA=XIq6+w&n=oNKtDyr*0Wu@o+0S0*AX%CBq=T($-J8jQqL$!UvnU^ znU6?+WvLgad{1=9Z{{H~NK-mZ$^*3xKHDTLmj=xxrET4P@%hQLrg20`FKC`xCdUaG zUg!a|qRPOwyRhs#gbuyG9^@F8m(yc*12%_mvSGH*S6O&oLH^27aARM z4MR!4WtB`MZ&5rJN1y8*hJQ@;Vk{Ls{18zd{=Y4g)q{U5llSoV*PkugV%vrxE}+Q- zz$m&j5^Xyb1>Z|$d!l39J^$pUAFH4?a7~$ z%4ZZob0ewLz%#kzZg04d3+)uviRFtvvf-o*)hm^`ENT2j=SX6Y7!@h}xM4(HP^;QB zm98D6eX-b}f(7Wazkn9+4YI=GFB2%PhUe`LtF}JxWM9zF<;G0Mls(1KNxn#tNW0EA zd(s>=0WKUjrY2=vW|Pe>4f~Hh_A7QPYwB#chgsJi8(%Ss?Fn}?ElBxK)iCS%9R&49 zKi9&c>rLz^Gk;C$8=tZ17oBp`#6Pq*Huw_o&&g?iZ?P54^}&Flx{*%i%#iPKlfiRm zn@ZUmWRBjoJxj!OI9nxnyRO*#pf6efGbXeo743X9p|y1Ctk#MLFHYNR;E^_D+;axR zhREnF*Uk@MMrdKsbbhy?`%I;ZV4?f+${H4L4u~|)okU+7!-!SFxa@HR#6b%S8tBS{5u<}KuVOB;mSfkS zkGhVTm}C8RrLaM?K>+J&?C1)WTi)8(dD*lh^IzC`_`IgGwGO;`3X+a-bn9ZzaF$qW zt@pNX9>=ABh#~qN2trPMhRbdC79scP4?mQ1PfMqHe!WBw*EQ|seD_BnOF3Qr`S@i+ z`}w0RnVx^6!{dqV{rYlXBHgo@F-|TCi%Xb%K)a*0qh%>K0){4PJZ*)zab%I0AIXB8H0`cnO#NEi^y_Y7TJ~XJ ztweBuYBoV8T@wd|xxNJk$!tk#+7dBB%D-kA+7i_Y7C^z8WTxXYGuHzmheAtm&|; zSWORUOF_vjkZvj5mL3aRPM2uAC$r%8M6MWCj;T^Sk!6Ss3f;shZIJ*1qHehHJ!fWy z+;I0PXIDJPRj9b@+XP_~Sw(-@@<0YpsOoa^u?F2vxE$|7=-$D1BSguee}-GeEAoMi zrc-l|Rw8ZhxDMRh59!Mqi_(niJLz?txXqmNuMu*HTSrRy zL(6E*3aC6Eo`DvDY85Ml|0j5=l`b=o%HtaK$!XTVrkA3BPMdxf3tK65Qj3n7N9mdU zCxec!QFbr}2;m~`3o4w!b*3Swxk39hIDRY>t|b!9D9Z^~XUnzBk;gZ`KNeqbJ%vN; zd-lRgW}{K3@Tw&AAk+`xMjVWOt_&@6E+{bZfJSaw3~D}odSl+yj|D1PftqaFQ=g1_ zz4l?|dX*vJNpZ&{7eodLUITt}0~5xBoIJqz0_>4EFq|*gLul*ldcE>$0C|~rzQBb? zVGGwx2k15En|x41csFZUpn##ydPG-kM}18G%zC}|Tpp(?X>`|k7%2vtqSQR9QmRK9OQqV=&bRpwq2PzCJT@aj$5mAdG0y4h+a6S)lthI{=qm88 zz#IW+tU_E)DSzo#&0YgLX4UQm9WMe?`xB4hl-nRgGZ0|(^{iGObV_$KSW(JiPN0dL zzk@#}WICuF%IUU!rBUT>%?ukpE;BE&W5AeFOLxV*zd&)ZO z700<%CHF!gh$*0G9l6e|-gEnWwKXMAenCr=y(F{jLNi#$Ff(0pvkId$@eZ&t9%F!8%{M3>p z<0r^{)A6!s!t-IEHwG7XR!BfFu>+QoYb7Dwng?+pMo2&ssTzol;t|4fo;(SDGxC}- zgsL%~3AQb-8DKp>ze5L7iPjqkT|o3C5dY*X*o2LbGh1-02+Q0+s=%vSfU;CWs5q%N z*K!-G{!w*%JuM|tH=zWNKJJR<2TJzigf~l8s@wa_j({W{A%Awfl$S6)VH?%)Qb2-? zu(*C8Dn?f7nkj25D@I0WcmfQR0d0>^t2?MM?!$%%{gb+EJCFYUU%Ex z6}?eICj$DIPFf6m%kaOc?F!ahO$LSa1e0g<>F22S+1u}St8C@|(3^uLMYAgM zbB7Kv#U%4^mz7ahzNY3n1V$(5m=xbFA9;jQ&L5W~WB70^@ibT#JARa-Nbg~nCZiB7 zu0JXZDN?>-=9+m>&ns9>wfpE8esy5_Xd1{F+`C;V3x6`}59Xo8Th! zC`v%l|Engz!OrwQmjnvbWaV)fVLGO&t`Xs6k;zj@ekkz&o|o#D;w6AH%e7EMhb&ep z>FRXZHDVg8Hkj|5oRrSWMCW!H?8d}s4j$UU!RsL}zy&GG05;8lf?&fqK+L+_#^!;! z%BJVb>^?cjNnFHwJvun~fdz~A3G-tqXUB!XPOR&#hXJq?Mv)qu5Hk>ho55TKt|vk= z6`~7(4tzcqlc^p!Jc@FFh`IcMDk3I^_p;l4%wHBtDmqXR#U@*F41>r#oNk)g{P)pC zAArCcB$k1K1RfdA0tR7@6a*t8E>K0qf%h0sl|iYaV5*7oW?k1fb&6A(#a@E#=dI^q zV#BD`jDi)H_u9_y6f#mgrUdkvbuk=jfr^#H+yx12i~T^58>wR2F|)fYP&Q4$##3A3 zpamAq39fWoZP%H_Nn+U_jhSb3o;4VUJ5|7(Noacs0G1Ctz>8^=po^=N;HdQ^^L{up z7Rkce9gRHmtYhWHlr9~ML|g7t!o?$o!>?;0s*A{2E0`9yXb_@0($j2p$kHWudHRV9 zjepL$>&_(TaB2>U(+)KiZZel_?*2$yd2Y0$Q$2l^9Xe!5S1qe@f*uNGOrf(xK^d#+Ptk72sHM~ z6Yd-fl&u}+k9J;nOR}I-yuSmr)L0z%tfD+&3VhEdPolc$M*WVA{2dTC(5x{!`Cl8# zvABi&aC@R!M83@vN0>>RzRHDHLQi$o?#|dLV;4ak!XfF%$O~8uGT>2j)Uu8WvS?3h zdpMk5s!5A3o2YPoPgNY>vv3Sn7dCx_Pj*V_nSlmxsh@$$bflVjl9e?KJ$%}@VYQmvTt<4XqfxNjftT34 zIy}0x5p6$Cd<;Ie@YKAFd(M^@u(J$Hg}GJLA=qF28oq!=QTo zV(;^Y)~}Kx%5Gi9FI<{;1~{8DTiXndZc|_dLsIB-+_=C#I{^%6lHOgaYjqkDu|`~( zT`Y#9fwbug9#F^ml?GgeSdav9%s!+Bzm7W9fl}5p)`_!-qzbAxK+eWfrGOQ=47ury?xAJ z@sk7&?uRCAkCV?IkfRc~GuVZd%})^V;-E+KX137_<^~u=mBB|t& zF!knphf0>bG2o@HjIl*Y;wr69U(NL6E-&Gu#)_i&9BzdppUQh;&&25&y-R7q3n*}K zU0ahbj&H@UKUIPidr~%HX4?prE6=D#Yv<0baNCN)?r1V8MwTh~wZ@Z4>#t94-&PV; z`FTAEa6$VXGuEe#f$NOeDeAS#eZ7cjEv084FB`$9?%}Eq?NSK%&uA% z#&Cb|d-UBJI;Hr0aH_4Ts0SJs68ey!~Dj=i~V z>b?GDaLjh&BzwX+yZ2FXVY(`obW|B_yZK$t!&u4k^re~dPY3s5t>rsnap08(Tgk?p zx-_*U7^-U$Z_o(Km`aQs_o?eBj>*7q&o{jkOEQ%sxTqAWy|(BPCSjz08`hF6By+HZ z9WccvuDI2&C3mM!z(v-EmWun&YpSa!gJ$BXOR`< z!t-WrH`tO#0%cFw15@k%nnw~LTJ!^5!o4NGR5Hte59Y>^HNRlfn$O;+(;hgs{Mp{S z!{*Vu(Ve{yVpn1x|E~BOAJz8u4^8;f~glmu?9Pg1vxUVr;`7 z%P~Z=EOrgrQkBWpE~uw1p)4h(jT|U+#Ih1)=31AT))PRfTAC|H7beBaq_at-X?k*T z&`>QxmtiVAFj*BpvXpKb&ld87e)g!XU6vw1y<$clZn>GYh6P`+WEYZ|kHCg^RtL=H z5~O1+qJ*!2Vmx0!p&L0o24I;xX&g^uXmCkVp~t9_@O>fk_cr$$Rr*^Bn8fj(Aoq-t zShiphsb@)Z|1>yK1g=bJ8Cao^zZ_Zw8xFc=8%0g@nD7AALQ_o97R{nD= zh%nrGOpYj$7D{CU39<Rfqb#uJ=FNW#VGv?57~Fq#`S$y3)d9vT$D01~xLgqce)UDk)oPH~09$u|oe*Yh!k6WnfOxr@RPzV^Qmq3%fwanVYuPF^#ZID?qBWb!(<7MF z&o~#~AAlOQ&fRr|w5|nLG&dB>=FeTX#>IbjzHU7mVC=lin(Ivn8otmqn(G^h7w&UI z18GmVCEg%nP-q<=WwhDjksK;;=1taxt*z26$LF`*cZj!DR}}_XG1;p^<*lC4;!rM4 z&IE$g@8i>H<%w7Hbkb?zSubiQ%EVfAeuAbi%G}vuQS0BOU7Xv^UIIyGvYl8qwi~CC z@pdJ7H{_67Q6P^EmVx4I)sDs0y!J1U(N9K{LVArYpz<9ckaS5zaYzgxq3%l7hFU_W z;>`ugOM9ry)Xy}&ImcGkzdV9!F15sS&W$!GNJ6I%&1 z>1C-VC}h*u+}VvwMpLn2uIsU`o$ij1Va{7@lQ>U%o*teoAq0^m>XF{)NSBA1Snaz{ zIyrHLpVtF7b4O2VXbabiigWKb5i*`JN3|+T0{_`)9J21^d9kqzVN+xuVlThvsFG3^ z(txUpDef8_CrjlLhm!KqkZSD;#Z_?&2iW0h%?cI;)SQKri}15m=@BM86((9SK?g4vmz;rld{W?D{?A zPOef+cv2CYeKMnUY#v46=srv@G+marh3b7TJsYkyziG8Wq79p9l)*Gz@96DGqq-MbK)`Mz@9CEGsoyQe{qUiIk+5D z7C!Jc7E_D&lHbK)~(885^OSgx3aEy&q`3c)~7hXQ`m9UrSS zb!EB2o=wTM-2gSalNU}9YL#|7(4DTf+irAOo-SStTNRH5lL8~a=E1Bcb~UP5s$@PC z3*e|}SM zrM@uLY#+;Z(zKvGR%mTn5F`6)U4pMI-k3a1itj1hcX4_|tvI_uM$)0Lx6~8}VnD0D zP)BwGjgTSr=-kpMY4Hla{9tiQhm*@Iz)^5kf7zjn;O2;xUJoR}MQUpax3ZBOB5^;2 zOXoB1Pc7OU_nFonx9LwWcd;kFWZS^?WpQ(KK!$%B@fvd`awjv)3Bm4{qe@PNm{O&u z+zs(838CMMOS6e$P#2CRX5^AdIXc{VaUp{fr0U=_6Ub2@4omP+h1jg7o?rLU81Prl z?my0xZ2EB%@$pNWgwjtzK$L1way9T$PAb=Baa=^`4&9q#E|ztqtl-40NW|W@^+;4k zXq(?ST1%j>p-mb=s|^PU#*!)&r{-0rnT|wDw$(cP@|Ol~&6(8DVPvgD-AXD@b%!x% zfFBrBXCq03!;AO;{64$YV;p0k>~mf?8I`sb(@?fn`(uxcF!9j#R7pwu`0}EezT5x| zo5{OxnW@a54bQGQJKz&;=hyattlG~v=F2=~au21E%>#~k(@ojr6RoXj>?4gLj>gMJU8Ig)H?|q(&>G1Tn_o@3Pwp>uPws}8 z7oUYOShSC6_(K#O-Yeb3Bnlp7aU ziw`NuS>CBloddmM9KC^Zk8c;juxM1Wn6tn2iifF@{9FmYw5C)|zIHjuIZC%q`4dp4 z^zl6+sCMhf7@k@@3WJX>9T)D|nQNTR`c-d$!-Y*y+b8wYX3iz$1h+*s^`msP9nc># zkZ}^5Ug3fHRCvVW@$=%gD?a74A6AZA-n1A$syaI%T9*=eCpTHn_PY84b2`-f;7%AucpK?_Q&Wl>=y2{lxp;=EXr^L<&VHq^r-rDd{I z)#H3aY>@Q}l~wX6(d7eQLdvY_DxDNW)~ZVht;NQuyxMB5@`jiW`$Ad!1kY9H=~|9P z-6I1civ_si4xI_~bNkR|j-o{fR?}S3@WoR$Ra3O<==x`;^3mfVjK>gv+le497FT+iCmnM%7izx>GB)7yM|CcfOv+RK4Q_VYfIvxQVl7%R$CCJ1FI-i9{ZpB zu?A}7&=L2MP*LMEo$xO^#)37_L<1;@sLb2zGpqSl$a@2p0RK!#@1oVE^k z9aGLxA$r!X51(#AGG$m|^=IDZiBn|L!4GK`ul9Y>Q#ak)G?j7k2MqZ;*(~MID@mQ% zkSke5>6-@$Laa`mVcW$u53J}0uL}0jvNo+Zz}BrtXcj};E&18KRol&MdLMv_2Ya8E zO>!S8&S%m0B>!I-_=vJc*jbfXO=-3m9wp|@we@S94A z4UEfwL|M{K5UXak5y31qoWm0-1lwIA|KQbz zHwIwMMet~^l=@c7fM)X6zwd(%?q(ogBR~yi;*CNFCuYUF1$JgEkS#@218Hx;>_?dB z`173p2Q*#A*rkRi`=y6q(_mc_|9QYrxaBWy#2>13h#1 z#410~@AcD-ly56ZH9X?VJZm=UszL`e{GnLKH~Jwg|5v%`L#cbYEAD9MkdMk#&XCW- zwUigXrK{@Ro3{9Q({par40<^R3q)={Xt(i4$qq z8qwu|^2H_UwHc~~IVPR=DqC6syPDt>%JAS=?r$QBNS5%0_NifWX)K9!y*)ym-dc&U z(AGIVer|DQu4?*zDYs{l&bgRycI3qbQ>bbY13^|e?Qxoz=c$qzM!_2HrM9-Za zS}Iud0Eas|LIzMvNvfU{Fj(*H?l=aH*P{r#L8q+<*@TN_GLpNj8h{fd?Z_|UoEeeF z;PX@{-PJSzaLGSNRRBmN{+Q5T0{9O4jCA-5kDUr5@^=d^JoVvXJ8U1Uu)=_VZ&k4~ z5aY~y@Cb93!*!KBf-SFPWeP`<5saLHZ+CB`bYt*x%nHRF(z&Vf;-=)&M$x(<6o*r$ zfWmr+qLpzC5$!7{0Xg-c1H0!V*h15!5sR?EO$s58xmhhj>_E3M>bFKl2ReXsnsC2@ zjlvOjuO>5{g{q^yU>24m{3$=hF)3fdd9BUZs|hIfHvS>z<|D^mDQ0?+!(l`LBJ3?T z8mzYnBngOj6}dLJgr&?*-6$xlaCkB`J%BMXF= z+dQ>NFau>9AWd+KiWKF@e&;joM6pBA1%Ejnm#gnR49!^L7)Aj9^g0L22QCLj6qUW4 z0y!coJis)(-IGvXwG;C!*E}F726BOUGZ3kT z{ItjK{)1_$^rbNu+AxAKxArJ$Xd)SLb7$^oAu>dNnj&jGhM+@oJ5&*RaCqUfXgdPt z1@`x-JW)d7Il$Q*<-CXqr=lW&oqSS5VzWX}oW6Y~;RZ7016qy1kpNpiU@-az|fPi$Un~z+nLQ4ZN~V&9IP6liFfa% z7_kwhRe^d7mo~!^!We_ZE&CtSY!aLDuQo5+?NepOV_;!w0{T*Mt^JL!q;kgO=~Sze zF%6RTaQwm*iNM-iw}NB^jzs%jV%ZQP_iK}S%zZVZG423BiJZ}~2T#XAWQulR9&ija zcVhbR&Lup1+_9rjO|W1JS%=<2FHD+|EC3oleQVHOFhoiRJz%GFOm*c=;vG43(^rg0 zAsg_eE61T4#NW*w#Hjr(ANTjhdI6|vg)4y4a+`Yw$`#KoIO3J3VKM*wc}ZEm&}$;9 znR|!YV<}W1YRl9<7aA{BB4X`_LJi+nCzz(~2;0bHt695ujAgMbE}I)G%{NwW{Qhd< zYP%53WL75j0Ij@M+{9PBCm z?3Z0hjlr(jyq@1}G)aLZFI*n&(6wKpLWO1xaDct4Hgj(xEraau--BV@u6pedy48I^ zQ$BelKX<*>6LX4}E+iz#S`tX+ys)Fyc030Z6Q^y;#Y4{#YNY`@#X51hQ;3xjD}~O7 z5_23}v#+0IymC%LTxU*pC~|Bi=y$+D*_Ks<8F20(JWj2mCMPj?osNa=DDvE0D7OXE znI^PU99t>S`@JyCPODE$Z5zS8`s~Zo`J{A&xlmXfaM$LhRdfOXGq)AeTVPA$kemw3 zYA&D9<)s~Y@^T&1=OALz+PE@w3(EvEyI<%}b5OQ|>wNS2pSgP2*B|$3LB7g;Tt<&+ zGewqw@eN{`d!vQ(cB?b;?g}k^o3*cNWEX$GRn`fm@4&BL(Rh^o*%!!&gBa2im0^+A z4!O;DRQNdxQbvuQ++00vK6?^+MNFsj#Ow&T?l(>+Cf5A( z{^m5|D16(V8tA%L37z!3naGax6jjggvk_)=09DN>2F)e2Y?~0(bppzJ*@en15aY*b zJkd!60G$8rbP3LuJzAf@nbR`aJ|tjm zZ|FXtBS>@T02i0z&bV5pj9HDrv^#5Wun+*lBw6{jdNuI^upJ&=&D(|W0VxGfiE%Uf zG=!`ez$GB1HjYuD2}m)-^Idx{>%5uc11?^<&_X;1{yammJryalSk8KaHtxL#qJoD@ zOiCz`zzX{~9Mb?I4&#ALmE9$|25_OE+Sn)XN&+qlsb!hyu=1)$(v{9wmE@SCzQOxNcuW8$}_JAXh zRgE&KyD3+kF6++Dyu~F~mI-qZDgT0gCqNK+_XxP?(H>2PEffie#e(;Usfx-2LhbM) z$LV|0M};+Z<__~k5ZGpsg1)|?c-7YKmiBKJLmJS z$MAM1K|}$-ctaE_+CO}Emsm%M!BKAwKD=irLyH@q&~<-~Gz^@kmh+vOy4I@R+TT~+ z+Pfemxgd*z=7Lo2bSEL~432PVJbV=Y*f#k_-4dAn=uAXul66aU%-gvu zd4M=J!(Up?=X;aE!CM{jE;RQ}X+j9Ik+apCS)-S*ctKR|Auo+F!S(8tD>_9_qr{McNQ8n1C{%-p(o>R7 z&OG%{$OiOj6!l$Ix+ZixtR|Mu}pw^aAEYrB5YwQtWmR=0`K^0O=I)u{>I)j9#E|LB zfx!Ib7f9SK&chd;#Lpiy`smv*fReF(ga~tIqvv}JbOe;q z><7>iKNIhGy5;(l9d!kij1pWreDjBwtM_7;dd~2I58v68r@$q`U{ICp0ZEMIF2S@4 zrsn7gD32Syf4p<-xetEh=ydt!huE$x49+3s=u-emtj2*G>xhG22rgsDEx7|qro-Xl z5|qq=OPoI86O=@|`sROj0+T$v;1HBdJpo95c*4cZcYOoiyx+jm*Won6emjbm;}@udqByu7zug-C94HoiLi<;U`bvWP5~t%6k7o$ z0<0^6*+Qxnz&N7(W?;!wo=!kXz|1ya$&ZjVz&NIiw(ntu1%OMeszh)LD9N0|kqq=- z3Mfsx5>O)Mv44BEX5BacUd860D6m#wNx?0@d|AX{z&N%m8ic>H`vK$dxU}~+{PG!f z03`Rk0ZAfXKw?-9u`!pPvjE}-pTJ^R7KwfHYjnPQ9$@r}s-6JjUVXm3cD3{u_#X1r zH-?KJhrs-L%su-~89*{%3rGU%9YbJtdkG*8j2}FP<(cXxKXX$-6mK; z_`Rk`B)Km_VX{oZ_LGBoNE!l_%MPA8Pl4g$HCEN9phET{H1YFf$Q@bSdlxrCY_IDVDmTNhEpv34xhyZmmN2 zNk;mXpaWvgQ#oD|AAV!o75jh%#g48Ei%+$zNN=IZ37ajZ$%sO}Vlqs{p9|YG``W#j zh<`I>J7L|5R>T=InhYnqG1^cKNOEs%I{+_)ZY#daR7nfmY@>s{8fIJE*tURf!a?jSs6a?XJW>_r+Y^FWO9?x4O$TzK_tMzwM*DwNGPF|v@;%O zU7{ug&f)10yp!~fOZz-6fD@jwvfsfzr`uoA0iS;d$N<)-k{^S+U6#VpAD|HOQeoYr5iMI*2~vC zj@C->NOrAB_&nI(xhXKQm6e`<7Vek&ba9+lX!nGBKNQvS6z}>l)mCoFA|R={@!S1} zolHV3Z7zr=a)kxlTN|L>sM7me`jaQH_5p?oq%E>@m4n<%2w%r)-vZbgu8z!dWeTv2-{^UM* zUUIpgQ7*jot5L5{5PLP6AQp)WsTUoPg7OWIC;%QM^x6*1#69qd7qve4{3cWr(#CW7Ykw6oJk2p13!;i8Pw9dAR}sttmG_K%tZ(-ANxnu-C-xus7($JWQWXSV(cD32Z0m6e_CtC@SaN z!bjK>wE6>yl4Lfh+@ejPxAIgMg2*Z6ec*!085AffR4pgR~jW2KeTUI|Eri8x?n$&Yq|i*^rxjm zBx_sR5@!lx`FaA*;_EnVwH_R70duvt=T+OlDQ;mRF)DCqrp`owNR4x$t6hM|gh+%8 z7M-97qo{b{gdrEoZ-@oy)?MJB%P@K+2?cw|QGZWGVylj;KRHF9};}8Ii3X^3c~4 zre_z%_WHn-01P(hOqGD_aJGR>=T0GXt*m~)qM`p}gnSlF@gClXIO@E6n;>w|)47k7POac#vXoEdcU#Z+8PL6cj1-euqr!q8y$Ra0sgvFJrho1EMnhA&9pjyY6 zz8Vd;S&wMl|C~;%=}D4KkZUHbnqlI)jK$YYRA^%Ceh>=-GmmMOVA$xXn!}iVVP{Y- ze*1cE?fsJljHsfuxQX(vwZ!o~Q?0MMF~w^;l!0~H_aS>H*o3)qzF& zW3+T{cJOMJOv z&1aU)wG$Cmt_!V69Uq$Qw>gbd{QSi#ufVN@lF5=B1xeX4yG(+-O<_+!#;4kpCRaBW z{se4o(J9BDeK!Xwm<3cdd2`%8oz&h~NVm?TTCr)U&H8|vX_CrLCB6%~LT@aV{gdh| zpe#S~%qld4sFnndS#(;S8m@UKiUya2qnwXOFk#z8Bulld39b{B;ql~v6{M?HK~UA7ULq=W8aP!p1ZL_%KIy;d_HC@Dn~tRGzvR* z*4=%4IbL+{tw39Ov7@@f`byH0Vn%=--p)aSSK>B8=piC02G{s@bzOktO}!AG&(5}a z5SAK-&U)o#u&sY%kN(gp8Y{9Zy}u6whZqu33euam*rgxtc`vn$1w~XR*bXV|ik5q5 zs69yABYTm#q0pb0>Wf-^Rt_JY{1MSrM@#X;-#YiV#JgD=nL~UCv;1lh@D1~3H#Ac> z5njaHOz9Uf@#b3$ys5aZ2h?40cC;8PwW1$6mbt#|FS%f|p-#{qqb;*4xrhtHGKG#c z4;(u+8Iwx%@u#M#0(-h|6tR;(fPj556E%~Xj!Sk{A+9re5h}`)SQnH{s84=d8yOa5 zAC+hQ%7ht)yk6wDWkTgclV_5|*OdY=CkQ?~h#Md~D{% zZG*8}dI(G1w)3D<4i(f6`peO@A@s{JT(4xwZ1L>k5;DX{co!$AYK~Qjv!Es_PTHXc z(8hU&^}g`XX>q4j5{{~c6y${EG?fSknj*@{N0;@Y0m9%1fCton5q5cVVHC#J#vJ97_=Vya|v-2qpJGrR0SLSjo7Y9Ma{TKOzr^Sd^S zCiG|&oQYK*C%O<1!f~lbn?_11qpWiB_SUIkBsJ%@fCU*192>UuOD9~VVm zd}moBt=jy|6CZu;xCPA`b=(ADYxJ9y?jr14hetam3SL{AK&mQ)9m@0mXOUdZeb1zf zl(#uL6NslfBD15ocUY_)}a1HO@_6M9EZH#z?yn8^9CpoBx)TR;BEG!97Sv*KKZZ-3UjYD-rE_ zN-kXz^eetkHJ4JA@w-yDoT_~&IEx8RF$!YmCB?M373o$)fgU+FwQ#MamhrsdZhF6g zijHK?qlO|fQv|!VahY+8{~*;NH`wFx{BCFK9)Dz;E|jwkk`=UlY_#It&DPQ1eF{-{ zrk{e1x8A&+(RT};>JkeG`(A!!s6d95&n+jARJ!^hf2@Qv(g4emui!lNm19;X-F)xygl29Pa5%*Qp36#^1$& zz&`~wiE5ZVIdHV$)3L>c-Zig;53;MsYzlb-e0v7wibK3FPh-rPv@!fS3Kqfd(mCb3aV z8YaGl4p`;JDrUAR=s{@Bkn#3tMcz$nGJpD4v?msK)>lllT+x=CR{DRlK z&2CzZ84lk6q3oT)BaOOs?e5s>j%^#=amTi;j&0kvZQHh;bZoQYR8Ya6Z>_!mlXbB7 zK6|g4cx#M{k9?$%6vBSgGI?(?9I<+f>Y_^4RLr4jP ztWIjQz_2Kk5GVieG8b~etI9du456C>0ic~PrzJ-B(;ucQ)Mgf+xi98=^o%{@++-od zma1O`+68uWF~hUkKGDcAeoz5A_f@A)T0Sx)ElBO`i&HXoDqydJ^9{atzcqF}U9>t4!r+ku8e{vY*KR66^8GWMrs3Q=X&e2*UsRCA1Vw#={t9k|xe_%6K!w`TvggtF%%cOA@z;!}mLZUonCB|JRd7U-28bH;_$pmrl;HW++U zbb!jsG>zA~@HAZ;;}~43htlvzpK+U%nd3CdF^APEP5mPbjUi-B9EyJLjtL6Db{vAz z9EDLQ7i*70X4`3NTQ4Zm2p49%76|wxGmQC05%V7Tl#Z7wBR&6ZJNUggp?``)o6tk{ zupV$q7bSi$ZB-#}JZ^6E zn+d^*$st32<@u)SqJf4rNwDH|nP3((g9;awJ|pSb3+8Nl56<4@=@9RMCb1d%YCwHV z>C{d}Uv6XzQys_2Yrp7#X^VnUAmd2{8tmBEcx|Z#_9^a2JMx#3N}sZ-ppG-6Q9E&Q zP?i94XWIj8?)K$|bbg=Epa+=dAIRDL-UEaEgv7$Ty81o!0m}_GH!MJm$tESr01(D3N`bcTX(l)DKZtC*~^*TB@4cG%-^O^#c8)7BL`@Phv zY2I+Zz00x^t)B8sq1SMP_HBjY@8>-A{j5)=5_IZ~^P6VCnaZ7=VbA`lEhGBW~SHH$sN{OJiZ6=zr9@26f{6bEbVpR~VipWm0l zQ+xv7J!1IkXH(v6U}Gq8rHLbanG_M!Xa{qz%d#cH4I{!RG@30#xF;&*f?Ynb&i6)iAxI89`WA)Tc3L zXff*^9E6NRHMiOEd|u0CDiGaTl4?}oj+JfMFnV&qn1vDc7E^qs``{k0cgU36FEsr} z4Vt#f^?eNnI*z@^D5nve+Ljv&m+^*c_U3WfjLkJo#tq|9irH zB~B6MAvDl1G8jWBcWO+k!%bnE{cw&D>R?FyMZ-$Qyo&>2z3`ZZuCXjDChIJg?G&08 ztW+{r<0Zv^7!POU1&%NK%~Og__8kPCM%G(VulGWU{?HQe{Y5Y;E*a~{VLn4BIt(Qf z_2ua1wwqRl&PuXMYz{FT1+-BUln*mYCsu2|@NzuVS%ukyFD4)cJNK!i#JJ#Lr7Zu1 zp-doLKP7zzo#G#IZoacd-7-sc9(bgZ*VyClSoTDZApc%`w4d~5+A(EaHYbWS4<7yo zYvPPLi6O*qeGUyN4K&AYYaiS^1H-^=BMBVK)H z=`k|O#Q8nPf4vbGUws6-4B%P?#)%Tllk!w~i#W_`En&v$Ss8Q^#GGf%^DW8It>?gcdWTGvP{k$?eb`Xzl}DE&TJjV&bI9iEmhLD z%3)_HO|j*j<+xBXWEON0l8L(U9|NA~_o{7)ZVJU(dZ?MGECIEZ7T*QYGpjYPPSK%` zon@(=l(Z%wCP#Iq*V1C;U@G$hvk^fAX?H9 z*+-_-^c|g>MNi;!usgB5MDhXu0u#rR`KK=>LpXlGx`FzufJ4{mj_W2 zMfcdSU^-K#KR*t&@!!4o^r-pWFUmQF#0x=K-^q2ymfvc^EO`EVA6Quv57@Khk4a~p z;^wFmygHTbbAD+}eP0`<&0AGix5{26weDXYSKDd`n+L>{&BSzZ2t&wHYibC-l@IUJ z)%8aw-xw{FpmfwIk9l((`&8dmKlA_HZ_2Z%R-<{TLO;vu@NNw{KJ`?9G|VRo+8*8? zG2KeD=XJ}gUh8yQ!4zhaEVx&o9Z_#D1>9e@J|-29WoA>#6N=U`7Ph|h{*%uaUhM;F zZR;!{+x<$3iM(GP6y0-m7~UBV_dW>j2fuwcQ(lZI<6)w!kHPs!E`6r%xcyW(pQl_L za`;zLctH!cUXv?3n;5cp!H)06BX6EsW3jeAFZxbNGr7eoW)W@lBZNC${5~H`vpw(c zgg$?1KW>+7eV+1Z!NJGRy6=j%7ULX}ku_=R(i}G?(in9Zn3d|(zdleNigv1quIhs+Vz#I*|E$nG(Bpm^8X-rgE$m211$R9AKXPrKRF zq+L`G(hUN3x8vj!l_1l^vx))mTCe22`QWu$F0cBJ+BeOx(2a<$NH-)P5`1aAhSr7% zd2^YB#KWSzv?6b5bcLYWtNOST1*hXbYDv}O8J?SJ1nLU`jbRe~r5`e!tg{*{i#>f4 zOBug%oOIH!Hjnxl^*q9GSn5;YSR4b>w%x|*N;bDk!>mUaX0+U^@?p@~A_%Jll$s zgFxGPb#LAV*zlUAifH4RBIQp=z3@&bXNX-4$0x3(?X0kKhx!!?2<`eM zciLM8tv6AYWR8LBt;|TNq87@iGtv%>(E&`ysHRwPF!ha z%SZsPG9ZYpv|?m*OX#s;c*@|R)|D3B`$KvspC7swZ9%$Uoc%pr_*PKWPKj1Enu>{A zDUp(HuYx$T>4~`xsw7!J zOyOR_2GYOub;tR0;R%6$y21iF1F&(c>RfX1`qhEOKGKIcoK?UHMsTP91lPs+p-c{4 zTiH!q+gMe}i{O~C0{V^E`k|lE#S6rQJz}oC?r(~*_hu~d-W~ymJ!!7F1)F)tkqeWl zU2$t1_*e5nHTgrHPp@wR(}K@`qvJU9X+?^_uXvrD@x+@!?o@6qwJZNKhC23{uQ&HD z;*-hy>@I4fXoBq8ECjZ4<#AVPNw?+4N)UbT(|@ILaxBXPcf@sH^;!ISo9^zMJ0jFf z@OvQJRf(Ekt={}J#|uxk3cX4M)G43wGdG@RW=y4}!LCS$JnstSnJ`Yo@Ez-^WP@T~ z9<8x!UdpN1@y!^qHl0Ze8WMoyN72!9h{z1Q;sWcoX%0fe4EJkb8D1f_PQl3=-JJ4I)ebJubY6V<6+pVWHX( z4}g!9q8c8XrFQyF`^NF&+=N3_HfCFMxTX&o9;7IdS+T2m#$}WlAs+T#?Q|{?y8EQ8 znrG?wfhsn2#ZMfM88Z=s!o4?06X8Q|f-vGX;YP&a2Q{WE@jXY=pz}4VkiVQJ5^7AjOS%1>mzu)=^IlFLnDw4ARoja=lCF`_An*3dOMtmS+M2x)JsmqvI-$>2_a5@wi%GucGXW?1t}#1_ zKR$D52ov_|=om6wQYKJZka&ieaJB6ak*QU2WF03_bOBq=FGjCVM28mw4h$EwuSK&MJcxlFJ5D^-{$MpMwhIg^b!!$G1G?ucju4%v_it7r_a zB`GPDnUJc%5YAbXh5q>OmuhAVbj(}sVuL1Z(SMxeIB`%)8Ab6^BW$Y=?B`W@XG0~c ztz!6VE9#6DH4f*A3t^hzGMV}nCr~uxc$SiuC1tNGrQ&;Y^WygiwXvAYEO$59p)z$b zf8&7Yld3i28s1(%D)Ga3k08l$pc&YP3sjPhj&;QieURZxAsP1hQ<3XSexT~rOAMuK zNeg|^>?I8;4Y;1=Oz4__7l{SW%yUuf8km*_Q$?DxNVw~MJ8^G@NWcMOu7${Ld4M-( zLV#`_!JPaIdq+pe6^-8^RTG8!lD4g5WA=kHF?3Lh>Q)*P4ff_&N81!(d&x}Fi2N)s zO>E)V1IZ|fRRRtth7jr1L1};3PjE`&JrU(gAAd$G;*n=v3o>TnwO*F=(BNv27zYGz z4{+WOICE1|W(;^`@k5Sbd$Rrn$wi#4ZtEsEvJYwuTgh-5bzJ>>+NCX_W6^k^bb#Gj z5)M;{W9QqIQ|=}b7QE?aCE6aM(XgfXD((Huw#Hn#_X^7MM;U)A#BnzQ2s~|EO0pX% zYn5r*aR&0WVH*Z?Q*&*X6qGFqQPoYHcCoqgDPq7niY$cu#g1b+iXskIN`p;{mpLQY z7g>Ow>C-L1R1BTeh<7x=Qm$&&0kaa_{m>&_MTf;yOA6P;Pl;rq-@ogttYxp6e2^qb z9Lpk2(3M#FRkRm+z>LMv)E73CdCf5J)YopYlwB@74B<@`F7*?!7T&_^58(FG8;vcUXMsoAg%-3#V;6)F}lvSAGi45{8)f^PY-@PQ*oBs8q zqy}q^brC(q{?o=-pFN=+iqag@6_Xe)tzVH>%^)|0JGy;U8VwQa9NWGq;j zGL$+szxu}pY-Y}1KN{5xS4>o%Y-uPFuH@r?QPm}ErVfy;V~Ig$Ng<2diB-{DEYowu zTd-~N&2~_)VG%K>H{BxNeitc8D%(|n62{XzpJK2gAxy*$>oYgN-E#7-;$xdrL=HYk}Xq?w{Xr2^$h5d zquB*+gQ;G=$7Q=>E%C#ih5f6o$$@Cg&>V&=tos?_(C?qwVly0R-l;9?Ppnq_%#)Iz zUAuHr&(t0%sUHDqJ(P5S1J3PVQLGh^P&$de6j6Eiv`peZk0!I}jTT{%TrkLlL29Li z{Z5kw+O<=&88Y?53BiYN=%xp3${WuUuG(bgmwUuAQIn#Myorus{}wfJU)7Wl7;OBKgVTL z^z!eVQ=3dNE>O)FNuBd()l|H=w$p zXrKh$YIBu8a0)|cRbl65RmQfD&lsFpU}}qMY;>%$XJfa3MetEv_~U!wj!rVu6TV+4oCE3WH^kNkGFc;b zbgV^tpOaRTQvVQN1>2U2BnEgL*YP z=^K0;?x%GPx!u)?eR@4TL2n26NA&oLM&qDs+FQUS<~0?{P<_^blAhd<=Y5r zwqeyvrsfL~VwRf3vfA4;D%)=PZF{R|NYbCP^Oi}}>HPa(?_X!yXJAfwJmc>9XBnlV zvrI+OV_U+%Fy+kNET7x86`xO(&wFU~jL7&KPW(L}`~_Q5p#+3chs3diu%90;Cl|cx`5%IMb6_7(;FP?vV8yLjiUmNIhYN9Xde7tJA zdcQOMYQ=RIh_~7b|Ju9bd{3j&rxIt|HE*`ZNvX3YH=v0zt&#`d^&S&y*0c9*&9nEDKdfd3=Y6rf=7>?;x!U=iQ+Xw2Y>rb|jWxADf3b$yQ_d1|sac~a zZb8J^dR^7AtcL!Vf>w6LYQxD;_W8P3shPZ7eW_JT{{ z)rhi6f@cnZ3*Xms22x$b)0uFbkTaz2V?hUpTnyAwvxwiBvYI@SMSEFI5m8m-`T9h; zk<6nhvpjMIZQb=)1?^2wSq=1)+3dAz#fAB7dChH4UWce}z&XzQ7s}=(C$Dqh8F-F! zfU3NLRh!o_;s*7|Ho{$2!%QgP9Q^`UVL4?guk)p2YjE%6W8bFo2F||(gn%=md!?8U zS?qrvzP1^2l-G&v@(^<2Bq? zR#P^4;-sK+i|yW}sAF(+t-Qju2)~35!n{^iyBzIM(y7} z={dgxY^S`&xfJuiR~&H@{MUoWP1|~>l1^dwSHPhEqyo0W^5Ium%`NX&(AWP#{KUS3 z?)n-z!2Y+0b^SHX3u1}=n3m!J)7;k3B7P5=b5QHNH@T+L3C`~YVJ2;ND0WO9Ksc^Vd;?S|la&SyUB zZ=Org`spkryPb2z(tk_Atb6VMw-5;}_H7bgT~SSbW`h~zx?Q>m(}0#tJaj|OJ|+3Dz2aH9j8NP(maL%oq_w|PC<{^%bptm^{wixNCX}Z9qw73m z>B5g^yevUk8SKC_GB+_Sf%76sR^a5RTmj@l<~@t&8$ zH_(Xt01^MG)<@PN?8+fNS@A~v4L)=koMnp<7p&@|0HgM#_%%VzFf)^}bTduA!l8>- z|9(LqJsR=dmc0upzGU;Fz%)1T)V->Q5J_=MSq6ExE-}}X!lM}LxWTJ#y;3x1eY&!X zCUx%JU-(~ES}E(`c6h%o)ns%jUQ+=pUy%Xz;;8zWeli;IQbDc&Heo)tNS5OxhqJz5 z)34^*FCiE9n~Yt8q+K+_jOw&LYI3(ex~f@8ZtpM0iwujd4(Ph{n$(QzJh0hCf(cft zs#$8F(#6rEx|{taS;6vYf4RIlP-*HuFPm#Ki}Bw(mgsJIT#NA7TJy$|kZg9u$`&#o zvAd!wA(~G1IyI~{TzMsKwHH2f^=c`taO^6@xUFb)Hd=irQsuc}XCE@q2)|fKb@6+u zEP2ghdBx;)t`4+qNKDquuRD}vB)x76z*Nda|KfchuBMcfk)Sd?aFCFpzP27msK{ zqx=S(GssJDskPuhMU0e%Nf2fdXy5!(*%fKnw8^bpKdgFN6qVpc{(1rZ{kU$ZxZFaw z`%~obFiWsN{PK&bCuSCJ8GMf*L+znd(G#FKNvI`-rKxZoj*wiK@9gAGFIse6LI@a^ zB`Lq}l;^XF2y#w|%I)b^5)M&PrG8-+t}Np?J~XM@bZ?3zgoMmq#>Y%8Te5iqm2+8k z#^4uFGwj4D4v+C*p$#7lcPRp8wN(imH&l7Zrr^frF=5mi)R0i>oU=o*R z$<-dnonY_oo>mDZ6&*k&V^4X*Wk+GQAaW(tNgRbtfo|#Bf6XB)9QLp7O8nmHDIZW=>{~ANW>Hi9o7mTX=@Z4`GO&udbgWg8rvyb-<2hGoUAc-@g8c*f zhjcmyHs22w@ghpT_UNBe893pOaL3afPDCw5==^l>Tn&PTa)!EE>kX{7Wkx?Zix%pG zqgZSv5b$MSt>dY#cygU6l!*&~=l*@9;kBE5 ze~y*xGa(o&WLB`EC(=U4?_Ne;=!P4$ZWhPm5coT?HFZ;W7-|__V2>X_tkz>lxRT+I z^iJ~8BBMhcGAS$drs8b{P+f`)cAiaS51ZGf zssu5iK9%r1{W}H%QrO8cqa8mDBpZ8*{10P4{aH2Z>7h_ssjfFH(WjCOU2+(T*6a##c9s|NA$!fb=vlB3}ks1 zc7r&O1ecnGTl8{!9U>%x^Dr)019u_MXI`dE9}5r8dR_ow3#m7T6D7ug2b4{0O4thFbgy}ud?B@8|;%yf))+Xn8* z1`*Mz)4#~AKU3K<2J))#hi%T1i*5J9otfi{F~t`5G~yv~X?B~#(4l5;Ouo~DBK|xW z-<{?}G~5)Io%f^9w`UeXh^o?ysVZo>x^sNmMS1`Hq8478fsTI|!R4c#P-q^~ySS_cZesd2tg;XI|6rnb%)M^l|J-H<#o1}%91v7^`M8PmTmgNNRrhO z{;%b$(e}TUn9(*>+%J=>mtbJ#wloQjY>SHfa2-8$haJt*QC3+{Q`J=DkgCj;-lo4{#%Ob)67ty!#z2=T){<$iZJ1 zd7K3YlpP?!E7Mz8N&MpTfC6)+~YsAacD2zhm2XOeA^m zQ1+=BeSY(yqRV=5+?7lejr*Aaw$2j75zdv$Mh zdv*}tAHI`aFWt93n-Rx1KeIFsna@qcjOEd+}fn4LmwI?-?tVa>AO`KO!XW^}J@_iH9H@4&+Q zXzM2w&#x)j{{aNE{6Ajj!Sa8+&f~vk{0|_QiHYO?5(xhP?T)#3V)OfvVaLUR|7CZ~ z#xWP#Vy^YpV^obEuL5dA#0(tr6B@0V5Hl7XaWvk1dmbm{|8h8613rnSU)Dln^Pkpy&7YCy+~ck?^rFr_+fr;j_Z~I6`pdTrPig0cxc+>cUObM6zT#oqScmIJ@6 zya1r}w%bbY&#PZPEsq(O{Lj1xQQr4^JYM&}>sUFjQ6%sgVc9PxIMkH@2q*XU_F)tf z7{lN|g1dUYn?`@hAG-!LP%};C9Ayg$DdU^Y9^+8TO@8p&wPcZZRAX0_yaayQuuQJ2&E*MXGN)54BVTOFiOoULNPk?Np2 zM+JvfZA0rus=8ekKU2fTZ?Rsl>NVPyS-tJbC5nQ%dg@GwRPP=^^0fNvRK_92o4#FL z+myC`we&YjV0^Fpo+^H$07mN)ql+K`<1C?vm6WYkb3^^FL;AI^qqOj|PV@*WIxIX?JAs?Dyh^!j<6vhaRp*mVW zO3(V5dptP1!qIYuliZw%-+|NE{IZI1rd+%u7)lCV5xhVYXYMq)xLh9IYTD}ryj)wJ)#zGq!QGkPC%VmeHDtR>@ob=H(!1E;c`#eq@L z9De8@q!o|OYQtg3D4XfODUCHYF@9LSoT7!Tjx*MIt}1OJR?V=oAi5F3QT4~n zJ5wRho-GSJ$~l919fsClkvaJFGRfOS`nT8(1UmxmyDiVGB5z*wAPxryr}at0nqZMz zj=+kW?6^j>k*Z@%UPeHjEdswlyz0V=yRc7u%(kV#sj5S82 zu?Ed0y#jY=T9qBkuYS^VQ z+4n!@|H@?6evONOTXrB4Tg%H7&tWkkG38X1M2=N-pLSMODI8!X*gTHGRHGEh;`AEM zx0%mvWDD9GsE%|yD*U~Zcg2?PJUtQs5s;OB2MO)BBxJEwL??Ny?GnUgjm+6Yw}1S4 zIje3+1p`1!A^fErfBY(O4YycunFkOwL^X0O#Lx(1(wMSs|IQT}=|Is6{CZ2H7 z8x{{6=WV7J6{IPmD{Yx~<@WTL_+I&f?KEc*ic-52T`ZZc0#J*lm4J~LNi~;TIyNjMr_*7FD%`aF zn_+>slx-ELDC?D4FWw9~*%4n+3}?`20aPYwVA9VbKY0D+7Gj^#{;s1PA^`WRFqR-o zz0oQpX@+U0tlM^qJ0aIV>Diq!9qk|7al`e^U*{3{e~ymy0RZW}avbY7c18eRy93!Jug>_woFQ8@wCQn zA!P+zaa`g6>M>6;42Geyo_2@Uqg*mSH5K8xm#J3;EJsAu)Kzs-ggIXL$>*sM8}ZdZ zKh-T37G2umt@8?g!GRzV0QX%CvwF`CejhKv_4PaBJ!S=4q%k*+N0_ z94=C#lwYhay>cIwOaMPZYKvz&Q1ejz!yjC!4L^%jSmnS*;>g&iryYAx!tMK@^_bj4 z(5`X%n>yUW&+|;w&g2S1Pt?x9lSUD_QmqrvmAMK6jFj2Fw_9f1UDPP^Hf8l9<$>D$ z>hVQGwSbV`wz;~^yBXq{(!QX_f8NVO>B*J|_?XJ|O{~%W0BqLUzKZ0I#t{ifjvcIO^2i^tzil13_em=v1e1 zFu_TMuS410c{)c#78~}tt)(dC=%@dbDRQ4u;wDY`Pp4=sszRiH!nAA(3EGx5zVK03Dff{+#OKk z1K5B=2cyx{Q9^lu2*x%vatd&1!_Cj_d(xZUcog#%;gUh?#-z@hG4Le@Z}1O=ZPFa?kW{JgefA5z);saDxGQ~l|+u8BbuBkOu69ZL~M#q_0=ovCPF*8)Wm{dJ! zG{1pQMC>H4Y+3K)4IY^j&hF1ep!~9H*R&oN(wVtb=;MRTm#tBd5y&w&wY7T|biYBk zO*myvOl5(g8=`zfs3+3MD1+0&K>Gc2nqRLYB6$?I!p)Sy@U0JqNF9A3v!DgT+!*b7 zLQ()>EI8oG7SD96liW} z2|kHr0L_X*i=GE#lR#(hyPj8FnEm52xi*I|%DYgGZH;zor~NpALG?ut(>*QYQX zoDW;%K2|U7TY<5%ME{{p)G24NJF}o;4l9Z4I@fT|W6P%^v7f9KPH3sEqQ}N4@Pv=i z)-$)&7rsg!bO-2<-e641S{w3{_$6R+*_jB~3VSoQ6Z#e&DClc^pjY*Uko8RdLBt7tYR?h_$r_ImC%MCvON zZAItOKecHL=+H*Xwf5KAPzh#70&W^D(ZjeORPmPClB6L+AZfd-_3qGW7$8=*C7 zzFs@`8>RfSwxe$GJ25Z9KHSH+FM#KqG2786Q6KJQ(z}g%-LH|yC@;q<*TYsLev)2% z5c&&Xb@pqDkC+elbAIZVW$Xbbzlh-%R89DS%Kx?Qnf-2~e>Q%H@9pXZuyUU_gu8j9 zQu783b?qVRjb`xp`j&av`oK4ij-tuE7i*;Y+Bc4pabn(uN$nY*X&dOZ9uubZXtf#UW_l>-Q4s0?z=dz|f#lN}2(3(JQxD|mCPz@E>d&Z7F z4u#MM%4xmo$S+MZ*NJ6)IgCENz`hx*#GeFl;9D#!Qot7?Ia2fZ{dZXS^+M>p_>}br zX&a~B*UW~t`;Mm*b2>s~)EDYAuBh{ zs2ux@zQZ_A?K9#b(FEPwsrK$c@J2I*wscNuK&l;CiGfq-- z#;M9CLHk**hBASi|Ptzv1B{sefnf zUg(v8YLK_~8ZvvmnLs{m^om4CPZ_)>XFD!T5(U>#WM?9xx`}k$T z8?3_l1cck}H_4*m2@z}rr^QBO9D<1@6dPwpNJ4k!Q`1k4CA?Gu(FCkb74*q6_;XA& zOF|P_VCjSrOyO*e4!`5Rr-L^}h${4aFS4Jv^Me=vq5NlaNa?_zb1SZ9N;9o)YFgr8 zPDcl*Hc*4&pRA#6K0;g~AJ`&*5`G^(k1PsdDdOp73P6w*0)GjtnWt6y<=v^Foqi@f zCeo3&;3Mi#oAVL3Ny`vPOH7a5L33<`c#oQpj9Lh`K?*uacM_&C9X*k4-|T)FSeFoT zknLztEGKp*-O@%Upo>8VkDhZuWbKI{t~?n?A5?gjH*qwggQqDAmEQ?#aBaokRs02Y z@|T;9h8;>K;-Vy4akOP1j$BJS9q4wt21QO#s4 z&AZeBx`!A<4)SS~%O9&lC=DF#ihn_u;)s^slyWrFHfxy+(;U&{o=q?z=LQBQVL^8C zBnB))e_Ba%STC>O_7-u~{kccJjdq?&YL*v~Yr7ESGlF5qM=3NopmHlo zk{w{&DvP%!7{xmuB6*@gR)rqwSrSa4b5y~we9wscc||q)!C5_IlsP>0SnajTq@EEuNbsqn86SL_JxxW}C5cR6S zT=N2X;j@>Y@AmhjNK4%1i9NmKY02HqGsZe}6XYzt)8cqC$2`IZpi8#02*M_3uT zc_eK9j$R6e#p1#Jnp$9jkwzVMf!@#eGrJz>Mv;N7zeSg~QN}FVB3#&T@wd+KCjKg@ zeq9u<3Gt9J}21G~9=?S;WG5 zZ@BhS>bG*a^DO4?1p zXiA`{uK~xld2w33vn8xk6BcFua7r?9a*lsCtI#?1Nk%LxyZO!GS-J8lr|`Y$(9gKe z?Ixv7Xi8vET=F5FU)qbyDcwKtCIq^HFit1`sGr*xN-zQErY%amdsMVh{I;!R`=o=0X%xC`}fzrLS$CFiZm?yyYX?&HVChvK?#Rp zlsylqQcC0O8NZ4|!1cbN}gFF{xH zG71uNH($%I)7SefrIPB~kp}D`OiTCI)W>CM;?YOl-`zg5HxpV1XChJ=Nj#~}^T@b8 zV3|QrB!*)q#S;!-A1HqZoEU_2YPv>%Y78?^44SQ?=+qssBKDTb zQl0SB(1EO!5;|WyA>pREUx2xWbMwyp=|zgzOJFnxW#Y+}oG<20<3G9dn}j4ptQzK50LU7E1))hQ!G5CDje5<1 zba)(4Lb?y5XehB$PJe+38(98A64|5+uM8zmTm#qP(BP=*@8LnSFCQfaLu+$iMRO-C zR@@U@;*>+#2hy9r1eaG}To?!)A&+QG;?=*nI?tv|Ao`+cdE}4LC(aPVs;E~EmJ}br z(9lpPxoMEvT`!M})1Py@Gn;}g1(}cD08ahWHq)D{dHnco=6&R6GPQ&15LW;KeO=%( zEop_Z8;w+CNa7-HG@0V}h~fx2S)tw1coCc5(RkuXq8PGJE|QPtE)+|v6DGzk=}1%J zT-JpH4!x%RhhE5Zy*?a002DdcDnyba+n?Yx{8rsKPpZXpW`SM8ZTADyiHDtrtEQFZc|l_6`BU;1 z$xLz*73|i9Q(`h(#rw@#Vz^QQ8;tdKxfLWD8~S^|U~C^(>`{Ml7!%a$#U#cBbRY0T z&y*XKuHkm~f&LgJ`+C7xT}oOzbvI3a_|qpm^Wl=9K1~hEh?bY6{Ud-a5Xw*qDPYkL zmOC?uD#4LwX!p3AmNozwFDjn^4(T_Mno4lo20_576J1*gt{#wDv5#YGi-LJ zjo|ydg#?LKb8q>t0N4HR_&u2wLoY`RP})JbRN+;p{Cc=?E8%5oTGhg7luLq{>U?pm z^_XXT`NpX2)*@7!o(u=c7`*8s*^;W6zwq}oTaC+r(XboBzOa1>7r8?Jo-lTGsiF4v z)5OHx1?6WnXUqx~C_JN!pvx~iVNXv7OwEN!p_`*e-Che038r zPE@bajcc#51WM-=PSQvTH5<3xm7N8{;-~7NRnIteYRh|#H3-^eT5B8+R7=FP^ zJV2vi(0Bi8dS4cza`aLW9IEF%1umy#36a(~g{x^A^q*-;P_GtvZZImt=<8R*<7-SH zLHHaY?c?>~1nKD^{6YHi2cDDMeHLCcQl>cobHALXQ3Ua=e;f%Pw&%RHw_o^dZiS7% zZ#{oSwwDy}KZBO+5nf(FizYZX`F`4MvlzmtDm!!#1>!Ig`dw9?Ivf4SWy#-d%qqYadC(zY0l1AEA zZ!Ze-i~D?DGddvERiH#v2-t4z+#P(PUy03v>M&aE9Os7(@mlV`S@6l=n|KhIz3D4b z-cQrNx?PR5@u(-_&@O7e>ft-vXYHkcHMI6AE2FNxLy&K$oa;mNanL$NSA=}`>C`Px z*!MC7t}q5bagUUn%?07N0iKeB&$@~U^edtJYTKzQ#C1bV zVXr*PCP~u~h{Bq_*R>O{oSaVrcf38wYxYC*?zuEO5QRN2Fn7Ey{O&o8IFOt{PhiO+n}1&2 zCMbW*2h6s`xjKk~kr22$-Wy@}+;*6r-pc_V(~tz~5%!HXh(ZuCu;d+YWnlXVB!|fN z38(MO0|f%=ie#0bdk*=^8}=H5n6s~QHu>(l=NLDnrZ3}cNV0k853AFp_ttV(sQ#-)FBz$i@prk4Zd)tEU z0Z3Pm4Wy&{fCSzw^&H5FEnwj|_V$-iOCVX^Rrg%6*C@0*+$)gj93B5I2j;3w18dC* zOo9VB()IcqTtUGPiT~jS>3aUi$-hK!3!MMqilPTxJ&(2+Nxf$#p!?r4Tu_EKojHm32k?K57@5I1@{`7E&T$czU-phUq z^A^+&|M0~AzO$08)EQfw414snr~K3L)Yj9kPD$6aqu}On zgHFD)*>zD{uRFvy zx*-V*3PIb4NSPz;hZX!@~`-M@eA+QOY=e}VXR3E7wNY`Zh z6S$)5mq!-kBYu-Fi+rC<>XEJ*-2EyGReD@KS}@1b8bt-xRwM#@b8Js(P)qvBS47(t zaVmnUXwb$*2q_5`;j!5}L9Sf7$|2sd%~500cTK2w_f%pzg2@Gv7&XMatgH&l&7=h3 z0zdvdV_7C4K^`%Ld{3R8)V5WXFCWAPRn@l@!An|B&F5scK`qov2P>)(JF=WEJ&%9~ zA476Zx&!?7eferpKm|i6s>}ML;#7DX(-T0lbWlXCZQ_ftLYV$sT0-{y5uqc8z$IH3 zSv^2*z$HYzaEJM7x=)3RqfxX7egW|Drg&P6k}MQUxBy{rUhVcHWprp#NvZRkAi~j5 zT0BJqIk}^BK%{5-cP;*R2#5xoG2eJe81NDx8CSpcu13E6zG{98(EcY#*h(g#DdkTjrYo^~b0ib;PEn z+K3o-NqU)gs@Uzx9Nf*yl+UTXa)$mg9XD1_>u#Bgv5uz5z_(bnbO+;J@sy(S@RG?=`4-ZJ<4ffa26iT#+4V9zq;c;!H&=)TnG$)t6E9lf;~P!AiHA=&g^)TMBe90ZK@rL01$ESTXILO$+@VQQVP zP%DwO+1$3SltB#+`ok@_87(J=GdFH^K^7j%5-^^F zObdGcjV)>Z2~iMs;u?LwxF|zv24|&JDU~UHg>9>l8*}!Oxia^&l#771%)_MfL&lBn zykTr~xunZe$Gpt$6MVfMLP#%roFlF7aZn10VO7!6xtsdB9e2^0jIFk5U>}OE{2@-E z`K1&A=Sp4mt)kjw2dW~JS;BA^a`TcawX|_tVe z{Xn5ucy`h?XI#emQ+*RB)L7(7yh7=bxV!AToe-cESK9vMPk2@leoe?^XJvz7wXj-! z-4e!m_c{UHVGA~S#w&wg-Re%d(DAB(pZL^>D@uK4x}$y}cO_n+_TtV+GH^qdA^WtW zxWm_s^p!!{=sXmpB7n0xYl)Lp2CqoX^=E` z1L3WCzEfGzv6D~8O|RA<-l#>7b!i<#gPt)&ZsRL+bp!q{%F@J2}XOBuUWK$abr;^$f) z`6aidL_+lwSU-kRR|>Ja=J28h_NQuH;r zZG5ow0MT1go94vdddUf}wLBBV#}Hw7V;mKr5-C1uZ-zCyhnW~L4d-sD(d$*9F8@2mFe00FB!_!{M zrAj>(LsI!-<#N%h#J-3Fmta8LC5wh9A$WoT;0LCnz#R1?3GzFAhe?#|dl;!@niEx{Mzw>mlDNFk5JQ;@ zxxpH|{Ysa=>C}|M#r6DAj5fTb5gse;-kI;X*!{#bqMhY!LupTfs@BuoxKiU0mSc%7 z#;a~q?@UMBwNV?Ohcc0$Uoow8ncdPv{nh=nL;&gOa)A!&l1^Vqqn7{7q=Kf2`PIba zSkL7q4W<$)FXR@XO{JpTG`SLDTAMat$>#Vek(noK2AP;T`$l3>&G{qwv@PiwS8Cvh-R_O>qKH1XIO6BqX0*G)?B4kV+(M$Iz^U5iWF(%Ll_*{QIr zT$$FuYHGh_)v>xc689s%aM=eU2TthorD?13dxC{q3;5FyLI++wx-4~p$>JzEgnK$e zS%NQMAC$LwNg-dj(`6Fxoi$e;I?1?V{t!ViX=asYxky}hu?46!TOu-gOdYX5clm*O z!Zse>bW^l^TfT0K4(7Sns1ORadixmegN})sXIdT@W8$=0y%>dNN++{|dPui>bHVfT zMVkf64GKeR?;!`D3fcw|{}vpo)^nZy1+0OFAJcE%PBsII(b`3MY(5hea-4*#1!88NyMwi_mL>(56&CvX7`2`kS8m6M-FX`@A8y8#7)z$^4#09s6Hs;uW_- zQUo^H<0~l1zIZa-GD02RNW_%y?I^zj>~4gsNRp@C0CIZ--UZHNq~2HWN7!@6od1$C z!QVMC=R;jf*P2KDNQHA?awr&w3v0>qxzptru%`HaanEp;VoGpNF@4skd1zyK3HT(= zs=X|KdP`U=rwfh0jV&j*=RPVEa{8vfE=8tXLbA~uVs>Qj{vf8M*`F#==gGOLDUNTm z?APnM-V(iU(v>d2eBP+*umcK-x#{&lIhhepRdY9VOQ4JSEc)z1y-ve8O0QzzmiFWe zHazxzIks165Ky^s_kgiFp|0dgh3zr=V(O^M^8Bp*BmB#{Pv2DzAY59w_m~!cP3={Y z6RS(d#At1_xxOxp_j%(EUbZWzNmNW?tHk;oS9{7x&+?5GsD9ljloTV-RZF0}cB01F zbaK01Wo^Co0!&^w(&7KpBCybN$YSj53D_j(V|3LK3sa*{`cp1=*O}t75K)&l;QBYy zT#JZ%m!F{O-N=QDX#THAPyLzky8Y2Q99Ep0)mQWV`_IB5_J)m`v$g|(+lxh zptmIAaOZGW9te>!`D4{7^y{)I$%{*;57DyhV-ww6Y$5xMVWovU& z?&c@Z*GNS3|J2N7BVi`_w;nAC({~Sh6A~sx1G9f!9ZhVVN&YETCSek@vvmgkbs}M9 z|96J6iIbg+qmhXd$-grM1>u1A{^v&jqWEu`xtz?*EdN1{BO%mQA>ieAznVKnWV3KoJG9m1_rA0@6bJY?l=XR^QUJQ%IuY`_o7h_d2#z{c zKDPXMJ6QU&16Xo@zuSBAb59!b^P3;C`{)w#o4=($xVa*>xir&^^E_Xf+IJ{+8a!KAQsE(vQGc4_ zf?HM?svHq zQt^0K4ycW}`t;6RYK>|3@qOdWy|}Arez{D)Tks@Eb=9sRE@*u6o!=m}Sn^%iaO`Ty z?M{kYzH0mM+w&pncIuphZ^?b~K&yH3_~q*{2L488=g~R{@6r1nxv@XtFr2$T^N0Ec z-s9n;^oVMz6X1j%)}CrMH9P{Wxl7d z^>OTjDTmwjF{4}*b zx7kikuGinO%k1w)ZF^3fw)Zsh!kdENLWE^cP80&V$e%?y~6pNdp*jhVe4AFhZf6N4{fHb!S;)=J;$w@)%uRdxdBmLqPL5dt2K}L zh7kw7*r<(3^p^F>-^JgMJcRvR6H~3)RaT7F!)L>`Q}O2_ye%(a(S)^*xevqyBEJcY3eUcRHcnC{ghw6t)ev``jE3GvSFyb z`Z4jz&yH0V00pb<#U~gA?6~zH`JMqzqSf@9e&Gn3F zC0ibFvjLSRE6m5T73(-RV<2FERNWSWld=glw9hxMVi+Ey_L~&`djnTFgE%?A0x!`G=etkbi+QW+t zNoyJJGZYCRbRKgZi#)11QKx_aQDci+v3Sx*ib^3q!PQ#@LlLO842-2gkvFE%Knm;H ztI;aRl_P~lf{2fY!+{Bm6gND&`>`>lIrD$N0lw zw04@C&}jkgCGKH5#?CNRH$jaEE=JJZjej0)s{b$;bO zQJ$OxMm%KU_k4eJUPzfQZkk_syG2ImVxf}clK8(EoNEj%DkP8DCUDhuSWgBbLg=N& zq!Z-2;&Ap+qTHR;!y;Zn-E~=uX6kI|7@&_*4e0SJm3-HJ>v`#;%A%F=1zVDdG}XNH zjcvIRXAwJ(hgpnT7C^15+zbY%H(PvC|4XAi;y~G6^aAJwH%#hOMxvL(vaKJ4n$F#<+#;= zpkHa|bv{yblEX4{?$$86Kjyh3b{p9-7!fK( zbhoaEtO6Y&n&T;94ao%8x{D$6^&lJPF$r@o!nAeuw8`|Kwp0ckAQiz}svA*e)?IU? zm|5|nr!k{NK(Iq33!@$ z8tO6RFIsZ&EjT*x3cGqkcxnh!v;c+`7IfTtOK7PH@iEwnCYN3|@Vtqhfh`(FbrhgA)YlFUC*?TM&t$UoZL@(qW7@1-P_9h&3qZB5e}c7w_MjDA6wr z8R06tQq4GVtTicBdp#RgEeA>k90V-3X-y{Xe8m!PTN3=&;o`o)gkJq}eN1;fg^Cx9TnVoHKl@ zX~xOtL@deQdD9RpPh**@T#9I29X%9zU%s+5lXfA~xrs`pzBj#>vi)GBkLVj5u^S!b z4b5FMDA1A0GzN3c<~_xc6V(8Q$l4Nt(RlZ3awFviv~?tm>aPV)aIVh&c^bE>ec&#s>KrQ1#jjY^fD>E z$kN6t6Wvm87o&n99WC!YhofXDe@r7kPARVDBnzfXR(KbMn{rxi#rDqHav&d}MUj1N zRO}DI^B=Jx#QE}Z8UaSpSG* z-xT&IBb}TFk3JcPXn^N}RiT=OwvTbdZj5-POppjC-cZPqb8RJ-at?l`wE=Mt_&t`) z3F3<~PM^rvFM$JV4Ac)?n0M%3!p7!zu7yc7IoMInG9!8A4sb94(eZ=&P0S8um}d^I zhPs?8IXW0l1WSJIzJxFy*E@kfE~Fl;_?YLL3=n1QHvyp*B?KREIOvOj`5nF2Z&isi zlFH*jb{oamhfdw#EGi8-UxiK@%K8$KGR%i--hL&`3XN|(Cyg-PKb)RbL=c5YC2J2R zc7feW8<>KHGj4r#9)~nI8<{@NcMOt_&0KA*wr_3C`dW*L3#Gqrj^e7RpK71^?L58Lku<&&yI8t#JpcU>Qr1T%F`*-gz%Hp%G3X^vIa)u-&jJ=| z@oLNDLImhC!cZP5`LZb3G?pajMOYEh7)?PI4iz=T!mJN2Ev0Qrxh`?~i1qmyR2@7t z7{=&I(xtEvg4mMBpmf7+Dp*|p8`M++?ns~TvN`UyDo0lIxeaQ2>2PmZP7UBX-7gf9nS?VUVyMWlZYAc>ZK+xNdNp@bEV3SciPDyloz^c*{ z*ro8!W+7XP6=?NLu0xo}mnT@*?sw7|KI;^133psA6KRCSHOs{k$ENX7ROFp6*%@*m zWQs}h-yDezPlFjnv<^8$+O|t1_i0Wk-YAM=8CVgaa^~wKoO*91yjw(Lpb1S(Gx^lS z!n~*tCGezCkJS5%;y-tuC0OAIUBf~Mi^ti19$iSl_;b-9OLLLi2Cvr63bYV{acDdc zrP9NkH_7{7pu*TbpP*CcuO%*$jhQr_1#8{M$;J*6QnBU7D!jb(FC)t`DK@uH|5&<4 z59kx2V&CP^-#@kLw<2+=^=zb_)7GUz=~>)nm6k#@64z-7ia~-$--E#%?|b_-EaHDp zO4i)cCZQh&gX0@d4aXQdevyPJl84>u%L-dqpxuy^S>fA&hknBMZj&LBULkpgt7RQZ85kzl()tF{-na z;oecF&2aQqaZHA`j5?+#9)Lv0t20s1@kd4^1t^}C+FucsrA z4tV2W6lY?|!hjAeF3S=RxLyyvx0F4LI;*H#bQH%v&A#RfErda8<=}oJ?B%tTr{#KD za>BU(7b8X1k@Gwn7G0Tiw}UL2sRtJ-*`Owi*$$x-+(qR-o)z{B(##zX^>&p}hoYnPBfKyY zpyLX4E*c*tkF;(C1D)(5O_lotHPy9-B79Q3xu~rk^62CrewnfdGN|X2ocrM=+OHd)buzJS#){M+kqIP`9z}@2u6YA8}RA5blfM_B^BJAlxB?KsqA5FPRhsl zAjaMwd&rZ6EQgAdl?Jah>wJPtqnVI`3Xz!*o5;C*#jkmvqi;JzAG$`-U)-AVlL^b*-UcTZ1dth zlsPq=GztmFp_bOt*}OPr8YjKaPF9BB4OKgp+-UYZJu%&&bX()SBM&}qP8KK4@V1Vl z7m9I~dge*4URn1RT$bFb5j48Y`j>f*oE>$Wy`vX@%DtL~9!RV|^vgB7sCd}zo6Brh zzsZ|yhSAsPvRYeSXU$u1A8byTF%(YZ@~>B#gSl zr0`Ldf{QKHe+kC(2Sp7#7Wqhmone}gi1ln;7t^k#@n8nFjv6Uj4#zdBnzgamc-u(I zG`pM0bhS%MGRFYhxb@t7IWkLTTe1XS59B?4!nqbI7jY?jhq1DFr_p$WI%-{aBEh+; zZhLoV2`=D9OoExKljf5rv1SyVUSj6r(HEwbxId;AGTVU}ksk1s%1XEzF4~+@3@s?K z#f_>Uk~`fF(%i0`NcCfYDoDEJp-hIj722#g5Mb2%0;yOT`wHLkFOBa_gx`!(R-;Vue-(_2=_?P$+ ztU4P1gm|mW#=IcPhRwXgO+VY|(4KD?Y-_uZfo;62uvNA7MdhSs`C_ZbIK~I1>C^m2Op(~hl7THA32KW#M)|b(e)IMEX;QC=X z^#9f$(xN4l7BeTZiePeo_mrla+P?r{EUBWk66?Q-R@YVMX|-xXEbLU}>%5-iURy;G zQQH!&Bs7xpnEY-dG@)(P^P4)$3D*&*|Y?VW-hKO`L}W@GQL%>)B|P`%`$&<&R;Dl*n)tHt*m$$|a@4)fWoH z?acw~b)(%yX&a{gPM+WIy;AfmO{ZFhK=!FlP%Hms=8nNhnO~3cZ*u(XzkbO zF7^yd*qc<>w;#;E01p-5oq8R{c!l$yIsti^qN89LLhigMe*Cw#fy=L_*O$n=} z|7!K&AOm~NH^;41T7}o=u4w!0@c^Tv$)u&<%_rH;O-1`* zCKhT>r##mt z4;j%q-ceyk4~Jo){G>hRl!<{IF~|1rC@&Xe<{x(T=FI9q3wO5|r&+L`zZ6{h{xs6u z5LEr(@~5{2LMGgLE>AnO?e^g6>(%CsO5B-joLk`xC+a`bOSIXiv8bT)l`5eP*f7zZ zGO%H!Iy_xad0CgPPG_R6v^Et2@1*^2Lm}?>L2>%^-dGzW^#r@lTr@Y59x|5_Zpa@|^ns^wCB`ybl;b_ng}&}lpOdmG7#bD_z``fM^f#yo878~;5uuZIZK zwV_Vcx5Uf;c_+u|RyU8bi=&$Rbh&J5-moP&Wd(Jv=-i#`f3h=OuWEKmpZxQjEM&Yz zY>V}5Y|ef}0N*E@nCycL^`?#~e5;p@Jv-tpZ!h>XJE1G_2Jb(qJi&fN7Yq1{ z1^mSV{$c@tv4Fo=z+WujFBb3@3;2r#{KW$PVgY}#fWKJ4Uo7A+7VvK@;V%~O7Yq1{ z1^mSV{=dfpxc<+{{r{a^0QY~y0{)@+Z&&~eD+}9ywhQP`|7M5Jh0<|VlUCpjGjSDX zWYYkO&|q!}DgeQQQ@^@gd*1K3+O>r{X`fmlBic;kIjj}uZO8rYnT68=3Lbau@(cnX z#V8V>C~1ebYnQ>&VWrh@-{`Hm=GW=$YP^2)ZCU?w`w3TV2VK>$IPGUwHdh3zSXEb|XO)}{6AOf*Z_-Z7h=YjaUnv}+v zN|q%?e$-q#nOt9Ne$=AlVa*w=JYTu!=b%*^uX2=@NYQB8I^9Zb^^^;n4(Upgs14TB zl;dX=<>En|R^qH=0UW0xK@EO>Po-ni>dGTvJy1aWt#Nn$sUxnxmG=FmOk@bc16<`+MHIkhpnBPD_N~ zcfGc(+F-0!8;XjxBthno?MFhH`CGdM<1x~onS+|46b93!Swjt`i}qZl=uw$wht@0X zWz>BT&cN;*|1K}EzF3mAO&BmQ(ewkFTJmvI4*7a=ovOI>xvkX1@snHVD5Q>0#Awyo z9^ye9%gOiB-MN-7|*HnMz)@FAc|5 z=TDKYU6J`=1|$=UW7-QBnKN(e`WQH$ov0 zk?hVwL&T<_BYQUX!g0QLL6~WStDPInb0`+b2q++GgzchY5voOdM34HHvKHSva#m&@ z$e66KckFqs816M#I69{|35;d%lP)6SlU6N_6Md?RB+M{cNJldiD-w1`Bl+9{za=jgbT}b91twMY>cZCxq$fE*AUJB?XJzrI^dehA`am+Rk2Dv|& z;rGVJ)(N`2GU8OHE?~KJ1)rk#9`2$Y8vHMDhv<%R_sn58*kYHa1@`)`v6VK|?*Avo z%JY9#!T+mum5up7t*if{_;2ef2iJdIRoT8@D>Hu|R;Jm9`%d$nxpAJ2S&5lzk&Q)( znT36ZjZ2xClWU%hLzzZK6-Iq{4{jd}?e;W}CFyI4| zq=mJ!i6ijW+Q8XF+{DPv*aQw}c;@8nXkuUk=bmK~TL;%Gj3WN_68RE1u{p@L!ubUZ zG{n6~LjqM9<_6ABND7aEeiNe)Kdt*m0KB?fh@~`^wjf)%H!klaE^YPT*7%(jc9&M} zr+JxBYE#7fwr9a@Y%3 zRUO-Zw5t0T#sA>R-`(@??)i83{JVSp|7G`N`(J7(vHeF4rGHWUw{?|+lZE>~Z#LQ5 z3USm!HXTzX#|6&A3Infzp<#Ojm~c=t?BSkk$`k_4&4s}PQ1UH7@2k2tFR7pyQ)E2E z=86hU`rDfyszyUxVT3{ietxfgH%|psQsqN5aawVf4=lGzp#oZhzOR?hQ+rYfp0B5F zcDFZMLP9f~lyBvYk`8V<*qp>@K4{xGfpKiQ3{u)p;JMj8HdUHG^{cHZpcvzj# z!S48qDn9pXcodt^>*_9yx18H&&FrR`sXTw)@8A#LU#5fveID#qxK1ws-c@n#dBh1; zUI>49^7huAhOnC!UvJ&t`sVDmZrO5u*Su@YIy-Vce$}}9qzsi4ciDD*KCF+DKg0p1 zfT@JLzQduKRQ2}GbEVm#nkB#=&x;eK-1O>;rGw_foSn|b4V-`jrp@(tJpDM2$S2TC zc1i#^#U_+7vcJw0DCs72WiSj6v~)Wn%|t5OKN(QLt6tqcm~M0%a(7HzQK~^#HL)?F z$?wE~`Wx!4CQc%&!80b_VQRos6A|6O8Pnx;2_QEVXXflkL=!+Zj^YPes_P*%?e4eV^S*-)64Kus!-Vxc=at zly^U7=f@BFpf$q;XnI7=MJFEYQJZ#>t{-Det(p^iEq@Rcn3#kNfh3H?bqvE8d#-H zkP3PnOJ8cp-*lvL7;6{O^z|CO_dzn2z0exgwk##1)=#PDL2cw?PjAkeK7XGgp(|o+ zY0#PcNcmZIl(U-Qq$_6KbAmMR1wJhWnMOS%_4&x^ZTiv4Qr_SB_^ z${s$|=w;KZZ-u>F;iBjp4~-a6r`+ikJ;dJcH8v>}oPE64S5bb~yc9A`_&zgo8LF+P zC1bldyk>RRCVmT{KahJ?XoJQIvqZ+N^B=y&f-hNHh^ji1qS-nG=iT(YO}LIyN!=4z z4^DF0p8{KeT}9VEG7bLwLO;`2mS!OHby=R4>WC!jyN)jfl=EU#(k^jM*Gg-L!ZOhd z&>o+btBA5XEBVRYZ`z}4YwR$X8{Lzpb0R{U&OOvvsad5UL=xyOKg~L~BJM~}KYSE? zReN%4?eC_>2^{s3=9cSgrY=amgc7&fX_pbxjPr-kXP_^X+BMwQeyvOxbl2hmzQ079 z*9c<*V<%ax^IlPMrIOoyHy|<2|N3zCCcaQLFb>LN;Qga9>Zls?xVv)SU^9BYn$@CJ z+kF`ma5()O7!g@QZ6dBSpvm8&z~8bHo6&)Kak|OV*PgLZ_hWL|Lerar`W!^>yTAKbuON#4}vUlpjlHGT|` zYaSW)BZxD9IL3kC874%o_xjDU=f&RU8~sRxkiUj`p^tLe0fKmGcT@XtEIOSCfAy05>CYeDG+0&k0Rg#3X3Onuzvp@W3H<^#wA30lhsmRmAxh*ik+(e%k0K4zyyrN?wIe)t z75-PQhGfYbLId+5Sl$2_uM%UzjleL{sH!|9tzoq*Tm zuXcpfquw;=A4Mb|5Q~i zfp}=1HqDn2j!YE{F^@`ObaoYUubynRYuFJkwEtQ4C-8wJ^IjNxt0p>Q7EHH0+1rnL zh}w~^Q0G3H8OHfxE&h?Hz$^8y?1tES;el%$t2v7)I6?-_0$q-s)D|TbOFJs^O%- z3Jv2YT=T$(i*s1^9{1EaN%&gO`2sp)EJi16D&nykDRjrEz#8~(hr8Bg?av%y_h8>n zkMdw$&C+NQu{g6E=?>c6YLwK{4_kkh&ni~m)C&JVZpdqdIy3V3kL*;^;K?&etkwz2 zOMT*ogv7okF}sw&;ayFt+pqGdw}v)>@jzwZmsTyK#~L1h?M!iz-m!hHBGv{uRfRIPx;|gX&d7Txhyn0$2Bzd&Ud`+u<_h z4950{>IgSX5$gKD7cMvt0jBa`Zw>p*UK#Mb`WcvHSX#D`?*t;^eqTa1AQX@5Tj$vG zhtdLU;g1b&I%F;_k!I1k!a&S1i~gDoN;b*^JPZ)wdFbhBbYiDRE$g0 zwcS16>_ya?O2r4^aI-J73bglcwf2d2ZS4ysd8RX~Oom@5UtDJNym7nL$kDx~*6Rwh zJKh_`sScJG-;V6V`cqKoU{&!-bW|;BCo~w^K^+PA;fx>S;aj96e**(8obu5;;onQ$ zCzgp`2Kj`hh)FuPa@lizrR8s)qNhS?C0lj7bmkJ>xY}gAa>PB}-ptc!43DL_XD}8Q za+E--4#;Woa=Ie*VuW^6ymV?1&g~;x%43Zb6dPA4juH%N@A;}A)vzQ${6z@1DP+7; zY;!%7kca)MUzY$2g#qO2iPUKHqpUr-qu6l7=9h$CSJ;9fp?;Y{NVhbxF=ZFPhb%~fpFm-Qw!H; znlA55ouQ0qwI!vt9zI3F&1RI-8eiz$@%Qsb{Wn97&9Y%zDJA{Z99bSQHMqp&2RlU* z<>30kPZ-F#s>`T2gmj#*%VhG&<+g*x*?ObL$hD^8Z#rRGX;H=0>&DiWw}p$kEmYIF z@komhCd|Z<_gzo=Y{Vl~DU(|C3eO7#M}v1o{8dLl7$B76`3m|(NMJ8;s65=d>g@S* zO$u=1Hc>7Dd~t2#4!t*z!_6h`TnNno&=YD0GE!XM!E9{q^+$paP1cS>j_=H|dFdaE z6u&}v)_$ZrY%77;biWG>R7|mHwvw)@wsL#sCDh`!;!>kWx=M`gkHF{ae)6cER1?hv zutf}*$H_!fg60cMlkIp_LIgt@N&Tk9<-j=C$(0gni|2OScK@!IJVP{tKLhyQ9CXic z;CkRF-t`JouP`?HkolWEML68`p(-QR3)PPJXW!(*)c%qbpJ!qCBic-7Fh~95U5zSd z^9uP#yZP1m>x*{>^Qz{xsHraaN+Rce``J5EaaV9iIMGzmIr+J{Fr!p_)Ac2L1k?|F z=yebgtkx-KDpVJeb_*<5LYt!$YyP0{wyaQ*QS3w_dY0{bQK4>-Y4YiaR?sQ!_N`@W zQ<=%Sw{y#s35u2RFrA~O8d_u*!X5&?gGB9CU+>AQvLPhR*8hjSw+f20Yx8$WNFc!_ zKybI<65QS0-66rt+heS%xk-eDs8@RA@dGewzTQR$ z&4J*RwThlNB9w_=9?F+1r(Pt2;9Fin*U3|S7A|Ea|LYccOwkLnV-%-C883g0NAQB|fzhMDi^b7BHBT=}Bd!txy?D zfI>tfji$wZ^I~OrQ?TNA`}8hjNKQtn^v^hJMIYO-XV{eLQKd3f<3{Z0Mt#a5Zt;rA z@yzCvnhe9wF8k{z%yF4ktiEs(8J*KPap#ERKQJ z*WO0Ab^XWa8>v`u(b12z(yD^A+{8n2%0rO>;ZtZ-X?Q*geod2QCI1JfV#z{I4|&Yl zhG~j8)VOKfYBYsNU63=g4R1jc82(qq?p8CpS0t}<(*+|3-2V4OAAIv*0@1FC{4M=2 zMQ~@wpAc0OyIZpRnate716qKzRVv4IO z9CUZ6Ur|-WvqQ$t1AnSa$*&KJn2JoFh7yE1L;)F{)f`HW>?j|xao3fJ@a@Y@JzXo! z;QwyH*i#mrKZGoV6Ih#*X}80IRTf>3cE?i-Vp%4!N9@-=$M?>H>o#c>mO+B|3WZ12NN&`hJGcHayGKTi@sx3IH|?kgU{ zGtUaBKx^a<+{7ZL{L#j?7=3^0584^iwVRl=rD65%sZ>=%L|o|1AOahSeNXMVj})JD zmXfuxYsGI&V!|7K=dMb5r}>M#kgbNtr~AHXmyZaVCMsbMDWk|&30wrPl1KiSSyjyZyC`9Pe!>Y;C*U44{t?oW1;Z z^84Y=V+eF-6~^VuAimNw-;j2O(D3(+$~5Xs>_W%j)FyfYLSkr3z%Q-c+yH*-ea_eA zLGar{yY|yWB~*Wf_Rt#7@%TBmGbvUzG@Cxg8Q=fM-=fCry>Ozi+M2LzcPXtA!wqXJ zwv8D+<7?iWC@AG)?*2M$f>1ukQ7KqxVDn@}wHILPe!}3Jk8KiEQJ-$_^ZBlOPZZ5L z7G&RJ+gl0L2SNHdP89R>8s_AU_o}`1m6`r{*5O%y@$}saeRQZ}a`YX!U)W&V>>$1D zaqSb!a}^ffbnP=2EE68`Q4aj*YZn-dPO(i31f}q`G0x5~Q94FS-&8nAt#VW0k#*&A zPo!LUArE>O;SNtj*IZ?-9IHHFW&kz7g|zRi2LyyR^tC~3Ph8Kf4}H%)t3fvrI*y$V zfA8EMu>CM<7*iCN+?6rbN>dYMKBFduA^jP#= zuNx8f-BxTTJ#uNjKea+~!K?9+m#%%qvn_dlAghiwpew{0$W?lGp0Q9y^3D&-Io}D& z^%<{vo^>?y_^fCEKE?_1XWHCo$F8*qx6=wQEdi>7)q1Q@GY=KGFT5$O=3;_v*%Hke74D`kBe%RWgT7(QP&D3fX5llwJma`HmFL%9HNmPnOhO4!!8bH#qezRY57!1wFI_fhWgTZ62@B zf%rNHin+-TVYuOiaNGz&_?KKC#j7DV>Gh*`wD)ASM#G!l<)VXn$~*jb^4Uz)JbS^1 zQPwSoo)$_d!JUZwb%sn{c23oIhQKZ&@Wc==`a!PQRm* zbV{_AtrGDFakeF?Q7S#OB{_ThvzSUEQsK6@Ch0vRQIL-44nTjqajS9)Av6tmD-I*C z0V3|D(b5UNKB^T^5#j@|yrM7k$Yu@d_OC0Umf1|ypY=g=;Y#z41T+|2)z(~K+eJ%N~mwf+AMTX9X;vX3O4~+f?M*jn&|AEo} z!03Nq^gl5A9~k`)jQ$5k{{y4{fzkiK=zn1JKQQ_q82t~7{s%_?1Ec?e(f`2c*RGdW zEd4KH%<;eME8_fb`-=X(;=jOX-v2>oQI5W19rdXFdY`d#`X37I;m2A_3m$}bLq9m+ zEljMG<7lvNV=ocXYP<4^YcvvaMRI# zUA-sPrS4X%W<$C+)fAHEDD3YEodw2!zPVWhZ|nmDU!HCjXJ0P6>KyyLAt~qdCBWNR z&%TGAmlK<|Kq1(ra+@3UZrow>K2TTyA7SkocJx>R(!cGCA=!xlo~>7bl6?9=UUuFa zHKeoR-Dot_$qh^J{y!y1nW@nLMZN@#}eh1lTG=9w*%F z`WeCC1qPRl>L4Z0~=S zK=yY7zP74e@5t;|V24gMfnT7z9cT64%Y9m`@Iz~hvoVKJ;DV^ogHNlwF}+csYlJZD zk#i{02#nrmR4E-83jqDD1N=QVENxnFV^O)H-tb#CtGVs5VE^go!BX;9!E zSLx*2*=~R?bTS~#`6r}(UM~O;*n#xL1qyH!ex4P6e!Lt7zRJ;)M|Z<70S{$Bs3RJ- zpUZ0Y#QGOX`(LFnnCHuV8O`JU!lnbb@8zf~ukYo48)S0knqGj{g-+FJn z9@DW$3@O868?Tcqcl;Gl;@9;oyYRw((o1ruv*cehvv6kXH*}Hc=2)~=8))W0nlaNM zKfP=xf4#BgpAfOvxzWrro_G2HJn^kr(SS4}E{J(`de&&CD;LJn=s8 z|F)xjXWJIfC+P@+eN%nIUDN+INJ;Zf$I7nSD}`=Fl%4YIRruUNzklM;_@(&Mn)D!f z%7=yMG_c~ime5|!4SN=NGwgctSw@JN3ymaq9kmbv{RJY4DL>;crjK&q=_{Vy-hS@@ z8DqXz0c|ZcsJ-|we2N8g+0{q4m@~QB^sJ~3UivXlZ51Ztyg)3;55nBGMjAv_)9e%| zlvm9ARafxUwoMpVX9}xC6h7OHzaWZRZ_cu}GtqeW|4FbEOm{6<8zH>n?|4eeS`=^q z2>)J~1S$s}ZLO5KZ-lH|yU>QVK7ZZZ)ZEap8u)&&F^|P|!In4cPi9qV3Mb?_q1QdR zUJ)5+HJw1X7ZsRhkTxl3ch<-|M2k*5PCQB9i`Nux7yZdn$15hVy`TE4u_OvEq?29j z?g8m>e&b*T8{lrmxbkonfQ779(;Hk zVjym8965^iSB=Wn^xjTld=L8k>-0=@_ikb)jrI%_IB@?flx-!s8Bv$ny)UmqS?Iu1 z94Ea=g%%HypEWwpK70+6+NntrMzoL?I15SVNm;M|fQv48l$RMWbyjd|r9B06ul7wm zW$E;d|75fKsgytbk?YIp<@Ui)c_>WKqYAN%g<eX6wQNCg0rD zsi-MT(S*I9T`!qn&mF%=pTNyzW6cX%#e zC?4|#f8rrK`hM-=Mft3?8~r5@^9-ka$8CfoRv)D6;>vp^g@YhQ^GoBUS6O3SZ;B`Z zdjwCn%j;Y(2yIG^`QW5S6GDMr6pP{OGdeukDAnt8-iQLz}C;M*fI(!Vb^@& zi!h2u#l}k**QaUA1YtaMq|z|U5c{-SI}I_8!Y^E7%HsTCh5nh>&fN!Hay$k8iZbTVoK9w6(? znMXs|-aww)dd5Z9k7s@-_>t9g>b63114U|kBP!q04cF5bT^@lRkk!!_bBFZ_{&BxY zNFrUBJD5yoSWL`vu(&ts&LaF%osL)kA>LWJj<64ATCmNJOP)@`qEXb4Q_hda6xh9i zTnAE+u-gnr^}3*g$PJ@?77^{)L%QTgq#Jm3d-}P7vxo=Ps1y;}eC3r#ix+uvz7IWX zByk%D`Ne<1acAMI_wcvQ(ibpRNZ@#sChd;mWALiwNZBRSAy43Q-eW+a-~dJ{)4(-# ze6uCnSb$0dV!3FrZV+yakqsdFzM_W>8f59#IV*x}&J3r=n2)_rfxj7Yns2bLkq|X3 zf_^|Vwj?vjF+WU7<%Eol`5V3sw_P0ImwDZ_DsLnHM|EvH=9+g2dY+1ZsDfEaQbXAd z&*I?}Mt}2`fR~Xh60m&8F@{raoOyGgmgYi9g^MWwhH3%#$e(kJBGT3IKlQ8e4J=# z9~crvlX*zaoNpF-NPa$UXI<#FV}@$eScJzUHG9^AWca2?N$dxStt(++#Cw3Vo1{Po zesHuxZyp2^TW{+SE)ZNL!N6X!^#ymuAK{mYKfmu=Mb?e|=J~gFaJPp@nPHP_VdL@- z&Ya|JboZTe7R)ng6IsR_5-fAY0cgKWJi{ygn3yi;cB#$yLI^BVzvU8EenH(QKu7-c zAcCxCTQ7w0q5P0AEES%Q>uBoh2OsZvbrq*K=&zGPLJNu%@#Qyu(N21(geTz54~A%@ zPM8H5WN$@#vkVdiD@|c^uqFEz<8GXVi(o|Y=WlB2csu!1vnfP}P`FxNhM_yfmrS6| zC-ZegZa@t79kKu)n19q?+Zgcwiakv6_m|L5$PS;Ndap-jSA;e1>Vr3LHJKY~dRK7h zu<%9`x=!o0G)lH2FQ6U&G%yubC09+T!jYYg~qp#+K`$8D2 zl9|t*tT2ozag(mLtOyszoW-w5=@Wy0*!qJ6ce84*_JFL%C7-;oD}Br8@I3!&dDC@S zK_r6wg}$FUA{Wh)0WR~F3xqNE z1crnaapo-&{4=z1-U@L3n&TYlymBd02l^ep9vc4q{zm^gRmH`cP*Voa-cOs&j)nCP z?tQ*p-IJF2A-*9lixhlGb8QKjurVCob_AcD^XZ<5(+;9F(T>^qxBh6+1|bu4k0@-y znaqzUR|vF%#PdcFzv3sVWn6YBnzt*V$KG5wwx_d>NHZK&2`N3tD$79Z7%DlfPnir7 zkUECs1%n|Gcg++{lR_RC*>@C z{6c?ivyk~8DReh)I=h5xO%8s1yCF7E1RB_Wy~EeQ-x2xNFq?k}_9690sBO#o5^X3O zMAi8Meg3jaDEn&pUT%krI51lZvwU!s@LgG}#+B^)BH423!YM~??fkyL)I2KG3tO)} zI~3t6Ui&I!{`@@_^c@by_0)g1qr27eflXL8)t_*?QC(CmMZjV=O*5fuSVevI9iO2{ z)mh}U=EeoGH1BtUZqgD70UF7_NSXQWHK^w?X`I9g@l8keF>9>Hyo^H)QX>nhmiO)L zobuJSnkyBEViVND4>$@DUAk_zxhRG!vE&R`)I8KkEyXU$`YSDd;J&3F%bDLMO9=Hq zN$&32)ZxjUZJdvhc8t6e=|gFgb`^4TlV~n{=yZ_&|I?1v`QO{oEOVxyNA0WK`8X2# z!XAlc7Sq`3>qpzvY5O}FVU|_?t^grpmKYD*?gU+c$XziiFPN_{Q6!*howUr2DnmUyb8kWz9biD*Uwiv?Xt-y||uZxc+HAbJ*R)YH>b#3YRQJ1D~y8 z(SPRS@;6OGBOy|G|J+EfBsAx*no>OM3MplK;Wi=NT4Ux;fl+bjOEq6~ShM(B0Er=@ zx(ny@y}yWOi$Fa>W!4Uvg1f`tcXZ7TOew5Df;I0FMWpXGy<26p>lO02>-96Ra%A9C zk@UWWHGifS4q8Jp#2Ljd);yG)%HQ@omy}1SXY6=8BPk;vuE%pw`@zJ`#5@}934tjT zx7I9nQLql^6d*0rj3KQpKSabce<2}ZS`}2T&P343j!2gzL=2ujsN0+@vE6ke>G6uZm zrXd{WBqWs-8*H=U_|3Yb>6s{Dk{sf{IX)9?OzzyvEPlbd=82p9@{JF|Uv(&MUpMzn z!GLaOREXrAbA6}2#$M5I!JJ#R>`qv3&o5>rS4B&SRYhbXop$}hc9%v#c$y^;)r-jF z@4e73G@Eao1mBPFqe$3;(LO!>?#;9L{$V0vo=?BDGXzdrk4nzG?b9U@ka1^uYuRq# zxIZ+*od^`1hRp{R%FpCOQ-c18$iU`Cj%SBgsl}~GXQL^{Y_38<>MdbMnyXcE#=sf3 zo#YJ;wD*qES^cd7-$JR{0TJf7oSLCnoFHt1cdnsh^H++FSyub_^_%!~{xbJpP7zdR zG>WbldNDQ@cVzgmH(#5uzklkac4!)s?MN+ciak`;aT9j7Xf6m}pRV|csuBX3RM8qG zM^PgDo*f%xuziOtra4;@PpciyzS`JswSA$0=IGzR&!5Fp^1cin@!%1mt79+JPsrWF zN;RnArYe*`>$Fv-H!c8cY}X)^z&$-#Y1MXReF-5gI8x9-4Q^Eg<`z|4zqtreM8M&& zQ9ov!5=KGem$T5M4MENJ8yR;xD6r1upTsqU@ztJg$rxEj9iJEeHK@MdwaAOm!w2@w z_I?ng&aX)nN}-hJZ*H4f_?VOG-Vj$rSTjPxhsB3XIONrQ+u3=7e?(-@m*YQOf+p=| zHwPX%tNcFj)9G}688eeXCxQ^|^-nI%38SVqk?;j)!L}RCsis70bk!nPG`pLHUiOTM zVEHyi(cEty7;ZMoOA|iQ<%4r|cl6IOuy0K`BDgTuaK;_Y)Vk=L!JTP3i zm9&XksAPO7S6xxvdf}R+{;UxsigTb&;y8vbmiSR7R`hY|Uvf0h|B<67|DzmT=D2Vx zmMd)79t2|9{q{QXcky|6*wD#I&y72Z)GawkyEcQC{L$C;bXneykMe}N^X)yPSDeio zT`4G7{$sI*vtV=!ub<1fQ(1Kxp^Qzu^hra#)cC_;t+WTcf>Nk$3R zbBk&T*E&e(rqB*GeiOOytyDDpaF5_MA6Al-O6`uN6R(Y%&MAOF8XD2-pSWdJd*3>fSIL1(>if9Uy|L0rHJdZv&h-AX(anQt?)+QB6B7ns#yh4 zb`T2~w$;$SJdc|S7VKQ&^oXmqG2eWDwdU?|#u?Np*h)jdmP)=li*d*I544UxVPoa|C2^B1xHBf04x z+y`hX@~ZsQuewuAD<>z;# z5`)UEv-Iu`x<)zrQX3fYhwAGw&5kn6A|8ScDfHWyxS?m=j6bs=9iXJC4XWeyX1dW1 znu|>D@jKVO7R4x*M!7V>-l5nwLF11<);1ZOZ7ojJ@2EHCxc#`IozxV7Tcz*k zOzS!wox%mtz3J*mb`d{yO>q~4F9q)om>=EN9@`Hmu`U{Onf>E$J^E+A#n+yXnbxV- z?(+ozUy%jGJkSvgSOP82&Ow&JIr zc6!C}m>c!Su}i;ie%ShvStkh*K2-C{=YO2PFz@)V?D6=Y9B`I@!9VWu$#Tk4XyJO-SD>`(Fxd-y`B$5*4e)zm z*rPVRro($R#D(vy#gbnM`|H1I@I03ux^FQ416or)@;z^R6^lcbd>`dEUT3&Z$vXG5 zA7)<3q;rrkDz*Jy-aXiHM;Lm1I}!!j0Ww3#bG}_yZ%%EOTZbBqFvSH^LHweND96Qx zJOn_wG&yr5jTJafF>N*R2a~$D3(rPzOJhsYFZ{RD)JpZ{f*s|HjeuyaIK$IK+iaeQ z9)lS{i{G}1*G^#Vs7`y{$s#OqfuyUd@66rf zLBA_*^Dgco4i*U}hT=RDLGd3+pu{JQu2Ke49gms z0j-0~XGfRmkvJ1OB>#M1##S4dBnzLfstSw;>SS>65v_h|Fb3A7OF5sHk%ZeIl;Ba! z*4}Lu$XobUP6zFZyE4#!-AM^#z)uH2u(aGn%z|tgD)#Hhu1vFWx`h=yF(r4+SqZa2 z8r}W=0g=KkJd5S?=}6QoV?62o`k|n=-UmL+dD`pByLM~}WdjkWUl&b1{12BuRXE#a zrU-Cp$n&)7BMW4UPNHiEIriKyZdt?3@Js#_E-1k0u7iwGLNd|VwBxy+kMDx=2zRA9 zQilVU>SReDTQ1bH8(n@+#y@E-2T!@}5q7VU+$VnhQ?o5?aEZOT%UvGm^(dUZ7ApH+ zL~G9fWx^Eaf15D%?-l=fPHPS7Q zpC9OclQ5AA`}@Aa6nKOlze`}<^`)_JpWo$m-^<Kw4l<_}{S~o+h!58^n1ldMDSr(-4-ItMI&sd*Fe!;Pu(6e|I!Z! zE^(Rjr1g1mT-*K-JfPn|Y@bi@Lrw4^Ojv*8BKR6mLRya{u=k3(x$-$TX9WJ0Sb{OR z@w)4F+oRH7ft}x~3G4#hi8!10UM{~92j1A*?lxF;KUW6%-Q3!pG^lkyAAfue==gSl z*|U)s(4zr)Ca9Y&Gp?%;?9{MMKi&`@hg=?<;o8>3?@RZ@J4bIm47{1igD=49RS~{; zKhb(%js^*PkU_SE{kC>|zB&i)jtY~$JWa>HT(|W--T%JK%Om9_&VzwLfdU(T?v-0b z3kMn`T1Vd&IL}@)K7gBF=i`N8ufNfi*9&{-BHawQelC6yK17LNe#cvm!{EQ8^Q5e8 z&g>0^wM1s@X}|xgt=Xq0bpE3DdRx&+iss9F9MGPfzAOJPw0&b!L<9+BYeQE6tg+e% z!^y|_P1c|{=J8o(7*{-~(pZur@RAGZxt!`HOp1)LbDs`fmI!p75JgOb;!KIJ@tsHZ z-)4JYzovhnwii+U418Be8cJLx#GYq{6UY6aiY#fICF~AA_!r+pFTP_-4TCUOi91Ye z{>LHnTR7t@s$+#(+`@>5cZpr0hcdoV&rxU%u9a-{a8q-1X`^--D__yrOiy}ag1>?` zekk|K2%d%4Jec9;wZ^IIzmGteCs{%>e%SI9eC~1qJSUv|vfh0eomVoNiWRi{#*qH* zL^6N=T41Z4CwfNlK#5Sts@G4SJu+pMmKNBV{R(jJKOHL*aJy=Av?))*U=(n0`is_ayu zB$m-;u(tig>4S!k2|%x#tq<9V+X0Z6nfqo%v8la>b7m7%^yu1_ zFtczBf5J2)`}kqyC&%(fpdZ8W$)+nM-B*;^TT~KB<*;l6j~{aZzQZE-8l{?^5Diz} z@nqN8`rOmj4!N;|4<}YEw$Ac1(Qn+2pdYPLBXnYbSHTbyU^2Mvqs#z%rG>CE|HZEu zL&E8rVF)b#csHvn`Jia0NxD-C#+QB>w%@pQaFug>;@&_1@b~@ipcM=6S&8m(-k?RX z^JOm&e~TFqb{BYGos^^yuW&P1x4#Q_$=u1%+jx}JWc+Gf?XoZy7o_hem|U%dksKv) z@cjdr%DyozG-V}m4t;~jgaMF+`jgYsC8rH4|21BPVF|tb=C(acW5)5B{Ke>iO?KpI zOZsobJnOXi?i4xnK_m{6i6qKw?+eA=FevaBhnv2!65@Ulwym4WjomQk{c)k|So_>t zRpEm&C4xQ?*0{|{4sBR!cH{HfS}kk?BqSOYM{<77xag)6fpav z9A$!}t?c=SzJW+3Q0bWKx-IM|)#&WAO_}Dmx1=krm>`ts4#~FT+*{=9XTE-^P%Ot~ zA~UDxb zvh5IyAq@+W{@mR$u0KZUCoIA(`pKIiX-x6ULV5wo1cxrAwk^)8S|!J`yzZ&4n-gb@m|Ube&SYwLR7 z)t-Js1Ew+%}e$2 zZFC*#*~lx%E_}cCH|9u7^fldMgG2|_(Y1xVb@r2svIM*?wj6mR40q#1bZr_}sn^G= zEcr*HjMcV3@)CMkEpPW?i*B|w5~_dftWA%+i^|VMDcKX7tn{`}Rvo}w~spEeABATZ2f7_iO- z@48a2YB;EG#4evh0Y3gk#EtLyI)Ncs?bwGi=d6dFLR0LFKHr9uYU2k=*y+_qk2P*q; zm)Lfc#sV7l2g)_yzioAXIqRYY=5lbd8WzH4?#f zQj+~O)FYo<iKd>0DEDCSpii3AJC1BveO~w5= zXkENf$s8l+I5P_6dveJ(N!j|(Inmwmzdx-T{q)!r zm2nZ-gXkS2Zgrgy1xZa-x6m-Vu&NQsQ%{1vQmVtbPGJK5$eq3vM7a`M;6|o0bi>U znc1zN23<+PTf9|L4K2<5Df$-EhP-r>aSq+PK0adMHID_oaSvCp{he7LJ=9y%iZumK z+<9r3nzQ%!X_KVY8@Jz&YREUt#W#mi9~6;f(}O7N9CpJUDKq$GNM0#F$8XeW2<`bH z;zzJc0`6l6io-Tk)vcmg*(;DBXlCnATmYYOI%bz)>_81)4}bb}&oa&%Zex9iu#MSA zgnjRVH~W&jsoHy>ZsLab-pSQx#OCN3Dps8jtAOGfe}Y+SBuQ_6WOgtW_e8VS#MK>} zxYW^RP2XLDE2Xwf5{DA}#*7YHW; z7vZIXN^P%8#QzMQqQEQnQObbFJNy+-k1C?N)LL#6DlmL7Ocr_-Y9_cw#pY^a^ znRA%HLQdT~P_uOCI+%NsB<&bOX7sk_o&P}AxW=SKFyTJMSWc$w#!2Qc(&>ij{WXk4 zh;q+t3VT^{6{FbQ{vF%_CbsHjZ zi#&F1Ld;FZREhJ0yvg5v@lf)J#BeE5W_;H;e5Bkdx$@Q6ih1nXv&V=Eei6*rLC4i5 zU)si8fY<$IR*;K4}aNZ&de)RFvw0$)zd=GP z&85_WR4yBc3zMWIW)>QlZP$49**k=~*Y_Vo=bi}aZt7=*C zO~K>!j z>fl1%QR>QN_wLE{!uN^Nt2aKWsG1aGW0k5z{SdO>uP+EX*G+?3Xudhg?4p=Gs_ZyC zf()m!OW_GK1l}gd3y=UwtCZ)JkaIIBvL`RnsqoD@J8IL9dcR=TjT=17cg$a(SOk|&yLltLO$VZhMs9~;|-nX$;l?{=Ikzj8Oi9}jW(>|sV z8V%FPFgQcEAK4Z7*Cuq03FC?1OwCMM_;bEzk9;BcN!}>+$&uE4dd(ef3J}s!Zyt=M zjVM#XzFDF@P33>#6k(!wt*4=<1nZs%;c9|2=EUcQMG85s><~P;Te& zja8mlpp44Els&+WziX9I>FgKl^+jV($a0(;S9b(ABOI2kXMGi)-#18CQ+r6IO=+cZ z&M^-KIwVALY@A=&Xp4j)gOcX^F)LCJ0tY&x;(p6dLpaT0J&g(i{xq|nAw5s|64s}P z+E}X!xC(P`aIQTLglOkA3`D0tQ>r?5wj)}c*Jej2HW0dm3wHiKE82C~VE`VhU}t#TG9Dg|+E zUD8*=C8RriA0tGLC$>>{%}4bP#Nl|mS|9lNt1QslU8AL13bo;jN6?>71*laHbW&mt z^P-KVm7?5i4L0`6k#T9`K0mk=XFs}%WKrLkKD@X2T^WgbYpp({m9PBDgkSG8;d$|f z&3;?94aUuVBEY!~iKx_}8-+9c{x^f;YH6@r%_do=_pSQAPvcB79%rZ&z9^cvtuVAA z+PkJ(_p91o&oLM}=tS*^u=+Mu#r+pkWk5jgA@^DbH2HaZ~U25ewqyp>{()e1x0(r*NoJ$e$Mes%I+9M{+UDA=;?i38oE) z_GBvvHh7^RWeiEOA2~>O%K4>B-cH1>qKmIJq(jVKNrL^~!c@FLN zTAFUgtuhc-pdbF`&%-a020Ji`3!-t3M!9i#Bm1=XWV|^7yZX$IwT9~|F}P5A+aEBl zg%w=bL`zv8`jkfOyC&`AoehESbg;Uu_q>NJq5C+s$0rmbro`4bj5TU!4OU@6v^Dy7 zTL5P)hvdbjBm`iN!@ESEPx>U7J&=2R2=ASrttZ{BpuBI7Ui<}AuTFB-8a#RjD_pMI z?=d?1ZRu_!ZmcyJD4v&YXJHKRqG4)#_?sx$7ZGgUQ$yPz?OCIZ7hel2CWnDx$7T~H z@k3PGe*kH1LXi6!u;8Xp{QZWvQA6&vfO!w#^#P^}+VrLO$dCeaO$PF5s$60MvD-d= zd~UTZgG=W93et`KlkEyJ7j$UPS#d4v_V9?6(Ih`H_TW`++Y-%6ab9hKfE3ZNK~HA5>g?=6Ho4~ ze)sx{V8k9WU@xFg0q|3O5bldm8tAS;WD8th(w9xGgZ(WO^6%us-mgVhnfF`xKV@Wq z1^z=BAn(xtCErL`?j6>nOq=i9_Q5}HvvtQC#sj3}(W%<|{R4jpmr!_pUM;s%QX7E< z{xN5mYeMSk3>Jbdf-|}7RryrG>^T|BM*2EoX$WO>YMx`qd*zi~Ukg>=Ud({DK5mB| z&=jK%uLy};~A(C@eI<4cVrI4HoyGDOm*N1 z&Zv16epppDqz`HkZqIbatYu!B{m{o#`! z-be5pd*7i_AjQ^lt0Aw+0kFByW~G_3-|U1@-4eVWx8q3*ZcfND`kzi8APY19RF=@` z>5z=^Qc*PNWA|R|DyYVlW75C3^7b4&UAcN}H2Y~L_hgv32^wHf3xUma`>)+yy8-@n ztjwP(!2j>ZYWeOR;a+NJD5(<)u8#AxZTNkf@QWKn4E5Lhh^Z_9LjZ3uf(=NSx^n`5 z=p;w5h+yaYKx&F1(WT}tbMMB!V{C%KEe1oNwkkwj*jt&%wkyinl^X%ri%04jWS-*Z zKcTj9GPT1wA0Hd`t2QGCYGPPs1PoO`!_%v;8CAjJN&e=C2Nv3=iSv(hoS2+>s9f?5 zh<_huE6B?L2A;TQ_T8^Q$4|=*q0^lm{>PNprKc6O7;WrdA2nKN_|e5S`Ql~edC^rF z1mkrGc~M260@LE(mq*}jeZkyLc{fmCbw0WwCv4;*inKqtnkI1tOPIoc2hikCA6#Ge zGd=JAl7Tg!-p|Xce^UABCKW=t2MWmd>JYrlG8HZw!antZJjw2Zji1r`BBdYyD|7x| zCirvyw+a6LUh$upGbabv|6r^^j-KLd$*}W!U*C@IAVqrZ^SNa`k-SX99;+H|8aEry zXAX=IYK9jfP!V({XB%gGCODJcA<#2Ny{s~?y|;bm@$L~iNm|=yY`?D7Bh|6!vsm7i zSjWDzbalH600bIsHqB33_d(f>UtkN9*21t+uuxyX^}c*(NlNXgaNpB3_%cws>-pho zRM_z7@tC@nXz(#>75=$uwA?I z1N0w=hr|Q|+#KttBM?eB9iBLsUqAVETqArsa9|!XYPin*Ft>Hh%{RrhNes#h^x5YL ze7uIRi#VzPi-W4*`%X2?$PG(gxTl&>yn8P!r(fcIMW$i68*q z>%NxJFE)zE9S9(ExONcY`mvDmR2%fVQ+&9w+YOVfcvLM4v2#>AAx=6}U?v0s=x0-( z?oS|azH^yE5_e!sqEwCGALwqxsr>Qfx`pF;cw>IVetI3IiTE&l&bwq^vJP7$eBM9j zh{W^+D|@ow9M*L~{W^UW&zAh%F3%4)%*P=Q2VLe%dXC82{S>*1cRRqu>0F5A53TyWRx|`(OX|H0}{Td{O3u|2s@JYQ8U**N*#y zJ(?je)E?LtDL7V#R9;5{lY8)aQkQnfeOzfCcQg^KvV;=e`;b~1fRzn=2?3P zyDV<<$g12JkT;~e(1EDWnvKD4&;DA5l#aG6)hPTDq5N!&4k9(U2}tH zS}x8g^TX3QbrBvKDiK$Nf`Mhn!A{s<_AZxcaH2R(fIUEBS<{%uIuBqsTFpMtE>9EJ zI6w4*723Yo&Ke9lTmF-vYiX4W7m`Oac$7BKOVZH-oZyVmdN0P5dd;P%(eS>e5;*ks z@hiDGr^ax>drwYpH~iHQX*>ay3~y(Ap6tRAo_iXH;i!SVf#d9~gW&;$x;JHYOxqTo zG4urd?zMCm>B{KB{iGDA2%4+=%apA-5vMCg4Smh>EM2O@%JG2?%FJ~yk3ZqX+Xmu7 zLkf~D=g7JfyDqH)TL~mb;P|R!&w0ye82V8e(C7(3zSdAT8}8*~X@{(sh==`=<~Luy zi`F4>5mlA8?=N%3wQMzBtr@+6(4mZa1HBC`2Nz(zPJQo<_!e5{>qX!~M@PpCgei(f z>rS}lNH^TuFh}Hdp{k{HN+r2JIS?G;ixkU+THnuNr z97TK#obPp~Vc17haGDRsQhslss$|x{Gp(&Y2oz-)9f>a)fe4kg=+BDH$xUDXvmZ%H zxJ|tIHH?bb&IC9POI`}GKYYed6onW4nb9a|llc1(4U73A%u?>t+>DO#2ai^KYV&1d zOKza^-1EC%3{eaehyD_-PCC=QM)*0Skw7G(}{FOfyQIGX;J;#Bsv78Mv2#aZ)E4U{0OWr=<@!9Ai5wzzEYirPNg zzdwD`I>mEWcxy^guRQW7z6&q)M0`?rjNT?*P3sd@+k;UEILoAjw zCX6T7O7^YNU+a{d{$p$kibT5XP*RZH+dn$e9GpeGZY1O$6Oy7oT5V!h;^(wQ7V=Gl zn@RCSvkGTD{&wwp)?i-{o=Z~85!1XWa~k@;Jf}gIk8#r$=&g?SMb*w_h)~_IWjyOsD9WF2e5B#;(@+uGB>6d7*)2TFh(l1X z4GFiO30p)r^ql0xCYgq5cruV)BtsmM8lP8J&a%)6S6tD-4gg5drb_p%JXCY{Pwk&39IOi z7IC0m15wZ90BFr_zSS`K(&yAn|Jz!`-L+j}(~6m0YsNuono&*-wv<`)6{cMQa5*#h zpoj_;cyKq8KdMlWZVxF|D0t-JA5C7m0RPUEAlmOs$*r62QQ*=og|G1HX67p1yEvm< zBEx5Ty^gisyN${mT-}8a|4Z^gRD8FHeALm?5mi%MxAc$K=g;&bXh*;-HsLul@VhKF z_5KH5uG(puiPmqnro$gI=ijO(JELkn+O9BL*^caJX7i@Ray7_mF=;dqLgddH>?R32 z6m1LkE-OmRfEb1XG);spa4lnQS4z!g%uH%i2m>J$<#*srhpJG?laIF8^|DG?f?rys zT}su(=#g8(TM*ZB?Y8=+gr=zeG+r?md`iN)H$o@> z=)tP5x<_S+7Kf`#T%=@+*l1}=lX&NCAsL@9kp;A}n}toWFwyz#*{e@V2;1>%Y^+$C zG;pkpj9O)_ei&Vy1zU(Of9*39j_~**>!PkUc%dc75k8j#tZK4!RTUbZwQdpBA*7?~ zZV|ME-letY*m&3-6b-)49Bc3z@A^I=72PbF#N}l5BOlJOl#hC@o&&3iVaQ3tf387(iJoUGb+FNCBeo-^W zj7lr)6o>*M#Sb#iQdXSM`zbPeDOK?slZ^A*u`b;h^;}tdaVFLYDd7M(rmE*s*pHfw zj|uOtmxRPzH$m^SV8C&O57?{Ud{0>Q8Uk%mt@KQi8>d>UgI%7~+B`(%)WbPGTI=c2 zwTQN)sTnD`RXK>;4{PJ*1NG364VT_Z!P~SoDX9?q%c+Yp94sGxE7TncsKaZX`a+zx zeQQGLgNOt$OsQZ~r_-O*IAb}c&(N}-VT{+2XKGaZQBw`OfIl-(rUAqpw5%lPRrBe6 zhe^_#ORRw2WL*zmS}*^s<>#B9k?Mm%;i0n4c=Wb~#B0x5-n8@ai*&6|cCFQ9Q;X5I zdD6ZmLn(i>zxghz8B*iI$?!4eD1P5oCz80g_RcE+%Ow(cSVj!} z`u4D{nvm%3a9y*%KTjXzWo>9CN>*|I&*hv?#PtE?mqA}Z4J{ttjVrfSqnBHq|Av@w0;7=nts^`)z*e7 z9q4L^V6LKXd=H2`lcbQlkJdf~%`0(YpM5LJS;M#7yo+eE92OgXzDaEGcL&^@#GNgC zeU3dR^Z7=&&IopAc)*s|PsY8lpE=z;xn!1o_KANV^VJFwfY~`gYZ1ZbS#4q`oqM*t zq|uVZ#R~Yp*n8`!xVmI-I6#0P!Gl8+oIsG^9uf$U-~>x>*Wl7<0>PzmmmonBf(Cbo zARXM@wSfj2Xyj|iJonB#Gk49*ecyMj`PRx``*iQBz4xiAQ&szSc6V`PQsqQO@N=r8 z9G!H2xf|2_y^8Z*^#CWXYeJ-rNm`mk368-oJ;YNZp?mdc9$5Ax<$GG-w2i>LdYQ!3 zvU}fvZ0U=f)i0@%q%cAz?np1o^FI3ANtL8_Q@Td;$uT2L@UYsq%rnTF(ADnEFU3~p zVWW-Uy+^6~J#zg(Ta9OWbi2tO%fr zGXk`4nhWWGc%(slsLLvZr@}cb>q4@Z^ogh1QE9_Jlkkr(ysG|@`-pNkiv&Ga*qv+N zRk;vTCP_;9fVcZIdB#iQ4gY5wCW5}eyP?nBmGf09SNPOqvsl#8j8eYbwGo0$s-O@O@I`=>agXQa^xp^h&2Y^@@9dXH*nA}O)Tmt<^{HryOno71*sZtCTG=g3FMdH(! zG#zz|=$tf?k_X$qpm*6WYIfD4SZ#E-rNRuCMsl<-mxv;~?y;QAO#pW!o)>0^xrSHS zUHAE=Rhcz#uEDVk)UEa1-$6KNEqrC(yvJZQq5`;&q;tG`%4DdPn(SzpK356jf1pGP zFV_=^+u!uM`s9~{l3;Npr}5xx1+38gt9qQ4s+XNTL`j5CL6)(NZ z1=eL(IP$rL68eW~Q$gu+k z8IGA!G=c^utVfO;FehKkQ5V(3*z~ys9Sa8Ay!JPeE_;5|#vY<(OtBigSf6ffRB31$ z+0JMBJj9p2auU+^kOzgT=#W8HrA$5*woGbB(G*xtnGh=t_xPy9B?7Ad8sN>Q%%x;L z;43Kc^$USsqG6H^kM|gsshBgy%MGy(K5rlPFXxdq7ryFoUC}ltuscO6hl@RG3N4@7 zi?T{Zq`%#%JZn{GEDB9tfD-mjU#FP{d+jAnn*yx5poU&sx{iW`;c1gUPat%NVA#VKYuBMx z{IIg%JTd_nCD~W;)-$sn}U({Mi@xzdjHTTpA1;=_aM!` zSq_ZnpOyo=rT8;Q!_UY0&&z>Tq{)LQ#*_SEm#mg794ZE0`&Qe1a-3+4&0%+q@s06& z5p^P^({mW^LLuwwvoPX$M})``cSc4#>}wdHKuz1{3(vLo+`NJ_@}5PEuXa-9aUVcy#GAff z+v%KS;3oKsKk-R|m+fI)ceWnytsMs9(4~4kr;D9ciKlNQJ_L0c0I~TRJKD!FF(uht zw*+QRi3#;sneh(ZU^~|yJZ5ZESNhaxuSs1HKED(WLJ(0FOU?2Bg(0zw;-sjCLcjAB{`}68gZMnS=Q`dK0TGhSLP#8Q=*{_4eFD6K$Nd672A(! zgP3W5tYsl?jtC!-VxywchWv$HOVap;E&S2nvS$S`r-VLY##5I3#okRzd&6e=`cLdB zUnGsOGIad&OmG^t`JAPUDNI~f(cIl6vYl76P!5Z`FZ}>J zfAC`*RTouiaN&<1@yj>^lIj*FV0&~k+OL&mo7H~YQBv9~LVF8x{kcWf!id&5PUD2i z)sC@ji6yzy$+pKF`GR(9J*^uN*glL?OWrE#GCxT8t;!) zssCls9p=_Ii|#l5+k5+CRe#*NAx|aZ)^km{|MuSI*qGISiB5a0iG7YuGg~H{Es>Q} zDVywUux`MlyJS4QekybR7GH(eIk5$*H-#3ibcl1wE%s&-dkC5=9=8v z6Y20TvkSA(x)n;N4f>@EjXsFo|$d8#bb(E z*!J!M?=bba+ZAzzc2_+*#KL2zUhDmM{Vo@7uU;LyReFNBjK_ZZiQ7(n=KFCu54m33 z-sExb+7(eZ#aSbWJbJz9)UxK@$Z?G*+tLkXZPy$HpiyG`;z|);iTd3iK!ecT6ek3$ckOp@*VCqtBGJv| zPl5Aespke0lhB8_Ka=;Njo$>>=4($x0f%?KVTePF`p*LZ^MCa1DpPL(&A@>oPpw+P z@XEDPkw{?=u@$5@gx+&iym{WqE+?LSC_wq0R9NX+$qdmvlnZx-7jSR~a>h$-KHS{^ z)n>#>f06IU6=hTQ$>O6BLLmyoJmE^{MsLP?d~@-)5E>KG`pNT*3ZbI^k#sH>KS?2; z*ZhL{72CL1Rfb9sbDI=mSj6)@WgL}9{)n zKa+c@^Nzi~RU#^@7=r_go|*TXfE+OQ>S=9;gLlq;s@?lmv%~cb!ci$&vyS?wqtiSu-@!}@k&Ec3^^Ha=r==QxmK~3$1B1dvgTd=_IVIOR7=qG} z>Q2UV;h5G&^drhy*Km1}zZppmQyi`nOro7l2p;#;@C6&40;v%yNxl&#@AUtHm}}$# zLTQCoD+k$Z%IO(xyLqT|KkOuiWs3BlhV$L({zhx4@^m-R;+HY})fZ2+_7T>BaC$dO z$-mX>jUfpTp3SMr>Kc{jJVAtzGkETeV*dw!`)5DNMgA5MYE;YrVC8N^}#iSZU!adi=7P-kP&Q%)aP&6Q;tVMw#l_TOoBJ7FG9g7s8;`pAy*?F z@xyp@8EfJ~<(wD9eK(2d|I0k&UrY!OO(jZ~YF~`$YAtzcQV-wi_CGSy8|Y=?u=x*^ zU0G-G$%o)013Ri|r!%(}1EJ5M1MG%1(_I2IbLc}jL5VntIO9i?OgimO&Bdn}0d1Ny z8tf_H-VW#?muHjK)&2qa;O*QC@4gF-rE%zC#HCj%#Nx{7>*~88+(6;`mm-hRM*yuw zTvT|rB^K!4Vbe1>i4l2M?sGUn)w9DKGano;*MS4QVAIPiVLLCvANG43<9ZJ0MW=^l zK0;(y`*}1!WbF$e$Wz|^Oj5I+kD4xKHcLgBcR%l5We-VuT^m?T$%1;XWaBd^;bvN5 zhSxm3(ic{#_Uo8CS6$Vkpz?arL#Tmf5n)6iQ1*b+JB={cO`-oVHF>+~!gZsoAT@T? z#MVpUYIC&7%kAm{ggfsu90%VYO#mZ`bB|meHNwG)kfzNaqvKy)ZC@R)o(ku%+S$AGbI0L75eTH3eVO%eLz7akT1~gvpAGEDsdtAtohR`Gc1Z&u? zbC%q*$5Z%w`dRtmvwA*DZ%MavJG^5~n6K+D{Fe`Xc_A~cl}l-k@7VR$wZJuc$_wM? zHXwtBdgiLVO!%WuZQtv23SpxK@Xg-!)mJRn&`U?)YtZahZ^EeFfXaSDX1^h`zXhp& zLuUWCLC)Wh*>A|~H)Qr3GW!jg{o_|kfAuEgH)Qt5`;Om`+5gFV#eXy8{)Wu{>c#J$ zUuymjVEtdc9Q_TM{f5l`V<5ACv$P8DKP|0tOYs{r`wf}>hRl9LX1^h`->1y}>+IVf z=M{cKX1^h`->1xepECP>%Ise_%=i10*{}1{|F;hR{)WtcLuUUsj^h7@%>Kde6aGb^ z{D#bapECRZ?KMt~xR-qp#j({w}|tnH|dGHjc!8uWB*+nV$mFMI8%8hywD zZ7+Pp8^a9z7F{_yoYoCY-?Q{;4g8EKc1NX>HU^{4ibEMcrSi=bV_m9sb+3qClBvh?7?BiJ5a9^v5&iH zW5jg14}Xcz372yywHobtF9svAGZP6;#GAR zbbsK!ZF;;OHpJWW?6}VC6C>On$j2>|SW6|hTs}J3G6Y#zRCBR|xNy#A)UgOn)Kam9 z&Ik9jBqrY*R}Ms9mY$jg3|kN$i(g#f@S_9T5~|+zUs)&Tjn7ejXM&Z@`F&07FY;ss z;1-`e&OYzjM=2DTa@WX)^z6om#q^DptxP;!*};WbRf1F|A+I9tOU`wckVJdM{_xgw zu%;Q}cP20Y$t)eY<_;&WOJ3CN)M%<~J)3hFbwxal#Ri96f z>Wr>~BDS-Y^e`q7<3fsit;905EU!!aOG#>G*;9VlLP>V5SelRtd=Vo-uj?KK(#QEs zv`#=AYTP0JJ?Sj_t442zf*lw`7aHwycvn@w9&t=qC8)Q-NhtmvsYvxk=Agmmz-Nfs zUPnfPcT=bE_(?tHVuQ?l%|H>=REh_%&!AXpzAj{rQ^jNMpeXnR*9TXxUtVdRSCL!e zigLB~>q>-g#d`YQ7-$lm*u zgcMIn5hQu{j_G^EqUwzA{_H~(!MHC;fNXyI4J`%|4|j945lYm@JIQ4FH$op(OgJNs z$IIG$KTI9%Q@>vROTe#Q-08F)N(pj>=|vOrAV5vuqk zdEuOou1R@E= z$w}QC_r46BA=LeL%%px75G6yH?0FQj+%I)FTNfxs?JeYyI@|D7KPw>rzyI0hrgMQhgBSkd(=fqzX)~1wq1u%o zDqcxUBNDFmHCxv6ZmB+Gc41b`=K^n0{de+d%V^A4k{1<*Y1jmf@Oc;0)+96?I%zGD zMdUx0tb|F8d~{33Fz6u*&3|sChJ#O#azb6*{V;M{bL(D-zcWp;gksFY8_o)bY~i&? zrI5#2IK{JyZC~~8>#X3lYtTF2ooE#b5<(h$teu|(qHW@x-LD8Fw;QD-jv}XW=v0hR{k_cElZi-3-^zM?W7pj>!tWL-wG5zf;X;YE0QiaY07Lcx92$uI0`|F0}%GDS-Mp3!6GjYNupLH)z z9V9B^*C@=QH^|b1D?$gjoN$Wiy!xiKGKP6~JW=+NkHOnny7p9c16<6e(p12Og?fh0 zqg2DVT>EE=GmxH)yf5mA8Ez*Nux z9hmZvk4}klcxsPqO4_UN%Q@Rgf~Uh=*0APM(y-os^jf8v{VNaX-^sxlo&cEJu zw-{n|kn9-gdLj#q2Im7whqx(<1g*-gc&}#Kve`s%ocpaevV{!Qyy88ciwW8eT1Y0@ zF6hd)R}r46PnS33ufZZ+%{6 z(Wq5~^fqzU3aV<*d^d3J+5yX_=PKjLS(lx>SNdhkvB2udRJC%t-s`x5qh>u++bv}& zxdjpZ0%;-Na(Unn%J&53!sN~xsq*gLVz76)AE%sDttlWF?_L+S0r0*Ku`sUw922B! zd*JTR<>4O3$h_BocoCW;VoCVAMq?_kyaDeQv z*9Z*3v~{H&s&*%TT>~5&SKus#8T5#YUwC(9ewjtLz}&~qRx*#2s5~!%=d=ABS0^n` zjTQIq>%2-89lW*&Tg{2`?c#70Ly?S6UsSak_<=*qQ&M@Pk!`F@65R;nAQ&dx{%#?! znx2l0_$U4?s&OeUk1d&D=5>~2rdNqC4EnVw26;X(eDlgF2)A)bV=A&6c)(avB#ZAk zl2`i$ymTOcEBY-ctR`-**h*y15ql5yY(=)b0B3&@69}0CL>s}|KSS;K6c5RG730rq z*l(B2~0IJ;Hayd~2^NSkTD zX$}2=MO)fuC|3G@&1`EZy^BLZ!-4uvq{F7%s~lgg66*v(8it=^Pad?yx#u8PmNo!J zI-xcBd|;|0QER}N*eJ35zksfLj0@G)eq*md}9M=ga6be^%Mv{$tPY{JY7Qs8=+7eM(E zj&3M4?einkCVjZUo=@=r5tcz}7TgfEwJ}2u;I&;bv+1zcC~VDMI1RStxG7;fRM=Yq z5$bwRNp47d_H=!>5KKC3n|o4|1p5LBAqJD&Dt+42|M<)w-HhAVnO$^4KH0g(Wl%6+ zU@@+ob7i+sF?iG7(A`|#u_!$pyqz;=uXAf~AjkA9i^@(QNOjdH<0 z`$a5;f>v}w{T_?Yd2xlWo%;(Gvc*)@z2Z+W;4Ae~c}dVU2>8{yaB?K#382XkS+5+; z^b$y^+OVk?5i0hZWLlRMi|MQ(p6B&PSc!{`=}XbPrQ~wHEMWRDH!Z>s&)~`0O5~`}H*Rm16X@&W%G3#~NQJ)Mt{@q2R}P6TL>V z)l#dYerXSoS>VyHk>^tfIx|f-e+=JSi(A_bb*(Lv6A}Tf#$}XFd{3 z<|W2Hf4lC4ZRR1xm9ha$ONX?k4LaHk32gZ!>sHT4uRGiaS(v67K2x|qtYC5dRL%^p zD9D3dWE-v1=>GU#R zfxF}Cc~jaqox>y7CRx~{t`R}r6(te9ja$0!$1h=>lOnDe!_K}&%?h+}u57&xIhSn> zS&8yaw0y&rK2-8UJi#SJ3QEVis|8^mNC+Eb9z_BYZ{hXFNFP)EAfO7t6}RY132BK5 z9IV(}`xL>$Wj}Z04w$>kl>*I^1MGZ#ZzZ1lF!7WA&Eqd}zvV9KjT>K+y*p>(ck|G4 zm$ubemmqxnhTMi@wKsPuOrCflTL^W;ix_nOum=cvBaZ>b?LTTjK?Bx4$Y|qi z4j5Q_EF}Nvin?W8Q%DyP*D0d}y`f`W9(~0$IHvtf#Jn1`LP? z_wb|t{R5wa)v1EaCkAoCIod+QemZOSh)RR!tE8(xq#kfpT{e9sDA`fxj1KFrJ#K+8w`5(XuwYXGSFN2t;bG3rPyqSb3}oo5IEDb@h6x53HsVk zUe!EZ<@6;--9-_8Ze3@-$0yMzxUdkz%Kkdl)2Yc}L9T%;(FR%Q<8gMOuAc}?5lNr^ zjC07sHNJZG7$!T+h6T0lJwt9-u4Oh=q_S9B6LGa!GfS+w4GJRSZGHD|t>TQ#^xdz= z9?a?3cJqu{xOBJ+G9WnI#^_kPl~fL0$A6J30!tKwX=#?smX=h@&B z4zen5m(UyXYz2OydW7j{zPN0@3_Q(^;OOnju_~9c*ZpuM zJRCam)x_s9xuXzBYf8@(d*bo~*V|KpshRO!5!Q?VknFf==u$oMWhETN(L7NPbBEl^ z8tN??F;&94Ne)Xe!9;_<=zD8Ej6JQe5nZp`kI%s} z#Qjxq_kjTSxu%AQOE7nMQQ3|JRTN0jwr?@69ve6%BuR0CsvE#-W}RjFKVLAONZr!> z17d}Gxr>=jo)9yyAmGUSAXD^$Qd97qR|BLwLj)>aR_8rk(3V`H*66#N0xWtnVYANdMRrF$F%!GI|dq>9Ed{EuDM^2C&K{-|N|s@fKZ4GmnO$ zul&TzmW-(b?LXSjXJ?3yl#xE%eh86_nPKf-6nPQF*wMw)dS-Ah*qOeG`cQ$Vr@@zU zz=+5~#q+eTC&!4>pG>r(DJ!&r`3Td&JjhWhlfQ>T^x0bRMOx@vDIp| zP(IxtJ>sT#+66u>Nycb*72PMZOuo%Rxc}!1LNa9eo5)kgXPj?AFrHe0-~Y!2)n?RY zS#UOw*g4)J-Ip`RDOwC1kM#HWxQk3=F6?+|0yY@1smAf=5AT~re+=S7jxi)e4FaD% zDn65lnxU9Z(3E_OtBV)fP|x7xrA9u_*KDlfXSG3!e>2%n{FL z)zYd85n7V~(GfPF`?H2Ep`g3r5g(_yJLoOf5Nbn2hNy)-I=n6D-6T!| zUdLjZKq#pc0TDp;6kQEH=F^}Nyy}TQ2j(xSv&bW)zLsC45x^Ht+={3pz;5>R&SQYCaCJ7~YVn7Ij9AWH% zntpw(xfe4~Hj<~q9Z2r=xapZE57%nqs=}xzF&XDtO@LXhBURt~LOMm)ewipx4S!@C zFpM^%qkepUFqP8pEX>(>I{l2Hlof{QAOKQcDNlqw>U)@c+PBf2CR#3KsI~Xt#jtv>jfFjo!E8h3W_Dwvrp^ZZ5lt*5+#}`dYW5cVsDHyA^#kkrwf7_O|%vE}>GkQk!8f zk7NB()3KxRYmcj+pStfVU+vj9mr11$+U;j6YsT`4#68NqY{FvVL zijsXWDZs!Re37qgXgnWL^cg$E=8HQUOx8?mYq*H8_!}4(;_6k5t-fb%*3HCiNH{K& zes$$A4i`R{bjNzHckLXgVoSqe=7Gdz6Gl$=Vr+L)=SSw)SA@9>Bh1~~Q5D_6wE6gq zw{UbGhwTJl$#DcQoFe7L2^X2=2Io*(!V%>!Cs@17f3gk+2+K;R?iBXALx7cAo_0o44IPWsa4nW zG>!n1@V(Q1!5yhgjYx#w&Yq-wA~^mqd9pIJr=#oS!mx_cPjhU`YL%tTPlzDKaqho~ zO0C+)n^%6Rz)IiYRs~RAPQhChoRKHqB+&Tsp5byh2NXU&Mj;7N6{(3q0u~j$*ChzX?>xj*@^y-A^!S)4azsIotE6-pyxGbT#~>!=3uxR?Bj`ZDS9o z%80hwgG8N8_X4f~OjT2n{ivfgPUw*sC{eVOef{y&zIIo!fCa$yfuB~WvvDT^!wGb_wG4tl_lbMp zxYYf(hMm+e6e)i+;HMcr#ktRg>n1eXB4*TgaCmXwelWhlavrE7f|l=^%N{n_o*6yP z69{?hszvy=lzOxwuT&%Hc@4>pUwRVAZeW&i_|~``G1^QIVl<--gfpN%aQfos`Lb`? zt4U0%zg}Z?$S`e0xG2;R;V-IVp+x-`>X*8u$W6f@eRmBYg*Tm!Sv$gfT@j0H+ZG^# zvW+}UPEv7XzS(m9gNsB00U|_9oUAZ-*`Ilf`k4OZ0^tMuKFg0E^#BCU1cQK$n|j(0 zl0I2^i|LGY1e04+1#sg8)21AbQ>V(Gva}5scL)zjbWYOc%1~#UnvPJ0+{6J>-Qi-_ z+il;g!jV3=!7jE7hGfA2=atfkJ=4zRUty&%*)41v&!+nGvh&je{Pe1sJ;4A2%po;C zp)Yg?#5YMybW`qQ?MMYOx-w-7qwOiIUy@$u!WDcn)*{AWdWvuVEr~1Z-Io}TE@$Pw zTzJF8%=rF2<&&P7*4iI0&>LRXcQm}G)a}uWG|R*pZ0GX2;02NB&9PKT@@@49BPOZY zrbI#bW?*|%Db5KC*X5a`hO0@NdUDqQhGqo94f*-8ir`7Ikcxaus8W$NJYel zX(G=c(=24n+gzI>c{7s}Vw4WvWFSycy{5r6gA)D4w#=U(Y|F8)ZjWkEKJCY&E{vlh zrG$t{rvz96wU4m)=Oh^e#FoIg>kq_$8qeyBpI2w1FDWs)cT za;j$KYTe?YADVw;G_V}2dRkxYxodC*#fKHC%t`nV3jTV$&wHW^K!|MTb9Tf$LxdP3 zZmU&oJh>t;pLO4=45x23KDlZp^o>6Xhc0^S?K5WQm$z- zD}wv^lM0w>uLkfIrAf(uX5H%OzBSb6Wb72zjN=}ce=GCo!y5tB@qHhW0xlUv+vdn8 zZv;8hmqiFYSw-yb5xyJcjeKmEbC9Va%8$S7;E`5ucVod5k%zZiHHyFMB3#8kcAh~Y zh_$gg)oQqFQaAIWTGLe`<0SHe@N?A7yAZ3USFiZasnl))+L4nK<|Zxsev}a>Rp}U) zU5YR6pxmpcnzxE#jAL&l04$mX^FQ$GZr_l3E`RwEf!$HuNlW*nI5#Bt#h@e2*A@f{2&^$L_N;s!Oxc0PKx%f0>y9MN~`s`56}9ay^^ zJgZtp95FZ}*(bnlT#mv1iF+HDWzaU!Z&Ra(f9?_*#2r-HKL}jR0DF;~%p_!7pH3GC z6wfz)OmqF?E$uPYIjpzJhpea##<9E~ehukL;Iiht*jqih*L1-Y%R|F(zim3f-ra@i z9nBNZ#WZV9o$=me0V})${t4 zZ36Z17BlxKpNZ=U=Tn&v;$#<@t|^{IQ9k>7Mo`#dJvI!nR`QcGdvS6OIg;e ziqAaj(4XQ%rHjv=h&QEq@dLWd_locNiJ`SRYEj3SD#l-#pN+#872EQL7>uUHl{2nJ z62e5QrO&npJLsrXE$$Rhzs8XIDy>#eHjew%X|tGGV-qNI_e^@POwXlwF~+sG z)_fwxO3|*xcnU1i$U~#d^OG+Pj?>c1e8Vm+poh&W~W?WY-TXNW7uPg6E z*ZBcr_W?fV@M19^*fefpA65qe1fL!BrmT{+o93b4N3(Z9e!O9&TqsXy4&V_%gks{5iy6bL7r>*PNB*vQ3ZTY|lO20E2j>v!T?TFM;`I7<%i_i9 z&EpijwrN#N@WJ{eO9x%&{?f?wpjr24YSYCCJApzLPl00`F5hze0Xn8;?{;JXf&@ph zuAq;{8xs{yIYD(topYfXjTUc-{?nlMv)+&8n2!_) z=b$=n#erH8FHIcc$I5Ho2~yO=8#?Hjwqs_gTJP1RJ~GLR#fh=Ab7a*28CGdZSx8Je zv?eg@$^xS6IT4hx4`5^EE4KvHA5HYj9gF&G(YFdEaLz10d z;)E+~;gyufdq}Jm@XjP_{deQFm*ANQ*72agl8y|0JNz$n$Y|mE-DyUI)B|@uW0cZH z(qXEiy~7UU&c`E(PSwmM5906Weodm5P#T852_*jITO zGiW%}ZWWIDfw_|4P8f&G)Dqm!Gl`~-HnN$3G#gf!- zY36x1TazA42Hu*Pyc-mineWn1`ofI#5%yPSiqO&$jZtszT4@7tK9)8jY#wHpglHPm zbHOFv2pTYt$f%R&rj~Do6H!~JRhQ`x;fLgpwknkoF%m`?i%<#s<4?(nq}iLM4@=nu z2>d{Pd)fCh!!Bx9jrs{?j&x5Vt+poHr17!_?D`LbiCN!^-OG~hKV zup~31g&CBRd>z!QtG{-n^i~h9jIRKk4-|FWMxW^kS|jU%MI|$I9#iL&MH!U3hkv^I z^zy^?bR}*kyUfZ=!ljLn5!KgD5=O(fS8d{nNbGLvyvoB@6s)(UrXsH_0mnU z=F?AtvB@GveP}3e@zlq0t6dCWRRx9*j)*2bIyUdmUV3}iogK!U?e_Ld$6c>{(;hLZ z;SeJ~E_-{{>SzQV(^L2OxuL|b@DfK!BJ-SEMBO)1H@8A~agD)?A;_(dK!=Y}RI?2F zlC+XY6Znp-VWV-#ph-D}Ie>51c0wt-v(}gg(6S}S;`MQe?MF^7)wdn~a4A)oO+zMU ziPDR)Hemx|(~mvY{vZ4k3?>ZdY!Fq)Slvrn$u%a1iHL2^0+9Jh1w?!gdnCwbHT60} z;f+{WC?4eC*X_x}r_}WVrw##`x>uK;9==C-wITVnw!RoJtZ*GNjKmbs0=E<0G;#If z;G={>9b4%39CGxRY%2+)xyFQ^)W>R1rN>hm>%Jd&B-GBO=8J*sRbF4#)@kk&fIOJ* zC2~Fi@T)7L^9#L68t|y%@;?zpkKU5@%H*yFAb!g7rnlIQW?e+ z!ba-}czgIE9NQw?($=X^OxT4D?sQMO_~AB~_1vJ9PeLQhIy0pt_~&rMJ16%?cvczW z1m|aaFQUHoao+Q@%xTLF8d=Cyds$YW9pZPpP2kfWKARPLx?7jo->6Xf zS7Gol7lj!g*B7`r{1*!G>Rx;dhhYk2>~lJ7*f^Jyp;;CzMqwXb;uv@CP=50K(7?Ip zK_T-9wCBI$7q?gQ^3@lVgfINCA}l=^yVGa0(|K%AF$bm7;8*V>f01LNrtQ{a0GowX zn|Q=oub;a`Uu`26u6M)b;5^_P<%Vg7=?RuDGT6bHL^o5D@$qBDU8n5WTF!T!W7kRga(L<)wfn zOY|Ki{7;te?&7vbzIr@Z!RkPN?;LgrF^Ec1YtSkWEU@Uk2ioW4uc}H~PiXS!;kdp! z1k7J8Ucja^8ZXyu=U?h^T%Yt-&0idfU!7EOh+iK*Zpe+*-9ykp0XGy|WM{(=T?db2 z)JuGA74O;I&*7I-=e>#$j_XsB>s?qAeD?Zm73Oo%*4uQk`f88E=ivHkA5rPz`YfU8 zA}=B1YHwN(I(v4q*5od1yI0;gbL|EH+9cjIaCPX@bh#|vkdxqZ7O!`;cL9UUKhe9I zZ;At64eGs2DXwX(2UItvfB3vRo~qXfaBGY|P;qzHxxfFiIGd`vUcKemdC}dADtO;* z*38qk*a&Z~cw3|iHa@UjS0CZIaF7i2f{m-(1HE)>jF568X@xtZq$jSyYmGzn^UD;v zuid@VlI(o?Lr;_Y_cz+tQEi*IowvMDg3zvli?OI%*PX9h=Bs_?fHn;tdS8nhX8QBu z#^)ew(++(a^TPudYqPMi``>5x?H3$C#kC@Hry_O=uBS!o>t0pV=tb~%4LI6cv+l?P zuG``8X)4hL;BJKOl9z-cdirw2+<>RNPgWPyD_4AQ`|L^wvT?TXHLB5f4wqbb5q`OU zIeqO3To!%o*grt+<#T2S?yd3n)Hme!p8Gg)Ws(j~r1#^7yS7f8tVhwm6;m;ebZri` z8#-<^5!`>twfnHzF1hJ4zN?+vwH3L^r*|D6y&T;KE2z61sT3aB#VBw964fPa@ymsN zDkrTV6wwsXAZesnxD%E7nYFf7!bnqASF~7wK2g>ETZ|pb4m0byePfx9fG7Ezf7G zg+xy9t|xf|SI8|^cfx1h)4p?lADHXX@WBju-H1ZZiBDY!^y8WGd)a$O{piZP^VAh% zR$5gg-?+a5Q#vIa|>bae6e5y$cf8 ze^=!!7+W%KGkGUs`b&C>6z7{Glrb;5V7DlYHM#6{3c<9dTy}!#Gg{>YnFCLVCjT?h z?w%a#r~`>v#)BEcno6cUfsg1fO2K=c^(ZOafCBf#@!TLG3M00X*E4#j?MOH-d-IQV zl?1gl_Z5)a5gyin!d5jExWX5e)Gt`Jfq-y(s&j!37NPAMB zA>XA9T2$fIMU@Pi979{w9l-h2_tDO`56NmZ*J{Pd#G~Uqx&F!y1{c&Xq;2&>{tN63 zMRAWB$`Hsjr}5GULfFyS_mBf)miMwvPw9i_erP83_N_6~HFxhAHZwBN48foty_wdV zuLF+;hT@d_xihUL@+NcNKd=2ns#K`2JOd14UTgk_7mtIkIbN=@67BM1h-PXE?aweC8S>7W^Ce$fYbgLzLC%JG!wp6U}jJMM%j(d)tH_{;~v zS?DID-)XrV$5o$rxjAL>K9ec_VE{Cwm#JV!EB^l4FI7#H65 zr#WfSbhKxTJ8-6T^aeXp>Y8I~!c^%?Vi~@wa$ob5XCysMJ4DeHv$M!*z zxmKo5lKJgE(4K|xG9}0m@0f*`226~Wu3_zSjtf|MUn!f$Fw@RpRGE<0y-Chmn9VQz zafs~MxGy7K5Q~o1Z^XL$sQ`NM++BFKp{WZK*Fo8HE#l0#_ul=0-f%3>kGL;L!r3NX zqC^u!8~$(^B4K+qpxGuB5b=48oE_8M!CMyX5gX0@{{2tvB&~0v{AxdMFRAKB`hE_O zIFt#dZi#!pNL-0VulUgV?P9b@e;u0Xk+KbF%_;vhZQnrYJ%cbe35n-t|6Fu(naY8D zMqgW}SLt+cgKtz~SsX%RG){rp+LrR%Qm=c4dDQ9OzS7^35!#O<@ciCgr)0f*2-xmG zR*c3?t+O`5wj(KAxBan39-SAR8UM!fQs%|pkfoSYB}ZQ(wET2#GQv&wz8KI2_|0`p zCuUDMA(mrrsa1!KeNZ;_y;qtLi;D%8?5d84FRlj(sPKW%bj33lMa~u1Rue*Ez~m5L z#C@6p%!d(h8$}c}rrC$U2&MHRs@zN|SzjF+c+8fdjOrAzI*w>?Bf_b0MW`Y{+_K}9W(}a<#@PPlD4I$M`x%+n;Ex)dIYs;r9CoK< z!@$;V4=km58}YRDb!t)NX*f|*2K>(V$ru}5u38>gwnzyvkf_tZFLgY*(L0|atv~-v zl}53cNj4k3H4`L??7}2gQ@vg%%50*foEOOIL}DJAz~_&?Dr|#^4HVNqvMy$)9B#dX zjqMD7PxIQb)?;Z>SDrZFXqM5ewWB8GdoXwQPy=hI`O~R3<*X`*o!3+SS<*;T zQ7-pi!=GuA`XXufxE?o3q2HPKTKzL?2}6t(aq#etr~3K&ii*-a77X`vVKL=AUA6+% z6U?U`o$zx2K;W1g&Pa|etNuBq{s61Q$}%P@jN^SjvOo&%huk}gK1fGxD7|QJX4pp{ zOIRhy6a%^Mg|b1Mh$D;BSYa^^01k6QtJcq~wv?y}|WF@h&RgV&&0P0@7)>j)&+tX{n|B z5RZQue;E&P;{z{{)_>YcYU7Tqu^MPM-63%3d{~9+g2DBZEhS>7EjhfzfjF&wA$3me zkO6@Ga{kQ)kG`Cz`2+hOR{oX7ATKac+2Qw*eYWOzO~#Ws|cmV*z7pJt+Kx{83NSNV-%KArfRBdVJOV3_9s;SJoeVq$*Q4e zUoc0~udPt+E|S(vzhhqFuO1_Uv|rI|LO4fl^r?efUxOOkykA1Q?77X^z)yXK=>ShA zlSvJ(fIVE;KIu|UixxVH#E5>L!JC18vBAvKS5#}Nh=Pu-%`^Z@mco3j6B4>5qycm> zF6I={N7;!9J_b1?Iid@hG=lC^?ZEZ7HX%j@}hU2Ig^_Z0p= z_UYb#bztE~v1&ijR6D6xku$w}F>`D)+oy4AKwUx=kguS&*CGxMOG_;SuI$-e; zq}=%2wQ9X;m644(Y($=gcey@Cv5m)y1oJJ}q)#oy-T#ca>ct<4Dho4Eb?jj7LrA;5 zzrXrUr;ERM4?JjYUj~<4cy%e@5>3QI^zTDF4oFpqMu@o2?`KpXtTQI56^Td>@)Kq# z9U{og8k#ieNU6+O1Q%T6XJ%7FD$Ilb|WhqG{I*$iyr{gQ$6-px1fPctqFE zEJ9}++xxK}S)vMjgO9q1mpe>O&HpN;&&6!DN}E=_Cs9KMNP=6Smx>o8QQVrb$y1z<9}{ z7eLW7V{SQqL502V_`7tOE>(4T;-_)})l0CJRaRxNQ~qy6pJXA@7X6nCML{z-l$Y5{b?2es@m8OgNR--{>IfOE*u zdoFp9zBc~^Lx~}!+!0B#z!zMq#U6A}BU!8BOVTe!YFIb~S)~K`lHA#5e>e-@*n%)% zZ}rGG5zfL2;mbwVeov)nMobhaT3&{VP}ahuVzhgG=?dB8@FubIj(DQSH`s&WQ%)sG zp^bd`P4X{CUB>W(<}+~Y3uEo{KOvPgEBl>@`mTxm;9*w9Lw$TELp^Ed6bHZ5wo=1> zPh7QbuTJRKpV$7BV3X$QS(JUi9355X{d1ZZJ^7nnUR z=`f8SGgy;zbA;iX?D0XPWWNiqtJ zW>&bBhnf8cTl_4)d(*jDk23`qoKc+S+?AKH*8J-Dz)03PN-gu~e>5|=O$d7xJjEfG zA3rJ6OWo$V&yLj5!#fgE9se>xgPx1XAxvjD&Y5=M#JSVsb{I~Xsa}7l%&CjH z@?mvVsa?T8Xp+HI2ry}?bPrYG*&1AhO~DG0=C0Wl(HltP2D&kZl4uNvJlGoKi|u{R zTu*cKrAAh!7MTh?0zOd+1$@=uOlrehto`gM!UWhoS~8vgT0v5pe|{e7q^S$8ZT(H{ zUaO_eaHY?#g&+(l@Md%Be46^__UT*4!~o?#v7`b3Ee|MFG2x{C!+i4?;2zz3n;?5S z^Mu@ITv=Lm8J#q~J&rDo5mx=<8T7^Hpj?{n5++#p`mhH7Nz7KW{;qH9dX!BcS3XGz z5sIv#h_yot1v4~GLrw3SzRE?eV0a8OxKc9wzNK*6QtAp@l=Nxw@0~Nzlw2KRQWFsZ zBZANkQuiM;8%Hsx%PobYxTZfHwdB$vWzEwNTTB`2+NW7F@pF^u zox*gPt~WCOa-SNtt-fJ!C2BT{taAWs4#o0&dUM-h$QTv)vk$^aD*Z@Fe^w)@N{UDmFNM1HWetY@w z{)lH$Fmdv^DnIk~)!W&<+cq+Px4A2-H@b_8>etp?`c&VSTIx0dsXsij`O*eDeH+w-?AiIuGS zrz43l{^1g*bRUCol;pK)Rem#cAr>66-QbXkO^o3N@mciW%1z_!i%ud+$kiAGz!9A^4-Mp z7UWL*-Hq=3SBSK0Bg!f$4;M;^Ef)*E;eI$VIti4IKk5H5V(e^`S<5dU54~FGl&jp@ z)f-h8TGU}@iYS#L=(|tLo>&CaJpzm3oMsVCuqCdy)VQ6P^YL){W|(w;0ozps?!PXi z1ZyasYPSDJ*3iF!OP*wCJ1o4SmN~w~3URn$yil0K@9EOG%=uaVpn+m&w1yt>jY;!&XaC9WEBN z@-cB6I&TceT#!ZZOV?qycn<1e#u>?gw)0(X3DPe9Bj&lUBvRC%sM(S+=~lH6ZY%JI zkzLauDv|U6OwjS;>671?Blh8LS9ET4FK!ES8+;;)r`5pYP?DrkKpf{#aIE=L%ka34-iU!1OqlZ??E|>O@XZi{g>jxuhu8jgah6pqwZRTE|7r)EU1;dz zW(Jlo2x7ZNSQIBQbiNGzl@aNr@e+XhZ&S6Su@L`a6peIAEapx|X90~-HJ)nzd(%~W{n@0<-QQU(zPvaB$ z54dx}+uZplF2gIf%Z0H$et+m~p^vh8o7xB}rIs6xhX2Uu^{e-S*jxHOdIw8M8_QPt z9v!0%<2f-uraYJEfhiRF1N+9VV?R*U7(vhN1pgkR>c}lkhasYfe+n<^18qc4Q|G;R zFX3{hC_CIWMTAQm#mF@bandnn!D-h3nU`^N4tisOvIc@*K>K6}IyV$_*-PmZQlV~? zuDq6Ofsv_l;apeQUjS4@f^etq{Ie0-*=J_m54Zuutjps`X&q-~*EEdW=e$W^^t|wD z;8K6Rs{3vj)8M}KQGWX%2;5A?*pDTVV?Ufodm{v6=&CDmp@A-R4ZC7(YEuojQTw*f($5_;yb$Iq$C2Jl}6{?@Ata;=! z6FoiwW>}YN7+~x%*b;Wv2THWPOdbDo^EGkTemFs0Ixe*#v@Yod)cgWga2qc7bSmo; ztmjWn?ywSQirw&^AsgXk+YHL9W0z%@GSxvFhE9u9M?Z8$aRNwMj?l9Yb z>u9(YEY-2%BR5D{7^T;nXcoj_FMjN+UzP(B=lPJ6A?=e7fwu&BR4Z(8L({)SuFqos zwc<%9ma*I=A;Ft|DQEMm*M+9&R$DauvOXEn*mi#-)Ke)DmX#bAbrv~7%(Ro%VgC!; z*UBO4U;5tZ-LD1Yj6?Z|X5l?ex-ebsS&kIttuXpTCBI>CJA_kLwF^xpaS+--2e-Hx zV7E=5Y%f4c&*J%ymAE?GWM+oRTTeFlo=FF7mOTR}`-3){d$AS>(XvNE30(qB!SVKP2l6frit%pNnr z0MBZKV5NW%61yK>5`W!(@3KkntN=BYdnbmV(?DH@q$8!#AS)9=dyiouA@Z!eEd;xy zj9jnw6gAO?Y=XV8W*6vcf)r`4EW%)jDFL+61V=0of^Rn-j?>DE=Q zS3ixPeG;_Py~LjNpX)fbguD1-Ld7^b3{!3&J_j{X>k@iyRO1%hQLR>P|EGf!J@fo; zbzWl~g*a?v^;R(l{wL!3V}-+%gYDFd*P`foC8y}ai>~T3xG{mhOq(jp5cUIo)y;?1Oqgg;th9MGz7JuninD(FyEMo6o0+ucU%|kU_VzHX_8T_4014ah!(X3OH z%+%cl{m(>YC9giA;o07NbRpw_-T8t9F*<)RCEhX!X^o8V%ALq?odryewLGqdjBmb` z7+KvM4o+BZ7C*M)MdKIfGgLG(l)VttvkNK+*)PI&iZ3_&zGW=Mu?Lqw;&J||Q^DV# zHA`B~CrPwOyw*7bV-)v^w8&bzQ1ncW+bYl3ZzIb&l#RCmBRU8^(kf`bg+`Vea1YfQ z9CLWG?_vYNXVV2HRA{AR;S)1*T9`fOa`mZvq#-sAVCWdBY&GsO8i=3C+rQvq+NmP=%46!20td)sU6`d%7 zVXfxnC>);PnDLGxVnQU6K|5#qI~>Q?6IVlQdF&!^niunq0(Uj@;V{yev<|9qO&Lq# zMI&N@1|#RL8&>0Yl6_3w90TYaQ~m;cx*FIn77OcDHKE0np^T7ZPT&33I<)&tWTw!`>AiCzyBprmP;%ftoh!cqVfW7<5yQI zV?_Y#58xW?$K{iz{XXY3J7emRZpj z2hB9~%J!WM$*CVVv0r!rYV+Bh@u>@mmvvg_OE7!0a39cWl z!N5;<*RhtX#tthIp2Er1^8ndiVbA(A5>_`c1_Gkg6Y))r>8F^`FDrhHl6~|Eb#~ph zPq`#VZ~*sDLUjZ=5{*=ltxw}vN6CwkMJYnl#5{zS@m>kR&)wSTw4A&u<{inAVX$h4 zU?p7r1Y|uAzQG`e9bp6T^xD6>U#@cJIh!;_5j{>@^Ef=(J9_6;!_D^Gb@WHOm~B}Qr^AU-zwfHS8W35 z!l>%gZfj{AntC5wb_Ejmk%&AdBc8cOlUvR9^uEv8$vE8Zyw_mH!tfA8q4gGF_>`sgW7cx#17%8#4!XCXJ`l@FMR$kxUn*~B zuWrdAHz=_i&BL%s|ABI4en0a0OLEfWR}reKPMFL|AAJ%~UW*CL$ARJ8=*Vzj*jRZe z4Jy!RkFr?^FOPXNwfR9%dY4vsOh*aD-x21z<7*JoL)aRLDa~q;?tN4D zwc@of&j{AlXHLxR)=hV_7zS>j@@z~3<@n3gCdSSKwWrI7VN8(d^lq~y8xU72=is$J zSnA?n`_|PM+~RzH_2%j1D;vxpJA3%PD_LZArCP|COc##nneB5gc1BCJw+vn)sd4X>r(R%@i6)88XS5+qe44;s~A zm+edZQ#|@5ZX=QS@S8$eX#wm^eQ=!cNB~z2cCUc-4mz&*X+;kzqZBh7B~6BpQ?dTk zQgZ<373-Sn)eH&LVplO|=k7(ZX(>S!`XR_s@m?XHa1%Yh_L!iwKg}NvbwQH=v2LHF zKa!r4g%n@DB~+qr5O~oIY84wzK}OO1U#mr{R`PKj={D0OmT*WwJN5Px5T16xsAh8G z;znOgkbF<);OG|@a)ejXUz+nyC;k{Ok_Vjs00U>9#ee94#T9K)dl4LCVjA!_Y*d!H zMd~81O)VYK*q`;x084i32y(kBS7$-!q){5CPMt%Nq}UP3&Z{x|gI+(!*8 zSmPmPH7m~usO>__YBbD-)9c~v z>rp4CNrlAym`8MSjLOeMZgiOaXVP+u$d0&$X1FXV3l88|N%`ObJF7}sz9qaxa?FpP z@G*r;#*O)tOAn2OWwdGZF~kt>+PBVwwMJwxXX>j{rb-GiSDS7^DQurXrM7+Pcy(rrZl9J_Pr^h8Frm(Of>h>tBI#4+)+ zf>+=n8gt;axfFowUcov+nPxS2-6(dPM{jqj+W5?QJ@Q{X3IXO=1J@&G(Sf}M{?M4p zqO_Es@1{5ZapC9Gqe&&`^qY`byl0;vGxetGq!)ks+py?aiMj}?d;Af0!7I)BZ3#>lE~gSp3Kh(9j%q_}Y*p`z=5bXFF-W=@ z98ZmFbr6>2tBtG#a4i(T;7UEhpAnR~To{abf=}CPV-$!o1b@sy(WuTeCs(&$%-TCl z-n4KlsxInqbYvsB%$ico@4?Mi>|+_0PiY101K2_uFtCHD@$lCmYp%3--A@5IlEjWQ zlX$PNPojJ-WjD!gsf_}Qp=$1yijbJ-+lJ!AMI!lwKb489zzW4B2jbzQcx9=tM4@|y zJ3JTED?I!cKQyQB28%3qM$6geT(1MIc|2K5S*(-PGKx(-wA^TCvWjJnD7?fPn(9LZ znMN&a+%js{=56l{cL?~Nf}?e!Ar`9F^zF{*&gCJej*LH5v_>>W7Iq@+K^jS-!a`G8Ju~fm^5*R3LgP4 z5JccjfqI%@L^p#Z+F_#3reQ{7Xl!-R7#`oG)|ZHU@_%u*!D1S4(HDT=7?fmHi~6hOY>Z7T9b zMK4Lkx*LVYp^G(PAWfKrq;Uy$NapRtd?~-y9-4+R-Z3JnrUFrmn!-ViwIL$p7m+Z- z3M<{$~Uvw-|3($D-y$zw$ z#TiGS72_673U!H})J#;!gH7iDZZe45c+DfXs${O9YfyVf!ri2pVDI=wWXH1dW1Pw# zx2rQ2O=y)^WPGKs>RBBn<;;JPzJ@iEnGE2n!VqusX~~^z04tp!E=@epI*FOBjZ4w3 zbj6x$&TmY_E0n?c<17GgLdt}2ZZRM0CnR+>)m@^wc*p5HLJGWwFk~Id7Be1FCP|`a zkPAyqTP?238|+fg1R|(&HEhTXCtKs|n6zm+7M2rMr5n2{D(!!Ck@;8fj5e>ZjHOsn z>r;1kG=?tYaW4n|TTs{m9aKI)L6u_GQ?-+cQBlU%a{hpsR7+0dNexFL`zDd4YJMPp z5frYJ5-7>@Oszv`p`-(&6R_*7K!G15UZj5#jv2ok=lWdo5LWPAz&X8=0$q zxN?1phgywb;>Ki;+rrAHL#q9br-}k|9R`=)gB990lDM)WR0G>X)+eLD;9-I0Q5u*N zH)!=}JkY*VV+8Rd*YEpuRo$PwV1%NNc<&$EhR5ZA5jXfzGBhB`oqP9WR~ih|imgLY zMjWKq#LxlCw=8FGQY|dXhKjnb9>-i&%GUVJg2dpISJ53^cnx__#K*}uz~zC$dpcEh z-`MN$p=fSRSjuuvi%ply{Y!XCd)aB++@8l2cU;X~srp+j0^-FNv=}GZ`rKK=I)A*1 zXmLObe2_{fOQbSwsEq$DmS6ve84hNx=8(`%ts?fXZpPOggu4boz2wtXb*OeL9hJ+bMfLZp9KtB>=Yb9a~WgqZM)D zhh$FYYs@E_!Ht&hw9}T#hHVaaF7{Vm)P)U7%2MGUi=VD}SR7-J+j}bQ`R?(t@AQ}x zssr^EG_Il)cYbl~MR^BXAXnFoY|hjf4U;aDng$GE26tegTmGO;4i61n*ZDe^0YxbpQM zV3EVMO@%7mHQ|MB8EB)m9M37DRaVmXej@jR+1-Oj>&tddMZ-}!zSFRcYX3DM7x!(6 z7CCKorLA11nltLd!NB3zAeE=ShAGs|nKj*Jhwc&6EK?m**ID%*xEZK*sY5*9Cfc4Y z$5dLgr@}9DQQULkUN}uVMyqXo@8DnApBRe| z@QwbtZF7lZrQOg90ozj#<~OB_j5S@$kFW3p06Yr>p?6rT+Rq1GK|j@+Cb8QoP1_8` zDonsl*9h9^>&vU;vzqZ8#l@wkI-rA3+(!F%^;lW3ZYsuQq@FIyJafFD1Cs-x`QFHyhWG0Z*0!^WP$|eV^Jq1->?Vm4QPUR8$ji`@Dgy9JxhR4RZdVfAOWTJn zwz+Qo;Ps=3a&HoAUw4n&D`ZP5Q4PNMv~a6d6sVn;u$x~h(%XBjlf%yNw{<>&b<2`048jhuDC`zb2l6%~X?R zGzjzYRhp<-1zcX_KOw26lwVG<*F3Q;6_$&a-FQkLL)`(AX{k`wI;(f|-3C zrvQpW0JmtIt=XC@!l+u-EpvPvEyw}F;W&Glu3!1!2}o;|SpB;y0li&!_mgOzr_?=K zQ7R5W24J#WflkPA3wRZG*_mNc@t;oG&wnDi=(N8jykV$;^Iun(>1AH)=5#@+)1=l7T5DB_|_YilVg1aN7iQf=}6a(P(kE)~X_Y}Nc+lc&Qr`V?!dRavac`Nz3=uwiH? zJ-m{6H3zBJ(TB2be>lt0!CA%y@EZGwjhM*uP2`G~hj=_jsono2yR?!G;wd`KdoxQV zkHt!-HzO-*`m^iUIfXEM)T(_rKTm3|6xt@Cb3bE}Lm4YjN6>d}md6&~M7!s{(WZH1 z4H_IECZ`|y-0Kn&%HkZeVvXvY5tVdbY2&H13jQ9KJ)$!G-BGVdi#D(LXS1l+w?m6! zTi3ck|JdllIF%W>+c{#{cBSC-e`>EAn^A*g50e1ywWWEU8QX^1N=OEyn`83{9I8|^ zcV&&CR%@_VVV#Ge$|XJ|}Thh6l1qCK?(o%90UvP^K=pF@9Al1TcuW>Frdm7)|TSq@Xxsl{D|e%y@W;^tg8fP4O;o!>*DS)r_hGmE1NaBN+%Yy1E8olkYbDDwgn{A zfM;e&U;SPp=qyzrdiJoMUw6m`H*wSW(TKa#XFpqtFwjyz|5lnI+sYUsdIUoY@%& zVgAM}q!lX?x3kJyu2Q*qvhreSXA0+}7KK9ul{({wYfCv%OYFypK?`p3md|zRVSrfs znqc1Izt3w09HstaPQT2vnx0;B9sL$-e_Zu@si8u(+k;=+>X4OvmYdvfuqVk`4)UbN zfmLO{A6u@o?fuQRB%Rz;ywc_(lg^BabJi&ZOgd_>3W6O;h#pp0x2f%#9xCh#nb zU#?Ne-KtkZWj&0Epgue07O5$$UY)Sgbf1oM<~5ClyhKX1yFUDt3VQe*pS{|>CFnjd z%aT({&U`TzY=I!DJPs-(LPVb@0x~QvpSleGcFNf0u@qKM(#R8)<*ke__ERVd$5;%t zU>zA&Q?Z-S@BY>J=z`>Q?IhMxay7eP*yK&D*46v`^I_KBxRjyRft<43Vu)ikI7F$* z+$k7W1A>eG!M@!zz-X2v-p(@#lBK4`I}2Ldl)MfyF16(k-&6UVgE*9vNw^D!>AB*) zsSoLr1x63vp2e;!uGh@!no8jOTiXBng)Q>fd^JyW>S#XiyK&j8><;-s8%57NKSX2^ za_pC_q>}<5-Uk9_t51&dV{)a<)sPi^v)VcX|MkAGjfw8?U|5o&!^L|i>?o{{ahTSZ zGSL|6+9|5EUTnvYM;&>Jmv1Vx=1XsQDa}uMPNJM< z6kCKVp>`x&y_doe5=(ZGdWmX0%{qjH#6@CQd#bKO9wBCPB3L}V= zmnHs%9;%e6O;rI>XM`11cDqW9IQFoz# zm(nM;IJYc~IT@&?=`Tt{)uTL5mwD&?QuDJ=dqRw|h|_HCEo*3##LXAyp;^YMmP!{A4N{D}TA%%!eIQ*@EMpDs(cZ#4F7;F~qO{9!SsAbAAI<4YwGHKS zgI_~`6sA`Po$7@x)mSk+4z5R|&8ScJ%?Q>4QZl|IWC z>M5Bn<7aFrJFYDKGnBwCU*f*T73ZGzAMV`jrn@3;6s6ppyDgjysx8x&z->}lI_KGovTTOK^t6ost}J=fs=rLdZSb$ zD)#JN<;aqboSpGQBXA#}91fh$x5<<8igq{pKxwEq?K|Qk3_#xjj!)jFrr4Gfgk`b` zISD6aN>L<(rDs&gPdFpjlGWNwKFG<12}NQ7Ocm4Vz^913Bfj&t{A7z_1!aJr3OPz0 zvLjYX8aJDdijqSAr6XJ%43E5LU6ZIX#2-GL*gVv$Y^wla?tz}t*4OGkn2}wwj&Yt{ zJPX@A*b@euX_8P{7MX%mKr?0RBWVr`gkulJPQR~E8`oM(KSH6Z5DbDE61ve%|Ew&J zx;>UNXB=fz#cjhce!o2FtwN~;Yylg(vyr5Ds=OJoC)X*y5xvWEG))eh;pFOWvQy%_8qH%1MlVp*h>00lIi@b-Td=zX{ws+Q^;u$ zfd9<2vZ_9AgU^m**#NdI=Xi1yqf0RgP}`E@J^1KO%LX zV9SYXg51wB5;9ph*#6vb9JWQ4%{4vnHbf)IoO_+8=3ed0eQ#Gw$op4Mf0(~BA(@rF z=F3(QQaDN?a!evCDBXdebLqIlaczrl#l@VfwRYQd#L{k(s?SK()lSE(>(#eva-Y=@ei+>A5F7YY)L0 zg^0^gRcNUQFFrkh*Hah#LC!x>)SZ8qo;cw`v!EpSsvE2A@TAl%j(@#340E!2fTWNX zQ%BPTSLs$)Hf`LBBdjXW6jZtoaxBlg8})D3jpewhDYn+02CT1;#pP8IMwAuOwhm4$ zSGqAkzlr^xci}OQ&FRa%QE>@wHY_cEJ+BS9HwJ~A10tID$^!dXiYE=E? zkcGsqt&KuQ_J<(~q&Rk%Sbvt*>BZxDv%BtnALLNOGTYkO`Sb*@^LE6Bkj_MZYSux+ z&t$OmxxQ_JrE+_zit?Xce|?&_UBRG3S>hA@;h}g2s?-UNt@*NFRF?2ETdHFgk#h#h zTG4`o_+Ur~{XE*b zh;Y!t4?Ig4z~8EKYVxt)>l_#k0-1i9TJ>(K^3Wmj5P)QLdbRsihh_hw$P^~S`sfo- za`Xu$6%F`sCa0Ie{k8oyYXBREMkd4m;@sk^Wf!wHIO*xqEf7qi(TBvWX7(3Rg}7a( z3M))EbtiB5F|5?KOqx)z&%oHf;;03~)Sx`ay+Zz}CpW^9){?U7|I)H<-LFm7@$$I4 z5UND-lKYR~4)v8lfsU5+0I|;5BDN6c6crw;M^II%i?zb~oSYod@#qXNdVYU)w{R8l zk5}7)(&!A#?Y6&Li_)&SqWnI86kX{CB%VEMPz6xz8m08$$yRpjY+AN9ZkV7oq0#gb znuAnmo|A|%fbE5=<@7;L;m>AK4LJWpZ>^6v!}uN%?ZVRi^lU|=W~3J`e}&+(1%b@J zqiJ}NX?i#<{)_Rl_Ajf)#93|e_yh-_U$iR}40g!5C^|AqnokrATX zP?L9wV);Q}(|-CJB{%%(_N)i*=||q1-mL7LAKUhqdPG6c?31_x)%w$gOB+UnDK>C- z8DRSjUHPV-I##DU-uk*ys)LNjT6H(j+;2`f|S= zP%GIvhOR!Y{JTB7-in&>vf5`8B-1GmUxT^b{AgT;upp1}D=bgd5#hjeO=dt%dweC3 ziTxXYn#%w~U(G;nP~M(vBMDy`q@(hGHz3`>0nvKF;8B6Sx#m*m`>%2HqPM6pM_=WU+K&R}GZXX>}B%T-IW=PevEpvuj)aXQ)2 zoj)d;y>?P*t0zFzCSui|+JvBExl=x&y}$H{DpN+><#Dy+)XnYqxvj>V0n!^?y5p6YcT4SveT5%J_2(VSqXOu7UA5Tg#IQMUS;(QP{nIqd;dj(B2))S1^A>e zw6)kfQ^-G#hg{9LKa{*dLEkW=q+c@n5+~bJC+gNb_2S9a0?pWc^(WvCJy@v8m_mvi zBf)2IrCzB7Hzh^g@$iE!jJlK4$t^0)QMpMJOLozP>TA~uJxHn?{zB>FhHB@u8XsSj zNAgh>>5o0iuE-T{Jug-hjB4Z_(;23JvOG0jCR&VO3s5Fh7WQAPrv!#OO6Q*0eqQi6 zH~BbC5cCTvw_**w(6_7xdLnTa*4=ZV41DyyUz2Cj6pu^{8PtLn{ECnp*pDulsnM#Y zN(E@pmF8;hos}rFHD>A1{MV+_x@t}{ZT&SIw!8^Yw(VhBcC&Sp&5wUxs3j*$Y)0>& z%0<6P4({~|tYjZ}COWfvJ+n3zb8|bwd$w`U?#l0;WDOpuE~oJy1?gJ)@D{iZjgX)0 zK8R5LJTT_axDSU(|7+wZv;&q}wes?s{)2A_yH)4r@{}7U4gyfyo!5OlTzng$+cw@C z@3l_JaM@$zkCTi7%W|DPvvKa}%_VYGnRMbVN2~Vjy88vQsF&V-Gg(Um(y|sa$VtHOuP}582ul3E2^ke` z-a{xMsV^orhfWzpp_a5H0$MJQINpf^zf6t4eB)n^KHY1rI?5~=SQ~#-QwTh&v`q5Y z%Ht&-Ml~gS&Z^R?#RHhGchAs!MRZcSPGQxhut~DzkbXw=LZZ)W9vhryn?uVYe8Ba_ zLp*jpRu4-*SoHfve6;NhxD2bgecJ{{YZxO5$aP+P`4e|0GHGjG`o8Kj&){5Z-1lv0 zDyA}zvpvMHz-c$BreOKFE4?N^lj!}H#VZT8aeQVjjxj;NY+xd!8?>_{trdQUe03M!>@pF&d|IfdAU7Ggl{DfyMfo-M{pJi_&gMUPgS`VH~WjUmd z$O2W?vy&x8yIIfrW9o|K(K%W#e}LcMNDBK-vYKu+jWHuE2(RR1zX!dZ+H>N0NnQ~p z-Eevy@-~?Eg6#V3%*GB6=5KpxSbQ^4s~&e#g~~v^3ENk|I}If-wwLG46QSX|y3MP^ zqF*!D&z#!!e~Wt6n5M3ZA2)~1-1$AfnE%S=yO}?${6dz6H12Sx=H272?P83`N30Xl zGTixiezKZTo`r1d$&kcQG|*JmaeIF@R%LUSb{X6>y?*X_x1eM1HP~y%=HkQciSG0x zvzM1R2$aj+NYN{W=m$+iw9XF{-k9FZy~&e?MI~O7RolAU{GKd06Dd}jCOPWG-8M@j z3#4rx*aX+z0-K#zet>DkD>o%8J-M}cZ0J#Zv~P#b9xpe;c`_a=^9Pz33T1hTD+vdJ zzZP8BH@m~|5uBne_pdARw`Dke84p%^u$VVQhXmU?i@5Qp^PCpr;_48W*l-YbK3H+O zd~KvQ+vr_hRD8KVlW<6|o)BmQ7zfA&I}U^zC!GIu;@>+xJnJWf7lpaOflwAY z=Cgv!+BIYPAKmf)%IOmkoa#5nx@4j5M~zIiPi-%6E0JD>m+fUdD7;sR%!ZirWFlsEJeVPzqB?58DNDoDfuDdLTc*8|4_r?f^)Q^6vH}S# zRe0A_gQ^&;Q>e&?xUNtQ4EEpB=Hw|{Pcc@`k5h>$TMj$y&;Id?77J&>@^Jkr=KGVV42iGU(451rOPMI9p#93mIAEjv{IBhlx!@!I5 z7qf^n?U5?-DzfcL2nZvwXwIkm2s==DzvJjFqUiHvb7LNoz0QUV*jC+3X_K**Tk8jXGqxEoa7k#ualy%0~=4C!Yd)gquW5c^- zufkWJiMsDWW;&4PpeXh*m8cPK6ARo{;1cArz4x29KE0Cg^5#wTH4D3ZYxRB>1KZF$ znHQDqZEvYnId$XVlOx!^bv%lrRwW@9(PH`O^w?D)a#Aqa2JZ>$zN0dX;=+0L zd)3SdHnFFxOE_KZ5q9rwlR7@23Ady3V|%#WH~kfZqA!O6JDHj z;GscEppEO8T&K_Le3HP+>2BwiM(67`@s`Hx+5ccH%dhaxQy_}}CqBdRjq%(6QZe5c zl-=x%zcI+`oBq$IgRu?p+kcpx;x`5%TN~h8==hC|^M8L(GCq^?dv-E%3Vh28MRN z+>HBt^&uKKmwJ61_jxROBYS*gZxdcmiM<1#D13gtMiYY0OvgJNPJH$*j@AL4FVC-M z0x$bMcfqfZS+AF`*K(aN+nskwT?Ki4P7;7&f9ZURv3RTt(5)#Hm_9#x zAZ<7^J!k^FM4ZeEtU15b{av>4A%Z@+9Jjly*w5O9dPMRm1TH_12dxWSX5GKE5&C4J zpWK+XoZBvhW!<)JUN&xLAqYUu$CoB;2v06d2b(fBEcG}J(5p$kI$t$VYjd7GU9=Cc zo&%g8SWJ6H%+_7)8*>qa#j z@1iXw*?azTI+?pE2o*k&CaZ}s4GeL(WB_}wIG2FESDpE1 zp4(1lW}br}@N7g-5czG9rMPq8GGFPr^X2Zj*!KAgAM1;2+uE}|kS!DPLe1G>)CNxk z+H<=b5O^8a^;up21AiHMdluB<&DU{x^ny4Bi=5eiO%gCb{OwndzP*6xtsxw$yT~A^ zV_nMItI2>7(GY#xCnMwa(PVm~y+_=%{jg)ObD_{phxQu6#?-K|JFM)t22KUQe-o*f^fw zzx*$0fH-pC@pj^F``rE28()t1Z6Jn?rd>N9agq=pc_;F|p6(aIw*{YleR22P$MGR! zeH!NL?J@**DZ)451(WGu9K=%JgtCui+dT`ikDZB^#jfruoTQkvd#F}U^z+eVBAAl3 zB;3-bQjbZB*vRA!JQsV?c>GlfusPwww8Nri{BCvt)C@dOK)^bMUZC(=({J%tq3JFs z+$72{Q>$eeYiW`J{VHc&WhKJDO*T#o0`v8QL|r-SF`{x7*H%+%@?=0;&(gC&o`(t& z&AeN{5TR#p^2g9lhS=4E%OCSuK(Bzm@W&{IXb&_TjavOGu|cPNreEtN_xhakReT?$ zj{Bdf)~i_SKSFej4HQngOO-LRJZ85bU)C`K8J;sS%!-F0bnpUUE5v`Mf%MN#%btAK zru>HrF)tm~+6BAbE9^2Ao}CVPyT48;7Bp5NkB_`6Q?7%CrTOQ~OWWtb%b_BCTaH(z zhAvlH-^aKC%TV4-SKjq!EJWFlylbB$Q6G8F@|MgKK8_c5=UH_6gTQ>-^+8Sd-Y^XH zAlam^Fa&29K#qA>_MVw%o|(Nrvu7XVfV+r<9_MrmDPE|Y+uk?8 zdSZ(Uc1Pn@KpWzogX1->-N`}t>K1{3^0Gd^d-1k&oXD^Mw=l#Tbt1V^c@G%py53RP z`|qt92B;Fx+tLr@xBZX(s}?d)xSfs9aE&I{&rn{<-T7O1J3spOs29)6+;sT|Pa?mQ z3jRx#{IidC>-Le>w{l^}B zlzfKR;KvwH=niftr$d$=;y++kjE!uKJg2+vs%W@ID^+-h8zN{uuwf6X1;6?Q%V!LfKA`C`*BwE$-9GfqfKOEVv}@(09Cp%pXKH zAmoDt8UE`XgAcz22a?xrq=!Kaj1H?bs=;$CK;R@?(5X}{5M*S8DXzj${b$K z(SVUA$n!epYu=&h1N)%f#B;Y>-VjgNSSe$i;lYij1t%=OF1FwQZl zwr>;9ksV%$Js2K@d{&q7ZzlbkUen;w!_cDVoTI#5P|_o%0k5sI6jSFV1H5wgN!OU+ zt&dysV?_B>LG@2OsAfXL$tbxQ*Onp8Ew+LvE*C`#xL)FynbGp$6e4K02(Jd=7b1~7 zlO%*)GfHzqd~aS1Kj0oWhPp7pBW;&-^dwjUGenrTWeyWCb{(n(xSXV!O9?? z9vJQO5cT`L#fj{MY|nhC1Pt4=hedMPaRZ-{BJZT~nqabKgoFfp-Qk14U4{xX&+g0W-%8JvI3Yh1E+ z(VbfXci|cFC37zyIuP_vy;toxt;cE^NF?s=lYI5l+D%yp`@NJuc+X!x_Hi(ChFr&4+KVh7-^(-#@beM{B;t z&(wL4$eu-}RQMF)!%DlEYXm(v`hTcMn)2468QzdC51j(9B{9ii!Ajs+KIbk?XqLX-_6lL%j3_w)E40`>L>EUTpYQDe1GAN_OGCl|U zyMlp0du;naBDRC0dHeTLV{GOJH6UAJwhHvpIE7_7LH%ZcTkLg(SFP|wuW%U2>sn*v z;o8dgv=eH<{Z8MD;}j#*E=)X@atQ(fTjc2Hs>XDtTD$Mk7&`UsB#oAE`$kM# zo4}4PnZz|X#d4^A_T>tpP%M7Y{TGbt_ti(qecot|uo050+CG~3#JNK``0nfUuU81o zB~m5O(C5e{?--8~51=STm`DwcW9+hn2rm9dEU5~h2MPOkPFc=)QH`M<8#|Xn3$s^FNrc1_0DSVn1>lL zU*<20c#kPQPW2#)jEIw!MQrc zsI$lT%;S#uFdlTzy+0$4$KU$GKjQ-)8MYmL6GH`8lkB3ulIq`tTd0iHfQM(VO>R^* zT*?KT({#m%MNJ7&)}(E=*UjY#Ai9OL+{dJLStW{}R9wEy_x1n`5ydAca#kQ<1!6o0 zr<)*X!st=V9VJ(rdQ+{(GRKq$j*Py`^rqQBy|i4*Z1a#C)^2Z$a^KPfjF0tA3*=)W zTpy&DuXhi61z&Lztn9U7B|-{bp=fF|H)4p`VSgd~q8 zX#n%0+msa@!V5U_aEM*s#D$z@iWOS;X{;JB!VC!bv_r+$9~;o)Y{=eu>x6>j_2I|m zSaE9h_m#ejS$Bml(K`L6aMznM8MfAa1?}X-hx>L}7qo`P(6y^XAaVBv$JM--4#qQX zc=(K!{ruyOA=fjeP3{cuyLjCrFZarf!g<&;cAzo?2cE z3E%o0^s5}GuG6=;uuJZBqXCY>S{U{ez*f`_i+oRG{bma?BxFq^ObPfgV|#brDl{*P z>Yu_wS=XX%NS1bi&OhS!M|nfwyw72v6j!JNO1cVT{^$8q4MG#6VPA>)n$DdBW52YA zl6$hlEDHVvIYwNUr-b)e#UTR)L-!N*z`UHna+g`>h3B=apZdyF-E~~_1F6tAEY~$h zZcOU9$_@`&pZSY5}E4g=ZF~oX6RzQgswL+3MPa6xmLoSyZTVDW%d(dbvsyJeH*@boOV1T z`{zi>eFw$KkxCmuY1smcIiWGEaK>$L8i5n5YBk?-gGa*#Wtr}~ci4sAcE{9l$4o4W z-f$^lT#Yako>iH(R0_6W}by0tFJDdBKZ2oH@Fo(OWoUKZA6Q+ z-gW$`L?!19M$~yAIG)=2RQzC3!#p0k@j*_lz9o^A0kYLja^M1cE%SYtoBaM{AKw08 zAxI3#a_gT@(Q;98n|85<1REU8Y@P_gK~BVVC*$|}CEv+(i-O`lp?TSue=zLW=- zB4$CJ`+FJ(Fd}_mQIZ~G_R|PUNe}jA8!dfd655VQ9&C^p{Gzmu|Jy56Ab+ah(*Jy^ z9Ewz!#0fhwLEmX6%?JsXEoCQ16+VQnQGZW^NkeJ4S{nJl&kYG@_Ex#LW90gcrv^AO z#9ZfEKas*j+eIg|mNA_0d%Fm~5a5-0Q>BcFcJ43Kl^M%!+*{|i3A!6*_jtaBcUpN4 zDb2WrshsSnVi>mxiec<~k2D8|vRd7M=g=?yc>=pE=a=4gCzG{Z?ssLnsT%{ugIF%D zXjbH&Cmk#5g*%TYK2Kk80V|PS+|`>#p;CBfV^&nESL7lhhd|khf?*Dy6Yo0p-KHo| zwryEYt$wU000b3~9%8fbj=B*$vY}zMRk$mnk7SK&j4CSAk#7mh_F=FNeQBnY1zSzB zvttoqehi~#Xf(K^k(c$gmRN_r5I<-z>;wCvLqLK z`s_iZ^f2C`}=MwRBCe~3t!=tqg`-zK^o}>R^SCl;ujh_9o^Qx~t zlHcnW18%Vo)axDOU|K~mVj6uGN7V?W*uh_%)@^>za+1wxN^=5bMNJh2Od!%^RigW5 z`Zna7ps+OpQKd5ViYFNM3&Hh2#50rpk&iv(z7L}|gWs5uj#DH%Tv9xIbz5(dWq#if zW+codWP5(rYd}vJ4W&2SBH80DZA~zl@{|G}iG6%TzP!jUOm#mTEDJ}eP=K~N7G$eu zY=AOm8?z4bL~M(PTHD@HT@jZ=O%;kFVmtq69yBD&w}UcFa|CBxLJeLEeA!OB4 zh4KdU_dpetHN*u(yop?MlKY8{n}*PG{&bgH@4D=4fNu2Fe*Gr zK~g^`z$PXb?kde}qha68u+nB2JEN3+GXZWTlw%+)Gy5U~v&>P#bQLAbJ=*D#r@1iF z8L}d&C!SF%!5mB-CpdtBq`-30W`ijn5Flv?h8_-%CXF44Ac~MiN7;mTtH*Te+}JLx z=Bi8*%ZLQIaAg*ifaC9xGXa*@-a^&@c5u_%ndXKLU8JYzxn1FaFSl397ylvtq1-2m zZnbJn>(&WrPUb%D?)$9wR;0vUKAEgf;bmwHk_jkfRvfM~0_3C_`eXG#JrU;C<++C| zh8QH524s0Y6S3H`Xh-*zWEXfKkOar`k5oCE<>rj{zY>-X z^>v0pF;R^`f30?2*pjfPZ4DFSnh|v=aTM97_m_R$9*cJ!ni`-0d8ostlsm&+Q&Sf1 z9P8H|T zpN$e}{16`@$s85z0Miel!<*=OQ;BdAbeIWY}eWHsR@B7@I|U3RC30xt^6j3@HoTWJb+L-4p6N$D1P0oWAt z7g+d>ycU1YbSrVCJ0k&cq#H$!r*JOjWv4@I(YcS8)k?9qPs9eu$QEatpx`z0i+P;Co)i#&_^5t8k1p(N-pkC}fPc7YZng z_I6QB?9IjIM8Ya;q+)q#43>r1@3F zTux60IUy5YM%fI7$?g-%G)@&YfTe!k>`<;%DF6wld=+z{l=!YQiDB3;AK!=oM74yt zHbV9To5yRAd|q=E=L%ti7xFE;Yy2lxiK$;U$2^(7slG%E_b5yzSf=t`P-&6Ab$%Pa zzChad5&PCeP)oR6cCe70-X@dNQ?$F6V+<1>Ie5^=nH8cGBpsJ0rbhv@1QdaI?l9bV zYXw7!i&!W3utt5s_zixAXGB#@doGT$P`I_Up}x|D*{S8gqgpr<^CTPV%O94XqCb7| z;YIFuG;+C~(?H0lK#BikD!5_06MKD!xndNhO&bE4S4%!;9yLBq2v3}O2=tWsK*0+I zM|w#rqf+<@BWhfi7)n!N%VQ2d%7e=I@U?_}e8Hblcc!o;?Yp9nF8{vWAtfhxk!!G+ z`=SFT%l0;SNBu5_y>D&dnrl`Jq4&6zI;eBQfEz-%~AT=tsCYeb^-jY!#`3|R~7ifh-+La`{&LLz0 zn{Iey_dS0b;cgB(pNK?OGUjZyAUWb58Y1r`DGrN$&wgGKl6aJZQxZCQM;22HmU6y; zn%t1!QJ2CS!XOLHuPa;m;CpaAxH=3l>3XCoI zEjZX3z;pW}(GLap9)z?G>SL&LB5*H=cW{b>XN1t8C{bPm?^u4DC-egEm>804LYVEI z!_DhH5{L5eoA4f-OkAj8-bkvE<#RIhlHCz#C%^XYaVr#uCx==VW>&v^FU0%cglg8? z_F-090926uc@`=w$d(vcSUptfZC3iBBp-%{!7CvR4<<>DhRIkjSxL2X#=YG7NWTh6 z0t~4BQPEQ((-~K;0U@?tNvI^&LD6$x2@V-~)^S^4IQab_ChVYtww`$h`ghhS1VMUP z%rJclkGWN6`fnT!StP=ya%J4J4nOdKp5j zDE0+FLgol?vCLb=418JEJtc2Q#Orp>!Dcaq1Z$lO#T1fg{uxoo}aDnDCZ z)sQgmYakJ1lAp6X;o13?9h8y?p{xEeI+)fx&$y#Bhk)pHx<`qV-iU3u>a)9r2zo$i z{vuw?QcLJkI8C~<%W?9&)R(#EkG!}#1~UT6z9&dl;D2A zBzZbP2*k^z+@jB0)cjKe%)kxW(x8RL0WFH8K)k@)lLtB~Q-oDPvkO<^7f0(&t(*zY zdfc2lT#+I+de(6TCu&xjxt*|RbosmeI0`}#}eYo6vH>fm_!=5q%nD3WK&D#yu; zTd@&3k2!W(%__a~b-6T7GBW4Ljes0r-+E8^<(`>;gXmkhv zJ_SkMQor{G+_Oa+Q7r#N1-{>NQv`SDA%Jj+>YC&JU|5i>1il~_HAX!=9qw8@@a_eT zdi|X@QCzL3@W)D7&`DZe&>b_|TqAg~xwIyGDft|g9UG;3pZGX-G>jb12%DK&>|1J# zC9ZOkfBzK9UA(LT^AxGZX=vOi;#o@3+#YB`fiE!csCLXJ{VXFwJPo*QAc)D{-d^~- z^qbCwY}C=#dmuPF&C6p(Kd-9qHBi$})VTilluV;!@5B25=mY)W!8u9`MpD zBV}j{3J*gYd|r?^eA{M95e{+V(13L)DnI*(hVd7TF!8}`f%0|4;f~ILm;@5R*hA`y(LSuT&#)8ics4&yUbti_ znQui-^bu97W5{#|#rjVZY!nCQJZ1ymy1~C6xnDcdN;*3fv*C)jyTdeg z4L!xKnvpb`R3M?1jYC-MCY87Ve_jf=ArAqkk^8e+Z0l%xR$2%_=Mt*OO+*S%feN~3 z0ncV_{$)a8K%|n6jno89ijtE8LWC{cfKWWO3&m=$w+$z8-foS2n|Dwaj&oF z0tL5mLS+@6LZuI}5H|=u={)6tbEI7|PA-@ViHW`!;w4}vCB*XwBeHVYoG^ipq>Qr8myuafdwLae z$%I?bI$V-Csd4cV3o?>c@pb5+E44Z}l{Ygc-5t&?nYB_1USsUf{j&rR*lF=25j<20 z@Kq94W7H>xBVEM!KIU~!S@l)Fh5gMF3Vbq6Tr=`-`rs?}MF?4DiBVJKBiXr*GQwqP zC2>Pf;i%e$9rm?Bkax03-|e%Lvf?=wzh@_%Gdg93z-;keU&*m7IaQmA^?)xCK5Grx zCrfr;)!)E@dc6-F^^Zd82sD@6B+Z6z(HF*j+c~&_?+;KJjO?KhE!;Jsvt~rS6)g?| zSxsiMHD^wZ#TSv=rEJYca>1O|+qsxegjLTE+gb#TLpFa$hbX%SMUYIQblNX*Kn+_` z@~_}qa!e=}PG*Jm{W|(phYfd{gB<{7Y(a_hV3kCBECDVR6~+$O5E+@&`;Fk88x%pi z%o1BcTR*Uh`fU~yB=e6f2O6Z7ht8y0_I-Ow`5>7DYG({yJ*m=IOuezv@f*ov!c};t z>T+rvqUQ|Rsv9IX><@of4;?cosm0QPKGRfGq>LW9thm`>d#4;H)b0JI?ZHGL!Ev9t zu+AsK`F7=g@Bpcc5Fwxx~VT)fJ6g0wps``)SN4IiGKk7_W`%Snc zRk&ht44LS{vB2c)K`m|Z4la`^nbaHSvaPsEYW1|CcCpM_x<7zgM!2gd@dX5e>Q{D> ziaGdUXBGsCEuU9z@`}JxXq%7UADCBG9*=J=%J$%hF}OyvY;Zcl5Il(5%d;i2hMkPh z6spaAS2EGB$g3PE*#d*&^o6OA&JHa} zHV}1GH&gCUAr~%wS0hMH5;1IfOj+bfhf!@blHT@7oj#RoN!pwk?^BNZ3TEoXLllI4())hpY3u`?H~_|hB$x>f!4+Iq8>T<5dq0FKY^ zD=~PJU+mh}SJ2;tEdZunXD637n0=tbi@a^~IwP8xsC{}1#UDcT(s_ZzPDv(%Xl8vi zf;Bx8(>QoVJC-Ydu|I=Pe_l70D^(HnlSOvRTHhV@M^>|TTFY-BdHdCQi_1N0MFRdr z;S?$4!n$%C>QXJXPc-TS-!W0+q*%eH-B+@E#mp^qAzi8$UB0*ekVbKbt)_KDRjeKB zw{=_tv@sN0B3vEWZfvM&gX%F_#9vW=7VomS%vfaEjeId!$Qdf=CMT8SD`mp=s!|V= z-8$@15XEd`D=?#3HhYg2$846(g`;o(bNzAuMMOKKR!$2L>`(M@_W~nfTx4o`O8F{X z)Jb|A5GbYA2b*3dfT!Vf1XiMPdz92kyCg-$ZZO~SLLW@kvfcE35}8fw+1kR>Yf9!s zb0G7GSE8Ml;T_RXwb>* ziox~J0uwaxH$f*YdNQ&jeS2f_mdU8=ffeODpgya$V{UdqwCydt00M0?Mv-&x2Cab&tWN8rkO{91W(Xv`%RnsjB4VHhiQ3 zD;;9~t+}!*J*M41ade5T68ZbG(QHe(^@n!aTvNzXOFHF@CqnPR(4fNuMwA$XL{Yy% z{64pwd35~9k3x|m7Nbd)8e_OR;{{eZ;qkrIz$rKeHjR603oSnKpAJ=r?|`cJpf^n$ zsIRaacuXx>p+(T5Il%|?k=!HH)46)zzRwIzHTe#h(GvIF;Z0V+>fw8A8tC>dg@PN=A;HaFwco zREDm4dr(nd4>T)6NtZP`CuiAwr+}Mz@@)@uN*TcUxI=xXdkF&VXvj#6n;6DLcCsB5 zjULk=6Fjo-NJUJxl<;qt!BJs3Sc`b;){Yg}Dy`jeG9Os7Uey?KB&sHsag@Bmklel+RE^<*;rVOyU#xcp6^v(HJqdB zS9ud>ZG+E8WPa~U_NaU~B-G+kMn=}d5jr3941w{vtt)uvnCtIbj(xX!bx9dQa*%w{ zq{5~C|11o74Q1loPb$&Kw^seTMqweVfxr}T)0*(l07mR*rUWqD(P_@X0yI?D)R7}E znWSnoxVn?IdyItr{nbQ8M$Al_+l(^nk1Y2a;36-TcExchN)V~|=4+xVpMWmbiMU@1 z(s+F5rgXdKBt;x;G9Y3b3I$;BEHG9hBz=qkgIbUK4ft!F(c%`CwuxpI`mX3p3B{}3 zx;QEhr|%YQKcnzxzJPB8wb-6k!(GH~k3M=TYp#hQTh^-ncx|B>_=vn{PG<5B3PilF zNT4bD5}lCN4hJ6$)|GGfTxd4S{0Xuc`}!o zzFYO~|p- zRnP7;Jw_7rVw2q)|L449tDnij1k~dL6h%PpwuB zLNxO)7Pw-i5LbB-6nOLPAKd7j5p5Uh z=rQCtFK|>|X{BORXdE-q$cm%={t!N4uUR}l+JI4%*xu=y^~YJ-yV~j<5%o*1-M3vA z0Lx}9oo>JNudm-#HWYpPyxDnle_pSIJR)bS!zChRS7PSwaV`K;Xg_Lkn`%g*sM2iq zC6nfrt%)|5xkebZcq~)QZC5IUcV^7y0b}AfBhu#MV4C*uoXP|?(( zN?lMJ=>^VObF7IxHD(9m3vGW%^TFNsI}IeHO`a76PQ)_t-b92?&}sEtbtC*=CtG4g zQiP#AvgGax07{jn?XzVwCa7@&2J)a9>Q>`{GNWy^a@mi6nLHEck3^K-j^HORlq+s< zi|7pufRZIhQy5N>5tH?n(`?uNjc)MUD9E?3V#&dJc#H1;o}zzw95HL#wmjdS)JrZj zevvLhRb5vcW>5dYWQS-F|8wzpQWwBUMigba0=ugb-Gh5eCen(|R(9I^?-=|2UsdW6 z#a6CHFDd|Rp_y-^d_6XXN&SGszsDY;LG%g*mqF60?5WF$91(rFqavLE&FOD+hA@5Oiy{6Ux7f-gA_p z#agQW@4&E@9c_XN{~6^ShR(ZsIGv86`^(+e3k*4D4Dz6Q;hW&DE(Mv4G6S_j1+7Y* zsq}XVp4!pedG5$(&AI>z&prCe-}6mSDqoGQ>PZ4~^=Y5AaY@%5!LOIEGXcPL7qRc6yiU{L9W2b_uSHNOfHe@QB1n_iXn|O8EGU*_^Tu zUl}0(;Z?v(naFF3R-MZL{0j)y}_7MtfAP%@H;%2Ee&zI}UIas6LMR(v_mppiH1ezzM7g2)2)V-|<;Oz*A`Yqk8m+Oe@z#LE(?Q5`$D@x0KxiLe<3JKTdw#L-CN3FB$V74wbo&)~}QKN?AQ~4Lz(m z%}RI_-Fl|Jg8!+uR^}!&$nH-Wkv0#LpmrM1=CfAj3$8XKj?^Re?OoSvLkyG=MA(Is z%Dks+$UkFQinX!I>#oVtF8xS2hG*=u{iRsGJ9-sLvFp?4s5}73ng^EM=70(IJ^Hk0 zk|lJRIbg#FtjBD=be+eV16s)D$NKWgRG1Y#aaRhpGjJpoc*<$m&A-MHj8ZH4N{QQm zC-lD-3YE%na!HXdThBBcM||yH@>s88e=Q4wXE@x@y<>RM3*}*#sk?m)HXPSZ3ZdU} zmVG|o+0F2&#(|*G4wB8Df8_;XMm$*!lqv*v3_&`i5hK&#soKC@9C=N|6f8>Yd?T?> ze}8HbW=PyaecbD9>`s8)5kroLm^jURFn!%*^o`9s^V2~J=8v3h(+Nr@O?dtu;9u9m z4*27Hch>V!z|ow)3n8jpTSD5+aNhG?s{6TC&5{t4<&wq4~FN_4r=Z>Qq*jv>E zWtvZf9KVX=Rqeg}fMb0`q6v`0ncbDnhz7`&UQ!!yGoqGm-=owCSXLUeGEvD*o|Fo2 zaP!qROza8TSMcQA!h6yW0JE#AXM0MKp``m7t^xnc{fVxKh4Xl3LIf z77fkc%nse1Y-^y%QHt#-R~#;6`A8jZqJ7YyO;Yl8>F6_7?r(Oyq;~u z>gvJUf%c!?=6gz21+&yET`2ssl45zj9-$5|e$E+tnzcFdEuDOw>Yg?5Sl; zB3n`lPc-JMH%UJc7_O~90kwQtc8`h33K*J_HC(EktxWDxffQrtgn-c;E!H~EV10Bq zW3g13#tA2nfwdx9GOC*vHguhb`@_|xLbik7@BdTTCYJA{LcX=}YoSJ@mS*h*Cdvj!;fPW8BrWn_Ab4u!zw1umK{-qX~lem^KoZWm`Tm`xd0tw zUa0f3I_irABx;vv>#FT4CMk6=9ce|`|qmhi48anIc>&a+rEnhH98C+4xYqK0J4V|Qg6sxRJ$H`TYWDQnxC zS^G`|Mk_Lvq9M3wYrbAG+LdovrU9l@R~K;(pN6u}4t}Ehf?B!7ImY(rY=bI1K(e=h zu<<~5jcn1~f|TXB+1P+usiRr~rN^KQs~=;=5Jft*v>!foPy(#;4vuhygJ>rZzCGKn z@7Io&a6b#9if92olUF9*drvgH+hxtu_})FIuFQK5I}K2{)|l3_x_{nnydtLLOM)$x z(`+NVbzeF(4!GX<(W`fUWbnTFTwD#u?kUD1wTjs)t`}UXea^d~12%hs#+B!@PiLRz zUZy^&$Kcia{$sSSkx+KnwlQ!r{M*>c-OB}6-hT6g)PRp(DD45{JD9V@88ED-`Sq9`MnSKo=hh8OrXx2v zP#igXXwsV=^i3Xv^TPZsHjYvX84HifZE)jHV6|h8^he4K z$;CRpE$ue(07dqWX}{UWc*-o849FJ>YsaqiO5UR-P4X+oWE$L_7Mwd9pB!nc{{&7j5Fa&e^DwlDwroXomA*76 z7J8Rj+ArW6g`~HgelOalwh5^qWu83VRGL1T&sl0}bqD&P@siKHU>9CYNI!Iq{qbhK zv`fMVBz9wID7R)idBM(nCr^o*3n1pv3&=URF)gj@S62=4YfM04Sj8 z%erXUf6PQyxQ>6iEI%`~w0+XlK7&fvhfVjuv{|`mF_Tr}bm(%rpw^8v{2*kOp@~|* zM*ESGnQt*BgH+}DwD54#RO(G@^A1cv$1z6p7QBkINyb*P&_$`Pw8AyvfJuqaMAfYS z>sS@{J9?u4Y{@ULwwvI`+Zxg$_0d|aHk?40Wqf7Ybo2J{TAb`-%pFazgkbp0@Qt=4 zgqH2+6hXM%Vk?i57SvVfI!FpkNAyF50HyK+sy`~d$wKy^QvWs7M$u}}UVX6DhDRsBlj#pgfO-N)G6 z^q*Fr7^R<)*`JY}A%{vS?zHGzC%%wbCQi)xT~<^R=nKz_>A6^T86!tgR27b;*O_ad zp+9x&JL?aGRnbEIQGD52K;#?vWC5~tiXSE{f1omwJFu0G z0lGQm0SnKLoJw{1m%MAQf6@1+5W%-o;eidBX6LPnrkX{Zzr$`G=zZcO>wm zNhVnL=j#^Q2+Out7TSmTwX>rx1l{B((U)1vH}v<7Qf4f`BM@??2$Wu& z`?MLD-rT|O2yW5e3a+g`pHe?uAqWuMX#1f@7GOV%KXqosfSg-rk5ACO*4D{)M1dm# zf675@{?7Xz>Krp5Wh`t}R+Z-)W1mf{TKu7HewJuunvdUr&J_cMjctCXa9ji*kCV?y zGRtwu&wN_cwa*uzYLSld?@uBOp6lPupIeA>)&uTf@cs~s`W1!?tAmQkf&|;cPc`I* z?LFSatUN_giaa)_S#2d2qcbHJ|ZfU4e<{wu; zO8-475-1amxCn*iB^)|XwUm6S2J>5rMa%%(NXns%Z&Z)%t-osiR{;S~T^Grnwr!8r zQ<=bsLQ|s+BJ@=J@<2bcH`%5_+ z&vppU_Qno4rx4WbAZ=az`s31bG<@+Uo`m^T@Ieq#x8}%>In&8oDX%vbmO#?YkB=h|*y1dQ5^pl(46Ls-5&WzD=0F_}EDYaX(oq@R%Uo@%~<-jwt z_!~BA8l`LY!u^Gd&J#qRQD00$3RgE$~Sv(o{=GHfe8rydD~z&KV~lUV2Es9w^vooH#h4I zoLB$$d*|@Sdzy%5;6d}N#K4iSf_EHc+F-ZCufN;Da0$p=nP7ct{;yO0_FBdu!>;gPW(-cX+0u!uB{$wOrgFywKB;!k^-d>jB)G4vuAXMysd9 z5S|m_Wj;I<=m|TI%bj{mWaU@5qFne!8O)mj)hgUTkqO(F_SA5w9XD9y=L>~zx z++wUJMIF}PG%|82V=xWf#0OOSa+Ue4`%1cW8jpx4pg1E{P-D4vo(N+JJ?w4D#)Pby zFc)(vt1-pIqBC&;csuE zeBpJKr!y@aiNh+PVJZ8V{KH$Zg1Z5`LOmT*N|mr9NR#f z>mW~Um^B=QS0bCR`PXU8J4qk4bqIMp?K`k}z^Ch%6m;fEmUO(UW-`7L+iq6JZSuC! zEGADdz=?lZ9uxZ8Xi(faate2OI?&?q0y}`pbKc!R<~FQ~lnIs%!-h=c9i7;g5wU6D z0W2T09{FE4QKD7gt3>5>nWLR@Ditz07;LAZlC~bPW=n}P&r8)xiN)tCUu|4?BxsT* zm~F4Lp0Q^8TDEQ7Zp^=-Lj-iCQ9+%qPo^p>2&%OH??k_}-;?DWZTmkGG>WFeiS7zb zMoA}^_b&$|k$AQy|IjMbTMp6JeYhJ-;{n7enGQ)SF@JZb#ns6ew`yJrh0WMWi&2bv ze^YK^-NWTrlhr-XXl*(amI4Xtzc#4EQ^r#Xk$L6DB&!Wt6>Bgg$<6BkEpZh2@R`XSj26?6 zg1}y@1m|1pza^+w=4GB+w|lWNY-VQHs;#mKs`y4>iyzaW@~dCYwob+D_6jR~Zh$?V`Zb^ADxfl>UXT zQNc}@-$o7$Z04O5eesy;j!ioF9j@FyguAEJI`PV z?zyfJAF=&(HJ7$Y_pJR90$S8SWG@2rS)G8Wnk%}pJ$#4F_*}$h0E@RH z{a17OwTR=WyqnC6xX_c+%(slcgO0z0nB3GxS|Nt#q21J`wpa)7QP6L{Dzw4#(`3RH zoluC`{?5SuYi#E?qEBZAK}~lGLbbC zxm{n-Fa`%$FxFs!Pk6_ZD4ib!DUKI2U*d{)n=JdfTRfaW^QE>=Os>`c#4wzgfRXpb zwXT+vT(krS_nN;tj6`b3Md6A70~vSv#o9Fr zF*d5P@V5Y|A$lajCB*NQ{k?)+x?E*ye~r$P_!}@_=eJTFl+&k3p)c$<%LXjAt%D$o z105^yJ~QuIcOI$z^PBQxLxg1o0_<$7mxwWrySnB4}BwO1q=O za9ZOhs`8`CdO8eEb^3z*MYTbROi*5qoGJVQf1=Ktg?9=*dFfZSxK_2K#o5 zKN((=`6gK3&)0sH(qnT8oa{KxnGE03eeMCO7I?BjY_UBB8U^b(O&<;}O}-Oq=woa& zaNamO@=K^Li#}P&0dD(0N&h#yhV$uN-%rbQG$=o4328+p0HGh*rK^#5vK5Bui+ zo6mYaiT>pK|G{}}tRp3$xy%s@Cd(R1YI%=yL40^JS<7faWlPGE7%ix*+1D9MC4`Ei z(1=2jwTyiT$xilVjC~7Ztbz=8;pFe)T*Xwyb|J~<0=e*Ck?&Z49av6LsyDi4B zE3^dlV?-GBd>h62FBntkq7c%1hNkRwdz7;gwon0Ha5{GVl3~{ncJ>KZYTxMw$Z$4crzym>oin=CnogPe3CE!**yST&;=R=h<}=RV?nDAb^W4D{hu< z53LX{EJizMOCxNCjw0X}mI@9^qlM~zF6?#2D6)+7K(4F)g z64T7ZwwE-sTg$`k8_9X00eK>r=@fFDdZduH+~`ip7d;!e2f<{oNSgRaLnujdT^SQu zK>O|?ZyvYAI%xAJ|A1)?IMRCJW;Sgg&5B*LGci@p3KSZoDTuIg)r@%j9gax*9oNjo z(n-21S2{o?{9*4wSZ#OR6+!z&Q%DeC%OHN_MbdA7l`R|d1OHE7h4?~XR+}^iaGCM} zr4SfmatZ=UBo&Naml3AfAd!8~Bs3!x6cp;)htn}Gu2{OmrthwjKuV0Pw>((c$SgO& zi+aU9{nEajb9b&wez&5>!;>~CUY2^3KX!b?r!Sp%y!EnJ_}Hzl*_p;iK0o2PE^ARd zV`=n$({e8W#Y71E^)s=lDy=!zxj*bp!>reT3ydaj;vHQFHC}X z-}mQ1x1%gSC1PSg>iR^+;>+NQfla^daR>a-4@IKHyU#DxLP<^tw^j!7*R7Lp z>;Jb%AkUsk!i`kj)fiUL9S*We&A4R3P_M!o>fzmReHuK_{ zXK7zA1^WA7o=PJ5l_1u50!T7to_VFIfL{nqS-9ZB#q|M;eLL&A73K0p3)DbRTL31|eW{(Lli z#j;+d!sZyK;iFlpqt{|Y{SL`uBvr3r?(TI$$6m#4e!G}D=zHA!?)UkatDl+cel&-p z)Ii8~`P4AruwKE&8ok~65c{Aq@7VY-%-#*?fa=Y!X{JsEo!Ci@BOmv;IGp}M+I+0{ zYf$RrHBh}dsm8RbyZvLa;pI;pd&MkdD|-IJXk_`zu;WFVCD4)WUubh$KV?9xC{3D> zC83y+;lTMLzZAA!{INrZ?40>EsPl0}nggyvfi>&SeJGB;eE%W`Ty5Fyq(Vvz2=qP@ zb4e}az0Hlzbe;nTyqJ=Mu$F8NxOO>ao;KIi`tp!d!d6D?*qhNtdqdR zzDOHXei070T`iwzRzHy@WCvcV3pkwuhWtUN=ThD=mH!AO! zyi3pA`{40>K7F$<*D**>Bz{#K^p8<&Rgm8OoI+r>uSDHF~Y!~hSw{e8|awnn%b z8I&2Fgc>7%9Ty6-7ci8g8_T|ta{aNrfF_-Kojv;gRgk^Fu|K>A?^Czz1rEq1$K!Ht z&&cqpox=(rt70+e_;POgGpE`(R`_fsi;S^STIO-l&zlA7hw~mBXq(-8M$>YaO$0&8 zL|^kpQbK5sedlF2m|*5%i7zekG}o-=fLLzdlceSe24f=FcH_L!q!3Nd-VHVpyzOG< z^32HZJ>Px}nidbAB-M}L^&;=wUr4?AT#h!p=qQ$HP#{8Y^T zJcJ@%AuGaD`F00Y)PydbeN&NX`TnB46|-tDex%g3ib<~!wN%WqG>fhC8V_dP9bRR4 zi+$W06+x(H=kc!G;|1aJu3<>;ZYnMsz6!exUfsQO&crjt)=b^E7h8)U)!KES8edwK zWAj&)Rk4p+9{^F&grDrJiq}HWquYO0QHAj_+}e+N9chnBSisx@kQ5o0XQ){{LW{s7 zhAyn^cIAy76&E!30QZkpNQv-ho3+r;n6-VA&5DU0BohP_JO#i#ZaXfg< zLiM%^EBM|M`+l-Vy9~XMWOI3&tzQ0ud*4Wzqz;drb-a^G@eA%>3>~o+hw@! z2YhQdB33*s(4r3MJeg?-6DyV=n?&)0CBn5^n*j|ukeyiSqm#64$`UBqt;|Al$rP)o zX%pUgs_k!Wd1-8%WQo4?9O$@2Y6$gg$)tQb-AHNmVPIRQiL5re{UUIO3sF%@HvMK#%`lfDZQ#eMCMt2lYIJ zMy@J;C7O$f(69#URN7X>T@h*jR6a8>|Ct7bKKAYSX;!dE>6fhPdIo)u=0zn~AQPNQ zCLxNCm*((G-)*gx@2{4o4N}AKJ?mN{)CcK+-zjPZPJ^YR_2pn%LN@uOW%6P~LB-t| zr=$WDFWoykyMR2qr%PGKct7& zVS69l1T_q;jSqi$)=aab9_obeueeVRf174yy&~cRVi)i{=^)dm=x-Ap+y!i%&GKzz z*d`OJlJQMl`qotmqIV9Y+yAbU<+~3y2fX};cIxH-(C*dDPUi4tgMBPV3${COKLGqA zC|PncLA)7d^FdbRUS+YG0;yyz;^exKyh?Z#U(4pzd0X>Udn{Nb+dxgkr1e29dDeLi zEVQvZke(X}&E2!k+JNb>A+ioujq051Rw%KSb?c@{0i+Lilb;I0TJ%Q3mb6GG{>d_X zVkA@*s@fQEp>j0c0+qj;i_awoT`DT8ifASQyz z11=S87k65|1xTmIxug=Y#5;6Y2En|Xr?h^mbQm*2-eES|Kd4hYOoG%4ze2FyKLrc` z@h-p-gc87DqD#evpQ1M)ta0F#GV&Qc{MdxN()*9l#XJe<6B^#HQv`5(NB`m?4*E6! z!$s`GYSsRw9$6jSYE%M`&1{@Yho6ajFCoJIcU$7dk8d~OO*Ob3x6gh`(=LdI|1^-$ z#3k;E3jKx{fr<)Ant^+;54}RnlA(+o;zla451y5~0=_5MT`B(In%2a*i?@TIbX!6_ z2&ALe2uxy7)c`O-nk!?eIZ~%g-I`;A63PkT8WyMkaMqKB`2qQ`-Lf1C6d>{i!NQ<> zeY#`G87wgQg5k|hM{LSs*?}yof{3?+fZ}9kC4_lE3l>O+H}f8O98-SrpA&#R7w)i; zE<#o4+g599I+(`PT|GQSCqb&};TcR%;B`IE<@Id?4R!)<>94yLa|^K7DAX9X)j-5T8#d|hK;jjB~SKW_@kr(qT%ILF+!-U;!gqLSU12b&*7PrD_mz*RXZ5Nzj%L@Ip zBVF$)rG|V^S&v*j9Fd&EEGF*JJA&=hkQQI-fePcjSBeHk0bN8iEFbn9YQY3XMqQm- zL_B~E27cM&|LJH3vzX9199_j*V+xAdBcmSB1$GTyg(7k5Y8h<{a$G-WAdCk&BP&s- zqz+Na)&|1xtiT<*8WqFN_OM;25$;eBrSTxY7F1@XaUW!bG+I`e98`|Y5!b)*Icc8Q z-}nU0KAtLPK@ON_t%UO+RZJ_jALn97TL5kNR$X-2+mF4}R%Z$}C*X=fOtud2#d@DJ zX#lV*%-dRDIAt)KTl9?*?1ArUmM`C0Fgc%i9XI8L*aE*P#oev?>&z($*eYEhw&O$Q zRp5K-IkJU6!pT~5jQ^b^PN|m)w*vKnxkqAG(z%U6mNCD$j@j@*Cuz!8eUoNNRi&iJ z9Vj?i$NA=o>T{fOa@j#y>Eqx0?yd~g53k)TuM7ey-3e!-e%AphHEAd92fObEL#gn= z$yW(T^@uB!vo9Zw+TIQS({$at;#o91t?J7~t^#20qwdAswEJ)j*s{h_ZxADg6= zL6uNF|1iP;+t<7WdbdxkbKR$wY&hr5mwVxigwzyCRc*O?;F72<4sTC6O+B=5S#xIKwnKoMVa4 zX|a)&TncQE+T(K(GxPfBz_p+^|D@k_q;1#hq0p{eKAIfgu8@iO#B$LEW5Rv z9ksNIxcUGDhAn;xcPzh&kqb8?K}?`*=oFKF>SLq5(dDBc1kDdjIQ`}J7B-uj0CwhP z$wBeo`4q$;RiS$Y-=1IJp~i#s+(K;0SoJOc4;m@b4?Ip9JLiTBA)7H)s{I_;pP^`{2{QcnNjnYy^?tW)JJ3C_)W1niV zJ^45stEFv!uSeT&7ck8^ptNb#B8;C$1vpTZaAppv?H_Fy#dll*`NFAOstKC*Hm~a zQtg43rFd6Y)Yl)bj$e;}6v!{Ptqb+lz}0c(5TG&xiuXiyt7S)O9|Td zku8!SQulY!wdd{8&J=)LlvK94rF)7LHFO}bW3cRe=TYtiN1FQEFz^J<6qU+yiveSP zT*=`JIJXO1`MG=WrhFP$cau5&pV}?9+^$pdUh_A>JfGX_TviM|!_ z+NRc>go)^dg<$;VUzU3n0rV-Mgg(8LRGH&MkHb}P#q9WJ=*`rWys9NQFCQGVujplj zg|=Ws5+lYgk>y6JGlD#q5x+}OwC)Rr(`aDbs{n}meyalX%QpFP7Yh`jar^cm|`3C<~+-*xU8s-Yix zbb9e3E}X1BH4hF5Ts^j3iFenV!YJkaC-gCu&AO*(Nn`8aEMQ;$+}dFcaC)+1MHexT zXUlcl1G}4cM0NMt;Wdx4ZEx;x+VreB3-qccf@2G@drx?~oK*HI)ABRKrN}5aOZ2K{ zg7LjV8LRp?p(B{@kY~|x7?HWXI8IR|! z_%lq0+Us;g<@AK(4)r=JnAXcXCUf2=pp%E22CGzkzS87jXmrqO&RcfD+mGZ-wUA$P z4(ny#1-z6?^t%}`G5HK*n=~@XX{_KJ-^(ru9mbfYq=j2p1{?&p2F~A$O}Z`e^Yl+W zW8Mp}Cl+o$EDFwESq_ zHUvKzA*B#{#j~mhJim#j9RfQr3sK7Griw>e-=qo`gv_HZat0tAexsGFK<_n9(C)n` zXw#%en(nx_xKU%=B#bQ|Cg_@7^Bc`+5kwtd>gBX*j@|y!*zCzR8#tmXR*U{sq z5qQL6Ih{FCb1#nq0=%!p&&)eCSi7wk8$nkmHaBCfM*f1R>*&%+5H}i%OT9l}=As($=ty17eh7csxy9T$(TF^oj19@zf? zA&9_GFI9F1#!0Tc*FFilbLa~fcX+Gbw!}dB`J)S<0v#-7&nt+Ub*#6Zi62J# zftLNv{bJ;MA~)TCLVBqePXWEATcPG4Rfj!J+Xk%hsDBlNml4-%Q|@lTEkZfPTf)#o zBxlbXF;xnMwD$dp;I>Dn=;u)o4m4$`8errNnnu5?NAk!6+_Yu``=cCKRo>Pbf&$r+ z`2whtU#a8`8y*1XFn0sDf&)BvABNh0%3*zWCrCK8)3s1708p0ewDT})a!pvDuG_@K zRFP}Y517xKy<3TY`d8||1k^SAUrGlm_7WEud0}33!DwARl#~3)Q>z)(OppaySE|eg z%rF+W#8h+QD)+hnq^7?AUuaOqX`RJb_@HzaGyu3jVIC?$%q75yAwE^l7;8C{wfcYg z{ih&Gm-H?Dn^hXnI1Bg=K>NYDK+YRdty=x-Wj zOKBGpL$;@Xhf5WaLBKL;CZ1jg^1(m(uDr>_xdpn)E3`&PGN0UPyVx4HN`!1<&8WCF z+J+LGfXC!j!)!b2ISPuYuIg6#++0_b<5oPe;N3$$w}g_<#f1m=IN)W2QK0q#)|$bbzuQGqVBtJ0WDm8a0|8M@7}kgH#pP#m#k+noyeG3Q=fp zFK|+-^^Y|8_$kIARSMuvy`&o=E_j~Vfed()4XTD<;Xn_9^$GQdbQv{8266wH4`k~B zIb$|bmb`3Jf}~qQUx+HC;6cy$Xle3Wk)k%uH?Cj5qh@HBx!?y@Or5rryyPv=+mC_B z;a|3vMT|AdxsSc8j47kpHy}@xOakGVjmXJmmN=!>{tuu7Jvjx`Z6Wo5M(7kVw-j*g ztxpg)S?Bj1K{)tH2ylGigaXsmK%0RPg6r8a=Hgjaj1Pygm+u|w!BT6b^)}ARPLg9Z z?X{&M_$dsgc&ObS!>G%aRDm2A2#vy5f^3~boff3}*ad0t`2s)DJMlImdgM@zHb)w$ z0zd^#*k&N35#Pri44(AQPUsb5z-rPP!IwO%YEaXx)-urA3+A;QU?p zMb-T$wbD%kg;&TTI1*h_j0P21V9Hs<3(Na!KB0}uGw=wE{2uWh@i=lP*mYK3N@27KmX zIc7n|P*InpfSt1v;Is{Ne8`?^*EsK;g1sZ1%N01Q4q{Q0?ZqnYp_sb zczucrcFm81;0Z|ZyVJm@@RH%dX&&f|!yn(?Rz?5M1IDIyGzmOTwjk(TiGU$~Z97~c zh?OOikHcx&Fw!GLA%!L*(srol#5pv2_P97rd^7MnYCFp_RCY5(6Ltm6K9JetKKuOz z&dtCdgnboA@vh=a=|1h8yO3^Mh`6{HlgMN~$lJ=m5{J~2>#PBqBVHKVZx9WG%dt`l zqV-!b43rB|0&Kgl#8F}y^22Lbc?%ha32pw}foHxz*KMS!a9H#2ycT^md<0kyV>)Q< zvE{GmD*lpOJernT#&5TR04Dz2Z-2%H;2U>@snpvtM3gu=EwkYA?n23D)VEI z6!zqlKWDfFe5@}kJWrnrF=<2fO+M|{Am0k}WBec$I+qCU^>;Wl-cxar;fmK5&7C2R zqY^+Zk`okX!CNYb&0!d;nnC$(S}^WS>It~ra{pn*BlDV^aun+p*dJtNdEJW z2>&zFhg%42p&q23TWxn@V8ihgTqM%2()L%EQ$gn31)CJ-L2~|V!sRc)sNLj(oWRK0 zqJ>4}E)&r!>B~k?AqNz!7nN;BM6ZZ+rGqNC_BSig1;qS3mTchl0o0v*)|Ba_wG#)n zQz+NyOfRD;c(=~blS!FVbKz__O#WJSIw9qE~9_fOO%{> zyC>JkvX9=9tE`SfKL<4`Lg2utpDQ!#=w}~L;sU1a7>&Yavhl{Z0O2eCSaGm}>5;7$ z58*K26LqG5wjyipp$M1>U3p9$bRe^8hcRDSF3;swLv6%+ljw$=`GUa6A!bYf5^6I} zb`0y56md9QoAQhxpf&hGJ#Wg5J+{{^6arJ!ia=!rMm`vEB2qdyd3Mi}E}#qxm0H9+ z{F`XpO9Q1qV7(R(Q!Zj|y+@1&cMXS|->iTD3LT)PXZTuCHDIf}n6?221I4-~ao|2w zG08O#_mr?G`Em{p(falQZ8v37EwjTltk-Yse6$!7QW2bk4Rp`A&2T2|F0p#Mv>&HB znes41OtGIB^J_cgngxUIB?>NY@6F&{96}92V9_1Jp(QL0LmeEniK417P3Q=+!!=p& z2xw-Z4!9^-JNy*%J~$HB>vlMijib@0R|I$TX1rSzMxh3WIUH(-BdCK8;KZS+y*hPzY2iUH6b@nUr|4)=67q9D(44dk^cUudIz0;}@CRNaok2lDkFx zi@P12WJQ_+DIqtRY|-CNN$e&h^ouAcyfSW9bq)F+YV8wBTjKS7OpE0Xu7X>Uuw@}u zBXE!d|E!wirA>&h?7=_D1P$IQacZObv{1zhZaE1~dr&>~YLg|0f&fT0zJCNLA%_)Q z&lZw9xM_f6?>|7RUkbIp8;uR%EdP%B2^#MqkB?HR;wxaC2VF7GNl-C`5FX(6@A%oW zCXAx-`bIkA-rH`3oFLPTJP(`aj}`4q>XC6}_vtk5H-13tc$t_addvDs44IQqib&q& znzEm(#Q#jG_1F~FP32MLuB;M&05a^nmv_G+dyEFYJY?U7AW@_cwa`bvpXDQWJxQ%Z zr?n7zup#@vk2YFcZ-0HW0>yb|(ay7uORwr#qiGjw6W-axF7QaN%LZ_@678VEM*cE} zQ1faNK^j9EQd!bD&!=x*;+t(btj1z3G~sbHNp|LibMfRcuX~=^A2>Cx^X)d%@(H*!b=h}3VhY|abTB%DPfHC z_>48cY!(NYL55wd9Fx}ES?klF@nofx zg%m-yq_)T>a>Fy{D2q8Cbf_Olzx7hUf2?ym6flx7%gj>X{o~8?_qSQnmN6OoByz)- zco$k;tyJ=P2DDVl?8{fK!~*ou4Jm7(T3d`UWLLP0mCeLxor7fhixvB2A5(64zE=ul zXkeC^X@4oKLX?@C#Vh@$qW=jN+i8q6*FB@5Pd&w)!X*8(OhMOU3(l*16|-QEZ~<$+ zo*z*#*+r@Q@Rp&n!M-mGNuM9%cd9sx3hpd=kR)A5V4J{)gN6@m!q$I z!fPR!jVd>1SSizBJJxdM7g?Va7nyyoNJ&loc`aXac+aKgozX?31lfo%=bDM?qs!Z#mS2C<#+0cN zP;`XK$kDpDW88SXP&5(xlHJWOdKaJR~5ib zI*0lQmSt;R>=ouo%(f3{{Fb{k);R8-W6es5iXsoy+JnDXgj~spUfO_MSxl*hAos#& z%>umz?jAk~?&Wj|F;@USWL=V z@~{WudsxI_G5BacKUN@pq<$OM1*-4PTmg~t((zD15q%|OO%mErGW)ps^dknTD3~kY zRh;PgN3WjmgFtnU%joy|AFTupeI+WhSYC!0pVUs~jYd7PcH)x+QU0goQ^1ip=aCBs zBv4aR9Z!E_Qu)II$%+EG0u$pF@WhL3<7l$xo?}1j_c^J&;Ccm5um7>F_vs~^H=uqZ z4v#92ei(cMGdRey)DsdIS@iREnixcQAvGe4klc{5I;~3W!HMOE)nOMjsgP5A#eNI> z9$#b|<(%ZqbShKJ)7!FmRDSlR{V}%Msc*8Q-sDB3&D$_IT6j0oV!u2-8uog|bi4#S ztS1QB)W-F(&^Xla^2VnVm5T!p9&RAXi!AGpNp<&wMtT~imnftW_H1=f0b!|jmaUuE zB35%JDvaiovi~sAjw96ZDY%SIoj?fh#)RLjfWhTD8n8J#bT;!3_Y9-Y0ao3sZZqI-eDR^g~ zsiJXnc6=a-XF4S(DObSYa``;F`r`y4VoKfmcvid3rQWY-H>gWkcB8&#dZ1ZRR0?uA>}WG z;xRAT5ue27Bgdz(a^cuk6P&g4UG~W@531n75Tq(_aeNv6xTJmPB9hv1cSEe@y6o%| zUrB*@;17xyk{|!ZPa70MS$-+08v41tsXQVWYiNSI=R98Tzd??!{wy{Z$wMada@uy;da1~i@b>uFi{Mv!PhL~A39k1b;6_mB(p82u=RPb=>uWdjx44 zcItKcizzo<$OSP!oo89Ovi^Urn?~P@?4`{eB-%AX>mz#|Ts@3zewxPiR{>qK{Fhm2CI}}(#l`^;N zq{6V$)RO1YoR*t*QZKL(Q?SM4P1%NO7HZ$6acBAtHIaM~a-=pm5v*OIry$P}6U$fw z{v?K!G2M8m4a7j#ZvK<15ov|Px}{T2XN^NP4|Y!#@QmuFoR$MF)C7`u{&v%lGuC=$ z_)OZ=lqP-X759ZA4_6i6Sp)_ZyOiTv6XtdVr4X{>v|!YLZ4i)3XHB=Vq@>28UP&78 z>KKY!l5~#HWONb}quA$hWcoNuI_p^-FDhL=sAD8Km769#ftYw&Ib-JX%V(W_-4=el zWI6gO^?DRnA}^<<0g-WilUFU#edx^P4O7+8Vb_}Xjphs(&bTq&Bpk!kULfSI+7ACC zH2q(pD88Q4Z``e3N%AIwAE`=vQm2vtQJ(Ul3%&(Ibd}pvwjq{rZqO9sBt4ND`R3o@ zmsPJsk$No^6`c3@gcNC#Z`S<8q@11|x~~*JrTn1SycBE#-Kjg(nmJlct>xYKL+g9$ zLXvIB6zIYFs|?6rP?dS#;jrk>J}Dyt?Gkid?~44T<)DK3bFu$aAO26(=lj`PkK33E zRA!8}(UBB;F#LPKUb_O!dRMqQ)PzE+eLCrV*6&>8o#>i#pE?{A4ONs&>5^+bz(J`* zSqm<(yB+tNKP7fk#j6CctPB*SwiZqTGVU8BS(nMl?mbtN{;1_?$!7a~r6QLF1Ral@ z-Q(agGB|b)+7P?atqQ8N2!_!1H9HIJ4%ZY{0T=Dn4rijuZ9`)4=$Lh#XVQ4IRYA~* zaq*=%?kC^3J>wsAxvdbhW2ijjz-vObT*FyI19zh!8$#t027Ip1fubW!Gt2-QS|7B zb1S~(^Hy8dQ-82Xb!NqP1>7@XL-Mzxs&!K$NCsk;Fe$7L3e@ReJQ{Qn95rmTL^^i3(y@#e~167-%MFJUvOYC#0*^= ze_B0;S*-amdGf)OAk_)|l#Kvx@J*(JVYpe#+`O?mQv zE6JYw-rLC;>;17_X{I#pU1G zGvSJgsNS)y@(3$RP|!y8K0Lv4WtNYp3ARQ;{zb1__Y*1KWMy3rJyU@%o$i9|j)%`J z;fAzwsFjuEThWB|KOXsE5!nArOpL~VZ5l9adQu_=lK$WmDGL|=;(JLkX6#4B5&nn* z_q_g0zHYr#kl`MVR5$;ZKdOvX|2I8c*uUxh<^NA#3|{(|&x`Fyn(l$|gZV-BvD85N z{Jf+#S2@`x`TYC=W)7SUN!0-ng!`Y-(v2kG^*^l|14=I&IQy*zH8^i)0efg7c`%cY31vd&Zdo`Q z^X@dDu2CJ(D3Hk+3@vnV%AoRF;jEcO0jCGdfI75UrmFa@G7k?-p}};+;^8BJ&3d`ppJ^aJS^ruQC;w*&EK&%W#{^YvLE(hooSfU}hSo?GhCVwJX z5Tt#mEFeS%pL#Lv%Tw1_`y7qu8<5WuX+1L@Y3Ags@)@%RR5yu54^Q1t{1Fi*beuig z6TD^s8W7iz_hzS<{FAg=sRqT#OVMe_3Vyiz9N`tW3~FlA(RvF%-9O>gz+O4Esmg+{ zot;}$p9pTizula_ME+)nO22t!L$=4+6r}RKcv+Ea)bFh*+buLYvXv0a9oV{R!B&Bd z%B%*24E7VB#3IFGW$q8bR)`|>LGGXqP+QiVOIv}><3LDpF`zV!7i%n^;r|&Bl-~>u zxC_P8b}PLY!U}9{g#{64B~hpu;3plpYbXzEDxX14)8Ox=mfu0;0LSzLtnIcibfG|e zC#UeF*N~yzaktfB4A<_L(pwmt%0T%oVF4DFf}&ZY#pBkRaRCur%;5P_TIoarR}dhk zB=16UN&+n4X>Wznl^8^;$j?A#%QeRXY~a0F!#DgTY#(+|HvWS^$^0)dZ%}#VpAt%q z`Ml;9!w_Y}pfVRx!}p6Cf{q4%9!Cl7vcVrdXKgL)HRX=ozPpV<3Ds@!wg0(Xb!Qh+ zOm3{ue+2UL*%^K{YZbmxV~A*=T1i=R-9riP2f264oH~ZaPdW<{X~OIC>vg`&)#u2T zy{OoF+NIbIBQ<8$MdcBM_Zm+2T&b-v!ehk{vvF>x!XDdLEi#pWc3OTcoh>V_-FmI_2SME2V)!DKug0rDG9qN)5S&|~?4m5lXLiZ?kXsZ(Ls6s4 z#SL1PTzU!O`>-dPMwp+3fPWyUW8FWuNJ_fJ%g67W_H>p<(b3Zz66fR+={n@W5wE0v z8fh0_-G~mua{m)`v3LWw_($C88JtUY9RRUtOim8^b)VIT&HNt^|^G-$n z*B7KKU3St=LpTtXK@KC0e69Qnaw>Srpiy956Sb!yk!y-2vg$#Z5%9B#KNL3e%?{3NmA*3=_B3Tdy>3OJ&8~GdLK;#Vf zKAS}ymgXdSTEtT=a{bPCB!FVgB&|+z4I4xGO4<0_1#Ia~(lr?P9_`Nfm33HdBcDG_ zd*h_!qt%C-@-jVudO?o45U~6h4>*<(r^5R}A7yAJn~i$-9Zj#py=#HQ=V?ya-^qir^Vaur?XLyplP+gLlPtV?x$alJ^j4nbpdjbyOSK70)|0b&dBK=-KML6I1 zR4hc5f(jtmW#8lgp5-+PsQJaCX&(~=)JsKLO>@=I5Vz#bFMPRoMR3Kj*+D6mgYEpB)oFw|X=B*kRkp!)u!YX#r8CI^9-az?F`qG@N>|`LYdg(gX4}$} zGoJ1~0Gsbz!&ks=V#IfT-AmzJPL>pLy&1gbd}BcMU5*^tzq1wA2BPn{Uo2a)F? z@(^Ww>cqUTSr5u5zM#O5=+9odd;%04ACld5m>1NEM3o?+kEIO%6h;Z9>?RLS?>$oa z7~Se?4l=wVV80h>)1S~KDnVM0HofjxwsoC_qmwFyb$g}tjNgI$yyjJQ!_NaX%0y_J zIOx<_{-#!eSf`CkihktQ!yIP`7UZc?$HK|pga%Q747zRJUyy5Nj z8oX5(lSq;~pQDJZ_b>PenMqNfK5D?vEaaOEu3W!HXGMG2nHyQvb~AL;!-0-9LuYXr z=$KyyI&9-(^9M{iP4hO0ItL|aqny84K=a zK}sGc^47U6wfe@pYQ(x0+%do80n;pyZvsWP^|pPa$H!92o@xDnaUG;qk)h-gK18X$ za~X$v!Cy<$jK!dS299_s@&vtd2I;KA2cF%9UiP9J*ONdg7|t)G=-@mf$e`r8TB!9+ zYo<`uedCjm;3H;ZLH(R5Ent+g7Rd z^=qIY{-afg^Pr41N&NJA>XG^Mz}a8SuXuJxVLXzTz&2n@>|}lqNM&yw5fnhDYZ(cqlJ(QuMxj5*pR$dyi#Uqm;MG$7&Be3{awEM|IfYo2q@(n0Y?&t@2w!_fT{ZyH=#Qfu6V*x~9p_BV?pz@E`Wc zk%k{@&JMKxJp8tQ;JnTMNY}U+a#UcE{)P_I8KqeRkXxzUxlmrMH)V)Cib&7ux5i zA;TVk(I30+tp~?#r||ccz8yOpWmr&nt4>d8Rky~% z(W2IEU?$M?7#LUTu^7l5kWAP-bR)aaajCeSa5ABPw_shN`9Q9*3>f~EU1)UA@>x|# z7~S)w=6=t2-N12Q;P}$*rhIN=u{)zhMcqmZF3rH3#Z1RIf2Urw1>|MwWR_zu&O-%< zDW8)V=>EWZNUdD>*5_lByQ=OcxBLWNHl_3{MfAGL-ue3T+8w>;tvgCL!L7}I`CvdM zW#P-Sp9hR1kCg&EfdqZZ%l2ynN*jZP*W({V3gp=&JGB4+hm8Kh2>f@GoG0D=kB^0v zPo5gf=(m4P3%`|S=gfLK zFhG(~!S>D|(DK3=L8J5Ry&_VFk_enUAV?`CU#OHB(=o0SI4m3d(HbQX19)GH!Gky0M-vu)f1s2C%wY>-Es3XCZBs@H#rA9kTnL zB?5&ZyM2Qo>EgtDSHPDKZ*rjh2Hw3sye+TfJ&8G}7HdH*0d+fKwGTgNjA9!9f#w;@ zX3|knf>ayb7zZ=lJ#wxhq6|F{+OGcNy)tvP;du91+1X1ckQC<5Pk{%S3wCShjov4h zMj5iuDuS1b$eYzL;-z7%bKCFp>C{CX|DE0e+?$lSP8jtmUBn8lz8VT2jj5y_nqGZx zj3P;DY%8l^pNIV&rnLQbqiee6qEr(}H92sy0DA9Ugm^#PbCwTPBgMJ3e!eag6k}k- z`YPfVH$z>9xQqY9;E9e;bn!%l%KErFUEEK0)(=T{tG;Cex9%4X9Pw;XDD!*G@U_D3 z)6?VdS-OLsErdkBY&E)r{;k(N)?rdavN+mb#omPeGH5mFhz)gTxuwNunD2cCli}~0 zNIm21C$wk;9^RFppRGE&L&8UfQ%kBg&$AzZ!@l?qBnC#$J{jd?GeK(f3tGJTLmfa} z8pz@9Z>6&ipmalM_#PpWZYxp-0$SZ|q0-pAR(L&s3~wCr|!3v4CS z_EpeG<@hr87?g(-PRaluAEa6;kG6`_e$herW;PtaCPj=+O8qTxk=(chui+!gV#4@$ zq6|gcgdSch6?0xqe#-8#!|?lA4@?;BWl7|ov8vs__UZ2Ua!l8EnU>p35aJw=UXw0- zETMns&h0nf`wQ9ZXG5(X=0=XbzRhFB$(;7`SYFL7#{ng1n0VVla2aep`te}#ZItXT zyaTqLX#gR-G5FdT8q}5TF67Vp1oN$}QVRbTer#C|T48NO?FYWyFov&$hdAy^KXj*i z7yBt_BYA0HKkydW=|H!5^yyULVZI?c^x1AD8~WgUZ0o$)qfe2?@?!5g4w(FP!b12? zp(S1NN_XL)=2M0j((*@t$TfhS%j|o8A^R;lfa9xHM=Lr2*~YO{m@zp=!B)pheNK14 zRwS47t$xn)f!q3&Hd)?6 z%cbHGx!~In#Jc&wTF2YX_oijN-8Hn@c#oZFd+rzr=sC?uuqJ@vy$%Ul4#giD^zM8< zcKGL%XLENaU-_stw0WrRaJa8`>c`w@@%+p%4?}pM#x22EEBjd29?9E{XT*8#GHzTc z>1dM&e`L4(vyEI+v2EA=b}Yq6qcoCmW=u+=J6JNO2TLawez0KcFN4H*V~>~Togl+E z>|l#P)V4S|j41apvle(y_k1c4<0ebYO^vxmOC#c2oa7ddT($$P8P12+B;SOK2|?Ef zZF&iWAJCBxLeK@D93wkrVN$_Y_~P=5<~P9FuyJQYr5p$DOMhSFQS#xXyC9RmI6^{a zdtuWvBI&PY?4LV2UBiyg%CRaZAU{ z>vb>SuYdq+W(L8M=yiu18}?wgS*^l)${Z&#scMK ze6?!YnTay8N@(yQj3w^4-YzFD0*0l+hFqztoOZxiwSkqaVaHgd&19 z?0qPsuUDsVL#3#^-S0NA<=oZq`!e@U>_~7d?FRKhU!!)VHd$f_9pfudpay>8acE_! z@$f~Jr`U+q$ejE2vpn!0LRbsC#^tlaJJ@PrO;!o)*oV?N-bdZNJHnUVO4niAHWkE8 zIBeUCPhH!Lv!%pQLBQgjvED&cXx>yHn}X29)-VcnzZ*4zJr1fid!*{HCx2rX5u)+6 zm)38nQ$L#19@82?`SQ!HI;`GaI2Y{|2vxea%^=>cA~thC(y;gEFbN=wK*$-+UwZzk zl-*P@t^x~R7OeqAytb$lo4_80dcTU;%85|EoLKPd7i4G+;cv1jV3U(S2H|bwMEJgf z85vl5l64EHvNVtO&WS0Stg^f~EnmN;hpNk>zJAzB9hd3#5R)r3QSO^G**Ycb-F-?B zbShWNpCOm0mW9ep6(DjVc~TBD*a5EYoLd;iTXg-61 z+&{R&Z*5{hHRA`ZWbdpp3YWM3u|&FR8z2+n8vG-+2HPL`mWyhu~+}BcWp*;ZNovPIB89%x15 z!(d3Z@jGlzT0TWtB5*R-&pNJ-@Z;~NYx&?TOY32Qkr|r!-zxI>X#lHgwvAdMP^*3vKsmA&Yr!SA^+if+RCrG;~r|7A?;s1Zwdh_YK6k|LFBOTnK&s^N`h|^BTdq zc4bZY^%W3T_>0nVo@lVg)+fH(hwdpaGmR5)rl_(NTS?QvYDOS5GN%Ota%KmRj~|PG zX#c?IG;nl+L5~<CvSoMyIGqviVKiN(q;qKno+`~pCt1AX@lC@TAAgFkS<(- z7Fp`xox|)a5uY@EK$OfPrrkCCXq#;o0(p8(5^{4U&IygKSWBgv5j+g-4=I5Q9Bq3_ zgGL`FRF+UKtbS{eB5lzSQdi`dEIigDBwy#vP9dnWi_+Rd9Ynr7>n!Hhy1OsTfPxaHG~ywoOf@yKgpd zT#EtmG!X6eEwSuE1np=C@YP)d;jfkqwV6ex^5cydeO6Es1+t!i0-?quUppus%`WoC zYv)ABB0(l;UMjf;U9T*C&JpK6L20+|dMY~;OcE`Zpm>*w>|8=IR>?#Jp)6Av(Nadj z@s@vV#K^JIU(fb%R@q^YB?grCf@m$BJ35U-iw)muw+5#d(`};r=E9mRLcMqo2-U7V zt>-8=cbhOSqW$n@*~O!MP;MnT4E6{d)3W{!wm?4P!T#p=qbqq5Nvsqi&wFkb2at^Z z(W^lr_QD7b;2cGvy}B()aj3gs9T4YG=xtGWCvbK>k4(seuk}E;Rr+7l-A+b1+H$;q zcTb8Dmj6ghzJDS553ke!m?eMJ2dU__fLtVbK9+b2tfXNQY264popZ>z=MczY0FgF* zx!W+%kNOG^>?fiue2qq26p{!9{^WTa@jzze+>fO!U<|!(!18-1$KdI`^_HVYZeD8> z`KdGoAN|Fu*|FM5KC^6B?>#4i(7uE`cQc7%)eRSg^#%f}wvA(E?Xkx(_4hl^W5_{Y zyBQ+wPhX%?j3egArqh-UU7MK|a&xmBVZ>w@xw-C^dL9sETy*wrnq5KIHa$aw>~dBn zO)P8GWXh}V9S_=FZ3ME5cAq00!hPjyHqL|n9iT^j$$OhAj)vRMcY!eKIr3mJIzHyr zfcaX4|KZA=#si7n^EFw!0x^W>!ntbV7q$kjh0+qUbw=BQI_dCpQ>_!9cz=FZ$bdJ)Ry zWmhdq{k(csCRZ5oWEsCpBM2eBjgQe1S}Ra}03$qTfp0Gjuo!Rc8F|S5Jr+J`U0tW1g@g4^C8a1k1)v`9I*7PDXnx|&%AA!{Yk<} z0ux@tLvn{MscSOt6jU;8fx?g#@h74bo1F$t;x|7e(E*c)xyU@X#DIV}-l8ax$E1%p zg(!<3ILJSprVSpuR)wfMLwfZwA>9?%BrhnB^(C}{h%QY-^QIDw#(u2lL)({5Zz_&Ab+>C1-xixGlk|DQhygqu59QItW?#2Y)5alx1tCSrLng9!NQZ+#3GsIG zDy|E;{P7PPeUz-gjl>ZH?Ew2LX3Z@>68QV&*~SC#uf6M^=@z&?;_9!^)*#oE&j>-R+TU*(JC=&v-a|9GO2 z`AiN?jUJ!$%E3c6v^E-sx0I6QZ;c;6(Fk+R6ny=`S>F0Xt?8YxaJ1g7(QEZ#&^AlC z;D6g;O!c2CG9GgUmwn~r=H&1CR8jZ1h}I=u_~5t~2xqa_GK`67=+vgGW`StfW4DxW z{X;era!H0t3GyNt!?T2)BS(8g?_Rfi(;1T>C9Wh_ zVe1xBdF+shSNP(Psr%d_d&Ao8AvY_PB@$mL%W@y!^=aN2gNf^ z{Hs2)5+ApSCZkpjJ>ahoVZDN$KR*M)OHXrb@2c}A#GC_*VPM76tdYa)nySxa=HH(O z)00;VSHs2X@NxM@?sKcdhwl2K`Lw*V(NYx`8!xZNx+W-;ROYu#G=~I6U8*rlqN0HH#)WX`lGj;o`x;(=ke?CDIt(AAG@K# z(B6GzU2ff5iNjk-UoCTf%35Ar%LO zT9+xyy)cgUyIva0jKO8AatzF6tOx%QXQ80&i(Y zLjFqK2+F&rH0%5;dMnQubK%gfPzb7GKazJr{~NYam3(YFj8^7IR@fJ_m4~5TZ+qNK zh=mlM;CHg!u)u0M5HbrT6)=Awei`9ddB_A}fE+uP;F4*VM_~BFyGSnWCB6aiIY{s# zxu~B=yY&Ez8y=+G_N$l>{YCEWSK9+_Hv^Oiu)uDp`Tl0Fz2pVkM2m0|uD$~>-Ca99 zgOmsm+spXH3nFpqi%3nOHIB>nL1@o0R2SI@to*9`2%3PKcx%dow{AOf))jz+{!>pX z%EHZc)_8M5`{C+Eb)y<6!O$NAq1iEH{w*uk@P;xh~1vOJAovc+K|tl9>nD z>!#a1N*=8^?JvP|^iP$~cFpXF%e*QWKbHpTS2WU&VAn|82c=PkP?=2QoSQ5LZe4W5 z)5?qOZ3t~}?!&27HF23E>dWKcQH5{vw{j8=RcOp{c$O0saD??tnbizYq|U8fBV2G~ z{0n|$9Ki|i#+VP1zt|$NkDKVSc*vJUjrfw!hPB}JjnC9>93>x=`OjFDkih=G(7r(@ z*QY?&CudH}mjKG+rgl^q9P};#!?73@>!Ke|__fn%eld4WfrIEvXB7Fsbh?oi>JUQ} z`fd$O!2WuLthX8U3mj-C+WtG{Bja_%Gb;?i!g{gmTj|^fIb1Q}NXLW8Cxv36WAd37 z0u?eVo#U$Hw@LE(4nkMs_aF3nAXHSMA@iYnebakB{&o8P<~QtM{o1Pk6c0vzjDTB$ z`qS+@6G|+$GYt@8~aaCAk|T88LRMBR&wz+?SbZsjd& z1cHKw$3=T$JKyhIL(!8(#!vyHusmp6{a6%3SkDt9Y(>3Z;Qp=30AwNgMQ`9ceOlE1 zX4=NN9B?86RJo#Ur<>?b2$mJC&BywzFSIikv%R4`USJbw+U|DdCgc&Q*?{NOpmI*4 z&uoK!7P0F!!RdsVJ&xeQ2dV|k*0D)+K$#2F7`nbci5A#OkUt?Gi4A2nQV6Nkt^W$1 z09kF-*4u+YV#Hp%48#gEfO>7tV<=U`eF5U=vxtJ{Iwp6oUrBTz+y~k5E~$ zcc6rKVd37x>qf<_p&;Mmo)k-qEh=*UC-ireB|CWEvh>;SLkJ)OV9Z;R8XTsQ zk^9FNQ2cR07XmXX62h{azCKcu_N`^#vLe;ySu2Pm3E|E>c?SG?f;k!mJ*b8arciM) z1j5%~HOOIrdr9cJ_qE?^Ep3<&$kub59+VD7oAa%t!7k$J<*?P>{2*mm=akQ{SYAXL z?k=IXVN7H- zOy^oRNbXQsqm4W9JNCw-R%$bkarzLTGSX>d+nz|6szqWeO~|FjUK#|^-58%{j?t|G zWGf2JPQ?GNm}&58(;U4<4y#pzDLQNoUtFKMm4p0n5?Qq}6`<7KGFO(`L+MKa!d4iR z)0-X|aIXWxvx1A;rMkZ6PS=$Z;36xGk0v?3@E4COvCoJ*JCOB3h8(Nr!}y#Qb>;vl zAr?f~3*}-9p%UU%QgGI*1{+Y++=6F%{*XPAT7V3@Jg*`{EpP5Rcca@{fm)wTr+qfG ziCT-xadboAAhi@3{_LlRF||^e{C^9EVh;Vm@ee@$ufdvz3&3Ez57YB)cGkZJ)nuUR z-UVa}+VRv1+d(3V??*t??}_md%h6T2M2zwQz*Zx^LgogzOHeHeQl1l2&Qfj=qBYJ#2Z!5AYI70TOAG3!5iRJO!|>HlGUvyT#kWI4sja*%kmjqUR*jojMi z5Fz=g*|Cd! z^`C-;#19XNMExU=!TJ;D^k;v&Cca8G^HiVV@(R^x$+&}zrg=WX^)5p(p>@S zHO8DEoZ24Bzx69|YZ?eO>3S=B0)yR~B=Cwn&(EyNer%neqaIrF6AuA!NFWki3)Vx~ z_x|Q8TNT>(K_rH|b#mOhqY_>0GDm)YabT7)EO4i=VZYk!9%BNvb_3@*TP^5WTL8T; zudmcb44h{ozVF&oJUgPl>^b|9dj-^y+)}t)v;56pZ8iuU0iV5s?>_rxdHjdqLl-8& zl|1nFKIwa2#`_x$`aNi6oaeunCio(HE5{dk>m|HYuE^i7P{XAT&jc>@JTq){dZA;( zz=UQMoORT-N{v@mRq)}CCS)>C0-LI`3+l5k_2)V-Qm3v^HcoleR zNHWIkhiar7_>F@X_#vw?`pOq!Zu}h28$Yl|6AaAlD={8S+M}%#Z6udCgqdU;>4_adB>-_wE`3Y-0RoJ@T{zDUulTbsug zriK&p+n$ArIHILv3kJC&a`8KRPj)KY&19;8bR8_+vJxAdkNfJ-wv&DHnEo`)sI1 z)SwttDWRkI(aAU6T5+SnZI2wEM6=b&J5=cReTt5Wt=S0WE8`6NTa(kZ;ubgf1P>J# zTV8H{>>2e$m*l#yj`c!>)5HPDLHfa=(hiVyy2MwtC!4RBi3*+n(P>~T9!L`FSP>Bl zc_(`LJXo+t?#Vjj+CaSnC%WfZ7awpe#yrR=Z)L;u%JyNX;9+IMKE?GB z@Zl3p>1i&Z!CwwW%>nORE?wxg2+2R%#+s_O;j~Bbx&R1(P!iI&6;~wpgDlVtD$@WX zOB8!)V|7rDR10Lr4K6l9XYL%d4V&b62?8{NHdKWZU_o)T;unT%b7mibWrLMd1v2`R zq%ZH_OTHZ6qn^^ws=7?gfFdQo3m*+IjOu>(89_|tDTAkV*=i}cp>!3HfaO+Ouz)Jm z$NS5I;lp@wx?*Lu4K{R*`BpU61|+5en+sg%;9+=inmmbxtJT{YGdSmh3xcBNx<#5vwo2rjyK zA5e1*iCTuiZn6GzMwJ_BDf7?9$@Tt0S|CYSrZ2WYpBpdSm9DwoeDhRx#3#S(_>o|zP~YJ%W4=EhPMIPZhi|Q}g`QxN3?E); zK2^~*>^t9_EOMl^6kwIc>}=mlu+pYKKH!+zh)cjT z#8k+w^r7lX4TySlz1bE&SMI7->n}tnQ(3vb?3x zY!y_<=PbN?UY@m_$=AhG^!j%p1DZlpVjy5x5~_PxW5|}+ci7`C{-cX&4u!_C@|GPx z`wtp})?_}k$?yuF7sz{4G>SfkXGSP2NI|*!)zr^ya$y}H^^M#!+^0RLC|3_M>X39y z1ITd$j7(*zLnptVDui<1QJ4=-_JzB`5;0Px)~}4IAf~pa$v=*lfy_Rcsc`84y2mH% z8I(b9cIi`G9(=mtu|Fmo3>e?WCykk$G-;6h2+ zQ+iz>QJ_;ZdJ@{7PP(A*>m?{N*oM`Xj*|5_j_fzwHTz&#hxguHkT8b_IUTsfW4jV` z4!T|fv!!08yKc%ZbYhx_oFGLnyD(xY{s~;6f5Q(9zf^wDcT%u^_j;$&D-W*bBo3?L z`++3>GZN6{Zezpcn}`n87wBr2{rLfSo8S=5xEK0bI-C$4*zm>2s}@$nW!J5fgJ2#? zeHL57tAKvvLS!8J>@@J;fcNNwpSiF{P6yUbHy_w#P}hQCf^CB8Mgu6VpfX$(s#f{= zdXgiW@3{3;JEd<64`>Nn+Uo3I*lde%Nl@Sc=g=a{;!lpcQjMym!DNyAYYBAF8gcn~ zl|V$vWj5Rw@JfAF0M0J812eVMlWuY=Te$gp84KaCZ3N%=jiZIo8u?T{ALj{z>|9QmKUM+rd5c<2WoZZCb zNjt4Cgj%JpUE%L^-1qs375eM$34bQ_+kb~$%W%VLSQe2Zoj&KA)Hbo|%y(&2Z2Ccz zwvDr3IIvD#SNmXE4GhF|Md+}()>TNmOC-ttlGgs2YcqNzPDj>BpNgJuK|XO$uI5I7 zD-Bq_Mu#f5H#7>tB0=Oly&->>r)%{4ST0QKLN09R-uV}CYRAs+ng7Pz{__ahppUL* zuS@wwSla%;oKr?ysuw4g!p9x;J=-4C8d)>Cbkf^D$TkoGLOi~vQoh4C5Gkx%ZKLZi z%vMULi8pvw65D?*eO+-=+mC@QdHYE#`kEFYTA8=nycngnm|XaWJzA_kn4(YW4f~Lk@W8@)MT3@6d3&U1hqU*4>>yVzR-Lv}s}@k14Rxnq;SXKomXkVNHfhpg@=e@%oh0$<>KDQLbVa9)#=470%W&mbPhn>f zffDe63-*j@lE8Pk@QNq6SK`X5P*Xnq>}$}2nawpE3XrQv)>Vjnljb6V!w!t;?W5Kd zH<_=_kOYQt7Z}E=CB}moIlx7H-al;_flfc#cFF>nqO9pdT;?}b=!>J>T(;ZwyGfAE z=XejIdL;G1O&M8^vP};|e?{Y}p1s3SzTrJUJ-g8tA)T)n&$^#qP_}Bxa($uEZFR8{ zWpC4WR5qixQjKAXFXa)=57i?*;4MX*Ao$auwQh3cy0eEW-h&>2WG_;8ENSvrT@Os# zQK{DiB@D1vxb?6f=r*A5Gn}wx6F4BDu3W}}S6jwuYfYm7JzKsdDtiKb1GskiE4p#} zS&-2CjZ0(QAl(wb>-U$YW87Vq`HzVvHSqFke3*OSGXi$i87G3|T4-oqXn2psDGxI) z)Pe5V52uh=E_7NqX!!x}=f-pIRz%xQL>ts#2)N4d4ePfzK&u3?t}@tGj4Vs8k)DC) z81?7Vcw`)m49E21~o)%iIADtPKFW?D6`gk*>BHVhjThua>tD<|l6D7{hMe z@Atjv*AU@>xC^4g`xhFnC^c41x-Ojag_{yU$R|&ttS@c-0ZfdJlEmPn2ER;r0w{XosmlR<$#c|5;tz@t9vd zJ4T9019Hn*ghUXPg}|lIY6g^J{~Qv>#%hn=BY(xkw&C<*Q2OGO-d*VBEYioGl(B^T~5f{o%sA46+T2o(O{(a7)(6f@rU6RJQ#L90Wg+2B74{%>gY;R*UnT{d_unB zoW)2KJ;>4MimRBv^^^lnA#qi3z5jPPz2;RFsdX4 zP%5}87l%Cl(`_Sc;97DM$LPt|F(7h`OX?+O_%m+xzuy}0P3jGteI-e3MjsGT6uj#N zs{nCNy%+Et;nEMw8u)!Ht>^>limAH{ee&Bq_y*8&ewL1CPz67E`j9=Ouon#i&0%bP zAoR6-Xk2cRlrjryJMoZ-X%I~2Uns5srfV@xJ14(qJo*Pa4$5UAbI9-+=PQ*bq5V1& zO60dP{Yjwf8z|?QV~!{=@47U+A-)dZN}3gQHvZ&FZ1YNRi!V5N+-7@u{*FDF^gHev zd$qC9vN~u&B>jE@L zGe_e=iX=U^*8N$-S{Vos>DWsZ3N#l6ELwEVGxnsgU{JoV>({ym-}9d-ydFGr?P5E2 zIqrk=$~R4h7a?pfVn_3mdPqOMppI0~mG#c^hF&9AY(fmQMYfZs8>VSVvJalO)!h+sp3?rR-;k>MLl zllvC70}gcV>X*}a9_rHoUJi7<)SSh|Qan@Th>cFS6<*6sUPEe$2q-Ua^Q;d%w;z;- zXa+s{4jxr{E!@nyAySLx$jNna)~H@XRKfPiy{`74f0-}1NOh6Qb7oy#Kj%r`JYU+L zL^{M!p5KT$2xR?sWe3Ah_IASZ%d%Smy{PL!>v}}H;@WbxNvf(I(<*k9c4|2W(qt*0 zBCch1?U`Cm=r$r9dV*ve$IaB91?-m)&A_KOiK+wCYbxanGC#C@K1zW#^W9JjW{X|0 zn@`_NJ2{FrYa`=TnwHgw`6l5#JadoIFI+K0^QhadKjvZR&VzhPJCL44t=%zD4{qgn zYlSL_jozB^RyKnnIuFWPZrUFh2eXkmuAR4XJh%$@qBKetu+4-Od3i-J$_alVDhUbd zmlx>hY>Q*MeQ+(l!NQzSTc{#G2)!esczx3vIqGO_ixYO4AgH3T$F?{LqPAAWCviy( z&38|uaAUEnv<`s-HyF}_-PAf~cJQ`UwTXmb$KWCpkbHqCJ7Kb_sa1z;K#f1VnKjL5 zQZ5px>h7xML~r?t2m&*?R5P|)55&nOCRUCwHVDfkJ~>oh=tE%@z%FRVLoR|o1Z#ji zxQi^x35S(yS~-?(QiWaN;VAz5Tzta}ssT7elx2)J7m~Mj<$*Vz;7m?&2icd;ub-9h zBgpwlU9-d@F;6L^&g8LfqXlBoU00=bFvIJ7x47$C3y4*JfbNtnyeb6S&T(fjQ_e5} zkNY2jRHsKaK3NW0-ashg@`V(*4Wmyn^hC61nM4r1>sqGG2Z9M-LXNFp>KJ#9mj`i! zPwEnX3C@d#n1p{~O{+w%ljXzI!1dyI+~57ln)ZnB4%ojayx>Esl~iireX7BZ9Cm2L zX}=Z-A-;nDQvx$QLHXEAZuo%$x&mr#3Tn#-ykjdQrq0~V9#*b_a2?Odrz_?4hO~y5xV3bmRQ5*yKOy z0x$5C_wP4|i4FY|`ae%}W%yRa1rOU0rioWp>z7pCN!mG2Y{=&TKl`BY(xRoa_^MB( zI!Fv`1bhbn6(Q9e2L1%sk%}-_TjKh*dNzM!0ELj6-q}Tr(Fbv^SU` za@0Y+D$wEjoVtFiMyz>3A?k=%2Y0oOa;|-Wm^Ggb(L=1UJr1d`~gxA7(qjEoLwei zkI%2r9$H(U$Zq^XJclbAR8|BeWzhzx0FW2!w+e3EsRSs555eVVZgA=?I$DuD; zO2-lmw+U2#9~i!l87Jw!%F%_|u1!K2@`x+s0Ycm&7mDJRYsP|LNE`ex{3ZT(XhD8-+_pJ`Fsg6+ik)nbJx* zJ}iB1rwG=`w$oUQH;Eq|x=oR!oGt5+ErI!;_D1<``1jo@GsnR0Y`d_l1#Q~G^?M5Y z8}8j7bSsu5`LLy!--B;XDeU8)Czu$tznUa_6LDs*d@@J_IfXmrQDW`t$VL3w6n6=_ z64=gu?}kJ_lX&YEr{9D?F#~pk;LXAUAKtgtmXb5#x=*WX&|kBJU1(^QS`cIY4Nr%Y zip3hp)xtf`l?eMQzabWN2iS5i^xYXi>r(EKszN))zAl>&uoWG_)4(*Xcst5iJfCmp)w{eyu_WRfHvY-c53Pj-m|?vCiK_^vU~dX8z%uh`pl)*e z9o=6(Ds*aZPh8$9!uBmk&L;pb3qD8NY7aYtUHyGZRV|ZBnXQGktmhXUOkQ+Yh~IJf z=u$rWehfg`?wq^hVszI^P_m$?E49OgMHUpT3qIm>g#Nabjm9$-xOFb_W=F!JkF5({H`9 zJ$S`dS9D47GTml@zx=j|RX0%W1*&92bqjcZ!=EhmT@_o@{k?7tou@?Kk%ZLqHJ z(utMdq@|C>qlViXNrxTOB2GOI&cPM9DYM_d?||ceWnS7=E6qPv;mIS@WAg!9WXNc7 z4|`#;_1l=zL$^UGI=PZU;hnPT))IUYpBa#4T^fiJRMhY{;>0*72J;Rbc@}7VyTk4b z#9~7p_iN+)KE~tk1vCp54-FR8XqWW&qzRUG*0MUi#otL~TiSRAjuIGQtrlP96ZmeE zzx)Xz%irhcVpH!;@S2o6#sOSU5w*=!uH(dcE?Lt%}4BG6w9f%nR;Ae%^ED8Hclrnz@h5+fIQcnL9B}&|zOPe{87jc0~gU;U* zY*99vd6L)9RBwON`R=Kd;`+U0u{k1cpMZl;JPYrTL|?qtFS4DzoRR9NcqRI7`JSRE8oBEQyC6N=`Ib8-l>05 zYWYuF+F$Xd)(O|FQC%^!d&Bon{WI3r`OjF!@zC$!&lO#AJ~442RX_7DPU6`^|IkYu z6kjr)TyeOt>A3i6vJuvIDml3O4*ve)E1S;v(`#;iRrHt}JzO9cb9krPyZQlOr!AUw>r7B9_B90c!d!1NGS+scab~ya` z5rcOpSDv$AvU1<@XdgNM%zykD3r4rAvqYqI>WMptz=?^<)-Ne9vdlTqFaC%3Aadr2 z@|}90c#o4GFRxwE`ohGXvNAe7q9gs>kvHLg1T!7UN0bZgt?}C37i+}-2T+tfjBki8 zRA^5cVzHf0yp4<0*g_RK#3{_X0Mhg)AhJ>mMAG+_P7FNg&7?z-z7sp|LM zabMC>Y}n+R#DyP6x>mOrQ=Bfk#o2p5HB`2Moh^=#$k+P8^~Au3BKoFWVt++Rs7IB$ z|6Ts;X45Hhf^{kusI$e<60#9z^u^zNvp@nVWy$^Sj62G^jC=39MO&Hw!rqwno8Q;8 zx;>j>c+u^~U9b7D!9%wKNL<&`4$Pq{hOoY*b>K;(|F*0>^UJA?!IODmv?udk=jDwB z*{pR)y-{vmSa@Hkwlq}`c0tufsb4>z=qwn>V|`Pbi%Br>m=MyGc_8d1ZnIRJc5TA@ zx^P?O7y{`pA_QNgcf9zeat>b(7;*@qXuhm|&z%wOj5Xf0blZzAN+U~N`t;LsYODO$ zV`$fQM!9JS!#cHE38UPIZlF({b(=b3@3u1rIM$+8qRZ|#vxawGF@HsG1)s9Hwh)4$ zykbs7PYybZ%5J|GL^G*#JwrP-x?J?TIf@Gb*e={O0Q>od{{;4oRC$CN9Ho`u)4oMo z2@eWT_LpfSnd%3K{28br1w+fJb4ei^22omO8`pi&N)XxyfTq&+6Bi563U~pU#jRQV zS8zbo;kj+sM7|BIxB|`2Ds0gWCp*ursyGcdrq9Iru?&ac>-UE5CD8RY= zHX{I`L~o;=@Q!;#D}XXT==K&^#a1?bFUGc~qW;&OwPtG|%ly5A--AM^sBK zbhbIV3b*{38M8r5^$^*e*HNsSc1W3b7ScE0yPN@$4i& z_RbD9B`~tr{$ssO8^4CLVT^(sy%Q(=cX&o>i-DWOi@7%RMFANGd&T-D{Wa=;L zIwGMFBtJ=k+rP*5ZBm;)1ia?b#!ba1yMK^b7L1a5b|fA$cVqH`cdJ1zX+9Ju43Il_ z$BLM2RPMcT`Sm;<6H(F7Z|@De{#yw1<|3?1P*Tklk9G%~XsHGDq^ z^q8X8hmYZ7Nq6a{^?#6~G5H&&mFFkQz-;$N$^l&*J%r(#U^sk}-Ij>V-(m1x;+exf zK}6jl`1;OCGo9DFqu~2y&2gVANlagJ=4t5ilo4D9!ASSqBl4UVRaky3X`G`DnQvOj zpmVd|$$bb-ZF@yi23p)IOHh5NlU)ojoc1}g*b>HsIFJ-XoVi9k{!AhdgK(i;gT}<4 z7Z?o$hQL__YWlv8;I5woqg*VvNO2?{1d4WTcl3KwrFgo{g&DOOTGqwrHj-L8T-iKv z>LSVQ3o>UN>)gxsg7u~Q<11L+G^yJ^*%Bc_4-hhdc)^;D?jbPbL>}}CnR%2gknw}S zARhHUM9wZj!g(UBrHn1QfvXDSuJ8{6{w_zxA5J}aPXU;s;3RIfGrV0Z zy-Y+XPTrFHl&L?mgfITOIwLdHKQ>b9r_HNrxcX?GF|5Gl>*QtS8!WC8qM)M<@8Yo) zfJBV%Bsz&BRJ#2*DXl%`HE@j;Qky#$lDl?Y=?tjl@Sw*ObPxm9a)%O86n<0R0OX7D zs;tO&m%+R?Olb=q%ThxO>b954NwG(eT^46nNhy!yR*b_@`Zl8ShR8EDaHAClXQtJ4 zNq2hn2l!q;GTE_?w_L9=mO+xS`8>BeCS7ie)*hk0a3{Dx*=uV#s?M)wOlu8_P6^xv z&4DT*a+Jo6r7M98`vMx3%G?OcAL@909UI}|tU5(c+I_HWHMPe%DFZU{L`HU>t+5V( z-qnbC#E?Co3b^bwwJE4>5W?Fse=<%%j1GnrTzxcA1S)Zx>tMh*d}~cVK%H>cp7E(= zdJlHN^(c)s-viLp=T;up?Sthcn{8@?*dfeq{$n?JE{t!#5KQdz(WR%T8|fkk6UNN1 zakIp6#uu5;xcM~BGEaUiq`m4ju$EYn zG0IBcZ1XITTyQcS4B;J(1b@dTY4y#%J6<7`ygYn)-J1k-UB_JzDYxh#676@0Nf;5k zpSx6!;i?80=iwtKRd_(-IMm*@3zu*Hj90y}Mmcm~W|;vP8e2=Uf&kJ^f-pSU;iz4v zvnyU?WgWh_O%w}>H&m+dcjH7Rb;IfNoIUZ6P!w4d<@0TjE#M^*eO7l~_P)DRW>(lh zM=3U2;pVL#SDtyaB!n=4odbc!M^g!`eeqxd9r!lGPrBotU#!x@cPH3=f#mFLYXZiZ z;4nfxAW~3Bs?x^Kede;svXk9w1k0^}TU0;?;eUYp&R1;_Yy)3|4qjR1E}=$lL6LqY zYOC_pDYaMJt3~S2HwrGD0)xz~t-%*5ql@)n*>YUbZ_X?pXF6t6k0{#+ z2G=UT0aNy?jgLvr3v?h7Td5A1V*ekeZsR^G6ZDf6mVs*liyANeVWF^R7?bPy`4(S- zdi<^+JQL*tXrF}y0 z!!LhlHEU47g!rwxP}U{cE2R7anPJjY=j&wX@)N9dj~3CcwDzVBC;(f2;)Ot7hN7H* z$WYh{p`&QDiUy2gY{7ZTov95JMPAP|fnr8Q8foARmPJu?1@6M6PO zCg}Km(e#(u7k)SCBB*7HU{S{`S@>?zpt=uSN;w4#xe^fgdb-BzVj%Jg%(UYxd5;Kn zWkW+IdAQALFx4x2+!C}wY&AC-l(PXB-wdAnPxM8kR?2_4#KrvD&vGM@4zx9{d zcgS5uG6HBag=M-zLnfQ(lW;zAXU+-OL9;%0WhcP*^a5UVLhjD&jIy?CXX@;V`UEaF za)?)>R4xdCi`RQ5O&tmBqDhXw@ct`bYH3#&BOr%^kj@dY_N-7glC_p2baHAir%8o> zaL!^6*-cXYl`bgP_mmStUMH@XKwEo|W!)6>eM+Do08hJ8_Ik^A^F-dxx9T9G_G%&( z!*XdInLc+HWKaPFxLoO3eBD)i(M>r(1+zSZd^HlcD^Mb(u6NKly;T(agY~g9wCyde za!|^YVI1Xs9uY$51&P(_pnyvCf`9~B$j~055Oo$ftOB?`u;Dk8>A5S9nf{9trOM&i3 zj})MJTI#>U)?}P>OzE7s<%~~cN4TAh#a@n7*sbjAdEGMy3PnF30A+sPc^gl@v*J%_ zYrg5W6(!B1<*eAtXV7$(q>F^7fvH-k;kGv;nTwvuK~B1COwqYEzt68OO7B(&C9vMj zQDbm2O>k<_oJ=8Si^G*bVI9qN?^j#t$L$obL)UF}4wg;t+z`3tq&DM`O7M{qG|7=> zbZn?Fu+`zg-kkR9UU&q}|C(-0KRcs$iET(xa`;zd<7t!+vz3mm6u*Jy+3ikTGtKZL zU(9m_!w~~F7t=q*Oe4}b&$S>YW9bJ`xs!2S=NE}1VAz){ibTpkqW#O8CfKPm05fi} zfXTevT!oFVD>YYF+WRp5NRS>A*N_;djGL0}ubL0*Rt#~vLp3ztg;S>;R^$?0@}+FM zm|Tu^o5b!G7gn>ScO5Hq;=v8a_zY1-uI=B}!#F_5c29Y4L1X?1-+J@@ zPhE>j&KuH2;JO=_j>7CReAgoy@Z&G9WWQ?!4agfRl4!R)%W(5AMcC+IyJI~rBiot# zE8X9IcMzCA-XWIT)y?u$Ycfhtt3RLktnPWZjQpW-Qg3kn)GIIQwljEjNiWx%>cb=&vo7l8 zMsi(9xe>bB(2kxoej}A1c>vj4fAsF!dG4AMepxrJG$*k5d~~u;%dpkev~}0)8hF|> z^C?#}@y3a4^0R0stdy=f;Y%l&5Ok-=asKk#geb}QjSo&O!n)~%FC?j}&5CLFlXL}h z6P_#BNufSFp|W!C=)51}8+LtTqUc4%4@ZEC#n0KL%~^ZHi-oWq^51#f%?AE+ChU8pHGX~ z^#H5mFLVXpC%jQOopPe|dS8l;Q?&M>ydo#mhg^-s8>g~$;3cKkOJ6~|C2aZiV%oFW zZ(Ye#uycR&Ir_ao>(9RAggu9cyLw-$8cTj`PRNbyQ+&^U%)r$4hP%CEL%7%A&$=sf z&D~B(-A*q*=6+O=bbH{a=5X6a(W~S}TQ{3@#9*=p!bi@Hq=rec}d&hB2xpVRPdzjm^$NO`Xsk6`Ko%EL9*(= zGnI9Z2N9@Nz9A=-w!1dA9g;TfXHp_`1s#8VXijKN?kjaD%D!#O&Sk33I_nH}(~o+8 zTH@?>!j4vFI!1hM4#U0>e_llWeSc}$K6a|{w(hX%*6vh(@2zC?u*oUIk8~>`ytv2k zhDStdv;uhkSjFqvgFyic7uBKhHB)ox%Q1(Ccav}}E$vlwQ|r(J{6Va8nyZ9QE#Ho} zdpszlko2LsNsM({TbkxQWZYz{{Itaw@9q8=a1_t52~714hp&T%`^kQ+w_t}OI;}DR_Xa+V+7%Nj5}pH8&TCFgRptv(H;?}+F_|}`LW{mFH9iANR#4-;GTT(ja5&w`!iTU!@OE>DC~arC7nRCB<(|tz zJ}(sV%fY9MZe7=3xK-J}$3Ft472nxj|J)F{484>xk6AiLZ8I4M;V$xK(v?dbEgufb zh$!bST5Ud0UV(*(7 z7mSu$Sds2%+WV#w_$!>HnZ6D*Y_=eSY>-U~iQ(jG-D zBUueU1l&HG#&{K5`hBlVS@2%6U2pVnH?G1F#`}bcl6kG|a%STne(hi^m2*~XWROBS zoQL|7qAp9{?1}gs;4FqoyXy{VN6l3gqD{=xwH^X0eF>9A@(mNpxIe(zpxMhSAzPA=i|Cwmhj#?t(=imqAlFjF;9{6)vsrr=Rm# zYtu~_sMI5zM_VDZ{E)4jLiB2v-cEE+i`OSo=!)FPSbQ(rrkh~!R^^IZG#-E3Gfh4J z31O0S=6BU#*UZc~XX=)4I3a6nHDAw2px|Ziq3e2)OJ)}ALkeaNB}Q)gW5Q-x=EJ3y zN87Z&q(^qAUjw(J2mF5&U@#dB${0m@Qg?1v+>_ul9jw2YQlElX`)yGdttW= z!AluysfT-<39zf&TezqXCAn`r4bvl+(yx^&h(+29=%lOW)|OsXS90$;pChc7JoGp& z$=6w2w{@&bwPb#e?P01nob4=bshkHiW}B0xoCy^rDSy2DJ;)O411CCzgMFnYMfgJP zeXzSf{>CuonRgI8bgYfvpP%T^-;6C%o=ZIaE4ek8O`>r-am$PW`dpi5rs#9`Voku~%H;-=E`M9vk(@BRmZksFKsp?APcgVuWKgJ2p( z8#|ar5rjMoO;2_#gXfwMH*rya-fP7A_LM z*rFrugX219Hw=3B7mearXk54)7kO8~CoHaiX8;6T;N+@LKipeRbbw?2v#+LvQt*~3 zilh3=;9S$gnok8CsN*Y9>0?LGJ&~VbKO@0=&-fwiq90LDu5UeYLx@~zI(|s4^(-QX zcY&~Xa~`}=`8NCcK;j$VLk8G(5iZ|mJ+D{{g!ZUf2fTmPEHqG5)G|+*8=6OY+bNxA zxVTfYNLe88$a_40T)*y#9x-@u$GQFa(Z{aa#Pf1}IFt;L{2`UGuOhz%_S@#|#cGSD zblP7hD4p2KYGXK=#{UqY`}F*iaCjS1&;YB^h@_RQ#{hT(jPzRPowTPjRwI}LVuQ}6 zz{)Kr$m__0=H_*VPydHu{zwXx)l0(Z!! z#fzQ5%>}w+N6WYOnODJ>Qn2}>y&eJugy&0xI|v1u#_65|#rK@5@h5bzM%HDU7^PZ< z?QzN>yk2|%cGIRU_`pXt@z$d`6W-SveLuS$I^Vc>{_0Xwf~3W5e#J_~T-aWr*KAig zMZ}IB|IBN^KJ|)e009<;rq_pZ@E-XUx z_0lQS@ZrxtEp$>|WPi5iy%)co@$L8hsT;9jCeI;#rkaON;fK58d(Nv$+z3{b;nsfc ze;0BtyTrjMPk2Kkn6<<@T)RXthblb?tR2v|z~)#A&^fgRIJZy_+f(@?TcvF3PmU+2 zzrE`lovFYn*%t5%2y>M%fM3AiYOjqqBp9OlMWbUxT*c9U5 zUYFFLObVg@hpsP=hw_X5w+q=7g+{4pvqaW1mZC*e3WZ3rZ`np+#+Ic>Qg)3} zq-{;-sjwBx%b?2&V8PZTopsz zb6A{{wiW*y$#Yj6TRkP?M%#=<{O9q5t#NJ-pGn)+MGhxO9vQed4_#OFfnHDfZ$e1#y-(ZX+%)=xl&-sh zF5FQt?&{N+q1DLZ{9Aa2(QXenSe+|tACDJR`yTl#XD+;I02=kpy7$vRwjFxy^{!&_ zbxS}U=*KkUx@ykl?eh6MxCJ2#hC;DHjGQXbU`!<=fu>uzU_%pb1%PU&e4PwrBU?J(+3}j4tW0D1>KU!<%all_o}(VLveGj z-b<-=lf$7qGUD8NS|QQzJYLsN`|wMzV`%AHTs_Z|px$)HC7bQMGS=Ldm$1(1rC2F0 zpMUj=6oh5D(GZdD-Z1cqR&z?e>iCD9{y!55EVLIl_ezvMP9F=s@N;N<5L4(SH>y-) zoyBqA?V0Zma63cgRexC=L>#_BD5Oc2vSEk8-rirqTGhX(tfTkZuZU!?7Pgrl6Xl29aMAEL2bvoY6Zvr4V4?oHJ6_)DQy5to2si+js^}_(;fY? zyBkC(X>Gq0qKKUH`8r3`?I)? zwhET2=Q3`#V#dbmjnXl+ZO^glr@T;Slq3gI*Svd^c7iJwiuskLJ0P=V0&Q*3a8>JA zcnb}=&+tRS{i&NgJ3q{)tF@U=*&8R59Q5v@4>*XCHrD4CkY)Izeee$hzh)3^weI{( znOWHAISzV>1~omgm*9Lqf~ziJ?YdTc62Y1OE?20H{F+WWsYRbT@lbdI5m?nBp;w!A zuxK~wsQWG61rvltn<`hsvcJ8B7(=z6*vpHg+3kLv*$g*X+t5`G$9~V*RlYnl=Jfnb zc-lqX`_ju_$DH0NzGsv$Qmj!ja};6{8`7%fj_G7UGLk8@1!zcTX*gWBg)}c9(G6)^ zJYZ)zg;;&GEj$PF`C0$dRm8ExG7*&QTy@A<@Smg-B~kI^7KgAMqaJMZlB%+DhL*KG z4?1TCqVZ<1G@!H)bx%L4>EdKt(l@b;o4%(gT>fITbt zL0u#OOu7=%T8-Q*iWOFf#bz%PmE)vk+~Z9z}P=7pBrOCmHxi#HcgpEuMuV_966kudm^dBqi8EdCC>dkC94|2Cw_pOxKR)7zGrlV5Pnu|}K8bG>M9TJLpJ3ku|ArSABb$7AbwbHH z{F9GD&mK5aC73Zt;ABs3{DBuYpX&HXt`352iK7QOsxFh0qIxSU*Y)*(RjXNq>_zT8 zj`E;Hgg2WjtCY54dB42cq>0}FDUw~GCB;Dh9(YweuP&Ll7dsp#C$};Z-;;u7s#0xj zFv46Xk$Q4D5)AFTjCM#Nsw!TPw6Qqay{IR0ff_QT4Al%=)jFhpQxFBH%Cdi70OyD2QZter<*v-aT3|SxQiNvC#t6ih|pZZ^xWi;GOtpC zj6Sg4L!V<_vMIWU=E1rY6xxKhV%3@FYUI*{ucbY=LSBE3KccKI57rH9Uipu1A6mNU zWzcFH7Nk6WJ6+}UDOHoXJdFz3Yx7QahT!xq{Zv~aDZOEbNHz}^X zk<~}2;L{FN01{7OqDDu2uedAc|Gr2W7IMG%GiUn&{C!iX5AuCguKz?rtW$KZ5DitW z>~D*yetrbJm9TFy8b zHI~zGwcK19CEW$~7GcARxcRq{ z=ew41hZTYQwD!8PD!cMqp`I6j-*@tBjEh1R@WSTuz&*2VB4i7wtXEu2SbVDJMeDm1 zqB;Y&@Ms}RVEmsodyW``9@lbh`gcc$>Z?+&Jw)JT?hmabIywoTb{nyR{IlVjN)4!+ zW|a@}(kVr;gQ<~_hlZ9n8hQT8tTHoCYG~xruwy>}f0bwpz#TFE*Sl(@_N}Z#ldfXC zjRHWq)(21=%XIOJ*$*yGodL6UgI6qsv$Swc`kA@srGnwGYY_x>IPl>V9wkLg*qQQZM)WA7LezAljGXR zj*4%e6T@%a@-j|%;x=Uq-9eMBI$n34`{$gW|Fyr_?@`rv;IJ6I+3r720WXvNi!(W+ z;ns-$svW9#l%`j8fJgfL=F2XHvCMCuyB{2RROMa$;(j~^_?j|0#_so8&E|i#$Hv`p zv3K>-x?KYN()YB6$(q&ufqnyfNzfHLkanWe?9KM_1*thDTc2z5zhcgrzC5x+^^%gf ziEd$x6glkNgH)ZGt0@}&RawN5ofVgj5@-!qFS%&mrG}Ny@4hlpf!IjX${x31d|nvC zQVR2H<^}hY*cwNQ406+PoyXE&aMHb7xFZ}h-}X9)36U`8#kuagnGNqSEjMVOH7$3x z)eXOGa@ZqC!gLF8MY@H3=C!yL-ng?D^~z%hDxY?2muU<;vN|5@YS;8%i-3=D)3Vw+ z-b$nLPjI)P`}(PNs*RlY-H<~(7M9^j+%zG@d|Kd6)3XK)$K`=$T!))NQ!kF(aYzo8 zuf6K3@{WsYJxU07bS7^s7d&KxXY_(<7yr;~naEHwZF+Ak`c9@UH{-YPgvs=JUH_HG zcghR01@{ND!KHdpd2YhhwA=i=Buzm38khq2uN+MKxL5F(G!~z@-;mzr^+$yNio9}A zLAWDN`4rx~f{o!AiavCq%UT|d;ZMFe+(;$aa)h{J8#zHDEa~OllKo}kcAxR3s|o42?Mn`|0R9FBpLVYz8Cn_) z?NUoW9W|UFb)ZkS;VN#vR4za5pIJlURh|t#TEF05!nkhi_IgVjExWQ<^0_P3xG*~S z-Q{zp$9mTaMCIKC+Wl=_ZxBlm8AnEOx^>VZ>Y?5{d!z8=fZon3*NrUTS>(#QM_xnTqedRyd@`Wo^zo4JA3q-KW-du zs!k2rwIw4b#WG6QGTf(lBExLM$t8DY;+ez*g1zOYGZJ1ov`ccM^*eLjeb=F59vc3B z9)EVXu9yBX6n_CzAyz)mNUPcSBW=CJUqLQ~b(P!o8RPtjfa$D9F8)NY2KtHYS}Dm6;CAj$W~uo8H6 z18;tx7A9mfmW4x6%^0i1e|WG6LVz+sqRhK!EtJwT2lMT1?LEV}(EbK&_RD6lzpH%l z!2;r4+0ZTUVHnb#*#6S=o~^C7u>@;FZ+cjU?-ql5Lsr=}pzyzi!EY*sFG4V2OCf-< zLZYhd{-NqU(_#FTL^U!XgZD8U|AW$cBn^$*c!-+ zB-F(EK$WSKHKhXj0ubKXE%FQ$ud?q1Ulj^P>eqc(b{#pmwJ78qlD=q0(tcL|=)u?l zhcVa+H43t8IK2_vzvt%O@yDe^qhl99TKWiBLdK^PQbVWf!r`R!LdY3HW1~(LOOFr)( z>(l2YJY2g|=)P$Am@%rifQ=RKpe^sR{8n{!*f)yl^2}HGkgI&*VPjK&yl3AGwj!`H z&&*VfVt<^B-s|{cNd-O9jw)E_2(dPh9?a2Eb>#UFyR9Mz=WjzJ2GD|q54qbM_6nX} z?@cJqIvAC1cJP54?mChiX0{)Unsq)`64HaSxc@3RA)D>a2C4`aTH}U{ITeuJUxU4M zOAA71aftgXh~`VFE}89Te&YwT zjTB#N(Ozdw*td36I&@v^RqZC9L^vu1>CZkpZqSg-N2m}$c8HY+UVh_r9XxO!vv)m= zdfEjZ+T8Sx*s9_%dA)6BI~1K6pc5;a576=%>i{JJ-Gy%?I_+QB*pVH_#^S&Q$UZ%o z0bW9V75I1yKixr(`QfqKt_bODB{oLtVdNI4OcN@P0#|rrW-n@*(s4XeYj(w?fkp=d zNSFMRD6_B$#61hHNZPv*#?0I1101hNx1Jr83FzWvsxq1m?#-pw1k&$0JLL2jJotFR zT^a3xXzmz#&^=~qmmE$ka_a8LI9uR9aRbPaq6%Ryv||Xh)e{^Ib`zONYIid+89Qa! zu{$a=8@-3eF6RhF5D))&h{~1-(L`8O9_2c#RZM+?xQwt^RpPoHW_LRLiGR+Y%7Lhm zZ{bOmvh0@{u8y4_%;5@NUERTcsl*N(JlwNjp3gYuiYQ-&4JHLX<~eSPNI53Mem$(% zh8&O<~iK|$VS=1Bp^NVp(D$$DDH|8SD^6yW;Y5QaU?FaId?XW{a`XmeIvt( z8rit%t3x>Nppbxl4EK3>UXW%@Tg`h$h)n^WykidM?U!{aocJdeH(fI@pbhhm5#JJ8 z&8H6QZ3kVSYtYW@0{j>9RM>T|FJFB(-w1<$AVB;tl8+odVidFvXk6k&2(W>GeF-%AqOuToLC8eQT4M zH00sGNz!v`nDIWCtv_KSJ5Nh~1M42UtQFBzeK(J$Ws+Z$HJoWMkwtLRv+T{p6fSM! zYWObP-LcpJ2zv}BY;yWSiyEGp1vZc30Kkbpy8m}Ve$_#d;N5)_=6`Mn3fz^1TjLD8 zwhgNzu7e+A+7OC;XL7rrpxp>m-O1K9#0S5=l8ua|?kx)0O*7+sR!6;zvxmkFG~SBW zjp|OG&9|FC&q7;W#x%@X!c3vGX^EOel26xe=VF zK$r<7$aP$3$$LK%1eqo!*VZuw5S%F;#HwQNQB~w|ftuoQkw;Ws_8Z1s3!8k?X8KaK z%e7hYAifnEyxYg&dIctf3W7~oPWGgtvF=tVMAdFTdtc4*IznxklRX|KhOzs3UgHA-klPfv=;XHe9W%JC@X87z#Wt$KmSeYwH5N#hIVr3B0?OW4?{3`xt3b zB%eh}FPFEOOK0GUYt1Or&Am+ZXQ)=`dp`a-C!X8Z8iAmz#069GcK3qy+udF8BaFyi zg`e!@0~;SsO_jEjg=Lt$x(vi0$>y^xHJP*r<&7d#+5=r~iGeQgi;#OC)Ud&f2y%x5 zK53j`DA(}8LSMC;{$t4gCk^8A#NmDs|1g@7A}Gyg%yzyp+&9?b#=Wjylx9P(^bd0l z405XCkPMw(zD(CFVR{B_bd1_-5sK}8!P?2#56H@))kFTM$)O8I47X6UW=W%0&_=iJ z(~NWz=o0}szP-Yq|k$HmcTcx_gpun1{h?RS5t8T})fVlpn@cxX#Do&KN3 zeF=1W?^iMcP+)4mvxMz`fX4zD_G4W-Iy%6Gp*n#9&?sNSdTuD7OH8Um(d=Tz#ja20 zVLq=ly%zy^Tu8qq82yj1NT&}>tS=_jnINrTO|$R(HL-Rigbv#B z==lw^n%qO+v!L{6m6*?d238Nt`e~O<81Mf(knPoLBshQJrqhc9kfri@Ac+A_}muy&~^Ox(|N8^p8!*^6uFARDoK*=%+m{*n)RhsP-wbVgPu)Y2<=2;W|1ss@J%YXka?17>A}){f}PGEhK0$A!MFa_or$avZ7dbeW(_?a3KMwj4_?bD1w@!kkYtgK8~&}R zp(>M>uPyD=XBSRy;nwi4bosKiRv;X#p)Z*FYkbPZuu(zbLYw;LX_S<3=qqO&+O3CY zM}VXp+$L1Z(=Q9>nPGrnCz+FJyhuHq=OY8e$1f%b{-0fK8AqlOl5)&%bZ%jb(fku3 zLqy;hyB}xX>yJRY<#R?6I3`$wjHwIH7{Gj z_>yGivcCpv$F?~R&eee?-44#=k?=>h2cE$vmp1kaD&}7`17@+o7w}jxSgNIL0DKsf zstjH9i-sgDP-y83D<0)CnzKO1GF@0n;Vx}17c)Uq=(lTPXD$e}(U-jY?Bocq^)5UP z^Nk&E43OLc9+&JR;;^x>IVD$m2}JmXXGa09&^N+QoM6;h!Z}0)iE|-IVR;(lt!f3L z(blLbJjiqbVe~xbz9C+aGh$u@Ooe(ER+K05Fv?@x&G4%z+$NJcc##!9>#czN+c!Ho zpu%?r3{3U_2&Rp?N~NLm@bFnB5%6cQV?#b*x=AB&Ou7s<61w0#bOV4Y+*4YuPY)!~ zO~$yNV)rc`V{(I>TR#g5JQ}edDR(w;MZ`f$>aUJR8X(K{k5EP?n@17JuQB>myD+vq z@N@ZC0*6A55B+lHWLwwOEWxLXpQEG3ITeO@i4V4upHrI7{NYa5SRxn^BT^OxMA|Pm z5cGcU()!%MX4L<$Rb4a|HhaSNaTt3^3`V$~*X+G8{R(EiFJxlxI*08)VNHj_d0M&% z*j?dlCwpo~$v+vK(LdHv!A&ZR`ZkF2S9RpSmQ>1rt)PGA`07^t(|770h^;0>{rCkR za6SB7A7mmM>R3ZByYkWCu`pK+Hiq+Yrhf6`?y*>~8xzEe!=niH2w0|II4l7V>%5o) zu81?|gbA5O%mNCB*l6t(?I(HqIT+z?o+fh~xqxV1mUL7Q2sBDB+*CA4)L}`Z6N&yR zkOJtDu7-N=$wqIX>hUrdT8!Rb8c^ovKV(-R6H z7XI|J-KMeFZai!|i)p31QTZk!*j6dnFO>aFWK)O+ld+Vob$?LJrIWkWgy{8tBW013 zNun`+weU+Y7!QvIKMn))RfZos@ZG$xYf)*ycLN9U_L_&#(A@(QXo~P55t`RG{O4XU zgFX=eIn?TEko?pRWku};c_OC-p`A%-&XTGVfF3q6f1OG)Hq-@5MTu>`FfG7AiuSp2WxC8uw&#|E3_d=sE-jIIt z-{H^92pSCyUJHkn8z5=?{i4G;N5%wAct32r-135A*|x^s#ZB9Yff7HffbSQI=FJlV z3D}y493w}Ut3Q%q2|B=mhXp>d1)1vNB*yC&kgDDB)IKF_GWIWZYMRhU0^^3TvF!F- zQj!jT!~XRq*gqtXFw~#ZboF3H)WultI66<)p=HX)H7%(?khm89>FJyK_c|64d*7*{ zNOVa5BkG5BWzdbVT`cViQn%RX{=exPEQESofk3E=E|{D-K%c6|*K=r455IvPqB8}f z8-<=R9llL=W_?|_SaR3xa|5aRue#P!THpj8#sgw;pcfL1t0hO>KI@Udc%m|2#>Tp| zUad)a^sg|;Hte;q7&L0XY#C~Y_twwgvL}-nf?(TTnHRs3? zU$Yi)z3!$L|H~KY({3&r6|ah3A?IvFyzZ1&eB{noJVx@j>BjT?z}8)A{CzyG>gKzO zk28{rfiw7^f}ht$YFrEL*Y@e#XjC4_zbrw_BCc^=hvWY7Q1^3V1EX&zly6W%N(|Zl92sBuaDgSF#;*9 z2-lbnv$>P}2ING0zuU!Bbw65r1v9Q_8|$xc7uw%-J88q8T2%ohukoEK zM$+Rd{V$PoEuvmw4i>GgP(9x9ABj7L4+GX<{VY-W;<{&+5bv9#fOjjz%M^twsG6bj zxMv%Lz<24S?#HSx~W92Bnc;$^mW`0vX zaW1zz6q{-XRldpEcptwO z#)S=1Mk8tM2Sv+wDE~CHn>r62Oh`wZw_Dal*zbHB4ePT1{j36`oOq=<38#GM))L{| z&26Maxf=)Wm4aEV{otemnbrY@?0)Ng^sy~MX_tZ*N5kBT#PkLaa=X@m)7&5dSc(av zyn1(*8vBlP#AkBL7{tIRL^E^jo(%(#H{{~I%4;+%G}S-?^>Oqrc~_SH#(6yUAZHHC z0Bit>q(-sZ)Ro)Vi}*g%M`%#DWXFaw+`d9BKKMM*|E+7_W_ylE?%ite*R)WEP5&k{ zef_A?tzC9!?2RHNXMY&Jbu<3Lct!q10Bm%o!Niq7q5};#KFXY_<4JsB>MNh z-kb{fK*I5jbNJ+>wkD7Y9s9g^U5B}XiM-A$F(9;M3=q)gH!{#kLwrO?#A&|6jB!LK z?L}=`k38(bP1y^k>zBkR0QqLbTaZ?@zdwH+LjDG$(n4z_jNfQl*}KjI4=C;N2bRPs zNMdhV$lURjcM}8bSs8kE{PIs9y;U9#&{thb2`2!HJDSe{?F~;l>H~JstdGxyJ7y}J zfoyEdTocd2ozVn6ne-RU1NyG>;IgNEcfPe8Y)oHU z?tI=|^S;xq=$bwXS)!*w4W1dqWpnyt9B_^A%b{fOdHytn~OuoxhV=P57#b z5$ffkY7Km+MuDx!Rc6q&&@W&~qaS`N@ZoldE&C8T+b@Fc%e?1&$04Q$UgqspC4Hbh zr41_xmOC6=sX9!@WsusxyKMj&wh>=K2ZHk52b8uv`F<5pzjSMx_-s-U50b2u zynCMJ;3OouQorA+qy~3%;JR*d+S!eH+KqySUtC+qA|HyL=Jf>sg;@%} zvC8>a=qK{$^ay*)6z^WyvW>EiYKo+<0g;1seo~j+s5;j|zq#p8%Py>tRKJ|u4Ttp` zNj|(=Z;L!qVX!tL4*VUA-QcLS;4D0W3;xMmfExj=rtLHU1gG4id}(4VmwtaMp#|0-q$Q<*pYvEi~9DJSeH)FuVP?lAHl#Dv@ie!18*y(@n<2hD@8VLQZrf_q)si ze@8G2C2U~_c^K)3dEo|ByXf#H_n5X_0>}BKq8r^efZtzp;{?=ph1%MKArdN=k&?Ti zXFDd=ph+$?K|}|H$gNi|HpxLR)5E^9pEv7G*rP~!g)rR*k!piT36(7{`DpMiYFmc= z*S=HSr0C!p`fyWv9Z3I0suY6kkb*RHdvF^ApcDX9ALU=%uIM0wRR3)S)ctR!GyDG& zC{U>HdmOeZY6#x8>}WM$HY$DX_G5G3{oIKhJd@x(YEF3=sdmNM=1q%N9Mwa#t_+<{WHwQwwi{3VVp(G(eDs^XEW6n-%D^wa0wjngf z5QLH&3-iR4jXW$Uf;W)|Yc0Us0h8Hauv7HuH@`O3u3alIsdN%jOFE7 z1e9k4MnSS7N$p^P_#g7^0DTsbLX85wbC>{Cd;d(vdi*w{2MG&tuz;!0TiHGpMDP1_ z;>f2n1*6+Rrd#|^B z3R{)t&JI*NY(k}@*qk2AzW=}Mh+sOab)uxw_T4{dZ#eS2TXug*&peBgkTC>9?U=s zhWRIgv5lMOv+g|6PEA>Qs0&9yQNT>WZBaJ!V42a&%#C@3cDqhjh5E3zJ_?5Xr8o$< zx19`seFLY_{c#aGgoDhLveWQVrX}X)9FZFevI)B@u4UlbU;yb6h_Xq2R+moYSr^#1 zw``vCd)JZmrqV<17UON|K72bC&xfa%q=!4U9>2ja<7$(5FBg=rEXqhPdW2V%h(PJl z1w^6D3ofrL+T)@e+VlK(z*|eiTeij3e8;+-F6y=p2NferS={suiM}eS-XjCu$KYy% z?nb{TN79MXL25Cc*!xF+J^*FpQ)fUKdHoeJs2GC+mD><1ep7DiOK-mp@|w6o-e#hW z`u1*9yL?LHu_$Ad@D?ZyIg`^>&M>2#2GuYPS5zI4T73t%rN33C1~_KksdHR8I~*i$ z-T7@JgvsyhVRE^?X3g;;&{DiAw7j00cu&v&McPu&ua6DeTw4q+0AWit?1cuXsG=j> z#~I*b(swIwC%+MwcaFRfle?tCk#Nx1bRD+^)ws3dM#Nii-aCq)7N*-x5yZ?8&0mFC z_KbOOdRfa1IKH{loS1mtR2eE@C-~FW19FdK^e(kx=dSWR+BI`wx4T;83)2EA!VJ+! z^4;anN}$}N&{;RHmbeF?DnioYEd{+T@&uQKRR$z0P!`Dmw2|#n2*m zjK`{}F%R20D&JkVS2&kvH}_r9uKiWdWfw%stFI-$-Jd8;Um^y8I+y>BjJ5=6+U%Uc z`vB4g8GLupt>RGq&R1WuP_76I7FVhg3I~FeL;bVup|Vfg{x38XP84Jt`dzK=9y^-` zC); z@p|QV0V;2Nb*|XU{M!6wHwjRN%6GBiMh)f+D2D8RHJBQes&i%Msm<=N%3=ZUk~Jtc z?N_{i$3@!R>qC7%3%9>7$h|PdEBZ_4u+X`YDrh+ancHJ@F2~crRtS2=rM>Z+y;!W| z-dQ{T(yU6kMAvQMP0q1jdQngzD8LpB8O!?id9VXiO_mH_t(+->DnWtKEfJ)zb1ks0 zh?8J{M^#_Y^^`Yl**JfJx2ZZqemkgPp!T5R$*w3+HR%r?{MhfBg(*v!s>xMOt)~UN zV47gL{Xy}Olbuy%gl)a^;D?Zj9=E=036boSr@ zu4Sc&-#2lH(-Y*Dp8cP4FLF`sBBNN&md_tHWZFwP$i<>aYlLI>?L4$#Z@jjVFEF88 z1Oq;mEF<^!i{-$kq)m1t8&a}Dev@4)9Lqf(zuJ+EY~*97+L2@+H%bWAcbbi^#AeL$ ziZnUd(2>@_qxwT-#4x^CMJRHN2!nqgTI{0Qsl>A&vDUmuNs&DOvikFa&qK~efqAio zB+iW}LGKAf#8sz_USSmWB@a^4b~j6{W@dyryBH@6rkpzSR*sitr9+D()h^esj1gAW zuvNn=0?RGE1#%BJ60IgE%PsApl#PH`Ppqh6ZR5BY{N<~PWe@Urfh(?S@Quh|6m_@T z#6@GLkWiOTLEK8x%Ol_Vn$~_qAYDHF5jV)8#4bWkLt03Zk5@52s$+IJw4iE_N}A}< zF6{8NZ4Se6jp&`}U*bGjbd|+cbFiK7aZX2dl_mFw6*3=&XK-eG+Q#NBhb_nQZTIaY zqUeyGy-%^m#BIqWs3NQ;;ZqQ;eeexQO=jf?RJ=6(0Tgmw2|pkLS7rf&@~dKg6{o3! z+=zd?Y??^D-5w4~^6%{$-c=rK+6VHS>San42>2`yf<*op&PAofd9p;|ErrowlJ?(` zyu{ep2@Ek!rVgIrTF%e4AXymkX&CG5{@+a}t33&xJcG}#(EVSpLij{ZJL?`9ic zSl4I1)_X+TcoJ;|YLx^PD%{X_c3c*24Owj7&32!*`g#i~N+@k4Mj-Kh@MdpvafWO{#8ELQNkehBF<5>_zy$m(~JR%va>Qg^|OY$07 zuCU27`OZ0MV!>?h#ruQPfW<*g81p^o@(B^Wrvg%n`9qI&-s}RgXGj*eO(kz0#HVeW z^i^{XdD8#2yAK5$0~iGerlZc#6$m5MSEuhirwni0_*C_an08Q71>_drf4c~D*wwHB zf8aau;%e^l6{tPDE))fzge~ApHBKRLmbkqVo17B`=HkqOJs{~iK{6{56El4xuuH8@ zUJ;FwUVQfA<2JjAl0zWpvQgFov;E3VFR>M|X6k?qJ}(4-4u@Odf!3u1uBHw@189Ln z;uYQa<^&=_#_Txr*HI3h zF9|_dq9RfRDXAiN!L%HKkbrN2r$^pC`KMQ1*fL>?cd|4exp<11@h9hN6csE>RKT(% zN6#9Ld`(w!m<@NxwE83nxLhpY52=idx#?}_CQw?_N=zEE(76wbPGUC#OOZtZ**4+k zj_~JTeg7xu;U=ogMTS~8StyVCd|8`?#9PX<97R$E?QYW`#CNssdV%)lk`L;+PMeN59LRKA8o_E@*4CfI@_E27|_zR9OYP=2X1QSYx=KBlif zl{b;Izx^L&u-8Ji3|q5l#azUq`i(-?K`sfi)T8quZ&T)1>DEQ0EbhtUk5D)C2#tH6 zd8TB~sX~gg*uBNM-!f(V-}D0O+4sOGn&Re>XL~AMZ8F!ZbgCCP+%egGU2YkHBLWvo ztwnG&EyQ_@+gY0X4nk6$Y}8bSZ4~0b8F6|bBEEp{eTF^fy#!WjOG@CgSWRWhzndk% zh+GafMe}Z5H$+{4YAXpGNpOBCv$Y9`gb}c1$T?`yqCy9S_p?A?Tw4{Ctz9-ERm+?y zN+=PP?7Cbuaog_XRqPn|E|i2ywhSqIRryIoC8lXcm?I{Ivzc7KhwI;A6eq6SIDBi- z7&jyCz^sKos^#JTm!BdMxKPBvaVf=zwBTRmft|K5O=eJE{xnUQLxo+bExn^aOt%Pv*IrsK^#a{x>8f{|S^ED7t44GTQVSV{E8M^nCT0p*n@9hD5iZ$|xPGI*gD1RM_R=Mwfa>QLvbM)l+!m~x9&!1f)T#jH{ z!K6qz+D#)kVb7kgU;&t@8Aqwb-bIyi#Id$0JCnNa}CD0aPsNhVwQL zl|AM7LeQwxEFqov9EtS)2&z%fV>U8y>R&EOC_vkM#h7OP_1~9iJolk}1v&fgFiia~ zEh}yZ?iL!D9?^W*OA1Zms&5AUni;Nygah=-L01bHa_p4Dkr?({WUcK zkQNWcpD`981j8zj+nT?-$b7fEKIg^E2o|f$Q2Q*pT&fo@qQ{ujB&zWVv6t$Jx;EX@ zy9)xEj}4pN3ghl2!RTP`!B_o>@4UY_TH8u$vd(T730^g*WV`*`hmg;K1eKr;hnu`W zm0@HMX!{;&+UJI_h|uIH)zkMvg()<`AB0`{x%HVS5XvVVD1$FiIt0Qm!g=p=ymXkW z&^?ti*STOEy7dp2)K(y;2;>~ZC#nF($GxCED<-#Zr9e%4kbet6h_K+?m5(XR6^gKe z(YK)awPMxWhWNXHLF@@^2M*{hPNkQpU=Fw1pWg`Xe_4|?`q}O(N@dl@0BpJVELa4e zU!CD?O*z{=_RGvWq1F6u7(E030+eeYU!_nn%SdPZ8v!^{QMF0Hb9Y4gQY}7YwRc&s zard&(F?c}aHo4jnkJNxtMw1Bwrt^_sgtk;mN?Far2N}No%3~XXwy2=HhAY)AZLg`>9xKJy#vW;I62i$YW%q zk6;B9O-gSD7l~h}iMS`4b&0rR)3B$ud##ASWAG$zm5_T^nxR352L2 zt2#$ni>>j2$Sw=2+e_?!?SI_9?~wtN=M$tA%$Dby+qok-Nti8@s?zAOFvWk8|F|Dn z!)w>Y_70xW=1;mTW-;Jqeb9H^Bd?`rw?8E*CuPP_`e(zsBcX^=Vw(V}mL5H*8 z`))_TP|{L$em*Vkbj1zR{?@}Yp2?|a9nUITmM*CI2P*;w^HTV3Kc6hpXPWH$1y zk8c?m{q5keinoMUER=&~;o6M@+~89-wnx0Qy56w3A((ss^WxUm)GmBXRC6Y@k+rRV z_|KJd8)9w`syupub+IFr@*vP1L=Q@Ce$hRBz2ciP7)Q_P>~HMOeYMju!1GSl)pHw<1(yvxO|pn% zBIHS1)7^FByB{IDE)&m}gx)G~mRo{Fvm=bFzK3@wp!0)@=;)h!FMzbg#s@m*fhNtz zxjYgBbXQ@ar)=2MPGBKO7QW%D@^X2}=_RPbl3e&WDKsI?cM94}$;Qj89`3W3TkvO> z1Fu_@(e@@yj&&eyOXcC+7w*G_2dJ{y>#?$+{S&lzkhTgPt_#&YEhMwZt$RRPMu)9o z+bqx7)2Mve*)?9?a3Ais5s~zpZ3DJ(UwHq_EhTZtrnq_s8$NTOFqgAGK(|JL*a}$mF60a~Wr8 zV0{P&xqeMA!@M#JB6zy(?uCaQUwe6;y!Tsf&0CS^-j0U51KQjgKmu@mz3i2#F!7g* zP;j37gaC0pLLX(<^}nmc%btv;MFcn>E#)I;Vffi;c*CY1b@Mu*ObovPHMFi;6M>No z=o`JVBIxY>*2G$HKUC8Zim9zAqi ziJ?9c$J?KQn|uH%5`iCuyCXEwNW+Z~)e*iH-BE4L%(Y?DeUz(0)p$ZQvgU61lv&UZ zLI4MKwgivI_XgUaf7~Oso(Mh&zOENo)S~QZpjT@_#~W3hfX(RHY86_oy5tYutz<`! z9bl00wfFG7$BJcP#NQhkHK~@#Jx)TztB%nX|>@n-bU>79nosM zWt7w!-k*bMdscZar{~sGo^BfoS-#KpL8wb8m_jZya?IG^!sF=aJ1aJPh^kl9ytsnF zbF$!L8xoD9lnc$tGqY5whuL0|lXr@vdkGTEJ4c^K3!E#3bx;{yJ+-WvXA%9(F6-)SqMsCr@^Rf?FTyN1wPl?k zgS+{`chHYy*E0g?Wb#RP&s3*<1M8w{yB0w`tsLEM^J8CYX)YZdg=sD)9{8nsaDw6- z%F^M8PyQa~n4#3e{A|+`_m)?B*LURmX%!sVF?WJ)ah`nLsWi;RWnz+}t-@Sa_lQ>V zW-TP~RM4>NL;cNCM2fr3w)s$nq)#9@^|Q+r`@qxkHQC}47pq2kDWq~K^~pXpW(764 z6s*@F$+LtbwQ0ai5aYS-g*oQ*pp{kkNaLNUK#bb#Z^9-}6#SyM=KxXuK-)NF5X;K= zsJ-NA^%^A8Tth`T#ui9w5HNq>aE4DPjAJZhS#4>cC+OZ?JVjv#HdddnrB~hji|)30 znYc!2qIqtJ1u{Quc&Ow8?9g)ga@dw9Wg9HrhGE&Q@C2e!ZU_P?&>7Ht)h6x{0Ms~} zj>-=!t-A7D&&TZ(JdxO9%s0}jE{-fWw2P{32bG{8}+jsQ3g&Mv%+igx1E(F~NEp4<>}_d-o=A)m@IE{^k;6N|6$ylf%>`31~^>)t;nj(Z$91h)_jPt_15l9R;q@n98->=LDjPcD5ZM0 zbf4+4FY{t~6>iuDO(AwTnzjl@VM|j~yyK~MG3gwjq;q{@Z-S~w<2fnHQ>q&&Olr}d zkwG|bp4Z1$_!PSo_@MP9aigH`CBS92pYyb<8tX9MY0DH%-p!)%SSt5$*98Uch0D06QTu8oi zBdCB<3aX|l9gROU4om;Rj_waQEuCL8y1r4`3m=LXUS&!u;(izHVduda@%{n3HnvvN z89&z1o*C2|Kbo9N{`e6oje5~hRNqzt_kFh*43fDZXlpiA%5%X~ZFFVb9>y>XmEvV` zw5bmWHZoW5a2z5_3IZ6!2IB{wPY%@Y59WOylcCHG`yvwPH zi?!oyQ~z=vSVN9+n)1Q$+;>aW1(r*HkZG+Be{3Hr<86&?Vr_+VuK7$vg;Bv5;6Ld3 z`qeBR&a=V;4Vt017%u?gj2Yh6+vHzLZ#kBu{P~p~2HcLr)=~x#R0(H%m0uVMTHiZ@_(-{9-I@=%ECoWE_q6uXRV* zSIOT?;>%$h$cN4!$1?D3p(saC-{on-kFvm4Q~bwj*5Cghy52k<%J2Ojw+m%Sg)E~K zN%kxuQ>m0SOQ~cnMA@8#T9+P1LwR0 zPY*hTfPkU80H|;#LAsr#Gp&o-1=hDug_uaw0 zAP1xcDbXQj@H+Qwr{HQ%;$0`u$iPN8hhQ*774A22sb-Z!N~UI|b|#94mly=QGF}37 zn`XXvsQ>opPP{yf?Wi2 z`Do+;kXXq|iF6f^(L3fIyAtF{I#g{xG?@?u;&~C?BqREK0an~jhViP~6W%M51YJf> zG`6L%gmQkyJs6*irhaCM!3BD*ehuG*bw9~1|NfAabE`w1WBMht*-0D5D5u)gZrHJK zsYuO_D+gBnI0@S5XoXbu@9C9hb<>Fja|Ct{2}6eW;5%J2$&HRvNZlIt{jAA)im-vC zirZe~pH#4&v zU8i>u$>*UiQ_%I6_!yEd=J&M*NLRAyo&$u_D|uBQi2&%61LDQ}($YZRp>%(UZB*qw zbQphE&1p|eVeKv@grZ%h2%We0lH*Hi0Rt3ruL1*9fD<=Qs>&o$W)2-BBHNsvacEz{DnFu zj*XrThRP7cGxWt>wj(#m@BZVeJL`-fkfK^~5nE0zRh2gMO3PlOK*a}8Q6Aeq!6FEb zMMCnD*8)cLD}cuxfJ3kQpMb&TPTP+X@jelS>n$U9n7i<1v$J>ht#qMv z5uYvP7(p~xR}Y33Nlp`Jgw|D9G7;Yj97NKw&XN2Zb65$q;zomd-$-#wdL;p8gTfdo zUF(?l%#XuaolLoBt8C#U@+rp36ott3ehnr}oH3fJxt@`ZZt|=vJCpLij_Gg;0M4Nk zEpt-Ih)Kl!F)&SU$wLC6_Rc%sR_Y9VuM)?ydai;g+f9l{z{OzpQn*}0KXtQ;dkr1` zg^1Ua5;~DxlQIYN2T50vqmg$~sA`bRD)0SZD{drr1wiM4@@v@8h(D;zz;2_#O47}V z1ki9fu?z>icD@Mdamf2_NqKz7n(v-uMY88pwRIOGdkNMA9iK{uA6CK^Z;ThI`6JUFeYc4rEa26PI0q>1K{xV!p z{zo`)r_({4E&M(dwi*M^me1o~zRy)^2~W_p5?~&}KJ)^Q*qyw1DUgJ-g8TxnqPw#oh^6j3BLN*Ckz5et1>wIJQ3i7Jcx613AS1Fs$D z+$1lEPdGedc@srx$TK^?QSjxm_H!0_g=5QZAHD|G=|kmD-~jz|#-Mmk4(kaN2$wm? z#$tW)m|u`?&r0^my?d(70V;bJ`;#%l>w>&~xzQ89dP!b`gnF{f+vhk40K75(f<=#G z8no*tZG6I!5F7}&$>n5bl0Ue=x=zC7U+DLBu{)UL|9X&GxZ%-%v02#~#_l~6ugkN^ zU`;p#PB34%3Ash5gBF2ld122-_~FI&tL)9mRc(8YT%MA;8=y5`_ryz0=tyQP@a1_V zk6gf&bv+z+NBrTppy88+#`n#Wu%8mw-3NFmy%$c9bgEdNEoR=S?S;$Mt#3MoVGF=c z7Oj|}-3ITx7InQUd6;(Dmbh~&32XYNchqnhEm4R(s}_cJ9UkkWsxh@w^Vhz9G{-$$ z$=<~B-MrCqZ*9%{nwMG$Eus$LGeCw0Ny6sLM|I(iY+J|D-bSwZBszR;%X#J*gr|4rR)~j4=h-pghIYm$H z3(8WYJhuxs--`>sMLcaDqxE(0Xr@g%pRP(M2rQws{UT|m1-YFAACbaMI7l7Ce)^Q( z5fAY3)15~@B2u}3`%dk93O-^#sZvq!LB=to>eW*4r5dKqtW!k4FAHgSfzRegim@CH z2Rer*M;5}9xo?s%cWSZBm1lLFpfC?0W}3(MTv@EIc&Wy8HZ#DA$KwOtqP|0)x#e9s zn;#dU?e%|wGw}^SCDRoDD&_rTDrA=y|Bi;cy1w}Tj7ECM27Fr|&|*P)nsey7az5Hv^k4$^ zX7-TB8NuJH)1l{93WJNlZ&h$tWUu#Ns--40JXxyetOYll21wUKP-8wZ>qgOFV-_uy z+FJuY+pnBe`#|5r?k8yQpbqrP3GOh9qL2??NYhViR=FvBpJeY~U(0>!{pbwUgKeA$ zy3g(0xp!E-AN*e^&x3=w;kNcvlneOt1?AVD3tcA0L)l9dJC{2^4TRYC(!CfDc?^I~ z+mzTsKA7>I(_p2cvtXOn0FpNaZL5E;U~DpganG2G2f!Xx)PIH!1e9rkA(5oG2=k<9 z=XXOCY|{Lyc*-b|bWQomf&0e<3&=J1j1T;M zH_GZcL?%Ea!$<5`_7H9wQ^!cPU+9)foMq{$=XlqQ-`@-+jXN*+u8vV#GF-GUG4Cv+ zuLl$RcH4Js56j5JUL*{3f!OPU(+X;SQa8!`>UAy8Anmr|x1~G+qd4w@*Gz114pZk( ze5c@hPBBOGzI1Ta4xNTOPUJ5z@VKH@AYG))(AI6InNy)Mh@$yi=$yK`W<0?F|1cUj!Hk{ zBNpc1{Bxn>c{v+%s;w}tNhW2*)j{ek&w2}p1dzP5^#}wl@__XMu{DVOC=Rm-4hXiw zn7ehkwO|ziM&P(4SUwP9m@yvQNNiY{$X>dO#X+B~92Xln<;eU#qVX0o7_SszmNHJ^n?hUOb97G^f+k=`fx8j4^T#_il>goC>dwPJS3;W?SV4z(^!f!_+|GH{=P2g~nLP5NX^55ev|HK;Ksvl0TE z!5o5dmBM@9eV=?+P%dm_4P2cd(x0n;iEz;J*lub9D$5+Q$?Q8X)v+3`*%`&%_3W?| zI-CnisQ}U%zF%7@(|!S_!>{AXvs?9Tu--1@G^voVWml&8K85VL>qbkN&B0|S;)aNK zxf^kvTkKMM$Oc8?_?f5{J@P{&%=ct#=sn}|RRHx8Er<)f$S;Qie_Z^idw}DtFsRS* zqq2zs3WSz9s`Ct{dF#m9){!C6t}eoIU)XdhLLM>0sG)*1NH08Hh8G}BIHwMed6ud&BLjG!iICMPQ|41}&jd876K%D6C zu8<_J^o{e7$``xP87bE^IqnWZ`W>Ca{}_+<+25S-0@i`Uf6I=IPU5)BNmq4!>&W27 zNPWoN2`=~BA%h)cqbml@0}Y;P>KK|+rBf}%Lu$u4TU|;vI zJ8rn#|35!n${pByh)ND#vR)NCjp@yI_uF;UA$rI!{&S%{ST0|3^QFZQfS*sZ!gg`g zV}54WHzy@9V_apsNUzNxVtCBec0GNUQ33+DVZb(m+-4DEIl0sDe=30Y3pfNj@KYC9 zCn4-R>R5&KDj2VEpz5w0?=W$U#}C+Wkms&f4qH{G=}zrh@m&s3O_}j7(cfADhuSl? z+PuH$TS$+|Oiu&>M^|r~oK=>0L3l8lxa6jkvea{3Z|hsjA>exZx1#O`PMr^VzwU*4 z=#~G2fMLf+#Txm}pUislD~b>!Aw(dD{B&ll zRpqPsag*kHu=Q-1{a;NDBq^XPV(>dM$CZURGC`VMg8R<9#KTu)fP<9+ybf{bM;kWV z%~4rLZWw33i#l(A7mS+zaYJ3O@v1BO+}x81Y+Ry+d?zWudj1q6V*RGgpa zN3YUN+D8?)B-V5ax7DrEE0S-y?Ey?kMtg(}h|wAaDL>%b`^w)oxPh$bzd{1(Dj3b( zUvYdZ%v8G-e;)-BPRXgY8-W*~_ETTVAXKwFiaI@xDS3xlfNF{$C(1acUu;|Xw$0I$ zs0aF&m6b~fDqh*tTO7_=i=(JnwvB$ru0FW1T{^SG^Mc*;E<{T4cj9*tZu;QQ)H;Pg za!wEFIL3aI_hyECJRXBH=CW#q4&6kEfvkyS)a~D>dOGdmE-mRibkgTXRlC{(X8Dcw zJQ=!QLWSf(q!KBu1a`>W8H#Ozy~EKMKikQFBQvu6T7ey~65_mF1M>V4DSqGg zZ9(y53&8vVtifzg4+2+4n6n%Xj)n1P6y5^L@0+_*i$=l4PGiy`#*RPR!32_`nT{W1 zaS76gvUND3TWTQ0m+hzhmv#_*mWb;pKZN%@t3=;L;xCXvjW5BpXeq^8l3uL$r7Jr3IH?kbjxP7U z<%MlBBHshsM3sy?PDyhQ-jQU#f{m$KxH^ph>cLR`0@)TK2+};G#;dty`B0b;f!ASu zbp}mk`d7d#@k>3CYoefe%PvEB)T~hAX3_to&l0sk&8&1+7e}^xvr#95HKDC4;o4ZW z=+Q3Ts=X`VV-@7&EeXr@l)-bm%| z!0fAOc;N8DimgTHKKlVLWrSbK-WcWbUOM__khiAJk`h#FL{z0G7O`*oupz*wn-d)L z>&D*$Z1E9Wp>qV90U^Xk3L+h&Gy1YEV6Yxa0AA91d#t1F(XX-ZuOpSv1$^8e#IqWP z6iPJjt#BV=;IsiJcT<8en>*{r4t%9=8lGM4wYEtO%vt*Z88$cGS8q5R*|mUzFkL&3 z5QPlz!`SZz%y5v186tfoNw=$3HbcsbYPC30R*TlCOU08^PxtTsrc8%XXvbLn z`Z^tTHi}+jg0?$B^cxbMqvHsF3AQD#b&%6_W>;((sczNqm$Ow=17(!gVWs#K`Yx$A z8!AauNf?Q1g;eX3`g2%`c@5-bz7e!u4~KIfkbThDUm)K3apg(}W`%9UuItgYv1OSE z<}ruI;{jzR%B%-F?{&Hlcpu{O6u4ow_c1*6Wcd+C9QCK_{SEI!hxv-~>FMV6EKo9>{~Mt~rb%q-OXFrPyXd_^MQlz;XebtvE_ z1KbUx|EVagjA!<$z(4d8ET1w z4p9Y+E-Gb0_i3nv3q<+ZqQEt)Ue|CT^rwTA$9~tUBOpfQ&uz4PZP?qL^kt#qOVjv2 zX+ob2LB?=lbdHRuI=G^z*dVxcY+Li}%+~|GRmUAAwKGpFZg2;6-j&qg{%Gj6(>bwe z;Nf&JLDLvJlyP<}z~hPJYDC&+us+Q*4jxesa%Vw-5E84JE%)w+NKL;7U_P4vw%cI~ z1)$i3s+FJR-@eQXtu%jqsb5Y6(J1M_Yr14DIGW0Vlt>uzf4l(prQ>w#3ijaz?;1?H?i3f?=BxFY^X+|6wEEzU*!7sOI}UV;~M&eesjP4348kr zN5r@D!Nj>=7;)I5{_trcC_fJ*cgWZ}4UeQy$%G5%sBLw<9%@Bt;39@Qm?guUJ7*Hm z)*x(S=Y#6Err!}cw`?P zPJ1Qles3+Tliq<7Di>aHJam8w#B%2pJG)uzo5ct`UG+zQQcGDbttS&w@K{o!FhLD? z+#HXAoBWU_u1N!HdjS>GI^xi1B4OH8|M?mBU+UJ!4-i;q`&ZC{OBkkW+rTOxf~yX~ zS?O>7GXD;hIuGSv0`BV|yFxT4Jx&2Ey@DxbAb*WO@x zzn}g5V=gms72i%r_&ntAsF zKyU^qAXzN>MkQ_DX?U>=gJq=uD8A&$Id^#&@RlhH%pqU=+q_AEp{Q*C6U9az^Ftqc zh3#%iwN-D$?PdgXVsGul9mas)78$)PDh`D0{-D`s>OG>dZ&aohETUah5yxhY5y9k6 z8*VYLocvlx)Rj5%uL(u4+pnGJHU8+DA=v8YnSWO%Vh-J+6YAY%$qml2dv6^{A-oNC z;e>Oeu)+VIMi5_gUSm#{y&qhjLyGS5Z$GaB1#MoLtNxXi1ci+DoN+(%K6@1erS9^Q z16HYfd(JqWx&OEE7I)IEAdmuSUSxGG7-s-(Qo)air!b?+YL|8wA)n-*RM-qzU0Wh? zv2(p*s5+R*4Vb#Ug_H1(R-zZ?os z+7i}F+r>|-&sAeSf{p34JADcitE z(R4;v(wX3g@!f48BQw4r3dl#uwBAiErlog|_78kBzC*#vJKka1G_G-!AHc%2hAuLLLSplelzq_@JWQ4QPN}#^z8>$ zW&;+Mx}DP$N{t*j9aT@QaWmjSzs^lBm z*o_e^OpN$rTl`o!+^zSa`UXB!s&*|PEo5k<7;oVX=uk?vJRJB?WQY4!g9LaWu;JAT zLjq|6LIe(&{b<%PHU;$K}0?wCbYxS;4{4NyYJt%%j=PL;Ja{k#u zAx(n+Akh5@_0S6;M?OZ`?@1wvc@RDq`1&#IZw<%?Y?kh$P-+s>EN- zUP#%x^|}cn!1$aSQ$*0?~N$o3>O+J3s7 zh>`oF`2q_9yy|f5Iq+8K={Ii$?IgPq+V|-z^1%hMxWJ8+k$0)azFN%5F)*NT9W_lV zo#YEgc7jMJorkm3@w7ML1)CTQhMB?+Y&`_-F3Ktzloxr1^5NTC z4YW5nhkVREkOCCPL$g4|8~z&x75^DK=kuRahaAxAi++uUlWmA&L4+ER334~4NmO(Y zMezpHc%7%u@ zuHQ#`7NLT=8Q(*ba=cHURs)94&rX~hL{QnfEs3R8MXe7?~UOg?D4(?PmJNeT8a=75|Z)U$?uN<;4zJ}#S zbd@&(#s$<6d_zyu^3#?!tZ57R`hhU=N=b)`hWsX=7(c@ z2_V;(sZ{Jv{{6tKW%t{YK_IjLte0k~-K`-1?ky&AbihTV4#=rt$3X+Js$ zF0}EbAS&gG9aVB;_pw`@cUJrPk=(q$6rtZ?P=3Ya=b|W6vP(A2)7NdNC!>6Ss)?-d zNZ_2e7Hy!&)s64>dMw4Xrtb~O?7)2E1#uJHskM|Z+z*j?3GJbiCn6u;3}4mm_^Els zX2xoO%|f&`duRN!WoLS+^o)*TLv_n}mjlY+j+O>w*Q`do)y;FD#PA62m}7!&zpqfi1R0bhW}aD+;{UHiSlRo;G&u{xEsJRVSzQ(mrJM5_oRDA;Fby6 z?8bwisaGw{Q90K;6gF;teTaTBtT2<@xL3I^tM?H74oHcfYie#wKVQCgHACg-fGbj5 z*!+UJpkegu*DRHW=?I4+O$}5m^QH;nuIK#+EWk4qR#g{%nkIV^+sjOn%SbRI+8rKW z-U-#azroW=8$Dj_wx}|)eBDMpzOaB$fq9J3sJh8iGpGMJ>erv51Ht2#WXZ;f^Gy25 zR`(T)Jw;TCvkc$7vcFB1EKWJEXC>cr&Q(x%pW;Ba-f=}06#wwlk*s_HzckhGjF1Em z{oJC2!&nYiVw~wfn9eofW)q!`w^@C+3?gunt^%Uu`=$e2`qwN?Q7;ANh*VodD7r(n_bl7e7DomvHht z4zNeFl~`3}yH;iXl@_z9>pLA?Wc4f<`X$cl3m0BpIF;S(e!;TUbm1{0k4uBP%l)vN zIE}E}wdC)<#y3rRcV_Vm0z`z z*SO%C17O#Bra|+|Z}`)8=PlwZtqY&gr9J7oxRw8scpSaW7qZ1SSnW9YO|KADo`}7- zhaJtizVymmOAf;>CB#4+@bZn2mtY5u|3(kL@XkXS=LYfE6na zSl`i>xAcjzy8h|rW(5VGZB8(}8yDa6Fgxa{m-UG{3@D3aC!xGSxkas&MI;-={F-vX znLNKwi7_-6H*pVpEilSGnnT^->@T;!6MqypXH)R!l7;GPf#{R`UFX}QZ6C^L${(1R z7QV;CZ8m0#0Gi<9=H}9V&0%u4=1Of&q;v!MgB`uUnTbI<;{< z275Gmt^1oc;vT|S`IF_2%7Hl&^G8~BWHXgC92js?4}QDsPbv!6{)wWjvMCllcDA$F zE%%qJQ{r|lx^z86WSq!7IM!|lr+*oXaln>mb*&j z4orEzqPO_=G5Zba&G$4d)4Q|)v$~a3$J=Fn(|;^;7=dLZJu#aLc9G9tX z@r=G(r+X_)9!!pGo;_lD|B~vPlyho+5U4Rn{6AIyps+x6&Aq^s17qwFFK@ryi1Z{L z(qFseKr>AFtIz8-*?{h=9LUY@gY5IWDq1BjQ&Vf*?_GGphOH1A4E?9-&H(AwRyJPY z?a_j7kpb0ZFP0P*-N3VHkD~}W#HGKjn8CA&*t!#{(tlKDy=7R=dREXE7lNu(3vycp z3i>$XLrk~LhNQ-wSeG(?*S4DKhnC#FSs(doCE@fU&&a1u!~!|*O~({29^o8)T7BH@ z%bQ2HGD{G-whbn;vsVk>nBK~KgP1=u#LKQ~{Pa^?+tE+e`h<=y!D%()sk5KrTA}*$ zmGCVKdUp#{b#Dua74D3+wfS=Tkn=CA$9kJ3T*gYiF%F-v$ly&cAv(UszNmm{ql`yXcQJ>(42l&MUA_QC(PV*aV1 zOShlIbE=9^?x$WPW|>l76|c*U9k*NqZ1XaJ?X;fil8XwYZVjZ5(-^+Wn?IGsQriD7 zBf<@;AuiqakMF{VY*{_tWBe%PxV}})jqxl()#Ug$s_YXWw&NgB|HJP{6TjOX9J)QC zZ}6sP=4|upa0sG_@E(E1Q~N|E^9r5x&kEUoYzfN|3CUsRkyN`4a;4du+e8W6u29*h z)mdyuDHM}0CR|p%)B5xNm}&3xg~!!DxDWFq7iMXk8z+r?&W_)Ia&hyB^VlmFVIJ4B z*7qknCEzpQzrARB*URnBSWOAV;T z9?@390siZ6r6D1k&z7cn0iV~$N-_81h~|67Pk+jmd@!_%5*W5FkYoez;_dUe%O(TU z5u$bmzTrLDQcAyNU-WPIWmsu`@uYJ5WtN@A=r68a)-<|j^ZKXkMqD|BbXJ0-4rDGk zYeF)GBid4-+S^pnm)DOx@??b7^=A9xTJ8Q2#UYP=HHuy^%JimHRQIC24{IuGm8DCu z{l_~0H>Z9QdXc<;2szE1THAS~%ZqOh&kM_V+&M0jM{>^R*tt}@!1>Oi?b|}_kC3dh zDu9XvI>bhBSA6_gyYlXRu5<^3leutrw}P3yGCieymld^(Rk@>hW1`+>%$R`BSL--^ zW1?K|#*M8A)l)uiK7InyKYm=vsR$Sl<`9xuT`E`+1|v8*bTdd7?E|k-^R2NTxfw(_ zdFvz8;S$pJw~~YCv3{&{Dj(7wfc=zJNd`kHLw{T$29(VUaOTN)SRY@^BPHLM*jet~ zfz%&f5W{69kG~kW8PtN#U*W&y^0V`H5We+>#nx*_!23C0^~OZ*pR>|W2FF~`?911O zakBX>nxB^KxHc1?=QM5jbtAhh__SCRKJ{(vk&V-*3)O5J<+=WI?hgn;&M1D zdS$CqtB4>8as3CUzv!7(a(3yZ=vw70#6s4NNqM$%rTc21rM@s}`lUD4eKs-R^5lPL z(_Z^GPM*H|7rVi~gU%&BcK%0zE<~jjy<%7`{9b{mI=nZJ4i41W-~T^#8hmuX;HZ8_ z$4q{F^1F?L+1M3ekilhw*tzE=?y_2BYGLxC)MTB&WxjA3n9BU-Ep>@V+dIVfSIdkW zgko5xzv&uQ28eaNI4)?R?b5T%?|J!jefhdctQ+Q~@)Sq&o2VpjlKDG66NP+aU*^c% zR5(aE@+*UTOhd@&;z0meGCw<{E|CvG8mbw$2*t1hNY_e#?XDNH5M*yB|D(&^5M;7j zYK-y}7l738UW|LkX9q!MC(q4<3kCzoP4|8+X{U=qyO_7mNOb+hY)_0~o1$Y{cZI9$ ze-IV9Ns~Q#Gvf*01xlszV*Rn)>aG?BMY}#r^2u&lLP%XPhpfM;d=;R~FsX-P4+r78ulE zzJ*;9WF#Iqq~MXTP@5)tT%2}o!zR(d2iq6PA8nk@$Q+uBmq?CbT9;M_`E))}e3Wkp zlBKn5Clofk*d2=l$(g_1b$KdtF)a$ytTSdW>VOV&=1VUC<}nD9D5~jrj+(w;tfjqB zA*tzd4s~qA9^y^ma!dT% z!8F$%8M5XTM3@r;TcK+o7pjigz}MR@wNV#Ut%54gtZFJ^U>;OmI;bt;r<}n>x~RR* zbDj1ktEx$vk$sWp14>=o`Le)f8*&Dp+>AxcyUjmjU>aeooq+kJ{e(p9w06HjX$TIE z$)@tPeuRJ6={Bsi)RF=@SxX)uJIAJO1u;Gp-rj!{vu+VH_S zdN~#Mnu;8D+Cy&-I39p1?dGG?qZD^GhnzS-`^8k;Ki4U?DNZB6)gqt;zOJ~Oqw&@=5tdN+xk ziVYhOh!=wmJM9C^cSLa3J3Fn~?sTG!lphv@+FrZmrYtAaROZj-c|`kG4QKL&r@AbAn~?I6fsD?x?K!kXKJ>Lt zuI>_qm#5~81QJnv);5(F7f5t-JPleh_ix5-x5x$gC^t-v9DhYhE$sPH$zOLk@+Pv% zVC|Qa2*$i!Oz5VX@~K*@58F)X%}{S;qTSl^qb31A$EkRw3v53-_lCL0pQ^2s;Khn~ zI@peN6mI(tO>vF-BO}Fkk+Z@`Bf>;UD(WiKOT0mxYVTIp{`|H=u`onJ5_ifD8FcN* ztuYSJt3Y%VnznxI246B_Sab|&Q_~l+5%05I`P8(<@-bNm5IZ4*G^32AtL<&~=^E7D z>H%sUD%w?x@aao4La$p(dqffvJd>Oi@uVVo!VbX%hR}g4xHZ1bR1mRk!uZppaVGhA zr2MM-OSJ2L&}l$*cyp$s;IMe1n_~j9sBi6w1HKV=(Dn(|l29ayj*Dg>3O@`z zfPadw^fI=HgWuXC^=s=3>Lo>@VjXHQT9Ww=du;&3{V~ zlNM?!yK=d|`+i`4qo#!4%(DZl`vYKg|196@C`+-SBG1d*S*z}zc$lAn1ju}D_dzN) zrT17`#8lQ*1GOmMiKSz%=S9`jqbW%XFCWew(*tYB+p!65sT)meTgWu}<*Ux8Kl&Pd z4lMl`IU>{+zM&bRoQRx*nJ|w69EDS-ZgQY9ds&kBi6JtU#;KxI0kw z6_1qSSoI>}F)ULycbbh=pdi=c&Y+b0xsmk9k$pJl!3Bvw%O?LoLPByak_K~p&j~kW z0qG%!kFf)nii2W9pUlH0et24h{V-6s`{XP>_Y$PVrq2w8zLGxaR7c2z^f`Iw#a^%W_$h?XHJ~vkotaE zk$fyW=}E=exqz1!d*1eYY7#ZC%NV5enxrjXYyJeD`TK@)Jl$tww{S3av+d;fLvfzM zApPb~54p62t0%*RJPU@U+t0jV9aa^xe460WtPwtEH2hS_O-R@^AU$n(?YiaHiKA0? zxk(8w*>BgXu8ib{TQ+~4kbic=xN113{+y+0i|l9rGP}_$BggNyOR|YL<8sTq4-fyN z;iiVpp*YC|UmdHmz*=)e-Sjj^2&72x2#Aib60GJ~#^3Hqr@r#HD=B_`K@s$NU0OJn{n0zKG&=LY)>mizd|geY6dkf8 zN>W1OD*sj9_0J8Lzs*gCdRA6f9eNJ+d1jRP$7;NkmJ!X}hcHh54%jPW+Ula{L@OsI7{&guQrb>eB~8OQ~UOmB6PY`w2xv@g??^W=>6X2;W)haT=?4S1lVRKr=6eLfF36C zNzl)&vRm+{^ADASs+?;;l1RH?{KJEc=-Wl_KGH~q^@!3Zf$&e7yo1^gS5st#Cwhm2 zf|eWDa6`WHNIsfGVZh*orlnLJ#(ukF2g@UjbRsctn~6m3;@B~uUuE$D*7Z);Jrl-j ztM!1!68S`iaofxw4A6wRyR$Q3rcBvNL9=ESj(D{6qAjVgsjPRs4l~uzNGI1U;U-Hr z>wxw)wccsaewu|&-n5S_{Zr#6+T)L=vkO2s1s`Vu%G0#7E+-)rD0v8HB!H-WVF~HJ zwj3wFnlmWznfm)Txa_=cU@G)rEzAgsUO&MY>^NRCwP^TGjM3ecS|-%@#4ly=?)~Ja z`}X&C-soJHG^($XQ(3y_c3bINm}N+*ndpgAr)bJim7lPm!5jO^d6sHJO()L3&=5P` zdIZcEZ%o7Mt}U5sSTiXxx8ZCC zzx`&NHAWl9J?WRE3T5BsUTEsku{7PC+i=b^o^%hdOKzz^D39v_KWIvAyeC%nK2rE? zF3s=_yk%8Km~|PvhAJ^z@+{5+>l6)w?cO z1GoPy-e|5|HYNFYE*IWXUyMw5js1N5#Z{GKd6T0Rv88E|BW<|c+rEpRZY7mE#~f`m zFS7dj#3~cKJNxu~alDU-&){;3VsAfy#KqXd0TQn9;j+ns9+^#V$8S5|4_hd&Kf8QF zvdz|XYemdc`WdS6(&deTtF!45)m{dy+dChQxb}?k=o)I+M3HqUmkO(3kzourVdGId z=0%{41m(J@oqJzE*%g%kiQ4i049eD^{47chb#MixuFZ&)O**@py|}UxD#2SfaI|L{ zE0P6>6uoQ3uBZA<`yjR&Ojsr!#7q)#D18K6M2eyI&{&Ee0qTfhn0UZ9e6?h#bBt$X zr*7b%kNob*iz}$XB=*|<(iBF*@i9ta4L9=m@R@R7urX^FR!!)C@hb}JG`|w+>NX)` z(&9Opa%*gi$Fjf9;%F#*q6CO|sK#vLPl5@INB04ChrP&O&#CMkIo?|hrSj`J+v)4_ zzKE;%yvasQ(Xo;PHT&JF>#r;JTUyk3Fl`U9s46d(WgMPt9ND{PyCH>v+pMO^e4ms{ zxzgX7E2x#qli10VMhv03tZ!yx@Q)RpJ_jNeXz3U!&| zv8TVjjD7*@TWh&-M7IZ@3##((m}`}&FLS~&jRjoP*EXat?b7CGN^opG4+}=0oW}T7 z8tr(y9{Vyrc4!87m^QIyVxx9L=~WB5oFA-f3iKt?<9w%deaQ1Zu!w=0)B}22)T@cn z65X^Pdo2Dm8qKa5f7{mOF8fE!O{guAB#ye#41ZKExZz>4PwJ~?aVz!>@yw%g;SCQ9 zXo%z6bj3p!UDWx;v!xp?#-n25h2v{SJzgI?e!=e|`C8{sp^SXdBt+k)JN~g#b3M9l z)Ne?P%Bu<{5GvZl5fnJ z&R7&_T>BD}vSy(PG1iz|zeinOE$Is1a}kwKN)V2MSMno2DN8WLpmkgy&J}42S;^2r zD{%L#aL{pQo8^ud;F8J9u1Az`Lg*4Y>Cd$@+*9mMEPiYh(VcfC%zKMeJt2_P58dk|2P>WizmdP6ayNe%b91;3u}t z3J)=VGcw2{+52i&S$2pS3~}5Z6W|9y;VMt+{+8>7&=OA+9Hj31*ci-cPP^aZ$zEz~ zn?{2NUDdzD7zO{d62?L96-J-^j|#_a(+#j*wob$R!F`JMo3`JKzLW15Oz66kBbFEo zBKf1xQ)|XujP83vCrlN1gkmqG)lvWy}%OF^zdg94fCkLfG!+2uj`_5<*YUh9LRTdV5A=h+tHsWbbLR z)^V0s9Auz-1i8+4Kj>Rh2Y046k?U%eA;Lyn3UR2FXGv`>=h?Xz9f)RJD-VkpP5Ow3 zNFz_zwlFbhTAUiktL{(caYCuCGXs6!@wPU?Yt{w`%ubS^t6XkY6R#@)_poZj>}QH; zp{@UndW;fZ-v%lc^T9Qy-G8yG&KeUL!8-X2ylVdGI>>3mV~!d*J17szPX+7uw{q7<^1(LUM%%k$(Z2dGS1Cv28Hd-?okyOY+?eqs-FSXM*!Q=qDZ14; zu=Gjnu-w9V7GT9nx4#}Pyz3IXqod7Ia@^1|5;9`HeaTc^+B23(jn}|-g5_DMw|*{s#_pW(aqG$iKN(B&ClJ z#Bd&=1rPVlEo&SA2BPWP<0W>+SjmmhQNH^b_e=zWDJ~E&T?=M^pv5>xamoV0_abBi z$2nYuENpb^t@KjM-a}s?dl{%!8kf}vTenJEe)T~WvMn9&K2u$q9{}3QFuR%rj2Ctr z#{=uv;Z{*;*kgB9pzhGQ5s|?IRNoVS)$Ike89J`t2)?Ex7|1rK54dIsG~<|EZ~2cK zowQj1v_2mW3>W6u0JYqBi^ufBy-h8Mf5}TTuTYK@43-$aY)m(dJ=r*__t4*jKC*Ym zT+Hm(V;_I?$-Q7;+AM2|?*!vTO5PuNBRHR_)F9WtUpd)Ck8(tSbNJ~__2e>-)d%Uz zKQ?uy4m67BUGwfqU&~$&ZIoVrQ#YF#@(6qgUz$x|76c-E%6H2)dV!uj2c>o^V5ToK zt0W!qe1&u%^SBrcj8dZ2Sy86eKiT`E)DZAvMnRZ2YjD3u+JD9+jHV6{zv&Z5u*nr5 zVAcIs6XLtiNeHO73!{`J`XYcQsS36~rw&v&1csL&s`dUg_!sXjpxyR)QJRh?y%egH z2Of_iZ)B0*J0E80qB4}IK|39%clC)Q z-ar7*BhpWBdmkOLcFJjXrL;nKO5=Jb68F&qLbJ3C)1KK=`j?eB0EK zky*`}98ft3_E?3HIp_nc(rT@BTP-UfLWB7OA%`r+Jc3TCN9?FG!i!KWrEP$_CLz$+ zUzM%&hw`=&{P=`fes~b^#E^ch`{qR^YW)u1V6AAF`<4n5HLmEw!~-{O+=?L!@|&h& zVF2k6ZbiP2Xtweq$h~kb0y`$LXZz)blo$;^|7H8}SEpl_#bO%lY`IDeYlrgKx8p+X zY@a-qtsQe`-)3Lbov0f0oOQ}^;s%#c>e`ZgfEx$DZ&f;{zHY!9v?C1XjQu&-N^LMr zWu$Hf_-7PLZ6c!+Ipxc#3EiJq!nV75$|g_VmW|;2)ANGF6O4_u6iFLnfxQz6axCym z^KQ~sfpxD#4GzOdb7~0vc_x;~`TJ8+m3jYESn7d{*sHa&c-6Db>IX*YrOjj(+IZGqdT?v+So(K*$Ia};k87XDZg`c&fty+V zME7WqJN)h0jOU3!AKz7Et&)%Itw&em?LdSEbINmN*E)G7I4Qt0rEcK!)q=oWegQq0!tj)+(>;^i z0>FWndgp@TIv2{& z$0;cvvN9aLxaA3u`8XKa0GdGgqHV1PRjrGsiuzThvMwcNJB}B)sJDL6Rf~bj{Q{Lg zN`DQ$M4y<(_JRn2?8nE;JX?>v>#&%es~MQLFvBlCD0ZD(2`t$01DCJFkvgvC%t-hOnv%FcjgR3?IJ9&%5rY`URy`fp9lNr}fNS%8M|aSQ z0a3aC!Q!W94Dy2V4rCpC!!<)6S|7b%KM}*cOtU_Zqp9o%k}2lR@bA=(2OsA6|2(TJ zwuJ*Tx5|RrVYd9};W40Tuo9fTvL6Kb!r|hFmcYakX1GBPj^RyXCB=C_kK&0;AH;{* z&%IY<_VMJKn}xWAZ6_3}kDyFf9|z4YIPs9AzAc$TOo^p!mdyauf}>jh7~vi8M;I9m8hegbVSq21#Co5#mzocO^X zV!o{R*TG%O{wx9S?a#Vvf+zo@X=NP*ALRhLJ?6}5msyW(Zn^z>pl|Var(8iw)CvoD z(4SuY$Lsn5;zeC+fyuL$%jI#mF0Df|wETyl9p!#~_IGjxbufr$!BZE2tr|mJ@=pwX zDqIo%m#ClC)s*^oRG^+vO-7OI$Ij0oWD`-e))K|(LyKq%;5YvE3~6FDgUJ;u^R28t zY9mSu#=thpOCZWyqBMoXg-7En>zriEM2vi;<65`5&6ZL8K$kA`SKlQgej}~@lP6eU z##0vVeIA%#G6cfak{)#SVY$QePwz^gt~Jv#7Z2MI;T``NtFz!vz2X|$vgo%6g# zVnHOWzB{UNRQ20Fr6{!N>>MZfg)7tIm>J-C)5dGW+#JpDN5Ps(Hi;M+@PHn*{hqE| z+Xg>4vgcqddXY|UHOFvc>VCzB*s^lhKp6dv?`SBWdAK%xMUxQ!6)f1oF((ciDX z8A#8ujCd3b?8j@6M8H@IjX&OHCT<>99bkb2b}Lk@9OHy9iqXKInx}Go zU8Vn5^^X=G36yyYZDLLrPP5J7`u3W}#}O3VaOnVn2jMny=)oDA(WXygp^LMr=7fDs zRYPrw@s$gdJ4PdiWDY76yFzA_*z_&SDF@rWkugnI%a5loP?A<28<<=<>pwbvJhLxE zVBhK7FzHC?=NF`3L#f7_dyXT47N5-V3S$;xlIVCv$a zH)fCMV2J>T@`^pZoWXe=JI@Qx~my* z_315K2GE%Rx^E~hDQtmIx~m9lYRQ;4(ImDq!8f_*vDZ7Zz^(Kvz{4nNoog6dne=5k z&fGM$%wTKD8}cwdktvzXvM^k*uXNXwa{T4rUQ*L`3|Mg4db#`L!ylLmm_0W;xqibw zbJH>z@-OD+^&L8xtMA+_9dRa$F|^b$X4h8hy%c1);PUE`ldF;>S}H5;%0c_rB4uJP zzVtQynT^vPdm|`4pn5UZT)*StWoaKp6^$(G;GJsG_@n&?GVWV;WElAm>u|hMy6$f& ze;)d6=9cQLJj)VvQ`U=fb}rrR?wEB`jMDh!EPuSNwQuW7#V*VHaP&XpZ*Hv47Q234 zf0q(PkxH&=(preiG5pr9VZzh)m#IjJdex^aN%t3sH_}(G!OBeTf&qgq{ypq2_#8uW z%u(TU2(VRkBsINFo(w8?uaL3{oLwNs)CbA}W%yGlVEx$Zm{X zc0-t9%>2%4=>2(re~*VhUiWqHS?+y}*X!JKp66VT*W&)QBujDEA596PR18G*5Gm;A zQSM3Cd@eq%ywhnpsG^2inmfEgBKn*X`l}^%RsE!z`tZe}!&qGpim>L|n1iG9`o=J03gK5i0y6^%&+U0Ml4p7Qz(Q zy5eUoU`f~vOu_m>m|`ti&ecwYsTjhvuam{pXA{DdGIziJ^kelid~m`}*&ec8Cp&!~ zKjIM%#^l(uF`ntFuzam7isS5KG z*%poNo=_eU5qP6-j|XX*Yd3(w;>q_jc!epSkw)e33jQY`jCKD9+()M_B6fhvdC&-f z6Y>n*HBl-qMG49y(QuV(h@!`vLvI;T8td6SK?&}Y%#)yms`dmF;w0{yiVFUb{MwbT zD+smC2cb{)yj=>D0KS;#je{^>|N(Z@X~Yyg;shdHrz5JIcP~xFzk&~)5@n`Cb&3vqQ+eMRQRLt zZ=Pk7e6V0#5fuo;y*CQJ8rj$- z1G2)X8_GW&wN+IJvFDeV$uy9f4@%FvGkGybR5gt1M?0EtswZ4n z@`s_y#XP)2bHu9mz|h_2SndSwg3jGwO9-1tdY$#FJV~Do0~0ny^6~i5wGU6@)cN=6 z&z%=f+;?^DWHcPe8g{6;KkAfG?l*E^sI~rP=e!>U962R)eRlYvgviHy^{!_wCw%e* zlQx@B_JJ&Z>(GOD^v6vV`j>9$G$|i>f0JKTes^F0);o97n!;l=ert8b+uaA`=A6s@ z7!48n6RJDo>cOaYg=*95YskA0dj)&g>!;ta4*kGsFa}zqfu=-q6QP^<)!0z`ZM#3; z20Gn>bpKE*W^Ak^oE$@Z=u; z0-+Kst7X>=D}GhN*H<-^Ao=Dd6Px*$9Q)#`x7V#R+L%)0a&*Y?khAjsTJxs0wB_mm z5@L)wHs}i9yvBDk1oI#@p>C#eZFH0({Czc!x^XREV)m}|>|H%rO&&S3F!JW|GQ{Tc z6y7Ff7UrQ6=i$Apc5wd`U(z6MXs}RzZm=*ywkj^9YCD0~Xo9`>4eus7YlRe}J&GgM z7l2+_?3ugD9$1>lDB06-b!X!0HYMXn5+a}xq8mqiI>djWd-LgPTKUL{>uDo=EQ%Oq zu^oC}c%QH+^yBI_uTo$bG}fMDxlsdjQI3E9cEbNqvr9CL!!Vf8#WN&#p?lEK%|Q6R z8T)k==8flA9iA!|HcuuuS!PUj>l#Hf$NA(^%)|wyCGx3jW@*@5k#>K!acllv$OiGC zm%Q)bchgRkpuliql0Gf?a)wmr<1dU)-xknU2XM| zx{UN(pcq$YOto+LUa961gZS*$L}o2VeXD$32;V5+y*wT;&@ZL|Fp_qEwSzuQ)XTZB znY+a=01Woh;p+pJR7!*@m94esZ&;eWfl5~s6VSfhFm%sRh3_I1c%pOd?b)!XaS=vUMX{lVf5vdS&dtl?LtjW+pwl6ZC&<^ zMtgf{{x35{VD@!|8Jdw^h{_ANygL2PJ+w9s85514<7z{y#Lu`Wy1Ncmx1ED?KFj$j zfe&`rFym0zU{;F5Q68*W+9iA?uBcz#u6_%zIr>~Izr8u4QL}M?1H2R8sVwxK2#GEg}r3E7l+4H5S_PA?z+K#47)u;`< zzmI%uxbM%e4oMR`2O6&2m2;n1xhyr#@n5|RNR@m0_b#0hqH>_OL<=?x>sRT^eg%uI z(wF`UUi+^AVWT!|jmbK0u6ub`AH!B~W%nnX?pzu7+|fefg-xcv_utE7=M9mq=<#@h zBAPH(xem5^Z)ay~XNlY7k@@*tszgog)r-P+Rp;H{qsA(r&41MlA8uaz#k+F*%ySCS z%IJwJD%g1k_eYEc z^mAI4io*}*wbfzR9T5<5%=49mKB4}`jl&@-1F&(b_)AoR2A3Ia;mtRMLkaABQ>X)t z{X#IThx-=37zE>sZ}5SUW=>x^zjA*HHe!9$0fotrSyL|{gR`byxKb)g9FbFck8-gR z4JFwzo*44M0Gun{fR0O}1hF(%WdsrG&5;eaMruF7gK>$)?&`;Pv(7`qMuy7t1jMhf zG*Z5By{Bx~cjfn+h&iUz7Uibv+3dKV?`aVjc|U?Zei83|omuRy`S^;jKWb@&g4={5 ztz#(3J-~#-^9gN{pqRdUq=f@d5;;R|J2_*j!y3Pnajl@$K@DOzJwC+XX^k6FC@xv8 zzE;@`bNLqPxWP?K@$i1!yU^JemDa>Sl#O+d#zCeVm8@iH`O$fQOHW6Bt6hQv2x*n@}&GMjix>}>jAa!3!;5|oEn_2na|&8@tK)5`5LrLqV6nKM0c5Y z-Nj*YlqwHXBqZc97%CSQMYS-q9 zk~Prbg!)Ye&(ewU^^?1Z6>sEx7|VMSn4PtJy}KBbHT(-oX!CDV2Pm`AV=^4t68Px^ z!qj)^gWXQ`{RG;=g|9)=4!9jmM_}jUF;ZV`EPd9uJVQx2E}EL6gvQaS8qB-+Iy$a< zv-`;*ui4|hsKuqRA@Zdl!(;7_Md;PBsP#-Q2HCu{ypo1)rtT^fHLnWoURbJla!#$r z99R)E3Wd-fvt^ZX=UQA|WUmP)whk+j%j>)8XQ||E!)7`M34Ia9{Sh(mxr&w0|1gx8 z=2ssh2iuHL46-vx_feTef_XW)D7#K4D@io zQgBA!XS~jKLQ=wHu52HH8HYOak04Fnr>~4I_ezsMkzfpJpdT=cb_)p?Y?h!L6jQ3X zUB~Y*;lW7P9;GY&3>Z{@F-32wsUY=!3m8s;5b4!L1ha$^F|h@A*bIVs~!u{6aOz^e|CDAaJWKS~WR{+<2I$<`$;4Ppx7IW3}U;Pt?C$ zXJ|A#VZR+8>zGH#(nsnsT@`fLLo8JfbXE+>5eW4MbS+4ohiPt^G~R*XETW@QpEZU) zVL4lP?x2;El&>qM_3y~przQD0wlfhXb_q(JKAQnJx8P=9Y+}cl;h==>@>?D00jKuC zq+lci4{W09>#eIc!ASjLGoafaDL2XaadILCXODHCrqQ}E>)wy4MPP(uiCTC~Q~G0s zu&&-M(*uu{i6;K5TlMg;b1=eYVj&phJ6u_n&*GYFwFhg4R$#F$XruF=9wQf!B_1NI zipiiudF}Z}YHaVl3igm?kNEhB&dRMr8s?p1lUhFrU57QV!xDVyM`g9q2f6!F_WB)W z-uZ?B9r9Itpg!nk4qHac-$i(_>t8W}6rKMp5OWvf`EKazpkyHmUPF;2d+Ym&5Kc=0 zmE32h-VG82SJ#0tgY6?kakdnhAv0&P@x#=;1=z>B)4%5g*P3fGi?1xK`(HN)nh?PL ze#w7+u}=Dk4~>p{DE)V}gJNm_AP>S?zc@>+D`vBvXmQz6#gGhXxw;@*?eU~|rkHxy z#QB=WNqKfurdXF>+ii`lA0GW8UFX!aRCAy9cggvz_P9jbj{B0uP?kqd`0`J;06}Wt zL{BL?so>4Zuw0Ij@uMxKMX3d4Jh*bV=^pb&(kerB-`EunPHwu>BjaaU)D+*rsO{GE zyU?exx+?^Z+s|of%6h{->aGz= zP^MZTp&Y#8Val31o;b^Kz5p%y@o40YqZ4ZQnACgYMzI2VSBT+Lae_!enf4w=Y7Ku- zf5gplsm00ZtwBDi^@i$zwWgxW|604Bl{UHsIook)8O9mCU|j?Tqa?2ZH?w zzbNSTU#3O7vw-zMTZpwp@h|V>Kr|Yq_MhaMI{sc04RWS4j`vT|>Ayd)PyDd#A%Gk8 z?7Onos}9B?1v#N@(pDCV{s)=2y()9PmI7H*wm&>#yoCb|-rtuOqoz>#h@}_ zCfC!R+Zq5zh(hrFO8eto_3NSqGLvRX3Qg*_aH{h2ig>jB7Dd<(p4^WN1jCCv|MZ}D zRixcf+Bf(oC2*YsN9~_J?MRO%#5WyVhtkWh`T0eprjud<@|K| z+xC;l)VdZ5v^~I)mQ1<7aIZZ{v4kQ*Te} zYBYO(S@(-ZV^b$qV+LbzTMvFDO=_kLK`!R&?x$HE+dfFgXAKGy%nIKwBpzxW&%tKX z`?6An=d7M3cdTzjMuwq0aC?mGn}5g4Frg|=_d{T~4;ad&k*X8jG}Dqh+Dp_->%PpY zw0QL%a8!`fD41joMZ5JGCVSQv0ZT~QXG z#6Vwe97;=K1|uH!{ZP6|PJN_y`f_jVJ}br11x+vOYTD~3XdyYz$Yi{Jo-@J^g*g(Q z>^YT%&5pAzxcfRd;Z5qK0}K>uO_;7#ZZyVn7iJCO8tMriv%Y%Co(-YcZ1sks#*F9} z1mxc^K-hiCWq!(mZTRMv;zP}~4pMQsaB3r&N67KT;&nx}xLl=trO_d({Sl?*?!C~d zlz%B*5Xm0(8jN%7>;B#S=F|%WVr6#sYf!AN-?rHoM!0~dan7?U)O2==tjnQN}dI29{I%{ z_$|rZznj-dIp9fMbi82lVm<{#nMWxRQ4dm!Ws4kl&WUNcLS zpL48OC#4Wz8r^^3dRlL!u)$3}Va3XTuf}C3<>IQgPg)^PjE4o+l*3i7)+0`cjjhX$ z_aa53TZJR;Y#%yTwr+#SO=Z7sW+^sHX!kM4uR#g2)jmTy1&R-8rY?Rt`ZocBC)su~-###gs?vZ>$lnVGSbY%e(nnB6YDmj` zGc`f~7(lcpScImpcK;pN*LsZjSqSafkI@!}GVm9xqTT5cif9%`;^urSapu5dqL3LJ zG-0}9+FJmv)<1PZc&##Z;?J@6B`(H9O}&B3Ik0UXOp6xFwv+e~O?)z*u+In6>XsUG zE&}0kTTZNi4;I4k0>x{>eLkP!6s7npG7NUW(OJy*C6a<*af`1j~F}fQ9Bx8vn`$kuy zR|oo&4KR_%)*uL}_+wP|U3gm;q39{l8jf#e3H&>6H5O8Bh2;l(6&C8qZGA7V04=lSB5TLMaN9wzjV1Y5 z-K)D>1;{IwM0D#gAnwe&7aL^n%Yk$C!@La(tEK@G5v$ zZz$T=&YHxsJbioE2K@9NTN)du=FS~wIUbgxHI_Xy%OZn_&Lt7>5vp6N$iK9_6W>EI zJSiX9=wC2U=_SkzhSg<(ANUp(*|jiO-`E5a4C9PH~^ZLA1Q@ zjpf}`?9<6DvmD`bQYV?qc%82#OT0uT{tSpKmvH2ayNBWjFB|;81O?XPJ7Bfp7o}aYhxVwT z0%6U*zqH;266eqYmzk-f#6(Dh!}r`=j&di`i(Zr8Udn|ofbbdiEzivKy0~C-Jn7>LP6nohB;#f9 z(7KeCF8ZgTY)tc!M{BX{!|&JAdj9u!cuE#)bX{ET;9}w*pLa;S@O4e(_~$gV-O5kQ z(EiIS3bI79S{Ci3w!;j;m7iPnsDurD7F?U~W0igc$rrmbX?`-hOCxf~QF|Zl?g);+U2sZJvNtRvMDWcnnr(iy!m+kCDg|t22MN z2rL5oE!HP^+Jm%2+Vm2mQv`RMkYc|MHiVV`sr&LprHQY7wzs}d?%2?RXiI&gS0$Bw z&qx1@$s55PdKkw?S`c&lV)8_Ahux|iga5L=cmq+4ez99_b6brrCerq>(cKlH7jGyT zDM$)%-3#Jv)Qz1i?B=;%jq#^)*F2_Q|K|JxLRs-^ik#Ba*lNs&Z$@CE4ix*`-Q8EI z%Rbwx(mv2R_-Kltbs%ljV2!TB52T6mk;L1&x+2hI>Pj!>4fL9Ryg3cIfeVH`-S40| zn-gt2!)ni;rsFeILz&`s#b)VL#`kaahD*yk<$dBK#ELJZi)7y~%3Bp4i-|mdr;AZj z>o6M-Wsr7p2~HmT9ZyAbXjXZByn0fUYI=PM-PItQ)qWgK9eGwlf6#oyywl;gmU6l| zq?asnBNkkWLb)-|- z%TCh!!&bO2x*cCT8AR=UTC%0a6qj|Cveto4AJ<{6N&=x4*w@z^9>8{Z(3JoJT)nw$ z3x$5%RmykJE@c*<`D3#={u}L;n8*za#-pJX=1nK*xHA@v*YYd#dJ#yFT_^2Do?jwK zU&8sd>eJma4zSn{fwm|gDTb@Ag{htiPR8t~pS1-;*3U!k`(8x`!n>!mzCLvg@_<6f zHIR@gvXc^O#9rNwUtz5wgg&wEe=GQeK+w>&U?>cNkLVJeN~hc9a7Jb+8PM&XA1KyM zSX$++>W@5p`s3NM=IRN-wk=s(U^vci-zMT0UM-96GYUWZkY$v&>dUcO;`z%S4nA$s7wFGX8+*)dSM$ud%tgy^?8f~N&q6T0_z2TKj zAj{SnUTgF6sg1{m8!bmXa4EH&d?hZm*Qc`vLO_>^=rizt?PU2uoPbz^k0J6EDx66 zrFH#8FyN3$47-%pg59+;(@>;v4yL>75OpVfx>v66(~-~k;`P~OhwiTXbQLp4Me?eE z>I;Y#I2kYBu?2`;LIof(=4E7=41}kt<^ViL7UNnvQoUy&c4hhE)ENPajQLvqDp(or zP#-W&mtaEm|7W7^bnNi*Z8At(5sj#HA9qGrewES2Vm;xTLx8V`2~a$|AN_xtdU;!u zShQj8^u!$eA&kQ@Mx1PJ^weWwl*XFk8h&XC$>k_5B0<)7ZMZ{r(~`N1cW;p$^GLJ5 zn}Gw{XZ`P-kWA&Kz%MNzU<{qj^@pE(}m-7aV44Dv{s`^tQMV$PgywH@l@5p@kzC98h2hi3y)XcA)I*&$;;AH zte?q255(tZ?`t>&X~8A|eFuESEcdW#dj)w)SwHAFlFCYUwG26dZzi4a{cbegweNbpTslxVyK%)foW)P}EFBzL}gFZ_Q!<>~d_mOIFZ# zb%%41))oyw%conVv;zP+FGIn4w$936ciEdjkFY0^{YzVW-IU*vGr#pM(^O(y$JJIv zq&|xf<+M-PBzbN)Z0fLaS)T8Twl>i(A}(>-2h0?nYkem7`E8l|WRlF={w-8&T4a@q ziq5a(^3%T#4)K2P*wT5j!@#xcqxy9G{wTxa*H2McDY)}P>Y{fFp0&*+HCCaGWS+R( zef84*5+SFYe23Y-zjQ#y_2tx(!H2t_gi<7|j4s~eZq8&x+lal3P(E4wX_NX}yNM^e z@p^G?jA#39K}b*dA2p}-xF63HU`H(mb^8FWUWppZW!B88I_R0L___?n0jy4i@$f}f z^^^jbxh{flB$x}ORFMxc>|`(9xjs6>3ZWPAbr{64GtXA~3=eBhDD(p49rfuOd78G) zGirkr3mDJgMswHyQXLSXyq1B#O^^F-Jd8qk?lXF%CI4l(QYX%>xa!$XFhZh4SQL1^ zw!xvp&9X{}767Ik+i5i6k8nm?pJ9U!e{~qJDo)s^L8YB5*rgI=H1MuJV@**u=I}B1 z@yC`!8w?xw+$@+7otb;z;|-S6R$Wfbi&hz8)i<%aCfb}K>$ImApc=!E?K`J473?N1 zOBa~_VC=E z+xvKujMZl@7>}N~jAQ|wS=*9v3uB3H37*`dsLKHaFD`B=h3NiqxHfrqv88nKqN4hH z^XmJbKmFsD^Wx2SxVB32WHGveFxvD%IuHctA_5*0NR1oLEy|2+aP;CkN^Kxpo zjA}N2;&aP+=AqSdL#EBtWIHG=E-~FO!;#^!@Tmop_p7E?L-!zJGDc#gZqt!?I|4^% zg!iO?<&A*U>8gBB2#DzougjUSx@~_U=+)y%qeRTgeT9PVrv%#uQ~`^kP|V;7QG1ob z&1h~FS?+PN6pa}FV8VXi=&+61wIU0Q-c&jS?e&B=Sm;EhE@tdnF{DG&7!YC)9=TVw zm|@m0Rl(Xh-EtK;jOSaiiEp_kvMOO9iiJ;xA!r8VlXEc&YG0)5^S6OXy;=zakGUp@ zY>@WBmT0kT2kApH?`0q3V)74j^~-Zy8+xlt)GhWXYc$q=jY^JjxSOAQ-&f!E9Tvf@ zA}#u|4o`VyazSH!$FuH{zL^CnQT|Ijo0MzjbO-l4`YgRgB2T4P>%?8~Un%XGx;Sn= zBm4c6E>7#nBs0YId3~~jKIGy=<7k}C>X+dVQ`SpNEoiS805xM#Kj!8n-PoWZP=kv3c1hE1WFOM;W2|PP zZ-%>ER&M9Z%;XDsHD92U zc#{VUpN71!4%O$^ju-!kSAESE5dAB0n;ZXSwAjIVgV^Hjj-DlpBY|Aolk?-8SeG92 zoqq;jG;y>TY9E3ZP44TIzg$}N&H2tGl*~U^Nw}BV% z?za)-GC8MAEt+{Y@;Ng;Bv&Qgb!Smp!@1#}h$eB$GhJ{w1OiCrlIybIGvC-V)3}Z$|gjpQ~cdb1}8u7p1@D?+V zYKn6|Pxkcup)0)ICH1KCNN$JSwiMGMmr`vl%>>iPWY5JqU11#OK);jroiy#-)sERH zplM=tNP+M7m#%mmi=w6Cw2{X0*c)EWuRZ22U7kliY}z5kQpWXWqj6}A*T}t4U)+1` zu;eS}hm&~Mv(YYN_tnldZs6RBo&k^Vm3yPCyY8w6F*f@mB4l~G{>Yt3!^Z0Oe~gQe z-3xk*DBKyv=C(05?tw%3w znEDg8vFkXk-cI8@lc5$4`IU_b9?=AiYgOCklu1*!OUz8T4ga_{1bR3TR4_6 z@gX>PCqcsz)78^XAnSSQMLG3J!@c3GQr2H;P_yzEE{wFPp8IBUdQQ9 zHwGo$nH#)cEQQ>(EAj-<%2UEA2w&#=H*>;cXt8D1g5V4KcXgK&)tA4C&5NC;@1^Nd zxWBCl4HQ_<z>HWHMc!UA~kj~9iPu~ zR;cfs{|)DGsOjuJcWeQ*t`W@KL6 zoYiE1*$nCEJ8kcN`=yTA`p&a8l6{}kH)7bwSn&1JHU(MF^8cBE;v41eW{>v+*xN1C z%D!N~>%OZe4u%Hu7l;(Hr6V;d;-x_7Ozf|U_z$3C<}G38?JVs2m!}=mVJ+9UTgvk_ zaEa#}7gH*vWgrA%a;Y-=LG`PM>e<2VM_AzXNF95Ri1SfjZ@^vm+(+%dzf~ehe{LN~ z*=jnex~~pD@;D()`qFD3#ZtVnw&Uy4i~tba1p?*5;L=#l0t8{-8__XcVjhwIPh%pe zK5e$4d*{zL07;*G`Rn1Af&izshRb{#4u)=GUOMPrW{adOss*1H6*ty+oPX=aK0(<= zx3qr1$Q$n%ip(4=JvpQmy7;E(hDth(}&TIJ-u$MbEf2;+-h2E zbusD8!5_I!8TZS6-?EVQ>C^8>9^}8HSaiS=uiSBghor{Y*lb7qgT3Qi-dgJ@r8no{ zX5i_!aEErhyPzH4F?EHjaIE9Dc%Ww}|L`-B+p&>oFp4v;)y$^f(yH0D84B6NqvM6F zULpo0zk;cMomd4=>fYq&D2BRPN|TnTjL#mZ4zZ(vx5MpLmuv#J?6UVnoZT2`Q4d99 ztT8`nz^L=pV(#kf8XN*$Y`?G&?WUsg39 zk5S4i=k)@g*Me1hbhtW0*zj*5h*o0Vx??|2RTFgd4rg?~oIRZ+v$x;vZg#4qY`DEr?02zMWsV0a zKO+^ZuQ#+>9|B*ma&Xl9B$lReM?~YBM8)mFwchpiaztp?IK1acU zdpI?OuwG3`Jm+PI=#fSZ%c-EP@)ogB`uO_j$*lQ(hCj3S^>2Zd5`Frm?y2Y$>kDE!KPY&r`OKWUX3}T#YM`AfhV~ z^9wcqTub!BzO)xLQ}G3r0nwEc@mrFP*xhPQVtmZt?0Bl+5Zyo8B}#^LkjU_k$>V2O z%o}1}2cJX!zphxdL|#DjaJ6rOd#_xtBE@iQx2A6F>|E9FWr%4N@@g2tpSDY|^%GP2 zA)1sx4pw()mHk5c^*D8fJ!v%e+_ghuk1k*quFKQ&#qt%LNv!^UY(^ z_a3b}X#x??+MXUz;ZJOAMA)1Ql93$lyAqe;pV1^z)NP!QzUi$Lp`} zIpF6F*ZgNEo^bUXDD~ht;@oP!SZBpH{d`RU5XkDq-A7M9m&k)_ZZEgS;@M`c9OOQv z1F20vxA=lEr5Vg@r=BTk2Vp{j2JCSCv(2~P^`-1&+^!?j&r333(4LoZCk{|$c9$K6>xooQ>Q&~1HshalL6aG;K1#rqeY})Bq;ip zO}eBMZM$)lL8|A3^D~Zbw1B7{#@g7S2kNKTtbuUcD{&!`&@3hZ)4C?%>Rq3Z{;e47 z-JYqsg|T02wn)r`dVZeLZ)S&xEF!fE-MO6M_g4<1IV9EridCRlBTXCno`czg$kZB0 zapRUjqoL%4@?l>vP~41_&B{aTX8Tzqr}FRDb5kISigYSdKU9`7Nc^1i@fv=EjXmFG z_!%_``v+*fZbRHD$lOpJv@LkNgEiifrLeY)Mw=7fVnr(DAWD;3@K;P$a(Ji~y$9g~ z^JJ#coh2E)HT)DWp9dKSf6(!HZ_D}#TgTj*J%pHmwEVMN{FUKN?79oVV#1XM2g~AF zdJ<-69a&nHNJc}@lw=twOo0*(r^!DLo2cQ>JLJ5NQWh!2$P{AQVF&x@C6k;?(dfiN zG8Bz+tMabRPC+5%DUSaSY>MeKcdeXg3q-}ydKo(j{kZ;m$@;}R_`sr_J-Id zp9)X1YxiC16@~AVJSWE1lG_G6R@He*5A(7+T;52p%lM$=+E9C3_xD!ejw0bYww2;9 z!fB}*Lq8rkuVj|mgo^hcEAU-xfYgt*a~~E&6l6bpwepnkpJ#d)g(jhmCc~{T%cX;LrS{ahx8}DOCVz3D-z}!xPw2jJZt7spR5>e0R%b#mb>Ri?TL2})dq_O$ zRA`>F6cp(+SJ$)&HAt-NausA6&)o=ZfH@tsnS0S0=<|I+m*d#iixXA70|7=8uT*aN z>e3zUUC!irY1=dB(+L$~lc!Y8+|hjdtSIUeYale+<#!Y^6=Y9AK($OP7eIIC^8wRV z#gFaT0wp)IQakJDrqj%BO(YgsAH|0Zizh(f%>9&$VR;JOkvkdO1PQa-OT@)=@P!CT z3)Hv>js&;W02D<+>fzgMj24v4mJQOtTf@hHruacKCmF>&g4im^Q=lL$be& zn<|h%buPypyu2*ug}+rqd|f^N=5B^y|^e&x8HVF>rGNO9!0 zl!0W27qZ1)9UD5%ef)pvfYM#0Ea)VQ2=hLrivW`ke3^9qKMP5|LYw|Gn`$` zB?7@Y0_m#MryE71&XdKoz-iN`D9AiN6kv>1LfkOa{6N%mnqPgs64K=^fZjKIym1fb z!oy8!@k`O%hr16!+`{Q@Rslf;K`VHv-%3dtcR0)q`#P)8eQFxFu)xZY7{5na5fL$; z3Yxdmp_<7jXn3+@AoX`%d}=ZRMV{2JD6)8SdDwv7^IwvtrVQ)Ql<`Bm?cS+Sqaftv zu(x;oPaJB9qBFEq!7mlkasFB;${=lG(HxTV2<#7kR3<3alH@4I`-6R7v1fLTC@fC6 zBguXj(DUo=OyXHti4Xb8MYUoJ5Rw$%>yV7Ipi7sho`Z6?Ba>0o>(dcw=xdF@q^!rN zZgy{Y@Dov>tVjDKdLh}C zB@+JoDaR(Oe^(E)@*R(JTcR_EfEdY&ygt1dON0zWl<{(#QRWJBqvp`T{HO-QM#yVq zp6`|uo`Z-LqB|PW6yJ5De;^HC$bOuAP_>wO`1Wk^XVT*m?wS!=4WtIawbp=PeSJIt zU?;3NcM^)pr-eTOMxe76@(DL8=X|!GjLeP|48&~$DP<%L?N)2$PJZTJvPyf377c#NvpxiqFx5JDfHj(4;iZl!ehcP@;p0(wZUx7?tD z>SGm4Aa^OOwliW|?J9S;K`ILBYY^Cnwk?zdvnib0!g1wuzEwn1s9{?K-k%qQaeC;KL2UAZ9IQHfAA5uqm)zN!c zBU|3z=pPe^mV_dHW(ZCWtq`MC=Y*u2Fo#6lCH^_Ph>r!B(CI)6Iy@%DQ zWYHZ2g}F-aM4pFbS&*=1;IqKetUV7v!--sDD=^?xp&>wMtR&)PNPHFt%%456m(Ys68<83!U}6?5Z%-6T>^k zyg~4VdFJYYfbUzKhi^l)K;c}!i4>>pgSQDxr_n?)TXB&*(o@K zLv>8$xrP!#Zy=~Y!Zt*sh?L*ZQpexu2wUKT{!_#o5 z57iM6vXtG|x%+5OZpZNhe?LRruY9c6)Ugvil9Bf}S8-jOiwZ}?)&47DS4S!*;_>+y^DWIZBG|K(B`Zm!? z1MfrAm|OUsjbpd%13Tv$0NBjkeKv$>cNvTa5L&*GeA{lX8Yo1DuWLc#3EQ&P^iVE5 z@`Wb(y>1{?fDVjTHT+%i$$6$%cI-r`w#gq_CMAs+#EkxKZ*Ka%+)`*B`%l(qJm|jV zu~=XZ9WY;G+K>rR+U92pFTIvf$Zxop$u8+CeCOZR>dMqYROT2s?%U)_m^Uob!ha>Q$SYsxBoE zg7bwAVS~pi`&sz^OC-JyhzuIJu%31#P6d#ywZ{C z_3BV_Yf)D33%4^O$?<(cchY(vL93g#yqkKb7Nr?}3Scn-H$|L|3pBioxq z#|2USrZ6%cMjpu*d&$BnJCfQR^+eHV(GPM-sha4zhc`O*zWRl{Y8Ppa)@78TVe7;> z(#=ze@liRw?!*H>S?{p9!L+Pi_oi7EW|^4a!&nmP_*m@WEd>QjdhC_Ee>D=^dbR?KTs(6#P>~4`N5atsHL|;tuh0zd}082l@<2L1$Fq+dwIIP3(J|Fa% zB?+N-X@*T(TS08XSooI#{Vb0^Ge_?MYTWK37G2H{N6Bgk`Y7ZKy2Znn*Ga%pVF6W- zhO=Ac#0lSxJMXAcj`wY(pcPNC8zjekyxSLWObb867G3kU*k^*e14^q0Ro{6N?eiG5 zDXJ-XR{tws&&_QU3Q(d!AS`rwcT%2Q&KMM;tdI4LNX?FQM94M8Pe&$qIMfB9Am$Ox zeN$m>wt3#~%`pkace+vjjp7D}H|#2S-RQ-BKiYip>2EaL7t$H2abb$-!}Wf&g2cvw zcM}&?1zLq6Tvptk(m4dp{bBV?VMtEXwJ)x?)cIk9W*ugt1kFJnk5gpW6g=lk8ctao zx1nZm(k?h7+jKto z@j0&{P*7z34$Zu&%04|?&LK3!B5)jSxGCD#k9>i?-x#<0^iM6>SVDPpE+?nk#bNo zG|`82l->kI72OVOK250~HdsS0x&$R0p&6LNfy|S5qyGr=eCG#aiHd;CZikwZd?ovt zC)Jwk1^Dft|MEghEv>!XJa9X@65oRxrjVhQV>SPY4grWb%KPw|4=-B|bMMTM>r*Zb z>1RH_)rONo3oyHHm!tXC;p!vZr?jE%u{@V2RMN3jjU%ej{HT*oNTk&q^eUoj4b0tn zuSVT~tLFpAPZTP*+q4tqCgn>z;B~hTrG|E-EG|1s`Ob|;ZY8SF{DK`&vXEt$prJ@J z!24pfWhObNHPnUyI)lpnt>vEYd9=N>AKV0>HMFns46fBZqc$Voaw=X~CncqmK^)@oS_| z+0cYqto2Mhy`+NHTpz!N5e;=X(P-Zs3@p_O%qtdE6^F{@UuQRl4aQ8#?JABhl;ZqZ z&{Hs3<5GJ0qg)biOkP*~X5sPBrvQ_M|9p(3nf#W&t%)Q5ZOx)j<@W$=xS0*AZTTeU z$J;0Ie!I7PZiWL&nRw#Aofd|w0Y(6>wvfeQE7vY14saty)<^;2vLd|m+TZylK1P3= zIQ@A>ohR4xYlcz%KYeKe+?S zMh8s3zfsBvq$5?>vX5uxXU$NJ@W=@vp}`^~lgfL`f;2V&g4!$Hbg|Zur0he(Ngv6B zE^M-Yxx1;_83zVkae{ayMmhUKYWZhQN)&!Ijp1YcSzAHC&Iv9zD5Xsv)KNcIly zRRGXgn`hgv(F;$~8pq*`0h@w&VpB=ac5T0Md8>>C8Wqn!VL5>)3o5AKM zsC^x;m3(>$UYuoDg*~CNc)}Z$V0u? zXW^nA#(WPAUp+tZy2G;v4&k3C6h4kyJ~Y7|R0tJCPBJjA4|}VkTJuz6=RPG^pL1A8 z2l1TuA)@hwyty%pUvzP+Hu3PEfSH=LE9iuoH9K{xU_ayCc(R;BPjjt5*jzYjC}~l0 zgvG0_NW|l0&A7(S@V({6iY-1~4oNaqZJ&a+CVN_qGgZ`b?7pA7w$5-6b^s;H^&_LE2apRwV}EsHrub}uYy$GJh%H}rDX#h3jjja_r{rVZW`w!Dou zM4w6__uEM)z`)=dzND9BBTvZ9YmpSyv*TJZg>l_fGqZ9qvVx2F3je{H@}5I%v=+bN z-6VUNJ>Vxgd1>vnxS+e=DxhAefM4ikW!K^%2itQ2CEC(>RRP85T2jl`4RF82MPj#* ztcHq}T_Imj;`^xm0*bx0q@izPn**mVET=?F9#OicF~er_y6%taMB7RvempotN{orivRo?n8xzL7Mh6yvk-^~APF8@=hDTj++&_3`zBH4dH30(fBbkZlu>sV~ThdB=R zYAO!$AY+@lSY1QH8I&lyJ=uaXctVJCVKEDm zgTzpOSc8^DHox5_DZlGoJ{IM5UO`KIl=`v@#XqEkH67#Tj2sA6Al|f*{t29QCWEOu z(dG(=Pu-q8A|%Gb6*cW9P3$=UxFVwYa8e{MYJ*>V5@)r$G;I)n!+>B?44WdWG2q+fTUPjM zb4W2udp~#;qu&dJAi9?s+fF=|5s4{H*^FTQ9hOB8+`q#`9Hc{N>6fkdlMi96QNMEh z#wRw|BGcP*ZTc-br=ofDgK6I&?P^8xGi!?QrAx4V!)W7%lhjIcGSc^!lm@&j74cQxKiF4nwgWny19i{N>lmscL(Q|3^QLNg=?yEoMHfo=PlHo`@V=~|H zO0N$ZJeuo@6*JNi`lTfM<*DJw75=Onaek1WPMvSwtYl7_iwQ?n#ji+%ZM)O}!8NaH z(u&cy!Y%J`)50IV5rgT8cLy9Mf4LA`T&ET?)c(h;z>L)FciF6|OQ+bwwW9VCmNYS% zzJ9>Ks5ZW*^U|d*oNKFXA5}tMEGtPycYVcvACt% z(@TQ&bjLFmvQHpm-TM%AnI~IwFBnNt-}3g5HMiloZHmr=2VeGyj|`&^8D02pP`uVp z@P%%_WdsJb5s$w2;b<^qBD|q|`rg`Cx&DvKB?CZ%i0;6g>6`taNhD3kDMuN=8lgJ*ce0`-txp!uxp1Jl}Q7g+Wu(9QMy~}W_IU0 zbcdOV#8RaN8!)6mxw$PqPKT&#Rflp~IC(&J@%NliE~1uQ?G;2>VeS_z%nG`p&OpuJ z6;76_er=xlAUtMS9?`6`!OROpwM0m>cnvmDdpyHuzxS7AilDY=`;zdycFRH&t z>>)dd&9i5^Y9aHwYHK+o%$AtgvK!I!u1s)+`P#=JSEOK)Fcu003d*b6#2X`OwD!HA zpDg+9j&od2KhHUI_e1D+bI!*h9I8s5CeuqoTl&lPTeuYVxVS#}UUHR>XJv3{*O{jx zm#ZiA7&|Qr-Akty&5C$n1_vUDJR)*@m(%gB^6buek<|lo?B9Yb1KyFJ<7SqerN0GS zC~4nNMn=ZaL#L~WsT;Tf5$zJFjHkQGf=*&(d!G#kwtsw z8@_4JCBqjI)4ad8^!sm-U<O|H><;2QR$(K!il{RS~oIb37qgArc;)I1_ zqTuwl&1ZtZj~fX4!VgYQs7@ywLpRAI09o5xlKAa{U5T7f={~t*TWcUnn{#0=n+*n+qj;W8C<*V7*=hGQNwx zd@5!lBRL-u#*eV$YOzW+U+d(Y>dyXW~l@9}!a zo1H>vH2T-?@F`~_b1uZQVv{e)^QR--RCnDXjV6`|J4aga_k23q8^4QI)(*kyw_3Mk zq-V4=;q0l}QsqH}R(zPJbVlrUxPlO({=f?Jem-z_SwVA4@+OAkqb|um9!8?y8c8;) z20+*V!Azrzp!WA=#c{alp2HoNJsQ4Z`EJ<*s6DO&=DVfd4V)dLhXlluJZ})2tL-km zkuW~;ZwUC-K zh#Mv(LuRw}K6@7GGNt;^!^EnS#pD0CC|B9All(e@vs>;o;_>*Lw^&u$1V1<}7WipV zvcv})(&_jUMCd25(?*ApCch)kgK)O7sQ>ktcXZl5Yg`IXRd2Pi1o# z9$W=4CL`Q&@A;}cBkkXTdZpehBV>d`_Td{~0=S=^Zn~XQ$l%)j>-Rws&;#nXVLEZ^ z@1T+1Blo`E7Xq^x512vo!1Tj7Z|mQqtG-|!t;TKA7r<%uL+NF8L^O(k?b73kIAImk zI<5<hSr3jd-kHK1&!=G?pC<@3w7cJXT%1Qqn+MGpF4ZLr+kb& zjhR2bt5A?gj$ygufq30t%x>I8zDqbG2UlFgwUr27qpXDBQ&MDmE^U8n0_r^a^PI(r zIrZQS|12U?Q>Y%I(Sg*od!8&l6IDPAo+7>%U)S~^S+t5+5xAPLg*`aCTYp!C{i$>G z!Njge;~(qdAvlzlznI(~xw`(2u`yecKTZWGd_*6*Vk`caB9S;YX8uowoJE0X9}cdG zP;TpT2K?ajV3qs*EJTjNc0T_*H7KlmwK4SKP!noKb#k#A&GeG~c#O10WWj^8UV1e4EV$Sp+uBw1ySseCXG0`OW6+nxtH9H#(ota4ej;CWCn zg(e1n>UeVA87ErHtUMC=Bh57AGq4#yBY1S!3wXkGDL%14^?bquZFvaCm@s2;%;vH( zZKZO6!-2`N+i{v_&->r}thm5G8-==G0Oru!@+8^QTWcaxdwt!2BI3IEo1$Z%dpqhl zR?gZO#pD~<7+(dW)hM4Yed+D+5_$^ zPNe+jLt@G?i+mEY^BTqL@N={K#nL6(%FmjMlW`0dD<1JVEVfGuJK}xB*NJ4pk(1O? zcu<*9sF>zJJ2(*tN-sdTWYH&>ksz=@f%Go)`*fc?C5u%Dy}IFP64PSqaCuft+P1n< ziidWB^O+BP(EYlj-9wR^j~t;x8Bo+dvb%^lxfG5%w#z2fzTuDKLtAPIQ-UiezZ8DNQ$UeAJq^t$F$R#ElqS!W*fz-z&nf=eqf7pqF6&{qm zTtf3N8E?esE+5UBBM==d|^~5A}h*kNFR^pJt!7R(^LmZsB>a@QrI#AAa4g7!27q9T7eY z7MTGjEN{ql=P+Ck%RY1BG`;S3O94xE=fhQrmjh%yZpfW~%3*%Wn1RSA@Nx>~Ykl}S zOwcVfUMIlAv_?2gp^E*5l3Mx=xinLbtAOhhpFrfN#Cv%RY;?v z)G4!-q{DLRDx;9n&!RCMV^jPmP-+uDwGY1_R*c7Sd=sjz%;ww&FcHM#Wj{cl?*oPC zTxx0)7hZXO`9p}WeRyc=j+nw+etC!e50TnR4Iu4VGf>xZ-as{zEJ(MHREkF|GYqub zXUocgLWGXzzMjl0?@jkX$M)+wFaN8mXaH~a;)9tPJ{g;*W!%oPI#yu zqju3)INB{?X~l&tz-yq$ff`$9T9Q*f^6=F9M^AzEslN;HXW`WFKWZ3Bx~{}FiOXxa zztn6kL|6%YWN(T;Pe< z0Vl-7<<<%I&AIBXR{YUlzZ~{R7_fM{3@e9Z0L~I`H^~zs;5vbkL(|U_W>=Vi2pmu} zc8ONUrY{0-kmsiqKlAwJlkk zaq+q1^oZNL3naxH=K#|jm^ZSccWf^ek2@JxWklY*@qyC@v$>5y zn*4lLBfr-TtcWeGFf~**YyX64Ym0zm+Oq1cR{VHQ`E%DT|I_*a;M2?AZRaUiT-O~} z0*e_h>@*Ph2BtOO$2V|ozn$MYw{liX_#MMZ|GJ?p4wv6eRq{%Tvymp7qTB9!D~prE zFc%e^23o&YJ%;KFVC!)p#Xk77N)G#XF}g4&0_sWO(~?kQi1Ryin*r!s0kexLeo41< zRa_vexKP6{R$*=;^7n-sOLN2<#|MF8RDYuR{?qV&7d0h*P&c3m5m8Oc@_t>AD5zUS zFD#o5Y;|2H6}lnW2^~~7NPR4m0)MS~VOUz}vD#C0r_s8gD8-pP)d@;bk)A<6(3V9wq{r2}7NI@-M=i+t(<<5j|iKm?3_Eh384@SA}-8 zj+ZmtwejS;T=1k+l6O?DuNdg`8s|$1?rZ|%HgtTrj+BD{rsggBZT+&5*lPd*=6o`> z7}`Zw(4_Lw);@XD)?W%s#`d~`Zhw|v7361!N0+s9ZcQ4u?)02ia4EjxcZ#9{prZU! zkxOoPax-W6@N?`7QB^MR2U(0__5prT!Ni_CFll>{Q=Y{|;}aTvNg9UJj0)c`W*#Qa zj7kY+tUvU4^;-*~4D;h@+?!6d=kb&%!^vuvMR$9gF6;p{)-kMFtv9?p0yQ6$hu6*7@#h@#$l(9p)Oz(WX_SEu1HKZ zotJ+&Sw2vYv2!fuf^Q=mT~|KiL0mZ)mWqE6xN0Qdu$sz)7GYe>i45@R0*EYR#_9Z#iS_9k^x^+wfvW)579#xA_$& ztQn{dQr^UblnY3@A_HKc8lHneEehP3@VWcK;d1sBj5S;XycZ{%KyA?U7Jas&Z_L26f#_X!T#FPrr6H8s?P$(J{HYw(6n5hvn9R|gf>wrHPqCL4z!Ts zlfN!uz28-{2kTJG9zXi&P-fH3yH)IPm+=Q|-aoKD~%Fqx}J%?fz7B{idQ3 z*-fEroH3{hn*KUBc1!?FP?Tn}_|P)=C7FrIa{^w|SN0&Nx+(g(#drz+T0|8GPCC>7 zswxP69>%MVUG1ZCkAM@Z3 zr^6&32O_R`!Fex`_U^A6WJj`zdN2;^*Ib}peDoZOdhSYgLuq{dOQVw_RJXdO{IUhT z==$r3P~4UjG78bG#i<}pIcH9XtdIMst;K06OPjAy96Ros4)J02ud7MFuhc#<5$?DM z#c4MRco)4wyFpM~oRPvC%2Z{+c{Ex@4BY{u!;(0Cg}2orN&3M|K}VWcSXy5&S27@W zGTAzRVW$rKD!}K)KE2-cpCIWfW*$2gFur$#Vz?0eH?*1)a|`M6-_Rk+!{&A<u;yR=&^N?DA_==A;%*uSdvWT=b}J--eMn=tiIox`?QQ7=vChu z+2Y<$K6D(Gk!-99w>81o(STbb$N=tMf3kx}?nKRUfJ9%`iasy}5eC~e;c~^0@@wu$ zHEFpy^<;RIH=23P3IX7;Hc1A*cW;61`&KH5_-hFWuShOX@#9w<-=eF20XX)rcG$pe>SI;=5JPC|n&L(MpP?l|_$=~1DqOZk`|QZ3P$CmZ zJyYR3L~J3l*Jompoqz$SPQE@n@;+vL-2s^nb_m3Bmm!E*Vu1lk`Iw>sthsfRCU*g(fp$1R)i|)6Qo(4Xn)(p zCgt(^^7aP~w{@I@5fz#sCJYHP)NjXwods@{=V%<{mDu&!ImdI=A_j)@;FOHy**DlB zpV2{tC*YK*a!m@sDIHgfg3fy)>Id!*Uo}xob>krZ*0q-I8DKKI zKG4t9_iQd3y<{w9oqNYYK=n$z7(2IF88Whu);-&N#kCG;ZMXK#y6)b&6Wc9LW*?tp zBVx49g7B@jkRO53$`=~q4&t`~KXj&ppEM?CJ_Qgw`hmTHrY|2H1N9j<0?QO?&$RMs z-2ma^Mm?S>Su2^ox!0*ywIBVN7A6lxNrvjEs)DML1=sD97in$OyloTFnwtwxoFBbb zNmk0Nhq`{Pb=$OW?i+?Wb!ST}=Y!kQl`<#Kf?AA4_3RUtl;Q6M%uD^;ot)hLAt>&w zeIUU7%(QBLU%?r|Xe@~P`g6VQSP4SKX(sBk_NZd+oMGLoM_FiLG)wlnNDBi~v!KRb zXOTBCP+M&J06%wBX7H0~KCLX^cZya|-0hJs@{(Pcv=O6yQ!E?Ifqi_m-=j(`e%fF3Z871PHZw^)Uz8rD5WSp?U}H6N#WOADj22A0x0sXHw1@EzH2po zU5d7BdV=HAng=Gfw-bI6NAuQ4FJ*VHOI}hon4sD* z(r~!M0C~d+n(E%yOne0=bj@k|lxCnyYMP@fhr);7O^d-dVdW)?JPSMuA zRJw8I`rULDT`4NM;fn21%OHVy0gb+W^k#1;jlAxCGX@pP`u7s`KlPNrbeHLh4urfe z`YKz@dp3c8uhiswP|8srnaO*r*Y!6(?N4GqYcDY}JyK~YZEU=Naw@sPIfTC{a(vvn zZ8PG-{*E!Nb3WBgde2b>+=HVwuc!gi%M-_PuSih-G0%+GQNiT%sG7R!w>_tkZ(P4( z(7TukY8dqR*2F#}O{6P=aIzi`v%H{ zR(hOQ>Zu|43c%_pp@%y3e%Z){&TFUEsnPKBw_Wuct^!;LQ~4r<%}UW5M}P_uhcqsZ zq8v-%4OEZG7D^ntg&mx7m?yFr4hFBKuUA?KfXv)Ms#o zvead*MBs^)QKO)4=Iyx%yMgWc2#IW8T^mv^fS7g>?Z zN>Bl$vu4xuNTED7X|^->iuMzev1l=hKFbawqc96UbPfkdrxNXVnG#gj;#c!q3;&}9h|+kZLB%AoI1ptz|pTC zK0zt{4M~cbukNPcR(-|64mv5f?w3$CfNE77MX=W^2jWzqaN=!}ptm|}7O)L`>TM)X z%WsBe_qh^o0|~B;v_nuh{f`S;iam!as@+)8820MzskE4#s4gZ~`qH{KYN#W)^VbDZ zMcM}R*a1+@+ZRaF<-(xe;MwfQt!;w_l;jZ(pVcx;K=X%bVdr**2$T)oC^|NmT3wyk zrVN7fPSZfe{Q7XUe(e$Pv|Xz^O=@?Ff(i|6cD=Y=eJ)OR-Hk$nhXN?ZAsN@BV*G=QL{MIXZN{qJz;Ui4O_b8>ZA0cDytpHRzh~z35vfVOE6CjcP@g^-xj<@< zH*R(+y$#x|E05baNPT|!vKej99qpPRMEca9-+oGuIC!`4@ONPh&G<1WpTA)B<>tY& zAne5q(()=A>`x-A(GPYd*R$cH4FSxf6tfG4j6u&EJHZA9st7vDekKsa2S|cpX}{BT zBH5_+KKGvB_~KKY3Z?gZSD)v!?YvlhuXuEb1tqO{ULKd08_H^vfuW#xbH$oOgh{=^?dtjy6e@8cbZ>6V*eX9Dz~}lYIE!`0Zs-*hZL`1h zT%co6+RA9=FZZ-s()X?PZ3Ya?Wslr5C>=xkz}AdrU+p>_A3PekdBsdF@C|&hWeir^ z0$zgCiI~UI_zdhLX0=-@FS)(pR$dl+eum2sZee765(DvDle@Z*XUt9gfq2Q~!}1`g zDaBP9@%&jrB(jHU9YhU_#Q9u(=}dGgL^I~k_U?Zad+h>z;CYPg@5cQ+?I9Z6*6BS* z$~^0dKgPbBng#H#ezAFb%tdnNab?kb>0nm8l{>&8c$ca?7CQ?tT4oC` zoV{OnBkYdpo$?cD%bgkv{l@}LdBg-300G9)fx|B_8G={QBi^>bhG`V1I0FFIHne8cY=DAiKl7$~NDX)AUs!{F*E3sPI(^7DHC#XNh)m zNx&}vKHtdU7ztTyA?T3joc7N?Re9$sXX^{|0PHT|fgprdz+VenaJ$03P& z*;eVSHx986c+Z{(pPq~dpSEzEuu^GVy?oD6ao&(MzcfKkOSf)EXYhgMYM-^MIL&y$ z8$}awyWI=}Cvh550gEEIe`K3|?>LGth&2Vr^i{vi2MIlI0>Hmi@-oNRVKCKQq`=0~ z1q8|p%ekmfT4xVun&(MGF5AAY-df+a0+oNNphZt+6S&9GUJU}$V9!7I*@)O8 zg)E^svs4F2b4YgX{%ZB-Ue?v-M!oaNG01aKcYGF*M)@a2$mag$BwoK=#I*FmUtkPO zzF&j!;~dtl1%MNl)5&-i(`h0=&bmZ-wz!BATSN@ll{lk%`wGQo0i zE!A@^^{U+y{VS-n*_HNWoJ+@oKElo-#~9&z*!`d64(+6mKiG>eE}5(^A9i^j=>rYI z*|UgN$P86oF0!KQAF7!Yxiq-S`HJ2g+}VM5Eyd!4^PkH3p?JvO74Br($$%#&2`8Ub z#nh;Au-*8Q0V}x<)_1Gq(2-ZE2mCn@56J-0*qg%vmT=MpYQWEl0nQ9t*(Q&s^r$;(I*5uyjWQ2e6S_fOn_1Xol-GAcO)W>Yv%2#!2SSS zCemp{>AdipUdBu@;Fbh%%QjsBM3o^Qkz(l42OkG4j)H2q&HUN_TtN7DaM8xWMYE4a zR;nJt_q_D2HkYpKm;@iotDXZd;6}gAnnV)dl;dFxbiLt%#+E9nPU5=`WLo^?j}WBw z!4AM*1+qm-o46tJ$68h;ywY7rdbs=X->WB1#7d-f{<)CI+&{mMIIfL6=x0Dos(|~f zw06{31^|22sRse{*#>eHxu29)0XLILirt~7bGVJHe+l7a?~bwK7}g>#RTXCFrgNns zHO1ks8z>&E&(ohy@p&D3os;_!$ucxH;NR4`EL-O-0b4`W6P>vXT?zPSqMctFulWtZ=cZuw zc3Uo|)~=w3Z$8d1$0n`ko$`FKo1l*yWB#p~mFk!}L zt*~QOKOsAJGsK|XAY#_kOJ}3Y-6z_y!G7G!~ZzxQ_m}u0t5ydy3IaMMe z|CIo#6qJ$fI?96zR@?_*tj!8CCUSHU25uz89|$NDcCV5(p&PU$t%-9$IWrFd=|@oE zDCx?I1R;pHz);Vs;cBA{->)+KV|Iklx8r&NN-IPoZOm+{5{$ipDcm{9~5+2gg%)c2WKeK(oB2Ovt6qW zBw8QB4kL$`40@XiOJfOaZ4whYBykxcN4Jcjv!*HoS0DhXau~$q^V2Dz3&HsBQ%%g> zR@f=)s_ddfxY&QHLpO8(RfmFmnSA}fSZB?H9frLK=^2w7;5qbq_CJiy$kBg{{%N!R z|1C`2MSq7|fHGB3q6sv9Ed34_*o%Wgok{h-P~v|oOlJ{9u(9O>n^_55?KNAA{qnL7tY#&B%Gz~D0zZu(sO1f3&6%=n@Y%a zU}SuwKP!%mDn)u9-zyN6YESx2{yzCHCcA)7Y7FJ9kvnbjcw981b>RP$r`}QjYD_^6 zP4Ztv^x5o}0s8d66{p~)UQ3*3|B6|q+Dpdl+4jP) zCsL&4Id@VaxD9WlrI(w){POFJzkaVSZ=cu;GUvpsFdfnU7aXR~3*POC3;yal-N(LG%@qMV*zV7ea10kZ z^BJR*G@4JLxO{af!|gP;c+G*)$qUQfV0AKH4Eg;aYfcOyd%km(FYMa_nETWInWtD3 zQb~pDIRmy*p;N;U@!rbNL1+xn^Log@Ri;TrMX!bj+2sX238dSD-8rmhO~fM*@goq` zhvHma@WQT|Ik0&k($l4u=0wVI+aX932hRHgxDhY!TXLG)VlJ^w-E;59Z>NW;!8M_7 z@*kMaB+`%3sDY;Zz6*)>)~0=)mLX7}dI6;!y!jA%DYmkyoPlW$7=6 zz-T68M&a40h;M$|cbmLYOLppr8V8!00zu#DhdMw2ZL6jx8l$_95a(&86|cpZF3jZo z1}uK+TTBc+mXhdbW6+KoLQr$q@+W*b8pcF#%BCseUpNOO)n2(;DJ~^A_M?f4vvfZwMwpA3t%Z| zK!}N)L}O25)oJ<}hPQ6WRf~n)xDDcPdBHVG)!JbX1)F$vsndJRiR2$$0tR>zC>{gY zuV~AHU@!E+X^`b-T_Y`YJ?LWMwt-D4@8!aO8;k2nR#Bf@FWk>-!hH?tA&0grFs=}% zXfh|(y}D&_nv_)m2kGrf@6YldD^yl%DD`xkM6}pP8l^ogE5^c9A1*yX~WG%rEj1C6;tuHmeO%4ex@$+<={AF zJ{TMWo@Lv)HK$uW*Tj5a?3nDahePp|WgLLS&OiU2P=MCSPsIu-CB!WXaUT!CZGijT!Uf^F+H1ekGSaFJwsecnsV z??IIcsDL?pY`o|24}g)h<$n-^50N# z6s>5GUl>zwTp@{mbRt34HvaDeClaJ@A>qiarU8;JWbM#eDi=Q+iLH6;@oyKC4M`p> z;b~FN)lCtB%CT(ks-be$P)~$;1{yI}U~Ai-s!bKYn(4K_9lh{8&MwjJ_e#c9h}x=(%&ZOh^x-KyQl|jy@Q)!+$@}j=q}* zpqM0)3Q`zd5c2}$5u!waUW0~h zekmKB9ic^v9F+_PZ$!YR1V*?SkEh3W=~JmVm$n!mdt6a%HYo^c!7cj+3r-O_p}8c^ zr5(i#myG1&$=|?6?LidSD4v?4J*z}?A<68u#(VL1Z45Wh^^YFX`q+IeWXMAq8t?dH%-Jg^Y32RYa5<^!H# zka9wCW)Z>VT4NJD06EICcXfrEOG-}VLD9nCe1iG4#P*Q?cVy-H zD{{Vga1gh3$HsO#Dns{?Pmtr|8=qc&u!zQz4X&#oA0n@{vu#PemhFuMwNGLa!x#XW~)R3tVko+X;Q9MoDseS@#6c@Ck+ zjB8%+gvF-Dct;X%6L6Vb+?KC|s@e>Kf?6UT&%t&))k7rSQ!h8kzh7nPWR_6(HT)qu zx2ZxG|JIwQo*gsu*5XB+K#dDVB+tW=m!|uWjIzW=*Rw>Lovqg=v>8~qWq5a_&u~8t z0!*YcZ{KW-e{QT&GY!gJ_+}H^5@C{>j|e*BX1S#BOiXKR(6P$>-4e!AgPmutZ%8sP zfiuHaHuR_L!QacC(#ywJlN{?4(QR=a%9qtAUEQfar2ThZ!jacb^`cC$W} zAZ54V))}g-oJX14S6&bXIdofoXMD&^J8!(Uf#YVHFaErGyFsgr!}8TKThT_r`vqFP zM;0x@JN(mDf*lM6Fd4&lh8n(L(ZEnpt5s#;dQe?|-Y{u*P?sRA@>L@@6$~H)Ph8C9&v7 ziGt_Q#Lnl(sM;Q_L%ZTY9u&*)3mX zc}0mzny4=#Q!IV723uX{^VSO9C(;gwF27&>VF)~U3Yg?VABrr$0Si5e?pQ&ukrVHP z!1i4gE537YjeFsSRN>41~G&y~R_0PH;iN+-+Pr6ezdv)4&tE5Zwl zcO210arbTrf|KE|YP;*G*gr>iW%E!$ExXynl+v1jn7#t*BXG{W=cDZ^CsP^ zQi5HG*wo$QcN*vU=63$u0{xy4hGhg{v-`k-Buy!s<>_0spz zu#M6QQda-zrf)zBYj`%6`<=YxF&Ewan}uh)5zk7$-MK8usr_2(w}=ORGNQH7`62Pn z5&n^b>U2Aj2>%RZRAOWLsmAmhj(+!L+{pdE(<)}F@~PiGycYa0aQ5}%_9O5yLKK?O zCKz0#pxpGrjk7?q*qmWX5@wnC23&Kyi53&G79PWR?}^g3a5Ci^+UU1^zZ(>ite&8X zd7=S*jltHgZL8~~EN{~w?iX5vrkTJkely#1OPFV{Re4GN;~DQbGgvx~v_x|s+L6rv zlF@Y}urWO|_~Dz>vC0l2dSpr!+pw)(oN3*;QQ6`8K49rtciEQ@(cGSK#fmOlmwU>- z7@;y(Y_{#Zsg_o(Qk+%1(S4Pwlz$s7sxA5jp-M1PL%vDAuhLi@m62N?=Na*mgQ!Fp_=0C6J{?Ca6~2>)oF_-2=H085Z0Pb%#UqK;tNlOEcE2z*f3vpC zO3f{6vus0kWbm8($D;uWHbq6n2QQmM#SmP@&*aqfP&iL6iYsqaB=1&$uQzFbdFIR7 z;t(2_JXCQR#EaRCdF=6X+{)UH)iS}`dDxp*W~57hY=q``j-mJ2t+&tC3JM{l`2rY@~ydJ1dAE>a>YHH=mt)1 zYyF4o1-kBDkZ)bwE}OAH;shTuB#C=Dpti@>NiCdwzHv~2&C|i@&0qj<6kU&F#7JK9 z9DdUYxq4M-V^iF1_)WFX?{+cQU2a%B>)y{}UcPbn1?a{>m)Xop^QD z_A&}QWDcCL>^kA-`kPnQ=H|G9=WKNO_tEqJKNbe}_`jbYQ`i3^S-=OLJAaO?aWV|* zam@JeFz+{F{R4_`r>(@P;Bt8)VvXCe#k>&7nMGgL&Nz-YEVbhR@zdOLJ?Ell2$ihO zt#RSgBZ6Hr{1ZTAYoo$%z2cElh5K-DHMQL8sm4K!ZsJgnIStRHyyW$Yu``fBc%mzd zStdDFwLMXSZ*4j(p@DPJnkO23tK;;!?^iX3MhtF^qX$cSX3xp=?KW*0yCSraAvR~* zMi15QXZqHrdID{7Z2p(0;9+{B)Vbl`yIUo62?;i|lhxE7^EFt8rLd6BqU#Rh`^N?Z zrgY2oEw%l?qVm`}(U<@8&MTKIC+K;)HN7vb+6Oo}6|sd;GyR&$Yd5a;fmZLRvwK#D zhn6_lPsxcCWL&$t_QHr!f0upLud}nL_BqfKd3yK5;B6%feIG#M8Ij^%X;bNP-ET)pMPH~rrugq|vm zkE5pUwp=5YbZ6gM0W}NM=8nI0gg6(Jcsw84-@LS?4d#zVzEYs|5CA9{44{(!ivs;? zP*s01i5p;g&`FEloVOKMUDZKrZ(_id(U|lt03<@g=GM0rF=msp2+HtPd^`O~sh}~j z6|oPNd+wJ481NovwG+IZ`s5mY?QZkfSpS9n01|}L$pnCO^h-m>$DPK#@3`s<(gJu9 zhkHKX5`#=!^{t_mdp98p)KO?L06;jZkJP*8fmNlN%OiCG!T1-pK1HjyM8a3#hk~ zK^`DB3R~coo$3gNZf#w20WA2pl?=NswG&eU2B@a8h{kFOS57aPnYI0j{D|i)I*er^ zc5)Z2b|-a95%1}3T# zDu~fG2jc9`!sHR_)lANyp}W}S2t!p20{?=S8SZ}YV#fz|FB$UDDz;`QC)2>ljtoa0 zz#Litab|pjd}@dB46IhN8%nX^L>z2!90Ypfkt4|4a-G92vJ4F3(u(pHk2}9AlX&8nH8SE$-2$g&jck^Nd2v9IS4&C zlzL$>;FEF4A!+uZntm?1^LXq~CpX*QrC0z|L4!q3lYOKDNadzWiAU}u*#PxLdXP)A z3(Vj+;Q^siPn_1Y3$iYdkqZQU4dJLz1dW=AtSleaYPY)DJki6`AbEMdW?TI#8l+1% zll_PPw?!Iq!qh?QS(xk>82!)`f6amZ%dc&^YY zud}^WO!@1t(mv!0y*p{qs41HOL9Kqs76z+Y*4tne7qgL;{>2KkY*hL8Pv z1|`CHDFaY;1G?({Umtvv_Cb43%ymzR5Ky_Qq=t}R0Zk0)GjD<(H*sMlHosLF zQ+s*{i{PKa1r91)6YE$>Fu#&nnJ1i{4zg7t6P48@N8Xg zoZw(f$QGXf9A^17Df%g22u1Q!8RXFBSq30^azY#qI}VysPyRY`b?I@_4ztwEPbkv* zH2)Rk?`^37SOoZK*tF-~c8NznBv8stJbGwlfJ@WUb5j+7Xh*aakg4J#@{?ltkEZOv zzp1r?XeRwj!6PNpBGw|UhaTm|2gsfT)9j@!E8_zy;+yIB3uwyC&GDd_ z8|c>3I7xU|%iX8v11saty{v(0pAl%tTp{Jem#Af)Bee@c8VjSs0Fh?eQ@y&SqG;z7 z?@>ZHs_SvO9MhiaI}m1K*R<)?`v;oQ1fRR+!}897V37AL{k*N~)o@HGakvVeaP+GL zn7foV^C^;*0MHyXg*NkdPEqh1%(pd4%XM1`aw6jt9QeZCA1nS+_+Oy0hO3y#BU0nR zv|tw+#PvUv4SO?(?=>OI7%%+{*o*J(G|3?hS;AI(=R)5uHiK*FL@Ow@y46+NB0VEh7T!(O0VG=8`)_T)J*d15ETD;;#+D z_m#K+CBt}qcEvWS_t>2G!Zs&%4>k+I?ScI(Q=0HQt@O2i0ew7uQE zlDy}1+Bdspqc_d)zB%p^PhOoGVCt**HK?@}GE7uKP0@~56fS}{k7@wDp6T!1 z!_kaR0_Mp49#h)WXqea39E_t2vr?qvd;kbUL$7kF z=rLQ|;@={`b@}!!OD&i!fSB?A4hFa=j#+60s_ZHm4IYyw2_q-DfToY~u&yo;aIYGA z4}8FQn9(3e2rO~A6B2aUQEIMd%9yirvB(4+sFe>+!^t_EsAa~tfY{G^`s!p;1FpFI zGVs=OHNg*WB_=)l=@e-w>uI;fCY|tKbZFRCZskATPl3uk0UbS?lq1%2(Zb4+}|n~ zufd|mY(D7yJaH1%>T9u<-9R+ma=)CsQ+A5Ws~9}_j6xx0hy7q$+Z~9|W;C8K=ZAOr zh*=>7cr`I38qg>TUU7=z=y^Lv$1+AxbmYj}sCxfrO#6X^*0S;}Fa;5S9sa5o1SO?l zI^yqEFeE(BsrU~QTeQc9|4PxH5%D<9uz$zYbwXn{U=ASw?pL6H`u~q7cnVi+1;MC7 zXmb1-fC2AtstFGO=!%Hy!JXM8XgMDUmKWgAw$9K#pIlU#Y5a;c(czar%;B#n0 zt!(5jN6BrkYrP6_?PK6u1NII zhNF-gjdR^QMjwHlYtQRJC-8~2m6jD-Nke;4V*W7;Fnqm}7cQu(j1)7FzM zmqpPQBOQ0D7J12JZQDlyT)Cy)ubYSp7Xr^KUH&5R?9`9Xwlin$wFi_7*a#RMc>zk# zuKqkhY{S~IPi0Cz$TY`n97r)rfga9YyUKKe( zm=iMxzV)*EMwY#Iy)MT0?bvXVGbs!xX>$EiTmMUtH$C|;t>=lt^x`tl-KP1jw``1SmI(KW2QodPi`)lKg+4~8fFYFb!Mkw}0GNpMQFXWFU`I}d~IZ=!~eiRnI`f&u5D z$i}hWFB4ZzlB!-4o|wdzmd4|mFF6wcG+U04#9`9pAik|h_y|bl%wpKzv>2b@M*0lS zB!iSiQM4F7$ZSgFX!&K3+KFx}0sv(YH3X$D#h)Yefg;OL|3@|}@hsBe8IhKU=+(*Z zV0mSFZ~3mE(y|lZkrNF_SocFV3&bv(fE41DJIaDqaWB&9Qqcm zu(W<3q?q*Y>Ur%9;u&Pcu?bPtWy>IK1egInu%r3GXF(5x>|orkSZX=&DgnnCU^@T} zK8Xu-uC_4IKdcWVOM-egAaFQhxo$6Mcett1IEkU2=}?YP5f}{)d`y(Y8irMO8OV|w zakKMw40&HM7PB3qfj%biD$p`4-p8V*H)1=eG=T#_FRA*>TT zzo}sTGM>F|HAlgD<-Q1&%F?9#tu1V4O^$PmN|5`;c#2ey=)ak$=zof-Dfkp;JBS+ zVNP~K(-*7L_|X>~vYXPkrs4;Vn*?)d7H#{QPBRsS&Bl&{D+ z+cO393{Cs+qNDOK<=sQR2Nxl|`rn{nI;Z!=lbQnsph!n+x5LP+wH@69@VJVyj2cZK z$BoelqsG9DP3rAEj5x4_3ok5SZd!Wsp&e|M+=oU0V4Vd2d;_tDGiZ-?)$=o_W5jWGU#%JR=Ieif4; zD!XyPr9R(mU6Pa*2=hLA0b2Mo64EOv4pBgCsHGF z2_Bmtc3LZ`5sRdl2pl{fn4g~y{B>;;>g)pK=ioOF!4Z`m;{q4F`1%RLtXM>5EC|_u z;eZxzk48;Ur~kgfB|meIm_WprFMy&G!7~kr12+4y z*ZBHZgjwHQMyCD4dkmJ`nzw*2kA*7Q%4K^?6W62=-mpzp*ydG49y||H2KHI z1?~c)>T}S^sHrN;NcrK=yZbeeKYa>%uhS!!f4(YhVu*&9x4^g z<3Fm16<&LC(A{lVTbPnMZvVS#CU_N1!awNJh~@c`v_?ka;<8kKh=wfJR*!9thbki| zXQH(!cq`f){V+cB)!yCJrn8o|Fz(^~qo(o2zu&SDksna6FKKj5P%Z`rDqCjl0d-X@ zi&(>#*;YUQFq`9I0{b=M7gbV^t>pJFv&r2?S^Q5P`#URby`RqRS4kRLVIyLk7{K0; zlm0K~q8Mn9-FK}{XwroIUuHFu z9Arj&1DU|q5#ap|Zx-Ss4Vo2YrvkO-)3O7pQH$Zym5Up3pq z)<_dum@`JWCfd5VX}b>6yUHwtl?}WU2It#0?hgTy3|2CtaT{*qc~X;Kti;HppAt^V zWpgmB^XJul@v6#lqv}R*fGrK(*EW!PAJ{ZbN>Ax&IT6G^I!hRUT^&Xu=KQ>j5M16X zc+jaV4pY*kA{~9Z+e7;HC<_4M;wedAo~A{Kp7C@Deqw#BP-xz|z-M3jtAtxV;w59( zLq$9t9z6y3-_2V~W@>Jbs{^kk-Wr?&Soi7S=f3rtU;#=hbU^T9-K;k8TV=eSU=v7A z`Kjsj$G4!JB!!>4rgg?ARYHs8m4B?P$m z+~8yB%XFYx45)4?j;IxKhm-{8bUhPweh1Fi9sm{Oa(X0p^Q#3z?DsyFPJ-fWP$>T9d_aDjKic8)AW3L@-9cUkU&Hm9@k{GQzkZ}*NC0kcDhxfS(A_XQ@EXYDq~kKAJ!^!`|(}x zsSKyG=M~KUuS+H;3TvmGi=X>5kiMy{#l|j|Zr%Ef&M-0e9+svx=2G#9EKZm zGI|8F$}f5oFr*I3PUn=bUn8gA=;8A;bAei{1;!>?%ExjXm%VbzK~O!lWtm;kc51l^ zgoQk~YorIDCdfeo!{+5%V>nQe`(WA3%u3v@4ntkWf{Ni&%dG*n++QESOTmWF@nba> zwh~+A(L<0)OYph1J&XOs902xxHe3p-YPqwvetdYz=n)Pa{)Xr|&T|$Q$~}=}t%-@k zWP^&UP(!yn06}#3(gwK&*C+b zpxbdh4q}P1h4I_6tC=SbG9?~llb(@8tK*iDpzOWl< zl!AJHPrLS1rR+H+QK)Oo7cX(DNbR$Lx^qsDRe|@wix7Uu+vxfA#*D_}N0x?`Knn(f z?ksz+vz%0@i@4Jh?&*Ly&&tEwh>6KpqG@OsU+qdfCIt}zegMS$tYeNQM;CTeKPuCF za;BvciiY|#E2R-NmaI(J=5`63QT=Kc~&YwJg)bar?Un+2nTnU$Z( z%wU=Qz?ZGRmR5QTf4iX9O4nff99{DN)97OSW$UjcTp9LI9^YTdmCA^=f66mKE@ zdbPrz@i>NR48PFFdaLVGsGz?!8lxjqlUt#JO)T!DquwT5OyH2ay6YK!RYiJA z>jyu1>=b|Uc0IJ~tYyrezttB5i(@2Lb9c`5^o~0;_qb`hDx22o=!~9_+{IrLolT8x zWTkNOT{2%iXwCrf-M>%Swol_GS<#Cx>SHI=q*}{$M!|dzSO8yDqGvYtclE3v>q|Ys z{kO5P(1gTRsQXaN2CE@TscA@;FAkL5Q#VAFHyJoD$V70cJ)s`j3SQ=HVDqjsa7j3) z;~Pz+?4M%-b>6q@#8>uX5kltRjE(GOv57cB!?w6N0LwJj7T`jBHf{3P)uk(G_hDy| zC{;{QaN7+(z9Sd?gYYEb-@CwM&B#-=AIGf7)G!Z55P^Gr&?{y=^jF`q-9I5KXY|_l zzb5sypXKy3zrev`B%ygA$qQ=l^O3AFBY*1BX{PVmag2hfvN4Nt{qaI ziu`AD;OY0KV{$!UI!81bHh(`@&)ijHT+tBW^}&~xKk!to?LUX?hc0Iu^A%99a+DRa zw>ivT8shB_`5r&V#PE2lQGcYSw{zECS6@zt{q3k6Z}q9i&%VBf5{N<=8pU$dE)gqt z%vPO%8#xJp#{JDvGgU%2>0eg!{p<)Wg9I(>g|d_?zXB<}j3_*rukmRvplmJ&M=#41 zv)b<;?#+}1t9eiRpS2aun5Fhwux&X5Hg%WW*=nR>jV}0O27G_Mj5013!bzpj#@SvR z9PV{Nt=7$N4L05eOpd#c(=1k((!`8BEOB|Y(ICltfd5RYzh!DMSmB)5usbd}A(gbf z$%(Xh(GhV^z{q0-tDrm%>3Z-C=(21a1yvh;A60&PzFf!W!vPjCw;sFEAKtXxaf9p* zd3-cT7w@0NahduspfviFAWD<(K(Sei5o)n+xP+*{t39@tYj~^F-=7O7k@4f2emU6D zn(HL1gc3kXn@PRQKogwbh-9q~ue(?=sL2QR`7cE!ESvxvdgw&ZY%#tT58-X{;C2-k-+rZF96%_sPhXt73nCF#2HG--|bHTqMZ zT&YLwSyYatj#`zNl030-=o{C1n9Y@q5jXWKr^2%=KmL4{$(h*oxsv6%uc}b0L!FQ- zz&b>U`fQ!|^B&k6&C@LZpCJ_fQ6{r?*O3~4j$x8eh zCmbuInc^YsgJaPEpp7CF_<=*$1W-Bo~Ks;f{b}^WI)Fdq<&d%r^_hC41m;cF2JF$49xe9oQ4pmJXxq@%)SS(;{dRX z8J)LYT{VtZ2+tY||M})Xmg(1X0L@O`KFBkxoCN_l&S4FwEwGVz%@IJ$@RB?Z*pw%f z1hrC!aNFmj0^oVwa( z?zxZVt)BG6GRvE;XR?78vP`cV1MZ+FrTXAN`z*xi4-yJM^W6yG$cH8C0`t3&Bcj-J zdcL{Y0`QiCA9y)*34*Q5*M50vWhHvr#^B1*D_v6Vq8q;hZP{VYtr$C+x|xjX*#Rz9`wwAe7rS_?cBeb{j1HHpy(^jpKPmGFc)Sm9pC}o=HGlsKRU>`L zphqKR;2zzXBHf2|{Bb~$4RsEbZLZ3<9?AmMmg6wzvN#rYgV#4Q==k(oef-tdDSBQz z^(Jt>8EmiS85<|Gi94LIBrJ+R-XGC>7y;f>4mQ5)iN-it$I}DQk9u7#OG4n*{PgtG z8G?k^O5%e5-4l@WDyIgD;xJ$F`-y?FCe@d2R~U$^`QplDE*>e#`hH*AEnVWY!wF+TlxWti7e#8C z9+HAbJiqp+b<_@Y;jXv@=K34gJ1*@VTW(%;UM3k7AJjwP?kLRGxRhVfB?ysyp!r0~Y|*AezF+WeP5IiJFIO-r@1i2b+pTF-XJDo2#wdG9nZdt7?> zh9`^r--Dp$4}ZU=CE4X=KfsO3ls$0iu}mhYNkdEEq>v|4llj2eMI^5YSg`=xseY@U z)1b_cohaDdX5di9#O&0m1_S3U?J9|RA4#vUBbvzTRDW~ugMHn?cWcEaqoQ|of=u=B z_qW;=yAD67h$DOspSz#ipAdpJebez7oT`Kz>2$W-z0-|0mW}7;ttVcC67`o(V;%(l zyUqU`rm}O=ldhY@K*k4|jlc?Np$Co6wchN3j)r2MhMVSj0(Ux~8b-szVdNoD3}-c9 z!6AFbly7O^vZ>KXnMg)rH8Rt(l;sPUs@O$M&bGV9_j%;9=`A`*yEQ(B!HI4fix_t1 z2_1;LrpE({?ZYQ(J9c`P>C7iFec99i9MpufC)t~oUrB^|J-;-uxasj;Ld+pO5t)g* zY1vS&0hKjk)E^!$FdYn*k?PeD6q)#)sv7pbt+~V&oN!h38C`vPQpq89g+DASBXmvl zCy46QVhnn84@=#d50(*yB-TS(Sl{aTI=|Hs!)6=_mK?wbmugkJh~57XSq0PQ=;mwN zzWk!JElyrLX5&IbstJ7Uba!jiDE*hJ&ln+h>kR< z9L|Mp&99?x1oD4#?qLmZI(>Yd_r`C1wH+B|?#v&rswrO{0FuN@2BYYFw-&<7%wl7NN)tC2Ew!RWb)rQBD|~m(f0qpa*I(u>&&a_lRL`IlYA7<%uSt)nAoi8)vpF=Jk-N!)HzGtB+bzxWOXjr zHgoN+I=s4=JP}V@{LS zVr#r3X0US3umDY=ZWmUfeQjCvATyd<<>TrhBA7hqYg`ImF`=yt!pQ}G)Xhi!qv}0y zFtuONW}|0Ai8IJ@=^btCUYF%o4kyMP5`S6_ZRxt6$QYpNmR4OA0!m}AkC$Is6<5*Q zYYhrlQ=x8Tp14Z!+()fCgod>1hCjZQFtD}gd^$Y1MxBMU(JM=w8Q+qM0&a{GxJkmO zi^_wIOELNPVFPVJ?J*S&c+WFYgM5M*hh9Ojl+0P$ToN>)wSapys0w83a*Ly7QegSQ zg49(j>ij}MG~itu>;|hdP`3e$n%D#Y%xlSh99q7BdNfoG&hE_*(5~0bnR@<4@-krc zEPIPa-PvK4BO0@g@Zs0#4go!+i;c4Ql?IQma?X}PO)JJq>+4v)x{dMjKv0Xbi=&7q z)WNIFxBOizZ~a57fZ-#9W5)4b0B4&cFfE1hBo*dws(mT4S-65J4! z2>Y;f6Tp|-8G0W$+y?+O&|z+Pk@Vu{Gj&@PfXEPxS=up}x3I(DbIdSjz53}4Kwel) z3vDQIHGM1U#((}K1G74rTGtDo&O?`-Bp9#l~3gj0M5Co1LvAk!7O*nV}lO*?QfvG%2YBy zQQX?*`;2Jx+uk_?(ByP6DCnYb%TwCNfEOg~hz_XF4=Q#hqJ32#=S1K!2HZR-|GT$L zJ;2!xdHWiagyehvIz4XeoM!(6+)m*Dw+m&yBxiR;%xr5VFLa&+_GTf}<_0iJ)-9=& z1>KFZm#M%W?kcc1>nWXS{4s@WD%Xv>q72Lp2?7vyt{|c|tw?ZV689~O%Io&>mMnV? zr!FY463FiHg*6>w@A|5Y132Msw{MY*ZRCMj@JuiH zryo=5h0mLz?8H5b3+CxyVC^#fciA)5o&06jsa5A&vJ1IM!cG<@!n+g(Iw2Ht=lVk} zpgr;p;&$S8^_X5i04?ha=TaY}9Xd-s{ts8JesToJXAkc6gLkEZADvJ71AI65YJd~u z>qO$3%mH(O=CJ00v;=jVXBCIMA;dQ3eeG!~co|;Xs7c@J(0Nb+)w1E~Dp$T)WfF^d z{a#JFifHywF$B6>y%undzagmhQ%Q03U`VN{Ni3^5ICp}u-VMD8r=_F7>$GRZH=ASx z(uUtwTDY?!tuIed2@Q`(c}^{eEUh0$QqYYgMY`BY0DXh+qZn zF5AdSU*(O!!Ct)C3iu_j0ef^T1rQW{wSoB+cBielTe7ldLRgpUCc-63WPrzbG~ekx zWCxo6At_4-7zFB$@Lq@V(G|bk3&1foKj(#XkXyPNQ`mz}S6W>@_)~trE=V|9v;T}1 z^38Jn{T7#+%61&Pl8zOJ)%62nv5u3Yr)O)8x3%x~x*TRusb}D=KBuR~`9Ag7WeVJO z=8Z(f^V7fbl6bpT`DZ)5XsFZ4LE)E=^KN;D&Zk`b=%lD3rAm}E8>E_-w|h0&vQlFx z9Cew3v%ght5~*LxR%ZOZoX};yU)@(A$!Q}g&{V%-R~pD;);PlXE2))lC4NT0(DNBB zuvk7$@lLGMopAURY50jk9Zh*lg7v_lf0*#@=^q3wmD-OXj}!D!{dkL!C+?GkoW~^* z0wgWPO+3kFbMd`o8}%vi)adxv>xRi=C=`}NFfI_qbaHK3AFpb0ZkYE&Zeu8JlJ=G4 zI$Qcu4i6p8*5(UTk zo~hJ--CJgu>!QS;o$XG<{ao9FJdN%xyO!$`OyQBI%uS(sX~hQ(`7Cg}h1K}vQp4ma z1Qz!awM%_sVtZ2{HiLL2xfFqnn6vXqe0s~K8ax;@%M$tkwHKk(>8~Ln&>FuIPv)6v zAOA*sc0$)wZ%V2@dX2JN3t5Y6_pId5!druf4m_&G>sGtS1X6NxzDp^RTu1~i^r)p# zavjZYzwyIRBKLa3Hg6x|5vM&b)jNJ)iC|a_f3Se%r^JU$_4mK>I+iLVb4_UeFqe|t ze#2vjywi8R;(>7PWiC`gFfZ@)V15o$;-|EGml_u_2`;F>gKVkWo{Ggyd6C4_lle?4 zUFwTdN`>do;qvkh_NmTQ$(^rl4HfjKdi~P;*~2FO*5E1F+2{qLiv-vQ-#8oD1qteOWPj^P8}zs? zT@dcZ66zT7ZS%vRhk`Vh>PBEokBB29Cb=hTuVbq7BZH;uec#;`mvj%ZjeA7wFC8D! zVb|X!qvyxhzW*Ee@g7{wzRcB4m^*sh%qNhi{|69CfqxwEEciU-H4uD?OSPXfJ(^3h zvO4@t%3c<|Qt8>!xAhB&4}N6Th|DK`^H|XOwxM0xV;~rY_>y1W6!5iL&*M!}kHGL_ zZh6w@J7(PK@$HN1nUPP5P#Eo}GqOn4Ikeno!8l6iXOZwUe>>&$-u6NsOIs=5?-RnB zG}SU2v+yk;1&vAclXMDC=I3#R@caQ8ZoAM|?VR$T_xH90>=!uE?tF3yEw{uWYAkC& zQXOA3`%MjZ)T_BgT`IYJqFqvC3Ed>ae5Mg+!GBeVHo3oqcIM75op$P+(Gwe0`Ec{s zB;8G%hoZ{(tdx8w$*}pD)?isL_sb@Pud2Mz_1D9NN`d~il=@%ZK<%02d*NG~n(N`k ztk+4RMdV1^@xjyiqHDU!seg2B_V8;}$>yAgo}l=TpSP>3s?K?jFUFq7-FoxNX~PJV zWa>rDp?$jVTHp*e&pq1gcpE%t5Lz++Ia_)C=#OYI3QxX5>q26-GEjKz5k_Ii(8Y5@ zz7WNoJYT9Wu$*0H9T>5QR$T%r#$IpzYshtv<@x1gcf?R)KS3IRR0ApUFW=pEWX__k z4ei83T74F$cem*j_S&Xy>ZWex{8?i{9F4ah5w5eLZM@@!Iw0v^^2n|;-!RH`0Sadg z5Xtjrv6hB`QD#+<1Bgd-k|8>6zwJhC7Uw$2uzRM7dflU_lkTnIhP<2CC53*^OvsBV z(n(tV;h1^DP~Sj(Du1*_pz2oO{Jg7i6(rSt*p4N~SYUcX+Ys%`vLL+OtxNA?_V!WW z(*OcbH??eenpW-M+3|mDWyk)rRfOU$L5&+iz6W60Y1PPVkQ>h+mjRCs8J1~#mgkJj z&%2M$Xa0e@o9}|zPAcEds$e&OD1O~`Yr2m+1;*&VK(4ZSUWyj2K8MqN!^jvdY%J>O z{X7qPVCI3GX6D_)7j--na>_8Qlh9}};`9T?f z1X@SQMqV=>YV=jvHE3C8o`59C^{{jv+w*9B9p{?w`7`tE1w6_3{W6n=f|_u~0L|rs#jipS6_I% zGvQGSWG3)9QnV#}UI)?^jn6#jy%CV)=Ef{U8=vV6KbPbMF$GjI)jt0%upej{xN7LeaX29&!zW4@I^(WXpG1_rmF=nK`U66JX`e?kUZ&iSSU67$! zl9tVeDhZf`C~>m8<#~oUOHq8AQXcni-uV-Gr2Rmt-DB=mm_1_TQ%sT<-0s!Dd3!dZ zb~2-kp3Xz}j1SjJv03M9L|XVA(rGV6dl?X#Bs^1iLf6UOW>2f_P+yiB*$53L#(zO?Hl`EQ?NTY7aAtBw zJ44Q)WQsWn#=av|f=Z=?I_*-<28K0hEqM55#EwVXp;0u~B1*-u<*9=3-&jv_Xv7lY zBV`h;zJ&It)?FcM4d~*Z#!ALfnf=&$P)*}GoRM2shtF2vXS||ipY_mI;uL>Db2=W&&j*%`F{1_9i5{W~-q)N6r;{(` z%!>?%udje(-xqx$rYG1kQlxW3-h9STc)NMbAf-;%2N^^#E`~btW$iP%3#L3LDCq07KmI)Q4_2f!p=- zS0HmQD};cmvnh}b&c*z}Q+@?ADbXf#~6DbAylXcJ0WB@()qmd*D({&6g)bLxTDo4gRN$ zP;OJ)HTpPdpCdWsKKw+AgXLcuKLWk%Ia|j7SqdYEaD1QlGL-FJ1ltVJsM9yFc zyW2Ugtzbk#x#{1Ifd5vY&ZBK*a~5vYJ?i~#?T_qx&))J}+yCJ$V|~7hemxw+r;K{c zC-;%46RSQtk?5q1`dRf-$k3%&0Zil_z9~s>n!COpSL_xD#w&)6Ou;aGx8BctJzufe zj9fxRS^JSy2;b@&S2DdarB}nXz0inR3nD||HoE)pD32+}BHTkNAm|Ti???0C;EOUI z#E|8uFs=&WA_e9%>YoFu2dh>Ye{b`Q*iW#XQ4cq(#(}mqK?5KbUFW+tSkPSEB4z1g zjZ0C7`&Ybyu0HeF?!#8(yvNG86$_1ELjKKx;6ud8jCMxLkL(tsEjZl~)ZyEA#sY!v zmrN@wo||0E4$eO(NW<)Nsmr+rcITy6o1OBYp02Jw3M|)DJj^`deJHDgP{F5sdC}s> z{Jzy@iReXoa}AdN+qtpk9Y2AHBwWFKs*uV#Ut@=YFG_)acofnCE`~bYqh_o2n<6y% z%)0pBmhgkW|HhsWkJ^T@@7LPi9lYJ}e(1v^%&6jvwfmmC0kD&d`n`)U^q$hgVgTia z=kze6e$}Kz&?O$*a%rICXr6_~iq&4q#H+DBG4s{repm2gIHvA1R-bzuTLQHsybIH@@y&7*e9#s|WE+FiZO`+n~d%?#0Lw=_>0 z#{40i*W?QjUBTtHGbD-?=L6Q}xpURA@0oIZ=2z_EB#GNj0H1)tZ;>Kq?&_w1pCn5} zJL`_fQB^Rb0q2x-jrSR647CA3=a&Rr5#Xbrvt_&B=|Pt5yWi#z&?Wp$uNSrbgKAROD;KG;W<1Z!VU zWdwYlv-uxo(4$yr_hMNy>})}J#Tn5o55|A3wQTOUk~KjTnJvcMGSahkY(*x8Kp&k` z&&b8oTZO&PB^GXF#fxCC;W^Ra%~wDHOI)pZWVZr5ylcO0=6|R1^{HOs*RfO|VA>p< zWIfcU>gzT9_12evYE+DAQzh?vuLQI}<{yD2_{?;^+YK9sN2UK~T~CMCE3eN?YJBDX zRo`IkAzQ*@O+Kp{WFnb?InhVQ`@d_kiXS!@2IfurukT5S$K|q-tv2KN*sRy9E%18k zv`#1L`>?JXo6pzho~?<>hW#8qS-+(hz^1C~VYx?7#(!(>8Q9C#O#g(xK|6zuXIBZY zxNM8#=-28h1yLOJE2{lfV|3}4 zk_S>3^H%8svCy!%%nAuKg?cd_r}ia-t7!6N1wAhq5%L zzbLwe)V8++ofJ&$wGY-->h9=wG4i2KYSbe_K-?0Qx|(>f8dbza)8J(rhsBcEUn*yY zwW(bpKkE9nE;^_}4lD+dN%N3%F=+mAPjidsn(AnSRM?EIg!Zrsx6Hr8wg_9@#5lAHLS_lR_s$O`r>Ucc6j#CokAhBzCf`B_>-I6 z7VzC8Q1D!5!#hs0TyE&STRzv$5ObRn2ngXt7$s=DiPDod3EMtfBWUh=cY|=!qeg`4 zlK>8_KaKCO2^MT|MZT0QFW4q=D?nBPAXQ13ZslB_atIAz%f1Tx#_b&OTL>VfaUONgY-_c}svsr8W4Hc0`_P6>TeO@+BonDi#i%R(&hU|B+os zDR%=hgId(_p+5N?-W4TSZz)-oPku^_qkT!ep-vykOm&rBh^oGI7Wl|sP2t!XK9-+9 z!dT6$%=AfcecPJT8kIh7)w$~v1x9_asnW~<#8&!W5OIy34b2x*h^Cu@k37soae*o4 z@M#@zI~X@rVL*`9(Q#z!(=u3Q`Ynw!`nG8#Lih0Bw$Yq=tNO+2(DozfZpy1m8a`c< z`w0Vk1J0pV$?E+fPtivNrnaSSjZT-_98j={cJ5nWr44%zU1d8z60 zq|1g_Qv(?&wt)e7;IG*7n0(1V* zxy~x^7;yL{aaRI3v;IHtP2jhLkVh7yLl#wb3(>^d)YuWUzr9gKI!&8C3cT-$pm)?b zT)Ff$abZUd*H(#%t5!X3_rf~lZ@p9v#hN<01uKHOHn7iYbsfhFkqX?3`_*rJ>?cgl zp!V%Nh)8TzTa?`is{G&XfTue%KJ%|PF_wwqbvk5+1Bh+<19dX82!jJF@B0Or!_jAG zp&lyK*g;*kn#oQaHxpZ>;ch|ZyK5^s&ZmwC)tK5a>^;loslSJjWkiViX3$yREkoJY zT$e|k&N1vNpP0lM4;x%z2rg@8s0;vS9c3qKvI(xr91i01fq>{=%H=~PTmPdRO8rlR z6qlM|^?U|oReSe)23V33^*_FNSlThm9m68bt4z^#|55nD=4P|$-VNF?SXiT69y)i zSVl2wok>rJae7Dh^EI)jntbmu;FD|NdA1CH@%|~WSrTfE@_xpEPds3U`vfmMgzzh{ zK)%d)ET0fHp8@t@R%#Gl87L`T9qnwC$J z>gPo|cWDVCQUgIYRb{~V}1JpW7)!SVSaXhG&n;s?^q-lSHxvq z&yUR-LL*;N=Nf1oSCFPwcB~xY;dw@B|i-hvO*z%Y%$m~aLHfE z@CY=FwQvmWtL$m^o{4QxRn8`T9J(A!I))dUdUbHg&J!EQU;Z}WX>&L~zIR6!8Bl*S zNL`T5SrfXyN5*&Enxr=@HMRTQQOxI!KaH~7SEv^YPzKJUb!Qxshy0Y$5^FnjB~qAr zzbjuUf}>|f?`tsZ>SrgJwr88gkPk5f_C0>vi+%&+FR_t}@Hl>=wMcq(&fHI8|QacWT_bErV7-erDYLHK&w8+UmIVucU&Gz#G`!YT5DgB3vo zk$z%%Q>Qy-$aQTUF}ZHJx^>1^F-1c5#5fvE&&rul_fO5;&m3~auhX^6z^0yM9%UeF zDbb$lz+EDg1s3D@$2FmhL82I6K>iTe?)!X~?}s2~)1=N4%+O28=^r!EnGOh2gc9Y{ z500-u)~0s`q-B+o=i~T|0;r!LN!@6_DR4Mpw=xY-l!vo^a11sCR45w@vMjFs84^Ui z)U5e!%itzIY8d*R{8?v;^(8KQeRNeSowG!DiWU4@o?Oo3WPo>T|JM*ia1u`ekUn^V z#m$p}_{kY+7zsQJdWxo9^r4>nAL;HY*%k>#vg>S<^9*ZsLHS_gS*7+BL1We+I4d{{ zO6rUvzT(Mc&3bju*o~*Jmogz+f(VZPsUMvx#$HGg0YpflX z)Bo4oY1TIpMDr`7^bs8!3-1Gg#c}YT1fSOYb!O6aGHBt~5v&Wvv2Z!Qaqm6B1w6DP zN+?l;Yazw_ilAgY41CrMEE&M~FiPMb-tg^9Cfdotg~NYSRlLXHW90U+)eQB1P7Du? zZHDlh(ms!z)gcQf;eN~=G9p~1vshpnO@?8^;ixC;{_^JE{&CoQ*%|)j(9^Liz`*G` zqJLMl{^dZl%*$Iz_wCMn~|ZB2A&8HQ6|(3 z1<%iAP7b{DXj{l`61x~9l3aiN^U*_Bl2IJ2Ibr$6* zR<{Be1WOc!R+$mB*d@g7P1wNx7<b(`r0fsQd7hxeZ{r7hQS%xS!vNEE8iyqel z9>Nx5DeWkT@pt%}HZ6ro6c5I=3Niy0CpQ46%wGjxbt3F3y2TM=T>0?48Uy~?Tm&fH zTc1@ugm#G`4%L*(nZ*mQ4(UO$U7=P0}vBe(^PhXwm0&&0!vPjjJGX zD4{pO_I1W9>0bSQ-qNuPO%LZ`yABjAadk-WvW_HR@b0Gd?(7%l^4@J<#qV-dY;cd5 zsyd|KoUksxU(B&iJfph{zE{?Y|Eop5^o+=jr5EyOB2-%w|C6j_X}b~9 z3n#gY7-06pUPoc$;zK;M?J2!o?FsA6E{6w&wCjhH!uvyn_<(_Vhry3@%R>bPP6son zHwBpoCAWrF^D-d*l}mTO$s|oy%EykdHe3Wfp6ESPnK^&4^@S;**AB=!1akr{gSFFn84eb@YHcDxjgE{^a+f& zNVDw|z27$@1V4drmCtGBMDMrFh|3wEfnw8{FOlyq<9T5KzAg8cK3eds+FsTRHZJZ--GqD6%(Tr&l)FW+c31mXub{*;3 z%>Uf_Dv((S9Ev^rTly;NwAWEA@Oz)*NB5^XO-pj1aHFcpKrAP>0(aR&kRb>KuUu7- zpWQbU#bX%kr1<8w(cGs|Dv}g+)5h+qNYUm@XFI(a% zrt(=ec=(aAVVnflOxM?dCB%i%3alx$#MCpEdX>4FR53M?gc*LTI!1)?4`MY)ownWD zTQIf&0wD$U6QZz;6JZ?0<&`(l_hP*4UWFTDwCl0y6uC@iZ;?VdYF)!7{5LYmy__a< zecFnIrVOt=(ivX9@$C^gbaw#3`-g5ONEFkp63DUBT}$mJghXRX-cx*0WdT4;F*fcf z?YKleYSa5iqr7Lu`8^;Pe`FQ-Ynhe!XXgqo8VJNB8&Pt7RPzBeCrDwV`ueGcj$(Xm zSs-Oj3BAZg>&HpJXO0?q>QkASaC9%sA;a~T$%0Fb@}Y*qxwM*1Ry9mez>=wCJ`vP2WWa15!`OJtjqmGKagK@3Mw}4z_ zKZSJ@=A634Ad6IPbPl#95Qrg(50q;>k5j!&tjHscQ){fUzZPSb_d}V@f848&e(M3{ z9}C+i=)(A8c_1P9V|itL7!sZkq?X*aB3mG))+tas65a6#v^UAy0W@IR)jS-#i~USs zsU!{?ejnCx>=DROo~gk8Ah@J%tunvZz2jI1BcfdPS3pp&CYej(EK;|)aZFrw3$*pNJ1Z@2Ph41hm|rBk$*4;-a6MzaLsvR}d;xj8Cd9MSdNN_D~&n6|wjB_>ZUE$`niIc_eq( zQ|_#oEIB4B>}b2HUBPF7DTM|0%O^!E9OaMWr)sFzgR_;`cDUUXPR_gf(6vAu|7mek zI4$>&$5r9vtjExf2d)azvmQVHU7wZb=ME)Xx13VWCWR8wEdLS5e?@urri1<(Ydd)UurxEBSzt)CK`m zw_B0)1_)``98+`i<>wwpF0IfTm2ZZx^L+`T@Pa}FGI~Avwto|of?-8wAAj#URDcsf z)PON%JNL$a`O8BYD_OOFQ?7cO2$1IemyLBh8~-0$&TJQft_{kmvZYqqsiRq37)efR z%=;Wu7t#3Ljmb5@2hcd*r=7xr>k&aw&vh3>hZr~N+>_6d zdn@^%hQHxml}T7M6ryqT5l!E^C%`UO1sKT!+U3b!hXwT28#Mr&&OP3(imWQ7T7lrk z##@D12o)MKRs+GB=~g?zwdmi1l%s4+RQVz>7r~_wkZ>NrA6Za2NN}yg@6?keb$UE1 zL_5VAVe|z}k6OdXH}gM^gkhr=2{Vw2dsS}~xB$wAGid310jHeSAJtA-5%zYsaU&5C^x4Kfc_?d00F`|!ecdE8H=(T?qfhSLD(0-%Gi zQ)Ui_iIxOoVVm)_Nn86sXA-7&q9;ge6T+dqmX3Dh*AHuuf2^S%iEb9X_dWJ_nMQzl zV=qr|9}wiEdTvn}oknA|R+$QEmD!1FTwFf<@uRykK)}3n4blzoRKcv4FB@BBq}J-1 z^ca}N`rBZ7^!tvX?9_3P%8*o<5Y2IJxe78KW{>&8Vi{m78S=DMsa0cp+I|pMKmOLT z30dg?v%kCtjsSsL_R1%iW@_DTNG(&H{r|M$162NLtz}Q&7;|k`Cx+g#M9u(@buo%b z{`Xl~wSuvGNV=zHkG7{*)Q;U8U9r9@Z~w{;jLOFsMe(|Y*rX{D6(i6B0j88a!a_-} zTicI~ZxH^G@)dJU;6}cSW(bE4B_()Ci)k{O>hFH!zgc+cwhh+iQk_ zJfS$#wuT>w$!=f8>fZ0DKz&|5e%4<-Vp22*+`-}~q|<%+iTW5WTE*KV%AaBJ?Z-0n zEx*8{y)ocOhuw}N`D2#9fW~}W5z4zPQ|;M^%Y=({V8y55Pf&-dY0$#8D%{cuDyX=Y zaV zaYwJT6UN;>bH$EEp8z}4xDT}S?+YnM>3jw`YQMrcP>R-rPD>J()|AV%d(uE3<<^en z=zWvF6zC7-hPNpv0;Ta{V@WCJ$U9?T0U2ts;i2ic`Yq}gzVf5>nM7GV)PQ(OGra|{<{a`w^#Y}G zV}~CUK={q#=vhrURvk8046%qNFGtBqd*VL&#CMb!Lo$w@J!%ZBF!LQ?@^6X}$WG`` z(|#6fez~_HTDxK_L@e!|0KyBO{9IR9dxjWRr1&iyUP07p$c)MJ^hYi}ly@6ff4<@o zaKzrPb^nIj@rg#s>Q21<s0^`DHKawR0_A#sgO&b?A^a z@X1lS%p{r$iFOXTIIbvw-W_H6*g`UiSQxQl5OBojE1LquSd~Vs z4!N(v`;;=rQ7o$fRuMn(ZHw_BdUrd5B^mV+e~%A0NBlAz1q``6N~8(|hExKhJVMZG{lm-#;d(D={%D>LFc2i064; zqVUXf^;c6?)+Rb`TvnE;H^sk88GdnjQWTmMBav9~b|M$3*A>mAj_Cv}G@{=I1?1}9 z)}tbK1A-tN_T;wSo741b`Vy73fFFX?R+h<$;G?Ho)(_GxpozgAsY;d?!Vu>_;H9$B z8{=6MXch9?Jxz_?HLBgG@D;9Y(&?p>=km|E%dj zbHxa*VcMTRqKrEWTz1vYp%nV4P-^MZO#B=*6U6B0ls_Swh*rxVlOiR8EZGFi9_Etg ztb4XeUu>gO?htwx5stl15*Os~Q!e-R?72c7UX}uD9*I|Joei64FBDi`*g`e$xNAj{ zvZr-#!4T~(ZIZ#Bhl+^VSMN~`WScB~1_SlHE9)ws-`2$i_HKs!ZtI;lW1p8b^>44q z;p})8ES+9e$#!p_b6lPiGOct*0`Q=eOF3{Sgi4hl9ZTLWX}- zr$Z}mdX^%MxAbcNGwp5={k|Kxl(}&6zIl3wYM%Mxj3a=a_C&j45?#IaVH%q z&ie+!c9-750;j>;EW}Zz)uR*Et#{7pB|~`ui&K$K6=yd>ud=7;QwDfb&w}uqY;noK zsqU32q#BlTm3rhVw(}vR`_F#y!B^mJ9e2uk+7b68NU@Sw{lK%2JwLuauyg(Sjh)5f zUa1(!9yFKrnhrkb81Q)O>#9-5E@W}9M>}EQu>PAz_e|M(y5O8XK~8!~WlvF=-B1#u z|Nc{_K8u^$lrdMf0TCqo4^o|(Z|t2(7>_=#yEMxJ&N6MmQuu4p;0{=;8h>|WMjOR6MqVX~iXHm2DEy}MQA)9o;?yaS7fjqM9o(-93enLXdL zor`)i8Qp`Vu<+I=#-6cN${;NqaU0J0P@*a+(ICkJy{k8rVseKCe%^D(u=_)eTo~)d zyt&RoSnmQ)7`%Sl^`?WHq3qy7Y=YFt%2-m#PrGYO%C4~-q~{-6_cq6d<;eBtxF^@I z@R$V?J5E@~ub2fM2*ZhHd5t4t!_2FfyXCp@6{T#wYzS*HSs{g`Bi+B+GdW%QQ@9Jmfn45LUx%~ zKhKb!uhb4|tw|6CejVI@Z_+1GFg{pXS7?)XF1ulNMJD(Z^TP59-q7Yb<1qNdulD2A zH*;o-*k>L8v}}eNhTq-J)qp-N7k*xE01IeQqR@8>e0HKNlYR~U{US~M8iecVSbP5c za4{O;f2*IaBF0eM527tRxEC=VLJfbvk$j>tlEYc!_0i@5nd6-i3Wmz#GJ!_*_29cE z0Y)I=zt1jTqk8+9JyOU?=o_rWKB3?#8qTxxG1Q$uu@$y9Th4=!Orq)G=dPKRf%{+{d|DDm(xD3Hm5Pl9NSAK+*cmQ#(;CX}vn$>uM0X?n`7RTI>J!N&-JCPUz zt(Dk54>3i2f$PpcyQX`K-z;+d|MB(a@ld|sAMi&)C3}U?kVGX*n|&rCt)xw|i%QwI zA!CM=wJcE-vK6w2>>09#2+3~jV;^IkG23(9qduSS?|HqR=k@Z(eck7r_jT@jX72mC z&Uv3>xdIYJ#Dk~L07*L!zv0}H%9e0R1LRU*F5cagaeQ_%R%&00QC z7rxtWjGAq{d)h$&I38S1nlpdNO6`W8^neErnbHrA$-|G)`C?!Wom>yGFJUab-(DUX zSHngLkW|sp)tY(W-!VCiEA06k7SKB2GjcI9kwJ=gXw&`%;!NVd!%eE9!iIwx^B{mk z_ktoaPylL!x)5Ccviu^$@*YLdlCgg1$P19kTYb8Y2ay|OGKlXytVV(Wk*NKR?yH-B z;!i|J$lSz^A+cZx1%3P%FzXxdu`zM??+ndfjEEw&(?RSq9}+PmPmP;k=kqqq>?gev zYYd-?$prKLjWk`Xs`(VI_9p_?2zF9`LruD@+aG|K8$#5MAvcd`zN(e|Z?K7D&G9CP zn$_+PVqVP;z-EkQ_%i)e{{;3fn>>oVhzpeQ``te_dF(I|1VfXr<7PP= zuY7pw5|bK+mG|lzZV6W?mtbhFcm-Je<|3FQxjL*I=XU2!2xetPMUWG4 zZ4)Q2ddoX;)!~p}RJBuosAyxGAR7KSAF3&!J}m`4wf8WX`Lh%7*Gdatsho-J-{&w% zq$2d!fW$gr&8sWOcEDknAu8u1@S)O{z_!RiJdz{>v2AsS0bI`o)UKfN#DU4dXUGuf zs=l=cZYvLUc=`zouQgO!_~J`DL@&4t_9L-Jh!^PJyMJLr1fwd3Kn&sl1hgQRd zR2W^s1txGnOx#(A=SdR;G$jBzo4ZpzxGAJS6ws8k-xUdaoB=*L!W$YGh0!9$uf8JU^wIwHV{3nGz=iKdASp zAjPgn7&0p08pK-asCYh#mb>8Ab#~<9!`smdGO0lEVmeGQ8?e(e!m;~TdU3hCapm%^gDsa!~So6ht z|BJsOD_X`bMY-gZGCT#Y9~Ng!5Yh$K4%uV)-NE24s3^d@sU6%FoEV!3m>eJ<8wn%% z&uDuI3|IgS-bAj&df4HMa6EST6Sl-u!bR&y;-@$_q2+(hLwk|i#Gn3^>`@u!Op<%E z%O-yoKPW}N z7x~qa>#zaq);ZwB+bQBOvJTk}slQt4|uaM-A%;0sW=k?D8Xolohk`AqLw~aF)$W z9^h|_u?CSW!GsO13JijZXteMW4W&`J*R)We73=$SkHQE9$2wj-^&@l)heCF|B2nK7; z@@HM2e~Lpv{O1*lPr!^3{I&P1DB91-7wpvKM9U{{^gFJ)G;5T{clbK0WlSc<+)^?E z_^sx9VEX#tO$ziX=M*$rq#1~rE?5}jr!P`0?E$%016=-* zFy)k%_O2CKSjDj{)vmBUACS=VoujW$QYEF$Cas+1OGm@44%Jp@(MY-A%@-uwN{pR9rRVSNA{p%r>o|8a= zrK&?7tGkT`F#7 zD1e!E)W^B1K><8z)d3Ve2}@g%eteLQzB?i?v>ntK0I}aornp?V7aBIYvbI3+z4I_` z%un2V?%6z$C0YvRh6)lK8UK7{90FL4-Y}*z#~R++ot@-KV5M--7G{#@A3-ec9(-tO zWr)7+b`4_))+*hUH4+-*-T#Sk99WWQc0N@&9DVd2#v*egTw#fLKzE%&TY!nL>x1>{ z9leq=6c$Tkt)q7WC>UW;bjg1JM`y8O*aNKajnf442^LGpp4Iy4^uz(4><#R7&KWdLzj9To{HE1+c924$e@ zJYE+p%TVhO9jf#z8~<%ntx{Vh>a5-!Vqh21RMl`I5#)=PSLa3?Vw_b~i8DRn%H|Gd zW=tZ(paij{xPOId!^||u^opK8RXSi3&ph3w|L^GoZ?d}T0nUfiWBDP04(Im|E}YQQ zH3X?@8?P;;9${}CBW@Aqd1;4Y6zb$m!X~ofMOO!i&5*l@hZBx48MXX4zByBUM48RTBK4}>D zZkZm&wt|UQ^}4*_DWZqZlx~e`>kb&0ogX)!TGmy4l5T0GKcDnFu*OCX^C1;!20Ha7 z%x#GXI(>HPOq)|mB8bnyq7Bnq0=ye8t;@&1#RT~37@s?cu3`c=%>2HZ$MffOCEO12 zF;q})Bg1XAVP^4adIiUpYs#kB88_O z>3=m3t9I4vlnV(ILqD3sZRw$kmfmqx1+XET!=5mGv2$QxB2X98|?N{I6Hhv0y_uUTpm@K(p`VwErN)^!~?aUjEgL)snc*|G*6^17y2yGQ?X1|8;%d`qZU&d~=FDTJ{vtEKg<_jW; z&asv*0SVlTW?)OXknZ+-a?o@P_jP%BCI3bX_9>vZ%AE(#?u5H=kHo|H#g3YxW7XJa zG{1mPAg4cLwY_+#ZwX?RDuQ^?{I6waAxD?{NFE4HY49ZK5^_6!k)N@+cSOFEemMg$ zN#!46`VzQc4+w@#^I`YiPm}53z5FqhuebAvSR%n818`dFcT~=S`O{rqxo*^r0CPeo zdRJhoTp$;OeDqB8g`u_Y!najQz1c|ZKruXv>8J%Ko(rJ^abI6l7poyr2j1LaB6~_+ zTawOd9|{;&*$s0xpS2`Ax|8-wiv>8GljeEmSEf3@LYtX;f9_kgiP$=szUtmCVQG=e zO+jHc%kdEk3WkBEbc?@-K2->xA=e8+v01fnbG6+))&Ex)p%H_Kty)w$w7a$2GLfKf zz9GubJ~f-)zLB2i&ApS=)x8%_>FUu4{C~~s0oK?5zb^bcZDTi>FMbDy>buBK2PzR4mt8W}K{&lErZjPV^VL#JnL15?W zJmzrj#B#+BKEGRT`|nc&tS69s2e-wMT9g;>NudQL4ub8xY6>pm3W}&T=T>L5U)3OFn|6K&7Lz0LP0=}B86P_Vb48d}IhKnj=X86{qQY8|?dk)S$=Ad$1G!W~)Ll^HhE$>~G-K-1IfjR*$|sjgpWz_MrADc$ zwqZx6MD2H;DWQjn{IPGu{DHB4;!^)>MuPrk!E9Zb$+~jp_W; zxWyv*nZBQnymQKvdC2H^a>Js#UVCCSwc(pmwTav+nK{hnB+j8OY@c#TZb#<1_Q#Os zuRtH(A2|cugqk6WoRz`z=$(1v_t z93REHkNpqU6W_T@)Z=$7o$damAjSDtN^&y2Z1BMMU!*Vmh#f$86Sbk5 z&atD1w#S`4w&gh-_qA)Pg8_H&ZbqoQ%PR4y~)Wc94M7o^)5s82}K6yhPpBckHlVAnL_zGZLJ${h>#pth79HqpS@2rNxcQ%mW1T*~V%MOpR z9zW2UWKt`Uuut^z?jY2qJEjX~6&bGIM%*d1%ai)ijB9mdil7q*_N^nRid=a)6d*N$ z0;jSYkYZLXXh7ijn-11Q>Jf8FvJ#lcbr@%G`utfBkvIFXu0le+ zbxX#z{L9}hLG@r13hn@ogHYu2>2!g>0+aSlt& z4~tWL{XXV^r#f)#CS7=E*{0VKi(Qx%8@jNc*T#zgtlZ?PVpd!;LQ;Y7{vvU-bQ8Qx z7%!?Ty>mk_hyNZghVaDXU}w{o+jq2fXVoqns$Dynxiw_X=yc}A z6ms@+1d;Ke7zOe|Er{?Sl?uYOuQBH>hQ;bOiw)@5%(zxW;{~et@5CQ(2_K3@3P+G4 z&4!gr>klNFXL#G_ojDAv+D!0KjH_=A7@6SlR-&sy;mlz?VW>LCw@EfnUtE+Q+RWR? z+h#YWqVW}%&3MGfEX*@EcpvV%9^*hWqzJwYMQQt}`3{?xubD5HOLyaX&Ve2!bgen; zFm_jdu;#M6&&kh>q;&w1qK=uJhw#?(Slip-Df3l-KzjU2O4L&-eLDNLP}q8JW0f_+ zzHd#J3Z^4?tj9d3aeTpal$Pm6m#BHsK1Y%sG5U!fnP3>oJsXFaH|KWZZJRhgenzDE z*zbTS>Dc~hj}M0NgXa5ryFb24pi|W%0EcNKhTV>Ot+TALq;DDU=D*WEvP5EgEPK?5 zfVD*J^li$kZOD5K2>XvPnxK~JlY@E-+frT)gMfmxAiu+o+8f4c z3TXK^AQ3iZ79X`6Mb6$bZ2yKpj-{4=qOk$~QTKOgBNnRb60Hdu>aP_9Jl~qYVmy7L z;Dr=Ff~yKvh6Mqr)27%_Pz;l{E(nV1izx@Bi6u3ghd00ov2Vnkmm!2gxL`C#S~x~d z-}%W-xeTb*^Wx93F>@(q#EhZS(n0c<%+4Pv5xI$sqfOol{E=d@+qOM9nqG16nR^a}d0&fbu1JIA>34}&UykSg{`Gxd z*Zo%e^}3!|Nho_OYPMF~G3k)^2~m{()V?UOs=-bZWFe!@oqRk{Y;;4~*f>tHq%YL` zp2FuPz@3h&Ree10+4zR^fE9GUF;wvw_ktZD7*9m}?Dr7+{i`ox<>0{jjXsYADD^3- zcXwdS@@m4BK;X+bqOxJc@(o0h77bZ1?$#2DQ=JS+QY;~AfRyMtDEA3By*J=tbR&IG z=+x91bju$aw95`Vdo{Vov(cQ-8Y;QizuI$h|HGVfsjoj^)c&-4r_bGkeZ|2;sN`Db zJdm?hSuHNEx44?%_OASirXe72h|W*iD`t z*>gFyuvJ4xoGAT&&Hph(!zuUuCbyJJ{7?J?UR`hgVoSmk$A4Ie=f`jP#sTsU?Q!C) zEi-q+5z~3YRi~dqmDnn#bIagLc${#-m_wYhfBY7Uwgmjye@#ne>&)5yjvj=EQc-W} zxBUkc^uIt$CP5g$mW6=K^V{TDmghFRibT*VdUKg8oWGO8UY*%3+i0snPqN@bU8+>b z7flDZu4X?eTHVqDC@s^To?a5<&gQ)n)>V$eTF{m&4zaU7eo{Bev+H+ty7qR~7U#P$ z1i@@Sj7!AR>iyq5ff5%r0Sgkl<3(~f`8%vw&RM>Ht*=^yRlCH4yUX@?1X*)>8?X*X z$UsUFhII6snoR}fz=cm}wnw=6+LylK#hoMG~yM@B_Q2)L5{bLVSQhvecYN*iMzR&;~EMO&0dB;i|&lvo3 z=R^drY4>Sr!~)-LWb?4~YWGPXVhPVspW%Bf1pL(*W9`Uobcw1&@L-P@KLx3o0<}AJ zJ{>cI!0{1B51$OMjtx-60Cd9&IK<)K-UeOLz*_P)&1cQ2d)KgS;L`h#puw`)hC#Kc z>S`f?H0*7p%uLDvpdsxej>%w=~jnU633-c2xBtEdt z-Qaln?R$eEF_l&H7i=S8|80a-g5#1l<`y-XP9jI0Kr$!HpJMOr!WDEP7S(?D>HUW!rcgIZEZZLW~~H^-|wP?=);@g&+J_y%Pl7IDXN zpzaZWOj+y5H!17vvVWmr;@qd8-=8+-0OlHIQ0bliYw%MIrkhlmW2n%t{`82>pW&e4 z{}C=ZR~h|_>umn%oHElRFRCWZ+1$3Ouc~V06YrfAL=2$^h5$r&{RGE=KOU14n1v<)d~wq8|8pVxBdE0V~z>F8$JmE(k*t@3DeLca!5} zB3Lq^?W&ck3aR7yv-igv>%czFu#!Q%r6i0nqoUid62}1rwjrF0)PU5$q>iJ(;)&Yp z3t-90*pke+7ch~fmjqb`DC4!G3W04YeJ`NZl0LKGNNvl`bXN!`mr9eh^2umBniVIj zD_07i0HTe0$hPYuRpxhK!c?H4d*NggC|md)NMI=b@dM4t2;3a!JVhKgR3C=TBi*^& zu&?*JZ)BTiZ(lHVyV!5;eC+F(xnY@YPqC#rQ8Lp|MaJ!^y{Yx3hRQLs28&z{p?gmU)rXqr=OI`2m0Dq8Y-=P4|wOlykc`N({pC5 zCrLT9_aGV@REE2zguyvk{^jmBZrTHE4;u`<)> zGmIdYhxjC!-No((>cT4_#$M_AE!%s~rxhq(jh1UnN&*7me}DrU{pOAB&`j?#0);p0 zALi$@9EecN^Sq5a@Nxz^Eo1szQ$obvINDws+jVWc>ZP6Wq^qRTOy{|696C!q#d423 z0RCqo*X;#N7@3W1O%^e`&@tqbPTwjX%#qQB`mG6M+9$X}2o}b?-oJHfX$Ra-8@fi? z$DkY@KZvUoYLXxHw~y&9%v8)Pt?j$cy!dxAEoS~Hh+dBnjja7EArHJ>a3Ykzz50~m zYSW%%`H#JT_wAEuLCM_P&)!qL(H9HiYxe&4SwSfow(I^CzI$FTC>M+E$I22;WiFDx zw}e(x&$EGIDPVMXUr$P@D_*O3;aiEiSG($3S&wEEYj1I|#<8E|A3dhBVGj$T;;D=H z=W{3M=lr+#7KZ?l5%%ltx?D#<754a!_jrG(c_q$&YFE+Kc_WM67^(qWMtyp7zP_vQ zN`=WAy{f(7@s~cC)H4=tVgj<@JWfmA$LUS=36&#>s=p7c-lax{s;L+{O}WY-n1f^0 zM-Qk9s7-$%NeUuYQ(A9vKY{ec;vZ|QW@9z;>S1N2{`YAv#g;h2vu&K&aEy2I&c zrhy@NauuH9___}>F~wf(DUf+@uCTJ1Hpbcfv4$oIB92{9WE84IAM^u}#UpvUF<~r(a3pY)vE^U~lc; zwnZ6PDksFARS#T_)22T^pP&_eL~Q%8*{oz|(E!-l z9QOwjbM5k%pFshBj`-60b>7G{E+{_8xBZM^;kdNkhK>fR_o8#Q9rhC2p>?NMdhV*W zA?%f3o!}isqu}w-{nNKZ@RjttG~@0cX`H?2y|<-v&r4}=_3k8#EUjye*L631$THCD zeeb0CW^|#Z3!Vk|YN3+{t9BUhR9#KVjGO<`+l%JAf8erk+xOYS-pALYNC$7K@5}T6 zt-`+U!)u}V7JYn`bJHQsQlMGm<4eq+P5X9n`|wc1|4C7(H}=>ccnp!FL%Z z==_^OvXj>JJnKl54`rN<{^Z)u*s=SH9LPhQF`vO$$MF5>w8o00hCg8Z!|c-b>&KUV z#vQ{EK=#ZY`zUs)k>RPuJ(4%}d>{DQJewiG^qaPCRX{s(I#I)=C(fa7qAC|gN>_`V zfiCsrRuwnd{}o-AyNsD37U;2MNT%=Js?)Y%*WQGwOtMffqY<$zD)Fniu7ZX;S_S7= z(;tT4$iudonh+0x{9f&MO5R~(_lN+d?@Ld z0w{&1%Thp7u)@~n_AmONT9zrqo=aDQDnRJ_!47PaQN#y!ZIgL?LDVO&07Wkx?9+Qd zKQoP)@{#Zarlgl-Xtd~($gw=`OK2}>2c<1X2_8_n3Dat0b~6DgIu|xoB{u>(d{`>9z*$AGxAwJHQ^8U()&{B?NqVu1>I&9`_xnHv%iMHC zHDP0aHjls2ItT6-ceR3NvOje#arFHGvs6Gj7r#X`wL=<&1G3iq*p0n7okuZ%lnID; z@NS~%hh5IlOG$1XlSz_$BU}YKC~Rrf7l`MV_mLvUfknN`7xgUgf~p|htVhlWyuJgy zGX)cYg#jB#ZT}Gj9}Qx@4(rp8R$X?x3i`>3AeJ{$$0}}y>3xRYf}#4iP%+bIDxkM4 z@PrSS!1?6_$W%jEA*99H#$AtZDeVP}y-zO)ZO`=tz%PO*S)YEQit>;1ekPm?>gZU7 zYjPL;&qN1-=<{Ux9~bJ7_)GTB|B9?BOT_)YfD-McydnJZA+(^v`N0GuusQ(5EW);iZFQVl zl|y~Ouo8b#1q}^9Ysa56dw9IjN1ASF7#?1+7nucaiu&!Tfwj>!G-T%qx)pf%cn;bo zLjqQ!d<9&6)b|>+5RoSOdtyIZ6CgDq674)0ZBu3$k=ttAz==Xe7}ni@-J(iJyk%@B z3$o_zq>D=chJ1J>t4E6LgWdeE-u@(sm{xR#>J0Jh{0^A<4cOb!sT=IfR=m+eP(D`o zwDKCJ`^)r>-!tt)KhdC<=GADC%&x?W#5zEIndUXoW3QWO*AN^dSYeDF-tBx#k4amJ zQ~9=?ZVN>rK}XC=qlb13n}s}ZBdAq9iN+pho$i>!A1P5m3~mP~U+BxfeLWDHw+oc; zC6l)qP7$&I?XUP4D2RAaV;+Rf-3PXcgZ<%%m8V|J!X6Vjb|SuToqcjTUYRWU~7pebSkygRXC@dWD0DoIA)I0di9ctN;c z1pT7c2qcGbl1(?UWdwzX5r-OxJyUh&baESFtm5T(<3jq@bEw3bTA@PB3xn0-fDWCU zHoj4_rL)2_z=KqDCw>YeoM}t6Q^lN6#*uYVB^RMzIUR{A>9F7X?{jY4HsRmn0Z$*N zG@O5kqXj+`ycN9=PBk7ees3M7qsHeSq2k#Di;) z;60`RDJZxb(A*(MbB64-VyrQNJ6;`eXKGwIq(xZhWDx8mFIia=Kjx0$oX(CE<6ja0n=YMi(SS)=10=1W3ezj1K!j80%~( zhl6Qbb&e)A7KAIs5Jv8ZU-BpOiTY-|FJw6OzwCS+xoHSL_&%{@ERUv`h^WbWc{G{z zj6u0TDoqM*)&X%%KtnT)e)Devd!cVume6WxSO=Z|edIl6ioMzI0nq%}t@!#UOPn%B zrIxdfdLHVoHcQ1@V90H+E16%;Gt`&sF>^-Op`G!q%6LC7f7)aUs{v#r)8ds%n;a)&hcWcKiJh8r*{h@1G5n2QuVTD z(Y@x|da&RxJ7ZiPgV||<n8K>`?S4=hKfv2XW!O!Zn<_1cYNv-F#g7K6)# zu~4tmNbsjgInh*|X#F9}%7Yd_g5d$o&avEaP9$dMpxzRnVp1W*-<+2RFNC`4L%(Re zSZl3u$7sxSeYZ;PRHOXphb$w+!83>M7_9SvdD;{0juAgwR);KC*8)7;jqt6{##seS zC8~cLDgwMye=dEFgK}AUdUoj2GbxiJhI{nQ{zuTiF}s2 zQ|*-?g6TAfp_Zn$Y!Hs}#4GG3e!aZUPZ8F$O7gF0Mx2$s@cf;GwMA>=Rnsbrq1TT2 zrMiu?ls3YKirn1tElhn&Ivb)AnJft~s~}7&YhA@p@U;Yx1t5BH>wvPvTM&c#{cM+xS!meEn?(eYdbiAuQpT5kT7j zzE!rUnh;EX?~oloVDcCIQ;eZx{_a92GTn3%CVn8c75o}^k8cfQ;KUUpB~IB|ZFT5g zRqyNupX24iDCVW(&LlyhS>dU%W!f`q?w$74LH%6V)-nFx8ZC9+sbmLJKSHH+pU9T}`7f;8xy9^Y zT?se_1xY7M-|vS6;GZ2R;}XtH$-m+e7)!aqD{3MD!qvV|Imuk@NalkPT?!4vNNvtd zjg;RX;a~<#ZN7OpO`cc+3(7x|e(Mpi)C6(W=783k?#8B)xpQEZaK@TDSDu|NflYiY zZIH|3PvP;!LP6Fz8I9hW)8DFb^PAVeG+b}}vwZ!q{XmjcN>{j+9Xe9JBhpX&jqf7S zZ0vl@PGe%v9I7T(2W5AQa%{?~i>Ps7TmKjP-f58p|NFr9>$Q@TQ+rp+ol(e-Jwo@6 z?!QrgD{=n;6Uq7K-xEMMMsNV`AkfbY9qsNCQ#-89WyO*WVpI;i&7;zPLQ0_nBb!$8 z>Vy|w^^aOz^VvXZr4f5Q-N%icvO5>Pu0?5!HEeyEhg*MCv=t=^Eau6*y56}BOd!!il}Bfz0@!8_zIE}ITI>JvwCsFDnY7zl)e9LbHgbE zy(hvZ_6r{!UMTXF5FE+d><8w}V4jy+1tj&6N8*Yu?(zQJ;Qjk{!IhrE`DFV*TEcA* zPRkR8x$RIsB6;tM$@kb6hsF2nnq?9K!_xOOg!}R(OyP$Hs~$h&k~n~K9@xLMJ}Bbw zFj((g==hV+Xm_Ds-tCYs#=vaXd z$jx-<+-qAsFi=n?ah%>65daQ7%97=taJe^2ogG=QPZ;DC`WkTdOOE8ydNIP`;S0TU zse|wMJiU#Dl&sIEOWbhC+fkWdFXM8~)@}c#gn%L`esepiND-^lF5bCQAME`|R%)IF zT3`j#7vT|KCwL4sLD2*ul>q#lIJzVmRUdlP_v?T(9jkL6ibZvdA4S@oabNjp;bmZvIFv({a8`s@QR zalNoJ8C~nX8AdJ#E0hKTqGgh2e{Po^O&7|gSqHR0rl|QuumW0gzRxi?kObVQV@&{3 zcpGViA`JXUaM%HfcOGV+8xW6g_SPQn5!?Pn1Why69ZF)TNPIlG~OxO91C=0MX^MtnwL4+*|eBj64tf;-e zfFBPoU-Bc(Ie<&R7eZo?^Vew)eLp{uJ_DBTQTBATv$`?It165tKt$C;Nx8!&l;9ws2l7G7%3lObi%E-TMh~&Z zWi+zQP+-O=WSrA0Q1h3bdilj4HJ37{MT{MB$o|_!z%GGF-|CQRK$h&376#N^XQU8r z=x{tpTj2}S{~k^%E2hizk5vpji`u>2`H9K)KkDDOG}^8TN{9QC_CV7+t9pn0McvnG z;}-mP@IWbnK6intgF*}~I?b?08Mqmd&8RYd{^V(>&VSsHimEJ4t{g*A@6adMooz-` zYmwuPT4&+PRIO+_7KYfjjVQ1ZbxR34T9z2$PYJ^gl0NfB@NoO{VqU;FS;!+lcNsKd z9jJG9G+~82ce<|-?@5Tm__?*B$s7o@Ea;K_O*`lWW~?#%xi9JhX@|iSh6)h&W9of> z1+}@)q9Mz4wwfT-Di3ICdPDWqjJR+Jnxa*$7d;7wP{yREKqW97!h=QnCdjnZGwl$p zpaX%&ZxS?T;=b*Y&D8fyPgz+(r3Le7{9?7*Bk7h0tNOkevnhtDuw ztl_vWxU!y?qy!lrx6R2WaP7x;oR8jEVII@ls!cQEHsjl+Ov=6=94eE9#Mgi|0Tkc-?iJJk{idV#y~=L@8&FU`J@XL_L9KQHY8TmXh#!HxRld9YT*nhU%Jctg4BjdVSJ5PGeONA%bPKzyp$$K5z-1g5n)+Vf;;8Gs?l(zO@|i2;y{U3vd&wL)2{uW<+RJ$3>egK_ZPi$!Q6#rK7(!t1kmU6 z2de-W7w0f&ExTpH7`>;J`JavW?rijb(7Z>lj6|Kv<0^d+ez~U*uLol*m5qZ`xe&VKeaqf#9_R${g%}pFJQ@fuqXAfUH8Er_}R@V z5sSt4B|uNG`^f1Z0{xeWnR9TQd~D9C#6m#sBPGBmR%lQA0>gLy_|k^AwxH_4T*&@U z`#6Gj#(+oVIC3+heS`BpY^0v5it)s6P=>NKs>~IPHcmUt04K^@;RED+XB^Nfde zWmO`PAlM48jv{;cSo{YR;0vzhkMMT+QWm&!^)26cctuY9eo`yQx>9ouGCe@oq8>N0 zIIxT90#C&6z!eSiXVvPxjnI|6ma{$r$S*v2B6LSJmbCm*0Io0Kf`dt^L38Z}sw2X8 z{I3QgWMX}MN5#?W3c|4*LnP*$TL4Gjsr4Bp;;ZBnV(GQ;W5XKZ7cum`|Iy%&^C_Sfa%i5m6yQq zxAnUgBB=V4GQ*g(;91lvki99t4INS{NFVn^Gt zIu^{W!3oAZINsVOoIp(dd%Srz2{ga}Tn&f>vYCKjydf<=4~Ww4a~cOabUB=(b(LKy z5sy0v?NvYr5fKL}xul7(?L4S*I5S9Eag4;Vy#RborV>BKfch@?2zYA*@eSH>yv0HqTn zSV}Gdni3njmi!(jXVuB2M5h{0fR0Bp&@M#;LqEQ3_!)kv61Ko+gC0o4T;5`k*wBVx zwxQ754p2*cScBBw6cd@dAy9We9{xrL+Qa?8kwcc*_aW6~mjOMc(_74#Z<1?A>gK(1 zb0$2<$*85hCN0wf&ZgKkt?1?)gq(fSNZezvu1g-j9*GHBOJ3KtaW-CkK0|~ zxPLtlh797H!hzr{uMMMJ9BoIn=n33qcko56r_MCCb*mANZq-s1y-}wQ%b@F*ko^yK z`b`_ghnTNm9nCMRo@BlQd`9%@^T^M|70SS^V%0o>{sG$qg|R^`dD6v(JTeChGdP~X zv7A9V%}Ck`oVPXRd1-E=A2pMK1yO=rMgm@#uRPtgrO31TiFDc#{5Oe^a1Q>BdXyQcYo?Uz3Y?xBym;ijHEA3NSx|%?(Xp*Pv!P zJQE$nInXp8+HJ;IpmuFWd4;XC7&u!wX1TX?~=RVNq!hzlNCjK)&CI;8O z??SYIXZ$8UG6;OrB*wPC2iFFTg=4`FB}l-tYK&*CeeMwb$nU_WIe#Qtrw74`#a+(k zL7^ul&kJKH#K&PQjsg<*iBM-MGaZ2TdS9`7YUQ5F#Z=-bo>N2yXpZJ*vdv0f`G`Rg;{MqyD zuV%g{{{xBMo$}c^-Gex{ez12{ZgQJ6Ym?)maBq6PcdFyHeLOZxqy)84V0M$cD@A@i z!tdUbN1N5?(`!YBuR_yy@5ka#`_UfF+FpGnU~#jWBt{Q`bo~==S#B1zuTB{FeO>b~ zyc?CqTE9B4*)+`Nt#eV3cr${OgJ5C$b)+d+_UKva@VvjBCGx_d?;|(Z0&$vOs?DAa z`3--Rt!%1RfIIH$i?cb`Eu|W>t0hUH*av_3s>Z_WiD7ZpZ;Trr4n_spss#(pwwhd+ z5$@r1F&ZOhX~HJpitHGEFxj{)%`PgEMM&$=yHWlhPTF&k??fil7GZF~GxIHu)?Ia6}HqXqYU#`?Gt zI(Vwc8eeqjaU^>6qWvcS58Ll;wy%F59O}GoPx?Dboopff(K}|)>FPf?E%mPJRYKR% z9NpztmHiWcM>;MJ5h9h^u6Oxe_uoQRVpv*YBn5uhUTn1uo?>qliV&$_%I>C=)g0-M zj4S`6IbYea>}L)93RcPadG`>Wz3gr1sdOpDbg6eDuilGHoR{m2-&Y_1=ApxdCk~$U z-%X?CPCff@oBvpI4k;@g(oj<0xOHEY6tDfROT6pCT%@`vcJ9)WO?q?Khk-UQb-)LF z0G^<>K88)W;CgqDE0|wmrfif+CTPD3%X9m97Kk z&-Q4-upFS!DX0=c@0RU1iT?GPE;vRd*D8@{g6_s}8V^={p+A?gwLK1{{9+A047 zf4n{CHWh%yjjfcdmw7vDwAq%#b{+h|)$vy31jVr!J8Ff$YL_g6514M{dP`F(tY?+y zVqs1hkb!5%vTCmDWcl}-bc#MND8>wDChzOUNQb`>TnGQMMhL8W%U{cg|3yy03(CKT5S}l)SU<6URKB9Qyi`tGxlC zr*AxywCy;d`uQSW@$DPYn@QcK%hm9kX;K_}A9|H|8J#I_4jgYg3XODS+-eg(y|ewU z$#!>`wqvN|N6`did(ERoui`s&oRhoCMY(vm>y`hmqH?PPz0$dlzABl11fxpTQ|0>E z*gWPGlij11eM@`1x9sztrP$zVtna#9^Lt}>Obgk6Woz>LXIyK8vxr;sy?^^-katP$ z0@GxH^;FCKezh<5j9Ny{C2Zo0AfB1YX@vZ%tN2cwXcwa-Y$V?bEMp+8Jn_J*zC8}=*0Wt z8U2j3_294%6#jCesKP9#UL(%#8hzstCBbo@g>JG4qQk(vs>$^V8CUpn19^tcqvcfR zCAYayNn^9dDaO!%Y;n{g(+3aXVY=S_Vg$@;j=sTC4xE^a++^=t&LlbVl&%%N0B|rZ zCG?6)`(ArIMbPNP>aE(>TdsX?vl+liTdU1d%?z)9fLuHN%DbmBtbKMPi@YA}rkhMj zX%CLK9ae0^)~ideo;+_Moh+Siw;S>0Yo%VsQ&#G=H z{{g=o=w)iuyVg2KV7X(FsI{RPX%adA0QXi*UxeVT>%m*@EOqOBh|+xJjVAA&)R)N0 zNa%j?n?70p@i_7uw|&n>#NxxLqR`u1Jr$3Qa_^2MC=d!@LO$0N@6UEDPsTdO*lnx` z<}}FT4~Gx?1!CqGcsM|pBzDb5}vrI&Am zk%xUuRggR+10znyQH*3+C(>ht2-$ha#8g#J&sTfJ*daFrhs~(x=T2W4m+M|jVCd?HBKMEPqg*;+DI5+g_dr9Bmce6_@oqF%;)agLpB|%|BOs&VLR zzZBx;E!y<4@iu5mkC-d3Lr!;%ajR4B#ZWEsd>cRIyLpWCAUwYR!l&N9JLtEvIK233 z<|VGt*5Dxc3@QXGCVa94osM*m?L);mMwu(4uHVhAze5a*vFX9mWJE|wjg^{kybMQS=S z$1jzYKCGTQh*p=)5A3`Y&G~}8l{TW7z_NbrF4`rs!RQE5H2gCFs)xe2wsVueU zsdL3ZB%&(^-@i0M+!@EVey#tw3rnZ3@gchNT`;jN}IpsSh*ZYm4 z_Kds>VlLc+%AC@HB&Q^Vyc)OLXzAC5$FO~K zlcz{kOnTXXSW=eY^y!gk#7U{wh9&<7(F(!xOZIUh3z`sVc}{;;BbO zT`egspRO+du#bAI*DW+Fw0aW@bFK-m*gCIY_WcOyNIxXtZuM47PAvae3=O!}7z@ktp}Nj`xd-#eO~WiBW0K#LUu{Asrp+oZaTPR;0N^ zXiPJ{YbvflDXbW)O^A5oVC(KzJ%5~&_9gCMIwZ;89D9nDj@vpvGeDm7fv*W_fm+a3gU#wF|=9%LVyTs@>QrIn^di;XWj?rbKz_&jgkCT$G zJxOePY8m^}{})X1`7$d(Rw!U+!oEYh=abRHn({)$-=9A7JFQ;1o@rI1aAmp{j5MOz za|kKTNih zpa0LNqS*wtT16vZ8_>2=4;)Wq8k;O-u+@UAmtbFA}&$s%`dT#33So5ebLeH6H#UU%MdmIN58!Du%Thl1Lk~@vPes!1= zOQ;}B>+0Oy25#;DhpP7ur26|G$3;d-S1Bsvl0wO9*j%NOT`D7)k!;Bf_a)zjaUcKJm&+otIIgfds_dd^goX0o^S@nzL$;?2Camr7~ z2N#fyWD~_h-=pWE>`sBy$YDofuE##omKOG#{dN9T%qq$ID4|OWyWG+1A8!Va-dPZR z>8n+84;QR5k=};5jYv2C_7otl{TjeNV48wo+AT9M1`1$>-kaX#AX%iDZP_oVOwA0H z&MDovuAFB4%@bf3lv8Zp3c$O>dK6E;CtAz*8=^kXdOk04=U>hJ9@pVz;umt>O+ZJR><(8_bg|S zCOUZ(*-vIxN@wU5uncem{G#3jrD~?v%vfw3g%n{O*bNQ&xiWVsFKE>@6eX9x2Iibz z$@y9r>dVusKJpBU7M8PuxS7AxiMg=-&5#y^wt`mC{)>kW0AxB6` z&}>%>t`fQkG5xJH#b)hahWd1bq&|=H_MPIYLM74E+hmJ(7@9D%yN=Ygd7%{fE0!Gk z?kD0kg>^@!GRfh?jG5DQz$&dN@dqNp$gg75pk=Y(|a5-To#{3EhI)39@_(?3pZU;oF3Ze?|; zWiD!wen0Xp;y2N=@PE%QqHq0=Rx#lJ@JXgU=XJCP>OS7cwqefg*||!tfs2%5k2#dx zC{JWS)WSu4hZy}gaF)nYV%}nBkWrY4i!-=S3^XMP zok4zKChQUu2t5REvFWyCcLA#*^$8apHOTUYvjWDy$yB_l2w!SN)IVI97rvsBv?w}( zt9HwN5yk8L@x{HP5t)axiVKZ0LZul8_ygYku79PeQRzMWlBY!YK}INNlT<$c=a|WG zJqGlU@sgxna#Me7_YI#jT8p7Vj}a+=Ui55M@v{OwuI!IBWg(Ws#ht4^Z=IDYZK<_m zE%{jXr1elSY(Plc*cZYrDbyeG18k#oJ{yW_xA`5+2#9$&Vo}u4q+#+sfT`Rz&;E0a z3oF!n(y~YiqCXpc|B9iKc3bHIsQ3QGCqD2Sh^%h2Z~8p3Uqc3T1>D&q?&xzD+S%)I ziDgOV$F!UwMy_;Ro#z)aC@^%qdds8`n-ikcQ<$oKi?@DC<3uLg$`k#J(B1*_UuWf< zJlXY_rAps4+68E?YtMgJlJ0*VAl6%d3kW0Mw=FscbmcXA8IamrA6NcfKDfC@A-R}W zf*_L->VZ?vpZpx7!~*F>dQ`;QtYK1kkXiI%@Kep{uhtOqeN}z#%SWE*aXB{DG@jwk zv(=>W(7c+tG@9LgBh)odCD|lmC4+}>Nbg-tQ;ry#H}=HkjL^-$<``wy;cG|rvQLx? zAv_$S{-lT-B{x3j{iWOe_c50x@@rT7tEds2=;U-?4hxuP4HOJ9#ErD8gF~`XEk4oe7`!xHB_EyQ*!ornlaE$WFsh`Rx=E3md@t;;GtAr z(Ds8u+A}|RMqg;d15T)0yRa~{r`Sj?P*r@r&wfr!F)H`nv0!m@$T@f*#Wg zJM=1VbXA9)GxAw$BWf;{eRa|IJb$r;D{0wY;wMZ`Qrc2J&RCifD)AGMigajjlPxhP z8<@SvBHo~X#T=fAdP7}hT`fr@cGz}__1b!lrC$!dLXJ3fk+)q8MrAxPrItjk7e+rQ zOARpCkJLyutTCA5gqbSf?|yDLNZA0!3Ue+m@f_PDMtH1FH`Eedz@<{uQj8V7MvSP% z#>m7p_?3}~8hd7>#+qRbLOj-KZtS=}rc*^9pFgLeUE+p+Q?0DPtt`DOTVa~JEGqRA z7BumwE4I$|!36eL09o)nrC`WSlR1~At)Sqy?ox~~O_#p|Mr{(q>uG7m@?JO06XF}l z*OtonKuC5GV(8-rXxR-s+6$X9_HaLA*J7ngTG$-wedO@~b7;W$MCg^R-X~W*vfnAs zH_vrU7FT*k%Ll}8DmPH%Z@&$HWBL3mm%r1Huji-B!RIU-dp_FNsSF7;y{nq|KzXw^ zv|O&4bybTMy{h21(4xYvZY`x0X|{qKLV9{j2isb_Ft$y6m-0R4)J>%#k|T8_b%a0d zwE-z!h_A%>t?`tt(!A{mO1j#F^RVTE6Rp!#*xdRYv5=>s6)7Rl)h7`OW8&wSrNn&4 zgm|9_W?V=MdM=k99a`ra7L^6H1HvpJUdv5o#y_EjYV)vN@=71iziz6|t_^%RbqA<_K>XIr;xkQ46S$1w;+>A0KU$H3f154s zgeyyW^Y^rA!QQ0~9Pn&4uaCrwQ2U+xqvPWI;xpAYYXZ}slo2mN# z5tU9U;9Ayi0NwW&)}=c+>wlP#J)e93dRbv}Y1lFB$lY3&X!WZ@V!csZ@NCmT%T>&X zOUbR9S_kg(-sCG00o_CP(a*eQl!wNhaJ?oRuW!!9_pW&j(G~wPI80qr9q4j( zO+QYgt;?JD;)ZP}Tp4y(BQ(eBk8Qaz_5c5HJdR<8Z5b(NHy)`GoJD-z=qwk~ zgOywujYfj#PS-(l0}r~2vVBB@sw0YrtdXQ;k!74MBQkP3KbcrM7q%V&kaYDB9w`XE^yD9?^dbUn)8v`5 zwX!FK&lE8VlsdOz#-owz42=g&YKqEb$v?zTgvtnw;gwgRz^1I!(Hsdeti;{{VTr}KWb3!>7MbhJyR)KB9dRg^b2 z?V5mwC}@yNnCdGXL4yr66bqT^{ro^hhp~wk^agM3u9F7V7bQ!(4*ITooRSQ73$41#4D5!k7foQ|;mh_I zYx26l7F<>dWrA1 zGxC~@XhNvPYnrj~aw8wo{j1S==MKIJj80I32`LJ&UnC3gf0c|Hi2P{z1k!;IQ) z6t7Klv_~gm1*Ba9@!8*i|PLS7wxOk zKg|U%OU;~39aVG!pObRtomBA$JWcg4pIC0HX|O3et<=nZT}lx?{_TGjf&#SaXSQTZ z`?e>8*6GrNf*7Q*yqEj615CQ=<4S02?7F^j8CXn3L$bcr%-dRq(U$px7w7d;pfRpke#3d?1a0wZ*nWg>H(zqIjrlLu zYEfh68CRs5#Az&Nzh=7~=S~qH^xLTqv$rhfhkC^hfB~mx09&cH=FK6?;luJQ_Q3og z1-|YH%%0Inmus8S$+TgRcJzAD5Aa*`em|+RdD@N}TxR2Za?E};;IL`zJ;A?6>@}U_ zyyUh0!S8u>NU(_wmKA$X^k!DGy{d3jnW2!pVQw-hWN>)#T3e^iK~El~@^XW1R`~pg zo$7#tqwD1H@0peTs@bv~DX|;cP8IZKOX)|8Tz3P%4-8HTJB$1WwEzDB zN6-BKfD$xd+3|GLWD#M5PXGWf$z?y><<6}(SRh}|e%LWvL7u>QF;+duRHHbBY?oUX z^DX-pjfRmcPsK+EkRe3-zdxU8bU$mMNiUOG^#zdhJxJeA`;f1FMV>f^lH*7JvOFxl*Cmz>XAkyuz{~o^y?iElz7Gb9{Kg11-*Y}Y+3vnjnZhaZ6Q8n~ z8hsXDm{*w+=7V4G$(-X<`f~U>rLI~5m?z4*%pR1hziu!@GxoZLnrbtjrjD7-;%9_d z4S2ArG~GVjDw+KRbav)@Ki*-)`Pj?a1Z4a;6rcQ&RhVYHA$|(nsZAR9nJIiN#_Q)J zd;fa`=gE^XC2Q#ukB&QOm)vW5U0o3$y{#MWlo7@XZU~ehHiND4E)JkBRF3Vnb0%7`8>7d>J_JY~A8B-7w^&ioJd{^B(NTK*5D^JO~IE!6!XFEL~5 zAR}Vn-?Jx!80Ina3}+q0%`*w(tPXw&_lF7#IFE+(fu_=FDcf-1I!gfc^kN@A)0DwH zH_*YuWB)1UOfs}F2K(=)0{FWtSw_mg5_D{T?WtxHg-%uYPyTYubl2iyBu?vr)n#NA z)tYoC<==QhN!BsDl}CB8H<(tZXYQ^yZ7#h8Db&cON(N^;S8LU|4lTR<_tYOMEIshZ zySf{v2KSb~PU=&;FPpqX;DNLEnhT56G3l}=GN8B^kaw`XV?<3I$4=v}*W?tUVdyHG zHSTeG)vRI&Z7Xh_9eP)Az1MFa_1GlpPJ9P<%WiVc+5trhw50#e5Ijmz$zfBi;z4C4 zZ3mX&eylQ2;QUYFCFCgm_Pg9Ir^M!9R;t{427pKXM~Vtr!DT-(auS7~QR~He&#?NF z?ySljbjSGmRpIeOnn7S>JR2vW2qVDdD24_nYhjhYx)yF6G4n+*&-atrtVhz;nO(CV z>@E4exU1U?b0)q5D6UDkS1sG~S|CIDHUo5&27|S`C*RhR4e(_Yz-hSXP13fZw*o@S}|&i33|VJ>)D zjvE+keA5SZM8k_Uk+*aXPk%#p9%+4cgGoy4(6r}svn*{b6@SmmS67}0@#ZV4Spz$+ zTu}*5TJs2P7R5V>%c9vx03h=i01T1owt|j#kfR=yiH`~cKy*j*$@)UcT!v>K8J}oc zb{?t-1^-W)0DmT_vxltT#Z#P~e~~75D-6`g76nK_8r=dK^@hz3T^;0u`YYu&tS*E8 zQe9x6*~?IPQ6T~MI2n@Ma>!wZ3D2zSBlA2gae}r(4KqtteaqcBBPoJWGtW;-oz2Rn zo@>Rj8ksvMSl^UYmo^i%&|S#(PZRvhYrimJZ`F z?A^J0y7HFZI`P0*9Q0Pk&nz7a{SslaeYbo)0*Gz30b;A3yAWo?es*xj-;UdUWeL4D zmUqC64%^z&85AdZCwG17daAYy(954d=*2E;GmweO*AkHdDf8*Fr3SIPmmp&wfsv6< zQCJtCscv^l$~x4*%=?zGZK$O-62EUc2__;8z5MRrjG>OQxXBLVqxLBQFdNuRxHcAO zpY}kCY`qf=+ArwDcW00#<4RfCKSK*q7#iB`_uD* zZIZ|wx)X^hG0{9LWnE%fXn|@STTgOdT&UrL#dhAr<=h8r{i54j=|$EDsW}gD4ogfV z?;&Z({m}Y1yV%P(Bea-g-fA|n7Uk8L1vwR_M(unKi@N`DgQTxxA9fdG@B*1h_XM&HVqQrR4DGf`7sh`;_|f zkN+5RE0+Lc%{1PtzYJG@>fFan(Ex}&r<9$~S2*(h(%s=l;qM%&Cdkn+W5`V+dR(8| z;|r@!?unUO*0SG|1kpl|b+3UpaKZMiv@c44-1)kLXNzZbtyt;Ww{C+jRlac;!$#=JnjMMjN7ROkSMTJ{MO}CT=rbRZK#;;p5W*j)udmVt_{ZM@d{5T*VP#GxUDKBt z-pUXnh{&o8nMj*NxnFePtQEB|1n(BEEUnd^>E~pw^s$oj6Q7Ioermov>{j{vXmP?J zoLO%}`cdkkX~r`30M_5qF_<%Huid){@}FW%G#Xk1q9-eLKRvE7UN9ixdAONGYN z!0-9hDNheRQJDHM!qeL)Cx{xobv|@1$xTj3+dzf;69&w}X{Z0jkEs|(Vr1Ncs*)D3 zE7|tb5B?^ZmB5`{Ht`L|x@ZXbgE(FHY)odJJ~Nir(aE z^Q17>mh<$RkdM?ZhTd4=4F<{czB$)H6vObxD0FqG?pRd}M#$I1chtW=H>jJuQ0*4V zI0f*S=X3nw!jmfxOIE7e5rcxIAx$6_A(zT>onoqtfT2;J-(uY~K-6UW&2JBO>ZiBZ z$w&`yndyV5x04-nobjE9&mfJ&R>FxpR%G7vLSQ*2@|_?(t?kpXWd?`)c`3mr9+lmI z0I0szzd^*Ae`sd7I|mghF;0KZErByA=xalp5L%76ry2_HiA6Dv!jvl~QB4pCaa)g- z?6bPND4WXLPb%uXvJ>|c^G}JbRg$_eL2Bg7-9i7K&SFL0vin-gVl-qX) z3)#XfIRZ-BRQ@d|tXZw40v93lot(n)r*yZ#h8ETS@lT-42e6H_(||q*yvRPVCtkD) z8>GMAV79C+UXpgKFg&>*EK27?nsw580%e#pA>^w==Mc{2Q5u#l-&>y44T(lSn{?H? zdvLHetQX`0%N zrjXhP2bWcCL(zc6IfaRMY*feMT-Kfhqxr-A^k+uS1mV@f=dx{wadV;;{2R{s@o9SdULLA~J z);I@|?^7N~S!(C(jrygbAmj72baj(sg7$BOuB7t+JqpiL0dKn)yzOuaPHF$q-HbWp z*K>>%F;3y6lM*q@L7(-;)JUzhCH{700LdRye_G)3Bx~31?YnP$pp)`l}2L}%|iv-Fd9B5u0vSqw&{QJ-5fmUKNP3~uE{aM z9Ud+(XzC!30xWo+Jkua}5kxc(O8%R&JDdX0R;O{%U+>5EM*h8`!dzxL%ROpbKD9#` zIz_oHba0Ld!Qnq0q(n*S<{$@ell^y6dy_0HL4Oe^@u(1LJlyc!cd(nG5 z2kd+&#c24ui_s?gQ0vTx|CUc)GSQhrtsY@zI=(r*Y#%k+?&|hE?uA?3_CEg&>O5Y! z^}ra;a<_}LGT1Yz8^uu#2fOR60bYug+&;3!uFDz`8zjhw`W{C|$wR7`@8&)uMojO= z%k;v%$T(FgG{Q*dGJu$y^C|^_XF4e0poRM7D&*@ax6k(hLNbryp;(2DqeGhSvRoK_ z-MSUcQH?O9wohVzHR8wJa7p&Z&183rz$*^8>+gGaQt3$t}a|Y4`p&fx$2r}msonQ{_zgNY82AO!VZ8m=utQXDhq8vQpu=ryjp@^Uny2HO=GOQ5?=H0CJL*87!A}K{ zXaW+$UN_Bj;HEH34@Bn)a`?HAP#b2yK|F}zuGQ95w;{&em-1KLweIyd2UTkgZ2Jt1A6#t|T` z1ClPTdwjCv*E{EQ|GchYuR4N6SL*nquDK!G#lDoOrqY*QU2zJ z4rQK>LVsHcAqIiHdm<%pRf%`z&PIF_iVLuFo~TI5`rCv4=B!8oQ&9i{vAQt$6qXQ6 zjO9Unc5*VgATYu(j77aQsjfa{y6tyzj&F>z`)H9KgvL1S)wk%jR^X4gB-v}H&)@!s z#y79l;eK|eVW`>oE%k#tUa>+rV(a)mAdtDb_S}5c$27}BF zWU9#!W1WZTz!5IzXz>x&p9QSa6QT+eUy#b4zgul>xeg6^JF4v;J-pu}Yr20A)BpLi z%A|*wC*|h-?V<{&@g54Z3D*)#s)xL-)%MS`uCq;hwB@q~E>(ONtUWPLF&`8^QM}d? z#?n2xz-?Eq`cIz!(&t1U4sVZr&cYvgk9@`cmWdqlZu*DnptgU+=07I%8wYm+JH?;< z)4JNj?6*>wV)=_EvwklsOU;US~+WdorlFu;|8Bd{UHPA7L7-4e_9 zP~8#H<^o8uLc!BPojP$9qU+8Iwe;zIWouE?M~D15C$5ypXdP=&3*tp3GDwZk)vI9^ zsP2E@vno@Q_kTDCqb>W~LMbZDr%~)YAPZ_12Kf%lhGpv2dhE+?0Ge=Jh7YrUNS~ed zXg-!nz|D%k&2jGf1AFW=f0fStF0pL}UU0#fho|s!i*ISh>&)`(Bp7QL_-4Rk-WrF= zubn_Byh%gbu2x)sa2G@`VEpfiFan_=^|MnmbQ#$k1L=3BI@rD-fLjrBf%x2^>?{gg z7?utrtLAcnZ;=A707LiDVXJ3ArUQ8&xTlPoIB_$VWe*fWWrrgW|Hvod4#TroF#kAr z-Kbsw`z443OSy*2G>yuwJzGvkQX08?YLV*RtET+e45VEIlPfPTDdG`9wB(F4NZSh1 zr~^Gks%yp5zZIB{!nUKaYSm3{njZV;!%@9Ai?V?I3Q{_*BmLfp z8_Tw|jHz`I3G(L%;?2i?4ySmJ0_?!D9vb+%!e^??<+M zNZgly#7(=zEAh8Kyx`0e6^EB5Ah0AdoP|)|eG&}z${Rshn5g}1#6_?__P@pqk4n$W@%ZI^?FR+& zD8?X+eeII`$nm)2wUtK@Z%ETA3|+Hs7#DpO!fA@&`ZLkiS+^OyK1&wrp#aY(xSUDh z02i8j^kp1TW}(oviH9;1^u02zR!FtHsTX1iY;Rk<)2qf(yoYroG7J zLU~-yH?9R*O!9kG>)hK@MpO{&^y`x$rW!UstQO=Ad ziyFD@d3eLvdE0krnUmny^p0<#zyLeReSk?HAS3aEq~m1uiMta}khUU*-QZYI_4ysn$P z#G*_@sNuraA@HkPzKn}Wqa&a~c7=-`4a@GxeOfB+jMi!A8pZOj8%T^EW-i;^4s`Wg z!AMkK@V9)w2h_&sMEPg~1l=(mvM7|vs&HA(%nKo)sBG2rnt)InRZfVPc$jNJ1i7;P zs&mM;cCOl;N;0kGt>EKP#Xjpj9S8mDB?`hbtm7t)ezH(T8j=by>3699OTVjeh^yr` z1#7SIPHV~l)#rz%r=@EZJCQ7s$7}K;FFv{wzUx}=z`_s58Mh5kYcTr4&xc5Dy2cq{ zBIBmtSOX=K?S5DZ9eUi5H{d*wAO7fg!4skPMp6!&+<1AA#dT>s20XH3Ji({%>y_ld zqRbct#9zmTML<Q&&_N1{v#2^*vV> zF<$QTuQXc^Og-9s@V4X32QCQ>DMQmkbkxtYm|?%4DpMuxCH};xUr?@F0>GsZMeycgfF}Re10a*~ zo3lM|(E;}e4R=eg z?W7R`%yBwky0$rqso$Q|!lEDn@I?6|(3*kWdGG%d+qz9QIdoY$-T0vnSdTd>jvN9U ze#C)A8&M=5zJcM`jVOnm>?dtpv;`_7Kr-s|br4v4CFA0c()}CVJQ4&>D)S+|+-Pbh z%gV+6RGC0TQCnS4N5ZD^%tgqzBxEXav3CNU1(P|YFUtEM#H4SxHD!rE@Ni&Y1YQa! zJ*%Q5`_DWE&nA3cNI&>=SxP`7Lk10edVyhXt~`?=HuQr}?swIX*$eSs!T+fI_4=mc z;-+xNyRBW$-yY3RhXNusEL|u0Guh(XrV`wKn6f7E6Da(mSuQEo>w4ll{ih&14+?}2w>8<-b@fceA$7>9X^w{b zq@{=#??eC(#=GZP#ll7z2(P<|OYbK=_<(m+3lf91HElEOUy51R(B;O?Ir;=3&TFkcK(Me1cHt2_UjIY2DaDcj~F8 z>+mwoBb_Fr&&_FlHup)(7U6TTMd}DGM{o7MZQ(hf!;3^m!&EM*nR6g)?ppBq4mTHv zP#_lUwEml6Fy&Gvfr_; z{YzG67sQ1Yd}nfMK1Y|}m5?a*=8CsSLLEQNQ*lx6S^N17X6&&-CD-8`?OR2b^`8~> zCTl=n?(w1!?CWp8eu>v#SW0ne`cqKulZus`!=^PSOIO3CWmy)J$e}Tcb_^g%uTjPj z_sI}<(FI<#4`gx>{;ZX3eL02M!(@dp-L(0N_WeuMGj4|fxD=$X!}f83p$FUOL9jQ) zKQ@QC8yisXaF2COd;&S(j-f*6K{^a)HOLfqU{y3GcmUSUeDHzdC#zrC@URSo&_QeC zIfz$!!x;umqC=VEpDBp^<$H)c7mx$KUmpR!L#H9WYGC0yXg!psP!Fu;XMbS3f|C&K0Ox)hpXF{5*NphSsx?avn8!D|^qE8nSxoT zr8;13tEZm;&iMR(>pwIVO2g!(SKnJZQ?e8}-lMHEq$5pE&?v}3%vLPcU9Z%QyoKB- z>ee-n3_Ev$M2P$zcgy!~2*3|tc;P4#E2P!Z0!|U-LU*vYeE<6o@bmuxV6dM6K%}u! zHsj{2yDOs|6ZsMG(1Yv}U&!XpWrC%N@4Mz8(pn`9DNGJ+vSFDnirZtBJKcZVlpBzM z8-L+^?*$_J%7h&4FZvUi*I=p6<>=g{S3Ps&L2%n`sPf1_MWs%^~bjEYch7x?Piv2x0vz?4kcTW!VhCcZ|CBs z{3pDR(o(2f>cnPl(8lnH%jjNqO9>7Lu#e#L1*NnMfR> z(kvV2ss+L)Rg#UE@>tA`4>>DQ7cCM~Ekk!#V9 zWEA&8)VDb~WIgKE*g<3lyEdcNzS1r#JM_z!u*>7^=elr>ZRU6!FK|SkiM8E(lRS z++dsD9`I(I0WOh=9nxP=6>|S*tAR_-b+Tp{>cll~O*8DvXJ&0&fYS=vY37gF?m?X? z0=8l6*}hGeN?ViXu*7gU2qRGly?sKdi1)jGW5R@8->#x&XOXS+PWUa9HY{AC2{qZ# zA(T69k1|&Xrv4=0T#%)4yXBkA9y}Uc0Dyy->;B$r|-iW31`MS%t1mp21St2X? zF{P_l7r!8YQ3p;JS?kg9&=lE)H-RYb1jdz|D-fwYU5H@!BI^Q~8+Btm8mKk`vp64> zzX^e#nTg!7UxE!Q5I{uVCh_)mP#6Mut#DwRmejSDEfug4^txmgMs3Hy=W^vKD)J$a z8JLgoo%XqyNufidfIpFuWoOG8MaN6G08^}ZcwLHmOD21bGULG)`=Oh<@Wn*3|HyL% zw04nQ+1YaQJi&@3-=lM!OE2G*)Y&Nj?|SiPryg;0g=>y8aJ!bfphkuh4L<;&G*5elHQDd(5b&0Hsru4dHf_->Uj|U|w%^esJkPHt6>MnhvS~A$! zLShy@DATH4bx}@##7``;l*gm|@l5wMOYFGt#GxfJ>#MW}V*jI~A7@MdKZu|f2(U+E zN7~^-Vb1(TZlOH~V9r5HfFm62N1kvwRPYuLk+@i#SpW>usvmHy(1`^D8C%L5X~$L@ zrx+KqGAYzL&6t^&fkGijqbCZ~k~lB_-!|hCCR2-l-WXj5*4Rtw9WmbFFV2?wzxGp> zegh*aiB(mTW;roB0-H}3viX3e^@Y6T5WQzOfqqsO(M&;|5<8(hqwsp7bN}n4RA8ww z6-*qN#DW~bu1p2ne@&l( zU$1JiWPcHYI5`Dd<4PEzUXXtrU1(bHxE0^t17I??uK$QMC%l=-3! zw81|naZX}dEI_%^zp=f8g8~Jb8F&%bfg0+0vS&mRf(g0}S%2L!8<-R+$v$-Cv*n58 zcV_)F(`+4dI65VA*kjh{#g{i|qs7?e8>B zRyoO?plZG?ddic8gnt6Rh*p#vQw(LZ2Et#X?+7Ip>B8yPO2C6eFT< z3A&B-mCOfCaM(*GD`sUg+}nRfn>?8AJVU@eo}{($jUIrWr1!SN6UeK6*EG|AK{8jz zuWCr`Z-1Dl<_6eI5CeDKu55&Rla4gah$zT1{mqnB#w`JDlN^m8;meONQlPqdVYsKy~AyfCo_n1pu`NSLTR}#UWXtoW~D+Nh?rkfDMX(=i2kLA`1|17 zrt=?YRHks-ryiB4AML*3l?w2gv0-JyI&%|D1wVYj*@EMnB&J#XldHB zZmEVaaR#`OfTyJ`C}e_F&fF1v3&8u4#}{~z;s^57fpccfB8P|Sw#RnOqL7G8V=~_3 z^*qLj$knS~L_@n|)`sq${g!H+tt1;Gfy91S_-M~{h6j%tU_6_Jb4G=Q1><*pL-wShZMiw?ag{L^; zFW&;0I7+5%-1rwDCF6R?9#8wFAo&p7Eci*f_;9{02qo$iDgA3E0Z8q;^fN!U@{ zcl5N!7c%#oi*G^B(g%+Pm*0?)a;mNQZdSO;AruiVcbl7Pp&?xJOk<$=Ua!5C@D%cj zm_lkmL`GacFgo2H@T9xBT>Qx4Q*hU9!B{fkZrKqtxqO+?mn7r#4A?g}4QAoH3i&b$ zwk2JRH~!IaJJ*n3cQ$wH%#B%{7v6lFPVgwJm(@9^@Tn!FlEB%9qg<1BA3Vn!r!`$a z`bfmNM)n_Oqp>8)r({}Oys`P7&f+hfjcn%{FFH7VlvQ-T^Bpiw8z4< z|HgdBv)edW*j;%Vl$bKvY4S}mJ+cX?%H=Vzz4pv1ntLhINs$6*iDzazO)63#+`*8_ zJk|k>L0WFlt$)KLs1KyZe)onHY9YYLq;TP<6tQeZ;mwkn@|J^1qY+0HmVj9sbh{lXXO z5S{?PM%BD><_i%G{KmBcd84XF$nSxBSeVU!BO!Rq3@kuXfdY9FF>KVsfJgG{>gOHT z@X5DIrZfPu8#}ph$St&8kGVINSlx;fzFWA8-~S2{&RZ6nRpU-p6vOoF-%rX_E<21K{yd(ycigGXTX^)O#x0Xl?wfb zU1B5#kVQd|r2g}ABk;trqUnF$@0EZT=l5vU_}D8rfm4=-{p^Sfu_L_i%dU7XV?W8q z`$povNw9X)VBs;~Ez$h#AahvnpSPX*7x5L86|FJ@uS)Rbv)@I8e*!QnzT58b?ZF?o z=^{D>sz@%&Wqwo5+&$%~!EL&G!<#@H@^vWdnXYH8Aa4156sIyixkh?YW3`Ll6&7H} zC}V^o(c)UYFdXU{%8aYHfh&m*j)H&+XxQ#GZ4r27Ocs2z8t2S~QVx=w#pX6|kMHQt zu888fULKfE7L3@a+rs=NA0_V8yjtDy{*EM4IJS|jib*jbFm}-xu|EOFfI`IH?pTS~ zP#q(k#ly1>OmB5K?7FOOpT~3kWlwnSCu@v|Q^aB_lrJa6VIMC9Mf8?@l%(^SRUDkk zh3lA_#aAfHBt4|I^}>XgB+gsVZQgb=umNa&CBiFcEs?&Cf{nVXJLMWDUicxyJ(>XT z-;^&$nZWjmVqc7uHDz9`gLX`v;<4HA!-Kf{wRDR~!|fe?FyUPIwL(x4UGDB$_1=KR zWB0`XwHY(K)*`yU94Rt>_n;t^4>NDEQ&JYEA|Wg*l-Z-RP!)@~-tBBb~S`s*-r2Z`R~s<)l|-+-&t?7*hip*oeTBRK2*Yv1_>X zLt&c76dn^qyfZuF`gz1werer5B#SzF%q$ghQb}SCKYWAUcwF99_)uJ!J;pvF1(}tJ zi+`X{8mD3|+Luoj>4ZFMF|D>94NYAgBN^HsfrIRCSN_myX@a*WpSDZOad}D1@`2s; zCpW-nlfzDPckfb{70bpWMIUA%c;2AXoy(tX)tob!t@f4YIgUsGu6|c~f0CQ=d{bBE zNU7+VXbzUP^fgQ5c-PWrr~HTG>LAjJ^d_!1$&GAAaR{$9%yilBWb6i6T!V8SIva^$ zw|OnuHdZ)g4qm))y^+AH=7UgmI@Ir?qt6c<6XaL2qOUBNKuO+Wy}QFU$3zzU6DBwf zw0wQW?M-Z!3UDnLA;z-UC#)Djt$GW?6&lk!^G!N#L0uv3MgoT}$!0@X-u%;9?Cp?< zD{k`pOcQagzZlS(O2;sU9@2^dyMw1Tqm2%BfNdBFowB_;WqfDc8TLald&t8c;b$; zFbKS2RA-BB;bk2cLQ&WVJEcL+OGZ!!_r9GM)4={+-LOL=<^(+-x+#AIh1D$vDIjwL zJsgepYjl-o&?0>s9l%dLtq6WS(FAn^dB^Z z*T5&0+uvI1FG1LEs!Bx>-VBWK>CAG-eBEM9Ad?P6Gp70Of*T?IrVcA(TOp_@xHxh} zaBEd&qR(K|laJ~s4UAhLtHTqha>2j|+~ujZ%nHuoD}Zwv+HujEV{1*oci#F@4>GcM zR`X%~cVIjx4LLz#2VliGLAs}7^J3aA9prXwh5L}W3CVO(3!fmMC!S;r!QP~{_DzQ| z2K#M>JvVQucGd2LbOI`y0j2UDy1QX9yW6iM@KYVSKg9C7bwGxR^7z;q4idX`1BHCL zz+pVpdiLCX*u4}Sa7%2{yX;484z>FD6QkT=W=?o;%ut=WLdfg_mr^dqivv`Z9?`TL*4 znXYenI{DSM;zBU{@grs(n`orpwb2hK5ay^Fw?fACGe+rB&JY=x)1RS6x|Cf>m<#=k zXB8uTF3mAAgHm%9@JYJ=QAfy(!9YCMN2K+fu+qQ_1d#!F8!K`Y<}w3)<;ME1CRI2o z&b?!T2>4$i`WgM|C`Tat6V|w+ShbU@G7V^8Y4r67`!)VY?1Y#*&O}xXqXsNncE5`j z-mTh$jEnCaBPo@?mjGT75SLNgtun60)f1aGHEtZRE)P*($!dg?_kp|xBvotMY#*YT zkiLTXnmeTX+)w~zK(5BX2Xd@BgANk!_#)Kidq{z;9{Zg75sh##yI7Y8sv|_k%qDi^ ziVYMsM257rp34iEg`uW8&<=f<=34iY`J3QANIsMVm-rwfNEttYdf|UXE4%#X8q!Fq z+y7VKYMu04_I}I5gjS8E=9p8xsf#xUili4aLHY+SR^3dfTS#c)eA?@xnmK>VxA%?# zGykmI+}!>_52=tdb}rj&=_jje@!F5{0Ai0=F3u< z-_Yt~TV7A3tZ+UlpPmt01;vkFxj`oB&!ih73s& z3w|29-nMXLgUP0Ig|(28-{BYs_m z!Li&>kgZ2hcL9!EroAaAPH^4uP0!^=Z7PCkuQuK_R8P`&Hyf3%*xXZ3hNfn~Hp6!5 zldm(RZ26qd?n3hg+^1^>_(xi|0ENLPp@|!VPWiYd_${KYZK?}55|g0t;1b1g4ro!|Fe6Yxl@yMOOW0H3E6 z6PTGl%v+`JX6Yy}gg%`i2!FgMtgtlm=X@%|0_xorG$JEqn|`vHJVGBzn5IE-k!@f~ zIB}N`rKi5ZXevW+-glufya{tp&(B}r2(?Ts?}P#k2Ikx#EB^*B0?FxYPqU2DGce&c z2DfgBW>i&!oSzvd|AtT(67p;h*AKILgbwQkACKr21Hc8G^n)}q9~c62-G}*MoXKzK zq@Mu>T621G#zrDu@}%LWhB7W2=$20~0F#il?)d7i#y1H`riqehOQ#8}z4O*eUoL>J zgc9%2wVvvk-uZaXZ0vXl%8b*n*A+~R09L081!9fXfcNFY{PaqF?#h0Fyezii6&q@r zhpB+?+vNVv@d&ulTXlomP9D>*Ez8h^L&owCXAGn?kwWx{#x4756JWKTIYN{gHDQ>b zbGBF4RG;As26!B|9e9aS z$a^4?scCu=FuiN1vQ7ZrN-V2Ce3I22stfSe2WNXYr|=tj;j;>4tWRp-mBQJ>20Fef`>JVAiyM1E+61$RLA4y{rOx&k5#C zs@JSJP&cdKU>2yYZ6)AqCX!*C@$#8Ig2+Nzdo~$%6STdKP{X%ZfalDcm4(cI8_%`$ zvdY3Nk5xm28!qQ@6_*E1&zrZUN1raftloA$Cwu*%_2juG@mcOo7<8^lOQTwt$#0oO zIQW^Ay5Ct8ndIeDpt+hYz)A7!68-Rh3``^b&)hdDVaqiZxci7Uc}iD3+iqj-)uqsZ zSPOTq_I4WsC^`;rQj_L$+iu%p+X1Jb9LgF`<;KZjBn+Glw7MqvKfF_;WrVcC|AQFxe-OXx8Gt$WEN#vO z!!q_Orz1|$NxB?r#eSS4+t^p(VB^l}q>NX2cZ5p>6yrCBrUp(;A;iH+RDRQn#%t|n zd)XJ?^L~35KmHf(_>S-NF8&*jqeVMB!$20BmU}|B_b$hja09~2*J?ax&EeNxu;Y}F zN&h0?qi@Loa&R*36>6&&!PQdI%3L2vc!c!&|_N7&IftZM!vT- zB&caG%raMPqytsZNm0VF)Z_x5&esEbQI8D3w!14|ylwO;nO5d5t`=Xr_(+%{-UQ!~ z#FWrbn^eiFz6e}*(++pb(hGwaze{FssoH)qIFetfBzN?FurXtAwRl+VY|y>AvPcnI zX=_^4RcaeK$NSg}%9EVw^EpjYzW@c=K?de&sz{x?S(`3L6{=MMgt}V>oTki}X&IIL zt1B0kZ3U5WZ>dvJo=m3^*Bt5aQnXCXaB3vM+l$;~MHVipxRkf%L)xX41?(YWM;Qj6 zlI8X=&Cm>+x5$1MDG|n_C&7)B=)Wv&=zr48&=KtcAjS_RlK#x~*dno0{|WOzO31K5 zl>vnHB#;w@)&wCB$&=J(u@w+J7c;ByoG=3kuEVSCAXjU$IJSwJ;ET|8@&?yVJ`#&6 z|AhDtRVhas%J7<)Q)QN>XntLm0i_H8(=@*s3cF+NxW-)V``fuFMs_6+g0+nV$j0X} z-I220$?_h2oY{djEnZF;ju9a2uDp>qm`C*m<=uA=?UlM4?xzR+q!ZkZUQ42~YH?u= z`232M#IdArv(Z-7`gC{4qZV6*f8csT0Me<`|XC}ZV!S;`o~ zCe0TQe%Lz?r{kQmGxNuy7u~=ahS02kQl1R@=MF{P=}#%v);KFgTK{Di8V&d|=Z_o# zRRD=;?|c(eE_BZ!)pwQCRBy{y8Z0T1mDq9N#%yb8hmf!`GU>Ww2B> z-AX`kuC@E>kf{d0;ry4^R}8H{!DEg{>N4;uf(n;(Pf#0weyXq1suutGqcCdj82X2=>h5$;OuZqDDKZOTnifcVc-gSB%P?>`6Qg*Q@ z7?AX&`J)ePpojtz+JF1zkQk_fi*)ekn^-Hp8)6GF=wZ<}J_KHArCfh{Iw%dgmoNxL z`gK7;J)D@M7oBzIQ6*FU&B2VqB2Y#VN!3bb!+}DD=(l%|tx4(Fas*i0LIn&ZG3BW`-=(Dt^@boe8$Z8hkFr^0Xa+wjX*0Y9O4XEQ*%E&tSFr<^QAW z$^)V5-hWw>Wt6g{3@MWqOW8suuS&{NsFdtd6l2ReW{5~gB1@L3Y*{L;WE*AQD_M#$ zLS!9dVrIe_1+cG4(=&@G? zr|(p71}6ze#4i5yEHB-aegovTsMlMD0muThE;ZhQIt%b@I=&HKcBB6ca)D^ zZ3n;{VS^9|1-czSd*AQ9NnRKo?H=^Lbhg2c$Chx38C2O2G^&(=FbZBxud{ z_d{ckgX$gJdk#9xyx7&pUnvovU2sbFXwU~wM(Tx1o9WSr)72&rOf+FdL#ya~JhS>| zaxDNgI+^L33@Rc~1G%qFpzMn3fNr;<62T+PU@J^ZU;Bc80H`r-ehPVH>N~*?x4A9j z%2$FEt=>r#ENSo&2trr{a(jh*S@g%?nlGezVdl@zd>{aU{gOOi+akp)_uI1;^^7<{ zsbcV8b*iB?(I6UhLC6i>nog?dYO{s71-VFTDW@xOQ!Hl5E?FtB@&)V28J$oPMiE-vbg;F3tI|uK4!rj|51cDzrO2 zi2mrlO$%@WEDQ9Z*UExq-XFuM`9Ep|mH>bXvHRUmTiEqY=F>l)(!ZO1f?d_FOM&wQ z&@nLkaf*NJS_5u3LaM)roIze)VcA#I5o!HCui5zQd-b?KZ;l&a?G)91#e{=(fAV{> zVB)<9WhCG1;zQ+_iQZ<~4UtlZ^KwLzs4%l-GB#-mFEs%CW&A$i+5Y9q-AdEODgJF; z-Aa?fb!L}haZ}XLd>#-g1z3i#4FLGTGEeHh>bk*{uHXn_BNsO^Kh_&Mw!zkel|O0E zf*@S!HTycq*4+U*PJgh$>L{V{9K_;x*k7U;#6tN;qqqhlVg(VVBa2^QVhhO#%=gnCG+y~=lG`BB&9;}5{>79?8asJgzo|lod zrJHhmshy8j+hornC|u#zHfEt~9~~oC(gv0Vrc_AsLH$4PZ$Mu8p-~FqUYf#}!5*%p zTkTXmdkmeXbsg$lnqOqyOLLH~C1e5rK4TvI2jqjhLIyQ}4X;;jg1Q6ks-RwH5h`TtL5 zg)8Qw`M{al4I@K`=NQz)SHd7BM_-Bdhk0|@>H+IP)v!*5F*r&&3=$`XGO3o9K2d?MOLXjf2n5X*UuA? zO)8F#qRCn%+4s^AGl*5HsvffMRaW6=2jJYr@S8Wc*J3%++^(1%_d-Aa6|h*=_XH4xPZ$lS$jgl;p z4{eTx+01?r)WO?StqU)!N{b;#P#;rvRMqhm?og#XaQvvU=gEyPho*wSV+h4lrg@Rj zZ(CvWEz^>@nC86ehl)xCo4%G;*-~WvGVoA@Q2gh9y4F7~=fz+>8@0mZAjtrRq zHE>I0U#~+|?P)!rAH66Ds(Y?5O?CgW5ZwX07ElkI{1y9RB6%|ngj+*3`sarZ{401N zsn-xPIT@@Hw#lvBn}n={J;9Og*~Qcr9)<>H_j@wbum1_@lDY0*aj!XbdB?Xdw2FhE z&CF5<^ZSm zmTp@pv2!&?zuHplvJR?B@~qHp!dQtJ9KiA34wJ&)2^n}LhbcwhZTSLZ3a zQq?(U1Gj_=4VNzgcMHe10i}^frz|1K^#!7`u9_eb6YcBzj!^ipGU(vVg$jOvmyRli zyb&uzi6}$uLQ!1dB~T-+FW=1c3?w-G;12*YB_At|qo-?vdJdf_kTYU1x9uI_8@B3{ z-6gr)^u&uWZFR;0;BqXQWb_8;pP&Bvbz394<5Fd;f=l5kNVpad{sIVZU!0Totk-2) zm^${9f}Sn)o!6>h`)>M}5F61A+iI^V8oh=XdXAJFFgQOw8t^!derE~0$;b`$5IA0l z$n%4Kpjf7DEV!R>@2)s1)^No)o|UDx;Amqi*&XX{gF|PwDE6f?4L<#>AYS{k=3xMf z9&?>$bU<<;MifF&f)AmjFs)vR9{@D%Y8~SEnNGQzY&eH|Nd3<1u>!RH^6+34pAkelE`1~vHA{!_41@;?O%A+OnC z1;m$-%=DpE=q6}@bIN46NK%hi+lc$8SCO0VZ0g{WZb?fH0J+Ik(A&6Dul|$4y?zox zn=Z00?H_@~Z3jjy(~`k&5DfKGUo_!yc02mVY562`? z0b_JgS$hqK-$o<9gO$siT?<*v1wKMbXqC-Fah??9?Y1za<8%*kYN72^b$;r7l{||G{C@wm3$Eyd|H6zq<4JM#{X!o9zM?Qdh$-u0el*Vb4jchZ2 zAJ%*#%>)vO*OIFS(Ni!FKkx698YB&DYi{J$OwNFA#G>t(VILepY0vAMnP}o!hrax= z$NV4})%qu5A&Mfrff#3}xt-rax3!v?039)(q8bp)G(lvLklzC*P?G73jVizg-9=#` z2HbZ6XUkbC2KwH(`j-HSR0j^^sz>)#6j9}rr5XuD@1cJS! zU6fxvwKiCEx=ZpWMN^ngT^GQ{(LBsgwrz zoh$VRb=Do&p(W7mY+8BC_YLFS&;iB>?5)4`esYj!HzDN42z(JQHV80{$ZyuXIA%l_ z5g_ZQp925nD6jJ%{n32P54RDbB?t2ZP#|~#G;Qz-_=8`WB2+xc#<6=aCvNT zPoVGu@csq2Eo=c4hWx;xv1WS#8OC7c0N-;IT~Q67`I1{e5lLbsfb}0iETGi!yFw)M zz-1)~+Sv}(qhnLw<><7xRPTuh+T`m?IAMhcQPWBJM8S%^7`svdDsV5z=Q*Hx&rl z256*h>J`iR?f)n8Is;b%Iw1E>!5W7%LC64K5sTfEvZMf>s5)dGThTJ8&0HA+Iv|fs zu5Bd)BI5qGU!;r$K5z&6pslj7FL^*;E-2kQX&f;6$p685aO;4dU5fwrx0B_n3b-Y9 zv^%lXA`=j?RhC>3FM_7cF9U@MV53kZYN5G=Sceb<-e;-mpPEdT^eOn8TN^7ae&kik z^CHFNdTYMlNd&iE1)zBPPiqK5bC9)^tNfyo`pj^r!9rpN1`jBch$|-rp(&_X7`Q;* zLojIGx@ibrZF}~qQclhkwL}=qO|Pn}>0ZkbI54qH-vW`r;$8+6?t}I6gE^;gyX5v~ zIPmw_-H*tIx8*lhe;0(NxC=lX`AOwEniKeTL3WUSmC4IBG_M(w=sS>Pg9Lv!WQGHY zAH@Z90y{vZJ0D^d0AqpYkZa2DFa5xOZG30K50z|hhsFum-VkNU^zJs`jf#?AS#O2s@qxRNI2Co2r#@@zYeL43EHFIOFLO5 z?}p8#aLb^2bv&EBMWfz3umCdS^>VO;%H#)cg%|5R)_{z!3SSGeAGu06#ADYlFWA3O zx$_-9!#oYO&S*!U3o!h?W`q7O+8!X6Q%1?%&Pi@I)|Lzan-|Pyw9vdWS_S|Cy&CBT z;B#T(E8(0NS|SK^X#1!2=v?^DkG0n!uV&Y?vL7K;@lZv25cRMR$a!}pV3g#{6fTQl z_>O%aO}q)!iF^4Tuky3f?*4Fs9{CpyB`x4t*fD$SjMn~0-ZSTEnmg{&19kCPkMm_k zBA9#B^6F=iDH7{ABb=;#o1o8w`8xDLzOQ;P38Wbfb9g;iWt=4CZyX0tR+~^b_6_^( zCZu^2*3x_(vtdOd5&GM+*3n?7XK*==h78B#u;Cai`sjD>o9shS3*v7{{G@GA$fb)| zS}l2l_{CR;Fd7M#ZP<)7=c-X8IY5!^`50fG5kw!>paF>(LnxK2`}@)ClPPgPOF$@=JdO zS^Bb2{=LE3%)Z|#hX5*maFd4~?)T5a-zhGKR}=NoAsl$}YWn@V?3cgLS$}_9e4E$Q z{e^}Q_)bty%D+9>Q->uBxta4293Vux1X{KMtq?XqRyN!Be7DL7`2xTL$mPVDAAaE? zB@z(zqYL?sM_2b(!#xNE03ZdQ>pe6H#ddXLF9C|+9WKHAaJiM;!a@KDpTa{b${>+i z!(t@>Nbo#w4J_~t010B~9+l^+!sozvvCk4fY2Is)^ntR%gyAP8&;rcGn2*8A((*7_ zO|oN38$DhR13ArbfR>i#$zDsULpF(DJBrqM2etzR!FFIY_%a>p;O5dnRHAoak)WUj zl6;RD(egLHMzZ!A!f8?+S3FknkS zNX6m9ot9ZE5sKnq52~AB=TX_X5|P}@c}wheFN}#z?#XT{f{-AB>g*wi^^YJ=B4>9q z{AJ|s!qCJq*kyfoISn&0e-wZyklrM4bVwr1w$Pzc78D;Ai4dqh4ypvm4>wqhGCrIS z1Pf=Ze0BqNoYw5x^L&LDr0y$tyBf^E>sNf9;%Mnuhfi^jw)T0G|BSM9yN(Y%*Hwt& z7zVY@pgmYg-LQ27bb*2Tg?f5J#4YX{i&uQsjTk0Lfye>J=j!*jSngU9l!FI{HeAF4#)MTsR6xQTwoc$Egu6zhEV*^knd?>o*~49neQ;TFuEJrXboK1dMbdN2R)6<}go`IyO)g);D9K-nxY{K8xC z9mOoTaRfv%|K(Bu@HMX3isPB9%2bIjEP~%>tf@v#Uu<`Ehxyx=ny~*A9LdMB7kP*@Ni|@dNKmPEkgEml_ zsdVZ-kIF=Unb)8yv3V5Mf|{f<24Gt4u`_@>ul?D-3JktnX#o|553BD7+_>KdL5+!u ztO52B0-`ehQqKVu#4=!xRdE5uO4?(cK0Ga897~J14%uCH`D{df|f32JMAN0EKx3^1cN;U(R5UMYfgq!<} z7d#gWO5owOtps+$LtVhi_CVixP|A+9cCOl96!hY(a_HrShf_5L;3 z7C)WKq(K_Ev{rL-TR{W@lm5pI3fGZhCU;`MuCi&!A+VNi_8m%P%USZX5B((|<(GfE zM}%dq?qy@Yx!KE-sjbxdJje#5>V?JcG7E|Swo`_$PIfZ?HaW$eJSwBOWKxU?ssOB< z?NlioQ1%M7qCaKD==5m6wd?3Y15%09&DDXo zxAvQZJdpaOE{FL}pC%R+{)QF^xhZ&1}b6G>|8~#*Fmu08fRuP)nZ=ixaE8 zvzs>wpZ1HL&>W*91D~gM`kt-D9yU|h9HiO8<<6^&_F$IHMASxKPqAo>o< zb(Bco*ISW}MRmNqK<1yYXo{hA&6)%+`rc!nWd5i^E-?Jez%_%6vFBp+>&&p@+p*4r zUOw;!STYqc(em^8i}>zI{+)OpQfs(ciFxxu`IabkHYKyZKCAQc(2Kr^#0Ls&)6r%j zhttxVXm>=&nn{WClI0~gM{-^7Am32F6Gj8xiJ?gE%C2B)HFhmx@7wGNt2#~`^*2*7d*=({H4 zybF^a5A*nR2NFxFW46*BE5&aB`qXn8@QAU*nxfOt zc5;k}Pcu1!a6l=Z(Zp0Rs*VK@0MvsTg~>dvg6xTp`eN4rKX?qlSG+{%!Di=s6<3 zrBLM6`Y~k!^b`4zL_L`~5cO9|ZB_o?pYmC?Hz0wd`*=S^6dGr8ua_S**dDaAg zko>c*r>c_>@@W7J)FvE}W8lR#fz(Fx9-W$+@H*mjtk$Y2M#2KC9XKPTNCq4YJu?u; z9rVk17$T<@#btoEG5nmV;amoGQ9Mj40C{a~Fg85V65UsK2Wkunfw|DJFnRol$8cn_ zb6=0ic+6vRw;dQAA_U{m%nV3S;}-MicK zK`cdo9}GI0HzF0EV#z3gL{GsC!$ff%k-{6q4`rIJr|T%u?3Fms}pr{`5O z>}H>jM=}si<)5qzLqqF5RwS+oeBHoXmKj1-^8?M~FvZ%cU1gcm;qEA#rNL~sg&2a6 zqb4e>vRu2g02v`#lc2V)s>ortmzRwh*4MM4kajuUqv8q*YHe@8YYEL3Jn|ZlJ>P@V z!5E~#!2vDz=R`}UES9rrDkmMam;Aej%BIWjPb_ieM&_*2)jw#**swOZpf8u@8t%37GHpsXTS}pIZC5%PXo;Z z)bFzAi7A~D#N$FyOs~V)4JqPuJ-4G$S`01vn-#x?_RFDl_d5yY0Vc?cgd5nBfI#(6 zvF0u0C;j0*4kI%^j|ooDE^i#ZPL&HNmp0#CN<7U9oik{dm#i1+UZFlCCz@5-iXe2= zCJSSlkdgj?#^14vc#ie)bl~Zqd^~36?q$b=50l8U`AE*SJb1ddtBBZB@yYb^&&d_1QG{!)oKg zL;CGU5gMx!e9I2v&m2mg@Y2j$=(sR!k^9)`8$4PlY=g8tWiKJ2Ek?B_^uZ?RB*)|O zBBk*6w2(S)Q=ZKNeK1?}5yyq(@TiETdPxTuILMLk2GhMlgvp{6p(7VJoRqdf-XJHm zpHx~e#5)snpjJ*T%H-&$x)rCmmx3boQRdvsqP1M%{JYkKk0Ab~p8ZewwSVAiI$aJk zb{cT0wP+{m#Q&3>^&fS#5X+T?m_ZIj{f{C@|C&Sr2T@?|UkjJQ!GV-9;e60Ih%b;} zaNW#S#^E^lFfuqLTp`12-(39Sw23CZ0hW#A69Jh6NG0rMq(56+O}?zuK7(n({7g5h z3kS&yZi@)A(Ijj=FHigQlSW+QDnm78y08@oxGmQ6@{+1Uu0vG602OGg+~BeZ_K|2T zlafhEtR&LkfL}xe@ZkT4C-mdE#b`_y73?fsq2A_pa80Q)Hf8U^{6=q-mbMAN+b}OO z&j3^E>RyL7a~WV-h>*sGx8XD9^{`i!aI z=;-*}_8QkfD@dsJ>x?;6?@Hz?&U1+$^Jj$O=TWubH}BwlUlRP<;etxrADrmA_j(r= zSqg*$b66wCLA(9*$+h3ID!Y(bUkP8?+I;T`ga?U*vc*;TEYyY@RXxTAH&t)Ur!M0a z%I03Aq2YO}9fiERI3lYY21{zU#>WC~O?$a>WO;BQ>HjRcq;NSFied~;U>e+Lom|m? zFmAkO#qL`sy@Wv&Pmj5N1%2l&;pwVv`j^3kYsyg^;#yaNlw~$D$xVVPo0~jTaJWw? zb56DE0<2g9&$mt=1z+D|U^<$4`zMMV4}GS=jIv{Wd=z;o7U_Ct!)yUY?_G|XTn@de z38`|hck6bS+dputbQDXFE27;@>b|eA6U@M3f-d!g7ztt#33j>gf$2@7qE|mXiFa0| zZ2KuKJFL~rG#eYEZz#u}l2(Lm$UG=Nn_J|yM{{$NED@(*g_D$Bd;1MfYG$bY<)&&KbPJHh931Tbf-KA2Mn7GVp+EymE#IHfW5QGI)oSLVmKY zivElF?f%EZSI~RvJSqdK&a~NQt4>;-@>ei@DR-i$$K(_>n(4nV+)<;^PEcKZah)QY z;qmxs!BeARoxIA(bhpZ{*QnVKi=`E|Hd=$Crq=Nq0VfaTEYpC_Jg3C1KyF1?cFUVHx)i1y`M&=20piP|JAGxC*R&Tk2yp#{2}%$@Dk#+ zTQS18)RH%ir~2R*YxU0f{Iis~lMqCNU|s%Y+m*Xd;zu5u6yH@YP`!}e=>MJHV^v_7 z$B9^%J%&10x~84)en?Z^f1q1a9h{%hlN`9@E10YQ+9%lW0!G-*RDH(G!r=bueaJa> z=JYbmZIYw#yC; z{#Ir-r4PEye|SNaCwG2pI|UWs|9h$vPtN9T+jZ!u%VgEVl&m*mNE$SG3Mum%5;)zkIoE(3lNgy=-+Z=LKu73SLGsB@sCy6KkQ|5z&8k zw^hwO4_~%AS$hNJH3m$+3)pXqe0}=GUN7HbW z3)*4(NTt_zew^tNQh$U@jylN?D9pVeiXpL4(nj!--V91+@gDx?8bd-J6GYhYYck%M z9Z?LVTpaf@gW|CHCOpsx{$dk$)h z6jd-R*G-}KZqXRolwZ}j^Ms(m&hMzB@cgR$fB1OdNo9d-CBlKN65_Nwc~$F`O%DIL zRd`AK=!oLxNr61RxzDPR=aWPD40h5zkDfAzu_|gFr7JFM61vfDut!~6WuNxSVbpp{!={;UeqyANJv& z@)+x3_)C;dMiw^E-|3=-bev4kKSCj#`xn{LK^T$kNI$GlGO`uU+sug=K zQKEKK1SqTt$<(&LmfqoqkoU5AzSi7hPooky20APn&%-9Xw!zWc-hrG``dH^!y_qPM zd43-60y>*BSEN2HN7ESRtd<4Q{^cpqQOir1 zdQU|lu>-DGM(zo}xcO-cOVgkVYKzn7bRQlCgy~2SAevznP98@igR!#=xUe|AcA?&o z>36X9I~6G@zqn7$)IPm+C6_vNE~u_S%VE!gH@w%B}3CpJ;|5$LVKmS!VEELey)(A2SwXujA?#L?nt&B_tI{vl|CR(SHK zqi8Jjax$GCAlcyzGqkDnKCndL*yv$9EJmCHc?Qgm;NMW1|L~?g!mvv_9$q zSgdF-&5Z`IX^iC1t8Ar+-k}8cs{nR-t)Vgc@|hQ4B3Vi>VgLT%bTa_VY1T7`l9^;d zec0&OO%Y(*yIPG_c#rHSCgpye*L1(<0DTO0QsS;v1fUE}W~$djNRe5}5l5W9ywrOI z^a}`#_Jn^RGu})I&MN_0aFjhU5`6K)uu60=X(*Dl`8Nm=eA(dOP+M$N_>-V!;T^Bj z@r3U)iJgS|Y5{?nf7ni}O|%p>EyscUD%eb7U18L#^{OCk+Xl;LusdEfXz#p1DUt`b zxk*4@Y-+xK#bpd8YL2dk!7%acUm*u}+$r~` zI-75zE%y}d)8IJ%#>!bH@scJ6_s>y z`NAm>-Up9>_fjXVDT<*i^{aOdV)suN7Q%|@yRrJu9BGGq!p=O>#XdmFy*2m^n^xOz z_U`Axek@w31xb$(DX4tnoQkaF8@EF5GhNd8xgV>qV}Sfkd!W%9z3UB={P@;Gq z{hj{_oZA8vH_}Px+y(@;o4#}E+K;V%CeJyXUVMp=lrdPy|hzf|^nxPf0A2-UQ!xOQ?PXpYCrqq;t+{n@$E~#Jo}n z-R#X|^U1z;tz9?#!LFdSocG=s;m>lJ-ui04D$`_?;C7^eR|RqC#y4Y#a8E6^*=eQ_>)Y~+?NXyva8f_wWl5K%(==MI|H?(p7D`uGJ} zXS=7llM(Bi6BA{X#B?;OHX-w?l!#(Fn4^~!y5{-H-nMJd1M0}Uqu~!%i6OCqLv%Xr zG|%ZZi{#Cvzh|#Y4akthZuZ`;w_{HmU`$Ci1zMOi9jB|{TmR$ABedR#PJl;6*8hlU z2%mbk`>+7ugjC+kR+^nPUk9YdA%%beA~uONnq5a7mHQ#ylYSaV+%_jgHM8Hz^edKS zUFvm_^N)9>)d*u)w%2vvFajr$Uq)k`ixGR2M61^8fOQpcJ{*0&mdVnfwUk$};4mnc}tR`2?=0b zBm#*Fg+v+lVt2R>d;H_2Ju3jMd1l=%+b=Z9FgJn4SBd-ffgG;bKmC;YPHT%jW{}(q ze;oWjO{l{!v&a5|0uh${^@ZIocF(c{?YWjsY|6y0q-Nc0I9J$RC#14sZwj`d+;_}_4p!> z^i$XNZg0?_gtK$Z;_u%D3k2%tZ-pP6wmo(C7w_pP`E%UNwt{;`Gr?NosLS0vwiJh}$ugH@wd8N#$t$Tlb)zbS6p}w_y&p9c^ z%Y2I8gDo^OJ!Dt&CO{Edw^&p9^mJtuK8ru)JM3~R-C54Nu9SNMGgsDv`v#ObU5_8E z2?%%4^4x_^&+jKi(e_)mi9X2|x9X669VFOMu^nniVe1oQWgV{2{TFJdS)7_TPbs}xr zpTipsa5`o6a<3w_@E|Ae zn^dQmu(1-Wf!4_jC2M3xg@wFlSCwBVctCj^ombdv*f9+BU(uzJ$xIuF>Bz#vP3&<| z@B~9f!j)3`^?%nDYxJ_dC$oYPR3be?^WjPU2oIIiE%yIBX1PxioR9OR<_(Wp=!R!S zh`G9f32(DsGAeK#eLZZ#VPn~@ekJ1kI$wbw3)x`yGr4b8OISZH*uaW`rp;abTt2C- zrLXnYmqtEmEY}Oq8Y6(6~A6nn__-t|q zfR?$QkM+)ZR5$zl;q=Wi3oowg?Z}uu@z^9x_O0k4saW?3JK~^3!-k?gU^QIC;9h3F9Ppp^{E=4DwEasv#Qj5dhl_A8{N?K5UK)Sy!x~k z3o-I)MStx1N4mk4QY`x1_q7mLbMEzT7J_Dgp|h3fF41Eu6|#r_hZtS&Ie0tY@6Ca< zA6J6j+59uyW7@rnGgFixy>~nW)H_R!t=}iCn);5v4pML{OWhExykl2VE<4mjG%8^W z&w+QdCpvjW>zdv#(w2q>rt7p_+3LDHB=6Pm4_TvJ<73YMn5vW6dp}S7BE7vkRZuzQ zV@VY76 zGJ{AL&7W6K-%_7RRk*izUhK!LpmR&;J>m)Vq3>;9wUqNBweIFV(yI300VS@t<4rt+ zsMA;cmmY2TX(-!x)+`=>4xIJajIxx~l7C@|+_J#E+97AXdewFy{~N3k`}u^A^`jkfo`b;{wM$c#R6jq-Nx%_&yd?{z;ee}4Nje+j~sLXvaV z6$5gc@b^aa><|z4Zx8^Isr2sW)XLtadS}6FRbpm?m^}c}0EzZ4@p!o6^n~v%!Q8{o z|I1AX<4Vr_CTXF(RKN3dk5GU9fdCNqhY$Fz$M>;V_|M!bK_G^bjo zN#|`;KTFS+^N(}^vJE%BJ^m}Oviwo(gq;-S2_{{L5Q=;3Kq=Va{Pi+%M?^$V{V;!7 zrbpGV$rl*y(&r#6YAdeD%QRUeeM|No5TFGku%KMC~#f8EMevOgq z>uny-x2E|Jy7D&k(L%%<`}ysD)=zIW|DCvX19|RP+LsqsEaQ1ecl{utzJG-f$m$#O%e06$Kcy?4|;aw~1DPJYumpWx2bG#E=TVfAR!E$)lrHE?L1e%D5Fg-@?0kI8wkKg@ zRxf;5d2Ex!DXqxs%?En?KX)vbdn9@I)~ZVUpdon_-<7c90)SqaFu}QMSV(uuHo!G{BGb5OapbLv! ztB#s9axxu}-Jkj*4%z`#7qlcu{Gpcb2UB!{)D^i=V!u>=w>~nQ;ryw1%-ld^ZhewUJW#ceTPj<(>4F*w75HmztJE!rNmYo3-2&pn+Ujz2~)#UPOD(9Uw zI#reDcsu2vzjIfW56957-h4lmck4fSBI-jcmPJ31YI#@Cd;w6ryylGA99-H`i%9=% z4s9v66fVI;+$E3KS}j>gJKoSa%MeT@-k1!8R{QThyXpxMZ@`CYCw@{p{b}kfEdmKknw`xcLgzs+MnW%807SGL+kH?ys!O&Oru~d z&yM@xCA<;D%f5MyId>oYyu{0%+r@br2{}>;R}+xC$`TS|K7p4rvpF0&-p(JS171!6 zwUJP;v(Ufe6}Vmzj@>&p*sEe>2n=yvkK9A*HX%d;Lo$oP;SZ^k-%36vGbrqn)ThG= zR-N#eDC=(0&Pi2ChiZoVGfnYnj)OFP zj2?)QDiXE62|`q2^rBSa@oBZogaZ?aMwsGXf$FS8ZxG}H9XZ6~_CF8IOH!IyB&Nz& zv8-t?b?o*Ttpt2M7mVEC$ListV{f5=KvjfwMH+ zYGGg*=MgHXh1sS?kASCv<(a~B-Xv0bqUa=8wt>WzmS(muQr_zsSXqH&nVs;&7DDyU zLT-Z09cBx9n@YSWGCAM~IHyCe_a(;7|0}`r6NnX#`MeqY;&p!-%7l?$w3rz4JqpI4 z2I7A{$_p>b+h0{RM!n)qN?fXei?=@nqxduskxjZLM7#QxHuC3Icb=Vvz)sw#M00)7 zA@c)MLN35sS61YAvFgu=aiSFEDKBqt10Mfd_v5l)W4wOWv6}4hadz+T-|TtZMH1;$ z>oLu=#eT7&4K~6rHkc;UHGd9LU!E}LwFChTWoaRa+Az*E$wI}L88WmnV#=ghh**o& zTx4YcA6Ch)oSw|MfW_WoQJjg*F?9@2VK2%YbY&Da+RqN&P)%$Yp14lG&RdyGTVks4 zkhE{SrZ2Nf@W_vBCm^A~k@J34#B2UhQW~FB_V1G>n4U&A6 zpr-U0SFp;sYoY{(y(BoKGD<4s8zwF7)gpTBk=2%iFZ+(CL=+8Z0dk@1VJeFB*>;fhY*U8?Tch5@&87&Yjej67|lNZ>%xp-b_P(D*k| zngy}TAe>7(R1P>#+kAKo1)wgKX2!$bL@kN_fkV&16VOVYdwW>$7+Yvx*7vHBG`wby z%n|IYP&SAu7WC`wk*2$JkI3zI0voTrlFBF81BWV%O{6!0Ko8&ZB;>Nl{8{i)fDg{c zuPyLU0qP!*f>l*C->tdWob&O>DUdhjRgBn>zBJLK-N8O23XP49N&=zdX2I*ML*ktC!??)i z7$YLwsT6CUL^G6ui&Yxz+eW?cjIQYBop@4OX29$wHtG>1<_?#UYW)9oU3TC!h|F&i zQsf0ANjyU_?ii6vQacFQzCjba*7Y%paaNI(lUh)@QmB-fK7V9q)%I#B%Kp>uf=l)X z^}qYsHrf5n_Q;g2k0SnA=0Wl7w_eOc)XgVq-&k%{%zK*dk+Y&@=^{%?h#a`z3!I^; z>8+wUtIMIK+EXsV-golm&I{BfuUIx?YK#Wf7HERyt;e^B!3-eq~?*9Re{CGez1;4B6A0@yxOc{|-hu4!Z0dGWdw zrc;rn=^-QK3v&PNx#meqsAXf1Eja==sw&k3_BCJ+z9&*^Z$U8Ks6-79Ha|@@5QMGF zLy8(#1Xs6rJ$c=-Z~^z;DJNTRwdyF@QA5yL^{JK^dzUCZdK}5DgIDeR#dI>fF_qjk zrN@dze>)1{KKPLM>3EPXC;+s?AE!vHat}4a!#P;(ABZQ=dKBlG5U| zY!Jc69-g=Zc6Qx#P7W4zEFA}HMA6LTTd-?Y4-c2b#olY+`xWCJRKAQy1gh^i8MaN~ zEB%}F5~Zk*O|7fD2Au$ z9EM(M0OX_eRxeR*H?gUKa#N5CQ&p5>p}CC5`|VjkB_vK-<@z+feZ^solgh#C>s8E% z>s_&k&DP~u*Ag?aW#t&;^Gh6MAD301YYANpTIzn2f>(}KxMLkef^Rw&v8@*QM?f~j zda&ub6L7aa)a9ISimB_lthVehvxG|^;y|)l#ByTuW0a2OG!o=la@{U_lH)h*&W?3&#T2Zt zrI&C$5*(1;7DvRj|E}`{$GRzeRBThqAG$zz0_~>=7GzdE*=$*yM%WSJQ2G_@u@=kZ zuWV%M{2UZ4h_KiiYk6cI>}}Z`n5r|#3c%>!Nt~~>*4M@D<;@QP4ye~Fk1r94E%WWu zM!&$OS{pCebbXT6o7@F<;(B?(&T6|#39=54Kr`wz7F5k8nI_PVS|iwG{qA)!YzEpW zQxYtY#kSbAPdiQKRyEG?4W3{s7#b*&yTQzMSWT3v&|1So0ZGZ@Ktjwh&DEsa)(H0z zSnEWXIMNh+PM`+e#UDyqtsiIp(I7Bt+E*fk6tUYkTV@b<%a5ySIkdxLnAYv2&Ejpw zoxqo=@L?)bs?xwtG1qgtf=LTMbMG4Ddnh0u((QOYMZ|+7E$lecdLmG0!*iL;|LFR6 zuR1S#DOG$?*Rvn}*W>-r*>Bay>L6`C<5&I&>5BnWE`wH&<%hWb7HBmTlAlz7jYD7# z5dAvxZmk;(f{pN7Hg z$~o&3kYjcbf4a^aVh7Gwn~2JK639gx0-k+g+ChWa0qlzpwnLk}=Q=Jl3C6VF1_^9n z^1f>NT^Ae3^=P=i?>7k+_7kD3-7sv*2m@qiLTSSB%C>@XnZR@6pur9aNRIp|D%}a9 z;gm3!+Jgo<)e40`G`5xqJ&_}pk5z{b%p(J($TchM&$Kg8gNh)-uAsduSRf&82#X0C z1-oP;Wo+UQNY$O}LSI2I1a;m7w@oc4i3W`Qe69riKTw*j;4cfh2Q=)e9T zyfI}U@qu}808L@~t|TYZ`&A<7SKhC68a#tKT{P&+|IzBFuhL5BAZH{tkod~h;N;(k*MCKDtws@>r7fyn02ZZ$!Q z7EvFc6+XO)Gq76?p}5-Wk|62{b+o3eio}Q$gF)+YYdNGKU^5oEOAYY`qGVhDn*Ygj7XJHX>iEU$g6Z1!5bFb^(*B(o2}=!zxEmu32u zaj>~lK}P!@>}3lbM| zKqyu1_Jg8ji?YP6idc~MEo(vDZu<@J8b|73S3N9rSt4~O^wDY=i}b-q)i`aX16OS4 zntB7b)8JjcGk{dcn5N4!p6y>$U2A%9_!t%Y7A=0UVxeAmV(CuKnWmUKED0z#Zuynf zcqpLMH;|^D9xyhBOk2XlyFud}!?i%)xmVav*D-pZVwrX<%#+=pUdaN&X0;@IEBOid z;=?a!Bw7Zr?{l3vnp!(tkCQrP#2+B>qRQRP*O)WC346xWK_zQ1e0k;enPt|SW_E3~ zh2m#=hHEk7&@AKXrU5#Ll-$I|hH-98=0dp@mB^-AtR&sMH<1wPhVI{R% zQ?62gSPjfCHLx(Y(B(C4&sSw4=V8MZVc4?&48(tjbaQJq8cRJam<;CwB#-X({u^_$(41mI~k08$$=*|H&(K4~Ks(l%)86VAyG(fvD3Lti^|%bmrep}bJ<0S- z21#X8M!3{NJ>h;5IJqF;;3U8h?HTUip!WcfU|#R5`-Ap>e0_O5)Zh2NNR+aqsH~-s zH59T*}D6x=lEr^5ai%aN?Vxj zLR1@pr5jj)gropTHut17B7oodRtRt4c{x=(a~xPRmZoiPsjb~}dO)APF?c-GwqW*s z!|RkoveYF&*;J_G!m4b zBPCG*)CCNYuZ^l6OI;*6Q#63|aLzu`ZapU_%`Hx{NL!6xi?%g0%kao8@y0snJFy8KLcoh} z73;eF!_vP}r;YXY%WMSCAZW14BAnl`oZP&~JsYI&3;smPDKhXb;Vsk&K5XI7M&Jlm z<-M5Urr_D+kVNwftNMc9g=aEo@&=g$r(&f`37)LXLVh7`v=TVugrU)67V;A7_3LkV zhf%O)?x8t?&A0yC6-vDS+EZcpT=z;lH?W#CmfXJr`Filg#y7x3j|hx@n!VmvJrA5l zv`3bEdAftXf}S!Hz7cqydk5KjqiGIp%OT&_dFq*;wG(MRY*~w?E!>+76B}Ryv_n9M zPsGc2t7I357$LoYISH<)5=y|XC+$*3?Jm!O-2QDJE~Xi#HohVorCR-Bs=7>UIietF z<6HF|y-oz~>rMVM8t#fdeuS1MQy`H0OVBQI%IPDO8}WNP7>8}}n_<^>=h*&EUs~MT zVKocq2PU$;pRl;Q8IBxxN>Z{(=`N0GTcrdw_~8`q1oT`xPM6GO+@*8p+&Vp>zpnRZne! z74y}$@{SGpv=^*yL#E(YMQly)C-REA9Gc^E`+*v;;va0R%wY%)nPou9Hy$#QOg=`? z75F7E!(w|bdNW3*@ec>ZQ1}p7;U7qjB4)=f#mZ&~(pK>fA+ti{%&VecCafL5^(PjT zgoF?6@iQuBD^!oj%@ET{3XbH`$Sw&w1A3YPAJgVAA` z!B60=Pd)+%jlCHtxEyY$32ktMq(EY(J_Cepe=Jbv?C(-%0@z`ncjbc5`8zmh-MUOR zLctCXeO zg_*g|MS38Tw25w7h)(YyeUe*r-U{=L44w+bZaG_}e}0cyUz75ub$?x~+#t1xTyI_| zgvBqoWNj6V4J`h2Ok6?BF3JyEXlfV;N#bUsD~AHga>%_*P9)ABo{TSCVDsx3*Rtw* zwb#@dHgsU@=MZPMoUNiS0}T!8eQT_YBfnA_zRLw9ZKkYMbVuOo_c!D^mnWVn{)Xdy zO5+>z)rs^cQi8wpppJvh(p4PqLrBPvH{-WZ$I}WUZ?&qamY0a$hTTE_4&nYUDoZyyuW_U-`rQh=^2NL2{HN50(SvE}{vifU_|NG9 zvQEL^bCtYWnC-D-;tZ~lchf~~mPL(gBUbI!fcmtqX-#L~|D3n9B(A z9SHxieiR$<_MEO&hS7h$DhB>t_8|~+MQjy#xo*NG@mIYV&j0D7I-cLXd4{AmsbcWn zDIXu9G~cp7iXy0dPtEoqU;7^nJ&XS^?!0;c&;K7neqrPP2+QiNMGgNeRrH-m{vSdQ z!GDAmePiGLAr2HDmhZnI;Dm90jg1(PSiM#&KR>yjw4b2T``q`p_|RIB%@36%xnhfk zHIrihVou6exu9C}UFcJ0ER?k^1@zLa+v14z!2O@G^4<-drGq)nV=4?wg~YJ^UoA_{ zX2I?;(9JA0PmP#_x3Y;WeNmg= zm8=1Nx6Sz1hJ7NzcZ5~wD#|KYyQzhPT7T+H_(9O|!pS$2SZ~F>UB8}mR2Q=E{cw4r z&WPSyTjrNV;xpCNtiP2ls*_4#Rcnz3=<-^iPhXI51WRlQp9EVhXNh9ami;{7?W4!vN-? z2m$(~^?F?ox|tU(l&#dn=ez6WCzu$MTUgUPO~nr`DL#X{gRX3#BysTDGT}Tc=ot=r zas{HCvA|Snj`hD2B=3-X@Sq?Ze}3Sn)M0x{-&j$QA!Q2f^)@9#rAxBG&Hsn&je4|R zCOp-O@_RUJ$N|{N%&kvW`{Tom=Nevhy?KX7o967}>SH>*Y@zHep7rOYP1b>IR^SxD zf9w4h>AYzBbl_fLb@W1a^!tF-8id=NDqGje0oTm?E&wVsD0lG6@HLR9Ic;u_Umf}J z@axS{R*F7a_UBNpDyL0b^i}1f7c~jp z&L`q);;SqoBqNV_{mIy+?8;Mq{PO;gh$8nnD|D79Cg6S4q{3dDvR`jySN0S$F*Xh_ z2pbMM*Q`FCIVI635X8WWd-d`Vh_e0}SI+=qv`-xa@zbNn+t!+Z0jz@_1O-smxe1}S{6kAc8$`=!y)*k|E{>c`{` zf&#rQdedM)V1o!OV}fh9whkrDcnWOTt&vwRyk`*Lu<-DdWZYO^Al_*{NiV=5FjLJ! zwEH+ne-Q{2RegS<{Rd(2krJ@N>3{L`gq+@+_5<+BpIg$c$SAa{*V87gR$b!YE^;ss ziEb}w3s`$E922B)6xlDx1d0|bC2TZ#l_UXv;KHoL?qw0Q4U0VU#_eC1nA`ugmP6Mg9zyre1}&tr~rQSBu*l+{cnj-Wtn7cF=3G2IG`Kx@G}~3 z!0*O`9Erxj(G+ z1|Z%=?OP~1Im2I&7w3-SnrGnKh&uX!u~vn`29?s0FsI*$Skiv5!Mb^YNzEaQm26RK zQNSih1MpG*cl`%=s2YP*MsiNS`IwWu&w;aQckKopeuiSD#w7beE+YWUWDS}7hWa3u z4AfURF7BukYVhuF%4aNru`rm9CdzoQ_P@^GK>+SHkaZ}^N8I^uiIpt+4;A-U4x<%T zAFve*$sr_0cPd12X=5P$fv@K&N=@C529k!WMFIbtb*%)J)Z}^7_hre4NCA2yzq0y( zb@_R~rTmPD^Zu8`B2OzLvZ{>YYK&gUyeG3f_V$(QGLbm1|u>I=p&a zA>zO*q*Ea?XK~;4x$Bj?+f?4F^t8IA8gs?p10U#LVs?qO#x7v3AX4WO$#*V9Lap&Hb(vy8>B@Wn{J>WsfAJb%7Y^8U zsskUfL-`WI2NFBIm2aQJ)N)-YmdHr1`UcKIFpTT8@6;E`cW(p(DL4cMa>mdB)uZxgIReON}aRzhQHRq1KK^0`AlHmuI0 zpf6kJ*mD;ajq4+`hXK#FCH;P`?7nOzkJk5v0~-52McXbB?>-dvc}K;gn6^9+{N6S>JQb&6mc@ z4(9R1p1|ktZP@(q{v_jL;hX-VC>))sYpt{T^K65$1V2oZ)?k2AO6rkJ9gFn+p2l< zTw5Dbx8zd(uH$?3V-I^-TVARAqk}lsXSYN!SD$Q4{KPi+`Z^uKJQUNBIAm1vr=a=p zp5w8H>k*duYO6XQjtSZcE}QQf>PRFT*_^)in0Nmke(`5Y0ojv%X4i}E=-+7MVn);- z^qCXa^TSX-RkuX+XZIgG{z28o_}f?JQwUcs)Y+C5nf^Ub!UUjP0s$^)=N_5Kbr9ws z^c(gzxqapC_dPywP&m+-F+LID)3veH(T#4u3^EH03kUYdw73(0vfTrFU88>jt%UjH zdMNyBvg=n@Q;V*&NBMYO6{O%!m9lCXddjKJCda)K`{*NVZ{yNtJR)iUx);7? zoxr34i|I|Z)WL^Zf)rn1?&-htUW89>#l)74wxhNlrl;i87nlP6O#O@&mCgYeTw-lR zqrkzTUeyMNS7U%}R5&`9eUGieU|sOJao>Z~pQk`*Q?6{CgJ$P9&k38{-4~Up%R^@G z=me=v&y9BJ6MGRi&tE*#vR8}myr%b{C*SL*oH56u6wPoZ9^~e}k}Jq3oYK39?dna< z#w8KyP-8v0D-wjs@IR=%6%Mt1=)Iac_o?cJ;;+2s81MI-P^sdE;_^WyOs{_Ncc0Bq zrJyZ8vEF7D6?ot4bhZIi=6q297X8Xyk*Kr%(F*ZiCpcfk@@Qw}<9t(| zaHi}8@dREJhWZOAoYXcNQMLb&PvnlFjudk94ViME zq=F5fVr#+DVkvD3*r)23)Qa11fv7qR|8+U%AGuAgsisg3VkFF@^#|ahn+)gn-_vxE zc37RT-J3c2}o0 zfV2&OD*6|#5WgB|(%1<0`TAMVn+Vy)(LVOlS_{htuk?*HPzu1bjC;7GG18CBJ(|K) z`&8FH_?1!;(&#$)r2`kfb|LIxM%rp96~$+>cKon^k8vZe!-+Y$`;6MrdNa9KM$hoS zj8@*cwwR46ZyehX|Ug7Rvq!-|! zeBdt3h;KreM=^^1&Y|9~=I_U{+|ANQ^jk=1D-?yK14B3QpcT#s;?lFP^r*)Bx6A|CuLRk z-D4yVNJ;Kvw1v=@|8c}_3Dj2RuXmsquOUY|F!`w;ugd>Ea{Lbf$@awKZ8D)nLNbc@ zmAP^8tE%RPD&Q;H_|&KM(EAM9Dx}Z1T;?-j1z^oGyLL-1KF%Y`zV=4iBdeWt z7oJkBaPeqn$x}cjg-(@URvPAiktDdD>~0Xv&NgH8d{Ql=U^X)`z|e)+&quUuqGnvr8Cp6?t!Z|vm%h^lXgJHQYoeB-D#nLf)aX>2b=*{f##=Efv1 zl1-ktVo_(&Ruk0wF72m)CyznM|{hT+xr~6ks)_Z9^Ei(q8q2))* zePvYB5{;3z%uekpOh+jv3y6?G?yJ|=K<=x_o=i;VLZdfxJ8m~j`oVNlU>%4sA`e@W zZ*8?-rIKz1v0ke-gnM;KOMX0^U=QTm$$J$|PTTM&hMeZL_ZNbp>>A-E2!p|4IqD2v z;T2w?6q3;M{sN}yjkTfyh=2uElrz25Fjrd6s~~a+<}QKp`t4@iNveb+vK5ONWH}k) z{??yEU~F#)EB0sh{4%i~WID?iD+f?Sy!5)tbdS}ZgN;$JxZE_wUO2)rH6D-dCVa7; z;chpQtcxe7emqH0U2+Ne@r68bzxEaoH3pr#Ng56a`N8vIMoR%9FiCQnSsH3zCI(VM zVuyDx2~*rcqSotXv8%FYo4YPd3<^I?C&m*`5lYs#1lq9(Y*NGM!1(+&BXEcpm#x7d_Tv&_oQ zP(pkN#N~c?qeZ5^j9M@GdTrR{c0y(vIyQy+DI9x7O)=fZvMx=olrl?BCVJ|;loweg-EWGpCh8HdU?yGd%ssXmW3!eEb zvN{K3DxW7G3*l6Q+$ue>h6S`2WQ;MIoH=k zKEz80a)aqz@|cM7T}}*#KsCRqtwQu;yBYn_tTSh9cKLZz@0W@!gV_BnM@Bzy5-6yK zeh!ij?N_;%6wL-YQ3cgJ4irHc5)j4K~% z;cH`=0(*Eq<3+fZ#Y)pg+8?V%pz$L8c`T)=YX0zzQqFazR>U9RUFatlq%t&VQ2QK; z@u2}u+5B#y?LhgQ`4N$}A+qdpVTtU!5oFRIj`*+_K>A(JYx3{_tg|@6;5K#i3l_|M z2>y7)hk)IXLn3heNtOK(K?-aUYDA{R1DP%E2m_e~;5JN%O9dB(QdgF34Pw~S@4~M5 zhx;oy$-wK3s!;6Iqt(wI))_sp8Ad&7(pu1-Z36j+h95!KVlI%gh3<$pNGyOjj=+Nq zD#e1#Zn|e)!cXH~Re1|8aVVcv!hmIwg)AVk;yQ3&bJoMff{|XJ%;+tF4P4&=`3cHK zG8jO@B9}nmHdE%1u`3qjIT(KX5HL{sO$PoK!%omO@9hh~;lebOHK=tCjt!jkxLec6 zAW-%Q^AHCXXGseT^K1nn{@VVLUvQzTMoO4aX!+*zGc?xxfM?TI0w4iVh#ca>h(=xi zNZp~h)%o7(oDUYGS9A%JrRAeUkYwzJj_|mUX*kO_>~DLo>i0_Z1oDSMLMB>7lF47U zutgaiTc-qjz-m?>Qfg$y_cI`5w4WHqGids+aWjZD=zn@*H(KYhL;d}~5ZHDrgn(+h z$fssqU*G#!;$1VW7J4~iaFX+Xi{CfQ|Kfi44w_iqxb#0o`?HCrX5s$n0{*@se|V8c zW=m`TN(lJe9x8svidTW*=E%R#t1UkWdi!4yBxd+e_!xtzd!hf^Z+IEbdvb}C}9!>?r3343|7mzD>iMy!^L-KnfyD7c-Q+cO+F!W z5)2)JUI5=9Ad;fmU7ASB=>iBPm=X}<6XzTaZ<}`Z|3~|pADKtvm)jj1Gs!urdDNH2 zvXA)v`ze9`9l^GNKHSx^;`391Dfx!@@FEpe)eOzT`OvZY2m#%id(f@1t0224lXq7Ldc#kh2jRUFNJm@>)s}2b~ zx&yrpalZ`p-s)YY*0@1B)vat};_H4hk04IMe>`352y*jrZ_|+QWL0X1{c>Ai%e%AR zZiNU^R0ApTZ4=x>#0-q=$89v$z64l`BYu76nSe7IUT)5NA8-2EJs${IvJA3a0P1IC zKlzhq;Ie9Hu1E%av6wpsl753UMT9CmotU#NUwD3DK&3^YE7~TS(o`?*HPcxvBy8;v zgzc^2H0-LLJ`P_Yi?{=aQR1pwTL+q&42*CNyLX>}^;PUu1`cloGqZ4zv7)XXHmC=3 ze8UO~TbM6}NZ<{|vGA`mTJF9_LR(9?9|lZ>Z<7uY{gu<$6(%t8%Qvj}GzC}IS16Z4 zD0gMm3Zb4T@j#<$VE4k7ykivtxhNLK#=s_GU3R}6be?Bm+L$KI@CS+q8*z(lAc5l! zrSn)(h%6W`4TWMNZRyjx4h&u3m0%}kye?Keu^ij6QA7jv-$gT+?UdX-$spYYFeYwe zN@B5ay-&`*KyHKp!KpY|x|u#CSrrZqr-XWjvPBTiZ47e4 z$mLA&J#$|NaRHC$=#es~@J)e9|HzhyAJ6?|Anui0MFKm{fAOr94MCEb-N1NuI)G`S zlIdTQAb(EYKMXvWKg5`URSsCdTJM;Fd|ca{N-k&(hJdK=ouLr#FY5h|Na5%HBg8l9 z-u+M3BOo6lBsZ|3jil|`diW<~pHV}bRxz6(m4h*KQO{fqzJ#I~+4j+oq+O!})@jJV z_w3Pybcu&}=gr0WxllM8?P_{XTW%ShAmG7$QnAwz#Mc*-8PWn=6GgZ_9h*@ zK(-(_Ojxnk(+0yzMzF}bcxph#WT?fEeW>^R{;3^0sB~K4U+Hrr>o`(wYt472Dfdwm zWle#Bat@$ei3yS#%BeK_ANY!pZG&Luq20W5JN82z_3?F^$RGvK<9l?F6!U9tC{@e0 z{jq)h5I3-vL#0?lb~@-#EK7e7>aX6E>v(Dk19&F(e-@Zy*a#`FOZ0kl;)(O?W^wA< zvAeL|{>)8(1!bLvLpsq?-^PSKMoi$c1_Jc<2gcU8uZVu?-FlWIzh!B`O?Y-K%caFM zT2Cx8qQMLFTwtPeB&GC)t=sc|3Nf5i8S6ktUwk7xqX?Pf zW~w@_^H`UgWJ_H(0!Fr9Mx2vxfvvA~RQ`r5OLao+p$K5pdt$BEg@X)++tfIS`Yxch zv*7Sf2$KY+NKWsODZ>%<+*r0r^0V)+0wS}bFQRfJFG2QCiyztYdUMzRJhSKLkdl}A zP+baAWXV+Py&7J+SSRLtdgYQ#Ec3avBcuLcTIMI9PEe?k4&sK zQ|b}7LCjwR)oPp1X3@y~Njg^HRuJ$YNG6_sSF_TDH`IpnH^$9iHoPy}7x2JASPs@BJ%N&+VYN z)su*__jA%Sm}3GYLB8)F9vRx))YC;ataF5_yfFA>l3VE9c6zU>3d*;5PVWQ|py1JT>%O2L7yD7yg)HLTV z3)mHRiDJzV3eDRK5eKY-^?&w~^VHzaHE}`LZGBx1e{u$9y|KO$^MNGO^(NqkhdSR= zN4OH*mTltC4mU$KV%N2zPex~(;Gr~g#2L}eZV^Y*BvT?WaFvKxNSWJkkSONoCiG() zmq``*{sqHkebdYtTHNQpxjHqNjz7uO8h*0wx<}P2b<}*Yb$@?1*jGbeSNh-wq8M#_ z#?Q(fk*rzZnZLkeq70(W_n%U2^yu+B9e@7~E(h2-PKqcDfI#A4kNcymdF>`E_EN4! z!f%=w+`h#=()TE0a5r8A`<8MEnO*_MkGyA`4rb}AJeTr?<*WI{pi7nBVB_>b*GUf$ zG9ip=ntt=fKLIgn&NS>dUBg&ghI8gG#qz$t?AWuvFIs+Uv7Ki=wJKxy{4D) z9m9R=i{qI5;nV*29QbZ$x?;hWV@5)qe-OqT+J=2V{EjMPeQ!wPV*V;*R1<8y24`N9 zKEn5K5e#S~U#7}vZ;JOQ7vleAn@$HtB^lyi~%N#T%%-`J)FPA^n#B4divbW6g z*y5>HEn`RrDqxRPv1g`#-Ms}fn=Q?G_3t>(R`6#kp4i!ik^L4 zzLgs2F!p>};RzI)yE3{lGny%2!AwRmg7G+h)5Vvn)_{=)Oal`Oh|hnEi>%DY^Y~%) z?dE{aE~FXRe-Q)WCFkEA1aOH*W+zTn=;C?Rpg!(8Za3P_%JsE>h_A{+d8UJWVdbQ$ zPqhW^q9J1TOViHoM)+PM5zX2156U$|6gh-Z7x`Afj}C>Tu}55tdiq629MQPoI_OK+ zV5r{9zZ`{qG4+M#-?M^xcXfqrV0_u*CPsxL=i(4hvd8*1w03}XFr`2k|lnV9-tMI)#EcjgJ+7YX4!%)ea+ zk_U)1Molw(tDuhNEswYe)ko3ETrrhreUd5!kAf~3jnus z{&?lDj(L!hz)-C(2k3OuUHYt^=x4Lb{nU7j1-XCd@E%|L_HTlwkWkvtt}RyZgh zHOy;u!vqMjHuU}gi>hANA~a7uwdf?xd_uOYGsZjBuD^A=YsMa%Blv^okkejpVZ>x zDd=O*vYLEHI>KN=5kguomY?1 zJ$Dmz9{e?&J{&?zn8167(LL#)kbCx*X+f}Sb}wZUHI@b*HEoI8EOVr)F)+c!Up=Kc zQO8o)$JXv*n6`;>PlF_0De4PDXh1^TRUeUb$P((oB|!UbXJX%2^`bgp_bNe1u z{ROPO(OMs`J?JNnAGuQf4w?Hi>FWRJX%--^Y$IAWa`2lO@V^pk10Q}746jS%94V~2 zgL<{n=5?8vk3f-LFou~6oTfG#T)MsATcV*&#P^6qi_5> zBI~O-o~OFDLa+rZ`?!TO#?LmbuOWk|cd} zD%!V5MlI?@`Ses~_$o>k%D<7!!}FL3vo*-N6zy|QhbAlQ0KWlwoq+y5kZOFqF0X$R zuhrzq{)`_1AED6@F+B_bT_JIS*=tkUyoV^x^IN>f!6YCd}a8mwl6awtTL9Y_3u;2F$;~g!*zf z%cGvJ4=b?_YaH52N8F}V2lb?zaJ4AUvbf7 zr1V?nv$9IP1_Sgy$BWA1XC-nhc`EZ|y4c#`1$B1nS;?Pc<>B|9Fo9E3b!EkY;po>9 z)}`=s3AgBhc}G#_G1-o93Y=^~^5WgI(Q-4aF&REW?ug?WXPf8f*o{J}P&>*FjkDd^ z*RdNSdcT|4QcDMe`>g-E&%6{q93mSB3!uac@iz&~5kiqLKysB~LnC@?1}or%#;Cc5 zk~8%ApTW`Tjlq`m8ydyRD+Dcnff$vulxrp3!b_72#F2Kc7qGt9c1^sa!HN&)$Qd5> zOyEQcY{&Ahakfeu@KX&5!9h39wrT~G z=^J*yUS!c43Q|-~Xp#eE)eNcvgy4DKmkF^Dm`UAoxRQlDZM2I6O#-ft%4%?seew$k zlzfmh@~jb9$8L?t0VXDbs5Bt(fa5ruuLvA6?HE)E03LjNG)JgK$yTsfh5_G!TS4h= z40|ZoTF&nXoXEYQ!8fDyj3%(M)Kd6O9bk;o1FCp+bBb-1J%j?h(H7my0QY0-+XHrI zq+CmSMln=8*hhHA#)j3#D7+;j&x1xGkoRtYUr(d%U{pH5?BiAj@y+8 zFJ*p3Ca^q&^)Xpjtb2l6(#Z()$WZcw_#3BDLr2sI9*3TaYf^NSYXVD zQie{TQ8~>m2xMC#KsL>7IeEDWB53$^n*55}3f?Y!@B@eUKvYnV(bh&`!erLA7#l>J z3gUMu+Av4A9|#)5&=1flBk1^@aZ(i_Nw%fk4cyQSwns;M9<~)QESKQ9fytGdR;5#)R)z! z@QLv6Qp;j9x~p#p`Ig@{K4_q7N!L|>2Z?c?6-;N%1L4SQ58;JiyM$I-q6Swv4Dz$& z^ZTeJvK(779{qdCZopvTZ&Se3WQK&LKLN>*joFltos0*5zx7$qe(;T`9!&87p)jD9 zY6>VQg*0RVkjXKqh*k{~LsPSiko{vxbL!L3qtVV;0u^>GC4MJm^`dAESbQe|Hk;+` zOT*MZiZoD~wxWrHg7|us&`=>M$82cTl#D2}h_5_t93Y?^*@yv|lKUTbHzp95v!WAr z7%UUB)aJGsFs%|D@B<)d1}MbSF-R>B8L-XF@FpN@o*5VOl**VlU%0d4|Syj76Y|BwBI(2bueXUq=KeRvIYd{Pm`a{2D-knJr+v7 z8hk-{=Q=wI&9qv(qa#r?#)yiAq@&yDB&_$f)NCVJ97U?G+P(X$NQ@D_oi>D(@O$cL zoB;?e0v+bo3(wv}Cb9hFZDgnsWUsoHXh$h2bfQ|gc@VNKFEo*TnG)e(3uc;rw-Y62 zxoj`U9AhkX!Io5WMNQtP0Qahsk-4j-Eq}Qz#bmpMALkJr8(j}9sP}f!%h?1|?Bchn zdPB{Kz}W-pohEfkK$;sI76SF|ZP+9)+gAcxujRw0F3c%vj<7DU=ho1LN{+rH2Lp>R zMD=STd*v`qju|fn*PwdsGGN)|7CZwiD6x9|!0qIo`Y6bDGD*`vc?ODOaw;N2&UY> z;pJO>QwqFiq7dFGGYHQ?2xXQIzp5VQRc$V{L?$C-)wF8AffS$;+#ljM>Y&p1I;gau zKuE+2%xbR8d6Zd}5(t=tFc{43A_NC(OQBB*g5+|eAwuhTi5`_j{ zJCK6J2X!gF+iIVg-s2b&tUS@MZ9?}N(-r763#cI}tse_l+{OcE zR(cQJE1@*gZUq}X6KcW(JP}VCH^iqO$=HF9bnT5VH>N$K@AYO~IoC=xhaY*k+Oh}U zb9*=sw!dl9?lH`T%e_xvkL^}zGxBVZ{2UuYX~@vHL8?5@YWOa2bjp%QbW-$Y3tf?b z{6_pthvt?Y-2g}hb%o(pCglv>e7GL!N9)iwR-~uGi5-B6k*`m-dsS`tY1nR)N}@~! zj;#2N{|$m_^N;?J-#d)g8?@r0Ivtri5)jQF(x- zmZQ{UJ@p;&CKT$*a(8Gj9^EegF?8EuxV$KwvJIEET=C;~&o;w5HKQJ;|A_VfBhHE2 zCWime7hLf#`l}dEaN-(t8@ljad!qi6F5>MDXDWP<$#jEoubCtgE6V)aNwltAca87Q z*jU9qb>G}UCMB3+8cduU93mmWTtxk9eSlJANf*>@z+qmY`*^3}g6&tzeo+67nDi3q zM^XF!uRa~BrwfXKvzu4&(CES8Nk_~p*y25tSd=i{>o6zsDw^ zc@;}O6nd_qG;*g}2~`(cH&xq%VHJ6CM}r5ZC*!Dt!hmGP; zOMVH(pnwU{cp6O|A7jx%U7|o!glkO`NH^yn+f~5y6x=4Y1*zXhH-+}mzdG7EmU(&z zaE!xXhjZOktGFJB0|1x zul=jXkDZIQHo1R^1BCrtHN%yS0DFYKRIjwX+K0B7^KC+w?2Y_12G3PmBS zL~6iborjQ1B+cv15~ly?aB_IIj!awBbZT+XN`s37EmB9zw{Muk)RSgH@GfD=kK6XC zTMfKlS<7h}LaXmh!vC4V&H&GFt)`Hi2d!6&Z`k$!rmcL@57vL{4ePJgoTupbdz^P| zU=i1+F^`B|R)@?r#sqoXg+W(G^Wq2Q1&2Uhpr09k18n?iWNL%{=nS@8&rWvBIbJwQ ztR#3xQseymI?6K@*?)Ex*?xo{2{afa!4WIX7ld`}cnLk6b84$sChvuwJb65QL>(lp z)1CH;VXe5uo#q;Sdg3+yQIsuD+VByh%c=;?>Gd-$er5Rs$tNh446pMmc-%CMcpM7y z@L8rc>RsJdZUyIZp8cxnJ+tIZYY@%t{9J#+X-!JL|Cmwh7ExaaRxOC+`DqkT_h?Qz z@%)vpeb%%-T52ChI;up|EwbtoJ-KgI`9}l^XR}L#ZiHvvVvTU6{N}2b%~wB;Tsvuj zyd?F$thmE(pTm;wt&!T{I(HCQQpurZTD|3Ob!Allc#gJ6WMY(_L5j+uD;Y9Ldt;uj z1#st-%MhbwtL!w44;ebF^ny^Nz$GS4JN2b|!$!y`|*WyBIRFgHgA-XD>N==+nu?AB^Kvcg}nBmT@-s*<_ywH z?*N#nv)kBdvj3?oX@U9Uj({W&J-+8z-)OkvaQ?2L;p0m-^t-Q zjrM(&YRiXXM&Tz;pPi9yHk5Hv`>WakfMI;}(I-n`#e!cQVpmtAT-sVdl?kZ29aZ{u zP%4V(C7j4?QpYK-YJZiJyFy8*GoS!rl>64I-JY%V`MsaE*eT`>vGfNIO%e#&%DJ#6 zGnwxUMQ>jZ4xVq`g?fJH#MmJ!=d=pC`}F=L6Soz*iVyPv{)qTPYLlTgZOsJLP z8se@3J?Q%kHpI}-E$o{utp32Ujm{(%Ugh0<%09B_CNqlp_y?EXyG9~``-2vZ`0D+? zB$vhS+Jo}DENcDJr+&0!!U;96&uj~mAz=?%7Pq`;6Vj_k!$+SPf@6><4D{0MgAp6i zqS!@U>Mr2M;YTn3_BE5#7Srw%a4fd>*$QgUEDRj5yL{3X=y9b74vytD2oa1H#gkru z-s03O7R#H<-_|*_q3$;N6AEv6>BOP#0wOs#4KdCcxhu3D_gyZZA2-`%W4=V`M(1)& z(_N(rr6|+${K18H5Dg8fbJt5CpzSpJ?A@}%BC58gP!BczTa|Bln?wox(6z+-x4hrx zrlt0UZtxHk3UM>NHpyt`yLD7iz8HR!B4i@rs-xC{gV&X8O)k6^`MqMIb%0)1sc8k> zU%)e$r*5mmw)+MkpE;+Bf5`DJal zfc`g@%Y;r8?g*ewDiabdE-4WjaZ6_1%*VAc

ErfsVY7oem|wmjJAWV0qppyIBFnL(%j~zAoY}H= zImygjcge-B{h<;4AmAY)04ikVwZZ8aQ9pV7tn$Wjt|@KqZ|V9!%Alg+14x$gb03%4 zO=)Zrre|p47QPpdHdkdEJ2<&I%HL|!O8L0>EVtKbe06k_UmJWG+@8+;8C3$8yEzzY zTaK3fnvs6xf@=K6a_M$4$6J)a%^FU|BlOD|s+!Mg_t}8L2mV&JX8J-=cy|v%w8`+@)RmlKiu(0Nxp8OMJw z;8~GkPeu#xrVbU=9>;@IPj7r&@|ReXoC~XG**)X5w;7pfqA+D8ct$~&nNoYxSK}um zJ>kcb@$ioAu4$)s!!gA>T`w-hg0CHf2&$aJuD=r-Ik7sque>~xs z?NM;EAEU@v_}bJ*9;aOMd;8-X54D+dnq|`8b0X|1>lKEsiF}(Qje))1+Ti;^tA7A$ zi{1v=k#TzHxSE4bs*96K${#a2N4|o|X5P4P?(mrdeaiI|QO|n~=h`NccX^=6az*x$f7AEl~Ndm2eN=3 z%|9Mhi%zmM_D_6;-4IpVjF2VG(S%^(Qy^bbwfN>(Ak!2i137r=A6WXCl-$trQvP`H#Xu=EuYzR$oBX zxW(|L{b%k!RP(NC#RdxmnQ;j`CzEdfI7FW2&h>v6-$)n2z6O%*nbHI{8EU*HGe2=i z$PZxIEKth5WE{6!I&ji3j>rh^+#~Pf8$XlVVWnin8<1e1lQ1QDDBn&#ihQ`^52Mu} z;RWMvsY|ODmAFX~-qZ0);G0mC?k|PC;Xh&K3;sgJPiFmLRJJ=o5nEtOxJHU7SHjes zbY^QUncH9bTq)y?bnW>eN|WH4+Nnm^^dGf7?7RNRMqn@5WVmsKlo`%9cQ1TPFyzIWG@0@n$83f3 zD%xiAAUW?{tjZ4>8^xc&adUwW;X0%;lKtI-G2Ks3>h9h~#<2$Hf39M0q_MfTJ6J~B zmQ<+3u>07v zV9v4{I=^$-gTV2c)n^IGvogK*@xy+YIK|gIyMPpJ>F>VVrmJK>?G@Ke!(QPNSAC{hF)^Dd?Lg1ES#jSfd#B=YMBHk_1Fimv^DVL6R`^RiI2-Q#S zrqUR+?}Zr}q_6CBAemZq_n&`v|B6JhL+({RABhY4ukU-#N#g3*lay~u*`IQ7 z*AiySIVKD{e66x&>r+2i$If<^R{dfRb(^zIeS76`(MnBoLq1e*dHtEYTT5ybXn3A^ zCBt^#+hcNiVBsrV*ZxVK7xzMs?`rIBSa4kQ`K6zIuE0#dNmaY!HX?Fo&eqj&-AJIn zN_C&nkK_gOn6955_(*&Yrejh|H+o>Cj*w+wU3M3wScW5 z=dm!%$|yQC(5MhBl!^X`g3?9H;{3d0PWX!<8#Np!!V3-J* zz^pmDSv&#Q6)gttCJqCFp!VLllUwH2**RSnvhtIL_vYs`Q#(J6z74`u^`|N&muDsj z=JplH^g;mXIOYGx)|baa`TT)9a+FvSDzZ``M5S`JTe&(!QjQQ2I^1`)c1eXK6_MCB z9aNN1Zg$IkwB)FS*1c}KHtgE#H_uYv&+qs8{rAkw`dGoC9d&r;iW^d6z_yg~Wlh+E5;sS5vZz{Ba+z*zBhQ(>8+&9K= zzNyS#4$8bJf2B3;e%<5ftO}2w+k0M#TBMhUAC;(h1(cAcWMxW|&#RQgAp3%{Op6@? zHd&^68$^D)o$3_#I3^W7Qgo&n)ZaVwoy=Mv)wn}Oo*h*@wLT;|t$j_dMCrhgLRzk` zn#~=;`nwHexI_-`S);h`EJyJjj~th7jo@y`rXU<2}z-$S}}HM6-f z+XEcScSF(&zw{DEhHJnk6nHGT#qd0O)GY+4Zu-@I8s!FY+JQD3AJ;lqeVdy@(petp z9fF6FXA_$ST;C4`2AXWNuchV(Kh7)3FtQQ`9-C*WrR!Vtoh;w00HvXRp%EoIDz2qU zf^>nN{FY0uQy6{yq_w%vgH6#K%*d4GmnX*}pxV2-^Md*XlYCA23F z+0CS_Jho#)+l5Z(X}3#(xowmP9~VG#ls7+!a>)4e^Q5Zt!GQ`3b3kc={b2ltN=E8< zETFYk6&rj=niwB!0wlX#eXcCB`sjmu4FvTyv%gNr?H#B%Vh$9O5QD?nD;yEs zd^sMzg~-*vY=H6hGD+*=m#aMdrr?bKHlF{t@j6wjpC_}VNt)%if5g7!SeP3^tsmpD zL0haxe^&;7HbG(U>FGIdZQWe)MIFsC*evDH>E6M`1xE>mishVYzkZ|r%~znZAZ(D)14&IhWcaS8ckp3i4Y2EYW;`jPv^#6cmoJAjfow&Wm*lemr@=* zM|d0&3*+|IMP0#KwMTC@kr7$8e}3I#@tFMivLT>irx^GU2trT8z{ahQ*K3HxnRWU^ z@Cc!%UVMCx#w>%YBJZ0e`($DPROVbMtXL*mXZv?NZypghY?FOzp%EbZsw<}53qN@i z#M5Y(Ob&Q`#T)BN)iGZAq;MWFSX+G)F^rGS9{Fh76w}bUs%?kI3kwKA^8HMAmq?(l zI|)4Q5`QHxX}^@K2|wOymwh)+XF-TwT<*uPKb7*Ip)|W}&0L*@R}>qAuDNf{#EIMO z;-Z=nwkeqRKszquk9yVmb_9NE<*{ilzcVo8t(O7dfz2G$^MwvxuG{X-6 zgWAy-G&WaG{F(a23L>Qic8Rh95Yg65Y3+gm4^dgBz;WE85gUW*95kiAiVt~&xuXwd zFunl;XaU#JtLlu2DB@4Ker-35KBHu?bG!m-S%H>5_L_kmXUW}V4_C#WSsa&GZi$tc zxf^k)ijCI6?CtZ{Zn#o5WFT#8(Dv!M5o!95+ZJwcl#&El?$lv*+EFa#-j25#i7E)ZJ*6gb=@19x}gv|+- zRr0wjUQ2hAWG;aS4e1HSJlC*CW&g7@qXkFSed@(M>mFM}BMek_{jnlbMwJjJVEmjY zW+EXe;ZnlY8hwU3+2w@Xuh7^8zpNuHRdC;^KHI_)ut_Bw9$-Wm)@JG3z*_bj9@u4Y zyyJqkCAGI;w`uQFPv(vfK64R{^e}bUlws1fjJ2l#PIX5cVu)FnwZHDPwU-}j2hwuk z4Tu6!Hv+%Ug&s|k?wUWIeT!XblEW9?pLM?zjv$S%Yb-Jax!bf*ZtjKe4LGgg3zcWx z6$6g$o3t|3{-vUDH*U{iq&3NL#!4k{kLSDHrcO_1gB=@+&Q$nG%jotVf7LR|ut~`9 zb_DEykTqQm8~5-1v^(og!NyNIQjLwBpX%1{mY1eS^xU-BYb`yye_Yee>&e5Ukt+#1 z+!V2RzYC7{XC3=*-t|V$Shxl5xd}KJJ%v($i^SlUo@Y^g+Oq|*J1i|j^Y?jv&20L! z_GB!p3asNmW5fP&PbP7dnyOAW2xx70iTO|nR-}51P;t6?{C(EAwWVz#nEa$p@4)cl zv?QY4L{*~aWsG64ik1GxZ{Q{0W^M2)m`Cb1MN{#Yd z0P4sJSd{16|KUV=BL34*S?~;b@x~g>Q4iU8(et9M?&D29r}Ci2V34hDGSn~#DeY+K z&h_29uWXk~ZmZ#mwXOenhCOk}fTob%nRCo}W^Vu@N8Tb~{~NnUWxbb_Lv3}RY#Jfw zok}(Av%kLr)?{Y(dqXPTXuc=Qlwb4Fkog&tNgG9V)jN7FzcXAzGk%*x@>;}TD{*g0@pvnFHYGtDg!E99n#iK_Y)^> zuS1Adm`HeeGOhbgwhKq4HdJd~MCQmJt5Bk>D^2!M;j{w+R+8ays3Sk)Ab2Iwiqn?S z)8-+@N7t@8ckbNtIrn#tE}_A*+(joc1fP z9;*8neZ8~ib64p>jpdD3<%WUWMSk9PX$e<136JYpvr0G&ER_tRW z&#)a?KTZ@nOF+J4N8u7Hl->qK$x^I<<6m-KdZcq64BbkE?B}H$+qnWep*{I=t#OPX zgpOasgh_ZwY$gV4wFv-YAFgn3Gf~Ks1E}#f%-Se7}(FQA>Ir3N`1jJpNFD|9{?skf*P)OkfE%AWBX0#3le z`j8xyy1UWG zmxE^Vl+PQ%H1o z^sVXa;6np8-DaIJ9+nHwc*GAHtVvw@(AucT<1BP!#K0PEYtS9tumEr8c;rtA7mA4d zBE1y59E^7idC?sm#~5Vaod_;>bf#<~x~uwe@}kFYT-ugFg5~(`a&CLMHCQik-u?3% z_@t9r7mO_UgD6xSN~}Ej7Ea`vOqobn_PLTzy+-T7OFZ|0|FGQNaZxFv$a^_)%gT%7 zz$|FMcE8@I0<2id(g5o5oA*2PLcU;+KLm~bP2;)CJWK!-!bop^0NZ>A8u&%;@2m^c zQkaOL>2g0#2zLn8UjZPhAQW~C;;@k@G9$9u5_yC?_Y~qFr=nN63o91BG{Ay|^VFPY zN6lmX5&lD`z{aF?v0X|z1J)ZZQ?>V8TJTL#vY_rgp}c?={QWG7$4!o)8}6|GCXzvF zlM?=@Xz$>YO?EiT*P6B=Kfk9YY&<5X^dVTsfwSK+#CTj_Rm#0>pXGphCM2rqY?{Ke z{+uHT?HeyJn7&|h5|gwqyRHfE35@PY=}GH2MSo*lKbQYbPY>vn`a22ua&Jv;#=El5 z!H0xWEH?s5U~V$@WzJ_2#jixNcUJ0T3qcOHo{2&L^SN$;>dF`5rC_RAt_t!;*Z&;U>JQ}!H1V2K9v3mn(I zIpRKj4Q$RJ8F2jK2UNxWt$Lp(A+c~ZoPu`y+rX-Y=Hj44k2$0JP)n)*)~e6&KvfV4 zq{0;gu4mO`Ro{@jG?gVYvQrLQ=kt@;=6vas95s=fp?P8Yy-&DtomH~5_h!3o^!Je3 zz*T8MWUq6TfAVWXQf(jOJFCv8{sfdgBC-9RYmfTV9%A0udyD{}R9_2qlP>g-_pb65 z8!Vk>(Ma=i?U#B(dkewo__Q_b8t!GJ&&A8`7BVC4eW2f|{QG0`wU?gH1g#M)%6yZs z8(4I1*#SKPVvg>2N)U36maJY&MsLIRpOr^Ve20pLP8HRy4~U-VaD%c|l4|=)g3zG% z9@LBRwXC$dM_5)C+Rx1F^)-C&&68ggnQh6F-^Mh8d4p6kUGf=H3Nqbfy}>0{)0$0^ zc^#m$?cMIglI+IX)=P3fi<-$r)Uc(I?>9Tb@Q^G~o>-9v)1VJ^)%Q%du}j2wD{zq|wFZ>|MA@0M=FsPxEEd-q%J_cciC z221cI;qTI{y|KJB9?wf4cy%Do1{}`J;LNI?w$8f8>P_2FU};td0X?h4D4|CLS*(VW z-+a(}De?sbe+1CiL?*;}8x9AhGYlWan1ffMTCuLK|M};l%8Rq7FK_?SWu}l=Vzu|B zK|K6&ek5s?Uh(6ogfiGCdxGDMI zs{22%S02rSy_m);&^lK&Ye?4@n2-PpUmRC)zB!N#KH1+Q>4h8x4pipJcp+BZZpSvX z?P4ZGJt!oe;BsvR{-xtTkj6N0+%H301K01*e7sHk8G1tD0~6>#WuMg?*5wFR;Xs&t zuZDDy;q9`6HQkBeduHdn0$%UUkxV(r3i(7JEA$S9&GarsT=*S_UnPbLe5i;IB7dLV z+Hr_=wV0sOH#S8z4D;<{#nC&?M|qV6bVK03e)Q1FL6i~^qQnDF#Pl-@vj*=7(}%~5 z&}8B}_%7i=c#hE1akKM@q|%^Ck>0IT_YZ&^eUjE^Sd1q4ufrtD(mM~8qPWC&=}0ML zhAe$J*Qp9a{theI*@DxgSm^#Lg9hRLeX;nRvf)|sUe3$IQ#CHSVyFqe<)$8uSvUm^ zJ4RGp2iSU4rjEIoQAfgCEfPNH3OA>}6iE6MBXfW=`vY{i%)F)pw+wyQn8%GL`pdy~ zVL-vyxk~-3I-x|G`%{y04+Gv&m@hk$d5Bfw=z5P-Ip5t1+m`xlSfuTI_(v;EMccmg zP~>&KUpt&ncAm%D?;kZ@;G^fTFvZ|3j+x@8M1RDHFFyf@$m1U;5Eo#PR^Z&tfaT0U zu-P9mPjky)-O*qCpd)rhtP%(E-FX@uqV%Yq-hZ% z*?SoLz%?Yhx&eYpZG`Otu}fQrEU{g#cnfr7)S2MRk4($>1Q(izL4K>LLyqQO5(gz? z^4h*E6Y$(UcGe?1=?W4kwmfnY`dBBRYTROj9H^x=+xi;M{G*UO5**m|m+yCVL#&fd z4}^6?joh|mcaa~Hvfw8YS76(nChhnS$wKWf+y7Vc_sBiYk^D@LIYHp=$~}`ZF0l5e zb`soGDYiP=Wn~f$z4ICVkF=g`U|psOg5Yc*d;FD{B3gP*m!LkFkgzzTkE-3jPD?WX z;L>lR8C@M2d2kT7s-}GjoK4_)*xh=va`O~W)6jgt*^^IL46Fn}Z3aKcS|W)aNz@pV zM|$vv^eKyh#o)+>hT!q}vm-}<-xsEIpUyhC$=dSyeW;&%)9odbtN@Nj7N39ya*u!Z z6*1rt28{=aCsr-y4T0$OoFKTn$K79ag{6zCz+guHvM_@*L4C;k3(4h2=TH=8SA^^k zBjMui+l#E27NLT^ z--_$~rqg96F(T5=*h&d2M|y&s64XHNR&d++Y-j`#{2^$9mniEYKhJt%2JutCl44qr zGUq(RaL_0NekA%`B<2^7=#Whs{K#U3k_!T}CMI!x1Pmf-I`9H=O5G#PAK24u!g4U; zMzd*KP2t9js9=s5%M`S$)2bW&#;#xZPC(@&;2AjmQwx{WkoSc#{Fq0rxORsaA~$@o zA)|&=vxM^JOdR>PcoMB7E^Az6kAq2&VOV(3gvdey{Sbothy>TysD1+n#dcv3DdK@( zpzWLA#$l3MadWtsr`ZFYFa<-}2o1+zKVY26M)wbsF|qTEewKe{z4$q_s|shwQ_RcK zjm328sb9(b;48`IEfWooh_9XbG z1etm^Wh_}I#5XfyH5s?`-VFE#fd>8BADwl@{JD+g_tIMn+cR))Htt_h@nwj}d2s%J z3+9ihR?omp$jgTSvq5EZ<`>4T_wV8?^*zY4zf%14UBxD$y2lTL;`F!I*KT}=~a9YQRYsUBSS$;-|7yMB9klS-&7G0irp z44U>vW^no4!Da@676ylfryiL5d4#+eS*1fuXA!DN_I;k85?_k#p*)-T9NtFnP)2Y` z*eP4D(9g45gOoT0XZt(e_EQZD#RgqCWN_+-$0xPUwrIs-7`S-wPv=bQv4~SQ=&1vc zj_@1L?xz7*G{OBm=R%ZK&aHX?OXnXt#&XXmI8GUH0W91fR+E?`gm|Z*h}S9a7g_s& ze*FWXVzCqz7Wx@hf~|pl6TsO@rOvi$l`vQw?`)ypgS`Vxi0UH}&ZmGdWq1{Zfk3@$ zT;#+mBJh>fi(Yc9NWGqIz(bqeRXf51jw9jr_S}pr{&}6lnYvNZp)mWB$cMAtv`qM9 zL~7^8enzVK9}FH0!zI1aw*j5z<3tIM_6FTSa<_^hl3Q7b2=fHQnU<^)2iJSp164>! zW)bRQpTO)-JdIU(#Y2%}!s^7<1J(^A%svrhf88vMxSyZ%3skDlM8o|@7QLhi*^e4| zgGxl(V-ssB#EAI?b3C(Oq^4U1c*GI!PR(#;!r-h(X*@FMBY~E8>>C--(#4T*;~xka zhVyiFX9{2SbSacHH{0t+W`vc&(5MWbhhQ2V6C+E0=*7>l*uqB-4Fp?C!xCp9T6&H< zpcQ%4@?Xvf=2&hkkSiT24e5*@-!eFbJrNYaLGM>!fo2P{iA%lX2s*zV8dFpY-h^K2 ze`wM2*0e)%A^TC1$X464bcQx|zO)0NTe3JW1Ju^Gc;zXQW)aYv8}2@)gXF%UfzP#x z;O}qr(%26Dd@AYRz_4+k6TE1Ta4!J-lszqnb<1fV|>8$+v)NaAMB<)99dXGt0IeV^0QkmP^g`#j=cD~Gq+`p}5R$49|5E7)oW2WZjUwzz%##@v{0t)3Q@~N{Z&VFbA zJ@`ddNdD*i-M9`RQ55Ir$fR5JhB)ATfdpbQyK04*M_DSs<|ZdPS8474DK}UQ#rUp! zMTFiF7eI3V4t1mxTJcBaR-rkLWXAPcVQFelFh7#}t`K2ZE3EMsj?FfemDh}-pD1%3 zA>)I;du9K0MZ~UfYyMFy3|<8gY8Uv$V%?%Ic_5J7G#t0n0f+6rt%}4PliNjMxToe7 zh-|>SDD#Ah;F@26CV9H7-xci@k-}Sy|KIe_Ebt92t}OJwHPcHYUFR&Fd*|a0IDzo? zWNs_5&mLq&Ch^{tmJ7-66NLt}_T{B9e4BEM?gMslZaWa^dX^`ebAtCq%25$^oi)$` zw6Iv&MB3ua^(V2UEHOI63jC5v3*&IeEU``Cg=^uH4usPUkh^MTv&7oXwUQ($Cf$al zMi@}%C0$)*<@$Ph8ex36bpk*^&8Tc^gehT8p)xivNqhK(t0I9KuSh?=Sgrr#P(G{8F%)cC5uGj?~w8BQCDH9qZNy`#Ant6 z{97bol7wf8)jL<=Kw11}#>Q2@xQ81h8dB-$EJaGCl?4lZw=n^iHGC|v~#15 zSM6FPD>)?`O%UW70(%n@TNx?%NgB(3m88Xo2FudVb}?igS9OjACb(z?x5NvN(`rCH zfZL~$80c4qQHFF6h1<$ap0eY+`con{!lFQiz*m*_^MswuJ&FQA^-MqXvO3an!NX`3 zFwtDLKT{CyEzlm?vTIj-x$o#h2|?fPRH`KSA?V*BUGcoY^g7SAd_hm_D`i;guPyO# zsWWzUm8tgE+4>hQqU%}=KjC-7dTT?PtM0}?R%G|oz3P+2Q_bPLp|2x)Yon%B!Au;2Jw@~- zs+$%>&SQK>)t_ffkLs;$KE^up6DnTuvbri!eTZc`r47}{?0-hy^?{xA(*@MHj7$|g zt)@`qVVV3lM8Dp3P?&?S8*sXqe62}c_L#Bn> zP)>DEK55Ed`-MEUxDm>T|7KZed}mV27BZ4%?t>vrpbBUG&Ru!9YzYyAuM+q~R~=^+ zDDfAZTT>LK=>Bq#!{DE`wti*sEN{^N+45jKZ}92n0bN5DVh@$}`MjKM@_;=Mp!k(r z;TZs1#%&t93yJ43MAN@$e@7<9YwP{vk*GT^5>KXq>ZGf?9rl?HJEQp`67#u#_>=c;unMbZLCdecIf(X)9ct(LVkX`&zwPTW^4!fF%%sAcb)Q_A+rYHv z)obqA_>PVJFUquMY7SRcdR6MOB=$$)L#s$n4L>hF#kGDYNXJ0VxBykziJb;PrC&&h zqpTM^@_ndl+}4irV7cpj$l%{Nki08m!eRaS-q*NynIK$}A$HnMfQM~+PV4*G%B$;^ z8<&fg*sUqo-5G3sgGu9h?2&_mf9{UEtz8;i(FeYb|cau>$cTob;|o|rG0f^n#`b= zWd*}Xi|N@(6Z8>AJ}qx*J>v>Q;c3g0g|Mg2DUl60TsPwUc4!Ii;YqVgiyHQ=uLg#` z#(Aj~HZP>nGYb(Jn5V5}eH`+&j|(;i8p++}h8R5181%SCN%MZ(vMa%9iG}It!Ibi7 z*l1W4iRR~p---Wp6G&qGwDP_%l^+R~gf`pgjp=$fiQdm5u-It_LVRnG;G>6WMltw_ zlT6e?93y4~69+dwE7>b*4Re>1QkK$^S*M~TaXpNoe%PeHtL~yqI7lu(c{7%flkjcN z{aMei6StL3R-N;?Ys&~&gd%ka@Q?CKm) zkkr4E!i?U1R_Jy&$YKxAfhej=#^ig2L<{-Jgn!z-i2}SLANt=3jp z>c%a~l*{fP*VLS^1x}gei2$}Tpn6M6na2uHeExp+;Yy1T0U~mLNrW$gnD=@fg}wc_ ze+!{bk^B!#nB!lVk86j^alp4EDiviX|Kbd%0=TCBGBIjv{0~mr;eR-5YMPz?hof|E z^kJ8{X{>0)uMO`6E=B15@zC0{@+vlX0YB8rb8MKH=U?K298jV07sV=b8RoY4#_%}? zJ#+SU5)i@XCOuX)4`!B3W}*)VVmZHmiPf-=>M3O28QR#u+t^8=to>>fB#6 zR~aRbH;G!1Zz4!v55DiX+Yt>1;a;M3L{)lJ1%oNTVx%dy5I#O;qI3nX3hIu|#tZ#U z@0*~p*A9!{lzwdv3`F8VGMlP%U)SG_v&Yd@eQJ*3D-8I~tc9H6DqdaW@{JAYu#NpZ zSkwxv2U>3@g~h~=(E1=s_o3K!DFn9rYF zPa*hX7rZzGmoN*ddJTJD*P2D7k?P&G7Ja)Bq<5~RQ6CW^-VLVcvF=&h54{8*RZf+? z>%=`O!&j(T+=- zsa4gEPx;>{F^ZnUw?eu1dT(Q^mjpBcrz)4vfizgJOA2{myYR|5Yx+ip);4SnWvb)&F-txrjn z&|m5!e|Bzkc0+}I8n^&XaSM^ge~e}AA`GxwjQ90QhZ!zBKR!H3w-#VC*0!dcAF5Z@viftN59xKeSn9dOD6?AO?Se{~_eZ&a z=6vqyPvu2E8gWBOFLs@-u($w<T)MB;x7pwu9i}I!&2_U%FT)UUL zZ6&t%WgUhh^lN`SSvKH9&(4(3Cam7&pkL+#PTSqfj?%TdAnz$VR~7A>jq>d=d)`~X zj*`D9@4>gp{f>Qmsm4!Ul2(9GTI2xBqd+791RJe(b8)lQK2WiK!G`%~r!j3JzhsAl zq7UuGu*inuD;y@2w}%}O{Z-UR4jl};mMk_EiuOHZR2(aGwpb13&*t9>m>2;jkF`aN zWD9&!TYbp0of{>l#8nUVs5!QSW$AVDH!Bc7;dA%RbA`K8u>Eg}_NArNfpn;|ml9W^ zy2hF8Of^905+Jkzx3yUa$Gdi5Yp}j#5B&9wBJ11PV70u6eytaJl%Mv105N{;br(jd z5Tn;}J+6b+bE$hJ4UAcQNb4dLc8-g_&2cIqL)SU*R?62Ut8O#EMm0;vII&9$tRApF zx9)5r7fo-|auM#N1*PBgO9MG#4T%BDJraywS&pTb1FJtYUasfKpVVE#a^gkPrsX6t zisbwKgW)w-Yui65OPCsi1fR&D_>Dhb%X^EzCLCY2(3VIRom82HG`Me-Kc`^KrGS}IdopR#{-JO!oJMA}YSkTLZq zMT4?Vf&xD3*(H9hLMD7QFIei^c17G9GZZ`HjT!6CJJ5=q_RDB=-@^G_=yEktwBn|5 zcsv1|_31o*0TT~JK_1g^?H0IPlZ$17ee5ym_HAW>#tqBQA(OT zJP%i-MsxXC-_OUkAPrF@3?F)ESIc#w{Syc}41{oRdu#>(r{PT@Ab?%?o?G8jjY zBG`jzseuqg`e(hl0gyIJfk#?NRJ*t z|5&&{$}g|g+T#f6ZDT<6L~pJvWJDSQey}3sszE>OeC7~xJ(wPApRh6#(tEj)U@Auj z=T0}(rgctZN1k`Aei-@M_xh=?)NSY~O*yRP{Z%HMr)&%w>*iHD7JOry(i|=KWsoZ8 z+f}RqR!QgUv9siNFX5`^w1~vOZ{w?u9vs$|8jNoNfk=ZxK;?Fn@KPCUT_M~+%52|2 zKmM0cVhrAFH0(FdQuT;{EyqUT(bB31_|TMisI817t%utJk(WhkXf3o|)-mZ=C72{5 zpZNR`=eGl#WqDsDmPO;Qi)LVFf6T7B8umhym4I=$x{vlOWZ) z&y{5#l`6VHum`^|6=vR{gkQa3b_@pc2k^)z!i*Dy@YxUG)vsU}LBGKbNZWo7fx7i< ze(qHF?7gf*9HPX)X0{CYU)+I%q`%1B`X2#`F?Fkew)CznKA zU=;gUke&y4o<=W&nR`XhfCQLP88k0Fj}=R3UUhfJk_HMWW=Lhq9)9;boJc&6fFv%A zVz>lq!T$0z#jNl=Zfa8)Er<-AS_HIk%W?vR0mz9kjZNhGBd{t*H7D$uCt0y9K;E>k z%6@u9R#_!k7PtXmS#a6@Js|V!@AKZ}=PL#|1MqOFuk~Mn2HdIVdD4AY-*J|64dem+ z#ZUkxDRil*)YTi{{W{lP{|95spD7E2In^#Dj9jy6P5RS2e*wk(LBt)%1x;H>4-{)c z&rdA9=}euoxGwQpu!&d@?CI98p-EpHG9Sgn!aEeLiEvYbns)IVOo2aki=z;c%tu1{ zui~hS*A=wp&QwQjg<|;$ARI1e-tXRE8)g4CwJSo;e-+}kx6FncXBGztQcy4-3YZJl ze<9z0ConMg>^To{_k|pS`=<$nf}Q}}xM)p{Z}$qp5115QFGg;mwR27KKYCCi-ZCFy zR>xbWf4@Clq2NqESQxm3LKOZ8v-sja*bSjMf0+P%KciX1P~;vV5o8L0tOD=^vL5R_ zAz)3^Jz$mebc51Ik$Vk(hY#m-wHERFejyd~RFvNKs0_NBpRxtB*bR(E9e*iEE)}IY z*l1o7G`HRS8kkX$s($AbQ)qtR|NaH#jRpxXJgEFzp$?Syb)P`92}l~K>xY= z5hOThz*}5Ap;@|vE#OY7>Tl(DutaDYt7B1fR<`FX?J5z$5(?6i4EY|?oq|cHuWQ1; zR31o>XkPV11`{7>TOp0))P}+C)1e}2vx%BSP>X*CxL1-pEHmi4Kd`|~3fWjqqB95q z(B(*HKyjkGF;Erl)P_Fo6{*xjw_6rWyB&QN ze&hGa|1!)D(Wkm!fQl`12bHs5jnk>FOpsg3qV<0)Hz*uc83dV>SGQYRYD}zE#fKdX z4p&56(q(D-UMn4|O*A~mVO|8u49B=da>yCIUyIhzGKnZx(gU);#X^M-0jYL&!Gq>c zN76e%n0&-}qLRM5-?_&#;`eLhlB%!EP(A4e0g5!qgrI)K!K))2zk(YFBu%cmf|lSp zEfz2#0C~I|(sxl+8**|bQ;%z-duKexK+pozBVpzT&C7aefbqU6x&m_UVz0*#+hc?t z)-_&mj#bj<+Y9J{8c+0WZQ`VJsz0!ua-S4k8xP(q%8H{MNMIm3q$46X09F~E=0JFi%75t6J{yoI?IxxpJ36Ye~fQ@@WeCD zEB~$Gi+!GI878i8t>RNK?Rr@t(hFMGuET1x$EG@mlrkJfWFAk*tJb>QIHSAXQu#x! zVhY|DBmlE73uSfrodMS%EThZLw#MnMmJKl;*e1|1Q>1~wB5=eLH?G-U6-w#ro*M$? z`nQrqEq>oZVeWyHkTt4Ok1Jj{%mJ4N!0*R}g*7aajX;u$|GKDJrVoA6r0_dPOa?6s z>uVKq@}`~0GHsh+_aDU}&*!(~@MwI=x1s)U?GoQ?u1pcQF_>7FsOw)zK5EuRI3*@{O^9^Bz>u&QzK*cRH@WJ}>EmF%#*5ADhs6%DTHONf?pDZCT0n8(p zu{zegF?)g};mF`6V<$fSPIU(g*?M@rIk(2)-7d@Op}zZ~EF}_-p=ABt&QLrt%vc#J z^l2Fk+744K>u_v>ISQ>R19}iw>*{T(yHhHvYr`u=Tj_rYX#ey&2@lRWh?)V4{K-k^0 zTYFS6+3RP%8uU&&`Ha5YdKRRE9w_pO@^-8>(+PTQh^dnOdej2|2ebwS*cJFlr*~SM z=NOFd!Uw&2k|YdjhujncKeb+Pl)V1kWXHXbrR2ejrzB(OSWkCFDwT{|aQxsScl~?K z_3tl}s@}0xDF3S7cBRW zp>%TOTey1}+aKY&-zb69m?o%!g&Mn{k(217WUtUCexQP76!V1ju&H$_gWEliismtF zAv#Xa4Ck?;?6eshXOK-3!ZhRw^wAM7Wf_b2mfX|J3{O>igJf^+rMctkBkS}riXqkB zUi~tZ9o0JQKBEvC%r*?DjT;q*T~sdVu$_lf83_xSn&O}mAUy4q>nR3Mc{^?pnzvbH z{n-VT!+0DAH7To(l&y!f;Sa8^zhbS9-eu%HUIi(~SE2x<@@TnFeGu@x}#Ubz45Fw4&yA zAe3Tk%oG#Q&d*d312#n)2Ta{t?I=hNW}vaT;X>!!j7w|30Izb|^qRj2FS^H%usn@d zM}ZaCRjnXEO$Q93;0CjaN!#BOj(e-oqd^Lj?8|RUZ4fE6UxfccDui9o&#ayhUQ8X? zhAzzX7NMpRnL|_BV1Ay)-C>Xw__f<*0ZadSJJ1`N8MtOdfzH`0e++EfApBw(@vG<+ zr=}v>`!o(*I>$g~BgCV!#c~HzqgY{_T~MKp=eJ8GlbzYig*r`~CCi9S%cYXJ+*#0# zk#QM2#uh_bf5(M08l#st>>r7Y`AZGR^_WreR*}$r^)49aNA5?!6HU1c3BH zd$?yP-Affu{sE)`8?ObU@#_w$ah`0Gf~i-%3zJ;HS4!_|SCP`@s?&9lg*G^0)`?u0 z5tpVq!H|K3hz3NOT1oO{EqP1)?sNRd2(gMPtc=FT;3J_d(FrwIi*D1CF~5*Ci3HNm z0i?tzZgUkJDF6(rWM?ReTk`*UmW52XDYpTTe@op;@d~A<#zA@HEK$^&4e%H|`0d8f zrReJcjPjh}td%Ny75YL9Mhx;144U`jSe%=Wc<}c06NJYFyp(m&uggC~B+UXl*Z>es zkKC=;GK<1v0U=?6au zX92g~SCn)*l^=m5oBbW3hjX74Ukh$>js!|0fBSgdOfP;kwOq-i0(rejQFj87T+W9Z ztQXlZ#`y#omjcFUO;iQuYY*0NM2nD3&*!W5?TP>_Ia;=f2N(0e8a6pYzrXs;KAliM zdi`Xz*<#++-+tM>Li8AW`2I4?PB7mY0hUcJOy0R3EU#MF4wee~0w*=t<0aF4PGTd?bmPwTA2@un=r}u0Hrzk-$3WPqHa}OwOcS1M48lfW^XXX9*@4*K4D5H% zXkPMTtltbTvwp3Ec|);D@@z&j{!F)h3-IEsqr3<|Z#i+V5u`Cb+AYcTP5H?3`2;m& z>?>TFv&Xv9;Ulds0vzSvxFjo8tId_65G!9JZ~FP?GmoI0L5C3Dx0>Ml zdUy<}ocR9Uye*5Vr@4~%dg^oJzaLWc^dHqR6p{)1Y%IKv#8B;tk5$pA0Dt*{kTvR{;Et!pF31@&n?Z^l%NUjUVCek#% zbjREX+H%?t!|2)iK2)S}@Ws8mSI_)tOsw=3nM2>P{QSFl3Dd?%uAf~$Rhi2b>2tw> z-}2Av4qU6Z_^%TPUax9jBKXfQ_dbEA|9yOmYy1n)r3##iYZjI!xkTv?U>_B_&Ys8M zE^>UpU)D7b&zY6(Dh3-54+3G$J@T*nYcY?;{0}aB@!<*ZZ@*E=S;DuT#yo_$2v*q- zU=B{@@nB@YiMcI+OnqpZJbf5Dxqi_8+p41*b*-Ks&OemSIZuQgANpuY|y0}?qxD~Rkk=CL2xsb0*FJ2_fE#(Qye zrf8XQS{o=Wg(b6@(u?@0X}KJzem}qh%aq2z9drkWSZW#*jW`ZF4xiZ4QXhb|O&;+F zgNq}UHoU6|>5KKzJtqdthmkiy(1{xCz<>J|-5QY0<}wylIfw#cO+9CyMpIx1#Gmy3 zDr8I#8W}m{Yl085vK;s(m$d7@g?&l;813{-qJE2KzZhN`|8jH9l(vIW!{)DpU$ZeG zpWxv&B_~VI%MQ@SU7V*y3O1Z78`N)UbYthDHXFKmEF!MCGsd(`>zyY$<<_GOD)U+X zz;iYs7Ky?AwnvoZd<(EM1nfyQ;AZg9;NEFVh(Lao&|BOc%aS%oNQgo>^9ppTDA6@-XJo@ugFxLi z+e#>Q(H*4ZhI9I&2We-xHvC#F)ZDEEQPe|mMVAGnOuvy7rh6ylx39rMGbdYQL*scX zkXOqp-&8{u`Nlm>ml9|K`K+z_r5cJZ^8g$ng)|d0;*N@zpt`xIBYVtP!EF_MkNx5|cFHewg(Z@F*yC&gD%e@WrJdi@Uzxc$wJ0VWFVb!j z`?`-($ZdKcQpS{n+--^mRDJ;H7}sckmoBm%)zc zCR5CFqssBqa#c0iB3K0b`)}=`4e4~t+Uy6GtuvLg)p~U*RW{Udu>B+0G#<{8?9|2I zx*1ygsMtGJTd`Ff6a9#68;G*mlPa2{{K$Afb{S2aNSg$mp0*!J-Z9v{j8AcE>%y~ zc3Tye7Wn|A;B8*J2VEmNvxk2xxL`=z!j`(#%pZ8NK?TXx6Bz*EM!5w6+@RC61AF~0a2Zem_z=hnwyVsmn5{$Rcl))Zp^+tytjs@QI%&xN z@P7~c-*nUr^*sJ3*+Ttm`h&woIpQ1SU1hzp`)iSu7M99k??@##!iaZ0cIk;p$-xYL zrP|x3U=zrL;y-J9Z-G5vAINih#Hc?H6g8-K2$kx78He}HrcGV}aiMU5aP2TqqLx{u z!v7#~GpLr@4ergG;0@hCaWkNrwTKe}%5cL5TI)OOWjKs7#n&QIgh~AVw?I3V{u%jogFhu^JxV-V`;Ik6xsh&OhCNnC`;sd zOJwK_>>%(@9ZD8vE{a^>Ij5S0-UMOzmaU+>T!TdsK3=U-)0$^QHb22-L~he#ZRXUtPfHVbv!sD+DCu z1PLAq>U&y-cV)fti>6+A(kjZbsX*$S8O!+1ir{i0znJrGr#hbv3FZYL_ih=pbZelu z;*osxcwpU}gL`75W_sa#tTVYV9gk;L^;;%-0Z|6~xp5d5mrP@`nSzn{xcT#0(s!B1 zABsnDz+7N%5sw?U9MkUZXLvm!h_ak>VK8uA@Hu$J>O@uQ3wyZAIe3QH>WtNiB6y^A zE=;;F@w)bnYSoNO0$V9CD#xM|b6tCI?xroy-x9<(0kyH43$jRy@Qi?ngOJ4CCxi_Dd0ocY7ARuZ%WJw(u2uNrFl@d*;0|Upc!g~d%c3`a2GSu+F z3Ljn2K7BsIK)N7>B+%HduA8=Ib9@f&A@6W zNWd4)aPUtl!<<@#Kb5D#$`J|~_sazh90n$F{#hF+m$%mN>X+<7uuQ>oUnwN`)Hio#ZSUbTZWn{Mu1)Q0;tVY9L=V$X z*M?~@i*uy86ZHHzt23zLKvvadZbcA=a2z~y&UZ0lRuC9TXUJCI=L5{LoYT6Skb$VT zgXIZB9cNm-#(AuKDiGe5sA--EK6^94jR$w(stZU!(>liHpAbc-;on|^k#vZ){Pqfv zqDFr(WFtfJ$$$q5%ZAOs!sBL(f;rv)1N!O*96&?$Du^@GJ~MF~xX^|5vnE@;s^?UM z2`C*}o<)?pKPYWlo`l@%=$#OE9*-!Z9q#hI}WHe{2c2ulDiGs0$8CO2Rb;(bJT|9xh&~rr}L;Bn`Sk<99eSt(~5k6Z_-{r7hkN_ z3TOQtxXS6rVb*a^qVzB&rV$w2bxz#>;q1%fq5h)3vn450NfennN4VmQ)lO z5?XB8*BMJfqJ^@hNkT;-WoPWNWD12e#x}-2W(G6En0fAJM&IxE_j~?%UeAA@bMHCt zbMF0Y_nv#tJ-{gqhp1#E1;{|>n`{YhS6(DxzH%3)xJpm*7K}(RHdBGpu&75vxS0`@ z$uH4zoXup@YFZ?M(#Lcna$^Lox!S;Mw5CG$*m@3-pn`Yk`@Jx$1g<<4yfuQ_Kq1c- zBnsPl?zJ|07BV<`e&+zQ?%)KoX9kD?UkLw81gq$Br7i=QLugpcr!3}=(}bZWgLho| zCE^cHGFtgpztZSJJS50pQcdCkkx>ehCP*YvdAK*L!jwH(c4682j zxIf@_zyW#pL?=>@4i0yS=F3w%(Z-v>kTB?~$UqMc6^9@Um49UyHu7R&8+@M(D`$t}5uBhHvRu<6iWTp12FpwB>xirKZcmQcfS^pci;2&d5 zR*XRomHXGODBe?*s<2Z01iZ2S+~p$#CzmB}Yc!<&W6`$Zll6C`^)#ulWJvFwoS2IR z`jKnu@bu9HTI+7MfSKBnCA#F69TYIjFV`i|$;vD54!aVK-bv*i?bePcqf5$h|J0~b zIGrxEi?aba7AGL$YQ{#fmPEOa>6Y*~Q*h0FAtfA8Em-UZ-fJ%Qc@_fQ0Ny(`)vAjf z8n}Wxl*o?rm#@0Iff3};Kev8{y&M5faRLjQ)YSnT_K6YYq2*q8RO7)GMiT^B5h95Y>X)p)i?=dVykI!RhqF3+(>=R3g zHXK+k<^bd(cH~@`d|>rF^U zB^%?#2FHBOD1Qd9oHw+k73BqNW#b?Z&E-ck%Mr?xoWpj(j%Mm5*dt4c&=gx60e#ou zzp*Ln_e6`%8;BOj2zT)ApIMoD415T)CyRM8dBa`y&x0+CWD{0=Xgyf2ZlPgJSOUBS zcN|HJ0^=>#p*Xl~hA?k1^bz zcPF|b3H5@iyUV{#6X*z#^kRT~9b`4Gt+q;7Mx-$mrZ-xYhu@%>88lYB2akKg%w#&mYw9x|Z1ac4-5rBA27^ z6LP5zVG`#txIEzG#z)ZJW6skTlBulRF>y)Gr}TI5lYYJ1g>c zGAmW?<(EC<7=>FF^t`AKY?>VhHBhaTa`ozy8{2lc(qUjgxYyIHczf?DbHn{lgHF-0 z-}Z0{+m7@%&%Az@DRI_Dr~a z+O1PhU1?N{%L^=3xAMNU0%4yYT^$d0o8NwCIn5+(Qw`)RKMvtr&tzYOr?NH3$;*MF zA(d;&Edt~VuddBPDBNDOTANkz%+2?zR1epbwm{Q&>wK#)%?bF=Sn<`ilEw$8pNLI| znNBXp1RWXK^a(3!64hJm>2v`i%&)Op?qC4ez%IAm=;KzF5si9nh>tF^=tT|DpSs-9T@#nMk`JC>r5qH z`tXM{ha=RoH;r5r$0m@1pW-9)rDvKLXAkQnua$%^EL0Gdre*n-Hv8o5Zf^a+Di0x> zYA53e+n&EcqXRlorLPj^!i@6*=AYG^GVeEx?f-oGse}*Vakr4<)!&BU4%tVa9@$z{ zwXfuRhmGcyh0jvP_dn!`D1H8%SmXo8Jw*Jvv2ZK+l>6@TN1dPOoi`6V2kW?}XI6R@ zP5~hKIw8zcZSAh%|7nlz4Ia6n|CF9mu8|lDb58@NxF3~KPsv3Q%{R9_tkx(~H={EDoUTb(y=(Rhd=G)h z&iQdfD%5RxFVp1cONgHfYMxT?6BK)TxxF6IYABI1)`tv|J6F}(ZJKcln7U|2txOSu zE=gnkC!6WFi=>RhAs+d2RThPH|L9s_A}pCvw;Q(ogO8ICE^}A`U8uB={&sWQ1FmsC z*M&PaKkT;>XVY_*ouB_AjkABfQ5}jczq0K?f9UFzB9i}~Kre^ztn{(%H>>+G*-J51 zq3cubzxI8_x8&!OjGSBV{Qb!0N`dt~B$|<2FRx0%=ghp3;^Jzbx#{OWw7!R=og=Vc zyV}C&mNQR$#E-w2=q_U{N)j`)vJy5 z0nFM!(+Dwuss@aQ>WKdG3ccI4d~zVuOlXHWKn11>e>gyRTfX?T@}iP+2hXy1?KI`Z z)eA#;1>8CuDOvDS;B?Oi&5n>4h2cdM0SYv4}ItSm%>7gCToJcv){!Z<1@TaKZ=z#P0 zQv=Pmz;Xh$FTuS2^ozP;K769w(D{BhT)E_+rNi)ez$*iXB@b{V68LIZ9_e0qUhU;4 zWv~9x&Pjh=!}XKfaJ>RSuEw02;aeADNmHSfYwIGiC@*yK?_zMDUDQ(=Jr}AQgLONf zcix0pwbquCesZstj`+YIkxxJj5#N@A9O3alj=U@sUif6WP_@l?SR>FjuXg4j?@HK? zuDO+4MxL&sWPD5IvHoxsC#gP;J__j#-c~*we{=_6TB;oluA1uP@)#5`l`?K`^6^-} zonWcor|}=^%D&p*l%f9mrO5jZhER#~8`so>Ae>_Kg%MG5z-t4#_W*EHk&sz5_&`A7 z6DWwXuw){|Gr2>VB^AQi09I>;-R-XN-4ACR0x5ZjM(2`$D_6VhL>&Wi9`YC?vLuvn z$O=LcG09?xx@$s*Tjjp4=sc0dgb#Qm7W0z#jJ-UZJfX}g5#a2ELMmUHCeJAI+_>P7 zqWA;mY@w15^)M*iPWyq!w>bPzgiH=Zy?OkO!~a5INVyzPjmC$Uk#c$Q7?{v?L+Qlk zm$&@|&od73qZHzQ85{|rHOICLM;_r8%Kei+Je3+G+LYnm5@zJ}!8J#7;FCD}7wl^bU^@lwdT$;)n9G zK{6Jj^P!5cUDM#qX4~U6EepzpLro1J1a9Bk>V#E&5}ac^UGMf8^uRNDNqSzNnN0*y za!`_<3)wM4dElfzD80`fR0I2j1nm^po`j<33r#Cb`^N-1Q9Lsd?A;5A)?2}8A(b)D zz!Ah>1I{<4-Bg=vM9-dN)*chnFHDcuuLb=p*?3nfWqq2=Cg3xDWcfo(f9%+9$YXlK zN^9Mnrk!@+X%QVhw(i^gs&h-QIa$+drc=k(eNI;w69JLZcSh50*A)&whEA`F>$@v; zoh#rCPw@emI_H+szYT41SgsgWIU=p80bs!}9{UBb&u%1dETuAUMyB_Ex3~ii|1qOq zyB!${%!3p*1@fhWgk)zxh;^?x2yHIlDku{+*8*n9W-eI zb>E%GQt?R0TZ;vTjK*;rS9PSx4mA48Z|tYHc`DOycF9EE3*9jq5G_z2_B5yXzzMw* zy=e#CV+DdP-4Ch$tc7_1zntUxb^~ANE#Lml2ota!T9F^@<2x{o0Qq+=J`Ab;q*crk zPelcjPdwYTWA+h8^~7u<*vI$&jGpc9wD6(4a&V)cod>)1^naU@amB8+;nM`)1_Bh) zsF@CswD+?Mz=@y|YbBC=obGTcwM4zcFRcX$+bow_XWAxK@0Zw8gnsY5Q9efO2 zd1+^lc5n$OfzJGJ2V1`oE6UBmlfCUG$1Zr@6!bKR(Pu>xe{%Ej%=c2j=p~VTb~Q-E zl_fL&;Ph`oCK?>R-(@cLnd4rur~n-KrMg=G0xgSABaSSU&q7EZXn-`&MVfdg{2QES z)zn++a5iRG&u@QWm~Kev%)4IBBVQV2o5(w=v@t84I zXg^sKB-_C*CLcy5GWBVwZf5g|`G$%y*7s%*U`vaSp!WIS&Dt@>O83X+ux_L;y4rZ5 zW=3G&maY*MM1M-shK%&TLxL7S&|{g5bO;_9fzi&O!shYXTIL(Q*ebCj3c@7V)ny;5 zFgqxXb+YPvu!dZgVDVY0r~c2yqs5cpDF+j`ni90-7wRQdsUH+!`@B*PqOtrRUPpk% zNyT!U*0<+aWT^gmh3o;XU)qixvC{QbGpa}W zisoibnUEpUWOlJy2v(b*uvPQhb6SM37vLRjdZN0cxYL=r^h_M?YoT#X`>grPn?Rb4 z5)wNt2}0$wDhA#|^%BRruB}<0pF+I>!vCqIoeuIK_`vokQ3wI-@KgBqZDt*)yay^h zP~DVM#Di};AEIy5rsX3@jy*Cv*1kE_0* zvqL#^Y9I^aZ$~bHZD!DW%a*=7i?DVKH(e%8&FB~InT31TQuBWDinEK;iNd#!;%0P@ zSZzT~x#R~qd$&UbKj$&UJ_qeXPw(BtFm($j+UNNHOAMRE@UX%ka@PLBM>-k~ASO<> zBFEnv{$ETEgH8RbTP^;A4x1(NMCqp}l(!Z<_8dQKu2}=U~k%aNex&QydMDl`708>PO1`7 z5P*BmGb_DbQx(y+1NJ7m*hG_yxC5)>QQC$143> z0Zv&mRM>~13a@VLJp`5C00JtrPO@pZVj#_~p}<+p6@m-<;UqY2hNq&Uzf?~bB2WWh zS6Gr^B;hO%N*5iRMzT^)dmGdOmrA<&A*c$of_q2{S8Stc#xxK|APB$ONqs;$nzZOe z#Q9DKRYA?L_-Jau4$>#lrh&omW9({-+n5ePbNnO`Cxad!S&eBE0svuZ9NdB{7J?hh z`(`et2P*I1StS-GWYbkXN%bZ>2sQRs7*Zq3!RC;)4_U^PTRHTO4A~c4>IzkP(lwv{ ziGO(VLeMM89H;i!dnROJJw};mAruvu(ThJ%-ow8O{WNIM^(}oB?r}W>y3BDpVrLuv{V0mFN+mjC;nU((t~J8tMp+{uo0p zu=LfhOkDFYh{=@A_Ezr-jIK^GPnraW;YAYsT7>50md1Fgtul5~mh-g1bt9qGfV&-T8ZYM&+0yQy1_?*DV8 z4nw|;AgKIU+EcDdWG&IZR9IB!1)l8&y&E1}rBm#U`;|6`HGN48e(;>G#lMT7OOUN{ zcVdtU-Bg=HSXYN&egq*bxGEyrr?^n74vl5DE*-o&s4Iu6I=H}Gm{p!^|9X_H?&RMZ zd$h~rA;v8RLQT$tP%+MJpMGV|h|y>+&oRnX$WK7t0u{|{zR-_VMOPKFf+)*R@mo;` z>aVj^o?-Kn5riu!;74zsS;x7Syn#SAkHsL6Pp}cu{mQ)n4~-pM-oHjN%~-E0s46YT zyPKM)P7@(ZEDRo?m@ z9VShuo}@)va`;6~yhG?n6|F+7IpA@R*vTuwC6ns%oUD9CV@Q2%&URC>Rj+z0X0Z+HaBk7*IUW97G99WiB6{q_=ukotT>xQVQv@_*YU6jmC0_%!k#9 z*k+t>U#?apd~7+Q`fDPFtZU^f##v?~&_c;L40#^{8Gvmo3!Dv5t*fkjZwKC>XBg#5 zq~kIwnw8`**t?e4yX+D@c^eJWZA)O&JYgaU2&#j2n2N9^=#j zQ2P?`gK`|h;ykgW8drQum+%o^)=9zSSz~{aXtkiE0=oqTvF)J}SnfHv$Or;5h7lw= z(cUs6!?tqJPQ4CUbwHO85zt)-siZ7j9T|ddY*3Xb7P$o<2k)Um%OPwfYfz&^AU zWBJoDa^hEXVN~TymlsT?S~RJzmYmq&k3Gp=danImMu$Rk*@RP{cD?B2^zCXxcP6WejQMWA6 zU8UT*c-fX#*E14N=f9a(A(EBE>{&W$rV?qbuB}g3bx6!BoJLV~`KJrjYc_it()XB1 z3w7RmP!qx&6s&0u-0<0eAZXsEgFjeet0I4K-Ric%nd5)lvESGzaic>xFXV8}bXU)o zN>|pptq95J)cNA^^*6)LI?8%J@xpGCj%cX~QN-21Qwxvv9?r^p1=M>k8u{9&uYDH& zE-UxSjTnA4kv~}q>7Zh#kmqdKv?YnM-#@RBbi?(Qq1@4R&YBm+KwHfEd(PiYWyi`VU2h*(#cz3V@T+&Kw5Q*? zV`}z)vgjF*S$KLWd^6ONi{^3PeP{N;SjG7dun{swhl=NtUskx5w;fbKEwrSxmQHHV zmg`1gBVx1eKL4z+=i<>K^N-R$Q*%6jSrVSfGOoev%TaZr?MSl!R;LHknG{V z@i*Ih3bG{kMEU9nhVSpJZ|u)eB!|pyvu6;MG+hpFXoJNbG9G?#vqBM;dAp_P1_+nG zWxcWXYl~3Vd(pjlhwfv~yr#$t)FkL5yzGrSOXRk>9nMer^q8{EKBZBD$()I0+PxjG zSKj`^FFy2Vf>4BdR{~N7h|Cr=H6_HtP3+g{vK)quSBEJ|{}%!I@tTXY#l6{bkFe=K z)ni8+XB#m$D@1|>hU3*IPFSfm9*Nz*qPXrwqZB*nXXCe)=85<5m$(+1NvrQyc+tN8 znGM${jGHJL(G>YKxlw{=M>M8Ws`JRlsK(TFf}VbF-`%n{iv<$4Ih`f1r6J3I`V~?e z->M$zxbyJVHj5FGVf6X$(T}^O>M(h?D@0zj3FxqPybe!s#?vRhl8Zl+ZBTau${+Zx0XSD3iOB4 z;$P9k^C0R8hTNa@>F(EC4+n7;NBafaO~cwvUo<9V-96><2ckNUjT~v5r5O|5cv8KP zg0aTbYUbJR%;;`z<49HmtleD024fLF{lt$UL^Kh1xi*~ zc)!sj&=UlP7mTHMH1X_1_c3l|l>5~9hGtXlbNpJ`?J^tH5^iQ=zYakFQY{42Cm63t z&C|zAK5`n%wY&2s6jTp%1gU>1yz*7jZKT;L(fMJG?GRzq*y^L`C@*-H8oywl_#-mx_r$S5&8DC{DQ$fl05dTQG59! zmrdzvHO@FM^^MYT1Fh*|M;mQb4q0F>I`51+pK3d#ylwz4GJyZL_R)eTGX<0MDphpGYR}ZwPdBY|X_s~IRGXzA{7RON3v1(Wns*-q%XiT8cfcM0o#?JM1POMkob!z+IHFw5e!R38t}dw0bi#k%M^zYUK)6xtoT z?aVoquBimTekH@_#`TOW%H|1Md!zNEYU_9JNqTj{CG0Hvvb8|S&d3#Lpd2E=2vjP(I;rO? zY;oN$JZLSy{RM?h4~L%=#+HLe0Sv0nY>K;hsDMi}#!3{h6+}~;d5kBNY<@YtKMjV@ zkk}!)Uz{6u+NILBA0D^GC#eJxUEdyB9eQ_IuYv)hO2Du;_RyN#h&M#!ik^)JZS+XA z4Tom91~G^B)E0-{;Bq~z{bJ481qRSS;vs*OUlInF+E&5^-i#huY}~X^=KeoRL{@ogALWG%Qg94%-iNZ8GcGjB|Qf z@(jQJXycCA)2{{|$?mKd;uwksw|Sq9&7k-eYV1b6KI12?6CXMrsZ*tDyHGn{oHA0w zY9?uA)7qKg*LE( z4+Ap6;)LKYvU<5HP%}fj5-pO2awGEFa6ZsbUUQ*YD23%v&?(FGm@eUz#k4tLu9~ax zn-lcvNx0u~V*k>QAHpRoYpLy4ue=!s6*p)!TdA_Avju&akEg0!g`1v*Gmp8Lmjz9D6f+Jyh}1f zD-(8+ZM9vC6=!{(aT=~?`_X1Q%0Nj^cT!+Y+t188@>ij1x4F>RVOSbN%Y$!LI(UaW z%guXqmPf1#Ee-HsY%g8Kw8qG(Sg4C(cS){753__rOBdalAFWpfbqGr(djCKa0Vu1j=J*|y7GtJ)9F z5hY;PwDqPn(TQQTZgYIAN2gksmgb54P<$9*iqo!AmR!Xd0Gc%dDU2%XkRTgQH3e76 zfHahUMejpTR3J4$3)F4Uf}>uwNmR@820D7a#+riF&aUv8jGDz|N8iLy25MKJ^1)@{J-Kokvib?SB_wAmiFbpOu3_sp7pr|Hy@{vpX=a11qQgx zilk)UE`bqcptq-cwrd@xOJKn5`m%U_3i2;YDeMuxnrG&>OCKNQ$?ibrqWLeIx7(B7 z3WFUQG>z{wEL;NZfz|}ytWzobn47Qo>2|1T*eZdXaqE0yzlA8vxDi`uy$cuW zGm|5P0$w;66Q`{^Ch+A1Hg-ofaC8>>{Uf4?>-3(`=lZA4&# z8ObzvEubB|wR$QJ7%Uo8oCRD*iOf&!!C$IjhuIDa<}Wu+{;?1Z+62z=HTLH-AXQx* zh=+7c6kcTqe~BQh;a?|c{<4?~>}Bs9CMX>yCclHE6^@61@i1vli~f@zEkRC%dcM4? zG;a&zcq5uhH+YGd0Jy9xjp)H8VwY2tCd9XiEUCMTnPiEbTErcn5I9p(^Wuto&uPXv zxZVybCHFh6toK9t&R{6H1x-0v{MLlwVL2Muc2c6N9 z4g17XlPyGAs_ItGhHW^*iedCrVm0Z(hLH8yu({WrIyv2yd0g`!)oF9etbFw$b4-y* zF(ysmmj;Mv9Hltx8oaoCfX_AWghzO(9_m8d*W#>%J1_P>*yR4ZdHaOwuY^eB7kBR4 z3{c;0g1*1bN>@!1CXNqcX1%|Gpd4e32E+Hl&k*A9CLa-VBw48|oL`%t<^){a+Rl4^ zhVz4S^@iz$lnY|dCXVyDYEjHMpR-t=@qqZKKqqN!$^@1z8);zgk6#WfVt!nlb-wZL>>H4| z&$WU|2bj-5d@XK`XGz+tRTgaas}~N&!G=-FlFs7IcOe@zP%#F4uU{mAV}DaFC{2C^ zYCLXo)to&CsX1fP45?8R25Lwa;C!L9Eo(++?e1OR*l_!cn4e&^a2uEH1?k?R$4sN9w8Qc|LbySfw>=@x}JNj?8P$TUxMMZ)Gpqj_Ygy z&dYrIEB@AAzSbtkq$w_82weHY4~M?p8oe6;+n4`hJMj3cwF37g4E#c~eQT+Y8h~e0 z=WVrzPc;?STqb=1w!tz$Rgm*}=6;ue;PXO(=jdthIs|}ZX-hw-gq`mjxdg;suvNL7 z$8UH5oebXP`BkCBsSx1%(w_i1*vJovk-%*V0k(@->Z*A<^2*&F5{I`drFK4?cwt;} z8F=HE6&DKUM*ln^y)Zro8-jZ*KkEG}wx-Hm{f+F7{J8~7wm%pS0$g76mcS=L2jq6! zew#`D7PDfLWi^!qn!{~E`~f)Gz4wJ9qy4QubUb-mqOQ}5UGc=>Gn{Xwvt_Ci8^F&7 zt^M#Ze*HV)H3up$J;w@7a)C7t*fN)#SBkBkqm6id;9;pZYs%voUth@bEavr69sl!3 zzJI`b&TaRVRstq&@9;l3ep35Z`l(M4cyb~0#6&H1Ww(GY9@NME8m+K$Z*Dtfw&a5> zTPwxdt%NQAvF65#HRv$qKe6wHLz&xdVpZ_HLP9s^_*`0qPdHif&7O6KehkaPeOoUN zh={Gr&0>X5tlK{;D7^ZzIciX=Zmo7rDEN{izqaS|n*!dW4fJfS+-h+dDa&t^x;0t0 z3ZTAM8-ob9JN`JO%pHS)QOo z%8y3yu#HQ%fB$QdZtmb;G*<=h`x1U(0s=YjU|Nj7Xnjx8?1WwpR9D}aY4+uU=kaC4?+fl z;U%uFNE{7tvJomOI?mUsfKi=rDTcOlwit4pH)vc}VKdl5`iKAhUw)7!fS?7=bbw@M znUksixgKj+QJdwK*SexL&riRsi41xOvIfKMfGh|C<5OIAXAA+DKM50V!h+SFND0Pb zT{|T&jcy3+$^)x457b!!EO1khXpq|>4-5+-K|8P@WWz%F9ydS_fTbbQ{!WpgaDu$u z8An;4C#asSSvzUMpg_(}4_a8tqyE1Tk;*GFYh*Yb(a2F4V>R|vZN58;43@hpvF8Z` zV8w~M;+4bV1H>7r4Pg0euyutniQ_E)zo>%HW01uEqSu9avHt@<$r`L?7}th?B{jnR z?bD)^)O&*i47v?V6K!caq%OkipO|>WJw28@w}p{pB1{Gyud;)?;6@W308DKZkQiZ^ z#m8`|t)`gHkS2WuB?SH3IOk&D`a8M#hvE3G zwnx1=@B3XXK?u`OXoVSP+FlG}V~w!^1KaD%>JxBwav9pvP5mCU(*;!1a0$z}b{`O} z0J0+ZXRxO+ic7_5)A#4)*!#NC!{kR(2(q*K4x~0leF8&J$0G=x!u)AU$|CxQTK9Te z>pcACC+x|1yX!fv*bJ6p`@lc*A}dL;=o;#KDE2M&)k)K+w*^nA-v#5_{&a6wFWph3 zUvW}x8y`iLxF+gll$rgmpRXZraBvo>y`WiHD((>@nac1nUG=Wu$+)o>h~^aV z#wAgNaNU^e!ZtW(rdAqzt`h(<;$oy1rBeL{KORvUKE7T(;q{1z=UX-4!QPX!=e%Pc|{ka{4a_H zg7J1;x!A)4-_n0WHx``+YNE+juPDk0^El*~NYc@wDR)Syyq%!IkMj| z-rTZY94PD>1H-8w-2ET=n$rAk83q!sJk;Mj+c~S2a)JM4E^N22et;w>7nRVxm6YwO z{WwJeP}7?Sl>V$AH(65=t7{(e<{Bno*ygqYpc*fPv^s$K5&~SCTnPE>bax`w?cLyx zS+%PMimUVRU>;_-!B4vK^(-_x?6?4~zooA_%R%V=IsT}+Z)~+ti7Xf!WrbGvb+Lt{ z@AbE02#e~R%?GXNei*J4;uEX1+MiKFg{sWVdH}0O;7u7(RCI;G`jOUw#5eF5|xpj&9XT zY?+qf)KIV(6cJN7-<{a9T?R2OP|za`9zo~a_tj4cMT?te11HHZhION{`BjI8Y4P~= z%^(#r(=G>jiTwxcqXoM5p!M0{n5RPa1(0aCIqz!lItFkgC4kh(RCret@G+5?2Z$h( zGV9Gx!anqLE|yy*Jm6NrzC&hCJ&eF4gGu*~hxYcJ@IdckZ{4`|1jd?^zLH)td}wlz zOqwEPqb1XGo7M|i`DbV^*>0#HinZqhu2dCEzsoQm+O>gs*V#M3@)En(-`Y2;-e3o{ z__LxmWf7UyiUt-+iYdCSwMKbgSewIwPGl?a04bmz%N(T_l+ zHPaS<5^4@lO;73*+0kck%}0}5tJu#&CL3Api##oly4s2k)+4p@T0v#F+wsL@i>sKl zZuF$~M=fAhK2?8W*-$y71sn)PNZtew{fg{Zl-WZ5jAsp=kG{wLVX zc@55Pzzue$)N;)U7jM`T-gi1#cC_gW!(VIcaT))G~92p6FgAByA%SRA+4rIGrC^D z`GtrJA0}u~e0jxg%a@o23TzW!;LS4e>tB3J{eh31;U6Hsm^~nc09%znMxA(uTd*0^ zkjDixIYwY%SGX`0>=oQqoT0@z?m!0R%SZKJCfqBcKH`qz2EoI8?$~}fK6ngd4r){W zBQ)&9H45uqD{eBR3fvZ{hCGO4zWv~qlSc<&9OzY`d31z1gv@h zZEbFXq5RtFlaKHRnT&v>D6=)$$FA-mKeBtM5z#InI ze7OSbJ;R8Ia^-13=o2DxEc=d74^Y5ApuScwU@(hBGuP3X*|Jd8V_W4VSrIh%65fp~ zmu8GD8~WCW=CTU4KVq&6GR9^g@+1mnjcDKpAK=89FiDV{vqbk8%8Q;^J|HBAz|LT9 zNP{0W+lI@T{Iqftc!bB5j*WM`rj{Ww4mm-f@5%>8$hb=(AfL;hXl(bjS^g&olH;3r z@Ha*0l@AP&anEGC$qAAp8Rg1&A!Trm_l(#O7#HyL>39oYli~b`0Z%XxL}!^vU_Xg4 zEqE#qut>|PWymc-s87)I13rHm-og>#z;u1zsj9q9ICIdNa0sOlEX2MAj;! zN^a$}O=h@l?ewTIZ|6=joR!)S-ny#Pqrrxhy>s&iRW%f{96O@5prJI=geM2v%4r00 zz2+Xr50FBU&@^HGVCYpPOBIwCG&LbsJQuA!%R1Fa*z9#R?z=}#(FQ~m!|ACxDl5TU zrqmV@#g)mF0oE%3>*=jV9=~u29?y44TFY=0hYd7loX%;Ovh;}q@iN2sz z{gk5?rq=?$T(&3Quc?Q<@NtCS%Yx9}sMUWwK78v_Q7}LNZz)Br33zBg@;jHgP{DOx z!VW&_yCuP(Vo`5!czX)>UjzmZ0zy%~A;2vJ{Q7R-!?UB`E`|G(1%s6HA+%fnUbjF$ zFGxV7yC$&K}YH?^uH;l%+MBqUyhvGLM&|6=qS@q&=eQPwtIZr9d zVAmdKOuq9LOZI254HtYWl@Z8-a{RQ?YztFx#7+_+?vyU6nl7f3Ro)pmAh8tj$Q*9! zwE1*4y?XzGsJl*XIjmCHrT`gYS2UwLC+pXM;%m0P^7TxguZikNn?i@madj=9SVxOw2z*gnxuuR=}$_{9^~r6?~<2W*;o`*YEEx zTtS~GSGDwo2f!+>V`u4g;Hw*Wo?*Of6Vi7BV%Dp&hNsKYJEOrjSIlh=(;8#~u?bfg41$3B$Tc)jMgFWWPWRhx8GNdvdp^Umoy zEcM1kAN3@Yi?&9-z96?VPnA)(1FHppUNf}%f~zGPY`oJS7v#4u{k)fb7dRfd*G>dw z#K4|E+y)TeN1;uMH|29J%akf+5%Xv6cZdi!_ODt(`M25PV`q#7M_cEwOp7+0RY;Kx zh)4Kkv1*Tr=+jPQ-@6An;iMGoZrY3`fbfwNs_5|Ubyf->{6kH0IpXf7``^!k_zzj-9dY{n8Fa(bF8MtTL) zRE{Xm>4U|XML}<$W@D)oNzFYV{A5(F+dyGmdOTNQeo{Qd1@?*8xgyL72VRM<4oFvr z&=g^l&G*v%d4&IZb=4%vMbLxp!Iy(AJI(^I#hpXQ@q7|d=9edAoe57UM-yrqvSG;~ zv#u!76Ji}TIZ+Gz>~*y!wcjhgJ8k9E0N4NTTaL4!0bwHZhH7x%IW&G$@@eU_W-aj~ zeLM^-5?Np7SIZh*irgc|$MiFPb(GjU+HMzpMvvVn+L1(cMw9YS?%n~<`}uiv;qGSp z-8(o#Lbuu|y=&LxveG`LyBL%HVNv~@^}^+c#(|9@Uz_fve$ddh;sgH#zu;}=?OVoW zo<|9e3~wL&)uo=k$W^AGe8#?IKTZn}=~P&mebv#lUb(coO;19CDr|nI#B2AF;gC>d zd`PUKQ@NLz;Yog~x(%jrU0tCBv{WVSX6(Nwh-)8bMCg{0|HUd#OSw(^Fu2BIM-TO` zWib3!R;5Ur%RVFX)c5+`QMw(h2{eW>BxzuevX|BkCgJcm22)qQO?N{UD`=TD$dq89 zwm|C;EYu>ij<$c6eu*20KyJmsUm`pGJ7U*DO2r^py8c1B zAcCQ7bZ*d*UW;%KmJdo_V_t=1L70ndBgTo%Su8dK!W@)i7hM7Wk0ty!fO*9)xE4fU zBoN>Tv>!@{nsWkLa$#OlMwbAWmEDP+r13~B5hh70mQ>i?n80)a700k;$9Ae`wdDmc z>l)@88bs0$IRyV`g)6nYDJw-ieCMV_9)U@A`${T|G_o{XnDldHe!*{dxU|vgjC&%` zvrB1fBDjbwuT7x3IHe#9VhUm%<#g)W=797?mww7+jl6P{xW6M8?Mf!$jV zo79z;X?*J#U@c{?meGoj;eP?T83QdAB^{r!**);UDI0`%IC}p4Hs(QpJ?m@zQ359~ zVlM0WxLi`Gr2-0m=>n)bMp?fKXZqr|{vioET-Q74- zAEj#d4QQ)_V7sEsbIAI(dKlC%&uKttm4Xe%p{V-yIgMJa2gz#};u)Q{L(k(|J$mq! zXTn0BiGE*#vusoyS~mRg8ZyG;#v^gR(~LOXE~xaR?z31z(x=|i#JGxk6Eo-VM3Elg zHCP~L?o#Gs+R3BrTO4UNn$%5?u`dOkjr@CF14h9S@_s&PbG0RU$CE@bE0TP3h-jC{ z;iA(P2nwBQ%Yp$n&quv zYdQq?iNhaR{#=@(3I;P&-+uv_-1# zvNa^kmmR}sbqp<#=p_15A2F+E(ns1?+3(M4B@^MoXmp&%ll}bm`yC_6B)D+DVd|f) z0Co<79U$Y(W`3UfOZxpj3hjLWI3$1*jzt(uh&ilO+M|Cv{HJpHR#*iHPqG26fnb+9 zKL!RS=kpFban?>{h)yT1d`!%)pn@hI#@NQXgD zCYHvfSEe!Rk3%skxmkal>A3q)=nH`Qbfp^bfbju(cJZsDFb6<^P#Ie_Cw%VUKLXBb z6bKXyi7RfB4>=S*{Kt|{y-ok9=*|7t+RVinAPsg#AWT&x@drl#f$Cp&2TW@4E}dr$bah?e0No~!Rkc9IzLvNCPe_8 zgLapm8mhQ;ma*OY`juOShyJY`9(MEt^8--F{0LZwRw#F7)&HUjazC%Ax30=FIk4a5 zzJc%Rq^Ep|1PV4f+PXdkc=18i3vIp3?S7&E;YeA0z#YG&X+Bc%bK;P<*6j zvug3c2QBWd{fp*eF!J7g8>ETaU=w`XbdHuVw3+{+xykFvw}&?L$#+lJ zZ1ql^RnVY(kGgDz z;t$M?gA3F1c7XC>$ggiGQWsW}#Em{UzPx?@UHz|-NJw?@{fKARtwzd(*hcdbvQ-{J z1=~IFK5Qdg!kQ0~4X4vRRDO1KH!v*vVA`V_7{AK-h(d&4V3cuH=hB=Ly5*_?P@x8_!JD{{oCMsR6rKR~jL}d@o;L^xzM* zHoE5Mp1|z!>(1q05Bh4lQQm}kqr_KtBiQ*`SGdh|?LmY&(m0~W zvD9^cs)NeBQ32Tc%AZPoVUXwbzQ9^yIkZ!acc@D+P% zBPFTYfUGYh#_wjfMq3_uH_kr^tG3!rgFJQj*RB`*CA^D70y%amOBS1UV9&mXi$m)X zoO59N_UpA(sEKYQj;gp90>%*Tvhl!R$GmHhCo-x z_oNNGQ9FQNF_2OYfi@q6K$TH+2=wVkF6f?nYbs8~72C3=T=%}yA2>+;?7j&--axiF z8^V(B{=H==(uBo+CivBjnz_7#{mUQA;3D~(#G%O*NY;Ll$ApoCT=$=E-tM=o(Pdd< zX#HV%zeto@VN5OXDRx9N_7`Ii1B$OWk3pWfvr?NjnDPPF8WmbI)#o2ld{YC5 zjc60#4+P7nz*+S#N1dqk_~!FI^quIvLGdcPbzgq^I-@%Rt40Dx*;){_2{196?(^51 z>w$SH5Kd6pJa89y3IRNDfN2XQ;Df)yL(ox-V$z`-f1qnq5&gkVxi z`7mmc?cBay90jb|F&wES|DYVk6qr@C+gl9+;vl62Fr#StTW-3MW0L(9_<;bA@>b41 z2z)JQ-&%JJnBFo4sHyit31r&GKZ>1xbOqKa-2kMS&fB0lSAy=$J?t9b=fdYnQ+}ik zE{U_jE;8obO4E7+-}_`!MvUGFse8Ew_-1Gekfbd!k9arO2BZq6_{y_R?Vu+9Q7Z(F zudVD+6NowQR^8o3MsM1;xIZFj;FAgt^{AqfOjv1LYL^S^g91fgf!z*iWk37n1mo&4 zVHj4o5ITkzy<>vBoEX3+kR8k8ga(oco)O<#BuG<-EK%EDj|GpII2#;m8mK8yJ^+>; zwpM8kD)T)-zghndj04BDG0P%oa2~2?E3*Yw$-o1`67bf|+e}A6?k_Gg_RYM8(-1k0 z9)o~nv03X=z_OJVSrQE?!v1+&OF=@iH6mwNy;Q_ha6Pirxb`tavj6d?Tyst8R`~7#H`<(MS=ec+0KHKY@XL)3_2oTX1QCG0@(*9lFu=}6u?*H&_Rx4${{a5SO{M#+(P~Y$aTubwXBV4h2I$tmr7_DpItsaGoeqpSKHT$-OUf`ivB7Z zY`~BltXS#jaJ58P0|v3V$W+j@-G?Xi@P55757s0WZAz6xDwJ&>R7EF^YX=*^aPyvO z(S6Mk=?_{^l0{W-vor^XzQ&?Fa;}T6=HWVrw2petwUi ze2|qG|KpqZ21~u4xqJl`|LOHRPJV&qq?g{ec)E^!vyJq0ZhG3-9f(8A(E%}_k6467E+1FT!RuVd%RI7s>ww^C&x_ubNB52C*G#nH~ z!>V7k#+U6;NzkAyD!Z&TM24atQtQbZjTmT|palf?Mpi1m@DB$BM{wpwkBPBHq%(@ zIo~+sGmEE&V_}?+@t1=gxh8(gbfPUh+s_igF07y5`7H}PH-S|rpF|2~a)f*5nDn*$ ztz7tI^%g{RPBYb;Ge;;4!+?v{`B)rG2_#L|&(pIrMAJO47$L9G1KMMXvObNnsoy0h zox$$#)1%JfOB)Fv1^fjt-c}sDTw~~$UFEAd{QH3U{V%lbUuknQVvh~eyIT1V+X)Yy zT+d^hrQVZ4_Mb0pn48-a6xp7NDx6<768cgHC+7P(DpHA5?5?7)%o4Sqe4Bu?D)1Nz zK9eb0!&@6|q@VD8_eXo;eLaLZy)!9(TKQi|uCzfQ=1eB(5DJ-iJhp3C`@~UBZ-g6$ z>^k!k_f97BE?fr={3S}WRl4SY+0`Zs?x_?l)up)d9WaFf7jh1I#`07m!E7I~Vx3=_iku zy0g?qmjm(qi<#tkE)Kf~=1@#;^S_0s*%`-(32&bU4Kc1aa|31YlGJ}%3fXcB+w3)Q z(sKwGyggyHL}onk7Vtu^){R@-6|`<39RNb+zUt3Bio>oiH_EESC6zp|{I6o@@O6&9 z5U@mBqUFjsW_AJp(bC-I)6w0_>*+S{_yy7uH`FTqg+L~IHvbUbvjz`i{)5=yss;^O z1B^>xHE(&qX@eP1D~;R7H~j}N@RiS+NII&!OxA+>VIfOyn?;G7RE^XVQo>sEVCV=w zf00lmTnJduott9DeG!cl7Z00km_6Wk7a^G-Mc93hJv$$7yiBiPA#!ja1Yh(@;PY(3QrNCmlY=43wUX6Az;RhD1e_s25AHv` zfcVK!?Jk=J$B><0jwbPBb{UuGm#Xg2uVJtn`k(|o?aVb51AFX?z&Fl{(_TsuiHH@u zrulL0>0Da|3vm@^+ATA@xKqaQ)>I>1fRPRRW}H%nqR|b8l`@uidNHO>ugPfdLKD+pl(K#Oc={Y@YzW#!to$6w9tJAE$fYgp5v*S(Ag4F z0*(9pU-kcw$|dphEP8BidHfJe7-1@01pzCyI*-bxLHC#GZ z<)M=Xf|qm+k;p=;@~YbsavtvtQh511q+?%Isog>16C-ZlzitO{e|P!e?w!{>5^Iof z$}V9D_Cp#2ko#v8%D%)Q;hmG^Ia$~D zZc+`^dh^3xCHLXQqbj~`9)c}A9(Tx{hnh}<*%hK-;D|hL_NbY$N(`;!`kv-ZUIHQc z_cvHL#vOdO?WxD9tUil2F!|voKp)*v79TDE01%96!t?c|Nb1Ye;SAi}lD2B4h`Q3tXZC+SSN&l{2znhBuCRBJ!#%eDWN`CpaC;^7dXhq- zX7i@4!eG$TGWhf6g1Hsq+<_)d=_mWm5wkeeBWX={gfTx3tb+}ry_25j<#3jagjORH_c71&+_?ea?JQHHO0PZ1%1d_-x#$Fmx$5w(#m?M{FD9ah-aK?ZRS5P%_A9b zjf71ahGeTbJ-U$e*8%rO4scEH$78;4sS3R7aTe`)UJCmf@y&fvEGbaW$$p=epXex|Ynwy@S)6T*ZYv+i*fiv-aMn`IXh5o$eS#1+4 zz#((z+H&KD-tXjDq;uP3;8D-sSA^3{d5341Kd<#F7kS+(9n&o#&uG7Itr>owS~{%^ zY4Wb;HZ4-Sk=dw9{Z26~mwwd;t2E07j4bwt@=o zk$$T{Aps~pWBaD0cMUCaf5!IB@_OscnF3gQxX5U#{S|s`WMd#VOzd&N_un%EcL0TMxRaddU-PHAwjqr8id2tgk(KGdt()cA+1!AU@_g1hYWFHC+0?5{u8D6 zN?1Bj#o-1&qZ&SXb{>GKJ^{$kqLyRVM*f7*fM9XSvdF5wI8d8y}w) zn{(298y9?eQo^78||4`>3kT&G`E&)pIbIY?X2O2QP+m> zO)X0ZV#i~Pe?NJCW=TnY?vGoCyU9J`Lm?Q^(L?-$<`%9Ga={Ng;*?v5G9`Gly* zJtW2v97yYX$G>m@7Of*g_F-W;+r2qtZVO9kpjs`6puq0~dIFWm_G)68Or$1em&{Lc z?gJni8f&h71F@Cx+gT>iQtaF}^)D821y_PQwz$ngs3-q3tI-{+{k~8?U-n)!Wx)j@ zRE{0ijBKp~HmbY6oY8N0*4Z?ue(_MwLX-I8BT%Croc&fKUJ#%0_3dvLGbLHg12L43 zS!)o@`x{=?(cd3mZiwj83gbz?I}*l0#+t1(oV(|i2tM{d_%#9BFu&umWjQu zfS?H$JT-~mKkB!4U-l^@A@_q`{j>c2nM1!m6#0hWp z?NZ~o7>Z47aQHu1lhz#7_A|D zaAZZ=P*Gnfgcn5%?Z|vWd7|6}&5^XO_p3-sYDym#&~(@5{psE_HT{EtGzbU-n+K}R ztq_+WM8Z|mm8MaxP$&&77eoi`GzLQNO3yUdK%CNcsrU_Sn+9pU=RI|ZcVG)s(U>%j zD4XFw#;Y^@J|g$wd$k7}?*Xyrb-Y5=>?f4lkx8ZAP9`vzM^Nk0$ZG=f8W{6^rCJEC zibUXIrU&A45SM@ybgIZsM9cUSE{^i)d8KGS)BW3q^6ruQ5CSI_hOVa}Jl$v^_^3RZ zCP3b)9a1+KQ4GwGeQD360iPP(U~goa@@JIZ24+ew(adf;@DGrfZ}PaZ25jU*^fjY_ z6$~7K|Knx=qv!v=`TtY$f7GkV6aQ;H?g0{mjkuI2SPR6bVw(1XkjsG&9*k?i-s-fw zA+ZV~vH#GDnY`+o^pU7;Qajvy6gxohpZ579#khHMfS^TimB&GJHmp}Yb+1T=H7xt6 zP4IOn=q@*18)UkU3;vDj7;QmVY&3waA*t^4rXx%Dlco6>H{pc4O5!)&^=R`?0bZ;4 zdf}xN@%PS&VK0Ux`3WI_mLO#ED%HrLqhiMipw5*R(7qBJF_Rf!kC^-#FVFTsPgr zifZLA+?lP}kv>&q*Ra=Ux421%er95q+3%d4vTS#lkV$VgDJ)-LrEt2EWd4OQ?^{VS zT%1oc*@`9-C~_5 zIDs*A2#iS=i+s(si0duXoj#QVhhwIrKZP@n(+i>}R$RkyIq7k%dQ0i9bchW@hx5=W5J+?EGxh#@m@Q^Ze78o{`z6#^?## z29=vgXv|MslJ`e~LeuvK6`sNHVT#FwH@y2!%?dGZTedNn7Sj7QMZY!I4*YVZR+K54 zdAxn{_i?m_FH;o2k_!i%>fEbhu{S2a#EhY63v#A*T1}$q`x)k7S}TyQdNF^vhF2nk zz4dvcb^>-jc4qdioYZj|<`5_5h<-~Wfe#7bX&R|_Y)VpodseKoI0#PtCjFj;Ja{oe zJ-c5ahncv>6I|zK-$o0a*IqXj;;ZNCIX}~u6Tf*VctS@19wv(=olwF+utB15{gl-- zwhI6tV#uzoXZL3~$PPk+D8^`rnD(qXH_1Qklh4|T!@b!sd@oJM5|WZp4kan$5_JMc z?j`8>aaxAhk9L2nsx?y-24PFp6yxedXxjiv*_I7$Q`ZXgb3W7Hr4$kC%T&&1`OeQ+ z&y5@-_pin10n_p3Jad44%X$X->o(1EmG-O~t-9Uc6ozrXG@G`Zg!mEB^XukVuff6|l!*q1!u}mpsXh+W>u$?&an?i3PahgFZh=C;mrhse1c>ne_D;gs3pRrxC}r-&3HfKEtid_7))++i-`D!i5zEd6vC`3l z=G}Hhtltp3$uSbSZ6;tWqlNnfC!6^%uxo{(C#Mc}5 zj`EzMem{sErjH}QSu^t)MXZ;Qr=pqL7MC*lT9EN^$r)H2s~RKzdEVHt-4KFUT5-d3 zq$PLsTLSmuiO@82(L60Z_-)y;UsEuU{$SB=4f#FM5*p1h%O2MuB(&d=vZ}V|HjW*4J4lvpS z^?ZhcX*&&pM@q?%-j|(l`rg$qIsS^Lm}b6NHMnnUWYtzlTy>5@W~^$vKV|J=e+d_! z3sG90^-%0YaM`wsRWS7}dR__>WkdIOsJ+5ryS}J>dR%oa2AL_haI2{mS#JrQ*B32o zgBj)9UyX>ozfEl0ja4Qhb0JT-vL5=L3@*!}BQxc;oGXsnCeow)GJNOd`rh({80RCm zePx2~3-hN8nxQXih;=FvT{R*~ATf`G5i>W7_nAqQ0rLgh-Z|;6aNOHtFl|rPQpxHY z%-S%@KOt~ldyp!e5xf1RT3MwyQ%x;CB^so)^_`O#CAW+bkl~5Wwj1Yd!Iw+CSq~4N z3O+5uNsjc^)lnNJ?fk_;j!~rC)3-oW`r38pJc)+@@c41tdbhMHHBP#sl?-TbV%v}z z`nR)~OHsaKtTuFkXc~ zycokDg?ahuG--0xFYq81_SK25HewKbcF-mNMAFxh@q<1&W?|Q3Na{s@Qg4p($(>)2 zjX$6gdiX9EWQcFm6G*Cwv3oR>GYMCvXhZi^&yynEsQMbbtgWl=l`6j;oD8{fhIaqt znILlrU;t?;<@sBaX7wC-!smJA#;>QUy7~K7!vS^dTd0Ow&b5BgUK|66{j%|!p-<^4 zi|Gy&Gr<$@Uby1dux7mv>ZW;b6hO{q9_8RbY-cF&UlHjdfi(pcy9?o(i!CNf8LB;c zzfiPXVahb0MLCb4JcQVVdO3kb5QtrHD&XFWh_AuEj$Xs^1G+GPH}=!h7KQNxM-_J5 zmHd7A<>%=34;~8FPw{e6m_)D3Knj0cLX8~>gk{VC-FLc+N^dehAAsLkW_&MK}`5KOnsWTqZ5AQ(>o)}eLZm0UjvL9IB7s0e zoPtRk(q-7oKE0uEeYen2y<%-gN4b|J3BqEg_k9ZZELUUvJnl zV8s!y%B7^!d{?kMP40MCRdKP`75tc?N4s#y<_x1 z)AlYDy%xxzZz&ZGW_jqDsMLKI1Dn^apc-M_-2#0^7)7e9CnFhy{qy}lMlUXj2T)_u zBee|rST&|f>131l8=+~;Si;$Obj^H@N8JMXf76cNT{nf#{vEL9LU|C+per8Vy3B6t zO4xAUEiOiWSUY)p6(7XEbqVIlzy>dbn%9YXM)r~IeEM9rJ3tZ|C)+7U$l!nop;g2( zP8G)=BU~&8mhOP=ODT0p$QL2V4LN0~?>ZtK8E0&GHWSutdBd~=n!1W?=FBx4d#;n^ zs99FV@wGtzjURC1eJ1y?TNrTw+dKF2=9YZvqfo=R&ut6TUXDc{Tfzin)<7(xh6Qv< z=@kWtj5S?ncyI*+BjBI*00Cpfa_d1VVU7y0$UdH4^2FoIbD{`j`9Qyf+%l-&D~(xnD^2`cxE#NvJj5Z!Dp3} zti~n0hy1*#gY^q$hJn4CS>z+Kw696Zl;HuUhfVpy@TbRf$)(nI%8ziTA(Jg@lOj3h z>iZZIOZ%<_J4w5I)owYm)D=G;bgNmRkYz8i`Vr9W(*P0O{?zmRv38mCQfqb{SyWfa zGEl7#19^Z)>Q0VPLujUf4)j(RNCVs@6){q2F-l!=Z!Uwza!!kUUyv|@vD#MI%CzVg zm6#?>%GFn28$hxMv#}KmR$}S?d=7l9fSdzUN7(JNAKhBx1a8e8F{(J-fVZ?yGyO~r zRfa#yO17~@`GQt}zq5N_u{chmG50<}wBc<*>%uEI!mlVg`&Fk2L$(C1b5W@t3Eovo@*r}xl#7cpRyE+WqAJQR%<1U6wY1-jPN5_Ps1<0OJ>Ue{xn;0P_BxuI zG@Gm<@Qq{c)AZut>A{hm3W^l;CN z5G+xXnn-s&Df|%vl?KYa!L!>1rMXZZlZb8^@Aro*uJS?hEyRluUc8*7=gNB-A_PQH z>2Tzh%PLcTb6(Fyi-X;q^nV@Z-N#L^@)@Ro+qu?f4bPwGA1YIjpgYvIEH7L3le~Ti zzBM55W+Qp^J#C>q0jp-$(%xK37&geT?;@ybAbm{pxse$#+YsFL++^);6`8pi8Z&rW zCk)LibiBIjEH>9(C(m9-ROsH@JB?Pnj^<_ic;)=n8DquoKl>yJRVBW79UP4}ecR@D zRs(9kozSl<9V`A?H9QuarSSWm?8RR5JfDqHCS`4_JuM#W0pB8plI-6Erz;#@=ll7R zRirY4p~|bkmEqgpGsMw)7Q7mtuQf$0uy*+Q4*(Fpc1NYnX8=C zcUp0hNAD7uatg5<8|*m%`Nwro@rYdn!E~K%BaEf!X`gpv^umsJxtOnNk z1H$4(-kvGzPPB)Qv8iUCkZQ(BpD=I-pEye zGsJpDp>xhyqbq&3od$th~zwVhc@b|Oq4 zRsQu(()~1g$!0slU3UG>yw25ds&t}`iqe=-TCa;a90mPsW`A)SD(k|cmvwmV57^2_ z6Kay1xy#a|SCluiy;9;UgD2JIkmfE(U(~$A+kJi12t0Rbt#e-`RM6QRx$?`eG}j|h zLtEB(<|d<%PG+PYsj_K~gym5kyKVJH6o0#%KyOACNerJvS%2$(g*^y8+b-1)2sn_I zpBfKODE=qr&$fE}PwZl0g1Je$5asi*wnJfW+<5YMvw}SA!=BPXZJTr{@ch#s9aV3_ zu;)CbeB4BI6y*rxvkqznG>#E$WnxlE_=-F-g=*cox+A^y^Cuc3-KnUG9Nk^&KD&M5 z2d{iFrVi6OA2w!`Vj?+#03#2GGIT~=i5NRi5m4~su10#q50jNi@|n9YYK?MAQ}by^ zXh5O?%X^Tr(?gc!4sjS4HG5r+ZjVfq<-v~0rKT%wQ@L^kJ5Bjs^UymgL);`%1O|Ii z6mW`mb3_4kV*66k z0Dy+#@u(@`&Bqn^>4@{=JEt4lmxO2Nk6{VAsr$RBB)jt=jE|f+mMh`G1YKE;$FhoV)$Rd@Yk7RJl=EL<$w3N`z`N>XvjK!+W zgxOHujEg>W7Ck0;pr}6}lJ6oTNF?e@JHb_waV?7z#D!?|5qzR<2(V_X%N|#g+5(HgfYrxt+Hv;eoFBy{U|&EUNy+b zGNfKf$i%yf9o2+!F87}1tPhW>Ru%*ny@zI8Au6Ojn*?-cDsk`LK%aoRnVLHK|Bbk$Ig5 zg&xsS9 zx**Df`bCmN3e|@g#ya2Bevm&DmNCiK<*{NULc*spP6_C|YZ`N9l8&uLBq@fBBRX(0 za|Mfv>2s^jJU)~+V6J8)1z_%%x{VFxuGVi^9FBxz3$&eh7D z5QExCQu`EZS`ixsfS2($^Ch48eHtm(%3?qnW^xj{T$tRukNw>3U zb{6{n-@RFsNtOyRIhkw`=zl`HWBiN!T;u@j6yXQvM|E_o?tHZyJH-@YvYSHb#ulWJ z`MshBM}8%D3Nr`ta4kvlAEoukdbK_rmFGD)M$v*^bEI)#(r8n*&dMmw`uSGfhy|-a z|Nhy6;r6Ya`3#O4|3?p9a-u5-TXeM1x5xM>VVZ-nQ3J;gR6kM@uz{K}KU+HTAToK_ zG=EX>YU=_sbpv$-Rn08aD}Ji%Xpiqum)>>N;w~Q&o|p zMHhakP`M7Z4!|bK*-m2=V=D@t`G49PcG;KywW^oFR~1owx{aKhd*% zXaRtd<{$pE21l{P5=6~mu-M+f!z!Pa15__MqHPZT`9A$Q3>vqao8~b%Z3&ucb>v^9Qi2ASr)uCsiy~3GzNvnmaeXWF0cp$5 z|NN6B?>la3XW(0li9-W!564~J!GptWkhzOXhfhB<4CXm!pO{h|C4CG4Sk4X(ub7Kb zHlf}#N4qfS>HYZ3Z*Cwu%iz5>Q4nvj3C2wyxGM=H z3%cuZOSI`S99Cjl{xjNY&)eX>M%M$ZP3Uhz^wg3}P`HUn5nE^d z^>nd5B?ndUx#-T1W4ltZ zVX>ebwbCYLj$gkWMrfl=a_G`4vt&pOzwuq49vF~WFUv!cnT1-O!U^2)DV{Sg#t`=65$yc^{nky_+(r(X0?87s=4N*np^d&{12v_Lr8`i zKb~+71>fJIcg4=s<(M1`l3#}eE%AHYi76Z?Zo+NcR%G&PcPr+_NZPMZ7G(;UE^F0< zj(0MZNMy9AgvbU{gq24v#1Pp!Me^~;V&#=W($E5PxZaRE4!VIp?fyST8$%I3o;R_cy3mL#jio~{C4dh2%s0Xb;bQ9{ zes0HRAOYe^;`csK0@R%@9OoI;)vO87%*b1GZs-j@4xvuFEj9+-+ra3Wxr;~#FihBV zgx(l=e6z~dRmgL&`;9GwFinoGwlH_V`mpwzZJ)af9-J20GK1@Grq90Z4ViS2ySLhB zQ=9$mgVH=bhq|`!kKYKHi3OD*L&g3RL6ocA!gu5a(kAxbHof&HdBIV4IS-n7X#3$( z14v1M&M56%y>QF4cC@c6GIgPG=ad?6!19x?u)mq7GuRASJ;`p~!-hxQ)!T5k_*{i} zp&Ny1g=H*?1QBgKZ9|6)6&6qBK*xFcNe3)ud%C!9+~%BRN1`?27kp0P?*aHD-owFP zru$g-JUxkP75Dq=ZD?RtrL&+Gj3-C7Db%Q7#kN-Q+|IEyJ(ql*;C{8ZJi+!~ld}XVtU1y#&D_p5 zL7qJF`JNM&fVVIs|JhDt&&9DbNzlMh+I|>VxtCu+3X46NWD2}CPRC^ISN`tbwWipM zf7h{n5Q^{+y_1#yK+{&`e64pJ^mXlBvp1h0ww$1c0hSrN2!0kYWJalB^_=H%WeD5wkrz!*aswn5CL8IoYZnfh`PfJRwzuu zCUU$3B)7x4LGo$LKh7Ck7hz6?FEa`MXoZI-<$oZWv~A+l3s@3KH)B{jE!Jb$CWRk3 z^#$c~HW9@uqJeRCeH7c7$+$X zr&TL8Vgkaq?NeCrcLVWtywkb$Fc|xH*0ux#=+mL^aqRGZ822iP3vL3D0Tg6~LS~4)sxJC1NBZ~Mk z^O2UdeEPtc?#GAC0*K>?!Lw@p8L2!^em4$Yn|AaVfvmt@Th{-To*rS|__Xti2)3lm z5B+Z1k^A|V47tx@$dk?Z94Q)&%Kr7ue9twC!@ItT!;9) zPb6gYH=`aBFJs~}W+YnZJ4~43w4|B+R?na~w{US{UT#Xk{(@{6$|Z~}-nEOPGcn~e z8d;hY^bmi}LVIugqKLgz%fmgOO;4?=o|Z$q>0v7cCf6*N<1Ty`vE2>i?H*Grjymoy zPb8uc6{#U+=JbL?lc|`-Ty+(S1FXBe51h#;LaD(LibRXV2E>~qekIZg`{{S)g{j^g z=df+RdA^!jn10ikGwL-0nD2rwj4b4rbwUwUx8N{9twa+V@}hRgOqRtS#%_3~R_zbJEc{G;z5+8_tW-yIPfw=0a}={K;I_ol)U~ z97kuc+e>%w6?3=4Tf>?6h~g)SP)XB(x63%?hh7bjo*E*7-fZWG=E0(Qo-MQdoIH`( zhSO8+u`zI7!^UgixHc1R@Y@dy*-H`QU*Nd!Hjv@R9X^UVH^9U6D3_s~OIYT8g6Lq3 z*2i71MC$JDHjRw!u$vL|>9wol-c_nJDxWqdG219etupfBYBMax9YX7)O!|G0!bfy_ z!E&8d=T78=48)DNV z=aLn&IxEG%k!3L)Pt48@G1B?@BO;EScQ>l@YbH*(vrLW))ne?TUg53g%pWO$u~5(N zUfJ26DWkJ_>O}XTx2m&Kh4+o?l}29KeJk}y4%#)Fr<8~3THH2i6SCp=8%MY0#yM!e zhU-!zF9b8;yY~abUjE^QftAi#pF$K7`0I=Cr+KjMCFq9IHP^Ij&JSc4)J|M#Yq*Rc zE?LTvxd6XD3e%16lXa*58az$|4&$^Jni{!9Fzh8XP^;Iq{h(E_9vSx9H7tB>x0^9? z2{1UZkeVRO8&n~3GRW89!Dk<})xDzHhnH_N><$&?rB#T`aH$t;dY7`0`EnVqO@9T- zRUl=dwcT_d!ay?e`q25JH9Dpvf?%urbBg24cY%uCKknKHzfg-@ zW9SN~-2Jx(PA4q0CF`QMkw!?`n>BS7i-*-nlTiHX^L3PG%Ab7a19U(=qHCX`qy#Z) zuLq|lSjDIt#bKy5f<--UERL|qGt=iSg1rMP(?mdbVcK*Mbx}`~8|8E>eVazN9 zJ74S43`aY%5^W-gi9a&T{54Bv2JNJb1?mc5;vL{;0qr8cD2PMQzG#!x<rGYWEnGPB7Jeww zxMX9)K?W;~$;&B-H*Dz_<$%XwbmQBl{--da%&=*<6SHQu4UP@5Smngeta1QfL)uOy z(3s*&O2u8cga4F@yNL2jg-#6Ah~wH80kk`fhvC-(ZHOb|0&umc{Li<4RBC-2uMPYh zl0rCX5#HS}*_0#N`SnF{m`$wALy3zo&gBXV4ekDYe{Vwr@2BsU`_?v9YH3a!`GDUY zl6?8NRLikT3FkzeUtf1oNxb7V+7b1F+mX-w`%|S9UVo=*p3ckR8}3~>AD}<2epN;C z{z!kyHuOaI8t2Yv*9En^R+?vMTlmVJ9;44lIi}=ETXDB(?`u0`L$Ncb$Bv&?I4=FT*lCbGzO!-@N@>x zXz!}>bh8S@xApM09h$7PKQ1wLqHcAK+MdVvM_zT*jQVb~?@VWy&^ObDcUt@~GhHR= ze5{U~qgJ-Yttm8K!&bQMkjoeF!Jx2w{79)9G^qWl(x{+yr`**~!b;x&kLq3&NL&Q$ zpLX!A7q9(fPEW9OeCFGn+P$0FqUKFQSC+TFjhxrZRYxx6>>YIk(i zY=7yebMyqht0|E$&uRL|TBE&zasvhx!ufXWl0nvzq+_zdS%^40Aeb!&cgPFH}luDKVPbsUP|k!ELEReUko#Yqwi{@eiU>N$%wU#GfFyPI4u&&3#V^C?9)3`^evvb6*ss>`*0u1bHkkcp~LH~ zrVSWeqn8b?Fs?uDKvyc4CJDb?9&;*XL5#SJpcc)wa>#RS>QbSqx`_(Uoc4A)6ojb9 z{tEFO^np$W6p+3?A(#oTf&u-9*?Lq`xP=$0UkZ7V*-f6mkqYR=ZvO}hh#u8jGB!Qy za*DbMyPTDd!KpoaZqX7LW*3Cpo>6!|(Z-6S4c)ra&hC6@KZA>L%#S!d`)CP?Rn8E9 z*U;KQqOTf0wW0jO#k0+5+_pd#QOoWcj-RzGlfs)BepSIJA>$+3s#=x^Qxc^V*TY^V zKeg8{r*pe$V;~u#x&NS&6N|@ zN|mQyMyGIq><13C>5Ab_jVlA}#%Q-q;v zp-^l2_^UH1DoQtt+gRowQT4)3&7`SO%=>}jmy)!Y^SCz@A@qp^yEhH3b^De^Rr|P; z8(OtKgm%&6W)7sUYu=VZ^+=|CjF8VcfY=gQHMejlhknNB&kHTK*#yb@Yzy7K0}w}e zjIb7eVz|b|A84_Sp^*W;L4;`L&}C+pp@nMvPt2uH?33f@cOQS<>20QOF)8&mV`GE_ z!>wCh?#894GD3NYCiC97kzGo+*(w@aI#}3g*2QTrw!@TZ4wLzcqJOIU4O@)WLsG_~ z?dIvS6}YtwiR(DxZ_Mda>LcittUI5Gc6&*QDRDC>KK4NpDZ^>UJ2R+J#F5ET!kBlX z+nAwc=xy2&_Jsw} zyo8h8(TMmc>-iJ!F76iNdC_`A{xbXhBIt=fRMeEf$wkmQka9m8fk=hmUX7Elyrdc+ z9#*2MRFukfMCt*niv){`sB zJ^gg@hQktI2>q!DjO0L0jP7L5+PZ|jyJTVc?z8VX6`2(EXRcEcBh1Xer>-IU2cvKw zrpG*+NTMbjQ<=<=w)N{rlm~~y*B&#lp%1i4H~hBi?&mfvqItQ`xow-xaGAy{+S(`_ z9zv)0k9*TGTl6w!r7M>Wh$zXS2b{x*?9-c<=bCfXzuXv3b`Fb-D`#vyYOnd!ab`kz z+AX^mk4#cUTAyM93^01@!eA2ZcH6k5c#|IC0#;y^wMf1-#>wEzEo3xgulepgqUAsQ ziJiKEnWQ5F zy1Gzh#gc50hUd%emte`db!a&Pyfz8)nT{^N}=ftzbC7x0MNF zEW#FERwj(aSXrNQO+&aiBOi8Kf2X__9zCusjV4heg-bkkNYHYKDvLsvY9+|<2oXw> zLxcp09zsC_%+U$tiQGx%m3L* z`V+JSGxIgd=O0XicN4whc5vx@_0I(er&79VeZAC*5g0Q!Uy}RMqBk={1wN7$k8)pn z>P^VPQh+~COQ)F@!CMTL0*qqVje?D|rZuB)@yzpDf6@CYp*DgpQ*U({S_cQl6w9n4R{Abg? zuG4G>%u?3E%n{cJ_SqICXis#9+$7eozukiw}R zS8Z<^`uuPD$8CQYXXsYBwEg08PYj;H(!Mq6H>#$;z+U^1#4yFfp_>rR7Ct|^+#D%2 z8gX$uJ}52Hj>TxBsTdx#coj{o2Ze#H0qWzx3C@}rER1JC_ScsED!l>vWPq5Fyq;c1NJ=$&Ly#g z0NU_!#@ny9NO?oaV?sa>Kc&%ti!ynE@|F31T)f68boVtW#{B7P+A0G{GvfKg)w_T5 znrdT5OC1d0Wwb05PtXMEIWOVm&kLeeu?O_7Z-}(nICW6{(K5w^$HE1tZCZg$Y5V{V%3B3d6_~YjpYnB8~6r&59PZ%LZVA_<0yy!K#ypd6R#q|j6mR)*gmEV5( zD9ZK^bBhfAMs4rE!!$RpY$W);D8b2wFPtfAggMpfiOCLnaPG89!e^V3=ecfASdt@W z>dqNvC~Zo$tS;l2$Rc!tg8mwAhMOPz^oKIAzkDkd|h>BG@?ZX#u_crjJl22~P@b{I~TR7ktlK9Z_jX5#T zSXV=gAhvN)T}miXd`fDl7-s$W|%+0ChORkxKyaYpOHdBG;3MV@8(D}s{5U+V9wp@VBBtm3DdQ-;1Fu^G&t^&*o9l6X8wD4{ z@RrD3t%uCcYTgB{n~6tIFTaoK>18UoXFS^$cvEhZwm_ljm%6iuew0m#bG5@msW?7> zc-mGod1_o(zG1BRp2OBBkz!%HNky}?(N9SX1|%cqBD}=ylH*lUT>{s(Sp?u zLrTw#EQn#=2TDD*tWOW0KMMM9xa$}-0 zXxMD;SvuBsUb?hlW!}cmhOX(yNPXj9g2qmq%~6$>lUTeAc@wbu(xuY5?MgE@l>$Sv zRk_oR+`czpMmEMLth=FmH(aOjg72clD!&6qs81&lge^0(QEr|+UjW!}b7NCp8^;Fk zxgS#u&z60=5s-&9O{V_ZZ#W<~iyt&*9J7(oR-Fnp!ar_|D?bP9Ui`VP=3sYU%K`@FvamFf zXo$6v4?1VT|EiKIY{T{|&%H_0A5hM_I61#R>;W~NN|@LsO`u9lM-58ZOPPAL>QLDo zX!C_9Y&C~Lavk^EfcT9kWaz}=!h>`tSKoy|_8r`1Mo6pCb>Er=Q~EHrTsnvrQza^W z=c+!g*4C9Z-0_o5C5153O_mkDGpVuev5Xqp^;D_&<)n2i?kZ!5%dJVCN3s2(ZEoxP zYr=SbG>Idrc2;?TQorlWe1qE*MK^l5(4k`P>b}*=u$X~*j?R@J?JHS zS%hl__t`&(Y&uA_v3Tyf-1~&g;Xi49*bjcn$=W-Kq*pW8&Z(oXU?F?E;_w2q_PX@7 zYwxt_Oz$1!-0S!1n2Nx-Wy6j0m^JB<*P0_r7a>%Xn6y*I;G!QsU}(;Q-)v87;!3Q9plN#xHI- z-ZvU~PrW*J`{aX48%Reb*_eWb2RMyJtFJ;Je9f-}UQZuXtHZIvF~iby=9+}z)L(F1 zG2^`ssfL{UyNJ}hVL8_wyC8XZI~1%rg$K-c+nHdA2@MOzUnON9(1w^EGb}GHviiq_ zjrf|3g=6p>wH9JJOrYJZ%&pTD;|9v9&Jpp$46Y)08N>9HiCGSa5|()GZ`BM2vND|m z$m>aPYLZ8RtghzKepoZ)U^eDwQAe8^oVvy+!{kOJU9Y+V+sRWWUms z_vurzuHAd^C4m^j+ys9^c=8=YHMSy6@LG z_kCT@>$=y+%rkJ#K>q<`KrOZ@Xqu8&(F5k)BA}MkvDE@2A}&e+C&N}>U_kASTeWy( zwH57*a0|*H1a8j~@ivu2MVv;~hHj*MTTh7|a|dMZL7qRY&k7LVVeVI8u9J~?a-|FE zZuv&bGLokT(~HlVQC`;zTB1B5mZ1E(mcr{ux`#<$1D!$$bn6aJ7AA5BA!`FrAD(;p zXLQbTQH7dXJb1_%neK-Nzxv#&twen^SiegtR%(>Zijn+fdyE`LDBcKCpsh(v@LGr8 zxp9XNPraii6&|sqHr9sn`|O2fQ(ur3QHm%g1})5bNILXk7p^WFFSf{_UPUK0O=JnE z?eSv48_9@*5*?RfN*I1=Q2t6sL$>0s)Y#$3&yLH02e`C!KZkG8U)`4pxBNt%LDLQ4T z(OoSG);k;Hp$6!| zW5)E?$C$D4v$vz0H0AFCR3H^M;Jzn1-1g*NuO6d=I!N#N%BUtXQkNW55=+Q0#|S{< z(Q6u>$n>WEn3pvzOU;!10sHD}O?>6{*8I%A9D~n@uW}MuZeCQc-dVX-cSD}VS>M9o zB9)jri^pL?az|$KiW)!_U*#&iVxilg%gZtUjTrj~guc%(nUrPxtUS!FXv6jIH!d+3 z{rSyuY^Ll7uMEsZpQMcOsSfTRI5sZBqO^G)DL=Qv?0!^RQud!QsG^epUGCH@N-N@#T;BHs*I}KD zE}WGEm6UnhG={9RYcU0VH&{org@;4lVYGr#hQc3`iUm!)x^PPLm1GGGv#fa2kgg2?#rr~@fcTMFgCP$R=Z;JNo z|L4T;{F@4<$^(6WZ;SiC+kz8(`DZE@$=d(s;W`gwX8Hh1=u7?UO<&8u9DY<8hM@Sh zL7vM|=+CpuZxyTuG0aP{^#j(wXP58nMwvW!$59RnkfN9r zEm0q<()CH|8&A$G`H7jCtu+oGd%WbD5>}bqDEkA)Qu&a`;3DD4Dz|l-KplQIvi2P6G43w2hrZVDSm0k9GT*Y?fU=F>;aR&pl`49sqcEJH)5;|9@GNb zY4wi|QEC}O92jJDf9!IKC3^peBCL%-?H0%Dn4-1~4*l8@5X_0wgV42Fz_+?m^wMO&-FjjV^zbDtTv?VgrUsj?un(?!Nwzg z*(*18IvGlZbe3aXYiIRO;>vgt&vz4oHiStge%VZA`%eHz@hY~AP^8)wB3)vjc8qtB zDy3+<0`;aO6XuSDc2-Ld1odScuA@XAbvFf~s{6~VeWU~t=gOTyv!5g_PlUJ!+Ma@N zUs9m;nc4}U2+4~P&C|3gbH2rfcB zsFPYBbfJ&$EgxnxoFm9qu?5+e;UHu?u~tZ3s9$IAL;@?wd>bk6iPNDAW9gJ852@LQ zwR`}a(@9;Nm+d(GXkJ_lj_|yyoNu<|Rd{S7r2+3rLd1J%EQ%V9$qn6d1edHV-b8iBNKmlh~ z$zA>`%vh9aC~!})S+B`>pfG#=Y;TdqfDE0t*-J~69#R6pNj6pdIf`$Af032$4O6|! zM6SE#UHO7tri`i0#yT4+~6Mxy9THr1RpcH<|9SL z(KW3heQTmS;FRzT;?GUOVk0Th!c)Mz%<9PMo)Z;&r;TXGi|`$4V>wuzj%Ex*`fnV05h8!q^02U6?d#1~KAqDu6&bT=%fsvSy#_1W zWABG!M1)71fkCeiXKn%0iO}mpuA{x zDi+^^cAZM)Za!JYGZnB?r(NL2QNbQ39!@R?S(*DlP zCq0W?mA5obYgR+lU@MB|d=Kp|mNz)d>mmt- zN0IB})vnQKH-7b=6Z#c<`05$a*1JsU(=;T zxdEMobGK+qoVSB9e_fTtv(dLsr5K-p7X4Tg13i!2= zdG>lMD-1g)!^_cg`W3F-m8^DA{wpWGTYt%ZV{ucyK$DbVUWl!@G}e9kwh{lOuEmPj zTj!jGgox+&KOJo>Jz{%SWb*;DzR`XM*ca4@A=_%XJp9?05ChM%Om}*2gV<#u7hwvk zs4lv5G$v0kAG9vMN63JHL*CnFc+fl>S2c(qKr~W{IA0KCfOu=&Sl&c4E}tz!O^@A{ zli5?6_9X3Z7p@;lGI2%?s`1wBS`=>imeX@~oQ9ge0=qCBOn;4fGnG+c2{ z2=Jr*zR8QGy@&>5IRSs)&zZ~&R;pmUTw2JF-==-oRKQYIRqxjR0b-e@!;y>Z@AS_A@-ergU%^R}w}P$gU*L1>F(bxLK-J#ug#XbOf33wHtaRz7 zQLi3qtnJYFQ4S3aL~VBlWrTJxY$?T$B@xwn9)a*D-586Egtm3|7Gyrqm}o6!lPR^5 zV~6R1!DF6=C4RKK zw?iv0CRY-z(sVGriFlI23^M`|`lCV^h$*?Iws+9?$1le&E5IP+N=o{B95vd5X~sTnyi* zquMqqbV>BStFre&wW9R?_g>;q46koUt@h2;3>=o<_O{LBl5X{~tzM&b##T2*MUFi-QDD`J+!lJArm)J=zO8UJZHHJEx{L%5wyWZ~C_771Uyz5E>_gkn&}Ia(m__{>Smxy~mdfhCLq? zn+vmv7x9&X8sHR>-$CWROs{Oar7ozBL}KD`t+kf~LM$)Oax3}zO)N>u??x=_9%w2U zwYlXdMOD8iNjiFCo9_x?AfpO{9RRV~(&*}0>%sqFHFp2y0qTFl!3l-mjhL$mK2sye zZn{*HGd{FIP)OWBkZ8Vx1%xWSao+!A8pgV%1A}rCt9u|?(3O-jdl0mpXl}Pw{D3ljdyiyqa?S%a{H{)=g z&iX;a6|DY_)F&MPJ|Zm7&|~Z|KT5BIkUOlr3xjTAexuTlX2ZDIWPYu`Lky_Wj5Xr>aT1U_S1j9z{i@Z^xd7HkQ~O z-5p^$a`3&uX43_idX1EPAFS0wzk{G#?v9+F4~iFKYH4>(}NxUzq~H@H9QVo zpd+GYuPaW<-MUE%b3$D>aI{ZX5|MyS41t@F{HWAl3W945j}5AMAqDdjdCiz>NU=)% zHagDgO;7uy4%swOX(`P;NsM$v z4<};PAO(EUv!oWK%K@Oc1elQ@8=X#VF}-*ePV5-KcJP~o*MA0|Ryq)iCq5DWBE)iv z{WQ6Azm_Tcgg4rTW4g~GaQFy>LOgnr=vqT1IyM7L!=S&_>Gz{`+(_Id-S2-EuiAo_aSn%?Q3% zv7w7LIDbH&zhFj7+OlrukfexssGDDyNC(C?x7_)m(o;2ow|tu3@YMJrsd9ErU)zX9 z>oREFvFS8^unFJym^Lt*w!`Ri zYEZ+d1NNfizM?{F@)I{9<)iHt{zvn8nx}-;b6p4OEc7T7cyDa$XUAsYV%u4p%T#S$ ztj9aeQ)|(fURPbPp*$<^BX?-5RLZqMzt?G&-@16{w31nS>Zv1tgseQuL$1*G-ly!I znEa*Y=?2vB60DBCrTig7l%E0+GmX;0?mm@fW`rSxk5s&PWpQ)_6IK`|PkgB6DCCPY z1=pX9R1~}svf4g&StRDO;`~KyX>rZ7%_iA}ibTnwnEG8>?Y;G>F^?*4wA|JXUU95; zooYO7X9`_RUwTy0bO4M81~$d)Rr||bqW*~fDFKEbGy{g;*_4{Zv#4mqZnw%EnB&Ut z;|Uov4jchBX|6>Oy~z>Rp39Vp20!dQw40LLi>F6p0#*aNPtVuB0pp}qyBb<53Y&Ia z-rJm>c3bENQr505l26qet3P8wjj2Do9e0hZSr}}jn|ftE&sWAW$KGyxE1kE~4oEXD zuZoFtmbzV7!F~3U*Q%!mbJg20`Ly51(~{cqkdc09*Sp*9H7GwT>=u}@P`7;yt|k9; zQFt%id|CTH0nd{QzORh6-gl1=+w%nN^nla9~CHm zAMy)hK@_cnE$GK?r?DmOpgV;9=Gw)(UB|k>?;$96hcr1{&P_HcL;YBa@0!L9CxedX zTOEEQgfNyiAT{_zTni`J=sm*qK+za{dejkjz7L#xXC7?2KGIbuW&a4g-KuKoq|8tQ z9&rGU+L#&iQ({4xEWjeQ-p99o2;WbLc0x_98IsOqR6iC%dAtF3Q#x*t)NkUF!W!$2 z3I>1b$Y`!Z>>)X4dhqqB>r7kO;@F$0%mAjaVFx2$*zH8`U(mRYb~uhQ~86myiM z%M@ozJXVl{^1)`d7|oibJCV;Zua+5Hi&7aAEy~=H0e@~XQ+IZFt-{^D0C`9ZWgUTt z01vJ!tgjOsf_(vW^?8}DU!h#qKu)dgZ+vk`dLe7`X$ToFffLhtFR$xNJ|_kpgm(6f zkKY$zNFwUY3m)Od7b77vJdg}`{uOplla`$WnrjM7#Bnj4Sdm$r3cZooZ_nE&ZInS5 zsIbceG^`noX#Sg^;S4pt5zB^mT@MNK|7EtwV6%{*0vT+obQwzdno+aKEge@Vt#)UT zw!lU$AD3_iV+3D9yq8RFftB(CS6}>@eN$3aHDX}}aUVS%&f1@w#-~RZ#%v~!bv&*C ze4?Iq)I)v27ktw>)yBNCl(+w9oLMpn&epzX!H-=~8Fba>8E}RQeIa8!$^2Q-ZI64V14vXW8ejS!1F_ysH{_UIm~Rd}+A^OZT|L=WVvYEW$Hri3W%I}SYZ|6M*oTsKF+vf}GrWfn0!OM&IGuIt-K?w6v03X8vH?pF@@ z&I|I!FFXyR#69P6Y3fMCbeA=Q&2L~x-Szp)g7ElYQy-&27S;;eqN&NU0Y*;>=ExkN z188K3&h%As&>2&JQ@#b`O^tq^(u^?$`%$QaOO%+#ps6(X2TNx=&LZ$X&ctj{c6HVB z6+k>EgHya@PD{^Wx~{}*32S>2BrNzJT^M0C2Tkn<@ktdy``#hA1|8Cd&|xdL?mUccorBjq)V^sQa^yW3>d=gS~PVAY)Ju) zOFOG1;<4%@^AVSI8~fVTpfKMfkDkhyd)Ct~@z+cYF4o-*TQS1qd}$Ru7TN1KbFX|P zfy(xkZ49(ISNM6%cA1A=4Rb%KYNd)-w)A*Q=_(s@@V#7xi1I!Qoc=c7a6;{I_7ced zKJ|5=!cIYy&!tzw!6w;R?$&bb?UpKq%!a!!tu;IsQYTvd=nN=i%g1uJr z*5aiqy8Em#Y@c&L3H zWIa9;zm5z1T;nxQP)dU$YH%q#6-&AM_-iWJ;H^gY(3i9Cy&FG|YxIsNgEb%^jEk6$ z(@{&8?}pZ@FC`_y?F{|$=?h}#nTS?E*lr{rbUg4yNmF{^~{qyXUZvOm1+>&?WZ}a^z-`o$1zld;j&7a7$ z!9)Rf3fBN|&e+%xQO9e&PQP6VCvRiXEp=bXC{L_I3?fN z`D$MEke9s^eN)hsq% za~Qb#N4D3EJzg_#{lW!y=9b&YCYCf1Pluy9Lon9`5!!`x;^Z|9a895(1rg!+M+Re= zUp@F2fV_O8$w`kgy1ZqBTNGKrDYL%dUoslhycN$@GZ5VX`VB2<-XP@^$O9)t7;ti9 zK{kUoznFDxLeIId1%?5zJCvStnk8G-z+&TBes2AqA`#ge$BpRbPZiH)-UFU|Ahb9L zftZk>>jK{xGuJywSj%rA65=l+vtl0w9?q70j#pj9 z^?qp1gic~;(n5S3Mc?o2WHea=d|7^V;#9#@7+eY(BD#CuUd{l+g8}E}_g|l(j@D^{ zHwaYzYNk`cfj{$ASNLbeYR(YoUVr~pH-QD*`QV8wR&ZYdb2C-a81F)xbFrY`1n4gM zJUm`I0wy?i(g=Je`sfVS0TioLMO{{DU27D9jzAyDJ%50;NZD~70 z`>wtv_=5WufI>j=Nq0Z~ZHN`B5IsDZ4p=fljh|N?A#2DAU=*C4=44OJi!4%|_U3<~ z(loMjK8|hjQebs;odL8bHSrsoky!?tSo0=JziGgZpl?na_UHe934nhr-5bqGrf;yh z?f;PWHUwWuKmN$vjD1HZaUc8-FJe;`;cq0Em{J z>wN9puh;Zc2w^C4W9FUwN$f){dj94}nR~)O?2g%U<27GzcFf6Hh}BgXfjv%qTAZ&l zK`6v;E9*2zH)DMV$OxVD{pK)|X})wu-=)ol9%9vx=()>OVYqq|1RTZB=6;X8IEx;S zN!+uR_+B5&HlP!kQlEOL`Ho>r+T-G84tfgfm-8RqyibW8F@hfH?A%7XIruAuYx$aym)a1$i5x zgH>#H&jg(DY$aRTzq(a^2ik>&z>JMb0JGXt>y1z6MQ>iXTYa3}#iGwgmou_2b^5>k zrSv>mrOcd$V}tE^mq38@iRVq?pX&uy+PHTtr?3z2k3u=EtCuB9EUxr(%aV~5w-=tO zyw(D`SwQGn;7e}`{s1-`?Iw*dTD!-W&%MJ%wbzF;vC;hb%=<*}mA4SR&d1f|(dF|8W)~xW)4lEehVDrGXIaR`{CT1<=?cuq7Rr`d0JDa6{KLRE=NVg|d z&+@Q#^{$IIYP_N&B=IHhFL$}vazv#Xnxsc1U$LZha4gInjeQ#B2f_gNIfwCkc5}gWqsb@Y_cS z3WHum)UddZmpri^)5f$Hxpk-TxS$@d(+Iz<(7*R*Jx2@^rxZ_%eN2)KZhqypOLF=1 z28heX%LMBbcs;e9gi$S6x~+m{6mDm5?g}+fH)nYR&`lQMdW}+uqHRe$_xI>e7fJPVul$Yad?It#*H?hEo}C*GuY1&M+&C_2=g z0s#diCv)I)qeUvf4Xvv268LFhs)@lNY>#RTXZ7t)G&yb=0f~Ye&o=*h>!VP>N_4VfsmLKpRWB z;De&fi6|Xr9$Vuv+B$Td+QfMxVj5)Na?F!Iwp}@1clOw99+@2+WE$NF*IFAWQ~+8M z;-_!EtSX$d>xA^fYt+LEL`gok+io+juB5-+6F;La1B$~>Y~K$U-a`y3h;Pa(hQn(| zp3yB)e{S?7`|kY6Q~5M-Hn!L1f5!2a413v2I>n0Y*wgoyKMe^=PZHB!8>pshM6KN8 z%2rvgUxA+pB?tj%;Np0Xb!#X8$_t}k^bPhWZi$Yo3E3T$OQoM#rzX>P9VxPtOjmU| z!9--2Z3RM&7!9Rq?Wphy^$wBKU_%XUdDqHLt%JrlV&c#Fm~8peO&=N#LHk&%+=4jn zJBtiyl0cgCmNdGFX56|Q&4n|jes@qCv6c53)W(vH@# z(-W}l6OVg7LZUHJ%sdl$uj3&)F&Yls2TQe@(z`0=uZZf|{8qqkSw3Z4!3 z6W_A}kCCh^j99xJ<(Co)N>UoON?DdOPlM|Htz=*y2b1ve z;{x7WZe>84n~wt34V`H9b2)5#iW-&=btYn>`R}m!8p5SZl)09I@3k@#hc)t5xZLZv z5e?s?#<>mQbD(o(2Qm?LbX|%k;*n^A5KqJINK_={B~x_)oA;B3ko6oW7x)>kr%F?~ zu9(O}v-#O?sfgaeA5qg3uQS1gBPgZi1E~^4?1A%Cwh8M)pfXFnTn^?2j8Tf^EMma! zx8i+96u?kT;P!7tRx8?zWBzqvH{uIK=jAtrtZ3|nFPrRV2JjJp^}YH^g@^>*H4kL= zZZ=|Rq2z)$w7ZD~qFhFEd@D11&q6^1li{^6HK*W-1zB^p!Aox#Dp{6T8Rz)p44i*?=rIIGAq0O785nzE~p(63~VbZLZr*>o4c zAhHE9Lep)MCA6%XOvN_Dne1n%(vGM2&GSAK{yk=DDBBIwXX9k-$6hFRxwxmCJ&kV! zlmFXL#3{2)lxr|DjONv?4cyRl$MT*Lj9Nh>M!5F5no`Cus@`>R;LN@SdpO_7JCdJY zR*nZqVh=klg+`@)PQWP7x!;7?0FurM^-p-a zQ!A`vQ)n=(CvveT$yB_yoa(f0(+XVP6f9Rb-HI1BzM94S3XC%d@g6@L{ zlvlhnS4)Hl`3?Q$?Ddh0W4G0(r0glNkeB_%FX|Wf_zq0^M)?*W#xWA40vHVfBjvR= z`g_bT0CY#}Jku?yhlGz>8yQgCzj(NAJ${Dyr~A*%z>!!hC0fLe_@t{7H@D1^W(J8F zI)56zAbEm5YvO1afRMPI4y=o}i&$hq#NoD#)%2!C)q#VoTA{fWN5=ych}(%kxtmfC ze^K|U0)&S9EtryuXg0|V^8If`9_S#FzZyYc;k$J^gP$Hl7@V*FLT(JYjxzmom-u%P zMmOi6ae>L-#fUgOoM(k13J{1yGO(^oek;5{R}tC|wp&Xbq(Qn_VUs;}l1Ps&BU|U- z0TkFY#pM>vpCVZTT(0pQn-)g1{*-X<`u(X(uQ2jY7P%V1B0jR8<~`ckY>sZ6L;Pfy znSds~%zH+HngFkoz<;C|!gc+|Ndc{}J!N>=Y09fSPF{a$V(8wnPDYSkG>&^EaJr;} zbX5;T;7wOqEN+5i3DX{c3`i!|)$*adzFTkgg!ZHSMmwFL`2Q0)ZVfy%#ZdhJ5)!8b zS=8m?Aq-iR*iZ8q?bJbwt!~1IpnMcfGBP)xQ|lb=(g9=#%$u6Z>mS0ezujrJc8XmEb%A3K zwf2&a^(spS{PF$I4|-laL(3AGaME+A@kVssqAv0UJ{%xP@<2I>NAO?J$Hs?2jyS+7 zibLamS3*SF2p1=p0Cw#l;v4be8yXtdi}}afYzgre1SRqwu6uU@(p6{HPXkzz6tc#& z5deSmpHK_!3;qm@%X>w;mKR z`Yn4M=A?StKF8VGn=qBk?(N(h<=SBQgJECbpdp}NxTw4S0)GVTK;pq%&PO;`176cnuo6s5kZCSf@diCm8Zu_GCmZ zr=Z8!OJE}lu6Pck!?4f{Bn`ef5&wuzU%RVg2~5d+{T`ZTxvlRG!O{Q@?K2*!hJ5+m zyB>Iq%f+1^_F(_uA#hKks9bq|@G|z9$7wA|uDYXn>OvEp^IDS)E{}B}ce#DeK>5?> z@xqaWX>kw(vG<}k>s+2OdVASi@I}_U98XlsTz?dhsyqG4f=|CXP?VH7FBHTn7ua9jjLI9Ia0DcaauBTJh(Z-5DEXCx`m!#m_IYn;*sC*44>(5{64nay0BfSt= z+aRnDsdQmIMSM;F%Nc3hA){1Sa+i8)jmI`Am$SP{K(Tv2t^OgQ%&gXhCs z!HOb)d@ba#cr6C^5tLeO71*)_-pBK_y$7;|8x8x~zpD>WwclGCDPAR+f1_@&@jQSf zB|f7I`>-Fj5M5PP%q&shShko#t-AIWwcnI9wquZIi zmO_WEMLm;eZ-0!=AkJt~{ zlaARM3q^(gjY!qslI!cq$UMoD06KjQAFMd&*5+_jphtVnzc%<~=8P71^Bzz4rTcXT zu22c6?7Q#AYP&nV>%gYg+<7n*ZhNKHhCOyWA#&Dy8|f0FCji>k2KTG!Njjvh2CF*c z))^R|-#K8m`7~|}sE%H5g?Z8isl?Smf&{@1)qHH+pnRtQU*D2Y+=+pE@?Yv|K#vmC z69^lH>nq--bEvb`L)T5A>l=BETXN7{17@kIaf@IN>}=3PIx*jT;0I}+e-ig5VLN2d zMNzQJzxqb#IzgN#FB?FhMYy2L^`bE|6DBSV;fLvH@VMa8lHUp$c;H3&euUM)h<7Lt zIp%S*5r1{<)4Y?5K}dTrP%Zuib%_rM*eHEjA>E&_8D686W;*nXH@ z8)&U~fgC#=F&Zm&0ruZRF^Ph?ii5j1R#juk!H}0iRJLFTE5r~2!P5_8dRoUS3xdW@ z>pyq7yF8a`^&004JS2mbZLXHk{Fleb+vE7D+_uNCS0+k$oibWH!4={juD>pRhfGZ0z>?I>GY=x=>vn?EdZ<-3EBbyv;`50b-v~yQLK<(q|NG z3lc4BAItj%h$BGp4>lyzZp^lg3_@Btb)AdMtVLzhbOcqOAg&1V#~>7Q2?{JAo`+h8 zw8A{TZ~-(YR$-Zwml$x^HZmGokgP?DgCy1ApMf%sU_AkKCJ?s!KL>@J=(?yoG#wLA zDs)W}2v}bmFvH-F5VOysUbu!^0s;bmz`2c|LQPdDL@9aqo)}OzWeYkkE#Tk{_s z+3LUh=sl|Zjt;J%M;YoF(C_%A6a4Fq*DEf{uW)qt~Fq- z`;?t^)bzd;jHi?y;c`#pZB@8^(3&rQm8BJy;=cF6H#SO2%7@HtH*aU2TUCUHNGH>Du9PRPPqYa-Gv|$0121055?SF z$4<9~V7%fe`~QErrV`8R5NAjWUN`FyO4gJZU278S)xCvzt&3XUl6_FT)Vg|;JcYSTd(4v1+4OUHnO-l?;w(496;9US0LyHBy`T9UN<7PIQWAYJL%D*u<{|MY9eH9LtsXPtznwLZvN6p^waVTZ;F%2MD zJq1K}L9?RvTa*yiup9xsDpbgmB?pR97Jwp10Nks@B|QY*C*X=1je>;j8@MvdCDT&9ZQ(}W zJ3Cz|0nMQvBXP5sdZK=wYlS^C$OHLelja8Da@5-0qFj|MUOn5aFJ{8F#vW-F?!7w# z5I7gz)vbpfdc7`Rzb&Ni;RJ-FchZhl zScacm3+vxmk(f3V6Zs6_cs`uE`|kB=CCHLdVBy4RJC8fYV5~pesLxBe?Z2BCA^gAE zV2j>hYauvPx`CcS*>P6KS#|><7s-C~{xH5`NQ}GM^)fw$wXhVPibM-AXz3#W%JT^A z=D!;QCaZxRoBh^JmHUtrxH_7dT)MEcyBF5QG~in__t0qQS>dNtP0vG;dN#nn&ZU2o zslqbK{X@_FH@A!A4jrCr?vVl$lKtp5miOUFyLCNz6M^!=xra%LzILk*`MN?})6j0t z#+Q?u57!Op2vQpuZfAXZb!7-MK*I&>FM@y0x z&4kMSi$CJFi^|o!NB)%Eb8|LE>QfOiZkP00>cqbBPOyYfY;6d0rKf4B#r4>|ta{|S z2QZwJe>~|PpUDE{H5roAyfH%&$;>4d#{I`#4v2n3Y^z}8T-AjBkEG6SAq*oKYp;Q1 zT#xO+7>4qbD@UgfnV!5Y2bHsYmj9pKpN>6cJlM7}u7L^={cz7;{hKm35OV;1 zI`kwieD?qJJbcFSgW;+#3OIVo^wXb_#IIg9u&OM0gKf@M;kNppDdvj;1vCraV85(H zJmWX{tN!Fl(cY*F(BrdTIa7G;$Zw!Sy!rSi_>DHx=hu9uzd=z7w(R5?^Bt2J7FwF! zsj)GGy$`yJxA|Hg;k#zJgV;%{?y00miC!6WwAGyHab7_0c7PSg$F194w8sjk0ZP9-IESpnCIi+^t+!C8M%u zn^|vID-1zAp@D*a3f_Oa{f^l8my8g-$rt+lF+<-3&L2r> z;O*bAKj@;Ha&k@65`=a7d>Y7B3MK+xhdU0$=j~{A5X=X&2YnJA*UZ^4J_(Y+_vE`< z3Z+5hC^dV3c}5fvq6b7j*b`%TK_5uL_WD?uH5og`OjxXP6xzfj+?l=PkhW>zpnSu! z+Lp`Nuf%P~Qhbp!!tt3YA18`8He~1n`d|(FYxnOm(5_Wn#jKL7eus5pa#_AmUoTD> zYQB}4fS+YPn_g>P!K7#f-~1U33J0C^ed9(9zNs96IRbWv4S@^A7N1rKe2M^xBs0rz z=WMSYAX;jrKzDxX#fznAa3Md2EZlD^vsokkn;!B zwNEzmugS?Yzb|nkGBunFx=VvUt|}h0s;`7DC|YH{0Ipdp*O}{(WT}-(OQ5JD${P$} zAq2ph?py*;uwsRbVhbdc4V;nlX()I|tIyHzjaz{4auUHlL4&vNK-!4TBN4VKxPaP1 zy0FqO(e+I`+BZe!*>_X3%j-(&>9~fPG1niu&PL9BeFHr+W7}$<;Dtx^&te>VXX-(t zlIwMr+k=$8aP^%y=MOF83;e&+E@xPA;GBsK8XLX+DdXWtHk`9^-S~pw@3j9ip0nbd z18Tkr;!XVrk-wxJg4Fo=bqq0)eT&>cnnAH%g{3k6oNq9ka82K3K;)ihPqAeVd+n3{ zov-WNAGA+sW{423xj794e+o~#DQ|Gcg7|Xi6;|ui`Gwx<(2^e!4@X@4#}NAM=#{lI zogGV=mYvcnKK8)0XE!#6W79kqhUAymf^;X+A6~QYoW<1jdmVbGy0l4ZDI90E?hMrG zI9@>X$mih|6b6L$vR_k~xt9_`hD2^^=t|Lz z=R5YYfal%s?(MQ!EAbBwne*6!nyr=z3>ITL%ViC9{nE$TD&M*<^50}$^}P3TPhaR0 z9rO#9$j&)Lln*KklaMJp(Mc<|blB0je$@y0(o_7b)I0AG)`_6YNhSG0Dy1)3bf}l` z^2O-S-kR(c-XT+yL2X5DCq|(3dl50B61==9?Xse`jV}8I4^^vGTW_EvWq5o z&H$Y1a*`9`Nnm_IN?;%P+~SIB5ELZqU5fg?${Apz0;Okw{Es&qXTAwD>e0$>%=UZf zR3Hl0?LKToY;v}s=hS!sAi9TBLC}n4w*RI&ANsGlXV$HJ?-;GM>Vfw_0i3QtY_?zJ zDDlCWP(g;!U|IoaiEp)DFBO4S{eHsP_Yj2o+8D6(L*{OR;d}U8bxW4&87HK;fd(73 za9);O)g|21B64=hsJOtr|i{0lZ#PS>R~D!Mh`ro94xq*ym&Dlb^B3 z`t8jRI1djy&&SOL8zUnwYh@9;M*yx9L`hK4P zt|YACvt|iZWn>3HmGBf%samIoLDm`d!g*m~8Ik542dn?END7SCjASgISCQZ_To5g- zhGAVK??a$~lZFlt}yrUjze^X21P!NALU^U!Qk)4_%T6`p_?_a~X^G z5dhVu-vE?n{GuDrkJ9 zdWrY_eI0m05yT>wEBVfYnw_W-E|2~SA`z%?{F#bZP|6_}Bn;!Qr}svTi$eGI$8p~p z0z}QsAhW(>8i>(4AtKEM>XMeFwEZ0|51QRfAw9tO`*_c+E_V~~(%D=%e|S9Tx&!$Z zcu8fHXk62i=Ok$W$?9F75O<}42ww(yQhA(*MY7oDJ+lnsO-53DS;I1$!r|tY2}4<` z;eh|PKTUOf6?4Wr1V?s=_=i>X;j5$}w-NX>w8CyxtAO-x#bh^dQhfYd_0EVr zIQVnQHK-5q)pspMnF;J@FDZhGU_RuAPf$9HHw&{WN}B39N)pQK(|aid+(WNp?jdy^ zZbPlj_k*v47IM3~9Rl(lK@BL~7}{Oa)gi`_;(z61b}sMFVuG9wZW=bzO9wGYEjHVL zBZ)3jWzyaP`fH2p7bbm1b8n0dnm* zWz#1@WPq4uEW7H@hRckjG=nxU^fK>Ni4|FUl>Eb!-eRkM0-XH>5ULsp(U_`K_85KW z(E0Q${KH<@_(k@Xq#{|9^g9B){?4N3B)}v6he@rH%^vj(2N!@N!kHZB5>Cyx-RN=C0jK>nWHL8QkhtmD8@ zT&4@na~BAr!8%SJ!6k)zsK>4}`hk{KK{L>Vk8DVQXKaKi^z9%BVKbRm48SQLNlz0H zN?cc8_48a8D%9cGuKzS|A^hH+jlR2m_)|&r*8t1(rA}9iv6l95#}lRa_&awG zeH?)Sw<9Ypc$e#vu1_0G*cO$BKWNq&YAu zYl3UI400=d+eh@t?L?KA8`1AR4tAEt&+++9<}OJCdvEeDm5@!snjQs2vRT0RE>;yYGK)qJ{wgvY3em+48*Rg_j?kci|# zye}qZo&9I!+)b9196aUX(vlwvwVm{yJE%tH)b|^9Gc%eR)R`LioBmxx4U=(;j_=^- z-%~hFAv}&Z8g!7x?}{W-MmnAg3auJ+z|vn1KYA{6Y6?Ub$L}g`wyd82D!*K*MZU}V z{Zr@0ol#hS^@;J<`U@+9gmDSvF*0;t^_R;fS4{n;Hno0AJ)j*#p7~lTy-QA=r}IPi z%+%42=6FuLvQ5zFHt1lL6+2L_sLsC>lq5TWoUgOkA&~hCR0Occh$4J(uUTUZG@#dM zKWH3hZWg96frqmx9%NzHrRHFofv<2ylG%Ni+)uy*D(CD&NGyv=R_*>@GLdUI@P-q1 zg>DGcC;t&GBeW78vJy!JZ}g$b7M~kb9MfBrMYF4UwV8FJu#rdAx^jk1S%j74Bn z)`eQe*TV>*YIRbZEY!uC%swEnl0(4jH#@LyFF4wK+Mtf*1_@M^fNa>uWEV#b0q(2f zE%QW#AxB=pA7e{az-NFQQD>nQF^D2C^=sLhR0hzLuaP6j;8dUom~Rg{O-OVC)|lA% zhBe@wW#|)HjsPjE5GQL4cNLuR`@5PXaZdctyqFJnMWgw_7j=sR3J(4Gy*%*mH?M5P zYk+P$4-(RCTr`9wto{lJiIk~})Y(WAWQ=4o69lNh5TQ{)*fL1{bNxMJJwtF?z&-{5 za~ri%B(-y@dn4feVT82JpgyXL6tXR_(Um=BR_Sm)j-yWe+%XMd{+p`{_av8LeKx|1 zCZMXh5;H1-*BYlYc@IE;x1YzscG-?kRuuwpaedi}_I>jZB^hw?z!eWxYSB>qWDtYM z=>9;+3OHY2k8r5LE?X$K9}+~nGC$^6YXI=aIF6twULkmko(U+Y9#@yo0nX>r(1kh% z2%3Ob$qnQqGi1W|{w3*=p^M3sXk=@|9|zcDU}ugk0!{!K(m)fy`QVjCdz4D2pvDmr zCtN@^*7K7-urr*lz@4s{tOruXpwjV@tKkWy%Phs5|B=FdXBE`k7lax`7PDVXg!4?} zb0>$N%7&P!^SG`q@Jz!IXCFWbF4FMu(?s8JJS<{wI>B z=@7l-twakU>61M!;*#Sv(}JoSK!J*Y;B`x8I-B2Ig24vox+R~`9Z@_74#`ONYmh<>83Z-NBq6M$~?rw^(#_COaP!@NAH^Wc)I zi1|hS(Kp=Y_j6hYBfhISTDb=sQDUdzd(B{~*LbeeOQ>;j?(wOa5Di)ZPGE4yb=bv< zvyYjGzZ9UmuSqudBsf;`ZX(YZUQzmm(GnU@ZmI`Ix|2V%B4q2OV}_n*b&YPVfpexA6y-GCGtvGq@)EC$fG&Nr;<~ z@v|yYhy9=O7cg(;GCHJ{!wn`@ynmC@(s-q}2zcx7G?6je&G-*pa<7)?>??N$#I`fOxhNs8dD-8f@*kJ6B0D7{@8f z0^f*uTd zn(J_P3Bm-475eN6Wd>Y8V1t>_tbPkdRM<8O+n*jhP$qEI%dWma3b+vhn&u(Nunz8t%@`1~kHml*Qz+C{8z#yUjn=%z zb@{EACMFOpLw35UnGxTTj$}PE!5cu|Q3AHD-qJ>@#iBAdGx`9r8GRTPvE;w(pAsSH z+M)VGi_`u}M;6B43wq(472i7dv!17>f#cy#wW0JSE+|T{NMt)iATX#4P<8|Osz)Kp zt0CB%Q7YI;^rtW3h_r~dG0lqfzAw=J2Ym6a;2t9_gl@j_-Y_Txn>|8c8R|_^UKyZ( z4b-ISJJg#o2UpWg=H2^>TTiI%3WNLaM-LepLi|Ic1!WA#5% z?ku`7)vGK|w(PGI99RE7<9^Qg759h-cv*d|HH%&0Qh)~Js4DDZ%$oOOKZQO*AWgCF z@d?fhVtoBAk~D6MOgwLRd9NNd1#oj?ldZ6kEPGfS1D|T(_D>*2y!xLO|_ND)=CR}X5FeDi62}Xn0 zt#?(%8%ckl@QGy@!1%dP2Hm7*e??v(un>!ley|Ly%lZs@^M_n8%0vCddCI!%r!=9bJ>>Ty$>> z>zxdeH~px)kxGi3e*FkgIR44{|Ck29_x=-RsPcS{kgnr6*AMkc?{U>e)5z*Sk9JC$(5&Gu7ts9?~SeOnCV!>hs8cit)@-H6!X+gTGI5 z;=tS}xy(Ou4llL;U0-#~OEF{NWn_Wh=BcH$Ip)5W*0H(KOJ7|jahGbU3=J0i5eHP7 z0r#~FP+Dfn?G@n10{(OJlxsB&{)Fuyb(IvK;qxkKa){oZV_9OoWb@a6M`iBDGYp8m zY@qL0u+PSXZ<*Ma#WlmAWK6kus%eqXxFiUS zS~KjMz!qIWqReb!k%223!!z+qCZuM&FJXwU44S>6ZJOxtC{)aYcTq|Hj%8SR@F4>K zt-d&R;`z-ZJ0U&mHK??{+t@d<^#&jeYetxtu(p&kv#3QXiX3axbga;rlAfL%ufEGo z<0mm33aj(HOW2A0iv{ymVO{}|g?$~Gjv;n-Q%eJnW*GZ`Qb+&IMd|6^l52)UznPF( zSCsq@P2Y=Ch+cjXw4bJb8J3TiFcV^POPZAbFPrMW>3Nk6`MVaLwdl9!FlqF?iU4Im z4W>Rk!x~FG?x{jg`tpyrvL7eH{dGB$2V&JFoeff1-4s)wIVZg%PR|GbHRmff0n1vh zEXN&WI7E5!Sz5Ret}%12Ktl~=(`%%qHDT{DTitUeiQ%!x{G~QFEX(Vi?ksWokOk_Eo|3xwIgH_K~TkqiGs zufF*C8TM!l)Bx88s=IkARCQ&iJO~qG66Cu_HzX6oNz7TJ_}3&$O5kB^R6ADc>_1WW z7Y?BpqmY4rc}d5!;KC>#E6|eu(gyW$=vRSps#^?%e`ZlK=LM9qd5kx6pc;lTXKJwM zxYt;cl1GwwUCDJyiK6tTOtHTuBQ-dgs$tKI~uH?nOm~SF*ARNNmKo*5t7A(R=anOKEuuS7lN@ zVN~7fy>uG)h{zeK>^*pB`~*nH{vJ>5lN%OowOhG(p2*<)`R1-J<%7-*tqXfn`w%0d zt&fQKknuq9_&`#(bs8C}ICilG_=W1dZU0MaiO2Y>{ibC3bcUnj*CI-;0yijR0$>aA zH29pka0nv7nzu^Ln}CZGsuR#d-#q7)j*!vOtsjYsVp0$XqtkA>&3R}paP#BZ!cD!c zxvjo*j(Y+MLh6|g^Jned)s^rlc4Un#?h+|Bypl~sU|j#VEkxU;`)_s>pwqCE5!Y%qI3LU*`f4=_$F$zVR46d^$ zMtps8J&L(BPSL*mxGHna(lf~3c7L0aagiHoUivraid5@x1$39SmAu2+VpnUN072DR zY&PtrpleOBmG`KJoe|)=Rez*p2jS}pG6fsR?<9GXlt}gVX_(EO8?hYKbV&VDb@10Fa;4_2;FQ7= zbmKz6@EEn4$mr3$=F)Uo_Zx8`r6A}_c!KrpS8_~LI8kBAJl0nveHla)H;-{Mcs3_B zy%1o)vrt0znKAd*Q6Ka2!rn`=n=wD4rKxzHSA5tBR~}Yt!py1tiuB64<%u1eAoK=b zA~2zndmwObn}>~_P^lH3P{l2OPfM$rhqQGHuUxxGPtOON9%DNhvIcQGk|Iv!)>5Z; zc-V6AePnA%^-W|5_25AXiZ5T7B&Mn30530LBJ3ltYhxb`o@SAQ@TS;veujyXM`+s` z0;x&;H@5zM9L$??pD*aFT*D?T8=kZ2*Sf{3ld@c}3_pX^L18g)8OeEU>mP`=<~$?c zAG;c|LXMd+6{3X9YANN0z(c7MTLS8+Ad0rASvK}8)p>Hw**&s1HbWB@OlkVM;WNqD z72B)1L5fMh&LnWv@J(%vuECTyOqD4O`^e57HnsFx$Q53w>k!|}z>61A zB_iEygvl~s<8;=_;4p)w*-zxs4v#QWa}9LM&=i8%7k9#g$NA=)H!A3rDm5rbm}1eJqnBc(4FR6QuX@% z#QoICMh+|ZxksBESHYCN0zbrnZz5kg*uD_GpDKAsLUUApZ*J}T9|VZ74F1gATEq}7 z(?r%exa2FIx{TD_(~JgvOt(6*Y7(g%6^Cloldjj#To3r3NIltCHEUpJ+32NfQ@Tuq z@zE0ogo;ai~7o=YrWB`3vR zBBWNFm7rI?mb)_!(Hw;UTs3D7jnUB*bla(ssuIwhHISMKRTrpjo3vV}o;S|UmiowR9*>rr4(+n{>kxZ%p}esfmq&6ZN9%D*?vE# zJnQBNE4o({bOBfj$hebf__b)fXTi3bRV>#4ymtBWsh z+-xrKXI6-hk-MQW^1;0y1`T8R4c?zzN;oF4I@Cz6pE)xn>LVYJW9;}6yq2anWnS`T zndU z=Z4@VMAnnolG67D7RK3eW77m%E$Sg+w z)SLXWxa#w|t(PlUIAK#~08TIGk;&W#at07n73|V%bZz|CdmhC|`cY{km0A18o4wXl zhAPB!MEB<#wZdf-CT~qy+{>U3{($9*|1P8sRn%%&s78A^m*DUXQugy0ptSUS0Nld< z=ODGG2GDfxKj(|B%YCDvXPQFjr+#+S$b?jlU7BV70@NN{a4c@Bz6yY@Em%|U!@$ab z#&Zzd2Jt(LGhoP%Nd}L7V%{bT<_LJY!Ca#&%DY9Q zxKKvpd_TW|d&?b^(A>|epE5;<1mbUq5v%v!&92XE?{YO|fvK?kQQ zBeh7AhwJrI=u39h4;U274F3LWS5ujwYjuG++M%F=TlSDH0nY2n{MsDNTp#B}S0uCP z=s!Og?g%|`=<8`HPKEL1%Se$oE3uPYekU0@iO(=})AIeFAI}Vy(CCnsLc2 z`aOhm(OYeFj1<{Ftk;>R#9h~3i6ggD#(mphS%Ggj28ek`9dYq%ue1uJr28!tS$W`kgvTAbW_VVjxgSrVU$CM*{?i-Y_hagr+29cSBbr9 zV$;z&?9M+`^Tvck6e&)ao!tz;*Ay9~Fikm-?wEz0rVU|~Rgmc+N1t~GjWih#GG|fs zUH;HQNprp>Nq9!({RU$JajAQACYUhU!W17bpvba=GWl#KA9iLg?B``+j070OsH5>P z(?ofb4H)+Zl_%709p9R~R@t?@IX;Q+-b!#FonJ%ogQhfF;`!a2#DYWG-WWFruSw1j z3FD-;2FgqWVL4}V45;@Goga_FHV}3uI4c$aD`wCTvSu}8wgt#}#nVhfADc9I#Cw|* zyNJXG%_oIbZN?qPCAH&YqL08w@3q7w`NQ@-CwY6hlb`f{yh?B4bcml4D& z2%FP9C3|{|Bk0+4mRHl2o0CEcgpFh}jzTplPxUdG(*BoC5UNU!?{H zRFkHsG*uu*y4S;+AtY}3X&NCNRDd6^GVx1?XoS@aB*mP@Ara!yQONQ7Ndr6cpuT%{ ze&yt~%2mZHt)Jg4jua0O%0y(&EzXtSP8s$#`&e?dRq1WbZ+tS_+;pkgvy{69QXDw9 zoO$7r*Yo-a^2B7_Yoc-R6`{I^SxqVp5KU%jgQ4gv*|~zPkOkd={CX|qs+No8T6s!A_? z*P0Q96hx}UpZH3)LlE~S z0~^k}tZCkOdO=UfqSA=?{OYlkQ;^*nPofal%Qtw;4_->&_e=!mlwb<#DYbu6ztW|= zFzn%tLPR`qbfBWA#tc*+_uz=XhE>sg>J3(Z0rZ29o+DBlL4?#x)3(KkbNMQJYWwht zk+3&UpUy>J@M67F&~l3bnGJS-b6oVx6{;o^j?WQq)}zCNY(u11QagINp8e!iP+!B3 zb3LV%dr9~`Y*OmJ@zq%6O7OY*eKMjU;t44)odd{}Z^jr|1`Ps*^A`;W@@XU-;b%5x?9>4&BTC_d6!>G~E|UdIKOKK(z+ zvDbq;_*682Ym=ttd(E}~A0Gb2wcLlMln#nXxuS)*qjkc+8dc?|-OxYhbVbj#P{zwq zz3ZzI)kN62+@wYpoqaS(xQV6v_9x}z$IbQbuJw03%X&2;i!4Z?p6S!u5mC=U47j;M zaya$svWK?^4trW!zK&I!DPMXua_#m&yFeB)x55T#m4+=;*Dum^tixV$7}F_LE+XCL`xB_~ zr85L&SZP00%u(4fP;#`6?&ZiqB!{ZaA@qTB)r!g4KOS_ow_iCqTzu;w&IGi;CmYOw zjdZ}kt53?#<#L~Fwya}WxM%eXfek4FdYKhhlZCEMc{#h_0^gYLb=_xSlYXq-`^b30FgN6OJ9y0^Au7ka#smZ&>Mcm zD-Y}{vuWu{fOvOq8W5auoRI^0^tx%|#~PwseT^Sq1m ztDrpqn8-j&IG_K>gD!QocR}+N*{POO74EyF(<B9DV2gljw z#e!?7ptqbK3YPQD++N!~F3MQqc-Nk?IXtiIVPTlQt|_aif3CM~9k2Q@}4PG2ENyGYJxw)rc#vnuUX)zeDs%K@BmDoz+*q z74W+54fHS0|9FQOPQ3vU5RpB%hl_XF*BPyGuYfgeIK`Ty7BRlKH^y^$r8Q)}?Qk&ykoo%~~ z-@AN0U_>sb&`gRo<6~Ku?VnQl^aXv_3#hd2+x&(5T<=57>K%WX9o+-+?1C;zo@!rg zbbEK|*NGza6o}g~_j|(4J*UaNGUaV!N4cy1@nby#@_t;nc=dF9aiiPqQ={^K`C-N1 z6Fe<1Zk}$Jh02f0{4J+?7mYN3tbHMMJH;ld>&KAW?cg_gO0Gda4J-9XLa%$hUJgG~ zgl*SI>bRD${W?7V$pLL4MwjvE6mUyDzoPzoAl%f(mAN>#Hf+QrU5+@}1rc5NmOdhtezmd!9ApNwQ!b?c~srI0X2QTY(#Aug!3H_j@NdG z)$BvBLMXKAo$70!>)nSQ2&2cefbK;DotmGQjH1vKRN4;hdwV#K+>DAB7sn1+3 zh~!ww&=RDFZD6(r<{BADQbW4+3jy&VA?Rdwf*LqUASHcSb2QC=BTYKNd4YdwR?Xwm z%6W7GlXJbS`nz(IALs*fl^-NHt@Vb5@UNB@o`i{UGy*S~hGypay|cYuF4`hs*GCDs zJp1Rbl!FP!`)paWr1cSNUeIeCg7Z1q|6x?;>F(Qm=AV@2GiIiLY_*C ze|dV=L%oh#@s zdp{`4Ea(z5&WXfZ`Xc6XKc@Hb z7;5|yIo69VIbdZ)!{}TXQc;O=4CK5C7mNhKX5M(9p=C2Qda<@b9qfOv@3#v< zdVu$x$5^RDC!ET-4}`gUe5<>xqw&8)w-8QiI_d{*xjOWz>yFvAonU{gV8bFj=D2UQ z3106E_N4!^jH9B|Gzdtpu1ubZH}#r9!;sMWBZdk4pDGZ zp}&%4*oqWon$nPvAjl#YlAX5!jd!e0S1f|aAyynR1Rsj?U+;F7ToZYGjPHLdvSdqtI;i())jWkT0WH(797WRxu2F zLOOj6knSw5t1sUttdt|mK2VGdkX~S)(Ieh%pTShC<3D&d1b$F7lul5=GB6TFW|3@P zG?2c>wkYuVDr=hF%%MQ(dp0W>-cP|GSu~Qhcx2pMwGBKl!{sI${3}N@!MG*|D^CqK zojA;BX@=oix-L(TYBXf-yhgml-9%hcrj@Ha*d8{jFQB26gZrwFj4$KKZ2kw=rQ54p zp{!RUmFHCD)`yF}avxA%_K@^y;TpFehj=D;Vzz*!SEJ#cVm##}Fy*4^L!dt1Rvi@c z;6p|{47*%3G&zr0OE-=+Z#}2GRV6LYxRKitS2Ah9Hrt$Z`lUI+g@5Y2xG4PEo}i5I zC!iv&%Npe5)Av7Ltp65naYl39G&*7Bs1vA4JLyv&+(xnroJWGe*66Bt0kTZr8=O^& zf-!kCvkzWfO4+LbW`e2f0R>3kYh>ZK)OHj$_1U@q(4u#wPyR(t8LZ3v4tJIcVHXiq zc-SB|RaoNTRg5g%b_bfaKl**I`49Wu!yx-@3E=;_0W|G+lVbTsZ!_pK7voQk!XN%k z=hn{40hiA>LI79*#sf>UuSp^eI4Q{R`2hH_ux8dJWqL{QHw3dP{+IEAEuoqp|8@f| z_!h!Kg$UzMDIFkiVEnN=At!J5lw~a!4UZXd<;}s%SBT~d?kAb3DS4|MmOX{|9v5sD z=ZN97!?1DK3s>ZNsw}4{F{b7x!J7*EJn*tEv=iU+o*M|4Cu=btouS2e4r zk>%?)4t}@ZTc-RTr)4~?J@)4b{^_znXNp#3id*hex~Vs}!1p z@guX*3?_Sui5lZvpMw-2c#)U-m*%ecS>25OkO* zcOm@28R2L2=IgWgoj)Bg%0uGaPe&PF&-OGe_scU54nkvYPhR};pnQ`?)f)IK{?kaD z{$JEHUH^l6r{~JI&sieCoC9G6VOxxLB5?T&y7ha{))2$Ut1POHQRqyef5x(C{4y}S zEBVi&pZmW45ANs~@6EP7ka-h9^QrI4|$vpTXIY=ipLH(uA5Y0yio-N{Y7!t2UGMg_fip^QUO&*xXG1>0)z|M(dzP z0NwTaeVA_x4qu2qR5G3w#m@kiPQfosr2!}o4nU8!-?sQdd@>TsV5Ox5mTzhW=B1DL zauZ-r$fhI{vZ5`oAY95UP{DsbmF_(4$ziDtBbSYKS2&ob{$1Tm0ivIu`(ZG_5^@&H4 zpjXn2B=)=XETlq}M7;}b3zulDdVWag4Ph!U_R_Zb)%y5t$Fm^?)Q=3$DOcjri_a0I zf77NtuDN21$amrS@bCB-r#a>w$Ky_OrXPu_-D-VY50Y7}x6Q>!E*DZQKy<}lnWP?{ z*Z;{(UVdz>GDNL$jH0d=*pgg83>vvauoOz)qNO`@h^EM!@$f!|PauTFQpgAjRh-NL|@pNdX{sgIqFVNG!U8bhG{Se2%%PE#MHzrWRiQ({`{L zVMdprZFr5MlR7i_!5mpFIOREu3E*&&-uYfCd=j}cqP=LVlKGY_;F{+?QyA^eE(V-u zW0|GNyMC~#)6tmIJlIFdz;T8S!0N(jPOvuoYsPwvARl&*O8a4-6Xna&VR`#3%z$6z zEN|Ark?bu*%2E7_n}!{n?IKWd;_~I&#_lfL0J~~N9j90G1o9fVdkB$loyZ>P25t_; z$??NDOM(VYCWpLpHFT;8%|BT!4xDnet06I3yZlp_0!+X@ti4ByA$~*mRf*!D{$B#+ z8^%H$``rWhD-ca-R=vOZ(S6T03^YrYRvyQG?NWVZ@#75}WozyT_(trO7~}w&zdJ?| zl)$z?9=x9(o7dO0DlMQLVKPPh87%Ov@>18)umUk@(~T?fYA8P5H)3yr%gJo{?w^ta zci-FR8T0v#bl!c8&?cD(|5)2jbDOi=8hn1HvJ|+^?%H=(BqIt+{}_Vy2)&ZUet+ij zK3AcN3kitO4HI?zx4~*L`QtrVZ>eezgd_VYQ6VFh>slb{Df%@X{&$_R%Jn@U^EH>wq�t z@j3|NTti#On0Ir1I%ldeA&(~w2UHBrAvIH5cWSjebDGOT566SBXzT;Ib^Q>=G=8uu z9;1?W1jJPX2KL`!z0>kr5-JJ7m|k82GsC|;si~DR1P-K1szRHame=7_x(_*L!H{+w z0rMe{DKjt$3@Q#R2jfNz>_X7gEtaa4ndBK$CQ2BRR}<2}*t}&9MqCG?HvL~X$oTSi zLJCJxcIy&Lp80Ef{1}^vy!zOM^RbJ}R8ZGA>zCI*mz85)9cm_CvkD*L{ym|wV0_H! zQPTZJ9uRmN2jf!+EXZW1o;g8_4C6y85~o@*Ag;@WNtW=o#SxsAi@+`GRqE=LA0%;n z+KnGO65$3u@(ac%n)skNJN3n`_(`;n4QVvAnHGMg54QA^0h4`m*}enmSL%oMU+0Nx z9lm-3=d>E=$c7YH#u`6t2Jx!lI3n5R_m(%tAE(;KC1p0KMT|cS3&YFKG7IE%w1I87 zwane@Ip*Z_4qaloDon`!=GRe`DcI1FWX#?rnb^s1Z+<`uA&e}P>UaE<;1 zWofJ2`7LeAU$&w*n;P3Y@_a~3qS$0dncIH~#nJHif9uXO6B;{U!g#)n{qRIa=}i_n zH5~qM%{iZQ#WZCGG5{aH<~+6L+_w{>z9ZkzR12a7dnh?58I5j`r>E|nY0@WG!p$7M z&4bE8?h3JI`(S3=dsjCd8NzrW>cq@zdGUY^Fx|;vSme5>x}iDW$B+*}TMZFIyqTl@ zg&Y_tQka+;6RC$~I{h|x=JZ~ISy9dVb@@tfycSqx)SMe}{98KgJ@i%~m`{e$&4*fw zDtxV9Z zE&myqI*0rh8pLMI9P5XNbxVQVMkYr z7X!0;1XoSu^qe<6>4H05dDQ|pcR}Q|PZb^QSpEVPTvFesvwHx~?diQZ(l>E=_vkyw zdzN!Hm~S_vhf&O*rK@j(0h$v7w;Sv;lu8?_8wCCa?$98A>}G(v_PQ2s;d*rQPI*s# zbjL%UOzszgV=(BPJ~P^Dr5Vs1TL3L2@m2t{vJB1A-53F(FksplR(R~Dd%iLW^@c@x zHiEa$gjk?D#_t4XH)`mP(Cy~ivgi4g_8(i5wl5H$$%wS7oz=N41V81uJv}Z+JAocr z?`k-{doDZ&=*1u+I>)(BiN&yX_GV)Ia*TPl+IhUiCyk3B@VKvZEp`QK2Rm5V>Q|lm4!D`)PP&DVZ8Fqc1uQK z4HH2l%UkV=#djHjC?7|K6?uTtTnMcY%x|8(b>(!sXX8Lg+PVxV#)E@)=;&M+_?+DY z(S3sMdV7J1;TDy8Lw&^=t?yGrS9y9mY8tR@2b}n)ZjC2#YHO|Hf$MIyXuUP;3hAqW z3-I@CsUZDX@X0DIAlAgiXp|rpYkGhWtcIuIWWIf|=s0=*riE`wZ`LZ8L^zwJu~A@* zSi>&K#K(=@5#~(OlSeKk=4pkj@&a6S>T+U=7ResCC4Op!>Ynxfv7aM?c>OIHc*-dF zq(H5Z0ExvR_@CIauwO~;S|Md=0HA;}m1O;fnDE^N+V5wG!+AUg^^Uac!&eZo}4Z zrX2dt+&=E#*cl|{Fo^Yb3N?!j)~wY)QMUxvy%cpofZmtKBUxA~sjZPX``E@TRSdU9 z8aV?O_yL6z+hqO;xr2l>m71s(>lenvsPF#JgH z2jbOI|2!O=Wdb;*hJC_(bAa$h{0eHe1&@mPhh$579322c$Nej0qo_bPQtbrpakX|m zKT!P}>{)txss+M$S!~a*eNICtsIy0`sQA<|Wuok6ne*~~A0}AM`~qN=b?8cvbS zevC<2SNSC{afYJnvAczD7}?=8Kx4e38vPTL;~EgR?6JA?dwTE;2lVK0bg0wEyFkiC zsBV0#w+OW9%ttatF`l?7mZ(vPeB2yaqg_Tk2(QGXAh#cGh5d5L0@;I=ngzo2Ch<(h z18q&qhku0;6%NYx0FQH)9q>6;nxuGx6{&)awD6eew|4?d=!^g5P6%(nr6I3za?F_F zH}cBdgSyK~Y>ZM1zwkS3)v)m}UW$+HUz|JQD041 zGvo@{)k0o5Ik6WwZpus!gh?NSB-8&-aw^Nn8}j%Jw6$ys_;x(xI18e+K&~|iScwZ%at3N3{SVUWrbF?e(XP&?6TNw^ z?AslGcJA7~S0M~t67xTsRx$o%R{Lz*y>{j6%=Sq~xL)nN^+yRAxpn`!)SK*2C8vq4 zuf-i1i7wU)(tj#cyTh{b=nUV=M42bEgK^5i`dGBgpRt3Nxw0C@e(Q=dJR)ZFBDtPp z#^WCt*=mh1K#D8>0lL+*I=kHsrXu@6>sFjm%a+HYIayjYsNn`Lz zBG^E2)}_%DS#whOG`Rm0g}=Qta7YX?Q0PIrqfOR_kpZ#+@?=no!~u&z(UVZMKEo%h}1tyTI1 z-@b-0*PkQ$8Lk*Hc@BXLoi1tNLimU-5xB+Yl<1sV9FL7-LnJ8E3nift@ibBsEh$8Z zKy4Qa+9uplhM(hkk3t>Q=jlp&-2x7P>9~3Cp>0yM;AUVo5 z$ydP0;p%X z-AATcX=}o>q%cn%p5HO1KTXcx&W_sLV_UbhW*gZ&brZgQls6a=!TM@vN$k0r{;`v3 z4#dc@;irQfr@}Y)RMpu$I$)wR_MVyCJm_Xxna#G$h6%-KJPbdY`F@0qRO$+7i`k0&1 zW=_f_LdF>_W;BdXw&c0MzbkLN`1)T6DtB^ zFlSAPFr?kDo-^7H`@N_Vz`CD<;lfHRD zMZmUsy~Lh5OFlf7?4}c+M)}zBQi++je9ZU;UmrS9)E`5ayOF_m;@bA0TqI_n)@Ybg zj-D~Krs?G>GjH`S*M{izX}W8`hjCsoQ$vYF`G}S9W8wWWM%68&10aCBL5GLP!V&;R zGqMw=wFgOq`QiRpbWiMrmsAC?HAuvho4$#du_fz7YSpYef5=G!Ir56Wu?0C#eWAxs z&$u-r#bq*Z*5BXCa1ZA%uZ&Zy#XCPgs2zJ49znXD%*-lGeVZirlvSj7OxYvcn}FJ$ zsX*zznZ0-|Jiu|(>*IpcEA-I=%rGeTIDtKVT5g zT4p@DEyt=@++L4Jxf^zUOK}UqswlfHy3zC`wY)uiBfsy1jxGoFn#g$(`&lJbT%zE~ zt)ns5d86|7CkdWB`OV$h%1HIcA5|5sLYsT|*3bj*iZ!2`+0HKn86Q2CkIL%;TtAwQ z%S4BMigF3y)-~o_72P{wozKXZTq1)ySp3|(cpxJ7q4QJD)Fa|WffCnN^@3XH%40bu ztiLew2}FiO`;|qx2=eGY;?&k;hFCm1816!8DlQL7<}SgvHc;NtEo`rc?*By zcR25dz1@2wCB%!uI}-%6@&)aO7*1gBYuhktH}5^k#!*qqWLv>>*=k)Bs;vY^#SM;E za&t=8;=cU?w?9CnL5Rf4QE^_UNkVR3>DnN8@H+#*1Xd%$E1l-KMxupf4BZk9kz*vbOV)D6*-r!D{Ke*YVAE&$G9 z2DOYU-&;cUWxJ&BN62;;o_JhSgN;4vC4u^ztHs7X)V7xRQE-LzMC6w`Z0r+lo1W7N zX)ch$6{Ty}9%D-p&$|_C(bJ(Zm!9#NBlI*GZC+aNc+@mz7mJ~djMg~YYXZ1{%4DL&<{RO@ouR9R?}eUJbo! z#1a?2_lnCNuHCEsX1%sb%=BERRdO*&2$g)s zw%$bi&Sz;K+s?}&fvW1lvj>c8Ba&55xE%n|i9RY&4@v23( z#XTm^@55392-FlWst4KBrZ0AzP6z?NMH+kSgk$MFh1BWtA5sxEao7Vf$hM`1OzvrG z%fHzkMD|9(wYw@bTh4M*%WzFTp5H#q96Ra)v;py|dkUM8YM0-oo-|Sz_pM4@I?#FB zEs@NdW_1jHZ!e|gvl^ngM(hIP-Tc+^P03C9v9sXBf%7iQU>lZK9otljD4U-M50Y9aHfcFWxdp`49uL9UaFse7x8FXJ^|^IPs)><4L4)@2B2n zTKrU7thkrOpwz>=Q=Qy9#CX0Dk6=C5KTlnI|ySO0po@nBEhB znLi0a?ls#dQxcAQo@()ssH#?W+=%;kcC4XM$Xw5%)i7Ine$mNdIq|F|SV*70+UXZUoJ%(f-1s zM^uc^x8a6qp;DF$zcj8&xYxzeYTX{U|OWfOA>a^Ad2>HXf zqg}yFi_@Yhg1GA1T8+>Ce{J=5=cu^F@k^*wjN=ug>f7+0H|#@$uE7;4e7IpcH6@o? zhK(_%)vPY;&*S0g3>#ZP5h3oA<(uqxK81HN*}7^5DWAPpLg&FgbTPt46r05b_+I|l zmEoud6i@b{iDiZ@4AUa+q_c`=15Cb(s#i-Q>i3pbK4DNx z&v-XT=gcu=_wqZ_YB?X7ncKV`!QNS;73ND{)faw^V@Q%|H4;5$!kBQ>Ngkx@$Gi#{ zzX_EJHx5FXWdwQ*j&MSqswux(Z?Y=8bK{;$X++)$Ye}hZs|fQ=W@T?<+htd`yJXd2 zCe*;m3wNxFFaNBU6TjW?0xXp}PC`(T90QMRei^A`26+9| z@#}7gt*lVea&+Id`?7-!P;rr(Zd(r!0(V?z)@5C)Wn3@D@QLyrv`~j6)x;n|*GX80AR{*uL ziq?ZS`IKcYKPyI8-pfAvv=e`WTyyBBjAM0)lN9q|@pq0^&Fu=NK4OD^OrrI63v{o2 zGb~R=9bC_DaMVcVP0x|b){ZV;$mzvcf~jPPR4Sd%P^ZiGpQ($!e=4 zLit_pU*gAIfuwl#@chl}$weUf97wj>>=U<|t_sFZl)N@fYxbF%k}>^%Onr4g6z}st zCDPp-ozl%6Ae{m#D2+;ofW#5fAsr`3!vP|t(k0T(9UW4l!~t?jDu^`v_R#m|`}^;i zXJ%eAySKZ~JTr5#?D?&a;&Y zbVO-tn&bK2wNZv77hK^%kp96V2_ zBaT-O(5l z$SC7!%7+vfvR`Q_y!3Qn!aun^a(-(tX$&ACE!o!eH~$#+Ows5LhZD6FD*h>8SEJC9 zdC8N5{uR_W>><|6(Gim^*Tq^S+B$j>r2d$KNi`#hk@)fJY=MMw})k%4nQ^}~switI(}3O-|19^(cnW0og3wn}mn;pMWGqXSVf zNLQJCLzs%}AXS0~xPSnP7yhuTHafcKz}}l~iQ*<7$i@I4k_;8X4$o@R29Nxz#D`TL z1bfphQy@MoAVMS%ODBqQ!|t(bPxHB?mVqmhhn?bpjxgq=nN9~(coYo0XeqWx9}K64 zvZI}}g8SR-dr+<&9zPHYobFP)D^!#>w zJe%BU;0fWST+Vqnvl~#KVjj6Cb@FoJxq+k-);=jOe-0k9R=gW0Rv2X!|3)VqE-Bd- zf+r@F=lJs#4IB@`?D!|iGYp&Y<|i6`rgfqb52*tksvdDJkNQsh~%feYNAVE@S=HmxV>eIv$T0b04*&u0v+q%)jnu%T!!l0CJ+a#J;|G9%fuSj+K)Uwq4lRb&9WN<#Lxiu@_nwLhAzBE>CLa#eN+2LQuoDV+(Yr+G zQ}FL2@zDsVRJy0kGNNSc^mYc81x8B4F)+7H)cJa$4`!uYh(+vdW^> z@^%7uDwQ#EL1J3DE!tTJx4>Et7sn}|d}!Rf#W;`PA>Ju#%Ow(vY_CTcUj zk~ZE_iF8B2cUDRJLR3XItDK-BG!_0FyZU)bNg?xy(ZenaZa%6@IiO@= zsc|Fn=M=?C)X0eJt8y!Kf^!nw$7Vy3T+Kw9k;x-sAYj8fXe7poryGqT%JASe>5ios z5bKrbXT~Q*IX&o~ROodsu+Da>y2}gFH-e8!TIIY}U1iwU1LwSb8@m$899?7DQ!90Y zGa}HH0rrUs#&e5;5@gcrv6JB;q!AvwVkko*sqcV{v?U}`$8#JPTao^z2hPY>R`=*7 z>HT2VQ@f7G8S%o7p~saFVMrZIP?cZ}#zUFf;81qI6C;^(AVf@2#S)0zC}o+|u9aMS zM$6!~bbfoPPKjAh_rQVX>YyKW*g437g(+~C^P7yyk!e|7_`UlXSyln<{^AK{jllx` z^<5zP{HhO?{y#wmZ}Ny1SEdVW_P0U!weem@b!ZQvpLlvsKw#{5$Da(bM#kRDS%7_H zBRrNBIF5S$72ED@BECdI`DykE8DdgF&0Z?mC`~H{?E#z<&?=*`;-zu$`9H;51>vxt zMr^1BRO~L6#6wM7GY#ixg&5mHN9F7Bo!c?CU$U%I#+7%wRzKpxdVhVyMb^YQn$GhJ z!F1QapqKJtBg|L7sWvA3dCcVf6&aFHHEj`PP4UhUSRJw|Ryuos0_ zyz&0E*o-8W9O*e1qA3-sCwn002A>T7m=tQT&O!%I&`L{OBtaCAb%&(z`+e|}0ENoo zfjzlD1tUGqQ54$^Zf>5@P#<6#j8{lKDeR=FlU`2Ufw1yt*15{qtIQg+FySI zE$H}9@5RQ2&{*R4#~8SkSYim%zj>~zP$z;;JMg8~&9RT55{`dx&YIr5{|$w${u{2D zr~PLnQTGJ~g3RvzpUXtSr`KZ}r`w7A=(V$V@>l%dccfQO>?zfF*l+ARU(&>eW1k=b z#3)i2_MKUeQ<6O@aB(TaInq9zuR9X7JANmrGtIFFzbw34F!f*;4-+W0tI$!VFbv%( zD5D~zL4s$4!jsi&GZpW2x!ywLh*G42VQtcX<0LJ| z@L+Yn1eUN>fajx2hqB%(KXb;|2C$q}oZyJZ*^c%~RBb@UmZ0AFWD~oVW1JnLXd%YT#>7urQ=4HJpOxG zBqtDmbz25HG^Ub3)+pz*E=OuaPAUbwva4jC7>zk))|U)*t`QM!*FOx44k=W9+jTbM zcBjyuabmoagZT8uA@=CWan0!)#l0;-rJBQrP1vzU@x)>P&+Fw{?O?NlBR=3ujei#3 z%dZ-xsQPV9g((ImpVle5ldly2mUk%MjlHKyG}GFy+I{$ns9tr?Ohl>cpy3qe@BP-G zol!{2()gXY%kK}33okwLoYtVm&qvtQli2<2q~Q_MS<(SJ0r#0i>W!X{peTUZ!s%m$AutCC6$NBkIDuI(jN8n8j$j01eNs=+&L@CD-8S>nF9O0;ueo<3pri($dqvCY z*0Gc`o_ulf234z*l%%O-SGdw)9;_wbRIYkR)pFlMDYD175NdRan#ix%HC+imohIH^ z?R29%HIIroKOeK2VIelZ&!!z{evzU7-Gz3cAKf&uQaZ!<;ZrO47NkUYLh6@X zNMwijqEy(GOrF#$7)s%j6hiJGM>^y8KYLM&7UR3 z@?3aMn&IHKrA)!~#DfE~(af$O^7%37_o~Lo=3fmz8ZGCnMl1{W!QL#*9uvqfNN4c` z$6b%_cf7j4nrsjN(zjuY=!wSl2%VxduCo51_BBBHsaLlp?}q7%u90+$Otslm;*IGb z<6&;#{Xd(Y$at?FOSW7eAbWFgD6STxHk(F_P$`(nF_9PB*y8zNTHzXu)o)rZ$mLCg&J#N`KH!I&A)k^1bifmhrz&+9u z(H-U)*La6SIqLNc4)Z zvuPC`kUVy7-cX7QpM9cEN}}PbpUD5ny1K!V8tzw=3_P}3BlvZPv);5ZW0nO*vL90t zyo`I%m=nent==C${nl4=0|)vxg|8~(uO)+-9ZhBOgb(+fq=&t) z4kUb-?Gx)O*+yT?2u)s$4>wf8oh^K3Ezz}N!%%>2FGx#Pm&Z1&W}UHdiMDSs9{X6; z;{9e{JI$fl$ee((9Qf0)0J*yVt1rWnm2lrDK0A8fJo(2x1O4Bm%RF*8Q+yRusL;Rj z&7V%7U12sD_#nbJ#=pJ)jeO}h3){MP&}P1uL3Ri5A=~?$tGmUwgseh+Y`qx<_NjEn zGW(ZsFXBH1*Wri8dBN|v?{IC-ZHV13;Ea)QzH%6MHqMc?}DPd_&?Q?LMhSoictsr(tl!{N6dK%;pUP})tkBQx;HKN{sggvqB`#O9vz7c53 zmJAi$KJzq*iU_(gz6|*`pR*L8Km8J_Q9+LMr|$dYibW*-*GgJIIRvmGS*yrjR=Wck z#!*`Zll18uO{3{REx9vw1C_h5Mk3mi5yCf&9fpNs?;mPFZoh9zqLE&oHZM0wsjirG zp;GBJYm2!A71E^E-Xf>N zTl07@gAik3xP0yZ@%Hwt8JD{&EJS?{4S?e2pqy zQDbQ+zCY^lOH>){M?5BYo+Kya&bz_CI^#;HBLA!V%bJA(LsVXlXF}hb1eC5;JYT$o zhjt;lPg(Xaim1-3>h1G7%qQF@3znD8L)3QF<#LbqDDpGP?xV@>7k@NRtozoIV?tzf z>_yCPLxso=HJe5YankC_~Z36V840p#Rxd0#V<@J2#s7in!HwB zL-JfgZOHyH5!vG78)wR6qM6~Gyq;;q!gEU=z^)R2Y5ZXluxZT)ptSH7!u27Ni%=~>sHtF~hKey`Owv08 z$*#86tr$)(!M>(F1!Euf&XJK)!M6kHv{KrQ@ahRZfRCzy+GD;8rKrGUDF1v!AwB=F z7S*dqgP9J_KO!-4&0u*v;k&|t;7TBL$q6wBPPp6G5;t2|$q^`zM*>+Zy*st`hXcqR z!N#Z%u#B9u3hq)>(>(LkV|XZW{;{o^rmo%%9u+ETuNMKODv;Bc_hG3 z&!Ym^*y%oEcX&V6uzar%F53-RaF$^i>3$a<37MO~f@lSfZX`j#Mh4(9GY^<=t}wK> zu;V2p1`fnu?jL}BMVSE6hA+|BB&=Rq3{l!iJ_x};KlGVhMzj%+)lT2AS^6d<3!)Y^ z8v=H)#C>|V6F1MYo(~#sVC-%@+KyUz&7+$Q74iwsdY54H3e;eC3koX{p*Rqc(eb!{ zgX5Zz^s?NnDELpyq5TdY_$^H)MC$=PW`p{k^W+X%0N94oA5441)(5xe4E_1$gFXgM zL6N=@w_a6%WsB;v1?LNl=vjL13h3@5spS}*M_7oMX$^0|XDQ{+`<2(~SUjbCJSiTf zmd`V?eZKjCUS8>LYB|9c|qOvfffn3qu0 z;YaXhCW~1N)%x=FRjA|)@?s&T{9#M;M(a+Jbk!uluejj*P~64CmWl|-H1t-gjY1oA z66*bd*Q|l^Q02%;Ug5`#U`$LsP;Cs8aZa&Y0g{W{_%_Dq&)hUbzz@wMPEjxSfwvF~ zq`L=^Q!`B|(l>9D@W8~+07P3 zSs%`j2Qy5>FnufUsJQpcuIUu@Dz9Rfp1fky??&PB;O#7Yl)&z|r zw{##tZO&bM8k=yduBQNgZz4Hw^vxty@j!*au45AuYq!AppwA6b@(aehnLx}fAW}F< zk!foer3C4Cje4ip`(jVZ2#Bq}PAxrsKGjiE@sqEKQOZuX*$LVC?Txrgn#Dq8bi)1P z)K8D3T=TZy7-V6PpE)-%ts;*B;Y=1O%ioTFWgm{=7jZlz7$geyI#%h`4~>RloB%`x zqLiYDUvtFV)F|?Q#l)PHU+P=VF2X-}8WJz9tO65`U-oxXwJx8yrP!75XWh<6ssGmN z<#&o*>oEI~-Xqvp`}B}?@CMWohF)$3<&~EpCj;6s;KP&6pml=VxDy8U7e`@z=Q>2U?)T9I9v z8$6AHUFONhhb=$97k;=bZ~P95p!mtWcN6=QlJBnz`3Qg^N|1F~8yJ7)caGJ0sA+oD ze-U!Fq`(1-a!!u4r+2RW=HplJl>s2d+ zt~vx{On*Zw_=agx`f6JMxCx5Hyg)!rhluOiDu%=tCyLb}`ozVGh`8ULBEDfIzl&SfX zOTCd!uq8c>eO?65Y*1?N?Fx&u-8qTXCh-Sy^^VFtwHra|cF}1rawm+cdyH}qZg6sn zr%AKPi^KCAzmL+y#`e{uXE|^Z*@3o(wY1;N>t?WF9-JLPK!B25R^Unv6~a8zXkvl# zNNJqXSyu9OTB2CF&km*#wf_0-^_rOZ5~#{#=x~k#33AgXia@krq!}YM4kT`iBn{bZ zaI}yQHrF0={>@3;q5$HZu_CqnQB_P@;&dN~cRV`zz5c0cxf#dTO|#jBxS zpF=!^Mu62j_yovGd{B^Ecgo>jV}9S%fBKDasuAV)MLfa?Y(-g&wYN`3*+I@=fI zh0-AG9Q=0~-U5QhvZ2t#4KdclpP;TVM&5jqjBo3~rUpxW-*+10LZPxu49M+W%YY#p z_wvy__o@0u#PmkQ3g`f7n@8@U`axzG6Ar&7xRwIG zxP(xc9EePA`ANIyC+@pYp<1ptr;-RAnSPbt%yWR#gXh>oAL(YVx-s*bzc}|$2 zR6`7AcZ*;W& z)d~SI3#Xs~!~w{~mne@|*zpi;bP!$7&x+V}*X~3>g>->x4)PAoh%~|fz{q&Eg-f+&+5e|oy zD@mZ7Fa$n84BrC?Voi;T9m))pr7+3~7Z{IHW?<8=*!4{QNoc=r(9#nOi;xT(aOs%O zaeU6iC4}3qThHpZ+W7ck-vXUAZ`+;I{~&oQ5?3TNJ{*RD9ghkwv8Rw6!v7rqMpNkwrUn76&8=LD4%vpV%lJ(Aad3 zFVdc%l?SA2&TiuzS%ZgmJ;7%d7O--DQFA=!`~&}s(A`-jf{QtDS7jlyYaKzwm5AOr zQ_O_4_X}aVvpdJ-V)^gHs{vMx>AjvO#h3BVq#ksix+sgg)-2D*&2}7$f==!`dRNy{ zLna)Zf#<5ILv`(^19Nk|G#}4V_wC>38FbX^F2AeV>Q28mH)Lrnt!^KPCgtVtO##L5 zP^b2RyW@d?-s6tPg1^o)>8R~Kr+szV{;iNjNBvEdzH=N#j;WfH!yem~q5B(v_QKM2 z%nU>4gttY)?MvgDPK8O zeV{FHTMIK(ydG*|hL80VV(VO44w>ayI!iV1%zQcho^rz+KXFF1S%3Z3uyZ5_;p$7; z9~&Fr32`K|TD*uJpC z4?!z3kx!T~I+hjQ2im6sx@Ad{oH%N)+kc(FpAvLRd1|WLWQngVnt8((9uqsNbK_Sm zZY)0su)`%eC2-ZAwep-#bud!KVIPGlDP{Ikg*Yz(&=dT@@Qk0jTMmH2HtzGs(kjO# zo)~9>h2EJo0M2{>R8U#5)(~M-X6a}wl7u8q`nTS3i9JT>Pg4MnejWxV*{}M5{2IAHl!Gt<{~wTRH~%{ahq4$uIwXpWvkOUw9&lRY`Ae zhv!#&%AlwEl~y$s8gFc#GC8gpBc9g}X$jRIr%YOFfdwFA>D9v9Yk;ReNfr|^NjA-RK*?$K z;|m!wa|2C&fOx*|ew|4Bp2+k4mXr=?O2zu1#*VO&8tGzUBLUvYvOHOv*gRcHJ7aq8PIPo`Yw7u zM3?bV1FvZabu<`@f;!w#s(=3PCCSatTmJkyRnoqHLSjSv%}Uwbcn{|uQ2&=mNRVVQ z$hd98$15SU%1FmVc0zsVq3vkAD;Y<}D1gcI<-h!qrU2XcM^G*}zgLb{Q^Xz9xlQMI z_x*$2=W=2xsI>8#pJl(Tja}h=@tEq8gQxGtH@W)9^a1#Gz>hdB`6AD(^2-28!t?0t zDjSx1N!icYji-qc8qxZSy<-Kh@>zCBbc3T)IInA8(+Bl=o@I^)f9q8ElS}%^&eqWn z6mfZRLMGpUigp+AvdQhP>s{F+9_|rBBVxn{k_M_9d_xAOc>-E`Jo9>LDbyT-zi-+$ zEr0SPAVPKfq!;KF8P>rk$!_PC)CYI}Vh9V1e_&RqQc(QMKO#h30A)X*QeFHjV8Vqz zHk>#w+jBw`65NE%@Rk$KsHKoPaNvA_A6C5TUkWk>0{WmLCDwC-M`fbeAsd7vJEH5`$0`2iY^8i!^5X?mYCv)ml<+~cz1}h%g z>A}FvFHS6IE*|=AnS|dtL6@a*H)ONCVQHeY04O8}2v#aZcHm`YxlqB2F7Iqn7Rq9S z5WHZm+ZnTba);3Ec<6|ub35lBegNYJ`t6*APY_X;r3`@4)Q~^QJk5M@u-nY{V!Jh|l41#JwTuHpg`LK=pyD z)lk@bM5QvUJ2eVuvfYeup_2W?}2op(8 z0g+^_;|NBz9@uSLGf}33H?1m@fP&VDw2Iy;_`viyDj$doEvfq|K`4$VX~xAz^GKLABG}&6)rRBI6&^4 zIx=y314}32yX3db20|~PQ*kHC;EnTFGAd+$G>A5W2*yO6sn@NZ6kFY`U%^bn)NUgT z$HmsK#}6=Lo9pqlxFRtio;oyn%6TIdpWOah7uZ>hl>JrJSBm*hHeMg%*L}j{76IB$ zpdn-0ONMk7>nE>GkJk$RAB1MF-8F<$a7rZPNyLHf0v^Qt3HKRgIR=k|>>@9LQXqJF z{g4-HN{-F+>t!7H%}Ro3Pi)`3@@j0v`PIcMzPL~|l6jqd>gr*tkik@SbsP2)KPH1@ z!p?OaV0U3v)c4YwHuA|nH)RT=NJJmyjqIPgIo!ZiclQReAeM_r0+q?F16*0z9OIv< zLUd99fUeTqg6Da_Diy(vS(qBb7y1CH-`aqb8z(;eA%M-T#mOlN$BWwu0N|biV!dO@ zU`uxD5S>H-;Pss3{V#Svb(bzKw$Gyi&z~jZ=L5ra4Q~8XY|wN^4xv(s`eVS3NLT6? zUP)A0Br*X>!lz=x{Ody3QBJYqr%q9Qe`fTKZ!zuzPF%#2KSe9%(S3a;!0mCi zdGE354?)wOdvVG1K;>8bSK^Ie1~Og+p-ztNuP$+TdIZBdVb~{?D*JnlfICRE;fj{3 zYVSnz92I4p^}Xd@pp!QM=;Xza90ft+Y4@$b^5YY&7#hVtlNiUJJbAz3vOj}BhsN>N zYb*y{XRzdX4F#lLF-liU2njoqz)t;xmxW0s^2i+hGKqC`FMz-Z`V7lpmwxyQg&z63W zmu+8##t1a7EfR}5KKL^Jr-7RxY;9XXYi|exI7I-yxo(B=?>FFI(U?MZwk>8)M*F3{ zSv4xF+~w7If{4;d&RX8Wx+UQ9e1Jl&*qM%!fqM<}8hPSC9C{EhT{WvmF$C zf3+nIp>|Ve<@7iE`|W{mv?l3M&wrjAU_J!Wx-@tEVfJCBYS7sU=9N&UJ%SMmxVvGm z_Zj;HHgzoS-mr^y4d)RA1VI`|D;0>mQ-tsV>JGC8xG>hzZHa-3>4TE5Xht?#Y?HN{>(tqpknXu?jxZlMm^ z&T~p=KS>yM^JjLgVkq@#!rd^Bg6yB>SroJkI?5DwX5LepT*!ZYbdRW3GVf~jdiXG$ z10R|3*clOXM|NGe*tO~Zyuz24e8B$A6bDD#J;fu|$Yvc#cjDpMsAl4MR1~7V2Qjv5 z@FBYiV@%^TfqeLX{dQ-@T!`5d#ejsnK$<(>Rw>(d52zgglAhAzlsS925Cj!PtbanJ zTE$x~t?$8Xc>rsY7c>_4UoV~>7(RLgJiQ4C`Y~%IT#3)_c*dRP>vsQ(^Dm+vV~( z$*3du&W4cG>CD4H$(hO!@Un2ZeAa|Bm8ME(=oijI``~yj>)*YU_-2dUk@r(Qz9^l}*`4hEHb8A_I~_1cA5iZo;_xaw08qt5k0|0$JO%m^q6Zo;X^weo}?e zjIA<@MpEW$Y8F6xRpE5$=|{q-7-}#5A$P@+=(5=?>7f?~mC@ih9zlhi36}@a2?3;Y z$2J(@{Uc2^xN90Mt3JVpTUu*O8cA;!}zVhxOkHf?3JDfQ0Sm!j)H zzJeg8+JT-yx?3=y{!$W1Dd|-)v>+N}#tYO%0x9bsKc)h`f(k7rWZe=j>m+YUPW`8# zO-Qyd1HUF1ArY5~8@ku(^^bcDK|sw%|HybG?eRl=Cscw)HdJac@Gfc0siMOYprZAu z-SHsUa)@H2%|a0hD-9Ht`|{=Yv+m->{cLE%va5Mkk^Y_oOveNECwKHgZ{gS<$cMfL zc+rog6DycZd#;#sQ_#k_(pVLbfiI28*q*==m21d{qlZgZze|+DR3p7T?!C7#^5;}v zAT(s}tN6-1eK4{AENNE~1!Vd%?hN~ze6V6a!1el z)5=1tlcAT;*S+M)QtUdvNjvn!DxVEeE`IZpM(Qiv8+v^-GNcdN6L@*FHrB!v?UZs6 z`C|Zw>z60!=Ofysd!rcr*9@^)J*5||ZGhZOqJY?2u1m{f%^2Vy&_vmuqoaA%x}_BG z|E8+wte%Yv{5*`DfGr@musn7R@F6N|bSd%jV1#^Pk%D&zhYoXK!={Dd)j5 z+quW}{z`WNQitOPCnlby8#E{iQhA~kM%3@Hlhx(S&71}{KGcjiw72{TJCoo3Hx)kgg!lzQ)bARFyM6D#$AKOdDKgs@>o#8MUx*N0!R~Yo$IUHOev6d{3~2(H{q^U?x{6uU)dTI5&kC>t|XR zUg$GPd&?akN5%7$*euJ8yVM!3BgdqHSMRMN#+>JN8cNj-g~M` z!zwTiqJPw*4K%+E0 zd;d4|?ahw3bVP)5eZ7wgBXX2DWy_--B>4Ztn?&K>J=u}RW6YcCY1ZGKk;?v^I~h9c6HuJ1VFQTkuvOA;r2Ms2^TEZ zqO50q5Kk_@fCcMA)b{$>H!S+RAzg`e1C#Wbk5O*Ym=Sz&v6AVUVW(h5bJRqcVY!x&LSE9mW_A^UaL8C%*8?fv}m&^Rgmh z;Ko_t`AR0s6csNj^`^$T$V7f6nM9&zBDSZL^vh1Nngoqv^rK+ihRJdkZ|&$2gh$s@ zTGGIY!#oEgr$v^8)K#bJ!uJ_61#UH~;jIMz9T5^~=m*8M==s9&Z}xl29NWpQw=D{O z*&v_giK1gqX5F(ucgt3{-1nnFJk%p!9=nm1nfyAGt?NA)hS+pSbMnS~syyB>O)m0D zdA#CZF?T|r+WW&K=pt#`=FAJ0C5$5phQs>jmXVL!06hOMV+S4qbWcL->DCG2tU4M+ z0R6_}(_D>q6Bmvwcb1}F>p#L|!}yDNPsS(@D$8mi+hhH*2m#0kITp?hx0^A&yN`mb zcMUu%@D3_J1Kizy`i+ca+n0C;Fk@MO`y|LZBLZZ>nI+8m0lZB%KwrAOcnLV-r{8d- zu+2Iki--XE^JTg3q>NhoiFb&l22?L#PfK$lRu#z0UjB+=oC!=fjyRc>{R}GBRn(Bt~aPteO&TE#9RW~kDzGd-mFTlS>s`?`V(4ND7fr;;L-c1FU%@qEFN12M z+x5I0qMx$o^E3x!Uj)3{Oo0-fOkY7bT0ajQ-)V)tWtgShcYHQhybHL_;G3oHB|j_5 zQ9z`Y8y?Gm<0*)&K~wHa@1ydPhkp9Dz?A@Bd8+y}G1o3^RR zrGF9&;g7bD40_LE&g`@=c6yWfwe{)*v?rw{-c03&^IFkBlf@(2Hd88 zgl3LEPW0b%x*!b3Gpm^&hy3?Q@xNkq5MOH}ip2dUSnz5JG0Qc%vqRt%oSZI+$ zc-G8g`n9_pYl%9ykl{I)d%x*x2~+g+KW@*)5s?9@+U9>qp-!Pfhc6D6uYvs69=*5L zzF0YzeM*N}I%5_-V%7aKI^t0MB!^x1f6N8)uPs=%kC_#ssQ(;(qKJY(5uImO)=bx<%X zNnyO=Dr~WsN6q-+M#z=LIuqk3`p3L=p&BIrhRd2;93&Nr0HGtZ|@FwN5E*)%ElHpG=Lhaptn*Q3TM}=9&XQ)yCzrg{ygm ze3rrRnsAqsx%}5WWbPVozxK8k+Oe}#CL27l-&*g+gWY$p`8orZadh67xrgzna+qEk zw#XRM6ufVRqqXJGKsN~V&dJ;dc;8L1fJ;k`I1PHRmJkPGMrD2Gf$S!b^aLo}@R$Aw zwv#8ex$B3L+f5+g2Hp;fRo;96yZ2}GWmsp@ajR=}Kz4&tUGPCs-<~({tp}m@K<*s;pU)dx$HZHdxvBz@q4ch0*wwLcRWC zczyKG&a64IMiT#dQoQGKSnvUt7~Vc8zReRQagsy~_}WD=2<6`&iyL0|yE_l~qsE!) zlhX9elDE^Rx8sD85eaaYQih9zR)7ue02}gf+lkhZnQtfYedyRir+dC zScIR2;K9_Air%6*AZR>-IDe{c)U!2GP=6pR=2R5khzV998-(yFYmcN7k+lY}zJlHj zOU~k>1;Hx7z;Xs0GKe4Crqi$jhU+XgpHPDDdk~CUegY@|m7@gh$}Dx&%8mD8cnvEQ zb*mnwz8Lo=BGgEbl-CfkAoH+TB;_a?wRrACh@Z}ZC)9BIxsKYU{z=2rF#)=_v3*H$ z$&#K$}C2G3p7YgF;7h=dwXPUPq~q@ECw&M>1ZN(+rrdrA*z$*~@e znHi~V@iK?9>T+`N#Epih;jvx(E#s1@x1UvK&f;Q|XklyHGwpoexob`yX%)Ml6WL92ex5t0 zwH1zq?+AHSS3pyT1OwjFU`pD z#ENl}hl)*zh{r>TRa$Kw?@aTv(p(rG$p5`ioLKzH)`DDw-(lM|ilCm2B&EPVT^ za&X%-jM>N=7)y?Z*{YnJy)Y7BcgSa`t!@>|tSpe4fA#y+?lwhNvV^k0!6#BK7D@&$ zJZ<||twtBUtblGBEql6-d*mTmpaMl#4QjYZFMzzsZ+`8sV~|kWY<0ZocC2EFA1u8~ z)-V5a%l*!uu>b{%2;fzHnkL%zypQA8^L{@E4((C6O7`#Br+aV&ZaB$J2@n?w4&tB; zSD6h<;_Xy{$5T>KGS~p;e5y`nFA@P9$t~<+i4(Wou@e}8?S-Xnzc2qI?-PqkqYe?{ zCZSg9pS`0oU%Z*kA9cUJP4c=m>+=xA5s)xHVnp6!Q6n#9BMN30X!JO%M=^4dPiHIXc#?)g&8~PgT3- z-x~w%t5_`8BfFO{Uz@w#3$dBiXHV^Yz~!rud-4}%5cPvn-ZwQEh;|p+ht_}6#IcOm zD#E!Ob{^Y9!8v`f3mUdD%6i{w35bG`4MMULV?Z`=bh)`qcl#;r*R9X?|4d}h&zN`2 z1-<}UdoaRoHi+nJZxRRq`+4&ZEgR?LGp?Cv-+Kk~54}GgO8)v%1%@{-8u81}u01Ko z2KCTLc*BjJlG=zE=aB!@EC@j5W|pSvBAYH3?S85Q%nwrymyzQfat}_}-e}z4GvrQ2 zd_oM_{nSW!t)9?==Hw97>GmhPD_WtI#vo1XZDsW~RG;udWNCbP#F-(J#kP8(^Ri>1 zK1Xwo`tG;hSTiMe&*zWYc@VFyx8rRaA#GJlU4>F4asQitlaIg|Upr~*NBJD?f{LO! z#JAAGWYy(O>kLwfYM$Wn-mOhi(4F3Sll6~^f3ad_#kd_Xc^tpP43K#*|E9kk+W()C zw`kAcrFD;%0Nj|NY#u;r5aoR>rM>BI31oQSRZFjIC&Xm>Yr&wqChjZunWFnDfQ-yG zFt6sqpmO`=O!k-dzl4h>tlyvYv5EVjxD&&sztGshPYiAVE3v{$^a1b98L8rYk4syo z0m>9xzx?MFC)pI( z-pT_UjF$>*{Wf`7Am)%s4i#PjaOt)uc(^@xg(+ z7VvpZur=Yovjj*Xn89h$wfO6%K&auppFxul0HWHz_&8|Qv|mM{-aSvToIR6gyhO!z z;6QjBG7p;_HD1Db@{XSB=S5A_Uc){eunA5M+l$c;;U-)4+c=q+GGlGB%DX~hFj)&3utFma z_@RuDxCO6^$MdIA>l2%ieXeGu-Kcl8dA1Mv>X|P}n*`Wfr z!!R5(P6nChC1(kji$h!+RlS^iY{EU;7-RZTZ)sm~mB%`dBRw5)>0*kEv0~!0xE&Iv zg~_x49UYAts(Ot{3`3jjAsc-xL(wmo5G=ttpbzF85a4d7s@II6i{diYj;A&8 zAT(Q(-O}3CrhR4I&F~Z|VOQquz zy^`3S%Fo>!UHh<0JhDqKAYk;9VA%Z|COCDuzY`09QxUD&Q;vhC3FTEH{NY6VO64gv zQC&`U0sUbb(O~kQ6pr5PxdNSgGXZip#FEj;D7&BI#ft+9>8cWaeGEh)y606=T1Cku z;R-P%ekB)r3-5*>@N>U-$PMgRmA0t6C>U_F;{2MurU`Xwk`c)(3+)Ai)pzRqQ1nts#1ZEP{rXANN~6*k2tuWr?H!`*=>YgXFtwq3JMk1aUu8JFu9Khz8R;<(_jfU zEyHEn+dxr@{PuwoEgDEz1l$=lWDEFDX$oI0*mN2UD2+Jmou|=X<6Sb(-~*L}PUYT@ zxW$f_Wvd{-cJ;FwCZ|6mR}bM_r8Osycr|fHiwDA=;sWW2Cq*dB8=Md-HbiNMU`QFz zqgDS`D>sz8~~Fd)%cP5pq4{YWXrL%qV+{Fvv_STK78N3!@sb>}(vojU{X z7bg`T-Cy8XqE!?}a_NgPpjG5-o-9lE;`2pU@<)|ZQvG_gC~2D98aU?arPS(yNUL&oxSYyK zY^QnLO-hd4i@!Ti)0=KO`O##wh0abCSu-h)bZM`6+t)&4_rUfzIA6?875x9W`s%o< zgXL`zkq{|C8flOYX%MBmyBnmtC8Uu?q(w>^l$1ugySuxj^YHEg@4dgz``^y)%C!WMLqW?cEl=+^?pxQBs4w0KJ${N&4J z5eH%KbcV3QX^Ea|XTZKKa5cL4K)6Ne6oLXx33$5+8@zFs!mAN_f5&?2ElD<)#SlGo zC-(9iY;kUw$bf=id@%fCklj{YuT@s^7zM_1B%@hd+RQGFst2Lmtg|Oxw`%C0tjNhw zM%&XI63KvFN-MG6m1p%=BM3hPoMYiXhNI}}`CfD(Py!+Uln2nDvQ#YH z&9O8gCM@vZ*HPLTK>_zrt=UB>s z@do(fJ94i)04NRD)*t*ey%Bh{$J1A$>gkb`r{e#7y3D-n(CcUWbA7HyP$Z*P++!W@ z+z;!7UopsdVj)fZ8VSG3PdmW#aiiQFYf|}nsU63p@*(vh&;9>)TGD~tETbR!rYEcc z$A=d-4S)V3RK`6*gzq#rncq&av7tMk6N&*JRwJ_s2=9ZJ7c&k zEDRM5H^X27K({9`-rio^4n9e(u)T+C&c{0_1YJKzn4jEy-3%8}5noG+N@qoh8k1_D zGZA@j?87W}@8jjGf)o}CBLpL4M)37E3x76SL5hn(DA;ZjGVf_Prl3>xT`aI4z$38> z>Bgf9`{u~0c0Rk5(kVqEDw6L4QzPE5Up0nB&GQ&n{LQ= zeNw;Heak;@4e5jv&<=K`(4i0tg6KKgTwjn8Pkyg(zb%P{5xwC7<2|?RWModIcP)=U zJ=cg)t?BX+gnL5=7PMWV3ulchzRxw>RBIBU^D3M_1=IGrIq+>egWHkdoj2h$5lvxH z2#0^#>ID&v#o4ki4w5{71{R35|F;0?kF%|b5eWAUfaP)2E%q;i2}1dx#%cS`W>tby zQ`k<*9~Rz`0XpBojgCSfJHsZ-iEq0Z6&L{9F(Rjk-v5+2LXw;(v{Kr8TgY zESu5=@i0(U*FK=;A#6Mb2N|>_W|Upgg*wm^6KwIVEnvTBcr^Z1I$tOH>VTLfJvBR`0iaz~>hNPAyIP9xIz`{+=p)Y+WW(13p%3W**5#sG6zKw&7 z4#y1fs}IYCS(&}W_7%*Dkns1Gb6mI;_BPk=-b|YfF4^xFQeGU)6U19WB{189WbjuM z8lT91t-#F0^ldX*9OP;hY$oCSI7BECWUk!1xri>}y+O*oH6%{@dmTN+YMUriv?5=` z1Lu299uC&)@z-nL8(LZ$Tb$CN3pA!Daw=;|K^qz3z#^k#B2&*TjA$(X+mPV;q2-+1 z`6l@<(_=IlW2eZWObx6z?$iZk`7LEmqH~$CLdAV#oU?;`B9Z3GL!0Td->5|bl9a2; z3l0t!7xb6!-G4YaBt{t+=Oa8M+|I3b!*t$ec2_D$Di1=h%nOyz>ol|l+Zybz57j8# zZ@>mNU@K^GK(9O5BuBsA8M+cf&Ft8er!T8C&)PLCyj)<<&lxBsY7`trN;69~UZ!w2-6T$(SwERM<>Ab(7sMmq^^loy zwfpSSxO!lt$8iV3bQ_*Yg8AE+#>NnM`|?nj5Oo(!I+O#iu7w5vV1j7<`AXIYiEg_V zDOzuyzsbPC^<46+{q3M^8%W^+fB=XPPWFr9Zq{nEUW*K#6g%h)6R0=WBu}W?3u~#> zJqk*Ex!Q^Ur;ciO*KQKJDku<9js~)(1SlI`U9Z+N8VaHiOeBNop<+x)$tt)wty_7l z*zU*Q*jXNGuTdS1Cb*2JJg8I7R^P|k{6Sqyvy7K5QndD~se1F39QV#BXO*F=E^oHN z{r00cdWAo#?iEjGwMS?4EzL1rYEH<7_ntEG7|g3f_HBi(!S?X^`FRU}X_#$h@PmHI zLJTsvQ}VgP5?mllh4SFNQ58drB4h2HaUQ2W*j;$x{7Cc@@mr@;qKWx2ZIAj9?-&PV z`{n%hwW9j@Oa88OiZSKz7EO=(7e1+mUxcwMOsXwP9G=SAn|*jOG2aF(6n$b~$GU`z z>Oa?>xoU2oCHddiZNTnYN7gkHCQA1+s&=_IVBrMi4V#2r?69>r{J-mU znj`;iW$<#hNJGa&{`)RaIsA{NUaI1!PbB1R-`k1fn;{b?lP1-w&9)n=rK~nVt~$Ea zM^0i>i4z8s`wMz%2k^S?($1omPCH4&f|n+1_z3$SXl4~lCY|_@mSbTSr+!FqEG{%Q zpdIMy?$^d_Hfrs2>miZN`FP(^Hs4xP4EfTLL7ESZSC%C>f+f#qF!#x++Rknro5s*X@F)L!%k$V zVK4O+LnY?k{yNC#0zO5^NKJ`oxFGE$hT`POm#S>D5_1BLKVLycR5XlU7=L0>{$9x0 zqZigJZkDRXS#2+taZuL72klX5-WwM|+g32Lh8V{r5W! zMAbBrNbDdmaenu6e+PW5m_Cbum`KoX{3Bm79^hj9qBk3XYv$HsP~DXOBhqVb^NgR% zEcGm=;N-yxjM7e>s>(_e9UjQq%A#seHQa|%bY>%dx#Nk9)dmmlzY&+qeC$&8Q2Gh7 z&nLY3PW!a^c6y}Y34J=3uLX+1>na+%KgT!mwa~NtagCz;BZ~i93S~2p(0mE6>LD|v zGd5iSUQD5Rd6z!*^zSosIDF;;JS%&g(6fwjx+1*;czZ2}+%EmuC5K$Q%{jvm^)a*0 zEj4ZM6FR`BiE^eiO1>GR`5tsT6}IVBCUYaZ{|Wh89Be4{9(2q*$EBQf!XAn%gS8zP zW%)ytLCPPJFoP6+o_``p=0K4gdK(4)EZ{B57D*;h!PaJrc>iZUYDEFKFNoYP<}Ck2 z7)8dp@)Ofa%R>~7C)cj9pR-V>Mm}6nauVZsEK?du=g4esS#?`To6D|Q*Uj~O`wcf))qP#DaIv>o@;?2w1llUz?1GQO&f{=`}>5KTrd z_p-rEP|emQH$v#m(#Db!)+|yGA};}n?F&LvsUek5Wh9BJt=7Xo(!OTg<`{r}z2et$ zxS^E_DIxcQpRnYRNZVKHbKnf8uDTtfbC7mx?_zojs_2AJTesyIsTTlBJz^UJo| z1>7A8ANS$yXVa=UQ?6*b(#vE+rrz4vx}GY>2%4s0{L_M3$Kr{ewBK8&eiUJgxITUv zq^L{5<#_g*d1m7|N=bu+z1~?!!ruM-7+3qQ17qhekT-tVo8$ktphw987Mr_@29*Q& z1Uet%RtKj{E?Kr{S2Ffi_QKu^}{j_zIaocAVACIGIUO3yuHK``%JSlutdAK)B z<6Cmnf6v*<`6;njP{^8jH>4h&QVQnnWf0Z)Eth75l^^SxrXc=JSH-~JYA%GPtXAh@cOqACy*@AOfSe(|J6gMr0h_}(s${D1b zS+j8{POQ6{t$)i#XqPPE|5?n3 z>;?KXH+D8QmZzuc-Z|gAr-u61ay8YX^2CJb{|<&A)HW!@`%n-}ZymUxUmmKs27JeN zN4jGg74r749}|R}dyeucKqMk-)HhQnb!MjtM(y&QbEj}P>WR>UvL)wwchPI*OAc*U zbki#%rzaTbHkTw+Djwg8dQV3m#=n{9g(C7*ngq*C94U_oxP3HP+{v8}d6wK_H8?QBT! zXGCR6M{av=u3O^vQ{84-8E$4eWjR;Y71!Z}bxKEXKhr5#LEd;2OdUlJHm1@!;o_C) zZth;Xcd48+{uFD}L#?y0DuVaKt{5aVN-rbGxb}@%{^ER~g+z;8!{pK~Y=9I|r1Gp- zR)CTd#2-IE9el@hKblSGiY;enJG3g^%(RZxUaUW{?>*=p6qrZ~9X}TU<8emPl1>sX zQ+7o37hLA2(kcU5_WhQaq#$A;LNHb(=w~%e4hTjh$Ue=YzSlzr1z45czo=HDQdpA% z!HUONTBHvMi%eF~n0+(ZL^VdW>^U6}XLyCA{`@)*J%gL4T}_#KCnU9~riq#=ZO3_l zH6sKhvm9mtk%+NG$w?7XaKaYk{@EqRrH_!+@;0XFrM~U_T4Lf51ly|d)(vetp2ZJ& zvOI5+XT#=9enh|kNtEZuHy#_T502S;J~`QtUA4W^ni&{b$@;0K`78;JOa`bT zqlb+w<)+Cf$s=C+(^a42xHxN(IhZCDt2fIfc3H{trjHKaRD51Ze2KYGSTl?+Jj}_& z)U57g^t`jF+z+;O;p>d+ga{Hx1(T1Pzt8ca&k*s;p@JFMoW6#TCP-VYK}P zc)0XZbECCF!=1P8f`DS%JgVJ?M~*&=ZRV+tX!=YMHG$1>`?3||I&^Q)`)ph$?TfVw zw$YTPlP!Z{98n56s}+%tD;eJxqPd}seqJekM^}b{IHFYY5-Xx2_){Fdnw1+rw}gqI zrD{5L_t61?=R^$gWW9zboBhrz>*;l!b=11~2IDGllw11;GdE?V1 zBd?}-mPvy3=72hpodFRj>_618f!b1YNR5;Y8i)4cxprC}NRU>axpA z8o3>tLwv8Sds__g3BQfJ%o3#dvPdm{5)N1)W@FCZdQ^g*wcL)`UP5xQ{>s=7Y|*4^wDJ`M5)nhIvDy-NT6HqM0t~ zO8_zpHc^6ZB9|m;kwt_`q#Yj|hSHo-b+ip58KwSmjrj7lE|)4XN+gQaYEWHsz^_`n zg3lD|bnsU>ZOIdj;g=v#6CWI$sg`sx4fyUPcvpUSd=;D6m?;$y>P>6eweLZ#bBWoy&XJkG*)}#40BnS#Ml{C39q~0+5TwO6i;VTjJ zM29U9s4f0z0n3<_A5r?VV;dWNukl_%0WBVnu{udAZ*SOmnYU0}jKlp7mEOrbxZvt* z^IHMuvfc%z6H<}UoO|Vyix`)M)kqiyrjIxPxB79ZaTAA?B= z)$`?2Qb6yftRfa7=jSKI{dRrtO;$JfCC3nQ<(_5|(vBe;iF{1T7i#inJM@p+xM3lC zE3HhT*H5(W;4Jn*RuL0{TJs5mCJt3D$6rcZu8;4QC=Xw^aK2A-IHO$*Fvf9+6cQ#TM*8%3UqjiTxtTNzgn{-X8qU&28& zjl6SgE&ddN9QBE)t|isUCx^_L!qq5vMvT+r2^h0^8u|E4ZUQJhV=MThsGd=$F?mXl zIfcOj7A~#?5#mOvM#yC5muMK1ka$~$g1F$1E|x}7rgk(-S}L^Y*CMnursPd zeMN0?`9gv-zD=T4$L$SEry)Ps>T_Ihy}P*)=Q7v|x&ZS7SA{c49=sB@kja8ck-#{# ze&b&lzf_mQk;5L;lWdKmN);$l`V6p{EeK>UNl7?G8WPE0KGNjd2u?eTwx$e#Yf_2i zUfuw?193f=pJO8t7fjlPH|-xXuO})Wdy&MpA)PkGS+ls&qaU&+(u{BTM`tAWYCAl= z5uyymI%}huGulsLZ;D*KMI7iN6Xr;)74h^YO(cIzeFCgp!k;a|g9q4OlwId=qmJgS zTa1{^b<;boQ;jHxzqYIyFgA|oK99XDXvbt<(5yV_f#WiIS^)A*&qj;RFca?dQ3{xo z2`?oL*Alp4zo-|sW1i*EDQ@_%M2;miLk2zEdmkH9LiJq)3Z)b`d|Beb{0}Twlj1y< zKfUt>!MB&*?5UfDmWmsnSklH4`eb+wejQ1tKBr`NA?Gc-E8B`Tpj{cg)H8DE`uy6m zVZm}Wg_{i7l0kej?auT#b4_JD&%Qa1@7O?@q9lF|_t zTJJ_Kx1W*v;WPCOXr&kQ(SYQn}y+l zJW}iX*no9<+MV8#YW--JGBq$uzry}FV zVlH~qh};W4lhR3SY8)hR%#X>T-^hkaJ49LK#Dd=qqpp=Y+H>4?US<_IH5!Q-A>+%O z;16IIj(fWlQsZz#zk-vbHFJ7g*d9_O8`kYxM}pz{IflU(^zz0n-R~xXk>Lsb3Sll1 zc_S;&cwO!jB<3%RS=6UYLpulWvnA3k-F(M^$RT0rO=sbz^R~yM5(W&G)#-ay?>Zv`k zZIVxJp;l%lMaKH`^UkWJvk@}aR2S(_(pWc0 z-S4KSc4R4^!AV-i?>>_N+L@)lFEg^{9iy1tmtyn>HSCLLrT)>jGDAd$2_#v;sKP?+ zoZL($`mNc#qLQ=%(Q5*BU3JF^Mfze*5&VywV;k}-14;hg=jb2-34r9nIO^@%nkb76 zop#ygmvU_n1X&TW2NH4rR7BtqLX<7||XJYfqBS-n{+6W9ue9QqN%8|DFS z?o)nmzB;}^))R9?hHIoqQsMgV^bZ#>{g4Oz%OVP#r$*?vou;j;MEu7|P1~{=PSekr zHF$RQ{Zoi0?Ky`5XOK_El<;h*&^VRf&^S|y53$aR0}{6%t7eBI=o;>0DH|P3Ys43p@I3^Gq#gZ0HtO50Y1kWVad_UT~zz}~J5y0U%Z?M^u zKW8Oy-9aP|FuM8vA>nV6=8GXFwl#R=mN10*Zj?o}RNR&!w%&xrB3YP-#a_IKQhgCP zo4DupoRPCb?7hDii?AL?Z1xgG)aZ*mwP|}{OK$qq?&LWuyX#Jk4;fEvaHeg-(0h+6 zI8nPF=%Oo3D}Gh|C|oHat@2#G2unrSPa^uOpabfv|3s6(a4r-##86b{$eS#@yj)7q|e)zCz#teD=+f>*n`aZQxV>|hh(eib`!&4Q;q6|)g~_* zk{y0Ug`eu%IGlEE%IT%QLy8Z_?n0%wvp<*@tGTrx08(N5dDN_TLZVsg`$p#TgxpTn zbT_Z38v`yJWILW6Gty_)#^!x=*&I!*I20v%jsa3+=fe_>jdkJs{nW4^b#`pOB#Shv zdt&Kp;a|uKAP>K_|!%)U}jUAa+arJ$jYWw=*B2J?FdR~1=x zSa+OBnzQ}2NDwQz?AJ4+vf8<-gd=`Fin^7W?>7bMtf8WJPu9~nBW4M{jo4?2?)hUL z+pYj@4x(F>b3;d08N?W(3Ppq77JE666}uWYL-niE&gJ6GArp_B7U$Yt65u1^y&`!5 zFNkxS`XW6`aF2<^fyn|MdwY;5(K~})-oZttDF%Y@(dC4(=wHq&Mbu@Zm2pd!N2&Yf zvoAE~wRKLFgvH^q;m-jvVjO3FXLIx8^QOJcP0iNM)k5p!@ z!>3d*`O^flq)>HM@3D{e*G8r<7NuNqEmQE>tkVcVisCW32@l}_=a~TK#wc&dl*}b- zgcVtegZZ~s%Q++*QT_WNW-U6I=v#!1lq4!<&2xnAUugYYY_bNG3^-wAA0nol<%6ec z+?XPMV?0b3lZTN#Y39mV7w;X{4zMeX21IfIhMlU<5{X%i?XCW1zC7v!QN%G}e z5JaMoz`K=rRqlEYbDECTt-V7jny*jLBuObVpRXYaQaR9(nsQ3F>(6&1Aq!GDChrJK z3bI%0_;NI96+fT21*x-p*}Kg&Mo|PU<^p&m{2mj9ao+zCva|mQK|}iaJ%Ugo5){HL zXi-vF8I1YTY6;L#Gq=z$A7nt{u5v(=p!}V%1pR{=JxXSalB(px3O<2Kba!#PFVgdS zwLr?UKb#`r#`nM{lTutU7nD~B^@gmSRq*sb4kV}KRt6;kpbPySc+;)UUIJqRBYPg3x#obZ24#Z2H?s3i76N2H1Sfd%Z+kuEXy86JA zWAZ6`k-N+?(qAVy!yU0kwHQCWCY!5v4B#62RbDLf*yQ4W#4JRQif*zPDciFyCt-4O zBmsBZOg@fjGy)vZs<{~OcGLC558QD(oeUfKKx z6|TXa1R!bnswTKI4syc*s#K>eGqFSQtq>lnSL;x-u&v&p5Nbm!9$lG0 z5bk459o<%Q_}`{kiLuJk6GlY)Wma@X zOQ`P;=WlaF*;%4q8%EDvGsHS;m4(7V>(Jfe|FdjSdk5mpSaqnvz7r%fL4jKEH65h0FD7+{>b{WGBOEPB-qzl(&c5vu8%*?G(!1FF!tY>xFF zcQ6dhJPJDQtv_Z*{jq3P5kIhB^ItRc|7%7D4)R|!(dZ2;@{Xlmig~wWctBuT+j@L} z_23dILf4CApaD45aeFw)QC;{d_)%}=fo}K!l%`Z&vPNf}p7&oS^0Rg*P#*3bGkTju zXcBF`P0_t1a|pvZ6ZL}0aDc2v_A+;C_TkM19g}$*MTl2=S~R`eNKrtDo8i}ixdU~l_2Vkn-*O+!>ijiv5U2vW-xR|^21z; zKZf^S3rB?ea*~bRns8lO$K17pioX*?ys)BjHRw~3jx}n+P&fqC1Ie$K#X;X zi)?>LNgX=RgmN>Z@F8%48}a%{=Jhw#c8KbHLVBbM#f?HR1Fjlr!jhUk7)#9KG9Bzh zx#1!)Rk1faaC=EFRexIy(er^P4FI$;(8(&Ygp!B-wUF zbr$;Wy`x=<4+Z0{Lixp21tz>C_tV9uci$X+i2}gM*nS&P8;w)j%KXCc%7cqX#!qCE z;MpNXY*hLr8JOCOmz{bR?XSDtMA7ozB>YpE2r~nMeSQ-U?79nKDIM8TJf5xI_X7;G zOva^nB-^f^F`(rM{2h3Iu57x{It%4j`JROzN}g634OXvNVVgbTNjlj_DB#`^2va2@ z##vENF32g(pDr6yXB3f3D7q3g81JTuZTW3=(e~vw1C)uEsi-6pv|F_>u9uQ@Xdsvr z6|!)dIgMWnq3#M`ESMnS0R?q}I_?6y-S27y70F2V4*XP1og(14&iwSC?tsMBEA2q{ z$%Tgtj9nLJmQoo;rkTu*Yi0AC=)75yO$T;%v=0fIiZyrW!|xVCi#r(UKM}1 z00q~Lw?df`PFfki4dvPBe2ti7=Sp4?3$9uIG+Grb?lz1e;=P975W}S~U1)k`|9!gj zkGZlM?n|TGA?bEzA=3{mGZg&6Zpz3#2oK6*KMvnZ!Qg773J3%?^}dVD^YHj_eafF> zuLnTbG3r^ukz4y)C4i}h|3G25uDQ;>j!TEaox7BK#RvOe_svx;I>>i@_OB+wdP|?X zlsMLY>Q-b%0mviw=UT;@ywvZ{TP9&EGW@V9tFN&aio_gLvp;OyX39F9)33we)+T7i>*8Z8(qiRAC(VBazUF^MQ%*YC8nO# z+Ok`eeR@DJRMvVZby|@(yqQWClfcay2RfH%hWB%kcKIg0HbA<*aF57!*zCn*POg9J zao~`c--|KeZDi_&d*R%ou8yBJ1I|#*) z9okuT|JZw;3dRO&Eu4!5p>^-m9U^iSa$A)^qZFh&aQ;8UFBHS6E%Cl{Z3I6NTrv!X zpDzEC<`5yqWOV;)I{kfsOOzZ3^n1_&oa(0@GT?!t2$pW)%E6YEmJrQ8*`(@F1nZmJK}LdLZu#GWRl3JIjx3S4Xt?h zQ+oOigx91nc(a`8qDqVwN?U`^F5&$YaUrc3hPfoWbl!IOjnb!)YGhPdlP`UGjX(YQ z%*H-j6`tD;>5UO>mi-l|@MQ%BYuv77%7b;^{=^_0A06khm!twQtShQ9bJi%u)Fecl(}f*{{|(q&N9jbNWc^;`R7%bRNNG%9nN>>V|hj7UWKoZ1g{~kNkLt#V#nu zUD15spHckQSqG;LVIvaKixOQfiRTLQ*EI--N5@$m3VdZm{7-Pc`MMhYRpP=}5b|Cq za9qE_QIm-%6Sj=!i12R_&m68GH^|v(97SC0za|KSS)TMuv-@S<#j{+S`IF`8DXHgg zMmf?miGyf;GXJuQRbUe&8wT@(K6B@%vgACvZfaVCq$nPusYMsIYy8*icDc5wpJy2u z{d=8~tzPZM0G!u~k>_uAS*2JmIAjbX0jQ9*s1E5{WM-zPZtd9*imL9f7P8BI=9LgP zoL4CfYMqnO2*?(C19>04HGQ@9`AcN9wFwW=qgT?NDJR2^<;Aj-r^4WyHg@Sgh8S_Z z&rY5Vl?9OX719tALV?Zr>4@}%`v{E9F~7b7ZWm{&XDTiF!~K&HYcVJG8TTyo+Gzhb zB~502=uY4^e%LKkHegk%RDIzvqVdI@A#Js%w0kC^EL;3FLOk(3SDfQ4R1j74S0g8ZnK7%{ z3KR^?=~uDHreep;R)U0EKaI+I-myT;j7q2Vk-Ib5@u(X~mldrMo9ap+!+#|X{!{~< zFYWK_XF!bsUj0$8;zq!msv__m;o^XsnA87E-TE^h`H1;!ud&fLZbqZ(z0k7m?pPvP zsJk93RjC=36&2u4>jlftS?9K1htvU3J!zI*NlQ6EEBh_HSJ60-u1uTxRyVxox9fTy zi{RI(Vrsp@c3~~vW2Hor9!u2}hL;R~IE5FzO)4=5r*3ap<+Dnv$FMCZS?Sy!r7E`Qd!^UX>)qT+&{LiTXMTK`VPgogxAr}einh=P0^HZStIZCJwjc?}nVjPzI} zY(y77AiLf=6QBesD#w*fz;IRi>CK-l+j2T7yZza(gx-pHu+#~3jK@$}89HIK-6=XM zN)rg)?3*PNToo@1Fj-7c$F}4ZOTeGGbV}A6;xJnr(1M8)iTubOXbCNf&dVTG{nHkI zlo9b0yRM*RHA0k}cAB|xBPfS=T)B7EHowp-!A>}$9KCn?MgOYpHV~n{C73Ksd4Q{O z37#`zcWB9N+Q9Omd65^v;My&;$T$9dte*(!^D?7Vv$<_mws^XJt>tmey~*?)=xT>( zY)irK>AzAQ(-zoFt%X#S(kLbC<{jTS?yG)nGzhH6#+(C&pcsNhzn;CTlj=;|>NjZF zVyc`pN^SRb2#b$Fyz+eHGcsYT1C2eDj*{*S_uu}m4*k3W24e+nO{caY7x@nOhL4>3 zbKTe6e+zlC9;Y&YaUxF{X`xu|`N{M&N>`_ui%*O6%&#B`Mlt}DFA*`IzY3&aemWV? z=?Yho9putF?%_c$X1AIg-2(IT6y??5_e5N-rlgdCuzEWm-!AtU{05!H0)Q}Ae0cmx zvqI%H0eUmg{PyavAnq2W@gW8bf23j?*0nV#H$wWxx|m~^(W$1cxkagbSPtVwu#i^w z&Q2mbS?Ld11HWAgxz`U~OeN^z??+xZIl-a)$(c_Rk~;`aD^}ta`F8>nxT(OM?1#H= zTqXm&{bq`i0TRyu(sIJ9Z*T4wUVIw6Ttx^qOedg7mmXlzOqD$&=W>*RUeG3(HBx0O zKM^Fvk^+LK8(YD#_*68kgF>rirQP25u}kt-oxWV)lIM}#P1h%H?ByDhg2|jMJuo;( zpu8SL)g=ztnXl}X5?_70YX>U)IG+EYRQ1ec5cniCv5g%ZRZmK zt@rvM%8Kd8b6!b$-A~JU4&u3&MrB*#0y}R*1p6qSB}+bbe%jqWRy-b#!P85@eeY_- zf8Hu6#?TZb5~p@MGxc{=LhOk<+Sg;$Y%(p_`Q**!Xyrj6>~6g~fON`ecT5mdNnWzY z*Ch;lt)vt%O13AfiLjQvDvT@L_Gc*z5!LEDovyIxuGk>sU4*PXmzu^HkZ^V4PMXZZ z8p|3>u3y;Ea1pDfCETX0zn+qacVfYx^3Ty|*_dpIxjvsHRM?jY%Et{KW}=-^$+KPL zPpM1S)?i&mAbRbcEjpJ)MOLJxZ944RSB}moUP5q=-QXM<+%lYPZIWb$R}G07Y>Dd| zK?i}InvFr-I`fH~d!g30Nmd^F5Rwv2Nn7wxy2-1tKRiq?P$-XR+m{b5@NT}dQPVH# zJrg?Ks8~oIoc=_56APgMXK>}TG{cgRoSd@Bx*XZ9(2=Y$IDqx*N`%>&;mZIt)AL!E{J$FmI%(RnrTtw-@;tOQDepwe9wy=`cOQ@%k_!?&CyCB!;%d!Q=anBg zn|^^-pDc6nMbhTJM3cnikqS2Eq+M>U4--U_M0b&{?517fs!M*Lp=B{*(Kg~FyJqFr zf>-nNY>)KHh^3%Fs_(L4x7lL18(`my~7C)pcG4>d`MdCPs|@=BrP%~;ZJUP zijC8{xtyQ3zIa{E-hg)TS(o$bn1f^}(r0P(N+MPopM;w!^AXG{C~T&LAU*Bk%v^f3 znnw{qsV^DWqEAeN{O+5d$j}$p_av`#oW2ATK>`m0@24RlJSOjMuVp0#Oh3yx zLGGx`+*Qf~cm^)hRfJZ|M#02)d!a3EtK;fT^P_xd*!EVDs-m*{%pMpm# z?}t*aCr}387MH;{@+B`9d$^7zDY6?coDjE|tjoD*Yw+ZWaf}5QQ*C>|*=r;d z0jh2vX`eiSW@pB4e^`j1q(-#|6Z}b(Okwr&ri>~VPmGH;2<>5Mzs+O3c$Q|GMYCdz zy8?OBsp=Suo7e5C-u~N=udkoy2LC~FeOIrPo!l#?+zxDDHO`f5rou2;b-pqa4fZw; zOPf5{`;y-NsagmRQ!=ij)901*j5?vYoFmyZgV}$aJMotRAU%l?mma!2^3O~ zV?2M+$?%M{T9=SQo%`A$mI{e)ThdrxoaN`OjuCS>?Z-1e&Z|*h0$`vP}=0egd}?gvbcl{c3ImjSWsxD zB|^h29G<@Tn}wq*Iz=_qGz&vJg*(k$d@NSxO{g&aJ30%#pS;oplh6 z0^YvgB&#+_-tlSDWBVr?^`$Jsu$0lvu=S#TrQkDkBq+Fw@GVh=-Gd^uJy>^)L z0JGEd%NB2=k+wgP>moLV^b>zB>ke9`6WWzu?<7`SFc{0>(l9e^Qg0OOo*On8+vJkS zH9}a`Zsu+?7=7)|ooggUuF$5?XYj?`od!5R{%GnmJ4&r``bMtnXS54qj}z?@Hk=X* zfzhz!AbvRxT+cVi6t3-$gQ$+T7+&)H6n;9I);uk9gwt=Pt+-Nadpw96NOuPp3UO3_ zaHiJ6LBI5ByLv))`{y3tf2Cz?mcOn5D`<`l zFu#&d3O`L$*On6@#n=K6s_{=qXZm?f**$N=H21U9vpAs1LeBEEPJG97c!W`B!@BD} z0`mGDd9-CsiF?oAaL4G{nWeuEfQFBipgOjL%$><=p>|~{z&q=Gm8@ekwDH74#{S#j zF?1}{ffnVP|M8zwF@1%xF>uU(KG#S7`E>iG!i;oX*FTr~o&}18l?6_KGZh+LzUH*R z;UM*J5z?m3+I3gL9rW`Bc|6NW=ghC4p0>5nDSR6QA8f1O?_YSKDB6cU ziUBeF2VX8#zAVmfJ^GftjoJHJwjoA1B}I) zF&~4{?9Yc`o4P_K8;JO%fS3P>^N`9k`u)!w;m_MQo|Oo#)js&k@;Uc6U7JA1;w|PGArbWGGpwi5qx^dj1ZY zJ*NA`gc@n(=&E8jm=rh)>n|Dz%@K2#_yx@f5PnmpE2ktqeX@j3P_YY=#L8~3_`W0y zj4i3R30lzb+@TnLhbEfCpWUJuW9kBRsd7q(!vkCTQNRZFqQpP`i56s9Feo?jo-d1j zQ*dQ{QCX7*`b0%^_ffCMqXIz|FJHnER@fbc)=E9Wc-A!Uw zH&f9TO6Qx6ip%l%A^FlAQYz_Ga&RR_^>g|1Wvf+u_!WRaKUTYmiYH>EkO#a6*K6$2 zZR)AatJo|O(0bx3MxBr%78G$|K+}(9iDU9C`F7;&C}UH*ri#WRK+|v~R_HkR^{x;r za%QGcq_r$YBq-|oa9~FJcwvl_DdWD3t4syC{tu_4R2Ya2Ov8()e|H2^g_xt4O?7QH zd}#f}*UclY1&tfJzqox92!|z;1gGM!w@%4b8{>Qo8e*{X`^jd!NBG+B&HZ~Ms(C&9 zi5M^Z-~PN7RsgilBl`*&q5T4Nro+K~{hkiKZAxekDcnNCpcjSoYc-`O@-2CO1VC|G z&999O4L*fiYACpQeFA$XJO2~O&$UxwOlOa({SPm$`7C{VjK{qUf?Rj%oS(jy{h@|D zPVzb8qPQO3a1t;$JvuYU8fXu?aUwV|`iV+6gZV_qkX;QgO-^(w`qdm;Ib>zSNYz9u+Lx~J-#pwzpHAIn0hax5=houII5!)UN)hwVs$SZd_Oqo{XIH+ z29sJ>UOn(CA7=utAz^P&3fwhe{pVAUy^E}PQbK0Kj?@qOFB`|%>Av44*7dhmJ3vY* ztb({>`^+9~&T-vMOb60Gs@l80H^5I3fFuU6aJuy0RaDl4uSkhtmyH`;i#hb{0^t{1{Wc^a|DjoxgYqg+sp- z!ULs@qwd#$6vD$D-NmQ^ItEbR$X|%&)aJQiS|Zv7&)+*JWitC5*xVD#SiSSUBN*H_ zr;Oz=cIuZB3w+l>4Ey`z8hEa=i2w^Zcc9M#hE?x&YGM==cq?3QwqUGheGvm~^f0&D zr=AMN`c#H$i*-u_Ss{T?8v;jU+(wG|)G;pBA>4a<+4S-R4=c&TFBii)F3(~-5gq6N z;a7+Wp@2Vm;{&z22lBL(?vHTa3?kHRJ`oYxUc%_+Yc8nHOx#3{fu@46mGAc?j86lI z8`ve9_n=pvJjsSqeNQ47<+f{cv=xGjcKB?27jJ@}%!giPafU75TjWvcq9@0yR8IRz zB*G)q5!D)0whZqlkI)SU=Qt$}MqMEl5K+!srOSpqy?5aq|5J4nCB()r)nNXPIJ-~_u@N&LjCGMaz(dqV zcOy@|JLW<_DppO3B?=A#k60G?i)Sg$1I7>KH4(m-{Um)RH&gBBX>{Me@1ExI?~7C+ zA1JN+QR6H-(0muPb_2LfDFp!h9o=O?+q|#z=)NRmezQ46{tgJcRmK6FEwfKDlRYAf(&Q_-9E9fbU>hs0)8E92=?}hfMz`d5< zC6f6_88}-5FLr$4atjPC%%A+#Jl$P$J>2Nf{ ztJoox)H@w&*R|rQ7iR}?`aF>KDvxGJ1q-=4%)}<8Dp5u0uK=aTv!3=T?l|;>cSCROAUDKr(WHy)O}X##($~~b;$kKD z-!^lJ(Ms3W5qDI#k7?xHtHVlx{}eTRMDMfeILRHYOq=G%EoLN~U+-4+d28HVJ*hBW zkC1Z)neW_zD9vUzTN3086y^Td`MF`Zq&zY!sq&EGA9qx@RORoj6^MD8^#~k}14;#N^L)2o?Ou9s z;9sAfIb~I$BDqV7~>o^&~(!tuNo!F%K;3-Qd%05ke zlcA`$E5Um9th2;EypANnT0zEH=01MByR4aD?IGi=v=5S9kD#r*eqhRYQLY=#(kZo1 zJGDvi99d4-gkF9b7<=OGUte%C#47nDDf;cWmHC$8qK@sV^>tH98f_1Y12!Mndc0vv zkYVf0KO3r^Fp?COc3ds`Obgz-yXb5Lq%lHF66tioYP-#I>2s$dt*z`k9~OhZif#tK z81*{k&ZBhg^$>q5#w$WkfOe~$Q$X?Fz>OE0`A1!Emv$)~mD_Ue(%t7ze{0MWC$)d1{#E+CZtsr4kXWqHro(q% zUx-z6%yZ^C#54O(CmJrl>AY≈8ke-LUvrzH`d-n}v@3-&>~SQaYG!c9$9n+eguo z{lmXI(x}wbP;rGu_U+=P!BmUE(lr|QpBiY{{!#aibTPihAA=T9xmPWq# zS|ZZ(OI)#2%k+e}THC&73(4IDUS8B)zNgfUWj!NJEPE`Ulvh>y*EJxyJ6z{ z9j7reaZ6>~vRcpN`0u@mB2xxAxCz_mEn0JT3T`*Wn_w%a>6b;g|wFkqFD;L^s_;!c(y}h;^eJ%Irs?Ss&RVCA5j(M0C zJaJQCacuC8T;=4N#H?Tx2m;rC2uR;7R683mOQg7+w`MT1+RhimGSho)o|VK@LEKe# zjs3Z_Vq$jS;pPGRHUEG^YfiEn8AyAa z@l=l6wo*bpwAOljVAZkrfPdp-V%7FXF%=5|KE7|%{#eYj%S0cGu|QMG)E|$eTMg

Ohf;C;kMwi0X9o^!-hvOVYENUvKaQa18tlF%Nh0yU^%ZJ zlK)3v;FVCB%g%sED&>aC2CGqr3_0gX8Fb~V1O9rCsXw0QAN{S9JHzVujo7|Z!}T%s z_A1!2f~{%v*@><^JhhU!$^YbI_Oe@s+{!kB-@$E`i;JseOq`9_Z>l@u{P>!5nKa!h zKmv_&*Z?M+pQG&I-jeqc{)yb*z_oAp*Ct!Wo|qBg{^;$@w;2wyW&VSgpQg%&($PGx z9LTG0Pm4RPUzF`xGXXiH7x?-!#^D{}GpvDtt&PL;5|V@+{(p9uG~OF2~_O(#MFWXA9m*Omfd_ zXt#)H&AKhScLxXDJR6n!PxeIbx>V`ECNj4XbfNv%cZ*~D7g*GH0viBv3HCq4QNDtU zCnxD;nqnKkh4S*U;3`>i`^mQk|7&u5qo%CT^QWsTDr1|$?ezT}(XjP|t;U}{%NsTrE6y5={;!!={u;cVtUD2x zt0cs;!~2`3FNDC8e8s&pY5D_PllmXI4~z=2z~Y#~oFG8CPLftTT`ch;Gn^N+<=IU; zbNnsKi1$^b55$+q6udh=*KWFT$l>`5x4Nx+GC#4zON-n4LuG-x8_X|g43VHMO+VHN z{uizknikk-{ZV9YX#o8>dEeXjPVrx zZ9jhVQ{3BK*iDONS-8df;5@03z-?VEOZ&?90*&uB=0EhWrgpBY47j@{#<{8@Ep%y4 zqk5x8NB6<8f4Mc%#rp_<{c329dJ9~Do)~az1Vc(D*9DPf>)LsVf8@(;=h^3m17B~@ zh}dQK)G7Kp(DrfjZ`xQuppJ`lU#`XDHPXzIq_Mwk{Z?J2#Hm zb6a-1Nd>N&+QpWe2MB6J)k1drx68nV1S*x@z1fvTh=AIXS@%4RGcXb0B^TfWI{sja3Hnl_)O;v$4%Sot7&qt zZQa(v4eKxOMAc`Dn|q0vKf+Y8LK{;L&CthUz~U~~LCd=`1;=P?V(pHCi=Kl9kIeVU z3RR~J=nXk8tZMrOB$qag1gaYGt;7%ToxfjRH4^y9Xz1FC0-3UPvvOjNNc67hcIzRx zNsjgK%FCrdGN4a2U0cBrh>F`z#!w|DZwu8uHQTWXx3rBg^VMo8%XXC9wp-QIDYmp2KIoPoC9@MpZW9Jcv- z;zx{ADQXR)Q8@R&UheRv$r$S)+JUS1&``jyow7}LOax6;So?lYdE$Tx-YMK;R2~&! z)biF?hg$jlw|!%^q6VFIzyW_93;46(t&bkNy()3bcB9RIV@3P%pV^swk!wNTt8h(V zQCar8uwrkc`Df_XzM0)KGyW}; z!``#Mq>)MX+-aaYavf&aln8GPWSR>HJ?)H1czVmI`m~+Ak=#flBFfkQoTb$7@^3R3 zo#gEj{k1ixAIl$91e&xkpV3>W`7;=FJV;7VjUN&=d|*hvt=L{UzL~1xevmLe8WPsL z?UQsiQ|5g)0p|64>M-@&7Wyt+wb7-dd!*Y-Zxq{mC!(5OH-D3VcO&`Tkxo@!YKkIHw@;Qns zwq?jq4wxTCeC&*Iz17}#`j&!GQ$-9(SBVfNj6pEXFGc3>_1;O)z5LL9^oGW-&co&3 z>iWMuE;B5Q8$F;M<1{h0yL9FL?$A?3G7-u%k=LU&Sf#eNbg7@!WuiVDPOfew?%3TD zWLj{$KI=MpC8jR3dv}!0*Daxa{DJ_#q+3788R zm3h}tqT!4w%ke}I3vzbw_KuwEU21Kpm*K4~T&@Rex;EhakMbHr3Gx{vOZnBH`{CV7 z4>f)E4mbTeu)7W_{qD?@LtDtdwmfS`^G7`m-GBTl;oA&_=Zg#aHjgUM8}~wjO)g`i>hqu zzFbf5`werMfE{pL$lqcl(G@u06IY%Iqg1@PZIHe7AWQj)E!)BE%vb&oX|Hbx%tO2! z7e=ptdF=P*>DHQLiDOlRYJBP5JL{}Sp$hM9F4mg1dsx2I-0=$hi=iKNE|=uFd7FgP zvyX=fbeq%9k8cdxzZG%u*+64|6#wBF*uDGAi_gX`D?W=A60o_s$?{BSMNEmz4cUV> zHx(MZ+Nd>PF!YKcrs6JGBiV9Y?_TS}&53{y#+@Yo+Xw8#Ufe=bPUM&F%kfCkmFKKgC`KspEc| zKi@&;+qwywJNnzB&Nw!L6|`+5#LV-Nyx}o|*zN7Z&{Nv|faB;t?%_YG!V2swmo#5& zz`oTG=$ENKi3tZpkerZ9?E~4xuD=6v-gm2{PE8vRaI|C{F@Z&m_FnzY4HfriiAo;~e(dt3c-t46__~b&>As2rM~58yDh5- z@BRAa#V*4D4zYAa^Q5@N-4;x*r9{lhtyj9P*aY_7_iKBAMz87BHD*27B&_P`d&E(Id>eh7Mvd_kUcXscwGN5D{SHBWUY+bB(jZK`M9%kutQ z4bj<)w`o}Y(0YWuVxmk5Wfyex&y{xG$D!Ax)9SKfR(+itR*PCsuva>x@Ijs-9UT`g zmED-0&xnELpFCI5;d{NzXgY5=*0JWoO=lg;y8F@S;ESrLvnl0U%qPtC8hWKHR)ooi z1Q+PHl2ARPR_~S43{skf%*`hv^ccO)DLIOKjE`wDo`y+c2&7mz^YVZPH(8!~UqPu^ABtfE(N?gc`gqOq-F>9k&bo7-}3kdN`g z>evTYIZ%z{#Lb}V!7=p&55#`$^Y|6^ zYtL2zIlTgK);aYss&5ND8ah(D1smi0_FF)tDTCjN%Sb9#bh!OjTcD5f{r!K-`Q7f5 zfvB^3n!2OO!b-wZKeDt3tGa}D+rcmNoq^3tLP=zsy{u-Dq$sUM$JtngBxf;qi_4>- zh=i^5G2zCrrLitw$a%*@>co?+u)m2WW3Rk4-schO9Pq$HrG28%6aO-NT+;w+IW+f4y1mNGbv0c<%Yq z@V+tR&m+d`qj$F*S8fmuv?&~+Nc-+zN@{+g^CAw zxA{f5<>mYha(WxFA4&Vfe-T~P9wDAm%amnpbu+6-I{RM)(e~GFF< zHLr<7C{vu4AH6t%b91%C;}`NzCyPdFKqXA4bTn1gBw6BjISCsa7-p#jZP_(5d+#3St zX>965%f?@@qo>~+!p}oH%JWmrJ*UI|YR*poRiGFPg>oNC`=ePXxAVwL>il0rtS)#i zko%gev%Vnl{u>*I3$JGs9=I~FRbj%`wtwiIhA(>Vg3H}H5i zl=6`=E!D5uj^ug#dG^U9L!5RXe4qabo*}WFbgTPAAO%8sItkg8?f)ap@TGXNl9Tkj zVMfG}fGmBzH8+hJRa{B*avrB~B#*%ae>Rq4&euN1zpwe|n=cy@$qt1$Zjgi~`#X)d zjrjOv$dNF$E$;Z`%E~1P=0Vu&Bih5h`JW7>#z#s{fVU*;3|Y=6qYjynwH+(7k4com$t-;VLV8{K*i_bxOO1 z_Aa(&-P;dliC)vx%!f{gN{UT}@3i+gIj!!bM}zWqUkFE*Yj1yuKRsLEd9-yP<6DH5 zp6Xc(x`fLTxnyPk@a-(UiY?~;MOOax)>--$sSCXYx7+IFmZTR>gZofW-SBS_*8E?w zpzq%zLv>&L%Ih*aV&IN^3+IycqUqGN0F%G^wwROPdh4ozmH%t4{qX-|nBG(TR|S1J z6=5J(HcaV~Qpqo6{sbN=F4Q|vVpP31Us#d|sD*b=B4_F7xiu_CfqfI^f}s;4t!Eu4 zBbyQwop00v2LXSt*2u~q;?RCUDK9&*C*$8Znq za(bLIT#JZq`;DhHZ*qy*4s8u8F#izWhX;0t?Z}@L7#N9zlxe9S-}$U&i+RTh^pYfr zd6V)c&{n>p10zM?x**9)O}2iPX&+G(?Y4gtJM%PG@B3Ctbv;kh=XFh={%Q*5XlE>X~NnEv2tI@okan-uL$+Tw*$x(;93~z~10M%CD44Yxa z>l^Kh%^fg!lY!o+!5ptcTz}hifT*E%S4_}DQCpopk}9bnZ|BhVM^TpNF#KgwJx9Hv z$k6(3_*wwJOG6Ka3+V#x8DiaW0JZHepz5B3%}Hq=;-a)&kfM*uA^| zQ>n}ah3{CKig|>4rQ#FghcC>-TnQew`$?_|Z&%54mQVoVZ1-y`Q#9nbVA8{O6N#*J zXUIHiX%CN&ul-a4q=<`LE%4QvO2{Uv&P4Axt>(0lB(gd}KKh0`0JysFaa-o7=?wMm z#PIz`Jg2+W0$TL{NlN$`VW{ixR%fBuv(hJ(wz+^utXM3W3PjEA9<8~{Ke=nR=dJja z!K&!qmm(~6v3-z_t-)Z3jTQ-nIQ~8fT{s5b%V)(9_R{l#x}1TP*P#6xPMrJdt89TO zD`Dg3sXxDjEO= zR<7GU2z2pK@m*xOg5zM&!foeo`LT;0-Me?VYYzHo&#$~u=E$>S+COOntgj&~9l(E9 z(_=D}R|1lO;`#tByVf-ziMUf(OE8x0(ZqsZ^f$rAs(9Xk0cX;eIPa6r?M#Z9a}MlR zLt$qyw+2QsL})7IR7vmNp_|N=!A0OC7;<#<(3aORznYFup6Wz#J7F|wc&@@~B;HTY zwT?UNY%$kRl~Nhb=t{B)RBvz`8Gg2MkaM8XiL&hWvtiHrV8m2d7_XL4cDTvoCr?@Z z6-BpSxT*11HVv`uUo|pxX}R@QV{}Vaa}D}rdlYxHK+G*mo8pPR?`(xC5E`qfOQr8LcRIHWafHQ%?b z-Ea^&NA8QbJO?9NW;_EA210%z1V!LjJsPg_g*+6^n~pDfG6ExG961e72r^*Ed3Kvf z>t%ltU)MvCYlk|hgd{WsKsRn70^R}ZI3;eglR3O1RfS;E9AU0*o%lMZDcCDqM%c=2aRK9%`f*=6bXNq=ioILdG>lvc2@@qbCA^(%9;}rxA#6lm8}8pBC$&5$ zltc_@!5w!c%N#hG-qUbmN+hEz5g8uw7FzoV8g(n993D|CuWWqXiJ;RQ5Q938&C0sf zLF@W300~35q~1k@hYDv8Kq3&5Dz(XYoxKE}Y@jIVz*hP_2mBIxO9xlvR?azE*Z_iwQJh1x4IX_J4X00w)%P88fV z&ersPCIn~_cy`tpTT|&0@JP?Jk%MpVEuH20rx)X0^`5F73vLxbA&xD-wdwu32NdtE zeC?kPf(y4*o~VxV7i;^K=Z>v8{d~zixd21+O{s)M;R5k0+P6@gTCSBWKj8Pmy9tbo z1?vu!G;6Sz)vc2PSXI4u(eJ=_+LdxVD>Oa*f>CG1w#vI}CE!Gs&sKQoIZI;1k1Wa-jo_wVU+<-*g zQH-vWEA@_!93gS(lwi};w?kd-m(o>b35car&wWsn6PQb-;@}c;4aEI<2R*=Z2@aXS z;1$=vUBkU@Rp|WSl8M=eHD*n)HPt2Z$xGK%#A=Fh zMom+%C~G_E?g^8P5Y48kqX2AXS2tI`#%tBa?{egw2Fk(5gKVoAcG^)Az-U zqirxX%eSX4BqgBt&Aq27#z&I$rj1QhrR4PTUCb3?dDMKA`jmqLRh*&46;V1K2UEX1*E7Po zKH6tSY?jKj=eIIZRVd_V81mT1+g$3jXVhIKLztNw!^^paH;t)?A;qz(bZ0YVX2)_k z{CyfDE6>Z`^OI!&?s&FkXEm!JQNP1+ZpWk^JhG!SRkmh1cK%BbbG5X25&sGI=3BPs ztY}eBOtZmN>u|M&pN#fWiXNQ0iD^_ zTKYvfg+~}cz_BFXKL!qB-Hr=8rsN8Yjib%y+4x54e5>~`TvbYJo(+x5yScy|OF+gl zU(H`*80Mi0I-U1SB7RcE=jFQ>^rkJf(Yb{-pxT#&bl087qFCzLlu5y^Y@&{SQEuVT zhf>mnVIJK#ql*l8oj~^%sPx-1)G`wm?w68GYaCRmmr*?&nqhA^u4qnP*nEM>xSy2j zY=-FoH_TCXhhyc|rNc%p`KUi-tx?{~SEt%1J{VK;;6|!%$`}|svB))1AF+G}=8k?* zUZIn5mMOSG&LtUgS-7ImCa)Z^zIp%Ll+`0g-8-o?r?vEN9%UBFR9d=SPTypMcV9?W z(ou6uZxbLkp2z%CmJslJ7|}sRoD1l@MI5_NF&5H0qx@^hKaTA-uqJ}WWW#gxZFJ&4 zCs~?X!X}vVv1N?g%nIE}T56egM~YXPiD#Z0OWl<#ZQ{oWmf235Q9W@p#B!LStWsH*QNW~I!23H;2kwG}xjXDY^ zI$?Y#W4{%zUv#)z_yvs*-V1jr!O92Y?8%?}l@`ru+G0Wn<1R-^?e|Q$%AWi|kWL#y zUm}KDu05-C@ViY#oL^Efpf^0q>sn>ybtHYzYJ22iD;BgYnpiIqx(w-08JQ+hb`Tq> zbzkk|$AgI4eh4*6y`NlXjQ+sdId$~+()$VoN#!!K_T$Z%!)b25^29Q6*4k@fArEYa zN(tUA-Z(L3GdLBtIR((DK6%ZAC*rEKpN`tkmpTHKd|gIt$XPjJ)qWkOiSZ$I;6p|) zuOPfzar4-t@_hv4SdLJ&A2i$xbKjyo3kJlbfLN~5vVi+B`aMi**i!Z2DCVvr|1c!Y zE!Jf8j;@+Y9P+LkB%Tv*-RN!IG5JNB4~30CdTi7@u5(i5$z~WSHvmi#2h$!$jcs8FgHrV`!}O5IYP`-wHv?Hg5z|bAiO(HrD4QJ6KOGd-paI# zWP_;-G3>0kMUVH$bM(vwHDPQugaM$9A~xNNfESNjbS+u6QvCH6<=K&%aELIzdM7^D zDfMFAg-&u{^3g5d!hmbHtNolWZsnUo@1)}oh2oh7 z?*^V5xMT0ffL_P!c7F!z{2?BG5pCoqkvm;*p!k32QjqC%5?Js73C3-D!Jb$|I8%$2!ktNj@M zTlwNU4*{;7@dj>%2@- z`VoY)wR~aoF~opqH!<&JHN5unGTwvaxG=sXY9{uj(|N|{wvG>G6XxB#yzEh8cakc} zWC_ZldbVIX}`v6i)vp-?)qYli@v~R3TTR)hxA2dczUmR@uJ%2 zt?%_S9o;YlEv{zF<}O2g9tU`x z?q}#{{&|4e9XZ#%3|!eM_T|qd(3`M^IY`=qF(x*T(!uS`;?-5@P)edtHLDt)?ZsZq zje>P8yI=}Ye!;kFOKP#&E6ZEZKRZa6sK2hz;5&#RtmlfH@8k5YneOGe$)aFf(Qlvg zxJQZ<`3d^>=@v%@?~;66J6c0;RvWsPAnqL9o^(!!n5OTIb)(U0S2cJhfroTw3_)ca z^nFRh1@m$3I8UHcs*7SOrd7Zy|JReYfRErR)_l;d?mzOz=S$?J8qs^#_ZNIf?!=% zGJ9Wv_4PprSyhRNFmOh;0ZoZOQ{-vrDUDQs$uOmOH@#0ob%7|TTWc}yTAKYU&L{8| zq#c&mbi4;U<(3VYZj1)QyjJ0-0&+n`eOd%{GVjo(Y36O<%As{&x`lqP-&TPs{Y3sh0>t6nc1N7T`AaH?Wa7+WfRKMFG7(0oqI&D__?62U^erA+l)g!& z7d?+x(*reRvUkGmk{49eP|b?@E`Jx8hL5`V%POaD&tK#(V~Z06>TL5&Kn$L&Z$;TQ zgqP61>cUv@N}_M_xHBavUokz0nqcc*#9k}I$z;kfjut2I$%V9w3JdZS?Ru_NhPw;S z@dZlxULrb~;xWwYTumE>ZKkkbIW~XOs!7A+5&*2!tG)9p!|juTq!UoDX`%h9^GK^E zb&t%28vH#S%hoS3+E}9!TpxksIU!LJ>pg@&$v6KC>S7u))SfD?{gWBAY+tRnnrec= zLc;vTQkK#m9?ddT#6ogne|e)4dQ+07?csa^WxXC$n1W(G9O)cT_=0*%MP@ zh>AczNgZ8?=crff5jSQy9N}JnsQyM@5ki3e{UNJ!l^veFdJ*TBK6V7ga}=vrI`9cF z^)W4y_E#EwlA_dtQLhD%sK=bv*r`cOrHl!76|QxCc{R;|btHAla>8Bwvf+vPN)AoF zGAyT$9N(7!3FT>2-Q_jgFbYkRt`ufSnF6rDQ6#|5XXvMKbtqinF~8x$rg4hBZdA13*wu)-OYD})^pxXi2?3b0Xz@T3s&@`$(OA@R;fuK5`$JK`7Mkle8Mu9WEgh$EXZ97w0RZXcuO@(<1=!P9g(X=KF8Xx& zvd4$Z{1Y%+c<>#XtzT}0KarvADLyh@ns5(OICWk#;8{GzVh%OTinMf2u!?wSjmw3X zc+K43H7U;FF*AA0_c31=%sF-myvEv-d43t7;~{3muO)8?@A}k8$q5Jr$0OH>4LtAK zxfhjqTxtPnLXnSIdG?W#%+(_5jQQ#{73{upYzcok+}v-I`RK1lTnE3+k7qegRsI7v zzry^n6~)dm+Vu9T?D@Nck&HyTmbFOfxvJBBB|YwDOXTyp z`b~LVi9POv<*MJ^K&WEuy*f5QdBtWrY!JW2q4^9NqW)m9LRT6!8CHJwf*md~X^#e; z6gBAxHE;YdGY|FkKCO;7x5FOZ>d;K}g_wz?NZT`Oe#L0rqVluoS#C|NQAc5syNxqxQUtjrk`7VDnCOgSD)IJmojk=KibGVri^=Beem6`wiAa4=NGXJr6s5Q|W-5>hw>R!bJ*0clrzcdWA35VV|g~ies)Wy z%jKMi%hcvCc@_ZLoHy{$4MpjOU2b&5ft^DRWb zQ~Mfn6cyi=VjX3600b!hfT&lg5g?uf&Iwk-p?nqV@WSLn$2r3gOF)4DRO5H3UXz~t z#W18V<(0oY(N97hn+!-`rEj-0@5&87S1VB4TfK7p+3?|ZWh+Zt-CvI;gUOkKbh1E~ zLO@wkL~&s?Wii$7>w+1gHW)LusOu>ZBIB%>n;%$MyG}69?fE-6G+cnBHNBIa1!I>y zcd@#>us)cyV+%*GJF6zAtgPjkVZjig8ZQ7&dIU>S7gOub1`$8c7;2gEu57sag7HK) zb9tmQX`QIk-Jt5{84rj$*>EHDX;0|!?Db_qYTVR_jO-{Z`;a|&!IJ4!qp)qOkS}YC znHp_Z6VvB_3#PyYH+#2$8vFq5Gm&Q3pO+fKY`VF$-In z?f^P`rQZRg#jU)qgX?R%44Svhds((3T$=dx=yjP9)3R``A;GS&Qqonnxu0hVamIA% z_S8hH!}|ELsu_35^0%X(F<6nl^*+iQ5_69jMlsEt;*zD;!YMzJoS0o;?Gru$OCJgU z+H=3y`sBoG4O-6Zc$VRpUqy`QX0W4-*@PD9G&bm55hlI`!(!fv93L!q8MSc1pQ1kT z0kAKCVdrSw-(e?u#y>ha4ruR5BKbS39a=y(Q;_ltCmFBQ9~}1EeWq5)Q);aBtDV_+ z5LJXxy8&}y#v(heWYzWju3QRzuIHde%xY+=_ku6tJr4N_-couL49wH&F~46;gojZO z9QfS$Qc*kQmB(x|z>fWqO7Lk5Eek)?5wv15Pa4zVxr?~7{rOfBNY z0Dv`fxWF$%yi)t?stg=A#rc`!sGjf%ce|6tMOEy(fWY`mkV@Z2k+)BO?+YMgA6j7$ z5&M*9dB;#yhxS(!^xtOjcG@8#X#q1PNYKcI&q6G@?MN>g2yOlvVvUtD=f}GeCd-4O%=)LehkQ3@d>&Gx$6-C{2J`n@xX=>x7-6jD^o^a;p`8 ziMKSqoqw6UnW?rL*4Ce512*Sc(R9{Ka zKyAFtA_u+Hno{2hHW>9ARVkYMdETe+?N)OZ!||kI$b|(t5H^Q(tLkg=A1o3A#(Re2 zLym=nmh1v~84(L)#g|$&WMDx!^f-FrJKP>Ss)u)rUIvKTF?au>Wj$(vtl)g~yC zeut!Sw4uIh4b3l(I`%g}@~86#$7bq|BftkN4?|?w4-*ow5CyL|A2)QDhZ|#j5Rfur z*o*W((dyzy)kR>wNS&~8Myodn%wLaC{d%-%xn#D@ zg8I#-w+2^k1$iPik&KtejdfLJeLj!2+w|e9_w9B7iBZu!8Dkc9DyM6V^)bh_1fMK|H1AUAiE?EC7 zmzUe*-O=#G-6_*mcj)=3=>xFGwWkB*iWT`NFPKNsTda7s?!_B0nP47i2jqqGR1GzZ zJcZ;5Z67rqx#sTwrJ_*&MUb!D^RjC(Zi76}HS;El>f6r{ta*IztRPKPjFe+j$~vbI zguAm)<*QS37aNOv*_;kh>%0_i^3gecui!(zidS3dcbX2`_4Bp@jcZ`Ws9-#9I`bM< zW+yo-R=TYFhvR4Ugiz1Xvo-d8@ z`+~C?Q%85oYkFrwBtt;(xWi(k4#GJBdxRMuZecs6TLJN_uY+cNL4X@rhZhEk@@3dw zqpL80$t``F+{`wv0i+i( z-R|U4{9^0^nia6r7{}3MOxeC1Ld6_ZO-5Ybak-kC5fiP>hN;QW2CmMferB)fRG-Z< zz*V&>%wB7NfP9btv$qhscBcXPw`wE6cVryMgZ$=E1c&utw#hglPz zgN^g*GC`i(Qlif}z^GFmS7oXub{ostHahDMr647t?Ammyjnd-uVW%S`?d8O zGA~p))Mmx9_Yn$8lkD%rKbhZOTfE>!=8WAJ&fzKC#jK5pUz6`{2ext@9n+cjg^eBS z93ZS(NF)pHYxb;N_ztku;5E9O@Ykmt!Z@4uC=IBqn2_+X1^=xQQ(yO~TV?br*@D`t zaL4i9{Oep1e$X-BeU6I!DbXic@DDi)3!s~dcS=rf8|@+#lyE%)DnNQ|yN_6(Rp}MS zOy7EN?I)&C@m9qNR@vl6;CLV76JtUmWpJz%^+z<1<6WB@K}z=)w?M9$EvKr(R~|GF zt}{iI=bD|411w~?>MFDVb~i@uihA9;@Xi}2vV1S^z`~cF`E=~RK(E+54t0L21IwFcsaz6cr$O`*50h9q<64B*_ZF<$ zVNbkqeT>BR*Ssa)l{1$Xc%WHcOeTgCP z>1FiCwQ!%)nBM7FjX7j11^L3o+k?Pi|9+241=vnh^^GXeyGd-hjvHxj@Q?3T_a8%m zknKQeVu&RZ{sSOK0LOY1RJsfJUiw*l#I-5TWSXQ3Ulz;p$G+k7Un!j|qxXqFhi6AQ zV!kT(smy}i8?fl?D42*ZtTc({@H(S+nGJVd`^f`d<_psE)AA?9q{b0FUFq-#>lV5$ zh*1mp_F;Adhef~n$Y837Wm$Q2Mb6WOM;gLy2LoyyM-20#XVcl`@GGkjT6KPU2x{8) zl9=PcxU}A1unaeim7Gxl3~$+NVv3N7y9NqYQGL1)11XVDTft~0XzJ9Pf0y zp7K1&BpF5t0ez}oswiM9NMTbC^TwU@IGGo)$0EeNR)*FiKatN(=nG6^?(>{RUgGZv z1p$<9VnS9l2~8dc>HbTElnd zI9-k2^Vd`pRJePi&JD{an4+4)c$Iq1`O9>;;exa0^u|jdR3lKBGt=wVpk9o^i6M1g zBb2Fci<#|3Aq% zD)%wc76y-r=xWwHvK!z~Gx_DY74@%ld_THB6+~MTrvT`+t_9&!<8XMzO3(6DOo=tX zcsSRN<*V~V5c^9zjPdP=Ifdzc4IuE`q`JA-m;4+MKRlSIuitx4N9+q_g$tRR(Pm;S za8MlAu+$as{F{CPuvJ?p3w|ZN{w#>B){F^OSEb<$Ujt+*8vkMb)r1T{q!1oXg>7=~!e8%PPZpeq<+H-ft zM_2j^@nXh(%-xdDJoYbXI3K|7RKpF$V$CpieJR}bQa1)-sHbL#m2AASJa>;^x(uD- z#yWG#K*Y4LdWe;2Oz0-vP$#9)x!P6p;n#`Uc|%Ry=nBnYZjxtH2-sY;0r6jHEO@Da z@*&id2&UyFVzxi_w#Xen(e_YlVuE75}3!KIC_Twl<>(>MtdES>Bz8$Dh(@t4E)TeY6z~3{qeFcXy z04mllmIb3xx(PIcvG~sKNYg%F_N9TKoD9`T`&erKXA;u{eV$J5qpgGs$c(aBmi!rX zh{x~JPG4RNZiV%-eu}41ykW%&s5)D=QjxIs!`i`lf);;~+zST?=|9TB=SwSo z(Nzps2*k_!@&Ad?mTSThUOW+OcR1oR(n5nuclRZiKpt2`05&#^z|~B%tM>CRr3}si z%_5yw6tPVrA+0EWn2SYW3=*;~ay%qLdLL`aCnS-|qdfmlTs{V=dmhW6a{}mkl!EBQ z2=F6oNWEzy&uQA%Tt)5O{2}3q=V}*M4Uq=B8?$_Azy+Ys*;o-fkZNE>feqgqdeiRy zkoZ<4Nv+I~b|7@$$3B>#$I$+vOyqWu&%;b}2ju}MNY9RPjL@?H$->I7GnX|2? zND|fZ4CFvxM}y@u>$L1fevuH6F>Z|>+|Nfk4)TAeOL}lR&p|+DaxT>umbUu+DHPIn7JrUP5Xs}uWWO(yvb}`7Q1#uLj%ncMRjwX^$=G$6^uC_FW;Z)hco-X;qh{< z^p^$R&zIU#bzg5r$w|}iOdqv_Ggc*G=LAwbup|A)M-3V8NKar*Z&7F2{PMOXZm@+L zApHRla{4KOLFif&a#pV@*!$z0f{lX2nRN;S1f00dPv=WVx*WhZ06JP6L;#1MUjy-Z zaDo@bmw1wt4kdXo_p(fx?a)PR*bi6~Is^~Af}p_X4P2*E*_s|tkNwN!U7rQ^#kfuo z=dEy?(Qi!1&Amksy!beBQj@DyLJ^zXacX+X5~ht}4*dWLaONt7n?HL1Qd$fw@CYBf zI-O8e;Ozj>EJ1Z|E+V48B?Jhd$F=_0OtuMHbt_oEi&hm98hyk~sIq5{SxuWO(AF!i zSLD29;*clRu`*dQOwpe`wQoBwLrigqrrI@+fN=$JK3?Kf|3pb|#@-lS;#7yXnzzR{ zWku{eQdX)|5g@m$7~__>v~R^@DAZi3i{)lXzkWg0if z%VVd$IeDa{H_`qw|1dWZ%O|X)_x;OtcefGk0L^BQF zWHCF~zie!h*;8|!_7BlakBgYh`!pvc>L;~7ke9rDTUOJEm%c`;J-`UvEtBe_E?+y3 z{+5icgQ}0Ob?Bd%e++wo@wWL(;q)e>zyC|IDVUrotTgt12}EKqwyEDHBs>gYNWJoX zN67Cuy3CWeLo|p=>ggAj%|~8Uzp7{Me14V3)O_!T0edfU-TK5vk8YZ0aN6{-`N(?@ z3vRG~yYmPxZ9%l$PYd+9j~sK2?(k;?em~c#0 zH3BOyFbNjs9Uc_#*SU=mZLdvTt1UE|Kb_8<1CJ)|6q~{3PO#kjU#6gqh#i((W>nx) z+#}-6d7tyl=kppVaYn?-vpl1hD@hpc42w<`GwVxRKJUiW!3{9Yh`yU(B`e>X*Y21S zof416^L8E)bG4+H>60lyBFwm~w;H8JSDXTKEcwNL-W+=^C4h@JC3(7yDoIK^!Gw7u zg_u2k2UA&;TtV+hN+pUftRw>kiN*o;ec8(gaw%#0*Q);?V{aZ0^%nn+-+NnBx3nu6 zR6?5yVaD1%xr(&dmok_#WSN*O!!5TY8b#T%R4U4rrXkCWWJ|_Kn6XPTQwEb56NA35 z_fYqKKEKD~^Z5OD&il2V_j~4j&Uu~Z>-ByaW(J3=kF#y2*!?NZ>HaZ>1%{RD$rTRT z$jD=bj+u8Yj%wm(C)VRbJDfnXeWqgW#;QT__MjE&LrjCjr*Qk8HK*zs(rvt|rTQA< zf~Mqpg=Os=gZ#|K%I(OOVj%fV8tqm%%i8mJL4KCv_GMw%?OEpteUhghsGgGpmRtsmOhlf70?1mbhG zhM|aJ_`7HNTNL4QW56Z~s{vTkkVlAploYg!*5o7CV-&C|YUdis=JcScxbmtqpiDn? z7>1?vMC-a31OJMvbi^_AHE@y_jOfh@K;6yjO9(|&?aelq6ZV!4v_-5>vmgG{A?V|G zOD2w%#uxQHpZH4E{$1PA?~zmnekn@iPyO)9q3{lrm@@R)q(#|7*4@U71NALU=$Ck6 z-()nX)<==V27Sf&9q4VvV5YayKj z^xguOs?W~2WDcX`i9e=D|5_;e=`&(SCwVd-RtGUpO{U6Ll^o^&1StNbrc0l^62zX4(IKSW|HTmRSR+y zXY$y>Vr)54zH6z|K~d#3+5BqVNb3*=Bp$JaIQjoSY6DTGKh?@h@BF{jR`+~j`{$WT zGjEl6gNqJXF--IW>LGumxe|~!$uxFt_K4F=&K&R-=22v^uvssqcv-W8(>$|??LYkU znM=R+FSsR{0FiYF@q(uz{R=OOO;mD=!-5?HQyUD7FDBfEG7#uT}Un zhy6S1u7Z@%3hf~)=WiqB^(?;(^vn>lJYc=pO_TlrSzTFbf!kl&VEdl6%}3rF(4OIa zCKYWUW0yS#ZPkAI$cs|s8K_j5L(qEW>Sc-U|KW>B=GzPD51Sn^tJOfk!VvzUS|uXLrdt9Z?s3 z|DID+&iIpM?or;aD&KjjUuh99BmazW7(*FaHXR3R$)_IAg5NjD|G~Mi>X)JpQYm7~!su4f{trb_uYt*G>Oj9VzbEO# zPXl)d`+qr_^{BvzNI3@rUp`B3<3u5vLJT~bVmi&xJDCBE5gXUb8FxXbw1LZ4ut6HOjFx`^-NPr zOmDFNb_W1ndyagtTEeX=%m+7<1lf7n)D%0QgmZvr=BXq>5NFXAS8Sr3O*tiv0L~B>ru|IZ8NVkuW&>rebfYc**_JQ>MxR4G zYO?fJC)Xf&u}ksHTT33(stGP}nGCPO-Mikj?@Ek+_UI7TP3{$vLvS{vLECgmDmt1Q z-@?X}%X{>`H~V`gpJ1J}S^HrwS@IV>uGH98mDcbZ_C1{ER4la}+tA!r<nx zZ15dLY;6Vk1xO0SN)PMC&9obRPs0vTvbv>&vi5$-1>KF>JF*vIo_}a5oc{34CAA?X zU%gSh2g!M`?tKSDgFn%(LPNitX0&@N{)OeXV&~b_y}{uE3+;8%0Hew2d+{jv{gXTP zbBJ@N3@?(qeFu-^TKGvIK;tZ}Jz?2``slVpXjPAoEu&(1eZ2S0I^KTqh0&)LV`(ukN9oMSl{vyPY?4HHz2OdU(9{;;6%i1ry}24DBz5X`MDLXVFa^Da_h0b;82MCoM-Gx1;*1PqAGu)et zMr&!ok7$utIVsA+F6?eyyCz+z1jyFxxr_`4n^t=;Th&dix1sxzQl@D6jUDUsboXOx zDAuJ**@0>7_CTAe=bF_IxMOEo%bf&s z)OmdtEss>I-(O@?^%}LeG^#Sl@|#_CZS70iqDL<7D%uBAr$0_Ad8TFRbtG-Ljbgi< z=x*UKhOZlBk>jWI`74%Izb2oKFiUF-YqqqC%RmLnB+a%jVvrXH*@~?EL`1udvf!fF zhD`C{3Gy+cR(M$e;fing^};Ox3oY;820r#TU57kvXF9uyKg!h? z&KS5Gpr|Q&v^}Z3EzDmr%j6{U#iAL4dEKCVamW~&4YL^0Lh*u#52!|HIw3=VY?ojDSs(@)EM37P*qOU2S~yxabr^bgcg+l0 zIYXp=Cn<2|UMz4spZXWefH=bj7Vf0zFeP`!rBMJy4iM>Z;Cbu6kqBP68Yv3JEpTHb zH}#7sZ^z8Nc$>o=dy=H8!OIvsBfOK+x`XbtVjX3(O#cI1TZ* zb!ik-agaPH8TA51KZm)1$2~K8=U_=xd6(s^g=-@37Gv)j=PEmb+l;-WdERTu2P=!O z^hV@+6PE9EO|xISMD1_W>K}uu!Rc)eRUwHhgwFV~Q^h-aY^(c|7&n8t>X*ttH{IxL zxJ^^I49Ay=jAyjz9l~W5o1}GrEc4@K?fbF;UUU~MHo5!fq#@TS&M7x&eX{ZF{c!gA zdGYau6)#%F+_$l1uh^05&Rx8_~m?8uHtyQ&ora^*y+J4nTe0Jf<#oRYn%iCNG zc&X-VqvT(P9nD+VJ0Z!uPJSu#xaFT)FZ27RlH0pfST$S6tUAU{&t)j`o*Ad^5l3E% zm{P84`=k1<4nD$va1GlqYz6ri1eLg zxu=|3@CS9EHE^c8TfI6hTix{w7&qt_hJ2RdR~-CBpIHd2VERM4mL$ z!-;|*#ny^ZQ)~IJ7H=cE$GqA;br^~OL_!ul*ZRt-(+)-72E5Sf>`TU43lPt~Om?A@ z))MX(#(w0wtJfwRjw=t(la_wEung5M~5R$LpGqlSf`BYh7QZRdrk8UHqw$lJ_i>IvVlB>)4WZ zgzmozG0l(sT?QavBiCh5UF`%SN2o5!h^?U7|O7 zv%E?f;`&X;kTy~u;(#shtWfYS5CWn|QoUhDmwdpRJihn#h`egSbk*7(QSJ>B*lJqu z{LpznY$hjPqr1F#|56N+)BmEHh}(7OdpJ^EA{N6zgdynY&P}e>+$@l$!$uD&H82#~ z-|J(Gs(gvU6N70|9=^j%n z(oaWz6>~tR_2AK5bHo~w|DT}sv@!10|8PlV)}`^8!WGE2s@0?Yu4PbNW4QRh>cH)! z`RXBOITKVW#HH6mtZ}i^3hZECp>p{x__m(Z+Z#2gc_Yl$eUJ)Jn+!kk3~%Q}%u5gq z)Vx-M>PvPc{O+}hmmFwt3{V3ZWEyom=Oz)+8J;%ggCR=YRMP9d!V?KL%?0Y#@sLE|gNOfgif~g>O>xCfBd5aNz(J+pE&q}a z?hovCzVS;Rad>%xNr}Q{Kuj-M&B_qy^ z%+Hbwaxs{vraJ0aAI7#BCr*{OlDI9ivMZ{ohYY+8ebB`48HXPb%v^WWz;^(Jd!YVJ zuXS3^e7{#^NlU6}(mOckGp*AeSf@Ezr?IyQ6fmy5&JHv{dA$(hm zrBo)Eyw^IR#u;d@Slp0ho|k3Lr^oG)#_urZbbnZpQ(BhoZ&6b+a&i~v2IjJ6+(Z6O zTp=T;*)3^?*|J>sBaF?tl#$WbHYfYOzeTY>FVLUY5M+5*Gj4#>&QL0BPI0u4uede5 zW6!5+EE3Jp)2R@b>hc`bS~3z~8109g89(pVtJK?(kXX9cA?-MfoFM)P!4GD7pKoo zD9*!Jt*$ur7a6O^gEUHs9IE)!y^h+~n0(KJOe{YlS}FH3(Y^b6ypELMgd&q!7y4?r~n`7C47Afv8e#_h4>?2X%bBt)rO@iqfQE?YQ>Bih&3Oy|)wCtF>-Nj+f z?eR+23pXWBLVB!(S1DYu)imj+)}*{^g_}&10TAxkY}zY)#otda~IDoCf?*@ zMPXdtiL}Qea44y>L9ev;=2^EvQ&#i$(;nm7`xr8qRL!^66VE(er{|H?Am7H?=biug z9#lJLBe!mO^r!gH50W;~wSa=4jM5&NXBL5i(#JjJvB~$@;>8=_NY1 z87kZ~Ms?pW3VX@GbY8RmMhk%0&P0v6di9Gxf6{Ru*4={XX8X8}f%HzDDM;!a{ZIGR z!+^wpy9V=FAqWNrRP#Rb9xKM547>m{q;l+_54!M+YIOz5RwiEAF|)Sk6GBW!rq5s9 z+hN}S?VjA`|KBdWBV#x3in#i2Msdt|4tLWo6NW`xdCgHHj4L<(`73a-vlNp54R!>n zg#0U8eTATK9w5@62)-C+mSyEb&72vJ?WI+9rd~ZPx<1o|Iyg^$=wVd27saxE0P4 z>EZ!+{$N+xbdy|>SG?f*L>{R1?REt#-{p%m1roia-~fz6`j9(!MUgo7^aIl=A#2E% zKfOG?A#!9)HO#TzuUa10R^^iZUUR(1eQ+r$C~fGgrXdYRnnHJ=%lR<3PXEZ4GK;2hsDfJyUD!x5U}MuahoeF<6Oyl|km z*EYDxUt1V>(%*HUxftLQx)53Kj63Y6n4vcbP<=3)`w7fq(|mtZ>0g0(S_>%s(p^&w ziUiL1u~<%8udyR9&d!cGY8z zJ%(4XZVXh$Q<5z$I5pEwP|{TClz058q1$|iZvb=r%Mn*zVpuuryZxh@0YzeZaHk%~ zT`CXCJXa)G^c-%CAmGYf;C(Y`hyo4doo%OlD!<*ZzlJ;av;3UKJ(`lAQ zLDJOdtvTfH7gS;jNxNB=_}suxdywHK@UJf|b~9^@oP&W|;mmI8!VI%~v6O+xa&R0f z@a@3&;(v_AgQa&;%NbdV#WzIah*dqw z63*DfZk)LaJ6Oq$)voBN6X+*U0}r+rN_R#QOYM6gLst2jz2Ub7ZYjtBZnrMQhc)WF4j zhzhr5rkhk#!XNkRt5w4Ku{R5js3cGyl{@^!>fbkG2^MlqZA@QRN~K)b2~z5johB7_ zbXs$R$#DZCcL?q~bfe<=JWFyawt%9c9(F@-ha6;?ZkOK6OpW{>?dP&mK9tH0*Tz?R zSL5bj{i^QwLJC98%iial0uKLE(PkyEY5RcKS4Kt1@sUo-N4SKG6$i|_I?jPQ;)-^}$m&nVkgB;tc4H2?1UUmXT z#uG(HJ8J_fVj;jQ2-$1mvXr|yRU4L8vq&NZziiK9?u47AJ~`^@nu5QVddnDY8hUii zFmGu+HQ&&~Gvx(8ZH?$}IP5v8_{G$IG=W@1$onUX`fdC~$6P~K$d4FXgq(^d?(R_{ z)Fua~p6@tCe&KB)3?F)Z5E4X-wat(O(bSLHUvKrk=s&Rl$r>#_Wd8jy-lmdg=B@bs zjkkmF90fUfw9niUWEb-lG%qkbKY@8qj>-i9QnBl)?=O{mM$%ud41!FBLyW*NAt3oV zLyHt~s|-V~+m>M|Co-chnDrtcrkpb}hR0cZhe64ohCWHQn+afjKF0t#VTJLhGG;_A0L$H<}OggtuPE}BVCH}OFcDq;4YHiAd+5Tc>Ji< zFnF?rd@@9{84^A_HI2U?5FV_ou2OAXDy5!kbtK!KJJj>K^;2O@Fd8ahWVsC*C;f=l zB`xJcf4qY3Hh9=|@UZTWgQ9Xtxs9oCB7YISe1o_LDrLlNLvO;zv~NZ_b?TXgI^L%K zJ?>~{BUHsdQ%N7*T&DKiobrN7ADpL!JH1mb%+i7&gn5VAapwY~U??m!UZ*;zH1qb{ zS*2+wG72{(1U-a8dqs-UPKE(D5>1ZmtZU*AZnh23)wit5HM`bJ^x zx+`#7PONblDSfKe`z^(ES2j~ULg1$3TPN;#G9noDuXEjzfC!X4ajP|4+i94)JFbPS z1E);l9T&tUrp&yELg!riyr*j7=+TK1m6c+F(+;HW9Qv4m*lyr*Tu?HWba$^aLtDrY8fBkL)2i62_9;1a@#% zMLg>1NDx71lBLxgyYAR*4ufC(Q#Qmw2TP3Vv<@wAY{ zs!KV+-74|4wN(#K<=xi0-AT?K&(RI!IlH$?6&BcuU6Dk<#7FScBIVN$wzqog8SWC%Ur9u%-6ohW+- zFs{HoNdfoBee2>7)@iR)VxV1ui2vKZ^%QTvM>GI95MKeyikXoB@)5&X-EM$ zm&gyzbL30+YXwM3$w75EgLlJvCzqZ?%Gm{kd~QOBv{VUExH4Da^Y`RdI5_fLk>8c8 zC)^``tyKv$i@=6}*ctB}*GMYKnSl{Fl@dDAXw^3Mt=*+HXCL`Xs zj%01N+|#1L9`3(HG5Ax+hU$7N$I#=o{$I=U8mWne*lW)ob@7E~i$zZ=_UhV|O-7X0 zmeYHsSI6m(vD7c*nMq4ZKQ`x(J6Hy;4(PB)EvZh)$$|L;{@ zFHZmFh@BKHQBD9k?odis@qHa+#jt`83m9|tG}&q-;^+$tmIZy*$^J2KmM42(%wxei zLyrApJ$Mj~&<<;by@gd#X@xE<6b6(%y^sPCaaKIYX(>!n>h=$PlZS@5W-=tT$S{=v zoHe6=xtn1&7+?-MWD%iCvBkIRBq&IGqgW)ks>I|1>3)+_kXtjbKJ133!jZR}Es*_k-hracdbw*3uWvOZ{Afa8?@-^p zkqF4o;m*ULSsC#UYt{f^8&VbQnCCEZeJ&CpWI~O(x&=O7N#^QX(qBM|&G;T^ilzed z4q*utuS~oF(M8!ip+oxsZQ-`#CZNXdF-`))qHeB4M5hw;{4UY&y#_dBZUWZvSh6Xk z84>?R6|W0>!rKm)=igMy)H=6KYa4T1nfC)q;vTA8oC(GDs8L99F>NU2i4ncYd#dHu z+tC8WH1R2D_l{w&fvb&eK4cQ>vJY2}D_zV!l2VASoPH4YDVg}glOi(`5RzHm^Lc}m zRA;3h>=Dxqj!K860aYMd1e-*@;2aT+GWhiBp&s+wG`nxTYfTv6`(nVGOU9xRWTUTD zis}72dUFm@qu#A+9`{bBwjPS25WTXSKm=`^fR*ynW=oBO@N6Uw3@8S)ox!GI@-7HS zTYt+fLZv7~zYJ+aXocpGpz>uy%|Oh1+uSShminLiC^u~Ein^;waZsz0D0w~u^}Xr6sA_?cY}|T4B$FwoYE|yA z++Bg-gKHZa%>ei4UZviM&Pf#zFO0_M96~U?#uTPE7)eV@Edi4dJOAG%MVJ|Hs+8}_ zV!dG9jTE8P*s;(RW#WbYNisQ2>E(%08m47ydsIKJs6r6Q8)i9cE@7f|q-BxFc8s^N zM(;J&x<|95nc~rz&|4V%HJ!y(@zhP&1q!E;H*p2MzioMG)g2pV0N46}H2Pev{Hmd914iTj5cw$%1);jSkLeO_&v=VKYN>1lcHDw?u467Q@gD76 z@$u}(WdOP^A?oZ1KN+}}FT&O8p4O56{fHb1P$hgU8EkbR0e}fBxGGK2gHw%G+qXCN zZ-tEp(k8yUvHx$t@Hz)re9>?Fu{P|t>c>^Xr!UikzMLAa`mHp?qXUU^6k|HkbJ6G_ zh%5BTr=3Urfubr@yQbV3;(V#xaHqTq30h>`xzM`|YHo+BXVUq_g#QSXAOd&SRXYrQ z$j&b@X+cbW_Rgw`HF(|uYGt(I1dlkDG#C1Fxv<})su5)+X>GGkQroP%X@gZ8UIAvz zr;t$G_KoEQV*#*nhTYKO-24Fn7l?UJY1(myzRg`#fu~N}LD>v&DcoOK4Ex=y1He0?ft-0P-Ta++nBQZPuA7_V^8-m@oFi`*pzv&90i(doeKf;vL4q5 zE9Bfo6+u4VENYft{_p~YXffnF-v%H`(vq-&Qp=d`r&nolZ7HQxW$wN43`oEwlqLsN zj*wu_37<@8P{>Woh>!5M;BSXzpx9T{adE`8h!$(^Qw;O%#lJ1q^!fj{I1Zk zk=16D7aOXX>U$x_Hz&}P@iDw`kaUdmU>Hl z^#Uep%OcP`7>Vf0xrE8zzN;bDKmlRqI;AwPgD*???EHY39f5C0tcpKP=)9krdoc&r zWSQ1yF3UFs^#KvpV)g}USd=+bjr_LN6>3c>Us^ae*~dZ`SHBRqaKd8exMK=naazJ_ z3hcWKHJe4s@5MI7(BnZAH0#X3AYm} %Tn+)X{#e{Y>59a$Yeh1D@6BAE&QU4K9M zF*c)x=W2L&wBtR$EdEC9ePn4qU`G101zDIwpi(HmF!^5v-NJXRGi!DrxfrENmeb8$ zg{LoPi~C5k>Mk!7Z|xM7Hiq63B_-1}MHTuU)&*@p*Wph~>FhrWjRXVWCY4Hh{IV}e z+&5j)9qR2Yn7ltEEy{Lt6t~>c%5zFZO?C%=Bt5MgKGCF}SggY>y3_cWq~c!JGk8O( z+4l;@yzT;lG}PxUsu6}zbhm#5SK&M8|;KL^V+qqI^|SH><3S3c0w)HyMnB&PZ048X=>TK75{$ne6uXj#}w9k|)!*ES-KAkMqEgib1)jG%?#Vcvm(( zq|i(rmUX7gGlO47y1u_&5BX>|wrnoA`e!H_$|7f}Y3=g#48kqLMn<0V04oDGJQsg# zLHsN+Vzyai-uj1Ml@3-NG&81@~aJhe{iy#RMJi z@3cP{KX#+esH31d{=hrlVg9&bO33*#pPOtltW#X-yL+#3Ivl1GwpW*^W9yXnFl!wq zP<;9y4nJNH#lw0hoG1Y#eW#SMfymy-2)+?%T5KgVVt++P;H2G)CO!&4)zS_b{MfDD z@%))9av%_AxI&B)E&4vGxv4g9=T)2xr0z!Iif})~sl*qk3th-rMcn*exO6+?OWT^G zglDMTj%vb^aPV`AzYr<4@Zvoyv!Eq0qc7pVhNJ67dQ zHg7!sU}fzYMkbGOsH$Xit0#&x#8s#((du5E9cp5rgJWj?F!MvdpDY;+e58Sj7|+?a zEIy7NfZ~vRGchAh7}pVdwaix~7j!&P{@LQPM^k?A#OYc^l0}JLVldii#Bejirhi-! z=YV<2TBj98ax9LIKa+5G+%0h~*F}%e6eLJHFMq~*yHw?369b$xGu_A{wYLk~i6Z2q zE>MtzmAJty^DfMfOUB;f98sbaH`8SU8F z=Y_~_>z2?6x6@scP@2Re)~6jX9k6*gCmVq&Mh>KEAs_3Utd!JXa$JC)Jkv(5gT`*u zkRcidgTEZiB>?!^RB7Y|)0#$xPqW)T-DYGGkf1T+0XlHz1vDmE%aNr6_7+9BfL}7hKsD! zzYM&nZYT~MhB`F;4?bO^!dFp5Sg6_>g-e~sYbi8xG8C?NLusattYYO6q52W=zkK@L!|SczMHzj`@<6VBEd@jL*=b8C|H%Pxped z9>wUj%$WQezM!xfKFTt+e53~u$s@NO5p$1=h7M{D}-en?I-j`ju&W8x0nZK%6sU~!Dj56u{c4aBrhIhTK)KGBpRA^@4k;D;L{E0pC%#v&t%C7RC zI#2ULN{RIucm!$mO4O+ders&|?#A}ayrK#5q^|vh-c0M#Y#CO3bJvBGcy^T~HP}`y z3G|6L=RAV6_yx_cAvdRex@ zbzrtOE8f>*$op`1kQO1gxk`4#rtx`s!irc z(nkf8MWaRa8))B7vmG*TXmX*@TiAZLzOpR3g&dwqP-~H=usZjZjM;c3shcP!D`0a) zwdbqO)Zbq|V)Lg=SQ@F|rfir&*dgZe-gkYUg~2sUpy`a*XS3|y^JndkBz7kiKIDj9 zG<%=%-fd8?{>W4Y2ks(*4$phMxX}*3oU`i7hQ>LJ{H+;xHd{ZQ#&PS7 zwB}t>2y1#9Y8`0np^rtt9|s7CquJUF0RmKbVWGgZX?N=tSDUAma8`ybYVQ4fw#OnppZ9KMopS9dB~IT=KOhiF9n9Dj z*w78kn0b2Lr_BB=(4{rEixM!=2Kf+-T!EWj&El z*WKT*p`AB`#9fiW6P^W%JIGEHd!TZnQ^zhwod5?Vf1<1(1A|1|Y0ATHOmm(>{s6zZ zop)Z2ct9&|prg3|nafd}XKFE=el^)WCwg$t)G{3C=w5Ns6JcdJ#N4s}gV)L}QIYjB%=^aI6q;%zlm$ummrB zSWsWLJMIO*IpFZP>&pO9)Cy(1H+c(^8)M1dy5f#i0IeV_hkYF@53KS}JB&OMBkc)<#J8!<`bh6KN?5F`f_jqH8z#Y{qa^`1~VHcAP7F~pE> z_qvOroq(iAW_|=@$az;3kG}45=!DD_Q$-++RR(<=+l-~vzp)-C51 zKzeDE(!4TEK(HJW9lIX$4Zy&NJF1Mfd0}5H?Pq&q=DiC_*a+$d05sm=kh1aT&KaCc z{qng|!fUe~-2AdzGBcPMtQ@De1tvxWWrLhoWOSW}4`YSd`RP6i{&3aH3tcc+-f^T4DD+QhG~jp4o1qaT788XWOZX_~2(du!&ea+a{cBBHaGj z_Gltx&$iXe+2OKDdX>|W8Ky1xrdKvf9*YYdw;;@5dDsS>3$)wicgUZs(RU`~Wr4fY(+iS66sqpuPpK6_|92 zUp%9C8^0Lp9=XkQGFyo`6Faa1(>xK%a!`p1v-mlYM^$t_qxwE_Lpbc4UKlQ!DUA>AkifXoH z?F?9mq^(U|q+cG1aJURPI@n`Lj-x9+q2Vd)HHhEOqii+XxtF5px(xO33ItDqUy`*J z;Q-(HP~TsEtI)61E4abrW^bhI-0GxxpdUU962I5Wi($r|TBi>^ZOC83L+BK=LULJC z8s@?`4dgofP#~{*R(5-}+r+J_riuY(JN+?3Ab%{1`+EE!n0{Ejw@~ql#5;3<_f_EA zXF8cywonXW8RWKsPjd|@E0t0m$lS3B5$&$ zVgE$l5_t9SlMM_WDz+nEIa9r!9ySX3Y;$cn{dxh1jq)KW-iW_ps^zMBLo9|uQFtHa z0Z|+OY2FvfMc7z}{*>s#eww|=&byH|tA@QWP@)DPIsrR|M{fqZm&1F67;LumOSLw< zi46n2eqJp3^XEkdd~0CFw`@THafW_21e2bpzV{@d$%z~ND5m%G=UE5FPo>OwHBiJW z4YDy?d+mfm;C7?sfHWtU}A=L-9NkTRUTSk$5Y*?;+^$KbS4P_j7k{Y6zgAT!g+olLaKPLqoE3* zN7ADaP=fiZROF9Cz^i5l;2hzK(mPTmd^aE*P~3sposRM4cTFyUD=V-&45*D2a9$sq zdJVF6VnsTV!@yNBKgA>Ov@kBJ{kc|2x##a*F;SeZ8wlTmO2*>UT zu7kmc%}nJ%gsrDeIpFBNBk#@*O#B98%U9XJHOtu>=!%RB2+UNgPz5=(AKr8z+xUc& zbn$$(-H;~mIq}5-?lZ#sb@4cFZbetZ*MzXrx@tw$&xHk3ifzy1QrHdxt@-MX6aZtL zNPleamP?YK>+M{o?oBQ`Q#-LIo8Bcv%_jdT+^`9x^N-)0Ni?FX(8dBdob}k_f{Py& zYQxk5UEKzSIV<?=qC8UR zVgwa5%O;v5VUs~m*SEDkYJI!a_(^Odvc|jfjs9M4d~+V}%iYdoUgq^R zoadVsMqkk3-{|bXzd_k>{!mI3Z#8AMB#YnLbN=Yv&A)MR*PMj?{I=K6_$>uHrPZaw zda?J{ch$c7>J8b5k?r0b+AC13wMz+Izap1ih+DGGnS7pLPhg{c>M(bGPewFY zaoT89J0gqZW~mv-q4^DN=Ol6E4=1!1=g}xL1=(`q{Cb zWDYoR62*UIV+yViv^1%n2qmD-U!7~b3)IEbkeU-mT$3)(sH1U9b}P?FyVd!hn_r0t z)2KE?hr}0tEap(+Myj6$fn^fI`W^2oC}QU%HzyKpFB-%r(D^pS2+5;|=sW8hqHNsy z`R9>K*}mEKdYM|hvD@pKnM1zW)<{R@yZ&C+u^hr+n>9F>e&s^lfGsjshZ7Eo7i3g4 z#cUX?J10-EcNLT2yWQ=vjj3?^Laz13ZZg}Z`hlxc2HyB|=_cUI%Sd4V(Qm!td&fD~ zv22{VW;6RKzDAf{^rvgLu8dY=z(oX&#~oLY7Q}oMea(zYk+z;)6U3Fb$t80T^^vQLn>~IT?v{~siZrB>@8DwO3b6A~l^qNcV z9d5CPg=-MghFW2s+D#a*GTAd<11Np#=n^Rn8KFFOY+cU9JH*4~It&AQXW(7wW}_r>;}Z(vRbYCmWo#*qpS)0^u4r&!i%?-3rQ#@ zUYYQF$;4)4pwx;Jz4D5tydkqvvgKu zrIR)8<1Y)M#*0GpHw*e18iMpzGXt!@(7a+u9z%0e$t>M8?>^p9QQri)kuAQ1>*ANgyU}aS^#zam?n;`-FybWD zPFX#LZ$p`fSf!nCFO#e_nou zPngxPe<-X1xgns})e)@;{!iNxbL>oH1v3{o9cH3lL-+zL;*W*$g;1=WCKyXJ~r^^^~I?2!}L|^Oln_E<0W`-0b875?y!&9 zI0xK6{^o=4K(Wdca)0CYArp+&7MN^~@4T|up_)NBjyzI_MY1InGUwr&JzPYQv}*@k zKfq&r>wk0;W-3wQD&$ed?SpCOTQ>%Ld1QEqPN9Rq0v5Ti*<=GwJH;v~USis5t=Rzl zN0Fa_M8NcxY}m+=QP5rE-N$H!Y zsEc`TK4G5jdh+9pLix2d5s|pKNZ~T(@||P27R=MLJHk#=fWzvt^AYo1*b*z}uc$k_ zl|&RKaLCB&V^>!({^TNJ8AF-zQ>$DN<`0NmCL*U;&N4qpw3$b&h&XuYn5a2Lv@`+p zv2tT5FXMH~nljX|6Y`#-@n~~25#6YM*+O2xSwzW~ZZzT}iCC z)`)1&7+Oe3ms$&ED4_z4AhA=IRe4jRu?0ECijE3c2_CodeRvqkp6?JVp%MIm$ zu@~tC$D>XUN8$vNmlr#a+*!kGif zX~4OvuF`*g0F*P;>(>2?x%b;-W`XIxqk6neN89e6RWI>fp)rs&a&~?WmC3y2`@TAZ zmsD|&l;OgCqq|U6pSP;cV+~wip>dJ5CGmx#@9wUif$W%@Wkl14hlx#Td5V3|LvH;y z>qktKwd#gYUefD(R8j)wx#`4OKM-o)60gMHKch7&kz&SsfeO|Fr9|WaoDaBr~IS?J|@@iI5j+$ePvxYrTda`Ic>Yl0N+OKdmQ_-S31?-~TU+8KeAH=O}JcA}=kNAta z>UR<9@WG^^Z6K_^(NK@|jbX$N`gXe#VK5=u#xDo}(-AlG9rHX7uNqOOdTn=y@HdK|J{&)b}&80=)~bo3f$+F;wycAquQ0NeA^ zjr!|fFpGE+52+Pm@p%UPw|Jovhn=kDKG&JQX=&2*t{0mqKQ5X?EzM3d9V6s^uOKeN zDA-`_iJ1+NneVobn1uG^0HxN^HQSmSCsS^VO&$=Z_64aBV#gmU>2B2YLw*P5YeHG6 zbcv|iRUNDWak09Err?gk()J4G2mR6x-=-1007}tEKHGD2nUHOM?;LMa(?3>Yx4by! zuRdVHwKjBZg5j>dnhcNFsnw+29{YPJZxbwN1a8!Z;o+|Q z_|DPt(nz_$(Lgm%r6RzS^-J3SarH0hu@gREprx67YO-t9<w^)*tihB@foKFFWn; zybSTv?*ir6K;n?@qP6;nsyS0tUcuj|GQs+G?|1b59lon}`T06t>Ck(Kn7Io=Pw-Cn zbZhh+&KNzdc$R)=x*+v?@+v`LirQ4rbz@xm#P09OIw|Rs?hqHPp2IKnl@bAbYWh|=OU9Tm}3K*J}A0Q{fLrvthMUFu?`P`YR2fG{fIj%1_M1DyJ z`9<(mYr(?diP7vl{`1lHB%4}Q_= z>xlR&)Rmtux>hWa{o2*0q=AE%1i}n&7@hkPwFZ`tF;~~#PG#USWcx(6BgTOSalzPn zb2HQvUeR@zR1%(!Wh!6iUu((@P8Jnd_@Aa@7pG9+d7^y`$L|^i|LDg=z)F;+#R`a8 ztB;2VGSRtaP^h4Okp=(2zHviPfCx}4+T*CcIihQ2L>YJw1Xf}A2B%vjvQwO7;QzQq zHuKDzsU^T4Y2RttQQkx8GrU3VQkq|Hon`&;l*p094y>?hBGZol5b7y(>L^`JrXE}A zME}8Y5d5B&g0u^xzGR86o#AbV-|A3x5pnIVPpIa1P2~J8%-KTQE3Z(#m5(ewB(68H zJNMSm_TU_PV?~D62&&mR>uJ43Lj`qzxHX|`I7oMKD?alqi%YdOy+2+-Ex$?5KQ8U% zBQ4T^7j4cGkE=t}Q)_Rr=i^yDR+>V?vznLtsi$^}UPXSo|ID?&=bfuNqRx)wIcLCh^Jq;+l8l{OeqI!^~X^>zd>q)`9kD?q1(au+1%bSOeWfz4z+- z?-iYL%3@Iuh+4NM4ve4*r&G03JF5L-KZE1M8_X8V`~KCi(Qg1{uJH+ZhrrWWZt8f} z>+QQ!QLMt;3#r-9T`@~tnVIiOdTS)YSG?chSC_VZ3Qtis%YCA~e+=}Ct0HkSiBIqr zG55vptLucPs~8LGRQ*zvi|W}0SMB2Sw$`b3`!a~UEPI={6-xJ1Cn@(`^~ZM_NL^1E z2+QTrGKRU~?J8O#YUq9FB>41imgQ}VC-ZHZf@FJEMTQ2flyU7YlF?d;i;dg`n`dY? zww=Be>9HKP&T4LqNdG&LFBibZf2{EcKgwQ%wLYHCZ!;UIYp>tGi#53z_RbRN=*VY_ zW~6oh>ae;#GH5yW8wqU?A=tNFyt;r* z8>v}b4Ey;N^=*1?*#usKte<=YYzOfN3HEyP%Hx$o-Hzp01?&j0k088FJ%j8N+f?W| zm0EoQM>@p?{td++M~h@Qw@X8Wy0P%5aVT)$d`$c%%5|uQZQApKj#{Fx$_3J;F0_i&KszI z{GYD(vHDDlADvcIFJ(n3WS`i7+hiH|G zA~V;tkPEvDf80+|j_{A&9uQ@oOWgXRJ6iYz zU-MdMX}O)S)|PKk{MfFU>fE!gN_ltJmJXYOL@gHxj@%^Fm}H6BF9P1ii?>4XWmkPP zpEDs&Y$m)t*lB4D|8Y~dEL;Dh=Qvd`#dqj5B8pxRa4_BEmV(w8aVi99UgiXzDd^{eXdPCRxvaR@>^O=jQ1vHhNdi9VL~(R-%C1s6YL zk?D^+ny8!J`M=sG-!$cUmv2FI%!Ye#T(Mg(7T-jlY8h*b*V^FlPO-*2ca7K%%OopB zA7bKH{8e&e)S!JSdvYyJr9wmG-DPYx6B_uM!}!WQ@#;HF72zUL&}jjRHWwE4;Pk{5 zmfn}}ybQrbeD}z87inHeOv+j$B!Z4iqD4t*8oI(NYV>|G>HSKjr(!p}5xI3#v%z20 zKpmkB@8D;)2_8yG;w>(oL|*b}#m#!kjjmJV>Tl$Ii0YXjP0D9PuX(3sJBho?0RM<1 zu@e@clGDoHmKPNDV#GAyw8Wv5KoTzlPx)Q(f>t4ZCMY7lB0mzIh4Bp_P8)=v>^N;s zXgcOciqZe$?9Jn$T;KTdb52T1v?E)RR>jzNM?#CORF-U^Au7p{bvP&@Q7QWpvK=x> z9SI|mB{L@LP?)k!j7$tBGiLm*XGVR_>-YWs@q7LLyYJ_|w&$7Wx$pbBuJ?71P>}SE z3k!r(H>57(rA?-z+weo0v6T9zC7)5f)esUiNe#4Ym*$^8aR>(9w?|&*XcSv}URY=c zj)(N-R`*9r71d=u_+JCPFSEu2LHXO!G>La~XIG9!1^*i!yC-MumS3{|uN@qs zCFmDfEX6=q|7Pk?xMK>&_l&OaN6kwZz~h*T-=U{6mNnSI9F|f7D^kxz@4>tdYv{ZF z-R~LK2N#vIw7UBl74Gxw^a;|7zvq-vPJCaVuf3JTqU~i@-^$gW>Dgv4_v6;=^icNV z!R7Sqw3*PxT+Wjwed(?5+yAAqB!W5Y8_vTRRtWR&5~n6GnEeoCMZ&A>nECnmX=V z6xq%*r@xBL!IQlg2KT;ahBrH1d-Pf4uxC@suCb4EKo7x}2G`LH?nYa|vPH7L( z%g-Okwpj0u+@E6fDH;dIA|01D50}>A>_5Z2|8FSPavFe(CA(}N&#Dan_#LtOFF{JB z%a^BRwz$}dZ@bw=O?6MVzK?zEzpONYy*BG2$9|gT^!&5P`*wl$Vv%mAl0~ES|8@!- z6F8wYb8)SvPQY8$9KHRd7U|f}(dos>H#h7Zy!7mm{#JwT<{=rsebugCmwx9vCC#X% zTAq74fwaR$h|M=U3B8M}*5-2BrEd#dd>P*^{pZGcVa}hX`)Jac`hR~etoy#9qVLo3 ztPn1l-gIPlPEFWfoZljfEYwZ6z0Z^cs-2VAy#i^LL;6}_zZrCs7gwQjO5I3YvE}z3 z3yhr?^FtWIX8B#-8jgD_h5c4fuynl(>9i5EX=oDd%Kgu?TysavxjR^2wR)+@vH3*kFmurz$GPNb~^T^Oqle$d(%Zu0K z;guT|Qk~CSx-dfd1ZaoNH4S~7rP`$nZP709bMIjk7t=*b}l@^ZwplfI^pzrVItDPK$~5dlb3zI0#PB{ z`MQEdPJ+=r_q@G#^{V+I-bp^4C)$ks)9;jZ{*QX=uoC^{Lwl8PmduT%%59XN_IjES zU8!8wN$w7m+i1#6{NTjcVeM`*S-N@ccK^y=vfIY`%!&b(|#zHeB%Y0ZgEp0N)*L2daYm-I59~zr(=Em@m~2yZRzj zEvW2e(3K4F2?$cwowUy0~O! z_es=uG3yESAg?Ly3GaFOVk_!^eJ!&Kqxx^+Je8;)y20;vWZ3ia(js=AuGx7ZJdRqD zu&Q2q-8!~owevgSC57tG8|J@6MLBFV?^Ngfw)V)rbQhJW2*pI)4F8|s*N@#e-*(vM zTyOR*&Zhkj)kE42r!3MDy7BL?yylqSB4YHHt2j%E@Nx5Bhr#Wg*^|V&Gv~%Fuaf?K zzs;Pp)GEExU~P}|5p!>cSrB{~6&_ z)MoVLKaw6AmHv;_S;)dcDCgTBHqVwhXL)Kry!=HB1}^3PcTi{UF?4f&(#jWh+%S0Q ztWTxTQ`;_G-?!yKl8p2AsY2$GH7?Ap%C2pr;`)WWP`%{qFD2eL3?DLlBj1#ME1NG~psd9%LhWtMc? z`QusFvi3L-N!R)Cv6!b)AB;A+1jd(+38bh77vUmuZ~KIqw0rj8&InKBt}PD{RK@(x z*)cwea@Z=9~2M)P_lkc+z1aHpc`~+?!jHe1K7Xns`5wG^%jP? zkHo0ERIFkr71R9I6Tdk4I_2j%m!_U>0a4W;N{Mk+%cnhU|2wbc%u1?AR%H8LWpsY( z>1QzB@Lds&HZA;My8m>#%-xtLRil-;vK76i`%Tk3$}R>7Wp!a*jta?vw77+eS_k1p zmE9jxXC!@WHpsTv+<4tpV02-MUwOvtsS$)~u9%3682M_ahMO>AVZYkYHU6$SB{kez z<4~HM&}*-|YKpPrI|RWS+}O4)QVkW0?n^0OlOs^BbGP(vTy9kgOaAf^aJ2vEK^u2u z5HK&Nptl&c@0)u_T#Oi9Mny*Ino8{W3(=Q!svOi*6en^W`V=q zw;Eq@X|Pp(?fZ02H5MI**H8oTDz+~xPN^^w#cm9|@?j77PgZmeH8rQClxKtdOTAwH zc^+5qTrfSdrT6i5LqnFhk*`B)`Jp3QhQkls&K0|XEzf{(pn@KZr&U>iz^#24#cG;i7lm*SSpZw02qCzPgZ~548s)nZ8)+7QLlVm`|~k zRG+p{f$fg^0LRFb)C$2a|AxFT(_mvHwB={Ys=GCHWp0-jQ~Qd2DHS@?`lJ{f1jD}h zJp;$D?OvC7gywBSSK;^Je5&Fair zCbk&}E@&aaw~4k15ng-vciJip95nM0VHiu7$iQuCOc8Fifl{HuphAB>R4FMOepmH% z+HBdsPX$XB33#39ze1dlF%YEsJ>JuJDognaGz^g_XJtrCBESY3)TRE%D5%OcAdr`Y(OU+wE*G5)wA#&f`D zJ3dD@)g)1r+MZ^z6=_Eb{Z7gzq*C=#HDBzddu(dojDaJs%Mz zWrofuty;|;m_7g3$&eJE=Ht8pmkez$scL5-M0LRH*9qe>AH}zgf5^h;9T(JjcwO0p zosw!8tmGc5?He=Un7P-{%N-d#e&vtszPRA?e28&R8h-SU8}h3TuJFzBjmNOd@Q4}o z^K~ap!+h!ZA!jt`&`E3T6G7igNJC`q%`7P5lqs0aW+)?4I^3ef)EDWiuC8Y|7UMm;o6;Ch88MJ@ z>rV_+jX9-~S0%I}vyYDPOQYUy_Y2_4oSpbVB|Z`@^p|YU!b6fMg?g$?TnI9KTt=T! z=EG-7EBaCG_UB)wQP-}pD!$hdr8TCAmiS5zaalD=|y{W#$S?Zv|}hmu-;87B27QlU&rTyB2OP)`z?TQe(Liqlhq*Q z(7E;@?`$UZ15egWF!e?V9O-r-ekiK4`T8ZP3Yb-uNmpKo4oS7y4|PVu z+6q0fZ@NjEr(NGRma6&=8Yh04Dz{Jj)E(3Cu0jw~*}H2GXKz7$-S2|tVG`+22* zLkc>AL~d2lB%04E-f{F2%p(2ndi#z zno6;EmLb@Uy7k4zv4NJikH}a3iX+$-p6gQ2>UUYY)*>8yN2->exusIq1 z#bgxKj~YqYc{PLIE4!^8WzO`~*{|n&XeQKqS69kZijV2WHX*`LRhD;LZ(F(R0iS&= zLzRLcyvCl}WAOJU_8a5x*Y4CV*o+Ol8%FWaXtE89KeMIE^tDx`f7#mR7RLvYRxykv z2dCxmrWV(6l!1IYD~R&oT3k9u0tyS8?fGA(6Yn?UT_bF6TxPVZei4o2NQ|`3q}EYA z^qL(&n02k`Yp+`W!|Om;ie#6#f)%cANMc*F=se|B8qMy;G^73O7t#Kc6|M(nPJ1S* zNy#RpHuIH-1c&<{ri$my4^O3>s7b0!{s1=J2gqst^-Ho@3@|rxui!@YI>~SJlHrZnO3GQ=xT2iPrZAoD?42@ zGA#ak&#~-8yDh1Xl8beWr=Kk8)lPhoL5A{ovt)w?Z>3GpjK?|){7(SDE!|RCSHC;W z<%^@_$qN2BJH}&lQ2ZqIah76gf8|vJ0x@iRobNV>vGaQt1fCsxP*7V8{{|%B)#*_mZmb z`;&CRi2h_o?s%n8iD-d{9eQExY0=^$F~Xp>GRfGYa(um@$j8pF<)onUqbj7F>$&eTvWcK;16NnOkzz38MPa1afxWh-`jPml!7h$U7$L)@ z|CO~fdSUt!zpvy0lUFLmb&Z|hJ8FF+uNcSXBn;Fp*IXWV+&=SF^X4=!B}wH&2~WuGQ&b#HD*(Vx@wo7BCq3<#7s>UtAJ%w^R4w3(R}h` zwe;P%&koT8UB+fE@{1L(8F>Jn!s%WCxJO6axYoV?%EG&_!N0pz;c%O^f;;#@EUkv`v11i3Gh5QYqzHq%WDW z_NGppi-h1ATBwTB3hnLuG7_>nExb6DD4O5oszmY$B7Mn_4N(m*AG53R*JrvaR`^@6 zx^^2EORl>wc1PJHkZVq<&B=tg&-jr0PZmI%5Nylj>hUFtlX0>Wc6_e^hqdl{d zhaJk%L&8^4H9_pL&uJ7$ZI81Dwl|c(u=^c+pL&k%_1QJhbrLEI421;fki`{*HXVg> z)x8Ov+#c1xXngTvZ(5*!#k=p5^T`cM1WB^^xH>G8RYF+DWoBmofc03dOuc<`ZFV2} z1$7=vPQ_zXy^ko<_|?SBYdM>%Rs>*MuT9Q-uhBi}QWl6N3{Sieh0*-uszd~Q!MX(A zA~x*OY>kL7K^ZK4wxNiRE3VwwJ6f53iMEdr&2}`TW&Tu-Vw5~ zjKnlJ8@rZ6P-OH3ts~S(gZnto1T+@qE13T7q&EtPPbT^jQ>agDm1)f?h+X-b>5#dW z`_vlOlbTnfo2pLyF*(0qI5720*HU~jdV6iJXhsl5!q9$BbPuZFeh|j(S@L}qMoqg5 zAg?&h&m4^}SQ2~zp+=Q;?Ijtg5&?^bO^ADpjr7a{_?V-#*wn?Xgl}5`MTM}=pkQNN zOfoU`Or?V8JS|QZ$*Izh4fYd>RE{VI-3^ z!D1I{1J-b5LHm}0cLsoXfH8xq^|dw?F=822ntV!S;v3*-z#x0y%V|K_<>y2N1Uh5laaOS)yT8atQ;DR67Ym0mD>C1Pr?%YP?WVk2)gnZ z%~^yuD9ohEt;{u-8W4tqmx82k{OwA{LFMUeZ&VG_*UiRzl`5TBDeB19P%5nqPg|s% z7sPVJ#d<&W;r;k1S~bioKqH$%eHDg-U)4z#mf51zFdV!dh4<@+)_9F)dn;uyDG8^7 z#VPo>uMW{xb#b8lsIMf02muE+YDFwW6hcKoEMnmm<7$owwAYSnfgQl^uwsY$a(gE8 zyxX(NdN2gxSa9tgYVuK(h0m?KZWrk8u!rN2PC2p zqqJFF<0Q>AVVaEO>Bkhj>rs5H{%~*;-Sd+xcefz)eRZ__qX8M+#QZOzYsIZ5LyBPRg3b6>~5p)I{~ zVRJU@4NJbZYLPg6mo1$ZQj?|dDf+jn$==z76xW1 zd&jh;Yiq__y93ujT9qs^I(Dc9R3Poeuh1@<-TI+1!)0zjP{}Uv{a4Ktb>iPT`J0%8MHQLoBC!kG@I!VFV#;L4ctdtW zfwC5w)@U8gqlCUZ=YRgs*anDK3_#vH(%A`%*evLIm$UEuCrBDN|-%i^U z@r%JVov%Ux%x{tL1Qa3KJL`Ho9`=Iqkfship+cGgOGb45Cv(+8Q+R)RVMy9N!*0RW zDS}l*Rs3EskGdb|-xmsiHIL~}Qu~t&A0sz0VhKveG*ULr`+Zm(#shtBRlFJDlzW+s zE9iO-uSt)@#rAY}w13v~9Z}5EQB9Wq($GRu4^8LVgAZ)V;i ztx6bqvr+cTPg4K?UsRU($-bw7{!^xs&i~ho|5tWSW-#ZtGUEb#MrKizY>g@+@AFvP zYd*b&;CH!QVvGsRij{A}qGrHdHE!H}jIy6b3kh7;PJSBjmlMC3ny>-#uInf$7(@{a zEh`!~gmtu?yoV~L?&G+`T(nSDP=F6Y7(R%65$c#6yxuoeQAzBo%o;wijA)3oG|ca7 z>6`QWkTteVJ!t+VeX|=MMzW*|`=XgP$|ILaVw>0gBwt07ZO-`2z_uIOY;m1X)(8|( zf>?~l^ub#H(O>knNi{rrbj*3yWpl@fxW{FAQx%VF7S7GjZg#sS1)o)$?s2er4MnCj zX67rd9lo!%ki%zqBbrV*ne=HU=|&>$^t8Nl)9O`f3$Kx0Nm|}}NB@|Ubx*(HNdD7| zha;YX=1%vm=_Wo4oM~TW*q`V|zhuSMq&4ot6wef0n$VC|6KOjX!wkge8C0PWMmxq8MjwZvE7q-%4l9%)iqWLLa4RJppHVudmai9W5SZaCq)M zxDVL$oSl%VS@}5C7HY0OcQkS_)~n`lh5{N`G8b!0TOEvxeWaK%);J(;|H zI^jo~mDccahsyJe-?{Gj#NEmX>Yy}1bcbu!v#Xf%9EN4s!K;I7<9I&0!lHaDyG%?X zQBpZxV7O>mDC6}O(UIMH&EBSRj&!@Pq1GGXTjRx=`DXU8tONZHUgY`dGv^i}Jxu2j z|DAu3jxP=lM?DvDYd$mFDNJwgxE5Ezk%(L@6Uj{0_ET0gUU&dr^3r^HUtpXLT53z< zEbZgd>TuLmrtgz1<4+l^8XRr19yJRNv|N@+(0DF(j%6Kedjl+({iv5l^s&w!!Lwzt zHXMg)KYbAQmg{tX{1VeF+C$MuucI#3)DVyof`9RaVsb z%GKbCcY!M|KE3=|G>;=u8R@z>y|Z$9eN&5L5d<$>HTUvd^s@2lB$~~2YSVksr^$8+ z``_jF2LAHUNe`|4*SN;P^I}r9v4>f?JQw{BqE(%5TgmxI)YSvcw@~>ho)1?73SrFW zS%`~%Hl7-HX-jsxR3v%%Gq~toGNR}!bz;QfJBf}BPTz;N#Jb*|)FQkN@hWB4GH&jQ zB*_~kdg=iLd?3)`Yx6U&_*~7^^;73Xa?nBT|4{p0C22s#nku-@T@eO;B=Fb|8xT}z z(+><(C!tgJC*fh(SL)*+4jyDp&hK#Pe0aJ(CI}7jYmTR&%1^_J)6$Bgp0GqNZ%(bWT)1?46Inx+cS?j zI&GVZ^b!~Krk74CZhtrRl)zG{bARG&Dc$t6e0gA2f%r(wzwCf0^*~B3XQXg(@e2eb zER~TRAVI}_f)+WHic_83VFz13a`U&;gH60`U8)YvP$}01*<_AWO4hHL?;~(`mgMFg zyCa9#z!C~u+QP-LzqXBh#+9GX3oU+B$VbP>PqH*{{^w<3OKOW}loz?P>Mm?dR0werlAZ-GUvTt>52w_=^sipjy8%?MXfEi5-l1>nmDSjod)Q=n zF8=9@dgoM0Sp&){%GF-9+zVjOV$btk6_pEDGgCHoGkiSJ-rpP)$<4W0-wJ0+h)u!& z?0D(l))Z%}`^jP&lg2e7Rg}rH5viXlsWl{cFCS4X5=NsJdWLewsfk%k)@MwL6{Efz zG4`9!+NQD;#O_ql$^NU8|0q{r7lc&x$##lG*_7Ts*$>=XLX0JFhKpH&lOMIamljUQ zyJo)7&FC8%U{+2nvtu(pg_QkOC*k%=_ zK55t#j*R1n@+M)=w!o~F-*@tgIWYeJ(rL5>ED|5)Por?=$k#XnTl&YM0;E6+K*^k zk+XWi1QK?G>Q!GHY@B2!X_2%NBSz(wK#^W+=dhdLePI&eB)~;Iu5Rnv<&HjA6t&L` zBMlJ9e)Xy`;JR>@I4j2pJ3P~|d^ql-^;#xN10C;29tAT)ZW)1@m~&rFaMmD}$WQiX zsmN@{Jp44YnzgPMvBUb2h$rnWlh^T|w^glOKLQp59aUp&zn^?|+ad1;rqFx+R@kRf z{%rg73>P_T0oc@_tjhu7z5bS*?S`UOsCsdR4Zq}GCv?rKmC_yqmF=)C%NFE@Nb}Uc{HyJgGueQ( z*LI7`M4~5R*GI&zlL-Z5S8T`zi`;=a_1X;;?PtNRn>KY@YQOv(>8-u)RQMmd{gpKv zsM`CMcO!f4_31-Vi+Vda0^fp%ysq?H6e4UnU$Xh=wyl`21(g?Y^rW!UUQFG@1vW?d zH*eYN%k2v0g5tE-BL9#KCzzSHU+%JPKv2O=LAnnY+~G_S1hF|)PMx>>n61>r!~TXg zItu4g{kPL?pH_c>+KHQAxOPuancyD*KAY|r>**!aM?P<(e&N$bRVU50d+~bHm z=?N&ru*qE^=jaDiPA)BlU`eM$`4@6pL88mIO&Yon%gFuKXo(8YUv|7!>I8{a%CEd| z*5gR2u6SW|=e%}($T`U3$n;8ucOmx~=xUq-S~?BsV7k|P5IlFa?KoC~}CFff0Uy^Pn`o&#y^ubQc(638N7xg4gn#Oze3c~JKIy!YEd<%cPH<1?IkyFM+mlxC35r@ zY#};zGN$~PaRzd2&b5ZMH`Zq@R7~zynr3gQfBf+)#HrCT}(jldj?So&4y5MIIzrF&^lrw(uZ>*_kjionT{}fyccq z&bD@h=O{FT84!GjJjJMhe@#X*c~2|%hu&}_u>^U#MoovazWEHZ|KWA^Af1)x9>vk~ zAR;xeC-0ZXx(DBZXLKSiYP>}%4w-&sMjo*aob~xIFYL(PAJ6@IM>?2Yb=>)3uDXWX z^jIo8n8eQFbzt5o8@V=VvCN%;&W9xkQ?)&~AF$WG6>`se(>7(knLovpn#}wpf9;-O z6~;{FPD?M(II<_4ILB39o&gy8cYwShT4Q{cs~f$z^GHQw+c8?zNAC1?)28=k;Cx}& z;@*z#n+`K?f)9DF%r&;sqdnQ2v1~W^3R7jUoH+$B#zklN$}`$ycA|&pr!t%I{X9)D z8I7O+)yyiUPoCu6h0^jox0zeqQSFl296X;7ifp&I2CnHVR$#Zm{3e$r?hYsRcXA)h z%!htk?yQw&*Kn}c{qLXG%R`%^t(X`+%iG2G^6Gs5V$lhQ3EJdqoz{vjGG znp~>dc^1H=4#gIrv`ZiLGTUFCNYMfk=3Zr1t+hPc5sRC%Saw5`nM~S8{_B$`wU@Tc zR=AWz^%N_7`)=VO{UvrxFT&dCinS?wl1@zMPBylZ-VMnYe+~`aSsHC)WP6o8sZ+ z&_Ss83B%S6zSc`Be(pW)6+X+$$UBFDn1ZT_NMz6q1eP%qCC3FhOX{K0N0B!jm)7|B zb=^tdPsseBk`~l7sXcUE-}vW{-M_EKLZOBf5fXlZmZ!^TM&u(h{@GhA+9r=^?&xkk z$C%7wJyJsEn4aCniX%gipGA05eV(Jwz@*U$k&H8iA(y0}%$RHScd|X69fC{>OwY}c zp5A%I)(|D<(k=O4@f2{)bL=QVEcZ$AvC4G1+`T!7eIl=z+U(xE-6?8u>YrD23ZhE4 zZ9QwG$y-G=q7dIT{C8pr3zG(M9mH>LOrZyRPctq-A@0#JmOmjW@ z$0{#x5{!#>(KzR!BL>)Q* z%SFJG$iR)vznc4E=V+{v!mak0XE{hHtP(SDFezQyGI1x!{UTXMmO$AP_OUZ09wS(X z>idy^I_AA9^%Bl$RP-zRLZB%(+OZg#9H-E{iWf)0Wy?hlNhhV&`iWZ`7<+^i5y7|K9i-?dOCFaRJ?QF&E1jS3m3 z53B|_y5#D}6Ds6_I_%N)+>lDo^GxvAfP)*N3Bi_)d}efBto4|8}5fzU3;9qkkx!0LcN;RWkbg;S!zTk(#x2Ij%3lUvOurNPM@ zik`RbOWv0Ti3sjMH7;Ir9U9BHz>-9|e1 zl3_BLFfE3%O$%56dUiHln%yrhocV~Y5?=0e=;}5s)4tpqCb^A~lWs=x!SjJIQ?Ef4 zMV)QDtH<~T6JDff^|wIkPr!H{!mNwvkbTuZyH&Nn_6d0xGDOVy3Z zSPMkn!a9HYgBCwCe~AqZO|qfyzg^6rW1ftcYzrJ&4k(|ZPV~g`KG?Rb2*;;um2#!j z=Z$st4oVM|Y%^$ThVMS9_CT%O{e*DjteJk^{sgN zs)cUfr`87}klM4PA0DHE=07#GV>0YExgCXxr}c|aW<%i1T}U=~YELiC(f6lN{vjDg zkXQ?ME@e6da5ER!NRq}WtWS;IeRY~;pg_FAJE<;)mDcsOlf{|KtQMTPiI4#$U)k5q zi9(cc8F%c4gA}lIccJp{noEE*BrPgO+q{Z~ob?oSDb-M(v0R)g%hC!P-?*Nk2Zxwo zGWC6L-(p3%jkn<1oirQs10l@}TnD2yRx$G6ga%Az-Syjd3~CjX5EWR7;m#*|CR`oX zLOz#H3rBL59E=7qN7y;8mPdy6X_Q?lh?cR9l=qnapPVk17DfM~COiG2?)H*bHd*lF zyq7slC_)%pEH&Te2ewCO4rjj*lRHdYsOHR}52FRulGraZ=&uzbn=G^D{dEs0T@%Ep zJ}rVgMQI)N6awr>JJ-!;JfXYLn};mY+%dUqgG^+Rw(g2eYqY6=GF@1szhshNCr~~{ zoGddjGX7p>*!v=P52~|*^VGx$jsx+u1BeDM!{TIi5LVZ@&!&rS{#lVYR~iP|xZn-0 zlyT*Hf8EJuXEZ{)Syq=y4mtzy6l}pZfTzq%$ty(wASG}RHZ1O((gkjMg;q0-oCrdm z_>aEzS((3ddzD>G$NO<1D1H`QUK3fwnVMXytZJRI^q&qxa{~Pa+Ccj73{8pmewHWgap^;~5odXBo zuMA-a-~@>poF`pV$y1RO;PpdjXvNkUOX>M8dy_MyaxrO-F1>pQgB7g!E`wnMpCb1Q zB1cl4bZQ@r{GIpBb8=TiVme>WTvc@!9w#VwhFqO3REfGcmePLhtgGkUdQI#d1c zFQ<;Pjw=-yuB?o;uj3t*k>tnCMI5^E*LrzC3=T#?)_9!Yf>P}GKfLV5qN7vua{;bS zMKURFV(ZE>>`jVRA@fo(DrD&goBV$&WorGveVhx;^><{r+9>3Clo=?(dOG18HLs+W zMoWe4hx~eFfOn`+;M})g3oT#$)Pfq`@63>~vdNFUs|_=fWdW(^$?C4S=t&I;>0LY4 z#9t_iZsE`bu71xtP)J z_sUPgOnNvbydIyk!h?XCpN{+n^;EZE7krJXu}1VfU28x`j&0s*HL2s4GnBM!=6FOf zJ$m<=h12r*@S2;Di$0##=k-F7e|EETci^$kfe2@zQMpFgggVnmZzWnz-mVWk)}eEw zex=zd*sYF5s9mN2TsI$jh${s)g*g7F+{@RbPODTJapm>tJnZd&T2jcNR9giR{cv;G-KmoOo;X7Z6L=PHL$I`FnEPkT}1&6R2Yvj?JK_9X3%k?}Ux-RXI^(K$yJFCi3fU z5gznzC_ZJD);N%3{0M%oBBZVH_&@FcU4PT(i>;(A|Gq|<-}6l39@HP*cQ(7;DC6zcJ6KxQvC;hu|JVE4@IYGnU|&#<8$Qh0pwRRhXFogyzbR3T~Qa9!(Mpt zR5LWK8x?&;_XRk3Z%8l8wlN13UNeMEngRU}p3~Zb^B2{a3n)xEeH`n_rc)$3HKXbpMx{gAo{92Yp!4MWCp64U?YKy zEO>lYJ{1?NPLda73kJ*kK7;{obHAvwF zD|K+k4=DnZo?XOvE19sMd@`E>2L_ql_FFE!p>v$0NSuQI zvb^HFEQK6vAYA~02bZ~mlh`6~%av$2_5`UgV!fYmPvSHo=cPpO?_^!jQZ1<*|5rJZ zQ&usat!G$`R%M$P+m6-T?CHHrv0u5cgMoM(sgJVrX*IV?ybEWlgUp0@fQ`^l1MX`3WA*<2~M@zrqnt%7p6{M#7NG7?}0^daSZv@ zBLjRDMCzY}WFOOrO+|a%FDwK~7Nut0hZO@^NF*UCq=u2C?n%Ko@_UB*{Si@4gtf-+ zG5R0>6ggQbUi-bwjaCh7nD?~+(R*Z4>)fP_{R)FhMEO2+HYq%9zq-S2SBKSHWe;6V zTKo3$=$~$zLlW~qaf#r2tVxV#&WjuCBg#+dH@)S`d}`3+_r0o@+o6{@ZH-f1%jIa5 zwe;PZt$Y}-hh3%W1cADF|c?+Dvq$}vSa7%F--S+!^`n+s)XR+ zClce-LE+Q^`)KgCDfwtO>UoaIsF}bXw-mg4gs5Ee4~iCq6Lq3VKiQAS z6Sw?3yD?q%GE>WZHryo->n;m)M=VL3CPFBZRNU6PIyYAYzQ($j821qT;Lw|JJsH3F zYm?MIp?E*1SYyz6vj{7jMm)i|a%mKleg?QULUT8~iTRmupG_~+?q#Jq9egfd!@#`zA$2*HCL!A_`%;EP`<(h1soRK$0uZG8 zA!`QEA-}q&;}v!f(d{TZL9CivY9MwVz#*E=a8TRFdv^?2j}d&VrtzIGJyG^)FH9Bz z?~>vALe%j}OMWY(CxfxmR+%CS2u<A$v5j8{9o~HHkZf;4N;b~|-X^_4m2CFvu#PKzcuk|}J zB#`l+p`j+;(Bfsr?88LbVE>dba_G?_LlwN5A@W3<)oFPzeO-OPDJmG4#q}^7=~nkH z&^NqxJ~+Fu6;F-uuD>Xmz5nM*nSdT4Wr%;4WQCcxL_8? zB4eU8-_o2ili__dC<~SZsRm9a8XCPcU*DyzZr2p?hHiIs@h|UCQx2T-wa`_X)G@!Zr!JeypgYyn7k_C4&e)%ci|(Bp%fBEEkE+3Z7DAdD?)p(%mo;+RG2A z-U~)%E|%Zw*>M?s71*e4fGzh~PGyNztw%d;0PiGnQhb_{?84(WM}xOrGt*8%VzxVC zS+r0QJZ{Ii?%h#6Plk3wCbt1xrpH=$S>AJSNH2FlQhk0;E3dt#Ct`q+`Ad|g_X9}x zBI-X#aoCtE5j=K{xIO>jcricbsk1%45W`<>`qI72}4jpSd-xH z8_Kq@q{mZQF9Za(1ctdIYn`<8+iD>g#ghk8X=c6hdVnb#muY6JBjwBV8JQc=U&dsj z1Cyi|ZR z+cBDD659S8y7EFmoSVvUX;-xc$u-pPv-doDRZv87scp#Z?Z{wjp-Vd(8H`tJAQ)!d zxXd$gmj-B!*<+Cqc&G_cgR0SSqd1;}IUpqDb`NqlS9`;>=aL-nmk*{lUx`YNo~le{ z@NOW3`a@P&;J(x0)(6B0kPqu{LEJJXEMJ+bz6hVC!mv@D|CHsHvjR2*oqOi6`mVy z7uct+)z2vAOuNHhS-d8j6gOjPuL@4fB|W zRJ_CK!3x+~;W^3BWlwA*Z2cxG#y_(DB*V#yNRhDXqLkJILJHt5C@h|l@s;^c7uLm` z|MAL5eb@V65p$O9rG-tlDfN#0UM}*ioMZnfFrE+o`h*ewtBTnm+stZ+pD9!q_7bUu z7OtTR{i;RIPk8zt1#l=p;{PZ`+d}tsa!s{>eTsmW7rR}LYaI8sYV~(|E8X zIO@kYO$umUq>YsM?{4Zqzj8GB>?>+*&onot+sZ)A-P!?tdhE$%d_#zS$D*D+@Y@yv z|DQDfiJc?YaKa>@AkM{}yfSwQC+r4gf#F{H*dHxYb8MWHTShzMOORwZt8K_A9rMbu`8}nnETBD227H%kM*^ z(;1im$L74_afh;N`-Ra{Tw4y(vh8Q$DJ8eR=zMa(j&$rc#;2J$8~=q9CQ<`bQ^RSm zjyA!NE_MV!yA1P_bWFw&csnBjklaaP9Jw6zB}CfMp&24Yhe(M{tlxhVge;mLpovr3 z#F}Fe`vd$W0ZZJecd6zM<90dNXhoXwR9Z#6y160n-(c?Gkx+%k*Kh(oIocY=phyV{ zW|Un00ESzJs7)e1zBS`x$u%8J+ zY>F=D;9-h<(wn&cMZKEW@enA>>E2-uRm(q(B6v}qaS5MwK0%ZPM$hYgD!&>9C-rA? zyGC72CG^XT$&+OAVmfN{%2q;wzk$1EQ_cEr(>Oz=uNg*wHWh*0cd7M^hq2x&1c|!Z zb5DZlqSk%lUN>~MKLBK@R%DaWidCuo6oF z@4nza(L}r+?GM#0@ISnfUOf=5sRrb%6#xi6OC@mm$J?B-xk!wLg_w}Vkr(S8K|yc` zI)ZFWqXX|cOS;EF27k9W{^rvH{085aj zi?yPeybO9g&99ux)HC;W$_%2J2P3zJpv?%5lf|@y-@yKlk!OfEDiRWTHyZUrueWuo zLwzCd1>EVSy53QX^PP>3>r49Gt;$P{AknBqMu7{}^e6knYzh-%Sf;_`M7Jq!+DSg~ z!qHY6a7dnhve~5^!NDc%OM%Q(eTX!I@wG+LQN8aJ&FeL;OTkk9`tH12QvohPmePO+ zjy^o29=y1R$N=UdIDAHl?G-$9aZFBK!q`S`+{;S$!(p-Ry)xYJnW>-IB+0i*RHU7d8i2#DwaNeD_l35u)J|P2W#psse#ESlPdPMc`3NV#1JJ`oK&>L? zjiYyj=-ky9e?ir}C7c_ReS(ba=(99J*_14D!fW?rQr*^6C_p02(gDj~w-qTy`qfUX ziieURb_js}71*MFS=Y<(0in41@66;~4deTZZ2#}=^s0Dp_js}d#!=ng4BM}CIcqb(_gAR?%dyf1;67J36gtwO z9~273HMkT8+)BOl!rvOk<&c89ch~4!o%?FsppXheqTKdwUe(>TS!93@ z%JkI59JBsF+$H7Zki;)z`){41$nlEqlDTr=*JVRh5U<0n()<34w^Ga;c+->lc!hb0 zAfDOd^peEg$W*Jf=0n`eQ?RY>KUz7Khp@(M7KJ2>n3e1|c;VwV1p z;g8cJgX99I-E-Vt*bpg6sS< zDW`S9FhR5(mOOyIOMh}xTgkP!M5aVr$_bt1p_}UyxafSJJaT@mo<(X$dy zP(7|qP!G>)4hWQtzfaeI%ij6cV|dq$d4SB*>=x|4&mNJGrGx{_eu(amA=wWjCFf90 z{+f0t*?L%1ovk@NUafb6cABniBWrfgZ}MYuN<= zsIsf6+1}g|SPGza%CMK2PE(P7Ga-a@p}VdDbzSN*)CSxmwhpSsY49r8``zEQmDHg= z>U;!ryw}7PQywy3o>dSWs2Pu%B>L!T4t3Dpp$-G;oioE=>rUzqi)toRLLvTr;=v)m zTN+J|^_o*zB?H8m4uKb*I+Zcy6sXJiE6)7sdyC|Qp{jM?WaXnjXu>LU-alvDU(W({ z17P^-(7a);h@cXBb&D1=y{zIOKht{%nwnb#+jDl%UUgB0x|iA`1=h@;YKJ2FRi2^$ z4_99v5B2x`pHy1j5f#dyvb88p!i;6qyCT_=O0tFCWH%<+mljDFp^$BovSdq>eP1VG z#=bKcjD0W|jOBMpd0a z<)#2qV~OEk^E z2iZJU0k_NcH$aXp>Z^bu(2`_#BP@3cse$|FdgFUas%3y17=_*c%PoQ%L>|-Q#fm;w z9jCo&vplAA*z-vRVmIFG7d|NE#5A)H9?Q-Qk7 zk4LY?1L7y~4rEfNC_Zu7QphmAy<@-4r~FIios6R-C~=rBm)}5g!FtKbTG)d7Wn+-m zotV3x@ptR#i$OA*xBho=2S z;I*&mJ4wFKche>b<|x{HlJVu@j>;ZqPC})tNM4Sq%cy6>NsX08FX2ZFK|U18)eB>& z`n&viw+IcO8~;KdKJZ~UCQ_q`NoL*u8(@L$5ilO4pYfBkj4GXq8rT1!M0I@xyoMQ}w8M;B6)VQ!WBGYWXRMlzZ9=1<=w#k1 zg#%^Uef7|oNn0`R*Z?G58VLn6opsK?cH#BL<*SZ^felV370enehw{Risin|eH(ELT zKp5;Zuml5})oS&ap*X)X5G9}iVLYM349H4pPFk&lk&30}aU~U|`u;w)TZ31 z%qL4r3XNX1fE+8#6;B-UGr+BZ%ifM3ta9s+D{-Xg;>pD5g5`{lasm!UG|pd2m7~Xz#+XsDmR|J-@=#0G@nVO;)`s}@^D3~SEw zfaxW^WCG-_XKkj}ihn>p4{{k0(4iM<_W)E1MyoSvrn`>SyT6Z+v-h$YEwj{oBd4F( zIaizEkg?7H>j-_?4sMi=y!)FTQ2YrTbfDC-2+0B6#1N-?fxOb3MY1-Y=2l8WPA>tq z^BWAhhl|-;XQ>yjARY zJFsEDLQ|dHcwnZ_*T1k0RMjRU>`>yCwT&ZO@Vcb>hivj_umSnu8qGfyEre4F-Ns+-fb0-D|N2&QPz+oeaS7JmjU;Zk^L-s1-3jVP!8(>LwyyLq4eohm+FPT ztm+N6JZEsn@W*un>dAAIe=5NF#3bo2dXnVUriC$OlXc75^xDOm)lzRoB^c!-;U+Du zOF(Agyu%i~opm3M*ag~Rz*x~w)+mQ;*VH2r)wuD5vC~yU>;m(l|Em2AIGo6zM)k09 zFulY`>{lOze{ih@IX zB;(?#EWLgHF*}oHAIrD7EanZ}#$yshbJ?uD8v+hSqA419l+^l+&3Z#rd(0 z(ENMzFVc;A>Ev^w3=2n-5hyozhuO(e!C?Hgag$b2VD4u82|YX1tGD_Qo(BK0Qq9l> zLm24JpV1=shg9I%N0w)A>sQH)4Xr<;CNJ4y^sJdQLxd*Q4fle_Gn3(y%+OBng!$6U zj)LGvwJEcNOG!MW6>mG(_8M|+IBGvvXLH6-6 zSzhNa`pfSOfq!G7O>skS{}J9%lIPE~W2JRS4GO#hs*h7;M|`8})>iA5;h3 zScFd0``lAs?Nz<~>a;zT6|m?I2E}6dUc5t?M?yZ=s>`9W4DZb31n!l^E`ancOh4GL;*Tgzax2rC_e)+^|?U4CKFPrgR`hk{!8 z<0IMmGQ<2X_zCoe(yUCZB3_J9i56blu1qak<6VvX?HdR>I5?W~{Wp5aSbo-gYr7H- z6g`b*&ff-_#v9gTJt}{ zj+SCGZ%fuO_w8Pf)&68FnU(sq*e5VTphKr(%_#mmiflJbLtRi zR_@@EtCFma#vmPX2tGh!RY*l&{kijB+umh`2UsF4gmeQWHoR{e1wPL?sw_QL3b&iw z3^$+ixLk640u#MUWPy2>w(=g`qK+mTAHUSf&xw4U{|3G^@;vC0STrb4EbWyyd)J{a>@i>tg3a)cfaSyvXH=@^L^kq zi+nGm1JJj?y>~!hzjczKwvTY@g(xo%aARP5%iW+jW)1j-gfTeXy;PTe3`Cb^Zh%l* z3eB84;0a7c`bJxw&sSIZ3qtaZ{%)Ujtc?Q-n|ZcrZ2E1YazPBvSkYSiwR)1EjeG+5kwACQ}!`U zWnOj;1sluv9JtZ=Qz~Vwr*VZlpxfiZKSqCDQ|gtY)Y}%uXEgRwqBkMXtI2tCJmUN~db*Zyc)Jz&yHR5lN1t>n3YLfV+z+W!kZ z&&U?51Ztx%7zxgwiP_vlne*yqyqvOm9``ztZn$HepGA|#r3H|;rRc@lK{jeU_{H9N zXQ_@=MH+qh;k#-{FMnHm#N%=4&Wg!d-m&Z*cmuLwar<020>5PgB6CSFr9K=5O9+z0Xm-4ZU^X@d75@LYrK?o@n5 z>DmX}NzkQH9?>Y3(m&5qop7Jrg*jq+v#7sbg<^6@w60KdDy<6l3X`Mlphq(|$1s;} z-Vvcjv+^o1v=@{~hwO!#3NlA*$OEJvvoBK+$rIDt>!$t-WIIC9>G~$>jwtZTLZ>98 zoJ?@$A&#QpOQ@Y6dnrkiPx-Q1^}URTu3*E9L-L0_?*W9LT1zO!fSmbN$$h|`dv{@v z?L!1QvY>){PkvW5&$tSNVq<}u0OB?M-l*Y>uDsSrS6!bF?w?CThO^SQ-o7m38h1zq zR{t(?7Z&)~n^=b)I;OY1 z-|+*cfK+vkbCam%vj~22VQ6lBzUsRbx!X1bKXS!u7u-*in%ph)kAd)24b#?Dt6V}? zhw35Sp1TgXY3|%5?&>45GwN|O^Es@?IGlyYQ@j7P41iXHg}_D+Ug<|J>P1v#lGhYo zDHD2Z*(_9Thmg9SdPmQ|x7Ew4Fh5k=SgG-ois4G}ETu7*IL+lJJ!^Z-_Q%X(qGz&y z0$cB8+ug)HL|L{P86}#_h;0EfpL}=XlPQrmXKYKkTAD80)@uTavb{ZA^4%h=bh{p# zi`^7UmPjG_Nvk~63Aa6XrCZx3HpK8sD%+1-kD>MLjt#DaSgU1Z&|WeMd+T`*nYO-t*u<{>H@?EqRal9%`cA4$2Y%CfX4_1 z4`@XvU&e~kyi@p(>vsL5wa9lCKYHy8bIdxLJ&|V{XJdSE!w+`y5U2y*H>M2fFD774 zD}j&p#}Gq11aZ4DdZhitE)m%oI>qf)RiErg7kkB#Ty%#(z3%?8-V5I6h}`(@=UcOG z@hylK#iUPWPXJIXmU`wOz3&}6aq*OFu!N$vRTNQ#P{0jXIp9Kw<71ieM`L&2nC5~Y zpN({hR2-2tdiii8QEJTN%VY*ZwZQ`CX`i>IdO-CZYnx32;g<_UWw4erR}h@F1rf6PxM(%wQ&>ZfuQGe2r6ovv`?}Je=E4pJP;hvni>3z?|0(jk?jQsDk~% z^a&CYQP&144x*Hs-{g{=GAGaI1dGg}uaGr zuBb(4-d>Ky7out8S7X4vC))9jDX8GZRKDwGyp6A`zkG2&9oC#|I&o&=Z|pAu8?|0E z&A+lq_w#W=9f8e~A(lw4nBJ{JnG;nJbGFwVH6-e4)l`%k_3&LRQN+}0-yw+U`okJFwF+c2#(s)syVIu~y41o8=*$+wJ}JAY#l0vt2Dt!zB=ZIBpj z)cNG^2;kc9C08m8{4csTwm0~AV8_v)&z{RV{Z#ztr`1;MSGy*;}>UvCX!HsGmO% zW++_T_yYRSOjSv{Yg3#W$`eSH?6_=+Urn+o ziKDt*xa9)i!K8%N1SfV%KO#55nd2J{(KZ_I>5Dpd4YJg(4V%28jk?0{=ZCyV@pk&8 zwKl^3R4O{%GvHW-p@W7mxyeUP1!`HRY;CY>}u_hEzJC$WOpQ{ z!{NML;?#bqp83s`O=G&-5I-YMf`YIKGwgj=SPA+I4XZ2~CbY0}L(cjb_&y9wspT9@ zJ=f=x81Wo@no1^Ea(|fKa>3c8npAYGCrr&t?`LOg54FYFkLl2M3H0O788Hu-hJ~4q zTfqrdtBM3&vw>{%Oj*S#_xw==9cxIPywA_6{S0!- zKj1^N8fRa-ny3}bp7R&@j+XTj5&vWU>|_+&G#c6zVDV-`C_S(Lv(aj-ooNS{_hUr> zNPpzre=}&>ia%YDd(!!p0U8_CVoau<$_aoT8?hUk?ex_ST_rC3pqTgl(e$#*<^wJE zUOprtg}Rf-vc*X8cG3zyerXu&1hCJW)2fmrpPgCX(Szv)Nn+`@~$IL^9S zd|TY-^=s)vMRMAJ<~*0MRlJB-p_*~4=PRb^7t*+HCh3sy&~(cr{b9T)#Ax$;QDnkm z&<+Xr-|#f9$A8h5t4oX4cFa;|=ri9t9~%~lMLzU0u5X1H^?+f?Voa%56I>7BIu{ft zS~V96$69$)NIl7hxKpS~{e*UEj-t-m)9~W&D?f*f&h=Z)=w>=t31=N7ozFyNjecxN zjv4vTsG6_(m6`7KyYR?-=vr|^@-3WwSfnhDc+;x`HM(|uo|`C;iIVD^8$?bP=dSKz z;GW`gv5M_gN@(Nku{|FLu7bk?A42N2IQ-M3__1wZk z8jVnPFL?b%xi7$c%C0qO7ebzzz&!irJ;@MH%Ij=TA@Rd+&svscQDC_;9hH@F_=|S8 zsv+NH+-*KvVB<&TP0v>tH(+||uL<4MoH^=V%MllrPq#c31?S!D;!b&;m66zl>Cj3G za}&L8i6(n3d%1sdN`Dr*Y?~YFi%%w1zuX)ZbWDtzntLOZWm9gYtXfy<`Je z_&@;>o@t(W7})~q?Etbaq4T6#FlECd(7Z)K0=X#vw^?pk9zwhX6Lu|&UDSg4hw)U1 z)`q~=AuJ#Ub;$oXf%ymdkx+2d4DCEtjb=#Yr#}kl-W(W?S|qA*#t~Fxuopp%hx}5! zoPsX)ahPG^SS;0B|9Lj9*n}MEvZQ=+!!-oVDn}4ztYI{kr^veJZv6kc6KCF#*y6`( zytLSnCb!#nDF_Kl)Dp{3tToIVG#}ub`7d>?8u;q7WVZl$k88EG&eA#C<7TY`30Co^ z5OLo3cjCM25K`6=$$POcmC{~WzFoKN372iu-Ni8`26dZda*evj{fX*ee(f039`V`pAeWuvbv>W*0YkaTwuDr&hoV&e4` z|3h`Z-*{Qu3MMZFO=XV(qLJ0_(JeJ@YZH zI0EzNS6>o8@PZwwyhuH&G3c0~H4_Rx1>>Z1;8S2zGLVMOuLB*n+is|LclXU}$mVLJRgP|~HDy4sh=(SJt55&&rz&qV^9_t3 zs-n3@-!Ja?>VEwlievZ#g$ZEu*U(;qfAN>~m=2tO6lu$+LusIf^LtitxA5A$ue8v6 z-T2lf&y^-^4p@}`EDpH2Cst(otdmMjBD}K}@8AXkY>}E%pUD2>> zl~$5iyIHXVtF9zq*9r<15Qkvdv;I<1J)GEq-FO!{ElI_n8=Pfhfo!-nf;GNdG6`0j22l#KS<@<)PV5e=^7{fv^z>@~5?w z{&S{tN|xs^GHkd>Hkhhnyzqpt$Yc3X|3Q&nL9q0(8Fx=R zsQ%(b#rS{qSA6I# zF6)VtA@`d>`vZc}9uM8$(0?_935kV+N~ZbvN#kJ9Y1u~MH*5=ezc0QUd{>1>+vX>A z%f$oHUx~oq^09@3m~k(PjkG#fLEE-LAiMBRGZ@%Fyw@bba~IyRo4p@_!Ee}pwUIu@ zh2}Hk%PMN!p(@XHuQAt=ST6*S@KTasgy3{4az&J!eyeA zGfW}*NfcG>kA&%O`qAUmNES!~B;uJ?^TjjUNk=resMvp%U<;nlYge~z&>#OR zIl8&|U!vnHy1F2Nc;bCGY#!e$`>fzdG~++BU!u zc)f$ehx#;5p;3LH`0q!#paHQt*(P#%-Y3*;?Lo8zMD>ip!sWGU55c-blzS@jJ)G|l z>iEmEB}STLXEt!{=u3MX^AE#w8X2`3lZa#N2%;c7N0VXJz#?9_%l0IBe6Vni4Pt|- zftKdeB_Rpl%`rQ1%+5T7l#UID`?8lMHvcC>1Px-sMJA2%c)NuycX|*H>~VbcCaNci z+|H60NwrM0D~xmi9`e6nXPm(1W=o(UqC8s_IMr`}WNABc0zXI^+aAVF>RZLcTcTK; zy=)NY_%=rrG%rmO+csgy2bytwvl0*sBBE^(9M(lnr~I9%wX2E`T=EMYzCJ1}m8<>H z%^Y;Gj|~}QXEl;s^Z8hE0UD(#^DFeUze3ZP+sP6PMM*?(yGHgLsG;>CaC_7S->k3F zBzm4|R?+%g<^0%GhiUASIRw+#dM%I;^FCCB2g~jw9HL2zOm?w#Op_dASFh_1fUgxsf|le^udrgvcD%D8Av zNrfq2|H(gy1gjYiDKw$`WdRBQAeK777%d~38K&U zwCfWU(rLk=4|lg-`oh%^kM8Mt?T@zVPjK8dZMo9@opGm!CV!&btC-99whg+_zrIbS z&0W|zaEyJLEdrIOeI~0wMYvVV)42WqPw$t7stmN8rwZj*D>DVS2Re*CnY80cT;kN&Ir^NN-|@l?Y18#=w7J z{xeEQ0iZ6%TM|5rPtCjC6KGxQC6*ETb-*-*W`s`+k?70o2M%}q^!6{*qwjO4Lz5xK z-x_0yy>CcqJ+U2Ix8=^E;_{V?!PM;R+OP3MOMvZhE6Zuxb;p_)Ahw*Xs*QdQg}?pAUJG(qSU9B{UQiG)o`X9VRv7pwhTEm6zfni~FRP z%T!!DvWoeO1LQHLeT`P*gg;EO8ApYn;v@+NwH1cO=|6JQ7Ab)~A%v@5;;3wxT$?nu zi7I3FV2boG&ki*czh=v<_B3n{llvMnyUu*MSvpDi7LmR*`O-^Sh*XCN60+1)zwf?O z;dHWH)d;DV^Eg9KVR=(Ae%^`St1SXZT9cg2+tZAYkvWgQ>Ul({yDHKs7u|EtpVyyi zhnfMG@wOHRZ@m%~7|Jmg)R(-kME!u#SHHjZWQ0~F_zH7Ry~EwvEc^CSjvnzIq{-(a z%v1x5RCJxJ4ta;FR|BiR3)01CZ(r8%=rN_=u@shw1OAhwtk|@NKRVL5Wb+gh6~fVHH@_RdPlYR zC~Gj0=9Hm3>B|av*~OOC{k)Y*>3@rteaE28w+He<+ zZL6?{kQD&qT3S&X;%0A11^(ZOp9d#C^ilSTbw5A{1kAvsy*u=7pi3lXInfpIUBIG(lqif*ixC<3u0}IID>~eojM>C#)Rfrs6ClWHw8yP3`+p? z=Sm*FHZpez`9O9zJZ(mHK)5Q0H}x8bzdeJNhH~68Kim|A0$yA|m{t@$JrNFzuTFV; z#x7M^k2zGmH6y;2)SW?~=nKpHE4^$tZdDZ(cg)=^p-!`b7*^*ZcfdYahRe9Vo*HLe zK~l&~jf(8f(k9Pk-;sB*HfwLHcVQDJQx$^P|A@{A{R4)1sAB|M@*^ zgdrOx2GZjb<^(kwbqWl5(;1$K5b#aQ>C6N%r}r-RZgR@~Yc&m(28MjvweViKDEMyG zUdwor&^wsvr99H|LHV4>4NKvL%>5vDdP|{Lkh^$%D%uc_)>u9WB5Y53CfVTo|7B@S zo^pbP^UF--)JK&!%Xr9e$_3;|dx-**Rf?9`&S6s{KA6^Gis$gP^o?_)v_y1m^9W3= z4n88t2f}nYir38sF4OkvpbZaW>yWp=L|h++LT(J@UrmZ5(O`xw(e)Cq&h(-4aP zv*XB##MUX`;u1xX7ioL7@9c-!Uy5YOX$4oAfXO7LZW=f@)Q%vgAjG$c=WeR5OV{hr zT4Q0|$Xj9TbnKjHXF2yDE;<$cg&jFOQWPDR*oJ&Mpi^pB5&A#PS)X^X&c_!%Zd?2n zE#|24AI!>;!@D`0E>KTe!>$P}bd^pj&S&7&h+YeEesULtvceS8@KG=-SVgO>%h%ytsG5f?x>vOugGs?Cpw!}qfL;~<2uFk0tWNh>U+E;gt3g9n!=0l7+SVfqPXl}^RE-g=L_;r+;N@kA+P&zUUL+!`=EaeC52zVowwLBmw?WJyXuZ zRb}pCTr|jON8s4!;iv|&PUib{gCfjO3(PS&%Z7nZ&Xdr0%C9qY8vScD!|fnxvSt_d z^@Ieu`Kb|eGv-I;J=)^XoIuCq`W{A(oQGRn(K%wE)1I-aN%=hU2qlA1r&zurLnG?5 zh9AbtXZ*|dQhVg}%p#TwsW7n4W29VGZuE&X8Bh^Zsvz5zn6_-`#f%+qxKZu2Wxdf|A&h3Ml2hNP4i{M z+DttR=w>eL;~utmZEFg{EDC=mTNkWx*m``(e$8vt_`G(b3B2q-4hKkS_41R=`YM=II~z0Mp$ zCZfxb2fd{^YG~9c#0P?(wiT~7UfUVS%ZLlfJpK73rPb%yO^S}uK z&^e;NSsoSnBg0NadkyG;xhhZ>cNASpe?)d1-BxEOa(I{S)86)=Vrb5`g&H#lW}4&& zwYxYGE^Gd7h{|mr{Pjq0!DvU!GC?5M)jHcwOOU*~rF6Qm1q zu-YIK!0QV38ZcRn{fB<`JH9I@ohyBaFKpLDG$>f-qE? z+Jn@a$`Qn;qd9*+#{^PbsQObqV291sy@Vl9%?p9j(yAKrH0zPKMD#W%A}iM^Gt)-F zqB)|=W%MqVy0Xb-V^mb(ay0(6dM&qXC98tn!1p1+9-Zy#P_$n3Hu|OYj;ByP9GE?$ zdJ9x)@a$pt!m-@#F{t~1P|tYN7$8KuxLxn`C#|Q8TIOr$`0Fd6ibkxRh&fymtsW%3 z2O;B8ODE~O)j);$ zJM6YTyRvjYr1K~ijA|5qn^ym;V6{Pl(whoI9tpPkJHYo+UScuO@MdgZ2uL4C_=8n5 zL+v~>fW#MbSfpdOH`sCl`Eu0xObj>B8e!hOPL zFj7U zyd*ohYO@lodw1~v>3E_BR?T6Wi+&e|miSjxSbQ@qFG^^$(zs85yo-E8H>f?q3+=dfT0h=fTbvBNCv8bK69&E2U8*1I*~`vI#b(rq za z9n&hh>Lsv=fD%{-*H_&@oN~0?fE^9^L;D@HX@~X*Y-?7&UcCoGormzXeBtIlu=@q# z&wqg4oQVduTYl1gG8r1t+jzo}7E`C4x7?xH!6H(?I&%@26tF-IRE=CY^;o=YMAB5s z)C9cXe>}12?%&WmloBV{3Vw*k^*}pmj+@wG>*UW4b-Ql+G7?pj^2+kq62GVyKXS56 zj#Bqn@Wa-@5S^MN%V|=F4v#K)huzaJaa{5Ss%o5q;i4echs>L3bt>T zr_URmOQ=2{b5_|hA6ibGu6qvO2alO?-EhdohCy#ix2xC%WH$^Zz|4eMuOvK)HtEp$ z^FFh-G&^*{*v)ysRA~7!5j?*n3UZPnIpfLmD9Ct_8fdl;w_-99MG3^xb0JG*gRAjz z-SXcsLJ-JS5fJ2QE4QiQkL+eS^USW~#W@(cxoTLkrs7i)U+@aA=JCU6tyKKbjjC zB>~;HC1+a*e}pu3dC$^KqyRuX`xDB_Nb&%$%mKl==89 zc=vYqXgH1Yi-8qO0T@2#<46j3JbpubrwkB{v-khLreU`_P@vyfnZgeW#jJBaoL<$%A_Db+A78$o^v8MXwel}*3UDV@8*cXK zwJ#p<&uw*4(s3%hSsUt3*2ta^3bktBf$=ATI=HA23_S~Y2&XdYj>Ih6Ynk7tG=Y4A z&(rUz22HIPF@CC>A{?ccS%s z=7M&Z(dpmB0o7w--D6VKCaWaN?(`bi8qMxl8#tff}BwN@Z0*QyZ>>CGo6&C6-n;Y@PMzE~esi;MYtTHDghS)&3y zXgpLQOVs&jt~t0KCL_X zvVD`M(|c==`_?7G8~si-UV>!i*DqtQ(-@m-4TW0ZTZ*0`u$A~gjc-ac+#Co;H8CSW zlYy8P=<}&j;qEjO$6xd5;gVP@L-i=Bug`Kt%sQOI>fnJk+#Xv{+v`*l2e>yBUrK^a zTF!Bgof?K8Ru7ax-@`w0nEL+_^GNnF5Mi+}lF)~>=JS4MNc~UC6??7(>VdZrcTaEB zvjn?g;rYDr(hMld!h+Pd8Rch(HPPciuiI0WH(YmJs$uIjA%#%NsdzZB>#6X%hSdAm z3s_1D=+`_^O3T1PQaEJ(?uFs0lyNcS=^^6nLNDJ6epA6w)bi@fT#B=tpDjPC9iM;ss4%}A zuHbRoNpb$AV{E8nW+qX*_byIqhC9EHt#{Tq`^87xL(5ftLoF zRUV7;kIJUrl(>=@8%yaL3R0~onWCABeH?3VfHc_keOTJ4oH+GUyT)E7lTofR2melX zuHFo_EZr!~Y9<~4nR@12*5;fLGA_L)YDWX&5XBBG)WMg_E!0)Vi(Nz3Lm1&9Yy!QrN;75au>2W zbgj+BIY`IE#_UFQxyIZM5p!a-%?9qH79XjAjktKVhTh+nLK>+BvVfruF^1*ZumaSF zL{YfIIh-rv%bo#5r;|{Co55=N%QHFawFR;Ga+e#F)tATE!Jb;A=$Ks%g+sUF{&Apl z0_eoA9kjU~j5$B1-q8EjpUXepS%#PsbspjERu^ZuEXB+!1- z1p3I!T{DWBd_@rH(0N$gz6Nf_Yg9E7wP>USTQHocL;|vM>^n14s6iKf{k8tn-7!_O zMeY|z;{yCJ)slt2jiwAErKqA|$M{DP&Lws5iJ~>l(YXyiFfT~2x8p3LO%A>BAGv9^ z!TZiU##1l6G>rpHBIZv-{bOW{>GIO!N>XHecf!^gl?U- z1LYi5s`{Powp-c8J5ZDSZ$QOdsxx8xw^4b7yR)slf!}4`oi2$FSjs$5Au)qrRO|Xl zM5glX6?Xos10~ZN;QoBhiq+mk$epVR0BFy0%oCIh^9ZoioK614=JEz5o8{39NN&sy zP;C=a_*T^>LO{Ydyz9itz?I1Ul+~YUkK-K&Igp? z+2kc1+KIEv_KPpOmUa#$5>0=Crt#VMglEfkLxQvXMZN>A`YOmA;pIlA%Q%;N87%~; zht?L3>Egrxv+Z5`$w+F4Fr1?mb+os=Bqu8q^1Nsu!DKqlLAe8{$8BWBXg8v+14pjo znk7Ozn-r*^_<&(HsH3qQq;Y#e4A8~PNk9(%Am_}bc3pikUnwyIHC1t&T*ca5s<$I0#80;V$S--8kgELOIBzMp;+y#{isRj(c20NgxZR|ii)e7fvs;+a9 zNfqA9DM$`Hk7xnGUY7C^4o|&b0CNXSUc%L`0wkmYdtT(R;CmP$mH#L5ajk}C67JQy8cIe^69T3af}&Ot9R8~udE=ASX8#P#R&II zn(nCApWgZ)tMqaVAwNcc^{^Om2#*N@A7m=0;D9q{CuM+UxpRA8iBj4rl6S8_jfaLi zmp9w?&XeVnLNuCtJ>Ax~)EwkqwIM>pP%-(b!}`GRKIGr7yNn0B>JZE7qp$d~l97zk z5XDFW9<4a#S~v6y0d{n-w+8gBmWCXlr_POC2ulQGjLPLj{gQc)`uS6SLX1EAL)K#G zGzWVhO9P*!e3w-8brfgA0V(f}Z$8qgN`x=!)k+~SK4AhU>Fj)TE`!AEA|Ko6`Q+C~u7*(VP@s)74_cd~S4a%G ze18}FGS5H{upzgmmfMtT$-K1$PF-@U{)FIsqr=()K;!eE48|7^JN~zy?N@e1$(u@!3CasDymRIpTW3zN?!Z=; z=h{!=QJCH*n8&GD95`cqEz3q-%ca6AHkjTjuje>en2Y}8?d8=?zW}e1cNsyj53NHA zp`I?D9$&a!VnHT=SgEyD=T?<=800a&19+qhb_2nI$*08H8dNRDp)s4XajAacjnOI3 zLSp-1E9-I51~4)XIrWkRBEV;`6j2cK9h3$kU%nZpQE#PMcy%WJaB)6}9II8B$+=x0W zNW_&>0}obXlZk|;C_+!d&3VIj&dNcdpBYm~Yr=CZ209y%!_f_*Jzoyb9y$Z@PO^B_ z8!FJ;NvRynfW+fSZoJ!&SrBA$G&{-t^&T_Xg9KntbnDjxh)IsFf2kh6#XJy+HEIl$rld#~t zYxnDTRPQ-45H|{gCN)~GgSfUQHB$okl3V`<_|7@xcHVRXQQ*U~=M>W2TOVh=+YS)s zPFjSQptfU0%&Cu^<=NS^TkUYJG%T{)rgb|SMR%WmoE5~9|6>76i9oEdhnNyVTK;x( zJDjB2c{#j9Jj`5ze6QxnvOnh1W6%7pS}2?}HdR(<%vHx-=W-7oQ{sb^xKvHt&tGmB!g~ka-6;EzIb>N#rtB=- zwerF%3cEpnd1gz=<5t@a>CMp{ThzUS5{H$G+0r)i{A<-wnT)gU0l2xby5emhGD{o>j`S}2Kb6Hn@Bxdx0&f#iKcbBV#UcoTb5tI?BeD^)(&j0!4ce)T{h z+t!9tZX)k)6VH7tKg)1M)r@fJmh6!cooP$k71bS{{v>KORcd_CdVZu_%z}38^sy&fHPTtk9!j03erV7ujBKgt} zfX&Ft!}Nl=)%8;2@;uzutb6Y-^b*ylj!Mt9zPVn{R{BX`4iosdeKK;A&gXl~hmU0G z;~nDb(@n=*c);uFBeTA-)6?ZdX%sHhK2`AMP76<;otxgLN|lsbJ5B)qNxN43+1LBy zaaIQJfbBA=Vv3$L!&zCm_TV@t)47TBWDdziZUdc!YlrNVpjr@+mf zx7G~>8vHAElqwmuYMt13dj8r5>M&~SiFW7D0}%Ia8R;pT_Ya)%%no2`>l>NsM^f%? zm6_QL^%dMYtF(jkIFPgzt?1LSD#9k_jbe;`w5@p>{8ZgY8M5WB6W<`VX%EmSssOE6 zX#Jz=6;I}BtGzI=g@2Y`7Ac^^gNeRo=+MbCU@29~rXi{mQCF7Kbuh zX&$gY7wXGH)+?u9U$1itb7tJU5+FRuI5xM6TVB^V`efhU6?FC13BC~@r`|Q+Vhjb3 z`Yz&qd`@R8vDO_zMaRK3PSBQg%A149o}{6)AZG{pmVJL*Oi?Ei6?HewZdD@Pq6c_ z#g*N~EjL+y|39X#JRYj={U<~b2_*)Vq*5Zu*hZzA zWJ^edEM?!v&LBj@OeiE~DzdLxvhNJSNcOA^#=gYZ>38m^&+q%syyl!|J@=k_?>WzT zpXYcUp*!>;drQlg+P<}uj87@M)$-x<;P9rg{m*?^H>=oZS*niDS~))7SH^I|&{J|u z$?L{H(R(>Z)_dxF(!d1(if~P`j9woe|6rgqj1<1{XMpBOd*&4F{zX2z=W~~8?)|@5 z;hN*4U?0`(Bu`})vDu8R#55P$()aW{Qg~Rmr?l+stQxTs>`-Y+vs2NT?}+1 zt#mXCkn(BT_Y7V~=!X1q>yCr_R#hQ@K>T^Ri!b~Wg~)m0%j#G4py65_vtk8b~Ih&4#ywB(B&es(h{Jtkl``H%b=PEz5#tDrG-#7{L zU6@-po~B*jEXx2J&P*ersO9F8i%K5WHKeY&){J(&MZ6eTS)q$gB(( zKlYuqmOsA4Alx0GljwM71mEJrU!5qVr{h?iH*jP<%y!@G*;ah2-u)=r{gvMj`*z8? zALo9{bgwaMJp!WXx7{!PFh-=(1`~yJb>`^!cI=#J4JD@>J1m75Co9c%YaQ3egmeH! zt?}6U^NoeYjm7b@@2ZPqc2qGm8W|l~7Jrhg{a1_QAv>YQ4Yk_ikeUrgTp|0|>r0ES z6FyaBh4G7^2|`s=3&nB9`RsHn!`P+z1lZHrnqSGU80kMav)-&(tYG1XY{a zb(d~Xu8}^h%_c!yY5F-`8AI_0ntAWU#}8P~7-HKF$-n92oQmqCJ?O^jc%xQr>+aV? zKG3gUGjSU(f`07*9)KGn=DrB<&iE%?f~HE30JVo-f4`K<03Mhzzx{6A#&YeMX$(IP ztZz;J(J|Fde5}Rlvcf;+cZiE|FwLWV--5bGim$uN?Gg#f^?gGLdiQAt#X2%m8TRKO z$uvH!0)w$0C#g*7l{4H^-JP^FZdk_~^=h_|rfUrAGRyJ-;E9*({q959mj4R)Qr%k-RpujKxBE{H>prQ{_Jo z%gq~h(3ZE((>-RH+^siXXWEs`CV$%1Pbf`yd=a4_vbkMj3RSLFZ!0-CxfaOmALDo< zP$ECXv+E~MBof5`jLn&M4QdrX{W=~xPh>mn6Ti9Z?E_zr#z{1f%%=@F_B!5OGaEka zQ;jc+J+<4U9}jWgX}UpP+{QijDIcBBLR7|kd8aODu?=OV$=y?luvA7}K07~`g{YWI z9QypdPb>3Wzpg4uXm&tn@obOEOIHz0Th_ItyMjvRZ?y9ITrqnqi7gjf*p`wmP18{1 zRi3)r8ZRIQYSp@b#keN(#OrGnyF7kjIX~N}Gp9O8C-6=)4>>EnLrAoNyIOD4U{ zoi44e>{VT#)(e&MZbn`%sR7D!8Nbi|F`3Zkj@R!Zzu6U{_w`E!Q-}AgRmsO0?YXRowBe}{-ag^$j*|aZ=&4L$v zTH^;H->~K43#(|LC0es2x%2RQO(*(^jNcPFf{|CJ{l1+`&r45BdZ4oNIuPOB*AS;Q zB#RQ-n9uSEJp?aJ3%<}Qkz;loh63Ky@kZR#x6ie9cFCl%x^G=zdZAon1*`HPDIMp3 zU?}sNxpQ5IC{jLZnd@NBt%t#ne)C0?=-DTm3F<}a2pU`IK4tE?TXZ4crLN}sutKQ7 zXj&(CmnY+y!$s4I4%dq=6uQ(!m9YnY3k&$>nC`(!=EC6Vt6f4v(?hI+E(#}#B~@6l z+$l~gacSvLkgEuZ7GML5Q=FpT?m30pp)Hc((Vf~=*5$LI3b=+2cr?eOs*A$j0DLYG zr*z?>VU!%bNu8T0G2UL}e6DZb8_otcE^-7nQ_KsK7H$K~Eg+y%b@5O)JiapG{>eC{ zG)UyyHo8&&W*AEG9ev9u4vdCJ^biL*LYgVYCi_QYZtbNeK>A4E(s8nWh_G9?5sp&) zOyBa@_&!GPMfEs;O;qu>=c8D-)h&tU!vy2|SoaA_MU2`sBcQt!^-~}}bHXCO9$8f($O5E4q z@76o#5(;|L$&(wXfru|U%n27n%;P1sOo5%P%`6fIf!mg{6_uCvz9-P-cw?z77?JKZ z?IIamm*d?L{`Phlqn)iT6HyTnY>TVL7>LAoQ); zzc?-BM{E|d(74n!|Cx?oy}S!V0DD|{J5ej!Qn+bX6}#=6l_3o@_Bk5cnrteG|AgeH z^}+03e?O#Zm|B7OfEC)}13@(mML(GdO^1IA;@@AdKI+fb7)~%N)>%&N(@w8QB{L#~ zA;0<`BejZo(N5c*WmQ?p%RRkQTd1LR)WBPn-}YNY=~+=jw|?@XFRZFBE0Ws@@$yJL zA9%&?h-FTvvfZae42bJ}{o-?zzuIhEBM%#g%(SR^aJM|TO=gn=z_WqN7YTBf6@Atv zd=g(L_$EmWj^f$gJyF(cQLJODj|Gdx(QTOoMVsTKezZgfYyEbvvj zH5qu`W>rS?wz1&o(Gw*`hu%+XMk#09);oPmQrSqOy!B{EL8ww9;F|T%dV4YT(Ny5A zP+JfO+f4q=`(j0(Am?T;F=;?eyz*l zQYJ8`i5+^&SHAq^9o63ScbU#zgG|evvsLPZ&p?i|g^(nutR&nmEz*_Xdal2sa0W0G8)! zyLMqe!?g4>fF1?~R~RT<(e{4gXM!(BmD=40R>qsT0|6d1IC5Toq_+#sk_>RQzY>F3 z;rDyap^`?ZC3aAXF8X3{M#>cRX%OtCyb)HL>NS@4)JDyp?+h+*<7OSs65fwBsD?LE~Oi$ z(i%>FiiwMRW+3`Jq03%P0*Q;1a&*MGSKq?uMl)GrWQ9;;W6H~Z=izN7mnS_6kL*Xr zw1h{ZTA6@4+1wCJ)6T$jZI3IiGcE?Sf2?fTFBrzT`~YPf3oeZ~5irL&SCn+h zR6^7NhqxZd*ywE0SLkn%I zmG-`l(HVkEF_i;9WistGV3AVcLv06vn_aHnZe!qLpDvGQ7Y$FSSXL-sHn}3y@l%RM z!#?0>0!|{_gG?BU{{br4;j4vKcgj(c?&K90)v8;VLhRlDN&wD2pXev6?!W?@r4n5< zlr>@Et)YXEozZC-dDnWeckEMhalQv(6?4xuP`{-1ioq~SJU$xWb%Pz06Eu%foFXNrGEpZSC%C_3;Xgo-+X5xRU%}Bl!yKqRE(w5yP<5Srmcd10F9DAG{-v5sNy$88xHa=O~-RIqb z_|f`XnEv!o_tTD!n8jU0Ajo^g#c37VkGdQT_3{_B-{D+Zp&{s>JM$a_Yt`a8x4)?Uc5P`IfG~VCj z$X_w7!S6^~Jbu_%fz*u)T9;O3ISBIPx|!BdKLg}#&V*0W_Z02p{=~7PT#n{bz5i7u zPH7|d$q-?7bzuZC`zo2^G5$6c%RZew8o}!Cb<~D=`(=kErl)u{R`^0;1XZ~9%oOi( z5(T7j0@X^o@t|y$wXw)ZjhSQvll!_)ow_ z_0p4-l)wKGcdU!I&+7UiIH58_ehW5MTTz_AUVu&aYUOZyk**&!RDO5*nqo~ghL-o; z#3wCGZK76jN))H6GR2)ThgkqLPD`epP?;tlUhZWiKak@Uy=})bTD14q?t#2rjL6Zp z&mPi-Ly6u)qH?7FXLkxfrQ%p(K4C4!pput;a`0t$_@CW<*DqJslpMoR2Vl zt7p#cvUZC87irpHe{uy|r%I_>>8QZ^%Gjh3Wl1`inC{6|w%OqI0U`a(Y;j75HJrTu z=00r6-TAV=Hfp_Coqznh?#S{-9O({@R8hU8)k^LvKaw0mBh>VYUpsD8e0^n7L}qR2 zG$MQcGhB;Vik;$s?KB(zvCC&)?ezwE=NdkG%{YaNgJqtiihhWY+Z6G^wDahr4F

    ;fUtaBC5fFI%+dWX%4PTDLhi9VYOJDm$N7A}6h>b`iM_^gibjUC^! z`s*(K3-L`FR%~g58$%mzp!(a#|uYdb$DL9qEqbUjpCGUwcck-8pn+ z4(vB$TQ!(}vU=sY+GjibILG^Dhp*lZuUF51fw>aoQb2wa?~jLj>J@zMFCRqdIYbSP zuzz!K9eDK^Z7?Glfq2Hx8l_=n(UFC?z4|Z5G3Cnv5Z9`ZP0%kx zl<@0Z!#m^`@8VcYHcN4i!T>z=Jub<~SYyLsl%6>uo64vlSsD z9DG$k3j-FJR`>pMLMtzpJ`rnR%WLq#tZ9q5^c_Wm*5DHUR7ZGCaX;QEO-dc;Zjn3M z*0r0cQH~nKYDxh#&j3DgXhVK0l8*c!(;?cqxb1s)ZWp4oaCdj7i5O6@I=xy#1-633 zD?z#1Yxha*1+vtfD59&=wwADxW3DL<)_D%?|vclyD`-mI)vRL2gc{ zAZjUDp5?HoyWXhNz(fC6QUS+bl91U=7Ja60pzknC`YPDwUGni+<6 z@qzp?Tm?Z{--h#}PEws{ka`-;&CtF72ynLEC{7{D5S9?-qu&^QmXyJ>nTTtcKe z)G3BuA)b;6SFoBo3NeaF1t~i+>#nE5TkLu&YJauLbo{V&R^pjaNbNB&zUBnep zWQ)F>FqttaXK?e~=3&&&*CwnWtDjTFFLFeIgy{pKu~Ja_0%#@mg>#B8P5D|B$8>C@2_v*vX74NLn?o)6U z1WR^>xJPBT=FAZo4}XyMLeLOaqDz`PsN)(307&mV)W}q@_bvP=`l59qIo5*L52Wjx zoi6>frleB9Qa!o>AMs9+R`cnQreiSYIi!)nJGrC!pNPtWS*#_mpNR>neQA7bO<1J> z(=2Ar0~Ve<`YrC6x^D_!H6Qw*{S7$9hp>gdQ`7V z+C>5*6vPD=8F=yp?8n7`O)3VA472F$I4j+tx{FeD{0y^7|64dQ9Aek zFHv8rC!Zx)$MI#nqaN5zYr%UI9n$+iy%#KJq0mvpg4eeX#aMGgDmtH~>Y~)G(=eI&;fy#XT?WG_ zm|vI)p*$?e;dpSd8LT0Ep$2GP$o@}=#`6~o3Byxire|!5xo+I~aUPcTPZCQ4I6=jk zeJwnqCkU2@?~oa#FMnLEt`rbv{VuhCO!^SG(lTFuABh)$&r7aI>{xH|>bNsbFka|U z2aAfH0v3FqP;_r+&H*^(LSwUn6J}pAriSC%poZD_DQVdHa6937?2f{l=Tz`tkF2~z5sp9F4^6s^&;eL688xraPR}Q z-uq8RIA9w6MJgK6iP!TifSPzcD?t=MM);|^4aL%?5rY%46>o!5$`;2+zH<45zRJ90 z1IKfR=S1fz`Ie%*2|Y;0v$LGnq(Zrs39}To8k#M0kV5zH#C=llI(&q$skSJxyM)Ko z-(hT%anx7F40JFfvY|AE5!UptL71+SWmHT`LTf>QuJ@SiT(?mCcD_pgzCautqQ z-G-_X0O&$f0MMtp{!5lHHFSXe^>~nZv)fSGG#h(_C1q5*t$;hU4r+nJ9LU>y00myp zy>Qi8PLSSLA||ncO(#@3R|ITlw-R+wz(m%kuzS7+d5jNFXu@WH%IPe0CLUOp{j+k> zj^4Becg*+)PIejhI2$g)18$rUQ8rpTj0*Wll5_7aF564@sWwDRlDhVTFv!ZaK0hNEK^lWK?~$Sb=!QTe=Pv(#cOt{n7QgJ_>yM=+W1g;z zomd+{xMsVuG(nrs+tjx8hFoi}Inp&hU$!2TbB`)qnvnK0F(bX~ja=)^uk2~RhEZ_1 z)s~x};`#fc4e34=#z5@2rgxKt04%y8$E5r|+qfmekB(RA z3H|1iO>g+Mmqy1%_q}M_xLg-_VFhUqbIw)gwT;(55(ckoBcJwbBAiy2`K%I}KME{V zzo$etQ;NDpLI&q=*1_GEdSSU{3uZscyu0l#p!e_G+UlHZUnRJY3;5W+-^9o-v`SF8 z<|1=u^eecM3qTsaJlZGzt(*EPa!A10JAX>uX>;5Lz;C(08!&Il}xK zr~q6OUZo&Rr!qU$>@Y$?hI|i;y+S+zB9VzZ&UX2!L7;NWoZK|ujEs6uKijw6rxz5v z!t>sve?%isUrvbo_rO1gA@6BdGZ2+G(sWceGgagq7E}9jH|gAy zR&_Sc*resEY!;}TXb4%-Ns$Z z;mvv#IVYe(o3f-y44;^&2e`nJri|f%P7MZpi2hp69M42wzu9ZKL z`$LVxd_ez};2~HH^Wemu3v@loO^sWK4Ks1Ha|4+xUH&kRRWwSOuf0cuG9Bg`tMPnD z94!IpQi!KtG7k?EI88wCKxLqNZdSa7Hykw*GXUvIpa}6=g1!9zit$a;AR!+}T)7qq zAVcPI?_)eqB~Qc*LcF95Sd7dma+O%Iq%7E|no?Y>4RT;o?Et;Gl%*7h_5UQze2wRy z1LB^`2_^=|CcJ#2GvdwV`B_}wh#Lg(zSCb!E7$exq^QVc)zIWtZ075E#&yxlOn9@k zb@eA?+1){420^BE=&v!$chQe)S&kw-d}hu!s=+*kT5Vtr^XxnR86ItgwS*n#A+$;L zSYk^mQm6fR#ocR)_w=1LPX#a0)s&g{(q<{pC_YOr&0#X`qha86xV9COGRqZTCgRa9nE%F$Dx2{rmQ_ z;I+7?{9Ft{anF^j#}+Q!nHz?DQ8bw|SUoA+R!}jW3l%WjcgOY81ouzKb@$N`Zos20 zpZmIFoxg+>r*b_T2zoY{8=SlPE7ye-r&Iv1DkDg15$d=Kz{Fx^u^@qcG2ipkwgL`S09QFUsEV-urk89rFZ&}uZ^-yzGA#ASuNRAz|7fs`bF|8L%cYZol(hXKVwAYoT}KfIw| zo#}GSkpz&c!v8;=5g?jXNNXB1(~mL3so|lPBFpO%RJ30wBG7 z!~|JH38ax|5R)Oxfd?~n2@;*}079tux9a@3gYe)L16%|-4mL6b&md#=iX1S?_M8y05+unG zu^@q9tY_SUc%uF@;^#u)q53uV*sUP;&DXG{Q=>b% zUCCYC-VaD+y>N{__D`VmuOAOp7#HMarwl)hBdA!dA6@2Kj=;Es&{<~SWw8aZ%TqCJ zAd>-iMO_)8EYYN95bWLmkMi>lyvK4+B;YKahrxYfv(jeBQAyPIxYxczX&upa0U8s|#;v9{LUx%kp9G4r@gQ%M(&DsxkMUngH%s=$jy0jJmj- zAb1>x$!QIvLSmLlP^-*is#iR5$slzM7IZU4x3(=}U|!y5^Z_HL?Znw}*#llBgtE_@ z_P>h9I?NU=h-Q84{G$dD0Bu)(XVWd0oYJ;09O18qMT7Ll%j`Vp-A`*y{8~euXg_a< zDe?7u^73Xd);?K{vhm8`3_74JeQQju)-1V#ur`bZxwMuxUJac=gOyjlro|IpX(;X` z5MA~8o}P#m^1*Bwt(T=QIFN@EOh8>}BKEc9L%eKv^Jik|CLbQ<`Vwm|sR1cI3l!&V zF_KT*#aAcqsL;K`CJOLeK^!oiARD1kB zfka!E@9!XA_Q0>OEl*7RaDalbo)z-`8z9$K<>ZSFBoQyL^2-U-s(HUp!3J+^-?n=L zHd?@V=LILhGVe6VFcu)=ltz5Aa&O9{v-r*N1k}i$yo;h79i@CdzoG4W>G$YS@aw3?Cwqgz=Y3>&BO>s8yCMO zlGhi&h$uy-4#XJi_D49wtQKAmb+M2$|Fqf z;1dU5#%**Q7>_^_x53^N+O`%j{RYa!QPvluQu1oc99&|YhYScDv2Be2ProN~@#}qb z*ISeY_JrZFozT{~X=RX&1!|Bu^67#?{H4jvJo>QZ36LD`dF$NA0p1ii)s0cZ1%Wr- z%=LS$gr=b&X;hvg)hlR*AMub`I<4{XSzY_w@&WOY%d!G))k)=sd0Rg|V|BOwA7K$F zKD|>zy{2 z*Uazo%lTk}zE})@>O$qjHzQZ&?hNq!$x|yPC~Ug@25GYy|5$r7q&h6jey%`vdcRd0 z#5iJKuCSrO6s3G<`J{8_d-KZXWZNf>*kEdHZ2bDWKT!_{sD%Dx<7AJoR^J`c)%=N* zkvZ;vQa^GM*wMGTct>p5%J*g9*slB^+-}z4%yrFS6T@K>0GDV@)+TTw4(!54TmBGs zJ9uVjK@%3l(p-rwm2TBkH{bJ_Jo!-nmABQ9ZE8zSO#H)jvR%2d~O(YR+oR zJ47HLK#0)~x7GsV)bycSTL6&Z^2ReU5sMoyQmmh;>q*cPepoX5fu0=?P#5c{T4%Sh z8T%R8FG^@1O)Tb~+RN?=LkPYQJ^fvM>U1~(`4^Lr5MmcTBa`$n!wJA1ke@Z`S=Zp~ zdt5f*Gd6$m5XjFwclh`LZUF*3U@X0{dVliwAQjRVcqO@|vp(*rcE~B_voWvN1=t5C z%@U6>>9?tz>1#JAlPN2OjWhqy6-X^IV_BP#1r=N2be|GiH6x)1AQD+0kqla{hXOHH z7WMZe6Fr>ndpM0y#Q%EgpGJGYfZ?Cn6c5u83KduZr0^^@x@6G;V+w*niy7O8~ zZ**>nu9zoR2A+a%kCWXD1S-xv~jc$^h+|>Gs2$ov!s~x7UUPamkzkH^J zk0Japx@h?34rjmFV(KKepMa{B;Z7&wH$z@vk9%T}#mLz8*-q3z6G~RH>~hiOc4~If zMv7DC{ErjNcvlLHe=u~N(KY@dUY^3q#D4=hhbaCAJ{lKdIhK|}>&R;8`Wo=6CXJ?m zRkKfPNB9%KHvlpV0gj+|{RLgdrKSFtdj>xwJj8eEtPcWU&G+*M_-Ed=HScL?S1-k` zm)e3p6msCYmn>{)L*t19MSUh^Q0NiAD|jJ4L#ucN$n^YmJZ0w^e)|r1Bfl-UxU|Il z*Nsl^_i7({pmh4~@%Ow!G3%f$kJceb)ahlg=$3sW7&`^NbC7r7J0jW1y0xIW^@bc= zO^{|ix7R-PEgOU%I9PzstJwveP4+$CvP)vSoxQKn86_m6@+};7ta&G8q{YjfIC)VB4Tc zqi4Wa?Bp&_j{|tzzoDL%s3kx$*$YB1B);!RW|7{g4OUoU+jIZ!Q!a7soo4IrLe)9P z{Z8$#Xz0l>xy#SGD`%V`vw?6x4Z427%6MYBl5H0X%;w_NK4Zf-8Mo$q{@^Bj>~k({E%KiaoirH( zOQYkv)*u+Tpa1f-Ko)&-uu`63pdNk&FOPvWl0ccngxLlpw3E)vm4ZI3>B8 z5X8khnfx5){TpFUl{!zf`zHlvQi$#&;R4D-43&BJjX@4Zasdr8Uur%61;`yf?fSNJ z>-AqHiZ}%!sg5!9q70MZS$jQa+v0z;^YH1|(#f0%QfxV^huKGvP0}T>SA=X+U)(7` z7t?r(_~Sow36xiSHyr+13yL&bg)&k?Y*pV^=iDiXfv2`)*JJm<@Y+mfD**DD>I%Gn zr~>S(jx3HJ);R|bD;ZarM#udv{b^nLj7%}Id4xj<#l%; zC~Q5yzxIdNf;u^a_@GM?gsxdt3A5$OAaeo*tggsi1@k=T2FyWEf+|T>afntxtiI&g zm~ScV1+p&dtGY5|e6|TL6ji|ROeUPxNxB*Yc)Iu^z+#QrL5A62kb6PyBq0fYdfXmo zFJj>iLNLYTPF z)cYPsNX2Z-ksRxXNaqY)`Sv^gjrS*N9T>8WuVt}vuHgKqEAc#1q|ev z0+dWo!O@QmjD)tmziZN0Fkr?BovXL@mJI`Dj8DXgt<&e?S!4gsnOEpwq0-r3(Z9VFU7<9&iK!CEMhg+WHvjm#cOw? z)v&Bp=cWhEWwO^&qY?BC1`8KF(Uw1#+@B4ut*q~3E|QGy1xRxSul<1_X#aC1%V4G= znZRIpi;|T;=RQx|rk0)tAqse-myN503^^#a`SChsR*?7+E`q1F4kdN&II4i};}%_L z?Ww>*-d5W9PIf1}?OyiC&A_x#|b%|ooJX~2_fLPJxp90I@nUW+9?3&d> zNaqe}xHcJHpKiA>16Z%^tj0QoXj_$Qi`AM(7VKgHOOwQDcZk+2*PTXKmQE zKdZWcD>oJ5`q8_Bg?~Y{go%*;6Pf#(@5dP!D zoxCroQgpXn?U?V<1BG_|+uu1>#%sDX}v_Y7R;@dhK|0V+o?F z5ydQSs~E$?tx@SJlDl9*s}aw54%&`88QgREtT3#xk^gZ~AI=Hg1r-T981NH)}l zK0Z3(*Pu6Z886FPb@xCZ=hvq#^kEd(O6&4#uA|GqPqE`yyO#$fi3-MUR2LA00u)TAIHwYeJlZM&*v5i|nL z(p+aF_Ek&cu4h|MTbE^jOCwe zqtE`=ZN@Jw2ShW_nd%IYnznu`C%WAB+JN&}mTWj~ldy57zuv}kR#GZ2I-j`;UhERi zrr`Lf<4P4-vEbFuC@y!5QCIn0=1l#kl&muo5m7VQ60H|bv$R(dbS)*_1M9LtKX4p0#50^rx3tJ6IGmX| zVg9zU`CLu<(tkYaM`|CFs`Hr_-5<=IPWe}#>cR%Rw~`GlIUfA6;MLd>0bP<&XZgOs zZjny6Gf?vl&Vc{6|Kr3PTCqK+iRz^(g;nRE>q!+D>(3JH$!DHgPV9fdbg1^x&&)lg zJJ*@bGUgr*zN%~Qug^WzU>h2wwYDF)dY|O*Xju0@SK*;cIeX@6FkC}itm)J?oK9O} z{LjQu<69=O8Gn7{r1r?mM-{A&>x3b%fF3YUFPiV7euUaJs27Ywg0GM2M=`d)6Je=A zQqNct-Lny=_mguXEowBbroI36jsNkGj}tu6f4y}$*;@9l&8SAg*=nKw zM>P`gf!Z0?_DlP7V^bOgxU5RG){HGr@QM9$lHF~;Ht!>le|T!S=58-)(M-Wd-r~tx zv1I91kZjza#20rl?;Hb$!Xm`&9o6J5YS`v~-Hr4*qoKqG(-?t$J!m#EhT9rAh-@Th z$H`lW`I#WjAtwbdNYM(dt(2XGjaIyF-iVA6fcv@pkh-DvuxaD|^3qTwJLaAJZX&%R z#tU)N?s3xzc-KO8BirWbBt;xPRZs$RPbMwy*L!wFxQqlpFCHs)qz#{cu9_`BxsA=^ zl2V&$E8*vGqZn_%vd|?Z`++{M(B3><#{;Sos@zgHhs?*f6`3Mo?Bk5(l`>}aO>#S} zCkQv;J{=u&1O=Z`KGoNey;8!e^Tl9G(M8CQ`hyr85jlB#7^?mhz|X6@$z8DQF_9uC=V&=W*vu;)h=tq zffk1>a6Q8POpJ4N>JVSz^L~xt3|2!;PJ!BY5dwH@n?_rRMwiYV%zg5GDW8s;^aR*> zWD$EdP(1L%4sRc@J7)1QyhWYOc+ePDb2#M**MPRZ>G6ARh|qTiJ0cj z2zo+1k-&A%taYlGA7_6t7+j9qOc;h&t^0?p`r)i`xKhpo7&g!E+TadYH-!_C_!H#k zKT4y*U>`-Yf#w%X(6uW{$aUa@%dN>D!Pw*P#&!zD>XwXfJ+eMFw39m_Yk#5V4Dh5o z6Y$qFVZw=o9m6;VRlCreaMK#lJ1$Fo>AhIy5e9K;UtuLNQnKDIC+F>}W-Iv95R8Hp zn;*fv0abL>VtE^r!-%7?%T-gVcb>sWH{d?fuU^A+tS6RmgAMK@D+81p@Uuuz`|Svf z={Ee;4%81I_R3FIXeama(Tf?mB_qJe~JGI`VR;_^4*D!3~O83Sgu^ zh}oP?c60)jZ*;7q77Z#__&rh-LFMGQ(=1fm>!sYge6rP}Nykhbx=pe}TNfqVTF-;V zkLue&ExuT-j@K`b(|a0sFu9SOzzR7m3hK~WyaM8Fq3n3<=t*GeGk9(e+qrhP!9`V- z%xvsg1mRp}7SZwg3*{bDmR$zYGXAK~8V+3O?&Zi64H;)k@J#WCP%An;y?dpZIH=^j zwpaQ_ElEs4rT)~V-r!Xcv4|yDUaWa?L+$zUld0sF4X75&Pg}(esiH`{7WutV%lxm4 zma;24At0ujBXyusDGx79)k67rzF|zH#aqPwLd$ovF4ZKi{Ij~#o5?jW^h154kQ-K? zK8yH3q(PLLSZ^QA zF`vXMb^xs_hlIZ@U&4)PG98Ft(S+T>*Wd=8sO0OlOA%8I^uUO*?g{&)V@}Pew6%x$ znxtIOt_L^FWH~1$!FX}_X2JdTgT&M!UBEXlmKt?XdRVGUDV=zXHM*&MTKN@S{5)uZ znvup_pk?rfym(akmve{Hm7T67(fg^ov{4$a^lGwy*5#YjBkNthc#lU!uQEv&HmOP0 zTM)iSxV)Y5+|uHMICQW2W?P6aQjQ&v{w~$?^NTe9w{2#urOt=tI8^z?^t_f9;^Wj~ z^wOv~@m#ZQqCutb5vRcA;SVWH0Nnf&Y9x%)SG!NUAyP4E1P|$!Zb5<X!8$`=k>`{@;fFuJH=Cd1v7YSFd7?g{?RkU+?hRVp87NU_B7-QeO_B{{mmTjfstbm?Ex;vYssqJ|IaHQ!t!=v z8`OybNncG?P3=Dt53+!z{e0nKVnq$7Rc`Gy&afvW;LZMPHZuD29;IRSqk$cVeV zJOvn=0Ar)XnnViub&S=G2M(*D53xhlps*onS+a?u$Rz>LLU;nZu3&b zQh}KL7k=m3`#`E4v^n3Sxcp>b-algr-L#%quA?Xk{$el)*JV1^iMrd;<@IZxUDPWx zSPATEU4lKt_Y)w&{x~)P9b$ExA(%4PbxW>8_F}O=(fjXMqWwpuj-Vv)guR2zcT~D9$jeUa*6#`0Mq=4{>ULlU0Ouc->SB3@JVqeHSkjtPrb4J~*MP zcN&d5!{UxM%^1)APu}Qyyl1`ME2TtYWZkJ&p-x}zmad|wGDj2$r?S;juvszb4#674 zkEGWT9wBY!U$RkS88+G9yLE-djknS^_9`*Yxz#L0b^*u z?^T1=hvW^2HLzM~lZ}mlQa?a8%T#}7(n5UXjTq%CVgMg2lyeeS!-;RiWQ_$&wK|Aw z%w=}*8DWc_A8@xa#6m@R=Axgo)!?hg{q}sILj!n@)*d2&?O4>+deJsWSz8&T%t~{D zYgs%BuU5oLf!NEE_SmO7OZ&x_06D1=MG77NYIc!EEKUGnHQ&im3pd#?s^Y~1U-P2Et=SDnIsp#9;tZRVB}Sh5yU!tpK{H~L02c>J>*pkbKh!^raLRI;ej=if z2H`oxU)@Vvt=Dm_iu|g&fiziu9!%aKg6*kl-?F@r;zS!?B7?~*4qC^W3wxB^)79rN zhF}}%$a1|sU9E|TRy`zdMhrj0^_r|H7M*{1al`P;HNLbb;OU@JY5|2`^XyJmvh(HJ zMvF_n1Mz#BaWjgd&38m05qCeez}z$&x{clA`C&iX%Gc&HPbga!X5jdaMq2XhCoQ6w z)02b19I@deuJ#1ch_bSexggqQT52A>NLM>ObxJJ1@D#dGZhEiaQW$-VtI3T8lCi%q zq%tk_3A{zrSgU&31k%VwYx?Ye)djBft=`fIbyve;#4LF_%zkFKh=$_$d_S&ssLBz_ zqhpM?j#590^&{fU2|)Qi8-)#Pus&8hIYq+-UWOEy>#THr%-YIp zuJxVk_)A%FR0RjXx7h5}hG``V5`uTS!QC*DeD5LJK81Q_L4iBhD%630!MW)%H#V&u zS|EiWh!Qdi?3%Q6yFg;SPRsxr3+qgBNa*@OE86ERm%c8!ybks_E+urF_J?cimonXT^mj^xLixH=QO z(36Sd^O+V>oMLhKBm*4V?NkHXsCMcmA@xV!vTzi$Jf*4+zDEqvBYyGl*iOaY`uwdv z*xPsoG8=4Za69X=E>-eVhaxRrdr!M)ujWDlm7DJKV+KSvxT(O-jn?$VI7!eybzMJf zHqC(3Gyb0`h+O8N^|QT%woA@3`Kri6L(lVx`?` zTH$x+7t8$MAU@*SLNeDwR#p(J2vv{^635j}kAi*?HQI^V-t`VKqAb4VN_qC-FB^2j zPjryC)-;&YgFw&Hz4L&`7DmqTa09`YXSXP@%1XTPBRN@c^Qo#2hq_Z$gAm5fmQ>*P zS_NbCOJEeXzOw_Xodkxif4h$uuEd*g$;omb_)e7}bKTifUL384i85sAd&5z5al= z>7KsVkk#zDhkQX*T=~otn342^Y25GK_s5c}zP|03S-5RnC+Pc;bOc0Q^RtuLqW1-2 z6cWKGa!B-!-hM7=mT<%iUc~A#TINuN_T(IkY(4=IHc)*7Uo(NWBRd>4JhKZsG1Rs6 z8Cw#1u+7H=<_99lo)j)XF@*lNdg`>2j#gE{>A;wBRrSiRqgD3XQhpxVPds1I9H=`5 z2BGek)7|wtz&GWS*R`K&9_0}K-B~FEe9dnEV`kC)o)|C;v{;Z65TRjysQ`w!%LaDK zMRcMkS=1q0r?`PFI5-`>FMkck7R|`a83abUEM=0PL2LFbSX{mZghLxE)U%-h@<*s? z&*cdY=N_AHw;F_L*z%w77}9eIq}=O0<>D!!>W*&QHN6a8)%9ZR%n2+Lo04CmJ6=g` zdM!&Qae?3@#ZK>5sQ-p_ZUEEB&^z>Mo| zc@?g^1&U<@TYP+Ce*dfdgcysOS0R_z9@TbQzgXF;!ku?{cmoJ;W{vxDy%#_{j+3vA z>8aM^VjI#*SrUQTJ;8NVGI4`h#<)(|tFXL|>KkDnjoAL>jS1(L9v5NNgO>9LI2Qs- zvTueK`lPz75j?GlGlmBIm$3dDZ+4Wy@$DdJ+8Auy=sk9r8dSA*hcPRx(%8g&D?WYO zC})lTqr6wGUMr`frL6G>E(YlD6rz5}wr=r-p$IvI`q6rg7UG$(%(}aFeibWl01U7I z%VR!<+SfbWP<`Xa1`{Hkz>S5Tz~VUJ2+jjMSUR}}R7%$WF?HpEP_|$Dl|m(j)MTwx zDuqdyv5ZQQ6qO>fl&OSd-DrH|1lPrUTp)i$wPnL$=WU_pxC5^cQ*J^}NwgjDq;pSE#RWQa9lr)1M$}g-!5`I_8}=KoKmS zo|H3mI#sGykkWzL;pwc{*k%$r!7o`bUH?Ury?Bp;cx3M64o|vb8$Tnv zkwq_sBdW-fc59umh9|?du2p_$oac;lk?W&Ac<0b{H)tUtvuX70h3%Z8YvL^1;4`f* zl`6v}r^;@O_1S2e@>)Dby_~=EZirMLR*I^^)T?I0N1Q%*WZdE(ycGH*^S~r?!Ti_h!q$D=>``3E7neAM%A7FyQy1h;IaW3dx^x87?$@D3Q4Cp=E3B zKbre!hRg%D-74N@uqGq|%A5+3wl`%w;s`r!5j+lSq?V91f7~&|=r1Zuh&R^;qQ(om zdSY<2i*A^eO~ygLAuy~=KsMzTiP$vdR%Tlo-AJ?8;$O1`u5PR^0KB_4amRMx``zl# zX$6_cOhN>AO=m~z^97~{4Bml3Yx=KSEtvic|Kq&x-r2pEC<(MB-5bkLkz0B-|8$nD z91DLz;Lw7Ut;QJNS@lf#O`+e4>-YfwFP9+1b~`2PA_xB%ZI+LMHV){BK!YZA%4*HS zw&Vo%>vh(nvI#Uk__9*_hb%exIxe^C zZJ4ome<#aw$Eu|<$A>Jhe+P15VCnCGRqV}gBKViKxBL9YrPf)C$|mF)!f(UCy!M4s zleigv#Kqi{tr@B1%j#`U!Res7rYvs<&} zV3t^azYmjczEEAY;!0Ra>lryF(XD%@|4PZuh|PXGUNqk>;>=fh>v&vT;(mcv%@@V| zlq2lM;O3c3TVw89BM($@|442{8kE0{Ot(~9;}}c!Na_S2jztw;KCScc<_TNt5}B%& zSxH zEA#u$HvR^bGngaz9IYkSU!;2u(I8a-z3M9;Ke8b)*vbF51VtCx@tg7UP zokjQjk>y)Z2hD^h8d(+wGW7st+RLhTm#5S%_Lp>UTev@bF)7O$GDCM&RJsvJIPryh z(dS%l3&)tCcA%A!bP#Rna~=x2KkO{}nA2R>rOMY14MHcygTJDYluY-*aGiHv0&6r! z=@Lb4eGYw5b$jXkIu_1IMj>;b_Rtd>r z(Fr49=eH`hb=@{`yuPQVbI!fW_;+C@mnJO4PYP+iL_PPL6fqaHBpx*j*CHdS6l<+Q z<9OQQWeayjaS>~+g}TZM28TCY+ZxI-(Csr6|2ZdmA0QQXR25rIW^D!J&stkO(Fm(2 zb5=+oQ(^6^I>`c}k4OdSXy6d>=*YqM8oWou;Vb6Rc+AG?6LCG)s!!pWmeivO!VxFh zXW_JOd@sRbu17Ul{@x(jgbrJ9Fo%4L4bIzOXcs!B z*`X@EDucRA`GCE41FyO|TF@~c@Ul+BLMCbGzFrl^T8x%fmwIIgUCB1|A}>xiuVuqu z?-gtiJGV*O%7r5USqf*n;85gi zv;$p^7Oz`+pAR`0;x@Up53lD;t~O8Sjv9t*0b(=c+uI>!F|l^&Gq(AXTL!A2f39Wn zNJ0K0F#J{?+hDw=G8JFW#KayT+t%&Clt`&Rb7%};WW9UIOxVgpK2QHFjKD3!#R7!K zUdGsbYkA|925vw0UAnT&HZNbFy{RgIp4t5Hm6s#BpZqB=Vh z4T;*h_x5c|@R*={18m36_fOSVeAC&H@*LZPB$)z066TKD8zg4s9dUG487$8Vw_Z}v zYIaCvdyr(`t5ofA`D)wz;h)J#`olM!Y~u7b`+mYN*jmTf$tH|AA)C^mN>P`?Dg0;T>lRvzpsX?_*8 z;eCn8w_-hM`5ak$i=5qY8`-bofxR=_^_Jzm>BY^DYj0_F-0?$+?YUmF8?qsRS*;e9kM!UKF59`U590b>a4AYF-Yy4#NzG zbbv#usrVa-hLpP|$6?;+$gt|rS&Yy-!}Biu&luxf6!FMZ9L)o3>*ug9@yMelYdX5t zgE^7m3b$z%pBn?ieWeBC|hP4rfrZ4r-Ax zg1V7ST9@e;vH8h95ATaIjkdQL%$iZu>@64tvordMF_h+3??n4E3lgHJ^w))om>>bs zu)?Aq8B)s6+-#x#fu`}5-RLo+*eVP>x(9hZW7PgPX>gB&_w|wrQ?z&r_uwxEBdkgMw(*H4;WlIqSJuh7)&!4Z?X><*sj*EkU)=BNudEL;CXxUrLJtemhne515y&!kcC*;9>Rag`>@YDA0z<)Zk!*`N;zDYveX>D zEGqyK<-zaR{y%Pk*Jt2Lgf>47Lv{VpG+Hu;7?u2*vQ4Q;E)3>r(0aaEK0@EJDMR++ zoiFkv*q=}6Uw579&v7=5PD0L`MQ`Rm91V*zGx?S0mvW9i3eD5JS*&eBmfL*E!EKv0 zEzXl>nSg|_4jZV$!Eh+DZTT=m#XQGXPQZWsH3V7uYE|RFg2?EPdnWT_PE3_OZT<@c z@+Ow@Y->uRAJV)IWlMzBJomhA;MG*av{`MKUsU$}(fzP(GZ&n!_q-n5<12H6=^u%@ zWT!LkeaPY57q(%u=%}3=HmBjw&g8vnP7>_s&h?eM|6#`ORkP@B3VzjTrBlx+ z{Bt{^SDoIURajon@JIZ_zhqrYzBFw45pnIiXVZ&*p{BAza4jsP{kV5GYZJ~Pkey8E zBKxUrrf&<+{T9Qu%6mp$+qTVZvdsY5T*H@Q`~HPKWH|w%w>N z9px5z$qmjaOXUIAj+rL{l(MhIXV(4EwPPuBp(Wn?QtLiWPoGx#V4@b~V6B=LOSm>1 z4ms}w-z?Q-ucP81Y;M@|u;2o3#=~sLR-a*YQFOR?BZzkZqB)zkFi~*e!+ql-#A;Nl zy9ssgTD)cKXUii-*WXP4y0Xy#ZAiJn4%RrWOAd~X$DM^QPgnO;!M1F~t3SagZi&rb zcn*&KjtdixkS0i>&TqVotSP1Vnw^jn_y}Hgsaarf;+b0-+vIno*WvLtWm=P&7U0&_ zhacKqBZ$X@0JOLlWwYRgJ92Gp&PXN#B-Ki4-m>wkGDfbKD@xD;GNBv_O>n(j`dcAZ zecqm3MKq#S91r2|>J~qr4wq&rhu*3AeTaj&A8sSBCPbAsUb&W+k%8+Pyp;A?ShF4A zsyc~ahhNjDMc{_{V_V%J>e_te(FJr2<=We7SZ*nYU{|*chX((+KRqUANV%3M91)&7 z$xjhFINH4o)zbTkj}2 zmKvkW6c{O-GK5Tx@7N{T3pkpYMd;1vF87vbl1H&KJvY>2$<~iR|$dh0%oN=J3C>RTYuhhe@w))YR80eflIz zoDmo+tOGn;va7JbIOnKe;}1`j${EPxZdPo&y}DgaQCcG_$iR0DGP(u}y^Tb5Y4!~1P4W(X zA3n)0K{oh|y0(e_JGKw-d_%#G!qug(oJ(pb2miiqHWBF1&Sh`(YNo%2QuS~D@7?OM z;Q#iSsFz2DJ>OZ6#K`=Va@Q1{!xlX=FMXMEXy5~<@`(<`VP9{HV%2yWcFB*Gc&Kxx zVuSR`CCAooZu@c9vi!;JN2mD&o9zc`p;Sx8mAULEsqMP=^^33eHIa&AMCC_#SZ@~Z zc$x=3TRDieo?M4f^JqI=a=PtcR$%$|v|?5Md3t zWT{!pOoA|Tb)*wD_wk9OwPC1!vC|~8(5{{zD=BrIq4H1oBEEs2C|jG^^LlL4dhC=p zuG%!X|J>AxqrYSJYLN%<9Gm*uOg^Ot9kM?gkowWf-B+*OxVjz0h1H4#)oSa^{~T%|6{|joWQG z4B9ZmtjNm4SgvL9L9<~xt^ z_@YAtf00g;cIP=80|vUF^Ug<=fPAJaHh-gYy*?bzO2x*De~s_jDB9)S`%7ko)>E4E z`T@b?U~>Sx7n>hA?$jC%OAI(ifBNqCz+SB{W(rVFq?^-KpTWKzEoH>qMUMvbTU4=w zwQC;9S!oBAH!(8mjTL2&^op4y@1okM*yL{dQBJ}k#RP{VQ%Akzbl=dr+I@GX4ZnFM zx5w7=H%_8vil!!hOd$Ns8 zHdmUkIe)8Ty}wbd?x!2~=AyiJYkrq*r0a`yS@|?v`8K zk0Z71+~kGpK(*|%8og{Ay?yCe1e@pxzHkiPo;zc$im*WuJ7Bf&69CN9Z&t0+qC_54 zL!3#|Ed&UA#`lA@>I0z0y2Y#E_$39xz>%WfJcrHkH>*wN;z+NS*3@ace9e*D6SQ}7 z8!$OL4vm+*ofd5uyDlJ^?Y`9haIGdf`D5vjj>Xp3YJKtA$D+r4x`<+H^0rpsMYC1xUQf$oSI4?^kb@N{7=i##i( zZ&d8KutGaOs@an-i*!1LnxWH*IeASKerZdGxM7u0o0I#H$j!d5k^q6FPkC&gmf0M# zBb@qnsy8xr;W+w*rOU{hG+O|{zaEL#doTDBtO9sP8QX)>+6CJM&UgqMPMzxo`p3Vs zDB;(UIq8_Ittbw!FNTc@wi@%QA<w<$l>Rl+6VjrV=c(g9}|{jsnGV0 zIwn8S;B8eD=IXV&3ST_FUk7G4NNQquMxV5E;7*CE!!8*@NR_da-F4#V*>C`m#lGv; zR3ZufZ^~8a!RHh-s~4V2ug>qqSXA{r`a3^O1ij|t>ZD@LFiAo9?s9sEUb$V ze|i|ozT;{w;y6Xn`$(9q!zV#Q=afBsehZwzB=H!?F$IV}tx03;Zv0Ix)AJkrg$w%7 z?{3#*wCu%NkNP6`v~wmo)JXOLP)@%4Zn9`GOD{BA3rwM75e61|Q=0}!Jf(V7!Jzj@ zm`zS%?*0j6AJ0)paVjS;2-E+>9qh-+s2s6)v&;?d>BXQtp+~-hp3Tg6^ zZ(*~AejYe?r+Z^8c`uM)PJ-a0$?N9df$4J-o83&cQ|@0tvZZuW-64T7{cEC~PCjo~ z+WB{cS4~xfobzg+{CEOxKIg{49>0wcnv>=w`k9`h;*~=(W8m1-o}G%5d(|K5fXj$P zC83`v7p@bpSF?YEMi0|;aA1o>n*lT3ul;>9K1rG-dDl>EuFG3>cI8mQtn8bk+e21! zs4k=OO(UO{{(%hZbAtTcsD5L?ro9rY3D!}U(Wu2I(ku;&8_UZtnpN*cEw3wF6i^Ts z1Mb}DkaCXJXgRm{0-T(OA`9%G8r;&xTXTCGc4^*#u$3jrz|FTH?uFz`B9P3=10&yt z*V=2iBsTvv|FyvPZ6O9`j~rXguuhuG(F%()r}y8m%?DsqeI(}J1nVEq;#xt=M7-#? z$t$$|iR}C;cWU(Lhky7o+f^sHEza=S%TEXxnByEY_g7Ar(ozHVT9(D(q^E!+_V3g((D!dt(Sa!SN(~)C&5E90S z=m8lF+e0%}h9BY41YpHo7~c^i4J0i?#<@}ofxpAp9yj8afmzjzy8)aah|QlK*myw6h+_JmF+VA~7jy{o0Tq$YAQ79&l>B14mTX(iX19Ng5FNz*`s86G za&cb&I%9fErB5v+MVa@8d6u{jQWb2qX@+N5W1=s%M+{H2dOHILUSj!^$K`|*OFCnk zNrJ;1XZ~fl-$l~AubG8OkbU*i&~C2EtUDEe-v>Ec^y^B$yKUHqCy>0R1iG4kKJ?Om zxmE04$hZzCFAoRc`Tk#S)td%M%;Jt6gID;fJ&bzv8DF=5n*N?B1YCVB3CvXNzZOImu?oQ*<#uSe`5GZrZezklI_^vo>RF8)1^7 zFM|Hfu0m!K3vBqT(ogmLzb_qx#PKCsK30I>HNd$WVbuFf@@W0!G=L4WjVssn6*@IS zk{4W_3BX@Vj43k8U9s*fayo;!(c9t`;Q)TTeMj30nZ`*v%k_H>ro_v?33H<2!brL6 zl-f82`0ZXD29FDWICmXV>?x=;A1O~0)6v}w{C2H+7A;XBJzYY5FjfuHscJg9YWL#o zXV~dfPm}=RCXykwfqbP+Lp}dER+!Cjw<2(lhF@kUT3elp)|1uHNQ#uQdnk52RbkS^ z(G$Z3zFdj=hOp!pczCqxOLA5dt<)Ft1Q8^?iGLa?Ipc`*dNquV)LRsa(e5I~og~%_ z^32_P#)zMl#WGD6{8AI_A$7WRaJ|+ikI9K+j-F1;E^p^6S6kV(QD8eM7m}yqd(zGH zj$zVjknUut>9h|zW%i^O(obm-&a1aUcR%SD+;5CzZbPAst%{aU`&XH5|K@|YtLiKzACj{K<@93LK#Gq->v2>Mx{RCM7;kE&wCD6C%VJSwpXG^=1*HA>nG+hF&w&h?$<_VOd;i z{%mP!jk`#)6fB7r~6O#%eVU!fVV1~x_x)iRk?m=2yu>QRk|Ipn}wTS=pylp>m!c0!a7Yx5FfpA z8(XX}Zn%(=#F2it*z?)dsO^bIEgQ5uj|MfB(hVG2EiJ1ud)8U3{h;j>4MEBRj}dF+ z3~>B;G3(3ff)a$Uf|)0ZZM9(wu704&IIqNS6A|yp*NzEi2aCyy?LMR@lF3O2bo=0` z-EaTKcq+4H@1_OaMOnRyclpWzhU^&0>fV^?m(^YY*Rr73JGCgI_!^bxkOp}1c1k5$ zbb8{f!?_uByzg z*KM5{b3E`nd!4~JHstHlF#VlTa4f86UYSI__5eT1;HO;XR5v6}S;mOEZA-{B)3=p1 zW|bmBlLyKvd?xgFQ*PXZJGeAo*(RG}+?Ry-h==S?*i7O;sf3xMGw53;&iPnLDkM7} zY5ocuS;?~69wP7XXku31)Zv5d+n7-$g+8ih!2+{#Ya>bIS42=Nu?qR7MFv~ zi7nt(08SDZO80k@@k@!=bnD`Q$MF$< z$Uu^NveX$E$eFm5D3z${80x*u&v&nt_?l&==*Z{NrJWdJeowtny)9Gwtk1S+kUajm zWVugnrsT^_PR(R|tc%4OjT9PN@|dnH>-U0kQ|77#0LG2VheKXa9w0Hho{PaIjg&{K ziq{|xZ`WSW>$AuqBT<@&c&&Lql&lBzK?;k{(w9 zAY+Eeb1zXP0TViLoYyWq=yJNG+>Ft&^N=r4Z|maW%^lH#!;A3dY+cQ3P?a286Wk86 zOBslo$E;Nmy{yZ@H5xX9F`H0z?y)ZW;C0ssu+Zl+bzfQBHf0g_YNFd+3!4#cpb^`9_97Sz>&P2 znu>KF8=bbJjCG`~Ro^0$#y4r$T#q=64pk60NG<_SqN8lesu!P1$)Jn2UEcC>hfP@= z^{`w~bP@YR7?%#Ow>gUj7l;fP%TtWu-jK7WF`&6^jEY7XKWacS9&(Jtb%E^{;Vjr* z(f&z)8_IZN2s_)6;86!RP=qacgc{s)N~S$KyVuQhF3B2mUAqy=&-Y;N)MubZmbv?! zQ2!D7w~>K*c+L0g5eT1U%u>FTl~_RIAO8rgTe0RvVL;y8o=^F)esud`4U6Zl)APLr z=9g+0U*0?&mK07VEF~X=5l%S)^8U4qN71{`=gV&6UJP7h&)}tyIp_CYZbWtmhQ<;B znX6&37AO8CKLgoikLK_YztXBxA-R((vm3KuPu{BULy@Sz8-Dd3JtkLqdxt>k8=?={ zS49YR`6|aX`Ge_ktuhh01a>grNl#-N4Ah@)RimrU*8b_r9jJe{{o6z{$9&Hvf_c&A zhV?{39f#-H(}b$AP+QKC_gd9+k6d?SUmASF9ADuAeWocIcQ1l_Xz`R62mF6JdsKTE z(jA8A{9vHjyhxq|ETJ*VnoPT)?AES@TRA{x~nqn5Z2 zPOdh-^rw>0x9~(%J|!X#7yvEA{(YYcCIT4SCwVd3KJkx7f#7qj$wwUH*(jftSb5v- z3I006fxKX>V%d~w60-3r9GNO_yCtQzj|*$PrxOvaUp7yGL%_14m7`tp>m_Z1G0hA6 z(4Q>=ba>_vu=wE<_{@W3E2k^EkfYRaJP<8{jIj5 zQ`)}CK>y{6#P57xVg9AOfOB>Hzr()mq11oF!H7$RS7ss{kura=P)7zAPpPbfKQ5*s@u`H-D9HrKT`w?mNYZ9`eBen?}jbKgxR$ivyF0A)CGJxyCY?e)?c zt#^Tj1TOA6E87$)*2xF{!IO3>_$0*wkMOqPPQ#zBnFYC?pp!u; z=lrNvw2# z3QKDVNo(a5PtR}Mk($J~qI9rN?iXo$e#&EX`<$I{cHoCJWtseYkI~<-5eoj_QaL-0 z-ePV%rN$jD%(a=-W9$ zt#fhI_~K`kvglh5pME;^FN}w(y!}}A)7SM$_rs!mMxwQBl98K)J(Vpl!Skq-W0}dG zK2z(^-6Y>2Pd-aka*kUotwk)jKt4qwF!p+*r+Oc*n8x=7Q6bV%776%9PbCt{sGrKb zhICZB6O8DuJ1kYVNZQp{w(YY-74~cA>!oaw6tA%i-*pRB&bq+x$Z#7Goc17ZX|BFT zdISm^{-Mrbib~*{WdB)lPuBL4CxwXqEC*e))qj@H8fC9E2kMs`pMOAZ$5h2v3V#9!Us?4(G;1Tb%VhaV>i{> z=OnxC3Sx#^o7cUYP=~znu>MLBhxD zB^s8n#Gl|~RfGrj``+qv2@pdYn~RSz2s^^4Z>GNZ6s@niFD|(`h(C4Ni-3*L_Y8Zp zExp{8CgM3#G;-gvd81;}#`s#SS{=s9gflUV#8Rm({2@2UJ9nXrkr-%{INa*h>c9`@ zblS?*ty0K2U9rh6q1H&P4l4xTqMnL8tYLE8@GAsGNh?uS)r~@b%Y^Sz-(4S4zUbR# ztKma%#2j__jnS*SA{9d03V=epl%3Y<(R1|qH0DCxZK;rrLU82wT{=$Eq6`e>)ph5x zem+I_&)J1Z3#D625IY!A9eWWZB&kHU&*L;!Mn)Or&pD*aV9KT~PLY(k(5wWiF(;lNoG zYf-7DjT7pUdsXF^?`hx%4R>|_*cClToha`JWf=(!)B{f#Y4cj!3|P|`9SZgd3pk!# zRI6UXchHLnE|=(E8LZ$++S1%|{^+||)Y78T#6~XNrn`xGCPDz2u--pf9@jFrGjzgx zh22{gnH6Gh_9b6+%j#x?qxamNT&1;o1^6_;k#q8H^Er|hgxc#9mh(LB=JnzehbjW? zJtuuPtCVZi!trgkqFfJtP%<%2y7_%m`D%Q_KmU03ZtT9hgi|dc!`st*07uX4>-Z_} zh&bIz*%~j|G;8%nN}24lV{oQ>Nye5buJ*{mTz5A4b3av^;720gXL;%9Mv{tU7jT_1 zOi!t|QV*Qc=T~BEvW{4MQ9D5E#3vJL>=3YXU<4ZJ~Y@Tnz4s^D@|`9 z40Tj9I93+;1WuDLJqf#HN+x>gl#<^+;!V+lqv3|S*(GkEuzDnkdMpV90w+4Cwzg}@ zxdxWRdlhF>JO4NxtDFxliT0B6nJvdW;PAOGJ!(B=%IaeLKxyuZ{om?c{EZ{R;!M$G zb?#ov3y7g|PlB{8;oAAew%#(h-dg^!a=3f&TL0$_Nv>YT6RDESLgDChIC8>vvfL3+ z6_RK;FSFkJk<;RSp|E|&>W(GVz*At!WWeKmvERirR2w{!NBTXOqK0OoAo3dje=}KO zml}z^Dr2x2I_xaa-RWnJhc%{fPK5wXp~THdP0L~+!^BA%be1d`+hG1qrGrCiCxx7_ zESdehIJdDS9fNcC7vGJ)A13w)yXP+5TzU9qO;l%3hcHJ2hsCa@7d?l$%AKVfu2(xm z(KH?O29jhIxLU59amsQX!h1Dmb@ocHl~3 zX5Q_#KWAA-;-lW!uSA z!$0eb-#9+;%F0)`*h2aazf+mBgII_(qwEHswurgWSqI_`iQ6~V9hmIbBJWBYmP?c! zu$h{g!sa;+OF*iak+}iV)*M62N2c70cCj#h=~eb5%Ej}Qf+5&zy*B;6y*6g&>EpBO zQF(o&?fe=Rd??nLHv@%T+3^oo)8LYUHKL9irgpp^u)MmwUl?zQ%1x7^L+r;L=2ese z4_Rd1M(PX^uS5AFSbTbdVrDtO74`rHzo;)qpVf%UB@0$rO1!xl&f&t}fqR?hl3?5u ziq8MN6itxQ><^^!tVee%f4^pX0&z1*f|WnKzpO5pA8jnt>I+olR@6v;i0E>+goKAX z;gy^*z3?Mct;yLtLiiS;GWGtg+*VD#;IF?EmI6^h1<_Acl*^O9pV%OrTIES(`Ch_F z1}cqSE*W@I$=F87@bxbS-86C2u7kYz!w2-%dZe&6voF5MQm&m(nm#_KB-PfMCvJ7B z%{4}Q2~*i~WqxAL^7-ThTyKoC3Y6zoD#Wo0s_I zL5M%y$H@aIz^k77lnU;Lf3Dzys!iHV7yVGjYvVhTFIr$|*nOqi_8T_ZQ)xvjt651D?_D z3WIso2HY%jY}%|fwB%j>Gi0?b3eDe0^vRv+a#CC$sJGV1)?6CdrN{e3o@uQ~Psf=Q z(%om*?ttcY(&jZKY65Sbl9lefIwI9YRt)>OessLTRVVlbs~}&Gjx^fW)qGj#?4bGr zh0JFXK0N*83fzm$@ITkrAY4vb3_eTC4E%vl#L2k-eg>d zN8@bCx@3(>n=-xkQ7A^!11gX~7~M{)f> zyxbp5x~UH+PM!D-DPO217VK5n3G_ofRsV>ADF^3q>`cWhvqTKuj}&-6V9|utb19Iv z_fXHIP~W6)MOi^%2IQKa;`Z02zaJ(@2T+9FoJFinvPkikJwE?%4ciGO;LrZPQKnaQ z-*}5fi}#dKvJK$Axq96+P|7IYFxcD*2-gL=W{(G!k0WK%P^Yze4LSXt$f$9022^}_ zJA1#2P^Wy9q7R5&%9r$aR)^P6TAl(7mgV-^wvqmpewfCoF=34UR##W0g{`-If;lSFFy(e(DYRYQxvt?b)7^9aypRy`*1 z#EDh*HXz6wVyb96`4Hb2ZXMU`&K;B5dQXg?-oTnVvn?7uMM|HM5e|*nSJxHWoGcwq z!8>V<`5_TLLKldF^o5?@O=4-Ve_!Vca-p{4Hi* zZJ#+RQ?k6NBKx_oQ)<&dn<~=E+j~5G`gRMkCRiu$USYP|L!0lnTS{zd_I5xWKedd3 zUKr~O(rWk&z35pODL>RJb_)Xwz_i|5cir+j5wO{P6)$I)mJ+-;B zMJ}Q4F!a9a(hKt39OS4HLkC?Ah`huR(P%UV{oMNa+|DarOeNf^_C~Tm*Tgz#M@w%J^MWuPcf;VM~FSLOBK}mdm zr%#3D<3(&acrzDzTrG%7fp029h~!Ba_2Ogv)UVdGMeBd|~fVk=|R{m9QT}7@kU&$S} zneqY}J)0yP^b^HlAu>|9yaa4``VDc~{uCx?uo=F48CSICa_*^v5?&;Zto+GxX#tq; zvj1;}#Q$d0>{8YQe*H^NK07sX`9Pg&I}kbtKx^;2<9~BlWwEPP4%C&K*RIacLys=) z3%kPY(+)!I#)VU;0={|J@}u0m+TWM3yN#TM*o@JNZzwuMLr(L{>J;eL`CmWX?OL7k zYe*RTs)hP$|X_evYq1n3! zJC0e8aZw5Jy!0IjoI%OVR})&cha6r>epRRZsQcoF)v$T?bK#G7%@@d4q58z7HtPjb zx|rihO_oNmx`E; z&UvR03PfD`C{@sl1BXQij0zqt)?6dMUi zDJ(lw_NY{qyc;d5v@9+k=8{p8+ariyPau%AHZT32a+ni#Qz9rgi(?eL^6`^u?2z*f zdqs@sE?o$p7c#t(pZ80Gxsw;mKL{J>7E=d!rJ zFzt%h&t4}J)T0YfN+(FoO)p3tVpz{@L*g0!=F2g(zUvaM2b%?T#j&Thwdi85P`^h+ zIQ0r%Zd{{qjVv>7X6E(gmfO7|uDT4nwR|4wqV|(p67PR3qwY?0yfTQ%k6251SSckc z{b2`&%{7&GfqH73eZO%n9|yq0Q8B8QX6Gwlion{^hHzdIAWlA9ZzL4CiO zsS+Ntt%e{M>qa?+;i~hnGUrZgcA)5EZ!!-{t7)#&r6)hK4~w%m>+ax4cj{$0 z6HqiI$kT!&qE0*i+p;A96kSs#T!c8M|4r3>&${#1@(;S_MXF6Jc@3~zhbk`oHLzI^ zlRtVB!xVQ&X~(?S_GBS>Jyy+2rW!5RY%`bsq(ytyN;dt~Y;uXsnfkFVCw>B&9|p47 z1L2a^PR~Gygmia-d}=O#wOi17SEfxOlJx1v`>7ldp%NF38pif46xFRK{%BR$o8LdA z;KrjB!vh0XR|l-z5JeMW2p)))KT3DimFi0;CBCadF!D+wzmT{C zuy6(o1#-A}b?*#T2Fps8TqF-rxCQ#I--4J3wQUif@;J3Wy-n@nwZt7#+lIEiFDq~` z%ggQ-(t0<0@wbUASug6`8>bTUN@)ZXVXmB&)!uz~ z_>Zas_qBR)yewoTCnGFlHFYCuP9EOw)34?gK3(AGxQA=}Bitkn5gXDoeM!(jol0Se zcM8Mrkfz0*aqKHf55QTUtj18r=BHBJDy{Ij#f}$YQR>eYwe>SjypriBEuenKaYWzg zDJ^xBra~Z@v-!Dye zYpl%6WUW%|TZ9AR6x&>0L|I<|Zbn{mSMR+6Hr>KXUM$7t>P17qoFPl>^;u)!@haWH zMZiQPsiMyG5addRp785a4O0qmzHIqnkbM2mY&RNlh$`|y_Rtk zID8()a{lF8d`qje$vS+-l)lIKCD1)C(Ps(PI4(qhE8HWcfHp~ZTKZkP=rs6N(yyH) z>KJwhmlYqIBGy&>*e2nkp(A|d!@;7{jw(*!LJEk z2b;t6ixXz=?bIS$6y7JT%xZ^kqew=>!(KMTz@*z;v4K$dVwE0akHeJspQ`iiR zFH;hRjOlAY48l1tydvC*)=G2*C4x8axSQD3!;$e3+zAm`go(G6y@G=NKkBLYOO>?N z=4n?*Zh6miesoA_Ep7T8>>nQi>;Mj@x!G>&ySkkZ@L({@rOaY$JWchpWdCFQcLrLh z$Vr8Kt{(k+j%R5tOIxk~P{e!Muk;^{kXUy(W5&K9a+$^GNa5Nq(;#hda8#J>9*?s# zU?8dZZ)pntQ42R%VWOKAB_v0Gnt5f+A8uTSy#<$a>sPnL;ei%TD$lC5fu+1r{H=nx zpfcrdGk4~pn#{TPg>xvh9pf#{?zTRo;Md&yY|IX+X(QWw+8VdUvR1pZ zJkZ5)o6tst;d0_!)6I?*x;&x^$r5g-@!lW(soVVaCHu}k0Cq-v;1+~`Cl*U9*Bif+ zZh74rr-_p&oHvb`6}gD;T+X(2nJtfrZD}`(|Bm|OeQ4aRuW|rkVMGDickDLfEzC==6lSjkxcOdMfg+|=V0xV|gFGV$m0IteK*6hQ!>LQ3ce5w-1QhDirXxE{)SvqScy5zgPyWfX>i5*b zO!36vS|$@p|IS$73&5WVU;uH=-jhWEGLatEMmHi)6SGYZBb!9zNRPq45Z(L7neo0-nwF4ix0HF~riMW^tr3Q-XuyzhQsB&7vQ*)fgVJKOT9fP+ApDoi z2m5)Nje0#bN~(KNM`28Bm@)u^Y58TXy5`ZTOO@dO_N4QJ`q^8xS69xEb`%7a^%fj$ zQK=Sr?N&7bDEIc?^Jhh!h`Ol@-i$Y$?im%36C&zLW>42oT#awVUisk`Me%$!`~dYZ zJZO9p#EQ-Ps;CJmQ2By#N{}Lw+*eQx(h19T`FgDhEyK;d4Psu+2Y7Mf$=7A97QQo@ zdTthkjPqXvNrA_&E-!t#Fhn^(gMp#Zp#qf$@T5zB%69+UN$ruZdyU1CZqxwPWGrGRMZ< zk&3E{J=4oKRrAfq?UB}*1RvHdk2zB<6?UOicy#!o{QgYpu}MCt7c!-H%VXMZmG z-p9lhuF2Cdm!#y7CWHmG#?pQ$fR7l~X{-NJ&cY3*idF`{`XV2m5 zXFYWxQ^lc{n{U^y%dY1RtaZIUrdq>Vr*oelgQQ84ix4!#2!mQ?pr7z154M&$Ehb;c zyNQS)JY+hAsMJI}pu>?+@k*=!V#a{TM&1 zlplqb zXnOU6iUE!`SHJaRsK$eM!@=;cPbr?w^0lz_^B*(ksY3JRL@E4X^w8tyqnF+Bw?-Ja z9{F|wdA{|AcaVC})LgqAj89=2;O`DJ%L4R!WUD$&!b|6i6V*2#uvSTT% zuHu5|Scl-snM~yKZPDcLB`E6+C_Gv$G-1xpPQ4yP~Bt)*+I zNuMop_8L?y3tB$Ltc9YN#moCU{KhFx;n@Cxh9v{Pn@v`%>GAN$`GEez@?p*^nr?2C z^>MO7{F1jq`4t}kIwalYo8SDFt7O4jq3Hzrxt)HksNB@RPv73kuU`f(v*s)?p?<>Q zRO*+p<&g>21mi@@1n%M8EcBXo^-GO|XD5;!7IK^BHHN*#gB{j}`pp}B$8MbypOpH> z@RDEv!n#F}_vgwb1V`F4E2Y>CPjq3;Sr^_hTlYF;t#5L&#JYu$tBPNv&NoRHU*N6J z&5z}*LolPX&Uq*26uY}ix^lbQ_Zs|%8ohLNj6u1rk@<+({Q*!TLOI{P+K*aOM0K`C zT>Fw2ZM##|`_z|1%erQufRc^~j_fQCjV(3>7gXZk18g+TJbnOFEH>ITzH5b?YIx`} zQ`J9>Jq~T~&)u6j+P{1B{`AR1ERSd2hF^DSUbAUGx8U&!kPU_@V9GmCVGZ zjZvL5eND3;aFX04`Z~V8yWM2w)ZU==TCp0wj%MmTS__-7<3930@n{Li!}37YeI8cs zTvy!38xp>lT8C887b!!OyRcM$`dhcj4{aOR(s$*?*1ggw%I^#8c} z@<6D!_y6u~krpbqFa~uMx0EF&##*`2hNQA&DHCI<7-L_PLd8hRz9c34B*|_P8QCW5 zL>LS+F&GR6V`hHmP50i<_xIPl&pFTYdY*IUobx`zMwgZ56H5K)+GcsA8V}~X$&GCA+xiWzqn4yBBxiqt4~>7^)VzJ zRYUlWMpQfk%X__^S7+Bxnou&;zut-3jg(z1X#Orgi)KsB3L*XGrt*L{3j0yEyy$=o zv9ac%xXY(tuk1j|=~K9nfbGIp6E^AF|eC# zq*2KyX^#F}W@_kvFr6}t|Iyc?sH%X7eS(M*yhBSmg)*-RadeqY2RN>7EnX zGD!pcQh`yQcdj?DQ9fU*TXKXyTi>AURyR+vnca>S_EcczBCwR-wSMqe-0*plYTS((9F}J>)wkvL$Eeym@$X0X9I)dwC(E> z39Gj~u=gFG1>chIF7M)mz$H2RWb+H~eJ#0d1&E(uH~pDu3B#N2)`&qD6m_dFN5Zu^)^ab<@jg0z zSKgYz{0>r1<0lG}yjGn%KY><=ZEC(ygCX{Dja0b}Qz4%|fc z1F?%67jkPd?G(m83>6dKZIU_Oawv6gz@mBDjnU8>3gfSbikVJZw{#u70`f%y7OMyD zWlRWyfWbzBIvlC^8z&2c!8K3uT5x|tWQUfDrjPMtuXVIV!J&(KtRn`4#w!_fys8c~ zIcTf?pdjtNQ7Kpg(w@o>$pwbJ)wr&|BkPoJcWH%P;aDZu1{OIa=2N3KPHAOLzabUw zyb#F<`nsKZDWNZmE1Gb3vzWC?d;&QYzX$rLPUI8r4vM_LIc0vj1a{yzE=`sTycG6>0;E;^wls+pdzm^Fu{+ZD z44XStOn-IHfx1gZob`D6M=glR{9EfAD6UzbcPJ?>d6VA*E0MjljvDcRMfkDr0tWTp zqYyFE{($gItXMmAX5htD;#eo*`P&aa2J+Ry>zT_%6J@IdniE&VGD(XHXb`hBp5Sk= z_W1%@{f@e9>Izo^uVfj0biBBAN_@)?u={IpGO|a-Y~?ngT`=q_ae<@e|94~$(|YB$ zOY1L&cyPK60%NdqAZBNW#SGLYWq584L{mEoD002Kh!|X({2n`>G+L$Z`Z7V zkFFs6aW=I==|p|w!=>BGU!c?++qxZE1%LeR7rv2qZ)?-(uZrkJOdZhH9VnY5+b{^8|%VpTJI^;BV^V=v4T)iskTce;e7Y+BV2^;mmaYow& zr^Ow?XH4)XPPjiPu4(c`*k)qE89FceCiV_ha4*eFrVAe0#9ml!@rc8>BU7n5)!4b` z!0PKhZ-DdJvd3p|Ue&fv#^5{M+vr<*0XVN*oiy9Hds?oLca4S6c#G{4)Ob4p1qUPJ;_EnERisvMy59)|{%WatXp$;4T8N-cb^sFMuc2yaQdV z!c=tZKJ$BnzS8lG`(Naq1*FZBv_PfW?o!)$o6_S@%~^#ThAU((E(DH_msKk)jf4ZC9j84Pl3=* zJBlV=9c*ZzU9GMBdo@t|M`?xZC$M${fwMmFv#!Q>DSa?{1L8>0KVC{b@2tN5sg6Zl z$;ADG`gShoYHKdsq%H?tvyQHhxYd$p?9{1qUf&v5zxCEJ5I5D3<8SVXxOb}O83+$K zA7qlJpl|2%J`O}trExB27M`(#uahxrizY4~Y%p4*vtlYwoIe;wWgXe{VcgQL`{9Ny z78gK-S(cQ6zBLFt-e`Fln5;BgOHXl0y{R8BKw}PCT(f>y-w1&vYkxggI`Jn^j&*+E z*j({=;G1jKq4g2Bk70bgz1^T@+p_^QjZwiNA*Na3;)F$u=k)H?lKS+4a3XKBuI9Uv zTV8SQsitSsB~jppIE>R$V?s{TUk}&mWW$`4@cd#b3B~734xG_J6}xu5Vf_lxiD#t- zWGbZEtke2ZO24Wdab3TpZbLc{;OYJ-rngE%iNApE#Kv0)Wn5S*YaNv1Zj!THd1I=! z;}aCUbMZ`y({Qbf{#qzc%H9+0?>li~A+33m3=a^pOIx|~m13$Hh~$L#nv|R^UIx2A z2l}_I$uvjj^r&^-_b!+H9STeOA-qpDTmrI z&}O4OBf#Sdc&uM(gmRam$FygAS6GY*z)kYBc-EjUK^mcEd@~4%=dw64@4Sla zf{?Cjk9cDUcLj(TP93}Hu9)jNxC|22$gphyV+>$C@O%itW!Ar>ghz5ijsU#Vk1`17 zN>gWXFgsSwxdxph6>8oK3$x$(v5Rk0J}@{30=*(ZTvey)_>$;nVju*-;oE(Tx;_KX z9gmPJw-*~oy7__6>wiL@=8=1Rb29VbdNcRju;l!;9&CW-_o@i6Cbs77^n6%0i-o&L zAA$k|6mx0Y2p0zW3=r#oQ_rdE|FTqMLo6XJd29V#2jbY1Xa-&Hm%jRo-88?rDn7C( z`d8!uzve15PZX#4PxsdLL$i+R$KH10 z1eB5txY$)Cn}%T@@l4+?U1Ic0B%vjfhYS*P9iORsQ>!(RP7R-J6e7t;tY_nyOCt-t zm~Y~`LR1T>G&C~7fa|iV9?ACe8D!j$TENdzm89l|eHsBAp&`1?XE>btFq&qQLk|?e2!5D4S&KrB`lUX+bCvvy=|RRlo2|kBlsz>AkVJ&aTI&-BY>3Sbyv#MX&Z< z!Y)S9)y1#b2_8~DP^y_{;&=C&a@`kr7yEpDg>f#NeS~JGo{i6mun&wT%TbrFS$X>{ zsibH-aO13)Hjm3Ocz5`GbwyLqj)n*3_#f(l$B#Q`C4v>-E=F2-TmMm1M;iD3P2~e| z3!Q^y@yeogyM;moi?k&AB-nFHPrYd7f5=8k&%vLx_fJY=T#zfNWm|_PT zviC6WC^oW~*hthkhtFLh9G?9m)hxJBwhAS_Vzw37OfWY)VL1NFX+9`)UE^~5A?0!F zdG)HI;+r%L&KY<3Ikz@k>P{7U-YNIj2i55fM)fVe>>lhvPAj$sV-uYdmPi+_9DV8P zIakwdw3a+IqJ7?><=kKbbv~ibh*svp-y{%~I^OyHQ9=RE+|4R)C?!=zVaa9yJABnG z!AjP*Jkqr8yHc_7%R%|r*h6x1thP&9Cuk8S?vu$wDS0>lZkhZ6e-`RKIy%}|5w=^o znE!e(?**Ow_3MJ?P8mA~X~O^!{>W8KTaQxK6Qt3C&E~>H`IKT5z5F<_a4_$s3%6=H zMN)Ax;W^5eP_5jE6ILx0zZgMh=vK_uMq;-VH~a`+iM|`4L`|uEU{1EwKs}X|c1%%8 z*hL}-N6dyaAVURb1GwR0>zU2mxIwX7#BjrEGYMwt#aTUWxTN%?I$G&K4;rKHIj^eo z9n*H>w3aRZK!X5`zC*U2wIFR5px))b_d;|IoN2@@SJ~1#dmxwD*|tCr2FM0#Itjm6 z+M|RW)+FN#9?c%eaUE&%*WiyVuL#4i^+1G6fLrUiM+6_-cm>E;q6K`6wio^xLtkR6 zF`D3Am6r7t*HA;qta=?w&>Im(ZM^p(^n|oGb?L*C$_IK%U>ixZOxKYw@GHp&>@4z> z=isJx(gn~+SV(bz_*kr4Z326W3cJOCj4H;#ps-?M{_J>{^A0T{fq;ylj`r=?-CVp& zKaEPE)Q2L49ty4#f1R&6Dz;C=ZrnN&qO|a$ZQUj^Vjomc5X8EC3uiByFk{&DOTN&E zdf5rRdSbla(@1eOn))BI>uU43hFe>9t3lnn*;m~`8zqD}>Ja&=I6)f+s)##f7uhts z*QfPe{ZG*vJ_XND-cy&j(>t)ybCf$g#uTm=2vnV}PSA~HXv|nk--kCY+xPn`KSC*1 zXH2i`8a>&jNF97~4vrq5@*sz+3ei@N1L}HAH}<6rc0WBH!~C)dm%u(m`ybk(`QsP2 z|0+C)>w7X&D0~X1>Vwx`L+Wz*1NoHIT*kKhooLe*7|hT+5a&k;;w}k^g`!?4Xa?35~9?eZq{+`UNudU;@}6akkCHk!)`CNG<&4 zjN!cVMVKt+N{hNrv_7?;qef^KJIIPONtLndQS-HxTl-pP6 z5pXTq6``hMigKm!ZseZ=(a60jQukRGQf1s{5=@m3lL=K;!IuEpxoQK4Hg{ia+^Myq zSmoA!#>#OJPAFXrdqkl1fTF7qG8_B15DW`*sMP4=hSEwDnzfXEmcxuSU{`WZ zs`*7W6aWLK6xRC{yOu*EI>4-US%*<@9}ZpNn=E zBSQO|$H>;Zh_43abxf%^`{19a2F_65p`L-+aJp6;C_u~@%u997WvYL*bRz(^S1USG z9yK?ugx(JJ<16t-eiG0cw%SZZ~gGc zW$VqQt*I7xFbhdC(>1#!XiI#hxN4d}pxV}A%zVOC_8XF^`24_rTthGFbUuf-9H@40 zBhvq3ggv4A6lLd#V~VzH{ai}Mzt0RJ?_qsA_#0qyfzw?tnOiUiXKnTZdR@-HH18E# zUo!Qn`=R#gjd%Fw9jXpPM++A9vvhw}o`P5U;rA>kL^S7cI(Dqw-32;yUhGOo|EzNG zzBX#zZUZVbc?R-VYa~8}K;qZnwqQ0b7;5Dxwn{3x!{JdT0#o9*QI~M?a!xC1^c&hu z(#G59*LwE5STRJH$jea@Y12hayzMg8kQ&+E{x@tc<-FtPz?GZM!ZOvq{SP07E>#IbU!%WN?}mR{ zy~%Bpc1_mTYTmP!d02J&EtE-;#wW`*xh6Yg9wwc8*ueS&uuHE{13UlNm(%Omgtg4r z?eaO7Cd`Nqs=1_E;Bj|{uJ-=$S?YVrg=aq;%gAZ5|J*@ zp}O7h?TWQ)*Y-kZ-aFn!*d3wsu)v*{J4NyQFB^6~y`YWhViFq}1{ag{{sjGE8CMlF z`VP6@?)1@g637;68x|9>^W_`Z1XJH3#Xyg8A#AbHb$1i`l7JZW6mE`@}*7$jQOtUAg^Ap1r z?yy580il!HhYyLq|7&DOjK#g3PDjqI)IDRLxD~0!(~YE)GmGi>5~4DR56l-kqwa4%E`Vly#|U@2;|Q3fxKTULL>NesDnElXTDh!eG;WqBBS1Y=4`lvr*CovlxxxDc2kZ5Fh6JtM%BSlx9 zxD@)4Vx0SDM*HTV+~m*Y80$^Wf9~`(>UOg9<^Jddl^B@Kb$Y$BtLq}@louWQjWU*> zkeN7dL(_iAwK4IaL0hoZwkpWG>UL7LO|}!%c`rF?DX!C%8j5rqB3kuL(@eKTkq@Z` z&jP>-$89N;6HsQX7wpN~JL|bMPOmj8vet)0jI;g|nxYLMSy9zc`7A^!vOS7;WQ{N& z)9F=3Q&z9DAHC}|YTId+D4x=4mL!|2SdgS?$V{o~H1AoBT;pc`VJN?F%^74bYqq=8 zV-s`NK@m|`T&)n^Ng&daW2A{AZ)Blz`C8|Pb6`M`O?Sbf|5_JR;AHv6A>(jPid|+} z#Z@3j8lk^XX*0Ll<-9M+XrU6c#+vhTMk=?{#g#A!-M06`I=`O5H8A(y@`K38gebsh%LU zUY09x444O3>TXlRhss_JrATJN93*r#gs2$;Bt16g7nSAqt+wRf_h7-eJ?;Xlz1}&) z=}^OI0W`~G!NI;rN_?8S(1J}OB5NpLc_+X&h}0%J^fcWszINj01!FjS>418+lpD5Z zbxYv*Bh+qYw?mJ@c6z_q!-PAlyWrYmc+8GJ9BO7v_Uf z;IIPwvcu~K!dTp|UpSSlFuvJmm#;e`dfqT~w8xgUValJM)EK`A}PDdf-A^N8{p-z~=JKnQiwJc@)CLZ0t+MOeq~xmHr8f z2b2wzY2y!Hj6WE6y4g1@4s5M z;IU6vM{i&yAYr8B%6hh#e?WezaogmbW?9RXvj_Gf}I}w!lfVc@-tI`aM`$p^3EJI-I{BAKoo( z{FwrHn_Sv1l81E(_yr#wa1dvQaH_V3pX%UbJ3L2q~>uHC*+u? ze3ye~f|~{SQa980N$756os+X(GPv?t!8jl+caac5c#%oFSGe(LW^rh611F5mA5aSo ze#INPr!pk6MU?NO(>NAv97%|vbsMB+gw*() zsv40vf#B_nJbb>cmG)4qHHSi1>;AeFL*c*q5F$_^H1oBP%i(8j69<285D0zPi#d1i zkUx7yuZ}Pv(4edE*|v=3OAkVaJ7xu1 zR#R66ez&4T^-a4mmo};ftMNAeHaI*k9N#Cc#PX)E56*M?q@kuK7ae zfhh=OS$LCAcqPAlarHNqU^#xshV-vV!F=uDPc4+M!TUd<-_t0;B_= z{>ti#Rsa!T`qOo-VrF9bfjtn6H&0JPkU!5PK(zxB+Mdh`beSx({~z5$_wAKv(W3$U zDBTVBjy>m9ecXQIm!vsvyVq|QzXx9={}wm%?M-N(!aYGw^ti^SeNAkGADfkaX;*&8 z=D!4&ceZka>?G9buK!i)UZva5#_0>?$8MlI`Zs_J@xB8SsAlR?zwfUel#O8^>Q5!k4YU7ij0E zq&}^3+3D}Lga2mko9|k3{U0sfPtsOb{A|o+Bj+XpJWdp90wZuMf07yedg8tRae0YI z-|17g0_;U^2LyX`E{6DTSn5;w`I~m-kW+G*f{TSz(0=#T;GimX$=Wye?*{n^>!#Lp z_Mdk`-AHv2>x)y|<30_aniK2xl)J#IkHVj|)8%k4@f$V8C`J7iuZ}%%^Ou6`I$+7s z58jb^@I&-Z$R><4V|Q$(_nq^3CjCl%rTMR?$F#uL0;(SnQ)I)sZ2u0qosqxTdH1uI zt*)|agV6hj?m8pOf+2;!iEB3QYkGWyWD+5-vdMR62=iHrh+o?08Wp|g>)B|! zk@D%6E+-*D9qDsTyX|g;?Z@BzqP*e(-}83=P2-kbUl1u>or^jX*Zi_=&V6p!;jg=E z@7aXKyvo-cEfiEreSTvXF}| zD&IpFyQ&v~bLe?)8)<{;e?TkOYNT17Fvv-Y8+F9dbnZUsiby?}OY7Boj7204te9V)ED}b6PFMq*=Hxr3|Dl*tern5Ns+9bB2PJ{8J@ZGzWI?| z_Xn%X#ofiDT1KfK7}72Dme#bYRE^S|42f| zYvYIOGn}=Ib9$YdsKNN%mFLV_i(@6ybb50Px;-2LsY>GlteoM{t);2`UgTXi6BT(G ziyyy?y!*Pd0H`V$m->0?2+{gUuswpEWE3b({Zo}>)IND|<_dD!a#b;}w|gFM?zPoJ zp46)PKDj5R!D;7+HzPi;1i9N$tcBs8Z@k~_d{18r4Y-ZKLf7?&{B;-Xvo+^z+!Jq` zam!@W)g6#6waWD$b9quOq#1qcV&v7D0{XFpPCh8HpjrpZ%vWv1&QXH7TK9p~_N3Nt z@E&r3NeGhq1dKjrL>ot0jt5NFSzx+a&Cg%_8Q00ibp{R_B`N*^(*M6mBE!GTg=fdsp~ zscLpc3xIZ`xCnLGU9II2Lx5|-87m7 zjG>TCe)&b4zmmWb&{P>{dUtpvxw9VglkxqUNNn_2iWTDfnRw+OF@snR+!WqsR1tO# z&S^`aE2z`A4eg3m$2BH6?M=a+af<*RT_yP2p%nQCdKX8|%AyH>(5;l=cE=5l!%tiz zh+6Lo2TtDh>fzY>BXlbhIPldjvwuG>fN#~5do})9z5XE1Qw1Il_;G-Lt2`=fKM*kr zM4Z67p56mQxJP`2Z^1sfk1f0;r2I%Gi6bpqi!?h5V2dOMFrq2g%~+sBxG#S3s$1LM z)&sJblr31@&2+0_patbb&ey^FNJkPF4K&nsMCSI4`zbflW?7755pqxNk=)AbtL@*)zE`&u!AZ8$wIn=>tw zo||eh9;6F?n<`jG>>Thi=Y^z-g|r>UAwuqVJuLiwF)QsB{c3$n&|^Qmkcxw(-x{V0 z=Wsmj?EPZuQy@SEoBu47c$7YWVZe8zjxN)HQ{C?Y7!E z*q+s8X>T=Z&M;m**-{mKG4KLFv+VU)6J4k) zwC_Ifzgt=|Y7PM+BW-Nm}Nex1(;2AHGC+*12^3ZK1dyUPjwRlp`p`YJ%tS;%3BNASH2fq67GAl#(RZ zudkri^H5JqBvn5)54^n+m+xAAjTCbYk~&?t`^Q&daxMH^@C6^BtMY_zA33&8((V44 z^H8JtM7sCgK;z^zkvC+lEfc6+lxK`RDMCb*k+h#g0h)SOY5j1DwJm{OB45g`q)KwV zBbg<$dq{Z^o^IjXpM3YkFRH>+PmWZW_Dlp z8dh4*7_d**Gv9-Kt#>1?1e0DjrNnVN+Jcb{v2b^buVWtfM~&d3TEGIJ1Ot+)9Jp+; zGBHC5h;APCPOes_w!t~Fzmh4f0zJ?~3iPxVA}}VS#1&}YjUcrHg-ThIbvFm|+yq-985J!Y@sEb!HBou)c8zQ-mp7L zt}$RRzUDu&h7~tF8N8%xWow+Z@4#%IP3;5qub$)WD}Kijdmp(R*(TeNPA13Z>>M`r zJtAB0&Kz(H)J|kx9f8H)e^g|}kt)E;ndZf|uybiXh`5?Ms5B|F9$~NeH`OEuQyuQmby^fck++h480*9b^WKXYqO1Ci#wTYMtkbA zBpPku9dwkjX>_H+n&Z_oqgd?9>p;b=A&~m#0I7Y?4F&YhhF?M{Et1pbg@=&;QW~}(Uy!f=(r84P(Z*VU)!6)-p1{4KGuJ9t z9u}O)jcMEcXnLi>f)nSm6wpK!X-0^l0|S*kRiWy*P~uA$3wp>?eWk@=uC$ZvfHU}E z257^@W8|4w@yrg#)VH?l$hwKjN1}T2>VH9f&98jZUU8iOwc8jh=r|+%T(rp`RCOTd zYoy8lO*wr?`+oRV z0jKhj9A)RK;K0BtX8FQ`+~AMpToQ%Zw;eu(HZZEJ!6htEG~t=t$;O*xa%MS>{$FZ$ zG0#67^&wpnIk}=?*AvWii(D+0A=(w9G8m2g!C|o}v@4wZKSklzwgxRLOi5gOkk{xt z2BWeZr(X6?qTPzfVrt`R*NY-7_|-(^?<5?&s-_L70OmgKWK^cDEy0L(Hj^PXi8c_b ztVwI})Z!0Pf2AN*E8)EVAHXXxP=&mE3ps=Q15?0(_7+!u$r)PkY{&=vPZ?8XJ>0eP zBWx++4P8z5?+Xi^Rz&4><(@LeP2v1TQ!fquv<7XtLeDXFfP0C{2|i9&@)+6uF(vp& z^i4xVA$Q&tzZ;AJhUg~?6lKAPmt%{?46ms;=g#J^{e@XazB#h~>bXMA zoPWOkbq+Z)X+O{7;-KAhW^0|fX_P5fC@o((o8#!5$hYeaw@)C4G@PLjZ@F{wdTclM zG$vVy)W4^&!6Sc^JmqVf|Fr;c*A?_{0-*691X`wBH`ZsRwfpPaJI zID5snH*L1Tygj9br$avU6h9sue4DL2&ME6C_F9zK$+G+=wh;K5ryo3PGGXr;y$|u; zp=VQ(6%j`J@-l{XBQK|6*?VPC=T1^Sls_q;){=KhhTeY7G)gg-ygBL=g-9JTm-0|; zY0lG64!>@Q)cH|9@69yr01~Lr1pu-0-O%l3vk4~pf|};>J0n&&F5tL+ zkJx-*e`|4^&Z3*mRYaff75ri1LRYtTQA0LUW_iflMlpTC(Pj(G*i%|0brZ)idwH}0 z=KX>?orOaaF39S%F-}r5m?*7_0q3J+c2cp39!m&<>|luZKB_8}_igo%qFz)=_*Fv>K)s&Z;rrnXE51qy;Vxx{ zXkP=b1{gkPG5~f2OgK<_JRb*bHdRxNs11P|z_yg{A?J%LI)zVw^$d}orH@16E_XHh zI`({cfwo70?rc1P=;#fFkUu(o@V(uA7Coa1>{^E8_9%}U_jaI&J~RkWFMzR4*4zin z(J67{Ju}OMdR1y|r|R`Jm2HwCl?{N(W`+lV32hogC}?Oz3q$h!fV_b24~38g?ngW= zlX}=vH8@f9Wy9-f)XXpb^R2eDz1g!BuNzb#1AI+-mSg*>y-kN|pYPf3zYV^h0H{)Y z|ER9uJV)Mf(8gX;v4}GTP=!$$vzLcN)Upe``=jbAunRJEpbe&>(PDzdUxbJmK!o+7G36NxTFU3%NDe%q!w zfmEpt`gZDO_k&nTAdJqYVs=a%d>YC+-w-fY5LiD}xTv+)3 zKD6QBU;s15GG}or zkmeQPg%hq6j|jgW>}9x%_|+lt$LPOwJ`O*@&YYvQaI0C7vv zd7)gHooyDO6`+)cnSBcPSo9m7oNG7(iZ9Om?k|)(CI3r|BJuqNT-iTzT8hpJ_2roW z6BH7I70SSel2uZQwLA#N>s#O}8b)87kZaGr=eywXLzC*aKtTY~2cDm>dhF{zn(NsT zUu;4X4{%-_aA+&-@=OVc^B-QPZGk&S9!DGe(H10>y8;!DcZqqz6u%%fPqXE>JLK>5 z%SX^P{#dK_dQ!W!v>r)5#g_Y(ynsj1CIbX|(~l+;o%mU_cr@)#ENBN^3nkQ@Z>R#K zE*@%@U&*Pj+LGHLO=35z^lZ`YNgJEIL7S|~I5;C3#XVhPoY}ftk;{l_&0ErrncNll!oke(4`(MBtNkJqjH13&ftGdL+;- zgPd!#`_4x%$D4k!T^yZTx?7C_ekELWnpqpQa-jii>Rw%x@vNE~unKQ71%?F+q1PVC z1f0OzrPiVOBb4aPh*FVlc+aoIeiVp?N?Kra&sRviR?_T%9~E*;nMt*-qQ-3+#}tqX9fAyH%{ksy@?W~5Splp{xLt0kD;=gioBFjU9X6L zk^ZNs^~*wo+$tLwRw-t_gJlZ^W9F4Jt8Ui;t{>GQ@^aeA+IpWsh+&bk9Wt?giLhJ! z@;@k%b5$6|_2z#BkR{Z}2Z()NB2Au1Woo(huk^U*Tepan{8VmQXo#Z7uNMvSr`A=! z(~vJ!J2q*uST!ro=N{*jD{AYn>GFmjW*N7Pvpvzv0wG&aqN340A2au zQY1e}T$j;-dQOkJPO)5Jibk7w=cko3q9h1rE6n&D*Rp>aiC2l#oKlSA7FoFlGz1gM z2;Gu-=;<{j0N%u{HM}zM%-8&&Susyy2O}105lKFGM0r9n4)vT7MOtFUTPRlj0=$O0 z1I$OiCY;*cK$mesvdR$84hd8$D;F9k04saxKc(WuGoML8HL(h(5`qU6SN(ppO1Rp1 zgGq7Ywan--iO#83D<;zhU;#xP2Jl3s5^_heZ1k< zkv|fV=<3<9UM-c{-TP{hj3}_B?iy7(^j)YHdEH=8={k6RiCF#oU!sBlC2Eox5i1%U z2h`DwMqtcnhW}K5HS2hsep}MF?lxlZekfhW#NTi*s3ok|xoR^p3!=lvBA?X=<*I<= z&z_@St%%mtW9qnrP>F;?viw$|ufK$N6N^|0SD}10tmG+cBF}sLKK3I{D}iC&C1$_! zdT$%j6|M|v_TB84mT7;gXS)v4x=#Chj=n9&>Dd}Q28T%{myZ%BVKuG0Z`+L2d%7;F z?6d0s;q_1fI! z8Rz~kj!#k%qYFiL)O`a2KN%u)nrpa@g9gx|J`T0ysGF6Z2Xc+ZyaU;LPDhzkN5B1Q zp8}g|4>HmvmnJy}bn_%cT_B6WF0nIeF?0pH88i%fd1nt@^0wn>Y5cLIak>cOuE*LD!)RN@1zNmXMPqeyf3}0D*9Y? zba)~Q>HkEZbCX;C4470}AFBg1&u02bw@T&t-%e$^*wO#;Dzry*tH-6Cf8r~x_##=d zVWWD=iZoivp02J1HG5TjV1fMDz%><@`{sTJGPzYeE0VJ_2B~?|FduUj`>@XEbmig$ zUa4;i5Rg(_11{laHnnOQzL(twZhxe|VfTJimUB+XdvqGOy5Gdxs4@lI+q(Y-4sok7 z?>()oGi~Kbf7Rc@$)lz#htKMS7Xreev-Zcv3Z6hK{53xFW`8e*7R-*cwbGHTW7QhQ zw3BO$2XT)RTUh@*o7dbiy8+H(OI65jQ%=mRG9!P1HzLhM9s;*~{H(7s379g@uYjk0 zB2hy=ke!Gv1ayz6N2#c-Eg>mbgbDE3FK89GDI17s30p&Km>087nmdR?zCYKrJYMrR zOY388sWlnYz|HCn`DB%xcKvPxl3ou~r7mpwVm+KQ^rO%Pl5*M?FT~PX{6&uWpb~U~ zroM%w2Qgze)y_H@a*j|=GBRu6%FhE!5Lv9-N;P!PV}(mr(c@O7KQ{U!V6k03x1r6s znzvw8{m4v}MKiQbxH(*OJHF;~4)7~|N zt_fYuDEV||H?;DPmRG$jo%zbQOoDitN}$#&$lTE>{B~A*!(-Zb z(r%WHS9#Zya%sr^SSdT5*#$t=42R0uu<^-m$Y2Vz%7|Hfwzsv|26LQ=>R?j6ARB~J zJ*B#(&?#!L#+4{;`tRV^%f+c#Z|R+wn?yZy)VlesA|JDr*m*tt)(l*s`Fb5YTqF zbJF=449zBOVe#%95xt%i9s;HAN?`w9;2jP4=sUmo(T{^}WkpXcE4G@R2DWQ)yB5KE z?D+O{HEVT1I<1L?ulP=at*rrF{{%WFxBuhxn_Cba-A?_A!n;36FOYyNO%8jIt96h* z$?Lt9MtsvS^2TSV1z8!qxGhXC>dl4OxkRiNfAS0}V#7l z>u9f9OFT$DMD0xhEw(jGPb>Nd<@+Xjz8SoQ^={CuK`V18W#MsYC^BCyMLAjzyxP9B zYY8)UqA%L;Jr?)-+053!gl6x!+Q?u*k-wb~W2Yz%?1cG!3HO!ikx=mE%c{Sv9%*&^ ziB^~pCVGBxO>0*&uyMmNR!0`kQftxA4D08Pem1dIcK$G^=+ZRXLlZ6KN5J5%9$BdV zgs- z3hl#Pz>lKUQj9xJgmvxB1nwyV4Vfc%?Sp1lw14?^dJ{4$MzY%d2;dDf-r}-8!{+7x z2GQ#;1{Gw%iS8dw7N4*AQ?$2_`|x>n$ibhPyhw*PISmVwVDO%dIyXRU4BQJA6eNjm zASQbnHL5bt8!@jM@ehiESwJ&tTeN}am+Y8oTi`5OIQseIx{GRFT>sx(bk4aa@-918 zbl%&Fl-R1|%HIVwaY1yKrA7IYPMM&(*vbj$V}W?6=D-usA)d)*e$Zn02R(u$!6}rO!EJ@sO-3vQvcKhMx4uM`W|ow{;j(-?`mYw;>$uY#N8DgeO5lBx7Ov>nrkkf zTXzb;06nB+3+c^UI&Q7`zgC*E0kOgn;=pptkFEaWcDH~h!NBHiA6(b}l3Bm1C9{<5 zL943hi8L+G`(KA7Z!g3I?u39F5243s(FFf;wfz$t8xW6MABj{qQ?2w3K_n42g8$Y@cLaq zD|X*Tj3F)X%73+DSvp-^J#r8A+ivCoRS1-7{fT4XJ<-a!WP08I57@G|HJELEK@0T9 ze$!H8>KWd#HgWU-Q!|wJJc&*V%+4tg-xkIA^A}y!wRKT_emCCEDq&Z1p_37WZlBp@ zku$9RDq%!PiB86B7jPD7$uSTe%VF!ewH2rEG1_l)%gG)&aQ4VQ&F$>saax8nJDhSV z56qGn-G^&`f-}SQw2c2tC0&fFC+3eeCB_YsK7ez}9rI4r%-Rh*Lw&7rjM9;`*s1F| z*qy*viwP}`D61~eALb*bfB)45cePd(PNPe9qXF~yT*-y?{&+DAa zHG7!=9r7b%mii2`od7);p`wd(C)XX-!DI-!5#$07Y(TV{?%z@2HPNe;JdYlcHt6WX z8vSqnmmn7y2(So@4*~*pDsbYjsHXTw!zx8XfF;}x8v(WurFF%Phm;WrDOCooqMiqrf&m}@-jN6K`x-q*OpR&Xx5271 zsaX_*T#3U;gnV{}ewxVDDEf%wU<=2GM0lvLQHS=Pa0T_uo&|j+8sN-NNAH4l{;3*l z!PJX72i_jojR*mj&Y)CCN5X?Oi81uQuZjd`o>Fmn%yfN6KD%%OxL+4)vfA4oN!j=donT=U^z>WVp^W8bKWXTVpaBM|ckr8UXG?;?(H>C02F5d3 zJak~ohIHQXwaQ~J{0YBzgJjh{q)DrVFU}TB13#+E&x4B=Q?J%QKCsGS8?NVpX@F2` zLoEk>)E*A-!xHTcCy`gdGRjNsUL5Sjnr@(98Z~7WKnpqE1APsb-1VlO(kg7pI024W z^-Vi`JTEiV{1;Te7=3Pjoh+g%=+@gD+>3n7N4b-Ax3v#%5|~OnoKmd)8_a=qbhAKe zdx@rh`2S<;%j2Qy{>OV#X+wLKK~kwy_GPSTu{(b>5vNcbj1tTF?$SIsu+HsZjw*;R;z&4&icee}m|)MOWaEC& zy;pA6=ui$E;BZ*ULFpZ6LdksQJ$>1!R_MMUTh_b&Ak95OPuS zQWFRY^4WN(z8Y@l^q9YVZH*a(G_N*gRnC|#Xrw+h>#D`HUb-0B#l8pmt4hYPwP{=Q z6gu}00b5yw)+E8% zFhn1qK7fPLN=V}{>qXg+IFGX%cy3A}K z00*15T>Mb67QSir8KF+Nhh3cLm<&l80XV}EUK&H%2i9dO#U5N+D&_9D+Q~{G>q}&= zbQCELDN61?(YrJYyj5tVH-q^1+4UmO%zy@0hlbNAbN5{JE6qsxgZOa5r^;%t?!6nh zPR4%M_c-f$;{e^Fu7^LnnM+SZzy0U?>#LzOrus`54k=DQ6I{Gbu@C6~8Ay3q zRHbzW5_L}F6rA!MwPMr47QFBvB+;YaNB#jvEt03VrBl)#teKIT@<;rRTqgHmPi9`W z6T{Bm^1_-{#|YHM6jH(;w{O`ZMB zC-kI9CP)43u$29G#7!ZzN_JE1yCE{_TNggofBwF2tqD6M-_#i!I-h1l3c&WR%~t}F z|7tHOYRzQ(?irH)td&2XM$mfY|B1w**~Z~9QybuEtlmr-U2gA4E5PiWm@Nc6NJYaE0R#O z5FRyNSEAQD^2~@rJh&_a)au#ZbX_&+jX=#yPGbtQE;_7UgA`TqV#l{g!K+9`)-03x zxSq5tu^KuXyq>WcR^Y!1{$>0W-pIL}qsIZ|wL#0VQ=hW?HTWm+xpt1^33ASW;ws6` zy0JG!=|5<5XFU`q%9~np`hm+;k}>uGa;_Qf2KpFo5<3s6z`!fqAH+GxJ^_9^7;sqq zAwro;~tryGL*QfT>r1Mglm1c^BQ2NIl=ma;l2Z#@HnbWjxS z?7!TFa=;Dc&i;UawTSoo7m{m%lazC$bM3l7y$&6mufb>PDRJDngH5RD*zJQ3;GmsZ z74^w0AG$Tr!R?MO@rY7I;_Ch;91^VD&#Y9XJYtJuBGAr}hkwY%6UR#ZrLpjY*@LS> z>Vsdh{wjFAeXN9-z%AK5-aA4SXyT0B=YURvPxOE_l^iBCp5>~E=mWZbkD>oF5bNOT zy=v3m;iL=nuay&NTIYZRkpzMoBs=^51NxWbG<`9A43TauF3|xrMZuOLt$$m8H#eT; zY+Fr!_5kBDAav`p(gR9)A{*G{z@|!>BIp1FNLkFTH*K_vDT@j%k5Z>~E{AJRNqvL2 zL1DV~N@LzKtfN3Epoh6r{K^6fX9l##B_9i?0oc@A^9MuAweQ{Ip2Z0BqVr%X9E}lH z7^ry=!k_7-d3OfGmd8sN?kTPMXJ zDh5ONb`9zd_EwI%c&N)BE3gEvv0xT(t;7u58P4Rw`!TF>{j|Qaq8y1NfHaS(WL5NFY_c2~f7er@H=w z@bf+TTfAQiW|c8`+gUDKBR{Dy+#E$YN_809 z+q}O*9BdjaFJRDW(Q8}24{6WIS&r#qLs{@dmU}x*va!ITRbVwrr`9B?!Bh7UYFV$jq zuJZr%V@4g04aw=Z^G&qlCV@;{w^BeRxIC(HbmwcZ6R?%lBA+@%@n_!jfCkd4qB<(7 zA>&=aMThjnwzrGz(BT5iw+`;?NO|xv!)qwyCr~ACLnjfSN}huv?}-9?gtJ2y+#JI~ zA>Dt1J?`*1anMiXoMh)Qu`8z;&`c3=KfDuRpZ}twH4d?&{kUkHsZ!gNcYu_25 zH~QeT-^^+}Aw%l|Udit;N6uz76atRmvHbQ0KY=JpllHg=*J`PH+b@5@Q{9-};EBP- zyA0{#-DeSxYkR25lad{(2*NeDA6Vc_!KsWYLJB2XT)>`20(%Bf&or9Fe$@8xs7*>f zhGl+tkr~WEs-ms*{2o6iT`l{sXRos zz7h$JXN464ti;MI8m;HuuF&}82sS1*2@@%9s<^%2!GA6}PH}e$LOycUmnGQjFKa3L zJ=p&hUZDcMW+rpf{dnsHP9pBtE&@rBy#Zu~4(_UR_RkxBO}p_cc|gSDB3XZ=&;LxN zSG8N~44;7%GIYIO={@q@<$chS2mw@$6vG8 zTxC@8b8N*)p2x7Rii^Pc%DUfy=Y{98o?wcBQJf8;?PB9cF(}H1L>ILA9v@gx3V_(9G_B(e?voVvc-FtE zEo$R7=U_Rbsx9cFEZNAV=ZC;Nc&G6T;f#dK!CHqK3aJzw%2})q%b^`1uym+;&4(5u zC%4**4_57r-?==z-wJMY)WlL|*|!DTvj5WlkY1ow{IT{;(Bb)ZW7E0EF8G;RGd^&_S3 zb-@!_6rlXE%4Qwd8ue&2i`!dY9@0&7`o)%vxJA00N>Q2QTyHDPy(7#h{=KprxW=(h z)&BJM^D6(j)X4N$r$#F9JMA0r7$kDouV9vLFRX3_c@$3RKu&HirQmNb^^zX9SMKJ} z3uB8NL*iB-bz^#nD~w%anwIH80R4>MUYogww@bQ9gZ06)xi?m1GmxKeC&QP_X542h zF%gR_A+``7bW=|W6R5{wJCHwwG)`h^lE!kij;aTs;yXzVbTxT$xg2jw;}PpJ(|V}& zQGs{bWp|-Q&Ud<+STpI$G`BL)8|sW^fh6(>NG-^ZIar8%l)zNm4#MUi+9f^noQ`Dz zOrf3l!yt&)zUO{HnzdLoe0-<&ZgINj#r?>k1X9>WkO}hn4O8tTD0*cxwE0+_4-GS~ zc9Q%^PEP~0=5h_EJryyr@bL(v{Zviy@6@dLno85_B{J41W;Q@0I}YaT0`%sIUkYz)0m{;VQcZVx_Pv}lW|esiJN#=U;L6PXc}7>BB-ZQg~2 zxkn>a>(R@I0_$;?4!;%FlJ)JfuJ&+kAJNc+YGRQo&C_J`ET1?I)4s5)*z`MY)ezQ5 zSqLS%BbtrT-v+7O4S~sE)K(*?mp0=6h1&}E*UnD9xHPlh8P>emNcEO|n#PPPrAmg` z{MHCT=#AW-tX8!w5C*lIj1c(XMwn@R{{iyWV2a$ln%Je0?hmPa9?pMSVPhIu4p?3f z|2fWBA%zcw{m}(cq5{XJGtX9#$IJPMNfwZ5j$j_+ zkk3gl-@Z^VXaF-s6}&)+-G_w12XBL!_Rv@}fk!YkbU`18Z0f|Wd>^BBM1F5(;+(#usI zT48Knvcaw5jZw|-?OU?NAi?)_fkZ{_>F=zL(KT9YO8iDWE92{;Sw=2izhvCg!35}<)?qn65|Q@ zLYVFyS|5H{V`ROdbputcxt@0M34UPKjqhAuoG!&<1`#31K zdShHEOsU(EAxD(1Mml-;suxsWt!-wU4;_7t+x!IC+IP0uoVVD3|2_OnGIDT>HQ6Ws zqQ}+ghY+N;Q7woWLtW+b=HRuyh!4hr(tfjpNnha_%f|Nf2zf$$)1}W%FdqTAREoi98wAAwWG#Bni(W$qA$Z`$UEvThi=id z#kgwFBErR|;B|@py{FBE?+aCbWAR);$ybM%U(hN$I5cGRt`a1Fi*;~@$W4XWu4vhz zoY$nEnzCBB=f1#=l(4NAfwezKDg!_m|vx-h77Y){X z$cHlI<&ULk0>36MQVD8p#~+5SckKjBD@KwT%0a+c*whf;aj*!u4n_KEU{I?MM8Du7 z9k39(o$6*vZb@N52>Aadetc8|5yr;X`Ur7cmxJ|I5Y)e7W!qZsyV@wgmJ-4dQER`I zFSQs`?j}#4N|2&xmE~)H`&hjaFbnQlHBa2=>)!Vu(x#+MRzdGM%zhsTni1jK>mQ@Z z+gZN9wWmBXB%%8B5(+9t1(Eh}p{f|KYCEnT%MAIM)3=q3(m?1Dbc$a$ zW^ZOpDhu0*p<_m03m1-dd@5g2eevrmp|*p30HXK=i|>;@?{+oP-NP{g=MMvg6(5Fz zJUq@*o18RBDU@D+kWRuecR3HD%nJ_S0kq;jsrq7=^8gawb(RcF85^WBvp_Q5rVh|3HW);R;QO{pA#*2DF!SKl zWX<#WC01Dc`>JU>n#nJ48@j&0!u`cQg-XNGrMkEa02+vU;Tz}WfS$QvR@M=Fqk*ir z;~v24j5*G|^@vhw&NM(4MB`WL$F^;%(iVs%a^j`=wUwl(CF4Q07qaxH0Z~UHK}r z{&ta`792gQhr0l3G7UW{B5K3YE1>oCJkauZl9REU0gXt~bSzNNFLPgAVtHqYD3kvX z=Vd{)AhZS4?2Fgm>W-3?QO!9nd2wqq43+x^tR~sC_Ko{(rryh1*l01s+<6ACAi_9s z@e0#Wu&9}$i7|FH9+I(YmM1b*b#WK{svpZWX>^kW83!0Ed+JXiuSeN*-05IJz~cV{ zE}{Pgu59`r@Zr>2+UZI5(TH1Q=`;A(C0VpMS-S+oQt(;Dw^bHj?|bgvU;w@Fo9kHm{NiD=7l&*S^hTg7aMQ%3d^q@~vI= zAN(8lCy-!w0nhOU8F-5)ESL(Wuo7o6;(qoN!B?Ciyb>1xLM&fV?qYl*SDUm?#491@ z6R2s3w6!^-?Z@imRYd>7pq8_UBhHn3|s3SYUz%Yiylq!pVySP;yi z`{GuUp%2cD!_YvUiZv+6gXRXIL@sntf2>veh*-25+}AosS9Z%kMKW`ArF)e|-P5e3 zcq*p;vR7n)Q$nv1f$E@DORFC2vjm5tTW}1q%{OEy09R52MiUJPRI_H!51hu5)3oPn z!f$o~OIfg}KFO;JJE!);o?E={R!J_7e_jYurXQPijo&Ze@eARmgEOjnsb>K1-3vfcp#&JY9ag6AN3 zY;GS&4F?fto`)#r*dQpX4DCs~bB>dKV)5Z%jOvxC08nHU9+!CtXhRBDHs0k$wvL?$ z+Xl<-updLoxIJ$3Y|z*YGR7^91V+O^#Qywds2phyn@@$@&1=&EO|%h2tS`LGOrOhV zq8cnsKz7D$mleu zHlJU$9@!d9{q5tUxZdJI1;`7)IkF>y;$;bAus~HzjiX*Qv>kANEl1>Z4iX<-YVNtzF%a0-V%XIHQx@Rf>o_jyXy_g!R~|{E zen2%~<3Z+6ZKELws8bezb5`eNQk-*0E%_)JkuoEw)NC?0)S>Z2jD5P@}basaSSeB647^y7qJ@GK(-XSO~#3fp|JZ zx_J}S#-OJoNS}8AUbjI?UHALhQmD4Zt$q_>)*(PO+yK~4-G?}R3fG0Bj)1-#1IUrC z&gny57j8cT`kD+RDZg%*n1N0Z{&Cah6lsss>T_a@ZYwD#;~r!uvu`oEZyp1RH6qRm z$CO9a04K2~PuS1nN&)ev&mng(;UciRVUaO!1hXxC%X&(ce)(ISS2pVFZG|$l!KegL9OObtD8Y$781`%L^QA7$geI_W&_y;s77C`DEpx_#N|)^n*hx7 zW{wtLgJ<{y>X)dbp733K!&(7MST5r zbLxkuEJbQf6hQBngf`BIWh4M^<7{p=qX9hs%RZbhh^{4{;BIZLCWF=YQQNHs*ZeYz z)Mo?wz(>?)|bgF&$5 zOxtENW}iGIu5vS6)hHWgzbDyZ?!c((yeBMYc=<)iA-$i(-Ci||M_qOJTTM>d>4UKS zb#lZ*Tyh6CE$=C z?ss3<@cpHS{{WO{i1!E7zhu?@9EqHqxUVp6TO>&`zwsW1Q;7HGa}Zgq!L?ddN=db)OP=EXYQgmW7kHsi~7wDx$` zQ*ANn1v~_voa7?vV~}5g+d_0t@2Z8=l0{*=JLmVpUI1zGfi$u;yFuneMeFAT>eeMS zCddfMkJ${e`h?SdYQAJ}l#$O$M{3+pL*l;&2(K}uw+h41#M)#Qok#h@{Q-a@2Y`w! z+QP8o!YVB2GOW3m^bB1Ff(uYY-NLxd?L{W)GHybbN(e@RYnsmqZ6Yu;k1gt^`ABgt zwdcQ0ARng}*eJ06#qLmiuQG=eg$&(t%I^=ZUuG)2XU&4%T=yULNEB)-WvenoB)Hjg z3qzU9Mj=m^A{5tgg^ub&Nq?g~n?XV{yO>gnXPa$6q^@*&5FW7usmQ6!P5+*=*?_DDN*3QD zjd!%D79a9T+2V1;Q#5*MdT2Iu(8m=tIiPpX|LRzufZQvsY?B>(Bq0VG{(6-D4VedQ zjhX>{SRhGYu>MYFAgn?-?QP>5QpxRIRB1EXNILc0WlgC%`JuT=KC1fh>U7Id$Im<{PHN`Vq5DE`+Jmk+epE6};NnN(b2<;RQHerl)nal+>`q3=Ug z@Vt?-TJ0QW%)FPboJ%{j64T95%;(EBeFQ&59j*!-A) zk8QV-y>c~$DdxINQ5YCRv@@s8bvb}(NFkcp5_&>PHvJ-BPflYcEJ?j^?T=}1kh(=Uf)xn|At*&BGFv@>6A86lL z5_9VRz})9Gwy+Vt;)gYqtf7M>Bu;l|15MP!oCj0GL81BXR>c6z{}hMV10Fnl;d2xd zx1d$0(6C2Oc%5=XwfLyu`gQk=fv`Jd1$P(7VQ{8Ro7Z_pUUUw2#Zg?K6R+RL z&lMAV?!Xh_UKts(4San<`en6i1F+{K1|az2`Udq z8l%TflTlz!I3`5NQJ^WdiqQ<2@xWmf;VB`DS6e5PW*rg^|2m9<%!k1JV%NhI|cE9}$pRl^6P} z9tLu$AgT$ZU9i;3$ehX?T%0>$QH2zZn*CH#D13!8S|&w;>+lolnWrEo}bX?5I@Y5uy_bq27od62>An|-YOsb|Kh;nB4R+r z2T%zGKmn7inG6X_Is}XYp%fQqGRoO*xr!nV9vR5eUIl9#HQ^MZ0JiE)gyzwS2A~7} znlip0pHMq$;>8~cbAKq>Di#~Ettz?E6)JcE8MWaHeXC^bI*lNf{oJ`xP~gRlnRSG& z@uD#koN~F+FN7aUbp+)zz-p7JJg4n)BRR+2bZ`@gtr9ghLFNXi0r8^L!`PM)KY>s| zM$cd+Ghh6|qUo@RTVPQ!amc3f4oNLG*USq=U z?1Bu_>{iH%pECjs*1%M3DI;l<-;b|yYwdDL4*#Wkl$Sx5fxsw@Fayn~8%WR(M9)72 zANLJ~EaC2(YuybnE_*qPMD{tfqA^|>^%YKaIVFWO1H{gRgIpkGFwd?gZ`p%dYwsXi zy@Vh?L*sxJZzj~J0jWXvY%i$^Wc@#8{Engus0F1BL1V}gsKs^!g~$AUDIj-1cTx)6 zN!`}P@#a2=9SpjCX``_QZdcGENgzU^(#>~Pd9d>B;?9>|AWVE1;Ts^wh;??aSDzmY zG8W}^ELF}9^f`Orvc;sTFtCN4JjR%mP6mzVl3CR5GG5zX%h&LMuql`8{F9xg;F}}v zhj`H<`(pq~tBfbC0Tdp5jqrN{5?XmZj`)fG0y;Fn4aR|Q#6N)2T=hsF26gKr`guOO z`Dc^PVqWJMw$jQO)8z3=c5YWpPwozzS&KKwkzIc+YK^ypBsi zSy#i)1ct#}NQDB2dTwUJAtwb7*(<0Vl{wj=W%2&uAZZKp;S8?p$JM#H$o+ zxD*pw_XMr+YJohwMw432sPCwiJL797V!f(fqH}2^T?`{eF@F#oU#Fu9BYmYffXL|n zEg%n4v3%OIvFtyhQ?At>UWQwx(y1Wi8GtctRu-C8>gA!8j}!s#xaG{6`*tphWFq=r zYLu3g5m_0$-xY0_?VUleGnW|adlk=5N?RG9HAF0;v%-=y5-8~=fS=JsR_;jY1N+WZ z0lfAlHTBPKtz!_0wti{V-Un8m0*J7d-k>yYi#0+ zLft#=?1c0CiJAguAXPOiLG$}@)hX49T$d=Ha0xt4<)+)!6pLTUcknvRQ$kegaA9{J zNqziu2rRq`;{r-ya&UZ=bbDq8XZP#kzCD-Bmis;>3Y>djWYGhtrK*{3%rAi2?ofZS z2W>UWXe$P-EQ1<}L7#g#`-ZI&u@rPDvl-O88~S~)3HLp%>d+c!4OT24q@q>Ecgzv` zDYAs+AGFRanFeiSYVEQXf2Qg9Yi`5W5aX(8m(ww%bc01 zJ8rKy4_Wo!wk0kqE^e#Icv=?wAi z+$<-6s-kr-FVsB1ji>rpKyhms8(EnE-;+C6Ie9y(Cb7wr^>&%_J)Z#q7xf|Si{_OjdkK_t z=CbNmW%z9;8DTu6zMG14)O9*T8K{7yyEHFK#_`Rc46~{6c@YFB3lifhQFvJ+_-~dw z-p)6U(FrP%VV=NG+ksL6Hdv2%^RU*31H@|Mr!KRCy1N%mb-g0Q! ziB=iZ_wa2n=3uUQz%^hWI01qb%p*|AU=xO*LUC*N_pW1)n~!O_UH&#RMGzVTVD7&a z_|0ioxj61uMcc)XbsnB-_0KlukgwJYq;3MA57Zd@X3HOpf~^zet+1I|I1H4jm4owR{x> z3;Z2$W*F4w2R=^tPI(lBNGwg4vdX5CP+k|8@9|~0@3Lo%&8&nr1Pa>`ErmfSMit29 z1^y1n}-AmwVR-z0Z~f?SgpOc159I-@mO z2lN^zS+J@0)cS7U7zXr}F3Vjp@DFQ;J<@ADBbMTDVE2smd|WLs^A$!MR?}T+0>Kw% zPN`o-;qk}^d|(Hb?7)gb-#Y6T-U*0`rG2(f`G?~d;edv{110I?fX1FzbLbfIrGI#% z`Fg{BY7AH2>DM-1GFiu;& z2St$}8@-UC?x0W@)CA!u+JSK9I;Cd!Z5Wx=Mz#uYQP^T)So>GLJ+!;@lrpzxbm6H+ zy2lUf>$g@MCrHD2d2)^B4UjDaoE-rAI)869h_sm7Q@0ENt*;5heuV>%3fX8>Vt)*? z0Q?7XT`Jk}9p`}xGj=p=aW6{$o4HrbA21;#5!h(9S+8CYy9UovG5VF9&vz?6nEw2k z!3qevbZ&91<&f6>_6Gy#5?TBHN0=({|K~5H;Ngn>D@|-Lgw#`+ZnbJF_ChWjV$@=I z&KkIAY%fi|xdx0;FB~ARiVzZni#Q`bCINSeeto*w$tOrPnQbBGaTUg>B~tHmo3cBa zE3#F;{cU_%$m6qdO0TM`-}u$a*hek)H#JcN^9o@ssTUwX$+pgSWEdIIWrk6IVu{I; zO=X=~f~6_FB8ln8r!nt71&T5_p_$v1&FsmB-u_hYS$K%kDPl^{Dk#(micNu-rP6wj zffapdtMIL|uOM)sUr-=u+QN)B3AwY&EWZL*1MM?L8s1{HO0TFhNIKZC$O=`?JeW3N z!}9j`5V+yM$0oVkHU?g)NgQ6~W8m19SD0QQ-pE0&oIyHeMKt)1t`D|Z;1uMOJ zxYog8Jy*a5R=)wcQt6G7yhBXSPxT&yT+vRg*qZ}ZO{lns9LeYVp{OpWQxwhEH2`1K z5nTbzn?AUME19;CM$}r=XQaXBly8M@YZ&mgIxCwm-dD;fL#L}ZoGwfcmVT=i@Z==z zR_b!M?pBF@^ZNY30Z}&ikV!;DUkJ^kJw?~THrQbXC*m$x#qPeGEm*`8OPOTo)$gG5hjvlfxdbwK&sa(>ggubh7bymFc zdvdGGzHh?>o1tx>JGzsuFLLiH+4(`5lU76n7VrK}N|$W@;JjlMT!E>9p~fi4Q#?ej z(eLHH+^zC8xyePpMWq_Ry_sx9aNx8eluWjCJ;pVc^@ns!u}^I!b#DbapM;Xd7L*vu zxcIsZr!`cmwD{Qq`SwygvWzc#ac1n$5Hr{3#Eo@c0dpF2K@6Q(cwFD}M44dUzM@H; z>j@mt7~w?sOj3Kfh)58FJY%ZrBAk?H-;hPw z-Cd$-8Ii&>)MSN~NSouAMvMK!iW>bw@|G?s%%arH9R)LeIJAS{GG56;NQGtsk4osf zN;iL{oehzV$my4hdt->YckIHvq?Fpz9?vzdie9*}hX)9jZF=&|te z0n)al=EjR?yOawIO-;O+<5vv$IHI*o4Om-iaPb|GW{)1b@E~pMBm!Nqk}z0Vi&;s` z4=9+HLEBekG^j^JT;B>bfA{0MuOpJ7H>XYM;-Ho7RJ1Jg2AYhD>Ta3p%W0nI5AhN6 z0s}BF=;AHXea(g~~!`aUr`){P0x+J>v$WT>!?CV1q|g^mL=ipjH39 zz8BY}ewc%EYN{{a=fVwgW;tKuFj#>{_G!de5P>J?3hu;N0m}E~>m?F`PyG5=xAnpy z`GX4Slz(velMuG;2Um0s-$e+yrePWN@?3nXhe%8WfU+J;M+$YES?>GQb#Lnyvffqj zd3dksu6yx|yF2zNue6kT3fcK@0#9jxz=OLX3F1271@h|5Ym%i)W}R>zlpf0AT=q-_ zvn(D`<(rqcf(?PmM*g{E)y_};>HQ19J|FN?uHZio3tH$zCx=@uvr2Hq8dttkK|3h% z>*|lxht1NK9M(kb{`Fq+{{S+mj(-JO#c?lN>9)syPR@{Y! zm}Xj$4X@JuOK{ZRlZws0+Z?-Ct=8*^G_S*IfB5*x2>hi@d*>yJ;L7cja%^2}6ni+r z7|bR{2EIrBnSySar|^}k^ivHDgPzM4NTEr!kMw37C|6%SQN{_cf~SD7c+sB)EN@L4ADzkE5nhQkRtvXl<#7Mi7z{$-AY51i>m4 zsUWJyQ+5-D)Xsp1fv#}RA^EV)WAUek;L-UsLr|BzA}OVAz5ARYEk~~9f!5{)FF3+zxv7TwA zP6|D-;LUAIRnFrXrmFSbI3*C#3IpOh9n1Ah*+7&?NV8+V0>!fHZWEtM%Wo{hfd8r6 z;Wl~H^v4nU`DuVn*XabR+75X&WXC>cW@5+N{4@nU@XGqAI^CsAa_HkTX7(3&W>D2; zeXRa#OGwKQO!H28*XDHUi>E#r-0CI7EnL0z1zk&`aR>TFMA6Oh^49jK>+*-IF}XAQ zwH4|ol|D;IM$5f-{2m`Tqw;&?g?j5QcY_+OiIfw5OW_l=yo4}`*EG|WA$!t3(H(7q zhdTzJHYA6eJUnGvx9cBPAlSN-g9@MTKL5D4X-`6t`!mcFhn>6K0<7+})}K&2@K)}^ z7k`gfxJc%>Sy(+lcmg53wUH1$?_6r1FTYOJx_0G9Ec_qKVsNjf#7VoG#wo8}A}O^BfGf)hAEgHYRSW@6(%v z(=N&%K|adMa@v@dl5${J?K!;SW{1*dN#d%l>m>=nnlgUcsS3Tlf^QrV6r6rN**w(i z)j-;|2s2tImsJ1l=#EXgy%sHR^Uupux}K#UlT9SQ$xl-y{z|#Wa@a`9(o8O(BaV>V z@@v(bX4>{e;8NqfQdmEQ8j|lwzexPDH7}DHw6l@haG*553yT=P8;ay`>F`MwZ_sa5 zX@f8~)gx#(jKMRBbh>zLuV7yN_*J5DCDpCVTHdQI6^H+AH$x{hxh>Q@c=kdHmxKwQON zyrlNGkY9Py^fhsT5xVpAY{raa{k@jV4?14UP^@4fk)zT{ux}^z>4BX3{W*Nk;cofIu^L-qb2Mppcd5t4yA)A~wlB}CA4;nP%y{dD^y;)m=RU}B}EGVBTV&1RV?vowGJBxaR{psgJ&pZ-> ztIxmS*QKS&NUqZx@44!SO`$vv(waoIP}{F%0b%WpV6(d?4c-%q=;>KAY1o4}dZZ*Y zIYQ#j+1>SDC+Slf(%I}R$_>veFCm2Klg)NoQH;LLhi)p) zn>tgf-Y@MgpD~^2dP=uG-()ZI7_7cboW0V*M_s|#8=J;P7seD)o~0;%g$c461ZN!1 zx4M^;n=Ebc<>Dxa^E8q8t47pal-v+A_s*5br_@O}(nCH~sQYN;BI#o#>}6YIT)- zHO{R%@E1ZnJjpC=@HtR8y}m7d_zp<6``clSJ9a*7(Mq+62$tooUpewsfw*l)GyaI= z2iKuz#U}t0?2S5mu@7Or)bnx+3P$Qy{1NOkE=CcR^VF@A2?bMqMekh+-`U$>4*}OXVxEF4Zdg|2yGi$E~Q;MJA_Zsq zUO7viw|=kApc2m{W9!>sqph4SkN#8VVG3L>$*{7chZpS(jz*m4HPfJK{ev67) z32ph^`a)~XPV+g4(bI3~<5#X#H(Xjyx;T*2#iQdm=zjB)(BQ3~dX*vFsn(c8FaGZ+ zG0>Khti?UUNqx(};*0GG*5398sfqW`>r(S1lxU?r9FWXoQ%%0{X=Kd+eGbizojc@x zES@}$$obrA*9{?rmz(CCk8>y(;NznpYfNDj}I|Uj=*iOGChE+RCsYZ1T>>FLZBc8s(1;(I>UP!IWr= zm2?+M8K`Z)c7mLRB2ZE&HAt3x!3tPx`ez*KObf0_gJC46*Ye8igP@{UKD|TNf6#Jk z5|-sSR_{5ONFLgYW%=|zT)}^jq*f}mR7(}}+jZn6mAS{3WGs5!2ncAQ-Piioz#Y_^ zI`4PEAM+trgotuV42bf^{J!7rc|=+zpWdaoCf4bbSm;%^PAErHme`*pAJJdhdZ&FE zT}S_yKW*)Kf`}<0nLKo3?M-{@DR9W<%3uNXrj~;^+Xv_Y6w!t+H8IwAJX) z(~P0^RUstVgH+HGfV^UaZv0W^mfbVeOf{;+GGDww{<;SAXx=1ZyO?00{LOpq2oJy#(rg86mZUXOy0-oKO+#phL(foc$k_w6`PVAD%IHR7O*1vBdSp_N3HpwE0hQ zJ5zSVC4L>OVt(S?f)*>t_;7z}g7Jw4x*_Gz`#VH5o^zdewjdK{JGG43mz8#!csive zvZ-<&+^Wk~1s3RDLtQ%psdFEbSqy-VFf|YWyXYqBfjRkI0C>89`uUHy=5%09s@_f3 zv(!aBBuQQdy6fOjxqKBOyou=|!+>=Vm6rwp;8B}}0_2-0s@UWIzT4}tmP?OM}^EG2O zjz~ht%c?-vB;23tmcdA|(koGD%MX;o9QgR^QPVT@4(KU;av44Bqd9X_@*}0tMxbB1 zK7NRDXnm*!J*=iV6Igg{%T#T-wU$povKR{-GU#7W56GHsIM4{>2s52G#VC!77<;{Q zJkPh~sDprcCSFsvo8HjP!%E!iH|;(oWb?ortP62Y9k4o2secF79+wOW_Ye#`t2{9s zNM)1)+i>K0f&TUkTrBuN#S5#^uh|(T;tNj|E<7Mzot+7^e{PC?)KcZNLGr!og}&rp z^G8vN|NVpR54%i7;i`^AZIOLV6fc~>Diz2yru`Ffen7;fT`UA)@j@?6?(=4}k7I?L zJ#nhyn5?aUfn7V|-4%-$raXf3p#Ip}vT<;oCcrT-+*gYrq_zLcsX z1zTkKJzYOtMlY)Q86fy-zKGSO;RNmX_CYO6U|Ia+GJjK<{i0I%%X2m+p@lGC%xN@C zBJL;6NIqKPjNppmFQcW^IXJM%L5Cz}-$Q65C{SrW4L64%a^?ATHso`pf07+XxR2Gx zicmE73Yo^7eeLdT;I6Wxwu=lMNFpWM~EE_ZHp$Rp>`Z{JH_R2MvLJqx^Z zZ94cvjtISgo_@RZhJ!9F) zf520eb1-Rt3 z-7Q$Gle+BW{0^xg&2KQNcDMqw0omM?K~=Sb?Rg&E?P;mmC@R^EmymC@bZ>A{$(WyT z&4`h4w+@R#b%@oqTyc}JKr250XP5eYkrL=8WpVPz0a1~O__z1-cYq_#>2MK~%EWif z9cRhT{cmm3BJb*DYgROHRXSoL>3+Dfnm=*91|&< z;gI+SnC~E#Ukhyb9&;FuTN0zGzPl5O&|0ylyo3 zpQ(!bU zyQahniWpdY_Nhoh!JkbUO}g6%7-l1#&v+b zg43|z{e#kfNI%7H`eK&C`p%K4ZRv8zUAbh}rzQDxhmDe*{!(|&>AF=N<+3#waz9^B z_BC7>G|YY);dArc_J*+5lE*aMOK@;=G776aBnhYOA3~o1OX$--8Wb_bh20jB<~VZ; zklhB2ZBAqK29VFbC{!QXQ^mUGxX~sr;=Cpuhzrr(7SYv*G9G$Siz55d-htC>PM^i_ zouKAG9Twu>%a(O&DtElT0g1SSeNFrJ$p0T-R~`se7xv#$w1`)WNX%O*mB_vgqf#VE zQjwjplqG4h%@~rRGRT&lO4--!%b?U)hsrXxNHk-Y#>_Bd`OckD@B97neSevA&$Hcg zuXE4yJiqgt>lCy1?9P&;UJ#s6`7O2pC-kgHmD4(yMnjuD6G&z}Wm|jHWA^zrxkyk% z0(0^W7{P>r)_?8Oy6Hd}7$G{R*7;CpB%OwExTS1G#*iDsYwwhGL0yK10dbl26cPQ1 zS$McXV&MQnc5ysvTG^F#b8N2KpdkDaQ|JV6JTdOkOL05reQu{nVbLU6Ihx_@2v@4I z2aI$PJ81l!I;d{JT*wbRJDD~;umd=lb3!sqlWoAKTCsUDKDzI5_*VMKfR6D_dK-U9 zcoF%?CrTeJWVW-qr@^m$Yx_n4gmY>c+)>+?R}$h8&uwW8WSW$OZ>Qa=-p7!G{fIwK z1RPPbMphjM5wnuC8>|wI(av$?Q{Z^gVrPv8M&J8BT)xY=!CGjy(1tM{Evi@ZXRx~H zOc_|GHgM)#y)Gp$ns|PvP9su)UUH+qd?A?xI=*gSOas=bDx^9xHrUe=`}$1cx=eb3 zANj~RP=+dd0%*XVWxevXL)tu`9(V}cxu0!0+OQwBv1B0ZHU35TqtHiN={8${12|%d z5=UGCl4SQN3ffv`EwPOfuCxoXDR26l;I)l6`SHvZOBAL))G zSSHQw*Z62Y)|@wWTZp^-bd(FCk?rF7BdtZQKc5UY?tTn3ASOD^9P0`1 zds%POI?4>%8Y^pFER5voeXB!e=42zsaSu{PZuh}Bb4sVkIqq&~>{M+@}mFF&t=y4r!f z)6H?M+gp+nKD9Zm9-;SI&3o3%bMs&{yu-KUtiGYN`L#%pwTjJVT4=732pJfO3vF($ z6snQOjMx7vkxbD_wXCL@csqH%G3a-kh$@_@aOoaiNa{0KYV&oX_kTzJytQzHdB{a= z@7qZ)bo+FMuLDA{ns}^S6wAAe_@4AdO+1dg*?zqPUOMzml36j&s>pWKr;yc89z{85 z{*b3;_2GLCrG<~nGrOkWQ_lS7`kNp8UD&g!pCxQM-J>bL1>rp>5TcV%G$y2_at}he zoF28=114S_PRwv9@JL?Gu6&LVTSgqA<@(Hi$(|be)L1`@G_0HINt?*(n?>AW%QKIN z**mRTocb$%scX9HSI&0kWAK0aKE3juwDMudIgpAZ9w9%f)VYBwhHAyk3+82*;!t zu)3y8lh?qZU?U9KEJuCPzPuXi%M1akZ-0hEx%Ub)R2Rk%bP+u%&T#f9KwNGM6QyQu zpZ=PE1>#OS>2h^2Lvown8bN({98&enT?@t);?6L2>$-gWJlbp_>*H8`i zS>$!+vZZa?9jFiF9O*^~6nLlwBiswJMXW{UA=Di!hS3F>d|h~9{t0aVjf;BNLbR)9 zsh~{`HfhKwp}$eUox16gG6nZ3Q4RhO46Mk&26mOX*7{KX9 zSPnVE&0+4=_n@G2zwvWMKcBJ918a5+x*rzH=&#+*74a@bCv(L;Q6F`zhD85b@Had5 zp2(0)$Cou|C_l&5r#5EK?wPB;h;gl>BHr~bQlDXw<%RoJ(ry*ZIBJLq!EJJBm|mA5 zo-pI5Dw+(C?(Y*2{dB^n^cZ!(V=duWYF#?HJF%x5RcV_WL$#>z z`jW9Vy)){xoa{-o#7Mv~Y+T;Nbi!O*sknH4(=&iV$m#NJ+~px!^bd&f-p#mToM8f(S1mUL*D^bJYwLctj9sFmR!B$ zT8zcB^_*4Zz(pQUOaC69}`u680kbE9r-b#dL*4~4_7N3@O ziO&^wqy6nJQIxuTlgXk=)1}wri$T&|^Q8}u`mVRKAiu5Ve}>AJJ!~W6RGJGi_^F?2 zv>q1k76JM2mnl3%_}S?ZHN#GN3F!(2>)u{oD2fwjG~a0QzKn`ALM=`HCY~A%?b8 zAs?P@MmfZA9GJK*i%vKV042z_)J;%A{cT=brFl@7uX7K`gpZgyf=`RwYcf0>N|Ngu zlg*_8%7u4T-J0Kdv1_lHQ!Pr7?rP90UMc4|RdMBvHo1eV=cgp9j88I$QdC@Yop!9C ztxqi*3$pdD1{L}HaDG$QMZ0Rn(|%Ii?cOKlA&-OdC({EdMM`hLeG2Pb26P?Xgwyuz zWI4XYvZ=vyoe$9g;4bXX6TN2JYG;HoRqIxu903T0d|XI_nTxn|;3&7h*q!TI9COV8 z3VKF(%KA7;I`)9#@czI2#Z>8B)dOFFVG>TX9UuJI+VnJQ2IRLX_<{TbR$Z>@bbpP+eB&FHq0Y6^ zoQxcOC%H1zQCf=KVl@a)bf}lhA3}9SE9D6*PAcWAX4-A?6Plcuo(@-aszCEN z2!ix0%vmQzh<#H7N_H!K<+n|a5Hp5!=;Dn_PF8woGxs3%w8uyS-I#L>T%6jBG zw)V#cVP^cOdXBFuSMII%J|2KHTIs9gj|I>dz$3SS-#UqZMYSw&q|vZf7#CRh?5Xc7 z*-1cBxwv>B2wo}w`ukGHtJWQMvn)tg84>!A7-PL2UZLu)wR zw$>T0C~|oXU}n|*Bku4D#KDdv0&28d7yiBP9Kw8WY8@QhfMb<7(jGtxd<7?H7e_2- zoJ4J4vtNTXH1*|m?4lptypTwDy^FqXz8s$4e0>%QqAv(A9z+V(^A*O@r5 zWu(!3=m7ATiLTbGAKKv4@erCu&EIxR^aY`sGg-X<#g~DV;miXjLpDaVpAb|9%v;aB zDujSHOIEtK`tXP7CH*!>JiyO{A`i~paSFN!;bA-u&J|{11^>{iC?bJR3{6diH4Rx$ zhI3*V=|y*eKA>ao=zqGlvb;b76Ple)0AaIFWB>#XP*M3Z9G*M`+Uu9McEDX2&mTnm zHl??#wh#jLfVs65?(&i@w?1>3q>OYu#9xX5n4QZ@Q3uNB!-jd}&KyMewz<};YLF^2 z6v{(o>c*6SH~bB=XR=SCX*qJhTVXR&G(~kfE2r&bWhlsKGFK%C?CSw9=XOjx=RueC zleeR=TrtC#L+eDQ#V!w*4wuh^JmzJ_g@Jn=S+S5L@h;24WcR)E_3h1`0XGQ;e)EOhUG8s+GXfZ4d>yDjHMF0rg7jO zec4=SU$8ps`eBf?CptKe4hdn9T;>463nH3x5v9tW0}%qf9(FWL)3UPTOeo$d;}CL` z6fhjtR%g&N)SHv9%ZYfcJU7E2!3Um=9ca{WcAI9$m+I%?!m{QwS*>>oEPx--yEmgo`U}s#YPi&3+t#>F9ZGpb z;m310v3f1B6=xd}+HIE$F9E3PXr#vxhs(6IKl-!D&hnGi9BQ7P*sEk0^H)gNzFqrG zB#c1RN?;F**S+ahqwR61&$5eRc^&{lCLZdQ*8CEkn3z?&Tt z-vjcT1Rt^m)yCZMxd3;5shE0xdAs~v!it%e5FE+JJ39C(f5}gNmwmlu7$^?xfkTB< zk>RyJ8Qba<2`Rg$247W(k20liYMU4KpycU2KT#pC9bj`?xt!`j&hZmykwwa%F^)@D z=+w&baBGyGcS7KtXJTYtl;y3rYm1J9TA2@)@>;rh{ccBe`66fAgn4ZEc+pTpNYcL` z(xK38t0rKrMg6mCc{=%qeHgDN)JeYk$amN116I~6Lq|e~RAho?)@k8l{pP_dFhk?`k;jaDFEoQr(CnU>)IPz@Fe9uE@5&$0@yxdU2 z9Y?lTRHfVpNI>jb{5bc_n{Rnr^&qGg`dE@uo(KI8LxPT*z6oa@u&Aa&mw!&(FRca$ zM`=gU!RIL|?A&=Nk!}I{;97Dz`nNh#uhGZOarF83dNIIn@n2KDG5UUCJau9Evg4-NA4%#RKqJBT(_OHZRTdQqZz5)>&(XyXv!_E|>k9Vk2UfzAqGp9pl z8?K(eCNEdlwOf}v*+{IyI34=EK?~sSi)g2~rw`{K+S-xT>DJk%?M76Sttd~i0mXm~ zv~9QE;aM@N@bH<0`ujdpA62%X%7OsoiEGy1v~aJzeLE5PCf$0!iFnf0j{26Q#6}SH ztxu^av3A3+x6XdNpJEoHsvI5zBn~<*wY(>gGGl zh}WX5It?i0y*GGdL0s2MvxN%z-)Z8iit}cX&Uh&&OFGB{ z)c76BaJYhFm_11F3L|hN5WW8q-}B0ck^qtjr0_%bNqgCYkPNlJU8fXf(acT}TP>3q zEmJyoor3P;Tn{IB&2|88)QHipy2F*T{HKWU;0YkU@@H1%Q9_Ht9PJ3uPJCokHMjy{ z3I^KCKO}BXw$FHlB&sEjJ*PI*7St(%R$ zm`Z8K{K%U?P_I}|-<@k6ZD_jb??%kQ`M9PcfBDQfcdo?s)Rc7`^M49`2FPi-pu=c& zH{@>>G%Jxyv6q(E+4K_6h6EB_^#^2+1FWW_MzLT9#eTcqr(;6%{^ioBtN%?1z9ovg zoh=6_(d_IuaS9b`O4h;~tAw8eU|kihv+c+H*9bl*oUX$~FvfX`!y4jg&)jstwurf4 zo7^Qb01x@@>xW4`D>?bEF&q@wx_3SpM2-P19GZCc|ZGr6(QjzmrqKUj|o<2LCz9g6GoFZHU)VTg1hYxCX zIKOeogO>^U{x40GQYL5rCL`eO#)bMCL(vV2m7L?NXe2;M7lBLg7sjAIN z)2#xJ+joe%IV<*fB^~obZ=p1Y2aoF?LI;88;8}kR_`YCg0FWP5M6b&pPnuLcvz6F<^Y2UCMPusMd5a!r7{z<=lZL4 z8;BdGyx5b|YrzJy0u5pKV9sUgH85GREhI8zAizj*yRLpvu_eaoOhL`RCZOtR@BVEW z5CQz`@5kWAO?g4Fj{V^ygOC30Es%xHcAGL9UU3E{e0G=dUtGU#hx3c40om!r62@}S zd+2e=Nw!9#GBNnliEbg~K-MdCf$bTP88w5134nDkaMhAHT?^_;5MB!9W^mgPN9}!)vNXvddkGLJ z%;zV-%rp=sDU24Yt}h>phn^x(`;DW?P6cS<0`EK+9;JpMK-Qq{d73Z_^2s%2@&uph z+JhjpJ7`vbT@C7Rwo0V){_Jsn1Mqeiz`uL(Y7Nb_`4jkjfdKnJk6FQH0GsjAN$jCx zrb;7$_AAAG@pB{dJO z35ei;8!WS6?dPI7lMr#pXP6IS@T5!iIS+?9bW%6rfhkSXW?!5t67@R-ft3O8Y7b-b zB%PHsv_6;>#Na-p_`tWn>ATlaQf?_J9D&vAS|z$HXamZ_NaS#2&*(_$Fjm?MGy%Hu zNiUq*UsA^=m1I4SHtiU2L9d3ETW;s2OC9sjG%ePg{v3m9fAhIkOD8Dr0|U&dKbQcTq4u$`tf2{wCEz&n1UU~^DHqu2&v z26%D6za(eiiMl(2p!)=~FR-Xos2%O|5I%LZRzVW><<4-*~rn4V4{TN0H7W5 z<2LRvL$Ja|UrI_0VXv4~=58yapHx)#5$~ZP=+Mf#&i?ZaNev;GHCwu%v(XLr*tMN zYwWAPU)%N}eQI^6X5#Z-+E)_#(^A$tlY)Y%1Z|iAL7NIt>N&(LVFi-?KlkYS91eJmnz*jDlYT7 zQvLGUYqBy^PG^X6IXNZLmwuA<0l4lP?9C?zVpjL*~yBQ^U#WK8zy;JV$JEfWb`Unw)Rc`!YebElnXWUoNj`> zQ^hScvf0)r8?s-51<;hhSJ`ZH=YyQp8Oa{%Qop8Hl3u7up+B9RFzXUl3&c~!6laA> zkyh1T&`ii1)-Qx>&yc#v00W&~=(FbGhU=HLVslMY;XqeKK~83|%@cjr*-GS9f|%nq zE$63hb}v^*c-iAt{!Gqla+N5WCPyDE*k=mXZ6`Fna98k%oS>fFo{MOLu_0E46?X`` zm^jj&#y7p^YvXGN$4W7eO*sFY75BCW8nZvf9W5+<)S92Q86bNCFuTK_8+-q{7YRU3 zgj^8VO*9Xm1mGy)Vi03JR0+020eDjzS|OmQm3FlGe7ih@O%-e&9?9FhEa#vBUIV&V zZ)?DMtG;&(ebwEq;B&k3d12v1;5tyVfu%f1U*R;cQ*O$zL8xTjW1kyd z*J)Cg(*2P7=tNNYP?zv%9Mvg3S*9*mS(iIZRUhTpc5+HTG5~q0^Pzm*acV0%%I+H= z(N=c`o-l_fbc3VcHF7L1z5UbwChJsay%1;BlX!@$G09kdB;G1!$sVr@(D(&A>B{+k z1mi?({BF2S@@kM3^yA$26Z%GmfR;@l2&>|j&88|UVjLe`E?_Ivww=31@NuyRERnn# z+%w@vl7w|#)HE4)v5f)F=Q6NOelgvvat3OAd(uQb^tUU{VKBYCZYlRxiDd`Uy7|r% zS)w;YgOm-_3Okm8Q#j|Pp#r+E<}1>mFKKDnpq)4M^@9~#XaVQkDis7bIIaTo2blOg zDP`dy^{j78o56b01sU-1Cs}uMhX(|g=XBjNMlD}){%Ba-^E?rVeBHhYPEW`=1+ewE z0@ zEP<6KBqeEZNS^$ccnkAUV{pXh)uDX`NgCHXhJVUVmUI}`6^te+Yf6iJXlNrZX*+hr zESwIv8P_TvV0H`t4CD_AmyxTtv%5giVCVXvoydbcSLt$=o>$t%%3?J#wAXz%6 z24F62MI51vY`yI0-Un+x^L%tZ{KH=W&*A2Ja{ejeRmZqdG3jKbv1-cNdES>;C(rE4 z`X8rYpB;gUnpr}hyae`x&{+Ts!85&AF(XkB#zTo%>W!Iw9WK;xGc^HQg4!&j9jRSa=nf)aDa~$QYWpo}c!|za#2o^nq@83XhoMB7SnVq>2jmV$&lJe~zo-b#X z>{*a4jI+%`eRt?w=^RSYnHYWVM-o|Bs2Yv)4ARzyDbuSht=DLxI#>(0S;S-4; z-Ie+m^A~e5(h*AsNc_C}!auAv2gqoSF#}GIJ~3gKL)2C>IPZT>@32AoHPN^N!zdH} zXAZUTSNd6hnpf%8h;3SaHpRm&YOrg%mo<*eggY4Wx`IR2+WQW=Tf7*Wdpj_AgmRldf!=qJG@J`} zD#Mmuq1Mg<@M!V5{JIE_w38sBF!Rx-*D>V7kNb$fpyssD{vd2w6Y;*I-$HH76{;V< za^gsm)ZJUpugMC&@>xrXY$)sytW@y&coQ%5hHP&&TGxD@+;=e6fv@SN#_SvN%8V*o z!kc3qQ9fXk=t}JkUW!YEp3&@Q|M)cWfMz$?OA}(A0HB;xigz~IMUO+~Nb4_ps)P8{ zOsbPS)FfV$J#!?%ZS88JO)5|>4VUY=s4%>mb)-SnY>d~)T9jcQ_NQBRY~PpG{feMl zsR3a&=5V6vrsItdJHTuz<=zf#oj1GUv?}r;>}rG|W-3Wf5=xC#LxMj8NClbHAQX_@5u{?bFDFk82E~;!SBgouY@%n zeFUW4V>gK=&x&AYsqMl5G@60<_T__Hvn9jwCHZS>*V1zp+J;yV-s)*R#`fT#e%uD( zJcMSZV=cH5s6D7;_W@Y$2Sy2KQ_wm~C=(#UhktM^N9i}+tPBwsPy1K;5Ov|r(I7BN zlU(_#qc4SA+pPrcra@e2%y!sk(m-x|?&dL5y>J|pL9S^5BfBDkD8Rb*&w+=qNrA?8 z%~Dz50d3^f0O8N~=^i2A)oU_2n%1P)OO^dJn1d?YBExp!F!qcVz$65U94I~_cC3JR zXafi&K(66x24Je^xQ6K2;6E&hvjSf2f~N@=gwK7I^qURFmOZwH+!CdMamZVCX?xgl-m zr{j5449LHEA5WV-@F2M>GFwy}L;iwXyd4m0|4FvZ0RXQ!j`8R#;faKdyAB-57qLdZ z&lMafrFSnav6R~(m-Ajn5Y#J3w{*Rea?$s>{#kRm{$;h9V(o|g=oBc*Pgrs2ckg!lO&$f~t9vQA0(K{&4>0EAhWCNr)^>s++~&^M)xKr)?TbzIKGMK( zn#+0Hv2O!+I|?YX@tb>|gn}Yc=3OpjvO{pk(7(7Sl~CfrszcRzlkjwWLE+rbutqY2 zzg3k2+@}r@S?gShg0z03ngcI<9||ySA*gi3B-qYsV;-mh5n3H6$n`e34B1oY)_jHW zOgWJrKqKQLZQ7iD+-_u~j|-zd)OZ@ndVD}nJNY+%MEFyql)7H-Vi{SWNt?8T{{S^&?_m{g$o5{gz}F z2?A8(68ib9P(@&&`}Rwh(p<#Ym@RCFb+o8rsXk>268ksKoV49a-&G>bF(wLoYE49N5jhnRnUA_({{lfqw9f zJq5uuGyXyQbDZt_9*aE{g5N}rLi)S^HUL9d5XAk9xYfSY!EjHv~i1$+e|_GZIahO<0KXGl44dPEQV-Tso~>08^w@WOxMgRu&ibrX z(^&p~8E+u6ZeHKH)n8pL8fzA;70sWk3WNXj>Z=)>&ffH>tV`AliJ0ABJ_#FLxkbE@ zty`DaY7|>;$#A?S>t4HalZDkc$fCjFw-$ASv0t3DewA7up*1X?u0NQN!;lIok7W^W zoXOjg&AhdFB}imbwJs)K-HJ>(-czEyl5|QlbU3(2=1qb^f&W)3r5SPUz%~DqFH#%l zv@%0>g;)Oab_Pc$Ql3ord|C+qi^*EVnjE;Pjzi7FikHnxmN2M@O{aimjF+NLR{Cn; zR>m)f$wn*>x9Zw@=YD{+2b(X_hp&7tAIp4$<3-Xw43uBe3A70h*o_=Fn+ZjAi>5Na&0 z9uiNIf6t~mtaZEa`#Q&Fl*Jxp5x%TDArB=hd;axCRUus_c zNQ4Y|HF6;c^+pmlzJ@6wzuwX#s$6Bb|mE^-^;YT==ARIIq~VkqA*8BHtOH5}q#KnV_`y3Nw_>+%Jh zhfjBsHBxf-e-2`&+KHrrJaxke2+;RPzoWnSK^oW|4C;{(hZdKfI@F%GXe8t#b10HZ zi9Nxlr@t(1+#vpTs@Dm7vlzq%_8gsA-vnpTS^nS+0Q|BmnJk?Ylli*Y2HL^~K81n_ zTrzjh+r+RjgQAP3DSK3sQ$^XZ=;>s>A?=^hT^?+Zc7j{s#?0J&@%gFqV5geAdhS1y zIH7=uC65m~T+w`w_M8{p%0VHLulvZ9TCE8|Xzi!-f%N0$zw|bMdK3_z!LR=M%DFrb5Kr6NjtAJ*rV7-x^+wb+jZm;=}_KZIWA3203GypLbc)2)n5c* zsS^V0TiQ;hCsxEiIdE4S{yD)$(ub>~5qE%oKCW|XQl-!eDU9TzfDmnF0+k}U71)q4(`9ew+ zbRG8y2Wajhk(Ua*h#&qo@&6Ln>1-)4d-lQVuh1o%ui&7RgYUjrfNpHo)C+JK{kVHF z&FLejlF5UlJD?{3VuW{tZEo8LXS8`EtoePx{x=RqP(m6Z$&x?u$pN{s3ga9~?jBCv zlNohqyGsQjkjyhdrE!ELeeMa9n~(LRtGiIYX49{~pGEBdkTDT`xzjh*I31T+fbsi$ z(W&-Eb&T9jWc!{Yxa-9W6>_Mkbe=>Co0kBF`cCPA%ZQXk#$BGe44ld>D>_t zZi8p0cAAF2z>`x_KCErx`I2J^Q(j+apkWI$}@uw&xq ze%nQnSXTS>TjHF0h*e|lPICPVtjB9|^}!B8rfAQHed`*M8Ans^NSr}d&w(*B)sH!pQgrfh8W+8B>L;k9e?a4LgHB#|X{Py;JI6L-hTxI$r z@7+Dl*PrzguPDR@=k}JQe=-YIg0cDxJB+hTGN{s%UUF;b-3=g(4VH<0@khy%c2Y7> zcz#(e5?wHUrna10TsR&8>;R7U*ccGSSzT=AU)Ofbm1(KEF0#E-?r&cA$84GAP~tW;qpiv+#`seuZX@Y1c3=FL)yM%*w=O|b_3AR_ z=OT$+kB*qS|9F_D_x|6-mkTdHCg*GtemHi^0Bozk^#^6r>9DfMCJ z-x6EQ_NJ7V0RZdVDXPS|AH&<%EN=kpJX~lg>Q$}rqXKyo$C3Tuc3$=9ZL>Nl+wnfW zIdymGtkGgsI7+bn>Z)DW!jw`?O@pgM??IP-P{4dz{e$!NpoI}V(ct7@?-{}=a;zF3 zoPWOm0SIfZcSF^8j2mqz2Q1BGUZF%S*`%)Tp0$BGfZ%YP+cI7_%dskcA+2L z>srTfrNAmX>y(kw&EjyfP7xj`qxtdhg8=uYocN;J5;>^h zUO3fc!nzTk`aP2H$^Cri!>YEH<=wGcxCsaJcR3xAq#BtY6cP$n(9d+tWve>mC#rLR z{maf%6yDDBhl0Cn92C2&I4dK=cPrtUV5@>?m&On6v;c zG}I8@|R-rOQQ#Fdrba2nForl@%*eNku#z%?mM z&9&M>o%xfN_^Haw8zj3E+~G!+#5XC(;~?U)f^Ss{Y&;fP)PQ%Qe0o8Ko5b^qWhf9C z>H^?HKDCIHg(M-h35jkx#Hu4mc@xkq-z+S=*slrZyEA{7~*%ywE%q4@{pZL=|MN%%g-X>9W0_`>t@>hzDmsgr5(+( z7K3SPuVC6sMx({V+dhKbeQ5kB_Ul%R^2OeJ{Iz>13qqspoqzByuj!W3^Dy328~(NK zwRqx8p31RoP_OAAh^-c__T-!EGoTHFUDHjNzf9b(UuGCKUIPJA)QYI9$a;(ue=Jue zukk!*Um#|MuI&L+_JoPk%PP=z9R*R%LQ`y2tjrE(i=r+}ye|Ax!?(#w4J)G)$P(C- z?WG0HX?&-LBzeD+52t|08BQ}%8-snfhtKt&KV&cH-ch3T$ z(ISFFNL4rw5H~Qo%nBqs;C#))Ayi1kbr79BL0YH+TOdKuwnX`He1{Q3VAOWTsF<-Y z$Es3oT~o>v=O0|)I6bbqaEvyvPc4h1DV?R|og|GM1NBa&NeH}W?kIt^x(&9gF5FPV zxr!0kxFkndT@e{Y1A$s#TVcK-Gj0j{5HD^s%2HcYKTQ~ikSwQw739vCoM=u=IWJ}W zUdjRFGK7&~hm{!~*BI>Gh(reRlh4y6@nsOsi2R&E8afag#Z=6lMsN>y*d&_~D5`hE z=0TLjSv%E|^=zu?OJn^U^19Mjop%)7yJ5dTPl$GEiwJ*@x7@h}cckp?daTd^--&lp z6cxx0C$Jq+Yh}2&iW7ORT?=UM97`I{@Fjy=bD19tLOA%rY}U@2_(&BhcSIp(PY_}d zS&n8VU}ND=(r4HX_tb^`S=Mt0T36rZ55=Rys9@&BF22o|7Diio41|Jo&eSBxq@NoI z0(m0NDWT7md~OyNatk%z%b=+^H%BihW$*q;HINpnLOYHNEtPJD zs-T$}$MTBC4nq@jYgLuqcm?whd00qP6(2{uT0U`7EfQ2SW0NeDZ5GFnMj(-4l5S=) zzeP^5Cw=zisg3459Hn8cWn98whK7u}XAUiP9dW;Ux({nLp1Wb8bC+Ps=`d2Vv!kfh zcz9Tks{mk&ZJ43|hhuM2b@E3eTZcBzu9Qw2xL-g{R*V%L)?)rVc1ZwOZSDy&V@62_ zh18_`lt3Z543%>-_sn;)2ciO0JQ%MSdwW=1jWj|y_TVLu^BfG;?u;!#VR~S9UgXlT zOSga!^)kEtplanhIh+ej-n-v@a&NZR0|gMC8g0^QJgjRG{QD;`8PsMAVPB4w67H+! zJIOJnjIIBT>^<{ey&(C=5u$s4>eRYbZ^5Gfx0*xe?4a)y$131as3P-3*k-i^;ik=l zMKaC<6WQOXAC1R4h8I*e+diD~O8&OxYUk?CjC<(zbJ9Ujk@5q^LO=)K=Nnb#n$h+M~ zKt(-u{*#v?cyW3|l*6D9!(sOCFBUu-p`DEGPwl{wS`7FBP7f|OA88CWP}YGhRRQkJ ztf8%hSq**(4huCe7WWm|>wduzJOpg{W)K1P1d;)cbX4V;JJ@C!VswaWG?Kv(7j7^A z%4t*!ms*460k|zN$|fLI{+r5I%5;Oc_pqnLr43+U#NgfNKq<*|s&5hsX{B#XHa+>b zG8oYEp~)THiUEeEqGf2r=cOJq{L89zYZppzz8t7@!0^QlUAEXIl#`qHR}eL?oN4I= z%2QlJ8Fv5#Q6M7-)c(7VosKNR6kWE(zXWvy?`HAR)SpuGDC|}OIbwH%k64Xzbk}a2 zck&!-`AF=2T!S#i$L%NpN|ffO75r3xrYduj-OTG*1C^?-Q+$37T?RqItf8D|yBn5z zsO;9v_=MCy;wtM(kJ2n%dE}Hhq((9yQc5yY8p*x`9JzbQQx60{{V0qUKyJ8{uAV3W z+foBgvzv#Sw6Jau( z&-k{%=Y6DOk6_Wh7oRYNjKSqw{=Y4t;KPm51&WtNNjF=aY_N z%qC!XSX^Cr0I02irs$`I^MJ}^;rG!nMl!Qv7Agc->~-^}dn00JH>FQw~T0$IYQ?J>(E`=hsH-tAcVR#Eqv;dZ^~EkJDH4m>!QA}(wVP7&WfQ8 z;(gx`TMW+!2Q@~Y?}-SAfo?4Td+BHbY>Yh)j5qINRg5BnK&8QBR*AlG;qHe)g$CO< z2DU`|1=%^aMFzOVIKl5!b7^Dd0<&pYr?>bEs7!(PH}D13Co0Vg7j$za1z^UL#q^23 zR&C#hLvG!a%E2P=NM+ylx-_Eef$)jj_Xxg&;$X-aC$Kx69n-?iUV}0cL&M+3k$upk zcAn^*5)UDI4u+Hf-lL#M)uEv!ioJ2J3r~*dww#b zw}U6L&_42*U7B&m)*?Fmgi>pTR}EA&L%By5)(M`8160o0Ok_0_4yu@(>0E$*wIr^hDk7%NH7W$en|xiRQsO5h~8N z3clLjm!$0Gq8B6=PWartu9;uUM>9gmr&eJfGxV9(i@cQ2$x0f-&6ADYq?djzj%1@^ zGu}HtPQ3$VRkl#HKp(8-KYb`soqY4R3%V@u<|xg?y3j_SPGY;99l=tSp(a-F(?uus zjlp{|WkMKhoQ8(c`h~%g_6uS70V01H`;fXQjq!ukm?7FF)G2w8UKs%qx%-IfQ<;hi)HcWP? z6I1}9i6Oeym)R7DPo+wgoX3%XFRz&nK!`zuq;)AVMWUJ1KgPLdC(o=Y?hrJLUobJx zTkMB@r{Y0mo>VqNHljC|)iqPK`u2TsH@iRwb&qqN>%iy6rs2j{ex%^Ry$7)7ORO!_ z+Rk(;0+pwa4;OhttTHIT_Y}=6VJ47ZhI&e+OwCbP?#+KjFu%^_#uAuWnzYPG%l3J$ z`rySvC;>P~zv)~M;`Rw8GnrIWpE}`(vnw#lcxR#qK!KotNYD`4f{9Xbd#i`slmtzk zU0WX@q^Gei;Aw(NArAl$1R)(~Ra0wEb#}eGKJ4(8m6dN`q7iKCv_!sNM(p`L7|CNP zJ13CjIq|XTf})sw1+FoquZGkRE9v$j(j2T7{C16hbI*kW-^KjdtKhqVp|>R zoNIfI{C=qu4Ro#`elcW^Cl>riT$P2tmfk5Czml%%@W#D5mCQ8Hi z8RY+TDP=$Ys^eCFIznysR)(KvR{UbPUqc?SNG)rBG54E?#1z@4yVPV`d@hd)^GzOB zYd~Z&1W4_`rGR%0e-ixEcxtF|GOFYTuJ!j5#%6nlN|bY92b)+X;J+#lKC(VUkl!#M zFVfAb0FN5NveY&F;X%)s_-h?|6&_I&-VJKNs2%-%ud|)b8BCED$#tiZX6KuypRctN z-7%O!y6qTYPeVBDOuPn4vo!u09>6l!ouMHKTVe@y&n5II{{mww4WITy#m*Bz;zx2@7o5DLE^#+;mJRfqFR>U7Hk#* z^&Nih&j7zqzLCeN-+hmA1K76Ooy{+NtV=bk0q=Ie+eq~0yP`lh#<0}xze@@3Cz(Mv zaGsF{F=bw4a7Dl$gJ?U-IJK>{?6l zVF?}*FQ&vWZ!`d8;BWv`eDd3V#rgS<1Iqsh+rPvqf{oo({-A!Nz_nS4`T3!ofmocl zAva+qqOrm9E7oyb{YK}9B&V_YSYu^S8&jF#^xaqO*FL3!Sy3Uly$f#X&28X#-Jb3? zSAM^I#Yz|+ryH$TIT{F}bXdKhb}4*9MOp3q(ktU~DIjIR>3dZR!C9)N z${AGX1Qp_(uPa$9k9X^H1!{&X?gS<|g6lEL+#gH}LrIA~9<88ur?_If`BtjlS6P`} zdH!7K=62UXpWx98Im_rIck4MW+fLtPlK=YV%$Yo!A4;<|fp+_&H)v>IN}SCpWAYFC z@VsN!d`Lz2OF8*n3Po8}pG0!n&iEJJJf> zmh#DQ)$X%JF$2J*`AI3tu2dv)%?}b1y`DjJL5`=!un$Ku8S!E7UrmSwbu?_wK{s-J z>7&b7K$4moC`~btat$F#RnPL0{t=buz3gw$`SznEjTujT_K(A+gNIT2Pn`yw{JV29RL+ZLII}yRY&)> z4lZ^B6c+F}`vCIErgWA86qRPXT~`*I{ICGYjZ_im=611h9xT5 z{tTN>_=yan+jTkF>wcAdt6TZ)(eN5A(?TyRg~_?Ws!+{ee7fDJ>)^Bx=x4@}u3v|8 z^1E{e7RBeDT}{4c56&flehTJB=xO6C%*y9=h7M${@IdF0umu&-6@*zb>w;#cvY^vM z{Kr7~iOh*hgw-P)byrwFprb_yFrQ!})bN(|pRegJf9pN=P3*PZOe1YlX|)M{sI;zH z4xECr9O0#+XyaxjN3X1A3yqviyd0m(rb$Y`{PSBC@yc(BB_oy#?6XaTr+r*X`9vY& zO-Q48BOgWi{zd6si9J`nJw)CIR|vp1(v33_Sm@A|k}KQ`??K4eLnPAhsQAo7&iO1D z%MF+|5Do^1p!66GA~(c(K$r)dI|bT;gwTgBKR{OlHuXq$h_S zJ-WFK^HTADxO(?^Cj0+!{C!t99Yi{rbER_MotQ=DFiBB&MN&>V#IT$a!(zrQcMdfq zNoUkdgCFgUs7>1=`+0gHGP51rzK7RjQuRV{i>$>)OJx{Oa6=ZBsevL=U zo^G|)de%QJ9A$zphohtL3s6xyx7KPs*JRNHv@Rv=O?zv~tBT9s#7?!`S_qDRRMd1! zO?OKi)~Lt;eNw11mIlRESabenwn|pr2YqQ{gQ9B)2d5szgquxh-=Q~Ib?Efq+K% z3O@Sosef1fGSq|gg=anT&IQ?}J@l&AXFTewBtsPsNRQhM?bF21x?g`ZVsK4^{bhIF z()fpUu5Xa3;KLP_;3H$~Dhp~7_>$O7kQALwaug>OTc=`u?{`gC`M+(wt1hA_+T``f ze4i7esKdV<7n{9}8jhh`j?c?oG&FYW^}RJdEqBqfS9&SnP5<-9$QolP2%4brNda_f zvCo=Jfc!9C@wPj}I#U^~#RfY3$vjKpvvwA8%zKczPHi$l7MDSDX>BJRxU8Hz*q zT2(oZM~MxJ&Qt;S(&;B|H=eQn$8*qG@HFu}JETX?m?w!U{>;PM$#%;6%FE01S$k(YVQn&+qfZFOYgffHoEYw( zBuL;CKJHw*10SWnFVpH#Z2dvYpAkjLL@>ztz1rcD#%p4zYh=h<+vl1rF=wg5ryd)X+-s$GTas z2qc}OLQ-pPj%ecB_c$rUsAGED%fJ*=ru&l1MgQpiugL$wubbl2_R zg;4hBbV=x~>;HmBmrev3ip}ret2IMlbqh1XcBp84hn7tIBW(y7)bc!0-BcRHmCqUB zE~f{aG46{2hl04*b4JvX^SN}p-jTWvq)+4mBh@zLUrO?LraiB>M3DnrW+ z=AYk8gYQ)-2D?aYWd($J@e+SCZKPvd|7}Ka1J9@DZ{nqB!1lstK*nl%I=d@Qd0-?q zbH=m|C|Fa__7XZqRLifm;3jifFQNHtPN(e@LE$PY;-F2J92Wme-&;lM1A0{K)Jjpx zbt7Z#=xpNN`W~Ua??&|}GPl4g9f}%@(H+uuwPGQ=zD`p^lMTK+vTynGL&FE>P@=_? zsE_r|4Yl@Tz+GoJqQ zJqa|#(sr8*eQ3`s)CKK<;Nx%91?K|WPbj}DR>6Ss8)JiaPm0iEy}-;-aNd|j{<^t0 zfs0t(xZa})wEKbS%T$l2vn3z-9s!j>4?D1X_o(nV+LCV-SVu>&d-FMGr*-Bl4Pfj? za{4k4tK$kUiFN5&g329z8Bn<+S#B;Cr)E5(%B|X?Il6EJw0()HkQctZ&HO#DpA))q zJ*}i&o7Sg&VzKXmuj#Wtv$kcsS+nZ{+i@AkFN?(`8ec36xarv&(u-dT03ZHa-=vMx ze8~aD2-EUVg%Q>ebRK#`{o|_1rBqOhWcMJ=N73*L_y`LP`3DC`BnL->+8}dK-vndF zDQ(dR3{=#~?yDy~-YY5%BKKSm95Sor-e!1JI#O?R4ke}!{%~Y4Zd|jvYSqK%Ihk6V z{(!UnDICo#+IXd9-+F$#-BCP0K`pxBr1YtAEayOErCG_Ctee$fYe@ZT^-)yEYPERc z4)QfMIs{n4TMeFF12iVdrR96?M^!qc_>ix2bb1tohE~Q?ZNv~eN4XSr4Klg%VUQN@&kDp6z<87Nav!8()5MT zH>uB?g?$SdKc0I}yJgg*&kfdN&aw5Y2BoYWyUTY>Jnxt|u!w8mEOnn9EYXSR)(V#J5$mfq{&I4# zq&lL@Y`W4-Iiu|3KxDV#^Uzo6LCZz#ITi1wDap$QrK4r`#U{oBRGlpHw3|Ie%0pjr z>fEbY^$%v#C$PPori2Qo0P#Ek%c$W5%mV%*hPa?!&ceSSV_ctjb<=;c3?%0h!`G-z zXRSX|xIVT#*45acly$xz-X{ zj!QJ>)csO5#<()hwo=Jm-V*mf5TkfMYtJgCd}o7 zDT!vgy&YwyFx0L7QEMN?$lOn|6AWT2bMZyk8GTA1&xKw|#DV0cP4*Txam zfKJoC>|Nc}ijZPGAZzE({wrv+KAoJtPOY2D&D!mF7jGLZvs+7&k=U-3S8}A2cPi_PyL_dT^QFvJC9X3kPx!FDE^`dhr=&Lvd3EF# zari{R-zBbuQ``}z7vtn|{}tY)zV8zM;JBDML!!%wiYG@dngJmq==k|pV}xs>0enK@ zUWseQ84*&CHuE%xFSn<6oPPC}7#~!ins+|>jQD29JHX++081zlodg=f# zJ$nC}rmpyH6?$7HL?9K>%`1w8G;NgNDb;zUc77RJBNE$qEpyj5h$!fvCeqezi=PVK z{1{<=iGbw<#TO9H)-_iFQU8lX%71&69FIdESEg@_bedTzD|@j@_4T~2FY{GBE#*~r zO+JNqIc&Xb#?s=Z3c9&s_m9_8KK^1FU=2ya{BEp?s)${Kb+v-QGk03{prKqp`~x&9 z63DkkS1Xn?1N(Ux*Yhh|K}F;srtAbE$?Xb@b$n(5TD}6}R-ROhIuH214D<@I{KV|R z{4ORU1&3$>cp){)Ja)2~$OsW`xR$9Y-~FTSqOJ~aX2;AD;*S@rVj6+Nal^G%f+Ouu zsI;p<(Q}n5Y5c#)o8-D6P4{FWAWaw68{1Mn20Bu~stDQ**#A3)9!$HKEj3U>Wg_rM zPmeb0Ff*r=M>;A`sh$Fj?_V!V~j!Ae|r`QF=3nHhxQKy=$ebdI;( zs9ze*rx?W!xcY%}2w>Nj9Y##^*b7b{M8x&sy5NZ1CU7Q)V+TRa#%=mvTXi0*a^RQ8 zat5VS_7d(C28f#tZY=27IXN2~xKakmJN zj0J!+KLB{9A13xPPp`EyZT}3Oi?WS%w-j32**{w%+NfhFQu)PR)rwboD>X#dr-$P-H;)%A zIxXz#IiN(2;pkcYJCci-vR@lKwy2Dl3bh(1L1_8skCU(b1icR_Qax4$$2vkTEB<&- z>P8jRzpXyatD3!o%qLhAT&-sMmK^?G13bK<8(6RWbWLIjAo-{-{aA!{Hy~!*LW5ln zw6X>oKF1p!!deQi6I!OWx3kkWfa?;$`)q1S-Bd39Um4f3l+v#=Jd`aR&%IPEor+%r z_~pV6eP8+OF|v>VBaFQu{EyYCHyU7sp~xhY7YU#vQf1G+DXFlp{OBkI(A zRI-n4$aWTz^?Hh1hOf zsMC4o=whVF+xHx9z9ncHPDCQD1k6x| z-*eB1a9BFe8^?DsMGekj$hXOI8qe0ojK`?tm%iEgfA56{78{WCQ^C!OkF@NuZwA_p zWL^Mw=hA4tmp}!%@_FXnPBQ%szW+f&T~&OUszu0lbUy!pQnrC4dvF#4Hs3%ohtG3?}}G zit+7QSlXQ;{Vy9*H#<-RjTJOO!0_J&f{w31t;>DP#*Yh@$#p#xo>HnbxE+v8w=Vvn zLOOU_BDTMA(~XS%{+&kQR18u!va%>Zq+E0MJ1=@G5ZMMj4(Z=n_bbd-+snk!f_XQX z_aqY)QLY?j&K{QFU$@-R^e4KtCfeO}@Fe-J@4Ia6-#XvVf4CuH>K%DK!LwYv zlYqjXt8O@J1R8JXrvzvcjWnFML6@^->UU=2FTyeW>vtyOFY-;!-a*!gm!+;o-*+jn zQD0*;yaA2;9V-%0%1tZXJWi?zM+rwp?w58i?{s6h%TMt72Q5}Q{0dW$Io?m0^p8Diqb z@Q^=$J+fOviTrsR-NqYjFJVL&G;&PbhqWBEMj#53%w_Yz+9BUK9|a+`9ZV@3pt=c~ zJY<=-!=Rsi^gduEZx#i1}u z7r|@5tf@UOmT?XQL~3Jac}o|k0zWJbgMQ3|(bj^0A#_qUgP3|GlBT>)6BXX6li*7P6HC^o86We0YMA~tHfbzV1 zL>9lB-oN~DmS@A82)wlQGZ3S;HCyriOT2SG+-z*u7jm>O4nK&yG+aSW86dG};M09JBue{%e8{9n|kqPHi+-?Lk? z)#tS6{V`;PA#xo;)}FljE4eJm`Yq2zPi;wsd=GxYEQl#RU3e+Bn6lGr^lrpOJGylnR(Wx0c_js&lH7+}&lCxj6lt(G zHE@4t+yn)!4j4z?7?8fGTQRZB5Qp^sR3#-0Sq-Jb=;wF;E9WaTyMK90K)Qhm(cTfk zIoYP5m{iBQaa4_y1o^S9Slbuc2dv)w9rLwxO6c&3JNfz9@$Tt1c*w5#O?+g!n-Y(0tf zG{uV!+tKIe)1R7b4p>p)0rHIB3@>m~;0H^_P((y=7A!~!gZ5YyV@Ll%y;>KaFr{l( zF|;Fa{O-1_4Do@KG)2z~dsAUjvMe`&?JQZF_t(9-4@~KWFW?lc!j2Z$yf8XI7N|6) z!@GPBKFNNaJ{oWbdub;tdz5xp5ZozLV$>!%e+?>#%^N(9`x}OIi`(Q?CC;JW|I;{A zd@v;~gQNFpHPe|mMHtGhXmjNR3s^y#fG?I#MSW6`X=#OHFI;b{v%ol*!jB1%O5->} zPs*zxWf3ESS@UfNDfmE8ZR}*}H3wRT>KVA(3d-60k#N-WsPF4zPhdfc*TM8`X>V21 zU}Z$#r}dKL-d#JXbdrRGEh1Z_h_eT`G?v8S-C&^XS!z`wD#cCzwDXeTuz zX1Rp}@wa+3cd8Vly)Lwmd{R)P<&L|B&t9#k^~7`b-Am{-)XH|F1v_}WsHcc@6%sQ7 zcD1~oV8c#S;IwHb@FD?0;_#rLC}XZ#!nvHIE^kq`gS7rREFvxa_m>I&!sMWvtN_K9 zlx~G&>~SA?hO{5J8wxGQQC2_HLvOHyR}bH$H^avLxWFlr)V4Y+0aBnNPtBZ3w~8LX zT1jnnM&vg)g1VRr(z3La&!od4AsSgzKK=71eu5^X)em6sY-VqcNyu2e#n^>H#Ylg$ z+Y5hyOvXo{Vmd-HYd~vK5z+RnjAZL|pl?<>zL&5a9fiI7=K8qTtUdpo1Q1H>o|IzS zeP$(s50RPnZB@}F&Q-moslqi#hxZ!;J7P_cIpL-%LMz9BguNTTrl4$26O0U0TDN{m zW+p+l;};j%HQn3mI6w);=lz|^@0Kcb*_)Mt2?Rj0reWHmK_8^-D`12`szV#F(d;nK zC$s8tk2(Lbw`?W$<^x$<@r%#~X*+KNyG$G6a7n3H+rxs8@%Ml6&-u$3p&9NkCU`c8 z+|{#J&ey=%<)-sX>W^k0PQ=AiNu7r}FivL`)jC$z#UgVwpD{68bA>7gz`nP+gI%`U zvii(3{9!q)DaVLhG7^elSO7sfB0=x{mHz^)y(f4bT3yu!oh$ESk@=4U$nn%Hfr>@@ zGL_U*eIe|u;vcAMokT+e@a94OFTM=x;8XquDF5p3wtLV(!Vn}aisS6eO3UaV_o>9OdXE&*@_!a@H ziIfzMA``A<+5bmnBX2#k?~-l`GT-$`xNLsM!-@>qMo-!gg}n$3#Nu7>neuLp9y;;5 zKqWPB57x46W43`-r*f3LiQm9yl8Q@YM-{V`*yJ9Cje7vItg$wAgOH-L4GIFKa}~jE ztg+ZCk#FxMj=0ksH-|js2AgpnO({j9A3+3aGjGe$IO-p4g}v~CK;M+W{l$tb>_7Ap z+sH{Cx-ZUGX=n_+^~#R<3g6M~GoB-kGyQrMH1QtiP~fNG!lu!Y7ThJl32V^it)4K_ zpqis-TE{Lay5hMA#y#A@=+9mFdYCnW4}nJ~1L(J=^hb$zWodgudK6wtH|6m|mgxCT zN8V!E!{y+lU}iG29IjIQ7LySl3j?g$RC^vlqBO98JreF&9KB*>sVB|9F#ivaBq z9lxvWn+^8wNTP2YJKbp{e`Xts6YSRt>jlWp?F&&$i#FI>B4`_1E>-#tK)&&7=sc3I zxf!r_gIG&)PEl5sL2#hEK?J_<`)TAfGzo=ApSdA++$FaHy7nVxnvsSJk)!X3!m1Om z{wP51F^cTcN@MO!O^Enrvmn@u2AJQgRNao(ebr7)$bi3ZXT4_2G9B)wn(1Gt&1c6< zwim2M!p|12Pc317iwkGS_N0uLOU^G%|K`$e4a`K&Npd_&dB2JmFb)HrFimuOXWr<> zK!2i>quff0Rdn?tZK#$9g;B&P|gM zV39&Rsa5BV2Y&J2{rW65^WW>-!EpZU@o`d5ILa_*2k{K}j{#}E76s3(Cq_XtjHttjZ66ajWO!8LV1qjphU(A1PSNt!dY zh)`How;$Nu*};p>FX{<2BEXmuq>acL5ECeS$r6ktS}*=#8TDi62sY8Q%jVbHIv3CW6rze;jLdj#q_hJ=~H zjaN`bDe~X=Tvx@vxPT$pxBp7x-WS?$vhT;=aHeZe zZwLetS~1n1n9T*wA_da;A_+YWo@_|=0wkN$!;~Sb(r!=j6T*6*PA|~M2?6%sG0v8v zxm2X^=dNJOF7e4}N5gv8Zs-+o+v0;Q-F|K0IZMF{x%XEu&<|z1kyCWB5`5&@&R z{pO1ltmr=5$#@x1uFHZi;!{r;WH|1ewTFVP$D7W0Ye^takwO=J|u*=1irK z5TSSHRBC38T4GaSO(aVq*nw?_kMTmm@_X1AIK%7!egs$|JMVR;5V1(^iOL{oaeq03Do;BQA zvH>ihT53hY{l+!Qm=~*H7k9AZZz9%>^2*%Y3QWUpW0ryAU2eO<=>&0F9VpnMikSNG z`ggYt{|Q?$AACn_pOoSf9p^w?)yIU`>7KR;vcFtoAfjJv@8l{YWU(sFb81xro%9Sx>`l%IMn6;&sT(HDX)EbNIz zmQRW5=ZxQ;!%StH{G!3SVh1)`%yx+~RdcYb9|4{#?;hm$Cf!4kHSbOpN6dl-0m!2} z2`J!6e?JDc!-IkyT8_&%_O8+WagDuadS0NC0KYj05Z0hB$0e-?hEOGkjkCTOBe zebHW{;v!fxwCDS=2R5ioga7{vu#by97oxAy-H+1eO&AYLN#Ix40P@{AL5~4gVK9{3 zSzgEdl`xlTPtc2i^1O4NmRCQ+|5=+_X8YmXXkdQgaq@CqFpwq*6uP=#l3jz5$C}3)9g7| zjjsTomHcEX=UJH45t3~L<`a8B9k|JlL0F)mqV!lKkP^eGxe5*3+^mnX=FSDog4o?4 z*t>!M{9_1&2D-JtE^gU&J4CDnTvsFl*Z6kGW$*!bFnTsAmG625+-=}g@|V8G=lS3@ zf(ajS%wWuF^iu))gmCw{-ouMvqClur1m7nxL!OnfWCVQsuS5R5nz40y+Rit~qmU`9HzP%_|h3%E3-SiC)j zo7NQBDlvx4gGc;jY=N;RJCO*x(z)-5Kh5FSC}%DP_jC;})whIM3xXv;f^O5Iul2;S za$p}qnTTA*1?$PUx?iIo`nHq*2TE!uGiP>!S8zRHd&FpW;K4-jo{9-vsEsJ>wqHMo zNzD|fA=u?misI$F9qWcmd%=4lCfG0bbNoX4*Y|5uBw1Kpu+ssPjIQ0!Rsx$FxNO!& z21 zzH8kWlA=v=QeLd5~eQh{C zq_=^v`n8r-5grb{La|Y>{4U7k_{>Ss?~5zEUef;Io3 zCWwY!56VyRN6tF~Asalz5$tjB|5jxyR&IqRkf-^#gf92BH?Y5ND&0Ya`Hdu8&|Oo6 z5cW+|^?$~|Ebf*&35ZDvvQeFq#XTo6eGpesthewtm%bpACxPnV(;V9`=uX!H!$rC_ zP@5w5z=^FWq!Qa@vubVEx0dkYTn0*Y(T{#953N?YKdPs02X+$+k_3Qn?m-zeq% zo@FF_kA1nAteKgJ#XFsyfXX)%az0z=g5CpCl_;Q~RfguUW0 zgO04Eedqg3%qF}I5!Oym%tx(_B_Bg$ZzyOh!fzDe>yC;TI;Zeojyh*GAgVs4!LCgg`B1O~2CzY>f@#=b-$sg-Knc&8yL+1k(a0Z1EFe?AD$+FUHN@!MA;8F%?9}>g(OQFi^e`Bu36aYc zcw6I_n6rg}9nMckHQPJWZ9Mh-YnFQXdH4a7`|msykBYrFn}iR*K2ppJoS)T{MZ$vz zHZ`}}p1U98w;W8@%6`Z?;(Q@0dMR;n9sE_#N3@*__)(~Fco$3h44qsq9}S;kpG8LM zyUAPR#m?O;9jo^PKPyLrFbgb;*iS8YRC{?ZVODZW){u>v?j4xTVGp=>4Fnin&^=A` zcf1%2cy9o_yPP-MP`%ItYUWlgXK~4Q4NYI?+f!hLmfg;B&0gq3n#QMzf8I|qaCh8> z{=oFLcLj>9{Ppq@{Nu2@)2*JyZpI$tp7*vF&Od+;ro5NUvm(w&NYa+i;Ui!+o}QlH z5${vHF9;v+%yqWA3RKjMhUc+Uv}xruz?)(VRLQvxsUi+n5+E-ZK2|D=%_Ax9gkO$x zg^?~|DMrx=l()MrJ_6={>B~xI5dm%=uustOzK_9gi}|hb_Y$xw;+SLhGuy%MV>@kx-B;t66g%_A-E!W!E07KZQY@l7JYJYxxb_gZuC#?BQ9R876p} z@-30h#PTmiovRYyjh%{yKyle&1zHLhbdSaQG{f9mIzW&*vIEmSYD`QJF#)fgrMDLZ zYMiIJmA5vPs~~5<$UbL97INzzQ6&m@;W8F6z@5CxmDLclopTnTHEs6`3I^Uifami1 zfhG_Wd#Bb1wxEZuK~spZz;kx5kw;7Jnj%FeQ4)E(vP^{t@ETWJ$|D|G64w;w=(znq zMA+reT)Y3M7-3OFL+|h#VBh9h%-gUdfy;Q$d`+v26I*4o2G#+W9&T{jIFOp_@U^3a#t=jj!J{~|^ogzQt^FjTM!1wu! z%yg%XbrpgQ*BF&1wiAXcPZxToc6jBf63gi!>PC|Jx~ z>JCtAaK;mvi(MO3HDpm>U4M$`<-!ZDJ)`XGQiMh^I?c7a@7PkA>OaRi8?ZTaM0G{D z=U8}M_vk166MuyixBPRI!@}ccuM;hWpHe_m;wpR3Lqw--h;G{G!+QSP8mu_Fd|(rB zEdwKGY#VMqSr~up(mRn4I9M!fSXC85z1T6;DSH z8O7+~JJ7E{V6;6>FtP>GH-Ulx4i_^m*}uEJNfZ#CHtLb~ogHd~MTExrH+-z<<=W@P zM6F5xzDDG0&Ma-|@~XB_L=P=sFJu>I75p|eB+`})v@Km+po|jX2Uir(Zr4WOU>*_h zSAjQxn<}(-446_kj!Q+a6GrTg(fQ>(w(YWR$9_#g9{fNu?eB%uMRze1zRL)H2#MSh zwT74M*S_9F&*fxIeUdH?IHIUgxFS<8n_8ZsfWE}^W$Eni)$?#Te@2mqaqfXD9#=jR z@ELf}?Y<|9mi*dHT!**kwLFs)AmE%7rJAwD13U#$#5xF9fn%G-cX(8CQzUsqaj`Sc z$t*XoRQXS1ThTUC{> z0~_ygn&2%drdBOzN*$yk-6jHd3PS2t-R%8a{s!^k!iW#5Ay&RKXI7f%RRI!$>8h$g zLKKMM#+%nI&+=q3?IGIxo3yD!(J<8~CD2PAai>!`D|ktj!qP8p==s@{h3*w>iCTpJ^Juhv=8`!VYV5)^nFb%v1zFyo?%e91#!on7No)Q7Z@>F z9{|wzJvRzuc?tfj?z*Xs*hiN+^@tQCe$_pm4hl(}TtR}KHnD7>G4ly&)E{PS{H=Z_ zOAedvG!b-Ox3cU&lfQtL54Q^0UN+2uop6I%EI`9`Dtw-M%_Mmugi|Mn1!k;ZB|;n# zSR6(YjRvY{E&|YdV8J1_3gotDh~`==2_U!ZLElAgZas?eb~0WZKjmj858UmHZruxE z3L?Ihsfd`t4#HXxy*mZ+d1r$`5Zx3rz2HIj9xvdC@qZL_Dbq=Vosh4Oi!Ml&&F@qO zQrbyRM?Qt-mdJy~4t$ZA8<>I0H^fi#QC8@i2n_GUYn+#EYAML5ix?YHwnu*s83f9w z=Pi{`NwY$uQ`qG&VxH$;`=}*bo#V!l zVk-)~W6qh~e!&;w555?s1t>Qw(6O~YS9Gb^U2vv{AqOyaA)Z$fu^6`^dMYMrkJ}v0 zqjg~`9pGa1Tgo5y8^5R6$^T`yl2JDIB1fPRigdeF;kd)!87 zuUld9d(ahY+GL)gV{Kv7t_3q`besmTp!$7w!^i({&g}fCo~>GmO@@E0DuL_}XhxGo zL^&R5cN9Dz)~fk6Mi%hy(DfpQa~pHv%vpDSic+jK=;`yHGOTA*y}BIl5gI9gm=El& zD~su8i2h+`VuJ$BYH0IcLkFv_%$>tMT?AHo&*J{-O2P2U&C=3sX3APl#FqfLgy!xFggyxT z-|MAIijD43I3;ks1*G2jqf)SuASIWQq<5%6(KU&2+cROJY-Q!|&lx#}k=@&+I^({U zH|a`6NaX*1urp2wQsQ$#yIri0N)aj=l;I@aAFU;}3IeY%17~gaxd%>^^6LYow?TF$ zVh2W=+e*Xw>l&J1_0PbnGG>&)mqDN0vs;+wDou%b*Y5Cf9vNdauQzlW?c2c$Xm$>UC=U$Q((FdV7lfI<4NJKC_bwQsJJ!VtA`C zqm&p66k0SN;hOQBqZ8PTz>rbC4LCv;LkSN^gaJP(VRra+<`#$$+S;dAI6w-pQ|7+P z&Grhfa^ugABWDH3+3e!VVs<$m+!`OiGZIXf3ikY@eo05BJDON4SppPq@pm7Btr=AW z``;it#)hj`6IYYQh9d9kVR|C{Kz91wd_X6CeT$1Iu)fA1E{Nu@$Ajtdh;Xq51#F#4 zRlkrOAl=-`d4jtTKfHKnu@!#PIqn*I-P&ETYsNMMn`EZumrXMLZGjXR-%->w0@n{5 zWesTq_0Z~z-xt8$Noi3?cGe)^bCHF_MyBgAlmNSry6|&U+ltG~RybSEt?H#xWPdKd zxa(bI_9cTe3m?!lzaRenlRDTe3goX6qoRXu4oATkmMx{xdg5R%FXF1A;i}TSp=v4g zR8`hK&bkLW?^Jwwgiw@xBUb&A`{;C`lut}ZzJd@=y zUh;JG{5$w#y*;~tMxwi*@Tas&;qQ>||4cjvX0aR2EEK9|Xa3yptN^*;0n1<;DZ(g! z9SaKB6-*2SLZ4CG>A@3ZSD8^j>FWunmG_)2>rxa?=&6DK@s!V+hbtoYB<1;zPG6A z{Cr?ebG#}*ncBts=QQzoIJ9{k;957I#US{GTR}zR?=88)YIj;=ZJ1$0*p;w4s&;zY z5CK&+?{RF`4?AmD#<&KKte(7GqJ`A%I*U?{OuHtI+EE==-S!(H(B4A*@^*Taof}yB zDIF^bS=Sk38d=OD!e+7ILJ-=oqEGOga!d8T^?xMXGHIPS7BySO$+`y$jvxr~eh&3x zEHm%wxZN>?;2#P%-4G{lDH?>pUK(hjvZ|$~q~d1%K+;%CbGLVh)HzoX|4>US^@-YR zYlEVeLsU@zwkFC)NX6Lm4ei@I>?J*~Q=bV{X6_)9+lVM~*)k|*o2#mNPik{DCO^4a zFMCCmqQUk{?O->3Sn)l!hE_A14+A>~GzsOUOTWdk{n%KwPY6b^tea^y=F6cHp>jrLnUw_D9afCuVl9 zu82^!0Tj>mc>ZOuk%dj{@Uj;URV8niwX88BUvIPR7^!>IY<)l_6|<1Hdo?wsbYk@h zUVGKcUKhgZT~|OTWxC}w4sT@CJ!;jy61KlyoW)$dbY3ZdG#chJ69brY-+!BZaoX5& z^m{Y^(sIAx=5K5ucz?HY3^!`2Y;5>XTaKaPSN`a=8YdvJ=3p)U&lo5_z{T{J)t{%; z0A={hGSmr8JEV+IR}F2}g3{UW(Px)2(^#&&o*{d8R= zYuIARY-N9%ev$TTpUx_gUdM$A=G@d^5#ty)uJ+W5H#hTr*pzC=G|wdC{-<9gB;tQ0 zG4seCt)d_k+t;&vGU1C{&fwj>(*>E`XE`8^Lf}m`2{!2FVKhJLD3ReB5wn5Pfy;iT z!Z}$zP_n4wfdzUJm@MT*9@G!}wHkFNQ)siHp2_ep>r%8FMo zQGeR0jY8@H@@W*MWl@wQzHue$GUo>I0(0tmjIM77D4K3kOswkAB; z9f*nglTKkDbkdl>ZMyJQwa>Op_G`;8o+zjDGv_=Ny$eG?E;9YwCeKTGPh-DdR-zg* z5Ag^=ZT@ijKkP_jYD}E@5fHA&GlW$6W2O7N8iMJdR4>eEr$) zy@H!;gsQ=DvpYB$lkJScn~hY^nHONAV&)1SpZA_&fc!?48K`RB!Mv@44iGe@3qdL& z7iFYDMAN^Gqd+0|Vp_5}Lk9H3Tlw5h00{~`xeIwmW1*a>&n&2Uj_`Q157d}LsPGDb zgS{{Ys4l(P%#t_E0*QpB3OufC7c_5N zr*g-yQFHXs(dFyZ*@YsT-@XR(B@iV_a0#L3>M_ZYO+2 zNecE;I~eontJ)-=8XTZ}N1WmfZEXT6=9?A3<38Hpw27{rQQ8AhZlGevf4qX!XUwpk zfaK2*NfQA*hBdai!bztS{|U_+bN33DZT!VZ_Vx*R4N!qrThk9^jTEv#&=L!ZyNA8r z6)-J|G+Ax^J6ulx2MRdMJ!xFOVL$l^mfG zr-Azov2`QenLDTaZb4rA!?8F)ouJ`{4DfieHi-?(gRN}fcR|SF`b3vYu|$yBI|jrbFMZ`lueNUK zwaXU~p@>IhuVlRhg}D&u+NRhaOx5mBzhFV=X9nNjYPNwgW1xtXQOF?gt)?tEYz0R8 z@n)i8Y2?fEZq%0o^q5=*s5#E6Hg?-E=lv61a1WW0RV^1e75~_?!gAa{?&V~BJDnW& z1ySI|t2r`VjN9ZS;hPA*YjV|NSFePeCFHVjq1Bh|L= zR}qKO(n)V5@?G^%lXWlGYQ$B}Q?sE$@U&D>x%Wnp%J<%|mbyN64oZEuL*?Ren7Bd+ zD^LSUNvrrkSf|&pJ}RoORYBi{7^n{O?V)06kt^8;m4%;OONu|oKZ9zkMMdJb$5Yw+ zQb29B8|)>s4AsdQOMVn&%6Q`#3|VBI++{;rpw`1fxHtoI&r~`io$Rst{MWs0-Rp zjUG(b|0E$S6V>m1Tl9X_Pj2_-`Zt6{w1PY(iIDEKXo{T*g0bI=_`Y*k{Wa=i%%L<>LuJD z!djOheU+?k3e8+iV~N0(9R$Qb|E#Qg>VIHfnssa7^9;a0@yKb^4Vmhz1J*5|B_Uk` ze<*yQaZPUCa=&-OuN;fY{eSjfdVbRD*o(Wkth~r zcc%xzS~?N1wYIc7eNbUR{svp|u5Uqz)-p5Oj_1K_KmVYEZ?GZpJI+%A%iBJ`w1f9x zJdpvKa}CvkByY3c^Ci0zjimJCCrolmlpac^=mq$P0>u7>z{V$O+a4oNsDaclT*@7l zS8>Lb(S9BZP8y||z3c#g@_!jxXkavx55U3Ew*qr@_V@vi=N;e6tQ`9~p!R# zLG7yDU-Cd|d6Qr|`04da7oURe3u_vHQ&;kN8vo(3tGA3#*FG1540J2P&0O)`ds0U7 zhECAXJ_zQIJLSq?oUe$G4OII6<9UtLA#9+-D<66Z?*Vu@?JuR4@gBMifG+m|lBJu* zW!mq;s+j@pmoW~P$9D~5$hhM*8SCrEchVROL-{Lb)WCTe*{P~djhvI<`A!@FkKj~0 zreS<%26#fj=fE4*H+yg^DEySEdk%J)m+URi+(DaU5uzW#a_x1Se+braOnVz3gWfg; zfVzQd$-SV4-R!c5ci-VM*c{4*cc2#)5*Q=xSri0v*lQ59Pt}+%DDIRrfj|j^`dwQP zzwmr}mM2}HR}?4$KJCjD`x7wSpQD&5;@E|dz_>sK1fA!>V&AM2>Ik4Da9l?;o(^E_ z2KA%M&yp3!hgi}a`wgz9;ZO#?1HvZd+V4SQsehQMA?ZPl2FmB5sX&FKW+MFt(x~N7 zLB#ySCQ_LZnWlcT!Qq{6N#suq#`be~d|4>O&v~FTU}&gfVXo>*2=Bpls+F$~&} z5Y=HnBNsa$`c-=$Py}Yo=Z=2!nVsOHpE8BQuk%shm)2UgHAq7x6UO*)vMfZkOvFh3 zQ17D&UWHZEXHtj$tXVT;|8eKuLbY47WV6*Ib||yw)Qb63uB0qOcG!UIZ(0v9JWV?u z0D=|XJC;L{CwkF_vjzth0BD1Mn6@SXbQl?cW!v!-HBj4nRbGRHsHUx02q8PLFiU4S zLl;cgYuuu$Xs#dn!9^R4b;l;5G#Mps>cL)~T{^R+*2;4?%2Tm>Zxb>L52xcP3V@l7 zV(6g$QFJlqVE$D-`juWW7)YOUasz9YlKH7Ycy;}Q`QGIzaetu8;g72G_Z_U}y27%` zqCieZ>!b5~D8+rnuMGIgR@SjgZA#lfKI^ahF|(Jap_K5jm9)xm=VkQjtEhiKd7=W} z0%X1q1)v?_2kTicsmrcXo6#2p$dC3HMTvFY!_E?i#?|oFAYWy4G#dux;4fENHlNk} z$Aj*;_y(kYl58(rdn96gO_~J)%Z`g5K-FTp2YjnDh&ESO?K76;CF^Sw;S=n$e9i*! zn_tWpMJLQ6^59|pO-(Qxc~AJ!97t(KV4X8Pr1CPP^&X(L?OKBSuVF`Nbl+*fcpHcf zfzGO$P9VOW*R^#w{A0#hO`zQa80#sN!rKXXE|=iO`4@X&G9bR4*L5+p<#rchodVF@8l(`@ z%`W(lqJQPi$B*D34UbW8P&!nzU%yKMxvwdL-c+h|9Qaus{M@aY?VbE9qt1BP3#9Hv zgIiKq?U4k(pVBonor{Uq1`2-InYG&f&vHEM%7wClTfMIA^3Sv++}87SoI=ZzCWl9Yn<3I-Ka0k`UTlkp&+coSAz;N)>ocE zSOs02H#>PMvinYlYM)=|r{T`KAds46R^E*t`}ewJOyO-!&V5+E%ZI902G>S^A0O(x zOFY9j(WoF{Zu9*E0Cm4=p9YRmle0xOYBs*9*2?eLm*LJcpupZ=Y?|4FOG5%(RPue6 z-UYp8KVu(;)Ia;o;3YU%O$cFt!S$mlz>Q`fhvu?vbP*)2Q)Om=0>nQAS%TB}`cRdr zA}ANXL1;AN(PbV6WugPqnf47ih+E!rPHl+MkvjXGiL(Ye@q}Xw#FHJ~@JK`Al`T_t z3qB(?{4Hp^7VD27G)cwA=x5`gBR${gOSuP|Ufm+z4-I>@q^J-O>pxks7C}5p)8LN4 z@0rt&nkEXvDr|S1sccz0ceA8BKYNq|w=L|Yc1`cVE~-;=LGn>x%jl@ZGu5d^4e|ab zJ}aa1252t^or&iROg>f>g&B~eqN^uGCAW(M9y^N_pfIH-zQa?BJED2doH&+)w7^!# z!T*zj^!YyP-2_VvR=zl#)^=0#_MZpkp(8du#Tocfb*g>)0n2*ycfrv=Sgt}#?kMd>XfM7^TAe8>_f;yu()c}2!~&28Ps=Dt zQiIBvzY_ko;BtfbBThuahWI~AGUkX!sJElp*64M*`SpvlAk}Q8DRZqV^5Z7V_G81l z*Fw2tp=CI(QVTfIGfryOjL+lIPQv@481L9>CeBBh`g(#t*Xl)1QN0fb*{rP62tA{( zL&9EA=*`v5W~G+({QOz(OH5B;^?=H4Vf#p3IQXNE(B4qqtxgA?@YP`Y%3z1&cHGF! z=>oGC|I>H@b?QRA;y}npJsS9^c)3 zXSAyVgDB?*dH=9!`rofp_}|O5?50Ws*SZG;{6^8T^LVlE7i_D^f^U|neL#R5GnaEb zZi+R6y?y<3cUK7Ln}`5%8Kh|chHs#7BbuXEf@Fi^z=C+sip*9EcvA6H)< z$n^g|{(g5KqElpemr9oyIp*vnZ=q7|dm%=Sg_u$A4hoZ0=3J#Hw-`A_!YIcoYz$k4 z%{7Z*G2{DuO~>c=`|o)?uIKi8JztN<nED3 z)C_d*QpgTESv=l7{o~u<`&|mJg6iiS+*ygbR+kFfXko9@H$oGycHIoDV4<7;o83bx zQOj+khW!gb&Rts3hugCbw9EnU^pD<{1z8B%6F_H^o9+SN%|ObV{6`vk)z?BEG-+Mc zv9{=)0w4$glFmxtYidF>_tIPflUeBQl{}O5ovOJSQ@J-inN_Ma18afPPe%gSHS-VH zkzzTmy88R&Gr;&T*c=bWnKRalhbp%<7lXiA!|cOA+e_3%xDM%W$2cwY8EmPjb2)P3 zdALMfWyEDO&5yFSW*Q*LDAvs|`0^|dN^{K(-xU~nX(}NS*gDq2lOy6B`*i?fLk{6| z-%d{u{OdBk<&{ne&+#{~HzOw!gd1B6FFnyILB~Sl)&|l;;^pa2UH-to{ta(W$%F%& zsBrFXhirgeWGk@9>P8gL2WyQ;n?vcmmIm<^Cv=z;kO*6b269c;fixnY!f;g}ZQq(- z5OtrpFO7ba@AdvOKH8-4ll&%IGc^!o8(S7W`T21AL}eOEYn@t>RIVO@eMcrY#AH%LSAo?OT& za$}ltKfWsHGzhz1mXXGexVjd~pn~A6i)MDHiqf5d$3c5DWZFQ%*&xUk&{|Od5{k-z zcATgGKF{PY;A{{H08s<+`w&=veW-5}6croloAru`j%7n^p}0>5@UO&Jnh#U=T)zQ+ zw+wKyuftzTiP8WC0Cs;s{tZRmc3^Z&Nku5#tW@!(tE4cZ*n7u4?YKS=3mWPRyj5me z9?o4@ar_~z&Y201g(tThEeh0!%2`TutD@;GR4G%J}f@Z~7q>*5$q=g@7 zm4&o8h#M_U`q*q(TYs!{f2eOFWsh1$>w5m%7!ccP!S%6|OjghZ`yX4EA;MQ1BH51E zgT!O@1R2~D;@h7K)LDlkd(%HfxQ40`c)`w^i<6G4G~+TFE)ioTm$T}R$7tLURHfb9 zFQ*0%4f$uI0!l$?Z&mYhphos3zqtqJ>|&XR>;}UJl`{33fu_d~(b?8t1mYV9pB{}l zXJAxiwG4t~b1uZNce*Y-Y+ME%74{zh`d^<6R)ajsrR@X5tCs^sxxOH!~o40tJz00VS)L&vOLBP!^h-2Ckz8u)+6 zCk%|Tv2;jgXd&>sV0p)m#bkBbr5Bli7>f#tt1qS80O(8G7)v{EI0riDT3QA+3R;FW zi1plyii!R;oNin{zdvrhYYCkN0z>sVkY36}7uzkafmY%SpbZK5Qd9CgZul%0`O+g3 z0fsMuVM_x3-C<;SW;utEGc_Gyc>WuPc%xHcq%%3pp9`%Lp~S zEccB!?|E9vj8}}MYRq>9=mw6EHi=YJ@7YTK5fU63ACtg3o+3v9uR{Hjep_8;M$&Y( zR+0kxVdIu8h73GcGDg2vlKaSx8!HWtuCxzEbWdW&J1`1MT5Q%_toAe`YDo=#S(Eh} zUG|b`xj#wMJ@>&T@zOzl%PYQN%&BRkT;{a9Vv>SZK7SQZeT&Tti^D9z!&|R)HR2L4 zcM7AP&nE*#cHWUQDAx$~*oXM|&a$wA;1e2lHC7Pd>1=}_o@f@~BNf;!3ZGPB9t5JQ zb(CQ>xt)&V{;BPE&Lu)IsES=#OXR!2TtP5SKj;8otIf0SWd;=Hx`i`0HeQ4n4(@)% zCZB0H7~;ukCe%sMkP2k4>S@qxw~U16XBoycjMwG2tZ~#KPk+R_kQpGR0c4zxB>i3I zl{Cg%F!KOVMustUm-~l!3wKsU!avJdxnHW}ZpVWiEN1iuylzYYZEl{C7L;hI_hWVA znX)|~`fmD7R8b1nU@BzMP!nQwD(3Rsax8;eO2hf<9dgGnKmik#daf~}HsF7=VUuIR zaMEUa2f+Wc4uGA!D%Br)9{h3V@3llh!ac#elso}t5JEUoG;r<>Vr|tpYrq{y9mr)M zVxo&JTc;1U$%j$?_=Tf{U@u{Dz;7KDhe3ReY(*Rp3_qwe9)yViqY&W*6c6( zsu)aM-^ehN7nU!RIku1gX*C#c`z|nVwa~ib-bf|LG^#`u^}YDsMHokO(KtdX+YjWw z@tt#}mjWm9*r_*pf7j|7>6m{5fuiHO-OC!G2!U4p4}EII?DdvB7)Li6SPGTQy-TqJ z&dusk>1AJ2hxtrQx;rv-te30$FAHHf4U4O|;~DfIaN9r?NbEL%Q$Vtx3^zSXDglZz zAlfI4gebIihr6ajQIwS#WA;mt6*^7Tk9lUPJYl_VJFp^x%!RH$qd{F5_t0c!1UDob zO7k196=~8S0F;y|H*Vt#Q=p)sTt5DpD>{u*9q5)oQ-=2|o7kD$?L1gWx;Kz4gSn|f zS!7<^P*Q*VsY-B!0)VFP45j0nq^l3 znIBV#zOepG)|>ZZ#Jwc8x~*m!3o)rZEDJIOF<}ovKnO?w-h}7})nhjO$!sW8R4<6q zeuM(W@SkxS)jR9kw+fUjfCabHgu(fQl$hH0rr}{Fy_eJz6N%!fy{_L8_H_eC>ZI7K zwjc{vA%be>@AsI9mEX~7)g10ncTerLcYUe;w&JX8BYFP5or#!wq|^4cr#USWC$1cXcfdl`XNw=r?$q2S6)IkJ_-f=)WO$R(o;%5P`RhAPJpsm3fblWf ze;q5b*Ua@LVt_z-j+YNmyZe-NJwo3z);>u-;2`MuMd%kDMg!#7-FK323TL1D8oPxz z`K-8;ej<;fzui5&$rMa17s6F2)o_CW$;~HPT`a2wnV`K2w2v)>T{)&=Ffg;}MC;Cl zF!DvvW`XwFg|Nx8OPzd8t@1#~mFeN#+HyKN>T5$)V}qXu?<8hna>lr&UDd2MY_Pnq z=6xZ9dtFa4crv65bw-tPSpL6R*IuW5zlc~~3?GUJYMH30@p4S(E9O%0GjOrp*WIoYA>Ls4v8( zZindGd<=?)+iKZz)k24!Tr#AM?@-Tj+5}__U8}{)zKU?^DfU zeDLcKAYX5E%K+2)xlZ?CJC-pRm~Jy!6nzO_A10!~?d6x41iCav-%=*R=&@i2nSye*sJBp^PvQnb{#fAr!j9*oG_&Ib zfCH#Rce65|L^&<`CVRh11afiaESItrW|cmT+S-?82P%=jE8lU72+%9IkleP$q_c@J z6R7`&UJy)sWiZ>Qb$MP3Bc}iqakrN5Bj)-1@UbPovH_@uCVX!|7$=OU zRm~-A2f4{PcDN*!AIb+D79Wt=Xkb3rYwL)uiyv*pl(%x)~Pmmj!*SU-A&@jKJ@k*8X$EB3A z0DZf9y!a+wB8)Vlem%$X|MGh;An&<-F?0|W)V5?H*F`%Xg=+AHKe~MgqprFNI zUxuF(CW=zEl()ktxpPvv*i=~EguZd~TJG3w5rvAVc=dXuAOC4Wh8Dxa6Mp*yBpSQt zR7~YPu#Wy~giH{Y4T0LD#Mca5#_^MqEhEOEP-g^F*>wOrZNZ#i4_?FZU)jbOJ%-%!*uOR@ zjD}>jDSr<**(k6FKZO+)((1FzyFDlOn&+WH5t;qi*N}w*Mu+(Eyok1A=`Rv8v>6^K z_&J|)Ii5}?aDF!KbzOMSe-BDh8$U-rdlD;6LdMMQKODEyvPp>qkHpk$u$SYmw*6LQU zuv-bowsPX|R|D?IA++qyoMg`lXlcQS4Ye@pTPE5sTpnu7O5WRBx`Rtbwg~Y)0mlujB{+Emg^L41u84yyTk7 z;XkEuEtwdQYrpO3?Kz12{Vu`!@;P>Qi8dJpZAk5czpiQhciKGpk}(yOB3mSiY{#wklrsQ?bH~{lw4^e5^qfxSs-70z+y-W+z|=lo$W+NmK(JY#!){ zlrO4q+RO516<*9K$5wCz-X~sRBA`$!URnUEkyloCp4ebRXq*9H{acxnK&!Bctj)3c zw4~QD;9Q8|N6zVZ&OX8;2qi@-1Ds#Is2&9qfX4 zsDjBGMY0cS1)m$g;I8Ooh)^a`>o&;)o>Rm@D3d(_UCw5`13K-1UPZ1~-zIY9hxxX_4Acn8`{U~c8AM}f5@Ud9$w zTNOnml}A{#MPD%?t&U169<{9uvP8A{3??52w@2g?Q65BAuVuc;`QKBm9TkjKnsSvHyi3V<&01=`BC-$*O-X&~AQ5|4^% zYwZ{Z#U%rk3eu*Nd2ySz{(=G;)<}sJYpjBrpVpboqp;Ig{Fzb%K~fGhI5LV|j`QVdrD4--SqeKzf`5e!K=#LAuQ*I8?&^y00 zn|Fn>w4DJit|fsZ#Qam_;VLUf01Tp{7>uEmCa_H!gLszYD;q^G{-1Nt}OF%16? zEm3WlL6JO{^%Hm-V0}5^vr+2}Qr=A2YSFrBUX;Ap6p3t%)Yll9xhnR?_by`Nh={Py zSQY;p6_IzPtF?OW1s%>uR6i?Wa#9q} zA?p#jlSXd!SkuyF`IYB*aD}L=IOs|a%90mU(R4u}3HqDa=ashKKBNCl@N66}IZ+Tx zU~=B8uSND0I1>WJcBldf_{+U6kbfOD-0IRq^ye9?Unnc4?LJB1r@lo++RJEy(#^pr z^$Xn|dL|l|L=gOFACEk%I(^?*7EEmlV&eNA6c{43oc`n@HWMaKNO93+ZU(x!2PsI5 zN(Ku+>fEM;26;9~<;Kbru0~vh7@{LQVs_+#zOIM%pRFGg=#dUKay5W)nlp_3}LFZxYu02kUlQ=nn($9XQzFi3B!m5$@btw zw!^U?ZOyRh!7(=CAgKAPta?qhC+xH1S#ZH2@6@USWD4aa-f0FL-Hmp!5@w_z7+;UB zKyRM3S?&C5c67|e8mkL}To9Hvy9=qa`=(bcxSvta>C)I7$@V|zpG0~>2YOeCsGChY zy7BTtAd)(D`G7iXrD%LiduAdDxK;o~u}T~^Y}^=JcR0HXfXEZz>qQj10+m$VX+&)7 zD;lv(@1?A&Ep0}9kfH(^(X(qZ0)3n;mdq_1u762B$o>kFg%SX!cL4jkvjk8A5elyv z&m3vrk|&o8J!X-p1N?Hb&H5>_S4k&G`3>rW+#0_2V_-&)Zo>s61-Ij#(>Hnbk=>g^ zZ)WH*t25_;=c(~Eh&)K+f_|)Y70wOBfPz! zBL+TO0f#z)x%d-Vu`4pnGQc4k^#Qo~M66iFu_LEbGi4zuTIG79S)K7i;1>iUji!2g zfR{CwzNwr=cI&T36a6V=^UUyX%p;Y3+@P|9PJ4RZvXK$pJSF|R-CkPuqqZPW4E(*| z-7TgHs;NXM{0vhKMOtT*9)n*Wgg8>lpy1@ulh1(;0sdToSwx$wr&UNwzaK{XLbHbX z^ii-6K!J+0pq%y-wKu=X&`B+nAL63TMUM$K7a8g^DBw*5*X6&sO&ZdZAck<&|Czar zzJ&toXa}1PzykNZIE82U?owMqyNq%CsU?Xha<1Hc2#QSeKlDJN`R^lV`EwUERZ6QH z|3T2Ern<*@daPdk6dX%U7b_{P%Q~_OYydZKtl{FOFYv6{Gxugs5l*d&L$tCtt>8uL zM~lg!@lRsIB?Wzf-Tz!05e_v3$3;u*8y2O%CYreVt$!!i$n37bnNCmcEJ znO63IpUtJ+6Q;eibmYAj<+($uV^UYQuIlvLIOB>&HZ$jM#Wmsr35&CW#`N~<&C+SY zH`Oa^#{0i;KM|BDU7^#5K6-dmfrpqGQIIZDZi>4@&W_f-@>o)61owATSx|myLrGsd zi;o(1aGoSf3x=u>XQi)HeQ?D{RV;+soU?>*(vI1wlK&IgF5PKz#OCMi387D{03E27 za@k_>VCvhS2;e2S@qNVRr^@8fLJE}x_Kxg&Y{7&4*nYr{{FEO5Mx%`&++Q}FEKumb z0CHatdoiCqE(6e|OA`jm>LF@RdTN;uo>TZC(}(UCy@DT@Kr|TGjSM>Kt-k~uN&j9{ z=9X5;e1KL46sJ*=f#Bw<`4+YDqN&KBx1rnqGY-_Ac|Iz3EtC_!NTJk!2lhvGUDGF2 z0eo#>8z^nF0uwK0R6wd8yc7SB;?CWpJQnSU!FnuLdo~G5TC@Ya=?(TtwUh`pvAcS- z{ACtx{4V<=C|?6+*F&?Mqk7pQrw>!oyg;d@T;zTdmIr-L|B+fZ8eEMQjvLsqu?PUl zfVEhgf8FAflrT6%6ttX(%L^D zQEtC+KJapWiern;e8d*>^kb)4QNB5$+6)L7P`f=a&p{_gokgHrUB{ZLpqBI#^Ob_y zzvc^j3|3(kZl|&Mx8je%cej`v2lrffreOpilpw?yY)j^&y*-L5bm^SeglMpz*|L+1 zU1`?QA;#cxfULlAPJ+}X-UARMAcBK$X6*r&77(cAW#+Chd}0UCyh_^iX6N6ki@Q2* zR<#7i8MPd2Udu#qPNMdZ{<2GBK+nlTgIf@G=dQm2*x0c5T3CG9kpZc4SzyN-?FGA9 zME`2mp1@UVHMtO^H$L$e$o|+H3g$p9gxpjAqb)Vvn{cbq;Ly4sS3B8_Ek0G^8C3~w zr@Ezm39UFMuX7L8J(i3a#N$u_amhj&wD0ICIJIOUvGp0@N~+JUG`gohvX{9AK)`!h zMZOz)c!Wa}g)ya&hKb2#PSH!IPyU7~Asw>16uUw>V`H>kAk_N)s{0z?{`wizQXG?s zQr$1|!jKwCDBkAC^{pkP1At)vS}j<}0NTAj6sp z*_5Ke@Fx&k)7W!2_!$e{uco1yu1=|K*2QOT3KB^|TaXindo+3^vliRsI3AE>HP!2u z8VsXct1j%LG-n6Jx%vg9L8^^F1=-rn##aw$D=1ug-z5QpcSd8x92+$VJv;GE0clJ6 zOj{aIR_r}4eFxe{x&MZV4*;rH8Yo6mB^0pb12C}7d*v|I+{51o8j^!fuSyfDvJkyZIJ7RY?PLkfVgOn9#3sXTv}=-hdlt7OFIcD>TJhp zdyphhAY>=2bt0C7FClFK-I}CDgKn-CHGhN!0R0UDXdjrq$VwE_!9HM-SMU}D{6l2- z>LV|Li>FbGP@s~`xjkYnMmqdj|OlfHhA;~c1(WZ z-FO7JK9&mVn~PyuADna@-@6Lc>@hq>+nc~nv`uFg?_CLAR`8%Fg*9|cZX>9BB0=^= zxQ}W`;;TUiebjkppsRrHY{sj>xIf*H!dHW}f4Z|(uLgO4x*_jh4el{OeXbkZ1d{e4 z?9Nw%RtA7rE_g@BY00`14>7`FJ>a4t%%DuGFFWC-S4RLJ#a;Z{P{(K@*I4EzgxxxO-=MP3cgK?1(^o(O(MXm``$bM1 z0PPE1!U4>ltHiDhmP=LR^X9f26#NB20+lWmBz8apC|ky;m3L%s9-z@S)f7@u~X3L@K!udA2AXY*w}hRmP-BAQ#nA^J+J^hJ^p2)Aoi- z;}g-^ejyg=a3AG}=&_;nyU(^VfOLZ)WW(iC*NN$@@|iNd#8S-L21L5IT1|tUGUS!_ z7VufxjzsOBUK>rrM-lCfFKO3`c(X*W2O1S(Aa4MqZK5$K_n!Y&R6MaM5 z9GGa94uSQj`9l{LQD8`Q~tGB4GJp_CZIypd@;4+Qm)IPLz@R*!V`3r>CV8~Y|M%tv?KzY%@ zNqCHSh4*RH`x!-G_pJn3?%~@kRI>Rt+V?_GKKTjlqtT9QMHzJ$I~8~krLaO*yuPn` zgJwH!wC&bTWM%kQiTAyfX*OC7%NU0nLWTZf1hKZq`_xOs+SzuJAa|h-)tDA|*0y-O zfPVlWBM#(vHjWS#3e0^IWp~$En-VmAeAPK`MpEOX`Iw9DM^V?{E&S}h_4o9BG5%6) zA(df%sEXOw5LRFtz71IKATr~_VSe4|f`u>ek&pUZlC?*SZCSeS<`%3cA_bn^XH&25 z+asMpeZV{$;D7uY{Bq0(Ql@$w@x3gn8ON@R%5wWI^=MS;QHym-FUU|VQ}<9aRLANi z6={?s^Md0>8`gkdlI>H8?D!!^Ga&4jHr%Ms4XLDwv*l>sUi-F#2ss}N$8X#pq+1{_ z0!fXE3;P}yqV6J=M^uXig z%5q;qz7C&ljNq?O@wEg7y)Fo~fcOs+4cSZVKvT3Ex7 z7k4AFNtT2?j~PUt5A3&t8Klu#y!2>W0&S7!;^I7y*LO7M6n1 zIPU2mUH{FAnr&zNUEhRRsgzj=1=Uq1d6eMyao>>VJ-JUCF7tQTo*CT_j?Mu1Wc|b0 zu>iRNrAo~9jo=H(P*uD#RTP#fs* zst;5nI`dG|7P(NuUk0CaG-+?5IEZA|&1<+i1|rfhnj8CHh0}BhvQP=bATF>MN~rMfrQ?%vtsuDVTZlU-gh2$Wok{=4 zu#$EGDW=K_KBH^y1K+camqj`l^=bT~9{iJR22}4S92a>HP}p8?jr|$vc6*m_aJiH&{CAo(qqxWprJkyYSzARHRQH zj``E;s?^=0)g?2^>svbarbNa9Dq+(iDjuMm)(lyrUA%Jp9pDT>mw#e(xi3-anv5B{ z?3+vBiz?)mh87rNkl5-Os4StEym@O`H>n7?O~!9O1+@WfDgd6>PrLvI0tn4Z`^j!p z#BQlJU$f5cDTdUziBJ@aHcNu{CPKCS6uTkb|5LjUUEEl9Yu8%iJmTCT zG5Bp$%)W`@qUTgwtmGa1yUf5R^WKME5iJR~cV?Ebxqq8@<#l?vMD6#k;DcMzzS`zc z-fgt#Dp?&vvoZ@PB$m3YOQGi2PV;kitOiDmWukyyLQA+9QIqZekr>oK8ldQ3me9{w zkfVv{e@-`$`9*OIUF{Tl0hOn}{zMB+V-63bc=<~T_2u*4XVOg^?xE|qYH;>6QOM71 zQPVb3uIo}526exC|6&%r4`nY2TgaacA3pbcQ5Pnc$Wd?OKR-_1UF0cY5-us(Y1=}f z?Z_;AMRiGY`wBYEJ6NcKs<@;;$=fKn0oM!vu8lX%KbO}qUzH7(R=tI4^D&cL+m-^5 zLgdx@53Q!ThC6ns+!j8i!n28Z0{=)0t$L3$C>(J9nQioJh-uwc4TtDio6{EnJzr1! zI~-5=IRlz81~ah=voQoQKHs0J z$7Pxg{17UV{|?sIXzS+9fytv_azc(vMqn7#Z!z0Cx$_OWlJCIv^0GPsy~3VVxF~+2 zMq9c1zpgV{@qR}Qrk7akNG$aIvPB=4ibg%G&xJ3?6zpO|_bkamvz;-$fK`=YkL?J| zZ;J26xJ@;b%q0&`A1^SD!@3gAySAfOqGCUfu6E#?jd}bi_9R#@byriU+){d@Fp5pv zXKxS_SO`5mi*ITBNa0eWUvBUXV5-LV@2Naf+kTRZh6K-a-&!F%Ky2fkCEM_~un zv7@?YwDv}p?QN(${Ox?If_qOt9>z%CIuXuzhj1;`!!>-(H{QhWzm2Z<#=sKl>=I^l zz>37?)``dN*VGQO#FW z2a<4rA(W`(kKc4XSIO+ucZJ_19No!)HFstV^dVBK%s9 zx6t&j$z9Ky4iqQ3@60ST=!GlO;zpTopw2Mq!cV9(F75M&%tsSoGMEC~W5P6jedj6J zJoA8Cw*wA=Y!@}!3SH1UG)DUH(kC^E_AJEKiTx2J3Em6Z0K%3q@K$|2{B|qvFBpIt z15iq0Ig~XMN%kFs~zVNbq^R zmRsAu6D|WUiR$mdzdOpaXNa3K>a9GU;Z-9W1`56Y)^?A5CGla?@~^3RD~IrpkWXPD z3aQ1!zhsO3296>wnT<3f?ACvTk20JUVF!B?X9L=(%dWQArqnVrrmHsx4FI&L5fWW( z@IK;|GTU3}Xk)JW2F1aqyM7|T4@Kv3YFpa6u|AEtf|s#=xALDF|LpCXaU@M!G$ASr z9Dp0B(AW5SYDXeE$f@#e*`=D>hU9qjcYw8@+`XGv6OA{Gg27Y->MYNFdDx^D?hq-VNAlOhHgnImSCQj&!a+efvPunBD7O*_ZSSk)`8!^JCEJ7*~gA znM4(;EYIHvS6{sc({r<0L-_bRHm}#hagmHY1eU|vIPs@j9du;w?~i}_>jZVOJn%CJ zW%xxv>!SPK<)Q}VCg(KAAxWwZ|2K}BPCw7JgMK7C*Um!1h~4W#MBIqo<`BmhMBh%# zhXkyNYqJEFV;;P7L~pRRdQaE-i6YO#c}379_&Z#ib;5m;HCaba6K zlUy>B7iwM(kpFW`C^O}4%f;p}ELP1Z8Gl4gmWH&Z6!|(l)F-~?ADC84^lJCLd$BG& z+xPvu>OIC-lbG;6R`o^BescgW)GzjG*FKD5X7e8^3LZbVZ0z)@&@81O(@1dFb%MV* zyC$kng*jCkF#Dz%|3;AliWU`oY&GloMDty{oP(gJ<^uYwfPQTeS-TTq1h&G^Bh>|1 zNv|(MsR}H?d~AABn3G-gjRzTM93JSQ1+nH~2N6N4xIvC^mR_Rx50geVs=N=o8`p3B zDKo@4%t?kjzXC$eEZo9DdrV!i>(J6>N9`YLs^*w+HGVQlpP*LHtX>7X5r<@c%G53) z76^Uz-hg<#%VcgwIi)NidD|+wa8MHJxcbJT1LE{DDxH?D695Z?t-sv2np@+XMmww+ zkUC(;P`Pc2{*=q3|J8pVa4xAyrCnJautFb)JeCq}0>aIjc!FR&mndp^pH} z*;NO`!xn7PR=dkZYZKKde9sfOKt-@jc&UXBZ$5u#Fy}gKcDn_g7t*NgegTHqc*cdN zb8n2E#1=ZmE3Eo&|Cj`c?s%pJsr_W;2VmKE6C#7j(4yXUUY9cdA`L*=98Gt!oVaqQ zcd;ik`8uHcBjg_=?X^H-Fa6rlrYm(1X|N`Ac1p0^TD6&rV=V3U9$R8dNeuZHn0=AP;$UhYZG@!OgI>`3N7GN;iKKRD?u=meC^5D%#vOjLqB8SXhuZ%Ey#3&TDB7-YjKP(0f+@xZfkJq+s@IJ(qBr zDPOroi&43qJO8BZMk>^`@XO`s%=enEhdtmm>z6q%Yn)+xtx|{_n14-C!oS_rgC$UO z6ts4;6R}rnSK!K6E;jKe0>Zo5l4riWWHzy{Sl0d`bSu0-$Wz)3%K?Wyg5Lku!tDB^ z)*^mm>hCrhfc%gg^!mMiu)O?lz4w0-sx6wXMA5Fppi?3dqOUk(74!5@5hl`4a90O_ zXu3~55YyAX%G?+ja8)C)(FXvb803}K2PiXx$j5jIqbqu=90jDC12$G_9aY?##S@qX z?cfjV<)?OBL|BZbXwTi!*A>d)&3B&pG1R+XLjTSg>@8mCu-e?zRJ61H_>CXBDa$*t z6-_&4=eBOI^O$ZYKJx7MgVGSI_tl)ImHV(?0#S0VYlHm z>@D4e@#2}`;j-GW-YpX$hgr}#`5Kn4HVwg#I_qbi3`>u;d2YV_?m0)o@n`xdLVCD- zOQXUT0^3z?xc!uCDowFzlmo_}*?MG~uT}5u{D3LpK3pwtK2yoClMv$+&+M1fyEL__ zgu~+5x9q`IoQ|2E+sAF%0&uc35pz-6XQx9n+(-2tju__Xb9y~E?d{xKvv{*_Jnxn= zrJ)SmM7H@2K`u6Q?uClHISY)wkq4uja?DMh=*Q`&9m;I_*uDU0u+B(hJK&0Qm*o2-IqXC~k| z%oJFVlj@hZcrkcSjV5BO`qF>Mm{)DGi1FVjC;t~E{x`};`1_z;;M!kP@k(WBzaji_ z*U|{zfG)rVd9G+-8TaBXrqEk1%t>CkBD25j`8+1NZWwS4HGTYt1ZpHbUO|g_G7F-h z4u>^C(XQ=@Vp@KtCt79zX+?u4=onN-`7Wa%#zEiM0}<`CeY0tK8m)-$)ZKSq(f+wR zODBhvldxRZ`F>G1}R4yWmp=-VuCJH(lz-ri&6icVDt z){;`kQ+EW8R){{%?^vYAvFcv8`Tqt$Us1kf5?^!M1a9535e}H?uV6cb9bU0Dj`$c9SkYOV2 z1xfo5$KT*S5(y#>tr}50$L2dhcvZ;qp~JUxJt9a6Px9fe=EZ#d_p8I~o|{LYLxt&O z+c4)B#xx~Kg0dr^`qEs3^)lD|gSAy00UsHlB}~`sG#~=Ik`k6D9@)+f!Axc<15=U_ z^qu^53d4}hb)hrn{p#(b@1p{)3DYC+#{N}$FRY}DDx$A@i)S%;5^8$~PRBdzhh)`$ zeG)=dW`PH9?|-ucl+b>^IX&O?y}svxk;Lxd#?+1StNNn12Y9cp^+w^}1M<}f$$>S% zWSR*`se`zE&xb6c{6Upo7QkIp+3DnI7fKjdN!~*)v#r@czpo0XY1E6v{F;mF_hVWd_}s@ z-Z559hkGlr*qv)!DY1TH*rY9qq==SN9gOM5e7+arJnqmx|A6PlHFgs3_?TNs zOG{P4n9sSMZ&OBC&7@B?oa79D!RC-s_d}!P(^@qHx&U!II_?(Fr0oGjuIwZjgh7L9 zm)_0p@n~WsRO3gFfx-DM2okZDotP?%F{dLW!8Dr;rUeZa=#ODr6+H|CcF&l$C`rg6 zY6hxKi<2miU}!;IR(JF4!_Mma>}5%D{K2nVKQhGR${X6*B##3u2^HNyH6sCiTXFkZ zj|KOvo|DIdNmo;`SK=1J#wfzWrlS;($ox?L?dS`q3pEFXH~R07E?=uIQ<|)t=Ew34 z($>-H8<|xQq#h3Fz59h9=;>;5wq7IA0s`t<1K=WuxtHIs5H*A*nK$losE)f zK*@Mt*lb9_hxE%El9A`ojyXx2c%>0>bu2A@@UeAseGa3;e}U(|jKpo@hHZoGN8whW zt4rJet`Czm_JEC2Pu%nyPgclpI%lp75UqS+r^=N-9bc1-j0QuwU}(EX>;YTH!7lUG zqV%SsQ~%Ab*x6<~dQxu`qxMAH`)y==zYz1mvvI$kAwJq7JMGnRmwM2CbJ>0u_*evo zSf+07)Vc~fPCAobatF zKjVMs_i!%%g0$#5!i)bOz{+*)S}R>|p<+z7W)^y0JQQp3&t4Jh>Y3VuwS8KHgJ=Dt z-aRZm`^8ZZojw`F7!G<^bIg+oH!Q9h+Mjc8f+2oQ88S*iT8e#re74L<`WL#}wf*$OsOSFr@ZvyFan z19$`_k$6~odI0r|@)sD~F2*I`TIh$6MKO`?BULx>ed-}^!O{twdjQ#5zYgs;;`~_u zo1$kL>4s=#R);_JFvDFEybwRh-;+r0(;%O!$Yqw|n&6L1CITJlTwEw~KZ=y%^ z8TgyhPBiRU2izV(7a_(;aY!q4wK+im9#5f+2r9G=p9RE=0uM~dEBAhYt?=Fd%Z_b7 zb_@>he}Ek9f2)4ryZVQAi`|Xys4t&TUpn_Xa_b?wI{{taJDiY+?Yk}sNHZ6fi8(tu zm;Lx5UH0XEs)gtA>uX^iI==Se?{B19yt2K%U#k>X?%v?91v}&*t`eV-wsS7LZ~stb91=V3^7MUqUGv?e_*s zEOWE%#g+KC{#Dw2_h7ZZ2xSKQC<3dh?3U%lzxVp3nwIrQG<*#+xeQjf4o5$Zl=N=@j1^5Y7<17PmA$fj+`t36EtKL)MwGRCF z9CX+ACI;?;N&kBjt+;Fn?SbJ(%fZ1 zZ!RNe>=$BAv#gE37IzzjSG!Y1g5C3V9F25Hn5riF!|?J~BS%$hin`IaWgnavV;Z&j zZI;iRAzlxO6I|Q*{WecjeF{owhT6RaZq)LImd=Gr5d9lA42lY2^2fs*mi+XDd z&orcL<6XeB3%3^G8vC0Z{)ZAgpzqqRx$^W|zoxdqVtzF__~w6qGriNT{e6GiE3A^U zW50eW8Yc5wQk}iwCJ+48wsItQ!9`NE|Bt9^%gg_VD`r=!g~0Z$Xsx}fe<-+Xt@*Qv z2|L$bxp$Q}PA{!*aQ82q+%L|+WkKJw3;1rSKlt{Lb0nzm{s}Jf;A+;|lMF-yop$G< ze<8w3eN!xOG|QL)r*7B1yUfiQrFC@3Nj8M_ZivzO3LGxuYk`Zm)b;q&kbcl3%Zhqe zfKz)MWpPxT6qkqJDe`JNZe1NwK)nf#7l#%A6wWaT$jPJEQFfAx+S8cWJ5^~>)f>lj z=o`fF=z;Pk-r>C42{{V_neL)54IlCE%$(4j5fRIYtPLlS;Iz2XF@KKhd$ibFY6tk5 zF{T4LxpopA#Sh9ht73%7IpK?hTQJl=_yW>*ncY?P)01lD;QIhfwuApA=7dL_2VWh< zTJWik|I~a@nZSh3O5SBoJOXpd3hM*L?gB4a5OF4;v-x#6IFACSMG57JIgZDlK!62? zGxGx9@{v9ERS?awoB9V8tw^`1(Baf=QyN;?iuC;3(s??C5&&pC=729%W+8|?ufUaO zdl2(hSacn1O#@TWTm2yNmkZce#jV*|UuSmS3q3T%HQE?v& z)9zS{@w;5@sx;B9gU8QV5kjhO9G4D*H$Z zSu15+=iNP3?`kgzY-kwc7vc#Q0m+-oazl7gqvy2b|YVYb#G16`=14D7+QQ_J96XO&!~C^&QW3R=IS zf}Nw0IlTq{o5Y`v`pY>MGm}vtR<=Ru*u;NNe;odou~o)IMvY_q*Xv!(5Wp)f z%Qz&3ZRhcegrxeVR2gemeE^;VoJ$=_7N&wU!141mC~H;2cJlbW4UGb4>;Y6lFPo|(JQ!2URxeS{e>p_S zv2{Z5dUH@MKR(Zx%}H%x}4kL!FW$B>L*4yz&)%evDCFPjGrSKOo{Dxm9IYU zaILkNHAO7i?H^Xd$KIm)ChBm2-1XlnAn*xyLw>9+y*7XvVE1VNrwSF=7iDm4B9fqI znuofEFRd>!7hT`-w1&@*%g3}SH{kU)c7lbXZNWdH5*uSCouzlG8Odzr^0Uy z8#1)1J5ImE;V(DuD~wZdx5?!3vkg?jAMf-+JEls_Jn1@@J%2tWuf#!m?}(laWh$%8 zc+dz0adC4fhdG5oTz7hj2ng{SdWvS1C6}ytIJ<%$VL`pm|B#k-27`xbKes$Rzw4Ak zZGr1h2fTEHF>Hu;C>S=>H`6)D4URNu%4lB@c-{g0AjHhr@3O)6?AyB?7Q-T{|D-rx z6lLokYBxfceJy#`i!{E&LqnR6q)9ya|AKPg2-1pGh zu5$_rWz|OozyD^u7L+AN!>tngcrQj(n$)+u zHUx72(JA{JaH?4tDip+jfU{%CnWEo`E*#X&?iXm9BiY8d(;W6NeE6-O;#1VnXJ_F0 zHqd^9|&S&^F&L*OS z*RQZkA8WDhZyH5Sfe)=cO977qN6sTRPTc;&344{Wnl~)F)4+yXSOC8;ZmPU)XR-jZ zIN*64lD-{(AV>v3W^;f4vZ!ztQ46Utve}K#qZUhkJjfn<`SAyD^)I}BC0&QGs-D;6 z>OaPOHJ`GmkYX<9x13_ak@KmZdR5BUm9l3zeH1TD`^oE$US%i^kTs)2bm;D@UdSlA zGjYiF>>o`t>waUKbzVPFvr=^b1y`NE!lS*jV#UuYDturc0d@lkD!SZ?pUJ3R!WI_B z*J4QWJuu^}5sLjyeVEUEWJRbYa~l5=M)~|ntp!gNm4KJts~R4@pd(N6odD_KOs8Gf#7+W%7qd5oDumIiPuib{*gc2|scm)iiMr=*?>a-r*kn zn1kasZ|}TRSK1s!P$J<-DClplE$X$vU0bk&Z^SDjTMGw1><;!Y$y4}2n z5Tof z2`{)y|G9sQaAQWiGg;a5C`NXEOq)ck$HcdoOd>lmuir9?Bof#YuG_ne2@aHe2lu@v zk+%fsPQk)J$kdr5=Ex-9RryH8RI`-+cjuWM4}N3^l~3 zBQJ|3bd#%+9dB=0Sm+5L=+ebTbeF>v@i~x%@yb2l@r8xw*5uzRvLTJu?_R;&gC64q za>p1k8lskgsPXwW4}gjM+6foOhy`2;$&0R)$7`{cCf@^8JjB0Ed94-p?bn zV9bzO6T&{6ox&>v(xs|tbokqZtx>l_J5@Ob?mjN9@0m_00BFme(z?5WPG=Q&itlC* z$t?65I)_MJ4BwRJ2wY%eJEG?iORxR+S4xfQxpt8Cz@j;G#&vn;%V#5dDQmW4~!{X|BF(UZOcCC2bs|PK5;KM49QLU(6}}xmcOu-f`|! zk6uQ_0!6+BkbbMe=Vm`=T49qVEx;{XmoJnH!6*$vw5{@cm9rD~sT5)GrpEyZS3j5Zfl_V@`4FkYf@z&m7pKgWJ z7}!K!f?H6-?`Q5cN8XIfrXB+?8MU0Qml6W0C?Hi@@k|N;qDrUq;3u=qCWP&*VNWvm zo?Y1~zmmJS!Bqo%4O_4M8938s)wC#p#y!d~psSTYcvjy)&tSPNnZG`z)L-uI(^*!l zL&PL(wXr)w4dcbD{HM4s7(A*L?dweGJ$_$Nz|eWD^BGm5an|T{B~c5?$Xs2TqkcLLjY9NYS=;0JC)4AI>8$W zXa4#eFZTo-)2TR4FV6h86&+4~Pz>ohLp?h$g(UdJDLHZ3!rd;-*?=VlI_q1Rc#8Zd zq%$nz*XQ>nb91t^-;Z_kObbWrqlm3FDC zYyh&1DN{_?ORTV&|0~mz@$y5IMcyTCm^p{8qfA5;D?vWUXU$;|kH3WUzTQbLm49R#U?sWVM3e76?Zn zJ>?Uwk^1g2A;SvE6ZA_LZbMi+uxxFmc!Hpl5%hd^#l#2PrNb?*a70tXZ#}+5S{KN~ zM6;1<8hRUh@Q#x6q8AuG84Z`69)I~(bFH4=QU$3#bda483?E!>k>-Fm2DT*=V&Li|=H(JlfE%a+=BSjXxaQeurI@HTf()(8i*LyFTG=KBku^EWEdehx0fVP5L)E!OXotu&z|cw|!a zDMdo0#US+5CwghW+)L#ZD-M!PqP&JzK5E`ebooBVPg=DtyLh92RWE4y{ube-qC&W0 zr&(N2$sY@W>%IZ+9K6!%WN#^q2e@*)LS0>vbG6CUYVID6i~wIEC51S6rPiH|s@&{) z>6L{lWnj@d7aad)r|-n=9{qJQ=$5#T;2BK~0_Pl&+-U|*Sx@DTt$gmZJqBvpGK@NB zDZ7WlJ`VfT(?1_d2c8T!WxOY{OOYE<(ZM3NSweTgS%aR=ygsdJCgB#-gL5I0JBaby?2f*x(1k zRQ}9QAyRHb=CaNAthIFS-${NGu^DnO(r=r(YW?cc6G+P6TbaS@{SkJ2U+Wn=Hu3b| zt@vCC=4FX=E1aVm@!4+Eqs~mWiAsCYH%df-N0w`I+8K*)T!N#qKcqM1O_yO{t47B3 z;?v#ICm(g2?Nl}1NscWzE`c868GRq?)c3MBV{NPo0VE~cU29GgTSSel-9(V{_XhOh zDtrWg9n#yFX_|Y()}8Z>NfsZj1+Tsi2R+oWcb3l~IqnIIkTVLxI^ib-@DV$~C08eW z04RC+Dipic##A=`EZF$S7%GZ_v51_~R&6lcw^FNJ-Pd1JKP%oQL3ZyAj9I-BQ6 zUB@4M>txt}Ezq~3WU2gy$ocOQ&#>x8?^->mO)7q=fA6FDc3#HGQrhFtLJ=w|0Lx=J zs|z9wluZR=`}rl?dW6ULD-~nPZ*Nd4FEhmFv%#D{PsYZaSN7_=pg?GtMtOX3ev|Zn zjEvUq%aBI45Kk9eJmr^+Rh^LRqxZRlta2f_(Cp@;vy$L?tTxWOKeI>~zvtpgZznH~ zS~M7_F8)Z|EWv0_(dDS5fyMbFl1BicSwaYf^Dkis(v_H-!W}soyzlB2=AFGLc38{F4!evi=OxJvx>DRKu^_|Xx>7U=RK_K;*S>{U!VTyaY1 znIIK)X=vi{_>p3dfDt#dmtnq+UO&{g;txPHgc81Dn=DAIG{;-@9wvkNLn2&U8zbX* z!l+EyL0+P!0VLKS<%^CTQKsWhsr`cuIOpa4Rbh1aq83ZXBC4{O{CM1<1nB4y9MwTA zv#gB=43*R?iPDvwK;<|5=3;i%#GwL}xaruI1_g)Z*O7_!djwU7c94b3lpS+iBjdj_ zJl%*d6*#ia2h7zrLf^+>7NbJoB5B;OgE@4pva3#T!aPN1UHYkKC_8Mbq1f?&=Mdg$6 zkoJojrn(AE|CD?Dr+oS9KgnH(zy1?Pao!Nuw!_jW9++C_<#^W4cbWoBeeQL^h`i-% zb!@>x&rbB*ftZz{!u-%IxqFFSAH-jjc}|UjE$%>2;aTWRBd*Sv{8}Sr%@1-oyA>lz zeX8C3(5t@OrL_NJvyDIyFS{i)cQHG_THw9hJ>{88;J5%2PxE{_@4%JG1~xD1M9RwM zuQki|9kKv~f3fh@{}9S+{3A3$lM(59j7@{1Ck)vkATP~OLH_GJNI&5?Kzy|21xZ2v z(|h^E*n%g8fKQUS zgA)VJV!1z;M+D8VFf z1jt;bu4~>W>%=CsS{~IHnRE?M0Vy*u&?-H!Y*7K4tMTGV!8Hnrh=rpA37+|q696Ny zR1ZEqcCfiM>=5ekasaFm1Ry1&K>%{5-}P3Apqx$S?S#AHVS)#+VyNr%7@J@vUcA1| zSjqZOde+?C-D+oDWkq{@f9k@3b7(&B!?Q=f#^PtH^_g1LNm>skKG3%^*(MnMRl5yu zv=-ap6#NTu#lD3^)q`z==sPes%UV7YZYbdIHXTPECTi+76UGZNZ3E1>EF7nKifgTJoK;Y{ruiloRcY5D5ei zzAtVUU|V5W0R=B01tlfgZMx+ZCVj~tx9u1BfOiL`+P^_M^T(_f*);<(ABDheZEa`; zZ=e+ndyYYVGG%U3aA}VXk}xm$Rr~Ouj9x+nGbWI)0qpMv;^&p1`>q{FmV4eoR_+!; z#lXan^8pBr(lLU1e`9jx%r?G3}|nd?pK0%NvSCUJ<>2!FqG1 zrygzUBO__Ly#Vs_10&Qi&!Zb2bSN7#axfo5J%&41G}x){=(Q`mUJ}|F@MV~vXY3Mc zi2WwpOhRI01s4*|_-frQ52wW514*YS@SneKhbE7|R-z=H1c>b=zgcu3D|dtI96}U> zJk=2Z{*xnQFSRxb`3?Dj3_dsVILK{>?E;W&SEGig={1>JA4mn>-&N~8;uuypDx05vr<6J1&;_pyPsvhX z6;}@&+E|gn(1bn`n{$>i1D0XX!`tc6{UnCu#*z!=;_WGKs9xQYD+N|7wjr1BrJwkR zi(HjB8WDE|+a$n$b(zUi)G;zNwH5oTt77XozW?Fmt+#>{ZmY|0?-bMndsv3bCXkb`rkfLdjyu4H;07U^KrnW#t5pa}!%J-eN$t_h z?zkU z;3HUuE4PLvOL7=Ogkg7Mzr;UNLTyO2kdp%$m{i`)m0Piib!SR|{EQp<5F61Jb)A`~ zXakc6VWNdIU6(n=ueHK0AuClYggun7vn<*$!F||X$+?np5k=g|Za#|#x9(oC?GtR2 z3y*+-mp#B`O69h`p_EBF#J*v()?BQn*yXl9?=}LOxu_w%!G;HBG-zEsC-K+gy>H@9 zP4zkw5*mjV!p51k2~&e=UGJtN4&pB(K+cPS*?S4`Cj!RzE)*OMJjnaHrN6~#vtX4; z>$=4SH(DEnRL7~C*LB;gDAS{T^$V7sl~p8SWr>HE^jyL>T*wz!mRT;**_+`W?0n zk`ly!BMF-S=}6FIEE>|>UK*it=nXxQG>i7%sa*>3cQ0Wp%jb9)$-ieg0YY~7`^ww} z`i^f&vaizZ#=qM0<_CVMn2i0Ayi>~~J9)gw-vu?aWvjz=;GFHLJm_xasGWDhZ#?$L zg-z5GeRb}_d%;U&V|291DeMpDXdZmQI86KaX?7v zcK*>(9V$weYPu{p8P)w>Fn?XZ0nQpNyH=dQpCyAIgcZ-zGmEdcsv5j9cP7dbe@`JJNH|9>v1=hUdRB!5WfoAln0FzMi`5{R07?v~$J3g>Lo)Z;J zMOn^`T?-^Wf$tF&6lnN>3({@Dk7D{YMa^|#hD|yZRqe5yiYCJy{Ji*=#qsXhWp@7S zvurN2p46JA>$>j=RUImCemlkw;OoHKWtUL0@9GW(?P!8iUtpL0oB8ja&*Yt^oNf{% zzL1N|La`)jhIHQPGSk7-Pex7*~dk}2U zwv8%c$8`B_dazGQ4<<+LO{hxNaWwP~Z99-kmrob9TDK-rh>z*P$j+$8OA@MMK>X+B zY)>MRxi`PoRl+<6rGk0#{xMR!qN8-uM28K&S?0&$4SO^a4R>f){uyc!75w!g(QTZ`P@%2)KiZ zH0npsfg(bl`|T9(vx7N|tqM{mOwrunJ)I{5gtuIsauz`gu#u`OnDU_)@AGCAMGjrQ zTWd4lhVgDJTMjR9t-Zbo7;a?_Kbt?piYiNCc|DuKDL_A_bB$6zj8|aM@&MY72ZE{t z9WI@WqTI48mC?^wq2k#dNohX%@IAhx%jCGaM<43H_gUbDNyJ!}bDpP>SAYM`e76cu z=2vev=2V3rsz*SV->S?$=%6p1Zbi%)n5{$?` zKzt&%HUnmh?CQI#jB2&UC&zMTa=U7LL&UImONga$%P>Q-RhfK_mYGFn^8hu{;=4O& z?7q#YA-d~yYp;CKt1u;-I&R66)qtfimELBEs=Egu7GS_W4hBSn9pnrbSSJSJKkwrJ zblhn1>k71qb$|TaNncJ&4wCE$3xj6vKrAGtcBt zr@v>!yqFN7OL+;k?u)`6`qjh32-+XhwZ~2B=@0fa8H?H7^gJui7q{6?BT|fGbB8Ah zNx0L-d*6@0_pq-oe}!21%AdVm$5E$D+O*<(f~HMuDetAm%gbHQJ&$`!XR=eRHwm$K zsvlV4TkkCu`=raZ>S*9$QC>z6s0eblcPtf&Y|9itftvAW}eTcmJnX0TrMlto4 zjODOTctq+ljmL=$+LON~Fjq2^FS71LUQ1>zD_?})jVznPn#mJUz>qzPSTlL)PCju7 zyWQL!<7&F3RhkuB^Ci3b%TTH~PA=VH!=E;^3P1En|1hEc41XT}%yU5y%$L@hic%mw zf`Jfsh_39T&=))KVIX22`$NL!+!GzFBv)%M{ImIro6QJ3rvgok4bSev4fSfD8bREXf|H5UhI}AqrBs=SBXQc ziQF@zPfO&!ytT1k`erna8OWVdL+mHU2I-!B6zUDaXgkRFVoykb!|Rs zegG>7Y>~{44HI0T!$Am6A@901azCRW!Hu8>`V}}`-;6lHC`gZv2K@;h9TWukLu6~$ zFh9bAfN_x$kOPDU!av{^1lyHu2x+8%gSQso^6l-wY()y_q<4au`_H07-+J~Fx{{9q zuKQg|sGsy}B0!Vx9gr!U?e`ih(+F`|+4CrDc!eP!@7aHA?|ouy%dp}BQ0s@pUV|r7 zX`FRc<#WPaIH}fR$s+;1G(P}ihLi98F0ai%C_g}Q+`8KbCoj^39u50mfEG7FQE!gd zRe`@Z{(@o-$_YZSyC-9v=#2e&q$98G86T`8_?QA_(N@)5x2qA(+u1-~1=An8ZN`C* z+`+Tw{>r*65yD}C%dU0V1kQ%K$FaH=;!k^}HdjN5lIcC$#nD=_qi`7(w~^}+c$drV zt&Uo8RhvlLqJquW_NYwlGHiOkGDO7)wA?4JztWe(S3a%(Z6MP-}-M! z9$({UQTBTtqYMmR{@~FOyWA{;EC8=fpeiNu7>TbW8g{R#O_nW7z@J|K_J8D=BWGM6 zTk%+%1bOT!BtCP4VHc4`73x#c8mrO*()6 z(sHCQY2JEa!(PVFtzj*2nX-v8#ry`?+VMD3JjIP?^ErqF)d zrk%Ol_p*yW#cRI~-=AJRZyDU)&vH8JCr1#~l#2GeUFwkWo!a{HPW0ZTd-xwLh1`T> zFKGofNnFS_M2gp!u{%SAB=QSrp}rpyGTi3rc~iY{(TGsYqE#mWg^V3PkXRQ>@5-|JG4Kl`jqR#Rr=@Gg1K%YL{FGv%*qsP zQ5_sui69s7(KXQx%(3O~1)z10KfaMBXAzhBb)vH4R*ewGUa7!Cf$tyUS<0iwUDooN zYLc+z1K>I@*Vo~IP^TY6eW-GuVt?Ii^y%9UqBp~zC&nYMW8*^E<_|J@e`!ewSLiv~ zVqgx1eOwiTnO)8=nNA$ZwHX0v#q9+r^$Ht8qu3nG5EACyCi|(CiInU4HGdUieqZ1d zRZVi$k^M`*a=}F897~Rw_I1k1Wv~|fxB6V-V1}aHclkRI)1JPUl>qaX*wq9CCly>4 z4}otR3kKnaG|wz4?Zo)VQWpk;%|@0m&&ey(ipJ7 zo1b9)SN`2c!9aS%>x{!s`qT2yA>cA~yojK_gT15bA^?8EgA3%S z9zTJk?1G7q;h+!(+yuEkkl+A#GCjw07-TC{Jrh|DTP}St0+*2ait=g{+r}X+AWTw` zVacmM2Gc3*X6bJR``h0MuoYhl8M)|jOpgA!659CwO?C253>>@7!CsUOO;Z53D-~Z@|O`{kW(d&o? ?1(# zKVh3wA|F`8kJcNlsyo;xpRiOwgu6GCS6(ikBR?~AXFa(K37p@U3q6Sxc>hP5xgJ5V zt#V3c{(Fd$QIIx0$Jqy&3Wu9R9s{Hs_*1GtV#vFazXw%;pD+ycsBdH~f({lTXU`(~ zMl!Es84DhzEmB`TTQ<{JNDKUNa_kv_#orqGYIS1)FiX6 zu84SBzMSVyI4wN9BnCE;>x}S%4pg1(blqt0_)v@|9x*U&B+1S}gaqb%oa*W>mM-BfNW=bOM*CM?f(*_C> zG>Hc{RD*CU;V(l%$($IpZ$&Y8MWTsV1z6;`9>T+71XUVo0+^wwH+56luOEub2i~%; z=DD||hMTMpg#D#l4bQ?l2`#S8W^WUbzf`$78i$xKZj9TmO7 z#`nqCYbs%_G0=lTHyMxAniNi9%e+^(vZyY+bf9fmTg0!kQ7o=a`^yi@NyM{A6WI?5 zmF^8z-4l(Gp8i2@g4e>trB?8{Uh^$@v_Mr};UN(3(C?p&s=R@wzLk4;5_rj- z(y{=nNy9vl!cGR){E(JS8o4&+6&?)h@8GjPY5Im7vVuYd{H z`!{Kf?3lX~XASG+V{exR@t%T0FNG8MsSsZ)J`mAaC=0jaf(5b&8|>%2l|eKKq**~V z_ZP8e5XMpmWMa3eHr?Lyxw~ZCe+V8`0J64ReReC*o}f{ctvD@L`}pScmDgco`% zXb(-P$$>haPiFNRa0}ua%n2asEUA27>lFNIh`GP+R=gklb3L~h>4@L^a<@OOsoT7Q z)HhLI7c_@mL?})Qb02_zdhFSMGsbgcH1;yeCEgDWNetrz>` zyQstjJ%GoYR`>?62W{F=?f&$gDOzy+4Ot-kAS}w>(L7#m^w)cc%wY6R2<3u;qzhA8 zKNdD~1u|KzFZCW*Wd_RpBMiaS%Di3>6TowU-$K@o`{l(i zgNXwGPzA2L)~_9dt;JZ4Pkx6u7-`K2t!l(uku6cq-VJ!4;fI12KT2n$kExP~J3uYM zMBugNuO`E%0Y<8cJ1pv!EBrM6C~#}C`~fClrvQ7Fn2MGJ0nFH+=bivBW#)uOmlh}o zmvkz<1Cf0lP(uJWJ+Jr#f8KNu2F4Ct4emy3SXd}=5BS^PKADD^4Re^pxshp)?m|SQ z&U3NElN$^a46JBK^>^8q>H91ofc@hw0Nf1BipE!Uo#xk7_R21OC-V9rJKEJM`$!1~ zDL@HZ5a%0T)a*mrOJKiK=H{DG+QH;z!1w_7r(yZ-2XO(kGhAL&Fx^uxYxvd+_x^NAfvkwI4lnU; zscWXl+%y@1crYxN?p!uB?c(K*scFCPx-TL5Q2((<3Szkkzw!;_yGp9(52H5(?H{b^MY6+F9s7FTw}Y(vn;AERddg(n_m-pEB@ zMA?>WdsbFKTPZzT4wI%!Mi-?$w?b0a?PP$Yu-m5 zdz5)67xCAp0Rz;SXcq8`j;EtwBCL=h%iZ}ubfgkh9Lo`k;Z>FA_LCHdi13m1?NZ;D z*OdWB$!DW4$6cNg0!z`?;82Hrq-o~BmO}{)l=O)^tdY;Cc7>29q%4Kq$BcwR-rdHc zVru?(g`Cz)O9o-)w}=KK{qaq-=CPb<oK6&t8v@eM7S~J z>Ck^srhBSt3({J27bb1xYyR)w+KsL@P+@Ouy5Vm3tkOYWcFb1M*QYeaZmQ+T#Zt*J>{9^vftTZL~u0&vmXSz96UDpga(v_Rwr9q+-Tp9 zd_0TLPxz$SeWk>2-`X`Z$thi&_6w}E6~bSEerKjiF+*zOfS#ix5UPlJ zR6q6ZBs^a~I4Zl`VUdv^3z$)_=$4>H)tUVf;pDgh0{?7LIfK?e~;|-C7HDG{C z-Hxt;29UB{azA(tN-Xv}{-pc!*mP7$aX zdd~O8%y-q2&tx9Kq|NL>W6_ztCy>I+NTj#oTGZh&>Kpw%$mJrR)hJFVl|47(9}3Xl zkPPczZ&E|8q(CCT6GM8qv~VA(ZB;j-8{)^dj0$~801$FiK&Zt@*4@FwKgmZpAPLh& zzM*_wk}?U&`DP%AP4y2gQaprYUq%keo?k%i-LQl~RK^UvX+5@K_j8YF64R1fWsg21 zA2pG0m4)s`3&>>PAA{sW-C%NB%L3W|Yb5Bja~6o z>Ic5c?`s4WdAZ^>iI|~3AW?#C0!JD|I=5?c7I8ne5}u43gMyB}YkxrOn{}6C^7aon zIo~Xx*ZE%c=H)*jPWmGAQAT(nn9iSJ7DEmWgZE%@Xygj;Ax@Js^kX|Qz~NN|#{oms zO)6KfVUc;6H!-#=P`j>*BxnX*cLpX#hsM>Za53IqY`v3NWbVQr2_g&s$)`Z_&7=f; zK%_I%24YaUgndh3UlOqbVi(d#=A+cj%fCaM3`O**xjFXeTF8nxi#-5}3YJp~Fo|Q5 z$G~x;&!0tw4fG`-QYkcQph@#i(be2eo~^mJSI(o|YoO@;ZP1o=R%U8qeG5C9(CQUh zX&z&--(@HZ1n;wD!wo_tcZyN;LF`^XPHmv+%-r1Ac*}K;w8Enfkwm-p5?ER3?UDOb zRHYI2!@1<)MST#-mlH|K5$wDgTdE6!{NEA>bKC6FI1%oNuYIRO*as%u`tvD)k+hw# zb1&gJ-pysPH;t+q`$1fvBA1h0Th`$@br&7qaC!MF8^e4+oxd|Qu2ik~_Irt_z3HI*3K%pkcvMzz| z!L4rwK@f}OvTqnq+TzMd_D=MdK-~+Wx}~LZz{u!~vCL+osF*zmyr)nhy-0%3l_2Zx z0QiOPcxGP+^)8byQd|zt7+Y;7x`}blYpIb`?7_z#5~*`fK#nD^(kQH(}oxi`!SE~ z4c5nTd-xj~eHprnYS#(Z?|IW$tg^2DzXqzBd}G?QwLVLIrydsLe0)U_@uuLi^G$H6 zqR1ohr@>clbUrWZmY&>mFTc7>xl)%u49(t)$?YA|#?4uB`>>uuv3URhJNuQ52u{!$ zz%?zIzXU&a+fB;pMe*Me*H>e% zWzfgrQi}%o-;&mGPJu9wJb&ZD{e4h?-5+=r7uFrn$%+!Sx#tZFk6_>qyO3rI^wdr9n@G@;Q;N zv)dCRhMW2)VOL#`!P?s2gGgWhD;RqM=j7bJ;2{nslYPlFiYxf&VPhb>0fRhEjx62V z7`6(U8ICe_KuMM%v8u`Su?f3P5UbCD;G=Mex~JEWFQ@R5IC^uhJKt;2c*&*nKq^ax zPmAC5Uhd!_oedRfWGKi6%=$)V^9Th|ONasNCb%2WqJZi4C24lM9@&M*6@Etqfs`Vbq#`H9+zxxViHrA)y{A!?(o5YC2S*<|El+|1Q_xvbd-?*C8cBQ?S$R*YLkc?48r zx?08^;O@LhAUBgB)xzf&o@_b|`mz|=pW_hLuIT`&n7l( z)BwpF4zJHQ=(f;YQ%SK!5B-46E=wDtwXM-^(@M&l`iGl#WG`7&3<&92AH z`IMs9s{>pUxuMeei(*|R-4sxY=i%}y2x_`XT`dFCs6SJzY7%)bigASi`#^|3v$%vg zbQl@51gPGF(k(&D^UDm=>h+so_(r<>_$+$eE6PE}5P*$M7~+eoaX^&Mh9>q-+gSAa zmHLwJ0P_o)?HryNoS^~a*2WMrl2-Hl|2v$Uk`KWaGdl$RWrR@4hT6}-kjZ%07yBHh zehi#M-G2?0c`0JI63&`xJ%Dh&6=>Spx;XJAZ0cmxk4MA%q4kg=UI{)1b^aGahr#Oo zcn*#C?61PiH8U4~ePA;z<(<&1Xea!+rt=Akv0|h9q?9LofdppoM$a}Kzxbw>(W(sCV=D9UL zz^wX1`H>{|bztdh0A}C1Z0yO*p>Wx;Nqp9vNd%AWB)c_~v`On^Y77Zw>yE6Yu7N)d z*azyv#Iq|hW%3MFyLrxkv;#m{EAKO4S*;(KxfunvpOE%z=snNuVW0(+U+p!Pf=Xpy;#DBJ0>kLx>_THf33U>?gmWsNy>`;SF=XlyuHhO-A5$SjBv-(=AxG7CT`V zLeYw!^AWixqDy$(t(7Q*pKkU`c0LHYW3Fpm54C7Kj;OHY2c;?1=nCtbFu#^jD`-@3 zJALq#xf7|TT^1^=nJWu~kVA(v6YrnEr@u|7`?q4;3{?T_HA;jOr??gNci1uC-~5+y zi>epJ*Z7qnnmWqVFjQheDZThlq4j#l4co>r1&+Hjr=uDc;%{#ohnLYE^0Av2=l}==XsawMNn-1j#C?OR_2yjL~KTYm;ep1?u4Od*uKU! zqeW|JE7q6l_vK)6PVM?njIfv8N2K`(Da6S8Mha-%aI|U76ff% z=JcSLv>WBk;K#AQBY#mweB#vDk#%t*6n zw|F}JT5Dk(7=cy>WgSqJKGPIk2miI_f@e7FO`1Se(N?S%J~KMBhF+ixqS;~Q!Z4Hk zkVP4VKhG_>bts_va8q-TH8=MGYY9H`8<)*dhda-nJ=LKm-Fjwji#Xc&z$gTF`E0a_ zbTvQl@PX;w8&u!Vo+V*%-XTucApw@$V(c9gQcNDPkGD#rbR@gs$@#l0XX!!D*`|AW zS)#w6HEzc2|BuQ71hD(Ifl|>PAHlKptN$ac{Py=EZ~v}O*O;} zQ+KY+vAX9@vGtI3j|kqvunlp>%IPUlI|=OnEH&nU$5^s7ece@^EBT)R4x~<|nWZY3 zAM1p6QWB2GcEtaX2C;fvaO+Oj;)@ATVOFV%Xrg%*z#M@>D`@5=&%#g=P-_RG_0~Lb z5VYtG_&s!|Jba>2B$EnCGVNe|j#lm8va19VD%VNNu! zGg*)TF~!5}v>Or(2jMc&#JYC@4q7&R*2wL4N)Dh^*M+QoQ9CJp>%FgBduO#R&h4a_ z_3B{{=PFKwx@c5|NhG*}{>W0a;EAeD91Z*@rCW4e2nL|P%2Roi88!AA1)9Kqiho;R z^}7UJzj%KWdxyY2kPRor<$@+Es5Fa2JHy+f@nG;wX;53DM@6fUMK<1XAf{`k$l@I6 zsB)?7V6Ii>Q|5%K9^ra_K1Z{Hxx4sNw)x~^(wUc01Otv{!G68H`*Nqs_~v<FB z6f}M9I;4v&&Lw}VxQTmMn?%zF14!Dig;{$v0@$qQuAcTNtS6r{pQUq2{ggELWD&tY z>n+7;EKa{RX+3;U^3YqkBC#F|gZ>a|6OVe;C9E#WlA#_-Wn`EQTem9L^yFlV=1v(u zO(=fjw6ziHIBG>mC_Wfc;RGPHx;^seFSg!$yl&+91RCXge{m*(hI-6~qF4*ARtxglQW#ydC$b#H7 z9sYipK}Z@F@gm*4c)c-q0afV=u&#{7)pzROIfa;@S$>GMK$z8~^ecX8?Wr2JnF;OA z^3^Y&%nVS&hKI6sQ4?AyO_GaO?aQVoHbJH?dF>K0c@nhIL$xgLtr%}7s3XJP>b+S0 zW$|h|7KHxU#%lY2-{gzYhKvLsw~>D&PQBU*zi`*)cCe?HblGrw)8Vr2oBp1>?5pCA zJ7R`uQ6$Lp=wtjG~JtMsU z<=r%4`~eg{RVOi&0ChzkXud?|WDF!|&de*=5r1#rKHf%nq)V+~JcswyuY2AkTxali z6j>(h1JvH#!j3vj_{w+b`C*)gevyoUD*CH*fzwkCJ#g5{75IR*0(8SI2N0Jkzz2Dd z<)qLd3h5t;VnG_60t?u?=WA$RrOBG0$Fp9O!g@SZ_+i5LomE&~Ng*Is@oU0O*n>QqYzq z=K46%0AxKok@@AXdw6lTLUdV{HQI^}rTtC;&L?MPb}R-aaiG;|PASB^4Y?Jc44()P z*$NVem$D_y2za5VJ7e#vXxO#?7B=P#1>cZq^L`0_ue-DTRKa$W5g$@uWx~%Ka7@}L z+j>;I=&nh;zXO{%#P(er7w2AaYGYDW>F?ww_ND3L(iOwiQ=>P)#8KzxJu4cNK19IVKjx>BAndgAslZ6png?)TUrnYY7TDBgC=0Q#k z+sdpx*F_hfh*N^v8k5|=X=VAd;Phlh%5704)^4;k+X>Qv;QtupOatSCJc>_1N9D?5 z%RRrEe?T+LiUCUh+<4#ssO1YEc)sw1^Z04S!W91&br=`m|iwVsi zL#gHQ39l|4PR>sL#iKMEHQe)?5$P1CXztJNbUE<`niMy~yf4!auZU${X8Q3udLg>$ zk}oZB?*ge!#jObvwL>1E$H^={eUbDH(ptlq)QwB!S)cZQcmEOmpSvX)8w4l+qdhsB zc`&5Ui*k=lIC8?2Gq#>S!Me2nY`J9kv(@=`@bUdCl~%DP8<+al8N~X%`ijRxvtE4f|Hnd$J__(2y&B*45=0^uUK{)1@XAbofK{K;jVu z^BZL+1+|LJWgBzDK+>a{v>qGmWpRU5s?ox@d1t+~1EYLF06-HI)s-v4%R5`|3Nz_6413y1R)|`tThUC?Z^+^bVh-Uy+w10$^iz>U!Scd%y_v z;5|0H0xDI$-WF%X0oNgy-e64#r^n+vb>oYO0D|#2nfCbc>UnhmVT^+{Y8Uuo!Cezd zkzn$Y>Ajj+!&u;SB+pKq2QT5u(T=f$8da!#T;bB$Z~!$Kf#^YpxRs1A(E^Q#+Jjo6 zTEJ;4Gd;=&Wk^ez%&7{%m+%{h!9N-W>52n4q(oRtN+4NMz?ey#H(@Ax0|lp!b~0sm zMF;43ye$Lpl)u6w`VSo%H;AMEWa^p~O^|>JLfHItnbL3;xT|%b5m@q}WKa|Ic(|Ea z5#o0nngke`vuWTlv1sK~4Lw?vnN=YyQNZjUS@76@g8#@e9gD&Ax--z17a+9DzeU_x zab(AWwnR)DV(qiOGCd2lr^>EVjq*G7OChrD+x)_^NmOW&g16sLG zELdrQ*GS+GA=y()i8kOxg8#TeozX%>KygXt`|FCsx#v!X3>}7hn-DMQ)R0{j^Ii7P zoSNGy&soPB44+oTZoEn!fcy9M*C8@JQ|SH}zzZZ6`;8BRT+N|N`ZKuvsSEFq#FQ8PNwH+ z&xa4GTpq!~2xvzxl=n5(TdTJRRFiP3LsDDt^<8~BPHzs9V^<`mMF7OxuiO;ON~I5Fb8#BuM>pt6VWX)oc;PJB5R(@o62(KHza@YN8}ijz$>7kD#n_!!vYqt78^ zQnMFm{{VSlEN6q?Y3Ii6-$;jySSSE|0y?>~3K#fhUNT(*!~y8we-3;RslPj#kpx9_ zq4Efx5OXL>U7tjP4*rtc!Ak9BHzV>RZb-O-V}qTtlmO&V+yyv~4TmC-2lR_bxBJA; zB$un}g>!9p?o;pOWC(1&WT0@EL(oAffV~hEMQ{{U5P^qC;k6Vp}jERFUXP94VTzfcdwsTRc>wE2ik3L7j+OvtkWTn)06g28T4QBLClp%8FhnC zUUA^inHlhZg-bY-gEsCx%wlzr#|1GnutZSHkk?KyU*Z+}lJ7!@Bqjw8rC(vB<`G zp&&N3(wnL(4t3Jli9AD?N?~6rJ<7pb*E+JoIz>Pt&*R!}3{HeUU#E6pJ(Gs)r`-&2&s8cgYY`+|>i^&@16awmR8jh^+l`9GFd==cM! z+r9ocdcm)*V|{_=Wle)!*0q-5*12V+2D0SOzUUKa3HOgu!U=xN2EJ}xzPhQ2Yq>venHEYa%~ck?pmAcKJuhuQMBz5SN2W}D27 zTOd}IG^b)UWc6-{ueGrE`YO^>TfNKclqg7wp_D|u$}1t9+wQ*>iBA?X9Q*Y<4AG78 zo@aAuggfrLsDJ&%$4kkz@H^;T9Pv_N+|DjuoIMC5sUL~ihfHN-+5!rKW`?q6CE9q; zQ0iHOe?PG~aZnIxU$itx7Mi#-#{JZk7vm)^igVw6DTmy6vOZH^;Uy{Ur+b*5wq2ur> z+X69%iY=(?1LQCX>CrTHj)-K}%a`1DCGeLv0lwlzHdpBwwKC{up-t8mH$Covr|9Q0 z{)a`om>J@w&0cpSFmg)shG4pLD?dUwAcQE%q}Kb{I!vOWg9`DX;0B96MGW= z06DMJlgE;Wt0}B7b01$2J5%yBX!XUQk;Q#{aqOADLVbNqq6wu)6$7hO<3FtcSJk&VRB9v#%KP z6BMp3=!Q%>A?M0ToSlbjmEx^w7udJ;|71n-Ft9DkY;YcLcxS>F|FW$W5IYLb%x*t~ zAC2kf{R@`TS0qcd=T=zJ#aJ z-6m2aa@xu8hL(y@#fTdiI@GW7@sBB;A>)hogvBEce%q4Am)7h$)xfJrgJtu4+d?c3 z#-Ay)k?$|jK>kh5=cRY{XjRgR_N=PBEMN5Wz1iDSqX~Qe<7HoS^EfCb0ZdpICJ3+> z8${NiPF7%|Nri$kpmcwT%RG1#{xWdh)AyX0OQo#?|Edb;ToMZai1JU`{A0>0rF~jy zTJ3W9(t-W37Qs76VyIPkrp>5DhObylwhvPEo>jP03Nz=eD`N3G#i~5fXsAnZ*tC`P z5>?2eS`|kpQeP!e^LNra4>wEnm@`giwJltp=_L#4qP{KSt(si{uW z!CWJK93#~{^F>X7{F3DV7KguONCM0reg%RGnKZ7 zF|&f+^yJIDh=YqNXWvAR(E5IqNQ>}YI1?lnp267ePEY>iJ=n;=rm?Rkot&NWLFo_w z;in#_)#mq(B8o;|BpDIA72ZVJ_kQVi_cVa{jWOMyW%$S{E0b*h=3jJX#2LpZ_?;@; zLI~DRsz0J5F`0LUEQ(gH&iNc5_N^=3(S5nDR203S;yvdq8>f}E*4m4A&-^5ASv#+~ z;2}y5-8sm)F8X5k>Mvs+H2P;+d2UbP%*a)EM9w3owbxmXI;6`>qwKs^uqALOM$N`n zF~KtLkmrl&yL(iR8B=xp(GRoBauo+lKRP8*|JguUL)zgpdq9kHDy z_gvqW^1_07Sg$xDU17q`j?=*M&?Hl@e2p=tydbj+%2m%8Q;mA5+lMM0Irc7jjIEZ- zL>0y7`rQ$(UL^~}2P^ff7Q=bo9@oj};s-L>Na3P|gZ-+Cx>9YzUT1UZ8i=AZbPWoi z8TTPZAJ#NAgyf&iO-%LluqRWI3*0+Rv&dE$vX}aDR$?^b8C|=$NYPh3<)`L5JLxp=R7?v+{@grXC|DpkzN}+ zCBa+Po5PLpfbTRFi5QWa?r2^J#)yl_8elI>|W&h*`ym@DvQKRevY0yCv9 z5B26hJh5?=eZ+IkzN~WM(yQ)rDZy{ku5Ko%#vjtHAX)qywFQ%DQX^XNZ=LK zPX!l`8&jj4*WNc5pQI>L`h;&LW4j<#(o998iX%iuk~G3p4byyf6gRswm}enP3a^PG zzzW>{jXrb`S{ACQC_=9uscxA%0n{5k`GCZggcPZnsC74MPw@CrsTt6(E{U?@wKXR(Uo8m)oLsHlWCFnIjzd$99^uru9>AX z>9_WL)j_N@0JXi#CZ25;C%g&m5~cxm%v98gx%;W z%|r(skf0E2uATQAX;27$xTyk7)t99cnI$ncxpTql%6e-84(UA%lve}^6k)eMmFD=T z8`5I>Px~Z3${M;>uryU>vJBc3&>Pxk2(keN!lbK*Hx^BZ?_~k>|TQae(P5tQo=Agm3r?DzL}j==HLJ zC;g$w6fF;S*7~`8xHP^sh2jH<{Em%GrSvVH@50~^WPjb4?5k~Dt@ATA15BhZZLSC> zNC*uZv>;@~_&F#K>-UswB^%)prD9etTUk;reOs2RfHmq8#F9EY`_wJ_1~6xx-PSIR zil+Odf#dUv@W5j%eqJBAm7YLUZ1<0qM>OTXCjxbRV^e(`xaXsME`O5EgYaVFOSUe) zJ^)Of9ZY?@zM}&!-|NT0rXxaDizI|zB9>lZa0x|w=t;FD8edgE1mhJ8D>#DjJ}<56 zfmi;UaZiySLN%>VMQ~WZq(tLYz~XD>D%kVSM*3Xln*oMb9>gFWK*R=r6V)ld-tKcn zXjAO9zJV}a{Gs2xqkTRhp8eRI&d7m%i#5NoiY;nP^vo0Li&*^EUC19aO2^J6bl;4V znLPr(v6c?a<*-A&@=g+75XcL^+`f0g%OVWov#pq~vzK0UU=H0Uy6LvgBz%LTgcTrQMw=x(ytuYj8eCi}5jlUHMM{Kiv8?H2Bk!`YwB` z!>?yOCgV&+V@Svm_~02hj_bdv2zEn}kj{Dj`$N|touaZNCMMxgkWQD1Nvc;#ll!5| z8yFIr|EkyM?sP}&8uWi=c#4MQ8k&y_Y0!&$LaLnzJQX=I_wmR=cgUZhSXQPSev*G> zD%KA1oIN%}(SNQWnA_8>@~*;E^ox+K=nI&mxWNTcm?-uFW=2rF)y=~CvDa-6)ojPD z6kkfFo>m*f!(giiQ64y)Cextg5VBGHLsR;2sCP$;%3zb%h8yXV#eO51Bw&kN8?g+G z(mH>lUC55|qNFR{{=LM+6QnR^#z?&NgN5}ouiIzIM;*LWT8TaNTyy(dj_C7p?Lzhx zphf@8W2DtG>J=krk~ouc_{C&>uAXid)2p|1{RVASkVp4f?u(yIw=Wm5Ot{@^10w`bkF z*~&M{jKr7@Sdr0Kt@9R2z|FQVN(}dEB=&$MIl(9(eBQZw_=89o*$aw+tdhJJvmnY0+!Ecw!m0zeIk5tcp8!s1c0N<@1uWVAe zG(cu4$c$3i6=$Y2uh1>1H(i=NE{i`Nb=t*zp2QO;-p^C~AyfhZx{nrJsXt0Q^rHVN zoj%&slQQxYRU2F?@GV|Lq(KHS(=ZSRe*Zi)6YjQ0zB|aMcTGJ<+&+lU*Tquobsm*P zUW_5IsCq8?J`6pkL@7)wG=+A+V%86XFbK_>o#uqQOtSPE5sI>)fmpDFMXe1&nZ(pC zP_@P-_&I}er*_LQ9uHGGX$W8raKdY%5kH>fcDHqLoa#4FWAjv9`}LT+O2Gldt72RN zZa3I|eMOU$T>N}pmKuBC+c5~m(>J~eWSrh$L+Hv*D{PK;2l5_#ovX5r-U@IP?|?6mjV33m1PmMj)0lhw z6)QD6V=%aLFJhu>lBmuPtVxx=D&lq}BRkS%7_N8Z`BSWTiOG18Hn&+{m{bL0-h+WG zIN=x?<}cVhnWI8{IB0eJhg@75S8UHHEq49u{FGn%`9|q=(QjwV$Cqr;!<)v7YfO7s zX`>fp*3=?R1{Z8)-9%&Zs2_8m5Xe?jvp#}|1+R|8FXl0Xf3k(R-1~oQ8Xv2FWefSG zOm6V-ig?o;R@&s{w2XAhzGd1bPLDAa4}~FGyfPXU{OXHw#!I$p%G&oJtHL-jNg;4v zs@DBB>41H2rL~YYc$w@85Xs9$Fn|v+XX+2i@0Sc zoIRO${0x?fs_MiZ#?Zfvfl+Qgm|@2JE35&rph~k~>3f0qJ=5jLG(Yl8kGN&%$9z7T zac?edD*>nZGE=v!?aWg~u{}a!G;#66zR)rf9*r4Q?8!UKKl~IB!Wv|#oSr+!%o9Fl zTHc`2W!62LLcaGF<L6)j;G&52aaz+j3FOn zW&$&7@h@4WfJU#K=H|dG@%iUY5lFRN>Fj!Z%PxMXU3LE>C+B|(3LwAydz9*5zei?- z0Fp{%W9-$vJY7aC|`4E~f5e;mRX{xB#DD`FX17rgb&IOQzt zhSZ}CNT=)WD)(cd;3EXVTOAe)V=&2V2$!qM#m!(Xu%`RT+U%HQ-(i(do~)c9JVw+|R%u+{xau0+E# z#^s-_T>Q_tQur$nu_DZs&ryZ^a@J;uH2lzW!KXQ%ATb5HZ9#x1sat9G#`N)?Upjrr zFEl$KDjdINS@V6%sPJi~rwchtqvrb}Y#XpaHm@tww){pfCWom5%fX#qUT^9v%iMY7 zU-S{syKNJFG?VR-1)BXZYjE>z%B3dpcts^T$0xp!2GtQvnr~F|Qy> z39!gaauV~7DpoA?2boT3_Hrvplpi|!|E_oCO@L*X@qga#5;w39OczgQ-~rCGuo}?P zN3XqN&Ue6c8`Eiq%woZ^aXNlwCSYQei21HPc+B>HudBuR^)YqG%|-ZPl7=NU5znkb zBq%diRH&1}te)-vN=VKpZqDNQ$M`JEK-CK*L@N~f`r_uv5>6*NZ_G%1Jq|AqqQ#L0qlF*j^&tbrGb6* z(LtF9isn|P^=Zjv$E~tfUQdD-QN3yuSd-J`&3_3|$K% zfM#f*iN*EA$Ji}f;ZtZys9q0s43c{0KEy zn-mA`TIf3e)KgevtRbAaTr2HRf5jVidTR77`1kFo!7#sPu4SRX5UWK9EoFsp0s#``^P@w?8RKE}M}v^y>- zWWY_Qx~6)EsE_UhcBHuems!G!w)D!Xl6SV}=$O2?pT})vJbg264WB}uGAV`$ZN*O5X zk%Ma<9i?LNAa61?IEDo3EVq1zwrZ5OyQgT7>8~)}vNf~YArCkUzEhjRdd93q4sDlD zT1y(nKLNrdtE^;k5g6Z83rLrIo<}pS9=mANB~ljlFTOy;k%Ivs50S=@<%cFKBxsu* z3kl<%{c))3tF=z8ZV6d+w3$cw6Uh+F1Y%C!WjiW-BneRWqrL>gy3fdoi`(2tDKU-1 zUL~0)@T;O1wS6&3;uBT*F#J2yq8o=XGh5~c%}9vrQxMm6*;-hZeq;e1U@ zh49E6g@&A-C3Fq_Y*xPe)DiEPxFAa#>nGeiJGyq=ytPT0#>1r1Ifwe^t`>Z73#YSRC*ZbFpj$vlrdygg;@F5^mZ1@B_RGDQk zaD=4oap{@;p1y?8xHUUAjK5)R#;I{a z`X$C@JZn)(Rba7a8|Y_3uz(NY)f5r3Cz#2Jp|{|W?)C`u-(a+T@0Xkjru$RrRZoDu z-#Ai3E#mTQbYjut+hP-x{132%)5u1unkVbFc?7)-vq7X3}Fwwd{QMo^0K2=PcOE+N+MHmj>x+ zqPjWO)W=Az)wPVjC-Zn#Hvqjsdb%#mK+E)@WT(#UIDx)(E5;CqDRG}f=JHTp^w8H| zvF8j5e!iaNzMa$zf@rct??PUApyd|e#B=ZbLz!w(DB6IetA2pE5u3PoPMZ4SZjvxyc5FPopBgmGG27K5 zk9wWgcCvm^>0=kJdmM@#w1x0MDjE3gg?#1we3|s2cm3#$$RuCIn{KFMV}}-qADMx{ z?Wqi8V*1b<|9C$i0=l*I~B3W%O=#kmt3WuUl|= zsDM%xi9U#(#q)>+H${RB_o{1rA61*2Pq-g+yHf0~np7D|z&8mzGd-U`tiw$*`X%W~X@tmVQ3l{MU1Dhl$xRT^TR=&!qO#IbAndwjAEL`e zW@nFE?(C2jq4`bJdzM!DBvnlad5VJLPQ^Y%dStPiZdI$qwhDWmS}$v#>k6jl5tkh= zh$7k(ydEI$Lf6}+J#_#V)VlLgQT?~r1y3zXqPjsU_A$7KxHo-i1NVOMwbr8Mld6a& zJ!&TF_k^%XuS-cD z&8So*=3nE)VGCE%maKHo8PBV(dPZY$V7B;uk$q_TqJwC}Yv?ljOW60l#4cU#$3C)V z^SA`ymG)^P7gQY6xR>618p)vFA}^pkvXmybadY3%DSDj|LP(Ir>O@39*;k10Id*HXJ2WAD2^;_uaIwFAta zo=4SAUg{O@)A#W%GgY>uCCO_`Z$R-!1I1J)YJEQp_$Ud=IdKS+j56Xq|HDk_J*qyo z@(Q8L-rMJ|+&9v8AJqeP+WYse0ulL>pCPDS}(wb0${a~JSed%i}fwB0%qFCMsn`=GF!`dqeXKE`5N@2I`ikhjD6)K8@ zrhlXFm(*khVyy)1dm@8aRsi#C+W6vy86FR}zB=I5(=7?y{a=G&WS?9R3sANzA?^|> zH6bfOqf*g6RIsxqKb>o;BcUxaJVI!@0DC`t*)99kO#J-(IdG(k{uzKKRaf)`tX{c- zb_k-LiC;|GN+0S8^lo2zF)#MumR)D);B;;I!QoFW3Jky$^}?@gN((k&{!BhRgZr5* z%At~AY0EKov{T~6K7HMh;sV3)mcj?#tpWC(O5@YD{j$RkC(J#5xNx$i`%k-~175Ok zoAf^m>U*!jmhe-auY3$sFEtScNvhKCs@D|XtSq?8+8o9#aVEvmQEz&{l48v|XLzOO zonT?|lGSw&I2{eu%%AjF-GxM%1?QZ&2wig?m=#Q0-r*ISW{WB~vKvl@$6#rf`VWS2 z{L|Q5LIcY(#7_%4bP|8K-*K0w#vM8>;gBis3)6$u%a5uf)Wa~|;-5A~4zJ0H)fwfO zh{`bR$(o+)dUUs*&jJ?wQlybX_%!m1YUzJRf>`@1Fi_!_1)$%9O}zgGvZPd3-kQ3H zfcr1lDS#FQX#CgM6@KTtl73JDV7)I-JV^AyY&qw0f@i%=#T^T<{je+O;`O|WkLALp znY*==1EqO7PJGQ^)4K=cIyhLw7p=V@=P0ez_22J+fR8My$II}GIufqsGb?Xl6zJ!q z|KJT~#0b2~@4DQ3e+1Wq2V&KAqUu~OZ9Kwz&6M=A?|s;9!Pq`)6^NJdqD+yS0Ly!P zZMKP?R8yh23*;yJvieIJZZ8c=IPC{F+fpG3(D8pXe0Xd4*Cfz#Z;PMT;0!BUnmYg~ zN|h{ow7t1@G8_C3{b;zaIezkl;uzxd1lAs&QeWpIb{@{W^{t2$vV|)Ugh;8kMa>W5 zYr&WRt2JbB^WsvqX567M@8@x-xF{#AiTM;Sx(BacYsl^wUr=!=?;8RaLa>@7RbCoe zOho|E-Xy1Sgg=>VTY6q&_pGVAwWynS@2d0K*B9;gFa*cteS^5#vQaznIOgbtWK zm5>DT!#CwilJoap4V1S*&Hv~=1N3p|h{X198;ueW^Y0$9KvzD%zr8rFE=i-Vi*C-& z#5cP@;|6MetQ*x4xL$1mUNidlFb=vPXMkGyU}N13RdI2CfHJV@N`cdfJ_m1?pR$eV ztVdO%HS?+c$_|o0P3;;fqvk8DBO=GB_{0OjpqKW ze9RmR{w}B+r@!Vi48F0_{Y2Pg&~)3Vgh1JJ3h|e<4jeDnQg*9KI`45-61*c+JQ2kd z0AbzZ)G3eMO9O%O1O7Dze((3@O?kK>b^w0Oe5*(4VtKSL#jqgaFD0H*s0u6z#`@Am zS{evVvtHH!?w4Q?{|5U3e)UKR_Du=sLL&7hr2acdeQ2#vT|gM30}^K6);n@&3h3Uy zxS@NDm}&%Aiv)02^h}1w9gmo%lGjixKNlPzKU13Ev@v(O@+`QEMBeN{WZlaYo&InK z-~A=08x?O7nwYZY_YGwK%&ctA6dKxfZXF*6zXyP34$(fP%$9oRkH2fIqV4zee}hIq zu8u@~-k&8sTJ@*>?KTRZW}eM^h(soCR7gdSOudilzDWp%^wo;-TPghy(F`*i)mRiB zzKIw)l4vAb*fhUOJih)zoEFI==>e#v8sDg;GQ-S7xp|22sS42T!E3tSO0+cZ>*xU# z5!6y;O0%!jQVu9){~X5)gSRvxCZrEz!`hXEid6?CQry4E#2V%!*wc*?sZtu9{#fED z^=;X-GMz>o;q>ePHDCX-fh(T|rB$oWXpsYpS*EVIYCVR;JJ1pc^VZy$(bJ8|k*&>n z&x{1oW#{Lg^X?~7v&yC;ovyVg)^)4rG_iJ05H95!Hsu-mhF19=rM^i5?-*u=uq#j1 zRR;EY|I%f}Q@2G%rrk{cbRT2hg9fQSavddK(-`)Dy@^Z>e^#`o_O$=9#SR-Y%u@OL z|5OW?=00EK-6*SaLY(K}=F|if=PehLu*oISUWA-~G(g zjY-tdQ+h%M?)GfAIV?=~{)Ba0Oe7Ek_6%W1J{@r|m4ug|%0nK(cx=IGXYh*`_Ca=W zX~+ab{Fv=>kwX`0ui-n;^t7+ZszZy+sa) zhTX`L^=9kM@H{03KrK~m-<;UMX?7#uNz`2B7i3;b62EZ_eUX3cG;8Y76l<%_j|-&& zQxT`hMu37B*8Mn+dGa^gor22;_%;asm{JT160d@eAMS~=(OoUK)p-=4?#<^hsIwihvpeD8+3 z3K^}x%V!kYeR?jnZ)A4rDO+7EwA-OFmR?@&D{gmbZvb1*yWV|#^6uJFZ)fN9^eFd* zMx_k`dg6+BXM3VQ9D{ODle5Ti#Fg2e=aejohoI?!R-1g90-nh5GbLGCpexShs#rHC z6qWfk$ZTe;@B@7`uUDHHtDyzj;u1Z@ob)m!rA^?+X@JZ{j#s<6kZ0X0<% zX?OblY_v&U|2T3Ze!=+TpO!E=Kfz11xz^X}_WpLsi9J^cN&>({N{U21 zc1+6O0+D5^sFt_MAt{3g=n)Apz-pHER}4HILWm}=G}D)Nl;lzYh}FMglOcLAdO_ zTf?idy*4r~2i#@Ge!B9@W;wfOJXEh&@}R2zur8WrTZdcxBr6>Agwb-&SEq*ydV88t zE`(02iWrY=%cEqG^kCsR$m&m;X-@-1F5((*`7uHcAVVz2R767Y83OVi&3h;A8Z$4m z<;S=?nRFovZs-pEz=bEhp7&MzH!A6}gm^_O)=wfCqg&wZZWG*{er1riCu&Xphw3N< zF7Jh#xQ}x`S&``J&3=kbX+tr%rpwInWn>S!ZtpqDOMyJ7CT&TOSG3&-cy&}$Ekwwx z=8(l7P$`+8Vn(Ckgh~R>fQ7aJ+r3h?|2kBu<_dhDiGMViohrMSx4nttHVhx&kc~sL z+PN0kL{Jo{EE21YJV&_?71K@k??qZ&1<3r&$498&JxZw||PgjjZT=0V&CLGEJ8FH3%trh}i{{tb7X`I$vmgtr8juiV-zM#Txxo zXG5e9vJ_XjOElTo#51v>(miYT8fxYRYdT|N{$RmKUf*AV=6DhK;49U;v{9$yyr5b- zpS0!rtjS6jv8Nv4mST+)@J99Va|hbhb?iLlP`6^d_R!ig3J|B>&X-dR?yf2&brlXJuu4#rP|*ew_)#PYt2mg#amVPtSlpHg5W#_~%7< zffvR|Xb%+;^dK)I&lH<@uwS)@cKg3%B+*?ZXs43sgzI|ZE-V{VX}=~A>BW~V;FCJ} zNBJXQsk28XQ5KUL{=Vg*klntc2i3C`anL?Rk1X=5F1J6RCA1q}D{xdtqJ6e~DC|Jd zfF^;Wx0-8X=U0AN2d+>%^m8J1j{=nkxMv{F(k3h7P*APzc4;EC(`!%dduv6SQ<%@U zdx+umz!WP$R@P5rQpOOrAeFVK{e|ZJPbqruv?#8f$MYbDEQs(zh+lAN%QVmyh2V#hhNW5;eu0+GL?9eU+pD{AmDr(RGm#31T$w ztp9W{cal|9Wopj zp4n;jLANfqq(4Qp@u1+;VH@Mlaj!$ucfF@!V72>ZoA__G(}4#wvMT=X#Tq8S&7y!M zmP*56KWy#F$3M6=th?m2+xx<2ZxUEf#-AepA=5XJ!Db-Vxyj5S5FE%uuS=h>3)=2gtdb;fYG?@bG3bevXSMz+zg_40+G z0JWHiXht#n*X?;(Vq$-wAb-`9v@g<2)kB9C2?6U3S7GWl2f5&!#Ig$Z(>epPL2a!; z_92NGyLG9l4492Mvfz*egB2$1GYn7pmr|>XcNNr}l##*t}8m!GLc=+EiWIJNw4DF)?RhURJOkxV* zkCQ&^{8tV3XTtH}bgrn(Z*~gbNv$C30cODb$yF(jQ+96=eSdI6^oOVzxRR z1b^!CVhX(8<8H$-@Sh+m49WJ0Mu(%IumAxMg1`6hROADW@5 zmun4us2CbGQK0XAQ{oD?BEAGlK@GPu4^4klOT7LL+P}d$pfGpD4!`-K=2u*BU$Ex1 z2k&A(NUhhqU$o!?yF{PS^uzpYSJZlSm5P3y^3R>DIpPk6|3@h`Nir8Y8iW?}*Vgiz zFOLJA*SW{!lKS3O6xsnWih3S$gZ%wJZH(7N)V}biKni$g@s}M>QRU2irThbB(3bOn zOPRQGXTWIyaw!7_f0Q1c{uUvWcxwr|ZH2rx)C*>Ymjah95AXF;MtJcn3%Vn% z$;>+|*1!0#l~_)^95nkfd2jM ze>%*>cK=N+;G-9PYO^f}Kvd+QD-c5MX0+HL_}|pM+nE*?j`H}GXiq zZGK!?2c_Wy+qxj86=e_t{_`%b7m5mc3cQFsP>3gJGTvzK}dabs<+ z!;@Ye<~T%x!Kh~7nE)PMRI2~gI(wUqMkzBuv)8S&F8sK?~4o?GKDtJ>7Nb?`-sX17pGsY@}k|AzA5Jk3w1a? z#)3U8S8u4{FKa#zi{*Ihg0!&?ujz_}EhwcygZ_P8r#+^MeT*3n9dYx`)Ep?dC!2{= zaMIz751E3UksRKhC%h4XlLn9V(*E(z-6BQ-%kUWR3LfH9O|Ze%>5EhMIYg)Q2`2-( z-5gGHHN+-9uif2Q+{gt4N6q_nA}iQa_C$)FMVNdVDSFcDU?(E>G8JStCpw^H=~D1# zcbRJPDep626IGrrg>sVzl!d@TxrPgYZ0K8C=5ppq54X`h8#&Dl5Q7bS6lYXT2hk

    T8t?GXagHTerNkvXgo?$((*n)q}`B`NPdH{1X_P`|t?U&vp( zrvqclKbbF-7&sR#ke+EpN8L3nUHU3k8=FGSkbg^+e+OE2?^pp(PFq~d(4khxBs2$l zzt_ALqo!MNRf?fVzRLj9(#em z!x@M83f>Zc*F%;#^bW!P6M;3zRy{Veu4>yYgWH(J?umR?i(RldpVK(PK6JSHdy6@{ zH6PP#qMQz`6MNA*i7KDbZcKvVmtf4}@W6NNW+Y9I*V=At*Rs#U+9l!X)(dXSnxTtk zmF_dowk}%<59_7O#MZ( zdQf1KAF%@gwA$2=dlb^}FiD%JeWr94XPPY&cPy&`9P8LKnZF}y%0sZ(%SQ&>%eWrg7P~9U#6>@L;)RllD5Cm8}g;-M{GVGW4eh}&B$^nu<#Ye7J z02(U657H*~&M5TkY=}Wr6~4Y6hiUT!hTdtt3NYTUazNi=#LD@9#X? zS6^7=a)t;}peTLbhcnc4)Fc#%cd)U9K>ka6x z*Ju(#%6JVm;oo|b88mVu!A^d%Um2D{5r_$Lepa0kIP1RK8)eF0aOGg$S}9e&gL4DX zA&H?av&E=40Kp##m*N&@MM+Kc(7K~e{~rXK68vC6K*Cn%eYS1oZ1@gk@xy4>sP7~g zZULdCEH2H{{dX8h91IkZSi3w-+ICVKcxjt~IytS>*_f7YcLjRf5>!NkJdOz(}y8=(6FOfh=g)!%QQ8>Ol zP?%FLf7kj?n4z0RhY7)|czxndh7re=)h+Z16eD8~caC?Lubp0Z=43EmS`0U~Z&@T| zOXL4!f4;Wv7caWTvl;2}jTsMcWCc!R;ypz-OFMi5^8z^K$*K|IS=i?GEx7A_xpm6Y zuFiw2vt5bkj)xl7JX7v#b-A(Lgp$G$PK>l<)*h+NvXgnIfM)>IT zdtBKAu25q9l&}zVUYtZpEb76RskpY}Mn7@NH@pX5@Y?1(nkzPM?AiAoBT>WLJV_Pf z^^q%FqR(xhx2kOYeV)p3zMfNJlFjo`F=^oCBp}RKpxF~|UtySYdvd}(&VB(!f~m8u zugXkZw;#pF!8$EX@}Lt{A9HgJ9dG8BG>{PxYA+RS_XxhiQo zi3kd)%XN0tR}mRGUC+{5jBf%3yx$9!s_-WII9xf3g@}aelfPrOT4TCS5FPLvRmiH} zv?yI#1YB}51WdF`AqVW6l|Bc`g1gNo!Z>x`As9IG{vCqpIj8jGH9|#$|A!2KN|t51 zx?XQ+ix8?;WyM03jvi->qecRDX9xH-f-*+G!Ndsjn8l0P0iOj!%Rq9d4`HvjdJrml zUIKyCn<68vuCh?=qd=}0A+%+Z%{PZq+Hi71qiOy5(WAazwtq(&^(<`Xf|6` z*hvPMy~Z&)tP?_O!;+}8Y|2Pi{~zA_Jg24q6~4pO5(J?dia@L0uC* zKC0~b+!TqQ&S;hppC%`S&!jBu;m>^=nx{>8{#gm+;uF2<=B?N#z7wC9RjVs@BE%iz zxX|?^uR0G^9M8%&z$Z7iM_uuq=phgrIpPT}r}3=p-eAAL8Mz$ZPA9PJr@H*Yqj)608 zV=V&l6UJ}JS00d?^X2P!uLi0{_kOHJn2QW8CoB{Sa&oWC-t&S8-ap6-3&s~H)+{QG z&q_Wne3oeG>4*h)rM0d-Q{IE#R`Y31a<$<(QGJk{72eR2xvw+&HKTF?5)rj#^%d{T z$Mkdt#o-)Bq3L@vDm+ zSF_lhXtUS*uq8er`gqr&k!{hLtG1HWoAb=gZ+|hg1yWnLC9@1>pbQSrZD?oimkD>Y zgo6e16s>CukUu&L$_yOAgp3N7Mlb(Xd)am-?Z>9ton4OANZSFxs0lo2pGOe}zvt7{ zbpZSFE5cGFA>EuPpABjpHkQkI`o)kmBzF^?VEiBY9^5ZzxtyfT^{awtgpIgM)2)J-?FFVSZ^UQ^m=S=V%;T&eNA38bC!oMO=3|qWoAU`Q zl)h-a{|8ILQCV1F>OTHm%+@$@Ov1M~x$JB3wA=D`Ig$C%JosZj*gvqx?URUzg$=hzKwn!R6OrO@2Yj@Pb|VQ4}(_HULpRP{PhS&XaMsn z9I{0`-NZ}(tOy-6VrEbr<3fhc;#5G>ae=I~1i@mdK|3p`-@XR(f(o;+D z6la6c%OXoV!NGXe^vuZ&k4o@R^=V)cYNg?~$?^!~J^t=)jT4?<$sbcv3aM|#7sj0} znonAgKnQ+m>91VUtqKL!8EO)1>Bl(=sx;gQS%JA|48{5Vb_SE4GIdGTlhaMNkVIb* zb5ApOb^@q@>gp4_n2faursIi^jnnj9QxZtb0q7vS>Vu2uT8gAB-F@lTIf~ip#j!&I zPz*f5dOz}Oyy&+uHW^jzr72o@%>N=eS-q~ zkkStnES?FiD-$1cgOOrsjdO~+S3%soFw|h|kWVtpBI#A@crzESOI0`l#pQugL&EgJ;lt}l1imW%D%+JlqJg;vcHiKMkQOumWu35$ewkqGi4b|wk$IkOc_QD`Q2yq zzVGkz`+R=?J?A;+o^$Sf?(;nNoO{l>FQdg4eM{bVX|LWlk?gx;gauxBsP|tSlJTk^ zXv{gDnPzoMR?meaMy; zWD$8MsCgtP>b&ulQ^4pBZWaIit8`?~3qRd2A6n4s$sjt5lM2fE8e#V!2RDle)V)Dk z$K-F^-%R9Ww8ln4h*3qNSSsi@wPNDK1dN{Hfo?gne6YXuL|Ha!!yiZ<&l zO(t}wn;gm>PxJ2uMVe?P%-#S;WFaZjAjWg31_7xRNNz!%TRDxK7y46Hsls2IaMqBR z>ffs}pI*bzQOl-X6!l!HAb~(rmU`4b3fvf;87>Rmlu~N7oO({Qg$8A`_OAPE*;Ka; zW5MBM(2q(th^1SuehbLq6r{Mr>pk-8er(gs4)qKW_-XWFc^h_X(p5FXt4E zB=RZuYYc+<%$muCe?^CI1|@OfRD`a{LyUpsjBt$Jz5+ceEB&pQT0H29?2M=1=-{iK z>Dx6Z?GXLLOO5xvx=ABCuk@}WjTBm=O?g?T#LC>nX>wk=ZMEv(B}91JR&!;I6_o^lz-XlP+P6ioaze+-s-S))$qx?A~8qZ@IfG{?jgQZb1=?j zBv7wV)8w~9Oz>I>!UpGy{hk9YPK zik_6KX}9<7NZaIVw4TVcJ6HE?v*9Un=z`t3DP&+dI0Y)ZXwZ40!`^p881CUG%H85d z#sM~djel>3etVfa8%l5%=fFYMG?$cL`2~B-PgJT|cc@dvYK88p%sUF!q`s|QduhIt z1rnQE#v@V;-^rxBO%`Rh000u&dV8%gNu@b-F0jyNUchNt5if&MHv1-%@?p=%Z!2X{ z3QQwT(T-hqogFudhf{uuPWzEd_Dsf#%{dYB>rax-A#<+I6y#jUNEtJ)-{R_2J2;B3 zZ(T9KJHW;BoM6PG@PKESJ=_h&dlZk={&PFtVLx7@u`DKNY#^}gf^LS}?*p_$xPmJ< z<^kybQ-XV+5hCL5fA+Y>Dp4u#Y;+__z(l(E6OS|G{yw;q|p5uVopqseXxA{Il% zu9z8M8`Z@;Q6Xq-?Gy=kFM93TvHTp~LF1-v3L?Fhlxns@=CHNIxG64XC|=Q05e7Vb zg#>=gcKAq|8}OLIRNCSdZ#wQ>L*H75^gu6OxeA3LLj? zv(hM1lG~Yz`SE3tdy!<@UPepuYyfU$x7pc7yh>vbNS4bB?&}Xnc&^6I)_}|kpdKbf zo%C<(9qdCOwP#a1iP<=ivjb^#h8j`8m%S-2TzH{rcj731?#M)6S-6?=%6+z=SQ2j^ zj~iyJ^u&yxi6x(Pea^bqGl@K~xZy6aru;@Wx=MrVkbH0rZ+QW7g!n80iPJNvdH^9| z4}q0&ic>N`%>`V?o#I`i+ymWYeR@8=A}i0$axw%^iS;3$5loK03mDbSOrdX}BmwYo zo3OJFXzzgdOU*UAUT%53^rAj29e+6I=>y;SWUiXyA$iP4YPSJr$x}EKsAr~j^9YD= zsSeYgmeVHnAAS$*+0_`KLHxGb6+tFS;TVz6kMU#AJ&~nm^ooUsSC^kft7B)|se41c z6U$XWymy66LQXipXADh^&U~s(e)Ob(QMs53_=4w{TaIRK3^N2`=JRoTPHC>L+}G6K ze6ZGJUxnoxE}PuMs^hiya#{pAbxMR3(em92e6Q1fhpQnNDRylgl?zrGSEFA(nVJ$5qU@68*WOmLHp zMV7Se7AP0VWO7}N?m~g|a`_)8Z;29!PG@c7@m_C(!IWa z2&9ecX^4NlYu5726H$j4h`^z;2`a1u zf*fYrjjv!p-+pKDZ*R5L6UnT#^$+VG^z~j%{txW;L!McEy=aH!9USNF)K#~+!`2*+ ztJi$tj#m$9{bAZr>I21oj|(rlZ!)cb`RhIXr&06z3P+L( zZ2s_jxy#1R*u)_pDB!N*NTu3!tJ9wyVIXb)-Nr;mwtv7FSUR%e?^xnR?~p2Ilrt~j zbX=tSjD(X>)U6?k`Kx~Mn*|iw{H>fV&u!f-`Y@Sn?`*kLLjL0mEmMUc?mtlRQMG*U zp)DufjPxX6+68hre9;^!8a|_cIa)gksq^^LvENnQtv*bDFEKoZ-wqf zvyI)%tX@Uh1BC37OfBKrLlc(blvfWuA-@!M)lWxowyp2w@HDj}TXs?A>R1BU^Rw#m zi64Ga1g-BtRJ&M$ryWc1IZA-DC9xv&lhn>D<>mL97ZpRjc z!vI3jrzTX(R|f=r*e2f~Wmh-u9qn8430|pt%hn5lR$#vO247F!_8#K<#cM3;BN`#? zQ}@(0|7+N|`IisPMsx`c1^lBNZn%VHqHc}Mhr4B1&N;nOK8bWoK0meC{9dVifZ>t>RR~O=i%>-)a3QM} z22~!4=f<2ai5l6e$hLY}4tVTl3SQQ3HrN3w&Nxh(T@Y2a^^q-7>#Yb_&ZrE5T!`m- z7|LCWdu2QIH|#t*^_NYe7EXW`(NGH?NfsA&cPq=H&-r)Eq->-0@Vl8SUV>>|GTdES z`#rl|jY@vhSwxiHc+NbMUK#oI=K&Vtrd6A$RX6jza<{^1GbmGT&{?IOEi8J3ECJk- za|%eIZYb-pZvE4@N&N9Mts)0SgML|X&-j$1m;*kSYUl?2b>WU_%FE|kRSt?Oe>X5r z>SRY+KJ!g_o4#t%HP~xJQJYGyjQQ%iuf`$U;8|wZJI9ptp!T7`;G*@KkAtEzJ+^+0 zt&b2*1}E$nG!TT8Dz%WNs*Hx+Sa<6hh;n9lMC_t$=>16X&a9n3)? z-0Kf!1hSt#zzC+di9DPK)g336pT3ILCKykH26l0JA%~TR0`8`?T0hh?2tYFOuUBZG z)qkD}*H=+meVVAUHZ4~+_ssQ_3gYwldp6&!f!Da)Xm4g7V|dCth*GYN zq{n}3d*fVIMojtrrcLH5mG_`}Ho0acDP^mwoA>t5QGYLoIIfU?FK;tCp9w z^5`qgy61=MV_v<#Ap;u`8gVh^RAw^|#?&}p{q4LvW}I%cypz*NtZ2{!gpYOOh zdol<(n_=brYsI<4$X|i49J&Yg(LWBe@_sK5ND-Bd{|BlfX#X#T6>H1a&YG}b2GFBc z5Q8F{B~VsSj|k-}HQ#f#qu*`DzuMxwy=smy0(#Tk9785I-#xy`g?pi~L@TiH=<}%g z1${Q!Pdk^RoxL>7>8$uEJ3NZBK?FkPD3*2WJml+Gy-^SL%g_6IO1V6rj1-;S54I>| z%vwGP;llseOiUJowp8`{T*>n3;}f42v9m(0Mas+m+ZkQ{g#1aZ>iOmu-O8>(c#2FL zVq(&FI9s{ZvXtub8Os@)Glxw&E%$VmC}-G#L%*i!#-j=O<-dO!hMv*x&{ya2eT*_1 zX@~&XQreh39R&|Rs6}D4aGBL%QnL$Xwq+F#ehxwT8b!r4*Q93GEa#S8Y!mQ3TB+#? zY%h!(Au3+vg2k<#$a}u*<-5Nu#ANjjC2Dm?&HGg~gmd&{R#1=Y1#aTj zsHmFsMGxWmD!si2UcGnKEHCAyU@d~qQ&@9+{nfAe+`A+btI&0s>5S2`>=+D1$RWn9yFBzCd7rdEiH{XJ-T9Ym9j@eG(Ta@yCrAjWM?}V_g_W%h2pZH? z-=y|^VbPPnha)jc%d%q8zuFc?UgXd%gYY-TIn(GJAC2nxCrvyYulB=D$z4>_ifH4+ zD4!ZyO28S<6PcI`}`incRcu$ zS#B4aNa*KOCS3ANUMy|w=>LM99YaF#e#)I4{W;D18o?2MAc&+Yk%0J9!B9zueTwXM z@{iwP4vSIZ6gN6s#5w}gI1bL7o1x!jr}-U`L-W7bT#>3L(K29v_9_=|4B_`!5YzG{ zI;&o)mn0IdHiIzr&&J<73j={JFUI#PW!*JR(d^H(CQ*N?M5NqWe{S>;Z5pieStx^>-*u_iMETN~?&@Ll600}wWGuac?#}DzLt(uu zalWq@L3fg3@65C#gH>uJu$4~$1L=iJpj>C##JCBXa;ma-kRI;=ao9aC!T$RW5l==Z znPg=Aki~-3Q>%ps)qEz{XW88e*j@RICgj5@sT|TUx3ZY>qGq=4k!yg|Wkc)Tc=@iR z45pX6SURXvdK_z)RHp_%j#Ui?($1GhO>r3|3Fa!&4-7lZW1sl?eDy-6z!%d9x@N=C zU#8oURp$=9L+wZE(Ii6DANBkkDjfzlgDZ~QnBK8e2!f6Ae;4jx|F|Qm4fIt-xTcL) zL(^2FNCH_hb^07xg@=YyVqPj=?9M z_*+CB5K=DbD(#WQ{uH}*fZh(usJ3P6PK`etAYz%d?qYJ2|G3F?m<}Y^q_M%Dl!Xu;UatutyOyML(Y+J>?sO zFXp~J9=#K1;Nk((Zy(^Yqux~47f(5PKjjJuK&*fzY^vV)?B|yR*540&XOp@7_Gd)t z0~8e$TO*uTzw|{t81Mj@u)cxk)ir;8cf9}EQEf+{#P-^L+Rla?wYzp8IYD8kF7-L! zkT7mwYoL`ZCP~6+CGT+pS+7N5j~#7XsH2npUj&(x&#N`X69qrs=t66m0hak(PPe}( zT}uI!7+tOY%=1d8?~A-6KP`zzl%_l078eot7}<%|%D?AeV0{Z((_dRQ-oE{%Q_hGz4#9)k4V|pv>P(XNh?@aoLfoPKy*r zN4l|^>1yw#`UmcO8%T2O&U1Q&U*Fyyr!`>un*S7N_j+jirgE>88E@?Jw1?Jt$x>n-RQ{qAN zimL;PTYURZ9?fGhZ*G%VSINFt=^A6e@*hP#oYEKboWdWh#=&r9rsKNt{KXB@Z3Me} zx$@7~sRLplK{7>D(!uZXta9%>h--B-)a{-5tKT`V3IxMWdeO@%f+r2B0|x<}KN_1W z4K)(7F*P9_Y&JC#XLl4!ff!ekUyJD-2#{4?mQ<4s9L|GATtEdp*H8Ox_iGT#QSpYq-+B6^(T!sw zk*%{fG3hy8@Uqol5CcHr@=2{JTI_ev^OG=ZE5iU~*DOt5#Ko4dPGS&u{K>u2Ra!!g zyQ-ww9fRhG$-;L|dC1!ca(J%iO|-iU_KAP7&!zB^Fk~;u%jLnhY~35xMY_wg@jZ|u zCP$hsZkd<7K<-q|1Wp%eM7SrbeRF?+q7s^9u0i|$&RHMS+b%~Z;rOu;tLip~H#$`! zhD>V<4%Z^@AZUui{mPummUm3%3w}84G3S0>eWT|?YuXx)e`vE-Hs0F9LEu$DT=mzT z-@Fd5tnZnyJd%#OwfwW;;8ec!x^h0H7Q18G>`qb^9^352%x(ddDkP^*&IOuD9i*U) zGfvZ1Iy_nAKid|Bc+1>ix_D=)imUo6b&#O@Vt#Wsr59dlx~E6%t+O#U%Wb}wRCVDp zF_R(D=FMGfK>v=6Sd_^ImV~{G${Sopb(B26OMv7(i;ir8J#>9wI_PW=$9si0T~=}d_JBx&0JY^^2Stti#Co^cmIZyw z#=44LTcr#d1PsyDtddxwSWtdb_HI5OI;7M{N`x{FI^z5;U+M(M0~V3v`FESCNN??@ zWFi>GSL&~$=TRUlWDAX~?q4~N?kz^`L|W!Pr$0JlSb(f$#9}Xs0`AEm6*nucWpz^DJ*!CF?8^rkw;?@> z9N%k<>LLkKS^_tyX$Og1isiaaFX;Y7{$5{7H@^7v3=SOaX}h<+@VUyqG-o#4$ZVoK zCCBRUF%>T@PMe4V#!yFqck!h>cFU^mTVynWR-Y?#tLi#M?txXyjI__9eYp8@^itcE zk>pI8?$E&4_4PAjgVRZE8}CY*u^J{d5ubwQrP@qw$o2>%r+?ZwyQb2(x`|MuaJV~BpmqHEXZz@nSyM@(W*Dg_Zyj878FhqikqH! zotXG^0EF$&>zOz>!lc|jSC|5;n`r}ajsk@PKA$ZbbjSmI73Z5>w}KQftUubWagc8! zwBqwwuU}`aK(D`F;EhPkyM_8tH25OlAu!<@&+*Um7pkqw1@9{m!~&LJbKk%=L9uFh0!rCcbh&gA zxUGxf;R)k|1{mOE&x^HFz{uWtUxEmPZh1_ST@1{a;Witl;z>BF-QD{bTl3aud!?!FTRMCR>j)hFxs7;t zQR9rvcslUAJDd{ol_(?KR46<=-*?G^r!f9KcL+juhUbcR-ud1$(suJEDg*>oKcH+(|giZAGwav4RErxfc{t zc@&=Dx5GAFcBZ1--NJ;{DMRI!7a*EHtf!vdUbbg|{Iz9;5zy+SDl8_Ym2BEvRB9Lh z?UDT7sF8iqwtm#9lchiJ{*S1+{A|*~FaK#-BsUlQuAwHFhdAqpM&LcSd^ zcq(yMtt2|Bf7<$?#HjACiWufa-dNit?@fMup)E!2jl38UaP%w8J>PiPcG&tAB#Dc9 zHrTh>=NzQN=ND7M1=2L75Fn`DW!6|~<{s^O@}{J@^MKnP$3NQbjh=M+t-3dSC+x+% zKpWdvthjM2PVwl8HaELX5~v{D3VuZ9fx;f`q`8)OX-2sbiqn{jl)1ksCuBEAmCw81 zJ)cy4QGt1DBTl>wlU`Pu5jz*3jkhqjolglk^=P8PqE0gND~EPr2D5wpWrpMu zc)h6n`MZ;eU*r&sm0T!tJL-srFVwQr`G>S3Ds-hG>Oq6T4;|grSp4L-$MLp;&6C0_ z$0hyv$qRcff-_?WxM31C6RFN@lj_OP6?kYmO<_TYw@AO(nO7mDvSG?AV(n#+)hjth%4?B@};OR#l8H2Lprf)_TN4P9vt zqA6sRRr-f4=;ZLK5&1LgJ9au_-DmNrHlYlVu*cwSzhXVKoavJso(28IK{;63eLinM3OkyZXTph9{-HFuY`{6 z&aE|XNCUOIrkqIljJ#Uoc1nd5{20xAPm>K*-DF8sckuXa5JDv{sMyPTIq|osYA_~m zJ4!*3cmi>EzQ~2tb646fFDQ$qiP7A|nDJ$g{*4h)LaSfv1vsklF=7l@azp&eKYAZ_ z=Qa3_&jxbLt&B!IkfmvxEauy8lgI1)Lpu-wbs)iW+AC+q>kHygFzA@gJ6d6;GdtK% zDG_rxRGF{vb7_^0JQ2H-RCXw$aZQ=?_6gXziR8mdItis3?DyfSar6SOr{om%(#P?W z0n6|~3#G^KlcnH&zeSn+;n9!Zhkye}Cy6u;AdoWc0*;PRcUweMS||~p!SLTc9d&h7 z4=HUs(a9VIg}{CDmIJT_06AUI2wjos8SHEic2o<8Gva6IS+wuMD=K zK7XGr>h~B+rCBS8dHrawvQUx&WdWREi|ym12|g8$g5HPm;82(L@u>tKnvYX+EhwH& zRt4Mm^N6>Ls`5Z*vXAnw6Eo%^9g4oc7t8iEv|mz7(V`+9lR*+Y*-6~at8{3jtR35@ zT2IqU`F0-4C*sHE)l(0u2doZmw}~BzYCD1vRU(6wdz#W-MIkpoUUb}zx3qoJUXF|H zrL~I79{n!KM?ePsRDyGm^P9M~QPq0g5msb%7=1KxYVr)6ym!hgXYq!)w#Sz?+ndSO z5@r>h%B}}}`K!#g(+(=FmdF9*_K}NnagV*Wlj6j|WKS;Z)q6eVC5grOP64O!~;5|1^&{CgJjwdw}S_IZK}5_ zU?iTCzfS;VTy74ps)nI{+*ouwh)09-a7cf{h@W}O%XU9=0HsjH!r*^cT4$&(X_D83 zRWWjLwO&s@LjlFE;1NJd%UcD;N2!7Us|e1JLSWkOcqwtQ7FaApJc5esy;t4trZ~EJiZ!pE!2Ei)VllB)o zh8EPN{_v1{dj)1j-X}QoRmWQ|ztktq+Ac-cm#aRICM>|AcClzUQXOVp`@6HQA2T(? z)2j;`OB5Ddi#-6L>Had!uFsrpj9rqeTv#x&oa*IJjEo%>5^m0eCb~8_?)zDVoK6s1 zO{lMY_6hb zeYjCsLHd`>DZCmn+AAP_7UrNDrsd0D|4c=FR|XZHJQ6aL%|D&^DIBO!7**+lgr$Ac zyg1Te;mcnWU$F5O+#oZ?f5+VBT|F^h$Lp`4+z3i+TTXwS+{zL_1bS1Y=F?B%Uym!M~w~MTLxpvw`l_l|TF2Q-RJtjqX%J&x-jKLZv zb3JDEX;5_-$V1HQ8BV_qUt*}LsSjG)wFr4r!@a2@ z^R`lWUgCHX?1W^&XGN>zO8n^Gh$={i;BwB2XZT8?aQhKN2AX@+=lBfG6lY6jSvc$} z#2-n*#y_W_`5a}|m>Kys1l>C%pI4NOyk7SoSj(HS1Vc+TjoRgx^yM6b7$$H0Qtr-! z9CM^~HA0Q%n0OJn{loY+x07hm8pMTcaHh<@^`b}l9`Ovx`-lO)=^Xd01;gZ}ag{@& zz+XhXS~U1!eo?|)1niSY04pY>NMmEZzTi)=7%aY*>|*(L`~>!iV!M`_$YQRd@un=M z;)fEU?^;Nyq%7aQDuy8uq|G;}{M6MXEgRr@ra$S3Mm<@$vs#<7YTFYAg&C~XSId3l z`FSKMM%QGxt?VyE+yi&$$N;IfDqUR-qGrv(*^#@zT!}@CPOHzas@LTV8^t25^2LsI zI#X}fBxD)HXnma?=CXl|%k8VIWW*X@e~^)^-I8Bbx5iT=Y-{%n9N_rkYeqt z4b|N92~mHGf+}V5$g$%b8DF3(I8tq8O8p!Zrbyi`Ne;$Kr@5=6^BMS`bMy7-KyZVqqN|sGzY0asPi@jv8tZfr8vbI zvDGk<74>gs8S!(Qy(x|v(2fq6fq)^gp#MiUnz>4JhsFb;rvGBtVvhZ2{n}!CQgY@M zHT{9*7wgw}miCva>8n&#xYgu-%ilWE&`1v(m>v?SCO?v7C$dSsTUJ)^Qu$1&JG_an z6fI+Et1qO{zt?9kgk&!=(seQG7X=jq$lX}WNto3Hp3Yqa>N9}zV|Z&3y=0U^q;of> z0YvXFjT^VmW^ZrV7YL5h%m5_{J-+l7CIb^!3@mZu-J@Y`M?rmQ6KOlrK78Q#+kvik zY&opPv&OS!8OdA@E(w^tlm?sEz9{nJ;${Qd4tI^v#&!htj@#WEN*K}-22@Xs(m2LV zd9O$_*Ld34jy>!r+6L97J{2o~FvN<6Q1Npi#?#0Gqg1!MAhE%+cUBS(YW|^Kd zN6WQrInnoQ?p_sdo~rLXgjs^n?g|=;*;(+t+u~GB# zV%vPJvjFo55&L+F-$95}{b{R0SP&`iKuLG-n}c)8+g+taP^Mz# z8l~|1t3PTl(Jn8tcrW=YpS5 zXMZZx_G|KhbQR}CCYtswT<^ZmA$+T{!z|hBa0f>cRb+?R%&D&&jf%>YD6vf5Hw4r} z&{uSEabp7QXTL&QE3IRFb|;3=TTOc<$ks70I;K7{OLbJxF`st5=-Lt`(WQJ^zzMIA z|Lf5r;?1XtkgK$gA-oJ#fR?YWeIRa4KCS^qKPj)XCy%(V>3A4p{?gM6W^MlR z*Y4GKlvzc)1j%XFC$24S>a39Ojtcpza5lge#gB|O_S;yl_!i*gWlh>E?ww-rHc6L1 zY1`L$JlsoCc2cxCKCb!Zh7RLJCE!zQ%O_-~$97Xc8`b!Xy|SkxOmtILL?mEGWv#ClOqQisru+g>fRlM$ z{M|O@y()Ev@@4o%4s=*BU(ZL0KKkj2LUz(p#I}60_gQ*;57I3`K;H=w*Ful>M?D$O zkJJ(7cl1im!5PT^)3VCN*-Ekt=?Jl*Gw&t&CA~_Jpkwc0awp1C=Br8Vu&enfZBcAL zo`d{XV*lgeYSMj5t?N!yU@kd2#&uWIj*w6efB#qx|K9^Zo7z}f%M5(mzrqoomx-r@ zIelukXOO&#&gj+(fB)q$zQ1X!8AXvps?~5jVrNN?bBR?(TM3E8di58$R}` z)p~qy)5S#A|2&qYiQd;TE#o zmNXDL>4+FV-D%_>5N$|J?KiKBr8!($ZDlx9lMtP!<$<q21v-OK>%R`Ase>yKge3GyGEX-##Yi$qEbdJ09fIhB~nwlY4*r zrvmJnz_gS~iiL%|^aUKVn^#uX0k#hc}o#C9A?dcS#dB2L9_>7L5=R=qbFP)dBB&F;{CLc6ubrI z^P$*JKDP={{6&AW{g4nVWWcQ97|zT3x&wV+@gz_`G-%cGiHt+q|D~4YW2j%DsKkR^ z14T+|&#(_8;!vWGlnBKhS!mFb9)}Khy=Po zunb+ODmj&4MVmZN0^@EHGQG65Lj_ZbmpRc_l-y0E(B4(Z#iI z(dDZM8fKJbZ#7MH4X@iKv2H(o=RgP2lEcP%Zca359obw+$KD+JMUKUe4-bFs&u6-c zqrsD(MKf8r*f0d3B@Cp`L(oeT;v0&>LK%{tITFU94T4?GMNN3J$+7E>e{RS@jguW_ zlMXske!7)__uHgcSMSReI!AX=Mfj#Z5#FL}>n@}dKfMEE8(>hQk&_4Oz0@?bO^9va zEyzV}&yYNsh|RGVs*e&bdf?H|?Gg5qKc) zIhZ!~l9-2|>Z*aGZZt(5IZRqwL*J#{V%(o&?+)zE`}Gzhv^ES!??64DK@GnnQ!*-= zF8}%zSw|a&w=~%hs&VvVekJN1%bpg$KJldZj7y8O9rqKByR+)(=k1Tqjp}YILSnwY z8Ftcmnx%fDVzGbq>_~vKpZTMW%wK~dw0`54sDha;xK2v0o@ef>A1_w1&&XA-Zz3;w zVnq!;tbbHDOUdKf_bMuSp-hhSu`nlcOLo-l@nyiioL>7Rsyq6&?|h^IQT}O;dM*KQ zcPDQ#QlE#^>uu@`ug2-b0uJ-9mA^|YSqP+5IOMcrudgCWK^#RG-zeIz!)^f%1Se^- zg3Ho_Za|&Ph(2Z&UCjM*nrZQMMj&e(6E~TZmNM;MWzkz(zpZNWFm9 zx}8GRhq|)slbKl83Obiu<%R2bXXqzNghqAfTxOm2OpvttGWDvGP}>ZWQdUAi)4SBV zOn$+kN1)n9bxVBaN_*pM0z{J8hR`!$FPu%}8Guc9q`l;fhmD{*De*^{S%76k)T(9v z)m4{XUY?Z9fZ|_$zmAb@&bPBG&d_Ng)Z9E$g8r)X_6A>i^fn@rhxAk{x$*CKzL00O z`%`vSBhiJ^1mV5R+{cEnicv?m-ClxRHp8%>XUA_Ll%o(Lyfo>jLi}z|Vo_Gx(Dg66 zO?HQ_xMZ>mlQqI(2^~ZZOmXAkZRwwQw*aJ6B8tkzq{wD6_&p)2;ae0&yj>d${}Z|z zo2#mk@1g{QXtyS%O{Nk8dC=MXnUD@2u7cXn#rSa|K2|FQ=;%CDF={M;u0H~GM_ajb zS%NQ+@clVjL7Zx4mJe5|?RRPBw9D;X4w@<0^@p<5-^yk7s!PeC1SC*EOzn2nw;Q=e z-yPu-KzT3m_mim!#B5M%7UCL!S$xo#nSNn#%)YiKmLa)3Xi@&#u)_BG#~#eYlGa1Q zcj2?drV?Kbul45$1#X87@Mq)z^d^{z)kfp}<%M-XmnVTK@Mwv@n}3?}bM;7cnOKh6 znG<~r>u-xMcYlZeWp9Qw^mbuC*1LeuK-+S(=lqQ0Jhy`<;D+BapOlD{d8#!Mm9!9Z zqb8*iqoM+))433ZT8iSyca$Jx^Uq#;Wgu}jqt|rLj4;tE zyGs7Vz&i8o%@8;sgcb{GY*Q&s3$Pw2<^$`2l$w*pI76c=tNvdG+fs7LCGH=2vZbVF zhN^#>|BdyeVvz&EJpy)E4Uc4%Rl?-#7NZLJ^18Rx#VX{(aHkJUID|g2^l-$B#URHr z_o&VVVz*^S$%AjTp_zk_p;5u=4pg8F`s62&A1~nHry&da_XvrSd*x(!n(LPxU!Bf{Gd;M@lmh&8mAnsq16Se>;m;)4K<}9Sl zwJUsu8o#U-TdZyk%1iPr=7}cCjtyDLe>Eh>WLOwmSnp%70>N6Rm>POX2Y_``G5=mXy~^X18dbW5-(7+5EyoIcS}%vn2_ zEFWGH`2G9oYBIAOJ6{*;N7lFc&Tyv0ATr4&ePX1=%=lA^+&!v1Dt<}&D{PV1aS)3> zv6*En+zUjk#oaeD7^t_fFv~1}Q0ivl1?DxB#HeO`YXJ=J^?hX#LR>)TKOG*2|7MW3yg2;yS z_ANphdJpkD1^mfzyHu@3@yNHM4VX3I0J^G42`SHO>Co zUtm3jamY=#;Z?yznA{DN!EondD`66t-4&lNn$1gH$sMnSc`0fCSq1XuVsG=#Y>s6@ zv^{7?1w$vN-FK#xVyfNvwtA7H*P+K0w;B`&})H_V-QcneowHdG~dL3Tz+d{?X5L+ljtgUEQX{HU)X&r=8b7 z+WG}`Bf;bRdJ-C}4+=naYGH*}-qWjhFC| zFUmufTQeMzWQcP(>?a>!_hS%= z-{V;Oh=+3|x{>?IjJ5s`-RP8cBROsi5F&ehtht!#W5YYK_7-a%-%uE{x^|CJc#$6Z z5y!(1r!WH^wi5z&B5r-eU7>%H4?|_GACkg|(yF{d@W&P7vHw6%s!ac5`YvjE zc0?1WV5+^zw?{E-|DSeSapp5kjNb<*&Xd461Yd<2Of%Z-L>>MSA=_&Y7D(EV3g)DX z`7E>aQhB1FZ~6rw^B$-R<@?OQ&CAdU=7w?P>V4)Y(QEE_LVXx7tor)g-|8;rxBODe z6Fb79(oMEBE6}mGB0H&#d7AkeZpW&4vuLOBey+Q04j+~M5I-&pXOA6dP`zk=OW}iV zfeWkgROkxD%NSRQxncW#Hr!w@bFb^w$<)=Zx_+Syaq5w=m(Q*imj@H%bT!+7nI#ZC z^O^^3g%6B(ws<`n4`TEFp+cM_Rl~O_@a>CJjW=7-J;Naa_T6di!`n6+h~|zy|4$R< ziT^ao(B~-P75eF|4KFxYf}_;BGOVm&sr?@TtuG}16{h_DN+3Z+*JO7{wV};+Em(%* zWgf?|=fTUp;eKvEHatUXKCny|ek#iLpCMCz&dR-R@6c3tJg%WJ{wfaCZGY1;2%fr- z3~D%m3sH0bjPePWx1AyZ#8b@*-1N}12_n&Os#`7zz727!0Cy$2Od)JMA;txuALFe! zSc+S&2LVi%G3O(%`^D17~l2Tv=O1aw#8XF?^ZCI zR54QXaO&h;vFfQ)$|o=f)Fx-8BydBt(8X6^`kb*p3r!Zzb%|-V;u+{M8i2>xSE$4d zJ*Z?i)L+EgA3y(mz2yR|c73x|(=C;l_H{5*yjvq%V8ztt!Ked+QCIZ91Vmj><3UhH z{VxL4RT$=LX;GP2^U5U->eRWr=-Fp5M7h{wz;?g3UqF&#I5dkO&0KRP%LY3BWqK(? z%am*K}UGv&+0r6*rxWl17 zdD~pKGFXsC3F+MvGF1Qee|29lmr=n;{{y~XFh7pbh#eg|yu<{O6oiJ{E#f7%ElbSM zpx&H{_qvBW_o!5RT@|SKcEQ{hqv5ugyJyu4OvIDqo{~d2&{qyJ=aRv2$9i9&r%yK- zn%%OrnB7$WS^e4QHUDHV)Fq}mR~Q~t$8o8e6dF+b86xkg#2?Ns((j1w>O8GssNM70 zQ1dg|AC~ak)c8PWCk{8F@scM-gZi(UF*N(DPbJF5G&RVaVIJ>lfa&~r7zODyW_+z< z#(rLV*YKP^2mL|S$iWVG?voeWPb?Dy4+ZdgIJ4E?qiI!t zqA!rWk24^JK$7w@Dtuuem7{f){TUw2Z0-7&b=A-oSoG+xw@%WNqEq*U!hF~@4}?Nj z=9xQqXQX8DRX);k)Q(!yOO0<6_5~9>qb3`Dm!ECrUdk3C4XecpG5e(s9p~;idTNuh zLhLx41-`EHh3!=T0>hto^Hj&*Ltte*BROs~b>&bnL9gO`JDRLB6ji+VS^=Hn@i?AQ z{d)9@i3my+gI1)Zt=0<1X2doRm0vcJB|ul(Rvz~^VW-KN^7 zq1kov?B~aL2vUdHrHChB#nCCTphN0s-OS7W=koTh=rD}pWQ!XbjFQsj=AD@BI{#)<;dTtD9Vvy04{gEK$*S>;@~O~#uf1-@mKKY1iiNN?VjYr zh?n34&3bSUSeWtb7aho3A9+960$We$e7Tto4wkEBe-MnI@!Z(;2Jk|1_&e}j$$x{D z=cvUO(h@^^jA*(qdJFI?t$ysD9E_lDLK)S-iuwqaMI82&o6kWVl^21|uP8ua>hpnZ zE)#b}O`%r0LGDiz5GD6TlVb~od9!W55Zds515LpSd&W%y9;HUAx!$#M4J)$cL*2~y zxz=IrdtagUH~7=6C1TIOcJa^hq1$g?pLOzvn?Y8X$;}Mc-yJXG>sKRb*OE(St#{9y zJ*>e83_?SnFI9G$NllY963o|WJ2HRi<0en@aE_5kX9lbzBl$6B$vtnu+S%0?h%;ww zqAyw#%x-N z2{qib;Sy0K}g0QDO}U67So$_3Dv zaD2V}UpZY)rWrglXOlOyvs zU?%wzwzd7)*n0%rjeJ!9R?wvID>A3#r`zs8f*C!2Pl&(ArHH*0Csor+sZQ73V_h7g zybbj-oy>)~2f9APD6xc`3r?sv2R$;>@*^HNAyiIvD*+$v6{@L;8A*_*I5NzxFNsyI z_`X;JpArrhTL}&*Cj?!lTj|6MCgEuUb+nlE79Acu&~#nxWQN*&yR{R-N3L7RZiWvr zhfsK5yyTVpqC~-f(eywPlba($%L)OcegYX)4w0>Ytc}C1fUZleTIk#uQwLlChS$gzQ( z^oaY`_@b|>xzB+0nT#EB+neF&?r+=(IsTdTb@1a|z65{*yD}zEtnn{DD3xB^oIayH3#sz1Aq?aGhHjUTYr1AhE|l<9=1>|ItLbp_BWmCuaqEoNtTqTE6P4I zFl6SDsY4Iv?$prh;kM^Sa(aBzP0joXbr3MzC|Z7Y}6QoDeka zSWYj-N*`!El^r&1$X{Pv5-|-FP3Ut!SD0BGjk{3~0AZDcc(8>Tu^t5v#suGU3!=o9 z)oF|!AbGuPaWyrgs@5KE=MTw*Z}a;lMATS(6=@fy=CRpKCck$F~J7knX=0*3Q>UsxrZR=Y~1`fv1ljQ7~Q5ImTQ=gve=5Y8Vrmt zerVw82;QP_Gw>FXBwGs6z*Z;~rxLiIo8eqfvUdYB0s`ZX03Y~o=Shf=KuMCq9p~Zj zN~wBh;&#_UlY?OPOMp7wN<02w)PV_QbP59Qk!H0TYpBbTF*l!jtuxQMA(b+_eKbCaC{9P zVO=NSH4QRVFhAF4k^3CY$NIuZr*D_28hr^jaNM0{lLj0=__mqGQ%X;77T&Dg>NAt? z>V(=Mz#{-=mARpuZlS`HXTiJdisO86#?E+~{~PsP_yY05HvZXS4TuUCyz4}tn{2jF zMxXG7rVBj1+#8MvMlU4h2r8|y(o7I7o2{(a)3Eo9plQ2`8-;O&!#yI{j+vK|RF1z3ptQ~W1TKHSIK~u8v{WE2C6AkWXAZ0~(WT>Vscv?V&!B)GRj6v7! z4X4h{KblRlQ@qWd7~Np(4ZwU`rY|*~RI(Y|7&-ErTG)Hb%!PO+-(n-#TlsmqQE!>T zi1GXH@p?w4Bv8E54PO{BnrexwTe;M$iBtSPY<+n=)Y}{Xw^iMWR+2%bxGh488Ox}v zQkO_7*+UtTEE8f3w^S-ya%1e3Le^v{ghYmnnXF@1mKltt3^Or?-}9N#z4!Nf{r;Qt zIppY@OCfV`RAbHvsNV zGwLdOBYh*>WEKe?35KBUB`b~=+=1&$HUwyL0y#QD?&8y-e_HCJeRybi=Ljlt_CyRn zO~~Ik%YM-OV{NDDni~nxP?$utLw0|>P2WrFFr{K@@YVi}^z6LUAU39}i1V~Es$g}* zcwq0LuqT;DE!p^&sVj(X#FUPENs7)=JG*Pb3y{aEJQz0jP=jh%kg zAr+4~iKWhJoOSs`iz?U>aea{N+nP$IPF$Pyw3m%63p*F5;!>;z$)$4_8)naqZJ=uH zl5NLvR$nvg+%W9mpLvy-?!~v7U_kM<(M@f|2UNdw&s}VRks1L$@oi))8@+VJnfBts zU0=rLF4B?bYy3YCMNY>Mms-$MmKP_Ks*ZJ#ARMXe9TTZPY z$1aBm4DQ?x2Afy=SdNCoYLG4;F@wi}v#Wl?Z88xMzNbxT6k0(H$m7HoyE2VuU)$6n zlCujZqn_2j_qHQOJ~qG<)A>`MmgcLHG%>IrvkSLLPeV1`n!+UH(2uJAz6MwMjgkhT z-eA}yCO1>>RmK<>kUZ!9SW=6GnxHjphjky=iAl>zb}Mu*O+?y1UR#UQt0_WgiI(;U zMIqbhvHf|7QNF_h%vhWYR^zTYnL<>{Gws}sEW=UK!(?Qmza6Tdt{ts<%P7Ilx~R;e z?TvpUayC@tKAL{kq2Ilb&>%wBOD~^mf0IoQ#$Q|eG52rSBAhXse0$pTILJS?S6{*K zjS3|_r(Yv4p{~sLAU%TUkd&Tq!zxz-*S__>J%(jcz%5>gYbU?Rw(lz*NaEW@IZEle z?{_5nj+&DL>R0bx+&<`|pL}$;>YFE}Yd;~B#<6O!c}AD&T(iP9xva(68v~zcj}(q$ zc7Jw`92s?rexBf-61oHvRe=0;@U|ZmSgO3`g<(4q&@I)EP-|clNnn|^$?*_AE!I<9 zTEeGo)s3yGP7{OH3X6L{jFgZ2n^0Q`qO^B0yo%I!^Yqj;~jF9Xgn0 z)ROqQv}Yra1aRp3(kM)MSd+_I7yJ@LBVW$c2f=30cF^WWpPy9V1iXZ)+PY4%Qf}rl zti*>X^XO=WwylZy4KN(9t?GM8R*xuc#*RzyDKSj6#s80b1-7N0x>9R#j{60=yP9uR z=3z@Eqg>3fM!LHKLHn(yYf>XsDC4ZnTJK@AtFz@>Mt1h){jf#pcG-ux7I3 z@%lfHX*Xqu&r7ZukYj4KD3qDO2x}r|$N9 zAv4>Dx3LbwY7-{SX3v?v+ zL)n!Uh(;&iSIe^Z3WvWQ_os2M^ttrAy3m$(YU)_TBW_rr;NK>BiYX2y*3u5T3$3l9SEHKx{ACqg*~pPAAFA}=o?v_tjR_!chGaFDY^1MBl&7H0waJWt~qQIP9yqA z&)(pX&aI6LmT^G>^_b}IDlQ+HW$#6azMK`!o|d5(EEk_gI2Xu3OkQJZIP290>~#cq z0E_UEOx!GFpC|UxuB&C#>Ri%Yqdtv9FLB}Hqu8smMA^TMhy^u9iE2sV^|#a#F)KOU z3udEb<^vB^>M6Nvm*zEJ^FcLSc~fG7v9gTU zD&+iCl*R=n{%2l$^bbF86a)|VA1*(jryR#8N4Pt%>)Y*Gx3>1La>!dyZmLFMR)b)s z$8r!%s;fd>-9&o1P(KL0N~Xc}h+1biO(4C|`i&Zh8nZM%(Ev5x1mSg@^K^Ck8hkw8 zevx_ZfoTMjm~)q>DF*bonktl;ZR^$=M3z$O-(=KP31I$t@KHg{7W_fFQ_Kp7;Uo{t z?e@{SJ)+9w7s}3*uce)V+mbZLw}&mU=XC}}$-TZ3k81h(9_vUf0`CRy%=2y11802Q zA%e>tU4B@t=Gj!wZL_gc5{(H z?sS!-qA$J0!Gj~St>ylElzGm6(k15v#k3zsL|>|lQ=G!hqwhN%dZasicLjv}N=_UW z2LWYpp=f<|d)sOdYz2Zxz8i-w16f&!JEbn|#J9mOzGm=zyzbcHl`ua0_G-+l=G^3M zOMu`!($RFBFb5qez^IFUpEDGpJA51jU{p0b?Da%nav?fBO&Pruj>7zHZ30@W<|S*7 zM_0CJEO*edVTGys=7%~lH-;zh>h&3B4;S+3N=(-C1MYJL=J#P&vS{IoPgVTz8H|b4 zv7p9>Fr1%(b@Vp0ul(f{t4q6UNMOY&;#^O#3%=;J+QEjI_-Eo{if8<^r$Kd;>dE98 z^C3BB3~YV0L2J0A4cRx+BOG$)uVI1@$L8Ec>{%+qI`#3}MC~CVGwqt5;!9=XvtZwm zHg*y$?c;g%L;cxscv;6JDe~N(&zR?gU#NS7 z)%My;9~^%cKzt)OsCrTzfgh>GGZW6EbkB0wg9Oj9d4lK7g69Xg8ZoSQL#&g0F9qv` z8ERUvbTw|!q`>6IaF^=|#Jr9yqQ40^h$#Ig3J3aRdzSB8Ji>0|I32QCLqtt`QW(~* z$GI{TPoed0<95h~HQnI!01S2OU@;o+P&wymcK=6y1Cv*16L-w&yE1kka$pc2;maiv z1_li4I)5&rSdDoKd;|C*y1t$89EP|&38c#trE&NilXeMAmDbN!LDT3!dy@|p7g!}b-xS~%ycsQ&sBw93e zRiz=6*#oE@#muiyC2!u%Qy&jdNkZ#?@{pqa+#g@+&I|VWsWMirx?zpL(A{C*7>X+s z2Ll)r<5@%UU`oayG(;6K9r-Swm2MC}wb;P^ZeN^$OA&`l{U((iO0F13`5Vw7wSk>= zcQcBGL_M)pT5}{vrsOxUw6E)ek$koBgX$B|rRy%~X=efIkZKt?2u?#_cIj_nX6~F% z+V_3lsr<3+=h|BWr-HoWr>)UloQwJI*t`Ibuxb%!E{*<&=%j6R(PoINe|ei43Nb;N zGnx>Hc%3=<8zRvoK5J?b7x!XgHO^Jk1H9qBMp7!b>SmJsm1U63suvO$o`O9&gSHq={;PeIx))9 zL!9B`SLNj0DQ(f=i{q*yUhDA(FHy_1T>y!x;p#6#vJY9LQ5$uJ_tlsObv2!U_ovMz z+S_OVwo$0ked1sZ;tKC+I$_X9%2h&PJYI{IB9o4Iog;;~!mWt`pDu?PyZODM8>!NN zOHvyrmvTyzEJu~5XNO~r+yH=-SM`^S-npD4hitr&r~Fd;D86O5TsnP$zpmckG~0q1 zM!KTY+JAp!8h|5*Y3gu3a7?tr(yVo?@S+GlDhgGL^fpnZXJ1h-0NgtX&baB>^73!J zUGPkaTq?Wx;91959Gq0V2iPE+oTO}h4@A1-ssnmwK>E1mNqmeL4TRAKR{^_gJ%j8{ z@4ui;6|}1k4+&&9S%y8eULfZ-;1543)~(*ZEe`5VvQi)L6s`leQQQp5zjR(K((cYV zX9vl=QN1G6(Nh0d3eRb8uBg5ESSvq4WO`PC`~f)zujteWc@wt_c;f}UgHGk*(hJH% z%sBQ)Tjw-`c=*ZISe1-yi#ZTgcjG8s2VS z=^JX+9wU{>?K_l$S`Gr_Wd+W)bRG@ZHA$tQzR@f?{3-d5jXl1g(m%Fa<>(yLYh*oD zm5nrI%223B!ZPV9S-11vTI+z*JIYvvd>S0+0$tX|+OPkQkf^J(=W@bH6aJ?vRlav+ zLqN*~Jc2fFPKs)%7Yb;6@VlnhN!{d_Lbyqwbpy!pjcoE>UvGE>JmrCmz%5j)%QBTD z(jUa+l~^$hrgUAy=+eG3wDG4Le7`SWGkd5(O{Rpp-e(@mGW%xC=hwA6NkMhY(#j1j zG`XM_wKryDq*Q0xyfh}W@D^zr-oRwc*YLOqTv(4yOSA>RK zjOTv93#2C<7tL_lzYK4HGy;%@!2=|Wb(FvNAJ#o3+Kn1}gOaUoxX;NM7R|5h+pHQ; z-@*D$&CtTP+66o`*^85k-tI6nA)~i7^?yO3kOlov6_+FzV)9pI_3ry-e&5j_(JRo` zEFahN(aw6>VakR}L=g(JRLJ$%^T8I9VBSwgfAzoP{u>ng{zw`$_eI&ppM^O7M-siD zOD=4?;gYaxt&rgEUxYG_Uy1@)ks7x@v)2pr92lby*it49-U)h8(aMZzgJWE|hbDj7 zA7X8#@X<*~HiyYx&}%Du$~JslZ*%JZ0Dcf+mgs_X{1pfp2=7NBbPTFQP&5i}VLaS) z5QP!GP1b?l1ele8z(4r_LQHmSjiB&PR`6H#BgqIGtM^abqGvDoKf%>}*4|q6E+7*B znB>Fy_K2W-f2Pc0ITNJqM~# zalX{3vrVQh7@fu@jn+`i8{d`UiLyQ&{L+FnRa8J0(6%IcYClZ%+=bV%u5;J3&eFd|UdkEi%qS53x09#;Z>MA3%(kRHd8EMMl;FO4S7bqmw0R|6y~5AK$8R1_!8Bmq5TAs@(av)exoq>R+aroEQCy z5Rarn?n=i>$duuEzxdMu9u;?%Tq^wyd66>-_w4<`;70Yisd|ANR`$6 zo&N$1dAy8ir*d&%qY=3L-}qCT)H27PPDS2c%?Zl;0UxK~V_{|zdqf|Q5P$ohRc@HS zp_b4fjeM+#n#Ly<+Iot-Oxg@rh_Lamj#40D79?1-(tJAZwFrl`ZVOFyA!(ToD}e29 zro+6tIOm?*ZfrAy^N(Vsed;KnjW`$vz$_}%>o!K2yQ8dZ1y!sb)jE|nvq zXLTgaCiv|h<6#*tB;Jnc$OxuLRZI0D8_`H7X~f~S=iIW813ALVDrI&EAQ4kLGJ#i;*q*^+T4ftUkGD#TPcs2B4g^~2y#P8< zVfh+BL9GXk_Ki`5bQ|@mK{c=!&mEE&1%ObNmT8=s9>7bHDa9mn9@8kfaC8dv&Rr9x zH2s3xi}FXk8J1)=P(-WXmDhHSW>|0p1c^IGQCtInoF@{1r>qVvl5%lv!X+M8)wC9s!U4LL26vY}QNUrw8>^V9 z_DuWDJ35GXxIybGHUO>*ng|Z_#3#!wa4EP&3c9blmr?lJFWy}wA7z4NNg_=avh*?6 z;*BvUK7ofEL2HIQJVi+Tk47Aq-~QnsKUVu+^^hp4KvgZ09NqUa?!d`IFhjM1un2Ap zau*Sbm2X*p1=nM6C@&Cwt?P$d=Dns4KJkDU<0Jd;0JWCPRTlK<<+C*tu8!iTkkqw+ z#JG7te7ho4Wk0pR_vwANJ zJIe)~a}LJ^OnYu3OzXTCJAVlC+IB1@4sg|zi!RKSTz8qNe>fEZekWCYNXdug7S%T* zu#a<+4GQ)X{t?+3{^{zu90am_B}95yuDtw|D*nv%?bjrm1VR`T)Kzg160gvR zC>!H^yeRh9$Y*$r09nm=8iAeUWxFuU8)kNfYL5uV>UJC#s8{;nq-?F}o(2KBWExX< z3;S5FwF(HUNY8W(E8Yd79pY1smF-1y#0Of{CNFR_WkRw>U%lg`l^OR)y5qEYb+_Ub z9SYc`6RoB^_oUu?f}|==3h(8Vq&pZb7g#m#CuZ_Y%`}JNH+XaY-VPS<#rgvCDeF5} zx$)8RqhZm2qbH0{*cY*MBl-ug!4X3|-a`p9={yo7j`_y{xE$+SGF$81!4ab8MamKvb-qdhv z*e2e+-brumQO_%b<=pB$x<+er-4o0p&SY|J|1SIcq0aQ*a7fU5hotVcmxh5DLjPu| zHMLvq`e)yLY?n%HyLhsCy~V4hOVl2SO8;^2UR%igPXubLCJw)ntmdoAKn+3d^_ujV zE&q(sPgsfPRKu9ZDpgbn%jT&Y=H@;M*}*xRS^*A%hoN^bug#6?8bhGd*Y*!ottSX2 zKsi^1du>JXZ`^)STaO$f{i60tUaj>Hb+pDh#;-{vIBTx?HHp!Mc2flL42qLibzaI( z3CbhTuBZTj7K5o?7|`hVJ61BQO#PTzrY%|JH%{M+NdchWSnYNOyKC6f;33@7SE?lS z8bzUAxPvzW8Pu~Za^Pu9!Che&H^y3I*y~s0jWt;VwghBYnNr-q_ObVFoYt`SB$~HJ zE9zn1Td#pneq~%=X$$fA(gHd7Q8uvJBEODiNt;nL{Kfq1Y<-u2>SHy*GgT4616u*C zZJ{|S3}TI`ZWc1`n|*@Wz;8^Ovv2*8N_ zzS8*t=fRY`yq;Z4Xi@(>bqTgE(Ct0EJva1V=|EhQ{&@X1sbQ(Z@fElGYT~|*_C%Vk z3o2v!hNXs>Tno9>|JZ5bWlmr7p28~C>vt5Hnm6Ig+JP2-gVo}kn@ydVZJ|R5D^@I5 z(bp?bg4wq9j{P3+Q>A*O^qVa_6h>7%4g^Xlv~P7dPtS!w?#r&u%h^JQV}OEn{1yA{ zVT0gsw62SJjN>cLLa<Bs|*0b-BFpQP%b$~mY*?U~zJ{uKNz2dUg!TuBo;rd=k zFA5t)qEd-j`}&VbRkmMjo}FsL&m{B|Z=8L{Vx7cq_770%-v*h6D%;6#z<+5p9TK}` z(WB^{FOk}@^|8Gz@QU{6nS_Fmi=ifKZ|4`47dt@PJH&H~-ckE?N`{3hqtA2f4|-+i zH9=$uB2nPx(`pXR!>laKeGhIvO->l%S=FPGania3Jf5R0@fxemIm@W+p6(RzIZtSu z4VGYbZuK)2tj4P;zt90;aGr6`I`NYIP3m!24S&Y2p5mRe=yVo3=BHa@@$+b08|p8- zBxq_fyhMvdYaoM|MpN3vLNsI^u0Lf%&d&w6p`oVGE2>}GRfoSO`euklsxR%y^%f%{ zajcuYm*VoHnAFQM?c`IR-nFEX4X*;75PsfOSSw#C~ozZ5~Xn6Fy>6mZiRZ^z1XQiTkvAox;_r)w3m!m~4G~plwuhvU&jJ*Mj#Jvb(t@5+5~P*Delb$JQ*nH}ZKSJ_W`(J3T1A z(*0n3_8kFRBII1TZDvCj6*GJkdUj3M|9PV6q&YblbcNj8Oavd53~1L%aisnRuWvh$ zP`)FG_t9Yc_3Z5ipBhZ{y%*}S2@CkA+TW)A$9M+!?YJ$C+FRvlUhiP1Ka2nBevB>S z-K6hT-T0FmI9Q6S!#%JSiF8T?C^&R^B3Ss3*+XHtvrl`Z230 z4$}6o!yJ41#qi2>r`Y8V4Lc$3)6CW0D2uT&+=3NiZ4~dd9nY)}HjHUkc z`@wVd?fV;kv}F}U>kGL6YYUMSl}z34z@HG+yHSSrXoJj|95kMTdCvY6QCYp`z8TRC zz4*DkD?Bf;xBos>LQhl*Xsl8zHzX*9q0}HFXJ5eT@gRD}&uX}JN~J10ltv-^enMu% z=IZy^gEHgPUi64K3!WN}8JbsOS=2?~ga^1`mK=({R8xShqa z6*GM`DzTmbv$v!rkYU_BD0o-JNR~6?zZ@8fkoSa`CAoy_Rx55*MeQ`SrPPV`j5Pq& zKYkEI_drlWYYaj8|Dp*4NvER*>89`*kGi;v;EV`^?zv#Pr&#uYNzI`sYtm zPuZQVPZ6rvB#%j(CwM!g4k1nl^oiP|s+YWQD-Do!3mKV>GgB*3t&`WVL1FHl_xNIv z*d0^5DFIa0ny85i90~Qt6`p~i?rA(*hh1aTkQYO+3T@)Gx#PF$2Flq9Op0Sj2aOSr*f`9CUr_M%NQdDD8QwIALGip<2U@#9+!#ySK^nAd{3N5TCX9+v&Fg;(>Fi! ztxDy$u!5nEG4riPWrU|PajmZ7`_P=*z}6}L#f_Z@Pu!=9DTJN!c+t>iLlYzW+0(glF@yuo zx0BhG5%wk%oPy@5vch5}%%$pC&zN)VigZQR=jYHV#{vMo_JT6)f4>wP%V7q|={0ig zRVVh%ggykuqC_1pcG=_JG(_UXsgi_pL8q64~D${znQjz@?6V*IYn(Va1-!yC`e$F z7Ww~&L;jWVIh(5zA*M1_t(nCMDZ ziW3VzwQjQ}RaN+of5r{_7Jc;6wrzUC-jBy;4UI-L$#*N_lWs!#d3Fg=&nr0VQ}?^V zF`P+n-wY8vCYA2p4~E0;rc`)*nIWc@s>)B~UdB;}5+r-vKfgYV(!>u`k$lAC*O5J+ zFf{MIKHMV##W)xpqj>_2X8ibnGKgv7&U!ySZTPC66<-5k(k#T z*S^p;rB%a!c$>j0xtWf?XRpqUckoT3S#1QaTeRc%p<~Wg9_9KmXS|qv^A)(dh{VjX z0p;?F1ls+d?T7G#Q?^@Rr1UdOjWhVH0|t!k2F|X^XzbccRTY!KPluF%2(Q~eiwYi2h zDp51+keMm$3=9~qvRn&xGeuw5f*AHS?uMNme+X`#)*U9_Em!ou*o0R`xhhhtQRNoH z_@BKme6|klZw<=(0Pc6l z!=hAZ{*di`(eBoaA3_pLz9yuVpZZyE+`DV)+2GCjp222wsP895sr0RmA_wQ5^&@n= zX{}^+%ZgMT3xk>=r^qJO6Z7v>h4(j>#QPrp9;q-Zk4w_kSM^U2ajbBNI4ye&p}Nn{sjk9i)ZwID@76q$Dj9jsy%a(dFfcyIp>-vg03 zr3ax#u3L8Fl{%mNFix?e@IqRLYHG6P3aXdDR@d7S!ss!}^28#>D)Q ziH!ruB^M`mb<9(vK$~%9;_+ST2@MxBh2#SIaP#jE?9agy-#9~yMAl1q5*BmI{wy+P zTEk`LKtl)1(`%_aWyA_9JJt44d>(hO3YaHR!M@qzjX8!Et!mC=)3FwMs8gl-;<1PQ zJI;DHb+B%f<;Uoj>fhw_U9I!AN+8=AzM5=vaxGv+_beN-XD#bEi;wbAW;`X^#Bt4& zWJ+3XY!+_$QAWB89x>cHCa>*J(6bjM%oX_LfyG@Qds7zdRGs8yGw5FaW1zcRM@cLam?A*v&(b;p@y=n&fH zRHt&)B?=t(v%O(4hrY1dBd~u;FFSmv@@J-BI%iWfl_|e^2A$D+m^QEF(!TK2bA9u6 z(f+(iz>AG_cD0d@6HDHS4fqH(w|vpSZ8f%j z7XTOG%Z$uk!y`4nbxY}a$clSfMl&ZLT{kEMA#9P&o3Y9nu|P+c2e?ctHfyYRQV#lI zHgj$)HN_vRj;kSO2GHje_j4-8pSLFsG-a0&8-v``nzcr8X#AtoE_%n(vGXn984W=50ASAax4Go-xV zCR7?5q=P6;lFLDqT!rpxKcm2K8uyV|{_oh!<1@vpD5NGTJ|eDG3MyjO?Nv@nT$)sww9eCRQXO6jtm4qp@!q>c$9@OA2rM3z+!`wlZ;%xI zkp1(Zo(J=iRA>UX$U4bkIC zo!G53KrEyS(0wBjXRwU(Kf6jK9Jx|HN!hc9b|DD7k=!%b@x1Rv-bxMQrjyv-ev<>e zHY}v0!I4Ojr{7>`69^Gr<&oUgHnKPY#g8*s!wiI?X*@c6#Jm3R=-0gItM5JOt>h~k zvECDRV|x!zn3Q1+5oPjp+Ga^!h%)KjIfF#%h>0~)QHMEUA?vfy9U~%3`M!#C%0^a1 zz}npyJ06L!rjJWZjC4ka`db0W&T55QR=8BlXVWAC&&?}O2|d(%nE4Zd{k7O9`^7*0 zUPMsxIRrmQ+pLm8q@0k9^kDzN-;xO2=VSidw6eQJRjx=?otw^;S>cV$p3-Y2HdG!Z zCtOe?sAn62B{y+blNofA@Xf27*xLKiCjz)sOXWe*|R_V>E_uL|p>9LEi%JV!pV=v|8M_;}LR2~d;14oYh^tknD z0|w>J7ef2}nP$Zy=0p4R^EByZLIdIf8tE>IB{_PItQ@dD2qDms?zgcd2T#t~0c&MD ztmp5rtHzQpd-~Q6SRVkedxkGJQ$FRQr&UZ(@Nr5iLr=$)4R>75*$wPh#KwuoS0N5U zcm`>jL*BKA5Dg4K126soNpP{fm3TlBvE3V1R(iaP&T6-KKj!Ywa-^0kdG%V$jkBez zgT(XZ2;p+1Th%BB*9|IlSgp9A_tl8{7c zjeulIzzo4G!n-n8IXvAE)NOH$G6{EF@0Hu!4-tY(zO5S9Q(hK|q3}r%@m?sc`$jt= zCtC9MK54MG1U0|*P~U4paB`8X?hTzekl!$>7>kIEu1o^WBEOLy_0My$L7L0fp*u=H z5pBa1Z@v{#{c=CK-GYLoM8juN<>+~rW%z-w{>!1Ga$L~?uhR-4Y>Gh6J9!2Yod(tP z^4>Z^rt>d#PBQ%WLt-=O7R*!04NiMeK@WP=y64(Bd9$B$pg^5ZF8AbSTW1AgUY?f2 zhX|Pkb+3`C=Wm4!ZkQbUrcy90hc_m^G$Ua=s4ci-t)80>EGNa5^OzHXDFkge-5$P5$WRcc6yc+L|pl*D5S|Kg&U*wT<||BT|4tfi=k zaN+AfCSa?^wTC3`3c-3VF|i9%DV9YR*D>D@uTw2p8d7CfctcnCj?d0~m|2CnhJ94P zgvU?SFMsJe_YzULh3*UW87}Wh*^11~$IYwjYzx*vICumb5p@)9W!w2q@zZk|C+m)g zwjviSZHY$u!AEi|R(ReKBMWYei1|vvz3ft5S@y}g?P10qFRBWgU&$#hgEz&=X82@Z zcGZ1xWxI$oTm%Z^*{G|MH5DBz?4NhrsE2BN6hs-kF*;gb4n7J5xtW~j+?Jg{3-?R$ z9;3PT$Ial4bkcA zHaByIa0)XAR_CuBsG0SDaTii86&epdvOhn;xywuO_qsqk4~oH^OfHVOH^cSZi!1Ac z%4B_TC9SKi%Tu3FBTNeYMCHbo5zU+5Uiw!0J*kv_)8~Y&rR-Hv3eAfe!!6h}<=)B- zP|$oL=|g|U6=w1%_U1%zZetDis+~Nf^E01(c3+eL!I_syYh6gPCIt9tu=KtNGY_gABfRclMMo^0d~XDBELp@woZ|Gg zxg!K$V!nAKm|yx?I_h+HI^Dgey%i_DykpBuS`vA8Zo-Jc$3-t|Kx^3-NV-|tlIoQ6 z(sd|a;V;C;3JzC%-9nt#J*)#?E1ThM#rpt|aDgi~p10wu>rj8XU1gQ$u~aMWF(~jh zqH#crYkz~W=Xi(oOqyNH2p}Pgd;e}DXM#7DYu=iFtV0$&$Lx2K1f|j!m5UhzCJSqo zn#T}BYdDvFu$P&QAuM`+HCj#*cFCUKUpPs5wgDHhb`&6#axJ{Dyu`fqSEGmeGZXbp zlJOlcQ@zdF$YxgL80P+X3=~q{r^nWM(+U|_oO3LBFOJX*^vsCxdWa1h@j2vq2}d#K zbmbL=fp=Av&P&vI)LP>=_QbE5)_-mE<ffmEQ;YMg+3J?8`u9GZYe4Ubi6aX4I&TV~nyMSvV*!q6 zuS8FXK=d60u;$iuYP>C!w-H0Qb=3J}BUNd3FuswMH52NsActu`GUzgMrX51BhJR4r z_E@`Jdzhz0JxZwzU+tx#l;VNZv{}s~Zw;Coz53Prc|ouk(Y;n$w@Y!C>$Mx53qghN znbwvb)oYdHJ@TRMB3?b=-9U)sBjG)&{HW4_Qx4KlX%PV7y?CVq82gn2Cn0%Mr-bPh z)RpYj_gK~8h#&}PF~8D^-z1E+&Aa&zNvm!L&-BsWj;oCm#}LAM(GasUcB(M5q3Pa;ellQyUY4Wi0*OGg@Y-rpf>PK z>A5AxT#3^-!0S$UcliatMWJ*g#r^%e%K+kRW<9lZ*>=NV?2|x5o;mqLQN=_6MEgGN zzKRp-$x-!nKc&Vx31uL^NCv>gaTUS6)}a-|IEsEhgk}$3vGgFXg%_oIhA_<6@!eNf zOS(dR7U^&+Ohak_{)F!XSzWDoKWpCAiQ`F{+)(S1zS`KdlQuu>Lq4B6Y@B1%8Z^@p zxB=^;8yfaF3HT=_`WUXxTlr0E}GLVRvsP6wmwya9doqVxSWrqb*q zS-JB`)yEOTh){PooW0#|{<+eON^8H#bJg$)80&Yn=Og*}%-r#$N&EZ}xq9?X0b9$D zdKzz?J)EBIB-VxhNH=nR42D<=Yi{i~`<}Zrn<*8Y6PZ{H@+@P*>gVso`R6$^Dh|_E z6On?9gq8aJ_F3AtpcdXg#GJS-63Ne?|FK$j`2DLswgizD?k<}op7?AMssCt*`#b!G z{KtWWk}X4l{vnpc7d~D&z-8EP&mLL&sh@MlZKmu;N1BTNg!G#J!#T%)lGMKelg99d z45PXOpl&EP)^khG-Ic0<@JKW0h`Qa>BgW!?=(Jsq(4@``2B;= zPsv|KMyoLpz)wTxW-?cpvR%9DgVg@w*wcJJ1oP)^tj4shxOr*A4> zMTFdq9K7XY)$I<_r;xb#pHv#BZ$SN?7L+KC2ET*q?0Ymfbcxu8w+9^xytT_aGU#3P z8tC!MAaL$#PS0d$h3E!#D5&V+pKq!(Q++1rJ`eo1n1%KXZvzKu)LRwkYJF;&^N!>R zCAwl`e&!9%UCHTjGmk;ysz1!@15KEW<~3n*c!NHv^8mzRhj;tx0com`Cfb1p#3GqWmJUo<^| z-(D>K2j_aYsnT9yX<3hym*d?sIf>>2H<7JDqFqdm@RppRz7;7TyUC?HHN_X2=WRuka@j6&gDH>+pt$HU_ha>Kl%>|R`IiY|y^ZrDyvpCCIX?wbi~F75P| zUF#0zGn8phGNl?yJNpmU{SWh|O!l1mL8Dp1bCBgMzihF}t=e%Q=i3Sq2X(GF^b+k| zmCwe>Rk)KBLw+zc8%v}SEw9A)OPRbF5X%zd>yr^8<0K=aQIz(t}R9^!GR)2|Gn}K22=Xa*{sjEX6)AcMFy0 z`!?K9hCAB)^r}n0#^waf6n|?ye)nP3oTvk*DKH7%#Y1^cEDd#>n9E_V+$)$Ao;MhH z)@F+Hp_PKlD3)Eu`oSif7lZAd4grd&>oWP`tg)jm4FAiXI`^J`x?n+PVF)KXsi?SO z*%a%Ed>&!P1O|sV?3Ycb)*GIFYM~G1>9QyE4$_`9|CDp-Zhg}z3G+aetB<;sgh3s0rcPL8T7LGoC+>y zvFA$SYP^@Tl)O!Jaiv{fZxCdrzMg&1EFE=LzcRiQ5Qj!D;2oIzpM7l4aJk4oHX^Fu z?rl%K?o!z$_W$q|QFVUq#&MFmpc4VCdMc@ubw)y7;*mK@vxGh;sT0r@7$bcazH?7FOmVX`(!~#*MD+Qm>pxWd&_-kpPy#9s-woO>_J`nZd>v}a|60Ob$qnd&=Zh=7 ziyiu>p;%I~P}y3)O%}51mjPt+>bUo!psWAPfg$x|O8xWVR|Dli9?zdB>bO@V z3rkS1?$q+n99qv-Qh$9RmmF@2|N0Ix8B&9kgQ2s_7hY+?=YkQ}zfF@q!+P!`#bn;i zD=E97g1S(L9G2!W$xo2Ayi@~?YM&lTjUf&VnlA4`L4DU zjiFzl*o62ZnITgf-=PlXWRaR`Pq}ce`OOTU)3M7ZpPYzES_HN6q^}JE|03i?+o+%6e(IF0(+8qS&+i zpRoZ8NUfzs!9?Y^?8kyQcIom1K@{hGdWnzh_pzrW|50p@3Z$L`@ptqM5ENkCDM;~L zlw`;-uP^zqf00%`;fE&@eHTumK2i;zwes%2I`h61QSdlKOZOqrGUW+oa=)^^(yh90 zW9_}9x(}#Rw$>_thji;0<#HqHippEQrd zr*}a{rFPm)dYvSfIxI zyNG>#gz2Tt>#cKkq3*#m6L8$5UgLI){()b;M)2l9axJjE;lZq*nz-g`W6p#=q&1r3 zI{SW=Kp9GcI(FjQT=gkY1w>J3<^_-N# z+Y5%X=7QP$zp(P2(zw>=0fpImVvLPX!{fOSf+&4LAdati7LHtOIYBe?5Jw2ex_${V z^M@12Zx&PVS$NSGqPMnv_(2~L1>}uRc~eQ^Dq`2PCkm3`e;hev`fa*lL>$SzyeUs- zAy}bw&eWLS?fl&EOac_rNcb#ig$oH3LYLkYYR0la8KN{KIy$#p|CPen?R7|EDbaEY zGMP)i#aJQEYAMzXS*mcG8^1UIC5&q5W0IX^+Q`OMY@+$lM)5q2#O}v6E&)-4J(y z}}h6=g3w4oU)(ZHXAS34e7#2Ex ztM@ldLaLY$#biUiW!LqsCuyd!ggxu%iT$>Te?2QaSFFKuRH}b0Z$}ur9LJ7>YM>qa zL^8ZSMdDST7qty7V`@E#WPFDC$tK2UOkX{%ja`Y)ZGZ&zbfY=ZY`B0Rk0bIE7ZdI$ z)ECRVYhz4V{bj3#N#ZT;+hk2QZ5rTqS75a<(bFpK>yG~@Qp(XyN}L$mMI7*UgLL_+ z0n4oLJgA6|JbriFMlZ~m&b3gBWuYOJRh1hoNKl{RJYFS>kx%<2cxt2%?`o}XI4UR( zK!yuOB)$OqXA*&3Oiwip7RQEVz}-i{`dspPzi}$-1V?3sg@ zAF2%QQNAA8PjA{m@n-**(QOXD4L!rm;vq@&P}J-j3@C zQ(*V_=Kor|8?7gx!*zQc3yLq)#1eizKWA_4H$JA>Hl)#k8mf?W?s z`(a#45dT6c5Nk{|;(1D}{CP$tLoopNZQkNjzK?|c1wvDKq}#$;G};xpHsNK)1D24} zTXUcE5())m)vw;OcTQRFSp) zBY(};ukW59_oV2Ld=dB@sS=#9l4%g;xbW1Y?Og=)5Py3%FNTV{87%>(yqI}f?=lgx z3v%n)ATcuWA!16yF@-S6FgZSpftN%`w_EPR5R{wCZ`p6`O}lO8f*UtWvsp&|z0COP zK;F{Ep((c$v-rW+?yKydhw`IxtbSasKi_QQWB>l}^K~h&Sd-}I^M4MYosX>$X-QQy z1n;EH0~9Va?dwyGl25Plf@k+d*h9sa!?Fyq@A?o~ExAF%GW{{kb;wDnT_ z@jph?0}(E4rHWk2ZMJ^EZjbnFq_3BVjTx!y5DsT)PhPFDeqa3cY57JBb(?WrgaMJ= z*Q~C`f1*UTlG}?;Gt|U*b{Hds8f9O%k3l7<;hbY($F)pro9iX0O8h4^D#6}%+y119 z;srg%?>9Bo@U!oNu)#WGmEGj%`Oo?BDj#ooRnLF63mDFsgKX6^?=j|-$C1UTqXB~x zt|=5$9h{+tBOc57Ps+kDGueAth9RkvZvG-W0v1}Tpi72n){e|BF0Dki(dvhPOq zuWpv`++Q55pQwcx7#?S%<%V+RYz?LG`-2fqD^{C;q#~e#rZn|18VUP}S>M0lkoyTYk_=?(E{^1S)Ou|Bnu3 z?m_hy4M9=K)w{D2$~dNW*(n}_NZ!+uu-SbJPc-32I4G%M957h!!OZ_Islj|Z>nv!% z7%d6;k(@cxaZBY2LmS?&(S8wW<&!pGTR;(nievmI3t){Ppq_ir=RXGwQfuSY|4t#O zeS$9xT96ghzHBoro2qx>yC5d6&NmpSlZx0?o(fF$aS)}0XFi~r{p54UgpFLv+O)z^ zDfneB#AwFl8B!-`^!d+WU1oMCcm-T_y}^R;(k-V)XSi{#8PEBh(aH7B8}g9oQ(O6Q z(Kz}}2R@{Bz77aRspVMJYh(vZxG(3ut+8dBBRQkr?sHrtDj5YxUMhLRXz$LTdS|`7 zupQ7@m63_9nEAYs*UfivjH?jYjA6jz`s1gyODDenCLufnGtr1kT|5b|r*B_vNI z$FxH*E5m&dQW7?(&XSAMC1Q@rlt8)Q#31+DY4!Ed=O|9}n2R_inudpg;^;1(`SW)# zXD{_{2HT0X|F!CP02Dkkc;JFjK!*@M=!N0IfS?`^(ja&X!v}=NrRv6A%dt?zfbn1~ ztJzzAu_91WkVLiBS2?m7)KbV+og9C^f(StBMr($~kd}N%C$MS)R*6oEGgU&1#;mpE zxV!96fI?pc!^d)b`nnK3o<-BT-*@7>`xmI`1NK1}s@@Z9rWZx+EVpt6?5BhlJt-X2 zI!bU3uX%`=Cg}x{vB7m^$!c=R@k|-%E)f`0Cj8bh zX0Cy3zr%O;4fG#i@0bjWeFiJUT{_t45-U&X`8z4U0dyyz#G$^0Vs5yZCAn`?+gYAy zzt{JO{u^K#Zlaz!BD9;#^tV*=K_wD*%0K^p`&alWD>6hu$c?nPUvUWLk~=

    QlIs6G5fjWb)Vi|mq~waiyv=QWdTYhq#360f3Qgbx|_q)AW1h}F;a#xqYJdX zmy7%lM~kX~s(Eh{U#?_GV^4zgOOxS8{0ScBO#L$9no~?Xlpt{%}qFpWDPy*MC6DL{BeqM9O)ga;qWbhgh%Z2gMf;O_C4IOuY(%cw|7@N}!H@ekb>lw%Vc_`{`9 zTy-P5);J%v$rQYLHR{OhR#mg(gUzRl>^n#c=UcmczM-CZ?2)8pBJ*ANzofwM>W?vV z2+En#)K%_grKj#9l9r$&K`j+uw}Z~^4h$>mG?AAc3g0*DBY*{liKO+pbdQu_`GK~S z8^b>y&<`J@*r`pH*D49j4j->K8JGLWGyJ2vh;RTEGw^kN@3`Rc1(z zup7SprTxl{H}vOaeuMWBTkSbDm&0%caE+IfI04fGn!i8)q2s@=ZDRLV!5bi=)^5G; z`LWk1GIdFOVfCjS1b0!dt>5<%NznI?+WwjPlqTx`LH5zYLHCu+8q>)wRsb;+dJ!+0c@C0z@St(IRqJF7?L;!obK|Y<;IWaHJ3ajNY1?*~#i^!@G;o#* zydQqpLe7B)DP#_~o~W}f7FG4}`pD&Fl-O1inmm;z5?yp&73zT_b@ut%k$ zjbi8=|DJ2~{lkvKY>6C8szU47r=~SS3fCqHZnc_WquJNFNVuy|k10wcF8o<9fIlQ> zy(|Dv4txc0NW5K51eVn?Yg$g(&E7jJsHdocZC##u=R&BO>Q z=9+_YFc9C)VzefC)Q{>D*w&w(L5=A3yl)A(n)C)adzNw$(>M}Kt~ZVv+wjASRt-!f z9O@M+2X;~;AnMU%bxj9t*1}Z-)1wY&*A@BX>=ToDkJM{U?68%qY8Lwxj)BQQ=-ZFR1f2MM=73&**LfHZ3%ofah zi{tm@0$-@r@#U>qLhA`1KzPV`IxOn%8WSb>QMc|DT*F7M>Ej1bvtf^cefTvm;fiDr zanEHOhvo=FZ{Ke!@37U8FH+3=vJzI6=PfG0WQ5~-jt~RevZpd){FHv)9a*%RJ*}}P zXBr*ia%^@6=+ww?hDDp_Cv)|7`8as1y^a`=G$ieDuv3$x>_12x-lih5j@Hpx)~@nX zrg;50W*U7Iu>n!;Pkukc%s}#cwbvHnDO@W@HGeR6$Y}6W7J2;yrKA}ja}qr2OjO{{ z;lQ*eYy&J^#67u|xy}tQw0N9D8+VzxP_TEBrel;R3@yMyjW?}(rA&b?pJ^kNi6vKs z7IPpCJDuio+VBjz9NTNt8^EWe5I4sv$6OsA+-^8(Do zsE?DSTml#ziN1F#JOXRKGorfaQw^=QO{3mhZG+svt~rbTSeBl-3}4td&D!i8!7?6l zB64v<9;KG4-(2jQ;-d0`b#*hboWHYgycYY?EyeLmkn{VE)6H7Ew2IvLjvxLoKkPv0 zqTaKf1FZ~)E}xytjuIi!68IzE5)|{$&v3I^wiVCS9~P39@&h@D_fAMxiFJQRoaZQ% zGQ06oS1fJQ88`V-4klOYz5MeBt?zoi#_U$$yxLm5^db(Wo><)WEnSEsnULhzT=GCj zgQnP@F7Cmf|0$;U%D`F2gVG!BcTK`6dODPrkj18Vt0cypK=Hy`IZLARBAzhfb)G|i zg%PA$aefQKk<264CU-6IsW$3zwAfAj1?$4=dQul`HyM@J_Bv=Jwx2piQyksh^A`QO z)!SK5>Qeb@p+s?Z)Bdt(vRl!WFE9BE%g(gHPj0H7T1sqcOBdUGCHJQ7fqragjXJMM zEG6}L=&n!K)#tFeyBwKl`b5%Lb0@>|{hc?Nahb&{<3`-QcQV7jU=JgSpK3~Mg=T=l zt+!c1P^15Je9z^m2}CP*2+iqGzWcqfHESKUu|;lEF-KZf#lKP5uxv%km#MbZ&8}lL z%2T>NC1R=x+TIpGu=8a3@{0|ljx$(g18vWbE3=iMTn=Yjj~q7OZy_Y1{q5H?>CVW) z-Ym=Jq6T034NP&=YHjY+>-Zi!MZ+w#Mq8j=;wOCR=VGO6-J+f6}Eg$=VO- zq(F}TG8wZt1M*FZ;tNI6$+YnJ2J4IvXOe~f=?6&jO356dl6v2sE&iSyM?RN%!OP8> zl>O%tC$Jw6j*5-uPoq~=@iLiO4 zkknh*Tk@1y$#CwVriK=}~@4Jd)fqQFuzxU--x72|J4>7T5^Oy^4!HO1N84mAsswXxTPdw9e zVDn+J9jX%Il6q1^{f#t_`6mn{s{H&-dCoBilyKNvMY=tu5$3}_t`RooeQgC2-<%Cc zEUi;YW2`4m*%;uRTXxu3%Av#Q(LkR{U3_c|mU&coDQFG88(GS)KBmDNT1(&xnyblFXocDpZW;L9CG=O69(8%%-Yu)#I0mNotO4PL@our&` zdeNC|FLZ*n{xUH+5p{#b@_|sALr@gXDY(J-<#me(LL(YsBi`4}4yR^11yi_)xst%B z-8Jf3TdG0r1iO_C+PNR-s!l~>pSGe)<3Ft>_e&(*?Zolz>~6s1^_G zGelU_X(Z(;WWotDfDR_pui{GBa~4D4qHI*-TH2kgqVDJ}3=iB=fLQvJS_stXiX6P` zuKFM%rUB|*=FG&)It4`~IqfAO-w{JnY2DmXA0XJ=P9w&-Tf=uh)PgJ|<;WNW@MOQ# z-vf>$oOJy}B)wr~?Qci2J}dQ-+@1aMCapa~%dw*`J$Da5IjZ`D5{oWMDR$_l7U@!rblPNku}?ZsoHg3pgfMi>@_KGIB*9u|SSg@&0ma`Y>5;9MF3wuC2h6-vVh}DfuHl7}~#-Ct82d z!?Cb+8>vUqx#SL0_WR2DFgGw95xskC)}J^>d>s#e8{T^4RFZ+LL${oY$0#TNk9AP7 zch4t$^m{IJx}ClQz54-ENJPD+LgJBJny-*kmt&{0L22PmJ0_FB-aXX0+MFWnw^KEk zHn}$vGtk3U!Yz?a^%O&V{Cj7c${TG5`Q%7)xU+;dg$%_zHjB!`*Lz`c5@EgSN)E}6 zXU@vsKs^H+Tu&uiIPDo1HSP*ouCG1?-a5-p@V1JjbIS>}9?_g>+Ut`4*n+!gfk*eW zL&&-Z{)pwMSn>_?6O_+y7Vkx+gg-)G^oxq051u7T*Lyc`UuB~xS$;-xNtrD?{hI|{ zlTG^`SKxWk&-nxWXLbC!12i7pUa9jEy>1sJ-0J}SKDM^~w{a`8$}1*nu_A|H2}g1f zqZcH>=!5>)&k^o~znDnsv?m5Omv@5ErzOuz+;N+WH?JJoyDNaQD~FiJ*=neqTKyGo z-W5!K;ZHs=vIq^n_BYYpj>$U}eIdAzu>Y#g^@-LqzAf;N_>tLBe-8!Dc!KtDMfJDc zZM4(__vQ-6c-wc^X$GnIN~a9zqAxVX0~<0hrN_FbQ>j;LPB|78U-{B0fuSF~#xF|> z1cqnwD%V`mL|uBHwJlhB#K(s0&w~GxFtE#4jN3P|Iu5R)o+d4>{7m}x`G`^fiUmmz z$8%tVJ?@d?@m|lL)S&X!CZs2E|5f5lj)S$Fo8t0tH23zpToqS-La_+goclV*J6Bnj z1lp|u^IsmbL(^v+HIj7)I>#S&WF;eikfgFJC`pMZiQ?jg@1(+NQ@V_5quU);2jx{% zJ%02&<)|Y4>NS2AOvKb+yYBFsL-}#XZ$JeBZk+cX5+%i4XjMo3SoP7zk&plE6v}z= z=6a;<4rB^4D;a1INWDR;AF_MrO=m39D67T5hfuM*FfBYvrSXlO(lb=`a7F(<d{0 zri&Wd}L1nx%d4Q zrt6^Fp#oF$E?fy6@eQ~ReB{j4`Ju=DDP62d84?qB99%)Mu{IadwKA!&%V7f!2c_G> zD=7$hI<@7~*9NW$~}wj8{$}PQ76a41j#Z zBFW1KrfUt^F086&X#EOSdRh>(Dz2<#+wpgLJ2yfy+bk@I_eJd?x!h$}c3fAAH|MAV zvdi-$2m&a$9AQl!yfAiu%%@1(2>vj5EZtY60=I%~K7mlJ!PX-hTpYk}u$%4*H zDB2I;n=20BV(Qp}3Tu3hQusVhx%o7H7L}5=bQt!zF?Ve$H)%NnhPegnBYYo>0h-_L zqjWMC(qq{lrF)Y~C%3lLho1jC?E4HWH3AsVr}YE~smow9;7;7Qj4PqMQwZ`rO87C$ zI{py!GW4e}^IK|A2Z-fIvQV9wJJe^jTq#<4rT{1@v#nv_DlAZ0mB>&U*|{L z!4K?ue(S+CN&;s{Dl17E(E~Ridt5|!PVgVI+v~ZD_J6J)Wv+iMYiS+XwzZ`#vBD|R zrKyW<%}N5EYPNNMjBr6EYfvy2(-c^^^cMcdcsMxcLI7fQ`rH`4fa|dRgUV@4;{9V& zR3D3L84T#>Xjak~PdiT6O9BQ$Al`Q4@V2af8jwL!Y`f9D?$MSq~3SPtPO3(tzpzxD&g4Jc*aYHyP*gSvPx#0;cc)qcmyR}O- z_w6!V#*9BEGGtK82zyKMDDarOyLIPSChI19|QU2q50g{TO+C=DBhbkZT71^)fM{>pu$0fj@WL-M-c;?YwKaVsE~XaL^=zg zT)IdEV#umd8Gfo~DkjsSwh716Oo#4?xZP%dJkPq8S&x0$U?pIub{s&AryZp09ggMV zsJ{%<`InJbfsiJe{fBmwBL((Sq+`KnRpf-R^FV`tOl%a`2#bp=Mk)~thTD&E@Jkok z&ML=t8j(NaER&RgHG*`~t$V(@Mhdb_Ft1%sz>HSk*JI;kt2`$T;U~lVRL`P>t#MR7 zguS+&f+mQTqm~B{`S=UzXT*eGm2(skQ4JiHJC{wZ#_Oc%7V7|B)b5DP?zQ)=SeP1w zsT^8m*cfP@kE6ao*bgT{81~e1;NnpKNk1dqT0%1cPLXFi5m9?7{b=#5qD5o=hJPUF zQ6`oAB7GnB4n;LA1&kMyZ>bCh0{+JKdB+}7I8{_!^;I>y`BzxnxPP(lKWc%9&klnm z>(!&P!e2?LAX148I=-qs03Bdjj4mb~O7s2d!wwlJqD#D=FLOMbb*`aRHrfvQ+OPaO zNb&Y7j&GaCKG3HeX!uX-mI0N^9Q_a+jaJ#oYPR%i-~<(lY%)4J2V{n%aYtiN z>37xyDA4_5;tq>;DSZa?u*M~?16A}dTUX-e0=u-_H-z32{iLQ3xx97PpIe$-c(H9e z_A2<$rS-86aRRcMNLbTU++>4+zh!55A+bVL#q=QXggpLC9H}7*+{NBM!g_Sumc5>= zkrtVo>Bd}tY@IRyezx18O7@A_uqxl>08EAVi+Y7VL^gPZs6&V8UQ3<_fW8Ol!^Nb=-_~%yL28uz(&F6ZTt3xxNuoH9Ns) z*cO)LbDK@SR1HEg6<+w=P&mldc;c*dSEr=vo7c^t=rfve5ix@Wqxb6V;z;e^Z8|-v3IJP1Hi({ z&G12cG&C?KR=4d{q|08QsdQ;OSk5+Vc8G`WZL@8pT60{O3kfYX-eLyQDf&(f@*H7t zSqCwU`d@wxMtK+xE`7cYJH`ntUF)eR&`KQOLUzD}Urxp=0-nA(`&zIgMV{r!)LKMFDKO?F8MbA>1+u=qTzoV#*`pR_vD~LY!Gy#v{sIMUtJPJZ_)tf$TC%Aq6E34ZXd=oZ;!)Q?@2v7mo?y2u)1d5vlS%4yGg1aVc zC#dxgSRo;FM7EnoNkpA-Aj-6vcp>Mkol=+Xq)LDx%g0D&p_+! z9~nClPe#-5w43hicdh)K6(Di1u(c`z$QPyTRQw_H31xY>=CXI*kyyxL4-N>bRlG03 z&V_Ir)N`{md0^q`e7P}hG$Nau^7Il?CyqaG4{+45P~KfankGOE|2*}!@KC~_f;>AH z4Cdj=HdY(Hihd|?TvBpw0wEq11tZTRQb!~5 zxxHA@q|7?P)pzbD2u2d$Qo=Nm#7ri1E*$&(h$Eon^y6AZn9n)XdGiGBVGC3GMEoLY z)^O}^7BF7McMl~;;Vp8aEN%KJin}SUafZO`$<}Y@$jZ6nMf!9X%C5pV9`K?eD!Q>BJh44k-NCp}TNRVuM6 zZy-MUurNp7@yiCes!Uyd3RdwzL!@&Th!CdUwKS=CuoHgd$!hxV>(R42Y1c_h)t;5Q z+?qG5kfRPSdQj)2@=eb_*`ZPiq7z9a^+7W#S9@}#kd>3=uV8)^hEuHvm6lrQx$434F5sDy~a)@&#?! z&Y47(U%k%pu^w6r2FS)RQ;v_b^cyw|40qjR&BqO)DF#9JT`+3)hkIo!78@_z-7=YI+M`)XN!;ytMMo=T2C6va#u1)UcoyPL%rwn4pK`Q|jvXnPOg2lJGIC@Ejd0?Eq{5Go9n`BJJ{@={H*K72 z4QvpcX$~4TvD2R`n)e#wzS=KCO3eC*&v?E}rp>MjD-hQ$)9~Kwy*(Qz7u*4Go6Nl^ zQGgv`tDY$Ddv8JDbn(V?-?6kb4Mn_LU(PM8uf`vC+qe3f`WUBdXgPB>AP4bGU_#Mc zgcJjd>v;qG>=CUkDAoX?yn8Y9MtccROCe%s5{vG%SIR(d3+1X?Y-XSW6(?y)D(2lV`l5RwsQA)n1 zEk*0bY}v*mSJ1P2E9FX1Jq8)C;A*Agl#){R>RxWk2l2@w9<+XAR&#SUl@`~4$B8|| zh`-?3Ht(zw_<`{)k45tP3|EwG?kJ^XFX@JrY)j~uU-;a_o>R(4UecUuZf3j+?=yX9 zikbe4Epr#wsyfO>qM*XX1`>fqvCwGqYx22mw6$+W=_V=vk&O>thIXu>eNf{i z#&X3kM{i52v*b|RI)8L&vEMkbT7kzmb3CMcaJtj&sHPt5?nBjmTLF`vV;_)PsA%$| z<&&nOJ=LePmWEVhBoo(9y;_}onw-mu>_)dF`v0hxJ~>i8#ER-hH&vyihl92nF7>FU zau89eF_JxiyJg*VZpvs0WAcu8t}o30}Hpak^XaWntHN-0q8D#|WAF@-0c26kE? zniAm)*ul^!eZbgzq{T#44XznJt4BTQn?!H^Y`-2X_E(y3LBIhSLfdSO$Lnc~l>DVB z&$2X^n>b11=GyN`6~KBe_k`>H;daR$1x!|v%L@=LjrI#DC-hwdo=wDQP3@hi@S<3R z*nIry-9Jl##seC{VQDwmCeBG{hKHh-Z`w4haE7svIL^1q5$k)SefdA!w_G7LmJ>ouVxN39kh48O!Q6<3W9;a7!mNM5*@kT;Dv(btel^N^Tnl zHe-A+D$OCz9+I*A;qo~>`T^NiE28RAP3w7sdPO-9U{XW^Q*0&Gbu%KS=alCr%GB6u zjlXEIzc^I~*LW5DWIZ~K(T;5UkZG`EZ(8TGq!;_)#{-B+=!f~KGNvcsDGUKj>(8`F z`|qG4pFQb4F9fF|woI!3< zvz7&DccAH|ql5@Qvf@6i3?`>|5=@o|r*cc}W4Pa6GL6|{eBG2w=xI(`WH=F#U|O2Q zSmCsEE`TWRD|+(=XpczOu%M{k(zoBSa%%C*-|kSOBA>#du-C3mznhfCH8#`k#_RiR zwV}@f#boJm15*2+&$IR3i1Exu7oG|GzsZ%GcPQkwV_Dc46zwA_WVST~{g8BL-R9quWt)J|WY2l;TRsH&^ z=oP3cA;qL7jsfzacAZX;isa2xM5$m1%lA5<8oB9 z1;A%Rx1-u{RwTcX`4L}QM6U9VuDj>cq5q2^|43(|CeCem^DUU>blZ6s!Un)j0KZD8 zt9j%VLJYDI0n0SCtpmp%0LVM`+6)qVr=&BB7F-Vp^ys^4Dl4smrP?WFJhyII6ai0m z#z0eO6^|fWM#e-2N}rTX_$!mP94gFOHz|sUaE-w*Q7)W^&s-iP zTbGIiG))ri1%=0#4sEzT1nWc5kj;g#k(Ijz;8|$23t>XhF^^$QK);zYq*x-H1m#*` zD&q0uxa9;T>f?6@&Kf=h6NQbTC-w1GGcJ)RuH|Fep~SjwGbgZsr;O+HU_xA>@0QCZ z>0aepTLm3KeOr#|620%GQ_CdFwSKdHzh8oiW7(APi1@;C&*vAQibL_0)7mRj@97+> zQ-siRDep}{51S_Rn^>)uF;t5uS}hZIY{e@HE10c`ba>@^u&+uK6M-8{Ve*h?swW5$Itm>tvO(}{2eE=RCe-N~F;w(0CS{%4w5{ohH6 zHum4W`kUQTqWkOwSvlCpo&#wdcUd!_z1)~aDN`AX+)8L3=?XRL1~GAB}1`w&Wr z^uNt1;s2W6fP+GcWN)Rjx*<<3%mnJTvf_W5MJ*x)H8lKf%1g2@N+=YX)}#NYi98Rc z!hfe=QI0m|tjY{WS!dhZW^cv53U&qHg{Z;`RK=tYnl)x6^K`cp7sBheX0L6wofA&^ zi`w}4tZOIKydG<1(lg%W?KSaNSgxyGyrqH%zo8(||E7%OMjWUQN3&TZ$IySB>hP{9 zA1IspD@=W|Q(8s%`=FzV+g|~#J#noxc?Odzvduh&}+4G7D zM#nZ-^CJ-!l$$-N&?oQ(G=6A5WHyMqow1$hcZ<-s0_ptX0YCtn>jaAMPInSU?n z13LF|7*;bm@{DBSo9VBJXRVBP%EAWueU$A{xPm!AC`)IKnl(dVZ~0-S0cZU$FU4H2 zw*qJz_X4~7{tsX89o9tig$=7HSP(=kK>~<0D-h8@s45C70wOBXn-b}S(5s3fC;=%7 zNE1PN5knP1Cx}3z(z_5Kbc6sQ)OR-cJkRg?zW4k7$aU@PoH^&r>}F?o&VB9~X+p0R zE1ov?4*qNFwG*iGaD&`n{PxPCB%N<+ot4c8A54?6_8p9dfIKNM{bLJ3+-b|irH8fy$l;uBh(@K1XY;xc;s6at z_Hf!8l->5$zFI(1c$7C`acpPM4@ol>_CN*^tsuKyXf%UHb=oc@>p8>7QWY~9_Q&vp zz{9{YR9J{l1d;eH$z8<$nF+a^kh024P11^!Kli}A+kawC0DL6{&mZ?BwEJvi1lK?2 z$JXyv__D(Ki)v}Qyrj+wrv+Lg2=M>o00EOO=f%y%^lpa=wJ>Bq!i5?$#&jS#MaugC z#i9RgoCe8S^xNH1yHy?KCxD`3#&1Gmr(>h2|^SV=az0%W#w;fDy z3=ze2^I^^^1De(yYUFZqj+D>t(f1)?vYyjVO{c{EJFnf&FUzc`s1>^x$3@BYF9D-V zl9;=}C-mr9Nv|4SNTu^65iIyZt$~np+?S0G1T=|4HYV4uJ_8NFW?VlN(q2!fUWiikm}`uCQT&scnu)<+f+YsnmrZ}K^QU8 z*wI&?b51xap}iTA>nv!)uWP46zW-qHYDizC8f{zyI1wH9h@qW@r0wz>k4%n_X3F2h z@aj{~^KYI20}7Qc=u;p5S5nufzJp31@l-qhPXI}beHh{!3h=A<_&*g_WMjSmEy*-Z z!_n8pH_uBRU{-c!V{`wj9LdIhV_VC)$TUGwLKUIXB7q)oO`DT6igPJpM0*cfiw@+Lnd43NsTZg)MhN8s)VyXzMx-6dAV&7R1$7;$=+VPwc&-q^_T`4|J6 z`cm&;!Uc`_Ijw`>ztT_#{y9I%zl{{Fz=e%5m;&RZ)gCDf{#4Kn0GVKb8X%^`LTAe`tiMs5#f01E8Jk9rM5=z-geQMw;ud zjWI-Jo*?s*0#{E-7IHNva{^e9=LoZ5Cy#%71Gz9+t&368ADlDKwaGp7di#EctkcCq zd)LFOPaCmV7#kV6Hq%z`u2&3Dg^cz#I_HGVf*@d+TO{d>{_L_{kneC5A5Xh zHgnPSg~zXNFCX3;y=*c<#B+<>H8Sbx%*S@fv`Hvf>`jo^CC)YlzOA@B4d zhwzQORj2#!q@*p%l&shU7CK*{stYRy$9g^)=`3z+i@pDiY@KrENv|UBpXqxW_TL12 zQeGvH&vppxi#urE-W9JrD58p<`r&5VTBt}Kv?1seo&593+n3T(bc;|pagJqeJo+cT zgz*YhMBeVLbMFYbsd%zC8Zk1Z>@A+y9GUG{AAvmAd1+wRy3aUzfG+ybtfjm0!$6UH zg$OjBUIUSQ_6a*&kKWgnf8B((qe=C*1@{j1pLUHqh$W6W4jTkXHQp-I@zBiNpSOPG z6K-GB0--OW~1$?V3cX$K>hYXN?l@>BUMN0!gNv{F^tr}HQgYeIq<_M?=ho6a8c%t>%9 zNTloEzCIu<8&2bf=}7%eXfd{ zeL5TMBld$en}(V;OlU*+P%E-Km-c%U0Apnnwr7c$(Pyuyxg8swCBAwJ+28rJyYo$0 z`Xtsl#?~+Krl1$S&bBVYje zXZ_dglYY*8Q#~En>_k7A5t&(8H0?%rdHW(RknH%IY^*pdq3h|3yhhYv`PWL*s-SI@ zQ@^RL_x-qva)~dU)f~>W)0}cOF9+V{<;3!pvr{*P7z;J}55L^+@Q**W$X3ffMB;d$!_YPGowFPTJ<- zxf!zawyk*7s5+;$)+VoG{qj2J->lzN7bSAh8eN8=-5C72*V-yKh8k$7jqOV~q zv=RtEuRpuAi+$zX9xJk69+iG{Nw;~i*%r2Z?$nz8!Pa;-{#66dKT}ImgjCZtMUy9& zD@3+?B#Uoep5<8?UL|;(HjDXllxNGQe5Fn7UgMsDzK`W1Q0COboA)uk;_LLtyeIt=sD@JSTRuvDNyq&Oc)jmo89&<5IsX?x$f$w-?Y2ZzNcHq-*p^=J$TQu<* zHh_wKLuZkUCV5eOZco5r^=uOx;k}X_YaakG*HoGPoc$y!101Se2CvRip2Y$YvfGv8 zs~(=;e0N*vB!Kp6kyRS=$xl}y3lEJY!uNUJ@8!H1x5L~TU67%1j@P>aDn1b;Yo3oL zHGgqzP2`sRaR2hdV>P-y4q%cwbUXE(CCQvo1+nt;RTZi zV5`LmXQjG|<;V+uhHNI^ba&oLp^NCD#(wO9RXPKtTHuj-d8ZxzQ!-}fsnhHvU!XWE z9{0|;)g)P?veMQ0ou`z*#{L$qk)2Z0rGUg}&Bw0isT61CT7pIY1eK=>KoNMv_DQ$HYG+u7;!n|(3nnOOw_ zlr{gtifGs53vcN7!OT9dS4JUKYc47ma#Y2aa5`2umr+4$g z)`Np4TM?h@x9}t{Z@seAWu_x!)a*iGgO1Q)Gs%HhuB?3tEGt<-8wsCUp0zdj{B()s2K(nkpGn%`11C~G52};j37P zGPa()9q|P(P)5H$u`}pcOh213_$bL)qH}^b9q0I62o1DSR{RXOV?6k#xeu#gB&U*2 z+)J%IX^ZTudCLiq)N%qRoOclWNx!Ec{O|hjmsh}jAk&TS-Ur?_Q8{R~*PuM6&?k5r z;Ea|BPk@`((er+NFs!PJ)8~>puxga~+6r9k=ce#Gyt2E9C@U_6kc!ii-#~>hq&fK5 zCuP%zY<~UB;?MYd_g4XUS+2tO258&qAxaB`bpchIVGzDupz$Vv2^Z4bcLVVI)n{`l z!R9m$P8D_>d3wHFe_nhfM*syk?>i#>kr9baMf!w2q6H&In{02@jy|%xHYZKJVbjY? zSL}&x!>+y9-$V@WDkC;O-cY59_7NSA0W{%=)xjj>5i{E9BAS+09kIV&QQD)B$M&>q zY>I7=&X*fDMkD?gHlLTN7oB3O8BLBi7bYWoBn51c5?HlY5?zedD2|%Zw0O#hQWP$* zv+TRN<;EG13Lpxyz0wVEHBA5xe7fip121%&H!<>ZcM$Szsm_b82La8Qy-}kBCwv8J zEIYjb?hrr_pLUitWv9~-N9-sTo$yv{SwEiz1#)2Y!e-=&0t}}=fGYEymEujTAas>| zpSIip`w(LAAT8^=bKW*Q!mf7op51L)$cVD-nsCjix*g|Nb2twbONl5RPpXO&v(eSa^nrf88(pf72%%qIUVLo zLF8Q2J`T2f&+E)Ghj7l()V;h#?zq)=$a}nu)#Zj(;K^u7b&6RpuD&={E)vFkzw$OpP3kqXEoM`FDH#1cPmX|Fn&Xa~HJu+2~yo$_AGcQ5PyPgjV} zP;W*4c+a{-9zx(h8_lphi>3%!L1at8Gdt~@|5X6v_ooNBf2tT-ry;8h-T`>`DVo9M zMG0h#j`dOfOMsr^W7l#b0A8ObA4VRg99s{$KW)Bw67<2%=KrDQq0Vel&f7!Z1`7aM zy$Sn5y{@>Yv|H^qI9qTx#>Eb(o-;7jM$8b+4KiJ@Q;(B!+U~{_-U7oc5`V^~bD+h> zD0}_tqT+;}X2G~N1Sqe?zQ|^X-5dyu@}<#5Z4e98#6`V;AU;JmZ>t*^AG2=bmt+4^YxXBa>? z@cc6Mxmw&?Av7X!!aaoeLrYQ2U?L0V#TRO-0dvwQZq=RS^5TPqPZRlup(1MH{7x40 zjJW!{UQi|C!L9tvsK-~aX&)5 zcwYgSZrEj+HqMH6-n(Ve6#AQ4>pMCrqxlSFI_0IYtb2%+*07!0f1znlO%%7HQ@hX3 zQSBOuF2N`%)&x+#&tA^45O^3{Ejjx9XaUDD-kqa0Sw^^zPT~t@299?suqRqpy&g;W zPiX`86brD_gf`8RDt1?9Uzs`>|DxpKgeOj__|z%((Sh)Jv4$uf>)0xFE4~XkH@-_8 zOG?X@D%Q&OBc8g!px3UKI

    KFa4SO=5DOn!fAc9!_Nxdb=Dho`VAT3G^yg3dTcoD zU&6fWJJ#6kZcl!|+`KdJuD0S_JCDJ_tO`Lf-TvXw!1YOX@fFvk{`l4+#d&)IO6(@2 zUW<|SIJPLyLMzSrhm6SS0X4K>CsY06M4DN^Gwxp>4|2ox+|geSK3i;wVBQ8 zoaPMAEj@RJE%v8*-5t(Lzo&L>)2`Jz=~bRkNM5$y$rZDt{$uxY4wQs^v5MBs_FL(O zF@NaUxEOk@n3y;-1=7W9!y4N%LAi=e5d?M77GM<>J1pUZcq4?lpovKFg7( z1r9?RFk{v@598Q}6G>Tm$5!-`jE(|;W-Rv?D^t+-#R4sic_`NW{<$-0&bN(u539O4 z2s~>0_@m?4VvaH+&2RN&=DX+R?P)rE-&OelVlwiEjTK*O2me-y-urLKo|O1-1Xv;` zdbQ4_ybF5^T)p^mUW<(mybFr}rE^=Q_G>pFj{?7XQo<|=&)ZLg%@?Q;D7OpR{W|pA z&k3G_y2Wu1t5_T|RIsff+?Tn6+^UKZSAwecaf~E!%p}PiO#nKVH-L{dzq3z8D$?44 zSK&d$=SNIA3Sd0WByDLqTKw|F!= zJ$HYGs|4shhVs5Br5t%u;4r&*`w;Q)fSR}MZN<~D*e_K$>;CsE-5KFV3yFsiNKksE6u=XlkKz2L#=o(kFk2IkqDum-H=67tx4GyCB z0Lh?9mCd9wR_R1biEsb^rQjO&&1oh<`Y7$^cGxuq-g8*~=HJ6FH7cK=e6NmTH)EOV zxGBGn9_pjClJmdoynsI|mwEkC|eB!G;QFjOwLl zvWwlGGA$U2dx?K=wy$#z*8EFxApP@e(TR*L=qOM++5alJ9bnzS_(_nmmC#^CaA@+9 zv3?M0_XTnHiM}l&g(h=WA@QzOS%_U^nG^h#iyyvp-r^}>N7spfS4=s5)%$sAn2M~! zk+nfEwmGd+nVn+1_CBb;^f6@9 zqm8R|SF{c8Aih+$&S&CzIw~06X2SG{S#p){-ExbE7a8htRJ#4re#8|)+1d58NPitF zV?9RmYLK^(>@5A4?n@nN1KlkXg0w6RL;}h`cORH8F+;aEt~k@#pul!tO(qSv6997; zlbxOIvov>ej%Tun23@7D_qnu#29DL(YapPCUlm{h!ozax(833GS~cmVX@|RGS@~fo zOk=bDQPf|X$}p{D?}rdD^%p^GSC$N}$Uz?vNLEn9OUBA-2Fq|WAcPCX0tALZEkMAu z%>l>V+(BTNDV+vMXX`W*KTpal`8s5v7aOjk$;M~dQ%SU%C((n<$ZpLS9Pn%YDV_|) zwBs}(RzoU)&+yEY(4#(*t1FP{w2 zbRXgX4;KB9{ZcBM^g}Jd+A2YxkEGs3*_-t}Dpfhn!MhQmL^i}{Vn_jq@(VeaW4;=6 z%ei3A{bIGEvCY1hAl|xhMnkq0+lt}pzB}@3MP4AsqVocj?LD6>%#ybEEHibyg~rleHp?aC zyV;B>DNJv?(XTIJ8?=V1X80NKR}>tfHo{hc6O#q%hT`)+CoRp*$axoxyGPb6`dx26 z78>0Jvck&CU7J&0XGTD&XW?&*hk4EuH$iN8FX*ncdt^jDGvOS5Qq#U^l^<0NU@(zQ z$a|=7axwnu-B3cDT%5K#4IXU{hyvW3ZM5H-zZMJOgVOGL+l*Qmd*wC5P~SnTqs^dI z0ri+vx7!<7QJ1jeiz|~l7sz2K5~$Pxl_lhljT0!Q6SNf`_h@b=d)yt{G4jPkT(m-c zuM8m+n@y)R$WKF=V|P6Duit94{WCch5b{R%7@7sc%yQ+*kHK5S`MhqPb5&a1frFM>WQ+Lj#(xk&2L;H(xqud_z0ZMD5q zk!}yu#bwB7%^Red#$DU)x4Dy0YH4gxXVm#ThPuGZd@k%qJ0T)F^lcd)&c&;C97wZ- zB2_lvh@}Z2J5m0aS9vx5BXHz;GA>X_HORCSe6NU!2_dT)3=3L};vq|+(W`wa*|))0 ziKd2%&2xOp3(~EH)d$HqbRv?;G6L*fxAkdZld@?=X@#(+fh+Q>tG#T^|#w>aVci}k&ng?#2(_&ASSF25M!@l530)P`mXI)~u#zV<_j zJ`oQhgIUyT=h0jF3Xoj92#|}IJL`LcxNfSUU}XX;(X5WXAi_iciCPp6yo`-}jz4_U zVjGol+UF{wSUCImSUhVz8Cbh-OMjP<_1`Fmml}3!i){ZP_W%wAL=FhhM&E zarw_vQ=(B6ML@ouzH9@|pSwyG0P_jsywFUVBM4u6=2`ETZDjKDel(1QyI} z$P+_~A}UT>@FV=OFS z9S%|?Bt0`dGy{bWTa4Gi8Y*5PGp!w3qyv>~M201rksx!&?5aJV2Gfb9r7ZCoH8bIV z%3n#ZOT+$k@eajUx_~3_ulps8NWS)`e;vXs;m^yNO_5~FHYQY4E63<3m3nctGH?J& zg4{5-C!fv)FHK-zAQ*zIargltkj*hVCNIlHIS#WQil7bzE$?*#?7S?qZ&w=}ULOA@ zaLRREt3hH2X4#UK#LYV>5AR&N%qvmu52$gF@4<6r?3YTA=U4T5yH2otRWHE}@$SUP ze$7Yxp%#mQg|6|z5bDncYda`WGc+@7d#Q(9twy{B?Zs@Z~l;s5ts`Bt9%|ZW@bW7FRiysa(f1^2C)1D|9z~qLLTD$R)1hct}(w)qL z{CfUdbv9>1!Gi{jN2|LUE{S{{QoG1*M&a2~s}e`Q%Zr89er7)Q*_c=Mm$ej2v}Jo&pI| z(^3(DPe=pBN@%$?ku@hbz?tR=7CQX;Ek&J!-}6;Hi8cj+4l(iym z^~Q3X#T{zezJu(qP$QofKqY?kQ&S}W15G)coF!D5`ptWfieMBsQ?HjKN1*`QlB)DS zidRIdo|Jg+$Bypl1hVK6{bip^afPNl% z;v5Kh02Yf(do7o=R_9CymRKe?ftQjq7gj5a2=mXRSergtM@gv?XD);T0CF`wX(w3A z`61VwOwzI!g;7<&s*gu%bSq<59J_e|J*Sdp{QH?i$?tUq5Hm5KS4#Q?Ku&oI?iW8D7jSv~2GQtS!kSrO`mk>K=B@J66oW=79`yF0 z)$XM4*i!=$p9ki{#*1o;bJuULUS@nuUh_OpGQ2IWGJj~mS9Bo!b1LnYyha{~5kdfD z&pUJXhvwcn8<&pqog4_e+Z*N9`xwLf-u1)UjXQJpLxgnEqQoV?d9gj7dnKX?I!B7; zw1C#|^aiV1OKu@1*ZRF+kq`*Ou1Ey`RNu|L99w&ickU`?t-< zp^+2Rk+XoAkRw7V@Rf0pO1T||_Z8&s-7@82`E-yc-T!o6Olyu1N+TR8N_1!Yo^Z8J zUzMaE(@SJS07Hj2`B4dVfWlA?1~oDmc4qrWc}B%mBi}rbL@jrFLpVdWwQBOV=oYPF ze}Ch=1NXC@F@tN7t4*r{of};_nh#&68*)Bzxv*FNhR+>%S}`~IvR z-v%bLpSi{$Qu$amN$=&~f`6<#C+w&G%RXj}9p25S3T^`CF_#LTwmmRI>TKSQzwP$2 zW7>VR0nMkx%3`KQW#_eo4*fVOq*1K;zdc#c%#3J~^Dd?{_goWvF;bwHpB zjd@rQJhrU2Rf%Ae7E}S>j8I)b=pN#0nNJ%r{56TB$xQ)Mm1dDfcioc^4PT=thcOZH zE2Te|Y!iV`{V~ef9mSG|dD+$6Hwvtp2oV+9Qdlfnp8zHp_qBPOq_WBUp0$t00ygYZ zD1J%Ly&#e@v%-njBGIOi6=NN2yh6Ugjw<`X1k$%CWCcPM%##SaN#u*io$$6*w?A|( z(!<%mr)MUS4Llc3wq`O5UQP?zYaj2=bHn60JTx`6Z8jl^mu!4~=1SPKV$cPrD$B5c zC$d=ETfBLUYZZ!sJkPoa5eLP241Jlwm@U5veWEB|0VvQzBgEM@MRzj22H!;f51Gy> zS(x9bW%kj0h^*DmCJ0_i`xccgC=HN3PNZ3HzwHW><0VIlgk+UD(`w5+AOE7WSRc$b z^X4@+lqF{Wjxy)5C?zP;&<8kKZft3oC`;-VMx*wDInQ-HqN^Bf#_XLI^;}y@C78wf z7IiGl1GaofB6()0uR>F1-=e++g)5*L+yGT7anko<6rq5PQ-^Of4kNZTY|i~{jwx4| zvgQ`%D+gkX7bcT%Hn~MrU&zPCdANmTRbGwV$NiGbq?$Oe~RohV!E#c`%R zz)|6nb z6Pk5?(7YP*U;Y^HU}OK@ab!%eY{Xgo?)>vDsA~eZEq#)Obwq97g1qthX?GVeLVojc zyFB70qRHJwt5E6fE|1+3(RBG9Xnf5Ab|{cn#dxJGrhU9CKX{q?$5ZuFyb}Asutdx@ zLdJ4u-pH6Lv6qW0a}NIX3eoBFaLm1Y_$b~{giHf8dfEV9olot8oSM))zaT#_FB>WB z{%%$&Jooz#Ww!=qohthgWvJQ1ZraoW<`0b}s^lp1f^ zZwRNaNfKhOeV8}+o*?{|Dr%nc>~Dkec(?MIg~`q41mQY4VL#W;tB}%P!q|=4nU2jE zr5mrPc5<=Mv}&!nn^ z&h-^v8kkuwh0@wJDmM1|K3nq~UMp?Mt*A~g=@Xp)>bG^cE;7IJnt2GHAPmu6yVqCL z)*2dDjn7C67UM|wE(DLr9^ynlQ20z-hppLHvPow0y<| z78}3Y0+MRL7OS-zFm2?41v=Eps_Sf3fR4kT6e@5q=nGfVMLXpQcnNQnj1-{3Kqiwy zbwKJn3tmum^jHy~5{Z3j@*F^Wr?DW{MDdE`@cJD-u>XP!T-f#iUKidw)BwTVtP6XjnPO|tH2m}Q z{C*;y1*@fbDer00P07o^8Vhz-nkA~&WhgP)6fVj7o8;XFyZm%xM|yRZ(Pvwo_A;(1 zl?DsCfkPL@Z$c2s`-Ly@3RnZDHLmX640-{$mRtBuspZv5=7}JewH`Vf{2~~6rl2vO z-d_R&BM-)I54`j9)sJP?a4h23*LcT)cGt6qKnU%RJppSxIFNVyw&EFw1js5lA2GY1 z==o@1OUCnX5Ujc!QgrgxdEeYArkZCSxi0)IDEi?IzJ1fDk$t$oB9C=u+eqd%z@G~9 zM8lE2rCcpt^usx|S6+JDzd*&zoG}P|5ulL()*soqQWuJozN0f!mAv7~Gn@RyRZFuv zl!!#_+EY@j4zV#+7(LAQAE*@>QTDnvJ60X*x>L%j0WU1rWvo9($KrpUxdZs$IqTx2 zo9-!!WUR|{`lKDJv}oOyWfZDBUEfxJS#n2>!SrDs*=x6?&9~K;@Lc4<>s;Nc`B2yj zsL!wYYj8;)g!o98Ua`j|h4`6V%C?uX@@`-Af2~ZDht9<6qa$MoTtDcQ|IB>Aq27tY^3Fw8_*q+2`RI`^49^llKG{O zI*Y{zFv1DM31St1>Rc-N;#jgJKTz(^ia(m9GYt4lO$J=rN?Rb`u3QR=n`K)# zZmYr>=E|XBW;4~3N?Lg*GtZaq{$$_yA_Jldp_bowB- znmUe5nf3+6d(Ogx0CcLzFpdwz4G1T;K6+@%l98U*T7A4g#p0d|O$A0=>DmrEj!|m) zXPd{k|3JP~FDWmc0QB8Pp$EAD2h8do`U$6|5u?zLlAZAhQ;KYx@SrA3QE|U-tNo+m ziksyPxgN^GqpGHWO=-n*UyU5yj3%;`10Uy^$2bV3yI21q5jws0K}kmFF6_`aTz4hpJSixecc@S0p!ag{k>=EM%A|R?NR@z4IGU9M{TXc zziQ27{!t4O?*CES16%q>tvWmPAGKf$vHz>G&&BL-JNUs3Q6TV=W=sE9wNFpnKMG@D zfJ$l0Pg{XU3IG3on6v(CQq&*&Ur&CYzd(MnH5m0e|2o(#^YcHiOffuGN^h9s@js6L zj}|$*BJ%%xME|Gj|KsWZhX!gsnc(KtP$HxHf;N929d&GFE5vZ;AZ`oHDG(J=teMyTpTTw zgxj%5-t`i3UUKWKb|~H-sKqQiXsi8PvOh5Nt&*k{ANUlh0UKx44jDe>0s$Pzuc6F0 zT$JF7v+OT{`&xB6chDiYt-{OTT%g!4kE!^9mx$ySN)qJcaj@l?XYBdL1v{1y@WE0V zT=X2u&f|Ph?|eN7SErxXjG1;!Sr_Bz*bWnT6{>Vn)nl}EP*#|zIveui)bJk{VtwV0 zUa(c#{6>boxiVNlo=UU^AIIq}(_+9mE-!muK$@b3Jt*^#eWPz;}>Rvm}(i%3FGCh1DwuC@xYksi@K1 z_>3OG@UfVWB9k?$xPEMKgKopPiv*o+@(+!~#Xd2`@PggZSVN8%?+-nr&8RifJkhdo zXLc$pe|yP(koVjDdNMBVEiAN7Uu@~n=0n9Az-tVyA7G(h$@M)yJ-0+6-GmrbJlg2h ztAhkQ9_;Z3wexVPl#`Q_yif#fF-O*QL!(7h1}C4;PAD6eHfInIe@`hR3rgV|l@gr&E0RzdF{Q zO}>$@VJ00m%}!z<4c|KEv{0uA`VDe&XAp0Cn0wKgFqP$?wkLwLK+<{8+u9#sCr7Yl zT}3R`#l_@+o$?r9Yufh%YQt{lH?}|~DPsHsv^{!%j(l7zdN=OQMa}sGlJ+!5tP5_D z9c5f!=zf!=apDY2M!wn7KPZu$ImMy{O)BI7UsaRKcBmXprlJ| zxO4-r5_+)j@W$9S_Na>M4;7`!C7^CQOi~QsAo!D9b(a5uD`06`I<{ly18z|f9!$HG zy8z1UWET&~DVyws6v`#kk3kAA1t|l(LL7K8Nq>{$erq66XwXX(Ks99L#ocGx-feL| z$>uhEEnUq><=i5WipwvbN>Tl$U$x39CGu z43N>GinX|_xA(Q_Y=-Y00vk*&`!hpA^%h9^7Q@I&}B`^$&vANN3Z zrshqXeqUG)n>2d3wWG)={_6g6;lHQ_Wvx-Wn(qVA)b>(g49?+2qTQscd|LuCi_uO)uG+A z4pdYFAt=7_U*WHmQ-*UaMC5eN?q^vsjXBR`D)#AwF&Sd9YG5A{)Z1E&m0? zLNX!4K;>QVY-ApX>8akC4Ct2)D!x{)0t4ckSeJ8Mg%dJgd{sk*(sr@-NTxpA=<9x> zv=^0Z{)J|hK5uXhhR-|n4s5GhhIv4!2fi1G0BWynONG9_hd6ynHQ;lOg}U(^ z9IFNW4yt*@>{Be&3%&b z(1`{v$_Jul11mKv-rNXPe@n(UFjKf5r%-=i`J$tWMm;`3U8dUS>d2aicsN|hGdOX{ z`xr_nm9mj{JD6>7O(Z8AjtI7nHABjXEyBUtkpuY>BpU%oaM;8ywf%;-Vav$oT*0@c z?xTDI&xq8AE7gDIjSX$V?E4ZSL;<4HaA$b8%v(ioA@uNq!OdowluN(~YZ28T^L?oW zOIP8j*$I^08Y;!lVdLOYwO|;VbnvIm;cxERts zHv4t2F8PeotXUi=?_(8UBSxGFIhBnMx`Fc}wx6koO9t_`YJp?ogc0EtY8bX~Hfce3 zqE7c#VMbI_u}(N(H&6&0F}z;~zj)qd%Oq~ETS~ea2k4mj9c$YmYun#Z zEUXHRQLTD0%X+-6#||$admHa8DL>&SZ=cXAGxpE9gaMNW38ZC3mhm(TPDW@cVdX1m(~P$^ zsl~jy*;-E7eXYj|<}OZnoyfEe2}$X%e`;+zY(1UQo`%cSqH-_VkY(L6>9zvnw_!H8 zJJjhjqfh3p?xXLv6E4sZksQ;@oEh%Lm2aogB9>HV`|c>2`~Pi!l4AFhhP%!mr=^&w zjPuJW;MEV0RrLLhHItYt#IDCxD6C{CcoNw=Xc&pxD_$Euctq1GOs5vMG>@!xTe4th zrzsMXB^Qhgt_H2H5nh{_X-v$Lc>HO&K+J9j%cy_n%}GM;2r< z+?L?`*(ZZ|a;Oxeh=r~T*I7ViVJ2pbko;kk(lu}qvCM;4$0^V5x{;txFO&?DvM7!Z z@kITiChd`<0UI@oUcIk%O%(fmc8mIBh&J~qmBl-~6$_;Wh&=dvI2Ovm1zk_^C>W7P z%7DCR#JXa$k`!2FU4l{Q@Z=i9PxI))R1zw*fdvuaivq48iZoZd1x8J;d+)wCiq^Bc zxogH~FDDskBlQ8WQYnG^2}%Z@s^@%kXnAr2E}3NG`;;GgE9J+DquxC@MPI$t_U`3E zK^2G5nqSog8aV57D_#rY)E@q`=X%?EexiFQMUw323?^G|;LPvQ^4w^qmV-A3a8~er zP4zvEH9CMLfG-eIPDsZL^C7~d z1X7OVEEpPC|D-160v27heI2qFa|*`rZ4Y%}?~cq&Opnoi>clcW=R0I;=UTx_--k3a z3S;z&^^zR2uO+A(BP6rReNr=vlE~c^b+tfD$6hrdWNFZ==N#l|>aqG`T;>?anYUXV zvZ40aSq|!@5(|!aBMqyYQ2WmrjF;-M$gr5fjf|`xgQ|9qRW2?eFhbh&3PKp{2qu9CjiFnX_P&QIUzAfGC^~6y{^H^|jX(h77-fvgd>7 z?&Y8jBd@(NOOE+}tIQivb?^EP2%Svy69ecG9Xpa(Z&CuS5uCHO+@|E{zLR z3=JPWi`o-2qwMawbUj$FR8^x{+}^jbS{*Tm}!fVZGYUoFrf*S_uBZP z6wOTf-0xYT1&`IPgxRt%IM~Ux==oBA{^k?7=7wUp9_5s2%VdcDF$T zI=k!4+K%9}NbA`5hV6x30^eAJpVnHu4gV~qAT-^}BZ{)ysxx~|FH0LP&ZEzzO?nrN z>vB_r5eaoqP&-7tf;a#hp;1-Ijx_QPiXw5rl!d2aRrcCaaaQzEHNUCh9OFMjGeN-(tu+HLT zhJt+gKwdj)f}qo!-j%qKgZB^sqcIp<__dHUJ@VbVRSjbi`<~D?u$U)U-!xGF!KdTy z=E95{%T}lQNO$5VyyYL*xSU*H_`PmUkQ)-NZ!*Jc$K6nnOQl^37V{O*SuEZ7eDoas zsYG2g#>yq5B2nZtXf5YY5bPJ~C`r{JsK4I-1|rQ84{msWhiqz zdrD?LAFqE)2ze3yIlX9bVLsvo#>lmgWt$Gj=ER6 zxNv6{8p|L$t~{~c>s-~x{`$AI7Gc_X9qr~~LiOJURL9u7Upm;FTbO}Gz>m%=-qfhG zLoc`F$b2yn%=Aud^1ScqdT590!I&Ewb^Q~Y@olS74{YA$Q5S7#{klthFXNJOykV%r zrHdCD#Gsp&{d$ptn-b8U4GLn*>0%@b+J8} zVTz6R;nS3?VzfSjy7WGoT&}4p`8&7*B>d|Ld%s(JKAn`-&wUtcm#exmHF>(~db9~? zy6t*`NcnHtcDm!erV_%DaeS?=@VnRBCq++>_8J8)bWzm7w(86}j&Z!nn+K;eu(Obg zE8xA2E%1ep;-FE^<5!HlyOOt^5B z@qDFfd7NYWIKBhJ9pq<9vT8O}WlyQu@QP=vifwx(eNjM9)jJ=jPAIKSS;P+!T) zeLL}K6t+7KyitopAj|jyxXLiMr`1=^Ity7PNZA1@8*083=mYr)M=lX6NQ~nXXnYr} zo`%L^9HwusoL#(YmGGwtY#KxP-5tKrHTnHg4?DA&5E%J1dFe`-16YmKP(`)4#9xj} zPheHNY;AVQ|3f&?%ddrq_H7FRhatK+m zujvP}Fj;ch3nc6#cwC!!Ae*~`aAdY##L*;7MNXpa)r$g5n?9PKKiR?qxVpTqzSX%# zDK}T{aWhj3#N1|Y;-o}+#=M?6E-5=Yrro)=VF{|7*q(+myiCgZai00-Y?Yf;>*3x= zPiZGMzmHifm-u#s22!B(*Hf1q7Ts>*UYa06HK97i<6XM#!&>0> z)Xm7A5^=O8uc;2q#??1_Iko21>FNeGt5i1A6!(%b2$1MxJ&epwtFv06+cNFRW&2E zJ72pPoJ_-?` z@D9k^7zj&ybja|E85}Un+3T5oc&FtQ2<~NUxBr6fLfw8u^)px|c>4^&&EOyVTEPba z$utUb>q;ayO#d#7@Zh4Ugu>-n2AXC;wn#o|Ii?;{FomfN(N!6q7Q$gkv&7t=8y zjpS!Er&`Z$E4W_c_0sBZ9R7*6Q&8cXm0}ppwkRJLbwJsghjBG%s_A9AZB{^HK@hYx zQ_qYQSSPpUu_AHOdNx%1{FCH*k6qUL6Px(RH-jSS93V}60}HE3mF3WW>4u#Sej1f9 zA#;mwsM!y!daT{8H=Q_OAAA~tM8oa)UZyLTA^gEkNiw}#;&OmiMyU-GC0iTg3em=- z2iLR;_QzfaD>Q#a%!B^ZxF4WS|7z?N2b@G(HqEU9xd<3HXLt(791(U<$er?s=>YE9 ze-6Z+{7=02Uxhe?u!;k5upP3`yLvsSPd91HFUr9{uDF8sY{~&x%=-`_0Lp=+uCpID z=993ONs>TtqMIEjWp<9npA=otNrNl4VRi=v z92%6JDxx$l^6KNB0MJim6F6_(H?bg7{#JcRB0_qd*_MF+H2+I%l-O=y_b^{ddZ2ukJ`YI&u^nfPP?zx8@fD$;LBGQG*R zJ(SRM6FR=m9!D)#?D$WnWYPUVlcqC#hq5*AF3N*FkhQ?e<ygE*C+lPWzeFx@9!wLK8MQW=gmam3uxt)y@nMZ!1ocBL!PO<8_ z-rZE)bLrR#hRon@G_M@Gd3-wLg2P=`%ljm}-d&*Fwi<&vg>FuNyjQ6H4J17IoSIgU zS$*nv^ax28>#@3WAlUPGEHz)UA)Wf|xlpX;ELg!=TWAu5Q*OwREiJ>e$-aA3$FBWA zS!>uU9jivDR=aDw4v+N^SChFi5D0Xfrk!_`XBm`F9l4>QpeX`RtiMjpLJ_?0vIgrL zM!uoN9yy6xghx0SK+8QIo)HIv1rL(2dLM^dX^l@QR+#qK{*C{`*PF*f`MrO@NgrB7 zQVa%_q*5^nGlWV=vXshFWGRy^#$+8!TC8JA3(7D_g>1>b3}u;VVaC2MX)yLln28C` zxksPR_xE}|&+GYb&V8ayKI1E51L(BXX;(Z@P` zY3(hC&O3lL^t^mq@Me6=l@Bi2Tlo=axBKO0A8#(~b~uS|e=d?`kip%6H}CB9g07m( z5uJb<-t;){fShw^-{?b%Jl|QO4G^7%h)aOYdV?&jXjh%RqwcZhoK3L&DoZH8$7t=l zwRS6SY(aXD+6<^9U-CjsP43HL@fEdG{fhR5fyF_4ptT<&6-}!*F>(O-Oo2fLSYDsl z2fY*hx*(05$S6s+tepJ(p_&-_IMGIe>=Csa6@*&d0JDkF1}P3hP^)c-!Xt}4cQ8G$ zfknlr)S{-Hqk;&C9A@*a(jzKgb8aX(biGiHehS#0tUWjGdt3uBD6Q4Kh(dAy-tA7< zzlC^-_MkHj%1qKaJvWS?<7u=`<(wH<*8XcyG@PHIsi9@@05DgE@l zk`Ov)fu?IDl=Hxy4{?{{;YZWu3-35;3KFj@{-kMv3fn2(5P|7b*VLnbk%zJ6-Z(>A zu6)w5bFaZX5Xb@pQ(-;_a;Q}J4H!AzoZiEmDE`dkz2O~42wM>!B)G`6f~ne?6NDC! zazwZenG8ws0a7Z}?ZJy!lTyEVE-dldn)LhsATC1#VhVJR;YZwsJScc-xkGbfDA^B; zctsb#qdP6=ue?_;9`-}-2FYMJL6WIgptk|gD~c&x>n*SKb>5u#OQh&{T{+KZjV=6d zZ^giVUaxV{A*46hgR!h(+q;g$S*>C`PXxyspkToi%_3s`8g_g?C= z>W5y%XTXveqmN zDWaU&I=B2ga=`L+R#wgXKDPMToWx;sVBz^HI#W0etJMHzcHmnO5d0eM}C+}X$Hg>L+;5_W5Jl;;K4e4^!L8B7p<%-ltDwJ?low1!{l*t zdX1AjC2)%HA-j*zTsVSqUeT#R^+H<_Hzl5ps?h(-tbM+9hUUFdusJANyf5G9bOmtu z1?+KPGKiOg;cW?qg<ASS>1N7WSbr*)uTnQz2@8|@nV)E)Uy zxrA6~c(E{`!H6v?wA(lizA#|a96i+M2lg#HJ)DO(GS44mD&r83(*|${;1ACM)+}pL zuqO=8Bvwz2oFN3V-g@2Dd6Nu=6Ygve$B@-$s%P1E@5q1K83O0+sptjU2wsXfb=oC= zoDtxob&&WHWc$uWz2OQPqh#;TC6M=jInUDGX^KfF8k&L$GNkhc>bE%PcX#yi4J~F| z>!(2~9L!go17N^?$G!O6dmj;G?5XDTxq;5K+>u{xbYBz^#<%v_CG|yYhgXsdd&Pr~ z%GoxKIk+r58snZ#_@M&K9*P3t?fkD;TWmLjgEm`SNGK~pZ?Lm$$LLr=P6VjCxBJ~< zGtTH_ETj4LR-r1ty_`!&9-x-o19QSYaYBZxKEF{hB$<3Wrt*6rwy(1kYB%C3ATWrF z<8Du=0q5bZ4R!W7Mel1v7ZTIxZ$+$Ow^@2KTdqRl3dOe6B5MbImW>?u(A~YR%ZJSf)tO7o* z&O|)i2R-~&#VTmO%7+32>mH2x9Ad0BqULkkTfb}@o1cNZ_O&O8R641lL#XfGjO4n8 zWY`gB3GE~kmQ_(fby5)&xGc*7-Z*l%tzdhEZ zLxo1d)#?$Or)@6KJKLe&FU_=h+-Ci^ATea~sLg1tkb@esA+(|X)_4xv;M)%Ttr_`Y z6Wt~Q6`pF=Rf_K^!W%oRjI^@S7b%jbdd>ZUwj~W%vleQff`#Xi&I1$Hk=Z5dvtS83 zL#i3|yMbKZ57KrXd2I&v)L*)m_wovKXVRaU?Rj#q>rPCs2b~$1W-MT*0D}`if4?vO z%Pxg~&tTa-u;gK<$a%+?zG0A{s$WZzXNB61G@*+gJ{T+- zUXXtZ3&W>@j*?>DGnJ2f-JpIaI-f>@`&=g(2Qz101;Fm4-cr>hy2{}VGcVcm>{+3A)M zQj4~LmlNXms#V0)@%je?8P~jp;$Bp)Nl&BPGW*K%VEMxj1Ee-|kFyGX#j_u6&GL)J z9NK_2?R}*4Es##d?7PduNrK68Dm}I#k-UOF)o#Cm{TjH^!99aupH@kq%--X8U5Bt^ z-#lpc+A^>mV7gk=vyeMoH7R3nyfjV$H!brL|41N8u2cvJB{1dea zbF``m+p1konuEXKR*+$onS@g{L zsjK4;apkKL)65(!lG|D|qv?ga1ZbGk$%WpD?VuEFC=_J5P%6~e@D5-H_X02fPU@W% zGM8bx_Z!TXAFptpBmOXT&-k*jp1Ar>(a-o_P@#QllL)F*1zR9(vS{$BF!qY?=QRTy#n5hR3u>RCUe0O`kY#H6>`FT zn9n;T3**Do9XBRXX5))feFWbo2o1i7T|LvK>}oUUXQx)*0~ z{c>+pIe)9!J2Qt?R>B*Pmopz1o(v_GkI%amFT_B zMgQ?z4zcbD?~q9hIU2;R#ThvKj~_Oc(xl!YxqLcLc}QDc!rpInUEaw<=4M=sJ9pJ^aeFXnqTQomOz|47x7y}G zng@J&;EQ57@~7~J!9mtp)tBgDvg*M+x*hhU%6E6)dSbg~Ij;a>g$it_xfIdg$nWPo zq33s{sA76I@%NVx930K=Xbxt-*m9Q-eNt)E-PVxP?RI3N0P#t7Vu6oLgp}bA#vRrB zJF&&N@|l?9h`LB{NhvXBa!d!;_|K<16f^W%V%?95T2pq=PF8?3$`L zyXDMb5RfrZ&}{%8Zzrwn+>(5d@TYsxZF&4!zWKs|sn1wc#mao1RmRc|HYMemW$2RS zp^L$rwVG7*O#jljFWChwq=(j@YDX7Hgeb@VM?+_Q!6P=rJb>n&XUxBkaY-!xcTO8+ zw_F0B`N6=vf4ToETKnZbIPxTqY_~j4%5TbajC>NzU0!Mh;T{$_*6E^KP(TvpRC@Hd zsnfL2gc%44G2N+0Jg&a*_qP+t;LvazX+;urq}o|j&U zF?a}hhkE?>-B4s8Y4g%j$@?8y=ZEUdhB@P$&s@)S{H}XLeeE`lCfLMvD%#&1c)4iV zpj@;k&+Owmk3W6pp2r)>TPiLOU&MW`EjW)e+6gtA6hoNKZ_;GDOhpCoNRdy?y3(=} zues{mk?!!}40TBXyP=Zlr6iSx{GKg&|5o+nx=fAZcY%YOxX&{8^6911cwf>xDPR)F+8GA`i%!`to=K}{PYb{+DzrjAY1nV@gd0@%15UKS z&QG4He8AFRsk8^cDP6c)MK$5I(t3l*xX=vDUNro2bI3OJ7){_IbIl!qCeu|h>lh~*%4|dd(9=Vf!=1o?kF6c+>;bgZTqTg@9keXz3EpF% zg)QF$+&A}UU2_HPmUZAfyOwix>*$;(UOCW+gQDzy80=X6)|FnryM?L$gWw2m%0x*- zoFPfXYROhO>>9la-xF+iY{uUmWb0!7*fu`*3S)SY@hB0CiJT8;E``1UKVJ#@mW4dMRC%)x!yB68!f_B0Q4%4HhVu&B{dQcjCjtkaXuWbsA~g5~ zm^0=OW7%!;{tT5Lk8ET0s4@uNm_+M2o)VJr8{P>L@f$o3?zOA~bg7g$V3wGyn4#d1Y^EIh3sXDe}lRw6o@sja0`~WU#o#OCMVwwYy z?G&CS!P!WFF^`$L9RtU6CR~`2xM%3kfm_?*2-Aba4(^f+O%kQe^oLQM6o|U@ws)Z% z5;?)w4QVH}sn2w&bGyJ(kGl{Usn2t#WTmI0ZhgCetJuvn!;rp5V(b`&Bmsc@6ZIV7 zH&_hHqD9|+q$9Bl=@AAFfhpK?ct*-5K#OK%Fd8UdzGtJfeYEgSJt$kAc5pTWmDLGU18^#&qYhDK8}84gms)$(A%@R z@WAOSk3*U?>W4KMqLv5L>0Z%F01(h-{)ADzwgcLIfY#_iYq14{z3UoU8#WkK-Rt^WgW+>_8rz8^x#`dJ zaxLv0cka5#qF|0I@zfWx3Jx1rO!co|c7w6rDQ;oL6wl3Qh=}~2 z!Q+EYp48K()}=7sdjF1f!tOY>+AE3%Tx1Se1ydGSYmW=v3AN%lz})ypsCL@X+W7de@7I&6?JdT zfwHSM$1_u$oXbw#;f~9$%CT1X2+!+FA3s@&h5soN6~3k0?}1`9&8?U2xaOdX>imLp zMxtNMgcb-s$lpeybG^D?wC5SzL3fZbC+v4nhy)EuR6WnB-Xw~65t5&U*?@-g>a!&g zr}pYxp*h&EH773JCjsn1@1^#tL)b)iG*g?6h0w8_G?(R!6Mpu%zqkmeH}f zDCjWlRo-Avq!;^- z{Y%q!6~bv1-L^C9z*+gkGHQ12hiNRoJv;~wb~SRYJAm+%QB?%sA+TO=@>nApq+N`V z;``XtV?GvK0zw@630Empzu*&f zLPd89BQHS0UI_ip&Qt=s-Qx4^Jz1^edV;{306`2~7BYAYz}b>5=%UUCoQc~@O%O^C zFoxEUGp2Hyzzz@&&Uk;@WZZaZ=0F93bgy&0mZgh?pc;`c5H~?N!^`w&&Xxjh6Cdaq za-_t`HX!t1x`>SZ%Xk1WG;&M2fgt|1Hp&f9o3MvYmY_{5)Q0kvDk|1f8Jg4|VG8hZ zet=|fGzvk5fUD$KLHDPzbTlWGA74iib=4(1w}w1{bc=L{r?QjW)u%nj=2Q8F+KvK@ z!DZF#KcOaE6HOr0X$V3knnSWd8(>x!0&Xy|oYmV!Tf^eIrHa~DNd56e3hh;h*;T)| zP>ZPzu&e$lvD0}ovw_YBLR$w zTf@zUXEOp(ck+KN-jT}R7I1je!?G5ORYe5PHKvdfL%ljK9=+{eqhXy?4#~s~<=^lu zrPRjJ-Cbu-hvOf28>f1wT)*VUYkod9#-E&WnJpVWMh5A;6#s#4l~R<&k^|-J;XC+U zpVrXaB(oEhvKGf6IG|NZUUk%Fn|#4ySH8g*y47a=9AW)m-yIuvVqcar!xRmvl29u>TFI_8cZ6$lmB6{Ya*b?xm8L6 zh+R^$e_!NNEA@<&+$9CH4AQ;%aU<{xYoBw}c7BQ5W!kVnk=%2n`zPN2=7P(jaQHuh zUody?^<(qw*F~gtEKWmK!~!%wFy$fLOq~0Gag5f%_9Lx#%5(FqdSC_Z*NPT_-OYW$ zT0u=0?2e18z}A_()Bt>2ROL+Rd-tP@~U&kAu|aL<62^IB?=hT9apC|GCFp4fs|0>ShAPidi5)3K-xZd4MP9;PhsBEtoG) z&7Kgu%RC#`ngq7ph}i$MUedu_fPp>ac$p=zFYbXA^cZv=f%os$TSY%90eHjm{Rv@z z&XrnXhx*fyQ$7*dzkC=o8o8jNu1V(TyrCxqH@*7h^G@q}sWeECiW68p_g@pPmD$>PuQ zEc%B)OvR|%(@c;3P^Thn(u5g=^?JQcOPktdgx@U71jT*;XbZ_)X6TNVwiE!)5EF_? z(WIHu>sQ_j+`LjJS*YKWY_S&(;DIlxQwfS+H@SM=VcdnYmUh*McGlI}h&{i&2lcEx zEO;1Zdff9c6yId}@c;;hqPrY^Y>`Q_I$)R~{S*W(&9)hABRriWUY18KNQu;l(pHUu z6{}QZ>wfAJuawrnz3B-~`&f*JVr^U_TE$XhA4_8hCJ$Ueb{d(IL!Nlu583fp)m!tH zLk#Ae5_qg;WcubvRP{qQ6{P2cUvTFp6%c-u()w<1dd=)ExJZ(!ci?2jMrs3+-eF4G zw&kWr7UsT=D#Rk?_yf#w;J=dN9`*UWo6`d^qQWzvpq6vZY}Y36*rWeZT1Us`^kiV! z`DLq8hfLWrbUds5fj(xK#V7`QVv7*hWEk}{lI|LOlKjx7SBcmG?TUYi6^Ovic8bXk z7S@=6=hDZ|5}!k69Nn@l3}D77uwlpo&f;6BPN~4A#=PrC5p`;LLVX>7S+bp*QS_ze zz%5dqMKNWkvG4+D7mNezZB->Cp$w zWGzO~H-yXzchePpN&2`UH^Z+Rupj-a0vvEv0r`_2{pjY*-zB=L4SbBn?f01;0}t3O z!Q$lD(26-D6~XD10RGyv-P1`;y+<8Suh_}N*@KuN_v+`&Bd!8zfq8pYeN(o8c&U`< z8$ENy;tBb?D75Ne^d1oLlT}C#_}H>QpD7q?9_}qVd~hEsmi&}?z{3+?Ighzb(zjF` zO!4@X_zH?bVg=zs6neXTYG(?jPCnwe)(%WfhkgiB z{?+_+l-5i?p*R6tZM0=Ez7G}!)H1v6|M0uP1k+FAcYLLGz(#@W%$?Y}Nd5M5L}2Xi zvfY%ERSFsu5YL6zxEpkPVI})D-FWFG46B*i*0v-ip!way^9R1OWx87`z4D;YGnO$4 zN^X!wIp7hQ>Vq6FSO#G}ZOHman2q5Ro!-GKFoW3E6j8lN`xZ18$6xyn(_>oKq}h=> z`ezYjRmi~fwBgjo%+qVYg^O8~0~;Qs4rG~-E$M3w%jLs6!d}za9D(pljKaO3Az>cM zyP!gAAPG9Y6u!rkKzY6hwsPkUElldqIQPQ9nPmUFijlx%P_2<(39bAIk*2btD@PA>!UXb5Vh@1?=V_0O>>)Csr+^D9Ia<}jLnkXmaC+M#nrnhbXDX%uoe*nMBxZxucf5TS%DDB!C40Eu%(w!5? zS&zS6j{!$db~;Y4+!=F#hPNodeiIWJ23OSFSDn>OaxKlBX+gRs>tkKn&4GrVf6ui= zP3;~VsP~q0<=N(o4u^bnHF$^5C+`DTXU#Zq@NOFrv!Qh?#|RufNsM=>kTQ{@`ooF5 z$G9w96WV|v7)qGD%dY8gv-H~z7rV0M(!*M=pABiUKjOUiX&Q*BnVpVZF)G;(Kc6lI zg&2Gh`e=j&!7@5sfzuOqcNw&hP7oMGE^cR*3l0Ow1ixU{<=hGsYusyCEWX*)Fv_VX z#NZTk1}znrBAZ?9H}UH0vdIW+VJ8;V)d5fkkvoxmq4U03c`|@pY!dTHqx-m0SI~v|vbp_Bo=BWjg=Xr< z6SmvHfq-rA=W{A7{};#A_-3o@RIcfM6>;|AZa3vc=e)vO)YeT30^Ini9|Hrg^zuD{ zEOq>OiKjYm!VP)+tjfQSwO0GNR_k6nCDA7_#SmtbgbZ}lRw9FdJ8)w2<+y~uHNo~4UjFkz(e2y1j@@x zP=h`17Q2Ag(M)oW#8mAp*x}1H?(gQ&TW}#8G*gVFH8<3+RixZiaQ#|fpJZE5pY{fK zA?`rtvQAqpY&oQMC*qbZxDXt$Fr8xk0xYs}og9%I(`6Om#lziosBiy_GNwB{phq5x z>_Y)SsRd$E)KH(6kJF*ZIFTQ7%|exnYwe}yAr)-paWFR7LYIUw#P5it2d=dKW&dCf zs@6hQW0?b))2J9PNW(N+$W;oI>q0Jq)#w#W)CmM|R`^X&z*m-7hi(@>Cj^n#4cID! z^Y)izvS&rB;?Kq_#@T7}ckV`&+iPh>Cz{<7p%*WvBTD>4E-_zo`Zo*uq!eM>;J;*q zj+zEMA3DPkS4iJpp!}5a30nJC1#4zM-=FIncr|>{JK+qf<~iij5_tM`9OHba%<%D& zlKrTt<8fYB!S-Yv^|B86Lw5QT%lOyK5ET4H@Hzr{wG344zt5l`>C=bLn(8MZ4;c1+ za{+q@P6%I(=u)O74U3C;Y|$L%3%sX}0N0k*f~e2Pw_q>Vd*vxHdXz#+gHS$}`7W^G zC?o5CF&fLf&+~Q}uNuP+XV8vV(h6`fz>Brd&yDEyu$bq(d;Y$>YdEF*221wX7g0{X zRJsoo1%6x67S9mh#Ox;5(=w+tW|^g@A^%@i%`UjpE+U#E{v?nfh$Bo819@(}?Hj4L z!FCH56A?%#WpyAOr}Y`YcZUGa>xb$w@rPr77siE-Rp^9$GC z&EzkmsHL(vM#=%6GmIgUc@@PQMg_wkbd1&k;2>P*TtXJ(4Pom)M5JL7KjT==))LN* z3({57?Z^_ho3*wH(8_7i6{OtU6kc%zT2s^Cj|V!t{8w{Z`$OSS#;Bg#rxvKj(WSQH zg-Fgn#=w3x8TMwYpDi0&l$`}vv`Y$yUj9qR>1z2OJ5JmGEi|=+OMpP3E%A`i8Qnn+ z{#S>}JjM3#H#{BC1sYW(dXYosH)t(CF!fAF>D^Xio+vX1&qL^up7(7xlp&7}-`Di7 zrFw5CKdiZd48}OlTgRSv*bp7})MS#Dt&;^JX+f^5D>>32qjGw@Kvryr))b-3r1qDiAZa4o*VDY@%C);Wz1W_-HhtxKhxx^9m-Krli>_q4LF#}~ z#XX04gl*fO>_9nRL&(z5WJT(Gw3$itloVKuoH z=G@j;;qW)wGn@5TT>ZMw14yB16@|LbfrDlsaRi7pBDK}$hNi_w=#W@76ZYoQrV}=u z)#qdMNOaF*DA+~Zlk&C&&$gB(<{WpHa=8L&_tS4 zeUWsg8;|Y}D?S25gYUS$Wg#3^M)*xYsjfBSn|3gv4Q8~e} zK@L5%D(?xN4*=VJJg*o=9kp5=^Czj3;Fjl5#d%lWzoOk9|NFVhcv_uM*zb!Ars4v+V*9|+CO93& zJ*C2=-8TYpPG&p!mkwDrl&Lzjpa5NXq z^0YCC^ZY>%S9RElWuNN;Nx+<0?O*91o|7R=d{CEV++#g4-k#DJ8zVB7^~Vvf<7VgP z2rI+PN*;BbxBH~%*cXrk7Rt#Lu0~d%`ff3jTAmsL-}igAY$&-5EM^6xMdIOpd0Y{G z+Ajs~#TQQP}}5CBV#WVvg8>^FpH=NK$6UA(j(9}4r*nf%MjYsP1F@qU5DnqYvv=W*$ZM7Ka5 zb&*OXpw<~`XpTWG{pGbXSN0CQ)AR>WlSl0t8-}~~e>9OZ2nT2CAZebWJnrYD9fzMl zsyrC#p9IYn>u#bCzW!godhf!t=B(#z#A-9l+E8z3SF|F4+qy!U3=@}(M=5@LmIeMT zbBdSkvaqJ{T9#lY`$%54i$N*Ulby1@?Ps$?ESSG+lCi(~%E0IIEzICQ!cnpszVb4Y zc*rjoe49Dp*=q$tj{3Xqi<1RVqYt1F@R-piXIF}2O;aHDv}=KToM>OLOyFo%sMGuv z*wc-$%sW1lx=9n$JS|>m3C?OOxxwpIAQmlsDEqv!!PStTI(v`j)e~DkCwB&}q;(e> zbXE4E4TWB4<@vKm?Lw=DizEk>RQ=xSkhKT>8ixX=o#ejC(kB4dIHM+u^B_m1%4rG zp0=3d@la2D|26slm$M1*KGzUlQ&RmM#(e;}#<&N3SdeZ{|B3{eI#vcg{$$@#5Eun1 zBEYfsU&b0BuY}YH=nH=LL+zd6s?1wgfBlgbO^8$*FK+GOTK9!sn>NEleQW|&bnDfD zx}QI`hov&MjTfwtqlW4g*6UGsx1g7CVzn{G8^Q^C!0%@QUmMH&eOZmbWtj*m9}$JY zB3{y$IQzmS5{}^!z&buTm;|%Cx<}eqj(y<7T>Agg@X=FI;KRD6?V}7zJ_rotX%2mG!MI2# zY!s4-xW5%K171ZR5MmF%`&X+L6$)}~IfAJ0yM+PBpb8QT{sQT^6F#eD_FQuteq$!% z2V61Vs)^dc_aJWbmZi=-EleaZ)JFiTf|uOkMe&F;z=jV|;Y9wU(rVHSQWTDZ!FVeW z_Lm*J1vH1&n8~_IqY72V!bm=FWn;6HX`Y{iwmz92HM@Slzlx7(m2(26-H18H>>=3VhZ9Jf2u&*d5HYrJiVj>ctSQ%U?qF zK&~vFES-NScA=b+id~T7h0Glg+|$VH?>+0d7flP`6;s)6cD{fU)@L06-rY?Y5uD8k z=EOP(uP5h_imdH7Fv&l7m4&kXv!@|v6~SG=t;AKTF$~rmkmt{1Q|3tA1cE=;L`-K- z2CrOoB+_v8lRQQo1CO63ryI&N*Nt1)*9|1>&yCDS4W70GjKC=l3+#+zm6nylCzdwg zM^&{3Pxv)PFZ8B%zPyY1UPitBy+5TrmZ><5l&@8kuD`nic%x2N*~acY^1eSRRK-oS|0#;lL|gbb-0n#<{j&9F8yhk z!Sl^vl)?O*3=(Q5mz`bf_y2dV7`AH@ZDZtd~eIHAWx|tPFSqG{li$23B!Am zXn8I&e~zbaPMHr)DGx-oOYL-}zjbaMuoy)ts}UMHddzWV3$U=!98>r&%1&+Jag1TU z^xNTijkkW)U8jX+hyIiid>Rsm`kYmWT=EKD5=7+X0bigfLh#LoNAIb6^~6}?+f#Z@ z;mnC)QLOrr=6sP@$rSZh@}uroUpdK1sqQ`g5WH8$b{TF{;_e~ItZ0-(!dMqIQqsHq zC)D5*?{|NiVZ(SZ8f4j09exq|U*q8y7JL3>G+gnF6^W7tjUy;RlB|&2f7S46TiRYn zi~(vm)d^9TUGbpei>8=r#(>4ne>D<5?naCquozg@38e@b_OrmBy!13x=a@5cqH3Qb zjiR8*PDOmO_PGf$qI97n^)^#dRf=po5B*7s`RzX~-&XO@V09kb-K3u(Kd_qa1mDD} zg-HVN(@J->IMWF9ZEg{?>e5;z@U%1U$?^9vFXl+IUVMZ!frOg?)cd^e<(t)J~P+-RiNaKzBc( zN22_Wp^kHjjm`E0NPd;?cB2z>%0gz?0EV!5!ZGQI`FG0)ju@4i`R=WpjPHVjhan=BI>kKZ^&-Ts>-IGqZzF>D_3VRlKs;*H9FSr+)a8t@b zvPV|?c{h5rnFo3WstYSZ>q-x%HLvjlus=UnM>MIk0SBr$kKl%6vAo4Lb_6aE3jW*_ z?3y&Nz@#WV6#0m3D`-|HPts$dZeUWzEPCg2bv2Hl-s>zO^Eo~Cat6A-kn-y&;@k9k z=dUJ6Cmh#V=cL=5UOa9a`c|Md2;4}TmDWGg_Nm%I$ByfczBW*;8#||#GU~l=D&luR zs=$M;+YdWqJZSg1*P&VAZkNZXQ)goRzVL!P)Mw0Q9g_yDQQxig`&t#$b7X!xCe4)@ zkMa)pb6j^~*C@C<5)XTyZtQNO^}QZ6E#bw7fSI}lmEXu3%$~6RlyW5BW%`apFOhC* z4B-jty``)#F&-hS0yH|YV#)TQdiAx>Q64lIx6yad6e=Y2LbcAi+xT5;qfFccE4xPf zW_xX+f56+pTgt^?%3sn}vcg81aAwI}qZiS!pj|;XgOCPNn07yw>lklY~_waJXJcfbqdWKLQC(xU%U!t9_)D+$q8yv4Ye?F z3WcVYP*^JMdy4d^igStUj=#`winPB+m&dr1znY5x0aH!97{0}FO|(2FPoznOH5 zQH_=;4NtxxSYaO$ZG3cK`e%WjfsjY5?E70+AJ3i}qK9jFN6P3>6(m_bNY$C@?Ma+d zKYu*NbMthimjcAJn$aWm3X%fw;Cz7@nDC99 zBzWVBvUSB7Vqi)=f5kb zuWfU1MCLb4t7f2!lO`fb=^?Ds zXHOrXkxud4VT|MRUd1X)oUKz66YJZx7!Pr@$W8tSpg(Opfz3@ZzARW^A)Ec|chE#y zvS*aow?3U4hb(}hjUIqulD!?D<7Bkj3v3eURNpEE9`mjbKwnaz5A({8x}zm@|6K-z zI&@}531Z4>)OwEJ@$~52IC(V47#{nkZs(o+7&58Gq0XOn=wpyt=rM`!!Kl{{y+atU zbw(Dg#A+wLH3y61pV?2nR8VW+s~rQyD#!|PJ=Ucbq{gg*_cLSSNNNugxgh<%) z#`L{#uS`eo4)tlK<4BQl~^&KXI>ZCND{UC_vBcm%F01Fr)tc1}up{cX6{fUKaqdOkYkjmoc{Z94>TdC_JL zd2`yT*G&U>n5_#r=UL~GO@CR0j7J5@Mur6(0%wn9Un{hQh=1N~*%I@D#>M}NR!vl2jO?sh~8|y){-~`PnN_c1>`KnH}#d(_cf0CZEl6I5`!6H zYVNNuQAh#$8VVvr-bCt~F}6!mb!_VE{y9F~nJZ1)Qa+uQbKbb5da83}B{q9n83s_R zCjhkynPv@s##)2_sWtY3SZ#Nntp-x?BA5qiiU5dO?is9(V-ADwP{HVH@$iys6#~eF zOaH5t3qM|B^}nLpM^qW`@XSVKMhyW$L0_@2*BEc9?af<;RuR{L?0*G;@_NU@N~3?t zb0?Q2%OR8c=<9vq1=qN>XFeQZKoA(Qt7OLZP0{>z3B~aT2HV`sRPp@R9f)9k7 zsjDNBTck_M3cNf$5WPcGUUP7}XEmE?ks_fCVRLJ}42-ah%vbrhR{#N1bImN5hGah& z0wct^z1zSp@?YX)Rp+|M26Us5i4eM)-Du3mf4d~1Hu5~S>6S)lq2i;GYuu$V6xjJq z{yrz_0u)&=_i zF|yjR+mY2-YAJd&@*FGLAw>xlJ zqHE8`SzWz=q2|M9;LlATz;TQ2d>Y6ir;wG|)PjLY!rvO)ZvX#S1q_Cu!RXlY{(>wy z@IJM|X->fIqub}8g#8L7X?bPlFvs0RT(C>i7mt@v(U)zfP#U^e?4q4f0>*dh%H!`VZ+qV^ zK7cCK*@unP%ntgFa(+Up$-nnB%H{k#mgLHY2EeMjO#SXZ8F8ID~+=W@VQCY7nOd&)cltGdCzMAeVrWy&pf zAvuFdOz)HA9@E8)Bxqhw1|ViYUQa-QOT#p;IjiZ~c+{NrIWQ=I8LLTYsMsa%3a?Q> zgk4FA$)pNT0d#G8R=x9>%f616oxiwOSY4mtL|?AA;c$gU&G96KiH@p zx*hvi$GCxPj)!mLp$qX=&&ZbV-riikXaQ0WBE98d@6=t3T+{Gc?iKXywE*&0v&*`~ zxY6g(8yw#i0cbCKsJXUht4(~4j1!KI6Z=H8O)IC%s&2!piZ*ns9Xt}5ALnUruJ$PF zJim)eUT-u^DIo7uub3VWLpkKOV{zZg6c4b#8sg6lWJM!N3}PoA02rfx^tTH2G5RahGA26r)d07xMxR4 z9BBp$SQ7X`rko}TXSLw+}HQ@8$z}j^KA6uR8A*pgdb(Vt`PQDUqQDPC|z!N&5$hb@bK?AQmA$D z7kM3@A;`A%g8YjtpfuVtyN%)l(x!6CB?=9O{XYyYYz|H$v8EF=y=2Vv*%ji%=zca^ z-HN2f8v=CV&N+wUZy8_XEb@DwSCsCd#@6pp>O--!SFcSpAyQf~zc$%5UFti0`}*)xYas`(pSPcO8g_>6rQCZyDT8gKy+3lD5pr7U$yt0% zo!eG^TEr#c0-I1yK%9Tp;#G~isH_D)l0;NOG~JhT7&x0Q_oF*MZ!!?xFc;IIj8L(2 z(HX)!gXq$w3VKYPbfe;gA0_$Z<#TPpc6;q^g2d_erqpA62=+7kxjv+? zwVE=s6KAtJndY|r9-W_)c38-4G67cd_Jm6D36<)b%i9?p8#WpMSAL0{YNtw+_NO~9 z=A#$&0ga!jsR|9`W@}zjpd?#}z!dvBn|Ljp(5&_-^q>-Ga?P<1b@)>x2tD9YJ=u;Y zZsKv;yP)N%LqE4BfwoDFQk;QYJ@zBW5HOCbwCugBHolWLi0Z$#_K7!e5Av9050iVu z8$uz@kTT78@?Qy?BOop1pK#teHngv5Z-vqRA&68vUr8mj?zeZU51B=gn`Jhy-m7(W zwyPY4+iQ6T3z*%TN-M68razA%t(KHC)uhXZ*&3RM`F419GE_$R$O8&d*WZ3!eO+se zyuQMmxJVLEn<#%NmPMyG-Yl()z7Ps$>mzrp2u8GD4G4?IHnjwXe!U<5_|1-jSH`zO z(^@ZF`h&`lc>6KuP41R2=g8!VPDB-{X7#G}LcylsYxLcOs;be@2Syq@TxRDV)+(Q! z6n?P!$w5tCS=d{6!xffU!1^LL971VLt4s>%UZ6wI*a5Hn$hOjzt54KCS+s> z_wcFs)W{Do&xY)MFaNuz!bbwf*f}|W+EAv;?$(Y8_N17Kq0sEUpK>MrWiP8u0*@+1 zn71AJjtu)^r?D&`qP)YAmJAQo>F75xL|NbRaY(j9a8>Fbfh=3pI%+kliDO#*trqtH{{OJ`=J8N| z@BjF#O(~L8X0lb1v|#MJdMPR)Df>Poq)9?!trV$2w#Zt^mMuxbj3o?VNcL?e+l+lM z%wR0va}V`;e;&WzfA_i1wViwJxzBZ;*LAKF=$apyKC31Kpog7(PG)y1rTyO^71Qn1 zPBmlpI96@f<>4Q_d}ASLj3PmH5KSPLogK#^-NYr?k|!U`Qb{YXKQ81x4WFoWW;k#k zO5us=m(6O<_bZF0m_(J?%3u90Q~4Ojv#iQT=2yI(jFK`4oij-0*r}U$B z=@CVTyiMV%^_^AK-TwxD^X;quB_{dxA2i82C^9c+-lVeNNb_#cucGe&*XqyAQ1htU z-f{Ndh3eZo%ObUs531~$%YIa41uJ^M*z>x^zt>Z4b&bF-ug%LWPtx%;4|S-SSkHkm zsPCYS5e@}hNXqT<X4P~OXL?X+|k zh&!;VtTwyO(Ua*UjY}b-wi^(7sP99m**VgoR@IToN6@Ykf}Cy}7VWo0ea(kIL9(cT zikKu>S`Zh8R;fL1ao>dTcw)b~UY=Zh(mm58)%Fqn#TXn#0j&YnyZz>n{!!;{yk9R>@u34#Rf06U_!Oq>?a6Z^zE3Xam+>6U z632{i4ugXuWA=mFPLk^J_-74b9hJUS?lULlISfl}{|VyO$c^NP%*B2B8d1oru=>m< z=jHu=Hvk>$B$@Yq>bPj`9U?pNbazakVyXCeVN9-xD7oXHn}z|+51%q7Q72R4ISCO zkEgXbH^i9%x)LGT#%_20Jlq{Zj}auC(gB3e$xZ}qnKi5dOs-QSK=}I;1|ZzRQaeF0 z@KAS(Etq(3>D?VynD=uv`roJF)1 z2#i9i^>6RO_Sh}HY9m&lX0t--B1mh9l4bYp;Qvv5Z;s(>K)pH9^HMF@Ttd0rO;mho zsqavA7Y{H#9*Qq_gFS`qv4?#-Rz0Cu^>+cL6_mR)%mC4EyolaaR?;Jnw8GE~y?Ph^ zC`0RrxZ;7drM+FQSHif-gHg4)Mc?{Co@n>C)LIVS5Cf2~UT#*@0(aHEG4#vz#XP!K zu?J?@_X`>L5-;}4VaVFr*i}0WE`B&2953Nmh{*nCuMc*6znJgFJ6anv_kxt6_jvAh zpUEHiPxH}&(&oo?&nHir9EQCvgJe{TLD1fkX^4)GFus(u>D$%ba&kNT=9 zX?jR<_(FyRgFbK3GaQGD>S70ux$a)}nfz`2>Dvz5Kxd3WR5P7u0y}f}aqPh1p#vi{ zG!?sK?YgI$qZ5{XGI^^1tE6$?Rz#I7UaX#yLQ|wwGT?TN_d;A>%ys*zA7bktirMU> zFy=T$rsb6%;S`asfOJQwM|vx4V55kk-`uz*vJIt%`JGJxvSL_!;ZQq??AqT zA$S1(mpD18Rud;{JDdo1PT*aObqHG4r299i-}usdmmcel8Dzf%XH1$tdjashTBS}6 zn@>v$`G)VHqiAmJ1id(6eA&K6#7=v8t>{R?Sk2 z7r;!L1$Kn*t*#qZeYu6PlHz)!_1oOT z2C&O)x?(;83~Oa2H`V1NRBi`Y>ez&Ii^vTs2mG+)49FzyAGyfk57gFRTFAo+pH#(39uE^uK%es z)Lw8ER6E}ZRTgqI0Gr`JwVvP55av8Tin&2Ge$xD&^eobTyy*nP2IHv>m21DO<032^ zn3{}HTXmDnlWQpqNxS)=v^|$J^dghEcykSB^3iYftFu5`qVgq<9|PK}W56S& z8+y83;iz7@?!OFj8}3WDE)Cy@>WqRaF`(B}wKEYc(Llx2yfvARC0~*)l@SnNzw-8#aZkZFe!`J!o3xs>S&g_FG#@1;=!=Wh%UEgj0+4|dM_n}(T_tF zGB<@!_2#_0j2UhWGV(us(`B?-yyzZwme(2-Z#4kcT)>ReI%GsN>EtTN^iaA3Y5`YL zXaY*ambWFBK^0qXB>j=^6zWg+rd8rbHJ=R-f*|(o7{g9%{nE8qt8u-QkIkVud?Z}N zF=)#sD3=3-8+Imu@G5PfJz4W+!&(8C2@Nc8iuyM#k0EW=__Tfhkr|c~(~SEF%5h{D z8gjh`Wl?&%pJaejjLN3WL5;C3!fkvsvh#0Gu5q>js2caL!Ink`q)emZsY90+tRQ&^kV&No;k} ze4>DN$;BwvpoeYo0>-P%L1%Z>(pTCV24uqU7w&ZK+J|%}S2>-6Dy}HYe?9x08x%!t zpD$n@fMxa>@+LdK`3LD%Hf2Z~f~N_<>~KtV!Y`=`N=@M&*iKvBjk`6uk_oQHs_G#7#fjIGqyc{M^e-GUX#J^U8LpQa zffygl8>OIveIqoea`*m^??I{psJz!VH8~_N;Muqzj*sK|DPFI9 z6oD=5_}JPN@cmlx+u*N$4Cx?hE9mZZak%x91e zZ?Ro=FDj?7=`E-tYYGjUXxdQ70nV7nb?oN^YObBtSjJ{}Y;n%{p3pA!`lb#4ZjF#C zGv~8sk^04zAIZWWT^~BQ2pFVjb)>$<_%hSn-4#v-q{g;nV@x@MBmgSY+nsd57;C#q`79G zn3)|Xfz4kq!Y4UWEzUUc-vy^a!E1v-4Z?~-5BE+}g9cCv@-{rrSLUpTQ7rLW*Hq4L z1M7~0Sb1E(SI+N|xcEf<$nO8?bsRw-&d z+~I%sCafv$;)X`=KIl0};BW_hc4G>x4g@(<$8$Hu==j$bdb)T15#vvK2Y$)TzNx)$ zp@-o;2F3yECXMrS65B0UtpenwWI9MqAEK5QYo5j0-btmNFKTU?97hc~G+)i}G2oy7 zwmT@~UR-N^YO^KtvZP0#Voo$_cR(1@ik+NoSeD^B8vAbXX#+2St_+F3mML;X-@r)g zCZ`bqimkx$nxNv~+*|xRWZ+;VfXYVBgX%#X2azJ+XGVhpYwhg#{g50Mr?})HfUQMS zL0bH+hdyjr(np8`9E?)Su_L9XZ@-)2X{s8NxT9*Nbip#K7mm-Anq{x)C<+IL!e2B$+}9|U!|wy^6PMgtneeN=k|OIg)K6)WO#gC! zrki06!(U-tn$WEm74C)XhPH0sH+J6Xf?cYXJ!K4X{_A;V_m*_9fy!a3KMB$yrQfZ= zfqFo>Vs>GG91#Js-Lj&0Zj$UM(=;(fUjxVPO_?^yoN6@5;qT}<&qsyvRVK97^O|qU z{b=3fII<^~#Sg6dpPqV!yr#mr9i1$uJ^!c6X@q6Wh71fS+z9U5YuwUp>G|brVnR}F94Ddh-ARNtO@$9ht5L>^1U=o!K`h0Ehh+_YFOGPEe1Bv zZ;-9)br*l={WwuqQfBIE`btQm_h-7!dX{2^#54Y1GSR+yy1CrtoLBcfK4XN}j4dE4 zs5xs%U~dmfI}J3SY~WLGQyDGr&~MIork-*JrILaE=`i&^Nq>*OrpbS#^<5JUbNE>k zWv_wgd~R~KykPtPa`7h@rtn(A_t-Rf4J~F1;AY+z3q4hw2uXGloHr?*U$s8&*1@O# zhvj<$9p5hfLd}_%es#Hu&mVW^T_%p&R$ibg8+CTNJcx)&#=8DI<1Zm3% zU(jjHf!XH08^nO+_r{H&@9VQoh8VpuAS&E`;Xti>gquC(R?oMS5V2<#T|s;ptvC`A za4U~p7~^)dQ4GZ|qaBL7_Lt)|r6@i_~5idB8xXs+e>BGxZpo^CAVCXm`a80ifs3TofVO_8~{VuPwfXnpHa z(e0C%f!s`;U zw!MmblHcJMgYGY~y9A~9wr$57hP4kNwDHq~s)EW;Z9bW4~}U_ZCIS^l`SsI^<%?ceTFmpl3A9W zd6NouP2GeCMyOg(JXd*c(|n?ru*jdWXqx%&Yg6%{z(*F=f5cT>S}@^jS9v1MmA9^U z-S>w7Y`52JcHQ$0IR=t@XK^aWh8`s8TdpU6SPr{FXz=-JN^-rQoDg+|`XkQa!!OdW zP==%baGmNMB@HPp9d1-B$#GoTO43km+NCD8YMCFRzZXBJl|(!QX-#{+ zq-GMR9?_-($w916Q>Pk^!-Jc*(Vs5W__$zNN*8^}d+;@s{7mGFP_#dah8KXDbu*Vn7=OZY4@Cpbvvdcd-K^&&( zsp{eJ*fcEX&jZcO@cawliy(In>i7uv&OHS_No==?DKRZ@M^W&3*(O76X&8+=x}O|X zv?Xp3tuFO8HyeCiIDcZbBvPF3Dg#8&bu>E58YonCMqX-V?@;UEF{<#Ho?9b?ALHwDi8CAac2MKM!HAS&KQ4R5%Pnt9Lled-ervwBm%zc3G||`vW>FhORSS zmJPknodkOtPR5xXX*59%nTG?yaSijQic>BZYOFh_E6dPJvLDl^*JPU0ht2R*xoj1` zaV68fg~+)B-+ladPL-b|y$|DFKK27q75i`Qo})+=9yl$#=>00+jOudiTXBm}#g9X< zE?1QXBCk_p0TDy@uaF-@_M{-lZ$pO+V*bT{J8K8-htk82sfSM3W8nA$_bv9ohmz`I z9dJjd)J6RGWBOsz7_s3Jm=yj~B%;|%yQh3BDV=yax2*Pwpfn~E>m7+mdxk;R$NyT3 zp@%HPZ2Gl@3Jx1&HUM*kA#(~JmKg}~%)cH(8X`}*t5(7C?)S9=`G~3VsTGCk;82s0 z%(fljh+JMcEv84fl`)R&Iiz$;HtoF@{+pH**#xD_^#2{dfH>>Z=yVknbHN}!0Ykid z)UQq|B&~a%fM~CGUckd7AmVGxFkafGvb>|$&X zVuYC^IOL{ok4#!P(XxI6oS4_@_Zh*3tamrD!%SSpt4z2!tv{gDx|(%E)Ft9lc-2=x zWlE1f=ZeDjl72a|&DCOY3irsu?&xh_o2>~$?z+=>2aKR>>SHZJ4_zgh#)rR9JBoQ6GNw)N?-)hS5GRO> z4+X=YDB>S*xuA3&@o)3?%#J%|*-iUp#&ZNd*`Ejg@^lVb$M#EX-kw=;XNgN{bYk2; zKdh;iHw~)8J0rWDw;m6`Dc{uLZe1neWVb|A5`90WJs8O@tN~&3Ns~G3uQ*vYWUZ9TltBQ`7)m7vle6- zFLpF!B-!tDS?j9pvMvQu6IYtEc-K33rN4tk$uON2ST|o%E@Kc%r6;i?&RowD9Qu%g zzlN@@3nux}nx3w5WIvSC8{>d!WP9IMU;AQLhiD{=S@6JePOSRs%CSi~(4unLF$Fm3 z<2B#z1V*Pn029!H#W+E1JJP)=2x{AXSsgKiCWEA7vO7}Rw~YAC9|v>F+yO9;73Oq5 ze=(52m6Q%9t~(1QyT^St2p{Lmlg=lG{od?~TKN{HM2Y0hf1{r?V38s?mE^{B{h9jH>H5@wmu$Lq0oCc?kzZkMsg(! z82vTLHkzV=a9B;x4aStnGrt~zOdb((*Qv}{_;i$-A_|XpQ#-Ss?z|Q0;{5mtC{f^1 zAeZL|=1|h9P)>NMo7&a&RM5=pYm&SF@=DtC`JeDpIP}mFE-tT?gwi(! z*?sX%Hw5$TX6F~&r9)^G*yY-zoGAv&^qz6P0m>Lm=bUbgt1#|8Tp$3?a#O>)KLb;9 zPMU|+t9(U<2g?FHk^bg71?f3GwPEctZeSPm6Kt3_kpgR5Qb_PFEy|U2-kP$ss?Yin zHadZ^SHVpE#{yK^<;1YjzFr)p1@1y11!9K($YF-MTh=My7#qXHw>y~uv56aEj|p?* zMNz`h-fu@N61qs!k)B)P7{B>;vCZpbH+J_F<)V4=-aG#5Us|7#V=)njV|yj}w%o$L zsUs&fqEs3M6xc4DMl@_VTqC(3@49r zDHf2QAuJn?r;*SYTx95;+DDd}$bTg=8oH#v_b7{H(4JXpwwPZC6^(Tx2DV{?V_INi z#~Kw;8cuXCo$t@VJdEbM4u+)J`qXbBT9M*%Nk`uRAw_=%RB&dZc_dOCa{-YTU&BX` z`le2keu;3vg^XMXq)Y7{GT#MFw!%_hV)SL+b^6!?vffY*FsBj%ASz#d4nH+|v?RC$ z4;Q+L>a*iAe&r_Z`QI5I5#-h6M5U04ezzr-WDuxe znZX{~oC-yj58?WqCO@;El6@I38#aq?iB zqdCDeuan%el-#|TY3z@vFu%8a)PRktYd{>*46I4d3*B;9H!4}K=hfrP|s~wlFGR2FF zn}TI|%3;gg5wY|oSGPo-3Ao>EX6Um}$K;Fhor?J#ze_%;5ARFHQX}Fg%#C->ynH8g zG=)&aHSl_$9wJhc?AoZkJ z`FupCAbY~92=3yGCss-c=his{9_yUpzGNqrh*2Bl`d|BefHn+($UITv{USG z#jbJVu~>S_z59vpw{Uc;KdJemhl!jxz-gT@-ZdJ_2>9fd`2HyD^gIfNL^hkSSh^0` zjmGA-Z?F{Op8}Q_ESBx=*$-68J=kO(AMITE6w46H2h3YA1_FEnt%X;0b(~txX_3#6>_$I z03Nz+iTJNEBqyecAI#sKd5XT-kGYprhL;OP(#scwgH|N5 zc`v^(jXl{UwFrl(B(H_ZEpWd0+T3Z8(w5%pX&@?*fHY!MCz5y|_R&Utuq^fJKQ0@_ zQjx3=X+EyT<&7x zZVsurnO9wa<{)1=RXfU2ytg>SQ7){dc>gfW!i}`c?eBHSQ^ok&QFF1+=-=}7_yhv- zL2gu+%Jnh-_pt?NOjGoc+R-?~e)66E$&nG5h4dMS{ETI2i!38i(t!p`JU!(j=zOfP zTSb#{l*~)<>Zs(JAx^0snuj|Z7YEqmiPy==%>+=lsUkg$)DnU9Z&=m zN7N%q$X-AXM4i}-G+}3%c-@+|>!(pMf~Dyq9kY96Rez(AIBCNFHqRB=L`EnXl`N{z z&&9T`y@;!QRkRDAt}^n}lJ^W(vD5k^(R5>ZV;&p4P}#PFfv~D}?@QSg6$qcjy*FeY z=XWLv>V+PKXGwEWl&`gH*POu348tOhzJZ8!tgCzW2!BLhA_q~=UF3l|s2W}-2rJR< zvHGHvXbH$mn)k^AK08mvCFYC!=B!5|F9q89ZAxDF6`v4fyU}XtsH1Ly$IC-nfRAxU zb&t5+BvB=SdJatgE-p(Oj7xi?z>2@HaLq|DVrc|W9>5fKJfQGvNJaeNG~<~C_PL@V zBkXmozZ_vnVSSMjc2ka{3EhkpXj1)Kr5f1>O7z`N`>t9M+3a#Ww7AyvL88u5QlXx0d|M50o z5HIsgjxTzS0Dk1aQyjA=R&C_$lP%~g4s|%@VVVK)80=O01H!%ikxHtwIIoRgz1b-Zir7u*^ZjTfXlzF!X_v-JPBrSGUqau2fn%&I z>!e>Yvn5x21c26EY-BMVx0g?s#8BJ-6UjH8wcSkMiPLl@C(l*+wfh*Mz$VKYGr3X*NfOBaL|k zwzWxjAbe--j&GZb$YoyurN(O_!#V1-OUR%1k$LqrrH;kd25;WRRFhq8Rgw07|Cb#6 z-Z2k!GPtuEC6X|9cYFk|H5IT2gr(Em{6hD&jHva?4fY&D#~&4~Vx(`BG2^ zcp?8>y3V4{Z3tHa@4ikXtN$G>;(hTQ0Eq#k5@Vtqy5Q`zm!iUOB?&Q1T`Z*JClJk{ zYy;T@*e<$-{UJU;a5)Mr;*eZa6rETEepb*HLSXokBGfB$$cCt zmHSfCVKpkZJI|ib#oN{V4J`Mf-jegJqViF|O9g+W`zXbe8q*T}u?2otI?pgJsfEFS zE39W?Ex1&66-LpFb@O}C)`)R?hnaw8p;YJB4yYsG!x=5?1{TI~Z@9Zu4BahquraC8 z>EL^q*gT{FrWU>Kc9pNuQZpr{Xq5hGKqn#}5(PQN@jzt+l7==Hwb2DOc9RaW;qh+_ z(7SKH_Dl+q0xov?+<~8GsCR>n(VFL6f$Hq*R9Wtn&c9=|+XT!UcB;L86S%ptfg{fN{M?{ny9`$KCe)UI5W@9f< zIP?i%0^05%XlVJ~E$}UwyG@1or|T8-B!N!l42+IBV>z87(_1bNQ;}#<45;^wy2WI$ zRn==hX!@r(?AM)jqO~zPxCwrQp&vIziswj*8BN%7UnsSE4Oeq-g-4oo+l)gPFjwW0 z^Rv*{b)qc{%|6VbwAqE^dfU*z5__ns4v2kJ%;f}3lzIrPVr%rhR

    *(q0wShB$aV8%%&!7Li)^W6SM_=D*HV2T+>95CfPMJ)rE;*Rq4`uwf9 zITJ=!To=|0{uzHb>9Xck=7Calu=S|Q1>lQytbg0Q{;Dur)^gYK7)*&P9Jt{N#{XUW zV*9ZdBp(PK11{dgP#?HHq{fv&W7g1|pB@qYwjP4s1w?h8_5z};1)s#7RSQvLSOQV8 zL2uKZqgOLxVs>d-(-iXe(s^mVJF!53hgz71z-i0oi4l<}k2l!EAog>D?`1AFPGsS* zAHan8UdGJFWC5!SLfrv`$L_I-!JCZ^Ju5*i* zr@RC=N1a9#K&RYC$RbbjKRL8L>uk@TaX)+4@)ztB;Ffw_<{koo93$jfn)e zHZyZL(&rQNvynWLN%$&EGX|@ZA_)@u1v%nX{?rA7>W29q^2cIT`+d+-<*eWOYEely z2^BG4`Z2KMfa`KZ(E-A%SK)i#iw#QRz7{(Ro|gLeSllr+@@iCCaVF9|8;E$|8_yDd z{}@skh#&K<$ck6(ptQJy6-@VFbRLQ}ek<%Co!9xWsX?`mK!gFXMMok0D1!@$upp7! z32T1B44(h(C8UK$_o-uQR?yTog5c>%(GHm}Y0oLN*K62sZTa6RL7}|D>-WcR`Ima}PlsvMY6Q@>{r}qOL6rcXVC;L8OBK(tQ-a-FHvxs^#-C}y0^gRwC+H0QBky-4i zgF>i_Ac?1nU}g!hsa5a$oY}yMNXL#mTJ=eK7~_lra}t;scTVyxRKLqDzv3haCb0M- z{!huxJn3H9Nr#PpTxwG3!;VxG-YHkevp6mL33!vqbFa5`eiV3@eG{}p-T^P*^&{tY zzu6PzKQ2KtS%cZu+?&iAZ&gD*pbt2PSggoz(?To$9!53@1%Zj3{hQ$wFHjH>7i0%~ z1r~YwWEg8giz(V}p5;;f@r|>!$j}^lVB{<}Q1(7>F7xpea1HCtjzPjpA!lh?J}qcPZ^yqw-l-LxqUyemx(QKUhw@p`W79DO>z9Lwm(`i zI_MEuXD&1i4T6>R8UWToYqdVbnV)hy#kGYHKP;dlefQ~KqBn=WC#+7l%2E;3eHaMT zVcu~PR8HPG$$jIERT=XV+pvHIZTC|}W`DXf5lPgS)$3!VNddA41n)*=C8PxaoOICaADW{uUYjQJQ83%TY~JRDGbDrmI~g&2w0v>tOP`Z57q{n$$yB3S z8H~*YQsK2b494q-uPVaBXPN7gngCO>#=f~%rYtmwCdq0Ozf-vNzVpMhoD?k?BOh+%(T;G; zH%TC^nv4sAgYp+vfMFouEcjHByrBK#dU%Vhwi;F+U&xbo>nQ_uPt_2ucCKJ}!A`LG z8Vm^b4{+`}D4dC2xhoyz%1y3#*xs2zX_0O4?zjvG3&zK@Yn-{WxT2RzVYwzm-X)da z${O~2F%$M5GGL`~we{e)pzIj(zU-46pvM-Bxk*4CZO#yt1xr`!$!2}iJRM@*xq>$I zD~B86B7ASQ4f$>*H@@%pJWpfO!7pAvz2BoRkHTA3_F$ic>e^h$2!qc!DB(>CIlgF8 zu8N7D0|3v_lpOchae4_)2s35*06U`ADa4ZF`4Tt#KZf3%7~0>y^w4Mb%K=~H(&{af zS1okqs5n__5sWDR`jcwVD!`Ly!9seqwhu|hewdTE&PIM&vrq>~Eb5Fp;nR_n1=sL6 z)MNq|m9IgMhdxjb$O*z+K?6R>CCA)x<3cs@>)=LY)jeQVhh(MmNgZqTS-nIh-hIf|WAxKfQ>dygLoMrv43=X``jORp84}|lWyRPskPfeq z06s-xoh=M%Jc+CQdJMVH6gFUgJK4sFX57AHoZyf*V*j@J?aKbtr7}-NhSxOcJI@r! zFzMV8%Td+vQ*GO_NJcR^Mn{x12no@Z<;pZE-}45Y0!i7jx*t3bp+uSu8s6h@u6(=f z#4=l?%|p=WYFGI{=GjT{F}7q|;p8rr;e?juaAqEK4QmQL|mZQUBlbv6N1iU9R8YAD!%lsC8P8|;7!otExv>wN_r z9X^f*aLQzr4vsSucsiAzu>YSf0*=#N4RY5Qa<1UlqJ}lR5vv~=)hi3x^+|P{r+y)plkb&S}$zaH}Ej?Vv z)kuyjh`X!(>^;XK)US2@z68UCOq|1yC320sUrHVz69L*rAvWRmj!E}zn6a8@kf*T> z*%6^6)KXmJw%M{hr+IIBs&C?zS``5oVt_~h*|K}bPJ;)qYutyQh)eVm_+|7hGsbnY zt}7Arae}@LiE1gaMMr&~#e2iYeeN{j6218VA$Zk+-)egerLnwQenHC6UF{IXL>tFB zb8xz);Tp?#B)dGyyXPhWo`3|yhRC)E(LvAVmfuAzpu0P64?Tb!m2foQ??1W_u|-?T zz7ud9?rQJdQ0f1}btr&E*46--3#Pg`xzHW(fSB+DRp1pM;&YpV=q%}ns%GTAJ_5Kq zc-X+&{yDi09(Yd!^ecncs29BQFf7IZfu-3zK>N z+z34B1g_5BeVEDyg@aWqd@EJG5B-I)oMRR<3ZIoubT+)g)Bs=2R_)b<{jNZ|_=mLT z;7rs&>)Rku@pW<7+1Xq|L-GpPfAS8uClk0;P2Xu!#{-hX_Jp?EXFs07{v}HO{gh(%3=yy4Q$jS7?VemhRJ0PFDv=kVWu;O#hAAft^^B#`l#}Nh{L|4nKaw+z^G>=hI zoL($em6iY6WG0n&(WJHuzw-75aZ{@QAQ~P~*{pRPk)!Pa3{|MZ;hgG?JBSgn#2AY_ z4UA3a((9i9&oBFC8D#ya=pAsllOvNlkHSyeR~&Amm?q~9fmd!7H6sTcXh-6pm%x+9 zL^h|d<_m*MF%#}L@V{MvTkj}1<|Pnuz6px-5`utSN$}R|aQicqwhM>T^kpw%TNjQ2 zsj%?mFyG49$+4Lrpn}i7!t#J#?gi$$7f`<4Lru5OV2HO>Ro48EfL7dja4mJH{*kI~ z5`RK&!3=h9Wmor-f@|JutE&trR~%?ULwXTAtvCd1%a4G@P3_?I)-1LRvin5Sm$`VA z@y~rg_Y=g74j}p)>K2p^2R!8a*I;?yq%k0}HYVaT#_}!)@1&ENH9?KNX6DKI$gAE9 zXy+S#<&Onl-PCXf(eOv}9U0XE-U~N5bGio;86demW5sWq>X9tq?IWhPjOFMrt+IJR z-5`{b)ohkB$K;%Ulnr_A4^*RzG{FQp+HNEZym54%nnOrERsN-t;ip@n)!3aM3N%IT z>Jj}|UO!=c>TVuO);U8+7E!y;1jy1cf3;=8@bXpC2v+tK2>x)ff!{Bd5C+oNo-iV0zpD zN(Pr!txL!tAme58YSCalq`~3@p z&~D-{Stf($`y;=RXvNhK@(oP1l(kh){a>2SD*zqWzD5~Z^7{_MD8?5(Agrz0S#O^V zuzJ%WK0`9Q)GsayTbDeXxy%0 zk@X3yYz0}g{CpaBOL|u07)la+-6n~G&eVH$O@0C0hIZL2KEGE#0%yDu`k+mk@VQbG z>JygPwt*4svU#*_21acyUh|tG>;gPt}E83wi~>(#nLLkfl-J{)tQ)_tMfM zDl}kDFyOlBsm%HN;M`-Bq^pJ|cxLa6EWrq@pC}3K^zKM2;o2gVUS4^;1{nR6lywRW zp)vmml0reMvqRUpO||&xDfaTp8{|p(*t18F_6+(BhQT@VynL(yVi72M8x6GHx=BIW zfF7?2P_LNwAJO!%d?hfs$*VR+dL$~G1>d?W%I4g zOUy*RH*v~oB{ivSUOS4+yjsd1XrSk`EOLeBn+9SHJ{6KqTj~}~JS?5!blbF;-*SCZQ4YDd}rsnBo z^Xcr~p|@C(&2)?r(9tI>^<7uSzH#+HDXX($qtoFH)M?(9-xCY6AC-&%CnG_bN9r}} zqg?L2kgCo$xh0;J8yRPvUM7?CP3u0(@Zatatd1TP<_D%tmdts*rC_(gM&IOoYj(7M z9!u3H&!3BFG@zLMTTm09-x=4s%|hx}Ly=r|Z7w585poR~qb>mPqT#3sf};`nH1s)w zC$5~(?gG3^K^$kQ7;;$$KlWH0{u?4Q$m^JROoZ3>UITzx;e;jEgC7b@Dtp~62;Ks} zrTbE#=^uc4I3Q{ZG4NN^Y|Lt(90ciZOP1ivt7Le+)dm@$`5z}<_({xy2AdZjNZK5^ zomk$v4ToSuZ3B){`B}8;PZ8mK^eAPxo_XvcXl%oAwnZUw)Ls9u*!Fl=P5`3-=rC`Y z(M%pI3E2ieoxD?xYD6TldIE}$%A|5t=ALez80F~gg~_hUigjn*!-ia=4=Bx*(Jtrw z_&TU(36f81{9LVjQaD_nDjch+xqUcl|^QSfhG%YA?oo3KqYN&eXSv&?%lV~28 zHf+lkeMvbz#vDEw!pw_xZbKd+Vq|>Ood9O$p#!2``wh@+#noe9!k>WVn59Vf)HEdgT|kMSsQ)n8toA_ z#ra9|J-^AZmJO4_L8$wcn+C{54hQ~8lSZ3LpvrI~MjPS2Qpnp4|J2+hK^*o>I%I^0 zwW73>{O=2PHD@~ACL9u4Q7)t;0|(I86M}mYt87C{qQEUvPls}Hu9j21)_zdse|n}n z-PYmeBZ=QxA7;es2%KItJa4;f(MHn)o@JRb%d=$kyRJmK)g~!`7WgJDD=I>)m&=4$ z?q5n#=@g`AHG!pvDl)wY^zd(iyNZDSFym^oI>1c~YIjo?kdQM7v1Tb5_Fe{lymuRD z7Td5)GQ+}gbOB%lA2wGmS_6Y9&*g_q`gU|%9!S~+N5udo0iEq>_e&7uX4_gwYUwN2 z?Z5|&%VLcMNR35?A(}%VK5W@Bsg97_FDS~so*?L)z*-EAC)l1sJtpv*LNq$V>Ckviw_2?xLh~<&jj{B1s!F3OaD?bYv zE&hFj>6`$EqWX$z$B!5&460-}V-5m%OV>NLv$Yw8J3mrSPV^CT-i?1;C{Vtx+?REF zL+=)MpDOpSG>6a_NHNF@IbQ|<(YaI*v3wiKY1v>%qzr3=@TAEeaHh5f55kB#d zV<2&w6^CoJM+P=+Gj3PZ-DBg&vcSVVdp~mH@`;k%GBt@@X9=0i-TrN0H5bHSQT1_8 zx$pN+RPa+}vD57tIa6`C>1fH{0swY(b}qe@=WUMxVLWGNC>frzMeSdZ3)nI3B&gSa z+UB=v>x@QrPfu?5geChnm6-a3tej{T`%Kv#w3epJ)WKJ-bLdCvAj`b4Fg>o;fKd;D ztsNa61WU#hm>4(Mq3_Z;>7MuWaWijKA8d&!>3sYy*(T5* zlve|rcyRmK9#%&ynwj;=diS43NWz}RV)K< z7DxkoXF#?Nac5am-Nzh@c9laQUX|3q(MD=pj z#K(o8ur04y-X zD1N{TF4_TiAZIL*t(unZ;V?WCslbEq8B8~`5w06?g~@LS_pq3Zl?Y>!qJF_h-=PiKu#we&9XtGPkx9iA z`wJshH9c;7WS!NeBLSMAza)}R->X6BX>PPz1V~wMKKYnWNO|I^szged zja}QaV&qsh&+Dr*+EKTr9B!!>OuB!Eyun`O@S1xa?D2lVzp_^wuLc(Ab^&J;A|dZ< zQnG^J%e*v*OFxxjYXCPqk9vgwpigwUONCXPb7>cyv+#?(fy5+CPx0mtx* zkp+W=RRJf-H#*Ue8u1Rt0q~g;hloz91<3XU;Eqp=uS0?#wZd3zXn*l|*%`d0hHkm% zkDrzRFqlnuuk43_H9*(MIN-L7(+26H04Q4WvjRlc7)lD*td&cf``ZDcj0@f|0KvLM zIF#p;81q-nijBpm`Ga={?Ezr2q$H6}@^-i_0l7?_Twbe0ks&(@a?1Ikc4H@65m=8P z_Qr!1$@2L;QmNf>KQ(a$Lq01CBpRc@>RMVpKkjnLYT$$=8-x=rK|`)=(#kQKL|CYg zLUaNBy)Vi8C@Rlt=F27*{9}+^?qwn}7w^n}{lqNS#>GlgK8Pn>~i^rlV`h}Fuzxhn5G{jT?=v7*c5y#gYV|&p z8Tmh*ZlJ#Mt_%PFoxY0J{Yab8xSAMAxNbkb>XmctZnw5GWlzBhPfn2V4TMJYB0=vx z*sXqi3i^Uwb;#{QR^M-Rx$}jQ(?V~0*M@`MPjC;=TRdIYCH~&Thdth=(`B+@?}XqU zmMFrf2{}Q0@g=-vhvF&1pmrBW>D{3gjIz{=osa$#ecUd}Qy0?AA}3e~WDWj!duvu? zvfK?KH|MgO+|#nzo#a`k4f@01f&M#z7T|H{KGbw+k39cJ`U2-(yM(J?$aGx4Wq}!% z-I~J^e;!s7H0s(pG!e*&N^zDUJ$AHo4YWb?rQ2pdeLO)w4DzZ+;|SodGIb1OJf}Fz zksc#L&w&F$_^%f%?Zt4*gT173ENCMU%9}PnE!7ktl?x?AYj)l#tEy8_01_^Z`+zrT zuW?p)Y%4KPNys$?q+Dh~nc2DBK0EQxG0+|;ceT(9a4?~LDGEP;1oNTX##_o4X z3_f8&4q*Cn9ui!i0&^iw7M|f@F7XS9#Am`LeYP8Wcf_{3^Fs&>QP3Kk*p`qx^ol{B zRF(u$IC6H8>khkwNuLW{{vQ$P5DMQ#vbJO1Dt6}^ES4W|8Ge|B>msSFd;O9^1O_i^ zs~5N#AX=)@z!DJ%Gl|hl(vuxSYgaoNGxol53fO>V7R+M%GY^r>ou<%)vsn(y2~k8b}#%&c8!3d|tbKsC2lyfy=$jX!Q% za<@OT_dDWq-&IUzwGs2sy+N1_*x_|7jkG>S!LyTG5jzFc5{aRuA4+7UTp zpC|CvnDCKXwpT^&`fDHtVB6F~K~2&*zrDKsa11xD%M}cyN4|lxb{E)h=Hxm^y`d;;Hqjui9Bqm@_vE#s)ZTy267*QME#W;5P;BMR}}LX zon1SlE6_*sd+Xeq~D3eBh{)HN5v6E3Glo*AI zRhySMrY63S!ZUBeXikFnhyvfAUU*WXe0TI?|7lnHD|n_xzbH z?8{L&>YKLO4J|2i#=_KcGE0lrs4%0f)u6dI7vc{cSN?xoy?G#1-~T`U>Q%3#MCDa> zDn+GYESa&k(n2Z;VJuTkNQ22T#?nfQHOW3IWnYqzWk@oXm{FEVG?Q({J{V&fWB8ss z^m>1OzyI#J=egZGckVssd7h8QG1Z={d@l?}d6t70NcuV;geK18xG`MSTcc2z%CokC z#C<>P8dsF~wu6G5sd^u31jFls)Eyn8yP~?6m4YN6SA}F+LRX;hQeuQ3f~M@r6u(J| zQc1cQHT=}?87h6IT-Cz142^sFkjwm9KhU7;;YGD*PTnxSfWZ6KO4piBpv)>^*Q70{ zm71gr;{X^?Eff}4!;6cA9Y?jCS7Y?w((a5k%t-H9@|q$w2NH52L;enyidhT0b_A%i-3rNt5n3(p?B z4seS6?gvpaq>ELXG)cFj0f??%BLhEso-cj15C;RGz<$eU7;=LQJH>i`!!1cxS;XF5 z5LU2%l^DwYilfJ1&wLNm5AhWsqW}IY zEm&lce7kuS{ZPh(D1ce4%6tl2dx(K3w22&1pfXr_b!U+A0G)aP;C_;Yv&rYuna9%Rd(N(CxY?MB>9dy)f z9EH2F%6>nfl1RWoO>PV<12Pm@wrof_n3XG3sB4s_#6li^_j-o^;OAG5)stFCpCbnr zU;i_Zz^rmX{0B*NEj7uik>tSqSw6cn1k!o3X^UsE5P-vFzRaU@7{FQuio2mPQh=S# zAwg`DItQO5g#`<1)wt`B={vDAU_~AzacNttNXHo+ z+?r{_zkno5`4Wwe?dJm)Yk*S5g@`F*B-|7e!qPLsT?O}I{mz*DV#6)MT_wcTFq4QO z0jA|10Lq9|I(FkQ6j2t$Ob-ABd_-~8R__WvJvwY3@DbE>ohFLt7GN5c<3RpbeRGoT z(X&2LxEJ4^!H5MmG!evCLxvZWfOZu9(z87i6s($oA>-s36ZXNzQX$V z4WizVaRdkkI%+=W9**>k!i9qzT!Z0;e~u092ItYaYQY6Q9CH_)YP?O*jY`IWf!rbD zdCh19*WAu+y-61So=KP3Lx~C!EWH&QCx=eY|#WrEV;G1*+=h4#EzxCR?!^A zpMvo7*_a-Z$o8Affj>pc~X$jhiQ`Nj`bxHhBG3zE_=yQ&M~o%S#~bUoSt zxX{O+e@Cn-Wj8v5l_SZ^uVTqiiBd_HAS1(R@ZK9Jwvl_U|9{hr4vMU zL3%jZWYYCAuBm({fDGt_t-Fs%jfbG$H?^z0RMnesC#WDd5aBm|#%>_&&Qg!zVg{** zdm~^p!>%{PLg0&58hmxWAo+`Q_kaQxkO92eu5$)ieSU48 zau(q5T;ot&43s=B;%&SIq|Xx(a^srI|Dwu5BN7}vWCN}ud_22&N9 zZVRbF(O{=>+{dIRtu_*UAmNx3)WfxQV_M=Ge zY3$^<>uaBGoZ11rGpk6H2gq!P|O5$;G3?_&T7qUN!4oWWnQ5Ccw+3HYPfNU z9CR>FE5(HD#1iU@!ze-H!qaEt>QW8DuyfiA`doz7!GIb2j_&p;Rxk4+g42X`LtE6< zVACv#aw!WxKdyAJ;E!qs;6mTKI0estS0)u__R-5NF0fJ_)nJ#S{TIBylJu9gL8>p^ z=xZ-zRkaVPU6at|{YNPA*jv<4J|?9p$i%#cvQ%w6=54{_8bK) zZZMLMr5vgoV=wVri*}}Sf1YEn1FRNCOEvTxt7Jsl^APvzr{))yf{U|Ion0a)TXn|TOkbpD*4t9;Pr4mdF&X-6d)0Wb%eTa_v`|BSA+EE*2@~Md( zc{(|V>L%Gs?Y%oSFJty(+qz#g4{c{IWtL~5N>035X@)ogo>OSWS|<$5#nP6PlxvGF zyVH+A>MC_3Ks|he=4BTAf9kmL#_L4bn``;!OJsb3cgFK*ukqu>U0F$DnUtl)>T6Kx zN0+P>o7FqQu2KIWWe%2dN=!Phz=IY;!q+soWgGqN)+PVx%3D2Zfhhj#6-L&d(5Arz z>Uaidwc;z;sVaEMkGF%Pabn8p0)nQ11Lx^tai=4?E0f9;O*L;Jck0*$PWe>R0^|V} z;1N{4AobNQ3W5kgRoU(fL=GI_fVO~i2CC2)Zy0%H7`%<3nv}V&fs>?9%vFX;goL?% zY}WvQ@tgs3>pKN7FVMA?u{&#TzXblk7x_LFoG4H!)b|DF!RPNbQl%z=#T?IThzSR! z{1;&?#4m6x)&kT?w;~=DgTS_fRM7!(()?Al;aL=L3BG2mGZT;oK%sdm45~AT8&W`M zt8kCN(kBhRa549fX=qq-eA%Lkd#|REb;o_=4wX9F5U5o4B_ntt4>PcGj;-NuQDP>0&Zah<{(l0yOKf=`XhB&EB`)%+j_$7@6}LkpfP~)24Q28 zK7RCSsF)N_1jPBk)YQ*k<&)Cb0r?Wv6G?Yt zI;O3OFg0u`xx^hKQ7?C9XRME&_ZeWlv?pAX~6t(=7YpRm{LrRl;1wT)^?u%e*P>s653eN+njvsWPB$ zC`)}UErrgLmUG{Ni>hxxM~BBLh1g^U?KdfOPdDu^jyx%3e1SO(pg8c}PM#2E`JU7` zdj9up`kJ-IO6O3w_Ag+f1LRC6-z+o9By_>fV+I-x)pjdSv7rS)T45HHF1T_$*l4QS zz2o$GOnR06>H&F~%AC0Q`dQjpVniBa;K}Lbf~ABmR3eRZ7Xpf2ZQ$hVeP9P_fQhoE zZq0Wno@0N%=Ms(Q7r0Rg{)=)gY~)Q$(r@+b<21sv8u!jDStO}^hw?Ogl}=7gLO|p5crQRv&`mVltKOS+ zPX{X6JL`+F_IVpc`Bpl*fyD+|=$u6s>urB<>i_BZc_|U3Zvq@MtLs7y z-S>gSPTQg=N8wQK>LN`vapOeVIl6P5;Eme)6eVI5= zCN1>G6K`15Z~U(T7TO;;Ku%^XAeCOfPbv95e=U8UQV33Z+aSdCKM8O|SJzo+X@ZQ- zOMxUqe?gm)ssX$VL6);h0738{%hOdy!$A`17+g z8;T)cAH((#>j6#zO%$KVye)Bl$>bksloO(#}De3xHLucw1Ng ze{GCPuK~QP8bt9S;Cr(-2og|NwJcs~wkYr5eb}jamML?!%Oi^o^Opnb*eu(zj(7&W z7lphaBRbX>;+3lwGVk^N!EB;YlclO zz-#ry5n$@yC@==oNifgchq(*;i6V3~ykCoIIik>zs?;#H3q@$IbTZ>6pgUnF?9+BN zROJr*o>h_|NjKMkX?SxF)R)PD5t5-SLZjeJqqN^4Ms}41=~fgDsbm=rB?aCriOML? z?llN6S%Y-!Ib@QmItNpbQUEh&0=<-?z0SiTCli6`B;CtLc@psw;*Prr7s#LR%~R0LA)-Q{_nCl zh+1E-ECW(i7rTzdz&`o4=rPKx?7(Cn=PQRYTUHU1Q4YM94Se(neU!l-JctCeL)=2h z2OIKH1AL^(H+)dK(NdS-y(Fhe!tOv3f-p8`<6hDHN8;v)dvgY|=&{WSpPHd$09Rrs>b_pB9%F=Cu(ctJUOcLQ-U)RL z<$}2RNj4KYU7AH|oHPvkO>S;D+@Q@g{^GY2wl*fV%YWW*BhC5dJPn%WV=;wN=~sri zD%surT3kUQJAO$2vpF3P7F0oE7z0;GG-tJ^l>iqi$0Vpbe-Bd)fZvyru>V6dtt)?1D@=(ZV5qfGX&`uaSg8 zJMC|zx=GV_0NgD5D9IN1P9VdQ$yqug6 z$o=f%CY>Xey}O1sD7)8%cRvw&MLe8)wv_0H{^`EmeP{Y)43D4rF&YAaMBL=_b!EHm zc*|%~d*(T@s+cfK!5z+F zq1_uyGuFAFgT){>FqiKqB~~vl%}V_4ee?Z+B(LLF?*FKS0~iw09{PfPJi%5Q;oST>vL~jy;?ZQt4Z(knyl#GGKO9r%9{)6*&+Ghwf*=LnyM3Ngq z$C^W64r~u1)rfAgODJv`@^yaEI~ykqaZ&MVhxq}Jph#cBa@b$kJre+}|+FX{cmIg(RaFpWiXA$o{yAzx|}JQPqUMf%-@TwFg|Jnhs`0u}8b^ zbOM%D0#YihB6F-G;3OjYK5A@Z6`jC3K#fv&+N@z|Rb_1%u{kBE(9jpWS-yV)Yejsd zoGx_y3a7ys$4``RKUPCMO^VmE=PSJbtU70(KOL`U2OUS;X;JriH>ZF75yYv`QT~JV zVz-bx!7|gW=H7FNI^j%ewm|%{OD%xi`@9lLDnlim2CaT=vKt^0%ItP+`Vn_~na8|0 zxs2AXO7+q)qR(02c zP(~72FLbtnTCfXfboIS18x3E;HPP85JRAP2r7jn%B{T)_lh&CkGE--5QMG`7;h8mh zt(ZU&zjI)QP=Z9xEHV_?(Vrf=3mBa)!*r_w3*2L;f*8%0%rgpgnFc2SHn-4284x8r zb~=pwrV|e_Ec{!0yXv*u!Gtnv1|+d1x#6ykX&i5_#byY+H+LZmh@ZYX3{qB~swIWz z!R!%GBL+8HLZDomoq(Fba?QYY_ByF9w3X0?hPrF`XQAnn^MnMQuN$;SulEAmfX(H5 zNH#!(?u`I&`3zCK)w298_N})%Pa#?GlC# zV!5uUCUgsc^iVnsL>nXKJF$%vU$u+5)uDJuVdr!Du~*Zr^*ti0OKYXuP;sAAK#nL@ z=eE~gbA^y$1vMQ&BpT9SW!dlmVaK9D6Ul&+W=jRcAkTMeHA-(M>1EJ&RtXy~{A3=D zl#ES4+N(;Gc4ZJ-mOJi#>wx9EPS4dg$$q@eA_D>=X*mDam5oln`1R6k)(F`MZo69g zZE4i!G%k>7{P6Fw2KJaHNT*KGV5F+T++vBdU7NxySiYSd(C{WI@`u!KQ+{GB~@03Twy5 zj<{T|WOPFQeu1EH3Za&eP|P!M8N|pWM9OW2dc}Om zb{;P}0*R`CjL)z?nUO)p<(>h=eFlca18eEZ)c|;yqHA%%t=j14RjuEO)2T1XI6MA6 zVOddN)bET(NRqAF{W#!{*l)h}r*gH{r7PMPD>tL*b~f!w8*q3nV00G-tZhKWMIt}| zHkGQy31~Z!8ikhlJGM3;Vgo5Me9rugTQ#!W&&Z~5x*+kX%lL72KA#QbP4j`l*T=Qp zqyCOPf{)N`mHrpCJBd}c0mO?OFxSe$p4FjaGyrIdE6V~`Q+Gm}9&iD`(15IYpvjvb ztN#|pT1E9o-)MxNeZ>owWKT|*6vn@LM9Bgh4`lIzd$8oNu?MQ0@ErcPeXTm`lRkv= zky3;Xt$m&7f8DwWn?d2zr`Q0KH}l~~Te)_*entlB2HEI~Ig~vefi*Jvl*`l&78DEU zBIy`9z7HRRTp6~eniib_yCZTbHC~BtOXqBpfC1FD(cW> zrI@y30e$BIVKX%l1=s?G$1XUNy{%=6jiBgDYH`k}3Sh7TscQgTAaz3&MfWF!?fk*| zd}TQ#n`#HOR^2&J^CgU^Q}S4A8M&prtWp?o7h6(CN#fTG&D~Jwbw6d#8{WLwpMcN% zOJ%z3l4T3}3@{+5OP@>PAqGtR!?6fcPRnCX;sY=!@HtbUt4OfE3;ErqT8)Vxix9Dr z+T_^^0lFq&g8>6a42$pPpwIEejc~g;rwjq#H~P}Ypof5e(=|T{NOM}&fAFmV1LH~j z%YkT z0$<2=kljYN-XlS)H&iV)a7cB(Cv)F5tEMN<&>@uK?|%Mj8=61&4fH^O6+OP)e~lZn zOeW1ABG&5zD7jh0b=<(u_-Y|ePC&T%zs3XxgBz&SQ~I$XK1t{729^bA{t+Y=?8j8` zzd=dhof+j>LlNo#vZ-zl?hw-Yxh^eeWO=nPNqsWnj3dO32g;%EYXljhjzty244+k9Mk#&AO?C-^ zdP(s%e9yH$Mt_%=LARzF0XiEBq!$A1J@djBjX?`UEdq7Ql=y8D9{BMKtF6>^phgvwqhB_f&FNkpy!~Oi>QII2UJtd{+OqtI$D8 za~o$oZW%Xn$ryn%daqlcO~+^HN-*N?Sp-GVK77mL>c-Yqc~51tzRFoAfl8_$Vx#}{ z5nasIvYTr&t4%TXuGJywG=l_daU+glz`*I^ML~kte^vquCk8dbjYb;oicOK?82Fza zhw4USt8)Rq)+^hVuahX2ZZW?NuoO?fW=!X8)Rr+xo8oNX>Xk0Tn5}@tL`#CE>M-A-J54%YJZGjQb1Cf>TgKsSLX-GS9BhPFfY@%>@g1S@3hXz%AxqA==mjP>z0(fR_1x1!QJ^{ILXs$Rn zF+1lD2zUHWg5N^%7A^Py$e@d7ce|uVzSv^(G#5jX*Lz}2Gw9#o4U54^bNk{nwc zB;YxpAiJxD#}iuPz@bcn9|VA`xdQf=hG>C6ot_CDEo^)@5FbAhAI=ehysW~7K{Lc+ z5ac&$Jr;z(5PXJ=fnC{-g92d(?$9`}7VQVJ;f{_o(GIPvXT;xhyIf{XvcP#jw4L9> zf(cZFKGgv2cF?=v=_A}gEVvwKA?s+NoVwQwJ{y5MiO#Az=K5HAzKi<%jEA$HSIxa$ zb6Nq|^(e}&!sk<&qCrnIQ5`oB59&QZ$}(x{fDS0CeQs$ZmI-yb=Yi_jmCp7@?kAU9 zwNsGjTdCt)_@q-S!WwUwNG}Mp=ne4u9a~ha>QVva_?Nx=LoLtzZokh#oa*ufWH*Qh zkh0|`PANdyl%{-gftTDjZZ%iP9oU|9AoH#C*#mtRScjOR-LF;*Wjri_{~uA4r}R=` z5cTmvgB928V`38i=cFV)yEEX$f9>9mBE7!>Oka3uu{jQ3K=IztzuW4vcP|*Ksr%%C znspF?lYhzmy-p#CP~GoYXIRSRPt3%c9m)>Jg|c7H+^tYu8%JOJRb=pj8S}EQ;OPdc z&lmK?N3NKCRIt3i%!y-IYG1R$gCn28U3E9*m+-xD>*w3CctG)W3}h@^L;eEtU={ad zt8AKygdWsrIR=(t*n*fH|54@4t+^%GQVVc6FUtB{XAeP*kAPV2!~!nFu1R=ghX4K{ z_z}ce)~3bQ4!BkU8aHkz=5U#=vx|`YZ76w=(8VbaK6MpP`GDg&7awpQ&@CQOQ2PqFg~<2-xap-XsmGWbp^}`I0M3 z5zM-tv~y5$Wmw=X>(fYEyuZv4KSB>HGk&=|!KPumyMfS_w1&T_qqP761cbbbaPl7% z2c_7AFXYAh5v!nAGC&4G#)PEutn%@3i#-59)DZ04lEwrwPrasaH%4uyg$m2$_kPMX z-gBzYpjCzwW_05!f#~i57xwp}rElsPyn-@gXW;^g%Zh&?>3wF9+{*lzVHlqZ6aYiy z;iztUaa^@T0CZJX*x%o>eyXqZLQ~{dd$DVh_;B1Qvf3n!mF0C6#`Qx7)I%8*n)pX`>%T4QT^5=`E@J zwv-)li^h);$??OzVGJ=*eDNj5ja0Qkqf6xIw<1`uFuwbX89BPcC(d8u8YV5&7#lj< zOEO`+cYMV-f(?CLkPEQ3%MK)|#sCxxXrz>qv{FVZ^l(c?%L>KglxzUUc|;BhPw5MM zt``o%Sc6qkM#GixH?IH>dfb2r8rR95&W`h79e>$J znLO@~LM>+@JF+Fa>i(e7F-7m{B>#!X>GM$vi^=$oVK1<4>%q?S1f|3Mwx zLgN-G{})#JgvGzQSLDf{>>DzDU5CxQ8$R4CNmOhBmmq}-oE|T{EM=L7*vwCHj49Na zGvF8Ol>zlfOzQ3D+)GVhwXL}RPN87V0N(`2Y9513r>rlfIDYxDrS{_q#O43V56h42 z@!jBaArEM+XzK`Qbs3QGsdh2L8~77~P=7(`sM;ll0R_4IADJlc!_7S{DhB@~sRs4M zHg#A{*=bTObF-Bh{)PV^t4aL-Ifx|z2Lt_Vn;nPd_)`Y_Gac}QHx%9IPaVzhYj7(X z{T3|Jkyc?6N~zsly&0c-WsQ))Yt#xd3Q|Z@_QBJcegn%HBnA3(2#gbHKv~S;BS*L$ zNnywBlRHR%p;Dw*;|u?Razwr=9XXva^ZznN^kVoHM#oAr34J&!aydCR=y1PhlmqrvKC<#SlpC_fHY^$ebThI?2Q#l|C;b+g zuZgC+M=8k68Be+~?X2$|j*eB_imcRRp~H%2oO9IBpD;J@6|7f;kv6KAAc@m!gTksjF(gPtN_w8i zX$g0L`PeW2#~Y`MoXk;AjQ!^twwwuB$l3hz67P{~{=0$h4Z=@@nfqx4isCZyZ`VG3 zf+0vRN!aEte14zNF+F}~dGC-P20g_h&_XsSF_1k59lNmCowJ<({Qgom5CUI@HCa}{ zE|=*e{&T5+J`8`f0rGmimRmYaQ|Mn+9yBy+}3+@M^I|2x9D_Tr!u6&}BL3|B1RI=-#HbaCm#7gPAZ&)L{Y|FD&HfF__y-OjYcG-aa{|rdw zZFX&uAbg=C>i%&*{{PoX)XLkiB9MlttN6HV?5}%6YsUWOtd9VZ9RXt=a?85M*#jes z-*$)DaNkiKJHI;%NRsW?N#5?|#Cp5W9)jb}Uzm(t z*s}aq>?s4Nl_XQ}&7MNeJmKk?G^odfKWRnPp(oTcxW_5#uEIPz195L4er3-X${q@k z0sO{R4UZX~kTa1qk-=AEZi8a~d0=$>7sRrNlyF0t>H+`YQ_DkwBuhMqO_*DsCy(%U z3kNO!lVAPhA?qI*MZYS4%s=M^vd`>NeusmqsQk`CJ>Uu07U&o3eLpHl^fbXM3UKkN zNs?xD+u3JSyw_C|>ZZ>uw#d9Cf4>F~ZUQ%QmCx@8UcEX`3;nTzMOx^OUr5xFe|zv1 z;OyNU!Vt3wqbE2nJO$tP)m_=z45^wyO3EtgiIt-rA1hw2=={=)TRFP_&h({Au+WX? z&vU5dqocOitYt%M?Hf8*Os>Np)m=8Z<2g}%EBlG#3>c`KD0Hq}j^p_E*vgeSistT` ztcZ3Jx*9=0*ndOx!bEFCi+ZpqAcKTH^%n92r45^*PyL?h(vHP39-V6AHn=pQ7-Bh) z-f<=l)!Dy@pZB}LIW#OgRMGv2@!05Y{o4S!Tdfz$g3gf$fOkxqxUu3|x%Khp+pLf{ zghn`RE#P2dZ@K!B?sZjMEWPXqb^q9^gUuffev0r?DlyOq$P)SdJCGkGv>_+LB6BR2f->tuTMX;z)<81N$a$+@i12X zNE%%=gRYf_eij_u#&r6`0+n`*;;!Xh4QFKa2_)9TFnx;WY#^fC5orv|cORnc5iDpB z?&TEtXwA!AhFUKuN5#i+6k4Je&((Y~U`bWX;m%u9@ z{jY&>9@FXe;s*<}nwM>mR~t(0ZTh)j7{}*N5QjrXrP@nO{{-<-Hb*ssdvZ+XO`6gy zLb`(}_+|8-6aI}NF)we>7Dfw4{@bPHb{;1R+^RoT&EN}W(9Z%@$|*;3MtEdiA~uTh zdJ9X9QKmy+Z=?bE-%QnJ-Q(hNeN|%0cazri!SoCKHaxQnwLSN1tw2^b$S75iMK0@| zB+pxmF6GV^d%V~~np2Im6FFMbO8(f&v*26WB-`O<2OJfCZ@Iak(%hO+#txGDcmAH! zMk+-vk+Z=hwJq>|S;bR>u!w`CIo(vG!>G5FwNx83utiXgGyJmq1ingsZnNwL+Yhcd zgM;UVy2d{P>$c&K8L$@^%I6%YTMku7_t0+z_+)>vN^SG4Xon}1=bmvO4shBz%!RoL z+t(Eb)n*^>pAIoZhR^>qT3E9|YB*|FlP^uxt~PcbnKtNMKc(*N704FRg<_(a=bVNZ`;PRtNv!_}sW+hLw81nEaKxUz0KV5-I5%G+J=a zfT=pJP--;BV~o8U@~I=^WYBl$p2w27bHV$dyJ@pS8s7C=jhiZzmQE`rL}eUXE;iKs~HD zuqGDiH-EW{x>YmNO*)wQ+wWYLj)6~gf8d(osNw=SmPG&fqXXn3qs1Yc@i$7y2sz70 zR~NC_q&8||wTh>hrH`6%D~H$03q(sbjP9q;yQlm<_Kc-_nG{2?OOr;oLw+gLTbQlz z23-VgB5;uAqd}@kT!0K1F&k5Itk$z$kvP0d%B%^*wt=efYAuptu~Z5wXn_qcdoy{@ zx}Wq6l?3jX%B)XDp{V@5t`QQb6s5cSuRS{aDAT-0+F=L>of|9N=xQdZA&+O$07w~XL=iW{+GvT zwNW(&G~GnJBD315pgqysOcJHBs4^|v#soD)*Q>iPBQ8z!kQb}63-SIJ{_)B?$_ute zrDK$g7iawGS0(|5vfAA@L%#j9^f2!m^|p}`d~JTYeZNf!MxQ@mRmiWTguyTQ6voJ= zEhHcKPpPQGy$cFZh2*qA{H61PA`eZfJn&{&( z!28y4HtL8Ledmy~7^Nmk3#A$9L*0*Lo|Sf|vkz;c3k3y+p*p_$t*5^YZ_6~ESkDvZT3z@dcd{3& z#m5zTwe95n#S#U7%jg;&N(EY5lSd>Zou5S&Yjp>|j|Z zx8|p=Thi3c;H;FlAhQ>|8ejdUWQic68JT%)Oqh(3b1aTtq%P*t+JnO{6z+lOS6uV2 z`BIxhxUXe?m4Uk4?*4mA8xQg@8cTi=NkyhtZtL1W*~7`_WdT=lHE#|!6v&L-5&J;7 z1U~VBPED*;V{_G31&!a`)3lqQtb%)DynweseHZWL4y`QLgx^eFJ#lM(K9A^^8p> z2j3st$dzm#YYE7#m;coGz}F|$BQPQ=F4IZedGP27OQtjy*PKHROWd&8T+Jc|B4@DQ zS5pyi@cvSdd2oAwZ_Ox9ioVDVj*8=MQCob*uL?H`ZCiLdkr?gtOS*c{2ux| z6?1Me$~bD@pwU0Ea6)ssU_NA%h&Kpfy^7}zpZskHQ3>#9_L)gbjYp{5-8yOxB3NOk z*E7U>DsqA>pX;Zf$vtA$|Ih<7;3Phn^2KLUEZn=^jG-5eJxB!|{@2$0+_10zB+aMM zUIcarRfsR@+c%{gIqneF0?C##imo!?shDSFVU`++C`oxo@6;Jg@JUUa*yAF5pFI*I>c z#kN;`kQBTVV&y*OxYpxGtrQdtygPw))w4(qD(o( zsLje|og!+7&gbP_%ia5oJ7K5H+X`JkL{e~}{5EZd6?6erlfcjNs7RC}ed$UrCiAT{+ zk;j6b^!x}#pz&}$M)AQ;in7vOY(?3Gw){L!{*>og?%G6VOh;KuN6zQk#EuHxb+B6W zTlq(1@0%&ujUEqqo>`bj*<;x$SaZo{yhmI}M^ z>3Byy&y?j5&(5xbbVQ3%tP6;z zXQzXg8;CbVli5C~v20E4xYES3HNwUT&P$0op|z{VRdb_l4f8^4-czA-Kia}p8i%6i zn%hj58#5{ECVXB>%mSU3Z4%_az9F~H!;R~Br295=&)o_|gA&pJz3|cf6eSssr+j6f z&8~)Q5BUY8aTCt^YCR&tHGuAnNfWuS&l&QD~yrnARG8fn#*Kzsa%4n0V*FwR2~r*^7%J zVW?kMZPJ`|`Jn*am>gRNo6^jqyiE++_PMI271shwQFaOp?Hupf!4P;DDFD?XScA(P zViP;kI_y}0Oc(lXuqcW~XZ-Aw_6IF^EBkN@zem17URk|vUM#G;>?mlCFBF6#L#Jil z;S`g34*6lrUZPvsHWGDxRcB0)p&Xg->dug4)fpgZOEqB|Yzv4V=VDww!)8E4n<6Md zYZ>qqdS~O8w?@Y_syUkzmGxOq!KDO+{v5{-w#YZ(;>Cz!Yy-%UzAtUJFo0y7qU+Vj zVaUf?zE~INsxUPkluo6h2qOI5;kb~x6u+jWmM=~%d^wX4?nF(z&eniZbr%DA{Rt<= zm=+r&ZrCFQOJnt`ApF%A`vSchyQ?4a0*mhsK78`)zt*e4#y_p@8r!=A_Wv-y;GY%; zZ7vQeM#_hEul_P`kA)23gOY!}Aj~xL`lCTFn|E#E={>HGxS^vdW$r`^6aOmMT7>d4 z8~hUxA&S85si*SjO`xUI6R(lRdKBQ7qCN1=>#{fkw3Wm;2N4lV!J}I52X8oj3anNg zb@2Z7x|zi5KUW+i%H|QW(815UEuOPmcUjjYt~^041MI(4zYxaC>G!1sTy zJ<%0J%s^%bKFRMD1;VNCfN)rOGJdPnok!Eu#e(-;e)`_v4?wO63GSuGT_QxqUt-$@ zX~3RSdPi9Ed=-T|h;c2l%5yZ)U*Pa46JsoVA@r&g)~FpY(AqKm`FE($&@CnP>E)M& zZu1zc!u$R`#N2jZ2K_8@^zXf4l1TsdDaLJ^;9?W345iicaqoMVqXxgPjU)z&4BhII zLz{(Pt$8xr{55k?z?~z>NcLN>tu3!b?(b6GDmgGxJkj*0!-d!S4T+fVs9B=X;HXmn zPG+8Kp?uINJp_YEfx!rc{9|eJTzU^M`EW?rU0W+qt0vbW&vc&($$RdjlP{K=9kN6u zdV%){2u5p?`T+4==w8t8r1JZn40u9pTXo$#>3Ltb^V_S=Y+G)7cJ&R5McoUw7RK7C zrKC_5t%a4J_uJa4MP*islkc8V#a;oj<)*vy=jA_rT?PG%Uek7aWE_1mq-tr=1T zCVye>u~4bXYs^k~iRKNg9DD~OKkR79YGst}iIDdH6qo;A%hvQiN3GSMRs_FXiJ9|MaF8e7(aWr^9 zA8N?~HLqpzm^$GoKA@!^@&fKR4fajaIbk9Raz$_HSoj|@Ndt1 z#?eyj%LoB-Cq7EaPAM)KQ7ER?uNNOp1>f0VeV4f;tJ)($2V6ZHzh4(Wafli- z>od3?&Rp>QJYJG|_Z~a@7)v6OarjmX(vQ~<=LLRfMlj2iuN6M}SN_(b$xsTrXLB)C zZGGh14dm`0vyt8GqqRE_LUo_uyUMDy%hI)y^2~$FRykhJmDTMnFD?s}xZefOP#l(w zF>OIwtH7_{^cUJ>henq)}n-J-{{6`dQ?zJfF!WX{&1;hyNU3O4ntfg0Pxd{nPgPo%uw z+t~Au=zVyzJ^FvXy1qxuY$9*IQBaq#DNU0agL~L2Y#g9{Y3c9&FF`Ox&JxAZ8MHyD_LPu{`wqP&7IeqIS7WAe_etMM`Aap6#M+O!J)w+;Wy(uZ-3Ewn&xQYSOSF` z954S~)gA%%yoW4|jlJMe)2ps_Xi2sDtO-)+2#FS9=b9Q~Ywa5{s?T4$IkN{N!)ftQ z#paF5byjm*gfUULNQbb*GW}+|P(y5H-#Lmsxq*Y1_pUA-4wh~g8&Nc_KHgQVMXtUM9lNj5kJu3qR-O$45RvP?LDmL~SRDRU0` zXUyS6sBW0#mnyG84;%WC`Q6=vHMm=oNppwtSlb1$Eli#R@AmAYwX{%mcHMKmwn>4O3wh()zYwZ6kw=pp64sb3q zlD13Ilt@;<$#wZfFP_pK<75TBh*|DAK7g*j!_t^qj^p}5EPT|ei$>BMNIO2DZZfet zg0ZRybX&ZdE`Bw4%5*u1Ev=Qt*Bx&zUy5q&?c0q$C&g<*<^e8RDL)!Gh^H4}Cc%vG(wff~#CobIod)k)J9MpTbp94Wl)Yd=%I z=z=Of&!^P=>lDTRtJaO56;T;q19n`pe4<5w_3DUetNX0I`DAFnW7*9$+Sh{U!(wmL zjNFlxZ%w*dlD2oT%ZL?{ZH>tA&W`?c2A7(5xuY@3R`PS&HGLMt=v_QYr{p)n^hV{9 zp=-+p<<=C$Hp77*`S?{4mDN$I6LyN6l&9W`JKV0c=83u>#(MITS4HGjM2VzDJnsq5 z#1H@DDmKqOiIy3(q!{>(-8`&}KMx`+tGF4-;0pZ&DBiIyYuCQ4{>5$7OHg^1!IiFO z6}jEDA?J9F1s_IralP~rv@trTbHjbv*x!bi%r||}vhJ+r$bQPK_gDsq_R%H4B$X30Bby7(F4QI;cbr0NtC=4# z%Ar)6q@N#jv6B2epJ!Bfa|5`yN)qe?24e{S9ZmS@}ZdG83kydC^C3JEw(P+rKmHU0cbtj4UMLNFq})ljLMA99D97+npd7!rR(2z~ z(gC!9ruwB1%!N&1Tm#`XdA+a5jX*?W$!aEM{ctepZIoc9dS3S0Y@f-@^K|)k!CQaaR zQwK}NodP{VQ)vz?;34uY^F%Xs9L*95%jvxP$ z;osm{I<%>nHLza13G8vconfh!Rb8T%cjvayE1F_Y?6Ecq`vC49Q0frRVisMJh!8pr z1j&b>A*>Myw(L%V#etk)Mc2*CA(U*N#~rU zFR+>Wgx4w2pn}LMs1V+d?y<==BB^g~iH+8kK)2xFv)v+`L*NMlN;@(op{yIYx$M3+ z3K%#EEeQy}PM#P30HW>>bU|(XMY1hspd}O)Bj2zO4p;;ud3m`Vl|N_i2s^$fDvvR} z6z>86dm{t4i*wVW_lXq(h}{DB#NeBi%Mt_d5I)5zo;Q?ecf5!IsB^Z#-GDMxBg-l2 z*;5f!5zz@KD&=0l!ainRSy3{xC>P_=uk}LMDr_mr_NyGR%S|b!k+vnEKw9sgT7Xs0 zW8n6W{v><|&hmzKw|50Uv!Ngjwer)_J_IW^?1e*5-8d)WE*Q&$A5Rp&^|>c?&j0`7Q;f4&XVfdr6x}95Y<*AU?m~+19;&<&ni$ z8AnO~BfQ&0+6B+o4$C(T{}UsggDMa{VRK1l^edGLu)h*E88txE~k`+q;$F> zw~f&$MJ4HSN^(o&T477f^^{6C6D7k;B_T|bgv}C}G*fO%t{Gbli<#yAd%ibyKHvX- z|Gi)D*Yov!K40(gem!50=i~K!t0P!f2!eIxQS;4Zm{eb!maDy76k3W%Az)FFnX>O4 z8X#mYBJ3r+awc9`3LQ!1nj_Itbm}od<%SK%UY++7i52;e2{ zvG@Zs?EzO}4R>rrTs7vyLtNdO@X2KrS%m@;Kyf6$ zZ2(Kzh^i2|=O(j}2EOEL`{=KhDEEK6Qq`E1AGBl|2&}tOFi$O>pIhs9A9d!(1yux- zI~@A{#_Tg8p+j$)pO=IWSslXbcROyad8HJ%ro#X5)c$wp1|JXQe9XK|&m*8Q-f04#b@9u?$jM+{kQ)+on?q|+A*jNGT6z($=@D-FA&{!LLo1>1f+nv~24qFhzKehgYM6Xao7ln;+2e%IUJ`PS~lu%_xCN#4u^ zs5laxW-3%9(iV>>&zpMhG-9kkFEAuKx=p8}$zqe?>Bi$Q_Uy1TLzxyF+2=}{D}qWaDw`%Tx{L}B>M_0*Tdns8Kc ziM*lrK#O1YBLhb{%n3hbqvS;YfpENtJc^cS$f}9G$ZNhRFF-Vmp-g-H9@c!9!c1aJ zGCO#6*S;~sZ?sy*$>c3PtcYFmBl@f08xAJ^4T-`lGE-w@D>suxIKT(=O>%}cAMiT@ zMaS=k(-&7<{SnT&Y*Hq}fBDOTM3#5eVIwArojwyHPt{4DgLw@8)kuV4I~i=nUBrjR zmvwMkYc`DV!q>_Lt+}(ncg(PTHfCO%*%$N!{+=Ka#*q2BnY7b%mgtYlW3wc`CFPEs zd7x4+>L`jlg0*-2f(~8f?N`y*-FivBQ7bNOt%mQ*(N-sCBpl+{-5m3eW+zd z&W}$oGfzwl?N457esQMFv=KJsbFM--gpBlg8DEj=zXYO+?N*Q?`<$Sv8Xb<|5B*ub zo_MM4O#?n+M$otXRh$!b_Rp><(;b|pG=UGB^cShzw=u|19Ia+PL@mRB$yw$Dd|x|b zhe`;X2n!)_I^h<)RhorEOt|w?vMwsKq}F}Q4cBmcZFdtJiskutZeH1s>Zc|6XhBrf zy$RwU^O@uw4C`>mf1vnj`m7fkx=^k_jP>=PLRV#*AKLBUpWwDF!^xFcH)_^{ovR(s z{SyVBOGueI5kZ*W;1v47bctx=5b^qcy_i_|ioq^ca;1?H?-3flgjs%-)`}zB*`9=H zEh(S4NlWoP-0Ij({%;83zabh8AC9wa7%n#P;UdtMe=Zi^sM$l>8SSsj;w~ZQh3;p9 z25!Yf(1!1K8mlnA~M3ZTOZVFK?qxm(N7ZZS_y|g(2*XXH0^2ApM0}z5~6GLkS*n zxsD<_;+zJeF`XJ($&%K)z?$3661x!fi*b6K!8rHD7!;%HtsRSg%IflH-}^tH>0&z~ z@a{!2IyIC#W!l3Q+lhN5o*jS@$;R>8FuLhMP-gf4(GDLU6YxK-{WV^L5;P3y znqw7x^gxt3*&Ey*T zMUlT;btt`amva4cXriTE*kec+TtkAY_aS-g&(6;cel7`HaPM&P>Bo|HqcV$#cKrBP zC)otw-eWhyMJoZGtEoY8(teAmwgrd_bDNW4rAExkaW;?~U?*J!A@v@?NgXEcdNwki zT%hH88$J~Gtv+pu9Df@?c$7&)DvUU8Z~jc@ob6UV%22$iyp*uWdG~}`R4J+x&TdIv z3;tW`bqP`2ak559nUl7}yq=T$k$x+XNp@Gy3IJM6%Tb5b$*VRDsD@c%lDOyD6d2{ ztD$$+r(j9tpV$khXBT4*m3cU0{6m5-w3h86_xB06smXZ-gymi5HyXo>_MaTBEZC1~ z5(f+Y6g2QJ6968p9PM0{Y%75`y^)cTCTnRDyp^+qv@SdMo3uI3vO@jpXMVxDOT}-L z;RP!2*6hVxL1+{uqU^6yb^ov!({jF9Y(KQrT5dr?wdgShQB_ z+XjErIcP@LcXB4Ok?c78@Ye9rJ_R`{1Fu8U0R6!kj(WVPQ#wgK`gYXx6ydJOMM z$pc8E5I?8mWP{)OgjW2!z)Lj`IT|R|Ck(T_NPa#q2xi!1XI{(6JxlEF zqa4YpF4Q(}? z&cC(&)gWc?FG{uT34^r1ri1vW7v~XfS4Uncq%z{R`mW`lYdeEaai?-?|Apu&vEXyd z4g9Tss^$hFmgf_AHHrM#ZX<3j-wveI6OWzq-?kk$hfhEozddy5$iN0)va@`e`RDhW z2Hq|91)NBBpQ4CcKXdI{b7cd>deye)E|g>Tj#?rBQ3WzMw^jTdg04Kh%!tHe_uG}h z#<{k)h0)cUM#fv)F(mlJVs7D5{-50imMC^{YtPb4xLcE(|5hh95DJW>)~7=6I^!u3 zb?SXxe@eFcc79IsFP1jCz3-#R{IA3FXGc`89?3izi@qYll2x2|&j|-^He=IVC{`ES z#23z2?iZ1%=*Ezq`|$v3F|!wI>jj4SCi3rxfA#s*|HD0~oHyzsY!)a@(`ZOy>Ez5la3-2CVa}-`HuT-1@IXe8fFL$f! zk50Z@j5m&V_G=S6oZpAMRYuNvzxR=9YC2f`>D36~&^Q~FDC!q`nj$ag{0I{gKi5bY zn4|BalW!O{*f!Rzz?ydeja(l5~1mSRM}h#CN~8Z$mTM9Z8`6|{Xo!~?)LkB+k#drn0Jm{-(qssF3>Be z<$Ffjk4(i{J-_L_?shL-GkZppPDL7VNY>SP4hJ~HKlE;Y{7lo#Z1UVpr|(v;PI;E# zMki4-f)4EFMn7@Q%ov`xDDs~*4th0#82e+ND%&jU_V{hK2X0y5?Q3QU5yzopm;EtG z_0@`t2dYoh-Lt0Y@s7Jw#4%S!jbHfJ>roLNT3{l`I{l+pLpYM25fr}Lxg`}*ZN|`@ zm$00pTSKr(&u~8oz_{2nDL z%b)xB>45X1$Pe3r+?8rDnW{ZRE`z?iaFrN;re=s`u&Q%z&<vSvDf){7?-&i<*xM?E-Xf=V7U>%z{m&)x+ zh)8f4RD%bE(CfA=hzxp=z)ZMb0Z^?THsPP`uAUV0cFrf8lubJ3Ckp>b_d-e0XHk=& zwkEmP5%3!Tctdtt`fP=)A)whd=tE-c!TyoIyirMdfwiLNZ9ZJIJYYU6)OmSsX}HTt zf`FMpj)#4^j?WCzk6n|XH2f)WA0W$35|z2;cdj5nGRsYP1c+$nfcgN&Ju+!onhVr3 zq~q;Uu?WGEY;#nrMf=7G=WgL&IqU=;T0_CZ9P;lJy;v&8Ow* z9V>-?#<-v-8*9oEZ*M_aq&R{kU*Z}SoLAjXNh<@}ukabP{5pu1xDyZBzNpU79sA);tpU?pw;#9oN*1cXAE3mu0CO z(Mr0_qjc?_@qojJF4m9Ut_f363NMM$%^7@qFGPo(b)>$sEeDcT`E2DvPR2v+jB!$= z<2^CW-222PPZuEv@;r%Ap*g#Dse8FvF0p9;kmz?y$vQ;UUzFvXsCZ^Tdiw+6UR%~b zGn)SKT6Ln3W>nbTs$(DY?Ghv+aS>pC7>7jph z%^x%LPEQoj<#~$4c$4^}^G%FoVRegs4Or9*I zg&p!{Yl3(w#-IBT^D$OrvGY%y54%O{*q_n?>fZzp{cXA@Y89@b_B%357R*SymD#P} z$AQrf@?fc5@91*YjLsb2!_;FK#;~ax^I485PU--=P)Vb^Es4FAJ(Cz!#0&13DeGw+yd&;*-rQy6lWL2;ali=1Qy4nKgRmv!RUy-eAmvZO(XvZ z79@x5yaCuu*V@I88jI~PW)OHt5f<}A9h5%rZ-52nYTrz$o`{5i3a{LDa2gPm5EWq+ z>QkY-_tUV_ImB1fj<`R%eoEF<=y7I18uLW$pzc*kKd~SEX>pbI-JftzORr(I9|SB2 z^5T1fVHhu%573Lw)ruhOGeJ+?jacg{v6v%Q-I+mloLJU1zt<2q*}sFY z$N(g+h{(!|-YmUF1Ad}5pABc?a6SN&c$_%i4QJ&p$|nM#L!SFfMAs+_2M6=+0_r0t z>aaN;3uo`HpdctN&1;bD0+hbOiOX9%_^&c z*hBrk!czLO&vCmT#2MLxn|9XVRLus=g~U`OCv@D=`p4k<-366N~`8H z$D(Fo41qS-dA7uX+O?!|>9F6{AN`AMF;+Nzt3urTt{Vu#nKGow7KuGKMEorczR_$> z;;(_BGr|+CGe6A99h&H6 zoUB=W327dMX7QBf15qY@lvXJX&;^(>cCbU2Y$H*?NvvtcNW*%z8W}`#dj-$i6_OTV zM1*Kr2#-lJNLG~2;Y^Y#8g2vBaf9d3gDDHgcDIla>@|P)$>CF_i8Z%TX=7&FXuJit z9Yg`*%^QT@2nT9RDX*b;c$n{4Xcaml0KHtYKY}$$Fy3xF+xWtdrY^Z7twA+WtNCj! z)y3(45D$sQ1H7Jy95Q*Dp=@-7M?yNIzzf2H8d&T*^3ssoAJKB23F!q{(%b)j+{b@; zqS|rdiLZQv?)l96b9%9q-ycP@?@$vMKaOxwSssrm&w;5QSfc73d9lQ^Vd7nl65l84 zY2{>wG<2GGwSu+)6g>Bp|Ezno{WydsQVl$}<8b$-uY8m45l0W{-OF(mm7=_7;6n>q z?tH=sLYJpZ3}r{lWNE(g&AR6kf4U&M`NmhiMR(gNB&GvP>AGQq%bA$rlubUWZZnp& zb9RdqcjCz529bm~BoxzGt6Mvf^=$NZGKT#%@#$qG^816PtC2l=Th-8Ewyvdjq# zs^HYt=>b~k5Zj64gb*Z)2ggdI)xBDaZ5UPUbPjwEl_q}%z&K%}fN3W0z=UkTkUw91 zOr1&133nx3H?6T3jXjEXKF;y|K2gLtIU*oTvMNgjzrlWZ#DFkanN-Fb1jPgGsIGnw zCqUf7T~|-Md(mDkkTZjqyn1|)xDft2(F(4tmC4~#=4q$wqJzem-3Z9dbaz!R(4LM^%KsHM5V3IQSW2UWVKWZ4$%sx)vRGCpXp$ac@x_74uKZ`&C*CwM3G-TgC^ty=e67S9`lrCdWx$4k^>xJgL8<{YY z?|4Y6sG9zGRBhb@!V?Z6_#hI~XnK10R*@6TTWA|d0;@(2gF8raTSX5lqQ9-l|8A$e zR6sz%;MnEoSi3|zd$w|H9NLZ!$#>q+NW0y<6EhJq9OI8B97s2wJZoj-O0mG++S$F$ zfT_S$=8OE~8^3Sz25?fnKHdw-z)ajP0OT>+$3z9T^oA|8?uzxq*+HwL)eSjcdD{SY zB%_n%;q`W`4d*<|JS(L5Y}5*Ab6KIm58-s*=MSGTBx&z5^K=~s)%XxB)>Z_IuC{i@ z^gSPwHL#~olWDDax`)_d9}!ouXJB%2eCI~Cxha6>&~72UiS`tFH*rm+{;Y@Y+x}#$ z>j0;1^4{NaY)Ww_>0NRkiY0B1k1K8@D_lp8PdT*3yiS|YWcOn;U_k~iVqQxmnkHLZ zcR-YoJoKR4xI1js7E1Ru)caz2P4D+DFxDHbx(Hd6VQis9^47h?UYdv@Ox~M&4-?bz z<9=G#n5{BT&4d5LROJeZ?qKE9b<8I;qrjB-Fo*jO*|E3#uKF_py4O1n!>BJ-ljAE# zIvdU9#|7$jb-2*hRQRWZL=K$+VHtfXE^Ew?y%vlu zLS*LZY-^E@7+;Hc6dqUwF2Fc1^FkpKO_syb%L)pJztpY7=`V_OidaZ;^> zfh(YNq3>sG*Vp;i>ncRzP2DYDE~-YuVci5JZE{i}qIo^mU-e_i}ZO?KFxkXTc^&Aog#oC6=qQ8+i;#Gih*OKr&496X)3&DEr zQGRz9EoL{iT;iQ<0LBV=KyymV`&rjuWo`yP7k6Py@k7hSfLEymmEypH9J2HDyB$oG zB+Jz-(Py#fVg6gkt(=7^c^kMDs9if1PKoR=;bUfmaqO?fTHO6WY{B_gX`^ms-r8tx z#9$-sGmD)5b#n1Bw_WQreCLpp%~4HX?@Alx`a8Yh{}4`xKhw@sAY!9=U+YiU(J}mqz4>>REDIh_$@m8iAA zTseXj_&rZP6LQ1NxE+16EQ{kb`R9llC12lXE&nCQX##2ZY5Bmb%giA{eC%^XKx6tF z$SABLC^uRy;1OB`<{f{tJ#xyhQKyG8-a$41zKqalbyFj`h+|(U8QISEyF-%~q^-Ya z)#|klL~U})#y0ht!pH7p+z^LrzB9=dRRiIx0f zgs2By@5Yu`g)V|dzhBn%vS5aFkvwp546~A7BnTx*inEx#vO!g@LmASPG2%$mag({I z(owU;ba`%CpFYAQrwLXC$ebsy!Mg|z=Se4K9e|tHft>XmF>DK67_{1o5<{ri&39Q0 z3@;p(tk2kt(q4o#&WsqJE#0M~AR{N$P+o+X%*8JPhy-|0CEnZ64}kM8C5WX3s$@|2 z%UD4@p===D~Kl?2*UMQI-iJ=adob#KjSa07H;khInod8uAJjbP)^Hd_+Sfr?N$G$D`E*s z_x5wCeW2HUaQ716Ws)Nai%O&K$!Jr9bLvI&8@9Ny;j19pKx$Lz4PA$aFJ?6Pq`Rrq zn|#|zi!{plE%|p5kuhzYgB5W#pJEmoZ`Uymoaj)+YW5?LDJO-J{z?N+3Iq{p8wcvBs4)I!Kn_y$PEfhm7+}Dr;fHa>zxv&dps^A zBeAmUE1E6^TbB-MRPQJ?1;Hs>DH6xK{c#_D3B=~&cj?jeOny?(kR2Oh?#(*RSIrXQ zPJowIW|6yEm^%+96f`5)UF%=EwWxB$O&!mJKt-Jq_xdRwWfs{-*R$01MuPt;)|y9y zmAgf8W1axC*w^jBV~XJsuvocDIqkyjx?veL0|2#fbhjZ#W2;!okD_^NVNcLoe1!XK zfU8{#5q-Sz?v(n8R1=im3(04AM6FWy!oZ&NA!?dO_Sx%O>TbzF>`5HmpM(w}-Wej^ z4It6GtNenZibh z>SHPJ{6vTAwh)nf!L{iWKVIH>SH0@&aUaWiy*nH~D^!5SO~_iW@osbBJme7JgbyaA zJkj7L%Cp}ZNu+qw2=^)tq0k!7UT5YK=Z0DYV(%H!b~0SWf+%%!gy3@ z9foEgZM+^l#S@0bd96n5RJM3`>$N&&xt;z%TZktn#}%Kwr%;)njfl=8$Y&4cOxq9C z8Hy*8oXKf4?U1mduGM$b=1|lUq70jP@6}FCOpI6Je-kj0tB)CKbS?3gPcX8^xQXr) z7huX0!+ASSu$!={&b#FYc@HuF#^Uv@dPsLoX&CoIaG1FI7(#k0Av!CP^9WVQ*#xyV zly1RGDFJ2y=4$so?8ZDCo3}}MIqrr50!cMtHzW!m3UR;Sfeeo+BpO8o;Gg`3{%Mi> zc@F;^rB+)FZj&KpS$zz0#8A)*gG)NkB-iB!tifTyG2j)>Xf;P817fQEAg{M+K4Kt2 zFu!+AtYE7V4@SR*1j?9Mw;}${%%rY%qkEAq;2Mb{NDrJH=kU|8XJfecl54fjJ3Qt( z_lw?8!yLI*QwxGq&=M!sSbG%OZrX)3uH`x@G)GaxcCbQLyL(Qz!_AA|#= z2FCD%mi;Kld^Yd0K`+lGdvtc|*{4)HXFc86)@#Q+dYgmb*9Y&bf3q=iaJZ_JSL6-I zvH`g`QprZg3l0VRGdQ%lzLIbsfZu=d#YdbEOSHcqd;oCw*x=9(=paGIReDmocJDZe zmG?l$o<@_`8yGWr8q2+dFFPUweQit~9Bv?3a2}y?BU@QU`Ok8zLK8N4c42Eh13T$# z(x&_X`+E&60CN>wl`#Ylj=ShEVC-wy#xnT{4;7D7C!J47ay>kK-xT(wMoMnuQ{`_i0~US#ZW(paz-wPE7^~X#oG__88%kmHH1Cp6jFUqs z9I3*2m~#$EEWbGbqL!=%kwN9z2ngE~1Tvg9ZHVXMN@4+0rfrmIzk<@wu|pUb7VYzK zpK0HTmw|mz)-(P$h+ji?dlv2U;Qm&CcG+<7wixbPpT#S~Mlar6%~hBf(2aT%O&9o# zsTe{An6e6eh`**=ylqKD^|5ab+VBSGPRARbcR1RK=Tg{5CN^39ekd`{&KD4B_yk4A zbHe`5q}dqwGQ=AvQH<$+tG zr9P^T{aeP{V0{PK#9I9h&jE18pO@?L%1}r|Q+nG@8wVUg8g?!y!M%fQI8XsAz~(Zb zILs(PI4}R{L-xItStxzY1#<9PrAY_Iz=MV9$vl)o&|hVqV7_G)K=8>!&j$EQ%@4baYGP281AqIJ4q@4b#Ve*`}Otm}EN*shep ze+lLkQ!1VeaM}2GNW_P@F>fFmQPBV@zCDfpPeq1YA&AGNn6b+eH4?ToA~8smt@{)B zJ{q{!4(^pe40q<2Bl~j_7+H%B!=WYa-!kVaE-tKgY+R8Z%~@($x9sQR&`o*hIrU=u zu1K1^2WE5i3IRZb{Bdu+S3)DNsTb5;k^5Vjk^EmXu}&TRP&8lqzfC=fpqt3UaNPNm{FiPz5{r1v=HlDj*z1^ZG$8+DoZ6LoQ8Jwx7q zm-*OB$~Q{Bmvov+h6BZ)?8{E~2l#jo!4CZ%eayA%t`{RbC~NvmlXHK=M)e50V&#@C zQ;HuPd~-@xVYYXAvwvw^t%`S?U};8@`WRqfO(~kTiuofhzp@} zyIjptbRH$Oqk(gYSo%d>WS0T!LhMklbF?W{c}Gp`*zNA(%1rOQ^6}$tqC@OJ>V50v zTM!l1V6A&KAGB-al>7)9)Hg&qo72aRpP@CXABv0Z_M$ufWc+yyMBL~`ElG+4s&Z|M!qN|zwT7C&1%6nl zy6yq~?~A}yD)%J?IXh$I_V72rKAc}l(x2&wbaq^sFz&>yfUh*e@Y6MqZ~au&(W005;V91x4AOEoNA2HIGOtAW9_AN9Uv%NjY%?DJg(x_7Kl9#a$Xq#bXNkM)bA#jlsHxTa2`c%eBM@J%yb=y4K9dc*BbjH952>NVNu%o zZ*e5Pj8x^_?-Sa78Q#W#TGN`%3GeM^zd`ldmm~_ACY2%c+qVbg zN^W(9>D)Ld*L~ZUs_6cAtDmvoD`Rq=)7WB+TPg%12;r z6@e?7DH%W(97og;bVKg2rWW%P25Q_3e=TB%B;>r_ZBt72Z3N26jw7fbC{R-o{9MG|zsS!&1&+yUvXp?!o`+Yvsyu;IZU5kIAW?`7Wn&r-c-A(UZ(T02rd z)H!)S-jbV*s6Z{wG671bT`XO%y8US|LU&M%6#bi^^s`;%@5;WN~&3Jgv2j#Qgpo!53t z?EP8do-l&!rypf`w=31H)3plHshDo+^M2v}X0<9(R!4^ zi%qpN^eDw2v4X`m)0@7vtF!UHOL;{nBja6n>Q~pb#Q?ELSf_^&dj1Lv_l~q(29%{u zg0Q{fAguc(1$U_VWT>2~-M3qmRd9AP?@4HsT#|Seyy}bD<{o#_Ky#$cbYw{8(*=B8 zNJdF{MZERko>zrtRj(xAu;n_b4)xT*ma9A)Z}wPNU!tDn;C)2Jp`Pr)^f2cvLSu8@ zl-l?O`;)9QSX5(ySHfE)dF7vUzjl@WBf=M3yGSXi$QU6=*}J9c z9)KtGM7$F?KFYeyv!IHUf6{|mQVMu>{?zovItEjWB(L}(Aq}GtT)w94U77qA+;7?TN%cQ0*4#N7`rA_bgDlh;&i8M-RlS;>r!?Y z>iC5RUXiH{*!tldG)pp{Hpz#l6VFS%!t<~k5}pitm;UwB6I|}WkQ_@cLLJJMv%+na zQF_uM4(*(N4Trbjl&EborE|WFQ8ZfrP{7YcDo(6WcNKIWL)osBvVlyDf8VTFS#Q)1 zz|@)Yb0Kmurf^6TVITpS$hEiZyj1EH<&A;)<0fvTlr@yb*<&2F$M}b=)o758)Y(9W zZ$%w}j!D`~hiy7KrV}}3E9!AN+J0pZePX6#V=8+0pHjsuiKgB2ZjN19BV|BYS;fP# zJHsuHr7nyHWC0@y*smkE6p@2&H`(3pGEUK0{O!OE1v%f}Z}|=XZEnGj9;eMF17ihQ zyHvj>4_*pc=te&?d?d^)ueQGP4>#t&*Dv$TmzR$^x3BYHjg_3`mZ|8O(}V3~=fww| z+tod!w41@aLt9L?OHYJ%e$Vxe(R~3ln%Dq)Pw&%%zWbdYD3!e(9LW{N=niz6T(UI2 z;AJTaLWn?}-OlYA9(M0S`e4uXYP4aa7aSdb-BI$U$f5CD7LcEMYuryjSE=3p#(;&9 zQ5rXPRy(sVs!CZp0Xbou_Y*29W5!fn;lwR2v*cJUNgUGRPc)q@E&(S=^}@kVb8_ue zjY2Y?0IO&ftKHAtttq};x+U~h9e3D|aG#FdcAi}6V6xq#p24ifdi8M7A$d=trR=H< z&!Unf**;A3iv%}zVgJmjarEq1869d^A*sZ^Rz^!o8TftMea=bbSbTpOaXfTaia0d; z>B?lkOCOaY&0=qF>w}75!l;n4C)$GXfCTTaHj?eHlJuyX4QvA(I|AE7`;0UqkF+!I zO;I^x=aC0Gb8dVf2OaX^iS`XtftTmtDX-Q3qM(-J7haJ?W(;O^y|Co zS11xy-<_XE>umJ=an#xln51tBi&@di@@dr9K%Mv0WAH}T@#Bg*fikn2ZK4iaGN~B% zjgljBSR4`CVQy5`jE$-zs5sdB0^KyP;r&PddyrOIp?I+4vuu$F&DgRXNUV*9&$g|W z=Mw__-T}kq)hVl2Lg4K?_TE|qFKf{^WQov3x-cDE^*a#)sl`pi8*xX>R>H(-#KX=k|P*s0OOtL=Ts7!#{Y_V!gKd~Cf#;Q=i>IE7$~Pe<3&bY zc4qWNMTEEYLtacepJga;=>wz3@7-HLszYw{g`DlHFi#YU>ayq+AfkwQ5>+U=69K8V z?Q!V)!aR=uI(%qG=3e<8^#ql2XzRkF3eU!Ik;yaAGO zddnh)d}m31w+8W>AWr(5zgrisufg@7b+;YiN0_@VVtCiAB;`*aE?x@fwSimj*gJIB zbaY7=i2$6i-d?z#pBX=R7^L5+$ptA|ImEcn8(dMKGn@UdZ=H|Jqd^OMl*fzF6Q7=E zA5Cfav#Pi+d+;D2q(z1R^X{vAxd&mZ2GKPmquCAa08w{8G8;LeVj1mvGaM==+Ev>h zP_I4!JG**ubj2}G7DBwZmbt{%qh;lzQ49OEo><_T)^7EMB8b;wf)+-meVj<8KKFXr zcDU|kvUC?1c&);C5#YqjfVF60S@&u`y#7PaYi)|u4M#9;&OTtE`ohBdMN|Eh$9*ug z7eMk?DwdDNuAV?jA6`3u!1>Eno~Bnz!*s1H*IQ+Y?DPU*<7;XSfPCiO$h4~JOUJzPB&Qyn9^gL3wd~=` z>w(|6VlzRuzNIa)qy};KcsyDC+i}q2P@9g+Ypws(PdDpN1$gQ;kY;+X>`$3W?9nrx zz4$;~i=hH%&%@IC*WQb&zl6OLWVi_hekiJMC{kYSOl#13j?-(iQEC0av9|Yqe^RxP zntnhVQ5N_up)Qp*g8AS4{^0$PRSXPO9X6bUA4Yf(uYP=N$I*#zP~)=Fgfxqs*;?jP zlLmHPD2-|CJj@FgSDQHr?JcOBlT^2hDnv}Lkl{oPBl)#H;!q5uDo}8k9i5_;i#ZJ*;{vZ^7 zaT?lRD10JX%UT`kK#jFjQI~wXs1i=7tf@ZcLhPvj5{pgYZ!i{q^Uc;_w27P9Zie+g zEVkK~u4m`t>?Bk?;8LfG;6-VhxZ=4s;3^rZTadCBdT;X;uE3Tc^#K)LspuM#@j>|);f;8-`vxyw9Z^$F=H_k-u_t5;fh1AWl8LDLG*(ZgI{^ZuDHUcL zLYa`<=-KdZTf5?5$4NnZNJi>LV%=9C&mN%lzZ_L|b3xwM7S=#OOqxq4wKw$8ENI~3 zdsM>~`yTtZWJjrF-wM1f362YFa6l$QJS_N85RTF3+jln9p6A)cF7_lzT+n3yo7NTu z@k%^snz|5M32_1W7ZWp_rf%cAZy4d{@cp|Rz>Q9KovK=3R!X~JM(kG-pB?5nneI8n zZ1$U`oXeY7P-3xmQn_WIm%=gV1u{r}b)5)(1J-3f|tPR8Z7GN`B7 z%3ltK3_7-Gal$bt`1ZIKMtVQBaKX61;mFSNSH~4z_4zK15N*c{q}lH%d`_njSghz% zA^tAJYC;@Ja_{qjfxK-G)Hm=d&xi8asA5sE;eoS9-&;H=!+kGy$!v3YJ+FGHxlh{$ zW=PyfjLy~^0s0T~96vpJatoK)b{Mxz{hq}V8E4q{;lrO#zf<7va zIdxEPzaGVwv(8-d+Z?wOO1#E=sD`>avFl;{+2+&p?mBSR@s1hL-I2N@*dr_!A$(9NDu12-wNaqqQv^4;La*c0hmsEYD2eJSEC3dd_)nDD%L0X@2{U^1cJSqsffV1J=EFH zq@8_w)mNMy=SrPSPH+`(*Vcoa65>}#jfGEEaR(XZkJNtHkULK5`XY`~Js^8Q1jxK{^+t|L5BGJBhMB zhn<_zBT$1y`XrS8`uSKhBL5M_ya}1r{BWaL4m{?J4~L?yof1x1QPgPf z+`R}ib8he{U%khKSDSWIHrPaRT1#iJ_fek=5J?v7AQ1uxiZlGyLZ{mln^i32=o%Cs zASaiyN?oW3+gwDPIuo+J>a=S|!|Vv)oXb_Wez6W2sB`DFH>h5pQN7W8L_4l+lZ+pm z>XZVg$CzrM|?S__gRrVULG;tize317MhSLP?(cFL9(^J_Og_trwD ziK9XXIC|{DqQTK)sk#$ozHq`>s*PAZL6l!pldN+c*6qahPw{hrxh8=XT{q=?O^afo zLT?pK+Mckj#-`=Wcv~u5RwuBARk#?o9F-5a2<;A;6L|C8d#wO-zya};*qDrO_}2ea za`YW;a-g1}DBp3A?#Soptxw>#*U25nm51fK6wlHWk{4bvd*V!S~OcFtu&&^bN{nn})X#1VrCl0S`r zs#@bs>Np;>x9SrYsnLlo8hW z%8>c@S}0)1@fY7E26%q2+MeKqT*-9rQI4Zvmy<42UGF$(CoBl>q8R zs=IzYtqH&RXzBRr6X_!rup}oNt!Ltp@=hr2@G08t)%sUCx zGep_>#4-D`1Je)?Aw7O>x4SCSfJIiZG|z|J>mNHxy9p)7B85DAXZrW+`;DJMv8XlX zth9lH)709{008PsQTH{9a z@TO%~YtRR`IDD9@gqtP9vg$gb^88u|iG6_i0=1T~{2qf`1b>T)MEBH2CIOJ%wHkYnzB%Bo3q z@#=Ws++7IlD0Ao~^L|;*?K`gooh;G5-qyC>>}0gvD{j`WIX4>b0t=>Ri0Ksb4!;ZY zLvn;8^TMaLMX|rORErk4wlCKfdVlHh`Gftb#hP~->R2}$oG;f#%i$MYH|;l_&FuG& zgaV0BBpP|1Uh*cLtCCC$$*kN2{$-M+;7uX%6DH3?Y0RE z8osV#-81@T?+rDtY3)!uQ=7cee+Lt)J1xzlhDV@M2smI^=2=Ix{OsIvpbnR)>!>aY zpeWv?BoBiMC*Xjd>;lrFsq;Y`H9BrM19{j@q5iXppGLPi8K7L-@s9+5In>{E_6hxP zff6CEhziG0^Ps?2xXAWZI0haBN#YmC(MB`Q>eQ44a-q%i&p~JDhbcQD zxsdH4S_T{P8j&A6-jtX%aGa;YWSry&urc^bC`xd6ddzVv-B(D)06G1twk`Q0yFW=M z0!5C4gCr4<14Kqy+M9Q(P#GtwmuYz3UFT1n=w(dYA&NiSj{lsnz!?gxSe2r_ZX7}k z$z+gPE!FfGmCOEY6wb%tEomDu(6aZJ;@Z4HL@(58$)Z@^7H_rYgZ-1ketYmaPa=3p zIvn7Fyd^EMsHre=lgFSnq1sGpS`RWD4v!>VQ@S$p5%C20@$(x@y>f?1F!j66b?u^y zK3k0~k;w#fZ}|5nrksQ488XqDqk(KYNZo2ev6h?DQ+bQsrX;VYgPJT%p6Q)iW##Z< zKMQ}$`7Tr~atm8OpU5qu8Su|J)M_WUY}_wDwI&#-Xfec5_yi5^<5sA8od|*(C72CN zmAO(eRpN2n$9N7DR?^%B$B)m%p)PKBhMG$jOY-73(jpqk!Paz(LzFc~WqOC~VF$(cvzGP+9ohzEwD+wd8<`|9lTYw& zKuQ0hmb)`n3IuKxS&0qN`{st?uC78g*%X*uYhg@X7RJhcS|@?YP=*7}GZs7-EEU;= z-SFRU$1?1#*Kz8pRgL903!Ewi7@8%cf=cOiyNdUre@m)->--Z)CW*!Ge2R<{!=mNXjrz6mv>_M z|B;>E4zf?F z#V%SpCpj=sL3=&(;OtRj?9P`0Uvz-++*j4ffOUn*7y@ zMP8aeTh<9)0}VynbH#u&KDzwgyQ`PoT?jSk0xP_%+0Vq%jD9`fy*Hk{O#v}p1A1O=S_`5uYY%(s; zIV4%gw%&_a>hc-u%c=QMh3fauhYzyAvfY!%Fv-1)sokt4C}H1)rl#!|B$NPM&P3nj z5MBN*MVZq$bjS!NZQ~AR(LzMkgpvPP-!ythYi2&hwgU03^6PNZw9`?cBfKFS4d19m zWNkP{(mjR*SKuk4n}NG>53~DE()shofdx@xeVg2txB0^t4AQ}IcBzW-czvUz8=`#5 z)kCvotiG>62YFn$KWILJV|ndtsTJ+-Z?mncLyZs{PV)cTf)a#_3{3RK`|sFD{)&J) zi2teJ+kRP8Anj^u6s6F7JFeL#Crnsb12<|jfz&h5aKz~yjuDrm^r*2 z%xIF0>RJ^rGYXzbz~X0gn3=f<{wqX!HW}~U6Gou3J1r8m%UP{obbNOs>4mmJb#Tz37yxm z?SWhC;_<#n?`@Nkq?)4Q(4pFm$^qQQf(KLM?D1p1AM>PNFhF_*R#d1rIuH5MLF#mg z=#PFhy4|M>`C7r4kQZFG?raoN+XPi+Z9mS8yqPx@v?DhwrxE#-0d;!2)}+b! zP<8xpg~e9E7|kT8^CT1bT#i>xO$q*_CRy7SC3bkmaf?FrUDMI1=q>0KH>sPSkn9}l zi$kX?ipTnHLZ#bEUjet~n~NId&h?bEttRRqmzU=^de(zI`^STV}b^9;M{IYY@G z&=oNm65>(drm%knH6Kr#S(u1{l9eV?Uk(%sEf(CI4F8viFk@w#`LCMzdoqa> zCu5L{=v=96K})62z*wzJHVi;9;vCtjzD=>Da9I=O60uRh4C1LTt*DDFB$xq zCV(!@uhR_7F6DtOrLDFnNEGWHn0+)3(+gAqHX^?>+uE^+!opMmL}l&H_I?XU5s)c1 zSu#Y0sTl~By!l#UVBlSXpn^K*F4?Pt>VVwU$;^dD;CAgTty#$`2tIGzPnwfAyt7^P zFr=3mxPvIm$?cXk80u9q0o3;Z8OI5G<|+3Xjd#{w)0N8K1o)5|Spy*1<2H>=SNM_AUiaFEaK6r=gw+2s@_#613N z<$PJq#ir_JtCfRjb#m!C3opUBd?=j~`?W#ftZCs9=)jyerch^Ozt7h_Xn}2OCIvB` z9!=K-fk(wPCrPK$D6gV*l9`WxY90pXY%NcYr|W_gVLvtBjJ3{3jA}Z6EBvV1DnAqg z;`tMs#;P;Al~>NGD^VDl%7+;B3LvinYLj$(X$a|JqxO-%k=}tan+9|BcsiQO8%^b< zSEPD&WV4@pPiLG}GbY4W$=rt4&18#W7Sd%1@3DxHyjI}$YXva>F=|$?Mbm`(dPftM^ zYh<#&B!H+Db@7iC-XNBg3~*;huDeI#O?8u;*te5&odV@F@_{SUEAKRPg

    ;c?Sn+ zaChbK%v&*&J6ezEeHNBBN4`n(zLxX|Zd-e)Y4LjcdXf|6?}+4djmWi-^rpZ&15BH} zE~(ZA-%39huuwQb7koh%*q{pqdJ`7mlnsX4QVPEU=i*y2v)dWSQ+MEsK_yW|E^jkD zzeVz^p<^#z&EU|FWDWp7<(>bM6KM4Y3S12|0)eaBZ*&wh4_29+>VE_-o5NcldFr+MPKnfol#(yasY3;f!+w|x zB94WzJEc#Uf*j_(4&V|P#iNL}%p7pD%QtYd%lRWwz?9wN0B&fB4MMMDPs!mi!ySiC zfr+dtl#b7DnF1E}>mFaM-hM_}M+8cVai&gixGymucUGb1H19N=!o2K!6oXz6u(9_a~;wfnBpgBCZsWoi6)OMpYy{N7a$COTX0nb zu#yjf-1PY^L+Zdkpc<{UqG=&LQF+{Yt6#y@QG9NTK2gr$TvUa{ME(f5^+xJn3Bu$N zlcLUim!h&68P^r_^OE*2i-`{ghSC-q%hqz0@AN1R?mmNx&p^Kp>7Btn_L|we!$Cp}L z5l~zq%9@q$Ty)V8q$umKPpz2M^g23Mb6FuOt1wiXsz-M2Ed6F_UbQD2q{cwL{4kZ) zRr>AwjW)v-oA&JXdq?MD!}l0Gmj?YfRa2JNGW1zW6!8I2tIq9m3M@#?zsA_!aH{+>|E6jO`JrMS$y#RZ+fuC$5U>-ing{%O$TdcNMJN;Ft2j|^790#?s zPD=MUu*k4_c=W9w|w(7;q&1_UU&9d3V~~b2JRrtIgQF1_v_~3;R2KhE}RS zXoUY;-A(#*oO^|Spf8}Sc&y6^k?mNL1a*X2}>)9cMy~7+8cD9v2RFPs=Lkq5lClL#=h(w zt7s0z;v{zYVq917wF`m{Gt5m?T^j$iU;0zaniFIu^3l~T(ofudAokk+lxu#Nd#k$K z#YBIoh(2C+>44%z+qs=+>ZITrh#@97iG2pT8$t=A=^iESY}H)`PYfKn&e+2`KrVr@ z9vxSlrT_I>I55ZEzN`D^M@8=hpd#(2=jRN}1^1{e&RVlnHP+F0{e?xzS`=t(!sn$7 z27Gvu9T%=ed@p;(z6s#%wQLoh@b2oSo8NJs{z|e`LlzJxw^26R)UgUN&(5VU>^v|f zQCqv)vgceHHRJ+$!!ABSY`8cypJXLU!dkSXhfOatV{?)?aNA~Lm~}}X(#Ze z!5tu$hPD5TtG%1W5a`g@HDFL-^7ue&WTkpXaZKFt z98CJx@)=9{m%J|y;HsCdGB>N}JqQWm_OCQ}&e8h*zkLRElf4Z2Q8GO{iTS)Vb30P+ z&Tk9rv$@7P$yIhnl${Cab2UM6wYzXgOG`WEu8bj_j{Yy%JReb)O^&_%jzrJ(n2#Up zdzH`C_$NuVHY9qc_ph<6+rt?*Ur>V6@3}QJS1uR5klnD#|H4LVXHbC%Xb6!Ep9zb8 z#3*>Mg8ahfByrwhJ*M)box|X=nJ=|f1!3!Y9TNJ&W})3rb`5B%$LWowphiiME5-2WjwXw$auor$;HFt8~4iv~#WQP+-nZOaY|oFR$e~ zJmVNV(`A!-=xc(+x57gSn9}uu{59m#=qTg^Kku_jOi7_Ys)_2cRDZcZ3Ou1{pnuts zZc}w^>6caWKg5bsUI($p+nV>4_c$a0zAWdB~bd=WO>MU(> z*h8PFy$bRDVy7O!bv3{yHjM&M7o8w^&^B9Zq$*YwSDC;V2O$CJrPosZd8J=o4(-Pw zYvv?H!z2yNU{KUW6T7|xF=27D4JQFY1a41GpP;>WdGh@(Tu^$(7z#QHKS1~fm2Bn7 zphFYpPI|asTBhlNArX?{`QN{r63&sTZk80ftI^(j`S3o$s@TWAx;T9$mU>%{&GY0% z8P;zowQmw#CM&-bi$%jg*uz&BQ$aH$+u$GE!~mvdZhME-_rm>01>po+YrF-;_4y#A z0t{r@ZF+yuQKt@EktPeYZG%W#9uC?eKxys)l3IDHSm^zJ0>}}0rZDAWj1edV6qzV)N>BliCK2PR`(i2_sjrrYy3Iq@YQsR?J1cYd8Je)q@b1bM# zJvi0VW;u09V|^4;lF0Q(Os7^T{PMzG(Jct;>s477o`p0QoBleYt=M09as=_KwFgnk z+0%gT!XM3KT-wqQgZ;UkgrN?$W#{K^jOuQ!Lx04l`ssUUeHhl_4o2bo7cz#=@f&tK zwU4E2!$yIe$c$QE%r#5K4(V)`2hA1P!tihK%yYu1GLY22kfofNDAdSOdt~wGEWSY= z(K&zN5gX6CkGB{M89o>2FXhyJr%Hsf!(jZ>RRno{XIu9C@B>=Reo*aC&rPM(ijXk1 z!k*4v@COQC#O4oB77#?0 z*pV@$zD{AjM=IOx*|l8vZPH`Jw}d{=%H6vUMRkX!d!%v#^vLh~P5ma1v$^zz(__oQucVAP!HsS1;YMY)4--;S34Xm| zpiH*WZx}vVBPWq+O!v*I@HhgCV?T=>L0BpTOA`+<>m)Rt3O(@oXfj<=w`ZVqdfpOD zN&5VZiq?e(YKkceCUB>~#{FkrL%hiNxpk zqDTu5!C&3F#(zzkmpLShZ->*;*1{S+QP9x`Rw`i-iB@(%ohx?CfVR_X{s>Cbmqy;P5 z73D~JB41Ro@nsX$nnQgREHx35QcYZa&c$V2q}$y@px z{Q;l2t=UsnrbktcJmG{mV&ooh!iZb8#lxz{>x6dUlEb{4PEL5gDZNc6Z4~ImJhc~d zlSBl;)z(o9vvNeVDP?-N_=_^GU!%opr6V?9v%qC0j=D|e=p1y;Qcgt_NK|MyRXW>g zz_H4$h?-!V8>#7B2!4c5q`fXwC_F#0mgPCJDT!G=&OFCcE3E7K5YDn-orxkQB2Ot% zy!9E6)mL@1;z`s}ufL2Pg$B%K;g@tL7~~~ppiX->!7I}Bdjc(|kal;f6ht?sppuSb zZl;kvbI?jmLoOBOF#s;VRQqmSIEf>j0?7vt1j?j8xmH2(w_6e9Qft7-3X4VRuMC>C zsX7I1Dn*$+Rz90mNlC|;QQD+KJIfROpIcQ{_HIaE`erc`h)Hgp{%gV*wfQ=Y92W?#Q#k$eZQ6wXM#=Mw;4Ygw|s zB5GI~UNWXZbm)DZr*D-8mnW$pLc2}|Z${2&7>}MydIimv?#CLYt=2L6u+fCE6!+MX zbF5)7FXqy?=CQ@i z)K&Nd;|9OEs$+>v-(Spx69VGgbdMaWI#>fn2t0WOKRh(82VgcvJ!cR2$arG;dT5zKKlyWDo@00HM_es@ z)#x`>C5EhVaSI>uod6THfEu|8d||xW#yG`~!fNh)K7@pZz_eB6h1V6jR+X`{IC1(5 zCB`L*Oy6OEkqP}$9zO(b&Fl*_39pFCtc|jdUmb-3u?9cywBGZSuR&{X7%}%EHyJHx zcKRtj5@@p^AO3f%ig3$VJ9aQO9eo=~^>ud|9MWAT*!I$-^p|DAkW6wk9M3t?{GNIx zp?GO=LzB6B}qgr-{ z7t20`MM$=uruha3J^Yc!IDxZi1yi4ZMMx!2tQF5;7{Ewa5eGAwnty@ywls~~5zPf0 zPJ6<7idMx(|09~KX9{p7!^=|d|1YjEz!jzwVO*fHw62^=UR09+I7%)WW)i+%HR@Mn z({z_a(|Fcxf&?DKc?)}s- zev8vvZEKk|u)LE9r%3U@cgeYWe<@_46Ko*!E#*7lFUmqoj|Q-%+-EHOG&3B`1{;v_ zapaePF4Rky@zAXIex>F*xVLuHpw*Fis|xVj%*TTy5iK)4cCI{C@1$(mff!(ouNKdq-mr~g%|eTY#Y_BSr0HO5eh{M{R9envYgcCn2e zJz)xzJ=Jl=-RSYC&UyhVJu8-L36k`Q0d03Qjf;^sq8rufw%R5vQiFc_I9I3PQEAj` zp~wvi$$0fR7}j_*-4(`YE1O8PS6;8l6vAxPKaO-$Vh(dsrHJQY zC8Yfh$g**5wS-uBR`2y@&%q0<><0XO`-Kee={GJOD^!*@MRy1PstHAIR7eC8umYNg z=zXL+G;yZ^lu_d=*>`(&y18LPK#RW>Uifg6y9l{ccXGJhc1DeRf^C{TjXDL2WDtRH zzPCUTg1u+I8B14cGCLc&fp!8kxLgTm3Q<@Srq;j3Q8|9wi}Kv&=vi!?UB8^*Jp7hm z#P?qvi3K$tx}klHJanf&V*q&=t(@_^i4L+G{`O&H-FvCNDC(HD&B0upMY`gno1E4# zfdN-BQ2=2P!}EZS@TKNX3Yw8sb?Y11ZVu@p&G8eSlJ-)5yR^zSM!GVcb8117sH52I zsatf?U@)!)qLdfAU|WH?UR`@FSg4o`+!Q9>jI7BIjX|JfPBWxTS7N%YE7__Ef#A6X zA$+3x3;H8hrE3o$$CtX71(=My5S zBrl;z{R$}h1GL|X&7mr~9p*kp^@vxBZJ%L}=kJgz!6VE!EMGVS_BcUF#Z&l)5}Wi% zxR8W2dfrJz`-xHfQ0~&-DjzW9K_ruO9#&!Z@F5H*U|geLyTtnB=XU~ZvsS3rO<*4V zhpGe%R@Q3#mcsa)0>PrYZCn#owy?YKUW|RXO1X)d^Ab(|@#UD_lx=X5_uT<~@($FB z21PHIUK~13plg{<35c(|xUE6$15suqpnGGMeo_Iry} zs{Cx^TNJ>!;oZJ>qfX<}5@HVv6&TzQ!(g`47oQ-vWA z`RKJaq$p(#=5ACYUROo22hThNXV4E4=eJ=xlQH}GH&j+jS6k|JPV5lSxlJ0`W$4+F zI<6$J73mpCnD6W91JaL>!45__$f9`H7JPELI{R)Bgz$Pvf0c=EWj8FF{q$cAoJrgN zhfCwp|JAFlXqJO~s-i=@!jfk5#D{ufhH_8#v`}EZB}2<|+v?cO%+pR!dtn%@u`KORid5R=O|p7Q{yIa{ zV467fox4%JRlCNVw$oZ6RL~#wK+INx34F<>;$cXFT&*D$|1jnPHNH+4+4v7pK;4M2 z)7@mhhaT?UrJ-n#AGQ3&dU+AnSHU2ajU{h`pPufVLhgpc*iE1q3wM~*u2unmtrcJ~ z|CtSIRdfTAYr)GOUt<>>D`Y=G!i+){f1{2#g}TrBxUIIQPqCJGw0)v1>z^z1jkON- zcB?vkbJ69u!ID9GJg5VWZC+%3JFvIhmI5hd*W629vVze(hMqt=#loFQU4Bv3e#`SI z3vMDvTU@9Y#TMs3<+AwW`wO_AQ4TDlNhBO}?qLJwYDdN0H9+@6_P_D7^buLB9jk@w zDp7mjK=UPa6LThJ8M5Z*Es* zt2lsaOsc#1C(Q3lfXOb3PMzlo?WOqTjfD^A`z<|96w@CnYkKfBDwV3%ms3-Iv)F`J zwrXEoj2)-q^crmqv)JSwH(kA`_{p9r_kD~>(aPHnv-RDIX9lQFZKb)(+e{F9*zWh{ z?|Ft8^t#-sj3t>y-i~HU-}|)w*q2j_^S* zVo1%;YUZVlw$EJO zPVx@BdlaK7QqA}Mg)VPCf6)lzsUm6|XQfLS`h#qriK6Svwdj^JM%$!EFivT={G)A& z_3RrzPH+eMoWARr;_NZw*3_{DF*8blo8u!My4B;TSj|k1k6)eE3@2#b-U_2mlwF&; zvBJez*YuAxzgasFIiVG-C9Mb_g#dY0DvmyrBSy8}W7fp(-vKIO5HL$tK=A?5JPR<_UsNZZK6_xY0&)EVrMg`sHQ-nwwzvo&E=xoQLA zQ{cpziMT$ue6TC6d`X!cIv`vx=(VbSnkw%SJbcPRo86*Xuw|SR-M*Z+n{~;bM!;C! zTmQUv$+srhVM3go@7)tfd-?>w)NzWc%oF_v4rx`Q-6mNI_}?0S(-%tm=fK16qOMt3 zpmCO-6j59-KQ#=S1VZ>9$oFgHK*#)YOSu+3FW+;0NV&Ol;-~=$YHJy|$W{0E!g6zI z7G=D-?o)Wzx_8yKbCO%QYvFFB(T6TO%rl!k^8Z@b_EJCR@ZEdLgwpN7Qe$x_?e4APHl|~IYWIo8T2=k) zFuMDc@{m_q9y930vKv=nH!iG?@z8hJdSv;~as>5ru-v(aF=|409@m)#Gi1LncQ1Ez z9ADfGv)kjCR!q3!vw0&|W0_Z%-NE>3cS5jWp-j^bRxek{?4YquZ`1FF8PLs0=i5~k zwU?_t@?tjYH$khRBbfO8R2bLRKM)+B;vyVwMixy<7hXs{7A6H%xsn}fKHG7wa4E3*`uS=} zr@;UBz@*c3hTWp}AJ7SX1Tv0l*pAjUHIA(R{E=r%+QADPi(`EdG8xe#6DyP zDcRh9!E&-p?fgM3e=E)nxiurYz+Td8MbjGJmt1WIZFoW$0 z81_bb0K9jfN?Y)y&=gm!P6M9hZx)HV75o+~Z4?vODaPJULNbSM5Xa_kI^pU}pEW*? zsK+N8!x_wwadd{YfT}pZbrTM?Z3V6Li@eJFnQ{jKd&8e9@Lt;)XRe@G`(LGPkiy&r zVhWdfXs@s@9w2#!FFFu&N-Dn}#y&+dcYMUNEW#7guMV?*K0q=D-$kmZYl{uEn5#I| za5`{ctL17HeHHFR(R?7;`i7nr$uE2W%AALZDLJ z`BI}Isnag6pKo&*3x`^_T-`J|5pG?$uaD#K>RMjdGmG2GkDAqF@%^v81g&VFVV>7( z=93bL(fRfDO7R{u=c$<0Qmu@$l8=4lz0b$fA8nmHR%N>@t$H9uC1dA>>aawip@nmq zW}D?ppH25(>+}**NO4em*nRp5Q{-wlt8EqH_7LYvT98KPArrlGN4K{hx~~QTXU=85 z4};x)eVaa%b#mkmU~B$oQ%k3OA;CgVbVccwV*)Y={qhM6>z&%*il{G+C1ZAxb{T@M zwB<=Gwp>L;uduk$E$w&TuDoIx_I1nJqa}$h`|JFwr4l8Nb~9%AFASXS8)aA0o^aoG ztLaL;Y2k2-6REe#{K&?Bp6Z*w+Dki54GO0O$mp(DIks6Iemg(iE@=AN7KJhN`<;4>ijJ~rWsa zmHwkC+8;9C0#GtqPcgGrsINq$$ZP(?Ly8cUgG3yxq~0_kvNzebEdI(ceP*wri;FvOsjvW90Z#ABa(2 z6rC?Z*roe+bi(V?o`OOBDKtgwgmQRr>j#$*Mj5zh;zHcDNDzK0L$t3?bl$*is69B90bVW&4h|u#dD-r9iK_m6_3? z*T7VpKP^*-S3cA;-5PgSTeB`aYnjm3?KMz7 z|(Zm?i^?FXFtwoJZXcW=S8@kSoc?Ds)%AZ~OeXxLQ;* zPi5|uUjA2~Q*hd2tTgWc+{r8O1kJ9)5;Iff`aaD)t9={ly<{hP_P@r0(s$3LhxA-no|g?#pqk@xkh=ok7+Egt2OR8h8*3YQHoYT7_q<|Nqm{*<82 z2(K5KY(FF@fQbjtJrGEIBWrMVm4dR4AhDhvU+UXjzNiv%isvZ;3V*_;|5(Zp-U)>1 zo6x@b+8Q+owDXUHl_)b{-C2G>bWFGOE$7LohC`2sfU>Sw>DB`RUG=}vUiG)Gh}x-U zaCRsjBkGK(DfMla&cHb2$s%j%&Q{b&Cf_ZbI+>Eq+bePTk%l@Z#y27gsGRtyFuZloo^P z98j%c72%G@f~n=FvG#5=1&e$a0Q-{DSAM+pRUrz_wP3xy*ZZ^8q7TeCAwVycab_Ea zGJIk;q*y65-vnnyr-iS0cv$&f5bdBRmR3{ElGWXUgeHsWOl^XRf`OOJ5kSo*&=mKA z7ZG(FK$m(0a;nIR8U`!xGZ%l-Wt!%`8BAFlDW$s=+kv|!PpuZ{yJS)XCZ=J~Wzhvq z3w~Ce7ryk*bXgP_F(2CzTISx?tOC>tY5@96M1y&RT<{Td;5K>@7!WNNvFd>0VIgQ} zMrP^swUW<9g?E;}vmJVCP*>0rT?Y*_Whg76BFfy>VD9vrxzp7Uz72US(vp0FxNsZjn8$*0!x~0;BzR6OW9V zsn%DS38pUhrHgB$n2_r~!3|u>rCZxn9y9;6#$ey50S+3-jNYyH1~9mUKojg@Q~~f6 z`0KqL@f9K2I;#Q4&bAvyT9g}rHoaz@!Fc;+L~u6epQuH{>&QoEftzFMi6t6$9snG9 z0O=P&2QCpC5XM|%E&`+-fO=?S)OY(^@f|bzJ*%+LpXEmY@C_*g9zd8W`{yooO@mf+ zyxcy7Yy{{~?|LNg3JL=yX!KVI$AJtS%V4%=Z_7 zWWKROGrG1P?(<-hd}#TKoF>2#{KXUEd0>gHg~l&`!SZ;*|(=;P->XsjBO#eUFj0qAKw=RNsjD3Am8cqmTH> z@22)QL;CF7ivLkzgrYaNapGf1`wk|^5Qd3;amDj_YeKQf+lfPpmz{_Xq+NQ{=<Q47sqmTIpfnov z<7pzv5)-b6dUr89mvb~iof-15y^!P8GixeN8*-`9rD8k^8g=JhMe{Kv=wj6?r1 zS}wPAmdRpw69lMBy#GZd#9MMIo7z@kY=SEs%uy$Puc-5q^12{+dBiQjUuVX+cJ5Me z^~T@oIi}MDgRvjKmlnS+99dn6SYZ>iD9a$g`(P@^K#Cwv+syq(UdS_nZ2;U-X9k)c zf+#LVH1HB-c|EL>6m}rZD*#uNbELI8?OO`^cJMl2+MRh@OX(tsu{uLFd+fgfC~HJ{+KtCa ztS9WsXD=Fcg}h*clvE7XQp>$1bObfv3eVKWP}dV$-!6=7H?nn}kqGrV-ys=Vzj*ap zG^|S2;2T&zCHXeDVWr!_{;j)2L5TTWgJDujmSkTv#5TRJ%y5vdf~cclr=mfAdqC~c z4A!*hZ3(u{l>)T$jJvyt%4&U&8-P>QYFEho+jmkbAEXQpvNxfEvY+US_U_+7LqMGL zFnb`qqHqnsKJKtiTkHv-g{goAT^m#dcX)p+8%eog7nD7A7N^%?e}wz&C=lZ*p^%Ht zJ4;ao5d8v(^V$xZK*6jT=y&_+K1lJcVYMa>g-yEmKIb3Vli4F*!LcfDO{^d{C6><( zCmS{3^TSTtT~5&lKQ!(jEdxXAUnRwX07v&u&yW3ULr!TkMCh(H=Z`}R_7dGn5N(-! zMm5T%!^RGuTQA`Gj>U!-v4iGUnM&`11!u%2!1M_?!Fyk?7vdNnOeofTJL>AvyhcH0 z4aOw11nSBOo~F@ej_2-7a#Z`K84zP0X_zy*hX{e_lR}a`A3nAcDbT>xmZb8ZhH| zkhqL+n2mB-(cBL_i!82EZR3iXY(i4g`egq&T5%2!Xe;NS*uSDDCgPL`tzS zOP%XeMeTEnn!%d;^((sJiu`D>Ut4n}^XB@9hzA;Cnei_&1A&R?C-I7n@U&>#kMH2glB@N1N@7C}LoyWfsZ|u7R0k0$03&wac$xI~(m%8o|`+ z)gE8$52LzjeXALf? zdnG-18g#)9d|lIgff7J&0!Zv;>y~G^A-(I+vu$cEt+H_sRXPvJ`CqNoTzl_AkBmEh z3^yaCcXWyedH+*=H+wk#c#7upF_LzddVcoe4VedVN^mC^v?a;ONYf_-{XEl3#i`V& zy>IqKy;*EMzDM&YBjWW`>-k!*7EtiJg}Ye15$Coeq1YmGGypgft+(pglbloHipNfe zNEFxOtxsN{2Q6;==TVF|*syxRow`!jprY4cjF@&LQ-8490A^J|b=ew)!jK7^bVr8RS9@oj z&|GB!SZ$Sy@3ucPeRsM2NlnfXM_q%>y!R?$wQ_zEt8HNQ6eL)v;dt*Q^tZ6)>hRx~ z6%O7>_5bS6+6oXfM#)(C1@Mal80ng@~CD_wG32*RJY^M=tNrlHA@ znhdYY#pAQ~3bQ$jtS;~#YY$E-DGaVyEZu2dLiL{)25{(l; zEB{x`L;qj(q|krVRWAQm{Ui+5RO=FD+lXXxKW{({_;gHP1i?LVFfcX+$e@jkJk8*T zDpOVTKl|~;&c7uH<*X!Hyay>K+5kpdVa)ZGaS-JdR0MtUgM-gBM7*%S4~HUyIf#|S zjGstUd9G@J45V1q?OT~v{3PjBy$k!3B@KSBk~iQ`X!=1w&WgtiDYTnSX=4`N^S|q! z?@s1F6|RAY1%6waOxrhJPRyy^bGy^B$_xpN!XWU7j=E%K5s{rCW1otZB}D zd0!GMCX1Vj6!4tUR2&7Xt=C=Qlhmd2C#V%y(yC~)_Pny-tz(O?kM!0yt)P8tnMrP4 zWp^(#dDx9z+Vy%BFz43%02G}tBDT* zp=aXo>ZI$A`1Et(UQ8uzWPh9#F1s6KP$?-1qH4th-Mzxp^_ILLqxm* z-vhyKi4Me6nw&iX@Y~mju0)}AXY3VPQE>~(Dz+bvRid2Vk<=Yj9Y@w&eH2^Q`Emx)@Yt-k+1K2>=L0n zw!QwQbtAI9E*fr?a#bbo*bn?I{>_I!#<$nMuUv=ODW)K5nh8D|`xA=u(r|zVe3{}$ zUaAzJqgD%cqz^&I8$G;4?98kmAlpl&?aMXS!*{Ai-JEJI4LVNnxObuDedR+;98azJ z_dOB2_bVbE{{W)TIf5^Z97R<{&~ipqjA-6#90p4@`Wvj%@Wom_dZNaee+e58CP)?EuaY)k=MNGyfo2ek~S#jfj4lTC+Xk|^XE_f{2KEsp8EDf|P`aW@K-p`GI{GKjkV1dX{h`Vq(V^!eK^%hwSsVf-9To@e5a* zzrAUGh5hqj{%!4cmBz2AhmW|ud7)TeaEF7630n6-wt{kk?fAuw3g<-oW3PhsU;JLe z-YEk(hq9i1G4M{4?@$w1Lj`3k@5h~WxIF0Duz1z>Da?E@`X%?Dho=TVn1YhQbJ%s3 zEoeZnmrte`YrTAY@)qnBgxL%uGoZr*MY1P)Os-5w-iqkY8lCaW35 z7zZj+sk!x#Em6&=var-t{5!&e)dDqSvcgt82ihvtSc{Rip-5mx(^S0KBrrTOHFsso z#v^jT9h5oflxtH=G066~u4sbyqX*nXJr@N`Wo4;WM=+4_kzhNguE^H%x&9g>9{SkYSH#`2~;m(_tL1 z3~Xkd8P^>>o*09=PDTNBxRnD=o3^ZkZ^D z81YT;=hw2PiZ?$-f&0GItUJA&Y_!#ZozRbXl8`-dt&*(2M_^uDd@U}%;9IwhWqkn# zO^Z2+bw6)HG3esX>NQx8kv1%d%m$v7-%F8`3cyM6Q=Gr)tHGiq>FKq|Yn&xj3~pRg zpPj$mi~q_rIx46oyTlymSu?e*KS2TGXas8yWE*Lp^dw$LzG0*mbr}l(U8wr?xd% ze(?NPU^c*t*Ig@IHrCaY3U<0&HQB>l?uu3~{T?s7?0a{ij{mE}H!rz>#sMf}2JTj^ zmbHPk-4M+X&K;3+%12P2EH%qK$);6|EzhNE&<5QrW&3g|KvWG{+jIWi@>K{Qs~R+$ z6*rU()w?;5DKDRyJL$24>S%botL9NP&}iZ7Ztl6mHa+oz-^u0-*yKh)q`3I2%eTcd zl9WqH`<;F#fBLCzYO)T^;F@^R49j+$d8rE=u+Zb~^&yGu7aeQj2lnR!U(VD~a9U1oQa}g_NuV&n>N+e! z9IGsAhIO`n9=KKmwtO|Ecow%ns+FJJg#x8psvx=dttqrE+=)44L82I3T{^qOD+a4u zn;Y%(3wMBPM;`7}^UjU{vT!ff`2mNJjRZX)(3!&zw%K_#8p+_;k$eXAI<7F(M(04| zW_kc6coy-|(2nGHG+|rsHh)|eoKd}%IA4&PgB)Lsg{{GmnDzMgwK$tF!n5hwq&X_f zwM@)4!Lp}JJqTXu`^qq!pO!|Q?{d{`dJSSnyCc(=$nGTV<3eL+B*f=(4-a0&5Qs4U z?O;n#bHDU%Hc|tVpA}vNY+^U^EuBefDuj-D+*>=!;d@6?0lG zuk@}T=2(2m9}u4E6v;|U>p8lE=6;vI5&?UxxAHAGtVP(fS>9o~KyEB9iEYeWF{|ZA zW~_jo>w02FZn+9%GaF#v4}gDvX-@A^HHJgMjytXrE^hn0E~bz%H*vQlkoH0GR569Y zt0&glXLss!kcew8UOl4rTA2GP`iudzBbP$R0l-(6L#8K1iY z7_qLncp0fiP2lt>Pl5T(ms%AZ9Iy$6A41$*VO%S{)d9YWQZrE%xe4_jrs5)ZW*_d? z3M-+_oy5N>`XB0(V#tiw1A!viFaZez?M^>xg$yzuJ zQve!|>*uEo!W0lJZ|ftFO)bSGjkBZq@qfyc1*{{S`?qAqE0xAUCbj}WKbVhqfqoFL zR05o>1RL(8w6yXH>7oW9UM;~laPc3~5rUT-uCO#~Yw*l*(z14FgV|Zqhj`bAKd_R$ zw=QM=}P0(2`DiA zmTjwmmDw`~?9ikS40{Ncal>{-P?WR7{qP0FI6?915#8qB)j0M-9TXiNS2-ge23DQ% z13c*c%Z>rdG8=+ljSduLZa!WV4oi)XDV$UkNGRAdwT_;K!J zAkcx!4bu<lEc#gL9>`b{CWVf?KgPpoHtab9dFA z3-(Dr{3QE+We+UI*b$1r$d=JN?>*)mJM4%+-1XNnZfdBA>jyUmn*<+5T;^Z+af0Dy zM=D#o*8>v)_X5}B-T7n3RBi{O8t`m&IKwhHhk$+&^cOIl0y4k@zpZ@d-=@lQIE76_ zr2AS-EhqClN(oG!0)TAU@a9!+DX_4M0Y?{xgg~g%xArU~YU@gYY0N>~*2M~-oN{${ zz~ui!N+y`CqvOj$kko~1yud#rR-yI(>e6~Da3`?9fi_G2o$#VvtS2hq%46buZ(0u0 zm65s=e1=vuNJ^jk5ZCa3qQo8{nQlrUU`ui(;PD=KX3b{RDAM=8aOUpm^CFlbf{goH z@=qQwc`D==CshB^oH}%Dp!s)ivU2GFY+#tpp-t0_av;$r?|S=~4Z6ho15G2mnlQ#caV`~BQ*l8gA$_C z1pSx(N8-w#h2gbFpJDy~+c^=0xi5bG42inuwaLS5qBIo0c3t zvRF`0cteOOkD61C<0GsF!In&5%CqS&xC=H#koB&wwXx^u{g_$Ag9?)mWfd!^m!s!k zUdzIOT_3Sde`HBKxM)I+HNLYRGTEJ8v@W}jvk{o%SiyisV2=93ch~V+44+w|C!c`6YAo&j^pkChuhVr=v@JJMTDi25rulkIN zM8Mobo3ZOO!OmA}qG+|6d*k@Y`r6l6NI5~|twW!aQ@1K--03N7GjvMn|6}UP1EJjB z|Ls=XZlc|irLLl~P7-5H-DpEn$-bMSvW#`cP$^o*NGjVHm5Q>3B+HO6lWiv3$dbXt zU@$bs#29|(ovHi%{r8@8p7VL0_hruZJkRG$(hp9gR-^|Cql1g7lpKUF@T+n4bEp(o zb-rFa>eT?!#LdeX*X5+vgRlVi$eY^MUjlQOT%4I!gBi8+Fyk;3SX`m{-7S7k0d`ZT z{-3;_h5I2ZuWIF*yQo_sKhS~hle{tcydo#T=}l0i^DY|ET-;B+2P-T9?s+bOvr3s2 z_$BPBgE-OEg1Pz_3Fxr86C&03KNYnT>!s~rH=ADe4bf(smYHAK* zq6j96Ul!!rP&==X0(0QL-b&N{1&>YoKQ~`&(Jz)Ge~KCg9?be@$!5r{9`o=vy9a`| z8M;p_5LF!bc(z^gl@X#NqlA|J27a}^wnsch{{7LQuTr&_p$UK;S#uH!N)%2_9Dye6 z{a&!l2lE7lhmvRQ5*vrvGwknF|$QY)f}S0B$CPB z`9D*F2`<73P_>0;OhWzr%NSx>-GzbZi@(KuaSq}BZbCVxAw4%xy~@APje^>7$_*U0 zZB_EvlF~5%crBP${~#q-#22w=MvYGTx5<$)8|e-cgM{#XK`WCFqiH*eme=#QKd!6T zps$mi{r+6Qizw=CaHpMzV8^_%ixqlY!5_rLSYLeucosU>GwuCJi>8$oIP^FVxa&ZD zE~u}8>dA{1_O4`OC}M=4--Ud!ya-_QyacNASNCU!LrJ){j%xY@dq95hBrn<5U* zBAoQ8C{J3nC;d%OOD+^cQrZC0gr#ltt-G}{hfV*+1m#GhxxpROk zfoQ|3Q9Q{Y6{~o|dH9Fz9}IcY)-jm5frxXS^pc?7LyhIkcduEOCJNUx;n2l;G`)O0 z%{gcqzBWX`@@k0OT-*$$?g%co{XfYez=G6kE-AhG!Jbfr|y z-Rm(N=dcET`{EzYHLkhyoeJQ_BBJ@SShKo532S3Ulj@d(Ha)^#@0rw@I^0 zOER8S32)u!D&&z*fV)wj{})L1^=+|_0^Z9>&_DNnlB~rXN%ZWOB}?W4uO&ihm&Zlt zdjMDph6lj46%V1_o><{G(MTq)R&c&4b0Wc0uX`e;ka*N`hF{pd z3ncm4c57fm)_J^@9K!2Lx}wfxsr(dlvo?a1-7n}RQpFnBc3s?=i9|p75UJZmnwLR7 zG+5AdbT5mEG)8_lP`60lY2MDz-%QS~x`5M!VzvX@OM46K7aUFK!T9GYGzB(+Y`%LXG0}9EBk~iRXz+(4mHY|tNVKUa1 z<;T{B#zT1HoZSBZ%#q(#E^YT;HnV1AF44lCi;e zyClx?|8AP9j4DeIHBI{9db#qt?R%QB^F6Ijm8|m6cd9$7momRyip4yY z{e?ZRN$W+tQ~lUddX_(FUN_}X7yqlf`TbWne1tCb7xO1Z%TGGkCIqkZi@gB~eLKgQ zCt1MRF4n7>%G^Khk5AMrN;C7#^s4T97*${{GW%gf!NcWI`Eeiz5F(>G=rzs%NnWb% zdOn|G0VDw;JQO#g$An%&`-@4VliJh*c!zT4>M7-*MS&!)bZ!6@B(KKfZ7!P39pf4v z7NrhN^Jf+nc0zMFEnGIE=)iQ?bI@Xwt8jKM$g|(4Nh@$=S3&V8x2!d}VvSvP(@&>$F5Y~zT}^u z2BAD@TSl+aVEdkk5ezab+={hREHHq#=J;=y5E6{5iils7{05#S8$q!Q~e!%Y~nu#REuInuW8&ZeqBedbjokU*`$zYU>+ zne~@_B_|aBr=>n9zgU($)MBGdeFehDP>Ks4Bxt`5^9Qe5UOA#zhL6-><^r3n%12HzHxEe{4>@`FOXMHyW&!iK+m z@y<(ec2}=(Ogf@&99~Eh6AcyPwdm4AciJG*2`SXZ1iz~rJ-ZoC6?uqG z#VR|$7#aI`tNCd}c=dsigyzL-8)cF^wuVUnqKF3O?7@a> zq#G%&k&4!~UOKpMvT;mKc-k;-6^PKBi6j)g3iteYxJAo^deOEju)*!u6U=Q5LY_d? zp>6e-kZIcy$KYUf8+NP)Gy}5{q_pAqRjXk@p{M06={oceF6<3++c_$oiOAbG@Bth| zi=Je(L8us+DeHGnPYfJD*KtI>mEp)oOc5jr{9Jx3>VXvP6!VMKD*y}_4a{8A+T^3DS6K`PMW_PD;{8QH_PIjYVV;SLHH;X@*M z^z1&|#TYwybo=9vurbz$e6SA*=KZjhpOtvpw2-8^7H8vXVU)fKP$uz~!y7iO6sQ6F zw(A$;FmR3F(Z2&gc7V&xd!8<9LA4ApyFh;Sm)U=9BZFIOGlO*lS{4nap`FY$za8l` zE&>+E<<+UFijc#i|7b{DDd?`1JxnMll+VW%;@|HCyQDC!V-1_Af4sq)Vx<2787hqH zNa}cJcVNOzPB#1RK^ZIn^%IWwKdPavTUi+sZ z7Azg8Ujr9!t&SDohVi-sb4d2wI#r2f$zk9^)47H>8M>9&ssH}0t&8VEKOFOE9r%g; zi_8x#ryZEyVkNVr0N8<+->$6E<+5v*4X*<@mVE~31hS&=FV zPVxL(TR>jaaj>wfAasobOY-W#PT)s*5a=8T?r3lBp5ZBQf}Xv!gPO8Pi?u;GKXzWbHj`mZq{8v!!b^V=R$BDkX~F%~McG4z2H zxBIQNzFQTC*ltZXifjsuo=GQMtug44hYnI(XTW1m7+ zoDg<5Np|h4h5+y}N#E2;$j9HgKKFp4-@u=zOMmlJ-D@Z=4j2O%pFmu*=y|uU>Ym;> zTNsG61K;;+r~KnfHUBnD)|`MK!BP>Q{@ZFB#@EYG6Z8(UN565LrxIieFVpEUOmDs! zC26s(>E|g^ilgf)(UB8+P_p}xwCL2zJK=R(+DxdnuqBVLCq)a+Dp!I=@!9?Sn^H6{ zTQ_VDn~VxD(l<3Pd_6#r5GLo7I0Ah(*Po=XD<;5vuT6Dq?>n9ly;i2OLMe6L!MSLX z^NJYHLvIwF<1IwB516BZ4cxp!Op7C^qh?gC@vHr;G3>Kxi&qXqYBWUohN}36{sh1n zP=68iC&(r^CR!IWji;_oQhACZMu3X2)VV{`+;Gwv_K(y2R|P-o2u%V9iJjP|Yzsi& zX;5P^$SwQ>aCgt^sgi;;{zdKJpa1u;j166icH5r4(mp^U7Eomtqtxd#;qT1943MH^ zCBW~aQlRa?{32MLQF82X+}r@57HcOnpGItk&&%(8QZWEW-_kFNhLTEY2DliwqVF}+ z7G5i?S5MEVvVPVR#I3MjCY-T~%}Tp3*&7x{R-&2&F3E$8FpGRc$rc!knNTAuNo01y z4I5@-fHX)#%~S=%c~0S92wiGV=*^TKHC!f$beXl8`-0iK9(fKq?j9L)lpP&RxfZyz z7a*;gsJS8H0;E5s^l0HSL2j!4lYt|IiD;DyS9y6mwD)LKjeiLH z=}?a$F7py(ltbG$qXa-`=&o-3ezwOLr*s+K^&!XrBGzOEW(!(){cn~FGD@Q5O`(iq z8{g!T2t}!vt)UDBHcG1o8Tx<`=Kxp}n*p10M9X5t=~1>rLApLd3Lf=l-+waLzoA&M5iES~BTwB%L0Z->>%`zIu)qq1e`p?W6I zjFhf^-{80sG1#XF$P-X?v}nbj??IGB$H3d!O!4Zea}V<{z_hCU&u3#uG(mx-W362q_5yqZt}6;y#>v85yj_QF8hD& zmjX@erxtQkN(SC?Gavg`Y6f5PYru0L2uxqd<&eQUaMp$rVd2?;>o#QXjzdw|KdyG) zo|nAv|M3pn{Vowfni%NgxMIKXo^=w@f8jqxYEx!;zZLP5b*}u0r0saWT=K(xCFmO1 zO-0lZS0ZJM!;HiH_ENic_>V;9kjt(Hj%<{!4W#Tam()_tr7K#^32w-zb};((_PI0^nK|y5?k(k0C{sFN|}bhbtyRiPI zK;M}BU^iIr%wAnf1~=cq{bk@p{=*B6i8Nb4lnYf`^!isxE>>O!EnUVr#^l?AUocRv zC9}%?`&vuh$&~P~>!S<}2-ps&{Pr{G%Ho7yQs_H4U2)TNa z5u`+E5?1?vyYutVhsd&{(3vVmfqGQHdHO^D= zUPrRrQ&kJbb$Vdf6`I$->ikTUuF0K!HQT}_qEQXSg#~t59ok}alp(i^=z*ES%k8Lt zK=-YTFn<_@Bg)Bwf+7`fXq4I>&a@>eYR2~*D6n?xSgRN(qjgp8?5a8c zu@m&`%zjSKN4&u{M% zSY3YsskHRjEWN1+wBHiI8uqE;TNX-%`^|yEfDa9Ri1=hUzeqW@(>L9IOYdAoQkgkU z=B(dUAHkIlzu*BmJr8W~JvQxpm>X9H?cC$}DqMCMf z6L97QuLCJvSzY&B>0HQP1~r=J=hjq5{AvWebK<*%J8ezjPTLRfBM&z7v^`+=?w~b$ z8)oG%e^%%^Y|#399ZW{(NBsC%1K}hiLf?%ob;@Na+=aH-!d?T!aGsJXh>yWTh>0gD zSHNyYsF>t3e-?t@5!VU92id!RIJm|G#H+jmlGg*D^gd$jAN*4SB<(=WwBmuSdJvJe zGix)*8*`ju`9bdY;~=jr}9&}ibRWx0`4{bl3ZqMCg5Wr78;||a%eZh*g3v33+-?~o)ykHM&k6kwYQ6ra~ z`Q`EBj_Y8!36H<2+%*$xX4(JQ^!}(pu_gwde@qqPm7c9?M&UZuo(2%+>3}lW*%3Zm zE)8}`DB7|i&W~rTj#j}gRg%V4g9Aq%K?JZL{vO|E(R<$+Fjq(SIFW5#$r>jBP9RTZ zt9;!*pf*m`*&?@DEnD{#R9%?77neO~R4F;2PvmM`P$TkGAP>`Wl|LGnJ}jzdZ3UdO zBbB{i7@bEOUkrGGy7?(0RKX~XmC_mFbkE-#yc)l&-a2r%si6caFM(E@R1PxL-=6Bx zy9%1DqtDkSGC!FK=$90h{%V1##aBKuZiG0nJ4^n?SwKwVNe?~R5Xfl$37h;xQ!B?^6o3~T4b)3-YBisVCJH` z`rT3ArCTH!QOw&@QOuX2`QSvo2GC`vI}~e=1xEM#-wZHq-88=w+OaHRz521qd z*xRr}T+Jcm3y{wem|N$!M*1v2cHmFXHC)Y}mP)Sx#rX)=m*MQBzWI4QnSVU;-{_ambUz+ncnj#S=SW2vw~^>j zVVJi}GxO>h=}@m<#Mp~vsT)+AWdUI||2A%-X+8|sOkV)Gg-&D1P3gzE{h`(u%aP#Cf9KAXbS@$$ou=FPs)$NNH6VSx@o}WI+ z$1J9wh`eTf{3W7^)w4<%^1b}UaGkM;6Fj`oB@wVPIFsv%NuLI>*tX@AJqN&I`u1Jw zh6?RBcI7be!?c(Pk$E`1)^MUEDy=-g2I)S`aqlIfjVqfPgM0w;`rQee)I02mJo<`z$xWjY*+P8)GxYlb>1TQp^dX-HdvHrpXT2j103pz zhSwy+uKj;N;obFU&Znp5PXBA*`d@-|gI}hfZ%ZNEY|*h@`d_IjguWlNz-`|J2!4<^ z!&7-{(Ndak$^)1j%!7_Mg?&djoI&;6XIhtx49AVlb;6EKoxnz#v3gFhVRHU^CQOEv zUB940+tJv5i>3CIV%Lt3(q7bSgU065hFt09YTI7vcZ6>rLGunqJID1`&mh+fR;9TI z0AdJ%q;!4hp5NCyP_0l2Z9nyF_PR-2xky8_lJgR*aU&QMT2qBO`0=et`!+oZ($YC=F&UcpJt$H%8>J1ZDch9I zgMmD9RV>%NKn9S>+8S?nyQs7Wn$ojT`+>;k%g~W_IQPu9I@F)mSea}c$uhz^?L4VX z2f(RcHflGJInpl!g@%?9{sQ$6gy}(rihpTOhAnN9QI25DOho)q7Zt}8PO?F)!2PiT z6^sXn0+Ju0b^H-4kaW2$k6n1JC3#~%KS1X79w_rV9(_&F(8+sW?;8BK z$F;cn7cPcB2Vh^QBzi`n5hv8OcSU_Wi2WRBq$u?d&pfL63 z!m(^{xP5BB829@A6bJ{(iGJOE3JT?gj%bg!X#K(qo(Bijpc2aHF4q)+(>Zpo7!$0C3C>ARj71S9?NFlDY_u(Q=0n z;)`scG8gXa?h4NL+xBg!n|PR(l$m?1y9ea^fW)PJa{qvnc7xm6oyM+n3kn6AKly@%L06Dz@iZp7Piz^6Al7btm1$_<0)|!xJccNGQJV4 zdOFun3_k@f9w^fIO2M{_^0UIi8f<;Y#%{o!f$!J_mP#N154{!SLqp-YK7=fYcMf_s zKhV8j9Au6j1wI^kHKvi>ujey`?^sb9B6T0XM#Rs4(qB7@mjo**GrzsjaJ&03y7)E_ zFFoa4O{j!uk|6EC-wm8PkhZZa1vU70^zvUO_RNgdB){OPp)raCz-vvZ;y0ID{L%zs z3~_sbW9)eI37PcrWoVab@M6?UA}{+=V8c^ETa>AOpO#|$R8;j!J)6ZBtSk4T2vz$b27CaIbrt;R)cV&vfh7SyGMlpHE_GTW_*h> zGyikW;@3fls*1p=h}6ejwuXweh%wlu6(8V$2HpHO+>a{w`K_2GNUo6l16e)Lz6%xv zJ|3it``HS>D6Jp8qHwr*ol9neez++Jxy@hwSHiu|+w&u4e-Z44t0^oY`US-lG)NWmCN;T;mvF%`d-0 zv{V)-Ivf;vH@sVCXC$g)gx(R)g{#{7Fnp}0->J;IG%<2s)X)U?1-^aMs2bzKPgqJ1bWtx%8=7^b8{-y@OUJ(6& z>`a@Jjoc?Ifib;^CZKR~8MS5U{KWc7;`jQC1*@begNEBlU%7&(@Chv%GcTUf3G&@H zBCj^yolVx6EiPAz3or9mrP@Rn;j_#Uy%{%P#nnn};8m|RjGeAXf?3U8(}Kg6gSOXs zOq2HwOo7~>UVo*GhQsVo;L-M28aZ9IQO0u{dmd09!YwvXy$ofQ$M{8QyvO*gShRUq z49FGcS7sBk%+V&`#4$apj3fUTL=5znq=HL(CZfD_EJn0kewLWrmpMV~D@n~NhD24u zkfsk&WeCuSpwCXGEfv8?1=ALq=v2q0m!aC}{J@+r^dXjh#M>}ruu5{dl099DAnfY* z191TS4QAvY*UbHirlcRi+Wv-(bbmF|7D-Zo3sRpm$^g;vX=OHde;PDdGvzFm~~c5txN|C88WCRt?; zQkF!$4FWP;Yw=uC{)#4s)hkW_RGLCmgLfs#8^P(79`EQP?FM}WundTRRu`_527!S6 zi|o~O6r-XT5OKzrteDK?m$lnv!m^2h4Bmda!8IS_?+rrOf=E^kzRIL@11$u)JDC31 zU!iqi2I}Rw;=DkMhI3TFaa;DV(N! zB|87BaCHIu(bSVrW-?#GlYn;js|))VXD2;P(Nu^!1wBGaKq&Eh(6PY#&wA`=O2AAq z4W(hvb#RG5)6YvFnHKchh@`2NMH%tGQU`Rv^5$}3|IeC9&l>6>HxM`WKg5lUU=mQ5 z56++G8M?Y)YtI!GAl=|YtLgD#Fq1roKS3M-Z03JW5B0z*TX&w3pCFhtK8meN%`$g^ z^Ji(~s3jL@*`Yhv6b~@DJL~{t!HzQUIY>I5c>_+YNd!8IsT$mPKk$)5pB!Ql{8s?l z51GMDb19t`g#jsm4}_x{4Aur~!4zc+r~$_wrXelCTnOkuMg<`aLJ*ghO9TssQ1sfOaDK2w2wyFMHSi>f4yE zGrRCu$T(v4W!6|M!&FureYpxVFIqZK64ZYYq`3VVLy5*_Db`R-&=8#rh>1mnoIJ=l zj*<@!Jquz@_BCP|XOI`ZbGED>&9j34>FEWi_)J#bf|(e^Ye8%)8Lk&WpQg<+U{&&b z*Tat>Cu$?`zT_B3feStWli`JLv-Oup1cW`y#mrsbjJ^5@abBpVdl%=2XXlN6x#`ib z!qJMqCMmAO06|`>TpGWzViK&RgSm$pE@vIxm9z-Sgw*^V90?|xEQ1_><_V5DiTK@KO_-7+i5j!P9 zOk3>TqKhI60EQ?)pxI%yKlP}{L%&!a^q-x)9yD6Co#cgX?>mFb?g5 zSXb+0BZI8*hp&$ME}2wP(@rz4%d6_^3vMV%49`@vGIizZ|CK~8uLEl$-nSolZ5v5L zZlDzemIq#_(bI-VkW^E)X#1{wVD?FZe{zZ`SXgbkmtCI12j^hIel(>g105iFClf69 z!b`_X%%OYugryvKU878GxsprtQz+0yaFC!Y_bFgHu3KrWah*&ledPbi{xxEh{_cQz zu&DKfOp#OWBUx}Lx3mQ;9AD$X%{Bii%pwR%V5I4OsY25)AV`OT3QZ_i5~=)nr~BZn zM+!eNgFnO-M+I#*zvEBQk(FRaiC$_`Gmj6Z)A6c4;__h-@N>MY=6QKCEW10x7sTGo z;CIzu%qXX^q~^YZ>%H6}U)yKQDCAJC)c55IpAu~3!o6HtCrmMM^`%!p{` z)4HM;CGWCEem}l$QNk{~^x@kMwsggRO`_s%ZNt%~=p5X2^i_TqTd^bhXk6M;Fp znwuC+yA*CRlG82>dvR%xIfKj1pA+E<)XF^OapHHt7^qwHIgyyyG1~=sU0>I8ZD=LS93@e|gv6xUc7_BG|>76X!Uz+`vqY0m3EWW0Y71*3XY~4uKN{YapafgywPu0q#w+=JLg-G z$S5F?>k;!1k7HE#F>sZjoxz5A1GMfC_#m}Sfgj76!9I<%X8fnH zzzyMQVW5=-@jY6|chOJZlEbZnBD)Qt$nMpVWMYw#l2df{kX{SbZ4RtwnXAUw>Pun^ z!c5+{szW~v*VXJ2vf~93*d1|nVPa$6>;itR4lm=T+_LbF9hM?0%LHTSITN-TO4GV8 zhf!7ck97@P_nEO+?xK5-r$yx4h&oaxFm0mj{ua8;?vp_0p8U;I637Zdv|jT1ok!O6en?_>U=U<2 z>E^$7t?}EArU}Y}@v*R$eZ!ixHIA8VWrjM|%xaTfk;>N}@>&Y2?h=9bKE&zPJ|SKX z#>c>F_YH5Stug#;VsgN$R-dso@GrlcmP}7?^t<=di|^wE58rTqCJ2;ziSV zbk1VbdwEk7D4X2*oYQh)%asLUdthS}m6~Xin(tF&XG~yy_}-Iz7u$3NSjULNog$Pv zd!6&iUH2Ya80_=|d!qjMLo;Tc;EFLJZ1`bgq~SwU;RTb*DMWL4nRIf?oQ4@Biz_q; zY%JFHyg+~Wn95#%pAbFvVRt`Q^Yg{dGOr=zU(xTEo&ZHA=kCemE!LM*-Fp@ANCVeaIf5&Mg75; zNhPer%qqX8)jDl)ucj^MrOYio@}w9aIBK5{`_w%U#MmUspj~qD$)^csm39OzKeA;N!0ZFFg zbDlrhBL2?id7Csf6eGlD=z_ZcE>vpSTKLd6|O^! zj#bep86$WkQ!cMXJ_DcusWiEs|DMGP#-%dkdZw#rEkH~sz%qJ_OBiqQo9efxz+-%H zt>CF#hbd8&0M`M)Mq$$}@K$?PDje^xheW`c5|PspJ~+xR`BbS`N;#7lk)H}|LkuoH z`kx+-#=4BfhZK=HIsrt?f4x?-rJDYGpIYNi9b~wR-zX(WG9tkBVT*iv_j@EWXCOC* zzk(S3TD47=zUaW!fVY%=AHyRxnfW;j1ux(D--Rda(jkvRrFFUfjkQetFX3Kmt_G|$ zC>4Il|5&So>wcMY>52xW*N8ep$@SRtm{XDk8d4c9_fZ4)(n@KEwSPK-o8aNeoC}?i zeo9?s-v_IWMP17@k77~ppu^vBEA!L{c4OohB?(ze&$zcy9MUdKbc5E zs;3Z#*I8DNU;9KyKv^Ktf z!WyZIb-p}6FB=qPeazIV14CS4h`}?%8sD=fVit?^t%MM{r zr$-!@^71aeQ?F2~-dN-oVo47H#{5@>yIm^a&~&j5GN{^>*w1>rMSs4ZJkj;FTx+<9 zwV3NN&Ak_9Q*yw;@~yWu6_k2eF~WgwIe^mC;V3T}OnK(Kpu#pM3urKno^U0!g#3$9 zcqcuBXeO>T;4RK=w=i$-Hbbl9EZIe4T&)^9@6%yu49pXZbs6|?(b-?pwZ?IN%Vd`U z-E*V%A&f$t`)AY#mwb*c*$f(?FEuY+%YL;tjU^n9dko8y(UzkI&#NU3x~CD%CcBBo z5q95T2Od^SPGko~8X>&zf)NVf_gnP#Z7Iud0Yhpeg9tNqoTiRXUG8fQxw2?*DYKpW zq*R}1e3|?S>+CAtH7w8KHp&9O4Y46HFb6gPOroiV@@}QF?)YL4aPL}VCl`mQM0oFn zjO85|6r??9Ia&`|WX&1^ z)Obf0dWxm*g{i;~gcF+6+?vyj*r$WMW{i?`YnQdz4RGc{VFt5U1rn@OvI)W&I+a5ZYP|}PQ)nY*D{=vTHCfNooYSAhb$=pmZ$?ulv}UivVU&%8Aq~g z?|mYFCbEhF%HDKV?;NH-6skSPgQelaJBh3+e5B)Rl_c}u z!PPB&nuck{`JbM!KXg~FOZB}b(`v*=H1`v`D_zA%9w9cUPb{%aE0sqejRDKAb&x7Y6iCN*ZE_gOD4@K#n zk0q#iwR%`*2=-e+z!y!e6!t(71 zzK-?nmc%xe4;Y`U8d%@X$r@aUPioZIV=T^vl#tRITN*l&Ik&V)aDI`;unX7JadbC? z`=H3>KzZs5ziXm`!vS5r*GODJN98)%1GJMWcF6{OBfR3e&tvub&UQ3|o5#%KPx?%Fol z&+_+Aok@~WqwV@n1l5Y)W&_6E&Uf%)aRi zo>bn%#grm+_YfXxRDJ{kWMt!X%p;icCTaC|A|^AyaF4+L zfDF2^=|^>ss@_@ImZf6Xu{JN#ewobShYxCQeEZ;e0V(6}yhHaYe%7~u4{pRwHjj7D@DPG)->elE2ln*{_#h6B`Ryd7%sFZ%LIUdKJE%i&vk?cKnfL zr|hEZCwTAu;x0PFYxGilcvl{`@1~h8k_D1OR=*Cb*dnC%m1=3xR|NuO2^ zHmc@sS;9CqFn}pgx!jFOs=}O(#>E)&E}h`pq8GfCIx-o91Qz_hM)x35*yNMIqdtjH z^cS{J0zG?!T~CS%B!O;p=mU_24D}JyHBZoBX^P->bUVMG$nF?0d1XpALy}0;Cme@g zeK?$VCc2)kz#h0{L8;_a=}2#>(4a4qQ%gNcsMDp4IC*iq>Brm>Z^@5+a z^)oD*pE}%ZSvr{TCu#E@&-FJKE-S9ZqL(hoKC*6UvF7A_3MVH#*(6mflz29f8!pIv z@}Ep+n3j%dYu0rz!S4^UQVCg{F8>XRj61;TFnXgsFq`Fl#?sj*D$Qb*G7t+iB@4Bg zpP?U4ifaZc_PSk}AfAkzx10Dr)E}``dpp`)XY(vk13tJ{UN^H#E5fkSI93i ziI!?z7HW>u>=35S$E^&Pwl$6g7C>dRyn0%LOH}69LeaBZvx)JvQInGReXwDV^bAuR zNr*WH)*OaC85Ro+w>I_prFvI@zpQ`pU@Z-^wJPF~spNJrObaRu6Mm3upRapwl>SL1 z3l@KxNTyKqzVZ07{BPVK>doJ>E%(8~ke zcg?cHHS0Cz;}-i^{_`Kx$p0Lq8yjQHYnJC1({*8 z__)p@x2&6fdelWD_e&&iE?Cw|Fm-6Ed*C^=Tn@9g&TK2JArJpQXV$cvFB z@Ba_KywZn{g_lFQYI7I#Qn@=zxz_qAXJ8`F3fcPKz_)9%zl?DcsTkx)7i0^UZe zb>D%k?_*izxIt$N(41zv8(FCGGNPwa#~jWrlU_|-6$!w-3n?-q5E$BvRJ6VoZ4_2e z_qvA2#IDx~eHlUi3t%Dh*;S8Zc68=dnY_dP;1L6hYBCoDI~0=p=V!fLHa7O~g)K53^ydR3^r`~3(iuf#P~Mn3MX zPmv+>l|KLR-CF1fM}zs366Ngy?v(c+Fr*!67(@Q!8}5vaV9K9A95%1EB}VuxtQYlA z7$HuuMX>F}lLpjLNXPR6udoEP2X3;=MkLFTb;Esa$ofC}{?Uf|!B(hz^@ zI*4exXy@r!y}$2FCV#oicB$2`@Ep_mO8bYEzJ1H1r3sNLd_LPX{h*|Qr^51RQSx11 z^1XODYP4Yked`X^s{6(jDlWR$VI9@CXkZVCOm^Aekr(TJb)njTsY#Tp|Elcg;7D67 zDtwgN|83lug|qQ7zBELr zYIkFe56QeB?VTI)kJY0_l6LBv z8_ydctJ0_1N^fEoT+<3V&CHBOqunMNi_)&g`Q7=a_Bs8p>d{jBh^4^=rZrA3)4ykF zUF^bsrV>{2b6fU3&|H@QaaU zP8pn(jMW8R&&Mj_64%_1Qch_-Mqh=PeZyO>DhtL$pD#=uAM2yfQHr-O%eSoO4F7OB z5$ZEGrCTG(k9xQ~*2`kAL_fwH{W_Pja^rQnQ|>LF53zci)feO44)Lr$y{q}$i;f;J z+&CcHER(c!61eb zrID&Hl5+bBl}zKa(@&MUT6(>g2v_wA$+x|2M_1#Y<`5fmbH6kGuqB4gJ6{`6^TD0B zd7<_tg(+~@bcG!cRS0 zyYnewJ=I~ca0lHg=d_xY7|%}6mALo)@ZGtApB~@vXl=R#eh-a4@bjN$6jKp+_F8gA zm-vsskK*?Eo&(v#8k zydkR%Y^Ns=U*|O$bxhVRhW71J5>NR-)L|E63MG(vX`F#WaIM7s4X!(ujDr9E+~a+O znlc>?zP9=*?KbFZSDqO&E@9uAt@SlY8s@oNeZ8#sWTlmLh8Zn40EYNpAU_eb|l~r7IFoyP2c%k zFyFCBHJgBQH&NZSrqLZwM@)GW5prWruUG6+-TX-tw>& zmcXRXj~aCi-+b7IJMOQ9qTU}^#W%uAbu=vS3T!9OI`dHn#%VWZivJv}U zW%IMx7%O7cmDHmI!bOD3bdPPuslv}Yp+mHmN=p`Zee{V3CH)&byRcnfOHhTc`0;5^ z@W)!Pb=sk=DdWV6bMnTnUzxrIMaDW0-R1Au?8n{HsGM@54o37+pP#|m`qUjy3p{R;ABm@PEWmiEjvXI%tB$*@v9o%xKIlFT|VnAme2HYEbCx zTucAcC5+L6$cy@lpH1R%mqYuF4tm2A@tR z&Z_uP{2Nl-agcPs?rQ0&^`IW0Jd>qMJS?9AF=efB~Q+-$9^}GGFEw}qC?%x2V!h%JTj6Z@IOpSO@WJs-ZjER8GE_nM>m_>&4P@>BJ zG4|%+P#9;W8HAHHH&k{M%^&Ijoy-HPm7C=Bf6M62Y#{e<^0?H&+Y@Q zfsr>y5a&KJi)YqPk9Z^X+U0xxSO?#YD^zmmC28S28{pUi_a|oVX-9J5CSTkKEaJai zmEi^Hv9wJH(zoFmK81()Z?9AQXS(KYEPgwR?s@nF<*m0C5@|amQi0hBHEWXqL(FA5 zM0g%_qHxs0_7N@4Y-IFaQ5Yun2kKyuAw(&E{)TrGlb9Vu?VV2sbPjR_)dln7H;0e| z7Voy*DZp+TzjPcfGBnYUT|#NUi~}dI1Fa%rG&EClCpITGT2X&c=E$wR31Zm zE%K-(Ce?2-HawiaKN*2{ZVQ7Q-jRZ@R!}kGexwMg>{!%=v}-_p4zFW!m{~k_TPyL1 zA+W{~r>s>3)r#tix-VC7Sr0CGyN~873#f|7<`iFV^4dn0Y~G&5Xud#0Gy16cz07O} zW&;>v_CACP-W_94A9c65L>v5eK^9aLlP7)7?6sA5jJ3uP3wm3E01 zWhMEAfz2pqXGU|aF1?Gk6IhqaS-$1kJEKv#0_G&{Zu88MF(&J#N>P8|6nE0L)49-q z(QOYlo#9zY&8g(ThOjQTDc!V8nc3Oh?Yb16*-+vIu`x4#jA!Q17&A{jf!nRkyVVEp zehgFYf19G)_>zMoplNCNEh!3L&PxZ655~G2U&j$&-W7!bH-r<;hVl-ztiST8G9iS0 z_gk8M-lj(6d-VGgyNG)onSQ*PP^|#W;!iZ~C%CUbu_5|EjU_!*UHMZqxK05J)N$wx zUsG9j8fH)UnbjyvPTKo-3b=Ye1{`{erC#Ca-siorUutnNY&4+)HH|C+h5d#jEhXdN zBpY030MssOVUDn$+{qVSZquTSayKf=qA=kQLCnI$&!3qR4GVxd(DshlP0o^AYG2Vs zUfM6cX})?3#rS|?2v`HibsTaemz)7nm3YCLbEEH8qpwzbtsf~vxWM#ODUZx_c~VwFenVBiSK zoj3+eu!3>GQ=Lq~WVBLxvCdIVn3*=*&e8{`{l?>wC`PQxmXPH!myT=K<3-L>06Ow2@~*SU^jqjpb;HR zEkY}=G9n+GF=M1v==7h0-i3={SGijzZ$coF_Z<@Wlioxn3S)$cp#TW<)uRc7i<@w$i5FxW-L$j!!R&7KYF zl~aDkF?nRvdS6cQVjTJziqXQ88y)btkN|V7$p9r3W9qFISmVT?9}31EDgpV7u2si? zHz8;vKJ*$sWU5M*D}Qd9CTrs6s1V_-*?$W4MG~x&yr{8G!CK0Jps)==37kSYLIXeK zfqdSGvBeS2Ljw<$zzn_Qt3(T%%*1Q^#H*$}=kK$<)cQ=2ps*Jd2aL$<319FI^f>(PYHoOBOI4-P(mL=l zRC3Ae^4XXj^fq1WweZMSVaCb*xGn?36{#_8CwwU#Fb$6Q~6*Olv~ z1ZlWZYQw}tm}zs$9aPOT#WbZMPWXhO9r;IfjL5)Gv~A5c7u{6y!O$S^Z-BZW@m(%k zzP9WqrjxMOGEvjjF&YCggWl&CuYsj!Wuq=;tqsr{Mm&Xn*(JA8%R_-THb9#@Kqv zN=rPG^FhKp$-1LJxfH~tZ>|kxhz!J=-fsL8>P;yPyt6))2np`p(Bv>a&??V7#wS#` zbUF@PelpK1-8tV`!49WMUp12_9-`AUYX6am>S#U7dBkD{nXZ#aLrM|!Ixm-WT-q~0 zRr%xZ6a&`Cb5zp|$E9%P`Q8jCsP_+vMtppqG$R)UitZu~u8PQOdKs!_#o<54{0x9$ zaP;Q|jyQ`+>r()R!TbpkHK>U(|36?-Yw4=B5fsPvo;3VXm{lUAk?bx_R;iig?g6&K zz=#}F8H@R?D>PErCBA*}DWj_pS2OeCj#Kh#8;ZICQ(qZx+S?EGTuWU{P_>jqgJc0e zmXRi5k}g3G+=F~Op^)mguK-uWSG+Hp&KhoC1WN8aBPF{5B;_(EysL4^)GEL+JB1_~ zVOb%85iyx~Ykiv1DJMmNw6vRxk`l;hye7T9dqC4C3bmfmvpH-77PUug8_*u7mW;z$Y?iUXs;?ZOS7V9|}q>;-BvsCGf z#i@B=pEd!U){#|O+KN|}QQkS6QVd?Ont|`fuX4Bk#l3{#Ow75AH4i{%sM2og5tN@f z|K`8_H-D7m?cc(m{)L_=hc(YYUKv^)3AtsK9EXxjdo>j1>a@fQI$b_~ciPPKvqnVQ zGtxmqHQYbFGe6ssxGx#OV&(7@-DXT|$r7c*O6Q7-phZ)E-B7QA`%2@EMRJmfBB_IJ z&T$=fhaX{d&TD&C3onwHV2K9RI_1x&m_<9r7eKh5`cFw`?a(tEnVE?hsB_a>Y*%&H zl*vGj%>XPo#sn=!Nij>&Dyxo9RWLw{naE^jAsGqw4n~yd;ynNB>WE9(Me$G(xL)zF zN}GOhd!=FTCSXy!em;dGp~hN_3PDS$f%Tdk)eVz6v)oOwm2T!k-CSW2@q{dCBcNCf zt{utJUc5CekR?Y@bc19K1S`<_6os_qPSl>6PobIr?y|z|6?r4XKpZ0Iv%Hx6mzn9N zzKJnCt6Oad(HB~_x`+5xvsWh^AbE&sOGyJ~n*6zG!+ zF~^iP*f&4#or$+IqhY{@K&Mkw{5o1?Or!-^HVzuJ1=>uYWB65v{=SeWKSSoAYBVt?(@9(Q?aaWdB;Ex1N;RURdD^ZvZWw9fuW;MrxzQ7&(BQWB$-}@ zL5qQp_r~Wirg@r+WC{4GAQ(~$U39xZQS~QZjWZ`bKIbLSZ#?2NPmFfo{KZ-U{@tRh z#9Z)?jXd9=WYFAcxlHv#&dm`*P*JQj!)`~}SSw@9AwpuX)|OhYCOqwQ4g5bb=3rk_ z>em2#;ks&mUfY&6y{j^!_WeJCKT=s1%LYqRAZ$^BoRX*hE~FGtwS7Nlfcod9^rK{5 zg6U6z-bj!*t#Tf$7a`@cEo=6k68)CoFLW`~@(NNHW@=Y0vVdnpQ*Zzs`6r~2SzuOQ z&;#i!?hAg;QCetOchy;)GZR@wan46!7n}=gcY6^a znN+6iBc#1n;BwFg+f=HGJG#L@D9dv1caj5x5e4NDi(t}f>5+H)RTv*BRzU<25BfpU zViw4e_$_|l1lNUR90}l$;5JFiuvdqMPewfR50)o$UdZY3hM{)>N0m*BU40y6ZD^h z0fwL3<+T~<4gT^NbE@a_;tuHFGf#lMP`LeD#GFN`UmbHX>|>ez!oMdMR~jYwbL-Zl zM1Hva5=doAC3}^agi$y{wPTk+%_z(2a~vV4-bL02jQP_{FBt*p$_Tw5_*wnR>7!3p z(O|sL)2oaW3MQ0*UWSkd!QE* zo~$&QGc%EZ-x353blT4j%Zbu-e^a^=U+{($5tpckmm7%HP*{!&@p?bM46H{JVH_+%hyRTdN)UZ0=9Z7)Z*77uG}u- zVL-ym1(4A6_nwD#xkFcRbP;&px37Y|YyjmmOGu_jk*4^_tvJgb>|#DR2y-TUD z(*CcSv-OehGm$kwvKMS`V9@QT3SRs=fUfF*_!kC7=#?{Kbg0lwoBe)P7ppk*Gtea+ zT14#pR=cvG2#K%x99nqa2~riy3xWSk#EqqR1;JkmW@{;l%3rI6NXGvEtO}?XDXVk$ z4acLurfz$+5#WWrx>yk+9{w-NYwB;5g980?vNzxH{C|+k?S4)Cx4`5GiF#_beU_ z^o~cqPeeTSeVb@h zUzNRmnXxjWz|Kq|Rgy2MJv%bt;2><^AVh*kgOOmdfb!7lkd~Vr8GKa9r(4!uK(skI z^W&UgM1q0?Q{IP26w zgB%A+sJJD$ZY8!t@Dic)1Tr{7KfvxhCXn5k@6$EVXvf6bCdnYvErDsCpHjhEctA6_ z`+$zPb8G+}l%by*IMkoMzxZY85PzbO)4!|k45QDAFVSadmiqooV9`+iSQ5`8qd(nl zCkN&I*vY3WsosvM!7Q$?^Q!)6AH{746Y_1mWk(|ZQc%WH#~z}nb?XscxAbkmMd_IlBne`J#lv8WFeSOX)OZubHE^m-d+gz8;UGU3gv zoY#i*z@J8u5~L5Q9a|jeJekeT`;mV6$M}Q6tOe{kMMhrzU)QekUBj&*oMK7x>)8cY z2Xy;>V%eLQrAbBnQJKwd-ce5DH!-6mV@rk1w|0A%tkrz^`ZRbHON5)fQ$$(dLe2oU zW`-Bq>o#=0?GJUfnT=)5@bMv&d$J%~S(3tH_(Oa=6t$BHu=-0iUG}4;#Cr2C(=0*- zXpe6}$A4Pj)aEyqtA4$G4X$_Dw>`Gsv8LZlkzUMVb&?4W`yYa)Jiz>R^_HJXuhVQ7_;tY8y6qnK2%%&In5H0i%O0}P3VA_k} z;bI=nf*_)JG$`F(7Bo@Gwy59CHbrzg@VfVx5mGmco3Kyi*{&?N_*W5Sm{+0xjoyWV z-VODwY1K{H1z%@vz${;CI+{f_qlV9Egk0MRk~WbBlz zdBDq*T`gO?AYT4QR+q^@*e-aCe5OIPh!%y_$qk^Y(^@lDazpUjf zvzX$>a$(y6lLIQ==@(&_3?69nF+G4~Y<0ZeGIPmnag#;?;ekib@cFCcl-3Hk$(A8H zU9-enB8eM&-($a z1(vnk&lkSI>QK+TY(dXnUy%eK*j6MVHM`CBT{vHf&e3q+9qmH7Aw@G*pU8f7vx7Cp z4-7CEtbJL?(vYNn%of4#b-rMG5k@+mEE8Z*_oU*v=Y+YU{$SMI2h)Mxv5w&loByn> zJ8&7?yUVI~vmJg6HeD7gd?yqZ^F+pVPoYHj4W5War{!*+I9Q^8q`EXmRma|=VkZ_&U7 zcx{s%+SPD`_z(C5h5&xHed4Rk$wY8g#W98tfn&#qw6tV0NUW`071opmPP)^NsK`d9 zI7}S^+r8OLipwO$DL^pdcf05WGhn0^ z<>3DSg0FzSx0<>-EQSC_bIYyG(U>X!{(or>Qzq?3V&#`{iOV$hya>~E`^HHM+dhBB z9~eEaz5u|wTgu=U6srR1k6V4Hg5Eqvm}gdx*rkAG2qE+&2{dPEZ+@{cZ-oJ0uS5KYlX5vJH}*rVNgFU z{QVW_{!4u6EHNRv#N;FYW1fi-{fHdRMCU3C;)@*XpJ?pU?-%a1n8GZNGqmN{+Lt8H zDs}LR;x<`BBn|3siOXgv7aCBe*r7GZ?Id#yvZ+ECl2PfBq@hyNp@Ce-LIkJKpx#^@ zk-l`v_H7EwDnscU@r1Zax^m$O2(N!OTx658s{c7<%miUx*7WR+c$NCSQaTL$x5qm6 zbmN!vKe7p7Bd~i)^?)$~W7cj8BASIpI421g6?B?78dViJbJqs;477TI+r3nI1cy#} zmdgB^n-YC_=aeV_Ckx;lXHMJU5z~$H82By1h{}WX3gNIpP4e8O@y|yzV7PqRuvjPS zhrRW^SJVg}N%yean+>7Il{8o%>DG_bMx7GS9%}KPQ(<$r_YE7$r5C-~Ci`{Rw@Wm}7u_yXT$KKe5(=AsC zF=_rs%vgdneGxXBS~C_qWgUE zRp;&r(UUTb?gL_-Q|Bdu?Ei*;)_n=8_X62w!9QP->aHik4t=K8=n-}WzFmhgGbr9g z%5m=Bbja?{#`4A}&F@K<>nk>8_+RJ0-W6&ATt}`` z)vEkr86Me_D024c9*yxxhotFiZSS5(i4NO-YTkmRWqv4}Z~i#D5GW%tU-62+wQ#9* z66GdSgv$Eip8*uk=)+G&sbZILj28ncJn@Nr79)sl@Q7E&CuKZLAECeWFLFM*PmN@B zZ@Zb{k)j;FZ^?Q&ivc`kh=^;biK^L{^i<1-~PdCt`b2%*D{}ZfQb4Ih%_N`xc&oQK92!W_D?@x zoNCX0eGURIJUypb^pU9$c(&e1M?M$sFKiPA$pW*nk=Y3p7l8I};reGl%720Tk+dSn zly2c%+az$bu|qxrI^K6#js{M}wxt&aVD<<>UinBmwjNj0cHk-YL@%kGJQ)ipTql@( zHp-QyE{|Z=J%3A;?5kdd|Dr>tJU^0NufXeKkHGz@hxk2nj|#CRQV&NOJ06Cq`q_yOGvk;?R|{Bgv~&M(Ni5m4Akl*mcd`x&2`Sby@YGBE_==+ zY8@`?#}jo_x|82l4|H#266I?z6n`>h)@*mHt)OkiO(0b@?uOLSr;lO*sq5rIxs+(2jP#xs%=hH4LX>gA?-Xu+4WQ-viY9 zzb>R-5WzTRk_xNGU#?RF{VaeBg-V4w5?^K-QBT9ba709M&>;(MQyq1mXpx>@RZ5(C zm}m86b(P2*tM+oePp}hrx)=>FgACte0zm*55ULRfRbloJB$2~JMUup{FI>^5Lx+v4Qc4^G#SxMLPg1#a9qBxWa{4V#XS0d~DyP}IlbfS3j zUQT@sb^SYUJiI0E!`T?%i{jO>GrVl9xHa$TSd?ZZSA$7Q_u3NfK_AKgM362e%W+u`zvO|0vGshwSnz6u&b^lJe0IWIB+XZ~v zM*H2#Ol@$^xF$3awYJOaZ_Xvq#`S!5jPo*s!|P~=oPp%ahNQ)rVQ}Y$Fq`iLO|P*T z)@OYF{4sq9&t`%t`UzbMG^GU%4+6=&9EyK^>Rc;l$0_=JWt)WBf$DPSr&T9Nbugw-Z?{{uFq zD80#C|C7Kz4?xdiq-bYOtUmwEy}bv)Evy}pod>QmL(-;}aa)ydgF_9#O-#ag;ugPc z4l>Wn){gjM%hAZ}y6+D6ljrory#ww~St(F~;~7R3HT+{3s*&s zaRw<1b&m3a#g*}Iny=1N-_n?RE0pIW#68q~UbiaH*|$hq2Hn{fxOQTsH1NAqQKmEu z>?ut~OUq}RFK0`ylwLgs4qIIhz#jBy3Ahd1s7P200`h>W8y}qTKikoRr`x)PzY;Q9 zSAXE~iN!Q!jfvev<|TH#~J6!WfY|Wj8_mwyX_8;;z}e=un&En>@b?L zsg`)a8aZI^p2B+}4THtLi;tuF9V08u)HQ&e=(Tge7tGNG+G9>GbbMU6NQ(twS>VD% z!05R0vt6}i&^AVOgL9>!kSe?5b)>H6>FAyfRo#!ssL z4R8W$#81konALCL`@zuX#d)*xAIx|PnzmxzZem<7xQmib3z2rCD1+eI)9M`E zLaqBin``X?=S;h@4;q3V`EOKa9E80sdz4aJy01mCt-LpX#GP?1U71Esp5{FH@^67f z+NW3xxiD!zNZz>mj=bXGwtLUtgE__M0{Pq32iGL#QUC6T1o3wxJ_U2bO?Ot?#I)z> z_&C@JeUaP~U$oWE^uZ-u#ys=mY|~x`dcFb|uGd}YziAre{CwL9~E*MNS3z_KJ%V4dgDmX~D+_dg>DZ z7LfKn5J!}wE4Qfo5%`3b?#r=eX^P8kWLzsab2UYD2J~jQz+(6Kc;pFzoWxL8M=+QB zVXFbUTZ|s=n{hP|FjT%BEX}V| zn957Dje0}>vU`dO%YT=YS z8(W3|-ds^7>=!r%C(1S%t^~C@DZKh$HRG`_uG3t?H0MCR_4g*}+Ai+*A>#`rbzy{l zdr=4#5j2xWDE-q}Y;1G3I^MI~5#mryd{3fwU^cPWW=2T-`Ra8^}o7rtzCJQCJ`lawppOMePJR9Rlal~#SB;TV-Y z<$vNgdC2q_TKM1;NO)0$j=K=d+|KALCkm`) z7DqD@B88iLB)~ABPV{MMG(72v0&zXFmu9K2PJnP%gbMduCVe17B@%PmK`5h~Q{q|_ zz)qKNx$YaO7E54p0;-Vq8?zdHUPGzQjucgk1L7nq^TMJx+CC0R-3ZwewEYGJMsX(g{+b;2(6@vPEi~GF-++G1M1J-KCPV% z_wk!wjnI?e0%zbN^k&vv24%MX>(b4#h=lR+UU?pIZ#^|aAGvw0vLQWCnzAc;{knDy zkYym>Ld{EZpTwom`zcw)rmA%R`n|VL1pb+#wTlJx9e^t60{`j?l*e{*i(y zWLCxZtslknOwTc<`N68`)D|>}Elq z4_sG)`8h5SBiC8EK+)1l^36wpSb6@wjC28-V>3E<8J6N4O@&{UUjYtqc%FnDA!-|n zc@z9P8<)Aw2D3#)WiKpKs92>CG`pFLJl<5%7A-1&a!1S(!BM7YT4i@#HfQo%_Tl7wCqU3R>}AR3CNmqbiU*kj+~7}ZJx$^ZTW zUDQu5_WKPBPa|82JWWAhq-$9ZZl14lSOg9RTEt zd4?BuwgXfoeVabR_qgbg1@dPxB(j>Xhdf_Yr8i*EJ0WD{bZL*h{OZl za0Usxs8-oyrzZF_%R<5yr9JeCC%A_hleg87m=;$}z0W5H;o`t)12EzSO$a#k7yXym zD}_Gb6#)U~Xuj|?6(kf`m8$-aw(K9voe1wHXbvf|CtB(%J+@&MxTzydi_98Wtc7pr z!2D^aW^HSQ{@ZZ!to>~$6I4rc`K72B8}OBch$JQWoiJ>p7pI24V8JrNz&Ga$zB!h* zwS50=;d?efU(x%j+2Pe|VQKH;AG2T)W%&s+Q^!D3!N7c5d47qj9tcP{v5s^sf5YsY zmb$n>`qGz*J3#%T52piaAf;BW`$E_J!cIUBti>WnU9c}&m+BhJ_e2hW{EIdnjUl`p zF8R?e7c$0Zi8B~`z$q4_-4dBDAq_~}+e?i&?0W(PF4V{=^k0Pe^xOtNgrGOVyUU-* zVG`a5Wdr_EaW)skyshO~LpJxF26nUo?N%^0Xmh`%?%0zUr91f!H@-`_On-k=q}P_I zIRMO9-bRI%Wc7{;fuV{~I7UujzsT_0W$koGU{Cc~_4&+yyt8LU~zj z?+X;rOchvt64$~kB|j@}qhmqlmR&ntyhpXS(JkEt&qwFAb22qlYT7FH4BRtVBMVG# zFNiM``!r7}e%~*kBRUiKe9!VzU0_`dt5=0%9Jfii5J2pxU${7M8*>Ek{}ORO1>y>6 zW$D|?OcScNGy;H&Ff*VS+d>tVx!k?2gp{FyZ~=h%q!7W#3|xjz149{+vP|Tj(x|&d zQTZ~EHKsI43apFcHYrULwxRberk`I-EcZW4N@PDsLY`PxuWeY;*_;&q+6VK`|D$DQ ztUXOv70z!hG%GW+ssOwyR{r{WdmXgSs^)0k<-4k!-t@m%)i>6)nH0 z$D^|yT7P$~Xr!{jZ#P$X6wo?WACLWF=h#g6b5#|(ZZ2PDQPNr2xBKfVkB;l1%etxM zCH_NUpKA^AfFV3`%-w==_)8E*G%zFIa$uV*oey&BmDEW{MOh9^@po&BO@QAFEOivC zb|v-qf9kpke%Yf+hSA^JE9xR?!=XSy#VBbD7ZHa@PfFIwxaCxju+5sjSUWpP}wLd&I`u*F?TIEKqa`J76Vg=AEDc)r1x|H#@KId6$`4|It*ebB$iS-z?I851e~%~aGTAL8_1nIo&q_J zXE_W^wWgB^S8sn>MJ1-cRn8ilF@T`MnWk~gSpQFiFRaYdZL1KfwRM;`T;*gaY14H` z(r%EdF!~0VT(uF8EC&MW{}57XvbTcZ+1(TMhbmD)L1OHQ*CY*?8@F%qfmuvg{HvYW zRb@S5-xwDE`{2L9YlqGVLERVrLebmyBlwB+M1A3FCBP!+yPhb>qgU$BIrRQ(g&^aH zy%KRfvqt^66PVHLcWdDO0;!ltP7{xpX+b~3u42`|*)PF7amNd`&R~Xf??&++kzf1A zfa#E3IyrUdJ@{p>Ad9B0Bkci~6AnV-F>_rZMR7@He}c^?nCH;5Su4*aok({<14#OT zU=Y;xZ8GaefXqs-SjoKeEx2RcFBQB;9~A|}>8`(-hWb>6ZBzs+huWSacJc#57XK?A zVLeenwLYW0L4w{aC;dnaH1ffV;%op1es*?W?~El6JL_q+3w3nf}tFZ&}7z}y&!RGqJ6eQ ze%JC$2p`JE7m?SWy#}T$(vPV_`X;%u5i3)u0&c4HxnAJ%jDu^TWiO~g)7AW`<*9Da z;&W5zsI-9c@!Cc}`E54z=?iAMuqLyF*)~1$6~WAwU}FdM%Umd8!)MqV@PU7pDnGjw>5WFr56kphWx;6wNR+~Jmg4sh-Ds}#%D^gBnCh5FBZfb#Il|J<)AmVP48JLK`erD_m7Y|0U={5N3K&lTGcx5i90;P)N zI^SX6B`gDhBpv!gLl*a;FZ1@|UegZ}-xlb^10bu^7>y0;p|9-S)Qw?oQ*-v7$nV?0 z>PuJQLvuE8kT3=lXMlbh;I=$*9-tM0VQyGIuRR;%gRlAY8^Nq@<=J{HCp0<)h;ejO z8w$e{xuk%*jR6-+f^hh;q0u3W!@ytc7X69ue6i~GP)XAQE*1?vbQm^c{O zcK*Ch6d|s0-<>2uahC5b>52oNYF_bd`>EY5i#K}W*<)O-zgcf>u`k*f)w2PE-pI*^>ptYc*IIEBMUNL;*Cxd579zTLm4<@^;iUTWmDcFMZwK6>fMscI1HS; zx}O1&EPmIW1bK~{31-Ts`04`;l)$m5r}n_WqeXa58n_8gT4nq+IM>{1LOR6NQX^~b zN2qbnaXpj#&sA;IybHGK@9oD~s)5u$?)x__I_)#ONJBhR`Qx|^*OOg$2*i;?8I=oY ze}Lq8H8MLD??X9SNcFzy$|?e9q#4*BghkyLL2^*=vd&t5#=_=Nos)=#qaPRH!s!xT zd>;j%R4R&tc6{^ABz1&$gDg@q-yhxBUMh<4!x;g+K%69$tOo(rp#o5r${!)_q96i% znqw7rjCt8NJ%9uQju)3gDWz8)R5uR~{7+=m`=s-I5t~LWBe!QF;}UXIx&0u}{h~(2 zZo?ZApb^B8k!P^2AB9~&=$86k;L`Rua9tQYs;f>MYCVeKcVF~05OE`eSa5f-hjL0+ zhVev9t<%_d2$z@`N-Ed{lH{QpN;UxB^u7IgAfHrVX0&eFec&g6RH&ioiu|HH6k6&B zV!xPsX+Q`^GP`;J=O)N!{8S)SKF@wF2$Jj~&MecuGOxA{MDH!rGFKgF`X%E)1Mq79 z58=ns84qBMDCsF6)0%Z-CF#qN;+ZCAAmEQ*{{4Z`}M{DqP(pkKqz2a{{KLk{|CyOPOEg?!h}wzQPFWB zO5zMFaHwsjy;8X58_AK+sH!#mFP9XqXKUziC4RGtLlP=_u{YE=ISZUA>x-hIV?VIl z`??JJ!3q09OoNVXYB$)^t+W{@^yk^JpRyT%*;Z7vF-H@e{6T{6V_)}p2}KZte(#%F z&k`RFBYXtMwr_a}*Q&?4wnvkLEIZ%CUl~%q>wmB3bQr_rJ%|kpfIUau>#5gy2}K*= zg+J?_p4bQHY<2_=CN9VSR->s0`J=PlLH>rLNw-qn(<&>fTcKEl#O8k}7ZE2gcM2oH znXxd4PU@+jL3gJB@1(s*7>Mw~$1a+>ZG#S!mm9<7X~0jV*mj*~rq9H_CBs|5{ptQH zBEKtHl(1ZMop3$}WrhU2%~C3@fb)}pb2iy7{{akg2moS$!q^d&Wg#pW$AQB>I4D=X zz={aWuS92*Qn%E!|Y{v3Fn~7VI4!)2Qg3c?-zxfP~o@x)8s| zl`g6!bN#65#~U%H7QK#Frjs<-j+P)V>{-&W2HkGW7s~$q%Dhu>TXyGu^p_4%8P}dj z5SgEDf&LhNdQgRTgFv6Jz5|ky?$CG&99`sHart}mz^Bnx=(9P6-h%(9c2;<&OW zfQHW~TuwW?YED<(?6y*gY{i&$xKD5JUOejRBSS?2SybSc zE5kMwYVDkNK^x-UCnBsBaP~~y?Br}1F4wMlEj@h``VH{5aAcK?>+t5ZnOgO_6yUX? z$2P&O5QEvwOz~pzSY3!1|9x1*%q!rvaddX_jyhz59xnPYQj?(ddd!qMNcye4}3F>QfnPT92kL>g2LG8oBc@veUn7EAzEf9C*Sq>^Z(F75B}7EdIbDL zvO(Tke0D0mC7tQb^oTR7kH@2W}xRuK(gvB+q1xcIDenhYsd_ywpQH`D3&K%L^>Y-p!@KZY-ViLkq)HNe!u$DAMhT z+K~dky^)Odk3S%W3;8i2EQ`lZ&I`GXz>A%GdZr@@TKj!X_M|V`5oY$fT)^0=C7lNO zUfFvhod5gmI*#yV%Mz*XhIJ?v` zN&@bH9O%?RGrRa^#~wvWgq6R|rzleJ3h!mwLHQtoP)7JW zdb(0-sG8476?XQBa+~z4Ce3S@jivpno_%E;-SqHxL79#S;!{=jqG?}wZ?o$f&IH4D zE$@@^6ui)LC*cW0m!M~Hc_2eZ?iGwHYUob8)Si!Dit?{Qq&mewJX#O-+uYdu7IlnHg}0=Nh*j78@?@za3Odb9CL*Is&jYA0_Rxz!^0T zKWs8QsQ%+8c2Hd!oI4YGh*dCR4}FbII4%SqcSy08p$zhfP(z=G{>ZKqrn*7~34R;v z1Ma%FPXG*TuEMY(dUFGA60t6h*vY_@8SX231hPAT2*t3Dor*v|(0*)$zV-=pWGzX^EvdRYl*|MWsaVvg1K zvX&nHr2-6(&x&2yO#7vzyEM=_a2#scyPH5?IzT1g9Yy8iWv&&wDoptL*{ERSR?9{6 z_Deg{EH&H8(Uir1^5QrLotoJJ0^f$i4!|;&IAE+%?!>?!7MRHfTmc_<3MK%6`IutZnF< zZofEv=s-oALY^O&fW_^0ua-?-LboEvcA1mzg=JYG@e)y=1i!q;s}{odzig-8G7mqa=Xo-wX&CZnq;wS7zCYmf)G>@{(_ z-ye!(yEwQNk$wVK3JN%MmAq#F5}dtV8p}Srh*S|kIbSDNAsrYXr?t#!6X#EvPjC#; zwaEN%agfA}LO2Wl?sn`mIVG#sX-NvXc-|bOMYX4$2!|Pq3rav<_efNcJ;Q48Ajo=d zZIv(&;Yv?jELg}^>NY0wyH}E~c{Z^V1 z%S}-wqNq^Y&E<&*WxioC&6dHJQk*#foYzNTeVbJ717|J;dO$>6n#64yvO0p!<3ASM zn$uI$=t_u42t^hFhp6JQ4H`6XJI=t*7e~3>Who&Az|-XrcMk7~ITD#dN$p&WIu_)6 z(jsld&Ob@{y9!G*GSc*PekhJmav+{1ll&M4=nu5X03{f6h^ zk27Bj#K;t$70W)~qMY~`=GCRIt0b$>|GtxVYE}yDhpJ+ac z)_^Vq>S?JBT)Wf5Pa+0p^s2@_#a|P^u|MA|sw~)RO%zQLMfT0xH~(Q6P#rT8b75lU zuzyjG+Z#`1#5H@qXTBJ{vq+39OqoqWjfE%}WJI-i_IdRu)Lv&4vrf5x2eYLL_x6Z# zI%qW!PEitinnFib3j0ZWQT?IA-teVR;UMX>LOox|M2b&3m-LN-5W|_wg7dGQO)r{% zFp6VXb>JL0g)Rc2r4?F1nV?j-`$m*{fRlmV7U%>HaREYO_tgl9>^uXNS|7{lLY63& zxm}b7)@0!r3b31~Z*dLgbcT)$3W$6j77!u07{hIPt}!%UL;N1lCLqb|mxh(AP~KIE zX@YxNDs;5~``tWU=%B8TwJxm|fVwHPf|EFQSS3s7fS%~l_9@M}|_m%L+s!Em1?~K18-XZ7HXHHPOVo+tA&ZfaHuW~{)8&StVq7L0M z&(GEEWXV+eLq-=Bk;kY4c{i#OLD~yx8?{$Pr`)zsyg+UbX0bKr6Zz>1it_ip$p)OO zAPEP`yZw1MIYmpg=m4c8gLH**e+}}Qy>Y6$4z?gQbQ`%CbqwS*khXy(ID#vUK(Yf) z=d-i?Ru!bTeQauWGHHiNVUo`D&l`G0rzsX>M6BG*m4;tPsyv&3;l7O_E1(n*gw=xb zX>a3Pb-_@*SdtbrFTc>CzL<}R1aShqu;DqX5S$kMgjd1y86^8n3s{y* zZyXZoLgKIzV2BSIa>vp_J*cRAsN-NFqv0m!ukVXw;-PuRl{wRL3WR)}APjd{7YziX z6(1Dmv64~fQTJy10DBqZ<*Qv1S>EX5?lteQ|*JaL(L1VAt-{Hsx_qj zR)u{UxcVPKtjUfai&3EhU$9vsL8N5y&{DO3p$7$BmHV<(t+u(wuPVMQ^{S*(b7w21 zChcmv8uxNuYDXfPUA4f^I)OnrnRqqBz3hK3w(K!fB??xuF>CBr|H)5wrp(Ehyddh z2=hb>(@PTM6#t?hQ@fdMmYoyq3g}#q5i(d@mDXslFF#G zYETJnLJTw3ib#b-WDjKj9#zz z=ka?yzW+VXJ^ST(@44rm^Bm>79etl&GB^mfs2NN--wDtP77NCiD~QXWI?sMKyfETt zK-)*2uwW$enBqiv{1*Am=DeaDnCHS=<}cz>LAr)TPg5$|?fDLw4_0@XNWpJ%^D>l_ zf#9iz2ltsbpr5tZb5z0%WoQ>cmK)M5w$Z}QkN*dGDE(h(2e?!MIG;W85Uuri_S@R} z!2PHNG^#oFl^ZS*hQ5&8^n2vx{mP(p`g6->O!E-N3w7}z+RRC*&s%|j+YIJ2#}H0(l6gqj>bcKZ63al&q~E+gOVPAh@0zOOR| zQSHV=?+p#2XmLdsW|K*A5vFhIhq;1V40bQb&#ZoM9}Mc2HYDt7_Vj2Qr3Ex)^+!R_w;&OcQDzvn1W>@jVQEqE9l)@#Pi?l-aWnv#2Z0{o21 z|APT^kbt60<6>}qd;@fxBHfR)mhpl{x5u2WnW6ulLD3X=7DEg2n-iIHzI*HjQ!e(E zoXT!4+1xT66eV(6TG(#wt>gED@sN; zj)mMfuHiLvTLcw26;YgPU|Uo){br0HF&rGOUypTsQ`XG12<8(Mu4yfrJ~mEJ9u^@Y z2&s;56oQ?tw)#sx;~K-`pGU~)TvQ1%ryI0R|LHD?L{l&Po^NABI_?bgFt({!(|*rR zlce`tW^|yba=#;~vQ+)TrnOq-jSmr8D@RJ^evxAQ{~0Xd11&5hkPNv^37Gy@n2|eG z<2UF5khU6}Dk6K&V+eeIQY-#qgC+ca_%450+Edo_LV)PvhH+B6cwQATyI1pAs!38t z#b|{nqj;AeC*jgm>H2VBx5{li(m%tack^O9{0F;vMuOQ`ijrA5vgB_T9`Qi32^tpR zIK6w|%`AiQSu)|6XK=*V%82;?zBO zcpbI6+6Z{9d z?v|h_*+?grN$xYyxk6lfHS>EmiM8sUHEnat<|m;dJqJFCtT@JQCpoebRw6Q;O{0!QJ-L#EecnCh1hVR5^D6y-j z6VT(C0Ck;=7h==-0y?)Vq@(lTW5TzFp3CY+c6hgjxn#^6BFnFA-=z9+<|Gf23dW+x2(a+`oR`fHSrUh9U7p`uypkW~McFlZDS zF^f8mHBt$RrryG5qIS={q~5Ab(XIa(hWcF+Tw6|nt*$2SlSGuyJJV2Hq2A%h$wg%m z3%6^ng_tTfdVUq!y&akggOojd6H6{hQKra@h-zLWd?yd?*RR$2q&xglK%!3s&S8W&B;cJj$iH0=jC5G^ZH*Zi47M*Us+>m zQO@hw!^T882)riU?LW%JolpKHbdHUE(@=icy(sCr0qM>UO3Y#O;(thqSRN8B^FM7= zxZqDSQ}XrZ7g;vP#=paj$c6nuP#-~4DM6~4IeAtHv7}IRuiE(8YqYod*K?2n(rWK* zLK!{5CI=;GT6Hi(<78*W@D1ndw|r}`T1lHugZ+qHR6;-E1W_Co^lUNv>WR2}5iimS z4P~XsG6Kep`~>~9ZBN{FiCyhGeJ>icWKPZMn`_>+^VDW)z|LuZI`q{3iL!3>eV6CG zWfjQDsoKjn%5yetS+cK9UR_S^OHOvQFlTsblS^9X1Z+OWy-vCP;)<+7inqkW<1lj@ z{5#}hzlUTt^??uj=;~>4Q$+GQPu!_Rd z>LOj`CUZYv%NW7-lDV6U?|zvx_lEcGYiU}(FsUHsA!yz!Y>5<-1*E|mg{k^o2TBLFpEC{c-X>dgbou zia9UUcb)FM(jxm*A1SlqY(M!_DcHa$rJ$GskztD6Lp6%fDo&+y(L}r`={T|->3_92)T(y3zeEgAe zfJN)R#d-Z!1aZ}`X{t&O?KEkEc(%GS=iQ1bml;~j9iq~-m(8A|YyF($X(i}`GZc4w zNZO1)LbI7jxj2jU9sjtHn-LtKAM$1dDlHs%t`#wKGHCZsA!3t7$b4`=2pcWvvB&g?VDUKS+iksA?@jTb-b<2)tuz7o0W;^yDAiunQ^ zah8d0D@=xTQR~SFID8=h@kW zuvXc~#i)*0%+eKQ&Omy|j4@!{ro1tfgkHAo@k~X?VY2b!v0cPOx6$P6O}vjs4f;Uq zC%9&_xS_*91ljijG{c4Jp*n1$%$_ykF$#T^WAOKS_sXpJwKIk4c@2nxV|(d z`E~45n`9^sl{0=<(bo8DJ~I*(*xgu)7rDc*;d{kJKa_*d%n!#IcVpKBZnbvx5K?A| zggNeM2{S}hr>!T>lQ#p=%FAHu$>#-n#u`{9sZHUoIdyWUY>jDRK&v6p+ViaTJXCRP zXW}2kjYZ}@`RY=Ees~va=cs8wM#au^G)E^9d_5|UnNLmZdX0t^q0*Rah(i1rj&I86 z#i%N+7EzF$(XIiZ&etHsS)v8Q@>1(q&$BXN#ka^n`dc2Fo0AB8m2W`!XgH}^Y*xl3 z66Kz2liK5J<>+dtY4lC24wvEcMfnN!?`@9m*Y9~tx9sS77Ix0;R7_B8i%0a_`Ecj@ zlIpA0M?=m`C(wBBI;jy3UfADsiOqkXRm#_!NQ}P^UVE?0Z zQV^f#P;L_L?f|c2VsNd^v5PsbtYbDnhm*qG7M895hb`&g|79#*_&+M-{j(IQjsb&1MK>wqXY8c_-0bq;}mLPXL z$2B~E&(kwblh`&uxQ|2lv}LN%!O14 zu%qCy9n+qjq{^9p z^n0dgZ=y;b+fnF`d#9=LT7Dts6D5yr7|Hi`#gj{Qtq&{YG!znCL2#*As)QQEE2}dMcXbGScvEE7BsrH9sr#z{ore&ZNs*# zx7d6}!nc3g^x_Mk;>vvr9Ym;!oVqazAKp* z)ZC_>a)AZ?;u3sB2hNQ%PV&Bj`)Y`Fy~MH}gIeou5knMz{`NdKU5{|Rxz?;` zJ720i_Nc=99PQipwdQRF4E=qO`ci||py1`VT(&pi)hKq{^TS`S)%RXcikZ zYpx9CPK@x^@!4&kgt!-j2vauF9Bev>;D&VDL1ItJsr|T7);>RrW>hz$+ zjQr^%u7)*D($*^I7#>Gz0y-chx8#-FkssgNe$axFk2@*c5kW=$KzX5i5IaQ)W6^O zy}M8l4I*H^$Gz6g{2cD_l$@@_owhHeNo?h$MT;F4?A>Mkm6Pic+N}+^PKlvic*OB> zn`4yyY;Cr#^(e8&rB!uNXpS}1pTRogK znR$D!TRA-iNw>Nq0{DgCblP z@}}825!)F|90)A(^9a!H#*kj?LKz4f)ohg=7VGQ}Za=d)3SKYbpbdY7q>~#PL^Ne9 zB{&Ku3*GkAqXZ~1y$XlOu~d`Qu=;&rEVwnAi`Z(F-om)$b_Q$=oHD>dt&UE2H$O*y1LAmCy9OfJzvByMZ%o{$FU-$J9P&@@<|~$y05)-kD`3ZH$f)UUX|M>t6lXrdhCs!cF=+~;6J9NYPQt%ML^SVF_G4k5 z#S&<<;0j&(?%3(w0n=$eZ&jw%9*`T9$L64|!ol1~fNAU=`hmHS1&(4lVBR_g1kGvH z0*fc7OaLLPyX{|8v#pC??y0iYr!a6fD+F6lB7e%1St+6X01W^>9-@}CM%XxrT7ZnX ziyYu8xe)A;U*w+TqQ?XlKY$}%Z@0)>#?=K(j+u=Gm}D@aQ*pLa19>7?3-a}wR{BZ4 zMXk#Ck>iZ=)q%kjn0EmtNA;yzE>bil?^oq2fD|J+(B0r4KDW^c=ip*fCeIzlkTxa$ zPj2+((LC_eC+?3S1FKLx((%G4rIVINY+aA6_EB6su+R(pn(Y!EgxA!Q2~;`{JG$*w zd2|CG~w5U^7@L zV6t)1_qr>ebNH>mNzqI!Hi9HbgBn)Kt@-kz&#>do0ey&wC6oF{MvA?t&117sz!qUK z{5%6J8-=*QMypX|V63J(u7kgsgQYPS4+fHOnsvtXY5={D6|Cs*#ikv7)%2!ypy$1WLOsC7ksA z2=+BF+y@x0E|p1=8k1TmWW-4y$5KH2D02k;>JD~2=SC10^g!Ukl26Ob7+Sm1q<5dHaL{GvTT5d<@IaIwU)XnWY(u+~bcM*SH zp*vTY(fJW}L%VvM=5&O)em#7m_>A@-#97$;lNK^2?ny;}1<%U8!}H8nDG!N;xqroJ zwA|J&pnkM_7$w}>g>he3AUyJTNE6uJInjd&D$oCjyKm86fn6CPW^qU#*TZ|6?R~9ZL-l7$WtFRI>X}P{1S(tAs1iciCMnIW>LaCXU;y0^1Cx%iaW}M@I<=e#ME?h1Q+Q#Ge+D zzI2x4PxZ*c`U}zdN{-uGu1Dv2&o=d>mLUzMaF_K9A_R`XyD*$_!3r`#g?w8i%XEi! z3nZIhZcdE0)J%0s+zq2Q#0Xdo%Gf)4Wcm7!hY0Xj;bJK}3zVOX`|4?hb64TolM_t$ zbi5}t`wcu|=@(mWeiH6)vcn}Sqi#?kyc5g%G@FG5=NZIJWMX~hc;!}v1=q?u>M`$14kZzro-;FHv zngI8_&0rApD|-*_jfU!k*C>v<5{hdT#C6@?>C(GhuR&bcgtMo(*9=@Fo{z%AXpIV~ zI&OGJ=!vrss;PB?j5s1nfOzz!$PuvbvUyqPgAYa5n+!=k@1;KH(V1AA|syGq>Nn!Gk1zgBdg+F#9ldP>aoi$$$@ zfaw96N!82R?KlrHEV@4b80FBA*nxI2}z-Y*m>ulOp9wbheKdH_WkV!1;}o_Z9p!Z_$v}ve8@!epV-GXbA|i#l#Np7 zo!?^&9`QgcbCf%tLEF7@>;(_r`&-i<$^%T6*uqK3#c(EX3zca%*jaoEL_8ch$>Xfn z;^L3!PFNag7PNvg%i%@gwiexor$yZ958eu~kA2M7IJhy=BE{ z`jPGJFKy#4sWpi1*Ul^6G@#xe9DpsGD1F%HmT_Cg{%mRODhxj&R3 zbGzlbJ|GWwwY}O^UiNS<&c|7-{m98Kkl8Xj2{LE%?9AClPC7Ylf4Jrckl2d4aZ12y zGbMwQ2wOHW|IluiVeD|WRQ#39Ym?ETk zQeaRAhSYYsfNJw{Z9$^=($mR#{NZhk4q3jqMibl4op#TFK2&s0I?W=4&?4OuoFWe- zRQK+^v*ag=&@xTzSj&gzGUR|&ZnWfP`JH>GW*^%~73eIGVkNJ%S z2`Id`c^^glp|@Wph7LII$) zxQZxt(8jHn*!2qEbg-C7ZFaoyq{ISbF@Lrrui3`M61p}TbKWx`d~r(M4?Z;nOcnS) zDdI56#5v zmbJwxNRQNfzd8IrmR}-2|D#H|@#KHpu4325{>3N~HU7uJ;~N4}1tsrl%dbK6>OTE8 z9a&{OC;kI+$s>=#MGzoeaCiVR+J^e}m}eOQ5(F1Ye77KGib3mG$#4$5N7>V_>TqVn z&jj@Ll#qO7k6GVdmB1u#%9pOx;|O=Cu60pW66%QmjwmjwYe?@#0KsaB#~mk)i}~A4 z9SPM)r~(4>(g^eGtS2=Y9dDotI8o_-3OHUU_%^(!-r5g-hdHb!Et-uO?Sy-YZ_z90K$gN(W_*?Dr($yVyE!WqJk;r-$Q|x zGr9qx!)*Z}wON6xV|nZQzXt{EwC=7-a=RO#MLoiLdEljp36(wmp7k<~fZ7BzuykWP zmacZnmc=}S9ecAAGK0O=yvERnG)e9QOF7CB`W41`{wjcFOQlM&q8cx+?+rEH3~01k z6@9G6Jh8uEgY~Lrfg?x{mqRT*@p@ z`adBi;<;>BPwdxc3WC_zUD&vZFA_T83DP>hR6fTD|3G}9urn^qdXs>V(GWjqYMJ2| zqt*pAup0@2IJzt%YYcl0vZM&IG~9CuU)J|F{Oo~4vcwy>DY5Gf zSCyKT91}mS>jb1x?@{4hXv{*z`SYskZeDV@$7h_@%!~n^rFH%=z=aj2T z35ba?xLn{H^C15arOO56$-z@ZSgTfoTK9KZ-W%ux_bjM*18G6LQ3w3Z_~~!u1VlO- zf9$7OT=HLw0<@2~Grn2^v>(uaV##oEOtUh7>nFr6sa%v!My%qBX*k*e_jfZAAFY60 zNLx6-`eFfQ>D%1c?hhsdjd4Vr+ib@K3HsF*&dJhRIc{eA+$K1=$LdINM+DLdfMW18Q=iPVEM zQf#G$Yh~X}tl1Z=%%l_AIfOLFLsi<2P;p_bKG~7^na@$>rN}(W$u%3YVb;>x(0|d5 zqt87cc7`@O3V(zKM*8R2G7+m!ptuN;G$iKy9G8!Zuf#U29c3YT_I1CLCN(jdg$K(E zTbr+Gt4I>b;>I`dayi}e4cI|;QcZG`7hC%Z*%-mR6@vjkSha_b`OZV9ZAm^gUzJEvQ6H`7BdA0NGWYCT`%Z%{`ipJS zkDgpY%eUUCQfI1k+J&@548o0A`)8Q9l1^Mv#Zb)_Z+w}PnFmB_Y@+S{Nui{d?~+PU zIcuVQjQ1*Pj{`;trIT;$DcH3=JZquHXc?9t{DmiFPEBxw-+A_a0E4ifY0mh}fKa-B z8ekSK2I>3Pi_b|f-zOEZe*j+XvT_*bnEy>-?i2vdYKvcNaPqrU4-LB zm)H%QByx=*Plj_JgcN@-wJeq(r905E1G28w_)f%Vz*X%UHt-GKDa}x4YY*ZY|L7Cw zhOp5`1=MTrhQP!zkosanFcS{Lj}YlLjTLtVfDf{+&{0Hx!9wl=w&L#Af>O#|4JMBl z8meUE``Cv>0Kgz(326Bsju&?8_!fk|U9%_A6-ed6+L7*LV6N43=;7k9=D~d&1tHU= z)df{s^6xKbulGi78KDeFzHzKmBk4s^o1n|B(t-som%CKfj2|)L3VKUCYTSmPG?pr8Vw#1jM4=1NDgpo!wjlyu$Ppr; zob|L|MRdA!;YfjJG%I}qtf+NWjjy;CsINJTXrkH)=)(CQgi=|}ZMF}`iT|+$`7oPmito* zZ3__BNy6?zVMnT1yV#4Vb3cWC86gI)5{09^^AergoclJ3G(dQB{QF;adK5X9M(Y-zRGJI( zzV7@V14f1>i?tcA6I%3qHr_4X18eTgOk#_k?-g8w(lzN8jKPzk7!~e={c{r(LuP{m zYeURsv+3BE?-k>L)dOj#6+%}PGsL$Y+xY8lv+NmJsi-@@(lfp1JM@~5{VqXz=;xek zAWlzT>8DIb%NizswYVgoN8V65P#~Ah^DXm)>w1?-A;o%pXzfyobZ)N;Hc81{cH8uv zWYTu06|Q?Qh8Ak@{A&C-iR7#1Z~WD^4IV?AMaQeSO!Hac9h@xPKiKrA7IPk;(OLAbj?mlb?zV>`Dy`n>}wlc zp83&ln+5msw@%`jebPwXTpz{GMV=KTOl}reHRBl=5mI%KS@qDxPm!$BmNVZ)Jg|P7LRnurW0?EY$JJuPfGKmiwNF25X#X<)?+p{} zyQSQ^2_+>YFT=)4ZvU1T9tBQoQ2}{nC`DhH625z5&Tg^&_K)f0}&D2_-S|5fV+mv*Py8vA3s;XF@G6O%Yr)-87q9rLE=q=lvnJ zqzsv)OgDf38GQ+lj{hUf0B){K6#!Ma{cEgt(gnBk%i`-&fxnrF!#C%xUm&GXEp{Zm zz=u7`k_tA;HDx{F`i>@Gf)rWjr+fzzgKA~7l|9#byGaM#>~B^kjiBp)&;D*6wPqku zG~ZrE$XwFOa@mvve}KReyYz?Z*TINWls87yzs3K^a)Xdt8NSo%zsE{2!$VeehZOkdOcU64 zOS-XMv_6@tXgvdy0Dt=@0j*0iK>|CPi3Jkm>)W3MMpOqVF-@0|m|-E)syazNkW!S) zWn3j}Oez&c$z*y^Iqot)C2jLpy%kIt_*`PBx!JlAvy(YLZG1N8;H*`daCF7<)#W#2 z=1Ch#1^w8|b?)>@i`xzK3+lpQ}Ec0%T+woGfujC5l>7mUcSj(LJcePE^{LKQVKKZvo zF4>!=2%S0*L^j)g)mr#nl6!qseu)`!ZvrZR~-o%09kxG9;u*+tOisnCCqUP2G-F400ulM`udLB06(!2-tWfjTB z=OhoMU0o$Jn2`rHN1=HeyA^Z!2P~>aS)Oy16FKmUw3kdJid;*elWrr%*HKDt-g&b$ z?3X#Uq1_(wIy)OY!i&`{_> zewy{@`u+$%=^$zrV;~cC7cCi~dL5)>mlK5@q1^*b)Nmm3b_EU2P(aU)N!y0uxT}Jr zV8Q1&ApNxQJ+qV?kCx2kj*6|^K%vi0&JPGGJa-X5#-!5emn0$cX6$(|p&=$mpB zCdk;VksS}Vw+J5-o>cgt+W}h(we56QLNPDf)DDG$H22}-u!G@2jyF*sy!A;`mb0jU zw2?A`@`$$oV@g#2PqK6=U>Kdd`d3$M=y;*olTHKKg{hr|#pVUwOLX^r;W!72rU%!w zKj}Er1mrV}kqe&t_I6C@egKkB0?FcCUP1;1-J^50q8%a2e?_CudR@5cI9VaCZgUNc zFRlGh7g-Xy(}FBLlAdlqN|uHL89orSl>jN+-lA#jns%%RohNEWXO$v6Dr&a(lRkl%NI7s7Of@ z@MK%(>laHpIU zjOciuBVvB;)O79yn|$-7V>1{H+>>+AJ?FDSbzgo8u!ZRyLXg=9e9}$r-lah9g*{}? z>d3zE`BQOZw^W^MK>Wqwig2+5urT4gjX=j`P?|cQFsbmP@XBqKhaFik+4Z@| zQd71JqkfnI@X}3JqUoJ7Ra&E#5(=ocgi>DyKs6NE;j5Jt{Lx*R{t9r{GNlpL?Gd+#|06#6pQ3TMozI(8Mjb|M_VtRm1~4ykpYF}vQuPDbm>8}H3;n+G&7?U!s>kTNsR)pW_UQ(jbAajr zZf23oInus5}A~V33=#m}Vl8ApJ-}E3w zja@v-DA6f&fH+6J2-}CaTUh{djs)Wrrl>98YkYoYnvW^osMO0bCCQzlDe{IJI^ADM z7J6#iQMh#euxA?c`-1;L{XQpL+}IBsFA$N#7LjaMDwR9S-Bf%BBsl$zY)j9l0_Y7J zTCY8SxKJF3&jDs7roJ7G^1!Ixt;_&yv`n$mcP*ekRaI_T;yvnHZzXM29TFp{(3NkVo8BAvjYb`Z>bMTgcwb!rF-9smvAa|62)Wj@~Fi6?+c=|XRA?Y zw{9iU)p|IK?F2aRiJzcOZ^@W4_quS2(6IGKC5+h;S64!y(SAWjq=VUkae{r+PF8F! zGr&lDTv(K2KXEH4s#?ON7;NYi18Hs;6isY&Ok)m!F}^JUFKTK2Z9~ z&Iy|K{0un0g(MnJonwSRzhYGFIkZ`^x;ORR?lNpX&)p+##~C2Q%E3)U=^?;auQ%l) zWa{cQ70^s~a%2ZZ%4F18cIkqzY(?y2k)^)Tce6w*zy56HIB=`cGlj;?g3>pp)lB=6 z_21awIK%ItEY1TNk#d+H;TZ02z@W;`Vhc4p!0kh&iV?en?q4ulM=FyU8RqhJ3;Vvi zZR`oOw?w#GNLy0Ob%|y5ctmR4gd+*ww;`oCz_&FiqxP(`$K0j~tUS6s`)*=}k9ram z5%fRgn4p=XY^ZV?@(0|7TVw=Xh{dWwTn6~ILo6aM~3tJ{}~ z%aA&&e@Xkih4ls_I#!BI+0K6hp)1x}17|aen)J~BKtJw3kK8)@@Vv9!ZtP-jP{6P#M%PE(Wz_T}{{q)P9y_8IL1hG^rVoGz zpn7=e&m!1@?n2q36Tm~VtT;%vZuuKovk#}6AAYwg2z+BdeR{d)Y3=!ZQC-A<4xDU# z7_=+Z@6dSYB8pFNJh!3hu4}E`kwP1#(7*6=#GFT1fs$gaEmfmMtHsJLV7QPLE?C)37=#>Iajrn&WlnnM#`cVTYr`LHQ*)>@ zsTadRDZ(LSWZZS$SHiHw(n{`R+s>u#2mIj^Q=cU5ib1?{$SGOCCeB_%+r?j@<4DMO z;oS%jdue3M4~WNkVg%^K4< z*}HE$4IHt28Pc}wkdFB_gpda|{Cqhe;8uiyZVr2}ES3O5m%7Q1DIfHRJQmt*i{0${ zj=*E>A;_n-$ZxKFaFMc@7kq_AS7!y`ewj(K<#HrZp_zFoP5 z6KV_chdYSJ8QFYdh6-SuzSt{(A{LnU*c(swTnivELV(&4^cn%-3k8K&hC;^2?q>T4 zVSAjs4?+G6s;~!LZVRj`76=;zCuQ?q?10$;C=bSCViBf3Ps!nrT5pGIvo3UDi2c9ro zgIPRZbpxW6#(GJiYq#h{m&(bs@?gn}$6E^(6Ohytza*vJnvpTDp$MjggZH;Ics=|f zSO>Uq#3|)F%`Qgh868@mV&c?JahjJhqW8vQ&Oki%6rLYvx9pqS@j&?1=som|pdw`_ z?Fsd*>f;`gQU)rols*nR6-P@biz}6)*x_4LKoi~oUxojOX7cLc>jV#QzfJz2z*Xs{ z0~fNC9R)d*Qjb*hObb|=o=}aC4&FJEEq5h6xTO%KMo9%ki4&dPAp)ReLykNI75_Op z=N;fzqK}t<#4)IUhzGFE>*%yIpKT35o}jDen@if4E!1-fdeXAoRI{Au9gwISely*Q z{=^aL`^w1L6#t261xNfG(d>kyy~osIIkoS0%}tR3mrX*U(Ntc$vaQ`xfUTi7pDwl{2>W2$dCIBGuKIj&Y!^noN)PGi zp%}P!iwshWJAE&xlhAt$22QRa6^zng2m3<{KFN1_{hr!cicb=>*IheR9I}zvdeBk3 z#beom_((uc#&N&gU@952@al)8o<#3V#2I^ zHaLau-l<)ulWhT6znTrIUgOtF3Ro!#WjOcjY^M8Tsr* zFMxtQ=p22kJLMXYHQ`l`jxp`@Rz0Mj9s46?^|SFq)QLc2cJSP2{7{d^x_h$_1oEp- zItD&0@E8LCT*O4wvXkwMb<69Su)cfTe!b z3iFL(no&?EnYoIgiUWs6H*R)skV6Mda^ z=T=W`i3gO9fs8YETiNoPEDb>{Ug2!Vu?sze^X(@jko5j2*cIQZS1|CQmDyhEVTA5% zrKJIHTJ+p=2D_lJ-iRpLAuX;Pp*r$Xtoc0Xy%PUej4E-m3(;KRI8BmO6i`# zVw3c*;^fk+4aSL~*I?hg;qQK3(!PM!cDO3iB5_@NOtCtbpRnyI2qOBaE@1+K9py2m zui_fz>fOI}H{Bk~Q#OAu68p10OmK##a*@YfHYgg~eSTim+D#yE=Q+FC*Hq z7XGfSJacMg{Zv92!Tc-Fg0 z4>T{cb=C@abizSD^Xqa-+WY_rPuPM-{t2?*b5{35SB9Y6FnC93HsdEb;%9A{J`e8NR|fRZ?N z2&@FU9)f&#$ZZ^JQeis^XW=VlHZi73U6|T((~cutAU=3qF5C`+ovs0EvVo(dQdbB@ zPMc#*vPRhJXIdL*@JEZgp1@m$!zP0qQ||ij9BKZRO#c_ASHcyH?#h;40`X2_F7M+7 z6jww7Y3)#g8hd=v{VfP>lq}C}AEWM=rRp#bCI6_eRMt-J9$xJ`emY6cHK}{rGz=4A zLh@(6^ZW75|8{|kp4)HKJKdutx(;-SU64sr?$*_GFesID;dIgkzXplxHzOG$VCPxy zEIy4`fqxLeC#@a&hkIEfI3szFlASYM;yPr!WBXXgb_-ocj)?w$#-g{+M#uWUhzgG2 z@_+u#e-}{WdW$k?pmI63_GEVD)rRlmOZqLpXs1#fm)TnT@s2tw;`vsY9CL>8J~|6| zhLjJ(?<(uk9XkOk&i}>Z;I$p88C{CvESZ7dI0MFP^Als(Q&&3 zn83E&nLeI|j%xbMHZ%dLyXDbu)G!ni&?GVI2zAd<2IQ@7A2t3Xk0$BaQmm;xt7g6# zh{;j(t6q+~`>AZd;S*-Q*13*joH^)$VgLnxDZ_+qQ)?ku7*bzL#xH?+ki(^or@@<; zNB_gLPl_aPFq&6knsp7(2W)p0$Ql00=V+Ret8Tlc2|1#wF&$B6C zyyv>t!%DvVeESz@N(1Q?!&HohS+iHbmD|j{1~(l#SZ~5*MgpL&-RcIux~E>x=|(SJ z$_68`t`~@)3Ho~cEY=ynk5ThP<|b&y28CZ?_ou>2V&}`>fCiRVa=sp0#Bw?YOr<*@ z6){&}A;q64vc$e!Q<(^uw+hf0040iMKA_smVX@#B&90UuRTBhVGgf}3O*_w)_4|A- zN0u`78(idqm=fcBhClKgXs}Y&{SFtI#q!wIUM)02*Zr#v?QomyxO=;PPbcMbYX}ph zRD#*QIn$?2>}u;mXtJPr5X@2~SN9ONp7Phv8)*(l5Kk)FS8MyGF1hXB%(TAlTah?% zOZsn%0t4yz&DV1?9Y#|@kb@$zozR0|PLyfc6@PE%4#(VIdOGVJt=wdrTQxdN{nq0Y z;9ptj6Q@?UQw*kflvUrKQn@!9JAYO~D!sH}V)x*pYWD8WK4VvB9}^TVu3ahC_WhD= z;R*g9_H`B9@IO&tWbWE_S5w1sqNuk3Nsqe$IV4gK*edtWlotEc{j;UOokaZ55)Xpd+pG)%f+-&@5x8(mYe*Aa#&|sC@it(ySC{x9DZq^d9 z{?RX~)?c{5laUJzxLv6mH;Ue((fWVWj8sPSeq|a#RL@YvwH^0m{eOIYcR-WL^Y?jp zVnGlqC4dNuo+2F*AVCigR0Kp6rB{hkgb?Wj4hx7t5K)M15Df+By zCcjir?#XnIwYL5^EK|g^`+x8~4*d@iPum1{VC`1P|2qKXZ}dVxXp}NzoHrK+TQ-TF z&Bm0@+And1ePUneXDe`@1fY?g;Sj1Sg2ukb%;Wa5ag<*Ji2n6Z(gTQ1+=ns?3pDZl zd_n77YX!%fUn`?uZIMfk{c&NeI)jUzRIfWE<1s`Ak6a@ZL?I-$m)-#2%~x>YMImLPHl~l%_)b@{u{yH_4=XGKiFpP(9$BMn8jfMvj-R%8u7P;^*&zkJex=L& z-&_A=nhjdp#S%t!5b|0Yb1J@|wRA&#_|XgZoUt|F<^>Dl13#r+ukKfF#g=Ap{azLSjA!E1$xTU~nJF*? z*pGn#Cy|QyENsM!E*UEIx>h?}Q&`u;m!bJF$&8t)hxgyD4L{ChIyf|BjK|6(I{OBN znXa0m_{S@M;D@0Dex-*4vJ9XW$M8Y@-*siN>^Q<(uP0GFPKP(; zTmAD9ZZauY6!miLX_!7S<%PsO)V(FoJ>VsW7zuo|Bv_bxp8)dOUK0Hb0axjNA`4RRb2UFO>zCvykm}N^{2li< z3T}(rFaV$AJm8aB{^}|BpN3M4p2r~FfkP@@%Di;i-}n?q@{`=%02oMIJk@2?5j*#k zU1K?_)@Z=q5EN=$|Li|pEH=^MrV-|A&@I4QAk{KQ^_QC&YBFmHc?BK~3#T*NxF%{^ zGbpbN$`SB4k5`ojNliwGhLH9b)0x;y5HTnf@=@L1(QV31xav?1S!4q0c3E2L+#Upx z?;AFAy^N+zOX_$ht2}DY`1{F_)V`Ns9Tm3N`B*f_VFq@ryt-kJq zpy_A~l><336=`)cg?&V8u^8GK?_)b(VL2~ajYcd^ns)ryo4`=Y8VnzD0}Jnyn!{c% z17ElL&v7DYO@apC7-BxV#9uD31|yCLI7X=RYIjrflbbhYdqO7`-O3wIi&m?QvPwy^ z*WODCa$g4RGub2Tgza5_+R~Kszx6bk%r?%dNgm-%{B~*TjQs`hEN0cnAu!3kmuw}b z%wAL*f^r@#y*D8>a0<+1PJ>UYanY)JNa|a$ds=fCPtwyvWBTmVVa6UV*Pq5{avzT?yK< zLCzXNydHrNT10tESO2#Hoj>pcLZRPEe41#3OIEoZm?NQTB-<5PaX%lozR-KVGf@2N zvaA3&?4^+Wa#5N1$*{iOf|#chGDYWnw1I3rLGgy&w)?EvYnc_an4`OahRiLN#6 zp!5~%J{R>GC5yDlWbFQ6sM(D1Q9n}3oKE0yF}?UjDMn4pwQeT}ABN2<)g(ie80oiZ zx9ZQ~@4E-g8~=qfDU!GXzcLVB)AP}&;_Ctb7Q^VoLvwl}p;-gB<2zUPhxORqkEqwE zD`TXcr-c7Fx*MytgBedeqF}B+(ImJbhyJ%GQp$Jp`k)3H#soXOfZ12D=8bI#D08xW z0whQUUZ`IHl}#A2>W-5eAWld+vAOK13Z6pFcYT0WDS2iK>yH!w0N04QI0}P#{~q()|1Z{VrF4wXFWwZZ%s%oH7|8M#H1vhSd(db4Q6ZyG z60Jv0fFqcO$Kam}GE%rolu?-pBD%#S+XkRv?XZ(p-K70p5M;g=;;dKM_!Ih99Y2{o zZ+ArZ7|eS08CwmR{MRafj~=U4Aew-*`U~zr)26TPm5YY;&K@U#FzT?l^Ze7^`!Dsd zKErDo^wi1Y-kJn)zuO`}WY}nT4_tFWQ<*9^xA)`lG8}&fqJa{Jb{jAKyd4~OzSnEwt>UA15>-Hsj+w*Ojyy zHAcIa;fWxtO2Cnkrips+^?LwJv@!+r#am&H3&hO=sSI)$fuwNLNZ7R$|F~eOdCXSN zY#%LwMdQZ;l5j-{@~fN!vwHDAPDBZ`f*&3DJcHIMbH)K@ATE#twGgJi`s^iXxCd@9 zrkxlQSQ18@|FP$uR30YLi5j2iro5>*S6;vj(9<*$8X_>Izn!vrpMh~e@h{}l!sL|a zjA0ZbkSDUAg_w;>Zq(cB0aw-iqlmGiUrlAgvDxhbaqmls>+TozgD~rYhRc1SaIeB| zfj1pB$K)iAXt!YKtNRU?n?sw5(sm)V8jaWIB^BHMQKK5pJ<|%*wn~SZ)3;{hjR0{=YR>b%?WuVso?s;s@2)UWPT6u!>FWU4WhFbGi&VV^A+^vBEB#MXzh=z@VofMFfukc;r~67Kj1tLQ(uC<{ z3zv=*codEUX`8S#ZN7M%YCja%2#ga(bu^^U?uAVms6(QQ$7_bpY<8wrzq=MSqPeu$ zHzO(x`j$mjmQDhTh^1kvabxj#Zj?J@UvTzYkDPoU^+}}b#nAlG%MELx>FA2-?*b<4Yj<3{CKuap+f5t+~ZhcX0;*tR3J_Wv1-EceS&RaM-$|9dyj`| z&Zc8>mQi~PvI>5{M*}}aa=UO<=i$^d@U8%fFw@Q|nX&UAEQU)ouuKn4?NMWyZG56JNfMBRIC{uHKgh2J;Xn{E-=bC91_vD9N=Ra}z4K_eO=U6;*wVjqTT8fhIIM!1Jnif@6TS=B@OtSu zJDgPh?W&Y~x6`+5sxLS0FHS+%wXj>(+77(~b9ph1R9zOt`Aep=b>+k4twX}O1r+80 zQ{9@2-_nD8x0#{p%a?~@?-M<3xCnPYyx3i$UlYA4DRiY%Vs&cACL9m-bE&I3T9^wb z<}`!+VS0Fzj5qPNM_+#^VHVQiE+1=GQb7b)xypEdB>UUX>v{dPhMzQ}&*etTqFlKW zM?1`F4Fk%TxkIyBPEF4B%@S&PEVocpvb?DDfap(~XsHE7nU{f2!w)IHR3; zXeVT1f`-B$x>Lx#Mv*6l=y@I&z`9wul3fw_x5qhqn8|7Aa9?{#RS#rw9gPDK5@b`3 zr#ECXqpprw1dt7`H(*9;hY3KrRDC***6%@HUM)Zz=U19D~t z4sjP`ZYy-kH5S$i3bX(Xf~A^J_FNl)3-o%*bq3b7DNr|OtsDiaRjh7mIzs@t)aG<~ zuA-&o-b0o^z&#ayDXwyo{s~8ak_M+BubVhfuRq#eY{R^<t!j(iVTda`$zLSVh!QDyiXG;*NT-)n04-6j#5-kqhfy5+YAuX~(B;eGZ{<%&w5O0h6!#C*qAuY~u3{9_||vCio0+zzmyleTz{ zZVCVk*v}OTU2B>aX{|x zJhuxQVP^3WvPd3?q@GYPe-cm5e6?q0!7nWoU%}Z|J!g`ajr5BG6c74=6)paS=p-nvcL1 zcn1dB^48SyP-iCuyt|$q#}KksfKoGP85^<8l8AZtj+D4tfT3wHs|`a@;6d@WYutF zUjt3=0H>h2S}Xp~pPdl*fbm}a!v>n7y}{|E0}+@TsBVyqeI+-$jE;H=T*AD7JTMV$ zaxFl8mKrW4Y>|&BMhZ@}=Jpu)4n}h)EZ_rS+R4LMGLAc8mmyRKs25nzfYjK1G(HFi zK*0`A?wM!KVkO4fBJxY5>t&+ zFs+EHnYaKT68M3eobdld?t|mYtvyWWn+kwvvE`*ri+yv%tZ6aG3vA@|2N6X?H{z3e zVeGT#^?nM`^usXgfE-}2hyFoO<4x8M?3<^!+a9X?h!``$>p5)?b9%zeR@1lkuy`u< z9y3xl7s=AY>v_Di{sOl<3|;~jN!pyFyOkX3mXDH;BD_%edO@lj;xuHn_g{e5jFtkc z9k`6mV48E;uE;0-;NQ+A5$u6mY$RXcUPmv(d%aD;3kT!LKMhu>N7lg$IK5p2Ldcc4y7#f2#<7bsp_u>!9M4l`fA&gD z=P7WC-+99nIgYi4!XVxuo{1?(a?5NXnOWjXWw{wD2Q<3+7c~qoMrzdHtp=Q{tutDA zwAj}`phJaU?(B`&_Hj_hN+iEjf2mT*Z=6}3)7kD~?f-q|2BG~?ypb^{g!wVqS4UvI z|9WS9yqE*Oq0>1K>d+lPL#BiV%{V*jx8RF-^CYZ8rSqqEp^+0JpHcfPH}!#QEcbcsj8XX zYbyy?>=|9Hnf@)#Fqz5YRixUYUJ%UU>UNQL{WYXu3+HqMQkvmhWn`R>W6A7uy4yg` zj&Fz$Cq2mOZCEyozV#`6hl-iV)Q^SmR@V3j3|4%@Tc@z??DW0sQ*yp{GbE+oZE=#! zOa<2;1()G#XTgMTJ<6Md5Md;5XU1vzF+V$pgp^H#DJO0TDuTjlj+%m(#{4*_&VgA? z4L-L?ztX>32@YN$QKu1~(RTo)14+j+*TC-r%g?WpF^Iu`6dl22X{|mZ z=k6i&3S20axlwe}t)2s|KwSnJGs32>VRP#x;j5`VdpN5-d0lTCET%(!6oU6Dh|Tnv zZm{Ln_RP9%4XuZ>XkK9R;v3Y*Uu2;`a9z*=>W3pD^UoEKrc9N?*jU<_Ifsa5WuA*HXB4ZP9 z2kZyTS5vO?moO@B#nus6JX`_6w25Hm8xtzfQ7-lCt@YbrC4T^3rw|DII}ZN6zjqV= z96o{|2_7M!JLdjX!}}|u?iW1ju%j1vQb2bg%8Iw2{raaUDfs9=Rr!DZMC&b~yUUR? z;6?guxO)<-JA}hiC7qF-ON@N@kG7K#Gi#j>7AOJV>rps+?J7vJ;~_6=@-SQOj{COS zOI&rzf24*wf&lxf3z|FvZ5aMphbuJGzDbY1XenX(cMeudoH+BD6-G`bw2!FHpoDbX z4>Lc^RmXfp!alhLfN~1cY2UoTD$7IW7%--X&&TtulwAqORLu!~9L~m6&W=v@yv2S! z-_$A}B%tCBBf;^^r2Z1toVXgOIqj8tP~fh&)J_nJ9Za7K7|NY{#bkqBzm@8jPM`+H zSGXPP+qMn%hw8$1yEM0ea~@#77riKchd&K*&o8G}Jla1N)`VD@GoQPN(AB{gEMA4` zC#dN94A!o7FR#I+JPOzJL7dx15ZE{SRa}$#Xrk=m`x+w;SSMV3VdzjOR(jE*2zk~1 zFMOK_nZ-ZDWVv>+IKlpwgDk6-j&+p72T24ke$~Ap2BS%6YF!$?3d{n!$la6TQp~2N z{4Sr+`-q*OTy2o`TcpNPl^=K>>?1mm5$}mo`Z{@mZ)o5j|JsX}w31>N3b7gjF;@my zDL;gFaDIQJ55A*Xmb|%vRhPQPUtnPfN;O%iEd;K+m|1HzFKS||zk*sn20evxF=WL- z&4|%)P?feoYSx=D=I138IttZD;V7cZ#Alz_qv?-ILnlD-LYV>!ni6vtSmFiSi{htx zK4OvH;yRmEOxg{JV}7qixSL@5#FLqa&H{5Ec+>{f_>uewMdmKBJBN9<`1K<((=>-k zt-lK%95}|waRxFZxI1k?(Q2S5*iH|Cg_fIWQsqB#_1qo+DYWjCB+0gJ&#E9?_DFdyRjXHEKlxbleSKxr`7^AyD) zw`cdcapjILW_iZC6+yr?_jUm$vGgYqS57nr3O;8v=TCZegzw;7xXMi=0CLX$Cr6H4 zOWyLUYd>qP30PcMSrCTa96;Qz`$2r|mpW`v@H_?z1cwy&NAY(Xz6R!zYViY@daRMW zEu^3 zNMeee2EbX{yqqzFJjVQWVeh6Jde*-#OSR4d-;TV3?w7Q8`ip_^qT?elyu}N!8sD$HP@P^vFJhm`$?H38YO7CA1-UUbS z9^|qH5xmm1k2M^w)!g_+!S8R$$};Ipw|@>hg@1Bwz#39= zCrsTd+8S?(apLG{QKz*>FFPOKsWa{=vM*t2-wlM&$IZGvfxn;Rl|ua9wR`a_D0{{2 z0ITZD*a>voW*0XT`aT=<5U86qgEsGbsp5Gig@aV5W%4}ap;hqAG?T_y+p5F=a}pI2 zKYXe^zqtqeAMm=m|9WI0;E*c7_$+3#DKQzGgX zNN3>>!@&ZV#ux_bYTGChgq>CSBLpMeLkv4skBY0XYvWUqS6a-BUufw>qL0MaG!!sU z7Hx&DP@>|@*g568z%AEUaX#Jsyr<%iEN$~@F>9-cYkR5ij=eJKFLGn9uuPywxvqLA z6b28`&qUu^-y4;{d8xl|s^T*UP;0D#sjS=wH)#o+JaDrQx(R7(-wkQ|p-iA(c^X9F zak-NrZo@>*XZ^Nfkp2lo?Q11ywgOEN?Aq|uee5KVZJ9cs^jW0O`!|)KFf{ekANTMNk$Vp6VT{IPDe6lZajqk&>kmz0CT$keXG zkdBgTLfI$gCqY`G^+*{@)J{C;5uDo@m1G>y)5B0j8+y7eKgeS(3^C4F(S0cEeq_SS2YAMVD!Kn zoN5SL>Kz9o0&;6gimx_~LY&x({JA7a1tODLEl8!;PUEQVReJZ=z*7GaBKES@#TB7LbK!dmDpRmP@FgI4x80x@_=<;c?m1aQ1dY;?nl>5%YuS$G&e4@b^j`R_H5vh)E0vN#xtlQ{tqyev0<0E9->r zv%@i?=it}x;a$Ie@3ZW_1U1ziIXa5`W#}7piy6Vo?D|MHoumnJaHa*_CjzI! zJQ8`K>v6)v`$JKMg47Q2V9SB17GpdNq}oKCAqUjRE=$8Wvr1r(*>9_~V}hYjCt z11?Q9EO51WsJNde2c*=4VX4+A;oAhMMdDk+e778<--vYeDP5QLs&!q#DN^mu;c<9y z@BnLB^5~cH7zas6F2&5Dv>q$GxemWr#S^ftL~C`CBezI~;w{gEJ+axgQ?b$aN8F#$ zFLyoGyw19zbC2`N{t!6PTEWFPDt-xpg@F{ioC5<=cMmo{GQhYz(@w6PD7ha*bVMs8 zZ$TWXkkDPDs`h2i1|6nv2Vafwf@&BJrI}7!US{)ffqKJLn!kxzft*Rq8N(jeHsoJv zMcy(VHdDU?yMUN^!Js9B6P&*b6r~|d395e#D-%P24ZY6)-7F+1ibrIwK(x4MF-gMiW=!Oh^{GQJ|+L#Ea-_D zG!kzXqVEhF5SR+aP5DhH7Y!f~X?}Z~KVw4Ds~7jOUL>g9w?Ei?d9v4dKq9P%Q7BB7 zj(tVvlW7*+jz?F4GWQLNcM~PYD{JvEnwedlLgdYK&*@k5+xD`S4MgdLM$kKa88ZP+ z{jxEa?1a^+Upv;mJHe>Ju$UVmcqKTJ<~Ww82>ZYpQSV+29f8}aAe3h+jhoV!qkx#|GnhC|ny@>!D;G3B0R(m_(2KIRH1K)*&Q+Ffy|7(G2 ziGv~#*Wg((xj84;os}t({76xyAr8sn3;);fot!XXhicuY7y}S|QzmnB7{tB!1=iUn z8e=weW`<0`*J&8qm%w)u{#=c<$!)7c*cE$ze^3uk8(}=*)ExxX&$EqWz-JE*s5v$@ z2^!w(>5SUPPfvU-YCNN6@gMV@OKCYB!#fw>~K#)9Ty=msU>$ zQ`tP10%tI<_QO1a7Jw*K2|JR4R@w+jQ*HE7w2f*_;AZm~=ldZbdAVN+zYHX&8h1^= zw>z>z(J&T-?OUx4uoDCn#t6yA7#c6M>FT+aOxLAug3tFq;exv@CDUjbr3y4L#F2WJ z^{xo}K!e6e->sv!(2d~C*oI;RjSHZ^8@np)$TD|?;Ke0ANQT-ITG9x(KAFW-B>p#; zkd(&XRK3XNqfTu|k|Wb(0bc)BIg(Jf?tbTCgc9^6qy4H;`&w^=g2o1^dmH$O!Ccj( zPnI@GI48*7g$FnVbT7?LNje{xa>dY;^Y5Dbj~XNr8~Oe(F*}Ez&o7LICd=-I{Yz;# zbWK30DFizYpSbI$D-?=%g}yJ7Y->`|`X4C9RebUZCS-C*s1N#1O{GATXA`_0e2iw3 zIGC*NkO<8FZLL z2TZf*{ZF((7zZTN&#Xl7XQQUWH61e!?D=Py?Ph8=jp|#;r-~Kq;*lpBX*a@M`wvUjF(lRf#BM3awIMW2$8e{+ixX^bL8lD`9+AAi_7%{Jn;b#{mb$7bAIIh17uaEyx*07AjKTBYY8BN?8-kNul~_QU?OP^ z^lXJ56V&5D0X;mB5MtN~a;3~4aCz`66m7Hrq%eD73tk(n(4EXX+y-|+bly!$wC@G- z!Gol%xELZBKz=azEwWUE+SmbuF-PEc!LK^WQ5qw#-~6_@9#*Od8S{%kKL8YGyC|0Q zpHyf0)S)F`Flx98{_bJj2ea-RI8+DPGY*`Db|i( z`1m()uTRmy&&sBc6L3@!IBeP+>t#tf$m9ybYpKVrk? zVavHdGC&SB<}!bofIS`fMX;vfo)R&3j0^a1Q{*EUen6oAPyyyNS+#x5eM;;N$F~=G zLM*1?bg90-P&&3o4oa|Cf0WblI1^b2Ol6QF?dY3bC$nx!}Ae=dtv1QY0S ze!`q9{HB3kd~+AvhyL?{hM6*ddq@Xr87x}NDe-|n*Vpdjx>sojrhDG|U6IxuW%KwI z-{CkLf^zZ8Yv=zAxxg_2azAocv?T>ZcBFr7Lqk#qf>YG4bLB84GPdYr0;EFLcbv z=n1CXG@-R6*I^<2SSH7DKa>U-@c+&F&>5wl=ceb7588ZuRK*qRwafNrpjP`R9G#U72VXaT*{W;23pyYJyVft1VR_DV*Pgk!Y4rIv9B` zU2vb1W{>B>pF>}L#hWKg6UfHU2D?eZu+b*C@1ablt9Vog^gsr}x#@*F5|S0%7AYvgl%ZP&{)8G%AJ~B%)qTu&nDfa>NUkS<1c8LeJ!=j_4jwd9~ za<94WCz45mpS%qA=Rn-)0!5pib>=IGlv4ffy-$nX1V6b4t|_W}k43zbknDR40@!5I zYlFHVXVxW`I}|h8r#Icaz4Q z`)Dn_hMiVQZkNfr$N%!-Y&9SBg_oXuBJ_9EeYRH&b||ksB=_&%K#JX+>$+j>s$_e9#OQNk#%t82jF=c@wWoHh(ZP|9dP~> znf=I`QcpKWm{BBMzLz#U(2-TtaEnx{Zq7dOqQLAcy@1NDaL7yb8((fjwv{NQjALBF zZK$192Sh?UGRh4HGvN!XuZxryOxfbo>Y4p4+(8OLmJdipUEDU?a}&~G7p@cOisT<0 zqWA^2n(bc+VEEU5t@@f3)K?Vy05us9be>ealaY83x|Wc>@67jpa96t-|4J6CN<>$2 zQOI<5?6&MS0BO}?^szlhI_;Rg(~0qdPA}*osT1F@zZ4$4huUaLv!ghPijMtd;+^h$ zp>!7gn}#?Z*O`FyVn?yjUK<6yk262XS%bh=*i#QQZU>1sHN|+A3B|l&*Yg1HH zE2{Mx9o9TTE1iNU3KEgzN8>#fmCd$W&>u0reE7OGSiWLStO^@hQ(sRg~ znfj({;hrhtZSf8e3gcpf(7i{#CVlT$geMJ<$9|G8UIpY@1%N!#bWJvs2{0%36hvk? zU6~a!-m5@!ayF?sIf2NzYpB!!bexPow>c(*gn|`fM~mMjP>T>qRna~|x^j+E&^xHu zKHzuB=O;DBO5x63?jsN_T(SR5!?Y+miW;va`H+QF1zB0ew-%c%wRB}1McXWOkJvo} z;$loT90u~7b#$MBLC%Qm7PRmE8^ES^7@B%dDU1wc>|tr7YJ<_DGa;SL){4fNrIUmq zg_~=z@W;Le=0z*n9Z3I6ws8tI_Py8eqT|WA;;byy=9SzIeg8|7lJ9YsgMm_YnpS~nw+DBLecQJC;vo8ll8(g}_<4W#ptN49x6nZ;Rc zLW_6KhFFHaGRzwrT1xlcrFc-xThUqDbW(LafD7xax|ujxvgM znt=819*+^Kn7goui$s)!Mxw&bdaK+C=7g#;`XQ=q9TyX^xpvfP+Z02`{f?InDWt@{ zdL3fJ%K`)QQ6+~2EIE0Q+vXV2d@+KQGNjAGj)(>oIIX{#+ql5TSxvdwq$KAdAd1^t zkJ?z!3bL7R_q;!=Dy!RGHc{t-9Q7 zcB@2%($e1z-|eheBVO6X?o_`3lgPtPI)aoqe$1Nwoyo=BACh)P(aHmdj!KE$Teh>P zvFKZLzEm~s?fB-DFk%-Y93mTDN$4l83q{e=P&)GbjR6WdHP5D3dXL;9L9Eu&^?}~+ z1E)%>^QO&s8h=x7sEfFUyUtkkw67NG>Z?|&*k1nm;!uZI$NTNuoO7s%1-jq9zNB5Q zpS@A?Qkk=V&h?a$0u*MRk0hm?vPcPuKwj83TOyt93F|W6>CK<7N%slp^qiFxzMGt( zU>z|zt7#E*^wk-|ANPe5R&t&$%U)QqxL&51y@#!*?N7>=rNEul|B#Y}Mq_%pl+kFM zU9a96igCSn5sdo~{gXIVF!4=VDq}n4{DfL7)%HTybnN7bM!lh(-%MjtnkjY-V`KNU?11&P$5`Is;h>7(F)>RW|>(ubh>`sJdldSqx z%R|-L4p^sksQ(u5rG$49PxK}FKL>dA3%=xQ<~GlJlIII1!K&fy(^sU%qpwq09wPmn|OJ^sbswdwF<{p+$wWq8K&7rKfomS z_v$S2ioD%bWXR{Xt=lN4E6Gzf7m-xNYMpsFU7RJ`K516LxZ6n$&B)ihEAhLVrE^!J z$8>+ytYV^Pwk7sc5o>Pc*r-{Hc~`GWnuUghW6O)#jg6`D*sersFQUff#l{3g zr|!&jnfGFfEB*v=nUT~88fte7FUcu#HYoF=GD?m*>yv(>pi^XTR*5eF?OINBQG2qS zStXmAVO1wtSzSy&ND}}rnk4C*RQoSeoWq*=NVfBIym3y_^y)}r(NbqoUoBsmmsbFO z$!*p%)2z!x<2zEQ1tq*Xv=$a*>%G zuSk0GwSeYH#gCw9$h{8bm9$rYW8zrrl;%=STD&8lE!qZNd?q?X z!^k+B%VKBTSKR%WgaTo*uUone>@l~ih%~u}uOLV~u^MD(zKNo#TW4YjRnw$I^OGr? zYJzWn;ryy9E?if_E3psp_3pbvDJxP0W{YPu-{=!QieC4-=&ta)<54VG`}!?cUTpBxd{9@y*z>g=2YR zZgu1Q-dcwW6t0P`n2H@cCaOf*T0CQmD&-lZjk#PJNFD4Giis4q|J|G_n4&SdX7QQS zKD|&+R6PeN1P8P8rB_NLF-K5Hw*ALSEcD*!UkR9r) zOjCHo?6&*eeBILD_ZagZ)wm)B&kFKgs;rQGI}M{YYsP$HP?MxcdFXnnV`fdjZEf2o zjwkYMS1y{M*GDL?D)zRdV7cgH@pa8HuKWqWKc0xtB6vROGG27WRI=N61YI*h@CeD$#MwKA7e>lMsO` z^cHK`6!DhvHG3aCw8U9Zw9SyWj!@89gPHmx5;ay62m30wUy{ zwgyvUZ{L8)-DLSaD?1QcsJm0=<-ai7kYwkLl}cGaEsC0f+A~B91qOrWGyaMRW$%faXEmdKfI1BQ5({fjNJ9VYywk zQYh1rIu-Ye(css+z zwbMhsp7D2w%;IxbN>6W=t9?j|vzY;yQ!5lBRlddP(-%ub`VZmOMUCm~f($L*p1FK$ zPYHvKXA}4R3LE&Uwj5E)u^`*}u>ZbJyh`_08bZlw{NMvst0%AnF9e^_^kT##>MP_{ z=3h`(rl6&ua;gPAzJ4MJW8=CARQYdtW_ytF*ix`wb zzrt7?I#9tkp!Jr+$1q)7e|l7uq;8kKeqw+bPY_fcW_=lN`$v+Kc9qEK*_ffp525-{ z|1>{YGgha6C{IjSUh-{`OTjb&dh|sK{N8upo@R*rE|CM^+52(D>)NNamkht5?)#c> zjs#dO-GaRjy2vhbbX=%T`50j@5y|a6#LAjbkHszZH*qxL){Ix;=N?hUaayg+n*xmE zvj$H-onOeZGcS2hI~fIwwC}<(-_dY4bw1UBZ)G4uyk*XJ>^`F8HOA_-7N!_!%Sy$& zsd)$tYJ{lK-``H2T6btE?Nt4&YZ(Rm!bCN?FA*e&hHH5?m#c90)EPl76tPOW@%TMN z1)1|Bix0{F&gc%M2ig0Ol>fpvpQFiNo7kaxQ8nV4;<(FS_Eaa)C|W`-%Wm=ZOk<=$ z?lHqYp8%5(5i*r|e}v2l7Er=xk@z?o(+hj45$TMSAxl{HYyvCV$!yrYYw|wD2yNWJL^$_s|OzUpwxvP0W7lA7HZE zIEtRfm%($vl?R97MBh8hbP&ZF^qnCtp1K#GvX{tqr652T&_s6x+Z>5Vb9Hgd8CbAL z_(5^7r`{G#c;T#u>^jCWf4b0Ph@-kFVW(4>y@7_Ol$g{Pu3S>*8H_8X4C@F;uOqwS z*R>-N-c%PA?DRXP8Meg2o|>d&-eOTPQKmZQ+cw@Gokn|+?U-Y^Xpum1yYL0wv4~It zj`W8G_~V;REYtbK9w$ccHCoYfwLrHb5b~3DnLm+~sDUnyFZ1fax~?M~YX567lK1~7 zv)3h1@BJW}MSU^H6`CN@krkv@iFMTM%JIu-37~4Jdk6S3Dffg!6P=a14uPkMP)c^L zfNVU{x1LM4=q0jUzbC6wS#0xNy2ODcDxXF#oHpbp3j>y&|4F~zA5J9OBKL(I#ZyUB zx9OTeHQdH3Ueh&^Ia_iN54;rC!?Z{_N0Sh>yFk@Cku`Lp#KcjdHlO8}n9 zE;JD&&l}u%8_BB_WGFB@TC_%@g*n(Y>E_9JS#cx!Seiy9IaYB7Eh`$4rRJ! zJ}dynRxW(j0G3>neUOSusFEum%JNRrSEPT{e1N-Gm7&>C6+?=U3d1N9ZFHBj5;bo6 ztQVWXfw7lEuF|mm)tI<5m~^@}Lh3Q%-SSrRrHh@tKJwV?j=COnNmm7LccQ8|#lpGB z9qi7i4q>OW^)kzfm(PjPUa0w->?%<&O7d@Is-(&Cgrq$bOO%cAI4-lz_C98%9U0);;R`*~Po)4#ZRIqr3V?ZHga>_vQ)cJ;n^AqH2jYfr z4{KK?;ff26ovv@K%Qi@&z(1qgjF3Pz^CUkt`gTXyqzx?R;GMfp$^JcPjm+UqH8t7q zX?o#*a)*HHa{5izR!2ONi{PsAj|(Y!8}?b|!wqdW!(B=vHu(8M_e^8+D&!1hdkO}q z)|!z$C{BSFYxhnDxXqQ^$zEVH3i`r3<>EX_4jwX5VIkci<7#-9eIpn4NDmezTsrMK>uyJzKY;m`=T(rDBUPDeQ}D zRo~ZM=8qR8a@i(kQ+a1H^qSVkl2uVDHHQk&)^}aYe|A0O_$Qh@Yqt|~?Vsqp5~THG zX5QGC^W}aEw?z@}9$t8gEyQG+>#ePQwerw1Pj2%9GN7jX+CF}q)^a*;pVp!`nVD|* z5y{l-h36<_4zRVT1-B~7d<1r%>i<{;SN&M zqysP>l$K7^5?m-k`?}2vgceTt+7(W^fZMzNy{)Jvym+Ek$T#T@FatX0pL3?fNDlTS zLizLnTV>q%p2EEP5U|L0`v+<&RDt^+V!dM{R-V~JRQTbMsdsdz014O5xY7oLfbIw4 zTPr8UfI1Oi+v#0V@BKkFF{r~dEstxFW&eGcluoo)o?VHVF`{4{lIj8cJ={fk9sCPm z1vso(99cPfUBnh_#0uhzr6?zr{T-63)0yFNsRN%K_zmU%7&6Ab<>0aF8@)hS>x6}B z>K(Uk@LOYkx)m4=&2t4&u9Paxtrl(T%Cx^=3|8hd?^LUlBktL3S5r!RlK7m z*}UWx?VSLjR8CZ=Dbd{f6>Y`ao)p~ze}X8v^A~ZET^~W0r#Gcw_*R~3@>Lv5SCz-t z!gX*Lp4fIt#tjHl5(jbv0y=#=BBZh?XBbm~H|6PhlmFZz3F^>=7LJ|`X`usTj6B}R zdapyb=IZ<4V9K{je{@JoO1LnuBAUhci=KzLSrlyai{4(YLWzKgD|t;zyEFQnzJ=!n z)>mdFV8X`=AtL_-5vTT=ruBmNm=Yc?LVhW?L(xS%PQdX^D|{QI6DzNIn~pfeD5Y9j zpq?S!v2B|obN<-EvJC5GB;z=+;E=#FV<<=}*@HR+fT$tQ_kyjCJM(z%LH{b{m)M<+ zD>HrTLrt-s6Xgf}k$)Vu)8x9uaw3-DRaSnYisF#_>|uDe%PyBW@=Qnoa${c#!2`6Vpf1RK$023~yM5 z<5adu>+G$W1}`~KQ17lRC^2xJZxMx0eSX(`NgJr#=SdV+eD5dGAv3{eJ-efV#rIj! zz3MED-#*?3U%1=meQbVGXhm3c*+vIOFZ)c_|D?C}g(D$2;JbinG?dTT!H?F@)#bX*Gg>Ap1LNKEU$3WD&Vho5-yXMiW(%J z@B1yJLlN&F)QILQ+HG?~Hif|cCAw6^U|$NC`L}J(!gKwhp-`5gcI#D#=V5aiuqTQK9csWl8LYYxmY`d^8L&HVK`$m$VfG$MSE=C!|LRP1VR&;qi z$@}Y3w7_7SYF6M8&(O$8Z?2gMQK_b&UCZ$wH+y)Ejav!W-jEJM*nlm)8u>9pcCIk8 zF{|tOjJw>oLCS5{`f-_y-seTxzd2J(UF#>HMyg3VI9mbA93PN$4Y+d{p<TaCmFt3Cg*Y|Ht@GHf6-^b5B%&d}`_egDz4U)Lw4jr)3lS|oF= z6DzpOw7SvuQYTr+W{r2|=_0E!5@Ul=M9*h-kj?96?d6!Yf*UABpLm@P1*sC3UyB7b1Ij?%L-V>76GwPrf?V2uKLvVcyCu&j#e zo~gCvBA?W*ifXE&h+qwx&k$+lCi3ZVrob{59xupoUgW$~Iu?n@yy?I~y?omXtzqVO3dncBoQ#n0%Q<7~{i%}XTb z&5&--R<4k1=*u6NDyr2bepefDWQuZYzBFq4-LpHTDeee%hKifGA*Aa zV1!bOn4ICOMBbsd-wVE-%E@EPF@MW6oX{N#xIwg;tXObJ{(}2rxw9p7aYu2Wi6Zc- zfZy~Zsm2v|$Cz=V1I?(|A1^Rj&}X`#KcV?nY5epTrs4OtOYiyE$vo={9vFD*-o+rN~=))?|9&h9f6|b&+@x8eCf@;Bn+`fvWM6LqD zVaeAN5sQ7Xtk+cFRO0Nn(U@*OQI)1BUyFMCVwYo~t|EDY+U-m$904Z8>@?U_pLv7-a2;yYT_330HK zO5+AwY@JDPxmTQ#E4QlxG7X(2R`9{LRvycTb#A<{b?r&KQ31muqTCpw%=s3K#A*EnaK_Hr4@;?^sGEM z0Fb~1d=}S_dUTe#@IaPEiJX7h$GZv0Jf!RUar(Ycq0A{4Up$seWke~+FGkVSoAmBT ze7NB&w|G;IS~hqVLfe*vKDZRhY5}Jlg}f(Ra8&;%5NBYW}@(qYf7ukX%I zxx?sVzI`h|QYepNJ7iIAgn#c@65}!t)tKJ1&8kCBmeCaeHN)pq7v%W(POD_2?C(m< zMxC9kg?0+2*LFkPYPu}{1AQw|xMJLuIE7Mxc8byz`n|`GS{hM{tJEUiR^bD#yy(!j z&1PXv)eAS`_3XM^u=^aJAe66ogsWIH%G@%v`AN~?0dx~3ou$TcL0%6C36gND&aqyG zHoY^gj`Iltdc%2c{~^!B7XHx)Z`rf|HyjtfF!f;e|%{QV6Wl2gQ4svz z2W;m3`ThQT?sM)v=iCRl&%LknItM3Hc|7DCmAN^kgZ=&*xk#Fk1<8}sb|Xt7$JoUq zP6cv9jeL~soc(Pj+TD2gfRilIFj4m8u>8}+PCQEgg)*BQU+SlB<37tnX)m&H5z&st zF$7D>sa34In&1~J(|n`!2fN(N{rc(ZRL=3Pkdfm93ya@4&Y#f@(1F2T^OF`1SzjmV zKr?0Io>NB5`pHzLdyR&kRe$(RWm>tSx1wX`f(WKprdfm58lwJcr1Vhu&HTV5MJcvJ-%sNxevD+%3(luF$9Euag1zx{At=FZc zMHJYJ_eTrQN{iCX&I(1bhip6Pl9(6{7kuP*E9$FCZ}i{(q@@-Wfe7~=>Db07j`3`f zF$btg!0naDg{r6bsz6a=D#(8Z^`Kv3;*W^s>JmwCb}ry2{BJX_x%2-tlm2hhjXh%( z9&j7PF)v9#F_DxI?m-oI**v$`R38ufRSeGe1Maf-Wy}~3rABtcr0H~Y$iKbyDfG-c z74PX0zRHo{^xeYVP0>vPTmndwKJ|ZP_TNI}m}xD4 zSXjt?jMS^CRvp%vjgoqW?aAm%YXFuH2orDDG17W&0CGZMqj8`R07HRKEt6SveAW7u z`?cn#(EDogPeNb~^=7>0%B9W77~4>TSu8cTjx9(v#{38lxlij1U~nM%yy^2jBq;7r?7lZj40X{;i%R{Wz&C z7|T!q25BR`B+(eQ`(916lo}_8;jf$!a8Q5#gm^N7G&QHq<`p-l!$Gl#xvMRw30jtu z00l_p1*Hr9iTu}UX0Jnzml(}$Ch6X2bL$0oeRCJNBmAZugM0DXX(!RZsR-Q) zdXuQfn>gkeZjVu!Gr$0FFNplxkdmOVZmhK#ca>Q8e6-vUYeZzcj~NtT6h|0%4ZUNB zI|O<-pL%4Su-&4Sv06){L)c8@dy8}ojH7@bWRaEAMqbM}xY&x&h{$(_dfZgz-wg!fa}23t#2Ncz;|bg^vQafmIJT!eI0+xHmT`YKE5wu#s6u(@ zCkq0oO<@@w%(gqDZ92@ady-X6FK`WrRJ|Rl4~02}! zX-sG1k-p?tHMx(eziGX48w1vX_(Jn8W#Uh5=wx0&Yu^nJFHQ@~h^fXb-|s_xm@aNuFl&ZxYEj>&#b zM&XSg&~n%VLW>3Vg*CcO!QiKQg-WxMH&z1_a%U}LwW{9|tJ(FPMi;xV?}=D?XkT8XCFD${ed z`{HS8Ms|~u{`QsWstGXLT67K;nWpDjT~J-J*Hw0+tf6bSLdW>aU9^%f*S?wHpW`g{ zaL+CDz46V&sC+6oI9*ZFU!LA^X$^vrC0-r?;Na`N(M*AL`zDP? z2CuI6&7n01ZSbOf)q3R_ofz$q6k>(XE{59f{pP__o21t{oV^=TinWRHnE5-`mj?E;>*l7^-4;a*Y_-;>CKLuFw0N8+GrS& zH!U@2mcN+Vy)JlzZ^>HVhD9YQjJn^HGoY}5%&E^Fq3K0-|B{#JjLHdOu|rsW05^J~ z->Ul$dmtX6r+2%130;6Q0XB?V>5!;{t#lBrj$5Hp-xD&?EE$h}FN4P5@ouRda{L%yiJTP?avdxNfJs#JSk){^}ac%a9Kc za)fPy$)z`W>O}J@hszlYms3Zo55Y!q81H4a^!h6dcBbS>JUV~+SA;eHU6`#J`BdBO zowRsaO1Z3MX1`P{BB$01pMCwLaT^xkH5H%YB?9N;koP(oT9RsB_)fQao}mq{l60j^ zT)tpIk~yz6@+TvY;#P7r*I3S7Hsq+3B~$&9jMo_s_ZL{BlWYbg>Ula7HYhKl;Ss2k z`?5$PkUkQ%q5!pFqDJ~Rxbsn|Y_zR%o97v>p-JbB{DhQbmV#faLJ8LDGdBwZ5Cj&Q1k!eVUDLp zdR?n-dW+}P3s(1Nz`?wM1mR4!5PP1-M%QeZr z3m;H{F=Q=Kl!@a56#T}$imEqtb64Gdhktv*^vF$J`@$lbsJ2tS1iMYGAhf*Q{k3Ta z)_LnHJAY#L3rE$5&jW)%{Bf>uqF)dRooBGdb`^_@*PWSmCLBg z;0+u55Av{ypw!ihkP>L0*z;?rGx&9T8tzEeEt4`MSP$6L z?qi$`0mJ}ehsRLonc98LU2pU}MmTyf5ldyExIlTjWaY4%KajaZX7#npA-QvRq^Wx+I(wl^6)d3ny3W?-(q{X?1^ z^EtIb{_My_+xn}m<$)@^yva?Pv5%Q?%Rtz+7R0Nl2d7#O zgvxqtZ|w{80b$ZWZ?3tXKX4b_;n9ZimcsHb2giDfb(LRv1if+w^>$$Y%2;rp0($^a zw=Z)#?*StU@&oH0-dwU`RZcQ4I7T-q`l+SMv5^Gc-`g__=~+sn(+RME!m|j$IuN~; zHU`z9AtOZQ8<;1DW#0zOPuZbCt$}C;3MHy>?0GG&_ z_G(8rW@Xm>&PH&Wdxmms8=<0Qec*4UU0JTqnxDt(it&#KJDc;=OEp zUFKov5dhyEo)}3C5r;uYyJ;i=*2VwAOsKu_f^}A5sLYS=YRa$Hqh86t52@uV6Vk1; zd20WZ8&&V7pgWu1!5DKvbLMzlAv0Th55QVO^?7^AJ)v!cFnH6SjI`lc`>>|mF8k$_njaJ=iIqYVluyioY^yR z8;O!Nhw~vFk1lAGbznY-y8fo9dFsgJ>h%wbHi)I}b7A(IfrZ>MBjnwVN&C1a{LzI1 zgKEJKbA0|)a|W$ceL3!KN#LCnR0VZ+mCF=3@UaKe z?ji(tb>B1=1M23^POOx1L(^h4srD7~GJf2$wMg?-WY}sWKqB?oaJB)Ka3{ovLQWPo z$PS@i4DYuDj9AD*Jf&*8Z>=?D5!PvCr{dze;Y}kTxl(uEfyEth$uOM!-Y}=+e@ou# zB1EC(%f3HM9%=SQFvdwz@u(vcEZ%3_CrDM8f=NSD|2>=N&uM`N<}lvqM>19n;R#5@ za~MXD_qb%_BZ6IcTXavy#dG(Du2@H??qT%F+|Iv_PgCS1yCg!4SM=IFrW5qDX*^kw zNGdOjIu}7(Y_`_{GptVH-78Awlv`!KKx=_1e!F70f8xh{!&2<{nFw07R17MkWl`;w zQTzyJaJ(I`Ur!v$JYZVuH_=m-=C@9k*tW?FZ{D~RdoZVV^1X-LrB;$Iv(z82#ry^v zg1Md~>3vL~8%sW538vnzp76`LW*e=p7jge&JTnMvp0I-*i?*(Js!I4%^RHM&GU*Xm zm^y0;Y{xJ!r6`4aOuoeoDfJo)g5oFy(7=KQuWI=7(gF2j!#&Uzyu_5qCNymfvEc$_ z$i)3Rj_ur3l?}*zghIQ9MIOsYi8T&k<6)*urTE>mi8J7YhQ1OY+yvjl8belA>r^L5 zFn0h+6p#$9^1LqG2zMD~fgyrrQ|20lsI;<5fR0%f)GZph-U%rK$A}s0SPE;mNvmxE z^+xPDW*XA0PWJrtF~L#=R(+wCzh#+GO1nK@Q()eV^P;i68;Ih4kGP z?VW_kvb!@GcujPAFTBL7(~$^VucY{;EEEt!3d;kIO4a&&nJX`BJs$l%B%f9KYki@e z4)*J?uSh+%&qH!z`)NXM$OY#e$jMN;2e6h&bwiOu*Ai&qhBDEPWgBUe3k(Qxa0nzi zL)K559%{Nc@FW_zSJ?Q^7n*V!k{bihUQ4h!tp;m+3e4T*;~p>0+fto)k|OI*JUCO1 zPyCi}Z?I90W!HHPGRq$U5yk(ex)U@zgCM{*KS0P#HyaVDf2BL&0?dUpI>pL#LE7Kp z3v6HBhWn|RZJ5|zplhUovO!wvr4zYh7=d& z`0dq0h4=d}qahD;q@mNL-Vku}-D|PU2x(vwyz847w&sGXP^X7ai03*9Iq7l&6UM&e zRRDwl1^}z`G$uLe7sV{UZx?(Ar-l4LL6p0mk)QCiMH}w=@-a?_X4q)L{O<;2FgvHq zPpVxSAoB6=@&tR54SwrtbdclcAAOo(9{{a~k~Xv>I6SCL*w#BBPzFIhQOf~QYOlte z|GnLVHnnZl@*;~_fD^W&Tb1^25``=iSomipn@=NVIq?l(dE0to2?LWF4;?Mt|Q>so-d&ej#w%!nfyV(0PRtjpg+>lM)`n236`MS!##Z+!^M#*% z!+mbRpRN5@(V6Ag{}lPINk3Qs5ZPC(P(1iW1&!{9(BTyqgdl5J!++yX=Zy&G69U0f zwlWtZf*trC{MQ0O1iP(2=VJGY{Q|5zD~gcJ@X!kn&>zylVJ7yhN%c{|B0a9BxNYxOkwUZbTxr}i&LQ5xM zIY-Z)VG`XdJeAbq{7x_=MV}k&dB3%F@ElB5c*A5gVkWhp`d75S_ZK5p5@yb#{nXdu zKhf#xA+k4@lj_|ILNy}VpVkR*Gdn6uj(pM5mviB3+vBPk)VgprZJ(F4j+-g`&^E{D zMP&2xpf4RKNI0o{%7-2Do4IN$N7^2lOO%iPygd4SF)d(=W^K_OzF^RDSIJ`=cfE#r z--;!$L5o~;>Sq=+F=}YX!o|s8Ea7v6PwX(Y+{@5wVYhVFJX`W!;+DBbY1FN2FYoy} z`X(hB{Yx|9!I1A5?vIxT-zKdKmSoYx7dNCD{lV@lj?1}ool)b=)}G~^s9U~lT22^P zH@W#BF>iiZUVrT4;dEn$hT^Y;reOXpRf~)a8P^Aqmf1A}xce?8KUA;nK!hNgsC~lQ zy{ya#N6t5+#-m*00izVI_I-SLcRTJ?;G}>1iJJcJM;_K}vn#}T%9`c2M@$VUsnhX3 zEDUENy1V_eelFt0e7ZA!%gIIWf!ZB>IS%Vc{+_6E-vOcEj_(c_`tYLQ$g<-p&OGn@ z1)DIxLtnmq6vU#c8@h~&b1hwK;NORuDaDbG4Z%WYlsQbAY|T}y+x z^|>JYz@+W;Kcq?TdeR@1{N8h$a!}LA_#Xgmot_E)ZoKIxtEpy0#^lPx2J(xkh=yIY z`h4X9RxB#nO1|*01dXF}_|O-u?0M(%jLMB~axNT-u`%Daa16jt;j1d%f3lHT!>U5w z@5-sp8A82-DY-nLrwbC7ITYPjJDE}A&F8X(LGg&Poe8HGeTNDL^uDCC zr_(352h3>nV&PS6z4_kL_7^HO5U=jS(uUx|#A*G4*0zR?wS#|NsrBaDBTzm`EKl7^ z88;mEJlm&bVs~|}&4>;q=G)I_cuJP7Wc*#9w}n+qe$ao=7ypBPQZUr#+lRAhO&jPt z#q?>B(b79;J*`A}J$A3B?zBo3ioe9tp{Cm}#mes|AKetWw0{cYUb`-~j#p)a3-mBV zRyNiue9)WBgowOB(%dx|nQSFD!)yV5! ziImWFH5^$ZLTm*f?|r*HIu{bSMm!b0NP`5pytKs{vjtTSzcMvWyV(GR(jqyL!{_B2G2zq9+L?rud&> zdDNHhND~9+IrK+XGJF&L5mt8#rK10At#r6B;;ZePhjp%_+N*W1!X4*#2G>fv)?`>C zRR}irqaS(AIL%*|Om_Mvg$=aW|E$w>2u;I6PHp^O` zh4UC{WN%nY2;e|8tevFMbZ)i&eF{Ut_g*?DZowrtF3Ml|cczox{vt)E_UQwsd#37Xp05zH#~a0=ns{}e>~HO=;s5>HoDKEQ;v7pW_PhuXl|P>D{c z#DtxR1;`Vt%4=sUK*k3m&jE@!hGOre$Nq5LNBYEiXfhdNK~E^*8UacRhH8ovzS`aZ z;MYkXBrXO;^7NDB{Cnt^X1NNAqTzUW7 z4&e(S4rpBX1fS0b?9HJrSUQ@NhwxwFb^;yGm`7}OYFCtW(WNy!V7Ow`Lv?)8Y3%@c|hz5os>d+ zlkvZUxXTfj#Qw7f5~D*`7_DWK2~$@-#zM^6#mdw+*~c8&QO^;^z++yR7W#Y-`q9b* z?rS}3OFf$b^~l?fL*2|GAXk~!nI$56Y&Gwgo#zrz0DY1k zdR%ba0wiFO2+ZQpxb8=27Sm&_5B;e7G{9SRn;{ z{uAU|^m|FOh#g2nZ`qQW8(Q+gr#hz+>XwHH3)mj`Z9Qd~q}*#0Bk! z6>E95>SE=v$o|_-XWEYW`#kwh8IWJE@dl@Ga4jRPCKj0+1b9{$s~w*Q9bR$*=WGLi z7a;vNi3VMW!YMq;1njVXyRpMY2S0w{l-{`kH?EGG3-C1+3k#ky`d|F(PDVySXVbra zA7^k6VaIdsBXbL$;s&-5Fg{}C_QrzJOmy?SJLEV?eU9H7=_I6T9gQ#3LSo#gl=J~!Jd-?iK^*qX%R=$`-pONSsDA5CrDSRtw*791< zM2ocwTUv6f1sEk2xIrEm(A{({MRkjeDzCx7V}FimiL;L)0y`qr{x*a!SKtin_oX_d zox?a_paOkDl2(0z2$ZT$sY&`rbh*Y)oCOdN;x{{0H$X__B z2v+^XzDl?m_*b5lZVk8L&yMR;xQ|08rA`=Kh445T1He`kH-znWQ~CM_1TPk+bR9Yj zBMc$QIin&E?X;H7m%Zz&q_YWIN%99Pn0cAr7l(`|lwNW^PM2O*2nEDQxfi%|t$Jl+ zmsXY0o^?R2w>_UdyoTyJweT~$I0-IOCWRp)Tjz{)Tl=TmLlZN-U(b9VQ({Pdq$YY@ zWs!IF$jJ)6sXh6}N_E0>rzz$E?{4-EK_8Ed0mRLU$SzAMqNW_BjT2ky9JnT%AnUHM z+iRK%2%3=oYe!r2xPidSG2n8ud&I|VYj*L5T>ayMhOV6S7Uz(=cZp)B`=-L&tII?d zuFoYnWjr2?mcRT8@sd!5<@J+^iU$1>1&eZa88+-q~ZK&+;VG@i}jvAv^;c>BILW}S0V0zcTN&*%B%65CYB4WLnH}U+>81>fw7?WO` z|FhqaR7GRreqrvs}wl5rr{9sqcw`QIFT+s`NaW$7L&*60~ZEQxd| z>>0u=Jo?;W=Rp2cV2$O?qEfn>J4lj(_$gqmRJaA!JFRw6U6QY0gW4~_yR|56d&=Gg zd`%#pCU~GRVDpCpuaET67X+836N3|%Z6NZRdnfG6QNOhKr}dyEdW{X1s_`M z47^8v07A?zc%=)a$J;>6$|)HKnueB30JVnsay1cJkVQsz)UCbTIX$X8T;3!uc=8)p z_lhXX>wWmL`>j36q<+(btvX$4Ti<4$fGEO^6nq{d>z!r;(06rbh%>pM(GPHGyS0Ke zVzbDb%IAAp>`Vi9Hm#jVH?#KApILmwww2~ZYYnZrIseka)gGfe@#9h9_U)pt4f>C0 z1ZZl|ZwCQDrc&jLnyF#NY~WBU^z{g`fA5SBH5kox6Mb7&nu72deT~`u;qz%?sh8IR z^eL{4_5UiI0oy>*;(iZQu9w+*(sGjipC|;xH0zCEJ*Wpir1?M(*U}i4hO~uV_l?>Q0J|h!QTeZat zi^IcH!pSrew|E1zKs2P0sC^xG(=sgc^mTaVT9ffF*rsL7PCV}6Nnz?-#mDKzqeQ}9 z67r;892f$v0DDt7$3IP81{85<6?te|nCZ*iEn2{u^Q04q`a1n&bua{_Z}_CTLTqI2 z2?a2RRz{q3oT<{Uh+J7eDmyHL@>@d0Yu=lkSU;NHgO&BLvV#G2hv5uwa9n9ASt6bLZU;Yc?PubR2NI6~G zL-z!03-(o1pxisBe89Ss3-BIzS^yFOdZ0xI6DB#S_fI@W=K?!#t~!|rhP(y>ewlq5 zf3MlkF@k5cniEnGUr-7_`3568d6U18b3nNgkA2igDWIV4(i#BXXQa#Z1O`NP>p>*3 zv>(73m@UY`wD8DGnt>XXGSTBN`J~ZBjZ@2vDn6(VOKl&vCl|#IM-N7VX#d3l`G||jMH?8Gs@Fs!?-rFjxeqc2 zU`wTwhAaBGjbgZZ=rt6N~Nmuo)x>T59Pod7Mp=fY&^cK5tUdXUK94yuiJvzjT( zWCn6!_0*=@c<=861zf0W21$#7z12~10g}1Tv3=HPeEp0a1M_Oe?|~7DV|sC`@`KL8 zQ>gt*Qx9L-3*3fKc3wN1!UJ}1tB2}wf%jf_*@fn&R6xrFFGTez{aWlfqs97;_G0J- zhkK553?Szsn8h3BY&qmza0K9y0zs}%#c|U!D>=wG1?O#|%V8M}FF44A2MiggPi(b0 zSq7?d!}wv#2^Js|_a>9V)IdImt=hTDq_h;!0Lj%LPXg@LkBo;kR~sfn867MlJ-!a4 zWG7!4Zk#L=&YLrjNHYtheSwB(CuxR(-77%uh3=+s%^U@pIYs;2LAn#~B$Ry=<1`%It)62!akeYDvp*_CK~>_@(LJCfrZUJr1 zD>$Y_aC@?mcN0s}T|`)WtHtMOTTQGX|3G zxSWBv;hTv)Z-)LINMagQ7GJsrtdg}t6^IovElO&khU57b8x^Htq9!6k_zn7n@L}EF zTi@>ZT3YsV$pYf{h8s@r^g3_{vEZ%H1AM-_>5}qa_gcZvU1WE!>9vxzA#SEJOQq5x zr-LasQn~SKYNzYLSPw&7&;(}n-g=PtNm{oP9Dw5-nTcaSkGH{2C}c43=TG#gHk&W8DcO{p*vPn=XO}1T?!) z{z%j6IkOScs-2{znXlE%ZK{tP>4MRF^I^nWg{*>_A z*6neHc_?}DrOGOJYN*1q^bqiptdMkZZGI~MdyMEdfFRys{?>$UyB-rDvpkNWz}Q_; zpYE*UUh@&T)!WU#GgwbV)ONY;0*h2or^a*fbuN9r$+8f0s5lsOIW>X3 zl_(8;a1!bdLlulQYP-BQDq4_(){4Zg0%VW18o0MB5-cNVuTVu%hx&qC&(j!jm#rLR z=_?eZfn5Lkk|`ICf$Tx)kLMwZC2#{gWYo}Vk%_#-v*^q>V$)zLQU_QM?9|P^a(4Y|fS$mLT12+7T-}@r?a^x(P5oQ9# zatOqydq^!P{De9VIiA-C@at=al?Ea)$cOX153-y3MiG$iA8<0H3vHeBh32*d3m9et z%cU9iDyTC_KiK9TD1bXdoz*1*;YNgj*oFTqE`Y?2VPSYc)m_}r|4D&r!#$!LtZmx~h@6%K`rOX9;6#*EpqESpet{!V*f-GKL1qr*Nmbwp zRB-AkPy(6K*rTz=_T=m>tKE-$gd7u=O7n0-{S69;gAw=QhIj68m*Dor@RNp@-Bm2J zgIE!Qo!rvAu3TSoqTwDh!6}4kD((8op&7&8Pjv_#1S+n%Qy8G#nm}A?uDSzC6|tgm zt7DtVct8LTJ0Hu-b-}0E^d;xmXY_w{0ZHm8K)iOiMHJ>);VwXN<$Z*NK$iV6sIWyKFgifCH)_Os*m2j&&6RzC z*$8B%gK0`c+MqCTV5=yxUNC-bK7lB_Th$Bd2;`4W+z*MBg{m=4oz8Gntok$Q*%e7(_3ZA_{9@BL##JpW#3suim$4 zyhxS7dcz56JYu%u9WWtprA`&iL-?BVPIj49%dL1%K0nRLKGnw11%&}3Ludq6IvHle z0Xm0f0yE9Nz(}BWq-C@2atoRjDI{CsgX~e@xnEiQwpkaddT`U=a)zNi$BYb%!^B!3 ztiyb%fiFST22j0;z-lAIK-9p)MpwVUMzV+b&myNepfQ71aq7GC2yTpg(Fde*`qv0q8&d-jtAAwhHfCk z1fNnjjnyPj((JUKQZpP6kT0!9tFX)n)iY)YKp6&uPa6a%TwUuc(BCs7xCz zkjw8r*GE&h=QjmnncU}82eVoCh91-tP$J+kZ%R}C9#jb`2?GQX&tSX%U|b%)gRDe8 zgYf}`6QaPI3S56Lek)qV*Mw00>Q6-Mfn*YIZga|R|A*e=g8j+5xt4|QvU@Uh;JGf8 ziOxE_$+xwc)Q!M1Ut@y(VMf&p_2XRUCr(!>r?pr;gg1&x5HL5M z&Uo0S^HAOl6d+*!bvgsQ?OhF}DB}+)<5k$Xed>_=?+p&1tyC>-ugW$-xqysbhm6g8 zG%jey4&`kNs=jcY+ac`^7;{6t{%soVHlD-3hMb_9pS08Cc&Nt!%YpZqD*#lMv>C#xMjj&M=%z6W@@ z^KY&3&f5?XpCSikvl<`W1O;#dru}kZBfDLMFOKlTJfa;viEyTS-svNYhFfe0D(eSjUz3Z^P<6z2Yh5lU&DS!M zjmEF~NcEu_aGjuF?Kma(7~Xjk=shwhTip2QIetY03evzHlr3$%g?+x;eP?G$W4_Bt zYU+K<#w{PI<-IeF#3XhhZ7|Jk^Ao{JK_D?6%f-6UrRA`64xvX7K7vVaSRD zsLKRoER3yW*xB|a41an>!2y);MRbMNKk{4V??kW63bB6^=+}7*1Kd$>fc+gi2~m0P$#RROA$2mSE(9kqeMjWIaT7rR=SKtBpxMt0)3($I1qIaa zQWMYaUZuH>k(OC<JFDy4%1x@&xv&&E|hWDHuegm}A zr+}NNTC{Ra_0i|+)>o~DrHSaMMk&q?pWs@6^Ld3jnVY=jUnZwgznbc=VxDQarB18G zKVtsr{6QJUzIOnF?+CXEwG4ce^b4wcq_++8GORLYcC*uU5f_zDC04!A5c5*8>&!yd zslAam)1p5f&Q%!Q_YRaAlVaPC%Lfw0UQm6)0ynH&TNX1p2V2*H999v-)pnJ7tA$=Y z1F&7Eq^suvy_U~P7x`V?3fu!lhu7Zl?o;vyq*D}a68*tM;h27-1b6Lu0w6&@$$kWK1h}${VZ}4xRKo2w&;mfyhwrRSSrFU5 zutfgDz1v8u-DSad2a>%zK&`HxydmjcLwhj;%?H6lURVpwVAG(;DFg0-RH%y964Y`( zR+rqZby{J-6jPP1HGgS0ziZzU!(8w43c)t^fXl4~fN#mr>Gb9Oppc$$#~5jRvplNZ zi?yWvOpQpp@r?QkVBN-r)%T0k6t{l)Pa2$r`rpy+F|ECie)eV4k1#5q_aAY+1%7VT z^QGP|^^YBfh@_j5_0uI7btzs!PbSVwb3`X_UD6kBe1Oy5kEA^!C?|X(WgAKikM&^R9)O!|6ys2!eoX~6PmK2P zpNGmG6oY1jP=~r+X|V%CncLC5&A%hiRx&biz}zsCK)nJ1NC93GgO4XV;{ku(2|aFfvSkb z^T(F1_0@)-=SCt5CUi|_j21~Ig>t85#dWjzNpTZVz~@hp&)mm9%bLE4Sj?IkyW8RE z2PLuAygB^ARdl!zw3r22z)(F@L@H*81vf%p!~1np<9SJCEWX9i7V_Ik=5c`%p|+FX zsz8S7vx3+qQ04OnaJu7vxA%#VCL5TdS3EEfJzqcyi8VKDd?#q3hFHuO@9gq+#^>T< z>#8QJ$LGXb{I1%nwq?hO8t^2ydqU@`FBQjDjy#Yq6l~;~|6n@*qtBVis&gl`pt57o zv@uaoJ+W*duQ}IiSPCjZrZQKcJp?3WQHYrd-M>zD<2)aM4Sp8$?b+qoWmRt&3V*0k zGq4k8bzV0g?>uP9nE#b}FonLER7%IY|LE-|5LNNK4^EQf4-oAY;piSA5vSVpS<`}R zu1QEOQ&E`nGB)iPxd?t0b~~O?%?LPzRKY$_J~(g#NE1JmD4A0UHP(Sff&7~8EN#Xh zc)kB6{NaAaFaqQdu5V`&E!RsdZvbUZ-x$|!biGa)z^ddroo0@%gKK%@BT0*=jM6fS zBXM#~7rS-*C;1;*%fTBS$t!mHE=x$4uZzUNn?9!%@+AQ^aP%cqZuQzwrYmLi@z|ER z``Rc_&Ok-=7$FWRaM??eXu7mRmUBNCro|k`zW{jiu!U<>8!5-qVaxvfmKdJqu6l-f zw-U46eA1JMTi^6Lt9un%cB1hvx1-anmxzdPR4x8KW3Kdlo^_*i(9DsIhc*wDL3)TIJeAReR zOA9grk_BgHACv1^RmDmj*a|5{v1CLRs}jN-@oNU0)ugm((uptxc7+vcUd(T22Ljej~)TFcVF3CN@PYJWLaEf=XQ8A{= zwH-+?A=QrUtBo*W+CpH?RRSkS9`zz=Nw^_B1S)ew!<6&!@eZ4{kqY4u7F36In$D5P#I7eP+x70^mB&HKw?#I zE9qgNKe0aye97K}WWY&Y_t|L!bsb-jiWM<7`HyY`J%R-d&!03~Q!?3fk)spD&U;VG zc>GhVwpq!DSnJfN7xjdzt6}WzsjNvQvyy=(@UMY;XhyaPocQgE~{Wq&6I~9z>5brscZj6@j;)o{CGKlGAy8yku$_ zI8cnH^q!qoRlhcT6N$)N=(pGjcgRqu>+fVsHd(0?4&GbT^$Lvja$N8^PZho>yDWKc zw-fdcb+stV&=wG*(eKHGA~bV}ElLRW|GAdRvotn^<55{Tn znoH_gMoYTlKG{hXtmF6nO6!Me1W0lq6+vJa83}7V<69oSSydZ7tzcnF z81`RWZF;pN10w`E#9|T3yT7YEGZG(oG&UZH_nQ9Kb+0KmrB!D|g-G3}E3%4^5BODK z=RjjD_18(O2hbwaZYNqu`(<0#LaUb* zh=E`HeZ(Tee>qjDb`OEMY;@fyn{W#2Az#T`Ut!joh5H?KJQ{yvBGT@pZ1asezQaaWXEPsca?s&@XY`}ar2p|-Ke|32{gEj<^y5J-DBNub7xd%aP=bFPg=2z4XQGXzC zYwybhfdx>fAvLKu%>^uZoWr1C<%zUse6x(r3%F<-`OSok=QgL~7jbS>;q%NvyiqaV z@SRQUuOPU0Kf@nHl&(ElevJABdg7136F(Og^a1~~5o-DEaN{q~x93Hsh={PR)*ru= zmTJt{VK@r1;;Yj&a&;xZUqt4V;ADOiYp(8y(7@zrVKEL1KoBNB~EE9g;KD~L}g2ox4l@s4Y zJ`!N-04-V?sUz z7uVXyE+#m1p^8In;;!05C=wrI+3lVT z4`hs}lEWd?3*#Mk2jLCjOFJ6Co;6tu4q&W;4Vw|4Y(H!VN+f|2QsY((benSj7~T!i zFtE#%Vi$JO4*CzMnf@0x_}kPIr2r@jG&D`+&L{VX|4AzK7=8c(-nhp2+|by@gyrkN zy-F?c7f{v!Wc%w*JbOkSr2^&63$XWLY7x(K+#cqhjol*2ESfR3uSVIe~us7sOfMLDa3>ZW=oL%@Tw zdDwKtOJ>Ku7VsZUa(fz2ttUM82J`URZCW{#jgY?&_5MVSr(7=sv#8!kwAb!VKKBU1 zyTIQZkSdhH<3TiBq1k)4J#uShB|mTSv(&!>y0*cHI9j!80t9)rl;0X?+){tV9@96; zw(~R0?4{&&!-U=~=o%t=J&b7I=m+8xuN^j`uDiTqQ)-tLDbHf5hEDh(xkgZ$#-)0< zxFE9J+~QzI`8s?&4LWit<=Hfd3oFm2&5jLz*aGx``ZDQf4>zvdu9_bklprT_(5-i; zZ*m@5o@9ys5Tl&aQ7$c3;^|B6t9a`t4l+!wN9buo<(4Vn6tbZNheu3+lL`V?I)hTv z!Q4bhh~f#c7g=`^GoUmve1TrO+^)2mb__75L>{p&s@@Zy!YT?sd>&j6DnRRi(1%7( zs*Bh{E8LXno&lQ{S-8o`u@s#_rlhf_ub-OZ(!=CDK$V_giVML@9Xc~1o?w*Gy&dIp zct0CzQ6q3_5=3o8MVh(Q@H9Rs8VyEF1jQXpVTuk?4(XcRp9eRt*u~`0KEM(}V{@Ao zY&^X6bTGG|qs+ z2G;qAHu}@cU?X_G`VmQg87*-9G~q3mJ|S;mkk6eCH*FqN_|$-XNx6f@cPu?)sO7!0Q2J@<^B z=lj0D-+%Wx*Lv=m`<(N+uCpu}fCG;QIins+0-%ub45|!A>JY$K$T?QA=&l{Kh^Ie2Y8us%WFR_KQ?E){PE65By?F; zZo{(%4X~s{ra77bB9q_>n3a#K(hy-R#C`u&>{VYv&2JFD^k=-BX23Twj7&F%B-dOi z?7M2|0~BSap>|Evxw6jt!I`IO1ddV=5(Q_b-nOeZ@YJyeN?9KtWQ|Cy-sh zQa~=9QLFqT5O}eurfIx4(&&kTD&wnra^UR^hTERHSl6g*Fp~<@Q`-OnZ*!Da8WaNSb&B#sx9x%=C zTD z|49j9nkyDKCLm0$q+sm`_7Tm!RtP-HJ&BrBW*Yyh9?m(lS~<{p?ll-Q=iyI0Zz%6| znR}gZ5}a<}tY0vOC#ewgE?7ZLi{^dsaC}(yXei|Jy`Qk|pGN2J*QC~D&zTHZ|IB-W z!A;x)SH*RN9&cAoz`j$Vd(6F-5lDGtZK1nnfm_(69++I85T`|dbPKFPyUuz+8Kmut z4Da@|!HsdAZjNUhA&Sf1Zv3Xy-JG1_54&KTi=WYo|x{mVGD7r;@A7_O1&7 zdEY;dqz zU9%Q*dG4NOCRL{`u_-=^sp( ztC9wYLV93>1}>6pcjn(H!dU&Vxr@;}0)1m(majgPd>&KZnX@GfOm=!(%;%PB@IM{F zs=m=^dcQ2a$!j~!k=YXW6Wj*f%CQ8@W>>75s@{FbwWOSc z-ZzycZ>=+WX29m^iN~Fm23! zTgcQqnS_o7x89Zcl5vl$XPiP4BAvRcLVhxQ_7l!9R4*s*3%plOOQ(qi4J?O(wf8V( z9ZeG00Qqr3OnWUXH?2EA@_Qt6!rUwQait2jd~NFO5%mBP6?Lwvu=gmu9jwA&Bel}a^G%kQZ-gfXzT#7A`KD~{D?(@hM$O3a7W9Rs5TYic zACSq!bBMsg*=4=y?&S+%x2YUtz+WqIgXBjI_U>!#xIDG7X7-NhclZqJRGq(<#BE&} z^lR}P8y%d>*~~l_ewcOW{)af9XUUd(^g_aTD$FDB*}jxyl_M8%?`mdm-xJ{-`gAmD zWGmUpnW<7ASba?NK_V<1#Sa4&0{Y-?>JNEyC@BLtFOCA1t5gOh&ZeWhep`d!k08{c4bW zEX2oJU;muK3&icG7lZAN2bW4z9Xrt|&l8G0xM;N0SxWdO#VvkV(Y#0zFkcrGWQqKC z*sq{F_{vdwG1yW5U;s zAzDqRhGtvWjp^@}iT9RMdvSR&vV(Rlrm~LuXk8)RZcVUIQ{lyB*ZQ-Tgm<}#l}xU` z5gjtA(SCNm9DNZTyo&XeZh^+!R#IDYKE%u&JAo2GSY->ar$rQxJK+xuz6!9OVE9?@ zPd(01qOUy)udscj(maFt6b3UCNLjRVXqNZOvF)vRupKT1?gIyP@&0y-%&>_UixZbgLgCaJ_kzjT5*QIG)Qlq#aq9y z!Q`K^2c{p@m!0sE=db!w%8nLV>?k z*{DtFS;dym7IJE@zBt^6-mSjue#cOSf_;fRv2-?XN1bswGkodgXVZd}+(bw1`nfXo z!@MnTZjuxoH7wrH)g=BcJg2j3H{=aRqV>98Mh|0ruj1lRnYLm=Io@>lAK6m@>-FRs z!R-7}7l>lyP1oZ8QN&d%@S11(O$Pp_XY45RDp{CQ$WaVTF2kQl;_bVhRqyI!h4YYJ-}vJ&>sef$ zz69bXIQIHLVB4u}BO_aBsrilaKbi5Nk}V90+M-lPxFUbXgI%~nLDB<9jZn*9N}Gs) zCGYP<71ij6D*ffJyWhB<;bVQZUrb$mzp%SSS~Refmb{#sinYORb_;%1g!xtkJxk}H zCY{NK)H}_{-0}}@!8PHJAi`wgiN=!#2JoAC0vTBzNPYtF0O*OVBo1)sTqUyP)-$B* zQyLRTlP~Y8-$80PLsEoFCQ&x9xgKxoomQlwS!3~qDpj5V@SI!z1U%2bbZ`xnWD?eo;_Jpc|zdHClt>T3xOz7ze*KS)4md2ff@_t5^KUCg!uT|`c z($*c)7HVE7*(yylfhaueN6s=X)H^ROgD%1O7lE0t#wi?f?$1Fv%b?Z^wZ)&hai9_3 zrGH47xHC=-pZySTj|#5d#NX*VRx|I%m4MHv%^9}0 z!`laiKzDM*yygPuF&HKykN)Qmzsgs~4Ww=*QeNQ&i;cW1;w_lnhuqc3!2fr~s!WOtz>6EVV z5dRaUQ?&_~|L8aJrvNb%o~OrjnNR6MV4FeSufZOiubqwsw)JuVJ<8e3^<7K3eNi+i<_^QU0QV zL%$6n&IEH!McloRs${w2(Y1}!@A+y4Ls9z{K5Z6;b2M_bgFd-JeOdUcAD-*Sl8M5Y z(ojbRs(u1;E5PIhi>3a!N`!in<0gK$!u_F_Twa%4j7kN6|U_HkC^w+^*51wMyc%E0WqG{4pw z?qzknqglbteu5Kmn_86OD~etVfbMq8^R`iUt)Y?X_gzZrL`PdOk(JzCB*C1{U_yan zUg-9P_Jlq@Qa8Auey^>an21*wAR2Ydmu93m-cP=6O+IuuHvYxwywFW--)*!YSqCpl zTZ@uV%R&y#H`)3-oi9H(bW_4UKwEK5cO0z1*!mj>+^zCp8)9Xa0QKr5S+q zcnS?8?S97`B~zC!tz{Z~O2XffQ5@I1+|xL&Cx61PuV~)Z4{d6;4G;P{oPw|fvL$LG zuboJor6lxI`AITR0shWD$#T14CO>VWDZ(Uyg-?}!CYn{QG6Ue>vJL7Z>m`La)q+d# zMP0Z$&;SOFcN}@1ypU%_h;QIOcg@-6c*2yy7a2~yr8T&+v3~5#&t$pH{6wOl@E>Ka zxKPO4X8x8_q9b*Glx@XvDsk1s0Un6+2psCp?@DoWY1oVGFE4}s*SkRV6@(IGj`Qdi z#PR(iKawV;xun%wlW@I0FSNHeqtFX>bt;x;t>DFPz3gF@k9G;0JuL&f?4?uXkcSA- zpzQ8}-&}ZwTXy-4v;oDh&77h!T!|FUM@uzrlK<(1BL{{Bps&kywt74GxzwtJiE#*h ziZf>nYfxU_iV~x=>%V=aN$v;3lw5f9gX8Y6dB$Uo&|*vv%HKYIU|5@5|LM>xvKB4? zou|2QjWNqQiG%H*09_X@5)26J#^-U1@+^FqPP z)3K)r0?GENToOiMF=K&C6AU(ncXUl>^XIr^j!6pTOj>q&Z%T(4SAwd&5&HT0ynjj# z){6UhTNJO8u4AQ=m$y0~H@2DI;1*^a90eeKQ44~BFdUiJ=1nB}x&+D&$-kJf0}mb% zuLkegV=9&Fe-x#L!Bku(y^({O@b-DZ;AIyFAe{V^K98rAI*o6!XEkd?pgu-8bKG&B zS*`_rH00T6k%Oc90DoFdQDT^OeU#*vWkWYCYp9f#?qqk3f%>vsX}T{IttSy4{S>^P zBTj~(<)C$QTfC7yI_su9^79GNCEYT#pd_qO0&q!X@s=&8sil8KppLcsBx5JvJ#dcA zG*Fm2Kd~)2>>tpptekE>k(>E=Wvj)d*a|J-sqFYKI2v{>2BME8WbRz@#*dc`x=-rm{+)639r6k2R`SjOmm2~t z?TdcY(IfUNfzre_99iqCJzqmZ1H=dZ5Mj}lJ8RtUZHNT#d=M1Uauc3a7b*m5g)$a_a#6Pfk{JnPh49k+4h`l^=e`5TVi>n_L;w? zJuWs#AUDaFH}7*y+-)l^GsBdRw}}#MDbUwk2|^|qH0Z1DkGIt`;hmej9iq0$N#!S6 zyGd(a1o+j9sn0!wM=TnSB)cW35_!5 zM#p3A-AuHaz1}URbn3@bUm>S|BR(Wbcv9}AF35`WFI<>1$|+OjJ%n|gL}*5;2dio+ zG;hnpMJ=;N1#*9iykVq7yh45;k4Aj9MLHxZ+KHdczO|k8O*LON@DTO_WTLr;s+-oL zY%xT)G_05~inokFYOccMdBr^A-BaC;h|dktsVP3~SK|F6kcU=b0uP$;E4oKpl}G9< z6b6j4Z#yNF=%=$jVl@c?@!Au6txVF|&hhw4M109n4U}0oVIoMy9n}!nkDYsPVi$t}P`&-ayZ35&J%N>dxGdQ=X8Ndg#bD}4B8#$IfN#X+MPhp+(_ zAErSept?&7dVW**`nP(+O1y65RurwP%js01AGhvN*}#>lP`C7<2lT&$fS0Wkf(j%$ zz-->@#_!dT<$pcH7>8hF9&_N<2-CWr9`_e6B22^H^|$F8h)J*$uB6($l4I+Oh7@p6 zoNb>sc>a0-p`~liU@0Uk{T?|g4Z$qh>9DC6N_Q+aejQkXKYCy!-mA>JR3ko&$s9zO zmDBjADArNfW-H`A+Qv@;$q`EWqjycPCe1F=R?8HL*F01OVuf5=(b>B2PB?$ar=zr( zH%H{ZGku00V-1Gyw4P`3APi+3qCab8;L}X3h{yU^aW0SJ4G~cjlt)A0WniR0y@eq) z$Q$+=ef{qcJ6LkW?s{>>R?x=|y8*=2cbIpy4-5=1A^@%;69xAH3x~KCO0N#zY5pb! z9Krm^mI33~1D*O;&26mj0H~ z)iii_@4$92xOV?q;cFG|S^EG%hG%UC${kqCw~uCKq@>S6daH>YHR zt}AaCP46fGg4r3P{2S2c|K-{EpL@8SGv40dH7aSc@BcdSkd;mwi~oB%pcg)%YPVnu zq24ki9wh~S1PCWn;$BxNa6xDBc$`b+@-i3Be&L@%;c?C!WZW((%wIdZj-}lYE;!wF zXe-A%tR2kd@s@$$TTK1|c?^4^5@j)U335ToD)_e0@MA_Ym~N1gE#EBtyuzO>1GjN{ zz5KQuXFRBl~AE!+URm&G4yJgNLZa`mT{a;&r8V})JFga zCoVh@4Wv<_!M)AXLy@0I!^hKOzRN0W{zBC`mh50X7mAHHkAY%m_p%MX?^;a496D*$ z4;~%JCk*1nLqQDeWH9zi45Pj;4T^Ma5oO(9VAcLU178o1rMJDRZ~vE+H$5U(2GW}# z&}WQInENPKwI0j+vJ#)915{nkkL-}yp%j{xh=>Y+onF*AqObdJ@Xp|>yxSm(wH}~* z)#WQyPJGLa>ls|dF1;JIzVvy+>zR zVud#chhg#)Me`zoZduiIC#8k-A7w&8#)@R9B0vS)YZ-;EPM5C^sVcrXNE93}7SHn$ zlbVW)dGy5+5z#e>9mnVSWTIbdi`CsG#3)bAUjTsdFl7!OJ{?Y zp9l-2e86nz7vKV_GR_2;@a#@f#OaVe-TTJ21V!*h+TbA=>4&|QlEk``z~8&wp+??r)$ny=-MeFdB@lC&XedS z)2tnTgp@K6F$)*ETH!DWEkpWlPH9~J+rpU|X)q3&pigJ)2(IwMPD)Bm;$xCpg`Z@nc(>>nXUn*y!-k_{KqtO}HqSoP11tUG##@MUi8 z%om>~Do;L9h{m|D(35CAaY*R^_O091w^SWdX-;+AzT%G9T zSet#DdXmfAx+?2le!&H932VFCCwIu@8aHUnVI4{ZyQ^{c(x(7Pe|Y|Gx|^<3MluvO z4&fN?u*ZKv3~B!S`|liL#vFrCc`BKaR#VM>Gtn%DyIAu z=7b?a@5+uoH}T$w9=TiUlnF<%m4zQsThwRyupVwZ28CNr>S0fln3p8vGr>V*z0OV6 z^J5v32axBnR~I~w>%T(Yl{#UE6lYaK^%^4Hx*Zi{y%ld`+KZAfR9u|!Qv6io)mIdQUUJS(pEMr zm28jtFh6z>WzOL9Y45e3YQ7z);T^D=_^^q$QQ7P`Hsm)#-y0}#Q?1q-XPDrRV2icy zba^X38qZlAYt7ptp+J$JI)p`JFnW8n#M_k!`DY=UZWpSxMx9KsrY|Bs8SD*y@xmab z=1CVv{RQuUc-X@xnKos!6VUWHF;&=xkZ0f|E<7u^GIawu>N;lB_*!j2eiLLP!~Y=i zeAu2dW49gRoT88xclx}~XQVDeElv&!lif*ZU*u~_dS%&9o`okv4dcJe8tpE!nfG)g z9Kd>Eb-~1ZOKdUa9rni%!mHIXaiuihARHNq7Y;V3!=;S~S_GkBTROZ>m~fMch}Do- zC{J7pDtda@_4Kfjlziq*wZK$z8tdbT4o#aIOK(}XSSCRq6Xq^I~Dx;j<`zJybwl-wi9mg#%X|hnbYVRSMdT zph@^-@GUVr((T##6^}XE*0N~t3Fgvt(Z{e+1t7C>Jco2oTLMK$#M&*I(v*{F5Y_?$ z2l>M8qEgWSL^ zXg&Rj#ZE*!;{C#rTUKH3w=@)#2h-y(uZ%9Cds^=>FyM`xUVkG~c53L_QOT7Mq#}mU zBWs8Mx~|PZ4l{Fk9nT%jC(UR}xUa&>VkUA%j)T=Y;c7&2MJ9`7Kjgv|th z1z}&@xz69PLew+umFQa`N4<|cN_$bvywfW)1--1)-M6h@f*1U~kl#M9G`Z20f4zaL zTiQepjal9!Uug}cAagygs%a4k)Wk(M0?Dc*1nIR1Q)|1WLr}#$Y~d~8tq9AbB;LC) znWyPsQgVNxKZ=WTG8kXHW-jAM2#akPm&Jz^e=}|#D3{VX{#6cfN`kjXy5GRm-gcp% z&P@xIU9N;E$`Hshsj`PO#fMR^k$+_MkxeY_eFYIcZ_U`YXSdasxcQ|9y3omW8%ioO z3cNQ2R!Lm&Q?e;!|L<2IuD8`As*;@Oe(l!(kIc5%#hnF^d_-7P3J9BWmDLjcVodtg zsxyEB2z{NGOo)kY^{+r{LowKE#5_nMF0|^XTDQS8M+6EPzSeWYrq$3wRlGt4s-=f9 z`+w>0yd8=}NrZ?>jPZ6+PPBSpGbCu#9$L|nk-i;{yo|+A%*(?PD7?(qJX}^>$ zzpAz(y@d*HDV})6{Q^ z%miFA+lp)GN(z;d@r64Pj%l-te0^2HaL4tTY>LsixuvIw^%s&EEt&f928Nxz- z2^kBq84p)L?gWBiASaRG;|)?LoWj?}6;gR|0LW}W ziNQ^{XCkfeC-VFg_=OjIu=2RHtx)cSs{`J>{A$M^TarH%$Z?&L*@9Zq2sX zsO3OACGH|+534~;yz{E>?L!+kHzFWdJR1EZVc`eHjjs;m=<`BB!?l_(wnB+(D)2NI z7VPX@_qEiw8GTY}dd3WWM97FJvYF9y10I5ZKJ*Kv`86cm*{3c=n_t{|SN-HxS`_{g zZ67s+mobVJmjgmUaj%~B})=y zJ8MsgCBUszK7*G4+RtE`_G zyG_dmHu|fpx@kuZ!sI2&C=lG&T;{0Tt+c*=?I01IUs<-@`EUKNb}StUz){ouPfB%rREH41sxjSR`_ z9seq!pJy7!{!IZXgfk%qHN3*>We3^2k+USnj7*q4Bck&c&= zQcpbTW?$qbn(;qhjJ0A~NuR93V0BAvCWuI93v3+(#PYNAZzCcl4)vr6n}|zTAXz$= z$aMTA58R^Zb98m-RP#!kD4>rdQqmq#R<_p)hAe+}IWo}s93p!=aG1AxoH4Xn2nt#r z-Br`|aQK=JjIZsLq2gcFrHvQhbpdh zU_O2a5eF-gm$;!n4BoWl{U@H?u^iua&g}mL{c5@AEgcJh>6F;gT|ieyjdwI6@}2A0 zFHHE5IO0`yek^E}Q;HmTrIbgfN2=;mHkAsD1Gp=(qbpiKA!)9~cim^lGw36x!z$Gp8+ zs&P$pbiE6qPLOs`lUHy|nAisWB|bHv-S2dd7Ox{v%wDUmn#>W96B7dI%gH(2{~=je zF&F=+u#KCWq{MG$ywBSXh#-AMf5QT-7|zBmWfZog%Zt4r%!FEP%f;(__Y+!ibHrVR!7COZ58E zbkuCk(y}V9aHz$z#%d`>jDZf5czZS`hbQAjTua1$Q`F4zV`P$gY+E9ET*qBeg7vcBPM*&g@W=EdW2aR~R{JjBji2OMdWAVyOXy5&t<3Nuv3pf zQ;fThf`D_yJ7crrsSCI`GH;LMOwL&6j{gigEPgyA{J-st7Z~^-Uz?G)?sUH_1_1y& zks#Tr1+Odr{!Sxm#6#Fd5)VQjDdD`gjtuStw8Az#i3y9yn8IWXJXD&ZD@|M;k#yOF zlsMNpe=M~1rmhP}a?$hjOFMI;;!_;8`9aAekmUF?Cd$sY?rV>_dx~xRd!}r8`!FaM z^{BrPmM`$X*T!bOuBt66&6)*cGBO?|_Z3I_rceQy+iC_izO*EbcQ=GTSyxY$BeoZfv87);Ef`dhDY9 zm+9b_FkZ|JJ`98H;A8d-MfL|H>1O$-dKejF=4mjPC4r=&BpqehoAVFipqN(mA32?u zFq!pY-`;c7Jt7Ksr1U|2rtE@A8cav7;M`Zqw)@2{X_PT@@i0K(y>85x z|CL5ATX&E?`+241GH_5^ceY`Wy%LIK#94+INkQF{=naBL-Fxb;VA)9nuSKhC29Wu)$T@-ffKN8#9!Wu*DfaZfqON zl*^fq;N^k8GZV@7)O+!XaKAKX)!KT&Ayli`OI1TMNEm0%(pH7)ns70z5lV#gX+XQ-Zv0I>jqh~`!v}K zNIdJe@x(t#nF^&%9%m1I2j2K=Im8oA%}4CzI$)dG&5?(<<}@t^mg2zjBFNzw$$SpW z7cZr*ME1{PKz1jLck!s$WE|~A2J#=dEiUly@26(P6zQH`?V8^WF%`Q)9;>MY=`qD_ zkd4+C6e15a$0w<9VV>$DeqOcAeww?MPY+Yn;1#c_D8WgZ^`4m(Z7pz58w&D9-s^Mi zR@J|+n7W!W{F;j#%U*=GCzrF$IUp}~%2VL0F}b-Ue-FIF+hg+SKDE9zpo^mTElvY` z8s8EpT0x#7`vA0N@ROdsif!n4H|>TC%mJxNsoSGQPGSIC6khnj;m7-98yVPRSy!-_ zu}dJ1FPY4I?!)UDYUk1J@^xU@yPw&^P~Kshu+kR3f%o=LHOkatj{3an4yNWt_(npQ zM%hhQdcFO%KBV$1>V136PmwdRH8)E&6?@J}J737p$LyBzG9^|6hVrV)uQZN+e69=q1{X3WCC;B^Fj*vMW7`PpY=zq zn{T!<0OLYo zfKo5D-sQ+S&=1&`7-1BN6R!Zts6nfrfdZ|a*dBrZArej5`j&B@tYQ?PaJ=9%0+51!%=Z}?}+>E8H$B*gO-Io%TKun zbn%C+Oln5LC3BYHUdXbJYY}g4MO4zKIEzKq+D|o~S`2}y-0r^ZsGXB?Lb>@A&IpXI ze_@%{B@6f;82+o^H*%B%0p|*pGsv=?(t%XQz-v7+Rxd9k02WUszNZ}ZF$)Se^32@J06CzWipHZFJV26 z_J0%1O8;*OfNLPN8r78d9Q@hh6F1H;hzVSWbl2R2I#hC9PS}fG0-3izT%63{!T&M1 zGuz!}_)eQri#LF&=8#wG#`*q7lQyJjJ#VM+4YFt4ZOC$ifUvm9zaTe-c_iEPJ(yBJ zdBWPfKyfYr6>$r+mWygFxjebRx}6(;YJ4ZT{IavQ#Em@uj3gWJ!A@a5fC^LHY}77J z?BpOxJ8=_(bK)Po|K6mfR3qQ2+_Ea}7F59NMLSEno}n=zo2*f)_DdRs##@zh;;PPpmu90v4|1ffBD!kzRh+l$?m3BV?P*T3}KSmJA z&OweRLoQDFod5_lwJke^tunsTNx&80!Kgg`Jm0=nZz%{!T7CfTZ-$&KhQio~Oaj}C z3-1F=Y2TT1`N)HD`INwX zUc}s>WAE^mnAygbYvK(t5|zPgyg|MfpugQS7}0mb`}A~JIMM>&?AaDnj z!!wq59b7PG&Bu>5A`>$fXU~K1FcOMmmySgAart+Gu<;%!Y^({@SC2FgaO(wU1zl%B z$ht=ss2^!026MCv&C25;?bjjgc}uyiYT1jBep?V_E>8l{bLJ%wJ*O#2SiVEr6DSH- zs)?_I$!RDwb4=9Y#(+^jr}nykn97KJ8mMPx#wSq8jS?*&wv9RTVreTPdYoa`Gu?u& zhLVs;n zWR(jc5xFh!cX z>gnN=E4#IEMxh!ONUG{~Trj1_a(p6eibrZBXBETM;tG?K@6N$H-(qhAGmI+fk=6Y* z1oS>oA|}=xkhiY~ImngWU_Qmm0fND;S!Z4D!Cpj@Rm{_+ImTMxr5gO!+=3rU$^z+m z*z$NbFw7sqBgpWihad_dFYbm~-b9y+*#iyl(4+9}^4%qBRLDR6kc6E%BaYS_*ZojC zE!uuFUi;UmL0LJNKWHNH*5&jr<+_1ZxW###FvV|?d3vuevhO=JWjfsCHt}$tpvw1p zA3sTCMV+NDWrML;wxpJGKvgS7H5}a!=Eqdy&<6rzIAb5CpG)Q2aE-_HqeE~1rq+zeF0iG#(2Z#Jb1rUR#h)p{fg-+CRN z8G9)Sc<)Vl55o}WJM(&BA{E9@s&Wtl3lA?1!Qhmw!zmiC$v@H%?%pKfUaf|e%~cE; zR!944i(CidX%QJrqFJ{Z7PGa^@|QV9f@uquV#R*A7zFd`I|9+3H>~tJh#=<6uUl+m zY4oWT1(vRMfPxaHiRPFe)(|+@u~ln=(dN*_i^>nv`}}AEdlYaQ^_6)X zY15M)s)Xue7ti5a^`3^n3Y{*3Svb?~%^IJI%ce!siwmZDD_2Q#XDG7#`EPQ|UpFMu zTTibEy{yW~lS*OQHOaWXQAZqffdeA)eM2H!-+DRhZo~4|wpVTR+)kOP6oopoNimm6 z2a-`)Nnz)F?CGEC4uN2SqE2dGlND`2!NNrV952keQSI=^hrVLkP5hxYv~Y&w;X`&v zbdQFqFSUHP{L`tvzzp;ObqAKgESO8znViWG_dNij1mo z{2^-{E0#$a?IXt8?a;_-Vq+QOzS#>5sg8oMFniX?jHd%L=r8U!uwlMRQ;H|M+sACp$X3Zkd&TOpqkQdQno_vBzRDCnj#MsQgs9Zqo3UCi?$>o7?& zi`lvn3X$v79Az=EOv|y(!EB-h-(1E3XOsnEEQb;nHL&ugEOlF%=ZLhl9YLK4P4G)C z*_rH}c*$Aym1xgQ&s^}?yPoS{4H}GJwbbM!RKUE`+l-aD157hLZjzr*t1p!=-la-u z4Wjw6vkVfo*Z3~2>;^aa63hHfXn8>C!*f$3&1~YlPx%gRmZeyoFl%msQzJJ1w@7Qv`ciN?i;FF#8*ar5!)S+Ow>dJJDLW%C=WK zScA0C3F(~QlW)Vp#JKJm^Z1Zs(_X@~eV^J6=g)cftIC%=SuO&kk~0yo@Uoj?BZhNI zV=tU0?WMt7vhEpn))yn{)wi*)y&UtPF1*g71TC~w#7W59CQ!eSOv51C5W6)*-IaCE_}3D zc>v65y4x@5_HT`poU8>odcY_QzjS;p4Rs03k@B-5qbtK7^a?reLz9?!LPpM$d0FH% z#N|Jx%?lZs$kZ_)!2m{5G%b|%Tf4*I=V8re|O-l z=`1z_gyJ71O$xrWJkusr4q0m?g~J13f!S|nIK+-Q2Ne)uKR&=R0SgP>qSB}BS;)2y ze`TLc2k4LepqS=rC!t7vL^rEYFqEnHX5LZcxM-zNXIjW-?oXTLAt$Kf{xP0*X7gL?`S4W zSF^N5$c5R50Y8e0K^uU!YiiB^v02IutB$de;PWa|=ti%eq@IJ{WaJgPk6=h3BD)zR zd6=A1?c{7Jb{PDAIE-~q!5jEcy8HFh-9Hu1_D&-o3{tz0H&=ey3kMl=BW4A$&kfkW z`zA&#e2*s>+V71erTnFGNH?7P;$XjPv#|Z zLG;9+WQ(~g$p0H`3|-!8tpK={{ehA%JCG|e!p%Sp=}f#BHlV9#oDrjc0C25fc9cQi&9?a=NV~f=QEHbGIc*47iU#vPW%B+; zt&E9X67PA>GQpH9CwlN&5iWwcH-7Ab)>(l-8O3Egp(*!dNN}*C*_U8ixjU?R0B2tQ|$6&_7d4yvXTqFZ+@ z(%Fh(u|gE}*_^QzWtF4u-!O{7m{%*L3z<5z(dT`fvOIf)BJ=lnhHebw8)DAI5XG;w z9=_m{#kZFDlisTsCU%fwKbNzttd=5M&yN^&S5Kv1A5vzgC!PeFmLF7F;ExU3) zy(btJL4SC4Q3nwcbG}Y~+3JdJnrT0KB*^I+Yl~WbA8h`+!(xNqTKC1(#15HxCp)Ek zs!(Ah&prLR?V?@$81oi;dO9X2%@Uq`uEf#AU+Jd;dsY74BODmGU8mxP-}?M5&0TqX zT3z9%!UIKaKW}$fl|27DAKLjcIc_|wfQcx_6J-Ht0y}#wT^602ZZZn$|KeYtUB}3~THzbP!Y%Ui)e$St#J(rIAX&`g+s@k;R!`czn(W6NWfX04(0(c* zP%Nc^vV7+LqZ7Zt`XjKfZ)Qgkku&OyFnN1Yh+zj?qWnQXtZSrvjccC)WsId{?X*mAn9x?3PO+S3pv z;!fNUNTqK5vHICM3Ux6|!>i}YWQ{C#k%Vt(wex! zl8Ia}J`HS9#@f{P({1-5Zcdn;Tzp%-eLo4NNCNkNSQ2#VAA5GxfZc4P9f395$RhM}Yv7c;=5oLGNaj)}Idrxu@5;Q~07?>H!^hn83;Ne!Lx_q1KO_P>eZm&T7k@o9 zTgC!88?6AhfmDaVY$c-&?%0O<*GTVZ)*3pD*--60XsJ$vl)bjD1UuE1tCu_bqkGhE zo^)SG@6kU=U_V#H)v?jTVp8a7uyM?L@h%7ec~8Ud@JrRkxeL*=~)C zR>fj|)hBDZ2ZybIB%(iLnO=8Sle+A++KwQ|C4N;u$!JvIB?oDL6>`s_6 zKNQzC{amBAxl(W$em|qlu~}s-6tnFyb%+`?Zrr#cK#kwnUkTqNAB&xd+486GRF51a z0yGmzHK%rTyL1=vocP~b~|GI<~OYOetWm}*ZceVy~KlxLs zqYo|VO2R?JK@lym!aA_TpiecFtGjo_c=U`xGt?!@IuvJ`0Q+DAI2_iMYucQ8B^-te zv-G!)TyiHt1y1z&?#~QhQn1#<6l{Q`@+W9sbh&`U?QBeRe|8&4OU|M^9x&j)lCO+$ zmnDU%gsi(b%T7cUT?cN!#Iyn!_Y6YLl09x^HwfPhf`9xjp4E%^WUw|eWG&rv*T$ou zRQS}Wy;6-a&qJ@12ayH0-Ou`||8+w_{{-{xnU9yUNmb3IY{fN9N0tBDk%+9$j!#Z& zR!KzZO}z_$t@?<@sJ(I97iX+|GD?;#Zaf<6uIL=g-v1ksyf?8-UpAC)TU{30~1#`k_O zv;JNbQ?z51d1j0<@O)X@jo3Z4K&m8*ZHbPvtaezeJ8C+X`5vc8;S-oWCK@n4}Ff`i%i^RxsuJiRMi*Qqi^T!&PaR=`x~j7x^ss4fs&&vQFQH!ETQdD^*A#D zXv?J-c0Bvh^XpDQUCBq1NL|C(;m^crC<^ zkKQI2dP_-0-%%jkF?@SV$Mx$Z%2BK5*g3Jklh5B|du-e~U|j{h6dxJnHJxDQr3TxD zfn#x-zY;g=uTWCljVo?GN9*zV{3u>jd2zhLKdYCmsT<_jk#nEI&92m9icwzFn?7LSZbo*nU4S5<$itFX;2 z{k?0(H0Kx5$_eA6m8Kd&;%Nezt|xgU_QGvz&XxUKDKo;SwSJqe@ou>J( z@wCxyLjL??fOG4u2&K(0u81F_NGcK+jH{cTe(GxFok4x&jj6jz|KdY`EnwgI!`oi1 zr0QYM_h}zW=Z}R5I~V;r?_KJ>rm4Tudf}f8zzaW8GoaQ?u0W>U(N{P^cthc1Q^FBZ zu(aLS<^8OPUBV2(aUGhKk>6XZvWbpORP@Ji=OFHzZ)wmazg|t5E{; zWk$ek)@uP#Mz4J2@{Bm6ps45WvmcEXf2+$BP(+h-Mi^Jvy3*)dQ(#_VGGl&qn2+9B zF`}`YJFh>=oR)x9d6)KmWp;{dRsDYIRHFVaro4k~yc9|pr=pM1=0yokv(4?o-L0AU z{^km7KRv*UJdZyr@eEb8`di?W^|CP2cfSfx*y6_zAtYYaHGA(pk?0;$Rj&HWzoqp`(pX z(SRjHe)N8v%xpdru~ycBad!W%>w5!ify*76D$Sww5txd|*gamo2dJ-b#ydz#2pS#`bumq=qBgk%VIzTkp;}#nvdtmiP`l)d7Kq22U&W{)ymL ztL94?Q=SR=2}iu$vPx4BWCxO@>qv=X*Y~Nr=6#JlC`0OF#VcU`Y;ioveo&2o(|+^-!5&5W7Ye&B<0qBafDh9qi8 z&H${3X+%H*rg`N?3OnO;?#CHp&Q3fVsx5<$9q?wjJu;E(jd&A}lw+XBfs)Z(-+{v< zP`81~imRr4SHcr++qbW@y@AnODA`KS7iwP@xCb@{_PqSiUH>pU1p0lzV?PLZJ@xM>@+UA_Gd%xrA?~yoWg@kK!$LVRA*YGb*!zV- z*5E?~Ik0=DRCCz-I}>mbQr|M=yd-w1X4!sWI$s6=5bCbh|AxTP4H}_!ce!#dHG@5i zOPMCLpfU08>&D0T0uTwCMXib62q|aduLA(|;=?#Xy1|mPQgHH<kq=AcCtZE}?b3t!oD-#IrZk4mgO&MmQT-4}%d$2%d+bG~cNT zfVi)jsh8`*8xs(6ux}Fn;!?Ese?=G=*>3O%JJ`Bcz$lk)mD#> z6#Ni;8;Gs(4MqMqM#~ZVkH+_#uA<1UgyZ4JbQ#rupwEH1+UY zFx9F+qd6oduV&!W*vIbrxbYRA!79#Hj;PeGnt3hfyS8Io&yr1dG}(~j*N~qTP7xhi zSLzm2T$DAEx{?WQ#^LUr>4hcyM7X z>x|1_6@7X0RzWfjQmqVU_8379B(aMV7X!=(z_2Lhj$>LAPTdL1F7o*gkN3QM*ZtCf zJ}J{+nG+&LBy^Mzf(%0#g=Fu>SHa20WX@G=fWPMRjJYX1nLeZ7r{yy8 zs_qrSyf?Y;2zf!a|Iwz|t$^V#6XwN*Aa1a+PM)P2JOAmliCuNT7fgbt++@X(XW*8_~N`1z_)NCK98K-Nr^mxVo~ur zHALL6nSVV%IilJ5P}}=;*?W-dd!CIYF&1nrZ!p!rBK}jHqo!Z-c2J}yip~THm2b}H`k%==e-B;YPcb4@FesX%IFnO<%}o6Kd)@(87U~1z zTl;B#T&*D_o)|Js0=>Qexu$6Sb>Sb9Pu_f=n!I%Z5dS9*iKRY|*}BAoYX6^60F^cr z|1h^Y>q@zR-|)Y&lE6IT1(o}4Z-!vrSz~%Q7>!#H4%i6z^*KQ0e4T=x@>)j zGb#O;1{wSpX25qdy)_p>vofV;CVlHk5(4$sdt01e#*X-n%;wO755->^HdC)!C zn&%}&g`^^*!5^ik3(vl?SPO2T$@S6%47acrLTR$ctVDod6~02(Bm1N<*9!+;w2Wxa zf}7UqU-n6%uhfq_!5)oRa6gM6ymR)4(~6CquA|_W!L0@s1)LOQpMeq?bkBkngQcl| zolmlU4FA-m6E1s^us?!P{T{_Tka!7Lf(09B0AQ34oB*p6&|RVH^wd+=!E^ip00Dsh zG+<}FLfqoRX8{1h=pJMhW?@^IBA@Zs2_dQMuM@#;Zd8>Z(K15t1^AC`S9M@4Y(thy z!D4}z8fP~WntTo<4bY#+fBYe%7wVLR?yTx>o`d$_TYATXTzxkhc4E7A?c+u+G(fit z0ITy#78E2pfZdDq8So0f=ac%!^I=={1oyXdzP!8PK0f+vK#0;0LQ%ax6U{9$hTZ_yEfD`bo@>sUM8eGB(deK zMdRM4U2D*NDR_cjGqZV`a%233W-D0#$pV~X5z6!EKG1@YGp}uBei>F``|@8wBX~BT zLghb%?uYii{3mBV|8iWM64Y-P&<_OC_8E#xGyHM zas+O&#j-HBiJ#qyJwKo;5>!6Ug$Mw<>A{FdVJNMXsvP@rKa7#Fiu|`UUv08@a?_i_ zuz;Anf^Gg{1KbzUsacjX$CU^H-dD&zHMge01X9K620@?2kRv zm$BP$W`xu55a+G4`Ul{ZOUJLboe|w3UUpHoUH~?8%(3l*_g87J*!A$#iEv!(F+~O%FQ=lLiV?G)J&8#OxGU$wEKR_G}*+ zspfS#qKw+-HI7D88SfU#O-4*XTZr8fomSNqy}2nAPx!Y5~@IVA;b1ZX!WGT1FUmgUA%#PbaeqKA8G<*eqoXhmJx$7!MK7*a@eY4d} zVOA7xNkMv$YAN~Cw3?sa4yGT=QmI7&M2^c$>=CX3U{28@q!~bCKA@kiF}{J1BxEHo zGG$CaTMmbYC5E^5gYd?j0KwDXGqJNM<%ft0%dv$u%W>%oeeKn?#6wX#7}?*_R%0QG zhot}HeM`jBD(^d9`fc()M#Hx>&s2SF&zare#iT9%zU||1o|?^(>iny-Q?EAFk(*J0 z9%C>`tw-*8Ln|=_r=vp%X6@y~9o3hDP)&1i1S`J^0$rVWr~} zXkm|JRTiaQUpXVu&Al#DwH*!`UYynIxz}-DR;FHBM8TUuSBry(xc`o6P4LuSKV1Bw z?5gjQ0Qrn745CiY8u|_tn$NW5{iFH`5&rqis8K-5+(e%+SgTiR5Zz0=6`6rIJiBtF z+4(r#vQcy|`TY9qNwT3Dz#tTX?2gAU(yBo((vjlR@>~mqRQb9y;8nt!g+m`?z|_62S<)3W=2dmZskkz0 z$j?{rH0OiHA$^Ng&|mig{o~&{(1BHXIn!&euUnR-D+~#%kY}po=I|45}V< zt$}^p-|i0Nuvl^lJ%#k4x; zS$tSQch5tFJLYVK&@uzxdcZ@9O#)>6Ei7v&i{Kp;YvQ`~Y-cInbakAAURZxTdR98A z!W`#pBY=OfQDej5#cPV-anMT@=piA7Mfz+O6)kLP=82s#Zm4`yk!$vkb)MJ*&{61{ zA@&MxoOKqb3VLJ#mSEtF?8QTEVvP5oWA(_c4mr^5TB+yqFz4;P=Sh(896Z%PN1P1s z|1!jOVe0{W_4*x)bI99S4{^8s%%ET77B-Nq`U|w~`D9F7$$4vOt%?9=x3eWirVf7# zgPfcRLerh^@p?@DRRu^$(0O7rCAFJ!7II(BAreI2G7=16<392!YI+u$fUpD?R`&2f zPWORr(s@!Ap)5yDKxST57PS0=2#uj&dMvhrF>BD)hL7bR8ze8yt!o`}V+tV0#^XG7 ze}*)u@U6X3(Ngv|Z8%=Vxy5U*(xrEUEV9^Zr6saIIIR29qtOecne3`|&gD!C6mO>?M8y zvYF539kB~OJMA;q>V3f3wH`_Scpw>3qq?NXw=t~!)8nUzQiWYeqyPu7dtRNN%ZtBj zNWGO>lTNL*p^SS#VaTcT)35p*=maMp`(43B-d4H;*&Xuk>^EgLCy~H;W-fdTB?|?S zQ$xJzGbl;-_&HT!5weVP9|HropGxiC9j2X#Qe;zu6i=z_q^1WexcIp}XP#d&CnXOQNcU!9)H%GgsuaV)F8c0JIiW>y zUkLlFqtq>{ZH_79pbF#P3)T~dIt-EqXpU~Ig;fChsd9OGu-zj_6k4`Yp$w#IgR%JZ2R(T;^ELWwD`J;E~p@CX_Y(`LA9|hQ^$*b;uzX)dtvc)xMnfh&$h;DB?@S-v?`vsBLj!4zR~hCN$-8{5 zt<&BMNx?FEcFRlZ_7v-j7R)^D8PRj>vbFy1S*y`9D?7rF=~54D*WccwZ*Ba}aQwAr zx_R6Vr8UV8&ayT)4*Nr3vtve^^tbJ0T7Y5)T`G*m=8Z2#5rNasu1@9p&*T!;UU7w^ z-ZH0X>fhJ;`Zm6pp-U;AX1CW?t6i5NQW%hlo6ny$SJX$Zy-MO{>uL%3(y}u-E`BJ_ z`-AiC3Uxo>jq9|8!Ms7&*p~LJ+f2H=Hj!o+E8F~FN^@CsN#3FvqKFTsZs zQ4J5K6qYNPrtDPadG(>uPm2k!3l1g7K$PhCrvg~ON@Qtqu)E?Td%+gP6G0zmMug=p zEPneM%{;^@XbHf}01%q7Dsi?{Xta96YRo;XtpJM!u%ur`r9m$23IO&6AE09jd1Dr#w+eH6h95@T6uBtO+FMPxJ>6uq(l7My~^ zeK>{Ybil?3o@rZJoz&`Jb&js&&-58-EPI$=yq)5jHtgHT0LGeFc zdW)rd=ow90md)Ux5ww*mKy@+0n-0)6_M}8YRjs5%7JMmrL%sq`9d)B|K4fKt3jktv zwdN#rM!Z~UGHKNnWHt1+REB2Hd1O&_qgXiM71%f@I4CJVNN0UzQ9w{3C6v`vf5Elu zzCGC_r|Jr;t$u0MsrKp?&KaVqKe;%WD-J@F8vxCnwqCg#-G>40fb)}y-W6{=1dYv8 zmJk_{J*PxE4xnL+@*gw+%-19cysr12V)A~|6vFu%Klr4`8lj;JUEjx>fvIuuQ zT#nkN**`sqyjyO9jGd8=$rXQiVld5?r~#lmxBn2_2X-oK!E^qz8eDr=nwEs@xEPZQ z5q3)j#TOs|(k+gUA-exr_mM07I=EVMr4H4{&yre$rj6DKQyyg*Zf__%7CD}Y*!dpC zCQs=?z@LZHKCU1OL)_lDJ|j_gcpjyyiOt3XYS&j5Yb6&DOZic)L3MoX9_@+VENoK9 z#_UJa^sA5mh?$*c;hFlA*%r&edX{&aUfFH>XrJ-?N1|u)VrSx`W5$L*?G(MM(3!o9 zrmRr~py;FdRG(x90{;+jp`NV<1>L+>+UNL3$8H(+_IW=k4?Ics)Y2;0-+3fP@hy15 z(eAv41_u%E4=&6<>~QtSwEy69u|xYDctSHD01&|;|0&@k;CUy9{3cy6U%eO|3ii-d zqySJr_t&c-h7v_o=N7$z+w`jpuDm5dEYU&|^aR25l$>p7lqYax2T;1g;7VUA!4m8K zW8LC%;u^9{vp+lJKP~L=F+)Z2Kd}NKA|pG#=#48|W(wkc3$N)~;+Cgoe{KpdePQzl zmp$mI>C%REdeM4aR}QqlmeW{_-ch(9w>!OX4`4#Rk>Zg~v@@~fe>flqY!uUZg>S<4 z%2Olf_i|soM>Ph%meyTY3b~c~hSmkf0ue~C{l(*9mILaB(g}$< zNfD%_(jxxWP-W41;=>MZgBgu4U`j;uWz9?&KfB{&;Q30PfNI5-cX!A}|61euQDz|l zW?GMUOI(G{sLn>3LzJ-8OS+^;Rh56`8Z=Ey?6xpL-|_X^vGMKv^G0wRMmpftRyJDG zl8+CwAG;+%S% zS@C(b*~L~=9j44!>cuKqb27a=O*-x26lf#euvFL^T1Xqo^fbg*HmC1%1%pn zC1VbfmPWW=VRmOmzECs!N3`}c2M{L7!_Nht@>8kkzT z!z(&OANcv*y|I7b%ZiAW+LPk0hO|g?5nW%LRwzfwm@RyQfzex7BNrxRyD&zCq1PD zG=Fh_l+qzd@GKP30t=Q8ZHcsJUWm72ol7pT-G~>2p>3~TD6f8u351w4`Uc}K@#@Iq zP{q`1--dK~brgVvr-h#d>#*JR)PKXiUuk;}KLDzvWm&`oYPh1+E-vJ$(d8F`Na@Z52a_eQ-2*`meqS%mSM_nZ6v#@3cnmlsVvZX( zZpfIZV7t`~z~;j!37B%r6NKBuLn)6kZlZN~-PcRlgHnWAq*bhJjY!a&2ZI101Dh5l zV4X1vdfbg0BTi^fJlrrlW1W$=MSBQM1Pg=Bg^s!`Q_>R;E0QX>i5#NXj96#Xa|qRh z&>7x}qyXJ1UYCNhq0`nGJqZ|6VK`4m2J?$tfRRlG1&$FNZDj zh!Pe9RAd|{+BDVe8}fnQ&{#)P-%o4BuV5a}DvZTQ<+Y|4uHFe@6~1CBig~EUJ{k2; z1rEgr@KL+t+(@>amv$0W01&CV+*XxsWG~gmCqsAqA0Xra)-L`CowLr7(!*yl-t*GA z3&Y#4f-SM?(cG$(@nDuA>*GP~EJHnD0?IN(2SBKQz3m2N$Nv}|Y#=$ZI46;(1B#ef z=iIJ1u#nezNtOcO=Km-tJI#WHyh=SQ^VHaH5=`hr96V*J&__j}l|y~|@taVQ?k&dz zSQE728HPSYk_iK;;HRQDjS}GV8YqAQR9c%*w9uQen49gF^2Co6-~G+?d6*5rY~5Jf zOVj{);^zX8nG95=IFSmlni0yjJghq^a3oU1^|@`Q^kM5YCKt?CDXsIw#Y})myF?R) zuls6bNSf*asM@&^ZN%~h?hg9%hawKpPA7rwGwRQUct3665m3rlnTx6Mh%UfHV1PiY)C7&+Am z+D(BEJhWqVOL4Rlk-Ww1`#Y#U8b0~`E7`gm1qbWxfYqzy_FGA#Z~Il2n!xua#B+8$ zhK3Kmss(nku3yOM;eq7M(Eh{ckqegJpd+2fX0tpieL^)LFNF~^oP_6dtXOT58Jba%&-VM zDG4AGj;BK#R(+0H54Iy7<5}Besds_XE!YU!GjX8q4`3aNT#?%I`24Y>H5^R{knvOz zMFZ-hob@y;^G3S1OVj~OQOJGOaFt%;fgb)a2$f-lSJ(iUZA9Dv`(P^#!6<=?Qven^ zd3cvqqiBFKQG~MtE3(M}0{-oe-|pNf)hN&f`|9`vx0skTB-t`K1BI`S;lxB`6Cq5oMb z{G&|Pe@fo)Wgj)~NaPGUmJ5QE>m?fer=o%U$rHQm>)lPxMjf52)rIxa4gc`=D`K0# zV@dP0bJXr6sBtvB*?( z*0k#;U&wIA+re+~XZ#uI{-ua^iH7Uc_$8Z>s5*kX3}M&`<1?{dp-R+Qy?r>mXOsNt z(Y(LSi5rnGw|0)rja(@Vr{}1>f=8_#M6dZtw>sVy9S5itf8gW!&dF=jFFSKVJB4GG zKE>)R8aF%tbiM+cMCUPgmGt!OK*ITnZ)Vv&5*|AS{OPz*(0h_hF#_*zfG*fNj4nAD zo9?_evaFB&;YbM4Qj8VW9|Oq`TCGD*D;CzHg=JMJIU{uJIyaiZFXR{%C7Q zxm3o>I=b@}tr>KOq6)!$&RKb@afI3m)WFjp`V5z5PgZQx?nhzL9)R^mx21^wg|!Vr5B)OJ*EC|QGsH(;R8-mJi6Zvka8?9SS5j1YW}k7( z9v9Po1AP1D+rJZ*Xl}LKzeIt>l*T~sQP$+8lz$ZcC}v*#8*7eJY4g81&SO6WG!J3T zapo9aKUDtAeI8dS{ylG(E2mL#u#@+*FX#tsWkmNGCG6UG2Ob6US=IofffonPH}HW! z!=JfM^R2iR)3`sA7&U`ctK>l*C1@sfg%O?oxLy7muMnj6!T04W-99iCet{{`8Outw97s79{S$z&oY~Wac$IRFheOG z;pTJdtIffWdVDopgSg}HlY{QXO!<7;@zg$E{?!isb$$EmGh(kz^!NjQG{5!UopQ@( z`g^MGT1Ox=2LI^1an-h=)U_v+5b}53497Ey*R;QY9x>@u2LJoS$0^^vix)i%$w1Q3xl$tS`M@z;w z<+=c;FEDbO7g$X;EWD9p5isB56D|jam62VX8rcbAyfc#$qC`9djfuwR4+04Q?RHW> zZYgz@qL|HRDD>|gCKg)W2iO)o^m%q|=+DFsr3bERcz;<(CX;}^{!H;}FSnGUYEX&2 z0nk{7OIOP?TWvOa2-GJr>%mL$%a1=DFK(Rs0%Q$mh-qz^K0=DSj*e%_PJxoIZ1DsB zg8)=OeNC~KYcGGe&k*Xof`9L0nq!h?jN;dd)c!U8XrB^SX&slZ6)F93zwM029|0Ep zF)cRVfPwDtygOs}cH*@cK+dgD9V@Ks?yGN<7?3-Y?XSq0M<{9&x&r$uZN~g^4`#7^6e!HtlN2Z*T^QGMgABT$S6F!fD!2KyWV^i_4_H+1l!be zf5y&=imRX3@ktyT2m_5ru@d79nTQJ19Iel8HG<`YTTb;zR()~Mq_OEaRFN&;T4Vn) zLZ7^~BoqO6Sz}Gw2!a)9K3Z>NHJbQy%L7q&?m?Rx35D03g-7?&^zuiLCFubT`iC&k zy60i(NdE{z$V(Kb7m|_vgKq?iQOJ3J&3cgHhF^@CT4|2_%fu@EiG9*l;yYTZEM*G3s9DslBXE+5?SJV-67 z?-QTrVnWUr9+-!f@HZhR(hmtaXFq5og}_N$#8bH7XCM7BgaXz#Wi+fAerEpTB{mn> zipWznxCxSW-wNAM!fy^(YH%;Cem2GTB=tqgHC(;(ebT*o;`9*vBxJJFNP9nKC(ReZ z@>VY&=qUp}jS;kdxb{AlvrHa`V$KJ3pqIgW9&dXl`S}hCVimq+6ccanFi#vUAE;2Q zI~I+Il~3IWCppV9>t-aqB|=im^Tr$yc=s~HM5Yy|YEwyQ^I+tUih-o%77(k)(r*o# z8wH+Ik%g!8^-xffr6BFN>yk5#sTOdyYbzU)OPy&rjScY7 zAmz(3>$a%FWGp${Z32qZU8M(HDO=xMEsPQjTz&N83LGgaCF`>|acYpA7M=^nc&+V~ z7RC2Eb!a~68v~50SyXd5M+&c8=nk&AS0g@f)Ty#?YY;KLtDnS)v#dZ2xT=2lp>wz0 zJ%zdOC(ig(yx0AC;@F=+$ATv>oX02`{PA1u?~xsk3@FZXWnBSOWB<{K-aj#VJR;3A zm?$3Fh^hVTDb&1aB!j>#K`HsJo0G?HE_bFbi7Z`BucUigj21>)0$ zTxo+H-04{B?nO%EQgkmQh@jv*l}*$fbB3SoIiuM^WiWR65MP;$AU@QT9ZBxtC0| zkK(S&y)2V3yq@~?xbz#3%S0n7GyCk1Hg6O1p$O;Iv!eWZ5*69g;{=CV>7V)UjB~z% z?EF5=9jObv<{LnP?~EX{L*q}sh8lbdMlWiU$>_KyxHfH)V_2B*wiN3n>qmOX*Rt?7 zEi1$%Kq#}~e8RIdWi#Te@QGFw(yCL>wwx!zpS@jW~Q>h-5r)5wWE2 z1ZxQ0OP{>^O6>4wb0h|$2;F9Tu}*v1-rSY26oO5LJv}@wiC50Is?C=A6^i0y9eN|( ze3W8uu(S!?-}b|rk&w;$H#B0wewJppu@}ckNYHn9=n*bT3rAP6)8y(Di6vz$oQbfm zL2{o@7OH#WohmgMe1Q5e`-v>BuJJh+B^RNJYQWrs@$hKjK!|_<4>M_Lym*}mM5x~f zoHls$cX-5+Jc@5`uT!ll8Zrj^Lm1Q`;pdYN237LYg%DMZp{j_=&Y3FTUH4@3zu#B4 z7|J55!g$JVXnagvRd~W!Zn8w>1slyOuYECBP;}|-6|oAaXkupTMn=M;ja6%RnyhA; zEBKCn%vTTGyR^y3J~{EaH??M`Npi>cu5m$PT8}f%_6+&<&*_CI!5^;IJ>BuE-aGR6 z_>pJb(Bd_*Xm-fQ)qI)2y+w-0sxydra3MEq@tWcL;lvCONvO{WjgLg?lrH?oYEOOc z0ioU`Bj$#u_eAfa?5UNnI^;J@U>T)9a}#&3rB48g@%Ak7UVtdI*o$SD2N?FwE%#ji zVreC|o68PK9Rwr9D(8)h_uNu6gcN3{d5)}0p5 zy(Vq1=`6*H11!an9p*m1xDuKm>MqHO?CF-s@;M#V4EbC!Ut-Bp|9QZ&pQcPGnk#_2*sk)@qS-PQQ` zo`0%~8bqzSSl7oA)YFjl6J;?hXn+wyj%tDI`$#9~rtk|XvWr2yNyQeriFs8ZqUm=l zPBF;Bi@D01o8odW(gN`$R*$^-qZr=kC_*?3tMlhpTou)e=DU_;@7;4wfH<06$1vI6 z6BdLwyy+_6Kpe}dqnq$)jGZmCbFbt8?+lg}*kc5vnVxhx zNfoY|tT~M}7PRSR18XT4KRSxT39q;RfV z7ItC-sTKg9w0o3sq!JfbKUiA&`=>5;F?(s_Py+u-GrItZo5l&h{96Kp?f$`U&D%}8 ziMu?03Q)akg?3Gq=XD$r36CoHSjbCH2ms&5k<7r2i7a#eEa67>WB9f`bd+6P?L z7@VOTU<95SS0%v!43)0CoL-~g4yG4Y)$2O&TbXpgBf|54d7P|`MIZD)pFX8JX$Ss@ zRGTN@nE1xEW3VL!eB`!QPLKn64h{Xcyrz<(?jm0h8o=|&emp5E7#?O$w99?PVg$pp z%-LEi29Np(g}bYqa?xu8cQumP{y+8fX-FmAoM@fo`jrFC3-@P>`EQUwcaYnoMh*r1>FE6)-byQ>CiR;)b zhWgFGk7im*$?Xh*OT-!<(D}A{=3Axh{jj8k9Vy!J3sv=~QpKBHR}?TG;xF?$M&x`2 z&${6e<!#kzX1f9*8 zQP$V&r2d;=)L|lc0i*}DM)bHRdOd7e2_LALP_iM_cnu~0j3Ty>oy%@0rQ>%EN@Z+g zcp^-a^Xn6;>g!4s?{!^fdk-ZnAs}H{NR;vmNq6;W%6_EI{9*%HXul@d>eUQn$4eC- zcHLCaf>My2{G;4cv(r!zc{6nenrmrLqQPzdCW=yVAB@A_jQ_LE+u?U0&sgk!vOi+s z5HP@1ruew4;NmSvpTqI;ygcoU?IvgB?CN*@j&c!@?-VzhK75DNf(BvT6GTq9riw`w zscq_NhwO_c*J1xt%<(Peb-aj+V!*DAtVI#8!8Lg8#DEaI#KLMQ8 zT>1RxY-*5{EO$)Wx5}rb!rKqFRn8YNMHm7?T9z$}h`cIJsSg#X#+@c@FMqC{k5Zo7 zxFpp3N$lH9-gQ`^dkc628l5utJLB@90-yt!EQNS(yn2>OaQ}jvED7^03h%K9fxFPS zJQ~}M%1OH6H*Zb6@QQ09Johb1mYP^JJQXzPbv?Ock-#9GNw4BWP7Dhqxa-W4l3gHQ ztDE1-qfzMHaUB*$NZCrS%Oh#Jeu?FfkxJ&H%5P}2P~xKPH)`2xCH;~2E8VqoP$V}; zn3oj?`WE_F-YRGMdi&j7S>}?{7e>i#Bo)ZhJKB?k3ep?qC3C+AlRuVygZesnJ+-L} z!&9n6_wkCkH_Rf)*kf<8;c9IhB8zv`P)XQ#*_#kt$*F`9>C+MfuA=S%0 zjs2gf%`?hRB>qK>n&&hoGc<-8! z8)J1}Sx0Ig4Y&+ON%nl{{}j{*`40~C%zGy4WnIAv`E7}GcdWuBG_q}Qf3Hy=pN;XT4Wu={uJ|W<(63_d_>4a zd!(h$3b5kp=zvwe#d?gC2dv1+|I0dA#nRehk!SwL(wg7vhcqF<#ilTb%GPFuCNXqa z{P-C&7`Yf(67(Cq6fouQ*5sJpiP2uQ7HvmCSfx-{zt-PwjrJlKEq*Zd_txkp!RP|1 z$F_$4cw|nCG|7;>IPosNB=32w;O`2`B1V-q622nR9P9JU++hzg+adt`)e^MCWS+vi z#ja|6d|>e=j^`R|Chnwl{xLJu%;fVIs5`8TwDOvmj2`xY6jf~97VQ!0Me4Jb(h2^bpS|{RABfErpON%>0AX2I))Kl%5Xq6aCm0km% zIR{2w@m>qE6kTG_seaCGqr!dcJkhPHObleYN4?g*7wch@a=WZ6`EznM#DpusmXc{Q zE7zS;^@Lnz`y)TZ>GihrFO8kAs*2a9+zqVWX~K+^g_s%?V;v9=!+W1_rOVn*9*hQ| z`a1u$c{PQqGdQ%&+GsUx{c!c00&PrQ%!h%OeBxFE^3r2L5@CZ&(7@yVM%92{XNkNLF4XDV)@*>F4uGlE4A01@(&^m9qT{V~5KO$)Wu#^6XquM+^L&duC0WWHS z0W`I6IOA&*jh z7eUKAh}vZ}tAsy{?m&ZdLsIc8M@SoYlh(e;r59RVQf+=lCUKPeK&ArJ;E$Kiy09vB z>5PW*%ht@*wfqRC<3%yIs~gEFR>z)tG~aCqEOGL)q`*VX4pGjaj)VlRI!aP+&jyIw z=4w0Lu0m4)lEzh%dgD1xA%-%#E#H`IP!S)H88;9te z`JuH}E3D%&*#PR1Z-?Hgc zB1VQgTa>PNuIMV>kf)^y@4xnfkoKl`x23uLg;bZX$nWu(vqe{NfcF9Sc(((%c=m^^ zbKDQZA7Auh5tOdROXnyq``Z3fvT7rMT95r9h;fOMux?q0JUnoclojzn4>l~9-OnGJ zf3UW^|E@~I;IW#&EYiol|Fdv0l;yNg(Zq=q2I@QZ8quSOokW10`y6w*NP?GSi8>Ji z0Nfg-Db;Z4*eG$Pz7rt8rM9~uXxToSMM829fP!i7U6tB*C12u!Qhvf3P}++z-$i|B zCy0Xx5uq!X2uZ4w9ZDK5JAVZeB1!G(ZQMhQ>wnQh{)aT{et&Jk{FmJbe7(wSZsfGw zMP&M~%{4p0#x;n(@0GQ&o4J|V%b-p6Syc>bH{2vMFGx(Sf4ZnD%+!_WShJ3UKlU}E zz*{%;NQ=XrGq33_U`jfVu62Dk9RD0O36UTC9?z4UFT4zF69cowO`Qgf&2Iw855*TS zur*aS%+3m!Y!$e1R#j`V$EnpKScQFUI=??yrES!mLw;~zagIpNF*{|qr{ugq64wRm zHP#FYvDL2L@fecQHPT_#U|_qn39r1#VVQ&a<6Cw|)nU>t>te1x}kvQeXI8 z$B8gs_gr=Tp0AsCeghap9%e*bawW!Nnv_nF!o-gdA07;4aAfoU>W%U``ZR}3oL)ZD zjeb$7HDOGDGL0^##@$W1x~iDIaxgi`wr4>-jbns*nYrFcducvMfiL)I(Y53mgaNvG zHu+^tYm zzj~mZ+1JX4?x}qEN6l?qm*$z*O;_(l|5#Qm>%+`@I=+U~9($(@%{sgJEV=(DsaUs; zZmBT-k0ekBhx-e3Afvn>X5WxO@QQeOC_Z(3ZI4E=*psBAnKPC4;UWfWledfT5i^TD zgMNWh3%j7Y8p>76uXRJFSLwF+1)<(w@~6|Qtdp##3(p=uO6X0xo77=}`F(Kd{b8s) zCePn8l~?lHnw{iN4G=MDGj&_Fov*6#O%H&odDQpF4JqbGHpO@p>HK9LFV-~&gmx_8Ue8e>*KOQOHvfO$MvOJsU4w>qcp;Rk+JZP!(NUx%7CLW4M zjqDWa9YsMAW|bHS>;uWr|67r{YU{gJ@i6zuyhKjY=El88+{4*1S$F- z5_1K=nJ_YPd&Il(Bko=#Suz6$jKcXJ*(<~~fPszgVZ&r+Ro8#6>oHaFK&tfs0pcJFtaG~T*vorVyfpkm=tL9Q~ z=7e1pJt8^z%CIJ%QmIFQGfd7|hwjf<%WscA_6*bM7~i_F?DOde@hw7iBR15?=G1A` z!@yF@Q|5SX-B%_`0Th4iMZwPd*s(oj;3biBgLKC>6;X5&LA0^ukaQ-!L|N=)iKO+X zpG3mIGutE#C!&>3BXVr1rXkE?;8X#YJfX8w1p9e!TYkTBy+)z`wC~fwxG&(zUKkud z7BM}<_dzDr3ES0u$~vP<58iV6kB<+I_OCZ1Ygv{viVP|Sl;_nSw2k%~dly&Hj~-F& z1p&-muo8kX9M})1p9l5`!A4euP?RC-Fy4mD*gy!?AY%isk`DjYr!8HnxbzHjfh`dC z{@4{~JQ!9>%}MJ}iJ3JHnJuZ##5copJPnukQ}4odOX$K)h9WgVsqEe%N#_slYbqYk zYLN+nMrg|2&N3fKT2@Xp|J202*lIYTl79x&@iF3r68>n0N^#=%IDw!5 z`zb+(tGCoQy7cCLX(C!H3L)`J zl-{t7-p>ab;M~_%b%>fcPm>CiMP%uCf3?}pW4)QLvLWyAt#=$PUf_%j z6*JcCGXK)2v)>k4Dd~XNLEh#4--EYm_YiDHA6QPhmjapa8 z%IM!_ee`9cnNs9T<5Ez`KlY{)Kd2J85yoywcB63tsf!f%9P~+ds}$*rCDT-Ag4^cN zWQvD;jANr~PNXObo79^TVSDk5OiMy$MIGrz`;%#E6q7%F*zYkaPw1lT4AohtYG#ME z^e2_c#3XBex5sU6^YsqMT$`~v@cU`wR&H{q{%VCK$o*R1SiWG(6DPIs00bpLUP^2x z=O-9(^?Jr$5p%N}3)WGJjH-P0eqL6A=e4szWuN63R}fZv(TXg65&p_CR?7b%UC=1i zlaHM%9k~dmx3m3?ue2uKE`LtzIsUE`AzUMXa zky#)Fu3|Y^NdeD%3|)SHYdp0i&GzGq^rnTD)DCiQNX5YC<=hma)JNWX*21=WPz0ZY zlG(e$h6X;brlk9jvNJ2EStUy&L;@?(O}&itN!WuF=~M#1YW&gcs_gWlwkY(@m1 zFWR4IcsB-&RDbPheEPcuJ@UB27%{0b!hF7ta>jZ?KKcBB#P8q2ba`;C=Y(j*?$!m1 zF2WR#ckAI_3*PtcA(`eRaD(69zRytrBPK0o^-J!WZV@33c|5`8hc&du?+Da6+G+y`b?WZdun zk_A^Zb;X?MsWM`dtlDmO*A4ky zuUgN~eUaIr+4p>f@DAK|&iO^zQ?rwm8s;_~WK^)7Bbp3;XNT$MOKloGzP~xaHIGkM zQ}Vl3$M0ItuF`(bdqqx5I*(yGy*9#}eKUB%+4NZ*MfJrFsRNUhdn7lo*XRF1!qB{J z8s-%71*}{y7T$!6@j69XG?!Wkeb!xrS1u8(Ef3Y=iM#==?np)-L)e*5MChL)PG{G} zH@CormVAf{FLoe_E@Hv)>lZ<3w^jB9=7M_w&ah-ydNUBL>R>lD%*XCVC_N#numq0< z?_J~IlKB9(b;NpIAr*)b*1F=6M;&=Dx&MnZ^l+H<p}3Io7^dn%*no+m^lDS!VP_y7Apqq44cj@mrgs~|LNlz}^6&ClnNONsM8s-3VH?H{Np?kn zblT-eJmx~|bKGrh6!QP!>bnD)O1igq*MhE!1r>oHDhetfARq}td7d*O zB(aCU6Me+O?0oTC_-U?aM3AKs*bjE!{haFO05&mK_k-=A#?A;=2H5OGUWtwh-E)fg zkT+hf;MnIU<+YK4w)*Gkx5R^_B>CcQuvw*GuVc6ylJ**2dRTm7rAQ_)3gHH`Oxg-c zJ&{_c{XEd;wfce|Wxaxh?aE#(KC4J|A9;^AR3FQc{wvuc=1E$sA;F^SMnTvM#5Ulv zW@JRWI}JFGdaFD`i+4SWb{`UhV~s#}6!zh!Z)_tR21|I(7HNk6ZRZ@Y7Y%d2ODvD# zfi;N(Ke*r_+%#@0p>QV&$h7IYR1g-*cPF5Fc%zi+ei-2dT%92+W;GzT1M9#OpW+@F zVx-=}FiiOd%Z=D=C3vteBf1GH0~51a2-p@h3d_~aiSCp?$9q?H4oPilWKPqfEN?+F%?4V12kcTQl6p z6`rjT%K&6XKk&wC6FNPyb~7(M*iMukg^xi4pwBIdVfzVRnl>g}9z9)uk~@oSKdqBa zYJ`gZ6_nY!y1ITQK*@6gU&$#>+#ZqiNR8gQQ5pRG-d-K*&s?9gBH;muD8|=5Nd~j{ zUIr3{9Wco@b>Ut*1?(;9WfvBWBHb?x0)2Skn)zM!6M=MX%tsmYIg0}Xd#Ner)uiJ+ zNr))mYn7v%-Cl#3h`Ose^3GpxChm>97l~K~gs^L1IN7S)S5fZGVN!u8CQV00;UhD;WFWVOSQj$ z+}xA2bR4UElY8yiRl#shLgG4iEK16g#s{ab>?34RYK9s~CR~s(!+C|`({RFs_kNj9 zgw|`MDtL93&snCG7A;?^H(`_GQx*zckXYUPz-rcQz$ZofKSxp+&%xhcE^44z;lfOq zt>24`xgd_pb+|ahGfRPp^JMNL zg3>A~PjOI}HDN)%AUD39=?aH3y+%OhW>rU_`xaOu3s7_}%$2k~b+r`OU-n3-&*A5A@+m(^9FFREzgjQ9tAY$ z04JO)nHqoSCkm>XOIDh!yI|jcsUFHmFmfKi{k0yN^g#2Ydw+6({ zh^hKd;#y0bF57_9D|GHJjT??XSg9K?5)4i%j9%@&7A6*2f8nUF4*kn$_0R&JB$$-L zWK6E9g&3`2f>L-H(aq)d_FJTzs+rF7mVyyRL17L=E5QgHx2etxmuHYUe{9GT?xuXE zfiExMZ1JQ2lIQsPE)r*%im>v;gVfzop$_&|f;C3!PL4L9foHgS@%5^vWIDDBUV92D z@EkN3o?@V5+f`GrrvYRUTE`P|U7l$)To|bVY#pYHn-9t^et0?Ea-*zTy~1gdGauAnoj`6V|tT_j{(6v!>Lp2s$0gsdWRdA4LvPiOwA3hKKOG_+e?jFUEUwvS~ z@8$%K?2a0?hx+RBWzZ;8Y*R~?BQxpHbzoO3&?4?Hr%dcs9b1aiSU%pS;>LW&i25UF zL2Vzv4@lN8X#7*VeEd1E3#dD<9{Bdre~0D!T;D$htGB{M@YqwIBzzy6RG&l}s@C0q zJb*wo&S?A-xUvtRr-D>?=Xd4>gb6`T8v18%|DDcT@z?<+gHPH$Kqyowc+r{rncriE zIW_2r=EsFH=S1^6@KC5ir2E%A^S@xDK}U#|Nj|FImrwnB$^SV3Vo}cc0zvk+f}&*K z<(^NHWFQLJ$#}Q+x$h{c=B1AFsvXpNai~lwDEIQWtY305hakB@z*UtfW|Te&$cMJg2g1P?&Y}=eH<02^;wi_%ukxALsT`mfYmxv?4l&?&|_PaQY zJ|9%L3uMHk)Y)Gcy}w!V_J|SBFX2=oE<_%O{g#s=PfY>nQ)0C518g&RJsZ^Pb6|GC zZwZRS*I*UE*53Rx19(6fCGU*@Ab9Nl4&c$?lf)UR&v&)P%-jb3BZ?UP5O~O0l>n&7 z%GWRk=~8ujfKO;!1bo8p7-+;VrIJrbQUsmz75vja6R&mQmR3n%T27rCkgg`9~q^{w;L^} zv}f}4l_D_!#KOL$d|K6bvCNJBHkJ)^0hqIL(G1?c9W?)(34daL9{>lGdEmPnKEo~z zgvYS|^)H^3W7J;&ejf;M<3U#{BvrNrB0Stxt#E{R_q|BTVwbJ8F4wsynpb+t*KsoW z^Rg`JE#_hj+c03LX2z^%HR03?SbDh-4{K%3zQ>?H&Vb*u78p`^SnBJOdkexmBTu_t zS#V4$japgc8zpLq7SAm60rP$(&hM~rT{P?%}u zT>Nw3j>CI@0A@39VxsCf2(_IepI>O1=65Jhc#P+l0$JoeuHQV{fWa!_1g+^(K}e;+ zHEiuhi?i<@AtIlG4<;w^ptL#Gx~t#{4fx`c8Ia;gUV@_C8{lyAm5h|;qJ1m~fe`2Y z;b!7UL`-eNxnclrMyvW1gnm2^6tbuJ1FsKWph=2hZOIpz;;Xt+c7KaY(2=m*uHl6G zSycb=)EFDcZD2taJwLtgj%4mI4C@fRS{|zSM3&kQ`3>w>t~3Z06HpHi?#K=qYN z&`YZsKClIP7MA2T!u^PyetyGCV4Eb+HtAOjoC_akc=$Ybc={BM0q;cj&tQ(Q*5ATD zPn{@=uPxYvGmiqoNY+xnB|DdN7yeF!k<-8aPE4(t6hn2;st@`tH0GrC07pe_gAPbk z^l=-LS|M$|l-5RCwegdNyPuT_ouB>~!|F^!wfUe5R`@)-+v4?V5r=_l5!xme6{=AZ zbVEphrnoTsI2YMywddjCg*omCVdyj2a z(VNRu4>ws{T8U#(YiW86_1c`_B$wQ&u=I}WbJ!4ofbJ6&mz`xtOGQRjEwrvfVhT4-M+>^?~WS0a;`XSq!a$h4_O5HhkQ6FyG91X!F zr={Lj4i`vzsK>c$lPnFp3|ibR_W}OG=cxQ#1qlK#B^9-lI$WN!o}7{;BTZ5pj>!SR zvOV+5iLshxa0(L zS{wc@8D(j3N}Jf+ja6r4(EjCj$dR^5#nnNjjXfn~?>OD+Qo0vZ6ish!I2$3N5R?vK z#xT=i4gD;nYo+-yNH%sq*1H5?A0;qQI=R%rxL%SY4e;l^23exPiLAhw`b;4 z&+lqZDWKd>R2Q(*iv2EL1Od7i+)V(W-6ZIOK-h%0$&z^S2Fg2*oft~fako$57u<8R zy+tK_@yfeD{n!tjmOMS#mn=rm`<_Vn##Zv($f%iazphr)6my_N=MldG|M>0~NfK;A zC7(t{E6C9;BCq&eNolmbrgfj;J5IE|9OjX9E%sA_Z^WG{n4D2_#!maCig_!gg|$6w5pUhPWiF-I2qiFR#y&z3RZG@z7m*WE<0fT%Up3p(pRKW4F_#gF|oiXy2p3_ zE$Z1kWY^Z>`P@oAy^L3jHo!E;>gRH$?0R>tix~TFWVM}B!y((<%L;b_+I;l2(#x

    ;S`S(>C!@s8_k+3YiYExZSt-IW&HN14|rEl=z__&WNOb~Xi-+{Wc!n}2TmWj zxmN41$=Lm6O!L6=Ib_UqKrQ)@*B%%eQBU~w1Cwe@)T~uya)YTkVf8*+oYHARIL5he zg!|U~TrDi_hszD!2U>Aej&}kL;#Mp>dLN9GuCE_&p3Yf(QTE9aRcS~4C-l34vkdfDJJAKGnM9YQ@2okWamYAsV&YK2dR%Bhdwvycd zM_EWez;EMd-L>+ei(jrSG2M2=lgrvliw152=S0(lcYfP$10Vh7bsLc@N#;mBlDMGIZ7s zd_%tHl5g9t-O0xCr<7xNF_ocNr2^7}FXojp$9iRLWZh1=A$eBpW;^d(o&ZDnH-^Nj{QvyyznMv?5v8g8<&r;VWT}NeaJ$JKHROyUpF|n9K&EFThetE|v3ck^RRh zX>!)lYwx(Mdhyd ztq5y|=^e8U!L!V698IU$@D$TZ8i)Ir= z9$jA`qkEg^k6HH&>Fc2~V{HXHC+Q8S|B#6#c%nhfR;*AxCViY6Z^vX z^J-I-$q!}iv>LhJuoWg0{q-r*(S|N9D6BUaX0Hjx5hDKF9HI6rKkpcIy9#a+)wCh3 zq6#a^qpT#+w%)1CYrPx11|pvO=VMUNpgMjfT-ACd=dfIUV~=Cibj?4012rn2FU-Yk zRjnX?tzzA;&+}T|y;IVhiyy0N9sP6QQS5cKUbI}Sc3$|j?fk6!JLxQj>LbLtr| z8(hm$CdI0bFv=i}S7R=iH@cq|oB^g7K4j|9?OE zH~Cw_ZkwwQ`Zi3YeB#U{&$O)9-sFq%H-nkS(p+_Oc6ddjJ#0<_9eK5=q}P5HTI`jh zTD(qk?t!-p4q>t(b+5&yM9T$yr95iTG9|Rv(LQm$_)q*y*1zJi(0ypm2)no04Os&j zJJ8w|&J+dLkKdGg}VYx*^BA+n9;()~=ktXV*X^3%XE7kA4u}Ze#QJHpN zUWRVkf{#7rzmGk|_TrFA4^`&A&0aJg79z?h&dj2|Sg^FfrreK&U*UD_#_R>~fh1kY zfTyqsGxd|}ey!w~sDQIDk0A@NmnOf8QoYRGD-ZVA1TyZp(DE|n=jwKz$tk-5#eNWQyaYFSgY6oKn?H)L07d=AxQowMx=jxj^IU>0h z3X5C5wk@#_-8U+*Z2>z;eu773I+DM9$+nDF61~;^$s<*sXYo04W5Ze5HK^IG*!2Py z)TM<+m89s#iJ(4L&0Ts0Z9A=-OiJQ+vPsi9urEE9k8|yAjcRs#=83q9`v~4uo5hXc z`W2b9MDJjTPm$nK=srRAk+EQUzuDZ)GOIvKvW$#)2>@1)`~VWz&f^gKq3Co;?%*pQ zkx50FO~OVFvR%ev$ouizEu4KY>k9b^1~qk@@Sai-O~2Vy_dVvLQ_kPu32=25uGlYC zwSm%n4p2KpOV5end7zg+ABV`{uw;@M^O2y~w+o?NgiS!bUIQLiVbtd|L#++2#ZuL4 z8H;dFk%O+p34x+GmR@?EHtC6S;xT>~&h~kH{cFs}9??Ir0L(+L8d!AJu^Eg0QQ7|4 z!lCw0aNLYHC1P^@72t4a`S%H>s} zm?(zI4XDDvC5kNtV2716A?X4k#7n5vhrp`1`VI}HjiZqvfAQG!@y?Q_@k#3mh|eda zT91;(^@xooVpwS>6ODNs0V&9brph=0P&ALdY0&rh0pB6ra{ahQM6|-^BnfI5P?M#c z5KZj{P})!VkRDZs#n6)x0Os1zQi=0*O5j32(Yya%0(k)_T>{Lqk!trp`YYTuA-bRV=*QyU;WRf_lSg@a-(cUsns(cKA*f{%4xc8za?bkl@ zP5B?cuj7^IqUc{6Snb52B!oIr;DY}ND)%eYS-@-B+`zt~(@~IIr30SNm8t=&X>-ea zf}9WR@ta%TFSySDowl*#JU+Yf^LOjdm7*j79Te=6Q+c8K%255&{%s+OR}vpZ{nsKL z03$ayscNI%fe`2p+H#ZjdHZ|QR*v+wz&g{02r4rUQ)q<(@P+v31%bpsFv8U2Nv9x;3+Fm%bzx4$h9p@K z264}WrKx})T6e(=_-%{^*!?*gUEh5{glt(wGMcYTg}_&B^`{!hTd4+8Z)P1PX$K5P7^Wq?l1m-NEXjn z9suS=;R(c-cymhuh_6n&*F)D_-0ek2fHqu?41}#d%%cyal&DG<+$$-FJJLf=9EH8s z9vT|Z4T^r7QZMe|6(FhRfBl8bF%Dg7@S#rJWQDJ9?@Qq<_pNAhpg-0JgZ9+9H+B)c z`;!YALw!C{8~ib5y4g^#De?(4eO04s*=zjSq8Q)um(bi-Z>C5;=C<6Rjl+HgbDu;2 z8ef$U?2KSWrwtU?24s1j>opAwg5Ay!#FXk)H~C@=Jau$AZP;VDFQz-4)!dk3KZLh1 ze0zxsVCrHkXwa3iwTIe{#vpYWhQy<&@p$E~am8|99{{*#&er=$Mv`DF+C#TCCrwwK z_Bk~x95#bez;8@WX8t_B%Rl8gL`0i@TS32abjl$6-S}R`=ns?*M;{;OQiE ziNr>`isvUCUwLVd(r%lVPnWO$ckcL6_GoOSefaX3E>?j`9dZkoD;8Yyep0ytSyQD| z>z6Ng1zo@3e8ovnJ0M^PT+VZypl2jmVv;*^kjl|e#D#;5T?Knz*?%*{ySuIYN?at} zhAO8U0f*}&fCqcA@bo>$QkLNEwK|3oI??m*e!M$;br`yQ8n_{58xAWay{Q5ip9_#N zww94U&ED6z9av(6C_)3Qd_^E9~$>muh7V*s#~RUhh9l# z3Z*s;FCG8aVin8PK3Xh87gbGlF7#I)d8ZJAkLUyA`t5#o%KbaqaJ2ud8pnXX{2Cv@ z^E>05947-}Qu6Js0rbs3vAQ|bj|f5r*-;J2L2%*1Vm;6%vqi?%#)CTXH*R|V_ z632oT6b}$=;km01vFm|l1FZSW6~y*Zl+OdUhH@j*$-3)HQ>*3RqH=pm({M)wpj4Pe z2U@9|AZ*@%4Oaz0Zjz*XXTf`-+!#*%*JJ?l*~J`H=FU$X4Jwl)x?Fh_gYt1h#QVG! zvg(cjpg*g`@zycti5vdWA!YgxNhhG2sRl=Yn)~ zW~uOk;%~r@`72%9Z$N_|`cK;Mee5Vh>c2FAMm{77{ih6qi)Q#=apt;po?Z;DB-UMg zPyteotND`;_=iy1?5h;(U)V#Eprs01oet>P5i3%)jj)GK&!S5(3XC6+_CWpzoe^0^ zH+Z!dPO{_!kl0TKgTPS>%8$92sRqKWBPX+y$4&YedTUvJss+O(3B|TWX5NC zPjxGBE2697y&rzDSlw4AzL@9RSh<qEgc8Up`L7JvsgB) zVK2l%LU0XMo*#uTC|p42j%w}ziUB6Ppw|zjH0pQa?@9ni+jAW%XxOPREB@4$fiNdQ zsSXA0#5s32pM$?!@)gKKpGx{>3n^MWIW-6MA(P^gW8Z|h0}1F}P&m<(kO-$p{)yGX zq_{c>bsw~Qu`D>=iBHs+K;Af#o@ug|FVBU z!P@F8fGla;F3RJQmI+d5I91zQb`|@8morrxn2#*&3&*3w)rzY-;=DE{YX4068NcV& zV0Ja1&{~G(LSY|<^Ty>aE;Ps?IGNEZXdqX@lEgNjgho6%WX3^Ny7=$XAw+ph| zVM?A-zvkf2mt-D7b2w+hjFu&z=VXA*(l`1<3mO4tefWDbg8vRM179BoEz|&T=&!kU zZgi<)bLPyY%91-X={qXGqzWE+_Q+-#K#;!={+c#tZySFvXh!`*y@LTi^xt$`HoqYy zWck|F#Ni~4n)^HC&(3;tZDhomsXu=Vy7d^=#q^qL%U-WkOYx30R{UbO! z$`5f}E!aYZe9HOV_9hpl>eh$;i94eKr4#s5KWXhkA4Ap7R5nJ^r|f|nQF8>YvHSit zh!&MN^!<}cb!%>!zNib#n^Y4wbd`G)+%_l8Dq)U0n@)nbJQ_5wM80nqwVPa2boytB z&b#djVIjjiysP~uiI3v<5YQ#&I+Ef+WABzH=Dsk$(4B2Z;PLbczv;T!`irFV%;eb@fo1ha|Uy|nHG`dJmT)@46YrcLd$ zKr5vL@1x9_-KdjLlSiFK%xanojj$1LOJ!Bp8qfE`_K4!bkO~CRNotlj%R}nt-UVU< zDN0uzZIYoBm+8M^NbQ$_GcQUutgkh9`bQj4H@OprDH2|6I9xH(h|rylyBcr64$F!+ zp0qx(XT0}sEflQfbhUTtxNWtIUb~NnY(yHHug^HlWn^j2Xs$&*Le_Lj{*!HNI26ri zx1Sz=W`GyDrbYB&)^dbrCZ8 zGY{tj18l-dLS}46+DW^kvoY7(JD0EPwHHIap7e`%Y*MR+a=gFLPiPr1ka}8-_mCSY z+A76mc-04L;1y_~6%g6=LA!MPC4FG*HtSNFn9~xlD^xL?O?clSE;}GI`LsdH=I8=n z)W7_>;nA{30Xe=fduZXaa--2)2AS`0mo-Mat($U8F04T>E5I{Z=aye4VX!R7q&q|@ zy_82ibFKHGEHwR>51GL}EE_}r0U`KtL_x3Um4NXHc7gyoc(un>By@4SWvFb~pW2{I zQ&r6HELm)9F)v$lU#)twvpDC^PL)H;0tQ1)eWlyyQB6wk7lT{OOPBpA4K9sG=F93# zldMqO-x{3eF@LJN9T&Hxuu@)!TAhw7<66Kh`xbugv_rfZ- zObH9sR2jUMMrBP;u=hNgQ+4T_yF4$?S8YJ4p7snFD-%^U?$ZA1bQa^3x8~_P*4vmQ zflB)7bONIa(w<{I>8i%G=u!Ewsv8FDah)~uBd3}2bld71Jym}K%aTMRvy2aoI zOoHaHZkB|>u2o{$PF?@P>V+;7MFWZzVXNMPtRW(;H|NrQl_57LK~7pz2K}acpJiHN z*SR2>d|_gfphCrN0L${Z$A&7%6R_k7@J|QwRf4k8Got&5F!mWKT^+lm6xDocgNZz? z+v*W0T>&FiVg=9_C|Pyq_sP@?E^}(r3Z>K&P~|5G?d`qv?_|b~IllmYh~Nv!Qx7mB zG(YkV2Jo|A$*?jB;;UJ)(BA@i$ba1c7@ZfGMa1%)f+Gij#v7fPUPNw9qPQR}9hF^* zep@?)@+>aLQl~tj=#m2;h$){fuK$CR=rI*a3hu&ZjQXgop)a zh<$?qyGzwQRs9$)Wfm`62pePi4%LJ4o0spEyiuIEt2c>qDY|R#C8A}JCwC(NDPkT2 z*bguz5<}o~3ePvNK1zLEF_cS?EfItjB5#`_GcsUZoZl>O9I29fPBKD*yweTfm>{4}hKy1~*j!AAa&N$F z#DU0hQk=;)YSFryv5EnZ`#A>&%v-LGc`~4JP5_pb1Vzwa;R*L|Flt{U`K?U;77${+ zUYu2m_AmH9rI3dhU%*GteE0jlN<<0N4M@@=SM_M4%|7rySyRpU`EYt!SL!<0bR*O3 z+&yRn7U%~D=MwNkBXMxw2*=de=Hv+tZwupJ^iD_PQECK-|L z&0=70F&uZ2RRooKZY#(&rsrrpof7XY_%;v@AUUcD>j(5{zkl1HQaeTj-b%Ns|Mb!} zofXRi!FfD}Pih6A6)*+hcM82dcG$b`;kgmPU1vP%+i^G9m_m$@Fgh<@T@CmZ>$Ul{ zWIAb!a*J$dw#v=U=W-uXV`M*chqOGOGkZakR{gqc+d#;SUCc~@ZilrzM?1Zs-Bz`q z^-IkEjQm6xD@+8h+PKe{V>c<5Ckxy0O#E0_`k$ra6`Y4v%>MpBd+j;OYr#Yv~!d-TUL3{I)OQm}4Cm<(4cLL;G zNbxUSSO~1b&gDRBNOuzG*p?8`gTd)T7u*F=*e#F)RNkZ8+QbHH*{W2&_oMHg+1Bi9 zxxg3EaP;Z5oKxbl>a6`9`IlAvJFmFZK<>+ib59$jK=0W5Dk#Cr3eU7SozqEnQ3QyH zpIJR(J<8WW*%9FWfAKZl)P`gW34V`{97wsVHTPb2msWZe*5v?@d)p)b@SAW&m%;mw zWQaMyok+Nd_6(u5Vxk8a4igI6FuK_{artZ;T@}Z7OSM<$tnn2CVi(vKI=)-qime*0 zG2h+tM-}GN7?ao(D4aInc^r@rJx9iBUe!*=0TAF)ysx+O=tuU^x~=S5KkNQ290=iJ zT9S<9UNiV)RV|nbl7uDqVqt|&QsA90qnaIsA-*u>qwhOWXRPKQ&-lbRoKadcMfZ`^Q&{6*I6UJb`f$1(MRCU~Il`DPJ1{g$a3sk9P7*I{2x` zF5d^CA)I8P&6Ek$V73{s0Ct|i+=l9e06Y3iNy0!HO9G@uJwd3os9`UerDISX;A3by z$_3Q{0g!C--cGtN%zopz7#>ZjnTkmca$F3jGz%N$fwS&4XWe>`FS9^B=$k=isC*M! zk<{++`4RhccoOzCH;9_!`S4-$7B=06uH-%xWc%u^_BlJYct&zvM{eI|DO;o|w! zZAGhEqUy9i{EbY5NPkU~Y3N9M?RM)h9{pNp7Lj%I(|n!_9%;L<%zN>j-4Dh<6jK2; zcn9N8T*dT6tvvq2A)vi6y-6vLHh!X<=Gs`*J~nu;ArN~T)138DS1K*Y9nX*T-9EI< z>aVTk+p7mLMgdgfR2DhBtXh&C86tnFZ^&(S{Cs$}clmQix4p~0G0p9oxW}(o&5IOK z-V9|b&x4c1udS9eM$4I?7Kv8!O{X1x`yTyuO7`H7=*G06wRdI9?_#;e@w3wITCXds zmqyX{{zqsCk*d}Vtx7rN3a!%iN_M4#DMlnkT<1%il$bgQ7WV;tz`MG9$UC;J=-eSj z<2n9Y)PJ67AAAyUYH{Xfyhh@an%IV;Htg(za9MPydls>TjnJX5nmdzqW^dBRy<~Wi zZx548xBhzt3rMeh?9Qc@m=Ps|@q2Hw8XoZO$(V84gWqvt-E0#52ClJ9&W_)=c#26- zsUS*sJ(L^T|E|Z)wfRHS**@L$@@pP?5}y1Aq+S7gDn-%bY%1GSkAz+@3-R`mX{zTa zwtdOIZzu$V{fa(pkZd#AQ(P^?o;**uwRI$&O?Pdc^9b1cEzxPo_syjCle?Z<^E`J6 zgM%iZka)gB+UoD-Og=D-mAW1{Ehrkxaa+G67q8;G>8D-JE!{Qil3fI{!!aH)$kRR^ zj5TF-rv;(@xd;z~In$X7@p@JH^k>muTA_#_?JwgU_333dDI;GJ+&4z-KgEiw(XXYpm`_;+!jjP)B^fI6P`tu*KG?8_E2E4)`VH@tv&nHmn6z2H6`otJE!Tw zSxVzd=*aio(oUI_@xbj%{XM9jL26wYh(!RN-1H>QAxVsOr0EkWJgMqjhehI~k3?5l zd)UeJ#7c#(^M9sv@8m%kV_jEM)x1HS52LJa=k|JBYkNyHdIL}}t zW(n#P`YP#5f$WqA&dlH};WbR~Y+#t@%`*XWK`*tz8Gy(oS}K5etTppjFIi zu!OHHn>`uRF6?B_^y;Cm^PImX_FzI8U$+q8{tTh@q0wXbiq;nXQ5lOQ8MfxfXS92{ z3yG5Z0+&p`Ba|W}hVMq`ciAmD)hIYRkUAqeB5i@ zM&Xw>*XlciAYFCFDzl%*!1bGx;p){ohvvq1_y~4iGK3SV)WPj}h0}>i2tt)AU7*nKaTu+BK9+40;LZkl2QsZAEVu>%c9+hK7xkQ zdT_#G6h~GU2roD#3h3IJu}~xpm%r((qSl99AzMu;IFTa;yZiXEEA1^@(^`f3~fO0nP9Y6YXl+(G`sL z+*PMt3;Le-7+t8~ArRgtcCbPai}#pq%y8pKG76!aLdR02IpxzC3Q-NxA__Cuq@hI5RFLM}3-l&4*iv|_F!x<4$A#J)5tZ2U zcg?S?U@LM@%s(;kL?&TXLmW2BR=QgLg1X}|ZmcwbPGE~YTG3b91758C+rS%zP?i1z zzA72(4mK-v5x62OT(Z1AR$aMSK^u>S?<8>(aP2+3UuO)>yBT=cfQ@1o+x6-=n6&8b8@iDmC881=Ajy==RE66p4kU<4emqw1h zWcLBnK8Op_2&*3I6?6_V`5xfl&qRFJsTN zorYx$Ul)x#4z=s!!SwwxI3<7279JS^*mKDDD9u@)M<7`0N~jLC-i0|r&%zW(O?xcGvv!zj(d>QRcrwDH&vuqm5;^WD)Ob1W!H zx^?Zfc}bbm+gi|{rojwH|AEnadfckW_sV9J9$MALrIME6DChFA1SZ+ce_->zgk7KS z(!wK{KUG(}mv@3j(b^E-OU3;0tED#RK9}oHKAx$WwF7bNF2qV`aIsSJyC`#^FT?UG zW=6&k z(asHZ4*Pcff5j0iK-1AsJ?;Q`d|*i~>z%?cQ8kfOI`Y*jFF~KJ!^s8K8;x(=b#%== z8&pkhV2yX|@=V_z1C1RMH-n*(9%Ptp4w*hVPX_Y>F|Xh;H+gd?Jr3##3dHqgwm0SX z^_PGOX+d5|Ma=f*d@kB8#L56Mpp?}+!A_oITwvv*!B{vfOnS^Qwt%tNS)Awj{r7|E z{WO@&85r=m9>OZ3%;n4UHy#b*Z!j<$kM)XiL&3(lLmWAk|L(JOHxz_=@;~ENmby6* zs>sVk^Z%`2OuO&Hd4N3WafQFN-{=Z>Z%nc|@6AJ%l8E2$h{o^!7LGZ6j4)3E&sMA7 zt?j=NWzD^F`2C6ukON<=EPsVTPZy{aPJ#xA1ig*!5|>3cp22-ZxkLX`Bme3?j!yrl zbA6dtt>+jbs2t9_RYx;}en1)X z@;X)hjrma#k(7#KhbL!Q>5W?&do=NWzV(_jKX15pR~9Kf`V{4qAAP1Fr)z)dIVm)j z*2jy(dPl-m`nQ?#b~lw65Dz-_pW>>vyPO`RLF?PkWBEvei|!lfkDBmP1O(Qu;|LNI zEf~ttkx=gkQC6x1rH@-75f`WwF6Bdp^uGNv^$Hyd7ZiFjIOSx(!C8&_JwRv^Cv{?B ziP$z3ijjgLXtm1=A>uf304cC2px+Va5r4Ghtf+*_9YfL`oX2o8BG>!9-^BwYZ zs-lMc>3@?rw`G^e!UIo)f_nf69ryiB^gz7uD}*{@?W_noKGYiq{&%MH0i&Ei_n@L@a5GY{v0es+54O&I7)&Ij*_TZprmhH68G~(AlK5dNEU4Z zVsoqD2j(MLgRjb`_euxXS~h@aW1XwV0h@b1C)SL%+TL^U`3+c3-@v z*9_?My=B{k&}Rij199k($LJiWb|7-hs_P+$G{;thfK00Ae%+rv&Qj2+;gqkt#QNC< z;-M9ktJa;wI#_B>G?LGV(qC z+Vq0#Q8DrXPTbI_?=D`-Vb$vjytUFhiLi|%D_|Q9&ig2adH}!|(q~xaY!Xa;Uo_%e zEA@vDKeNeSNHcO?DbcJNLJfk3#+-fl!{3tWh?@b&kx;f;!-WI1b{gx~7r=EjOn_{*1B0oP^x6NGZ zEC4*WoD@oJv=r~0$stu2c}Dm9j|QgX@AVh3^*^iAO3nb^^{P35ZAE670}3yQM~t1Z z6p$wnVTD3~ecZJAoVTwOu!#_HR*!ZTC(;>p7Y5s=H?Wbb$xvR2BDzII9(mZemAxNO z1gjl&Xzx~iz*jd-0qjE4o3NO`5pF&n`!dyeO97{{*@uu3)_tWe*a0R(cw`2_7cnaD z0c}xLKmdIm{K6xtEq00KI}kLk4q26dz8C0|LhTi@dUgf+ zv~m624aAv2q+?#QqdgyURk(P6Gy19v11xu;l56|>-Yto8e$a>&tNZ)lnxW5VfWO_H z9{?XJy+17?@-NG4q;#P*GiY77xFD{(;V3{$o?jbOjH_rkch`Q4+)Dj0#i7!lU}!Jg zGgg^h;lYBhIi=Vwl}NA$@a20utdYlaGP@rhZnlwilhv(W0RYi|%?5VZ78V@rx;uGS zG06|r!XX}vE!{F3*a_|*0r!QOPp8+uW@UDU#=gK0efTjnp?^!5;F<#>AT8O)RhS=^ z;{+&5CR-noPL1!3ms8jDAUeZx&bjpI9dfSXB-@)F z2vsL zx+PEf5s@~4=On%)gcdY{s6-^n!bH_AYEC}&#^NjA)QBXv4u(=T)L0>x0 zo3Htv?kA1hIesHRW}sS47ZHnm+);WdVfDpOc%JBzfB7L%zOPulnZ{~iL9;Ge4hw(E zeFbA1H|wHC+Syq;^|P%02m>E#l{+47*q)ak*Yb^ZsOreLLX0mOoybEOOrXV^7BXXk z)5FxG(b?zMx~ule;rYp@ zxZDkr7Gi7{%Hwg{k*74^0`t% zEoSPqY)A1nt@d(wX))k&=YF`+;7B2Gn&3L@{uZrT9;h0;A98J(QgY3gec?Av%b z{R70g(kyyweA!!YvQCFMO`#WKGP_FFwJnZKv?#kNOm9~}c`VqvW~IFe*sn4@#gw>% z>zuE0dfRXs5E|$09|0DV$)K78xLdfA_q5|WZVDV26#EXm!xj0+F#TGA@Po16?elV6 za;$bpN9;{b5+aFtl4xymYR`?3k<O@knsFA}@Zi7{J_i?L{ zTUA$N%O*3}T<*>LEW4B+fBP2iH#zU#7<(KXjd)?q_*z6DGhY6K-LrkT26YJnzT`GX zUJSerL_G2WrVEZhH9Z&zodaD)A@{SWK{txPX%Ub@cJX@7xAxoyOESo-J6?4vJq8yE zg1SQD+_rLcx&a_HXiBr-?yzxuTCp%#eSubCl(Sgf4FzAcjtb0{kZNBl`RF7 zb=f!&*)$xuY~uw77y+>;P)`liBM~PTRJEXUafHCBHerNiDQ*w2*78hZD%W>X4I$t` zjS9g|T#DNr3Ng{0nQtwt@3FNud0Ks3@9d&DLrS3_Z}mPm)>K-go8cAqSA$DlfWu_4 zbPYEZRc-;JEmIn>;0Mp!3?r$3kht32QGuV=KWv+;VN4zDi8q65lI;Udqa^X z>%HB(kcSof`+l|>?rJy=iFzVkV>VXwy5Il^Ljkh6kdFl$(ESc37W&M^C&3q{6P`*8 zH4OmTv-w#lR7vCzuVCNDUqL{a4@3dhoEypkyc8xz@>i-R(qBWq*kZA4qtcqeW{zvD zj62gaBUI7NQsBb$yAe^a0*~)y{g)8*1pfdaNXtw_XLks;6|Bt{rjJoYcM)PqBqJ;y z0P7XM{0v4k%}mDYbcZ-}mj;F=MbGUdUnShADA>c}2`WCN;!BukQK_Jb2td~M|Ku#b zwpc>|0R8Ef;3V;Qd4wYBg*#HfDoKngO4BSrcX^kZ0sOt-gOvv~zfpWi1SN|H>LZ_O z48qfoc^jbcIDLlF?Qn_OtBZz+^%1Hy&6XyAK;j&`eQTn%@ zMQ|!WBi=|7gxHK(;~chwTJ*)4`3LZD)4HL!-lXR&D?GrxCd3HC{^FU`OUxZ7`hcV2 z?ejVnc7Z4jM1QBQrm`XR@D1-qizb{yCDhbT zQFM#Zh0l?`T%6plr-;vIfS=Fz7$<3k&h5Gie1k04!JH^Gwd^)0{y8JQaT;oPPqQ26 zV4t#*MM$q_GzreJKiK_nNNY9R%kv;qDO)Wk<$hcIdrk;ZX#o_Z10+@th(+oEvET?G zza&m9c4=AAsFRL&teu?JUp$NN&L95X%xR{cbGi^;`#h%^tF8x7kkim+pM@1DuIS_7 zEe`ETFlE(ktK0+~1Op-BsdPTp`wwMy#L%p>iFMSRt2T7V&k_jh?Xq<;;@azO1Xh9Lra-aJ zh3_Yw`+Wot9)u#@JWb~$b_@G~7=S=-3Z%b)g>0PLBc>kjnlNIl0ku%?U8ELVLSfDU;8iYcZhO|5Z!fwldjl0d;oO8CWzoHzY zI<^|8@$-1F@aU3rJywHIWha|u`XduN7bg@Ldv3Vo;2wZGv(j=}ecEzeF4kx+TIflv z?QT8m-5MY|6$LDtuO=jssNzV9!E^o|r?at<_!Mtx%1mCIwQMXO5-R@;i19q6rOOec z^`zyxdqjbZT{A=MO4ub+f*d8$2&}Kh%ww{5v>tRR(YW5H#m*hz4>tuX+TgwI$*(2^ zk*LMQ4f*1+-zVQ@_1O9_4g%8SLt-pp3(Zjp^eX357+r-kSF(AtWg|T zkZq@E3ZI6|W!=GY?{v=0`c1659X>1V?oi2%Ft=h0j_Ac}$Zt5wPqfy11zBf0?@Tb@ zWN3+|wSY5S$^;bW6f3JP16Hv_V>mVr^y!ppR_Ar}El?iQVwsmRz&aV`Hh90Y-}VJy zlqv-x{9{D}WA7*z&$`fIss*veTHs%=*(5Q?+fAr=8=y9tdXo!pH0P!P{y7{%DU?Dh zeK;}<1ELRDAH`1xUkt?M`%Xrn=D;yu^Ru)k@3)tEDtU`g$dS0kN<`9^<1Bws^4E}{ z#LThg@hjYAo{C-~T_AJ15)lV7&A7-}?4G`#l?UgS@&g9&?KLu){>AZf^yV^9n1%4t z?{e2{{MNNlnzf+iejh~ z9fajL$8?~cl1D0sn6e_L9F{aQK2edwB*mO7MddJ({5M2?GsW0HerDKBFngIs*11 zpkMadQhsx)DX0a*atWHZSo$@PdIB^UE_26I1{&|9SDv0)3{L58^8#gEn#OWq@^mjv zY_A2!i-f>7?86b8CZ@v%7+8$|@aV#^V@$>AF*5Z(CL?baNR3*Z2z?WC34n`Lclk~E zQZ3&T>MX5bT4CBC0r=rvnhS@shhHvMQ4r(VmnlPA4&zbVQ!_EMkx6s#oZ*-D-zbP= zb0VRR{tQ|QPxMYM-Kl~fbY-Z_v9#cz zaG;)LfsYPMfUu}7{LGo_t*`w2wcBSF8uxmN>^WdlG(|--K`VDkobSG?ndZ%Dc5?=a zmNVSakv}~HS;F~#@KOEih4zcVEHhpWZA=kaLO4b0EfxQ@dbm8nv-^sCw@K!GrFXZ& zVkQy&sUaml6n!3Ubc;{BcAhtL`k_g0#EFRdZr^zvbOO{&N@x+|*AkdHt8!9vvc@Y_ zklHrcb{cjD*Xuf7)uU%1QDrHG9%U8EREq|k8ZM7P-Q8NhxS7`Y6h2Wynpu9axG%c) zN6O|!!#J}!o7^mEl`hl?SyY&*YtY*cgCyunrL zD4Qaq(T+DD;c%9;fdZ<9b>tVwb}Y>)AcqRm2^UVh z+BW-b^YY=Gu_xE)k5$O)Vxr1oxA3m(q3krJXS+8qAIo`Pr#UgbH|7kToadvu6f1@+ z`!j?hG+{raSUEamg1c+pLudf%B(xh1wVnIAaq;2$mDG;*p+B*gPsDdnlJ_PQzckG# z{Fh#oY+q5MAoGJTi*umRizk$%W)E*!Hiaz6$jDK{iww(M+Pav!e&sdLuxGC8DU^d` zZ-S9UsIl7v6F2SRFK#_5G}~ERs-)EFk2d;ZXilJFN|rRSfE>PdV&Xez-L@=S0rT?| z2R)~t=>KEQW$7lPT^9>egRN1A<9&R|e-MYk6Ij zuuI4I3eEUR3xCSnL|?Az7@MmeS{V?s)SA@%N9l|&!p5({na%hc^sQ>Tt!j>9`6Y^J z(XlBo#ZHd!cbV;?fhoPbN-%me=))Tv@1;=darU}%L`g9mXJsxk-i~!PFilA`loDv+ zw`?hz`nd6(AMA^3gK5-fNRus#kbNpe5`mr+yc$7Dt;v$>A<)RN{JEhWv#`^Yib%*(nPPj!Vx;^SVQ@<-aP$Mcy(z}Yc90FJ5I48g+w(RUzGUy8b8+OJ?d`YPe z5mrq%{~I>J)w=KvF@AEB9m_}@3?@vH!ueh~( z*j5|=JybA2si`)e`Op~b{d7qw-xE0CosUrc>Hk$_+%auh$?D&KE!Jbn4>`xQ~y~d z{vb$U8+15{tw*|2{QxT|$GTlP>s(oxJ=k?sq>FuSvqayP9zF8R!P+3S0FTNhg~y;( zola6Z8>L{+M88~xd2xjzMjF+HcK{ay2n499LRo7ei`ep;@Su1tYGDUZev$0kf*h+C zb(C(zKZpE94~5q&Q~SR<<^`B1k=B9KDdSaKj5&8lil)z04S~m3FmDOi*MQqyv@*ch zxTq#pDv6@eu`pBmqrLnaltpZ;(rEd%VdH4K5RR`HPA0T39M0w#;a_r2K3&pq5s=8+ zXB{{CDc0v!@ezHMTTF#Y)xzn&m5%&cT2opM3;wM%vF6)(&*p!HbNzpZGioM(&*eA& zd#?T}bk*<48h`TFCJR8MR@5^8(%~bNnO&jqBfvBFl_OPxTj?yR^062=q00XGx?+QNkKto&l5ZL{m3{49b?XJ5k6TBvixu*rtd~M< zvV9*-iRy0y@~&hmNAQA^_YzOW=)^jM*B9M*eK{uKs-}CWE$zY?%pUh)L+HiMM*9e` z?e7MvUU=kJ7UqUW&Xn0?HZj0=BfBTS=Qx!HeRmq|vk$4Cjw!EU1|;#+T3kEqubyR|`tSmz_gkC~58gm`LUu3Y4d zdwT=s6ZkshtvISPaZrLMXFI8#BO^q!lyI;nchGi3skpaulsb0eP<9-t5#BrBHomWB zNGFy4FPCGw_B}{YNtSt8{~Cx%hA?P}{+b+=6$h0ypg38&e4Kb9#xS-ZIsHq2V!6(r z+IPlrly=vVMY-idMVQ+#CIZZU?@sHT0kXx2OHyFZC(figSGHX*XQ@l8cz#ds)S_hj zmmEIadiAA8-=aVGJ5+FrZbbH;&ca`Mwv1PPMHfiP_6oelit&!yEGuxiGC2K?jFYlg z?rd0KYG$;ONEQ!HEpYx5kR{NQ_$SC%X+U+6v@@L20piBV)m}hc2!rqjeEVhP^9oe5(b4w+*b$$N{*Y? zUC8;_^`}Is%^x7JtV4687Is+FwZlAz+$fG79_-EMLlb-|dM3>^^!w%232c_q``+7l z-I0J=Gpx3?nRu9q$*nGN$tFf-EJ3+nhxTHhyv zdjoyG+Tbp!q{QauND%-0p{?;PT4gpr>w@^T8=*HJTwNMYHby*5fUQ_mX*i@ z=JwF*JCdN`JqBXPD*flwrw7bDSkiC?1@rsS=l3fTQQznlkP=Zs?0nwhs# zGqJm#VH76fwIx1G6Tz2G!P&U7_5k8DNb*hkBE#)prvy?Kn~uPEKfo!{uK49fqT9D% z;nl7?0H165?VJQ+qGYAo;o~5T_gaT*sKcA2m)2MK;RDb0*2Bt!72a=bwo<>XOJ)2+ zpG)IATy6%{;g$AC@Vw|_7b@xz%(}hIa+PyF7XX&ay|j(XBy^PEGPxRZ!cS3wS_`^m zAnrSY>9v zcdml(w9Ynezml@v%n?0u#n##igbuJ^G^iO^092PtTKJr8hI_ArD@q6qnb7A`E@ENI zUkYXoUj73coCnb9;DViG1?e6pb1!j@a*DUbG2g-5lVYJ5k z8c`sHw+^_jw8nSfGJ)TI$6@2W$S)(AkOxA3>;rDhJ) zmuZCajw?_=J#;JYOaco`^c}uQ^m`w-|MmE-m0vn)>VIlrInLSk&%*dC%gkHg7E};N z{oUMJ_DP02(qKLLphd$i#A*bVcN7a?7nK^{jo_YH2S6TEis7_E7Py|!nCCALqXSn& zJzmqjgx2LH%W;m-#sw__o({w>D^}yVs zS_R?XxUnFxH@^!l(>8#owl~B^BN!3z>c*!#jJhDdHaovuuxg`$tQ=GaQzvsfu=(sa zJKpI#_ectMO&V|}<Xf&*X__*sE8YM zOWj`%A0C9Oj%nJE6ynvHMGCJ$g)AfR5QAIVyFYjEP$ZfHGDEwjdA)#L6Ww~o>__p# zgN0r1m)gLMXv{8I)PILB^%JV2#cal-q=a{&wg%% z3)8lvJf&k#&Wb|SQOVMZ*OK+a<)rDFR`L&OWJOHSg1%zrEAm6zMZ36?X@M@(q zF};!Wr!Bpuw;8(v<=6{u%e$Kuq)@myr$MjWY$HBA)kwK^(Ua29YfHtM zDb{qOPO9<~9uCxhH>$nUtWZ>!Gli26l*{?Xu$l6r8D(_z+DPA*YqT@w3P;YU)`K}H z74AP3zVsUu=wmPM_eLSkZ!>;e1nilslpw{_QP48_VP8V1S6xHwhrLu;(_4hoEZ1~@ z-x`k#f7JYWiayeTP|}~#`Iy8~b6K{<5dX%Ngn;JsgO7Wvma1e*smEqPOa5b0N?wI! z-ily(*y|>v@m9RdTu8jhM3Nh!yD#UK4B;3u7;$ZZx92KzaN)6_-05!c2u6Bd*r^j`=0(_R^ z>nJ(WM#Py4p5qHa(oGjt=E^HZ7s^=nd&2K|_rm%y*}_#XGD>ioYRb}r6?+DkB7mNJlbovgyLTwzT8HzCiO%1+WMQ?WE~ z!QO;8lb3Qk&HK2T(VW3~m2VX`erYQDCa7AIg<^Hyx|~= zZ*S~*Z&Ic+sl z=auaStlaej_4U|4xb>v(XH?nFr@T=NTp)&l9NC|sUHht}a9W|P0!^GzyEmQ(`d9)l z3=8zpSoh5a>K}o^zc~(InP)PqqxRR3tz`YD!U66!jGW8{Ur**h*Zmhk=PQZ_s*s?VkG!;3p50!&HrBS$8j3{F^EH!I}3A7BWIo;OmpLqedY+qE|wvW zez#6w+fK&*oPh63DE6{SpAqP?>tUDURh;d_caI#VhZIpLg?Ijxa_+A(Zm_OgRZha5 zDNf(NQd)WU9Mk)_uVZcm5A&yK`bUbZ{ESd*dK!9rC^YA&oE=;hJh(yOdo34MQv6*d z7C%SLhog_kD#zIEs&PJ>w3@^1Y z4DPz`=l5!_rJZu~*pbI|4{bBdrG^hT)*?>V6%e+uVf!1b6P}%Xm z&av?q74$kfiRT>yV2kD5N@>4TkK>`J^I*T{Z3?s~pOdgJa!BRXjs_hYZW!061agLQ z>&#dl`^+zO-k{aXxc2MoJ8eNUYwxKx^%sjOs#i=S^8ETpp6daoNS=|d1$NE)dxB4W zSSg5s9jqw~*;n;dXb#XXgKQ!Qim@ z+F{nOrNO1OovEoJ)fR_UQI z9d%R695!4DC%A3of0gS(^Fvx>jc9A>y4;fVx^e+eS9 z2^4>@nxFz`V6V{DVNiH?OZ~e;!r`7r(a#6fbJJq|9E8B9LyPMWNMALQA1sLup4nwZd=++ISm}qBSF)=?7rVNVI6@SrN z>dLIxtkq)}2^#H1)MjHQF$)Q8&8GyLxyM@?Fa)sOB;mw0p$yKOoJ%eDQ`pI7DP%i~ zW5(k}NQ!6+TOs9!b$H<+RfH+N*^u?A5rCe z`EhgRL8#KsBb4)|N~~941DY6^^|Md~OqF)|{D_C9TL)eOF|u>waO;_)=9aw{-bqerYT26Xr|D zZ0%dTT!7@Ab|}ScZCMEFd1qL?ML#*~eO;+B+gS+HZfi6;_p{i8y>|4UH3;4H4r%DR~@+Z$xYgG1nvh4ehqMhiZc=Rg`rH znn)*`3o+XO`gtY3HysV)yVJwd$$Ocal@SZ_z$e^gC|mh6@z~Rp*oMNX06E0x zQA~s3Hn_=t^D-)ZKYp-xYVtfmg?W~#kFSMce;HQbHhlv%hYs-cf?piUQWD45=D3qO0ut2Go8{LL>}gPP1On z!4Bus;>R=u?fOJa^U*2*DWq9BQMk6hb;GXl?tP}f4&GO26%N*-;GFTt=4s~8*nfT7 zNv3>^LqnlBeG!^0Uau!<6eKDOWo=Kh2}S|LqtWj;m9epsCmLPh`UJu?jAQv!(Ohx* z-W0evRY{+?Tz>$6&lqLD)%;gpEM$oj{x}KS;^&OtX$Wd@L%Me?u5XA7^TysqV&K?6 z8)wtUDhMpm0dN&yM;G@t6pH=UmA9}Pz#FZGx_Tnj7k!2J2AHXWU{v&QY+$vk_seP% zgGg`<^i>V2pVLLUfHLxnkNCxjN&IUoH{e^~DpprwLVRQG<_dDiI72PRxyT-&J9tyNaV zd`(GDtRs*%1=3CWF-g=zA==k0_<=<&_iw(!w4YCwrZo&$fz)pAyWPQ@1~E_gESsiG zWP8pSZ^NT{uNTRASy+6;_z|!-0muyZdxH(`x zSDBo}dkO})Ds*``NWQ{Q&Y!Y~4bgXti3c8ZkuV1ccYboRAd-)2sX^}lDW1!#>9Z%f zqsep517!afvPCqZY#ONdcw8_PwG-2h`z}>)Xj;Xq^W%2hxD5)}^ZK z516|aSX~Z;_02Z_VF$eb(Rrl$Q*H{}OIB@}RwFL-8+IO3+VV%pj$c-7It-b0ud@Q0 z&fM;cZ13~vxeVSgRUbZJfP=)Mq}~olx8F!i##)@An~#gzfJV%!{@|8oIB_@J8-K=RwPLgIH=Uemf&0)q}R^<@;EsiO*v{t z37E9<@dQDW+{o?Rxu?oJLuT9G;|O!o&|%GR-s7WWPzjGTggFj#S52ml*-#PVyQp$# zTkrX5hn=i*C?t7FZY|Iz#vO1z(AG@2e# zHMZi@8mv703907%8LTo|gAWWBASayjmDYD|pHw+1!G5a@Ef3`Jw@tSB707%CYX}MR zPZ_L{QPKslJ_yizEzoPYL2BrCAoIY=q{lK0MgwjpXqD0<34U*Zekaz@si6RCYGmqP zx+`BD4AwqK2jSX>v2iYbuQ=8%8mwh}#g$KDZBBsQkQdUQ{ZAKWX9`zvE9U8b0=Wk3>z*&BSLWo5I{iu# z&~(`i&fOt!ipPn}CX}spl+;w4*;c&E_^DC^;wC}nfmw=pVV1OOUv>;sAh&(!9G~$Q z_Xt?p90IF^U3|AHq1Sn6vJ=}KT&{9J1H{udRb482jB#wc&D8@(4gPoZ$z#mE z+kHG--v$*t%K++6)O?Rhn3#A#rc2%!B%KbaGlcZ#jScNEqbzC<3bz&;0+bN>XA; zYC?8;#K^*~pA~;;-Pup>k1nZf;>fzf`M$dlcRIw-Y8V|`J&+q6yeRAg&RCr3*L}Y) z|5hb@K>r4u{xW@z7owPVCKyhawXe34s7BbIuW0kvLqAKx_INih+I>=&Lky?B&TBl* z>Z%Zj)5}g*!xck8n!HegcT@Uc11Kn&_tuf(-;iq9QEUcca~>UI>fgM$ReLX3U^Ff| zSNi`GDx{tq8;@F`ZS;rbeU3zgbEjeumoElNxB-N(F=ab9@5*)GYAf(|N(k7`ycV)gZw_FJBQX&RG_$*~y!v#oW-zV|VoQsWD?lht#a6ge z)!#nlyipI^CtQWa}^hSe9mYN5lA47~Wnb}k{Rxm2){ zQmSEo5ke169noXmJK85z;%rNiPIOvK)5Xj4+pYq7W8r+t>`cOAyUpldC2wO#N|c4O z(4HXv-VXNc-Y&vfZla0v*XZP#UPYlz002j9xezh3TUywR2N=QJTp=tf6Md(Ix1132 zmuqbIP{+5!q3AnRt6421`=MopwVt^h# z15O1!1+E0ADv3fGDm|&#Sb7TdCQ0Q|;7xx@p*L!qoe6GC3lEBr>Xbd=LYWTF@Eei8 zk$zHOsmmaD&{v;lI}mEm3DS(3GiIJ|iPyUq?-a+kLxg;{R)flL(ud04h{KqNWt4qj zeTo=OWAw=KVarmGV0y7C3acWR(|{T%INu!e{>FZP%{f>Y|_32;=BG?oo&j^ zxV)ws{}r|@ai4wGD&6l!C2XlyFsoa1^$H^7oAsRwLubWN%yT{~&$9c#qL6?+!w!AH zO*9+<>oVu5tyPT!i?^Q&y8xi$QSiH~=6Zsvo^bpi!9%j|@i}(?@2;Eag@Tml>=iH> zY6sbQsv}<{ICKaAUsYH;)b^3XU^(jf4y)@Adx36uf(nS{W$cQUQ^9$Bc#Llw!}6Vt z{XL3?U&(se>OCsms%O{&4J8+dlhz>co|_JkuB`}kTU$zn>p3) zg~9G|qL3A70P(o-qKM%$cYKPeA6Y4}sAkiQNBPekPiD_&J&z0<|8>MQ!+VSr4Pfu7 z0uPD0?va>gWW5a6&ZM=o&>L`+z)RzIOPER@CCd^24UOiljr z9O`49jURql_{HxY%uihj0O=eENPoH3tn^n24Xa=3f3MU6$-WQ&2lf2@m98|SkAaY| zzoL6?G2)R;&R+iU{mgKUU1W6+jiv86L=~L(rg}b?N}N_l)>rx{Hl!4hEBqqAu_7v> z)x~+|0F#eWrZeh$8k}kTqTfKO5%YyL#n^oKRuKHX_heHyine$+R%zyVCE;6N4lP6m z?tv>MZ^!I$x-hO3ga%MxwvXO^briLtgwLD+oh8CfiRNC-*{v5Tabav|B4w({OmBw1 z2#kPcVp%OrhNn{e9T1No`EH6hT0U%d5ly!o7MB>;gnhxj-$W=j?j8Z7Z!%e>l{V3K z9tjTkhQ_l@(%;&WHz^6$UtkXs@A`kwYQ)$Y}WGXR0)>3?gzlTMbP?tlxfth*xl6L>-6erOM85)b5cqm zE?I=F4|hdPI zuOK;C(J&ouT&|I<5Cf0*tjNk`h4(;~FfwjxQk!~~xFS0a$VqB?(5rvr=F9PKj9k_% z-hmx)HGVnuVhx9XA2rhRXzllt&g;!VgEHPI*=fsX)7W^VR2yUhZ1uo&&p?vo@{kDb z|CXynY2Gs^MCi#Tue2H7s+|}^Z;(*DX4+EBrEhhxS+l+(MkT>$Tjt7ouo(NR_ThcO z+l#=PzHy_UL9?-YW=!A-Y8B`fjiC8-X$P4{iDH69zUcZq5iHLF$NQkH6AGVgOl* zT;{8~blQ9=J1$HpH#HJHXQCvI-4oqC)IZh+n{YD2+c}bvOIJ#4Ig?xG6qU$;F*Moa zRXC9Xn^X)&fI9>r$fSYl6{q2@_T3%hyRKDy3w-=CeJ3Ka65rH!bi5JCaH3tu-^~hF zjDFAASnrCr5*}E{jamSHsv_oY1@liExFcOHDbRD6jJgkNm8JN~=lufSCzmF;A^!GO zW>iuD^EU3uw%^iq7oH$y)HFQsKYdSoXaM47PATo^@!!&fFXS%hp@r2jB52nuVRHRB zPq3Hvn@i*?*@rDS=RZPxJ^+pN6Z6n;q6BG>?Zv=Q2mEztqT}e{Q`f=Jk&VFWw%a!W zgGks3tk4UOgOGk`BsA;7u~pFt7@HStK&O^AL-@Tm*$44jo4{DE2nJtKJM>=wGqn#x zH1~0Viw>OK7vb44^&$TlGz&0r4z0F!t`5+-e*XjVtmPseFL}kzJWmhfIyRh-EY0u0 zi94GB9uErhcTC5!(ToV?+*FvW6uS(;rJKNgCa7x=;grg?A0;$_NEmlV{ll*JHM4@} zi2xLh{w>}G?jD^4Bf_61>k)eDH^9v&?=qadSDXcjI2c3%jSb+<>$(z`RvGaiBNTSd z(VRID6JDgSW8rW^HD(iVA+j};Oh!h)#3*M~+^c^rP4N~^;%SGcV{Y}|2fEAwyl%8t z(lzbaZ#!&hH_U=Xxa+pY;wfM%-p~64RN<0F_ zqO4JunU#0V@3|ie1<)z@YU#%^YzORl+zXkgkzh-0g}hxDxXJDk?PYGoJ`f(!Y9A*P zkFXa!Ed@nep}r?d9fl!UY``F~-wr(5B^kcXc*GY8$D^U()81~lYDnJzm9D%h2AuDC z{%&;+AgO;xB;r9nko>(*db5_QvK0#z?W}0S_B=anIQM(3`2$a^jmoChPwN`Db zMq~4|Y_!!t5>lN>hneJ6!&q9wVbd2%C2JGaeMc3ne#%msjb20E--R6#=3h3Tmh-?z z(X;Yl&G!82iN5ghE;^5QGoLYY5Qg{J>SAL31G@85)PMRs^w2Qimz9A>m3dwd2J{5e z{t1E>j6s{il^nvlOEYNT+0$|Q`g3FF^|_*fVd%bRp8o=?hNdhRO$j~nMH$3V=!t1c z{G|t;n6#zPe(=C^4?+*Ti%EF$+JwH~Ayo;-5POnFQcCeV9HD2;)3vEnG}H&NtW5yl z@CcDX_n}#2&_^kS>VJYW8=zwfHgN0SD7fni4UAQ?1<(J?JgFlcY^sAcL2U#AxZWin zthE-L{fvuAxNgz*_f<*j%r^EFt>y}!iksElzYMqj=snSVt)}w)*2`6wv|}K)z`Wz4 zzH6P3p~C1LW53k=B4P@}t`ZKAwE% z!z7QF{?TcN5K_q_Zdvve+}WTtCBTURFU3Ea=OE_=0OmigdfNu9lkJZB2zZ4521>gD zV8B^%STli?P*Wz~(tu0=4uQD&d>u#yL>r-1`Pe&Ia`~D$2i)e zrqF#^o1AgXtCveQ$d(wB4+^>IrLi6v3>}Nn#_yHJak_uWMpechlyr;MddRwJxSNWz z7gM25a%|4UJeP;$3+f7He6)m(yu46CA0kQwUGYnPF z;h%}IY>}}9#W=3cg_VS3fs*Dv7Z3R!044dh0c1cM_#m3QHNbB z(5l2Uz#Xw5E6&ol20H6;l1eqA zjA>*^xxxJ;9?v>yw-gAvYHx6JT|JEf(on`slVlcPe$-T>8EaZG5GA~3w!41l>B#ZBZphHiy z5|UcCxUsN{(GXp#T)lAW*g)7Om>iFDnSU|gdxKE!0D84?pPonq*z0~bR{T8(rCr9q z;hd1v`ToLw2C(}}X-@S4{3ltE>}_q7 z^VF`Y#*4TMA|38`S^v|gvB0_2#$GiACY^(kDFimy?LxLb$n5Z|f`tz*zk;+$EFpK* z2`4%Siz?N@3?! zP`hM-SSGP#)a!3#=Tj-|OF8F90YGsM=@iA)_~SW=;F5sJ()BEl?c{u-k~+w?GA9A= z4a^!EB|eh3d4dsvp4{}&g~%bmuIKP0mv?^c7NF2<^YCp_Rr}D5g=_KWTElc5d?F;9@(7( z*pO%4DIZaV*5&f4#51t?N_;ASi-6E)9;~jKK`K&^f{v%iW=a$#U`H$8iuBsDL9F?} zKBmgo=k)Bs+-MDT%n&Vm%mChu&c`+1X;!;f7VGA7b%WcWLxcNm-zD0FfyYx>>&X-v zfFrf_Jd_&V=4KhBXZMt_drVG1;Hud4BEwGJRLuo=fqCjF=d6j)3wHHlXpwQKLo-Cq zW+X^?r1EfYICZ)SIDA;q$xw$D@anM7-~|wrMVM>VYPFq`sTvd}!{Z%g8VkL-cCp3P zb_Y$>+@YhoeH5JPxN&nTItZ22Ddw6cR+vg(WOv_E-VQP%*kTVP2|-2wrZ@fez)f@~^p$M6h5 zTy;k|rVxVaK0TZkKbXEtin1PZ)dqj56TX@Ef{1V*+69e7h;7YFsq9p-LRs;Bo#}4r zpGtP6UXh}lfy7rDSmh6718|Bq+}yXZyHow8D7T>F1J6OUrx2eF{9J8^sCIYz@vu_&P0^fC9=Ozh~^!C&aDN0?Sg=ODjHZe)t#aA&$Ibx*D z(uZcLk;vBeqS8+{sWdjr+Qc!g0?NDg=fT{U*VVc_dX#CGPhZT@p7)@+I`%p=H)2_l z0n1K18!KaxlYPM&%@mzyj77{2KIWhu;QuV^E*(caUsIJ*7pU z7YTTN&fVFxoV05c{|boa_c5DjV_-w^S6$SKKOA9^<{aP>U|JWK_wfjc_=h7)qa}%yE13no@ClzXWBzolmUH!41i@$u%H|r<` zr_f+{ZM89qF^HM}Ku&z=^p|geWtRqK;N$r8!BLr0!a$wlIU>2jG4@%2{9>L&EJX8* zhMxk*)m~>~25vhnYFhiMQKgu`IYQ|@+cw&}d{i`g!djbh1%wj0K_lXauPcVMGS0Vv z`N5_aM4S*39}zSL_^^unqO}3!{dym#t7QaUl8bf!3Fq0#l0QRq-;F~1#fecjNz%J# zqxMO#n+yq!s(}8yyEdpEt8I3x=wd>MU6C0jTfr&DDyjJ|FJRn8=irUjzRQa&QsU5k}x+HCJZj@D=9Z++EIatS5Q0y#ET%Yr>| z8<0LOj2qwK*ll`;X-~PaN?ug9utv%^ed{A*5@g+oW*vs(leVi7xWp{C0Vrwv_{eLm zAI8xiFzs?5SK3~47|%f_l(C-YnOZ*-qQKE>A6Kq`$1c0_!Aqg9_EEjx#-_}H=e(*e zU3b~WeZa44qb~C{Zq5w2M+Xvk)UE*cWZD7Y;Y1{(c}W4dhrKC_-n0_;WWPAzr|pdg zrJyZO0YmZ%LtJshEH`6lO2}*KR&^2_Zn9gA#T8|_{Q$x_iBUhk908isd6L}$SS_!1 zCrJ=r4NX}%0TRgT-WGrePsUaBpTJLBRwZ>(X>uRr89u{y`pD_jLI4$5Qfb@$+d#z| zo=LZ^XY!2lZ=2l(Il#8I#cW!DXYvn`&EQnV=UuZ+%s&yk_{UO|k*7R?4ujYovhU5R z+!c6N^FkUcUAdp;EZl`oTB9#3mEf>T-fH;=SP4OUawfmV&LZWzFUYjl2ClXJ>X*@_ zFKU<2#P<{aLAhiC)Zg~x`H$> zqg-MJL_0$E*x}X!a{A=J6bEDM=;jkvLG_b{ufMG=xY>njqf&oEzP36;HmTWSE#&gJ zD~Jz$W(HFHKdy8xYCADIR!1iyA3^zvS*flPoy@fTJ%DANft8GQx?HR zSE52uO(p5T#TpBFD|4~i=fPn{E{Abvh$g8gA`C5`qKl_W;Z}IuFUYog9=DAOW`u+x z;9mTJ-n{rQ)XX53t!?DX7Oz-y&Aknffi4HQF*NyyF1ASJ5thDufCV^9&ekRh;pS z7oLWiU?TUi)Y(oAH&`1xQ`aE?F(uClbR=GYf^F2MzPlge8&mQC6_sv2xLO6% zF;AvGy1?96IT;rc3n`Bypd{1HhpUtTH>k5VQV%eP6c$)Odp%b-5>{PeG*cA^ctLCp z#lh>%PRkwu4ErusQnc%mb2DO|hQ%ENu!^Uv(wi{ErC&i6l{-PG0*nWXa`?*}YVJ^1 z_W6YTHs<-}91J0gOJntP}CUlxT6I4m<>E2go7z+$1CM?w5#P8P&p3(VRut6UQ*xj)qyyM6Vzbpgs2oTny z4nj1RpB+HlHUW%Y5HBKSxTkt8SVfUua8{zH4JnKj5u<0bpk3YgtqWVw1p%!ZZW;GL zBn_k~ArRWHy-S>if|^WX0XHNQxFV=wq^LwFK{o)&jaLAUF$b`V{7sdF!8jg_d_>Q@ za~8xib(P=O2*_U`re=EhsVmR>7>TDXT}GI9wnt(VQUVnW_%GgpF6R``TKvq>cD>%* zs-5SB!aJJ8<^mOO?r{yFNT!9q!iAwJfVWaPX}~!Kz!WfTsB1U+ITT8?Cjx_}jQ3V@ z6&{KrSms|FiSr8H1IT5)voUNDGXbJL%1>PQg~UQ>8la;Cu&6)3<3if-BSqrtbCZiFArEq1tnY!vdFk$_Vzt$1#vtJSg!tV`|Hr+iPl z=B2@;(4Q2FK~}o9Q(V2*MYKx7wd1h(e{*>~LUl6nwB6nS$fR9cg00wjI8ll<%< z5y%jm25R3z;b~X|2t#J4IpPO%i`89pI2|81QS6BmeqxY*O(EnTh)O)QsI*n{Rtgt2;nP? zbD2F|2OheX^!mt6)B3?Q`3UX`tL5&Og@nhiM z+Xvz;pn(n&%$J%c%Bm7O5Sgm)czOs5_RNw7&@96;ECE(8dHd;r45JTi)3-}?1cG>l zG}A!fLfzJ=i3Dd1Xam6Uxl_4zCOQF}@shVP7ug!z9J#5`5Owea&;}BxQM-_dvp68! zX0Acs(ZjWaw+1{d-e4-Z+M6@KO=SxEo&Y!RqYgG30H>TLGONV0c}%Y3emnaKf&WV`8iPsiW<|`gfOD?*Iwdd- zAl6k1hKYf;j((HUd;E~XXP(eq76~%uq zlQ(dNs??JGcfyGjaM3_o0NjRXYq=R`LwdqF=Svpp zpkD6d3IeC(jL!tb&C}n;%}X2CyKwB1%WzqNw5QU*)<`}UWaJD`dJQd=XVoe z-@w+Tn4Pf8886agHA>8@FbWZe5UvH)xLE%vNYH;2ck4!E;zQ#&3VL$zi10AW~Rxm2alnYTfTM zr<+rP;B@$Tp9w%Gf^6JV^f?^`FW%RkV-klHcdlf-9(-9A1Kz~Iu5z0bKL1#p0dG_w zD34t)&f9HQk-V8xQTqZBIsaK*ivJH3H3^L>AMBC=UoZciT*Ir=y0!>2Qp`zy6<;mY zHc%@)u`nM5ly0f5we6RqHrn1}7JxVV=le893G0@s6xtTNyx|FSyX-qkt~IZwLJVZS z)O{qru_=jzUYzTpV4W*|<2o)}!`y%egx!t7xflEE4FS~=yyu;}En9MW2_iw~+@*g# z)ES2;@G(|glV&3JzlQ3l?81&f8Q__lQew@HcDXXIb3);81^)3C^Z8{qX$x@hax|YI zH!N-h4&H!j!tU5kua~jE7CN!eAO}}&;N9FOh^qp_QCNm|MJ&g|RPiU5$XDAf#qd>M zhkHn^8Yl-2=#kxTNq^05H(m`CsweiISQ9I%JICS7&J|ORq7U#4ckq==P^GNe?oMai zBRgDg{GQAoF#Y<~hv_kH2Nv*8Xu%Bj5X+fBnV;{w%#QAw5_#M;H( zwAjMrfiHejTRc7{TUkdHO_4@1$7te+cH8F^!e)UFRdC~-Fh5PBcQ&iTR`FIRM=|!> zSl(p$)Y1^}4Qy*%_%EABz^sDe^PVea>C*v~bb8kN&S;S3h3iE<`q8*KtNzDLztGDF zqVo4#-$dDO0k$906$6p+ya$oN007c0qOAWga!jT@)rOcrWL zERZ%ppnJ-=olies^)IiCvh?Mh!``G+<<cEP9wQp$siJmGQz((W8}vf-@M8{og^v zLgk2%uJDef>vkjizYSl0&otpK>?knPo;x_#n(#(oN6jfRw*SFVV%>bd!r}Vk54t;a z*b=(3jmcMysQwkkjGCrJ+^1=)RZz`7z_A^4*%+aBl&*fC-mJnkZq`rKr_e9ts0>JX z^tIFdhy1sw>(Y>!yg%|X+`t|pn0gPPO#6~kSTI66mcZ7{w{Z)~IWf>5N6?FTc&rq<61z9_$;>y=lqz@|^?= ze2S9=#wF%l%p*8{KKiUR- zcQS7;R9~QPVovDgmp|vgFyr}Q?(RTtBa{mPSQL;>ta=vo2EUH&XzBC{PaV51G5iTe z)|UF#7?@{DV1EI4e+&_$2{tXmUp~$TjmWdy!+#P~YFgbbwt!Rx*Zds1e`40FwDmx9 zEj1P#}?(dK3(CE-z-+$4Sk^Ax}+f6+RB49>!YSl5ahPGi{$8_K#{m z%i8?fh4!4YfF#DvbzW{lRqk~UoM9Z$R*T9+BrV-LG@Hdhx!T!bw+GNYbyM{z{BLbGc`I;Dv&$ z1y9c`E#^5$b7zdUw6?S~;}2b+BuGczMmEs`I^OtQR+ksx)m(%FhI5UG+^+81+kr0&z5frf~iIFM_CWsh-k^=?|L>M*3zyyO3 ziyE7V5>g^1oo?i&(yam;Jzo}J@>??PF@}eYXEjGwme9U zyLa08h;EyO#lmD4Xwq>4&+{K=%cFqe%2rTaPaI&3OP_}HOBa)D;1e0O@uVQo#hKk7 zb3chvvRn(}sTgu6^1V&{HAbw`<9Iv0icT#Lpz#^|#`01G`Z@4UpRU>Mb}Pbk2c|nK z<N~*qL#G?$c?VXy4g7~NLhuxXWydV=Is4-3!-`?41uU;Deo(Kt| z%Y?a2-pnwdhy(U@LF3_VIu#Y1KhdaWk<-no2QEbDA*~bOWB{r{=uuVo%j`?Y@{U}* z|9G*jKHYQGt%8#=jZVh`RIRq6Qs#a;E@+Z-F70Q$bZX`O`OU!fuDp%jeifW1l(e#% z?XguPHafx4piaY-}sJQ5LodOO0Td{rWqvBFthz6PyJM}*E@Xi{%HEf0|ADJ zGIF1%b=~a6e{<-q6VYqVwlB%M%PUM9ZpF<0d-y<|x8xkSibJ{`@(>VgDt^$Zz-Gp- zMXOV-YzUKy*@hSou$P6!%q=;_M8IC%xDIx&#YGUD3k2uB*q&5b3Lrb-kc$$46k#km zDxjo(Ahnxub9c%Pq?*no&C?pX;&)-~Llx>Ra8)OEYk|4W6l zGe06bI2Qfs*2K06_}$us&XvH>r9?y-x*@?oKbCBoKI0-i>mbORxMQzFi_jdQOy%(d zvY1eAvtIJbOU*4_mrb!k6DVUx>H8pG!$MHxF}!aSCv9~&0z_>;v#B${f&FRSNxj}P zM=-6%90kwy0B#&(tNj$Y+>F_O?4v5y}#(|*i{vtD~EKrTKd0weA zU=eOzQmSd6yE^HBCf|<<1MWGOS51W`g5RE8ZIFOs!BZc9pzmPek@3Q91_IV)C=@k(`9u`v^9Odpn)q_y5W(;Smba-T^V zyyjUsbHkDl?NJ`00j+IOr^(>}^;gBEKEg!c?Gln~@ zc_AxEQ*OJC<|J;r9LP8Z+>ZC7OcTT2=OyuYaqTZAw!2=3z0Wwd2{QeF#0{u{H_e9A z>PLqUj%#06OSMeQYjBi)aV%#m%nuks#FVbMBZGcE5Byt$(^MC9+6$N zi+m3pOJK`H@7q+o#G5!dkn;>ieMd?3q3r051D2S!8X5u*tI1(Mn$|TOku~iDH_i>> zl5A)F`DHP`0?zT32p5<tN!_o(GJ_e$1q^zw z5l;3FRibKuY-Au=mOdbm(rE{xv;oItRH!N=c%cypd52p-+1~vk;04&>X| z5e&RBOIl*!$(YyUxKI`3R9KTxX78(v<7~*SYaM$3%%TaT-&yA*KTwMWC;D~L6|o?^ zKyh0$%3TkHNOyQt45=h8LQd12LHeS}Ku$H@w;1(GjA&tv0I30e&f5XIT`ByDzi3=(oXS3O{1tv zEoN)9t@ldtP}z9j=ia4luQgY`D#419;K9DAxmfkoJFtH$hgTRY&}XFXI%fPc1{X4* zgUV+UntgGwM@>Qt`)P!t;u}-!hXDGI*1k%|ghd<^cmZbqt;HALU>s6Lnt&k@+@LYD zI1GJc)W0!ue=d*>%3s6qGYKl7*6TD>TRiZ8wS_1-1=NwSs&z`ebsP%h_XmkF93zRi z%^jvKiolg!33$e?ay?_s10<7dz5m3`{UtMdArf_Lp6dj>1{q*F3VHS7YDOL}zZjbA zoco`;1-`j8$w@*>``O+4Q)@K8NJiU!CJ-vPN;=Sv)942BV4WuY#11`U4r}_0=)!(h z<#%+0aM6GwVyfPGJpS|%%B82vyW8v-dpf@T{y>EzvbMS1IezRgX)MM!*>U=13kDd~ zZc^SifV)9J%DTW+-=FliMhTk01n1c31?|Gg#T8GkL)T-csQ7xqsff~&s7vP0%x`Kcv$#h}<_e=~ z@KnT^eo`}Lm28kz80;|34ZzO{fp@DZ&XO+6(Gr25#D$y2@s>j=bhs*IDNJ_{s-9A* z?^ytx-U^uc++cJ!uMVu(z7T%M#iA%;C^_r!3vN_mBlmgk1#jm`K^E#1OiJ8+tMA_tfZh$%R zd(4a9Cfn4y3~unQm+YF1>%-~2{9bVnq=B?=8KAUuv&Fa+9>nWqCgg>wb18%!$9QQX zly0w4aGBrbNyh(Pqd=aF7{HZ(=L!Ui?H&T|^JU3co_bkSS|VG>oovH&8LVphHGG22 zY8Sy(PI9H2?2CE}Y;at8J`)TrDT_@|gJ5;RDW-ZfC8#~rO~zAkjcW)AVYg=NE1v9o zGlcoXUy;g)3s$zti17=oR9|tD3NkHQ{Y4#B$?%^5i^k8v5H%0rh-|UfnP~&mj#5FD zR)tU~nPs^-SnPNQ5z`;Mz`Wni1}anEKUgY$FZ8RIUs$j7@P;ZeKCt^xrSws5rQv#| zI*N-4^#7ppHy*~V)ZtbtOmn!E7@#@z{iAe%sSNo7k0%1{tM-Dvmr@EeF$~0jb?X6L znDvTVX^ocr4pn-Bjs}%4p~{fTRgf&FRaQB}e;8_xEq@Oxgv-^7OPCs{OuD|wnRy#5 zr&7z$&Xo^Ab6TJh&>LCe4;V?Ks0-Zro?yL3HES&@(Z- zncimX2`|N)r|5&IbE=>7A9a>kZ8uyctL-|iKC|3^f@wv9>YdyBMRF*~2 z_Q&!BtuUdr@5}O_d?)^X*(TUiaiq+}@bAcvGYt)^l~D_tra@)wm2CQ*XT6m%@GO7g z^0S!$$Ber71>2%(b>J&sgNTfMu=9IxQeh}iw-`<<9q!5l0cE(n_cqO)gHu`>)2-$p z2#$6nU4$Vvvx51NpVN(AIDv zNsJJntb5^K6}so|if#NuV<1M(5WoLXEJZ8eEdNK|ekoI10w`*dJ`Nm4;ZFh5OGgwz zs3;6*my5a+QL=NESAYX{=SP-X2rF9-L6W7sIMs{@zcN_&0JG~l8E=>fQ4{?D&{NKh zfJit9{v=<+%riuY{D6SZd;iMcu$-(JB|L{U_)R||A(@oPumbDuWaVn;{3@6?oD(}s zB<~?sIhy&VL%{knQPwfCRhJE!Ps-icH9~o0q+Vow-s*}(Pb&1&`PzVA6wgs%tPr3P zzfMf@|Ank{U~07({5sk>Os##Cm1l7xR11ZBmb3z}c>poq2$0olpYl2*CF*fC5Jn4N zePRDlR$>EI!Tbg9KxZ`x1$DvR0LWl!21bh!EVW8fw?0bxJZcf&eNruWDV0 zs3(|D|I?ta?^jUJ&%Mr-)Y#vb0d|k;GBus#j6#1M8EG9^m1lsuTPHap$Zecf!6rWw zS6WsM_{pgI_pSU29}Xs`QyalK-!g;Rf<%+kX=G679_rAMi=*KJr-S6D+cA;tZnuB7 zAg6HVEs4NJg|OC{UN1$(AuB6$Gewxx0zW_q;Qqemt;Mj?p%)!>L%V zC=!EBmhAyKk@P?Slj#5FSz|rl5wfbjnqfuc<|I)68Iw%t+{evjl(|tZEU^;=gPsS* zQgLPPF0_XVly+%oYscN_S~5~74@$xGf6ss415=Y?36~#;1{Jm@F+frR3!Y%u68b1e zl>kx-aA`r$AZ@~5y1AP=g|fH|k3ngh{uk=+vqyX^{Ao5IWfTcKKTdbfEOXi0Mh4qp zE;i?GhF{I!5-#ayQ@R@jDOyNysgd5q!8(5S?_j)`7(8L~4}4;`3_ZAGf)$p>d#v%o zUFeViB~Unx-gXB{g#&feL8XoS31J|&P3L-nY$yt~bSvWp@jLB*;T=J4$#)bNVL;#obxuH>LUaw?ny(`JEt}BBd9H9d3?4^P5^b_E$k?0j0 z24v9@6dszv|Fbqn^FrR5ozG^U6YUxN;M_7V@GnE~Cx{%gi=wH$!D9giP;TVziF8V| z0MEQMsqk$xrU-eUC&T%J6`@qOR;khOuH4u}mq=s?#qcitM`!g+=0ruU?t8DUG7!r6 zX7Giwz(#(u4p_`AbtI^=Twl`KBsTmEdg~qF!aD2t+ZH(t7BYxG!BB8SwkoTZeZ*a<+-8n=9q0b@(orfo7hGC{SzvMVQ%$ z^@&k5Cp_5`)v>WGmY`|kDYe21*$V}V@dSYIuj~R@lrvQF41tpW*w0_`x(l3g#y1GQ z)bbv&P=I2wv^N01pHNG`^=HS(l1e`%U;u#oZUD+EBxB(QxP^&zzH=i`QRVm4oTl#v zH;i!$756WI1U_XqO87SbUOAFZ4uDk#&xwn_wLTW*N`a5JhIS{vJo`rQMai3g%71W) z($OM^Q6OGSY6Hld{IU3Qis!z+G*O`)b&{}!1LIt=iaIa+k=_jNV0iX?IU6ftoP>=+ zgwq;}0^Gw-MMjCf6eoFa-2sR1atN-AZBuSNrbQwitXqDpl5TGT489V{f($w0dtTIs z^7;rAKxu|hcxkp71Lj$zb--i5>bedX8VB5cZe;)mhAZ^;^PCOhv@X#{u`((L^kRW? zLN*z%1v8SR8i${YNOlC#9&67#Q0G8K2tb?KeK7LXroSla7w5;M$=_AnY~pGo&rynk zZ{U*QS8ZZJLBQAyJh#PzXS4d5R?%ytnf9U&@BtWhb>dKyu35RuvygaW>sXm^bD%9E ziGUbD0@Y09fY%XbP%J9wB=BH!mG-sYY216mD^f{`7qxOcs>dayUX1R$0$zZmRR%4| z8rmWY?1mur(Zr$cAZeB=aG?(sPKVW&CsIpkdHylh2rs6rY1?TMKw28Co#x665 z=&xH*%dv6r*3R5`%>Gqs8M8Wl&1+qE^#@9KUA<^iiVBRRy@r%0iuRM4mjd)iIYC>s zAn)+sGJ!7E{|Tj+fWr>~-=23lAc5!k`QwbhNL#eVoyjF_?_UdH(pEPN?)+X8Bnsw9 zxbqHNYb7mAJy!zm^fT3xX$D)_i)}Bd;hL~j)cm%bIN0ZsNM5kY!^yo0xBNg(T~YOR zX%roIW!^-9nv3cUxlKzqm3}cc>GAEZIPdXI1BczT_N3ceK1{JK>x`)-gWKC0?=wW` zyMd2KuX6f8lK0B*@_i)jZTzFX_i>d0Iba#>BHp9*s*`QYZVY#|V`93J)1eBbutbtZ z^YLxm_h-k;<0s-8n-`z4o=RSLAsJwV7+U^{ITQH~L@H-zsnV1N4txL6Ewp#2>?Cr5 zbfY|C83(jNfIB=w%^){qRlF>cnQ zWlSsZn?6Fr9ZnSM{hvbO{}mpQ1#jb$!RE>T4T^jUp{Pmz4)!`aO)x}~+6O48tAm`F z2nu-x5`TrxyPT8!pEO5&Is*Tb=C%(t=x@RBb{nz)M2I2T#d(QEHZ#r@Pq2OC4hxzx z_q<51AJGdOw)pDr?$i(XGYq>UK1RR9Ci0YcDAFLG8ql9F#*}~cAGpU2XUNrmcKpwz z?V6f@VksICC7D;jugjVWkD2*DC@AOwMUz_7+cymqLSP__{vzwp*vd7ikWdnNnv+2e zcnLfCvs-R0nxp)2eO?IcIb;=BGKGM^!3Zb?Gda(6F~i)!9n$q5)uVW(=q~hpJqSH& z)_rq;M1Kr`y4ro4oy%eqaeMzvMsxq>l_Xk2qJJ3_5ppUMm0y)-45{+HTRbyS_n|^2 zC?pIA9D>+oh$kN)b10H0sV?^rA++6|(z8^lbya>eP4&59y;_(YWrTvWPhudjkyWTg zHH5|JtsyWnX|o9Or^}V)e;hf2J+d*H?!>Enct5iAV zX)TKH4%P}b!gzvEIoO?-W$-F_@K=c7`InYT|K`wa|NTc}ng7qW@>;L^r)Z2LX}w`3 z8n^m>ZL=U7(95U(RMf;s<#Sq&#XP+?joKKz>UflGLtB=2c8?R?V6fxlP*lelfwgL7 zgdup|Y$&arJl_81>-NrufURABbgIM;a87RhcebBJ3x1om#N?OIabYL)E4HT^@G@%p zd{7*=oC@4CXK_NAuJ9|Wz5fX9o;u0T8B1sMkB1k9qRZ;3jc;vERM9sezi59wyFwIV zaf<0D($(s8+$Y~onfiHN*v5gyicnK-PIUXpJ5Nrjhe%O5^2@nPpGIz_;V9C_ewG@{ zgm~(XY5Q3V_(|z*i>?0-?_dY@8OueKzxgBmv}m+MK;fi~^6h^v{~Y{h80o%ptT_Q? z@VNZ;TPHm@J$F$@#q*F*xRc@yu^L_LJkNk1+kL&`6jH}eA@+|P!SY-j9#y%Cn`_uu zO)mTC5qSG{N|dC_iHH#7H_v>|;asI}wQ=Jn8#<29pYN>{Xa7(oS%jA3;H04GJ2z+I z=)TT>>Jt3YeT}eE5&uG>6?R#U2$;-l8_1y9yt2}pt-HkICi!jepa+}fFqj;M%7X7k zierkV22EF|_mR3L@4#$J7PB9R5EgIBuGZa91s5M3NyYL&q-rqphP)SpG}|%0gU=Qv zg;j2gUmhA1pDXoPwVA}U4XBB`d`!vp?_J@{(T{nD!z7xr;2(r{5Jd4&FCQZnl5tA1 zcKeJ$dZhRCGj{^5{@CcTG;e6;itb4BI`JR~i0}*>)r0YCKGoU*z z9oe7cI@w6{;I;L} zwUrd>d$mHVTs>$`c^50K9AUa!|9?Bmt=`*YjE360nZ(curR9x2)h=H$%k~_2_C!+8 z`PobJ^fAI0@v<8fPK&P-^GU*%Hm$cOD|+YYUn`6SQX6_R{->j|hOMXEsQH9Ji2y2w zbD$8|Kj#|zuX(SD_GJ`(<&M=IsJ9$4N-yIBLMoX##7gzi|0J6@bUdOQkWLNpkA}PN z)+UJP(R{`O2#ZpyVYz)RnKu%f;;!zb3fUC~{Ls1i;AQp$)_8>oI=lUcDQ>|3XZ!z2 zMqy|L=;p)|2f*lPtt_oqx!(T?pJ9%&8EflT2*u=%E~4+;5B$?iKzg?Gfq?1;j@#1B z2mUqMl}+{MuMiGab3IcnEnI<0Ki__6uARr@14 z|MsbM@SSNp8 z!_c+6b|@qVI}%xLx;*f#-BPNZB1#xD?i;*G)6TP9@P3!FamQ@pCwd%~npy2&!rOQF zR*?2;i+bWC%vbAswD$D7Z7dl&%lH;M8I}H83oJC9gU9P>PJvONQ| zqW2CrS2SZ7l+DxaQV+=1N-JY*LJOy;b7izoD;Ngs%;II0A{}-FUZhvGa^Q&sXmLk zln{Gqb%{trlp{lTxbLT5G=9}t)L^GKh?DGgNJVz~L}6GVG|fTl9cv4{UhbHc2QHhu zOE|c92k9g1lkl8a)4$VW&A|Pui$Voo2DO3&_c@%Y|l#xjJ8QjAfcV-*}+BtQSHtGm% zIZ(3Bi!MieiwIZM|CX^)o!{lp>>lxFQ(x-EjYygP7q1L8Jg^)$xuJgEydB5u8;m{!~UP=>P<{Ik??%aT$HNWO|WScd^v{Smh7~dp8 zBsUy-Jr&TZ+>i>wF5o@xS^)qa4FWo#iW@B|Q}5BzrT*umGvwB}@ewiwQ?wfD0E~eRP~dUL z!+uLL$l!vy5OCX0PQPm`%DsFO$j17fz>Co?o&G$O_3{8i*BOMij5+oYVI@Wy^iV^+ zs0Z50Ab*0d8MrC&@Qbo1}tVDEzXyT~3N2H_CB@e=_cSJ~y2b3nm6Ex;^`XwVhl zf;rvT=+9x<@pB6Z7=>B3LydBc3x`?ZrW1o|!b#<`16*`)_Qq`1`zxd%eYPB2Ov2E8 z6>#g(IeR{^frOcPL!f9w0idHKwjaqIeE!Gw0>gCo>D%_LoD=KRQ!3?*8Q< zlBnxhyTI*0!PPsn&h$0XM`*?Cl7XIKj^Y1n*y95FPqc(HK4baiYU_rroq%CHwA8zDZ3#?qq1NQSY!Adyb128vM`1R@Yw>Ti+BW z`SKbXoI8(vHz8}|N!ZAdcVmaV^$;Wk_Zy*u9u^AS5rEfB-=$ETjT1T~Z(13#wq2YO z9(S3jjB*p}S5USy_|4IddT1)d{=MiMb7;vmI`x;mQX`a&Cytkx+MO^h{b9*$ zlFV|V>u)wRFcxCRU8B16+X7PRd*L^?q4KA5*qgTKXXN_%7_C=Wf5mR9k<4OG=tq0K zqtwO1twQIv@r@#VRtKLblk)k-ghdw;E_9wb(5!OQaB0()wi$(MITmqiV9VASRyB@o zhrOXHqw8LViMFb4+sd(7Ulmlx>A$|Oya@DratV1Ttx#61%AHLlhx3Wm#umzA|24wc zK1!upsLG=*_CD9YH#4oU?M##>pJSw}#194K0e^>sNRj)wu%SPAl$ch#3|0?yd+rx|0ZZ{XOQ>@3U3n%Rw$9YbaFzLLU3}GX@fGRkvT^Vp(3RmG zO$upVliPXLMqDLE@GH9*6QB@0>L#Hu z|5KhKL`Fs6PiGg-=xVNG<&^diElmlpAPG(9GRDF;i+xha0Ah5S>Us=4Y&~328J6ku z7KAX}=+$cX|MRf*X1uArxn5Jdh6z)zvl8Y@u3}DoD8XfT;0`IlyeJN!bsv>VdWh+> zhdHGtGJ20#O1?{9UY8A7>s(p98ewlX534yIxadnPJ@7_RnAIUpSIP!oh%P>2BDNib z_j&jb=vId%j6+e+n*HBjE6Ppx+N8nXu9K~5JfU%4oYzgP1)&Z8j@!xXAmkwpvc=zL z!v!t7oJwYP(YS_cxFJ%kMZpOgptPH)U5aw2YoOsrDca)xAzV+G3JvRu0{0-v-gB|g zmtXAIGwbDk*nSNm41IaaTzziEvs+-e55~7YQvF#L-MB`eA|^sEo%MQVsvtjN%aAcIySd??8>V7u5l`>R|x|v>0gl^$9*Ou2TJoLBa`96=7;x2k4_CL6Vna;#%U*W&0jcj=a*jYM&)eBg?k&%quv;>30hhKCma5oid?4P0?A{Jw*Jg%|tV|WKdl`oUW(% z1Cev{0AH8ft1OPr)rsf&m`f`5m#MKGve@}R+nUGGU~=Lg%j^8TbIW9F6H!__+xIM? z+~ke22~o0D`#r^`cF8_%iReDrk{@`@pHN=$O8M>lC-B$vk1-UmE?e3*U#Et5s5FXN zKll#2Pri_r_-R!s*HzkeL{U5JZSm!%u!I%?7me9niH6^99kl0sb80pGouzw*CU{)r zyam#?n|%@gIehrkwuv9dFe6NXBc|VB52Ls5&-~RCP56aer&1S4Y9gzlpOR%=j_u0T zI8M64(2h?XmAp?qB{bopl(1|xwMO#kc)tVA)@dE>D!smbF#0-|fm!)P#L5TVHS$v9 z3BG?k-@INU0lep>mwVTFeM|CwTw5<2zD7@5UxV`K@AFj?|35f#qqz_NNmP>IND43I zQkL#!)K)o>D~KAKRTGr^1n#x&o9(}D$%?YWBOnS!#~z~aRW#jIC;X|Pm84YpOy(ro zIG0kudQyRUe7iDa@VH6yP3O5+zw>B<4>xjF@{+s)1D`tf!8X}fiN(E!C8wSx5=k4& z7xF$N>VOI`n8xIr#q>U?o##I(ihv%^s7_1%u603T>v7-B<>fwmrKvZ$XEMYX80c_)Dh zGGFsSYU=Xq?bir3RL-cR-bl`^w545z-&?CX%vTy8eFXFM%0WDS_QtWRSPe{3U{_CI zqiykJrs8BeO2>!4noGn-p!_e96poheIuQ+e@zkhd$jB+M=^4}c(aNPqarQJ)@;5eJ zJS_4NtPGWwfHvY-e!3@}SXsXQEa{-;y%m6{iS+2t*IAkmLL)DsaZCf>iVkcf6n_gX z9%IsvYcl6v8K9DOqb8eDV1=ove8Z=dZ)ioRUC`5W+ADG&M&Z!&)U)N#jqcd<4Qi+H zKV~C4^#h}-OR3D}FCzV)jTx`V3+GCiI;EJy=R?EokDHF^-xC@i=(!egK^0U^3yT`} zvr4M9p2Ol(!FqnyS76+l=df6U8o#F!(A7I2_-pE`qW(RvHf#>^1z3AW6v5WvN`F|H zXZ>GH%baVMhq}tWv@l*zO{>oq#GFgN_d5J%L~Zvo^Pqp=8J&mDtTX*5c~Q4rOCEK^ zG#VmV(tRdkXpZ=665{ZE{F3HE@ZPn$@8r5NO8*yiU?pDfP3l={)bRcY z*@;ItFT&AJ=N9GA=NQEbHCz_aogrf0IVa%|3mO1xq3ztt6(vMo35`8=Ie9SlFAn_u zYh}{xt}*jwOeLRX@4$Z*jABHMWV?9@MW*3GJjFw<*9=!R2Tf`(~hHM z!^~o^AhwtnZWhy4LRW%pc(KXo^Q=XX&#mdKj(sFm5p)yzf(^lVU-Ng}{ad&w+YmxG z0D%`Kj-$F~R1eI)(#&zuuSD0Iu}dy1R1#moRPT!g{I)f?YW$Pll!B=>xcfcxy;Sz@DK6Y5 z%z@hpbXviL`3m{b&dCcEQ%~|{D`1;i9=!-Gl81*BSQBRbkG*QsQ59pO*HGRMFrzCc z*4U&~Sbp!a_2^7pPTYQmITf+oJJH5{erTeRY_&Jx%u4^VD5i2}?Tyd`! zk5!}0x$=!(hRs)_+*9?PP@(@oJ}+x-lTo3qr@*v1KA(Ns_q>IgnknZ6F(dOUc178@NtybcK$0mGo4tcBwe zxu0e##J2`|Pv{KxUuAjlJx7?^!jFub-_6Agfi~L^s;@+c zNMNwV*Edz?Zvevt65}xt12>>G`B%dKh<{(YY@;dow;@DDKwdVE+rsLuz>rqa=UxHp z%(_kkX73mg-VpVAt!?lFrivl0;J>m_2iS zr+-G-2mHpjpC|*V?t(Qi^DuXq@-SX>BGTAm&!Ino5B&CWPJhSd<2495hS$Rf5Y{F` z8kl?DY~zmT*qGyl&$cM;zXV4Nb+Iv)PGie7TVt}S(U z@==>j9qUD%kH>-4#3QHWBXNJ6TKq+58N!o_phXJ65fXEcVsly&0c9|VS{ z>U2z_`5JKFq2j~9tQTPBC%dSARZx!f%YG|v>`naT3YB_n5&&TMA9(OBs`BJCjdrFv4lE|t@PO7~Ded#eXBBrwJtzI;# zKDNY}@nj~gAZajGCFP1?twXasRjehIl*YjCf$K(qmlhRGgQ89$g?kv`&hqfS1z%l1 zIp^^7wryC4zF(PH;5AhqURRd!HQyM#SA0{sN<4^>D2zoMKP)Ck^*DL}9l57YvW*eY zc`90Tq}b&spnriFyWo2ZqN6zQk3dB9SKZ{e22r)r$c?Pc^|6{v-P_CPKD8%kBh-Y- zcv;@pt(Zej%^>LyVeqFWQSe-|T6|)-5Tj#{@MQ5T75GKZ>^~7^c+D;c{P$(YaGlD? zPY82jxQf&WmK|X>&+n>2aS2r=R^`Y|E&`X?*z^6;PgJs?cA60%qy3+`ZaeNQ)oNCe zC2s^ZQW3O<6X8nIOVx9hGEcuGuTrBwA`Y6V2-ofQ?en6zMOl*Og5)j3X(s{4iVo2mCJQq**Zks^Ajs+P3T| zMTjNi{l{R!#7uZ#ylk#$EhI>$Q@GK^OEO(;jH1uCj{KCaY_VVs(elp|Jo&2$gfBa( znhH)(v3w;~`NyePnJs#$*OrdJMjE{1Hej2@8MVq}*D3uo14~X-HeXvTObf}bEtV=4 zw7sMfXSXEDfns{q>0y*NE|8$;q2Rcc=)P z^Ay+D`nFrxZ=}B^e^xQz3pB}?>z=3vN5Ji#*DvvMIfo}=oA^g#I@cxHrCl4d(YGzZ zY_(<$xl+bU_F~IVuE^PmDx!?qx7^lP>r~1p3Q@yOLSUFFUHcQ*73a2VGbpPMlpD!# z`aDnIxW?aV>`IuB*Q%dWu)3-rkYTZdmgkRosGl3LX#WjDkXdL8zql^Ja)L_A?h8`a zhL1+>S?*GpmX({Yu6SlMxJ8VoJ%Q3=`nh+=D!UC90%>I?(}Vj-Px(Hw@ZWOSg<}I+ z$V)nD>@&_8PO$Xcwm&QKHB=YGoJQL`0$Mee=r?<3kSDThAbMG@r06bjlbna@&t>F?}x(C$DFVp6} z)-%tn6My&PTym0*XisQ|R9f)P*TFlB2Y{}5yDC(;EmeHGr2udh1r(Mr!%L;>x@NO1 zozvM(mJkvj$MFVbw{?gL1b2tyXinKpM=uPzO4QM0eD6eQ$mU0+Tsy9lQT(~kRX{pN zzj9&2fjRzt8dLj++i4;)iMdK$Jm-2}!^{b`K^u4iVM3UXMdmD^vORaky(hUbgQBE= zcVl_M<4YJ1G;{GQukz;-jh+;}+OnnP-#ntJpg^Ss>VTRsyUaV%i=8&%jD|#R-GU_6 zBbZ#mC2WWnptuLylyM7kACVtCf~U*Z3OS?Zy>rF0iY>e*@&o&C=trKFE(rrhAJmZNLc0um)$|l)2&U2tFEu8u2d`CJaF0(2L^n$3 ziqvI$n>nyh-IEVGYm3p1_w-t?t!;PlOUSc*P>c`)-b>vJ+V=zG3N zNZmA9a1CO008_VGZ+^c~_EdjUr2eB8)K(?a?sm9?1_^?Wr2<|Ry$#&Ks&Q#2Sl z$AcYEdIL@7(lS+dnSu@yND&kKizUnHoE=Exx|9js+xXdq4MtZwje319HMf}WoagCo zkC)F~EFQ1{HG+Hv!R*|Kg6nIxk`UKPvcYu6YQX5t)3$dyv(FhJg0cT5;1fuU7oUr4Rkb1A_I9?B zC5J~tG|Vv==xK&%R7>_MeaWn$t4ph}hn?R2q$5<6&7xb~Y#4=9+%iMz8BU(1jy{kw zy|#H}F_Rd*pjGp9-iY>=C??Gs@NTFN0*-&zhc#VB_B(k7AkIRwcqaxk8PGCbA)BmL z3C7Rhlj|*RKvmJLbv>xaRwFB<$n844y#0mHf)>AT)~IG^sB?^8@DjW%l92!&DPq#xiAT?9M$COfXQoq3JIMQdo z#0&yG&z?kyG2HJ(|Aw;~wG#=$BfI=BRR9f&%fS8O@0zIr4uU{0(sI)W?CH;>U*I9S zs+Cn3`kBl`=BWVHPtj=K!E~=a%yoIV?{ruvi$qo&Kq`Vm&l^y4mbU9xx8Wu}T5tf? ze-ih*-1fd~Tr&C@IRdCB4EqJv=9+|#mJmLOW9qpuWYu^|H<1O_Fb%g zUHGqTiQVDt#WL3i-l620#Ue5HAMw%qr{|=i`4UshH0GYXZf-$$GRif9#tBpTT3D4}5 z3?QC>N$0@3Y0}t#JVOTmW%0zxY~k{hYu69$y&v9QD&xbYJ3vv9gQEtRL7=24n#(Ha z6Zm>(ns;zbJ{F&ZsvoVli8TOOxUePyz6SRhx7P%m3(nal7Upj-y2h05!T0o6S?}L= zdR}441u|}xu#A>=g%=J^aaOh)d9TskCnrdJRTw?4^V~%&27Ba72+$Z7M34mopZ*ZL z8|@zY0hl^+g5Twb_d;ql$flR{{b1tBb>m=DkW@jq1J6*t*qg#!c}JI{@JH->kU?Yz zFo+O6E)d821TOTB>Obmu@3RG*eL#&l3m9vPc7U;T2N?Et1-|(q298pY{g2U}*T&Im z z+X<{jH9+(|yJ|5-64=v)clolcCnZ!hX#KaDLf!401s4$o@D+kBu&3vR#jHxVjt5VY zOZ&&8#epC_Uz4Vd|4j3?tAcJ~9kM|LhzaR*Z(v{Zk~dY!#j42X|f$EvT_N@Q0T@Qs(hp8`Q2XVY7MXqnBX6VFwKPr&OX zp12xKJP$`Dhws{oGMd;xJSX-o?}I8LKa%{d$B2P;1f~LQdH4uR4)+k2?0a^Ln?z!D zteO?C@&X6a!huSjf(R-~2f}_H{>hvuzK#3zU@&UGFfbKu3~v_OZclcRdLh)!>2fQV z1GM=Y&Q1oq7qE76pTE(UIuY7j?psP_ZcZsZYZl8gR3$%9{evx-(J#h#d>6Co9Swh^ z3}IRmbDNAP8n7A7D3L5d@Kb0Z4Z$;EI8Hg-bA5b2Z|p+V0XnS%<^B4C5jLur_pF$>x-bQSD_ z;>P(*00BegeeydwntriG@RiEv;F$*^y5ctMr#j_;3Gl6h!k}JeUtp1a~aE_zD&d#VcEu63;{ro+p^vpu6~#l%8y#Z#~qULs2jwYt%Mf z_J{fli_FF58#wka>VAd!z@q>ZF|gYsG$97p<(aKqsXwv& z-Qf$m;mJB)A_SPav;$vIba*L<%BY5Gp&QZ%_9L+VZz&%y!~&MEcAc3_`iZ&4(Zi{= ze`a4~4oo4iG07CtfMjS)j3YCmk(uyNU#7gNRK~{UMSGD(rzargQ#!0%Rwkc;lkJq; zh`rAF?yQAAcfHs&dvN>QV%Go%BINz$7D@xqtp;;o%Y_$>XHYGA-x2KvmjGS)*XF75 zhJcHWWGEr#XW!oT;tfkd9UE}|Y#H=6ve%Ww*0&Tyd0nv#`1CLQKb4&({&CWsIPu5k z_DX=j?TNk;YI4pKA;LGcc1Ka9azCxKu*jT<7Nm}fUt}$2n;F&Acc~Sqk~-|(Qz|;n zi+(czK4nlLCijYwU30Fw=orJA&Hrj6XZbM7eTUJ~By!>5Mm_VjLJ(5Or19+=q*Liv`9YQOJeYY%bR28j*#OJ5^=Tqhq0o4s90^OINu z_4JS}mhq~tuwN&m{%W{Cm{K56!<8lEN0>8i9Wq4Cs32lf=c=d2P%h8>LwSuXLSBAU zfF0ixJ;X*zT&25Jl!L2`v5}D@#j+~+Ud*Kl+L5Uti)gP;v?D()(Q9S7G`8<^$#+Yy zG%&_iJtXO9AHO-=DBzz{bRWR9 zjS9bc-~ch*rD1>=825~S9=*uvdfkF)lfc&eeiB{>PF2{!HN0oz!KZ@_t}}04nzN26 zsihCzm^eZBAw78Euy5F4WlqOE{e<$Fpr(&XQ~wWL?*b0x*8TziciO3)va4M=gi2+% zI~j5|qqd@Q$|lM&#vvqWk{Cm$oys7o5N48`VoYMlx#OTP&f_>LHG{#VF*7mfyPp}o z@B4k%^<7uj)vRaT>t1U;GoH29@BaPn=V#@sYyr-JFjBK)iMS?+w(@CD)%pTk_li7m zQE{mFx`EJ}k7LKq{6hhSMday=&9i~+s!xC|HX++?frNc$3@rMNcg#t7YKEMT2n_H% z@*g;PbTK5DK(eGj?)3CiKC(b(b29P$54SDwfmnh!NX`DIjV@m2ysSmvQNBwy*&cTG z0-S`SCMmF$VkIz#geiyIYXtK^3MF--w#X1!iP1K}`BH?{CT-qJ{*Teq5d(g9Y0<{3 zqZ&I%+EG3B8ebN`i-XmoXO2(E3joNoPv!hFbWM^lACMNWgMqWp)(c~`5NP8mvK%o4 zKjxz{0vk!297~pE1TO9`RxmZ;erOo78{aiEU+rPj8DcDVBO`sqx5mqhP3fA)n3LZZ z(@)^*3jAH}7$BuTh?%6$Z#4`hnH0Mam3Ux#`Ch$?zI_L{VP8iL0fw*g<=maSc?Zz( z5ETT7UqIzMLjHg_vls-ANaWbf)f|EM3*WNv6I;}cq)lI5{2cx2x#)EWVDl1Jr$YiG zB-p&flWcI!K2Xwod``C;=-L9spl z^R8Xjz4bil$?qzDy&2qhs1X}>n>b?rjii^ICGzY71l-%|%A4oDtNF)Ow_;cGUjz~T zP>6ZB%*{!C#5@@>FI;EGZK7aV9U(5?Lo9dP4BHu>h?+aZ>hkPOT%}F7?^2a|@04C>(CwxS)}i9RBxr5R=p$fV7R8>Zv!5cY9xA;9=0_3pbe_@o zFkt>|w9nIjkbqe44PA|OI@FjM zaILZ;?y`Fwx;;6>@}P|dihTf#v2vq^o~!}SUR|Z)xIE)QL%Mi+;4oOEmR85x^B(r*zB2~)L zkq#ex)1a?qhWLYZuBodzp!8U$&9T$Uc0Np7zqW>9d5@;oo-ZH*z)jaqUmn{-9Kot> zVYi047^2M3@vjxe6^>iN8_5XP9oVnz5ULe3VCP&p!%xcio9Qc^;$SqUB{aT~nUpM( zApZ^Fs#^$0@MckN9r{zoa1_&ZWqjtZOKJZh;q6VSyyU28Y5bTIH>hw8ERh;jWW)7$LFLkP*fR(gkowojyLIC!{YJ>T{JwmA1;Hz)Rx* z8ZAL9+O%sx{2A%tCNcZO6Zo5#_D1vn0CZ3Y`Za&viMd>KtVvU){zkKYm9{|)jFU$H z;DQiI!Hb5blg$utQqHr+St)7opmPdhOBkofSn5v&^#1a5I++5YJOmZt$szIC8Xjq` z6Ze7m+9j2%cUjYnSwaqqEUX@78LMM|7kGOZ}G~Cg)7XYhSNRk=?{AI zBp6o{=DX zYW@tc`g4ib2B3WH8I4pS1}J-1AJEz?HdA?C_brmrO7JI@t{Sa69I!UXt*wUB#QHMr zL{2VH0E%-8PlQQSSS`#g{kBfRKNUsh$m!eUOM!c5K~^h&r$fZEEB}rS z%XS;=A~;zF=OCe7E4iDinmM^B$tY}Nwr@d}jgAiJZo_qHcSf{i;lIcu+)3^xYR?vS zN;tu}%pXO$j9k+}!w_U2Nr&LZE8`aMRzgHJuVe9u0`EtphScwg7!)5CsjTc9Z=M$= z`y#i3^7aoIWKkpqtyWJ%*ezLCr;a@RI>g7PCk@OUje3{(_ltcq{3aXa<=?lc?K1QeK%|P_uxax{E4W94Wd##rDDbQx@O7j z6*IdcQD#O<*0oz!M^3g%)}sN|T2b0gweI5J7ukYFx9VD=En`SCo5`A~{6tD@P#`8} z{5Y|)YF&HZo{iWJzCJOp$C*%8@Ygn#V&dU$dU?7qQU+qwbsm;YD+QsI`z;5Py)9p5 z>(E(|zb;&ldnP*P-=J}Lx&FP4tMXu=M0>R=6cWwKs{YIKhV5J{n;Tw~4_V<|-UDo#V!eT&p9v z=c(g154XDhAox^UYYnHdU+~xeh4ZPVXcG+@E>{okfX|k2{nHB^8o6!(pErI=S#-~! z*lnxg-kkW0ZkFE71$u{lQ!47c%BFbIC5eH3YGrgh3% zIe_8p)m%_^Xi3xIH6)51m~RF1clLPJW-u`YljN_B+3(U$P;bjUXwT|}t&ui&1(-bR zz;CwzkNd&ny-}HefCgOa)sprn)9oG5let^3viDNt<$#5Jq2Zyy;lk>>2?m)-7E7A8 zJGpQ4Y91Z{7uQ_y+W~%~-Uph}=cHAC*!2wtaL9I1XS(Bs&oXLHmMy>9UBby`4$it1 zsrd^sAiDGg{af`sn>o18ohb=Kj&}|V^lAakX_tf|{TN56wbKH<7T+>Slo1~qKG#I8 zy&U-x;+xw~_rC7n21U*_Jt|x~b!MwBp|EP6&ABp{0^!c$p7#+^d~VP~`4H&nH>1h^ z`Ux;yG1Xp(DS;ztXeqjnK}`q`F7R%r)gBq0*@VoN6 z<*X4mIjZ&g;^oP+&STP1vf)C`(}qeG>#AVJc(vBoQ~@pQ%;za&3eBioq$hq*Q9II; zetd>x3b_0@5Sh7J_-rZMhuShzkKH$-uxAjx1`%yj_h(byFy!{ z9+c8*cZBuv^Y%wwKS-}HRQ{OD8=IUtHBwAXTtjaLqN#;wn*BaS>*1LKpc~(xD5hqu zSu(Yvu(7o&OB^9m{wn^Z0_Ppa-nD-q9$%fV*>*(Qrup^vxkDO2PTd7CwsNgnOVo3u zJwO!BICUa_qon;9|C2nnjy04+EA;xjYk7bCIn|vWm*}o3nc)_q9;R>^0CtY-Tvi)l zotclwl(NPF3U_3*CInHhE~&C}Xm0)^yOt>?49Xv`%xko*-ugtmYI^QcWPJ`zH!#gW zxpPjxyV8{s<;XtH+Dy2h5|7YsuwgM%(^~7A0b;5;I0I?3ul+)}w*$n!37F;BA(70e z;a`#h9{nnM)zh3AzmBqG-)5h;Cq<^6E%t1Y@>@olYv?3CgYsO~a{&g;k6(H>(f7(299z#b#rE-DhY3YnYvsb$K(%}>No%89ebU9n+s*N)?F~U8yTg9hxgt1A~UL-dqLvg17c3~$2LwSodMQyANC3Z z!J1^Gr3K$&JA3cw(gJN?{$=7DsCD?bSNJ>?xjP?3SG7#!IE_8F^kF4p*V>Z%9^K;v z!RKiW;W}kF4L!{woN`?xSPKv1I#wSi#qK67VIJwTja5;xS?Q--Wdw>UcEyh6=KJW6 zvG-Aj@jgw5xSMl%!^sb--=i0yvx6G7wgFc4*YyjTA!|FL&s#QKpMRr8k99X6-W1wX zGV!V{vSjy~ZoWd%o;q)H#E*3OBHY+Heu!(BYXi$y`WMw-B#XeZ)UNvE-o$WKy?Num zc`@3ZgDt5xG05^2J>$xEi@bgzDCXEdhfgC`G3rI$s6(V2Tnz8!Fj6bPou`~?XatETByuD|GGZJ z)M7`M;qK1N%r=wE5Hl5~v|aA`{`&K)&38CdZ0gJ$VrGYzWULKPNg8dn9T`pFj^1}D z2yuC0ZcfAeK0R|OYoUsQJ5Z<$eO0L0$HyJ{L5!%T|LmzNeY1P$vl36r&_8IyCxYU7 zCc~0)asLwN*GZOmz0jHlRZ8LK?YT0t?u-(|P$_(G;d|8x*Dl0Iz;NsHnuxCgZ@V3C zw>^ei5BHoO7^&^NptFTyQRds2cP2;`1Hg=_N^bqymtuMtJDgEPlr_c?#}b;iZna8Nli!f#qtGxS{X znN1`%&M&qtr#`1fuIF_rs;=a3s6*GzFvjgLj8XiF&+M{tft zZ1CL%p939-HX3%+6tujiq0DK|9@6)pf1G-m(fJPlG+g}K)~mz&%4~W}X{cy!|7NWl zaX2yYGRSSS*U*j&o3Z}k;q(IXEwX(sR7|ZDj=QPq^BS&Ij#Y|XyenJfPk9KQM)k8L(`;~;^UVA zc+lt6)&RaZlbyZdr|@*CfY?(2bYQ8z^v`C`UlA=#+K(9ohTx)@@y9f8FZ4jTM~zv! z5L177iZDdxTLG_pL73`m^dxw3&<5c&6?pX5O1sW)R5t`5B8mV+g=ypUKjf*lx z7kXlc`mT$De^zUk4VL|cA5uj8R(4*T3Us1m+KGdMMi^va%P!8z;~)`%BBBz z2F)Xf6ct;QqX~!?MI#Sl*Gn|!Q?<+2#L}_3KgaasTT3&14XT&2{wsCOS^siQPm$#M z8jz|Qc_?v*BxK2KyjPmrVtMTT>v2XKPPNY+u-&hoaX7AeitOviZIx^Xv;*?Sa=xo~KmG z=jc*=?}?t1Qymw_sBf8BHkz%>EQ3i0v0A&#H|}ZpYLtXpp*hZXzZ~Y%>~dI6qBt!~ z8oOJh1;TDK2wf$84c;m10pi!wAjgcwM&s&~K;f#M8~pHotAYXOcBEFP(~5ro`T1+` zV?;{+|JJ%zx~<+mq`y?6(;gJuxu^A6(HH(45q)j=GPSzM)skOHsbKZHKRQ?NB=!lU(SX6Kf!>d-H_KRIJb z1U2jey0H0oxSpV;RRWUoH6hAWhmWU}eFrr7W3Fp1h{d}ytO9PQp(Ch_Qfdt9Z$Kg_ znc~xUl7jkfkjsahCkLARj(vO}In${wn_l!a7zw8Nt1KrD^_YM2KDiQaisWmFsp^|^*ulA zr)vMnlZ96ScO@U=RPEDX?ne->&*}X6G#6R;1DRJ%ZIPpqdV8BsPMZ~?Q$*T?wtRnhA~eUVoPI6cpF55o|^SXiKJDRH!;3m zj1*~jG4@J+I=+lB5U48S#XO`HBziEV9P(c1$#6xCft`(0#BcOMlKL2z zl`NgZBhOR#h!t#sV$n9VLH3D~aCn-;(dVY!jx8L~O;?dRXUgt}SH-HeZP;^!A z`n(oMiJe<_UU#$!pIg!K|6i<7J)Y_YjP+wlPZiwIBX2J~sCqR!Q&4g3?bp%6d&ox< z9i^3u7tkY3#}g*IK4(Y>0y(6qZ_Bu4z&kh*vMljqN1_`hV;dEi2Kl=^w9>-c1TTI% zYB>A9jx-gm5l6R+d_Tcxbzc{1R7ac{Ef42noNB&?cjz4Fm_*S6=YV1RM=JoEx?b88gyV5d8}AKKHYXVuNBdEmSDD8RmI3 z?9t2Lb(@r31J!e9_2A!=Sv@5h34mXFRW|5%OS#58va!fVsYgKEf z?v)3Qzv@s8?dRd^zLy`kSjR-pKk{O(7+%%QLTWinbQtIkn$dS-CQ_uz>Npx!E)-5BK4dS6ekMcaK;DDG^ABA|_U&(C$}lgx1Y#Y-yPDw-nY)ry zTC~IUjAMn%(V4>^kbDVaKpl$uWJW-pRjKdPy^xhSF-ll_m$de|^{BscWgA|^p#4%U zirjX}wIC;O>_{2QwyY2y6d?hQechd6e@A9iG+%)n48O4&jGn;dBU}pSH8cNo4aC;A zCrFpO(XPVMqSprGJpk2@t{m#U-mx3D3E1y3ADMx7tFV@R7sqR&haZFnE}wcf+wNw= z%IVG*-$wcGT8#C-@Psj5%~;~O5yb?!3~w18qON5|$vSB{aE4&1OB`8KeB&@YT-M}F z9H8gY6aX#^-19Ze6HqtB#HX>W+ZP6I5p4qu;7GwRls(Z=-HCb+e#9N&A$zpw|GL+$ z>2kLlP@dnSvsro)YbV9I4Oqt81{?-Nj!IE$x`is74RhJ3_P(mNz%f)Edtld*x{mQ; z`bAIaL8v#THNP(bWfrNzTr*Db|3efc=jp}3UN3GrlPdgIFd8WV*mh-B$7ow_lpaXX zea-pGcTkV+XT$tX5&rGqOOJGOF4Yz4it7Fd7+A~vGVMC@NiEy5c7L}+6~pn2Tc(-MkpPiRjP8)pQpr#YYX0?|b9GlcOoSuWGO<}d z@7ZLv@SmjFyyO#>RA@sPGrfm`Q(EHFk)Bq!fn;K^x4{|cCV&r(4Rl!pgi|P8>y-A)@}^xAm2)P+c8EdJQleBZT-38+%A^7Nfav| zpNQH9fzWHh)MCt><0g9S7as>p(uG;g$hMV%=K(kH`w2e{$K}fBjsld3zJ*ukYZ`+WF{G*vj?mIb`LXYfSl%RyB4T=&^1 zTkkmkgC_>$volXWiFbzrdVrH351hs80)^Dh_!fO0uIKj4^F%Abu>u&#L7=k&RMpj_ zmv8bon8khob=Rx}jnS5b#;&d_Z-(-usiF{OONUboD{(s`i083;q+`~M% zR7Us;W(!A{b#%zA^Sb7jdkfoE<`KmfY=$&W<_&l0<%xlX9c{1YW4SP&FxYr0!;Sfz zuGIx;OORwPg+t%O`=!x3EiI3NW9$Excoyp5Uft#l>%yM2=m1cYhXi4o$ma=!n#@J0 zlt=*0eF^Y5;h?%eOs3i#56VSKCbuDriyo&Qw(0)L9;QHbbz4#}1PPx?gLB15f)|Z~ zasU%cgAvyAkYE{i2<~VgLYMWf!Z4AqA@=b^beEPtsT@+alqOh9V{Tnuy2oDk@Z)?; z2Tsv^yN>G~<5lEE4!>c``Nn2}G$-$zexUCIcme%R&;aGmPpRQK1oLX0`v@~qKE1mn zr=*Pj4?=6awI)?qEC2_cYID!vHD)yHo}*Uel*v_SOx% z9TZEP(%(}_Yd%qmPLIx}yvKCXT6NLpb|DjTR56~b z(5p&ayB#C?l{a0}Q9=AZ9N$T5Fctnv?tJxqCgNOsr^m&x`kS@ou(^p~|JHz%@+KyG zxP@5^-{xWixjphgc>Fr1^R11eEgM4r$ljDQ)09pydA(@pPg?)B*Y8cO1y+XK%0&cB zuh|6!H`Q}bg19GYvxfPtr!GW){Ico9m!-Z<%UU>@DF#Dl`L_$srT62vE!K$}P>fEE z_PSU6g~d4OIP@GpmkNC~{3U99#C&m+$X)B94X?}nkQc%dAf6z!$6zMc>t zi2>Gh@bj=k|KJ|$Apy|ESX60drUJ;rQrfA0s{lQ+7Z@2AS^GkK_s%zcRTj@(a*`R$~ zbu;$6*63jB;6e30Bk-yh3%69^^RjPuNNZ+KsX``?RAFf8|Cauz4!CPGo0Y>F9?>)S zzmEVdWPLf!8uui4=jjar<9V#p6^=}&oDqYU@t-##q>;L6nsqzwidqA*@gHIN1*C7w z4L+%Q1x^z9aAoe^N+t6TLzhS_F|Cfryu!n%Kw!7sIsJ_`m_(`-+o6(h0d4QTeUR4Cm1g#==K@r-}+DKw^UL1!?2r; z3of&(k6!$*OF!O<|8dfrdY!XXOIG6Kw^TCs%jd0kKppg~!l4CU-kYiOBs7pi@^^p6 zG=D`hZ}h2MpKm6Bmq#y9D575n*jrdVmhu}$W@M?hy9Bq=r5uLpw2QI+d0X!iW8*;t zIG#XVdjhxZN*OWayVJD-C_Jz_(Cc;P9Mr@+5|9SAe13?DVKz?|0n$-TW2WT$C8{Ly+M&nYdb&|!EWgAURD)-06G#6Jv5&sKwcO)tQ;ps^0 z8^ueCO}73cNm3@9GWbJO8L|I*&3p@k`^-5M=h?}Bi;(vjG zpWC$n0X2mOXojXKYfT9T|45wB``UH#R=ji{F48{_oz)s7WDIpN{%@fD1LftI(L@)3Srw_tu?ePLrolAMS2dXnDUy zf!5MB-{0Q3^#KD7xQp=e%&ji?9Jr~`cHES^BiCXt`Mouy7mMz4JeqWoTv;sa*binI zf_n$(!6*nQ(`kA#RbjMy~>sqURL{_~jG;UkIlN-jHx+5v+A;PVUQ2Zzva< zn@gOm?bxcMzF_ie$W1mM&?bBE@~)u{S#qJ%lHIKlXMm#Yua-+a<@#va1xZ_jDXFKD^hTcr$8HOzbRoq%^?IYFHqv&FXz~ro z4R%M|S_yZI7yAdj2KAbY8$7Srx90qKQ8w2M?k9o%>9{xR;t#Pk1mkW3ZOaZ-(!?DZ z;};{TAeIrXth7x*DwYvlr?27uz7o8$Ff`Hupo83i%|nj{_w!~804!)(u9sW0>7LZz zjnVR67{Pms$2MMGQ;IMN1Kr%K%3HOAun5Re?Ea;=y?c;6 zOm`XD0Qb4I0p1b*ZBS$pA5-XV!0}xR*+W1aSuA#g3GJ&bco;6SXE!P#c`zPFoY~>g zT<{Vow3mvvoiW?on4*&mv-w_dW>lFr8FUwZyZ}AGd)|-wsyRv;-6Rq*ulFZw2WSE} z%^_q?!235c6Mo6iD)pB55I=Pys!$nk2Af)gXlRk_!|QE&%z6vEq@xV*p`dSxY}y+-uddXBk}S^g@;+Stst>M zI(d0CV68`;AOYh2S0TYh2I0TcqE)9REXDb(fIJyX3VNbg?nXb%!o z=xcxTJ^)?3Ykc~7drY^@>aFU=gcnPP`j_%wUo32MJ9i^n54QX>9Sw>ph_lcdliE9T zf8f#9UI&COzY3aqr}elIS`_q#c%QDiRgPZ$)s&?&wI?n|6*p@v?}b@YnrVVpD?p8; zG0L;}Fj&BEP@P!S|2Pv>dWrZi+HrKY`(($qG{&*t;z_i+nr-DTaJ0dg*t-eK_^IkaW?696?KY0O&EncD;utK$~OVV^)g z{HY1vaXxecNrtfU?#HHp%y%E}w5{z;ac|157WRh)R&nbk&&07<;iYeEnr+jH&0U3% zYb~3wc>t-UN}rfc@}HXnG9Tc~3Z|c6QdPp{9vM+%{~C-P4W;mG(oAG$W|TX$9)(lQ z`uD7Ugi@Pg)1n`kAIxeva8F%I-{f}w}e>F zCG>}lXOu8aN90y9{;nh&8A_VB5mshxG8gQ=S*2EBL`C1tj>;W$nbph*SWe|RIWYZC z+=M)s%yn+WTsF<%cNj3OC8{yNHfQA#>OUdxUv|HrtgBkb+<5gtOkVW{5zjY!FpGp8 z4GWA%*0}MvzD)sww8Z9g`LXR6`^M(H7m5gvk?^7*Y*({EY&rk(T;qgj5oP&9z7v|W zm)#ugq>Z^)yCT3XpObceA|jW@yISj95Jn;4+RBR~$%^8gKMPNG$kQ>)1KeV8*4T*x z;fa2po+0P)f*aWhTKRl>*OlW)`7w_3(BEkhHNKcl3vWKmY0l`H)=3pMNQ!=q>4~04 ztKU3ejvC~kLd^y=?kdH!hK)Zek;6`G=$uXS_liIU!|qqC-4kRrKU}5z5@1dvJF?r4 z&sss={9d0jw;Q1<(?y?Vt9ldpF2ndg&J9u{f4Bi_H-}yRMAYpaBq;b)sa6GXsSaa3 zY*0;0crJR;)sq`>{-pfym#!BId>y6C-B40$k)!7+^!TgxAs4MH+ABlBfbS|i!7#27 z$6EkO(1g<#7RpiTPF{@M1Ef$pzDwth$!G55tT-1Wacn3F@5yV~7>;2L7BugJ?i>Y$ zRbzT&!wIV|kd-bkY~tperz!VkSiiguq=Z8Hzv%|<|Bm(F@KQNikAW^S6P!ZZ##bI% ztk9~6T(A#fzCXiJCNBq7s}IQ;!58M1fO31Js;@fi3_Np>i<0}%nTDVg;P=A=Z`@db zMAm%S3U->!@T^sSKGJ;Cu3>OQZ?NziMpZ>Dud@FJQYnJ6tMBCvbwbyx-@VU5sbiy`j z!&!gE9`e(i3`DIK76`~NwD*jA>X^QQfGG_%N$cgm=M<9if4{*nXPje=!+4AGBmAl1 zyJrf-+pMmGyXk9alR6gv)x!z%;~VH6Owu56ts?huL>KGPHpy^ykCyuzOx1v1dLlZ< z`>yd&r@8(7lxCTs-fa{ig^?!9YHu=e&&hU*CT6@j@1wM4tOzm@DZHD0v}IdMVWUEx z!)EMXy=(o|cV*v2L)rA_WiX(bzD{`~+0B z)3(~UV2P-rMr1=&?poEETvwv1Xm@iJEq&dZsmsH_;e560k7o*c>-fnarVpo$$I=xf zYKw5*9R-i3EV^;FPDAn$VhRW)+JJ-l#n^wf`dCvQD&FsyR`#>5qOaUjZy+nswp}~T zl=#VATd|{D)J{4=c>OJO^-IrdhHv4r!!~RivF>+}QYT`L>RMVeNVfCZ4 zR|6R&xCaq!e4VP%K>aYjpnWn6%X>{6K7JiF{q!(#WFw3-Rx3L+Fx|bbqy_2Q;Ps_9 zOYt@!q;UFj?j+GEH3I9;G4O!Cb5?cgnbD}99}D^QTiiWA%e||Kp>^W>?@vTM)OuY=ae4+%lTfCGGjQ)EY)Xq@QcjoJ0%~ zrY4u^4mp2{Y$1QgE#V41{96q#uSk;*JCoHXD_rv3os1JMJArbev^Ab2vOolJ7fe=@ ze#P~ah;*3Ovv!LmQSWvP%0>D9!fcxG1$KeQN1sU#PzP%F=DkO9K^OO=Ful$}MWHnP z^S~N9%_A>Uk|w%0Q2yMQFj=@Gq?LT@Be$5Kw`)n~nXJNT@D34_`x~xjRFhUI#<)dW z)n8;Mt$W>Kt=+Fi`S%fn;|zj@HVpq3v0$QZ(a^=gcBtHKcU11X5Gqw3s9euL({B(T zGv~ClCbY*buV<*Jf?CQc`W}WXf(L%#++o)-5ikEs21DrfRKdP7v7!rfelezG29I-I z!5*Jj(E()(q^zMYH{?YCW}xxXJs!DmpE{gCUE*#9s9``DZ;M$njOqdHb+8wnGQhDo%1U z5uRsjY`e-YZdX?i2$Zj}{bFg9i1>w2_a=kQ>S04?!{5q4*xP?YLpg^vUG*jCTIr@5 zJk?5k`yz*bglx#W4ZkPx20Rq5Hyb?$Ugg|m^K{jn4E{>^Ih}Wp4aHC)r6vTdg$+_O z`YU>{XD$2nu*^g{qfgP0w-4Dd53nQ|lmL^ic#%HBN1!TqC5<)pe zj^IVOHNe6Dr0e$GRpvJk-zQm@VFZj_Uz<7iHg27aWg-C}NVrQN{*ihYAl`}pMr0zY zN%UK|5$P~N#G`Lplj&mh$zV`aKV+KH%mcV*&?r^fnHfRw$=VMW?>beq_CBwiu$&nq z0?Z&gFa8jAI8QlI3Zzu4-N!t8sV^0m5WGj!JhfgwKVQQdlG4Eu*?< zDq+O}s8RE5DxpBCCt*#C`rlcs(}`=O7cqHZ#UrBE?<^)NGMfR_fT7O5LrR;Z31RrW z@`NM+@+8Warcg@nBUr1y>pvXy**kOHiMBstTL8^~X2=y3pV5GT|?~ z{WoaflY&O^MU&GHk2&Kwqy@Z(FQ2dLBfpRWCPXH`bSsDxA!mz+P1XBs{{DR3tw83% ztke&fn~CJR?KKNL3_Ak2%|cQ+?pjar6r6QwF{IF{3)pwb^FHA^KQ64C)WVIg?;JbM z=_*^-HqMS0x=;Ggj&I0BW$@yO%dmg;F1xub+${xVs55^duFca)qW&vczgm52{s|}? zzV{he$M~Hff_&rAz-@&LStn2#&s?p2PFzZ}i2vUWiAkOh!^kj*# z3P=*_9HqvsPL_2?V4YYye)G-JYTHMx+{XOLG8{+-R3$1rSFknrl-jOxwlqVOd4vQ7 z>=x+&d|&_))nGc<`T9uhYzLD)2eh9^yvDw{NCNqSQj}3$Aj%9;M4SpGD;$&WJS7-D zkIc6G?X?;6G5m3u#2olYIxY24@Z&0F+^qk{UJ!!Dw2$WG*ps&bPzpLvtPx|2X{3hsfPf1k;x>~w);b> z{&Sy)AM|NJd=0x1xfSn0L%0H4f<1|9D!95{ZS#@@z1jJS=2^*i&WQ)Nm)V2n^wT|^xNxZMjt6z0Tsg2keSl>qZ^eL?S~9YA~vyKJ~`^(Mbx(e za&6_fg=}hz2yRkw%t})c_7BqK6Yk0%Se8zSy z-!Af&tL(27kurRYhmRkOgn87)6oDEjBc|dwi;l4yXRJU*@imT<28hy3j91Hs3w86S zLDLbrS#huIK!Cduh%}-=q_L^fAO^X-NpYuaRg~FHfNj*aT>Wx(`^l(h0NR+`mb-s- zYY6)wq-+0?{t}n_IGnI$Xl$iTZIax58CQ%AJ*{(wusBQNG%AQK7MV#)jc6M+p0 zn!Zy(4JQo_7(O*|fVRv#FV9_huQ5fjFf&dVJY(5Jzg<(wQHS`PTL)6)~)JeNR>2&mnzCFwgfQvI4jp3GpT(4 z$3_VLo?88tghnbPslEJoo1pszL_PYBqxvqz%ke`;neT>w^=2NjF#9}oDd?yh5w|=2 zKW>Ba5Gz+bv_Tcu<~w3jUWFi$W>JvEkjH4~5S5Y@+m2 ztQU6hMh^0h&fK{@J>5S(`R$Hk%lWI>=n5we*w0VV-q@&QX*0r^ zo^B3X+N{=1SI7-RnqBP;O^zi*lcc@a_+WoLUNC>y(=9tHH8%;+6&8m-c<*jtit&%# z3R!cLYR_Gd_)y*nzl!qNd)i(h!gG*4XLr;Wxg;BXM`LB*LwLme^%rez7|LeFof`G4 z7-7^##ioN==T+~x(+iV(3kP@321UN93&_{$I$a=>THYksZBk}*Z1{mi(GQ#65+S`Y z@X@!F)3C7$81p%^X5kjo_BfouMP1z@&Fsc}PU-h?1r!5L1Wlrk3gt}$dbU~)k@1cp zlx(4T;9-=O_Y0-TawYLIVm}+haM98gx=@Z+2KSsNbiNCmFg_~%4NU3z3dfxjq~D@= zEv1GKx@X_Q@2OWdKgivlaSX|3htKFuu+_V_S!*-C&>wFe~9WoRl$oe?axH83hNv+jwa_!hC0 zs*5E3mmiw`a+=Y;zGM0}peA<;itoxbbP#8agZtXw8;_9#?&*4^QFi}>_C?xx&`y!Fx8aT-BcV|9&V%7J0hC#rgd|0PAuY~;J!xBFWImZa^8xP=QW zRgv`X=(oqG0GjC!m%vd=7^GhpL&DBCB^1~5h=H5T7@ zLyqx}$DG>9yw|eVaSVpW4uD!e6GoS4ssfD!EsDEA{7_}ltdaWM{A}XNrtURby^5;v zK7q5WtsLCFS2*jpsy0pfT3Sw&Q@yuWrH3}0(7MlwkUdAayA?_`PHk1tW?ttR`INt@G zL^n9qI%p)5@|y3WlZ3Ii{u-gS*i_4$Qy#usC8Q8ZUY&`US^vc(N+2>?t$9;c@jIO$ z=jb99USNF!Iqy?=bgQVR< zHAU;=7)j}Mca_6T1XEVsBUe@Ro`Ej)9%fMRa-ZT;N6;v+X$TV}R_lWc_Z__C`Ush@ z;*MtNzGN)lX@u|nlr#1sge0xt8TxJ}9%Y_{`$~0PtusR1Nb(Lbcs(7Yf5#HCW4B<+|>D-1LP)gMWGm4jGQvf;0l6p|wh_dNt*p8?4 z?rmt{ch{{$QjS=0<=DS%w`kDb|vuaoL9r6(6d&Xm9hNYB{i z*S(rMB-eeAME3vjQV(eg7QACBt*iBizWTRsF=b%Y;K6~**0qAs=}MBDNc^0(A6g0k z<|hl#KAtrB58XhdjW8R+B-eFZG1BY5b7(HXg)9Zw+14eV04!Q_=Y^e=Ffzeoov z{i>yYtR(6Ji4p6;dao@!XYQA+zOLq(Vf6yTFEq6?s+%K5tA+&IMKAk+1>r{wVolE6 z4WY*x+>2fc$HAiXYse>fm&5JqS!LW`@~hyO`@p7Wun3j&?e~{2sz4L5*~9wFrYi~4 z`kq@F^Nb&(&a+x0-p!qoxLCqgY04>Z_J@iCnwq>*nC*xU;tP7w-@B}_NV`>#+*7do zM3_}VYV=aXoKw1*ZLhjnAvts}S^RghUDzS)a8;(Z^{cdZri*3xacphKS_dDozJpu( zW&6S4#z{EiMIh#dheH=H@Cll1NN)%(CrxHb- ziy0J${7zpIG7SnA^DaWo1Mf$~5cS4Z!)FuxxmcffFG8E(wQ*qAS9u*Jyr*d{5Kiz3 zzJ+)9gUS&PYJ#G%v|xw~vsi?h!Nc<|Dk++EQx`^x2|PvhZ6JQ>%VLDi-8XUkUf6Rn z7R`jBUY*f)cn62Hs)=Oc$l0Ha4X>Pj_B6d&WQKdUR~v1 z5tLeEQ4n-@KC*>((w_IG9$$Q7@Xy&ug~69g(QIIEzAfsyHYxUqkX4_0yX^f-(Prnt zKj-Ei4!)ET+7IeB)h@LCknyelDpTqB&r1KzL8-!ZMK!kH=QL}s%1*5-51gs_gw#SY zI-Iuzqd{93#Qr9V>Byk*Ol;er{EUhmP2+sApNS$@IjdG}%1GfMxiOG0Dx6%X9Tl&7 zZtY9RTz4-C27HNdQdH|(QEF8S^YMt3Eq>-_g5fIP`#|uHl+Cl@7Q~B{OEBRdZF;<~E(|F4F2=1)Z^vgba>1uLN^`nLlh~I(oIRq^otguM+n6knvo@4Y$9GeFM zI#`2=mr)GlxgBL3gH`apaAv08#%n_($9XV7TW(w+D9;O^k)fxY(^@-`;sLMI%9GPw z&V6#Gcna=N2<85vh?gLh}mj6erjC@zOK6x-ZEL2SGT1~=U-+f(`3-cZnh z-<`_uy+J%c%3sTf^KbkZ7Wfam=VJ#JmVpm5Q5+i8Dhk_GrMqM*k5dFl@wDPDdX?}- zeGC6MfQ9ztXKdOgb$C)|F?^_1U4svp6B_Wac7Ou`#kY)26W@Zz@;%tCGA`<|X?=wX zJG{q?dP{N=b*QfLup|@!AopaIGrxE1Cd3KgU#iXyR;_sx2F=)3=*<9UX4SfkcLp7Q z5ONBIlTPRy46~CHPW+Bmb4w)~o$B}_>k_e%wbj|R-Cx%vs`bhCTlI&=T-&+|Q=1sy zb^UL}5sCGzt;%Bqm4OxU@1Jb{O+#y?aCgs1lit8~l6)6w;OS;~*THY1!D}HLPO%gI zg2)y0$6i!UzHVyQ4*lx9OOThXVWsZ~OPAvOOgL7!3?kV{W3>4vJyZRj0gQ=9r2Ko; z78ms23rk0)o4_G#f7c0J#?R8Hu@_|r$6lNd?rI2Sd~3&#E}}V(K$GXc%VMf9ew6E@LY%5 ziL=%XEySb-M(`*|T=rQx?gvXRm6Rfl_co<7*EY}NzZFfg>?JLczR{m35K*1lfi(Qr z3U>yBc)^6a6$NqTcp8*gEhI48z-~s8>jhTmQ0Jn$ns@gB($U7tS=)I<=@N=gc+&HO z>2xV-^MT`iUY+k7GEyNlAhX8n#QpI!yQXwUJ8V?bIHoCJy^kEb`JeXpZ!v=#l9@}^ z*l9H1JSO)1`a`%Tir?M$ih-xu4owe6ehRu(jiZ>+4iC*s3hDEquY&$lR5dD?UHL@V zZ}g`te<;GHTzNBJZg#`zi*0+-B91kj-`^6o%z@t#9j71rwb`EOX{YytVZ|tmoL)WX zlXErb$73$@sAqT$Dcr&)q{gzjvHHrsud-K;L`^t{X)yVOnRB(ZMh8DSUcEFekFAM3 z?E3qZ`;|@?vFRL7b~S0=8Oj1?-$9JHIZz#o?4MGABf;7Pr1E zi)#PU9uT>beK{}QuE9A`8)rkE4yhv9w2)Krk9VAMqE;XMiryjoF(Q0~f5}#)JF7Z>0>3uF2xn6?eXojS2flXX za5Ii4;ZrsGIsXq=?;V%)_CJo_d+Tb$w6a^0mX&4Gi31nj>ZUC-Z$r&3isrmXYKrJB zZ#G1&tW+FSR$6Y&fiu&<0g^dzpjIT5I5Gr6LVxE4_WpbyzsG|=&Umi#0?z9>&uN%$ z-WTy!9ARbJ#T-Sx{fpvKF_>9weQDmrg7G)G`by)?_sixHAL3(jrb1hh)>C5h$6qf_ zU#V)!5Wy1(WXsdFVSf}nr#s_DPL?f>R)yJT5gzf+ZCFigyBug@F%kG-P6GtU!*rCf z4VfyR*-iMjj4Elv05@MBht3-5R&lO*b%8S%|OI@k?sUkQ|PiPjvaCW+8j|Ft4^&~eR+W6Sa z)mz~WB-I-3oqk1TQ&cg_wuC=5K0jUgpklyIH6v8PGV)vfg}h=~RM#z)D`<~5)Ht|6 zPHckVyb(#W8WxK9u@QF+sv|DBUsy0kT|BiA0QmHv~L{2PB zCH{=+N=7lh_?F6b@_9e2_)nTA#X-YkiTJ7vvuf?AP1D80(G9ETrI#nCxh9__kC@vu ztrv`r<8c*<+J<9Fm$iM0`<_=`<93Yl!-9tf_kLzCKZA@EI#)5az`6akos~D457cTj z%ciUMM!Y45G*r1!YMK1iw?>Tah|xy4wK#KQ)>qd-oO{d)Bjz6DDgAM*AIVq3GQbum ze5~&eWKPvDY?!9D&m`-7$!aLh*b|$@4CAXzxi&dui_x#(+p%q3qrY4(p0v_KYE(W` z$7gwVaJ!J5LNbcu8r;PnSsjybq^yqQ)rU(8*Xd$YNtD`nk{ejQO`VBzQ)jl-ZaI4= z1R59f!}N^xPvHX^r^(XI(-nFjVqfx2Gj&9tCpMQz{<$Rosd>Fpn*sG|ZKLckorvVn zI`9+uPvslAf>Dm29=JYu;kEVk{@W#+chqQR1l-bf=`Z08HUId2lZYuCoP5Ib$+E(9 zS?Mu9esao_{EJ)|R+O>^{RT(bLZy4r+k_XV0U@D;e2C(jG!ga3(;`X48uA#QI?eR< z5Qynr?kBi8*0Iy-I?cbR;)!3qUT#Xw@x`UA#y*$059E=-`iEz@t6GE~FD(5T%G@1`H2{>RxMV zYQGfgSk}xqBl5V6{&)n-n6ny#7j3)>eeJj=bRa`A_M=r0BGT%vSS4|CdlsWTi4`_- z+hW}6-pKg^?$cCoF9&z=f)&|0lKyQD(q0XQ?5Bzha<&1wDG$-TxTn%0KJMI3C z+gnHt$GyK`W%51a(wI74Ivc&%I*>^Ea@;Yp4*nD6l_d6|N=e}TE*HMLp_`Y1rBocw zjC)=Av6d-NqhaO*RGw5770Tqi65IGawqF!_&EY=yy~kU>RRkJC(hsTihbBQJUaDeS zi)8;(^!G@LNoh)RPOHU^$;Bc<@DT;WF`_5WxLsPiZ@g*U#2-qza4^srI)&l>G7+cx zrn+sw7&SKdKq?mc+29td8RDLEJ5Lb0VxX;N{%yf8`BKs3SpF`3_F2MF$w6J0SjB3K zNQZ@CZwCMPy=BWXLhVX@VZ80MsS zc`%U}cR=*wZ5Z>M?$k)wC~rB4j#Z;8BDdgl?F%bHL`p^6CMJ^yHE=(IQGk=i4ndvFy^@MUIOtSI)Q`q{=!7L3JO+210!W>=Ytug=0FFa4Ul61~2OcDbp4zIg>ni*1>V3^OG(sjSyeH%h@o!`bmk(UorwgKX zw@Hut$A9a=;idp=GV+@dp~-fw8ZAqbFgWu>+L*nI!w=SiZNWv8e1_4fxlG zo@XxSL{(Pnkzd`16~K$TU5f+PYn`K88G^g5)#yca+WKKr%N~^cx*oV@oXwe6h^=km zr-(F!GIy9auBA!uIy!aoZiruV7Tqk8PU@u{ZjvI##hIiVCvKtN3t9qkPIn`^hXtE6 zl3i|#RWZl;zXtYX+E-vsFn`=cJiYig9_8Cb(Q)JN{&?>hx#X&udi8R6az3?e3TplZ zS57`d!+Px5^+qRO)^^>1)eSjFC*3%6i*rHZYw)wTIllkOzMmc9GatEF z?7NT2ip^O`XU@Zw)zbj~wX{LRu5`>m%@hB3vDZ4ljId2fJ?&m-s4@^a?-HFvII&7= z7ld*bM%|Wx*x3AIa~@3}`DSmV>#xKagwLBS>__QsP4@cUo!Uah+Tm5po3j#6oK97H ziH@nX9axUl)jep3o-8Eq=eW9FCDPgwFyH}zR_hARJoT_X_v89rpM;yCDSOhfn3VzR zQKllq?{X3_&QMkXSn96)V+8-4T=;6vB=JwCPXc*Cyn!|tbDZg;Al?$FOw6bd-zz>w z(9#Eq4*Rhtq<6*{m~!ntr?Z?O^u(#QscLz%nZnewoU|Y9 zx$T5DqQNS8QwbZK?55xJ$$qPyw@>ax(yxPhot-30B2Ay6+qd~VC$HvH|8ko`{8RJ8 z27bKCT5UKDdoR_qtMBt8Z3BeR>~hLQ->&{;k#^|6(5LY+pzRxB=l#zlYGTDcY*kl% zpdreS{xH2l(CC&5%ky%=HKy$WSy1Ub#+V58PggmsCnV1#N zd_UuH`NxzRsn1DouF^KO3~J8%8?t>A`c|IhByJbQKh`$5+x4$CB|CI)gTipTl22opU3~u;w^X%pw{M~rkPCB3EuLZp9@#m5 z7v?uDgeazWM^T_5`vB2Ee;Gup`>c%CyK}B50k&HF`B(rf7_>5kL!>u94!8536b#z6 z>wimslqr0q4Nra?Mda=?o4M=2ZUjFbC(=kgoP8;0|A@r~ z+X?4Y{+d~jZd5Ce1YcHe>!C>g3h%4OU_#4Ri0XFN@sn%7G#1>tQ+N9#U$v6@nNj^402=}}`LS;b@rHN93 zW>OS2?cY)lfm-90(E3?C_?5k{aP90yypc{9XBbl?VuJk$``-cnPcLd|hk;!jo$ z<+D9)=5h)oAzX_Di%H9U83T&KRnM|vRO_)__Lss2vi>wIv!8HtWhBAcA##$$%%BA; z0A*B!S03AyD-hVSU29@zU3nJWLyUT%uU>TA&FaS3QNe0!c8iN@5IL{S#iMCKTis?Y z&=#T{l4~4SW%xd zpiHk&j|3At0@q~;1iT!Z7N`Hvot?fTnmvH88fS1^1I@{aWb&MtpOTo&5-!EEPO{Ia z`9Z_SdVwIZ%pjiMkb!G?8Wtf<69~A2KV(vm%rpbq0DI)rqm@;oO}xSqYsMl&AJT?2 zD!|$eXcZ@#$S+n_(e9UY&Cm1IB{IAWzNnvBGL|lmEi8EZmxMPz|3;rN9k#-*bbK?R zt}!Pn_PdNm<<3aF6?T#jI&`Ffm=31sF<{_~ar1*f-1L03N!0bAe$SI**_S4akIP_F z%bib{(=YJeEBSzarsZi9fp(rVeCyml5lm)9yPt1GRU}c=XXYdk_Je+>Z-q@1QScmF znlMvT;+N_{(~z76+Lz8%z{^Y+l@3&~a21zOKq@AbGmsbX*lMigWgyXy>Apy}bS$U5 zar0nkNGxg9+5_e1si1?_4Q@L2tVDW0AuaIxC=k)?N{~0nXVmc+^AwrKd$x(it4lk% z#_650C$s>w%{|qn0atav1z!R|P?+6dEAq>^%x!_Lpi3)bw8R8nm40BsUG)~Ns@iv- z*L++ywRtgyg!8ea#rSjf#iYA<*wPcdm_3==g35dvSrFbEqsDs%%k=CjD#_)vycf(p zjtXm{b!0(+uMx&tD>$rq^8h5_;k4M9y%8-38^}ff)hq+KzAhep;Hp`5V=_^N?X)Xi zRGmG)#mqdYFmR(yKfz9)+s}01d+ij2n0;AMPLZQvCb$zTmTBOP6 zOV|!gC#uf;ANHB0;p>guz>Q1oV@)Ue!JD1O%NOgPlIl7;F0JW~pw7ok&W$v1se9(G zuPSX&An-L%66hY&7Mg`m!Y_DuoI(R(JHSHf8XL8t_T%<4`*&pwe>^^sR?7Qwf8Foc z2)xyDXzB%d1!r=8zHxIxblOf;i4x~J*Z{2HEya0`6z%j19EeqG_#(f0Q(TEL zCD4#yiLT*IRcjk~7r2dOl$nbFfhOadn3uKRl3;B=UXC_~>6LdD8;>=!Qb6*0WCMP@ z!PJje7PjfVehXQ1I$9Diq1k@{g=zW)=;ZdiseGjDHlZhcVexTxezgHV(S1noxl)&7i97agg}dXgmmP3sku+G z3uTkM#>61#&avSJXciV;Tv|wL1NW-+4{O?azl@Dr-7uUX_Lb3f;6CJeL5Co?gvJ@& z?2Zlr*#QMV$@*n4yLKOz$qy09F_CxW-$*Dx^|9$=;wCgchvrYzS-*aY) zg^QhaN?!-Arjd#3Pae=R0I~8Zu(XTODcLydF`Wzv1~C%>k=jW~4qpIo>iT|XKr7>l z_=ryykZ72(;J@$$z14j&?vsgdUO9%VJ8c$g7%p9g(@ncV7>k=>9mz;pwhW)%>H84v z+~SBGr+9K)b(a~(Ek0)*X#-zA)H#v;Z@b%HaB#{xsuzCQj#f%e#4RX-7$@k~1U@j1 z!CFs~Vc=A@w9Y^29!(n~Mwf%w=D6YMir$s!mjjI1AeMRwA}Wm@7Tciov4AHQxVxFj%^5xb4xFvPRK2<(SIG?}?Qqk^2|YfLy}n2*di^uwxmwku_J?jiEFr-KQBX9C@KgPnO~BQ)g# z^;pC*4m!gub9en$M^m&Rnc=>wd0mI`1@U;~?oMIjrYZb#lI@QkGg11oLZ zR+~0HN(cvgx2x?l%mB+q zY{#k1O9YQex%WS_x0!bU)VTR+RnG2Eg}&Nz9M|Gy#$Lr=(Wj@PePt6Lznf}-ms=X| zPrDmsV+7+BGLY>Hm4q{JKb}dgcIz{MnR%WQG(riWcwyC#q;~BPczYYnU?nH0u*dj>N%zd+l;tDwXE&DcYFg&}3pf!Pc zI~Z`^tgcvTJ?YNX+GKhjI#l3pi`^36m^`5Mx!kv@%t3={@F3}r zB73@WxC#SPp5ov^y*4c{G-sZCbH&7_qU@RA`C!>74_=xw370Idnp8Epr4>wwoZzX^ z8%~AK*qJb8Tpmb+Z7}&s>rxw&FZxOfE58GRhP#cjs2SqV;$(~)sk|}dwW2B2&1mSt4_tEZgiS}2=747Z=#`6H#2W>L z`LAA6*=iB);lpJ!n`}7X{4(!>CU!ONiIJ^M#*dU5{%cVqg* zI^lLFWN(5Th@h#MkaQ<;%SFxF7PaCA)fUQl^@tknN2&0XlDgxViT-Ud#K}ZA8LiPK zA7ui={&Nzl9)d_4HPOFonmjvXp&vvzALO}>-!f!j5ae3(4v{WLEMC1Ie%?=`OEz3( ziw5~c@^<(E+CX;by$XoTrd{yl7ID9M;7sdngXQ{n;mUqfQdKP#>TC*PSHHW4iSAzF z?y3DXL4{_Db)U0qk*p*aqKe6>iv+9HB;*^NSMPymFu_jW8Z=i#Yk>Cy>ElMvzl@Xr zk|=NHpJDx`lze70Tj{EJZ^*9-)V+3m#BykqP)J?3srko-YNLdtGeq=?|ILHprdLAihan?0e7lWhMQwKiEnw7xm^}AZG+KyGA;d^&>?IBATZ@qUUUTt9U@L(9Js3*SM{}QFP_riPIo*}Szraja)c>P)_uye>WPtmt~ z8zsl7XQ(zJmIdI}E@NOEstWreWPGwXLr#(wcZJ@a3OOoIf}Aa8<{lo{{L1Oefv43C zO2P*O93;(q@|li>muZgz*Q2ZfrRWky4MbKU$M0DXxw=&*{vBFnSryVTY>9{9Y!!>g zmJu8He6qQ^VWQ!m+?pqW>z6TZ{9T3I-+lAM)-`CKmQrC_!x~3jR1(u+e^c?gFP6T( zntVaDz3wtlNCVsk(`=3L6UDAJe%pZmUTET>C;DUvQgeYdJC5vfXxvG}EVoj&6k%N= z@h0E*c!Z4`-d@*-h%i_GQ7!}c)Zx2L9@T(X+KTT6ffAr4+y-U<<&FR$Y!hCu$R{mv zs2Zi34Mmn3Kqz$OczBkg_^!VkM}X`)*tjzT1Ac;@jSdIna&5$S_XEB12^Etb_>@#| z&=q1XBOgxFzj5OHW<^`)8YkT!V-29g}%WuHxMz!Wg;W%?+` zv3y{IXC^>o-`^~7BiF3zUk3O!SJ2<$thml7>-FV#= z9_Ldr>$BVUEYHI)R#-8gf) z!g5)GPwP%#dj9EFVc8k2ad8uPr9YHu8lR5n`!TOvg;9y4gy2UDE0WCWlzWXkEy7Zj zSUqp$DD^x6qSX2js_V_({J|#Yt5pENWg-xl5w$#C*mj=dnst?^g7R37%C)+dWVR{qAvz=8rv0H+5BTHeJ>;}F2@w8} zHynuN9H#J5UEtTVb-qJJqL6eWwAU8|NU}qn*BtiPU&b7o;{Q3eQ$0;-vhi6AesyxR zcI51bu`0`^!7uzjkzs{C_z9CNatG3%w5c|EcF@mQU2#zD8cK(ErUGlVY<3|e-d>N? zyt_0-Y(5rA09O1B{Elj!Ii!l?sTYztAq@YUMF;X78>w=t&<`IVT;)e8PjQ}CTQ=;~ z*fl_LGCBVeyy@fNe(ltARw-rEUxI|%*a{i=Mf^krxU76qOF~0lX^6QgS22!?KUvoa zI#+O_l;)#cKfBK`kpB%LdMP)Kc~Ji;Z)nLNPv%B%jhz1dt6wJ)af+n4`#jJkEIuw+ z&B>LLG2J{yylS8eiHPrA&=E;C#1JN;Saj1ECjOr+NX!s?Km^YsZ2U&ItuO=sn+wGd zqS9ZD46mENN8>}Pho_vhU$G}Xz+_7Lmu710*5@i+0#R5Ip2cm>2y_A(8aRP5lPl*b zquk~CW*#UIZaJ>j^XYwjwUZ||D`2xRBt^esl{c_ywF+2cvy^hIhJ|AV(zs60Jh)y0iKtKN zwvtjHgdCt6S!BWJ$QJ`aaI;5tjFE^&=ptsok~qPXqBQxqWGQOL{XW_6*}MI zh!1Iw8hrVxH1YTtp?_>QkqbHczk_bO5+a@mYxg2B9_kWX5g(KSytnabI z>n6CtJXQQ zwDXKhWY-gI&9GkNf!BFtSKWXI^Nn_f`BlJ74V~? zh*OOg-GpWB4kEs!Hp$_hpXn8$9B6|>b)M6`(>4KH%nb-5T(qzI7k$Ebkn!{t&&B#@Sa7O4shgnxyp`YudaMY3<_#=^g;i4+T0f z)1vJx^tE`BgT{gP%`y`^II%u>>({!#bbfMD)WUHlaw32wsJp^=d)z$wYxVbD!Go@h z-q!b)wtkScn0S!xj@qx*xeu7_8-RNi+@R7Lo_pUcZ8eyn?pNzwmJ2)-z;5ri?Uf#N zopF@e?UR+SuO7skfUqdA`&HP$o^BPC0HonR?VM(!;rVH{U`-~cEA)G-O}fb!lAsy7 zJO6;%b`Y@)Sq4_oFG8IF?4e;t9dKfP=CIRw$S(iOk7NQYc9dC$%wiv0jy0(++X_4` z1Ve5+Fhn^fRj(lLfYL;_3*9io*kGxPbUA@hAJMBsjzY+P>sr$*a5 z0w}hV(&2_-mDCdJOCyO`1!Du?0Ps&Z{D1a8ad#;C|GqaxfF1l+t(36;K~ zwk7sGxd#bW70)VtQ;y3!TIHZqVkhtPxT*(s<~(vIJ+qBh8-zMrQBY@@+J4an++bpC zaXp}}VDQ~6dbpgL&dmD))GWaU)vB1K31w_ip$?7^g(q%Z<9*uRz^jwn!RwjxU#pcF zhzcG=(V)&RD0Ysw9ZkW%b5g_zcI4lC02NgPu(Ani7dvGd&xUFC2C-Ql1Xh z3WDv9#uMebkFOF}aB%_z6G3Rh>KNcJPvpp*4rdE49dqYEyGxzQd=%7K($3z`$tC+sxHNR+0JhBYp z2kN~&y}R{qz_Nh!1AV6Z(g${bP9Ng+{0F7JTrEN&^mKoegOTDS$vWBox(V6POf z@q(!spwVJP@=w|fEc+a*I6X~OaHVW~OeNDcKx3IP$zKY?kJ7`zm8ja&c`%#6Wv4V> zV3hh|hLW!^nq8>{(?`A^#UE+$+(O}@jFX#*_Af&S|Ks4eCf-=DM5P~*upgOSul;iZ zb^JAV5Ya;^cXp$uGI4c`{=D5eYmuC7F*!xQe{>q4+@|lo&^d*4kqhLK^sB^Dof`)3 z3w+B_E$WFN70Fh>j#xqRWBaHlVwHwthVIS{&d*JXRgu#Nzk`arVJGASuO%+u}OoTVe+No>#^3FH2f-(^*AXHuOWFDL(CL?$jXJpTy&)52^#=}jT`t=JtvuATQW!;1hGiQ1%hnW=HqcucLnuZkV!P{Q!u->4>*w%mM zaobubeffh6(i7jsBzrjp&hc}^FGIR^T~ELF^7) z?Q{BKT!6*Dh2J)#YHUbANB^%ftuyUnJUW?)boC6q3p_!8U$gDkgVT;H{vg>bp$x7 z8M8_sq3cD*Wkmt_dlY~iSQTjI360-{+3Jhf7gW{YS%}}&G}21Zbsky?oAQ2%XRq(C zpGm`7v%q*JjOsm2m7XN1xo7=G=p!sM<{|HHZ%I6}889py%&A)k+W$5Kx}(C61`ws| zFe+Ieiu!&SSQNtRToGNfWgN%d-Q;?RV zo>t0fQ0c~1ZuJMZTBzWOr*rFF&ObjUeV#yQcBd4toY~kpK(=@E1^E{Z1UJ6d zf$Kh}o60*t>IV*1r(NGPsx&ctKBGkK(6sMg^w+0FDDFb|eJJ6CkiT-K%`|@g`#DbH zx;}Rs@Jio%j1skqV=?+S4(6ab+VWtXG5-(K4gl$_mg#dkt`kuG1OWewlx7~pBlq*) z+y;OZ^}Igm4c5#{Lk}f#+B)M8xNqpwW6X{i>TH0XR=|UywRr2Uo#`bF*f7w2ZQ5z5 zJiW{{Lob2Vd4o8f`E+z#Q3MJ(q^0n|$D$E1~SOjA!YPl>*nIZdrCt?k13*3gBzHHeS*$65c#R+%?E0xzi~ zEAL%mcw z90W)Z>1AdjRC=d=R05rq0)3*YQ^H^-j923I{W6-L3^!t}&&xg=XJXr2698V!N{BrH zW~7m1pK|u(kO*4@Q;PQOBoul20W*!oR~mB^M4$C z2w^Zz>_3hF$-e}$QrAz3eg0qZbFdTg#T-MXW1{&(4iM|0#!p5{+z}+r_dtRde^-H* z(hQk2e0kv+*W{nZ?NhHBLheb8nOBfm2MGoKS9K)3%VcGrof4&gwFkb@PRXM=g z!(%CH2Odav)VnGgBC4A~Hc70fd+{<@*085t=@Fee67NsS;~AQQoa zyfN(Al#C z&lH>^>AfE}HwS?vux#?C-p=r~heuNGi&_^3%RQ<=go^TfbSe;%k8I6=9vavWIwTwP zB!S>TTyNCue}Kzskh2+Y7>%o%WKNBn-(Dw>uDBCSCb0kpiYY?Df#1pF6-2vXm>GTQ zP<2ypa1d~$jj2p{0bfDv2=rJp=lhH66Bb2_Y54WfBR?+)@u=}=CFw9WeGS{v3U9|JxplHS42N>i{M(e{`ML5mU$=oj%MPt^_MB*t<+l}{!<-$o;jp3 zuO@MAdpHv2Ra|4(>-L3m{=i(Q0_Ygn5qkGmG$(+$m#C z#vkArgh)@9G$wvV{mq;;Dw{I<>^n1gPLp8_%~-*q8JV0#s2INz$>rj2!o6uTHdFAr zyY~Hl!j(Z*OpLH2g=-#4x-}AAlW-sJDhU5%HujtwGwLpxb^S7Rrp%@3vsHP@K@jbd zXj_Q{!if~_1sV7%&DD~cM78Sqovd&4XAz!snjxN;s(|*z=(Z zmapG?ph*j^Su+Jv7Fd?6j5{x+!EB*$7Rz#lu>>bD_WQ-=AIb+ozHLHw8p}ild8m`#A$ny?|9UyN}q!L5ud;E;mLRzr8Z*x!ajl+dTBA8rE0 zxG@-<9BPt0O|*t>vW1f9Ik~y8>q&vBFxxrGhq*nr2}vhH)z#X8T8yfP%fnh&-Q>SO zp7v_T&5CgD$3J@~qcR<7%L#oz+0IpmbYCqvNZK!w) zg!R+=6Mg~5%7IlZyl!j3{Lnf@UR3zFp&%nC=cp$s%F~0)4l%{QVEoX0V@$VIry6PI zFYcVDA+5-$4_bZGjwI_hN8W2u57P5)D+064e%k5#QOV914ARGaUkyI3K2h#Qb`w>n=@^Gn!aN-@eDb9X?4U9}pJ2nQrEZ}Qml)kSEuY<0SG(=vRyYJ36IPJ6AXf^ zhej&_*)n=wa2jM+v1U7|xyYtTeqN1Q%qK*R_~p(o6#^Nv>TNL#8yw?P9Nef*W6k}3 zyfb9IP|f&n;xn$wNbT?~DCq-dV8zK6Cw*K1WQhJcYxyK)R%U{+%Dx%|zvkNWuX1v; z6^%#=GHzvG9p-;rbpI7O6!q8a#l&}js5rzK7{|{Fk#WSde^Vm1{vC7S)K3wfSNjUY zJ@pDPFZt=~O?$*d$mUD6*ogc)ls3W7i(2>HpL_5Pb;DE0){Q(6^JJ9R2Uza=+TE3V z%l=X$S|px2a~@cWqgl|n;a7~2?a&j(>)n5_wWp_?@e4*JnL^BD{I@SB+}`E>ibU{h zJ5TKwo!L+|S@OAW%OjP5X(!G z(;HrZ^vcD2$H;gkV38Sm zsejDBWco2&p$uzMcD%prmZRwvC71-QT9F-}PJfR3GlAg7NGn1)=7szUGZb3dDaFNF zC$4}QMp)8aIlWj|Nysl?+=8Ap-HSC39nl0c7Ic=d7wZx_(g?^hFLJ&gW6U;$NBSsz z-1z7VH;;tKrS7$w-XnAuZMByA){ZR1npRDATi!ZTi%vPSJbwO9;E~IEXM7?n?6^YT zZg~fH;E9^EEYu>_f83~fcC~v(1?ISs2)y%wS%8foF+--Q_tQ2K3PGL2ssLg7^qYap zO~JD8h*-ba_?PB~_!e2@1f8P(ht_IYcx6|}SrMwh7)_H!O{mYV9+Y&0w53xA>AO$0 z&&R%P1o0Gl(|9&4uTc}DO8fG|*^qF=Fd1ZYg80p(L6vvbRe3C?X1;TUf*>3CX%W90 z<23Zt{5Hs%tAS#t0bam>BGU1)!EYis$o>Eznl`|z`3mn0e5KHo<~pSb=4oIjVTEgf z8fEp**v*cZxLk^#%63$rNNW!#@k5r?e}p4IiE%kA13T?!$=}!fF!tB`;#;t+it9HX z&DhdFaRCCLu+IY8($anWH#gW7*Kgl}2zrzNBh3-&Vm^b5kV+8UX1E(_6C+z|LLGoT z*)@2$?Z!mxBulRtn0DOB?Lh4VJ<(FnJ3ms=1yS5mox<1(oO8gmY;?bW5jG0&270T3 z;e87jnh%FL(heCCqU7@SLoFJx@1v z8|5c{>)LvV@_fejmR$aIKy!nkdYKCBnjk*)*A^bt z0x~5shu5gNTaRLZwJ=;C`0DHYY%;J~204EnrqnDUHX3>(mJqQw*R_0+BPQ~JZ$u8E zqo8S!wZ#1UW#D9y)9_|)N3l{OA@MdkCaay2a{)zI^Vt?l^kxTu8%8ebo8wxPZICGh zOrQG{hmYwHC*JspZ_R`ru}zfp@<>d3fLh{9UwiWs>lthQ?%kq(T+vSQK;8VMndTFkIMrcF6jJJ!e~iAVraDl7p9+wm{Ur_j?6 zE|H?;ByUQ3J$lrPxwG^91$f-ulc(Olm5wwl)GyLV8fawLXN@E|iIz`9Wh?7B8B|z$ z)bt~4oO|489LHWcwZ-z%XfqFzq224-?(1E9aWXb$CqpbJVjjrRzn70+xF&D<_q%=+ zRoqy}u)e81rY_i={&V=-P_^P?Gu&fLVwu8NP_Iw|xCy4kqapF!H4->?>(7sjI9lzJ` z>Q+U8r`e_vm-Yg^BQi5=@=X6WGr?1tO>`BMqnZnzW`pdv!j)CifxO*7r{hMg zT|^th0I_EB8jx`yf<-K~gJy`9pJi|;RdznutQ#2+oAUBw>is()DlCWuvCX$XSXvPk%8QYTcN214O~9A2T&*A6lQ!4`~D+OGBm zBt9Bv6c3_SG(Vhw2LW}p62P&zH7X&X8gFkqfqiTH^7siuV85LDLbOU)tMp<>F4K^K|JULR3H23F%WI{Ilq~z3bFY0CyQC{N!K&3(00z8H2BZ+DBv8Hj`_<< z`Nf+esD6%!nN0LKJ>m>;bE}}Py?STE|FL4ekng!lv)+FdOA8@*O&S9D;={7f_@1Kf zE%3?@{NtQkD#^Y%^ls7#g(}*cXz_ZVe+pZ`bM))$Oe3JS^aJzG<~zc}Fge^wH8?z_ zA*LPC?`2o27@p2vYL16?ErGglihj-u$PK3&eKdHb=!%qPaf`gIJ>(&&Nr8yE6koqA zzKel4@vueNOOym+))L@AxpL1>qQw~PJ!+k zSX)-X9|!HcgNoeuY>UspR_*|me{Z{{%`!md@P&1~J8foEfNIX?y!mdXh{H;bOGUt;l+&Ns#ZR`GGXkhMe5tlM!S~B_3UBZ$s|FJIiQ)DCiT1C;;c*eDp?~4 zov#QlX>UfRvx?t9B|>y}1!<;&#Pb#>Cw<+0?Sb039#74aAxw#%yy&JMfOhCJ{upCl zlbA{eYd1|n)1o=qwDsJlU?Q)J5UdJ*O{1-b%x8&lYK$h${($lvE<~(WLK|A zSuGOJy)QneifolBlWL1^Y~b6}D#P>Ww=<6dt`_0aRH8dL!XJxDAXTbr@&j^WrHj!Q zTu2-i(kDA(dwYzl#|9umx0ijt&GRR2@E9Bm@B87G)7%-J6~5IMyD8}ySI-hDwa2Qr z?J=e}!yP}gK(_vg#{EYXvIkGg91903d3ipC4)O%=Zz<6lmx>R|1Hhjg-XMxa%)RoY zaPfOP_{L_)w}5UB+}(~aU1~FUn787!GQR}9yz3zq1L}1kAZI=2U0T{pZIRhd6hj^| zE{_FPy53S-Igh#yWLC@I?Ok`G&VcBz4f6o+v4dg1EUN2PQ8+V!IRJJfta>v6_;@>5 z=1^gB@FZFTB#gsAVJyeQ8x5t4+qvt(TG!^XY=)rdv55*OqGnMpQVibyxIO&J^;+hz zKQ@O~SP&$1Oqxs~E9Z0uSEh(mQQMZ`zu)847~i}zg#5Y%M*DG(H*hl9vjE>ms>rJ4zL^kY z*~iUF(5Zo@Obn<4?hRZre`Rys6ThUw6b)tKcpKRT?)K9d6&o(8(}v> zU>O)6W915KbCqw%MSILq6Gm|<&opt7Ztrho5mfj{w9dl#Ib&=s%9KeNB7W$7g52Et z(5nCS16*+fu@~e6yj0j5lpzrY{H?jh+XqVX6urV3KToki{dWy_$f?f2y7vi`j5&(& z?R4LC$}Rw;2K1lYgL|tN;gov8=mtnb^bH=wwLU+lv$^%v1&#kf*_Z%^+?Ykf-sK9S z(x~CYX{(PiQvY3p^>3Zy!1^J&p7z@ThQ5rhEHA*fWM`gsB}f>>S?+ZaaxejZgIv^d zvPu5~>E=%?e`Wp%;#?L{PDmbF$Cr&fL zQ>{N|M)hwam5w5J;VK@&a}#CwfgjVHXX16!F{7RF{cC?vM6XmmD?F1IdMf&XmLU6d zl_i(vTuolk&ZZ$$K!N6D_=mz_R$PVtGTf!3F3gik%;4fCv-6-7RC|Cle{}<0Ege&M zNHr)*`C&x}R=Q?UTPxcmKS-Q;sUHBYyb1fE8#VmxfS2D0XFd~TUT$9r-UUrC&|OgH zy9VdI{mZ3`LFJh+$G+Af-;tRe4`!leu)cl@ak-;aNY$wN5Y-3LwqGwtZV^EMDc6`k3SX z@sH~WXDNO2y1x0G_d^v@7_96YlsNrP_8gEAs4P@Wf{lHvo!;4jNw77#^nj|7NP068zD6#M%AlnhAu z`%j5qTJ84orA!c7=;18ltG3FtK0uKG?%JS-`%L(T52^zy&{?V>#afx%eax+=p+(#V z(%gBjxZ&aj3vg8_cFUlp<1$JfNVOkAeCl>}VL46yi96ojI4USeN`v=3#S>6(^Ukwh z#I)k?e}YRci9F9CpY4fRIIVR88OG{~xkY^iJdQ}5qxiDI2mbZVF5iIH@`hx4I~bjY z7sSvCzKRbg>574mp7mM=DiMvdYft07_+VU5+=g-CuM`>FWprDn)Lq`Hr)dvS@%na$ z-T1L5TBJNT2cw)%x!I;0NTv3M-+^m&I`ON49t1oAh9ftS zs`lWkkRyuP$22RT=VT%F=jy!4+jRnXOGT~IQ|#l?7$T7EQ@gFj%-%Bm=o7$EG8sIs z)&Iv2yvZmDUM-Xh3G8wYV4KK7#!=MmaZf%#(_1>eVEoMi5c4T zfz8@%8t_2v(3`*a_sy7cpq|j_xc+1Bt|AO5w04@4T7Z*MKpTD2<=lbtZ=1o1?NHC_ zv*ci)&V93LN)pjG`Jwlf`%J<S)i;rBHY?!w8BBwb5@&hc{#f|QqHK|7vdz4Bkjt|^-fI+R9@ml zc`-VL)&a@Y{WT7t_F8%rst*T@+Pgtmky3eJ3CR(}9Mzeh&dLNr63&dJWPz$_AnI!1 zg<8fuS`<%=|FBsUpf-`Ccy8FZm}&iGe$ir+>!h%;_FE0F+4!w$RpFh8F6mCq;OR7w zQk?H+%)(y&>h&Jp=d?IjPKmx8^0^&3#L@$?9w&xZ4d2*yW~C1l&sw;IoG&X+F%flw z#O2Bg3qx5#uRqUxcLQ3J&iBVQO`fT+clEG^s*TQSE%%n|r4asqRDF3ol-vLKy|){!x}^<+N~KaH#8_{sv>~bNBkS10 z7?TFWEtO=;71@`_ZX{U-L$Zt*GqO$ADPs(Vv5YaySbk@y`}zL<@OnMxIq&V9^O*BK z@9o^4O?V=h{Z+6b$NhN7j`#|!R1JB^#G z*l8*&R zmKru1a4NAQ0?GccU?JLZw#1CpFmfMAuKHLbtc~TVyN~*u;a(lHR2(%5Y=Tc2%TvoH zI;DCEX+<;_H;mMC;yybm4&1*-d!Jw7>`3wZ$f}o!jQGGw-_>+v<1Z#6g;(k=H{!%e z_1@Tn>^vP>$wKZogwn%Tz#Ze%nv_f2SIhozq0uqI(9BvjC3xCbN}ISZQ4>qln?9cU zp6UPjgozuw;+!--vAP+{K9XTMYs;z?bk>$Imq|H#It+yH(%9fg?!)A4@zIz1QYNDr zKG7ci!dkb5aJGqr7(wSwpJY`C{pEv=&b0yI75o2nBDfc%d|u0)N9)E%4q4+4CPzw* zY=8!R$rnyG0V}YM7-S~B#TRowP7W4#nEkb`0Qs~IEfi!~+(v8h_dd&1v3a!y`GttK z-i&7{x9sZ|3`DpjVE;U?_pFH01q}X8Nhr*ca72zf?wwpP3(-~na>ObRO6To!zj@ZA-M>= zWN1q|?WF(eZIdu2jvRE;_F&Mip z3PNnDI*u{hLfa-yJH9a(;1rAg;`f+5*%?jPr!Cd8PM3zhDh&;c&EN{QGΜGZ&Nw5{w< zeS|s2;p_w6L0XN!CbK*mvp%bR10G*?rCbxZ{RA_J+PyKY4_M`k;EGH=>*>%@^uS%W zhaF3M+ctzeL9P^RErx8_e~&x0TZIByd>}cn<<}SDH(AZB+tfM0GKt=aT6i>l}B3 zXcyHDDfAnU$CE-gz)icW@KcI50!FrDe8kZWh|Bo?wxJc&dmn1P94ibg>%ouQ07({J zngV3&;>vhz$O|e5^@iRDavgtO!HAg!qj6mYyN25mYi8m}lnt^xXKUHAl^+TZqDxG= z{y@wF>iuBGEBog(=?3<6KEL4jpEt3IEpdj)u&3VXcw`n4N(=eNo{ zuaqv#b}6CvRgq!@p=?wQE(mR6R-Ve17ZJOF@3$x#a;FWLeVfBicGnrX>o#};1Jn{` zcH;YLj7~0qoX#{B<`ykq176asS}sg-pmt6cfQXepLV2#WqzdZREYrK|R^$S2gChVU z(_{nsPm8Ad|A3QyJb%&yR=tR({2;!`Y9^Rww%LCm@qG3#maUq({}CBY!>d;W(hY$t z)(ijXC*tR%JJ_lJ*wfXM{sYIx`~H%O&MW)xb~t~GW5jrep9`dBj^c=Cg+Qb2T)Dx&7x+qLbxQ{`*w-r^QGnu(;lJ^zHxh=o-(LQ*&Ob2*)8lo?N$GC^#QrHgZr_af0g+QT|vAIKdiP;tgY-< zUvjBE_;KXC#g@?3GhxFJi6GC@4nP;vuyfcx*4YoA&mC;l%=seKaP9o_AErc*5jEF; zozjHd$dZpG&zvBAP`uSnnLW#`OrG5Xjzxl8ZMv%M-fYAU2fGV`Bse@J7#Cq=t+#s5 zamAn$krH0#cG?+pYN3}LhZ{OJMoTZExwA?^U?k#g_z$)HrGmtEE>Gbf*>#0w@`AOL zB)sq7*<9u~f0uHOkiONXEvz_l$e>iw9{l|8a+5Bt@s>#~5TwGZ$4WKe&I{2^ z`+&GZ9w-NCRg|QmQns2fLsVpVq&vJ3XiKERX<%PoPo4L2S7}*uP>n6u-dENAEZHRe zT{O-F65L^l82pV$_>UxkK33C(UrOUWu_s+o+Avt_LmB zO>LPzcU5{^ay`Kz>Biz!4v6Bwp(S~DdO8foWiYMn;5ZtO#QR$=C8bZWCo2QEx&E^A zD9bspyJKm2SekhtWs>b?^|vx*_7(*}`?d`OYeQ9!T7D*2EooYqc!Fg`ri{uo=8P%v z=ZUzdk=`k89JDXFu}OO_DSPQsaR3*jKdg6PZ*b6M*mVA#VJD2FuwW~Oz5&53ni@qG zstbrtO4MkIAUH*d;k#5Zi$2=T7)K}LA~YG!+J&Kl9Ex=!=S?{1hcF7}6q}~ISm7m~ zDaefg;^wdbjGz~G=nN5x%n1QJF?0s)4hzszNxum`F|FsIO_ z7)i=qfo8DI7kvkll1NE6JeFFBrP&5h+SbRgNBg!;_1UqNOa^MqxVJXVcHrG;M&VBu znK0O|WiaWoysucx9A)=s7Zk~G&^v-s9DN1cF;Jd5%ZPW{|F$A_+{k2uhtAwJzS{f+ z-n;{z_4PODL&xz`4O&m16_RtkdKj-xGM;}~?ulM4^kcd^8b z)7x#VaQcugNkv2ygkyzG7LY+>-*9UWax)yWS?pX-q$6oB2T3oCJfzz+0cv6yktOjQ z5NurLQp7+iMv2hsLrBZoLxT zAKz3tJr5G=(zE&&REfre)~Xh2-FdV!9+vqQ7w38zF22>Gry_E}i&_k?DT`b;Xr`1D zkbA_Y=<;DtDS0ly;^!dUDWELo<9KWBo()sUOvn!x>UfoyrgY~i2(Fa?pb7mgVXuJw zm3KO_4uGzc_Sj;PazmxB72`VeW8FRoirJMyM14wHxjL+4`_>?HjIw({|^oJX}gH$`6D>khw zvF=G;u4iQ=o|oznPL>NP=19MNPnWu=V1QPBae;63tdK9Mj%Wc%c6sA}l?@P>jVD1a z-&-`c;0#~VSI`kwuc_D5v*MquM*n)h$@ySUEaNS79b>}d1PG8G2sH+IeMzIx4`q`+ zW9#T2&=J5Bpy>yoe&11|v*u7#NlibHttk#_!rD9lhTwJdKBT-G)S5f|8u$^qsJFg( zDc}V#4QVyIKF6+z-~qowLi8I?&+yG2tqbCmBInww`D&feS@PG`Sii?ftCc|9oYWWZ zb-GBPF6)V1vTnVy4j)H5fb%GU(cCBPLIK|2UND4Myv`L@c`MO_S%z(`L*67e0Z=?b z{CR2Z%K;H8dGEN?}NjY55U&t=8B$^$1h?Y_QiE2I{N1is&P-`DRQsDG~`tF~((kn~=wH=4RZIV!|C1ac^?!(B`&k1IM& z8GQRt-j}lg%2CL;6*xb@9f#&g0^}`VLd}A-no}(~3x1V--OH6%hLuD?;Igq1;jke_ z)8%0kC~?^<;dLh{u)Ex6qkOijQcim9L?^h+4HTAeC?Xl{^j8+taBwWywUQ{&{a)G; zViZn0I~}3RHIQ5=>yJa^ARwhaK!2|CzoQ$_4VPKZb!>%|W%NaMhixQ29<;dyGV~pLh^C<&MiQ?11vdTer8p!vcg@`K$I&SIIyMW3wl(D*UNOAa%zmKz8JC8i_X5(HBgGktSPPf5;>_3pX?6M zL_B|~`*JXDtg|+LsFI}i{81dDP-_oRK5{KNS%dDrAA+BhA3#9t_Ktq`Q~oNu@FUj{ zvt+*zv2pe@nP}h4uKG zgW&Up@!aWsV5dsQwEHylhpI))w(w6=q_%)i)lOsS<+-o(9=Y1&#`N<&rHZy7xn5vq z&8{(BJb_6Gw}aj*Q*>mHe-ng`W^0=P8K35nJ5}08)xE;{{NKW+1-rR16~vUnkb*26 z!B}bMQ=cq=y}V0ryL9v%ki5J&po4-KT&GcEzSyiH8l-JA1ZzNqS^29k?Rd%p_S;-? znf8@Vk3ycN>aO?5oe~+U((CF2&mDvctKUh5Gj?m56e|X>Lr4u{0= zoBF)m6S_K8=!=hbpXC&@kVf1CSoaD#t97ViagF0g>U9qYq+ zr+x|ENWOJ-v7fT6)c)KcD3j9nVf1DXNsGZaB*R3^RJllZseS3g$sT73@{bcGg-Xpo zJY-dG^L(+9_}dm=kgQRp|7;x>>{Ls2=m%c}CBSA>)pof2rpG9iBwqD}yq2wYTe95g z!ibI8NJ*yHi?}d;)^ll%bGf5&0F>VIg+MHxUkIN}d*~iX1Qm+vG)>M0NOqGXw<|s5 zgl{_@v8&P%eMjRBQ4N%y4=M9~Q(!O!Irpy=!DZ;!hvx%K>zM{gE%!Rjdszsx#Q3%$ zAuV!pfY4Y_i-HOG9cinjkbe_9Wo-!#z|%@aslT7QQ&SF(w_H=-l^w6r=SuI2KHvostMrc2g3&lHQ!pQ%-hO79j~*%6Z3vfDhD-t={4p8IqYlP=$O*Lg>0nJTd`oG zPhnDj^<>e?%c#TbyK>WmDnxI2J>|EJ zo(x#q$<~r%Os;`?!M#j)yI8%y{#kO2o&&a)g z)X;vYZoUKf_y?Z1r8ZaB*Oks9+C|-7ZxBC=Zxdwl01D@(Usb%h2bp)0NV%*N?Q<4C zD(EOCj!5p|o(~O5L1%0b2!>FC;Cr*v@+u^XRvOWA$#JcHbVm`VtbT4-RS>fU?|p z>A0{aBxZ=4K&a<$3iC`kg3_5F0ZOCo{VJPeA zK#J!z%eVb{eyAyzuN1eQNo0FTletYSQB?#^{ho0x>?uS0FbMVnsZ>XsLg4y8pZ~nV zWSbBFejfyW4b{|vdZQ94oTp)(V!`DeGoW6`r;-GLq^NVCZo+P|`9&cR%V7!jbE=?DFhc{et>GNPhDRZ9U; z`zwEiDR36a)Olb3-9BSO`UV&b#h)N{Ihq%-Q_KLPc}|Vwl;8}iA91FdzpG_9-wg_|~o%$KkyTBE?$99QEXv-D0IA_jpg>rZStAiS~}&vUo;O!}$}-IajS z(J0ccQgQ>W&Qrk5m>*RVx(BxCG7J&Tq(iP{7?1`jKaErA4!(+))UC6-Cb(;U^I0ht+{HR zxjop6v&tblPe}bEf1@*im2LQ;%l^^39??C~q20muZ&CF+#^Y`CP=}l1;tVMFHO5HD{ z$qRT^h43HXs#_3;w%mr+`b&M|Dv;!S%BJ7N5~YN@aZWBbC7bL<-=da9!CC~`#Z=VSkyHlhOb zO<>cG2Z8EJwIi0R`;;=D@twi)C$-kvKJVh~1J-L2-C9xCydw3oL%~rD{#hcG5=dc&N{aXsKx5n6Sz;917i$9YObfChXX7T6vn9 zsVV}RyuIt>vI9QZQc7FGmk1WR}*&E=iA}Rq$Y`K`_s+1lpSIQlCAqv5?xEDFP5;1 z#LgwD$HJL)g7^_sVB4!7UB#N6?*wt20QE2sbjj{$lCd_>!UwIDY#*Uc2PP0&!ZHPf z*Lyn$WRxQAI{g%5E*lr`TB`RSA5g$i(a!i6;bn|m3GN>A_%EpdY2KAa@z(dF$)X^E zt-IKgx*RTca(kP`6;DtEfkY3Hdx5x5E+GV~W~{7?RgF!m1gu^m9BYi_Z?4AI=Qz{; z0>=6tl%HQPNMi%f8UceEVLK#((?IkR`69?w)4c`$@vJ}fZ@hIZC10kjL)Rg;fGX9%G%^eM?JpcILdO6X7W%`bc*UoGV}dV~mvLA>#R!gl~AcO$3BUJ6NTZ`y3RzR^6HpoB#nWKoo&K z#@QBFR?x~`5RnO@{nZ1k_sncCqULW6s(C=wV9p5|rrl~~utDL z&;6ufiMuLao2m^<6&Z8O8wF%5V0nF+h#BKxIx1p`00u zV3XpClVQ+n_J=ypb*x~&_3(R@;k{a*fK{JV;y*jU?GjuGR8{Ss^NcyCJv28zxAP#x zv9W@>&jS3-q6){7(v-TXUF-m`%~*%=4^$7`d$hhT%#tydPPj zWQR=2XZI@d8Vp;V#k?QRpnJ4#`5+&F>ROEzMYkW>CN_rAMzn4PKAcX+pQCvK;ML?{ zzR8|BM=@aeuqf(aN9=y}_-1Rf&z}buGo8df>Wmv^(2vqc;J#^5HYR4lFV#ooMIB^u7Y0tXzDT>EWsYHQbwqcP)t2Rsg@FYSE`Y^2^p%ytE7 z6PQL@koH&g(Z5rDr7nUpIP(JArk|qz($!KNFg(U>7NERa{Md!s#suf9>f={h2o>8? z8MabjD8R@fL*FXEu&+^Slbz^~7GA0FCO*|(xfIsr|1uGOk0x;wb>$R8bOn{>o|X<5L1tsO`&erWZJMQ~B=wG9p|e}&gJX#>ikYE#J@QQet)jE5aIJUFzgN(! zQHvNjh$BsqV=-o^o6l!kHp1*s7bJ~ss%Iq#52E<#pp?Mc@QLGnGD`LX`=CW}K9~jO z*(_+>VOmx)Ibfy40Y7x&_&AkGRb%zySTmqv6UF=HV`@KD&Ak`rGmv`5m4~|d549Ea ze?u$GgIm2i$34^orhzCnj1_O_Sc2J#e$#aKbnOox9nYz0kc9uOoqA_^Xt{|x^$G5_ z-0LNIJy3L(KPwUFvxzISSVEV&zM^06(c!V&Chp|RiH0Ke`%;rFsIM~mttVuWqvq+s zvpv<5azfy~7~YrK+H~=c10+Mcw$>V#9boeaI0q-)1;6;CE8%lZKe`N8SK3^#`;v`9 z1Yyl4I`M|seZFxXZG4G+kmtraON2B5x`}<8x!qZNHBR)>2%rx(A{8O9F#%|pLi1F$ zzMw7h9AHm7tgP=Yn!e4R6SC|tDo#rU{69=fdJck}X~n*V9KQl`ettGbq=Q`Az4DNE zH^>zjgJ@<)F4(F{o9;KvOvtV&bA!Z!I|^{sU^7Zx?%c6msby9A7w@HPT!QO9u&&`DEy)YsB^H)BJ=EsR{zUl&z>t2PG6|8V3WCgiT?-#fq z9Hxp)bV7DStZ!L-X1C!H!S?Z|Myo5m%kT)uAZqq5Jf93_|Dv@JyqbAXba~Zpef!!V z1=1b;Gy15lv8A=Jm80k0O6e(6u4A`@?*!=cPr

    ^#^QaWQ{&~9Qf&0tbD3PlQx_l9OZE@(R95R0dSf^72t$a%_?1=X@W7cH ztUx>dNqB^m5@WA+@bsI3wWfvXwj?b_(n)_2sse5;e5yYd>PJj6UWC+Gd#xotW8GzL zy-6t+!P2-KoTyPLw}#TWUS`hC5L}+ot9)LG|!DJijCx#2c$5?f)ekq)a++ zbW#y%@B_IR@FhHCy1R$8uR?xgadfXd;gbSRacXHxdB}Dokswnk6NjFj!-IyiR{+hz=^UcP^ETvJtT-syy{;pfJTg&h17k5Tn zsmekVyd?d;lmEFw^1EdmZZ~_YcGHuuU9M#b6D8g}%U#Qo?agRWm%LdRxAuIa>FYRmc3z#FilTK^HARGywCo;_Evt1_~xCQ?Jo)$E4K zO!nV0qnLt|gxvY3{=9dOn{=s!t7P+4tng~=*JiYgYu>Cm#n51bJiVs=v5t_qAxb(w zOPu2SEruoIaz$Uoz+lanYP~5O5JeCk6)~ODLR2!2i>~z$)-Hy}aX(~R$HI&wj0*|r z{DU0Kz{wt1*);h{Q<|4$#(2xp{Xrd{^d@~O;gL-N-h@is9G+hhdCxe4344ds4X9QGqAstbm!-)ILgCj&D(-b&u8qoMC1%*P zS3&JY_?e7LUb}kId`jxP8D|&#e^0HS9^3(O5t$30f^LmLx~JGHBCWEUF_e81#&V1S zO@eI??@nWJ$`jCKt7t6}Qy&OEVhI7HjUrp^lovr^v}OwlhknvXTzcBPQWHlwtj3u0 z4~=J^!bqOnM(WkX>}*c=`lc|7+DaPNOvLKa)8tq_c}XQ`ulnT*=*Sxxp*rXrhB+}Z zaZ`X|`3+AJJ$FBwHtK0j)J2f!@%u|yowpz-w~)+g(Ppo7>9^#1kS3skvk4f0IE8al zIY}h}$V}!fDDh1_s~ihj>?@RXuU87Av41iOsMXeh{R@TB;;jH_X#i08)0+4Z2!?SC z!3MEk$ssQdkHq<^GHRE$gh5irmrIZD-n-G_GbuRowg9pswMa~4IG8b<% zek}((wR*FZUmK%9mk@$S*Ys_PEdoEE-7}j%dP@durSurCOl#SUK3no8tCj@2{bT+h zuw%S@yR}I`)j!zIqJ@J)Z9<)EtbZSsD083d|CrUa%i7C|nA+Dq?DNkQqVtY34%WDUF5!37RH^%**%9IzYRKV z<8{84x3i`io;3YA#^>*9n+#!eAiLFPhqbwH0Vh4xRRPY*xHNqhfB7G(mP2WYx|VLo z^==8*{DNjgSE?;8nztV(ar66_Vq4-nA6LHQ__9f^X8$Wg=M#vpzlpE)q*=px&t~|Y zLq+em=_9Q#tbUo%2!&WZ&#C+)lktLrs_Pu49J}z0;Uhk&xvP6~+L#(!K6%f9o8Kp) zF4eBt_U%?*1IaI+%fRE(5KoM2`oYbu+#Eby?=SJun(Af#51#|jEJrC1jXo5{VCVta z-^zyWZk0sFB{|zmT8G_7-4jqE`ennN1K{lotU15CthQ&|weCgL?11udZU?@<8LHxH zKvo=K@~Ztt(Uadl7csL;UeixQwH_3UANQP(Q;G21a~S@G9^j74a0}Tk>@)_Q^pj2Y zslA?$uUdxf+j-a|^>NcygC+OQ>34qRQOK5AoJAIO?RXul8nOnrLk|~vKk7gh7}x(9 zAyv{uI*AQ>d2tPYiaShn|2rg9s9i1n!p6V~Jf+U2=O&B}Jy>0tsS1Y}yVD0hujXqM zyzkd0to54SJ9o`zPD8sOv`#>2X!=I#-YJI8D6*+k=%>2g!- z#pb)|UOL;?Crdj?^z^dTmQ^s(jUnuuyx)}#oL)_zUx6)Zok|jpL*MNj@QDK@+*n5l zUEAQ5)SdbT9GZs==W9j8!)tWuL*lAd-RHl>({ zj^R6_J^Gzbg_efCRuRb+o=uvOM*#ZOfbu2$#faROVe=5Bs;2Dk1DcWB)kCq0E4LmS zd1nrM$!gdvs^%xcHfX-vRVVUk0XD02Mx11Mcc-|l8l4+DL}%eIl5(%7&VTf@D*r9{ zj@NQ(ILBbm-Cj1vgH>H^E0|zAhJ9h3LC1pBtP+Vk9E$F>EOGfQJkYg$S`yzn=oc)W zl~=`bDCScko?ea-;Us;ZV#uV_LaN?Z9L=)8>q!b)(yA3ddJP?lK?Nk#K@9ZiRpA?&HgZ7$0=P;)MkT6T}JQdd{u z$$rg{WAaI9PYOnbUS27-ps}p5Q+PD)=%=3f;>_?|!`|;}UpDg*^m>*89Uh}NgSt&h` z3}*rRYs=PzcMp^ zsg#p-N@)MS4EruQmLlvj#_EojBErQU?R->ZFg6lrmx1g=2mfS|=(nkIyQ~w>B8cnv z*eA_TD#vC5R)=4jS8qd^Mj*c=2U0T@%m-#fIFeE|{dYG}HG2L|;wGKkvacc z`8@tcko*_KDH6_yYFlIX9knfDd*$pM63!#4kw}}Ahu+7Rdm1oYtA11{+L95&CqKj> zT?&MVyY8P7X{avW@4uEhT8qMu^x!WDM?=;agjvp&%D$)Ytd3QSm8C|{-{6tXwq`xv z?p&)cYlC+57aCrF7D~*ucvQCN1T$h zvO=0joemBr%>!kSZR{jqV&c` zs_Z!d>V$mjC*=lxTO(o`z0~v}bbQY=xK8|>E0GWa5ip)T!cJg>n_o2BnuFA+jA-h$ z>v`1e`rGt@1$=_vWR5GwTk@KfUXyZhQpOPZJEm{?x>sAI$w);P>U*xM&uLfDYRG%~ zmNVH-P~8YhZ0fUmr{BWyLZYqck8c?F4eHQ4fRbspT=L*@cv`%2yc&@amlS==z1z73 z`0&TaoeyjkSH(zg(y~B*NFybxWv34mbl#!eQBL0OGQh!D+T46-kjS2sZw^r_XDZXx zVmXKnb6{K(dkYCoNW)X zbAumDl*W-kM>B;@bS>4{m7uC-;3 zM{qoZTz-2wiqlMG?0Fres(<)uTV`&U4E_ocqdFMXnkaiZ15)E`E|MFsJecx5T?Gg> zsTssLXEaFA@(E!9c{N0C(`vS~m9Y1wY_Eg7b=J)2x|z_S{-iK zqnGrfGvbxs!JiZ=r(6J#j31W&G7u`#)dKu?+3#w)9trr@WR1&=BJR>~>jOg>MBPhA z_e>9sX|s6REORgicFD$>R!%8aa((04!xmGT9YZ#$7VKu_P!M&0viowxR{)A9Bn6S z0u3Geu-n#AMDV_tiF=L>DT{j$89l7_C&N7B)xo(F#{YA zi$qzGJrtFKSC89b@fwmR=&-$^@z8nI*%v_NS9sY-WFJv+pMK3`sZ%%$Th0@S>8VR% ze=;Vu^O94RvQn4OK>64DXTK7144!hY4q7GbnE{t)`{tD@BuNIB9PrEVu| z)c4kkk0&1FsLtL7T@<~4YC?mWmrsk)T!%@OwhfJsrJ9;oX@G@rKz!_Dy+PKWwMXpuYIBSxp} zQYywY*XgKyr6fjaYG>e0;$(-Y246q{hF+v*?F=Ru{l1ats>Mrul=P&8rnaE@$FLvj z=x{sr5)mU}1^1Oa)`^Gq!J6!3z!H*mJs(2I<(TP!AYm=Gl@1#mSR!a>SE`#L3~aLV zM4uI6r@R_);yO&*xM&9f%CC6w**830B4|sPj~-Qx%C2i#gm-F^5ie-pFQSL%e8Zl| zY&8f5y#uxXwp^e#RD-aUD^bSczfkg-p0zla$ z%sGNmVkP4NY9+a;E-hv08jd{vQOzHkGHbVMDqh%k6s%UXSE?~Xo1#R3QmsRBRYkxu ztq_BTyC_j9r4@tz{U*Mn=L|JZa-k?zG&IH1yVg@j(GyG~pp}bECC(DPS$WR|l3iYx zqq^*^0)ciOVquX18%wO%0309DCU@4PKv-)1DZPyWq8>Xq`T~;40}T4357G4t$ZHMY z1FhKtMkRW8BV=gO%m< zRY)8!k26Ny-<@He*1BFUi{AKu3+YR*9Nz(JMb}$=>7{#io-B(7Q~vf3urEDx{#Q#n z?$8EgM+%R95YMQIeC2wSacPTHk-aNgJJZZL4{@5zBS{usX}_7^R$zGT7Uz0dEJHUT zCQH0_CBy4XRQHyIYtbReczho0)E3co*A#)YuW>A_C03N3Ty(`jl+>Tk172h#e-@hg)x5f zLp#m>KhaVcrr}0Zy>EO3VWL0df3tvHfliwr$rtQr60HfR{)aScl!AK8Ul-aT_0azr z=Tt57E9NFo+g+n^qMtS;*E^v6ER2VdlMJi zl=W3$HQ&bTUwq^H?ke>1Ug%}8)tXM&mhV$};@Dwt3oV*m$1ob%t8X06y$vtv z#0<=1cFa#ju{DZdCvO?-zHIPSxqI;hnP+*6hMl%c^N1V@n(UI>+;Z|s^T`BYfVvHj ze%K`tJKRA(#<=KXhsW_3NpGE7W_{OEA)T0;>IAECFacIzPIGqNt`*DQ8X%Jyr5tC< zb)B1t8B=}h@^)KRcwnx{u=$bFp1ZYh2W>wn$^?erL)nvyTf3}1{Ep%4j^7hr_u=@& z+m(B7Qu5LGe0gzQ2mP+gHQ3HwJ%uK3RqmLHqM~##P~@>}Scq$gy?)m-WHP%06f6-m z=amSYC#~bT5|~BhGcp8%HUX^5(U;dCNLLrE(9h2lZ9G>m3qP^pnbE z{zrx6{3-!xrshn3q=U5u=;~<`FqfjfLpuBde1>C5wrY<9v9*u_Ss1?KmfiV+K?zzu z{^ORNg@V=!QD#NR0Xxm5eLRjBw`|)0)VFkAeuay* zD7r+w1ZaE}|4N_Sg!&J%2Q@xG07Ap%UEj(RF)Xmg$FRr#RWUk1*Zz`Q1?Coz)M8)4 z8G4CW0S04e#QE@YeN15?78Kjf9LIhEL26>K(Ihx5^@9#TuiD3%sa@-X+9>D?_g%PBgWu0 zomFy3>5U0WiQ}1Ko&7l1@0c86HwbWgRFi)S9Ma<)U1GrOmP4G00vjbOI*H>5uu^aZ z>tetM2i89hGtn5Q6&)yZ?dKfFoZuov=6_AyG4R_8Lxb;xvS%D#)8TQ85(C5l!$jK( zJA)nCt-rX0O=t_5XA}w$g7=FT zH<6hd>SF-McEzash3jB?Au0%{=F<;~W?x=pTjKxieoYZE$ldKKbTMD-H+`;efv>b~ z&2;Aa7+PG-dD^y9mz_!v$l)W&-%cr?YD03a-!q0~ba4^-Kp#J~RzumsxOB8Abvmu~ zc4sq3@2)_{9W3^h-n3wTCIQZjNyxJFLu?6`>%MarDC(=aF^SKXwT`uwaIWhcV{>nF z5siHxvjB?pz7_3@)R%A3WiaOqeg%_X;R@ha)a1fVX^iH;>D{uE>FzA0B}0W z@STx!N}-8Mg83O-dj$*#)8d+Nk%rhNAidSg6074MWdrQ0)A z{(XKfb|K;RUZCv8oOUD~p64Ss*FnL|DkA0Id8NN#?A=cSiyjK@ZRui%ep{;rs<50H zF{wOnK+U#x=rh!!sOzj!aLchH3m+Ad0K1(^Y_l^koag* z#*t`DS6gRgVX+(Hw^s6{@h^SjrVPv4nRzUnDc*A1hoAK6X;vhQ=iwz zl<0F>?S0wccyb{VjFyesOeotz%Jn_=i3s7L-L82Wbj$rdDtvY?VSead#abY`P9>Hq z>*3+@q&Nm|(V$$stc~`&L4FDu!ym~Cp>x0VOZZ}&9}k_hO)w2et;Q!4u0VLJ^}VmD z>&asUI4k^}!o=j1#lsO(4*T1lrmA@-A^3SSk$Ehj z66{~3S+p%h*w65V^RO{j!UPu0vC(emwM#Hv==lnZ;ux(r787(dI(UbqhbI*uoaWX- z;d)YXUXY1?7;jtbq9;ir1{TUWybk#&rX~)Fow>sPW~CLmi7dU+bb++=j`EeiEs<9y z{mpevg3z~%wpx?ib>nR$-EYiSa(?-(Z@^vM(4vCzA?tf8i{j~&Zq?XYG+E9@T4sVF zeRAk!RzwkU=2S^MfOJEQJ9H20VKJxlQTVaYzn=!bQA;pTWCP@-w&ylWAHA+;Wgwb{WR^v_^jOTDEpC^?@iw(Oj(zPK=ZKIX<(=(F7Un{uxBE3|hknt`jGfuS$i z)n5AS1Q(%k77ND?a&Y=G&Oot@buGo3T+_C_h3gH0Q{LT%qsidT0fFiiLa(f5pg!!{ z8sL%*wA87<3*2>sN2~Y_vfO6r=#_5<#-Xkcqz4IBRJ{U+UT=K(ym_y%gHAcn=N`rm zKNmRhRP!vnNEKdq^93UgKW@wi6GP>o(wj29EY;;E7gQZ;1ISFPs~G{(3Op+l{Wl2` zS9b=f4^Nj=)pTm~Tg-;9NiC~DK#K+Xd1?DpJ{#=t_@p1Jh zH6m)!9P^=)&y4CH^x1=_^|~m)3;V zhQ9T!G~M5WYeXhfeV`1?b&o}8gSgs5jHJY1{s}Gj@tw7(;ZKNb5f%5VNvWbZO^o_! zJ=&zAYm#@Z>C{ez$lz^|3H3eU(xf5xshzdRo2~0sHEA~LpH^cD$8|Qt`dFoF9*-1h z1Hl4|o1U4f0{+Klg8BDJMg8Sy)#~*uzNjaZ=P-dwrndE6S7vohI9k zqJ%3WlCgFYmcf)aaviAm2ZYzzcs8$GF8potp*KCCZ zF=u#QR-Tgh0~?|l?q_%M&p9_D{#9dC%Lu??stD8M&*Bto4R{)k)R zU9{^`Ihf&{oY=U0Rbev$Hj*@F@EcnO{};ry-m{<^gFBs-do3RVmB+{o?Ns{&7577> z%7-o$BTlF6ion~bfhylt`$g3jS}sr&H~O|h;ArhAtex`DF6{7+AKxUN+ZC}o9TayG zx_Rem|1}@W^x(6-B{PamxZ@wcBECrPVQrf zU;KVB%&gMzP2-;tw|G0G|A$)K9nh+Q*n!nuCuBrX@|@gR|C6i{mnd5aZoSUudz;;? zFODrS{3HB-qF-DpvsQKtZ-NbGw*uEey*D8T5xJ96Zr~9Z>ROM#3)7^>lt`1cANum| z-Vy0II~5b@KUrPl1pWM7U9%`@WibXz!_rD22v13@i2>y?^x{I-j$nEcr=>TN0QoUR zxeq-;nE9U4nMuAC$oq``N+-`SL32f;KrI^Vy1r{=9%(SFn^?z9V*jt|bPuL&+6Q6%#N$5qSR?os=30n4Xk#OQueo(FAq+cPTu65Si zYAHgzU7`r`o>J+Qz-ifJ1;0ZBd%ewx5;7yYvm+ZJzOIZ*>3FRmj4}mN@pBXs>YdHs(wD3j5AIDU4PDsk337j zf}c!4n7yd$mGl#Yq|ZT3f&~?zk|a1Nx0gtgTzOpK@tdCaSF1F%oZgwZE9%R4Ay5AT zI^2ZxnoVH>mQspVdp&dq_Sb z5R!3ne@RX2OBt&tNO{BJxFuDwKM65hmMFs#faU9@sa*sLHX2xqsaG+Qid#uI%|_cE z5B%^q9}wG-ZA#R1y!-`$eS$o1=p2Wh)c;rJSRFJmTbVdPP$F=nqg?-e0lIp})olYM zRrO3aGu%@4jH}n^9BSOX4?K5(cw66VB7Qx$=t*tH;*O+Z4k{`1dy-XW?fH?bp(C%7 zN?iXRW8WUg^!NW??=C7u-g1edQgo5a8`)edMZG1JcOkdfyOc}A5;K=XbYUumGM7>z za!GQZyD4lX%ypx&VeT`-Tz==ZsrToP?;pSaUT5cdp67Yaw(~mY`FuPdX8{}=Ft@AD zFZhTvM_&fjG-*qY=(c0Q%_*epVepRwEEM{{ZT&Ln4Qtbqv=0%x18U@S68Baib$qS} zs#Z88SzKluTbk0(Ao{gL7*Ju zs}a?2vlXimn|)O%qvb%u`Uam(KWe?@s(yDtbJ4p=0%&^yf z$Tj9`mV*l%)_?Wc1Wp8jp;oqjQQmUZT6uOA97s&nM@}}&n3gvhHP9~E(y^sj#0l)) zpH4w_yC8!a9c=hEWarRRtY;;s1-fzTxvmtqUI+O<5PvXr!)`bi$11Zy6S$y>e`w%b zP_}XWk?`V>QTE{Aft`xIITT|3W`fmb|HJRC+lPkB-a2PtLv$zx@^3jizBAP!w%9DYu}gY`L@gOF(Sy1+avfp&aChi`cIfa9mej(xaO zXQ0C>DY%ixTH&4L5z`9v8r?SjEh90K4|3AW2Wb=l3A%mf87+}L%o0yDYDYT z%jGz~ps;{x<7*MPy`X!ha+lE!L^TeE-5!4=;;}Y2wd`t|uW#C-Zv;DC4%c5|LDE~) zzq+kh$8PqxEBMzvSC92+PW4Ha%E#=MBW_qKKg0yrzQ-c1C|<`bGQQ3?mP8L0m2a=g z+gJ7b*~|SdJI+U;F>i!*Dzk6#YHylXnZy0QqO-q67}iolQx_4zHrzZ|q0}C@yJ(p} zRR_nXBgySKzquIn942`7!tTDScvzqodajwhpM?jv#%tjy!o%=OL#M6(Q?{3HA$|7v zdgAR(ByjV*3NbsUX7=0%sDU+zG}HePJngDaS9>>h!&cDrk#uVN8iRlM<9n{i??XBp z5?m7jLJ4EOvN^m@*c!|O@re%JtktWfFFS?h|6 zMV;C!xbTgvqc_Km<2e%sxT^m{ba0Zg+A9_o`m0y!M8N;Iu8D5LNz3qJ^53v=%@sw9 z&Q}U4#X2|ftPoTiZSF4mjf-=6p~o}IKT&vM?mL*m+qlYnO4^M{ZMDb7O688u@lrdZ z(n?T5Gde|d&kip2`qmM`KDf~m?yCKwdd^=mzCH?~={6Pg5BjXJ<53_yoAssEyP{rQ zO;big6ltzaW%+s<^UuWA?SrCh-Bd9)9H1NX^;t3F{76GA?_@aU)%T(io?lD;=fLWt z^bFu(cR9@6u$BGw{S)@7_Gk3`QD48=%OTKd+%;gih1bLgOAZc{|N7Du_O%ncc3g0> ztYA4gxM?}dH@T7s$Q&$rs9#g7!sm&!9Z;PWX6TRIxuNL!n# zG0eMP!7?6GSU@_Q)1KD9qumCNr`}4Ly1>Z0B3b(2UE{gf%xt)}I_Kk{X=~(rOKO z3ZVpUwreG!mo#z?$zbHuw5m{HTFZ`%Ky@|V4ElA`&Oc_FOOV|)X>~i*;7hkR2Ff2@ zNBVJ4XmnWRC4+HQ^2cJfKW_VaW>48y=b&2s3};oaMM#jcX^M_#{@Wx$%E-o}*)osj z#n{ijhD=nx=Z1(Z=&unXX&!txwq%W9G9)C~ij2(?;J@L?d2@i`NUINFbIWU0KH%J;`v0>I~0 zV8?XU!w2YUGw!jSkR5yL(@~L#nYV!j$C8C=sxW68HEvfSo>SHUN1Fsu4f7Qcku<4_ zBEBx?P6qJYdX^1ZhZbYOu7hE82)7sRvP2JmLCfEZND)c*BrQ~I%g40JnT8pPK1a7# zc*Ls_6D>E1q-!6<=P$d}xL07S)?$~1neOGZvt&A{Vn@VJe4{0B^_6TeJtNrtsF}8s z*SWsi!r%NPD5%0ye2;-K03n9;UZK{j68!DY5we{p9_;GC=Zr=#a>y@5jh5?$M%~o# z6$1wf=>;uHh9m>bJ}JrP|Id+5Sn?qU$DahE;fQwqTOoEB&a#I z`E0V^1fHIlM0`gWlf|n!BAC-V9(6J<-d*SKyaPnu5t+MN*!LGOu*|+u;{L!(#&4Kn zt%ZR#L8|xi>7FFlO|sru3mE)q5OgNlY&&ESeKM**c6N3@-k#KlZ_Bl-eFgL`_zQ%s z`?{C258Q(3&AvT=mm`kj-O6^GUZBk`CH>^!1B2d@Tyx_+dXIVSC#hOIbI}H<2ki`I zUaF%#To0GRuk<+Xc{Dh&8idmGWmK*?*nT4;yVtuAcax!(OUFGcsUNC4nPVea8y~$e zIK%OvdC4ikvEOEFwn^q=@*Wy{-G)u`>#lM<(q3l#Qe-P62Fq1ehr6v`0JZbbkSZ6P zJ!g-MK;76L8iwO~X!qbeM4E19l{2G2grk4GISq^%bX4iiI`B{tpcIS~+t$P@RGx$7 z7x)ex%8l!w`7rr|jB0W4J5%qk@0jobHOWC!$4t?YH0xQohiI}JmHLe2JOZJ4hwF}h3l zNSWxHQ{K!|3_#kOGP0`dX7t|#Kg|^x#WAt!Gf;Pb&R&_T|EN^QKGNa)n0~tYeyg z=;Tt&sfp)yqF&|OX60tsn`Ruo_{dSZt?wHfiH6LZ_SWAETz+r$gf5L%OBmhUTC~JF zfxgixC`7Vkj->qoLvKYsSerGbt*pV|$)za&XEC}bL|h*^Ah-GUiZN_F~-NbkF2 z_~IVAz59B+N6>zF3e5!^L62N2!ugIX!Jz;LHN4Ip+;8Ru4r!kWAXI{|Am%wo=Ya@| zW0!h&zzNSjY{7^;GS$#LR&j)NM;>_($Z56s^kB;RD!Hz02K6R^FI9+%NMVs7jZ45W z5Eb4z?O5dn&T32#>!#R*+puG35=K@se=rKHEELFHP~-d=f7bIT)C*q*wHXJz6?~cF zch`+b2{ZA9P8zmJd*IpN_{{%&yPQzlk_71hYMr{#oecOj$`y6fzOvc}X3MtATT++=C}?+sqi8o{ni4);AM==WaFh#=U@MIb*VQ-AFcyF@1h z+q%I?Zhq;nZ5_`+pbKoJShW9tAx(Zd>i4eXiBb3=&&yVpvo5*83dPeAxh{0ecLoAN2pC{_B}T z#hnLgfd4yWyiJsM#ho-cPZ>NAcB9_8H^%=N7()utw}Uqm<%1f71WWYmu5{slrV%K! zFGQ!G$)n50*^HfsEiy2s4;1mG4)la|D}@#-sJ{b#5_0}rSI@2pTnLV#2Uf{s|7jb^ z4d%_P)Yo$K<^oNyCup=sOmEf3wKBM_VDvs*4O2St$*l7p;#Kc~ugCCc1mtk-Npr{e z|G9?Pr)%Q!rX2WZzb-l%JVDCY5r-l_Nr@v|E4q%t(#RURieo^!3$6VPxG0P9jm~>a z53&ImRlNxJedi6ecm39lC{N7vmPRol$}eFaC%a}1PODEE4|Qug%q)idn^5CFO!qIr zeM@j2x8y=KTO7^|>?besw){afEWuR)ZAzZCBf;*qUfbXs`9|eEcM1Bh-?9D@apI8f zYE_&|lH@=xe>5j>T@(0h#clQJkV#6Otr{b*S*L)L9E|h??k?uLw6=_!DPQAx9=6)r z3jU3a3x%mWUg8}QCe9&souF1PZVO|DS#>3mQ>3Nsh zL80b6NLKr=uCD>v`uFdKCvd5rdk3VW3QB-ZFxbE_uPplrL43n`|C*bSkDITv z@BZyEA^1khD;D~&lBfIN3%Yfw2=TIgvYW<}RDCqejnZ$O$*&t7e8G2(ubM)J5xacg z?IR0zk2b?h?F;Q5BenRY2e1vA-+dzM`8q;Uap$G%iPy8*_#+*W_Tf(gG`JJEmP3*P z9pywY3)9jP*RxKNG8XJA!DKx^dPw66J{n4?Z!;bK;e*CEXvnxlyTG=R-QUZm?uk0D z!OJ=D%^HLN#^x6{)-33wNhcM~4CK1F+u*)iV+|eOPX+{*;&=ai(Mf|xpAV_;Qir*b znL5%x*|I&Q*n7x-RFMCq^c>|)Pf4P%aV`Q6-pBl6+Z$Sqp!fM7KtN#~$G8h`jU zcMCDyx<36V-=1Mi7fPuxZ$kV=5w!Jg)!WIpyPffXsY!30JvcEbdx9u9)MnGn1G;tQ(Kz6zG)h{DNH4T zufogV#l@akq9QAs{>CLJ)&|px%U(9CfsnrouFmv zn%G0%>a72G%j}%h)KF091A>)LWXbhNnWzE?1WAZ4vVxn~obf#)!&{uFn4h6?$7odU z&sxG=5RSOF&eTEt)x2LW48)~`3&EDL&bw9)ibs?M^$XhzVQIcO>!E*FKS$VcShs^0 zM34)w@g`yVK?o`IiAz8W6n9eV0rCA3T&d%OK{#I&oK^G{DzJgJAjrVHXWP_tjNP$@ z5&}G}MRfs)fq)**uM4&Dd<7f{#4s=X!Wn}ceE0#lv<7kXVj0Sbn>FCD8{ z{KTb^ZVc(R4C&$*Lc?Dm_M7?<)`in$>?5p#k5Z}-)xE4zuU&jucWsf!QrQho2p5)U z%W>E(IX!#gks^_tJaL|?4SCVoH5o=lL%ML&Q+gnhqVctx90Gjbw5ef^2cqRl zADH`$6#j6+GAHZTkKEus92H zhCALEy{e{|R^FrdkA%YPj`pglF_9&D%1K>>(<3AFj|enFH0IHFg3^-}r$xju5- zk8uhLB|t$F;T$Nf@7EX}0(JHiY7{E?E?^6~IKHX;pnwFL1_cjRqY5`6*Y|2DqR9_x zF9=!GZ3V~5UlnH-W8q7We@7xzPydcYXfob`FIW(5fI>6B0~s$sY=#*HelV}<)3=d- z0N?zt5C>*GRI?g|0Dj}&6~!L^6Lz4h{uhrBCt=k7M+{)Ie}_`ypluL8C{q7~u8dk# zVV%#G3OW(VEcdKzBBak!oPxoDm{YyZ9t5Dh4v=ir^jm!HaP8H_$0<;h!LLTk(2l&; z1t9^d%ABr6p8?^b0^D&4$Nm14Fm1Fh_jk+A<|MZ&(cL_K*C|p!j zr-cq;6nO^QfbXFiL>!14zpUlG*uun1-PB;i*w0|Ov>ad~_?wZNXM8FN(2oK9k@Qh5 zl(jrHu%QET%>k**BIq{*D)4Cv2E@F+pbmi?9{Z35m+T3)0n-8gN9^N)a=GB3#8=3) zbdFqbu3i;A6T_N;rTyevK@tOm!RI~CQtqkMRylANyxnWROa)A&Mi%$FYz}bW%8dLx z*E`|(vsnMFv&v>fwW@k!P;fNzQ}EdRLPs71j46wgCthFaid*Np#}O1qxm>sjk3xv& z-GdUP8v}q}Z_JVBd~+>g*6d2`(lTFKN)y(Qw;{xa&@CvUUtuLgLTqMvSXk`q<#ml&Sq6%-Rmo^W|Qt0l-^mFl74TlBFT&7l)88Z$@px=5UDZTBy{+Ab?8|sc@ z&r_HeA>i`Z&d(`)L=G%yYz#o;9O_@X;=dB8Oqy)ev5Mf`&Si^TvR_?m%W&Flb9X1w z+x-5H64qxK=a@(Oo7qHV5~8Ju1!rTa#B?g(O}P!-n(+R{K-p96K|i&m8J5B2s04on zGy7AIxQFJ%Bg~z)CKF&~knR8eoODAS&IBMD z4R>kcbZHPF&4e#4=_X82=FE88GSG$aU zl4;{vkH9YnEO*H^0sE7*+x*ljSl!BnGJK$oegeAHHtWU!W-V|dI`Jf|S3yRY@a8Ea z2nRl8!*GApjJAeQIr^69)^4B$vl--~AH?D*p<3^I+=-e9(KPCnR@r7K!|2RRDdFp) z?uphS0MH3>DIb<0o=0hCLN3Pd6AK4Rx&W4CucL zu!s_%qIl6b|5BT%M_;`_=6ueeZ~54p^X1X9vufp2!DHL3fHO230CUa-QGmZS;cK(L zc_=|ijYzD|TR_bO*=$1>bW4gOMycY^>(I3j+Nph}t@XsO!yR*skrIdBE~V6ZgRO0s z2iS~#NUOdFyD_P65@_ylrVrj&IRBdYt66LLo5pY$r4JLi@Ukqv!HGMp1tR&Gy`KS2 z;`!2h);$0o$iCg}EQ8DE?AavbwKWM`6!irtni2a0{j)U z(fC8-U*_u1mDd$$qocAQP zGw$7kpRGFIE`A^V`ACk_ON<%$2?)~LCP)oq+($4f#W!(q7dQ410MI*p1a}fFm=C}T zY|LTbxjYV5)(w}NE=3=JUvY$9pVKPWvWWwz#z&iZ$DxJWMZ>l^t?xec0&G#aHftsF zMQjIn2ehl(+GqR(;nb|SHuZekyJVsac#%q7)vz6V-)9Xi-}`Ku;*b(#dXcxe7C5#a zlgw`;ZoxeRQgKL){Ad-zm}3)g%3?GmfB3cCMM~h&Zd6J3U`K7?66m`FxIjIU>fC(@ zch}9VM?Z)3I4G~V+DDZzZo8m+kPalzQUWisZI3!#$2LGNaKSL*7Ct9`3W~Yq5m~6V zbQh(E-3jd_eo*U=!$x%c-uu7EE1dEd+h*w}g*A|6VAaTDEBi_}j@4DPvMXRIuV(v2 zV?(tTFOY*TC@iD!?ne5JVjC$M@0q~>Tjaa{Pyvjq-{D%UEAu%dD-}~|dtwUsU_Gv&Cljmcg!l>0mz+iD3@JbFn}h;jA2rURGDl ^0FL z?00wc{hUQ9dsCTTt^XmA7Xwo-RN%H9n5J)ivGvzFYQA&-%31h&wQY5n-*s(vY==!(qwi}sTDY? zI<@1&I~V!p?&T z2*6s*1LxU7-mgG{iKmJnkZ_G{sf+v2l>Zp5YhiQW*nr(MWtsFex7~7JcS3KfubNSZ z%q6wuFBYe*(=eA-xXl^|g>KA2MdSG>R&kM+DdfI*mHaf9FqOsHg2I9Cy-znh=(Vn})-b6=WPu?a zTjRYvkY;DinvII-jrj(D%vLrUtk(UMpPf^I2p`;(%95TxAPP`#jmhqZOQDmN^xOgP z8(VKn_kez3L0`c_?@71={Z{!Eu+Q=UsP)}v>*6!;k~wQz=#I$#RZ_Jj_JAIwjP`vG zS}ZNAX_p2^y!l7TV39Y?aPEM-&&Ks<@I!)kXSYxzF_jLKbLP@VS`hYK37qTTx!>n!qMX#||-7Lw!Qj>Zto z>AEl(dNr`J1rAsH5--Mkw1ZzG*6MR2tNAcr5%9&rFI52Ans{MAfF$+Md363v!c82~Fr%ydQ|WQ;QSCMzBMyzE<0uz6+R5!=r!(Q2aa zSgksWTJJUSMn`Yj0(=J@Lk@4vfzip}?Y*}AuUhtevHW1&dXb^Sj~_BEezll*HZC`* zzY-EW4fX@#So1d@4UglE=9QIapDfjXGfTsg%Q#P-1W#Z2gJ{A%Xi_yF6YTA*R*EY7 zQC{WSX=^4kuPmzMiNBRId(v}xAXy*mF~k^2>zNkIUqWxd|D09&`)brvc<{7^{F%N@ zGm-N;2Ppd^mQPm`BxruA*ylTd;OS~~yJfXQz)xQ_3L2^l5~a=U?WOD!G#g0QR!w^# zY`XH{iCe$_L{wc92KgAq+70Jvn2nX^#UobQC}KN6D2q$AZo(5;EU?DhhIvDR>?eB> zlL^DE)ZzMS<jafd`$p-#U!sMbNEAE*eXpyvDFV-Q;ik>AxUqU}D%^#LK{!Bx?Px3?bP%OO zEwxDU06&E)F0B8vPge!Pb_@F0i~vX9v0Cf#!`yc3agJysn6?xCIRpROfmU9R?f8eh zy?nBPm)7HLGws%@CAc>^$X@kW+M%(lWh{kQdJFiLGEYtj^hDP?At3sLazGi<_<0Xx zn}>ezrTWrkC&ZCJxd+b0g*~=Ngwz1Q*;FDnP+k*JsHlBo4Fb{x{aVgnL%L68QYD+x zvQIKCyBe=JhLlI@WaCpZn7|tBI7W6i;o1Ty>-kgMRf1m&!T&K?D@8mB^5;BhLsm2+gYRBzHEs5eKiU#}0ZJVXshUHHD4 z<^+5~YMj*I1(6U&%Q0>MtSx$ZSTC%{>=`^bLt*KM@BQNF-CoNVj26-+wxgpj|6F_< zG-E;A%~+1Foi|$=N+uXL8F<}i$1Qv}3XF*7W&gRVPJ>&yo8&lRx-uj8xrZFLs;$FY z6t=3usYaf3Z?zq`MEpNt+Xt({`>~o2Rs{^Wm-eh``|4oxO9Q$5`D)KX@As*I{ZaH0 z5u#NG8nq9S*a7cowB8pHi8{MTGc+)Ha3Hz-Uy{B)TVHkU>`7|gn5f%N<}QZJ%DEW- z71`1XP4sL$nXMauJ7zwzgc>z$YwAQYsDY})6eVrdL!*U&ERP|cV+e{IMlLU0(p|+cqtl3u+8H|6-e3#%g}hig6o&-8A+zF@Wq#{vh0p0iW@?T z2?=WgL@Jax^*yQs@Y^96A`KHu?x(z=#y=TvyS*9Yg3ZB#%txY%tHfO#8z( z0d{9*p++ZC-^gyCQnmyJb~bn}`~|Z(VPH*ii6`j;9iSK{Xvjb=zOw_8F{u zHyk|6T;pIRA_nmG#0N9_$5#$lXn2UGe+4Fp|LHYDn{_#RYZIx{2cNr#_&&+BQ`QWh z&w>MF$J>?9G%o;mozcZDeNH9|UG#DX4pj#t$eRaZXmk7zAm)`$OX)$5VPxB_;-`)P z&qCnrz5M96I+^97EWH5#oKSVQGM0mI7cZAklg8BrxYZV7J2iqMXIM@-1_Fz`@dB<> zV1&hl&-QmwOgHNf6O+T`A^@H`y7LuZ#j=ls5EQ(OzCKa2Ad*aF?E;}m!j2Y5A=8lw znmtG?*gF_#P3!-Gl>8_Ho2IjzCvfcws~9XXmhi{q=0^tX1s*oVv%0 zM9{mQgiS~BOz6CKto3F26JY8i7CxiSO?VRj(&3N@-Pe;!S9Oe8wAGHzOV19JV^Yxv7wwNVD(3Db@CEsweb zg9>2kd_M^Q5GOh+*tKkM?+yedIhAy@l`{!oCTzRm{x7U>?h-_vRcJ@%N>4r$D%iO`LIyMYE`b5N_qcK=O(5V4~nXa5`*B&sU|~ zXcY}1rr)F&%NbvVwCrgurL6=HyI=%M{N{ni4g7`x0s){Q)bN>SZy|FhlHW)mZ6*Ld zV^r_@%D|hs!lgoCFZlA8Xzll%3F_4PwFZAoz$-P!k)1S@HF4_78s_KSO2m&VgSj|* z)fyb~*csea1+tSIF?20VxmOl<)u=^KkeWAyH4@&}=;DNGJn_X79#sQ#-K|y)uODX;E9-vZ<3RH#>{CvwC?|;b~wb99(zUufe&UJcIMGP_4izBBgP{{ueoU`8ik55ua$>Sw~AXj4jXH=mXoi z4*pp}0}(sXmIB1qfN1_hWGDN^H(M3tV(o5frdQywOkWSJ$OJB4T=ydNQDV=nXK7h$ z{oh@Lu*glarkJlXDO_6!CC#F$hw2aVQ0}6o53AypZqG_BV7_u`>r1R|8@+ls=rDLb zX?jWLbJ`V1xG@lus(&@moyx~s2Q4obLQO}PIZ)GBUZ)AvbX3{9W6Av>l}WKXs1#tk zWg|%W46+4PCC4Ye@ddGe0|QEa780(ggRp;L5U@=cXR{$x!>w#c!;N1m2PJbAB9-6! zpQcdQZ zAc9twnfe=;Tcnz|Em(8!$umJ(Me%jq5280oGhK(n-tlcxir8U+VdI>V{#br}|E(0f z$x?o6-+Hx6wJkbwj0523aR+tSd00b~{Y+>b{A`I1%*_ZGtS?=;mbH7&?RM3Tn6IHu z@atpgj}m>7oRX%mtP#q}e_);cU>p0{w%OOc8d;|wT4yVW@Y`Qmx>Q@j?bvUDQNKff zgRRN4i<9Sfa@79L{Xv;!bx^TYsO{XXJgW)yuaG5o{Kdsq&dEA!gsgK#pU7fe2NMZ? z-RFpVo$b+Dd=dCC)iaBm6Fm)Cm|}Rg_G7F^Jg_i4)OB-dM+Q%J@POJz&nzi#PZhVl zVCEmKg-snjgBx7tfZ26kLzLehgDegX97rpZZa79xeZ+LT9G514s7K*1OJ!dDO7WEc zFdDuw&`MUw6VP%Q0?6MtUkUi#_Q1W7gGr;uXcznL18S~^gVbs0na=_?C_n$-v%?DX z4EEV7le|-B$$wN#9Q5RGvrD*lX})cq*3g!_BqEFkX(iwi$Dfbi>*v~U0Ko5c6%W1) z5AzFvzY8R5QujW{PW9r0{pAmZzP#A@q}2zn)t+=VM;cOVH==v?>&~;vE|a`$84>Uv ze`(D$4Ekl2kLVsq$bCWgkKRKs9*Hbu{{evJ>(C>{%+^psrhtizwcr2=frG7_77;N6 za~Vi31Gm`U%Qjs*-JiTd!6axG9+r`nI@za&f%aoR5)YdOu#L9d!VZVjY;!6qAXz zyq?tj11=Q?dw)Y0;=~#>*n2#6?5edknSsHZ0VGMBH0g?v2Y3UBY0X+;LD}<|hRqwm_r-PJ6!n?w z4r~K37rC}TJ2M55cAz#Hev7@z?IH`O*cCDhX)ii0Yac30BZi$FtjvHn1%`40l$ z;MDChIcAW-7}du!fsqN2W%3WsBJVi#L$YM_12YbL$v7+zH0Ve>4cK4g#D8vDFk9j-b-7tfl>9wKt9ky%?X&-C z6|qZX8W;BEq#aNA5m2kY6)Z);-3}J_mX6{qS%%kdrgM|v1`+^p#Lh_;+6~sQ2^uTo z8)LnKM)a{W;^1`jkM*#wr~KXcBT0@rg@}36CdKXf^$FR;$;IJV%iv`WdksjXH&p!k zg=c$qQ4FIGz07U>F+7kniGf2|{BGfx!hUe(t9|~{5o!~(%)zLGisV;}f%3!300Aut zjAHruP+id_(GA98U~3Tlf~4nhc2*3t7g9$YD*Mj(N8yPOL=hl=HIdtiA5xr#*M7>g z6OP3sG~Y1XBWetmbc1-^iI0dcOvhx?-PfXg(@3Ta^CM|<_w_e{4!DzzWkTLz7Rf}g zm%19&)sUPG!^eSVG>XZiOh$?J1Uvpb8#-EiMZ;)&+@eSMRw1uhWc&yyhaeBddl`fO zpjShZFaXNTK0Som40(wEC2s%@yW;5fa*8BE#U;*CP*3_x4KWN(+{E2jRqHbYMSn3) zQoL~4NGk&=;5m9T5`%B>iUR4dcDcYIBax%NzA*%EFMj|MuJIb+6ky#AK}zRs*hl7F z$RRy*f;z1GUvCyG$kDX`C?(Q~t^#nSu?J;)A_hm<{%xT6hp9?Z|4HDTeqqdowCA-s zbl;Mr^y%K>TZ$bPSGWy2lZ$|c8A4BY(-Q_!E8MCnv23B+0FtF{G7Jq9F|wd&Pc$qN z>9uG9iVreH-)w^%o+}`L;5rbE-h4kg znF9rZXZ&a2CfGl!eJs)-!URcCB2+u)z1Pnwrza;y-7Loxgu0dc9&KLQ?*QcIPJn2& zMWqzG=rLV?1Ed>0hyCLwP6B~5yCSLf6@;HR&p98Ln*hsbtV1*iC<9^f1$-GWWUAB- zSCw=}O{rDCLSPpN8Ltn}Fg}j++tl@CDb>>mUea1DTi8L%3Jx`EXXFsHt1V{HPHu~RWq!ul?UM&t0ZIiCYQK_z#3zhGmXbn)G92cMY z;iLU`POa$**j!jS={=r&up_c z@3e@zfGmQR&vLg{V*Xbpn$Zr?ZO>R#z#{bstbX1TXI@Qpg)tC04X%IrpvvpDp>>kS zPOJ|rFL?+)1}rwLt!b@A?$GO@T<@OA&~7U&GUg&+Zb5B6P9Fxu37BoiuRnXqEK|)q zkfWEu^NU4jfOkf*Z~C`Q2BVOUCV^`9Q?S}OxQNL((Sm?=1%Q%9Zu*;y6|~?}-yWyG z1$upe-e~)`CUC{qkmkb~Km42&B3@%ito)bLC7%eM)YGMU*MTPq% zn)K&K*w6+=fMy-4a0~3@Z)8aYU1(}9=c*C-+jRK_Ier#A0uNq{0;Ke{zx<(gv0!Ac zso!tCD%>AYq(A?_o%F7Bhy*bB^lgyl%piH&O6#B;6W+(eLjG0vZy@I#K!q!86zX!2 zQ1%_NC0S@x<6-8HWE7Hor{l>o0WKE=Q4n2HM?H0L&fh7VNkc$vMWK2*Z4)ylmdTC|bK~S!>|dAt@?Fe`1?0 zZH7;6=XiB#X4WHNl>>!R)oGb>e(;ZrmX8`QpVU7ups!oz^o<_OoNAp=oQW(7UU#+G zB@JT15A(T$#V-unO(ar@#)EqfDY?BSn`=qT>J|UY&R1 zty{BkZPFZG(cv9&C8^zo9x|sPh{mFQG)W|1CiH9b`*$)E1~%UEfpv^J2a}9>2Z^(HuBj?}O{VIS@-q=3;h^u(r~3y6Q}+Ly$fo28db+ zEF1E**S2@Pxl4QTyiUMR>g!XiGlxk@tPJcvQC7Ic=stPYOJV0rMy>tQ?c0o4q7WTV zrq!_LR;V&sj`dQ=`I5qSLFHP0C6VbFITBt0^BgzNV(qV| z11c@ng%Mb4AZa%6kf5l4WB?vonU(akv7fRnSfjrz34oKbf})8U>9WhtHSAL^F*8%1m~wOOQE>}a;&o*fz-HIv z08Oeh4j&RKv)Hg`!oWgH`T^s=B5~)2Yt4u=pfclo>2UF5Iq%2?vTZh?N&P{kg}H?BeE9pA zPe8TEjOmfU`p$Gxo>#6;8+->-&F3L#^Y-BbmTiJzGU^|f>xgf%@8gR|g~Q9QQgx3( z+O0*a=FJk5p%976Y0u>gX)Xv5YdCTlMGeZy&xggyxG8=}K>7Cu{G&{Pcd(A)pr!dx zlb@`1_R^{GmybQFsEgux`r^*5YS}mbRSVN@D{A)>%B-Snb@|)<(fE?lh>i;&sU#fx zu&8tPh(aOYm_&KruGEQjxe&R~W&>qFZg$T1rDq??ht{Ge&Y0QCbXsEDeFqVMd-}jD zcbm%+0F}tK(wxS8neW2R=Gr))iH*IcP#)=c@NmAU$TSi$*P52P#pMJssUucww5p4Qiv&u-c0_d zxB}c6M);7!<+E|dj3NKkc7XI}ak;mt37-gk&{~QLh?Xr7s&mqQ3h`Zb@=&c4-(63r z#el{9up6xVp#WqCehx!YH?+rp8Xf_*8engiL?;lUJ+ns>O`DUIJp!9WZ(IU4@uKj6 zq`EDz2@qrPB5(^AFGmg4LHD8f*xxc0EMv2-a-7mnGEz_IH$UkNwx63g)Jxp!-Shg( z!pDlF2z%|1luUl^sfczY+1FpgFcl%zdi2@KN>5p{bI>B9`Jv07H_sk!7z)_exSP56 zQ2P^rQozL2EzY4IN{~Abfh<$`NApw6_5XBR!kLW2&{ZBYj%VO3Z?r4kgehzz@;oLO z(3pJmBsI&bFo?|=g%V_x3b+m=7`hH*N{Vg0p6O1NAJYBjZ0QHTaM%9DeG{Ky2bGtc zlOCdvpl-%1=%g(=zXRMNjPh+jd6;9#YLQ#EMMgve=1h=skw{`pFAT6= zG|C=^dLhJnQr$t)BoFHI!RI?zApl;YUeic$+z0OqAXFpbd~HC&sIW*!+If(*s`O~y z3;j?{36HdcGuuBwD#UK$z~v-kz8~Y84~3Tv;8-Olej_VxJ@9^5u$7rrM+*;-JuoOH7J$*-ELfK(>- zdOzOw$LIKFra0`|qgMc;aznWUM}G=?ioR`L>cp4|ih+I0;eW0JA}2$vJDR730ei*m zH>@Ixo`mV20LRj`O>-jIcCQc~Weq|FpJcC*B0#J(p%34i>^0W#WX5N29ip^i&v&05 z&YHXQ%Nv-Z%lE@y1irk8w!4eI9c*0F#6IaGXUi>r>a&l!9CnHV@CxpJCL@dwI*r;M zk6th*TqD69$A5Z}KHRWv8nsNeW!7=%zDp&}h z%K*FqUJVfS21KI)=mh!)cjFb0{!f#&t3vQqP7jDEpytae4ahG$j=y2uza{77Dff#u z1L6>voIS8{03r*4q(TG3YwVP_6Z?AQ82gmRldp5%)q9$B5}Xxoisk&JBQtpT;yUJm ztlh*6j!GG8DRZME-4$IOI6sKjPCy3${{ggU?hkaKhw~SMsRM!O=c)f{fraaW<2cF= z`-IBdmQ|lV4&hymXOm+KCg>*Qh5bu!CYH7cSc9qmI>wx*Uej_;0?1rD?ABz# z774(3lif)i0OQ2~7_U{vlky?x!lU{PNDPUtj>?ijSo~{_Aar%Qb9Gu>%Vq!pzQgTd zP3;Iw+V}X@z$~DPyt$a`rWFMUh+kMIIqEjqMwv8O+JNobi#1aM%025O3B4vP_!td7 z7VUPcgBDtO+4^ZasuR^+3-I-cK4f*u`Qol>17h}@Gg*T>8*0kBuh;4)0JQMOC8u9+ ziv)Sb7)bIT&Ki!Ipk<5|I71uSf9P+>v+|6ki;B#7Fa}Q9$LHgK>JFL?8grWo@=tCa z*xDMn4F~B6$oW*rSqdaQkelz43)aTBrnRfkWfiWo2=lOsBFPfGL0CJT_4se2Gb&3J z{bj`Kz~rQvEVXWhdI+U^f~Gla@T>+C^Idu-FpN;i>mt>g$-3%;8v^=mlDmlVq*9RK zKTrf{i;Xi9OI2IrPvC5|IuXyanq`{1ADSek`MkW0e^zg#1weidkrqbE2l28?N=LGa z4@~vwle`0J%d)(WCgWc_-ITwkVdU&^QDZ8hcvv^{JN0H`2>bQJVpYJ}|9vvcPfK>lJDAnJiE)3z z#Vb6CyL2W#e+NLZwK{+9(ydyXbOx-hicnVnJqh$SkSQU<(D%U8rll(vt+#%evUHdp zkl2W>(bObpwC0VS4Hiy}um;|B-JU?A|CTso#%{?Uo})!Zw`qCpU{xI44Lnxgh}68B zuD<^HL;AJAm$R#B31n?x?gPNljHGXtPFG@*k*;W7e1q3+##^x1ZwFp2b+w-89%A@v zNzW?`&aLCs^*|uL2xBj~3*rMFW!jSX2bhfOgEfhGtT zcZ|DnR)2y-Jq5-KdPZ#?69c?k&?s=Ba8G@&*{>te=!iD{R{H2dK*225Sip6$+e*Hf zezVCRekY%EymOn-jVl16ZywIU2&EhS1U>jf-Ryo0dE3Zwhx8rksuA$X(OI6ay}v7L zE%50Prxulr1A=1odNYN@;UfzHmj%LV`}9%WCQAo>N5lhy^<3r10Jt54XkmxnbBS(| zRAX$aJ88;}jg5kfu0~Ne6qfeOJ;_+EfbdO0`2T4Q#j^4(uUn%qcmb!ly^ON5?N#%M&Cu zizmJpDe&@~SK3iq%L^_qCgt1w9JiO7K^k3JG=Q9H!>1WukqdbW7KiYVTOykBBmj5b zXm+9^B&i)b?JUG%V5vc)I>d*t?gQ${-0N(F$x=tOOY$5)VI=1VU7CYjSxz`ghArH& z#$m|>qQ(d@C<{Jb4zy=4q*X=5au1^x9BAvDn*BT z-c@)r`$61VVu}K#;8~{bc;@3|EWRK1a z=NbLjDr>#z>gcrbQQ%%-h>H@&6x9~3)guhgEcO0Dn=K^c8#N}YQ6dWthf6C17<8cQ zn{dVT$je`)@5NswO)wq+`DzWGi1uly;b;Ga)+;F zR|(%$?0>NvN&*DDaP_u;mSa`O%=@S)2LR(i&YK-OhgurOd^&no!D$RCEBKxg$&xr- zqIwBSm&_ltJP!kOYwY^NjK+}P*@8f<^z+|10|?sR<4n*tc@&g0y9As6Jg%lk$9+yTxsD%s4Wm-0M+Bnb$x(yZ(ck z0X>RhopiV_k@!7enD6HkDUmAmO)_D>g&ch^t&_C-6C+mZlw!;0%h@U~)t10?0}kX- zu?hW$iAh5K{r7J;&u?p`7I9Wv%?h{wDzw8#^7TIH+zjNaSBee1UGQJQrT99kXQ2i1 zmY8Spe*FErphBMgPMuqE8SDD^*2QBGYw|?w-}$?F25A+{75}d04}b6If+N(vT$mm^ z=u~=a$J3+s3rIlNn(N5%DR1UoIgHoHl)Du@;3F*xHJ!-2hk5s1Jzze=(fy+uRj~#S3Xb4PW{4n&d!=#t~3mVhiuSDcPwq@SvM6cJIBgP8viGmNHc+5 z_$_JdT>Gj3>MR_}S?l{B^)sH*|J!r;|5lxo_TIXn9@gs_&kc!xD^z_S*=p*fGg0G8 z=T^buG;!w@!p59MGNT-?!7M!b9wWaIuh_l-wfAlOH*H014BT{yZJ2c=D61(COP8Jz zv)+TY_6X3Sci_EFeZb%1kM)tf{(yAb6rGpbRaB*-J!33ldPrF$GY}PCGk?2$`NlBn zXm>hUsoSdYJ8y}1OjIPt=rVnXzP&bUC8)N4M#or0He%PcC9a}Kn$b@04)}mNeG?Uq zUv_SAqCdV;KgHv&15Kns&3X-1g@PA+sr)gxezzWKzMKAMbS^59xeH)UQ3CzKudY%#o9b1V`xHfT$<2@oNaZ*IcwzTdxl=G2)xckaxbGiMT_;bj32w(+dzLJ_xOJ>_Cwto|Qxh#Xwkb{6=<3Yc$aP z2zEuYy2LZb3w)(b{tZuSfZp`2&k;*EZv*PXK=P0NZ6V;h;L=)ZhBega^Q`o$S5A1` z;C)-IV+Zb0O`sI0L$mi_6zI5$OHXUEP{k!zRKQPsyzI^|b@r6d9O@kRJHaLFLIC@% zke$$X2(a~sTg*?9&X-K8ctrC|0K93QKcG*?%Tfu~uPIAYqPoZ6TO-mkAZ|^!3@=mJ zaER8g+3U;h;oCgmX-&K8J(>co=XXr@5a%aA{9zBv@|Sv2u=KTWo2RQTpRs$*2zfEL z@Hd!Ild)s20YgSdz@YyFfNn#outhL8KDaReK3lD<+fD&`BVK+$z^C{suDv5p z65sMu(6!+R0Y-2!Pcod$ftRr%j5Q&;rYv?CQgaOvAS*pX&R1vFbgJH~aTY7}mr7AC zDg`XYvbLqWBL00gOR`-Yiom=5FQQWke2gLv?!JWG!xLY2;rdz7O92(jXjhV}87ULI z)qetZsmXXZ>4(|`Bkp}=Qk&{WS?w49Cm7gKIp4xZr)oL6ZDjQ1`MWt*6`u97ssKiYFPVmbFt z1tG!UF|0I1>V-$JK*0Y3m*3V`nQpT+3hYJ$j--v4&}+R zh>&o|1fIC>L~F=4Gx~cVq4qVEfBb!@Td#a?)A93Iz2;eUcJO+i(#9YJ8dk>E^n7+G zf%IN$o_)_=>5fM%LApMa1T$b9QoMiu734`T*h(;tUi#dB6`;Jfs1z}Aq)>r?k-+7Q z`uu6Ow&q&PE0?WhtJg-aGNnCpzIDfYKeJpv;pOV=E@)0&?wQX$cRX|-!e|lsd$%+$ zTwMf^jv05Dy39TP)%TfR)g&bπ!2>;J27e&~Plp>%pobaeiFum z#>Zp#MkM!#C*_6Z4*r-&J);5FOfvJ*5Nc#R_6X_*CU7`VrJ^uf@F#?8Wrk1bR21U! zAj1H_$kOS4rz(lm2RuUA{bbGoqeVfCX2r*JFN$B@}uQk!s ze2tZJUa$aIioemy9KK4dX;WuG-_OhD&*$|2!h*P{Fj+S4oLn!k{4gnp_zb+8pK}wI z?-{F^=tIyioolV3aUxfT-k`%>`F3j}bb{d1;-EozVA2(3tWIqBT*Y#3&UFLWVAI{L zba*FR=~xe>vRt3t3`;Q05U9{uixL_dl201l0pIw9zA$n$eVx8A=O#|vlcXFhen-lf zeSP*3o_We^E&)aqjfo3*c{V*-5Fz;YufN$ryMph|;bFuR&G_*bNQrbW$*3Pc;SXC1 z&@W;-PY_QcbCz@8QXFW8NUJ@_@8#-sj9xgI7_d)TMXKdcuqtv~Lu7(U9QpGiG(QC}w{LA}AR`$nO@X>lh}%Pi$`r(^S$6ArW?( zR=+N=1@;3Ot#wa?QVjUgV+;_nC{Sn(6&g#NW=SZ-lxi?R@^Q% zIhQ-ia)o)YcNB$S`ww%;PmIt)wx=_ee)Gw*wppOJd+7mNOxi_|m(m^BLS?rU6+@n| z=Ps|f1~vK{SEHu3n+Bx~M)Z^m%nBvPc9iBXLkRO~()3I+`}Rh(YU=nYOB zoF25v`$6bFzj7vMuj1Uz`IzVyLr$@Ko+I0hh$8Wix2NDX9<&8HGT-;j`_ji3)bvZ4 zHemL-{w$$A7FOnALv|MQ3I{p4$KV}sefL&&<(Ti(_<}U*Dy;|6@=nRa?hK=6uemgp z9hApQA>i(|p!j&B#%%k><$R`>gVSTi$HDdWy3~ruXPEko+Fkuy zA}Wghr^pHjxr8m=31WtZ%(G=TS!hz=aLF&PuU`e>@8c=8uG#6tWI=& z;LbhDjFFGbi7{3_NKd$HP8QCG(FlZB31tk=z_+nQ&XV8HZpQ-01=iNnqbfv+6ab)f zK2a{LT|+j_TgjC}>YV`z7Kewz9#&*o8S>W&$yGTa7Rt9q_EL^-L6vO<5m!vvKgmH? zGAgo~98(jp!4NX3`-IBzA>8rn;Pzo}kKb(QDwl$9`OY1;1_!nL0UWYN$BR7I;$QyB z<@#rEm?^d%R^7!Qg{w5?N;wan1_PVM$2M`hZb5>8i2kQ{_6XCAnU&XFRbgN_l6L&0 z`*Y=WcU73ltjglEBr^yFAb^s$|D@ZysFM@E6^z$&O8+rM_ec0nC-N{eH**O*MF-C$ zc3R$DZ*zwLZus8z{*-qrjP|^Xb*jr&>_a4SDSoLU z9o8h+_oDlxYZ7B}(2%p1Qmn*3?!Ci|PV;AXglrt!LVvZYZr!9|z)b67Qe6*Vu3F+h z+06jjKx$BgYt<)c#K-v>%m!;Jai@Tt6?c(o0A_n!2{1aqpl&y#`v-7Exs$d1Q>)`k z&_kL8YUOr*Ozq{{VX~p&0A$y(Z;9-Bvb}HyHO#f5Qv)1chuR#{%NeV9v9-p=h@-D5 z!#GQ8M1L=66crJ66~hNYf*-A1=kj*kE(>(73>7|tdFpf2wYRhi)Q_Xqk?{GpvHmAt zll1WcsD40luu$Ud$_YNhZp4(HiNcv<+2LODT(uHYzNP@~NvPOx3o@8J*zEgK5rFfh z^K+TOHuvHXqjCz0_KC>;_waD|hxZk?*Xu^ckK&7UYGoSMui#&>&1VmwFRrHu_VrgK zc6GsM#Yb)Tpp3=Z`%V>TU8CPto$Z=}T#m~%h}NPL9qina z#*J#K2qs-DnZ)x{OT~pL=u>1{U-4X5P-lQQY4)=rx8lmtm!n{4EEs zwH&;%TMZ3OJzOmclyXOoL9+lOPAjGaqQQ%kth?UYUadJ>pUK&_uNKTaVD@gB3w=`^ zo_yR%$F!)mIUodQBDa`@+=66*;S@|UlD5LdYT%b7qQ3_l@1v@y?ymUiN z#VpYCpV&g07qYWR$VXxm6~iQEg})gJW@PqotF z)bMq0n)n<#x(%)Y6#{Km^XX)JS?6K`hm$!J@UD)Qaeo#V8Cotra@Ck6*La#JAs zqSrw$fWCZHqoGbr*$1B;Tw1|#TK@KQyo(+gqp^U|2!m!aQ@Sr=e}bPmu}#$oFIu$x z#RdGGGw1$Z_B#ordP+H*21kg&GZw!zQlu$?=Sw}5k>`*n(&-EK1Hvj&eWjU& ztEmW;fqPDD3uqFM3J1NdigOH14ni1E?*tRz1H@C)A1e)^&J-q&f-nvc=0^pzwxd3S z`hA(lZT(NN2`U5MtZ5;DqDv9TtVK_vYwHWMEufwqPID)2;iR>YYD5>LN9~E(OYw7s zxR^MzUCTmfc`(nw)Iz;@xcH@Fm4Lhp#Bc>L%%-w{NL}z0U;^}j6j63*owBxV(D&gv zKuqi$YPTrEpv8#_QbN#F;xn=-6MT~vF}CvTeYecIh9NuhC(&D2*>9rjh!F5W#aW)M zdkYdc2zQ0qD73xrarD3(-S9|X_jugwpW1nB7e&i0G;Y@I_3DhXwC)NOxklZm?uoU` z-!APbV7ZoJlO7~s>RJs)M0{AkT*!V&n6zo>Tv*+*!8x$^=HnFUw}EXJsbB9gx(`eJ zb~=PVv3dHt)^&@rIFM|??f5E(Oy?6#cl&8L>91ChAMPPM^D&!$0{QYvK}+YO*_PjW z4^Es~xUl3~GwR_s_UAn59zM(7 zNiB<4XHX@+SX>h4E4kaHLaLexi}(Im`QV=S@hyjXF) zb>Z#IiN529BwkI%{!x)^up!=Vn5kBj5g5v9@E`|$p`Sj2-1#9Ztp*cR@t(ZhZ|D7U zVtGyPJr1|sr1;}TGRbSNQWc*SFz(4~Q%6r#9$O7Sj^1>Ta*ps^K!+KIxG(K2Oqam; zFm;S(mZrlJ)qbZBRzw z+b>b9WC8L?;Ez=lb!sa3)}%=`Ap=vGB^Uu?wDK>z^;4g$QRX?tdcN*UPILW*l~Nox zWs+n*8P z(srq_BDYZaCG|#}#Ky5F1{iAL+FFlC0>b|EmQfZ`?jx~DRpW_a9@SKA`CZ9gd)frp zX!dqw-q-@C-V70OKpd|3S^O;+_rvSmy?i?2icCDqVw_>-!AJSW zuFN{fE;~xjjROV$38P=RRUMaB=-ypm7vUQ+PF}G|50H9iV2DMn@avC3wd5ZR=chVz zR6BiNrq?-zusit|etJmh-h9M0ZjJJ}u?g863|^#dr3F1vU2GuT^{w}YcbEq=hz3&b3L*4FgFF-GVp@m;f7n@a-$~>h-{l;=;@m|1S zGw%hQ(H;4({Y#>wtu9V{rM6_Ml(AB-7Qh`zNC(z=lYlXAEbuf(Box^LFgXj`|QqLB%6ec|Ll!-P~ z=AOBZiB&!1YqP-$STtkbuiP2+X5<4#`kHMJ^r84JnH5s^V<>h0C4bkJ{D{WBA;_2da7gU+`C9|>Qbn<;XwR9~tB!CYP;QX}vEriQUQ zdfh`LQ@Xybm-^yXH42|!OWHJdu5k;phmnp*_{_9Rr&ny}4EFj`V1t|snA-t9{koMU z(#VFeAIKwvXFf}6J48?VMl%#_~Crna$b8!>xROEz5b%?`KYJuQj@zT<&+CXgR z+T%*snWgN}zr=E>q-=Hb2}W!SN1B+nrs3a0g}33iOKq#XxV~+Mb6e^h*=hloezWr( z4YR9~X!S@`<1|Gya5Y}+<;pURwH}$@?SL6g?%*-9!$(O!?(s;6zeYNxg^0H?m+phBddhj6!b~a@?Vp+Y-QZ2xUp)C75 zy`*(_RO*_Bx=PCw`+kdAx!{6zm=2b2?FOyh=LCqKcE0J?$R#}#on+U*_6wi> z5&>IL*CC%x*A%xW`pW2qw&x3g?2YnVCAyv#uk+p+8l$Lq*BW_ zf?&S5^8W1)jd!c*{4F&OV{86kE554hU|mSx_2rg!uiN%F=pY#R;9^Y9;Y`uW4cETw zbpsysZ`tLK!SZK)@$Hqajk2(DV`1eE%4lj(+Ccx;{J~ zI)@*Jqg#@oU9a(>+ZQXV7Sdh5!0!4aKqYqUyzvCPPpjV_9}w0FQY`ugyBlwzkQF?E z4b_o~78*C>2; zj9Y*(#5@_@?wCfX_51;I@-p24HW`$E`SVY@;p41psxUSR7@NuUPS@TwJ<>^4`%mcY zE3KGsD@P0;pwK%=d%}B;|1cRsOl*5k+b5y3%jWeraSDJ`9~;6SiPrvgta1T%mrr6= z3IRdyB#aB}1bRHRJZ%0D+qqR)aMxo2jol8%M5YvhFycXX+}=s`bD41$*Vyv37sUz= z(a{b0lZQ(BVhlqPYpYyl?M8`)r1$PPuXwrq=88mHvn`A)`1o1O+QpYGg2z&+B9vR` zM!`6^JB^*c6MAl76fqhcY@p0;6^{+4WcT-0Owb2N75gB*hz8igs>jp=BZO7m$pjOF zsb0(RR|QY1mrq?OX`B^kR!syMQ1eD#NF77F^4nggc#Z_^$D6d3~&FuzCPKK3XuBcX_43@Xpumlv`h0?e4yQ@-ZtkW zCB{h24FE13bry1`7};{&3Q5vR_GMcb=H_All|ukoJ0!2nw^(=Z+#Lwjwpy{5WDn2L zq)u)@L>ALj7H%&-&~gCo;dha^5U4< z5q>Yqc-x_4m=`M34R{@p)3E6`9sSV{E?wP_x)PWIq@3cRTy%(GzJA1JFX`IUpa{!i zkYfIZbpR|Nzvn#c&RY?ICt~E-B8o{FW8YlWG1&l%@c>v#SVw9NjYRm=`F921r6|EK}ihq zj((Q=(0@C~wJn~DY=DiYTJ6N(fEJf#P?N5Ciag80;vcYZp2BSRgapO?txx~3`w-dO zOC1w+i!VsFOjlEJAsJzmtd|HjyHqM6Q5wF$`{PaDn-`*Ky%%Mffn|J)gR4TCrU2TP zI3N$)KA60Ne^npFW|Xn^B-#4X_YVH=H^nIFc;ApM^gn>!6iLv8!(vD;7y$Ym4jn_| z##7UGVjzQM&+Y;5NL{Ph*ZUkM%Do1>>1W*^XhNrxYL;{Fo)!U3VJdtVa)1IXBRr9O zZC>esa>4+`{D{ZoG5z5WiDbpBn2phlt05Twbn$4*@BKaNENQ@^2%|DkTshOgLHhQ9aEyl(m{t;-fV zDGf%1^cyZCm4EN$EuBA~{?b)lQ*eJPh(QADnngp?oq`vS{||dJ)>ftE(v*hj&K5;Q z==V1gsN|2{FHSRd!heug}6428VomT9mdCg^HlhqF1 znt!U)bf;F@QNiIqp)G_QLqW<+x(0fzX91qAo4L4DCAOBY1g+nz;u+gA%&Q%F&Vun} z(g{3Ai53|E?WfGc99}2~frgtzxB7RqD;OcOo{3Z_kaD^{ylnZFmS|m(rRLm^uz%H~ zMUqkJe$}gjznSACEv4%%a)9&A)NgzsNAP;6RL9U+a&48VU){hy22K^5h;Z+f;qTP2 z3?EX+5YK&-M2o-abq1u^bD~8iA>6C-F>BQ_tji?Az1_-;^bfuj7=xG92z-pRJ+|`A z7<7kFJ5fk@G%t-W<-8FE;RaL0tP(C_Y2b$MKDf;>fi7@~BxjJ1t13ySSw)@Q0D{c{ zs&L?BRTZWIS-kZI2n|T0T~JAwk-;Y-7+=t}`oQs|=aXv%?#=;}bmN=NGV0wl5w3XU zh-AG&rja?sZiI=Nyml21NhB*4CF|*L ze0FIq_|pZbgUhKTxV}q4V0iUh@Fh^gxI)T&uVNaERxT)UE%s-=;)?7~Sx<~iV%c<> z&zEX^WI%ORW*T&ue|FlmDS+Y9z;fUMEXfPaGN-!_9^gX4C?Ky<wbYmL{2^tCt1dR^CbNZiJ#4!PzDGIK-q zeQPG~EN9YeuJkqd_Ny3qbr41YLkx|@#ClIh`+HeE&RUY0n@vYLt%zvp{i-XBwm|iL z?PQv;bCFkbWLL<@gOzEhYLY1M3H6nAZiI(mM_wS!(y?ENOUUanx_?A}hdvm7R#oxAc;X7=v{JKCG>V8G7o^Y*7v-&ib9{hNG zo78l{;-sJI+wUZ>)#Iyb-J&&9qP_Uj^c}>Kp3iFQKms37i|Vh{+BEeW>7$2(3y}w7 zJu`#M1xHvjy^)%sBbX;s!lao_hw1ibA>rk*HwYwGt`3St_8obG-w8xpGQqj zNM$mNfBG-E64N&RUW0Y(thffB`ySNKxuEh0c(n=+28Pr!^~-NN zQ2l6TSvbA_h7|b8K@5F;9KRFk3`+dW@=Hy2CK4TO0hx4>pBWq-@dJo|+)_DHa&6IR z7*wqLsp;|sLMbF(HZX+9xYBuiO12}Y5c$wS`F&8C5mbdl%}^R93$zkc< zvL!92msR>9U3zh!2Wae&y7uoRy*beD6@r7-z4&h6yZD}<((?6)0uzFWs5J*F)kIM2$gYMolMATYt z?D>^F-^H#mg*zMfOEDqnXeVnxB(1`}zJq<_C&VwyCMgC(h5_xrQJ6w8dElk-3Vt2aJGs#_NB&>{|g zKpzNjXG(7Y@zHjNnE0B7&nIzt6!H7C8%)~R%7{yAoWtENzht&hr>T!uXnZvyu&YNw z+hGDRk(ODF@a>9BT*jH#slG>j_nujlbpZqugb4HOEHKKXlKgj4N(yvq$^KfvYh98KZqkLM2-+B9 z)j^6UfLTqky>eRj;Qmn&)XtEZz_lyqd)Ke%bf&e3TsyEPDiuIZFONoi@pIW1+4{^N03@caLx8=uGx;z< zx#J}yZM8S0MzJxgBC*EVB+?{p{Hg6*izK!+;Y2O@$cLKOUygU!amh6GJYd(=|FRf| zB3jbR&sDOtnFTBxY!j})?KGIHh^tHm`{a_*$?SaHnvobCXZa6$K_KF0InZhdzO6i8 zkcE7c)PF!(z$542;;Eu@HP%D?d4wtpmk85G{!-ZqTMD|i`Q{vS5;JnRU4Ar?pjzxQ zd!gymxf=H`nN86(7B2jzk2=MS<+t1C?4C1K?@)@Sd`f0lxwv_D_dScRIv3ul7iQuT zUfPA7fA7IU{vSee#gZyByt{8Wmmn=$GqtM-aeVkc@peNf1=^1;Aj8`GQG1!7B_uo_`J0778-gN4Y4^9yVmE4vF}b#LiDd`?<{iz~0VK&ZY;6kIR-N2!gYNKYUKFoqj2apg!vCbAQeFX49bK9J!58` zhqs`VK~%Yl4SjifFRUn2rhH-fJtaeztcuzpfaELnzMKs~8mK9>r(msF`u#}_=UOr> zWvmzqXh+2)`eQW$u^b^`Fv$i|>;)9Dfg=TvLAXAIlkB4X0nQ9H0SV;%O9J1iPz1Y* zO<{?pr#T2O<(9uD=6lK0HyLto(Tq#j&?zgxB4~2~>*R)02%I(Rdp#hWdX{0+;snJi zu6MeOM4K!O3z05JR0`HutK3n>qOuO6qrd!2A-1`UM4H^~fN+e(vhHf30%u1)>@!u$ zw13`1radf0`5(Z;9u}(#9~E_?wMExBLtLd0SFAnECls4_-cSPL=!WaYWIa^2AFPap zZ|j5SF+k8I`OW#=h;4m-3bctOh8kuD^wfVbBOs{oUmyY*#2FgVXe8L}B{&S=t}qt7vpFZ-%>??>&Nwzl7) zOc8nIMiL-mbR6mX9~FHn`pdi{@%7pJzyVuUWBc|cN?G9D_I>)F)coz;^w5u`PBrr#nlIYl!CUX6>p#7$7_AAqW01ywgc>7-{Om=$oi;*OG)1WSi=zwTf zd)Rg1o|3uIA#cl>52QafZSt-dc=azZ9-NpVDV-%2(XoYGo@Qk>^#p)VAke4lB2#lP z3yFWpU$A8Ah68iduLBoOS2l~wbPuI2)^U#ewz!O!buEFJ+8bGpufP|tEVCwp4`V%* z{oduKZeMX{&bVnQx|z})ucEHwHZalUl`~lEGwISau<%UP-P@(4%N=LCL3n4c+ChvN zI^EsZ>=>F-5#jbW#%$1Zk_jBsh=g5)pWD~Ufjc(vI`#`1QqZ;VcC{~MCPnc(j|uoO zX7J~}6LZ{UyZd4|nIUfe5yMv{(%YzN6Md0X0D#k___-cY5{rXF1NtN zo+~hGuC`pl>GX&owqm*sl#o& zK-sGJbFH8FYnx%&ydKl?A)>~eSjFvtfplzuLbg3{VWL2U1@1UD@Wfeeh%neG+4XPS zZ}!qp-OYetP+qB$vl&!;tcMg7>duP|-eQ(E;_^=%G6;5JP6*6)g3p&03Bs2d0?bxb z+S9&Y)=MSY>>Ud$7-{f9r^gy9Q0~FU-&iK~fBqia)foc+6$?$yXdX8mH<@>CT} zc1z!c0%SpV7oGr+a2F3Mn{JLVq@c{!py=>Ee3$Pad_2fY9hwq=@Sg-fbmQ_DH4Z=u zyY_Z>0aCnG7q@FQl@5X3p0kw=adSR~g=IReF@{%^i*WXGlWxJ?DF^U4d#pw?uBYD% zdzbdYk-pMSp6$YhmkyP|Ws+4+C#!rc8c!Z4o@~o5Z_6f>=P(0Uqc0q7A{}iW4Rt9# zIDr3Kc<1?okcC3*Lx>|$E?G3U$WEU@JQ)#nIV0+PPVhueM~tC>u&vaw_j7Jywi`nD zAC@Buf#E}4zU9m49ZY|L0@9>g2?KpL5f)U#iz_ohRpQE!jsWk9ANGP^EF4Y z$)~-y(IYAFf#UIqi!hY~V_%c_zz&+Mmj0+Cp}-zizkJHQBs0CMuv&BJbWAvcS}S{+ zYP-=BI4Qf5x-H7qn>bP@yFCv6d&i0}zgI<++1_L5+V5tn$>3V4lwuj{y`-CgGihX@ zax@&R2R2kn7sM;n=wM$9-PGvo=rL`&qPreo^)IVys{;(4$hti6Tp>#Oh2%is9c;5i zgmBSO{n1E5m#dw?SP&QZ;7bO-j7^|e&ts)2S~`H{IU4_9JIt)ag?Xz81xrv9IPQKi zu{OVxvtNW>oT}2;erxYB%s?3JGVb|0U7GeZJ@{(sT5H-9y{9w?+6|kifwt+S#3HsR z%Z=flfPZFM&XVHqo}jrXAp186od-m1Vi6emU1$(f?*L*OD0MQCz?FNU@ID{H0b?5f z4W=q!;shfjQrbT!^N2`O(KRIp9s;N9d;y@sV@&1fAe!+k?N3TCF5Z#2DOQ5?%Tj3c z6S}@-8`zd>c5+IT5{kGZ0e^~-lhY`Ta9keD)AZ3BnW!Y1#tl}L((I8?nVWD?rL3roOSnC7G%EwLLP}rJ} z2G()Vvd_P^5k+pw0>#synD)^Cgeevx#}{9*e@0g`ZlSFg+lco&@#FDaVlp7kgNRR8 zk#1^|;->!h4J>`-OY+!1-If(mh0L30eg*5^m2vcGkVLI?wES^a6$+b?Wnczv0)#|qHj-F-AhSVfO_o8E zEMyPn4;A<~oiR)AUBI!t??W}6zG(^780J`(%_ zS=o2%UTj(H2V~v(l>yG(DTXLm9%lt_|5eX=EnB!=0ZYcud<>KkbJrJKVvuqbA3z}^D(tN^T9r|ivitJ$WH zu|87Amh{J1t$51NLqO;~k+Bp-7`~WJUkWZh{=3v8&euC0=A2yDURHHx)fTCRp?qjo zk$z4kvG(;+2$*d2wzOwf9Tgz>f|$DLz&;`uVY#)SFRP-R!o!>bkzbNKuk1dC{!ngE zwZ&}7&dXULN@vyrcpTM?eN>;;5TNh6tc=E5M0Fm(gPqS zvb=^Su0MJ;-xo;AZR1MqDS?9NSd!hh_eMMp-U&i2?IpTz{~m$00MB1_{msKK!cHxn zN&NJvL39XGA*McLFOLzlNkapp>U)@~`P3ZtT}W1a&#Y=-f8ZXzSQmvT+dT{r6EP-9 zZQ9VmUc=3+QswK!WUn}(Q3QE1yZ=b{tC$(J<&Y@8pq_qHj$>v0ePme!8*KLHTUSVV zfiW$p^1(%zI-PSE2QW=|eb-G}wnWH>g^s;6hLyN2P|5yE3$PwD-aAF?B!S;FF>mU(b7L}2d20}rdZVE zo&aj%4uiexNEvr)P;Ooi_LX6!kcfw{BGU|;DCs0%lp*aC`XY3Y8q_BezEH4N^W}P^ zp?hv+5xTx2A-Q0I`DD%W$HtNn2%KT6>&RyIJow3>B1b)*9~7Yso>aAYyD=-heym@8 zdbRFYG!-H=ob3u9Rj-VQn>#Df=dtjvRvUREXC-Pnk|vJvTe%LphN*PPEE)8ng?A4c zU>{5lgFkCq0_aX10aONg2Y7ce6)zO-OMg**dVA5(Rb%SV)cFlh#W7Q-QVMV2gp(rNmkx=fP-ysrqGI2)Nc#lx{4EkYfhJd1iR5 z;qrw^vz|P#V5r^hKXrZmFXXH2Usu<^Z3N z1-1PlF!eDuNRBL&%6`q9{0n>-&T^~<7+$$(I`Av-2{|9!up1&x<`Cx7HV(10>jC%3}DWR5g!~CU6|1rTQo27#tE*JENl%P&9 zgd_Z=z>y=KeORwKZe=#D{{T*XrXs)_f$X~ob6C!mVYQ?-b_i-BRR|QJ(Dw9Q) zVOzs-1S4)c0DCjsqfJWP*gQ&82TS!w3x2A^VlGr^CkKw;+Ew=`r|V3ytNNyMRD5&X4%w?u?}Od7ya8MjyTKM^)-|s!bqG9E zZm=JC$RU>nC}(8)oP3D7$N29a_S|DNJzB7{o!_gW()tfzbkjW`oS2+dZ%JgCO*Z9QsmL?EsmlUgrSp zu7C+wp*}1DM0f1jtVuvse)=ZIl{_lR2b>-T^)-{b2QqnW+H@1cxq0??I%G+~xWpge z!Y`;s^s5+-6FqA>2I!T=YkRh8>H-f3&|E9j!GS+{MC2(b+g_Is?h)g*VThE5Rq6`z z8q`ot&3j-Gqukn|abPF+36acWSQV_wx8hkue%;j<$2kG+HHS>XMnPAnLDjq{Y`nlR z_N_u>xt#&d5!sB|XA#4=E>)45*VK{^5sQSFx9895zqYvAvQX1OFK<@@-_hii`?jx3 zOHVUWG-AN#>(X%16;?DH6o-EXex52Vk5*pnqp10dgD=^Km7ROjv!bE>0`PMCx@*Aj zn`F}Bq2Y43x0d8YefDxK2OM+VRGe}tbUzYD0)CZ$H$>DQ<`hyf<5Zy)CT~zCV zxT)oxn_%0oa*Ht5au59pr^&6aPfjcX^`Uspl=5$nlxTimO=R@fo|JjDU zys1cttWH;PJ~+S{fe1$<=_Yj+5DKneF`A!J5~SkN@v-}aya7$2@)s}_QIv>1azT&@ijD#*Y2>5wCA)TUR(R;dAbPj`Y_#iOT?uA zbzUFle7x-SBUxo)Q0cp>xc!jSwq_x4uU%oA0?YE;B>~F<)pGloFEL=V|GplS#K@@M zG4XQ$9$1;ZTR`*tm))brGAPi&AO>(@0C2@+o1|D4==KqT5AA%jOp3{-fQR(wR?lCL z74!O{$?;C6#FEwC`z1mZcrM3r zF$nd+5w^rY7ge2vDNIEefl^)Ro<&6ea!O_)b><1GQT=E^~IfbC_y= zUmOUn=JPw}j)FU_)Ui}~TTZaWZS&!J3z1mV!tTsqZ__^ z3EJGj>V)3nX)^3HB>yjf2HeKL#|di1mB;HS>H|Xnd|)< z;vQS2yN8ley=^oI0 zEZ3MQ!*s15aRRKqv2U14_LHTEu^(T4+`c=NG0_oiVq11NBI6-{Mo~neKJqfkks;LJ4>icCw`Sy0*(gl{4(<1a12%WyaF4=6p*SnmusoyqJ{bOO7mh*=gi9ypT z=Ci<`8imPu-2LNsfON%cB4iktJ_VUxEcHuRzNz5xrgc)sNTZ;)ZVD1qPJo5OKK+X` z7;Y^|({T&36UeNT%2B&pXy?ANNgDgy*2>L9Pno-IyvXiLDD3;Z=EMJJ_W~_9w!@IyeaG;VOc$l^q&UFtDxOBp^0ec-b zd`JXnsYgFX1NX?dif{@Ht#Rrb&ZE8ExKVTD?0B1eB)+VC)k9YIM78IaOs zL+(>&rm5i)Wr4=TF9T042p&RxS8v}~Z$>NgkNfQ4B*vPZvhPWx6>kOWehP-Ezrj&6 zyMz6-9oQOD%cZnQ+dr%IKvqScsjs!}r3QJ7vzHEaw{wvfTN=kc>@cG^3?;3zJw~fx zFJfg}5%PhMJ=@hWwdcXsME3!%*!~8X^#QPp;0+9jtvnY6d6BESrpqz!rMeyFxTy~M zrc;XFd9?<&g0pC0IW&0&WKM@iC3L*Z4mO!O8Ol8_7x=#ivNUVR9Or$IIa|z#i(LIi ztn3LGs>dsIG<8x-v8oC-eM&*`kzb&c!((-1tS{v*hfef#=~e8q!2G=MM(A=03|*s+Po-!AYm3Iq(HciPa)eglWo?Mt~-y>~ULpcxCqO@2*9 zX#l6`Kv?4C(_jXE#RAS46#+AFK4*6|#w^-%2sx$bcb*Pk<+_8&Dn^Mv?1jB2$P=Qm?V;yig zsQ3|k%H^w=z_SoTlgi)Z_kueGzB+(lUI+yy$)yc$ATFxpQDpB~$0}`y5%kjxJZ86$ zvPbjB9ti7ONSG_svrW`3*tOUd(-6XnmLeT{=#exzhKUv~;2W)7S9t z;3hl*e{$a@a3v!%H9X{=v|G)Tz$GojWvd#H;z8q4-=ki}DIn#IEW3n{hdT+r4qW21 zLThgz5{wphlB}!!3S5EU!wq$O>t;NtJ$W4L@R0JFu6{Tb%CNtW%>lY{xC+xMvR;M)+d1XzXh z6YuYBs$}G?spCZ^RF70991?$MF|Kq>T{UoB|9v+^nBq6x^|OmxtqucsVYQ)i?l5Nw zdhms{G1Z?;&8e-g2)nb?0Yn$i&C8kA=HFD1vR0qNmgY9Vb*+--im5KnM{dJqrVrSM z`b|srOS^@8N8AUd42gAi1@C$Xng9Y*)>huJr*+(FW-#wUyu=1a#3ux}Z3V;xm@UyI zpb9-*X|P+mnb39rpZbVtPK$TouuwAqqs1)dz5{nJ^kO;;w~N%-p&vF%ILAf@01`Y-hT-L9H!^lbL(oa%+-KMSU*hUGVxIcj~n)vg@xDs4@~PR5tQd?ivr zf(Y!^K3qYcZjCEv0Bd{N_mmQM$^6c~HlW7!H)ILW8u1&?2=^Y7!o@(Fvji!Kz?sM_9OX*iP=+ zQWkpvR?1zM7S#2Gh0lG~zmoIpfk~Zl0IMZZV!1!;OM3>VM?{Lt3`4<5*&qg=Gd+Ji2AeNaczK z`B_^K;eMVH2dYRYgUAlITTQz(mDF*m9@}H11F#ERHE)upGt#Dcq8z)jKXjkr>Nt^1 z@NI2r;F2q?;V8Cybl{6+p~SyX4%5c0RxXJ2ONxI(T_uf0ap5}I2PX`r}O?9Y*)4E!Nzs#CD;C(xoq4A=qEw7}@DnVuDG zhEHixhqv%g_A!Q|$?b;XsK)?GH4&kx0V-SotQ#!8H>HMCs&_JYVynH(cc#~*hARgf z7-(ZHqG?J9k%z39v@lqfB!4QC$E~6GVEENQYW1?NffMZHqdli zU|+JXBe~K*(nG;-!fwn_c>>&m;TIFAb#>iE#O?gXC za9zkpPxD*d=_^&5PHAcL4rlJn1(t4Oclif2g3ehI%Iw>w`4gr&-eT;itXQl1D|hpm z+Nm1(@SpNQRpY>eJQ`}}ds{;TgJorrKK)0XP%5LYUzP<<;i}HeV;uNyEo2Q z@8Mrm7cQJJ9EUL9tmpoin6dR#i)`ni(g8|>&SlbGqX2PJJaJdG#I2ihUjzRyL^x%QBpKmbAPa?rloqXJV!hh2N)>ZbwGJ=*AyW~yd=`@%}P%&yT_ z8Yb3FmPnof9W31*rHyWgEHZpP@1bnquphV9IC`(K8U1DK+*y}Ive2#w0(FQG;9*d_ zt{qr|Nw+_qlhNZb`aCdr3eOE%G$lpWJkhIw9jC}Z3-C=akyHi4SN{uf>R_b93QxKe zM}Leym!}shl0vqV-*|&uVZ~!lN)jDjx;zjqa6Bk2ATL*PAlJhHJ|fNTP)gqzV2njQU#y0q_Wc8v{}@OE^YAy`yAZfd$=yeZ zz>KHBMt4gWDCgK0?BR$52?O@-m3qhlWn9Y-Qr`=q2E0m|sE4qa% z7!PHm1F7Zy6FdqsGeRmM!I3qHe*|Z#2{3qqlOe%83{UW3(l21~0?)30*zsbhyTp-H z)}e?P!#83m&#n_ZyLdry<2=ODON5aJjDipZ8Sm^=XvR3SA9|-(ees>gv{?8!TWt^i z2KlutOLd_5EueS+mWl|XyZP_1geA_oo_K^D^bCtouqV)1rj|sRZ%}qTka6bzK=Bs1 zj|#Tl*I9FE8a%6NVmo`}=Sr#)hgo?@0c$X&b1RTYxB)W3C_t%_MC9du14~ZnMCPUL zk^uB}Pfu7i2$aKJ1myx)9Z}&KHYfy%7P`88fAWAsje z^m?KoWF{>Svfzpeww-(nk5u-d?H!JEhB+WOxl37JX(GZw>z$;-V1bHESQ_0sJPg&W z%lo1wkOgkVknHL5O@x$yQMfAT76HqgyyizWcQBcu@b_YND{9?IFm@~jfeIWI{Y7)= z%n`xqumV5#{w#6eFKL#5li^RnDILvj$ej~B;Y38kX{}u7Bi7e~j6TPOgyFf@S)ysW z1-0OUEYj(Ip~Ly5#}k~$A;Pkh1qOlEDCy~%k&_}vpbWcrTK*qb?;g)| z|NoC)9d(?_RVqWJ=-`-SbG%CB>VV3X^C46VIm~jH*;KAlVUlt_REo+eNsc3tk=ZKQ z9A?AVFeZj!4&Uc%biF^n-|f~PujljmI6Yt1>-Bs+9{0!Np#vgAq!h0c06Ow}cwR?N zo7f)(T5Fkr+#%GpLzooS5@m?M*C1S{7OjtYAt=2EvUof{M58!s;1sCAm?spq8L%%h z<+fHV4Xu$8hTFKUq^04s0YA_k2I^sf{$h}kPm+EDl!~6`6G+&n3$*J*mD?Z<0|hVR zf&G*1dY<%MBX-Dvo?rLCQ)(4C!XXCVwtu0!KxruB)BKm+U*r6rnhXA(PmUga4!&9G z;d-S?RaK>lCawVU=#a{ci5vx==+}xE)sDM4%owQ^LcQQB>$m!Z8@7Q%y~HcVi{H9* z3;j|hY2~!hY?Mrt8vheuoK;-}Nzn_zQWXmHPF$D`6y}VR{DGX=ip5X%7dSBjFs|kv z93KgK&N7NtlT1vfE~2k0BfL`d$1W?xAgA>0UKi8c8d*k=wcd-O*`vBt`DwH&WwScS zU34%`0fN0GoH+B&4iv=d%`Jc7WDVgDI>-(34eW(Qa26z{KCCo_a%}DcKopcMv>^ib zF4QfG6`|#L#92f?z^V9uIgxsdej(V7>^OPBs{C~dqi&K!@jc_U0=Y%SbH~#aLhF0N zcshtg@g0x()tX4oo{0#UA&~<<{3H(X3(-o<#bYnX4?4wJilW#`v-XiI7vnvJdAVdz zDoNs4r}K0h7LT?R-iEAR8}R)H#e0l22FS}WhLRI=A`L%-o<&$KtyI}bsxU!O8X?l* z37ofkDbDpE7=8f_9kCN>Cnpe4y9UX1plnmY8c9$`i1e?zW_Xk@44ZHS{`o{&#{^;$ zw32|xgsaC9AD6b{djFMk#^8(>5>*t{cMX>9l~c35I+xL8cQ@P1!I%49qiSJCPxtM) zi~N$vQ|CRCtK_gfe2MXnY zN27;4fQG#;T40+U1rV=ATGaQi04?7e^2&ecr#7zuqj8UoHSpDxtgeMW|2e;~^Nb9H zf@;wNsh`n~ zPy#PuHilyF)B-eGkVKy#IKB}=MZqk9j^(ER!bx|L-l!|oGvNQnK! z04T3U&oWrBSF{)uS>w|pR(#KjzApv{s(1*XR9gPkbO>jIPivBPS}rabju#bsbZ;fbNYu)tsP9>)mO&)=T zF;S

    (#^JKIo5DzH4*Av?A0d6A;ot9FJ78PkY-qY?f>1biw@D5 z>0;_=e@afj-6%vaYNVM{z}w)Rjyn8N$W^y>{;Jw3nQx|Yi z*3CiTsJ$z#>J2JdV)ksEZjcLlxWiP{!rjwh-wERPnrC(&S|}vT1j$HaSzg^U`*)t- z%;GXsomEG4^+dM>W;rk%A+==F2DY1hnk?fz)TBg$5b7(<>wPMbSOZc$!uA3r*o?%h zqo!?v`%!;V=YEJ=?1HjtTkTF?$zG18$6Q){2dN~Wv6eo%#qC=M1?bHL8K9);)looADQuci;*<);D47U`OK@!F~6@_fcmSsqoQN~QN zuTx(23|Eo)5zXTQsav!Ave^zCtvzJ=g`sc^;Vx8sN?869)3tt-I1 zLfJR=m@g9it^a`VdP(`3(bU`Vy{g87$b=8`sIE*Z&bcEwu}Z&l!6>Wqe+c3)VC4Sr}gsWE-$e zT_GN%b(tqg<*G25!^|9ca?$9)2h6-R@3gT=z&X?y$^(1+q33aS_dcXZPuo2=9llYZkVm$4QT$ex=KA$(%gx zfYox|d2aULz&XZAYQwTGsB}RLn1S{ta!0_1O;%y4=)kR+Ut@~cpqPc_`O;Ep%76tO zD&WE2oRw=@h#3KdSn-Bgr-gcF*e5+cORlKn@>vXgq8#fknf@hiO8*^2WugY z$N~+@z^%>fopz8g^HeF(QJH6>Yi#N3)ZsvGusB;+N3nwyq*GttJFcz997Z1l`(Zo0 zeCCd#s9DSjP$i|lmqCRZG*AB9a7A4Vxa1g>njtAVOe*TIg}dxsV22M|F*5aNvC5ev z=wfuqb!wXM9Q;To5nbGob%VMz_Ov1G{XhnUHj#<`QiB7Vuu3ay%0KFG-f^yhor?Be zDEBPXnySY!=dUwVuXD}&M-QUEpkMqC&vH33?cYw3(#KUQHiR(OVTz$l|6|mgi_ZG5 zPb5BY)D9wdd9EmcD#s|%#&E1N^a`cbOkC}MMJ-NL`pi+#EW7qw0Ti$&@{Ro|Mp@hZ zO!;LBx;K?5J#*SYHWsfX%q+IZk@nx`4nbmMsx-6mEGRnOj@$uiVt~`p4?_Qqz69K< zaeKfR%0vkK-6{!ZDH&0m-YMh!zoT^c-z{6hy>b)BC_Jdr3Ir`45N4d0Lj6k<)VTs1 zbhDMR$bT`)*)?jy>(n#>k-SCvc(Hq&LcmND>IDbtXnuKAw+qz@>O&p{rECio{6LNd zWux)#stu(v1f+lHnKH}nFD+E`*K4Sg_tuLC0l|+X5Pd-DdghVO&g@1sYu26;BcJ8; z%Yahr@CDkA9{SO7?G~+90ayJ_&p%^l+{4HGFuFl;+Lei=gScpm)^wBY#be~mb=p9h z>!pP0i$AbpjAJ3kv&|+}9Q<_Q+NU-z&!Y>hU!kfHH5cT6+s_~!U0CYgzST(kca$&X z6hRJdq(R^x#-orD%PaTcua>v1T=kIupfXwltc}(R<)KMYrkVI zMP8akhQ}rKWOvzTm`wMX!iY58Q8CFYw6;>(Ewvo(jgtfoKS{OB>_i7bMT04xNK230 zw$a=%T$sn3pyHGgq~Y~YdpG}$Du$pTCkvq;w!;!nL=W(bz*%1VEBi=KM^oRaQUqF?md+;B7U+`6fO8a zR=W;HgL;?CWZ$*%!PfJ!*l>NXJ@1+5E2>7;Gh-a9s3}+?%_g5>rMx)5RCI8Q(Co9q zpTL7HMz+7Bg6;V~!h07tM^OP*4O)3Qy!Viv(KiEBvW`~iSpva$+}`vw{ow|&JknX!=g!m)uTG{}hCIv)E+EVK0aIl#Dz(YiIfHKP*_(3gFQv^@ z1GkyUYghI?)6(2}wJ2uUjQEUdqlFOj3867UwjI%wLew@QKK#}sk}W_qd2CwxYzYD&^x9Q55^f=FlSC&)y(MS24Z5D&2dUj28sJ2ueC>_o_ zA{I6bT0b}8ibe~Q`Q(Wkyk^;+U9D}n0}TfUX4or(0mgfKcHN`k@*55+@%-9trV5VR znC+5q+ssuScx%$tm*R!WNq^p~&w1K#P^uIjF>5y`F5A6pR!?1&OVOH3TBvk2SvI|# zm}NFMZS%%|{Y^V*#k_x6SD0h1$Gnc3VCrTR(+4EymUPaf@3?jFb7?ng?d$k;%-@t-J26ZEnrZ4 z+{;s&bbbddX;S%6OO-VH+y*nIcbKxh4r#^ek5vIP@XxLCZ`yk?Gd<^QvEcOD|H)y3 zcb`K2DFpRsx{K7#wxwHEstB!DC;Z45LU_?)0uVH0bz`4S6e`7M-k&DCXNuFW02{Tc zYI{o^+ktz#l`*UxgJA1Wk4d8UP-^@|u?S8=e4?i)nKEEKNM>eLpZoB1EhbsVCUxOQ zJ<5|Sd$6Rdlrm78`y|bu`+5fs_B*QT*wj3l`Ml6&{1Co8=t2TbPwYDT2E#r9>QymI zfjEii7QRq(XFZlBg!tx+7Eu@87D=1iy)IoFLmXtVwbW1uxkJ3O<; zD}FWf{n*pEX9G2)z@85XxCk;Ai)6m^IzdFuk;Y!d74*Be|9UA)nbZbH89QEzYtvKo z(?2$ZPbXH({*#Ct$LlD(c3nTj&Lqyi^+kFH-!%BLi45U(*mJWlvojm~?H$4GSFGiS2XRwXL$)>DhmkmG zb@Jw_8N=}`b#1Dbw{gd)jmZxRJb)rC-XB1J8*=5Vw#pm0MqQTat)2@=oZ)JT#psDh zgVZGruZ)EL`j4dUnY;X0RipSc)GTK3+_#(P5?-lPoZ<@sms83d#43u}EHfU8@!Q>l!u8wfBd2%(N?msY?v z^t$oiKEQ>N&5qXhX^QpUAfo;vqYL5+1`0?|#L2L;R}wp{#2oZGn3;IwtNLCbkr{cC z{KW&_N-l3K#7NZjP7_ycCe0W~y;5NuY;;Z8r7hf(sea%Hr$caklS!OSUUFNPP;)_) zqb@tTHVia!RfU$?ny}0N;(YtUQTzA$%a`gynjlN}iu zt2S*{$C^_OHEu)l^ftdne)c)nd-|TT*X9`PtI|fD(tv2OK_43Bg~xS_FVF<;%%_Qd zE%)3hAKgcv=WFq)xLbb^ZkWN;GS}kijnA+`&{~-O4y=VC`WRI;#-0qL#mB zX$ybWJdELb1>qdJDnp}$*@EScl^ND{YgsP>I~Tn};%hneL5xUV<5(XvKn>{t7Tr9s z=&r@P*B-A<5FiH%kR=lv4i-#@&y-US|3pv3?0d*lK5rdr7)tmbM z6>HzMJaNkdbc;r+M{Nk>837Df` z&=)kwS>2iki(0lT&DB}WZqHbbR+L*>;p#ksKHl_UH_{Hk1bn+8-+*B9%&Xu_XFts_ z!v)OPc+pdb)>c_rz3VMEQL2ELjRP(#LS7RZ$cSGnkjaSp6@2VhW`{o~BZqs~Vb9bJ zBgcB{eQz)IGfQc|`WROe`#4b%>6=?&*RPaaRsQa`LZBUnNAiIHx!~Kg(c5&~A7?tT zYiri*LVM15ZG39dDO};l!@+}oC*iJKJ=vBoH&?3@UUH*o8IlDO<8RdCwwki{`1k&H z|HG0sQabPc*H-Ia;M#OgMD5a4f3!2zFooY-)MLfRvJ7V`57Yn zw-foOTRm7|ks?2E6@-5*cXF@XT--XlzLp_2XyZ)iO%XZAZ^UjNQ$-Xj^Gvk|*Jq<( z@NyHc_R%fzi;?_&Mu>sDN>}z~2SGp#0kU zA-QT|*IK??QUX1af4{M2wuPSINsCK%_2sU1Z8mWC<)5ft4zO=+MpNco2&MD@`;P|O{@>;fvt%IafaZpp|JuI!Im8q`QVWwf1r1E?`2 zFJviw)OY_e%-Z7*`aNrq5fDYIIt)z_Pr0$hy$#kx8D37Vq!O^Mqg!}-7;2whD&T+T zhk`l5k!Ag*6TRbsq-nT#p~>s!_OLMw?l!z2&agEC59?}78x8l>&mN{k1(mZKHCN)y z`Ed+wSqEQ|J+C%E#P2wH{>NunsKhyBL#H%(?2_Ph%+ZM_r!vI(O&ScT4uAcI% zjd1$S__6tk#Tx&$8)-lL`HNGu(#Jx>J)jp+(Eeg6xAOkS@C^z{y)IRTVu~gx=>(N( zT5?du&j!*{joN>4P!|7^uxJI{{(>yHuazvQ86l$Q1|REz1$|0uRuviv{uW+1s7+T| zpOs&GIq*c@J4(N$OSzr?OY^v9mVskvt?RrYZbY?68Kr4beH3xuu;%4!*SV>wlvZK* zdHEexlxGGbZ+`3}d4yZrcq(N3T8018OmWi19MAI)Z2uMot8=pCw+@S7cSbRuyzfOB zpA!&4f$|+SZ*puTs{6ic=4#0$?S-y?3@3?c!qJ)_%K74!^aX(m3^|82$yZEpKXMHPPV3rMsBbZVArQ zE^?91WZGnA(!y{gO88IT;-r0lFbLYKfs`>#9^sbV%A3-VrKIaNB{#&~^?LOeLZ>rt z+?ad)cKzgfb>sklh3RCM5;oWFQ`%kLI_Um+=$A}+;>XL|tN+;aL+j+?-A20^4d&a~ zsO3!F;?wH;sKo)STsQVTY^~$a2$s##z5)*OpdGB64X-(ZXq2P5(MF`|gM<7Y4X6*& z#qeI|#ZW_&y1m?VsmM>F+(ebBGUnVi(u=umY8VoiM`=YB5!tpq~Jao)KGe^9=TmGUl3HjWORnqTyg&O}w20*>f(rC}=Q( zILD5B|8{0JKI@`d3zkYMalPgQZS4F8PgfbrwTP$*0*j-6rzT!7LG%V6 zJ;8Ncns~F7Vii>r|Fl#dk2%P6x+Hm`cQ!RbKk7?}qkD9NsI5t(w@$U?B5O}X(if3x z_T_yffi!%nqm5dg1Jj3vlM_LGddjGKxfV9wWa(QSD8 zcG|3d#TkbcactM1n%Z;5x636~_v6#CJk%Dq%u1l8<8vs?K73#JnNg%*sh`*OL9U%M zrq;huowORo_}-DM)`{MOsvA;-&(#h&l6>46@D6mu1Ai~qCfpDuGXt4p;^KpJh1K+;^~<+lcgmX+K>EzW25y>ZWR$+IdO5O9Jp(Kl*H*WE2RtI| zpHaQRLea+6!gmDi>rz`tyF8f$b6?$-4bHnk$t(l1TX4iV-UERUkK8q%nK%y{nC3{v zqz%Bw1;{)^+D($FTd)Y)O&om4BVO9+{*TgDGcB_OB3>uxFRJ}yt4{rRA5?C!CXV8O z@Vw_Zx1zW?%fh~gor>`Em4*x!)MhSd3yu3fZ2>@9OR14E^U~d54b9|g!6-qY$YOgX zBf>lF>0x+!nP%+<*kZ}@dqf_bjIRtUhGBOi3lTXrqJBj^UagZ!l3{}9LW z8x3W>a`bwqE1jXgK*r$z(7ewLiAevSY^Cr6>b*uG8$@9>Q@o(CEziuzXDhW2pxJ}(H-B>8^GkQ}gz*joIItWSi({izCh9TmnZ1mTpz|a8SN)<%nLUi+HI*RFN$guGlywH7v!f=@@Lw9} zFB+XepSm3LJ2F_0YSH<0CAXi{1=m-+IO^c8L2;T+VTaAC!!%(@MC$ z^E1ADu)b&gg|BSES_8PhBsrpgjYj;B=Xv6Z>~hv8h$*0nye*fExA zE=%e6uAG->4i@z&0Mmp-8-8CKcVOxwOfh26(9d;h%i;quJjI~lWA z)=_Z-q+O*#`;U-(_P}Wp*8+TzeG=BVrAP1~!1nkn81F`lezo}yV_%m(1#9Ce=zc_N zjvC1f-0r;%PloAKd%|1y0s8j}&tGUggv_>4+M=LU?j^7M(&of#fd2l*@u$urrV##4 zV_)|^b8BNC>92Sn`D z3$`}am#BhzT>Rq(4!r|TE8hKkQpRBAGl{OSkKlgDsJyfOSqjSQa?^NKu+J2DKEvcd zA<3}<=WLt8KNYm9yv&qex+cSUaMvKY%f;Stfag|ZEwZAvCu@_p8Uyh%e-8PQv)KmF zaD|yY=$sA;!J$(D{_kKuoHp$Pbi85}s;j-cloe#Rj+t>hk%KqlGYV8r#sX5J$RqHN zHHJlWM=6wC*Gu+THY5zTld^ke&_4F?X36sV7wBa9htRXnNmJ^tY?A2O;Yu09U&o=m zVmm3@W~`lKolO2B)l|0L48YW-^oRResWN*daz1p-T03(-AZdl!CEz`B@s;uN({rO1 zD;p(A4OO{ykp^h@VAs4)Hr^O+B^JgE8z=-rqkmT`a&+;+=;xF%L+$itg!KULZKoUk9+*H@Ot zyST{x$#w2^i&L0ulM|xQ*U+mr9zy@+?rR^s@E0v$~Zr49ks!U=< zUEC0o>aj5Rjr~Z^`GAIzvcAKx5b;I~KLX@FVr7o|HF(z;=?>OiM($DrDu4T^eGYbx zrYk+ZKTU%k^8n5TCz(>8_wDr0nngNK15JdhK$N)8a*+dyK-JRn)4o{y_U51x$p6rk z!mP)I#Y!`D$HV9suq%;OVQiyq%9<#d0OH*7u!REdO`=3J>kQNt6zaHXgnUaLm^SVq<3-v17eR)0w-c zSJ_%5*APjOHv3?D24^Dyr+F%wH#&`s#ZP_FO;dD}GOJgRK0+GX4jR zrNI1YuTuUHUh)^i%7;9C4t%z6+rSLNvn@=3AKbwy(sbb}_WD>GlaGNZFIoC>OQ`H$ zjDcEiR}a?OI9Kw7VBQQ{fX@wMib(o}mz7I=yPd7~KohgA_%FN1QqEAy2UB`z!9j91 z1UrcOJfzv#q%p)sm z?P5LbTq&9_>H7+tho9d^o7>phjj-cAq*}pjIn4)icaK8x8aki{%kn3vy^s9uqy{?qM6q3i% zv9Uvre&er&Uv(1nl=05emS_1XYhT>~7>gLCbx(TkLgayk3lXMozr^ zVZp$x&3s0Zp-2?|g3a5oNgD5Si%usLE*Ze5LtS(vTU?MN{JRv)`vs^I6r6EK*3SM2 zS9%Uy!#MbDWgdMBEk}KT0Pz zaQX@5z!}Yb!0-65Z^K{55CL3#e{w;18V?Mg1HNd_;O?5fo1;9+1B8OxZnN^!Ln;zF zq@p?GaUJh&otgjBV%C!xfl|Alh-84LgSy=r!R;D8mkm8Ptof{O&W4{l?21M|J9`o_ zh|UDgHRy5tYvFjNre%wIMRb z51TF#4>8#%mTLVV8~mS>NN01n27fBSWe#~w$5%Do>{EKu{~Gi<)3>+ad$1x#bz80L zq_`kY0(ww*T-FfwMR+Ih=6}s(`S{u6{7rR^k#=dnyfIOs79Cl{TMd7QRYT=s$HG1( zu6nMD;)CN+18whM_Qj3AHd9THNlCVaS4Iel=#lR;bRR8wu5N_|$3LP3onh(@bCn$X zrPtpiCT6m3^%3?qGbUS&gw!00C4c6-xEyRZGFmKYwrRX6k}*}w{!8A*^-j<9($&^HhiDaa{xF^{pnPa;u1MY)NugB^}HOpvZzjRK2 zTN_}ytflI0U;Y`^O0ihhQ1i~-i7yi+A39-jIFd7d_%E?%VT!?eBRE{Ty!83b94rKwkgCVM4c0L8HMr;(O=V zStx~ZZrzEgqd$h$XyvYrZdxY4Lb`ya9?QP0S$)5_I&j#Dd!wr+4w)=XoN7D&*wEc3 z!e<~V^husH0}W{^{olRYO|!qZSO4vw&rDqMZZB2F*d%;^;X`>>(|XvRz5C>+nPs1d7nebA`jkudhF76cIj5m(KtCZj`LC*=3P<2K;p>pjKNu0ewqh+&7zC(lFaO{?e5B60nUy%hrX- zc8>Q)Axr`2gd{y92-9{y&sM@MUjc;#?krcGQ)g}oqmC7CO0M7Z{Ygs9a4;(*h~{7| z0vkIcLIoA`=M6E%>2A6r;?9%g*Yjz(Rz>*WQaBnZ1dM8w0&@NW?$dE*l4RQq3}Ays z=h?n6qh@Wg2-}$SEeTeWmE)ET8Q>eZ~qO91Zh zQknP8J{OQ36CxOtExV@%E{~x#3;L2Scnuc4>1iT|5^Fvoo9i*8^OZvgDxqKMQU{@Vb%@eL6};3dOa`9Kxwuv$$BDpw@k zfT%Cuzwd7W^b(Bui3*^w9G(K|%8Lkxmh-D_o|LY^FP_d6HKS?eRcJT@NnTh2+7iVP z0~6O;6?^nf0MjgM8SxQ}lba&MN12wlDNp1e6HLZu8v%8`(t2(c0-e2R~l;Wr= zNCFEU2Y-Tp{IOM{WW5kh^=O?G_Y4d(GNb<~UZEPZ!g*m!&`EeWI) zOG^5qvnLWBZAM)IuA8e~-RkjXst^)deSxDb(UjQ*JVD*+T#*mZmAli7=TZC6^_#%S z0MUOLM%w$kpr_X9xO-dKJ;ef=r|eRkY*BL?gsfnu`U$aRe=>l8h-Zt1?w@pQl6CTS z=g>0tXOsJ08cYfxlYAAHBzyyF>)0;(V(Df6s?vs3&AsZAm>X&3*7I**(Xb2^(h)qk zevEgj{F=^V-_a@FEf@WaP?K-*o&Vv9{@DDKN7D(t06&CNyKJU?BMfIa)d5m8qUNk7 zxfnFeTBQUsV=6*dtsjAt5vM^$ee-8l^&OEHeIQoR&beG4ak%YKnAaE1<%X&mk7=%+ zVRZMUO}yaM!SA-)OC7eT<&H}JuzfW4$-tKwAuon}Y9Skrc;_!d?YgymZ{O+ZxR|s? z>9DnLT>i=E?yX|#33?0qR94?@kpiBK8v-Ljt?*y=0eC?%X?=2G_H1rDz#9_H@tcV% zcg&2~1DFr^24-Ueue85)Xl;f~+SQ>;7q#5;pHjaIj2dgXTgztwfy>bSrUCgYjlwSH zi8r-$|3Q3;&6SAKZG{Y(r(4b&46~~L#@)7WX8o4YD@N4SaS0tHWoXPkc0ZZDvqtQ@ zKVo$-LZ{_}fqTPxyO~DPAqKE$k zmybJwRs_UeLB!DEr$n73(=h!1b@zU#laV*W(2dYJLwjm(k_;ey#QvB`$?o5-e?lLhxDa&JulZwUhZ!iJ1KT_{Zh!0lbYQ(vbLTvHtqQDjL*lPWfZsqz zkoU6gshyy=t9oBqK74xIJ~0{WlsnV>iFfg)+xjQ7bQ(fMvfqb2tRZnXi-t^pJz;gR zWb`+9K#2>`bNN_1nh+A!V(bpTcbSkhKCRJg+fG{OFQ)l_gOqfT#$iD2!9>@jgG>`A zbi;lNJLy(Dm|B@XyxKW&w#1uw7GxwW=E^b#2JvtOK;Ell^f+a=5764_9}16&A_e-q zABV5&6Yqw)3~T`2-sT|sVUii?ZJN7sWM9ds2IU5Xjx;<@0}~@$1JmPGQ(~`43Gy*c zup^9crJ6Tn`5rPm?bB>K01OPx(SsasAAx`~0o+=r5+5*{!WinmQY^nJ(*wMgZZaf7XH9XT zg(!2c=1X$PYI~ofGvzPRJ=Dswt^HJ1bIn62ijF-TQr-_(PsQEUDb2P8D&p+IlPyrqH5lfr&vpNW4YRRC}Z&xbF0%aXyH+ zP`#iSRe6p4i{Pjm0R-=@Jr`(@cAHW& zs0Wj4$XFwihDTvSC~U{v*6Byvfg^HXJx5r<&_}`CeGf7W3_=BnE0U;C5$JWZ zbqAt*0w|n*pj%b@?UXc+)qw!O8FMDO=h}M`t{E*m+He+hKakGcQSVn*&VB?lZ$B?k zM;s82mj8_5Fm0 zJd#xs5v@S?JvGS?zCV)QVXIv$WC*5l1l4#S6q-B>{$++5zzUD-dTG zQBWP?`V*T#qikRZT12KR?V+wNz#gjkAJUK_x1p3`VJ!s7%*R=&I(SINb$acoHqniJ zss@0zwmbd-Z2rga7p}iVHBQ7Cx}UzzP*UCm%LtQIB%Hk}5NBq3DB`=7O!Cr2unV*pacYE{!e0a(kM7Y-r`>=% zY+x?gYC?DSoi<3Y$t^(0&YGS|RFqhO2+gAnyqnnW*FIs!o{44uJsOob%jaO99!$9?tpjIa@F^-M{@` z`C;x1ZiYnL3(kA&UXN;)5HV0?z2rwsT*NgYoST<~~UC!@m{T4R@q9v{?Y2_~bR zGr^=Gu3fwyuc%}(Bkc3HB)pFUMWgYYkQ%)^NdinaE=Fc_e&x_; zOcy9%P|{qWs0@s~Y3IfhO3sxfCkK zz05xDYvL28+UFm-A=JB@LHNdB6JbqtqIucJ({(9tPiTxRIT{6$4wYtC{5U`Y#6i74 zcieZuX!YGY@hoj3>lOsLN#B9jF#?Kjv;->0hG*-``$yJM<7??7H#;V@7@IZ{1h5~B zypE-k5;pw%i*-`PHD~?}UR=_&MqLmDFQzXoR=PIUb*8ubQG|^?gBS$nAph}{M(Xp! z@`9uu8KKpciS$dI7&#%x`OiXa6T;AdJL$6Bxi1J;2OD0U)Qn7H;5C<-W!>jB7R#Bj zree7*8%zm2cz<112NeBR>{p>0)R4m+ffg6Ic1d4|+1Lh{)a@4t+spg{K@SWBu7h6Y zuO9$pu^-vhx1)pjnfVt0F%)4CxQL?0EDtV+AF5$o3zT&c&}FTR(w{f&10I*@P=+Tj z+%_BYw9ob-0=RNYkW5rpLzRBg$V^h**A*_Lg=0P-HFVv1Maj^@#I3 zn4?I72Gia z5}tX>y7@FyS87QOh^pLah{uXk1~gI~OXOd{XTGdCCF|5NcAB`kXc)~7vx+yyQYurx z>aS68*bvPM1#+vka@FWXHQP@caO|?gzx5@>2gQ6-SFRNED{t0$UAi=Z)LI{UU#0Ko zm>XxgdM_weqFF*1BugBmo59^ckfF+%E7faYZOl@;pN3r4@HU6fT>zng4$D==hkO`q zkN{4SMIIr_1GhlLS?Qvt_zIaqxr6?4jqsNTps+-x#|~uwSzrb~>LFNGgG}JF5dNw% z!0$aDhpx)z1qKl$y8NNY#yrpV49)|@R6WgN3#BUYRRRjKnMa_|GGzN#vG{LGAk%+k zRp>14dZ`02#7RYKq}m=Cvl91z`T>ozgzfOpk_gCV?wAfK!c@Y{QlLNx8#C03N1L32 zJQwB54!u0MfY6ld5$9Y^%D1O(H*;sLRv!gbgK($|3khd>qQbueEXaS-{64r zW4ZVtY|6W6FL)|%Yik{1J+^~T%9=A^IQkge)b!xePLGhU_ucgd1U`$Kx14tmX)#nD zJwH^je3%ulObUb|#9uvK3Y>FS)gckPr%Nx4zwPUP0X-`E)BA~3#e)CB7P6+`QT=IQ zW+0jK5Pc=1a=EnUvW@Z3VF(wTfJAx%MLv$P$R8&2m0t#>LT;7W`umBChCO&@#nYCVGjkq0UNEIH2E~5#fGQA=7czHtn)d3 zqv;&*4pjUz+WHZ4NicJ6{3(<*dwqjKpHHhLW+2uPa!+td6vgR_I|KsB^|`Oh>bU>& zX?49?Vx?ScE|Na5DQiSeX*=?27;2D^zTipos>w%12ttFl@_V!Vlctt#61CFy-Yr$; ze@~$1Ur3X@SXvBu4sZ!n`~@ZTC!^_$?xoE>!f7gE)cX%&obF3MU*2p}5)?=MQ-py& zL@ZxEV>A8NwM%C}SQQF@w$_ZvD{l{aBZ#B+x?|2Oi~So^^$NC*J)JczK%3C{)%w!u ztSJbncoA{5QnmX50&Ly#UR-40ws)hUYrw`JK1@85fo_|38CzX+;I~@c&MyyNGYW(9 zHb=WoOkRGZ)qIt{7>5xL_d)lzU(DUjHQA>~m70;m4Te%OahNE;oZ5#wU zT|Q8V;Jf?}FCaqu^Uo$wv5+R?DFq(OYA$$4)V@lHbTI*t_8M_|`Y-80a8~QjgJHoi zx^G7hMyD~42)ayL$wP;^UOZ6%{sYeN|3tfl_0RXgqf5F?%zH1W*ew1IgD8MAU_XYj z`%=Q#=Z9X`MnR3mjq7#2w}n8}GZ~@fEmKwwHq-3WKF#_Gw+8O^l+etnV!f( zl1s(QJy;105R7oftMRiYMO|)E@qM0yutmj|PnzlGo!+|VuJ?amX-Z6)|8YPetL~6D zy5Uu?8c5@sw6$_-=Nzg`xee?`3bAZ4mJ!0ijr?b|zk*!EHp3rp?R?I#H> z{hDqdsS{lZlDq=1l)j#*Q5M|(<2IC*>`+uG0_;YYxwy)xOw>hXkbfrc4pKA^u#>w1 zH`NHUoBw#sKINC)gqn~xX->0eN0ka(pPD$&qyYkpNOPU0>^)F=vx3Q_)Gij$9v|uPc9!j;+>`y zhW^O&druPiC=T{k6xHib@U<{5M*Vj|KC+*#qR9sfXNt(HO}nb*(39hbmzGbeBMt6> z%~Dwf8F`s~k2@iU)~p>O=<;g-TTBfJBK3{=bYH}h7CK<0_O)v<5wtLd0@D31__h1R zLVy%H-Om{Sxe#CzneK-H06=q5cgu3ay$S9`ra-`=n|kkJl{98V|6qpnUm2Ots)Izo zP8=Q>KQ(}pBNn6ftC)OH$ZJ=KVfmzW)u1nG)_7>v-1KW7UXTL-?;*<5OEC+%E^qR+ z=9C&LYBU9PFLL~_KJ$WGeAiF_b&RWU2z~#fnQC+-Jlx>LxXhL8fPccmqE`!6=!kEA z>6ckI9Wp$(eRrf4X0TSmcXlo3*5Z~M8$Sk#&h`ALED#;@BIG$Xd<=>}JZSQ-Huy>j zPi9FEi+%rIriQejSkzEyit1N@L1hLaQ6*;KzscXq`rH=}#kX{U5^FxDUV3Lqq3Z6+zK z3quA9mHHGJV03zL_#}~@7oDVctEUsAX zX>)WVT39Gcsi{WSgo%SsVv$%Irm%lg8j7m`-c_IC$?3Gakb5Qry!uxo-Cg#fN=7$h zcjiod+ORA7%xZy7zB;08kObKk`&pMiDXLF5ye@SA-0aA(C2j#<38zNUZKL0B@;xI>d4a%oaW}DZ5mIALgKqF_lpjdV++ct#W%qcL$Yc7xE<8DgNb6kGRiS7D zV!^AgE{E5@4PW5{uMN+wl{mjAvGog(Xc-h)pM?n}Bj- zwE5$-4f}Rj&w;soF3v!k%=vgQF|n1C56$3Bru4K{{RBa(GLMvEZ8Rm! z6=Yc1P-%ciNt5aum)F!s!n)0lrIadl-VQxRo!YA*@s=Em(j1Y@s-(=v&n`=+v$tb;z7TokL8y8 zntjJ%^z&8<7D~gwMug2>Q~TqLdyjog%V@a^oLVBlXs}9?ghGu>0iamtlt}@uC@_n% z{fIU38$LjT+{C8AvpOho$+pZcwNK2|IAeEMdAPg|Hl+@qAu;sDN@I?zS=Jrm`y~SZ8R#Toq}k`c;n@j0FF$s?Z^s=cmzb{$ zk0O9O=8(JZU*NR|)A~{1Gs(Rt*@>2g$XU+*l?GyyQ2&TQ;?t$KXxR_{wtU<0{4G2( z67t&fB65=&026LVMU&nl@OgHn=pihc0R{XsFwm^O1p(MDBPZ(Eja zS~*mB6ck^b&jvbNk7iNC^T3!`|34WORZa}n#gHG%xw5a4bp%yer$oU<_dQi=?ofr( zLnB{VNs9~SzzhS$UyJp^vEO-~U6`bpL6RrTIh)Uw+|%?Qy~N*9=1`H=&oT`N4;p4e zGSk}TK6gV1;npO<7z zfW6@GYt+N}s~`@k0_&0)JB-XltV6edux{*g&K=zW(w1h0kYS9Mf02Tq2&(gkm@~M% z`{*nDCj3Wf7gP2a6}tvyTD_nrgV3rRWCO_Krm`bT)r@o-$3X0ML2u=H>v@Bxo)pxe zI4O{vKT6KxuRvL15%)rmkitPaZiNzVsuu=AsR>YiS0Oz0p(#l}59?%n(5Sc8+PIs! z4(RNP;QTm7io)bTEYv{<(}kZ_*;~yEZLo466Q&tI2QK`_HpW0#!0eXiX1@Z13xRdz z?0x{7T8W49-lmogIOodRLSqv{)>bNT5x&DedFT?rC=`1^P__By=(*lMZHxmW$WRuS zBnX(CeglG^1}|G%@<*@zCN@OldqQm8C+LTi+R?+{TxIYBT`Kl4Af_Xm*=2Xl*w+C*lq$E6(OXAV7A}2FQd$$mkdv4rsZx z_)k{jM85#6_klnx7M$VhWB8+JH7f?{D_P^#H=qDnSL%Oei}RjjBJ9{#k#Y09AE~~s@^g>MXz2*K@Ou(LKT_XQO~@a{io; zR-Y4>7`Qi@Q!Lj*^kL{0AyPF#xW(qgD-0&^86-_4Czy%Gg&Ccwr9wLCiJ_(5gfJub z+Iag*e{NM56||Axi4^`W1G()vFfLA1NxcYUw=&Cg=!>SbNdvWJPq>Yy2oo(rYgX&) z^f=5w7me!oO-aUy6y7V+Qc>gZm4*nnZi;ncEA1lXkiIu8SU9>e(%}R%fQuBvUGNNq<+nV<&km`^F*|mDDxz}ubL^C$R~G@! z(e$#{%6vHta~lYwfqW8gv}jrg;9CS-L!gYwb0SA5(FyGS*%FLruSeI;3XHz?hQX3x z5!@9eA;Qf@1HbK(n~E)e1oF<)(dX*4u(EGDmyXOv61u`V-G^+7U_*c5QP#@K-u#H& z$OPc;t$a?aQnY}-KL&0eUiPL3wBFAH-lD9@@>$m#IBAf~Qh0{oL-3&Wdn5#c4Ks0| z;ny2DF67MGj;$ItgD-;0F4l6(-WbK*^4@@A&of$8sVNla(J9^r(&bB>q1rFjl7Qz} z7|9T0C55`eIz{kd^@}i0>l=&ori8V>tzPZ;@pPnt+Zg@}4Au-et{-$ZaL>6x%Ir4CfGSSVQwLF5-~o58 z@WZP00o~CDI1zHNEU-QALyc%&_3ErRtk|!qG*t?Ig{_+lktnMoqNUV;BM$0zoPcru zm)xgC&k_oV!rTfQ0(__pI};jX_{39M2B8>xrJ`&hB!)zT zjG2TP`=nte#uCGf-S57Kp3nF9-}}DLJ!t~LfB=jpe!?FthOoju8`2y= zKvW!fbY9@({%tCa8f4MS43k-q)sUd1^L0I<9j|x;}?FwazrjoL*LB2yT0fbQ2 zJtp!diJRj31AmF|5-fGlelLADVlSLU!@dhpB(gmgQtg$GwlG;RHc6L?#X8*U9d8ktBcJDEgrOPrhv^SodoBioNXAVI>x_A6VZ7twVuTGyE(6EPgLa1EQ>h#A7qi5@NzSHJ-=iKtQ24#` z;1%EnX%@AP{*iKtkhabVf+fcgHh-iS7v;oqi5VU0-{i1dT^Udd1P+7RsgS!d{3q^xh_KL}>70IZ zv9JAy|KanwX8gIKVuK`G;*&q1*;Yh#uDW zjjo(=#3Qi8GGYuqAKsYaQl1lRs^1KXeS25IMmHcYKC9^iPY^o)uF8g>qXcu7Ymv^1 zi!#pwV&0skH%PdF-CH>XK1$om*M5Knh~V0ZbwRHA#kM#oac7hdwRF_*?aH=Lu;u_} zX}qDxP`P8uWJG9IOo!kMrv*!q3q%k=($Bi}WYI4S)Rw6}y{{>0X3hn{k+!KChh?^ag8Ag^NT6>L?K0RRx0S-K@%^*~I2ScEFfD2qAZJ$FTQ? zK#qqN6|4{$71Hg9Y$!w6iV20t-|N-P`g$_bdBhS*U7?(+-OC#ak!THQ*{fJ%Cc@@d6xyqipki}ipa;m z>-dcQ1y(dj<@0Wag##vk?DzBVTQ27=I=Zi?oUGfNFF3%ZNJgk9!Kl9-cHPiWw$j-GzDI8zDn(VcmE%X~2uu)boB7bq1{p z(p{l%rtO=>3h7(wR$%%80?#(_78|l`L_ki8`G(?!o!jOv7Oa1~ylWRx5&)HuXOa9a zLe~0c^KL?C<;sup7a&dsK9FT0g(9F@6B6l>=f6~6uDL!SPmH~CGQhC|%r=xu!gD$y zMa(xFR{f4TgYjLrN(1DjWP0BN@jYN7S*yj6&q)M=rmZXVmNg zW*9S#$ZlRlojjxL$+9m)N#!n9_}j}_rj`X4$zl2mliNiW4uEwhgblwzY`Hk~1qeu1 zlpOW2Rxn_^PA@vo9YkDZFpOHD{Uvvg0MZINmC(@}{Q>6?K0uGjT7+#)yO7k|^LLt9OJwTe^M&7*Am zCE6RIB`oyUxCvqd(UF3w+%79dzE*6buD4=(?J>D2dJ*_dh&>=}n}|fpap8Hq){+8d z?J3r**UD*KvQbJVtzI?V6SbM>GfgR5~u)@{_}8MEGKa8T#S z8Ehl`e(NXGQT28fzu5NRzjuI8@l^Cq%tT?Pbh#?1Ga6G@$@Dd$HM&7XN1!oPzu3#y z)%2GPoH|7Db<-*quB~=oQ&0hOu9}arM0|px_)?NCzenxczUEsV>fwE@t9BqU$YQ{d zQS0bbotYgzQFop&X&+-(nJ_AGLqz}UzjP@xC$QWW1f}sfbpg?jBnf$Tm7Ador~E$6 zD*Yb!N@SHVG>QBWEH0O+BtUoWiCj{~Exh#u*}xWd`D`Vyv@b& z2ty7rR+WK4+2s@ABy_x-YE-DCZP$*SYIH>_sRl)z|!#nR)!VTVpW3V(J#*Y#9?&D4oU_kYDQRtKF-r*@B5U z2daj?uf7La(Z&F5bog+a+=N*^@n6y;D4iZT_G>?-gO`hf+5zB6K|xg2%>QADJ)?W| zZ=|BqnQZ96^FZs%g_lw%pcY8%-VRbzrp`gBDO-?|=CL-rxIi9A zPJvKNVO~QJ*MJSbaFpm9VJ97JvMw3VdJc|eG>W_-vB8}=kOzpW+{qx=Db$P^*$5g_K$pm1;17bTDo%$JCoSN)TNBE zo~d?%)NiF0hE|dPOXqJW?$Wa&pC>6gdQ<(($5>U6>kf>mL23p|KBv4@1wEl8@i8r1 z$&;#{?8G+vrl$tmw-qucqqVFv!9_>=?Kx_o0&X(+mhpqqu;6c)D^9vv`Czk<`@l-@ zG3Ak7<*s=JCPB% zI^U4}SFoD%t|H>5yhu_ksQk3kZ#|Rc2DW7S0u_YT6&k14Z)An{X?`v95ooN+0LWq! zm8mA{x!wzQQX@CjW3*;5Iw2re8-98HG~6<7Mu$}IqX?EdLO!dV#6oLGYT7LSr3-aG zB}j}H5aeO7!sz$cS-3?gq1}D*)K^tsf##|Lkn_#n-;t%cUOE~#m!s3gcx*EOts-gI zM>mLsVx)6W6s;7gQGeM`x_vK5Q_q>RzAwQ`5m!LgnP>SRtw~=%s=I*NYoE#W(@e`8 zoj%5=>RPa=9;1oH4v=gnBFEFAcz3ChOvk| zbzza&@h`X1qsGdny(Y%NHMmuG@bD(^OpT`LK!GYVYOKo$$xL{4?irz}C$@t$SW z83pt;`r6zXZ>s@SM;5oF=i+2cfY)-X>IwiD1h}-c;%5sl#d0TgZCST_#tk_8AR?O0 zt77Q`S{X@Rq>rJ&7_Ufwbb{xAw%Y2*z%s;os`}cXd@f2nG?` zkHd$}6eLGZ%xX8`WO1enk}5WGzWi^+MKN_Xwpt+8*b{zL(J|HEYxHrw)<}c(7WQS( zC$U!GyK3B-wj?X#80tq2@8;6)TXT)P|9D!_8jO0sw>1eT2#mSQ{)|q(= zFT-B8fB4n){cv<}7DM$oPoMWOS z`*=rhbw7RVCZHl$dt3U&y<4TUiz)&GBIAoQRhQmZjK`080pc0G&m%j-ZI`~`)9rof z%xICmul(LhY`h3ajNuR=nNd}}hCc>tjq>m#X#l}5;#^V1-ValgR8z*FwH+r7SswdI zH?S_m6lg3ZKh5`D4*!n~CE_MXSK%9I_|~N!p?AMTf%vXsJe%Pqt}or#y&uvZJIZTp z*M=IcOkU#xPojNrd2F_z>u|GPVd0W)STBLhr+jrnJZ$NGNGCoVzq<7cpQ=E^J5HY( z?j0D7bI^_V#e=V19#4g#E?R#OzVzQ^Ai}uF*(+@Ya8JkX) zTmvBs+ei)952%)wmHTlO(swbG2ydBt=_wig)o-9E0a{YEzh<~5*%MkxU2e0AgYh`` zS^`d5O)E;u&oL;C_QPiBaS55WJUuI7>X_J8Ib1*!;MgqvEgw{~>@58FMQu zCOyTC?Mt4sBk6hT{&+kza;yhy4z}PPFXONzRBCFDrkAKwOP&Ig+gxs=E~>)~ir|}; zYQS8GUrykz$~?u3+87V4AVYl;2OOMu5sa-QjmL z!)Mj4m|!kA+GNyzIsQ0iGVmVk*Ws1GqMcSHDol#=H)fmlvFI=dZWf$w2R%`FAws0p?>&n$V=NYJ+G#Acq`|+Ky?94j$o!ze{xnQE??6gHjn>m zo8INE4DtXUm?WOTj{?~3-Pf&3aIV9 zd&X3<>l}9hykYGhwP$(%^*e=2A20dt2+kxs6(57@)E2E*BM>0;Ac{DPc1%C(@QY3L zHV1$FN~x#oL7h7abyc=~XB|cX!AAXcpPyP3w|}c^|14&>#8bNS^(9~a;5R_pT_6o# zfw?Q*^ntZ>p}f$^j&r)BS8U7{m|zTQx6uA87xwdjmYrE2{ob@aSL6VrAq0&03L`QP zW#X(I=dYArsWC6W(h6A8!;)OFHZ-HJqqUL6-q=^__doVCi>aHye1YWaH1u^HR=G4K zlOkkJ1@DUO3vg{b`*MuHMFS|$!I;$_%O5*x;xndtaDLSjyQ%=3-*JH1IxehBH@8~m z1&Icyu?Q^m^JiRgvWuhUu-P*nuGg!2Ncg`E`lhavwtVK{)lMvA&EAutLpr@^N-~os94n9l0`ADE@A96n)QsWV zPA8n+L$K7X(_yzFo^`o{0yi^uK{l=G>rD++J^!#(t?v&D!M1ixkPKrJue09xHMZaP zO?CWx*Btuax*r#PIB%OO6D)m#?Oz!I&~jr3x0eU)B&|lQb+&g?)zCx?$dkz5Xbl07^@Nc7>q5J(|tY6+N(E0xv;PZwa z_ue(1XTUjhE!Vf0cL*|7Ut#~8-x6!a84=sDav6mM4Ut>NTjW=J z%Z)EVv3`)5q0fvuZ0YWG6By;^Mn*XYS?r07!L6!cvwiGs#)E%x31e?x^EEeTbwnft z)>+AN7kd7bqpj&-rMP8xK=c4ANTbOkB_SL>=KE{2J7^*Ks+(lAsL#vIK!#7WA$hUq z(*;uSjfs7rWT2}3TZFnYh>PgHAZypD*#0!6g7lb)J(#nKUcu_lK2SeF%pj_|{Tb*N z0>UDoFl}n#Vf)W@HvDrl+?s9XP7#m{MEb@A1v?7ko|{3u<8ZmsEQ)o>FdEo+no$rk zH(#T6I_JDEfaJ*N$oeMttK2g8F9O3MrZWz(6^iec*#as6fi^zOAnTA}^o3ojQL2VF zC!kN5C4d41)iPLfTlAUiceOWycRIUGX>AJ*Z2b(yj3M;9kB)1~{Q16HJPI0MW74Rv zQ~rm{VDPi{A85nP5l?gf)4@2F63dSrvdG#5P(SQJo#VpaW&ml#_(hd~TkY3t07WFx ztq5GDA;t-SGt%NN19|q06S3gDD}*^RbHKT~#w~~C%*fZ-3Q$RUKxhL1n(&URe0T^Y zsGR^TB&etP^hOupfBn${Kv8K(*5gb}eN)qP9E^gE$6)V-Q7O2=VTI-&IsiTvDV+xLA}bHc zyaiPjO%?z$#O^UvX1tcnI~~n_!bl1`1EG_QxOD3PJlR^grwg+FX8=wY0uCl$gHc!q zhbDq9O&&VtCtVYZ4ikjBZxzkR1t=ujPOpoc3%)|m`kzSBKY0MQq_yE4>Jqz35u|BC z5{nRB;N&h9P;f1u{q$<8|BR4ZK-Ty0tNQeH8{fcu3YoW+d0GpK5v>p(N<`i4rXJM- zq<|^_{FO^>C!(CeAnre(?0P}kF>jO=6cA~V5OZban$8FHc?ZWRy$2V|M`RfG&{1Go z_(QKR>(1z>?fq6Z_S8pdC=fAhn}3Pl%yVDCGFY8o;M8nYm#O|gVD-7aKc5Yd+rUD{ zzUZ)r512A!SI**LupkC%ah%Y*qo7p+Gv{-YCn)&M8aywzv73m05i#~hnpw%D?yg0w zf3fsgucwL@MD!O56rVU!Tkb{+0S;4mRti03Cd83id;T|E!aTgDtD_dLj z_GdVbT;{pn7qJ66h^6!=GUgL(wH(^P|0N^;=K1VUsqCZl=8e+} z_iF`KJq&pqh7eMl)E~l-qUf?iZ7Nc&@E1Fa>Cw^*mS4NxzaXP)i;BVWftPJNvrs!D zF;KRiC$%ynX!|`$CqIV$W%3N_Rr$>}}{!snvTEZv#?f zSc6MY^ZVy@B9{~|l9ikw1YBS++x^JJH2!{%eIF2C0%7IjSu*$X-7_*Og+U_Jq^`88 zgaZ8(JH9MJzMHqxi&?8?o6cAP&4OdYjSv*gN)Ak0_+is@h+~87It-MUsut_AZnpuQ zto5e8zPDckXpTb7(sof&8eb_;iXsNQ$NJ1B+BfY2k`y6H39*w&tmPDLS_^ttuHo>@3vHn}3HqN5-qt_!2W^_B|Ip)veUtUZ!A(6*Cq4mc<)>uusg{DIrL0_c2Gdfh<$);31s&|+WH~09g6PfMV9zW#!b>^P==&%+5^TPm< zr?Pfkyjv?&(LUvaG*jv!vaRu`qB4DIhcP8n^bu5y%={R3@f3DQm5bI+u1oDukKjzt z9$&t>EoRbgXwK{0>rQnsdKOtw#Ig9is|bkmS5$HSJ2ZDGTm%mSFMT?Zwv^V*xN8%4f;tM^5?4kKXn1(dQ33M74pp+zkFoU;|0#8*g}j=qh` zbQC{vJ6J59vo$bOU$C&ol|cV~flg6qJ;evrdVgqE%fRsZ!a-#rP#YTdbT24CIVNWK zxMEy%WbTN8$GZigd4TSYoC!-fOuw=~sb9JJ{W)6UX5r@Gdr-m|*zopojiXzm^)ZAR z_fj_Z$LtXULdb<}bH^_&RU_q-lSK2wq_nw$pv-bP_70^4$1KSJ?hgiFnN-u~j>y~t z)NH%ya;F=Td8*+cF%IlY8ri@)e-F$So*=;53AjB8GQ#1BK(;p!^^0QAqL%CED!W$U>^)hJYvq@?Udc7|@N`&!Eic zTq_n9RVe^>ww|JP&{RpqHIG>mX>qxt2z-mRdDYEn>iB38F8_+3c7Ub-aT3WpDkP<4pu zQtSrMkxpNn{l@_-?;7>zsP&6it45da;(+?9c;#;K>U7q+Lhep1hoHA%ORLsu`(QWF z0PV2RbMu|t1uxOO4H*TYRNHN1+t;(QxZf`*Y!3cs{gwv*~jCjiW_ zoeInOJNNRQoe)Yn`TultC=HdBQxQ@#9I3-rg!gOG)arQ!S_{fQ`#WP`ezj(42 zc~s^XD9f&!D0jRI0^?9i1hlvvhJRWU1u;{PTd*B27cfx4#M~+UO;BD?Jd_s%A1S{V z4hE z;kmuMTqDgkRU<}*9yGn^RE-j5E5I{7i+Hpv-c-xQWM!UE;*DSvC{S(pf=99@#||dC zXwvo-LdLud^XQcVarcep`?AmR(W2FCh4#hm0OY!dGN}&c%jj2tb3u9LDhu7JwMixF z5BZ^YZu5OoO+Bjd>D<*`JGT5**G~TS(vK3g-?bN9Pa^JBDygjX?&W3ivX%|` z{hfxtfYG~wy>^ymAfhxwTx2Xwd#NBeg4a%Ww1BqSVQq(6Gb~lU2J5?ITc(EV?WH4Z zv+qmL`&VQEb|0#3epI4LUkFKO26ipPiqbJ)Z@iZdP#Sho48JG|kX^D+CZ9dU>p<$X z(=gRjnOuYM1SuU6?ALo6dW2I2Df!T(hP8YTqJIIn@EM;y9jIU%K1kI2nD30D^AW^LcE2}( z&$bZhaPWWGbXJQ>e^3=a3OLNw^yAinySdK4Xmh14pnu4mUYgX98l$RQ1v^@_`x;`% zBdB+!XO|12_qtz5C-R~uAgN@+vZM-~$)k1t_C zlh<~kOih=7P2YNtES|(VV5&8el6I5A+IciCg*J#e2r#(MgV1In%bzI(p>yvA_;D)} zeIR~pXLm09?%p|7Cy<;99dq?ItxVW}td~Ls;MeH?vzi=W`fk)e&k^beuti$D2(y=` zQhAC&)(L11rvq5<`+8F=C&1o(X|Uj~6(#`eHg>(|V0Vr%JD8d5Pb^dztXK`v#9Vmn zLfzL6GAH#$<_;ew91*=GWiJq>H#~P3B@&{L0QN8ZX|HWh<-O@W=47K9y`#++#!%<< z1Sh>){hv`|{t?M{`(3G13#STDc@+U$>=3wcn=5$;$si*81bg1>)_6V2?Fgn1o z>n~>D_xa4(%6^ssaN>32-3TvFY32|{4WjrRjoqMWPZ6ZX8iG(^P^bd_q;ho7%KA^7 zc@70^F3Iypy=6MA=zCHVeXAeJEO{PKi?Uz6GXa0aq!msGYM%Y)R$z#uqD7|oUiHC4 zI}X29puWr#Y-x4j?gLA~>9tNL#thC%c=^%3>Y8^YhsK-(LJ`;K=1V!2c7w(T<_@2U zvxqg)&A#f3Vj6bFY=M`i^?BFzdbQ3gL5yKKmh7Tmj%qHgDEOFhl-TgH1m4&jAm0tQPK%hiWosZhm{(O!d5ZL&ffKXfL@9N3jv6xsRL5k?=?fxE*T}(U_ z)9-J4IYOU>sRqJ>npa-yYbMG9_^n|YtgP z#KlFqzyLe~I_Rg?7}&{8TWjaNFI)OXL+MoWwbk8S4}|!^Cf3AQqu|b^=DDX^8(hIu zbKqQXXI-R$r@=1J*KUx0unY8Ua~?c6pfBsQ;BX%F{lt|x!2if*;tWktxXXNMGp*fR z`J`<3j3PcSZjtN%i>J3f8FuBm5neFd$f*7u&bd`vEJtf>AY=bY5uyD)qDh939Og5~ zAiKe>VifbK^^U<(gP9U%0Au>%a^@8JUN-4b!>r&RtIJ^1`u$ohlsn9G!5B)oXY_bGr@``j6*~sUT7Cn&WZW?sK87|I`ivC zPq$wzx51?4p3d~p;+5|>o{W8bUkJJPF0OO^e5OaJe()4xlVgi6cMOUmE6B&F_-1NL zKbh|7$#!Ua2)L5kmfeFCnbjsy>_^2G^cCLwy+EZ5Dz#=Izb7RBc4#EMiHD%N&R?BJYnHQ1&*oRNgspMhCY2U~mFjdt0=7PzHj z%PyTt6TrZnbZTBqnLlkC>_J1^bmA6ITJ3JIN4MMHWwEUr$3C_B?{|`FG2&pG@Grke z4|%;)8?b>D75$Mr7hg@h=KdsCOc7QmM>bT-q)&N?|6%v4&G$XXQ-4t+JvEziF@Q7C zcStsH+(YqygQK;3{5ydCnkIU~8GPH;2i^#iZAe&`rP36OqJF6j8Tp~+-Qk_ANB=L* zEOz)AT)n<0l<*fUyZ7_OpxD=l7aV>a3toE ze4a|wc<64l^t?MH@_&qLL((wGt3|ildS}yKku?u7u2r7$igO6yWCorl<_;P~T6yow zz<5gRVZZrebF@hvToYA+`wN}#+}cY197p_`^2!F*it;svd&$mb+@K2E$mQ^asXnjG zA1JU%ua!TO4GE;2ZhKH|Qx<~v7zJWbdtU#X-$Nxe+~UORek1ru&a;iWf&)qnp&sB7!aN1 z`di|Rgtp-3g-SusN2snnQ-8%sH)ToSs&8xB5xpJkHwoy+>B5j6ahF{{=UGUxtE=fa zFf6;*HoGAnDDJ7r@3jk8Ax|%*RsmsvUc@uJTw^P*y8y$XD`Pqfhj^4F^AHjGbx0qK z;wJMK{Do$S#zI5pr1!D70|n+T64mMW=PPZ|uM^-5=h&U}?t$S~Tq-qN6=_nBT$YI& z(QR6Z#mllK3}z)%;>uyKViD#Bt<&?zz9ysKN=4S6tbq5t#7z;l?ZVv;HF8Vbek`bn&kSzB&r>1gs#*-2x^szlZ{slA+fW|)` zE)AX^fm%;W*p6XBR(6zcXh?+ncuo4p*ACQ2VNffx8!l=$xF4_?xC+RH2;p2XOFH(R z2R@m#yjpwpE{3{#g&rJKa6p=Z+>1qh!M8BCd)1f{bySQdCRD#6?O88c_jcaS#2LHB z6(}pAr{Pgz#ru&eQ(hN0v2D@O>%9YA<8JQ9rAX=+U7@Q9?i$dY0}qec+J91H@}{-m zmJbC}f?|Xaj+}Ai7BxpXk1QM=zstoVP6Fy5?5dawpE;_mq#Y(uM_@H(5UXuVKNTz- zh;JyK)`B&q!e2W$J8}*L%&R%Fl{<9LLC?~{t#%}6%QYEJyG$G=;>@JCWb?YSi4uK> zl#BJY!+!>NgK@aK$EDewCAP+8@yMR+qGStaJ+ICwQ;T0BZ8Zo3;8ILy46LB|%GB8zv zjp3ReEhQ(T%9J$XaOA1;`bLghJe~X`VA63HgM7fpeuS`>y>PiG3h}(GSWj(=7nS2`V4&4bPE`3^g-3#QDqt$tFD6*h(w9}pBpR@aSnkT2Em9e5h8gmZn9s~ zC1jW&UA?@mII^yz>Ln<#T0vm~liD@UrM-2aX1Cw?eag(Il~&Vd73vuq9pT^MGd|N- zwJg|~M-wMwswX>`b0Y&c2P&$<^WXIPublR{Y^mzC2|YO#oD{p}%H34(+Kbvd)pMgX z%^V>2>P;_h@@MG!E$X^Per;9sru&?-Y0KN;>#+aL($2CqH|`OrKkd^~*6G+q-O~6< zT3vlDKGtVhsXE0)4IhFxc6WyqoUM-ZKPtY~HhI_ja#xWaLM5%hqjL-A_ba6!^(j!e zj%)MxxLb|6kko}udpps24vl%*6Zswuv+VFrp%Le}dFFVdqTO{qJ$&7xt;E&bfz}c* zT(YmjlqAm}pV1@~CR3O#)gxG$=2(5hI#xDcRPDI}T0s-@yl1T(ebMq-IjiSRuqSW0 zcAV1L#Y<&tKHL`tuc?YOs#^97f`gZRSxK<|@$$;2v1`8E(t_7bjx^e+$GQSh^ccRx zXF0T5*h9@Co&9&7d0mrFglZ{Y>7ZRJVXYE<6SB4XFdtpX7P>+`IZl&pL$%#5r{php zWgVBZR4a$B=!{S5U|*}O<>|Idpt}~5Q(fpm`6ncDjjumO8|(4vO)s*lF6h*hIbmlw z<@ftn@vOP6wAgrg#ND@VdX3xk;|+5n;>&D`A;NB^bv;NWyj<+yHQh5+k!G{McZC^| z_~799;H$3d6W75S3`6&;wTr6W~nr&@!Hi=Z13&yPwdAUVkj_ zZJOhJhFiWv)1b>em$t%VQNY;yD?#Rl`l(q|Pu?k|`Kp!4z5^F&;tQFl!F%E--H&(V zJE0W1$L!CA;VgnwrH#RONmKFBx1D2EEW5Gs)%dyW=;=WBf_Gxlp2yl1QP2E3F_>KMLR&WKpIPHzR8}V)R z>LVA{5$K#nH6@e;nf=#{*ydr~kKP)8#HZD@5TM(Ct-OpAi0>7&OF4|V+cy6}O)xo@ zcOl;Ecg5j83asDoXMCT(in$j&j*U+*k7spdb${H$BNU=~e0VqDd0~XA-^9Z=O^HE7sa$~P8xw5Xh6}%Ib4pmxpQ(w0+nF+)9roPi_@(P;>^ZNolS#ET?NAA7m zH~5lZn2Kc{^sZ_ZLdG8!m!?)BItvG2bH^cqV|4*_Jk+kOV27_w{*TVp?vE0p^5cZ2 z!lk@F*OI%P?G^KR@o4^N`J?#iR4#a~e8T$+z!S}BrfhAocG1wAT-~^h&4i}5-lkyh z6cgPz?7{|E+TD3*x57x!Di`$<3v)Sabn45zwrK*Ik}COW^phuH{|aEvX|OH z>57Q#==QvD`$_Z2p-7z+qSzeTgrUJ+Oj^Y6*gdo&EV%8)={VY2WCltSK5=qFyto@v zZr!{C;jU&((<7zkYSPvTTnw z{!?Wiz#mmsoV*>Dt>&930pCHYwLR4MPdR?%6M9tM(@8QOZA2S`>s zm2wdD5o-(&AGASY0k6>k2v~JAA=5?(i-kkH0Z|#>Q)RI#Eo0RPAeZPPhnvjBSo#nc?NI z*qO=W%<^u^j_Yxk136tPN6RR^nAH?89(?)s9F#y6CC(#OY))*XYu|5MZ*GrM+?fCl zWfOGVA}>2a+UYsvxayN-P*k477$10)-G*!~4>{%CnMc0?URJ7YHQ63`c#wdJyKKPp zz$wl=fHUbX$CkKQXr5z}V~97bLbr==u>I<+K{L}l8=hw)(zXK80qW$#)ZTV56>!X{ z!S{FR#Mpa-otGf3CyUENvP)eBz+fj|`FX@9dQaS-9A{?P`YYX1g}CZBxJ(?qC-j^~ zx(|5L9NpBt3kP!1a9QB7rQq725&bP&Y#!~HGwbLK(d5u@$eT-v0sdO9ZO*nb!`)%A z-_e0R1wh+d*Gr^Y{Cgh?7}ji%NmQA?(#iC4%H)0v;xTZY@dZ2zI|$r3f2F@6O2>5* z$DD0oh@n;m#C4m1t{SQA7HA}VJn1u&ML$4SB-Ayd`o)~13D3yea6`zDM94_dzZs8# zzw3B`XJXz$6Gk`#gBArwsgu`&h>*G?KpkULo&lao&c0F`Z{Mty5gf#G8t{NjZlW5n z(0soKn@acFKzD!+wp4zp&-pp0&hX zMkYUBM!c8ubW)UnJ&-v@$S?xj&{^wPza{%J&YP92Yz^7KZ}74bPA3A$(sbR_^m$J4 z=RgZib!-8JfSmM5Xs!hbK&VfBjf>Z-JUF{t1H_3Abjo}LQ?Ji^lQh91-nhmgw1bhZ zzCT#2Acnp#29q`6INYa%4@%YZB)9lqc}!;PMTw4267-W`9yWCUq6GUZZdpMe%(0!E3Q%}6Zb;5^?bXz`u4ow~7*V2zQWr0@@OdYeWUG_;#gjcjKS9h@4 zU&4PjSOj5{fC;fO4DsS!0$Hj_gV{4-5sD1B?25!KzmoM?W{X-|Vl>k|mze;jsEj11 z{-b;Y30F1INV*auNv?~07!D58QE_F`xj&kLI8y8sF_1$)Ai+Ac-l;6~Wj119izgR; zj4hEAA>h~`MH=j%cgvzvLJP z1B>w63M4JT;kjiZ1De2arnEHl1gPXxu^dz(%t`nm6RCH~C+C}FOMPz#)}q<9l*!nz@xI-x=Y2hu4Su}|oerBFmTbTEQMDtsg3Xat}1Fwm}0Y;}SciFna z2sO)#&N{0Jt=+_GF`+xCu7_Lb)A9D(nEP39EyBrQHASP0)*m%D6c_dqfHSD`V#(N1 z|7DwdjhJnmyyFha;IGwv!^7b_5RPiD_4d*OPCuE(BJ76`qNX2ADowMGVQt1XImG=~ z-KX#L8Fy?l2y=hq*sA{^*63E`gKQ-iV!od`j+L`yybQ?+QI=|7ITlg-56oDyjHR)S zn{sX;5#ti4!0YlNyrn{=Nep7W_(aJjv|%rC4sQ?;##bbXJCo%}Q=| zT;pgI2Z)e__K%-r1PGV0oLo4f>gz<`t;oW&G5 zRViLa&#LUnS?Ngj&KR)vQ}4J)KI!T>1Rf{ZZX1qW$YLbfLq|wgs;5SNAhdUsw!%0l z037J3!X=#cN~IA`2GPrmxi-sCSKcthrdB?8ZBE-t8d8Q%2v$|8yo0*i0G1`3S*rN| zHCpvFwf?0{l?pY&%Rb05x@T{X&lY9ao}D7P4&o3NbaU?``3kJ%8r4TVSR+d$y3nei zqNpB8I{CUMAa5GCu-to-in%vkz7!;mv(m)g6Dli8mx@8&3sk3<;cC=elWYEI-J9WZ zF0N-%22?tIk>e3<`D0q_WIS4oZ%Yh{656p%ZZniesJIii1*Z7v?^K&^5D+Tlz=eLP zn4~@t;%$C)e_ffT%#;AQo8RX3Yh~>Cnf|S6H<5QyPoj3D82q^eWy8np1ycJy)qLi? z?EjaERXGvZ+`n!8Dgw)zhDOxEQ`3UwC@!XJ;1YE>>VJqzZ!(Kdh z`8zj`^W=)mk_~V+y%koyHay4ZbLgvif#y>skdQJO&o#Bs9<@H%+i^BFDI)$B=eF$+ zko>6zxz7Tg|GuY=MG3tx`O-?MP-Q})9<2Ks4h*+NQ2%orNHrsWBz9oOO#2e4;5=lN) z>Ot93L7Xr`zs(E0Hq|~WlIf)oswem~k#N4Q3FToo8F&s|ng`40S_60U&0MCox5=Vz z9D#!Ii_&%I#65{mZ<|__D`a#DQE*S=tDoRsi0x|DExutUqDK1KR0#ZwNGkB-(q{sh zrJk0)Ra{|$!?VEeQ-NxnzMSToCI@^|)wrak-P9e!K=B(Av*?$#7mK&$!zj<_TG-aC z`RlsOvHp5l`l-g-wSuoY`j7n#YS!EZ%hrjR$+Xf#z~G^8e`)T3WiOmvsP$eTfqy^g z3{fufbvD8Q{OmKLaO6cWFLeU*n2b9(Ge^sXxV|c#ij0AUk*DyNg80nCrma0JW*six z=~Xr&b*pD_wq82(vEF!y-`4Vsfe22s#CJZm&_yAVqyEAdop9+Odi8l(rXPY#9v~tw zNC)UwirE5Ma4s_-{KJaRK}ry3A@x3LUavdi^&VT2p8j5#AT6fXn0Avf&Svjn|HeGa zoDw;afr$`vm8umiTl37`;+dU&7Z<~dCNj^-X)Y}vZPc-scGWY+K!j*O*uSit0;V_% zC+_d4a+)=eit7omtuC-x)`U{u;KP6}e{i0u?&BH}ofqt$2F)Hrx)Zy_1hi zIw>*v3?!61L9lhXsAjQHRrtBO?WW@SjqvQ%gnTxZv_Ne z_8~9UgM>?^xyc4cAqMV?{Z(ZEKIVvDD(GmGc(hogUTZf|IqAEC37ORL7{1`8h*GY1 zT;d*{4D%Uo=Cw=#?R#p0tAJXH4!8hIhjTFh?JK@bwViPq6+eAhGJ~{2RB9^oNS$}h zPTj9I`=#XmLV*pzNZgQdnpCSP1k0|9P?I<%sO;$^@d!7yDi1u^q3+EB%!r?vwSS3M z4ss71;tS$HY(xdwTAc77HrmQ3iPlE&2nshHVb~c&N!)Z67#@Fw*voG5O`rPP7d%0j zz>}_eo)1-!ZmNv+eo3L~fvhwzuR%=Cy^Ms>v^0miJs8%}RgJ8RbtXg?ItAkf=0(Q0 zfGuVYFBghJR8z+5?O)KX8^eP>pOP!0N(l#UK|Y8>?7jA-q;e%lnVEv2M-rap=;cgI zii<~D5i$^?;v7K%r6RSGGA!JvHupmShfuB_k_=;7FMfb|`h&=grzkScKKqI$nr%9&l73WNi8RK!@m&XfSNz$@iN(!XRWGMFIc@Vj( z+yR_`KN3<8dQMfn9B9=1o3ZTTSN3B()*Bu|fiVS>#>97dhT40(0v1J8YV<+UAP5VQ zK)1jvc<&+5&v!#OpU}S~m#Ztt|B)E#JN^$vH+<-iMeak3L!W!ZslDAcU!JsnX3FgJ zbh7UwkkS{5ipsk?Z~bk@K_vt#1nJBj@$iEqt`48xjR{n6)r+W3wNuoW)O=i~RCJyg z(?C@4GoLD^YZ%(jncE31F#c8hk)QmI1Rq0l2DVyAn>q&mOnOn zWxpvD#nG`B6J)m1o`O_UG5#ikMBmp9nfvooH93HY*i|d9RMh4{^p!vpUMle+ z!JYAT6%cPy+>bm2u6cE8RU@GUrvTF2=u&vK7>=Ttq@QhufOG)1U48;Qcg#4!x|& zdKtphtn#nTypM%(cKsu7D>n3k+e{Q-yp)Ot+K>ff@X`mnOF2XR5#sX5anPDRUltcw z6ZWgja$)2&^c@+!hMxPz{<{8Qh=XTBBvH7>ip03Eha~+2_k|l{{evR#sjnFPQED<2 zJj#>yBeeo2{IU?&$O$In88x-2zl-p|E`$|m`<)n-_^*|q?y+H>f>asy*z=S-a9On! zxg?gcmK?py0IbtIiim5k$rr?*o3eEuzOV@2wm-i`BGpO|uRu)b5-Z2q(}HNB?RJ9r zbY^#_Soss}Q*RZJ$y)1bsN@8!!c=@5$J@Vd(@baA)a~WRPs!!AVpk9`_ng;+)B^17 z;3*exES5$-l8~TU5^o;JaN_tUMALg8Uc@WxVy3Lv4gdJSsVDX)txQ~SUlW3B7Gae4bEQx4q#>@+EPiVLKf2yL z9_sCnAHVmuXhWq^Ow?7nEtbJxvZaNDB-ygX2%#{O?A%gmVN{Z_SIUwtNg88Fma&XM zc3CQnY$GN!jHTb}J*vpWkt^ES@B_Q^ufKE{++6>L^KU-pwKn?%^S zL}T1%I&S`s|16b>C4A1$x!YX0v#azN(KN_hKSRKQAvaf8otKIA`b^oo<`)#bj5JBL zx-bx6a#B2m=8_!r{BBQRW*OBAQe=j9T|$Cn0?ATEKBJKK!bpzKuPp8z93vd%UV47D zL9`pOW@(Pd`hLN{A9eK*vg@+}%Zh5HMfY|lUffKI(cqzAc;OS}E&|4jkk!<^JYjY) ztlD$kU+k&K(8*h@o)gQGBgj~YcWZu>68h1beYwbjKG||mk$E05%_z|;OG1a4?r446 zkAtg#dgy5#ioH)hclx}b>a~Ev5AV2DeIUtZEuH=i-IQpCQN3sQU+hF2?WNcKSW^Y3 za_gKm_=4;XAR*S^r3HBio=%_4Y7N%~+xaW(b~-^fo_jM`@438xLz^$zZ?smAn&Dw6 zGc?F;F0!1Q?&;R{*r3&5gYjH<26I->$8JQYnZr4_4zrS~H?KaM>2)tIJC%}K(0H7C zMYNtu4y4$<^W(g@5ckX}bC`8kMoHGvh1Ik6<(yz^ZGC6 zHdBHlk32v?hXwH9a#ATx^P2H3j^!2%Qru}d9 z>&=>bM2nl=#;9J!a9KAx79Lra>gp0QFPQiB=fKSKjs>yaq4c;mJ=aT^isQzdTO@u}eGo}r95rVW7ap43QM{Qi#;mvt=Svu0DKvD+ogb8XjW zC1;KiCTt(|$XR_4NN~y^x4ynLF&Qo*ipW7{74BY;pdEwl^K&rngBXP%$Kmq*I9 zH-GItJn)iy4lMqhuqNt_3iNTI5q)0%p#PR0s~LQUwLI>cOnVAK^$DKM0zQoDUG~_C z&vI3lX0^`&-TEG@L?O?55wtUH&t25`Uk!O|-&cL)9ojFOWE4IDZIRtCJ=oVx7OD`r#WV@b*M*-t}@$`gV zY@6xC|4>B;S7KrsiiH>R&nK6E?R_6p&b$V>jCWbd+Yp&tFWH^QEp@HaM9x*6moaH^ zqO{7j&OZh@j76*O0qer39EI54Zh58+5~_#9I%gg3mW^Q&k*&r1M^yH^W94+YTc56s zwvz?1{dN@5)??3fVDJE@;3$v<~ZX5rCSi6dW5^`ql`1FuZEmucLT3uCBkF?ji0 za$67X7HXfJg?y&QaIxEEK9n8ki9;FJ5GI4V(v0>*O}h}u19Xukw`39MzK_?{Ss z9jkvUc>Jqy2Lj3=xzV~QNUZwvfZG;!4l_6C<-PJ6@8fhA;W>`tj>5dHA)@$u%R2T5 z{OA*!^mt)7l=Pt4>g1flEp2cVsl_gO%Z7bF50=H(@M8)=GY^`>j9{$>rG`7LRW|Tl zq@`q?!$yHb@#Cp-4tU<*u6B@1hQpv*`q0>g?FDk7qzY{f^{8Q!*aXe!t{82DFQ2gW z-#;3hEHxaj+ac}Q!S&$Xluq+V=O8?EQa+Zbb^bU59Q061Dvr%G3^vG`kAfB_URa+H z#OKx{bKlUe=Y8i8Ab2&BbOHMfL3rh-0{+~&z-<+d#6)z4oX!;<#to4vl=;AV z6r9fuhzuR;Xm8gtH2JdHZ6h$QA=C7j{`o~gr#SEcZ_B%*hr&6~i`Oz(L5c8e6062w zTWJ}@iQGsWq(nKtzZa^SA-o#@_-2WsJ;;jr;gvLW7?fr;k(*$m(dN|~Zh*q%BfSm` zxT^1zZNfj7@*as5HHYc^q@)|W5*ci3M0-kHjhI~CWWMUnN6BmFwI*Uuf3rE}W717} zhfaF#tipVw0NNa%c55DYHQv31VBm5}Wf zpPPRb`5caNCp?dOx!cYhIGp3WV_W{%^CDzbR8uW_G-w?B$OOipy6b7o%-zF?v&${S zbFJz%Rb{zA$p+;6jo<_BC;+1-ApSpZ!6{hegkdky(b{e_!A3s#xL|E=MCak!P7)N0+v8P|^9P@H7;j|&nOWV1>%EUHT=4sKf zXx*NMczzz*b+0kgAv`!z^9P!3h&%R#%x$LGi5HqNyw1;M-&ShCF7G?qGP)e&iL%0m z8M=(z1s%JyxobJC0#kT{ueLi!dPSoyS3UPc6m`G(0 z4}U5$@%@r+ul2Mf^L7B%(YZlo#QPcwMKhzHhnyV5Ch*qhQQ}0)mgsaJ?G|X&ffy)) zR#b8fA8z@Zje8}^>?c{&3nsmZz8j)DU=A2v%;x1(JxH-%+I7|$v!{*f#vB95O)3lM zP2%k(=v1Pcq*c31&D$-w+H%NIJXcrzn&^g3RbT8WzvQGX3NIc?a9?h%~^d%($h z(?0hB>%*&h2rrnXAl)_MGoB=FLkdNB%pLg;NKPGraq%Q1IW3@~@&J{?2$O9h7rR8Rv~fK{t_;pS4^eI{OdS2vRknfEkQ4YwF4y|VNRvfY@o zoDMffRcpM#7H&?iJF`1Hj2N8)bsB0dFE;a5EP>$WuLyf*C`9YR6$63zc%VUYg zp^4y4zeb7`6CMw+e2{l}3(jC$#VsF7TLRHsm}fba&0YxMK%R8Y@L94%p=WSca?jgj zoU+DM#^hN(WyDKma%g+!)PvFRNCvCx|{#z%|8c@DIdE& z^xfgOwcie?Ss2U98gdp+bO`Cpwb5mH`w?D~1`Vin8^+ofRloKU5q*6O{b?1)Erc{$ zi@I#S2cIx`o4+idAw2^+b#BMOSyWT-IPx!8yqdmW_~A0*xl&FTd5nHv`Kn*#gw;C$ zOF}Ip9H2lF;Las1wu|b@tCslX61uPL=E@VKnIzq-mJBrtstk~#c&B>df{G4XRi)mQ zYh&2gjfgR|zRY^#cze!}5*-!#zIckdG)!B26?Ft_QVp4r^xcRYQH*fJtcZqRtbgDF zg2b9LE%M(LPwnN?FUtGLZmXqk5BEzvCRCE?QhH^(??oz@4)`sdgK*6D=1K?Rc@fg! zfmgH*<9xa4AotYaC2px{NWDNaGZ~bN*OlC`y3Iq zv^e7t(qF2M*1c1u4hg#=G?oV{o=%d3GgReKZqv9b5_TI2^fK$INXXztVRGej>F5=N z8ZF3=ACTqfoqLp!+OVN2FJY*&SG_?=fwq;t`yjDW)wD7%{mI}zKYAlFix;|hi{93A z9YsDb^X=xU9)^8(L6@}!WH5rq#Z4qaE~4t-lHqOeDCI=_zDROfKjsGEYT>^Ow@t*o zN3Ff{_Ygu?a%=ueJlLD~pIc|KQGEG-HkwtzZ-4$`Vk`6CyNg>J#8iy(@`Jq?z`wAxNgaC-OfvQA9Q5*bgGI1rH096WC^~G4PH*$+)zNa z!8bc7!qoQce%o;Dl3v{&u$}8b_d{Zb?tbP^hzKwE;$8hF>q(=RTvY;J3ze7~z4vq8 zE4n1}R26kA0f|yC4;b$&UBU&=YKaYvx)sNtx9YtpSxK$_Tv4#Gc~rx@J~IF-#XUDR zm{5!JC|azg{P;Tcd?+3*M*D;``KheOgGWZX1JB~HBo9t-w23iDjFQW`%o09Z zk9cdOJ3f?7v3_)dH;9LoX6HE0f94ch$Ku)>w5e+CrgIeA?Nfe*^>tSf(juQUlQ8vM z`jY>7rabeArklilTwBBaddh=IvUynG;O2k%-lw+7$0lLLu|s_4koUyNG$B8ghP>gS z$6e`|0P2{xbwJy4DOygFR6ORN(Rq-y?jbnz5zll<1tsMCHWKbM!H=2rQj0IEkscGf zWdYSfA$YqsQ0I)M7$`k0nxlIUrI}pnXho9B#OxzXFzkwVvTye;NKyQVhS|oq1KuyX z`w^>qaxo2gnM23BDeQ3c+}u%n>ow#F$0@035zIoo;>hjcx%DbT%FzeoT-(Lw6g|Fo zZT5KJeEnJg3OZ)uPe&TIREV+iPahU(Wfh5qBD2q3pXOi71xsJkZMV|t?G8=dqq>%M z5kU#M&DGp*#bDLXWj$(q3pQx3q*D;pluFC1SY?*qdU@!@jjEvaaRCdeqx)GrjZ{TnCwV1j7&-k_zRrtuj`EXSSoRO_m6z-H#Kbj8)Ie2wZuHR zKP7VvkX?g%5c3~klf6a6_6isSWnP=PlO(%I=^Ol@E3yzRB9_ta0rCl0*~JI7ytvQ$ z*O!l?_QdPs4W_MD7jGm!I8x6Ik;6Zt>b~2jyD;0$yH)G zB$c#6?aPrVk|}2li~EX7v2vLgwrH}3J&52bL7m4H*p$-tA{ct5x+54HC2pm?a$7$7 zRI8HE>HNlL!0wP-9A)&9Xo~RC4gWJiTb`DPR+o7RgVIA_Yxk`MC*TbzRU4&#gbnxuBUmR*aVpkl=2(y% zqQuy1Zl-%2=O9YvPm$=*R^-Bq9?^Ze36!Q8~| zLy}+C2g8wMaG}VG0T0WJxQKY=8`ti=9<^O@4-^yxTQXNiCto04#>+YF*DazkNAnOE($ zZ*I1K5M{vX;>%Dx`*j7D#IBot0u~wmvxW5kNcBCgsw>bo2AVhV7e`|I!H0>W-~Ku5 z9R6v&X>L`K_WXk>LBIMrF1pUogtAft6+jNj?Yf+6lQ-A)&wy%0+!<_#N2hm?MGIjo z*4NNqUL~r(ui(e#X_StTZPY&6L9jS5YtUup7qO3QJg>C#KB$~)e|85u4!Lj?DcM^E3F}`Pz)lj7E$|{N|4_PsI6j^sN}Zv z#0ia{_QxN4-G0odr7d(#_l3Nj5JV>x5AQ(x{b>2z=(fp0v#+%UKentrX$ya2av$vg zmI=|>Y~x$AEWtHIr6nzW{Bue&?{kA7T~Z9wK=)!TTTR3)2`TwwpT1C0bD<|EN!JhE zCzgE^w~xw=&F8Au7NK=F5%iD0{Bw49VjM&})gdiA$O+Qmf~z3hJ= zRu~$Wn?P9fk9akD!zN0C(k7|}y>jIP+#cA-`6lA%Jg!h!p>*f;wRVlFtdI#WRsKQ` zvLF$b|9>oO%oV-DUl0ltRhjg+|G(`JRf+w7LH%ck^DaN?%TWnjTd9v~F{UO5aF6_E z_&z59Qit}EM5s$E`f7v&Wj=%1dRJgiuYv+?6MSB`)wuM;OEb4#o84!fqR_{lanR&k zn*Z4L2nzJ#OtIr)$aN(tYn}gZX!}1^%L7<_k?*I!%(x)~tEBPO?FT-6!rVb;jwg5t z{(LT5^z=~95vAEtbkNcr3Sp=m%johP&BYdq%0V&D8kn70vp-mn5^t7-ksW(7bP z6gTt0D#=~=_>&;Y&%Ew$s1+mWU(+1hBh5htgTtpzRFL@~U3hMrVw?|#_!s+i%sJWH zoMk@ErSlOcP{!vqTl(G5+Se2ZE{Uy1GT-;1hcZITN6ononwrzH*bi`-d^rmhNIErF zom(LH8;NStWPTi%YCLE*ns{n$ErYM0_~`?+kParxr<3^wN@}L&8dZm zEn`2yz*ROjz3;>zM1a$JJk!aJvfLI0h!m?S(9)R?Vi_0BAn1EViBR*nDzI(nK&a-} zznxVDm5Uu=iSk&)Au?!tp)qW`sypArIs5vtuo@x!!7{gzlUCdw_S{Pm2-d>Kx~(r) z=(i2fGukszeiHmX3Qh&0L6@*!mj<9x2k-h?&VWO`lc-3O8LfghUQvd)I%Gy4{C=h$ zhtHjwmw_u?bi|O*rI0M~-F^?zxPJHA)^3|OW0jw|Fw}>m=@u?ceo8CgvG6o}}4D9A?!klmnnW?5j@ z2j`zKrzaOOW#+`-lX6=sgS^YwsG#{#o<(C=qUsh*%&voXy}I-#y=D9UF_{oPACew= z5!YxL6jnpm7|x!yUfK4^g|7DTgYX(&kwD&CNXY6+`+m0X5K;m4?$OX-XvsJ210GNb z^4Z#aDeFwYkNdXIT(f!wQbJYWOPTG38mcqn&l+@=2Mvc>UjvBjfw!`K5|DPbY$2#1 zKU{yIgrhC{9!gehS!oG-T3TFn49|t6&$<%+h>x3#ik%~LMi~^Au3SnE>zzY=ZxzPx zgyc2a>40dTHd4#P!KQ`w_OrX#m|(lb9Wf42gu+7iGfCH3(HF#cm zsB~$>huRqQH72q(B&neO>aOYd3`or4vQt+;W?R;3cRyV{&)h@z*1n2+k@!gy_W@8u zIuw|zS-V%^k@_q`6G^x2ZF=AI;RRNX#i>fgGU`fg*;)|)EH?qfi8jh>+`iwuTZV9G zk-AD-whrn|Udd5Bvb;=7M`KwoWIW1l>P+ZteYmSk7I4Ol*M@m2Ee}8ouPjcx<3}JK zsVOrHxOvd`rKEaVlC-LkfmlaKKvKX^!C0#!#(FyRMDyz_F6$UlQ97Ky7gZQN2<4fE zq$|m0Hg*rCJWV|^<6&xY;xwr2t#bP!{6ymB0?)KuUiBl}HBK}Gf`KEF(Nz~k<0wIA zc!m}*E5@HiG0mjfmz&j7F>$#FL}Y3N=ZrQ2Vz)1X4Pmi1-;y|?&!wgjqq{)sH(yBo zK+<_ars!Ng7co|9YIp%rB$kVP&I(Fx%gUWX7rLTJnk0KfE(3WLFl~N$0@3hiHl-y$ zyus9z+>9wJNy}_%-GK>Ge|JDSzokYEeNekBItSb)+b}W*&d^sn13v_a>I&bLgzvVo6 zxJSa~_IYV&EuNLU4(k7~#OpFX)is1F45)75%=%i-_)|=+stS>%PnZOBS+ApJg;x7t zs4Id_bXPTML?}U~BJah-odEIVHw=wg*d>*L^d&_|RM% z(QybhyUhZQlwQ1EQaB%?R#ECV7Ty2cL8R&gb?xWAZjRC^kL#{nCV^pHJF8U?c3~eU zr0LPz3EN;MJ!l8BuF1jdV+M6{YQHn7Y;9OFXo zS#tKzHQo`bS#REcy!!~{%be^0H@QVf=8M-Q6q(X5vu92lX9 zktKZatQV7C>Ofb|VjeBYA9_95Gh`e1)`JeO%=Hk zPz;J%T5?9H_Tv_Y9QFzjlU_Gis+JB^FHApoc=aPXvD^J#KL^<;glz0WHlE?Ali<12 z&TgMTs|~Wz0ohn54f}kNeJ3+N%|A$)hFyBzGB<#<)y{6DxEK;VcI%Gh%0)}2LGmpE`UaQ}VVGKjnl8 zgsM7~+h6SAR+Wx^F55v=QcNwF#_Imyued}W>KN{~5f)zQHMX+3OJNTRwx9ch7Q85Y z?rZ>of#vyVsBf)6iwn6$E))bo-0gCXaR)CUC8WJPR2wx~OKNKyLM>1vB-VZD5KJxb zKG}hA@x?N)E?jXF1&d%c`u4Jkzs%kcb?5n1$N$G>y+CE?`zs7=5yImg8gKovBUEJQ zC&z6tv$*3NRS=JdX;FFKqkI5Q`l*7L(r1C#jgM{;8yQ`l2;PyUZgmCfBu zeF2BXdfCYAKYNUal>++671Q(II5$$uK4z`qS{h|dt^dNVW;d4(q5pjO0W(vH@)nZ) zn$IT6m3|Hj3QRC);dmUx^5(Izljn<=-dK(3H{(ATkL*8f>1KwMJzNvI@`UQ+nfH=6 zX0bIq(joK8`S_j-+1Hb!wgowP{4qG&H%`|JPc@>?a6J9Sw3AI%^DI8A(b9sCKKc^* zarxm*Ej!1-*RNdFX!-dZaq#BFAiak9dpKBI6YQ- zJMN&8YUw84$}!)qg7uW5nD{wzYWx1V`fL5tS}63;1ekYm!awWhx{*>AvnRGF z{TJ7;BN4L(YB!_vKi{+Ydp(NcDti!>T@mox8GSJ$tgVwYYA3>^|o{#$OJa=!bDW zSSjPBCFa&?lE>XoV;?OK(P_@@xRM5N1UUc6e;sRkr0tfdI88p&;sYNC_B&57-a}|1 zm1$FASc2!U4!Fl+%`g*F7pJ20eVpxk)`i9S%qq{;c2e?R3PGA%ab01JIiol61_Tx0 zoxS=r)?<0xi7u+agrZKEt_+{eq6OM4M{wOiZN`-tUPFMCahe%^K2NOf@;NFgf`;95 zY+_^GOp?Rk5!ysrqIYFcc>6JT_kOR6EKaJ=D(XzU15UhO+~DP`N_!Wcc48>iU~Fvg z59NcEo?UoZuYQ7vZVl?46SKmw;kIqyC7g5YvJQH8$uPO+Zo|c~1EBO-rYKW&{3gi} ziRXpRDY}inXg@2bS(pd?Lb9ryEeaYwRSh}OVF^>x@M38HuO+8mo9W`w${|Qt#s1rx zC7EffRXo#O#ZVA<8Ry+NYz@1l`AhWOnYInopG#t;j;(~-qRE7@v4KC#6l1b@-$_J} z0~sCExYFrbGWCTZu2zS7R~v7sWtC%pDe#g5h-@+3(n?OPIbrdWz2~us3w2Rjejcd$ za@_FiX+y7*OXsV0lJ&ZDh`R*zN8dnjS4QbnE^@pbCZf^Jwmh}o*U0gZJmh%apQ7EX zi+JC<*tj{5PuIM6uK5un=*JFA<{z(O^hJsVLQVqS+Hr|11c-+yIo5{~SgI$Da^;)~X0=SU>SqI2K6PGK1yX^TEq zB%G>U4ZqZmX&FQuzH=ezM`{l~>wC`44+TU>_1oo3RCDlORLgxN)j-c<{l&hsSveW^ zmVJmDLIbvRRKx0!s$z#5*e@NjL^eh2Q74|hjG(S524?n^?v4uh_Q9ZR2XM(5SjvRHV^6NU0Fjp!o-x7t$0@KEg@F!tdrX2b%@|q?NSH ze|9YCnH*X4f$$G|>c;7BYLZu_;wL+j#2arzP&M$$Cv4Shedx(K2duKc`NxmL((ywU zPlvwYKdU&Mq#IKT4=|BtK2!Mq-NIC~t{Ew&VSSddaSt=`qcm}ao3w|ZjP5Kqu9<6M zEBU0sh&)y?t@S=>;I_md?VhmLs?r;vr%pbd!c~Wh{ z2X{W`(f41R&eauJ4F8tFc7Sp^c-`!JDC8-WN8C@+3tOjl3VlWf_&&p55TGmBnYlu4^U zM1t1%-8t|Lcdwjna@K%mv{S3!W#OKKhmm>Dmm}^i+h$zpdHLBC9qjBQQIWt~k8p5l zwj24O%fei+Nb@b;UMPXhN|NfEm4(WhG$;s*5pKd8@K@xdXV%Nm6xKk&%wXkm$)|&l zyBgjDkpUAci;RNa)?mr$3!5sCwGOCQ9!)DIeL7+x#3EW_0~Q{(s_U9HjEKB~XKF@2=K7T8FOxpXBMR zEJXB9b=uS9&=FVZv|t9?WD7s>V&>5;_y$j-OA*3dBf8Q<%?8IfCa*p>PMo+*=jm!b zKewjzXcuLX_&#v8=e=AU)MWG-ljJ4?w}(RL6J~D@jc$c#Mxy1z|KH^KJ#XagzRVt6 zncv}j!HrvD)GxKwjt2RD4a;xLZfs~r!{r!PyhH*mmI<4f`s)0350};K-AR0ALmuUP z7Ko*$ZuN`t*cQfkN*o@zT z0%6UYv<kXRr5}|&J(hjPPL_C(%Ai^s@;%Ce;6hw<2&b?xBHcJ zJvW=v4_<+-F+!83e?WTMY;>*t!lqEa6+O_Da?t!9PO;%C$uzVac`oPey*0b*A8X=2 zrPokxM%r{nW7x@F-17G$^cpU2YVovs7m4bW0Gq}Q`QZ{4jc zwj8wK0D~RUbUPVc$h4f?=@_{hG*)R1iH`?VK|#g+g|;WUV>vdUDeDzlOV;~BwZFx% zQ(tW-&*}wjxx;()Zb*Tv@_2|q#)g^KXa{{<^9yuZMqoPcA4F+JBT98D4QKLm@G|K& z$~VAs(0#$T6?i01JBpw_&T7e|4K@OhNL$vUP=BE#Nq}Gd^EcSRtVd@|{;Q~4-RW5^A#!UqL@d$5*M7c$ z9R`(6i67r_h zlcai|-J|No*18OO-WtiLa7%?m*&4bj^xvQMZS0=PKW`Y$@IIIHdB%+(9&ULtO^f`$ zA>?gHejp3c6;UAl2miY$ zYxv(q-unM87Hv7h{Jrz2RU56&T7bEYSjs=lXpv>?D1>At+nLG`rWua+_n~Gn?3TDvvz+20jhw0i30UAj~r9tNYp64&0uqU|54sgAXck$w!3$%J8y6hIVjWUN>q9Gbmt+tLVLE*$wfzWUo^dxLKakH+Acn; zgdZ>OCEre|w<+e>R?U3xkD*hys?X^!4A=iD_UY22O3%kP<)+gh)ZL=k3#G#c%S@}`|cl!or95PwKi zKHJ;saeBAV!2D_cu$geal;wH!=lCz(eHxl9^$MsuwHq;ljwR_NXqT}UE^R*8^Ww~W zXALBF&*zksbks+7J@y_O4h!dTqaF%?d^L65Gkj#*5jwX5Wd-TG$mu-?xV>FXzYmCe zued+D-1Ewy@+$T{QdH)gWbldL64TFN)*Ob0hB_s;WE0l*N8#j#f0tptx5oU<+_`YC zZY6QIuMlBt0m2Y*Wrir!iHpB;rI z-z(LhNxmWt9b)wIK2)lQO&|IBwFDfqB=Mc^?xzfSj_BLbkMMTJ2!f~4%8utC@m|=^ z{S$1_h_OE}G#X~`9dIc_3eYAnxcdAu+9r)K__b&Ui4Vf$pJbx!o+$Ug<*=tjL$m^6 zDM-H`I@A~-d&}>*mZK3pZ-v{#UV=6~W%|e+K~%s?Xs8n>NZ%QB6FLu+@^({EQFEvt z-%N5smIdD_Gf?EtA6MiWADT;;iy|Mnf+m;$sLA~^;;t`C$t!YAi$Pq{!3|ID{f`?MEYZl8#cDk<5&kbXQBnW`!0GBMy}ee z6jND{$neo`?RF^|wZ5*?W%W;-)~vT_%4EN-VRM#}3eazRa-U;yhiMeN(`A>|w^k*` z=j5i#?VYP4@;}Vi51JMG0|xWT{cA)=6w<) zKfGOApFDrIkp$hTGCv^ft^>PJLxzO=SJ6R-rZwNHly!oTGMq!$D5mlpCWXcJOiP40QwtC&N=3yobfmBt zF?;Jj#P$mLVsh^CIc7bqGIUwoWd5(t9VuJG3nqNY%u>7tG`p$k=+NSjyInCgj-NOG30yySgiNyJa*U#U$2b42Lr|_mVtp5O+0+1ZpRa)@q_TIZRRoTHSuT)x@i?RN=2z>T zUg-s%U*d)a5}Ix?HvbJ@;h~JUO^n_y%0&mFY4$ND-2mS}p8;W{G7Bma7W5dM$;hs+ zlNOtuJ;rU6`|r1OUt%~wHEtIL{6SA?xR21RXS~Ou3fI=3=Umol6X0BhGb7B=ot>Z@ zc)SNPYMxasbEV$PFXUWO=tsXGZ}+#|>FfhoC|A03>spMaxdmDcUlx;?yy!RBr**|6 zyGK>QIjXK_9qlXO=+LU$+sI_dxtQ98!Cs-G7C9n5r( zqolc40ZD`S36MIhyBvP4+(H@3x?@mB-fc)gaO(~unHajBLc`8lhrh^^BfK4nC}?a0OkQn^LSI9-yIHcT>jF~Btyg-UV!c0S7SQVR@;W*E zy*)v6C7A7^cv9UTLbWzq4PI*vDcm~}K?_~YNt>%CIPoW64%#T#%Pv!WB_Uj-&vYJD zdy@h{yEG*3&gMMGnuD%L)o4AUQl88NS(vcxUEbHp>d-s@`ZpAhzz6vRJghrJ)W&Bq zDI=wY*QQqS({6j`CT1(t`R!v|J-7>)Wc;>w=ydWz+46v~QoFV6RW!ROiaf~$l1l04 z&j=yU=ZvO=82`lliHaACjA)oy7@Ku7+BIM??MuHseyr`!qvUl1rwDVQtFP>vJ6M{` zCJC@w4~%JNU$AE_Q#!8^d_n2Tbc`s($JqwR`UFAmMW+RcX8N0Of%o0wu4hV)1BiZ)$TrLV7k&NiRcCwiwlP_U z`cq43mGe0!8ACrbWG^@(LHj)nL43&L`}iO;k&frV{(nRNRJRwL7ZcWkgs{ix{dTS@ z-d{@#vfJ2u+Eg>RZy%{~U&u@(2@)dHjYA?k=X3hlua>#-k^BTaNR;Ifdb3V%n3SZ% z?uO96pWR2=bPn27*t0~GWO)JIPH#rZx9W>&kag7EvQ)@IC_zAV?jDDyXOCSq7nh}x&NHkoAB)_j9()u?)VVgp8lW3iyu z(&FM|c&<)!%AO^vM0~FzWq2E7I6~DEoJ_3p(=30uY&_geyeq~7Gg>sAp4L6lcR-x* z?0~$!ZF~PM|Jp>PJR|mTl)*z;*Stl{z*R;S#@f-WQjp5*!I1aWqeC9r! zv%eJedFyhgno%e)Ga^eei{xp_tLYEgy|LGl@LEV4bW_sq+)?~;fF@lyPfYj^?JGsy zvnzgWjlww+&x<0ogc*c3e>P{NQ>y|_5hL|=FSk5_?t?Kx#OmquYcyenVV#(yO}{ov zGGC%;q$R9`*;EAd2mUs1c*tO7$H$!xWUNe_x5{<_Q zc9*tdG|+PgFsIe6F`z0HXG7xhx4X;|gd8s!-=>OaE@~e8l~|Oy|iU8jhjuR9N2OVUAr-B4K0HrquQ3vS>Lb&lWKEeOWcF0O8T~* zr(`*m@VF%2KKPGLS6XX$cTs|C>cXl+P#?kn#|xkIxErakpXq+FX$hg{@syW9Z_Ep1 ze%47bncdLaX&npiP&ZyB2xDjo*wWJ)?=^(d$@^6d;)G&HW&GLoOij3j@_l1yg`4lRzaz-`V~^}10Fsit%4%7f3R2l3-1!zFP>5fM?GAt z44Kc1TeN#T2ceW3JeAf)PmAma9$UWz!T^^`%g1pX(!6!s{=ihgPqz&gU&eXqxMNxOA{Gg z9=Asv?;l}W<=<9&#VLJy&>XgWaG%;Yj4Lg?4K>kg2V9CSOj?K5?9K*Q50t zC;kIiI9K;Xk98yJc0zmXNCv%_;dz5IX?m!Ar4I~}_6^Sy&N$yjDcHprNCbOLd21)` zf-N5%rXJnxjl4C20+w}K^5ycs&R;x}1{LY*TcT*T-xtrEalQqc3P?dk$A;J`2em<( z)XFip14Us$XNJOH>9wca4@I2?f1Nnh%Ozo4vQv=C(KF6rsFNj5isbd=KGD{ionbMf zF6ae{_Q}#9Dn4Ad(qiY(*N&-m(LRN=2c)I0Cqwnc6fDDcJ$6fWK&^XSzF%*TnDbaT zzwrqT*FLnBNtm} zfmx;c-bE8Ohn5Oxs@C-O2=SfmxM$Pw>y5Ki$~MNr!GY=#>>K=^3kB!Lm_6B^y;lG7 z8>d`(G*Me~aUF9hDQBC$E;%BGU+l7HHU}Edb#f()gVgKQKP1 z43;myVuu-5+`IVk9m-OJc9wN5hZELa)x(v*D(C5JhME~xLuP>Z&vG7x_D!u+Q=u>J zXmmqkh_o2QZsRFC1m6o``_<^yl21M9fsu_x-?r~iaMV(aMsi#%-VF=*q3ZZlWVth%e`Yy}|-$?}p1 zljt?filKYR2p6<_3T-R&q7!;|28T~aL)Ffi28*Tr=izzOeChdqc4U`(A^B&-Iw-w@x+b%y2uSBrz<9Fj4Wr0&HKY1 zvMEM_Rjv&7;$jjjmN$^Lo@phyQ}wG*DiqR#L)wb6L-lLP)AyZL`mbV#s(IKps1t5` z0CAk5q|#511A@VHlBu~n%c7~EZclsy@d|dyNz=jq+9L?B&`l2tVTUx|e0ofA`$dUf zD^z5jibQVYn3Ny;RonDDuMAny364nHR_IX6kLZx)x;!0A_CxJ6pUio$>Q@vPjBJzj z>>i^{D7G~8T-#J}-QvmMJ!s1Yy~5@^ui>_@faYu0ND~sVpB`(9XA&gr=D^p^vcsTK z<+S;mMI447h4ON;PKK-;htp9Yl`h@r*ypj#-P&{?BOT9El1Z(@@MGXs{8-U<$u;1U zE&QgBq6AZ%WgW%IF)do-+T451vs?Oc7Irm|GRYg4(+O=+_Y@{4%LEwu1>c)Cu5N!7 zcZW(XO;i*OUD8g+b`H%Nx6wLVKnt~{EOHpuLQ6dki`pOdhgnMQg;sq^)GG_)mvs0U zt8E$sC@luhVqib?qfe~eR$R993j(j&9}Wqem5c~9g!bL-_}(e{F=`w%$j@MCP*}j@ z{#gGuyH=1YJ0V+xV42QW2+!y4m9wkTd^+i!o$4?#NbM%exA2oiUxg(M(auUn1)c{q z8h)i_JooKaE{SeYSFoSn?pN}r^?Mg#+o+;wm{@*rWbw@je?jiN%V1K>psel^y^pYDQN)XINdUm)EgrzlC8gH9Bdx$c0x(lIn-T z=`a88yn}&$kD5ai|3Y)8h$#Qa_{m8X8ZE}_`t+n>mIH>$vGAWvAR8=+da%vw%X)FC zQ&~7zu&z27kF;7u(p}kKwu<9UWjR7>?|V(3bm%Ui8k_ehFIQBcbL;L=?s4bCMjb|INQ?JRUTLc<45Ohwf|Z>nx(v2PM1PTF<>~uEXqRm>p?V ziX=LroOWxGPdED+;^14@^5i~4atn9^9l%-nE%Sl_vYj=wQ|WZJX%n~(26y_-7Bf$mE3?FcjCw1i1^0&y|RBrY!aZBEGX~i3!tBZCXC~n=J)386T66- zc73+^5D}s`Ws_KjvkuJ5E{ixBev}%Q$$t+zF3*ZS*AH*sSmjL>6Blea+vWPSMC2GQ zrDoWk?a=FHce>;ZGp_l4C+}HNSUp_z*=vZ$pgF9qaC{Ghm{RN@S`%6E_F4Kz?7?0Y-xLH1IuNXVIb=voo(UbR`p1ab*BDO^uXAj1XmZ+quJZLXx zR$lkbf_vQ1dgOb)go`?BQ9+PaI~M}+!f*Z^SvQYl-`LN+ECW%uW}prH;)apf-<~VV zN6t5dU?%rEtXJrQg^}>#)27ASu=zrq8tN|wEuLM!S}?W39xsU?4Xy$taNWuL zUIE|Td$V%%a@0u{1OV*`mj59;X6U3|waIH{!5_FhSPxw4HhdpFMwAwP&G(-nxK+5v zlW%|UfgR@U3FtXG%4&)KOY%b*G}7U^C07(1XI<^2`jo8kwOt=2U6@CN_`>8Z-sIo9 z;E}EOeFlCx-Xw2!V-=hVzkI=W0UBsO;)`C4cm?bFD4ItaBij)d;%oqz*R)Z@g$VL| z9#k+$vRCRy$4zbxC2NfQS{U84^8Y{qSD+ody+YjuU-0N@LR$lnD^jI4#$AMv1^&P3 z{)nmFZVpf`Ic}`g`;XlNmGTWgDI66g_L4rP1Q$aS?s|G2xM=yrceh1i#UdX|dVp83 z-k1Ih13nQZo7#anuyL%ytz&Z1B|S)TH8;z*vsDYde#9SP%A%||E#cs?1J@st*i#@f zsBjDS5Y?ji)wxb0%~*CB_8%X6qzhE9uCZ(izN7mFV#*~%z!q)tS}^g(j%|i5VAfS= z6a>E+`x7;&aBs=c*CT$Q`uq;vwtj652CN`-_oRj=A19ri8~g6M7Qd|my_y&sz*una z6hBaVeg_zLIHrU%#Eu!T_!FMhx@7<)x`(QPcHDLH0En1({tAokX+BBG;72sBA5`T2 z(Jk6zrGQ{OW^!%>I4+J2kMZXJIngGH2UdHS3?di{uoVP_3ZHd zs=3Q%PM6GA_!O=_c3ddYW3_?3us=PrK&a-kWk~@pa&}H_%A0d<;Lyco=o^Op)aTxR z&`x0gKf>NSs)^_O9~M!u2C+~i0TmT1MWlohR1_=}5tZJR-XkJiL_v@uHiCp8B25U0 zAt1dIkP>?DE%bl^LJ@do6ZHN0p7T5B`ET#sI+N_|+&iz?{Y?7vs41_!QThZaQv-(4 zcPMl(utK~oO)n(*$&FH7z%ykpUco74ikdz!^}ITM`8&|_kA>Hpu7_9}0^>2neF0}| zI!${UrH?43+1^k#ZtB?nv6ThBXXIJOc9+z7$Y*`0U)dpvD19SK#9IYx-UAx#8Kk^8 z=NmBm|0qmR2OORh=Z70DhyP#JF=R&OG12ngPhM%~K`a)w3MRWF+wO7eusM8pSq&r} zqZ>pn(l2Jfsv0bLw`xr6H#BFz84{K`_h_+x$UJZIwC;r)nH$;?cz)u{*v*iN4%6L{ zt&1Tu?Q)=^-XP^(W5s6RFP9^bn;pzB*o<7As>%#%VZAO)azK$vAX)8FW>; ztesFAngWAI{o-IN(0#qBGVC;XJ;C98$ueTF2mc)>_#Y|@Jwa%-6p{8uoQG+eKQ?=d zGSJ;|lBr9V)$7`+E$|LLMRn{)G**wIS$4R52M$)tkWI%Y*Tmbbu-FVaJ=>_y@>GJFeBJQUfoG*kv?k`I?i@vUyH=x8taab;QTH_ zWn&Gz44IIzuV`Dy9co8XVdy5OSMPLB_~&hGPO6r?&(26qHL>#_6j|rH2eD>Hw5KPie@z~B@46AvvneOgY9PUZ zJVAM%$%1(v+uPQpEv~veTg3?!Ds}p`s_n>O?Jhr$ZR+%ER7;%MKZkobfNhb; z@Ve^k|H6fP4<#itX5rvBnG<=2T2cwbeR0uudX5eB6qX>9Z7tSbOu%+gM-JC%+bT>7 z-gCL})I8Op&Wcw@J|;(@WYy*+TBqyI%B}`PYB|T8Y5)K*f8x*mIPO%$WIuUu3#5KLou-nBhG3=M~$r>2(Zdr){iw^&cm) z^ui0s)v7b3<7B4zkHgz!{{sC0a@2sZtMPSY1b0ljB$$W21gV=9v+xd}JHkar@*@4k zPV;B1#n}mLn?JUgT~C{mowLle6ZlrhWx=x#{rUwO5Xkbd)Bb42WpS>dC1{^}fljqk zFu~=2R2K=C+_;NHJA(Z2Zck#EH=kYo2}Yoa$P@ zRHClXftFH|qD*Wyqmer)dOdz+vhEjRr(EBz7+mFR<-!EoXyS)6Kw(-4Fqf@a| z>%nj$?cs@0(=^kNhN$;!=)$Hj4aY?cm2Ovgg&17nSVZXT@;DZ-+$+fAbjLQ<*v%hq zt61X$Z`<<(67b7*9i9y_Dxlx=gWv12z*t`mkrumQ@{fM)_Q3i$#@>UWY-H!s>v^`0 zkCv}y;;`Q~))79NlKErfat$3-h4HoI-PdGascs&4vqsXM2Q31e*|9k-1w+Ow;L5^KMfj0t)&hS?03J?P;abH=A z>-sCxZs7Dz*X5c|zM)cp@kU`f?xb05s1l@6G|=2V@c1+2?{lx<#hVPP?-~a}7 z!%W3Z-h<8}AH!Tu!_;g)Ngi2~c=m4Mr20r<7&-USitV3PHIoS1J=;$t-ZcrYNkR2# zrQ>AYU@zXng?EX+`zq=86$^v=R&L%~EiIxwjqR(jUptYwcB6k)@9(u+|LWPl*T&pq zupx$SeaGWy>-nxFeDpS=A-f*iMTV>Ajf4=N8IhT+IbC_=doL#k{kk#cb-_~yMCIl+ z&e%(Tda()MYb)vcB#%?5{KcI25s_*o?5Ho~G4Qbv6vgh6M(+5H zgx?WM%~Sa9s=gNVwde*x-l`NqIvgZcc;G2{852|qF zyZ!x9f3gr;343r9PxoL{P=9G%>v)Wk^Ma+F;VDtF7r9YH|0ou{dKNr^-9!AcQ(vI% z3{OCeJ0dO^Q*|U|QTza*oVSGI_yD#m96VUb9lWFI2kNptUzW+PVsnjWa1M1ddyb5D zP-^xyT`xgKwt-ug&5*62`bjT)=dbFMY{Mzr(HhkGDEc&Fq-7s%3SC#h!A-F-=oTTP z%xy5-Lz2B&E{`knw+%aZAeQnwpZ4`O@MLLBKEvXT@78sQ&G@-4A~j3(5Cd4bAv=r; z>6qwV`WD^|gSk9a6P#yVlhoEBY;`qQG*Hg(J4k;K;+^)?;G`%SMX|tO6l7A9gC~~T zwj*~Sw_9xsq5H-w^2iuUH-e4b#!je1iT3v%nAIBcM_Vf6S^pu&oX z?&~(NdR^@GaN1j(&O7;i24SY$pNKw-gDU{AR+8*?hWSW43|78?+y3SkC6AynYAI zCBlY!jVrdn45>S|4@;#ubJJmBryO4VPWc~y0v`;Xzt#aO-(MPAG#ttrbC+vH&w@ob z!^~k?mFPBqLaTANObvjdhMO-8a|fWAJcF8iHdqz%L&6qdQinDFD9JdbG{*%a3c8T1 z!iW6A5eo&a;qa<=e=_8t791pXkg81E?LYYEeZq+`mpvG}F?y)%$^5<+N4~8qT?w+= zL|z&+qNmOc{P`Nb6BgxiDCC-y{P@Y|3KWEJJo^jUJA>m=k9+4#o~PyGSSmV84Q67sIAeue#`?zTRKUH-$Oi zY=)#_hIxUv+|I^+!T&6Zr9$!EmCDJBbv#kRkPS&=osj7MywQ^;`@$(N6OAYJ>eC-g zmt>dhO`2$GMz9olY#8`BUEZfMfXx*+D%wYliiL+b*7b0_!BDCGK>I`YXX^1nh(#}| zK!S%pLyWHd6@G{JffQwC=ZzYAeofne9FwElb7UDpN<&eqi!dm;=KR-tLvdWlzgZ)3S{RVQg|;=a@RZ_S&b}ntyZFWy@?m zK&zcxmj3LW#oK&|21r6ntqAzJ%&9xSZbzm@a}2eE`#WEtUZgMQFlX$qj+cXga!9F6 zr#WBdcaoIK_SndvduRH#cw zvTR$@lYyfWt1~+0LUpEvvI#Sv4uKlN>V?*b*R*zFVe}%VWihX}SQ?#;VqN=<&9S~K z@=|3Lt;-P4t6?Pb_q5D~+RQ&2;%Mz`1xC9g>C%#Qda2~|6WUkg-G5J6^!PcC4nCPe zenh$h+Xb_&5!K}^Yrij=hn|^Q?tJ67i+OG1)>jGqh{PBgjDq~Tc2X@!EPT(wm61nv zd>WmPH|((4dKj>lwmXR_85I|*h{m}G%Gd{ZlaF`KuK5|R=8 zND(NF1XJ6T*4Xd3aE}Q_HX-49O>zg* z{FkBXiiMQ0zpU`CC6vpimb9O(o*{7cT8FJgO(O1{ot_|KLH>r=N zYr~Urn3VgNPCs8tUsr}EA;}iJe_+?zgGn4!*EqPfc`}B(nw8|Fe^-Ta}erV*-P7$KYs%J!}V$qS+YCk@cGFZlFd7}j1 z-u@dC`d@52d27E7RdPQUFexO~c_GawFC97MbfP?FdYlIfo+tH@A??-k*xk@`1{xg- zU&}>M4f(9bnU28A8R>xP2WbY3O@{n2CWCS;-R0A&$OTrBFoCl$TQzGQV8wrh&$3I6 zoCK;iJ15+~+M@b=ETQ)L+warzHl)b`eBSWN-uck; z+($IpeY1BC0kUQwjCDqKe`Fs)MaJY{QL~A<98zqWn-E_hoXU#=MFF5?FyjWxW0qob6Ar> zjRH+4Pcsej?%!8Unp|=}03SYi`Tz8O;4xx{_6DD^`6Q<0TD8DF#kR)}ymGdL?hEwR zShFpP>oFzq*@+**ZT3v;WtgP@lKB1BwpdP;!E%S66Yk(_PTTEQaY%yt!FKp$*K>CY zBWik`{O<$x*MY%9bJ&S5^1t6IjN~R#7A0C9)`)#nH`t2$Gx~icdL++x_+)LW`J1-a zCAMs>!-rQjaKDYVn&XADDKj@wL2C#mZk|Xi+oVnZi{o%=*ibJQ#6T3T#jv?ho z&ai_ONTcD?__f})Ti|;?3Pyg|X1zxP<{~|Qsk;|eQ2yx&SP%j>F@y}t0O(@F(=UW!kO z8Q&o|k?mdq{VWn@jd+0j;&$1V*m_iMLHn)1k;(7B->bCn*~GCmM}0mqd_ytl2WVJ$ z)(LC4eJ@qP(W^mC!r4q%H0rP}_`#nRCQDOK!^h>iyrw-}$$9{mr8DiPL~e7f{WdJS zn)h{i%NqHs+L%JB(n(aY=ewBDjM4imj~884XuI4<529tFo#d=3vC{6sC~`~9t>`+G zuodcxea8fvqLJ!<5_J`EXU;Ws^Z}%DpH{Vf6lza6i7JV31?^^d0*e)R2FqYj0PD;ZO|kNeQ!|g|lHiZYvRlZeooQn|$ls*s zfx{#1P*I)+9Ug-W@xeM$r6&%r&1mfOc+Qv7La9s83sv@b;TB=*P$8G%`hYAtOBp*( zgN%qBAjTfPw4Tc4(hp2YC@tQ3v-b}0uM%zhe_a}FZ@!pQR>Zw zh^5Ehu@c5|l@d~=BjQwu)0Ux!Le!WKHq}K7%(nXx_492(Qn* z1eQZ32CiwJ9fLPs?h;2Zxm^$!b7$i%66|H<7JKl@it{LDZ6v%=djea8jJRy7Efu)sI@K&;239=n84oJI%@vBoz!+}h ziDy8#FUOk+orvQ1i;vSP{B|vrGa|rie7E|Ow)Cc%pmU)3&>{ubz{S>#H)q(WsQ5P5 z$CWZihW0lsQPwR>)IAd!K<&N6beK^ypn4HiSUEGICeBn#e0}wKjw`hIQn7xSvc4V3 z&JuEcbfv=|r_lbm&ul^X4OZE3rdRx2nn3yr*S!!Q13j=BL|Z0%`wSbo+0#+H&6l;; z_MBjAvUa)8dcW5mt&`Zii(DAi+nF!c#xB0`nHJ?Oke>n8h%+4c_3dwc$D?}OUGG#s z0;b{0Y2EiPXu7JAt$b7jWi}MuOzAU*0D9e0c-cuL|GQD(+O8H9hze+V>U;1se`UIw zd~*NYgTY!X=PBneH2bev&Z0I0M1=<%TdRuae>^{9^KG0dmzyKC9G3}u{1JL!l*Chx zGezQsIEDYH#xb2Fg2=2|m<*gyFT2$?W|ZRFH9F5LY7?E`ntpcPubk_BrS&XWMI`1E zGA;S%_&XKvbnciBJt{Fhx2DkbtUz-$BtKQgop+&JBqNxORqC_wu5?SPwMJKaI(x?> zg-{EVCa-hxnR7;4*yeMONlf$DTJg#(zRaEaj0*+^`5{52b}&txG-={H9-o*{@4qieREYvxCcJXgA<{Sk(&p49udY**p(kupKHweGK2{c`iW3JtG1vsyq#Z zdEJINA{U1)f%VsFpn=4^!byqgHFGOow#A-&W~kAcU^VugJo!i=THl1m_wHk+qY?kG zoKYyb4)t`yXcA{saXCca(IVIT!I10-PJg7@^8;6D@}H0Gm$(qMq)s`fOVGdck{Z00 zlr#D31gUP#Pqslg&%VY2)hd^J3t|)2<#xE-RHUVU(P8f4t#ZsQYq>u8F#PHvVmr7^ zT$+HezGjQm39#0;>11=g#6OACKZ!iTAP?GH;q$uD`DU(GmH;1Wj z8$42SQ*SuIZ4m1D2L-$ZLq<(|2+7QS##;BMO-w%wUCW>&wIrwSuqr6!p%?JgkaEm5 zZ^B4z1I>g%WU0}=cs0sGmvIftTaP#}`{vJEOA6cr`M5Ij#kk(uRfPYX>+q`+02XT8 zgmrr#o??XvhNhVwUM<&~BU`|LjP9NPQ<_L3yRuc?E@Cr@#Af0yhAF_$7HCY9KMf(n z6rOQTvPmb2lW69!n8()g_3!aWT%ps>v`b#{jeWt)>pF!$vneLBB$_5{prs>>A3Ldq zmh~RlZxBUTF6O}iWrz{+l^@Hcv&o>W6l*7MGCH#OvA1=ZjFw$X#XJQ}#(kBS{4Fxv zn~dlsVd61;p)&N&G%M#ni6Ir3q2+V_v)@vyLajoAn1NUo{rQZl{={S$)UjK2q--+w ztbLvV9ReCZMPm3v_?vGqBjGZ8h$Xo09=_@eA1F}{a{$kEKX`d>vrBmUNXLLTdXc*v zCdD7yZa85Qx}92UAkqEq?V`T--6>)7>mU(bmjrVw*=3L$tz~|l^qh_n1A87GS;5Xs zG98fGUaV7cx-%i;}xWgdmZFUOqs}WH&{$YB!W~3~0ZU zK!ep=JKmWa1V5TCpp^fbknC)u7<5rQ!oe_14%#Xj-V0Vymm;v{TiCj*t5Ngt5gHba zO~`;73#qwIAtoyWRIE>Bn+c#_X)HHGTlc2uTE)@*f>pZv37x!Y;=`YUYmTYD%{mHl zYj)Fb9hLCGKa(_0064%m4E@Km%olF6c?ffSo3|Z$x^(@7EYi}*y8FQ$tor0@N5-aJ zN+xej6Ssu~OKS|%iZJmKZxu(oG`uz3Kw`Q{q|rtP=D5D#x(C1z$ghCp1%IiH6^7Z> zCk}sO1N-cYJ6ryGOwRYJG(8IBw0e(&%7S_49Y`)=5GpfJU>XdiTHO->0g!Sc73#uQ z*VhnaqODq-H$nj$2;H7hYbrGEN*>kn4%1)Q!O4!d!`vfh49Ou*ILAfT8|kIGT)IxL zo;m+$^Jb?T{i2vJeDpix^a>|1^#U!SW{ElOKZb0)C1p-~pV;d7-T7(WZC!`}TR&CD z++aURnh?d%V4bnxs_T%AGY*7>6}x|?Ey z`+=`a|G|BDwxC2b@#YaAH`q@O>{eTfNjRkZHe5s|MXT?IjZV1P#F-Mdk9(lG&rL}~ zZ8>bu;TkL9JfYfV4X@#=&~)D0@bB{f*$QMEH)ZpB8<>}bb;TxsnQJHfKWE>$OZ|B1 zC&6U=OrcZE*WR#zLID-I5lx}@&ABMgp9>&N_i!|Xfvkov>OsHB8Hzg~X%r6NF9VVFB~KLqS9*iJxR z5*K%eQ4cFaUJkY31ZU+!fpp!=o$>gDVc8*2xHfA$@+UV{VoFO==0{<3+C$iEOs{sw zVgLDo+iSNfwuQJU4W<%4z;n}K$zCT-cf;Cd_V+kvzEyDYN;0g%6sc2Fu0eTT9AIuG zJ(xJjNer<_Dg6fV25w&{)i>_~`5ex1v4*AI*u$&NskI4$gs+ zu}xg6EXlnpU3XGsLi6G&hm;X*$Pbj!fvA-G+pTOv75+N%7ba>#6>O%Vq0?*ah!gT%z#94q&cY`4DtQYVocn?th$`ULa3ENuwddNuKjacHIL236V|#!n@!FvdP0? z0!KuDG2&OJJja8&{ATp0SKA)I%9rCFNSZ>}jb%X1HMxp#1v|gDPmJFD z9l}K`%9VJDejsd#5v-Cq%hnxm8cT4iN^NzVbuQA6ELpxT90td@+*AH}P+iJ=;jN!5 zWI<8szw45yS0%^I^5#%Tcff$3@lNy4(w~J&8rT1(eC&1cmK^R8V{dKFyk3 zc7e(^BYwzI#RrGF@skH=CtQ`vmBGEvye7Toaf}B+)+)4aN5Xae6VV^BhP3^^8m4so zUFl4$DJI}Zvus6m zs<{%q=4k(o9sZ(#e_Sa*aQ!k^$&4JTP;Lf4$^EQ?)#tZBgCn4Bjr|+EgDJ$>?zekNM%H58XftdpG5L~H&Ye>xZhEqyKZrLY>cCV<@E+lqNDBbJ} z*t&7pj(#0j`ZQciOdV{jE@go~X&%R&oHdZa;9-0lrx} z2~zz9?x*uBGj&Ip>}7Qr3-6x zL&6_j0n}CY6sR2mwY$NQzIdOI+Zb8XJj zRa|`ds2R5Y;Zmt zHAM5PkkO?}z^|qy3K0PLMLQ1;6&czk4be9D<;V5r1n#^aYe=b!+t4>romPT7h7 zrNp`CzBe8!H}&R<@<)JRIG|we&~}*)G+KE+IJ}38bI-v=o(m|oapnG|j>%iK3ALgi zoZkkxrJeLIQ22)-jeE2z+Zqr}isgQO)1yFI4@g@omn1lwgObuCTmK~t42pdRD&M^6 zJg1QT^v^|5JMuPI)sjyGeeEbpc+z)yRV&&TYEFw-+G*}RLer2&EInSg3|3y+nf`rk zIzw$a7Yx1I3^bZ-sHg?W%N~1upuT$hmMJBYP6NL$`kS=-PL`1bE<#b}1}*)Rfuwf= z=_qB7dB(_?Zk^+BQ{e_z?@k+ zVRhY&KO6ke$Tk6#-whD8c5wn>G^I?5f&n;+YbM6`TsWW+xvw#^#DBp1JYAz>OeZFI3X)FpuFTun+2$I;mS)6TN^+wC70$~ucvEiJr)L5 zEX@n8#a(_b$;Q3&RWna}Eg9|c5Ll4_R0c?Ut zCw#(Qwa@&YJPox2VnEJ}y+08Kj1X@@1!{4=C;tmLUq@1zt1S{&yFMCADBBPt!-pt7tt7z_HdBNq8>ljGvI1qu>f7hC_>oX zAsui2u~r`dlx1FtkQ14$2{{WsH1uu?Rw8wQ?qlbf=+a+I*`mGn&}*XAUs_3aDYtt< zkfxD^n&ks|Q%ePLUDbJ#m2w*b2kT8z?`5HyktM~HhfIwt`PJ-Rd?pL;mXmbZoOkd) zRsOM3^`{xn+IoQtD8L~X2#1R6|13QtXzZq>0N*a(blDES+Zr9kR93=99bj8Czu$d>o^9i<=xY*8(eJjUw*B<)8Yg4I<=2XrW zmx%T$ZJo7;7ulBX^eu#{3QB!tCv-jqdvhzPbSr&;{^n%^2pQ_i_hbH9t;X~3sxZ%o zET}8y(I>$!%zFtKNGz=EIY82Zj0S#39MRtxWql6i7my2($jE#>jC@Xn#YQWGRbeOE2>Av; zYnW!c^U>d70JL7ga!~4Ob~V7%I)IeH>mpdgndFQ8WT40^STw-bnAOxFKn_ETXsCE^ z5`y5YJ^Ye0w%Puy4$d-DeaER47C(xj$kR zjQ^d+TF(S1M4hjUSzENy&p=g93`DOn?_4*oHo)>6ZGWR6&-?S8M~BCQPYtE=@~@d2 zl{;uUL4506JLVfFaU0Lk5{(xzZ6@=xWb!Iws#xBOiuK>9jVaJvk~DCL{_wH*{FPV` zQY2%#Sp1`0=9fKFIRFQfLiDr+(CdqY>^i4?+#z;0m~VYNo4~wL^9q{B2BHfinMIC; zLy*<<<7|KUcE^8TUhjc;8_a$!TuAoccgA~kdndN&uLVaz^V5+nExdT? zq70)#)LO0(M#lxyDBUjxL9^>F#O#y%%0@zv0+D&Cgvu^Zd!;d9MO}d~c*`WG#ww0SZ<{SW(%LkmPySej_-{c`>Q zJb>&0v=0AVdy^!>7FJ{hKuk(7EUQCDvKyzR0Ki3sv6}zXU)}m^s}E(pr#{`TlY7$3V~zhLI_m=;vwxuO?JH zI@IMh9QN0#t=uT$u{$&9A^uxGUfeJqb-+=g|54g6`^0nL`^ocRU<3Gb+qUKW`kadz z`~gzDB1r~BN&n1oTwkNo@x_(`8%$d3+9}pFeX)hGR|F{`-ccicOx;0Xx6*eP{H7f5 zpPoX79Sw)CE`>cJE=p2`&Ceey4<{0iXc|kxJleJyypzo1(iZLO7IO%>0g_~nfaTHp z5GOd47z-Sr_3W8--loQEpRttq#UTkY@6a1HF7}*f*v1?{A%H&&oTq<>S11f;?b{PH zb6uJk@)9p#5)96OG%1}J&8766VFPC=l#Yxh>!0|=vSJ73V~8l8bvE({@JN#dLrn~c zN@KN>11CjLKR~qygKS>prJph6$yKh4bJ z4lJnL&`N%b7#eXTrLC)Md6`3gxs8y#$jJ@3Ao6`D=b}-i`D}bcxuOIV|dDM*|g}@z8V$@VQ zD&T$}9Zi3Uk-`ZikI6s&4AO2w8|(-cAj=uL$`M&iPd1#SJJszUM^LfSP`S7l!H*6i z21P2P?{7}&%{xvhC5M+d?Lq@OR39x@F{hfI4;S3{NXaythg%!}3_Td8fMA%!zq zMO!c0DJO~LfnK<))%1&G1Z`XGgu*}viu%VrIuW<}l{4)m=;4y6e-a?YzGia012F>- zWb?(hjRSY9S=k}jIaBsk_TF3_l3Celjp`e>xKwPt(?J#Th^SRN?dGWTwQ37c&bG&u z*htGnwt1cI@tG7n3{WLPrk^1^)fhx%n3*tOQh)&Kj5Kp_bL+SqUAb9)NTPO#0gZa) zbr%$@C$}(gTug%QFJNoBjE}wt7CkhY`ZU`FKzk(tP+Csu<*xc1)&{k+;B#gL6rNTu zfN?(?|2+vO-YAhVb9w$<;2E2oaK8VXwA}Qkq2F(EzBL481YgJdG9tSdN?{_iAos*V z2DIx7aG6exqsVR|%x+HPopn@k-2{5wv>XbE<_}>a%uXbs>&wVOjHq|4RK?>C%Z2k< z@!k^S9T$`v)#|dyDZzpx3#2vCIk~1xGWtV8275h1bwmT&LKA*XpMR56y4+@scm+uF z!2cnqJXdgg#sDlf%^8&Zd*JfE?29uYSjnkUwdY4_KHr(*6;OR-@@yko_Z~n{l zo^a`T>`zN;lLi%k(*LSa|3~fRbUZct*^I;bf({#~@7L+V7v?QCBhj9|BCOxrq%iT< z`OyDbAzSl*mce=}PrkvF^d>NjFjk*k9%}4KGRzV_^}33?+l`(9=t)+14JJ8)f|_}Szh_q=4R>#Y*4$pfK8 z7OPpN6+>7-i04Tx!CWL+hb@?Rr9AP$B7A(=n}A zfbCAhe$ih)z4yQ`wVLGHk6`6|i?w)NQ-aSb?wjybG8Zwx`&M)&n%o-}wR*h6mtpLF zP$0vYNUI{Bb!?#eTs4pKy-m)M`F?n94}iy7Kqjt(EDA08S1yc{*wDQ%23oUc6%ND~Vn%EAfOE_&__NPmH<38*fG>Ddb9!T^7N>CJm7y8;)#W$|3}g45)gH+*NVIs6zGf2Eba#9gFx4|t${Dx zkVG-LKIsy(T9M7!sz++*d^J5qkX4nliYL8L;-7K{T0n;&YO_PY|GPl-08-*Wckp54 zUzQ(Q66!cpE-0I~2=wi)=-D}Lacu6uVYb)mH_H>tOq(rcc2sowRY}ED1y9RmHI)S9 z+bzkMFV5FkebFVDYl$sa`tvi>%MmTNviKP7zWH63 zd86z5_QYotS`6uAnYrEqi&wlk+-m3+^$~+8T$Qh{AllXbeh*Z~SNB}o6q2__{M7)- zv0jM5W;<0^^q;(q!E2Gm3PFa~|52?y=GXbN(OnyNS0rxjkr}ZS4_yMVN=}RfDyEQ2 z+0r{g8}DrWG2u{+Rhq2gKB8kB{f8|0)IwxMVwgm#v-J^c&BL)fh!YC79#_2$@8ee< zHF1kKRxI#{1{0G5)hACYih?|_RnJ=(%=`;50fv}n^ERPKtE~bM=Td8Gz6w<~Bm-D( z)XM$FP5ccRAlj*zPJc6L{$<*HhdD0a0k*&rj7)s`ll!7ph~_&%|Gz33mWD6XsoNQb zzep6oR^r*A4m4`L&QIibFOYncrrX4DIm<2H%p4t?Be9B|KU?vZDf;({Y=!Fj0vx9tgq%YUOE*QVd#ZOai4 zChoy?^nny*!T{z+>)o!83~Uy>644t-NEH!E|5guvZ9W5XEyMy=!-8+`R= zug9PN={ynFON#)@?UTk3JXR?gd=Idd)=%iT-&-)}63|jDXu6ecR70kQH5sd+BL$$fs11bK!TWV*F2Dhtc7{hE z<0Z)89QXe%1Ja9Idq6J!ELV)nY%h~2jww`HSM_!OtC6M;w>!3J%S&_3^E!coZ7cz4 zvcyPM-%iSVP8g<=gF{SYQ=Yzc{Z^`GTM#jBlJ>_(|&{2K~|BrJAbMi&B|GRg_*A9yOyf&IgT z45&(wKkwHCcS-@L6vdJZK_LR8naKLL)&M7l;-GUa%tAnfJEB<{AVG&BnuSj}m4Wx3 zRdRrnisp9<0Y1EX?=S;#s?iCCnbf5_5RrXC>J1~mFIFGw*SNC-UZ>?R$_S0PxTd#R zYzTlq`bdjuh0eA^!DN|}#L&B>{yK568FBycWEdO{3W9t(OqrlAIh+tsDEZWNxQeP3=Eo^Oxk4i$}xvo=g+;UF_!Ylm6C%b0D@{u|7K3Cp^sL%2{~;0 zm3~{@Op$Q>cQ*Qjw!R@s@C~!b+v7c(Q-Dp|s`M59 zGc?eHA6WgJ9X!0#1Ci|Z;IVuqaI*IHGOPgB-L|73ZN%Ag8Lq;FVdcqh!B19Ge2T(O zvrX(Z{wx;cMoV-)Q2n0jhi^;ebEpav-)zEm6p7VYJG%;%3I{#6gqc^rvM=+?9RUMEz@r z1snXcrR4)$pGaR#ie(8Y?dK+c-T`YC`V#oA5~)cM6zy|)-AOaWUaNz|me)_UNasQS z5;0=(d2d&N!0b&GVy6CcL|0BHZ`$f$O-MKqz>9qrc93(9R)|@mv7d*v*O}*4?{nw);iz>1XS>) zfy9cvR>So=6_E))!%bZRn{>F6S6P+&l|Kj^CE1mo*P*jvo(sGuw0l(``hp%6RcK|^5Vq=axIML>8W^(sG zp3NhJ!~f|GoC8~mOhNGCh)W}1|CtX9l)yDhr?lUmTn8uEzG`;;?29>TroHK5*ejfx zKlm#~Dq&(B)Gffv8Phc#Ra+qEWzWa|>Jc1o)HtRPC)d5kTUA?Vu)<{UWE`j3q)l;7 z#p+0z6CLq|Vm+Nn5!~R-3gBUg7hc^7=3U;l6`3Y{)F<`3;0+CqL|DA8jI&ETvl42a zL(~v6?e2%w-{IAS#DtYG>VrE7_RzzvFT!rRd2e(H5)U34tz4sy`zhaOuWuM8X?O=A=bxdPbjVP$vj~U~x8F`g#^;%Sg&i%+4#WlK8=TB%Q`^_%Tq0VwBe?8T7 z8gJSMS9i3EEI*$btaR9&$cb~dtvcq3X{v|~%-7jN&dCHj@955__tG`32dFal9G+Su zd}U_2|4Je$8FPsy_GvGLp#zN%cOO4}$W8g_P*xqRtZD`gVvB-t;qwh%gV*Rw96qVE;w*Wau(D zqA&ZcJ()P0VtpGR`Axt6=L@npFq?bWUdWX1Pw>%fg%|Bg_fa3|3$8I#b<@Lp;|>+FE~J6=3+0tRs2{ z=AcJU4gGuozPcyvGY*>IL6U+m&3AsrsOHwt^Q>aw$k2O?dAR@{=JfNj6g0WlzN565Pa@)Ka0B!k}GaI^%oFLO8yL#EXP$OJC1o;m%nh$vXfGB)dPOv zhDt{Nnfm>L;jqYa@^#WEnyXG&+~Dny(WI0EUj}bYYX)!+ve+VOOEE=97qA4uQ5R(L6aS7BGJ^#B2q!QOKs*){NX5$8cOceUf7V(`T~#3QPRxLQCegM zI73_Bhx6P3Rrwl9&yQeaO72o*uDdr>z4qu0Yv>o58MIgP{sTRm$ho~bY}K|$M$?Zf zN$ngxNC5i=E_1>)o(dtR$1vCX5RO_db6HBdQVd+={whe<5Cfi?Li=k3xqdKR^>#y5 z^Jr|Hj=v+<#^BD`6f1d$G7l#Wdk4sva$?6X01-v%GL0RkDgzuo0qe|;1pVNO2ZgY{ zU886-dwl87*M<0}T=Ec9wRf7)&8{y6nqRom%RH=fg18^`lozi1eHA1*#H)atl-SzFcjo`uPh_T zb!R9_iF~nIajuAiSWkw{Rc?pc>!aJuqy0~Vf}A_;f1>n>7Igd{p4dSHnWN}uw6to4 zL*O(-G`ko$X?*Urx^R5Pqx`GHJ-v10ekJs?1ibrlZn^p}PS(ncAYSjF+B!11{)c~Z3loL@5mOFLa-Ha;6{z4UplqL$Au-+ zC!P$c@s`4VvBhUgT>s_y_&rit=l(S=|i4Z9_|sDmI>P>U-OGQ)9gAB___` zaV10_Se&ng;&4Z7>IP&hBz!hPhy zbL|=ay?xWIJf0=ESBd_Q$S-|rZgm}GeOvy+Ah+6NID!d3uazh7n zvi&7%4&udDUlHyCpt$y8KEwTB&^PEOa}Q$%BOeD*t5HneUK|8RUv&{sj4)qhG2aEw zQ4_ke5RMr0Me^Y_Xht0AorOHIOLd)Lc%(6?_C4nTb$ycCNej}mh4ipudyy$(s}9jf zXd}|YDkj(&m|-!G225Hy-V^U^#_!;#3yp<-esNH~zy-a@W*vJqE5w5-L~pW&G_kcSR>%LayOPe&)+AzYNV+5@-R0}cSk<1% zX>NC49`|g{RObl;d$5E78kPe(39W9cF<_6@MAveB`;s zkPL_BB=>xTslA9P)uPqr9)(}Wp484;(=O9kLR7^sEJEw?zhU)3i`PxY6GptPDcZLo z`Ji@di=o4&cX`PY^0~YgL$zt|tOgDMIEdWX<#1FIr;uo}+|Ps3jTO3i3@T2Adbok_ z@!fEg`vpBP@#0+P7!(8Gp)*wCUVl@6g#mXM&tvWMRh?*LY{<%uv6I~Xv6lC8xBg?P zQ2)&Sj|uCd|4e{|a(x^VRnZ$TBsca|2ztwuMrVc#@AMTx=W*!gE{Qjv&tr>f{wsHV z^gp?#PN^}be-+b1)V~^yIO>&fkya}Z|AVf5qc!z>k9V2kTT2edXINgilph(*l2n?j~gDpDd z0;V~|y)zBqr=ShQv_!D05fJ6__Z0D+o)`@0A%sR5?j znktn$AyvhxekU5fUmX7~un;$O>Rkgq=l?rIS+bD_A-x(~lhn5-`9M;@pJHKupxfx+ z>7Prbs@!oQ)_dCo;oOf1b?H4`)&2!D`re_r8ncD|HAn~B4q)Ino9ubffQ zTKAEo`U9N|uRuO^+UQInNlkSG zq>~pMfHKDIXXoxy+Z_hfz{QNBKsyBTPP0q-H5h5ULNxXMb3LvTV+U+xmfa;zjg zX<}XWXlPIXk^8Dds%^os{iudq-G+{(T(+sP!J7|%bv0eajdXex=(EenjBY}ZoG7^N z0mA}bzaeZX;fs<*Yw(!tw!odtBduVS*r|`M_}<`wH);|F+&MKgYzQ;b2^zQw0Vy*U z+jYt!yj73&2#do+tAKzwR_qz*ta@y{-~m5&kdRnzq&7=PwT-*W;Qd@~J>u4TN(WEmDmjR+bidQM>`24|3nDus9HD^ry3akf8 zB^4~Q@Q%YB*4fG`>o$ddO-S5nsv=p!dE4&`dUZ{jd&lF>LubnX`tRnf-#oTz7-Ng(T=#Z2#kFZ?T)Elma}jPzo|8I9Y*qrqDXcfIINf!`g4CxCHd z?=nDJv9GXgig+F9O#H+b{cp0awAv)kX+RlM2S&5z&vIF#QTlZMR1o)JCiAs7_SCM2b- z2z_Y*LKuYfmg2#9I0$D0^p;QWj`dh_G2Z||;;VooKjf^3w+4}gT$L$f7YSsAzZ{sz zkwaGi5VAf45LLeBkCqrX&!4? zu5Ow``^36>zfOTIbjLs7O;xR9%Qw>^+gGw~-X`WVRD0cN`ZKRahugh+{*h-FFC=W- zhk7fK_?fhoh5M6B;ZQ7N2Ik&+rJy!=Yb$fJid)a&0A3Q^n%zg!;`hBbGRQq;=oR+sE(j+yW5Z zHfbPtwfZC}$n*T*fya(uk8}yy7e5xXUgo9z(5==vt8aze`>I!!`F$0aZU2ou!5Kom zGA;5n9NcrK&AD`SaO8dbLFHwDJxpI_Z`}^5%ISd3It#J}_Gm}XQ<2HPH+|6-Xuq{r z3K1Ii1qpQJQ`~@)SjY{i)c@*#h9d!@vQ%Ahf5!d+bzUEKQCFXX|@Fm{xr7Gx)9zwBeGI8A-JU%c;pF1K$oUzfsxdWE+2WmLERyRCiOh zWMZVbT_5J#sX$M25D=BaZfWDqFDe6`DbPqwiZrL*0x>`{XXTCO36u{n#wRF28BmDU zYC`brTXz2&&BV|-rNY$6l+quzEq$Gwbx_YIpPdHGMnG=%weRDHDiU{tFRk_#^e(7VQfJelyv$T1 zw#}12@pcCCAow!-U>Roj{}dkBKvSMQ16a(I%hLGVV8ERL>Hfm_WBzgBEy%cqO3fCL z-b$B8t9x(v=~Gb!8f_{JZR|VvxcdRJP1i$&m?5rH$7waSbR(2$v}_-0EaCHg{lI-U z4c+SRJcWZCMDhL+Y$;Cvht+)07&!jE=+^Syo4_a-`bV0ZD$qea|n& zgHoLt**CtNB?Sd$UD^$05{V3Gk)~TDw=Rj2h*_r@^6ro{znGFGJw7}`YlO!EvJODz$pgRs@Yjr)Y+Z8Obb<1Q z|K+rx-AbT4N02YN>QfTu-&P{geaxsV*FB^S>380#X`XS+i2t1n=&MZ$i|>;emiYtY zu5wzm=&}(cG5NLs;tJ7$4|j^>*R1$=hEG&&Y%((!@kw(xlcuJuIMMJ!cH$#0Al|)Q zc4#=iRZ*0vuE}p?8}Ac6e;ACIntBDLpdF(OU2oDASJ0XNCbk0I!}+1E!|3tzYc1LX zSxch~z8tgA=_=QRQs3Q*7J)**vqEjnwjZ6j-qb!Bl@Q?4^#p_A{$9^TTB}nI0e3+7 zl#qkF)ZnzA9|)fPqd9K#X~JByv8jm!kIJez1hWj*Zl@}(Mr{f+mTffw%Mv$4C-uA6 zKfs2oU-z|ok5pgrHmc?fe_5iRp?%h^GDE_zR2|k$?i>i&DRoKrRnp_r;{53AX3tno zS_h29$G7(*1C$$HvVP;aBjdK+h#@)Wdi+eG_iY~|?x$gjgG)kf10{#!`f_op!}kuk zK)Si8vmYH#R5QC*X%jX>(~Sv5n5wVO`~pG%s{c%onOP z46?f04#eC4(CB)}I+E>O?fvch^d?}bvKw^}_Ca7ie`ha`R$>%}wbjZNAJnOh(990e z*~c7JfF&7@uo9Zm=7U)Ri8RqO@fl07f9V-cli&rNj{nu5lWZoiTy(PwBe2RL`9k@T z2B0O8V3>7lWrNpBq5R}UzYvyR$d!FOe1q@)E>=%br0Cg`rtIaQ$0v(-H=tJP{F?!F zq=_}StYyWB9tl=k{))7I{O^%xxF2LzRtAirB&L;6J`$@$Rtl^P`G4z6^vpqMWypLd z{^6n`VEwzaZ!c;n;Yd#x9iX#@>yT5r(N&XoSi@DpZIf*eSCe&jyl>*X73d{pxq-0k zS1S47JcE}Fj)KqHkKOe&9L0dJYk1cr9|SM8Q~w1=qHMwn9j!I2X5DQncl$3wV3vu% z9FSNw&))OPU+27-QJM$RO@|o1U$nRn@XqpU!8y84Jn4`k;F=be?h^VR&CC2x!^O!f zOD3^qa4;zdO`c5e*Lvd@bFy3TgY7~{ksd`~Ciu5By%#obMyl{b*gA7KNOm(4mJ4$e zD0|iLw;wIY_x=?YH5%CXett{Fq$TwG1tA_Ki)miAhn9Y8)N;+N=kSCKOjS|oM;QA{ z#H6L@WOef8)&3Gw(Q)V;={eT6L&z#I65nbh%gTL%8RYzW`l(Iu4eBmTsTtjRBc6Uv z^o!!Df2O(Yp_bE^VaGo?d6;s5rsbtDwKQVNY2Y&r3_AgJ6jUoP+FU0uQ$pflT@ySv^tTB$Vs0NzP z96qh+L)~|{#OQ;UtrhAHv=U8>xX~;Zyw!2zWsq&m+Mqsa;xXz{5$auD(LTTOb(Wj? zpW>=^`opcQ8ya4aRH5*N#-Pba6LAyYZ_*iW0 zi`)k@4q~X>71+P0V+_&$xfVqp;peXARtl;8KEpcO>ADJaLi9o)C^en#2lyUH#$V{{ zr0*RuIJrdfG1xIxAJ$(2NO4SBBJY>aIdY)qrq`viE4@^JDEJMV2=E#O!Omp*LMPt+ zPq7l&j^+|LhSF%JgI}Uh$rZX8vP{(Oqj6vzdvgXdffjT4!DOw_ zsUqs7B^7>k(qDUYNy2W!6G}c%w?n9*?M;}5;IA`-CEJiwrRp75f(hNPZHY02INp5~ zej$v7w7yLVp7mE=0kX`Sbm_fa16r-oj=l{R(3%vgI9$GC_6qfmsAMnEq}9swp2zoy z2`juSUP!)fEvC-Jr^0JyoDz$B!@t+^9$>sdqKDonUSp(ole6-$kGM_GuL$n*!iKJo z$}~A~7kS$KrS86`z2WPWZ>$0GWg~cy#q0WxKH#?leWcW^RaXP7R7U3u%lT`T8cX<} zn-n#dQE&KXr4!vjhVZoQK-2jZAQvSD6qm!yRGRL=%m3I~2s*)XD7T?!Qxv!>;3Q{G z9nz$iC&fMHvi;0LT^sf7SK}MIw`%puJ#{du+TVi|#5N-%Px{A(8iREuBGrB@$`b%h zVD%Z>tYWj9Y=T$=xNY~UogdP$L?%0I0ZZNU2V<8x<^>-Q{Q1-71t7FVq++3{&Hof6 z{7*rb;om;av9DJB%2L+% z`z;Ey*Gvh6-c=dh4~^sB31vUzTT#|$H5`lZyzH1-`QFjn)T4r<`q*fzNYM+Y?Db8l zjw^JIgj`?@3fq2omqO^vq^|gBkBStUi;x5FNI@cIN( zLh$8tcO~0RN|Ic=;RYS>_!ReH}Ch*Z*mN|!~zSM_iGrH+}h z#AXLsarTDaPMDn~)^NS@=gdWo)>T8EHi&$%Bs_KFq{k>~ODDe|iB z7wR65*V-J%z-04sS2IGq7;7N<#f+O1;O0@ZV_0m04R4b(>_2yMk*o7E}$&Y-PTV6EQC z*`=On31#t!J7V~u?)UtXx{_-qgrM~t!lMiPl{ajE11_jiEx$PS z8dKXRh~-q$v}wFf>~W{TJ<@dP`O=}P8wbG5W*^#-^tMeDOpO4CQ$9o3bd z>A>O~Ed{%h3|@r&JLCdqN~Fq@ap%`%@mxqq$Zwe?RNAv3o;^(5z*&dHh+dB&twy_( zRFoFj77T`p7-KFJyP9?0)vuvOQ)pYQyz;%w9WS8;XYr5=T%rXK()Wb>B!ipAs52+| zj*Z0ggmbcEvK!)PGYHJ(OTOR2AWF!|O{%9)y|egGG)E&@=N!dcu55z~zd5`-4b0^d z?rUKVl{#guOLa=h@3cqWb|LlLKy$>wgYlMKi~H1DQtPF*dg?+Xjx8|%=*QAY_x$Wu zkSFzB0WT=#@|WUSkv2t8IF^wGeV0u#8p4g25%vlBA~iRE3pWn_-uo}_&d^8@%kxIK z<};XgN@q@fD$KDuMQpk&W%l$&LICVo#r^JGLS5Zk^T+xJq)s|)`7<6@(ddm|w+q3} zeabe8JE?3fOeCu6woI%qc0VBJBcJ@suFtkw`<;#2$71)hfZstGt9;qs^Kdni&V9a>FWh8) zH#i9h1~z9eRL6br2O{OyJ!pOsT8JGO5S+sXq%?HJte^VY5uN*~?)GQumjW1bCcN+Q>{XCz z(n1Q?j1{Q0yoX^7pd~%ax_(!9y0?Vl2 z60+3^Sz2u{xmDN9^J}T8r&49Gk-)lqnV|jQ0dD9O+TQ|T#s}-0d|V3At->1KJNLO^ zEBs@YV(eO$@KH;UpqQ2L4hdECl|N6c+5cOTYK*6mQSqhF2R@d>0GB=7|q^R(mcE_tq;|7S)X)4{u3HRs_V`lO=9j_W*yD$wwFd^t9rSZ`W>yZ2G<}M}X$om&4iy7%SITCIAvqfq ziHYc13Ct(`?Bf7TA`W=Lj@_sn|YhPKJ`?5p>FNY4k?Q}jWD7rJW6X%zQKJ%+XimG zFi5;#&sBywyeBzsh{-jo&zzary5Y;dQQ=J9**>eVHiG7n{cQhoQFX_ZT)k4l zhmvE0%OmDASNV90Kh44$LF(<$mg?1*=Vmt(Us6IeG2VIYc+z0wchWRzf*D==-$C5mkV$1$V=9R;kLya!AHDpz%3-3yc&C!uGNr9 zBBNOfkIkGCL*u{COeHl1MTX30CNXq zZC2yVfuAKU3}A+ZEW&<8 zi+`XCnZ7BJ9PSk#nI~a-p*NIx&AphHWP`~mBj=|7T4W9mA>;`NWOz>Wm3UUVRotmP zh(yO+8F;ltEp+19jJF7x@kgr%RUlm~CSYw){v-axTx^A=i$%6xGgK_2UiFl6R6N8h z^aG@Vj_=PMfwXNEcu}Be6)+=l(yv#QVxSwEO6@!M0)cEtx3^GlwnQhSD0>9N zi$Oixpq{Gu8bEIZ=^X@r`*r&~z%;Z9XxTT7Mz{Az}2|rWFIfVE1MQ<^U;^rc0p;VDf?D-dO5FZR}SpHe@;v&@Ry| z-AOA@Y+LoiHCQR`Cg8PAOL67%!tIZIJGy;hq}1+vBpAD_+9}~nd~~SYX%86V72RvM zG6K^P%M*`HI_WM4aY6o%yrce^Jj)xBoxRz-|6b&)nWKrM2tXGzb#&ya?um$#6Epe| z3V&9;G@4w^lZCi+eB?{`x|yTyWmBN#?YOa%Zhdk*AST|z{kn>&KpxzdsMl;RQj`}2 zDe9ZnJ>lkAF1VPqT6b*Ddj!S=94;%^m{pZ53AKbCg_}TunhIcQiJH$e8!|H{E?iVt zqkE6p`MwN&1nI`?|U!~Wt_p$iC2KucmH|O|qj{UH zKz=R>JSeyqDJ!s1KFCwNAl9hsyG>vnVlXrrEMqag@n|B`#QX&yqlur-%ud8l0~LzU z_tWpLv|2sHX6yiNnJa+J9+y=s0tQi4zgznuA{p7R2eJvWkn%t3^0_OU{oB34n|#YQ zFL?fkq#KyBaix5&`wCqW@s(~p+wuaYuc+0fY5Oe&n>43$`&zPh-^k^Y!x}(~iDoKk z51>303^$?rE}3W&du>X10ByhP*|F?cf*vaXF1U>id$|dJ@chXbeKE(5io_^iJ3r;Y)6oevlov}9+ z^zgL`4R@-LZOm#)~v@eUxb5*rv$UN;3NWhMM03U;*U6q0AA5uD2%b8 z+UwuKU|j*R43xNMbyMux#Be@5C10?a;f_VJjq>ipwH9sn_}D%0Pjt)+xCWTQFx)5q z5M4duXc|&2fdv<^AHC0h@p}s{vb2quUH`53SMlx?@3VJatZ6AlO$2HQ8cOo4#=B2u zmvzQtwd&9mH#5$;OF53*YHcamZt6EU2&0>j!%EHH_5hTSP@GxnPdQw;V6;27xDP3H zBQ<-egfkrmKmTZ%ww=@h##qE^?>;CB&Dk0aKV8<Q0W7uzX%r zW@Z8uM8!Z!b3lsUK|%D|en`{F-H_Al14C5<%jc0Ew{s;oIYi6U3$>563ZkHd-NS0p z0E=gg)$erlF9oiBGk7RezqfNeI6uDua2b)OX?-c)ossw9-9Gzd=5KTPfop2APv5g} zUI&5+$+ZaPGxBjJadF>h*r)4Po?l-yJLJB0?BdCvx})qx?x9mVcCE%;;x3G+{U*QM z7-H(QVfR_uYgS62o?jx8;P{&{A<>g%y884!-Tay1VocgB9n#V*P7O(1#dh55a=ZObI8IKK2nD?=hJc5@|8?^V9{ zO8oBiSMkmh#<=ji_yIC%-=pcd&Ni(k+)Ok67C#0xy{m$!LzcT3k9mvUg5_`#X@Xt>5~#4pH+>v|_Wxa*i_Wa@wumLC3D zix^VetPQu*XdUA~TW9XK6*%Af0@vn`7;F0iU^_|xA8(bS6r(q>& zh*U=IaPp>=93RLO*6ih*0iaPbn@sM1cl6X-)o6LS>72a};2P7#hSq7u_#xaBew^)~ zdO9ua6e$j`N|7zY+5mQ+YZ0;u>1W5;R}tck9uJzD_t_hg^;;ut4EOPigT6nfYtyXl2c!YD26s${Tfken0N5t?nL{9s8;k>2z5xIpzHuX6N9u z>7<${=L7>*+-seqVG@1-T@|c)@uf-$A5s+fEzgdCU}R0R!;u5U(($j^GL)k}{DsKra-VW=koE~uZj4`1fg z3~wppxb?ndJ(*PY`WTA=pYBusD?0gvx^5@xdj}17c9iznr7@#(1{iZ5^VtoNAp9bIP>8hFZ9~bR-?n5Yh$|E4J|>zRxX({u2Ft> zTm4#V;`-mksFCwljy{Py&Vnn?o?Rx-oYW{Q(Pu`-5suB_y=EGg8F0D;>b+{AZzJde z_>O7S+p`8=yz=`4vJ89#3NZyZ2gA*%8rkby3PqA!(OLRvbU`Vz_AG_MkopauioP{V z{4$-737qUS&}oo0Gpuvk6cM31>dNzV52 z22SaGzUPP*9)x^t?$h@RoG3lW4fJkIt<2_>7#DYD^K#_*Idl0fmhn-jC)?3SvpXF( z=G+Qg2-Cr2hCxShtFxzY+(OfNu5{WL^LiviK-YhLst6j9QKjC!*Itd3g9np?n4!%sbf$Kfx7g)$8hr;(| z1K#a2+h-`Iq^59%VeD18QMp>p=UrJ$gvF=>z11EobD?c$@yX*hp;G+T7H=wh_`}|iU;@R#O zliF$bLg1y)I z#HMIGGHqKoin^maWY50l!;>v5xsvSWr~8g|{0fQj2( z8du*YrJHtmzo@{4kZ*WBYjHjsp&CuW)uGZrJto2g)wmPs2-T-!4>Ge?(NJ>Nb6>U~ zx2n3|!<(YBO><9wjlDmu#ZZUj zf8#!&-Z3^!vxqQ3V78ERG@Y?(hE?m5d&n)I*3A#jIVe(T9HDUYufp$9hUI_VLPYKm z3B+tiUnb)adk zjl(9i4XLv}_XG_Ue=oMum|wH~F6uTb;HI!dUwB#wvMxX$kn_k?Os<4~E0niP-mw?| z4Aqu2^H?DQ_1W~H~5FztKAXo z@^R}^Wb1E=rX=$WZC;A~Ec7h=wSSf&UeA!#rfZ3Ji>=Il-uSe(GqR~r-fuk|5uy;? z9;^Yl(EphSWn>XKlR4{d;6I(Ms!1F5A@-ta|h*jad1q~w@v6|ieVzp-;K zwq!bx+X+M7n{=hGumCSQv+m)j(`^HI9A59%PdPB`RpHD4S0J4jau+BrjV&&e|5+$M zdwyNza#9YN_=jeE7vnt^th-qZ5rR=4+F*EoNb zMiS|Yx=C4yG-U-03GLAOq8>a&-P6c=?&ttM^vgy!z`)M`m_Gn~ILK7@&tK?uBM(X= z$CZ>c)27kfe-ZZa$*fgzJ!Bh-%e04mSGla`r%^t|~YHj1YYJ&!O0%(MEc&L3ZD zh-9N^K*(3}(G2cw0>-Lf;ghhm+Qn7}z3LvGR(!0^yWXHPQgA3>4Gjg^u*qP3(f#&Z z*i=&OKna!HESNT4uG&kCzwpkNcOWy#Ut#WJp-ZZprY1D3N7 z0MrZU^`~E|${`+dOqLcoN7?386NM0?&e?36@SoSim8z*1*WG2;0y^UEl@4EDW)GSl z?_b6m2?zsUtfDidEz4QteBgvq7yjY}LN9qzeS<3gV~jB(9~u?eN2^^JI_O^_A!X_w zR5TbxsG7rx#vmAJ80b z^1kNX1O-;43DR``5A<&+BCR~FxZV!7>L*6vK0f1OZKFI07cqTi6cuN=j3 zJ1mYjSMIM0PwOF1tG9y8!GO^xC!|f%qM^Tc*()Kj zFW#O|=jQ%jb-9fTAvwS`(G-5SWJx~ukb$1d<(TYPthF;ZuE!l0;F5~Mk8$@8Kr{40 z-$x~kBk5JQarvLO#|3Y@OJhea9F=P<3Dw9X$2QrK7i8+p^-IXPcIFZJJNhNLjl_i# zq6#Kr0!Mxq9gKh3f-pU_M~#-#tb<^sld>&C)J|7v!@xv=NjG(fFh=lCfnU&1>&)tu z*p9tm&RFNNCk=6s`4Y?yOVZZc{z^|cyvKD*<7sTEwC7J`&~NfiKF6C<%`L|AYt`?t)ocb^MfY=s$OzylgKS66K*@DPW}bHsI>X!JHz~cs79KDeU?VA^>>Y( z4Y|voitGau5&W5c*IJ4!tj^vLOg30@LB1I3wj;b-H#Yn%Tym`V7-=B9qC@;CLKbap zx$lb=W`{VAHoT>BH)%cp(0|X52&-kp@uGS$&RmoNvVWXce(ii8GJB;w>M>rZ+uB?{ z623IWwKg8wKNfCUoUXZgn}Bkyju>`oH+O4uBkS z;UtMjlBO~vD%!+1bEI9>N@ zM(nK4ReyR=Zb6?(Vg}>ZI%e}+v=TL*pmCK(ZXyJ_k!1M~4x$$O=vPT+ZK(15Aq58_KcI}ckD_zx4`{2s+l6LtHpMMeDSw4qc(;&K(8p@qm{W5* zu8^98v!D*mxX(oy%q@m5a_WbP3w+dj15j)C0JV}Rmx?|PgtsIV-HK9}J_?!jwkM^_ zGRV953O7+5fEp3g(dh3ZTCg-n0jwhtgRQdXVZFN)DXpP@%rfQkWitq-}}6 zSZ9cPz<%tHS8RW37DoFTO+9&9>8demds@wmWLehWO)q@?0qY}A%S!?mTt0%9a@`^&IDr; zin5*6bk_uRZ?iC9PuNG#gO8RZGe5f@0d+P`os_Bie(-t(1X|0(kELMt1jR?4QZqvi zjof=VsT_b{-elQykwb9XP^lcBAK=0v@FF+98?%~A7{_4;lM8+2X(2nr9c}rQX2UvD z3-j+HZKY>^x{)RksHxcLNimp?L8>Y2E0y(9?C$kA#feomFVdW{LoxD+HYQm z+$KX6%xt8d2}TbLc}@Esp-zI*F|e`Jt0Rfdey>>Xijr`#i4y?__8^{IA zuoS%73RTg#>epUU&d(b3-laW}rjC^)oo0nqK1Zc1wFAhMR(#t>Jxn^dMGbqM)DvEj zwx~}sOpe9g@6}nV66wjS7*=J78b2QZc`(*_-C044Lq-4LyE?)v*k@gxHpgi)7QHZd|Gy=_Yiwq&(-*^VE-q!)28cRxGDJKtHd#0r&%3D zXMy#1-*^tNn+Bd73b{XkKlWa09KH$`o_K{NxGw`^@X!0K0}DSCzf1(u52UERG;}IT zs&2_DPMj8$6BT9s{vfZSk%yE&* zqNv(ViGjIypwGW(S7Pp%7jd9~Ea+_!T5z!n1KWfd1JG|b>5kXih#*v8D!(?i&RB(u z+JFQ508gPBSM#(`5Qry|E4m@5tm*BNNQV3XkwPE;=P{=rS~dIT5vBvc-}R=}&Ru^U zJ|fPe?1iz~#)O8E*_o24|4IcPG>TQwxUpa}E)*4_EU=n{uR?(>z}Pf}2DShW43|F7 zv0yr16TJ5qOMBr9KuvYV>=&j*@^x)kBr!{MFV@vuECQZ}*DEQd1M|+K=8qnNB|1Ua zHe&7=0WbesYSyHTI*{rMVo5iS^-E41;nArmB<5l5Zl`tx@;kJI} z8mU%ju`7Kduz$S^=Rcd+lOu#KWNc2qr_kuH>;QQbSoDjGHcv`de1n(A(KR6-@IBj? zEse%vJp-=iE4#JHPx3{-`Jc`POfO|ziqY?ktx7JcVU$SJrH*1QqLhNjsN|Ar1>9TR zQ+rr#I{zvrYfy6je*spn3CTf=boXjdwtsAxp`^lhs)&Si`c!lQ*Et_J< zj`USAm8i^F!I^nYXmZiEyNI&g#cETlR>P4-T5{o%U=lf?%~gy7bAwTqapqq1Jki<| zs?3THgQwCjfAhT^p&HA@B)=Q`Gmukb1(b{r?7+Q!IRai&<^V^Bqt*&fjX4Eo*Jm8D zBDm4mG7DV7q!J?8yWWZ@Z=@?(4EbLgS`)>tHUKZSkJ-%g4S}cTpNG1*?6^!yuJNUT zTT_5T&+~*14Yz4$;@-CNo=lSYp{QKSO)&E(HsSJ6*UJDPOt}K7QDjcFKH2Yf`}Yh} z5lpgv8jmlcsxN>so_8?J=sq=2Fbd{glg#TIQDbS4{%W8(B^wPCu)&}e+M)-1$h*K0%iw359YaK)NUI?11MYk2cvZ|kSK zaoS0cVk%I4+$pD$_%AfTEKf-=@(IttC*lphXAxUam-N!0^^40hCF+OcNT7W?-VcAd z{V-NJ2-G`K!meH;#X#z*WJ}`v8th{rOpgX^Xf(Wwc&rHxOJ|_j`9Hwh4;BX3M7b0x zbxAa8#r%ucex`14-K~ZRMt2&&i>eq(W&r}NWDW2MzD?Mm2xfN!ryQ=e#v@R#tC9@P z&j$+Rph@2(P@aEkKs*2TJ=7rF=w1CLe#SA6O6Id?>c!_X2HpwM{aCoG!ofPl>|{Ng z;!j*eHDq*M1>fCsaeKxxe&WXPnp1ql=q^@at~_|leH&0padm|aPG;>R2j_!PthU^w z!5;Xi+J8#W3RMy}*fkR+ler`p@xahJIVgP&UyK#CXuVLWV^K$UT-3MM-YgGcOEybSTj-( zG4$ zH>6g_wdyzq)&01yW_Nh%jZN~x-!N0@S?ydZNc;jf*8>5*Sjo$=N z#4V&yE>B78EuIc=E3Y)?$;8<1pS_s zjdqQ;yJlS>*-uwbq!ZPLSG+Oefks)-*zWPncKfU~)cEnL!(qXIfijHv0bE7PFjKLI z?VfiWefPRy3as;ho?yDI)a*&&h#jUYe2#gb+aUaCToTcK#zRg1;C)wTTPHT!Zkjy| zNjao<8@I1LkvM=6?vef8@o+y_f1pp=VOY#Xc_lFv`uuiAbLi~`#~Hnl)YMKUWy91F z-G`IP=gUY)!sZ^g%UN%#ztv%kRK0bZ=f`;`!Cdz_)@&0w$M$r^HQ209C5|bEr};^P ztr3#@ix;E7BFEeXv6O|2H5#N)JgpWWSv@YBJ9J$K$dg9^{*)sALqk`x9L2g0c8I?? zfpP%K07A@H+!h*vYhY3DxG{F>i#NcUs-IkMk&BgqyZu~r_)|+&Li@LzMQ#> zXxf8hm8`4W4O_?@V-j*XrJU}Bq400;qYPw$haUiDAgf4jg?|?5I0Nr!bPMe7D5I=E zM8DGCj`ec>3CETshtfMMMj{W8@wO`+jszDj(3hl05x><12SMgCc)d#FL^*Gpny5N& zv&u$2EbojXtS{a12t#d4&0SO-KzYu>Gvq_0C2c}rT ziX+pIB|42@{lQ*XAk=RI`&xkRobS6i&v1g*L4eL)PqJp(A1uY3cZ40f`Sx4>$xs4P(Du?R)lP0A|^ zybdm}08rIaz=bDW4_GLLMpFa=302Y%*bD>JFOr(;lH*Y@4>)c6Fj(|>1uo{QfbDN< z>QM+hRSlDd3NMZVHc**2&%2H5P*(dIRYHu;%vv*0_J)4VGjsjaNgm35ezLXeb{L1%83!ur^r_B;Fz`dZe? zEIg{1Jkr>2M1+3Ft#mXzAqI;-TxZPxDR%?@Q#u%^A{=o>Zo6yI`VI}xjKOxP3!vY_ z^?IMmUO#Ec#B4GMGy0UE#q=x*=al9`KZ)qv)}5fEwY5St)CSWW7%vGA6P$!DF-^J)M6oL$fu3sGxASc zzkpzl*&jFJCo=m1*AT8zH;!!5U@`s>b;d&s#qi2c!JD5HVv(hsU_bI_3BWW6zFjk! zEH?IsF1WA)!T^hvi05GK!I!`ndp)3rT(15tdrvvaD*vYn!%tj?8|!e1Wz9cmB?NV@JIz2*nHPkPX2qp>*%hzFl(j#We z_N34a_U?;QWiFr4wR5~zTEnvAR{bJ7Te~QDMBGQUkr5y=Ail)AdIPh@mQ8@RvY8kkOuO{z^o*wO%M#o~B=~z9~`^hm&DEh%9A}G^_ zPdoD!-WK)=)$-?{pvfcR5o)EEoEW_{d0f!;I97pRp`NUfDOicKldp@yGs!zzS)EA7 zqxPh*B9dCNOmJV)ZoC}Ik+#~w!e}gh0)RNSFM&_s2(QT+f?QgXl3%%0QB>ckpm}|+ zhHBl|^&9cp(_ZVCwzZm`-0%Z+Q55YslL(XHByYa46L?7;#}3YNKQHuMc%%FWfl4Dg!=3G@&!Ns^ zz(|n`H(U`IIS-6r3hCaAHB0ZIQ%+VbvLv;x%|*5NWVsYDHHD!XdQ*Y=c9R&KDXIne zvt4e$XP9$_IMsLr8EE5|GZYqZo~D_sq01@SKYS`qm9;!um)ecOtiy*pXa0k7^MFkk zjgc`IWxRVAVj1SV@u?E~Iz$TR5lW7{nKd-nL+3b#^EF=(COuyk5|1RD3bQM@Tc*P1 zbRiksCMEnUUtgKJc{H)mTb1^fS~zkK?{51bwmxwTNxBqNOU6&`s`Q^9Ho(2zfn)*L zWv0|)3dytaq}3a2*xX&LL%qG4R_MFJK|RpY^FAc9;?WHIqX}-@;}5u@V|x9h!clHm zVVq;z>xNW0HcpiUhD4)b$|f;TyRl_oM1?ag^cy#i2$DfxNgl75TUBq4n2{^vbRS5v z1q5sgNA0TCfzyemcaK(2@)Gm`8hWnMb>S9uV+5~DoYf5T+jz7t^2hn-L9Bm_1^1Tv z7*%y{Ws#Ni&yP?0!4fu~9<7aNEr|&N$cP_89~@q~blcm*((s|x$Q7(x^9%0CsoYJv zt@4_Cu%jg{J6Y|1PrJK4!#IrO=l$~FC^3(Frw92I9Ff$!#MZ}+BH5O^@wC~p^*O$2 z_Y@A_!?%{X#n#JigS}JyWmNiP5v3)&)d5KZ3&%gwyDJB??(<i}F@DAt{_gsZ*_sgDNTUqIWbd@-b zy+{%`JDK(P8Llvd{V}up0lrml?G1Ro#&s0!6mZE7Xf?POG&?3KR9Y{)3Eun^EDL6h zSTy+A$e>yIEi{Y8{V%X1eR9)P+Td`Ovp6D-KRJ=9bHOg+D~iJac+@=^>UW)wYgwNc z9jZ4r>)2gsa1NA{Q@hu)=LqRt@-G43n6Eh5S{3y)S3(H8m3WP2^X%(pXO;!$E9tcA zLbzAYcY(~q%zwkLN*Q#`D@{zWY(jQ#_TWn>}XEIY*oWYO?6qA8F5gWUqz$BE0CBD|~n zB0$tg`e4|R@xfzVBLE0{37=1qCx`!ozggp^<*TV6RVQNu-L_=#DCv#7ssV>@gO9T5^^+b6AZ&~Mha0XvI z)&$l$ypnS_tcz7)S^MyUovC;nI@jQQdyEK4ntoUm`}c%?wBz$jXjul%#d``~ z8Epoznds<#)cY1adI#FGx_A0oO>E^x1LC5M)xE#R4J5XKa5X19p?92*zXAUy8{G7C zCqU7z5Db^-YH{;0v}zN-3hF5hi@NA`)k`4c%upJ? zj;-ll!YY7Z7Taev6Xqv@78KAT>taaVCDdXtaE1^Ih0&b_)mkow*rxzI`Xsp*SE3#T z{A-2$i=q{I2#+>y;yZneY`y`bZgmr2wzq-sj*+SmxRZnlRLcdf)O#4-ZMX@^e~Q_M z3x`6`DiP?`E;Z^iq4bJSxRXc+z7E?&kMcX13lJ7A{!K#^4;}*o;!LRUBydp^sB8<{ zg8B|>@KoWk#v9u+0M9Yu9Vvz@aPKOEAhvyxsNW??%+HxZ?81iXBaGOK*J1jkatd$~ zNdPb~0q*-9c?PsJd7#>Tjq0OjGjhoS^6hunB_*s#P~Q}{d3w9E=zQZ*r^4HTxmw+2 zbw6pv-^orf0AB!W0#h&^f_3}R#H^0C4MFhBhGpqVj_Yd5U(j_X+IYELI?dpe&;=-dq2P5_xIoXnddy`oaa3=@8|uT z^E$6bkH64?R>tYmy+zt0+NUC?txX`z$!0b{(iX)G0WiZi+9&yl_V#FhQf$8FfEVpk zT$qoh6OB_BS!)TZX~oggby2nbIZu?0_cMMc&k*F{q04NLCZpGK@nOD3$v(J2dz*&D zsS1OI(F#zp05M@7F44h9&WYAX6=}j>A{I6Y8(3;O0Bxsd10edAkAV;iNRVM2D}OCBXho zm>_qs_x7wuCkhJ3p)~SFIksv2TZbyDgO3ruCHpTp{JGhZ!VFQ38hlzLu?p;bUD2)4 z=kwQTZ$KG}<#PnzEdvEP zxz#^>f6-2z(s}-NxRs*Fg^$a$9ILp!TSyIE zZ`GIuuw$>nwTN0@ZMp*GBIJy(6E(lH__)%zb%2O~t%pDDzSE!w zK$k=<%>CMDfvWK1vQT$=hSlfBYer1!G?^m-6K;x0G$y0;X4QLSgPBiJ!mXzL7|@-t z`A*t67dU7QRxv}1bStvZA}0KRFJPO{Z~ir6wh0IOzTi8^j?+#-i+R6y+00604_md# zY1TcV_ZUYj*{n7Rd)tP1P8VM($v&{WI>Ygh>J+D;tDq|Eo9XWDb>~QH2$EXVjdLgJ zZ(C4|kM)L6DclY{2a6;3Ra~h>v_qXcT9 z^P$7>;1uHki0%*JykskjX0mK<1^sSvSka|r$h?-#eYlqQFegDSK%S|K{${%5#l_Nz zk?0YR`}vz0O*4%8i;OY8SHC6KS5X@`jjDT86`d^9LKEowl&2ct=?05=C-%> zq))BZFC4$H;F!PTKgr=n8JPjTT>RR`5SKG4D~B3-W03u# z(H9@=866k$3dau9rkA*9s5QX~u~CfmJm+%@AJ0=>#y>-z@jH6hF*Az}im~#qt255K z9LBunUjnqdmBF1D-0B&GUv~3;i)P@>h z`CiMOD`V*G`UqPu3%Dzvc0Fdl9cI66B1l#H#eH22o4DPg+mq-WJ)*aap?T+^(GWJ} zH@HF1!BvUTJugtAJ#9yR_e<_AR4)H2%y>oM?Oh1O{+0!geq*F=Cv0ySC-~*Oi~dvF zk!|AJq`YX7KMzt znV3KKc^j!}Icyhyb*$1G{Tn5M_XH!GzKfdEmXDSRKM)01?lRgK76`y6+jLVzd$Kyy zq1WRCABdF;*Gae$Kh|)59Oj?!#fadFcrie4WmQcHvV?%9jP()Rh#g{FYGCl{*LZqb=GLuHmU4*+f%9X zoa$udzY>*R!q)KfQdV-_LGl`h-T1WYAJg~zQbgY(^J&eQktZ|hYJifwM2?!d4hwn- zFVA5S>8RUv-^$!uIHa{sf)#wWuk9ly(*(kZ?}>@V8~!Q=S2NB{LJVN!~073 zMz2nb0R7iIDNJM$t#d36vhZb{2LQ1&Q>jOOdmop_lY)pTAWxA1?-n->+>#Nk2|>el ze5+hU9^vq*FBVa;eElqdd9qxQ-d@&tKDi!j;4?N@5(9r*@C#5)S%S7TgZ2w@7iK8IN(bt0 z0&%-<nu($;yvho$m%hQMv7U3rT?6VAct{Xsy&Q!E@5&f;W|bWN zPb57fLG6mXu2Tn9WQTI9%~MOIIiVtt{c|U8T6-!#=6``TctMUCd@U4L6O@08Hw0aq zY}S>%$U$^$1|7%jI{JJxLd=>BUz(dd@F7)j-hF);flIf|@I13VxuxrOeCajilV@JJ z$Qe|_s-MW2`^_LPLln1l_mRKnBrSq*R{6+h4!%>&1k5ZFQoZIBj|zl;8vs(FCjf<& z5nY#*OV%K9UQwvFG!ED>kPtsNw`=)h2&eul?FNrC7%7rI@>AM@^`}IYY2r`)4^gaL z3&CTZN%VsOL{U+@$IgEPydI+u7z?OY&mQ7d3=%3s!q7C2uh=?(xCY2KQc$!;Kh07R zuoS*XTH{U>{Ns5#|MWNY**ue;Esq)f^KCEjs9r|wkpKQrKY5wq+%QV)FvBM8K!1R| zM2he_so!2ozL9Hh?a8RwjDM^7B4(&;Ohagkv+=Tq`*E?OTNzu@C3)US+;neX%ch+*lixX)k< z`~}^04>dhh1zqL6#IS>?Ku2WIPGrz#{H45@82)syAw2CaRPS``;JlmCIVBwU7`$o5 zuc=h*_S14BX?E2I+n(^3f(phJw7Yfh*;%IHA z0nU@=YII7ncO~Jh6#PkNU-B3=+wfKuHy&eAz39r$HRmgSdt@dN7%1O>)nj~fH3H1g z?EqQ}5rO868AH&5_5=@*$m+Hb09Af&wB^3lG=}U{Tga00dp14__lJS-4Du^hg6tIK zHC@2dfk;8`R^QkD7T&Ty{nGY_BGEZ|21im)P`Se`7oJ4*? zlm$;sZY;mYmx*xO#rXCFUV2ll17Wh=oD_OWb>XPOzD_$qCHJQCOYCUn_SqO`PHgjB zXCP;f2#!495fbXrE4U{{HS>C9$MPljONp?;1g&ENw=`cvuO$XjR!*xY5)@nf7e+bu zR5%tORu)Qpv^(trA7i%}NR22=#0&+rW<^YLDH2fEbn8zl{8oh!m|+}4HVQtLi!?(U=!tGid8Jca%f@K zk1NVd9dyUoNsRbF%F1UF&xbV16>Nd3RT zw31cG;07$@v&wOZfpn~edb;DXdid2!c<0=(eW;mW^K)=z;zfToEztl75bAsq$p8jW zutj7_innj~_7vQOe;b$Kq4m=>97c5A;6R9`E5H4%Ml=>o{aE|t3z!W`wPt@3psw1Pe(|F@SjsP zRpPigy3Rs%UX1IRw)iY0>Lnx{#k17FosyhTV%7OicV|42aMKp5^9<_cqr5?Vc8ulx zUUxS$R@sLTS3$m~-<5 z0MZ$rdT<0mDbczvTKDBLj|fSKllS{_gAo81TheMCiE+&&AV$mRl?`!y^b_<80R#cD z%I?!u1kf{x0#C+^W`#MrSB0iLNw+g5_aS)ZZ4?y8sJaIeJ; z;t`ydrDxkrenL53BJI~^1OSvO+)83>z)=0OY1PG5E}yRUA<;J0sKG;kZ&3q^M(3^i z-Z0-NAh2UW=G*K%s_XU64<9 zl~NnGLL`@j(Rr?NCU0I1z!KQn+n7VtLiJm?&OH#s`6@W5&4l#E9w}x>&WMdQONWeM zZ`37|3%?5DZb05*qdG)yMr`~ZrS^(@d_!`3op;bbLh1uCns%@!R?o#n+^9ZEFj31R zsRL#~)A3ejD=r68uzQY?eTAob)|}V1fdw606KYMl=i6?;iKZ|E0h^|(TadxssLX79 z*89mE6ZV&Q3UrV5BH;jG6`(IbM``M*zBM02Vx-y)!ILRmiQ$>~v8C08K{uj#OTz)+ z>l+0xcR0yof<^QzXtNIoSz7K%cLaDvxD9-5f0Vja&@?8fX*5ASWQ?8UfZJS$e`lCSV znieW*5N(cko}Z30-$)kPbM69iX<6`l3ES3yeZ~;n`g@L|{Yc0%wrzGDC+$uh15i=N zj-bIQRpbi_x!odDMtnVA$#ZQY{g`DFWB@J9TS2#7HM2G?l;DfNf9JTJdk)(5bMyIz zvPHxv#FL!Y`RF7nZ6SK?YWf3TrTgKIsM zwgJ2sgbaFE^c|eu0Uk_;$oWGo<&U`&HMcF&VzrR~%+uNUTYzh-=0x;{mnn%9m>B3I z;S!{0MPbvF6B2O|cf?-)>Y+-0ChAC5az#2i5tAky&;P6pANbcXnqRZxWK)+$RoHja zm4G>-Zu-xD-q^olhg5@GMBy5-%a4cuXGo~h&ml`l2NwNi=h)Cc zsXya*jcHZCO#=)q^hRfjd&!#P{*yx1KDuknqM{$`4ohXSn)yn42arRHz{@#G3QRHd zYjW}bD4RR%(gIwwh&cYB!iT7`B)5&GH!XwiZi#5+eht|;MlRe1w`X|? z*HAK0zt4DL3uIhEzH*{vKl!drY%2|D=x>9UsgM&=Bh@yr1a@u4Z^mTB0x9eBYl|`e zRL#+mRTB0fdsj%cnpeV_T6z-&Pm~7XaA{4Mgl*3D*WC|oH z&%Pn8W_}puAhPIttR-#5*$HORMm+wpa$9fdXZ*d||eWfZ`J89%fhxw!M$|7@bn;eLrmie&jp|<3(;1`*EIn zqcy@;estnH_yK`%2i|WU;vv|qzNg)*2I+uYsV2neKBDf(2fH}{)mq!gi8C)fh{_&( zdpuM{7=#Rk*Aqwt&MNwYtA$zYw2z!;#P8FC?H>E3*v^oTG#b@BEcz$!gCyj%Xb3!z zl#|?^^S5JQOpWa_C)y9xXcrcgL1dhvO6}OhHrRVcblmO2? zsY(GNAr~39`MQ@~KU$42F>9`mOqZLNPGp99Z|dux9U6Vri$sa929@pqW|}M-dMW7X zel+)kXut{Lj?4S-(2fRSB`b$CV$;Ps70upe(6x5QzmKT41fu_NpwV5H< z_7HD}zOR~k#y$-lDodHX_5MD zpdA}Df7z6L(4{)kkFJNc7L9IwVQ&EiDoHwL6i9r}TV-Z%T+Y4W-~E1b8H#l~O61CQ*1fdfjFcs)`jxp)AR8Iy3+g(2?CLi!wg(%-*iM6OCJ zHb*9F4?n`2IjBdi?QOwF;M zL4~B%=Nv$#Jg~Cs4fIH_pW?*(_cey3_HH^&bZ1KeG{aVgV%gK8(e?Oul5|(nS%}kJ zTw63f1wHp=pwRbmct_>+nnIgfxEnD{4Mt=Ds!av}9C^)Py!RIFOzGy!-1AE$Qo=4krQ|9{o&0ph@u2ZDa9Z!)%kb>vW>9cm zu1BMf6_g*T7qrYY^oH6ESlYaQT;r-lRD}wwD>jbWVeJ4PF*F*G9bT6$hoDBLXCs|5 zOmZ&U16X8;tBj9RD}3Cq!9bJI|7eLCTOMQK)(955ZUX${5j7Tlto#yIe2KXp+Se-9 zIw(8E(&ktpU=c&3LD{eWnz--u^j{N)@i)PQSS#eJkdEb-Q8m$wx!J_S>~*x&W+Jcd zA0C0>Ie>flKHbj=Lc|I>S&$^eFhsuR@J?JtRdDf}kcs5*I>Z%T$V>`4cjN&=0Q)xN zUS=>E{r+33Ku=}Ms`gVPVw}ry3MA>ZrzcWqlJIM_Od#ehMnI`O)%03KF z+YZxrttt&Qdbi=HH}!j}+CcqKd{=#{VlHI<#Gux-EQ+betu)E#^0NhuNl2iq#h2tOZMZSXam8`MBK^)~EM4hG^uu&G7vn zLnRPSI~QWLOSu{l;V64-2I1xMGr^*8&Lt28+y&P=E%PoaQ%lOG^&Zrkj-akMA+g%4 zM-j$_nj!9fd8n9ef3tNv*4ihv0tx4AakG++$E;+gCMxSOnm|7=k}unZXn~W;5hcyM z;U|DjK|EP!oRu0QM;eYfOhZ(-Pq{x_jDdjfi;Vy@rp=-D0MHnb+h=T0)DVqCvOzbR z*OJD7|1gBE5f!Afl+`B>;2;7ec6oQO-8grDoHB;9Q{?m6z|U%zf7(7v{bD_=P`@zm zKQoUY$lfbEUj}v$$aaX->gAXI z91WTv`uS6<|24uI%4IBNr7<4p0XHc*DkVEHk~iW}Ifr*k1nQg>?CQ1bho5gZkz3A2An8m=(8!1xTT6*kv{AS`= zqy}@lvCGjumWJ{IpAFX7P3=Q;I-GE}wlO%~HfFas#JDj}-Es}p01fGk9W_P`)|Zt6W8+FJ}C_M!zkx-gBWi={-}=%P-h*7n)$j->E2C` zEk9gE3h4iCL+jewsRAhs(N%>e`!I~=xa!|p{R|&AtP@b$|9VrpW6P#cI5|u+=V1;M z_g`28r;s7l^*KRYm2w)9LRbRu@3c?c!Ij^ri-xS=)0y1&n2QJA zTYYeizIQ^{v=WS1S_5OiOFMh<0ECBTt61sT7^n9CJepbh+fV)XP7q!rBMYsDTNsh| zaA#l!2uFa3%Vxnf5t$8m2B+Vsjg77aqEQ-^FOu?LMX z6#TrVApcI4I(MrVjL$zt^WINKal%l(3OQe%YBj(lZCyq7-0$H^XeACMdKNVY1#4C! z=Jqp|2cWK(*uZhf#gdmrL+-b(3l`E?|Y`MUkrYaKc;e7(gf?Oj@MW zYJd7D8*GBVVUz;++KWpBHOTW^In5_wnVWTQ@1;Rd&f1R738N^94q<cm{OJtoCLn!(Xy+5Y+BAu0YVTo!=Gv&73=&fy7#eI zw1{|u{yzdY|Bt|WN5YGN(Vx1O;jc%wFFz5B1YYv7l1KyW6%jM@+9$;x9m=8R;b>{d zJT&u!r_Mz0Nww~i9h<%?`)M&-!&l2!9=n=13&jK1b{)t6iKVpDwlcFX>U=mD9NqFI zsGvDDEqr?9kqyrJ7A~*kH%%>)&H7zX4`kk-oSl1=Y%Xu}KzVx&#{6OwP|)ng@V3D@ z)Na!2C(Wrf+&CLPt-ZK7G6^%ThlMvjGh@ATblTR-*+UzE7^GurQ+ghvg7MOYL}C58 zfzr|0Ikq1)V(Bd#ilwtJr+0RGIN+a-PuCPF zb2`u^!Kdwo%xf`#eFCObG0}a2s{?N6b85bkOTOhi6x!pnQdOpM4lsdOmZd98W2Gv6 zaYzk6Y+!OKwtT-{5y$`B9oBG^OJCg`jLsC{B-3(hAkBHrkl^mvwB)##TFkWV(kayw z-D^q!9!6DH*6+((&h0G#_MB9e6Sy0_t=yQERMgIEz|Ah2(l$eL`~6hCw2G96)~m-- z)hAUy_-Ni^tV>oP;dUIN89vK(vrXu4;wJ|@mZ9L4sT+#aEITdN(LbUx10HSTs-7s< z6--+{-|M!_BF$hiZX4LPj5k_XCL)1B)hb?O?E(H^P>GSK8Zc-~I>LASLs@t6 zkf<66(Ek$XIs>;)s>2GcV`;c?xMd;U~&=unamJ z@E+2M^>jsVG%GcOow^Pw#j^|=+Y*5r|Bw*IW5OZfAbnVh)g7uAj=qC75|YB241PCZT(9|~;fPY(PZ%(7-$wWsck z1nvEtZVZ305%_|Na!zafkHT0{EDIDa(~eQ!9-2>iZC00f^gP72aHiKzuT4y+OfV2I zI4SEz^Gpj(a1AqwI+~efF~e2%?EXRf=&24%xgI@E_gb*qP<7fK4qxBgX0gt9Vn-=$ z4$3PnXmf6!-7~b#P$P3g(y)AE`OO7c8F=Q&T>>pLw2z^P7VXAoy4Qk0i>OEQ-yUt- zNxkj{`O>Q5?|n$cWYE3;(JEj&p7#kC^M3E965kRDTC;P)iehw89ie#NsOt^n&rQ!aZ{x(-Q>TZ zEl06N8*O~!3nDqgk>NyCX-}*7zMaZ_J|8ksv`rGo#}Uy-a}}5(Ax-#No!@{sHQA?r zUN>Y|cuO>|meA@S(Nzb`sM#X-hpX*gT%KwPv@!mvD5P^=Xwno>rfAuAAwN5+cwUVF z6Ie6LZ}baI;LU~izMYT(gK}%QEs9Lh%>e_9`qa)S1+jI(RsEs!fgcyF8O7*^jQEr+ z7)!fM_|~R4FS=QieWpcb*pXtrS42vr$4%9l>f+t@IScEae%g<*J z5@`Q>Jy9DCTMcAHZ2$vmL#Cl5B3s#5iXEdYDv$W@`o5F3F&-5qM>@ptGcp?R8flO> z=ES7!!0E$A8U3H)|DWrLD@5tah0iDKi4#FkSCRLxk;vMYaLpsiLA}M~0pA6^qB1;N z1&p_ar@pv4LhK3$YC~8y?Djb2h$*7zKM`RLex=A=K7ChNnZ+jRJ8K7 zukAqE^_5;$u)mm^SMqwR2NWXD^Z#Our)v#(`J5aoD8DU2Ih$t!Ey+4!koQ|6D(?(X ze*jPkk9*fYvf)bs>>HFqd&`u>pHmu8)MAuKQx0rlSXO|3Zr}CpUx@QhtxBOGzG(dv zD2gzFI+7j7P^qAnrXmJ74{!JaB#)7n)xOG7rkTGO!w!;6O5=}5WS)ltj1_>0hG$^w zu6H%yUfO5GG!$JVK)s3(>Mubj6eT_r6!tFTCH|CRdtR^W2etM#?-QLR?SHuQVcJWy z@Hl7u5o-SoKfuN+uV0zSo>p2HUzxcj!n)S@lwZjt>Wy)h7bUkJ(n$brE?!9~(+;Y; z%}N+TpR_y9OukraOr~>9A1Ln>ceq@l9!!O|W#n_9I$Kk;aE+ z-E@F$<KPTIczNKMYf({P`*cz>w9Czz_8ubqi`9xgj| z$@Y`bqP-~CVefU)YYye<4zA-k>D4%?g}14)(9aZKDK#l)I3M5%5pSBoy$t$I!&)e_ z^nkb9b5C6V^9m@Ke;xCgtg3z4TfB;Y^zCm@{E7g0|F%1)p_$s3)+7+;t{O2^$SN&l z#hgD0MX+X3R;rvC@?{}KR^-}l!oMJoWSk(B+|Jwk(84thGE?Iblcs8n71rhR-J)@m zrg<%)c|`98q_Z%-k&ILC$@WCDV_Ssr*<;lKPGil-k^IyzEQc+7VQ{u(i;UPN3-pdn!BpfYX( zw>+@V;R`^VyY8ocM;xntXXM~H+ZJqLEXFXem{L)jpMO*85E7<5pFx_WVjFsoaCIJ= zpJnJ}mif#Ub9--|)n`MZ0;oY5ok&pg5mm|byP;q;gF&2|Zy>|%0N1{6LlGmn2O+aEMDg^hV&NR3j-6E zK-}p7fKEa$pflMgKA`~|)5*Pvc441DfW8VFxv)>T5%b(3rPT@Bp5OCT*orn*w+nW@?UR-fQ<74AH*S~Jn7i$AFJf?=e@sdnkdN$Q#`Ub#d`@5 zR!-Sn74q;yog>FHx8aOLHqVTT1bsgFD?m$}GDUjOJgE($5pTr{9@k}rxrO|olM_GkY0;73{!RZ8&QY;|}wk5CsQVteGQnWk(?(Jg~o z6oE@1BsE<1a?dL&n4$thji4|BL|qT!d%Py8JScfET;=`8st05tdPXGbR(^JG!+X?; zzSvK7-W0}I;D_?X*FV;~^w{{E{+?9*yHq0Mh*X&EqnI%7EP{Q0kJlk7T=7=;2^vqx zC%i)-s(kfpV%zBxzn|M*4`V0AAYM<&KLa zCT|##g<=y>m1v@`5MEoMBr>2(Gw75@BDf$2{I!+;iP6%(inyjk>KV5P^JJjg^+D7b z?{s0f^AmoB2SXlWTe+?3!YW+OPuqn#+}lvp0wlR2SEf|&d59Qhq4fdvwKKn>Ewz)HG? zonN5dj0S)_JJ=#rWmtd(8p}?B20twL?!B@-V&PGf3*;Hp@8U*6l@e4YxAsQBxyJB0 za2#L|g|vh#2<&vq@UvZE)sgxfj?5r5a;o1$!y5Q9d4}X5!z_WcN&Z=;sH4Sztwl9pntT%jzaZ+CDm~?ObJCS=se^7ZABl1Z&nxJ6rWD8$e z5vrx(^5e_YvBI|SeXL}DvtUnVl~VsY(Ub5p-lQ+KK+Jr=e*AjC0#a4*Eag0YU8U5B z@Qg^-<*;c6BpOpn^sKzhTt3oK^-x$QA_Tc?BcFgw3BmRvmUBmaokWjx_DsdV{RIOy zeX+q}R4`3Dq+S{#$RhD3zEcH2=)qVq{&#OE>PGOyWb7*!ffAi7j)vfyIqO3Ww_6JHZ0f+*)D%R;S2q#|fb?LGM&_TMlk~~IhEyo zncg86hJG-u*kLiwnV5}_K8X5kWLEE;LPDf)$>Fucb9R`y6U5E<#-LbtReF#9{5Gdw zjBWTqnjV#sGa-6NpVVl6j$==C+XQ0qHi84E;|xG(A=aj!#;O@X@Wk9Uc4)}?z)Pj{9whjszZM?5fS-x?~nriexmW-7HFnoXn39jp~ z+lg-qa{wnysDwrmCoaa>CccO>RR0TJ7%DTP*nu7ikZ|d1j5>&NLooDuTH=O-!zs{# zK^irv1aN24Bso|eZa_(0q7I~5d#e)Q24G!4O7E0sp9#!5*a;bOPTWA8Q)N36L}NrZ zjn?QduwA%OuR~uJaa5evlKhd$5sFJi4d*Ijoku?DHJ8)0wPxx9eE!+cAY%ZZN zfcM3Rshxz0idi#e`kZxDCUu8j=79%EwO(s>ZfwMy3J4)N1cs0Vu9%VrR7K63!qF8E zQ|-+Cs-87d)E_ht-K7kkFKioPadTHw^>-P>6hMY z=evwBGK!hg-FNR#o!5B$B||vkOAdG$>zsc_i@Lq2#PUpI&CGCyB6Ihnnc<+kmPbCM z7N8D6<@`Ehk=L3`qm2g`$o|57Caz&nTiU&3{sN@<-h7hL4wJn->n$R+} zGjq&8p%<@+wPqTS2%rB{?ZeU2(c{wHrz(abSK&~5;0KoX(3bk=y;zA71=x+7G0~Dx zPGS3cPxfQdfpzqig2nC*&*nmGtkI!K@)0rl?F#gOJ52+2%=dlO9jeT&8k`@!>Dq%{ z%=ZpXM!NyMM%BXuyOi3jQ2ucy1YNn7v3d&Pc1u3s^@3>aC7KbsGE)7$<}-lRWEL3$ zY1NZep_l?A4%F3Dxv0iqlFPoyXvyI_UHr5dKMeO1Q55SRQT{0MS+}=qxt6|oCn-<0 z+4>AV0@F*I!U2c0HG0WN+;>2(bCL|5z#M8(z7QyvxE*dKXc&!N!c|@2{OO)%T6uI& zKR9bgw#WQ-b9&U_I5oGWsFr1uNo3tw8cVRYi>|BR@g&s0E$GQ<=i^{w< z?1cu`5*Qh*_DvXios!%1$W}P;vqNy&!5!nZ|slj2e7V& z@mSGsi*ZXJp7iNX?MF6pCvwW6!bLAeH(zp3e(MrLU+G@H_9Gve-b$UE(Y|GdzJ&n& zxe)r5?Bu{e&LQVj(oY+v^Teu*v=&7N1=jkXCs~ zZ4x~^@Z`tGk7wf$I4J)zpIPki3>N~k0u+U3GYqZQzxbP8ZA9u~PgMgAPh0ul^6oB= zLb66<{@l)jZ&p{~-fnp`mka)_3j789z3u;Sv~c*7TkZQ^S5cqa8t_$B-FX7zdvybnS1F!wlNWcgpp27Yo316G@5U#{7uBDk{!L=6Ak^hz1NWjkeWe#8CGIisH<(1n3kDZk6{8WGyU3SRJN9s z!OvzM!iWsq$v91z9XCIXz7Im1kxpJ}m;b>|ayz;9upfpN{2n4w=-ajMJ#vUovWYMq zUtn0POb=%{Zf6#7J7p7<(Htw5^{Iic%;FDT=sp|s1XN{S_@@55@p%efKFjT`dJy!Y zPq29e1Qey@(T zgmZ30_Tk;I?SE3|Q7vQ;*3MEX zJ@n53yOCe2=9>Z<_)7YX*7e^5ne9u1=ATvV0l?fL)lhX?n|FMr5v~Zh_uZG%zO;KE z+a50q|C{gAL+wl5v{1Wg$#~kg!`9~a-d6%KhMe#f8RzDJzrGyq zsh}r&)mvv85k=anv1RUHCbIed6T!-z^Yr)mwakDeqFXfSK?dcXQpV*(y~~++HI;8J z<7KkB+{~@H0w&uwf!Mog#yoxk;&UuzXq9;H#UaqWM*oK(T3W9`-+k;RLPHH&OPB1U z@7{KE#ROIRdzWLC`5rpYcjBLFb3}=$SI<)f|L2_Y++60HP=3yKueH){M+D!w=$d4K z7O8OMskYVUR$<`vX!XET{|hycX36p~1DbB{Cn%rmj^d0wXqejGm&ntIwBYG^`}KsDf%b*TRsw2#fgwGQJnUDqp`AA#7GzV_hVv7sD#SO8^wnX$NKTr zj)*I?SYhdNkv{=6toAIUfvd#0N%W7hKuOAx2f>lvoI``?dNlk&W=>@s46Up1bpVVQ zJb*Fz3RA}2i$ted0p@qpq;a(9u%~LOx{V8FL~J69bkOHfpM`7qS!Cpvh2u4R6{n0L zswRruw3)M?u4#58Vu!Kr%s`dEr_nQOmj)Pbaf!WKsPE?17IDP|zq$7;QVtPMyy$dy z6}ygj6EcQt*|rDprPylzR$OPF1l1S{^DgY!KKui+mGHCIPlYaZGv*gg`&H&O*3*c1 zhDSHm8<+bdHLW{p1mDglPwA-9CXhwPg4gCvh=G9YSdnnB*S^n!@*Ju!_iE#^5(-E+DSh1^0=M|#GM8=sy~L|Q=L9yVyDxs1H{npH zbj~muQ;2=1iM6N7jbE@qRcQ$yjm@Wess^8D*wf$T*Eep2<0G3`ue zgnT=7*|y!rN!*-LXQ37^r8n8tZru~8-MUl_ywFH7nkKti#Ycgi>V&aC z7R~j%%x5TySfLx$y}M=NxXHRMLL>H*_T&;9pl4p`Pu@y83^N?to5wN3S*at8Pu*+I zJXD^xQGpt-rkU6$Rd`WB*!z@d@&puk1w_%Rfmb3g9V*I9ixeIzk2R~qr}4D;OML}Q zKhe1o+@pVDQlpRpuQzkM1bFQoBVip-Bz7n8mO4)V2+TNZ%1%94K{o}lR{wc7X%8?# zSN_TFv+65iZukvxLe{3&TmLACstT%Uy1AIWPsngc#-#O@0wXghr@N6GN;Y)kI>ax0 zDjOre%rF;sLux2%+~-p>bM0jJX4%v7Z(g+bYC2YNHX2-`WjJJaFn)dY$HpWOPP}R&WB)()vaxazgZ<@4D5zA#Cn!ZSb8BUOP{( zjo!Z8YJD_sqYl{@*bi$slTZ7G(}V9+$VIg2)KtdTsvC?+b5qh@`MPRw+B81z(fw@x zSp!Pi_UdrY%!dALV^Wf%mp7Vrwr#oVuO*t~m%Q1Ehuh|kL>9DMAKBaEd*k+xZI2GU zt{m1r>qd(7$2EN3{7o?is38=TFZci9cHxU$%R}55nD9SWv$S_7YVZCk*J1_D_s{af z=vhzcJ98ECFX!4!S;_BbCEuugTzsS5%|pZOLX+Fysa>W2x7qwZy@|y){%`Y(p2tv- zS3_BFl%<;tfwru*Pv$zok~(&gY*q2KSO@XI@Tftlr>5K3KXfZxp3VPDy6BiBrMML* z_^pVh7LY4>Ic8;8XJm3$>Hjgsvr=Dbynn&Zh{Weo&uLj#XjxhGoj-MV{(qVcK3yND z2mkn~JLW~E)`((QbGMsBUho<^y(;eJABUhB@r#W0t-IL!(?UZxWIWX+&v(S=pyrpm{KPAV<m@bc~oTLlY2#rU79P@*#7zZ#XL6y zQCGO;6N1~`t8K<9pL{O)CE+_pxAEZ2Rhdimt3TDDYlj*Ad6?DW{JxSK?-D;zW^%^Q=Ke+Z%ob{G|NPq6D`QGx zVbp7*6K+#aEZuT>ltlY#n5LFnZaYP8y}R6Dx7^v6CXK}Al zP2Dks{$$i^^&7A3^F}jf`@Flk6X7W3z1=yMQDX_86Bz{{xtQ{pZcEHru=KT}lDF@2O04dn>=p2dS)3qNetZ?g@rmwwBY!z% zz!1G8_Hw448A~tR>TNS@e4G()8Z?{U=briGrtTCnmDkfRd$s>qU-71Qg<8hEJdvSJ z*IzoUjlJ`nvhK_`b;XzAzvi3;N0I5o%H!NARtH)@fv~BosQ-A&qvFbEI@f5bFRNY7 z$CCqeQfS27YX(hyTGSVU&#%oi+lVfce0Nv1>2bHzcIetW#kUT89z|fIy|ZHE3Faf5 zisrw44Pw1AVlMVrjc^W7l`Fp+KU9}0o{$p;vkXp|E2?6ab-r!SeLh!3H|%!Ykxu-T7Zjk5w@}j|Tbx?)@<*I+^F{zmb|JPG5J3Oj? zTnl<_m~Lv%Ce%~h1>@1j%MIO=~x6EDCi)~Z{H|0~ z6F3bS1SoN9gCG{4_SF)gtY259Qt5ZO)hYsU(;lZFgnS#wKH$e~xKs zN@sM&*w!6N9WK0=9i*rHCd`vxgI5n2-bi~)Xz%4;8CMpN4Q~oh`i?xNrcGE*w~bn) zO4Py3vCdoR=W_mOtYsg`J=N#HVrNZ$T=3veM^?kBu)lr;4E7@sZ7gVwr>oJ zOrPdA^h$HwS5Io*la&eHeZweB<#lX!BsSYL>%$32N>bWihS#>5Z%(_x+ZCC3V=zp& zb%waJ>>tYA$qvhXriY`yhh%*Y9OAABNA05?BL9TtWy$VO;$CR6_iWgC z#_+4&_0>sLV-cp5GPI25e7L6lK33NSXlz6p-4a^6;Cj7gU?2WV1BBk|??z7RMn8Li z(cL9UIo*O)bexlPdb)vKW=6)yWNu;hX@pOEHDN{{;?yXI$kh(3zt?0G)$d_hC*MvC zt(6@JOM3k!ISRKHd|Dr*fdifx>`KQQV+jNIh0M>AnZ+#r<^;0+1x*A*J3>y}&$F*$}kv6@^s%>LpzkVo%4YyCY& z?l0w6?9Zpk1#C}2fv2kzo`Oh{3`G{2F=>hRjm2gp6_v}s;1Amw@8_Q+{*(T8P+kj2 zHi8^)2?yL;)@l7>%nCwQxo-On2}f`WA|IoV8e@U<4U}v6jK}W96`!?!upT!$qladl z($kd{d#uM=zurCgMu+{}pkrP-&JdQovd*1qmRDmAQFd(4>3jXiFxf~h$>~qGzh6GL z(|jLfeG9v+P9=_t8c+V(>UqXoeOlr0S6q%hVbGjxfB8L-#EY-GUeus2L+?hdL^;Ak z?nB$}doF7fg}2&QmHt0my?0zw$@f3JpS55G6*~b`?23X2B$Ti$3RVysy*Cw*5{eK4 zE2xM{5D^R#5)~B?NJM%Gh#&z8iL`_sq$EHnN(hmJ^2|-x{e550e=~RHl$qPkoO#bV zSuf@u?V!;Hzs;VLw0AIWs+sh*oe%%I&iz5)P}n<3`_YM$aN=j_)%SNKS0C;O(ooP} zPp9|_o++zWSNufmm2g&ZZ*R;NN!V@F7~_Pc{8t?N=fC2*d;b>QZ{J>GhlKGC!5v2S z88|doGiaPs5E=m`xIns|QkXyGFj zWq^fdz|h#aY2Gm7*z>gbclzNcr8|C4ZQ=&#{&4bz&=^S;4s&VIGd|RB~`@8cs>*NjXg6b&Q_c- zxjLDMAiwvg&m>bn!%{-YE4gELxR-|nqfuj?S9?P%r`z~;;~f>hBF|EI+En?x87~N? zn~ubxU1d9?dJq!?9t84jmC;b5<(k~JLcfPly;qcJjuY4Pmb;IKDEZytnhyCWbP<1q zIWq}EyQ693wHzUL&I3-w6>#s=?dJ1p{rXCDw7G!$x_`MlV_oDyb8yX%RNX}KVhs$v z30L3|3^2f;dOr%$e@M-fG5)j~5q#KT^(NH4i;he}heVTbdyGTG1AdGZ+Fq&(b{Ri9 z1*%^+f%QVFVLY%#PE0}zq>6&OHO_^-!hL*)BET-2V$`BaEZoAkx`eZOfe)RYDsm(x z1IKjv*qEJUm?(AOt;Rn=xKbS!&`e+z7gq=KX5Tu&+L)^O4ZtlQ{cqS_QGfqqsd4g+ z>}`6J&zz`ENUPl^hgNLWUKygw#p_s*z#FeqN%!=oXQH@|Ru{H@HV(;YL|mJ|TQH}l z`sQAk+k2u+6LmdMvZhL7>tRC$THLE8C@r*@RA9|9k19_>nWpMmT=@7-HivJWf*S2E zagNOK*dRLvDj%SVDx+R;iR$Ze8z$96%HLMq2I)U){rw<$2#feBthfv%E^d6Fc+vsJUg8J4yJE*anEZ|$hX;@2BnIJv++$Lo)edl<{oU4RjbcwEyJ*NyN}YQQ<3_ipPl zdji8#Pwa0`&mPec-;IyrTh@976$_IZhYE047Ut2MTwtiaIB82D3Bi#{?+b%sdYjuZ~ywpn15B(CpsOYe^=qM`#r= z-*+l>jVTJRxwj19v?=87ELQJ!eeP!5)hK1ZJAzKS9~U2~B2zW{-u^Mnf_?~2-vwv4 zdd90vM5_E;nEocY&JOOcH_S^s%uNYZ^*=hQzot9F5&?SYQd3cDWJmu;!uyOC)Wx@< zx7-Ob9SXZbK8-!X4fCxbb?ugr*do&VUiE&KGRq1j@0py;fJjmY=!g|EjjKOM=>0N; zhktohNPCru_V1tQ%91o}Y(ppBIetOP_#(yP=Ep@^ld~V?qvz$^E{z3J%7MxIA??&H z#+5D3O)~Z}IdZ_R6jtUQ`@IWu6xfN3byNA>ze;am4$t(mGs8Yf?Mj4lbxS0b2N|d1 zsd^e>SBx=a5M`$Ci(>@>8?wdIX0lY^i;!OFMt(DDcCvn4Y^-XMlVq6@XCw}u@=Ee zxk$~j;hm?C{{h*6tG!C(I$HXve(^vT%0k4)xM-1`M{gWPf7?h}+ECoUVW3Xj=zwwM zMxKVabi6&;t)3vR6*D5e8rHAnQj?PwJ> zgUL`mgxIo^jj$I3kZfu}zOYWz*F%9wZ!fxGxwiC5}?|@`<%FTR<=*jZvVV8yq zQ}Wgm*z-i>7V!;@*kNsFU@-1NKG#@HvHk`pVMLpQW^P`q9Jnjjd-SeLnSZ^Kuy#$doADVimGK^rLg2Y^3(d+7d1jq`sXf-s7kJz;FO+l4d!ixu$$mssX% zRY{ahfM`%^#wh*alk^w&uO*snO1F6AsY?sXFr<%~^y?pOz~fB?wz2yNLcS_x-#;*5 zf^>`-8a#j+Bu0k5d{r{I9$kvP@3AM$E7R#t-f|roe_(MiH8$d{{;ZRjIzIkdPa%CI zBz9)L?yJE8WR{`6GErbe44I&9`U`7kYXUx6tl8bTxglVat=cV8VKv5azfx^$qu z<=35w7ai)UKuURMgEsvik!;QGAK{F@-E|8r9kOp4DZjjs(}^Dp)|!Z6bmh?5AG%iJE*hVd8^$8 zip5%DrZvEXEU!80Y55G+>Iwef0e{rov)^0&D>n|D^&9&2&}!QGmpx`|9+<2laOWh! z=`eY+;ItoosOg~;l&jwh2}F%*AF`+JTiqO`~bC3!SN)NImnI~(ZwH$>c>p5_BUuqVnR5fu(+0>>Vw zKr8qEpq5mWJuJNs-{^@5W+J#wp}vr+5QR~=+N{lq;i_NmO&g*cZH}WS zHCxGMV1=$jd(uDJl0x{RkS9d0lKoJv6t&~4y_plY7`<(|iD@MNqS%o86mL z!zEr@BC6OzJp^Y@Z{9<_R<;$^nsNmpseE7`Sx9i@2`L@MK zh*H!WoqOue)Bk2F*Ubq0spdEMn)k|Ht_vy$e$VDU3e~@1z^bD0%?%2{E}XtAsCZSB zSuw(=LO+L-qLMwXW4x@+PlXmk70e={=FxM;BDbsd}`8=$`?s|M%YFxE{?brDCNfnpz=54a`1mBiNx?gvS1Tp?_67^)XPd$QZcHFZ zfaw@aF>3!0`L+OKWT?LSunHMuAiXO5qzAt66ZrGLai4z9UNl=Ts`GT^$IqAq5Od6e z>HEXp?&xUaYU?9*ZrB$S9aNEM?tQupW>B+qHvjZUo?wK&Lm6pI zO1w^FPcMHRcXs}^Ja2c82d@R#3(A?=6sY?u%;5Idzc+_0T1xn2f1zTwAS*}C{;e!0 zD8uSmWQe^mr6~I!1G#Gemy?0Y-cOpt-poIdu+cCGJ82y*0BUX)6=$*o2Qjau?AI#a zRIWyRSOM3+HmpKD)0plSkF)`!virR~3L4c`QJwnrUx$7ohbH(f=|{NRke89+vUE5< zwDddGXr8o;v1DiGhS1UbH6^@WHJ4H8KOlSOtqozkrm6TS zm%nPgX8tmn&Yz<@xxj(F*c)NiU?PjH+Ai;v$qThc`kxX!Ng;K4<(TP$itoA_oTF!I z4-_oMnMm&o~0tt0-f0((V0?I~ERkDjVB0>0Am!bdm7Z!JI; z%NOuxwm_G!3+xL*t#f4p4b2)RVL|KNKqpKK=rnL?@>-UUmJR*cOnw;jdH9u`_cldU z9I6kf-h`6roy2ah(HEIBUPJ*`L;i*DkWx;q-Pq!5Rbq5r1Wrwt3KsWPX}&XZ@{oT3 z_zEsO^N~C02Ydj&Op#kd#|HX>Q$Kth69T^(xn+{S ze3JgHf4h8iBd0<yC9dL-aBwYA1HAx$6T-I$0s+3{*R1Mvge3$XYNdzc?`85f9O)?QEmyIhRL2{O#llX_qS-)YRa!kaCu`ar6Fm|HXSiDCYeGmy3VOk8R7dRxrVW^c{DC zU(X+Vp&BTYuH1({zRm>ur@XhmNnpF&Pl1M-$tT#_E*%GDz;w~w1-k(#7h3q@1()#t z0Qarc*w<(_jK1(A8FqC+3EVyngh#JC!0ASN0GK{Vd$sht&ouu2uNk26QlNKheMg7E zoG$kXCs?t7-Z!Sakcu+yWHJBi(_CU1`|mGXB~{S+U&9Vnl~Ii>AgB^WckR!7tGUBt z@#iF7!`#7iK=PAT8pPL!b+tH>1$QJ3P4*9J5h<+BZYvHxM#NW;{=Jh?6Z^>*OBa4f zL{GST_sGo7N(fNezuHJH%OzY<=^AnnK|={2eCco62SXyfCyt_MJ;O0&gxLNuWp~*W zR&P)wQh1!}6!vi@Om4UTQ@I_Y-k4>WJBi$I^}8xFsAW_2AjpZDJ51omp1Wg#HQo``?x|Fc@`Gkf2T=kzwll_F<`yQW+(=V z+E=%b5Gzm(@-S0n9lv(XbjRAGaEIx5`Di=T8V(5*?=GXF8V}*{L=TKRsfBtGR?gW> zi{gCNqHn{r*TlD?1GbNgx8t4kCerrH+M{;5Td&|gM&9U$x1s}a-Lu`tD&+JV z^Ym3b{nJMnhswM{$mN7R(v{0lxh6S%m2`2CGpVD0x-OT;d-d`gHAz3y-fW{kOr-PX z$J5SdtSk4R1<2|`WLC$>p;2(lp||l`KkTMtGcT}D|5C{zFSS1({)X+=Ec$HWxkD zDHVzjRF3@#{J`&X(+cb-7wchNd(^6!ViYV#5UQ8+C`q8=GbFlx-&^IfGqreT2M`YN_PzY~`2#=GV;}5Gx4vCUc#t9Lp6g5CA zSe@LM%E;g!B&QF1(05!!!g2F`g3a?ZMA~dBH8^BkCjn(Fe}!roJ~0hly~w^i1T5)k z4ek@;<2$BRL!>MMh#*1yq@+h0WNAa~*}E-(^$tmJJ^4?DrmI9kaQSp86C;+c!h3a~Nr827I5#Xbaa!8`-oCydh<9+nVc`RqJ@`cTP3D}Nb*z1zfO4p?Izb54St!N_Z{SYTrX(m>mU zV$l(He(F^P5}EK1TnqG^ANS>KZVGi`WjHs?bLsd!Uj_rQkSDGTls!^ifMYUgkaozQ zi2&x-YreIIX?z}C9sClNDH`c@R^09KV|&HtYf+Ez5E;`0hvjZY@L(>HIl|XVMJ@5% z-V?`}yULKj!rB6!%7@ zrY`k8-$PyMTZnh)zm-!B3EUrB+37QS-)3$yGE_|MRV&;$GsQVtblkmfVdRmMdWzz7 zxEvW-ykcS*8AJ#4%Jc{kR5946sttAU9|OnfnR4L^4@6T(9(-MnPBCc6acW+O1Y}i7 z>M0h=-CA@OXz`kPABZ3$f6pp(PMWJ91$F~=piRagLVmqWoA*6MF5{pNE`Ra8Gh~b? z@mghyVuc&M-Dj{L-EzKU$=yD}m~X#eP+e_5nXKqD8bz#pjj`KO?HrlfONafQy9mdr zq=L6uU$+X<#a$Ej)@qH-OyeCv)p(cnBIH{C7>@V13t(oW8)uE^Ud#*)Gv7OCjS0;& zIp$yKm~eKYd|=r;CHrisH9NKmwd?L#{bS(xJdXzpmfZ`-?uD~&VCwva{*uGiXn-w3 zg&a9V|1m^{S(<-Elj!Ndx4X+_Mt&voW0}#g$Dwh*@pZMc#!JK*78nJ*{K!oVSnmP3t-njmk%YFrt)i-7S};Et$f@ax-nZ*2<)9K^IHMvM_(JRh$}j zK2Be;C*4{YnXI^V<-8?f>u*oRY@FkyPr+vgo+I!r(OakUmx?pRcdYx!fghayMK6rv>U-; zes-}Te3v#^M3Fsrp{Fc~^x~&2>Cz`v^P-OH8N8?5S>pn+ng1jMnHBQC2^M!!CnR9p zJ$;!+_$S_0tyf}kf5h$AZVb(c{T`f7)*nCR{@Ai$E9Y8#Y)0qA+UE8yui(CQp~cT` z-|0RcwA|~r+~->)pO=b1*3Y7mpTu`bfhG&yT0uX@wadcFXuMm!%FaX{YF_KOJvHQ? z=fNpG)rQs8!*>f09GqAj|3R14*74QSC8$taSL-2f?vdj3$q}JRc z;*1tt!4N4^J{i%E%ohiE-7xu}iA4-WePZ+?*K+W@U&kX7JoVqV%cOcw=O>U{hPiiz zHu`eYPLW0v5yk4vp#1^479Y3U&~b@CQO?=zA34XdoRniX=6Z)ImM~o&VWtsh4Le2}DPPd9C$@;xsy2$s%2MaV z#rZRz?dEANh_GP8ob+d!TNE{*!Gk{s3wCYb&jGmwsXXgTlxN+DrqRTWP zkY-Tx9QLFnT&aIbd5--k8M*kQ`LTA*g#waxe!+uzyGNqM!dJW0B?~y!zz!I>?DB%P z;IvSUC9zkqr4~09SF!~WXzxLgniwShZ9Nju@o8~i@9QC9gt#~U4&n?fy%c+9{`d>k zf}A74o{Q+3+FvDVeG*sh)Li3unauk+pV7)_-xE?H!dbSi*SEz7-SB56*jMCbj1`q$ z9ps|!$`Ww|Ye8=&3h}H0n>cap`}~In3st*{67eRqtnYG;#7~@8YSBPplDf1{jv4;A zxwNHRKeCDBaK}k!_X};7AJ|N>D0IX4&sLZ>Tn{$5hE-LOE)dZ(6UWCenyk*t2&7|; zbmtrMCrhK4I75+t|CPYe0Sm^wj;OrPNpl$T?XP}4J597$@vVVg?(^;W$I9@zWNt3? zJCzQzvZERofS{O@{tb%v(?;gS?1X*@aud$29U2T}P#_B56y;@13qRl?arHmK|zCv;(TR-Rb^ZmT` zhn-+(ebBTNsbTZ}oHzAacNHG@;hmP)cI8ZPj&8=b`7h^dnfeY<@W$Fm^fTmTLJZi2 z7_wTUZ1#iih4*l&2k4aIbz$zr8Qo(cqGAu|>J68sD{QK&EOa$%;&s^DF#p!L*8||B zSLgPRv-yK}8DlNsi}Nj1l~qI#!uD(I?#E^&GY9oB_B3&^S2GnQk7U%AXeG&xA~~fV z^CKGK=cHYeBLj5NDM5&qX<_c2W}&)bGw}KdKdu-V*d0cQ&GSCWQ1|5@B7v({N+Y7o zlv#Ga^%T;(Z2xf?=CmZeWiZn>9nr^hKl>S?MK3C;$($VUKLh+vBMZGq%sRv0dM^&N z+t$?n{F+W#IFl(l}cO=0KK zr#nQ?CyLMfz5@oshozj~hf$URo}uRP>J}o7T z)N0BRpTd=XZNSUPB9^UFe;oeaIVz1#cc#lkR1@4vpzap zDMTJ`7JGs5$9Yc3DS@}aEja_gYNf_!XIJd2igAzLTCCy(2bmJf#0RBkp)u0^~X9K>5?P@W$k%daZ0*=sFcY`e1rWBnJJD9!Ph)f zGnOsvfL0HstgE*YGX~~C#l4{Vjqud1oQ;9SQg(!v?1H~rn-(Mso{nuf1<2MaX$4_+ z+A}c21)>5LCTTijKT($BIQ|3}Wa48c)>bDNQ3c0=9r^*S8Lc_%2yf+E@)-|za+#*o- zSB!6w_bN&J%TqJMWeyM@f6_5_QCNb#HO8$6){v4->gr~%4g>ws^?D;Amg75;m84}q3ycsLLZoPK4?>X9)1}N?icG)ms$v^86>)FKY@kaRJa~|Npuz% zH?`F&-qoYB=L|A&jrP-M&40Or#oFYpx86AJYanWMAvRj3b0rU?pveSV^5bTnfd0Ga zEL)++Yt}wCe|?tj!TGmfHK{rLTB^`hTGDZXHDf0v=&7iF_M@A(heWy21L>K5>t`I| zAfhw#gC|2LGdkdU+w{$}d^KvtTHxViSDi6CgsbX4GFr5u zaBO2!=(%cJ4b;6|U_a?*n>qqeD@~fbl5kSJE9rQvpSnv+5&!hb?l01g8MCO&99OsF)&{g0L zcO0_@;@Pu5A!JI&Se0H#PWnk~DnJu4I1poHydz~`Y zz)#`wZog>d^zZ0Ef3wr`LURA}Jo-j&t??J4_SVTu2#2qSJoM28VDFF6{a8{>kJ)XS zfFg7skklMN{y~hf-;bT)+i7(Ff#(VDHN(bfu&WMaJYdz5O*!EChu@FR;GwWB>G(jc zOGRe2Z%YH9T9|rFRK>X8kC%RuHcoJaKf}o@&n20E4L|kORrZVRh~7W7vxiL)JbX_V z_Iz8ef(+fy2k+DWTp%~>p;HJQbYWK>%L~ZDrbLWJ~r+4FM zxf-03wRCO2Z?R`#&snuO^gmoAwR)Hg>O0}fx7q!sB|r^kMmznr$5Ow13|od+HIk!*v3eY0$|OHmyxi%%2S`hr%SUQI7rE`q&D zAGF?06Ue;t@%ht#IS|W@RN0Tp*N=x{%}Hy1+1@_Gx8Xot!dfhF#qzDf$(I%%M z`7oSIaPJX_6NtOw5uQzpPnGrs_h8oV1ocPQ`Dq|^FV>Pco4g*<5LE@@abF%cvZ0{^ zf&LI_a@tH`&a|o%^s9r!G}UI@Rsa!PicT?Bm|WmwU_LoHVH?3LmGnXLqI4Rps=-W1 zq^7yZRw{R9s zfIooX$x#!9xcVB4_d!>I_dzDF7v?<|`o78cD4@&~-|74`?uhLE-Fi2jhsgBrvlXX_r(#r2B|DZMH&erJ!ePdz&H z%&OWLAC=5WO`8tC{SugIw3{HNqR4eyz26wfC!kJSTw+3)Nah1j+bf71)-I_Ve01%<_;s8kHI~Je+2;ATY$Dq=8a1dWto+K z%|Up&@Gn=6qiVU+0}zOO;_fict@2?w`ELNi1U!3T<`L)N2OgD1U-KLQ=GNYM)sE`` z@d0Fmtc;uVYTxaL^OVVUqxYFCZP$gWQG4N7-FMJAM zTQtR3tBN*J2owaUWem7P5ugk`C!p+m^jTDX8#sB@q2eC%zgGT3z2hpeC;O{lX4pTImoCp~{9^ZYt7S*iP18E7 zZ*YPfu^-RNHotE9D`k75`Y3LnM-xNkG?+mk;>RU+(3Q0x@Tiyi&Pj8o265#es!^ko z`gy_!qRDm1<(V)WUzin`{F#Rxfy=54HEX5XH5s%P>9-*qXo&PC7565;)}o$P7oeMQ z9PV`7Wrj*yvYE6=BBP9iNA1*i-a2k-Aoo%sai!)RpOqT^r{?uCIF<Gb# z66e|1=x7WrDVEU@u}bQTwzMJ*oO)b=^@C5s``nMKY(~9$pSU+`)u6AdH-)E3&EPG0 zJq=fg2Aswl3&6JQMhSC=!glx=^UdZ52WL+x+YlPZq)lO3C>_B%1xZs4P3Cv|RM_83 z{ZKoP+i*(gPdG$TeLcz_S*YjInbI_O#Q-t;WF#)f;}=}xWyI)#1C0LJ_D?f?QhwzY zb1u9PgC#0{_%WMNtEGyETg2Eljr)Yss8%ym!lCD~7UoX7@@2S9yd-cvUcQaY}bXe5vd8q)W z{v0E!jg-u(zt)IxXUbho!tfWs10{_G1kKV3SK_Wkdk7f2mB?na)1!vl5!3 zKC5eocyr%Vs=#3D_cI!G7y=2WPxY)kI*YP{W*|uL3W(0`7v)0BlT6}Zx~f3l1ESrl zpm@+zu}(^A%=l)_kSg)1Y3LIjwM054$QGQIh}x@=deSqsb*cMgqxIyHq^2DHUo!qu zsZDu7;NPQxJ1{LzQW-17f(L>C#-64*QlSro-V1-0Gk>m2jS=>WxavY>#2|BjX<<{r zBWD>x+jZ};`QpVc;_npaqTpZ5V?q4e6L&qn@1}Z9Qe!&`)>awv`v7XTS8lL4f9+Sl zHFRwXNUV8tTV&MC7vO{jmD~*O#@Vna%y&Ld5Wa!BA8`XZ3)v!WLfjtz+t=$6|Kg+! z^z5ISumLF9P=kjqO#qt)I^2a>8OV)FFFqY;KDJy&pbD^I|MC|lN#yo_XQ&+c@9Kc% za)~ml$~bUosePLNs^T4h+zLTTup)gw$zB%VofWDSBbKrlv~1<8iM0WAtT&GC=eg|> z*yD#3G5SB^FR^E8Fz3M*6j0Vx;BD4jbQQqSK$cPxk*Xw-)c=3G?48$}g1~Da@oXz2 zsvklbOXVj|UTdCxzyb;w>c^%2t3Z3Jb(yDhwm$fX=^X%5<~%ksjD<)-|| zAll(GQQ>5E)OAQ)&1)hQhz`1a4@bLh2M{o?_;>j~#RX8UaUCsiKb-lyJ@2;qM*31s}b zC46ycGArc-GZ^5DZ?mV5Xzx>&8&PTNntCH%R^FSGi*yA?-)!VRg%nCo#C16I32L7R z_CW{b)(@&NnBX+rYgKe|YVXTjq#M*V;aKBJDQ8}uH@+92Tj7Qo4Wb-RmvG3$C^HNr z?zMDjFsTrtd34o@v(3ID zMS9bk3d&|9DuUoJFRSB%(1cnM0RV_SQ;d{=KeIfp?LhuJfI!rW6&QlSXPG&+LMw~ajIgM@?L9u4RA~n(8DB(zlHL(Ml$mgssZ6-CxtOxnXtm_Ms z1da9s&t}G0Tv$3ya?ayi$twzV|B}=}y*Rk0?Z8JtxKVnMZ#Kh*_)>AST=?`!++i)< zC*dLG-N82l+B4YHr|sBrz5B7iV~lZC6mB0g2nyxR*^ zuB8qoen1o{$n0uMckQKSIOkOli>QCGfu8<-L=uNk-VKPJ2yT)~K3|StfoX+c@7^T`m?IYzS>UnnAyvM1b5k}GAlU)X){4}xlXQ(GtkeP1w zRaT&#zhcI(ZBj*O;@YG9L%_lEY|My{6m5vyZ^+w+wHn@=?d6qbvAWJ9M}_J;%Np;k z<3RJ)ovm+>GHvzZ(H<=$;+v2~XW)Mo`e{^pc4!X@wx-1y*0>KQ@Y1+Z?8jj)&&8XU zdlX;3{&7Gv=~@@tqhss=@uIg%rtl)G^LzSKg=#0&txrQ7!1B2lm%msd(zEb1B0h?X zp8nOo5)35Rd+^7=H*{kb1680kof)?HY&zb3-bJk-eZDF4$~c>6$T-YpB%R4L4PEr=$(;S@{$s$_d!0I3-^%ysBalGl zKJFcfsr)hx+--57y_elM*bzf>jwPWWDzK z#I_8u0@ZU)T5uESZM_n070AwJGQq;uFUv>#WnKluhX5l_2ykJVSjb~fWLg2YRomq2$gwzg-LNL}&C z)Y$yuc~{v?;l2dM{!|7wKi`#PG#bdE{lo{@8#I3@HJuhtW_klC$Yu8Sn^tz*S+TJ7 zJpkY4@Ym&MKr+gjRb<*iU$j2E@vOSX9CU^Me}STvda&6 zx-x1HrACF_!2D%F*$yCB9q@N9Crsui?0I_uZhUNk22kEP$HzXfHc{0%Amu%9&oyxj zUHM^8Q9%)|)aA0n@_ICW9i6|uv33-+iT06yuSLjmLx$li0LD)cOW=fnki+;$;5Za> z$d+3Wrb}%qt=381PCng?Lqm@p8n5O+V&<+V9N=>tcJV^FH_GH^N9}t*a zPfihV@x@~%N5a*B|MBY~$k8==sBvCnMi>An2x{!Im49CQ-id&0zCoG zlXbZW&m2+}7{Xv@gZ#4}z7^vVGQU>+zx`aWeP5BEATEAP;b8)8W2#RX=dersjnM3W*W3;?2iT4F_0d8- z*YzvG+>a~jHu8ac5#qYvFJGtY(+Mz)IP>-IU4TcIy-if8!Sw=_6DB!kIc1P?X*(}a z_hPSC_WX&;?&WW9bp&S<@^u0%lU-2%H4@iwLY8wwp4?JXl!sp*UV8?bjOv{is$H=c zeaoA)CMrkfMfXDH7gdBb`s{y7>6ca!2E2mODllu-RBV&wxOQgPB0a(}%wp-Na;=#cggJXUfKIlFr3Rol% zw<11;Dy4wrOFd~^LG>Qs3maDu4ufUSd^SjS%+2+Svj;-s&VjXoS9cnK?M%N2lFf2E zd11lcyVQiiJAN8_4Tx?6=L$vVLCAN{@ml>*pnb$4AVmCc*?;-G9!QH;F#@`0{3qdE z&Ht13t}cF>|5VDvf<2Rno(7AJh0B9=qaoQ#ayLbT@4i&GcXbf=Z%dN=@nB{pdOCC> zvXh$B68ghh9DvGQ6;nsc!6+*?gUjY>)yKdJ>BXMtwi9bONnlO@`;XSfRkmi}tY+nN zu&jAyl`K)+-%>TLHr^1@cOTdd{d%-gxwF>d@gEnm>|Bx2S)JQt7K;piX@5ojzK|T9 zDk!nBCsSj8MQf#+?ejt$`N9(vs{^dxlbhZl_K7T>ABY}%dm^!5AjPUvF#&$#LEOio zl0y)QAuPQ_o0*gsTW%kxuncZWh!uQ{tC~GyDrq~p?R2}pJ5IttrV%e+h~G9K2<_fp zlbeEe^F};oNaRGhBi7i^ou)$dZ?EfzH&Sv7@qQyvx6}dKJH{Uhz~cj$N5O9(31COE zPr|@3FZ#YJcV#F=NqeQ=7{}hqhT$3{Vel%s_e&BVPLYt9qI|M*7;l21mOjgn>kHNP zD^a&orR+>UeRLxXO4)f_T4h5dPfP=;w2kYd3)nR}7MOu2FSbsz)b}uUZ7OViXcG7` zYesUm5V*RHj00a*+e#rT1#RZ38~}eA<~^(p_p7Dmq^nRf$x-xScp7tWpsl}WPwFxV z-7BlJ$n>kvF;ZC~(^GuWy;I$Pd7$E5k8lhC!2a{({O$Rz0N^64Bj2~qdYMAo&12qM zmQFA}4!@L+XbhC#ey394Ix5bZ5S*pYNBq8WJWWIC808~~BM${sP>Ke8ROO^}B}^>c z@{9z%B0pAzkQF_-=S5N(;XUNokFeU#HcVEPdbbvC(ct0vW8+eUGt+R#V{HGk zL=vRAV*@U9^NV|li0grhN4P7MZ8$5di}$L7Q_8stHXL}beX{PvCBL(|3I{~fk6T!- zwd$vS=#BP%a*w{!xnlA=TEoQeNo*p#_6DrsSlG*07q9Gq3?5C- zG(8^SA-)K|{z=`q`U3Dw)~Y{Na5+gU21$qEwYBFA9b_8wv+#KkBLD!}w^n)?=CYZV z>hb#8zqOOHFL_o7kAdw9M^eE->j&3|@Z;J)EbD8xuTKc=0!Q{>)w$1N)pvpnr2mhG zHnd@haVhq#l-Mm$F$Vn(>hI#R4-55Q0mTLZifGl|zyXMbRJ{uy(!nuBseV*{5Z3@I zn&+6u^S&pdtR2*In^kWA4{PD~O`G(`1*}n_+dKZcm+K4CrXUaWNd=cC?~Y-wgJ1C3 zid!!9<>M4m*ETOK9=~NWjAjE*wNPeRk*Zc)4L>=M0Nc=|PDNTWw0lDA!|v)T({cp zyrptgWr-#FQnHkn$y=YZAH-{M(wfX7>B_jbJAGS08aPlO{({@RN>Z+e`A&#msO&WL zJl_~m?o;f$!J~yOtb+|#+xn;i14C>-lmP8+7HtLp(6+;-D8)Ji3*;jF+*A?c;2i}w z_7$@jsr2_Lp{M3T%p$aDqCP`NSaR4dZ6e{)g9Wl zYB6bp=wCX0_uxTGT;P{6WI7G(bwVO&=E8CivTsSai;sub_dqqSR4v_s<0P=N$oes+ za17X4^x^Zm;2rex@dkhFXVmweYVsh7FH~KQEo6oltnaVu4SXV8zwH9&hDWX{&F>CN zy;q{Z_%&;Jf3+pb_e1xgjorecLSPfHdACR^OZ}2n)?g8sw~nwE^u=f`g2{@Y7$d?A zk{!{kCal3DpzVBnSBozAu}mqPMV3E*V7&%`7XJyr@+W=-7Q_yGaF~xZ5!c1|hzW0E*7ZMEsAr8R>v0-i5Qd!%? z_jIXWU?UsAX}0;A7Okl*T2ezlG$JS6+ci(t{pHP0wcWu%k6{Wy1|{patIo)=$&n!@SSdqdyfgL5mkf`H>3)>;Zxt49((=drfq}c2(hB+&kgG zcNhq~|1ZHqXiEza3&IbAlvwHByWB_S+xN;aQ=@q?ObJuh`n%#{g(YGm2k85N@Lr~F zGZ{T-`7ckGEwGqTZgrqvzE81BQm}$zrJfd zP><{qo9C|qPsbry#4zmc%%sCDg#%x0xB?u`$giSVs{&WE@nEn1$kDjk*>hdL!Aqxy ziz4${F=SHVFL0tr{{(02axQpgz_Fz05{sGMdL<`t$AP_@ydIo7cDSi}B34LEMCy#PL9X_9gy<{4BB2m}7;AWiPdp|ykVu6hJS>6F)v-S8h$#x!~ZOWSt{JHZwoSP3lw;;|zxm5Jy ziegV_i`sh^r!klGYydEV9*{ReU=$SG`563{rvlhBhTV!ifnLq5TCmN5c(L1dy0OGn z3(KKe=8<9EE6Q@PdIxkVD#N@!oO8a+-?u=L5tHqYz#eMt%VOfR%fQ^Jk87zd;0;Xo z&W;hvX2*zKEv}HQWuzCxNj}hPZO!n{k7cmG6P|;RHmeJ}d6PF4JO{&nOKOC)(HjcN z*bBKg2P+md{TRU%=(g<)A%1OyPDf1){mhS*bH6~#C4(b}$=uLR`XF=W| zIH=8@ImyP>p!baOL*IEXPp~-6Pc4}Is}+6E)>{QPr-su!G^La%GA(b`imXRPSyhgs zw+h0+7ikrTvSvRsrraZ=BAA>X>lhI2*bDO6m{5eYHZ6b?h_o`;Gx_7gcrrs7Ib%sgR5YTOekKy5Fs{P1u&K*9lF-ROatlpO)#a0nx}OOW6=)%~i{K?0w< zY>>+ydc_yS7v|E34^$1yI=#|eC(@$tn6C*JSN~sB~D9;4(kR(8~iH3gX5fzson~DHq z{X8w!x}Ec-NsEpgIFx;(sM26rmp`ZP3~v~>!N?MuDkPAj>_5aa!OOQU_bk?X8$Qq4 zgnCr{UWIID9t9gZ{g!zbx9`DsRy+U*qzCTWU$X%uw_8g` z>;`T#iIDic;LuZx&W6024Zy-An}BWPrOIUx2LocX{qG!enaSN?171>degSJ`fc@}% z*%~mAQfz|oeNI%kagJ0M+0kX$l8y@--}mEks@k_#)$aS&Ti6*~=+GF_NQgb}Mf;p9 z=fYfEeCV?Ig)hy~MY*=zTe13u$K3q5WEODlE_1PybYkEyRc2>uf8*$mG* z^_L;HnATX#c0Rho-XFg5UmB6=I)tPWgi?GsTR`EeKLiRsr3LQg>yd=F>m*f3U;ChT zeObj9*|*24ae^Kt|GMIu+I3n$DtSDt%LHNvjJU3E0Hvk(pF$1xc&_@Re+SGSe(JK} zKgEZzmE-i@4nK&U?)UK-p?`&7nAU?e4`?~6p2>))+wG|a!kMW;af=WZQHHcHxxj}J zN5-Ro7iNroydhV$oaL@KO^utO@8|2ixucXaa^&CEGgXG@t02$^aMAc+cM+)WqFivo z4AjKImLL{z2XMh0W&bepf2!nw@bFYq%!}YD!;VbGw6DZ8r0t{u=Fjy>`byNiH3#cTckRDc4Bi}lP&M3t^|AplG?h(ZU#n=l=vm}dpn&!Q@? zTV!bQud$6HgDo@^E@s-T^P0s>-8x$5RInCA5B$zfk59@yU7foId#N(7F^QdS9_!Xf zgBn3pK;r*L)|baay}gg$d)qHjxi@5xRBokgS;l&+8y?|Bb(Kfl-SzjMyBp7*@xyw7=_=RA+`(o^8*x2pRa zT=>dqew1^q4}{l9f-G4yiK8FY&AIwEbs%-XDBt7hRoJY4(e<}!WbC5g=qGhh8AFVx z@4Q6Og1Bg=)JtPe26~GOd=osa6z$x;ylhY@0ul}IRm3QdO*f%l0?I3Gh=TTo!yoj; zyN>|d>X4+KZp;xWu_b*m9HwmFP_nje!?Vb`l{HE#MIJ|gmCgdrRsHtRxm4K^{4Ow1 zOe!m2ffPaA<;5FW)kVxuZ{Ue#dWC!UohbTW!PH&Jb{i))N3LY|Z$N6Hd+_6SZGX#t z;m|FG6N1SWU)2w~ZD}B`AwKr%04u!zbzaaTVKB$OKg;{Z%_7Gw*W#A>5ny>tW*roU z9rp-?tEezSI*2;*_v(6hKbDb5yHS|tbx`2* z1*2Hw;5)j@Ymv&QkB0if#+1OK4#gw?le_NyF@61yS~kH_V@mB~V&~bmc56$jaq7Kw zOD;m?CIIN~W9)k%ig~2=g3*?uWQ1DHYwNWy!xnM-3H*-?x&BilHlraP9s9J;8!ZhLSyWnK00|qB?kvt9`FF_^5?d zZ{YNc>fq~o^WSelw-+&E>G?ETAJ`?>N}u|W_S zB~yKkgpha%bNZs81y+;6Pil1t6`e8t`>pT+zc3dj$R0N~nF4h($UzRe)t?`sd;wnk zbL91{cK)EcAFjCl8mUBF1j_|U7c?`-4#XEF$WiGkkR8dm{8P~2>ldFt^F6yXyzv-S z5Ok7pGs?BWiqaR+f$ifNzkSQ;(oI{Mn2b7xeOemj`dkQcDPepXUk?=n6ryQXY$85~ zY&CkWJ=NIM&xnXq%$pCKDvMsZmCS6|NY59X&QEE`HWH265|naXk--fT~a{5tpkk@&%# zFTldlr%ofJIhLIR*9fS&sJZvw<8EKi&h)R;aVLk?t1#V^AB1dd*q+K+WeK)dsNhUv)gLh=C3iS zfdNRz-}hT@j!L8St+utc>au2LAEw)kO@*ok<9-b|b5AcLi@fOL1DF3;C;%qZ&Wx$MoIVuVh zGT20}-(H2g!RW#OyKM`TX7htVz(ey0n1y<>7EbVv~d;dS;!ps~ww;!yq=da`6*_;NJGJmER@bZ;Q#o@8E=AGIAaS!kg@ z@<-ku02i1wh`Hma9aXqG2Gl*B4tGZ+zU&xSegG|0L(oD63NgR~T3LQts8aWc9`^358z0w&G(ku^ zwS_xhn=>Qs6>G)ZKFt3mo2D!^)^&UsjQm42J{ zQ=bc^tNOS{gGsJb2m!}1D(||{VWW^NY)8FGcgm8!kWox%g52EqK5cMUB=2p-+<@J= z)*e`tQH7$Xvb!Uuv@7D-RTo3Augq{~#9S9&ci6u&E}VP@@^X{f2#W|4SV>A!sa!K; z1uVjpDvDXRwe;vm|4+BKG@|PN>7L&v%!w-y(v~^m)Bd;1#l3?PHdn$3u^u=z zNJR+~WWy5*efB1^_D|En-8l9VCA%u=EFt@B1i`4pl=-QoYJ2>2VjShA4CUxYS$!YH zjPSh~gS!p93)*Xd6-D>l(a?+Pc9x$YW9mP-ZYSfxCT1C!PWvKM=_IKv%GYtaX={!W(90qt7uLm zFM(0@e|Tx3WD8NUG()Em8*)(5HCcXxe4q|wm$nqrfMm@8v_>=HzbYS`e?QcTxvh#x zhr}c{_Wcw?1f^%+fzubL8N3qF@?}!O7~ADQJkt}fBKX1?>{A+qXZJU!r!oAy|0)i8 z1SSVAobu@6aA4lhZG=8fK)WB3z&-fSMduMYhXVC0;=OgE`K<|-z@Z=TdkOs$LQvnp zsirrzNmNZ9o*CXX+up1;2_isOI6)~J7FEBdhk4KC3qtB^He)IRwh20?cJ)N`czlIQ zC1~o6Wgk!}IW7;!z5=n7Q)mK3OF>@z3-U9qEa9-AqrRp{;LcD5@qYs_vUhf|upYzQ zZ(#wli)lQJXzWzCb!3{G7sz<~CIyp}RELlfK7h6c4&mC)#NDh%1$5J}bPhJrAWF>K|c>5dLz z$p@AG*n4#eT4Eq{QjpK9Ta7lIlAP}iw74m0otpqN0l|=$r`xQ(738gXhQ9UM3}i#E zQi9qHy}=FU3nDSC_!|dVzK@^~(DhZg6JOr*#*i2IWec5Cc8t}Kzo(%v5EXCc|Lr$W zbmAAFbp!%wZt`dYbHOLQit zzV8D9{sIBAY|i55Nn|%ikt|g|++NMi{78JtL8>>f@pJyT)v&d1^^ZkXroJo9s^v>n zgL)7SJ?}c|6Y|33O$_0h)0qtMsoV)4Q+3?u#>`!OU@upi+Z80n47X$uKsvIEhm9_u zXpLP5Qa0E4fh%WtM|)S01q=elB8v^Y6{N9~{yLh|z(`)ze@{}IxtYTK>NyCE@VELc zr7XbZKW!m!m#aE;jmhvS9==}@wU-qd0)gNY=!azP54<_6WL2u79<{MBfDU4G?D4MJ zFdEli$PvcF>;8vHc}+Nc2!&e{hw9{cJoYm{5efo0&uO6^r-LxI!Hr+S2k^o-8vPwktYE9`CjqAy+=xzg-{ zz2r~wc%MH?3ot!Ooo!3TK_=sCZ!X7nw}E&3FJ@;=o~357OaB@bvBE51=TX0bZ_R-37Xkx1q8E z8;V*F0Hp^3!0D}i!lP^=LXet{vT6e{Kl%ioHZvQPX5QJQcB}&(_*5CFx3@{TpLq~I ztN_}(g;#J0jdr3yx)``=W^0u264*EoZ&bTyRZN&dC&UA9h3PTUlRh@947!1JdpEdr zMn!&Dbtcpqz5;-H;wJYxChcHYhMn%yFDYDuPy7$)bR#Me=5*N79Kw(#ax!R6b)P4&u_SxI` zIHz_jb>Xp(3oXi{@?Je+rN~RNi=Z>#uoT;s;3z24fS$Brj*+_)Z%7Pz`R=^W`UB80Uw(BDDbc9wkxgw<}jj@#s12agoKyaXst%rMWTL{X>b3t11i%W`?YTn_y+a4$=@K6I1z ze*arEdDN&rl$;jG*o5U_Hal}^E2a&e?a!2TDNof#>SuymtE)Ogo@?zg%91ud`gmH;%F30?EMzhPJI8-5 zmK~W$CJY7#h%R=r6~*N>yhvjpOq$PtlD2xtjcDiUp63_z7~V>FN_+&up@$Mw!k=Q^ zb+P(%JDjE&1sp|>#-9X^0dmvUJwY#$r*q@$GAy3vLTPG8>-e)ta}CxxERb!qphxjm zf>SaGQl5?o|H9aQi;4=^z1Zos^_|Hlqt_roN1eRm{3#Ud1sLB8G}Oi?dE1~YCy?wAZxG0=1H(*Y)PD^iLn%>08*&Uk4dzU69bgHD zLHNt_HOf%vb#=h#IFbq13ktY0w@eYEi{P^V91lL=xGDG0beLmdr>I_JNyDvyyJlo3(lTB{CS(~86c>%Y) zZzz&;F%JFJcDRc*u75;YzN_5V5Q{lyNFK$cN!$=OM_5nJ71sp5LgLR{8H(A0wr1a{ z?vVkxPhcROJp@sob^6RDl*!Ubf+=|WYR#j$Vx2hQrIbmtZYLa`Hm1l509OvG{oZ@5 zR+1{^hRQSl0h^0Z9LR+4mct1hbs2+pBc5~L=qN(NcGMHFz0ikp;h#fBA5vlqllH$! zS$aW3_FQchX_CksQ__r zd7iB!TpB8w6qoKZvz5;e%S|XGB*cVvyJc?uqgS|55L}9Mr^W)CI1tg{;|Sx~<_OD1 zS=x(OfExYl4yAkGZ|4k#);=|zTDC;8S=j1GKnF)sbG4fHN-MZRAbE}#v zHTU%_+UM}f%0W3O6UvNu76XmOgWXm_Ik>1&I5YAv`SI$uiBbSPb%uho!)!rs8Lj6b zcv6V^}26;1SyP&L;7A>3_WN9PdNvMtMLBZn)WYzbB*lH%$r`Wdot(rDrjDZwNOz#k(;j&VZ*?jW0h<+S zVk1*3uNK=_D^|MP1^33D^ZpF2p%d0EPTc#YS&Ng~z%C~8xLBt3Ef6xqHCx&Y_eKB* z)q1d8E{X^C)+~D|WtXcnrF#4l8=FUg1PEyZ+}i<@!3Mh(UNXqPOmbdF9KRf6x$?J| zOi#pA^IM$Xgk*~o<5THYkk9k^^1m>x5@^K)l)nJVG~s#)TapLu;7O1YfcwtjT;{Unn!*=1Y&uEbQZONI{Wv7tyNISqGmv^&ilba9f#bArUM1p zg-da!gt@nF`{E|81Ah1KuNm=Lw`uX~LGxe5WKvv6`q}iQeB?0ul!J^h*b8Idz$cL(R=_rrRUR5Q1<&_P4PgssW0ouHc28mGZOgsOStE~uu0oVkF~iSghStz+%u`_ z@FVBxJO2)m?v7~=m(3dtI7tj|QYgp~@xSa=JwV@tY`9~&t(@Pw1^WlErW+xMlX%~o zilsMEN6e3rXodTAu*x7<)A51(HTknFX30(f_~V12gZ%9q?_%lTnju!#`0 zEugl$skq@Sd_cS^oo&Ml8aWASo*lT;hkmx+B(wNm5FdF4;FybJEjG&lR=7`U=+gV2 zZ7d*)%1o%9GY9HO%t?TDp(2#Nkv05B(`4;H zlp-%31n~_}QNUZ!xod-9D~NcLXMwPG`aTm7w^Wq_JgJC3-zI@f2m|8D;Qw1`yj3Sp zVEgLJ$20+#HZR!Wzf=_vTR|lx@C5ukn$h@_#^2_^V_m)^_!SriuD}GUt^)o#u~KT} z&!)wHO=`q{qyIIjnEyuCnkTRUISY`#d=3~H%yZ`dYx4hV&i&Wq{nwmbZN|VDhAhZ) zJw;E@!5NOOH6vK&Ic1UpTr6D7Eq>SgeOj(B%cv{1dgU$ym-e4-fC{^Q>il>L^*Uq4 z>#*i-{+rnNPv1uE-aCeV7dc$9LFZR*4UG$dQdt49vKqZ*7H3FzXegba*R)=x43ss+JmWzYC+E#_orI}Tn{4VYjo1_CB%E!NC$XmgIuRA}w*;`{wz@g| zCMp;6a)0x;K|4Q(3)0tN?=rTT=5zvla0g&_17EVu4jsIP)FeM~-v6xscQ2ws(Uvm9 zb?;=<|FJ_JobZFopKl4^^51i{An9Q9wv+S$JuEz!p{4CD_|~>p=WR z+0={CvOwLYFuz3YBfmCx&z-*{;at0s2_z)-6DmEA7xA4!89T20vjocwEgjLV&;wZg zLactrZZsKB*RTTsF?v^#to|c5NJ^kIuXASjW$3)V`m-Rq;9}F#Krjc15o92EnT54(Z`UNcdgp&&IbQt1HHw=(UjJ{aH*sbN z(&tL&V(km*`&aCuQ9@;xeOz^oo~X+huN)zoBullCGD0Ou(d|NIqnDQWd(&1$d=L#Q zO?efQ@l&EN<2EI=fOK7~9}i8;ShPs`$rY`*<;&QF{c7_Dc4PIATh}zod7PG8xhG(8 zDf1f53sb)y{ma$nanXwHx4*^>B%I@;6TRI)uQeD~t1`B=?YfH~dmg2h zO|b5O0HVk!d`4G=n&JfOv)}2-u1t47qZPwXX->mpu478HztMQ(^MWW z-sr8Vkb;uy8Mx!>y(^P{m!))!Q|^zC4_V$B<5ZQQiO^#yhS7|VqO#p1R=P+gR(O*Z zp4Pj904dkP*fN+%D9u*mbz&2(1DR?BI006xBJUhGDA&5PKwS$BOu#;cZ9wa`@#en`!T z?lT1Uu3I)?ktNk-*~?Q-X~p}S0#~qXpQ2`^%OCPeGE}J#BT_(@mC+*ve&Vh)4)l`! zG)*4ImLVL2@$vDC`M1L-UTi6Ih+1d_#o09mc0P_JL=9Ri;J3~mc~E@={{6i_|83m7 zm?<-4xkjGvNB_dtIi_lY-^$K8MORp|$XJi+9C*1LJ1hHXWkfj*NsH!L=n_sW=3xFL zo%ciTnvwlhyM93Z2SEos>>+%@$7bc9MX?2CmV0_GMDUc8*fvy7g7LJ9BKKfo!Vz9{ z^%%C6ad?cw^ifx)`_M*#k}Tax&#@r|5WkH4G$UITXsxBO#?|Q%e^&j68dZUt^!^86 zr11kVA!q4|4VCFO8lM+K*IMI%=;outdXr3iKMy}li5P6a#MtqPKajjTFD# zjqIRqH&ga{R}Y3K7vb-k%8GKh-B%DBp+DZ$;>Xn+qoB98JES`(owiF<-HHc86|@!2 z3TO&HI%x;0i0lquA_86$i4e0-n3SJ5 z0>n@45)^O%9jvbH->t%wM~dF=2A_#XYD4-#iwL)$Q!qm_9;9clOE2C(TNxNP1x;cn z_54xrAJ_nKDh$CsiA6>y@Sah1)-@jpf&~&)Bv6a@#svqK)S4R4Ud?*l95B^n?U)pT ziO@ngx33HnXNkKtW3En&kl+SBJUb2+$9!g4#vAoCsIj(u=lDXvlG<3ZD>xX$94w>#O35jrz6gx+Z z8aRTgf?vM0~Q#aOW2Dn^@#M1!x|- zN^7kdqw}>(@U!IDIb{NT05`lKehGVe^!t19Y3dD6^R|N!Uv$7FY$!B~WHsWW=9)vC z_ZTpIyCW`f^}!z<%^wJBRgdwCENhMRG-R2R^Ge>IAlF4wJe99{<}=NwUO;^}^T!PJ&E}UfmE-dM^38} zJ!j5w(;W*5q{)-%dg$}lfbg5tkLvCgewZ`X29}PQnj3BX-J@ytV-jeXkR${Ja=M6GNzrYPO8^RpF2h_ToD(`Wn8t%QAqbQ z@I+ux6B=QNXrA;FkA&EM{cMpv7-MRiD!2bi_s}`+gm!RD`;2-KbsI@{gC}BUQdJki zwJM*!oncL{pOZF#q};QuK2H9m9SrpnF6cL=jv z#fg0AI$@uXtj;4rRSg+L*mqf_k>sV_A;*3f_kJN|wqBI2;q5x)vW1kE#eczqRLz`A zBcnCp^!wSVPMD2zrZ(lXnU^6wr?yYMZuFI+R6iBsWdz;AxHdDxO@&kH1=0$0uJsQN zSoiWxZMYMSV;sUV+SW3uBqE^J)xOsazsn-0@-!JEePx907noiey!%)d&s8eP|_MS`8F;$sno_1|f58dU~GRCQS*IvbqU<=#h*cyoU`PI__ zL9V9m5G`So!!W2i+RM?5b+?1^2$IsM6j8*ww%3NCb#?-|zT2ZdTx)KzpO=(OmJcF* zE5kE(R8Hiu-^#M5VVtdc$YnS7U~M4v4^BYq>>Q_*+2K}ve|tIDr?Rc>IBM%VpA#}H zBA?I-$wimE!xG+HU&<=&as2T51YIUAsjC{PXGA>Qp+4vJv@$v*)SZJGX^MMF*jG10 zmv?QfF+RrbQpxtcJSC~!c#eL5Xwt8*l3wGO8^hgVzGG55BMtmxU0B=(CdD9Gz&mui zjcz9~h^|mo%-3R}oDY>d4JtlplYB=%n5N};DKnUId#ZT6bXHK!?Ny54Aao*4QF1r$ zjylw#vMIU&V%M|V;GH3dmrQ@holqghB5hSV^%C4{&tj8F0h-Hy{}m|{%EEb5(j=M| zNslO@hN#c5DSc2bH{hU8UFIs_mEogcxsMNYO!O>RIM44m{@2;a`8)G2* zS8YP%ls=t#k-@T;p*(@L6ad(ZnJ3h=PQtI0zJ$nPiz}$G;ac3v_UQ(YkQ2qk?M`9; z-XHu1zA{tFllC^(M3~x}aP%6`PJ4!NHa8jM`532Opy{=6e>E zweogxcm%aIG4hnCxeDraQzyFn_D!Ua<5tx7$ZFv%so zK*yS~U20P@kKIt;y)b(+E#tk+)dH|M4c7Xy5`!dyM3^C1ZronMyXO1q0)0r2VQ@Ff z7Ux>uLd>DrII-mN)`Dhx-hDDBjmObBA8EkW@UP(9&hBsuw1RhqsCb?0XoCAr1mhNz zA93{*s7I0s(qUFHA8c8FWCxsGxLiudVCc6`#|N-prPv|+Bt7X{4N4n9xsTtEx?-A} z5*1k__%UTp>qmlYm@7m!+w^$3gc4lr!<(4#L`+B2eixodk6W#F<^Ob8dH;3BA795DWAq*1l(`>Q_HsoFRfSZW4oT?$p+H#J{q~s+ z)*Z}N^rT0ao31ji=n}iY0AqDf5b1T+OLU(c_t&JE3X{aMa$fuKIo1O3#jUTabMdF+ zW@%nijgOh!;F6pumRv!(1!B=Xe+#`SMQzhtSaD?fb=Q|Bv+l+kl4eNBXY z-KNd34XBFc(XMdjg9-S}nIpM`;0jhQNkn5O5B4^s=2+=vUU=er{Y~igmy+?5k2vL1 z3sR-~L#z%*87w_odY>&m1HS7|fL&u?^J4Z$c0wW<<-G`J?oC4){^Ds!z)zIlEa(#r zTdD~znLDc1NNLNd9jyAD*{cuJbSf^m`V^dExbB_d-Al8mCa~FHzReGP6zvi>JqlkT z>t;oUZEF5C(l3sR(b*?A)W&ruNob@fA1w`;)(As~mblTWzTZ_zR$RL_5sa~)3bnCi z-hK%5!#IIC?E?V+dAc-Qgbd13dnC{h*(Mt6U7y;zBW6Cijp6k#q59Ic-~6a7@DCHk zr{;N5nALV#k8S6^%u0o+P;+Z%Fgn`hT>!i&TA7-suD)bt-&fw6aaG(sZHBlbC#FXWGOqPBlD(nsG(D6R-fE(;*LCkRpxZU+ER?kz zkj-?h`oZlYx$nCbd+*V<4CB;xy_|0|ThujNpV@ZreNDekZ9ByrDn@KzepGKY#A!#& zzCy6MlmoSzG>rD~Wc+ivMtI(OX^&LV{&k47Ml||*qs`tZ&+*?;*Zio33)6MmMPIMv zf+J|Wd%xn?TyNABG0v3Q)b{;vd*g^XdO?57`Z2n~`9qsG4jr;g1BX1%eq`)@1?af9 zMs59EHHJUu9sPJ9it_F-bWGKnQY*e+c8Hl)eItWI$c!%I_BGvxzpi#mAoX5EPllJC zbpk^AM3E_?x`$q?n(*i90iMj;N9e1NS{7PUN%vj8z7A%^UFG0*xPYYh+HNN$nO|wy zL#qFvizITM5w20{=O_n`8E>P{b>W6Cr{$v2$FDRWBuu&Ki$I9pQcuVt$j$+qasJA{ zK!|f_)xW{!ThxnEZ-5oS?-6LLxqdj69Lo#UUP7Hobi#{*J!B-Pcl)E=y&;tKV0UAf zbpDo^7`=C3_azEhRPwst=;e)EwNZ)ER7>H5GVKp`BQ2-YQX@*67e%+Ta66pO-aqDc z=eske2RQAwsK4?|sGTj=Oc7A(0qeJjjb6u#IAQ)k^^It0$c88a?lRtzdTsC|v~)Jh zhXUW%as}{KNI}#<`hsm^PG5(k9uG|e5F4;xZz%)yVObBhoxlvZaq$^?d}kd4SCW0&3hLBJLk{Y%zI}zIuNaU=pC)W zJ$GyfF*Nx8w2tSCH#1Jedl*SFKYmDR?%;n78az~HXl#Y~@Xjl{p$02W-6c-?z>EXS zeM2b?eh_0s1YceoW=q|N)lq>u2bMyRcR__A2W4)<`*3RDJ6Q8pkNAwE)Ca!bMFVur zgMQ{dlr+nDNdsdp<;J++Joq>o@$Ll2i!edqWb;P;T((pXcnY)^TyO(uqH;BXdK@SYKH$$R zrm`3vdT8ySC4uR|bn&(#3tj zJ_o`d$=8}KV~`mQD3`X`o&kvHMEN^MjS7t$!U(l_J74U zT#m-MJ!abbsYq4G*Qz#j4k(_WDE!9BIYd(7&8g&SY}y>|X73bHP;C+oYurSTtXsvw zzGcgLk-lH>OAv)eW5fNfuA!_mp?TS)IZjL^DG*;K@h|+zObtW3w5Yj{)ZPA_Yl>fL z8;es=q$gXi;rtuRX*mFiYDq-aG_gAVSi`p&#<<;Hct(?x4itSjKUn*2Rn*2a;Yy~E zs7UE7wX?&5tZoYacLd%*eMD+6*H-rjMN()3r@zkntx#);PQm6hz$#nnI_%pl{n?5R ze@`}vJaPqD%fCFWVbXjfz@Uv0rgGy3{3yFEFbD3rBX=>I1wYa9w`*gffOI}tsy6Ij z8I8m~)e%Ef=iX)n#mFw-AZ@j~-WYG9Jjn0?w%vjQtJq#MOP^XrU9?1NsW8ph?e|t{ z$)x{Sg{bvZZSZ7W$Cj|K=ne)iIUP)IM7XFh^!yx*kz8Xj(6&nWh|83p$N87Q?mNl+w zFPOvO>(JbOl-Mqcwe&>(^t@5rXxd}#QUew)e?i?2?2CHyguRv!V6tio6z$3EnO?IR z8*02NkI+tM_3}_3({#^T$wpC9ZvZ1WR`0q&G@I;2g)6BGP0TpPEVHs*pV$W3 zdpVc<5Sb*@nyrk|mk#L6UG@UIvDhFF-375RU$yg%|2j+IW|C1t!@9j2gnDEa)&eof zKI?}-Q{YJ;J8W-Ub%lrcBkj`o*i}nmmaS~1fjL{5S$#kI zS#}Q%@CSR9{TkNEa<)P?jzXJZIc=qoRmpA=+PaIVx@?kHR47P?WOB4jU%sD52SuPe zayrr`}FNAgf9-;GPk{I@$g36%b+fPIU;>g(hh8I>^cF&O#S&^ zKiZw@6oL-e1J&=;%&~j0Tl$*SIgr`j>pXW{$@;_RphuT;{_NBX}yNlTbl*%fsgQe#+=bwwnO5o8w9ZdpX!F6ySrPlaL%R;aeG%AMi%U~!lpux zH9zl1j-rzy$_Cfv^1lu89GhD1tNFp&mX3$1Sk%nzRzUVl9dnb4rYx-k6by}v!rzK# z@H$Y1ilH4)yZ+&n4DnmG2R>EF0X>kY1_aF0c#cIJ%@lO#w65*ys}#EPIjs%#r^7a6 z7vSa;O$i-^*c0!!e4IMQijT3SH1XS z)&qTlxT^4tb`ZynBC`Fnwwj9ad~!mEG_Fy+rl&^xtXy4&p`MvIFbMD5x+Q`?Vlld(}dfYX1>*iP9)q7OxpqvFZh)$=;be$q`oDoXkNj{>t)AV zh`K}whZFoZ{bH3$4nM6mbswXZy6H*H}o22?Y#7m)$k>Nr0`Z<5kH;aaIcn(au z<@*JQwj)SOU;TQXK|RDZ>xlT&RaLGjq_jEfxrD0@{ko7iPhh_;uFp$cs1%)Lx*Hil zm_i8W#@YK%^F&3A^}6V|E7^+wH2U{97XGRj&3k8-88cmt=lB#Iea>DK3mCRBG@%0T z#%W^kBfYlYQN07I+@Nv2^#toZ*ChGgp}T z)lN$i<9d4ueh02ipBW32d2aBObBAHWK%cngE zydM4ErP3Oqy)w1FwSuZi{B@%`v3_f3IP=nT&JY>38$}xU+bpf_21f&|!da}bp~89> z*P>?o*UeK4c!}$Q*}1_g-#q)H@NvY{U)E@)^faD?in#y}4KN5FGXs`MSbHdzhJV*y zu?a1mpz>?nh`tF2@%fLmBr~)FVZCZ1+-_5v8QMk#sYSg3CZw1-_Y%>3ocb2p(3_G# zd(`w7WI%Q<%V)Avt~hnOghnEG=8u?-y=h5nN|K2Zs#9g@tQH#T+QcucCQ~7i4^$gTm#ITxQuII;y0-Xk)VZLpDDe>!cYHUwfC-B2Dd2-Q)jdhOu&FiUub!)12 z*V76I-9q?nO@yF=Of#w!5(`g_uyW9})-4Q>9Aa9TPrHIuzy60*^# zhO@Z&=~Np&`z5nW+*hoz)^R^VfD!{v&(dBmaaKgS&WyqCvgs|(WG~W7T~RO)GWDx2 zBs(Yr12KQeh2VMs9zI$bgK8iplsO�*;5Jy$e-nej6?h*r-1#bBRYzgvne=p4(3c z6U*472kFV}cv=^7e8}j1Mo$e$#t5*#A4R$t+ue4ZIRK7_rM`?^Zg1>1U{Cn&=WOk5 zL&&%yP`ek+t(U05p$_;*auN;( zKCSy~O39fxvzvH%1>3d2OIuhfy)=I*TIc>dcIfbX^>N< z)cz=Z`fBzYK+tvrmb@&h_k)Q#%Oc1CsCQX2uf7Gih4>5kdx+ak0_|?@HkoVnG_N3z zLmY%^m(QF5fV-a9Zm&Z4`@KH|mbWfgUfwZMGe%Dmurg4Y9VK)V-NLew?*%1W0$oZ= znHAIOEUi4V`UF-;81U=7xOWpM9ggaRSHpeENl6s3!(g!RCJgN5J&cAjQJI!IISjak z=pLY)Z6f1&BoW?%8^B$-5C0_HwGRwl)-+)Ub>p7zMfsxcI(uIalduKSj)(?UAjTP+ zx=|p}jaFVh&_V+bX#tIUeF(S@MMi6xc#xs)CIq!EtwU60)|ssV+xEx?9B9 z>`qX_^dR-ND0@Th{$@sy-&mWR(9a==0F=(k_mj+&`O2Yu6dqudgFRvR=OOCtIJ0UZ zcFAsXiW4}^+S9yON`!ND<$a*&7YJ6=k34`Z&`#03Nm+6L$JjI=n*si5M_gV?k}|fj zF;QT=>El$HF?Q5OsK+G4IV|BB%19DA>XxFFy_AWEXn-0VbwA?ol$FbO)#coi0tq3% z;_o!rU_C0d;|Po+ zsb+#}RWEp+xIGBH9_-i4H|ip;rloDahW>|(_@MWxUXXnU1l}K_-;>f~sfX}26@+^Z zy(MQ%LLrL2Lw#pgPf2)!*CfvA%TVgAI9tqsH9>MlvJJf*FTmab_LAw7aaml$dcoa9 zwE{o10f!Oag&rN!o>eaj27aZs^7HkAn~7xwbDP6eoJAMK+&Kh!XD9_IT8xor5I&X* zd5dB+6}tJUdi<%~QFs{;VKiO&ZMyB4F(@PW+HEralKkjU@Cnf&x%Q?oqg0gRR`r{U zRhtNT9LY9;2A(^eSoQ+q=Yaf-=AQXpFzv(O;&NwBs}aIui&4gD*8Hk0ei`HdvvPdW z=+CC9=R}2rMRCIPnw0O*z-Z+EfIwuzH4v_0i-{F$EJnA5?_2;2SfNV0Q%#WH0*(f~ zT|b$8!Te-mZ`k$?^3(y$t2zMF!4+DSiwOTDeCfiEqSAs^dCD~wqT5(GZ^3Wx%G(zv zS~`6=XJ0=QJkpgqrdI#D+M8g#fHzXln5zkog^*2IpjZPqqb%;YY}_zCkgiZwre7-xlNVRRj~y;+gYhk10hEh>9&x4akZNt z7f;wXgGVc!CD~-neWV$8k&>kCw?UlZC7uCRmafLw<3jCcfkK1nNv}RaQ&qsnr>bcv zPX7n85k(4>!wx(IWY%27?URrOjSx?V9U2qqIRmc1rG~GL;k4tlT{|_u`?wlk@6Q$X zN$5+|KgrJx?sxRe&3*kdI<#~`);%9QMY&wdm~W&8{@O#G###0x=|ehyDK?9JZg5k( zbSi7q5fcS{G@%(~SGTLb;+fvR(iy3e9@**Ru;NOB%yi2!_SL_FeZwQ*V?FCv?YmC8 z+~s56h+C1t(LCREQr&HTgTrdpcHg0ms;jm<)Y-w;Td&xttOJV;->W7_rp0EjVy4Y> zXb@ZLAlPyg#m>x!o*X*_{whMd8mkP#NdqQOHlu{&6TsH`H|Y|3(xF@`7{j~=37=E9 z0iFh8{D19|IQ!}wqFr*X9I|v9zqN4SmsR7PeqD3%z%R`&2&1l?OM|?j(~w#_hvd`( zm8nF)IT5T5L3F$LQ3Fc|;yNVP2g0>TvS3c|nxA{-%qMXG~#oI8U z5KOB}&L8_hqD}A{_(fdq_@Mzqj4AZ%xPV7zwgOfhry9sX}nL8r4tHZZ-(rXPExIL3Ws~A23oE za^~!=<~H;SS;8-z=@UzAHU(D}QUi@!iUWwHuGu_X89Msyy9|}wu3Phs3-N4QZ!_VM zUm1UgCjA==fn2jb49rq~Y5Ab4_2H3*Z)DkQ&FuWxLBw9;ZlC%L`kCymLZS)V!+i&` z!^hlBjCDE(J}4uf#p+O44J9g1Ml*6d{KBM#=88zv(9C(QxXbGI7m7!0yYVyaaOUx5 zp*h4Ykl$?Lb!Dw{k3G|Vss2>lCA_snPEz)DjPYwZ`OEL`HEkZYzW{t-Zum8XzXB=-&%Tw zxXNCyc=Ka(+KFZN{7$#uTDGUZ{flTaqpaf`J)iQ28BDPS|B*63CTIOd=P6dtv%bqt z##4n9uzOQzf`*DL=?pLe2u(C7R$r}?*AWCaG8fTv&w@!Ugge+JzMqEad&F_k(q*E01 zGfsf9nR7kwv4+sbWMt8+|PdJHVrHj%HULJ?Bn+ zrObiN`s-`;la%^y%EM6{>Pva<>o};B1$8uren*8MyqJ_gO6}J^v)gdp(n^#YoaHco zw(=b?r1aO8<4`5x*Dp8$3(M4?Ed_3EnDZ2Px+(BoVE+nx(G=%J0=5k- z8F`*tY;eNZF8u~DRVjNKYF;~}QI#&;0?Q;mVOol~GmBZZ5iPx-rY04jI;DlO&vO3M zATrDH7dl-tLJtAU=$gEO^y=o8xUSIBFmCSwHKdlD4FWK251oXil}U+vJEkRp;1TVF z%R60rL)oi_QGDp6u5@&I^^sXK7v`A$^`SH;R+)ktFk{4KOQKg~(xPrM->YgigsNos zarHWDCO-7b48a)9cjoPRxdCD!qsy0uMq6wcQ(A z(3#;+L1O-5Ub|yh&aChTk!+Uw+I25rjmm*?>?nw!Rx|HF8#uC9IQBBrT$8vq@>sa+ z6KX_YYq;@nW;yu)f+xSn1i>{6qrD*hlGdTH_&q~0%jg@^8+DiUYm^VRcJNCRJRx2| zHSa{6w5Rz+jadj(&HBhZg}!-)f<$g3jc-F@Gdgy-P_*&{Mc0!Q(T8n04=3WCXgD!7 zR}dugOS-|QX<~cUpO9rgBg!<=%NP=<@$l+(QP))F^RGBBqbO5*ED-Ft$=x| z@`WE@*4FEex`leC#wt^jVyNDXBR2mFjfZRId8B~j%vD}6{vlTb&T3a1(GS30C(Xxkw6eef>LT)P@nqy@oC)z! z8wK94ro`&~@Hn}nSL#nlVkAZHBFtn{ma%1PMjg83r;{0tciCb?-dJvFv)_CGSj87ymlJIbMx-r_J9-D#6u z*3T`V%?!+x%A)#lo(|M_I58nj=(PI&7_pA%M{KxG@&MkS5*CGogT}i;KCv*@iTNTd zo!AC8c`_0%&0DUIMGbb+c^4`A1!aSl`NVvk2)*S>qpyNqgvqaG9ZrgWZ&-+{Lh{D%7{eLk`O4f`KZO?K8p zYoSlkos7#6Jd z{4d~+;!8jv764JkV|&!a?D8Y4gbqASq=E5!HKtQwH~e-J{IIiVd)r&?dB6A`6Q5>u z?Eg{qpe%}W_7#;jKu70id#cz#(fGZ(aBsZQEA%XCcF)>Y^zzg>S9(3I_H;+P3`3NKl| zdCBit*TNk+eb>_Gb-ZL(3im78A}r^{{{dKm&z89^ql<8vA-G)D#5r~5n2@?Y+wAoV z?8hz3oqhTSCbIr^z%z}9g=&cp6 zG=&v_c?dv$BJ&vI;}guIDn1{0f@Solr-BNC5Ir`0+-(WwUQ+3i;p0{DeeZ+12lY<1 zmksKzIpirjedVJ~J@GG|yhE?v_pX81oKioX^;M?%xJuDr@oy93(%!_0#J?M{=elua z4q;=0OZgISW)RjcbA|9^ME>q>d!{bAlacs$>0PeJ;URBF0NdBZIr{LZ%&#HVYrNhX z@v`6&(&g7f*6V)E$~zQ};nmQ)Lfnm;moPu8c!Dp}{Kh%;x&`TS32~1lK^Mp^pS>t+ zx$T#q^ee)`Mu2*=f@Pk$0(SztsjdFSo4GDUSmdK$Cz?T#+%>@Uu=?9hGcs z@GeT&(=vT*!)aeZIH;f0(8Bb5&DVKEHzb%1A0D4D9hPIVmA51D<~`I2)5ZDJ4M|7Y zXLmhf8w0HFPg~6sO&-VUa3zl~8E?1Wvc6!=)T$C@hj3`-g^m{~8Y1a6`tISgVbX1Z zpsKDZ9S|KukVw{Go?Wqo0CnlyD*bt`_oKTK7Z&$9S&1@$;PT-tvqOcT;|y%@4xg>h zV7Cj>ApEf9Rr*-_8LvA}9YLW9Nw1q9Z3r*(BHcL+IteF-kLi2ZBYv;@+d#&}0NE9| z5&U7LziIZu-ZFmNqxtc{U!^&Nrs6%}%H+cgwp9tiI$ZwH=y;M$R*ySA#e4o-Q_G0d zHn%v+9;6lTaBjV;V;n^sX~a3)l26LgI95Wl4wn<(yN-4x7J@`5} z;oAA7i(6X#@uuFH1Cei}7-i>JMGYH-wY-Z}jL<(fideL6HqMUc$~+nX|3ZboOn71<#ZEYVK>r0NPje;sK`RkFj9YRg)l{q343Hy@b(cG3?XgD zLiu7pCu*RiA0qD_>+V~J_l7WqP0c@xg-eR7^p#$qbf;`4C8|SB-}#t@%blr4XA#Qg z7PS5F^FFr${r;}Pb4W-Y{AV&J#=6-Yq5`<~^#j)1*6$w?L;_$O>uQD;UJ+oAwPCJG zKSDH~w^G`zxmQ5&to<^$xdj1<(F-QpwX%qiaZ% z;!hoCK1WCpLlMtLj=qPdrzbiyYk~{u_t$YD`T<>{@1%nr%BVdVbMr_+b+ScIzw9>n zIi;P6*7;)_mUn-fuO6sJI-ac6sjc`@=a>0UFs!S9ED(i$ruv-xLJx_1uI1 zk1lo{o2-e%6b7xj#YntPtnf71>0=VJ-Qc?KU!f0-vWkrgN;{*}L(aj~{eA-`((3|n5g{cy_9Ykm1Q7&}C>xV}xFQ`~i)>ltJMeAOqF-A{t%bzP%&lCz6aKB-h%UCEgGv=|^^ zmX4tF`~`+93mt9YAWhG1+9?I&WUKH9OQl57`3U>)^2X9JdLVYt#65 zZ&$gtp=HMFEKJ(^@{$AGx>%RDg2jxFuvUDN`cI`p%H-EGkB(@db9RTH@wHNP=Pv~U zF0noh0dT#0#LPyGNXmp#jShieNeNkiDRO*SLbhyGB1$vWucK{07lP|2FT zi&B+?WAA~1t~5FI{D1^aWbO#Q*5Uhev(s0d46pOsDEEQ&S?x2_H@MH`)zr6otghwB zl0_?@RaNRG1vvN(-59Flq&trVO>8M)Cg1G&h3@8lXVa>gQix5GmGa&-sw0_Rk0J4$ zNJ>>&xON?Gx-()UwZr_==6L-#Xj%IWEn!{qTNDlPb!q7PWEen=j<}#XbBF}Upawq< z5k?`sQ>I9G!S)`eh(SBj4}YSdSVlVi1Is3jkCvhu5Wf>@Y!G#j_m(TGL8OKFs1F1LFA6= z2-m~I8#8)d(lj)EXZO&(%p7`y4x;Ux*XG2J4K}_kigYAA-K#FAMeeALP%v`4=5}Cv z8x#e={L2gD)w5XrE<81jrGhF4o7lXO?@$b;U69s+>J0w3p;!^tYfZLYuKs41#HQki z_87aY@nU)k_u570j@vz#!y)^thfc!1t#|)tjn6M%+S_t<=l1(Y85RweO#QJ!x(Tgc zZQ_3E24@O){40TN%PN$N!dUwVcEG{r&XLU(=I8Rmm;AZ z7r4#7$_Cyty!M^(;T}WL;IioYI!!BOO8xwmLo3Q%Q>qhwjO^?q5;TXV7eNki-KLA} zNRuyK)XSEs$Hz*lzYG(piy6UQ(qSN@ol5^4 zv>y$bZZ5$AcOk3?l8IYYTs%FPN*w_Lq*GBr2ikWER)B8Io!kg1qk%*3QZ(X%P0w(Z z%=kH@&v+8;mXr9gL511hu+*F(+o!-bywjVU+4zqv%QORl7m2IO_%F%|vtXGRObh=Z zX4TQn|DBA__J%W?mw10)8fy`N!$A~IoKz3K+rng~JjF5XXR|#8_Rsu~KZ zH5Af^QeK~A&M|))-?%|iW>i=0R;ATUR;n&fMnEBb`F5$iiwf&~@MO^`Tz(L{?X_i^ zCKu^)dr(0sBZx!b!^?~iG}x}R%MtxS0BPyr*S_7^MWz}TXzC?m* z(kA*}*bf&?uFAG_^ruFkylP24L;RdPdYGERgJzE|sd%TVw2N-0%xfFn zfDLWC%TV(8eP0>5KL_`nZ>4lfxgxinfUZRXEBA4I$8d$TvkuC$E?^PyxO$R2Faz)F zgW*_e(oK}K6Yf0bnfityuoCpxp&wGW9|r@43}T>2OEI_Mqe3VfCa`*w_NLUg$0c}} zT;ELuJIH7sy2zJw>YI)x?M>S2h-;X%ZOL$VVJKRPEAJ~KS>|XGC7#vovxY~}0Jo_v zZs()cLf3J7iW*`VnevFUq7Tp>yd7qLYH&|reNXbqfCLi5P~T`RfZjvcOh0mJL`REe zs1BV zUddJynN!P!btfUYAZn^6P>Lxv=;Pc0p0|0w_THV5+qqjHw|}7j7Bx0Y+iO20H&0*w z8$(zR!wX_Dt9e+HjW-2ux+COrxuf3Mp{sq-zbLqCcwA{gI*-zDeD5I=yehj5ce3w$DiM$j>J6*i23UjXZ67ddrV`g`wa^_=dNTw;TLs>{uyU+5G{Dm59x3zs;4ICrPkPpJ{cy!qj!wQ*#wJ6Q)*ZgVv^JQhmU-M(P|TCUX^OKO^g%itg~l+(R8L#sY5g0 zrsF$;QoH891;p`Y!p#jnJL-kAMkF2V_OgUFgqQC=Jl>G@NB0h$sqoG3XI-o!csc=l z-21zJbr0}_uP9c#H=zvH^z|)JDh~Qb8+>AZRcF6<7*_5dB1siA)o<;hv!tT#Oq4$4 z?a4TTHYK4HWBQZA78S`hW62q>)KqhBNCnfcbcDDKuW5HI6w%9+jhGowUM33(U#v83 z?gEPbsFCTNIp2y=W({eFB`0&ClN6$wK zr(>v}xmDzaIn6V9dqcmzgCIHI?{oMc{4rO;3TlUIGtpLK-t5%oHkLmn;f;5NneC{} z*i}MU_#9qzYMfp5sgxNAq=r%7IdHg=r)c|=pkg-G;_+qW+H~oKIubpZ#Ps$fdS|@H z49)d2;~Tg;GY}T(Cx)ip|37--yrLgfsN)%A%z@`#lXsn`imF(zx8IS)pD5Ah4taVh z^ZGwY9Z=7_ealk>JtMg&r#NGsMVl9yUkJ1|JfN|RBsG5tpR&s1v=BNYkuq!~v|z0f zKEF6>`{gh@Zjl9k#8&@UrJ=>G1n;m@eCLx?cSv&6Oo7f~EVFm7CrJ=+tL#xjs~Kr1 zS@jtFCHKY79_Sf)qwDu-A;w+ID_i&F!u;dcr8Y6T_?X$@iFwI|yJF6r6RI8F54A(4 zito;{?8Wy_Wb5+d6$jAQ`~O1@@3C2=g+;7!%jL9`_k72VT%NhU*fzMBK0NiQZU>T= z-u%;MeDw0cBqgRtz6^WBegof|rR;%I9dyP8RU7hDWZsh?3gbY6b5K=Jc}Dmb(Y)ZJ zGjl&w`*Ml;g81-IrJ63+pHDhNhOuKG3*=_ACr zz2ip^{n~>wxqm4tpZ6>n^M_1gZ|OtO(#b*Z`mN3!MNQ@_M~~>`1(4*(ml{ds&q*#sT62-|fQ4@!vlOQ<28LOYt-1`pGd>gzRtXlApkw3Ne&qN&u zcS!O;?i$?i3)h1<5)Oh4%5ZG(G48cHra1xbk&69Y@`mXJ$iwfH32s~qapdnY*R<6& zb9ATe{Gd+>(l^Ujsr3il?JI}_8qq!KE8WITLcZh204-S38nG?o<1Q{u<)wuU2~eTJiw5R`w8J}>W5ii%=U7%DniFNI^kcLnNJJv19K4I%R5u;>LBNI6!mn^+Q8%A0(HCkURF)51tLN zWPas}{@o}*8_8Cpklu;7Fb#FH(`f#S>$JpOi4F!jT_c${ECto@RGg-U(RCd{4=EY#Dd@4o1B$u^fD;UR-dT0=D)biH;_7f z-W3Gh@oCMfeuUbqZbaN$LPMBIaBq~7&MBm!o`%JVLqLAo&6Ftd#~0fCHjzqw)_TY| z*__vSY^6dZ?9GMIr@EibvffBZ=KMp`&PI!`E7`x9_Wg)!MzSMOK~zrpCQ8f1YM1)> zt8X1RGnFXf-c4}*47bz2QA#E!iGBs@Ly22sf)HSkTvO!qZsN`Xf_G4gU9*VJx2s)(Rle&35 zkSSygvA3Ufm7gtA>tV!LdY$P;t6WrXC!Mr{gbVI*WMs9FTQk44^E-man`9aB;g)5_ z-mD&ne40yGLC_}9q-({dx0AB0$fpgFB!Xx3h~V|vY8&S-wUSi(kF*Y-E^fSF+}D4R zZxXjThZi!}=xGt|Yfy9w5-qX=-dXK9jkTc9hMq&_)jD^Hr39=8lmG)gMkh&0P-jOk zB27C4N(eE%zUi8s=yd;8v6K5MOW$P8x@(@9s$q-sZcagNR^9{WH8Oo%?hE&2+9YLB zA6c;26D#EQ(Z0V@NTMI%w(T{9H_hjL!Hml8){`*~adFo0ZcY9pZlz*GJQx!ccS3*F z#K=Ab#3_Ty{gjBaMLJ4oWkN5`2!-=x0THCy_DHOV;QR^x{8z3|>Al4@l5bmXqBOmZ zf@i!Er;^O(+GcXIi3f9M0#|&6^JJBhoT*#8Ld9oMKjt33laj3ZhgL>;tPn9~z7}(B z;AV=ba|aIcZ4sEB6DuQV_}c;$I(sAykqMy<(F>p z`iwahiq2r#znt(^hj?H%SH(y6B2pEL1om#KS zsP|Xm1tp;>g%XYJQ~m6<%c9^HfL8f5U17zoC>zakn^-xfk#udguaMXGY1%BkED~Nz z&Hq6e{2PxZwyTi02mc#Us-6c0`@k-uHM^v(rX<~1R)e8;x}*`p)<2LFA{^r27_!bD zx51wFl>Z^#Bc?^iGSnZIjiSpY(e9l_ZT6EQE&q!lGcS$LD0(bu9mKx;2Hn!8snzc+Cb4ZR0z;>XhSNLbI0*a@fE+@WM%y86TF662Z@+q1G2-}UkX zvVXc|7;q}qF-!JAQ8SczkUDuMukZQ5sYZS?nb-G>*Y|eXEJm-XBp_RjTXBk8A)v!< zzhFW`x!Bhx>3MWuFEG!JxFDFIQ;Tai-F|^quQ^)puZrz@$^*jh26`^7Zxy#|IvfUd z(F%?vH(_=lZlhwe8*`CCD3iM*X}1n9e2W$R#RP>GWilE>rBq#72vI?wai4QF9-gK6rfp1x z`cAb&zy4mdgGeQG$w$em`U=i)%x;1&6pEER99ANgbDUMg9H0-e2u0opiF-Syt<1Pq zw%(!5;qlqb*c#>pg7y*h!4<*=v-q7gL$9VnMvf??l%DHyev+}oiQCz2+VpFjx+$?m z-4wlj{_U8Fz@<^Mxw*XD;=^8ZcEE9Vd~`aiQETWGyU5jE(pa`TPmUQ(m0JioguUpyooz6)mnG|s5AgAZqDR-P=rmdh zfyVqbtJh4@+XqjU5gY%D**IRIg&u07u=s>i?k&ohHN%@8|V7%;tW`t7h`2hV@hdp0O8tBxR?D5nPj5!AtWx zE4$^oEIiELV=i*dbiD@_!iOuoI9=yM zg`;!*1sIo}QE_(s*ua`WHo<6)+dXY|hOXC#yvvNZ#rjk~=}*9f57jzgjyqUr+N$@i z+WVeFU--6^u)$vwo)L#Le#zXow`q{3f5JM_%i2Sx{u&H)JtqP-m1~filY4jp#ANCx z-IkViOdxL%%pN-KVZ#ssxEwNkeif|2*-X-F$Z;VcxUmWL&^z25BC4ylm5!>L_X1nW zv6-TF^&XJb%)IBi{XdA-hci26VP_2K%$ulEkLq{E0z?|!62Qhh5EmBuIHgfiz17{uecLqyyg z`UR%X#MgfcV0+)AI#T)hKvd8U@B=eGnfP1a2@&z;gFa7-P$82bx9A5#vw8Ih?&j^; zJy73`3Mzmlc`_LUKS`7}aF?&Z;i0^S88ytAm`#-;$f^|43ffhYZHM>c0OgN?rV~D3x~qUop<8 zbAScumekE%I?b=1sr|x_4Y2yOB~f7C2AK=@Kk}C_$bQ9N8U#X`!fM+0?F&vB&fR2H z*G4JZCi^zb4-mf6ehu}!fo8adqiv1rxy6mzA*f*VFTTWgQQZrET9FO>wAWkk^Y8f) z5GPAjAUhP{Kw8m!!mk})9A%A@Exh;44@vsWMJq;n6f6D9f= zL-4zuj!b-+*$b~7=W9+HSGi8ujgQn}#Vg4$C$OXaLi%W5z0#iPk=`CoPjm$Rl)2Cfu;iIiZrW;zvQC+y`NXQ->aaQx z;0bw+lbLlIcc(H$z5Af7)C9j%^;l5Ju|vX;+sIP{&p@-Ux3f)>SXw=$HvA_=-f*7` zMr}eY-Mcnm@f$F2GgR;(IU$Yn1HqJRHdJt}51fHZWUZ?M{M9EC(ve;qt**?z?y+}k zrMfc)lFIlG(jVyjQ>RzH`b8?q)(2h+)Xp= zaj*kP^zLx`FKdY75Mp`Mqfgx|UD*gJiV%`vunCv80?9dS3&5XN`CiX`Be<`-8J7!s zxe!1*MXRoZkBU?<)0L`pU+fZmRS`iN!+wVwEkUL#Zak3a=+bHlUoMhycBun;OUMZ&p+B#$;mQnKiTR1*IHoz5;e;^IF z2lG*>S2M>UAEwF&*|HS;W;a5#E{EUiR2Om!*)z@z65vx>&s7j>g0y2VD)`6jC^%F5 zuSixg^tB2XK0zD{U7iCeuanN;2PTkIV#pXqsH;*J_BpvkeL*^#Eu-C3z!awJCyBTt z2AXc;K37DUBc$aXaQCHfAP>4G7B)RggB!T-zk4X!L+)hJ~$1x}4)BmyG{Iu+`{#Qx^`0tLp_xUhE9s7VoCSex|Y8elk`T z9~VXI_H+=rx)miZTJ&xDxmSdEs>{8oM>R5+8z2S6sv>^s!+D|sYfKYKY&-p2CKY+r zpfZkO_t_YSu)O{qkOq3&)}UIx+sT{o9F|LryYj6q@G>B&fd^{&kcJfa>BE}@ znQyp!REYrcXcckuN_f?TRQ((8xY}=2M*zUae8)9>i{Ltslj~lkj)17WoUJ6j9F9d; zfP6f;A^{4>&s2K&N&7JNPtabDET3udsPOxogpEH5#r@9d{Q0&I?(Xgp z(u>dLLqqCQJWWcl5RgmxNj@)tP-zZnObk~Y)&O=BpCY7NJDwHH88((fRVR?4NNFJp zJ?H1hHIyngQ&}v*$Cl7N2kcf{sT_KHlfE(Ma?fTlh@olM<}TH6S}2_Ck0(F1sDgrPtbOxRtldbt zt$I}`f85CQch9sV_xF-8b9U$7T4p)G52J)e^<2^VnfbGryVDOJ`x*(INLvY|6D->> z2WC<7$Q8h+7^{BdV=9;lEHzW}75sW+O|A5aTLr&)BGqE}WPg+&Cx|=AIek}xKDg_S zJb~z7Rn|j3%9RuR3=hlQ(aR_Df3|;VG^ADeP}IMj8&i^v9jo>G$}U!xE_&a>ukX?v zIPm@z<3INjw1Z5g(2J*oCAiyl1!ZQYOM=}~lm!)HOzhha>GxD7lzyk5yi46ftW8&M zBm24YQ@g(IAWlFtF(?lFQ%;5Cnh$;wpLC2qlEvKO*n{oqH8{+{EfQAxs|KND3L7<; z9@0wo6V#;nYSoU`{+GxjcTH~lA^XE_u&~)}&GwTD`aO_4J4R3XZvCOm%T2 z-@jMa%FV}Q&$#hxwQmT26*6KMe~gfwDQ6VNu0}~KJ7*+AP56_$DfH}sIvl83P-0y? zd`j)jQt5T#&f>?*aQ|dR5Y1y`OxaKmb-$&u+(#&7mki}=zl01$vZWt{BT)j>;f$)r z`Us9`G^A%s4HxwHu9{1HdbhMNVLVWh5^!$e6vQqRl9w@{gayBK%QAC0WlFP<`47OY zDNUnups9R#jqMZd&d?VodFU4}bpE3Gr3VpLM zPX5!c#Hxg(jw#by+4famW<)H~-VgmvU##C0A1qBVE!8`&30X>Aj2B_i?41yf|0zg> zxlmazI@JuyaBfc{ay#QlLxAKC3<9*4x4~2x_xAq-InF#%vIaf>vQB7;SGs(cn&_Aa2!8gIST+ ztJ^WJ{3K?;LHVQ~Qa-M1|KcsP~N2$v0=N!kHD?B74C=tsi@4UzT)~ zPKxzbk|`Vw0q-zJJ}DFY44-{kvZ^1>e4M67s?!1%>>umWQmeZJX2d_JZZHMD9y2%OfD-__%cgtA8>V$JK zbVPzAQXTmHo#dkxA8sS;;lTeQvl9BBsf{1`)-h1MwFco8PRh9V?jHe}WriRA3!a-9 z!SUJ*?45e-L+qc+c!DjCzeZ8-uf9|Rf=2x`CA0^E&R4)M(moo8!5&w63j4A$R)RZw z$Ke?wC_LT;duf9Ie*t>e4ODFV-u-wN)kaoKm~$v#;%YGad5a|*Gk#P6FGemkPMLXL zzgdC~SngTa!Qc6eJpr%xR2=4$r+fmw>WXop0AU9?VfVibs3QM!`&qR~wpimo6%;6P2AmgWMo@6;SZA<%)$WJILE(R8 zU}^Q!cr7Y_4jT>dwPpFb@M(~b$p83M({RM0s6|p=SgatRr(c`LJA7SfD%}7%3E~rr z)4s6Kc1ShCqkn}t*8l>KR9cxQ8#gr6eEKFf`^Brl;t-Gsi2_hBNsw zey(j908c#mN|6UOEa8lcZQjgrQ*ax7*1I~Q@$IJxE=c+!CYE%k3_L}Y@gTsJ0`?Bd z9xw?93?isgI^WTs)wf0&87%g`8_hpve)V3$C ze;y#l+QE`P4F4F4-a0@3bL`CGPuN)rFFBog%Jc8_uhzTAWW)!upNI2zJUqQ?>2~t_ zDty`R4VJmgpFc2#`SU5AVTT>Hhg}%iP))F-nG1L4IpkoyuicLqMl(rnb{c5emICGZ zPW{sP_l5HZO6sRgVOz8>o<0n((Bib|HCfF78iPNw^;&3@74I1!1S}JZ?h{;iQNw2y z)p?ZX!^k_76Yj+OYQ?kSLjZKORf#&n?5tvCLnb@;t_1?3#;P$LWx|IL_e-$|c2A#> zEyY!4T(b-facd>IvmR`s;nQ08r?kdox)95!QAxyP>C9WG6k?Tl0|)+OhTn>MXEz8t zZLHnB9Adk^`5muc9NAVf(w=!cBO*DoF0Lh@Z0_s1Nsbm;?Oy2-@|R%g1g7!K+q}6; z?#4oD_hwodcS3Vom51J?Tej+~QqvEDe#x1)Au~nbko|^GI9|Wb<;+OoAVT3&hzOZ+ zGSrl)Z1;Zfz;6sEL!$`FB9`8>pro}zcf(udV(zm-zA;p%L~d#Z*ATcrU|YI|M2jV! z{-ZALOrrQjR$(jXoj~vLZWUh?W}*1srYhy9^#l#2Nk`d~P(R8W?xD}LtE>C}Zt5Cg zpXfy+a|1N&IGhTSs>N?y*V9+K$&#|OB^CvpZ0l{~#rvFwcp7)9mk$HD;p!qs+p6j> zs8A5`{V^o5Y0I?TTLIto==&=~>G<8~$Xg1ze+VD&E&>`^`Bgf0J~tX{?6u7qU*bW+@yzMym{ zpD;W}cGOA6m#ykAfJPVjXc%v3>e0gXs4E0%CPB{JXSD3sB5lKVQ>j4R{AT+xV@@p7 ze(-R86fIWPQ1X4Pu#PB=>-}A+g`da7eHti3%9zO*h88+4B;Y^Ox=F(gPqYnVBH=iY zVa2b3Dj_sp7ScKr#&!r>jGQb!h@@);iAK>I=N8rvp0VS5j!8=7h)?QF-TnN|@Z0pp z@w?1g$m}X3EI#7D_<3O1p)>@zZDX>S z8@SU8_p@|>qhylz2|t%z6nZ&Ih9pDw=0YsETWnUb_Yb7Eb=vwwXL$Kk6ss+Nce)?n zm;F-YH6LxetN^W25}$|kEIz-!^8-k)n_9z`qQ^0oJ+vb-B-C!pWYvjdn}{1;W*m*f z{x#sUVH3kRI-C4MH#uaWLptX`=UJX5T9}$g57%yP2>NR2QNzI~t@oMd9Y5%o&k(lPrCZB}BgjYp)28dMpj2retUPN_k-f+X)B8e;SE z-AXbWRs@?xs>`)gDn?kq=SV^d0OvAUP$D`WD)Ef{u@BSBg}TD`T}WV@p9R$H7I|~bOqAwxEL-2_E;Vw!d8hrb4^f(MU_nmY*(xJT0o8bJ{%qgFu}Axs*a0;)zagJg zS}N+Hr&r+>U%rNB>4{W8{0r&@ouBt|jq9d7bz@I&agKp=C#++T84&B&3V;~0WBoF@ zCUtOB1td=7G0Z2#uAH?^cCLVeiYgcEC37b$1YK6~=Z86evf|%K6%?IlbGJ3Ff?C^v zm{z6-r~KZac|1g2wyuTp$IuvivmaAl>7Seo27x=Z;2)>7XY1|;ZM~eFt7e2oE6!Ht zlqH>11tqMs52{8&-CxbOe7vcpdEVMQ=0iT86(aw*9`B2?NY1LL_*8BL^sm%gm@yT{ zyD8a&DqU5&AN8`{&7HG8gUjucyD!Rz>nJyZbB0gyF6_s=s??N>^um-jR5rvpV^=a< zTLQCcEiN4B*;g|ZnM^;u=#o_tt-dv29T(0W(muK9vcDo-;}K)$lGOg`itabui0uJe z@1|cM#DBVC&)pJ^Xbn5&6Jseh?ST)e!*QT^7!dV8oo@Rp7LG9k0iK$9t-KgRm{od| zQRNuAY809!Je)S#s81mLYhKpAoL$I_8$(3;dkd$sYqN?iXBDLdnnG*2o*yCDK7b4* z0c}PhD6j`h2wq=EMHGx##bnCscFQ5@ZkB+FvjIlwrFQNNL|?f#e=6Ira{t0N&m<0l z6+7sDpyy{Wq9i>Fzkl^06E}j|yfm@a>~L~TICF^sP3nU};$B;CXUE8C)0Yz7uK3+~ z$a-9#OFWCdZ!z~)!1qgu#of9KeC-DCt5JVFBTg-?%qcg$`_p|MP|^_5ZZ;MbWt65_ zun`63!5RHa{JYQ?r^r2gMGknxG4H_%PfIG&`Az7>XLL_- zWY(>}{>;PJSuOS4pDMebAqxr{M_LQ`U=2LOq9zc{iJB=-RVFA0OjaUXJe@k_OfP;I zSLKL>XKf!(nKDbuo2ZQs$@WW#cLib!zwP{#?5gu>l@b%|`(}S{nKBLMq&s4V;eh zsiwJeS+iF*IHxB&QfH{iSK@_K-w;wX?HanS)}=I`yrJPKrI&G+0}$#Bv9XC#O>Fc9 z+4WB2$r_$@ttgWQLpBr!WL@C&45er)kwg*Hs(&dbN4wju`&eX#J##`f#w>zknPcvOal4YQ_QdXfIt_rTb=QV$^WPYFjsj=gJyC=EmX*!^86<(j$s(JE`~4i|VRSPv-{u z2b4=4&Lb*t=R^fHZ($c0m(=UIaOX*%++Ut_WeU$zn-@v0c!CtMV*B#n#G4I(!y&qbXzKb9G%a|u4y+(?L z=O#*1>is9+z(E^dUQ~0hf?U$@>3E56ufFxMOrXAyvueY`FsQlqt)@3d{8UxcLNSEa<8fvez)@>D~aZk1W~x#g*`S>N6U)a z>LK=!-*PUYs~VF8jX#_ZI^PMg-3-2R>xiR}2y{XnDMo4l;XZsH{8uPj0|7tKIFE|o zn+y&FK8h@lY<>W)9WrKoWIX>G_){VH2pr|-I65{o1yv*jcfAle7YiA4P*@X*!9_Tc zdob*A7zx(Z5Qo?1z%XgAigUmcIkhy_N?|tvwXyovAa@AOq&S@0Bwj&bX@y5fKtwGv zieNtcBJ=I$X2jXYr++KhK2;EYE9gFqk)Sjq@wa>$N(~neO^69#+YCGilT2nw<1{wP z2&2sQ(XhLTlf~QiEaTLPGD@CV(NsKlgGjUM!rxG*R|&76l$B zS&IFq3n8A*!{Q){A&PC$`#3jc&da+-iv5}zUAMOYaW>?Zty(sO%He^t z7? z&QHfyn@+v*`lo)8jlF9y#&AEHqFG})Uh>i>b6vOQGqPFC8F3?dl7^?jY$!TtTXZI&}IM!#2`?RhdYi;${P8KcruzJ8QdbkW_}(~FI1vFU{IRkRHDgnMd( z9LBi+p58Ei`8YPMC`=?7-4{7Mqh>iA7Kh4n;bZK5e^lIkC!bOw?#(cNXT#vg0>7u9e@Ro>%`1xJPWy3wV zP3T>Xx!Av2QLX&Z)a<|?j>R65#2dmzu5~Q-{*AQ!O0jO z3MxzA{CehT^OvSVr_!tp!8&U7m!UA#a^d$2=e;jWY%myRTxV>&zti~_G_kv~ikb#% zZn>O<0_~k+o5b^qOkLT9@=((KDtisCo?ey9O-$#0=}x_r`TBdvGH=^sYSB>IkPnL$ zfa=X{W?} zDA`^hO(Y>&n)9*;y6B&hA!JnU%H} zxgbo(1|luB;vTx+j;tftS_@>T^T5jIL&OpGgb7T3uXu>Iciq^=2)@4vMsg}68#1H6 zOi$Pi8p6_i2#s7WQ432^6AQ~WKa}lkVE6-gs4~OuqIw9k^+a;K!C#nf>M*TMbUKfa z^pgZM=L38!^nhZ~NdtQJg)+6I^ok6k!8esvKFEOdtXQA3_ z*6eY^0`$HytjljiN>)`nCEf}^_lkcp>CPvg!N-67%^!YL!TLC1qz;_5S+Lw!g1?Gj zwGsd9h0K;KmkD7zodXcOa=A6H^?6scY>sSc`c1a?(BITQ4gV65U18{fVdM@G|DAYQ zPvmBod~K4OM%w8gjcN6K^bHf9{=-MGJ)xNKP!@-=uB*W{ez<(X{WVIf(Q^M!Ao1j9 z&h)I#2ZDEU?{#vPdDTwmKMzt}ch}WEe+zC?1GP6tC4%G-H{Jakmkqhey8t^&lI;*0YRZEe))YMR>qiU2rIO{71=ocK_Ff`FsWA^j1$5C-odn~q*pB0M|K|3t7So)pn{fd@3w#j>X9Xp((J>=r^w<yhCr)Z~xj$8#nJQ=TM3|Tex+jIZ0(?FLyn% zFI2ocxMl&!z{s*O%GGb$3iEu>>qFpY)FBd<`WU0o7h<`{@3V>eF?Q&uZoB|;F761p z|LSt45cZ;j4tC!j(2Aw6?#Og%*Sp;Y1vpHo2_xarDBfnx?osGsQG&wwt)AO;(0Zh~ z)Mt!m9nQbBOgQ(9mmZd&PjSeoYicu}wH4xCCi;Aqxc6vY)qC$g?@{ibE^qIthLWt6 zW)8%A4kY`ONSuV~onJ-{!j=+usQ|;6fx~<3e?EdOrL=p;$}6kX8onWY?U&GjjL-MQ z(){i!mZ^u+&$~DKzO8X`Q=Ybs_U+X?zW-u+K+p;s+ned~J=NMQe+lc3RzY z*gmdR?5d*eh0R;RJ5TS1Po-AeeHl+m$J##Ig#0e8} ztCM_JG~QD!q{O*&E2T&2R64liNMD+0`GNA-k}Y*qMILidIYG}zy77VBbs@E$pBqOp zg;S=en+_{-q;;T&ILmt=w>r|LctqhN-BL0W!A9!tOE9l6pzpM*pkD8D>;}{#0@Nka zh6rj(NY1~giI*AwgF3Gu~va4f>smVQa_E4yrS;-tQ0!LJZ^{h z{pv@LPi8s~dcG4|k#%I^#U!rwA89SoAkW5EY5tZ$t@U!i1hPKGG=(q6BijwW#^FBW z%r4n&yr_MpeTR6*Rbs=>`xgz>`lsS`My|Qv9jp7s4*C*w$fpUj{~5L?Vtp+yidDX7 z8Wej+wani>&_4nv;hfKHx-b64W@;-dr|x9)ouG5^YuXbMRGrVVCwul1aP)$zB>j<# zx`ydS?4-}6l@jWN3*n3MhDY4%-_Gq--lQtDAk}ornWEaQZG8&&*HBo@jJchnQ?pJn zafQ1AF3ImKTkq0FxdH7DP74pVMT@J7hC1&H^m>2Cig@N5bQDH%fsWet3toS@rxN`KJB zH^n0JSfil&X0Y`j&6KrKjQTdydCws?X>Od!TW2g*)&39-m7O^9>hY|tJpn5H*PU&?(w6W? zY;yB)-+_K5d7xA?B0eE*dA5KZ=4^7v=?Bd(eh_`po_39>%no;MXPK+E>D@L)>lOJ; z+g2pD%{!IYPH-yi78U7I$mZqWpF8u7wF~9`Yu>#Lk97Lm*&97ZEi(1dlU<=}wTpTd zThr#bnHt=ydbg!}*dEE4#f37OQd`c8(V5XuyB!$Xa5!ZkYi6^iZhsn`twx^*OwuW2 zFXr5UkGitOghO>WYwxu_Me7i0_3{Y%B#fL18YI{e6Vw+L%6yqL^WM1wp3WuImYFcO z$$`+d@Ne)O_tUwcZ8_N=x|Y`|(IrQpO|C|>_7b*b)NT)vHfo<%$B<#%p(uJ#Iw=T- z^};Z^&LQPQ)O#{%KE>3r6D3V9aA}`1Cw&4=2OiN+s73usuC@SHw20iXMfs){>pQ0Q znZ-eoE#_Sr$@;aK7Qd$165LX2&g0;QcYlk&EL43UEYSoFM8Xr9bWhtX3=%2R0=sKD zP58dqwMYxN{v&Hx*1n6^iU^$Z`KFC`JiX6#S1V*8k}bDD?}qA_R2L6+FLoGg$2SWb zRzxE5Gau#L8%2u=2oBBzxP+Z(9R=8#yLcBfU*DN0y~E)?gYY&~0=w^hzh|#oM4Aw= z8y#e2+!z)S*AWy}l>F0%(;#;887WuapBOBQNZ2JHE_S+_u=Vb9_0sr|7QEu0aeUDd zZx7pO-b4ZxbFr}n5j+u!z5U4#mjq)0pRNfwM3w~LHMp>_FWG#-IBwxQc9#J~L{vyk zF%pyE0)4%d|8UJ!)9MGcO<(d^{qugQHnU04(r@_D3-PSnFKLQaAjZG1k!?M)1bW=i zniYLYHI4fv9qG$z(MBoAX*m}K@Ua3#km-GA{h2zgW9BODUs$A;BcO-yVVxhlYyZ(S z+K*?+gMhyxNHo_4k&5Z33@b{;DnsTQZ{xn!i6SF6iANQlT7}4`^izlegFYjWi3NRm z-8;rVRLNnSjvzzrmDl3K8}5~AV`~LG96&Q}d|ARH;VC_F2IGhynif&4!?MRr#vFq*hZWh!=}w)$G15a7dNJXKJu}OxbFX``u0Gk|L^~I=}t=5Ew@S~ zl^D6srQXV=L{bt$M#@NXi@8*!)R0u}R>|E+%>7a>o9k9C8^a`Jm=VL={hqH)@6Y%5 z-=44Md7g8g&)4=m&vVY>Jjd$dORp>KZvK)t`%~#F!zb#MiGH7iAeDHE=M9JNJ74_} zS;434Bbd!-ZK2jF@w?P7K#nftW*2!A=K+@d5)Mazf?3s(FzBb?@#@^Z2WQZ|3Hb7(TCnzXJSq zyZ`+42aqS8XHyRj)U2IkQ2T$?MJj>UQnU&#$#fCh2oBQUVMxeF2R zzq~mt94cSsBzhbxN7wB*7(y{9Q>Aw)Qw~R0j|FbSysLx)7U^;h*neZPJVk4m3$l8R z5BGf}TH(84T6$ZL-~3X7ZAee~Jfa*ziOw_GFq-1j+))|^UTT98R-CfW8EW0Ah_IBh z72*#f#hioPV>o_xn!?Vv9zVVTBZ;JV%@JG8#R3F{Q54be_ z7$4Zer%7J+wOgm*Uc~bdpSKrP)*XmAV{%S*S;h|?!SV^|a={{>#{bm93{kuG- zeuN{`qO1x5{tMDkM1eU$k(%hQeR{`M1xO^xlcRWF8TZ?H!D}#=SHDUvnm1pc=IJ~) zLd|yFR!sS@`cs-#+`yk?nc3HQF9I!t|9n(@KUQ-!kb~A6^%pA+Ok3?S-j9`9)tjJE z{ZP|`uMle6I@B)y9K2oLOtUwR38MLnfvyd9JF?n?kDq4SjX(TfDMYzKrKz>D;G}2Xcpi{mY0R{4ibmX87VAIRpuO<1^zHk^J2wQU z)x=GUF7zEYk=F&s)E&wd?&MZR!O6FCTyy1uT(dH<{YS)slu`ZZqZi6d)rCib)Kh6% zmVsQSiwB8caHuO)Xy29Cl%+d2gs0B|RtuFe7`7Gh!5`)WtH$N~Z!@XWI~F7`hP`8m zUe-?qz7X+TS+)u5am@HIq;dYPX)(kttU;$FIR@uh7vvwI2_{%^EZR5xi8krRQqHiZ z*V~y4&xWADi0fU~FgXk12V4XR zo<%+9J)@bKpZ3apAsk7320B`;wVTXXnHG{sC|{TK7q1Yy%VKU?akGA}(Nz}F9rKe_ zsPl^@{Tdn*KE)}!(c;k~-wlR04+}foI8IeR*^z96t4=L_ma+RdzXuu0LcTT2_O!~> zlTI-`oMU?3B9H2pA(8l+@pjhda;jOj2h^ouJVGW7TQz)pP6)p+J@j#kQaf#YfzL6j z)h+q`z&`#samVLz95{kgynKX6%7J##w0o<=zV5nhQ1cM_MM^gO*PIN5@N z_4EJI{`?K3Q#w`cpiMO4zhS@YY0G5Xe}cCb%z~C#2tuowGs=G9nhF+a`-JRsoE*;(bkH~T&OknM!rqf` zi>6YS2Gw#eRi^)i5bB4!mO#c;%swDP2;Zg;WH{-a10&8vJL$R6`xB!zVHSHc3hk|o zkma15!#ZdL&l9{O*UIb^c;~sLVG|klJ5fazZs`3IJ5*4E%pDSxie>-dyq;H)GLH2l znpM%*#iBE9+^ogfo{7rwl?&EVsOIcm&5a2tV$6uIBJg&8-bMsAys*c{Y^*?tKft|$ z+(TB&3F5zY%df75!8|28P|Xd`cn=Th7H>?iTRbcm1$lt|T8AOWkQQ%%)dPM^0}JpV zO~=^D+pV%D`vXU+LC^uPo{9MZs5v>6BxXf3BK0)HyAcL9hN33G+Lx59Ms$|~#1|Z} zv6`fZT$wQ7&UseE)|u-!+e})(r3Ujfb&I84YO^8b4(WC_wF4G=BY=86sK*Phb%FC% z$}qG$5n8)=IQK12J*y-U;40>*M8R@{z*D(sgap{rV%4R9pLWAF$xf(vZx)zLZZyJ9 zq7Ow^fgH;mm3)}o4ojjLhV?o}3U<-#^(bTlH&XMLy$xde`2#W1)Eq)nIx zi)Nd_!wSR~+Ip%rxBk=b1#m(Ya^Z*(AHxWlN&aMNH(|OU>T?RZn%jI)kMqU;s%>~; zP>yp9o}8ptfnXyc_mUQW9lJMluBqIR2%Nwj{6_}ZPkVFg79FgMB$C75gPFzHj$6N& zXj)DianDxSsT&$R=dcoGZ@;{pdpgEuMtenojw#)3mRrC*{CdCbKO&JX^MD@~*H8gnD~I4410`Sc7_L)(D^W}8)AP)9(=QIz7CS-(FaQI<+FP-&32Og3^93y z1?RHbxCp*3M!?b&en6i$!?Inkq3KML5?gVR<(6FLJ$4BJW5hUxh&C z$G1&=E2sRHEd>ME3>!^ODOTyl@tNqd^{6i}!pw`mX0opQ{YCEn2Mf6U#M7we^L=AW z&B-+T@~WrcRct3W^SbP@77KMT)@8J?3iX_42BZ_f?BFA(X0#jloRD99F%fsduLGl3 zy76oG$~wf|Q^f7x!`WJIm?gX@!>5h?lvK?2@+D&hUHp=rVXqPUhISP~M2d(-7%VjP zhDXm!m@IT4Jds71OGc~Kr9ij6d*zf}J3Ti%qx%|$c3qPcrLC8aSjwN1Sm(I1v$np9 zB*^g0r3HFgiJ%54Zr7^NJo$%EXW7?)1^sr4tVi07uxo~y78zGUnjJzlk77my0@aabOX77v&V)8MyS2(MfrMI@#eBQe$3zxv@VFgHgFi|Q&|`(?s^WHX}rh` z^n4qzZ;D$fm3s4R<8#<2&~%pbhm$rzg6bF8n^{tG7;!CCxM(6h$SnZuy{oH5Zw=J}2 zWfIo9{##E~vrp+%1Iv-CJmHpDS*i=;(O+MiyjeaU-Vy zn>%ahkHE;cVC1Ld{ZbFue?|_0$JYV(r!?VQvWa}b9?xzb`7ZF>0N6ml9S*oZKG_le z6XHH9gnx0xQsHEp_}xUD?QPj3UtmuFOJBh9b+MF`D(bbRqcm*Q4&tL0zUbdVE^4GK zx73^JOS}>;&}JTf^`7&R#`F;ZG3m1k9ukxDC$Mve<=|MgZ9aY*dRQGXHj_IVHf4*y z?~Ql{BG94swi2!W)e`TCi?5>fHw+%=l^(_2;dLaGi+?Kmh^YE?_*JA2^8CS7>dASH zd&d8w0vaxC072WtHPiE9KtLq+OZOVWDF0(nk-$hf$Yxm|gvUJfz{z`qEqGPZTYa7a zN3+F6lwx@@iFI_5JR=oRX4C_p2HPQxj|=PYxjd@V4iX zo25{_HMom3t7c^XRpbUJSyIZl%h;StcboJ|7`YBd?_M;TwR#EWYK#9#No5sK6aRR- zYy|-fv61U0VSS}LE7QG%21oO|rETPX`7~Z9c{kXyRoyD&aaN*CpGFSpOR+i9sG}&M z+%<3V^@5g(t<`I{Ovk!$QN^*~zIWoUpzH~og-7;t(_!V}Pkqf6C6EI~v(gcJv57?j zBt}$31(12*07~8w*K4FJe6weBAWx)er^en7KIbbpO52KMiyQp*Xz0W^_H35)uCqm5 zzFcx={d3%4|CdF-D&i>LprtJy5DpZha$2&p6i1ET0AA2emE9QIM^yJ|8H)u zY&}Sx+{Qnf3dN>U28u(Q2^J#5J7IcduE|ge!~*nyz#63{g>F*r^^Mn;p?K2Xia%&G zHb3|H*}7uq4Y|7`wH`$-Fl<0dhvszdqp|JlLT^9g=lz5rDkOKv5&L76JBX8|s_ap^ zd(a(kc6NRpkpX+^q<4>gvlp)Iw^r&DPW5k(Zk5Vf(nb3mNb&mHXay7S)8g~4^-4W` znf=TfiA4@PHMaferMo^nsNO0IQo?OU(fF|)_)&Q}F8%?!hmbSq{b2+~;sgk6o@eEL zc6zEpO`@p6lDep;bTy$+rP9~D!eW$5KtRyVK*n6Gk^tFuHa_U?lGaNdL;~WNw&v9b zzI`%|5B%09a}S>*)QF-v98n<>N7S(FmaWY}^x#!wd7iR%750zc4TMCT$gbpt@^;wo zFv9P-57mkrpOdDt!^PqL6nHqHP8{9DDMTOHt3$;W%jjAf*XGUKC($R%Lod1GK3&8L z!u_jc!U@qx>RWZwY@Y_RQ&PL_6I{kc`Ola#;!2L4sb01=uSnN*&OoX(agf?cHVtm; zTk4;i#D)8&dp$t0r|r%33?o963CRidL(Hll=9m)bp(aUDnBkOYXZ6iSGs9v!6vh4> zPM}4}_Q)0+97_uT^Xn7b4NYdoH|et96n>!m6iWLgVy2YG^s3@3y}fZsS55pw|J;ed zub9`Uc(NLgBFDcuC*VXUbjlu6IfQr{Rtrc!Bn@~@z<7sgC)gn( z>kuLr-!e2US#h@&^%!Zc2OZR1jY#Io<*r2#>w%oIshA(xqYxMB;7gdm3m;Dx{akG} zaH${h)acd6P5>@BvcuEI6HU`bIO=yGCedNF4>s)JOwwPM-92U31Ep_Djl*j7QPwxQ zTUn0kX@RK6pr8{{?u-<|Iut0UoSKxJw6h%X`(J3@OAe-3OgtCWoP|dFE*Vi|EU=G= z8YGWAW+!E&HYS=j*yEWmv2(DvTQyCe^m@)63wV?krqQ+yTirBO8&js9^E8xhaMP;{ zMaboD&1C8`x5PKP6@5*xJE%71vUdlEPXAdRV8DB-;)cr?+4;iF1&_!od1P%Vh7dnQ zBoK(%_c0ZPo&FNB@-*tc{Kl4P`cGT=LAnLXtb|}~IjW^|u$f1Nf~dwoBo?o9>rM9v zq3-Lm;F3aW%+wAk~;a)?kjwv$*(w6a8>IHvLq{i0VIdnXJU)!vyy+p}?CKW`B67NmPMtb?ak z7{S-YO&$i6$V<;N%a!%Q9T0(ZH$mZ{`Emh33n;V?4K0KiPla~#EJy{}o&S;jog&05 zFL$pMz(fIsl&H|MfcbgiMM!iXmkIFOywZ;XH-;BOdwyX$BJ&TT(E?qY=Vfi_3|1)% z9i~bpqhI72izRQ7OwJ|{-_g&I=pTsb)uf|n{KO^pJCsXF#Gjbh|0pTu|FO?Q2v=L( zKw~q-J+ft;u*dwc3bcJ!k*NgTujZEM*Q|RrX+>{m=~q~Jq#_hd0cTTH-+$a&CMhoGcNZ;^nur zdj?L>+#ra-=!^*~okorOrQXcvz?HLbghhD1=0Ow0wR;D$>5tGVLm=nI&_dyl=pd)) zg7dq)QYnq*XgF&-Ptrn-zw3SRejZ{%FTgv4Ky^#^`axemze~A7y4fnLGt%vo*I9zm zzPT8CypoXkGT)TCH_Tc*YX8p1HdGvsL@!<5xU!^z<^pL`<;a|l3*rmhzU+!*%3bLI zk_3&OBD}QVN+o{>3A#l}_fsi&WSEJ;9sK6;-{_f^+Ldv=T-0w^FPtm9<<6WZjbK?G5$W;-ZY{Nyjufu51tUtv=Bfz&(574n?GT94T)+z{trsW41dK%(0F_GqIjF<{eV1C)S)As47f6qvM7u4e!)~ZO`(kZD0+~B<;!9OxLqXAKZflDPKR28v8uA9VtI_JOtZsnsgAR zF6YCWeUC2e}zsVX|{+FK{@PBwB8&LnF=D9q- zWgfrhyt+UDK#+T!Rer?Z1pp?*V+f&S_`La(S1}e5ic{RA>p|}yl#%>Db5~#kx^*tyrm>0gV^d4g6vseIyS?J_dfkX`E}bu}`S2t%L&X3G^@#I9DWQo=du# z3Xf%VPk8(R%Ih&6l~}p>{oXW1Xe`9uXEb`q9iSE zGtD)W@YQ3@SubN!Vc7gzPbpmg-PN5pT?!SM2rNzs=~vm;dj>w~{Fa;mBVNx3X|{!a z_RDFJL^Z_Fvhi>}tw3SJjH7Pi#=aF9|H`GVI{4n3Mna`4rt^LazxCmh*k~{?l)ds= zt8d~-k<{Vp1dd!G=p9wUW8HMC6DIXhD~^}gvltg_qyQL+T4DZ~83lJyG^!$t^w-7PM0+ z)@_Y202T~A!wo!-8`n5)O3V{k?eeayC#L^Ha0S!AVnTBtVw<}~jH?rv9~Z5Ef}iQ6 z*GGMx_}MG$XUbxlcMLr=AN61QcMSoHO4APkQoCyIdAAt zR!??*<%V^y{z&m24{Lb`nE6Q59~GUL8>?`G8Fmk8{Z8C22QY{3TV6oSIF~4yeJ%jL zjd30AD=}%CpYM@U2oIa}yT2t({B7X`8Q^NN=gX(*k&zW%FgieA%j-UgRCMeJZ-XZ% z#8IU;KC3_4%#2b5o>Gd-?Hgy%aH){k@0?vO(v{Mkt;z*sr>CRVF@I>zeVOkvv+$Om zidyIBp*iV;dfLZUO5$Vn32EWNQ z%FMh1KzwQGP)3R6FXk0K9Z?JKck>PJr=o(;p+Xn5WBp4Vqso0iw)4C5Oqmz?$eIwU!bjkt zdtPEX?*QQ)o%z?w+EOhV@#|nnSH0qIsoq!B9iuh@s&C)`VUgvoyjlKI(`j6*b*}WA z((3W5>!49>TPMX?&BWxe9{+~|Mn3u*d#%S@jK{qqIQQ%x)<~@W$Cxr zoDln)#RhQN$#u)499g3~$UZuf*rv4SKk^oeHq-&|6+@RcS>=TH_E02ky=9V21yo zNy`)I=T7T-thN;B`@WPMkW%vxb=UjD+6jA)cSsmX#2MNA>=9W6$fT+T>Ej_Baw1PT zRXS2`GrVi~0$cDZWu&)cF^c~ZWQP0+8{-2abLMz3Sx8JowvjQLqzPRZW7|1=PT8ZPzE{!^*XG_5l0*VJKX zks-)Fh~~h^-oGJzcVV-_Onz7XkbtHArxy2{czylq;B~sWyGy+6cl{@6`dYLvGkTTw z(RZds{K$oqxWpc)5URupJ99dYW2(|$#dQR(YeKaAmo2K>sREg z{QJK}-g46~j%n>;7{|nWFBeD_tGw$%bIgZLn`!F@#*PD&FKsZdm6?T1_hF@gLkiT# zaY(n~9-0P(QxbI~%0dSfdc`;H}dIkBpO&A@fwaflTIYEP! z^vcbLEl(Ya*aC73!^f=TR#&8(x_=o#7pJK3yirLGfR(L!120{%dCZ|YY9Ew8nJexAbg4w^ zAr;nQP3o=UN#}8P{^x(M1Au2lV`-pM*~>>9DvJSIj~&9AP?t`QHfkt_-gL1(?r)|m^m+}eB&VoPN5VrZl+f)T(0!JNur%6TC~vS+8ah4*cy!Q$Lg+EB`U=8QfMtO$LZj$kfSr|b!sFA8<$(Q;j+S7jHC#+e5GqKXLIr( z>-&*IQl=Xcw*7HzQ{0ptmka7mAdjkLJWk%JaxB11;UFNVB+lmF3AgR=J3Ot$i$@30 zf=xJ{ncT?Pg>P|(t7>Y~=Ngd;Ml)K%8lr=gK_=x}T&@L88XgON6rmQEJ%W3r% z3!a;GzZGrU7_%oPL|F?qUL5nX1ovFV&b)*8)EIHgAZ(PkD-Y}~&_VZ8{8?XKf=$Y5 zUd-ZzeEUKq@AIyuPqwumVdRA$^x~gKj43jH`0jUH>zm5?|#WklLYQpg4-~s zqy7r=4FGrhYsKJpeWWS(&AKPXqP>m;;bLqE%*RRnOPaPYK=; ze(xB-r4}on^k3FZct7NeFIxL`3F+ENm zyfHAZOTGQ2WlX+y!K^Je(bMG+>aZZ-0|BeDt;C|rk{w@?1uJMtI!seP#KB**E&0|# z+>5<)kp-#=eW+*PpKMA2piFp}lj!L3+ARS9*gW-dazRzOpa4(_52_Yf;yWCivAoB2 zmFe)5-;qFqIylBw)-&|J`u73Y85ohwcqD(+9pb82A#hU+#0+^nxszNGfF|ouf9@;! z`vX=MfE1}FAipr`Z+|uD%4}(Ril@~dt%Abua326b1LAgZxUrE30q9J;mDyxFE>$#r z7QkCTBTM8{rDjdVqePxK*Nf{xd6d>75wH#yfLnAwV6sxS1LjaIA~+4#Ka!6ogg+L# z;H@8AlI@wm!pfoLl_&tN$oTG3ocz8E?elDE4OZv3C0%)JUjet{n&g+4TyeyLxs5xN zWXN<(cJW<_EXu8%|7SzO#Mx1I&27;04Cs04bLjbY0B!7v8x5l&d=^Hsw%LlUfzwkR zL-~y_@Y}Vi-roEM$Wz^kPht7IO)?_XfGxr7^h=r0_t{s_6ss|Oo_SnU)UAUh$GeB-SJYdV# zcQQO*KK{u`dkoaZfkYoTFLwe7_8sAnO^9c1(q%*2j1TgIubBo7G4-+x)Z(3F2sd}_ zkhGN5{FT!LgSK-o@LSWU@s@#nNu@}0Cn-j*khjKFKyUtF%;^n7b zZiPPzGufDvx7g(oR@ba^1$j_3S=j3MeEzUSq_>w_i=w&2Bt20EHNUqlXMG9!XgH>R zua5y?h1u2Lq!rB%3sy6#+8_6*1=-t6aE1H2u2Q~V&sv}1xrT4`nA83zJzE06S!PCN z)ZHIW^0flI{i?H&}1^rqZvAc|Q}%VVZVIj=5x_YhMAc`HT3W_kWQ3*%mL6 zjxVvzbdx{Aue9Sw9rK;ejLcC^{TuGDLB?04BmV=l#=`q@ zA5aX$KkjX8z*XdqyJw(1A-zC#TENCoPiapRHvbj%DpM2NK`ihlyZ%AZ#rj3Sm67VN z2Vx;^$B;SDI350bH%GzxgU# zhjo0TtDYeMGyC86U+)<@wv)`h%YU8@XfUfZv4rG%0PFUC`ppYMazOwbSemEQYXv92 z`&awl4FiLnbHHa^uybe?RNnvNB?fW^PLdWj2Ib-lXJWD-;!DvF{09qj9{$H%w+mE2 z^NPN^*DwnKlpL_%jR!&zJAtT2py>N>DFr~;c}jxlamgKWy;aV7llk*@Y}F3$H({O< zj(vjioyat`$5qfmFec__1JyqGvqP4e<;r@Oq#Zc!-U*7QoqIo!{&9@0k3ppRy6y^{ z=+SS^qCcm)Ug8cR>Uu%8tu%AbX}c4L29;cNS=tsV!-yyLwOB+)S)M+24rHR7km-_l zdQ(URyQOYnhcg4U0Ss)H1>o_Lin~zb{q| zju;=o_%U9DyOAuW_i!?mQ>JsHv`HRtkhL36h^~DQ8FP&wi^qY|Ak;emF+0Dsm5ivC zNQFpKr&ZeVzJ~W0y-*ny<+2naB&xPN6@O>Rh-Iyr%KiZ8ox(uIYo@ILa4Bi&Xko;7 zm0v(Zm^AN>NEm8AP#t5Tt7%8a$=d4_|+q-%sTc||95`a( zp;%mP-^TW#Q-hgi3GEB|Csek&NQCiv{Fn!vPi!;yZjH&ZnD{eCCe1Fq10A!M#-%>x zow8+vN)4yF8elw8{g|29TRC^?TA5|!uME5LXD9*8opqo*{&rA6R9HVVX37_H7&COL`VMVET@;De>*{C@3 z1f!&!wrsD#H<5M!D+nAac#F_m3 zlK;wEsz*9kU^M1~0a{bV-0_(?G zxI7RwxLcp!_LmsM%+ zUU}TK>5_U)22H%(n*f3>P~V#A9aCMjA=!}ktBpBq6o`1R=kh_v9QNj)vcMIs$+#^6 zdp}G~gkOI$AMC$rPf*{JqyClHFojkS+74ns4V2kCq2k;OgtV@m_W=;2j@d0EK+}_= zu;y+&Yh@yDB?d>{le>g6qVKE_G@0LpqBeg~`c#W1^SV17Ps8pNT}2rQ`2sO>3SN!% zk@C_TAWA<{c94Rtw)Nk>aOqHaqn@_Dzj6mQvyes_*UAw}e5D39FXR}dRN)pAOdyrP z6&^PCe}mQPRxO>&|WZw<&VaV<~Q0R{=~;K z^NPfa+%~WhU6nAvqi4RZS{c$%-ajygHVkn~Wr*z3fkG#aV_vF41BMmbAuk@hGUf#R zWk6d;(s%Mzv|Mx&9jz+Gz-ks*#^@PZ5NxMx4VL zFS7_Wos>7q_CGZC_-pz68kWZ{Ss{)RL$I8)M4QZ;AbM}5cXk6A_1&>)!Z0KccRZo~ zi_eL9XZ7F)z=pk^&*tuHanOf0?b{6~nNgx@s9iW(quOuicZ<0wY`EdSmTa0l+yhz? zXdls13sTgb@L_9^PN-MOK6kqukNb{lMo%Y1wY-T3Kffif!E&<}wXU8LP&SJ1C>kXA zk{breP)#X4Nh!C(-ALK{t`>%IyC=oA1sX<9lq=6-0z~ZzybnIfy|sk%gt?QEA(`mD zk7J?9{OHcSkf`J_G41JYoi&)?G3M95^wGQVER#tr-@{BG_RLjd!kplXBjsikwXhO* z6D8dzI2-#_)`Cek9@}t++&oAP119-g2MO-IJ%(eU1ThYX{ufvFJx(8Ooy7#46Rx^A z4mxU^uZqPw3ijS0NBg*FMBZ#p%rJJh?k1HWa^G;ONXj$q*EyYtr;AIZK|ILp4+kis zC6I$Jt5!P8uYv$X?+b@s6ZZ_SALYBj8GOw2^H{pfH(^cJbKu0U_Q+GOB}RvT6G3TJ zT^uP~?H9D@y~;BI=A2F)f&dc_c2N&puu{ax!Ti39_s?#ZVOz+T7`Rz=OB*mehTfc41ff@d5nCs#+TUJgJ3u@y`Cn~ zJl*ve8%2;RRC;}vlW&|beZ2u>o1Q-ixp0L!sp~c)w;ZTFsgj#G;m5v}+mVl>xSn8p zJIPbmWG-pbZY^c|kX&{7>2=z!7Gyw>oqgj&!guX>#>y?mL>8TQY`h4el;0_!$%4j7zSDJQslbyo{+_3` zR)7_;D~~8%MGD0R6+q?Fxk@Tyvtea+FA*7Yua(&su*iU9C%r?cE1+cAIvO`CUS&WC z3d2L?)9_+2P?dU1ovMthUcTpTZH975MY#aN0NM+as(?(dPkDvVPb))_MZ1dZH1GBU z2?*Bb5t^U^)Bs<%u)GnPTXu^_wu{!2rD1a12l`hc9h6ji;J;?tR9)eX@hbbHD21P& zz7S^O4AEWWT3w&7PbD5z269_d7k+K^Uq_<({uHo+pJx1deU zXX;$C(?)T$V9w2@u7WDijDngkMsm0G8Kd!>0dvb)b4z*vT}ylAUBoUW>K-lXt!$NY zmr~>S5vg-wgeMUMIQOS}V!!0PKCw*bsn>UQ7EWp-VwaY(CE}ZBV8eFAlxO}2;zjID zmtGs_rVAl4mB^C9F*%S#!S!8%@CW>kVdmjXuU#PG49Iq2D|4*cA=ss7AOLmxuc(E` z*IQX~qao1a=W4f|v1ryZz=6(pQ6bRfUj~hLLBtIj;x6B+JQK1Jif6A5S_akbkK2SR z`Emuq2aYJvs7omz6``d6KZVA-!!yNS@wD5bs~t6S`9CrbTm!aSd#~S_q7Z+P!6K(S z1Lp%(JkZ5y>4<9tH++?7si*oT_v@lI-|^nrggYRfWyKo5Qp6Z{n2s&U4$Jbo)ay&y z_XhZ8M8dL>CrcbHCb~*q9+bo9VcM&1n`n+Yi5|!lzfvUpAlCvMI|nR)9M;1HmwkM4 z0ftK_@a2lBeHnMf$M9o{?pH-=^T-ao0E0%0X`;_Q2ahkegHT==dMU9bWyP=Be-kM7 z1S)(gnQF1+Yvz1%iK*yVZAB&S^_^-e%7dSkE8ki6fwEBEEJ$<#bQ3g-YXGywe#Goj`O8JZJgOJcBT~0XBPhBnTgEf zt=KobY3+i}E4QMe6ljLw1QE(kW1`xQROK89NcM~w^uHl-Igm8o6z>Jh&@*U_`41L$7lC~vb6;)0^ns{V~J=P8PoY6I zalEm$+HEwEFfPlBgWnUwII@vnyq`2*mDR}fy3JlF1||37jqTM}kw;_~&k}FWgcd3X z;3neFTXK9!`w6###Of&VoRT%;$nKMG)M2H6iWikAnui{{LCeU9u^7#P?7I`iGe+fVIzm@wog z@)_+d3Ts`#J+8ZZt8OI)NxXFX z8#m#301gKb`SL8OL_eEDG$PCYK7<6@<W_Q8F*`fOCLxY#wEKI+Ub`72b>N4MYF#btKn+iF^Bzx^1V8_Af9r)IU_cj{xRpbL|~y#_k%h z2il^?GJp`GAlyLlN7-|~8*%90L3szHtf6_$tJ50GC@4tTcJ-NP^~rga+#~od-f25=F@BluAF5|APFNC%znUWbvxJC2=Rp4eP{VS)>JdxkQSkoKB>v6KarE379 z`EM@ZT*dW12sK)@HKtI!@3vIt2Q$}zD-WO{?yS@BjMd?+c2S4ge|dxF$oM($_1wHw zD%OWsMW`ek8qa8|I$kW82_hNyLCS!u+t?`p0s_B5h+#ub)$!2_Sj9zIyq{qGH~NFe z6YIdw)u$6AXeOf9FdeQBd`NjCxmTe;`6L`SLR`UH4#e1xzR!m?8_`mw@Cu^!=?nZ_ z`T`62vcy6q06#=^a=iuZuIYe;Ku5)4HB;Y0dvK=Z-tuS_IL1MiZ$iv40iu8R_zuQz z`_UVP5MR??3-(tdqJ;A*W4WIASZu{FYV0xE^Sk(&T4)ojMvdyYL8g#5u-3aVzRJWG&PQ>H|mMjy;PyqAIZ75O8CoOjws{8B>xz>vmvgWv^-C znf4f5!30TK{zsX5$My4Ja|WV;erp97a~b4dr)FdN0}~9axMTpC*h5l@S*| zhS?P7xMwPski!(KZV!NRiXY{5rin5S_Bn3xr9YV7ETqa}_oR8j9i`~JW@nLarlN!> z=Y_Jh|5^d^_C*d{xq9(K*frdje_R%?C=tWv&WVCjtlw$s@skwl_|vf)GX)diI+Rbw zlUFd&s{;ovQO*Yn5E%}ZqPd{Pq}_WRCfXP^{y7cequP<*+6V6~YX*r$aL-JgW*57x zIgd+j7eoB4+ z!c~>6%L|E_p^{pCbJI$SlOfaKn2^c=L9`9Vm09IC1N&mo>Qz%})E%1ys0+XjGNZL@ zdXHS*Fm;npH%=Fx%b5)E%w8R47QGooQe4lc>?0`8++e4#Q5lRQ%lTK*WrhXv_mTeg z8AE+&5SN4ceAO0mysYBEVIa|FUTk_~56ZK=W8jHIlmwEXxQ-Esn_Uh-8@3Lt4|gBR zU%>?33^P!*9&+2}KNIMR$o99`3|Ad{Pgx$94M7|ko>)uLoa$PssFNoi(zO0j{8Ve9 z3M@~|N0Oiz_nYGicTWv0>R$P`0g3t16^5NEnli(qDS{FIf10TWk5*}5s8DAp)5KxFYm6HXjACzH`?Jil`=oTH zYc1^X{3LB`AN2<7wOq5ebhr5ncapqFkVL+G2)Nf_y|>G2P!^F+J>=f+c)tYo?wLu1 z53CK1)7e;x&a&s1BIhzxlSb8Bt~#i#h+c*1psBjWks3I&hwAK_m$bu|Y^VoLoB zVcTXIgE0<<)q|Mja)edwgU@|uBQmfvh`RIP+%Y2f)=X~yHs18m+)`x6g{n{Nt;)eTb=5;bXT|w z=rthLhUVsbM+idV{eM(R*L@F;*zi0vqbb5Ba4)fjb8WDsQ z;S@=r6V|cJETUvoe_aur~|0lMRwR7^uj66 z)d4pz62P@_dThkVBAyf@0M)WDMZ$6uYXO(1Sj4Bk=@9RG5uiq1DKNqA3PDtMP!4kz zTqaO89TT1iBL9s}3B!nLtuedyfCm^uduVA~*?#8YAb~L$afs;gGNx+OBobk_Om%;F z|2vP*Aw+fTrn>aBKQqPr$!f?!<^2%(3rKk^)`XehY8XkX*(pg7KDwGMEi#=UOiI# z2gG<1`+Q4Z+kdN+D)ir;>ymKb$ME@Ak5KXei1^e$<-W%Jl1jvTz}gCP-$T5i(;U}H zsTxx5js7{T5cHlT4;08e=Ue*RK4G-%{KX4??42z47oC`hmA;6@7PO61rH8+E^6(b# zq^T&c@#AAlk6M;LQ+~~qyr(2-pU1g~or06KqN=JMm3A~j0l;(jV7#`PfP$|JK!{-p z-*2ie80I|mtbU`mP|jW|fHQdXWxsL)a9ig6h@7AD3I0a{1Kq)UMov7pZ_f|C7?Mx< zHSYTFzq+)&ITsLKPy0s|OC+|kp~@6#IW^~yBB;9%i(NXT<+?DA=oWIsH4yr`m!VP^ z=LIp|_=q)_kH_3+=0<5Aj1n+_;#m38B!)urn&06Hs0Ws@JcSe5q8|YL#K&pnzDwHk zelrwx|4=}F86%wI-?P(~2PT}DiCvt-K95{GG50GJ3Wr1L3_$8QQVKXXd=?Cs{X(8$ z2li`8b`M`D2h-8w24lB}QVOej?7{Sx{q9OD%$)UOc)9VVXH?p|qTdd28Zr_qYs<2@ z^m{f|4j}TYxE^>upiPlZ@P05|;Wfm`;}cM%M;kJlyO@e9AizJK!-&s2kj&DT*)IjO z^}aSfeLDq;>J?54zUc4mz_?_}iOi3>9RwFG_dwkLl-GdC7OI6e+#4IIQ0{5E0WjCl zN&rsintbp#6Ekzo$skz(h%a-8%m7~d`hq*J`+k2{Msz1F;4lProERHfLVdBWKRCmR z#$rby6H*bV)z9OuRR~tnd-|;)1(^*g$^^Jjz#c<>Z~&acU6CNcfK;jcGun=DeS>Jm z&Tt3I8)InUYDaK1t(mWsTObUJGMY2RLb>eNpVV@%W*J@xawaYR2`OQcp9@md!~3vf zO!)!Q0KFtct~ftt4uVw2CVcP-f4ep!5}|-x>HP)l1}QlX%}rxpBW#IkBF?%B016wYawlg~giv=*;HOZPklg;I9G7}AP!+{Ou? zf`po7z_A4wIWA^h(!|BukEplc8j6XfU49ZLnO~|_27QWvWqf~U4aL=z*SR^KalyXh zFfe&XsNP4i>t^$}`AGkGc87QW1zpb9GgN_CKhFqe{ZUD#T{(=Mu&s&==92ncQZc)+ zrM2$@6w^h)eN>6`a%D*vbOFZZ_#_u}$KkQPMA)qB2B%B8l}E1As=+lcOF27pq!~+6 z_^XQ4S*|#^?V_^!{0lras_E_A47OO zA-zgS6^QH0>8!J?kjx#;+LX$sYzzB^0;g6Qvlyg+}(apl+$Frwc(53 z`vnc)AY3j|h543`Yvl!=ToiM1%?$>(XWwv0G1!e756h>WQMgym7V5O@1lPD6(r|BtQjj%zCE{@z{Nsw`Mm1!*D*Ye9Mm)e5=@h^X`$iWI>R5fTWjq995U zP-*}b1*D4f5?BNhkdR0VJy8RR5Fla*0b<~t8}xae-{t|1b4lrhR_C{fg^}+b_px`sk zve!#?i-dg6y*k|h8N<+VJ$Q$njxMsQI(%s+h^;RFFXlxS;K(s||9*HhR*v(Xh>1!@)uS)@{qG(`D<* zs~zN*iZ<1>4AVAY>SU6gG7ST~BK9q{A^rfLWvHF1PI^xEm#lwO(cC4$glZHx!HdDb zy#t@>flpY0BS|M3fLyufLxrRku1H4;l{Og*mJy>VhBwH`ScE9}3u4uo2no#wkNxB^ zYIXS?uu%w1sg$J$fWpw-CxZC=al9|s)D^2nys@bZw!LJ|GFL$W9D%7S2I7VxHvRQ zOX{x`m1dR=ycwXif@-}Ps}aBANlibpbi}_x43f9frZU$qavIn#D8OX6hr#uzj8dZQ zS5*-LcXcV>_E(3MmHe_USW~w#YWB4{RAzC0%gC+Rw?0GQi~gua-neoK+gs?$=NoMl z7H{TZVy?E{c3;O><@gLG`4C!0%a3g?X|M1ZBJGxlsewnLe3##9v+7iKiz`lbfmEZF zfKuoRHkyVM-=H|#hF07jh<{X*>vtXedyi!9afwZWKvT=(Fg&%mR!;u0Y9WXl4Ga@; zwxF0Y))LBC{83q<&5|~a=#{B@+~_!eGLv#!FSIIKb?Pi5JI2D5!}pxQ*^xu!ZcU{M z_pGqT;_NJ(OU2WHq_U?KJRbvr-&y0o+rai3gKf~5Y=QXF_ln*{HS)PE&|SNA0Gt2~;$JubZ9@uv2Hd8tD;;!5LM&rxtOSF2&kBuyBpA z6AQzq|9&xy_M(Ip#PR zq~c*;tfIGqs4^rTSVH58OfMU}7|Z2~%gP zFh$>*{0c-;XS_~K|(~8`Vch8CAW>l^spUcS!`k^6YMTaj6*;!V!%A34n%ND zovdXa16vRY!DX3dul|tenX+$0`GZ|^bJhEUQ?O0#nasJ60L~3X1oclf><>8| zpT~~7V9jZtyOCgfTZhjVRl(lnLaF&K_ikJBD%K>$+y6(9Ub9dTus}T6s<3JD8?{ay z=)BXzOPTus&RyuzuK@`wIF>ANQ0+GG+=S+xF50g18#uT=HH0$;?QR@Ks+EHfBLUg= zAo0c4d$dpOMPI5-P#LH)+6E8H7&MIN<3+zg9XFs;GYF!xYzNqmoZ9G4PjSxBCr;L} zfG5A!ll}Yu1PO1jKj@#NT2S!-m1YF}lCE}A*?YZ6gtWZd0|F>Rbt!sGqrc>{!T)rE zv>^?)W-jr}N*he`?WI5K-w}0oyOxsR(d75Pe{V<%76T;_`dY%G68_6|Nk03E*$-~e zcC6R9*w?hJByHrG1~EqTudRe}cT!Rh)%xPpg^B={S-*wa2Z}BLyrOJ#D?~YUOGpXI zE?1K7RS`i=2Pkm44^D@4Q}|KNqF=0h!A2g0n1od`Z<-FZj3Whf2{TG}>uPZ@{N%?T3%V0t}+vZZo&GCQclxYEJjYQT!vk z_zAF9of_aX#9PhXoJvN`r-L7GR%DX(osA(ZpXTr(5#Dv-A}b_>QA*i>#lL{SXF4N^r}2;Tbf!7%8dC~ z6{q@^cJZz{=`2{U+a;U3wUx8tP-cpWs<=?CZE*-wX!DS3bn}EGIfocmvpkN8=Tffr zX7(vSD{4wxvbZUL3QlXt=UFFv!Cf1>nr(rc;BaVjyko(>dWsy)O~8&ZwaXQ*KcS+QTz>|#3Eg*u`97N!P55T&*0f`T@cnODp%oD z$Q;i)T1cy+yjC$*-@LzXdZep^eOBaPYW?g7vQC+ZTLjfqG5t6jN?kLRs7|__E-0{z zxF0$or6$!}&4xN0w#Y+Da3e@g^(`vj@Y`8yi;rk<#_X$Pkqll;#cStGQgb8jR?;a> zwQ09}TzyD@a+dptM$>`zwc*OW#8Fd435|gIH+%h*@zh{1<#88rl!Ybz;-}ChoRBN! zuGdZgV{X0=sk=_KyxH8IV@AI6b+Pxt=5EPt*?-J?al%K2ftXuk%6%c{g3yoxar)vb zyri8hYxb3-2y(3ZeV*615Y4D0*H~L;w(27}>MoMSh(LrB>Q9}is!AOs+|eXIRpp1_ z6F#fVgcALYQ+!9j8awP;U#sg7FKyh=6;lD~W62Khe4{Z5!?Wr#9Xi^dE4ul|qmWS7 z-MuYxDGXoGwN4$(Ek3PaC|hz+SEPRN+lojq?K^;mFmo}e**9#}28m1XOJLFHB?U^% z$Kbd5PlD}m&@xZdU$nJ}FtaEjueOqP4Zxm66{1~ffZ*Q9EVRJRs2>#N%T$aqOS7;3 z)yAw?y{Rh#`r@~XIl}cUWlpQLjxgit9&$}U^;;OGR9%dMthJ&xEJ4<NqdOx-!%#hUtw!MVR85^jWW?i;E2_26C`eaL&W^1sZwl}!b39Jug#C|QV zE~l|T(KBGcnl6$|?L8mUZGEjXRS$yV7@mKQD9Fupw({)ipb{1N)Ij!$t$3VKf)_ zhnnJ2qW(rudevL;`*o*-$h)$gXCQA-idG-3P;eUn!Kcn$)s&0&*}{MZ z7pS|76b=a$*cu$GCsPW4GFFV%l_nNX9{y=rrVkz*dht`}mF7uQ3~_7tAxL4KmocaD zEaMljEQIbMGduVr*brdnu=vwY`bH$u9U!r9V^TTIbMk@GA}e*9#S?hS7li&Ek&Ysx8n!E%(;D ze>9(ftp7|j`FZ|s{L`(-s}&ZCYW@a}>Y`P7dtx<}*pPtE;2=L6S){lxk}6T0RGw(~ z^^$Ka$PNsf=A5xmjD43@lz{H--0atk`MSPPY03^0|S5?@001KaS4!KlQm?A3ICCl~QOr z#-7i4ca|I=`=I6ctEt{k7CP>$sSI?4*(x71K4`jaDmQ~3B)(<8-rWjrIBg5{_CcIy zYp2VqnfA-;%XNkORz8n}n}~Q$u`WB8t%m=*mgKo3=TQTjC2>!~1~SO$^r=mEmu4Qb zL|*}eLdGkT5qp(Zw&Xeu^EZzC;axWTMXfrbcWUsJp|wEp3+BSU737lk{1BVNXt(S2 zO%N|@V1BRE_rTrJ#@{BN*4!fYd09Ir{MV%mucHl}IyIv!C>{mMe&K}HwdoNi%{`2E zaE6J277W?6^P25?u@4Nlz!#5D`O(NzlQrKmX^x>apA0GrhLtuyK*((#i6~$PuVkx4 z9d=x1Z&(RM@iA1}BzEpUls5tCgOBuBql^6Oi0bUu!*N?xmD*g2BU*#=a@InOn8t2) zEQ|hN0=3TNc*)`KIC}FMyqVYV=+x(`_KMo38O5jU1#KhRUgoAVqb{c}ZdZL1a5}=P zPmds;LJ3@5Rq&5MywW4=As=mlE%9-L%vG70{mJv+gGNUywz9)}J+&3uDtBxUm=y-N zpk>7)7j2(5^K9FF!-{ycKRXlx>?!l)+beV($%aQmCzKQQ&|&SANk zPYKy3z8J4o!V+#rPGG!`dMr)w)mB2zDyp#tr*6&v^r=E^73|;(ZFsaw0zT8w?RQ^7 z=O5Qm*nj6#v6c6E+&i1*OMeEceV1RxcBJ_(zX44}{xu65`6=Q+T|Wx!sv5xa^Fkj) zYSPTWnqqM_yD$K@9Cpv**-PMp&5Rm+G9M;63^<-Xisi#tgTD&~`W=7jXz4U}bl)88AP2+d> zpHi92s`6PY-7Rq+Bvs}lS>Rxv=D-8;6^J({#x7;lHX7Cj|_Bk_Fip^YG)t1h% z^i{qCzM_GR?&_p`<$$&B41|A2$G&;gs7bX%d3*>t!o-=1F>e2o(e<24pe1y>kNG+a znh*OJ4<+u@{>N+;QCUmCb_a9^K+}X`s z!`p0(@CMAevvboJKTs448TMd$bo@m7O=`3dC@;JLvL3wTm51No@_p!-g=Hc$t7&|M z5b`>}nspesLODEYG=!r+1$tig0X58L4gi`TNils%9yP?FN~;nqr$p?O6Ag1B*o|UL zl998rCA*arapMO3%QoK;JUl;z*_?6eGs{1PqIxR|I#6wx$=Tf6s~bi73gLEhd?iIp zS>n2_5Jngy8bvNB3c{iDzqh$vDmgQ~F0d}L{h3{K|2h{6_dgw2 z&Hr?k-~3OfuCUYPzdSF6BYT8uVcA^0d@!`$TTX3%HWKxtQA>y})L22A zYY6X9-=i9ZQy$QL3FbnT2)s4kfURcnz6I{zqnAL>mshgVzUxnTZY=$5CM65;^G1L( zQ{Gu6`daFI=9`WzGF6Wi>oL3YA3yxx<{hE4bRf&bO)>A!SNgaQVA?@5MAE8 zUft^L5_(Y4Pt^C}%F@nWT`jI*^&_?3HRg=NTaN+6fsy9iPrj|#hs(joF1(SJi@t>| zyK2h)hTogB;h8aMPu-hk7Xn+74x{4hf{uU(6QdCdMBB z%Q_jwys?mRr^eD(@~hUzPzU_$Zr>Hkve%UASH{<1{jQ*~_4lIQic6v@BB%R)nSMq*h4=m~DaiujrRD?8tPE|A#I07fDC+_mc;#hI9xo z$#g6%h4rl}^}b=RN8mNsz!FTE7u?nfyG&BZ-|uBW80Nh5M9K{F-vYbJ;8cb_7*KpL zsk@16>T5_5vgka8DRAzUu^Ke-V(qRGR&|M|toLTom3=LhM zf>~7EXfs5{L(}V4m!H{Ct&WVh9jH~Tdb`B9#JYf#3BF2K7}>%sT4UKc5)szSoyhlC ztIJF?#>X&TPq3|IW)1DUZ2z60n0;ax!cKY;O()vbMf42K_2t$G6GrAH36q;rD|*{B zm6siF5uUoH!D*)oP@U`yJ!5cgaufU#Cy91A6DH~&kBNS!(CB5>9UrTtBPx)-lac!U zL@nI?4-j+7Q-47s(<4w9v`zI}8MchRPKS`?lIbsNLEyNzx**sKd{Zf45 zouBR7>I7lCTPnK5G#M7Jq$}!mQ7@hTCTLPxUj7{6Q>?dkw<+a*Fc1|V54HP)AhGcz zT8K5Nhx$5hN-z6Qb?i^u8d=u1Ts1E;wYDoq?D_sL3waOaR*^xlcLB)MH5Z zmFhRSwB~-Lj*q&peDZ8nB3|1+ZVCE(VC;6w_gDU>@OcSv*hWrj{U(VEvV_Lp8OlN1 z)oRUAph|#w`6r*+wgAdP@}pjY){lIj0Rz_;KoRqxg!dkz^K=US4KQSaKkWe#wNj3hF$#se zZ-U+z!OGT!+vhj3`Rdz+(*3e}2mbsQm@OAY`HnNc&}e+EU#_2ix{V&R)q9t^S+O^K zm~(JC`s?)_@|o!O__u7gez8wI2k>=o^Wr>m77JwG<$`lf13C5p5i-v5|785D!=6%k=1o7tyB~+v14q%@Xn78WfXDrmED@YC z-*0c#_BJ7~Uwr}GP&P0%Q15<0G%NR1tRE>Zj+Zl?RM;6iuHrYAbFA6Cj<3LGIi7I3 zN{?CF*B)3_-JyKS7`~XH>9mlI%yteWd!2^5JGyWjcgJsNwKknY8+eKJbWBLo=*sNx z7O`it)~t8C!2SZeG$~*Pan^jrH18)mMW`h zVGO=Vb7Lm6U-g6?cGvJMv!!2X_Qfq5cRD1zEG4vQwi-?~g;T?xH%dg+%j|B>H7qa1 zV3!S}>tt*VMiomx8J33+>T-hojdn^z1A;*j{!3p=$J8)wD^L6pi7Qs@WGjA0{lxt7 zM6mY*zklG?x6ywc8y=8vgPW<2TJmTDZ_`=F-p`c$tvOv!=qE+ZX?ghTurX%oV)x%s zTVV@qmGQ`W?_Kbg<*bgAo`my0O7h@|DS~&Xt3MuAZ8WegR8U=1YYtQ&+>-8S_Gz}+ zQZpv8t8OH?_4m?fr>+MXZ94D22LrQATp&@#mwhEHlf_LW zl(ApXDivic?&d(V-QuRBNDr!re60)`vN95#dvHU#^qIvQr_J1oCmoa&)l)vAzciT@ zT!^h-Yt0a$i-^D7q6yBVPeoRxv&uJZ|~q;hxJH_64L`mva>A?nvAduCiJJfZPu9Q z)l9}BlLGUw)n2%~jzkJ81#5znX2~Y9djnsfj;3*Z<_K)4J(X7oYA z8KCoq?V6t@k51ymsd&AA-G2@fUpaWG6V)$Su`0QIO^G0{2eUF~kBprl#D(sip*H?W zwpS1D@u4|dm}~G}P5K3*L&IaFye%@4I0f2Xf@ZVv1pa95tFGaRg;LqQu*(rK?Q>P2~7;HO4B0T#XDVJKv4d~?g!Fn7jQz|;AW|#8-~#hic%tg+`@ z)A35~YhW~Wl}jaeqKJBUY_`ZIY2N3QYyrDPevGpr-+PXQjZg;B?4R#{+>cvrQY+*|brP zi#m^9>QfQN%e?_+qB@_D(}5U0M}kxJ82yaLkE90AKog<)caA)lJ({JtpPIeBb1VT^ zD@iW$U*~w%q1t_rsmhi``fw)B#hXJDz2#nqs>MNOdHDw7ROkE$9=)*>-1BH3{nBK} z11teAqmo~}_vD1mtQxrE(frdB=P|0m0kg?c4gX@PRU4EIxO!y|)dwyxFZTPj2MQCS)bt>xoqiGBj9P zVT+=d-6(?43csNt8k7!Wq$-+Zlj|rZ^GVw44n4kk!T#@}PDBdq zGWoL@9PEaW&Z(W^=wt?e62qK9NKHd46CVd;J#H^ib&7KybH<2pd{E9LRNOVbpzr?h z_Ce;->&8XfNnWA~AXFpl^o&YiFtm=^? zFQ8>ERucYHt&AXX?j&W4{R!?~gs?`^l37gY+}?DMZF3#ZQp>K-EkQl2pD48=E?rQg zUlyks`rlQ3W}QQs-Ye({l2FR8&OSMD9=CjydwPkyis{98=5FIcW>1mpCI8X8TwIcv?9ppv#Fw zlsmhIQF%i62@R07o(L&E$P}8Ym2W-KK?{2P!_;XdONgN-(1+vEAmv5v+X6H=$y!f_ zJOtnK&)#&YVSWkhEm@@om-rXBhuJ`Eo%0#+-96?HZXz4l1TTa>t{4aKz45RKl;J+K zH@_kJsv|M14Ek_!5$EC`y$9q}BI+Vos2726%9T}2j(l?&j;eVo!GV~Fqh%x~{~+z( z^6ER^vaEKppD_?4m45;HGsZYPr62hrm}HkqZ=?UF1pe1q^oLTsj_A52HT-EkYFuDynbj(oX4A@e6 z2cXgc-ds^|-PCiNv|J|y5M1i=(oqG>dfsrDLrX`I3(&wo7f(CZHgcZ)fdo^Y(M`A- zYXy)?OH7gxB% zquWh9jVXhX=$t+=iN1>}TsfRmf9be!+H>$|L_G*|iNWxO(v#qhWJ!e+X=K+;p zX>@LS6n}Se!nPpOkDDUk>YL@<>h`KIza4u@Ww>zy(I)Tl*XZXn@4X4l+*p1d;?~&+LHfy}SwwqPOZ)v>h ze!f{9Ar@&-94fw%W1c7{c;AMTGAy5)+(DE)4BqVizR$Z^*?U_W$@rV!-?iZk=0d`n zgBM<(Xa$Rx)#rq*D;I@-Gb|_Nmc|Qi1^W*o$eER)p{mOq86fR#R_I!o+c;k_t>%Hq zvf*&umR{+#w-%G0rO^vTx92u-V}g_mT&M?B`?*7PiWEgk=--<-tB>UbFS0@-F>cG@ z35;2}Gb;uSudQx7=AY%vfuW4?e*1>fninW!+a>bicz;~OT>8H5$TLw37Psf5mts5w zlHHN~KBHkX>1LL$Va66-e#F~McA{fM!dcG8RY1jYteP@tdV#tbv7%U}(Dse5vQCuF z9y5zz8ViZEIJl-Mfa{hS%USL842w1!;LhvU8VQn19#uu`A_^76idA~c{HcjNmrLAFp=9fcOxz4q;5^#c;?ABoDuglI~mAe`37vz9IeT8`LGf*QGDYAh;ml5 zkG4FkQs}hZ@&flqzaLHi?kUzkNfmfJM=QgVFS9ciy9wDpn%0dNqiq92tfY$D-Ox}G zT`$UZdwOF~l=&JZZ`jALvyPWxub1&ecd$INX}?(rx|aNW42 zPVi7K}_@Cvt)HYAsVY5yL`Z0O*=!~>|L#UPUZTETdtxg z$(O@EzqdRl$^}Gfl%2O4GieczMb(VdpT)mgRa&FIF2~ikQADor#k*HRqdyHCuJ*L) zMieu2Qaxucu!W_$iKPXUf_ za~j;s(8v}|78~ak`o_!MhMz_s8uwi_$$C2<9=GKG6yYDL8McO@z?WRJe!FO&3bD2R z&id13sNP+ZP`;6{lXB$WH$k0l@pOJ@G}QT6e-DV0Hnz#XV(k3C^oKI(=UWi>g0`vn zIVKUI8&-LzyGgwI#3?Z0sXO~2Ia_@ww9wcB^IxM%Og*8w6LvNa9xjIN?}hFwwUzpf zK)iwRmHb~?DTjxpOdiI|7h3(}%1UyFO!)uExdeV3zFxw#&}J=y>L#JhX+(r@3LZ>9 zdAH;L=!NJ*t4)BN_4RF1ggGaU(ex8yXu{`)tL=m_^cm_}Q=8Gik$)=zR|+ujjnLX_ zNGa2sQecuq>{FpPX?;Lwc{p43-4DyVfaNwnE#DR|U;NYZRUBb`RyS&Pu`$M%gfs=V z;cT@R!Z}I@Z%=cuge8z)YHCyQo$7Hm=x>h&p$QE?ChRRN{!eL>^@-_}A_zireokr% z?I+D8z$*CvPsTE?>*r+rUwX{{nG6v7Ts14Q`Z|7;9yhr7$YxRg!Sr6DYYkIWLoNj; z55+Hwbb}>%AC}tQmPK5tIRNh=oWd+8T;;jPOz(BSl;sBK1RrzjU#VUcwsG+gkF6}h zpY(J_US>e4_O1l)HDB6n+J{Pvz?_KigNDp{jcANd~F^!m0EY#WK%(tPwcQX}K&5{0o#|Mv0fmh;AVn~+FJ~le; zUa9FNz;Ar6El`lT-d?@b7C0LxYj>0yUF*amVHuw}g zPru1?&{HSO(IwB;xvyEZ1xnWr%9eWXillscWK(*IyV9U(=5`2K>UW&KJwz~^0Rp?t zkq@{dp83soeTVSgAl&Lf+g4*_H{fopB_f%MY;WGVKOl_M$avnCn@zNaHy9l|5o@vF zqS7Qt+O>9hG;H;cZXPBL=Q(exZ+r!GyQ@_q8PtRDt>ERpVYudbfjIQ!zk}|ifuwss zx>%OLLK!$8kDNcNz8GP&cHAnZ1mF0l=XiJw;ek(Pf@elrV)BQdJw~;fyxHlBrNf4; zWj72nOg-_{+qyre*2X@oUcOFZI4Id(-`m{gv9YSVZp@beIW<78+TC@zDZz1ANN(5f zLb>UQ6_8x0$7v|}23#s&QdpGpXqZN7q{OI##t+t9SSGSc3Q{^pLtPpTqxv#Qv8cTn z?aBy=Q#X*|vZj#7wBFfcz5jCm55Wzahtd-=rvgZgxH zDluf{%d$2+=)E>|bjhSX=lK?%iv$R--@Wd)6U(4m*dYhXG9C|2JPSvr!6{5crkTUw*^gCw zU~mw2Fy!|P$uPhY=}^SdZuX>f2=7y_6jyMbzbEW-&fo*rc!$&xu=0N|Gu`!mJuRr{ zwHE8*w-Y&0Phni4J20~@f+hAGp^g7I%xxI#wUXH;<%N;q;O8xU3y43K>rFa6Lkf(J zpsMcIc(3IKDp7DATCGz;k8XtLDw)`)j$-W`0#};!r=2k`l-z<_c*By+xHNQKcsJFJzzzig7dqQZk;s~RSSUKl5jIulY<3AQg-hELq=GRr-U+q*@oQm4%O9n@u4bZO zorY;0wJL@W1F82kue!hY8)Q`s;z@n5Fh(zwyCL-50Vqa4H-85t0^o^Vow0{&W!{P@c>hKZ;Xe!@ zQytrMHbhNFUdU)m>%#m9(+_V+)`%(ZSM5)iu)k^GE_<=}5Z-ROblf4qAf&p>Fzsb$ z?6h1Ot9;8KxY0vqp4hwdUEgs`nnSONps^{%I}dYYETn^f7=IYk)2gBpEyqsLD5DOB z`5@e+S`g>iPeCs=EbKX6g($~<0y@@V`n%l@AUpVn%$CeujqZqdNO4YBay-&liA027 z3nGNS-C~P+aq7~t=wah+@vWn>wcdsztWDuED{UtkX}stRYZz^je;?wTy9D^q(;TH= zL_Fis0cM<|gZ-2#Kvoc34c4uhXdfuOYRNA0zFXGDRZ^|~qI0(?we1b}hNtnv_}2OC zq&k_I!x+|SU{Jr_dr5UsD+@D*&STiLK#GBu!We7G2$dBT_KvN#!nt#b@QlB2I{3=1q=DO zN%ttOnviNh$yi^2<(m`(s(j&^icY;sB+DzF~L>C!(^ZoE-JMl;Datj+b3r zI?!FzShgpUnI(l@jbq(NWA&gU|6OVs4PiYj;;Fr_aLdPiVvF-C0uVi;T)SX0>pHQB z2TBVv&Y9;r5$+JYad9u|aK5NNkbc<`K9m68_VZxv)x8@;566qd`C#HWjh8CIlaJ!- zw=)U`%hTz=F=9Z$hj{n+NL*YYOzAFcI!L2?C2K&P!e3;i=Q^4671K^WOf+wi%FeG; zg^23P?!p*Bz}LNYDOPhUBW>_bMpe9ZtOuCDvJINPaV6q?N7LX=TYM-hHD1RvgtR4Q zd*m(F*-9k$z-b$iw+z>wq`TtctdUoVJGbloIPjHe^}lJ{kPf_L6uF-!vbt8fN^6{NYz);1pe-*d`LD?gX6=T% zn@98&b0$Oa7X%_lk+;ml`}`ur?%rXMj)9Hmzmt#THrrZuJSHh6(=QCa6N!|e& zK~1%8QXr~Ax=BpHf2G}x!-BHsff0NJcZl@YTdafR^(`!&y&X@6{Usa_ee2R3e2 zK}x+QGUIhAJ-3SF7Y`pfykRiQnsL3PPlFZa(XOM=A|*ZO4Mdl_eXQra2c1qJTQ@!( z5++91Z5v8*KhOA5YYr?9+5F=0yOZdG9T zEL@|Rin?iVx5^)Cv+8b%x7cYmgH-W5TOV9MC)>yjni^1-;~(^&MIbhmOLRe4j$iCitgST3s`xqYM-4Dd5io zaycP+-PV>00~;275Lz(Dp@GhLNN0eQ!Kk20OK2bRS=%hF%YcMiRxqOr8pxM-^DKE1 zflXU|-c`KvnmD6EU}Qe?%*uHsUYmgSi0{@uWfl@{i~pNnV9gi`+ua|Q;~edN{2@$> zwo&tw#ISm`nUI5_7lC*htFcu`bB}qG{Fqq2tWW?F~&!56HX!kT|ychK{dL0Lqj&KhG9GI2Sz4uZX0jD#*hO;G5`-D`e z#5^~VP{{?}htPfI4mmNj`qh_I1^M!^0C}n0J5nXQQ?RExRbJDsfj0xQcN5+wL^5Cb zHFP3&!cwqyjZX|klRF{g*TB*TOqGGMXE!#N>!g#vzZtVFr|yI>QFL!!8Gez~2D4*F zAqx?s+tHubou5G3pJmMqw>cA*;HJ4IY0@s>2PDhGNTke&=?4a+5$2ls?C2--JhHqI zS#-RN%3{N$fr@OMd~MRJgej2WM}k0eUR(KGJAGkG7Ey2=cMN2sOs9^8koUY3D#8a| z?3jN?8ki`UBV5G2p9?9%o$OxE6?O4)nXfcuSu2B~UcjAVdpPn9tY1&ABdU1u-|)Y4 zT3~N^Ad!SPf!i@xXZ|x^q!GxlnoI`{T{w|pm-C9;;<=vVvSGs~h=lc=ky}7Prs`AQ zEFx-b0fkj3yq#NMAZHoj7pKGZ3oJhK8vAi7>fpc`6qeX_m)v}62h7X2Y#h} z9fjwhEX*4X=&be1?!~kT;bw@eQG;}j(BDkqTYCQw5{!WPi3Fn!qGR`Ah(8cwgAwal zqvkS>lDe*}DCPq+@HZJ%=qt0BzMijR$=H)dT2P;)yn>9r>Ba_#R%L525!RaiS~6!T z{D&xCvEkGzYFWn-r1^!M8VtjxDW}TX592_HATb0P-1^@Jk7+eMU&vK2bF5|Uy=sMa zD(50z$!5jvOW}@eA|I6@we|3`ZxQ| z`G+M5#{^&8^(ik0T|$0Hx$a!MGOIql$6nTYrKfW#>OvXkCeDpc|Jz8nCp(H}vr-!m z88c;~NFP_krL=L@g`DM&4g{?H&}WWMFh}Davi4-M8o+*b_(HX_$@WM)P=GJ#7}+Hf1I5!l}g@fbYszV!!;5#=g>D2n838b z`P_uIa;e}z+~+nCa>AS@9kymMj^G+j+vgwOUZ%d*R#`1gA0?C^`kc*{(%cY9V|dR?TFkv{jhVx(bs4xp|N#K{s>2Q=615 z%qnRSJYHZn`jA>VC$vc*y`!BUgNgc?hN;Xe0%(psHCU%+&!;fP)%6TdqWs(@E2J=a zRK|WqmS1-Ind0#tw}Y}x>**u^WC)V58Vbn8E<@zWu!I=_1&bA?ZHfZ*&yqkUrE5ys z+15SYDg`XUz=TcIDkgFYtj7Y;gx77T#+*GuTmzJ+vx@);E08}@6xW_b5`X58I7io$ zO2OZ4`)h-<0y}=>g!Das%rHmpY@9vo%L!q=sZh$|$7Q7R0%`)$R}oi6WQ1eS-Kf6U z7=H_a4n5~vbHqfTT`_Ys8p@w#c(0Xa(3Lq4WrYc&k{e1yXU3l0XZlZ@PN{mOH4~2+ z*56<5YIJk^!YXIqg<9@2(~gE5-H+{4 zj^f>bJCE94;kl{?IE$KO2!|k%3Q_2NDNQ@0gyhFp&>zr@bBl=&n0w^m*9LRLDkK@e zphVTz!JY4X^R{zRQSEJ)26GqWRUx(3cozLA9$*ZGre)7|jT-fu`+fRNG)fv61`fW0o4WCvoB{P$;bR7#3DjlXgXD^ zZq5mP63hpTt@2jrx_@md$PXCHyIMn>fkSdwC;oc&3AN(X`ZW5|im|AChSwtz*8LZr z+$&PX8Wt(y@AZB&7LAwBU_Oj(?{5adSP;_8$bTrZxXZR8JYP5VdiD`D1v(BmpHWDO zReejhG}fIAE*}ry$kCU~<$Z=iya8Jib`tx}Msa&DRZx~?AxKR8T&Gw&I1@ zbcyvKZyNJ~$l?odz4SzDPCjTSf%a2~9<=X*b{Lh0Qn7d}&OihAEAOMu3siWAi*l5v zZ^?w}T@xCE(G5mVwr)X<=vDtbir{Q&Z@HoT*@=4!(P9JYZt!I!LmT!*+{fFL` zZWdu`vYtYsZ}me*#QaDhHJNC6$^PTAo=4 zVqbW^#_)UwfU#XkJ67&#Rt?6_8xrv~d z4do8I#kmQsLdT=3mgFG_e*^%4q)LUaySuozE!SYg9<(9|EBUgM*xC{k?ojwB#dr9{ zYET;RJOEC8u&z70E(MAnxz(8;pN@!zy$yy3`XI9C0s-%Fa<>FPg*+d0IVa%Q#Z&mI zuu~UlcEZbdZAt?kuCQI>K>)@5bMQE60n1BD?vOx&0qKV;JlFUOIRwAe(uB7%%PdFN zc<>nyQR-1lVTHX|jYyLZwFVvpa0UK-8~6iX9i=!e`vABP9ss@Ju$ULZ2y%;m)FkWu z#|OZKe6bptMlUA883HxK`BAtVIy?U{ghnYuP<#VktlkF_1GMt@$_AKc*2xN^MS+fH z{cCR~ujBLpe%?1Ap53rJaI9aDhH@k+rucfkSdD=~Vu@&E*ypP6j*34*Ig{wLg0+KC zRBVD5fk0VhECB4vFif5y`%Q8Qrv}P*VCc^J^=zkr5JkP02}$L!MB!1*W~zusI}cRUQ+@up@J0>PGgt49TGG{szdp8 zT4tX8sB1!`X9(1Do2g=h2tw#rKi(n|MD7bR01DTjR%R}|^eQI+|JeGX)7${RKpF0c z!i_6tYb!Q2vwX%D#OR3k^hL_W8Z0RMQGy+3>uyf`i2>OTaDv|+9?37_S=z@}QuZO8 zx={{oCcD-D|_^e6UMnOn1StFhO|4>B&oaKKAQq-3XJ zqZ{4cZ*5|&NcAZowSHU9P=jO$5(|xAYAN11fX}?7=)h_?3^XBT~#7 zi<7AUl_KCBBya%A5#0`ui2&`%(1EaqWeKB`wO=5F42aKyHz9o;;Rtyf=UH@9$P1zB z5YCJzsF#^QKt|z!?*?dK9=tpBC$Kz6=zeJ>2MI3&Wio>w!Eo@Cg<6?)`%ZV&k*9WO z&N(WY0f-~2A+1j@C67&*y#jlLeOrjw=ak?OD3it0yMd)ciU)%Ru~*Hf^-CM~mI2IQ zKuES(e4*AcwtXh@aq@cvz_v(HVZ$q{_F9Q_fIP}zr&SleVldj*AJ;T_ntDM%peywB zFRS%)j|Jtgw@Ym=RduxC{%WkZ3~eviiqu5o%eOIv056TNgk&b(!7!I%Js$y?whWHe8Wuq%#1b%xg#hAP4Ix)P!O>pRAF?AVGgD zTieqnU}*pgVkzi$C_*L~uIarN^-hZWFg00%B6%YA0)%_fRBc7K1}KG|0I{b%0Sq+Y z@%XCq^)zv{7H>UZygDfVnm!bgumG}wN@qELC$>;!0e(JI?kwjt zXiNK^#zxr6kB1d^sf3z6AUiWX4o2eCDaG^Q%H`j0IC;Qr*pC4C9&EO)yi3AXn&3ZI z+CA!Pyk3=n(QnlCP$LLcep{X#I8x&^EZzZCB=DU>a1K!6fKV(=(MdVATgn8g zl^~&M4+>JZt7!#ErSsyJ+ExT}3xRb8YVL=Eq#zs(<})|2PH+sWSJ+x!TH~JeEyT3r zI?-vjn;<-RW$DB%DWL*x*>eExUR0*q|vYzB(qDYmSqYQ zkwCwLg;q^Ln?oe?PQ1SOeoEO>pLe2AuBqIX&2G;PdQ=kUXNC~p%uvzY7w;o)Z}mi6 z927tGtjhYES$=+}LhPw;rx;&>E_XO`)RR9A>5=2WU-i8)>+NtmQ^rczN3ODd<$F42(L z2%A$|8XJZ+v(4G>`5JY-zqijnzyDs3*W>v(yk2|l^?W`bkNe~CnsF^RJQ8~&=_dP* z81LtMchj0HNXmheUD3v$^+LitX{nM-QQDJ>dHo- zd?i%wbh@mw`wlb)s&=wpi0}Y_5^y)v2)R$^XX-$8ke5|JB0JG!UCtdcXeRC90*jMLL=c9)TAO??oSn*pI_K_vd+EbW8ztQQPe(k?N+B zQf)+hv)d6{_wlOh+;Ek(n9H(zF8x+Jf$u$T*YyFGQF|98uP7CNL7_ZoSf?-tyqu(` zJDV#$<^4EKcK-S3*_##|Bu-m1t!kED_to3R-Lia<2hU#+ zh{f;{N(rJ6q`AIi?&|=(O;~QX;Tl= zpTn-jT$2SWklRG^MJO&@2=f2!rCj+Qo<{vIPa{?(YQjeXSKPsno$D@e56DF@X)rw?ogYEQi z#B+wdVOfIG%nm>aFFym+6ft<5puDk3EwY=JpWaj>6G4)cWMZBWajy^=Gj}|$>SQLvqkxv&Gx)_phRHY~Py6c{#m1tyVv zltL%RLw8Q>mlcKwr}FbH=G|C1uPRb!?vhr`I9lKj0vVQB4Avsnk#3Px22gJ-DI~Iq zFKX#Aj_3O+<~&J!$KQZe=`zF13a?yX7v?xTDNAZDySAT}XYt75e;F|mIbHd{seRvkbx(3x-L9p%gr$By{XX8v5s`JT&2ikGuzeC*}ffZ|Ve zA}%x4UV=eTDh_fIk@aq7H!JCEWM~|e_>Bx!)tWjF+Q!XOTo0_&ixilsfz|aCDcD>_ zsDNj;?j*Z}-1&m>xUKX#^n=$66u9^QPwP!Cj zY0Pjt%+UA_Tyf7Fs5YU98bF?69FP~ZpF1?_>#PM8wB|d&Xb-C)QIKY>@iMEgz)D@J zKh8*x`n5|<>dmml8hwkN^*=lfxj;r62n8=#jp&Z_mb|O~3KS_VDY678(_vb0a&b#NSnv zLs<8j@XSG=m#-57pqmQMur~N_9nY#c(TM)@_c*(VcO8=H{LP$uK?l-PCjLO$o^w78 z;GQckTJW?BLF4sokVwTUNEg(dSlhqAf*26G4Fx`+y~8PxgkEvUBL2wv#4JX@W=?9* zjdZyv!rd1(Jngj@O4XmuDM`Dc=zlJ8P;Cr01>{1{KjzeK!$0-W6hBxe9aSJ)|IY#8 z^iSf?Wbz-2@__SaGKZufRqeq4+n~8nY7ei{Bdk=V4Ilu0RRL}3Wtez$&Q;B z)k^+I*G%Z*Qzy@~2W2TvT$!csN|V@hHJ4}H9q7IFm}bKH7ir~rD)R09w$w6Eqx~Hu z)9Yr?z}-dak0|l|Kcv}loj%Vqw%uhKA0yxjR#HnPdXkCMe-GMOr#gDjv=NlxuT>#N>B~M1XBad`i+AD8ugSE=|98YdnUM z@y#xBJWoP859E@WWU!m4R>N$CB#a;hc#gq3&g(L_Vr%Y|Ur+$fykMIijGNQ45QL$^ z7<0SkJ&|NCt7TRa)8!k%uNu*RidDM!tzt;7l%XA&s|Gd}Nt)R)Q@WweeBsD0$dBn!kfjqxgCK)Z+(L{0D0X$Y6k}%Brw3eJMH7XAnQAC$O#dcUseUxZ z<+jwdeZX=5@36*2*8qsjKu3c$-ww@cg1^sOL6k)gpg4>uS*Cp-AwFy-8k%ujbwE*k zv`}w+G!zLmMTAF#py>Sbs8;@VG7ydOm3(*zN^G?G%m>1x5sna*8GO>@al=iGH; zzGNS30R_z;w~i`A#s8gEtH}W5M|9efmxom(p%YC`6k0|$Wp4vzeRb}u2AB%21wm5 zay}{lEk_dfQpUavKs-af_`e2jS5~etD0y*@t#Lp#N(O&oDo~Yj+WSuchgSP{H!1wX zU+a@9(4Ab#OpV|LHOnE-z&3w-h!t}==Ix1#=_e0O#DmAR)x;BCFDTlsjf&*%Q0C;b zJ{vr_J*dAEy}lI$0KN1%N>VeFkB{H&(+%9fS?LzGPz}1)EWM<+2qLIj=us~ z|0w`xo|DG|Y{7s;O=H520AK+SR=UMf0AbYuBKqJ$UBUmKf%?Dw7}#`Yc1hztjqxRo zRq+i!H0tg6zXL5azW?8W^I6vOu?_%tFb>e-Q(8y>i)iAXx9ZPX{!R`6x*?ToE~&R` zlY(+alOi{DSa6K5OVaD1eiG-hZt~A+JqrKuv~s!9d)WgZbRpM}zYjc1hX646i!YOJ9D67?eHcKk8oHO!XW_Z1=#?5q^ajQlaqlitCU<~UV9}NncMCEPuLUk&npn- z6)~jsNcboh7)iE}O^?jV!oIOTe+pb46uH3m+n)y*YNovkErv!V3;>78#ffZP?(m<9 zq&lPI1yaF+(cTw^hl8}a%FBsI)z)8lFg11r6Pa@(5`Gi86D-Vp&I{&P-ZdkNjr=3y zKATXcPRY|@TfOR6ha`ao#N)t^Mu*^4COZcqCQy7gtmVUq;sKreVBMD2`s`h4SC{qg z!+`mlh9E?AnSA?A>Gk~(y$NL~vH$C4S4Z~Z;0%NVz)#>dPVB%!IO)55-n%tFtQb=& zo?`W)yWsa(as913R~GG=uWQ?pI#>1&L@&4Eh=#jH1gBHKOy7H~&^T z-5I_k320jrAH^tOMOr%PE-7fr35IhmwZJV|^gOVcZ*ibk@omnL#wVx1+GuQ4GeU^xv-ch9n?8KhwG+u zJR$j$lD|1qySkjX;bD03>8>m5f|ca;A35ot0A8~8l$gD1`Alc;Z zPJ|x`wcY%}Gn4g~?-wy%j)6m&ruyR%TV#e0xTdPIomUjGB;Q6Sw^+4>k+M3%Jwt}P z^HS!giqyt5%56eDDZ#Gc1}8+v-|`i_?fwylK6;P0e*Z#zK6D?YVHm94OZ!{qPEzv@ zPK6v3xg>F-mG8q%Tm@rm0xA5ER}N6O4|47N^z?-9QhyK9s!_aU#A-d+ETg&e>eSiu zXp*RkX79NH+I>;A1Y&1W=!WgNa1b^e&~NEMhwDpYWaQ6L{vpo0Ft7|T&ADJIbnY^G zhUY{7g#OLxzGD+vpNU0d*+z@eu8R3uAwx?Vmvf(O3#(hE1jW7R;s0h%-3iLsx)>jG zQ6CsBt4?D>@i7!4k=BJa2f?Wc|CTZ#e8|F@8NmzUZ-gRi@{taz$@;50y3lhGT8o~& zi{Te8WK#U4fwo@ZC+CHV7XNLf06!6C@vV*bn^K$w?s9QOm^GGX2>^N^kmqhjxcY6L zY)}vCAKN{c_Q?^}N5U%-)533mdJGF$SvQ`w1U@;8zHLe_#cb}r(B?!1-u3&BAuFdsa&YVoU7osmQ62vG(Y3Ubc%`isWCN({)FX}ZDf%q*f2y==VT3x z>@5Vf?Lu;6nRr$bC0RzyX&X+LI##_< zo#wj_vT!xrw?2{;zaS;5wY-eyt6Jh2<8qVqJb}BX-4&Wj*?iSRk%Agm8`RN-8O~R6 zoppNgPr%aMf1G8`3hB%423vsy=Y{jr^fT11|USo>p;k-pj+Y7M)tqiqmLHt?v*LjOw^Nna0Ht~y{3zyj&J_@2CIkVy{NwS&vz0s%#hznaz zjhgapXJTn@R*B;4-BP7=ZSb@AdA##w8Ylp!nCOw`4^79WbgN%SfdI)kAYCV8%L0n8 zV_*%ljcB`Gb>8p7BgbrijW;*JHK6SXe3n*mdVNhi3}!u8ro}uoAy1kaFlSL4{^aOH z%z){qSIo>DGESX}W6gtEb9d+nbAF2+XVCaJ(i{l5oTYX=O1nXEofU%_H*|E58*q~} zISOX(0EELLrenNE-PZkWHcVeX;2P`(D6K&h`t&8zs+e~($ZMp=^pEtoc^^HLeEgGhF~fHY@TN#|1!1oE+;LyS zzs%00Y+w)b?tMtDK-)LE_dT@hg@t9?*DftjROIae#ORrB3_hTy@3T(!-mspY`8^Nbm5b zcEVxRQ-%s3e`?GG+tfwD{&3lxfzVrNkSrvy6H^F^7mu}X{~Keu{O56U$k0}f&w0IF zUY#cW9WK|w`u^Bf4D7uu)-dmot~Kv|2WW?Oh$)$=SPh1~u>V9hcAd z8|W8=)=bu;J<;I7lCpH^LBy}lr?)}R)%YJV8J91 z%YoL;mzdQmgfa1?kJAes|RrMREARD+h^$@*eQuqDmxZ#((m7|tC;5@}LHaDc^ zvR6x8@I^QT+1~hJrn5=SuMxHi#QGo)&NN@fX@C+;saDyEefN^2Qf(6v2njvz(qGai z3UZ)Z-{%P%M5LtNbjMwS;(qKqQvL6|TP)zH^-I_E>|7q7(is(WrXO4s#dtY8uhJuu z|F?b6vzdyJ08-ATg>Q-5atlniLQ%xXXL@J8z~Rt!Xf%Mb+g{;spwPv2b|cux`qNH- zy6rz5-=Gc_^rmBK*PuVp{A#_+fFoBVQ#<=n%BZHTy#Q$fJAg4qtwp8q=}MG&YRO8; z-~EZ(Q2XmkcGVjHX7x33TNDpBl)d?A{NCV4hk>f{vD9pdp|1F=)21nnhNB$gHx>9( z-?d|beGd$5%EL-_tN@r_$xv-8OHqU0^tS0wGyu+2t8CfGUY)%w$?_&ZTG=IIA7$2* z?i{ziSCT$`@x{zt>E(Q_WLLGMDPsIwk4Q~TUj64t{4S|s_+{1cI%_3)WU|{z+E#Sd z;kM;oSu|ZszRHEdn$nNXTCJc?W;6Nf*p0ox?}N>6fs(%Wl{)`Y;?2ufO_;0!V2M}p z$x6F}-wy_E0tpTi#y0QT)!BPPvX+B-!7}rj#4IJm59St$sx^6|ne(FDXo*?c%&^Sj z*iE^(9?HaJH%=#{lkB76tB@>&-zxhLL8fnr4+pvGHmE*cKc9m^sDu$$R+ zm)m7|eFd>$~DdWnH|Qm#1l{96hpk>!Tt3hPblSHE}nX` zx*4q+FfFslMZarqjHlViC|=4s+>uE!%+Y!>RTPxVzQ@~%Y)+$JBvFt;=Q94Uhl-PZ z;uyy-=`hUoF*r zTuXl#cBOqbL<#e+U&!h$w<|b-vug}V%u{|arb(;=#)#o^shZancDwY%Q(fRTCc|FH z(^|>@9i3HI(8$l9QZ0k0<0ZrT1hs=YD0i#TsHk+;91~+)%Q{OIw^&rIA}?tS#tf(7 zvvZ=@4~;k-q3nbT*p57VJmDgeXe1kdL^p;I@R<;TCS3fBbI;*Kx&uF98EO+{J3iBZ zHqz)#;yRZi6zGDHA2~ z6D5E|zz*bNA4+1~zru1q!Gxdeg{tcIwDedp^A#vxff=e>oub`u43oDFk%Nyu%;lJ_ z%;guDuLEcZT)NI7^JALb&iMc_6wn@4k8LmY2w~h+k@Do&XK43hITj95O83!DMNmxw zY)#>I4b9wTLCfKbkb3gdoLx}a5fX8!T4qi=Note@htFyE1+`Da8Q}n$BQ@gDaY&jC zBFy6Xbd~_Snv)7~%AFUqr}Vbgz=UK_0yaUrZ)yQTyeihViaqiGOHoho2X#%>3)&T^ z^i|Fv$ZCA4njJG&+K;;!*#M%nKuFcHU9zP*_Ybh9$=T}Vs59Hq3!yXELQv*Z+TWB4 zU>hnqa*GTwfr!W{pcE&Xl+N1?RyUKCAOzbN4L~FLM%8IEpF;ZZocoXj%e%IPcHeU& zSVDzaf=H~tM|=poIR%tdvdYEA&1K&A^6i>f;A3Ou%V$`paP(t±L$1?WkYCOk2B zdCXBGHgnpua%SNm?z(mjIDLjw_p{c3RB&P8!Y4RSn7S3GKf*f!HJEj0 z;RCy`vG5lb+&+Q6PN~iBEaJ*CjHvLJ!gBkCQqxCsw3~BryRFsMl^}=$adygRkNVvJ zY4<6u3iW?T3-Eyk)NTL=Wca^o%#=2{6}-6Aeqq7mlmA(+zdkG0`K4>MaLsmWsG`!n zg5mjkK@W%^fJol`w#p>{VVARECrK&bE$RR`&owdnBvo~W-O*+Gfwhnp0Ln?dFh#V0 zB7lp|FiG4aI!r`Onahu;+aff>)u#9%Xv6>op&6*=FuYY;x<_<)XaB1U_Yaw z^cW^7=tqYBxHyYM{f_dcQuPllooWdM=jR-=8-@~S-3lHYX$3~z=VNkW{tH;?EC20z z6Ue6N(F@YXRM8=VNKxd-v4e=QVKYtkvV)+!z$ocZr>VH3`~$!IvU`PAF3a?h;&_H8 zk!U1?8LWyk=;K@If{L@5s|TAa>DF*MsJW>QJz0uN*-hRLN^XMIT|!3K<{V%D@EYyz z;~;Ighix_!;d>h){_;?Y!@B$qS5s3Y*Nd*V7q^RZKgS3(#x6^`E*BK#2j z86nXRoNtEC17y4AADF_iBh5|tHEqPOSKhdeqWm?iTywU|3UK~#vx(X^C6LVTNPvd_ z9WjGc;y8YZNl$T=_iTn`$s2llHKc211f8Mt^B29j-)#B^FX&7QxU4rX8aS#CMW%lY zsveVZ(&!IDR=LS`?0vQd38(L}BY;}bm$2KMKa(`!AW1iw^)S#f^D(-yz$V_HM3Yqd zCc=9~_%S4u@;CY)DwE?PFm38GH5qgs2lM4=7Tc5xRAUb zF{6T94_-Hz$DoEEMDprE6`l0BYc?wfykn#inb)r3LT$omu#9EVpeL#itpZJ0$LWOq z4rWw$gQ+y^V9?o?vi^>pWG{oMtiYetRq7T}sq7qe?err;dR;??Tjou~{#9#1rENOq z9RLwP$2V$b4!-1RfZnZAcj6EZ8SaZ#ze~QhPGh$NOvPq^@ifBr%v?@keU5;JDYdM7 z{xKnGe^PB{=I`xczJw!s;~>d}d3sWqB`mpQwF$r??DMDSqACvT#jW(N#_aT0_#sG|KRf~3YQvDtJx=4evD5a{;v(@}4-o_$@?B?lF zkm`vre_!h@RV@yTNF#ELWQ(oeA}4bJ(BRVfTV82V19~?_AA|=(t)XRv=_->I@fV2S z3E#_V0Cu6tY;VfOLZGUW3#nowE-dFoqgQ@$cs-_M7)Kk0MAe&7@OT@a2#|>h0bI-U ziDoD@rpIdXl#;vQxuc^2$^bk2RP>?LNe4=J>1k0QCO0i)6%ksz6s)9)!S$GxrU)P| zdWkDu7YRJBVm3s+4`nX79PO3n%+dQzCoH={p$@o6!qh@}{62Nt@di%i{uINeS^boa z!F@)xX2*sjJh*l78kK4{6fEpUX3RjwjAD=Rz5VaH9KM~A$MGxt_n@QK+U(IJh);wv zYViqG@&B${@OeRr?>@90)JLzPi5mcYKW7s1jL}>qzf5P=>o}!T?#Wc~s7OhwddLz| z9fOflz3N;L^-zvl2UV#=FObP8`ZqU==@_CNIK3ze7;AEtKE>j{R2h6w1g| znC;W}{(&1C;tKr^Ghb8)zK3*X`vr;6jpv%Lpozg6>ZRQzSVxjr^j6UwqMurn87l(x zl~MsdS`xlr)79A1Y@inwR7JVo9@s2s`5C&TG@0PWGj2lCLg`z`e z=R;d>88;$Aa7NVXcVbo?$dHA7an_;yAV?k{N>lxAT*{ek0pS;P(X8aD6MJfEMj6C8 zq|}-cn4EwBLP&cSh*0|Nk(eN8jF0(UN-;)!p$JuXq)z$0TTo`e0v5 z&M3=!DJFYk%nKE8AZ0;xGDj1pK1(q-_>dE2VzSl}iyv^Jtdv>0#Pbd;Cj6(7p3Ni( z!gQmEegG9(Jkt;?BxmS^L$Dda4lc=5NN&5NSn8oIUteJ6KqUx33jxq~8B~L0X0V%8 zSYZ1x96|v7XWsn=m;gC$Yu+Py<9#8)(-JnCkSkT>#GV-88*!E>P)Bm;tr2eNQhDV+ z4?~b|CdjSQi>@mdvyskboQJt~;c2jtX1?j@YQ@ictaGM8Mp-y>0_+Sz1_n<<0aUsq zq25oN_Q_OV789;%f}0XNg@Mm`<6lnH_x38}gn+I_F9walNPrD4P?BU0 z8dpc@Tm1AOfURhxzv;5;4^db_^=be1EI@Cxn3Umw2X%QM%!(nC(PB=nO$BNvrt34?RrQ3AaJR z3`rz8rv2wVTKJjI$VoTFG2%=;!BXGi&G9Shf2**v55z{MOT5YZIC>WD22Bz|{c7%9 zRxdZ)q9@yBv9!sL$+8LUCV&?}`v#Exmjr#bsMP^T0apGZ711cA5~Wm2HBCxgmr~y? zRzsKq*7-$B%}7cew$MnG1hqtblaAa2()NI=9)u{vTTOR3bE^$h|gpEuS zzXWedua^}dh0o_#y&s2Q0`0YsSPI`;3R-))JIv0w6@hj#Zb2-k1;X8%`AJhD# zFtUlNw~QMWwbK9S=dw2Bs%aSpiQ1zJnu{*jhpG~VRaKD(pYxdWkHl|ZbVBX&eIL?xmgWC1S%<#EWG7kJJ zip|R2-gaBiIrq|(`mcblPy>?>xq+9ZrTM+g6=?1HK0^4x^q*Q`b`#*vR2{IGU}3zw)Kid{u58=(hmfutRvKg{s;+)5RLKAu9RUdI?M> zaihrA8v5u*Dd(&1(`s(R1$2}lNzkwVw0a-`7^Oo6`cJFb4GkRQtr&9-m~z5vlK}ph z!U+kZJqOAnG@`&TZH#W%ZC06z(#Vz9UPPpt#$Z(f=(g|}%>R9QH>-NxH=RVTnv#KD6(V#ykV;HC0Dewj2lOOrDN|IcLf}9r zgIlydF@GS!3-s+s*k6Cprp*)v z|7SG9BvB)Smn7S03_`fs_5O;Wd%dvgHdEJ{EA{wqJ^B&o*uXYeRwB~~%c^fR=z*=P zIa+l=md4g)pt1l`OLj9Szijcm@fOf&(2*ia?GQOq!VP)mE6mX-(4Es{7b3(xXMqjPWcYTxD(3`zt#kwws1}K z7~3;cX6<|G9;g;Q!0WLnVXo5#ZpDL{%!uhafg3o7yI{K(J|Qxugg=*fuLaIT5!Zpq za%`k=8~4iNM87rsn*baf+Is{jffw*fgci>ML=t90{6^9Y}R}yYi#R8Up`V5`EU+~U={;n!s6yV|T%zG9)dnz4c=S(?=Kucb2BqnB^}(|=aotSK zzQ!Tc<{t)o@h0gheZUWS)c8blgq2nJF2>BeHB7RJzn#j)ra4M(^?hF5jLDYuUMW&>p0<3cixx?)YEkK9Oq(ShngWCLoe0)Eb^(3@j=T{{T82JF3 zjS}vn+R}MsBBZMM0QZlKk~_iO;>aiXP6+W`JDr zqiD^#&#v)Oxy#foiJ+P4q~f~v3JYXj1;WTk<7O`q#zO^jRRjCf-*^v{~ zn2?3R(Aj0uk`l87ntE0>>IjsYFC{m%xn93a84&2*12qti!TcJ#%;zyfBkJLjnnPBn z>Px<>-Q|r>xT&gOu;S~Br84M{#7pKJFp)?rS-OPnDwqn%^{X--pu4smDZZjN)KmlD z1)7y<)a(XoYLgdEiXITDb=0IvYi0ELze-{~6K&Cy0cMYq6dTv+l2!eRncDOvZj;nW zLIYgayJ*B?Q50IKzI(Gyb(LPI?c~abq5ooiJsEZJM^x+ULc5BBW?VnsL+zt6sZzAT zw~4lMP8e8Kh&3^N&@>;jrCB|ku(r?hLAmbkJW^^z)*H4z*07E|bK}v1#ksuBb4TeL zRQRjTr5*~rTNF)Dc4t?YMFZs7$-Vs@i;P@|;jzAiD72FSV6u{T_X@Ya54s9^x6yaM z-+JG$j!NuW_k(ersb2z;T$`QOH7dJDa!nOEj#=)$+w*RBvMN^J273MW_P1{^#W(E% zIJuAXgKq!>9tLWQPhZ}<)AvptZ|6@{nbe52V7x-PUr6 zwYrf?$slc()D&SOQTw$aHHv+Q>;WOP2VAbG=--=aN~M6zt4YeGX(|GIXK8VC$pg&8 zW`8KhCe`$cs+sWdc4)?=G61)c`-cooGUQvmW`(vi5z7yfQ!n5wld z@aMN&DmD$>mZ{h<>v^05GPtK0@6y>IS0x=vucW;MjX+`622$5`xWi*HH{+$ErRmjY z_E1VvH!b-G5;+TQ(j*&7uV6_2I*I0MH(D1DmHk6{twx`d>?n@XD?8g(HcHQD?=saF ze^nhA6?GV-`L8D1Mf??!a|2{Hl_c!IZ>iIU4}(FfmfXSEo^U{z{g><^@Yx|`IH>Kp zh;wuU-I}sAy(rVhJ{F)-8xYO@ejwAD2l4{kxBH3zOVa{hQ)Jggpog~ zhX;I3*ZyGroy>Wtz;Qf(GyQAegv>epGtvw&@~P}gX}2CUfHutr!6T9Vg3k%? z4vlGU}aPnaXcnRmG)UOP%ISsc@2hQpN*408Z-Lm{J;6x3sSO3$nDu?2P!FVAZl;`#qB#oOaa z`S?|$#ywKNylc+H=6KOiv`-p@n17G;zIh;g9FzorR(AELEsPo;&&PrKg)8?sJm&)M znNJX}p=Vn&Bay*iJ1&i{0^;i$9B5KhOOokODP zS{P9z)%`@--NS}-MS9Z(+xUUr508OBXVZmdWq!!WzG1`L@rA|pSIOIgh}0eDBnRW2 z^f--m%rabQhAL ze)?yF%&J$p@b_d+hwQ{O4|G%V8L5lQNYg)t4LQ)-jO{x8%-MB2kLRDteHdnagh+OY ztn+ab;HZ59_0a&77Ck`D}ZIPeWU|M>qZ6HGlN;$MT7FsZ)#=4zL$#Yc|s z1G|y-QuDN+_Q=6SyY5rCyCDe`(nYA4v3l|FmSc79QzWX`(jAnsWv6Tpi!RI_Z6xI0 z2f(~V$3Qu=kF~j()JGSy{!rJ-y%_%NrXWNZE4fMH+fjP;C^4}vhi=iX+C#qyPUru?DM`n@dl<16N-R_<2k)dLDa%g_2r z9oq;)AhQHu)V@b1p;2C6lLam*Y1m+>LUP^ ztbSO+5P6U{^*Yo`w2SO)-MFX1K}*v59_e?(sw25P3Esmz1?N^gg*3pplhr^A(X#RB z2e(}1icDp*qaHNP^ml0}0r&wji}lK9u38ISM%B~PAD;0*rrx071Vx$}rV_w%Hqs;1elt~)F!?->>mV3G+EPT6v@i;a9RmBR4{UmjIK4VYF zsz!m!vghUdOc{D$=}vam=2;ARM_<YC2%rJ z^DcT+Ma@iIhAg$Oyf`ri$4@#{7iBV{<6&f+Xy^T@XhZi|DF4(E8c+0 znN&jGhEb7os7MQE_1Z4fqrjGpF=Y-5x--9T@=ly`US$rG^~TRDB#(FHj^$pUyve!L z0QurhZh&#O>oU%~Hsjm_o<2hyhm@BH_X@Kpw&P50~0x?1G&0OH`4b3 zwX6>K_VJk-C$_ZS<#eAYwYIBZ!B3k~^5r*SN+N=_2@P4B=4(;aO8dhOEgBcA?*wF_ zJ;KSBp6 zWlv?x{3a}m7z{gRh8D%yg!@Am7ng;OGFO6ZtI%}<9?tUg-V>vpNUr#Dwwi1(VXYpKdV*L zbphEYHIQuLL&gfol+YnlY6~&x{N|A;fIM3?3N95IpM5(w;@Acu_s9}`DschG&(p<= z0`Qj#rxtH463ZM`NDdnW+(++-@cK?5d@3^M=ip4nXS0XKK18#NgNR{PBIoZY?3E1E zFm_a@x>H}i#H{Ip0sjhyn%LTcI;d@)(Ml+5MnJc*P=GK-UDTEG`bOZOgS@Skkhz~b zt4LLocgOB;^M;^?$4`(@3dCJ4>2jsv?b_@&Uok%i$^?zcWxF7s8Cg zP-&#A*}l4<&%rq>;)U)^VH*vz9_&u*)kHUAjWC&c{a?|IFKInWfZT&Q44R-!5wcJ% zrq|j*(p4sA`cbM{e*M?@a(kWB4XNOR#DDkeH&mAt?uChNc4=Uii}uF$a(OCE*}`0; zZqG+p)%2soV~B->fwIH2P=D&w5Vv9_xPa=oY{|Dwp%9-Tb*);*oc|HQ<+>U{UKj8m zO1X=kP0wl|Am-v#c+NfjAKtk0Q!de%J3AqCi2{iW#7bU;zdmf(`99n?Y_N2f6|chj z0xq9f5Jh`5Ne=jOr94|DjeU}JKZ+qo62xJ3s0ho2N^Eh>EyrSq1Ug0%jkpdjm{QsE zgtSX~v!u6i!>Y#Z|CuRay8ix?iY=K&Hez+aj~0*}m%5=zEiiz24E&y%+#R4HM3@bN z{~W=!reZb%`1jrzcZ>L)W_cfws0bPFL=b+)e5HooKBd3OOp<+?)G~SV*#E#iZF;nD1i)+t%$`}?jN|lLKwY8VImV~mzKHsg(cw%Y0(d!B?Zx^wGCs6O zOXiz#GqFSvm;K_74Q%9Zpssnin8kGQRa3~0>zY)YNEOl1@+?h%GN{~8)H?sm@fX>1qmTle&sai&9HRaj z9i2O5ui!Ah@^1N<{CBXTa(2LZMYb8qzTKbljN{^@Ezt@A~(rk3?Yy*5Sc27)SrYKB>V~smt7Y}Pdj80`s=Q}Ie{vYQV zRB)a*g`7kNqE6mTVh1qypylKOI^jOGl23lr1e-fkNvIZijd~84MAX#!U!z+5^;QM^ zU?`=r{eDOc#wM|^RfAF4WH7022EPOqXTu}IuFG@_GJK4^>z{>t%9^f>&Olt}W(2M_2CEHYsR z8fWt*==cA^-r3c86{7^jwb1ZVHA=~f8%~jO%VcRnb2$sXfxkGF#1f7Af#FKoo=+3O zYc*1|T`HauH7kH#+0{4VYWsq#T`6sT?fM!Ug_6CNWLP$L=HpJeT|hkWxUxTxt_1;~ zQ6VXf=SblBnX&Z!ST`WyOKN9hAk(RCC>&}_D(T#fLCDs{X{shwO_*YbVDw?D^AK{A zh34LhrG;!c1h|g4ij|zs>o=yHQ7o8jy%5Y)VLFhbW^>n|%k0fbZ;?96V=XyKKP+7V z7+o)}6#`p%efhqKJ5F3LjYVlE12BWnHp8>vpEBxS5Wcn1oK?8~nBGfG`*LfrWkl@0 zOXUtlZX45?6wIEOEXIDy>$OxPp-cZ)?3ItbMm1Aj*>Ny4d{JtTrZJ0xNs8jW+j2Uf zI*q%d{yEEZ_`D-@Rs{&sVKWxXxf$4f0hfn~-Q}*HePQ~vBe=OoFz#-tB$ygH_zM%6 zXih~#jj;PJ*5#(K*-QbfTb<#xdw;0ek2~TAX$Km;DB)YAqusdgl#)riGKv#KKo(F9 za8vvh%yDyka|v^mK`P@tVxZn{0=#X{y=f&}*RLEk+Y0xEtqM0;DeV5}5|dRA-o0-e z;<6dvGRINIp~vq;jkNCJzBA67o#k;$;z45w9gY7bN3bvdmmKpp>r8IrJjjWhGkXLk z5{twu*O76UPc%}5T2tx<^tcPVb&A3<*&nFt?Hu{3gz0QBxUBcb`0bC_wfS;>8K)!W zMM6jNEyrvd`0z5A1LrGN8+9vo2J8?mz5k~4(eOWkd`Fb%N@FGHXI zuPd-)BEnYgk|*0O`iaUDzgANMwWm#FG5CqD#$5e)zxX#oM=<%Bo8zA&*m*hi$`obR zw6<>$avdy2IrpkX@=UC+YyOIFw}VbdF6@jqW1=@DQ}tB*<1gJ+_M#pMs@YhvztoRP z-)u-R+p2y)N{re{t-$Ve|IquGd#B)QW(H%2mztJN!)nYb!1gb=sUBI+IORdr`Jjag^Dkj1<8_& zTcr9q@Z&@Whk3f9l=4CkJ%Y7!OZ=$Kz8m!u-G+&kMoJ55?jWByC_$Do7;%ZW@vAkH2tGnnFMjxW60W=o&GZ!{3`7jHLJlHinFQA< zl_q^5A^dqHE^66vH1Z)i)6P=!-Q+WL{R`rHv<}&GdUXW5=R&t*KyWC0(@MXQu>EKS zbd<$%Dl-1o0oYr{(YoeG^6jeU|c-=0N8g!9arIHuU~Y=-}|^qlcB<*GflvmY){VU$D@k> zx=jIr-|CVWx2iMXz4TzZ~^hG&v;Q2_dNWYE_c= zF-@Ue6yOB}qdtE$m&ki3I&q8-$)b-}md6BwnV|{hUDt=RQJ~fT$1cbC-kjQ)%eskN?ju^Y4)PEvX(T?BTc{*`dzfYz)c#Gx57P@tv#{a%Z`d6ycvO|y?>-QqQ zkxNGMbWNJ3U+(=AM~1cmv=Zek&$)QU!zk#L_uSPOFqPEr<$^2T(A1sS>O`OU081#X zzvY;tKbq;80IQ0?H^j`7-(mmG`R{PNL_pL`jT z$3{*0w+Adz*{4{W+E5&orYTlFe#E_cSK0KVLbJp<@=Tazc02o>|2Ak9TqsczJ^Zqj z<0uM!w*vQ^|3c#REW4_qfm5uq_GOUz5*=S8WxJp1VfULlZX|c4PH@{}P<1?>abao&Z7-;=R3PqtNz*8M5nA zKenvn44XJ{Eq0HuS-WYqA8i_~%{V|1QD3xDdx~BtGlYrkX64*z@je1>yiREG3$+G% zQ=&ObwY}==~n&g+99s@%b0P>U1hJ+FA*4XbWTusL5X)?_JU;m#fvrOcfe;2 z39}lgK%1s6pl4)Q@iHdT16+LD8F7Zimqwf?XYYslaSF?j3Bb|wco(C{ zlxf^O>i2C4m$VJM`4Ixo=GZbObnWM(UIc%b-SMpS_(`@V`NLBH`^Gmp>sTj@%m9sq z6yv~@xOBm-+xD$a-BVFk7>FDaG;(0K(`JkvF{2#W%8hM}6f zwsv~U>HC4}vJ+P*+li`H+6oLncE{-RS5ek{TU2+Tn%VffLI+Lryf2gq~W7G`p5; zs?zSgB(ggdZKD|cPcG4kY?_>X`s=yT4~S9UG|68fC;GZxFfi2Vb95=g{Fi79o$-d5 zHj(+8q<>##X=rJusY>vPn&3INmgLZ{z9m8Xzi0l&h~4_rPDNQ^U#3{<%d>kDFC{9% zwLn7cEc=ADIUX3hA?7~MGW&GGfwsK{)Twj%eHvk}UfmGKJ+b=yz&!5+yXIZW5n(1i zI^E(!-lufgF~b|_HmAjzx5%Q+>E7W*wS-*%hsrN$s+TlvyD*!S%TD`bi{5>^WWYRy zT79at^?|w8lcZsjIF6I+9%iAy>^XVw(Pk@1fz?Yaonc}}Z?O2g<1lZ~c4@5GWOH+A zHQlp%PO{J7Hi3(8yKLY|v+;RWS@jeMR9+l;4FnX8UUvEXfwIRZ)n_00!pyJs?sCi( zy?mqDZNxHAk$Qr+^~o-hJExEwYm3@jSyBL!g3@0iTM!UhFQYgzL*$qdQ31ddKv1J=( z%2;AB*?;#lI_LYluHSY2uFD^DKll57zu))cdG6))e!cIfLX2i(G-Fx0n3HYs95H5x zr~bH%I-`YkYRw-?oqvx-$hO%O@hJaz>`E}7DJ7MKeE{z4Hn;&asWv0q_aJDtQD!nP z|L}WvB}9Po-4~iKnKtaHnEDC~iW53F+s{2d#mz3<9pOXcPGtMgGf>^Ec8^4lNt$y!PdC{8*m~UB2zP98A*0jeDg6GLrSm%*di9u?gy<8n zxXMqt)5b|Ot=(&ozZUxpBqHXzSDR-YxR^Um)9i(sD9L~sU-qo4NbhKVs`IyC*RnWe z>{hY%O&Pz&Z0$koeZ-Z8Ux8MqZj-BTbI1>Qbj0WVq^la;AX8pgv!5^|@ zsZh;WL=d+13~%}3mMAbeC4n~lcS}nm1nyg2tsDrKwXc>s^J?W&nXcJC!ES>gn-b*x zRX){RcYB(%jp==VmaI>-Zi@Riz*i-2l?-Y}Vq53b`b4%yUY2qx&`iznJ;txuCNxC9z?zMUMho4G#mmoN!$lIKb%PHPs<8onqZBj%&={l4~9iwl#^~hHDMjl4pm6b%9rCpG>wiZ zt3T#k1>3NB6=p(vAE&?4ph@S2KW(*eVy4bw@zx4-{lo(Gvuy87bpa<5CblNK1&zB{ zoFVcBTBirgQxMq|^vdJG+Q~NKCO1Vk){Lo!3=TKS_@CxJ;`INo1uSAkYxLnj4v~pS z{+2hr^jG8&^nzDcN5bHWMmtYKd{&KkMfbB8Oy4C&sKYyZgmrQoP78u`iAOJAJn8mmU$Ml4=?JEZJ~j#3L%w$9O_*B0;uU#!h6l@9u)Sq zSBCibnos3w&~vB}+~B@R`*JhJdbVt%y;WPhHR*-J9Po`b?Q+P}Xb%vT5aLg5%ywZYaat~+=AET-sv(hvv zc&Pn)RMm-@=l`{SOl$K#pLguH-Y=m+1C+*98(;F*-32Xji(?tP z_fg}d|Fxmv55J2)3a+#ExFS38hk%P4c?J=bfuRKYe`;O3Bf|gly}3NH{;PU`W(HxvU8SySp3uR?v$JJ+t>Y?8Cic5 z&*|}*{NaxJgKD-Z^K=Ne_M{sQHJ~N6hHVvG|pzU>Eo>skUHgI)&Zs^OOYipJ)HYxR`oD*{fq85E+=G=R6 z^xPC0xj5aYH)nkA&t(VmMa?tp>uu8AE(3@bfBGck{DBb@_nc>{Do(slKuuH11XOtJ{V#uFLoU63ja5H?S#H-|^qoHlc z6GdFNfOwGU{6JO3BcW-}m30fZI<0Rb7>$8Kx`$0%lzAF}L(yWHJN)h?`csDAP+-=k zL!+pE!r8(rhWLxnv0r*PZ2}gXYu(&RYH5Tj#o;wb&4=9}%|+;LHx*(`kejz5r=EqCr!PTcMLV*zb* zDss-`nt=9x=d}evgkxdUt#w1c45P0<%v!ZFo2AJe{{u4OezK}x_<7=QqC(bfID0}; zxR4vMa)doYwBau=+$adn#}{ID^0%vpb)H=4n-A_FL;F#L!bP!^fnwFUuvqPJq9OL5 z+t6k=Xy*?dv%@Rhy_rkSt6N%p(xbFB6)WCWZ(l|8Fs z@+D(B!woB&=f-KrR>!%vO81lTD*=Z5UrT1!L=C}Cku-3C*wC_)gN=!of0 zPh%aCx8}w7fsq_{zJTqw+?#pvX^FPg3$cTc9!8>4rZ@RY1sMo<$% zPZn&^e9K{~@$V9OuJj);udix@7ajz#y^8{*86GG4t+y;TBlpcj%z-OXt=Q({8}{&L zFtanale7{yFFwwVcU>(A51|SUB6+ngdLn0zKE&Vh;!gIF68%Gpcko6#yyz>Z^kZXo zy*s>G$S8jxx3CSMj9%mPFumD*^i163)rwp>;mD6M#<6x}Bi3|@m-u=g&$D?*!{`yM`Wto$qDORgBc`FU-|kzpf!vEbym*$N}iwc?sA z%QpX>i%C`}SGLztyu76&-Av{AWo9vAclBZ-_Nc`V{My90EzWZaF;iO;m3(um$XhGO zDMHlArjpdUilJbw`cqz{e~KlrC$lUfWry}gCGs^~9<&(U?nGB}H)yk+Oz&UkWmzgX z;ueLFA+Q0gr+|iTAAYEIh{T;ZNI;%Wm!u>`m zB-@E0ODzfhc2Lr`#~~8DG>$ZXNEt8#t<$_9WdqG@DF&^Xe;@*~Nr7sns>}Y*X0gB< z65IQoU-VUdqrL84g0|!Utdgq>aQmJININ;+@4__E=(ka@$o}@XmEJMP=fOG0+hN?j z(Hkf43Np4?P$$FsGXMGJj$cfXZjk?y>VId#cD2Q#By8L?~HGW(nN2$qQ zghTaq8rT?b*bFUKUKd;Y=~vqu|Hjw?3M7H|{-PC5@fyM>l5ad8Ipd#2rW zr!{=Qd~Q7Pe*OEp(~Vh&Dimo(?O29uaS-Tupe?OGLqy+r*XeN%^StS={HQYmuVi<8r%50EgGu9MtErMZwVYiEu7Zn+ zoADC12yaV|f&@QInLJPFd+#&mxTTHl@)X;%C-uCI}1xU{P z)g%Vo1Va5FbFT+8NDOqVo>S2l$TO!K2}aR$=G$BTik>&FLk@WElzmrQ?v|XS(phZN zB!uT&5WybfX6Z53jd=n!y|}2u^z7pDwjR%tX(HPE72#I03oksq9*3QzXK`Pp9hEpK z=s{CcOl}Eu0SfX`i)L#qIkP{zg6EHVA+Yt4mq(4Fx4_{qRPG`9-$B65^8UtL#^y5r zn?oN2d#bB{jp^$8br7~VzxZV{ZJ+?j@50Hi+de2QkYLn7c<5TJGuqJSAIiLdnj!|h z>QM=WBoZvLoaC*U3+qb)nl{YqY6}=w+64KOX#tg$x_dh|{;4i7S4q%-_9B-db2iid zYqvK9S^LP-a2@DpaCkf7I|p3vM?Zn@Rmf_KWq*AfAvj)JZDW9U1#X0wgAcY9Gmg-J zOvki;hfVv(K%g@BA$&w5U(G^|hIJKbx(|jT>@&!vxN=f=2z5wic)lfMK5ghFfUOr! zroc@}D&~sM?o3va7fW3kx~|A;iaV;Wk-osXk0SL*8S}||lyP2i*n4MuZ^6ucUf-#M zNn;f(eQ%+vU#?uN+AqbPUg9aW2J~RPQH6CC}9^Rc=ZjZpuC)^%P~!?bzW;-&;DdPZ`(L z#gxWZ04<^-z9*Wn7HIi0UV48cOfL3p-!BK?+^XnLnS6g1@1pQrK;Ict?#qdmUdK3w z)lH#e^?r$EgRvgYd(h*L3rC%g853f2^l>)kZ(nhqseIonh8wTx3r3p`9T!iM+-uQv z%5-o;zVz2{7z0?^KE3rR%DFaVwjRX%Z^5S4>H~*UXH#?mi$YI=5Uv2!O&+UIv=}_j zWClM0>XdQSgMDFPcGb5j@{#BhlJNM{EZb~3{2t(_NV%J*zp9_czojqO%YoV@TOs9^ zNiQSG44jMUa+2o1)fs$zpP>@zdztk-Fnx`5jOF;}f2#UB>=k2T${$0HT4AJ~BHNF# z#8vTLOdZPDZKK&hXD^As}v5ZLPsbjC}%+8>%G&sWF z?euGgXj==rNo7-?bKzpysUWO)W%|xLGCK71IMq&LZ+mu)7=|!lLyj2P0fhw<<;RFD zaw$P95PX}@Ejh4Pl}b(|aD%ski8^EW28#;Y@6S+H8Lepqnuc|QSZQ(!= zRAwlofu*m*c06=Ar6sr!PKb+`m39QjQ7SZo=2t_SHIOTnf?7!qLcZ2>Q%~HYoC%9D zQyZ~6b-u6aMsjSA^k5LD5?G10ye+&Nf*rFD?hVwyUIc&Nd;cho>=DU^?@m40c?yI5 zQB(47tp=((M_5?&yV%NHurJRwaAFA{)j<4KUQQl=#(^!T!@GR5g8!|jl<4b0;l+sM zah;ilhd_kPKq5y+fzf5D;b~kNuQ(o*)VOLYK5@*2=F8Ssckn@z;fKj^4|RQY4>dOF zzp{?!)zWdv|NPbyHV{I@5Jut_X$@gk!q0LkDtJG~r%RzR$hSHq*t_N1w4b%b8^rOw zNN27t>5QN6H`^wE*Dg6@Ms+17aOQ52_TKMhmcg9+@q7>S##cyQ8LpZ!b0Tu6-|n#^ z`=Of;3@%81@e*~p62*&Aa>?0fHPLp%!+3pP&=^$owm%@YaH}-uL^EVSmS&G14aYMf z?NT$r{uJo9B)8icIFY-Fi2};-#CM_8&wG)sw8;Y+;BW$q`F2fSmQMK?!-@9ubM9uQ ztq(d2`aOuf5{_?|i`|U3@qwYZWw_}QdT*e^IrYYif^UQK!njG7nThND&vh7=1>bO# zTA%2Nk$O3o%(-1KK0qRAQ};SO%GZf4bfg_?`tzc*1s912-4UZc8FPK*lFtgr6Fgs;H8~r)`U`v_tZHVqV(IzjonSqG<;rh?J2t}NTmN46 zuejm*ue4A;Ky>+x6-SnRV&&#)g%*O|XCu75S_Kqcna(Rj-C^DZ`_U5hioBIEszb)r zlUYI~-G#p8dg!ulr0>7#X9$wa<-!WTSK%A6WP`%bosh#9!FY(e^KVNvyw|E@4uLsa z<4&0KM#B=n+`WaT4pDe33F&1sRu_{0Ak;ILij}gg^=VCmbu)IUzs$y*2KR{jXHWd_ zz6Z+~07bywD><4F^mH%a`MuLOC0FONWkX6NxFJ@-WU!%6-n=}${uHUPSb{pM0fzHz z$FQK_RoQ5lBiik{q}IgEs7C@w(|%IvsC5y;pThJH%#Yl-9qBxLI^6KB2WJ4{`A#fgO}J<{~o9{sLOX<$h+|n78f9IE;3ZIKCk&#CB?@>67U#X zlgAcn0fjIP>Hyug-8j6M^sQ7PT~u@oPRwCQ0U{bC>PzwNtJxi|q>FuK4SFAs-43Hp zJXSD?G)Q;-K`(fiBo~3Qr%yUQ%Co4XVyJ$Lsx-1gAL-1kcCWYgH zY6hg5Te68+j9v#f+^1egmKF}GQd&aKT_u@0(%Z@#0L3ufi>nJZBO`aMk*;iFc(DZ2 zbN^lDG!Qp1JJD~QLa$+-puR`H02pez79*Bna?Ir-fKcmi z*XtBD7kU>nupO!BZBK@NEU1t8LI|yI~ZHZSOH)+TA8=d2jx0rtMCCp+2_>IitcNT4SVl%AoO=Qv{c@=2?0 z$~f2o*A5-%p%$405AD?)tPrvS>Kv}CkyP=&P5fzmkl1|z==r)k74rTV{SXo}eCSnK zCQ)H3%A&U$4ep!D7k9y$LY!e6A@oGH*ri$_)5y{a*a;2s;EkVuRimBVK-WrkO+{=N|+ z8Qk^%Q_1`yx&v^vbq-N>{iZ1x3P|Jj4cE5k?rsU)1Maqy{}JM8m^1QQ5++$<8H z4C}gEtP$} zuBTjIeVeit0O{H0>y;A{Lm_$NPr=YWt6s4>R`U(weq33OiM=4XI3xqe+3bOANcjGD z>K=&vEd;MC;7hP$av}hs8`Si7G+<(%VfWCvj*%i&*dvG>=nbhXm2myWJ4Sm-?PBj6 zmI2IZ$bV(rMMi_eznY{Pdiv|&kD$kARkM?sCkH&(d;{>dd-zNevA-R>t@MnRc!+)+ z8mnEuseo6MgvkB^4b>u@cM`6g;ob)i8{{juXdO6c>Aby1jXIrX8L45k$pxWSFr)%*Lw+(?esDp@m9a>q|(^-qX~V#%rYJe3bFu` zO{bNS(46e`>hbJ=bfeGW;nu+S3o^y&b}e2&{2LILQwQRX8I#RIxB>)Y%--1?(`ugw z492}OV(Mk4`JM&f2s0`uMtDH0VzN8ID6#Oe*@7}aG2AVJ(&2urj@NTBS0ZI~h>Gk} z0H0}2zV+(y{J9;#nn9~fD-mtCTm`V0PbwIg+T6}YYqIdfNX+%T{@ZCx>!5mB|BF3%Hwr;m>KXj=+B$7 z7UParfL|t-sYwCX%sig~Q|M)(?7NBC1D+p<6*~c0%%uI38q~F*Z5v`*O)8*!{Mtxw zqON#3-=vY2Wb7Oy&nJ zFWs-=8{UQ8!rUPb_r)U1maPCTgSc<|Z$(rw>28kFlBm&p+_Yd*wc1K(^}tNZNeMmm z=@Z162r&y?}Mcl@aEJo__Rc5@{{GX z;X}xA@xd;`dEuC(Hi)t5V7H!+0B_{xQ6y{nZ9c6)X2wu|lpSE9uFZk+ThqeQXX zv|a43zY`I*jTsvUf2Liz+~97oa#5iM5CR87rJ4gxVk!Y0{9YV*NE0J-(`2t)KUz$7 z^+cp9-;bNqUBh^1uriNkdc2>ES+Gh-!)StEIl=yc1g91^!ST#Pbo+NHoh?MMn9Lx> z00VozT#8>gf9N@QYyQf7SF1W3pcE6=8fZkiPTi`mekLZeBvwusNf;cIS_;L!#92*n zFhOapHnV^iYu73>O?)HU?^8C=tK9k}!FGFfiS>i0(y2zw2tYQRxNhjLF`?w?Vg~Yv zbTNR>hl(vo@PK`=P;_sdP)hnHTnhfCT2t3x$$34YG;@8v*7)nRoZbmhixk1K7Pl3A zYsmdQt{QVE<1r#n`My7Omn-IPS%Shxl`zL##MpVw>s6SP0DQ@fsFZpG52KE{S`CQWU1G)Z`s=d4SCO5#i2j1vjSZ)fV^HF%deTdM>}E3 zN%PBltjzNosGh70q+)EeC@){J&eB~sgY29Q9dbKRkMcP8IeB-%Y8f^h;78^~0T>Bi z;QRTSL{{QyiJ?)h472kyG(eAeX|W&>3g`kek*lqbVE`C~1wWa)pcJ7?tY9Y~&BLzh z0^>ef5;T4bHQtUqnfXV#WYqv#aso82gAMC_@M1uC6=Y~XDd=eZIaUNpkAyU^M}pD* zp1#{->`e0S+LFr^^7l9}eBi3j*F(BN8Y+c1kaUCsrm~!raUJ~VZ#NjXX*VBK%@qWT zL^BWvK@MBLzT~RMD&y~rNdH&q|HoH!?DvpvnyBwR9oxxB3hxzbmys#AV=X<=jytV$ z$OqM^xrB3Y=$o$=9>i!cf8}$-X`D_wZrZyx`^_=k2F+z3YWsSu+{yrS4Xz&YEPHG8 zzVb|C){npNzc5Nksa9Gn@VV}HZD71NfnfPLVXtS8#47?5eDmI&`6)vj>g1Xs^^cAHz-8>9EvjX>-mHsWMzGupnP zN2?N6&JG-3)0jw53=5>ya<)ODIs$`_v33Yc8p6ZH%sA*MtyTu0<|4;eHpkFWO^k%8 zE@SHCmXiVs_|o`Cqa}k2W=J5rm#7jH^GWfoTQc|-xK(%RODz%Z&UOV;(_t-EP>q>Y zGoUl#*kB5HRD0x=rF-(s!^E_L*pqHO;m~Y@*q;ga3+n^yM^%Hyg^uA1XIp|GqI$( zeFG-vzWo66XcL;JpQ>!5BrR(VMI87!wAx^)1YVhE>oZSr@UL62OmNBkVNKbKz<@g{ zj7jKPKKKf!_r@jjQ0&Ib99yni7J;c}Y?h*3FeA%82)e$Ix96=^vq8^m0yEgy%v&<9 zsmKAEKiSmanC_$Cu@Pn*VsCxdqc&BZoYv{ll@gH5RtoUG6DMENpdhI>ImXpH(Zqb`<%7Asr-Wmxf@y%^4tG^v|6Q2jd`BZ z4Yjgkc4yjmSb)p(M@}D(`J|KQmh8A-Bb{nF>>`$8(G1;gtM7ACKUwT0^RVnETQ!550f)-4svu_y z%5|9ajD)3z-b*AXluk0GG=t-RS5As5=k7t3-j0J1!x7ECg}iB4RfCRg3uJ+LUzn=N zm1(Uj^uG<|s^tY71Epe}D=U!fsA@E7J@I1BbJVEa=acNoM0_kLpHHAJLwb{ANuXrv ze2vsH#JeBQ^N@%fKLv(wDYMWRGC@HTWU=ebH$!|*E-Y+OFRm9gUoR>x1~B&0e5UV0 zs57H@fQ;>ToB-fr*rGu^Seaw{^?kSmo3MprY^fx^41vzCgndp?@H?&+d_T6VzXq*1 zpkr-%|I7q0H?EY-Q(7E+2y$@u=Fn`W4?!C5*l<60nVd57lwj1_Y7J@RSo`o$L_wefD%tYq+ok1X4gDg#AH=t+viK)HE3K_Ky?g0`#tYB zj}_a5**d=;lKR|Zm*eEFE=D9l|AW0RW=?cPok)THU7!P9A7(E!xvqu)Yy;A1kCL(d z-WyB{d8e70?+Z`hhfg>NbC$SKZK;gDgbL23m=$x@#%4E~WcxEtHs$to=HvnKHH}~{ zew`fCf)CfSo4A8$D;l?2Y#clBv@IH}QKnJ$t4*ZaFLJUMXUE;NdQV~x2J3jjhD(}@ zcx&B1^@@9X;B0vgjJ*5=%k9-u6!mm)*8tz&R$iRzq3ry=MxW8OFRoRIRrnD&J{kV8=zs+0a(RkGptX<&F%-p&k>vvh;`6p=hnbog%T<5Tw6^dE*s zdCjfPQx2A?^)=cYxOap=5}Zc+7q&@=qoIKK4S@k>gxFJ$dV~nY-8wq|Xmx2f7J%=| zn!G&0G2&IN)V34UcM=&OO+>2=`AiVLOJLA@Sf{%l^$gL@8$GMOi`XQp`}Oy-_{%yl zEpBZPC?+Lue*<=KlNuF#n^{{gRZoXYHwvEPHRMvJHANn@3gHQT{#iu$jrO8o?;_Lvjn9Ijj_4rGk(PAm-_T5V7ovz(aDu~-JE5Rcm^;M23NWe2S|roi2x^r>}J{y8Ldh!pRm&TogH;^8y9{GhUfZHKX|EGuXf` za8C|9w&W^M+Xb95gw_7$w4ylUC}~E{7Z`W3t-a8u2k(lw0{Y1_5V+P6b>tO8-U$B!jC`^UbWPx*{ z;yJo&d0BZWda(Zqz zGx;>Pi50>2k#Lmbj2_w#s-B^zwo+PpjkI9%@liqXhGj7+(tnU?0hSB?XoboW{dZ>s z$BZVulI%JE6A$2fPcnFq*B}_}?*M{>gozSzr|k9UlM;{R@t*I`C@ffCc6OgfvIwRmmyiPJe$O0b{Jn zQT(YhAdInEXzk*Q;MG$>a)6Z3ZM98sr4jo`DUc0E>Xm{wJF_ze3>0vWz*+yAYb1N$ zvO2&{`ZOc?Ib^xC?hLzc#S&NBFgYq~%JK4)KDnlCEGNRj|I_*wjqZ~0{toj>R9yNV z7s28>v9>B{QRE;|u@AR4=dKzh&r?G@k1!n0DO<|}?W?>D3i@Blaz3L<*W(lTMbrLw zKt@GQr2|(NsV)jZxU#Rxx(Hm>(MvWme*}&E14}F+B?+r{Fgt_3H#!)fXXh49u0uhA z60gwI{`-ldI7uGic6dZzrelgfV#KUTBhf+yxnC4AX*{(Z##aW6^=J1w7qdxNRlWpUa-((xomWhcBW!furh+xn733`ob(YW0%k|$cQ}>Bkkz{G*fM~^2u<6axYu^3g zxgaL&iAFrf*%Zww@hhLS05E4qFy5#VAmLDWL#(z8oCYBJT`637qxo8ur@Ar}c@_qU z2;F;;SLRe6dm5IyhBU_yJQq9<+g3b_&*tCVDJWVCNyeZG_CP9C*rB&7BBPi!?3n(Xfd$Se5#ec;8(*O|(zg`Q|@)o?Hu1)uf-ahKHs zE^g-W2Mq|@DwI@qI%e!Bxsf3SVm-5!07x#fo0xVr+m3pK&$+x74j}1A0FvIrbI9HR zX1kiQMt|_K1pP+N=?uniDw+fP}pKed14% zq%Qjw2jibPRh?o0>#$r|^e_G7a^#I)|T#uc%Kok^GUWAme~uath3 zZP+DFKY;qM@@;#A(Bo6>)aZ#5Bs2ZkwleEXW{a_>nniNtYPRz1CD=F~&Jyv)G1F*| zPpn~EYbA*p^sZ#dP;7CEH@MIl5xy$S^o-QM!VrkO^Hc2bO##VO=|KvcXD)>}k7;h1 zEq34%C?odeKVf+L^$Y3iL01Imqf6+(&`{4lSKy)x$sQdGs3^0$*Ds|=3(z+vy}?08 zCW<#cv97=M(end2TtKjOg>ap8DWrR|^8BWciis@(rQzM@3vUZHmjqb! z6M+)CAx~6M;=nY9wk0dA1yMGXI+*$bopU%gfC|Mc+fsc;S6tKQBs2;i+o~BBxdwk) zv8%YJc6Ui}>(CUjwjDc-9hD5MhA z#WmUPO%%gMI5@lpQqS<0)x&2&D<)>canp>J`A}a;5u>IFZ zRq-|x`*IjKWZ&%LI6#gCr39W-lFx!~UsSOK-;weaEakA@ufy(v8I~KLQsq;6rEp+Q z!Z3D^pGBJ`n(uF8STn!1Vh-*5@}4`j>er#sQ$xktASjr{c3RpoyLSqWELe`t1VMO< z*j&lSyo`Uq{5LQ&Ewiwdu)G1hv}67WEV{CM@Qa;A>aDbSb#Qzx-6b&j= z9`-!NGvMPt;6Pi*I^-jK7hgjlygHQ$#e`gG68vb_GC~Xj|PgcMx?&G!o14U{? z%_$Rqiusub%X0}o3-x)gL9#*~CUVB==+i4pQ>Xij{u8UZB*CT3>M{gHmqORUGBu3| z`uep7r!8#a=bpw*$6voa|o zg%FIw%^J6x3d zdPHSU1-nRX4Zt146oX=J8d-t-e3txK8+Hc}m$lnO2j5L7qHhUyoW%hc$3H8lD zk%g1I>l>i7Wc~q!nTFy7;sO;4mQ59PdZI0WaFlK%u?#@_3Pu?O%?S>xdjx@r1k%?X zxdtBtE+H&qwShQkT5c5499jlI#m$}xS4lmd4($*nnt6k-l^mjA{T0o7`%0O-Vi%(# zynG6H`DVhK`gnHDE&%?)Ji?2;sE_B<5CEdmy<+YTuv(P5B%%_X&;CpQD}e0|y~)jI z7aan!dpyEXZa_9kB)i7KZD?}7HCUfU`vHaSa4!LZCK$&kjYX=38S>7&RwnDs%Ep;N z(KHkhMETMoaL%-Kt>9!Pe5%tE0F%>t{gxhOcY(njh)N2TEt3z-t*j4@ncN0MF9OkG z3?~<&RtK6Yy`8)WF50xN#pi>6NJ=LF;C_^y0zt*6P(O}(gcEG2kD2GZ0rHx1`;}I6 zXe+=DHyfELwrVuFA>L@p=$T1R6spU*(gyEs#FY1gjX;)lkA`Ms(6aQz6>!W923N(H zOQ^qow70?zJd}g7%0t=uVq=BsfB=SLSHjZkz19D%0{f!ke`*%2H-n9eLlwg_cAjuP z+XJwB^paAbtg)1&fIR27eEwegKxdJk5+JC&4MbEaVq_8@iK;uF~2 zb{c{mQlhZ?U+wb+i9wU#V7{G7F0+Sc1RFrQ2&9i4^v-9&d)BLGK4j0>P9?4wTn+Hc zKn=%-1l%HC{9=z*N7l>)&oKD2wCN5rS!L%RRk8E(HH~f#Xfs54Zml?Ci&o2W8qtLI z0C+!b3Be4{28r$qgVw2a9!3BGKxA1~y!HKP#9#UdLQXbpw$==QV`_u8G%Y0n2s2v< z4$^>qFp?BSdQ|CtDV-U8E#-1CgG4V-VbT}HD^E3QXC&+)35aT6jhAE^&soK&XPKN9 zp&^UTvC8uqzp;u3xcG&@k%d5VpZ}wB_RA}6C97s()axsOQ#eb`+X-xusoGN2iHgjc zve@>8>j3egsr@NJXa*f;U1bAn0nI+#DoHGvzGMU_FGlvg;>fcyLh{JSZ!n z?W&~5h>t=~#BiWz!cjbg0)4ibSksP~bn2x8?C1TvTD|1dXedr)-HTsBOBa{#qpjXp z0FM3bx?jiaG6Wn=^gYMGMLqY_b@wtcIO?$qGntRL#o`3e{{e_^W`D8dQ6mv6r2a@s%?gMC{a7+i|S*KlDG2lyTmZLGpp@^ zvM;Iy202ryfcxx6bNRkg4)PN^ZfRU=>LFNNJrmjFyLLfhvp}r2*;z8TaE!4sq2vfFM3*esc#pv@FK7z!`}3qMjJdT4pNG(oX8Fc_!jge5v4L zeP>@lo^%>#C(NFK#{b0&Zd<@v>S;ML2+V5wiu?FMt*MFmz%ZA~EpEitk-gv2K{(_s z;Z;*02oXWubEEZTJ!Y>1UyJb75Q4XG(%=qP$G;}yYfy!)RV(C13SX<%uYI4VsN31X zM8u?STQ4)ZAmPSyPJ75xgsAK73ylf0m!JU2yg_qs@oP~RKlS=dI!eAHWc;Aoj3)_3 z9-d7NZ7;*jtBPnJwej-W z)Xm_uIi9W&?PGh)fAorTJSTE$$np$fCl)vdP8r$3l}QOZtX^Wl1#8krgst4Qphzud z_@4&5&hq{*ucn@$Bn&OihP6!XfC<;rj0Z37gM4bI@GZ8(7dk@VKW;mN`PxXQ0Z zE75h&O=V>eGcO#R$_ndkFnNUi%059Oe?Io5GO6qhNYc3jVh#L{7)&^f5~-nF+qEFa zJMabfo&Qq7$Z0oYG6}R^&C=<~8yP+TvVAsyj0w+LNGnnjdi@eC<(D`34G@|9 zs9~95U;t!L*0)B4VNpf|0>t#&fOS^mi$iW4CCYb1?rn-}ZHF;=kg!r2(w+?Xl{}9L2rla^{7AXS zQ2_D$TxGD|=Dk_24X>}H;PV3joZ$Mca0mHc(VUM*Cx3kbnBBzlfL)%SuaUy%vcjOV zFxz@T+DlKq^kNMJJOqO*7R%&0pRyCAh5=uuvl#%|o=*66P};vRRJ7;p1VCVbNgNED8Mp0X$0(@l?hebeN@J$z_2(t;z!Ny3qN{Rc;e4H9>= z!T^fZE_nCD{xe11IN?xQ*|lOddWj6_7_So?F_z?0H&bd7T)+FpxNcx{S2xAA6ntD2 zQW{Xc5_({PW-FnPI;+j=OdaqoKOj`k>#CX*G?noCfh~NpuLgY_Em(+~8Lhzm#PPR? z#acEs%y+~qA^V;z#2rCf|J0C|2m9yjf`IFQt?{C#qI5^-a=U_0gA_xPx@5v>gnb29 z4=K&fogBo-bK`YPdEEm{yzrQ^I4^r%t*){-QCx||3V3jKY0o`a1YSqZWp?-FO3UC@ zO>mUrPPisG0`B|hxW;!&DlhwfyznaJ3AO?Nn#sAt*CdkDFPrL`=xjP|~b3QV?xQvsSi4yv+mm2om$Jv4aJ$+!6=eA|avGst_S8 zDTq6hwTnynrn#$8)3B{@=%6c812TqpC7BRSMmkXpRH^Hzoj5oix>fTw8Gnn_ab0xC zTPx-%1Eu40hEb;ds{BAcT^Y}8v@I5GDkrlle!`;SbRG{IzdmGen7(%ML<$sqIUU^kOV_brI! zq;X?196Y4FLtsfb_aWyGPnas+S3%v`mc8HeA3$N=O}Ydfu9?(~xVrNx|JV%!ACu~1 z7OkL!k7Y=O|8vKNnRip%rl#j8w|~w_v0=%sWPO%%4wv?t=&>&pN5XS7Cfb5Fn@0Ch z9G}1mG0R;2+xuRiX53=?B?UpVJ6D74o*yJF+yA~Kff1AhuDrcJOu6~VSRI=zjsNLT z5<8sC8c--*)Y*)0!dUNY$m=eXr8Z=-F}17_ENZ0*L#RRD;=Ux-?0bQUwCDK8&%`za zY7y0h$4U_xHb-&w;B5n|&dkXYhH&JVfxBYE#B(61-|`Nc)Zs6RW38dm=hc9E@btG; z{XL1ttGnp49%beNT1j-=HI7vnwMUjJ$d!XQ7I$od@@~Yi=NMM2L;|KKXeP)FgX*dS zm(@rQ>-sWVviQ@vi2-IleS*L{X>3L~)x{Q~YO_CR$gZO>YxuOIQ`I#Bkh^H$cFk`!90!3F4Jf zo@R$Vhad-7b0DBTw={86!ebzW;|+1R#g!}8@cUs_bVxQgG5E}q)n=ZY4@U!0)rTaz zdi7~`inR;00cd_2PnGz8*!uE#D7!cAr$?nlmZZjBO(iL7wy`}$w1^~0WSfvJF}5*= zr0h$QtV2@vB_Y(<8QEr%eVww**u}(PEbqBTJ-^@YecwNPKKHrLb-vei-|ji*Tv8@S>Zp37pS}4su`nMQw@3i`g~J2Fw;>!gnn_9VLSO}z17_DuLiFx^=ZPQf?72WS0~L)v zRd<*)I@>|BQ1>pmRuiXBS0YA%L~ee-WVO;h36xr0l0Hr!(*{98lSMKk0H2unDh9vaJ7s=B-&_(;E038D}-$2+oL*ezI`wqEac3)U_1cu|TTT&QZowcOOUK zMggX0FFyAq4K9RUQTPIy!A^zA&+ZQ`;7}XtDa9Jv*;*%xmgn;C_;Bm!|aHqO8_HSy6s{;KZ!f|RM1$4o;zAlTazPhSM?M-(N2P}d1 z!Rx~?w}*&DxmUbfClUlO?@1Ri{M{a~6_NH2#hy1R@woN!TVL93Ud(fDqX@``;ywi8b_w$lJb=gN-1i>DD z7LB)FkFN8KYy6B_WCGN!R0J-^X>AMS0xR%-Z+3so@ecXInn>X4GHZpq)NfAa-R4hB zsk~_Z=`i1etzHIS?Jd(#i@lJvHMz69Dtr|FCA`3jxfwtmYlC`tSu4b6yPVf2Q!Z;) zaV%KaMJPLs29MUdZ5&tas-UeMN((r>SOAsBiKMTAQt}uN2Svtv{ppV zN2kR}$Ac_Aj$tG6_UD5~{hfzUYcm5{?43WY!y#YaX{@0k>K-_LfY~}*;VuuQMiyxT z*Wzfd>Qt>jB1&+W?>Y!y{tVI;J$Ac*j6~T4a1udpS~oN0B`r8zYgT^vYl>DxM>)IG zHmK0A4%&VwYYh)*uL!U%yI+EmUbayy?oC3uJWSAjVVUj3tnLSICL?+2H(BF|eBhiO zkaq(SBgH^1AE{^1@d!-dhV7I{CTIznfVwT>VgeE>?axCV(|BHHqSiL0ioGQnXjtUj zcHo8G^G;Q)4HE^Wtr?|3&g&Qqk0E8xpOF`5dAPT8BApUIP9%>2$cel$Y>*guKSE|H z=IP2OtE2^;A^1(I=$BP4^p)|~rl&4-{7G+Y-2j0)AhYWu-t^H8v+PZ~u8(vTxeLHC~OThIb*pmJkab=@q-+z)WoBnX)K`HH|IwXISRFej2mMtfl zkp-(!=qo}Z^PmVLMf7tydt&VU2pZ>qk|EK9|D6m80v7%xLwYdax~tEK)WqaUDqqPD*CQ-dvprS?#~%LCFerYBSbkAC(_+kF!n= zmuVS-l^%GPN6!sBUeH zpqi={OncJY!^DyYQzQ{Zxz0WsAg@<#m#1ASg16V)y`Pr)Y7K`gP%`9)s<~u;Nls{Slz9S@c@dD>9uQ+9UKk8p%NWan?dDq3Lx63>)lGu{9}ujLRt zuL7HIHu^B1ZGlNUs6hnXw$DjNMnM>**B-p}YD2xZc~tD1Yr7VNFSF~1+-kE2xcMaB z0bw++I||->U;;(9U&XXM)yyV?N?@1Wk|Pop5tLK1;yI8VHep^Tt?!!gdD8f5rf7kG zzlo?XsTe|W%9s8DzYjvcD^lRo>&8BS0V9 z5Td>o_dTz>kD}U-29fU$P~`hf6ibmBc>Oq=ODN%4e0FOvdzR6IoAiZ|4K=EH3gJ<* zJ1l%^fV(=hhwp8=QB^sxU@my5vITE$sMn& zre-|g$%;)o;v30R2edk&6s<27@2GQ2Ru{q(KSjOhYO=Eo9yNwZ-o6L@!4_=*6POSNy@%V(MFq! z0#^Gl@Rqn+?w%-+IA8~^lPN}}3&vx`cm2s}bVOM?&@Lx&F}}%2@;hlAklGo zWuHl63Q$;H$bgK<{!wsf-f#}*PU}f2nXyN9k>D6QbiuN^`70qAbx@H3Lhgi+86yD# zIO zhn@G$;dVRk(-K#blnVyX1?|PVGYG7*gMpp@V6sEfDgR?3%V)0Rh<4-2{yl z2Vxb;ok2$%^9uZ_w1MwomKlUJ=Q}C6&S#-9yTKR(sV44oppwPe=b*fu0$76e;eMbp z82e_j<64+y0bz$?uSj+r0~{LEdHN_TLzxGq52)Gr0+($08qa{cdyWP!1xQms^rgK0 z`WK4|Tv+)|a86OUkYcWUG?i8yV4y(GErbUy-Ii_yS?cokV}K}%82cBv9IQ{3x>R+g zO3SHPjDimrV3jrXRPl@gfk;81nqcGH()UXsQWtEz7n6_$tP(EZ>{sB=!0y5e;Q6p2MKR8Tis*>OIcjH($);0-H6=qH=lvjZQ4DAE#*k`1w z;TE8ra8yvyg8&d5Gz&BptStcu;a|Z9w2WoPMX#U7L0!rV8yWf6=zF17V|xDRh>sTe z&T>1m32M%SGW@W}zS5@YngNB}SV#-0w1zl?2v>nqudu}?PAm#QyYCpxSxZ)twLO>b zD^ayE+}FG}t?T(-ZA7%^7Z4^9CZKyD?)z&RvEYK4$h?Eqn5SLYPFCEwF$lb<=d;eK znNm2O!tHZl%>ivACLf_ZOczKTNy_W^^pLVLUbofKS8~54Kj+IPuXbLs6;?STkv4z3 zzdP`s9mYO5<4{8e=NA{gJ)8+r=IkgbN;29*>{?h(V6b_;wxl8BZ2+;|UqkXV#V(~I zwVP`N@txQeP~Pmgvm`>vtP{pN?<7tz`Dgy2Rj~8YPtGtE&Q^nm$O!=zg`F&OD&mAB zO{gns6=8WiE(eP+%7a^nM6uME%ogz?v^e(HJmyUU!JoR;V8m%|O5s9-O4Cqw!`e%=(!d@UjlM!c{B>8SWSF#LfUEUiMwSrjGk&I<1cOnjwQPNu7 z^8*U>6y%XXLYAkzs2RTA_R)P)G679fFngvr?SOy!?8lPhy5xu4VBC`eL?=Srw6^x= znw$>;sS(!dD)*p0|SF~sg-ce(;7CRqG#C(oJKQfX~|uc+_>=A_mcR^ zaGJl&A>mddo6(cZ-oU6IM%eyRem8(cc+Y^4FNWc{ap%${rIIScQ;3g_Yier%YHhX* zfQ8}+;?j9jv~ciLKu4*w=?-Pf8NUf2W-t&l$&hW?Ag+jbSU(OD1HHOlP@BZWeY7S= z6cboI!(^)s302QK$3e*jIF$Lp=>Y}j!yEqKaiyLyaTN5oYM2A-!K3aQKJe3=h~Ss7 zu=K?8ACDA-ILO42-KlKCHUC6tH=I12{#@<6nFsOb6@HkRv}M>CC*{p0;`fb)l=HZY z>8SMz8CTy0k?R@HZB<8bevD8xTf{T%QL}lr0kich9isPD8_9~GXqfLe*M0F6_%QE> zs+H*Uq88!g0*p=d=7?^B&asa5uS#`G+axp*B5y84qW|T*8J&3JHy`g;9=oR`Hs4Mj zlBVh=$!J3?ZAjxfL4GRPaTr3u&IHtq6*-< zU)qx2^?>p0l@YngJij}>SiL5S3*%FIAS%!R?+SAm8oppLJwes_q|KJ;49-Aj^MuuvfCjO`WtWG5;kZn3S7919rSQrTF>VEH2>YLqx} zkJt(IVB85pgA!-h`ms2t-`8wqIh6BjYtXx63Vex^cAZS9&fN4NJXSK*nZ^e}0*ep( znO9?P8~}X*^<|!{Pj+~uB@q-)Knw-E1t(81@if0rKUTWLM@a-=&I|0^1V1{rY^ywY z$k7qOJp_Uz`IjSGSfIyI*rNj7I&TPA+KhE@v;*q692O_KyMcL=$!$nvn_F)m;`lK9 zH%WLNd_+YR>L65mLSoR>w;6y*hHpVAC15pu`xU(03rSJ^9h027FO@p4-#Mg{P(nua$- zxZSYvEj{-~ZdF#u$NZawKKkF+c*AXSDt1}ehrU79C#ntkI9C~&E0QcGGOL=RCvH*C zoDK8dIz^xLVci)h=XyIV+;ZlbxekmTYhP7GaH%AGHS(qVSyl^_1}It#RyC=BKZWG3 zudC*7{Vm@{LzEI$RpgKAj}p`~zF)Utn^C!}>>*C){|E}qa}kR85YwgaIKu`hPmfZb zI?pe2_X#q3X{kk)-luoB#yQ4u6DqhF-1}#d%MAeYDbDh!*^AZOp+(7F-K0fc@{iOa zA9!DK4h>Z9t1U~p>1i26y3?4y>>YY&lx-)t)^l2OSM$o{fO>GDTGeb#fIn^Vaff01tXD-0aH zKh@F7w;3R3n=jxvwb+ghed{pB5bmV6{|rvTL|*7C)8pqb(7!zEJ>>j4+;8>G_0`UB z#;wrLYRCIC%e{)TTHd9s4tyo}SNTpvmwF8PUVe~9S!+)hPr;GI9w5i&N7H@aof*a| zY?urDZh3z>hLB3j$-XXTH^b#z%syq2+2)7dmasN4e76ekvh;V3I~zLu!_Vz2ES0_j zqks6;|16i^JEpBQU0fJzy2|R-TgV3qZW({?J{j zU+1w+5|ohUPYs5BtqxNzwzO}gOo#jPqgo9b!lMrb(w1*NcKTX!*ik>0v}~fL)bIJ> z&RCjdHb-PuZvS=Fc7ilR^}T2h*|v)HujShVVRC!p>EFKgN9KM8QVgb_30yWQ4U>Dg zj;)WIt3x8}^X>LE6Z(!kxz0QC%2ROUAAX~=OY!&lxbLEjkQ)3QGy7}O*_DC&?8{edwJ@ zvmE4zbVkqWbhlMDTR+r~VT4iM4mZ|Y7Da|Qs}a2U?lPj?N((;34|Fb4Hcg^GL{&w8 zUhI*u3;Yz3VgIcD)DnNw*~5&?xaB(J-JFk^(>`xa`@k=Q@YdQ1z{~E-;oDf_S#}j7k+!+NTfy{0DI$?q{xq|Qk5iP> z-`j=Wq03AGUw{Ceb_gwZT;XJcsJI&gr`6orcg)qo??(vcO zM+OHE(F5_=g4}+~=AaAHv9~hr84HxCm(Cg9y63+|2?NZ{_}r>wxLU`7lxE*PnLSp@ zQli*_Cy=lmlBmZ15=7;J*AlBaByswo!cV26x&6nxCBi?MJ#gM{Dc*C~VB%%vkyWj<>K#(e zftKdj(eKW0-Pkj{5A7a^^hf4*zX<7%l)1^4>mjI#tFD9J6pLxN?2Br<%8sWf@{2ae%H;n#Jg}S2G?t$VW}RwV>fN`Y>GDaWc$E8HzIqa z-x5P=DmQkl!4UxD;#6)0i?>>>reu%Z-kUbFspcTm{dPPUw&SMF{KRHt+L{#V2sAhK&5)sl}3}%Z|{f_6Zc{E&LLqkPl-D{3Ij-rbKkFCXaJ%XTZeg_= z5fNC|4l5rr3XIEfzM{wl*9s{Vc~UMAt5JVhIK+8oCrVbF7h#WY>EY6SQqC7EU?=ET zz=9EzuIgxy*Z&)4{02tVku=0;2M`k^9_~!5=B(qv*iK^7!FqFy&a}UK+jzEtL+Vh^&k4`5Er-6K zzTAWs1Fh#U7F4(BeZ>Cc9uuJmGfU=*-DC4!b)8ZDJg!LR7_Iy}0i7Sp9}8153siRU zYC3bZ#lwAEU-su&3s3to>CQ5?5k!iMK(v8k_t7>g9yb@O1qv!r|bpub>kT!k=I|v?X zOoMcqm)`PJa9h%1UBV|b%8ltgKt-r9bp7b>R;As~IST#(otR5VU7An)Q&{k7<^kkH ziZ