From 800d2143545f9f4a6cb0036e4ba25b2cdc33dac1 Mon Sep 17 00:00:00 2001 From: stemangiola Date: Mon, 15 Nov 2021 16:45:24 +1100 Subject: [PATCH 01/10] first implementation --- DESCRIPTION | 2 +- R/functions.R | 5 +++-- R/methods.R | 29 +++++++++++++++++------------ R/utilities.R | 5 +++-- man/add_annotation.Rd | 1 + man/add_bar-method.Rd | 4 ++-- man/add_line-method.Rd | 4 ++-- man/add_point-method.Rd | 4 ++-- man/add_tile-method.Rd | 4 ++-- tests/testthat/tests.R | 17 +++++++++++++++++ vignettes/introduction.Rmd | 9 ++++++++- 11 files changed, 58 insertions(+), 26 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 91820b9..6eeeb17 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -64,5 +64,5 @@ Biarch: true biocViews: AssayDomain, Infrastructure Encoding: UTF-8 LazyData: true -RoxygenNote: 7.1.1 +RoxygenNote: 7.1.2 Language: en-US diff --git a/R/functions.R b/R/functions.R index 583ac02..f95a696 100644 --- a/R/functions.R +++ b/R/functions.R @@ -280,6 +280,7 @@ add_grouping = function(my_input_heatmap){ #' @importFrom rlang is_function #' @importFrom purrr when #' @importFrom rlang dots_list +#' @importFrom grid unit #' #' @name add_annotation #' @rdname add_annotation @@ -304,7 +305,7 @@ add_annotation = function(my_input_heatmap, annotation, type = rep("tile", length(quo_names(annotation))), palette_discrete = list(), - palette_continuous = list(), ...) { + palette_continuous = list(), size = unit(2, "cm"), ...) { # Solve CRAN note annot_type = NULL @@ -364,7 +365,7 @@ add_annotation = function(my_input_heatmap, get_top_left_annotation( !!.horizontal, !!.vertical, !!.abundance, - !!annotation, palette_annotation, type, x_y_annot_cols, ...) + !!annotation, palette_annotation, type, x_y_annot_cols, size, ...) # Number of grouping how_many_discrete = .data_annot %>% filter(annot_type=="discrete") %>% nrow diff --git a/R/methods.R b/R/methods.R index 165f4b6..7055a98 100644 --- a/R/methods.R +++ b/R/methods.R @@ -312,7 +312,7 @@ setMethod("heatmap", "tbl_df", heatmap_) #' #' @importFrom rlang enquo #' @importFrom magrittr "%>%" -#' +#' @importFrom grid unit #' #' @name add_tile #' @rdname add_tile-method @@ -346,7 +346,7 @@ setMethod("heatmap", "tbl_df", heatmap_) #' @export setGeneric("add_tile", function(.data, .column, - palette = NULL, ...) + palette = NULL, size = unit(2, "cm"), ...) standardGeneric("add_tile")) #' add_tile @@ -358,7 +358,7 @@ setGeneric("add_tile", function(.data, #' setMethod("add_tile", "InputHeatmap", function(.data, .column, - palette = NULL, ...){ + palette = NULL, size = unit(2, "cm"),...){ .column = enquo(.column) @@ -381,6 +381,8 @@ setMethod("add_tile", "InputHeatmap", function(.data, select(!!.column) %>% sapply(class) %>% when(. %in% c("integer", "numerical", "numeric", "double") & !is.null(palette) ~ list(palette), ~ list()), + + size = size, ... ) @@ -394,6 +396,7 @@ setMethod("add_tile", "InputHeatmap", function(.data, #' #' @importFrom rlang enquo #' @importFrom magrittr "%>%" +#' @importFrom grid unit #' #' #' @name add_point @@ -428,7 +431,7 @@ setMethod("add_tile", "InputHeatmap", function(.data, #' @export setGeneric("add_point", function(.data, .column, - palette = NULL, ...) + palette = NULL, size = unit(2, "cm"),...) standardGeneric("add_point")) #' add_point @@ -440,11 +443,11 @@ setGeneric("add_point", function(.data, #' setMethod("add_point", "InputHeatmap", function(.data, .column, - palette = NULL, ...){ + palette = NULL, size = unit(2, "cm"),...){ .column = enquo(.column) - .data %>% add_annotation( !!.column, type = "point", ...) + .data %>% add_annotation( !!.column, type = "point", size = size,...) }) @@ -456,6 +459,7 @@ setMethod("add_point", "InputHeatmap", function(.data, #' #' @importFrom rlang enquo #' @importFrom magrittr "%>%" +#' @importFrom grid unit #' #' #' @name add_line @@ -490,7 +494,7 @@ setMethod("add_point", "InputHeatmap", function(.data, #' @export setGeneric("add_line", function(.data, .column, - palette = NULL, ...) + palette = NULL,size = unit(2, "cm"), ...) standardGeneric("add_line")) #' add_line @@ -503,11 +507,11 @@ setGeneric("add_line", function(.data, #' setMethod("add_line", "InputHeatmap", function(.data, .column, - palette = NULL, ...){ + palette = NULL, size = unit(2, "cm"),...){ .column = enquo(.column) - .data %>% add_annotation( !!.column, type = "line", ...) + .data %>% add_annotation( !!.column, type = "line", size = size,...) }) @@ -519,6 +523,7 @@ setMethod("add_line", "InputHeatmap", function(.data, #' #' @importFrom rlang enquo #' @importFrom magrittr "%>%" +#' @importFrom grid unit #' #' #' @name add_bar @@ -553,7 +558,7 @@ setMethod("add_line", "InputHeatmap", function(.data, #' @export setGeneric("add_bar", function(.data, .column, - palette = NULL, ...) + palette = NULL, size = unit(2, "cm"),...) standardGeneric("add_bar")) #' add_bar @@ -565,11 +570,11 @@ setGeneric("add_bar", function(.data, #' setMethod("add_bar", "InputHeatmap", function(.data, .column, - palette = NULL, ...){ + palette = NULL, size = unit(2, "cm"),...){ .column = enquo(.column) - .data %>% add_annotation( !!.column, type = "bar", ...) + .data %>% add_annotation( !!.column, type = "bar", size = size,...) }) diff --git a/R/utilities.R b/R/utilities.R index a8d5a03..5417501 100644 --- a/R/utilities.R +++ b/R/utilities.R @@ -624,7 +624,7 @@ type_to_annot_function = list( "line" = anno_lines ) -get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation, palette_annotation, type, x_y_annot_cols, ...){ +get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation, palette_annotation, type, x_y_annot_cols, size, ...){ # Comply with CRAN NOTES data = NULL @@ -685,7 +685,8 @@ get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation fx = ..2 # Do conditional - if(is_function(fx)) fx(..1, which=..3) + if(is_function(fx) & ..3 == "column") fx(..1, which=..3, height = size) + if(is_function(fx) & ..3 == "row") fx(..1, which=..3, width = size) else .x })) %>% diff --git a/man/add_annotation.Rd b/man/add_annotation.Rd index bd213f3..0377361 100644 --- a/man/add_annotation.Rd +++ b/man/add_annotation.Rd @@ -10,6 +10,7 @@ add_annotation( type = rep("tile", length(quo_names(annotation))), palette_discrete = list(), palette_continuous = list(), + size = unit(2, "cm"), ... ) } diff --git a/man/add_bar-method.Rd b/man/add_bar-method.Rd index 72e17d0..87be1be 100644 --- a/man/add_bar-method.Rd +++ b/man/add_bar-method.Rd @@ -6,9 +6,9 @@ \alias{add_bar,InputHeatmap-method} \title{Adds a bar annotation layer to a `InputHeatmap`, that on evaluation creates a `ComplexHeatmap`} \usage{ -add_bar(.data, .column, palette = NULL, ...) +add_bar(.data, .column, palette = NULL, size = unit(2, "cm"), ...) -\S4method{add_bar}{InputHeatmap}(.data, .column, palette = NULL, ...) +\S4method{add_bar}{InputHeatmap}(.data, .column, palette = NULL, size = unit(2, "cm"), ...) } \arguments{ \item{.data}{A `tbl_df` formatted as | | | | <...> |} diff --git a/man/add_line-method.Rd b/man/add_line-method.Rd index 5625d2a..a3f7658 100644 --- a/man/add_line-method.Rd +++ b/man/add_line-method.Rd @@ -6,9 +6,9 @@ \alias{add_line,InputHeatmap-method} \title{Adds a line annotation layer to a `InputHeatmap`, that on evaluation creates a `ComplexHeatmap`} \usage{ -add_line(.data, .column, palette = NULL, ...) +add_line(.data, .column, palette = NULL, size = unit(2, "cm"), ...) -\S4method{add_line}{InputHeatmap}(.data, .column, palette = NULL, ...) +\S4method{add_line}{InputHeatmap}(.data, .column, palette = NULL, size = unit(2, "cm"), ...) } \arguments{ \item{.data}{A `tbl_df` formatted as | | | | <...> |} diff --git a/man/add_point-method.Rd b/man/add_point-method.Rd index 6d0e0c1..105fd08 100644 --- a/man/add_point-method.Rd +++ b/man/add_point-method.Rd @@ -6,9 +6,9 @@ \alias{add_point,InputHeatmap-method} \title{Adds a point annotation layer to a `InputHeatmap`, that on evaluation creates a `ComplexHeatmap`} \usage{ -add_point(.data, .column, palette = NULL, ...) +add_point(.data, .column, palette = NULL, size = unit(2, "cm"), ...) -\S4method{add_point}{InputHeatmap}(.data, .column, palette = NULL, ...) +\S4method{add_point}{InputHeatmap}(.data, .column, palette = NULL, size = unit(2, "cm"), ...) } \arguments{ \item{.data}{A `tbl_df` formatted as | | | | <...> |} diff --git a/man/add_tile-method.Rd b/man/add_tile-method.Rd index b8fb24b..a8e997f 100644 --- a/man/add_tile-method.Rd +++ b/man/add_tile-method.Rd @@ -6,9 +6,9 @@ \alias{add_tile,InputHeatmap-method} \title{Adds a tile annotation layer to a `InputHeatmap`, that on evaluation creates a `ComplexHeatmap`} \usage{ -add_tile(.data, .column, palette = NULL, ...) +add_tile(.data, .column, palette = NULL, size = unit(2, "cm"), ...) -\S4method{add_tile}{InputHeatmap}(.data, .column, palette = NULL, ...) +\S4method{add_tile}{InputHeatmap}(.data, .column, palette = NULL, size = unit(2, "cm"), ...) } \arguments{ \item{.data}{A `tbl_df` formatted as | | | | <...> |} diff --git a/tests/testthat/tests.R b/tests/testthat/tests.R index 8d95c64..cb921fa 100644 --- a/tests/testthat/tests.R +++ b/tests/testthat/tests.R @@ -575,3 +575,20 @@ test_that("legend",{ }) +test_that("size annotation",{ + + p = + tidyHeatmap::N52 |> + tidyHeatmap::heatmap( + .row = symbol_ct, + .column = UBR, + .value = `read count normalised log`, + show_heatmap_legend = FALSE + ) |> + add_tile(UBR, size = unit(10, "mm")) |> + add_tile(`Cell type`, size = unit(10, "mm")) + + vdiffr::expect_doppelganger("legend", p) + + +}) \ No newline at end of file diff --git a/vignettes/introduction.Rmd b/vignettes/introduction.Rmd index 0d757cc..e6166ff 100644 --- a/vignettes/introduction.Rmd +++ b/vignettes/introduction.Rmd @@ -3,7 +3,9 @@ title: "Overview of the tidyHeatmap package" author: "Stefano Mangiola" date: "`r Sys.Date()`" package: tidyHeatmap -output: rmarkdown::html_vignette +output: + html_vignette: + toc_float: true vignette: > %\VignetteIndexEntry{Overview of the tidyHeatmap package} %\VignetteEngine{knitr::rmarkdown} @@ -18,3 +20,8 @@ vignette: > ```{r child="man/fragments/intro.Rmd"} ``` +# Session Info + +```{r} +sessionInfo() +``` \ No newline at end of file From c9b41d60a72e7a9fefd2c602747e8099b53a08de Mon Sep 17 00:00:00 2001 From: stemangiola Date: Mon, 15 Nov 2021 17:43:56 +1100 Subject: [PATCH 02/10] fixed some mechanics --- R/utilities.R | 44 ++++++++++++++++++++++-------------------- tests/testthat/tests.R | 4 ++-- 2 files changed, 25 insertions(+), 23 deletions(-) diff --git a/R/utilities.R b/R/utilities.R index 5417501..8142181 100644 --- a/R/utilities.R +++ b/R/utilities.R @@ -618,7 +618,7 @@ ct_colors = function(ct) #' @importFrom ComplexHeatmap anno_barplot #' @importFrom ComplexHeatmap anno_lines type_to_annot_function = list( - "tile" = NULL, + "tile" = anno_simple, "point" = anno_points, "bar" = anno_barplot, "line" = anno_lines @@ -668,7 +668,7 @@ get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation .data_ %>% ungroup() %>% select(.y, .x) %>% - distinct() %>% + distinct() %>% arrange_at(vars(.y)) %>% pull(.x) ) @@ -677,17 +677,33 @@ get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation # Add function mutate(fx = annotation_function) %>% + # Add color indexes separately for each orientation + mutate(annot_type = map_chr(data, ~ .x %>% when(class(.) %in% c("factor", "character", "logical") ~ "discrete", + class(.) %in% c("integer", "numerical", "numeric", "double") ~ "continuous", + ~ "other" + ) )) %>% + group_by(annot_type) %>% + mutate(idx = row_number()) %>% + ungroup() %>% + mutate(color = map2(data, idx, ~ { + if(.x %>% class %in% c("factor", "character", "logical")) + colorRampPalette(palette_annotation$discrete[[.y]])(length(unique(.x))) %>% setNames(unique(.x)) + else if (.x %>% class %in% c("integer", "numerical", "numeric", "double")) + colorRampPalette(palette_annotation$continuous[[.y]])(length(.x)) %>% colorRamp2(seq(min(.x), max(.x), length.out = length(.x)), .) + else NULL + })) %>% + # Apply annot function if not NULL otherwise pass original annotation # This because no function for ComplexHeatmap = to tile - mutate(annot = pmap(list(data, fx, orientation), ~ { + mutate(annot = pmap(list(data, fx, orientation, color = color), ~ { # Trick needed for map BUG: could not find function "..2" fx = ..2 # Do conditional - if(is_function(fx) & ..3 == "column") fx(..1, which=..3, height = size) - if(is_function(fx) & ..3 == "row") fx(..1, which=..3, width = size) - else .x + if(..3 == "column") fx(..1, which=..3, height = size, col=..4) + else if(..3 == "row") fx(..1, which=..3, width = size, col=..4) + else stop("tidyHeatmap says: this should not happen. In the internal function get_top_left_annotation") })) %>% # # Check if NA in annotations @@ -696,21 +712,7 @@ get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation # else { x } # } ) %>% - # Add color indexes separately for each orientation - mutate(annot_type = map_chr(annot, ~ .x %>% when(class(.) %in% c("factor", "character", "logical") ~ "discrete", - class(.) %in% c("integer", "numerical", "numeric", "double") ~ "continuous", - ~ "other" - ) )) %>% - group_by(annot_type) %>% - mutate(idx = row_number()) %>% - ungroup() %>% - mutate(color = map2(annot, idx, ~ { - if(.x %>% class %in% c("factor", "character", "logical")) - colorRampPalette(palette_annotation$discrete[[.y]])(length(unique(.x))) %>% setNames(unique(.x)) - else if (.x %>% class %in% c("integer", "numerical", "numeric", "double")) - colorRampPalette(palette_annotation$continuous[[.y]])(length(.x)) %>% colorRamp2(seq(min(.x), max(.x), length.out = length(.x)), .) - else NULL - })) %>% + mutate(further_arguments = map(col_name, ~ dots_args)) %>% diff --git a/tests/testthat/tests.R b/tests/testthat/tests.R index cb921fa..43c3e21 100644 --- a/tests/testthat/tests.R +++ b/tests/testthat/tests.R @@ -585,8 +585,8 @@ test_that("size annotation",{ .value = `read count normalised log`, show_heatmap_legend = FALSE ) |> - add_tile(UBR, size = unit(10, "mm")) |> - add_tile(`Cell type`, size = unit(10, "mm")) + add_tile(UBR, size = unit(20, "mm")) |> + add_tile(`Cell type`, size = unit(2, "mm")) vdiffr::expect_doppelganger("legend", p) From 20493e2b1d72b3f5767f3db1919b67b28db70428 Mon Sep 17 00:00:00 2001 From: stemangiola Date: Mon, 15 Nov 2021 19:18:21 +1100 Subject: [PATCH 03/10] fixed setup --- R/functions.R | 2 +- R/methods.R | 16 +++++------ R/utilities.R | 64 +++++++++++++++++++++++++++++++++++------ man/add_bar-method.Rd | 4 +-- man/add_line-method.Rd | 4 +-- man/add_point-method.Rd | 4 +-- man/add_tile-method.Rd | 4 +-- 7 files changed, 72 insertions(+), 26 deletions(-) diff --git a/R/functions.R b/R/functions.R index f95a696..68f9ba6 100644 --- a/R/functions.R +++ b/R/functions.R @@ -305,7 +305,7 @@ add_annotation = function(my_input_heatmap, annotation, type = rep("tile", length(quo_names(annotation))), palette_discrete = list(), - palette_continuous = list(), size = unit(2, "cm"), ...) { + palette_continuous = list(), size = NULL, ...) { # Solve CRAN note annot_type = NULL diff --git a/R/methods.R b/R/methods.R index 7055a98..b20c86b 100644 --- a/R/methods.R +++ b/R/methods.R @@ -346,7 +346,7 @@ setMethod("heatmap", "tbl_df", heatmap_) #' @export setGeneric("add_tile", function(.data, .column, - palette = NULL, size = unit(2, "cm"), ...) + palette = NULL, size = NULL, ...) standardGeneric("add_tile")) #' add_tile @@ -358,7 +358,7 @@ setGeneric("add_tile", function(.data, #' setMethod("add_tile", "InputHeatmap", function(.data, .column, - palette = NULL, size = unit(2, "cm"),...){ + palette = NULL, size = NULL,...){ .column = enquo(.column) @@ -431,7 +431,7 @@ setMethod("add_tile", "InputHeatmap", function(.data, #' @export setGeneric("add_point", function(.data, .column, - palette = NULL, size = unit(2, "cm"),...) + palette = NULL, size = NULL,...) standardGeneric("add_point")) #' add_point @@ -443,7 +443,7 @@ setGeneric("add_point", function(.data, #' setMethod("add_point", "InputHeatmap", function(.data, .column, - palette = NULL, size = unit(2, "cm"),...){ + palette = NULL, size = NULL,...){ .column = enquo(.column) @@ -494,7 +494,7 @@ setMethod("add_point", "InputHeatmap", function(.data, #' @export setGeneric("add_line", function(.data, .column, - palette = NULL,size = unit(2, "cm"), ...) + palette = NULL,size = NULL, ...) standardGeneric("add_line")) #' add_line @@ -507,7 +507,7 @@ setGeneric("add_line", function(.data, #' setMethod("add_line", "InputHeatmap", function(.data, .column, - palette = NULL, size = unit(2, "cm"),...){ + palette = NULL, size = NULL,...){ .column = enquo(.column) @@ -558,7 +558,7 @@ setMethod("add_line", "InputHeatmap", function(.data, #' @export setGeneric("add_bar", function(.data, .column, - palette = NULL, size = unit(2, "cm"),...) + palette = NULL, size = NULL,...) standardGeneric("add_bar")) #' add_bar @@ -570,7 +570,7 @@ setGeneric("add_bar", function(.data, #' setMethod("add_bar", "InputHeatmap", function(.data, .column, - palette = NULL, size = unit(2, "cm"),...){ + palette = NULL, size = NULL,...){ .column = enquo(.column) diff --git a/R/utilities.R b/R/utilities.R index 8142181..148338e 100644 --- a/R/utilities.R +++ b/R/utilities.R @@ -618,7 +618,7 @@ ct_colors = function(ct) #' @importFrom ComplexHeatmap anno_barplot #' @importFrom ComplexHeatmap anno_lines type_to_annot_function = list( - "tile" = anno_simple, + "tile" = NULL, #anno_simple, "point" = anno_points, "bar" = anno_barplot, "line" = anno_lines @@ -701,9 +701,9 @@ get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation fx = ..2 # Do conditional - if(..3 == "column") fx(..1, which=..3, height = size, col=..4) - else if(..3 == "row") fx(..1, which=..3, width = size, col=..4) - else stop("tidyHeatmap says: this should not happen. In the internal function get_top_left_annotation") + if(is_function(fx) & ..3 == "column") fx(..1, which=..3, height = size) + else if(is_function(fx) & ..3 == "row") fx(..1, which=..3, width = size) + else .x # else stop("tidyHeatmap says: this should not happen. In the internal function get_top_left_annotation") })) %>% # # Check if NA in annotations @@ -712,9 +712,14 @@ get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation # else { x } # } ) %>% - - - mutate(further_arguments = map(col_name, ~ dots_args)) %>% + mutate(further_arguments = map2( + col_name, fx, + ~ dots_args %>% + + # If tile add size as further argument + when(!is_function(.y) ~ c(., list(simple_anno_size = size)), ~ (.)) + + )) %>% # Stop if annotations discrete bigger than palette @@ -1121,8 +1126,49 @@ combine_elements_with_the_same_name = function(x){ if(length(unlist(x))==0) return(unlist(x)) else { - x = unlist(x) - tapply(unlist(x, use.names = FALSE), rep(names(x), lengths(x)), FUN = c) + list_df = + map_dfr(x, ~ enframe(.x)) %>% + mutate(my_class = map_chr(value, ~class(.x)[[1]])) + + # The current backend does not allow multiple tails sizes + if( + list_df %>% + filter(my_class == "simpleUnit") %>% + nrow() %>% + gt(1) && + list_df %>% + filter(my_class == "simpleUnit") %>% + pull(value) %>% + reduce(identical) %>% + not() + ) + warning("tidyHeatmap says: the current backend only allows for one tail annotation size. The latter one will be selected.") + + # Select one size + list_df = + bind_rows( + list_df %>% + filter(my_class == "simpleUnit") %>% + tail(1), + list_df %>% + filter(my_class != "simpleUnit") + ) %>% + nest(data = -c(name, my_class)) %>% + mutate(vector = map2( + data, my_class, + ~ { + if(.y == "simpleUnit") reduce(.x$value, unit.c) + else reduce(.x$value, c) + } + )) + + + list_df %>% + pull(vector) %>% + setNames(list_df$name) + + # x = unlist(x) + # tapply(unlist(x, use.names = FALSE), rep(names(x), lengths(x)), FUN = c) } } diff --git a/man/add_bar-method.Rd b/man/add_bar-method.Rd index 87be1be..e5e39b4 100644 --- a/man/add_bar-method.Rd +++ b/man/add_bar-method.Rd @@ -6,9 +6,9 @@ \alias{add_bar,InputHeatmap-method} \title{Adds a bar annotation layer to a `InputHeatmap`, that on evaluation creates a `ComplexHeatmap`} \usage{ -add_bar(.data, .column, palette = NULL, size = unit(2, "cm"), ...) +add_bar(.data, .column, palette = NULL, size = NULL, ...) -\S4method{add_bar}{InputHeatmap}(.data, .column, palette = NULL, size = unit(2, "cm"), ...) +\S4method{add_bar}{InputHeatmap}(.data, .column, palette = NULL, size = NULL, ...) } \arguments{ \item{.data}{A `tbl_df` formatted as | | | | <...> |} diff --git a/man/add_line-method.Rd b/man/add_line-method.Rd index a3f7658..ab5f766 100644 --- a/man/add_line-method.Rd +++ b/man/add_line-method.Rd @@ -6,9 +6,9 @@ \alias{add_line,InputHeatmap-method} \title{Adds a line annotation layer to a `InputHeatmap`, that on evaluation creates a `ComplexHeatmap`} \usage{ -add_line(.data, .column, palette = NULL, size = unit(2, "cm"), ...) +add_line(.data, .column, palette = NULL, size = NULL, ...) -\S4method{add_line}{InputHeatmap}(.data, .column, palette = NULL, size = unit(2, "cm"), ...) +\S4method{add_line}{InputHeatmap}(.data, .column, palette = NULL, size = NULL, ...) } \arguments{ \item{.data}{A `tbl_df` formatted as | | | | <...> |} diff --git a/man/add_point-method.Rd b/man/add_point-method.Rd index 105fd08..c66c7ea 100644 --- a/man/add_point-method.Rd +++ b/man/add_point-method.Rd @@ -6,9 +6,9 @@ \alias{add_point,InputHeatmap-method} \title{Adds a point annotation layer to a `InputHeatmap`, that on evaluation creates a `ComplexHeatmap`} \usage{ -add_point(.data, .column, palette = NULL, size = unit(2, "cm"), ...) +add_point(.data, .column, palette = NULL, size = NULL, ...) -\S4method{add_point}{InputHeatmap}(.data, .column, palette = NULL, size = unit(2, "cm"), ...) +\S4method{add_point}{InputHeatmap}(.data, .column, palette = NULL, size = NULL, ...) } \arguments{ \item{.data}{A `tbl_df` formatted as | | | | <...> |} diff --git a/man/add_tile-method.Rd b/man/add_tile-method.Rd index a8e997f..d0f69c6 100644 --- a/man/add_tile-method.Rd +++ b/man/add_tile-method.Rd @@ -6,9 +6,9 @@ \alias{add_tile,InputHeatmap-method} \title{Adds a tile annotation layer to a `InputHeatmap`, that on evaluation creates a `ComplexHeatmap`} \usage{ -add_tile(.data, .column, palette = NULL, size = unit(2, "cm"), ...) +add_tile(.data, .column, palette = NULL, size = NULL, ...) -\S4method{add_tile}{InputHeatmap}(.data, .column, palette = NULL, size = unit(2, "cm"), ...) +\S4method{add_tile}{InputHeatmap}(.data, .column, palette = NULL, size = NULL, ...) } \arguments{ \item{.data}{A `tbl_df` formatted as | | | | <...> |} From 077746b16569d6f64dde3b62adfcb7086d364934 Mon Sep 17 00:00:00 2001 From: stemangiola Date: Mon, 15 Nov 2021 19:22:29 +1100 Subject: [PATCH 04/10] built docs --- R/functions.R | 1 + R/methods.R | 4 ++++ man/add_annotation.Rd | 4 +++- man/add_bar-method.Rd | 2 ++ man/add_line-method.Rd | 2 ++ man/add_point-method.Rd | 2 ++ man/add_tile-method.Rd | 2 ++ 7 files changed, 16 insertions(+), 1 deletion(-) diff --git a/R/functions.R b/R/functions.R index 68f9ba6..9bfe75e 100644 --- a/R/functions.R +++ b/R/functions.R @@ -290,6 +290,7 @@ add_grouping = function(my_input_heatmap){ #' @param type A character vector of the set c(\"tile\", \"point\", \"bar\", \"line\") #' @param palette_discrete A list of character vectors. This is the list of palettes that will be used for horizontal and vertical discrete annotations. The discrete classification of annotations depends on the column type of your input tibble (e.g., character and factor). #' @param palette_continuous A list of character vectors. This is the list of palettes that will be used for horizontal and vertical continuous annotations. The continuous classification of annotations depends on the column type of your input tibble (e.g., integer, numerical, double). +#' @param size A grid::unit object, e.g. unit(2, "cm"). This is the height or width of the annotation depending on the orientation. #' @param ... The arguments that will be passed to top_annotation or left_annotation of the ComplexHeatmap container #' #' @details To be added. diff --git a/R/methods.R b/R/methods.R index b20c86b..88bb0a1 100644 --- a/R/methods.R +++ b/R/methods.R @@ -320,6 +320,7 @@ setMethod("heatmap", "tbl_df", heatmap_) #' @param .data A `tbl_df` formatted as | | | | <...> | #' @param .column Vector of quotes #' @param palette A character vector of colors This is the list of palettes that will be used for horizontal and vertical discrete annotations. The discrete classification of annotations depends on the column type of your input tibble (e.g., character and factor). +#' @param size A grid::unit object, e.g. unit(2, "cm"). This is the height or width of the annotation depending on the orientation. #' @param ... The arguments that will be passed to top_annotation or left_annotation of the ComplexHeatmap container #' #' @details It uses `ComplexHeatmap` as visualisation tool. @@ -405,6 +406,7 @@ setMethod("add_tile", "InputHeatmap", function(.data, #' @param .data A `tbl_df` formatted as | | | | <...> | #' @param .column Vector of quotes #' @param palette A character vector of colors This is the list of palettes that will be used for horizontal and vertical discrete annotations. The discrete classification of annotations depends on the column type of your input tibble (e.g., character and factor). +#' @param size A grid::unit object, e.g. unit(2, "cm"). This is the height or width of the annotation depending on the orientation. #' @param ... The arguments that will be passed to top_annotation or left_annotation of the ComplexHeatmap container #' #' @details It uses `ComplexHeatmap` as visualisation tool. @@ -468,6 +470,7 @@ setMethod("add_point", "InputHeatmap", function(.data, #' @param .data A `tbl_df` formatted as | | | | <...> | #' @param .column Vector of quotes #' @param palette A character vector of colors This is the list of palettes that will be used for horizontal and vertical discrete annotations. The discrete classification of annotations depends on the column type of your input tibble (e.g., character and factor). +#' @param size A grid::unit object, e.g. unit(2, "cm"). This is the height or width of the annotation depending on the orientation. #' @param ... The arguments that will be passed to top_annotation or left_annotation of the ComplexHeatmap container #' #' @details It uses `ComplexHeatmap` as visualisation tool. @@ -532,6 +535,7 @@ setMethod("add_line", "InputHeatmap", function(.data, #' @param .data A `tbl_df` formatted as | | | | <...> | #' @param .column Vector of quotes #' @param palette A character vector of colors This is the list of palettes that will be used for horizontal and vertical discrete annotations. The discrete classification of annotations depends on the column type of your input tibble (e.g., character and factor). +#' @param size A grid::unit object, e.g. unit(2, "cm"). This is the height or width of the annotation depending on the orientation. #' @param ... The arguments that will be passed to top_annotation or left_annotation of the ComplexHeatmap container #' #' @details It uses `ComplexHeatmap` as visualisation tool. diff --git a/man/add_annotation.Rd b/man/add_annotation.Rd index 0377361..d75fc71 100644 --- a/man/add_annotation.Rd +++ b/man/add_annotation.Rd @@ -10,7 +10,7 @@ add_annotation( type = rep("tile", length(quo_names(annotation))), palette_discrete = list(), palette_continuous = list(), - size = unit(2, "cm"), + size = NULL, ... ) } @@ -25,6 +25,8 @@ add_annotation( \item{palette_continuous}{A list of character vectors. This is the list of palettes that will be used for horizontal and vertical continuous annotations. The continuous classification of annotations depends on the column type of your input tibble (e.g., integer, numerical, double).} +\item{size}{A grid::unit object, e.g. unit(2, "cm"). This is the height or width of the annotation depending on the orientation.} + \item{...}{The arguments that will be passed to top_annotation or left_annotation of the ComplexHeatmap container} } \value{ diff --git a/man/add_bar-method.Rd b/man/add_bar-method.Rd index e5e39b4..97efd66 100644 --- a/man/add_bar-method.Rd +++ b/man/add_bar-method.Rd @@ -17,6 +17,8 @@ add_bar(.data, .column, palette = NULL, size = NULL, ...) \item{palette}{A character vector of colors This is the list of palettes that will be used for horizontal and vertical discrete annotations. The discrete classification of annotations depends on the column type of your input tibble (e.g., character and factor).} +\item{size}{A grid::unit object, e.g. unit(2, "cm"). This is the height or width of the annotation depending on the orientation.} + \item{...}{The arguments that will be passed to top_annotation or left_annotation of the ComplexHeatmap container} } \value{ diff --git a/man/add_line-method.Rd b/man/add_line-method.Rd index ab5f766..778020d 100644 --- a/man/add_line-method.Rd +++ b/man/add_line-method.Rd @@ -17,6 +17,8 @@ add_line(.data, .column, palette = NULL, size = NULL, ...) \item{palette}{A character vector of colors This is the list of palettes that will be used for horizontal and vertical discrete annotations. The discrete classification of annotations depends on the column type of your input tibble (e.g., character and factor).} +\item{size}{A grid::unit object, e.g. unit(2, "cm"). This is the height or width of the annotation depending on the orientation.} + \item{...}{The arguments that will be passed to top_annotation or left_annotation of the ComplexHeatmap container} } \value{ diff --git a/man/add_point-method.Rd b/man/add_point-method.Rd index c66c7ea..9753273 100644 --- a/man/add_point-method.Rd +++ b/man/add_point-method.Rd @@ -17,6 +17,8 @@ add_point(.data, .column, palette = NULL, size = NULL, ...) \item{palette}{A character vector of colors This is the list of palettes that will be used for horizontal and vertical discrete annotations. The discrete classification of annotations depends on the column type of your input tibble (e.g., character and factor).} +\item{size}{A grid::unit object, e.g. unit(2, "cm"). This is the height or width of the annotation depending on the orientation.} + \item{...}{The arguments that will be passed to top_annotation or left_annotation of the ComplexHeatmap container} } \value{ diff --git a/man/add_tile-method.Rd b/man/add_tile-method.Rd index d0f69c6..ac4591e 100644 --- a/man/add_tile-method.Rd +++ b/man/add_tile-method.Rd @@ -17,6 +17,8 @@ add_tile(.data, .column, palette = NULL, size = NULL, ...) \item{palette}{A character vector of colors This is the list of palettes that will be used for horizontal and vertical discrete annotations. The discrete classification of annotations depends on the column type of your input tibble (e.g., character and factor).} +\item{size}{A grid::unit object, e.g. unit(2, "cm"). This is the height or width of the annotation depending on the orientation.} + \item{...}{The arguments that will be passed to top_annotation or left_annotation of the ComplexHeatmap container} } \value{ From ef993c048f998f6710755cde85a81aa0fb7d7d38 Mon Sep 17 00:00:00 2001 From: stemangiola Date: Mon, 15 Nov 2021 19:44:51 +1100 Subject: [PATCH 05/10] also parse correctly the gpars --- R/utilities.R | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/R/utilities.R b/R/utilities.R index 148338e..184421f 100644 --- a/R/utilities.R +++ b/R/utilities.R @@ -1145,7 +1145,7 @@ combine_elements_with_the_same_name = function(x){ warning("tidyHeatmap says: the current backend only allows for one tail annotation size. The latter one will be selected.") # Select one size - list_df = + list_df = bind_rows( list_df %>% filter(my_class == "simpleUnit") %>% @@ -1158,6 +1158,7 @@ combine_elements_with_the_same_name = function(x){ data, my_class, ~ { if(.y == "simpleUnit") reduce(.x$value, unit.c) + else if(.y == "gpar") combine_lists_with_the_same_name(.x$value) %>% as.list() %>% do.call(gpar, .) else reduce(.x$value, c) } )) @@ -1172,3 +1173,13 @@ combine_elements_with_the_same_name = function(x){ } } + +combine_lists_with_the_same_name = function(x){ + + if(length(unlist(x))==0) return(unlist(x)) + else { + x = unlist(x) + tapply(unlist(x, use.names = FALSE), rep(names(x), lengths(x)), FUN = c) + } + +} From ed44d3c674459ce73b8c6fd396784a461621add6 Mon Sep 17 00:00:00 2001 From: stemangiola Date: Fri, 19 Nov 2021 09:12:41 +1100 Subject: [PATCH 06/10] add annotation size to README --- NAMESPACE | 3 + R/utilities.R | 4 + man/fragments/intro.Rmd | 24 +- man/fragments/intro.html | 559 +++++++++++++++++++++++++++++++++++++++ 4 files changed, 587 insertions(+), 3 deletions(-) create mode 100644 man/fragments/intro.html diff --git a/NAMESPACE b/NAMESPACE index ab284e5..50496fc 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -40,9 +40,11 @@ importFrom(purrr,as_mapper) importFrom(purrr,map) importFrom(purrr,map2) importFrom(purrr,map_chr) +importFrom(purrr,map_dfr) importFrom(purrr,map_lgl) importFrom(purrr,negate) importFrom(purrr,pmap) +importFrom(purrr,reduce) importFrom(purrr,when) importFrom(rlang,dots_list) importFrom(rlang,enquo) @@ -58,6 +60,7 @@ importFrom(stats,hclust) importFrom(stats,sd) importFrom(stats,setNames) importFrom(stats,terms) +importFrom(tibble,enframe) importFrom(tibble,rowid_to_column) importFrom(utils,capture.output) importFrom(utils,head) diff --git a/R/utilities.R b/R/utilities.R index 184421f..8049142 100644 --- a/R/utilities.R +++ b/R/utilities.R @@ -743,6 +743,7 @@ get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation } +#' @importFrom grid unit get_group_annotation = function(.data, .column, .row, .abundance, palette_annotation){ # Comply with CRAN NOTES @@ -1122,6 +1123,9 @@ not = function(is){ !is } # Raise to the power pow = function(a,b){ a^b } +#' @importFrom purrr map_dfr +#' @importFrom purrr reduce +#' @importFrom tibble enframe combine_elements_with_the_same_name = function(x){ if(length(unlist(x))==0) return(unlist(x)) diff --git a/man/fragments/intro.Rmd b/man/fragments/intro.Rmd index 9fba451..690fa41 100644 --- a/man/fragments/intro.Rmd +++ b/man/fragments/intro.Rmd @@ -78,6 +78,7 @@ Let's transform the mtcars dataset into a tidy "element-feature-independent vari library(dplyr) library(tidyr) library(tidyHeatmap) +library(grid) ``` ```{r} @@ -219,6 +220,7 @@ tidyHeatmap::pasilla |> add_tile(condition) |> add_tile(activation) ``` + Remove legends, adding aesthetics to annotations in a modular fashion, using `ComplexHeatmap` arguments ```{r} @@ -237,9 +239,7 @@ tidyHeatmap::pasilla |> ## Annotation types -**This feature requires >= 0.99.20 version** - -"tile" (default), "point", "bar" and "line" are available +"tile", "point", "bar" and "line" are available ```{r} # Create some more data points @@ -265,6 +265,24 @@ pasilla_plus |> add_line(age) ``` +## Annotation size + +We can customise annotation sizes, using the `grid::unit()` + +```{r} +pasilla_plus |> + heatmap( + .column = sample, + .row = symbol, + .value = `count normalised adjusted` + ) |> + add_tile(condition, size = unit(0.3, "cm")) |> + add_point(activation, size = unit(0.3, "cm")) |> + add_tile(act, size = unit(0.3, "cm")) |> + add_bar(size, size = unit(0.3, "cm")) |> + add_line(age, size = unit(0.3, "cm")) +``` + # Layer symbol Add a layer on top of the heatmap diff --git a/man/fragments/intro.html b/man/fragments/intro.html new file mode 100644 index 0000000..d5a1527 --- /dev/null +++ b/man/fragments/intro.html @@ -0,0 +1,559 @@ + + + + + + + + + + + + + +intro.knit + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + + + + + +
+

Citation

+

Mangiola et al., (2020). tidyHeatmap: an R package for modular heatmap production based on tidy principles. Journal of Open Source Software, 5(52), 2472, https://doi.org/10.21105/joss.02472

+

Please have a look also to

+ +

website: stemangiola.github.io/tidyHeatmap

+

tidyHeatmap is a package that introduces tidy principles to the creation of information-rich heatmaps. This package uses ComplexHeatmap as graphical engine.

+

Advantages:

+
    +
  • Modular annotation with just specifying column names
  • +
  • Custom grouping of rows is easy to specify providing a grouped tbl. For example df |> group_by(...)
  • +
  • Labels size adjusted by row and column total number
  • +
  • Default use of Brewer and Viridis palettes
  • +
+
+
+

Functions/utilities available

+ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
FunctionDescription
heatmapPlots base heatmap
add_tileAdds tile annotation to the heatmap
add_pointAdds point annotation to the heatmap
add_barAdds bar annotation to the heatmap
add_lineAdds line annotation to the heatmap
layer_pointAdds layer of symbols on top of the heatmap
layer_squareAdds layer of symbols on top of the heatmap
layer_diamondAdds layer of symbols on top of the heatmap
layer_arrow_upAdds layer of symbols on top of the heatmap
layer_arrow_downAdd layer of symbols on top of the heatmap
split_rowsSplits the rows based on the dendogram
split_columnsSplits the columns based on the dendogram
save_pdfSaves the PDF of the heatmap
+
+
+

Installation

+

To install the most up-to-date version

+
devtools::install_github("stemangiola/tidyHeatmap")
+

To install the most stable version (however please keep in mind that this package is under a maturing lifecycle stage)

+
install.packages("tidyHeatmap")
+
+
+

Contribution

+

If you want to contribute to the software, report issues or problems with the software or seek support please open an issue here

+
+
+

Input data frame

+

The heatmaps visualise a multi-element, multi-feature dataset, annotated with independent variables. Each observation is a element-feature pair (e.g., person-physical characteristics).

+ + + + + + + + + + + + + + + + + +
elementfeaturevalueindependent_variables
chr or fctrchr or fctrnumeric
+

Let’s transform the mtcars dataset into a tidy “element-feature-independent variables” data frame. Where the independent variables in this case are ‘hp’ and ‘vs’.

+
mtcars_tidy <- 
+    mtcars |> 
+    as_tibble(rownames="Car name") |> 
+    
+    # Scale
+    mutate_at(vars(-`Car name`, -hp, -vs), scale) |>
+    
+    # tidyfy
+    pivot_longer(cols = -c(`Car name`, hp, vs), names_to = "Property", values_to = "Value")
+
+mtcars_tidy
+
## # A tibble: 288 x 5
+##    `Car name`       hp    vs Property Value[,1]
+##    <chr>         <dbl> <dbl> <chr>        <dbl>
+##  1 Mazda RX4       110     0 mpg          0.151
+##  2 Mazda RX4       110     0 cyl         -0.105
+##  3 Mazda RX4       110     0 disp        -0.571
+##  4 Mazda RX4       110     0 drat         0.568
+##  5 Mazda RX4       110     0 wt          -0.610
+##  6 Mazda RX4       110     0 qsec        -0.777
+##  7 Mazda RX4       110     0 am           1.19 
+##  8 Mazda RX4       110     0 gear         0.424
+##  9 Mazda RX4       110     0 carb         0.735
+## 10 Mazda RX4 Wag   110     0 mpg          0.151
+## # … with 278 more rows
+
+
+

Plotting

+

For plotting, you simply pipe the input data frame into heatmap, specifying:

+
    +
  • The rows, cols relative column names (mandatory)
  • +
  • The value column name (mandatory)
  • +
  • The annotations column name(s)
  • +
+

mtcars

+
mtcars_heatmap <- 
+    mtcars_tidy |> 
+    heatmap(`Car name`, Property, Value ) |>
+    add_tile(hp)
+
## tidyHeatmap says: (once per session) from release 1.2.3 the grouping labels have white background by default. To add color for one-ay grouping specify palette_grouping = list(c("red", "blue"))
+
mtcars_heatmap
+

+
+
+

Saving

+
mtcars_heatmap |> save_pdf("mtcars_heatmap.pdf")
+
+
+

Grouping and splitting

+

We can easily group the data (one group per dimension maximum, at the moment only the vertical dimension is supported) with dplyr, and the heatmap will be grouped accordingly

+
mtcars_tidy |> 
+    group_by(vs) |>
+    heatmap(`Car name`, Property, Value ) |>
+    add_tile(hp)
+

+

We can provide colour palettes to groupings

+
mtcars_tidy |> 
+    group_by(vs) |>
+    heatmap(
+        `Car name`, Property, Value ,
+        palette_grouping = list(c("#66C2A5", "#FC8D62"))
+    ) |>
+    add_tile(hp)
+

+

We can split based on the cladogram

+
mtcars_tidy |> 
+    heatmap(`Car name`, Property, Value ) |>
+    split_rows(2) |>
+    split_columns(2)
+

+

We can Split on kmean clustering (using ComplexHeatmap options, it is stokastic)

+
mtcars_tidy |> 
+    heatmap(
+        `Car name`, Property, Value ,
+        row_km = 2,
+        column_km = 2
+    ) 
+

+
+
+

Custom palettes

+

We can easily use custom palette, using strings, hexadecimal color character vector,

+
mtcars_tidy |> 
+    heatmap(
+        `Car name`, 
+        Property, 
+        Value,
+        palette_value = c("red", "white", "blue")
+    )
+

+

A better-looking blue-to-red palette

+
mtcars_tidy |> 
+    heatmap(
+        `Car name`, 
+        Property, 
+        Value,
+        palette_value = circlize::colorRamp2(
+            seq(-2, 2, length.out = 11), 
+            RColorBrewer::brewer.pal(11, "RdBu")
+        )
+    )
+

+

Or a grid::colorRamp2 function for higher flexibility

+
mtcars_tidy |> 
+    heatmap(
+        `Car name`, 
+        Property, 
+        Value,
+        palette_value = circlize::colorRamp2(c(-2, -1, 0, 1, 2), viridis::magma(5))
+    )
+

+
+
+

Multiple groupings and annotations

+
tidyHeatmap::pasilla |>
+    group_by(location, type) |>
+    heatmap(
+        .column = sample,
+        .row = symbol,
+        .value = `count normalised adjusted`
+    ) |>
+    add_tile(condition) |>
+    add_tile(activation)
+

+

Remove legends, adding aesthetics to annotations in a modular fashion, using ComplexHeatmap arguments

+
tidyHeatmap::pasilla |>
+    group_by(location, type) |>
+    heatmap(
+        .column = sample,
+        .row = symbol,
+        .value = `count normalised adjusted`,
+        show_heatmap_legend = FALSE
+    ) |>
+    add_tile(condition, show_legend = FALSE) |>
+    add_tile(activation, show_legend = FALSE)
+

+
+
+

Annotation types

+

“tile”, “point”, “bar” and “line” are available

+
# Create some more data points
+pasilla_plus <- 
+    tidyHeatmap::pasilla |>
+    dplyr::mutate(act = activation) |> 
+    tidyr::nest(data = -sample) |>
+    dplyr::mutate(size = rnorm(n(), 4,0.5)) |>
+    dplyr::mutate(age = runif(n(), 50, 200)) |>
+    tidyr::unnest(data) 
+
+# Plot
+pasilla_plus |>
+    heatmap(
+        .column = sample,
+        .row = symbol,
+        .value = `count normalised adjusted`
+    ) |>
+    add_tile(condition) |>
+    add_point(activation) |>
+    add_tile(act) |>
+    add_bar(size) |>
+    add_line(age)
+

+
+
+

Annotation size

+

We can customise annotation sizes, using the grid::unit()

+
pasilla_plus |>
+    heatmap(
+        .column = sample,
+        .row = symbol,
+        .value = `count normalised adjusted`
+    ) |>
+    add_tile(condition, size = unit(0.3, "cm")) |>
+    add_point(activation, size = unit(0.3, "cm")) |>
+    add_tile(act, size = unit(0.3, "cm")) |>
+    add_bar(size, size = unit(0.3, "cm")) |>
+    add_line(age, size = unit(0.3, "cm"))
+

+
+
+

Layer symbol

+

Add a layer on top of the heatmap

+
tidyHeatmap::pasilla |>
+    
+    # filter
+    filter(symbol %in% head(unique(tidyHeatmap::pasilla$symbol), n = 10)) |>
+    
+    heatmap(
+        .column = sample,
+        .row = symbol,
+        .value = `count normalised adjusted`
+    ) |> 
+    layer_point(
+        `count normalised adjusted log` > 6 & sample == "untreated3" 
+    )
+

+
+
+

ComplexHeatmap further styling

+

Add cell borders

+
mtcars_tidy |> 
+    heatmap(
+        `Car name`, Property, Value, 
+        rect_gp = grid::gpar(col = "#161616", lwd = 0.5)
+    ) 
+

+

Drop row clustering

+
mtcars_tidy |> 
+    heatmap(
+        `Car name`, Property, Value, 
+        cluster_rows = FALSE
+    ) 
+

+

Reorder rows elements

+
library(forcats)
+mtcars_tidy |> 
+    mutate(`Car name` = fct_reorder(`Car name`, `Car name`, .desc = TRUE)) %>% 
+    heatmap(
+        `Car name`, Property, Value, 
+        cluster_rows = FALSE
+    ) 
+

+
+ + + + +
+ + + + + + + + + + + + + + + From 62e4eea09df0fc92e6ba20983c68cdbf307d61f4 Mon Sep 17 00:00:00 2001 From: stemangiola Date: Fri, 19 Nov 2021 09:26:45 +1100 Subject: [PATCH 07/10] update README with styling --- README.md | 76 +++++++++++++++---- man/fragments/figures/unnamed-chunk-18-1.png | Bin 48223 -> 48052 bytes man/fragments/figures/unnamed-chunk-19-1.png | Bin 24627 -> 45798 bytes man/fragments/figures/unnamed-chunk-20-1.png | Bin 52746 -> 24627 bytes man/fragments/figures/unnamed-chunk-21-1.png | Bin 42202 -> 52746 bytes man/fragments/figures/unnamed-chunk-22-1.png | Bin 41956 -> 42202 bytes man/fragments/figures/unnamed-chunk-23-1.png | Bin 0 -> 41956 bytes man/fragments/figures/unnamed-chunk-24-1.png | Bin 0 -> 45713 bytes man/fragments/figures/unnamed-chunk-25-1.png | Bin 0 -> 34858 bytes man/fragments/intro.Rmd | 42 +++++++--- 10 files changed, 96 insertions(+), 22 deletions(-) create mode 100644 man/fragments/figures/unnamed-chunk-23-1.png create mode 100644 man/fragments/figures/unnamed-chunk-24-1.png create mode 100644 man/fragments/figures/unnamed-chunk-25-1.png diff --git a/README.md b/README.md index 7cdb00f..bcdf151 100644 --- a/README.md +++ b/README.md @@ -272,9 +272,10 @@ tidyHeatmap::pasilla |> add_tile(activation) ``` -![](man/fragments/figures/unnamed-chunk-16-1.png) Remove -legends, adding aesthetics to annotations in a modular fashion, using -`ComplexHeatmap` arguments +![](man/fragments/figures/unnamed-chunk-16-1.png) + +Remove legends, adding aesthetics to annotations in a modular fashion, +using `ComplexHeatmap` arguments ``` r tidyHeatmap::pasilla |> @@ -293,9 +294,7 @@ tidyHeatmap::pasilla |> ## Annotation types -**This feature requires \>= 0.99.20 version** - -“tile” (default), “point”, “bar” and “line” are available +“tile”, “point”, “bar” and “line” are available ``` r # Create some more data points @@ -323,6 +322,27 @@ pasilla_plus |> ![](man/fragments/figures/unnamed-chunk-18-1.png) +## Annotation size + +We can customise annotation sizes using the `grid::unit()`, and the size +of their names using in-built `ComplexHeatmap` arguments + +``` r +pasilla_plus |> + heatmap( + .column = sample, + .row = symbol, + .value = `count normalised adjusted` + ) |> + add_tile(condition, size = unit(0.3, "cm"), annotation_name_gp= gpar(fontsize = 8)) |> + add_point(activation, size = unit(0.3, "cm"), annotation_name_gp= gpar(fontsize = 8)) |> + add_tile(act, size = unit(0.3, "cm"), annotation_name_gp= gpar(fontsize = 8)) |> + add_bar(size, size = unit(0.3, "cm"), annotation_name_gp= gpar(fontsize = 8)) |> + add_line(age, size = unit(0.3, "cm"), annotation_name_gp= gpar(fontsize = 8)) +``` + +![](man/fragments/figures/unnamed-chunk-19-1.png) + # Layer symbol Add a layer on top of the heatmap @@ -343,11 +363,11 @@ tidyHeatmap::pasilla |> ) ``` -![](man/fragments/figures/unnamed-chunk-19-1.png) +![](man/fragments/figures/unnamed-chunk-20-1.png) # ComplexHeatmap further styling -Add cell borders +## Add cell borders ``` r mtcars_tidy |> @@ -357,9 +377,9 @@ mtcars_tidy |> ) ``` -![](man/fragments/figures/unnamed-chunk-20-1.png) +![](man/fragments/figures/unnamed-chunk-21-1.png) -Drop row clustering +## Drop row clustering ``` r mtcars_tidy |> @@ -369,9 +389,9 @@ mtcars_tidy |> ) ``` -![](man/fragments/figures/unnamed-chunk-21-1.png) +![](man/fragments/figures/unnamed-chunk-22-1.png) -Reorder rows elements +## Reorder rows elements ``` r library(forcats) @@ -383,4 +403,34 @@ mtcars_tidy |> ) ``` -![](man/fragments/figures/unnamed-chunk-22-1.png) +![](man/fragments/figures/unnamed-chunk-23-1.png) + +## Size of dendrograms + +``` r +mtcars_tidy |> + mutate(`Car name` = fct_reorder(`Car name`, `Car name`, .desc = TRUE)) %>% + heatmap( + `Car name`, Property, Value, + column_dend_height = unit(0.2, "cm"), + row_dend_width = unit(0.2, "cm") + ) +``` + +![](man/fragments/figures/unnamed-chunk-24-1.png) + +## Size of rows/columns titles and names + +``` r +mtcars_tidy |> + mutate(`Car name` = fct_reorder(`Car name`, `Car name`, .desc = TRUE)) %>% + heatmap( + `Car name`, Property, Value, + row_names_gp = gpar(fontsize = 7), + column_names_gp = gpar(fontsize = 7), + column_title_gp = gpar(fontsize = 7), + row_title_gp = gpar(fontsize = 7) + ) +``` + +![](man/fragments/figures/unnamed-chunk-25-1.png) diff --git a/man/fragments/figures/unnamed-chunk-18-1.png b/man/fragments/figures/unnamed-chunk-18-1.png index b478bef3d7f05ca3258917695430623b69df56e4..581ba496fa3d1bb50ce199e60bcdda94cdf8a16e 100644 GIT binary patch literal 48052 zcmc$`cRber|37*e*=1#08uilmI}Q7EIbvsXxkGzbwzl$Go~N>U*uBfC&` z$sXr^z2BeD`JLbQ+|Ie3|IT&$eBM!9l1?2BL>JwU!;zy1XJTr zN+v-s{Gm+vfBaTFKmOrESvk2sa`Pu_)!NBZS9G*E6At4j*blpt(k1)BT;HkeQkq$n^5%%i||co;`cEuhQG~ z{P`cbW)*w4AJ^B93l9%}^r%0Gg8EZOhyLl)3|qHex_I&X_wTmn&+icw{MOgUOym$X zeU_Ew{b%&U>`((UF(V_Ryu3VMV_BHES624gySw`u!WlPzJh0%}xwG|=LT_8!>~x=; znVDJjh8!6|S=W-R?EoDe9TQPAn&-90Pq*@{tgMt2-s05`U8P$)B(IyvNJ+8t&rfzs zI)451=`@iz+*{((m7A9*MjUU9WK9ZFB@&H94BXw15F^xf|M>phGH-NjO#9feqeqWg zRS0O_PLlH!Eq1za;ewTwN@hnv-|(>Y(W7M+{>xiZ0#F9yXVt3xD+m-ck!rh{XcnjY z5*2(F2J1p_?O0h@y7DwMHR);BeH!+Pi81nj{`T#?qP3OP|9 z3RO~JWA78vb8>DuVSz-?y&C`hqeX;0N|`UeWjhClu%O`D#_CLceSH@*8{0jHj*Kd= zxisMcDFSL=(5p>*@Ah}oeHETlJx_CT6t2yWABz(@Xjw~!1Smv?Z$jD>b+S<6J<>j)ggJZ2J%)|o*FN_MT zx7b-RGsp6JClUy4nzej#Z9X28U9qvT1ug@M$Bs1*4h}L4XzV(AmC^@q>m;ktiBgZL zhq&n7g?1yu!~WliNeA6SnL0IGoSc5h?-dfd&Lr!zFuA(9Qm0KpQ065&h_|1eoqglR z4L5i9636bB=UdqK-;;G6ea|iD@xrX4xV(JjZL9zp8Ciwr%p1DQr%%`47NMMudg|-z ztE;IUK62zJqqW}>CArn-XL^$%x+#k5u@mG3<$-^my1&}*lB1*V>VlJ_p}P9{`SEsa z9TD~e!ouOrwl6Ctn2AF}LrPb3^7HfaENZNK)z#Gv^URawy(L!7KF5b(} zpUt;wxO?y3`r6v>KY#AsyC<-Fx3#r36X_+>HEx~O(;NDG?#`V%Hchwx&d;mSB+Gf` z78SYA^jA$qO%2op{QlmIe=>V%8yOMtc5bAJjg75KNitE%n3@~!lWii%1S#T=U8 zW^kl)pmLp1`BC>@cON|9sIftF^bhu##a;*`1XD8NPZ~b0S>@D-s3=}J568)_g0*dw z1i})-bR7l$k(}n-|NPni@vHyaxA9T_fz}cUSFc{(P8T*1w5I9curG}0Q20F5AG0LB0Fhf zk~qLW@9sB6kCuL!_P=k9MIJBC7s&UYcl!VHw-IaG2ySt=Zrwtch=|Zy)UhitVxY3= zuk`NQ7O0VaL`q80Z{=0*5xnPGM!}_x{nFB&sKbjFFZSiC=<9d9dzamt8Gyej8StN2 z_=z98yoI*9hJ}M8MaroM*S5keq_FT$H0A8ij?9>t7~ZU*ruDyHEihmnpW3@*wp&ha z6@BQ?p+opuOl;;`nd{OQMgnI%UtNg*WL*e#Sy`FVC&oE5E-o&$-38g%beSs&Cq`dK zaqwdSuk8}_n&p*}lKS!Ehak((iaiq(6RxhVA3l62%PLMws~;E``10j%IK>*HySuxY zS>IG|$)aPC{0_+r4CtjS70a28)&=n=M!z@5Rd5q-X|S@h`){myms~=D32My_Dvi6X z{QC0zpomDd$(?4~jLb~Nol-XwFQN;+wv`BwDK|fDVX=vMcjd|zXS%V`(Q95_dk-84 zC=rZ$edqptgR^IyTzyg6ot>S1wA=YZPwD7&u6jOm$}91synLh~CfO-?rR zOk3kcJ2`ZyfH#Ybz!!t6YP)~?_U*X14m3xf;+}9u-bYFS)piqbV&dGZW&bs3|JOkTZu)zdn-FoMQdmgI6<7+d_vks}J`IhfM9xz5ps z2gJl&?CrZozK|1EZSwh^MqsdQQ)jFVd}Aq& z?&V-P&J@|#6%No>)pvZDM|r~ z72mP0=s0TW?fGUtK0f3@flm5+w^M}#FGPK_ zQ8#YLL<8_%<~^|}N=F!H0Q9C3MbqKBwJ_c;;8;>t*8TD0^iV^%fW}QemdMACA5Y%F ze}sgDFqh3f1LNr#8}DFd4w{nSyh+;B|9v8cmlT$RT!*Yf(Jz5e7G?(Wo<4Q|{r%Xa zXesb&Vq$N`$;5N#&RyTSbK$E+Kv;PAK!s=CM9-UOUKbl10HK$jGyN(dRHPA)7i_q* zd-rav=>{+_z)d$b^;WLW|6T}Mo18 zZ1jzc-g;O1aBLyCMbugsEOApTalD|8wp8#+s=J1(#PmNmxY<1RIVQS_hu_;bw{~LZ zE^}{TvQ^tXhu$ZCb!%V{fyI}X`1JIxn>V{!y#Hzf{#QQ2<$wD0=^V{<3v?TF9xqvS zlvrC^jN0y@?JT{Yo@!e$OA)AOv}RMAzE$~r?d~={bLMVlq5a`=$Bxk^oOrV@+gu~P z9Yg`R)l2qyM#d=S)N{kUH~aPzY6)mN^YPcOU$<(w4tzf6))_0HDPy>GW+whb1~zM6 zbee+yT4_-cTV@P_K*4%5?O($7YS707ZKSxkI4X+1hJtMU1lSTFf1cgX@$t9K%|pzL zgw*H|%7N$RHU3oqww(JJ%jJZLeRXk!gN=~d8caFhbMew8 z5?Zx>P3KQdzOsiZqyS&i($Y@rM&7!0UYv6&jFK?k!dJJ*-T(GWNU7Trp{d(&TiO^MgQhWDb<0PRKhRZR7KF74Qv@|rX1JYwnW3?Qe zoXjdb4idG@%{N9rBpM~CN3rh_5-L8br?2k{%>2#bSw@D?fdkJcBmiN7ohn14nTWW4 zf5uwJ{)(Use9365AIN*n5_-D|Y{IdD0sMGFXt!=v@R;N*o|Il>VPT=%S7$@f=H*A3 zq9r)pUuA+}l=%#wB~v+=H^NBder|4Vax%AWrl6qUAjjz$G(hZ#qLPxapDzGeh4<_s z4TE_OmMm~N)} z`mFqdVqyVHvsQ+NUon@k#ii_kM{Vc{=2h4J0ylBEePK|{jIDp zHFXg58Q(sBYz1zLj`pqEPmcJuzrPxPv$?Sj;h}0xlz_>{E{_oe3V|lAATOV5T6Wsh zR30qMB4E9!upU+6vpB7QLBDX<5&%GkH#ozl6WPT2DtP)Sntartylor=Ma zW9LE!SmLH9(D17X#gUf5_AQgHt}d!oQnCCvuAH#zkdDYi~CT0SXV5jA73bj z`u0t`<~w^t*q>wYe;o!yAY<_rJEo(vZR^%`G|Wuh6zBfR9o*a>W+Dj6H2iqB+1c55 z@801b_V3$wR8FoW5I%fHW~H0kN-KT7C6l0WJ;-nKB+3u)`Z1tE`9W@gF6 z$DqTV9UX)hKB6I>KmPM)Uzw}j*IYAfa1IWRlKgzHg~+@MZNg&8lp)-hc-h_UGuG84m)Y9Bs5Y0*x3Jz)2 zi(h$sI?I=iiQ$waw%;Kejnxs1i7pLGOG`WYy-YNrTX#b6$|q}DA`tq(O&+W*kEPH& z#x^NgNLei4{m>%P3IbS?cKKzjv@`+_G+a0oc>htU)Uww?TYc+XmJcSR2gl zE9N~v9*a^(C&ET~YkSqybXSc4UY+l4>Xrd*^hM0A0w-0~hP1TZ3($~`q2JRyMrFQv z^9GkH-vX%g!2bQmj~^f2AcEH&=DJmQXQA3})c~cbUlgDF{6kC2^W5Cgq8_l4Cr_S; z3JtZsdw0>^ez2$q&w*jFyP#uW7MF_a)|*R3U%q@nQJSsEwb>sQifg`91St_EZMOO6 z)6aRdC6>rWzoIkyivW=ddv4sIdqhq_n75#0k9s}BNfnBr0AaxqADaJ_eR~=Pji`Ag zCuy4iEWWiAXCmTPv$CKIMfn+!q(|?gd0$yrSw~(xslsT75N7_Ijh(&o>(`kyWj{YZ z6&13)FDx{a3JMBVRzn}@4ogdq{rKUYeh%7%=yXWi&-uy8N$0fN&n7BCA^meZtgJZ`cPYAj49EH||k>j01O=z1@#x)042ZXfjO-M+9 zJXKo^>LaxN4d~fQD7vFAO zG&y%J|A(Jk`jaQ0Z(U3{apCJ`rIW#xA3SzNKxJ;SRX%?SgcT00S%nNJCy+cLu{3z3 zr=>}`^qXRFMn(!9I)r?DRx#BdtA@WcdhzQQ(7?pPktdm%*yu{$zn^$gP_LUiIpyGr zN$-(%{uZB-674Au#TTHd)oW$`Csw;_{e4kU(e(5*rqTU7cO;~wJg#2F`T`WAOE6HS zLnTz^b2Ey5_UswtSTU+?D_v_06#}fuut{jp|;t9-s`sB%r zb453_1o4YE)_t}R2uXZ(BWYP#`ve3=ezZJ*=mse(`LM(3#P*)aARSb0U0q$*KcqyI zDvlzM>7tX9!c~ku0nK8k-r@@%xcK?ULn#PukjO+S8W@mnp%{=q)Oqd{+;;FeKbjB@sb!cyTeb!~Q#%+`}o>#0J|!*T7}wd(3> zrS*AzRn?HZyu7fmEkyf~H@6_F3Nz8vtS{`;{SzBRM&cIc=H`$=wRCi*7dmDMfk9Lk zUQVdyi>_cplAz)ZD1IjsrK->}QCp}_CG#QRVkajj;EvxTXUPaFGUI78hoJUBb#vNA zMMc$LdWE9*`VVWeMI({UqDx;jZtu#<$Ux0}66oe8h^H!Z__f+gwr?H%JMk5~fqvUI zjeJv)L3L;6+=>bxb@kV{@+2LDv>@v&K*Jh|kGvjPO@b5X!fnn^j2vpe9Yj{||^IETmsaKIztAT>u&wnj>UrY)nfZ#9*7E=y$H{ zDtOv3#`<-J9rgdb&`v=w)3v!KUVs_>Or7(>OCN>G_lb!u&d%0){Q3Qx(!tFSml7yR zLqh}0d*MPxNJzuOBbS!A&+vZf>f&T#x{L(|{%~(kQ(xOgP2i(JP3;DN6cA`=Y{WGS z)e^+|c}TTy4I^T31msU`$hB{cYhL^PLmSU{?V9ZU_KuDYXz?VR{m;YE(GgR15yBC) z3iqmC%Y^MacKjR~I)wQIUjhTzKb(TV#1u1lWp1#J!Vy)=y?_6HTvIewlq}>c0GM^Z zv_y1h;5T%xSFa9FZerGh(1Vk8z?3<3$T;7!4kE>wvuBUCUcG!7Td4`9jRCU`Ut;dS zlH$|y@}AaKF$sy^lih__o*$kv1VRuwMxg!0iwhl*&e(5w!cU(*Nk~c-WO##%-@d)A z^KeN?i3NlOkRli;<+++_YTs*vD4-^ow9AqqJ=i-r;PPM`keXf?nK zoSTDT`#wcU>F818)2CT7pZgjD3*F|HL(`+9r~mT#GxqoN%uIAuqpgJJWEUp*R`#eL z!^59Gf1bw{#-+7}zVLrXw>ACbgj7}W_LIDyIR3f9x+hN9+Ra047#$r&gS1Yb0%gMk zms-twv4)Ez<6(>8Zy z7SsIQZ*}2mW+pbi4ebV+010}OyFY*W^hZagZZ!JC%DjWFZfn1<7$Gnh0HX_8FQP0UE`zxQimA~8PR3kY!M&Yhu5$vR>O z4?aDe1#FBDkD3J8g($mER8$oEbN~Ldc6)#dz;L7LrcX*^xe#>5_CP8H>ZG8cz$gZO zJFt6qedgkd7WmTxvh+wC=OHxTrkLhceI}17ybO! z`>(kUFtf8?XR;RO>>_VMTLF2}pn2WY)M0-Z6!8TN*@p=UJBpJZK7?;+b?K6co?a05 z4oqgiXyAdB_9|flC6D0Jqo9*+`i6$#Q|#NfmzI@9Mv)%6Niv6&l$0bTSrf-K&Yj~* z9KTQ>O1pNe4BiwzMy5_O*J1lMfO)%*N!=~a+hMQV)#$e-0=7?dj86EWHzrViF zJidAJ=G(Vga&i^uz$!Fs+qZwm&Kw=Zs9XFP1Hm-uph@xg#6%4!9-3o&dpqQjs-(U{ z7(H`ybAl|*-@eK3+4J;49^OBuq6)wcN)2+w!>^Mcx1#k?P=sK1w5BKxG&R|Q%lYlE zFg$y80ex3BdXBcyMO=X2K`Gpf*+lr zS7pA@3p7M59gv-gy86??NM{gT%tv9Af%ot4fJ5)z9XEZyAhz|tS%CB#k&y|~F8%1U z%tVMVkl3(jrRH-L`O_hO--3EUrOxV3n(ZB zNSBsI)YiWACNK$GiKBb>Mi3ucQfLA!^%PwK2uI<5c>mtK((4LzijUq8$q0Vr z^z$(f#4J8OJVM`F?LKioE{=8VIrQ0;l@(l+Gy5UH76K9ZZAGWSR94u@cJDa2VkRI9 z3=JKU}c4Q8UiKnT}ul!C1t*m2-mG*=RR39I8+b%^@(KJFD)(fa#78;Q1!cj)riD; z*!^&we7z(IfubtGGl!CB`&(MHF-U#{R$BdK#&=3N3+VVcYK8 zzrVb!3{>s!nWCyeyc4ubOwC{27lHYt>^|;7&w#!&@AzR|Yn5^!0TQn3*hjzh6}H~< z5(#*EIMdG50f*6Ry!Qyqx$C$eZi~66eHY z$By;&#ern*pT@vu_)K3rJ4s9&J*M#G%eA$&?>~Obm9qB(|0Tr4D5tl-xy_vz7xzct z>>goZ6BCp0(9lZ%^%Veu*;J_qG?evV{m{f=tT)?U#rX2_@=E**Z0^TZQ)5LFf&C;S zEBmry90=dt%?%s|u#Ae4=NnMRhSuuw^1k5BwdKO-=;+GIO6X6frr#K=;uJ}+bvxaj z!-rq(9D}`QJ;DeO0kh_seDOxaD!aT1O3BQOTL*UWEJgbGKVXwb;o9d5=MrDM5Rn%u zkBp2wdS$o~EdPP1*~7bcpFD=J=Dx5GQVhD%$B!Qo^pL}>TI|?V*VL>iE5p77+IjZ; z`3Tn&OXL-XJZT7l(}AKZkJ>M!B`$RIxE*Rgxd>4PdJK#SO!$E1-#@Sn!4LWlA-XX$ zP=gXo5Vs=w`)_!*Jb3Ux%&goEQ3DVozyF~8T4>80FFZPWUMU4T-9^XM(qf{a#PkFV zTClYmz|eu--;DV#YEf-EICB6@Z=lMDG%MNJ*+E6j?qcmppAF&xco?r~JH+Q}TLFSG zwa#C-U`-;e;LTIfmc3}_lR?ASWY7#u&FlO6xJ~991NoR}fJwY&2ZONWd3i3EE?r6_ zha?NX2#~%yVAKEdWpQ3ZBjk0!BjrUWr=|uVAAb8rQk71hwsvyr+n}kjnS7uT&9jb4 z47v^6`BM1o(~h4grp=$3Dex0UMn-(R!`xx&C0fRCi^3hl6qNB_^Fn5**QF*_>&b%V z61Po&x=CiAZUXCt^WW8uURu<>AA3 zGs-LBUb0)+@ zgI+ls{pRWY`|ST1j(cJTSDChMy;ZZZqOGYJJ`hAuDR%6Z_}7etJ&0GQ;p6?1L`#={*J%rfKRlIlmu8Xcme6e&%)N`5v(_&7#Dq(W}!S3)Y2H zeb~#OXz&O>wzdMsb4RLWzjz_YM1wMb0RZGR)0ty37l8{L=bto)Pzco6u+R`TG=8dIXNdY(-4yYUdo+2Bo>XngQ1_U84W4E zqNwOEZ2X|0AQT(`gt#{aVO=}m`0NQGNkKt14C7v4O+XjDQ%ky+bPWs;xq0~YVXvJh zfhrg_BfN!pEkSk;4rqH$-%61YlM)c1;J=%koScy04Sf&*f^?;IGQ-2d^s>&-h3ys* zx#RLv*Gh*wx#8Ha8S>zj(y=Rm@!` zE7XbqsxM2Uar}GJ0f*?veAhLL>MbT_pWUx*oM_(0Eg^a!CF8-DLA@!LW{cTp9+FKt znIs|9`*$eu@d+f}OifKyRc+vg0wUE-*8y0YmR?p-Q)_(t7XE)rQ(gL<7ZpQxxJ zS{-~htBT2iXHreeX)b%bs6zM!1oUB24L!$N53NZZMqA$&<=&~@+RdiRwic8 zPh=5kP-21#3Vw|d%-BzmG`DTrhF`%Rz<^4Ww9~<&VCJpT0~m&`?>q}LTJfW$xK}y5 z$H-*U-%Ls+xE;U)p6hyP@aWFF?CiW4UUN}A2C4)uIuQTouV1ybv>bbjb1+HpJ%}d) zLzqP1kSJ+c%r6g*V&qM+`>tO7jotL@O!ku}-(iE}g)tC6%q-6F!bZgogUtG}pn!JU zHt1?L=g#$@D_3K5`!4@RYQn(K5F|lULqkYd_<43Vk)x`1Vm8y|!iD>f9x0+p!eI=J ziHd6ZkSIOVS7B#s8_IMiF0SSM`|Zrkcst(U@c6JOE$~xxA_$+r@Nn|KRTn1wk^Y5E zI5`3ZeDLQvibHh*qyT8O$@NUV`6R!;N)fqjtW^`YO6PSXi>^3W9;*L6_srvaUxL?} zD5l@OYuhp(&JC7OF6xW`9S``go}Vgc-aC%I|GA@MME+S$PSwRP+1pxdB6sn4QwKT$ zH-L`N@S~Q|HXZEk(QX6Qmf9N{RE>?7!6Ewl`!PZeb8X$(wt`v(xBw+aR0eDuml_li zpZlfmNvl=-Y)Zg}v4Md{=L=&@b|t@+!^8-kOo7mz_fcD@BDMvrI7yHf2YvYU);QiQ zwX7_`^+D$0_t=%km2_r-Vh?lWd=S?DYBnF!M>dGgLvs7ip8Zl^PXy<+u&_W7`0m~9 z`|qtl^@Wrbr}YH-yu15fkOBw}<`o{dG}3o)a$2U3hi}~pP5U8==Fh6%8uTto;y9!i zq%nI7?HE0nF3~o=d4qr&VjhW!iKq{m{rlQxx~%tWMcP&<&lp}CE?ej`Y8 zZ_FdkvXy~>l!g$B+b1GI%13c?Cm(ek_1#!2YdAg%9Sc$=DjpaM<}p6)wkV8F8R7Ft z*D5?saW{fVB=56u0{93I1S6FB00`>fwEx~Lt*CG{W{Y|q>@sZ`C=jcKk-e3UP8Px* zBDeomGWHLi0ImX(Yfz)cJ|ucBOd9XM2mDauK4E~}=eWHJVrORN7|+t^sNqEXM!1WkO}NHuGKIHZiw zr+__xuKo*V&tsa`?z%$JnpiHEx@HN#|x+sSb?j<@9!?boXK= z+ZGss|3J^du7h-e|AJJ(==p@v3c=5!((4d>e<&8%HTW;Q9rW#JWj@QDP6qe35a#!- zzleGihfx-(c5Q8`083=2sgUQ|?y0-FZL>z~x?73FZQWy5NgA~CnRV0$=XEkA)>J~C zG|oL+_+V#xKPvgsVb17_N6pHvp2uQi$EK!QBESY@1<}Gyb{!NLP71CP)O6@K&`Mz9 z#9^HfQ@{dOS1T3=d3q57dE28|D{tI*hbfP&UY==L{iAh+_w9fkxbNFV+cc(k3`2?t z_u!oODk2PCd>g|Lm8|9dK{>w_64-(S9M`NyGlgtpU!NJ8$B7fD#uG#$De?FF_wUIp z!DYDyDMH}Rb(uOFUteF4_$hYu*lO1GbPf`f@b^4Rz&XVe}-`^Ar+KVMy2c7=k(%ggIu!$wdxSy!w>KBQ>J zWS|9yA4hjzL&J!q3?uh>gacve>CjaCMM2L2kh zFlnZo+6#D&764jM6&zd-RS%V1AXS9`kyOrB9~{{r=MSyg&spueZ0+Kbhj^%cTPm_K z^I3=95@xdpN(Le69zJ}yOW*0#-t7zX%3cjz^Ie-hf1^3UpJ@_jdbN$R`33@rU;0^}N@8A!P7JwQ=~GBJHqc@UuO|-90_BR`sFi z#|SN*x3jZZ-!YrHbtTU~W$>8b9rzS8(P=I&_rHDRdG?g;L8S96S5mZYYfY@YIjum^ zE3W8^k;KxqKks7HW}g+`f*_lfn=8Z;*_AEXwS69^UvS+ag1{1fbl8C?H+li0c+9Y4K5`eN*P+l_jU?riQ)O+IYeCAw604V(o!#5C>plWyL`qz^NsC zK=fkfrtR~v3jRRO2d_kf!>hqVTj{@iji<)#>UKi|14Y+ShSl4u=g&U{rf%IrwRBxQ z({R;k=w*KC`eCivHA54V7E5vbUVa}GV1&<3Cdn|H7!nx8LwRW8kvYx8?g#F~?t*29 ziU)XvG?j$7$eA;rA>IMs-C)|kckd}^94?mHQj0l{yrot+g4bpu_(GY82VIP|a>(u# z5Y&#@szJG%NK=$i$T;!yX8}jvjoY_LPByANbk^NqTIY`E6xcOt^Dc_I-j0%l~zX|y|zZkbQ*A{%2khWE#}1wM~Iz> zM+1~3rKIFNf9|us;tmBLw%G++TQ46U?c>LHhvs`!CME4EZWs0$-Q?AdkKh`qHoVcC zw*IGPYSXPAfnrI*Y zRc_vQg%#Ed5yg4l`!IoWx9+s+@U`Tip`z+@I0gUEpcuAZK)EvuWyo;M=6 z_W85yQD&OzNLFFkMQd0gAXZTR;GiHCd;4cd1;bqeU#Y690-=Q6A??@|n3J`HHVuLX z-xv@IaJ#lv`6CywJ9Npf8!v!7;8@`K0P^Q2XH05zXE9yT7Qn`h2F^jQ(c!3f-|s_M zs{i)wTWzf+LQt^CAQG;kX1I6l(zwZKWn;q%7PD&?ltBrf1xNqzW(pyN#5coM;}uLp z1E28oC`>5)lZJ5ncMAyk99C{isq|ewjYOfKU}H~DIqdas&Q z>RRMm27$K#!vXRkR~r?D61oBN{(XYv(M$GDPRSDIk0%y_bWI_;4gnER9@bKhap9W} zA96B>XBKJA;p+fYmX~w!zrvdF9GgwLwJP;<*GoAjL8Ok#%8nj6Qk0*6%G|skr{2DN zIdbUG91L_)%r1~5lR>J$$6mXA*F+>(BKg51F7n;^V?(_-ItgKHE`pARit856@nxo^ zk$B1O*!%%@TvtT;(O5_xI6uFNg#|DF6A04#_8IHx)p@Vrn)jyMOGr5C)N|O=(=)UU z+YAivYY5rmDy0$@5y;4kMKhp6o7X)VLwxb;hLgZNt{1(?6qz6x&ZC!>giFhfp>q*Ker$=oav)@NukCP9nJB zv$k|7j94dkljn1={TDaA>3}}kh;HGO1q#2aZ&PhQQ5LeLQ6$p}uJgon25d#5$0RYln^X-Q7(~?&&X}&R*@C_aj zr=SrMae59<X*WmPk0UVE7o~Z$?J(2RWg*ZY05MZD0AXU&GF}6z@6vhkM}U9|Fx2EERYt z8lw-`Cy){8kW#xn;IP_maN8y5GLSQI$`On&;gHSsurLJAHJL)YDmAH|M|Ux^-B&_}ZB*4xC*-_Ne8K)4}mk@3p4J9}Vrw8Z6NlnTdawUQC?p zR|5(&=TzT>l#h;1%1@5BJw^rv?kJkdNnPE{j-R-wFgwxHplMA&L9zSrkd1}qDh>uf zrh$ex*;gSgE*?{7$+>eUY;5KknKDDo1CEx=w5CeoWRluJxgY+eDabR_-Z!X!`|cgG zJy2WlTc@Cw;cN*+5oaeSIEHRwf{f z_B<;KRu5k&Y|EjU8D3`QL)MKEkjKF^Kzam1A!s1uh2RZTF^HA0_yDy1acT{|12RgG zw5YdiNtSiLG2rrJlUaSM15Fgl;JI@U znYQoRbpkD>Y#b&XR43T91{ye=dh+D06G9l$Q)nUs0|8LwVGzQnn0&CbDk^if==%}z z$jWaa;WhJQ%0@;Pi-b$UUca7Wcxp(i75o(@e0zIcaoJ3oOU>S089o#f56`a73U5)I zC?9S-V+<)szvW7Tkcx#lUG&9)?RSUt4vtwzVb79!@4p#y!99DRhoWQwrV$C3`nr`k z4(^39MhY$E=XX{6RRFF6b75BD%=qda`Qb?(W-E7D{fN~^p1uYvTl^SejcRW8?(F?! zZ9O3NS(ipDSd#`v(2*4Q`03M~OwpB(SCJc6fdmYL387$Vr=Gj9v2%DC2vc~aT|TpY zt*wmw-+wNa9ZH1XZEH$vG%M6#_f0 z?)(s1RRrzv+cOVn{Q-A?*GOlD5aKx)tM&f<`@@owNU!b4Gn=2>mry>S_1`SOuX52h zqJ*kNWy>=L2G_j35dv9VSwWy(LQXF6gpejCPeum9Am?puwY0Ti8a+Jz^z`1lp`n!E z@zvG-*4Am2m1}5L%j?^EE}oBUGnQx2aa8*C690zj0;vKg1p>ZqvcTR&7+IV)fzN#cQPJn3lbalO&9@mKqze4~$(#wBfl|-N$aT zxR@By)ej0HD}Ig<$;EZ?{P}yy$yE?iro-Ox7*PvM*4EZpieJYign00;J1q~Qiy{VU zAT^-ELRho_2|x*lq`3VqUd*nk3GnhNEiPU_@<~lyeVN;zdcVWHlP89R*kfBZxe_*) zKaP!z#NEG7GV&C|7*`I#xX0|9E4eN;>r@9zWq0h`^^?v*aU@VwbqQ2jPEyhpJ+DuW zn<9&wVJ|2=8a`M_qLdTqoSW1SS8Z+jd&kYd5RkTGBBD70RA%E?L2K&(x;?UWP)m>u z;us)l_NXYoP;fYG5Y+*W7jZ6%Z$04blWO%PxxPGy9JS z3){^Nzs9G7uQY&T0kGLIflzXnEG;kN^oCx##t^r;^qC?lk@mhI1)&G#f99O)zAT&< zj6ALF?#U9vM0}QiD6>SBa$OTA`*B@-Rz4%EkGnuP!KFsn2yyCoTqUG8z#PG%VIZ## z*1uez;gQb-e=IbDdUnmx61HB#ty>?UPx`D8#k+WDo}jaH%Un){tprw%w}M+6K(;_e zg@uhR8S=ijcNtE#0=AwrF~Rv;u;K@CafLX^|2bTSn&r~lR4{%4G11t76TqLLA|RKIX@uIa(V|sy%qA~%}=MWeJ3B#uB?dgF@%FZtcEQ;f)oSdaLP1}Hf z%4*N2?A|TXY)N}%Gwwp&#jAmrl8kZkl%jXs@s)#xkx_8~$UU-fB<$MNMM*`4TSw4D zYv=Pm2=7#4;zWK6jvv?qj2QeE-UEPb9)MhK?i-Ce&=~rAdrgo9<#z)m3~gKfGq$|b z^=tfzSaz=1)tRgH>ke*ogA_PfP_1raYWiMrqc5@8&&tX;Xk|(f$68RJSE?v&J^8d? zPEG#!flro;|5;6lu+mWC2mr`Wo>4*YK)bu5eT}wsuFJg1?ZtDUOeD|BrDnZz z700+VR8$_rqlQq5bS=(|EKf^1a*K*UwD7^^hjs=gl;Xeg6LK+F%VgO3=v_xYVQ)^g zUcGV!XENHsm%)rZ(0fUN4rzZC`#NOlkZiz>Rwf0qI5gTl8S?yl9<|+QU1VW4EtlS- zF1z%8irHdzM~c|N8!ZE|G#f3ituZj+Nh8;j^Wp^%a5nCx0bA)~F;OXvcsjkKqjbhI zoLzoA7~|pJm^w}hD*{+M5+gp&*M*(m!e56_Nam9#IGOSe$J;-Bx{8?VR7)+V7oi89 zY~|%4@>s3I;^Iuq%vapqp_%Kbsi|374&n@F+h#`kjAr#`wvHY0H*KwIsVT-uz@xxw zZ<0*KRY(dqo&NI@O-)T$8KlBsW_zx0jq(xi=V71(AVlY|l}OOZgiZ}x3ZK3}xTY~9 z71U)C1qV3{rHfmgT)9$!Veb=CGgl(5MHIN5(7e9r{dR_eEJzvWwuY+3bL-}XRJ3L} zVI$%`D+qsVs~GQ&?r*AE7$xUro@}Mrgv$R}eM5)_`;o%_( zhsx~j(-Wrw5JW{pPT+cJGWCAycM- zgM}NU5YL_^5mgP1H($RR>gb5>*%NmBDM`Hnve+G~P34&rs#f5%-~{$3eDqDgA13UXrgMTcuNBhUm=WZS)7;!+rh>#Qq1VsEHp2? zeqF=CAqzJdK!llsoLnbKCg_6{DyjfH8b^BI<9Zm`iG4G$N}6&G|7CjHX}1n*-{9#3 zX(OK=^v_iL{hdhkV4wJ_Y)=fE?}1M zgOSz-2}x4$DaM&_8=Lf-H&5_3Pt!bp(`i5z6=?KrLv5vZhKnFS9!2X9;~SP-*SsSccX|iK4Zsl&hL!$hO9-rp0hX1ieZA!s-$BK|gd0R)+;kOV@}dxsNN;RxM6sMW zaRRq`0ffcLX50s-$yNe7c(d*AP+C@KQEzR3gA*|k0S-;d-S$}wGzP@H-agL2Kh0Xn z^wr6au##LIKZwSMF_B;K6E+ou_R-N7P*2;TQxjNN~#14#N9*~c1npTD*6Ks(eUFJLP3>+a2&m6psA+1^KQpa zd4{KgYtnT<43H85h8!+kf|j1<*FhfW|3pk^X}Syo0D>hrb20YrMcSvTGmKvQsdju&K=rOQ6u!j&x)e`K7 z@ByI^-)i38wF7qmf`;Kej3{B{S$upv zqQ1Djj7@ZvRRABh2F+uz0^Aa57!#~Zq#M{^*yWk&>3etWB+C3WrZ-dWuBHGQ;QW1o z-3-nKpHNE9;~?A|d^N~SbdNz7IXN@6YGZAlabd>e$FN?lV8B=D4hIF^;&@Z8%BRX{VKER9fqS9xMB}a* zX{WPHML7uh(1>t|iQlywM#(WFZN0(E;yEJhpDtV}?GsY}e%bplJAG6gfxtR4m%hv6b(h-JfJhL*w2Zjn<56IZf_)m zoUZo0AQl&t*-0v%{7_(Y*>@rH7x#9$rv-C`i_Z!QaL1ONXPx+&&cr%XKuv*n1-wKW zPsnS%?+csH{yQAXvG0mPN{`x&{A-@pvC1Z)vPQdWZPJFdsg2IO;?5Gey-w4oV&ggA zcg!uG``}Jyr98inRx`TNAK}sZG_p%X7OiYr_`K+xcQIltr&$ov5k9 zapIZl77290G|w@wIv4zvJjj>-lS0TC>-O!q4@E44>F}M%_am$C!zqHa#K6&zIonQm z9%2f_bqo`=U6!Vzix6yaKnrF$PV~VDEG#UF-9wG*jrl8V!nft;G9R2%oS^7A;5?+DM-@yQCFd!<2OQ? zakrpVm8ISJ@tYoS86a;IFMSDC77Uu-;k7Lshr~v|fB!s{iGy3`UfJuF@VXPlKjuE4 zyB;(jlShUFvpB!9+X?X;$eBkK6=CW$x3nM$%?)1PGy>NS^bxw;o2I5sycGzSM}3zr z<77&tS`Y3!qV{Fx`nwGF9ryPN*P719JdVPPBC&=$WIzCZq{w!RYraag`ogT2Jd3^u z(rn~GeDP8JfUB=>u5cx9JBuv0gt>)js=xjd%|iA^C{?g5o9*7`Lj_^H?My9u zFKMVwb~;2YJF&9HAwq_uJRnr41sHO8FYHllyu5i&o~Q}3V3XsR#>QgJCUWV6mrGI0 z@VIavyK6`wqfUo!IIsy&1~%L%regGSkKvDU(`=_8016$#-pULBF(uk;Uphe8ap!Yq zCrN9E8x0kVWP#zZ*eiz)G)$or@l1Fb7^n^o-fK&9nCiRay<(L4)-ZKA87|-$3*>~5 zwsHyr*F%T;@HQJ6f?MrAdE2+Uk4P?MXYc2_b-ls;_60CQF#5Gg_q6hHtK6M$zrM#@ zudQhwBO}Q3Fm{t`LK-v@S@P7}wdq781|y<|ba&(7=_ux3zxHv@gw-U(P6R7o7d&k< zShG4^ffE!gS*~<sJ@+HW zXWLD-wSW-V^!kf^#F4XSiK>%{j#th|kKY4g!-+rK7RMNKxvLAbZ*Xo2<_T*2b}(w-v>vfZ5gF?E5TIhP)Fp`+p2eEFg@xAD;jHdw6e`Fq*W2AE4P^4-b!P{tmEeDISljio5`FKgZ8a^zVIcU+WRUvXil- zS>?LuX_vu&4-MJY3G|hZuj*}_J@Yo<@F6V+jXmFzo79>ZBR@`#ZN7|ZW1=S**&HR` zT97G8-_F$Qc>VY}9u+OYPvEpTcY$zdTW9D0LDhT5bJ@S~-)9mkp(&DGq(WM_}%`xuE!(ebDr;U9Itg8 zJbwHy3i;mQS)J{*+eBVqGB~NU#*P_-%(?`Xr=nsF2FhF0oWgc(H<^56+aI%zP^1f^ z4Gdmiaq8?gZIbG~W%&v|%8>+(L>)a~agDMH$(ZZU%XAxVA51D9Z=dD!q|BA2W#A&C_e5Lrrz-*~8z)h#q9^IA~d_%UaS6-@R_ z#xFpLo1boZIyz%{IZ)?7=|?Kt{vy{E;UI!Jl|H{fN*s02gmA0Yicpmgr2nlhvWK)d zGUL{@Yhr?wLPyu&N;NsboQ@5*PXnwa+BP6U%qEhOl9;3v!$+>X{+8p7#Y*8hN?+f` z*7i_zH13WNgf$;8Yem~olY%fK3Eh{v-}c7s(fWfEvfliD;Gi;apwH(gz5h8()n#6( zMg^^KSMb5>XmmovK2e9NO<|Y5D=FzB06Mk(DRJu}P{LER^uJM06$F@Gc4wnTXTORm z{Z8GFU7e&VF|6uN;izj>-@92%`M&nN;Q-@%mT@EYrp=L`R&eFpu0Gr`qP~#03RZ0>=o#5-%}KH0{hdieW8g-40Wn98gx~o_wCIr|Z)p^U_z#XN zn6u!Kht*=c+7_obMMax%>WL1e{GMXbLh!S6Z);G=)!N$Hs>jO7@4$tPy)P{fxa3<+ z4as}rf+*${xx@XZy>m@ugUscI&N?1uSW)(1%O?U805njN^PE{%T+INO_`iMw>XPV% zQ2WXA=XjJ5W7q%wZT`H?OQ&ct#1a=di=dwbRAgj%b!heck(u7d85wv@C6uU(es95doS-YdU(a$nV> zK+Vvdc0&5E2BR@qM#mHq)c!mTUbHIghj?gaMZFIV#u&xtWn~jFL4r{8FtL_*6-clo zh81X}s;bJ)&JGgmC~g6qf~QYwjvMzUR3(5mL*x?{s)lK*d{|UGe~fd-Na=#2PAbKs zvj@{t{3;%HqY@ATZ{FO@iF$O6g=*JHO%ka|QkVRvwWD14E|NY>o3@7PrK(EqZxXpX z5a~R%lPl#@RJSj#DgQgDVXUR99Cc9Wjm(D+2aL4Gezb7jykL`$5EuB^22Tv|gViNL z2^mQG}#6QaWDB%8{FJ58IRP~ZpIcQ2tb7oZTddCoEa)SiJFpcUHkbnem)nV z*Uv2-m{M%~zVUNK;#z`n!0*L^xICw8_7O3nh7MpZ5S{#W*watzed#;$ZXtR< zq(;9L9mCfp@|?!Lx%=z7C8y+mGQ@ly06lbA7c^N-?DNSd?da>Ye$cEqfH?df*PsS#$_*GcuE+r=nG4IRmf!|8bUZVPZD z8o54tyW9zAwkbIsYu)54w%3Mnmd9g;)TK?UMK{+L7{=jMOf!;gR$np+galC*P{ z*$p;{kK23I|G+XMq*sS(#Di?Y%%uHL${sjCj>kFRQNsVO+O0!A5No>iMchQ3d7Cts z{T4Dm)x#h}UGrEsZjj&%b&e)AYl7bCh}0!k4LO!+rmj+|RS5(>raS8cb^|wYf&%dK zNwb{w%lv-LWN+YZ=M^HWBiN(9p8dj3#!|}0(AKsoEUrKD^xEX~pK>2sGWy2riK{Pf zTvkroS-`tIdK4n|*~DfJMlguh=4Mg#q!1O~q-UVCoO)0m$#JySo- zs$1F!$}#Kgrn?SCC-!E$&>w&wz9N~I+BeOoetWjdFl}x8w{EmmLSSQ~r*hpW+RAPiih4^lr|u24jmIAv@oQ-V^scZ++i^1E53M74F;*+uDC0dhoyx zFqS`@L>#QPz)2YA!+L9+nRUXRkT(oe5XhX#vVpM{bCq&!f^kUec*NK|a@|r+-7#74b>({sd-RxUd!^ zkH7{@I{1@_qOla!;_Il|5Kyx0@n=x}=RSYFlCBwfBeDYUtLcCG7^&%LMO5s%Hgj*! zUKIR=p+Tb5XK03>m6ckD%Sqp<^8~*hC%LBp_Wm3GD2 zW<8(9O3oWY^rRvuX+?}?0aR^Oc>u$PatLKN(PLXoJ^CZgJ^e4RwVCfy9w>%oPqvTAK7DzuFI`BxL*}rcVGHvi6D5!%89> zc>ZC&-P^Eb;2@E*XCH5UaQbxC^XDUZ;v86{Sil+T%Soy)l{%0!3#Nw0&F2soo5YH3 z?)0Ek{gN=R!XXe<8B`-FWF#3%ORoThDKvKvkX3N;d}`g<`g^U0#wkdnKa@_O)d=?J zX~;3<(SPO@Q_IPd86%k#i}Chbi6>CzTHlY8hGx+Yc&hio)X3W zX9kTsW{ThoID^l_=3{HI0mzqIJmcS0UbfYo;|5h-m{kIZ%;n3v;Z}ruF97e=FGP~K zFJkg{1lVKRr*p}WYTw7&ZNrAWkKE;+M2SZ}#=k8l>{T{hvvTEaunHD4_oX1{51hf1 z<;Wxf3%*Y<=aJOaD(bx$o_*EuVVZENO(hBYCO8?m0!IsKNVFC0lr3HTM#?>rFMKQw zrSKo2{yrwkIn(xJR&X59An(To5gk2h&C8?@wu|P^*OZ$bUUusrF=V~42Ot_9wwrG2 z1}?E!bGgT-b~`v787$>Ythne_ySa_W z=WSpBuMTs#LVqCtM?aCCuBxwJhxLa@hzyXVWV;cULtB29FKb?vveNsSRo&^P^2pP( zwK*+4JmPfZ`5`hLYeUVA3POXLnwp43LFdqSM9cTe%JIZHpjxGul3)JY*A+ko&6X3G zzMwj8-0PB(LETUD-LYo=_wG#YJz@lzL#ALoKt&ki2p<5CqLhKP>({?Oszeq7MIQ}~ z6T&wbJe)e8`vv^x{&3kftr_F3HVM5CYn$yDB1tC&i?o4T~B*Py{OgWe3rAt3>5z#G? zDmr)R(o6C28&L%QueXIFMuCgaPCE90PfE0X-<6S>&ZC4t`N)P1o-50zK5cmBZTPf& zxggYTn&ull`D_t!tw@+e4Uc<;h3EX8=J^S-UD5uQ{OCve8*$m5^Tp_)IFh+VekR(k zU3(!syt_d#3wH7@2Q|O&h*XsYE-epq2fp?`yCJ#d{pSM(t;0?)(m&rd`jvx2zV)u{ z19m7{T93&(IOb-8+O0MFdnmeeBfYX2#6IEFsd^tjR0iH<{^MCdu#aAzo**$Inu2bh z5*8MP;BLR)H3zWLA!Q{06%i8J1nhV)`XpuSz7_lM)Y^+bK3z>~GP`l+R(h>WLz`Y% zOOA&V=AGxydkM~Z_Pb8}* zzIb+FHNqtSKP`+?I6JHT#`x8ghd`q2AM^LRzI9G|rpJpccMc@L3!9FVjEsa};@7NC zFK1@yjI*=MnMdfrf!hz_2OPrCiOcKBRk>{(L(&-4(PDoHy) ze7f1#Ybn>d{C2%z2c`{nHnkdJ zYI>q<+}N=*r%fZYda&ROh4<&rpLWNcp)y;ZEZPD5HXvgC>ecm)jl{98#>dHWojV_~eAuKdn>;l`I#BTTdF89hGMT(kS5>Y$ackF!K7DL^1T!Gz&@*eVi*vP0 zjo*hzzT5ny*pjObXZF2&z65~CgrdcW-viU&DS3cj-3{I44aL2wT>-@ks*uEOaB za>rVGUsC%1zDO@$ZcxwJy(1P%`&U(BzkSNPj&3muw_*UtI_gBs6$lTK=GUMzz(CrJ z4n~xdWz%)e{Q+V@VbNyNf8k;gYZb->?cX1Sp2~^y;&xjj0_f^bpGMc|Oj0cj1H0$h z`1$?i6A^I=J<&yAc}|Mmm-66&AZ*_{TTL#kA4fhl@kzP>Ry+0IkeiD_vRz=%rF^AG zM;9%cix=;Cb$H18>!p9$@(U@u+{-W-7%JMk@ zqJC7uvQo7uwcvkJIhw3jTn5N+hy<_49ZAEw4e-at-;Sc>Nlc!lYE*1hW;!bA7l%h# zqNU)JSz7!cP4nj&s4JTbQ_mIwMb3CY*E4VSY=Y2V-W*+Ktv6ZE=*G{e_-S+J781%t z7z!$Z`SZ=Jf2$p{2GngOJYZaCla}mQMU}yEog5`4YQ!Su7t+g@N8tx<`+XDi8uQ_1d$S=q~j6 z7CUoZXG6v8X_*@iJMP(OC*A*m@0nBiQ>SzlRw;)s?9y#aRNnbXTf>kziwdNwsyd$s zkor7moCc2`P1ZfsM%XcbDYi=#PefP25{jUVi^PkJJJw5}@UXn~l5Q2etDCqueFR!j zK1~V?G?CLM=DsG?8N1XZnzUj1vI5~DIHYK9NQ$>19+2!|XMMWksG@?7KB_!x6$#X8 zcQ0Rl@$A`JtR*he*FJgNrNm{aKlGH5mj0f-ppFD6%rQAn{O-wRS?ei}+-(Fj+i=!9W&dQaQ7{7Z7v**uuUANAG z%4YFm(%riXcR-T467aq8%5ZRv7%>8MA5#0$vCG>je5sPCfm?=e;9}ghd$(q^&ELrw z=3)ARGs@$1bM&OdqF4Bit}{`tWruRwmcc#*4tse?kwDb5HOX|hc7%wR-G4J|m*e-1 zwfXlfclH5B;s)fpnul&OIy$4momU_tiV^yZS@%Z2Pq=60i@}O}R**oBtM&MChFN*w z-xUJM5b0C(4)i)d-#mUcOne_YigphlCuM4=>-pe}<=roK0Hw^YrU)*HP%)KCv%>5CEPlPNLEPguY~K zZqL<}Yu0Vmvz?-M`0g#+H3u8V?{ZYV)N{az-vKqN7L3U{fAH2xwOcnX9lJQqWzvbg z3)SrBJNH~NDzOZK9i^K{JG^2=;VRLQ1^d02NLbQv-3@^OiK0fON#+UbL^MAKauVYX zw-_+F=-y|z3TGZ_IVhjB~z%ks?P=2XEZt%cBhKRV@NVKHgMS&B^Kj8f` z5NRDTCX|T)iYPFcPSUam$u~GLhUN;YQkzF@ABIo)cWyjS|5Wb-=m?vRRd~_%--MSQ{a}MeRy03H?PCH*wd%)&yqug#4vpyXD%=h6 zN}=T;au>mK28;Fe<)vGR4@W#ik@0yY-Pkggy%5M1L*oH#4BiF%CBRoOghEn)GipWw z#o}wF@UBf9n52@ckni^Xzc3W|-%7iXO<0=_`@!{Qx$UteG6&tA$9_TJO9 zlhIW>AAhR9Wc<}B%dCgEK^=n^KGrvj%;#I1WHuIPJRUuI^gphk zP+pML;DYr=zTulNAIzH4Y+RnbVdvJSmd@roHP1o~WA`}PCKMLBtX*4z0>sf#MszYkf5Wf{f~;&L zx1NXLakBn|bjlW_Q`GoOpZfE&l&9EJz)X4%&`5BuE=&{z_6>z0!gJ=NiGXSVg&9MO za&p3RTxD(($xfSABq7Fqt%vS0km{`x%XzegkzikJ<+3Bq_`5}O`tG;l=?!f8U30@x50x@dKS z`_ZjYnovw>FD(`c21eMOVDJ!~TvyH2UwYO)m@gLqa zd@+V**a;XfN>_@|C5%qP2rzam#4S`ZpGPj-ildG4c9UUecw2l?HE|(-6+{jpYACds zRJlOAQJPtF{9J1cz)%{y<|WMA_C`)~1^{Tp%?s$nxGAkj%C=#zGCm%7|yoSFSzx%ag zY4ShI(mFY(_5ya1dxi;-odz@7ci*d({M?6)wf^rpZp6jKRqJ~Qfk>+Jt36pdMD_D6 zy2i#O5W5p6sth}PBqrw5_wVE*9zSt{b^?y~!*ulukn>CSH_sF1oS7MH5f4Jo*t3I& z4&@ylb&42#+Q7)iZtw5Z^G=zJ#ovhBkVA&jzLfgp-n4ICtCr2`H`O$w_Ey<>3-Rhq zNnES*@#bo2o$Wt-A<-hTyJxkRvk#tV)bT@{9#q};syrn5#(PN3=iMDA?o@oQ94CL` z@vw1{2Yl9Tmp1wxYBW1S`EmR&lhDG^`U8HS&7<4m=b>nTL!t;#kLEbgM}~m>M|@A+R&e!NN;v_yBnx%ube5?S}0f^{6*0E=dfDHN`P5drdwW^kqG^(C>E%mjc_ zl2%}`0f)bS`GSzJ>GR~D@6tFEOE$7hdkT;fmL1|xPQQNh#*jyQ@nUXzx)AvoUK5ZJ zvQFb!;TXmBBo(lD7`QPJ(G({lv^1#Jy;mj}wN9PN^+DPLW>1uYTx~0V2t~`bwjbkpc3@E39dG}6 z^Y$&$pTD)+I>G+hxUg8%fI`%Bf`B3xgVLliY)RmY{(`WD-eC6OaqI0DtuB=rnH#Qt zPU}tlzs2^SL>kF93oa~Vqlt1I*{eW^$fEWOtVFhT<$ACVqw z@Y(#njDic+Jp{!vEun}79CYy(y(%r`!5`ow0zLdSO)3=Icj4^3uQNZt_)=DEbIMlU z)F~`#?Uto&O=g#mA9uKY*87!;AaagC+A?_n`q+o(Wtu24Y4)5s$U#N!cn-jSU#$S& z(G?&!y*s-k$bPghU;E~V<&4{w8q11P;`rww6Mv2;w(gDt1t0QjhZFnrA`fRDtXO^Fa1ZOAIe{2vG^#q?) zDOU&1cQjGfxzeSAsz$WgFI=$H$uRM4)W-iyrd4us@6b#tj~zRA%IqHc@gcF`LZJAX zIp0k)rZxtn(OQBjc<3@Isj z5=PwyZT`YGEou}Elm=?gGCEXgU$$Ml&Y;4bH=b3a=6S{ zFn=I1HxzFn)x++D%glPJ<}?x(lNZ1p4v>gqCsbxIVceM&?zEKPijZfN;)m{8d9Zo; zM=4%E6r*iK)gzx7caW&%!SX;xrS74K%nHmiB13}aH<=*wW{zdf7GeQ)b7cwnRf@@B z)KK4x%S!v2?kR~hc#nAzrj0`g!*^DeARyxKtzov!r^-riZY+d!hE^Qx}hgEP#<9KYtpxvgBO^?C7w zZIkAWm2#bptgsQt1)!e7jes>QNr7>GL$QYQ6AKUbpdjj?4dBUJC8X1$6S4vzhK%V3 z4~$Ap^rW!tac9ol^RqGO6Ebc!~K)h5bBV1JVmDQc%l3MR>xilq3}D;%hVwag?If@l}AqA4)p zeK>>vJ)!T_|G&p09)+CS-B5||W_>b*;|-aUPPg~i!Uh3vE?6*rwIlTrvR7iHURN7} zWN~fV{{GL(+R-sKvw{O;z<>c_0&NtD08#TD+D~0rlG@}}jUOLlL~Z4>Cbv7C69PIC z4LiqN-e%z&`qVjI?cgJ;A#O8Td%rYst6J%;^7rovzoTU!`>7j0Nqjt_(I*@fjx!q) zf~5$XN`THom*lzQgF|f&k~cGR=5rv8uhRoU)Li0a<^5;R&Sw-u)SDNv3@|>64#4ha zpI++GcTi^2=E2Py8ye0yI;Og3w}j|!vSJD$7b!Y;GCW$mgxFaOX*wp(+~eFuOUlZJ zZPG=+*&6OT^PZVl_2SN6RIgRbj-XOq(p+^UAsLO?o5&0k3pqfDs zPHzs9?#3;KUza{*_-boa3-Pz5puhYTHdB+R+OQT5ipaja`1)5)-QXH|wV^{%;C_9q zvhDMsh{4W2CZlGwR&MoK+8>AfoxcIb zi1VDHZ<)an%Bd)J2<)Pe)J4Gn?cG%SZcnsYn@dr%Ix-=wv!iLEkj`1lIk9@hid$Yk z-T{R(*UiOzOuqrl{76VBZ2K^~!rK3?9Ju9mHVlnF(!`5SY09CQjM>1)twL5istyD< zTxs$iB?HBIoS0^j+l5nRz~_n3c5XLO!n$X5Vc;t5ewf7_bc-`GCgF-Jyl1XD zm+_yQrcLW{VwU&j&DI_^Q8t>I+0*9F?>D!2EYuDsI}yG<4@leYzIL|(-whx+k9(-N z7^G_A`{iAu*R;A9(Cn{!ccc5;3BN#=I4Mr2zvS1tmEIdG*W=GFl8O*nqbq1^B)F)M zzX>$;v_qrx&Vd6)+^PB-dvgCr<;cC2Dk*l}%H0oKyl{BH{Bgqqb?@e85jJ=Xx67(k zRbzZff9)=?yHa&8#v-^IwU2omE ztx#kvW9(BSbadeB8D+q5$k9f=7OF`_kM+X9b7>a@fzpgym72q1FD_7-o$llKltA({ zd^E`j-?uhx2w0F2pi!edLCVT^qr1Dimsbb<5ogrI{~k%F9umn?Y;E0u@3?P)Lm)hI z88x_n(PsCDUkr@iyi!kTt|V^-oGI35^ECb`Wf6eV+(T#N#d@EPRQSvKB#cHB)Zm)h zLA5aYNG|U&jv+@Jl!N7Z?O4tr1Ds8B>j#MkN%tY20J}NN5Y#NGzR@L;^@X(FWF(M- zjAu#Bz~CCQG59U0fv~dOymbo=VeODhTWuRVHy*c$2N3(U%`(b0#ig(Zx;456*h9!) zH#avLBlP{;u%hyy^xkGJsC~~Ji~D!HZ|}LZaq0Mso{Mc4P710Y@=5*V{J`H!gQaFo zuNbw^QtRWSNdx*P3(ooBd6n^>5+1MmJ$m!Lx*5j}qh}0d{~J!2Kt3!YLTYoM4s;v1 zJ1HKE2%?AkV_S6ARdkKXak#x{ja??;rG2&JJO<4)jQ9nG?%u^VNP?!`*2;WDaHjTs8Tf!v@LQZAk}Zlz)|}+dAyMc=2fYO3(*B zKjQ#U0dmG$Em(r^E<|UXhF!9qwe@o7q@-#MF#^=+*s-8J`+~u89SJxmr?*&-5?gQL zT2(Isb8ov*2kuceJ^C+iJ~GD@KR98^Ae`{@9ATW_65`@YOv3x0SC@l|Gn{X`a{hc_ zK|yq5f6txIx~NLE~_uD8PgJo=9&791IheM63UBVa%Wq_qz^aLFTxz zM+^wgU;?4_-c$0{W%u_K&pj2;BKOoI>9b6sYJ9`{U-8NPdnIcR^~p%sS0QLbzVHtT zFxm;4Ma=xO(o#P69TJu(ggGhk6jCGd#hrq71-6M;HVwMb`}b}c zqYJ?rf4#M;&i|Ke_m4E&)&U}U@8Ex-=BH(bjjLlf+ay=e7mcvL0j(t)mSZj3vFCWL z;vCt^`lxtuZVA?WBrhn?UojWlIZn%;gg;-CQ{{+IYQu z8r9`TCHw!#9cOeuSgrBGiQjkC;p&vR@p)QLwgq*6r8aj@zr6Amz;>ebqC0PS%cq=N zD!;<$!?5zphdSH>luK@3F7^1aY4q9i$#E8%8Ls{_$7Fq-TaYuTtKg=olQT%)`uVD` zFVzW--?Csd%aAULI>C5>}$XAZdJF65+B3(Q0Y<3Ra`yh zD6J&9fYcOlNJOR5Md-D)wNXo1VyPF9K%rb>_|PxW3{?^tBqfQ;1iX=X*p2CK5zkkz z^p@Io>fyD%QEIzA?^j{{A|rdgxT;)hOvDY_v!;=cgI^Ce&}{i~$m!bk>&K2B#k@wd z$NuN6B+P&@GQMnjqeHOXsrP5;|s|$8Sz*j+!{;WFPBDwUY^Uw7QR?8G4ElSv`)VZZbsXa-72rP14(}EKJ|w=Bngyox0>W zF}=&;$&yo=w@etI(am@SwPV}ujs>wOXWw6j_(BmwsP>O*8RVRcnvmFGT+&U z=#B2OvQy^16-4?Lko=E`mndjlbNUEES{LCCcRjo!tA(nBTs+O+KNS*2oC{tu+;6h) z@%?)9EL2leXG-8RNq_u!3hdq%5Y5Y%E^rYf+KzWRF ziQgO*$rgI2)6j5=zXZjY*kKX zN9?_rvX3^eEW1ui+!(07CVRzfo%gyCFPct znm6nUG@`BsTUY|<_eA(XAjTaO{45THnkwQCltQ2NUDiu^R=Jv`yk{>zYA@x;TE!C| zUcdfRw=C^>#kM!hV03lWln7=H-}IR?f0QZT{qWA}%hD zbC|0>`MgAs^q4BeW~>6qC7qVN#2DZL&5DWs6(4vV)m{ys|^MHG-eXe1p! zJ!+i6@?8jWfZMr=1OY=Y8%Y%M!_)-;5*jfQ7CGZcK|43U1`2`E$a>43tt;W;I3mfn>+{OGY~sCHt$mX+Tea5gF~5Ie$5S(1 zU8C4-eUuZ`hbNiNkJlWSnApR}UZK4iq)feHGe{L7plHly&cr?N1L<#cOw1;Cce{I@ z=ZIVYhmFqtB@(Km{N=UXkWdcIC@?lu7k}H{6gQIc7wB`ufM?m+-Malyjq0*IY=rqT z{lhRGr#~;h9oOTCU#hK7XTz5SRk`p@h{>TbaVSHz6hD2cgII*2S#*fFBDS!|P+4yI zbq1AXT9#;>64DNR%rrHv zY;9|K$)YT$#yMy6n}S~T6jONlx2&^0jtVv0ijEqiB+%TG%;CWqsxdjd5AIS*SH46O zbI==uRnxSR+M#*LCo<{D@TZ@?^sBS#X41Rs)xk;|ZtEqC=u#b=*`alz&khTPQ7+4GZTwF|K1)}@hqhm#? zFE*!B$G_;;gH z;iF}v+HOczADk%lxo5OX*NNLY{1^cMS}PNJ>cR!UjtC|B|N5D3`zcfO4r>?nS8-91 zWnmE?9U+G;ZLp}f5_`3r`^ivgFP;D%1PTpcS2{o#TyCr(7yZ3o7TA{<8HIQUI48Tm zg(~KEp?3xYk&m0W&1~%0{z5rpIM=Ov&-SP_8Fym9_qH4L=O;#}369Dq?lk7Eng2Ix z_{?4fauF`QY)y2QuhU;&_42A(LcmsBYoi8A6CDCi^7{2c1PYvcaF@7E@c)DKXlZGY zXT5W$1Rsn&s1neuM(i_nBFz+v+4UPXEL=D_(PVBKw69gkP|0}(mOFJVHJ```?tqLi zU%ctdD!-Lmbsr7fDrI$#K_BGx!-rEoLAs&Wq(T&BisJEvz&t!-1$qVg#{Z3kxdHW! zj|9Owu_DW#9Rz2R9`{W~D0kno{`+39c&A1gPvsY?QIi7u<(4Z*V;de2ZS&o$Cm5i6VH1uTlnDzVbt}XT;{=;E6sH-Cyc~{j6;0k3+w~9anjTtZ2FQ&5wP~JaZ9?6uoM$2+ z#^sdSfUt(HBNeOeRCSRV++;hvCVT?`#HaPgKmzry`ETjw^s?$Gu9uj)om= z;R;)z{`U* z;aw$0pE<>HX@TEWPv1ypCFmQ4_}>hlYoaU`t$W&8qRbfSo$Gaq1kKQKa^83C?9>Ms zgaDM_sliYOlJ8C5_U8}XvfrQY3PL%jGR3C|4?(#Nbg+IsVPDW(N;2ebkLRMJe);g> z!@kt*FIL4IcsoRWe$1fV&!pwT4oCTRt*xy^mp4HOjEs~$GK1-6@;TOem+g_Nci-F1 z$-~HE(%|1Bd+P349ZE}wcpkr@J)y9R;CZfx_mrGpolb^IGLeq~*{08$wQ$ZH(db#^ zQ5+b^t*OsNQ8XNdj!+uxm+8~L!R^zo@%eV|+GWH)7Lv4dtb6Ubw63>DLFRf7D%6*Q ze9TzR_IKRl_wAcoTYB&Exy-2(K3~{juBw{%SP)3LA`O>(GT2ATHmZN-8-A*9Mumkg zWqs+r16Jz2!>xpLv^Ju6?+Z-s%#<0v2XOB-;UGctAVUEopy$7;shFLa;H{Mrs zG#~Ei@xVPl=jYyo-hET5Hd@a=sFUBLO-njUY*d-Gt$H*z1>B+ThIS+VfWOmD(3(=X z^y~5Eer;;R?%l`7yE&3h!(JQ^@nc+NNY?5V1``}&>vVl}$JF6s=6MQ%yb#WCkbfT& zN0b9^zBIWMx7;EP?YWDJyx62cljKtl9a@Bm$ItHpWj15TiPGY3AeWL|3xzpwz<@L4 zt{||etVCp^q@d7(+uLSg%Z7Mu?cQ(H2l@m?Z$Dv0?LDxEgfa(SPaDf8+O2xt1wC8; z<{h6fdU;2XUO%ZIY5ncGzHC7_Ci*$#1{YA92J`7BSj`E1mbEgG7SM z1q@mgb%%VMX{jPXI*vW<3l|P8kGS^hN7|7Mm;$)PL<3%+qc|aF9Wk)ZZJngr^@;PC zx^?4@O+HmGl63$65SQW1%uI9)T?87Ny<_gFKMHKwFty`{#Wves<+mMQo$6y9=cF6( zSVC})3+}Jza_Wirn5={+Cv&TZYWm5W24|csSVcqNX*4(@8?7|ROD3~4xE8rTk$RCd z%HE%KR+Lsic|##cJpTVgQ2SED@^&wrx9!oE;SalaE?sHQ&>O01+5~c9$m3t)=x8QY zRBxebVKA`Q1CltI7QZ`JtCaVDWX8|LZLA*vAUQ2kMg43glpCFkmrb&JvS_-Vt}iY% z{GXtroG&;onp;}B2x4Mlz!>OVNQ}Te$#`dV4GqZ!H%dd#D=OU5R_iVHhy49UNL0?{ zQ{+p8hCZgTB*NVwN!dwNE_&c@i4XKy>gq1M%_k)^V(-(orJa4jH?&cRviO;7=V8@s zHD3R+a>Ie5h=^2jVb#>S1ZM!h6Vb%B>?)87FS7EE9vvOY{fF2VdO;H}sKS|xe|JCY zt5&opaEC~&$}?h8YXd@|aS)aN-@8+fzj)DvkuZcMaK{EZE^YKzKfg!5v4z6)?Z>RJ zjy-KUe>dGf5{du}X7p0l=Qyt$=u`eUeCf1>mDxcMUj2y)Q z5zCYDNRQ-b7X|(qEbq}tF3;|N{YAUT_hdBi;`7mGa-2B=|3)5|dgX)X4-Kv1_kCOY zJ&=|WX3t&ncp|_=;+Zp#wlQ{G_rs0Da!&*e+Op*2f@jYz#7w+;=T0*qv#2Nf>sPDW z+EEZ8t1^K!h9gWJtC#5!BrT-esfw=t4v*yL@6VzIPB}Z{hyjCu=z);ibxhg!Ds9l6 zz)33u)?72bT51~Xa@D~oIOCyn7eOf~?7^&Vnq34N#dT6v)9608)w~?0BvV{1!*#%v z+PO?v@3cu%xwmz3ykvf;tirCwp9#<_jGal|u_GJh4!#ITk)7Et02XZX$$J!kBios@ zs{G5#x&vZU(Co7hQtvOO+N zg~?y%&Y=P6dNMZY<;(HQtQUXm?Qltjp-WH-*rYfF1ywvA@Vzb~ag_e)oOJI95}9c? zTUyqGq1Q<$Kgt6J@ZDHIrnQ<(3oHT5r_Og-%x)cbd09q=nyP9!1PC}7f4&tPI+zDo|eM*QY$KHn^_Z7-! zJzF4M2=?%j$(F#$cQ51hWyv?{Fq_mP1*pS`**c{OFtsQ}9pmvR0!#CVL!k`chN zAP1O|l<}z^={!dn7a!%Trx6J(8Zs?--?~Xk>Mgz|K5U4jfSQFixzbH*(0u86i?%)L zzwD61*%>#fTye4OkT7&{(zKd%L+rR|-g$ zEy71oFXO>(>(_5~cQ3EJUGZzkl10msOg>*o029IcLv9SPLTYLU?IT?&#~H(C&`AFS zk5rYn_6eu^gq>w-AEFRa8j?t`WjK)%iN*&T6aBW^M0HhvH7hH=`GmCO+F9+wiChztrQOK8*>~vB%C&1nQ%_*wM2W(bh#2fB5t;5=1I~AL=COlu zaT6KMhb$MF1#^Q!Ikt#`&(1z!vZb)31Yh=m3EOdf1V4689x>;2`Npe9l?dDDCZUX$ z;Qm6RW&iz0C{8`T*NkAo`ui282Y2cwTdF##VJHT86$0TJN%-o3m4$BwZ3cWhJ6oFr zmVgc_PP)!bUS4}6B8+MDm;rU*07Ein&3f_vz0w4ALW5?^`)_oWT;dbsDfn4$^<@NLZ+aDVbFYP1NyAM@pMFklOmWgu_;*rXL(5wz|DLViJidqhyU{9Ru!~c_{ z68h|mm;l|-GDXw3cjqLhC8JMSieE7vAQ@MyW;p;5TL|Pk6b5x_c`fyk_qT1_st~Is zvq&YS>w&VT6<#j0$|CCSoL20We7MIAkE^$5S`Vo^7P9wYmA|YXh9s6LQ)vhT(wcSr z&Wh)Xc!^vMz&YvGC!Z=nrL&Y7$NM+=aamA1M<+H>+#_V^=zZgNzt}?A{)c5Q*Lmy9 z9{4CL_vECxi$v`66_2yBJlhI*Y;*-}`_n7j!S>iaIzF>Co@FcwB)})kbR@-#Kqzd zSvLLTkTDQ>ox1 zI?Hc(6!e{LKRbH(&2M+mW*{Jm2oKK@0l8@b{?v9P_w$*yZrOs#4~$WS3W*c~fN4Zo zW81k!Z3vDIgQM0A>qPPqSy{pt zBn9`*(mG#oLMV^hE5r<(4*mbqm7dAR2I@x_^$|4}j`8>ao{ zVxof5*pdh)GeKzG;`BO zBA`(H9crEx*7&^KIOE?hC(PM{+$orIF3au;MI|dQ+0B`g=J+OWbfo`=kIUViE>B%# zWcBpNkd66^&kBO`xvH0&hfMqC&*2kcRlp43g*+?LAi$=efyiSJiBlM>!we@nXu_l{ zEG=7xRneS8?_?H1pIM?zF=^}RCyFz=S*$!&yZqR3{weV~{JZSaisAT5o*28au*umBv8PnADn&AN$D5V=w>_6BpdQz0r)Kk^F8g zHt~2sRQ`u|US_&VT|u{2=G;9i>rnk}O87yrQ>=D$EKORpb!=VC!Zd8+YPNB2AOD`akucKPh_^}iKo?&MuMw^IG}>%en!8l@|y9c{hWU1zS6 zHM4@3qp77f`+Mp32ZB1%=s(D2Ak$|nYIpo3$#xu~Gkxoj=*Baei;}7BUdv$ZVcIeM z7MX2|TDoBMZ>J?a(yAz=h>Qx6BTEGb%uai$y7!IWCV9biB4R$(v1Hx4@3iNiBkLO) z?rr(C;zj3OV!>R*UOeb>@1)_bRN6W~1q3b-Y&7eX)Bz2j!>P;FK2wmA&3c)yv>lpY>w~Up@RtzL^^XdrisPw*^l2AenZ5Z*I8IqxAc( z&tp@M<*o5u^eW(8VcPgS`GXe*7AAU^I=ZTlYhEYOH+jaM%~~O=Mtj7F^&T}ka`v}h zc3IXs2j=!$4y5`1{a;9}WIIIHSzkN=4k=Txlp&QA4cuXZWQDu9SkT_R=u*AK#WH|! zV=aIAPJ1`>l&^=pgxS5W5v%=z=qD%Ail9KP)`P0}(k=Day`+zZ8zsGp3JOHfRSKe={vGyNvY00w)kC=F025u+ghcSX8s3R&M9h%uWOTjBu-l zSBsnq&VFsQ8qcN!_z|UL0)3F#ZF=cB=gQ}ZOt4}*dwV8YH*Nl9Tz9of?bV0i(LReO z+Sd#?d1$p`P-Iw`9mta38$Z0{X#I32_MG!QK`T$u=E@3{)IK?#gAy7xeG$){;kha8 zR&==CaE+xyU4{jnX}3FQ;4!{S@^ZhOhJywj!@SOxT;SI4pBxDEeKN3~c{`kKMQ=Lc6Y@0q!D)RBE$L)m- z6j{G)S#->=;wz0sOB-umuAAZ6_4^-IFxVc$8Rqoc43q{*#J2eP?&dctH{>@Cy55)) zc16~@MP!;?YF;=sQrY(Rs^yBpo7^HhW+@WilQrx$HW7?fzS z_rq4_6cq39pE!@AqbEsWSV0Scp3&3oFTbd2hYN+s^A%T|1!0iRRI5qzJL@C2HE#az ze)iM&P)m3HUCM7ROdQaRQkO^3eaA!6f0&uH!R*_qNV97c#msdg16^q*T zlZ$?O|Jr=t{akZ=tD5bx%D-ZLlVcC=cG&UUb)A>QtZo{IbizhyJUeF^8hHS53PkBB zo?DJ9aRueST3nKw`M?|$ECa3y?#L2`kTUv-;8Ru_+{9DQn3tN-dCo;M4TB~B)I|0z zg~@fr76w;-`{vEWLl=C9?n*F&d1RMjs!&cj=+}Xf{8w)8Ey4&i^o)tE{Pu15fCvg8 zbj`Q%IGA!rSa%dD_ToNHl&wbd`)u2n8BuhOHf z%}M%%@&F&1NjoH8*F-LDG$jf|6wXJq4R)p9NfD_%b#ni6+P^mOW5o03t@94$<#tMq zj13b#TwWrW?ueuv=q2!*~1VJ;t%&WLwG$Q|2sGLI~MpKi7UiRWECCCMKuOppv4nx z@dQm%#8}iW+H}`$_mR*}5#a+am7AA0e$=S9=m$yq@G*&{yaauLw}U#y>?k3l)QlJm zf5-$Qqr$Dc{Hi?xcQ&ls=vaMS<#b?z5yKmDbN%YdCwY3_Fjqa9mH|E9&nJHbzrDK} z>qjfZuepL*$(0jPjY+8i>#(^^dsM#&@h(;Sv1jb8WA7A>*nOM2*0^u-P}2t=-Y%WF zn_Mo7BfXr}4;DR~5j;pirNE1Fk~Njq@N_tfxaWWoh~MA!)O!#G28a&e)2F^TbUeOH zi?*?fOa!b+Y?2;qwEqJ!DL>r4JxVQKckD>Rk|veBYS;Ne#5TdwblaZxGZJNfb>|^1 zVSnQ{v9kB?j~_T7LUJyve66X$&at$$_=^1fs{ZF5TsAS^h7sZ>l04u0FlTHbu1r`Z z6w+hIk4Kr9hAJH`YE^Qh$VJ}tWIU*lwe2*O!GlY0mxVcOUE7wFqfzDb=4nICwe2z+ z9KX0v(9n{uT(hye+RX!-2Y*GV#aDg_LSr+4eXtOPwPOX1*3Cik5!q*FohU4*ZXPqo z(R171`YGA%YrG1)>n+3wH>d0FdX~+Y^rB4#kF&EuGO`{&7CGs(v?}3eV6zCIB26)K zYi)|WqM}Y&RcK7%5@WkNEqC&ZivN14)y56(@3XYMOTgNd^*6SJM3uSi_l$mx8-lcW z>JXZmT)L|xL%ZrHI>|S)9CY_S{kDNO4a(*(am7O3bk6GBzbKRLB);q0f2p3cYr?VL zR~}?peZRCzai~kU+Gx|x5chY77u$!#zs(QH`&2wH)#2i7ZLk`H$jA7zn0By%`~?su zPL9aI#*-rxMXQnZOtm$2YWI`^S*^s|ifeis{r+@W<=5wpnG;t`?)dE^*)whPwgo@2 z1=BTHgx$Zt6~Q1jMp^>|5p<*+R0G$K6Z-N5YtN9Qf!r=ARiYD+yQMJMbo(!lW|h-- z9KO@u;s3ZtSS=z74trGTd^A(j6coF^*K2G&efHDpekzPd;LFC1s})-`W+eqk{OV5c z&aR#|!95>vQeaI|JALh11NzL^aqAUR(!B3iZLA!A^{|V4ik14?tII4`tT@9o7vzAV zNS}&|XnHe1v+U?!*fQAlELDcA_;LB;$-*Ph+S=B9?2}#S&CuY)QpZuR3qL%_Y^P=h zZK4T62-c_^KYP{c)o+b2iTmh|xswjKQWWthl^sG;N6#I?SjE1kDUM5Ae^u9f$PN#f z88N$k(K-X?)86(^R=NsxrAPNlYM-0>=#A$XhpB!0CL3ILY`(Hh(ely)_1c6(Hkxd? zHYRcDIozp3q%7LREGA0!X&ROAWhsbl5EVLL(ACyn#VMZ`A6=@I|Ehk=)_tuLSb4;b zR5Bpt^VTynj_f;n^n8Fp`leGE-5gU_T||)uSl;4imU6xG%Bt@9wiM8`na11?ItQq& znvkNhr#h*x%-X(>PK^FVb?Ww@UP8^4MH%P+XYtDaoX0K&CFjfOwwU=y4x2BiT>7N} zby{Fx@%JdJ$R52b!PQ`KsQ1me{e~QvR$bZ0qS-ICutu?Qozt{D@<=#=udD8@@sk(w z;y9M9)VVZIxg7*lg8@UI=j)sPz|XQnH2DdXXZ@S2@wG=~g{8|XXF7?D9E+U%vp>}n zo!8h{K&Q&7Mgd^vpM(OI?hb~l!E{%Q5A_rk$A!#q?&MZrS4qkD46IDzwl^>U5q^`C zGgUnrs~TgdL=PGf8G11TA|?t8=f1PMx#ktxBd(qUM~~Xio~`ek9!LgM+Lbg}p-M3B zX`SqMmin6*8jFhN?36!U1fg-|o%Z0xSc7c0 zh3uP_*cfFl2*S>*x6-LI`SSL8Lf**r>+bQh4PnV&7|_~(C{k-BsIO1B)#{bB)@erv zeO_&F+4 z)-$~`{1CGfYuy{2;zW}p86gIzdE^MfqGxFJWR(oBVwM6w!8A6~5RPyFey?MudjOp9 ztNY>GpauEjw5@$JFcBLMWleS5B~zj%(mH-$k&(5YJh||ID1GMV>JgUw0p{LUy`q** ztf;O&a{Tx@SJ%@4FVUWVUi-m&@{Yw*C{j&{Ndk>QjYl7jWR4H?^G$NF**&^Hu3`sB zt+UB`sm(;>)@sH1S!~<#F)JLJmMhgadoM>)HwlUJb=M!yUW?tHj94ml^0+K*lgveK z4z%XQ#abb3$xCOGrBk{~w`&SQN#jOYv98#1MZ?;7pHG{JkN$WhZ_S1cv!+iMMVtbr z1yEmre0^AByLxpsEhs8R?Oi$}M!Zki>P^GeV*=0{3x=>37CSM27jUbZaW zPixMVh}ih?LGf|og0sS{{>|98iNr#9ky7`tC#Y283)1_%+Aq=-lA@0Q*_T*Ou73B; zn_0memJeEgh?-dva|!RhaN(4;4j>SFDm}fNo>u2H#zTOyJt`9&+jr*lQXE5K@3fBP zM38Lj_@&Zvh_}f!4yb|<3Byxma>dB_0 z#pMdVeYIBv^brD=zwzpYeew^S7@Hm+D?0wCFJ7E!Thv`G&aZ(ve6NdaiI~nskBFa7 zvX`P}SqqmOrlGXfnhQ%O)*tzS_J0r4H`&m(PCLCfZXBkkM?{ruuU;Ijb8XX%NtZ%X z!swNz#_**+7&IYiO`OvO$X}eKvS!VJA8hBK?SBm=MVR1%h*FYsFjylucij48EcY3$ zB{@eTd^EEHujB6vuM3;~I;i)Jn5;)Z8Efo4t3BciOC{up=q(&e?FcD&h7_o}!**8! zAT!x!=Ivz)emD~lV~~k{_)nSkE=40xZU3DkMQGC3uan)p>$6sJV$GO3b8 z-QH}ozwnvz2V#aoK&|FP#^}bO`M&L1T?D(G>w~}Faw`jf-V%|m%=t-3!id@10^Le= z_;Qk$&T{R;^XixmA3Age00_EkSg?>N26{qLLTKnMxwSjMe5I}58KUc;0+9O-PkE2s ziu>onyQU{0@7~#mTYW4qS1q%YSEK2W(fUz)24c0L!GqAb>>*Q02S$!WEL{p-!GKrx zL%{vXN&tjuSiWa|WAE6O;*-vL=`u0zRJt1LwS2@JfbBg>z(E#s;q=(A?1-p zQ%&Q-`6QMcwqU{l;msM_DT4kBGA(yl&S1jBJ3P5hZMT60Yt1-((&ucz)~)v=BW+0@ zHM(Rm!lg^#OgqPNuFmQGWqzwOgp*>46Y%mpee5jIxCcfPr#36j?9vU97nq`|W=#KN z@^Qv3+rlVu%l&bARbObWH*kCt{6Lk%b&B~wR1z}`{pg7#be_|;f|_hG+1xq4cZ8kb z9Lb8#@IaHvKJI62J!MMK_%GPw?%lsnBKf)FcL^1s>n5qCCH7wf?myOe#lLUt+s|i3 zcX6@SS~o;06n812KZyf)!G!Bnah%E_a{R?GoxVdvaE9rY2CEZi)CVLB=|e}P&Agn~ zOTj>tRfRw{dRn4-w6>m}8y7K0JcB|fqcbwf5lv7=|B6oGz=2oDHo=*E6Ept3tFApv zu8SPc5L#4*r27;BZ4(*=6o@1f({vjt^_N!opw8uVPD$~<^1lbQu=<;>_(3XX;Hk@3 zuIO3M;TOgiD^~t$0q>cw^@lhN9vF>#hYA&V13lkMw~;QrdkPmb8pPrtU?B7UpU%!c zoXR|n<3}#BbmfqmsN|TMPEk{#M4`h$wHwLgtfJk+#B`cr%;c@{R;-h1+D7O)OI{{p znwn(H&{)Z}Yp6~&Xd3O>3&=Tt~ATkRJMhQ!mMiJT_EVBa%%b6VJtQMpAX{J6htJjUMQL# zW`0iVG&n9O5TS6mLRry3L*Of~PyYXKzZ6Fn(H88V&Ne06o;|jbP)1$|h}o_=MN(RVSvCRD&rI{=CNd5i zCfcz(qTE0o0^-zp1w#Ru&^5Ts_HU5h^jPP%YCFUzuH~n-wqkPYi3@NbU2$V z8Pr+Z71edGneE)ex`_nf^mt9=veK*Uvvjoer_U`IEZtton>*K&(``#$dAQ-;;*Yl{ zKKZ6asBNhP7RYUtAp|=f4{I6V+DQlXG7E zl*H_UBXM%=xAdP0rFMkU^&y5M;4Z9cU0q#rHI=@;zD!+GvM3>(Ma9zNSR?JI>RLP7 z+tg{Zmvdt9jpksKZh80gzQ^F}fkzOVl`U^JnOEh~@w=iLVYS2c9mz}?83;;XE&w>R zq>?Yto08JeM5oVu&K&$}3I3}M|7{BG%=c6(BO{|vy$l#)7=P90(dE-Pm;`lAI~8*xbSbH(i91S6G;~<;atcg-&)+o!*v5W0*FI7rRJ00aSn? zeTVqx);7VyyjIXK2dKLn^6S7 z#E?9?7CpVaCr_M+eSCWb+*>-_Tg`4E`GfR1vm)!(U4*Ye4xg8Jl|gp8<>bRCRc9Gi z<5bPf@y~As{B?+ULte_B)j&OHeJmWg*o;FT*!j0R6C&l6Gs@I&Th9{NPv4e#bFG;i zq9&3D?ugaK+-DnRmNOuL7q+{8ifGfooiHQcCir|8cJwkgF!WIkB?^xKx{u9Bq1ect zhv+2F^KExHnwJ-(P|TKZA;o|}Y9@!XFtG_@{#W6;^wyV;rCi?c_lgywDbX@ z%Kj5GzP>%J5%iB(vB}{5sHiH~(x?hb>Mmba2P^d_SFw&>aDVkLKdInO)2T-`$O4^Q zD*7a9DSCeR!(=$$M97>npr8kaur98&IHQW0{&hVr`QHOMA5heNF~dmoIJvdczKtcw zo5lW4;f+>x))g%wI&SWTwJMli*<@w$%Am=MpWd~o_7ujz$lHCToKj>U31ys7XcXBh z_u1fN1*N4XZb!eXuSc{W>+3WI#N3S`l!-AjW7j*yo8w?iq{p_qAzz| zLTk;Ohjit?=mZUDNZ>+=OBW7CxqF!&SymeGh^hc)Y3RIM890O{vwkF7_erx6vDX+K1EW1_znjkneelTR9i-H=nRwlN`ZTKYTkFi$-Jl zf;hGjh$*OqnY8v`1q&(HsHaGIkO>t}T|a(93n^;?UC<)+6C@moiZ0I9)e zqt-eud~oe%iA5MsHc6?>ojh z+JuM2IRY^UMOMXLGI@duc#^`PW#U86QY1=Fo4oe_|1#z}ZQc+4PM#Gt*hI8JzS-lP I><|0@4Hk%}H2?qr literal 48223 zcmc$`cRbdA8$NuIjItB5vYJF>g(9hxm5@EMLS!V8RiToyB}rB#d(T9ukP(%Uy+`)Q z$a;?JzJI^hGk?$P_5AgC-FLopbzPs&`+dI8^Ei(4I6ncG)h^KNV%tR^5NIwcDPAEE zNaG0vl7323{O0eBk~zLnIV$PhA`ob+iT@|5ad>Y*AaD~dDxT50^J=QcO?Qu8J7JEU zk&^z>;e;nlBzv23J9DNwjqD~PO$1FF$_#=;<-)*1+p#{`Z%UUwZlSC0X3dl#-Ht?WP1m{0Uz& zI%zd`_q88ym1(G{het*l8ynSQrN3lx3i0gjBIUfjg5_slk;ivsB3F$Yj1ZO z`uc2PVPV&g(%0JUsaP znqHmMG&0)USXJa+8avuE2|>kfX+Lp8w{g1LGse75!StXkXK<7C})Gc#wt z1hRbn`qgaH4Pm0uPuk3bm7rI^rG9mdiHSLO?3ko|r{6R!m+YPK=7h4U@2^jtrTl__ z@Zs!3>d>et;iE^ZTy-+^{pqD$r&xUknwu{RMHy&o`_uD=*X=*;`N_EP`*)qomtTll z?kbdV?Ehr*^WC+st5>f|NJwCJI&NOPNELZ0R{RF@>1}LpbApoDrYlJ)gJ`r0H~r1t zvXkx$7G7RnyrC~5B0hWkogb>Xa%J1YG$JbM5xtpcbQvGsM_O9C!!^tJBfWy=JC#aT zRTUL|rq|N9Q$s@;3Nw{wD#=D_6oIB9^e9i~)*MkDotp>&P)5 z8X7vcR!BmSSK+SorBz63ah>igz`A4K&iIl)<2dO&+7P|@?{BqnWN4`S#;TKog2JUs zm(0v~pZBjFIed7oFei&t>u97;R9tlQzU`Y8-kWUf?16!Sw{PEer|7Hj38vT2w{A&1 z7r44xSy_3zp^J=gPmNUi_x+$e`>w)luc?@@&fw?C9TQ(PZYQUbQ))6)eN#)s>|v&xslqsWQxIMaWIA_cz| z62iLlmbovEHpWc2{QDfRrwE^O_wS$7)YP+&XzlyTz1lO4bO)A}mf}hf)#TeZ5p((Z z`LADdZJ$Y}iIeBvSg02+^Ie(k+m4Ri zBABA;H|GX+JgOcLZ|C#l<>mDr)gKrbh&%07Rfr`JHZGI0{dKrE&-H0(X=!Y1PfOB; z9B+5ZgyG>~r=hQirLBgyB!u|zdop*L&pf2%OifGsfc3|5u(zMS{{6L4iL+&0*a1b} zmhNstP0d?B->I&xt>Nsqw6v(lojyl-PEnC~vHJS@RmOn|2_0Qs!bYV`JT8BJrM!Fh z?$f7FZC{pWdSq}B9vU+6&tAS{ z+p)v<-o1MTH`;mqkVuje6Wh}D^2}>!aUyhd+LxAGOicRfqlD=YDyeft)frRZi)ZhpR>k*Qe?v#c?$9Qc}xj&RU&s-@aLk=?AuUe@RPB9Bj)l zprxf9q$MK|{B}^4#|%13(a_L{h=>f*4hsk}DPJphZg4_W zl+lec*68|r6|Ri*!T-E6GOR5@iCgJ^T3^nAjq6nUcQBlIh{#dcyI1XH*J)H8||5`EiE=~G93eqbQBg_BmFt~6-tUp4`59Aka~YHWo#bfR@3TRIDByMu z>95q`;N%oIdbHMJfle6#hPt6|V6gkjG2hC$m6esHrHu(fMPgdo4LiHC+mlyYt_nmX zoP88lXTg{fTXD%yD5`qkDVum|4@tJJAaCeuf2FT$JEBX8_|7k5Vxo>2SectIR)=xW z9^&Jx#!(Bgb(`s~8*ucNE~ULQ}=oO=>N?PRHL$WdPx)HuOKo_c*5&&5-T|Sv6=uxlr<-P6& zgnOAmpGKU&a1yZ$L6LfEG4k#;RIg#j{T7e_}%4$RO48<4#IUjrWDWc9dF zns1l2v}E08I0|FK!WRCtrnS|O5O~RAr|^%jZLH4!`}eP7xzd;7#*G^e-Nh|~QUrNF zA}Zs;Rl4PW*EC zoolIbFx>6=lP9~{m>h20U}s~yyEv*!djGPKQKL-nOdu(t6RGRo&Bm^-_3@S@0i8^0 z8k)$kFg8&Or88$p6s$+SMc%)E|JGR3N9U1CC`CQp-6$J(uG@DPYh1iIfg%t55%lzF zce$60Yj9L7_gtB!Z?mR3~wObVR8Z~@5fHjtQ$w9&0TTR~nF*qIc64n1^{WiUCgO;u8dd>FX0O0iZa+gKqxx^(TxYsZUaKOT zQZzE^QH~N~p!B;|{qWS?rNajf?BroWsN;))VE{0V-uc$8$<{O-b93{+KvdFib#*zv z?Nn7&w}uco)5V7g{RaKCT=!-s`+T->!!KpsMGFOlg-r|%r$$C1U%l$??w%SLs1!Kq z^>69dFD>Rk|LM}=VtPt4yO{Gycq_l=Ko()_QO;Bl5kGaTkdqY5CKB#B+$W=xUx|#1 z%fd$VU02o6(71ZFu((+F(xoRpzj-)0IcXoAP5zlWvkX!#WHOnr-n> zlb@Y4?R3+?k&=Hv5x<^WSZI}_TjbF9)iqk>U0&WTEv;YoNOmakU(wZN&9czd)dlXc zu(YhujCuB~aqN3sQc_ZmkwlEw=D*vOzBYa5NC1a+HBJAkFQPJ51z zkK;CLeagI8b`tUf{(IzC_v_MeRo!FMH=Q zsLaLlyrDO{i%Cwk6UJ##aClv$dm0*^7QJHm2zPRdIcFDCq)!1g?ds~T}W zd-iOF$wBPY(WBpf{J8So)XdDREz>AaHMlbrR3|StcU5OUi=v8(insTc8>6hkV|i}Y zefy}i?Ok1$>FSG%iz%<9@5Id@SzY^1N>Cyw&2iR%=>eeuFOJCRUcK6e`$v%3>1b+( zZ?|?Krb}-tckJHB#s&IE?<&?aSjWdgwtS zm>TFl-u-L)E#ip6&bfboCjq)Qh%0A>m8%781lL5S{mEN-!`k|Iw2GYvs2Tp8yT!%Cy0LzbsJL9tX&u!zHa4DHFx!wOCD6;@n)z`ePn^gzsqhA30VqgG zvHAO_^}(z6$;pR)opJ)VkYRI1Y$>r4Uknu1)lq0414e_O{lZQ}Uv=bxjl_b)NQr`^ zFE4+u_$+?nUPF>1G?Sk@_XRmPKxP*~ew~OP^Z!S6Aws)m?`B0hf^{`Y$!AVdLVxln zPFX@vC$`Yg&=89P9-XWbedY4ydz?B*Auq>&{`f(eah#Ppy#tIgBO_xk6BAa&ZEM3l z=OYb4Uf@3o2uJ;VFju2l&I4ax-vecg!73Ft%kFB>md8Yd|$>s;VD7*A|dwzHl-SlvGux2dW>Dlar(5 z0A=Rn=9W4QosT&H#zahE6B8$IjjBx5)&%coPyqP+vmGtzz!g5fiOoy4BTR;q36d89@2k9Dhdd2a&`S0q@$y={_o#i$O|4G zhYlVD@_Zt$()@8_bEOZMZe(P{+1WYi{4;6y1^$@Erp88ljfTEHIVdB7f=_+irFZY% zEgIcmU_ru@@3rpQOTkXyc5SZ9972*qk=z76(8)3em#m@%83BdMMHRdZZhh{Yzpgo1 zPyMI+JLJ6n<)c(s)<5?`7D2W{;s?FmumoXq>;H5=!=Q+flC1a70(Mo5%^qh2YkKU+ z5v=Kx;Nb1)qP`%Gle|GIBn0anShy;yJisg=Vd3qC5#^(i-(=JdhP&?wM-8F|#pR2B z@xrje+iR>TmWzuE_l8f($;m;r->`gr+UwhhGlBwN?i7%KPC5;KMjZXH&PRZd?c6yr zISEOL|;yghMAahK2NOI;>FKuG!pu>JcH+ml0B{EqYT@}G*XD)G`&A}$Sz zZgK|AlMp(0zpiu(!4-b}{MmYY3}<;Th!Sv?-&bap)_D+A{*c;ZoLK^)XJ_~S8cO~@ zDQj-8PF!z-s8!R@Fx3<*GZ?fJ@9XF5G{^bo{rhpOG!hgwd39wakBp1~k?oy9b_vnN z;W%@%ul$rnEj>;H?p<8Gz|W7&=>mwNd{`x?C&dvVp_#5C;ldsyQb31ZWvq=2$`hs6 z)+P+r_#H$bE31P6OO5JxfFT3FFcx-VPXMT9H)OzQXdm&}6(AT<&il5< z>~G#wQ+uX~`Qoct4t%UYV{aaM($1njeec*pvnSylBJlundyCMG69K|yGDju5Yq zuo4q_$$eWsxXsqq)dUquS z_@L62kCzvKxuBqcLE+@dlZw2d^&>cTfKm9#FC;>X{o{U6IxQ_N9Lx65P&ddu(t3Ko zXS?6|2IY8f{@d8_bhMU?%opIk}q?NtBbE~U&graWP+iwnj3H!RCH%Csz#ezJuG~Ob{2Jmk` zTpJ427%HTmo?b^9{y-k;kO)H zoP51$*sBD`?B0H*xnfqyo88E1larGWbZ2`$NLn{@qgvrQ4~FX@IqK`%UcY{5hIRh$ zY{fQ|!g%CPBzno?$K@&OYHR)c{edVNVr5v^#R-auZ{7@7`S1QuHJ^}wz!D9~Y--BR zuIuw>i`Ga`?Ch|2U}_)B%KX?Gy946|%F0UIKR)U_B~JPQ zety8Bx5>%d0N&HA&D{sECk-z|_{7APz}IfxyqU4P_S?7K(%Wgdxz50zAwxb_5X^yr z^=~eQ0|N@6EE8gB`R}xRdRRBV|9=OO**!DIwe6jqb0Z`7MqWbJS#$eJ8d5im4Trc7 zL{em~z8fEp{9SQ`7ija}t8f`Tr4%P#-ofczSsue>KG@P8n#nqG(k=qMOCR z0(n4?s~pVZt7c9J38BY^fLXmd?e*`G(aw?KVO~ByVuiA(W2~K@{$!T(PBq5L)YNgR zLxd>jjlbcp92&%Cqr91aeLBEtBVx{-b;w;)Q`6nu9eKmj@<8C1KTk5+aI*5O8gV3Q zfh$hQ%96<{8ylYn=$4dhudm04_K` zk;EDDHOmX)RD{L2}vJiu1=G!EJDu*JM$xADGx`(|cl0JwpNH=C%Z z?W>&2puGeKf5%y*A|q8hbBR$XYI1toNKX&1U5kC|g1|4|8sZfdUD#Y-K@Z~Z@-p^m z67s|W=NE<$a6tCr;!N-#*}pl@CR|QTN;+}k1mcsXo|n=L91QP+=!TZbN+5*ZBNGMx6E1(|+)aqj^Cc5zJNB^dBi=wza0;ac>q^|Wjny1}ns5;O+?gwMS1`NFyz($Di0bn}Wp2eaa8^$jswF-O!(cB@YScX9G+>KDR7EuAwb3(>DOKE9k zg|aRsBja=91xHjpvIod9E;$R@V0W}fi=>1^rhb9#%1n=wlT+H&3`X}&t)t=x4~_yW zvP<4%avw43e5)L_Jl*BCz2#*`VulbPxc ze%!NX&kbAK&kR$+5FTuhRv}kFmmlw|kWiA;`qS> z1xNu+adN>I>1zY3n zicjY``>+99kCnlxDK=I%GCBo>fgeF$i;dqaKYsQM@fQTiN__iq_k*3gGmSos4h`*L zW|pw;%;%JGC3Yx0Y#LvRBLNu{+MT>J*B>k6mM!ih0{mr?YY_mc0l;i}YHDg?qHg;r zAzrhel))VVml5XIoefy%(N-(bpeDXwzpK+NgDwd3F_$g?^%4pJs01+ zd86`L_9Q?5=iXkf_TB!E9`X5g*tuF+jUwOu{Q2|3Gd6$vyK4)`N`o1!Z<3PCEiL`+ zli$7-VWo!tOYVE0bDxA=2T@n(=;%0bx`W`d2S`DbnVH#_oTjQ!9VDsCq2dT=$ouyj zYh!U8N=|4AYHBWy)JF-4oVcN-6;V*|7dRFm@yK%u3f&+&8X6!+lNuAFGRUuAgZKLo z3&`&vrv)5RJI@-t7TqtRJ~ae<2TYD0Wm#BR)M@XH$Mn!HwYR@RODHzH31ryYLP{W` zaGOhXLf*!ipbt>AEBe2o+YdMyUqbh1*76FW2xG@s06ZWNq8ff-4S4r%6iJSgg9B?- zs^0z&O&%QCZPaf2%pw7OBoM6VZf3z^p!$FSDur6WJP&l0(h?F9GBblDS#uK;6_k~C z^C%{@&?_LrcaRg}Z#_Vs>X2GR{F{C#)0l;D-tm3~0myve{8QHX6FOzC(`>GMXq++z zfd7<5`E^1<9GsP0!MfppSWW%|2U1c~w^aOi0p94+GoTmrwzuna5AF&o9suV$oGo8P*rvr$Ujy~K6Ky!0+5!+;@Y({2g3~x zy|9Ba@Ej$eXRFa=;YSUA&}I9}W0J4q;lqbt0eQ2H z92{oz^TkMnb4)8q8OS=%jZaR>-Ce4!th`@80%br8%bHkPdKal1M3D2ONfw9H(%-*G z2ouxOJ=d=7AdnFgV+PA3duwa!TP3=FA;9N_EjDrA+{l42o(2cIxwu4xg@u(FUNJG5 z9UYZ$8E+1X8>p$S-f_ckj3@{wyoXO9t71zZS`@lH^a_ST?R|ZHEiDWJXSwPBLn?bp zX@i&v+){v-j!sU6w{dnIECcVdJFOE#i6#Ed`XETh7j5k&&@-KIPT|$v-Cm z>rqC(*VV0oenhLd0y)XJ3i?Pozd9b>fEK~hOb=1szhk28$h6B6n~EZh?iDE9DW^e2 zB=hI%Bm^T;{yT=_6BGN`*#!gy_E3^JI5-gX03l}f4w`EJuA0xE(Nq3fR~Mkf-xPf! z*((y|cqAX4rt1Kt_%bsS1<6KqL8@}Ud$;rVZ`D^)Esc$;kSg@Kmd&pjRjLtPeLiZ(j4yzv(J>qHLC#N=<`C?Xm4vnRQ+39 z6PJ`Uum56JJuGpvo04W>`X?w71s#{v$&);O-YKBN(4eb1r7-vm#mVy zdT?+s8X&I`_l0xRJ|w-zPacgdz1bsex6ldrQe_eM0QImB5(~=MGnizaJ(CesUH&hI z-`d*3wje}_jskq>$B&zS2x65N-2Iw=0Cj2rH*0Fn{zU8W5boRwVljL&(b3U7e&>TY z_OYF}2z7P`wa~xiX%Fa2P}RtN=jR5_0x16o| zS$1+WF_>mR7Ami&?KDyVwYIPrCdzD#jA&$=nVTOI6#Trm0Z=#g)hp9-HbUu+V&7TA z4m$}4s(sx14l{iNTefO=F^?>by97=W*?P>*&i>`L4MCp5m#i-U6=h`yzYnI#I2#<(>qE!s95iK1(p;?XbML+l!x)OHg=6t{OP}4R(K(lmq zb!DFG1}#Ff`n8mp+IxWo`r6F0>70kRx^(L3gsx>iQ7+g^b4RP|7e$mcgMzXr=iGaV z({xc20o2-#(Ze^B7R9!D(D1i=vxQpvTGl-=D=RK8uEMI3O*9&-bDi{ld}d}Z;vC}3 zF@wT>2B`9fjHD_d8y`M;^wLGIzY&%Ad{i=Yd^!x~+9rLejH>|>uV`xemvRtd�*d z1q56~=sG#g<9%p3r6Z6yqN9me6{0rM2NL#aZf;YYZ7M3N~$fowxu8bc!dh`!UC@(gPwjwR)f_Im!p}M0}8^kIy z2yFyH+j&YN3Sx&&fINfDX6DT<#{;ws9kpBIUgmZ5GRQ~=fZDK;fa0jnGEM7>1yVxH zv6Hmr@7|r)){bnn@<}6XJ5NA^xT>XPr_sNzx>Oc(TWNs6?T2vCN!L9C8=T5JICY}X zQZ_O|5rVf1paZ!I0R`YyhI0>)5BsadBm3?>w9;coL8r z(jiqQkVMTS#><3+hl9nuBz8^e|Hm~6RObD*J8DDx&H`Dl!S$viQ!e5NHd8cjbjRw z$%Q_AtHX7xa zol{VFP*%3l5PbrKAHIjLW;s$EO-QGv_b=47{Yw_+)xIE?Of<$LsZ783m#n!gNZFDT}+_`h^+)jnVCr?JN z1c)9#-p_e~lFH*)=(r)();hd^kRettq!n3NTaTk@W7p_-mag;=goh(XU^aV+E*nBz zl85JhrD^ep4-^y>nujAGu}j3*LteFR2KXAT$%=OSeS8th0TYq*^b(LM+;0s_kV`kh!=tSR;% z-Z0!gf{2!e2CYt*X&rhx8ny!i={Z9#~&2lq7i%GD9W!Sqy*h`W*@!sK1I6U zoCI&6;y~tOKib-a1O<`eA;A%4gP_%genD4LKf+ zx%9}#$a$HVnD{kgVbNoHY|rhNZSY6p+HQA%(WV&5;5rKc$5n#^20n>^i~_$36yF9O zSOr-FBR1b|h7N)E%eelO$>yeMKCN1aRHBZ0VGSa|i~#gv4EGnXzM<>48KGV!i! zYHDk3RaI9nDk_4SSBfozLa(Mq+ZOm*A%TpH%q4Z%-7f^dQo$P02>8FYK3l<{04$6n z_#530qHr-hOtc{nR8tUjtdR6{ATaaGm(i_`doe^_Y_pgQUfTwc3x5}!spw#VPJ_m) z#!CN%24jC!6oMWEQh;a)adAs@1KZjP^`5Q-48}#A>$nkciRDK2(f_#I;e;W6UAcmG zD!{AAi4*L9_aj%4q#@Yn8aZ8VS%|Ko=>x_25iMuf^XITaZG`ZgMF2us0$Z@XapMTn zHyk)H^oz+qwY9XMHS-Dx1pZCb(b6(R3%Ag|D_bU^$sFAia42sGOh~XeRgdU*(a`~M z1P2C!L+{$X8#c{_m6aMcuB%zb8E@XW%=Mpfxkr$x8OUqZT8P(P(Dxo#^-R`TNJ|fze7ZMlAnnoirHgXHbCX zfx-zJG-U#6BACD0OEEa1?12PyNzwznp@KkXvU9o_D6<;pGqkZ6-1Kk*G`3R}w9$=S zt~t6(;Ti=r$#J5mgJu7b^^33kTu&{maM|X6HPe4#{KlY0M${%*Z=tX6j;Q*AoSc-j zG|kJGJIcL2Ja|xrBnT2zV)kVhDggRv=m^7RP*tUXIw&Vs0qKJ1XiNH%nhQ(%+d%P_ z#qjWOG-JULVV@sxc+cVr3S`sM?=a$09(%iWQ@E0kSM4KN>6J0xucHoXmaE}+kJfG$ zhs?dMsIe^Ru(A4gN2`7oy(|=Wcy;6BO&5j{olQ);-jh>lt&hS}dE; zEdPQn$tPG8E8!Pp7Sx?XSo^FkVBh?!2e|#^#k~Hx(9k@CVQ5_=$%7`yLLC1`AONYSwI!DV*n+ zmoLrO!HS`H`F?@h?NzC+@V_<%1%*|Qmi5(DmyWkNUkO4{9@rq-4~Gf7pDjeO?HMU4 zC6GyEWIh0P{IC{-i5`K1wTGMuQ2=U;`N|SDv?E`ljHnj)(J!Z3tgg-{!7u<62yF>( z(v$L!dk1&AkPk&4gl7n#y;|&IY|kW5(f4Mv-<{g#T>C;w&{%6yl!WMyt{=<{s4rFT z;=h0U_5=P;=aDBcX$5{kn6RC6=2v+CH?`61mtjrAN4D>q%V9r{9o{!-8@#bC@eIBe z2EOxfOaB30f()kXLB3(@o0(RB=#FS~dPYXi{Ks(v57(^NpJATj%1V2L_Vo0(p4=bz z+~>sJGRE`zdV9HA!`?WqjcM~L4{6x%?t3}@E;aRuBJZ`dCR5F31AYDH5fQou26AX# zqj_v6(S@XzcRN{Fz2Q#buw-SuK=ks9m+lN*YAPxi#3gkkb7 z;{sc4M@L5&m;ChfbO@nfB=Do0hO^_dPvO~0(ojS-Ez)MZ@cz01riS17-lHK(sPyNY+y}?E8BtB$j(spG)r8#ju2-%}B zlfV_f`&7tr;t43_*S>!Wd>Ez+LAdsIq<}BiSq0@U- zK|z||mf+Z;y~h)(1&sEvqM;Fk&ND=QxHmfhucq)Z*856RZjjUiQB2HT#xg{%))|K0#jL{V~xy%CIJ`+Tsw`mwc`Mc zsP4FQg~vrLR0gB&w!JLg8)FR1>N+~j%g6oR{pob8Fyf zxiSB61YQOYln}JhgGzAP-lV4+8W^C{G>8uI=-3z}7n4#Kq{^G{4dK+5mzOi`+R5YB zQ=^%pWtViKuwnbr;bYp2QA?YmhO|Zer+0Q8q%Z&16crwR0+wh9m;ixh0{8CUZ2J0j z6e1l+y;*ufPwB?-lYZ!|Ko313CI&9~rzPo8{~^ZJ{MjGJpOCxU26I+bQ_D>;QTW4j-2l{3HZ z(!H*y8&Y14d>02$qoEf;1mHMsdM_$U2i+K8M{n=b{tEk!n-UbPLF9m50Go~gPfB$*`^*wp=4NdZF@x5qx5Hl#qIW7PV9GD1sFkmCFD1$wM=;IUr=xx4t7{x7QusZ%xku= zz!1ZBkW=GS6GxHI?}On9T9@F=asSJ)TNlrhQ*9XqRj>7BEuue^mYNE)z?}=PVq-B) zsL0MUt^i*%L|axiHkeCv;4v{VLA4tJ{ltMrrxQj*jINvpJ;JAI9lZ_9D{vslF!s`W zWhNG_R7A$w4Qnu#Q+Hhg^T=t~#4Nu>Ah+yHzB<~oH-dtI{6aM|_eiqw3kq+$1uYXFZy7+!Cihb2dZusY1t%?yVB91gSvwX3ngY(+{7@xf%Wfl)&hi^{b23-S-JLyr{_(BpnvT-;Gx`&g0J9u^G@ zJ;LWhxog);@f*)yzSRGZ>gc57&ZKI6ledm?{`T`g%@ro@gzWqb5W?i-m90&WDbxSh z@k%i*dHHfP+Sq_J3TwxfA$d{b@wR&UTlaKyCo-LE|P*7llg@qnrGU=*J4v zJ_-*BnS&WBXun+V*RKa4OA$M+v>N{DDxvvLkbr{bx zk{A|vFUUa3!yF%6$AbF#hcQOm)8hqHugJ@wtd08s8pJ5mj%``HKIt1cT7di8i{Iri zu7dsY0M-T%3p~2e^twMvP%jb9-}LmS)0io4|CMj39HGbybq2E-cIWR_9xAoT6W=mW zU6IpDO*v{>$DHqD_$F_#eS=KB?dGsVb?HcKqBncnVq>D9z;nKE&j8 z!s=;wxF#|e+C5MiQN^HFd2jx0$3cfh>xh_`3oaZU8=uX;I;N(k^74e3#zJ(39UVW( zs8!|!1`ZEX8s6W3+i8A{dPe|M4tzO{Hte&rIq)<$muTw26z^Vo`uNn;Qk*i>5AZEa z3s=B?j_wS4T8~3iYP-(k2Nig8V*@^fq4DuzV1^A(jda-{`ac^~<&f=( zM=LL{+I9D?U3a=>V_yR@`GdQ4I-{bxoyH6>+!Wd(F>3XLB0J^!uFn_~kZ0D%$3N;xTXJB(}} zdC4xGT+Up^aw=wr+gv}SWTL_Uv|WrGA2p_HL0>iwAb!CB90#g)_J(54lUY3f^lqME zG|$jJTd36-Q=cP6PqhHv8I&7{ZjXL$Y5XcHqfOy-p+J8QNgP3ojp4_Xj^Wbp-@h@2 zq^Y?_ASpRH8J7 zcGW-MrLU_-`~9+XgdhJZs4occ?k?uCfbzeIjxUyPr~eESXIhR3^8H?#DV6i<%~tW{ z4{x;lMO7c9JR#+3J-z)^>yKQ3PtF&FBp_lbL{x}>OuLA5<t0=BL=HV*A^<%8&?DRIn=vN@sVN zRa@m@A$JPOI`qowU96io60Jlg$SW;nT-5XDP%9&&qf^iyvimJ69jgYjOjua9@e)u! zC<8JnVCbF|8S9HrR3dnH&9i?SDcrcF0a%6U-=mScFspIfNVxKr)GM4BI72vMKGO1t z-Rzb^p@38j=K>VMfgD4-$pSNjs1%cm3a>~_TA6JJisXGZj<$(4$rPdtMZH5zHioC? zq;9(jf4RQJ;f+d(DN~FC;H-gL!NU5c#Tu?sgahnvSU!E|k?7XoUN~4-R=@(&SvJAP z5TL{pUsipC!X}kN=lQYKv#ZQQ{b-2&g9#@`Hyw!BXOf8^z2gk?^DjjdN6`FdA{V~y z69-is9CUqY!gt!%#s-G4-<_SK!^7z&73E$D3({?8=wzC`vVTtjKp_upLD7PDti)$~ z3qJA2h6Z4Pp{Xf!oSk<0n_athU-bf7jH9!&7?ne_(53$q36hc1qrT^chkP`hon|v-pS!K zJ)@U%dPgFEMUt<3r&dimq~$!}7Zdv*tV zKe}sjo~y^9qM>#oMM1UxU0sdg4KLW{h%1lAhj7Kl1GhWV@}}DLS+e)UTk=krCMxM*RyBbI3JD zhKAAuRk=p9`(%l1+^M9yvr|9aJQh+!QqmB%{G2z>xE&pTSX>;&G}o~k8yg##kUDbU zfHu0^OicWId?#-I`2{Z%MsW>GoZn(b3E~B)JZx#0nLF{P;p6xbrqOHay@{%16VG>h zbNgM^AuInxtBA99*QA)X1HTafx%gYZp)unyX#%2$!2F}(A`zObP0Y1 z$Pkz`r{$2Ei(P2m!$t7M0}?*5y@lZM74A{E05FvRfQbFZcrNS;IRCdwx&hq|A3nUg zzP_mbG!HK#Mr7x%2f0uCPy9}Zd%?2X#lTPqUdl}<3FniZ?K|+_&--?(~OVPlRrJ_tKyYVPjxV%SRe^c1EcYR{$V`0UNri zT~{IE@R`s3dNu#}H}c#Cx7)Xl!8bt9>eB|p4MpL6M(?}WYyY`Icf6**tFAE>+d_LFmYvH+@`N`w$Kz_~qewyP;SJ6+Ms3w;AMg+kJ>lR+83+-HFYRAG3Fj`!Euyv^Y>+}|48+uOHJO&xj z^(?@g1U$_u2N%I<n!LEPl;M>H2 z{4TdGC@fszGVuc?-iNh6{D*le75iY%eggU-e>hYc3z6% zOi~=+JH5HM*V1wARM=Oa5?yM41z5wC)YJ+K3O1J}!ZDhG3HG(wy`}UI?$T97QCG%Y ztdw+}<3w?QcD#UxIV>-8fjvs_d@gdS^0z#|Qwe)s87#D5LcmD?Nztdh?oNs}Q*hmD zdq}+x&kxzh81O4ueLuh(=pVox{7V#MWKZ|YacxR+dg=VQ{AAdI%pu`W{>xNmf;UXD zUrQ6_h8(_~^4XFtY@uR#9_dF$Ok*-KGI$R_<5{0-MvkQ-ik>rw7IX6?0Cre`Z~#$z zky0EMl7L1{C z_Yj-Pg)l#|U_9FeONj-s&kHF3BELMFJiYw4Nbbzu(eK}i`dwsreAUf`PybvH8*Dwo zS+}dTLf`Z$x#7WQ?N>i}8U0}qHuih;h$v&j4GNU3lWBPJzpWe;N6a0n1 z3aB)_0<4xd>!U`2$-V~F@IQ`M8AV-!a~Qy1W#C5!@hf7 zXS6YX{V>Lva2z9P(0M5n5a4)s+-r4br?iZW2YP`O+gmbiTvj$VurL(^N~4Ktw@~3`R7RvT9ghvbimpg?jtr4Gryo9^kE#(8OXVvUU6H< zVTZFUfieLZ`dlEh&5au@%*;oR9Ldlxcyj4&xyMS7TJkouVxTZ|i_we1sQ|C(hAA^T zn)s**X3TBZPv()9k?*Eu=9#u> zsgeV3I;QLuA6jV7srOp{^Mh_02A!ySSc}a?qaiy(2!+yyItu&V=f?~{8-mRBwY5s; z&yQkW0Y?zdfJu-?pzwq0uQ9={ZDNx3=FKm?Tp0zjBeXij0XIuKlW7R|Z+|6|!`K2Y zp@pG7?x@u*RoMoc9i>#F(Vj#C;(>Mw zwjZ|w^Dj^}`fa$1_$w*60wpD-en%<5GBl~6$O2+wVi)Ft!wQhZEHLI_=C#LU;9CmM z&HMC+9Q)lkl+v4C^n;mA4h{L9Qbp&gC_9^en8+D1A$CW7*Hq@@BO5LP73gg#8W@ZL z5U7b5^2QAaF8?u9+`V$;$CJGRm{Z+E?g4R_!BPY5fEi#viITp863mS}T9+@!CnWI9 ztjx=i-K62AYL)9xGg-t#5il-_E;$|@1OcR=ynqnDd*Ufoxfk5<``OuL(9n}Gn5Zb= zctz>(le6HQhI)Hx+^6e%_4n}_d&%9({oPG(-UO;cz|J*-Pcwo{Rw$+Gq}3F+^;^%{HgZz|kT^s;^GTT&$_ zS5AJX>6TrQ9Xt8`)(ECkAUuWXFp}=0e^@JV(hr9lpn0YFOnRO4sL8(!7BW#KV%HKS zMvXT##NMHnrpoj7?gYZHH&z>UHU36%xFT=&N{L>p? za7hX8WiD|E39zTcqyuE4^tFZeVPW?6_J(5&AP9QJnb8^EyRCN}s{$j7jpcil_GtXw z5`JFg;P_sOZdJv__P3cvi))1F+Z8ph2VX~*dM|pu;Ls}XeJMfCX69ewHv1aSw16QU zVx237EHMv~kWgurCu!F)x3P8$@C&6TMlCt{-8(#<;n1m5A2D+PQ5Z9DxB_A(L)EXV z+owhTnu3+1T*}9i`h2z>QP+Zh1)$sFb;#@2Tb2ipKce1eAyYepD8(@ah-Ss(g`Axi zkda_y6=tYA?sRHc*%VO%Tqz~hf!f#BCLtoyQdPx^F(FV=c&DBO1#K;NIe=JPZ+MY| z#v58{{N|jDp>8;^z{PZhCxz&eJ`LTv<5~Dv`1I^zbu`2)=u4)i7!3aarh%e|*7dP3 zH}1>-3$Xj%zZ1jFkh1u9M7^=#U0gL@9FXVEtq17R6MPN_I+6g&9UNA^QlIX~_5u-N z>>Cc6l*GgZXq*%j6nLB#&?d&_kqEp%8u64F^a%dW&rc)}K7Xnn5zlouV_K;;C1{LK z1DV3$XNoFpXZI>3Bpzal6Ae!Yi8&$}>MT`f*e=h#k|Dja0w03;PI}*5u+=ys`{YFU zTMNz!f9=B;x$NKEf2d0;t!t3Bg7br-Y=rb>8xKqk){TomD1B@!K~H;+82#{c|zecFr7 z2F--+S)c8|;Na^yx)!3p(Lxaw4f{R@#}{-6Os;>aso938PrQPsPgPV^!4tu2BU1kv zeHxI=D_;73#`WWUhLS^MytnYNFpg4FQHh9({+ZFtd2^;uW?1>5JU6$9CEDDF7z3(G z#&PwiZ6$_6tC9nrfE{>x%714NU={-Q614yO;T}b{r_-fR3kmlhQ5#u&|K!^nW}6Ti zqwr>oaM9v&O?1kViPH5|Je6qsFvGYk$$>iUjQ4MX0*)~ydq&qD|Ms$l{)7ELvol@j zL$$O(D(UL(E&~vq=`Qg+9rwiycO-D+2z-bDPLR_e+XYq+^g9*B>}u*a zdtt~u7)VPaYcbAy;>0TICfl=zlM#iyFmFNu5BaEO$a1RT_KvkM_xZt{tCDN7gnQq| z_ze0FGwosy+_^pTcu$$Ck`mDzfg$c+Vly<__@?ArlUWs+@88E? zmVPInl97R~${sa!fzm+Z+>)E$4!#VOx=HcWudg9(|5*fPs}=l8IqNKf4Q@!oe(_~3W~qk|R#7YIy`WTe+XVPOC?63U5+fOF6f-JHY> z-8dUd@dBqD)|RC4|8DKqPr)!|qiX=~xc#Fcc$QR9QOH_jUcMAEE-U`|+bf|x;xGN< z^gJvY9&N=bLYD2h}@JBgw~OH!fXcmH(VzPI!1 zk8{p-o$KQBdB0!d`FyOW!&e)(Ik!^x#K?)LNSEvk`?3px;tXy8tNP?W_qR-1-dPtD zakRg|#SYMOup>yc%^hzO=maT0JeDm(M=LU=rInMPQjtIaboq<)4**CE9X1Si#*_sg zj;wIMeDQpCn#BD`)29*U9x{pJTM!u~8Z6z>60hsp7CfYDm~N_G-(MTw%o@G*)tGeo z&kvTT*>6+KbZP5Kn7ehmlb}HLL;Q-!Kbq;Xy|V8s9?y6yx7{+8q=%Z?S|Qxd-lfch ziX9zgjnV4{Y{V~i3d%3`ISTG9bR^uN8XAJN`#O8b#2E#RI=wL~Rs;-0W7aa+ zlF-qO(k98}%k`CQ?@yI`ej_9VrqRF;gSHo1^WYJUTO)!>Q7>H0$vJxL7}6m}H#dN< zKiK5pW`X4KX-JEUMmhVgU*AoD5kfv{#kR?|Qi=(+_ipc4SNC<|I_%RJ%gcr6GbJ61e8#P`x0gW7#ptV-^_3MW%Q-gkey23@$*iw-M>`CjfWQnLi zcGPbP@p3B-K`3f+ynI5XKD9UNY8nbJ8JP!VWmfL*p0C+RJwZw+{zlNL7W`5s>LJaK zhH|wOxz0+p<5OT9K!TJJJhZFg?&1qYCqCV2+B_^9btSCKkz#kGPCplplJuxkaS?X| z5}tX?lSIVMwx*JJdZQmdHVO)`o!;nd9xe#|kD)#nlXd#EFf0!vwb-#p(=@S~?+>=` zKCZH3*YN%WBWB(d^(lHcd*zDA?gHhLLsB#^EBwhhJLD^%7UxN2QybI;xZ2D_gSRYL z&SM$~njKye$}bKL3fl3WuN-F2Uhm~~V1nN|!Y|*PrB*;Xgk>S_hi}mK(77q=t!LTv zZmH25EliE!sR&P}N@)=lFY$!1FFS$EtL*IT%*Pe>i7GmLSk0!myyq)0=d4qwssX(O zi};H0${$8dHvDEHCSq}5%u4w;TSI>RICJI7PiiETtaoDiJ;hy1#Dkn%Hq;5t6Id?@ z+b|uSh*A&0{HNvRz1Ke##)W{E)7~L!i~o`N+p1s0r6(S8-svGLPPCu89(^ZR{>arQ z9=eL*-2@Jo#{1|@UGVP@z1AeF4^e$YEcO+ytFtMDn&!Ty#!4BllqYuI#HZD2yMUgX zFGs;hjl{FD)$N3_o9F0ANhK-}2Hx7)En2rus5w!S8BaybSyNP0MCt~V8POacnwn6C zP5WhR8h+>Q!oZ)B&ud=YUUn|WJ8G2Cz36SRUdkf`p~XvL=Bk($OtsVywR$Sf1~W4u3Np$1OkWmZeP-`{;Zv1edYJRpD=E7h zml@iq_sSN8CcO1s5$StD-_q*i;|R|R+3Ie(31#oULA9+ML&A|cXCgp6O))z`LO{d# z^x;Dym@42s&YuTvKxUeUz?8Fc&6&Qlf@C*R5iX_0*L!GA~|s%N={6I)1yC z_;DTun7oK!&Dyo}OLmpLMO4gl#b=DM?^gHk8g3XS5#FI1^oXxOK(7ERu_Z)`ze+g;vM zoVoDDz4_X8oU6WuwgejA&hFgCPtJmZme*PV)z;Y`S~LX)4RRYRvz)Tsp>9z4mVEoe zl8A4A0zW2dIPGoSn`zsx^S zDr2xUK5?vn;mJaZVlfFSz@Z9K$>pBw)_q=}5bW2cIqJdAo=ZB-bf=zJ(ms8Pb-SN< zQi{#!UJmxTqJqXX4*3zzK52~-w_7D$+BkbzTRJlj6VULBhK$=A?;K(QlxYp58yz{4 z&nDr4e*>9=+CnYVLrO}>X+=i*)9;6_7$!e`+@cG`&t4X8`_bRPr>Umk;fjlZh+Ky3 zA#cOOw9G;i9=P`JOx}{#q;BY~tj~Y5QeVypdf;|A>^8RF%waB!Gd}Mf{&9 zEQPx}eRv*1W>V7`CTu)CM$bypV85m3 zt?17_x4!@AmJR%be}=0i$n*x*9~+xN|N21N7f-(?davpiuDgAS{O7~lq!$NX>$4Gw z-J?eoq3)iZdjE0^P}g^KcK&U9IBUqMr$XN~8fnX&>wzCh!a;e-6BX;<`7Z5C-JUPe zTT6EZ8=e|y;&7y2`#4KSKAoC{l^uZ-G`uS33{gPt zQUA5k$5=6X#?t6NEyG5oYoILvT&sCuX=Cy04`n5eY+V zrO_hGJ;#;fs3lrB{d=5d?78Sy)zuR)O`4hl7Pz7Is;W8dILU@>;c=n8NDR+oPS`T zl&3$@wj32#E?=HB|H>;^70L>B)E3!5jnpB5g{NKHyaJy*@A^>fRMh{QS#0#os}rW? z`)nRQENY$9p-ra{`kn(1l=ZeXhC0}gkN~yXF-`S>sfRS`HGiN>^IUwQ|vbx_G zDm)CX@vx9{q9ErnJ$NwF%4!L!Mq-+gK^t?d;5I?JBW^xR?!?I@i=2xN?EUt7oKZKsWI9h|3i^ zy*n&rH&!b3?Hl0l4?wcX-~V^Zt==4sx9h*6Z;LKACE1i?6(WI{lmC*K4}*ampPi0q z>#WN)t(s|#p(cva?{_Szdz~kvlGEm1_x@huH$0nAMLm&u8W?oGO;~vN@ZpNNGseIz zqWQqG%l~NsX8v;;w+fCAle+)i$HZ#q#DTv*fBA}g5Nrcw8*n3? zGZ4frbG67dnpNsNgKJ3Ch7B2lR*);Cva2j{`rz1zncFsKl0HiJOh}lNK$*__u+auP zRmlfmG_7{ZTx*14!@NsTc#5JbV(ZqOYDU6H1>7FEK+SmB0G}eFqC`z(15`mkFJCSp zc!sFKAuDCzz%eDB%4(Gt1g+~`%j=%6`2h@rP1WtjW>*J?i-5i(N1g$nw4FX%QY<*o zZx)Op?+Wf22#S<3Tt%xMpG3+zJL7`W2yLa9BF?*&oe8v___(!qysD~_k9n;Tr`aRS z{P>wO-34l9n_m_dE=INi=#3IYAdnWPUNBg4TUs%C-=RZ21>oqnWC9~L&Rst+JIQKI zpAMT3of5;qh!EaDvO>&Kc@k8Fi0Xl0VNbEDS%Ha#2uZ+7lIZ2 zyBjh|kFW}x7#~uQ-aEU8pU%Y;`NMkBF_R8a25;IV)Kp|=ujjDx^&J~tcn;~#B7K&0 zEf_d_04>DTkgm-T;VV^+S=tHbZ)8rekv2@lcFR# z05#Ex6U0spb7_5ETN{FKkbMc1rhd2Cw+to|^~7~*F@gD-HK$`^d&}E;;`ZmUO^MNR zaZ(gf2|Rw{1Z5U?5Y7k+ruqN0T^MHv>*x$H_K}RZ72MvEdiAP5%3q+qlA&8}*KI9t zaE__8TvvU2`;U{Y?;Zr}E8kP@xpsu2s9?qCcSG+|z7`dUt;Cy&GPa4P;rPm4VJVh+ z;)noOQybiT(qDjn>Ks552ux~5pV&JT!?>}UQ+w~}=(v2?*tZ#28GyKlprW#}>3!q5 zsUsT7!b&{?0|MT@d-wP6uP;2R6>Hb_!glN6Q1sf%P;J+wbhIjX-zQI+M9V}(!KIuW z>cDT@L*R9k4bZsv?%uV>YHBk4YoPItCr`SHdc1w>Q0%v~u2jM3eep7X6GefY^UH@{ zr2jd3aRpyPz66{{m^kE!Xan>SJL zX&M`&%k~2Ap!9@HWaz-no9?)G1;SAPD1<DtNRd(~{4UV^k4RXy7y2gA6@$k~}@*BP%6eDgWVwMp! zKbKRFolI2B_{}Ucz6vp|R?*zzS@7^5jcx7P`6$aXmM; zeBLnE6lmWsZmtJZ#N1Xay&pe+3QPKy$@a@LPHe9pH{nRhQqfC3IUAdcii;^1@sD1+ zdR5uTQY)SdR$B;~Yxu0Ko8bBLquQc3&CNn~%wey57*#n%Z%2DOW)o*;q<#-IcjTKr z_>rGou zjghx4m-i1|+qKQ-U6)(lWUDo^orkKr&oNEi7oPO<*6=Y!w?!O^()wBr=)Bg!dVyLV z_{~>pn>TBYqQ5}1ioaDN>Tg*M=&^S>Fx3{+o`Q_YPgmWT-cMp=HO$LEriwd^>OtI9E zRY_A44QXqfO&Sh&7tyJrF;ef_ve z>9m)K;_XmDoRAR)bPES_ESMlER;9-d$8(FC{?)6^i!L_p#(ZJw-(v2c1?^admb?4n zZ~YtUftAWb{|xs9!Y~UrmTAkMx_kwA+W#L&bw% z##Rg;c+u{J=kQ!E6@n)DWC}`3oa+R10$bl>shmFj5p0Gk#_?=h#|>4HFxx~<)tH!G z@=3ZjaHSInq9L}qFrLH5?!+TqzuM-ersvhwlp%6oN2M*U(L@dj1c4WvfMj7w_3~=! zi4z@Em1?Fz{@6xrgPq15npm<2;4SWRV{rj-0A!R+qhRKUNqTzyS06uQ;X~3MXFP1u zt_m6K#!1I`89RIX=9ly9(h^dX`aAoT*bQQhBW?Ti=@Yj8lP9~ZziS?{5sLIs!w%ka z0^SV2rG!KTHfdq>fwp!7nmuc+^+;xHyT}G6`C2jh?VC3StDlT$sKb3q{#V4_@1SO+ z&S8Z`Zb(#~K!7mk7>q5=$HIjJR%%$7v5%>RN}5`Fh>A4z%TxA8h^-Y*1_zDIj|a&= zo=0B3c#-aB_^=&&eYZ|Z2LtBg+j@EMEhn}mthwe?c_ugQjB{6n)zDtKvz^DPx{q>j zXinTUNvD4=K}vvvb9aS`(8Ke?f5`HC0K6(6KBV`fwFQU)u;8DE&BL2&fK7v8GvS@VR(HOw!|cRdkr&h7F`63N=4Q-Wg)yAN@^^kZ_0OW=ImF zoSufCs)IjzSXo(E-*rv4$VN|PWN!9n{hKld9%L;6=}=#NredWD0%W}X{u|-fls?l_ z?Vu}Z^;YACBJS_7tQ1OniCWCQ-wrs0MwW9LE+FMDtpANNzE zrGMxjk(D5W>^^)Q$0F}aLCU5A`O5Bu1n!G14>LQuTWFl0K1=*a`TH9A+`WTRmGDh5ANMlkkpoy7mc1gC}l!u(q~F3}gW33INooCAT?S3w^w0ZIhcy z3y2m_j2?6@sY;k|N(F^-#C7x3OnXH5TkdJgis^R#J(jNYz@>Wlw^t!LXM?uhv0OXC z_`{z^qvV}T8+SUd?5XNLty(+I;P|vLjVt=5*>oS*`;(mTOkS{H_2R{31QDP|`Y${@ zn8cZ^tk_$xIrquDK@@W4=+XTL4qWB5V-0bFu#^j`Rh5;1q@^5KWCjJ` zC>gN1U31{T@acnR0Y`JOQCu$!{>~tWTF`MAq4pZTS~M4GCjLZtjv%Ybz~FpF25zq+ z1O^p`^nbL}LJ2P#U+wzf@_p%=vbKJ09(6s$w%{no--fdz!)ewVq7Ehooy^SiZK@jN zF}0hZ;_1`LJM%KM>cz&XKd8~P>dliT0YOW*6Do}VBnY<1CggkbTw*?(n&z|onwy1V zTZ9nff-9df5wU}SB}>ZjcHSiEqMHD|1<^E4dbFBiBHaY%*z>$1K>_SZteVlA#>V#h z<7>GMXB^P)w*JMy?@uQXexvJ}r731Grg7=~q?yMM?jJaKkR<$vnSDgl-OD*CA*xRP z?Wr2It{o~rXUSiiH|gdYqOlPX5`-FZ;9??>Q<~^)LVkTR}fLDgj+IQs0I&5NC*$D%y&F?>8z$^_}1U}sa6iG_bj6MPcVEv6u z@A$+I0cqD+JMwR8TAE0Bq3{~8$`yVt2q@D3Op~8gRD>2T+PWt`a+g!>+T^)^yc-Ao zqvyeS1p?BPml_A2*Z|%kGg)jx-Jo^bH~r{Xs2kOEsxGVhnLXv+zlLS#ynH`DRdc^_ zu(YaspIgZ(ny4OLJU<>eC~e8{hRR`whMU)=>FMfjMxn>I#T`mq1HA$fz}*BG4fFF~ z6%+{mJ#H2jiIEg3f&z*ctWua7fsRPWI-Zr)TW~Hr8-cc|U=j9jfq=ckNhyqV?LXl% z5DhGIsmEET>@B4pGM9}nq@>_35#b}hIwA#G?P^aSST%+%vU_Rzw-g5Wtob8Mi8d+ZPm^XtsSC;*r!9mNz{XJc^I+O=3r4mfg7oq7vYS17evS|A%IbuLD-*2z z0<@xw$>(C6-N)A-KH2BV2$$bBNy>&}85t#UD|bdmvjXHztHM`CJlH6ik)16Udx!2r zBw#iEpGzUXLhjn7+Pjlq1MO zPV&Nlqqts2Fxal1S4L}tQ=EnU`-d3a?9yTp+zE{hlfX;Z3enONn7i9K>$7cD>QC2W}hC!yu20y5S37WFfoyN054v|nRPQbL0aRKS+n$p4@am% z;A_c)2mANzd00_lzCV+ANy-3v7Gt_%#4cY@AeoufmX@BFb|0;>k=iamXrUJJiXY*t zL?A$slCIAOxr(9>%nrQ@3OEV`4(QWvd7S_pXJO*p zucO1P54dek0dZZodi5_zI}&A|KYM1Vp`n59cF~wV(MZ>XqWg{@ht&$9XZV@HF7tHeh|u-n805H`$qL`6kKsVLBA9c9E`xG-8EFnT7+ ziNaSF73@@>s46J%_^~@DdqdZeJ4ukM^0lG*lt_Y5TlYmShj~yytYlpO`aA(&=n8z|?eFgQ69`&` z*-QF>3=gVu)SUPBDYl<=)k?SzAC^fA*DfK=+%3PT+}P=i38ZkMcm(X^Pp0~P%>v}a z9LN7z3B#?$HYR9FyzniNtw&sn$+^VLL_C~+5s?AaET<(n?HanLj~4s-#<@)FZ{Vrr zceXBnl4@Q~V|Pnym$DBpZ@ga*TbpZ=cj2!fl+$yh%T*>52+v5s(l5GWCAScnKphAY zAWU2M_XqGZMp~&)pYZnHvca-Xx0v739pIj$rrIO-bBA^IqX~=|P5Jk&2JVjDXPG); zVg7F}7)}sjgld$vRF59n9LpCk5)W_VK1o~@l<9fZ!&%0LEjA{rjW1<*>MhoEQ6CVa zq#kWkUtBLb#!b*t8Mt`V@$2nD4sN11DLOdiv3^B3Y!PN!P`1OylO!Y)K?^3;t5<*J z8QR;((q-)7qcr;yg!3H)8i9N7Cg656@6_l;NTSEhnCa5(L7V5z+dsrA@^1>~w7X0B zjiNh92$9!@@CalICnW{oe-mypDjL27xPY|yw}#R_F~r& z2&pH+QP|p+u&wbw>^hm2RtHf-{>;=_uV?sp*~@ge)7+2N*XM5b1b{OzU_>hGN?9fX z3m!jl3hCc1bz%1g?Ou@MbAp!6P>MfseNR+j z2+}hpJ@ReasI-GjYx(;mgmMFEXfRLoBZVIhHqcy5aMfH2d^r$w8io~P4n|rCP*=ArOd7J;>KVQfcIBL!<4WsEBgy|^74lShj z(4F&KV)&Dn#9nby<16|4C^JFjMszGmoA`B=F!6BU^;E2+okOZ@UXlv#C$m~<=!%8@>QBdOPPAHju0nR&lC<692Y=f1 z$i%a8x!-`_zY~9lr>u2%_hw9A(dfxq@%)=D{=%$nG_6=^XsdAw-n(C?S(SPAER$1K z6BqHPLvFk6RyUV6HmZ>Kb)S&Cgcc4#tNi1sCb-aPXJN5%dVFkX7(?5$S;~4~Pj$%1 z`CM{n@YpZ!>*{3XTRsY1(5xKI zL8-zis{bg8T=M)t?|YqGxD`{#>#yx!@_)^=)7_X7Z~a!z^KBc4S!w2+m2a(;cS_RtgFnA9uZ!%mK_Of1~s(?JMu1Oc? zhW@tFyYY*yLMcdprX;9i|8m7}QaZso0tGXnaIA*v4k_{Q*>mT93h+GMnAWK$CZh5i z`Pab%2ZV(vC8(jAaG)FfGqes-!3U`;Sj;vr$BBoTi)#YbaVJuIYGum{=O^sh!zuKc zzn*u-*_V!?Tcw>grzwyG@^Du8Mc*)U4{@+Z{j zv)%Iyf$>{|Jve38@_g9=-01kxMD&8GDmm*z+Fwg>=dk~^({0HK2rqm_g4zq`@4eL% zsW4E6Z_rkn=RE&lJn%s7&xba(0e!9?|L!sTm+FL7 zo!6r5yFK~Y%iVCK%^mChNs$uWjU0+ZLM?PmlVf*9tEXE{vO29#2qy&1dhCnY?%nrI zB~n#bs^eU98bR^?m8!9samt*p6y71f+vDjz7v3;6G;F8kUNQX1au_YQ&&l_kU36oL zS2ezr2rn!x`yd+HO~8{aT+g@(?bwL|4I?ArJooTnRgxld3E;7muhcm-#|&9Q87?rV zDAv?mOjovJhrE;ben}H`Pxx-zKjKuJJg~Moi)z=Jh-uBC-5R5%Wl6dT^GA`10VdFR zdO|2Lw1l5Z={|;v9UK}YN-oNpNe3Qh`wmJzb+NA1Y0b>hRqwtUUO$`eY#6lckJ$`$ z$C)!-+eaHGsiUFp(`N&McJP(7lOx5p4Abg+NbaoD>60go@vc8=lM9D=hdahVTK^Tp z^C-@giW9%n#KOj@8??0x>FEi6@GP{KFs_G_k`kvcBSnx?!`}V{>5jD3)Rv1D2`!@- zZ=lUjq^F19smGeiLMDep=hN^;$ykXO2l9TMI?yHlW^uPkhSP8>|BpM1v-FaU{HV2R z>@^F?*gFH|qv%~>atjv$y=mU5j86OV{PqR6wru+|zjv0eT^iuvEwR$xF5q*=vuBWh z3Vp6GnqBJksW6rL?7tZSp_=I%2BaqMdd;T?cBFPilS-Gtm3bElh^;NfqVNw{18iaS z*ejPV)nqS;!0ie*$kzo=lUQp#G2CkT`m1RnemBn|1Nt9S{|m9>{(7Qtz!Y74-!wCqV%xD4HL-EulvVi=>~QA2L8;adT+= zKdsT{rlu*Wc5x!-=}0Lvkn-f+9pHaXSu3LaeYD!Dh(3V|k{OuZQ{q@UUKZ-2CZVY!lm&;I_$ffsBeUYKFfhECqq^0mCPyqe4G8eK6IK z-{%oSG=z93?cK!SPKBWlO^&Zve!23w+V+yHjZfb1hy+J)81|U`{^&-*)@IqnN!ypV zh=6)fo@x76Ux;>lb~f6e{})-Wr&e97d;W4d{A|YYB-h8!#%tOy-jS-P>b~K4V?#{0 zP&2804ZRMeEgMtR`h9lRcUqx#j%5M^*F8U0Tby1%$6q2uU3~wr_8= zn{rqT53NMj3N6^AbQq$n`4^57Q-(qVx92q``!d~*8URI7o7~o~@BXAv>BSz^HlAQ4%$6A@7XK{4B_q%HQ%8{L#m{k? zrIhst2ycG$Na0_+57iMkElQbGAO%!_gb}{}IKFD$Wxr=Z<08u5@Azvubix=)lDJPQ zzqz4cI>aM-!8J$iu9D+(bKiGZM3|V77XotF$^~hl5{`*#4UnDlH zM~MCayN**m<{*J*oRezIWv*VTN&tB9`mX>jB3oud~C^~DTtZi-FT2Z}498)Dn=W;y()u{(cWu3S+#i*g@ z9m;7+eQrpW2TRA-&yNw!P#JU`mzgoXd(bqpj{!n%FVe^Q{Syr}f^V)ov##F{xq4pY z_{|u8A*rC~4hXvOCPr+Z&xhQGHjX5m8P;GD;Z9TVg8Ys@&eT-8p+J zLbSxrow^Dd)^=DwK>_79U?lTC=?+jPF_m(v2at=q0!;-exkc!HjTb)|wQg&5#ceB(Bmg?D|I1gd zNc;=EzzMs+)ip2o0sbIb)~WwzsQ6;uJk&U5?MUg%$~{LZhdR$2Bx(I3Wpy1BMkumg z1nBkJQ@Unt-%TC!+}vIP6|($Fs%eOrWBA$&VG+gVv}vGxX?b}Qckgxc(SCc;(iA8zIST9z~<48`za1rU1gHKSoHY5)|_WCFpEp+oTsjT$q?dcl=^3+<8(0YRgl)V&r{H}J7|T7ccV zkL1<|l}!{sFwMJ5WP#QQWI?b=!$nOSTs`pV1y`j(gJi_CqM1dqFn1%r>@=bd$TOja z?eb-r-o1Z*|K5w5u1AmA4i3NZDbUoCl_eq~A`s9YR6WVjd2wJTo5@EhIKj^kQ4Db# zgk@--R24I*;IZBK^*L8JmeJmv!BagXxgrs|xL);IOnVE`1oOB1bhJ7oqwGim%jB1 zZ+gc0&|N|T0MT5ucf7C1%3k@)`Aqm&){~~U9`{E2w~U2%W~Y`Naj$$}xpaV1@BZax z+d}Q*`#w@XX(zw4%D#L5Gdnkn&iPOvq{+9DI2M+q9tw$$5T*H z2bRh+Z*G|#QSmeEaZeGIN55;k{v>1d-e%dOS1)QRteGXZhKCmd5A!#KOM-rYYy<{* zxw*m1sjwCaIltKVi{jk#T8SE2<{Cp~ZIwgcdIh-V+j?7P^p^RRe0nM`muY_39^&`^ zm5mfrfdc{?V-@I96U~~{yVQT+Q0v(2s12DKA(0I<*p&M1Mw@9LLnM<;xLgF?^2UEU>y`mef9-`zP_|`3(aM!md^=GyZ2}7*}Q=pd)EL z!sA(ibajn{%K4IW zVGFNA&K5_LN)@+zw}`;Y&u{#wQB5DyzHCrGB-8Up-i!9h2d`Kw{atvt`$z-h^-U^| zkGE?&9_*K@saULfM9kstvqdi|PAs;v{PP0@73!CYlC1*Ng#d>`hnss>WF*?oUXqe% zc#ql%)yg!|K+Zxln2XCxlvd!=Niu48^)^zrA>fqd` z$=p-wfpVRhP;@__OETj=$O!6M+t;p{nOmY~ERhs3TGB&SLv*yiczAqb;uNj;oR=bu zUjqyB$K*~U1EwG?K5&0@eneaA%{d{0gx8u@@$5|?E-qBnnA>j|jjb#_sVgw>goo@Oi3u3Wh0e(!GX;X(%Z+Ph0xXjEB=OaJDm5Zav} zPkEZeFk0vais>dq->FB(su&#;8L1ETvG>3SGm(CJJA6I8jy$CJERXbEH8z)-6@e;)1#Oglv7C7hu4=usQZ5b{&#Ev$;O9UT#o1rYv% zq7JBwSoAoN7RuF=Sy_m=`SRRJu@cKIjC^;-bnfBb0gC-cezew#pz(AXM$Oh!l2pEb%_a0a3L7mLxB7lN3^Do@4sL)5M zLDh;(6RAJT(ljt2_=jP_-{Rs(JO>W+~L!{?hIBY?v(BlMzik%5^nWabjsx2Q?>`v|w zFNnEF^ue9&?Y6(9jMGk~-P4szKlpNy%d${&?XCCvwUci{<0mShuHec8i7xi8oOW^^ z>|aOF!iSpzJQc?DY(D;{GIfGOMQL(+*4ABn6bDTP2GyPO`ty*0zg;~UpZ%?aPllk5 z*U2e!5IcQSh^gs@2$X5dC=+X!3>$iX(0@U#jD+|6CWgbt>-ZyfRZs64! zLibC6s9qfsQgZDGjc>lT;Qd%%!=VvD*~pz6I+O+A!PzS+)2K?N#rr5L3p+gq3W|hz zArEJ|#y>NOf_#*ifWCPSnh)leI&g0;4Ul&{JmFyPE2YAB>sg2LB4!d7eY*V#nrpC+ zKtJ8U#x)V<#{ZuSgqSK?4lZ_bBAE~Y81eE(NV2)cfkTIMw6*cT0Vmdf6<;3b+VjxE zl4a3HrY<(Wt}Pqs6Bi(w1-19`B>_uV4~S*qIt7Xvc{fVyg@0vmyTq{(ic4QUQ0x0d zDoIVx#pir(`r8_7y+9YaeVI}hZ~l!E%{CwLKS#$^7hT2Z;I_tiMzN~L;)sRU6OO%w z8=syiJ8=oW1cgHaXK(L2-@ft5!&!; z2hTh_#Pw~i^#Y5i62)5uqC2HOYHu;`ylto7A_;tHt*SMt@@K7$-p6ldn|_?`>NNcv z9$}ub?Oe1Q2v~JBCg8XKS!_5uSPjcBJjX*w(T2gX0Bv=V_Q=1VHqaG*Z z23g_MU-o}fPoH($HS)oOD_zTSs4{Aqx5Osquw?g41PbW!K_X0ABfL_mYf+6E>`xf< zlMNxTLZ3e2(3Tb`k8&5QYTPL%`YyNV(Pzs6LcrnVh|Ys2;X>(LtXsY$G7JJx;e zYMk^hG(WI$p_|)gA<{gB?5^C=Eh+tSWqRJU%y$a(s{HaS8_^L86QY4XB1+@f6NG|} zaGww!MMT!Wc6~4PjYZ$JKeJDYmn-UMTbAUbJ_MCZ7WM`YA68QiKnS08%QHT%zEDFp zTY0DWD~6+KX}NPdl~l7y&DqjhWGD91r*UFJ0UcVi^coHf%F*()~65c_w<*(RWiv}PF%NjL=c))aLXe{ z)LWmtdSyC(yyMMI3k}hdMPpjrN&ln@Zb0MAPYhLeZOhX-8>952gSET#^Upq=vtkz1HU}-%-K+>Gk7rBMH7sTnem|*&1e)1 zBW;}eSY)J3r&6f>YcbRW6K%HMTC_HCZ2wqN&s)vr4$cdxz7~7^@XKbEIX(Q<1SuJp zXL?=7^92vtf-%SH{K`>eC`{Tf9RyFwp(hcth;t8*0k>j&d&d!B87?uv)VoDkt{55Z z?yn%CBH)z`eE1xRE;ekmOGE^c-tGIJ9~Hgbme`C_AxbTR@CUz-mA+e)8z^49D1aG_ z+X_VlS1siN`b*i02;#;(la1V|HBDTYA!w*}_Evv#Z=)##u+0?4o0|FjJZITEg$qid z>A4N(MHgHhr6s2$u@%B8X3@pOep1E}$j}Lj5MEJGwq*Sclj(}>jk!LLFFZSasP~+| zO`+W-=7ofVNna9*;c75_0VU6VtSDm9cfLUjxKwjcT={$MBF(=60+cJ2K(aOp&sMtx zM?^#&S$qB6eI2b`)$uXvTaI3uH|zD*;CHb%rN$JE8*Nu=d&_F%4)p~!SlL_#_UV;v zzE0!v3cvShBs7(mmnRd>$SkAi=$>Kb?XX7FD8znZj)v1^e+iE3=#Kq9!)g6~|E-Q6 zu>A@nmKQ8I1=S!R6og2`%%ZVd&Bdkpl&O;tldp%Gqr*T{G7xOWrdk^TYVI?gR7CPODV{E3jJce3k z50JTtkfK2I3mWG7uax^@&)4wF5m3dfIoxlJLc%dClQLNu9M#*H<#!}xB2U3PNzJJhv%5XY736*gz z91}e;!RWs>JM^%~yRzrQ)yGZ54BG4*9PVMk?$Lwhyo1AsVEL1%K)(r5q;7&pD>^t# zO_*)f1)NBckbAm|6FWln?(U>~cG zZ3_{MP$GWdiVs7L#iSL>9^ z?O)_4h_!Y{o`yNMr@+vs(GJW)nA3tX9a4l=0?y+`@UM9`HcLUx*z+`E$e59)QRdOI z3j`b^z~&8+7qjX|&xpAnI&fyZ-&w=V_ZqT^mg3SuejIqm%IfuVwYks?)z*O{!ln`E z7ScsD!$_uPK@-p=fnLIc626tAQM#35=G3X-6qH|~GdURx z>b~LX)4CR4{XFdV)q06-?e(#^HKU z4WUBRqiN!Z5z{&Ay~Nf|v^mzcr2F<;eg4S2OSk{sO+-b(_C6)XN0y>*htPEaq_t^Z z!CP-O`)7hDg6u{pO$_}TP?8Ws1d3ub65i+8OC|>enJ@{7EG)Ja8s>4HuYy365l=JM z(W2$L#^%jXS++~g**xl}+PpNQVaJ6TGJi$Pw~weA)xr@XB(qi8!HBRz%x+ke{R|Y{ z*YMdD?`)Ap3KJX3Qdw4vzneTcVp2MbKr8+#;b#13fj~W$8cCSO$h0LUxe!;z{{VF3 z0Ev&6t5P1jN+|VZR|Hg78+8Mt7W}k#URyg;ZQ$O`N5W@zn`dKrXQE_y;;^L`y({-jb+(Hi ze&NGaHb1(0TnkOKE(msjw&msImzbLFO`I4Ebo{3hhED4I74Z;A0uCyJL}@|YpWN5q z(O7}_9TbjoRthe^;vhX>qIM%b;_NSRt&tMYf1wyori`e{{0a#F$AvajDIo9VV`>6n$a(r1M4bu@Rw#5)Ibd5PcFXQ{cuIceb^0eyvo}Cy-Xt{tRGCOy*2I{RLYu{SGiCfEK#b6#+?4Eui4TO zH15zDgjP$Jen;EE#Rj1tnZNRwW3J4HQp@e*Zq9CF>2UON7Qs4mfeQrw0Rf~3@N2(o zSjf&avt8l2Hdj_@S2txrL3Eermznhkul^Vxn!Hs^zQg?e= zK23I5Gk1scNZph?txKy;_@)kf;cip8>g~zA9V5K>mfJ7ic%_XNvseQ&vUdp_k| zm;3Mc@3b_ucg9^S|5+cscyNGsWPu(6K_ka?A-Uh5mBq?^h}xJWSy|`ZL-XhPZ`C^h z2lykj{{B7u^;h3+2U2c#XSfhgs=rV2Z(uf>VB0TWfbbQb?y-rHm}jqMBNTAx>17EA zQE)|Wjl({Hya@jf=lDeOjE#%}Nc-aiW>Xs^ene9M+W+Yfqm!>8x|OFBS_g5b0$`6`t^Y8 zO0|*hN_oSQT1K9I?w4_U;gObU$J{InJv#QsbQ_p3I(gLS;^1XAWBX)337j62wp`ND z{%Oq&yWMYwbkaRAu0p8H91zrE0sR7Gfxu@o>jj>lj&(=z8xGZn;qO5zz>|0c)iw7$ zZ7kNsYu{+w7yj|CRN2BcLw~3Jm*UFYZ5J0dgUTw+g4GYxC7v@n68Ipz(-R$@usSol zT~qT1!d|6Ik5s8q-Il)+e6mxs5h|z1iDA?R0dj0l_5oAL7-4Wo)*BHU@hBDH?|CO= zK@tKWr>OXZ53%h;Vz+pE>nD{VJEBWD(YTuUlbRzsp{;Rr`!1ozD0<=!*S4vC7p^$1 zmKmTBDzu=P{%&E;@C6L$*-nf?nu`0F(+k0f5QcjG98PE;QkKDkCk@`?dfgwy<15g# zi|+VAgSLGx{j&1pv{NT?W}Y4#k@zvR_)&g=aD17T*3H|uxBso89=UgK=c{>Xhg{>Y z-}Y;n@9BEz#aAzzq4j?+1e<0#U5on>Z1QHtV0Y06NA=~(9y$40Mh+f0eyFV6=x>r^ z^LN>}WY`b2nT@cPhYjSa6kW_U&LndnDP*iXIfyDSJ64gJ%w!GO6)RUVoz+o8mg$_I zA2($sU7Rw>_noeEkdK7ooL?fzhYtr)-j?oJ=yDr%#D1lAnN`Pj)ED)CM$W_sn$9-i zm{?{FCdb85PJ_Fcw%3I-!zGAJD(Z>yd-onyRS_vZ4~r4S25o(lRZVsKJSMd5Ry|q2 zyv60!@CS9!S##GZnE$l9A%cG>gzAT6y@v}4&*AhO_P|!}OPXip{a3@J_eFFqrEHdu zYCvs$Y}WmzsCB&RnMX_#N%l-mCdR{d*6IsnQ+K>Mhb#dMlP6JA^Lw62K+D!upNmwk zpOzTu+q0thQC0zm6&WV8OxKuV0mJ1QpS*3z#>zd8y)qoLd*9eL`qYGr<}-hZ-J9<7 z?fCiqQBFNY*A8|c8kY0NNzuT2e7EdnLE8=Kt-!!3q3Py?HGsdrq}Ud8vuJ>r=LWzL z(o!hFXn?kh<64UsbK#IyglOi#x+C(PGL3sw4^@7>vm|lWSzUpk-{UFP77j*J7LD@# zHEk-&g7iCos-SkzRP2xc`o^*It#07lRpSQdblZq9iUGZsZ`?4mnN1v`P)g1rfvFBR z$Q&o9lDFPUBb_ta+mBo}{8-ldMZu@}tHZH*N4wb#pO{@h>c+#TBA7=hBp7^K9ncaf zH_%x+!x1D^ahqD+&w@bYl*C+{sOzy{WpBRr0++|r+4QO%?^Q+5;&J20chwK*YW#eA zW8^khorpTBk8_T*MzrwKvQD0qm)Zuk15MdK=*j!!5K72bbjG_Ds;)UEx-jb1riX`~ ze=}#h&c0TWo z>wM5w>q(Q=Jv*0rVV2{FPir6h`&5b!cO@yUw6uwHmvpeU-u&kHshL~jDAhVFv)eRH zlgr=!XuF~8oHU|EZHrXz(~tY)HclYsk8}j#Fj`)Dqk~fLguMsuhUMNJepeG(GgGMNH4% z$O0*h%q5MO<7TdbL-rUl16kj1R2K$?llHEh*5%=F+R4`wkvt6iPjLL}BLUA>r5! zhP0%(J-S-Z#}ek=QnKUYh4Q~0k-DVr)4rz2~yv6RVebxSx3+ zbANh~s&8xH^2v`!RXJNqF0G1=a+)bRy4TsILDtojdADN+bdfAdV|t&z0tfQE{&f-# zF)OR^W5<@$A^>hOJ!j&6H}0@k!fCI8w@AA?cBbF2?diU&-VEp;Vsb2Ic6TTwgc3@U zZZ8LLLsov%n3)j>Zx>YLu`SJxe{>9ktu zlwR?CXJAly|HT!F(Q=!PWo(IZN-LjUZl-y7@Us1ii&u;r^ZG;k_q}>b!xg09=gRB9 zB9ml3mLF=;#kaQ8ko7n6-l{&$li9tbt1wF#I6E+1V&+uO%Gwbt-Y9)Cd)IN{V94~I zo4)!_xbS?no5N=;=S)bjL_sx;uv$ENL;@0Bia!a~S9$F?K_9BPFDbmUohqZZ=Zkj{ zX4FxYowVhfcl&^ht1ch8ZV?COuY5R|qYW_^INjJWWB9RZSZ+7Aa`wS1W5R|6HK*r&Ni_X)DLsVcRT2N+oSjA*$DT&E{b z?vMq+%}9T^GpgXmrd?ImlBRnHQt>XaB2 z7v;3wxq8d>Xg96+)AKL9!(E&U@k*=t{rU3bZQHl!T)TEj*(f&AaeE zYekO=D=G=$tSx3}4co`9EF9a0-l;$R*VBa|HSP`9nF+G#OWtJ3CPLwbf9r{|ldlr1 zP*wFs%^87Rl&X^dHOQ`FJt2vWi#GY?mB6n%(}pBYf70xFM!{xErhVtNt+J-cweG&X z0xxGNmg7j|MAo`h87#3%NO3XX{=k8X@nzk`#dlbz0VQ5HS>%?lDZG$B;~K{0^fdUs zMCgxm-;QPhI|cLYkb9E5p*H~MKp<5(ld;MokR~uIjJWmTwdsaY5k!?yXgKG|phsWi z?q1b>hJ=3%7$#H^G-7`>HCRZ1XL@`N`B#A-&OnrM5-|-`u^;t8EkhYuB~aMj8#ZkE z-h9cuc*p0zrh=5dA4jxojiYtIGJwc7p*I*G27=qg#d$%bs^2RtOhp3u_#Ti(680+f z=Mn-z#h%wcdM_h@Apf@zJZSlc=4`e9CmQ|Vnf#lrcb%%}bI3Fb*Sl!;J31e;v&y_xDlUL)zU z?%6^J{mYs){{H^FN;0v8?*q3>Fu)D_TG$CCo|#A+d*ko-ta-hWoL25@j~KAIam@%T zPZ5Fn4qxuABh zK+EpVQ>X5LaK!Sg*}#`cidot?V^O0{H^H-`hc?M7#~nWW8>bu;k#+ui?&_={+%f-2 zqrct(&T(Vz6%ga87gWQ-WMnGx9ceTQ;4brBTuxihWG(?!ucRi(_riXABR@Sp^^`dn z(>+OmmbGNR4m1VK)S z@7^%+X^hLu%ahM$wu959Rr}r?q3Q-mxtBB{!9Ml!s7KDufI?ng=WMk*DLa}b4pa2s z{z_~|VzQWEk;-M)@Yo$Ya)N(d4hys3fPh}-Pt)JImL3Ix-FJ zEb-$%9ub6^gU?H7NI-LgB2|&klime`efsr`IziLo3!C67c9lbDX z%^l$}Oy|UiwriB5hK50%O~=|c??^+g2rT;X_3KoZkE}3m7YPi)RUoH{;C|JxpcV9mptWc{22XccR^rp$iCkw-~% zqRT8C-{&DdJm-^c*Z3W2ojKl@7ylWRx zSe1pHL?-v+`}enAhTu4JUz#nwt6*8ejX=10hV>ed4+zp?_feV+RQ9cZ0IOP02sX`J zy+Am7hdTg}F>=-N7U{em7j?U)2n72VS8L=#BBP31h2R-1D|5&yQh~O{5nB-Gp2!_F z7I`Vk){#g0s;FE8pGB5HUt($dFRkM)r~;h(bhDH*I{Ef^10Yk#hH}3ClDdu}>p->txqhdfAT6m9w%NRX*!f9hk+)R`IiCaIGhh%ywS{p3ZdY%-I_Ee;6l`keb^ zui>L@w5KSll@$~&P7=;Kr)S>#fT$G1;7*_DBn~%njT|#iMB0oHoa<4R+gPoV_B(Kr z9?LcW$U9uTmvAn{sQ*{mxdugfUtxS9MG>taSvP74f<^^|*sRqg7!iRL%%XrmSgR;5 zC}5F`a+8ZdMBQC#sIlTOCIy`u5RJ^D+;$KNLJd%>qKJ1?wym*_@jdQ*OJ1zg?}IsKm=qG zlTHXUD5Nu-!IH(opL4Dw zR5nt6jB_c-po$Wxgf1Mud2{2#SpCRP)b;7r_UykgOQJ=f+;KrK#T}vmLxtBz&LFF= zR#5H}Xuf!|WnxWfX%8{B{)KRg z(Y~4IaU!BF(+Hs;v5Xpe)0+^K&2bVcMMH`8MA7rQ^zRS9r)vk?#b{k|^5eJ!_vy|; zk>sU{o6jCTJOH9U_U6LXCbc@<>uWyC%Fmp6-)s-?THo~Q3ASra2sZ!zeL9LlNDAS3 z&B?AJkAOZ#aSegEva&TBH!gE<&{#-u-DDX}1#-VXBfUkwczdV1;+UzeG(U>`7v8Qo zr;%`vth+A^s0tz_*^f&>DQw=ykNy4pj=p{q5))HE?|?EqB}JzRJ!SE3+4b41If6Q= zoDG~59P~%qs{ySG&C?B6JwbN}kmX)py#|9=?Lp)KkA-LEc2H%7b>!odTN_L3M4X$~ zrcJg(>rX7 zR7B->^<01-J(xBO&ZEyG?_l2`=+i%FE76u*&!TtI_k`lu@k)FR zB9~#(=|fK#uZUJ@+nkt2+Ap51T@^tkmZd#--hyMI`5 zJ>5tOcGmKw_SOAV!v&mXKXOv9_n!Sq-S~*J04FP&>yrH^rYJPEw^t4wj*x>F;X!Z{ zov8$N%p@l2^jh%B1!aWSlDTdw(liJ&W-)aWIeGbx4;=rCZMel)I(UHS0s%Jw1zt>|$bKu>5#h5EsZh z2O znIB&Np$-Pv-@$(_U+y8ML;`cRaE`C;W6*LiW7!WjRo(p{bX?3m9YwNIp-OjX08{$$ z+Oke6;*{**UsGZ^i?NME-@Hei>R!4uxHdX!$%3nSw(fgr@P&`uy1RFREjG;RcM-lh=c|LizW5l) zt`tEb-cIab&6t6FW_xok;yD+qlFW_u#cYmC0qgLbuZYwA#_IDm>(-@`ZqpVgmR(|Y zAHprb=l~tKbZ!-L++rCj1hE};S(JS^Q5yFL_8RBdj!ah@x)zbYUg^1kLrYL)wx=H8 zXt=LsfjrOAHXCP|=MokfDZ~kb^G`!V#r*eI*0;5l*VL@Gw&_ z|KdX9*)smw_yJhvtOF4=cWH8VEDY#aM_#s~60fzH&%HkRtAqZ_#Ii;N@6oHDd$1{q z`Ka)gzz%0iv<`nW7RlougirKs1?#O^PkWL(Krdzm=Y$!D!Ap?A(P|TpmTyNJ`^l|E{s%RhQue~)2g>@%qg5Pa?cDcE^ti1eq67gRm52uoy>cT%v?mByO z(iNIXedO;{=s-83@UFvP588Pfr90BiR3A&X5}zGw`YLujWnC ze+N8Hk|)fa89h@9_s8UDJ>8e5U73KA9U@@0ICIwjGpotUDR;_+D4?c0S`>eqqOuTl zK)GPyfjhTXk5o@p5|F&x<*IR|yQsU}b~eD5duKlR?u_BGm*lK7G=F)#6*9b5K{!(~ z4Nsq`j=r9Yv-6l0sRc&3*4#`yIJ(;H9c?SHhQKS&wgG8nxfUiH*lX%gd|E3HC1p|Q zIQ`$IW76rLPBN*ml2T^lV2j|9GbO$qKpP6vU_)UZ?WT*P?`h{g9q~k$n_c$w+V5KPQToVa+}Z?&va+ii$1|O+#PS;RRr(0q=X(2 zi8h$<T^Zr|uF@a zH;!L)WT@{#N<8`AM3dP!PwzJoC1e|$KSyif3uHgk9xktlOd?62Sc7+Y?W|MNfk5z)e3?(Vq<>`C`TqLs4M9;e+xzWz5M3{_A7 diff --git a/man/fragments/figures/unnamed-chunk-19-1.png b/man/fragments/figures/unnamed-chunk-19-1.png index 39fdd69a41e43df6f2e9fbd8259fce277ce8a3a3..acf50b558710b442ac92b66a4191379d86492da1 100644 GIT binary patch literal 45798 zcmd43cR1Jo|3CU7D-9AVdxcO6**j!~NR(C5w6d~CB1y87WF;#k3Y9IgvPmL)W{-r7 zbMyK9zUTa|b6w}0f6wdc{Wg-<^Z6L}`)xg*fjU}e_faxX5(tESYN|@Q1Ojm)fj~4s zL5%PGnN_`p54-QGUUDE1_J7&=kEq5r-GV@1Bd94UTyS|g{ma={&)^?nKEluM0P)o` zh71a+Y>z+E(UGQnH~H88y{n|wnr?TJGMxD}HbK`Eq92)_P`aY-~Y6L1}4eK)_jJ-|ER2lqlWj+PIa%oG>8YttdT(t69^@Gt9X0vvn30+~_GhZ=^XJbLNw~1o z)YKQxpRca1b$~@esE9nK_wwaSdI7_hA3t1{Ct7jk zY1#>wFI}qp)4!WQcyyF3k@4~4$JC1C`C_S?Bh%%6fF9pAU~{vw+qo|cU1+%n^&iaVMcvE1t`Tl?h)Vlimjg5`fIk?k1ckVRB z%P`LEXOVW9?fvB9UK`48V`HP3L_PN`D(Y0sH_|=y%T02a)#dYi_9aCGN^O1pC?yV) z5;v#sS(lzYdqzt+y0$bPZon$-BG0{@!#IJFqDUGWyHR&QOiYYE$iI+$?_nS67c%am zefb3iHV%s~B^-WOiS~(#iEU56Z^j53B~aQyi3l#~?AWB7ya?rw^t6piQ; zCZ8{?Tku8wj0?eNQ<9T)-=C$Vq^z&4T^)HmTwJ}IlaF{An1tClTdw5dHeS5 zhYua~^>-Sc9XBelIwmNXaO#?hj!tM!j$pu-wb`P%0^9ylhjA?r`^%RvJJ+jgYe)BC zai!>HjE#-8k=rrK1}ZT~I;M|Yv9PdkuE(xZCefZxG>VsY9h#VM8LT8NwzRU6w)$~W zC`N!j$icxunIr7=Cl+=`?7G=VIu;gF9UY%S4Gj(L1X&r^MGG}EsnnbtIk)8rR+({IunFHovFL zQry%Oii(Oq6X+QjBwZIrPF?#daQVX{^^~poFI4O6>n@LE2?P)Eoe6JkYg?bnDJ!t~ zxPW!qc-KH3e_ zpD_N>orfW98ob-|QbOJ-HPzxYyBxsOig2I>zg zlZAbAuQIlCVpi7lboYB1`~3QPb!X?lIb~a)&%PzY#pm27^alwE3wLE*O3ujW<}`SZ zTYvYi<@@*9uuPMpd)e6FXHQ^@BvSd}Cof#MfEAdOnc2f>5G!VD8e&Y|(AYR?|4GKB zB0k@Kw4P`e8MW~(b8~a-4h03GFn>`Ik&`jsu++k96^RI}#1!+1%?E<2d9>q~mzFp` z8ehA1ZQs7&&z~hZ_B1v%oj7*vK4yBt4h>acPLlVyj7-V&^mM$NuXljg=KAF1WSA;f zcfYQV4jV0{)W1k$Q&Uqz!ykIdlzl1!^m@FsVX7UODURK!46}VDJ$iEAhlYm2!@~!^ z1pKY-RN^>qZEdZqs~cjxkC50hu-o*=g^L&CrJS`)OiJ`@4^a9G&}ZtA1|L543ZqcC zOFE3^;6W*;Ykt)A_4OE}rNzbH9Ywsfl(CIA-W!dvVxK;JdO%J!+tJzguwfKksCZ|n zbR4M%qKINN@7dWUwNI9q=-j+^m9?v_O~`&k_2$iSt&+^dL?88(XOWS$Tl8V7kuP5S zY-?+)qr7+7$tnLausX7c{lPLT6)RCdJxczkZdM`zR*;=%;Uub-M{IXH4McxS0@#EQrCYJ>0%l_&TeBz1!^Y5<(-hYsO7%+`-GRUb9*noGenlkODg?Zxh! z2}ilO#3dva);1En*6Z5am*&d0@7=qnLNU|(sr~2A&+p#7Yc#?#SeWh>HZn3gcrZf3 zVNCVu)bHN~A3m)9`xn9}wx3L;g_WrLV5R?z*=N_KG1tF#V`KBw{YPDao{3ySmX{r+q@-NCh_Uk6%D20| z1W=W&jm2*M`|G^=yZil3;H!bDDUG|?6wg9K?@oQso;AL@I8w(tR-1wTpsb>DZ=4d% zkn@IG_sUz-k~_C=@5Wdi-9^O0?&l)ihpO`Igvt6-hrN6Ea!pD_>fgF`OHHi~ZMN>3n>TN!Y#aR6adJAXnBIVuGuwOQ^qoin=TN!L<#x2mqKlOO?ba5PoZ^3(2=aCE zK4&SCoTk28_m^(ACZBC12gU}3o##rxwp)4c)EqBUbgT8%Y-Ew=zZERP(!U>2EFL|2 zG`lxod4B%N`|iA#YAL#%ot;G&A6qOs_P6%-8UvHZ@js7=X}$F!{*CtE61P9<*v+l2 zxt6xx%M<4@JF$dqn*#?9h}rf5W!&mgCn3~oB>Yq1?yC+u^#1*OF`HgPU0tCY-wv~~ zvU>DZRdI=l9U@;vzZ@MI`QXYK-QeWl5G!hZxvPGsZM#ax3*0pQc=sxH=#3jUO!(7Z zz2XoQ6ciB1vb3Gs=OJ76@#Dt^+cX_sbd$VZZEV<^xG~^n{AfnTF#!Q9tZWl^cfr>0 z-*4m^nz#$bY0XU=U5PtPprs{oaRiiq{rWX}OUtbfwY9ZC$J?vJA*)B#v`+9v@s&|> z-FL3^pH0_W6O*S!KgvnStc8EBa3GDPSw-l#?sNzR$PpA|oZOuBzILP2G1|*9!m{>#xQ#*ik`K^BehL z=iLsoy%I)7J-7o@OKFeQcc5StNni&8hVK%SlCFY+C@3gk)dZsMYiZF_`VW5%c5rfv z>Y`8}l=on*gp01AP(69Fmx_w2xMA?FudnZ_hpZy+sZ$4pi0@NXVIO;~4wB2!`vZINhONYA|kbgRC@?5?6npFlzaAwS^pHdT8Yx?hx))Gm&fVX(b>7fG65Q* z_zm*9r%yN^-j!&0Z~BMb#_GaRjc0xjAAYT>8hCK**s*@Ee=`|+Y4fvHfd>Umi+{AW z>6)3%4Gk@>|FQg}e~2(oKTi?@FpT;vX#CNKx~;uEC?sTVQRyxrviy~D&{%VV_ekvl z$vCfpaw6&8!C2eU+js7~ICYIov9_aQxzc|RM$7Tuy|JY=+{lOA+%V^CB7(IiHBl*O zEA}_=ZFNy=Ypa)+S5#D#na4sk=*yp>>Y%(lq28~m+!45uC%cLb1-ur9NaMK;Q0UCe zwo&mW8|dli^bHKkJl66o^ZAY+$4<3&Xxxt_W}vU{^eJ(1=VgD1lJD5DjP&#gdj-_- z>({U6(O$qVZuC{x(71k#!h7Y!p$q!@`ntLt8ValLoj)c1{{0(!>=NahtSo_J$0qF+ zPM<#Q@9%F-`R2`=@IK~~SLDsjUo9W7wVhjurli<;OTCX!R|Mj)w z%Ig~%iu6K3O`kq(a@Wp8+rph|DR6UhYjQ7@q;+<50G8cLW1|mB$2)Pim*~R=TFCX*=?LRk?J<_Rs`X z=g}&0M-*KORpkm#VWae4Ebvw02$N@{4pf?JQvLxsqLl6VJqn-2^IHT~YU;b#rl6t& zzpx#FHx(X`(b3auy%b+)mfIFNc@kSGFEK3k$n?^=kOpXQ-!7 zo;<-{fzN-fsi~=|!X@V#W&z6o{He|nb~je~drON?f)%PnlzP;uI4Ob**s};~6J{I# zN0mN$)W3QBeYcgnyE{2~0Dh6AxcKr^SBU0peev^^<0}xO5;uspP#Cbb{`~pl(gk=@ zaphZrT!IQXLk3g;{fiedM`9u(p>-CM+-@M-b?PTUGPOXxo5=~RhwsblT)5zOO=3%m zlk<#*Mngpf(b;7*a0zko0UK@t!G#fbbtYi{=H}miQevXM{JcDMP0ixFgNi7fXq@^N zE}&chGobkahxPXMa&f-l&(?bQd29nXQIVExm_7l;uVPW@^UEKcjQd8R<+gN};n423T z>GUQiCkHbJ5iBhK@+bT2R#pNJDxTxF0S;7|FN`(DLT<3WdiA`X-a!@?8(@Y{6GRik zk#gl&oSJUmTCugdtyY@iq=JHijtdA(IJ%*y1O^5c7K#NbwLx6TVz_zhmdon=)t7ZP z5H)@=)%0ng%mWsJcidI=S{e(MXB)UHj`<1>4#pIC$gC=Fzd{J+blfRhfc64;4U$}$%0zD=oJUsov z?<>c?fB$Y`$@(m)va<5qw{KWf)6-T=Qpad1Z8B1IGgfbC>Fd*#`E4JgR&RSLU@TYTL(j;K2RZgETZW^XB_PgIIh@wbyn@$G_Q`4re_*y-&s`q8sQa{iRu` zZVup$@Ue!6CeW{$D@+x?3>q8z>x_)RvX;>yv}k2zWhi=BkSK+aVDQ2x_;TOAeJEF` zFBnxvNfS&|%{7ML)a2v`T|!;0trZG;YIwLK)RJ4VKhbRG?|Qrg@iuj=VPEj67a&Cg?9X~?~T7t zU3r|Ig1z@SK5-oMGn81xRnOl)j;Fa+PQ zwGH81e{w_^LkSQwx=ginaTodi-V*n}KxxCn!DhjmGU%!0024xM(Z;42jCNJ&K?wF6kBx=8ohN`|si>V9elAoRZRWv>|^{@JnSr&BW z9FYe#2}1^UQ^Y$rI)@wWPYv9{PV|tKlaO$&eoVJ|Bqbw5?d(}{vDWrmB6WAA4<0v!vsMj+9i zZ8bG#*{Js(5gLIW6`D=&Q>wDI%R^qC5T`}8XU~@+%*$S~VL)jLb|$lZd-qZ+qM{Ah zf3gxaT1-4fO<~hl92h$h^!PDXP)qG>VZWFA!jQ6>THx#ZCcvO50odkvb#&}>LhMKZ z`i9C%-+}WNO3q;yfoN4!DA;oe3R1}p1q1|;laVdDNKc;dK#OpeBc&wqMGZzHnS6E+ z)n58AWZ}LqU%q_(no3pR!vE5L&mphHIv(^X?3DI2ZD7lP;J$PHWpcM#*bEE|L}O7> zt^c=LS$G}_ZftB&+F`p-#wc`W&U}HQ`GisIsS*bS8O1i*x>0*zzenWVKuAu5cJK4@ z00MWW50_nS9upJel-6w2ifI&$m2qFODmK#7i-?SjeEE`zj_%J)VLyBbG(|}%sbLqn zy94DzL*~+Nn9eTy`VwQ|f;M7Q;8v`!uA;x!hxgDqJ_`SpMFw1%n_2p8JwdAuQ5J(?TGeBSI{p8?aZx5IhFYEa@8ufN{~GOMJ%>Sz@@1v zG`^=SGV949vf)o0ssL=W3xw7{yvX-4EI&O+wvWLPA`0~P{0|>CHkO+G^!E~4m|2y4 zqD7s4cYyt3(>i?W#S#R?M9Clp&_51QysT&jI`WqUi zn0Zbf-dm>*u~m7Yg46{Y8`X7~Yz-7&Onqo<0`_AU26St6q3d6a;T8@79tkmt#@1nU3@`3`kX0$>Y=;h=!ckVTZb2p zKDN75Xo=@dL7m{6X>tooOM7f>tchFN0}JTr=s*FmvDqP0fD_nLw`^?iuFz<%Ub!Nl zqyu=4dJ-?^4WH1)+JyI&SsKL{HdoAnn^LR3p_TF7U^M5xwy32zvEISBqZFw zUxDHW#9aC1OXIh1J4F#X5Go|tsKLdHy1dxFwAkYyu#GPzge4`{!TcMd1w)=bErq5R zFXQfJF+)a>cjo;@+;=!e^ZVM_GiM%zg&mme|N4}fe@>D(@dw6ofp{NEkgb)Kh_Ga3aHX=n`bf2X>dfBj+>{K-Whv_M&l>q^z(g*w<%U@d&=RE5c6 zICdR@WXgzWtHe+7s;Oz8lva5NEg-7((=YRq1dG?n$p@L4vr|&?fg7-N?*Js!jo@>W zGA~cG56l;|1&pUjuDO3vk(A=2iYvx24-ymEL`A=MbvZ*+!?5I-mQ;E!%`x-tB1{~8 zOgjK{8QlPdaZ#$t?(W?m&>ybq6U!f)=`TyD89tXFyNO){O&Bv01Go(pM>(y1q1PG4 z)738zXV6c&^R7cg0yqjcb@d=sil6zA`W>v~#Pxpni>XcqQ&mlc2iq?dG!-morH`hvRjvyD zzOpdX_jS}BI`)&`-~edwKYn}!_knPt87n$7KllZN4<(`K-VAQ$=ew&9GBPGRGW5(! z+@e4N+^4`9cxmf_55RmLsC)vB?XKBUDGcz)dFfa^t4!(B!Ax_oGOgMr|!(Fy54WM(Q#Na~a zC0z2{uUuhMgeq0r(xS7tg7yH~*oVl1Y(6<*<4gsybV74KuBiO}t^WFdI@+o3uyd*{%$sYl0DtK$>vdKF)dr7>n6{E!zT8l1Q-?sP70m2T!3B)zzk zSBWF)(84Fek7}Usr-3x^eBAlXSVq{l#P_d2eFF?Kcx&tm%vbS%958-C+C?&sg^9`P z>Qx1gMj}ERtw8x9Iyz=KFOLdeQVRC{0dN$;AtgiDgG;YH0ek~*Xo;F?W{FTc3tN|0E7ax&*7V)d2$#2u+@fDnSV15@!uOw6E3aWNes@gH_D z=+cftrLVsR=eOggFe_$OxAwiGAy?7G^L~$k6=!{K8^lIY30b zyhxS6UG4j5cMTz((o)$tEwfS&3DcvZ?Ck8EoDV9l?1066{QQ}4B%tI7maZ!Hv6A{w zy{II2>CQi58XXbg5H-9sTj`o3C+8P*-BBa6{g zIcc`vN7hGRj?yt&hZpGO?>6}dO5&Dt;`+xGRVDQyqNupKN@$%4qJ|{Qf9zObaBzwJ zD5WfitD1(!o(c~M!aBj<+c&NC7RWj(N;s#`N`=v-OL1y{rt{s164U#_-mCxxAivYn z+8UNc>RX6}cyFzD`j`rM^9{95G zB6tQalDNRe-gD@LafzFLA03f=Ze1IB$m@%N)r>8F_RE_kr=MG1SXfB#-f{(qKsF>; z_28&*tX}{?W zmAq51nJ3)H6SdEG5c+$2HPhNrA>y-Eg7hIaJ^VjORGunv{~uDm-|qZ z2e%S4`{qe8B&muzL6Py2!Owk17B$kcvrFJV;o?1(8pWX3iwX-T>t={wox$ZEVP+1F zo!CW8yrTmhw3Xkv+u&ECt=KZ$5tD<1gVWRBEQEgb_Ns)ic%nq2W4apbBlsU;V7PPr zx<568tjEWoAPrqz8pYbyRy$;&7T+=u{qJ8CkgD!OF7s2JsbD+ ztIZvVQn;wu!Myu?q3p&*-y4T%?(v^B{Ao^?=V4QU4ZX3si77+%#CBX8s@}69?>+VX z_=)JAmX>!|5C9#2P1EKY>go;zDxr)=IxGA5UdlDE2717>XJ=)ht@i%<1vw_P!}bD* z_Ojh4op?e*czE8unafC<6vnZYxCv|(5EDMYD8v~2o|q5^*MI)}Fxi7su!X^$(BwaV z`UI6m4v8M9JoN_#YMwH~=z*4mRhF0z6%@^EYGA;}`DodB>!%I=m13=k49U7KaveXu zj~xgvLDrLRj)5rg2iPasekO6aE>h03dzr-N!TumGuTm)9LQT5a^m1}|N(fuKzNrZT zh+i;5;M_oLQlqO=A{L^UwSp|Ewc|1tz6`)>2QGKFw{`Ta51V7o$Wj)+K ziZmb%Tn$b?T|GSzs=~s*U`;>F)tEd=lai5 zsBNpLvCb)8l2IH?7(fdKQFnt};n#voZtc|%Iip!a zEM=7S5PwinewJDh*Z~eBm_>ZNr%3w_`_8-GU?}h%|DT0>4d(}@{!Y#6=74Jt^%cLLWH8!~v(H``6kf}Z=nVK91h>{j9n zCf&{xm-4D=YbT%sxUDZ|6crVPg|#AZ1%Uts@%hV_8;xT9N-8QVbNvackL%J)OTEw- zcf8h3=E#qnjP5f@{vBJH!UAGHKh%TJ~C73a~D=>Q^(GH%PT6OlDb&&dgi z9X)$4lS;oP!_~BkQ>i`1I|@d)&&4%B7HJhwQchBREk!N&UnZBf`=vzER>{H1ZQHK>Po?9Fd(T+SD?osi~ncE_l zwX~jM<-qQOVo;pfoeKvMJ^}*04!s}kka}B1#72oCY*d7wsMa7r&U0h6>qcIb{Ct0w zad^a09&|~KxqEzjoeQ$!+qz;W3axuo{$uDb*qH3RdhY!JGD}V6hHWxj6T%r29YjiS zd{i@>^7?gesi*tT54S-`q0VBH3JdEgEBh-ZZLIXza)j~9%5K4I-NJf-SckQH4#+Ai z3z?=E&D6(_DdX9=cE2S7BbMJu)ec2y%Xa5m9+JIfZ5>SQ1`LepmSB3CnF+1`x}&4W z@ANn--kAN~>&Q)vlR!o4?nk5!af z{=Uej2VnfYrf5$2#%AcCUa0X{g`DU5atK%k?g;uimigS|WMB>XZvRSXThPBo$Hr!R z3g?jaf}bl5BOMX}Hm~=;nL@;J5P3wpx-%?vbUU~PCyWaAvcFDE{odA=2S}D}R9K%`nONww+Kxi|IXim>Wm=izfWP7= zEPo%OU4W4hadE!}mB*Umick}=BX*PcV%*{T?bnXjP#Mgp&ux0vskiR-ASyn-@5O1$ z%B@_dsf)~U1?N9`Z*RG@Rl-?9Bw0XWYj$EkU~Xn6e^9j>1RU@!@JE`%hao&oO-~ym z)D1HN8Vbiw5_-q)XJA05U^sl(1?>@z#SBIRSnkA$69>69DfaD)GT0PD`0ILo76FdPRqjbHYo`)Eg1lRj3Vq@5_q|5YwUi=OhHq`Knv#lBqnxTZ8tc7KJe+&cK6vn8 zIe7pbWP!xWuLXn!(Z$xSp|)|2|8yH%m7*H)2Jl;|W{hv)QP26Av^pX}pXJWbDJVb& zfJ}zjt8S=wY)ih*B+l7>RNwS{yD(!Q!qe^*w%GGa+{r4|qfmzMv?x^%C>`*U#_@H$P9k46d` z{s?SY`Mir+T&~$j*AXU2Mt9F6tAM!F%5?YQTMEMCeK&1*!c@ca%?+{)6_Q);zPU{B zd8Jd#?S|-hiZ03qEKXS=EDy=Jt;Nv>Fr}vu-rZO{0=n z=7i!z`>AHh^Czz!8`?effaea2w10YCuOpvAS+n0c?Ho3~$&wEM0^VC|<8bK_N!YQi za&v(du$$vgTVAxX$|@@>3khik)Osdp#=^|(IoBs6O||v6-`gzzPA80tM>+FlkNB$p z1W4w#5T~#PmhQEM-vI+nJ6?Kiv>_Ti9k&~plr)G6>7Mz9uq;%)XMQH*&6}r85{uZQ zC=MR^#uIsL9hRw6G!jPZ$aCP?I7At4kbMHXyb`jS!THjH0=wzWyB@@3*>{wq?ioM@oV&YZUVb{(*2n!7!}PM{Lue=&n>M+JKV9}RQ}BsK z4bZxL`Ng!bIY8p)UMU+GkMHj~9vEg>1@7u0Y>*=WM3wiFVc^aa%>SajXtlk^Yz(d2sX%O5z zas=51D4rLQjDSmUU;drVug}<{W}hAFAjE(@pF6iN!5iTZxSj{iuHNQ2&-~_vk1DMn zHBHIrA?>OI`sWn6_!KDu8P!xW+5|;UpPu=VJ6s#aS+=p*P{Zoo+e1g@`7$=P2SMA< z4&y&J`5j}-$ydR2c0v_z-cSmTq`iGB3k45t+_dixvHbmPlOj>X>Iw?zscv?cdCP^= z#L9X~n(`KW{>&gq>poC^A1%((atbNHUAuPqh4v;(;r;vB>^A?^{0L;+mKZnt+l~c{ z8_f+1JFlonY)Z7(V*m;W*VJco^W5jn;|;RCuQ%x^l7CPIA$Mhs;0}1v&iXN7j#4ji zntFzKu8(;UIu(={uG_gtcHs)yF|i1=z}$hF{;SyaAo~ZzM|XneiHU^2-JE{wRpG~9 zJ#H#h$g3V-O2g?0G@*%!TaRW5>>~*3UbwKlP{WF$&3N@n@$A`g6f`T*e<|!WVZky|;WnaC0+hm^W_VJ;-UDemGXsFxxg)j`?rl;RRC<(C_ zh_Rsa@RQ~KO}_`MIxQo!*{&^z(@#49Ue?p??%jFx2(XILnHiaDU-wS(Q;_(gd3|v0 zdUy59jpleyU;(T|{Dc!)7$ocIjCKBdKG9cl4FjlHR~8rH5vkrOIkGn`F?#zY31#}8v?&0a_9Ulg=+NaN-Z`{1eDs}IPRvM=t@I?@{q}RsBV#`gl z?2T#q^E?krBh*xf6K3Gk><>T!ThO)h%a>uyoy=v0#ByYBP-}B@?Ua=K5GTZ$6>3EQ zzMc5o&J98c9dAxRcc5m+B2!9hx4d)bbw3MQ`j!be1)}}`Iq`)hzk)(5V|W#?9Jt~q zMz+v;>Q=7+LH4IjSZ(p+~;dG`!`1S zl=m1K8nXF;6(hk2k&&wgXP;7Ey|VweG6OR7NQnbnX2n53%EJKc-Lbt3gam@Q`d@*PEJC(4Ee9>s zyy;P6z<-O^bF0!rZn{!uQj>UKnKeNDf|l`ZVBNKm2yL9P zLP!{(w$Q3u_tK@w>FHvqH>l>^TwK&sER~f*F$DckjL{p8Dez z?E978jwjxTqQQ)m_5zlaq2b}aXEu8Q7M}(ON6AL0r^HJ_+Ro4m=Ugp&vP}20Y!AB# zI+STWd(vJa7Gb0;0at;Jd;V5vEOwOUXR{F4j$%O}4~kwQeo87%i>D#^ec~R~3qh$D z>AHJ<9cw8jkBo+nc-wk?;OMz!>q_bCPB+Q;Y3`+IbN-HvOb>{rfAv)|J%hTV+pJxw zh3_r*i{CruV9l`gk9P{%+JZbhHGO>uk~PBA0})x(FW$R>;;NypJ|Avrp8GK?>q)h_ zn&_jP_axC~9X{!Kg8o^D3y&wp-V)h#$UDI=Z%!S#@PdFvi2@PAEHws3zP0&ozvn!m z_NhuTDH+*N?;@}kT0qTIMb71XK2FYS=LYw9!g z$mf-tuiIwmu`6W8FCOHKe4ETUT=&!>udPa%^dB2yIbR0n*F16!cWO5+C0LdsubiBm ztZaP66(GlI(-1j?pRyp^S8=Brm%!WOJ)r>}vBz!_h~0z>Te z*)xQ)Qd3gSJwKWB`n3hrGt`U-5i0fgpGp19K3WiqE}?S;1|lbwiywZtkMX(Y7!W3W zE}ROP1J1#@T}uC*{4)T~yLTtu-T$2pVet630xoD1IsOQnsfABj^ifB*4kZO-c-3JM-qn}cx` zS3P+4>>|Q(kO$f)p*3i0Xbdl{Ay1={Y*OrEhl&MAj&+V}**S#>dkZKD{P0l-=2p!2 zh7JF@6*Gy&vj2z}D-hO@x&&VS>oH20kjTqo>OZt=1N#EUsF1TeponZ99AO+H{vcqB zctbds0_rok@WSUuc3AUGQ*^Sl!&-XWPE&+h0x#GUyQ7*f;53R+J*2P zj;@%&%TG%ayVJqz*RlfzPhL8kHn04sKjyamh_|;eI?f?5+kLxtPfofKjdqb6Je><7 z>ihov9$E)brwT>z5n+|}Bb&^NOH0+}3x2x~x)s_Jc%_OrGLw?nP4(WEmiFOfBy5@D zVpOAXtnm4(}z~F*PaD>ch^C?)!H;n4O(QF})xq z@58B_O$iH{>Wl8YF-j^Frzy7bCDRa-LTDkPE-QzJm!Ct2!Sn8@%V-Q&-knZ9K#m>B z@(e|VxD?^@lmD3g)s2nWpFjWn`jwlFjSY^HoLqu>%GmfgIXO9$U_gZzUj}g@#>FnJ zki&lc@Y=2IyR%Nqn) zO_coKzqhCA;xNx(KIqKgbs%O|Fpe`aBp`=kdzF5&_b~JDoqMq(xEy|>l`=dKdyo59 z>NjCax`&hsh0Y?B3Zx6GGOkPi_VcO#BG38XV+82K&;VsURzn+a+`N7r9QLxI;iKvy z7+&TRElH~$Sdr4Fwc5OJlAJ9E#lq3MUW(&%Xv%~Bk{ef->Uyua82LXb)*L@@K_XEA zh5)iNJG2$QclSZ=mon}Jwr`noq;Yg-d90BUkw;`l3cYuGoqg#3KUsj!gG8afwl@E{ zO83EAg^mH}^yimzKd$9rKmeQEq*EMoFO7z1$^CL&Y7k_xNrp ziI?SMGv#n4PeA!ZWx;_CEQ6GgFH4dH6P4svp!sTZJLJHSE(R3m{iXOrtX0)9DU^dY z{QB0J7Gh=j1F+0JU=IM8Al(CITjlzqKa~n=flGTHVN)Di!V*D=Ij5l!;p{}vA;UKT z6+p?sf{?6c_j7PWX7og~Mq2x5ylZL6?=i`%mTB<=?%90u$KV3uRUpB;IkAc})kDFu zAMJ}l+HiQNIG#@N7BGklO|f6w_(9S{F)nUy6=mh?H*dnRM|px|tebIx(mxMK5wS$* zjqn#(FeFd}z*zwyL26OkuH_nnZ(&I@?Y{||0_vT8MsWsNX8vhC0f)+)hE!W;qEbbs=@f>8G_M zo*eu$O(TpG58dvEKKH%sN3!{Zk6~o~kq3|mf;~_UanMThg~%~JzWU0_S5UQ~*+4D$ zyS!{%>f!3>=qN8=j&2Ee7!C`bcrbzUbSb*f=(k4dB7o{@`OC-c`TP{s17xO{X%sxR z2}lazHtUP%?Gw2?=aJ6_s%O9fm9!Uv1j5V?x<}^0?EQ^>5p^E8TX11ywhYi2(4cXM zQsd&2YRftt6H^nVRzyZd(qZh$@-mBWOlz>RITuaX^$pJ1jz`i2+Q;T{6&g6WsZo#; z9UejU$%YVG4VVaifu})y#AdT~{yrjk6I%;uEgP>qq2rbaFhbB+pRi_(T;CqPOVtBs)` zK?uVTslQqX!LC66m%Cn1o1`NSdWVCO_z_qaz)wzibVro|W3rxzvU&LQwec$q(mLjp zM+T7POptN^KB)2Y=l0{L;?KU^k|J3AMG?gFKpM)+2VlJ5olwLeycFRC5&#NRmeQ?t z7>EPlrk;?=ut~=jTrejn8U64z0Paw6cd`}|7frc1c9YO{CyO58kk&DMd}siS7MEiu z+qc5R%-of2^mmpYA#EJYTUPAEPJ%Qle&#!BDXf71UF$+Z^#f#fY{o=yde4wYkA5Jl z0;&MOJv2Og-R#Kw=nj#>5BE}yN*dXU05UM|(COcIPs7_E%917U@#jL2QaNU+d zeVQTul9HxEqrbJV*-E(6@J;msYztOeTKHtJb9c^q`uGsIBkG11aJItDZ5_|UFcf%Z z(fSt%<^&$h@MRFhUn@@XG#8iBGZLc`p3Ju@yc1OvyC-LhV8@|cK_G*^ibaAsU4c9R z??}c>gFulqPqc*|456!>-;CW);P~;QJp`Wu$+@|mr&GX-bain-6t#A9ftlSR+nVXP+wp&KMau`JO=se(%?E#> zlc?p)5cyP|UzJGQQK_I4EljiGsPf|515l6!33G#k>@g%r5+J>wm7NV~2q#E>PD6{{ zz$vltNry%KUq3e5Kaj3A*H>I4RaE~c$H2FotS47JZe<@U;A)G52Ft_uVNK!?jI=BX zLFUZW_yO&g;^z$wYpnw!U zdD4O{{;tgQ{1=8r7zL-KhhETDqd{Zkn2P<^hpEF|W0B z6wLQ0Jok0%*v)W>dFe&s_;GTR;}G<&iOJEEj)H zyFIma(($Fv!F&xzBr_Q%^UZ;UP>gb5Jk6<>Bm|N@5SaeP@lJQf1FH;eVu!RtFZTwY zM4>)z{PCR_-)_PwB!zH1a7UU_?%(Pm$D(9m=_d+RhI#0(xUjg0(^DyUN>OH}CA2K0 zk2yIwic3mxL;-6Fd?}Ruj4D^#|3tydc2p+PPNs03G0kO)u&ubdokI*pc@}~G{-m*u z(CG^ld)o=~qOjAYI%K=f1+>P+==28$+3$W4e*&kQ^{B5lRByeAJfo?QK*i0gFxct` zBW6gFCep<0Co&}9z9?dV7YKhKdI3Ys{Mt2yyHHf|IG|Pdo5M;4$V(%aMMOkYWw2;% zwQnD5>i9j5^6h`#_tCInc(@f`B-Hu~k+>kHjG-8Gw}wp%B-Bu(0_cYW)0@x=U1AlJ zaGDj4nm;TSa&irxJY|YM{>vZQ@-+DCe6^%2zT6R(5B!r&(B_T+7=`mfLR^7-!U09J zOZdq+jH9Kg+0oTyD_6Up{ep=J9^3=>d5)7|o|op1hQDwt=65Ly{W->&xxh zP@KV3k(&%*k-g23^BXs~qq%ZU7rQ+sIGGpk!$T29I}3?D z+!0208O8&NI@{V5Dd1YcA235{v2VhZPvM;J>=fF}%CGt3n<7%@>0Y^gRlD%2Z4ZsU z4quw^HRjJ1zTGjbx5Q{gM0R{)Xf=4Sl-jeP5|;%I(-RkYX`4U^k&}WL;V8L@smF6K zs44w#mf}u7rW>c6j2@iD*ant177Wr5%{RmvDZc(C&jK)GlsI>0yenkrM zRnglicK?c(4}i2@-R?en+O6x`MkuBANlasCfR4O@zow-3!U1$ z)?-b{PG0$NzUgm-9QXV8Qrg7bH^*JaTv^=zF-zS`95qMi_oR0>z@69j=3f*?$oi$o z6(B~tQ;d+Y$jHEHh;;Z$_V#(8!7gFdihleqwePNr^RAXs$99i(Y&i_Q z&2>oh!*PUJ@r{cw?OS8hb>?Gu%Tieq0;RLg4hXkScJQofa@C>-!~Q?dx`FnIU=|{D zu#a&9h=>4h75Xy5LKZ^ZSn`#X<`Ao(O%r^8jG$HFklm1=u*zDdGf9C+%(S@qEDcT* z!Z^X-vGN`!@s+b5ejv!tZ&Y;exGx))yo|au&hF3zDv>Bqlf+27=4EmD$v-6bm385Z zx@>H01$u#Pha-La*{CV75Y^Sy@xH#Z_qZdFljaltgoma)Nwg$lk>~O{pd`Bo56!`p zgU}6f%aI8A)CT)DH#d(XEh`JMkL2yEI3QT8T7(b*0VY~;T(i4=_x)O_bSf6YU7RJw zi3Y$30ppLe!*A|d zJNfn2@CD=ih~RdEzx#7eO2n)Nkb2I;NT_RURNgh1_x?RZxfO`_U>G>@j{=UTmpLP6 zf}u(9Tsab^iib4etvr#qgocbtf@J#qA=6;RXD2k@&Yimlh-894c;1hEE$RJQ!lz3W zdz8)0W_eQGZ6nL$?3hx2$5OG?Gc`M;`arcQWV5V=%I?l;YtHUT#749$kaoqjCdEuY*W?bV!NJozHa1_$%DM8XYXjI0liOau zuFM_bUQ==H{9K84S4)dL=kP+*x^1Ky<%xK^S2Z6*3bOm|GFfwyRKC3JE%yjlV~?m5 zfdCB)0;NLKLE;LcK}wc}sS__S7<H?eD;VI%2Low-_k6`$=czDSQ0! z#iab09vY}Cddrp@YHBogFWi(v7p^{)S1-BsXN9=3oYIEga?{(r7tWqF;}mE0d3sg@ zp%!H{pcDYA;c<&Z_-6>F;Os)!pm(}M**zz{cb_NU9((JG$&i@2o0rMC5G`~@qh&w2 zFGRPkywb`^SxdIrRlKeaag6G{k=|}@#OTB)CU()#czLZ7_K)DGs9u%EW+(K^bY?$z zdZljD)*#EeQNIJ~f?*#P%%4wSfu64Jyku60R-46E-96rLR&0!z)d1$oZ9eOB?%-wj zDz|zZ-~&6e%`s(WiF~)NXVEC!Y!DNoI z-jk-ETl)p*8mAvB9~dh&_bD#iHE1mM(8rIzlZt^YOK|D0c-KDR?#R2t=W4BP9dZgc z9~I)AiI-Z5EJZWsE}T3`y@A|n zkVx9MuY;8p?Y%RE%dlboh`Ff+5ME`X3_H891a6n>2ecnO+K?G-COnxo%2cBd(Iw5} zzsm(hSZ)r^UGZ+~g$ox_SILVU5{+-<=f4AC3+b~nqx${(If%zk%HPbhk#@J9KK%(5 zc*D1E;Ij1iPcW>`JB49gMugaB^tf@C*SGlpb4sXo>I4;FZe~V14(--TWa{5=@XVR7 z5h^|0dj*Vp)2--6e838`?iKC!n@S@3s(9}mmGWk7DoGvSqIoK9MqIp@(R*{y!MmB8 zZf*!^NX}T{`fQ*_UyF_-d%e7|VDD^~an}~?J+JqAa)0I4o{{ndO~F>WcnW3}h0{vy~0iX(SniEf_GB!mHcE^LZ6h~rBL0Cf}j zUa^sGv(b&Cw+uQ@^Bl1wDjA{=&>4Odw3Yjqh8f5L#N#{*6B8^A93iOWu%v#Y@Ga|W zP+<_|qFt(SyRuwnj@%}x(a^KAgm3_~Od^q$1pf>O`?9Q;@TIaMo>m*1 z+gpz17m3aGm>BpqH7IvEA2F$pJ_`x=OL#50fu@MEUV{!eE$yNLDmJP2c4gH`y}?tV zXSl0diL$W-aKj0yrOMyF=QTbZN!`HPl(*4Wa91z?^aE*I`bHb)fCMD|GlWA}w?O?Qq)7Sxy>eiG9c2G`J(V7}c(A-`$(zzWGg^ zF#U?bbQv4X1Fr2H4aUnf2II3PvI^^bzl62e1$a5UF2yjk6J?Jc4I-#YG0cbKi*GnO zXE$cy-#&_A5hB}*Mp+io@L}+Zef0E30a2Bd4CG86_EY*L%r@~OpDOZv3_G{oPv_+P zp4il%tVj0wjPqVyL>s_m^7GTx!hmV!ja{Q4exMv-JI~KAGbN?FbK5djD7+~`Uc?1- z#PX;6DHwFspW4QE#l8W>N{#(bKKm%>3XwVz!jhdG0G;GJY#m@~E4@Bqy<}Xh7yHP zDx35!9|#;npRj04!V)W|;_PF`M?KZ(GrnBG<@39$s_gYG!v+uDK}3Q2W>5kO8##Ty zhyZQ7JpSdqodZH_b=LU%KY#jE5_uhx5m^Vhj)u?%tM6yZq>&6M=oj2h`SYs? zoT*maW1U8hlkD(^FXTt4I<%KWWEUZRrI}^1pe>?N%FfQ_+(v@f&^zunZQy4l5M^a$ zTHt9&UfDX;)z!R^HxyP=^dFH5K;)ra`fd0Ammi5sc8}1qx7bsZ-&z)|n(Na`X%hB< znCFW`LH5Dwas=w6rl+H!MS2vvk{HLI#MG4`zj1VY;ChQ%wiiLPKi-|i1In@DwC%{Z zqR*aBwJzR1o_Wu{X{dUf-1vY#`jsuBV9z_L;-=IGeI9Lk-^y=z@TNlBN8^?>IZPR{ zX=9;nFdqjt`?N!g+K7pcl6CI4<61>umzPqc~+Z)`}gi$_w8G!ho40vE=+)7A+0RN{lSwborl}ao~^l7R-K44 z#AQDo=jCaWjus;hvHU$kx_8!5cBON#$5=H$YTb>yd|1A6CDtuqNBmON+KCDy=Jieg zaeJ)EHM0vR)K^>N9!nfOMJg-ZFAV^sw70h>m4j@F)7+Ob32L%krd$`FglAAZ=iO03 z{P3N*YHCRhukSod&iGowVX)|UtBY=In6TX6^TdSgbKn35S zE$CFr!s~3urhNaIW{^ATcm3L`?u~I@!?xDE|Cr-v+D3D7Ky9DL(L1hAc61a{w?wJg z*)Pk=EKvE;0&byd_AlAO_sYS3O;(bOR@ zU1&mxkw=-3frv6z5D%x~#=r~b)=P_rNz z9Rp2gW~zM=peBo2|2 zN=8e5yG2AtkLm{EN-u|+3ffO&;QY41QX0jBL&l$16f~PoFUZh-`BKBM_mlKsIz_VZ z`fHx3X>qt`@>w?FszGP-?kDPeUruz~{&~*}Z@WbmRUzK*Ki*uRb53oyZii62bb@$E z6)-e1k{D`Vd*g$NY-dc22Sg6!baBuB?>k0vXLAB+fnwPx+8kcKi>O!vmN_ofjuzzPamJ4-tz=rzCy-6TjM z6jW4XB!Jz;^(_|(!63~8;%B3m#B5WU{f}^$3>HUL)*8+hr$W3gC{joKxG&HcDsxx+aa3$UC*Uk`bQLTmE5_3nrJH3U6}o zRVg=7S#RYdo2ExXDD5(N;)oZx$b|+Au^1>CZ|7%2&18xu{OEw}{SuT4=1Xo(w98&W zv)jNK)ptjX?`!OaA<}JrJWTkfu$vVD4aK9H?zReQtM}Av6}c;2f97!bP*jVqKp+&W zI-(Fq;_#GbEC|&3T-6+Odv%_~5Z)BgaMTwHorQLfS!W z?8V_I*}Sf^nfqTvKv`tz_DWlLJ)47x^+Rpv6%de3QFQdM1*m=R{{1HuExuA&4^#^L zRJQhHQT9snt=93%K@p;;b%A8Ybp1(ugGfXHYqG1Y@dqnu%x_MAwibDp%kFIN(`4Uc zJCTv7TJxR{#@khxqO^KSWAB!J3Xh`)y;ZYUi5a{ybWc^t2yx+&#`;9hsx!I)x_9Os zd_Az({$dAq)F=NssdO8_MM zIgmnd=9&57I|xgmGttN`eR?vF1boplI#Luq`tfwE5rd14<$z98UW}R$t}9ls?K@93 zo9KV)e!K~k`>mJ734{S@L;SPu?Q&dxX;%J@#Wt64Y{`fecRt_dB6DHafgYc8RoGOP zyY|_)s?*+l)gZ(xs(E6c4JH$Nzq@=R@Bw8{{>_^(!*$KS{>h3-F}``zPAj_cSMv%^ zSvb0-&rXlzlrl6dc=oJ|`H^$y;tS@t5&`)X8=k@(?V0m}W0EHewoaBT%Ia?i^^s7$ zKzNv@CDY&tpamjFn)|71w&7c$!~fY;h?H3x3Wm--l4-6 zKn9L5@buc}=SV$zP46JY7yS7(@bAs^m-w!Lh^to1&dBK5_thsvl^7$@{BDYhT01@d zQ-z91gwUUE9e!VKv8t--#NMjt{FD3L?XMsk+tJqW&NDBbX`@7Wa~AbkkY#GiwW2=r zl!9*cfwRJffy0eo*koKqy8!>5|fbXza!F=j6{i^QX_ACGOt6dG-Pt zRL}{?k^FuNp;O~Wn#=Mh2(g~B14y(6zu5Rge9De>4zkC|G-izA|9pJTd2#kVyLV6F zJrg#1>*VGKG~j$LW$EsQcJLL4rydb^e9FO)_GX?;+cn{q83bZP-gZaMu_GZN-5f*( zE|SZXHBOaJ!9d+F+CUNun*(#_N|bcm#eYReLQXJg+SDm18p+0S(8WMDFwsFtiQhS= zXV0FV3m2~YRnLmLi4J%q0Tys)r28G5ln${8{lcvtEKN&G;~QwtJS!=5gxDy~m%q}Z zh0qBoF&%PyD%iG{REE@k{0I$+RAjg5^1X)_6?(n}UbO1?(FK16I$!^XK{sf>gHL}6 zRJ0(HQDw1P;z#k2XZ6hi{Axl~_q~2yF6VQwW8L%gCuYt~dYa2jT+VXvMSWK;wbs^t zo^1Ll?uznYce_u!%=Qd@bgOammBJ(Ft?bfk=opP>uJ})B8|ejjxs5NMRZVn+0SG>khX+ z#~4@#t6IOD{&WP(V~yD!K&qoea&LJ4-1(n-7+gc?{LgiHEZaYDG2mGACDpGY zL7DM?AP$){VqW~dA4`84zW>wxdT$|M30a1$h<6iS>-(WQ{3T!OG)sZLd3#2Bmr)D2 z^r%>*B^yh!-NowU@}9zX>1CIx#RV1VZTG#;HANdf z#{)GCAC4YvZ!#Ug!-uNh?%aLrHufIk06s;|IuAqp3FP~bIuulP%0nU2)|u=WNPrRd zHBY}fwp(YuTflkyI+aN#EPJw6AKeLbI`5Tuv{$fYRgz479!U7v_r7>9`5?}p9~^0G zJ^N$N4mBLCv~=OhZgIwm4)+ZHRCG@}efkU5#^Q$$-Hp`IkG%iHu=dF7(ecp@_TOkD`u~9`V2&>s>RtHMREE&JYtPOI6-jsyMCJx5Q zrk|)^R}i%oC$NQ2)h*~x{+fzd2(00NV72TYpX@wkO4aMvh-n6_`sn0!oJy0CB$(L& z{+GVWNxs_>-HxO3E2Rn>toj8Tg(n6W7_B~F9$md>P6cQ1grvdjFnm|CBe5&UH+itYm)b(xspL9Jnf-oH=Q)zcul^^~E;#6fF!47E=n?3=Ixoe9SiG zn-&UPb>)LB{X?3|(N;%)Pqk=*z)YKQgxAatN5RPMc=7XVp%DIyu3jVp?RqGmOO3@z z#Y>kJ0cb(vP}Qa6au{{{FRbtl0SZSAkOUGFt|(?%1T?Km;h%|EVku;1WeMvXQzo?* z>?(*+KSRUWr`_8?0nnLnlk+cZUETw2@pNgXk-BjZJ<&@Ec>Vr8ovearC*jlH>8`c) z*d2A=LK)0mv`BwP`0zo49?_}OA7K*VFXAJ@ICx)ZRX?0iQd9(xsH&*I;!|Ex5%k%C zv_?+$;}dVEj0hycYY}EFs+m1|w7PaZjP(Z~g;xwDfrO7;x`dEwRYeajVP5g^W5;F# zHWIy%Vz%bN&qdY;NYgF6vFB-L>l;674y2r{{Z9MR(y^0Hgu2`atWb1%=sCIl%%Bk|nIytFdH}KRrj|h&U>IG$@Zl67U`j8cG9VjX%9SlfE0cMSQ$qz#T-P5{0P1LGj*GraM7Bmho z&SOn4s%b#ELJ`ReU(U<&Jba3BlA46Q0ue9BUT?cIQz+GWnj~#9H}fX*Q~g6X={1$Y zxHnFi5+R-E(7=0H`FCd0Q*8YX#+1-S>?#W;mcp!K9mF-0*Eb^UQ(bx1HwN>RJT)(3V}*&e#yQKQIv zl6G*!jP6GPjB)z&ClPGdb`FK>#WjU_oc|Hh5vf3+AjD~d(i1DvilpX3jk9b70AH?i7g zbJ3yVB~SKF*gnQA@5kI0HMWlJvjrSS(~i#)(hi?IdGe<=@DCV*V!L*XK{|ixR2wCw zZjOra;}5tku@!aMBo4aOnewWCpFY%)AcBSW@AFNQEoRS(aom7GC;&p&XY~QQ3MnbqTXh9N@MQ;*TpCkxNm#(Yz3`2xgJA z*fu<`>p8+1ofckHd;Zm4YjNzuYfnl`lPLuN6J2X9w;KZ>S}X$nW1*87BtNWCIg`O!2WtUA73bCb@DLlV@DpeaNX^ zT(*9D#p9BaR-(}Ga2GCNjBKI}*!pr>=OVb|@4~gtI`74%>yuKr8g)=z9V$Low5FUy z-Y+v_nFI#5IPbTu(jD7=;%9uubyfoEPh(6jf~R8RpGzo^m!B_bs)@NdD>~aVV+zw!eNwzv%8k|n* zUAvMXaG%KZBgs8v$@&uDC-o634THQ#SUh1(!iLjCQProU*T_$dJ2#QavRkK4I3%Mr zhWhZiaEJV1o)aA;YsX~3044*FM-91IdUjzP4rKNy#$?J>MEuG;g4Blts?Sc2(X64`rlv0z zxniJ+ZEqw1I4lDbKT2CgsdsEaCo5QkeZ3dBd?Yy~KYxMczV~{zI`z~Ebk?2x&#qqO z|0t{7HkaLZuifr@#Aunvnvo@2l7?L`*t;dks@nzic3t`uv!4v~_0eJfB|JP(=7ONX z^r3@A);4zf^b6F}#)^%WcU@rbcWl4Xw`g+`oQhvb)aAK3D(vnciC$z|NB^Z-H$4fQ21 znR0svmKiP$uv>sAkbJFC75!T5XQB(AB-kZ9iyG zC(*Lszt+J0f_c%OFuY|q(LsfU%AK`u;KY;FkKZ)^@(xAg8Jq6yZ@aS7!V|AX?3!Vk zXt#5=U$0d+mW{YhB|uf87b*7$*SWL#K!-3CMTrF zUnXaUGsXhu63B|?Wc!gFJ%p^Vvwt|+`7lEIC7aMvgoTE-P0nwxU_1WQnKMZw4vNU) zq;0}p}S^pDuvhCE} z9DTJMqC{PId41&YS{^&mkv%{<4DxFKOBDjzXc?7x*IDsU&4uYU)PMc@F*|V)GO?J~ z4U&kXK#_>(xOxHt0wiMW;<=!dDeKCF7VJ1TSE;i>AYK0oMp++jb}k2l$nM`z6Q8LDiRsiBtW6?A^+?!jswR@M$s zu%0q$Kr4}qXxW-S)7G7X^!WO;m5BS6Tz5h7+@xb84FR^BaG(Tcefs3du(B}Wupg~k zBTi2mwo*TS%#D%Oqpc*ifHs1Dd{pI>w;Hltc8KNVnwy$7Ync!0-TPKyVYHAZU65K@(L)H$!dO_J&S(6}b$J~ROt(WM zkRK%jdl@NhobI@;L??#!dg3mdkYD4vdiBXm!=BDg)>x$%-lHLG%iQI^-4YGZ2VA&N z2q<1q@M%(-hHUKcp2u{Dm^3p3@LNLzm8&`_U+9-(a&(<)35_yr!Kp5a^u<8 z@i!-_E!uzi^6XKg^dO%2oqg5r78dp&K3wqPb0Bj<(CZOe`3b%X$TzdirOnTVH*Bv`|`15^NrECG@={%Pyx=wv>kt@XD3E{hXAK#BITX z>2v1b|7-pGkZ#zFn$bNU;E)rExCFLFM1a?iBN*}HN7Z#!FQpyqXK79Nl8~AQYa9B< zrKsl~NyKhJ8E1w6DP*vJQ+abhPPvZO{{7*WwsBw^t3MOWQ-ZOB%Uen7@UdgPBnkxC z4KOx-UGE3RBAi*vEA6-j-)~EZzo-7GG+EPYYn86Q=c|ymZX2V66C`;)rw$+PdwW7p zgL3yze!p`%r9}2Un=!UqQQ(y2W3)DxcUo4Me^)-bx=$st94Z4u556l_5a+puOAD<8 zCfE&9dlJ=w;B#{WX=S+fE@x-M|8nv(&qY~NGZ|X>frMg169_ydDO3ga> zh7<|Gb4;&01GPk50L~*=A6a_wt7DpJe!#_gKIv!Yj@G--hC`7hSeFHxy8lgScK zyoX?5);}uvvb^A>W?n3UhKTFehZrTz@LGC6wZC@KM=o7qEbXtbaLd+eLkAZt1wXo~ zV(ZoZ(u3Ok2rbe5-!B5DJn4PT$tEd!OHGqQLuQu)sm3{3!z?;#zcFlbxISdN)zI%W zc{FP{l(*SuP`Kl;A@7x{Xyi!kimj9jJTn>;@KJN-pzul^9k05~Z@X!4hXiGd)ZS(| zrrG$_$Ag37sI+9h9Am4lA3HXR&-ZbNM@DU0>DsCb1BMLAw=z?()dG(v_Dh(aOR!15 zS($XeNJo%rGSzpeR`hBT1nJ%FzJv9iJbRW{-fY%Aal&xIy}o8Nd@7y&iEaEtQ~TEf zPsU>*U4Kzp`l+U7Xx&vSX_Ihbv=1MM&vBs4#9UWzS37?NTOU%{io;!xT72YA8miHL zf9~4tu{UOYF%F08^)qYl^7={OkPZBTa~T=p{UsaPDp$?SV~z)X#2`h+4z)|`F?XXg zKW9CVIwB}O4?6CD&><7pycy&~{X+`Sn9-waVpG>wTTYtN_0T@=!%JKbFG)RgRQK$a zwn=xd-7Gp}l2-y$N8v#du6wV)lH&`JbHwJ>l|`$R2fZ?xwn@pkro8Hv;j#SNxig!! z4j2s$b-2Djrzmpzw9~Ps9?c{5m;G2Ese-p7q-dUTA}0uV5lE@!g%i}mgrx~^gssj1 zbMxf8Z!91-O--BljLw`r3&SpryUiACQtE3zbNaj9!&Oks0Bi*^j)f0L zI}5cE${^ZD0B_nfB&ci^Xl((uLnLs^c~z?I{@n$+2G3oe6nwHsNC-P0DZYAi(s@7o z)$>8nc}1i60{zA0~%bR<&K@SXaGH9JP$9DaA=Cd*TE$QR?2k zcLn3934vLbHH+ceQhW43kP}2^wh>u#shE-KlM2! zQLq(L?QmQHG3{im6onpx1^E`l#`^lr&CUFLO1r0L77)>W4;TyN;UDKj+#C@H{TDyW zd-47J(uMEyEiY-gtM`~-;g=>=2yT6ge2Ps^hdrr`)Y4pY?3sPTja*gF)xMRgZUxuw zK09H3_1N1!bB0WMx%6@75|`@hi>C*Ppz}vI7UFWoWoev<8t@zd6S_LZFk^Iv;IT`d zpRFO^p|6?}9?ROY-Me=S8UJ!}-l^l=mK*f^GfHZ$XXf5y9MEJn>e{f_AmTo@TFV zKmBUwjwj?-D~JQD*2_gR5%N25`U6jsdK;k_SJ-%)K8z`6z6bQ9ZagR|0>zklZc(SC z0%RZ5D(Ijn(*a%y+c#o)AMxm)NT2B2GVN_Vp|0@xbE!T1Y%4k9Ao5VM7Y8E zntHY1*?+YFMoDJ(td%K8*&-xWG2EUv2(hUwQl}1gbxnS4;J7H zz%7z!oeq($&K-H%s!!mboWz110cH-qt-9dnmCFUl27qp39x7ExDeT-f0y~GNQOk#R zuRC~~H(xk3KCh3?j6=y`g|;h~BsV#TGoCdxSe1Y4o3B@K_G8>=HDUBL`zH0!B7gOt6B%aw2^d=!g%;&I?wh7uaw`8i z!d-o!!@bEgCCCy4=Pw!o#5iGFEB>^)f7*%z765`N?U$(1G3Ct4U0+JQ4@4oBwK{3h zcbeT}5S=Vi(I+VsYL0Kf?=8tCzg$U8lrAN}!OWZayiiG}#@qtKa$-l(87WDQUQLW3V z7A_7Oe=dIQK*w?BQ9TNjf91~gp(<2W6vT~)yAYZn!;P(25M*f~89J>F=!GxZ%(1od zpQ0^(D2!WOGV@Zpcd@BoLG8YXm`OJc7MV4U>tWGxoy97#MaPQHDdVpmsxy1Ab-Gvl zwzliZrQN{|YCZNk0_W3CM_GgT6^0obZyU3(wOGv9u)#?MmGwv#1vMP~XxFY6m%JD( zy23N7@9Y%Q*}I$S&{Qf*9-aj(Horh;s7^O*rZIjlzA9}E=r?#(J z0RUiqxo4|f`blD+JCwPkCr;ENmq6>loJeMWgk(KsWEMvuxz3d2DEOI`Ba8x{zyIjS z-`&PuY#($@Z`qm-IT5l$BC&Ch2F)*P_=H5Cd(Qpq0BKB+<<{wS=E9(vf`WaHhZvW+ z{ajzHIU(^81-D7vlq&cznHFJ*N)J0~2EHVbf!)S(4ntLB{`uy9H|DL{+s4m}i@*J> zywkbOkTA0~2m2VvotRB#)z_Z^sUw^xTqc3^OHS?|l|)+(pBl$=$W_jZq=k&3cj zNbVkExs=GArGBN^nSLX6D&B<1+h(uoboREivw2bhT`B?iqsNT-AxyR^NSe;$m^Ev& zGy>5S72n^U4_Dn)a0HU}d2SFK|4P+;dv*FjYz+*HXv1Il+|kJ?lM@fbkoukS$sz?k%TNr$zMJpOUA;oVY)@7H(4Vy- zKiQX@6!o7=U)lZSu3?wnu3o{$-k{N&Hjc*f@YS{5Z>YT?i>UA&O4dpPO|kJyX{`Oh zZNpiwSd#$8px+{%Uz3QDizz87p{*lQ;mC;-j0^OP_$3J%zfZ?YE9hE6-AL7w_Xz(j zOddW2^yId?pb(-BWFS`je|E7^aTGSLwEiPzct>~ruGTItseG1hv#rOsf|mG6!%XV# zL@qwKF=0@rA$QljI~g_ST0v*&l}()tc;!^ju;NdS&HxBl3rU1x8W9i5ClF3l;*Dnt zExO@lAtao)Os$$Z3*SQxhaGqrC|zAbm-OSugRWG3ja}~_#xyZ|waW8wLY)Of=^nni_KJYH!17|uRHVl4Pg%71|>mGjt zJzm3!phM#pAz^hB4qk38zR{_#T1Xz50hYkXUSZuA9voXf=2Wm=-S4jojL};Iu z+uBP@r(Wrbe_c#P)XOBMzt8H|$l~?PxyRw_mUiTzl~zBbkcTYS5%wS$bwQiljhm5g ztO08wv%%K(vU2POKXc7-(s5Um`pPSJxq0hyuwLA4ldguw#-|}f*jjWzc0UKKz7*ke zYHHg4dB^vB@$Q&s@Jhe)iPwk4FJE5Dyx~7-`SY9&F6G^4w4VD0izb;_6hhn`IvkM*GnWdG+e@u zhTElG;U;G4GfsgM3_QXWLPlb*uMhg#%F1S%h2BkQ2z&C?L@=J7C?8yVc!7sLTYx~wAvD>zNVdk(^cT5tMh}Af;DIjG;pcyPBG#thgeACD57Y&~9rL)e| znxP7|$79xZG`I8jANKs#-MiNg-)=L~^S3jxk~-BPe5ek(XD%q05p@dD!D;EB+e*Z& zP)aAHs7y0*H~4kw!WM;5yG9Pp?q<2M|Fuzhjj7=!nji9qQCeiJRD0d8W5l^VCgrN~ zE{-Lkg|Aw_feAuMpX3VHy$en`aVNu^@`WPf=8v_*ODmph z%Bn;ubk7F#W~2!@+aeLgZ86fHZ||qt*=+;|;wHp93D3>(Nks)A?V%H}a-^Z_3Yl=d znj>TH`Q&C~R8dRZ80Dwn?%HLOK@(>a3#Cu*UxwYHZgjZ3;s7&1xM4iS*`NwqI@b8f zcmQ-fm|vY94u9)Eim;5{Pqm*7tK6b~F>98EWzRWRqwaM=KgL9H&I^V{$Xl8!h+Q`B z4IVOJKz(DQOXf1|AA|Y7lw7oQOv1s85`Ha`r1rJq%eCf58!pE^v6jYYaUR2jjCXO# z-M`;%+&Doi0cM4%6;VY2^noz;MQV>ah}Mdswj%PvQbGL~=5Fqe9M)#RucQQTnI!q9 z4u9_bT(7F2sQ7~r0Suaa^zwH9c}=4vwo|9Z+oh*@kL)i8_v*~Vy0h)Kr1l$?UJ>*SiPOS6NsRK72ZvVHwv`HyZYE(7Wl56UymweTIY z6_|Xg8+V9+zGu%yOC_W)2#zWU71^L7N^O)V^R7q0)X*Bt3kOKXu*JRRp_8@gbcgaU zK~>|Ma#ETu0E_S+JQhK*ZDsS4(+-yJ3m&tN$WDX;1TM+^#|kF(%}Cu^J824YMbLDTNZ6CFt#(T4l&r@16NfS2N{sL0jWXNw(IN(pRQq6v1QrXj~i^fK3-j*liEAP za+-<5c=&}recH5(b2C!M(*T|Ze^!dehzp9-5V{UWBdYT~F)6e^Z z)yNuyq5?YpxpPu|m|ex!3s-v#;o_|55GWD4j`C4crb=20GYPciqJgKT% zVz2G3MD!yJKi8?4T6;j*!EkfaEQ^?5a<%Qak<5;jhY7P`D;cUC{;1LIF3s5eslEC)C!5{wT(>R1#7gQD&h1Di4RM#J zmA1St_{wb9I0X((s7#cqT+XN-RV0#$PEMW+792Qu(2of6hm{sAI&AvD%DwjG_GpbH zg5k($)ub~k2Cekmpci&~yq9?s5QlOc8sje910#!UE~WqWvs$rk#@@_X4JCh;9RGRC zM;i7aY4b*^q3U=w!z z@qic986R}tPrOq46!ZnPet(^$e&7=2$iN0;mWpq_u zG2Le40H4%ys33B44V`q`y8$+AJ5ca`Zi>9fw|cC$oxvO{kL_x^txq0Zxe$1H=kd*j zw(omwp|7qRlXDkzxjuslAXKeX;Qu1oP(tCRBmzm$1RgrnhiP06x*VoMrP3=;pJE{z ziWS4g#tq*K;xM>N&{j|7MOX3@r#spuS|1TG8F}3wR9y98K{qQ0wEWX|%B-o~mU=Vc{p*EmV5aNQ`fFu@D;#5=+ zqeXtZW$X8Kd5?Wvqa#W^zZ>y|g4u5(@%JlBWv%^5Vb$g~Mj)Axvw zK=hQ+jwkVqwShk_0%dr zqhPhvqqg!4Q>E3~d%O{uF%Dff^QN)wMV^Pe;}@AZc*s-kT?n2qX3W(uUa8d|#-3T; z9zzIV!2h_U7~k(o)!$>Ve@r&!uMKQ!4F_4315kN>B%pp{fd9NhWzq&kIQqeO?Z z88f~47#Ll8iGfqaovnu4K0sPoH4hAe?Aa-|a2BknoPyL-Z02k}+saBCzcq&JmphX+Ga=J={sQ+JK7krKG zj=!A{U>4N-<$jLqZk;=am!@-T7mw0Vu-zJy7`dJewoaIH5cmB;1FAe6tF&tjIkFjI zCjO$0<(Av;td?1jcvwR5=284&Bz?4H@7)8-bTUwpmt!=M-+JkrKol6 z2nB>l02zSy(xvOUA)vnKszsJaV6Z#BtW^wZhz6C#gF$n7(y1>BoSS*LB?tHF<-vxa z?3>lE^VjQ~!`%#9ML!BjShCCCaGi6;;?30qW+#_+R@O^fViOhEZap{6%d-nRimu=` zWq=+wW>6zyH-J-Vz(Vu}ijD1Wr38ypQd zQUdkopYHKz@MuNTHRYz)`kzyq^P;mtf$6?_`7vJ_uf^`BedLxW#slphGpDIWrTzP# zK&eMpEDTqn+&jOtbQeiSixzcNQ`;CHg!##?8$xDJ%WQ|x>C(}S2PUbi*P^L=`*!1b z>eSAL&iFF-V)v6Md|6NvYPrEozex*cFRDHbw8jTg)<3_z_5v}M(K1Fo%*8sL@Tpiz zArz?`2N@XL#VL+e659bLRM7@_AcX6fR3b91qsyn7ol0E#ZRU+hw*$ZFzrSjrjZNcU zX-NZ+W=^+v`c4^mvU2mZIx{V0L$k`Nswp#Oj7~46F845073(y*&h-(?YBPNqve)|V z(DvgR>>iBxrGsjkDk6Ao5aV-7hWG9)+vUzJ`t1&pLcV1{lTomgqj$i7z~N<}U;fHB zXMI^_h2782$l)_eYEGg3miG3yVzzt>x9sU|Z_vcY1%OWc&(lO4lF+K>sZ0gDS8D+il;$nY^vzs~A|_i+aNDB2>)X*+lCqU|oI|Z_jU4*XCS$Q;96h>D zjrMwoMeu`f-L&Zk+1LMwHmwosH{0bGdz#=MCyeWkbAW>Q%McsqJd`b@o9!6?Cpu4< zq!b)>ICIu#1T03KmLd~*|NaLO1YXo@eFL%aEJ@oqMk?(G&F!ib{`QbL1rt*mf?cw#?nPMp zpmNM7)^~5fvuBRV0t$h511=qwy!D%Umo8n@)l>JZRS+Aisy|Si(}DA?B>liB4Kv@1 z)Rv6@QzXBJf|X79{{s=2*u}r1wjw{L>g`*o1~OF%B4cQX097y#;?^zu$FFUqF}bm8 zhzlkEz*gTj&Hc_&Eex^HiJ|<_HVjnTr@Scn7@u|ML z)uOn^K^Kb}%*To9nfme1-6m^2{2+;#5>c1uwsqCLZ%YAknd<$6-bpk4-lLc&M;~;CP@X4Z` zr6RKHSi&3p2gV9xR`v84HzPLojTs@A%RS7wErii?};TfR~G2ljO!Gj`+9O!?JI}2{g;o?7H#&Jc=`(->yCdl%-PN0P!HpBxZ3;$fHSVj*U6S#~?A?G##Ykvin zW3J=b_0E_t!mKG5+q7$UF(3ky>2^+g=f5F|maq&iyTSgn~dlLVls>%>g zAr^$S*&#AC>xGA*6izLI*7nHZ!$AJbZAJvrz)#nTT-p=wS>yQ!tz;HtN4g!Wnto~a z)F&ebWO#&qQwY%A<+Y(?{XvcFkG8kE?FOES3NAD=erD>!J;K8QETKzch7`9MU#&zF zSN{ZFqd2qK=Qvbj{KScp->YH@^7tX-s13?g~)nUo*{{4+qSJaIBGkB_M{g2~y zUoNg%zWnf=kh2x%u1?M~2`4k>DF0Y-P6Nk<=404 zs7Hza$A+q*;UJY1jawt(+8?0tw=Uyg{72-uy1Qqj7QGAqk^B9#`Qb=|`c_Ttbi>r& zY}q6|9(6;q*Xf!5LDh*zo34}wM}P0@JfYLVeXHu7Qq2tx9%xF{diZ{k$Mor1E0sG% zNl$zWI(Irg_*s}*z0_%LC%M>gbp`3@w~hH9=YLfiBWJBUuzCIOuAklCuC3i&U2rcs zD}>zS^|4NU_sc(_lYk#%q}=n;Qo&2YLk0W88@QuJQTEE%x%KBzrDUM7;tO-}ro9=C z3n5jfO;aoRChIz+p!}kPE|p1jP0iekb|NFyz7`?T49m>&>7|`<>C()!iNEkE`VQR_ zBCp<_ZyvJ`6I^=lF~_ELw0{2LMIxhM+sZ}__uI6WM{T39eAOyMefK2aQ;oY{55E-O zde^J;uZa(gtiGqqm;A1%9y~GX;PUi#9j|{FG%+e7IH=phH$H;@cj?@@6_u48X`^P( zUgF_#j>FF)CFO5WwmGgoq8)#IaQV}fI+iy*76`vu?woT=d0s2F2`BWm=~^Nar+~;g zHfa+zhOg=iiprO{`MM1gUI+PYa4|tCitq;33q3j7Ho*`!B5*z4Gx|lQ!wepLo*wzk znSl^d0Gzuz6j%eLPSL+1{wCU7X)T|NgMt`BcyfFcSuZDg%gB@;lqr+%j?AIzmP)LB z#+t5kChwhbC8|PZbLb?Oy@7S*LFk;L9xoc7j|}tdU3smL+CSrmii#d%*DG6FJ9OBv z!N@TlJu0pZnJ{`Z$?$h>-4ezak6>0iUPm;{pP!yeM;VSvf%mdYE?ZseioN%UR zZIGSQR@t@Z=8GYLqjP_j)&j#-k6uD&B_uUp{+?A*{0Di?#-rMzCC`vE^ysVMEqR1kBHz)kGmPpiL)@WO+DfND6X>~#wc}M2ziH`e9xnAE-A~V!n~cA$KO_> zMWmkPtet;RQ?!5U4b1?uqG^HKXoD7ZMH(XcUi8=?pjmnK%x<328NH2)?v)K%GNE0^ zjKL38>*p7gZfxTi-R=621*UBu>ny>u0il4U?N&iSG8um0iTo_8IkZWgP+4^8()@U) zw-CleR-rp^S2X$0+NBad{O&eBEJFs zHs`&2^9GESOPVi~!UJY&idL0qh3JJ+rLN>e=9lHx$X6(6w{$k4Nn=F&=El1+>aEmL z@)lDOEdDcN%9NgQx5ctD(fO10;|p7I-*PJ#?lB)YMNa0aJL?xkH>EPynePO~fgpi0 zQNH@krO4|;W#t*_0We(S>FY#I%1iJ60FV2H+U7o=Jp~4Sh^ahwPBWyVK>t8@z5hrXk;up~b6M+GDJ;e*`rp2OWfBSn)M76$)ks_VU~VChZ)SkFT?`h9L_MOE z-0Jw>)Q}|2Y-s0}@|Pf)Vb*ET(c~R!UuV8G9Zq4XJFy4P1EJHprtbN%Z`zSjo~=8? zj{$203re3{R#GCktYYnZ_IS4YH^?`2^U=mqW1p8I(eDuBH9%C~zJJGi(eV2OtVC%^ zNnDM8OE8XMreC1_dc@o6G;$K_PA4`(VobhQRh9d?eI&&Jcee?%wvL$Cdvj#uB>nhZ z=g{T+_@UTk|Iq%{3R#51YpwP?S=m}tr}I)Hq`NQ@3Q(DJ1I=N+5t6;rj=);Mk|!R2 zVo6`jqBB&B5-v6^t$uO0g)vGM;oS)V$I%^7mnTn+h6nX~T?mUMlS%^}gePbtLd_Pm zmAt86PjY{+Y+Czx{>it*NA)8cF6#)F&Dh3ENcXNO8{b>rN~A6tQoFZ%FxDQHYAJjv zB%yb9{Y@UKTK_p_Pm_1!+Re=LD=)0}*mi<5=JNOFi;-)V*ZaXjQZGj1V0UoHc(U}x z`D2-xxYNCwtPo#=O5!zAZh1$abnWU@K4suoD+O}%W`k|lMiv4|tM0lQZ z;LjJYs0zU!z)a?xO~aWDD^x>I^PcRJcG@ju05rT*#lcua(c@AeZC<&|mSf8Fh za%{bKR@!x`GmsY@y>=++<0?LOC@b!5PGDkr5R8mZ8Z4aqBS!q;JVLic)Btc~K=E5j z&N<6gtSGU#ymk%3NlpiDrrhQN??o=I5leplfe2ui*1X|4bT{)WDk+(K274uD;L-i9 zIz$Sk)1{t_XlMDGna%3|^FWuQLqlVDufjlCv6w21zG9ZkrAKplg>9Qi2zXraQ2m#n zz-AC8cPCsHP)g1Rqs0F-tzP=Z~1sX zUTf$jUWeqpp;r-~D{3qW1ezk71Tc35OydyLZOBCDooad?xX}B^v?GF4EFvNTz?-XZ z(W|d!P6)>c15;n>*1BiHUDl$X*&Zh5t!idzw9)PmSp^{P-^NitUa)Ax7i(7`G28Wp z6qW+tjB67HIIZx7j$-NGEGyen{jJJCowz zGUW-C1_eMRKT7C}QB(N(HbnJ{!-Eq)W~9QTBaiCq>u&}wcBCFBKZap4hx?@cjOHP{ zZ(P!y!xyY!nUBwd^<#HB9?FI<0cc{t-yFxbk2N%Dm?3n#2h;^Y%dBto+9{kUvv$8P zZ=(%k!rMJi_-l&(RED!-NC5rny=j-}^4EO87>yfVw&N8GGc1vPgB88RbHquFfMk$Y zDbnkPjf*w22lE_Q=#L}U>fo=j&<#x49F`|YN%WT-~|uwvwZnN zGM%x&TBkK()(Jm3^S=D@qeFMMl@)!T+t7YPEGzTa8KVuTA9B9lACC0M@sKaI@wMHD zzXJ$zFO;nRIOoum)^c*hAGBR?VYl*Yrxm7M#3HY}H|>9ONe@$MmA=3NOaPfx$sRcm z1xnBRd(4ka-btDgxNOD89bfyFG(Xt%vBvn;GNR!|ElMFtfZgD+49pqSi}r`N<)1s}&ME2ELE&*$qAP0E<)cDT zUo!2H*SpVt&00AUcwM(p_CPO8Lb#B z+VFFyR*xd(tXa_7lQ!+8$txq>i?e*4L{9a@kFlgf#11ufzz zg|y!K#Pu)&spq!;Tqze#)xyMJu50oJ(G3+-I+6I&|cA| zqfKDql)%?n-x8`clH3Ucn3EHb#R!Utoz$Xkug%k|4@#hne=6LA%tgH@QyWXj+NBe--Q9I%8xe+8Iy?*yDfh#;do`83T_^b|9PjJ z4o&&~YSzHk69O&t_1~k{XecXN*I3GnBE(#Q$Ih6)gcl_Nqj)xjvc;{aJI}2_MS{m)1 zrlzKh_N113WAL)Lc<#c5hbH!>3j{JJdlgoDsheBLqemY6d47*;|Fb8%I{dln*9Rei z0NxGpo|uq|mXN2f4Nu?Morq@V zw96d7)6ymut*+C)RVN$;aaXq{eS8{R_%6E3z>Ra%KugmmuKh&K!33ai>3&CvSfner zpsvT&{CvF;BV2xN)f0D_@ORUmtQ_k1m_oDWkINFOZREa^|7_>-w(D&ts>U;em^is< zM+Sw_{s=WBntzq+Ucz7QX|!^6_X{L_+y!5t){sh|V3~>npuEX;@7c2^;sJX&a*X6S z%B~|dMRwX}(~pvr-?k%`;!eY-pPY~oF1w$_j=0)&}s z!$0Qc(0ddpt>8jVE%neKLCgDwZmjStg;i4EUljnLQ?+s0Z zumQj<4b#`ntzc*xc?(|7f+>TR<$RnO=y1?v1kf^P<>lmL&6-kKP;fu2h854(6A)s3 z>7835T&3=@&qM1xP%YHdWF*L|!{0~H{FXWP=DA?#O4GmSRXQoj_!7e&D(fF139(_V zyS;RbD&(gNpdV3cWd9ha5FNpqU;ZA2#lJJ*O1YggXuq1BDo1@sZY57yzPSNeLc_HszCK`k_cmD_MlCQaV9adlFcMB^_`0DUj{~mQRuZY(IuWVf4gf2{ zG<(5}FPO`o5PbO(rdvae5g1NKrQ4x6k*H!Ras?aIK+A7B83+;c?^ zRZ;bw>4>9(Od^PVN_YBXp35ABu!`XU9Bbst@*H(5^`>_ZK}gwd8aXF9B?U-AD8Z;F zr~Mjcuho+|3s{wXsamlJ#vd}_Eg&~Se4SyLL|qBgH?3`L$TVp|?2t=V8`6mvJy*42 z7jXHY!V4aXQuokYz%(8dLa(3e;`{nq3PP+Hgo`YEQ7nSfj9B!;@^XM6VDYLQ<0jB{ zN|tBOBHq(&_}n7e_vlXOrrjs-jhW{S5LU^OYpwA+3O_6wN6{Ig(33$U&Q{8qym*PE zd3}ajItU7Uhh}EkByTS@G%la3Mz9yPK<0~E+)18o*(Fa k2qPiW80aLy?0-L6%v@1E$p19o@)55SCxTCknuKE6Kbt?GF8}}l literal 24627 zcmdSBc|4VS+c&%_gc6x6V}m3^2_<7HLo#KGNQp?IOqnTE$WTI2#>`XZWJ)C=AyekD z%=0`y-?jIBUDthm-sgVa>v{is*Jtlt%U;$x*LnVa$MKzx(_2+pj*4WFh%umSQz#kNM<#ntHgk7JB|8A+UOf(`8I0y>o&S==b9_w__qpMim zKBXYzF8!W#Kz7&e-P7mJpWl6}>`Guvldib0E(0HFnc-;Kd@~Qvo%zFTJ$zR+rx_Wj z#c3M%+dtGI*-}tBy?UeF`Noq#j)T{iiwu@;+_$q^Y;Bw|x@lsvM>@Oclr4E_(Mm>$KT-b>{)%Oo12Tvx>lO*oz^U`WE~BSFV~K3tj($z7#P^v+TuVA z47yhrC*6477T%xS#d50d%a<>|ew{jYY-+M})8g&z?F7@yJ1=VPNRBnBjo7ni&yBB7 zGqbZ5FJ3IV+xw}j*eOY@uR4U!_vzD}l$0Ya83uNC3;5~m>};f@iL?R+RY`CVV?llP#bn^G3y!C*)?iSMn{`*w|vKDl02J z1K++qXqM}=IH9YnD=I45IP(3~2@1~9mJFthBI`lrXw}P?FUynH*VTQis*1@gv7dfe z{d;9~RXv6Ev<>rdLz3K%B=y7h@84$&kV`9ZUDq`**c{C$wRkN+Tm?x-=37WVZkn2! z9%Fv``7t%VYRA{FkID_>;^Tetu70rbu3YP8jZ098q?O^};W>9`Vq)UYpFfRR#l;ew zU%I;^b!}~IUL>;6&|EVyk>k6fqvN;d#Lf1+J6L>W*Pe_NxvrlU7M`z_+BC|%tf7Ew z;o{;_8!6Qt7)nK`I~CY-Mw5BpKKx)a)W8*2ZnQ1;cB$*Stl!?>BO@2?XliSh+6@29 zz1=d=RUH2Oxy&K^dwTrZITzRI>snfv3>aGS?p&G1t6Hk6syaIKcI?=pcKzl}E>5Gh zrRn~P0H%!ZH?yS%1-B6Bw|R_7d!3V$lX9Fho$f1dYimo?l#tt zQ0vbs#=^>a!_Y8Yzi>hHFs)@0olK&LqpfYOeRO<07w17Pu0PEclCzBjg3kj+@kF1+ z$?m~Fe@>q|g^ObH9S(|V+SGXm}!|uvb=)At(J6sXJ_%;wk+dn z9FX9vi_xktgM$yzke}mTlop(aH25wG~r$VkL#TP!ED**`Vq z<>h&Kc{`Z+UrRWNaGt}?`jvSj`)19`@?hkZJaf^zJs+PweTv=gx;W7p5fKq97Z9?j zhhIF(%iDnuklI{ph*JzbAm@+Wmw7W6+xzh0!*b`(uVdSpnVA(kEndws@?Me_ClG?Y zye*;}qPadSkLP#CD}~38T}DCNJyEueK&Ydk#VZI@oMmTcKlR>iPSCLIK|M>AEE-uboiOu{*lg4K{Ye6*(Z#5;jK1YYA{AX3^P?@JBO^Rwl!QPETJgs1zU5i( z-o4AtR=4AbQe9bDsoJ%LVARBNg%byz^O%I1K#)EwKSiwbp8r34Vpg?_ASr0{jpoLU z8^Xexo0HF zl(M{WBQ`o(%}JOopyJvw$xRz$W8*vRdGoWgLH8@LJ+NMN@Ln4GX~=VOa$a6+8ln4e zum39+eqhg*s68?dGn5n*yz}zx&Yko8^kZmvxD{)rEod=>?+TWCQ&W@FrcH2guw{2i zvBT_5i3JI_jiMzp2Zv=W)O_>SnPoNMsG!3tRt0*-a$5*dB=S?a*Rxw?Wo6O+w14d} z7S+CaGd?qO8Vin|CSdH-r%&I%e}BPxzF}&0veddjkI{F2`LS+}>9e%7J03QJ^b8Ex zF=-2@6O`Z3QhG5kFhshY)|pyfd;R)#XW{*$e{2Xs9wgLJruFsp78VvCK75FDOJowb zidT>ooOm7)F)=<~b2IyPQbXnqIhiL99+VA6Dl=l6;r%XsFCYwUrzjEO;^Ol6_pkDo zdG6&^jt2LF)$8ECef#L>=#1q!E4#Y78XGlQ)#PX9=JaySf|IG##@h2IUyE96n7Ny% zsnz2+fDokB%V{XRs{FSQVZ}?zbzMv8Z5@Y?ijf@gjBBdeb%v5GKaXE0E{Ty_Z0nI- zdKBt*z{~(_>up5V%og2 zFkXG_7$8W(m^5K8GxoBO0lHx{ZvDbM3};si~>&+_~fAwEFVpOJE3U zHt}B{KSpV$XgMv6MJKx~O>qhdHP+WZ``r7hyzM}AMs77kM4A*k!<=$y3dVv%sn zL6M7$j6C=7u&3wa$E!e2?W^cl&CSi|Spr9naC(w#-+uVuK~GQ5 zF`VizPj;iqop4+|bH46yS;g0{6P<;NKjRdM`yuQR%KY7e4$iZWXk@l-+ZHL|6!QG} z{;SuA>Y`@{YbWbtD*$Qs(^GESx>e@vSqX9RPoF;@<>5i4mnFY`jQMtR>T>U6b~0+V zBIji*ZEbCvc@Lkc+SMM^e#g0?`gDCU;2qKEF@F|x3*kaNZ;HS$E(9`+pTE{)W6#qWFVU=kD*bar;8cVZ>{tWO}dymsx~ z_0NxfSBD-Iqam1X{fS3I!~L;eW!H`|?<5PY<`WR;F1(+i%1z&NJ@ay3VPZ;3i@36t zl@;ngz{aCptd8St!gO>&vec~7B6GJ;yuVr0Mo6HedwYAw@J76TEsiaZb~QKAdF87| zk=tfhb@kCxr%v(n|G-tE`H2?t)rVPH8RfE$rM#kon&s3xgHqR+=gMzR^Id+&!O3}M zfy51aaAafzaLmccNk;zs`Es02r}>d4?%mtIc}wcg5eR}86cij*=7yi_KJaA+4h`RO zVZ2?gQ!n&9e!11$&d6vW_^39D$m+uQ6+OMz&z?PtjO->?+xBfc1sfsk&C-(nuE!^? zeI$5Wxw&oTTXtW4fA`GS{$Ia-eJL-;g|BUCxeu%&wLaH?;sFSd=eoW^=Fcqcx^sH> zA*Hb5;&s4|v9U37&c8Mu%Re_>XxbRf+y7wWnf`n0`?o&$KRpqi(3^{nMn{Xk7{A|D zcHsAKO$`n1o^#le$r<f0TigwWEvkC03UI!(w6y#j8LLWMR_SLI z!K|d`d)fZ0PybKHhh6^P+xb792;FvBT`)ez4CoN#5(+xe^}*Ix_s{GykotI6aiPDz za=6GHt#rN0{^`AkFAfS@rK(+ z+qU!Tf3W%bbPty5!0fUgqo8~0|6GS~@Yv(;TFt?iGD=pGqoUmZTFHQpY?96|%dWjm zNMK@O0w6WW34Q!n4*kiONr2wv5J8yuMNXiD+2X5%?%ck8dv$qP;h?>YyuJPV^z;e9 zr{+{0>$xGd5y^GHW|RtN7nklLhyJm#wSmeY9I20;g0k|TyQgm6yh&M1OSm-@)B~*T zwlaLU-tRcUy=}ZT`*HQ}U3&yQX=s_5m&RJNU%a57rUbscckdqBDcea4Jyq2@tZ53) zM~@z{?2=PgZ$OX1f4jP_o;~Z4Tzb1Doob(m^XB?uSQyXZE(6m?_>j+^K8Z_6wC7u9 zpsYvTdV&hQxY+XZ=YG$fdxf5S?v)qnTVGp4-N-cuYpZ@UUsO~CQ0Na5^8Mv;#Sq?G zjqkP?HNKzp(0=>vn>?BgK}i-w%8~e3!Ad>n1!kp>9><-uZ|~kJt3-5ivhCY(j@Tug z?NLPiX!+gOa3nxm`6jh&ckYaT`EriY_k8fd!-s3%h%HtHAI0~Jzi{qV3FBeq*USJi z-<}-+lo4f7J|Mf3<1kv9sefO8|Mp!hzcLJ@)D+N%8F?=U1_p9mn6d?<4&qYUD{3|H z-I zU@&~Vyc?678!AOIs;V?!TOa%+wz+INcJ|udyJS0=In*X5C*6RJfwAqKoLaJ0fm;Oh z-uL|e&A`g4M7})VVsMCOX=P=9na9uLo-)__Sv%X>PK%1RR#hcWD|0rvE7LJJ%f31` zS`wK+@=$hdyQ&+{vL$4rkxIRq()pSm0JE z=cT&Z+JH8C78Yl;6M*{Wv?~S$R=)=$-R$n(WfrwE!ro;vaPIBv%evJN-`Cf-JUgiJ z@>uWOa6?rwjk`+p*@pn5F4wPfhSzX;zJLE7w3J6|KSA|YhCyjpk;5#p3;FFmPd+_0 z^)54W_Z?I{^!YuaRtGtarh3Y-06$m{{=hOlAt<;3p5?Kf+R@&gMh28GL$4qvRgsWL z$4Xm-im0LSqOedbH+AeTLAt54$RRs9*$nT{m|RfcfVVk!1@%USymxjP3eN{%c3Ig+ z0RhyUUz(e>5N>V`ER)4Ar4Hc#A;a(SLupthw2)>cx>p%ZGT&Bd2W$ zuj+{v|681Kb;$4Ezrngn>Tx28|GR$bwpO^ypEwT(tQ^TwILw z^sgmd+P-`___vy*Wiv;}Iz!xi3F-;Tyo^L1+Bgz^((;nJdeU#;9LNlE=gyrveflpc zBm$)SPFudE0b2d+%*-hk|9}9Mix+oB*4F;`p;dK=(CEEu5$k^7XR>CBH{D@0m$cN> z@87r0%V5GpO0SIa7>A&>e?da?bdj5PT6;-gy5yIbPL;cdFES&7Ry1J$mZ8{lG znO+sCb+q{Ncc>_d584bVyRpk=*8u=M$fz#e%^}QtH~~kEncluF0I^`CF$tI#r`{mP zR83jgpWAm^-8N!J6x&JGj}=!?P_S#)E|4S02p2D26gqK2-A<1{MFBij$6`D7>$tFR z?)&#ID~)`lXsD(45h0rMFp&q7xPN`f@A&Vq|6d%yaaY!?)iG_iyFjb=ZE zC<{=}por{2e;sK$DkE=YCFoJceA0p?_r|qr93ExwT~_TJ9Z%zDr|$MpORZgl;s^qR zpUQj#N&pNa*?PvxDr;$vl;)=TVB83Zj6Et4xN@<}s)$F~QlGB?cvK2>9RM2~02U79 zI-rXBf;`LaiLtToy?1$ed2iN6)C|s+-{1yPFLf(TJYVRxxq+H<`_`@2wzePPCsjCT zXk^k+i=dzYC>=hW@axy*!^Yp^GAan&632lG&RS&OE)_TtaF`< zFMSSLvKVDGQzBmZiy#(vP;Q_vqu|!pALr#wegFP)&OGEgqbK#v%_!2dU@`}H{lrEj z^EhtVCGI^lG-Ud#fYV`PHY{W(svW|`ptb&r&iNe3p z1}ce$rY6p$V#rEvp42-QAinVZfzGAMq0>tQ!;6mY0_s5>)VhsCvDRsPg&QxmHok;^Mq#SpP{|H`CloD7phU63lb^RxLi z7F_t4q{tY6DUze1W1Ple#aKQP72#dOa3z(jiq|j9V^JiP;jqSOw zBO^<(Rx(OA!T|Ny#9#7!udFO^UKR|k_6rCwcz5l=mm|N-^MiL7-4E%ISF3K-eY z&`_YquL-F!&#Z|D{Sh#X(bslkZMib&a6(*M+Le6euA`@&m!?piD*W~>VxKYL#gKfV zslGXF>$o&^U0V7hgd7S^FgNIXivZj;HMhfSuRzNNUWJreT|N5AYexXPl(M4Yi4!MQ zHBMU9tW0(l2RU}3Zqmv?d5;u#FuZk3LD&o{5><{UY(h9nPlv9kFB0B~(mIl7qo7dP zn52&NSzJ^EsL#O281n2{Z-4&*;Td=cQ0Q^_{#JUeQGKDJU_%}e5D4(|W0i26`{GUa z=Jo45i%uSTN^2`CSu7y*+2_w`_w5UR_;9N?uF5=)f3#y-{q3W}8=bOpaxDTHNr62N z9z|@tDHb$qojqLJ*x2YP!x>O9OT|2;|3%1_%GUTXS+XIh1gn^xxa-;}k1`I=ov=b$ zTJq5&DgxN4$;qQeK$Cq#C^(4*NPd2Ima#8)8T#+BSKrYVT>z>T*pnTcO7F*P-Hy-|2nos~hj zR`Jjh&K$axk6l8^Ni?_-ay;>*(bw-puih==I6tDPrL};4jjhlN#P>oM#}c z2Q%UQ`(tn_V#btT3Elb$p2aS1&tds+aN6FJhHEx3K){s3MIci^qCgKH1>#Cj z&cD^bH8M!bK;4wf;iEbdz?_tjo|u?uEm!cV{ex{vqD=AGV9Ldw2Ntxh-TInWk8Ch` zmR*DHepS@v$ceL>Y%^QpM!SkvQOx3%--JDT#>u0XWu&mVu`ZRX2=oa+h^v>_g#Q2l z;n;MqTxqYZRS6M`Z7jf&kt0Gr5RwqnkGo~w>rE6`55lrJG|3=JL`R7abiKU1(B@HB zpo4n`qQt7%CVF8fUZR>vP34t&qRI{L%AYqOF>aW*SA8(J-*LlwZRwuOHy|RsuZ5xE zC8ytS-@XN!iHeHaPR*uQ>iVYa+G{Dd5{RRoG)hV}a7zFTdr^+CxwG^06GrHW78N-4 z!Tu!U)@gNvjK--%rN+Mspjii_xUjR@b-=)wgai|F^VDxa50eX=Bs9;SJsSh73U*CL zam2{4yxdDMTQ#%o#@l>+eDLWnUowLWT3TAdh{TogmUZ1Nlbn(gz#=NcH#j)B3G_?^ z-S4h%)64=r9Jpln=iZ)yj9?FMI;fsBr7rIJ%n40jZq;5;ZM zR+yEQ1s##f_WZ`i#_rv_0eC^OafNHEs=|(4|I}0F(VlZF2vm`V{4%c=1i0d27inqf zTep%PJ^Bi5X>Dx{U11)4`*c7?5)pb87*#&UN;rMgZKMd=!^~A}zy=CVY*`71nE~i1 z$wId_OO*Icy~8 z;clDj_Z7TfFqtS4o6PCcr!TBK#yyhzQqu1Dm`AfeuZLl+?yaw{;@!LNJ}GZcPMSNb zP;*sMhCHZpP4(bt{~>8709FVj4h{|=1$)7mp%OlP_^>VK)&a?G`CGS!-)&xu5Em5? zm<*8Gpy||trv=)dV8KlN57M8Kl5)OqI|&K2RQy%t&FSE_3sk|OnbdlWs4J*k^9u{{ zvJW7fsr2^tf^OhPR6BPT*-!ViW}86ZfNzkIo^Am#(son}wGhi3g+op#If@Ys528Ah zp67>Ns=Uc(YZ12o^If21X+Ijvi4(IpBo0qi{pL%4Y!Z&;J`6I^chUN_)AjZUn>Av8 z*3{IXc|wlRO1=CnG<31uvQ+7nVELy{hS**>p{HHf-g|jXnbC<7{woVm4gt|f9H-KC zWHfj$+wN5Wpk$4mt%Z6cWq&booyOQEd34llFf6FCC=%%QfRBF$y6-feXjU0Xxeqnn zho?lwNyq4I+SSdHxIJgoyNZ9re)#qU`tg(I6S9bDXh^Sz#wQ}33i#exo?i&kcImjJm1vVNTg=7KU@?P6kzO2 ze8@Ue0B7?YdGFm*Rl5e<&~hyv`LkJ!8fok4@rLoe1v-BB?(WY3b={YS&SW$)Pf+BM zPk>xkUO}O$soDAdUhI!&Q!gO*VPh}Aey??lSBXrA@wBQchKBY)I`GXKr8It>tO5KI zZ9oy&(EF?`tEH*l83RUcb)fao>h*DK6 zqsSMphkampMrOa&RoJ?2IV(59|H#=LMICg zA`nBdu9}&1fJy!M^X{6y{eAykX;SRW1YF!ncBAuyZH)IXun~|8SWMa1%C@ov3=RzB z+-VmHHY1g3@H%7X<8j6=YxVURJHPE7V@8b!$y(1Sf$twVawJCk?UQ}z@aP`rQji4+ zefgGJBamlfPp~4c3xXQLUUUTM6Ngf1D1AoL7udj&svg>x7G2J<+9u78wU!9 zwh-LODLn3MPVV1i-A%8M^ttC)#2T92Z1w*ZE7Aem*-O2PZQoCI%Pu zPw#_85#cRDx5_Mky*s0%l$MqCylUD{RLo#K>CfwX!Q!HhBlPic{*=Yf6v`>8H7B|m zJg(fIaVO(?VVxy#OMecs)@}n-xMTg7 zz4(McP%Y$fwPjG@SWO5!+}Z&fahV8Ct`= zoHqlPb#--x6<{bsLNL7xCFyBEu6e7~uXoq`8uDE(xVlP0T(F-u9JftZFVdZqsudDTQ1Wm!^bOmtQ&R^(N`mZv^5!)H!Oyqm z<|Lc~qU%C@L8hTsMusIc3slC}2WFSo09*j;cJ2{;%eg=8ig4+N=Z7m|$IaMP?udcd zU~R!&O^oi}YMlJnDS>0%!V7*}Q(J5K8eup32jzyOBqUEl5s7l1tvLy{Hak6?)P3Bb z*wGedB#QUneLjKn(+lswvgZ1q2_e-yzC6isJA(|fg=|joCI05=l4F1niU*X6<0U@I zBSSIwt*w0n0y2_UhLk=700E{=fMVPrBO^qa{*wS`a?pH#Bh~^J_v=?Kgj?XLpvZ>) zI?qA#ltuLC_wP@`BoFfO-2t`Q`aoJ;T|GK_$1CS8Ds#Ip9H5yx&p`6>Tl${FSW>C` z6ME49(BNFrcmD#=kRtAMyq_l8+c5FvJqZL#ge1<8BO%0^dm5Vn)R6Z|9#LI{UkETa zhw#HMV~BBR4<&bdA9{Ff1htSQFknF51Af4T` zv_A{1O=P~IxWMr)f?cH+E4y1pTwEMb=%7E%o;@H5KM<12fz4S~rkKb$Wj}M#<}7pa zQiQ4LWm^@SSr9uacF8qRCoB#IO0P8CTq`>}t(yESsMBlfi``ZJTVZ$u_z;me@giRY z@Y5|pDg(|MuyT^7we>7OtG6~lv8|zDjIXb6VPT=+)^t+eBu*NwZ&xGBKJuE(9d2;D zArd|gJ?poXu#gbq7|h8lArEnI++x@Qf+U=@YLD5f! z*LfUQQeu521qFZp`n80*4@WlUlc@C{o5?N-Uf!{x`dB{}^oc$MXLie=4eIOZ>E@aV z-|PDV^8&6Tx;URs7E+s+(W(rYjvh^U^5h8szw2V>{g~cGA8n1Rm%aww=+MiJ%9?(- zg+Wbj#|FGG_;8H1&?yuZt6`O)Ukei}h)**De`Fq+7M-WfY(bP^^`TuqeewiKfNY`N z_*>;Q>q1&n^x5!E2Y+F{T6{%u}hBN#b*G_gjXM=s2f)t(!Z{Ai!}1^>fl*phtBO@T*@l}?;-fA?toQ^1=QLq zdhA%>NKw_dZ@=;_*#jzI6cYB{IL0jJ&+_Wnb>bHHD7$N8^G{X%Ck4gXbZ?8x7j5br zBIiihX=(SXW!vKde^c;PWo8EOz$Rw*y`^OlfQMGcJuJ~+ zE}hj|E=5|nNg{9tB41Kc5(C4fo1ziNuFD+o#GB0Q7JQljmZ(xyq^AP)f!fa(?3MKPp-fO^0;fh{~mCxYDagGJJ$DN0p=V-Sq?F3&kn)6+4(ltq0E?!% z$YlaS(RLp{depbl2+mk2HZ!tqNF9lsJPDR-*>l_dk(S&;0bX86GTx6LKQ@d>iUh*U z$r1YQM@^^+Io|Ry{|=McvX$1#`fC&6(aU?7cUlZ8*XY|xExIvy%0z$hyon~&my({I z4usq|HxHZPJ<>gTdMva>BPj>Uh>5te+2c(f5D26>(4c98-xjOQgui+Fb5Q<=VH#z! zy_L=Ak*5*yJg(ZG3`PH}XfZ$XACZ`R>$4ee$}h249+&#GZPcjPsc_*_>Ew@k)f*0N zn@(pt;png3u_q-Z6=q*#aubDca0eR5UJg@JBin;Zu=nTC9&ifK7c)dprXh0|OUkt! z52!FBHOd4+O<>-mn^#-6w~l7(nAc~8hqvP@gVQJ$PodNq4}5#p7fiG*dOkjYH=vdR zy97ED)ox*-^wYE;A)t4V%n|N(tVxU9>x`tkkA|M68mEdSOUj7bn<+GBlw(-BC@2!J zWg&DyQdA-rbzXXxn`=vSMr}u-=Ql#Fv@Bg0ftD{KvH)F|%8jb7ZbW_x`p7rr-bJnB zk$@&^-9ku=e_q9tv~5%}?sWy7K_{Zh@9*`erlp~~C`X9jB4*6JpFU*~F~5vA2ZIBI z+P{B)2(J#&7X&{_TKdQv)fm#_CDV)QjbOmkXKE>KUJe2wFf^L+WJb=pg_STfb}H-R zLPFwJ15eJq0T%ZOS)CiU20f|urlHTsBQZc})zmb;b}j0iDZ+AWT_LWCiGP~(C#Af0 z7Ag5}n2p*(#-*mB0^~YxVUhl6D-fmD3coMw-MZb7W44) z2AR;iTvgEd$4ijZD*r-6$6A$i8kHw}uKHCb7SamcvlU+sdHwq79gm5vs(a9chxfBSVy4=N1C|xjy_=UY!AHdHMKCS4L9cPa)V|{)J@f z6^zQt0|_cz5tXhpPg6eM86BCc`J!gGE3e9bM^vT}1O1C{CoK3E&))j`$Qak)${~1% zHj4|6X$hu1dmLZ{l%FG0l_I+Tsif8>0!7v*(&o-ChriBuI~2j%wK-Znn9d_6}i_1gU|TWX|H3((S$?!dZeFT8IF(0S7QR~^Ea0NM_-f8r7nj&hwN6tGC#oymw* zfb_L@?_OR;MF32sQdLw0PMg<1HWYodXWL~RoizA|pFf|4+6qesVRI-aSfV1wj+r(k zHvtj8VC~stw$5Fa*}p2M=)qUA3MdNVcm3M6I>4)e0V895QX$?~HzS*xn|JNpc~M>- zMD`}Z4y@1SEe)YU=ac1QMaw(*SOvONv39jZGM^8*Ncur{(Ao)CER zd2V_#$bpX@p?pIW)Yi}tcUri(=Ye9G;X9sXnN}(1O!klP)1`n*aK(uT1^Tgx$sn9j zp2JNvp|)*u}-zT<-14LueP>yy@E?c187fD8%weF3RoRU zq$8wB&_w7Aepk;L>BjzSYBZu4u7Dm1F77vAZ}7$wa?W$GQUEU+8q`}KxIZtjwJWyTIQ{tZ zGwzJkRGZPU6||eF?~oi zL$BH=#N)oQk4f-PV`et8?`svNP^x{yt@9)FUobOE_g7X5T(+NSEUiB8#e2(RAhO7z za4Dmq(MrLVVYnqgmyyzo_J&q+O5EIoGePQd4>x~@8XUYpvh@MNpqofhP|!&SpUSt^ zEq16}`(}Lp{CRu^2MxT}g7=~sogbc7zOb#MkZ#yNu!DWDh%qheZBy@b%6Z$loZNH2 zfi}>WVw&K?oj8##>qAGMJeR^1Z}% zMa90KTMs1y0Z#mbOi4dJ3PvqEBV#jaEZU4kS5a$ovxvC3-f^|9-xRe~OnRmSkgj%r znA3B2W(TElMn>8~>0l4$tX!O(p_^bd!3lvP2sTdakCV4tzi^hynFxSFc`;^*VBtGobc) z0;#~7{nd8#Ry3m@SWiEGOkhhOvPZ?r!F>k&5b}Aq%Ob07#X3v}%wyoZdIo}Sv5MQP z?%uMMAgwRy%xzp1)Z@UQ*_VP}1U$Vp6eV3b!fb71ZvGk~DY*mOUr2{5i<2tBm|Gbc z9u{`Aff~N;gucY1z;7G%>Mg2v-|B`&Ov{i|M0CBiy^GinuG4%*N8+N!Fk!-7O-?7c3sAw?@k(!^$ zfAue^?JDG%IXU!v`w+)iSrO4i2#q6u?Y`Gehpy?XGtsFN7wW!LzJPWo9jvLXS>1GA zU|@Q$0JG}umj!f$sLE`STb$Z1XIU){oZp%pd+*8=A~WnlrZnL->4j!4kXF;-e!&`o zqtm$09137~OGfwc-@`EiJWEqaO0c$fP*8|EEuLVQGqH2 z5uleSvg+#SGzl1)n)`*5J3(_vtT^lmb$NJb2yNtRWu*&6_ zaZ+USxJ-yhA%gz1qr(|a2VxBf2)!1$6K4Mgq61)KZF%|c?ER0vB0Yu-XIDz7BrJ>{OK0gqHQ zwB3Y~(o#}xYicsglV$BbAgfp6EXvQni{h#l$ouw|TA#E?7Kkq|XaE$@bAUeG{VQ=1y zV?^=gZ4!sS59fm(-+r2^je3nxNeORsCjbKt4Gnydv-28$DbdCiCI_Iuj6C}H0y;EC z_K=YQH!uJC6>^MbbSR}Dk*%7}z>_l3*kQE!fj@fYI=mFU=W|U}pAaMz(>4nb{tpoUq=etfcsd`I8hxiMQ|b;liN@ zB6a7%2;P9c=DhFA?{48|@u|ew zkhco(DxV`^cD494us$v*zC5_a0au@~F>}mSP9o-{eq2Lan;7s+y;zmfdb{;t@Pm@B zLOszBL&Cxu)3(%g?=TtX{)hX&2Oyq@h7yr$ViV~O#`gsU-X`~Do&fGWKcomBTR{Q+ z@xLjdg2wpL?d|O?v}bK>gnY|KItsG&!r%63YE?HqWYSRV@+PeOmCSrxI|wqknvzlS zoO{r!0Lt?|VKaJ8M6m~9N8$3&*G{}ZCgk;LTOUWMTnt-a&IBTi`K?<=)cC~2R-xPg z@L?nf!?92N{200&p_ii7eJw9q2p1m6uHK8Q7L z;9KZ^!K^z7i8&a$Krg~sZ@T)J=4ZUpJ~aiD3k-Uh=E7>nb&hP)=b!-w<&~0hLnaqN zVoX+ti#u4|yElz+o;3LpUS1aP9;BqexA-z|@P(Vze`=gc6W5>9yTjLd^eo-^ND}tl zyN_T0L^5(xm>|uU7(Me;SMIs`mGbaO6iC)XBbi{MGlsKpJQv5YocLnzND^%O@3|h!;;V9AdCyWe?lGVpD(O)kO?{ z@$s$klDcD@^%UYnCdS519XZIHfX45ZY0JB#DCxT41l>a>8hA`gL*q$p1%L2|4~~eP zqxL|JJIc?GS<+jWgMrTz>9(O`ouMnzl-_r?Ku>?JDXz(uoj&Z;3US7352T%3%Wg@G z+QbxLz*$`U^~mFsNU7ev`wJGQD));-I~bo~0o95iFoiCwd0((*^!QH_Z9S=OXz7lp zHqiIbB#i!2z>;MeV z)6oIxziS51+6@Vc5#;#GM=^U>^YVD?kAC9VI<6yXBvUYplq+VUzcx17Aa<-^2m}Kv zglz+9+pJY%b-3%#K#9Z)VVBaZ{H3;LM?%>@+Oob`Kcr^18g+-f3#q)3+#3w z5ZG&o_XTjgWcvvEJrV~~Q&U*bNLhUZ9)XYxod}j-%wn3$1*{}AaS0fZ*j=cTuf-h% zMMUfX3jT@|`%*_Cbw|u9EG%$&V!qnVOnuz`xA^s7>4oaS6ql^+hDahJ?w6XJ9Cqqn z%-D7k2IA0YjRv$s>@SdF=nx$(%eSjZO2ooJ z?|yz&F4>xPMWt#3xAk0$&JU1%eVDE~IxFZ*H_8O*S0u8;eM`?xP}UifT5pl_b{)yO z+R7=<$sH2g8PB{kkLQQA>j%9Vf3Y_#9gaWUveUF>H z@rD&t{(ns44#hx=Qh-x~`G~24f14zZK_YCgB7@s|=3BRrb3PJLEPxkX8ek+&N*?hP zH4BmO^A|kT?`hfrZ$^UgTj7h_;!>P;4&hED=Kn}3A z)J;m$bzw~Bkr2>*k}+NGBtj9;2;i8l&X3+F3MtME(o%D;lNsG>2RGj=3^g?{>FV8a zGI<;l@~6t5TtoTt(Be{>k!rqaQ zBqh&4NYkM1k1$vH`0*x!E!g;Y=V-VTG9|Q843AWQ<(T+w;Pwa*A@0u%C`^A! zQAy`M8ln5rN|czeX&0R&4yo;pToidwv3NqOR{!c$tr$eY2hytg`s2L~PP%jE{tG7S zhkp$%R}7AIT_#ChEPZ$3$9cC8RvAkp*c*`t`6?)=0pbP@1=BzX`6Bpj-c|JKG{SQ>c6Jl!-q@T6fBYDn1&&&Qc~c^Q5X22@Ek09GPZ?nv8mtIS>*bv&}Lz+>bVtsEu<9?$;M#H z6()6jo8+-N+$7=LIe0tz;)QfFfIYzO^9Wa(*_J&d1;g!YeM4h-{d%TRB`u?`=A}zB z$bG}I#i(U?8}8i!Cjqy*FpHRgOwm8PeEs_MTuVok4P0J)T9OjWE)z(%F&1uw0;CIu z{(Ov_E~+vEF;k=PD64B~QYyBZonGIWuy7}sd0!&AWF+YHc%0%Px7m9I9qYYPf`OcOGPsKTn%SekDnobpt;F;Wp{Rr;Rcs1`CV3)KRp zsSb?ZN{v$zI0z@>}eH8mw=Ob9|-z@5bLRHAVE>Xp~y z$G*v6k;LoJo^7I1qu$tYj>?CY`YBIRdV0tt<(45E>Mr=yA|i~ftQWs4-Ig3iIBMFS zkMBD@J9Q!lG2ye$&KUqgQ1{2s zOV>A6Cz*IJBd~Zb9HUE!YOSxWnMI`h;R0urk;knN65qairwYNpNQs)`01*xNBxGpc zN-|PJOfu!Rnay~+{t?ax$!hBAx6zDbWFDS#_$$SAs)^bXzFbewJAALOfW3%hd93Vq z0LMh}@zKUm#SuO}hD|2SK`g-G3cKGOXMuYrV650}b3H%t;E5AZ1+q3mDQhquUgy`X zeYVZU^a^e{(?3lPqwif-)(j^0Zakfc}e8ZVpN>%jw<3q#=+-Byv4yAmeMK`+RN`I7ocT7)<9k0vF-F*LSyi<%@ zOh}az<^|9_5{iJnh&Egod_}zL2yl$N{F8))!b*&bY@=sn6anvmTZ5ct z`Ij%4qu#(xZ*J#gY#G`~!DcG&mnLHPDRDQQ?DVp;w^JNpKkjOQQ}5^Pt@G~MmVgR4 z2>^}lSb;~cnjl7slZ%|ZK5j`8P=WirjKZx(&>oR093wga>~whDq5S$`K|%ck1N4|> z1vc}wlfvy55GiWhG8Nf2FgVD>&R%L*?t@Bd2O38l8VOj~zC^$B-KYh72f4z9ktW}3 zTw)G&R$PU$4_}QLHPPS9+7>0Dxpsnhuck7Ey0+{~RnwYT|bz`Oitxx}qq|@euys@5RwLK4e)uxnoB#>n;pZUND`Z>$Dkfo5$Do48%YJXe(}C0LOX|C8`4vlE`vK=+fkFmE*`@omhEUB5A z#+bsV`Gw85`KYW=t>e+uqgt6!+>|~v6P2%}tag!|{*_r+GkG$ob~IyYUth_Mto28) zDoJ__I99rQw%B(TX&H;_S!K`21s6J9dtx#7g;_iJxgGtxQOtM%@**!H4o4i@hJA73 zX7;jx+j2Ejr}&GnW^NB`S=-7y#c`%wY;o*+XN(5VZ!6J?dkGtZckA=?b#8~w?O>4> zqq>Y4iWh-_chNi0K;gJZHoIU6!TZOZpAc<1VbSs4;4n>3=tq9Xz_6JUgC+J-DzWtl zigE{E2)=+R!X^u|8vS=M*|9-(tj92=Vhkb=l~BTFDDY~=q^_m8IhHMpxc$2eaX*J` za1jTKSHTj2HgL~^7Z=9%Z_VpDX&)HoQAi1w>CNj8#SWT0!SneOddHX#eD#lKAlqqX zX$etI(rsf61Iw7%F+Yi1_8W1BnOe6EYs^YxW{?qTWy>g}jIMr5%w*t!$q(Fp!nKpI zRet2;66!0;{m*nlRk}gRNMGMfgRPg$bpLPmvF>f(M}~%8qBBF0fa-xA?_?faX#`Cq z5}XP0X1C*L8Yl+TiA%#IOU4I?N0aJZ5IB6ek7v2xJOoA8+Tj4MsTm+mWh@NJ}Ng#`Y(S z0%fevKd`IaVs|UI4T=IkqU2z&va$Eju=1`bUbp}gc6@mF)r%Kka~K-BWxI7v@cG^; zf@k2b0Vafi9oMqpXvHr~oLD=lmXqv`Tk2eI-Zn_g#*XK<;EqF%8*2`u@n{T?oOYoT zK~RKmvpkkvOSbc)+%ajRV?AfgWW||+Uxru#D`NU|VPOH`rmtURUwv9`V%VXt=ipzn zjYdWbSNYmUcT^+Y`GX8s59RcSjulzxf%KOPN7~yh(h_2w4aK? zUQJK`(cT_z$Lr34b*-dAMdfN{dTgAMCJ3vdWMgF%rbGmw?ulCQ+2Mpp=p;z_QbWDK zq#DpR;KyX~;#FnkUE`MsXN*`5Kb!SI4izmIXY@^Qu%@2tOS@gv#raI*By1OwU*VQ1-WfK?dT^W~Lm}l*U?#F0TF))SCujbXCsP96etyBN zQws|i$t}IxyLFuZuFcPa=d999zU5YiwOjh5`}5Pak9KNqDO;f^T@84^=?Jk#2g6h~ zm6e>H7?46r5Gw?t5SYR8(o&uBwhFH;)R%4?50}!NTZn5g!7$$oN~ZL*>`(T+9crJC z`VPu|-FRfjDjyUOP>Ymo;RZ7nJv?QgT_~eInm{eSY;WU@45snh5ZD0V`UVCD#>P@F zB@vVT*6Z={kGAKGx-(#O3LCx7R7f{XL{zi@!Sve=ha;T@tp?_7qRGA8Y=wNcPc$T{w74L({K2>xV}bEQ$}r97>~(F zOvE6T4Rr8vnyBFkzbpJ!5lne{{H5ypH#XU>sbX#j_aq?t@+OfkAv74t>_#=mR5_Qr zvht6vj8)ZH2ZckC=#!w+rWVa@_lU+M|X`3rX z-l*BGv8TqWbL$r@{D@4qW*LmJ%5|eY#(nHqT|>hxwcFC?$c?!K2riNcZXG$|O>+tH zG;QsZu&6(LI6bO@2|G88(IVPY+*zJHdQeP89;Q3)Ux#SV z0Ds5nZ+S8NnCcepkumIer-!_a<^9a82qTl=urT5+%mVfb^N5LsH*X{1pxsBTXWpBluy+e$V?Wzv zV!HAquZEQP3oV9sL~|U4345C8Ze?Ul!Y+Y`Y`(5><<1?xmN#fSmYqZy4mv6Ax}=B>=`iEQEu)bgz0#K%|3Zj>^o^8 z6kbCN8|~OZ%nc*Gw^9iq6L%1h>xj$W^ah0*wK?r1&g_0weuP=vy(#e70V~PPshL*a zlNlR{GdAqZsnq0O-OPHUiLOPds{|k4IEd#Rw8QG^2D4lQYxeqaK@b9?jE~1x>YM8Q zJXtjRqkCf^U#_Ekg$cmqK4O*4?cjVkZYgANfSGSeNE04ngZ+-Nq1tys(EPi68|TNE zGLP+U2uMM=1O8V_(!jez$Zj+h@(hGChJA_KFA`BW2Btdz5P+fBU6^FPLE7KMB(tt% z^>3>;%K5jR^_n0{JpVr^eg9B*O>GKw1JI zpjL9#9P_adP@x`XBlG$}6T*Yza9k+R%ioi}ezN`B*`24_Zf77D(0J{bk&#hi(+I*3 zu|Drsh@Z9NN6i1KSMjJA#8oxA^ZFOF$P_3M!)}g+&`L0(d`^Wdk{^$3b@y_$y&-31g z>$>i{dowaSFd$naB2o?=Vp&e$c0d`0F0ca`8I#O`A=F(6$BTgWjJ>_Ja7tHQ8C-}P zNoiJ8vuDQ?xRvbV$1BhRGdy{a+$^MVe_g78tSVdZ-!}ATaV#XjOF;Rc7rk3i)=&}w ztGon;3T2p>UiHWPYcE!rxyv0}Um`jKalyqJ8f84oihC#9^78wY=#Uu(!b;#qKU zQh#w&OpFbkUc&Y8@-njv^XBp9Ya$<1n&AT;@2?j>ZkLyNS&TP7iK26B2gIMx+u9D& zt+aC%F9>WWrX_^*EE=n$V@lbNc0!DL0QjHAH!zRKh^Mb8`_VrI2k6&Z^^T3I4z*bc z7f7q(dZ_2xwPkx(quR*<4!wT6>cRyD8bDFraW`xY4+n1Mv#Gl2{YFmipkya9b2+F< znanDn4Zp;62N5rP}uE8$L*|XbjIy8a^IhdUMqusaZ$cLfP2?%I7GJ9R< zysxAOHz{uX_8T8U_mq^$^FmjG%81T-UXEfC!tyzQ3D{gV#Z^SPcyH8|r2e^Megeg0 zGjry$)Ax;vRILhxseX(CDO3AFQv(A2ez?8)AHdYP9cTqbd%@2ET(MXT)PLR&a}ZPb zeLhg4(gK8Y`<-;B3hhHG;z4fgYRYo^*fFfz@Vk&0lq%3{?Q|>7PTU{ES0gd zvook?KOY}PT>myY8=N61Nl;BM{gnm^xFttt=XD;zrAarp7!vQIKO_txJx`z;80@UA z8%pQPj11US3{G{Bkudg~%Q5F5jqDIZ8Hl61TT`~6f`gyo@7V&r0b3T8M%R`QR}x=)2;{E^1{&e*QmfIT zS`Y2LXX?bF_$AUE6hFqXF;kt&Z+R7?lQd2awRURM!e)`lh;?1NB}i1udV6;QE`YS= zj1-k1%5bogrfeBgI@)5?0RwH9OQ0ptpvpY3JYP>=|1RkmNk+V zlYF2SZ!kLsbtaZH#Xg(`lC5hR)4R{ndnQf9rr=?^+Jm*2-~q|#gSMSNFR558-61nd zQ4eoMYu3ZQaIiZt3SH`1{QGz&au?kEZ&&1wW2g9%X1sRGb@^o(sKc7jlHT54@Gk3z zq+rfxNUksVu0Ed5%Dpj4LM+u8ogIiqTVxQLNFZ)qyG?tqnr@FzNWg<+QI}^Bx7BlZ z3y^a`W!b6(aS;doAbpYF2*b1nUH%iw2OvFN$}l^Vw(L$3{pqJ|eA&g-Jp@X5o#h17 zWDZnHd>S+?SeL52T)v?U2lUZ)-xoLR8Q^v_+sjEo+#F7jl7lm5E!=D*EN|lV32mTbjvmCbgi(#+jdKSus;7Y; z6Z3T;t8_ztULMkk|Bz;jOee1Bt6JY;tnN=T*|mP!6yp<~jx0S*&_ogW{95&&^QjcK zzf)I1|Aic@u$PlN^7F=~w~@4roSePr{Y$RCbDjhKA3P0`BNlmjN5@QcJ>r_JsmRQv zL9PhRHB<^1(tsX}0cb9sJlO-#@6%8KiCq}fJ2Xutw9t5+X&QS62TWTJZ2(Cg-!_%zHlBjY!`MZBSS z`8q$p{Ua_+BPeR*tCF0Y?#@mZjES({`d|#Xvlva>d6vB#2;wEY3F{;-sb|&bp&^Dm0R5hEk^b+Y$sq$c3J>ec|k6S*J zRuvWgr|#Z1Xwzm_!JOKssaUfq<5v{-a$K=CZng*U%=aVLd**$R@>Gl;{v zdkzVGP(2*I9*X1|wmbLE${G_PEhHc%^hOxy5>(gdgim>n!N!mJ7PN{T8g%vbmwebx zo`~B!NVl?@wffkt5C#;;$kAE5<+$fX@gZl)U%IUpwoEcI^7Z$x54jy?cW2Q4dF;LzFRAP=vY2(VS_Vx-iW+qqfBaP31 z6C0Z&YC$ttB$V^u+>hUU0Uib;ixH79$6Mi-{PBaT}un$dnX^itIg6bd1yD|2Y%yL&j3PvlRVJ{@QP8OGtR@vBY?7Y&xH zrwqMW@$tGkIcnDekQP*aS5#Q2+;Y(R^Xa+o#05n^4^ocFDjm!~y&md&`u_0ITa&IZ z*Hi$eq7d3_Wh{~}3`F*BQ!+n$x}`drCKba(j2`{74HzV{jxH_TfLWPH{(VT_u;zWd zn4VFCF`Du+06V~Rx*mY@1PyV5bYYn@h*wpNSOMC4AXzD?Of%LWVG5ktaN>v{@^xTf zPFB_)yp-o2J`R!eJ+hIxOLuJZ8%5N80l(fj^lpGu93Zy>nI2Z=5>J0xC)Xm*n&N+3 zz{oVjb>GZfDB-VkfSbNaCkU0grD+$&PP@eRxPQF4%JpN3ptaNMN3SV~qgY5h3Vi$O23DEjML0K( zX!>0k(ldzRL=7PY7cUA>@#HTTmsEx(W#P45aGD@Gwc$JqSw)krFqH&B3<`IIkKFX7 qh<@)a`p+HxtJMDgmIEh-#=hBqH1Wc%8@4DI2#;lJmY!h-?fW0*Q`zYN diff --git a/man/fragments/figures/unnamed-chunk-20-1.png b/man/fragments/figures/unnamed-chunk-20-1.png index df3dee1f3ae7d0881c7a1243c14415e0e89e6555..39fdd69a41e43df6f2e9fbd8259fce277ce8a3a3 100644 GIT binary patch literal 24627 zcmdSBc|4VS+c&%_gc6x6V}m3^2_<7HLo#KGNQp?IOqnTE$WTI2#>`XZWJ)C=AyekD z%=0`y-?jIBUDthm-sgVa>v{is*Jtlt%U;$x*LnVa$MKzx(_2+pj*4WFh%umSQz#kNM<#ntHgk7JB|8A+UOf(`8I0y>o&S==b9_w__qpMim zKBXYzF8!W#Kz7&e-P7mJpWl6}>`Guvldib0E(0HFnc-;Kd@~Qvo%zFTJ$zR+rx_Wj z#c3M%+dtGI*-}tBy?UeF`Noq#j)T{iiwu@;+_$q^Y;Bw|x@lsvM>@Oclr4E_(Mm>$KT-b>{)%Oo12Tvx>lO*oz^U`WE~BSFV~K3tj($z7#P^v+TuVA z47yhrC*6477T%xS#d50d%a<>|ew{jYY-+M})8g&z?F7@yJ1=VPNRBnBjo7ni&yBB7 zGqbZ5FJ3IV+xw}j*eOY@uR4U!_vzD}l$0Ya83uNC3;5~m>};f@iL?R+RY`CVV?llP#bn^G3y!C*)?iSMn{`*w|vKDl02J z1K++qXqM}=IH9YnD=I45IP(3~2@1~9mJFthBI`lrXw}P?FUynH*VTQis*1@gv7dfe z{d;9~RXv6Ev<>rdLz3K%B=y7h@84$&kV`9ZUDq`**c{C$wRkN+Tm?x-=37WVZkn2! z9%Fv``7t%VYRA{FkID_>;^Tetu70rbu3YP8jZ098q?O^};W>9`Vq)UYpFfRR#l;ew zU%I;^b!}~IUL>;6&|EVyk>k6fqvN;d#Lf1+J6L>W*Pe_NxvrlU7M`z_+BC|%tf7Ew z;o{;_8!6Qt7)nK`I~CY-Mw5BpKKx)a)W8*2ZnQ1;cB$*Stl!?>BO@2?XliSh+6@29 zz1=d=RUH2Oxy&K^dwTrZITzRI>snfv3>aGS?p&G1t6Hk6syaIKcI?=pcKzl}E>5Gh zrRn~P0H%!ZH?yS%1-B6Bw|R_7d!3V$lX9Fho$f1dYimo?l#tt zQ0vbs#=^>a!_Y8Yzi>hHFs)@0olK&LqpfYOeRO<07w17Pu0PEclCzBjg3kj+@kF1+ z$?m~Fe@>q|g^ObH9S(|V+SGXm}!|uvb=)At(J6sXJ_%;wk+dn z9FX9vi_xktgM$yzke}mTlop(aH25wG~r$VkL#TP!ED**`Vq z<>h&Kc{`Z+UrRWNaGt}?`jvSj`)19`@?hkZJaf^zJs+PweTv=gx;W7p5fKq97Z9?j zhhIF(%iDnuklI{ph*JzbAm@+Wmw7W6+xzh0!*b`(uVdSpnVA(kEndws@?Me_ClG?Y zye*;}qPadSkLP#CD}~38T}DCNJyEueK&Ydk#VZI@oMmTcKlR>iPSCLIK|M>AEE-uboiOu{*lg4K{Ye6*(Z#5;jK1YYA{AX3^P?@JBO^Rwl!QPETJgs1zU5i( z-o4AtR=4AbQe9bDsoJ%LVARBNg%byz^O%I1K#)EwKSiwbp8r34Vpg?_ASr0{jpoLU z8^Xexo0HF zl(M{WBQ`o(%}JOopyJvw$xRz$W8*vRdGoWgLH8@LJ+NMN@Ln4GX~=VOa$a6+8ln4e zum39+eqhg*s68?dGn5n*yz}zx&Yko8^kZmvxD{)rEod=>?+TWCQ&W@FrcH2guw{2i zvBT_5i3JI_jiMzp2Zv=W)O_>SnPoNMsG!3tRt0*-a$5*dB=S?a*Rxw?Wo6O+w14d} z7S+CaGd?qO8Vin|CSdH-r%&I%e}BPxzF}&0veddjkI{F2`LS+}>9e%7J03QJ^b8Ex zF=-2@6O`Z3QhG5kFhshY)|pyfd;R)#XW{*$e{2Xs9wgLJruFsp78VvCK75FDOJowb zidT>ooOm7)F)=<~b2IyPQbXnqIhiL99+VA6Dl=l6;r%XsFCYwUrzjEO;^Ol6_pkDo zdG6&^jt2LF)$8ECef#L>=#1q!E4#Y78XGlQ)#PX9=JaySf|IG##@h2IUyE96n7Ny% zsnz2+fDokB%V{XRs{FSQVZ}?zbzMv8Z5@Y?ijf@gjBBdeb%v5GKaXE0E{Ty_Z0nI- zdKBt*z{~(_>up5V%og2 zFkXG_7$8W(m^5K8GxoBO0lHx{ZvDbM3};si~>&+_~fAwEFVpOJE3U zHt}B{KSpV$XgMv6MJKx~O>qhdHP+WZ``r7hyzM}AMs77kM4A*k!<=$y3dVv%sn zL6M7$j6C=7u&3wa$E!e2?W^cl&CSi|Spr9naC(w#-+uVuK~GQ5 zF`VizPj;iqop4+|bH46yS;g0{6P<;NKjRdM`yuQR%KY7e4$iZWXk@l-+ZHL|6!QG} z{;SuA>Y`@{YbWbtD*$Qs(^GESx>e@vSqX9RPoF;@<>5i4mnFY`jQMtR>T>U6b~0+V zBIji*ZEbCvc@Lkc+SMM^e#g0?`gDCU;2qKEF@F|x3*kaNZ;HS$E(9`+pTE{)W6#qWFVU=kD*bar;8cVZ>{tWO}dymsx~ z_0NxfSBD-Iqam1X{fS3I!~L;eW!H`|?<5PY<`WR;F1(+i%1z&NJ@ay3VPZ;3i@36t zl@;ngz{aCptd8St!gO>&vec~7B6GJ;yuVr0Mo6HedwYAw@J76TEsiaZb~QKAdF87| zk=tfhb@kCxr%v(n|G-tE`H2?t)rVPH8RfE$rM#kon&s3xgHqR+=gMzR^Id+&!O3}M zfy51aaAafzaLmccNk;zs`Es02r}>d4?%mtIc}wcg5eR}86cij*=7yi_KJaA+4h`RO zVZ2?gQ!n&9e!11$&d6vW_^39D$m+uQ6+OMz&z?PtjO->?+xBfc1sfsk&C-(nuE!^? zeI$5Wxw&oTTXtW4fA`GS{$Ia-eJL-;g|BUCxeu%&wLaH?;sFSd=eoW^=Fcqcx^sH> zA*Hb5;&s4|v9U37&c8Mu%Re_>XxbRf+y7wWnf`n0`?o&$KRpqi(3^{nMn{Xk7{A|D zcHsAKO$`n1o^#le$r<f0TigwWEvkC03UI!(w6y#j8LLWMR_SLI z!K|d`d)fZ0PybKHhh6^P+xb792;FvBT`)ez4CoN#5(+xe^}*Ix_s{GykotI6aiPDz za=6GHt#rN0{^`AkFAfS@rK(+ z+qU!Tf3W%bbPty5!0fUgqo8~0|6GS~@Yv(;TFt?iGD=pGqoUmZTFHQpY?96|%dWjm zNMK@O0w6WW34Q!n4*kiONr2wv5J8yuMNXiD+2X5%?%ck8dv$qP;h?>YyuJPV^z;e9 zr{+{0>$xGd5y^GHW|RtN7nklLhyJm#wSmeY9I20;g0k|TyQgm6yh&M1OSm-@)B~*T zwlaLU-tRcUy=}ZT`*HQ}U3&yQX=s_5m&RJNU%a57rUbscckdqBDcea4Jyq2@tZ53) zM~@z{?2=PgZ$OX1f4jP_o;~Z4Tzb1Doob(m^XB?uSQyXZE(6m?_>j+^K8Z_6wC7u9 zpsYvTdV&hQxY+XZ=YG$fdxf5S?v)qnTVGp4-N-cuYpZ@UUsO~CQ0Na5^8Mv;#Sq?G zjqkP?HNKzp(0=>vn>?BgK}i-w%8~e3!Ad>n1!kp>9><-uZ|~kJt3-5ivhCY(j@Tug z?NLPiX!+gOa3nxm`6jh&ckYaT`EriY_k8fd!-s3%h%HtHAI0~Jzi{qV3FBeq*USJi z-<}-+lo4f7J|Mf3<1kv9sefO8|Mp!hzcLJ@)D+N%8F?=U1_p9mn6d?<4&qYUD{3|H z-I zU@&~Vyc?678!AOIs;V?!TOa%+wz+INcJ|udyJS0=In*X5C*6RJfwAqKoLaJ0fm;Oh z-uL|e&A`g4M7})VVsMCOX=P=9na9uLo-)__Sv%X>PK%1RR#hcWD|0rvE7LJJ%f31` zS`wK+@=$hdyQ&+{vL$4rkxIRq()pSm0JE z=cT&Z+JH8C78Yl;6M*{Wv?~S$R=)=$-R$n(WfrwE!ro;vaPIBv%evJN-`Cf-JUgiJ z@>uWOa6?rwjk`+p*@pn5F4wPfhSzX;zJLE7w3J6|KSA|YhCyjpk;5#p3;FFmPd+_0 z^)54W_Z?I{^!YuaRtGtarh3Y-06$m{{=hOlAt<;3p5?Kf+R@&gMh28GL$4qvRgsWL z$4Xm-im0LSqOedbH+AeTLAt54$RRs9*$nT{m|RfcfVVk!1@%USymxjP3eN{%c3Ig+ z0RhyUUz(e>5N>V`ER)4Ar4Hc#A;a(SLupthw2)>cx>p%ZGT&Bd2W$ zuj+{v|681Kb;$4Ezrngn>Tx28|GR$bwpO^ypEwT(tQ^TwILw z^sgmd+P-`___vy*Wiv;}Iz!xi3F-;Tyo^L1+Bgz^((;nJdeU#;9LNlE=gyrveflpc zBm$)SPFudE0b2d+%*-hk|9}9Mix+oB*4F;`p;dK=(CEEu5$k^7XR>CBH{D@0m$cN> z@87r0%V5GpO0SIa7>A&>e?da?bdj5PT6;-gy5yIbPL;cdFES&7Ry1J$mZ8{lG znO+sCb+q{Ncc>_d584bVyRpk=*8u=M$fz#e%^}QtH~~kEncluF0I^`CF$tI#r`{mP zR83jgpWAm^-8N!J6x&JGj}=!?P_S#)E|4S02p2D26gqK2-A<1{MFBij$6`D7>$tFR z?)&#ID~)`lXsD(45h0rMFp&q7xPN`f@A&Vq|6d%yaaY!?)iG_iyFjb=ZE zC<{=}por{2e;sK$DkE=YCFoJceA0p?_r|qr93ExwT~_TJ9Z%zDr|$MpORZgl;s^qR zpUQj#N&pNa*?PvxDr;$vl;)=TVB83Zj6Et4xN@<}s)$F~QlGB?cvK2>9RM2~02U79 zI-rXBf;`LaiLtToy?1$ed2iN6)C|s+-{1yPFLf(TJYVRxxq+H<`_`@2wzePPCsjCT zXk^k+i=dzYC>=hW@axy*!^Yp^GAan&632lG&RS&OE)_TtaF`< zFMSSLvKVDGQzBmZiy#(vP;Q_vqu|!pALr#wegFP)&OGEgqbK#v%_!2dU@`}H{lrEj z^EhtVCGI^lG-Ud#fYV`PHY{W(svW|`ptb&r&iNe3p z1}ce$rY6p$V#rEvp42-QAinVZfzGAMq0>tQ!;6mY0_s5>)VhsCvDRsPg&QxmHok;^Mq#SpP{|H`CloD7phU63lb^RxLi z7F_t4q{tY6DUze1W1Ple#aKQP72#dOa3z(jiq|j9V^JiP;jqSOw zBO^<(Rx(OA!T|Ny#9#7!udFO^UKR|k_6rCwcz5l=mm|N-^MiL7-4E%ISF3K-eY z&`_YquL-F!&#Z|D{Sh#X(bslkZMib&a6(*M+Le6euA`@&m!?piD*W~>VxKYL#gKfV zslGXF>$o&^U0V7hgd7S^FgNIXivZj;HMhfSuRzNNUWJreT|N5AYexXPl(M4Yi4!MQ zHBMU9tW0(l2RU}3Zqmv?d5;u#FuZk3LD&o{5><{UY(h9nPlv9kFB0B~(mIl7qo7dP zn52&NSzJ^EsL#O281n2{Z-4&*;Td=cQ0Q^_{#JUeQGKDJU_%}e5D4(|W0i26`{GUa z=Jo45i%uSTN^2`CSu7y*+2_w`_w5UR_;9N?uF5=)f3#y-{q3W}8=bOpaxDTHNr62N z9z|@tDHb$qojqLJ*x2YP!x>O9OT|2;|3%1_%GUTXS+XIh1gn^xxa-;}k1`I=ov=b$ zTJq5&DgxN4$;qQeK$Cq#C^(4*NPd2Ima#8)8T#+BSKrYVT>z>T*pnTcO7F*P-Hy-|2nos~hj zR`Jjh&K$axk6l8^Ni?_-ay;>*(bw-puih==I6tDPrL};4jjhlN#P>oM#}c z2Q%UQ`(tn_V#btT3Elb$p2aS1&tds+aN6FJhHEx3K){s3MIci^qCgKH1>#Cj z&cD^bH8M!bK;4wf;iEbdz?_tjo|u?uEm!cV{ex{vqD=AGV9Ldw2Ntxh-TInWk8Ch` zmR*DHepS@v$ceL>Y%^QpM!SkvQOx3%--JDT#>u0XWu&mVu`ZRX2=oa+h^v>_g#Q2l z;n;MqTxqYZRS6M`Z7jf&kt0Gr5RwqnkGo~w>rE6`55lrJG|3=JL`R7abiKU1(B@HB zpo4n`qQt7%CVF8fUZR>vP34t&qRI{L%AYqOF>aW*SA8(J-*LlwZRwuOHy|RsuZ5xE zC8ytS-@XN!iHeHaPR*uQ>iVYa+G{Dd5{RRoG)hV}a7zFTdr^+CxwG^06GrHW78N-4 z!Tu!U)@gNvjK--%rN+Mspjii_xUjR@b-=)wgai|F^VDxa50eX=Bs9;SJsSh73U*CL zam2{4yxdDMTQ#%o#@l>+eDLWnUowLWT3TAdh{TogmUZ1Nlbn(gz#=NcH#j)B3G_?^ z-S4h%)64=r9Jpln=iZ)yj9?FMI;fsBr7rIJ%n40jZq;5;ZM zR+yEQ1s##f_WZ`i#_rv_0eC^OafNHEs=|(4|I}0F(VlZF2vm`V{4%c=1i0d27inqf zTep%PJ^Bi5X>Dx{U11)4`*c7?5)pb87*#&UN;rMgZKMd=!^~A}zy=CVY*`71nE~i1 z$wId_OO*Icy~8 z;clDj_Z7TfFqtS4o6PCcr!TBK#yyhzQqu1Dm`AfeuZLl+?yaw{;@!LNJ}GZcPMSNb zP;*sMhCHZpP4(bt{~>8709FVj4h{|=1$)7mp%OlP_^>VK)&a?G`CGS!-)&xu5Em5? zm<*8Gpy||trv=)dV8KlN57M8Kl5)OqI|&K2RQy%t&FSE_3sk|OnbdlWs4J*k^9u{{ zvJW7fsr2^tf^OhPR6BPT*-!ViW}86ZfNzkIo^Am#(son}wGhi3g+op#If@Ys528Ah zp67>Ns=Uc(YZ12o^If21X+Ijvi4(IpBo0qi{pL%4Y!Z&;J`6I^chUN_)AjZUn>Av8 z*3{IXc|wlRO1=CnG<31uvQ+7nVELy{hS**>p{HHf-g|jXnbC<7{woVm4gt|f9H-KC zWHfj$+wN5Wpk$4mt%Z6cWq&booyOQEd34llFf6FCC=%%QfRBF$y6-feXjU0Xxeqnn zho?lwNyq4I+SSdHxIJgoyNZ9re)#qU`tg(I6S9bDXh^Sz#wQ}33i#exo?i&kcImjJm1vVNTg=7KU@?P6kzO2 ze8@Ue0B7?YdGFm*Rl5e<&~hyv`LkJ!8fok4@rLoe1v-BB?(WY3b={YS&SW$)Pf+BM zPk>xkUO}O$soDAdUhI!&Q!gO*VPh}Aey??lSBXrA@wBQchKBY)I`GXKr8It>tO5KI zZ9oy&(EF?`tEH*l83RUcb)fao>h*DK6 zqsSMphkampMrOa&RoJ?2IV(59|H#=LMICg zA`nBdu9}&1fJy!M^X{6y{eAykX;SRW1YF!ncBAuyZH)IXun~|8SWMa1%C@ov3=RzB z+-VmHHY1g3@H%7X<8j6=YxVURJHPE7V@8b!$y(1Sf$twVawJCk?UQ}z@aP`rQji4+ zefgGJBamlfPp~4c3xXQLUUUTM6Ngf1D1AoL7udj&svg>x7G2J<+9u78wU!9 zwh-LODLn3MPVV1i-A%8M^ttC)#2T92Z1w*ZE7Aem*-O2PZQoCI%Pu zPw#_85#cRDx5_Mky*s0%l$MqCylUD{RLo#K>CfwX!Q!HhBlPic{*=Yf6v`>8H7B|m zJg(fIaVO(?VVxy#OMecs)@}n-xMTg7 zz4(McP%Y$fwPjG@SWO5!+}Z&fahV8Ct`= zoHqlPb#--x6<{bsLNL7xCFyBEu6e7~uXoq`8uDE(xVlP0T(F-u9JftZFVdZqsudDTQ1Wm!^bOmtQ&R^(N`mZv^5!)H!Oyqm z<|Lc~qU%C@L8hTsMusIc3slC}2WFSo09*j;cJ2{;%eg=8ig4+N=Z7m|$IaMP?udcd zU~R!&O^oi}YMlJnDS>0%!V7*}Q(J5K8eup32jzyOBqUEl5s7l1tvLy{Hak6?)P3Bb z*wGedB#QUneLjKn(+lswvgZ1q2_e-yzC6isJA(|fg=|joCI05=l4F1niU*X6<0U@I zBSSIwt*w0n0y2_UhLk=700E{=fMVPrBO^qa{*wS`a?pH#Bh~^J_v=?Kgj?XLpvZ>) zI?qA#ltuLC_wP@`BoFfO-2t`Q`aoJ;T|GK_$1CS8Ds#Ip9H5yx&p`6>Tl${FSW>C` z6ME49(BNFrcmD#=kRtAMyq_l8+c5FvJqZL#ge1<8BO%0^dm5Vn)R6Z|9#LI{UkETa zhw#HMV~BBR4<&bdA9{Ff1htSQFknF51Af4T` zv_A{1O=P~IxWMr)f?cH+E4y1pTwEMb=%7E%o;@H5KM<12fz4S~rkKb$Wj}M#<}7pa zQiQ4LWm^@SSr9uacF8qRCoB#IO0P8CTq`>}t(yESsMBlfi``ZJTVZ$u_z;me@giRY z@Y5|pDg(|MuyT^7we>7OtG6~lv8|zDjIXb6VPT=+)^t+eBu*NwZ&xGBKJuE(9d2;D zArd|gJ?poXu#gbq7|h8lArEnI++x@Qf+U=@YLD5f! z*LfUQQeu521qFZp`n80*4@WlUlc@C{o5?N-Uf!{x`dB{}^oc$MXLie=4eIOZ>E@aV z-|PDV^8&6Tx;URs7E+s+(W(rYjvh^U^5h8szw2V>{g~cGA8n1Rm%aww=+MiJ%9?(- zg+Wbj#|FGG_;8H1&?yuZt6`O)Ukei}h)**De`Fq+7M-WfY(bP^^`TuqeewiKfNY`N z_*>;Q>q1&n^x5!E2Y+F{T6{%u}hBN#b*G_gjXM=s2f)t(!Z{Ai!}1^>fl*phtBO@T*@l}?;-fA?toQ^1=QLq zdhA%>NKw_dZ@=;_*#jzI6cYB{IL0jJ&+_Wnb>bHHD7$N8^G{X%Ck4gXbZ?8x7j5br zBIiihX=(SXW!vKde^c;PWo8EOz$Rw*y`^OlfQMGcJuJ~+ zE}hj|E=5|nNg{9tB41Kc5(C4fo1ziNuFD+o#GB0Q7JQljmZ(xyq^AP)f!fa(?3MKPp-fO^0;fh{~mCxYDagGJJ$DN0p=V-Sq?F3&kn)6+4(ltq0E?!% z$YlaS(RLp{depbl2+mk2HZ!tqNF9lsJPDR-*>l_dk(S&;0bX86GTx6LKQ@d>iUh*U z$r1YQM@^^+Io|Ry{|=McvX$1#`fC&6(aU?7cUlZ8*XY|xExIvy%0z$hyon~&my({I z4usq|HxHZPJ<>gTdMva>BPj>Uh>5te+2c(f5D26>(4c98-xjOQgui+Fb5Q<=VH#z! zy_L=Ak*5*yJg(ZG3`PH}XfZ$XACZ`R>$4ee$}h249+&#GZPcjPsc_*_>Ew@k)f*0N zn@(pt;png3u_q-Z6=q*#aubDca0eR5UJg@JBin;Zu=nTC9&ifK7c)dprXh0|OUkt! z52!FBHOd4+O<>-mn^#-6w~l7(nAc~8hqvP@gVQJ$PodNq4}5#p7fiG*dOkjYH=vdR zy97ED)ox*-^wYE;A)t4V%n|N(tVxU9>x`tkkA|M68mEdSOUj7bn<+GBlw(-BC@2!J zWg&DyQdA-rbzXXxn`=vSMr}u-=Ql#Fv@Bg0ftD{KvH)F|%8jb7ZbW_x`p7rr-bJnB zk$@&^-9ku=e_q9tv~5%}?sWy7K_{Zh@9*`erlp~~C`X9jB4*6JpFU*~F~5vA2ZIBI z+P{B)2(J#&7X&{_TKdQv)fm#_CDV)QjbOmkXKE>KUJe2wFf^L+WJb=pg_STfb}H-R zLPFwJ15eJq0T%ZOS)CiU20f|urlHTsBQZc})zmb;b}j0iDZ+AWT_LWCiGP~(C#Af0 z7Ag5}n2p*(#-*mB0^~YxVUhl6D-fmD3coMw-MZb7W44) z2AR;iTvgEd$4ijZD*r-6$6A$i8kHw}uKHCb7SamcvlU+sdHwq79gm5vs(a9chxfBSVy4=N1C|xjy_=UY!AHdHMKCS4L9cPa)V|{)J@f z6^zQt0|_cz5tXhpPg6eM86BCc`J!gGE3e9bM^vT}1O1C{CoK3E&))j`$Qak)${~1% zHj4|6X$hu1dmLZ{l%FG0l_I+Tsif8>0!7v*(&o-ChriBuI~2j%wK-Znn9d_6}i_1gU|TWX|H3((S$?!dZeFT8IF(0S7QR~^Ea0NM_-f8r7nj&hwN6tGC#oymw* zfb_L@?_OR;MF32sQdLw0PMg<1HWYodXWL~RoizA|pFf|4+6qesVRI-aSfV1wj+r(k zHvtj8VC~stw$5Fa*}p2M=)qUA3MdNVcm3M6I>4)e0V895QX$?~HzS*xn|JNpc~M>- zMD`}Z4y@1SEe)YU=ac1QMaw(*SOvONv39jZGM^8*Ncur{(Ao)CER zd2V_#$bpX@p?pIW)Yi}tcUri(=Ye9G;X9sXnN}(1O!klP)1`n*aK(uT1^Tgx$sn9j zp2JNvp|)*u}-zT<-14LueP>yy@E?c187fD8%weF3RoRU zq$8wB&_w7Aepk;L>BjzSYBZu4u7Dm1F77vAZ}7$wa?W$GQUEU+8q`}KxIZtjwJWyTIQ{tZ zGwzJkRGZPU6||eF?~oi zL$BH=#N)oQk4f-PV`et8?`svNP^x{yt@9)FUobOE_g7X5T(+NSEUiB8#e2(RAhO7z za4Dmq(MrLVVYnqgmyyzo_J&q+O5EIoGePQd4>x~@8XUYpvh@MNpqofhP|!&SpUSt^ zEq16}`(}Lp{CRu^2MxT}g7=~sogbc7zOb#MkZ#yNu!DWDh%qheZBy@b%6Z$loZNH2 zfi}>WVw&K?oj8##>qAGMJeR^1Z}% zMa90KTMs1y0Z#mbOi4dJ3PvqEBV#jaEZU4kS5a$ovxvC3-f^|9-xRe~OnRmSkgj%r znA3B2W(TElMn>8~>0l4$tX!O(p_^bd!3lvP2sTdakCV4tzi^hynFxSFc`;^*VBtGobc) z0;#~7{nd8#Ry3m@SWiEGOkhhOvPZ?r!F>k&5b}Aq%Ob07#X3v}%wyoZdIo}Sv5MQP z?%uMMAgwRy%xzp1)Z@UQ*_VP}1U$Vp6eV3b!fb71ZvGk~DY*mOUr2{5i<2tBm|Gbc z9u{`Aff~N;gucY1z;7G%>Mg2v-|B`&Ov{i|M0CBiy^GinuG4%*N8+N!Fk!-7O-?7c3sAw?@k(!^$ zfAue^?JDG%IXU!v`w+)iSrO4i2#q6u?Y`Gehpy?XGtsFN7wW!LzJPWo9jvLXS>1GA zU|@Q$0JG}umj!f$sLE`STb$Z1XIU){oZp%pd+*8=A~WnlrZnL->4j!4kXF;-e!&`o zqtm$09137~OGfwc-@`EiJWEqaO0c$fP*8|EEuLVQGqH2 z5uleSvg+#SGzl1)n)`*5J3(_vtT^lmb$NJb2yNtRWu*&6_ zaZ+USxJ-yhA%gz1qr(|a2VxBf2)!1$6K4Mgq61)KZF%|c?ER0vB0Yu-XIDz7BrJ>{OK0gqHQ zwB3Y~(o#}xYicsglV$BbAgfp6EXvQni{h#l$ouw|TA#E?7Kkq|XaE$@bAUeG{VQ=1y zV?^=gZ4!sS59fm(-+r2^je3nxNeORsCjbKt4Gnydv-28$DbdCiCI_Iuj6C}H0y;EC z_K=YQH!uJC6>^MbbSR}Dk*%7}z>_l3*kQE!fj@fYI=mFU=W|U}pAaMz(>4nb{tpoUq=etfcsd`I8hxiMQ|b;liN@ zB6a7%2;P9c=DhFA?{48|@u|ew zkhco(DxV`^cD494us$v*zC5_a0au@~F>}mSP9o-{eq2Lan;7s+y;zmfdb{;t@Pm@B zLOszBL&Cxu)3(%g?=TtX{)hX&2Oyq@h7yr$ViV~O#`gsU-X`~Do&fGWKcomBTR{Q+ z@xLjdg2wpL?d|O?v}bK>gnY|KItsG&!r%63YE?HqWYSRV@+PeOmCSrxI|wqknvzlS zoO{r!0Lt?|VKaJ8M6m~9N8$3&*G{}ZCgk;LTOUWMTnt-a&IBTi`K?<=)cC~2R-xPg z@L?nf!?92N{200&p_ii7eJw9q2p1m6uHK8Q7L z;9KZ^!K^z7i8&a$Krg~sZ@T)J=4ZUpJ~aiD3k-Uh=E7>nb&hP)=b!-w<&~0hLnaqN zVoX+ti#u4|yElz+o;3LpUS1aP9;BqexA-z|@P(Vze`=gc6W5>9yTjLd^eo-^ND}tl zyN_T0L^5(xm>|uU7(Me;SMIs`mGbaO6iC)XBbi{MGlsKpJQv5YocLnzND^%O@3|h!;;V9AdCyWe?lGVpD(O)kO?{ z@$s$klDcD@^%UYnCdS519XZIHfX45ZY0JB#DCxT41l>a>8hA`gL*q$p1%L2|4~~eP zqxL|JJIc?GS<+jWgMrTz>9(O`ouMnzl-_r?Ku>?JDXz(uoj&Z;3US7352T%3%Wg@G z+QbxLz*$`U^~mFsNU7ev`wJGQD));-I~bo~0o95iFoiCwd0((*^!QH_Z9S=OXz7lp zHqiIbB#i!2z>;MeV z)6oIxziS51+6@Vc5#;#GM=^U>^YVD?kAC9VI<6yXBvUYplq+VUzcx17Aa<-^2m}Kv zglz+9+pJY%b-3%#K#9Z)VVBaZ{H3;LM?%>@+Oob`Kcr^18g+-f3#q)3+#3w z5ZG&o_XTjgWcvvEJrV~~Q&U*bNLhUZ9)XYxod}j-%wn3$1*{}AaS0fZ*j=cTuf-h% zMMUfX3jT@|`%*_Cbw|u9EG%$&V!qnVOnuz`xA^s7>4oaS6ql^+hDahJ?w6XJ9Cqqn z%-D7k2IA0YjRv$s>@SdF=nx$(%eSjZO2ooJ z?|yz&F4>xPMWt#3xAk0$&JU1%eVDE~IxFZ*H_8O*S0u8;eM`?xP}UifT5pl_b{)yO z+R7=<$sH2g8PB{kkLQQA>j%9Vf3Y_#9gaWUveUF>H z@rD&t{(ns44#hx=Qh-x~`G~24f14zZK_YCgB7@s|=3BRrb3PJLEPxkX8ek+&N*?hP zH4BmO^A|kT?`hfrZ$^UgTj7h_;!>P;4&hED=Kn}3A z)J;m$bzw~Bkr2>*k}+NGBtj9;2;i8l&X3+F3MtME(o%D;lNsG>2RGj=3^g?{>FV8a zGI<;l@~6t5TtoTt(Be{>k!rqaQ zBqh&4NYkM1k1$vH`0*x!E!g;Y=V-VTG9|Q843AWQ<(T+w;Pwa*A@0u%C`^A! zQAy`M8ln5rN|czeX&0R&4yo;pToidwv3NqOR{!c$tr$eY2hytg`s2L~PP%jE{tG7S zhkp$%R}7AIT_#ChEPZ$3$9cC8RvAkp*c*`t`6?)=0pbP@1=BzX`6Bpj-c|JKG{SQ>c6Jl!-q@T6fBYDn1&&&Qc~c^Q5X22@Ek09GPZ?nv8mtIS>*bv&}Lz+>bVtsEu<9?$;M#H z6()6jo8+-N+$7=LIe0tz;)QfFfIYzO^9Wa(*_J&d1;g!YeM4h-{d%TRB`u?`=A}zB z$bG}I#i(U?8}8i!Cjqy*FpHRgOwm8PeEs_MTuVok4P0J)T9OjWE)z(%F&1uw0;CIu z{(Ov_E~+vEF;k=PD64B~QYyBZonGIWuy7}sd0!&AWF+YHc%0%Px7m9I9qYYPf`OcOGPsKTn%SekDnobpt;F;Wp{Rr;Rcs1`CV3)KRp zsSb?ZN{v$zI0z@>}eH8mw=Ob9|-z@5bLRHAVE>Xp~y z$G*v6k;LoJo^7I1qu$tYj>?CY`YBIRdV0tt<(45E>Mr=yA|i~ftQWs4-Ig3iIBMFS zkMBD@J9Q!lG2ye$&KUqgQ1{2s zOV>A6Cz*IJBd~Zb9HUE!YOSxWnMI`h;R0urk;knN65qairwYNpNQs)`01*xNBxGpc zN-|PJOfu!Rnay~+{t?ax$!hBAx6zDbWFDS#_$$SAs)^bXzFbewJAALOfW3%hd93Vq z0LMh}@zKUm#SuO}hD|2SK`g-G3cKGOXMuYrV650}b3H%t;E5AZ1+q3mDQhquUgy`X zeYVZU^a^e{(?3lPqwif-)(j^0Zakfc}e8ZVpN>%jw<3q#=+-Byv4yAmeMK`+RN`I7ocT7)<9k0vF-F*LSyi<%@ zOh}az<^|9_5{iJnh&Egod_}zL2yl$N{F8))!b*&bY@=sn6anvmTZ5ct z`Ij%4qu#(xZ*J#gY#G`~!DcG&mnLHPDRDQQ?DVp;w^JNpKkjOQQ}5^Pt@G~MmVgR4 z2>^}lSb;~cnjl7slZ%|ZK5j`8P=WirjKZx(&>oR093wga>~whDq5S$`K|%ck1N4|> z1vc}wlfvy55GiWhG8Nf2FgVD>&R%L*?t@Bd2O38l8VOj~zC^$B-KYh72f4z9ktW}3 zTw)G&R$PU$4_}QLHPPS9+7>0Dxpsnhuck7Ey0+{~RnwYT|bz`Oitxx}qq|@euys@5RwLK4e)uxnoB#>n;pZUND`Z>$Dkfo5$Do48%YJXe(}C0LOX|C8`4vlE`vK=+fkFmE*`@omhEUB5A z#+bsV`Gw85`KYW=t>e+uqgt6!+>|~v6P2%}tag!|{*_r+GkG$ob~IyYUth_Mto28) zDoJ__I99rQw%B(TX&H;_S!K`21s6J9dtx#7g;_iJxgGtxQOtM%@**!H4o4i@hJA73 zX7;jx+j2Ejr}&GnW^NB`S=-7y#c`%wY;o*+XN(5VZ!6J?dkGtZckA=?b#8~w?O>4> zqq>Y4iWh-_chNi0K;gJZHoIU6!TZOZpAc<1VbSs4;4n>3=tq9Xz_6JUgC+J-DzWtl zigE{E2)=+R!X^u|8vS=M*|9-(tj92=Vhkb=l~BTFDDY~=q^_m8IhHMpxc$2eaX*J` za1jTKSHTj2HgL~^7Z=9%Z_VpDX&)HoQAi1w>CNj8#SWT0!SneOddHX#eD#lKAlqqX zX$etI(rsf61Iw7%F+Yi1_8W1BnOe6EYs^YxW{?qTWy>g}jIMr5%w*t!$q(Fp!nKpI zRet2;66!0;{m*nlRk}gRNMGMfgRPg$bpLPmvF>f(M}~%8qBBF0fa-xA?_?faX#`Cq z5}XP0X1C*L8Yl+TiA%#IOU4I?N0aJZ5IB6ek7v2xJOoA8+Tj4MsTm+mWh@NJ}Ng#`Y(S z0%fevKd`IaVs|UI4T=IkqU2z&va$Eju=1`bUbp}gc6@mF)r%Kka~K-BWxI7v@cG^; zf@k2b0Vafi9oMqpXvHr~oLD=lmXqv`Tk2eI-Zn_g#*XK<;EqF%8*2`u@n{T?oOYoT zK~RKmvpkkvOSbc)+%ajRV?AfgWW||+Uxru#D`NU|VPOH`rmtURUwv9`V%VXt=ipzn zjYdWbSNYmUcT^+Y`GX8s59RcSjulzxf%KOPN7~yh(h_2w4aK? zUQJK`(cT_z$Lr34b*-dAMdfN{dTgAMCJ3vdWMgF%rbGmw?ulCQ+2Mpp=p;z_QbWDK zq#DpR;KyX~;#FnkUE`MsXN*`5Kb!SI4izmIXY@^Qu%@2tOS@gv#raI*By1OwU*VQ1-WfK?dT^W~Lm}l*U?#F0TF))SCujbXCsP96etyBN zQws|i$t}IxyLFuZuFcPa=d999zU5YiwOjh5`}5Pak9KNqDO;f^T@84^=?Jk#2g6h~ zm6e>H7?46r5Gw?t5SYR8(o&uBwhFH;)R%4?50}!NTZn5g!7$$oN~ZL*>`(T+9crJC z`VPu|-FRfjDjyUOP>Ymo;RZ7nJv?QgT_~eInm{eSY;WU@45snh5ZD0V`UVCD#>P@F zB@vVT*6Z={kGAKGx-(#O3LCx7R7f{XL{zi@!Sve=ha;T@tp?_7qRGA8Y=wNcPc$T{w74L({K2>xV}bEQ$}r97>~(F zOvE6T4Rr8vnyBFkzbpJ!5lne{{H5ypH#XU>sbX#j_aq?t@+OfkAv74t>_#=mR5_Qr zvht6vj8)ZH2ZckC=#!w+rWVa@_lU+M|X`3rX z-l*BGv8TqWbL$r@{D@4qW*LmJ%5|eY#(nHqT|>hxwcFC?$c?!K2riNcZXG$|O>+tH zG;QsZu&6(LI6bO@2|G88(IVPY+*zJHdQeP89;Q3)Ux#SV z0Ds5nZ+S8NnCcepkumIer-!_a<^9a82qTl=urT5+%mVfb^N5LsH*X{1pxsBTXWpBluy+e$V?Wzv zV!HAquZEQP3oV9sL~|U4345C8Ze?Ul!Y+Y`Y`(5><<1?xmN#fSmYqZy4mv6Ax}=B>=`iEQEu)bgz0#K%|3Zj>^o^8 z6kbCN8|~OZ%nc*Gw^9iq6L%1h>xj$W^ah0*wK?r1&g_0weuP=vy(#e70V~PPshL*a zlNlR{GdAqZsnq0O-OPHUiLOPds{|k4IEd#Rw8QG^2D4lQYxeqaK@b9?jE~1x>YM8Q zJXtjRqkCf^U#_Ekg$cmqK4O*4?cjVkZYgANfSGSeNE04ngZ+-Nq1tys(EPi68|TNE zGLP+U2uMM=1O8V_(!jez$Zj+h@(hGChJA_KFA`BW2Btdz5P+fBU6^FPLE7KMB(tt% z^>3>;%K5jR^_n0{JpVr^eg9B*O>GKw1JI zpjL9#9P_adP@x`XBlG$}6T*Yza9k+R%ioi}ezN`B*`24_Zf77D(0J{bk&#hi(+I*3 zu|Drsh@Z9NN6i1KSMjJA#8oxA^ZFOF$P_3M!)}g+&`L0(d`^Wdk{^$3b@y_$y&-31g z>$>i{dowaSFd$naB2o?=Vp&e$c0d`0F0ca`8I#O`A=F(6$BTgWjJ>_Ja7tHQ8C-}P zNoiJ8vuDQ?xRvbV$1BhRGdy{a+$^MVe_g78tSVdZ-!}ATaV#XjOF;Rc7rk3i)=&}w ztGon;3T2p>UiHWPYcE!rxyv0}Um`jKalyqJ8f84oihC#9^78wY=#Uu(!b;#qKU zQh#w&OpFbkUc&Y8@-njv^XBp9Ya$<1n&AT;@2?j>ZkLyNS&TP7iK26B2gIMx+u9D& zt+aC%F9>WWrX_^*EE=n$V@lbNc0!DL0QjHAH!zRKh^Mb8`_VrI2k6&Z^^T3I4z*bc z7f7q(dZ_2xwPkx(quR*<4!wT6>cRyD8bDFraW`xY4+n1Mv#Gl2{YFmipkya9b2+F< znanDn4Zp;62N5rP}uE8$L*|XbjIy8a^IhdUMqusaZ$cLfP2?%I7GJ9R< zysxAOHz{uX_8T8U_mq^$^FmjG%81T-UXEfC!tyzQ3D{gV#Z^SPcyH8|r2e^Megeg0 zGjry$)Ax;vRILhxseX(CDO3AFQv(A2ez?8)AHdYP9cTqbd%@2ET(MXT)PLR&a}ZPb zeLhg4(gK8Y`<-;B3hhHG;z4fgYRYo^*fFfz@Vk&0lq%3{?Q|>7PTU{ES0gd zvook?KOY}PT>myY8=N61Nl;BM{gnm^xFttt=XD;zrAarp7!vQIKO_txJx`z;80@UA z8%pQPj11US3{G{Bkudg~%Q5F5jqDIZ8Hl61TT`~6f`gyo@7V&r0b3T8M%R`QR}x=)2;{E^1{&e*QmfIT zS`Y2LXX?bF_$AUE6hFqXF;kt&Z+R7?lQd2awRURM!e)`lh;?1NB}i1udV6;QE`YS= zj1-k1%5bogrfeBgI@)5?0RwH9OQ0ptpvpY3JYP>=|1RkmNk+V zlYF2SZ!kLsbtaZH#Xg(`lC5hR)4R{ndnQf9rr=?^+Jm*2-~q|#gSMSNFR558-61nd zQ4eoMYu3ZQaIiZt3SH`1{QGz&au?kEZ&&1wW2g9%X1sRGb@^o(sKc7jlHT54@Gk3z zq+rfxNUksVu0Ed5%Dpj4LM+u8ogIiqTVxQLNFZ)qyG?tqnr@FzNWg<+QI}^Bx7BlZ z3y^a`W!b6(aS;doAbpYF2*b1nUH%iw2OvFN$}l^Vw(L$3{pqJ|eA&g-Jp@X5o#h17 zWDZnHd>S+?SeL52T)v?U2lUZ)-xoLR8Q^v_+sjEo+#F7jl7lm5E!=D*EN|lV32mTbjvmCbgi(#+jdKSus;7Y; z6Z3T;t8_ztULMkk|Bz;jOee1Bt6JY;tnN=T*|mP!6yp<~jx0S*&_ogW{95&&^QjcK zzf)I1|Aic@u$PlN^7F=~w~@4roSePr{Y$RCbDjhKA3P0`BNlmjN5@QcJ>r_JsmRQv zL9PhRHB<^1(tsX}0cb9sJlO-#@6%8KiCq}fJ2Xutw9t5+X&QS62TWTJZ2(Cg-!_%zHlBjY!`MZBSS z`8q$p{Ua_+BPeR*tCF0Y?#@mZjES({`d|#Xvlva>d6vB#2;wEY3F{;-sb|&bp&^Dm0R5hEk^b+Y$sq$c3J>ec|k6S*J zRuvWgr|#Z1Xwzm_!JOKssaUfq<5v{-a$K=CZng*U%=aVLd**$R@>Gl;{v zdkzVGP(2*I9*X1|wmbLE${G_PEhHc%^hOxy5>(gdgim>n!N!mJ7PN{T8g%vbmwebx zo`~B!NVl?@wffkt5C#;;$kAE5<+$fX@gZl)U%IUpwoEcI^7Z$x54jy?cW2Q4dF;LzFRAP=vY2(VS_Vx-iW+qqfBaP31 z6C0Z&YC$ttB$V^u+>hUU0Uib;ixH79$6Mi-{PBaT}un$dnX^itIg6bd1yD|2Y%yL&j3PvlRVJ{@QP8OGtR@vBY?7Y&xH zrwqMW@$tGkIcnDekQP*aS5#Q2+;Y(R^Xa+o#05n^4^ocFDjm!~y&md&`u_0ITa&IZ z*Hi$eq7d3_Wh{~}3`F*BQ!+n$x}`drCKba(j2`{74HzV{jxH_TfLWPH{(VT_u;zWd zn4VFCF`Du+06V~Rx*mY@1PyV5bYYn@h*wpNSOMC4AXzD?Of%LWVG5ktaN>v{@^xTf zPFB_)yp-o2J`R!eJ+hIxOLuJZ8%5N80l(fj^lpGu93Zy>nI2Z=5>J0xC)Xm*n&N+3 zz{oVjb>GZfDB-VkfSbNaCkU0grD+$&PP@eRxPQF4%JpN3ptaNMN3SV~qgY5h3Vi$O23DEjML0K( zX!>0k(ldzRL=7PY7cUA>@#HTTmsEx(W#P45aGD@Gwc$JqSw)krFqH&B3<`IIkKFX7 qh<@)a`p+HxtJMDgmIEh-#=hBqH1Wc%8@4DI2#;lJmY!h-?fW0*Q`zYN literal 52746 zcmagG2RPU5+dr<9q{z(Pq-11gOZJS&rp%IAGBV31NlHdiRQAfsE)7H(rEEz`$j(aq zUZ3vg`+wH=c>bT`xbGI;>$=YKwa$0+2|aakGA1%2A|i544HZKoqV4yIh_-zu-HyNc zHKSpNUv_(Fm|Y|yqIg00Z(Fl_jy(|(2a%@AF(co*(?dR%C!Gd%&B?|xs&P;*Q@;$4 zA>KtQ6p?xGpkaA@R9T@>S7c4h@7%&HEvmvSjvP9hDqB_0(+0FVjFgOS9Xz>AyPYSj zE|`U>n=_m4M^_Q}+q*8G zh)6?(e|RTRNLo+62{SV@ci3t`keb@-jNr|4c6N(jUd3`AkN9lGba`pQKuPJ@yL8!k zp&djVg*fb=JK5RU6%`d8-ED1cuU|WEZT`vDOQ*JYl9#7tW>y`V=6d$*eZ$5Lsr-|_ zw-beYe8zj3DAm-$;{4gObwPia(pY4@r)w@vZEpT{KYTbJhqn`(9jcXbctcAPddAtg z#-;DclP97sK@JYQ(JExScY9vAa5Ev{%n=4XJ-tJR4rLAmuPr<(D=T~a_;Ex;L~ZTw zTA$f4_voMJyB}(9{T|uM%g@*3=`L>Etg&mR;J?j3NUuCGSbdR)`jDh#rBfpnQHVHh zV#omr2?;tny1cx+Ch6IcMw{}p32||8ckbY;arM`)U&kflOy}n2p8C#z$uY>n&kb)Y zwrN!0<#qVI{Ij8Sa$ZD4WUM(}SV(C2i9;K%?aP-hujAP>5)wE)ZGt!E zo4X%rkB^Vj(9kq)u1`r{{5H3?(bA$Z+H^8rH);Qe-UpYIwF%i4hA3lAuyU3;(bd9pV z%qd=pBPSO;;NW1HbfLTAM~;}5oZhxvQ&VGZZ5{My{nya?ZLBY*qoH`gw8qCfXOjwO0rJmb}xZ zN;*_?DZjGvOE1VKO!nh-LSbj&#ioR?(_4^ zJ$u>YRyY6rZqh8BS=qmT|F2)aG86)B%lb$kJkq`+WL0D2wT&t6fTxY%+jQBLxzQKF zTYswR>;K>%uf@f^(%MNxB+~gTbW^*4K2V#CjI8O?c1_~LClB6=h#(o|iB_TZr{{b* zHvjeOS4!o^tO5eQs%@tH~!TGgGF)hyV8E^mM@3 z>p0xmPai%!`{hTZRQs7tj)+y%ckcA@<1g;t=U|JEeCxNq^y7WDe)`?JVQrQ*UWX1J z-sArVe^XL&#NXeaEWF8Hw6L%+`1en#0%11giC3}oVovYsd}ghg{b_3*k2t-%TToD7 zRqIX8a@6B%OTy4v9}!U?)!paBot)xKKkwKCnLYIwy>;lMoVLnoUdAqOZEdxva{D>jK}IyO=ks2+kn8J{`Ndq^+=pmm z8XLD##GD2P2XEfIS<*I}>^e|cXj=LO7yWx>R!T}LJ}$1Jy!_>Gs`xoW7ng#fqM3%k z-^(*Y*t5Or@oYaPCo3z3rKGAn$6l|ku99{v{P0>YKlh$e*&~pRsFR8(+A5NWDBaM^ zEH^KYiI$e9y>4nZ&dSfv58GP4Y7ds&Hm5lvjYyn=|H{nsAF@RELkZ78#l*y9WvaLl z&-_N~S6=O;&sG#fN;1zF<%ouqtgRI|IG(+J{g_X3xU-Xzme$C^;`jHA;K?69e!UdJ z9o{z>`cL7;#`^y$;Q#HPuevEkUSn5OkdiVvb!z{t^5xF&9T~0mPck#PhQpWc_xJao zc@c5R`Jp*c$SpJhuc*}2eiWmU=X&dTSiscLDi2P~2|e6pRe$*x)`G9eHlhh~EO&|r zhPmeE<_8WO@TK2gqjLOsmOJ}%BBC(Dl@bwk?s`tRtm20cU!vGIHEo|&ekt$2JpCea zUz((AQ!S;ZnVFeQ;IAGOsX3t?Aq~XnLp3&@o}S9eR|^XThr^?o6#||+0l&!^`tZN<6wURS6eL zq_T}%j&pjTN|>Mj&4&-Pv&!bT)6$r!sOG=6($wuaXRM=hEio~%rbcEs9EaglBGxCx z4Pj$rYus4aGaRlVf?grY=qA05NQq`Ol=S~RGd@|O^@cycSKJ4m8gNj4w$jMg;JK;9 zVOoD#0%zs$`PmgMEv@>Jtm*0Lt5>&Ah?CV2diT15m6esgeuv`L2F26bE>3mj|*U(^n{J0&;6u$q< z7hAUY?5wQ!dw$FOtx?B?r%6LTZY;gmM`?F-bhH}8zFLc=7be@Yr}k<3#Kc+DF|#tq zOP;bslw{&_g_&JvnV6XB-yf@zN|*J~Q&S_EnuK01% zXLqiUSUaN%+dDe)A3W&gDZ93|hPGqX$a=!uT*hy~{^%)Oy6shb)y7KWR^YGx7PIOtFXfE^C=MvOSHdz8@Z2tW_C8-hf|k@mDNmO z|FAKB){VVviG*eNf1$1a>z_F$9vchnKmRObo3BZij*X2CVF&Z4rlh2tb9Vk>rCMf? zrG`>CYNbl!;4qGTjNgf&QUWm4<)3vtdp0LKJJN^lEzU1R=fJSBIJ07qT)6V{S~8Ab z8r!cB%`)NWM4fNfzcFq+>!SH;6m>!FU12U4eNT%4-Mr94O$RF~E2~(Y18;%@{md$3 z3``=)f2z@vXr3~r!+FpJwcP6Y^r|-Iz+e;CMO_JrB$DB9aX;3ryNG*}Ba%{CJ3LZvf6FN48~0pMrskz%6p!+fIkV$%^Cp>{lXYkq z88cZtjEujXPbP1!jd9GFQee&-q`{BV{MB~rSm?EOb(-<5srSt;5pR7{ zxeS7m+lCu5Mn#x$a*x#ODH}F_R*g`w$t9OL44;va;GR5V+r!_+$AA3z zAt5gAHLv%4>QnL9*jRmi{i|=mt8-VH$5PVLxWh!n#2WuB53H{G%A_|0tSuB;RNd6z z(bjGQ0E;O?r;Lq_tu@q9+>t(wwJ>W@a{3rbNkBlIhn}*sa!^o1e*XD=KTB(BE(7@K z-;+BhJ<`=RKiyYG%E=b* z%a<=F^66WnX#bk}R9bcG_H8pR(w;{q=1PPL_~&YN_IFhCaMt`{>-w70&$ox2Kmi1f zy?L{{^TBcb3Y+EXRYTQ>&P+qY7euHh~O;lif- zbfrX11wM9VsfTwo;!w}Wh=(*{m{+e|y9QuUyk3Q}HfBXnL`2yIz!wt}Q*!d2Y0 zzM`Tc2L}fV3W|&0-#L`^;fF2G&qrUszQ5>+$EfnC*(!GR#NYngZ@n{A-mzePb~6vH z7LQ9Ya9#X%|A#+q?d>kFV(5COl9Q85N=j}YHnB|v#^#|Cb8MfuQv5JJ@e2vM-wJMT z)|M;EsP88rHkFsBkKDa`w zPoF-e-M?QUc$0(hm23 z!REHA^EEh{o0Bu~<;#U1-H(oilBlYv@bK|f)oPvJPE4%Hb2B^JNmrLVzIp6IH5v@= zC(4+RkdVOs!ukue7t^=Z{y>%?> z0~~KkDlRG#`Xi-~F)}ow&c2J#&zHFO&8~&upP~7)*G*E@LQ|p~a<@>d4w?u6AAT0L{1=Ek(Ano-sM< zP1h|4suV(va^}xFsHKI19kx|%Zl!rl&tTiEaw@IE_pT2;8ex7Vc`}WsLvpE5jm3JT zcJJPeY8=9RZqh#c{(X<{?^yA15fu^focdTueaAlM$9YB?-n_~@fql0xGVrS~${s!} z6)kc4=`|Ks{M0)AdfCoi3LM^3Tx-|cyVr62Zthv~d*|YP=yacqC4QZV>EEwXZL+=; zU$%edqWy$QbY9@bK=j*PRp=FECRK?le1ZZ3s1xD!lH%fbWiCxV58Y+#ANV!=^XJdw zZFgedQN=x=)27Kklh!CE(VxOFxjAvKGk`=yr%PsBp?Mt|UBSF94_V%v+o^528^F5MudY{Z+xnm;U z-oZg$UVe74I#gEyz+<|%6q`s!My7YD1MKPh*RR;~r~8iXqF^~9E{=;Uuc*+~*H?eh<>hSDH=x8vO;w=I7_vFsyMkH&4BC<;q;; z^vh_PlP6Es{_&r9@$d&*9RpiD@c4oKCC_Y2!35{|cM}mkj4Cai58btoQkjLqX?eO2 z@XfmXY*)TX@!j-piai%q=VwFE5>KzRv11Gbkc1z68#?xELE1b=I{E z6#-RSLsRq6!Gp=74sSq)cn;j;<>N!aT*6uO@<`@f%gb}VbV)*zPf?NGKWX0!dr?4! z+Qr3{ONN8b^7HcEw6(=b%wfM1V6>7tX{|`t*>dm(JA)B{{n`cwrRC*DUai2rSCk0Y z$+0~dNV+O;$eM$4dZ^aqIN|f6tE;raa}eh;@%_8{fvU@#W=o}qbgD*#Ck7rqy;4CUpD>7F>^z`|W+$C6&z-oAZ%H(%SEH+WpK8>2)7#uO41-8LQ(87V6x z!xaXCxH8>G1AI9OKWd$|KY<2UpZ?J z4-YJ_vuDp{v*px6P(kY-uzrnlHar}J9n;g(g9j0eu92x4+c0r)<>cRI6kK}l{ec6C zt+u86g)DQ5i?_f~rm1UcYiqNzvckh(m7ICuD|Zjv7~D=FaQ!PEP%o@ z(;7$77+ah)&dbrbZ)2YNST0=cmgSi+%ItETgxulH3-y_mbytDD&C!1aL&|gjVsLnU-$HNDa=3`!(4YwzafMbf0|^#^@5E{K#N@ zJU47@i_75P%e4+=Qi;l^`_XlUy41UYqjHTV6S&p;d!ugOHa>CU2DZaQJO09LxUR3c z*=h1aF0?#UPXz@9kQv&_8PkaZ6oNLAhLVy_tS(e7$X%CL=N`nywxQ~vsx)p~yn5=H zJT&47;gTG4PJB01Kap^?oQiUDNPr}vrGAT!VV#e4)0UQ&f>uX&O&2CTD9gkl&)M6T zyA8>JHTwAYKu-Z2^apKuk_hVI4d&mRMoH?_mSfVZl7*+mtYD$}$Q|2gh(y6H* zKh{QHL}HUpk2ETZh|J>;Ab==8&?k?z6~-}&z5euRC6Ya;7kba<=Wjzv%S;Ql5tEcl zQWl1Wz5vN=dhr4qb*R>-sTDTZOk+3f2 z8yFaf`|%`LX^Mh~sF135mvE|7t)d~+%}I8 zaq`fS*ImETV*4`6p)H9sOwzUg;p4}ZfM3_A zHB3yTL`AztMilw@oEE>mMT;UloQ95VshY=#0UB=Iy2Y?ptu_n1fM`{eaE?MO)YR0h ztYF@n(;cF5YO;O{Ux62(h;+?dN6#*{tcDTcaOO$&*Ns2gC%Tr=UB34( zV^#=l6K4(qbb89j_{~lYH72p3YIfBqHMKzqgjTcuchy1*6|HpUL&@>sc+Vw|=OCqd zJ#i?9uL$5RcUEQ@X?VrfZ*a z&N01H8GY}DI;~G~9zX2NGf#R^Fm9yRwCf;;1m(Cuc=Pu=p3H!oa?@`@6U}p1PkX=XXl9%Cqn8cG`??b9$#l# zg(wa9#?8&`vVi4E=>`bsTI(^oouI}OBwl~eIy^=yWmCoFq8rIZBdO?M0{~|0>sVxI zItL=rpQWV%`pryDy-N3TBrHkH;ZGDH zSCdI^E0c_b6XN4LV4ei6|KM}!ZfZi8AA?E{8g|xS^@7DBLvPTDJcnY?RX@GJV>ST*|(_@BLR!#%QHAn^hdO5UZF!tMkAtc ztc|?Am%*^120ja-4`bt+i*kf`9K z%`Yvztlf_zQv6%W>+R#yc=?yJogKIG#AHwYw{PFzMNr?N)y=!Z;2>O6jJu5QEA5nl z`Q+;Q^CSN;QqQAzLFRDIAG*5@zihYd7tFHx!A&lArwt0ee9*=!D&1TW*zUs@Xc9U) zIvX1s;t~?+>FHqZZ2R{+y1ME>E>1hnbxDbyxnnFB+eIKd%<%8&-8e%Ajt2?+`7p}#-7 z`%^0_qf%98PfuJ_6r~=Rs(_};=Ehp=enBSjvp3SyS-p4HSMY|H9Q+M`5@0jz##y^- zc)U!~7rp{%sTP+-goU-VwpP>!79_Y;g-|4Q6)&ZW5xmZH(SJ)#_i&1z>wXB<2W#WZ zr|$!%)PE9zIQ=4m9Q0Y(rU8wy-f!_+rRzZda8T{eDCeqcL8_C? zz6u#o=$048wG}ereFS0U=qCSLR>~Q6kTxbQ%|cf<4g%4DHd*4NMeGy$p>*_ZOH0cO z7oNagg6CjpXqcImB`7F3&>K|yDCUO-7jM_PR}^8>x@Fjw%dwbHz+%v?*4FmK*r=k_o(Xm1&>=^$3Q{jd-FGLf?;X2; zY!BTVE!|x-`B==f#;g6f!q#14^MJ30v2#f&*mgzi8vnDOrmAVtP9#?@8V3{>u?e2AR%NQ;K3K z#01=DoYK+FtF?4UIp?~yy_+HO4|yciAGSS3&)2x32HzCiVw zpPwHd9`1$Q`>kpuh?$)orWw|K!=+ zCg=_1OjiKCXU`yhZv%6Uij9Tb8{iWx%5g{in$}jZU3XdvF5SLswTf^y*bDZEg3V zn%np84c{IeQ_9vjNo-?fB}hqXYiCz#eJ7KNnHh&MDKrP32(olWEBFG~!5jVTp2rIf z9EUuMZh$uS71NQ^A$iUhL5L)2bw-qynfF@I7G<_r?99!jMQm-bF+sff3u;+du}1Q0T0F1>mCw(xMqcCQm7 z=Lms{fYPGKx(n5VAl>ioN-yHO>_yFv(l94ey!gH-s}LkNkvV++Gqi&s@Newf;s%x5C4BCbn8uIMeN4 zkO|uG6}YwxDFA-Ft2?KJL`7z%ZOe^sgLzcx+^FTvp@dcy zM%9EDhfbd0(JDHkta0k(6&>Er!o$wG5{ZwlK&H}))jGdpJELmmOO8`tzZ!@qM=9TW z*L2Bmt%mp-kWe4#i*3)JKZhUZas0lb{g8&SwYGZb!5`Vi5WI`au0EO7ftj+^84ZeiUxLx2pyD{ z;U5=2jtHUvIbNPt?$She4GAIIw{PDl3#f~rU?E(~;CZ1+w;^*w!v)-6ANx^k6!-pe z#7d%Hj9z1rzVNBYs#k0tJkaj-1PsT|qqI*|s)80h8|Xd3bhihq`9B+minCM0;S&W$1~()q)y^r@wR zYvZ1NqQ77I-{ksI16yrv?c29*!6*lkhhYtw-TD0azbp0=un^J>jpya&4%Pdci0iE2FL7{G05&N%mc8chg?^m> z>?db^?%a=8r=A5%gMod^FK(cY%cG+pwK#R^+vm?mpm%gkVPljf+B2Og3bnBn5$aZ+hnS+oK<0fFgHHoSFE0ThAqD^C z0_gR5#`%=WBY`VJfKQ!@B2@&ngH-cc_4wi%4|VR)0?GsE&pc#HIC1HU!NUUs77WRu zlrq7a8_6PeC8?mFEvJw0A3mI-x|1npG%0*|Pu z;Zb!&D_*@CN9zkEA&-fQ($Le}KcwO4_}HVIiaI)s)jmX0V+3(3BBCK}6O%h{9ry6{ zxm1=|(aSC(N2INW*6qcM7h_+(pcJb#mpo@+WQ=2xHgtJ;RLZu4d7)^0>eKHp{znBPB#(f!A=^PmL^x%0b!;D8;Am|j z^YV$0g%+HgoIv*|kkyx__OJW2|0EzbJ2w#?>L07~W81cEW0rKm6$Bx!Ra`v#HchI^ zb>Ki{;D2!r`0pJoIsN=9;u`7l{*`FrKxg31!1hDSbW5uLC}Pd_qV8}lMw@m*r@{jS zzKmIRqj7L^3xcfzu%D8eYTXdPICW$eGy`k(%o!1v-XqA!yc!HzU()naMa&FBFdSol z|KBhZ9zA@hqONXXZXV;Bp_T&=Zxl3zW(q)Ka&nA5^!yuyBDV<#LRiflz!x4(-mG%&XJ}4eVrbT-h48P6veD zIKuw841nwE)vNe_&65=X^ymYfm%fTfch;{v670;+v2^tGKJv%aP=A*a>aJ6g?ywXx zNzzd7H6)kmL-=B=NA!U=Y8_GqaKh+?EKis9EpXAhSpL=VuT#o+d=7!9keQhY05Ng$ z;?J8;pEorrlZ1M%%vjOTBtm4V68M2IBf(RBVjm5+prK(CS`V@X2L5YLmCTt}K~XPg z9%Z2zezc7!#Op@#iQkax0|WmsOSuV{mMDEOk7twbhhzv5rThJRsPv^9wMhYifvR?% zPVLEEYP>8I-@ztPm_f2`F{J)Rt(20KgxmtMLhetb|@u}_eeN|*Dy01)c>eQbNK%V#QOm|`eHfAcVg1#w~K(Iw4! z$ZP#CVczM}h0*JSq4a@z1J9n_kGtvR_@mfKLjjf?g#_C!M5y~ecwNka z4`dROl4Lu!7wiiN3Q|y>K&J)k-Nz=ElbgGng5vd)@3gcs>#Is_jhlJL==&_!kP(L;>FVq>+>@2-GAM+$@^!4^-?!eVJ+ zLeIpsKHVo4cH)04@I2N*|MD1xJwr3i_q-kVI0_&I4*=GEU-iZ8J9kWK*Pap)BC`|1 z`vuKk(suRs9u#?iupvI&a&mW{pJtKs^?*!|6#}4U8c+b-ou5Aiv7dbJ-XhED3xC!x z@f$b2It}skTO)EZ8iV(9J}O^~+{>7moh{}3A!p~F{k{mjtgd?TuvcXyUd`!;k_j|x z;AQ#%wV!}RHaDs(j7ie2pE|{%wSFkO!H`4$)Cn#v#|xU z`1pD>1;Apo-?6Oj99qWA4c4(mX3d-L9Of6Q%X`W=I@u{FoJu7iP3})y1VF`pDld(> zTSt9-=ssWU>r&E|A~{J))7>Et4B38{r`kYY}3BX`+9qOBZ~`Q3T1!-Vbsi(bv{DY z`+noId%8}grdU6UKoQWYuuJ-_RXHdT1ztI8Eag5dE-GqX<(B?899;{C7FH;gGK~AI znwoWlUCoQ0IKE{XJrlOSnhmKf%%6I24)@@` z9^0Lvi`E>6PzU4^D19$gF7w>nC(OJPUsuJ;xIoy z&qrZOQUv-o{`?tuSC|hT4e=1n8)Y6Sx8~-h;9hNMM zQ@Jd_Zf(070Kl1&!dS@=tzr(QsZ7c|v$O5G>ej=Kpw&4}ZtmkyAD+gR+P%sWM&rc? z-Lutx0bmIokLM#h1A_)v0vZw$zrJ#85HWLet6`u(yosg66J7`N`X7|MaXNOA`C$cN zq@h!=U*jQtWvAea?;r)Lku!t!{#6i`VNxq=2sj?criC?$AX2YAl2Uit=&U|tD_|R7 zYcqITApl%kIKIg9PwK_%U>6`S9L~|e%R+Z#kuC?Jhedot=^XpfAAKE-SQvKA*VB)B zegTcf%0PBWzD5?!C%wmfqxQzjxiyq=Imi^qQ1SBe0@EUV+-$y*#KOV?ngZltf@cJu z*lqABROBe3`}z6IjEp~KXEPEL%b+b{Vc?KjgCFq!9b2nNH{-z|ZKg{96o#9p=RBy1 zLeNGF(lIXH!4$ zfCd7365B&=<@t#_^eof=q{|Q!`*4=YUX&ckm0P!- z{G``XFmF~J9MDOP5hZl0pg+g-(hv5{R`9A4lT3=5>L6l!lZmE-N#qvS@muVU-a2{adwtlB^C_@Rei=j%j+8Nsnm8Bda+C z(~Z^d-yOq53#rZGS^)oTXIon?@B9z%-U%V*D<*cbSFGqT&+C^5`1p#=$_^Ylq-kQ} zgXZ6R=#r*ptJFxq#jVXiz{h9Ll+K^u{-^sFK9*s|3r<4&=4TYy=-mW%^bw$CHzl4PgV%5nWH)y z)(LL&SSO`Bflij%^svYQNj^S4VPSW45DX5OVmu{0T$MmnPl0+>5yJJzkjyr21tBOV zcyj#Mr@tw~KjDZ9oF&GH%sAlU9zF|_H!(XuRwn7jCNR)o0_Uu=Gs5mh=H{1SMZ)UU zOg!-D(IZ9%hKULBI9WN*FDeXE^?VwC^!%un6+U2<2@; zDMnet>Os;QMsBZ#>3sqL4}>?31{CnC$AqvumY18JnTw{#VN3)q^{A|DWOz6TJ3TFJ z=h?UNEEog`>yk3nnFbm_{Q#hbGf@S-F|6}CtE^f)8>+KF|MAIi(hUTk-uQpVxWNESl;!VgAb zgnRzAA4H)Da%RVOcm2M++>NZ;#zp}Ck5D0@9HUc0qC$ECnLt~+@;w))k4fExtjiP! z(MYE2G&d?kVTxjKLsiuZ(7cdMLme`gqZ^Xj9ZH{>NB5Q6n!kRziR%3N_3K`uBQyte z5c~cGwH<<}8Dc_~`2__!UXAx_HU1!0PZV;!tg`Z($5Dcg2z{u)tSoG?RH<(xSPl_; z#5ZwUPZy%0O?;k5feTuhNuNk6O*Y-ND-u;`&+*UImTrjHcrYqtbd1fbU1Laq?_gvU z_V!wQJiCakN=Lw85c%Imu8s&gfB;sq*tu>VJhssdZ(@gmw~uc#&`eEF-%U!|&%l6g zvjB|=iyUo*n3x!38G^cziAe^WSg52hZ6+UejAZ;H4#Yx_G&k?Z?N@QCWIj0HCRzA0 z*%Wc1mX?;eIS+2`Ea<^55V8jbm^qg)0kNN+o|%CG!zLV1I*{L^SMUuEwJ<6KADlZE zQv^X6G{@lxL#7zH`rhn=U9}DKZqK(Y<9y@n&HPY7nhFoz<~w{tgO>37TtO*T5lR5S z@!P>_Mt@jUvU7}LADa}Nwaz>1maX~JSbmwWp3D8w0{SB#Ef z00?0Mc`RwDz8Gq$uC7Lo4V9`2tpVu)Xu~Nw6#Mr1T(}Su8(UVw@n&vUclg0Ol{ny% z_*M0u_0`n^Oy&UcajRVelIq298KSgcFtrN_zs3G3TpSmST>p!W>IwvT;rqLE`FZ1| zU54ylP|6WX<`*9MP^zl0@7@%)do>A4-bisV8^n^PGYLd(jlz z+MNFib|7aX8VJi*UJmM@0FPSF!dk$@$)5U$4OjHFw3=#hDmR$I;_?vPJqs1=*s&`U zni~+Q;#s7r85#THMwGU;tq=e=JEx0LVM0O|9CTp3gEen)v)wdxeq{VjzyyVr7*zaU ziq}VN8{G`zzd2W79IoQY6WnrbJ-y1Rstie2b39KkukuHa96Ew|18Lk0DvbCmP+_Nz zNm2i>*qfC{=|I#M(ILSjl);r9g2p!4ruFrlm*|;H=kv~5x)C%7^C}}wYTqWvHIAy& za;YqE>HL1NIOsa~@n-Tg(*?F0d~i(g|JKn$f3V|C!gs21MOdVs{b$ec`E~Bo4CIrI zHZt}~CXTupuvC4t%KEyB)RE@|+BF|v(W86rg32269}(Vu_ef#1_JNs-_y;b8bgV)e ze~u~T_}<6sFJ!k_B@|~9MkX|jR~mkwp|eUksJ__fzSXmC;g0?Bc=LgV7gQA_t?p!A z1P!30qUwtCZ-4Vf6oHO;U)#lhlUy}69x&bMWiEg{J_m=|wb>BRA{Zh(4HZru_rQ-9);7=>p*QO!AK{di zHd9l39A~UV|Er4-kyhFR?k=!Df2?iKj_pEsVp(@ZHMqH+!Cc{GB2Ldw$eu!I7Z(xP zO-^oAeStS!&)t=-Q?--egRfUq(l|q`7DzpX+)^kcB<#t_i3yjX8e^Byt>2AX=l%Nb z^MVgz4hWQxBMiaY5@Q&3|IQKkA87}#jv)HL*jwq(KlSt=P9WJ$$l1`*l6pn&B_fJ? z@d=-*>Nagv)$prVl?QfX#cHk+tb5GxfRmuK!+*Su9S+GCu6Xz!OsG zGzG#76!8C+Mg7*1G5h&*37k|wOCBB`-^-ULr>1;7LRdH)$T!f+z!2@tXTQo__}Y@B zD2~E%BG!KnHxKTKv+RS)l9Cgvsm)`kQ31&ElXC8leUy`9iX?7vv9KkFuyAqcZ4Ehn zn*XKfH~cHz&#v48Qx-S}_@ncg&y8CWb8rFg$@&z<$L}M|afK|M^V`=j6lUJ_$%tP9 z5vG56f|g6tPF>-$Tw-GHdwZXb2cS+&@AT%nla>a?!XNOdyU?>&y2QBK_wT77094S%x zp8rrU-INP+Vq(Y&IKO)w-L;R+zN`;-mUYkoOa~4M(q1ku)7KcqFe!19SG(WpJiJGQ zW5GJ0?crZxAxA>H+O{&;O=@0k}ghkWnGsGHL$TVyO%is>XCPG%^T`_d#g(yWTk8SGgUpQGrVz} zQ>T+W-s1P_3^&TaYu6mXKX*e>JAALc>0opxO#iq(=et>FX%{FD;pkjWLBRZKN`aig zRiC^!hsEw4Ac$Rdn~j_14ZicrUu@Bde35CKVA&tbt0O`msGHTL{5PQ-t_|wW%*kV^ zgvm_X16CMvIj>4)VgQvePEYaDB<*tM&see@RamPSZ(qY`YajZCWOGNyEHJCQ*Tjv9 zvAxNd8kCo>2LeQJ*r#pSzxc`sCXgps>G>=ESlzjGD=Z?S$gE85Xf`~3Zj&%yvJW!k znPC>5%=rh&#AAvCbSyl2NZCuaO4X0zuE>%qYlJzO^NQ7};TtOP?po zK6UPpdv#R?x24!CawK6jFL15ft%e*mUAB6R?6}$<9IK~wk#RD8Dr4~Cj<^ky z$1yjrpZOiT9Md7qPOi51Hn+})`Lv1V$rq7?=Q4KFdGx$OhW;Z%T^${)@(EE0R+#R@ zOk3tBEr0X#Ym4Y?Jw3V-`T6-+lO#KLiZEQWK3p&mhf#E7#&DytxKIJ1uK*^b!cA>x z2s(Rq0xAq7Hh_3JIl1N85#btCp#scSV@H%6W`x6oY^#=z4hu#eEiLat(nQP#)A|`1 zBQbP`%?D(?o)9CK%Eia`9R#SU6U5q|#u zRi29t-2OaQahlwONIR8smHWtn1P#P*pkHs!)XwTg?caGdLzf8dyhj}N`;XEc~=5{k)5(u<@IK)O(#aE~zo^Ef-(PHfT|Wb2oQo?#wt2#lp%$8f(U54HCT^VN)Q>IbvWtCk3+ij-T_@+hqs=pS^J zU$&~)9};*k0tO%nLMz7apsvH1!^HZuAVs8@|FTQz-8GymdM_N5X1KUGVn>HC7uVJ1 zu?kijVUZ`BfS@2(c%&7Tm2TW!A6r{BSNjJCS!8Pk4Nta-(wPC`K9BHf3a; z5pzIDZG9|W5gz8y&=8d}reNV6;ill6FtX&>ysQ0oV&ZX9mREUX#~zJk^vCw|5qBNe#Y$cJ!H-bzZsI~u;hNABIZ z3`SEqHpQ#<(Wj&d$I?xgq2n~NvZ^PH;4`N|ozd2LI8y85UNv1x-;Vta!UxFxs;GlI z3~z}L4(p7j;oA?(31B5D|Fp@`61IfxSCm$xxR)8nzkbE|Fl77SwQ+j1F9>qczi&Sw zu|@$z)%$Bnn`2Fn3=H@K!-FSSmz=)h(eUyv*4=O5*N_k*eSLikivisVcP8Y=DMBa@hUdPI?jJ4ZWBA0no!b|NVr=t54sz#&8_M8!{xh zn9PJLbA{nqfbl|}CXna%ftk@uL$%FpI9$oQ9lgK&!aDma&O=-nMv59QjQITdbXX^V zpNa`yGJ+k2xT3Cx2C}7TFzh64)YZRZ`9nBcKQAjYplc_Um#$7c-Sqio>BfYM|a zK0rAPp=e@C!yup|-bR8&)#9(8H{6u<%o(qog7KH>(IPAvi$U~&=G8GymA zk5}qYO`_m#fWeRQVBVfB<%O@W?`dI`+I~T(-1A>v2}(J*y0Wsfk0hj1&+jF`*$z)1 zAAN0Ynms2Ilf{t!o&DcKB$Zek=Jxf_U?U^d@dKGF{Cs_nU=TU+oTFpXjT;__FiA^S zd(-@=rM@{5nIO|EvDL=F!0__*YuhT8mnU*Rtgl~=_R+%fI7&!>S$pPq+Cy4U88k3|Kde z9V%%O+{do4fhsaPT#w?c z7Cim@s-Y@jehH8EDJ}s!{t{1;&0aJB$gC8RWe8hbFGlp0TP6r{7ZE2aKR%=Os;WCP zI^1PpW=|5`{ee|hK>?eC@FpA52N2>ReZTxCn4U+ZEH$Td;3D=z zI@4Z;*j-R^JG+alYE{ylFn)hBTdyL0yZ_e~Dg-l)^G|VxHT<5bMG@8K@#GKyCl)ry6{y8E{v^kD}_M+#P%@-pUgjaNEaS}?uh z4`&_vGT=E(4UD5SdjB+MWlh(+GpK1Vx`x-w$k$`0VuG(kc0BW9zwVW{ZEehQPuHX= z_Uze15&8Z?8}>iWi!QBC?P|f1n4bR_W->R6f=BgxZ_J9wtvh!Vu{tkY5KW>Z1atL%Hl~wo zHnRsC85(M7Xq+xJH6>Pb?JtL@+}q!e08+fEdz3IYB`IF#qjErdV%)^kbQJ(fcvzHB zdQ-)m^ac)<5aQ(u0lpdD@B;G<81dFm%TLujQHy?vI z!P(0^j#$OEifYRE21JRi`i>IB-DifUk-x7(P8ls)U?+j{J`KSP8Cp#xUUKC&RD+BM z*uMl05Xy{*Vth=@lai9tqA3`fZlbnFmX=58+RnavM?IU~zZc`@cg9-M1MQeQ3`i}K+~NK5$APFk*U%$*l_$^tIp6s0c+LWuP2J^{FP}bkPl$@E zsuD`y$rA^&i}W(79tAt->aiI|Dp_$Ka(|<7by&XLokl-gm>d2M8`~Z3><20*dEN+{ zILz?La|eosAB_L~&B4Cwmw(+w!)7ybhNw6r5)aPLrBstf{rkdI#GYFth!4yr0y6*p zv93S%CO{NgBWSd&v65`?c=I*JMKGWu>w5EY`s1pquV5PNUe&pJBlT)!C51uenSB1m z{7d5#uT`qGKTt9k7M~?3wvuC3L625GUP2d{?q27XnN*36P$hkIj`pT&0qXkhHRFCt z;-uvxnE{HP&z&T!94Ws~R8Oqj;BF3Xf}l1pmDE)Q>` zz9|=MS*JqE$WTo$H*2z~;pR5;hx*pVX6cLXZQRX)N@UEJFrg#nu2&l|Bt%N?C zGrw{`{~kew`6_)ysq_7Ng4v5FwtGhtN~Vj83-a2iym18{u)nbpob2uA)Q7))|6bNN zeN3$F;FZ0;0<9l|-SLJem`@{>u4x$=?4i#|_v}e5zqE@h)D0B6?8y_j!M^KD=ZKy` z7P!tLZR_L&HKaCB_WCC4ampRXxRA?oa&*iT#!NBEQPyQp=wsBbNDIkjvc_^gHJu}ur~hmvhO%X8AbSqLoqn`hfjA0cQ`lan#`-XpgUa}#xAHxVTR1CpDYvs;_-TV;4_8D62l z*5a&~8b&U6W8rI2=B$-&iYPDQ>jeeV@Qz`{05diK7ebGJXt4_iT*?J#UX+@H)rE#K z(KftR49InB1!cDXf!1kXSH&-O(JGnu?y)Ucs;PbZkb4q+exTyKiM{<-EYdZ1^5$2s z2+JGpGyBTUy#m|E-xmqTJWW4|`VYeoPw;rwsDt&zAV@;j@a~SdxWJ_es*e>)lsiU0 zfb)SqBXdheggc?3tBbcJs1GaKI$-*6ad8o`OpH6CdON*M#e_agWJol(Z}*^)?jyqB zObUcV5LCP_4=)P4Q9HXGqxB)U&0tyh01{y2!_nTpJxyv~pbzHf;R-^C{M`slyy=w= z)fP_07Epq{sP*MtvEh7|XYTIPtZ5+4Y%BnS!J4S7+7tDe@JfM)7P?zV7~|y`+oYc$ z`Pmz``)H~q%T*3i#V8eIqMV>@K{TSFriK#r_~FB_I^H9v_WQ;D^ZGDQ{^La%kX}|O zis=?SgODx7XQIs}XzfvR`8-~`2WE_SjU2l(=Uaz&3+&jrb5yGHvHs2L%?S&NGLLeB8jBT{MOa|{r=wX^E~hKzWa~+ z)2-}%?dv+v<2;UathEjtzqA#V3|qGzi|EN7);V=bfBPUbMB-*ihU4yw>oG z#2uKDRn4WPMqUg1L0Z}yXz!r7-lUTpjBBBcMo}k~_!@7D3YRKzCriiiwaLMNbw5ZO zKp=pWgHM|xwC4yLmo`7+)c5b`f~U#;VYyLJ$9Q)D&-f#dxN z#vVXopl*NAy7&eqlsz|fGotP9!vbTtAIwjg~(cQqIF(E~SFo>o9qy-9cF8a_Fc zgen8hgaElYX%XI$Y@)w~wHv+CgUS?MWvG1?=Rtdqp6La~3K9j2~OgzNvY8 z);cb-L#*eZ@$pxc*Tt(|3NouJD4Y@K$k`lrw@Ot#lr#EfLcnW!?+~k7B`+$kU%1xr0FSy96@2(62A3_I3btnG zF@t<_xwbEoe3J_uxN3liR$|F$dp>>g1>=5Apye*zZojH@d)b}@PXnzZbbPtA6Gws6 zX-h{v91_q|Dw}#ZB1c=0pK8`ns<~S+Vzd10uEtHLo$wRw<)j|L!<8rbX5J+#>{pEc z@lEYmU90k!dq!vdsZWM@F!yt=cJ4QDqSol5q@Y04;o<3Ypt1la5|F>!&Mts|i)Jvw z(1*Uh`Dv=}a+|lfy9(F~(DZjUV^ISHG}pXh7G0vF7lvvPQSiWkqxt`A z+)m!z9HAq~*Vz}Am61U?5g*RW5N>*-2SJpKZ{%9>GDXo@%ndMt5 z+)cxFvy3ECkP3h7&sm@gq;Q?vvCk{R#MM|$W9ZZ=<>*Dibp%^mW0^;vil@^C>7%60#zrxcW(;MR(I3fga7Jn|LFJ!Z3Q?QI-WoO4UDeCU4%6bIwzXOQ%F%3sd~vs zAOiss>>3yl7ZRc(f!KpsRpq~`=(YN>v*OfxZ zpcECCz_{0B@-Z+V;0uVh-DidlhNqqftJhTQ7+74%$rcDxM~<`*_HM{lAJVUYC^lLk zf5gs3L8;y2d{6Vl5Y6=rA%-y9qdkfo-}UBxBp^yaGCI40{1M>a$|24d{NK}evbsEm zi{Hdy9_lOHJK16kOVH{A;P5wXCO>U_xdi(;J`aFkwi%fjQ_Lrxwoe&Evq`HaqN%3bg9Ra&QAk% z>px-mh;a1{aS?ps;q~|zLZ3N(aUUU<0qz2S%g66i=Ho#EeivzRgdkVyQs=GGxtNa$;*Om79A zZ9FScqVM#5^QFvktxF`*nwSsEjWOUsK!hM`@%Iee)=`K2?!<``BvNl*-^Q06BSG2O zA{QKRvNXi;u$nkryl7=;7@d*=DvO)#2J^FLzXEuKf6RvuAGle4H;9Ufh)AJElU3zr zSlWMEMUpd`uldAY&L_`!^mTM#p-F(wF#L%UK<5$cQ^qMPHS#S&XYu}QM?!6lce}C^ zK4AccHCwXbEde$n6EkxM`^*N>_nn<1wd11wi(gF5#dD0V2oGze|2X&yDidTal5%ny z2>`t zpO{FDjU||SAfx5q*)~kI5URpUwY1_w`u{*Up`c9Z3whfnm1tmSk`+D{k>KEq>M@ zBHWdklQkZmB(<0|HsJk0(N0>6MPmI<>xKSh|1n1G&(^mb)3bmH9ZP^2nn&;j;9;&KqwSFHF8vmw&Qk+I&a7#k-((+)!iQ^qk_foEp z#~rw6D@C+tp&-KPi%6oz>w+ZbU9WsjQEX$}gYEmXjIIp%xP+Y>x{qVN-*XT!F6;z(2)7kL>}b;{ezv?m5vc0+ku{$B*F?Ld5twPj)^~YB8V7CQp@-vpVy_*|a3Z zh|1>CQpYx#-C2LkSLLPI-hTAh)NSHU8}V%S-UgjHAMz{hAGPvwjSSmgRz`{c&O39& zoxG6FGS%0C)=G4e{WNIuX*Mn6zmQZ+4OBlXC}6051#2ogIyykLQDhfafbzoY7rJfO zseu8!ZftpoE?KV@zH4Cl`LF!cKu-fgcHz*%SWPBQvnzYOHW{{rf8q6ydGkh(FD>8n zD8f^R_XbqDLGHPM$cAQ+(|UthiuUh#4B`y{k++F^HJUP|rKKUb*fmju-=LEJymlJM zE2L!5C4<3fW~%k;b-|;w>RXLl*E>FS2sT!eN7GkcQGqBmq}5LJR`u^s8Y~5Wl*#TA~?NLQeG458&E4LKqZX7Qr~yX zs?wc?rgCcxj}?SgdRje~OL}`xqN@PN30ay!mNAZl(o$KF*}xP4+W(VF$2Z0HjIB2* zY&|OBPn+P@`JvU-RV28OO2f4Pb|)w*7#JBF#$2I{gl!^^>m(M}(Va$3(}>GR@2eyC zV<&H>8b{6g`^&^c1@tfY0en<{qKrYK5n<#YV=t)CFjrcDzJJS>Nce=G)X4m*LKBpO zRy&$Xg8ckS0c%x|(xSKoUPd@`Nl9IghyV=3E2u2!|9+2IpTLCN@mEaAJGr-RrB@14 zp~e!Sqf@g)Bq7wK5)yBb^^kQcJVbw>qy(|eIdaVT$37ejK`@6xlh7X#8kK-$rMrD^ zu|2$?+wA7`&Q15%(bBm>whR70fDj0F@IpDdf$!V_vt)B|v+w-K9hzb&a#xV=fkVZ= z+v+IemK^ka5>9PasfADjXdIDhPpaa9Q_@>m4dRPWe=PcnWM1<`;vLpm)nkC0o3?o! zDy8ziE*2}`FCm?B#qq879P)5*ACU*&&kllt#Wz@h^z~BA{dhhlselWAT!v=^KA;#F zvuLy-dOw(^UgEr(`zQRz^UY)>yYqBPDMp5J%uX&?t3R=-8TgJ4E^6DxRd@nWh^RY}ufyb*@kZ z(`*ma%cm%6c2TZUtp$4snGV5xUKLkCiG@xHz%$4RI?omRPapC{9KRjM?2sM+6;fdjkIrCHsJa@!tn|iMu=8ntYSQl)Hb+{FiIXH|@ra3j zq1FTCI+~K2Huz2CSJ#}HPOM^7uC52JpdkPAFJ_mo z*YDjFBL%jObQMc`Y`UHo#}jRDe1=4dd^I`#{lsbIoL8HWt$<-qIASds1{SREfc(zV zvIYtYuD&TMH0&~gG;}taE&>-utvEGlp>E+6`pbAC?vEkcK$X*Zr?k(4+40XE*(biM zJhB-yVl=ccNEbRCj??44eR@di7sS{yx!P5Gh36Y5MJkz;jyyRcdc3|(M~`D_cQ0kU z?e*K_2bS|nvQD0rkMLRZw_mLHM$~$PT-49kw_O0w5U>Tg@>5Mb;G{O$y_1Rcj!3^| z&m6zA4#NOI3#FImFPL_7mnBJ)wlvAFGPrHXS|S&cfn;NH7*I zbj2vqr5_SW$d#+xI8FNgja2QPLDAd}bOZnh`T=0yz%MPR%R#ktZR7Z6C8_B5&BNi# zL$ghObT;DwWDSF$uNoXXmZIc68@81X9t+K*Te@pq$F95Q5XJUP=&O;ZC&c#b(#MfJFYS^B4^ zI%>vFK0cN3IY)hfCCARjcK!f=|53a@cW!!Srv6=N^wpXh8a^YWZ6E=Pf&LpAS3k%W zIQpxN?8!)w`T(xO9*1rK))G*vM`qu;apN*NJWxh73TuH}4iyoC%l_+&NIRlQ{m?By z+pyI%vGG(^PL35aIBSzT+*`Gh&GQ!`gAN1-Ah&Rz7ut<0Li{}Ug7XNto+wA}+$K^l zH;@_7+71>M1f;!z^uDXBqP%1e=u+RXzylR z^7}pjNumpY8_7*MxwtMmI#$^{r$lhXS%LnR`r*SHNbtxdJakG*$VlfzU}GW>bL29- zl_0YKY=(b|9=nV~H}~1T4KN`62dw%X_lS=n;QHo(Jz#{)vT#ni@2;I0d@9kI5#roq7syGG=D=Id%y# zF{s2;t!B5AlYmg)!{vt1ZU=?j1&UELb+mGp(rtyMZpG-_5f_^J$sJr0L|`}RAo51m zcDh?ya`wjmdi7>r^AY@ViRlgyB19!X4PJe@Dh;w&SbaSN#3!x*Kx(Gh9^M-|I&|y5 zR|X6hX<5V;hOco!1B}cj`Vd)o_ELK9zK>HoT_iflNxl5dCCsm^tJSs~WT4P$1wShp zKr~_v0x|+O2b@sgbjGVZ_WAQW@cdEU;D|(0gq$C3P6qEBPh+S5fS_m``>|qxB_WM~ zbpa~7$Hv(ZkwvjVxdhKf(E2OgCyqv&&=-XMiP)@{xe&SZ=h6fViQNk)$6JnDhY9&E zmhi=Y+-SqXsIjV|?;kZZ#9#y1NMJHa2guma4#JP+)XafwSwX=Jt~d%x%6I3a6_aZq z4?wPtBxKY5^a$05kbyu*N@RFmCghPKLT`u3esYPp&b~vPYwToX)QLKEb!FwnqAo4J zq45;HIM9D{W8?R=en0mXmc|$!W2_zsw3aDzCgT`y7tb7l_J_fkdt?e;o2ik#6k(F6nG=6QJeBFHhq0#Kz18tM*rb9xF8?LVM7#%x?E$4yOU@f~>u5*p#7u|0P zs^p?qt9<+W)X(!*y$Ij#vQMU1qqS*7;6ioQcPl@Qr<9GGZ*Fb5^($d1%<|%ctJ4Y! z9i8L|`L=`Ftrw;YWZ5G;cq|5zpGn$BC(toVd|a5H=jiB33B*Zp_~!VJb1#RTn`{f8 zJ_Y8^xvu#CbVa@dt!e_$6FruzsjZ!MGz%F<9}4^R;q3vcPO!GYuo{rKk%IE^@<#3P zICZ#dGfNxC_sv>A>gA3+dlDF?J%`kU(4d8+*ATspV09OlJyMV9;72RKZ*=Uaqio;6 zfTh0vH1cE^#SkJGbVRPy^zl9H9)$XV8%9J+i;KG8W>ue+&@-O0ewguqyFCeRd`RFJrFVN2b6G1-+^-0EqnR<^eu)g?xIssR}APC$7T>!MW zf~%n20K$77q_(Cl*JF<*LEsGl2{t;A8o{Lz87;CMq~zSwvqJCDRz?^=a|TNpoiRlq zv@qzx7FN0WxcA_wg`4)FObU(>TK1#`tEJ^-XadlMMgj+7Sv5=$a6+bTP?Mf%lHLo3 z%0?nQ6=gHXVT{c%$V35y6=N6c_lR`gnQaUAPlxs39c4YjhDkRZ#V!b(RNc zN{|*nAUjTFFMZN#TgWesuFZ;y#*bLE4%bWwd)|L=!<&xZT=_CBEF(XmZpZQTIXCz5 zW3b02Mo0O5OAyq4mv7{Lft&?}-Q1kd8}0q@t@u!fRY{}9&xocmnu3HkMpTp}h%?gO zl)7FUN%(ypnkUe>o>OsDQ+olLK*DY_O40|I0o=WN61H=t5_{XS!~y?$vAovNz%Zm$ZxQEPiFq*S+Adw zL01|2>p&*Qg1O{-rz`=^A=|d`*^#dcgHi~22(;}sCM1f3?bfg}8k?Tx!mZf89ksfW zdqvdM=KHpf?+x~`BE*@$9@bhP{bP7+1q0jVpB&6h z;9ap&U8pWt^(IMf8q_mT!oX<(x<|id%h%daI+Esp;&4FW@WPtLHL~s40RbIh*oy=M z%*D$n+0mJazNN`#a^tK_7d;cp@fD3T9-cQYoH-M+lblBa*eecMAgF5O>##~dVS`c$ zxe(Gcd?w~1pj5R76C`;4@un-><8EK3rmzX7CMKF|4Qv~7z{Wjw>N9w0NN1rE_d|b~ zlYRwg5*{>2#<~OB7|#X3S}pz2AbOpMSJ=aa=I-lP%{F$2xZ7WNa^|ZNPs~ir%ifM&gQd~U0C>{Q34f;#uR{-Iz50#Q zV=Zk6+oAD{os$Yxd50H`NVeL7{;k4CwoRd1(g3V!Y3`}%I(bY zak*38B@xZ?C?4$`b3+cilFa^t)DxBfBS@rS-fCdL;A*2{Z9K(bbi7CHl(yvNnv5^O z>8wGoR2aAZMSy&NwaFp90~qqOsHhK~hG<4XwgX1fRXZN~9h*W@A3h9{o`<5RG_9{4Cg(RL9Lz6rb)3Onm;(<6cBLN%*;$j_LU7T%e#2Xu>H%V*0t1}AmuU_R&jpg_Y1L5!0BPie^ z0@^!No#3ZOj`pY$X+{VP(UGbzNr{U`)Cw6vZw5XkN--pmNHItxG{QjN$49{|hS2na zZ;k#hD1NVQu_u6letKj>+Ib*^HwBA9`9u2^G7n9G4ElAp$t2BWrJr2%9!GyD3c7q{ zg4v<}r*8?0;t73#+>rgBR){+?7O6*ofCl7TCg}F!_2Jz+g65HsQ0BktgUEmo>g%h+ zz9!sa&}-KB!piE~*_j5m1%PveP2KWT*|^dkU{Of-5d$~@W4KR7y(id6Pb^oTZ&98* zaly%HzgO@L06Pb=f+DlkS-`jkt4$dVVllDTjg9Iedz=*5qNbHn2^}({jt{E7> zJP*zr3aI0p(4+h_L?dGVaHFd~$np_538HS8Pf`Ysf&9<&)X6$U8f=bz! z3XGx?94_6$mtJH`FMB^UVj84 z2KdpTAtAp@RH5~8ae2x#PYtxRVq&Wap3!wNPZt-{lJi~Ilmsvv8#^*Jb<12&Ls=g1 zFeqe)H8c={_oL;eq_l$6_3NNifbs4^HA~9@*o6_o5a;15NNhkQBtkWm&C(f8pn(FU zUcF)eT=^1JQoC@y{DNM5*fJCD0&whK^Yh!?g0HYIfE@lNWxrWXWXB`4en7s`*3#PQ z#&rtEAks<3!UhmT*Fm4ruiO{HO}+F9B@CCm^AI?CqgG*RUEod1^7E@?>`1`!=%P8s^|_iF>Iu`LKL@&Gu0zGt$L6 zIIvu*9DMhV5px)_vzMOI`=WD)Z5$Puc;}8eW~sdPqpNxoy3~EIhv)!USkRxm>#aod z!^C7{Z`DoiQ!LECm`3;Y@t1#F z(DHcSEqAt7@Uvjfz0QVQ(bjF%11ecvlRt_>Y>e~%VLC^K{9RMujL#>w%RZx`k2}Cu z>W{8Al0#rQ>9J{dDCB0)&-DF$>Z~j^H8&6_R1V=HDVuQwO8G`g)7jp zu>lZnGwq3PCx#4};M5QQBOPUX+axY@SU@~UQ_!efH(OeGR7qRi%`YUTluX@Fi}*eUw?Ub5j&&LCG|K5LkO$stUGxOouzBmlTop8r?h64Sk+%B*8{Ww>InOcBGUB0$O3Di&k%~018=6(TkM6MV5=Dsr8 zhj=|b-z5TW#;7-pVKpuwE*)EuUPgfh@Dk%LK~UKbo%@YyG1^)bQs z%%F0@yv~lZG+qzpPiL>5uuV?CTJ2`1poy4qb_Uu8V8vhz!Alw;QCdz8Nif)>M0XoI zAi&L^Z=&jQxh zP;zWqe;}{5AkVZs|2tMg{Gr6gfyHNT`={RgmL9Fh4sBWSe$(^|dl>AS4J2y^2jqqQ zYs~FuFGOH(qmTld6qJq?+>BMwli-|z;TCk%)Lv*NAeUMyQ%3NjRtEecqzgyfbXyyn zAi5h?m?@>ALYlqc=2iran`=z}W!?YVbV*hY;3PSN9t#T>RD&2Q==<(&+*&xMsA_0jJMswgsY**q!gFowoE7B*pKn{QA7dAU zpI#512VT?N9Do?RIy?J{&Tb(EJ|D(;X7Au|n*En0<|0A_G#vX0Q@scsPTdh)JX;l5 zA5kvf{tG+^4o*Ts4{Dh(wa-BR@rYsHzcJq%)D|#HVED(cbQVVd_+rFK1-HR#*IwZs zwXJ_u+_w)YUB#;fF?b%>#-9l4!-1g@J9Ea?7F)$9cLu6CgqZ){@&SLC(Xu(P23|1bz!Hm&qr3C1kgc7ko;1<&S!9BR`=_Jp4qnD^RD~yw zlO1G`Rs-}fv&BnRMg|upz!(mktQtoI28iHHBwWyX?ye;9#^P9N1~blF9GX`;t+KJR zHa2iVJ7H*8AHaD3&K)nLA*if*`ZQu@LUQY@C8LCziofuRvPx2n_C8yfym4}SMTU4y z{d=NhJ$Mu#v?or%xif%l-ktFA_TFt??u;ob0B@S4CH?ZkkHE2qo}Mr(1yqlmF8C;F z3viQB30J#))pH-lcaB~h3324oZJ2fl;oMHCc1+6poU{zjp}xyJ=j^o<-src)cA}&@ z7~J^3K!YTL&*pjQ(uKZK`icV*wz?!0)WoC*P&U|yW4IJJp1)>i+izc{2vU&;7J(QM zur!g0N(nSt9JS(@*@T*|p-iGMkdyfM>?7F+sg8fA%B<3CNf@^w2M#iq2wNv`4GD+{ zc5rY{!YoOo8Pp{1XieN|B=zd9BO$pH7)3WS0`&rp^C>(xOu9Y)ewS<#M16B@a)a0l zKd0YxcjGC^h>ErXhlc+b-V(I{vH7B=Zito0xrngt;8z)S@%pUXqfl^_?<$bgFHZQkVv~9c`VR;qawM-o3x02el!V8aK9nkp*baxU&X1nh$yP@+R2$-ew-t2(DTwT zra!?>5ryjN@^^jZRbwm;<@;j%Sz~TjuDi81S|*=8wa0N?fy`!YRaSbso;{ImNsOa> zgl1TZ)9zD~_p2Sh1W>n4oU_qO+;5Sr_Z;=i^uU*ne&_d|vr~zp#S#R|%7hxw+|Nl7stA4WdIYnv-HL>nG5N=z<>JpFe1S znF_|jgWee#8v?-G=}ged=qS^Qij3Y35Y-hrM$7Zl)35Xz4ULU$Pn~*qTui^Vl_fPJ zou%N#wEEi|-{ZUUEck{5dsKi^~BQOAC}0p?@Y^Wl)!5O_j!dc1$LhGR^kj%HH8?c?)&D4yCnL! zn|)_yHyvG*9b#1iY|<_yCCoyK0$~Ye`+&-AYi5NSAs#$z?LUQ_ia-e;KbFUP0vqJq zw|mzvL=^-0s!2(~g=oQhWcMO*m0%VFx`1#5a?g8^3ShFdiHQe@j(__gAVDoG zE)rwtCMUs@a;q?pezuGhvO}^vsJSpt^y27K@6XELj!dduG-eF`>y0t{`!~JsbZ37p zdRJ^!OGmD&hgR?b^}>{HG%n*|X8h;7DT#EK=`vIgKrwlycHOnQ3?&`5PYNV+I1IJ5 zX~Po_Vayf^eWb%!(O@tW!xJ?lmEDv4Jc6l6#igZqGq}PKFa#P#_&5GI?6E&V&V~0l z83|!w%(Vg-U|2-N0XTF)aVWg@Bg)tUB@HGZpoYOc8TgfPB;?AyT>gadicQ!3{`iTD ziMhME8DVOPq~r(i-S1S7P^}6qVS~eN*I_cBrs$E3IwPKd0k4uU3zCJ+Y_|@lbpWBnI2y(O?(u*;7T*o_6EIf{Yrc8G$ZHQMH-<-# zohMT$46P zg(OBJ-VwVbKL#Qfmw*Kw%&uDuc6`N%Y z_a~ozKEj}RG`DW$B#2*Fzqpmq&w66o8U$8&zi}!M#sTXtvg_fvUvt_7LNE#SfG2tUnSF1Z<|>0*qpv028hRdPxJ~21(pBpioB|GJ+G++S(a3Eo5x5%?_5Q-u#;j z(0@Dx%L2O_iaNAt%c-ncG*vz6wkA(G? z#7?=6W4h!L6DhYmZvEyEV->M{w?FBKsQX-ruoP1+h`=#snu`?uW=pran)rtVmzYR( z_UCR#n*dJ}cVvlG$%snlc-3*ysm)_{Hk)@jf_{gcc5+oAC2*UfGIlo0x zD1c`jzImkkQTX!uqEU{6kB0G41Hs;EC$0s2>{sKuoF_RwA60_3niaH#7(C?3=^M($54$_*11hjyO`7=k~Myz@PCPS-r z@z-1BMpN&Ji?pBO|0pmOP+<`5j{F-nbJ$lvFH?&C16!v3F4U25u)B@`SV~HMN@SsN z|NZ-mY)*oa0_zbs@TmwwKMf5JV>l`fqIB2Qg&>A$@gwYKAUuF4O=U%e-}Sm4uz`OL z9*>WUV|KN|GI^aWy1<0I;ZI!368@ zhXC;{kS{ElVB)z<^6R1B=nH|M@Am75sT}kq`BvNgeg;H&6e8LZR2Av-AwaqemOP#U*EtLDM+j0GR)wnM!3ktbnlF;9DXnCYD=K!OB`LAu0-&Q&zy# z{7Qq*pP$AXf}3fSp)*l!0Bvrn1ljRWJ#x@!_n}-zyE~T_SwI8F@ZV<%o$8{7E!b01 zi8?&QRe|P)wwUe44MBm$x2u2GP(?D{IVj41hh>l5>mA@jpjIPFNlb}FIgSJhQTor^ z90iFePpCd5-n|P^?c6s87HN;)9kYf1*DV8V&$ z@%A`m{X6JF>q27uY09PCfBenc{I+tMh)Py_V5AYaGXPh?fsVL-9nK|;HMBwOiD+k` zcuPx5Lt7WlqU@ZU`44$aS)%IbPV&?jkFQ=v9|`IJJ&=RcctI{Ej=2{v)b#ZM7eh3K zo)^yGGMsm~8pvy{U^)KJ1#I|-UvMP~n{Ofyp9e2%@0A{yYB}Eehd!>ImRAN zTP0w^xA&0*op^T1Nloo4zC~RK?iZsUzJF8d`D^s-mtbqTRla)~m=QV+@^yw(f<8;fYUktHhAfd&mA%1*mF!P*eM~6S?8R zt%$H&XSK)1j0xEY)w2+lhX%GYjLChUPCR^^5pw_B@Rz$s1$GnXMw0YP@Owv4tJ>J% zAjf^7N!9~o0G_)z+of}7PRpEL({ZFdbY}k>pF39Br_Tg|EMRF~F4cB6BU{jtu_&iS zq{Ob$h9Hxze>z(DvO|ULLYEW#lJVwQ7e#oojIu;}3AAc@Ame<}O&-G;*W!~+RavJG zY{pfxvih}~TIlNTR#ar$e`6yF%|Bp_zP?g)Y-XZ%xsJ8l+&0E^>+{5RR_IQGGGR7v}z8 z6fp&CG8gFguR^j%R2Qqi!vD)(UgwE-r``7vWw2jH`=^ipgI23=dr~4uxM;&K^R0eP zR02|a%I05gyb!A#cWhL@W8eE@qp}CNo<0k1jXFOBb&G-G0s*{8q7H|w5eX+4T^#`7 z5oReeUT=Es#$3a(<{2XNt?2Gt2cmGW#SGLFC+>hXj~B*cp(_E0PoK=!KwIYCxT!xWqy4mb-SVo?mzS?z z%?~UPgkImIhJZ~$T4f-NHxTci007)zhvL~8DBV#)7kD7$`^H6?=5Uki-M%NDEn>G0 zPbPm|`q95{xNrEH;Fnnmz&gnO$*(ZlcHE-XM7hg&y^L}^GZiK<}e-N>ht)-AbpO2_e@LP~p%H@ysTG+G$gDA<4f zQ%2o~{)1mTQ|gge14dE6oObN+)dA|*=DFEf%zDHNE~|C6ik3L%c^<$^H$HOa!QOu! zN27#_*Qxw;_OJI%N+ncPo$$Wa-}4ug1@(M;DG$K02;e8&8i`;$f7nYY1?ED?4?!); zN6ruRP2(n_xx$4aH~r_qqC*q_qo$LkL?z#vq_SP*|8k_*WzF~`&(fw6<{I6gr_a!6 zWL!P>h*jx?&3wmC;ED~myzj{19TE(@gZBd z`V?-y(r0LI`=A!5bqVQM-gotgTyaZ(lzdU~d8&=tuI77-Leu#ro&+X*8v9mQ_KnVH z1FJ+CTMn&dyG{)uWqWg4$A5j*GdCwtGB{y<$2*h3mm(MJ0kQ`^K5x&S^+<7r78-*x zrC3oX`vktBvEzd;PZ@>FfBP<+xl8-e@YpyNsa;HC!})TprIF~cbVf1Bk{%m~7?qOpNb-Do zYN#UqXL0(+AsOu|ir?gvuU5 zZzi~Z_|{^+vQkJQ9X{OOzWo0A6!tQ`aPT)~CfSIu4&<{cqkMRx*KVNZ0UmmUw zo(n48J9Uk7XR-o;blo?GY89-VrNZp&Z_xW69mFYoBPT~RMu?mQy(lE10gEXhkdo^D z8$D^F7dr5Ha6e&!4pI`x+wj461Tf$?1;Mi$FD73Vu?b-$lUy94Tu2AvQBp!FQY63evCsDH9pL} zPePK21QutGsaUu2`U+IPr<|N%1Po&QA`$~-515)LTP2tqi5QUivInYu|VjEpf5 zZue~ARqEtarCZXw#LsAt-^JbAJIfdmLxeusXid}x(1;UeRhVXmK0Gq1s4@z>Qn*xL z4lXi7kR3t$oQufF>^L|6(pzZ&WhqYh1-C(<=B8pS?+mecC&4{I3kCOl|IyK?(;G39 z2Yo;+UX-7Ep{vKz1cw%jb$m6L`fc$whTt{26xE0A=Zc>UfT{fQuf%Ny)w62;yZQ11 z68uFR;hbA{=)SETL$KWtG&DJhzGjPE5k4?x?IqXf0gRTNopn`AMm=&(JU1t&v!g>; zM1&Y56|VLfBqk^a7r>tRXYTJhQ0nS{O~Z+Q7*4gz5lLax0xSxeY^Ctnol(uBP=3%F z{rb=BJnW*X&c5Xw-JKqS5lAq=SMAwCLo?Aa_m3?45R^Jc9)YSh^{Jw>y`6XpE1r6& z*3c^hB!rT${qhugG+2hvN}-FVA=Sp9=>Q)ppLM2l8T;2&rSUZCC^^x9-V52>mp94m z3=ERsFrl3Lx43;3d9|Shcm2~zxS4i!p;=N zQ);|$0PcDBPKukm?)`grlx65FW6a`sh7ZLAc;$cM?6>ex`mwBndW_8s`eVcT)_tC5 zJvf$Ly%$sW7>nx_F|HK1{HCSf93^9I;OxeeGp>~pGqwvAdAGr!+KaXXauRpEaZC1R zflCExHK7d@g;JXcX?VEJdtpfZ?y@J1z4|EfZswicdnTp{-2_M3Z2jzs7MYFvcIx_*uT|&R zE3i!RR!TFEHYF4p-~K7Zm=)ZWopw6n{^Q>G_>=uM-8jhFTC$hrWcbt0^9)m(k`p@{ zWA|n}`*pOmP<_@H@Dru^hVX2Ty%`SK5&EDVqW%PR46I(3slogwPmtBm&nLvjw!$G) zN9P_O4XiFKA(#-N3i9=>N=dN~8*nIuwV**Tq~YX}Y^vCM!|dQwH&DGocMX9VIif0hAS= z%a^IJ{wOJV*M0D}4+cVYjCb=#JZ!H+D)V)8^l|ky4+U&A`H;h~R$scF-SzHWVOg0* z>Uogdji<0$QL6xCMudU$O{$?MHP2ruLq}KF@7dWUK;==xv#P1*F>o8yY8VFO=H>O| zn*PeFjpcES>JQ$odHAp$nn56DzNlnCc&$P~HakDR1&XB`H%7RsZyxSS)rO%-l#ri# z*PjoCb&nAw8#xV2usiXS8n9GQ1U0?3!8;II0fcFcr<6g9*gk;%e#k>-%D)U%`*Uht zs-FYt35@-$E&c~LWV6bVK5MFfO0L%Suxxb+l8PUztzk(uBp~)+o1p0k$YWgf*OT0_ zxW}t~$?x|hoxD9}`?$p`D|6IBSj#j-tzLWn#>;oEtd%UNF&xf%Y*1?3tLx|}*g7o0 zR$7#-b&8xZ`U=)+ui{tPG!@qn3KUagm#l3ym|lN#LRIqJ;%nI{3UG73QJk4`L@eMPe+Ih(O3~ zo|cw&zkiQk!^H0^7c@Y7d!wOEt5No6hNg$UDl#(i*)ueOZ{VmX$lr)<(H?AAa-Z2; zZU#>S5gFLYBZI3R-(Z;ukMAmir^7BcR7;8FTSNElaWAO8TNfVmtURn4TI!a8N1C*K zOmOfa6_vo5E`a%%en%pKp`mtBg7^+A?T>pA(B_#813d>C4W^ z=G#WnHQP3+S~;o|z?YV%9^a_Fe!Hb-UD(&=CV2F{lWbwLUg4n|NzN^zW5#OhtQ#2TAO0#?MCW_^RCB#ayZd6d%=)IyNdx${3P`Qhof{=nS zkb+k&jjS_pE|2XCX1#9+80?n-pRe?p=QNJOJT2)Z!5 zn&6rt3+5(l7;SA%p6o@og$MwO#rKH`Z}{AC@A?uCBhvrM_z;RABSC2l6BJQlVQ(KF z-k+oJHh>@lJyhrfz|(cJQr4Wd0BZA}e2`RjrlMI+vTCkh0;e6Ek z{HR0)WIK}tcMe@$`ViIT*RR#2zK^?CLUZiow0oV5Om!%~|I?@c0icvD#Qmb0J2Gtc z^3BkNA!M*vBvhF@p(Fox?XS%WA4x?^izXnj>K|EHw5Hl2I}!=2NJp>;V^d%RWQrUX zRSxCVm!Ehs76D_PkuonNy+)D>AQJ;{_#~orgXZhKZKWVM`G|_Lb?k0p;_ogq%cgu* zI?7p!3H4p}W11?{4`j=U6P5dMz(49P*NbKlhXs834U!RMaJ{u8EJuUH#Y9A))B5WU zapd~z<%k!b){yd#H*k7tgIoLGxF2Jql^VGW;as1jP`x-5qf?`;qw}fojJDMyS!ro*U9s3^ z45so#f5pMUVY*B02U}Nd3zf`29YOI82l)}Qo_VsR3-T%TBseEf74DVKSdQewj zg6-3f-yb}902A5_Y>`*zKYwTIm~NqZQtuPKh6;lymz$f3e$=XXQO(28P6Ktv1q>|U zajJd#Pp2c&kE3Q5%Rihf4|(hcYGNZ>HrsN92#lF&)zwu@z)w9&ONx)pucU>>{mJlA z6}s^O2M4>Oo`!=3GppRMD{db+@?^#c7s+ceQX~st0Q$``AbH8k{_!tMt4_;0Sm&xEEhp=S0m*qf z_-+jsCePVBzI>}}DSJcR{6y2V2y%^K^ zazv)gRg(j?OGwYhW{0}J4jx8Ee7~Jynn!V9wKg>&KtUGD82;kthzpaX3rq%66=_#n|$4D*eYyS_=b zyULg81Wzj79Shw8)2Ito_fDBO9YRsnFyf-g&&te3j>BHsm?i7+-kEJCW=3l)%7ol6 zIyz7x-yalh#K?7^NR#We)%&)D?eQBTt?78Sxqr(S-uCeJ=B%(7@lw@C+AI~}1!9Tn zw>>U0hFe5mO*c^7d4nN2qEuBlLp$y6(S7~8zm`WzPWyM>HlJRO|N1K-CDHq9-{X|T z`Go_uD_3q7oDc)o4)e4N3)lO8+MhY&fj$D;tlw zavJQq4K`ZJPk>A4%{bQ(;l8FvL{0BucqI2)m<#ObnO^-?c3FR<U>ht#*M;GuBsm zp|s^KCWk;G1W59`aNA#2mnQ}dQw9&CC&vnBZQuvqHa0wGuc~mD zS61eqczOzC91!b2jgULW$nD*WGX;ocD_*Z(7Z(<8@GEQCCod1{7vO%UA!ccMe(lm; zr6tN&6mRW{tk!GM>hbF3M`cTDeEAa0F36@_4}(JqDZ2N87nuCEotYU4<4+~uK;2oS z#zpW50iW^GB^ZrNK&GrRm^X{62#!*~r0H#qb|%&2l~7!`+k5i-qy}B=F=LY#icM7dd+(34eY>t5cA8@} z_-5_i56_!UWG;ktb@6atNwAZ~kha##Jl<6+lAb+X;bml7_waTfJa8`iN!0D5Tbb%w zE7WfK+`V_5rCa!b)Q-GO`V#BW4}ae1fXf7K(}xcW6-W8kdpV z<+UI?Vvx`8xw+AskQ{<0mDYXy7obzXlR^RlGSbq}LMkdKIDIG>Uf%u8AN470`9>RR zxwf%w^96c=9gN5}Q?Ui+aZ-2??(Qp`Sp@nrT@NE(z@1puN+XDLAOY6+{LY4e)8Bs$ zw;y#ORJ<)j4{Kv0vo`~XiU%4!O780xPd952Ds@$tCI{B0!UzbzRv z&;)=GasPgfimH#@-Iw6}kF0*JkcKn-#e8_p!|CePX(#7 z-CdeAglz}767dMP9uqc3`!@GIGra^C9E1hr(xX`o%#4iiFoPvO7F<&k_F&YQ6Hv!J z9^c+05<*oH+dNuVSBIX5{$cd4NBmOiuy? zs(lw-!JaHD!!$FXW$11ZV!n7GQg( z*F|)0&Ux}AviLc^(>D8fkjfA}RPUZy_P&JC64>Ejiy%CtXJkOE3E?-NT=sxdN6CIdHw6`dYp-*38{CWV{LttDcX~H$44$-Y);cu2tqR;x@U`V> zw-G3cZ*x=AE@3|i(p16yE-^Fstpe6T=Eg@G41>)@ zsP!;_yGfh^M{)X}&7=ouX-1Zo2kJDbYn;k8t$`Gc4#IB^R^3x)i+1iZ-yae2Q1UNB z!|IT(F2UuvCjm=)c{hdmGmiKS&7$vUPeg&sB8tApvd?uK;+MU>@$Q)WU~7vZ6hpPG z4?)@h4jbKE4yikqQeZTLCOb-nd~{L)i-+LEg|dKe`ZVUT;eHMD*a1=h;3zvw56o(A z-Ibo@kj-|&KyFS3wnIb;!N%76;e!{B32Yo*0r%C(Ow-b=tnjaIP+@^&3~V2@CrWD^ zf~J_V1X~l=C1b24q!qXpg3}E|3j<~8BpGMb{7Qzwq6r9Chk*q?9s_bPq~XrA9cFvr zR)B8X*Vl(0JTe5YQf1A08lnTCfq|ezW`H^Yuqh0cASok`_E|$enN~p7A>AcGY#pUu}GXIKR(VS+ilUGFPNImq{NCYD|^h$y$F&Eh%iPQLUFFZ ztOr~7P2TONl@0tfb65W4#C{av6IYGlx8WEi_mT0tlUfxPCW$lPajMDFMuDe#Kew`z z%<~MpK7JI`e4#BPmQ!L<&Q87Q^Vqe_v^-O_t7_asW5Gwv%wpwfG`=qC$;urTCx2c6 z5ZLik`O^mvNR!-$+N}3e1^{}5Gz&|KjD!aYK24L~FTUR>H#4LU1 zW&*mq8mTN#W{x)KnoM2v?=wvkJe~YGt@mpr5=AqMCF6HHHB3sLxAdi-=_=SfTb~p| z_d7a6wZSVZ+s|ZXUUOU3$`~1Gd=jpmi|CpH#EuGpn>r?>K-GrZ=lAg?&U0{R7iIQK zB3D8b9`V)UX1I6n9xzzNy0%%TR1VE-aQeD>dax&bU1sYyNKE@GCxEAb*x_n_@AmEY z^A3AML86c%jOS=aIS=^m;^!az@+H)`h3+0&o33F#9|~*`hzI%K!jb^SXeybV_@w2y zq*cMJ(3|y3#CoA#G6zAf>5MCyycmxHVUVbVM5e(m^1%(6)p2UP=m>vL8Z`umuDE!V zZr1Tn(RJ6$nM_KJz zZ&Ao`U=I#5xD_Ke@j3Q-8 zNDHZKDN8CD44ILrlnSj{6cPrdMUhOU$dby0N@-Ul6dF;gNh&m1nifk+NdBM8{GT^J zFP<0A)5CRN_xF1)$9Wvb$$<{ee|#qVi9=j%OnskpA`h<7yrqi61OS0mBH#rh_XA1s zrN&sM2p$JBuK=Y^W}eHE7A_DHk-?%`-%4RdNlXT42~>_8mN^s;ynT+6OH5g$d$LOcCq8Uyc079Mkca-U1YP5Emj!m4 z)?|^nqvP;*g)qd&JhqyE*iXxuNz!j{E#2MoCLv$WWn1^x^$&yCwn}js^Gj#a zz<``P*W_r_F8j$%s@Y9Q+Ty;_ed*Hk$;mA@=8LDMY?SUhvmQy+P7k)6O7OAEM92jy z<>BGMYC#6@GRj7JXkK*fpD)zf(5&g2E7Q^1I^WK2=GK2%tn>;*fiYa3QAzFpZ}eVx zeR=YAgHOGi+yrgyxP%0(J?a>x;ta-a#`?9I-*Qbh1sXnT3lb*JbW6BnPD2uegX6=1 zAG2RCJD2{k#$~FU;^7}r?~~7-PI0t#aIlZ*_#m5kD|o4?tJkTx>m!L|{>OXdt?SsU zDXMr?HCaP5YU{pe*B|SL9l8JDQ{ktM=Aswdcg|^fJfO!%?u7PP)!*Y2Ga4eUEok#U z+c`kwVmmSrO)}p_oZ|8OwWsH;8It7L`K~+VA*2rNg5&1$UXRx}KuC zA$`q^A2%{Gy@Y4e{-d{hams}Y?k+BSzPmX&ZD9yTgxA+^I^39+mgYk>3$Q_b!V#V` zYgb2mJKHJ*vkCTR5qG~MniGlW@9^M3SbY__1U#=@y9TaN+kGg-IA0EMbzDoEnym|# zWwy3qJCA;`+&RapaPOOMC1W+%#9H`3%Mxp5RaK2AjZy_oVPv3!CeESi-wt5CEzR_dMP*!BSfUvRDa<999_)EfGNo3hhk%?43}a6G-*=L zqF*HX`3onp>3-`w@zm{|J<~M`l%_bf<%I|5(?nNWQ_8f2p`9Z6Q zDg4rtmG4M{_}U2zs2v=h!y$<*f}vbDtDZ2NXrC5Resp=UQs(_yki6R-MT691I?RQ| zSzvy8d#SLdU2m^hQTh7yL(gnQ=?F-$%z>LA|XH)dl`2U`>>TMl$QXy=#L9dDn`!PDVwh+7!t;CrUB+=>0k`rKRn5id^92 zG(hCv)5Uh*AAD|TI$nRp)z#MCajJ`&R{ZQcQszd?kc#cXZkI|S6=KqOzjJ}LH4V{v zqzJ$y6BPz4La{{W$rv9lkB0SQ+hL7JH)A;(VY<^lf7OXCft!S8puM%#;-9CAn`?!<(4HzO zDS42+r3)4upW!$8m@Rh1!}YzW=OcFR#0OSAW~72b!<#qw>H(KWMn*CfKyF6}0^{4Y zbEjyb+j{pQmv%4(W)T2p@xR+@USQJ*jQis3#WyyeW{DIpi22Hk+@Kt|Vxn5WFYX>+ z40{%A=}Ot}_imt)>&7L&twmhRK1r~~?lXXY6lKVia%GgwDjnDNU+TQeXNS|Q#S0b( zCOk}Q-nXw>YP_d`lg6sn$4Z+z3l|MmF$7KcBUt~pxkvUBNR{GsRvx~RW#4Kcm+ET1 zz|zur_=i9{VIPM`iJWs zcFaAQ&Rmcf^fhbej2C%cm&?t)eSG?7`h6LalsiGk)$K*o)*)pl{Ea7EId?le-@B{5 zrveb$b9mSHN0urXsi`?qx&bbe&i$@leJB>phOmFMDGc z?en_w_%h+~mlm!nIkfTeQtMGEa}*2%<)5!psBk!{^tmcydx)0ZuJY5TpR`sEb#q^$ zo@%Q6US7pf`_=<_nsHNA)mperecxyVqcA#*e2r0WKzwOROa*%fswBj;|Bd{x%}4uG zb#?uyQ1jyQ@{W#M0SoXSjKoJF?^uon4xjJqW zzdmKl4LWvOR>V}4o!nk9;vXDR4lYeO4E>WiIn|FIu^raX%q#@DB5>-%($c$nra$Vs z1Q2gn`?*Z0476F)s59D5V}yid7iydzOjDa%eb*V}AT9m%a$e5_mX+Jss5nP%@bTec z(fKUN3+`ds!_f?EZ*oM|!!a~7%j0R0+>=qMxaq<7V~qv}k;cEF!H6oxr?wAHPPxFw z1ZKx&$EUvx7p&)C<;R57+}Ps9XxT~~IZL0aQzRa4p&oN}eYGYq0}UcLQlE&4ma)Lt z??Oka|IH@2H5dmXx-cdu@X3Q^&%0e?!vZiugt@Br`0>JeYb+UWoJ~owpxmVhpnszJ zM09cX>{;YD&&Rmm$)k<<0oFxVtEqWQ;wnH`?y^k+O)BNwpMP50*z8N2*+W|Y z^5tS8v;HwGB45pTT@*P2&=yQEMqxV zykhWCML~lvv4NhRgRARyLMX)!-yE*6O+DHyaCvu<#llRo6fW5uz?=b&CH%e0z%boO zla@dZVLvJbQHMVO6mBz!OxX`Ho%t8NKCqG?6REDwNlv~~S?L7c4SE-!=REr!39G2E z&}c}cfcW>aIH4NyOj_j)vqF*st|SPX>2GQMq2a=L^CX1- zzh#O8P5&TK9M^=6x*#}pVl~nECVg1U07G)h?AZluX(9D)5&z|c$u8wa`=5WVW)k{8 zTqV%?(>$|iOU*zK=1=4D$;g0{0S3s+#7#~JHjuE=}*dq_12nkUUCPLlI z-9;YxzcqA8{C63m%~eq|doZLCiEuGNHP76Zczxo;5RrfHkD2=8u3fz*N*6B@RYF)jy>{hF zF%jE${WfkC7S>i);>P#_w?mFNfuOoq+^kbOAfOX^FcYHH-rlhE3~)rccP|2S!1Ifj zXIF7DVjA(u`PIRpg{^t?GBLf2NQP(5c*55JT8)rV$z^;-`1pn~b@Yfe#do%j=ovxo ze)HjJ{$fPED6WH_O+BBUu4J$-?z+*^7jsundx3mW09anPaZ-nF3>iO&c|Y)LO!y^# z2O6*R^nJ=>?hUxr)50YvEhrf9ULMX*LtiszVPe;yjh#*KM~lO{FYq6kg6Lmk2dau6&meu@dcJB9=5xa#0EfMbCtG zpZ8H(YQwk4eNYc_8My{s6Ea!4c_tpdzP@{`)Sc(E=@hcqrFB){i)n!D!oL?xJ!Y$P;NHJi#LtKJTk2fAQ+%*de#jq3kM5pWz*f?y z9N#T#4i3lgNT}g^x~8uQU|E(~fC?_T@`qZMWmi$zNJ~j|LP>}jPTdTl46rdHDLu29 zM#zg97Y%emviAfLBr4xS3{a$o{q9G`^pu}t0+|y^p>;R0$R&Xt68*TFZ8SotR`w}IlcqAj($n*Rm3<1fFo{@>k(1WooI{e2#0cp9=& zorW>iZ;i`eLd?b2#k--3x24q_ULuwUJjz%f^OrB2JLiQ9FMvJn-CLF8cLA>#EMB?- zXtpu8Hws`WGYrW^7}Kb!`^_ z*tbZz2cwnlj!kHE05CW3gOZY#wzaW=4%+*AO3T*=MN@*me*?2rQdGnSbqOTc?tkM! zBTpuIK^$kM!7sjBep;?V^z4{eOUw}AP z+?a>#4i+SXtd2>{rxCKAKR-n!qRbPoQ&>YNP`Av5)5o-ztjHb921?}@rXG{<$y;0+ zRG<-k`Eom-VoJao@1{_#s#f^?Y7-_zQoOK5+aUiefYdoIIURJ17`E13l@}zUH6V2GY zu8A~TkYo}q#KVV=9J$9;e8Y5}qa4>4?&E*Yk<-+vr?0;Nd>*KopX}^^7A+ed#E~B= zDH*4~Y9FhA$;sP$gREkclU0w|+S}Pdl+f((2ls7Wq%s<08Em_;B=*P=&vone2an`3 z=p0T@PS#^vwwhWBqZYQ4-~zF-M7AAI6-hA``VA;orBGbAPE3U2M7_D)@j-!SHi}PX zA@`Q(aH>9I@%-@a+c;JMP!Ptw?Sw6cbKUA`P<<4C35|}AAJr9*Y%wHp<^6deh@hBr z=iXyF0oab;$-$CfqOz%$L<(K(Kj^5LO*0$CmX9**Cag|^BN$2-$BJhMHRH~rj#}XC z%raRH{Vkl6al-Q&Ck6du`0$u!rLiauJLiGd@rq8I810wH3K+mcSpGZymcD(_C6geH zf}B(ju9pk(IXk=Z)hocdhQK`49gb(8@NDEq9*;g*Gxpe_LzggzLe2`jj{5e|yLL!P zPuf@-hYWy>+sp0al&{pk0mT!TUS0hSS8DDg@p)!GMn+GYyt%+FpFjW8?WOqRT*RzV zo)Qw`;WSl{?7^7TGUVw}R>YHz>xpSJ>a=T^RPifFh6I00<9p`8=jlnucWenvQn^O5l>vhjbZ-$ z)dJ?KFwuO{Y_6qNb1JyAMthKqNNoyflMs_}>Qtd$V<}9x+_e$G1aL&u%SZn1My6oQ zf>?*i0Ym#;mi(^kJ6J3(p@4!6$4i3u!{M+`1fWim=2r5yIwv;g|Wd-ubu z979u6Q^;2Uz0`YnCLy8DVUuuI06`3r;ED|!qJB8do;~bYvtEl}{D_vRzsTC!+BV)` z5^@__3@-J^xus=gJ=iw*Zr$2XKvo3IiiNDeL|k%89UWCwkn@YBUkS|&%QNi{P|F`Z ze3)&vcivWYLL1bIEh#Q6@yurL6N9y^15fB0Iio5ntb#4TZE{82N@(rE2JZMW1|SM@ za)Dp|{VBeT9g?&5THV!%24mu@XIje)k#}`4pV1ZfZ26)4tY-sli8Gx(t^JNvqRiWK z(IiY<^BN~=NUKR)rL9H~*nwTDLS#|UgvSQ4iHT9JiI5pN=x<9ebH`R%cvD#bd8Zr+ zb%UY7+hT~N7qD#%5SLj0Ew`* z5EdUZhR&*5hkAs;54(nll`FO$VB^9@@H|En*K=~fU7Blq3p8Y={h7a{eFtm5Y6-y{ zOJ)GH)a;DpE`x;*UopY{~+F> z%KrKEg1~FCJ=ihDU6zIW)!o&_$p*P#X)phlN01skIBAC8!&k3H_n6`}iQZs_Zxe{b zQMeL-C&JQ*byW+fy^z1Peec`I^LWcSv$Pm`~ zKEb09tT`^AlM&VC)>8#^b9LY%l_kUp1p9P@%tUd zva)-v+6%HaJ+paIRW(2L(Lt3JRutBh<&H+)xXcMl z_8Dm3@|{LZUO|C*Enl|!-}yl4d}t3@=H3Ub)S1Z`7#gzwl`B4Ul!5KsxzIW#VofPx z2-N&altDo1#WnAF7t60Klv@aBgL7?FuUWptz=2TghxX_JH;MIEn=&QF%M{I!v$H~v zsgddOFo^~qqi^Y;C%Hj0o{dk=m-uwDv4Hl4E?ioC_JReQLDf(l@gpR7ooI}3NNZ`Y zl|>bO()3n5Jv|oqd;<3JxCkKPoavHs`t(+6H9`tCJH0|(+Rnil=Y@F;=Ww97I3riv z1S6CLUzt*X6TBpOl5-q~lGCU`X7PuJ{#&AjsuBOC@#CfHO+_J*IU8%=rb`$+JpW*~ z_;jQE&*VA0hrtrP2plg$KL+E;N$8A9%dQ7$XS}@MYFSfE*P&eu&mNE9L7Z%lmJl`D7ZmIVu2Aw%~8l zvufWk{|S)A4gdN&+I+y7bLWCSJfD&%c)Ri}D-P{0^Q4JssIT8NnL`=LNz2!fetpx1 zDRgWJ9B8)Yz2PAN4zl*;-?N)AT;jZa+_Ha~({v3&YT(WZy8_Rqy57b6@deA>>H)1SoL=h26p>BHLPGQUwU`|&L*CGECqk_ z=2xBRMn)rh^e+)%Y1R>&DPs{zNTtY}sPHp%0KRv6X>(&~(K4bX1HZYcxM(KE>y?BX zPE#s-_%O<=;>C+DZhPEYM<*xV1T)sACX{QmsnBs3*xTciCmCy6ku0wD&BC0^N}WXv z2f9iBZ~2Pe^1JBn9HK66cx6JrjL{57`Ri5{TTTDPJ$9_U*45F$WO{&zGJx+#eOy20 z8%3uy1oQw5h`8SzBsZ$)vyZ&I{H%Z^&JsPs$f=&T+qM~$OHF19=W=3wV^fnqX8hF8 zkWt>Qe?#mL-fQjM84+>FS_6d% zO$MmucXk*NJ2hiVTt@#Q#FwnB7N~3oS80L_gLcfZB4k*CS6q0oJ6Fvpe|Gqo^FK7- zoYOFOb?qVqku}^&W?7dmt?}_`-0$n>2euvrbmB6{WXHEG0N%!_(YVdi7uX+XDkk z_-S@rPGet(Vv{hAO)N7N`aYL&p~*f1Dkr{%`mfjw92q!IXVRpPpFRmzGt2a_>Hq>E zz-N^@Q$e$tfJ;r&!Y>4xSDnzD;)8D(hA#>V3KW_+uk;f^#a12H@Bb8~mwdv*y^hSW z!_uYP8m9KuU2<0HkAU``JdrPu9@bu#|4U1Smm6a};j4UkT}?-4pFmXQAP`Lx?@jX+ zOdjIn?Wj;Rw*L$CNSyNdV*V;;0(DHWb;fvvzH2l9-5j=;9W- z*2h&vZijWxQ{M0tDDl27l^njPal|TQEC6RSXD)&A{@ZU~K-=Ix3og7iHURxijf?Vv zgU}g87U>%p(2tR31x%EJ6RjbClMlxd64+2(`KnFt$;uT+?>t@l3}~DFXp^U(=y%Ew zp|V>P+#c(tgYgVxp=4*bpVKOF!6tVfcvu-kHlhy{F#Ro?H={!kP^x29EL_Vf9SaXA zBLi;-+%NX+uXxuk2%M74YO1RtDn75N>7_DvDGE=%03)_3TL5)X=djVT_Vt6C)ErzA z+cre%mEO}5^XZX69#d2rz&=6iIeH0Gy`t!@PT12l08+~UXDB}c{ca4N(Y6GSLxxNR zFJCI3NE@X}yyPd-NhG?177^d^!eg)cDmt`Sc-TCkS7UJsWd(k-^EG56gyqq9q{ej7 zB&h)aY~Hr5q3S^wcACo$-N!T0=CqEs_FwoOGhl%yI&R!9o70mSyZ7kPvRu1(k*RY1 zhjI$HqyJg2P8mP%b4v^0ng9S$(Nt;WfoQdVt{oC;UORDcA!i+IrJsn4Ra`&U#fmpF zFgky>yQEp*A|&vHLat|-Q~fA8x$qb2tCb0qlzvPp>c@b?Vj%TCXz_r7G$a?|K|mha zhW&z09R@Y{1GFLy*}Wwz*_oZ`dZiSEsir1`OX+JeQ&(5!ecZ72ap1>IgX_F>C)lU& z7|z*1n`|1+f4uy;>ZH`eH$8)g4)xSOMuEqeMjpq#wQGeo6!?D{|^nb`rC{FXV@ zvSLJ7QmtB(n=7WV6!ci#!YR}bTP$t>o&X)+Hq|1C!CpyO8R{EWOkss^#sTvT%~;;K zD>SX9V}G4pKyxXQ~5{mq{zPg;^o z8B8%L3m%3=`KrD#7Umh&qW2(O@xNcv6r$+k6xm!hGM}};qWN>|tbT`xbGI;>$=YKwa$0+2|aakGA1%2A|i544HZKoqV4yIh_-zu-HyNc zHKSpNUv_(Fm|Y|yqIg00Z(Fl_jy(|(2a%@AF(co*(?dR%C!Gd%&B?|xs&P;*Q@;$4 zA>KtQ6p?xGpkaA@R9T@>S7c4h@7%&HEvmvSjvP9hDqB_0(+0FVjFgOS9Xz>AyPYSj zE|`U>n=_m4M^_Q}+q*8G zh)6?(e|RTRNLo+62{SV@ci3t`keb@-jNr|4c6N(jUd3`AkN9lGba`pQKuPJ@yL8!k zp&djVg*fb=JK5RU6%`d8-ED1cuU|WEZT`vDOQ*JYl9#7tW>y`V=6d$*eZ$5Lsr-|_ zw-beYe8zj3DAm-$;{4gObwPia(pY4@r)w@vZEpT{KYTbJhqn`(9jcXbctcAPddAtg z#-;DclP97sK@JYQ(JExScY9vAa5Ev{%n=4XJ-tJR4rLAmuPr<(D=T~a_;Ex;L~ZTw zTA$f4_voMJyB}(9{T|uM%g@*3=`L>Etg&mR;J?j3NUuCGSbdR)`jDh#rBfpnQHVHh zV#omr2?;tny1cx+Ch6IcMw{}p32||8ckbY;arM`)U&kflOy}n2p8C#z$uY>n&kb)Y zwrN!0<#qVI{Ij8Sa$ZD4WUM(}SV(C2i9;K%?aP-hujAP>5)wE)ZGt!E zo4X%rkB^Vj(9kq)u1`r{{5H3?(bA$Z+H^8rH);Qe-UpYIwF%i4hA3lAuyU3;(bd9pV z%qd=pBPSO;;NW1HbfLTAM~;}5oZhxvQ&VGZZ5{My{nya?ZLBY*qoH`gw8qCfXOjwO0rJmb}xZ zN;*_?DZjGvOE1VKO!nh-LSbj&#ioR?(_4^ zJ$u>YRyY6rZqh8BS=qmT|F2)aG86)B%lb$kJkq`+WL0D2wT&t6fTxY%+jQBLxzQKF zTYswR>;K>%uf@f^(%MNxB+~gTbW^*4K2V#CjI8O?c1_~LClB6=h#(o|iB_TZr{{b* zHvjeOS4!o^tO5eQs%@tH~!TGgGF)hyV8E^mM@3 z>p0xmPai%!`{hTZRQs7tj)+y%ckcA@<1g;t=U|JEeCxNq^y7WDe)`?JVQrQ*UWX1J z-sArVe^XL&#NXeaEWF8Hw6L%+`1en#0%11giC3}oVovYsd}ghg{b_3*k2t-%TToD7 zRqIX8a@6B%OTy4v9}!U?)!paBot)xKKkwKCnLYIwy>;lMoVLnoUdAqOZEdxva{D>jK}IyO=ks2+kn8J{`Ndq^+=pmm z8XLD##GD2P2XEfIS<*I}>^e|cXj=LO7yWx>R!T}LJ}$1Jy!_>Gs`xoW7ng#fqM3%k z-^(*Y*t5Or@oYaPCo3z3rKGAn$6l|ku99{v{P0>YKlh$e*&~pRsFR8(+A5NWDBaM^ zEH^KYiI$e9y>4nZ&dSfv58GP4Y7ds&Hm5lvjYyn=|H{nsAF@RELkZ78#l*y9WvaLl z&-_N~S6=O;&sG#fN;1zF<%ouqtgRI|IG(+J{g_X3xU-Xzme$C^;`jHA;K?69e!UdJ z9o{z>`cL7;#`^y$;Q#HPuevEkUSn5OkdiVvb!z{t^5xF&9T~0mPck#PhQpWc_xJao zc@c5R`Jp*c$SpJhuc*}2eiWmU=X&dTSiscLDi2P~2|e6pRe$*x)`G9eHlhh~EO&|r zhPmeE<_8WO@TK2gqjLOsmOJ}%BBC(Dl@bwk?s`tRtm20cU!vGIHEo|&ekt$2JpCea zUz((AQ!S;ZnVFeQ;IAGOsX3t?Aq~XnLp3&@o}S9eR|^XThr^?o6#||+0l&!^`tZN<6wURS6eL zq_T}%j&pjTN|>Mj&4&-Pv&!bT)6$r!sOG=6($wuaXRM=hEio~%rbcEs9EaglBGxCx z4Pj$rYus4aGaRlVf?grY=qA05NQq`Ol=S~RGd@|O^@cycSKJ4m8gNj4w$jMg;JK;9 zVOoD#0%zs$`PmgMEv@>Jtm*0Lt5>&Ah?CV2diT15m6esgeuv`L2F26bE>3mj|*U(^n{J0&;6u$q< z7hAUY?5wQ!dw$FOtx?B?r%6LTZY;gmM`?F-bhH}8zFLc=7be@Yr}k<3#Kc+DF|#tq zOP;bslw{&_g_&JvnV6XB-yf@zN|*J~Q&S_EnuK01% zXLqiUSUaN%+dDe)A3W&gDZ93|hPGqX$a=!uT*hy~{^%)Oy6shb)y7KWR^YGx7PIOtFXfE^C=MvOSHdz8@Z2tW_C8-hf|k@mDNmO z|FAKB){VVviG*eNf1$1a>z_F$9vchnKmRObo3BZij*X2CVF&Z4rlh2tb9Vk>rCMf? zrG`>CYNbl!;4qGTjNgf&QUWm4<)3vtdp0LKJJN^lEzU1R=fJSBIJ07qT)6V{S~8Ab z8r!cB%`)NWM4fNfzcFq+>!SH;6m>!FU12U4eNT%4-Mr94O$RF~E2~(Y18;%@{md$3 z3``=)f2z@vXr3~r!+FpJwcP6Y^r|-Iz+e;CMO_JrB$DB9aX;3ryNG*}Ba%{CJ3LZvf6FN48~0pMrskz%6p!+fIkV$%^Cp>{lXYkq z88cZtjEujXPbP1!jd9GFQee&-q`{BV{MB~rSm?EOb(-<5srSt;5pR7{ zxeS7m+lCu5Mn#x$a*x#ODH}F_R*g`w$t9OL44;va;GR5V+r!_+$AA3z zAt5gAHLv%4>QnL9*jRmi{i|=mt8-VH$5PVLxWh!n#2WuB53H{G%A_|0tSuB;RNd6z z(bjGQ0E;O?r;Lq_tu@q9+>t(wwJ>W@a{3rbNkBlIhn}*sa!^o1e*XD=KTB(BE(7@K z-;+BhJ<`=RKiyYG%E=b* z%a<=F^66WnX#bk}R9bcG_H8pR(w;{q=1PPL_~&YN_IFhCaMt`{>-w70&$ox2Kmi1f zy?L{{^TBcb3Y+EXRYTQ>&P+qY7euHh~O;lif- zbfrX11wM9VsfTwo;!w}Wh=(*{m{+e|y9QuUyk3Q}HfBXnL`2yIz!wt}Q*!d2Y0 zzM`Tc2L}fV3W|&0-#L`^;fF2G&qrUszQ5>+$EfnC*(!GR#NYngZ@n{A-mzePb~6vH z7LQ9Ya9#X%|A#+q?d>kFV(5COl9Q85N=j}YHnB|v#^#|Cb8MfuQv5JJ@e2vM-wJMT z)|M;EsP88rHkFsBkKDa`w zPoF-e-M?QUc$0(hm23 z!REHA^EEh{o0Bu~<;#U1-H(oilBlYv@bK|f)oPvJPE4%Hb2B^JNmrLVzIp6IH5v@= zC(4+RkdVOs!ukue7t^=Z{y>%?> z0~~KkDlRG#`Xi-~F)}ow&c2J#&zHFO&8~&upP~7)*G*E@LQ|p~a<@>d4w?u6AAT0L{1=Ek(Ano-sM< zP1h|4suV(va^}xFsHKI19kx|%Zl!rl&tTiEaw@IE_pT2;8ex7Vc`}WsLvpE5jm3JT zcJJPeY8=9RZqh#c{(X<{?^yA15fu^focdTueaAlM$9YB?-n_~@fql0xGVrS~${s!} z6)kc4=`|Ks{M0)AdfCoi3LM^3Tx-|cyVr62Zthv~d*|YP=yacqC4QZV>EEwXZL+=; zU$%edqWy$QbY9@bK=j*PRp=FECRK?le1ZZ3s1xD!lH%fbWiCxV58Y+#ANV!=^XJdw zZFgedQN=x=)27Kklh!CE(VxOFxjAvKGk`=yr%PsBp?Mt|UBSF94_V%v+o^528^F5MudY{Z+xnm;U z-oZg$UVe74I#gEyz+<|%6q`s!My7YD1MKPh*RR;~r~8iXqF^~9E{=;Uuc*+~*H?eh<>hSDH=x8vO;w=I7_vFsyMkH&4BC<;q;; z^vh_PlP6Es{_&r9@$d&*9RpiD@c4oKCC_Y2!35{|cM}mkj4Cai58btoQkjLqX?eO2 z@XfmXY*)TX@!j-piai%q=VwFE5>KzRv11Gbkc1z68#?xELE1b=I{E z6#-RSLsRq6!Gp=74sSq)cn;j;<>N!aT*6uO@<`@f%gb}VbV)*zPf?NGKWX0!dr?4! z+Qr3{ONN8b^7HcEw6(=b%wfM1V6>7tX{|`t*>dm(JA)B{{n`cwrRC*DUai2rSCk0Y z$+0~dNV+O;$eM$4dZ^aqIN|f6tE;raa}eh;@%_8{fvU@#W=o}qbgD*#Ck7rqy;4CUpD>7F>^z`|W+$C6&z-oAZ%H(%SEH+WpK8>2)7#uO41-8LQ(87V6x z!xaXCxH8>G1AI9OKWd$|KY<2UpZ?J z4-YJ_vuDp{v*px6P(kY-uzrnlHar}J9n;g(g9j0eu92x4+c0r)<>cRI6kK}l{ec6C zt+u86g)DQ5i?_f~rm1UcYiqNzvckh(m7ICuD|Zjv7~D=FaQ!PEP%o@ z(;7$77+ah)&dbrbZ)2YNST0=cmgSi+%ItETgxulH3-y_mbytDD&C!1aL&|gjVsLnU-$HNDa=3`!(4YwzafMbf0|^#^@5E{K#N@ zJU47@i_75P%e4+=Qi;l^`_XlUy41UYqjHTV6S&p;d!ugOHa>CU2DZaQJO09LxUR3c z*=h1aF0?#UPXz@9kQv&_8PkaZ6oNLAhLVy_tS(e7$X%CL=N`nywxQ~vsx)p~yn5=H zJT&47;gTG4PJB01Kap^?oQiUDNPr}vrGAT!VV#e4)0UQ&f>uX&O&2CTD9gkl&)M6T zyA8>JHTwAYKu-Z2^apKuk_hVI4d&mRMoH?_mSfVZl7*+mtYD$}$Q|2gh(y6H* zKh{QHL}HUpk2ETZh|J>;Ab==8&?k?z6~-}&z5euRC6Ya;7kba<=Wjzv%S;Ql5tEcl zQWl1Wz5vN=dhr4qb*R>-sTDTZOk+3f2 z8yFaf`|%`LX^Mh~sF135mvE|7t)d~+%}I8 zaq`fS*ImETV*4`6p)H9sOwzUg;p4}ZfM3_A zHB3yTL`AztMilw@oEE>mMT;UloQ95VshY=#0UB=Iy2Y?ptu_n1fM`{eaE?MO)YR0h ztYF@n(;cF5YO;O{Ux62(h;+?dN6#*{tcDTcaOO$&*Ns2gC%Tr=UB34( zV^#=l6K4(qbb89j_{~lYH72p3YIfBqHMKzqgjTcuchy1*6|HpUL&@>sc+Vw|=OCqd zJ#i?9uL$5RcUEQ@X?VrfZ*a z&N01H8GY}DI;~G~9zX2NGf#R^Fm9yRwCf;;1m(Cuc=Pu=p3H!oa?@`@6U}p1PkX=XXl9%Cqn8cG`??b9$#l# zg(wa9#?8&`vVi4E=>`bsTI(^oouI}OBwl~eIy^=yWmCoFq8rIZBdO?M0{~|0>sVxI zItL=rpQWV%`pryDy-N3TBrHkH;ZGDH zSCdI^E0c_b6XN4LV4ei6|KM}!ZfZi8AA?E{8g|xS^@7DBLvPTDJcnY?RX@GJV>ST*|(_@BLR!#%QHAn^hdO5UZF!tMkAtc ztc|?Am%*^120ja-4`bt+i*kf`9K z%`Yvztlf_zQv6%W>+R#yc=?yJogKIG#AHwYw{PFzMNr?N)y=!Z;2>O6jJu5QEA5nl z`Q+;Q^CSN;QqQAzLFRDIAG*5@zihYd7tFHx!A&lArwt0ee9*=!D&1TW*zUs@Xc9U) zIvX1s;t~?+>FHqZZ2R{+y1ME>E>1hnbxDbyxnnFB+eIKd%<%8&-8e%Ajt2?+`7p}#-7 z`%^0_qf%98PfuJ_6r~=Rs(_};=Ehp=enBSjvp3SyS-p4HSMY|H9Q+M`5@0jz##y^- zc)U!~7rp{%sTP+-goU-VwpP>!79_Y;g-|4Q6)&ZW5xmZH(SJ)#_i&1z>wXB<2W#WZ zr|$!%)PE9zIQ=4m9Q0Y(rU8wy-f!_+rRzZda8T{eDCeqcL8_C? zz6u#o=$048wG}ereFS0U=qCSLR>~Q6kTxbQ%|cf<4g%4DHd*4NMeGy$p>*_ZOH0cO z7oNagg6CjpXqcImB`7F3&>K|yDCUO-7jM_PR}^8>x@Fjw%dwbHz+%v?*4FmK*r=k_o(Xm1&>=^$3Q{jd-FGLf?;X2; zY!BTVE!|x-`B==f#;g6f!q#14^MJ30v2#f&*mgzi8vnDOrmAVtP9#?@8V3{>u?e2AR%NQ;K3K z#01=DoYK+FtF?4UIp?~yy_+HO4|yciAGSS3&)2x32HzCiVw zpPwHd9`1$Q`>kpuh?$)orWw|K!=+ zCg=_1OjiKCXU`yhZv%6Uij9Tb8{iWx%5g{in$}jZU3XdvF5SLswTf^y*bDZEg3V zn%np84c{IeQ_9vjNo-?fB}hqXYiCz#eJ7KNnHh&MDKrP32(olWEBFG~!5jVTp2rIf z9EUuMZh$uS71NQ^A$iUhL5L)2bw-qynfF@I7G<_r?99!jMQm-bF+sff3u;+du}1Q0T0F1>mCw(xMqcCQm7 z=Lms{fYPGKx(n5VAl>ioN-yHO>_yFv(l94ey!gH-s}LkNkvV++Gqi&s@Newf;s%x5C4BCbn8uIMeN4 zkO|uG6}YwxDFA-Ft2?KJL`7z%ZOe^sgLzcx+^FTvp@dcy zM%9EDhfbd0(JDHkta0k(6&>Er!o$wG5{ZwlK&H}))jGdpJELmmOO8`tzZ!@qM=9TW z*L2Bmt%mp-kWe4#i*3)JKZhUZas0lb{g8&SwYGZb!5`Vi5WI`au0EO7ftj+^84ZeiUxLx2pyD{ z;U5=2jtHUvIbNPt?$She4GAIIw{PDl3#f~rU?E(~;CZ1+w;^*w!v)-6ANx^k6!-pe z#7d%Hj9z1rzVNBYs#k0tJkaj-1PsT|qqI*|s)80h8|Xd3bhihq`9B+minCM0;S&W$1~()q)y^r@wR zYvZ1NqQ77I-{ksI16yrv?c29*!6*lkhhYtw-TD0azbp0=un^J>jpya&4%Pdci0iE2FL7{G05&N%mc8chg?^m> z>?db^?%a=8r=A5%gMod^FK(cY%cG+pwK#R^+vm?mpm%gkVPljf+B2Og3bnBn5$aZ+hnS+oK<0fFgHHoSFE0ThAqD^C z0_gR5#`%=WBY`VJfKQ!@B2@&ngH-cc_4wi%4|VR)0?GsE&pc#HIC1HU!NUUs77WRu zlrq7a8_6PeC8?mFEvJw0A3mI-x|1npG%0*|Pu z;Zb!&D_*@CN9zkEA&-fQ($Le}KcwO4_}HVIiaI)s)jmX0V+3(3BBCK}6O%h{9ry6{ zxm1=|(aSC(N2INW*6qcM7h_+(pcJb#mpo@+WQ=2xHgtJ;RLZu4d7)^0>eKHp{znBPB#(f!A=^PmL^x%0b!;D8;Am|j z^YV$0g%+HgoIv*|kkyx__OJW2|0EzbJ2w#?>L07~W81cEW0rKm6$Bx!Ra`v#HchI^ zb>Ki{;D2!r`0pJoIsN=9;u`7l{*`FrKxg31!1hDSbW5uLC}Pd_qV8}lMw@m*r@{jS zzKmIRqj7L^3xcfzu%D8eYTXdPICW$eGy`k(%o!1v-XqA!yc!HzU()naMa&FBFdSol z|KBhZ9zA@hqONXXZXV;Bp_T&=Zxl3zW(q)Ka&nA5^!yuyBDV<#LRiflz!x4(-mG%&XJ}4eVrbT-h48P6veD zIKuw841nwE)vNe_&65=X^ymYfm%fTfch;{v670;+v2^tGKJv%aP=A*a>aJ6g?ywXx zNzzd7H6)kmL-=B=NA!U=Y8_GqaKh+?EKis9EpXAhSpL=VuT#o+d=7!9keQhY05Ng$ z;?J8;pEorrlZ1M%%vjOTBtm4V68M2IBf(RBVjm5+prK(CS`V@X2L5YLmCTt}K~XPg z9%Z2zezc7!#Op@#iQkax0|WmsOSuV{mMDEOk7twbhhzv5rThJRsPv^9wMhYifvR?% zPVLEEYP>8I-@ztPm_f2`F{J)Rt(20KgxmtMLhetb|@u}_eeN|*Dy01)c>eQbNK%V#QOm|`eHfAcVg1#w~K(Iw4! z$ZP#CVczM}h0*JSq4a@z1J9n_kGtvR_@mfKLjjf?g#_C!M5y~ecwNka z4`dROl4Lu!7wiiN3Q|y>K&J)k-Nz=ElbgGng5vd)@3gcs>#Is_jhlJL==&_!kP(L;>FVq>+>@2-GAM+$@^!4^-?!eVJ+ zLeIpsKHVo4cH)04@I2N*|MD1xJwr3i_q-kVI0_&I4*=GEU-iZ8J9kWK*Pap)BC`|1 z`vuKk(suRs9u#?iupvI&a&mW{pJtKs^?*!|6#}4U8c+b-ou5Aiv7dbJ-XhED3xC!x z@f$b2It}skTO)EZ8iV(9J}O^~+{>7moh{}3A!p~F{k{mjtgd?TuvcXyUd`!;k_j|x z;AQ#%wV!}RHaDs(j7ie2pE|{%wSFkO!H`4$)Cn#v#|xU z`1pD>1;Apo-?6Oj99qWA4c4(mX3d-L9Of6Q%X`W=I@u{FoJu7iP3})y1VF`pDld(> zTSt9-=ssWU>r&E|A~{J))7>Et4B38{r`kYY}3BX`+9qOBZ~`Q3T1!-Vbsi(bv{DY z`+noId%8}grdU6UKoQWYuuJ-_RXHdT1ztI8Eag5dE-GqX<(B?899;{C7FH;gGK~AI znwoWlUCoQ0IKE{XJrlOSnhmKf%%6I24)@@` z9^0Lvi`E>6PzU4^D19$gF7w>nC(OJPUsuJ;xIoy z&qrZOQUv-o{`?tuSC|hT4e=1n8)Y6Sx8~-h;9hNMM zQ@Jd_Zf(070Kl1&!dS@=tzr(QsZ7c|v$O5G>ej=Kpw&4}ZtmkyAD+gR+P%sWM&rc? z-Lutx0bmIokLM#h1A_)v0vZw$zrJ#85HWLet6`u(yosg66J7`N`X7|MaXNOA`C$cN zq@h!=U*jQtWvAea?;r)Lku!t!{#6i`VNxq=2sj?criC?$AX2YAl2Uit=&U|tD_|R7 zYcqITApl%kIKIg9PwK_%U>6`S9L~|e%R+Z#kuC?Jhedot=^XpfAAKE-SQvKA*VB)B zegTcf%0PBWzD5?!C%wmfqxQzjxiyq=Imi^qQ1SBe0@EUV+-$y*#KOV?ngZltf@cJu z*lqABROBe3`}z6IjEp~KXEPEL%b+b{Vc?KjgCFq!9b2nNH{-z|ZKg{96o#9p=RBy1 zLeNGF(lIXH!4$ zfCd7365B&=<@t#_^eof=q{|Q!`*4=YUX&ckm0P!- z{G``XFmF~J9MDOP5hZl0pg+g-(hv5{R`9A4lT3=5>L6l!lZmE-N#qvS@muVU-a2{adwtlB^C_@Rei=j%j+8Nsnm8Bda+C z(~Z^d-yOq53#rZGS^)oTXIon?@B9z%-U%V*D<*cbSFGqT&+C^5`1p#=$_^Ylq-kQ} zgXZ6R=#r*ptJFxq#jVXiz{h9Ll+K^u{-^sFK9*s|3r<4&=4TYy=-mW%^bw$CHzl4PgV%5nWH)y z)(LL&SSO`Bflij%^svYQNj^S4VPSW45DX5OVmu{0T$MmnPl0+>5yJJzkjyr21tBOV zcyj#Mr@tw~KjDZ9oF&GH%sAlU9zF|_H!(XuRwn7jCNR)o0_Uu=Gs5mh=H{1SMZ)UU zOg!-D(IZ9%hKULBI9WN*FDeXE^?VwC^!%un6+U2<2@; zDMnet>Os;QMsBZ#>3sqL4}>?31{CnC$AqvumY18JnTw{#VN3)q^{A|DWOz6TJ3TFJ z=h?UNEEog`>yk3nnFbm_{Q#hbGf@S-F|6}CtE^f)8>+KF|MAIi(hUTk-uQpVxWNESl;!VgAb zgnRzAA4H)Da%RVOcm2M++>NZ;#zp}Ck5D0@9HUc0qC$ECnLt~+@;w))k4fExtjiP! z(MYE2G&d?kVTxjKLsiuZ(7cdMLme`gqZ^Xj9ZH{>NB5Q6n!kRziR%3N_3K`uBQyte z5c~cGwH<<}8Dc_~`2__!UXAx_HU1!0PZV;!tg`Z($5Dcg2z{u)tSoG?RH<(xSPl_; z#5ZwUPZy%0O?;k5feTuhNuNk6O*Y-ND-u;`&+*UImTrjHcrYqtbd1fbU1Laq?_gvU z_V!wQJiCakN=Lw85c%Imu8s&gfB;sq*tu>VJhssdZ(@gmw~uc#&`eEF-%U!|&%l6g zvjB|=iyUo*n3x!38G^cziAe^WSg52hZ6+UejAZ;H4#Yx_G&k?Z?N@QCWIj0HCRzA0 z*%Wc1mX?;eIS+2`Ea<^55V8jbm^qg)0kNN+o|%CG!zLV1I*{L^SMUuEwJ<6KADlZE zQv^X6G{@lxL#7zH`rhn=U9}DKZqK(Y<9y@n&HPY7nhFoz<~w{tgO>37TtO*T5lR5S z@!P>_Mt@jUvU7}LADa}Nwaz>1maX~JSbmwWp3D8w0{SB#Ef z00?0Mc`RwDz8Gq$uC7Lo4V9`2tpVu)Xu~Nw6#Mr1T(}Su8(UVw@n&vUclg0Ol{ny% z_*M0u_0`n^Oy&UcajRVelIq298KSgcFtrN_zs3G3TpSmST>p!W>IwvT;rqLE`FZ1| zU54ylP|6WX<`*9MP^zl0@7@%)do>A4-bisV8^n^PGYLd(jlz z+MNFib|7aX8VJi*UJmM@0FPSF!dk$@$)5U$4OjHFw3=#hDmR$I;_?vPJqs1=*s&`U zni~+Q;#s7r85#THMwGU;tq=e=JEx0LVM0O|9CTp3gEen)v)wdxeq{VjzyyVr7*zaU ziq}VN8{G`zzd2W79IoQY6WnrbJ-y1Rstie2b39KkukuHa96Ew|18Lk0DvbCmP+_Nz zNm2i>*qfC{=|I#M(ILSjl);r9g2p!4ruFrlm*|;H=kv~5x)C%7^C}}wYTqWvHIAy& za;YqE>HL1NIOsa~@n-Tg(*?F0d~i(g|JKn$f3V|C!gs21MOdVs{b$ec`E~Bo4CIrI zHZt}~CXTupuvC4t%KEyB)RE@|+BF|v(W86rg32269}(Vu_ef#1_JNs-_y;b8bgV)e ze~u~T_}<6sFJ!k_B@|~9MkX|jR~mkwp|eUksJ__fzSXmC;g0?Bc=LgV7gQA_t?p!A z1P!30qUwtCZ-4Vf6oHO;U)#lhlUy}69x&bMWiEg{J_m=|wb>BRA{Zh(4HZru_rQ-9);7=>p*QO!AK{di zHd9l39A~UV|Er4-kyhFR?k=!Df2?iKj_pEsVp(@ZHMqH+!Cc{GB2Ldw$eu!I7Z(xP zO-^oAeStS!&)t=-Q?--egRfUq(l|q`7DzpX+)^kcB<#t_i3yjX8e^Byt>2AX=l%Nb z^MVgz4hWQxBMiaY5@Q&3|IQKkA87}#jv)HL*jwq(KlSt=P9WJ$$l1`*l6pn&B_fJ? z@d=-*>Nagv)$prVl?QfX#cHk+tb5GxfRmuK!+*Su9S+GCu6Xz!OsG zGzG#76!8C+Mg7*1G5h&*37k|wOCBB`-^-ULr>1;7LRdH)$T!f+z!2@tXTQo__}Y@B zD2~E%BG!KnHxKTKv+RS)l9Cgvsm)`kQ31&ElXC8leUy`9iX?7vv9KkFuyAqcZ4Ehn zn*XKfH~cHz&#v48Qx-S}_@ncg&y8CWb8rFg$@&z<$L}M|afK|M^V`=j6lUJ_$%tP9 z5vG56f|g6tPF>-$Tw-GHdwZXb2cS+&@AT%nla>a?!XNOdyU?>&y2QBK_wT77094S%x zp8rrU-INP+Vq(Y&IKO)w-L;R+zN`;-mUYkoOa~4M(q1ku)7KcqFe!19SG(WpJiJGQ zW5GJ0?crZxAxA>H+O{&;O=@0k}ghkWnGsGHL$TVyO%is>XCPG%^T`_d#g(yWTk8SGgUpQGrVz} zQ>T+W-s1P_3^&TaYu6mXKX*e>JAALc>0opxO#iq(=et>FX%{FD;pkjWLBRZKN`aig zRiC^!hsEw4Ac$Rdn~j_14ZicrUu@Bde35CKVA&tbt0O`msGHTL{5PQ-t_|wW%*kV^ zgvm_X16CMvIj>4)VgQvePEYaDB<*tM&see@RamPSZ(qY`YajZCWOGNyEHJCQ*Tjv9 zvAxNd8kCo>2LeQJ*r#pSzxc`sCXgps>G>=ESlzjGD=Z?S$gE85Xf`~3Zj&%yvJW!k znPC>5%=rh&#AAvCbSyl2NZCuaO4X0zuE>%qYlJzO^NQ7};TtOP?po zK6UPpdv#R?x24!CawK6jFL15ft%e*mUAB6R?6}$<9IK~wk#RD8Dr4~Cj<^ky z$1yjrpZOiT9Md7qPOi51Hn+})`Lv1V$rq7?=Q4KFdGx$OhW;Z%T^${)@(EE0R+#R@ zOk3tBEr0X#Ym4Y?Jw3V-`T6-+lO#KLiZEQWK3p&mhf#E7#&DytxKIJ1uK*^b!cA>x z2s(Rq0xAq7Hh_3JIl1N85#btCp#scSV@H%6W`x6oY^#=z4hu#eEiLat(nQP#)A|`1 zBQbP`%?D(?o)9CK%Eia`9R#SU6U5q|#u zRi29t-2OaQahlwONIR8smHWtn1P#P*pkHs!)XwTg?caGdLzf8dyhj}N`;XEc~=5{k)5(u<@IK)O(#aE~zo^Ef-(PHfT|Wb2oQo?#wt2#lp%$8f(U54HCT^VN)Q>IbvWtCk3+ij-T_@+hqs=pS^J zU$&~)9};*k0tO%nLMz7apsvH1!^HZuAVs8@|FTQz-8GymdM_N5X1KUGVn>HC7uVJ1 zu?kijVUZ`BfS@2(c%&7Tm2TW!A6r{BSNjJCS!8Pk4Nta-(wPC`K9BHf3a; z5pzIDZG9|W5gz8y&=8d}reNV6;ill6FtX&>ysQ0oV&ZX9mREUX#~zJk^vCw|5qBNe#Y$cJ!H-bzZsI~u;hNABIZ z3`SEqHpQ#<(Wj&d$I?xgq2n~NvZ^PH;4`N|ozd2LI8y85UNv1x-;Vta!UxFxs;GlI z3~z}L4(p7j;oA?(31B5D|Fp@`61IfxSCm$xxR)8nzkbE|Fl77SwQ+j1F9>qczi&Sw zu|@$z)%$Bnn`2Fn3=H@K!-FSSmz=)h(eUyv*4=O5*N_k*eSLikivisVcP8Y=DMBa@hUdPI?jJ4ZWBA0no!b|NVr=t54sz#&8_M8!{xh zn9PJLbA{nqfbl|}CXna%ftk@uL$%FpI9$oQ9lgK&!aDma&O=-nMv59QjQITdbXX^V zpNa`yGJ+k2xT3Cx2C}7TFzh64)YZRZ`9nBcKQAjYplc_Um#$7c-Sqio>BfYM|a zK0rAPp=e@C!yup|-bR8&)#9(8H{6u<%o(qog7KH>(IPAvi$U~&=G8GymA zk5}qYO`_m#fWeRQVBVfB<%O@W?`dI`+I~T(-1A>v2}(J*y0Wsfk0hj1&+jF`*$z)1 zAAN0Ynms2Ilf{t!o&DcKB$Zek=Jxf_U?U^d@dKGF{Cs_nU=TU+oTFpXjT;__FiA^S zd(-@=rM@{5nIO|EvDL=F!0__*YuhT8mnU*Rtgl~=_R+%fI7&!>S$pPq+Cy4U88k3|Kde z9V%%O+{do4fhsaPT#w?c z7Cim@s-Y@jehH8EDJ}s!{t{1;&0aJB$gC8RWe8hbFGlp0TP6r{7ZE2aKR%=Os;WCP zI^1PpW=|5`{ee|hK>?eC@FpA52N2>ReZTxCn4U+ZEH$Td;3D=z zI@4Z;*j-R^JG+alYE{ylFn)hBTdyL0yZ_e~Dg-l)^G|VxHT<5bMG@8K@#GKyCl)ry6{y8E{v^kD}_M+#P%@-pUgjaNEaS}?uh z4`&_vGT=E(4UD5SdjB+MWlh(+GpK1Vx`x-w$k$`0VuG(kc0BW9zwVW{ZEehQPuHX= z_Uze15&8Z?8}>iWi!QBC?P|f1n4bR_W->R6f=BgxZ_J9wtvh!Vu{tkY5KW>Z1atL%Hl~wo zHnRsC85(M7Xq+xJH6>Pb?JtL@+}q!e08+fEdz3IYB`IF#qjErdV%)^kbQJ(fcvzHB zdQ-)m^ac)<5aQ(u0lpdD@B;G<81dFm%TLujQHy?vI z!P(0^j#$OEifYRE21JRi`i>IB-DifUk-x7(P8ls)U?+j{J`KSP8Cp#xUUKC&RD+BM z*uMl05Xy{*Vth=@lai9tqA3`fZlbnFmX=58+RnavM?IU~zZc`@cg9-M1MQeQ3`i}K+~NK5$APFk*U%$*l_$^tIp6s0c+LWuP2J^{FP}bkPl$@E zsuD`y$rA^&i}W(79tAt->aiI|Dp_$Ka(|<7by&XLokl-gm>d2M8`~Z3><20*dEN+{ zILz?La|eosAB_L~&B4Cwmw(+w!)7ybhNw6r5)aPLrBstf{rkdI#GYFth!4yr0y6*p zv93S%CO{NgBWSd&v65`?c=I*JMKGWu>w5EY`s1pquV5PNUe&pJBlT)!C51uenSB1m z{7d5#uT`qGKTt9k7M~?3wvuC3L625GUP2d{?q27XnN*36P$hkIj`pT&0qXkhHRFCt z;-uvxnE{HP&z&T!94Ws~R8Oqj;BF3Xf}l1pmDE)Q>` zz9|=MS*JqE$WTo$H*2z~;pR5;hx*pVX6cLXZQRX)N@UEJFrg#nu2&l|Bt%N?C zGrw{`{~kew`6_)ysq_7Ng4v5FwtGhtN~Vj83-a2iym18{u)nbpob2uA)Q7))|6bNN zeN3$F;FZ0;0<9l|-SLJem`@{>u4x$=?4i#|_v}e5zqE@h)D0B6?8y_j!M^KD=ZKy` z7P!tLZR_L&HKaCB_WCC4ampRXxRA?oa&*iT#!NBEQPyQp=wsBbNDIkjvc_^gHJu}ur~hmvhO%X8AbSqLoqn`hfjA0cQ`lan#`-XpgUa}#xAHxVTR1CpDYvs;_-TV;4_8D62l z*5a&~8b&U6W8rI2=B$-&iYPDQ>jeeV@Qz`{05diK7ebGJXt4_iT*?J#UX+@H)rE#K z(KftR49InB1!cDXf!1kXSH&-O(JGnu?y)Ucs;PbZkb4q+exTyKiM{<-EYdZ1^5$2s z2+JGpGyBTUy#m|E-xmqTJWW4|`VYeoPw;rwsDt&zAV@;j@a~SdxWJ_es*e>)lsiU0 zfb)SqBXdheggc?3tBbcJs1GaKI$-*6ad8o`OpH6CdON*M#e_agWJol(Z}*^)?jyqB zObUcV5LCP_4=)P4Q9HXGqxB)U&0tyh01{y2!_nTpJxyv~pbzHf;R-^C{M`slyy=w= z)fP_07Epq{sP*MtvEh7|XYTIPtZ5+4Y%BnS!J4S7+7tDe@JfM)7P?zV7~|y`+oYc$ z`Pmz``)H~q%T*3i#V8eIqMV>@K{TSFriK#r_~FB_I^H9v_WQ;D^ZGDQ{^La%kX}|O zis=?SgODx7XQIs}XzfvR`8-~`2WE_SjU2l(=Uaz&3+&jrb5yGHvHs2L%?S&NGLLeB8jBT{MOa|{r=wX^E~hKzWa~+ z)2-}%?dv+v<2;UathEjtzqA#V3|qGzi|EN7);V=bfBPUbMB-*ihU4yw>oG z#2uKDRn4WPMqUg1L0Z}yXz!r7-lUTpjBBBcMo}k~_!@7D3YRKzCriiiwaLMNbw5ZO zKp=pWgHM|xwC4yLmo`7+)c5b`f~U#;VYyLJ$9Q)D&-f#dxN z#vVXopl*NAy7&eqlsz|fGotP9!vbTtAIwjg~(cQqIF(E~SFo>o9qy-9cF8a_Fc zgen8hgaElYX%XI$Y@)w~wHv+CgUS?MWvG1?=Rtdqp6La~3K9j2~OgzNvY8 z);cb-L#*eZ@$pxc*Tt(|3NouJD4Y@K$k`lrw@Ot#lr#EfLcnW!?+~k7B`+$kU%1xr0FSy96@2(62A3_I3btnG zF@t<_xwbEoe3J_uxN3liR$|F$dp>>g1>=5Apye*zZojH@d)b}@PXnzZbbPtA6Gws6 zX-h{v91_q|Dw}#ZB1c=0pK8`ns<~S+Vzd10uEtHLo$wRw<)j|L!<8rbX5J+#>{pEc z@lEYmU90k!dq!vdsZWM@F!yt=cJ4QDqSol5q@Y04;o<3Ypt1la5|F>!&Mts|i)Jvw z(1*Uh`Dv=}a+|lfy9(F~(DZjUV^ISHG}pXh7G0vF7lvvPQSiWkqxt`A z+)m!z9HAq~*Vz}Am61U?5g*RW5N>*-2SJpKZ{%9>GDXo@%ndMt5 z+)cxFvy3ECkP3h7&sm@gq;Q?vvCk{R#MM|$W9ZZ=<>*Dibp%^mW0^;vil@^C>7%60#zrxcW(;MR(I3fga7Jn|LFJ!Z3Q?QI-WoO4UDeCU4%6bIwzXOQ%F%3sd~vs zAOiss>>3yl7ZRc(f!KpsRpq~`=(YN>v*OfxZ zpcECCz_{0B@-Z+V;0uVh-DidlhNqqftJhTQ7+74%$rcDxM~<`*_HM{lAJVUYC^lLk zf5gs3L8;y2d{6Vl5Y6=rA%-y9qdkfo-}UBxBp^yaGCI40{1M>a$|24d{NK}evbsEm zi{Hdy9_lOHJK16kOVH{A;P5wXCO>U_xdi(;J`aFkwi%fjQ_Lrxwoe&Evq`HaqN%3bg9Ra&QAk% z>px-mh;a1{aS?ps;q~|zLZ3N(aUUU<0qz2S%g66i=Ho#EeivzRgdkVyQs=GGxtNa$;*Om79A zZ9FScqVM#5^QFvktxF`*nwSsEjWOUsK!hM`@%Iee)=`K2?!<``BvNl*-^Q06BSG2O zA{QKRvNXi;u$nkryl7=;7@d*=DvO)#2J^FLzXEuKf6RvuAGle4H;9Ufh)AJElU3zr zSlWMEMUpd`uldAY&L_`!^mTM#p-F(wF#L%UK<5$cQ^qMPHS#S&XYu}QM?!6lce}C^ zK4AccHCwXbEde$n6EkxM`^*N>_nn<1wd11wi(gF5#dD0V2oGze|2X&yDidTal5%ny z2>`t zpO{FDjU||SAfx5q*)~kI5URpUwY1_w`u{*Up`c9Z3whfnm1tmSk`+D{k>KEq>M@ zBHWdklQkZmB(<0|HsJk0(N0>6MPmI<>xKSh|1n1G&(^mb)3bmH9ZP^2nn&;j;9;&KqwSFHF8vmw&Qk+I&a7#k-((+)!iQ^qk_foEp z#~rw6D@C+tp&-KPi%6oz>w+ZbU9WsjQEX$}gYEmXjIIp%xP+Y>x{qVN-*XT!F6;z(2)7kL>}b;{ezv?m5vc0+ku{$B*F?Ld5twPj)^~YB8V7CQp@-vpVy_*|a3Z zh|1>CQpYx#-C2LkSLLPI-hTAh)NSHU8}V%S-UgjHAMz{hAGPvwjSSmgRz`{c&O39& zoxG6FGS%0C)=G4e{WNIuX*Mn6zmQZ+4OBlXC}6051#2ogIyykLQDhfafbzoY7rJfO zseu8!ZftpoE?KV@zH4Cl`LF!cKu-fgcHz*%SWPBQvnzYOHW{{rf8q6ydGkh(FD>8n zD8f^R_XbqDLGHPM$cAQ+(|UthiuUh#4B`y{k++F^HJUP|rKKUb*fmju-=LEJymlJM zE2L!5C4<3fW~%k;b-|;w>RXLl*E>FS2sT!eN7GkcQGqBmq}5LJR`u^s8Y~5Wl*#TA~?NLQeG458&E4LKqZX7Qr~yX zs?wc?rgCcxj}?SgdRje~OL}`xqN@PN30ay!mNAZl(o$KF*}xP4+W(VF$2Z0HjIB2* zY&|OBPn+P@`JvU-RV28OO2f4Pb|)w*7#JBF#$2I{gl!^^>m(M}(Va$3(}>GR@2eyC zV<&H>8b{6g`^&^c1@tfY0en<{qKrYK5n<#YV=t)CFjrcDzJJS>Nce=G)X4m*LKBpO zRy&$Xg8ckS0c%x|(xSKoUPd@`Nl9IghyV=3E2u2!|9+2IpTLCN@mEaAJGr-RrB@14 zp~e!Sqf@g)Bq7wK5)yBb^^kQcJVbw>qy(|eIdaVT$37ejK`@6xlh7X#8kK-$rMrD^ zu|2$?+wA7`&Q15%(bBm>whR70fDj0F@IpDdf$!V_vt)B|v+w-K9hzb&a#xV=fkVZ= z+v+IemK^ka5>9PasfADjXdIDhPpaa9Q_@>m4dRPWe=PcnWM1<`;vLpm)nkC0o3?o! zDy8ziE*2}`FCm?B#qq879P)5*ACU*&&kllt#Wz@h^z~BA{dhhlselWAT!v=^KA;#F zvuLy-dOw(^UgEr(`zQRz^UY)>yYqBPDMp5J%uX&?t3R=-8TgJ4E^6DxRd@nWh^RY}ufyb*@kZ z(`*ma%cm%6c2TZUtp$4snGV5xUKLkCiG@xHz%$4RI?omRPapC{9KRjM?2sM+6;fdjkIrCHsJa@!tn|iMu=8ntYSQl)Hb+{FiIXH|@ra3j zq1FTCI+~K2Huz2CSJ#}HPOM^7uC52JpdkPAFJ_mo z*YDjFBL%jObQMc`Y`UHo#}jRDe1=4dd^I`#{lsbIoL8HWt$<-qIASds1{SREfc(zV zvIYtYuD&TMH0&~gG;}taE&>-utvEGlp>E+6`pbAC?vEkcK$X*Zr?k(4+40XE*(biM zJhB-yVl=ccNEbRCj??44eR@di7sS{yx!P5Gh36Y5MJkz;jyyRcdc3|(M~`D_cQ0kU z?e*K_2bS|nvQD0rkMLRZw_mLHM$~$PT-49kw_O0w5U>Tg@>5Mb;G{O$y_1Rcj!3^| z&m6zA4#NOI3#FImFPL_7mnBJ)wlvAFGPrHXS|S&cfn;NH7*I zbj2vqr5_SW$d#+xI8FNgja2QPLDAd}bOZnh`T=0yz%MPR%R#ktZR7Z6C8_B5&BNi# zL$ghObT;DwWDSF$uNoXXmZIc68@81X9t+K*Te@pq$F95Q5XJUP=&O;ZC&c#b(#MfJFYS^B4^ zI%>vFK0cN3IY)hfCCARjcK!f=|53a@cW!!Srv6=N^wpXh8a^YWZ6E=Pf&LpAS3k%W zIQpxN?8!)w`T(xO9*1rK))G*vM`qu;apN*NJWxh73TuH}4iyoC%l_+&NIRlQ{m?By z+pyI%vGG(^PL35aIBSzT+*`Gh&GQ!`gAN1-Ah&Rz7ut<0Li{}Ug7XNto+wA}+$K^l zH;@_7+71>M1f;!z^uDXBqP%1e=u+RXzylR z^7}pjNumpY8_7*MxwtMmI#$^{r$lhXS%LnR`r*SHNbtxdJakG*$VlfzU}GW>bL29- zl_0YKY=(b|9=nV~H}~1T4KN`62dw%X_lS=n;QHo(Jz#{)vT#ni@2;I0d@9kI5#roq7syGG=D=Id%y# zF{s2;t!B5AlYmg)!{vt1ZU=?j1&UELb+mGp(rtyMZpG-_5f_^J$sJr0L|`}RAo51m zcDh?ya`wjmdi7>r^AY@ViRlgyB19!X4PJe@Dh;w&SbaSN#3!x*Kx(Gh9^M-|I&|y5 zR|X6hX<5V;hOco!1B}cj`Vd)o_ELK9zK>HoT_iflNxl5dCCsm^tJSs~WT4P$1wShp zKr~_v0x|+O2b@sgbjGVZ_WAQW@cdEU;D|(0gq$C3P6qEBPh+S5fS_m``>|qxB_WM~ zbpa~7$Hv(ZkwvjVxdhKf(E2OgCyqv&&=-XMiP)@{xe&SZ=h6fViQNk)$6JnDhY9&E zmhi=Y+-SqXsIjV|?;kZZ#9#y1NMJHa2guma4#JP+)XafwSwX=Jt~d%x%6I3a6_aZq z4?wPtBxKY5^a$05kbyu*N@RFmCghPKLT`u3esYPp&b~vPYwToX)QLKEb!FwnqAo4J zq45;HIM9D{W8?R=en0mXmc|$!W2_zsw3aDzCgT`y7tb7l_J_fkdt?e;o2ik#6k(F6nG=6QJeBFHhq0#Kz18tM*rb9xF8?LVM7#%x?E$4yOU@f~>u5*p#7u|0P zs^p?qt9<+W)X(!*y$Ij#vQMU1qqS*7;6ioQcPl@Qr<9GGZ*Fb5^($d1%<|%ctJ4Y! z9i8L|`L=`Ftrw;YWZ5G;cq|5zpGn$BC(toVd|a5H=jiB33B*Zp_~!VJb1#RTn`{f8 zJ_Y8^xvu#CbVa@dt!e_$6FruzsjZ!MGz%F<9}4^R;q3vcPO!GYuo{rKk%IE^@<#3P zICZ#dGfNxC_sv>A>gA3+dlDF?J%`kU(4d8+*ATspV09OlJyMV9;72RKZ*=Uaqio;6 zfTh0vH1cE^#SkJGbVRPy^zl9H9)$XV8%9J+i;KG8W>ue+&@-O0ewguqyFCeRd`RFJrFVN2b6G1-+^-0EqnR<^eu)g?xIssR}APC$7T>!MW zf~%n20K$77q_(Cl*JF<*LEsGl2{t;A8o{Lz87;CMq~zSwvqJCDRz?^=a|TNpoiRlq zv@qzx7FN0WxcA_wg`4)FObU(>TK1#`tEJ^-XadlMMgj+7Sv5=$a6+bTP?Mf%lHLo3 z%0?nQ6=gHXVT{c%$V35y6=N6c_lR`gnQaUAPlxs39c4YjhDkRZ#V!b(RNc zN{|*nAUjTFFMZN#TgWesuFZ;y#*bLE4%bWwd)|L=!<&xZT=_CBEF(XmZpZQTIXCz5 zW3b02Mo0O5OAyq4mv7{Lft&?}-Q1kd8}0q@t@u!fRY{}9&xocmnu3HkMpTp}h%?gO zl)7FUN%(ypnkUe>o>OsDQ+olLK*DY_O40|I0o=WN61H=t5_{XS!~y?$vAovNz%Zm$ZxQEPiFq*S+Adw zL01|2>p&*Qg1O{-rz`=^A=|d`*^#dcgHi~22(;}sCM1f3?bfg}8k?Tx!mZf89ksfW zdqvdM=KHpf?+x~`BE*@$9@bhP{bP7+1q0jVpB&6h z;9ap&U8pWt^(IMf8q_mT!oX<(x<|id%h%daI+Esp;&4FW@WPtLHL~s40RbIh*oy=M z%*D$n+0mJazNN`#a^tK_7d;cp@fD3T9-cQYoH-M+lblBa*eecMAgF5O>##~dVS`c$ zxe(Gcd?w~1pj5R76C`;4@un-><8EK3rmzX7CMKF|4Qv~7z{Wjw>N9w0NN1rE_d|b~ zlYRwg5*{>2#<~OB7|#X3S}pz2AbOpMSJ=aa=I-lP%{F$2xZ7WNa^|ZNPs~ir%ifM&gQd~U0C>{Q34f;#uR{-Iz50#Q zV=Zk6+oAD{os$Yxd50H`NVeL7{;k4CwoRd1(g3V!Y3`}%I(bY zak*38B@xZ?C?4$`b3+cilFa^t)DxBfBS@rS-fCdL;A*2{Z9K(bbi7CHl(yvNnv5^O z>8wGoR2aAZMSy&NwaFp90~qqOsHhK~hG<4XwgX1fRXZN~9h*W@A3h9{o`<5RG_9{4Cg(RL9Lz6rb)3Onm;(<6cBLN%*;$j_LU7T%e#2Xu>H%V*0t1}AmuU_R&jpg_Y1L5!0BPie^ z0@^!No#3ZOj`pY$X+{VP(UGbzNr{U`)Cw6vZw5XkN--pmNHItxG{QjN$49{|hS2na zZ;k#hD1NVQu_u6letKj>+Ib*^HwBA9`9u2^G7n9G4ElAp$t2BWrJr2%9!GyD3c7q{ zg4v<}r*8?0;t73#+>rgBR){+?7O6*ofCl7TCg}F!_2Jz+g65HsQ0BktgUEmo>g%h+ zz9!sa&}-KB!piE~*_j5m1%PveP2KWT*|^dkU{Of-5d$~@W4KR7y(id6Pb^oTZ&98* zaly%HzgO@L06Pb=f+DlkS-`jkt4$dVVllDTjg9Iedz=*5qNbHn2^}({jt{E7> zJP*zr3aI0p(4+h_L?dGVaHFd~$np_538HS8Pf`Ysf&9<&)X6$U8f=bz! z3XGx?94_6$mtJH`FMB^UVj84 z2KdpTAtAp@RH5~8ae2x#PYtxRVq&Wap3!wNPZt-{lJi~Ilmsvv8#^*Jb<12&Ls=g1 zFeqe)H8c={_oL;eq_l$6_3NNifbs4^HA~9@*o6_o5a;15NNhkQBtkWm&C(f8pn(FU zUcF)eT=^1JQoC@y{DNM5*fJCD0&whK^Yh!?g0HYIfE@lNWxrWXWXB`4en7s`*3#PQ z#&rtEAks<3!UhmT*Fm4ruiO{HO}+F9B@CCm^AI?CqgG*RUEod1^7E@?>`1`!=%P8s^|_iF>Iu`LKL@&Gu0zGt$L6 zIIvu*9DMhV5px)_vzMOI`=WD)Z5$Puc;}8eW~sdPqpNxoy3~EIhv)!USkRxm>#aod z!^C7{Z`DoiQ!LECm`3;Y@t1#F z(DHcSEqAt7@Uvjfz0QVQ(bjF%11ecvlRt_>Y>e~%VLC^K{9RMujL#>w%RZx`k2}Cu z>W{8Al0#rQ>9J{dDCB0)&-DF$>Z~j^H8&6_R1V=HDVuQwO8G`g)7jp zu>lZnGwq3PCx#4};M5QQBOPUX+axY@SU@~UQ_!efH(OeGR7qRi%`YUTluX@Fi}*eUw?Ub5j&&LCG|K5LkO$stUGxOouzBmlTop8r?h64Sk+%B*8{Ww>InOcBGUB0$O3Di&k%~018=6(TkM6MV5=Dsr8 zhj=|b-z5TW#;7-pVKpuwE*)EuUPgfh@Dk%LK~UKbo%@YyG1^)bQs z%%F0@yv~lZG+qzpPiL>5uuV?CTJ2`1poy4qb_Uu8V8vhz!Alw;QCdz8Nif)>M0XoI zAi&L^Z=&jQxh zP;zWqe;}{5AkVZs|2tMg{Gr6gfyHNT`={RgmL9Fh4sBWSe$(^|dl>AS4J2y^2jqqQ zYs~FuFGOH(qmTld6qJq?+>BMwli-|z;TCk%)Lv*NAeUMyQ%3NjRtEecqzgyfbXyyn zAi5h?m?@>ALYlqc=2iran`=z}W!?YVbV*hY;3PSN9t#T>RD&2Q==<(&+*&xMsA_0jJMswgsY**q!gFowoE7B*pKn{QA7dAU zpI#512VT?N9Do?RIy?J{&Tb(EJ|D(;X7Au|n*En0<|0A_G#vX0Q@scsPTdh)JX;l5 zA5kvf{tG+^4o*Ts4{Dh(wa-BR@rYsHzcJq%)D|#HVED(cbQVVd_+rFK1-HR#*IwZs zwXJ_u+_w)YUB#;fF?b%>#-9l4!-1g@J9Ea?7F)$9cLu6CgqZ){@&SLC(Xu(P23|1bz!Hm&qr3C1kgc7ko;1<&S!9BR`=_Jp4qnD^RD~yw zlO1G`Rs-}fv&BnRMg|upz!(mktQtoI28iHHBwWyX?ye;9#^P9N1~blF9GX`;t+KJR zHa2iVJ7H*8AHaD3&K)nLA*if*`ZQu@LUQY@C8LCziofuRvPx2n_C8yfym4}SMTU4y z{d=NhJ$Mu#v?or%xif%l-ktFA_TFt??u;ob0B@S4CH?ZkkHE2qo}Mr(1yqlmF8C;F z3viQB30J#))pH-lcaB~h3324oZJ2fl;oMHCc1+6poU{zjp}xyJ=j^o<-src)cA}&@ z7~J^3K!YTL&*pjQ(uKZK`icV*wz?!0)WoC*P&U|yW4IJJp1)>i+izc{2vU&;7J(QM zur!g0N(nSt9JS(@*@T*|p-iGMkdyfM>?7F+sg8fA%B<3CNf@^w2M#iq2wNv`4GD+{ zc5rY{!YoOo8Pp{1XieN|B=zd9BO$pH7)3WS0`&rp^C>(xOu9Y)ewS<#M16B@a)a0l zKd0YxcjGC^h>ErXhlc+b-V(I{vH7B=Zito0xrngt;8z)S@%pUXqfl^_?<$bgFHZQkVv~9c`VR;qawM-o3x02el!V8aK9nkp*baxU&X1nh$yP@+R2$-ew-t2(DTwT zra!?>5ryjN@^^jZRbwm;<@;j%Sz~TjuDi81S|*=8wa0N?fy`!YRaSbso;{ImNsOa> zgl1TZ)9zD~_p2Sh1W>n4oU_qO+;5Sr_Z;=i^uU*ne&_d|vr~zp#S#R|%7hxw+|Nl7stA4WdIYnv-HL>nG5N=z<>JpFe1S znF_|jgWee#8v?-G=}ged=qS^Qij3Y35Y-hrM$7Zl)35Xz4ULU$Pn~*qTui^Vl_fPJ zou%N#wEEi|-{ZUUEck{5dsKi^~BQOAC}0p?@Y^Wl)!5O_j!dc1$LhGR^kj%HH8?c?)&D4yCnL! zn|)_yHyvG*9b#1iY|<_yCCoyK0$~Ye`+&-AYi5NSAs#$z?LUQ_ia-e;KbFUP0vqJq zw|mzvL=^-0s!2(~g=oQhWcMO*m0%VFx`1#5a?g8^3ShFdiHQe@j(__gAVDoG zE)rwtCMUs@a;q?pezuGhvO}^vsJSpt^y27K@6XELj!dduG-eF`>y0t{`!~JsbZ37p zdRJ^!OGmD&hgR?b^}>{HG%n*|X8h;7DT#EK=`vIgKrwlycHOnQ3?&`5PYNV+I1IJ5 zX~Po_Vayf^eWb%!(O@tW!xJ?lmEDv4Jc6l6#igZqGq}PKFa#P#_&5GI?6E&V&V~0l z83|!w%(Vg-U|2-N0XTF)aVWg@Bg)tUB@HGZpoYOc8TgfPB;?AyT>gadicQ!3{`iTD ziMhME8DVOPq~r(i-S1S7P^}6qVS~eN*I_cBrs$E3IwPKd0k4uU3zCJ+Y_|@lbpWBnI2y(O?(u*;7T*o_6EIf{Yrc8G$ZHQMH-<-# zohMT$46P zg(OBJ-VwVbKL#Qfmw*Kw%&uDuc6`N%Y z_a~ozKEj}RG`DW$B#2*Fzqpmq&w66o8U$8&zi}!M#sTXtvg_fvUvt_7LNE#SfG2tUnSF1Z<|>0*qpv028hRdPxJ~21(pBpioB|GJ+G++S(a3Eo5x5%?_5Q-u#;j z(0@Dx%L2O_iaNAt%c-ncG*vz6wkA(G? z#7?=6W4h!L6DhYmZvEyEV->M{w?FBKsQX-ruoP1+h`=#snu`?uW=pran)rtVmzYR( z_UCR#n*dJ}cVvlG$%snlc-3*ysm)_{Hk)@jf_{gcc5+oAC2*UfGIlo0x zD1c`jzImkkQTX!uqEU{6kB0G41Hs;EC$0s2>{sKuoF_RwA60_3niaH#7(C?3=^M($54$_*11hjyO`7=k~Myz@PCPS-r z@z-1BMpN&Ji?pBO|0pmOP+<`5j{F-nbJ$lvFH?&C16!v3F4U25u)B@`SV~HMN@SsN z|NZ-mY)*oa0_zbs@TmwwKMf5JV>l`fqIB2Qg&>A$@gwYKAUuF4O=U%e-}Sm4uz`OL z9*>WUV|KN|GI^aWy1<0I;ZI!368@ zhXC;{kS{ElVB)z<^6R1B=nH|M@Am75sT}kq`BvNgeg;H&6e8LZR2Av-AwaqemOP#U*EtLDM+j0GR)wnM!3ktbnlF;9DXnCYD=K!OB`LAu0-&Q&zy# z{7Qq*pP$AXf}3fSp)*l!0Bvrn1ljRWJ#x@!_n}-zyE~T_SwI8F@ZV<%o$8{7E!b01 zi8?&QRe|P)wwUe44MBm$x2u2GP(?D{IVj41hh>l5>mA@jpjIPFNlb}FIgSJhQTor^ z90iFePpCd5-n|P^?c6s87HN;)9kYf1*DV8V&$ z@%A`m{X6JF>q27uY09PCfBenc{I+tMh)Py_V5AYaGXPh?fsVL-9nK|;HMBwOiD+k` zcuPx5Lt7WlqU@ZU`44$aS)%IbPV&?jkFQ=v9|`IJJ&=RcctI{Ej=2{v)b#ZM7eh3K zo)^yGGMsm~8pvy{U^)KJ1#I|-UvMP~n{Ofyp9e2%@0A{yYB}Eehd!>ImRAN zTP0w^xA&0*op^T1Nloo4zC~RK?iZsUzJF8d`D^s-mtbqTRla)~m=QV+@^yw(f<8;fYUktHhAfd&mA%1*mF!P*eM~6S?8R zt%$H&XSK)1j0xEY)w2+lhX%GYjLChUPCR^^5pw_B@Rz$s1$GnXMw0YP@Owv4tJ>J% zAjf^7N!9~o0G_)z+of}7PRpEL({ZFdbY}k>pF39Br_Tg|EMRF~F4cB6BU{jtu_&iS zq{Ob$h9Hxze>z(DvO|ULLYEW#lJVwQ7e#oojIu;}3AAc@Ame<}O&-G;*W!~+RavJG zY{pfxvih}~TIlNTR#ar$e`6yF%|Bp_zP?g)Y-XZ%xsJ8l+&0E^>+{5RR_IQGGGR7v}z8 z6fp&CG8gFguR^j%R2Qqi!vD)(UgwE-r``7vWw2jH`=^ipgI23=dr~4uxM;&K^R0eP zR02|a%I05gyb!A#cWhL@W8eE@qp}CNo<0k1jXFOBb&G-G0s*{8q7H|w5eX+4T^#`7 z5oReeUT=Es#$3a(<{2XNt?2Gt2cmGW#SGLFC+>hXj~B*cp(_E0PoK=!KwIYCxT!xWqy4mb-SVo?mzS?z z%?~UPgkImIhJZ~$T4f-NHxTci007)zhvL~8DBV#)7kD7$`^H6?=5Uki-M%NDEn>G0 zPbPm|`q95{xNrEH;Fnnmz&gnO$*(ZlcHE-XM7hg&y^L}^GZiK<}e-N>ht)-AbpO2_e@LP~p%H@ysTG+G$gDA<4f zQ%2o~{)1mTQ|gge14dE6oObN+)dA|*=DFEf%zDHNE~|C6ik3L%c^<$^H$HOa!QOu! zN27#_*Qxw;_OJI%N+ncPo$$Wa-}4ug1@(M;DG$K02;e8&8i`;$f7nYY1?ED?4?!); zN6ruRP2(n_xx$4aH~r_qqC*q_qo$LkL?z#vq_SP*|8k_*WzF~`&(fw6<{I6gr_a!6 zWL!P>h*jx?&3wmC;ED~myzj{19TE(@gZBd z`V?-y(r0LI`=A!5bqVQM-gotgTyaZ(lzdU~d8&=tuI77-Leu#ro&+X*8v9mQ_KnVH z1FJ+CTMn&dyG{)uWqWg4$A5j*GdCwtGB{y<$2*h3mm(MJ0kQ`^K5x&S^+<7r78-*x zrC3oX`vktBvEzd;PZ@>FfBP<+xl8-e@YpyNsa;HC!})TprIF~cbVf1Bk{%m~7?qOpNb-Do zYN#UqXL0(+AsOu|ir?gvuU5 zZzi~Z_|{^+vQkJQ9X{OOzWo0A6!tQ`aPT)~CfSIu4&<{cqkMRx*KVNZ0UmmUw zo(n48J9Uk7XR-o;blo?GY89-VrNZp&Z_xW69mFYoBPT~RMu?mQy(lE10gEXhkdo^D z8$D^F7dr5Ha6e&!4pI`x+wj461Tf$?1;Mi$FD73Vu?b-$lUy94Tu2AvQBp!FQY63evCsDH9pL} zPePK21QutGsaUu2`U+IPr<|N%1Po&QA`$~-515)LTP2tqi5QUivInYu|VjEpf5 zZue~ARqEtarCZXw#LsAt-^JbAJIfdmLxeusXid}x(1;UeRhVXmK0Gq1s4@z>Qn*xL z4lXi7kR3t$oQufF>^L|6(pzZ&WhqYh1-C(<=B8pS?+mecC&4{I3kCOl|IyK?(;G39 z2Yo;+UX-7Ep{vKz1cw%jb$m6L`fc$whTt{26xE0A=Zc>UfT{fQuf%Ny)w62;yZQ11 z68uFR;hbA{=)SETL$KWtG&DJhzGjPE5k4?x?IqXf0gRTNopn`AMm=&(JU1t&v!g>; zM1&Y56|VLfBqk^a7r>tRXYTJhQ0nS{O~Z+Q7*4gz5lLax0xSxeY^Ctnol(uBP=3%F z{rb=BJnW*X&c5Xw-JKqS5lAq=SMAwCLo?Aa_m3?45R^Jc9)YSh^{Jw>y`6XpE1r6& z*3c^hB!rT${qhugG+2hvN}-FVA=Sp9=>Q)ppLM2l8T;2&rSUZCC^^x9-V52>mp94m z3=ERsFrl3Lx43;3d9|Shcm2~zxS4i!p;=N zQ);|$0PcDBPKukm?)`grlx65FW6a`sh7ZLAc;$cM?6>ex`mwBndW_8s`eVcT)_tC5 zJvf$Ly%$sW7>nx_F|HK1{HCSf93^9I;OxeeGp>~pGqwvAdAGr!+KaXXauRpEaZC1R zflCExHK7d@g;JXcX?VEJdtpfZ?y@J1z4|EfZswicdnTp{-2_M3Z2jzs7MYFvcIx_*uT|&R zE3i!RR!TFEHYF4p-~K7Zm=)ZWopw6n{^Q>G_>=uM-8jhFTC$hrWcbt0^9)m(k`p@{ zWA|n}`*pOmP<_@H@Dru^hVX2Ty%`SK5&EDVqW%PR46I(3slogwPmtBm&nLvjw!$G) zN9P_O4XiFKA(#-N3i9=>N=dN~8*nIuwV**Tq~YX}Y^vCM!|dQwH&DGocMX9VIif0hAS= z%a^IJ{wOJV*M0D}4+cVYjCb=#JZ!H+D)V)8^l|ky4+U&A`H;h~R$scF-SzHWVOg0* z>Uogdji<0$QL6xCMudU$O{$?MHP2ruLq}KF@7dWUK;==xv#P1*F>o8yY8VFO=H>O| zn*PeFjpcES>JQ$odHAp$nn56DzNlnCc&$P~HakDR1&XB`H%7RsZyxSS)rO%-l#ri# z*PjoCb&nAw8#xV2usiXS8n9GQ1U0?3!8;II0fcFcr<6g9*gk;%e#k>-%D)U%`*Uht zs-FYt35@-$E&c~LWV6bVK5MFfO0L%Suxxb+l8PUztzk(uBp~)+o1p0k$YWgf*OT0_ zxW}t~$?x|hoxD9}`?$p`D|6IBSj#j-tzLWn#>;oEtd%UNF&xf%Y*1?3tLx|}*g7o0 zR$7#-b&8xZ`U=)+ui{tPG!@qn3KUagm#l3ym|lN#LRIqJ;%nI{3UG73QJk4`L@eMPe+Ih(O3~ zo|cw&zkiQk!^H0^7c@Y7d!wOEt5No6hNg$UDl#(i*)ueOZ{VmX$lr)<(H?AAa-Z2; zZU#>S5gFLYBZI3R-(Z;ukMAmir^7BcR7;8FTSNElaWAO8TNfVmtURn4TI!a8N1C*K zOmOfa6_vo5E`a%%en%pKp`mtBg7^+A?T>pA(B_#813d>C4W^ z=G#WnHQP3+S~;o|z?YV%9^a_Fe!Hb-UD(&=CV2F{lWbwLUg4n|NzN^zW5#OhtQ#2TAO0#?MCW_^RCB#ayZd6d%=)IyNdx${3P`Qhof{=nS zkb+k&jjS_pE|2XCX1#9+80?n-pRe?p=QNJOJT2)Z!5 zn&6rt3+5(l7;SA%p6o@og$MwO#rKH`Z}{AC@A?uCBhvrM_z;RABSC2l6BJQlVQ(KF z-k+oJHh>@lJyhrfz|(cJQr4Wd0BZA}e2`RjrlMI+vTCkh0;e6Ek z{HR0)WIK}tcMe@$`ViIT*RR#2zK^?CLUZiow0oV5Om!%~|I?@c0icvD#Qmb0J2Gtc z^3BkNA!M*vBvhF@p(Fox?XS%WA4x?^izXnj>K|EHw5Hl2I}!=2NJp>;V^d%RWQrUX zRSxCVm!Ehs76D_PkuonNy+)D>AQJ;{_#~orgXZhKZKWVM`G|_Lb?k0p;_ogq%cgu* zI?7p!3H4p}W11?{4`j=U6P5dMz(49P*NbKlhXs834U!RMaJ{u8EJuUH#Y9A))B5WU zapd~z<%k!b){yd#H*k7tgIoLGxF2Jql^VGW;as1jP`x-5qf?`;qw}fojJDMyS!ro*U9s3^ z45so#f5pMUVY*B02U}Nd3zf`29YOI82l)}Qo_VsR3-T%TBseEf74DVKSdQewj zg6-3f-yb}902A5_Y>`*zKYwTIm~NqZQtuPKh6;lymz$f3e$=XXQO(28P6Ktv1q>|U zajJd#Pp2c&kE3Q5%Rihf4|(hcYGNZ>HrsN92#lF&)zwu@z)w9&ONx)pucU>>{mJlA z6}s^O2M4>Oo`!=3GppRMD{db+@?^#c7s+ceQX~st0Q$``AbH8k{_!tMt4_;0Sm&xEEhp=S0m*qf z_-+jsCePVBzI>}}DSJcR{6y2V2y%^K^ zazv)gRg(j?OGwYhW{0}J4jx8Ee7~Jynn!V9wKg>&KtUGD82;kthzpaX3rq%66=_#n|$4D*eYyS_=b zyULg81Wzj79Shw8)2Ito_fDBO9YRsnFyf-g&&te3j>BHsm?i7+-kEJCW=3l)%7ol6 zIyz7x-yalh#K?7^NR#We)%&)D?eQBTt?78Sxqr(S-uCeJ=B%(7@lw@C+AI~}1!9Tn zw>>U0hFe5mO*c^7d4nN2qEuBlLp$y6(S7~8zm`WzPWyM>HlJRO|N1K-CDHq9-{X|T z`Go_uD_3q7oDc)o4)e4N3)lO8+MhY&fj$D;tlw zavJQq4K`ZJPk>A4%{bQ(;l8FvL{0BucqI2)m<#ObnO^-?c3FR<U>ht#*M;GuBsm zp|s^KCWk;G1W59`aNA#2mnQ}dQw9&CC&vnBZQuvqHa0wGuc~mD zS61eqczOzC91!b2jgULW$nD*WGX;ocD_*Z(7Z(<8@GEQCCod1{7vO%UA!ccMe(lm; zr6tN&6mRW{tk!GM>hbF3M`cTDeEAa0F36@_4}(JqDZ2N87nuCEotYU4<4+~uK;2oS z#zpW50iW^GB^ZrNK&GrRm^X{62#!*~r0H#qb|%&2l~7!`+k5i-qy}B=F=LY#icM7dd+(34eY>t5cA8@} z_-5_i56_!UWG;ktb@6atNwAZ~kha##Jl<6+lAb+X;bml7_waTfJa8`iN!0D5Tbb%w zE7WfK+`V_5rCa!b)Q-GO`V#BW4}ae1fXf7K(}xcW6-W8kdpV z<+UI?Vvx`8xw+AskQ{<0mDYXy7obzXlR^RlGSbq}LMkdKIDIG>Uf%u8AN470`9>RR zxwf%w^96c=9gN5}Q?Ui+aZ-2??(Qp`Sp@nrT@NE(z@1puN+XDLAOY6+{LY4e)8Bs$ zw;y#ORJ<)j4{Kv0vo`~XiU%4!O780xPd952Ds@$tCI{B0!UzbzRv z&;)=GasPgfimH#@-Iw6}kF0*JkcKn-#e8_p!|CePX(#7 z-CdeAglz}767dMP9uqc3`!@GIGra^C9E1hr(xX`o%#4iiFoPvO7F<&k_F&YQ6Hv!J z9^c+05<*oH+dNuVSBIX5{$cd4NBmOiuy? zs(lw-!JaHD!!$FXW$11ZV!n7GQg( z*F|)0&Ux}AviLc^(>D8fkjfA}RPUZy_P&JC64>Ejiy%CtXJkOE3E?-NT=sxdN6CIdHw6`dYp-*38{CWV{LttDcX~H$44$-Y);cu2tqR;x@U`V> zw-G3cZ*x=AE@3|i(p16yE-^Fstpe6T=Eg@G41>)@ zsP!;_yGfh^M{)X}&7=ouX-1Zo2kJDbYn;k8t$`Gc4#IB^R^3x)i+1iZ-yae2Q1UNB z!|IT(F2UuvCjm=)c{hdmGmiKS&7$vUPeg&sB8tApvd?uK;+MU>@$Q)WU~7vZ6hpPG z4?)@h4jbKE4yikqQeZTLCOb-nd~{L)i-+LEg|dKe`ZVUT;eHMD*a1=h;3zvw56o(A z-Ibo@kj-|&KyFS3wnIb;!N%76;e!{B32Yo*0r%C(Ow-b=tnjaIP+@^&3~V2@CrWD^ zf~J_V1X~l=C1b24q!qXpg3}E|3j<~8BpGMb{7Qzwq6r9Chk*q?9s_bPq~XrA9cFvr zR)B8X*Vl(0JTe5YQf1A08lnTCfq|ezW`H^Yuqh0cASok`_E|$enN~p7A>AcGY#pUu}GXIKR(VS+ilUGFPNImq{NCYD|^h$y$F&Eh%iPQLUFFZ ztOr~7P2TONl@0tfb65W4#C{av6IYGlx8WEi_mT0tlUfxPCW$lPajMDFMuDe#Kew`z z%<~MpK7JI`e4#BPmQ!L<&Q87Q^Vqe_v^-O_t7_asW5Gwv%wpwfG`=qC$;urTCx2c6 z5ZLik`O^mvNR!-$+N}3e1^{}5Gz&|KjD!aYK24L~FTUR>H#4LU1 zW&*mq8mTN#W{x)KnoM2v?=wvkJe~YGt@mpr5=AqMCF6HHHB3sLxAdi-=_=SfTb~p| z_d7a6wZSVZ+s|ZXUUOU3$`~1Gd=jpmi|CpH#EuGpn>r?>K-GrZ=lAg?&U0{R7iIQK zB3D8b9`V)UX1I6n9xzzNy0%%TR1VE-aQeD>dax&bU1sYyNKE@GCxEAb*x_n_@AmEY z^A3AML86c%jOS=aIS=^m;^!az@+H)`h3+0&o33F#9|~*`hzI%K!jb^SXeybV_@w2y zq*cMJ(3|y3#CoA#G6zAf>5MCyycmxHVUVbVM5e(m^1%(6)p2UP=m>vL8Z`umuDE!V zZr1Tn(RJ6$nM_KJz zZ&Ao`U=I#5xD_Ke@j3Q-8 zNDHZKDN8CD44ILrlnSj{6cPrdMUhOU$dby0N@-Ul6dF;gNh&m1nifk+NdBM8{GT^J zFP<0A)5CRN_xF1)$9Wvb$$<{ee|#qVi9=j%OnskpA`h<7yrqi61OS0mBH#rh_XA1s zrN&sM2p$JBuK=Y^W}eHE7A_DHk-?%`-%4RdNlXT42~>_8mN^s;ynT+6OH5g$d$LOcCq8Uyc079Mkca-U1YP5Emj!m4 z)?|^nqvP;*g)qd&JhqyE*iXxuNz!j{E#2MoCLv$WWn1^x^$&yCwn}js^Gj#a zz<``P*W_r_F8j$%s@Y9Q+Ty;_ed*Hk$;mA@=8LDMY?SUhvmQy+P7k)6O7OAEM92jy z<>BGMYC#6@GRj7JXkK*fpD)zf(5&g2E7Q^1I^WK2=GK2%tn>;*fiYa3QAzFpZ}eVx zeR=YAgHOGi+yrgyxP%0(J?a>x;ta-a#`?9I-*Qbh1sXnT3lb*JbW6BnPD2uegX6=1 zAG2RCJD2{k#$~FU;^7}r?~~7-PI0t#aIlZ*_#m5kD|o4?tJkTx>m!L|{>OXdt?SsU zDXMr?HCaP5YU{pe*B|SL9l8JDQ{ktM=Aswdcg|^fJfO!%?u7PP)!*Y2Ga4eUEok#U z+c`kwVmmSrO)}p_oZ|8OwWsH;8It7L`K~+VA*2rNg5&1$UXRx}KuC zA$`q^A2%{Gy@Y4e{-d{hams}Y?k+BSzPmX&ZD9yTgxA+^I^39+mgYk>3$Q_b!V#V` zYgb2mJKHJ*vkCTR5qG~MniGlW@9^M3SbY__1U#=@y9TaN+kGg-IA0EMbzDoEnym|# zWwy3qJCA;`+&RapaPOOMC1W+%#9H`3%Mxp5RaK2AjZy_oVPv3!CeESi-wt5CEzR_dMP*!BSfUvRDa<999_)EfGNo3hhk%?43}a6G-*=L zqF*HX`3onp>3-`w@zm{|J<~M`l%_bf<%I|5(?nNWQ_8f2p`9Z6Q zDg4rtmG4M{_}U2zs2v=h!y$<*f}vbDtDZ2NXrC5Resp=UQs(_yki6R-MT691I?RQ| zSzvy8d#SLdU2m^hQTh7yL(gnQ=?F-$%z>LA|XH)dl`2U`>>TMl$QXy=#L9dDn`!PDVwh+7!t;CrUB+=>0k`rKRn5id^92 zG(hCv)5Uh*AAD|TI$nRp)z#MCajJ`&R{ZQcQszd?kc#cXZkI|S6=KqOzjJ}LH4V{v zqzJ$y6BPz4La{{W$rv9lkB0SQ+hL7JH)A;(VY<^lf7OXCft!S8puM%#;-9CAn`?!<(4HzO zDS42+r3)4upW!$8m@Rh1!}YzW=OcFR#0OSAW~72b!<#qw>H(KWMn*CfKyF6}0^{4Y zbEjyb+j{pQmv%4(W)T2p@xR+@USQJ*jQis3#WyyeW{DIpi22Hk+@Kt|Vxn5WFYX>+ z40{%A=}Ot}_imt)>&7L&twmhRK1r~~?lXXY6lKVia%GgwDjnDNU+TQeXNS|Q#S0b( zCOk}Q-nXw>YP_d`lg6sn$4Z+z3l|MmF$7KcBUt~pxkvUBNR{GsRvx~RW#4Kcm+ET1 zz|zur_=i9{VIPM`iJWs zcFaAQ&Rmcf^fhbej2C%cm&?t)eSG?7`h6LalsiGk)$K*o)*)pl{Ea7EId?le-@B{5 zrveb$b9mSHN0urXsi`?qx&bbe&i$@leJB>phOmFMDGc z?en_w_%h+~mlm!nIkfTeQtMGEa}*2%<)5!psBk!{^tmcydx)0ZuJY5TpR`sEb#q^$ zo@%Q6US7pf`_=<_nsHNA)mperecxyVqcA#*e2r0WKzwOROa*%fswBj;|Bd{x%}4uG zb#?uyQ1jyQ@{W#M0SoXSjKoJF?^uon4xjJqW zzdmKl4LWvOR>V}4o!nk9;vXDR4lYeO4E>WiIn|FIu^raX%q#@DB5>-%($c$nra$Vs z1Q2gn`?*Z0476F)s59D5V}yid7iydzOjDa%eb*V}AT9m%a$e5_mX+Jss5nP%@bTec z(fKUN3+`ds!_f?EZ*oM|!!a~7%j0R0+>=qMxaq<7V~qv}k;cEF!H6oxr?wAHPPxFw z1ZKx&$EUvx7p&)C<;R57+}Ps9XxT~~IZL0aQzRa4p&oN}eYGYq0}UcLQlE&4ma)Lt z??Oka|IH@2H5dmXx-cdu@X3Q^&%0e?!vZiugt@Br`0>JeYb+UWoJ~owpxmVhpnszJ zM09cX>{;YD&&Rmm$)k<<0oFxVtEqWQ;wnH`?y^k+O)BNwpMP50*z8N2*+W|Y z^5tS8v;HwGB45pTT@*P2&=yQEMqxV zykhWCML~lvv4NhRgRARyLMX)!-yE*6O+DHyaCvu<#llRo6fW5uz?=b&CH%e0z%boO zla@dZVLvJbQHMVO6mBz!OxX`Ho%t8NKCqG?6REDwNlv~~S?L7c4SE-!=REr!39G2E z&}c}cfcW>aIH4NyOj_j)vqF*st|SPX>2GQMq2a=L^CX1- zzh#O8P5&TK9M^=6x*#}pVl~nECVg1U07G)h?AZluX(9D)5&z|c$u8wa`=5WVW)k{8 zTqV%?(>$|iOU*zK=1=4D$;g0{0S3s+#7#~JHjuE=}*dq_12nkUUCPLlI z-9;YxzcqA8{C63m%~eq|doZLCiEuGNHP76Zczxo;5RrfHkD2=8u3fz*N*6B@RYF)jy>{hF zF%jE${WfkC7S>i);>P#_w?mFNfuOoq+^kbOAfOX^FcYHH-rlhE3~)rccP|2S!1Ifj zXIF7DVjA(u`PIRpg{^t?GBLf2NQP(5c*55JT8)rV$z^;-`1pn~b@Yfe#do%j=ovxo ze)HjJ{$fPED6WH_O+BBUu4J$-?z+*^7jsundx3mW09anPaZ-nF3>iO&c|Y)LO!y^# z2O6*R^nJ=>?hUxr)50YvEhrf9ULMX*LtiszVPe;yjh#*KM~lO{FYq6kg6Lmk2dau6&meu@dcJB9=5xa#0EfMbCtG zpZ8H(YQwk4eNYc_8My{s6Ea!4c_tpdzP@{`)Sc(E=@hcqrFB){i)n!D!oL?xJ!Y$P;NHJi#LtKJTk2fAQ+%*de#jq3kM5pWz*f?y z9N#T#4i3lgNT}g^x~8uQU|E(~fC?_T@`qZMWmi$zNJ~j|LP>}jPTdTl46rdHDLu29 zM#zg97Y%emviAfLBr4xS3{a$o{q9G`^pu}t0+|y^p>;R0$R&Xt68*TFZ8SotR`w}IlcqAj($n*Rm3<1fFo{@>k(1WooI{e2#0cp9=& zorW>iZ;i`eLd?b2#k--3x24q_ULuwUJjz%f^OrB2JLiQ9FMvJn-CLF8cLA>#EMB?- zXtpu8Hws`WGYrW^7}Kb!`^_ z*tbZz2cwnlj!kHE05CW3gOZY#wzaW=4%+*AO3T*=MN@*me*?2rQdGnSbqOTc?tkM! zBTpuIK^$kM!7sjBep;?V^z4{eOUw}AP z+?a>#4i+SXtd2>{rxCKAKR-n!qRbPoQ&>YNP`Av5)5o-ztjHb921?}@rXG{<$y;0+ zRG<-k`Eom-VoJao@1{_#s#f^?Y7-_zQoOK5+aUiefYdoIIURJ17`E13l@}zUH6V2GY zu8A~TkYo}q#KVV=9J$9;e8Y5}qa4>4?&E*Yk<-+vr?0;Nd>*KopX}^^7A+ed#E~B= zDH*4~Y9FhA$;sP$gREkclU0w|+S}Pdl+f((2ls7Wq%s<08Em_;B=*P=&vone2an`3 z=p0T@PS#^vwwhWBqZYQ4-~zF-M7AAI6-hA``VA;orBGbAPE3U2M7_D)@j-!SHi}PX zA@`Q(aH>9I@%-@a+c;JMP!Ptw?Sw6cbKUA`P<<4C35|}AAJr9*Y%wHp<^6deh@hBr z=iXyF0oab;$-$CfqOz%$L<(K(Kj^5LO*0$CmX9**Cag|^BN$2-$BJhMHRH~rj#}XC z%raRH{Vkl6al-Q&Ck6du`0$u!rLiauJLiGd@rq8I810wH3K+mcSpGZymcD(_C6geH zf}B(ju9pk(IXk=Z)hocdhQK`49gb(8@NDEq9*;g*Gxpe_LzggzLe2`jj{5e|yLL!P zPuf@-hYWy>+sp0al&{pk0mT!TUS0hSS8DDg@p)!GMn+GYyt%+FpFjW8?WOqRT*RzV zo)Qw`;WSl{?7^7TGUVw}R>YHz>xpSJ>a=T^RPifFh6I00<9p`8=jlnucWenvQn^O5l>vhjbZ-$ z)dJ?KFwuO{Y_6qNb1JyAMthKqNNoyflMs_}>Qtd$V<}9x+_e$G1aL&u%SZn1My6oQ zf>?*i0Ym#;mi(^kJ6J3(p@4!6$4i3u!{M+`1fWim=2r5yIwv;g|Wd-ubu z979u6Q^;2Uz0`YnCLy8DVUuuI06`3r;ED|!qJB8do;~bYvtEl}{D_vRzsTC!+BV)` z5^@__3@-J^xus=gJ=iw*Zr$2XKvo3IiiNDeL|k%89UWCwkn@YBUkS|&%QNi{P|F`Z ze3)&vcivWYLL1bIEh#Q6@yurL6N9y^15fB0Iio5ntb#4TZE{82N@(rE2JZMW1|SM@ za)Dp|{VBeT9g?&5THV!%24mu@XIje)k#}`4pV1ZfZ26)4tY-sli8Gx(t^JNvqRiWK z(IiY<^BN~=NUKR)rL9H~*nwTDLS#|UgvSQ4iHT9JiI5pN=x<9ebH`R%cvD#bd8Zr+ zb%UY7+hT~N7qD#%5SLj0Ew`* z5EdUZhR&*5hkAs;54(nll`FO$VB^9@@H|En*K=~fU7Blq3p8Y={h7a{eFtm5Y6-y{ zOJ)GH)a;DpE`x;*UopY{~+F> z%KrKEg1~FCJ=ihDU6zIW)!o&_$p*P#X)phlN01skIBAC8!&k3H_n6`}iQZs_Zxe{b zQMeL-C&JQ*byW+fy^z1Peec`I^LWcSv$Pm`~ zKEb09tT`^AlM&VC)>8#^b9LY%l_kUp1p9P@%tUd zva)-v+6%HaJ+paIRW(2L(Lt3JRutBh<&H+)xXcMl z_8Dm3@|{LZUO|C*Enl|!-}yl4d}t3@=H3Ub)S1Z`7#gzwl`B4Ul!5KsxzIW#VofPx z2-N&altDo1#WnAF7t60Klv@aBgL7?FuUWptz=2TghxX_JH;MIEn=&QF%M{I!v$H~v zsgddOFo^~qqi^Y;C%Hj0o{dk=m-uwDv4Hl4E?ioC_JReQLDf(l@gpR7ooI}3NNZ`Y zl|>bO()3n5Jv|oqd;<3JxCkKPoavHs`t(+6H9`tCJH0|(+Rnil=Y@F;=Ww97I3riv z1S6CLUzt*X6TBpOl5-q~lGCU`X7PuJ{#&AjsuBOC@#CfHO+_J*IU8%=rb`$+JpW*~ z_;jQE&*VA0hrtrP2plg$KL+E;N$8A9%dQ7$XS}@MYFSfE*P&eu&mNE9L7Z%lmJl`D7ZmIVu2Aw%~8l zvufWk{|S)A4gdN&+I+y7bLWCSJfD&%c)Ri}D-P{0^Q4JssIT8NnL`=LNz2!fetpx1 zDRgWJ9B8)Yz2PAN4zl*;-?N)AT;jZa+_Ha~({v3&YT(WZy8_Rqy57b6@deA>>H)1SoL=h26p>BHLPGQUwU`|&L*CGECqk_ z=2xBRMn)rh^e+)%Y1R>&DPs{zNTtY}sPHp%0KRv6X>(&~(K4bX1HZYcxM(KE>y?BX zPE#s-_%O<=;>C+DZhPEYM<*xV1T)sACX{QmsnBs3*xTciCmCy6ku0wD&BC0^N}WXv z2f9iBZ~2Pe^1JBn9HK66cx6JrjL{57`Ri5{TTTDPJ$9_U*45F$WO{&zGJx+#eOy20 z8%3uy1oQw5h`8SzBsZ$)vyZ&I{H%Z^&JsPs$f=&T+qM~$OHF19=W=3wV^fnqX8hF8 zkWt>Qe?#mL-fQjM84+>FS_6d% zO$MmucXk*NJ2hiVTt@#Q#FwnB7N~3oS80L_gLcfZB4k*CS6q0oJ6Fvpe|Gqo^FK7- zoYOFOb?qVqku}^&W?7dmt?}_`-0$n>2euvrbmB6{WXHEG0N%!_(YVdi7uX+XDkk z_-S@rPGet(Vv{hAO)N7N`aYL&p~*f1Dkr{%`mfjw92q!IXVRpPpFRmzGt2a_>Hq>E zz-N^@Q$e$tfJ;r&!Y>4xSDnzD;)8D(hA#>V3KW_+uk;f^#a12H@Bb8~mwdv*y^hSW z!_uYP8m9KuU2<0HkAU``JdrPu9@bu#|4U1Smm6a};j4UkT}?-4pFmXQAP`Lx?@jX+ zOdjIn?Wj;Rw*L$CNSyNdV*V;;0(DHWb;fvvzH2l9-5j=;9W- z*2h&vZijWxQ{M0tDDl27l^njPal|TQEC6RSXD)&A{@ZU~K-=Ix3og7iHURxijf?Vv zgU}g87U>%p(2tR31x%EJ6RjbClMlxd64+2(`KnFt$;uT+?>t@l3}~DFXp^U(=y%Ew zp|V>P+#c(tgYgVxp=4*bpVKOF!6tVfcvu-kHlhy{F#Ro?H={!kP^x29EL_Vf9SaXA zBLi;-+%NX+uXxuk2%M74YO1RtDn75N>7_DvDGE=%03)_3TL5)X=djVT_Vt6C)ErzA z+cre%mEO}5^XZX69#d2rz&=6iIeH0Gy`t!@PT12l08+~UXDB}c{ca4N(Y6GSLxxNR zFJCI3NE@X}yyPd-NhG?177^d^!eg)cDmt`Sc-TCkS7UJsWd(k-^EG56gyqq9q{ej7 zB&h)aY~Hr5q3S^wcACo$-N!T0=CqEs_FwoOGhl%yI&R!9o70mSyZ7kPvRu1(k*RY1 zhjI$HqyJg2P8mP%b4v^0ng9S$(Nt;WfoQdVt{oC;UORDcA!i+IrJsn4Ra`&U#fmpF zFgky>yQEp*A|&vHLat|-Q~fA8x$qb2tCb0qlzvPp>c@b?Vj%TCXz_r7G$a?|K|mha zhW&z09R@Y{1GFLy*}Wwz*_oZ`dZiSEsir1`OX+JeQ&(5!ecZ72ap1>IgX_F>C)lU& z7|z*1n`|1+f4uy;>ZH`eH$8)g4)xSOMuEqeMjpq#wQGeo6!?D{|^nb`rC{FXV@ zvSLJ7QmtB(n=7WV6!ci#!YR}bTP$t>o&X)+Hq|1C!CpyO8R{EWOkss^#sTvT%~;;K zD>SX9V}G4pKyxXQ~5{mq{zPg;^o z8B8%L3m%3=`KrD#7Umh&qW2(O@xNcv6r$+k6xm!hGM}};qWN>|toeZ(*Xy}nAOG{J3Ol#$-$q78w)3o_oCX=$#+PJd z8+s@=;!kEL6pit=^`@e(9U0lKGSaUNRW`3p$jDg8&dQzAbdDVBbh)g&yhbrqpQU&y z$>X_2ti62m#YWkmIeD_lnjME~iuT%i+&ICe?fFIJgs$vUw&f>#b!jx@e5umDy^?AZ z{;@(7osX7qdhz_lix;nt}ba^x|APL zmXn?Bf1j`-LlrcL%lOtupKv8ZP)O*4rl$My9N*mc&!5dZ^Bs;HIZ|0!nW~*$N!yiY zXSPHbkz-R=P^fBZdY_oMMbE&{P>qF3HB!{*#tkWx&s1!W&2QXT{r!VyY1;6k``Os@ zPoF;ByKmpYg9l~Y7j74qA8mem}FDqmdtzi?$+qfH2hCV zO)W;!<(9QIe^Xu%v&={P5e-}0X|wuhzDrr=6CHWuAG8sD(dhW;1pCZD- zE5ucaoL`M`3Y4+8ZAPGJ{pZNJxBqd{L3qoPDY9R$S{FH*T~v zy?b{|S65eCTRYLN(OlTj(D3Zpvn$E??2wQ>b01=3PhGz3zPdDfdG#C_S&vP|=G|K) z?dx<(H+t?L?B1LZOpIhiGaN4|ivw?xZ>AO2h!k%Gm zFfcUQ=tzi)?qHTa;HJzOLdSQ>zQ1xO4)Nl}u;!UrU`{Z$1?rLlxyRG-K#AicrFYi*_-JOhgWfBDoWZq?D+|<)! zBtAXKay0v|khA?22nk&$ud&YkDaTMfNd{h|WyQMpd{`K6_eM@cxf z)PByWzk)T010WKKxPu2ySRXhc!$?Nf;LYdEq9Z3Szc#r>tpD-D0XvePpMT%JeXOjk zs7_eeWzCNtJvw^g#M*4LA+;=iHdZ6qYh{{Z?pw5!8?NRJYir`4dYOO+4~X~|+qP}H z-u(93@u>Uv6|vdmTEJ&ed-sTiWYABBnq_nYgs% zs;k?Yk#SV=&sza3L;R~k&(-|NM69@$I}|SsJ%}rdsC*fVyU2#G-`v4;+Y=Xk2BigC zUtdwty!r`8AwLD#(a$Bcl4NT%bacD7ZWTn`2qz*W z%C=ZoSmZg3(x#`9oy_?3)pQHvzI~x6yP{j__q}@c>g(69Y;02!A98<>jvhaLeDwEk z(ur*JO+TSRI*JCN|DUUqMB&6LB~|q9oyO(MkOA$`}WZPe>UNsLlR_L4x#bR%-k~2F4?fr`y>mM zv;JlZY%gq>Dq`g0a|z$fv$WF#UznibWShLqwJ&=&db4nH{)`DRH8GL&Tv@=bTotppb}b<=@GJK5lAQ+G z2M#{Iag@*}Po7+67+?G|q{%&t&3Tz2EjjrtdUS2=L!P(|pX#@0_^d6>j?N6!crEna zBSvPue0fq;RrSo7L>Vq1341p;H?KNMGP?1Oy!U92<@c#CGw{jC6c-gm>FxZOk#SyD zmQ76T`9D94S=|10Cg~+eIuWcJP3}-Ym4?&oXC7v}f3KHqxi5XYQD3?Lp5)|YoZ)Ta z(MS6wWzg<;1O)KIhqce}aC4(d*T={VeK7~DnVFeEjr;Y*9M@qBx%pH_=BqfsIQ@omX?;EO>Uh#w@v#D@Y7M2lRiVcq@<*90>ln325RcZVPTb{ z-1rm%&j;mQ|9(}0wD4Q(>i^Yl7JjsUWw*=_W9ax8Co9QJfh4%+GAIGL2 zp=qerXk4t^*L|ZZDTdowf1?t$cAgzw(1nPm@ABFth9I_N^#GhPQQ2CSXlUgkg2k)Y$>*`va&K78wy*e znmoHN)sygW8Rw}hUUi}k>yY=<^zR?3k&%%AZDuAWzlMgIiiNNLd;`?hqn2(^B#vdb zk{ll1obNEYapT6ypo7=1T%n?(IvIO@*8$N6uLSl(M~>uOt$09;w0%k1KV)~oK&d%0SRh^g{Z>NmCb7$i=KQpNw6ter6wjXB zniKFbKmXFXbKGofvRYbN8XDh9N@DZ!p2tm|IthGDMs~_}ZcG=K$@h_uPZ>)2u;B|y zmznv=Zo@)nZ>p5kR3OaU?Cc7IFLiZcVPO~5)ng3}&zw1~G(`MIkG{_`zW`EI$5M?Q@}I&6I?Mgv`w8d%Kz0*x3P|4({1gW?u`S z2>gM{guhLQkC#(Wuv<`}#NGkxp(6F(bLXtAtUh|Jsm7i+_~`yTB*dqf`_Q3ZJw3N? zl;dl^J`+5RedM-PVtabkp9c>fn3|ft)yq`{&P2zTm3@_;-&R*QQ4=oEqQ3UttR6*` za_d$O4h~@A#l=O?0$m-QH@fc!f2QdvSH(A)yUkB%X=(}|J(}_EUCNs`W410n^rSsU zMTttG$&D-MFx(J}Z=qzp8@RA}JMER7(VlCPvgU;0#@X4~fq?-6PgPY_drQkvW!r%- z`&N{tBu(VyTU2$*~#jMj!mdX&~Es1#k9L-G1 zl`stGF0)G5^YOBh()ErHwgl~;tiE71g7$}v$K(_h6-`VI&3!=Gl$G7c`V@^COO=r^ zB08FB-#!%Kz_gyGv{ct#pjEu(9ceuH^O^)S_F#}k17JJF0s(p`$+O}~c2|MiY ztgfyG7Wy+(UllGYF8&cMg#|OVg0JnC1|1NCZ zA?oF|cH}~${huO~h}4vnHV~Ykpk1Noz{FV}E8@VgK3g_f$++)+$SgwyoFXWBE{!Ci zYY}d>e7x)Y)nbqJUq#o+~E)QPhHuL z3caP6zu#0MshZ8#y5qxif3OUVznq)fa$DOaxp2Cgy-lZ3s?j64`S_$PzQq#=1g5?9 z!o@j%Ni9m={^L+g9q&8^_!!yRG%%VVuVV3D9WIG7l5 zhi!}@Bc*kQr63>9=pUM!qG8 ziHTulC!Ig6oSWg{?oMex{O88A!RBN7&TB-EW6uxJ(G7teU%!req3_#(MiQTp5E2qX zEekYYV`GD_wFGodNEj$|`2$?Aanq)v!onvZAtE*o~QXMaRq|9kY;F#J+D#b?^dTrkm z7^m?f$q&lP<=;%CBqdSrac?sAG^0wN30#`Lbam4vpTtB?kqbu;#shC@Yt!igi(ZL( z_r9*G$JW`C?_>Gr&-X`Umz-3d9X+M2%qt`$#KAGpl4-nk>(*c7McLrJ?B?#ziB6^D9$j{id5Xtrdwf1xHkTGZ8v=O!)Y5YFV8a_Q#5Z zp%!3)Bi!8Yp5GZ^K^bXzd#m=XenDhZRA$A8ro@!HLY9{iOpG=}fK`baS$G-m|`1%3U4tinzc9e6!@^r)?^4Yw1>qoANbNdNOl_$O_W-gf)s zl|3hFgjFt{JNLVc^xv??NeuT#Jq9l(p1vM>gP;l@XI9gU#7Fuok<-Af0AF~&R zHQe8Swvt|AA|kY`CKeX0-@p3~^hQKP1@6#>NVn z)tTg?_zbQ4`g64!t7-t~KL`ZXWT0}@esF>&cv z^`5h5tFP6Bp=t-7WHGsREe-7)ECRP*FW0)l+H{jnZ+CYz%GHPaJnGpU$3aS#eA^)C z2?`3L&2fiX8X3jDeM>|Oz{-ap03{QENB!_#50BM1Z{Ccz=eoJN&hd&U+$1dWFF9zt z(jV#AZ9kAeD$(EPb{T|!(vUaap00Fdq#}ARez(ierlfroCmy!oy4~Pmu(e<5?Oy9! zXlPAIYE^NT)Uu#0@7}#TApgUWIq=N&8#ngt8J&oY0lKOV;R;cVM{7$;OjM1LUTx2{ zX*o-jaGFq7QsX6co64dEeyci-X2b#1Jd+#v%6Oavv8{qI!^)EnwC;rKfJUf6M0Mn|v%;q0ID*A1iB%P`D z?Q{73{Rk^7X{jo|5I%DFFePgi_A&P4+#=nHMd6zD=wkszSy(^l z576q^e4($Jn3#m|>auZjU%GIi?6*FsT!hFC4R!TA*I8~_VhU>Ny<*2`sS_uhDjw`B za2!7-Bot@Z)zMLC+kXZ-IZh!MEG0BF6q^fc#|vELVdCEsd6?(I2qlmmbh2!xkT`f&6w;i zmXMH$c=im4-`~^4+Ij-46qOGza1$!o6V@HL!GKnIC>Z|!)mX`D(UR4n0%jR^^a-T; zJS_*8@6_o>5e!G;C>{o@}jx8g_Hk zX^vEHKK0y_{{eA{-4{34T=)_$mb?23=wgG{1=HXIVs{d19mPz;CtqNdqK|;0baZy& z;2=hOj(p=-+Q$zGeYk;jESi7e)CQ2-0;frUskfK&-o1QDrgxa1AJ|^xM%&)~`>|!0 zfM)=HrQGIj_NFovUZImBBcmi&jk8ozQfl4ZGEngBZt=I^n?Tn419PsFY}_mkz}tik z11$%P)q&VMG4VDz`8mKXBV%epLbm(j44+;OASj`N?zs6Uhbi}MZ+#{iKJ5Bf)g!(T z&2X~0WYejpp@Lz$hmF5SkGPK6Uu42ouGZ1_Zsy2%dYRydx9>-vdkL*j%a&~`CKWi! zBl0L-$GO*tUDxa^#mNdc7YuJ8J9)m)WBF%Yohp=m#Y3ds+go<8W#;#9OIQTZH@ei+ zH8f;ds6chaNQxu->0P^>pm-WJZ#?>=|J@?PU!LLqOujqj*TBGTCdtpE+)Mi+<+05+ zmekZ-hmYY*TjcG13JU`q-NU&uQzOt~36*mX9bJ{k>il?nQgSl3kRWzaWaNRnXQ6Z- z-unQhFDJ(lT;=yu&HAkG{6bSUo%zRav}JK9g?;|~`BAkAIN#Wk^IQ|O-d)}D-D0v{ z=huY^6a`*a)SeX!P0jDa8_DlR@g%cyM2QptZMji+Te%Q)-^Q#)2jx7E!Ja(=P<;xSRtmiqeioE%!#r%#@I zYiyi`QuOTEv-|h&m)+a#x76%U5pH~Uf;xov=?zj z_r0lwx%uUf?u%{N*V)+CCiaCretZ@;PEipB)X~8~zt~fXSo3lorR40PZ@ydipuVD< z0lVkR=-1zwr+6h@|0?&=huG0jXSok4&q=j`wMi}f-W*wMLLhz@-`mx>rZ??N#a#7b z+xBUj8)@$D*Y7UI36sEr$QGdw5-PaueT~na-4Um z48R+h?j;b(uk#RDu9=xBoH+vy@Fx74oSYmLal1s!u0L2#sKb3~xJve(ymP&n?A@?o1L{2V4lcFm+L{_PoRWGu<1e_!5+{gYzPKUN1VSX(ioo@Z++45I za73F*N;bG9$HtbxyCt^d-MdHOee!c{?d5kS{@K~b9j{9I%e~9ZoxH|yhpg@uNkC%d z<4b$<<{=esmC*6y@T;7mGenRzfBABbJM;n73vmbTRfd_OQ-?tF*ycVI7Lrg08q_Ju zRpRm_x+M@$g%b@7R%rTr>F83SO}n`P4_B3!zcDC+uF*)?;C_1_3FDBRI>gC2*w=R_ zp@hYBB&{h?g@>O%=l%OK8Y}UnZ-WB^{s95~n{dx%Bqa;~r|?CiRCGgRJLupF;{rmUFg@v(sGJw1iZ+1knli0?|lUS~Fd-t-?j-&y2aD`Oc+S&rV zja{%{5Ec=stf(jgMBwA&!xa`6e=%Z-y@4hUC#&VcwQB>^>}NiI`O?SpG&B_Wzh7Qc;C1uv?Uy9HwmP`y5*9x6^+j0UgTMrKPgq`QHNx7w3|*=$8WCo;^e} zcUyYtZWqu9?hqZX&Zk64NES<*)}R^@aw|9JuWy?>uW@%pM1FqxvTZe_YyUrWA-`+I zO=TA>pr1mBLrZ`;MzyXvdnCMbV9UHfiswm|H`~lD5!-siz3i9)xRR2PK zFfM4&O~@4oaFURys;oSwlE6XZUs6&6QV{y+5#`RE73@|8-y0fk4%I=64B>Bon73#L+;1Sk$;zNydR`&-lPjSVZP;$cL6Hu02JmrLB!KMxD6t z?~rM90nmc&F(~7gnwm@sp9SlQB8tDD zxH`TS(td$xV9Ed+iYp4zcvlglo8^@&k0K)6dOmpr-p-YcNu7>syridB(2@QrcU{CG zr#`JY4oS84>sKhZXM&jmyQ$_-+aT(LibIx9PfM$ym3EmaZ)iBLs%j0TbJwn2y}iBv zsZ&=TZH5d1@LyO|G(yKD;rLKmLt0Q!9dQ9jyK1@Pk@o1CH-!{*$~EEk1GC zzPlh>K-SD+ zw|=2bQOjy_|G+`Cv@8HIU;zTA2KoEP#vGQA(7SZ$lDxd1XDsw3kDDt032Kh2)Q_)F z>!@^!@rTEKiFomXgk!?OMC=BY-+GO&ZgFe`YrkFEZ~hjJf&0QuUZZH)SYEvxUT*FO z%A9(7df@0ZtXY;nQgD!LzWn<61oUM zK@K=w|4cVDOodaVSIPJ9St%(GEL^RJ4oM_lfC_CNR5R{5fZGJcqch85Pnp1z4HW;p zUUQJRAmS|C(%0{Vr2%C;aR2dbhUQnUG<^S#-VaU7kB^m#5__I97CZ@F*3txQZ#kL9 z;l{Yp(NXlV5j|7Tff64InCY2GE$1m&$I6{~rJBpi0C7)4Irz~!W0h!nzh)ro*3O;8 zqS};*brpl9^p$0%aXTPCT78uvmMvBdIs}n-{?#islsyNBS%_=B+mZjFmR%R37eRR! zWbcOj$ioT5s;*@1dws4A~5`!Gc$Gt4pEytK&j zfowNPwYmNB%04Zy6!4h;)K?1f^3Z!CMQvXpvVu#(%DRCSCc~qU5IZCju&p4Rg@uRj zp(IyQs!2C2#=gZ4O#n%MAv^-INBBcS={q$w1@;Ex+VtABBKO5_RaIQl(vaK6-<-P^ z60MY8lWZ%M>VERC4|GRMGwsfuQfzG~hUu}fnW%LjKA^$BM@IAuoo&~Mt2hvZNlJ5O z(K!10`+e@*ITLhXalHKmKqOZ6e^;E1ERBu(q06CGqrpR5`U4>m+n~Sd{ljRJ(CC_s zOHPTEgby>`+n^;;vy92-I@vD~X+`Ik<5D!S#T^|BqjD%C&_wP?f_tFF^b)8IHaZyn%)PlhUhrU97`s0jLf3xhjCG|Fes=DGYC!~)K>YJCzJ`H*U6Y6|`% zDyC8xZ)Q$TrL}Im5;PGofE_z_{K}f~4)Ai~hkx0_|5omYM)G&i4F22{hFb>6VX^V^ z2iZ|*b?^2%C#WvZUp}| zAK6%ha=LucIVhba^>d6Mo{sDlN7h1x?Xpz&> z*S}$I?hGH2JM>G2?Cx6zU>my+h{E;B1`NWM%g@h;SWz2sA{}`n zGRidlx*ybdc-S1b1&B?*z_I%C=Z6O+9Dk%}HNVxr0HGo|xuhE!Sd-WtCVPr?SS_cc znHCzlZ!Rk?Zd0)Q5gwk?lmkOUjP&#!1y1R(5GpGxzkEqaPWJaC=N-!amwh&;F%;Ph z7k8<>9=uc-(Wa@g-J0ClMMVeo6caR1fM6i&q3)`yd-FjttA;S1x6-?L(_bwA=9MKN z$!kpr({fNlfU$Ejqa!0F0b@}@A>!h-gHdEhK+$PRBfZ}T1`5%(IJvk;WD<9%tH=#q z4SN8f?BH?Br@_JXK!i~L>G$u?cb>kwb7vsx1t>mr-(GYS;1XLqyU}19vj*>V=Nc7@ z@3G>JUAwyS9a4RL<;=~8Nj{`3>@oC_nB&*O0G-fD)Ab8D+1Tz--Et(of&v2v4i7mX zF^7M%d)qd)km}TnX>A2g0wOh`JlYQe0!V2NC~?*hB;Y+##zG|3zIf5n+LQr953zDrCNg3Ye~kF#J=J-X%zs(pq%< zr}#`%`}3!$@MH9=s$Iprz0j7=x-Wf!dfnDjQ+$?scghQJGl|(P+em_R4(rNt#EcgY zAIWMHIG2jQBCDOA^!i59kIh#WrhV652$}72N;=HVO|$RXyNEBJK9R*}!f%CXgmBbY z_eR(C&@AOPm~pqn8yg!t4jLL55PM2|lnt-$^Qj-?dl|kkKTIlD6Q%Em3;dONThRkM<<|bYyYsi^kSNH@%=(aG$on2SD`-LpPJ!NorvM{XX3W5^&wpPW zCB3CMKAzl7$-yD}=~GQPIbZBeNP#{+r|s;7WJ#7h@}}4=fO66Z5q5jh`E38YsKCw% zRXu3s1tDC)G9rS4Xh1;$0ZPy_P?pZ0r*d4QPwf3OCKy;^V`cR)Ai!<*H-fha6r97~ z|KAo@#&Y$YiQ9kIOD}z4R+exyS2_e#zt2}0e-d0~7L3)^Nk%weCR8bG9VJCYO>J$V zHytX<##0u;ZCIwz#Gpl>f5B8Cg)C6(QN0cyIih~}DTIDt1KW`r`jz!q6y*b0OVg4r z?*5M-Q-kNIF}d-wu|0YAY`C`<*FH8WNg+m|UCcdN>Z0JnA)2jjw>hTVAp{_;3l|!G`AxTf^%&&hMM3t)63Tt0Os+hPqIk%9LgD;v}TC({L>)8xVxrk)YyN^*x zZ@SCp29yHvv0n`q(Uc+COQpY+jZVR3re(Z`3TX`$P!80Vz`(%H$opD5q}}X>>JUTQ zxpixDTAIqabK;&W9|{WGPMDFe6V98qPq`*hj?l!eTsdl5OV1sOtlH?vh%WL&QT{p= zJ@1oVzP$No@GJJ*b#wDK`URjwS<6Gy-XvwhaV1TyYI3Kn9jFNXBbYGD1?SsC(`|T0 zMDJFgQjoSK?(9GEb){eB_!{Sl`tRraup7p+^goZ%kO@prt|g~(qBnTO0rw?*A+tg~5BafKg! z0$|V%L9s<%Ytqk^v29=~U!^~%tLuXB8C0qT8USllMB`xQb*CcxYQ?s{P6bMv+No3C zvawL~Es!x=ojSYWFAI;e)8r%4q|#qfMJU{+<3r=mpK}1)sH9jD_fiiOE&e!p)t>q1lhSt_^;c6oTcjinb;$8nV2r6^NRFstw!S}%RgWule zzO6xpba}`!0%FG#fBw7(E&{lP=q7rnyAk%tM^!gBiKYv4Ck=0tj0CcliiU5@DQ4`_ z(jW2h17AXcrm(v4LKe*6T@N3iGUmM@n2bb*Ge`(qELG+&9?lTq5zLfguW$fMU68Q%H zPPe#6Nd^2I&1sVEc20$lM8dC~wKWKD&Bykq|?)cY31k(N(2MI9tHw(I;#`PrJZl#>d9c z1@j1tpS=DCvPvpmUjq4Md;EcvYiNKY0xfclI4?7nP(|356*e|r zV=b8mUdKL>uh;a;Qb8#PkC}Xi{t|ppBFCot5GgVKIVvh%rH0Es0yd6n)Rn$60n4xxqNZ=)m$s^UI_pI!49< zsJt;=M3-;zXAzxoa9DAh8M(bhj}-ViOdnLThjPt;+6RUc@b|N4FwPygQbeF*1H>W> zC=E)D>{7&W5FkKAyfXI;0$0R@htC6`Vw7R$L2*ra`Gk4qo%UNuVZcw_>e)zcjf{){ zbQ9)djnEg%LCg*xHV3gQUL!8U`ERwlkN8!59_b|pDNjbGyR57qq(moj9PTef>WYEg zo2dR~r&;QNLj(+^9mjOk)YR5*4`A8PxBBf-{@;K601bxY0@4aPF|)etgbg*}v1>|T zeG7;Nq)6HJ$=$j&lWAO)5w(Jr4=@%0H6|cn^cI_-U?vs^7Y7GQ7mREv#2tz8uAk&R zn6$1N_je}s&u;@wqr9Q0Ho@L1^Zh{8R6e=m!|%UHYy8^IbwmAxdnB2tl3pn2SC-}P z%Ld_O&dK%luWWv@&&}?YN|bzD4&d|3kubhHz3cEme@BC3vmEG~DuX;py_UNq9E3NM zfb;Wg**BHZbBycRZu!SAMbdx(7a9 zCwR*pXFY%$8O$J*`1-Y?UW89O*Sjy} zP!b`RAw!aH+g}+hLxhw7ZRGm(>jh$9kc?Mpz4Y|;A=B=orjEthJ#u8Erw2nHwU7Mu z&YwqI6JHF5SXNpp9{$}$r{S*`w>K)z63QHwf2Lc(<}F)XU0gW0xY&KMh5kxBXV@P9 zdx(hlZrtPt=xh)*@Io@`MoY#iJw4KqDfin@%K`*ID+Q!MI7;d4S^uD*#QO3CjbwNq zpbRim?mv9kQRL>Nth~eHEGH+Y^1aPF{`SKwqFV&`_&lIkflJ!pQ}NUP)R4BZes62b zM=}Ueci5iSua5#(gMFkSL^N3YTv=gmc2?^==|vB97AZP_ZIZ9G(Eb;MHCA;a9S&>> zMzx=w9{!Hj#f#r|hdzBulG?$emxC?mLM8kdQ9?m5{Ck zL&T<%#j+rrcp`Z8C_vM1$y-Ps4!vaLCI0-EC?rh`lUrJ5OJqHL_h=yxe8dwcw6$it zM|Wd24J%z0;(bZ69_0;3vCHrQ;uE)zu%rdUf>#MOB~8KLbF7 z;zPs6Qw%6|2n+->%Uo5%9>nGw`TJ?>TIkKMQ4%NcI&>&LCr1Qp05b((FGyMcPx(I`4FBS5+iJ>DYFCzK5$nAILlb8ce>Q|k#&95#s`wZ=2{YHdIg;LdN$%)Vn%vV%W$RXU?||A1VVx$;#e=e4d&* z3L^|613nsqZhMEp1MQ1vN@78Kk`}Edo2K11JsESo8xt}Xe^CawZS4NZC;GwkGq&Xd zGF+{G5-unPr*d&iu}4zHZ3BkSqO*+szx zBZ1T<*9T0g0!x*s3~W<2UJ9p=Cy<(Fh1YXZeYwbR^U-o+J?HBq_+8jVj_FDH^G%Bj zRTMpWh`)j;azQM!naZ{9M0NxU@9I&BF_JCh{W2xRb)rLTi34@MtE(uVxdoiXb9J`a z`t1rZ7oY-w729J`k0k>1hO0FQwqRmGw0ukeZeLln^F8nCDo(2m6~<|-MNs7ZX;Rp^ zVF=j`KvOjJkVlWEdP+8-UZYBkt+>0mEW)aO=gPjUz1V$c^LBhaMwfi3O8JMO&>%*T zkd$P0`m|3{QW88tbhH8&!`smA>YoY1IPPgS^ddFg2m5$h3aLo~>uu?wfq`u6&ivcA zZ=>2{XOWYWL)zIyv5UnQ-iP)Zos!>yV}=7>h<%@==?dQlG)CRD9qaR$A#$#XvD1{SiH(G@vR)aFrKhMX zH${6OBS7_(qr{HBBGEfk`yBo}sFBvfrorJ-Bref}H{-1`RP+Has%I>I=O^=kLLgSAbcK zydNgvbw0CD#cnZSX{6%pgr!nzT`oI1=0L1?@L=1jEV4sOAH;nh!5A|527?DzW+c5e z_4VtFtgOrV_7;HMP#KQwJ?AtbU9}rM1ho^(!az?C;@W+xe9TZG=L88FlO;%VcCN#$pNujzS052q!`cAu=nTUClBne7k=@v=H|lOoTEsigQ$c= z0T7^xsVSQ;qQj%Ty{v}_HX-6}b8n!AfKwpIcLEs|DyrL2d6jD!MFe!iGLngn1gkfd zxGTZj#3cU76OEzVD-wJNd{W5@?;o!Splg}I93z`AjtMCB@$c& zNg(JFS_WCJMkv-({qvY`Pn(;Y!^6XyY=Bj&NaR66G!Wx(m`f>ep6(o_%;en|U;B0D zb!w_{lM%G;+1@e=Rhc7dRFveHd-0_r9cz~3_$7#axV@e$3s8$UvX*BgAxpy~<*KQ# zFU8J|{(Kdkx8>IH0+6jm@D5~O$;&;I(jp?eTs6WA|(w9V?j{Vl3xT zde>I|)JNSz*%@6a65PBFbcgemxle79RR4Z>=nT^cIz-%{#9FksMf{-})N)tm%3|%L1!gCN$HyW) zpEtvMoFQs*!kzTz?3i8DE&L|<(ChTiC#vHJT;2}<>*~oG%KeyA_Vko)O3j4|Go`eE zo%)X`f=l*>g9hy}BuGNm!wH)KzTG=l=!GR;zHoDL-W^H(zw-tbH*Q?hF?)Hhc@86S zBnF8DO?R=^BykCh+ltK`IphnMFW3Io0-*=P#f?QV0tEIzqd#`+Ni03|BGR|2poPW2 zpFs*HI@;hw$Zv*qvh?Xt${aAW9NRSNBaFLZ$MOA5Ep7jE66P)yRDw&;+oPg7kqnin zCndb`dHr-Anb3Dgae}BDs)n^t(^}-(kEK0OXroH=_mLq??i@fg4nPte8N;9$@sX60 zY9(*W*tm{PHYcfPL*c>v05(8`n4RfR%O%JiI1?+Y6#zA)q%f_F6hlX`SBx?z=2f7g z2-X@vrNI0;io5@P`}u9K>&J1tV}c%nEi{RZIm)TO2j+hYWzAi>q_>sAYdm|w?XR-{ zI_U~zg|JJQlN|{@uV(>}xn?q%T<>nDN-Q*Q0RNFXe@k{HX*onl*XfWmxmxdzW0DuMQ)<<^E*R}+M1es5hG@jdeL+$pU4mz5ivS66doCQ zSxYMv6F~a<7%lEZS{)$M_VO{@)UJ_JnrYyEA0t_FMAp$3MZ$jfx2MqSGzU@q#eIB0C;)da`=J7v5dPuI#}@E+YARAL-C zDj3mUo*p^ywY!3UsoQH!A8~Ck8*tH00 z(1%6e7o}~WaAtY&UjER4ZeihMV{ZN$hY8}OqJpdZ_~}z*cD6?BpE7R;d%!) z#oST!c4%E=&YP6J4f%J!jx5272%zOFjd^hY{*`dPoACj!FJWmL8g|3oX7QyYFNH+H zsTz5oYTJ$-<<{4l2FR(j+J*k{%lPm6cAZ%DKMlnN!v&|Gv4|gVBTRHkoIYI!3P8HR zurx~UY(}0W>d#{9Xditc8aYY}FoKHLuQ<#W05E{7bv{3-@pSsp)-@f85ehKjCmB?0 z20c?9Ea4;yEzRqXw?8UD(}T}ePPi7VZ+aNLFk}a99yrq_-3JfV*^YxOL z0jx!CX>xM1*rb|<#y<pCr_SSf06-17{^n{+)PZ?mX=857GMpn-AAr}F*-(-X;0g5oK0XD|W#8fA3m#as4AUdXGWJ!O-+5pUi+rt`1 zaC?JUFK{Xyf4pJez!&~ydXw! zgM@%iO6;zA6yswwdrI_Vzx`-TjT?Ku_0(inQB7^Fm4y*aN&m=5b*Cjxl@Nv4EezD% zUint7$Hq1=X$4ThFU8RZB$eS=9{uXsu#0!7XOl7}9K3tOh<*H9kl1zqGpJ%}I*2|7 z-69{kc^jKa_{P4EK73d}i-T#2X@rcjKYe|DV@j`>bum0CBxDCfMahb50*@N`XR8)4 zt6hvD50yD>+H=M+!~miYbuXd*TQ9e2I!`P{KVNHnJ4L*#BV9eQmN=0R7a2lLU*rnY9k6$H{($01#ccRtGa1>- zswLJGbTTh24~*A^J$+gp*3#0#;tM~US{5gUwyz^Zoa)`=FZbK@>@z5;pm~S~;m>`k zx=LZ;!6eJ*7DU6xf4sR1&GcoXc?$(E50CMhg99B`!SGf}TSpcB6ZVbokzE(D>9Vr4 z#1l#mcW-r4LPPkpXO&7z0%jeA70midx)NUF2_Cq#*c4ErnT}iTm3^I@j9g(V##9kO zLHDwEa+)+f+ajlv!Xu)3^X5$m%*Mv-vae%fjqnT=95qHI5g$YLLHXW)#O(;-l@3G} zkNckn(uVo(Mqs?3IJyHz@$&m_^=yO)uz`_zDPEZgz(vBMhQyCpNv1Zg?SBSkFVILo z#%=|?^Y$)zCTRRxGbKGe9poAMFdP(wTCfXn%K4a!CT+EYVTy;)e&9T7VL~4keelx} zl|g=4O4i4_N+~+I2ABRRB_NwpG_3{az9MX%)q{lLB*g#g@<0-p*B9F z>P5+#+f*f*mfY>E+S6UoJ8k!*bFR#Zq>-*fT0B^gte((nu5KzUtv~B{u&=X-HhHa6 zydb!l!@h=;FSKfzg4}~=PF&+tVQ$myG``C~ZA6_J%br<<@m~c6GX%vE>A<+717zI! z`85PmM7duEc)h?5z^iNh6=gVHw|iUgG*UA4Mf^Q**`8Y-CQSt0?_Zd|Q{C5h39Tl` zQiB>`Jo&VGA>zdG`VVTjm~E+5o_cu&2>nw_-E63V99CRh)AE~V7+#_A|BlV@wWAec zI4H~_&@5>sn%=N69r~FxOq0a?KI(3pxM=GbCsjGoWdWKASUt?F*wgo(D8}QK85TGO z*6i%UgO6a~V8{zkJGdP(hGz;KMZqV{zRRdVd$+)dL4W`I>&^V|tAK%EN6gLpUPEwL zl$W=*rR7;b%tq!Ap1ABL${PnecfOBfy+hTxOA+cVo^jC|E(U{|z>*cC?~~MMj-rXd zqqXteZqb8us6;U#04AAN``d|&j(mvlXm4v&J?&)^ zlAG<7Bp8s$Mdd5!yJj#Xk*)GOW&nAR{Cuy;HP5M@QzWpOUq$W6IIxZ{LlqC*5kU{B`fj|2B1NIWFpy1a*)>1S7CLN}E;C1w91D-R1r&X+q64J5EQNM(KH6WUD#X{`OmPyG$K*@i_ah6;E z>!d`}z%!k>w14yR8-S@qSI;qCvJ6P=Hu5sm`+Z45Tzu`viM4{d+%WN_T+9=Yro~~d z-~nE}#*P>0s(LUVNE+`9I$&X9;+wRm$JL#k1t;U4U`I2KTmiJSOwo2UYij>;M4T|M zg^NmX+C3?`Yn2zoX@`Xv;Th*3ad9YStjc8V$g{zbww9I*<`9cHzN8Z-7KxroIkxu0 zz1?w}fGwbd;swWCN_xZFfGwB={R1t8-4`YFStU}GWb_Bho%gDX=C@Mwxj-Pe3UCs};&-TUto77CGEgN|GZVJgx55rVqcx^Kn%wIS&zky=cfzq$xJ zK5MNns~~Pdcma9_`bEcr0LYqZ`UfbZpY*J)*Xp~Xs!nIGd6BI>l)|kr(J$Gc{$159$>~3pD>pb~Oa?AX3*7v{2A5sr%Xfdsg>}DQvoDepp z-(P3cRbRD&C(QBMTyP(Z{Iggn{a#DVePtmtFm#qcaxuM@$4`L0l7=EHDo8O3yV#sa z#6F;jLoSKJDAIug;1C!}F*7pq7Jv4P=SmQ7v1Dh?e6_%G&S{xsdX>mPqdPL?7P6}H zR`3ar9KpEwS%B}fZY1T1Ac1XCpT;|uqxj#Z>N{^Z>lj5npW-`4v+&CKNmS){u1WYO zy3mlZmT%t!eG+ax=}fyIQO$oUo`Wu4csj-){dk_V$D4;|wrAdU^t_Q{-HA}mi)YUe z2oS}k!}PbjdDH=6>qm>G?pYdSg7L?{7NQH3b;;(?ILg9{wiuR8tQV4 zm|bFa_AC@DIJ0P)7`_&C2Y~cB+KBt-E&d4B#~7@1P?0aK{kX zpv>KiW9fY3FehPl$PL+uhqYcs0$Bq7?YXxd z_dA1ZLeqn~mC;HHnPLHASJgtz|M-#UwYD5{lLW&WqMS{O{{*;j0f3nUXu$P^GKH!j z9?jd{_Tu<;(a93ENYTu|bC4&X97jY(S{WIY2n7+5D76wHF=D8ANF(9_X4K~{yN9P( zzqYZmpk7h$Z0L=hyKz0q8!ZyD832~^6GJR6tSamX)HsE}{Tv+{xG45qY|GGXqdt4u zIHh6)YDXDXB04N4WvBC+FZJhBbUTXd_bF+~Fd~iL7e7H-31cO%Fw16UMskGkdHuH2 zcs?2uPh5R{67ypAk7-3BTG@tu8t-IhIG1+~3=VEP#uk;dE4T-6Ix{QlX=uU(nGnAG zj(OB7aqfnm`c7x-2O%L%P+Op!A?1jXs=9Oure-PUXrW-cEt$ikqq*u&P`L}2+~u!%OB^|9ypHVDpmhMNO{3;g+`UuPoJsy}Fe7hA{Do}o38oKU;7Ru}l!4l@N z^z?@1#YJ3qaQ@<^%~^I^AiQ`&yhBOBJeT7VJ&xk_6`;*X0mN#dUwwpXj+w{d-@j>E zC!G&1PZqC{FdA%Tv|m2`{O_QAAl#I(Fw3r)nBbW#-$v|_Tg3+|DNdQ6!!s!G5(_VM zodu5jFuO~v*OqXZqw|Ap8OB7lwVe=JLK{RIMO!p^---(b{Rgh6e!l$?COR3@+Gjy^ z$!!kG*@0VLuS%$l$F0!WaM$Ri3n}WGy=gqZ;^JAM?NdLk#|X8NkX}Ewx%nckRK!=1 zC!`i5k6*tyG#5nmu7jy<cXi{Ni24QLh=bA}+KNeN9dB`U)b)XngTJ7e+LT`no#Kf=5AHi@mfirRY4|RF8D?j<2bk#K(alr*EnfM$CFZWV^X?) zXr9QX1;Td+V$@DDy~=b$xyu*ys91o4GmEQL}-|SeXq5g z>kNkgk& zXF{%YZB8s@02$aW)}H~6O-($tjpEIj}J|JVjz1$wPL5M_?%6L9*%BI{Pa9t!G#p{qPv8&G(bfWxYD?B zu|(f9&z0*oO6ux)RpY$iCD+TH@xA;k6Q@|eMCiR zE{>(R%gzS6R=N%EA?w2XEpa;T%EQWr-tAPyVe^PJPmxyI={vc#)rM7CJ4b|X(4O2J z6@U3?isY>B2+x(WXbMuKv(Pyw9{z3jahpn7ol$r`2UcEQGk%t}eJCho#YNhN{Jp|= zfRcYeAdhv!@WspS81|38B4Z~V^LuU6`l`9nQNy%!-T*@E3h_4x+wS3k{B;u$7|^Ej z>7PbkpU=*(tg5nHwk#373IYuX&lC$=pYMBV;5RO0*IN-KBa(nbRzl&cS1sRDYMMS5 z_IB2j%2%HfQDdnj_%8V03S+k&JNZtG;n0m(KO~u zUfp341q{*&femfF1BnL4B9!9N$C9gun))eNjC{1<>CK5Fn!;k@4{a867#n#zI@$@V z2~dslKclpJgl^FO>)$_pI=^?Fxyn1_M#UrF9**06x5j-TN4@<$9h?$r^W;gBeyo(+ zmVZ@2>z?DX>uQcdlIdc-^n_J6>%eEpQ}ScyIDFG>>pjl0=WQ)A)xfY+IfC!0_OEJu zODOS>eWNVu^I#29LD@lr&~t1apBNVhiOI&)RMM+4S^D;-H;du8g7LW(4#64qnE(8+ zTu?VWKbrBKflLJKie_%roy|71K$?0JP(elL&kUa7sd;NZ++mdyw8-8iElzn;ZfCdE z@Oyfp*ViY*##LK}ma?w}1R83_hoJ+=02+r+jg(Q0=TM`q&KEbIb}wJSGj_@;+B!L< zk~hG3D#*`Q6s*GpX9-}+7X`t_S5xlXfl}gXpI)lFV(INUfff0m(vlA@U9sXT@%F|I z9p_JvST)A|bBrha;h4lo4e>oYpOtG3;{LOkde(S|6rpHzvSQ?IM|yxwqcnYvBHBR& zNXALICaH_kkWWbL(SbcYYt}A$3$%ToB}HAhAQ&Dep88W=;&r7k-sR$2Pg6(v@&%wN zzz`gYO-JfF)cAr6$#Mc{o72qzz{wUn*pef4#}^t`MbGppv&qp9)_+KqD{ zR3pWwY4{@$+zWpddDV+2W>4j~>S@)IGxtyPwRsKm&tcOh!I#Bn5dt$v zRbb?jx`Iat7gtnrehFMOY)*bSLnu1${zg)l0~g7;cf+>A}vJ1jZuvcYrf@@lIj z=g*kc2$5x0_RC8V7M5`D=nc}I{t?KBJ%6*ssR`t)h9_xWL~!UNP(`wq4-Z)jhayH?g9ELXEIYeKloTcvXBp)YVanG*WBJ zPZyG7XV+1Y8q=o>Ud`+Yy=9s{Ib>2;aMdo=plzh6xV!XAwM)EGX)hC+nZL6 zq%P$ar$1Z4Kop+G8f$Ds{t^-S5g#z^8f(m3!cxKwK$9F{LzX1``lEQ?MM&F8sWjheF{!T6c#B3OZ&qAiBg!POcK!@ks z+r%1S>j~~9b-#X*iP09AsEc?>aM7gXtsc5M^zFAJ1+N^x88s)QNzLm&`n;`u+`Dt2 zBp!8@R;1$#(#^j8k_rVMc_^Z2lA)+~-JqYNxAO7Va&M1Y?V0>Y#k~jTo%w85#d;|QBm40`xAqA)RKU(Yaa~WMoLGc)oCjY~^keYHDRQ@UqYN3YE5{r`b3gx5w`lqnB2e;eHMy=ejv0(*d? zk`IzKZRhIM7f~b6c$GTGGy&y@xJdW*GW6+ZPM)mCGm-r!?M?4+9ZYC2eyiraKa@s} z&fh)4Lq?_4@X^3wZ`Z$HuWmu_c>er@xSi>a!oiEmfgU)AXVmb6e7r>~Vh%;3dY`PJ z;Z^skmu>}F8-)kLSB_APpyvjnNc$xQmTzB5Mx?dj)hIgLkYtR5G^#1;_n3|MD>88{ zQ$6!O;M_Mk8+o}xCmJafmT`?Zl*u#(=T$5!{iy8iUKfM2X!G+dw2h9uDTzgtOy|oAOGL z8ly%EW$cGqfL~#-`~_q-DU_7AscVT7H9L@59U+j3Y?v4I~DU;110uTK|29 z>NH`Rr~Bu!r0!hf`N#jU6Kj+BGstsgF*dUENy^zN<0ec9m_S6qTpa=Q_+@v7@j<>- zMwto%VoqIs(PG%)S^n9d~RsW+i3~-?)6-(#4CVhI$#^U7(jQZ1n8x*`A>r zlH4}h+f(b28HAiV<=Z%Bv$J#Z_MdjF1RhOD`op-4vNGHnyL*mQmy61q(`#E~jHARx zn_exey`x*lWpVfIYiSLy#8M1bV0`wToOQoID*zl(LZa5Yz0sReFg;C%P**Y9W1X3* z*Wfme4m`~=-;T4lw+B`xW|xWRWcMa>{$A2LL1)gLpU)dl9dinu+B-G%_|2M~KWFSM zP1qQC`g8%gaMC`R90zrncBDk`p#bJO0YR&%M1y>qu6T&O$<3AYrVDWyUH6$YbJc5g z#xfD2i2Pol*wJO8&c99vK;`bmes*dn3NpxTG92u+&cf*mxpn>B6}qj6cl7+G;q!Uk|ndH zPb=Cs?{?I+)UyS9dbK&Uyes%RBiI;uYsOz~?m4G|%kzqR{k1M`%;WL9Cj@ob5xd}h<(6$yZO zBBdbqZtmnJoHcLWwK+X&S&g?HaU?uMB1`goN3M?THg5UNS-2OnH|4d2GQj!6iux=g zrHtpH_LI*NlPL~C|By=I=Z)W~fYy@@uU`Egz#i7>r;i`kLgPR-P+1A9HW>1bfS_-rEMQvn%75cu- zP~GL;JtjKZ3ram7mE4Ou1@bzZ1;mq6ACEOXbjIY9=Yz+vpcg5G=$ok5Zj;$bSW6ka zM)sf86aT~yN;rM)+#ethfC!k>08QA&mB9p}1546G9zI8uyy7{2!ph3}rlynV|KiJy zhy_7BC=oCT77h|mvggVVY)f{nTRsHDr>3PjadA!Q{0A4tHdIzl&+O%mZ{b&Z`|$E^ z+#u=5N$S?L%AeE&^6~=;X1utDNJ`$Kl4oNwUWUpZV#G!y@4?!Lwz|Z|2kWskpAP5|xb+&FoeC~5h|8E*n_PIQ65pVy;w#XW@v1Oy?qME4x^^2Iy+GKTU z?)bII**W&inb$NVp%{Mr^2Lo27uaAjtKo%#P0q#Hdqw(WT)-i&mW&dz8o$Svi&im` zo{JY(lWB0FAkXg)Em~r3{&|pPY2LN#qX+JElJMNQu+NkaGC51To4h}-CrSkCmv11` zilGRdZt4F0eI#)EZ~XZ)Wy?ol+|GZr2kf?OYoffA!5vtlh=u_y07u6t2vLQKcs^k< z0`MWYb@uDm&lA6!XBZ8VWVu%teXgoHWFxyQMEt}X<9`;InEgnVniAK;x_!=L!w)jU z775tTMfX|?^o9mX8`z$o&p(c0-pS0F)^vQ9?-}_>$%k4_QkVUl)l2KJLFUMy563TD z0A(k8W8}fU^87+(wa8vUZ^RK|Zy$K!g2JFdU%!7}Wo5N+lev}E^X>0e?cHa+W1wg2 zuY&4|aT9ezQqUiEIkm+uck8b!FFPQnvCTq?qqlX>$h)woHy^ozrJmrv^-gVX`Wf~0 z$K&FDLJ;?R4@M7Kwfc)UWwpfT!?KESx@ay0b?hzaSs%CnomsZom0C%pOX1`AU)shQL<| z6zHldPncTp$T_=;N&caTabAPY5mf*XL-W4E?` zpr!{@wlL~EC}((1)2H7f2U{6=BN-o|JY znKZ39l&}VO7hKJ=vb02WSsO@~LtTzIvX&1IqX~qesSeQ%%a`Mo8vyKu3&`p8i{H)W zIG#9uv|_HzbQM)a<#*jK?gnu%-EEjJHQ`5u#cYi%q1~BO?dlg{L6eSZ4+E8Lg)kOz zWbj@E>W9uqcm{HE(FpSBi|J*u7~o`Gii&Eba4v-`3u45>m;W>9+8pC6{e+a_=rPB! zz3xbNzFBUoX+qX+oba%sKa$oTUK}fiFAhkl8tm3XUEqd~ z;d*=|hMH@ye>tK>mAM^I^e0TH;cYNY9_zJqp%((har~HG} z?M*9Ew0%Sf|9W$$8s_iYzdz4GT|waja}ZQcJYGFf7}=w)-s4at;uGq-mVygsN7OrO z6+DyiY)!7y3VFKyMW$FEL3kCj*&yEllf_4{uylc*x33wufE3e--BfkVx&`fP% z|H!+28sgm5dg>?bi}Xk@Tvm1c{?_e-g9jIhG!ZoU&TG&}{;CDs}MZ_OW*@CAoL9BzHdk!rEoH0@})R;J@ViONIHO-IVLTC}Fd zi^;JYBvgwBnLmvY@iI*Sy#P+2R>TOK5g9w`J{>rD@~Gi{_nEF z&naU- zyG~n^YI@;?+a7fsIBl7g20u5x*@9b{jS_u;-30qkI4lg6tpxX3g0UKRyt5V zPG*6wZU$4%E?(TVRUR!Cug{U)P*d9eHh_U+@yPGc_|eHAm34d*>uV6U&d%=7@89IN z==be$b!b|@lk^Wr07PxAt!;lu(refLtTwzV=dp0-ic1$uzk-~7U+uVl+RznK#YNV_ zImO?aY^Y{B6kFX?9k9=%!?^57c5}AYOcP& z3)U1Kah!7TlICI-m5a(nj62Sih>Es|A~G|Kk6=UZrE@^uN|O+|>D^tX30?4^^x0Wm zpt{?sdX8|~cD(X~tSnduDKxbCdGZRfoI^vVEe2MoRqYHOv-ObmH|b+8cm3^~Henyk#tm>FFH#<| ztG9lUJ#~9@{Lty|ha#(~BG#-a1J1zKi?Uw;jY$r(W=6`0N{)DAiZhyPU;fDP$Jk_E zY-TL_1GmQT#!KZ%s4B=Ac4#Rtygf@%;i+3M-b(($b>!%RHi9-_s zKtdouh!|g;-LYKul$j<7gtrc9as<45{3KC~&_E@}OZ{vpv#xU)UUW92ZT2^~+A`?a zN!bDnOEjNYbQI__TYF^2irjsYUVHgf(R$NxRLJ8%7e{i0tphNa##?+%$x+{+>y%eh5x4%!*8Y>Js=OLsuE^oW@ zZS0TF>th#mvHeyj(iT%+X_egm_oZ=p`+22?>Q&S4-{f^X1VN}=axdt?nh$?7J|`!Y9ij5>+zy3rUX4tm8)msp zrj@x`wSg3^BXhpGfaXKtN44U!2**g!xJgCyF#0Ke`hQB)6lf~~JB93oE(*MD)(l-T z$lN23SMAxmH*nkv-61_io+paE5Dq;vm-RB!F%1^%p0=I6aABrRhL4Rk7g+Z!)PABY zi6xmhpxUw}OJFLzV|jx69B37m(Pm**$jzb0I=Aq_@m%RIM)Hhhz(LD8vJ7%*>@-3n zA~YRxhIuCH#8sd>5IoZ5we$`JG}hIXop0{z(!VqDNmlnCs%XY=ShUxEexkh&z!R3~ z-yhsI>CPR5B8@!1{(mMsx@4_zjqE?bM}i+b zYVzclRQ#^|&ZG4755Q4?p=1;S6Bx9J9XDWTTg~!~(K~8c%2xHG8{{?%Zdyv0D`P9r zo%}!TpNa)9RRtv(p_|*{@9)ovF39e8aHaQ>~Z?&nY6`eXIRRzuBGK7R52wM^;2y<;+L z$%bXW1`E5nM%qE@; z^oy;TTG}P!WnS0@YCFN=?w!((>9Q)+0->RXhWUGr>=B98KB4z$#B@T;RdbzVE z`S(XUB2`aG8Z%`Bg~Zay-hRI!$FpBV5k@{bkxTKBVFgjo@2!?i~M;oRlQ5xp~%o zCH=0QVaa3R|2S4_!KNmv^%>bw#hcZiiztFO2{Z!s@WK~hEdOPwQ{mU|e|4O=2Ukg( z`_o3AO@zN_QdJoZvMbOYLL?nvYJ)(sci zIaDd)w42lGb^l!x@*Q(xumNDKTN=~7PTz0g*oc0e^Q}*^PNZ95)R_(#AnK}tuxp-;7LLP~C3A{3m#YLVbnE4K z?2dkMk2OX1B5Xjz4jbDZu&X!kBc-2Sb!a65CUZ-b^+X>d# znk9FXXNj7hThgchg$wA?j0VvYH#wuK;b+O z1YLlBsymkvO8B&KH50~<$DyykXFt%Crr)=4zo)A9G4D4ry0{aQt^YdwQQwuz@-IE# zF-TJ|Daj=--y?w!hr(2+^LPX^Y5|d?gfPAlYDhGN?MGCUwcurN8RyTNvoQXr}JB&ehg4*!bc8vqBAs*q6o4MuqNxyBoa}Choij zyn1qKY)x^>ehIW*Y0jVL1H2%Q5@6fm!v$d^E-cVt;qyr}Z*p+h+%dQa^EEoe;$mV< zm~3ajLrT(Z(Mw1pax^#Vf0P`Z1eaK6tqYA9)SMwY+oiaHfX3wWAwiu4NuX<`ks}}G z=9>2Zp8Bz~+>yi*I)DN2YC_$9_%Q1L^UUM$!y#;N%?SB{K7|?WJ`($E_{5z<3tXWQ zqrOZsVU`rv#9pRcf|tO+4eokE&_;h)*1$H8evdzP{OJUPWiUwLuFxx`C&&#}REhXp zq%&sB6ZFu85$-yalM}?FoEeKY?A_4;$o%3ykbOk^0{VS43Q$mYkeKxGe022qHu@(A zOJ|VM;I=|*|IMb`Or;&Vqfo2xbop(an)Iz1OPmkLTCGWi6W}B zav`cuExbLa=|KgI<(V_n*k;hOnEuGASN9GW<_(oFfXt1E2pqDE=FY8fQJyZ=5msM9 z!6D=E`cG0FZ0^J@fgTuN!F$qi|32iFExiaD>f9lABW)Y#S}1-Y{nY41tIlj${+?Yo5tslxzF|Vyo(-` zxhpV1p^jlXvmF!54*xs?>OkqtwJ)}i?vyR)aupmO1|I1hWkF#{i5FBzNE_c@mR%F? zz{0FrVk?qj-_cOXBe$T@jL%nDhGts)Z;0&l#8~M%=|dH>)aHeN>E53<=n#9xOO%yG z=aVqGHHu8Pxud>lESPx&ZtI84{XdTV5WR$0*;Dj_Lub^}-yd6XV4ORH!k`uh12qAY zLNKJ^Y$%#=Ov9Ts#*JfL%>W{YdSs+>!v45U`kObu1@g7~cS|Z4vI!y}X}6>!iMkZPL^!Q*2~A z?dE0V<#)2weHIN~{}UDJB6IU8*!kSP9ev}*r@#>=6E!r1_r4|H(RRTA&jrvvb}-%3lExiW(VmmT@wamau$)4oEzZ zv~Mp!hHo5}>*?tUj(gTfWp6sWo(5h#(Uvb%le(jb7j$)rF?^kmD>*Rin}Is(ze2>( zHdk6T{@S&#koK`%LvQn;tZXs;AT`IK0oSFao4>s}#+@(k4Y37gIBCs;nyga10H`^2 z7Es+XZ1y%h{#!lzT~z*_rzU#{(0AcE_4Pzz%XNOkOxu4`zh)%_>3jc&uA_>_N*zse zm&Rgx-k0CXkEIEd1Zd(O@emQ#>v!*T0M|oO4jwv`m0J7jS6}Sm&t+-gjfy!PrvTxO z!;vqC=?~6VbjD(floj<*4}-K^Bhg5sG$Pp0G#p2p_3G7;tBZ8fMr_w5WP+S+LwS#U z1G8j4&=$AInxj=!RS?P;RZM2iasAqs)>CC+@ds&j4cENDn=@Xu zzT5Zb%n8s8m43NGT#3H-Wm4oBrJ<=YD*UY~L3`%@`ODs_t?T@}0ic!WjhGQ9{2LsqZf?J(7Ep4m!cR7*83*W(CRFmm zGErCeiG7O;gi`4ht4^S*8s^EtG*l?hv$JPXh_Yf!e(h_zlWJUgX5fmB!Z`H0>s*Mo zr69kx?$nawkXc-?OHl>61bE|2Xd@L)gU4cnZ8OH$W`S$4T?QJ`O3%Eu>E{6S4 zadGj(ht$dwDH!1VPoEzAb2(v&TG+CeMn^LLvTRweGQX$ns`p9V0^OcUjPA(9{mKR{ zhT=1v)||UHl%63oE+4i&uR0qAB)usJEyNq*28kSL$oa81myeS>TySZ=grTKVN>9<{ z`{s6nU;VR>TF}x%oj^$i4#Bw!e&Jtw?tIGeqetf&8O7haC5+}lURF8n9pe-Pr{7hp zUL;LqKn1M`#~Ouzr;dqTx(e4Nj0)51pLW!OvJ<$n-=N7^FJAOb^C>YnuR5N0!S6v; zwNJm$zo!p6#94~g4+4{*LK+7JVZ@AtjVW7_s%3_)9;DQ>0~gZ!A$AS=i6_Y^+(XG} zg}ly;tyuZ=DUq70u3lA~l8BKOBg}rH!x4C8pgoO^joHthVNmuPwg8}^V4Cu)?XBvr zB`NFt`gas2!poA~H8SY}LJ%S6?MAG@XzZLVe-Ru+(m_r_$RMbmHL`<|0c@J&{QiH1 z2=`|@6gqK7$G-0|dXCF1GgbZBW{%}h2CoX=>kA?*yuI5w&om6ex_+yy+fmz)X_m}^ zuF`zv2=&Q^g44n#8!>Z=K(P->z3S3kA*6l}|L1sU?Ynb3<7OP^zprm!)cEwTb9JRl zpl$+cY`qtA{rbwq8LbbZkxS4bBcw8LM$$u{&I9-qba@g`s(d&vLJJ@#pxfqGt*7XB z4;x1ljiLt(1?i11X>#>bPr=PqR7x1fP0Y@Tf z^DkbsNOMb>55)n62yzDs^0!fXE}eK# z!7uW`#7#t1fM3ERSrwhDV;R%;<7CU#jyu%xe52 z2V9oQ?b=b;MwARR_a7E@dQPBWeo=I3L3ne!jG1xlT8AgXE#u$(wOWS5it>Fj&&^0C zh+8^;!6RjEwuNm3IaYdVb#MtEeaG(c?J?6b>}D-f2+fN zFSS_YxOP_b?>~Oripnaq)ZEhY-JwBhi-OXHh{mjzrk@4Ze;6J7{3NF5h|W_ygU339 zn8svWpB(U7ra4|Q4j!}m=Ge4+i;)kUzZAMPnuw+v6t`UvKET`+E0{9a00si^0_{;+ z#fY?m5h?(aq?4$X(xbQC=`&KN{nW-O+zh4BOWC?62bDkk)!nlbP0D!q(4KS#mK1v~ z^Xj3@y;lEO#-yz-)L8m){=uHFI-huN@=MxlP%y^Bl|&vg_r35F8`t(8G;4e(7{bgn zY+RW9R+OH8i3GNya&;kW;yN+60h_0E3$Ye^)U%^&=kx5`6oDm9e&4j9>s~AElkM|A z6}nZMbSugO?B7_XB!K-&*N-QcPEvdvz14Wgxj8@)TQs-&vydP(%kRyY=QeKrw^e`L zbDxMVyvy0-mNdJ9=Y>`~{fti-j}~_IYYS&V&Fz0gM}Q8!51f3Fz4&w`ujAP&p>dYi zNnX|>0Ac6WZJ6uUt4pmxah@KxHKUH6KmE%KKaZ>Kv!PBD8aelz|2;!fUG4UFvJw+k zty;dk=}$vixfhG?fAHMK#^1boaVG~(^}{EQH*>z$1J~*-+rKdhcLxOe z|4U|mv?)V!$PmjHyXR*2+|z*%ddy6ZtMFYz@*x;@9XPPQ^>l|mrB|EIlqn6Af{gaY zC@mo|(fZb!2avaZBx3M1MbpJJ_+BR@E7i0v7sw!B@Kj@J5!A+(()XE7jU91U?-#2l zVpt2}p8rcl^S=^p)qul?aV!Et#=Kq#RFaPf_f3rJ@v;z#Yrk~{H zA=9?*J9F2m6UPTMdEHZC-h@s#t%njQzMgHaHG_yBJ#yfFaLj@w;z)+QkoYYDP2m+d z%q4W8;J_7uLg)B*M!$VF+&(dJ@lEolnUncnz4T(z4C_a({o1Gkbeo6iiTqm+T}Nyh zbZ17pK=+ez2l)nSS6=nx@#F2=wo$@!l3L#L7?Ad<)tq-Ecn8M98S->rZSa6R2pyKT_?!>-#IU@9B9C@i6j0BwqLux_SGAgjd0N!Aio= zP{@%K#LT!vAKOsNi|Xi zLCT=hN-?sHU@)u{m{7+Tzs1L=$jY9AxOmaL!4t*bQfQNXk@p^&0HN6mO2~w?7TvJi zM^T5L+tD#q&~ow9yhbajx2Wi_Ju#25eS)eg%giNM%oi^TM#&i0$@sfcY>=QiZ~Qo| zH4v;9{5>S31UXeiczFJEWz*lwPTfQ(0finh?6LaxmM98hH?j|%2@@CnHc`K**(+Ae z!5^3$%(TstV#2^+-%l$D-2gww4kb(I3hoKj(Q`byr%{%H?Ob380H_l!YFbxN=E#1{ z7A+FxG81p3oMH1zB?yBxCQo*z@dG5p*dV1u4WArZ;Qs_DP{I4R$EZ!6>J8Y*iP+NG zy7HluyBbh6MrSvd-@sD>vsoqyQJouMSxFrtv>xY%&KRFqldxB6h74=4Zm%C+N^i~ zoFs|@0SkO8r%s!7p;caJ6RtD7*>3#DgaQbzI4)od-g={!8?P zsYdzw^y%`oYxCUn+k3HlL`7w3_7Mabm}}AQI@}-qWJt&=Mm9{+mL5-G?0UVlb(5nb zh}{eGm9Q^pOg|cPAP=w(cje1hu4t@#(w}NkBWNeJk6>$nw{+D@iNgk?qWh7X z?h%g+zkDUjY54UqIeDhZC*(hXTMKzKx?jd>?v3J{;8^OZKsS8wT=am#O@ObpR-osYE(P%|31^wmaCQ<0}@&m13u!odZ4 zGfn}}kuZYD`&!TbLC>Rw&b)-yGG6DS6MEvJR+?H2cbhIdWJD8_7#;wRibak< zSvh=!?qKT~JlwhCxOT9X0b`fewrqSiyiKqBL8a<1v#t_n@TzUc{t@26Y*9|fqgJ`z zKsN1vDq~>9|N5F|2%(343y2Kfm36$w?|vvP^%9OJ$A#Rc2?H=F%oi6_gnZ~XpIaEh zz7FnqQ=|A@?I1YWoCt%&|Di{Wb`iYbQRH)Gu+sFD-6xMajS^0FAN!Cg1P>lQJYg+ zloB@hi4%{bD`#?>Na-ocpS*anbkU-Vd0)vS2s{04Bg3QbPYWMDlXEWcXho{_lx_2j zRDSX|en4l!eMABm-+o)a3`C36WR$rSa2rD*uoBRN%Ybc0lTL_>mK9QxESuG24II5^ zsD(jx1V7#EzRpM#QM6DP9W@^SdCY;Df%g^U!Vts2Njlm%t@QtCPdtiRNC$=n4xdyp zQ9S4E(bhh5hQWE2)!8;tcka@qZlJ)xYmf%6!Nf?3_GWK7mfU@lmDNL$y_iHl9BRy@ zv(MmWj)Q<@WOM^nOqCqS9u!hWM9lRyenDDEWaA;*4t#l<#l@-j;jr>P8;(BCU)zBV z7YNMYu;2+?HmFnV)8B==x^@>P!`R4jj47$AwsJ77mi>i0EO$0`K_=x79+3xamILwd zqqV-=Z8n|yHCG$ieTV7&a01va>*^5{l6(JSsXp#bMT>J>vpTkLKFg;DCGnaEmm zOSANWv>hW8Oy)bXp7GhsFbsR}&p%XO!+pT}NfnIePd|?vGq*RxF7EMopF}d}9EW(o zG($bT_kCIbd9VeAV)AHwpS5vsxLtJ4vI*#zO6U*lv!S+FMa2b! z4Y23h#K|X~SkK@Aj8#^i!fXOY0#^T)dlSBU=nZ?zP;d64AZOOu&a6nw6)UD~dOeZ( z0cbJ!=gX~%Y}Zd;zfMCc7g7_u9KBtrQ>wV}87myjs)RTWR;X z+Ya=#k-ZWcTE|{nEBmXhb%#$5koQD!ZJhI2HE+UAwOo5-P9$s9skjmwd%WrI(?^dE zLx-`!O4i^*i;~D*Q`EWbO7H2nftS8{E#DaaA-k2)P0`sjSh%~QR?nscFxXnlWj%c zxGMS_CEpa}WEMvx029tlTKf+c3G@1?x^LNHb89(VKIRjKHss8;xy?;NEzAfh!m+eYWA&5ZdQ$4^#0OFd6wLNRunO)^63}XV7eKbbg z@N+LK(f&gQ?Ka(ZXhubnhe7whaq>d<`stH8nc!k4yTsZ0`k&d$pPtwy(Wzq-%)9VJ zLrpF3!Gq7V%m|otV-j!PBmiNzv;`LdVH8Ky;XmHFwJ~yfc9!7P%s(0|CpX_CPd~jy zsoR5;r9)O)?Gdsj9Pr+z=6j! zqi)4Co3|hzG&^(u=##bev$OT1o)%BfrK}-5+Pygcc!0%FDJk8h^Qa&zO4HK9!ag35 z9@!KX$Dpw9OL)y1&YmJFGr%f`kAy4m?jYeoDY zEH*d4M>~Q%BPpSe?8IHhR|gIlfNxZE;@p_SPq^8@)OTdOn0H4BsuDibm_v{FDtd|3 zAJ~q8JP;ce>FYCzXn)nqS^Y%%v?NLm9N11-fqCiCuh-pB&R=D?ynaKDf7;ys$+dFy|H|^MDM#fM@*S=>UxS18OH#Rw_uetUBIpYv_4voZEbDk>Snn_cDbnb zDAflX`PA_2i5m<>sgvFo6){pFZG-QP<43%NHa?#Uepmb7HEp`*JTf(R5y%o>Ka)r- z*wn{gDr1y#`K%FD7fkyuz4rUB%ewIzgAJx8_g4OE_p1zli(z&T?#@f^Kk)hBd#0oM zbXzgTO8v#;e&N+$BIa1OjPHABi~66|Ejt4C*ObpMv8vkf;a8PT`Q7ZdIXUlLv^Y|N zA;0E*&DvZZjzRgPNx2_3*Z#HKv%T$JT%6kI(T~5nygagR`X34DQMI%7KT6BZ($O6T z3*5!!q}#y;;XDAO#+NxZmN6Stc$mQ*yrzUm6{_Fxz^RkZ-oWBse7IN7tTaOf4d3Ut z7WQpBwJ>+W08x>>bSFU&b1EC+<0O>6OLl|C2B%FbGdeE8t)`@yW+(VX#e=psFaHOV zwY3+FHIIMrK>tE^d1JHrn0%H1iNC|hZhiya?F}5ZKQp~uvbQhU7$wYNpb%uwJPiUo z9pkCjR?hFzrN^Rqdb7;}pXyIloFE|zu8G?2$>%yUUL#}Ux{-AUFmYc=^~K>w4}_pf z(wCiGZYY{_#DIk-F0!|@CL8sXwu0oIC-WaLai`~4@k~E^PhZ_j6EX4GyW34-*O|-# zcTZZSdF{lNzp{bq+DmzefNfSbc%%=BZ~FP$(;y5Xp^clH2B0#@8R1uaeK~p))nbnQCR=q(z{2O zX}++X%%~|UjtvP#EQnU%PY79nzP)|-INe63m24TkS(9PMVN0)^m+8T4$;cD{RivXnuhGP9B(hX@5yV6 z)9V~HR`TmDrGElW&i~A?aK31DtT@fV%Pk%|YShJGe+k`B&I0VtSAvCVT1M=RH=EEW z5y%`I9TVPcg0AT@r`x7sf2`{zw0YcM3MCLEUD5Wn-gQ z-Cvhthcoz~nY*r^LD+f@FN`p5+=#b`0>mEjaP+D92Nk<&Nc6sYa$4{U#L+=UDznq- zX{X1B9a|7M{!O*psrl zuilVuPjQ8OaK?oi`i^@-TF56H!llxH79Qo!mV}3zzWS(yl(@+6V14z_u30_4r!Tmm z*&P01v*6!-{rZB5WrfvlOQwk|oE4T!7XFD?mg`SoT6*2J+A2UZ@2gANj?ogLS!$2J ztVw*!+4TqR(TT^G&BjbS@^hPxj6X!Bv6vsMxpi}#_M}O(wN>u#OCNBz{y?1dm<-9Z zT-(WmGAHiQ-)9rrFEPBQc}p52PCjdX2M;1cAjPGzR>J6V%0UW<3)6Q9YaYH#(V(sx zQqk|b7EnzehR%>&>~!LBR!r^Nd(Z5CvWl-6>}_8M2&rKu^~+O#Kqb*;xeXaE<3`*wMsz36>cuS#+n^pb?Gv=Ur#zhv-a={UAl}A{r~z)o5&|S>D2N1rm?~+ O&C@s5i`HGe=l=jJEoeZ(*Xy}nAOG{J3Ol#$-$q78w)3o_oCX=$#+PJd z8+s@=;!kEL6pit=^`@e(9U0lKGSaUNRW`3p$jDg8&dQzAbdDVBbh)g&yhbrqpQU&y z$>X_2ti62m#YWkmIeD_lnjME~iuT%i+&ICe?fFIJgs$vUw&f>#b!jx@e5umDy^?AZ z{;@(7osX7qdhz_lix;nt}ba^x|APL zmXn?Bf1j`-LlrcL%lOtupKv8ZP)O*4rl$My9N*mc&!5dZ^Bs;HIZ|0!nW~*$N!yiY zXSPHbkz-R=P^fBZdY_oMMbE&{P>qF3HB!{*#tkWx&s1!W&2QXT{r!VyY1;6k``Os@ zPoF;ByKmpYg9l~Y7j74qA8mem}FDqmdtzi?$+qfH2hCV zO)W;!<(9QIe^Xu%v&={P5e-}0X|wuhzDrr=6CHWuAG8sD(dhW;1pCZD- zE5ucaoL`M`3Y4+8ZAPGJ{pZNJxBqd{L3qoPDY9R$S{FH*T~v zy?b{|S65eCTRYLN(OlTj(D3Zpvn$E??2wQ>b01=3PhGz3zPdDfdG#C_S&vP|=G|K) z?dx<(H+t?L?B1LZOpIhiGaN4|ivw?xZ>AO2h!k%Gm zFfcUQ=tzi)?qHTa;HJzOLdSQ>zQ1xO4)Nl}u;!UrU`{Z$1?rLlxyRG-K#AicrFYi*_-JOhgWfBDoWZq?D+|<)! zBtAXKay0v|khA?22nk&$ud&YkDaTMfNd{h|WyQMpd{`K6_eM@cxf z)PByWzk)T010WKKxPu2ySRXhc!$?Nf;LYdEq9Z3Szc#r>tpD-D0XvePpMT%JeXOjk zs7_eeWzCNtJvw^g#M*4LA+;=iHdZ6qYh{{Z?pw5!8?NRJYir`4dYOO+4~X~|+qP}H z-u(93@u>Uv6|vdmTEJ&ed-sTiWYABBnq_nYgs% zs;k?Yk#SV=&sza3L;R~k&(-|NM69@$I}|SsJ%}rdsC*fVyU2#G-`v4;+Y=Xk2BigC zUtdwty!r`8AwLD#(a$Bcl4NT%bacD7ZWTn`2qz*W z%C=ZoSmZg3(x#`9oy_?3)pQHvzI~x6yP{j__q}@c>g(69Y;02!A98<>jvhaLeDwEk z(ur*JO+TSRI*JCN|DUUqMB&6LB~|q9oyO(MkOA$`}WZPe>UNsLlR_L4x#bR%-k~2F4?fr`y>mM zv;JlZY%gq>Dq`g0a|z$fv$WF#UznibWShLqwJ&=&db4nH{)`DRH8GL&Tv@=bTotppb}b<=@GJK5lAQ+G z2M#{Iag@*}Po7+67+?G|q{%&t&3Tz2EjjrtdUS2=L!P(|pX#@0_^d6>j?N6!crEna zBSvPue0fq;RrSo7L>Vq1341p;H?KNMGP?1Oy!U92<@c#CGw{jC6c-gm>FxZOk#SyD zmQ76T`9D94S=|10Cg~+eIuWcJP3}-Ym4?&oXC7v}f3KHqxi5XYQD3?Lp5)|YoZ)Ta z(MS6wWzg<;1O)KIhqce}aC4(d*T={VeK7~DnVFeEjr;Y*9M@qBx%pH_=BqfsIQ@omX?;EO>Uh#w@v#D@Y7M2lRiVcq@<*90>ln325RcZVPTb{ z-1rm%&j;mQ|9(}0wD4Q(>i^Yl7JjsUWw*=_W9ax8Co9QJfh4%+GAIGL2 zp=qerXk4t^*L|ZZDTdowf1?t$cAgzw(1nPm@ABFth9I_N^#GhPQQ2CSXlUgkg2k)Y$>*`va&K78wy*e znmoHN)sygW8Rw}hUUi}k>yY=<^zR?3k&%%AZDuAWzlMgIiiNNLd;`?hqn2(^B#vdb zk{ll1obNEYapT6ypo7=1T%n?(IvIO@*8$N6uLSl(M~>uOt$09;w0%k1KV)~oK&d%0SRh^g{Z>NmCb7$i=KQpNw6ter6wjXB zniKFbKmXFXbKGofvRYbN8XDh9N@DZ!p2tm|IthGDMs~_}ZcG=K$@h_uPZ>)2u;B|y zmznv=Zo@)nZ>p5kR3OaU?Cc7IFLiZcVPO~5)ng3}&zw1~G(`MIkG{_`zW`EI$5M?Q@}I&6I?Mgv`w8d%Kz0*x3P|4({1gW?u`S z2>gM{guhLQkC#(Wuv<`}#NGkxp(6F(bLXtAtUh|Jsm7i+_~`yTB*dqf`_Q3ZJw3N? zl;dl^J`+5RedM-PVtabkp9c>fn3|ft)yq`{&P2zTm3@_;-&R*QQ4=oEqQ3UttR6*` za_d$O4h~@A#l=O?0$m-QH@fc!f2QdvSH(A)yUkB%X=(}|J(}_EUCNs`W410n^rSsU zMTttG$&D-MFx(J}Z=qzp8@RA}JMER7(VlCPvgU;0#@X4~fq?-6PgPY_drQkvW!r%- z`&N{tBu(VyTU2$*~#jMj!mdX&~Es1#k9L-G1 zl`stGF0)G5^YOBh()ErHwgl~;tiE71g7$}v$K(_h6-`VI&3!=Gl$G7c`V@^COO=r^ zB08FB-#!%Kz_gyGv{ct#pjEu(9ceuH^O^)S_F#}k17JJF0s(p`$+O}~c2|MiY ztgfyG7Wy+(UllGYF8&cMg#|OVg0JnC1|1NCZ zA?oF|cH}~${huO~h}4vnHV~Ykpk1Noz{FV}E8@VgK3g_f$++)+$SgwyoFXWBE{!Ci zYY}d>e7x)Y)nbqJUq#o+~E)QPhHuL z3caP6zu#0MshZ8#y5qxif3OUVznq)fa$DOaxp2Cgy-lZ3s?j64`S_$PzQq#=1g5?9 z!o@j%Ni9m={^L+g9q&8^_!!yRG%%VVuVV3D9WIG7l5 zhi!}@Bc*kQr63>9=pUM!qG8 ziHTulC!Ig6oSWg{?oMex{O88A!RBN7&TB-EW6uxJ(G7teU%!req3_#(MiQTp5E2qX zEekYYV`GD_wFGodNEj$|`2$?Aanq)v!onvZAtE*o~QXMaRq|9kY;F#J+D#b?^dTrkm z7^m?f$q&lP<=;%CBqdSrac?sAG^0wN30#`Lbam4vpTtB?kqbu;#shC@Yt!igi(ZL( z_r9*G$JW`C?_>Gr&-X`Umz-3d9X+M2%qt`$#KAGpl4-nk>(*c7McLrJ?B?#ziB6^D9$j{id5Xtrdwf1xHkTGZ8v=O!)Y5YFV8a_Q#5Z zp%!3)Bi!8Yp5GZ^K^bXzd#m=XenDhZRA$A8ro@!HLY9{iOpG=}fK`baS$G-m|`1%3U4tinzc9e6!@^r)?^4Yw1>qoANbNdNOl_$O_W-gf)s zl|3hFgjFt{JNLVc^xv??NeuT#Jq9l(p1vM>gP;l@XI9gU#7Fuok<-Af0AF~&R zHQe8Swvt|AA|kY`CKeX0-@p3~^hQKP1@6#>NVn z)tTg?_zbQ4`g64!t7-t~KL`ZXWT0}@esF>&cv z^`5h5tFP6Bp=t-7WHGsREe-7)ECRP*FW0)l+H{jnZ+CYz%GHPaJnGpU$3aS#eA^)C z2?`3L&2fiX8X3jDeM>|Oz{-ap03{QENB!_#50BM1Z{Ccz=eoJN&hd&U+$1dWFF9zt z(jV#AZ9kAeD$(EPb{T|!(vUaap00Fdq#}ARez(ierlfroCmy!oy4~Pmu(e<5?Oy9! zXlPAIYE^NT)Uu#0@7}#TApgUWIq=N&8#ngt8J&oY0lKOV;R;cVM{7$;OjM1LUTx2{ zX*o-jaGFq7QsX6co64dEeyci-X2b#1Jd+#v%6Oavv8{qI!^)EnwC;rKfJUf6M0Mn|v%;q0ID*A1iB%P`D z?Q{73{Rk^7X{jo|5I%DFFePgi_A&P4+#=nHMd6zD=wkszSy(^l z576q^e4($Jn3#m|>auZjU%GIi?6*FsT!hFC4R!TA*I8~_VhU>Ny<*2`sS_uhDjw`B za2!7-Bot@Z)zMLC+kXZ-IZh!MEG0BF6q^fc#|vELVdCEsd6?(I2qlmmbh2!xkT`f&6w;i zmXMH$c=im4-`~^4+Ij-46qOGza1$!o6V@HL!GKnIC>Z|!)mX`D(UR4n0%jR^^a-T; zJS_*8@6_o>5e!G;C>{o@}jx8g_Hk zX^vEHKK0y_{{eA{-4{34T=)_$mb?23=wgG{1=HXIVs{d19mPz;CtqNdqK|;0baZy& z;2=hOj(p=-+Q$zGeYk;jESi7e)CQ2-0;frUskfK&-o1QDrgxa1AJ|^xM%&)~`>|!0 zfM)=HrQGIj_NFovUZImBBcmi&jk8ozQfl4ZGEngBZt=I^n?Tn419PsFY}_mkz}tik z11$%P)q&VMG4VDz`8mKXBV%epLbm(j44+;OASj`N?zs6Uhbi}MZ+#{iKJ5Bf)g!(T z&2X~0WYejpp@Lz$hmF5SkGPK6Uu42ouGZ1_Zsy2%dYRydx9>-vdkL*j%a&~`CKWi! zBl0L-$GO*tUDxa^#mNdc7YuJ8J9)m)WBF%Yohp=m#Y3ds+go<8W#;#9OIQTZH@ei+ zH8f;ds6chaNQxu->0P^>pm-WJZ#?>=|J@?PU!LLqOujqj*TBGTCdtpE+)Mi+<+05+ zmekZ-hmYY*TjcG13JU`q-NU&uQzOt~36*mX9bJ{k>il?nQgSl3kRWzaWaNRnXQ6Z- z-unQhFDJ(lT;=yu&HAkG{6bSUo%zRav}JK9g?;|~`BAkAIN#Wk^IQ|O-d)}D-D0v{ z=huY^6a`*a)SeX!P0jDa8_DlR@g%cyM2QptZMji+Te%Q)-^Q#)2jx7E!Ja(=P<;xSRtmiqeioE%!#r%#@I zYiyi`QuOTEv-|h&m)+a#x76%U5pH~Uf;xov=?zj z_r0lwx%uUf?u%{N*V)+CCiaCretZ@;PEipB)X~8~zt~fXSo3lorR40PZ@ydipuVD< z0lVkR=-1zwr+6h@|0?&=huG0jXSok4&q=j`wMi}f-W*wMLLhz@-`mx>rZ??N#a#7b z+xBUj8)@$D*Y7UI36sEr$QGdw5-PaueT~na-4Um z48R+h?j;b(uk#RDu9=xBoH+vy@Fx74oSYmLal1s!u0L2#sKb3~xJve(ymP&n?A@?o1L{2V4lcFm+L{_PoRWGu<1e_!5+{gYzPKUN1VSX(ioo@Z++45I za73F*N;bG9$HtbxyCt^d-MdHOee!c{?d5kS{@K~b9j{9I%e~9ZoxH|yhpg@uNkC%d z<4b$<<{=esmC*6y@T;7mGenRzfBABbJM;n73vmbTRfd_OQ-?tF*ycVI7Lrg08q_Ju zRpRm_x+M@$g%b@7R%rTr>F83SO}n`P4_B3!zcDC+uF*)?;C_1_3FDBRI>gC2*w=R_ zp@hYBB&{h?g@>O%=l%OK8Y}UnZ-WB^{s95~n{dx%Bqa;~r|?CiRCGgRJLupF;{rmUFg@v(sGJw1iZ+1knli0?|lUS~Fd-t-?j-&y2aD`Oc+S&rV zja{%{5Ec=stf(jgMBwA&!xa`6e=%Z-y@4hUC#&VcwQB>^>}NiI`O?SpG&B_Wzh7Qc;C1uv?Uy9HwmP`y5*9x6^+j0UgTMrKPgq`QHNx7w3|*=$8WCo;^e} zcUyYtZWqu9?hqZX&Zk64NES<*)}R^@aw|9JuWy?>uW@%pM1FqxvTZe_YyUrWA-`+I zO=TA>pr1mBLrZ`;MzyXvdnCMbV9UHfiswm|H`~lD5!-siz3i9)xRR2PK zFfM4&O~@4oaFURys;oSwlE6XZUs6&6QV{y+5#`RE73@|8-y0fk4%I=64B>Bon73#L+;1Sk$;zNydR`&-lPjSVZP;$cL6Hu02JmrLB!KMxD6t z?~rM90nmc&F(~7gnwm@sp9SlQB8tDD zxH`TS(td$xV9Ed+iYp4zcvlglo8^@&k0K)6dOmpr-p-YcNu7>syridB(2@QrcU{CG zr#`JY4oS84>sKhZXM&jmyQ$_-+aT(LibIx9PfM$ym3EmaZ)iBLs%j0TbJwn2y}iBv zsZ&=TZH5d1@LyO|G(yKD;rLKmLt0Q!9dQ9jyK1@Pk@o1CH-!{*$~EEk1GC zzPlh>K-SD+ zw|=2bQOjy_|G+`Cv@8HIU;zTA2KoEP#vGQA(7SZ$lDxd1XDsw3kDDt032Kh2)Q_)F z>!@^!@rTEKiFomXgk!?OMC=BY-+GO&ZgFe`YrkFEZ~hjJf&0QuUZZH)SYEvxUT*FO z%A9(7df@0ZtXY;nQgD!LzWn<61oUM zK@K=w|4cVDOodaVSIPJ9St%(GEL^RJ4oM_lfC_CNR5R{5fZGJcqch85Pnp1z4HW;p zUUQJRAmS|C(%0{Vr2%C;aR2dbhUQnUG<^S#-VaU7kB^m#5__I97CZ@F*3txQZ#kL9 z;l{Yp(NXlV5j|7Tff64InCY2GE$1m&$I6{~rJBpi0C7)4Irz~!W0h!nzh)ro*3O;8 zqS};*brpl9^p$0%aXTPCT78uvmMvBdIs}n-{?#islsyNBS%_=B+mZjFmR%R37eRR! zWbcOj$ioT5s;*@1dws4A~5`!Gc$Gt4pEytK&j zfowNPwYmNB%04Zy6!4h;)K?1f^3Z!CMQvXpvVu#(%DRCSCc~qU5IZCju&p4Rg@uRj zp(IyQs!2C2#=gZ4O#n%MAv^-INBBcS={q$w1@;Ex+VtABBKO5_RaIQl(vaK6-<-P^ z60MY8lWZ%M>VERC4|GRMGwsfuQfzG~hUu}fnW%LjKA^$BM@IAuoo&~Mt2hvZNlJ5O z(K!10`+e@*ITLhXalHKmKqOZ6e^;E1ERBu(q06CGqrpR5`U4>m+n~Sd{ljRJ(CC_s zOHPTEgby>`+n^;;vy92-I@vD~X+`Ik<5D!S#T^|BqjD%C&_wP?f_tFF^b)8IHaZyn%)PlhUhrU97`s0jLf3xhjCG|Fes=DGYC!~)K>YJCzJ`H*U6Y6|`% zDyC8xZ)Q$TrL}Im5;PGofE_z_{K}f~4)Ai~hkx0_|5omYM)G&i4F22{hFb>6VX^V^ z2iZ|*b?^2%C#WvZUp}| zAK6%ha=LucIVhba^>d6Mo{sDlN7h1x?Xpz&> z*S}$I?hGH2JM>G2?Cx6zU>my+h{E;B1`NWM%g@h;SWz2sA{}`n zGRidlx*ybdc-S1b1&B?*z_I%C=Z6O+9Dk%}HNVxr0HGo|xuhE!Sd-WtCVPr?SS_cc znHCzlZ!Rk?Zd0)Q5gwk?lmkOUjP&#!1y1R(5GpGxzkEqaPWJaC=N-!amwh&;F%;Ph z7k8<>9=uc-(Wa@g-J0ClMMVeo6caR1fM6i&q3)`yd-FjttA;S1x6-?L(_bwA=9MKN z$!kpr({fNlfU$Ejqa!0F0b@}@A>!h-gHdEhK+$PRBfZ}T1`5%(IJvk;WD<9%tH=#q z4SN8f?BH?Br@_JXK!i~L>G$u?cb>kwb7vsx1t>mr-(GYS;1XLqyU}19vj*>V=Nc7@ z@3G>JUAwyS9a4RL<;=~8Nj{`3>@oC_nB&*O0G-fD)Ab8D+1Tz--Et(of&v2v4i7mX zF^7M%d)qd)km}TnX>A2g0wOh`JlYQe0!V2NC~?*hB;Y+##zG|3zIf5n+LQr953zDrCNg3Ye~kF#J=J-X%zs(pq%< zr}#`%`}3!$@MH9=s$Iprz0j7=x-Wf!dfnDjQ+$?scghQJGl|(P+em_R4(rNt#EcgY zAIWMHIG2jQBCDOA^!i59kIh#WrhV652$}72N;=HVO|$RXyNEBJK9R*}!f%CXgmBbY z_eR(C&@AOPm~pqn8yg!t4jLL55PM2|lnt-$^Qj-?dl|kkKTIlD6Q%Em3;dONThRkM<<|bYyYsi^kSNH@%=(aG$on2SD`-LpPJ!NorvM{XX3W5^&wpPW zCB3CMKAzl7$-yD}=~GQPIbZBeNP#{+r|s;7WJ#7h@}}4=fO66Z5q5jh`E38YsKCw% zRXu3s1tDC)G9rS4Xh1;$0ZPy_P?pZ0r*d4QPwf3OCKy;^V`cR)Ai!<*H-fha6r97~ z|KAo@#&Y$YiQ9kIOD}z4R+exyS2_e#zt2}0e-d0~7L3)^Nk%weCR8bG9VJCYO>J$V zHytX<##0u;ZCIwz#Gpl>f5B8Cg)C6(QN0cyIih~}DTIDt1KW`r`jz!q6y*b0OVg4r z?*5M-Q-kNIF}d-wu|0YAY`C`<*FH8WNg+m|UCcdN>Z0JnA)2jjw>hTVAp{_;3l|!G`AxTf^%&&hMM3t)63Tt0Os+hPqIk%9LgD;v}TC({L>)8xVxrk)YyN^*x zZ@SCp29yHvv0n`q(Uc+COQpY+jZVR3re(Z`3TX`$P!80Vz`(%H$opD5q}}X>>JUTQ zxpixDTAIqabK;&W9|{WGPMDFe6V98qPq`*hj?l!eTsdl5OV1sOtlH?vh%WL&QT{p= zJ@1oVzP$No@GJJ*b#wDK`URjwS<6Gy-XvwhaV1TyYI3Kn9jFNXBbYGD1?SsC(`|T0 zMDJFgQjoSK?(9GEb){eB_!{Sl`tRraup7p+^goZ%kO@prt|g~(qBnTO0rw?*A+tg~5BafKg! z0$|V%L9s<%Ytqk^v29=~U!^~%tLuXB8C0qT8USllMB`xQb*CcxYQ?s{P6bMv+No3C zvawL~Es!x=ojSYWFAI;e)8r%4q|#qfMJU{+<3r=mpK}1)sH9jD_fiiOE&e!p)t>q1lhSt_^;c6oTcjinb;$8nV2r6^NRFstw!S}%RgWule zzO6xpba}`!0%FG#fBw7(E&{lP=q7rnyAk%tM^!gBiKYv4Ck=0tj0CcliiU5@DQ4`_ z(jW2h17AXcrm(v4LKe*6T@N3iGUmM@n2bb*Ge`(qELG+&9?lTq5zLfguW$fMU68Q%H zPPe#6Nd^2I&1sVEc20$lM8dC~wKWKD&Bykq|?)cY31k(N(2MI9tHw(I;#`PrJZl#>d9c z1@j1tpS=DCvPvpmUjq4Md;EcvYiNKY0xfclI4?7nP(|356*e|r zV=b8mUdKL>uh;a;Qb8#PkC}Xi{t|ppBFCot5GgVKIVvh%rH0Es0yd6n)Rn$60n4xxqNZ=)m$s^UI_pI!49< zsJt;=M3-;zXAzxoa9DAh8M(bhj}-ViOdnLThjPt;+6RUc@b|N4FwPygQbeF*1H>W> zC=E)D>{7&W5FkKAyfXI;0$0R@htC6`Vw7R$L2*ra`Gk4qo%UNuVZcw_>e)zcjf{){ zbQ9)djnEg%LCg*xHV3gQUL!8U`ERwlkN8!59_b|pDNjbGyR57qq(moj9PTef>WYEg zo2dR~r&;QNLj(+^9mjOk)YR5*4`A8PxBBf-{@;K601bxY0@4aPF|)etgbg*}v1>|T zeG7;Nq)6HJ$=$j&lWAO)5w(Jr4=@%0H6|cn^cI_-U?vs^7Y7GQ7mREv#2tz8uAk&R zn6$1N_je}s&u;@wqr9Q0Ho@L1^Zh{8R6e=m!|%UHYy8^IbwmAxdnB2tl3pn2SC-}P z%Ld_O&dK%luWWv@&&}?YN|bzD4&d|3kubhHz3cEme@BC3vmEG~DuX;py_UNq9E3NM zfb;Wg**BHZbBycRZu!SAMbdx(7a9 zCwR*pXFY%$8O$J*`1-Y?UW89O*Sjy} zP!b`RAw!aH+g}+hLxhw7ZRGm(>jh$9kc?Mpz4Y|;A=B=orjEthJ#u8Erw2nHwU7Mu z&YwqI6JHF5SXNpp9{$}$r{S*`w>K)z63QHwf2Lc(<}F)XU0gW0xY&KMh5kxBXV@P9 zdx(hlZrtPt=xh)*@Io@`MoY#iJw4KqDfin@%K`*ID+Q!MI7;d4S^uD*#QO3CjbwNq zpbRim?mv9kQRL>Nth~eHEGH+Y^1aPF{`SKwqFV&`_&lIkflJ!pQ}NUP)R4BZes62b zM=}Ueci5iSua5#(gMFkSL^N3YTv=gmc2?^==|vB97AZP_ZIZ9G(Eb;MHCA;a9S&>> zMzx=w9{!Hj#f#r|hdzBulG?$emxC?mLM8kdQ9?m5{Ck zL&T<%#j+rrcp`Z8C_vM1$y-Ps4!vaLCI0-EC?rh`lUrJ5OJqHL_h=yxe8dwcw6$it zM|Wd24J%z0;(bZ69_0;3vCHrQ;uE)zu%rdUf>#MOB~8KLbF7 z;zPs6Qw%6|2n+->%Uo5%9>nGw`TJ?>TIkKMQ4%NcI&>&LCr1Qp05b((FGyMcPx(I`4FBS5+iJ>DYFCzK5$nAILlb8ce>Q|k#&95#s`wZ=2{YHdIg;LdN$%)Vn%vV%W$RXU?||A1VVx$;#e=e4d&* z3L^|613nsqZhMEp1MQ1vN@78Kk`}Edo2K11JsESo8xt}Xe^CawZS4NZC;GwkGq&Xd zGF+{G5-unPr*d&iu}4zHZ3BkSqO*+szx zBZ1T<*9T0g0!x*s3~W<2UJ9p=Cy<(Fh1YXZeYwbR^U-o+J?HBq_+8jVj_FDH^G%Bj zRTMpWh`)j;azQM!naZ{9M0NxU@9I&BF_JCh{W2xRb)rLTi34@MtE(uVxdoiXb9J`a z`t1rZ7oY-w729J`k0k>1hO0FQwqRmGw0ukeZeLln^F8nCDo(2m6~<|-MNs7ZX;Rp^ zVF=j`KvOjJkVlWEdP+8-UZYBkt+>0mEW)aO=gPjUz1V$c^LBhaMwfi3O8JMO&>%*T zkd$P0`m|3{QW88tbhH8&!`smA>YoY1IPPgS^ddFg2m5$h3aLo~>uu?wfq`u6&ivcA zZ=>2{XOWYWL)zIyv5UnQ-iP)Zos!>yV}=7>h<%@==?dQlG)CRD9qaR$A#$#XvD1{SiH(G@vR)aFrKhMX zH${6OBS7_(qr{HBBGEfk`yBo}sFBvfrorJ-Bref}H{-1`RP+Has%I>I=O^=kLLgSAbcK zydNgvbw0CD#cnZSX{6%pgr!nzT`oI1=0L1?@L=1jEV4sOAH;nh!5A|527?DzW+c5e z_4VtFtgOrV_7;HMP#KQwJ?AtbU9}rM1ho^(!az?C;@W+xe9TZG=L88FlO;%VcCN#$pNujzS052q!`cAu=nTUClBne7k=@v=H|lOoTEsigQ$c= z0T7^xsVSQ;qQj%Ty{v}_HX-6}b8n!AfKwpIcLEs|DyrL2d6jD!MFe!iGLngn1gkfd zxGTZj#3cU76OEzVD-wJNd{W5@?;o!Splg}I93z`AjtMCB@$c& zNg(JFS_WCJMkv-({qvY`Pn(;Y!^6XyY=Bj&NaR66G!Wx(m`f>ep6(o_%;en|U;B0D zb!w_{lM%G;+1@e=Rhc7dRFveHd-0_r9cz~3_$7#axV@e$3s8$UvX*BgAxpy~<*KQ# zFU8J|{(Kdkx8>IH0+6jm@D5~O$;&;I(jp?eTs6WA|(w9V?j{Vl3xT zde>I|)JNSz*%@6a65PBFbcgemxle79RR4Z>=nT^cIz-%{#9FksMf{-})N)tm%3|%L1!gCN$HyW) zpEtvMoFQs*!kzTz?3i8DE&L|<(ChTiC#vHJT;2}<>*~oG%KeyA_Vko)O3j4|Go`eE zo%)X`f=l*>g9hy}BuGNm!wH)KzTG=l=!GR;zHoDL-W^H(zw-tbH*Q?hF?)Hhc@86S zBnF8DO?R=^BykCh+ltK`IphnMFW3Io0-*=P#f?QV0tEIzqd#`+Ni03|BGR|2poPW2 zpFs*HI@;hw$Zv*qvh?Xt${aAW9NRSNBaFLZ$MOA5Ep7jE66P)yRDw&;+oPg7kqnin zCndb`dHr-Anb3Dgae}BDs)n^t(^}-(kEK0OXroH=_mLq??i@fg4nPte8N;9$@sX60 zY9(*W*tm{PHYcfPL*c>v05(8`n4RfR%O%JiI1?+Y6#zA)q%f_F6hlX`SBx?z=2f7g z2-X@vrNI0;io5@P`}u9K>&J1tV}c%nEi{RZIm)TO2j+hYWzAi>q_>sAYdm|w?XR-{ zI_U~zg|JJQlN|{@uV(>}xn?q%T<>nDN-Q*Q0RNFXe@k{HX*onl*XfWmxmxdzW0DuMQ)<<^E*R}+M1es5hG@jdeL+$pU4mz5ivS66doCQ zSxYMv6F~a<7%lEZS{)$M_VO{@)UJ_JnrYyEA0t_FMAp$3MZ$jfx2MqSGzU@q#eIB0C;)da`=J7v5dPuI#}@E+YARAL-C zDj3mUo*p^ywY!3UsoQH!A8~Ck8*tH00 z(1%6e7o}~WaAtY&UjER4ZeihMV{ZN$hY8}OqJpdZ_~}z*cD6?BpE7R;d%!) z#oST!c4%E=&YP6J4f%J!jx5272%zOFjd^hY{*`dPoACj!FJWmL8g|3oX7QyYFNH+H zsTz5oYTJ$-<<{4l2FR(j+J*k{%lPm6cAZ%DKMlnN!v&|Gv4|gVBTRHkoIYI!3P8HR zurx~UY(}0W>d#{9Xditc8aYY}FoKHLuQ<#W05E{7bv{3-@pSsp)-@f85ehKjCmB?0 z20c?9Ea4;yEzRqXw?8UD(}T}ePPi7VZ+aNLFk}a99yrq_-3JfV*^YxOL z0jx!CX>xM1*rb|<#y<pCr_SSf06-17{^n{+)PZ?mX=857GMpn-AAr}F*-(-X;0g5oK0XD|W#8fA3m#as4AUdXGWJ!O-+5pUi+rt`1 zaC?JUFK{Xyf4pJez!&~ydXw! zgM@%iO6;zA6yswwdrI_Vzx`-TjT?Ku_0(inQB7^Fm4y*aN&m=5b*Cjxl@Nv4EezD% zUint7$Hq1=X$4ThFU8RZB$eS=9{uXsu#0!7XOl7}9K3tOh<*H9kl1zqGpJ%}I*2|7 z-69{kc^jKa_{P4EK73d}i-T#2X@rcjKYe|DV@j`>bum0CBxDCfMahb50*@N`XR8)4 zt6hvD50yD>+H=M+!~miYbuXd*TQ9e2I!`P{KVNHnJ4L*#BV9eQmN=0R7a2lLU*rnY9k6$H{($01#ccRtGa1>- zswLJGbTTh24~*A^J$+gp*3#0#;tM~US{5gUwyz^Zoa)`=FZbK@>@z5;pm~S~;m>`k zx=LZ;!6eJ*7DU6xf4sR1&GcoXc?$(E50CMhg99B`!SGf}TSpcB6ZVbokzE(D>9Vr4 z#1l#mcW-r4LPPkpXO&7z0%jeA70midx)NUF2_Cq#*c4ErnT}iTm3^I@j9g(V##9kO zLHDwEa+)+f+ajlv!Xu)3^X5$m%*Mv-vae%fjqnT=95qHI5g$YLLHXW)#O(;-l@3G} zkNckn(uVo(Mqs?3IJyHz@$&m_^=yO)uz`_zDPEZgz(vBMhQyCpNv1Zg?SBSkFVILo z#%=|?^Y$)zCTRRxGbKGe9poAMFdP(wTCfXn%K4a!CT+EYVTy;)e&9T7VL~4keelx} zl|g=4O4i4_N+~+I2ABRRB_NwpG_3{az9MX%)q{lLB*g#g@<0-p*B9F z>P5+#+f*f*mfY>E+S6UoJ8k!*bFR#Zq>-*fT0B^gte((nu5KzUtv~B{u&=X-HhHa6 zydb!l!@h=;FSKfzg4}~=PF&+tVQ$myG``C~ZA6_J%br<<@m~c6GX%vE>A<+717zI! z`85PmM7duEc)h?5z^iNh6=gVHw|iUgG*UA4Mf^Q**`8Y-CQSt0?_Zd|Q{C5h39Tl` zQiB>`Jo&VGA>zdG`VVTjm~E+5o_cu&2>nw_-E63V99CRh)AE~V7+#_A|BlV@wWAec zI4H~_&@5>sn%=N69r~FxOq0a?KI(3pxM=GbCsjGoWdWKASUt?F*wgo(D8}QK85TGO z*6i%UgO6a~V8{zkJGdP(hGz;KMZqV{zRRdVd$+)dL4W`I>&^V|tAK%EN6gLpUPEwL zl$W=*rR7;b%tq!Ap1ABL${PnecfOBfy+hTxOA+cVo^jC|E(U{|z>*cC?~~MMj-rXd zqqXteZqb8us6;U#04AAN``d|&j(mvlXm4v&J?&)^ zlAG<7Bp8s$Mdd5!yJj#Xk*)GOW&nAR{Cuy;HP5M@QzWpOUq$W6IIxZ{LlqC*5kU{B`fj|2B1NIWFpy1a*)>1S7CLN}E;C1w91D-R1r&X+q64J5EQNM(KH6WUD#X{`OmPyG$K*@i_ah6;E z>!d`}z%!k>w14yR8-S@qSI;qCvJ6P=Hu5sm`+Z45Tzu`viM4{d+%WN_T+9=Yro~~d z-~nE}#*P>0s(LUVNE+`9I$&X9;+wRm$JL#k1t;U4U`I2KTmiJSOwo2UYij>;M4T|M zg^NmX+C3?`Yn2zoX@`Xv;Th*3ad9YStjc8V$g{zbww9I*<`9cHzN8Z-7KxroIkxu0 zz1?w}fGwbd;swWCN_xZFfGwB={R1t8-4`YFStU}GWb_Bho%gDX=C@Mwxj-Pe3UCs};&-TUto77CGEgN|GZVJgx55rVqcx^Kn%wIS&zky=cfzq$xJ zK5MNns~~Pdcma9_`bEcr0LYqZ`UfbZpY*J)*Xp~Xs!nIGd6BI>l)|kr(J$Gc{$159$>~3pD>pb~Oa?AX3*7v{2A5sr%Xfdsg>}DQvoDepp z-(P3cRbRD&C(QBMTyP(Z{Iggn{a#DVePtmtFm#qcaxuM@$4`L0l7=EHDo8O3yV#sa z#6F;jLoSKJDAIug;1C!}F*7pq7Jv4P=SmQ7v1Dh?e6_%G&S{xsdX>mPqdPL?7P6}H zR`3ar9KpEwS%B}fZY1T1Ac1XCpT;|uqxj#Z>N{^Z>lj5npW-`4v+&CKNmS){u1WYO zy3mlZmT%t!eG+ax=}fyIQO$oUo`Wu4csj-){dk_V$D4;|wrAdU^t_Q{-HA}mi)YUe z2oS}k!}PbjdDH=6>qm>G?pYdSg7L?{7NQH3b;;(?ILg9{wiuR8tQV4 zm|bFa_AC@DIJ0P)7`_&C2Y~cB+KBt-E&d4B#~7@1P?0aK{kX zpv>KiW9fY3FehPl$PL+uhqYcs0$Bq7?YXxd z_dA1ZLeqn~mC;HHnPLHASJgtz|M-#UwYD5{lLW&WqMS{O{{*;j0f3nUXu$P^GKH!j z9?jd{_Tu<;(a93ENYTu|bC4&X97jY(S{WIY2n7+5D76wHF=D8ANF(9_X4K~{yN9P( zzqYZmpk7h$Z0L=hyKz0q8!ZyD832~^6GJR6tSamX)HsE}{Tv+{xG45qY|GGXqdt4u zIHh6)YDXDXB04N4WvBC+FZJhBbUTXd_bF+~Fd~iL7e7H-31cO%Fw16UMskGkdHuH2 zcs?2uPh5R{67ypAk7-3BTG@tu8t-IhIG1+~3=VEP#uk;dE4T-6Ix{QlX=uU(nGnAG zj(OB7aqfnm`c7x-2O%L%P+Op!A?1jXs=9Oure-PUXrW-cEt$ikqq*u&P`L}2+~u!%OB^|9ypHVDpmhMNO{3;g+`UuPoJsy}Fe7hA{Do}o38oKU;7Ru}l!4l@N z^z?@1#YJ3qaQ@<^%~^I^AiQ`&yhBOBJeT7VJ&xk_6`;*X0mN#dUwwpXj+w{d-@j>E zC!G&1PZqC{FdA%Tv|m2`{O_QAAl#I(Fw3r)nBbW#-$v|_Tg3+|DNdQ6!!s!G5(_VM zodu5jFuO~v*OqXZqw|Ap8OB7lwVe=JLK{RIMO!p^---(b{Rgh6e!l$?COR3@+Gjy^ z$!!kG*@0VLuS%$l$F0!WaM$Ri3n}WGy=gqZ;^JAM?NdLk#|X8NkX}Ewx%nckRK!=1 zC!`i5k6*tyG#5nmu7jy<cXi{Ni24QLh=bA}+KNeN9dB`U)b)XngTJ7e+LT`no#Kf=5AHi@mfirRY4|RF8D?j<2bk#K(alr*EnfM$CFZWV^X?) zXr9QX1;Td+V$@DDy~=b$xyu*ys91o4GmEQL}-|SeXq5g z>kNkgk& zXF{%YZB8s@02$aW)}H~6O-($tjpEIj}J|JVjz1$wPL5M_?%6L9*%BI{Pa9t!G#p{qPv8&G(bfWxYD?B zu|(f9&z0*oO6ux)RpY$iCD+TH@xA;k6Q@|eMCiR zE{>(R%gzS6R=N%EA?w2XEpa;T%EQWr-tAPyVe^PJPmxyI={vc#)rM7CJ4b|X(4O2J z6@U3?isY>B2+x(WXbMuKv(Pyw9{z3jahpn7ol$r`2UcEQGk%t}eJCho#YNhN{Jp|= zfRcYeAdhv!@WspS81|38B4Z~V^LuU6`l`9nQNy%!-T*@E3h_4x+wS3k{B;u$7|^Ej z>7PbkpU=*(tg5nHwk#373IYuX&lC$=pYMBV;5RO0*IN-KBa(nbRzl&cS1sRDYMMS5 z_IB2j%2%HfQDdnj_%8V03S+k&JNZtG;n0m(KO~u zUfp341q{*&femfF1BnL4B9!9N$C9gun))eNjC{1<>CK5Fn!;k@4{a867#n#zI@$@V z2~dslKclpJgl^FO>)$_pI=^?Fxyn1_M#UrF9**06x5j-TN4@<$9h?$r^W;gBeyo(+ zmVZ@2>z?DX>uQcdlIdc-^n_J6>%eEpQ}ScyIDFG>>pjl0=WQ)A)xfY+IfC!0_OEJu zODOS>eWNVu^I#29LD@lr&~t1apBNVhiOI&)RMM+4S^D;-H;du8g7LW(4#64qnE(8+ zTu?VWKbrBKflLJKie_%roy|71K$?0JP(elL&kUa7sd;NZ++mdyw8-8iElzn;ZfCdE z@Oyfp*ViY*##LK}ma?w}1R83_hoJ+=02+r+jg(Q0=TM`q&KEbIb}wJSGj_@;+B!L< zk~hG3D#*`Q6s*GpX9-}+7X`t_S5xlXfl}gXpI)lFV(INUfff0m(vlA@U9sXT@%F|I z9p_JvST)A|bBrha;h4lo4e>oYpOtG3;{LOkde(S|6rpHzvSQ?IM|yxwqcnYvBHBR& zNXALICaH_kkWWbL(SbcYYt}A$3$%ToB}HAhAQ&Dep88W=;&r7k-sR$2Pg6(v@&%wN zzz`gYO-JfF)cAr6$#Mc{o72qzz{wUn*pef4#}^t`MbGppv&qp9)_+KqD{ zR3pWwY4{@$+zWpddDV+2W>4j~>S@)IGxtyPwRsKm&tcOh!I#Bn5dt$v zRbb?jx`Iat7gtnrehFMOY)*bSLnu1${zg)l0~g7;cf+>A}vJ1jZuvcYrf@@lIj z=g*kc2$5x0_RC8V7M5`D=nc}I{t?KBJ%6*ssR`t)h9_xWL~!UNP(`wq4-Z)jhayH?g9ELXEIYeKloTcvXBp)YVanG*WBJ zPZyG7XV+1Y8q=o>Ud`+Yy=9s{Ib>2;aMdo=plzh6xV!XAwM)EGX)hC+nZL6 zq%P$ar$1Z4Kop+G8f$Ds{t^-S5g#z^8f(m3!cxKwK$9F{LzX1``lEQ?MM&F8sWjheF{!T6c#B3OZ&qAiBg!POcK!@ks z+r%1S>j~~9b-#X*iP09AsEc?>aM7gXtsc5M^zFAJ1+N^x88s)QNzLm&`n;`u+`Dt2 zBp!8@R;1$#(#^j8k_rVMc_^Z2lA)+~-JqYNxAO7Va&M1Y?V0>Y#k~jTo%w85#d;|QBm40`xAqA)RKU(Yaa~WMoLGc)oCjY~^keYHDRQ@UqYN3YE5{r`b3gx5w`lqnB2e;eHMy=ejv0(*d? zk`IzKZRhIM7f~b6c$GTGGy&y@xJdW*GW6+ZPM)mCGm-r!?M?4+9ZYC2eyiraKa@s} z&fh)4Lq?_4@X^3wZ`Z$HuWmu_c>er@xSi>a!oiEmfgU)AXVmb6e7r>~Vh%;3dY`PJ z;Z^skmu>}F8-)kLSB_APpyvjnNc$xQmTzB5Mx?dj)hIgLkYtR5G^#1;_n3|MD>88{ zQ$6!O;M_Mk8+o}xCmJafmT`?Zl*u#(=T$5!{iy8iUKfM2X!G+dw2h9uDTzgtOy|oAOGL z8ly%EW$cGqfL~#-`~_q-DU_7AscVT7H9L@59U+j3Y?v4I~DU;110uTK|29 z>NH`Rr~Bu!r0!hf`N#jU6Kj+BGstsgF*dUENy^zN<0ec9m_S6qTpa=Q_+@v7@j<>- zMwto%VoqIs(PG%)S^n9d~RsW+i3~-?)6-(#4CVhI$#^U7(jQZ1n8x*`A>r zlH4}h+f(b28HAiV<=Z%Bv$J#Z_MdjF1RhOD`op-4vNGHnyL*mQmy61q(`#E~jHARx zn_exey`x*lWpVfIYiSLy#8M1bV0`wToOQoID*zl(LZa5Yz0sReFg;C%P**Y9W1X3* z*Wfme4m`~=-;T4lw+B`xW|xWRWcMa>{$A2LL1)gLpU)dl9dinu+B-G%_|2M~KWFSM zP1qQC`g8%gaMC`R90zrncBDk`p#bJO0YR&%M1y>qu6T&O$<3AYrVDWyUH6$YbJc5g z#xfD2i2Pol*wJO8&c99vK;`bmes*dn3NpxTG92u+&cf*mxpn>B6}qj6cl7+G;q!Uk|ndH zPb=Cs?{?I+)UyS9dbK&Uyes%RBiI;uYsOz~?m4G|%kzqR{k1M`%;WL9Cj@ob5xd}h<(6$yZO zBBdbqZtmnJoHcLWwK+X&S&g?HaU?uMB1`goN3M?THg5UNS-2OnH|4d2GQj!6iux=g zrHtpH_LI*NlPL~C|By=I=Z)W~fYy@@uU`Egz#i7>r;i`kLgPR-P+1A9HW>1bfS_-rEMQvn%75cu- zP~GL;JtjKZ3ram7mE4Ou1@bzZ1;mq6ACEOXbjIY9=Yz+vpcg5G=$ok5Zj;$bSW6ka zM)sf86aT~yN;rM)+#ethfC!k>08QA&mB9p}1546G9zI8uyy7{2!ph3}rlynV|KiJy zhy_7BC=oCT77h|mvggVVY)f{nTRsHDr>3PjadA!Q{0A4tHdIzl&+O%mZ{b&Z`|$E^ z+#u=5N$S?L%AeE&^6~=;X1utDNJ`$Kl4oNwUWUpZV#G!y@4?!Lwz|Z|2kWskpAP5|xb+&FoeC~5h|8E*n_PIQ65pVy;w#XW@v1Oy?qME4x^^2Iy+GKTU z?)bII**W&inb$NVp%{Mr^2Lo27uaAjtKo%#P0q#Hdqw(WT)-i&mW&dz8o$Svi&im` zo{JY(lWB0FAkXg)Em~r3{&|pPY2LN#qX+JElJMNQu+NkaGC51To4h}-CrSkCmv11` zilGRdZt4F0eI#)EZ~XZ)Wy?ol+|GZr2kf?OYoffA!5vtlh=u_y07u6t2vLQKcs^k< z0`MWYb@uDm&lA6!XBZ8VWVu%teXgoHWFxyQMEt}X<9`;InEgnVniAK;x_!=L!w)jU z775tTMfX|?^o9mX8`z$o&p(c0-pS0F)^vQ9?-}_>$%k4_QkVUl)l2KJLFUMy563TD z0A(k8W8}fU^87+(wa8vUZ^RK|Zy$K!g2JFdU%!7}Wo5N+lev}E^X>0e?cHa+W1wg2 zuY&4|aT9ezQqUiEIkm+uck8b!FFPQnvCTq?qqlX>$h)woHy^ozrJmrv^-gVX`Wf~0 z$K&FDLJ;?R4@M7Kwfc)UWwpfT!?KESx@ay0b?hzaSs%CnomsZom0C%pOX1`AU)shQL<| z6zHldPncTp$T_=;N&caTabAPY5mf*XL-W4E?` zpr!{@wlL~EC}((1)2H7f2U{6=BN-o|JY znKZ39l&}VO7hKJ=vb02WSsO@~LtTzIvX&1IqX~qesSeQ%%a`Mo8vyKu3&`p8i{H)W zIG#9uv|_HzbQM)a<#*jK?gnu%-EEjJHQ`5u#cYi%q1~BO?dlg{L6eSZ4+E8Lg)kOz zWbj@E>W9uqcm{HE(FpSBi|J*u7~o`Gii&Eba4v-`3u45>m;W>9+8pC6{e+a_=rPB! zz3xbNzFBUoX+qX+oba%sKa$oTUK}fiFAhkl8tm3XUEqd~ z;d*=|hMH@ye>tK>mAM^I^e0TH;cYNY9_zJqp%((har~HG} z?M*9Ew0%Sf|9W$$8s_iYzdz4GT|waja}ZQcJYGFf7}=w)-s4at;uGq-mVygsN7OrO z6+DyiY)!7y3VFKyMW$FEL3kCj*&yEllf_4{uylc*x33wufE3e--BfkVx&`fP% z|H!+28sgm5dg>?bi}Xk@Tvm1c{?_e-g9jIhG!ZoU&TG&}{;CDs}MZ_OW*@CAoL9BzHdk!rEoH0@})R;J@ViONIHO-IVLTC}Fd zi^;JYBvgwBnLmvY@iI*Sy#P+2R>TOK5g9w`J{>rD@~Gi{_nEF z&naU- zyG~n^YI@;?+a7fsIBl7g20u5x*@9b{jS_u;-30qkI4lg6tpxX3g0UKRyt5V zPG*6wZU$4%E?(TVRUR!Cug{U)P*d9eHh_U+@yPGc_|eHAm34d*>uV6U&d%=7@89IN z==be$b!b|@lk^Wr07PxAt!;lu(refLtTwzV=dp0-ic1$uzk-~7U+uVl+RznK#YNV_ zImO?aY^Y{B6kFX?9k9=%!?^57c5}AYOcP& z3)U1Kah!7TlICI-m5a(nj62Sih>Es|A~G|Kk6=UZrE@^uN|O+|>D^tX30?4^^x0Wm zpt{?sdX8|~cD(X~tSnduDKxbCdGZRfoI^vVEe2MoRqYHOv-ObmH|b+8cm3^~Henyk#tm>FFH#<| ztG9lUJ#~9@{Lty|ha#(~BG#-a1J1zKi?Uw;jY$r(W=6`0N{)DAiZhyPU;fDP$Jk_E zY-TL_1GmQT#!KZ%s4B=Ac4#Rtygf@%;i+3M-b(($b>!%RHi9-_s zKtdouh!|g;-LYKul$j<7gtrc9as<45{3KC~&_E@}OZ{vpv#xU)UUW92ZT2^~+A`?a zN!bDnOEjNYbQI__TYF^2irjsYUVHgf(R$NxRLJ8%7e{i0tphNa##?+%$x+{+>y%eh5x4%!*8Y>Js=OLsuE^oW@ zZS0TF>th#mvHeyj(iT%+X_egm_oZ=p`+22?>Q&S4-{f^X1VN}=axdt?nh$?7J|`!Y9ij5>+zy3rUX4tm8)msp zrj@x`wSg3^BXhpGfaXKtN44U!2**g!xJgCyF#0Ke`hQB)6lf~~JB93oE(*MD)(l-T z$lN23SMAxmH*nkv-61_io+paE5Dq;vm-RB!F%1^%p0=I6aABrRhL4Rk7g+Z!)PABY zi6xmhpxUw}OJFLzV|jx69B37m(Pm**$jzb0I=Aq_@m%RIM)Hhhz(LD8vJ7%*>@-3n zA~YRxhIuCH#8sd>5IoZ5we$`JG}hIXop0{z(!VqDNmlnCs%XY=ShUxEexkh&z!R3~ z-yhsI>CPR5B8@!1{(mMsx@4_zjqE?bM}i+b zYVzclRQ#^|&ZG4755Q4?p=1;S6Bx9J9XDWTTg~!~(K~8c%2xHG8{{?%Zdyv0D`P9r zo%}!TpNa)9RRtv(p_|*{@9)ovF39e8aHaQ>~Z?&nY6`eXIRRzuBGK7R52wM^;2y<;+L z$%bXW1`E5nM%qE@; z^oy;TTG}P!WnS0@YCFN=?w!((>9Q)+0->RXhWUGr>=B98KB4z$#B@T;RdbzVE z`S(XUB2`aG8Z%`Bg~Zay-hRI!$FpBV5k@{bkxTKBVFgjo@2!?i~M;oRlQ5xp~%o zCH=0QVaa3R|2S4_!KNmv^%>bw#hcZiiztFO2{Z!s@WK~hEdOPwQ{mU|e|4O=2Ukg( z`_o3AO@zN_QdJoZvMbOYLL?nvYJ)(sci zIaDd)w42lGb^l!x@*Q(xumNDKTN=~7PTz0g*oc0e^Q}*^PNZ95)R_(#AnK}tuxp-;7LLP~C3A{3m#YLVbnE4K z?2dkMk2OX1B5Xjz4jbDZu&X!kBc-2Sb!a65CUZ-b^+X>d# znk9FXXNj7hThgchg$wA?j0VvYH#wuK;b+O z1YLlBsymkvO8B&KH50~<$DyykXFt%Crr)=4zo)A9G4D4ry0{aQt^YdwQQwuz@-IE# zF-TJ|Daj=--y?w!hr(2+^LPX^Y5|d?gfPAlYDhGN?MGCUwcurN8RyTNvoQXr}JB&ehg4*!bc8vqBAs*q6o4MuqNxyBoa}Choij zyn1qKY)x^>ehIW*Y0jVL1H2%Q5@6fm!v$d^E-cVt;qyr}Z*p+h+%dQa^EEoe;$mV< zm~3ajLrT(Z(Mw1pax^#Vf0P`Z1eaK6tqYA9)SMwY+oiaHfX3wWAwiu4NuX<`ks}}G z=9>2Zp8Bz~+>yi*I)DN2YC_$9_%Q1L^UUM$!y#;N%?SB{K7|?WJ`($E_{5z<3tXWQ zqrOZsVU`rv#9pRcf|tO+4eokE&_;h)*1$H8evdzP{OJUPWiUwLuFxx`C&&#}REhXp zq%&sB6ZFu85$-yalM}?FoEeKY?A_4;$o%3ykbOk^0{VS43Q$mYkeKxGe022qHu@(A zOJ|VM;I=|*|IMb`Or;&Vqfo2xbop(an)Iz1OPmkLTCGWi6W}B zav`cuExbLa=|KgI<(V_n*k;hOnEuGASN9GW<_(oFfXt1E2pqDE=FY8fQJyZ=5msM9 z!6D=E`cG0FZ0^J@fgTuN!F$qi|32iFExiaD>f9lABW)Y#S}1-Y{nY41tIlj${+?Yo5tslxzF|Vyo(-` zxhpV1p^jlXvmF!54*xs?>OkqtwJ)}i?vyR)aupmO1|I1hWkF#{i5FBzNE_c@mR%F? zz{0FrVk?qj-_cOXBe$T@jL%nDhGts)Z;0&l#8~M%=|dH>)aHeN>E53<=n#9xOO%yG z=aVqGHHu8Pxud>lESPx&ZtI84{XdTV5WR$0*;Dj_Lub^}-yd6XV4ORH!k`uh12qAY zLNKJ^Y$%#=Ov9Ts#*JfL%>W{YdSs+>!v45U`kObu1@g7~cS|Z4vI!y}X}6>!iMkZPL^!Q*2~A z?dE0V<#)2weHIN~{}UDJB6IU8*!kSP9ev}*r@#>=6E!r1_r4|H(RRTA&jrvvb}-%3lExiW(VmmT@wamau$)4oEzZ zv~Mp!hHo5}>*?tUj(gTfWp6sWo(5h#(Uvb%le(jb7j$)rF?^kmD>*Rin}Is(ze2>( zHdk6T{@S&#koK`%LvQn;tZXs;AT`IK0oSFao4>s}#+@(k4Y37gIBCs;nyga10H`^2 z7Es+XZ1y%h{#!lzT~z*_rzU#{(0AcE_4Pzz%XNOkOxu4`zh)%_>3jc&uA_>_N*zse zm&Rgx-k0CXkEIEd1Zd(O@emQ#>v!*T0M|oO4jwv`m0J7jS6}Sm&t+-gjfy!PrvTxO z!;vqC=?~6VbjD(floj<*4}-K^Bhg5sG$Pp0G#p2p_3G7;tBZ8fMr_w5WP+S+LwS#U z1G8j4&=$AInxj=!RS?P;RZM2iasAqs)>CC+@ds&j4cENDn=@Xu zzT5Zb%n8s8m43NGT#3H-Wm4oBrJ<=YD*UY~L3`%@`ODs_t?T@}0ic!WjhGQ9{2LsqZf?J(7Ep4m!cR7*83*W(CRFmm zGErCeiG7O;gi`4ht4^S*8s^EtG*l?hv$JPXh_Yf!e(h_zlWJUgX5fmB!Z`H0>s*Mo zr69kx?$nawkXc-?OHl>61bE|2Xd@L)gU4cnZ8OH$W`S$4T?QJ`O3%Eu>E{6S4 zadGj(ht$dwDH!1VPoEzAb2(v&TG+CeMn^LLvTRweGQX$ns`p9V0^OcUjPA(9{mKR{ zhT=1v)||UHl%63oE+4i&uR0qAB)usJEyNq*28kSL$oa81myeS>TySZ=grTKVN>9<{ z`{s6nU;VR>TF}x%oj^$i4#Bw!e&Jtw?tIGeqetf&8O7haC5+}lURF8n9pe-Pr{7hp zUL;LqKn1M`#~Ouzr;dqTx(e4Nj0)51pLW!OvJ<$n-=N7^FJAOb^C>YnuR5N0!S6v; zwNJm$zo!p6#94~g4+4{*LK+7JVZ@AtjVW7_s%3_)9;DQ>0~gZ!A$AS=i6_Y^+(XG} zg}ly;tyuZ=DUq70u3lA~l8BKOBg}rH!x4C8pgoO^joHthVNmuPwg8}^V4Cu)?XBvr zB`NFt`gas2!poA~H8SY}LJ%S6?MAG@XzZLVe-Ru+(m_r_$RMbmHL`<|0c@J&{QiH1 z2=`|@6gqK7$G-0|dXCF1GgbZBW{%}h2CoX=>kA?*yuI5w&om6ex_+yy+fmz)X_m}^ zuF`zv2=&Q^g44n#8!>Z=K(P->z3S3kA*6l}|L1sU?Ynb3<7OP^zprm!)cEwTb9JRl zpl$+cY`qtA{rbwq8LbbZkxS4bBcw8LM$$u{&I9-qba@g`s(d&vLJJ@#pxfqGt*7XB z4;x1ljiLt(1?i11X>#>bPr=PqR7x1fP0Y@Tf z^DkbsNOMb>55)n62yzDs^0!fXE}eK# z!7uW`#7#t1fM3ERSrwhDV;R%;<7CU#jyu%xe52 z2V9oQ?b=b;MwARR_a7E@dQPBWeo=I3L3ne!jG1xlT8AgXE#u$(wOWS5it>Fj&&^0C zh+8^;!6RjEwuNm3IaYdVb#MtEeaG(c?J?6b>}D-f2+fN zFSS_YxOP_b?>~Oripnaq)ZEhY-JwBhi-OXHh{mjzrk@4Ze;6J7{3NF5h|W_ygU339 zn8svWpB(U7ra4|Q4j!}m=Ge4+i;)kUzZAMPnuw+v6t`UvKET`+E0{9a00si^0_{;+ z#fY?m5h?(aq?4$X(xbQC=`&KN{nW-O+zh4BOWC?62bDkk)!nlbP0D!q(4KS#mK1v~ z^Xj3@y;lEO#-yz-)L8m){=uHFI-huN@=MxlP%y^Bl|&vg_r35F8`t(8G;4e(7{bgn zY+RW9R+OH8i3GNya&;kW;yN+60h_0E3$Ye^)U%^&=kx5`6oDm9e&4j9>s~AElkM|A z6}nZMbSugO?B7_XB!K-&*N-QcPEvdvz14Wgxj8@)TQs-&vydP(%kRyY=QeKrw^e`L zbDxMVyvy0-mNdJ9=Y>`~{fti-j}~_IYYS&V&Fz0gM}Q8!51f3Fz4&w`ujAP&p>dYi zNnX|>0Ac6WZJ6uUt4pmxah@KxHKUH6KmE%KKaZ>Kv!PBD8aelz|2;!fUG4UFvJw+k zty;dk=}$vixfhG?fAHMK#^1boaVG~(^}{EQH*>z$1J~*-+rKdhcLxOe z|4U|mv?)V!$PmjHyXR*2+|z*%ddy6ZtMFYz@*x;@9XPPQ^>l|mrB|EIlqn6Af{gaY zC@mo|(fZb!2avaZBx3M1MbpJJ_+BR@E7i0v7sw!B@Kj@J5!A+(()XE7jU91U?-#2l zVpt2}p8rcl^S=^p)qul?aV!Et#=Kq#RFaPf_f3rJ@v;z#Yrk~{H zA=9?*J9F2m6UPTMdEHZC-h@s#t%njQzMgHaHG_yBJ#yfFaLj@w;z)+QkoYYDP2m+d z%q4W8;J_7uLg)B*M!$VF+&(dJ@lEolnUncnz4T(z4C_a({o1Gkbeo6iiTqm+T}Nyh zbZ17pK=+ez2l)nSS6=nx@#F2=wo$@!l3L#L7?Ad<)tq-Ecn8M98S->rZSa6R2pyKT_?!>-#IU@9B9C@i6j0BwqLux_SGAgjd0N!Aio= zP{@%K#LT!vAKOsNi|Xi zLCT=hN-?sHU@)u{m{7+Tzs1L=$jY9AxOmaL!4t*bQfQNXk@p^&0HN6mO2~w?7TvJi zM^T5L+tD#q&~ow9yhbajx2Wi_Ju#25eS)eg%giNM%oi^TM#&i0$@sfcY>=QiZ~Qo| zH4v;9{5>S31UXeiczFJEWz*lwPTfQ(0finh?6LaxmM98hH?j|%2@@CnHc`K**(+Ae z!5^3$%(TstV#2^+-%l$D-2gww4kb(I3hoKj(Q`byr%{%H?Ob380H_l!YFbxN=E#1{ z7A+FxG81p3oMH1zB?yBxCQo*z@dG5p*dV1u4WArZ;Qs_DP{I4R$EZ!6>J8Y*iP+NG zy7HluyBbh6MrSvd-@sD>vsoqyQJouMSxFrtv>xY%&KRFqldxB6h74=4Zm%C+N^i~ zoFs|@0SkO8r%s!7p;caJ6RtD7*>3#DgaQbzI4)od-g={!8?P zsYdzw^y%`oYxCUn+k3HlL`7w3_7Mabm}}AQI@}-qWJt&=Mm9{+mL5-G?0UVlb(5nb zh}{eGm9Q^pOg|cPAP=w(cje1hu4t@#(w}NkBWNeJk6>$nw{+D@iNgk?qWh7X z?h%g+zkDUjY54UqIeDhZC*(hXTMKzKx?jd>?v3J{;8^OZKsS8wT=am#O@ObpR-osYE(P%|31^wmaCQ<0}@&m13u!odZ4 zGfn}}kuZYD`&!TbLC>Rw&b)-yGG6DS6MEvJR+?H2cbhIdWJD8_7#;wRibak< zSvh=!?qKT~JlwhCxOT9X0b`fewrqSiyiKqBL8a<1v#t_n@TzUc{t@26Y*9|fqgJ`z zKsN1vDq~>9|N5F|2%(343y2Kfm36$w?|vvP^%9OJ$A#Rc2?H=F%oi6_gnZ~XpIaEh zz7FnqQ=|A@?I1YWoCt%&|Di{Wb`iYbQRH)Gu+sFD-6xMajS^0FAN!Cg1P>lQJYg+ zloB@hi4%{bD`#?>Na-ocpS*anbkU-Vd0)vS2s{04Bg3QbPYWMDlXEWcXho{_lx_2j zRDSX|en4l!eMABm-+o)a3`C36WR$rSa2rD*uoBRN%Ybc0lTL_>mK9QxESuG24II5^ zsD(jx1V7#EzRpM#QM6DP9W@^SdCY;Df%g^U!Vts2Njlm%t@QtCPdtiRNC$=n4xdyp zQ9S4E(bhh5hQWE2)!8;tcka@qZlJ)xYmf%6!Nf?3_GWK7mfU@lmDNL$y_iHl9BRy@ zv(MmWj)Q<@WOM^nOqCqS9u!hWM9lRyenDDEWaA;*4t#l<#l@-j;jr>P8;(BCU)zBV z7YNMYu;2+?HmFnV)8B==x^@>P!`R4jj47$AwsJ77mi>i0EO$0`K_=x79+3xamILwd zqqV-=Z8n|yHCG$ieTV7&a01va>*^5{l6(JSsXp#bMT>J>vpTkLKFg;DCGnaEmm zOSANWv>hW8Oy)bXp7GhsFbsR}&p%XO!+pT}NfnIePd|?vGq*RxF7EMopF}d}9EW(o zG($bT_kCIbd9VeAV)AHwpS5vsxLtJ4vI*#zO6U*lv!S+FMa2b! z4Y23h#K|X~SkK@Aj8#^i!fXOY0#^T)dlSBU=nZ?zP;d64AZOOu&a6nw6)UD~dOeZ( z0cbJ!=gX~%Y}Zd;zfMCc7g7_u9KBtrQ>wV}87myjs)RTWR;X z+Ya=#k-ZWcTE|{nEBmXhb%#$5koQD!ZJhI2HE+UAwOo5-P9$s9skjmwd%WrI(?^dE zLx-`!O4i^*i;~D*Q`EWbO7H2nftS8{E#DaaA-k2)P0`sjSh%~QR?nscFxXnlWj%c zxGMS_CEpa}WEMvx029tlTKf+c3G@1?x^LNHb89(VKIRjKHss8;xy?;NEzAfh!m+eYWA&5ZdQ$4^#0OFd6wLNRunO)^63}XV7eKbbg z@N+LK(f&gQ?Ka(ZXhubnhe7whaq>d<`stH8nc!k4yTsZ0`k&d$pPtwy(Wzq-%)9VJ zLrpF3!Gq7V%m|otV-j!PBmiNzv;`LdVH8Ky;XmHFwJ~yfc9!7P%s(0|CpX_CPd~jy zsoR5;r9)O)?Gdsj9Pr+z=6j! zqi)4Co3|hzG&^(u=##bev$OT1o)%BfrK}-5+Pygcc!0%FDJk8h^Qa&zO4HK9!ag35 z9@!KX$Dpw9OL)y1&YmJFGr%f`kAy4m?jYeoDY zEH*d4M>~Q%BPpSe?8IHhR|gIlfNxZE;@p_SPq^8@)OTdOn0H4BsuDibm_v{FDtd|3 zAJ~q8JP;ce>FYCzXn)nqS^Y%%v?NLm9N11-fqCiCuh-pB&R=D?ynaKDf7;ys$+dFy|H|^MDM#fM@*S=>UxS18OH#Rw_uetUBIpYv_4voZEbDk>Snn_cDbnb zDAflX`PA_2i5m<>sgvFo6){pFZG-QP<43%NHa?#Uepmb7HEp`*JTf(R5y%o>Ka)r- z*wn{gDr1y#`K%FD7fkyuz4rUB%ewIzgAJx8_g4OE_p1zli(z&T?#@f^Kk)hBd#0oM zbXzgTO8v#;e&N+$BIa1OjPHABi~66|Ejt4C*ObpMv8vkf;a8PT`Q7ZdIXUlLv^Y|N zA;0E*&DvZZjzRgPNx2_3*Z#HKv%T$JT%6kI(T~5nygagR`X34DQMI%7KT6BZ($O6T z3*5!!q}#y;;XDAO#+NxZmN6Stc$mQ*yrzUm6{_Fxz^RkZ-oWBse7IN7tTaOf4d3Ut z7WQpBwJ>+W08x>>bSFU&b1EC+<0O>6OLl|C2B%FbGdeE8t)`@yW+(VX#e=psFaHOV zwY3+FHIIMrK>tE^d1JHrn0%H1iNC|hZhiya?F}5ZKQp~uvbQhU7$wYNpb%uwJPiUo z9pkCjR?hFzrN^Rqdb7;}pXyIloFE|zu8G?2$>%yUUL#}Ux{-AUFmYc=^~K>w4}_pf z(wCiGZYY{_#DIk-F0!|@CL8sXwu0oIC-WaLai`~4@k~E^PhZ_j6EX4GyW34-*O|-# zcTZZSdF{lNzp{bq+DmzefNfSbc%%=BZ~FP$(;y5Xp^clH2B0#@8R1uaeK~p))nbnQCR=q(z{2O zX}++X%%~|UjtvP#EQnU%PY79nzP)|-INe63m24TkS(9PMVN0)^m+8T4$;cD{RivXnuhGP9B(hX@5yV6 z)9V~HR`TmDrGElW&i~A?aK31DtT@fV%Pk%|YShJGe+k`B&I0VtSAvCVT1M=RH=EEW z5y%`I9TVPcg0AT@r`x7sf2`{zw0YcM3MCLEUD5Wn-gQ z-Cvhthcoz~nY*r^LD+f@FN`p5+=#b`0>mEjaP+D92Nk<&Nc6sYa$4{U#L+=UDznq- zX{X1B9a|7M{!O*psrl zuilVuPjQ8OaK?oi`i^@-TF56H!llxH79Qo!mV}3zzWS(yl(@+6V14z_u30_4r!Tmm z*&P01v*6!-{rZB5WrfvlOQwk|oE4T!7XFD?mg`SoT6*2J+A2UZ@2gANj?ogLS!$2J ztVw*!+4TqR(TT^G&BjbS@^hPxj6X!Bv6vsMxpi}#_M}O(wN>u#OCNBz{y?1dm<-9Z zT-(WmGAHiQ-)9rrFEPBQc}p52PCjdX2M;1cAjPGzR>J6V%0UW<3)6Q9YaYH#(V(sx zQqk|b7EnzehR%>&>~!LBR!r^Nd(Z5CvWl-6>}_8M2&rKu^~+O#Kqb*;xeXaE<3`*wMsz36>cuS#+n^pb?Gv=Ur#zhv-a={UAl}A{r~z)o5&|S>D2N1rm?~+ O&C@s5i`HGe=l=jJE-zn^-|u;z$9Wvb`SZAT_0k?vdQu`HqCJw!S4I z+R{U^760YWgtRVRcHNg&vm_$g`-$+orP3@xkBI0H(PfDXN_KC?x@>P!E^O?al5eeg ze#qhRAqp4&pLJ2*W(+j;uJ1xD&TqFQyRlb$u*NFlqgRN>KcUV-Yu0cr{k?PnJP zSPs>=v6YIY-a5?2R^~=ly|PrrTs<&hIT_PxYx>@|TqlDZ7eK`3wYy;l;s2apd|S2+ zulq^ph4FIe(f|6dLuGpp3Y=elT~bn#muG8Z!`~3QHu~9zp|`hJLS+llb14f6TA~km z>X~{T1qJ8CpOxLFqNWZLF#lLxJsjb(o{^EkQh3H{^5^@Zp`jFwy#1OaMCV7&Ki(;F z>)N&F(b0$3PYVdNR#zW8etcx8A$t6`v4O!g6_r8D*4$kFa|Njz+b9e)ae-FpUQE*T zmo8m0F&Wpd3)kiuA0Jmqz4>5aqKo3N6qj1&_Rv?aUkl#-N_RTM_};y9`n7M`+trQj zot#8GBm^yfJqr#Fc6HqvA~!!XV?Xn2*UF+Fv)KHfKg|sd4J|Euckg!mGeW(7qsaQ4 zkkH2JY@Lsf58M9Xyl&@?%sXCh-W)99cB`-U=eW$KC?)m8pp=5>p^_`{KDH~@uV2^H z414l~Sajge=nvkzU+-I3knY_pMG_|B(9+nL6&rh}Cg{ZV_^Tog^JBK%PCr^(pVgHb zHYak(hr2y}nx>i&_4e(Dva&6c)5F8V(NaE%iHYs$+Mm7za%N>_O8L+$D=C$mYr3rc z`7zd(6&M(3X<>1<_RTr%kK2hKzj*o5weHQUR|a}|zj}HO&G76XI^?cOG^gsazQiFu zw7#~|Dogx$dZamN7bW{4xB0QQ$5*nmvM!Ru#>Q&%3|kcz6cmJobq&@FMbkj^kdwDv-oXw1kR+eT5Jv~WD-CfCF6LzpIt4;rTaPVM$s;~26?^CCh`L6d4 zKf1csItwg+|NcELgXq$JM7+wkb)4XZ4&{H0r zzcNV6b8BwAgVtqfb;)vGl9Y^WU|;}8Rase?LY!^?y~U~C#iFyOojoq&78Vu=* zIzuDCcBDMWMz$(W(GQM-~jz-YO-3K(x#=Q z<>cga!&U@GMd>&@ug6^pl~`5VLZrASx93q)2)~KCjErY;vazbFs-vUh`Sa&ZO}TSd z7_%PC{>DEQ6%~?_l4=?n`g(f18TfZQ)U>soJAC+4ef|AGtb)y0dR|_s?PPdlBuk$4 zj_upM51z9a{vNw{qa-nLB;UNBTs+-{iRh3boA2PkEr-HJMo0P1oYB$Mo&GAMFf}t1 zrTA{gjvY}NI1C?Xgo(OF#yj%fy?d9ww3mpSPk?ye`Lp*-OxDKpx>Ii!upU0lYt+IO zRkMXiTARxWl!{6o4%g|^iVKY?xw$v4T)A@VR``&3p~l6FpXP=ekxXT+ zScr(Gx9++1JzX`qbYopZR@MuDp#!l=O-=2Q>Pl2(JK56G!d^&9^sx02G0#0cJw3TA zSFEkAJ-D}9`QxC-_U^?Yke}KhRGRZ!%di4BmzI|H929syblfiA{!gN-tN6u>+Zx=h zo>b_(M>1Glnw6m4`j85NL!?q&UA=ejUY(L{owc=C1YbFJN=<2fbq$R)t z`EA}Y4ULU8b#+g5r^H!!c)GuTXXV&g`nXit$?5&OclR_k85`V*4oQ~VH*Uu@5NU4v ze=kk^&e`XIfe515 z_V)G?v>$nBymDMN*269CsOakI-n%!9)p^E^FJ-$@XRvL1W_Grft?kBiC9?;&#Ay-d zRRK0Ox1r;k%W}$Yb9pX2-icQ>@-zSaU*G8MJnt8imZqhqcG-%0>!BCYZ2LWij&DE2 z!y{%l)iZJPaM)G-3|0AX;o;iAt-FZ#Fg;|dZfctAtMEE}$(OB={6$Cc14~KCiYQ61 zLd)2cloZsCyLaz)6@14DSVM*DDv&zVMkxE`uU%bTOG?(KdOzVRkuiTEbUjkHO7F!{ z#kENvGMK{4!|fxNi-y9&!Y;GDM9kTyo)HpSDSN!r+}s==nwWUp%xn_p+;&iA3waQ- zDpFNKVj}6C?9R@cf?>|{V``D!EuEbx&cj1PM*|v&$n{0um7P6v=4!f*oHL-o)646??kDN=j`!}p^YoNaSATs? zYTNlYe`1K!Vq(tdls^L;AlH0Wb?5Hg@55G6NknhG@W#=}$x^#%ohY*2o~jpz4;(lE z>~h|A=<=RhZxoIOeEA}S3J~diA&!sgM>`6Oj3nLUXGMmlJiAY>%hu(KjoOUamo22O5r8#U;NB9NM4%ny=m)FEX4C z@>aWUUdf|wT-!pzvcb~t!M%n2vYf3LfG&B|dxwSBuU}_QX5PtA{rvg!&bRC%`YbzZS(|S+YW8X#q0LuOQ$;GV%yPBJu z>+7cg)^IWbKNt7;K6~~|hW}$>QJfMX!w|ic*V5|#_H7(sVljY>mfQOPuN06aRZ>U3 zxo(806Dq)u>6H5V`k5Jvu_b&h=keo6?mph$ot>RQTxuu7BlEkDQzwCMG7a)v0an;%x<%gWqFi8^3>_l8lp&@HKM>z|vG! zw(iU~594udXl_QBrUA09NE{C=1QgBB7dThoQa72Knfdyx8PmM5h{)RFbU*M|<*iiJ z4A(WfV(bw~$^KnC33)W;FN*#+|6MEpzV=vahPt{sf;~GuUG=?vj<2t8TG}Mw5b(7x zPv7L^24HA$v9Mb`kibQ8ag+-|EjI>W#)AhB($L(!cdueRnr= zXzK*sDt6F)UQ&7wA^RLUk^X)Tm7rT}V}4v?-WLn<=l3^;)mTqY&(hKj-0|zs(6pNc zuHzPyjufUkIy%y9ir21PyMCQA>}q_20V*9yWK>jC@298wn?JfowA&dUbNE+_FRm&Q z6Ph4tG8dPPCr_RLs}BqgZcKgJN5XRP;zdBey7Q6OyuH0!X+uPvma$j(p3^$zBwX8{ z53(K{`1LC$E-n$}Ju#7;oqeLSpz-ThZ>i{|#YHeJwi-O4E}cq8BIVyz_p`Pr0$9e3Xi^Zx3;Rz=9raoYqg`rA|g6=+G%+X z0r}y>`LWobpq3n?ALt!)b#yXu39nwg!c}C{@$m34)6rEqR|wZhE~;SBR8;g)%$9bn zYp`%}$&DHTDrv6OE6V&*nlnt;diMVh1*jD?o`+g zlJ?u5YB+M=dT}8{BDg-pywYqxG7OEr7A0P?FX-5J3%ikDy!^{{ZYVRm)nsuNxnttz z`=adZ00~y@>#AHqNC~Q{t*$%B+D}NwDkA*a+uPG;hli}}7pV8RU2-f!NhZ=BR#!4X z&^m9d*)Jb|2M->MJ*aF0!fk45+RH4OoR*fBm?(JfdrVLe&Dpbg$O$ek zF7wQk56L&b;P`#-L=#if`Po@AQqtqx+`hoao}P&P;e4*VHmp6jR>|tGYJX&FV1v(< zmE8rFm94FdGXpha@Aw{)_c_=TZiD4xv>_uS<8*?$U|4u?@Q*YtF}LTbsi`P&SFZS! zlsFgN0n`_&y=!V(tCL|f)*6YDo{};?JglayEcs#Qwws$9evg8RDjOk21vn(npOdru19pBJziS%y^+{zb+Aph5mxxv$6H?;$kKNraIJ;vCImeD2d-380 z@+^`vNu;l>Ynjz)2InqD^0S-wt8V3;n39zAiN7*5G!*TCJOZR^TO6aP{-@?2US?mO z%{}xV1Hkdj_DbBdd-vSjTy{9m)`C{2lyX|y<0M|e0(o_13G z5{O`BW8baC%jPw)~y<=mYVLPM)!>8kS0bFamIcFJ{N%$ck{{Bk8%J9K~0jK`- zt+C&K4-8;k_Rya>dhXmg5fP`kp@v(xZUO3dt8VL&a%5xyA=p z$}c|MYtmI1sBvVnyA-+Ytl3Ybi+q<2=gI>DcL!#YCG7vE1!WD5(ca$aPy58K9SsN* zvc>hCIdS5|$&*tb-N}$IB^AcGhXt_gA?CVt#-nQd?0^u06f?Kwt&=H~Lh zJ=7mS0?<(_5axWr^!FRyJFNtX_}6~MA|75Z@5273^@d(R$1 zJt>X3c2qU%jqrmRpoHax$;pus&vEfVehy##UnwCWZS|2CZ2?Fu2d_Hzy*PXcfhNez zJX#<2wcfOnD5AIMJ5eqn4ar=2buuy`;i#bCGL95F^u^J%QrE|iDa31QYfVf{&_TDZ zFJ1jDp{01QEz1}m*>$QWNP?A7;Qk>&LHlp7`Orb3qTb5Tk;J+B{Vi08IYNKS_|$)F zDJUK5@%9{E{aWO8F0B$_cJ{j{_#`agTOK}qNI+PW95$jH;W9PyLE}KlIN>w1v*@)e zeHa#ypt7^GwLd+vJ}p|OD762mvPvf4VauIAG%tKNPL!Xk_GPcVY{M)@NZz|vHZEE1 z3iGJ8lK~WLI3S0>lzHPn)*eu?aDK2$M5Cy9>@}a!aZb*Rq=xhRj?9Q%3H+!|fSIZ? zeGW73eH~H+lo@-pq+3I;T{lX0=O5zg17Z#u}hF(ai{=@W_h{v8oYR?MeNbNomV~N zb&HhHxe`gIF@;IiQEYGMC-h1W171GlTDCd#ESzx@iz)7ZF4?_zdqdV{7FCovojJ7Q z_{GG3&Jf#SuUl_V$B-KTeP=P3JxP@QUknxS>rTT(auJ~y`V9{9sx059OLtvy{FE0$ z-{(-lk>alB1K2i&qG1o?EC#ShM8h^H_3fC1*C2+1zEh(V5KWk~~{BnSdDA z_wPlR6qDlO_)#C?<d|tSSgAFp8uNM_9Eg(u}|J?WQie_eJz)qBu{?DF~D43Od^8N)ftgNi*&)dDd zccZvm_Gj1rQIth_k4EGY@{X;oZDp#tR@Pmg(o&ZPOQm_DhQ`Lb_w93;>bX!PNzcIW z7pk{kiEkW6fdk?~6YJsS<>liea=+)its`;9CX*54URYR&zmS?b0ffIW);0?s6NlDj zHoGPYt*>S)E3LGm;!6Y}XfpudZTQ)`buXi!8+rR*ATRK#2E~U706*{-Xa~Te zfNYcv;wrEjektumtG}5^?D2jUQ5_xI@%B50hKW&8eSLkdlXNa~LoXgbeq30%jII%U z?9{32ii*a@#z@WVS6(-L|L#hD{MfN+(8%@mXuT3Yft)H;HuOjmY$@ zt|eJ*{I|TEoa1z#dqjj*rC)SXQW3K9*mohfYbGWsXS7K7Z6a$);4UmTngf7u^yvT= zrrO$NyzDnFT+jxO4AL0DE!Nk!7HdHv&MfLUH8u4L#l9w(hvVv-q0v#VZtLH`lHii} zF^hiv_D$r$3|rXMg{djJQ#$2IDrvrqLi05|rP&=h6DR;6-rfjWCl(YeA)`!BPos4r zVL|6n;d0bs5n@`~we;$U{$9GO z>MOu_fXwGC7Y&V!C@Cq?v^@A+o|~HsPWkm~dNB9ssCDy#&N(e-gLX!bfJ6+Ymf^qw z4^47E^7ay^B76Y&%*T%}T3i1CAVyvM^y!nemDNp6O~f-OpxRr3IXQoT9X@{iXumM= z-g>mJpbOWvOzF zO(bD`%2O{49-thZm~j48^#XJ=7G6wDY>apc$rM~bt1&3mGS?mGZ(3!!B=3S14UqMv!^lW}n~FuzR8J=(K(Z@7SYACC1EIl0;hF&FgT0ARYh{pf-Sj6+BWZg33H zrIX$f#n`Mf|HYd(#-^rNq&elJ8@&_@bO8AXsqTF9Pc1F{VqzO0nZ`Jp$ztBVeVdwE z3#wv<%=g6~#jR0>6;u+i))XY(&{g&1L*2@MU0NkRVcY zj_KqcLRyYvF9{=J30N0*T%ait4M%mnnW1-?fJ0?3d)MhL7nXH&bPWFbb-NDt3FQhM z81WwZrksqLFJHJ$oS2sFFTCBFu8jhJH)3XOp}P{-b8ZZR(vK941q3OHdNT;_#H6H+ z#eTokz^=z1xb3k`G^@BoQ&3*5YIC^NCA`yJc^|u|=sLqwY8mDI7rk8^2(-*`u0$G^ z7~~u%XBQq51N(%8hR%wKqan(5N(Qqwe&Dp7$XNRxFU_XPL4_q>k!FKm% zRj1i1*^HcpLuFuO1ljjXQS+x?MI1_xkOd2^!0B)`{r~&{JqZXt-2w-@cu0H{EALyG7>YCd2xj6%Y>s z$2hx+(1ef{EPV`T2-x5Wr z-nbD5Ny6ZW2*p?w_=R_$c@uNPY=k-hCDKLPJ3EUV7EDRqzc)3NyF5Q3mhaxh&(Dtv zU*fR9efaQUR#qL*4+m)@PU%WnSey=0XJ%%Oc=M)nK*pZt?W>u-Pj6(oX*p0NS5 zT1!44U{-I3Bys>S4rW>c4*POZpgU3RVEqp7fswoRXJvs?g0|S&=|M z+D$KjKf;`r`=;G!%Ly_vuUD_=Kux+`Ls3SF=Fuv-si7fcHB>(dZ6-d#`Q!YCfAudn zx9wV5TJt%=z#3hJ*4XrK-@c(2^m+E|zKsn{U;NN;`C`N#&As3n zx}T@A4tZ5T@ZpUx+O=oT2_BwGEgEWSAB0*D?a0UoAOrLt5J7xr&uZlww}H(@#2TDw zZ%$IlL*=s?0$v(Nu$pz3gssi3+XSI?wHWwPRaM1u@kwiYJK){&^72GSo?jhn>|ef= z=Fy`^V|zqToid;KRlQi_Yo0#7Rcq;T1d7RDK*l_ui6w)kfl$RY5GsGVySqEsJYr(v zR$-`7Xz_7(Al$I(D^K?^rws<2tM^0?bYW*<)FPA|mR>A5+oL;OLAFJ6VffLltcMbf4&N zHp4qW8Gq#O!|@Te8B;|UFm}S!Jl(E`vu;l9Urg-ha4&r$BiZN%XmcQL*n!Gnq5z9Y zndv*?veT;%A`T_krwNKKmx=l%++YDhzywRI)(Pm|E zT0j-ixBF*l#)lui!&$icvBQ<+<;vT`=rwbORD-eXzheIk3dt?;YZkl0Z3l z$tS0zH2?U)!^v4>GyWRXE6^fX0O-_Eg)*@9fX3FVRNHp$C9reJt0V2TF)?h=pUhV5 z*+@5UniV`Wf&gksDO#U}ZWllK%D&s(PSZG_NU^ugv>Ds$>(i5ycSpE%B!2~;EV+X2KH9ABYFh%s-B~i+-r>Ebv8 zCc&{Q9j7jGHEl{zSai~XAZ=8Vkdm@CTPFs(Ef6?sp0-Brnh9gsfM)zl!EqZ838wxeJ+{Oo-|-5A^_PXE7Q8+HxLzT8eo z&E~Ujq$@XQ4*OIrJP{uxtFfz-c>crM2gKjAR~&8C9_B9@hbeuaKT-Cx2?b>?N;TgS znq_D>Ld5E^D(`=+kD0t%T;XaE())`S6y1~(6-%AXw$?gMq53A586MaFT1 z!mL9Yv|hI8x(rMTLbgrP=1Q2Hm3a^A~|UT4zD_`?s>Ov$MJ( zve0}%4My~bzj*QJo0^IWEj_*A-MevUQ2Y8a!2qr97CIdQACYn|&9Uin+rj<#_}-71 zL!~PdLSwPgSwrzxLJ9DF?uZvt>BDbOuLy}YDkdfXHim!zsIGtDegHD9d(D>wypMfH z?F8}TMRNjtwCnvs?#G*$jOJy4L%x*C;^7zpTAD^!kcRueVIaKx(w0gn>0aKFm-Ps%BOfhv(|m?hlJpI z-XTs-0&hwC4S-9Sz#Lv_awz1eD%FDNf~AC(nR#+_wBxdp$*o&Ik+ivQ z73aej0q?cbL+L67e4&`VzeQe(d?2NN=j@oX%eR|D5bn|O=wSjl+e!oc=J{L zP_D#!`~m;NC3!PPs9gw@P7|ro104Nhqm=}(F}XX`gFBMM@stqnMvUO+mw`VKYsl9{Fz-$jL?Ew z{{C9F-$Gnm97YD4w_Pfo!fpoFH)?NW2Ns1vgx#?4P6Pve+sVo4&YdGG4=-Q7 zeE)g~_g}74!b&0M4E?vt%F0il`f*b1RuB3}>7EW*6y8nz_-eeRcOoAzFFavG6J14Z zmBJRkNSv=RlaT(+NDY$B?Ekar4}j4Q!aPb57;Iz$9NF^na=9?UKwYI1FmZw$w6dB5 zv5Z2(EaqISQ{jpJ9{|j@QRT4tW=L95C@7g+xNrfMOt44;v}I*wAikk!L1@7KVHbZc z{~3h}O&(9k4*x3)?y=7KLJoDwdX-lyrr(8(AV?9JU(H-$`+3>Myf0L5@N`W$s*x*t ziOUb1VT>SpA;F}abm(x2(607p+;1sk_}M2zNTQ;Smh^TU;7KBcaf z<;!ofhBO>L@A+mgqjZ9tb$U%7cHHy%<-&l?biZ zn}=bTHCG|$d_FE*==bepLj5(7LrWpncr61p5hh-*JEA{?H6oZp4&!9{f{FS zCl1Ftu1XMS=#;BRkh4+)%PBQovpeA2K=~qg{vb2!T)zREQHNRSIBIBxC-wN}RZdV+{38s|?I!k+7y*PTA`r}={ny3{ z%oNnsN5;of;11K#*-t^yV7d?XkZJIy8G}fF2v&CgYJ^Q))uL@^8KC)`JCGdgDnRaT zigXGksNt5Dvxv9b!ED#wH35M6((`?RkP8UDjd=I98#nmRoVl4}Nd0)a`N|$ZZbF_D z*v3LdM<>nt0)it2!Ku0lG7XVzpgoT0jsM+FD;FA(byHp4==gXJrpq-ayhKl*23~q8 z6U!uG9{__9lgMkS=v_(T;&S1_1?a!|_^4UjB+0fD6N@^p+M%V!VMl&#Xlm-r(wBD> z)~dV?Z5xzWD})nCFB(X_Un9gy{dYtXgox~+buRnWu7CV34>;832xYgh5Y3M6XYT^@ zekr8#4Bg7@%iev&WDL@mFJBh+hhEtkW-k-oNL#D?-vQZRlUV7SXIB5b=*)UDH#3h8uyqLYsvE-A#NLchw;_ z3HRCHpe-z(XnxW39d=t3?p?#1Ng_jd^?}czO1hCdH$@-*n=%W&C4UQi_D}eYuT`%32D87 z#MJTiKexrJ0%q>LWMo;{+2w=1VqPU(#v)X?p?c^PTh|}B)#C~`Zx(IUD_`HMm68B) z6yj8*J6K@3Pw&Osgt?>{zX%$35=&i+J#6}>1LxQ1aXdLLA&au*sWRD9&_ zJmZ}Y>hyx6eL?TS$V`6TX=ApK=(q?34Dk>=zyKKPBzkmoqdCC~Z z(ed#1z6pjF2{KiyG(04v0P2M4sQV_`WbJw*8R75mkIo3mG%@k@t5^9zyXeNSm(XXy z#lx=RzPy8+$ZMw*i8kS@5m(S0?BEJUfd&NeCO6EB50hhOhQ9|=iI7kSq;WB)vJW2) z@$ogojePt#nu_E6{5F6rH-B)BuoXEw*mzj2nrT099WB`9MmhL4l%MYb0mFAbHvRd` zto~b$&h&ehJb|5E0qbjS$W(8$j&C zwvNkM8IF%gj~)XxfG~lGQs3BUWMTqS9~Tc#UPi_eoY`ROz&(KLxCwyZd~^*gKUV6& zRL>&}67WkxhZpnT%R)s(rFZXM0bsq`b8vC!nt)#w75CF@mqM8|t}eTGst@Rt(yycSnN}A!$ExU0l~sxkufd;D75tU#OkaVP_6P zgY;L$6x|wa2v-)b*u0hV$?SRt+09TELM* z68{PaC4vbL90Ww6*yw0p81vEe!6be)%5aNsfB3#fn|0-0!YB(yX6 zR4i5*Mw3q6b}SDb$RE5|zx7b{UbxV9pllhpo-|d+Az=Yv;!11*bLE%lc97udf6~0k$@A0SKOz81X`$EQ^z)U=pL za?C?Krn`lc=i^W5IEdz&brU2lbmhAWotgGH_kZ?51BpcyupXh}zXM+Y#5-8MTJz1L z|9(0b7p)WALfAD3Dxc#W{%=8NACvHHt@~dBjuBkq($YY&pjdo8Jq?5PkZJ)N-3MwF z|8b&WIOs)CkPQq)z{4m-D=3mUTS#&f6B7*l#surAf9T(0CA&2-6+4&dA{-A3f%T=~vOn(D2+!PD-i~MY*#AYp%J-2iwiV z`&|c=g)qDU0|a=?0}KqfTf0hMMoNyW5}nb8M@Th3(O5bAI*4x96!X)aLV7{ z!A0fMv6o=N?vuQ6gJvJQt+{zwL{dURPaSw=i@{pP`B*D!>$d){p!|WC3sP8xg%1i{ zN@E1)3cPAViFC}PS;#h3Ii$V)itC1%^S*t4dl>jpOTd_!6Q+q!P18ebce!19oR^g) zWZqYfs*|pJ@)fEsvi+vxlJ z#MT!f0)vUG^karH6#+)d~CmrO)$@5)u+$U-Q*eRgrYhvXC1=pqMTrdm>UrXs&-)Ds7Ji1F(WN2uTNQYtNQ#TYDRN2sOI@^B#I1n*IA-$uXYN z09kQmZWz^Xxy!cOTHA?Gx4#c0sB0@gpV|z6zSE~)^P9W|dMmlYOhY5Z?vGUON3Nb{ z8usEv!^T?oMg|W9J-s@p26H(ycJw|^*6yP)RaaFlc5kfP;`_$BkVWAi>RYn!lKnu; zGsW%1WXI7~ke?4gfvVJrsBDP71cDIJhY_&-ri{1_iImxdc2sd}AAZRyr`*g@ba`LI^{!6A_vusdk4Gf-%AOQ&2&kdoU1(j#Lx;PDw zO$Ial)qnBgT9p^({`^6FWLU0)M>Rvxx~#7@H7T+Cdyu1B{%BiknT!Q|YGY%AEQv$a zA9L9sss4lffFsK;JF>eM1_#}{6V%Z^!kFXWu;N=FiOaTkL%l$fUt3*;Ob$_`zrP>3 z5lqJF+S;%ccww-*%%}CLK!8z*gS6gFLZX_fcUfDz7Zhej^yER>N!9b1ydyXzu3W(> z0h*#@m*MOLB%$5J+gQ%n&l#9f{~jC!-OVgS%t%9H1G7z8Y17r`c6BqRQ9x5i)URULI!8e$Q{gouTNaUjS7V%yXp2o2_yqc8beQTKd8(qrtWw z*dmZMK7jgHRa2|3`j9e+sS15v)O|0nPw_yyz|wd1^>wf8?Y_Cb0+kGoYJlhDE39q= z3%8l3`lf{W&BPq?uO2Mu;J_fC`0?4{oPbe)Hv=k_F%le{E}-Or76D_xs4a#QyVWB? z0U}#3ecJnJW2T1Z;*;HFeYV2F!jMc5q*L3b4st>gDRx@n7u{RwzgT$nx#k?3+xDV3 z-+jXNHo)=lp5i;oK|B=P*?$=lF zGk9CKK>+{tOAisuB_%7Hl$}lGAPPhYQR24H6F3Fp-@PkvT(WSx=IAIq>h)Jr$QhlW zgKJqfnA-eXNJLZ!#T8wz=Aahmc5Ry->Die+={8c=?dh( z+YRoM&Q~D^I5|8#9JZ9l#CxI|hw&+ZwQad38em!w$uqR5f#_<{|8->P`+=U)(P6a_ z6s)Yk=!9Te`RC8SH;tvUP(+aUkYqnDClwd3BJ}`b!y)~3@F`kk-3(PAl~3_7&R2c; z(sx$7UzNp2N*0rRo}ME=(lGcEfpJN9`q!M55?t%dBu>^hqqDP{Iyy9vip$H{SXo^= zGG?wm7u1SNPrr}JgixeqjEX#YB2{GD!MLNh%4kI1wWY~K{g2%bc`6V(mQ?+0MJuO3 zJJcUYq~mBiM^GAaJQ|(&D=xkoy^VI`%g>uV4Bj#f#{=zG=1qjHVX%;Pb=;~ zB2L-8QIX-_lhAI)!ohJCG$VRJ#2kP-s;oCXpN#5bUeyGjV^tg6m)Rl?uQLwQxD6F+-0657!z zn{pC)C02yXhw`6bVd;gkwRmR;@Iw{-DHfjln$q~$KD#WT$hW5saLrBfKVazR^}2pW z#DncH$I7H|#IVU?>{cWh{QS$QmZdfGA->i*@wUprm(_g^HGBxXRsX64^^7AtNk26z zNF1uF=XFkoFfz|r9A6YBwJ;o)0-^EWEMz-Qyv-tr0uMCAsMn~rOe%7;bY|2|bTNmFVI9~xH#S@4{n3xL-`?h{!+OIOW`TKYASjCk;qxxoM zm?~(W=)x?ll{U10A`+H&3ORl6+}DTYi7)=k3lQ@2v)M~V@n<4l;hPgBNC0CPk*JB^ zF=a4?Qie1rL6Vc3YvCOY09*f9S`Q+FPW8#{1w+p&meXEv{1=XOduSBqVQ(L5wayi$ z7q-FtDlD)USaA!KKGiWfyY9={skLoz7jVH)la!Q|kx>>8?S364W-E1l#hwime6VCT zCTe(}#EYf`^;1nUX8m@ZVI9$dCN9o)b^@bDt~R#i@{iL}Qc#xPFXv26-M^5Qk1IR0 zm+f@ojosDH^+LF4HukB#d@j%Oi$Xc{#f#ql{zfnY($jT`KkYc(%~J~vEu;zY^;-n%`=1VvsXCkxAx z&z$xw-buaPkGQ*~1p^_zBFv|BwmU~WM0hX>Wx(-uUjEUYhJK!+b6(B_ci0FBg;^9s z%Qu6NztH(A9p^)60c^k#I*~i$mO5=|MCMbr(ch@gGWqaVLk~coS@-(F+u!iFqgC`1 zLFX(|-T^0joh#v!Gq~(~Q(Y@`oYucC#rXo3S_v|;U?NEnNy&HC0K)Oe2t6I0-Gc}2 zZf@yXem~s#_Iq8`uMgQOY~Vf7C0TmE_anMLp>yY8yger%0PlinTjl`xRe}U^NIFz%Zq2^P%@;v44jY?P%6Oe5Z2}eEqs++S)VtOQC=e zxI4gJ4!KwL-@g-5K6tRu*RL^7N0^7elPe+{hcU5-ZdDi%93~NH!*OWMCMJG%b~?`d zx;%Chg4Vdr#V(8sL4adnDQjqWAv0i~`z|<`cD)nq7F@+7k$A|(Ki#I7izph&qerV? zJA)H!mao07&0}%&S7dI%JLTuIzYRklaO@;;tE3V3kU(pqdE-V9cr0GoBm>`337UcIC`f)5M1WO#emWBp6r_nuf&lgD? zHKGdRXZQd4dGc|~XG7il&)&nobwErd#*%I7&L4Ca_|eojfUDEl6(BkJFU#%_R9c)1 zn1Blk3u(|~P*V?&j`r8|Y0rRc=zP*gX|tP&<*)UTiH|RbAZ-z5MpmHqk&4w%jT=!h z-g!`Qmwtm|XS)5d+-^zKcMO%{ZYcKe|L(pOd=PdH)|9+h_fKt3xTxWe$FcF`l5e?| zVG05Ng$C>_A0MNrV=JEbfvI{lqQD3M>8-A43$l64xmES4&jg1vjM<+)B#m=(K&@|~S6_%q`l z>^`13G+k~te{zXn@+I?^mzC|vzSoE^g>?tB@(zDSV&A^)>Fv!xhQkuqhKsDAKK}>Z z`9Y=3{ODK;IF{O)q_nik`BdD(8n7}rW4I(g&)30q2D=AlB{%;3(DLx`7?ZWml-hcV z!cdp={@HWCe>e=`M&KtUSWIjSh?pvSU^HPoc<^T_QpMVeEu+$7*vpOz;nUfMHGWJ1b#2 z2|o~8(cu9XgQ5hEgepN8;>AvbZ}#)>IB?eVpqLR=UvSHgTw)sDOWqYsajymCt}Yu6 z_s_Ntxlr$ijRV`IwP%kHH*LKdjfj6Wycd|*!vLXuuu4xqTggI<_Q)Sr)Ere(9rN8D z(RVlfBc5zkUBN}&efOdX5}s2*8sSCxaQWH9`L>%TPmDY z@B5d&t33|(_tyYMf(AG3rjC!=zppM}jRuoNfySg{6$`1ttgIY|J3il@Ub&t5%gt#< z%+G%efFBeF01DEs+1WAS__A4BiWX zx$z#fgY+>?4^~>YFy=d=B>ZhgK8RfT+IaAdg#Cu ziK-hp)0UdqbqhP^6d2GjzFaW=)$iG}+og972HDo`VG?uz$Lf0oF%1V4;UN!bad8$w zIEjL)f?V(~N??D4ow^NksD{S&bLOeJu`d?nTzfLS0Kgu`jL>aa0mQocyOKNU^Q;k4 zELf5JFyE()k1JnP>zQuTNv~HkJ#v7K4xQ<3%ALFEpfox*wlSOE3VE}&AP{{w-f%`l3{L@|Uh+rY%6V%A6~6(-Y+-$t+n^gkS9mwWXgBL)!< zXBlk46X5$nufyVh*DoGhmG`Q=F*C_%Z8fCf^G3g}QPO>~P2-(YDdFou za_n$VIKW4aH9vLg6oKU>*|Bq{?bo#N{8W%8DQQ3q<_DiM<|(No+zua(o-A201$&LF zM*5*9+-#!Em)$gd8x0zlLl)k;4sj*sLcM{xgfNRAyv#}dEODIvpWoB}yb`0tX}!0% z#si8P+)3`vcpO%C9aB1aO<9P~DTthGXpF8H!$K(Mm=h|AElU#=NU5puY;TJ{LXc=4 zd+ddVZrv++4ll~LxJx$jBuOe#N(f^5yL)60MlU?u+ezE~!8oXxZgS^ZVcCCpdmUxe z)I#tWm^}S<%qZh-@N_KEIxE5xiT=$v>p%|K==CYKp~}^{kae}^x>J9&CJH&ZgxAl& zi1G(!NYpcxd?P%c<$OLIBdZ`vx{AMJNMA^(2*mFZ*y!Wq(W152)FjQOSmNt2L1;rc zEv(7nOd6>-*H`u4epj~FEe&NKr)eNPkUqFl5P^7{j#VTPlYWC%q1C;r=PY1jaVnr1 zj@SAZqYb9Lff3vD2k~5xOs&M9BLDbww49fAI6x}XP*Tc9B1HYM(9pw}CeDS)S&F(w z>b`h#87ZELZ}FcC`L|s4=1DQT?Q-DXI_Jogi2P10BAKBI{lxQQu3W)$Zsx~-Y*&Z* zj3@)m7fLdPIKm8i2&{Z9KYpmd9d+iOqO2^LIJ}{kAot>qpb~ur!5K6{cf_lofA9aW z`LYzd*dBb-|7z?(p|F_b<;x!6E8)~DD0pCO%q6DFs{O0SIgVF)H~WTPopC8K^7~7F ze-O7urlutz0PvtGHa0dAb;6~Bn|dThFvf+)!L@}#58Lg#6>iwFncK7pm2G#eDyyP^(*295bAiprtRZs(Ph*;7IrR2Yf9rlf>1!Am4~JPhXM zZlN-CbQH~=!iEX`?jddO;nN$qyEnZeT)i=ma3;Z{;0O=NGMc9M?Sg%J z53%P^?FMjXbPTW?;yF&*4|fth)ZXTo@yXQ)Qyai*=`{O2FjY%j&LuMs>U3;H`wWU8 z1P45E=5yF$etteEUby%9!?K3`*IK|Bpl;Ds-h~v(v{G(yA06SnGp}=VZMrS)4{ZM| z7vO)9L}57FXShk@K^b8I@JsU3Oa_jtgq70wf zJB=JGNM1FFY>XpodqIr}NVAR37|znNxZnNb$B~WMpfy3YfdTwO!m?kSGJtB@2IHX1 z%l3{Lgr@~o?z`qk+Xny7C3ST{JYNT@84IM~Ab)>Lu+w1eQ7!)1=prsjnvNs}U8z4H zUR74sivk18g0>J~b$xvu^mKBR-Z=@@7gr-h8R_VTAT5T3EG_>r0LW4PhtM-%9ZhqI_K)Ll$53NOOfX5*Og}{pTT~o0{K)^)8_=- z>_fxDe{vr(5icUQ3keEhLY46F45;bYKvM}8W4-Typ0GfJdg>00)&exzYEEhh9Mtkt=h~Wuy7%= zL`83b5eAJ8l@c`2*yeQ(TzvLarhn?GM66HThJ(Zf%&p;b5D0jM6K!n;DjJu@ zqM>nvW=9UYm1oK*Zh)hR-eDGgLJ~;{iLvfdm@CsN_pAo4yv^g=LwKwL1Aci6N?X5G zT;`&uxI!!H!snHOh{M7w6jz=*lsZ~PzI{uM4IWxF zb542x9#bT%Z^O(8`T$%;xK)_iVK7A*`H1IAKIr*vUWzBQ;ZYfAC5aO@n3{i_owk`{ zO$13DZmyuHI5R(PMw&OFP1Oc5QAw!@jRN{(f>X-EVt%5_0ZtsC2G|S#Xz+vPzOAZ5 zy-0W(4jK#;9z4--qAhC>ghVToZmC&9siW?Ot8lTflHj1&R<;snE~Y>EJMl0893m&^ zjPySIn7y&JT>zPcr~4ob(3fSo5GaBV?wI&+7w;V$9K7!o_b82ubO0_XsOhhSADkAi z`ucSY1sTuuy1lSly;gRlTd!@RB*TTJq#+{V{i|-pSN-y@E{cqm`Af55LkYSJ{{V?#Pwx;Ur82z*b2BY=KUgRdHCF zIU+s;{Dg|2mSY%*AtO8(b9y?m!9XO4?a-lm-At~qs~Z?6tk#1V1Z~DvU!SAV6i;E? zv18*saRnjQ4>uWA@Uy0YaCvwk9rMZqH5hk+Xfl;qDnlC0g(jq;>H9sk_WQlZ-uwGHjhWtET1syu3W7XQ_I8g9t-vVzZ+snLo5e2VtReObUa+Ap3ht{v-RM78?;hDZoCJ zpx|b@4M1apy87+;wr?CukS=kmh7HTg%hQ-L#fJ$afzUhFyKi3@uG2KKfq@S>z7Ry( zqq+qQd%U461LURuobarh)Vyd81s;XjTfDC>Y!LlRHPG;6o_6bry(b%fUVAwvRcG_p zLubx>hMJL{wic4D29A%%qM*I;wC^|JEk8$a{Yl#Px6AG&B2`TdZK<)LE;Zri;$v`J z+&$~ZOx)J6>SR6__4ns5Uk;iagpPK+oHFxRKN6Ss6$1HK9&}NE? z(AyaHo6@CmOgT}I7_c&b?7o(g4@cLnas2e<^v33CO~s8jY_12{O}T{-Q8^6-d= zvuDm^$63OwhkWbTuVvGSgvjF}Cl#Oh-plkE@J02BXd}aLh#<+l+zXBC+@;Q)cc8o= zx|aF2rFYz)-5GyBzhb(rDr2-BcNxqTr|N0qCgZb;t7z z=**f`lI#={6x2OnSmK;;h|*FxG0-k3D_pS9Do46u;q@jrS3r|WOXUX+eB{1v(1POBn0G9C#EVyUVpU| z8GE6x#Ti8=z0*)uy?FVu1PKpGl@@;c_B)6n66~3lXGjUf^H+)sCR0{D?mv6RSM?=s zblKwv&H|ny=LpKYSC{MxFQGo1I@J&5+W!4mKkdJCX?;X%Q~mkt$zF<^^R(O6G(D-_ zlSZ4!sAj$XpJi$xafHVD+S*%rZHIp#gZlZ?PPgFBo}aNvM;DKKF!XxT=Og%!<8zJNG}#JNC?(>qv{{#6+&lq~7`Q{nw_rZ&NEA&JI@I`!iwV`(G|t=$?f{~lxfT|902`igm8(Y*&rFBt$seuP?v&~();kzf=ISJe zNXvXxn)J1G-0PJCug~_HdHmATqpf58ek%%gyi8R9P=lN1M5<2%_nS8_5s@Nc4YvRb z3oYzIO-;}Llgs`vyTrud^(z|T3uaTVVsxb_gc0&8h&*AAA}Ys1g41Hx{q;?^VPBfR zL^Ueqf7>BHbd|2jqg(PpW`Se3sNI(j*tHA2NQjssH<2Qy{*p+z{q=+gid1zF4h)aE zAb^ARLn;Ot{{c{?ws{D5;O?!d_PKVbR9gYMxS=lddo#|zr{CxVSKaIt7^-fUJ85&( z;Q%4~y2eg}1BVXHoH1j?(te8PY|ibTQQjPo?HpAcXMRDjG+p~!i&UrYpbwqe#=zQlqlruEFy^=`zv&>_?c?$BIcxJ7tH2He zoQ-3MhO4hQO!wb8G4|BG{@){ABKmp&tI5hnk;N(DaWFu4TYo*SlhK`h>6n|<+wv&kMX~2;^d-rAy@C-9*t1i)TOho+D)UPImQC9(N=6iB~%uQIgw&2q(45}VH zF!9>B<=&W`r35aFAi=1G!Q92$tj#AJKOH-)pt!KKhv}m0F=tnlmo^G+YCG&CuT)?h z^2G+-rWc=N=JW<2Czu;DI1nKh2Qd-W5Q*n+L(gEZ#&s9Cu*5k1MJ*?~dY^DLYRV0O6Ol=l!xcG)J$$h$miQ zYDyA@3#$O~5_S8}{`mQGVL<`VxT%Q=^-}|n!9u60;?0TPGmDm01xzwLv9Wc*uZ)-x zUfVkXKHl=94*UdbfR#;O1%ttnwZ<6h;^@tdF4#@s*^#^*u_>Ka_?eh~EbRiRSlPY6Atv1-+95cz&<+{1^Oud*1 zyC!2LAu{viTBa!?v-3+4L}Ml%x_^H{QqnpHhg;Uj4PeW>IYA`PY}q0;I6bb?w~dqD z3MKfUai9Q>C+)x6OBp~vF>p)eOT3{NP`DLxO7F$u@p(EGN84URyl!yn)bYr2i_R5R zf4_f^@g;D=*y?%K7@=*+1jVZX$C^=fEnsL|-N22v0qubr5jfeAx! z>ifDT?mm_kbLsNs>+RN-oAF8}^COdr8nr&sbSIj7|2NFQ&T%m!ayVQl<4B zWG&Y#ph7t5=xtx1^{mYjMq+xk&v(h2Ho*0+mmg9%t_>^CeJmnNWebrBLI>q0-wJpGp$M@c08D{hz&~GI z05gi;ukxK^P|D-qe45$_skV88!E1a78biz zHH=@nz4^%(`|R=Ky90>HQU=|+bz`&yCD;FyfmL~#M~)OiYvcVSEh})&rV)lX~c*v@9%YMPKu*kYwfpZQ~^_^ zeg`%%;(}5c1OnPJ=h$R0fMU3{!_(M z1nk&PdNP$bZP6sb@ZR${p8o}Ulz}6L`f66}9=6pHgJ{XM3LHdS<{!H(knN=)% zdY7ce)gvd>=k@bED(RtDvqZmP^YEwAPM^oidRiT{%)Y8X@NIsc1&l{OmvCXQXP5RU zkmthi*`-T_W$%ve!_DZb?SHdHJb z^xyD}6is7E#TR+c!`tFUwwcc>4Z2gA#`2sZ4K)gTu)FQVzDZwJ1s< zrun0l7Lz|rkgV*{D5A%-fM0#v*pC^Dg%CN(p;+gRuj8tQ385BBQ8Cza=$yLPPpJMr zDc~0Vmsx&_yQKG$+g>@rvPa#VS6Lm^SoMgnM8=Zw`v+QPV@9~ulrpa#R3aCU|N8a) znxH=Y`vV2{5*I%L6dV&*tw0wI3Pq>d<<;}%^RXw-?YSF0HyQ76UWsnNLZ=AAa} z-hYgkn3!$arQ_3`dlFHNnP0TYUZ~~M>Z7wKu))gQ{8M#x1`I6w7|t#}bzs}J+r(rT z+CLYD-su+9ea)o)=p)2C&2@&b24;k>oIa&Z^MfQ$&K-#+k)-TC@e+n@G`JQeQHgBF{+ z-}Kuge8TyzdZIbQPlF}=o%rBPRp};M90c`RUc?@l<-b0ni3-nVFC>2re61@MQ83 zRaFKMp=AQbhKGgW0+M~Oz_q*dZAEOJq;D|sU^RCx*jNF>U6GOQ)y3LK9kTl!jgCe- zEtJdn9HS<|S8Ho|u+(+JYRM4CR7z(y{6AGmOT|I#yWt`2%X^iKbBYPgCDX&ISO!-t0h4k;+a6GT3Kyb5kW`%{0y z5?#QWt{jb{i>K&LJt!B!AZ!N4I#YJ=cNqgyH`~)PwVP_UZ#`N%Uc2##xNM-xa+BT) zPtzl=jr!~J-i!-gT;=IVaxW#u2buKp@MIsTqpr1496Js+zD3qnKvWsEU= z<6dSGxrB*{a1xear;Ci)-9YfhV;9SX(V?m`!nhDK7Mxt9we-b~D^}#4)$HOS(vgKL zHbz;wyQeUv;_R#z6@gHm>65EwAIKU6_8T-m*pc{S7M%}BMOzUNQVoE?c=fVp(RNhM z2#peTY9{OIqTYJ+C~{7yct*zsm~Wf>@Er&Yg}zMwmsGp3!Ks|TZruWrTqya|qtl4{ z{{A$e^1O|2i}{Qh%9AD?Srb4W;KBgbvtNOGWo_XG!{I+`_O21OAnzN&^T z;*woTC>0;%uDXeoG#4PCQa!wF(uQI!f64OS@rcTMsj4!8@1z~CZ)vHcp^=BAyREgR z4gXY(&h)(hym;KuN$aonG&SEj(%;QGC``&oIOjY6}V^56`Rbo zv|^rIhnKOSSBD%esN5aD^jaLzj1L5u$c;s~xd zZ&sg`GK&S4ZR5rt3_mCCXr`V+DT5o+?!dq=F4LNuo2j;_F)6I@nDJ_ERR3V~>$pM> z_l1|jUcTy7)fN@Jy++epzx?x1ohHFXuIJDc`!$@Iu{e1iYL!@JmDUwqjI}Pe zuA@Ubo;mZd#?Cq$oJEw!j?LP!;m=@A%?32ujVqut0XTsX059X?Ro(ox;4<#rGh~wr z4|vR&iwdRP-b%C|)cJLb`%gY&_SUPTqC9voPq?7WT`^07poeWyNRhr(RIFUR8Zg}+ z%K}UuTH3Nj#{E-ghAgQo>0JJQ>p_Y^?Mhfh3iP{}q zyV6QX-}rOXsBE&c_3YWzD2wpbDOiEY2WOw#3SLT+Qi%60u8V3-;gv3N`Cfn#_;omSCV6r3E*GVj)bLdm9k;%5` z9rl0vh8w{g%s7=xu+o0WuVDie15A7tzNCWYjl`sR=x*vOfjb4OExee4sGYVB@S7%l zZz7F0{agN(KHve;tF{@OU^Rs;?}Ny1@l5xX$*J7h&F2;>=bP2vn(8+VyIc{EXrr=a zR#sLNhm1Us-hs>c(er6Wr4bz(+NW>dg_f30m`8B&rcb}$$xGI+lkk*9JR*#8;C)}g zH!#{dK69gs3-;EtOiXqM2QOT(0J5Y6LIa*i^j($6cpBx^-_k^{wmIdhjKZvTOt*9= z0edUnvP7uNroXCdw%U@JcD$TrODF;TwCk)qtWTfqrV+Ho~lv9xx&_}m|3+|{|ywITaeks zYe>qT_A+8(@H<0^i85 zc<>0j^gdEjv@Y{V;{E$uqm5vPR{O9I-9cX|sl&KilG8-%lccRXvhhjJh3o$-fYc5? z6Aqaa9yeh^mV&H|%;u1!sw)}+VW_sL3bw2P!=k;zkYv`0;or^biuo26 z73Jm0WIQHFTU%!CQtv=yD&)#NWo3g@$!zb- z7~6d-362+R#lOPqg2}-!6U~urfa6?Tw7QRd(W(D{h?ZyH__$;VSR~*VwvAM$ID-LR zaF4W#mHay1lDc{#vf{=@cgjkXGs2{V)s2HMA6z-d}I!1>!1%wjvhYi#lVDqr9 ztdsTP#hN-gvYvuE1K=D5G}agTqszH1(3C&P-b8$)K|AG?kLNlNacQujL0Mf?mS`tx za1H?i+_G<5OEQx*7{cPV)AiDWcmAH!rHBtLLFU$u@&6Q6$?<}5a8lAHH#b`6DacSD zL1;@P4X974%mjl-XXjc1Mq*Jhr^j??9$X;vU{GWd zNdw3_q<+js-0=9N{B_i40U~yff%dwyqDIny07W?=kjiFevQU_;`wO@x%!v^SsI}O5 zHjia~1BJ0nZ|~=p?Kw~^YrJaz2Bxpz0IY$S=>rJ0OtLHDFl%lq)19akhGUA3A*x|f+P=yg=MYSKmqk;=xcx>c^$Vg%T?kna!V{rS+#$vH%_3Ju^frp&p=!Toib(_djU?Ef#m3r{CSENb~F~)cIsvRKG3QC zRYzHT%7P?tb9MFi_rIE)412Lc=NrgBAUCf_rOOZQDYui#6DI$%&MIDNVS#}Zhm{3a z$Zhn-kAHz2ZO$AgW+rJ|NFa38J;lYB-q4Yl?4{d@Q3$y~X1%}9*lU<@zuXQk{AC=%)t_D33sY12?onnYn-ul(7K zm%}XaS3?5|J*MHXW0JfcMwLdF$>;Zh^`i9bDpCUM`I@ptGX49|82jiVFS7XpY;9TE%}iyKemF-ee_ zJMDAo2rh_|zY!K<|3+!)iA9w{r1BL5Pxy`HMf>;dOI=!ts$@sPuMDO+AVlte5Vz`H zFHjsqR|LlyiB0A=e|~ZpK7*i;=Kfvjl{-BHLe$v?26vu4W5}S>x+n1DOevl|{Sjd} zwq|>F7P{qJTvdmLp1i@e)|iNXKyZU-Tmk%w<-+dW4|r7A5=$B|?~BLUfZn|^bzwwY z^MYoccRp!|R|HDupnwv(2Mk*DOnLp52OU7lNZq*W85yPQ<=_g_w~`6rvQ1~t24tnk z7PiKLgC9OD<5u574G;RtY4HK==Y&zrZj)RQwj>A)N~&MKs)OrC3?H5yX$yK*k9Lx* z0hMKy;dSFb@%8(sDrFK2UAei;Gw>S;Ot8C5T9jURbofkFPi^PjLVY$;SE?Q_F<5$w z!Zdu|5zS$u$6B-hz{uelIlpOwpSlACPeCWQGl#DQCr$(y_a38SP=Tl>f{-5`4mw4h z{^`R90VU@{NE$F`&TZ#wDj8B0xuNjUqdl|FDok=U;mQ~rXTt{psQrBO=4@3@#f})g zbNWjJ&M4~oIMF%WbgLTJt5*(6fLdeX4wWH$61X`RcN!|O1WIYwlcip(ATzRi%)+gd zAFP~Q9t2Zy_w32Ny464N^7Gey(+EPek|{TD<~fW9J6p8)anhTsAaL~}sjoAW!?w&R zlH1r(42m%h`D{Hp0-W{U&w+kNwa?Eu>rWU911Oz3ecBcNBn=u(!u#n(Dhs*Nf=}hEHK1Y60?22*ugZ(KOLGRgSYPodj&G_uCRvXHc74kYh z{C4w&m#$u|L&O3;!D5CV`E&HBA`c%qf=4y+6)BA2f(1X3GZbWGV0nm>E?_#(nGPIx zSk+OZ9-6Mc1Px1cXN-VAi_VqWq-Z~^cE2+kp+R88q=dGZOeq@l9{lyRB{cJwXAFHS zSM&aKef&T_J?cl6_9>g2DSI=l;f-J0>nFh8Zt)=;MgycC1ClMXO5Gy2`dn3kzvZA?YnpWzUdl z$v>v-5c)hdrHZd#4`v{TvSg~Bmd&Fm5EF4%*Q>a9;7|n=fpu#{&<78!M-Bd{${hAR zyB|}pRyfhw-G7;Vw9O zPoB*53U8n{7GBAlEPCwAS|BJ8Ys$o1{c&W--Y551OV8WLXy>69nVNIiH@SGx z#+r0_E3s$oHP%l1boCxS_Et&h=`6Q<{qiLmz_GlA7MG@K-sEETb5Oe5Z;F+To?Ua$ z_;pQr_g$Lp#FmtJ&dK}R%P`$p&dTVTnzG5UFaNDn^WdX4lu9o!zxnaj7PRqvrB^r; z6F*VxU_$vJ2+dE)h^S8gwBAzTMo#pb8C^4{|1TuYZOIM9QHvKhkj1E{NFoGcP!%!7 ze>7VC8vjgwCdaCbB-`76L9|T#h6*<o;Z0_dcDpXO4EMoA_& zCypCOleyMO_)(zDCi75squeE^7Zw%Kq#dq)m9&wR1(uXxGyT6xXy?>;`nR*-#^Q^X z)LqVAH%kC1@wKtoB2kmjHPhRqR^LjhSWr4y{&{O=R_qf4L7Ftx6l)&~V!<~47MJt> zYmnppL*rS$X?9h;*z@7oIpZ3vml^?0CRJ!LJ}ftsE))_q zQ!W9Mq~3vbpUm`T?pkPVJzMDj?)^?Stj^A4D$+^SFO2L2l)WgY{)Xd*uI;Rn*nh8r znh*4m8!~Jdiy3FS_S>Ij~07&kfR-5sqyCi{Q%=rzfx`>wSF5=ky`$vr&;?&tz~X*2saon+JcdkGtzSZ zUe3rUzF^!|&`Mmr%Feoyw5@$)r_)ED=R^xeRGHULouW#)1EtFP81{KGR9vu7-8}}T zCsq=%LPXoM+C8M-Lz3CltUY%j*jdE_+NAwR|2D%ER{z=nEKt=IBdm( z_^<;9z{l@=K7D)G@Zr#GO^uBhY+&T)SaiKdR6*C8P;Yhm050N^bdL!J5ANTeK69oc zUmfYf;(9cbq!bc3oRB)0IO;sG=;Ip1Pqp!d1&SEeSi`6|#M|dKP5L2u? zJ}LYn*0MVWoI#Yq+T_W{)Rr6YU6x0EQ;*nE;1`5zg>54!Yn1L*)`$4T#3+=yw>EDD z0`)rZB~7)lQCOczsR9^G0zp&RC*DZA+X1pGfvlXyu5$Hi2vv}fjIBS1Yin<1 zlx>iZM_$uMAjAqez3PZfP`v7Y5OzJAqi!eX=jP5^w5Y?2U0ws*g zIbbJMGe?Sfre{Yc1ceTuVW%Xdt7Z{zgB@-IEy;%uFNrW7H!cY#0(bx~67?ZNrde3H zlY?2LIsAYLNfQc;)I6$vwd5ujmoN8M?20*2XCvs?V!X{33ZVqnK@dFv2sPN5g4D#V zL|`zDu7_FTefxTXE>Y*;3v5MyMhu~1s;;a=$-#8`4KP%;k0P551(XQMlF;kyv)iZX zX)O$mrGsf8AI?l};lSKs2@6Z|X43|z|7lU=-|jy3tc`Xn6u>#v0X4Vt8*em7dap=P z_&|a19Yl*IpZ@z2GMh6;&*i;8 z-wmhVt*8jKJ0Y*QxVY=d#&@0C+s(#r>T%aSJ=TRBNStZ&a#(OZDz5*5mX(@98-N_> zcc40k_NLVnIFrV)USx78N)Rp%Hn4X5g$qG!%zFIzLv8b&-C5}og1c3PDqR4c=+9r* zy<)ZjQ7F`}rKKf|tHrWqav{MKj(3P^=#PnN-pGns6v7gcu$Y+4rV9^NY8>myl#H-h z3!@qaM}-w7Xb4woY=w9&c`U4a1h!)2kH;)&z)%i91q+xxq#H=3W2VGKd@Ue1EiF<8 z#Pk-16-AqO$UbV%iM#ab=UsEmvwUNieZ`~Sv7VmHV(=fMHUI!vx9%IVt6e*HZZ7lC z*S}4RKv6ENbI7h|d=lFP*5|VA6DIu3$&+`e11YAl%?6|G(XE@{gX`;K{0|1xoEQ?f zDzx;`aEFQQ(bs&PJ^nZ*~rVp_sOg zPX3oV999^WVqITdS=}pAm`h}7;fD*z3M#9sS2gscIPt3W&duS7*c~ z*EcGIPjY3g(>=_Mj6Sio24Lc=hG;XouP?5DfK^V*jKO$t^k`w@I?&Y-8)6_cqQi#{ z1klCpfWkS8RP^!9Rg`vWPL;H5rYvZc@=O7TvBRYU_5`I>q@N1xrR^(KbJCF@e3lDY;J~w(SU4 z=1-;N$+a$YCd}KkSVxfp>{hRLcUS1uf+LC`Jn&s7d-JW54oO5x@PqPha?_2Y@J%Mo zqGCwjBPi?{fAr3LJ)C^RaD72uvUVX$xZdV@3~Gm2YhMQl{^h6)1Yc^HCDJMjz5VBI z-Ky<2M|Z(YovqA>0zIGxWTv_7Ou#4=m5vw-MhfSrbs?ML7ea741lpg8#$*S}`-_+mQeP4D0W81BUyq8C4b-=@8`8S)zmi;$6Cn=# z81=q)PfJS+YV$4Cj(u)qt3v4g2Xa^$zvx3xkvThl^Qn|EBy7Z3QspK+-1ZR zI1@gxqGG4+(ZuW6Tn8$pf}P~db|vOwie7r_RY|;KjI!S5XYV%|>Ug^Ha+9{ZReKrL z$?bF}rWbOq9{6s~J!i;Am{Fy*MZ_qJ#uu6r;*WQtv|8pSu$f)qgS&V0FZ9}Wp`CWQ zYol;-Es0+yK2a4}z{W32mKO@-oZGoUNjO3Sw>YZCOhaI5g@Z%nkt2_;N?9uC`DVh6vsaz&j(yF@e5e7*NStqfVYv?a<-a<2 z#+(T~SWdJ~`TO^G{&}bE1fPGY@k>f`7DxVHtf|rb`$e@X|A+`p6_silQ1m>AawsDz zt3>{@1`|Y68tVzh|3c=K{87A7Xd*h3G$2kpIyoh?-tEuIBYa8oKw*S~Apq}1@u33h z)XCJ%d(*J9xLjK(pL3|(I_$kOi2Jgm?MV99p*mBlOJ>bzpW+lz>d~m(m?`cVdD(BO zevCdehDm6e3@ByeIv*{{sM=UCztonScRcGyfmGnbkz za|BkeI=Ree$N>||Y4`4Kq9sJ8)QfoMv&Lu!rr}Jb{(CPP*|O{Uh7$VnwyM8jJsGl6 z4kMdC8g3`rq1Oo>%wlmmG*0TWLK+8-O`s})Z``h%4QBgVGzT7+ZeA|Y!M8B>6bhV3 zk$`fBnJ)X@*3^QSI=>6z&K|)uC}a1h0%U}9xvl^W=oW}B3{%La<%y2z>MPyB7w>@) zqlzQb%t71$&J#T6O;ORfp0&Wo>=%=%Pq{y+Nq%$Axqn7R>c_N?jNDUte>nS@U9EI8 z-L;g|0nQ5<4K9mE8BL#VH<~S)bEpMgyg0Pxj&A-GkWa3P@TtSY1(ny7IjTBo z9n_@2OKshHBP{GCyg$pBsI#IYA_DXt-@TjU`enZ3h$*ak=1(dqwWWU9A-qgN@Sl#> z?7hq{;BR`cf+cNqQN(`ko35KR6yv>nUCbiw3r9rH)^n}c4|Gp<#kY}b5%X9!yZysS zDQak3Idy6pjoH+xwu}Xeolw#FPV;cLt9$l`pSumDMiBGJ&{FUvi zUNA@0q3%*JOQqevl9(8{Z{LRX>xI@3x!Q`|(f7Oj{kQt;(XV$3fVXX(L-k(M!TsC8 zo@V@`;Kg_O`#;b8QD0xJaf{z}itn6ufuUK86lcZKedPt?E(h~J;^2;~MwdtT04{SP zUgj4k42=&Pe;{Vvv15A#1+F?WFGTXn z)vEx`WmGzxv&4ub(@0V8b``ILFDIVPlRV-6meZW-_n@qVji8(2G**P#uL}L_tjy+HSG(g>Q4?0gCd{(u|WQ|7t6|t-M^mj!o$3xSGp*!|WitZji8TjB%n?g=m}^sn#j={4O&} z2XK&0)cc69px)3lQZNzf4PR%yOsQY|3s#>pkE#t)X-I;^L|Q+L+rXwG+|X7TeC>2s zWO1)rw5xi~Z$%6$_{8MpnvFT1`2L8DsZS!*9JCI<5Gv&zbGym9PV$BVBN*{+vzKxf zKYaeY>*)Yf$Mx)>xqEkrmX>tc`Q8HtH2nB+=fnBHu+Y$P-hW(s2Lg$yC@JC0D{PMg zxQ>iG7au>zaeeTXN$-q9Z((9$!qDXRB@D5(HD$I9IjO?(>C`PwA>SmY z+=5ej@cMN_gpJPFR*hiN--oxE}=8^G%`{6A1@82B~Qj_P7 zf|}!Q@O3%zfC;=FMRZy${nhj5wa}L12eJj$o2tg}Wj0^-kBd^v1}?)7Vc4*p70S1q z$BkFHB8=$RP3gS&`_G>=#6xb151*u?gK;<-yEn1k@TtTz|3mjMpx;1izHA`3=IJnn zGjKmB6C$#~|5WTFy1Bqa38Gv4Pn`}#M3hn1x_w^7Y2vV=aPWV@g=F!_o7hD5|AGzf z_mDPEFm_$zzza|;@v>^g&c75rifOlzha;cj2O)6klcgpX=~oHK&_s{lyxGbyR7u-S zsh#9JO4j@L5jUt^zn_)0S>cyx8Eq99Wl`*PbOSUDz0G?Mp^5^z#+jU=71P!|#;1e_ zR#YT75*SA8LSO}X7?I7eT6;-9ZCdC0Ptm*c@R<(Tv&Vxy&wGvU$|4m&o~j+AzFmOUblPB5x%Z+pG)-LJ!7hI--9Fbo~=^>+0$fZu{^_OYC)| zS0ZA)fh-5So33-G!C^h$3+tdYK6cwR|*^7Nwfln846B5vs)EMR~Tb?ppi!w4&1UZK}dK z=Gm&%t9vhd*5>NwwxQ%^zoui`mOaaU{5Tb}7xA4NzrGm7a$wSRZ}TX=9cEEUvp&s@ z`1wpdo6lwCIdM*RD|Zw8tjWoQL@;`gC;o%k7W^YuDUD}eYoq2$0B!oiY?fzjZm#>Vcf zxY=6H=|<5lV0H#3*4DyG3$8nq4GaNV?GNwXF=a9ICep;&zIDX)Bde*b z>?kw*;AGo)|Ad(tK@qh`RRzSuk-r{v+qxwa0O4|3ZO~*r`?Z}kXPoxPi z8yeLZ(`Fh#K}N>(Y(AKnQ1Q;4YwP5c(__o(jXxto@bp4zNf|<(s;KoP5KG_Lm96*( zC=fpd;Ri9)t5>s+YUQ$YlxG4^=3j0A2Zjd?l;hqnNeh*)VXC*k*NzWRW`c(z_&-+! zN_L60bt?e}ya-#NkiC25nmwecdqvxq7r89|DrVroe@hG|rITie2?gjU`fosJiq|J<9Dee3l*$d4z7nQ}zIQ9GA=72B0@0cCoEDfW2xAA7 zxzV!$L7VWk)bnbb>N<~w1S+FOZDpKoQgka<#(ysBeWGWx9PkQ=T5hb%=C5MWvtc47 z`nxWGiD}aWMn#jObX8?ibkNVBk$q>Fns%!X@;guEF>~gikKMJGtZ{U_nv`UD(-rKR z5>MStbD)Ak8E-#OrH5aq+xAbae%uHi@C%QZwk>`Qzkan;r`GHq z6Eqtq;=u<@h(gtQRM8_874=O_Qxsj+{Jrl&hL@T-g%~o8lNUs$6+G86bh5W^pxN!{ ziNKE{IkQnw9Oh#cHzf@o0;NClXbMT2-t^fpKpY1Q4YhrCly2$o{!st zfVz)ceU=N9g z4+Q-2K2D!G0BaZ{@w!2GfM!d;25Pp?HwuV0gWQ2Mt{NJz38{33jIG>2gjC zBOlfCZDpK8?4tM<_A`?Zy&87K#FRaL93-pcllr#Rv+nkOwecH5JEv<5-524OOA$_s z$0i?A6oQ+jpvh}1 zD{a|1{$;j{h_6?uZep0!hNn9pN^~TEN}9vb^E%I8ZRoka%k-OCYAa+*yn3&dz_gu2H2^t6D^*6_|5~n`)OnDtdZRV z?vfRW{L7_36E=J@ZKfPh9l+QsDjA}Vz-kD2bw9T1Tf28E%zZ%9xg@;DPC>i<_6L~#3nRu9iV!o-8VKa~sUi*};#fb9l# zULqo$mzo;tFC1X6*Kg|Q<8Q;pM3l$gNXv5CCujo?&qN24sSrCdMr`JRk$VQ+_vSmo zBfulw$G&|R6c*$Fuk+3?bWJMB^ey|e(e&WT@dK|drJqKY|8ng$DnJ^8Ktmyq|X);jbpa1oiZmx%1v^%TZU8xcgH#Z2h{w^%IJ!5FF;T znkkrETBHiB&5x>T_w7uDAEu^-WhuNNrs%&slKlJR*|V>|JhmE1b_vSL%gx1HZlZ?9 zisYglw+EN(7YW$iDmr=PGe8)MN*dMVE!Ox^3QtK>TJbcw4&m)s26hCc_xSgxq53JB z8ERXmG9${|89zMaw=Q_XdSS7pWBMetQiM9o3}TqI&r0>ZCU_b&PH@ z2O^X{h0&61I2qJ4;O@H=@22ZdSIf%F_cxk%Y0(0SZqB>s*3J;5u1}xN+V>&vb1Y(x ztEX6X*8gn&`CJE9!qFpCS6_bpZS$n)l9H0Er=$!XP-GD8%RhgfpTCb!M>y)bL;tI6 z49j3HWM=9~iV<;RpMDfZqDPxoW9VZhCwHiKP}ckJT8cyELmronIVsg+@DS%-*1tDy zvQ{>oPtc-J&%fTdIkjZrK7F%O`Co9+!ulg+%XgsuiBVMzsq#w}VS#tnX6M~^j>CVa zYDGVzO~%d2|AW@GrDOM;eEsd(Qe2Ir-BL@|UK8J5`}?PTp?asDJubfuQ`Ibw)lSK( zv8Jok%{e>vhi+zrv*ps~@7wV7+C6d)pzLoz1R`MXzt(6>D~gAPHp)7R5rQjsmswcCEt?AD-zQ@e(hO1zR^bM0Q!>|T7zDFaWy`bYpW({ zU^s8#`GpJR4|jPms4su^;KP-utKgGL?+>sD|MlAoj_q`GPm#B_Bi;SnOet(@1CO!L# u{S8fdeCkNSo8)f;q;(=AB|H9zPp2KBsXaZ*JOx)B5mTethL;U&xBnk1i$xFs diff --git a/man/fragments/figures/unnamed-chunk-23-1.png b/man/fragments/figures/unnamed-chunk-23-1.png new file mode 100644 index 0000000000000000000000000000000000000000..a555cefd459fb0452edf6b9ecd0e2e08007915d9 GIT binary patch literal 41956 zcma%j2Rzn&`?i)ugUkq#sEA4=vxI~ak(Fc=nb|T+RCZ-0AzSv|ks_pwjLfWLZ`tEL zF5S<6z0d#sygs+*dhWZf>-zn^-|u;z$9Wvb`SZAT_0k?vdQu`HqCJw!S4I z+R{U^760YWgtRVRcHNg&vm_$g`-$+orP3@xkBI0H(PfDXN_KC?x@>P!E^O?al5eeg ze#qhRAqp4&pLJ2*W(+j;uJ1xD&TqFQyRlb$u*NFlqgRN>KcUV-Yu0cr{k?PnJP zSPs>=v6YIY-a5?2R^~=ly|PrrTs<&hIT_PxYx>@|TqlDZ7eK`3wYy;l;s2apd|S2+ zulq^ph4FIe(f|6dLuGpp3Y=elT~bn#muG8Z!`~3QHu~9zp|`hJLS+llb14f6TA~km z>X~{T1qJ8CpOxLFqNWZLF#lLxJsjb(o{^EkQh3H{^5^@Zp`jFwy#1OaMCV7&Ki(;F z>)N&F(b0$3PYVdNR#zW8etcx8A$t6`v4O!g6_r8D*4$kFa|Njz+b9e)ae-FpUQE*T zmo8m0F&Wpd3)kiuA0Jmqz4>5aqKo3N6qj1&_Rv?aUkl#-N_RTM_};y9`n7M`+trQj zot#8GBm^yfJqr#Fc6HqvA~!!XV?Xn2*UF+Fv)KHfKg|sd4J|Euckg!mGeW(7qsaQ4 zkkH2JY@Lsf58M9Xyl&@?%sXCh-W)99cB`-U=eW$KC?)m8pp=5>p^_`{KDH~@uV2^H z414l~Sajge=nvkzU+-I3knY_pMG_|B(9+nL6&rh}Cg{ZV_^Tog^JBK%PCr^(pVgHb zHYak(hr2y}nx>i&_4e(Dva&6c)5F8V(NaE%iHYs$+Mm7za%N>_O8L+$D=C$mYr3rc z`7zd(6&M(3X<>1<_RTr%kK2hKzj*o5weHQUR|a}|zj}HO&G76XI^?cOG^gsazQiFu zw7#~|Dogx$dZamN7bW{4xB0QQ$5*nmvM!Ru#>Q&%3|kcz6cmJobq&@FMbkj^kdwDv-oXw1kR+eT5Jv~WD-CfCF6LzpIt4;rTaPVM$s;~26?^CCh`L6d4 zKf1csItwg+|NcELgXq$JM7+wkb)4XZ4&{H0r zzcNV6b8BwAgVtqfb;)vGl9Y^WU|;}8Rase?LY!^?y~U~C#iFyOojoq&78Vu=* zIzuDCcBDMWMz$(W(GQM-~jz-YO-3K(x#=Q z<>cga!&U@GMd>&@ug6^pl~`5VLZrASx93q)2)~KCjErY;vazbFs-vUh`Sa&ZO}TSd z7_%PC{>DEQ6%~?_l4=?n`g(f18TfZQ)U>soJAC+4ef|AGtb)y0dR|_s?PPdlBuk$4 zj_upM51z9a{vNw{qa-nLB;UNBTs+-{iRh3boA2PkEr-HJMo0P1oYB$Mo&GAMFf}t1 zrTA{gjvY}NI1C?Xgo(OF#yj%fy?d9ww3mpSPk?ye`Lp*-OxDKpx>Ii!upU0lYt+IO zRkMXiTARxWl!{6o4%g|^iVKY?xw$v4T)A@VR``&3p~l6FpXP=ekxXT+ zScr(Gx9++1JzX`qbYopZR@MuDp#!l=O-=2Q>Pl2(JK56G!d^&9^sx02G0#0cJw3TA zSFEkAJ-D}9`QxC-_U^?Yke}KhRGRZ!%di4BmzI|H929syblfiA{!gN-tN6u>+Zx=h zo>b_(M>1Glnw6m4`j85NL!?q&UA=ejUY(L{owc=C1YbFJN=<2fbq$R)t z`EA}Y4ULU8b#+g5r^H!!c)GuTXXV&g`nXit$?5&OclR_k85`V*4oQ~VH*Uu@5NU4v ze=kk^&e`XIfe515 z_V)G?v>$nBymDMN*269CsOakI-n%!9)p^E^FJ-$@XRvL1W_Grft?kBiC9?;&#Ay-d zRRK0Ox1r;k%W}$Yb9pX2-icQ>@-zSaU*G8MJnt8imZqhqcG-%0>!BCYZ2LWij&DE2 z!y{%l)iZJPaM)G-3|0AX;o;iAt-FZ#Fg;|dZfctAtMEE}$(OB={6$Cc14~KCiYQ61 zLd)2cloZsCyLaz)6@14DSVM*DDv&zVMkxE`uU%bTOG?(KdOzVRkuiTEbUjkHO7F!{ z#kENvGMK{4!|fxNi-y9&!Y;GDM9kTyo)HpSDSN!r+}s==nwWUp%xn_p+;&iA3waQ- zDpFNKVj}6C?9R@cf?>|{V``D!EuEbx&cj1PM*|v&$n{0um7P6v=4!f*oHL-o)646??kDN=j`!}p^YoNaSATs? zYTNlYe`1K!Vq(tdls^L;AlH0Wb?5Hg@55G6NknhG@W#=}$x^#%ohY*2o~jpz4;(lE z>~h|A=<=RhZxoIOeEA}S3J~diA&!sgM>`6Oj3nLUXGMmlJiAY>%hu(KjoOUamo22O5r8#U;NB9NM4%ny=m)FEX4C z@>aWUUdf|wT-!pzvcb~t!M%n2vYf3LfG&B|dxwSBuU}_QX5PtA{rvg!&bRC%`YbzZS(|S+YW8X#q0LuOQ$;GV%yPBJu z>+7cg)^IWbKNt7;K6~~|hW}$>QJfMX!w|ic*V5|#_H7(sVljY>mfQOPuN06aRZ>U3 zxo(806Dq)u>6H5V`k5Jvu_b&h=keo6?mph$ot>RQTxuu7BlEkDQzwCMG7a)v0an;%x<%gWqFi8^3>_l8lp&@HKM>z|vG! zw(iU~594udXl_QBrUA09NE{C=1QgBB7dThoQa72Knfdyx8PmM5h{)RFbU*M|<*iiJ z4A(WfV(bw~$^KnC33)W;FN*#+|6MEpzV=vahPt{sf;~GuUG=?vj<2t8TG}Mw5b(7x zPv7L^24HA$v9Mb`kibQ8ag+-|EjI>W#)AhB($L(!cdueRnr= zXzK*sDt6F)UQ&7wA^RLUk^X)Tm7rT}V}4v?-WLn<=l3^;)mTqY&(hKj-0|zs(6pNc zuHzPyjufUkIy%y9ir21PyMCQA>}q_20V*9yWK>jC@298wn?JfowA&dUbNE+_FRm&Q z6Ph4tG8dPPCr_RLs}BqgZcKgJN5XRP;zdBey7Q6OyuH0!X+uPvma$j(p3^$zBwX8{ z53(K{`1LC$E-n$}Ju#7;oqeLSpz-ThZ>i{|#YHeJwi-O4E}cq8BIVyz_p`Pr0$9e3Xi^Zx3;Rz=9raoYqg`rA|g6=+G%+X z0r}y>`LWobpq3n?ALt!)b#yXu39nwg!c}C{@$m34)6rEqR|wZhE~;SBR8;g)%$9bn zYp`%}$&DHTDrv6OE6V&*nlnt;diMVh1*jD?o`+g zlJ?u5YB+M=dT}8{BDg-pywYqxG7OEr7A0P?FX-5J3%ikDy!^{{ZYVRm)nsuNxnttz z`=adZ00~y@>#AHqNC~Q{t*$%B+D}NwDkA*a+uPG;hli}}7pV8RU2-f!NhZ=BR#!4X z&^m9d*)Jb|2M->MJ*aF0!fk45+RH4OoR*fBm?(JfdrVLe&Dpbg$O$ek zF7wQk56L&b;P`#-L=#if`Po@AQqtqx+`hoao}P&P;e4*VHmp6jR>|tGYJX&FV1v(< zmE8rFm94FdGXpha@Aw{)_c_=TZiD4xv>_uS<8*?$U|4u?@Q*YtF}LTbsi`P&SFZS! zlsFgN0n`_&y=!V(tCL|f)*6YDo{};?JglayEcs#Qwws$9evg8RDjOk21vn(npOdru19pBJziS%y^+{zb+Aph5mxxv$6H?;$kKNraIJ;vCImeD2d-380 z@+^`vNu;l>Ynjz)2InqD^0S-wt8V3;n39zAiN7*5G!*TCJOZR^TO6aP{-@?2US?mO z%{}xV1Hkdj_DbBdd-vSjTy{9m)`C{2lyX|y<0M|e0(o_13G z5{O`BW8baC%jPw)~y<=mYVLPM)!>8kS0bFamIcFJ{N%$ck{{Bk8%J9K~0jK`- zt+C&K4-8;k_Rya>dhXmg5fP`kp@v(xZUO3dt8VL&a%5xyA=p z$}c|MYtmI1sBvVnyA-+Ytl3Ybi+q<2=gI>DcL!#YCG7vE1!WD5(ca$aPy58K9SsN* zvc>hCIdS5|$&*tb-N}$IB^AcGhXt_gA?CVt#-nQd?0^u06f?Kwt&=H~Lh zJ=7mS0?<(_5axWr^!FRyJFNtX_}6~MA|75Z@5273^@d(R$1 zJt>X3c2qU%jqrmRpoHax$;pus&vEfVehy##UnwCWZS|2CZ2?Fu2d_Hzy*PXcfhNez zJX#<2wcfOnD5AIMJ5eqn4ar=2buuy`;i#bCGL95F^u^J%QrE|iDa31QYfVf{&_TDZ zFJ1jDp{01QEz1}m*>$QWNP?A7;Qk>&LHlp7`Orb3qTb5Tk;J+B{Vi08IYNKS_|$)F zDJUK5@%9{E{aWO8F0B$_cJ{j{_#`agTOK}qNI+PW95$jH;W9PyLE}KlIN>w1v*@)e zeHa#ypt7^GwLd+vJ}p|OD762mvPvf4VauIAG%tKNPL!Xk_GPcVY{M)@NZz|vHZEE1 z3iGJ8lK~WLI3S0>lzHPn)*eu?aDK2$M5Cy9>@}a!aZb*Rq=xhRj?9Q%3H+!|fSIZ? zeGW73eH~H+lo@-pq+3I;T{lX0=O5zg17Z#u}hF(ai{=@W_h{v8oYR?MeNbNomV~N zb&HhHxe`gIF@;IiQEYGMC-h1W171GlTDCd#ESzx@iz)7ZF4?_zdqdV{7FCovojJ7Q z_{GG3&Jf#SuUl_V$B-KTeP=P3JxP@QUknxS>rTT(auJ~y`V9{9sx059OLtvy{FE0$ z-{(-lk>alB1K2i&qG1o?EC#ShM8h^H_3fC1*C2+1zEh(V5KWk~~{BnSdDA z_wPlR6qDlO_)#C?<d|tSSgAFp8uNM_9Eg(u}|J?WQie_eJz)qBu{?DF~D43Od^8N)ftgNi*&)dDd zccZvm_Gj1rQIth_k4EGY@{X;oZDp#tR@Pmg(o&ZPOQm_DhQ`Lb_w93;>bX!PNzcIW z7pk{kiEkW6fdk?~6YJsS<>liea=+)its`;9CX*54URYR&zmS?b0ffIW);0?s6NlDj zHoGPYt*>S)E3LGm;!6Y}XfpudZTQ)`buXi!8+rR*ATRK#2E~U706*{-Xa~Te zfNYcv;wrEjektumtG}5^?D2jUQ5_xI@%B50hKW&8eSLkdlXNa~LoXgbeq30%jII%U z?9{32ii*a@#z@WVS6(-L|L#hD{MfN+(8%@mXuT3Yft)H;HuOjmY$@ zt|eJ*{I|TEoa1z#dqjj*rC)SXQW3K9*mohfYbGWsXS7K7Z6a$);4UmTngf7u^yvT= zrrO$NyzDnFT+jxO4AL0DE!Nk!7HdHv&MfLUH8u4L#l9w(hvVv-q0v#VZtLH`lHii} zF^hiv_D$r$3|rXMg{djJQ#$2IDrvrqLi05|rP&=h6DR;6-rfjWCl(YeA)`!BPos4r zVL|6n;d0bs5n@`~we;$U{$9GO z>MOu_fXwGC7Y&V!C@Cq?v^@A+o|~HsPWkm~dNB9ssCDy#&N(e-gLX!bfJ6+Ymf^qw z4^47E^7ay^B76Y&%*T%}T3i1CAVyvM^y!nemDNp6O~f-OpxRr3IXQoT9X@{iXumM= z-g>mJpbOWvOzF zO(bD`%2O{49-thZm~j48^#XJ=7G6wDY>apc$rM~bt1&3mGS?mGZ(3!!B=3S14UqMv!^lW}n~FuzR8J=(K(Z@7SYACC1EIl0;hF&FgT0ARYh{pf-Sj6+BWZg33H zrIX$f#n`Mf|HYd(#-^rNq&elJ8@&_@bO8AXsqTF9Pc1F{VqzO0nZ`Jp$ztBVeVdwE z3#wv<%=g6~#jR0>6;u+i))XY(&{g&1L*2@MU0NkRVcY zj_KqcLRyYvF9{=J30N0*T%ait4M%mnnW1-?fJ0?3d)MhL7nXH&bPWFbb-NDt3FQhM z81WwZrksqLFJHJ$oS2sFFTCBFu8jhJH)3XOp}P{-b8ZZR(vK941q3OHdNT;_#H6H+ z#eTokz^=z1xb3k`G^@BoQ&3*5YIC^NCA`yJc^|u|=sLqwY8mDI7rk8^2(-*`u0$G^ z7~~u%XBQq51N(%8hR%wKqan(5N(Qqwe&Dp7$XNRxFU_XPL4_q>k!FKm% zRj1i1*^HcpLuFuO1ljjXQS+x?MI1_xkOd2^!0B)`{r~&{JqZXt-2w-@cu0H{EALyG7>YCd2xj6%Y>s z$2hx+(1ef{EPV`T2-x5Wr z-nbD5Ny6ZW2*p?w_=R_$c@uNPY=k-hCDKLPJ3EUV7EDRqzc)3NyF5Q3mhaxh&(Dtv zU*fR9efaQUR#qL*4+m)@PU%WnSey=0XJ%%Oc=M)nK*pZt?W>u-Pj6(oX*p0NS5 zT1!44U{-I3Bys>S4rW>c4*POZpgU3RVEqp7fswoRXJvs?g0|S&=|M z+D$KjKf;`r`=;G!%Ly_vuUD_=Kux+`Ls3SF=Fuv-si7fcHB>(dZ6-d#`Q!YCfAudn zx9wV5TJt%=z#3hJ*4XrK-@c(2^m+E|zKsn{U;NN;`C`N#&As3n zx}T@A4tZ5T@ZpUx+O=oT2_BwGEgEWSAB0*D?a0UoAOrLt5J7xr&uZlww}H(@#2TDw zZ%$IlL*=s?0$v(Nu$pz3gssi3+XSI?wHWwPRaM1u@kwiYJK){&^72GSo?jhn>|ef= z=Fy`^V|zqToid;KRlQi_Yo0#7Rcq;T1d7RDK*l_ui6w)kfl$RY5GsGVySqEsJYr(v zR$-`7Xz_7(Al$I(D^K?^rws<2tM^0?bYW*<)FPA|mR>A5+oL;OLAFJ6VffLltcMbf4&N zHp4qW8Gq#O!|@Te8B;|UFm}S!Jl(E`vu;l9Urg-ha4&r$BiZN%XmcQL*n!Gnq5z9Y zndv*?veT;%A`T_krwNKKmx=l%++YDhzywRI)(Pm|E zT0j-ixBF*l#)lui!&$icvBQ<+<;vT`=rwbORD-eXzheIk3dt?;YZkl0Z3l z$tS0zH2?U)!^v4>GyWRXE6^fX0O-_Eg)*@9fX3FVRNHp$C9reJt0V2TF)?h=pUhV5 z*+@5UniV`Wf&gksDO#U}ZWllK%D&s(PSZG_NU^ugv>Ds$>(i5ycSpE%B!2~;EV+X2KH9ABYFh%s-B~i+-r>Ebv8 zCc&{Q9j7jGHEl{zSai~XAZ=8Vkdm@CTPFs(Ef6?sp0-Brnh9gsfM)zl!EqZ838wxeJ+{Oo-|-5A^_PXE7Q8+HxLzT8eo z&E~Ujq$@XQ4*OIrJP{uxtFfz-c>crM2gKjAR~&8C9_B9@hbeuaKT-Cx2?b>?N;TgS znq_D>Ld5E^D(`=+kD0t%T;XaE())`S6y1~(6-%AXw$?gMq53A586MaFT1 z!mL9Yv|hI8x(rMTLbgrP=1Q2Hm3a^A~|UT4zD_`?s>Ov$MJ( zve0}%4My~bzj*QJo0^IWEj_*A-MevUQ2Y8a!2qr97CIdQACYn|&9Uin+rj<#_}-71 zL!~PdLSwPgSwrzxLJ9DF?uZvt>BDbOuLy}YDkdfXHim!zsIGtDegHD9d(D>wypMfH z?F8}TMRNjtwCnvs?#G*$jOJy4L%x*C;^7zpTAD^!kcRueVIaKx(w0gn>0aKFm-Ps%BOfhv(|m?hlJpI z-XTs-0&hwC4S-9Sz#Lv_awz1eD%FDNf~AC(nR#+_wBxdp$*o&Ik+ivQ z73aej0q?cbL+L67e4&`VzeQe(d?2NN=j@oX%eR|D5bn|O=wSjl+e!oc=J{L zP_D#!`~m;NC3!PPs9gw@P7|ro104Nhqm=}(F}XX`gFBMM@stqnMvUO+mw`VKYsl9{Fz-$jL?Ew z{{C9F-$Gnm97YD4w_Pfo!fpoFH)?NW2Ns1vgx#?4P6Pve+sVo4&YdGG4=-Q7 zeE)g~_g}74!b&0M4E?vt%F0il`f*b1RuB3}>7EW*6y8nz_-eeRcOoAzFFavG6J14Z zmBJRkNSv=RlaT(+NDY$B?Ekar4}j4Q!aPb57;Iz$9NF^na=9?UKwYI1FmZw$w6dB5 zv5Z2(EaqISQ{jpJ9{|j@QRT4tW=L95C@7g+xNrfMOt44;v}I*wAikk!L1@7KVHbZc z{~3h}O&(9k4*x3)?y=7KLJoDwdX-lyrr(8(AV?9JU(H-$`+3>Myf0L5@N`W$s*x*t ziOUb1VT>SpA;F}abm(x2(607p+;1sk_}M2zNTQ;Smh^TU;7KBcaf z<;!ofhBO>L@A+mgqjZ9tb$U%7cHHy%<-&l?biZ zn}=bTHCG|$d_FE*==bepLj5(7LrWpncr61p5hh-*JEA{?H6oZp4&!9{f{FS zCl1Ftu1XMS=#;BRkh4+)%PBQovpeA2K=~qg{vb2!T)zREQHNRSIBIBxC-wN}RZdV+{38s|?I!k+7y*PTA`r}={ny3{ z%oNnsN5;of;11K#*-t^yV7d?XkZJIy8G}fF2v&CgYJ^Q))uL@^8KC)`JCGdgDnRaT zigXGksNt5Dvxv9b!ED#wH35M6((`?RkP8UDjd=I98#nmRoVl4}Nd0)a`N|$ZZbF_D z*v3LdM<>nt0)it2!Ku0lG7XVzpgoT0jsM+FD;FA(byHp4==gXJrpq-ayhKl*23~q8 z6U!uG9{__9lgMkS=v_(T;&S1_1?a!|_^4UjB+0fD6N@^p+M%V!VMl&#Xlm-r(wBD> z)~dV?Z5xzWD})nCFB(X_Un9gy{dYtXgox~+buRnWu7CV34>;832xYgh5Y3M6XYT^@ zekr8#4Bg7@%iev&WDL@mFJBh+hhEtkW-k-oNL#D?-vQZRlUV7SXIB5b=*)UDH#3h8uyqLYsvE-A#NLchw;_ z3HRCHpe-z(XnxW39d=t3?p?#1Ng_jd^?}czO1hCdH$@-*n=%W&C4UQi_D}eYuT`%32D87 z#MJTiKexrJ0%q>LWMo;{+2w=1VqPU(#v)X?p?c^PTh|}B)#C~`Zx(IUD_`HMm68B) z6yj8*J6K@3Pw&Osgt?>{zX%$35=&i+J#6}>1LxQ1aXdLLA&au*sWRD9&_ zJmZ}Y>hyx6eL?TS$V`6TX=ApK=(q?34Dk>=zyKKPBzkmoqdCC~Z z(ed#1z6pjF2{KiyG(04v0P2M4sQV_`WbJw*8R75mkIo3mG%@k@t5^9zyXeNSm(XXy z#lx=RzPy8+$ZMw*i8kS@5m(S0?BEJUfd&NeCO6EB50hhOhQ9|=iI7kSq;WB)vJW2) z@$ogojePt#nu_E6{5F6rH-B)BuoXEw*mzj2nrT099WB`9MmhL4l%MYb0mFAbHvRd` zto~b$&h&ehJb|5E0qbjS$W(8$j&C zwvNkM8IF%gj~)XxfG~lGQs3BUWMTqS9~Tc#UPi_eoY`ROz&(KLxCwyZd~^*gKUV6& zRL>&}67WkxhZpnT%R)s(rFZXM0bsq`b8vC!nt)#w75CF@mqM8|t}eTGst@Rt(yycSnN}A!$ExU0l~sxkufd;D75tU#OkaVP_6P zgY;L$6x|wa2v-)b*u0hV$?SRt+09TELM* z68{PaC4vbL90Ww6*yw0p81vEe!6be)%5aNsfB3#fn|0-0!YB(yX6 zR4i5*Mw3q6b}SDb$RE5|zx7b{UbxV9pllhpo-|d+Az=Yv;!11*bLE%lc97udf6~0k$@A0SKOz81X`$EQ^z)U=pL za?C?Krn`lc=i^W5IEdz&brU2lbmhAWotgGH_kZ?51BpcyupXh}zXM+Y#5-8MTJz1L z|9(0b7p)WALfAD3Dxc#W{%=8NACvHHt@~dBjuBkq($YY&pjdo8Jq?5PkZJ)N-3MwF z|8b&WIOs)CkPQq)z{4m-D=3mUTS#&f6B7*l#surAf9T(0CA&2-6+4&dA{-A3f%T=~vOn(D2+!PD-i~MY*#AYp%J-2iwiV z`&|c=g)qDU0|a=?0}KqfTf0hMMoNyW5}nb8M@Th3(O5bAI*4x96!X)aLV7{ z!A0fMv6o=N?vuQ6gJvJQt+{zwL{dURPaSw=i@{pP`B*D!>$d){p!|WC3sP8xg%1i{ zN@E1)3cPAViFC}PS;#h3Ii$V)itC1%^S*t4dl>jpOTd_!6Q+q!P18ebce!19oR^g) zWZqYfs*|pJ@)fEsvi+vxlJ z#MT!f0)vUG^karH6#+)d~CmrO)$@5)u+$U-Q*eRgrYhvXC1=pqMTrdm>UrXs&-)Ds7Ji1F(WN2uTNQYtNQ#TYDRN2sOI@^B#I1n*IA-$uXYN z09kQmZWz^Xxy!cOTHA?Gx4#c0sB0@gpV|z6zSE~)^P9W|dMmlYOhY5Z?vGUON3Nb{ z8usEv!^T?oMg|W9J-s@p26H(ycJw|^*6yP)RaaFlc5kfP;`_$BkVWAi>RYn!lKnu; zGsW%1WXI7~ke?4gfvVJrsBDP71cDIJhY_&-ri{1_iImxdc2sd}AAZRyr`*g@ba`LI^{!6A_vusdk4Gf-%AOQ&2&kdoU1(j#Lx;PDw zO$Ial)qnBgT9p^({`^6FWLU0)M>Rvxx~#7@H7T+Cdyu1B{%BiknT!Q|YGY%AEQv$a zA9L9sss4lffFsK;JF>eM1_#}{6V%Z^!kFXWu;N=FiOaTkL%l$fUt3*;Ob$_`zrP>3 z5lqJF+S;%ccww-*%%}CLK!8z*gS6gFLZX_fcUfDz7Zhej^yER>N!9b1ydyXzu3W(> z0h*#@m*MOLB%$5J+gQ%n&l#9f{~jC!-OVgS%t%9H1G7z8Y17r`c6BqRQ9x5i)URULI!8e$Q{gouTNaUjS7V%yXp2o2_yqc8beQTKd8(qrtWw z*dmZMK7jgHRa2|3`j9e+sS15v)O|0nPw_yyz|wd1^>wf8?Y_Cb0+kGoYJlhDE39q= z3%8l3`lf{W&BPq?uO2Mu;J_fC`0?4{oPbe)Hv=k_F%le{E}-Or76D_xs4a#QyVWB? z0U}#3ecJnJW2T1Z;*;HFeYV2F!jMc5q*L3b4st>gDRx@n7u{RwzgT$nx#k?3+xDV3 z-+jXNHo)=lp5i;oK|B=P*?$=lF zGk9CKK>+{tOAisuB_%7Hl$}lGAPPhYQR24H6F3Fp-@PkvT(WSx=IAIq>h)Jr$QhlW zgKJqfnA-eXNJLZ!#T8wz=Aahmc5Ry->Die+={8c=?dh( z+YRoM&Q~D^I5|8#9JZ9l#CxI|hw&+ZwQad38em!w$uqR5f#_<{|8->P`+=U)(P6a_ z6s)Yk=!9Te`RC8SH;tvUP(+aUkYqnDClwd3BJ}`b!y)~3@F`kk-3(PAl~3_7&R2c; z(sx$7UzNp2N*0rRo}ME=(lGcEfpJN9`q!M55?t%dBu>^hqqDP{Iyy9vip$H{SXo^= zGG?wm7u1SNPrr}JgixeqjEX#YB2{GD!MLNh%4kI1wWY~K{g2%bc`6V(mQ?+0MJuO3 zJJcUYq~mBiM^GAaJQ|(&D=xkoy^VI`%g>uV4Bj#f#{=zG=1qjHVX%;Pb=;~ zB2L-8QIX-_lhAI)!ohJCG$VRJ#2kP-s;oCXpN#5bUeyGjV^tg6m)Rl?uQLwQxD6F+-0657!z zn{pC)C02yXhw`6bVd;gkwRmR;@Iw{-DHfjln$q~$KD#WT$hW5saLrBfKVazR^}2pW z#DncH$I7H|#IVU?>{cWh{QS$QmZdfGA->i*@wUprm(_g^HGBxXRsX64^^7AtNk26z zNF1uF=XFkoFfz|r9A6YBwJ;o)0-^EWEMz-Qyv-tr0uMCAsMn~rOe%7;bY|2|bTNmFVI9~xH#S@4{n3xL-`?h{!+OIOW`TKYASjCk;qxxoM zm?~(W=)x?ll{U10A`+H&3ORl6+}DTYi7)=k3lQ@2v)M~V@n<4l;hPgBNC0CPk*JB^ zF=a4?Qie1rL6Vc3YvCOY09*f9S`Q+FPW8#{1w+p&meXEv{1=XOduSBqVQ(L5wayi$ z7q-FtDlD)USaA!KKGiWfyY9={skLoz7jVH)la!Q|kx>>8?S364W-E1l#hwime6VCT zCTe(}#EYf`^;1nUX8m@ZVI9$dCN9o)b^@bDt~R#i@{iL}Qc#xPFXv26-M^5Qk1IR0 zm+f@ojosDH^+LF4HukB#d@j%Oi$Xc{#f#ql{zfnY($jT`KkYc(%~J~vEu;zY^;-n%`=1VvsXCkxAx z&z$xw-buaPkGQ*~1p^_zBFv|BwmU~WM0hX>Wx(-uUjEUYhJK!+b6(B_ci0FBg;^9s z%Qu6NztH(A9p^)60c^k#I*~i$mO5=|MCMbr(ch@gGWqaVLk~coS@-(F+u!iFqgC`1 zLFX(|-T^0joh#v!Gq~(~Q(Y@`oYucC#rXo3S_v|;U?NEnNy&HC0K)Oe2t6I0-Gc}2 zZf@yXem~s#_Iq8`uMgQOY~Vf7C0TmE_anMLp>yY8yger%0PlinTjl`xRe}U^NIFz%Zq2^P%@;v44jY?P%6Oe5Z2}eEqs++S)VtOQC=e zxI4gJ4!KwL-@g-5K6tRu*RL^7N0^7elPe+{hcU5-ZdDi%93~NH!*OWMCMJG%b~?`d zx;%Chg4Vdr#V(8sL4adnDQjqWAv0i~`z|<`cD)nq7F@+7k$A|(Ki#I7izph&qerV? zJA)H!mao07&0}%&S7dI%JLTuIzYRklaO@;;tE3V3kU(pqdE-V9cr0GoBm>`337UcIC`f)5M1WO#emWBp6r_nuf&lgD? zHKGdRXZQd4dGc|~XG7il&)&nobwErd#*%I7&L4Ca_|eojfUDEl6(BkJFU#%_R9c)1 zn1Blk3u(|~P*V?&j`r8|Y0rRc=zP*gX|tP&<*)UTiH|RbAZ-z5MpmHqk&4w%jT=!h z-g!`Qmwtm|XS)5d+-^zKcMO%{ZYcKe|L(pOd=PdH)|9+h_fKt3xTxWe$FcF`l5e?| zVG05Ng$C>_A0MNrV=JEbfvI{lqQD3M>8-A43$l64xmES4&jg1vjM<+)B#m=(K&@|~S6_%q`l z>^`13G+k~te{zXn@+I?^mzC|vzSoE^g>?tB@(zDSV&A^)>Fv!xhQkuqhKsDAKK}>Z z`9Y=3{ODK;IF{O)q_nik`BdD(8n7}rW4I(g&)30q2D=AlB{%;3(DLx`7?ZWml-hcV z!cdp={@HWCe>e=`M&KtUSWIjSh?pvSU^HPoc<^T_QpMVeEu+$7*vpOz;nUfMHGWJ1b#2 z2|o~8(cu9XgQ5hEgepN8;>AvbZ}#)>IB?eVpqLR=UvSHgTw)sDOWqYsajymCt}Yu6 z_s_Ntxlr$ijRV`IwP%kHH*LKdjfj6Wycd|*!vLXuuu4xqTggI<_Q)Sr)Ere(9rN8D z(RVlfBc5zkUBN}&efOdX5}s2*8sSCxaQWH9`L>%TPmDY z@B5d&t33|(_tyYMf(AG3rjC!=zppM}jRuoNfySg{6$`1ttgIY|J3il@Ub&t5%gt#< z%+G%efFBeF01DEs+1WAS__A4BiWX zx$z#fgY+>?4^~>YFy=d=B>ZhgK8RfT+IaAdg#Cu ziK-hp)0UdqbqhP^6d2GjzFaW=)$iG}+og972HDo`VG?uz$Lf0oF%1V4;UN!bad8$w zIEjL)f?V(~N??D4ow^NksD{S&bLOeJu`d?nTzfLS0Kgu`jL>aa0mQocyOKNU^Q;k4 zELf5JFyE()k1JnP>zQuTNv~HkJ#v7K4xQ<3%ALFEpfox*wlSOE3VE}&AP{{w-f%`l3{L@|Uh+rY%6V%A6~6(-Y+-$t+n^gkS9mwWXgBL)!< zXBlk46X5$nufyVh*DoGhmG`Q=F*C_%Z8fCf^G3g}QPO>~P2-(YDdFou za_n$VIKW4aH9vLg6oKU>*|Bq{?bo#N{8W%8DQQ3q<_DiM<|(No+zua(o-A201$&LF zM*5*9+-#!Em)$gd8x0zlLl)k;4sj*sLcM{xgfNRAyv#}dEODIvpWoB}yb`0tX}!0% z#si8P+)3`vcpO%C9aB1aO<9P~DTthGXpF8H!$K(Mm=h|AElU#=NU5puY;TJ{LXc=4 zd+ddVZrv++4ll~LxJx$jBuOe#N(f^5yL)60MlU?u+ezE~!8oXxZgS^ZVcCCpdmUxe z)I#tWm^}S<%qZh-@N_KEIxE5xiT=$v>p%|K==CYKp~}^{kae}^x>J9&CJH&ZgxAl& zi1G(!NYpcxd?P%c<$OLIBdZ`vx{AMJNMA^(2*mFZ*y!Wq(W152)FjQOSmNt2L1;rc zEv(7nOd6>-*H`u4epj~FEe&NKr)eNPkUqFl5P^7{j#VTPlYWC%q1C;r=PY1jaVnr1 zj@SAZqYb9Lff3vD2k~5xOs&M9BLDbww49fAI6x}XP*Tc9B1HYM(9pw}CeDS)S&F(w z>b`h#87ZELZ}FcC`L|s4=1DQT?Q-DXI_Jogi2P10BAKBI{lxQQu3W)$Zsx~-Y*&Z* zj3@)m7fLdPIKm8i2&{Z9KYpmd9d+iOqO2^LIJ}{kAot>qpb~ur!5K6{cf_lofA9aW z`LYzd*dBb-|7z?(p|F_b<;x!6E8)~DD0pCO%q6DFs{O0SIgVF)H~WTPopC8K^7~7F ze-O7urlutz0PvtGHa0dAb;6~Bn|dThFvf+)!L@}#58Lg#6>iwFncK7pm2G#eDyyP^(*295bAiprtRZs(Ph*;7IrR2Yf9rlf>1!Am4~JPhXM zZlN-CbQH~=!iEX`?jddO;nN$qyEnZeT)i=ma3;Z{;0O=NGMc9M?Sg%J z53%P^?FMjXbPTW?;yF&*4|fth)ZXTo@yXQ)Qyai*=`{O2FjY%j&LuMs>U3;H`wWU8 z1P45E=5yF$etteEUby%9!?K3`*IK|Bpl;Ds-h~v(v{G(yA06SnGp}=VZMrS)4{ZM| z7vO)9L}57FXShk@K^b8I@JsU3Oa_jtgq70wf zJB=JGNM1FFY>XpodqIr}NVAR37|znNxZnNb$B~WMpfy3YfdTwO!m?kSGJtB@2IHX1 z%l3{Lgr@~o?z`qk+Xny7C3ST{JYNT@84IM~Ab)>Lu+w1eQ7!)1=prsjnvNs}U8z4H zUR74sivk18g0>J~b$xvu^mKBR-Z=@@7gr-h8R_VTAT5T3EG_>r0LW4PhtM-%9ZhqI_K)Ll$53NOOfX5*Og}{pTT~o0{K)^)8_=- z>_fxDe{vr(5icUQ3keEhLY46F45;bYKvM}8W4-Typ0GfJdg>00)&exzYEEhh9Mtkt=h~Wuy7%= zL`83b5eAJ8l@c`2*yeQ(TzvLarhn?GM66HThJ(Zf%&p;b5D0jM6K!n;DjJu@ zqM>nvW=9UYm1oK*Zh)hR-eDGgLJ~;{iLvfdm@CsN_pAo4yv^g=LwKwL1Aci6N?X5G zT;`&uxI!!H!snHOh{M7w6jz=*lsZ~PzI{uM4IWxF zb542x9#bT%Z^O(8`T$%;xK)_iVK7A*`H1IAKIr*vUWzBQ;ZYfAC5aO@n3{i_owk`{ zO$13DZmyuHI5R(PMw&OFP1Oc5QAw!@jRN{(f>X-EVt%5_0ZtsC2G|S#Xz+vPzOAZ5 zy-0W(4jK#;9z4--qAhC>ghVToZmC&9siW?Ot8lTflHj1&R<;snE~Y>EJMl0893m&^ zjPySIn7y&JT>zPcr~4ob(3fSo5GaBV?wI&+7w;V$9K7!o_b82ubO0_XsOhhSADkAi z`ucSY1sTuuy1lSly;gRlTd!@RB*TTJq#+{V{i|-pSN-y@E{cqm`Af55LkYSJ{{V?#Pwx;Ur82z*b2BY=KUgRdHCF zIU+s;{Dg|2mSY%*AtO8(b9y?m!9XO4?a-lm-At~qs~Z?6tk#1V1Z~DvU!SAV6i;E? zv18*saRnjQ4>uWA@Uy0YaCvwk9rMZqH5hk+Xfl;qDnlC0g(jq;>H9sk_WQlZ-uwGHjhWtET1syu3W7XQ_I8g9t-vVzZ+snLo5e2VtReObUa+Ap3ht{v-RM78?;hDZoCJ zpx|b@4M1apy87+;wr?CukS=kmh7HTg%hQ-L#fJ$afzUhFyKi3@uG2KKfq@S>z7Ry( zqq+qQd%U461LURuobarh)Vyd81s;XjTfDC>Y!LlRHPG;6o_6bry(b%fUVAwvRcG_p zLubx>hMJL{wic4D29A%%qM*I;wC^|JEk8$a{Yl#Px6AG&B2`TdZK<)LE;Zri;$v`J z+&$~ZOx)J6>SR6__4ns5Uk;iagpPK+oHFxRKN6Ss6$1HK9&}NE? z(AyaHo6@CmOgT}I7_c&b?7o(g4@cLnas2e<^v33CO~s8jY_12{O}T{-Q8^6-d= zvuDm^$63OwhkWbTuVvGSgvjF}Cl#Oh-plkE@J02BXd}aLh#<+l+zXBC+@;Q)cc8o= zx|aF2rFYz)-5GyBzhb(rDr2-BcNxqTr|N0qCgZb;t7z z=**f`lI#={6x2OnSmK;;h|*FxG0-k3D_pS9Do46u;q@jrS3r|WOXUX+eB{1v(1POBn0G9C#EVyUVpU| z8GE6x#Ti8=z0*)uy?FVu1PKpGl@@;c_B)6n66~3lXGjUf^H+)sCR0{D?mv6RSM?=s zblKwv&H|ny=LpKYSC{MxFQGo1I@J&5+W!4mKkdJCX?;X%Q~mkt$zF<^^R(O6G(D-_ zlSZ4!sAj$XpJi$xafHVD+S*%rZHIp#gZlZ?PPgFBo}aNvM;DKKF!XxT=Og%!<8zJNG}#JNC?(>qv{{#6+&lq~7`Q{nw_rZ&NEA&JI@I`!iwV`(G|t=$?f{~lxfT|902`igm8(Y*&rFBt$seuP?v&~();kzf=ISJe zNXvXxn)J1G-0PJCug~_HdHmATqpf58ek%%gyi8R9P=lN1M5<2%_nS8_5s@Nc4YvRb z3oYzIO-;}Llgs`vyTrud^(z|T3uaTVVsxb_gc0&8h&*AAA}Ys1g41Hx{q;?^VPBfR zL^Ueqf7>BHbd|2jqg(PpW`Se3sNI(j*tHA2NQjssH<2Qy{*p+z{q=+gid1zF4h)aE zAb^ARLn;Ot{{c{?ws{D5;O?!d_PKVbR9gYMxS=lddo#|zr{CxVSKaIt7^-fUJ85&( z;Q%4~y2eg}1BVXHoH1j?(te8PY|ibTQQjPo?HpAcXMRDjG+p~!i&UrYpbwqe#=zQlqlruEFy^=`zv&>_?c?$BIcxJ7tH2He zoQ-3MhO4hQO!wb8G4|BG{@){ABKmp&tI5hnk;N(DaWFu4TYo*SlhK`h>6n|<+wv&kMX~2;^d-rAy@C-9*t1i)TOho+D)UPImQC9(N=6iB~%uQIgw&2q(45}VH zF!9>B<=&W`r35aFAi=1G!Q92$tj#AJKOH-)pt!KKhv}m0F=tnlmo^G+YCG&CuT)?h z^2G+-rWc=N=JW<2Czu;DI1nKh2Qd-W5Q*n+L(gEZ#&s9Cu*5k1MJ*?~dY^DLYRV0O6Ol=l!xcG)J$$h$miQ zYDyA@3#$O~5_S8}{`mQGVL<`VxT%Q=^-}|n!9u60;?0TPGmDm01xzwLv9Wc*uZ)-x zUfVkXKHl=94*UdbfR#;O1%ttnwZ<6h;^@tdF4#@s*^#^*u_>Ka_?eh~EbRiRSlPY6Atv1-+95cz&<+{1^Oud*1 zyC!2LAu{viTBa!?v-3+4L}Ml%x_^H{QqnpHhg;Uj4PeW>IYA`PY}q0;I6bb?w~dqD z3MKfUai9Q>C+)x6OBp~vF>p)eOT3{NP`DLxO7F$u@p(EGN84URyl!yn)bYr2i_R5R zf4_f^@g;D=*y?%K7@=*+1jVZX$C^=fEnsL|-N22v0qubr5jfeAx! z>ifDT?mm_kbLsNs>+RN-oAF8}^COdr8nr&sbSIj7|2NFQ&T%m!ayVQl<4B zWG&Y#ph7t5=xtx1^{mYjMq+xk&v(h2Ho*0+mmg9%t_>^CeJmnNWebrBLI>q0-wJpGp$M@c08D{hz&~GI z05gi;ukxK^P|D-qe45$_skV88!E1a78biz zHH=@nz4^%(`|R=Ky90>HQU=|+bz`&yCD;FyfmL~#M~)OiYvcVSEh})&rV)lX~c*v@9%YMPKu*kYwfpZQ~^_^ zeg`%%;(}5c1OnPJ=h$R0fMU3{!_(M z1nk&PdNP$bZP6sb@ZR${p8o}Ulz}6L`f66}9=6pHgJ{XM3LHdS<{!H(knN=)% zdY7ce)gvd>=k@bED(RtDvqZmP^YEwAPM^oidRiT{%)Y8X@NIsc1&l{OmvCXQXP5RU zkmthi*`-T_W$%ve!_DZb?SHdHJb z^xyD}6is7E#TR+c!`tFUwwcc>4Z2gA#`2sZ4K)gTu)FQVzDZwJ1s< zrun0l7Lz|rkgV*{D5A%-fM0#v*pC^Dg%CN(p;+gRuj8tQ385BBQ8Cza=$yLPPpJMr zDc~0Vmsx&_yQKG$+g>@rvPa#VS6Lm^SoMgnM8=Zw`v+QPV@9~ulrpa#R3aCU|N8a) znxH=Y`vV2{5*I%L6dV&*tw0wI3Pq>d<<;}%^RXw-?YSF0HyQ76UWsnNLZ=AAa} z-hYgkn3!$arQ_3`dlFHNnP0TYUZ~~M>Z7wKu))gQ{8M#x1`I6w7|t#}bzs}J+r(rT z+CLYD-su+9ea)o)=p)2C&2@&b24;k>oIa&Z^MfQ$&K-#+k)-TC@e+n@G`JQeQHgBF{+ z-}Kuge8TyzdZIbQPlF}=o%rBPRp};M90c`RUc?@l<-b0ni3-nVFC>2re61@MQ83 zRaFKMp=AQbhKGgW0+M~Oz_q*dZAEOJq;D|sU^RCx*jNF>U6GOQ)y3LK9kTl!jgCe- zEtJdn9HS<|S8Ho|u+(+JYRM4CR7z(y{6AGmOT|I#yWt`2%X^iKbBYPgCDX&ISO!-t0h4k;+a6GT3Kyb5kW`%{0y z5?#QWt{jb{i>K&LJt!B!AZ!N4I#YJ=cNqgyH`~)PwVP_UZ#`N%Uc2##xNM-xa+BT) zPtzl=jr!~J-i!-gT;=IVaxW#u2buKp@MIsTqpr1496Js+zD3qnKvWsEU= z<6dSGxrB*{a1xear;Ci)-9YfhV;9SX(V?m`!nhDK7Mxt9we-b~D^}#4)$HOS(vgKL zHbz;wyQeUv;_R#z6@gHm>65EwAIKU6_8T-m*pc{S7M%}BMOzUNQVoE?c=fVp(RNhM z2#peTY9{OIqTYJ+C~{7yct*zsm~Wf>@Er&Yg}zMwmsGp3!Ks|TZruWrTqya|qtl4{ z{{A$e^1O|2i}{Qh%9AD?Srb4W;KBgbvtNOGWo_XG!{I+`_O21OAnzN&^T z;*woTC>0;%uDXeoG#4PCQa!wF(uQI!f64OS@rcTMsj4!8@1z~CZ)vHcp^=BAyREgR z4gXY(&h)(hym;KuN$aonG&SEj(%;QGC``&oIOjY6}V^56`Rbo zv|^rIhnKOSSBD%esN5aD^jaLzj1L5u$c;s~xd zZ&sg`GK&S4ZR5rt3_mCCXr`V+DT5o+?!dq=F4LNuo2j;_F)6I@nDJ_ERR3V~>$pM> z_l1|jUcTy7)fN@Jy++epzx?x1ohHFXuIJDc`!$@Iu{e1iYL!@JmDUwqjI}Pe zuA@Ubo;mZd#?Cq$oJEw!j?LP!;m=@A%?32ujVqut0XTsX059X?Ro(ox;4<#rGh~wr z4|vR&iwdRP-b%C|)cJLb`%gY&_SUPTqC9voPq?7WT`^07poeWyNRhr(RIFUR8Zg}+ z%K}UuTH3Nj#{E-ghAgQo>0JJQ>p_Y^?Mhfh3iP{}q zyV6QX-}rOXsBE&c_3YWzD2wpbDOiEY2WOw#3SLT+Qi%60u8V3-;gv3N`Cfn#_;omSCV6r3E*GVj)bLdm9k;%5` z9rl0vh8w{g%s7=xu+o0WuVDie15A7tzNCWYjl`sR=x*vOfjb4OExee4sGYVB@S7%l zZz7F0{agN(KHve;tF{@OU^Rs;?}Ny1@l5xX$*J7h&F2;>=bP2vn(8+VyIc{EXrr=a zR#sLNhm1Us-hs>c(er6Wr4bz(+NW>dg_f30m`8B&rcb}$$xGI+lkk*9JR*#8;C)}g zH!#{dK69gs3-;EtOiXqM2QOT(0J5Y6LIa*i^j($6cpBx^-_k^{wmIdhjKZvTOt*9= z0edUnvP7uNroXCdw%U@JcD$TrODF;TwCk)qtWTfqrV+Ho~lv9xx&_}m|3+|{|ywITaeks zYe>qT_A+8(@H<0^i85 zc<>0j^gdEjv@Y{V;{E$uqm5vPR{O9I-9cX|sl&KilG8-%lccRXvhhjJh3o$-fYc5? z6Aqaa9yeh^mV&H|%;u1!sw)}+VW_sL3bw2P!=k;zkYv`0;or^biuo26 z73Jm0WIQHFTU%!CQtv=yD&)#NWo3g@$!zb- z7~6d-362+R#lOPqg2}-!6U~urfa6?Tw7QRd(W(D{h?ZyH__$;VSR~*VwvAM$ID-LR zaF4W#mHay1lDc{#vf{=@cgjkXGs2{V)s2HMA6z-d}I!1>!1%wjvhYi#lVDqr9 ztdsTP#hN-gvYvuE1K=D5G}agTqszH1(3C&P-b8$)K|AG?kLNlNacQujL0Mf?mS`tx za1H?i+_G<5OEQx*7{cPV)AiDWcmAH!rHBtLLFU$u@&6Q6$?<}5a8lAHH#b`6DacSD zL1;@P4X974%mjl-XXjc1Mq*Jhr^j??9$X;vU{GWd zNdw3_q<+js-0=9N{B_i40U~yff%dwyqDIny07W?=kjiFevQU_;`wO@x%!v^SsI}O5 zHjia~1BJ0nZ|~=p?Kw~^YrJaz2Bxpz0IY$S=>rJ0OtLHDFl%lq)19akhGUA3A*x|f+P=yg=MYSKmqk;=xcx>c^$Vg%T?kna!V{rS+#$vH%_3Ju^frp&p=!Toib(_djU?Ef#m3r{CSENb~F~)cIsvRKG3QC zRYzHT%7P?tb9MFi_rIE)412Lc=NrgBAUCf_rOOZQDYui#6DI$%&MIDNVS#}Zhm{3a z$Zhn-kAHz2ZO$AgW+rJ|NFa38J;lYB-q4Yl?4{d@Q3$y~X1%}9*lU<@zuXQk{AC=%)t_D33sY12?onnYn-ul(7K zm%}XaS3?5|J*MHXW0JfcMwLdF$>;Zh^`i9bDpCUM`I@ptGX49|82jiVFS7XpY;9TE%}iyKemF-ee_ zJMDAo2rh_|zY!K<|3+!)iA9w{r1BL5Pxy`HMf>;dOI=!ts$@sPuMDO+AVlte5Vz`H zFHjsqR|LlyiB0A=e|~ZpK7*i;=Kfvjl{-BHLe$v?26vu4W5}S>x+n1DOevl|{Sjd} zwq|>F7P{qJTvdmLp1i@e)|iNXKyZU-Tmk%w<-+dW4|r7A5=$B|?~BLUfZn|^bzwwY z^MYoccRp!|R|HDupnwv(2Mk*DOnLp52OU7lNZq*W85yPQ<=_g_w~`6rvQ1~t24tnk z7PiKLgC9OD<5u574G;RtY4HK==Y&zrZj)RQwj>A)N~&MKs)OrC3?H5yX$yK*k9Lx* z0hMKy;dSFb@%8(sDrFK2UAei;Gw>S;Ot8C5T9jURbofkFPi^PjLVY$;SE?Q_F<5$w z!Zdu|5zS$u$6B-hz{uelIlpOwpSlACPeCWQGl#DQCr$(y_a38SP=Tl>f{-5`4mw4h z{^`R90VU@{NE$F`&TZ#wDj8B0xuNjUqdl|FDok=U;mQ~rXTt{psQrBO=4@3@#f})g zbNWjJ&M4~oIMF%WbgLTJt5*(6fLdeX4wWH$61X`RcN!|O1WIYwlcip(ATzRi%)+gd zAFP~Q9t2Zy_w32Ny464N^7Gey(+EPek|{TD<~fW9J6p8)anhTsAaL~}sjoAW!?w&R zlH1r(42m%h`D{Hp0-W{U&w+kNwa?Eu>rWU911Oz3ecBcNBn=u(!u#n(Dhs*Nf=}hEHK1Y60?22*ugZ(KOLGRgSYPodj&G_uCRvXHc74kYh z{C4w&m#$u|L&O3;!D5CV`E&HBA`c%qf=4y+6)BA2f(1X3GZbWGV0nm>E?_#(nGPIx zSk+OZ9-6Mc1Px1cXN-VAi_VqWq-Z~^cE2+kp+R88q=dGZOeq@l9{lyRB{cJwXAFHS zSM&aKef&T_J?cl6_9>g2DSI=l;f-J0>nFh8Zt)=;MgycC1ClMXO5Gy2`dn3kzvZA?YnpWzUdl z$v>v-5c)hdrHZd#4`v{TvSg~Bmd&Fm5EF4%*Q>a9;7|n=fpu#{&<78!M-Bd{${hAR zyB|}pRyfhw-G7;Vw9O zPoB*53U8n{7GBAlEPCwAS|BJ8Ys$o1{c&W--Y551OV8WLXy>69nVNIiH@SGx z#+r0_E3s$oHP%l1boCxS_Et&h=`6Q<{qiLmz_GlA7MG@K-sEETb5Oe5Z;F+To?Ua$ z_;pQr_g$Lp#FmtJ&dK}R%P`$p&dTVTnzG5UFaNDn^WdX4lu9o!zxnaj7PRqvrB^r; z6F*VxU_$vJ2+dE)h^S8gwBAzTMo#pb8C^4{|1TuYZOIM9QHvKhkj1E{NFoGcP!%!7 ze>7VC8vjgwCdaCbB-`76L9|T#h6*<o;Z0_dcDpXO4EMoA_& zCypCOleyMO_)(zDCi75squeE^7Zw%Kq#dq)m9&wR1(uXxGyT6xXy?>;`nR*-#^Q^X z)LqVAH%kC1@wKtoB2kmjHPhRqR^LjhSWr4y{&{O=R_qf4L7Ftx6l)&~V!<~47MJt> zYmnppL*rS$X?9h;*z@7oIpZ3vml^?0CRJ!LJ}ftsE))_q zQ!W9Mq~3vbpUm`T?pkPVJzMDj?)^?Stj^A4D$+^SFO2L2l)WgY{)Xd*uI;Rn*nh8r znh*4m8!~Jdiy3FS_S>Ij~07&kfR-5sqyCi{Q%=rzfx`>wSF5=ky`$vr&;?&tz~X*2saon+JcdkGtzSZ zUe3rUzF^!|&`Mmr%Feoyw5@$)r_)ED=R^xeRGHULouW#)1EtFP81{KGR9vu7-8}}T zCsq=%LPXoM+C8M-Lz3CltUY%j*jdE_+NAwR|2D%ER{z=nEKt=IBdm( z_^<;9z{l@=K7D)G@Zr#GO^uBhY+&T)SaiKdR6*C8P;Yhm050N^bdL!J5ANTeK69oc zUmfYf;(9cbq!bc3oRB)0IO;sG=;Ip1Pqp!d1&SEeSi`6|#M|dKP5L2u? zJ}LYn*0MVWoI#Yq+T_W{)Rr6YU6x0EQ;*nE;1`5zg>54!Yn1L*)`$4T#3+=yw>EDD z0`)rZB~7)lQCOczsR9^G0zp&RC*DZA+X1pGfvlXyu5$Hi2vv}fjIBS1Yin<1 zlx>iZM_$uMAjAqez3PZfP`v7Y5OzJAqi!eX=jP5^w5Y?2U0ws*g zIbbJMGe?Sfre{Yc1ceTuVW%Xdt7Z{zgB@-IEy;%uFNrW7H!cY#0(bx~67?ZNrde3H zlY?2LIsAYLNfQc;)I6$vwd5ujmoN8M?20*2XCvs?V!X{33ZVqnK@dFv2sPN5g4D#V zL|`zDu7_FTefxTXE>Y*;3v5MyMhu~1s;;a=$-#8`4KP%;k0P551(XQMlF;kyv)iZX zX)O$mrGsf8AI?l};lSKs2@6Z|X43|z|7lU=-|jy3tc`Xn6u>#v0X4Vt8*em7dap=P z_&|a19Yl*IpZ@z2GMh6;&*i;8 z-wmhVt*8jKJ0Y*QxVY=d#&@0C+s(#r>T%aSJ=TRBNStZ&a#(OZDz5*5mX(@98-N_> zcc40k_NLVnIFrV)USx78N)Rp%Hn4X5g$qG!%zFIzLv8b&-C5}og1c3PDqR4c=+9r* zy<)ZjQ7F`}rKKf|tHrWqav{MKj(3P^=#PnN-pGns6v7gcu$Y+4rV9^NY8>myl#H-h z3!@qaM}-w7Xb4woY=w9&c`U4a1h!)2kH;)&z)%i91q+xxq#H=3W2VGKd@Ue1EiF<8 z#Pk-16-AqO$UbV%iM#ab=UsEmvwUNieZ`~Sv7VmHV(=fMHUI!vx9%IVt6e*HZZ7lC z*S}4RKv6ENbI7h|d=lFP*5|VA6DIu3$&+`e11YAl%?6|G(XE@{gX`;K{0|1xoEQ?f zDzx;`aEFQQ(bs&PJ^nZ*~rVp_sOg zPX3oV999^WVqITdS=}pAm`h}7;fD*z3M#9sS2gscIPt3W&duS7*c~ z*EcGIPjY3g(>=_Mj6Sio24Lc=hG;XouP?5DfK^V*jKO$t^k`w@I?&Y-8)6_cqQi#{ z1klCpfWkS8RP^!9Rg`vWPL;H5rYvZc@=O7TvBRYU_5`I>q@N1xrR^(KbJCF@e3lDY;J~w(SU4 z=1-;N$+a$YCd}KkSVxfp>{hRLcUS1uf+LC`Jn&s7d-JW54oO5x@PqPha?_2Y@J%Mo zqGCwjBPi?{fAr3LJ)C^RaD72uvUVX$xZdV@3~Gm2YhMQl{^h6)1Yc^HCDJMjz5VBI z-Ky<2M|Z(YovqA>0zIGxWTv_7Ou#4=m5vw-MhfSrbs?ML7ea741lpg8#$*S}`-_+mQeP4D0W81BUyq8C4b-=@8`8S)zmi;$6Cn=# z81=q)PfJS+YV$4Cj(u)qt3v4g2Xa^$zvx3xkvThl^Qn|EBy7Z3QspK+-1ZR zI1@gxqGG4+(ZuW6Tn8$pf}P~db|vOwie7r_RY|;KjI!S5XYV%|>Ug^Ha+9{ZReKrL z$?bF}rWbOq9{6s~J!i;Am{Fy*MZ_qJ#uu6r;*WQtv|8pSu$f)qgS&V0FZ9}Wp`CWQ zYol;-Es0+yK2a4}z{W32mKO@-oZGoUNjO3Sw>YZCOhaI5g@Z%nkt2_;N?9uC`DVh6vsaz&j(yF@e5e7*NStqfVYv?a<-a<2 z#+(T~SWdJ~`TO^G{&}bE1fPGY@k>f`7DxVHtf|rb`$e@X|A+`p6_silQ1m>AawsDz zt3>{@1`|Y68tVzh|3c=K{87A7Xd*h3G$2kpIyoh?-tEuIBYa8oKw*S~Apq}1@u33h z)XCJ%d(*J9xLjK(pL3|(I_$kOi2Jgm?MV99p*mBlOJ>bzpW+lz>d~m(m?`cVdD(BO zevCdehDm6e3@ByeIv*{{sM=UCztonScRcGyfmGnbkz za|BkeI=Ree$N>||Y4`4Kq9sJ8)QfoMv&Lu!rr}Jb{(CPP*|O{Uh7$VnwyM8jJsGl6 z4kMdC8g3`rq1Oo>%wlmmG*0TWLK+8-O`s})Z``h%4QBgVGzT7+ZeA|Y!M8B>6bhV3 zk$`fBnJ)X@*3^QSI=>6z&K|)uC}a1h0%U}9xvl^W=oW}B3{%La<%y2z>MPyB7w>@) zqlzQb%t71$&J#T6O;ORfp0&Wo>=%=%Pq{y+Nq%$Axqn7R>c_N?jNDUte>nS@U9EI8 z-L;g|0nQ5<4K9mE8BL#VH<~S)bEpMgyg0Pxj&A-GkWa3P@TtSY1(ny7IjTBo z9n_@2OKshHBP{GCyg$pBsI#IYA_DXt-@TjU`enZ3h$*ak=1(dqwWWU9A-qgN@Sl#> z?7hq{;BR`cf+cNqQN(`ko35KR6yv>nUCbiw3r9rH)^n}c4|Gp<#kY}b5%X9!yZysS zDQak3Idy6pjoH+xwu}Xeolw#FPV;cLt9$l`pSumDMiBGJ&{FUvi zUNA@0q3%*JOQqevl9(8{Z{LRX>xI@3x!Q`|(f7Oj{kQt;(XV$3fVXX(L-k(M!TsC8 zo@V@`;Kg_O`#;b8QD0xJaf{z}itn6ufuUK86lcZKedPt?E(h~J;^2;~MwdtT04{SP zUgj4k42=&Pe;{Vvv15A#1+F?WFGTXn z)vEx`WmGzxv&4ub(@0V8b``ILFDIVPlRV-6meZW-_n@qVji8(2G**P#uL}L_tjy+HSG(g>Q4?0gCd{(u|WQ|7t6|t-M^mj!o$3xSGp*!|WitZji8TjB%n?g=m}^sn#j={4O&} z2XK&0)cc69px)3lQZNzf4PR%yOsQY|3s#>pkE#t)X-I;^L|Q+L+rXwG+|X7TeC>2s zWO1)rw5xi~Z$%6$_{8MpnvFT1`2L8DsZS!*9JCI<5Gv&zbGym9PV$BVBN*{+vzKxf zKYaeY>*)Yf$Mx)>xqEkrmX>tc`Q8HtH2nB+=fnBHu+Y$P-hW(s2Lg$yC@JC0D{PMg zxQ>iG7au>zaeeTXN$-q9Z((9$!qDXRB@D5(HD$I9IjO?(>C`PwA>SmY z+=5ej@cMN_gpJPFR*hiN--oxE}=8^G%`{6A1@82B~Qj_P7 zf|}!Q@O3%zfC;=FMRZy${nhj5wa}L12eJj$o2tg}Wj0^-kBd^v1}?)7Vc4*p70S1q z$BkFHB8=$RP3gS&`_G>=#6xb151*u?gK;<-yEn1k@TtTz|3mjMpx;1izHA`3=IJnn zGjKmB6C$#~|5WTFy1Bqa38Gv4Pn`}#M3hn1x_w^7Y2vV=aPWV@g=F!_o7hD5|AGzf z_mDPEFm_$zzza|;@v>^g&c75rifOlzha;cj2O)6klcgpX=~oHK&_s{lyxGbyR7u-S zsh#9JO4j@L5jUt^zn_)0S>cyx8Eq99Wl`*PbOSUDz0G?Mp^5^z#+jU=71P!|#;1e_ zR#YT75*SA8LSO}X7?I7eT6;-9ZCdC0Ptm*c@R<(Tv&Vxy&wGvU$|4m&o~j+AzFmOUblPB5x%Z+pG)-LJ!7hI--9Fbo~=^>+0$fZu{^_OYC)| zS0ZA)fh-5So33-G!C^h$3+tdYK6cwR|*^7Nwfln846B5vs)EMR~Tb?ppi!w4&1UZK}dK z=Gm&%t9vhd*5>NwwxQ%^zoui`mOaaU{5Tb}7xA4NzrGm7a$wSRZ}TX=9cEEUvp&s@ z`1wpdo6lwCIdM*RD|Zw8tjWoQL@;`gC;o%k7W^YuDUD}eYoq2$0B!oiY?fzjZm#>Vcf zxY=6H=|<5lV0H#3*4DyG3$8nq4GaNV?GNwXF=a9ICep;&zIDX)Bde*b z>?kw*;AGo)|Ad(tK@qh`RRzSuk-r{v+qxwa0O4|3ZO~*r`?Z}kXPoxPi z8yeLZ(`Fh#K}N>(Y(AKnQ1Q;4YwP5c(__o(jXxto@bp4zNf|<(s;KoP5KG_Lm96*( zC=fpd;Ri9)t5>s+YUQ$YlxG4^=3j0A2Zjd?l;hqnNeh*)VXC*k*NzWRW`c(z_&-+! zN_L60bt?e}ya-#NkiC25nmwecdqvxq7r89|DrVroe@hG|rITie2?gjU`fosJiq|J<9Dee3l*$d4z7nQ}zIQ9GA=72B0@0cCoEDfW2xAA7 zxzV!$L7VWk)bnbb>N<~w1S+FOZDpKoQgka<#(ysBeWGWx9PkQ=T5hb%=C5MWvtc47 z`nxWGiD}aWMn#jObX8?ibkNVBk$q>Fns%!X@;guEF>~gikKMJGtZ{U_nv`UD(-rKR z5>MStbD)Ak8E-#OrH5aq+xAbae%uHi@C%QZwk>`Qzkan;r`GHq z6Eqtq;=u<@h(gtQRM8_874=O_Qxsj+{Jrl&hL@T-g%~o8lNUs$6+G86bh5W^pxN!{ ziNKE{IkQnw9Oh#cHzf@o0;NClXbMT2-t^fpKpY1Q4YhrCly2$o{!st zfVz)ceU=N9g z4+Q-2K2D!G0BaZ{@w!2GfM!d;25Pp?HwuV0gWQ2Mt{NJz38{33jIG>2gjC zBOlfCZDpK8?4tM<_A`?Zy&87K#FRaL93-pcllr#Rv+nkOwecH5JEv<5-524OOA$_s z$0i?A6oQ+jpvh}1 zD{a|1{$;j{h_6?uZep0!hNn9pN^~TEN}9vb^E%I8ZRoka%k-OCYAa+*yn3&dz_gu2H2^t6D^*6_|5~n`)OnDtdZRV z?vfRW{L7_36E=J@ZKfPh9l+QsDjA}Vz-kD2bw9T1Tf28E%zZ%9xg@;DPC>i<_6L~#3nRu9iV!o-8VKa~sUi*};#fb9l# zULqo$mzo;tFC1X6*Kg|Q<8Q;pM3l$gNXv5CCujo?&qN24sSrCdMr`JRk$VQ+_vSmo zBfulw$G&|R6c*$Fuk+3?bWJMB^ey|e(e&WT@dK|drJqKY|8ng$DnJ^8Ktmyq|X);jbpa1oiZmx%1v^%TZU8xcgH#Z2h{w^%IJ!5FF;T znkkrETBHiB&5x>T_w7uDAEu^-WhuNNrs%&slKlJR*|V>|JhmE1b_vSL%gx1HZlZ?9 zisYglw+EN(7YW$iDmr=PGe8)MN*dMVE!Ox^3QtK>TJbcw4&m)s26hCc_xSgxq53JB z8ERXmG9${|89zMaw=Q_XdSS7pWBMetQiM9o3}TqI&r0>ZCU_b&PH@ z2O^X{h0&61I2qJ4;O@H=@22ZdSIf%F_cxk%Y0(0SZqB>s*3J;5u1}xN+V>&vb1Y(x ztEX6X*8gn&`CJE9!qFpCS6_bpZS$n)l9H0Er=$!XP-GD8%RhgfpTCb!M>y)bL;tI6 z49j3HWM=9~iV<;RpMDfZqDPxoW9VZhCwHiKP}ckJT8cyELmronIVsg+@DS%-*1tDy zvQ{>oPtc-J&%fTdIkjZrK7F%O`Co9+!ulg+%XgsuiBVMzsq#w}VS#tnX6M~^j>CVa zYDGVzO~%d2|AW@GrDOM;eEsd(Qe2Ir-BL@|UK8J5`}?PTp?asDJubfuQ`Ibw)lSK( zv8Jok%{e>vhi+zrv*ps~@7wV7+C6d)pzLoz1R`MXzt(6>D~gAPHp)7R5rQjsmswcCEt?AD-zQ@e(hO1zR^bM0Q!>|T7zDFaWy`bYpW({ zU^s8#`GpJR4|jPms4su^;KP-utKgGL?+>sD|MlAoj_q`GPm#B_Bi;SnOet(@1CO!L# u{S8fdeCkNSo8)f;q;(=AB|H9zPp2KBsXaZ*JOx)B5mTethL;U&xBnk1i$xFs literal 0 HcmV?d00001 diff --git a/man/fragments/figures/unnamed-chunk-24-1.png b/man/fragments/figures/unnamed-chunk-24-1.png new file mode 100644 index 0000000000000000000000000000000000000000..ecad162451fc10124bf361db241b7741e3311619 GIT binary patch literal 45713 zcmaHT2RPM#|2L&5G8!l$M8hmASs_U>+Oju=RQ6Uxl9jBiBx%XY%HCurE8`dyMfN!M z^E&Aw%tB^-Ik1uwu1CO@*11hCS+s>$dpgZU3Q8c?{n2TzqCO))qGz3*GXM_ z!I$>i_!ZAF^;y$)>KxS^nJ4L`uz3lWlKxTeSu;Q z<6S@MBgMtUjK*SOVvg)SXJYa)DJdy0??m7kTRS^GK0XuK^(3WW9UYy^moGmJ4=*Yz zN|5yoDyeGi81K&7m`&LD`0=C0;intxizNk)lZ<=zRQ1SHRaIACJp8nwp&@bY3>lgH z=95lBvDrB}VxppT_4UJ+dWB9I7OkANwzm5E`aUg7vm>ng_kZi@ah&Xz_FP|`9clJl z`Vq;`&re*45w{WG*A*5PRs}FM$4TZE6i7-)>?NF#k2}~_4PF;$RP!=tOK+ht^LpIunE zTK<4~TaQtOrktD{-jVnsCugD1c{aThuXyt03BD%V*E9;U178PdFyTLc{_LW6VPFWo zGhD5kf48cp#=OFJ2XX6gbzoLzX1Sg$t_1V8zP>&*G}N_ESXkKD*mz-=rMh}^Ym$<2 zTK30}jDmV@f4+$_23*nAjY~+__>)U`^zfm(`y9CNq($F>FN62l9hXOdOR4LT4T` z-=kli@6-=Zn5#8B4W zV`02I>X`9VRf>8-=Hx{k9X=kOSINoT_~P_0G!D1DQmr7UDl7kT9eeTOg@Ay-wr$(4 zUcH){ntI!vjZ7$SfK7^CZ@4D7v$fS9!zRSs_3SV1-{(Q`4I_Z*;W2=a~sPPV_!{^k`sU05hr@chX)+ zmWAxpXxUzTijk3#?8fRW76?Aw-OcT$rDa8Vxt*PznDsXw8!m2c(_6QS%^LUlwAhra zRT~JcW78Sftj)ElW5_WEDiM4PyLL&s5!0VM`BELo;%cdO`SQo??D_9?VHm6BM#Xx>)ef##UEKU+~Z4xpv?zp&o^7TDqW9{tZ)DU&7 zfGbJ=Xh(&z*4B)-Z{NOtZ87?c zjEw3KF2_s6roT{GRrNueBU!12m+KT+$n&J6;gXHD$@X{G-dz6uC0V6TfD%;~<3?7A zb%}98@$?%Sz=~mDVEFUrkLT*N->X+YHAKkC=vK^VAnKN-*1cm1MBxj+pAFBvk9+XzuvuP&l;~l ztE}_PL4JN!GD#=7t9p8B4%^(@QS+}|6Zg6wectTSrLcz&Yc(#nvs}1vL56Z$+b_E- zSFU*EQ2AyUekl_d7Z;8`?~(KR#S0^2oiCxMlPg$2E2X_YIy&Sb{oxO*{Zm4qGL`>_ixw4y~RYu368`@IT={~pi7rB}n8Xj|= z`7S51?*K#ixhoeg9O32VDxlwllF7=-x}R5DTboegDVx5Twu5Rj>LpsvUSTtu&#hZq z?{A@A=PzmZ8erjJEkr8}WD&1^yjQ`2BNhXDL*(1*3rR8?8gX%P`T6-H%?TT;3LHM$ zsj0C-u?0>XR@&@EAASyVzo)b{PTylG89fngTy&@T9JXS5xo?pC>ci=EM zK|hybhE+@^L}sG*A|Z?CVP!`?bEvMW!?sGzn-@(YTX=naMY_4^FJ-oH7f=}ONsUcv zrl|bl|H&ls6kqBPD}JSIarn9VLV;=q{@@f(?F&jWufa)t^2w7Y$0Mz-^F>5NbYvLU zxZKjYaz!yw<5NL_Y*yGA5`-xr&x5i|Z$oHwK zeio+)L9CKk{(?GrEwiaRSi~-0y=s&ODAtc6&A^cO=FJUL)9hP)pLnl*FtDln{P}I> zy?cI}$w)wsY70Ai0$|7RwO@j|pHPORd^Gg*;&G{uA2(F`?~-`&QAbxd_g3GdqE~Id zP#f@lz86!Qp((4!OI`nDccf;SNFm>0c0^=oFp$8y z+E?JH9(#hENgKtdSxQSJ#1#`0KN{pZgMlZ461$%Kdq z-^t9|gYv6l#p zmfgEW9L6<+a)IM=t-6QC$K6(mcd+!WxND?|7zVi&PM@tMl0*O$!Rwio&CS8he}Mc; zKYT&8SzTVm`si}iad%(qOw%6@xOnm6ty{O41avGcEel-ck2=)Ftq2rtqoYgFI1D(9 zPD!)XTP?*{*yU+Ngj$RkKR!uZoQZc^#T`05vf*+H_Fhu4Hyr%=a{;Y5FE0pcqu*k*2t|j*kAkJH}2< zd4YjDRu%v(`uqFG)f;AelP7^bo;`cUgOamgL$rDD{P}@o&!hbOtfPL67u_0PG&eTx zprwr$v)(6GvEy|60@LYsTC#thN&ntdR@uq7yodK{q09XC1g&%9MPBQh{dOyb=#n3c zcsZap$-9vAV0`DpI^~CWQ_w4iOU;5&_GiE zVku(xVH7Z*ki9HFMBw#w|x%miss zUiCt0tO;VZw6F*X4V7@7d5IxGyGcpG>T|UbrP#9NPjCJuH8om>s!k>*CKQo(@7@^) zWSKP{J$iKC+@vA%up=b_T&AUk)J0@+!3n**ai#TTvt^>v!+CdacGfQt#cn_q9Jk&LBh6=|PlSiM~+b^a_m!$Pqrer2strmtK*}gXCtc zd7eXuVt`klJ@fVTU5L$UZ)y@ae*8Ee-+4K?viA1y+uvDT-)?8q;}uX_JuwObdt6w! zsIV~aY0BHT-@3XU3ZmY=ee-7iPZ+rmC;m;Pc#*}VyJIBI7Ebo4rVq!J#q;X z2hg8Ug+6-Z(yO`IOWQ?B5cQO%0r@1}2G@^wLhLS9e9LtDLo1Z;5~d;i1{%j00%p}(~64oWA{kCZ>r%ma7Ip67Pzx3 z8Zd^MUDl(}qV)y2`z?+wf7@XINVFand7coM7I!PwknA zf0+T6BENp|>Ytumv`#Qb4;`IYNE8JH1=vd9w;+TB+`2on zs0kGrW7Qd5>hzKW%qT7_)RC7r!tQmu#Y9F1?S^bc z+G*ieyK|Fx+pGl%-&0W$CkiGVpiy|NI=Q(w-!Sg#?&*HZyaC!Oipn&!nMMY)QwsYsO8904<`}**~CnY6?j~|CTaqQ;T*UcLi z&kwEJPvL?uAKkOAu!+ozY)FDY;|DP4<>l4VqG4${#wzLXUMK%ay+09Dw&(9-62)9k zZ(?Mmv%A}0b+_y6PgU$>xpg5jj>=|QJ$ZTgix;1)^vdBIpDnX3-b;%u9DCgKGgcde zJi&9L=>Gk3K*NiNu*cuudrlvn~tb1^EAUBkgwqEK6yQT5+{@KQKoBezDMn^lGQL8@g;g0Eh_#13cNz58WKN*3K)O7DlBVU4R;acCMn zxi+%)zc0(lk;~WC-H`TtHX(k2*w<#mcc) zaap~VK=6d9{XEtr_zk26R21)Abh(a6kB=WerV<}0&BCY1Q#P9%FCh+5um1%ZegBy_K%E4Mvm$Ei==6#c+}e5~ z#{J4)jEjRcqk=M<0;@D~zbwohZu>Qts+|jg@{u{YJDpG9a@fQ|$9a6Kpb?d{MH-`Gr zQBkAczgMmiasBQ`o(G#!?YWykVg{%7?bs0r?m85JHj4SC;t&)}Qw(5qpRQs;Z|dTn z>(8k)ys!Wch^0WqvCzbv^zNOc{qL{dlynn>5_WwIw}eq8)kICr$s6%o<}zp!H#LKu zdWAfbbi9Qz*3|4mnE|Bq*jRJ?D|ACKFZlEcg)3uhRww7Q=b?66|I8Yw=f*Wb4<0-~ zJx_lAd;kQAoSfX>-(PlhYV+doET0!^^KqZ;f1Ae3r%#`LfX)o&Yi<1pl7_FJUr$%p z0iV;SPfJNjX=!T%_~qO9A8KD@#6-sW`zu2vl#{!MQVb8wJw0^oZTxf2IBjeT$%VVe@6|<%M>pRa%Cz zBunmaVEgfjo-_EN8Tae9?fZ!?(_V{xnWieLsyiZ6TD=B_7p0vbFhSuSe?_aJbxNW9 z$RAyk$SJ`}gD1M=89@T%s%bB&e(TU!(~z%KpV8Pd#}c-a{i=5~=1Q;FZSS5vKp$H& zEy)ueVCz8tW72oSEH#ff02|d}`0tpsVmz;2zWmUCZCHm_P|ybIBw%iCdisEK!#_&J zc73<`-{E0lVIWvJIY5y@4iEC4KQD#Gpr!S#wA5>=TTJM*Z#$hjN{kK#C1sjc_ICZJ zAt7J^(s#d8t%yNG4Gc_}@QsR!!YJea=cKg$5iZbY*H%~mC0TrFYWk3#4rR!$zt9ILm@4L@n^Lm(^ zqWZ}YP^=tkI^xaKgjeKiQ9c(8<4e{rdGQSF){pa*i2S^J#so zZD|pblysevWj;{eNgJ=0f~Gu^rAYcpm#xtumXTELO}OX+J!4u zq+R9?FX%|hzs|_GfbXWHWDY$Mn{~&I9YBBF+}v5_%|B}>H@i&?;74F3+K>*z!YZ0E z17rt$Hf`F}HCbjHoNi2YskgiBrvz>C+qWmp8kiTzuRwN2r>fM0GAMrXq)YqTE0>Ro ziis_h-rI~W3c+1F_f{O}CcDg$Q!k|`OHAr^=8|J4Mnc-i1c~kz|~j zBesx(gN)PEf$(!x*NlXljUa_>^BcdHDD<6m)pKJ--%8*)n#uCA%Y_R>WxQ^apLEq4 zj3s0BJLV-fqp@EaZH8cZyQO+Q~A{ z#Xd)nc}eIJfYvdfE}tYYk(*nzA4$fGHP2F^iKwco?&3MmydsXe0<7}=`*+Bb_y|b$ zw|a7RxLUAHm4%qM20VNy#7uKEe7RHKbIX=3phwc~%e!6cTUR!GKmH>3e*KNyz<=9l zrJ@UU3NZ4qNo5z(uI?Rea$X zf@fyh^umH3YWc{1bmlnAj`zQYt0Ab}v9)b$X?fmi(b3TXKeTH(-kCU_S3;fl7nPQV z)HgRLfF!sU_-+`ggYvy3I z8U=s_0vVUA&eUVv^G60}&(~8H-4iDH0EbaodV6)woG}B&1sXU*B`P9PTU#3o0*m2B zv1n_{Dk@^-u>12Z8v;d}g$Ny8Fia5Rg2jdm^F;^&=$S!1Omn`D9&Z?-OeGE)upz%3^+Bxs>HfSML zRa=hR<_%j?3LZUr66h8LPu6AbVFF39J4Lkyj52-OX4PX}NM!D8YNHZFG0IHfZ>3Bbm}Gx@~#P#C-j z_ghFV71@Dt5fKq^ys0W^IEDHnCuZ@1d`FIyG4UQf+Cq?6z_`HbX>DyC5Bq9pXK$aP z7UwcGAh!@68X8Izr0IqCM$Hl}=e~Ebk z&@9l2?}G;T1 zZMO)Za1t0ellbTGoA%4pwe%Qepz0{1bKLV z{`muY?a#zS(=@)>RU@Mz=(YF~Nw8&gKOtw~2#B)rD8!fGw=g;E2JSUBto82j|6Po(e__c%IwlE$b?V-VV41jEt{ickEMX*9GG8@(fKWCCL!; zO4s~o5xSFwCrp`H4hasFjFFnED#+&GDz^y5y64Uvm6FI#KnGp)^>I+ZfeYc;b4 zvfQq&*WcoTX6pnDZ};Zi;Sv%`fBpL5xcs^)(UGng2@Off7_}5&E+b3LN3p`>)KupX zpyH;7Y|t+$fA*sSB)ib2TR;^KX_*mtbN)SFuiw@@d&={j{jn_{g${ftI{JekPo3Jx;_2&>gsBzanzs&IO}X^zj>;t;Tnf`uO7E1V6~C> z!PToBU0p;Vv2hz|n9%6lSipl_$%TcnLZ?ZQ1gNr@Ow_=#vN8pC7OjxK1)+QsT|!+$ z1FXpTxw*>Y`gQXYeUfxh~Ti%M)T`^cd$&claE6q`VWpM&5h~%G^9KPy&kIZLyOOQgSHt^ znMcAXTu0^#)yupgDikD=U06cGx!h+PRP^}xcqA^U5}`DF%FC;*uOIvMOY!vS+h1Ec zI;v&FED`C^+yzMkVoe?NE{UAr;9$>%@#uH&ESrOq-oAB#X2HOaE0mZ}rF$XKmkwDo8Clcu^mpO~_Bj)ry6hbg1rOhMXq^4%)=IZBIT~}82hv*y- zKrK^YWoI{s+6dd1P0EQLMaDpA{LddWpmy)2HCd+kL7JDInkn)S78~RJNL-PrxG4Hy*wx-#xf82p`ogP z>9;gAG#CcBGm(7Pj{`~C*i54SlrO`!PfN4Gr7RkJ!$Qz4aA1{o5jlSROJk#TOL4I$ z%U?CSoRg35aTVfd(5B+U!i-H!eDc&Jyj95*P82i%q0P~v%qwtCB@v>~E_ zR*tX^9$4rM@&Mov%IX_Qk3ZJc+8pFzjljGb!^eNn^eZgJ>YhP0CI!nDzhSsh%l7Qq z!yte8x2zhgQs6$kdVZ*i+A1S6^NCtYmJNLRVjvfS$I6a^U7naR_mu^Ph-ZK;A^MCvpLBWd2Hl$pjotvAFpeWvb%HiX?FbhF#$FFH1N4Hn~KOM^$ngoOqL4psA z#`d+d(+{GIudh*&t2#y!5zVd=PftvWnc2_BdxcN1xq_s?uAtq%{q6hry*bv}=H@9` zS;B*fpnIC0+UW*zSQ5IrtSeiwJ%MO2u87Z>g1TS79xas8MrTb4|5mVp1GM)5(Itkk zMd?JrB^^Fy%kULT3%4s1C43Qx$MR3+ic@V%yIk8eWah=FgV)HJvYQ{HzlvyRdWC{E;RZV z`(wuqYTDemp`57U^s{@O!I0Jsf)(Z&4e;JQIgp7QQ+M~G$VjHZGpKM{82;xUX-}LY z1#`<^04&MMvg;!PQWfvavfD>u3iS)}0_gGK!-tV#V~-Hj4>Ijv`o9g}1-IL@ZZiLr z)vj;fNYz2V&}}I*JKJ90VO)h%8dm|zg>VI=bmWGzkXKbur~rUPJ%vbI;YWvRmkKEk zIs{x0@&vlS)svCrxU;&sxfSAii@Su6#dC!g=T14(7}6F71vMcd%*Dxx^c*G=GKg7o zysnN8u08d`hahVS5MY3+#I^78{sdMxd3gv{3yBJT#J`*n;TVz%0ehO`>({SOQHo{n z^lKYQ#hFQ`xMYrRh21l3%1(34B(KO5}V{O-*g z>%LE-$h}TgJ0l4Z!LJ<~7Z=PfJMr`9RUmkPSExt$?|y7sz#Aq(J(CPg&70Ce!?~N7 zcdt$ipgBOPaH-$B6}C(lv(V1>+hlXZ;YjtR6_wuGdV7+=m$t7%={S6E9~yC9UVrz=pL`mGqlV- z@chSzeF$6tu8;Vo0|Z7iP@+q`|Fl%a$Tr&n%pa`Qii(P{u`wG$F)JIJjOV%=JYOVT zfwB?Yhy_@K+7Q6VKh!qD#Pb)h-G=aiMY=FIXQE$+MPg2r`ny2X@aAw)K^Z=W^X6Lj z{2UqaqhChTLN)~XD!TnALSkdzL%#H*6R;wNDw2@e>fJ_Yp3p#!^71mschqqCe)!c) z4uX_Ul&#E?4OKHpx+%%l2~Q>?ZHwsJobfd!fG3{x3)!9e)qnYsZ00EJdr#sZTO@Q37m9OGs$9OEmiN)Yfn>1?+c(`gwTV-Beh>Dyr7_j0=jR{+xiuzZ zA1XLJr@Yu%eX%(f31A`yR4|>Ux=XkN)}fXF_F&bE>}&k?ZJ#U$#pVNf=050~TO+;9 zTSrDl0Cn8IyaZ`g#zaA;vbVGI2`M1={_8?Mz~8K_tk`_}c;w(glh03&K*izU;K2Bi zgq#sK6T_{4$uYHD(+f|;nSt9N#&iceL&(9{(^OsKpaHf(mV{}~9^FrN{(rFr{dd0Q zztYI{AUQ1zJN;d8gH>k5=BCe|f5Q_e(uw2x+`P?OS@!Ook5CMzzj)z7S?1`U@$o6X zWtiA}0c;!}?Z>X}3+(9a?G;YVDJpVD92vl7|>OnHOy80F39Q^!^wY3(bB~J$Z*{{!Gk!cd8D6TbN`pexlhS}uU+1Z=flsv~e_~D>H z8o>*Yvc7Az3Wamwhf9Hvk56!LGw3h7o=iMG+JFsT{KFIW~Zr; zE(!kFM2zg8oRY4xbm*wYAm1**#B)V*6XJSIGJs%>Il>742 zf5buQi85H@Lkx46Ea*9!6w>lk!OzV-`FVIE5)w*owDADW;maTi0{1p3aOI(pL;SyM zh5u1ioIBvYw}Ktk2__Uhv!Y_l+_WPC-u*89-ZfmK)1uYY8`ScpoTJ_P0e_=ENPQiP zKEHYMX1?;Ak!ttp-|f88(naxOczp&F;4@Vsf}D?8B^f=h>FX!Bf6^{x#jyu6vcU(6 zEhSFVB~#v?KcBO@Ex9atKYq;~MFMaO#$r$qt^C8HF;ha+KWQMpzVeaMJ7#H#iFf9I zryLFdCRt@78`!qBn;i1a&|bM_c#+%2YJ0wYLk>n0_37KUPNy=Gkmu`*?gc^O(4j*x zjS)_p>9xd=0{#5I>A{sQ&H*J#*_Su+NOkkEIfb+&&?6-!C18ni7|${0$IqWXhXY%J zLl}ZP+&9)10Wd&l5OMta7lv zrV}foy?vfIJq#d?Jq9(|aPr%SUKu-8PuhEdZ^K>I0Q+3_Fn=duJ6ir=E~JZ9@9(?P z!!7WfX@Nrg?Sl1YY;Ed0x@R4>d7W4App%i7W{t@@eBuNVYSVbq(PyGtM2g&AKBK{( zx$?d)k)oHsnaKr=$UNqL2tNyRJ^K6-Wws^t=*Gs<{cpjHo#H4nWE8~3OS<~{1XSDJ z-dG!cQh3zP(ecvZr|`gTzelHisc{&KYnAU+?y56HA*oDcm~KEAog`3?_Qr2)-{is% zJ*M-Y%{A54MxpZ{;?B!+Hw+985I(bb{8L#BEiLQU z_b*|5DW&%WRT?AOef_Fm9R2%|Jv(N!B)+nG5>Y!Z%fG4!Q2>Dn4%FPvbrNqve z{PE*~;6g*R5>8*-J_V`g+_}%?h7XI|0;-iC1i6Y;!dpkED-}{kj?5W+`P3b-FPG@_YACE?E4BOJH z=P16gC+G~2s~d5OL;m%fH%BBTQ5^QVzDrGQMDDSsCIzxNa+451AQFN>AngU91-^zo z+_lAatG6Lmnvu~AxEPKYu;YvcKw=j|`e~O-m)hd}K4HaywaCkt<3v;5<uo5D2n3hhrX~u&TSTZD9pPbDO^HaP^Mu5AFv_ zv)^?4Gq9Hi7GMYHC-7v`zwE}>m*1wO9CFy15E3F}-n4&j^oF#ET$C`OwYAJB1Ly*( zEJ(F0ym24;X5w-`=h(`o0!n>29$H#Av7K(+QcG!bRe8z&l+o{Nq`t?SloZs&qMtv_ ze30X4hd_v#f0LYyHAKoJ0gNCb0H$Tz&=wXQ4SE8PFI^EsvHii!K-p#=4F?A?hhr5` zy%7=D(HgO&B+0lJE*>2FY09}Q>c{KUjTWHgXgjEjxkzkff9S2}U|FWlZB z9hsBs;u@2n6(#GMy^HdSIRS?vx-6VtF0;OK*r4Raldv!bc_dko;)a$0Il!{>11w29 zh$RjzL%@md65jx2;6=e$D}nYzB!YfK@(#KE9sopiLD&}=q}ddbA?kB@_ai^Q8rZCo zt_xNY5)y9GhD~n&uBD=aIahbu`oFJfo_B3S?SLVLh$bLnX=y2JG1YjfXmifB5ufjL zqOf0(s{lzs?hx_B@#R9~Ki<6?!xeUYA(9vl)))XLQ-jB&fRfQm;t-XRaeeHt|!=61q_UaR~P1Z-qIz|i6W2U(}Dnr&Bh-%F-6uiZB?6aUINF{?k8|*X=)CnK?|SiL`}hi zC;-Pzk%|@g!Tc~OhkD{eEsEGs4UUs>NqudW#i_JrS!2s|${`7a`7?5tUG)x)sswB* zht!AJh7C~pp_$7E@)S%85MgY8gj-xE?n|F}*cXL(ZkIP5RU#BC4j+6IXvW>Wy`;AU zy1=#2=ct%b3eM}DvZ;F)bd?irV9Dt zr|A`ycL?eiOMycmVhIDG_|7n?$Y8i!Et&4$!nApD_yoG1qB86pK^9B=7LH?h0`?$2 zrWP;dPd}9RMJ=f{h+XzWVq$1aj3pZO@86G7uU)&QuBzJJ+PZDWj#QkHeE3i^%S_eg zPx*i2*I+hjBmG&BQ{5t$Y<r)S|*O$mjuN|M}vZZ+1HsIU$LifJGxIu^Y2+Wp9dgl5I6~>h_&5GU3vKzlS%-= z(vX(ns-x`VD8#Y&%?Xdp($8(Wy_G~m0!O3-z;9xtoR0^dnVp&%T{%xWsQJ)h6Dfv= zSRtfoM5UEgR9szLa&mLC)D^wAibU@i_4j0zic=$G7*j@^|7hJKR-8?$i@WIQPZ?r2 zHrTQ;!CnWwwjb-*!^8xPbhp>N2JVyrxoFqH2^SX^SX?}@rCT|^e*5+;Bt%0~GYYCB z@&Zv&%nNTUwu(jXkS(e9q(=A>PLk2upOgfTA#GAbRA~R=01A+E)9~G&4SV6N07s)| zr|A|%a2al8+P&Ln%h&VK$CEQMj{OyEU*<{}X!3QSv!ay%ro$ISjqRcneHqrh8qkZp z^tX>Ua54qi(#~^Tt=!3qEfU)YRDYNSak`vr1``z@q`G?ZLXEk_ zC?6*zu!q%&2niV^Y~D&2h79@R#nMArWu43{ELoA2Khp0%P*i%q;9;e{*Z;6lS3L@# ztCJHcW35+sLRz{HXMj=t02tS9vi~F0qr8r*f1Z!6QM`01>-B3Y!gJ*5u3yg&rmXqt zRoB>vB`HUhvGL@&#^Itr4^+)&|Ceq``oK*Os;tg5yz&@7m3-m!I#X6eSQyulBl*s= zWQ?krvGj^yURLxj(C;5da)E+XLTZ| zqx4m9RzB53(COjL)My&|MJ}RuhAP+Dd>kqDwX{A#R0G6BO9F*}ZeZ2-DSMJ*9XK0n zN#N+wa?ksq$Mp14BX^Do3FSfeL?=W9uiF|HMIRFNqmhPeO#k z1g1CXv}_G2`1IokcmfV|eXgtPD{>_ZFr+ZS8wVa;QhPSJ2c+vF70Moj&{C zjfu*82GbeXbADC*7*6$Kpm|RC$P2CUNk~)XCMGysH{O#wiC6?KYvLNY)I`~2SBAow zGd$wrfC%&W1r-NQUBawDU4;m@+121q=|TOeDCQ_Wn=@3SEfn1;fjATRF0Es3rIXvU zS9n*8USfk*z~UJbW`54+)68!K-{GpdmiG=j+fexI3K%iD)|Zg8^tCMs@Q5*h8`(NU z8gJad8T);^cC`^`<7)`t(TYiX$@ptBq)mj7+uGVz+IM1kWd0{yzFB4lURr*GWBDzp zXhbd|0^KSqmauiZu6&1V0^vg!sXqcK8x3a~z|Txp9;Z_vWqPUn5Wjj&Hh07B5&ND! z*-q0&ZWnOIxu{5X^9+N$l%&(q@RN7H*T#<_4w(Lw6IZao2$v0-FVV=_nm=Kf;5goO zPx}4_n*QJJuVJ-w5jRmlR;rOe*npTzm5776#FdrF?kqp|>SqWUgIV#-nMEzz?ds_7 zN5GWSP=QHGfb1?`-Yv$iTQW5|fDvCuBHhk$W4K8U*beRve$-E>#wCQ*c62a$HXtwr z(H~U9gYf_t7i=%mE%qMC39?4ml(Y9!?HU+N?;OB!+~9z>>x499Oyu_y8DX*7)p-mKI4q zT*yVlo$TPu!h+f4!0_-e&bUlf#gk9s)Vq=AE(V6yFUy2dhH|@Q^6wSM-0le62*fED zCWO7eA|XS&{{%hUR2++nH`v9_zJU`7Zd!Am{_A=p>oq!(5aNKo0Oo*=wDa%&AbU2_ zS_Umb6gLh~O92Px@WCw?W^o4sG!_`Kq?;pbwxHt>fdPoa1T&n>a%XC+sCPY9OYF=KnNu!N7AIsm{P zg&u-6&UK+(f{(bXg<-Nce!okT8KJ`EZS_Lj*u@1tK|kz04h}=4=Aq(rX=|3Qz>}kw z-%mct$7qS3jONfaZz~lCb15N%?(WWZ22MPrJvhCNk4o3fJM#_n0lk0y3Ig|ZZH9<%jDZI7$*79|HP`ECzDR;`mx4&e#LUddKZ{s^ zC=v)VN&E;5tm2vl?>MsiQE;%jr6sR-*>mV)!&4Mg0gH1BC$|6Icdg_?Q^pBTFTGVpvw| zKe4R7LPx`=;@p^lZ5?8mTPP@ee0`BwMlmyny$Ya?L&ezfxN8D2e5((AM2zGK{hF5F zqBbRwjVt-mf>`A+`mC|=i<0~P>Yp0|ySGeE9$tUq% z@Klu5)T;f;IeZxTwM5|K*VdlBcC8aC$RTd-rRC+F6HQsnkVSx|4buS4B_OfA*Irs* znIzpg1mG2X7D&S_^D<0LY^qHC?@SiELyPraC{gWLp0kk>Xx+fQ7?3%~9FVM>NyFPJ zn4eNgSV8zoaLM=cx^69;>?_E9^9JXR&&}8XTloB%TYD5&qZ%bNh3rWnjA5)I>6Rua6hi^Hw%yx*fERZS!D5AL4f%EJ!Y>)hq!_tLvxPNv z@prRr#WbYkC(g(i8V;gL!-d0M>>zA%vYYBsjl_#VO3p2|Oa_yVOG;H74}cc)Xzc<( z`f|XzWW->0X`?(vgoNOxB3s#ISp5WelHbL2<9;z}E%1x}L!@FZmyGRN1l&ixYu8BY z2r8Avn@uPE58?xgOEX8O_g~}-kdcsxw%KBEeXeT^vMp#j4;R;Fm2)TupX`2pf%h1+ zU*by|p9`|faOx8hWU-!MMq{Y~`~xx>Y@W#iDrkt3`y4)eizlo#O=Zr?9oYUiXw7sc z?#195z&PM=N?+Tz&Lx;>!RH1Vb+-3t)Qbx!=_$M8oFvK}wmv`ydHFb42kZeVN0W0eTA*1{ibB2n8;dd>=&`cLQ!=n>n zb-$OCd^o3XupAxv4#oP9c8=8@*rgt;c`-5Cp40;l{(3q(`|J1IwX?&0FeWDxU3W1v z*D}ap2)yWgEg6fDt;g91dU+Hd&_nb@NMOLiJYt;^VidvYsOJD!r3Iyt6R4OR+{6Ahwso8gRtWV$U9Y6 zS4%6kg9zG_sZIbGlewZ+5Z$1LKsLlmo}Qi_H*eOAD*P|HFdD6han!ZSFlTf}W)WnUAKjaVS$4J%JQx|+X6{RSMP=JRfPAXt>A>)^q%Uk)n z!v6t=BrPfsPwH;&_vt7Y*RC;1Qaz9_yX!!yawsXRwJ+FpitlsEp^v}pK4EobWzCj( zQ&LKi1u0Q(;M^$?0jCe?P|PqXBflCzQ_trzF18vhyM6+-6Vj(o2>b}djj%qaSf+gT z;81Vxr}-n)0k`Q1=JbEe7Pzh`?ss3l@-!++6MMsD{x>2-MwZBkthgSDQ=$y+YscCU zlA`J4bAfjOVa}#IbBp$VC|o$garf>Fux7s7DctP{lDF(SadSblF2EN-Xs^J@0_M0i z3GWmK_hnHH*tuwmut?nkQ&aiZ$MyB;y3$hbkktQ-jLkiWqW`n{!^8IkRApvlly!FX z^nkxNJQEG5r+nG=3y>5iq#={95T}#yn)~R*3v8Er@JQuYlSj3ZXY5Z zTj_^e_R!SFoMg|w?e-SCZGSsD_yUP2TuI&J5-C)B_c$bR;f`G`dpRkTAX7qqD_;7^ zVs$}9WegHcrROfUSNA)YQs;7tZ3KnoziHV1el8L?c*kD`x9sWej!x&&M=3GSS*yBV zwtCR}b$W3$KJmh<$D9Q|ddW&NqIB;j)y}Mt+})T_j}5kw;A2Ba*7g7a^ERXj0lFIywj~d(g$pC)3QRYqCX-lDuT} zR2UoMjA!AmApm{$>_gm`2bsd-dC3@fW=q zm>LERj<>;8K3BTAG;5w1v_*~6i4ndb8@a;xG%XggF1=_TFY3NnFpGw)Z$L=37&>f$J#s?O2x6& zyS1JBx$QfIJ~dD(Bs|xpJi^z3AT(QcMA9s6m{0Z(8-3m&-t#m&+L!j~%(Vw%reP`q z59B}Hpw^E}F^Qtq)PHa3={wRGiWqv`b*CgHo4wLd=zk?%SB;PqFYWV@uX%fcnH zO*lVl`!nK(+1Hh&C|NVibAsb+HlaDTXG~XHJAnO#xqd3tp6k~oPM!pW(*{ecsK5z1 zl6!>>2EV^Smd7`x*yD_itnPEa+tdTc%AmQ)06K&HAw>n)h=z zjWgHF4>%$hz15px-#!pKJbsOi*6tJ%ZxD6NcHDM*k2I(KM{0lp*QtX$Z-B9ZmUaa> z;ei|TfqL@t@`5{23dQ4gJFs?OYKw&!;gj7qjUSedQ>zJXHs1CJw|Bt3K(^D-jXdRO zHWigFDp^TN-=DT+ZS8ehLeoZ4!r}0rfHk-S4XY-()WSeF4iHcs8%4O;t2Qq`KlOSR zkBm$)?zRPz^w5?W^Uf&_GQ5GpHkb3aj2Ood*{>!lpAZGqIgk|Uae;$_G` z#JF~@rzy;BtPnO}dY(;c1qT#P-{f?D3eq!IdAo(Uvu1fx$QpF4vNKyn7}WN%(8o3^)xRTN>@KMeSmTeF*M<%{Y|nhw^tmM zQ`$&To7L%>dyNwfh;JfZ3EBqsIptfB_RYubQc3#U7iW!T!pCjIcqEc3QMd{a6xj+GBI&*m;n=_&88-A+HUg{t=*U;PnJU+Kw-G49?tkJV4V zudfk`XiQ$d>^ekLFS8B~QA??>ug9^C~Qz&W^RszduQ1#q`Q(L)h3OFy4Xcd zvg-St=P7<*SemCgg_Hyir?1`HOgZJFg*xaZIdOdsunhJn?2bcj;<$Yag5?OfLA=6- zMvoBL7ib!HkNbN7+y5!;z2mv;`~UxjjF3@DB_g6yv{NLbB1J<*i=r*GZ9=7qhLMn# z&KA-j$w*tFI!nt+Q7J^o{N0bbuJiV}KA-FR*Uum4=yblvaU8GL>-l`FXV*}VmcFfq zZev~gCg9ITf78SL-ugW?M!Ud(dnv^vcPMm;| zUCk4*ZrwVei))|t`<#*ur|@IbVU=3ZtHH~P$Faqnzi^?Ls2vm;^o=Wnqo<3fd;ENK z_b$#n6g8D7aKu&l#*|}NFYtkVj8}(3L!`@*7`9@>vRgp|PV&dp`PmCdlLN}7upM}D zhW0eG$MvHXTMf%k@AN9#abKCrFvj)%se(1U&Um6Hin4(t{PGFjfb9F2Yk>z-))*x% z0`f`Qs#5qv;Bx3dE*j?^n>Z%JknnI#q_Fp&B7w?_8c)agG%qhND{DDTH#>$m_W->G z32|uXHaI$N!9YN(p0uBwwicQ!nxDfR&L0rsxZN3jE26zUqvdRZP0|V=cc|YcToA-PFcY|NeICc(B zo4*Wma)$<|t70c6pz$MtQ*?%fg*Jh*2d3c}>Nj>>FC-+<#5>(zQGo#+EjpPPr+{$R zujh;m`nI9x3SC7SmNyvT;uH0ab4R-8-nD0gqA6Q!V-qAx+)7Pd-Jrt{yUZVZZgPG8 z8t*ObDjQnw7u8OGal=KvVF*%!fnB)og?*j((~~xo(+}p>T~11>g@jA2p#N>!6jt~P z%=gESO`o2QS#mRoGB?yrog2y%&G$wHR!|Uk?%ad)5*R6tgI0~rBgIwuEqou;!5nZ{ z-Y$_Glz(3IXtwz4>&~6Of3prd+Q+%G{INV%$P`C**+`vZmoceSZ2EM2ly*`be8#g^ zuY7;~sCFai3ke!%%lX=%v`u^m67(gJUZ>7+hf!@HR}0Fom)!Z60+!=njox$N4y-g#Df6DAN{ zH(6V|3eXDn6aG2#*popgwVNqs?@dQ)NREkSX%*;35$6O)X;jqLsw#|wlk=O`)cdrne9LZE?b4G79jWbf>j1G7*IZamf`fbag7$s*HH2ah zUaG!+3pgpDfEN#6$FDr!{QKHMx>{%JDUaR~{&9qr!Vm#!hZmG*`m zG)&tzJAG)uym=wE1 zNWS&8i<{%hMl82kyy^RvdEuSrygqg0h`e{}PMc0QHrKFY(XJxrQmhfld!HP(jlKL% zik-x$UK&PwB6p=&l$>+9bu-0c;Iy8nm!8u4d|pd<4=aW4uA#|V2j+d)XcU%Wy;NIa zyTlavt@S?}>+7N{?+=XYVPsiY7jR#-84)`%x+66;r>C6a@s&N(-tHs6C#R@;4se{Q z+WdtJC08EdQKWwdZR*-J069;RlIp61C+H@lp?7ZHY$iDiYf{oquT=%UBeZ7B*b>;} zrK@OW@!9TMj(CRJj+&Ic?HryM;IZe@m-nRs^Uuy`&=blaKUJYR5}e2&Dv-yC;k?fh z;}6~be)|@*d%cT`9sUZ``CC5EMKZ>Ua;RP*SI_e!)1${Uaf%=|$KDvX&YYoeOZRD8 zMA(dKFM0X0>S_ccb_*6<-(J0p_7C60_xMtc1uNGtmYlOqT2rT^ZT+t23v&!9r~nu| zTNUUM2TE zSK{|4Z>os{@YuWe5q5$fb+!o?&dmJ_WBUC&o3Vn_zI|z{RtfGSEhR-5Y+^VCGxoaW z31NEs+Bc7xF~{6bA|@+;!GbKq#}x~6-ggRc#=}D5*tHdRyMMoc`3rFdVVGEaeHFfe zGT4hp>1|#`(;VyDPOexvuh-h@rF}?2)l{+6*~KMTGxPAna>4IP=L4oszsp}aM{+yv zJ7e2)a@uc@L5LZFW-qVqGVs5R^-W0a6&up4dwj^ePuk6S2XFfyYPncjSXX~2UT4qu zmhl6oZq;q`jGjKWL#aixfDaNv zWr_X;h|EZwee$mh7w{9!(dreZN)68;w;ALHDHQdv+_e1Bic(>-^)0`xv|Z40D}Sx` zw`kw(e&0_0oFO+h=JVIjcVESg{u%aB_{{f3F!iOuK0?VRXWTVd8q{;>Q4g|I*wkf8 zlDWf^Ls?LE7MDs(}FJaF8a(#)#%Yb<`^D`8YXT0bAG;R!5q5%ebOhJ-qk3CbS5d#BQhN zR$1S?e0fCO`zKHGkNUAsU*RAccMV_2V!Rl4Hk= zvHz-%F)lmXKiyh;Ur|B9oO5=5l~>33hMXPQqH;YeWP;vWf^fgd`Jl+wNMyFW`}FYHE$1Fl3EFy82;_(1%+l zcF1)5?7Qf*>#w~{_Z|GJzkaAG7{yg#rt2y;2N`Pqp8zKUdHnS&aY+~s1wxA21~JRQ z)vC3?Yv?3avKe)~q`;+U($|{tIHdV=tKpHI-WUDvD}zSb;h3E%Rw>oEbIlz?rWC5dLuY*r+VK9@CQh5~P88jWZAHTs=+}DkSt^ zMkK+i;7{}$@e6fnyPVt@tjQ5)8pFJzH47S-PUq}-@d9!sj=?vR397s6aM;3 z&#TGRv&ArD2tlg>{{AQs0vFS6b&`|yPL71JM6B&gsl!)di=%epXf*zOTJ2Z!+P2e^ zCw2tiR_?qguQuR=h%bf)dNyx?yQ} zj3s~x<@C`0T*)mfH2AyHAvqFj4^4=^=IhY2@l|q+6Q$^0%-S%MG(U9c6&7X3rLYh z!T6{w1>}+{$lA`G(;~e*E6YeL+FIT2)$S27T7TT z@ZR!MTMK3iFSI{iWxkMTU`$tpxD6xRf$@Oa^??cKBI2L?|Z zu^f6R;nFXIziz~KOyBG=dK% ztU7uf!0>r<=E$9!%o}8DJX$rHPeCP*j+}LXK^0tK=@mx_`DvQHA8MMY1wVU{sr*cR z)R)zXhK>*Bc3iyk>-IR*8bk$i{O{;KaI#ni)HtXqg%capm6_!n7Q~!jcWlPIC(@7A z?Uxdi^m_k3;YaduwpBH2V@dStC)e6MyBO43{0P{6rs`|%@%A$r)y3gzt15bl-{@2( zvCP7P!5Kx*pKk`r;Mm~{JufJrCg5zt)r{0~E)f;VLk#V^S8I&jx6H^mIi;ny`uHCn zrkih2mp5ECF_ug&Sef2xV_e@L>1rFIWiX>+ThZ+O9$Lmd26i^Qf~>Ou*<*-SEiIpBb}w<8g6-xq5+h9D!nhBd6EcRa zu9PKg=~TzaEk@fNqo$scO%CGW!b);4Q}(kmZ>FZAGX!v;b+6`hR2wnnh*_J|3#*F8 zg6Wzg+pZHW^^KkP%a?vNRR>eHAAbJ#-*+#ctg2=ue|kd9xuc`{mRG{I-iI57C0+w~aLXHa0foU2fZUJv{ssHACf=iN=+<`B>gu z#K83eC}C%32xb5I*%^v7;&|z#Awa>dSw(KaeP>dHfL~bz9;18=TRuI-JLgCsiT;k+ zy}T`O^`BszurN|h0Bue^ z|ICH6xj8(UU%&zR_p4WUVq2wctB;avFlDgN3VGI;mZY8Lttu)ZR3_nmQRrJ++ zjPbMwqpy?~EkvneKbtkQENz>#ukD;UJ7$HU%HTYwPNhS*+aqrCqMqb1%E`m(F2STH9dO&KK<0Gu8$8?T=^u7W*NR%;kO;-Bhr3n z=XN9)hzeLln}2@!8;WeXvNK#i%bv%X|9}h>hJ^$pWSO6?c*mT%@*!TnV0K7<)%^MO zd%GJSG*us2Atf12mxb#&-cxDA^=|`i#To9*zR*a?r?}yWKX`}P*`13u9Y#*{ZS4@C zjyb6s!hbXUyZd>oWyX11KPf4@-4Ch0-E#T%ZJtGGsoajp^lPO*C$+zNr84QuizlwC z3Im_|hKs$F>u8rxv)eaRz-B%lI<}1AHA6gyf0qw(7t!3uD|eqS-#qEih`)x*IKKHM zZ7nzQv)qcb{p)qNFrkJhd1lh&fB)b&)pOpYlM;!N?_V|4+_2U8 z+z)H(qZ2kjWIlTR+7=;BW~M#&+)LRbJU{k}ut)C8({e+q`DvA^-8T&hriQpz6^@*9 zu<-5c-5w%^0oC8sCr|sY2+DB%4Iz@h@3T$FIW0H2`;X~hkzG?&?Oiot=0b~j&gcQv zK?x1MH6>XBtfp)rL;(>PK+T9S=Evx)JHNkWv)i<+L4hoDR3r$UlV)%Kq}7D|SyuFg zioTmGenUL&tYkU@?EtRWf56&7!dY5ns*sitf*Q*dQF>&G>lvS9s`Mv@s zoC~%>Nx-F`wnJ7aCi(K?WI?-8Yf^tw;sUDq-jzd}LzQkmob%TU7NWzB&f;;1O(#G1 zG))(yiV+SBF7xEKlD{jk<0nh7IMs#&OK@~TZ`mLS-YMBffROdOw_|!?O@p3j9)9RH zrH%fE?w6)hkE2asjNV>9pttYrjT^823+#tvea6 zwDbT(NyS>=R3MgsFhUR*VI~lE)Sjs_yJPL{XMbV%1=D+|?t#6KngxFRB_4j@{!GcY zI!P50aSN4;2d8XYb?k#<@Nm23dHbBh<(=;ns)P)~(+4CSz2^c<-2_QfT zM45qrbLE;f54=;}yjkS*IB@yTfRR}X4KEG%v^i*?ea&sf^~sbplQgI7d@H0as@4ratzP@6p@taSq?f$P7CWt4p0b~n$=VE1-K1+ z{$TP+_@{gKR?!c02b#p7TPUz2HJ=jvKhov!Bw)rs*=@6zPMzBALT8@N$e?UGicP3rhM>|E<%#|p9m zsOAjfN#VY5Jt#;#yW_xw9ly_uN^WnSOoLxDHY)^RglU~7RwXTMF&WEWD|Rt3!VQ$0 zE{uL1fD@tDM*e+yn;!3qz?HYBT<)My7R<`OuS58uu(@*=mUkG1sl|lSDv|8=>eAvy zo?uorWyR#f+n4(@>Sg&3i(dMMgR#xy% zi;`B{#c8##V^q@?X3-&qop*L7gHJx6pMQb+u1UpmQ}&l%LbHs`Y4qsijVc@0UA<%c z!nR&egYt@!l9F=9sXEm?it=N-oLnb11uiuz_Jy!t%g!IBb>;N5zelN$JwL9l%&63P zwsDs)P_+ag?0O$BmLgl>`>=ZA&ASsO_Ng~&eNty$zEZuu!(GnUQTbKH-dPvUhV&mJ zv2SkHVmR9Urw5;`k~8`_EVv~7&;(t_UF~tR#m{vpNw@ii^9<@9zf$SW=pAxeUp#-_ zpM7iF%1O#a?VpEy=WrX`7Day${sawhYMP{L?J-%TrjltXZOH?lNeEjEB%NEwGUMQx zxT<6q*x0ODyB0CC-P!nfNRj*SLk}PB$?N)_%@Yk-6gAgCjhoePZzRN+v#P_7YR-(v zRLZ>X#NmqEyqAZ2?2u69A7oYdQYq|~G5#JT5cct%R~L*XH@M$^)9oM_LytbXE)jrDJUC18b`?h-HLS1H)!hK(i-n3?{MU*kyU= za)3W}4oW%5oCkS%DpP8!RO(tY{qX5iSVY8{l`D4+cUrqv_3%T8TLWVhmv&eS zP+Ez{{m&Y_bB0rht7=PlO{(l2y(YHYg$Y3>EnHbCQA^u;8%Jq{yzhA57_UM@qpZA) z2%H5AK7Id=+3FsREl*i1^0jxn2fi~iF=5LL$jI=uwSA43iEUH7F_E;_Y_A@-FI|%M zm3(|vi1~z(hN@>E4#8&b**pKycaY@p8BIRr${yL9n=4?EW?;xPu7v)ttggP_Tsm>W z1np(FQUKAIV~Ag#U@_OY6L$Wla(Cvxru$^(8STPJm45UYnvk_zL&#ig-ir_&7z@}0 zLU7@eK7c_21A2AQHb9o8K6l|lm-XvU&9ssU^@O$nJfSh8Njtk=Wz1TKSL zqHEqs&HbxiJ%8?S`<{@1x4zRIiPC9;{=?*B1XGx(9hZCl@=}wE)X~;1KcXM38cGC` zCHg%d&cvNN?}BN<(Xv%>mL{E#nDiF61lywAh+g#;AzH2~0s#o5T`BS5HK*mX=g%39 z^_)Wx|71+eQ*ZI?1KR%=1a2Y{uiN?Kx{fgxKlFXtg=PZP0`G%a5_DtV!Gp@j@ zVT>yJztNhd#zq+;d;ZXml1r`#?@q@BD$+w`vOWw@dAVcjc{fY(@oE|xN6BP(Ze|xN$RGl`4Ta_^SmFe|5VPw%$9Sltg6bHSjZ$Kw(GY9roJ7#(>T?q&11z1;RF?; z8Bd;MR~PStJWO1;#-XbUkl&Iu$|mbBti9__sm)FIN~GI{j9T_m07dKePpe&KK66Ca zf<64($E_P~EtD5a-#=8?*GP2fa){`>{;NA;Q!F}_sejpA!_og|QUWhEM=7gz)r{JH zFH{U-Po}w)EDs5owW4e5N{`QFBT7dPN_yVA)0BZH+jVR){&V63<)|ss9PZKsi$YX? zz}aVsQk-eoptFVUs_nf^v>z!q{BB6H13r>pOpVFIz-ENjg^+T(1liq+ z?%A2!q~gDoxJ@fdb~)}Em77$j-_gC{g-6U=Q>9Hm4Rv(0fb*vOUwv2L$RB|_zP-C~ zr*%Z5nU`h%)y0E1SLrtvNX+}{?tEBxp>N3TUs;28nbhO;ymqXwtV&{aS{^f zT`45^fushP3=9-$Q2d3@w;^*|tJ|c~Z4uK;mG{IRI+T68)?{~&jm3i-GyHWQ6``VR z87Hy%XXN3HhLS5HO3<;5Xf|T&b)~xAZP1rNUuCj`tP~5MdQZwtnO?T}^@Q*ZAk7x* z48k|afBNFPtwe2-@DWsVuDHxn{4c+$`zWSDcn8Bt0iHc>qqxP+=h;rK=C{|$ngk)u zo(@WwX^zgWXV33(%l=%0);^gA@^<+LM&CG45%}--s_R%iBPc7n1nG3m2VE&qaNwU8 z5^ncSsg&pfk~sDe6O~0k>NZqoBMDWk7(|jDHiWET(^95 zKLCEVVBT{zda^mb9sHr}sr8S9qkfB?guxlDq|)0VQw?*?D>E#(DxJK#Z){gURw0WzBz@tr4AIvdma!xZm;~ zzn`|sJI+%$7_}d7;xftav0gg7JbE`rGHD!DsTmoDd(1a&8f9EbXTYfiS_W{AZszVw z;9MwHXcPjB*@z`1CGSj1OWgj*DBF3_==w|%%&&L;(A=u+SD=D)JuW~tO`14y#g2{Q zag5{H86A>@ov{;JFWMPe>On}-i2(zd;S^$PU|!sas!Q=}mQQO-_yy+ZTi*|8>y zGl>q?U7~H1=%*J>JGBy8y45Qr%N{DPMsJ3_z5T2wh6~?^g@*%3`({t)`2H{aH2=-& zRDlna0J}3eAZypH8)1`JLd<&Zjl0R2$6lgB29b)0irOv6kyDfyHIt{dyX)^xGUb0U z)3au%WJ2bd`S8%TDUe674wHiGk-*=X{{4i};6+-Xpti!-gk$ zd3GtTstpS9XSFGBNv(t#89jdd>S}{KSK7c!2;gb}qj>hr*Ursm&K#q`LWHU?c!;md zD(@&^LXl^-))MrTD`p}u>~;EP$dvc_Zj4cF2VZ02s&ebLFGJZDBg*g!qe zfFxppq9<)1C6-3l@O;hH%uHe1f@sHXObqKth~@~JsvG{%(M!Qb$&Wd8%7MgPjMh{J z5*@PNXRYrvO=@=~^e{Jgsv!yBovf^^ocveoO%5KvG7H&tY2A$-J36a<830V&q|Va9O;2ZOCauPEP2d%REU)V_(12;($rM)l_`t|`;UK0%n8+m;j4Cn zGceq-EUBj9fj$g#NFM7GuQdABTIo7t{*w7;!HMrN-LzepsN4nugIBEfqkhyC*@l?q z%Q{bLIA}|kf|ry6Nk}D)h;ZWpK&uT##)zVI6mC3`^t@Eb+CNnku?AT6Sf6J6~@MQ3C!^!1Jx{q6_T4iu& zvo_SAplhU|0hZ+TCwMko#Is^t$zF|`7~pLJMB21z@K(Ey9I*xnPfh)W*ok_Js+=>B zy1r&s(w0Xf$BZd|aaGjb^u5!)$B$7Tc1o*Lt)KQxs0LP5t{19-LrU{ou3U?5oKco< z5uPu#^mBjtH_y%Jn?kP!eh)Eovi|ln$E0jT=b*zAI+i{YtGjVGKICXv8EsF#Jt&H_DVe-@p2+Ovim5ANE!B%IS|O69J(3I-+Sr+c>I zDq|of3Pe*qVJ2X1$itIjtwMvrn=VUnHL7R3$kZM0c%`zlVUBLr_AOgV+;{VfrmG$} z7IgIqsu=1)y_>XOsFvU5Gs?8p?`=77tYY7Ow)K80LM@T0J8I08O3D$@vAede@snV_ z)voZk(5b;HojM&4ns{Del7>)l91-aErOSA<{tNv+=@H-rMuW1|DQJ~HStS+E!zNGY z)BLcVGzLJpf&BvmuXYB;VS&t$K`3w z;FlvmTS~O8z84buqO0ejH%_AF7V9)cb#LuyHdG`Fr&vW$TaTICsNGBe$>H`{^X3`9 z^_kHlVm-i6O4G&U%0{+5T&7;V4&_`=Jfe8W;{jK|FVXv@t&qQEJs1SY>*Z*tJ_yF{wI~7-*82xmUrv_J3PI$>b4VbdwCz%Oy@AceTz4nl4 zYT+;VhvhPpE73pX4k7wZklm~-5M(#D^?Yv|1p{O9HqDkUWjNgdy-Q&h3I<_2D?WdA z=hQJwnLMAFXyrFb<`!Q7pqFU9cU0`Sj^53Up>bQsMzBt$56mFjJQ| zGQ0~#1!cC4PB z?VpdnLoA!Ac!&{KfnKq7AmBhrw&%bB1K;*rhYvr8^F)a_&Z*FE)>g!ufcA}bbwG>= zuj3(1Ry<02_3RlDx_7zWVqdDOD_-AjqY%ZR4IS|2O*5tUA94|b_U~uU5HwLe&zdDN ze%Z!;$No(uQbSSJ0Ecw9){Dv133RdbGWG7^1DVOQ0-XK3Ywg60WkF^A2hNz3Lxu`2 zw>>ile;Be!T=h3Z@|00Qz%EV_drbQQ^OYTQ2#(ZUZcJ}LVOV!Wn1aV^?%yv}rEz^o z{m8xx7cH8|^MIlq^a*E@n;LM#Zj#w36Mw>fLo> zT47&mZg7uS1pGuKY)ZI%nM_KC4y14Ws&G5;>{(Io+$0p-8n;6}mU;cj>LUl2V3<-# zppQYQ>@w63cWgD)s8c-wmt{KVY9nAJk>gGP4pwkD>eEXnXO7&)>45)35*rvyYIWfMiP zP)d$>UP425J;5q&Hozbe1Wc0K2P}#ri|Gsjs}C9&ulawnkk;pUszDW~uCR+Em`Fpe zMZKNjUbk!ISf5?@q*8w5g`blt$nb2uoVM6FK$jy^{6ox8la#vOT8S@@Zk_%!qm-bL zd&}UczE)Na3r~KtWjulW!VU$Eu60C7A6trMP517(5Og#!T>h* zxf`B$<45P7KUJHNP%N^w-Qy;ll@Ubpg_^4ISd~~LdKQw9^Z3eH9Ity!&tGm&+oKVt zZiq3L#7*4n9;lFb7~t)+``j<3k!Oh6&(GaHB-PP-usXXI^*B0X7D7KsNf7uC%YKE7 z%;^BM>y!(2K(Z~#EH+_aSj-+O)9K%@A00tZhNI=7JZ#6zcdD!umy}FSOq8ATUi^TP z-Vc%;Vy|=q+{32(0oexb@{<>rEU_0Dh|-hvqi|IyPpGNLPXqUMJ{)@|{!g!-Jr9$7`{@RrfC$YdfIaGn zDm_EWQXAj71 z_%Neb6Qi5>W#ZvDavfZ153A>OTYmmlR1_1@T#}O85p)7KIF5>3eb(Th!8)JJkJ8Ie z#*_ddlQhvsUS91teHgJXIJo-TH|Bki?i4k4y@GMjN=-yjJ)=q@gYyQRRd@e%lpUNP zZ`)ldn?82;Iiu_|OfPIGIRhBKE(kftv6d(ko;(@O^Fx;i;c0V1IYugY&)&W3)_-tw z(Y1J?Z!cCM;C+>-H9*vnG3*a!bIlr+m3M6H1^y?rw!rr7q^Z<=bUUP9_ek6PM+9uK z{;^N2S$3RChx25Sd+~*woGwyjT+iOydl=(?gjriKcMb+FiH=P-gL&B8nA>3KTM(~g ztvLAiQxpd#kp>Hm;IK)a8ICBX!j2p%u`p9Vl$O>)>s65(N$Sp{TgUU%e{r-eA$o$g zgsgl9ev#0#(efzm1oI+^El&U@YN(BimeTR~UH#;ThlG?=R-PlBT_*j4;5cqAI=`jQB6)DU10jUzlY}N&0jWcn$Xt)Kz6(ydG&DV)Zj7a_M|ae zkEadEtg-m;MOQ27lW=QIMvRYGRn9o-kb_V`Ci(0dQhhY1wA4+nvq}eVZTtkYEqk10VzTVnwp)Ky#JW{1Wz}|)k}qhh z;bELe?iObYpEOD1$$R-X6U)Bswq*Np$~Eh~F+4N0*DT{?Y3pM1HC?8CaFZ5*wnf@; z+m+0ntoqDN2viW=m74WFfWytw!eX%yO>xG8Hn>rU%(1YjOw#6QeuF&cbzVwx`E%*> zAVHuY9KWDMs2vz0)!uHT|Lss@OVI7kOnWAYlfHTrBAH0PM z75=!QnQxn(o~|vqc8q`>ZG&6}A){*7ws8e90KaMP`t7xanvz+NsAo%nwDVy)KtCEe za{0ke^_OP{a;m5X{s$<=^K&#YL(oQ1 z|DSJ$Z~>yd7}562gg{Sl$W6IjlNyta1WXzkD^fp(34AL|I+c(R>?+tHIndqy!sLuk zLp|QGe6-pwiK48m(w;Jpxk8G5U?+zoO1>?lRwAPgzxxu{aBMoVvLVa`kQItaCcNPs zME>LH+b6q7_kXfxL+bJ!N9he2@)`dE3Jvlnapa7kNG*Qy@L}BZ&tQ1?%DtGRLcTz5 zvbt!%4jI$JJW*AF-sO(J<9r8AqYmA-e}DN^+il0&L-K;$Zayqc6-@S~pMG2WYV_ay zBRiW#3dKK6m$+)b1B@3A{2A&{U7hXgqPYLR0%J)xIGG@iSM!uGrG+N|F281;{K3Rn z>FckV00{(vfOb3QBs+h_)z_-#Qm?KaHdDW4F2|<`MSgo~?q5w7`ZL=(cK|f+gwxc2 zNG}EKt@)_kwzQ^5x2Zc3Hy_3b6*SsYAPfc`@PkNu#J`(HKiOxfvi!fw86$M%i1Z2z z%xZq!^y^o_=Pjg#YWM9k%m%LB(|OgZ1}q69qV7tsYmd^(0@LfH`|f{=&hkDsIqoTJ zPP0#6UQ=}iJ72#84mZsi){OTOpbPO~;P9+t1XWLnNn0Y|XRV7`bUeFviSdM(UKJ1zo*pi zTJBP}PC##+s=j>jfE=WsB_D(phjfF$0^&U;P3qdE3zd>E+3b#t;l)MQ_U0W*+%e&2 z@>&-c87V1dsxZO@{;`xzudS$c zSB=cC{Zh`!eOC#SS+{N#)YNPUZ<*Q&1Q=^)wP)2Dqf0R>v;}q{RHISs_4inpe;fY# zwHcYrO)CL&yOc97Dl|NQb9AJH7=5`NvSMTk4doAeZtOGaMNo6`M^*-?Ym(#`srg4u z^(V%zE4ILmGIHvsCLH@dm3wKhsQQ2 zKtRTsjOrtXct*%vwwN(P^wu@*g;lFz9YB!7-3fYnaA_fCh^7~|kGD`9OPcleZ*P7g z>X%Ba%-dV8`~%JYz$JXYJKz2Co;(pa&6=9bQ6HLi-%k$yQ-k-k~dBxpnI`gpnPKGhs}R9C>+p>9C6)5lK!9PN;h|oEMRP zrZU4`Mu5_EENiQ{j#Z^~xwTcCaZOpS*-A~+`IJc)&Yi<3JqWKso=44-QTLxRL@d~# zURiGHlg-Ud?9AgfmYD)6qXZ>*FV1J@Aq%OVUi@1{)O#?1*aWa#Rv$mOm6>@f%q-vq zkC(lE%?yqYuNlKZC5qCWQJ*x}_&^cH8W)CbKwRgWeHQzizLwqPa=AMqD!*rHYBUSltBAKaU4QGY*jwR>=y^&1{MXywFpua; z61Dx>wL+}&Ka4pUN@mmi~Se)vMzJizJ6H`2%UKUoyAYHoHPX?o%e|B1N};SvAdfb*+KB#xx;m zwEm9I2-#glbWh3CpY-%uVr3PqHx)DJBI0!OXH1^{uNUzbEl5^!(#+iML*7v?~9^e5~nRIyMSe#3s<`h%(+n_^U7Ra?c^;mZAQ zJJsZs{{Ox}8!6i<>50P#?mwP5!M+(!eINAPs*rx;#`xRizH8-=l^8CYH(zL!%Fn&| zX1G$ov$w33XzSe)qZVgd|3>DEfRa%pt$bi!nff$Wvh?4`_)DLV{KrbUSJk)p`~LlI z#CQ1#n>LN@Lmjor=cXo$eaMR$YgTR6nQtV#cyngbs}#3_>511h#iq!cRX#;K+^KXF z-t+1SSm5d#8(lVR=)JNt`(Dh%t>-Bu8L^GF=Q{BUOwnVKIxP^{=k}7t>7Kx!e*v@+ zqKM~lj)LBif02pU1Yuu!WQ1ISp+jlf*NoW_ysu4bDcQ2w-3XWSpP4e;GeeeUw*7@-q@cS;TF{WSk{)@QY#*JRClyxfW=Z& z7s`1$;gTI&x3tR7m;MH;Bbzo87l=Wa0%WltN8nxI2^Fjnjp%{kp@6OcuztT`V?%@d zw44vBHMuw50_*)3^AY74=^)erY_J@Ch=SVM+SrV88(+-PI@0VRk)CXly{CC-GY1mb zAZg+MLd&uY&RtGRi^{SeGj=SosLbO{R0+F3s7y}KUD}vJ&lxCp$-6xZzXLNP83(v? z*DfSUposJ*f-nhbESX>gvH(x0O%3yIaSN#*ogv+$ zhcMtIF|m;8-}GC5S+8T%OnVk$+fThbG7TsE23q9~Oruw%70Oxm?DH1=MnOBFYHe!^ zNb3VEO2#u*a&(tr%EN6;z1~j;snPdp(rr*sSoT=^U)CiH(){>T)RkQKhQ>w*Nl#Bt z9t`Zg_*dAY6L(^jq#Ka^p<<~2XEk(tDI-kC`43F%^nX?p0pBk2-a63QoPHD-{7|I3 zS?M`hMb9(US0&R9p$*#y2pG^Jqgzr?P(peiJLdfQ%11a7EJg?R?rqNVZFhiIcX7#} ze&iFvjRWX1nPHCCB$FP0_;{z{+tEmE|9U|J0fjlqQz}u(RAhi(^t41gD3UmgmS8$qRuZQm>)R4H9}qk!XHIt<;w{P8O!hN;yHIZLZd=Yzn>Xd z#l=`$-}8S>7jHulMyCR2Da4mP5Mowj3;K+?8Z=^`5FknNC%XW7keNNY|GGDQA7#qx z;G_9<29Afy+Xr57ZW}06EKb(LP39PrPh+jOtzALqAz?O0^R=7%kL<8|r_pJn{QC?G zjJQPbmAZcG>FK+~HviGf_`Ovy8rnN+yM+S+mbdNQ*dSFDil-+x$9nMUltY8O+uB5tQp zf^eWv=d(+)1?KdZA5ZLs$6&|?uuKADY4E`1!P~f0v?Ph&*#{-CtGxOgFeHZ6EkIK~{v_vr^2@DXk&>M()9g{KP8(4}4+4Fosz z=w4!VzBA%_3AF-)a?s!*f)FAE1j@r89UzHah`8+}5Jh(9@w&Q-?9)&Y07ODWn&Mp< z>ECpQNipc_(eUsa%)$Az6E%q7aZ9YY;r#yCxDCfRO$ZtwzE#$kQVJzG6GE~3U_6}6 z@Jk2?*8Q<#Z}5;z@ZPJj@Am)ZL&Cd5-aP}G>)#($;5q9rEJOFLb_b z*8C!|Z0b}Ew3+`RE;3zTVouU<2XbMil`ESS8!+M0$axsMuV(O$8~KrtDDL#Kp(ozY^Nf-k8COiOp#B z!3r*@;d;M2YXT%NHkB@qb29$pO zY`**llN}&FPvcI@&2@S=ohTw0r!Dky4DMlI3ZP&c>w_R{>3e;~I)}hou8ln(_+YQ(hje+x zn>l(}09BprLw>uK;5GaOHA5#w|H&;9D5np!X`A@c+%{IF(R?{<5Rcp4moK#S+BunviW_SB`S#+YyqcbZz zJp;iPGdDG|w!dU!Y80n-wV#Pnw)NCYHXBs0?zIuwCm!a0Wq#ORfBU;TwN5U*r>ov& z$FhE^T}p4MSXQTwDXA&4NVanAn4GlD=5fZwa(&H~s^m9}5#*bNnAsuu^`^Ew~4KoBP7%FJydqvJfMQ|Hj&MynC%k&;XMbx)% z!J09?zP=Zqq^QX?1ndD&b8>RJwdJ#X;r13YPHT`BrLEhH%oCo;x;}bSIc@&@qcaCP z7{XN{O_TOLO1^qaOTdGjXvETMw`VFe(LsTeRe`t*PHo0mcHarz1H8fs=`^mteIjKn zx>tQ-(dcd~CMX?bdwM5l)4c(81l0_Amtvk#oB|1F&JZiL`|gSz8`AZ+ez8^#);#=> zG7DuLoD>H#pbpEL^^~&2*~do^t*Q+YzC#p(yp=1@AWUZck}qC6Vy(D80na_{6M_6e zs#YWwUD>B3lHT`xxuVoA8*R~O<48UZr}SdykSDA1B1U#KQ$9{;CMRLJsIB%(-eyO6 z7I+^jlE>0vM~}`rK0(e*St;tt^=sF#;@_PfXdFkV6OcPq7Uv}W!a1kFHv74D(oTs$ zzVjC>@PE?jz~~tn4-Ve{zzYRfj@(O8&XNzXRCRH6C1Y4({X)HWu=S8gJ=EnbwH1Q( z-@AizXLjsI%jGrM&bbCAVv|fnZ=FGd9Qd$oWKH5nXTXW YS&%b{wnE`PrTB1C^e>4hEA*O|5s( z;vnVt=#1WbOrg<`55b$|$ar9tJ$Un`f4{$AWMo=|8_OX$bMR)jL_RMy5-rTI!MW!g zN7=f%x{?LNHpQ6+wTIn;jgBc4y&D$x>%IF9K6J~OGnqxflPkYRNP|#USH}nf$*Znz zsxA*J*5#oBu;hRN29#+O8w`5wcL0q^GAy8SFviJg14DHaQtL8hCUy3||A7wfpoh_d zh6`gvq!M>`b-09r5qk-FdRbYWjbwq2^Y^s>;2|Qj*3H9%c#)8Y3AN=XPo2VJWbfc`>g?H7>()K8*JTJBwnpYm zijIrGo&g^Q3NALiQ-7(s%Vu;)D?cwP^7&Bwy(pcEk>m?ujAedmJ4NJ?sHmuz7$%=5 zu$zaPv5=V?F@D3F(@nY=9qldseeVNm%%5)*?2@R@p};bvL^<^|4PndB!MR`48K#Ux zY~XTN<2Y0hXH!!nXPkM1Y{AB6ptxG78KqyR?;=o-H{EJaLTX~Mf%A;fclRG?wrp7u zQLHq_Q_dL6I)XV+Ik1C4EmDe7<3pD$MgdB=B=H-aMX8T(LtO@Bb&BZR&t*#S^40`E zW=2wO5iw#b;DCDgag#5wFpsC-)14=^z`BxYPQbd=#7UC_zuiWbBH9w}1PgB~QNwDX z;#;NxTqH4^ugQP)U)JXn5@HV@?mF(?1@*y$p^q;vJE?_8h}rh$`El)R{qvSCg~-MD z^ozCXcd)JxoCnojoEAMlL-&3))jIT=%D9wigAZqkK7a8-TT5%o93&V;&z{Nm&wcWQ zS@vSbBv|pxXMNnN#@#I_7^$NpV>jPaq_EBjV;x5iFwkSiE2Rl5X0758 z>7_Drpsa4>Oed2?s7>Kc{RgsN0buNv8O;s}?5o(XUzh$4r%`0e?_px?%d1z%T+C#; zMXafs5Xod8fYE(pDwlF;tB+6z+$ohUbx~AMn098aZ}Vr(UQ>C(phUPgW#7I@dyOBw zyjmX_fS_?nPX`8Q{aL(2T6Bocnb?y;yeMY}(lU3-GP*NzBq2Hb%GKc zEiSPA&F4|;)cx9fT;e`#85G;3Aw$;Ug+eI;Z=|1V$`p*79ACpFV{ph02#H zm>5DlH*AuIs;ZH;0+_-ImA(r5<^wMh@2zV?rpN9(eP1V6VtVNEHd)*#1hv1PUnluJ zc;US{6Y*xz$#F-h!`(bRyGmV$qocV*%|wL;dC2-u*w?#nUt2r7j+#;vzbuAvU0BxT z_Pkzm7o4cpy+=njk6i~qRs4rtPjL}Cb8rHaIrY%1xRMwP)_FkpvAViKtunjUhV|=B zWXqv=wDuB+&+rg&C*ACA1DVEtuiyJE+qRWeUm(7P+V@0i(A(s585yy86%N&2GwGrk zx2M*}<@TeD_MiBm6X-@xYSDCWbus~`TC`w+LggCSG50bTW_7#=GGGC*lYuKHdDn36 zONfhiiuyu#%Qi{IdVIXt)B-@V+l@tN4LpD^Mf=03=!_oSb7}z;%9?fSRxB)KeoV={ zBY^@r^Knx_MxUmL2!ZA7GLx?}MJ<#%x%?gt9EIZ!(`-4fsdrs-QtK4wQxC8fr^Ndm zIr_}1z|-9wWB4p>1)7HucDIi+d@M2-;+>^O(Zno=66styk@*nuVgDXz)fw z3Lp}&9S|GD(znXW!mDfNO`k5-x&K~Znjxx{PNqA?@VPQl*dZtf&H z=ts96X%92s-ouLy;;W?ZChPQ5ZBgFIQt`BtU5rA&qmYTUx<{g%J2rNGrt+FV*_5%e zr*r(C4A{S&1`Zw6rU3SK{&C6=saJ2`(n{}hIRJw}m`0cW5*n^z^7~EIfRL#g1y3O+ ziz)Yw=9K-^?sqV8*ii8_P5;D8I|hF2CfRDZ5^kIu%NCb&?BzqpE1(_h$_o3sP3&hh zX>;(|QtuNaFyL$IEKR8<}r^hW@xI3ZW7b$r5tju)+ziz*H|Jd>4 z#Y9El6c&=#Uyn|J+sp&N#6^T!{6=TRT#yB|(3)Rf#CJ8y7uuWNtEh{ddG=iinhzL% zzw#`s*;G@i;y<#)RKQCGfdmZ{u*#Y>Ykr?xiJ2YqsEsURC#ORRQMv4xGUd!%iU?$( zOJ=(xCZj6`E&@sTdA_*w;t~nZ9Xz;TPvjF#m1PURhd<}5Qld-oB%Jq($qt@9<

&kq*q7zV@yx0{>;ng>USW;3(_J17|k-`&n0PE<#`_ z*jaWq>To#`FFUYOC-9s1w8E#IIkF)ufj*s-I$NJE_igzU<$}!wsS45G%ypqeC;kKT zMvd4A~0%)bOwU-@oS%vi|c}VEXf94(R-58Kh$OpHkCb% zSP$h?kM7+mFBmF%E+OIm)3UB#F?X^701>g$1X-(`2)6gkiDG`z+lcC+VW_C%nj}fc z9AC1s+sQL$raGGrl$AYgyOTN0M9@9|d?H{h3gDIk->1eiOe;S8S@7NR^5n%fMhjbqo*S)#Z0Y4Gj$wT}ET~2@T+N>H3*+54sEL zwb!bfQHO|4NwHpF^dt?Z&34(KeEkBlN;ahqlCjLO>?~@g7D`o2$_tPvdo9%p2lpk? zRSga8*!%1g+1maejhBjnhkCE>AR1I1od*Y=NHPxkJjyI9NN+pk4f&-z7H$_Yf|@Yw zXx*F`zfa92$%_eP^9IUl-QIA?OdWk6Nq`G#GFrwxaQs0@O}3o}Gn_)r0It`8kOOh& zr^*s%&1ON-36^a?NGG4>*gS#bOW~H$M9GAVNO8m`#q+{gAaG! z6?kG~XUWz{nyRX$Y)??Vn>NRDH1la*y$Zims@S)$yPF$8U=L|&fTxWUj*}4LCrzjz z6`jqJCHt*5<=nl?dDw#?H-O#}Cn!2j{$tp^`wMaG{!`)F+AEGsLqP0IZa&Nze9k3}V|0(K|K zh{<1xCZWFz45q~_aFo}`E_G!{E>{JTgQwF}4c3axL5_0)I+c)++hYp5e!{^xU(v6) zqvfz+|1wr&^j`Hn#Ww{{XNQWMTjS literal 0 HcmV?d00001 diff --git a/man/fragments/figures/unnamed-chunk-25-1.png b/man/fragments/figures/unnamed-chunk-25-1.png new file mode 100644 index 0000000000000000000000000000000000000000..0194aad32810d1ac0d525983de0284372b674590 GIT binary patch literal 34858 zcmagG2RzknA3uItLQ4{rQKwQeQ%2dd60%2DrN~V7rlN#G%go+{?Ccapl1<1+l1;Mb z?|tfi?&rRr-+!FftJ@tq=X>pI?w7tU^@+($_u5VpyjlTs!S)<+Qt>w3x8 z<2y6s=dR)l#m#dUtqFwfZ%KdFy|+lZMj#v@$ViE+Iy@ikve!{*TiQIii;wbyq9V=4 zO?0_FJ{z{)->^F;iCl}0JWrKPQA z1Va5fV)+JqSM1y*zQ;&KEkq!QZT9^8M=T#bHt*QFb?axdytK5jmsj47cb6>rF$O++ z)>UXLOUzvNdWnpJN$k<+*jQ6zW4cbkREx$X^Y*N}9iQ>=N#93LZ*6526B9$TcR!(+ zzj<&wA?m7rrlyO?T5q|>(9qDPO`DXIlte^CT3T96OiXs}++@W z_KHn(mjtn2oEmOnV`L1ksyesbOL8neHPv}$SZ&7+|A2siiL$lsjt+t2$8WxSu=mLk z`Ix17!mXiz-gPuXQ{QVYT)4o?%WKhH?CtAYWc}k)sz%0z2%!SUUxs{Pj5IVfjEpPa z{6+1C8sjxG^b#+G_uV{&U&+hP&d$%@K~CO#^VCRdn)S__QL`UDeth8Tiyt^IOnvv> zb(Cy7LvUaqEdztxoYMMR)M9rwE5>DBeIFs>sx>|PDO_;-_U)blUOV%YQSK-ad z`YMZzVBxiPjL;Ey?;aVk;=>1@n(x#SuXJv#t*%fI_wL>688AIPUFy2Do#E8Y;pSv+ zZtj{uj*<54L?bQ<@?0$`yd|fZ;ar27Kxtpv2HOLKC><eO zCz`(}5YFGd+tN?y=()Fz9?O5y;KS3v3F_Uu)pT^0XWB01>#7p!ANB4NB5Zr`;DL>e zjaIh^A0OYrg9o{}Gsh&>-`Y-g{m;%z|Nq>F|Jb4t9-9|l6&7~CvXs=;4jUIUQdCvF zcI}#!Jq=G%a`N8OR&fpwT?v;(4m$++KYFAjCUz?^@o3lW`djb6d7rN+)9CB#v$D1x z@>@^n_t>~&N=Z#^th>ayr_^<5`^FB1{2N`kf#>aM2nY7-c%V`SZ`~x@Ar_XEm4)@& zw)ceRxLEg{n(wqUG>X2x-0iVv{nxKw&%nSixP9ZTomg2T6}cVwP%S`HLcJ5RCGPuu=pFA1b9v6T9{Q1vjb{TplxFkZ9F0s7H?E8mj zyLayvcAkwB3=nOqY5^l}jGyQ*V6QtYos(L#il>b^)K#~1KBja5cKZesMEV_jXV*@-M zJ$jU!Z0zi(sjY2lX6Ews&D~iB8l&6jGPU%_FTY-#8R_ck!leu22I`i&T$GO2J<1y? z;@W|0ybvys`y%>h>Oi(J8SPzvUcNNlGD?>BRoW0 z7gZG$GH@TqP7hvkUx}AWtt9X~3k=M=^7bCZt|KfdlET6z-`@MPrQ|m^tM1zMSA}+Hv3kF9>4Nt>E@D*q@<*ilK^ghP6QtD@!u`VR?gTTsI|7S;o;$l6Qp$L zA(pdwU9XGy{{8#0VarhTmB6P@b&Bldi6uKF&^gheW1Kb+ZrOWn%wQ;898P`kV5_vQ z<%<_D*jZVpe*IE8XR-eF0XDYO(o#KQ$vVOH!rV&*&`Qu z`P!X_&eSvBRUH@@C~=yJ5%d|b9cnbF3Lx5?C90LVt# z%5cyx#_`>|cY%R{HfPt3-NyVH^1}@!&^(Af`htV!%HCbF`94M~7sc$!l_{L<5(GD1 z+~>q?PaM0keZa=+Kuy!IK%r#7ht7`Y<5brcz8Mp{i063S?{C7FnTC298!tlbTi*Zc zom7%jQZAx#CAUdSOQXj{OL+_q4q_jEXt^#Y_pz(UzA`^9E{;mV#MG3IU9-2ppU3cH z@bl--vCbPdY?$q_8|#?a{=PvRB~G}d|1nZ@Ex*StR`2NH!`NHJvKB&26C)XA+qZ7T zouM&*@bKZvXm%Yr@%pFdnJ-_?V-%^UY2{jeJ0o$wq{OwOM`UgJm;K(ttBQBRMlnoJ zGx(vH=HI337WK(sexJ$A&8@Ai<>2CKYislO_h0)SbcvOf)y2gHt-YnW8I3l{5Zlk+ z$L9n;|D{}$ma0dGj$U}q(*5r9=U|hBloSDs#-j=m_ZRDGYGmc)M!yuCB*rO3ioEsO zany5qu)!l!VP}&p#i!o7NKsMyah)>v&K%=iUDzbI4%^$$d3t*CTXa8t`gAM9spC96 zPiqa2GBZ0mIj!QYsD?TI8mN5#ewPF~)Af(R4QBKb_ft}a@9#V$b=}@YM3jZaXlZtg zoz|C1-_*1--=YWY^7ZT2QBemZ$b)Kj%Qs-va^@bL^rwDaPQPal+Q+3*mymHW0-={< zpe}Mh4NY8pJg@bDoJ18acVz_=(Tr~i@32{I;k5Mt7W`%Vs8Z}1V3_KrihaQY9bQ4IswSe<;k!`va@gBZp6meqwH zk>cXwwHF#*LjwM9)1Y4UD%{CCrbkHuxr$y@(Oqm|SR*(!_X&{cR4<;CAs8 zLFw2l$Vy-feAa60{jq1ZGIiZ>AA0A)<0w=v>$~{-=$Iabu!x z-L|dWZ1!{JRb3q&w5YJWV{B|iwj=7PUY`qXQy-EZwE;xQd)pb$o71$U(ox=xbeXE2 z|M~65r*LhJ_oJq-%y*C)6wSNxav}%E7#0TOG%Y{hzKQJg>C*s~Y2#}}6QxC1xQF!o z%PT7=QRd;6NI`o)s>h+B0uGbCSY>tpM(*Q3_Z4pxiM(|2V#xF7?4=E_U*AfR*h(O5 z?H?S})Ya8hS4XWBUM^qHv=q~TWL zHSD3Y{!F@sHpjM|{j}$NK(CtDiIaf3oT0wHvZCT^{Y+qw=i%Y# zmZ6UyXX#h^yn1y?P_PJn>q=vsOid8ijvYIG{934;4Ty+f+P~j@e)20o$$g8SLfa95 zzQmXq3G$s88ke-RhI@O($hl9RWIJ}u_}jOu0?g+o-`?BiJlVSrLy2(9g_4reX?FCY zn%YdKMOiqCtK4IA-j>swQbl$FbfJ%{zfsv7dc;?I*Atr_5PV{gz zOb+cl9!8~0m)6>|uX_e8FT1$9uH>C!VZK8`6j2Uf0v#P4WMpJO|4oSsJ18ikkJM2R zRX4R%R8;I{Q`dQQ^J_-gYN6{=USXk=vGFmYXNs%>Il!BF-jAG|9DpnSrAH+tD>EZ) z6vVcSOZoZv8uQ}E=$KEDK%Bv&h=}q2{^t7nsMJ*1F1a7$ zUtG)TD zFp#t-&q{i!iQ0LVLTP>Vkmuz5ddw@6)+iBtuO)}LYjFFzP_JW7q*;5eAaPKQb%gW; zN7|gP{|qg={*36U^>L+zmwXTZ5c8+jid*AUajZ%D2g1CxZ^dVTz>bn zfAPGiJ*a=I^=KLMkt1iMNRM+ordochsH_2WqjzR7BOe0;pHun^e9ZFaOBq-1qsZB-$r zs<;aC>K?v3)W}RvABMHf6Jdyd_eDG8un?9IjWXu?5AcJegJ%hZ*P6|52dxJ_8s{;T zgolSGeaFAWe3g@v%d_Z7Pfe})@vGAJqwkk8clYu;n>?v-9j;5W-k)ZokHyPOVzzxQ zbuCJAYPhv-0|~DL->dna)ovzn-_P$8_FnQsF1=zSJoUUEW_cu!abu+~9sbcd(q7ul zb%N`JReu#GK7i3^XMP5Tw634bMQ#=n4pdW9+bOY+KJ1uPWA=3g)ES0OzOxQkwDO+; z68JeOHnz#^w3FqI{URT$s-glNbzj|#u1G|SN6WgJ-HwvvVq@DvPX010i&`zs%Mj1( z&v07#0F{x62`yeiRW&E>F(ZL+e7~BX+rY<=k+zJ)ymK^4yU90#B%>E#v*%=IhaJCi z$J^W6VZ){04~eRlR1LI^5}=RTFn)h}{`3+*v18nWM+CQQ@s;%2F6_4axuQZ!LBW6g zCKx{Vm#(h2Z{B?Q^5sKKO>9hz)7-fHvsgObd5n;=5B6|7O&du{zC|s$FAgO(7G~w; ziQMeH1$O95$CdPSN8|Cqt!TSXLvwR;E0&8{Hlv|la9P4DSN6EA%(TU{?RQ`P`F_8< zTuFEKb^i(~)b?3F1|`+kjPxF)QAiL|db+YTqQO^%q9u4~#k+F!&al+80{1Lk-WF`~ zz}2pzM#ej;rwuYle_J*gNH_l(w>5WA{Km&xOn*YX$wy%iEF?yzHUMN&KKchxdd?Zl zmnfd#u-=m=PrBnm{6!Y;J1t?%Pfb}lNkWd<8we=@e@8`+jEn$NuiqDSDDpPBYx1LNnty_b!*otKpbQUSs;*VhLw`ZhZH z{K=EpgjP9Pa3eFjrKK|qZku{sem#tjHvkurIy#4%5W~3sr%1AH-8%5}lH6R|%a?mW zyU+MB99vCJ62o_L9lko@?Wg3=&pRk6D5Mblo;};`^>!!uMrz5!M~@~ZCeqQ+NJ&e3 zThRHZU?Cx9gIWt7klu(aX`Ha5Y?GXFbU5?f z*H**Po?BAe0y(s4IkcLmRi^B3JEh!oJ$J4unEPsla~Nh>w4|3_v4c2ybxloYiF3ZU zw@lLo(5}!i9Vx9fM*k^Y(hQ03{SRcT>e=$v*}=iABWLLC4pFnkW07@O0%-2R#%qF%gbkGK5`s|#@AT!?j5@N;Uh;H8LO5gjH#Dj-`>E%!BJCFQ#s*H zHGI5~^;Bx!qj9RI>Km*lT#`-uNpOyxjH_O;>Gj~H@IXpyciV8@rvqyyducgIlUJfJ z*1?~p_R_wyq{n+e7ezWNl%W{e7wO+3;<4Jjco)ZY)YWOjY5`Rfy4{w>^1+}ysrK*R z|I@JX!>9KZ6@XeUljWPSMP-9HT^FVd%+1Z^du@k33C2KmNXb`kHtrD4H^gr0ZIeGEAXNVa(gliay; zpMkxf9#dgwXYc#=&3)l}5EkAAmt*d{m2uOq#6j8f=Oct1twuj*f}_j09Hyak6zT>w z(7$@s*n1m+pv5UfdK716SuIWvefsnXyK!M*Av!u5d$Ojgii%f7O)Z??BI3!DT{C$o zlzCH+zQ1uy3_&Vs6N1T#?i-c$Gd z^snCX4FIlz(_ku0+r6x(2bEM*ns`lHH*VbM;ONMF^k{}o!HFYB61J_MxD|YgbdMQj znx-aH+Z~N@fzCkF0JOoOq0|x%LQJ-@w2^f`emaa%-FzQ4e{vrBj~=ETw2GYb$5EQ)^fzH8sO&VgPA^(ECg5i$Q7g4LY-0^?- z5R>Z_ctEirEghZ84ppF`6BtKZ;o5eZeIq(UJHgCjb1|zSK&wEyqO4 z!$LzZgq&dJ;Zf~o!~+$un+fmawez{^8(B}HlyzhQ!N{jcu#7eE#mJ@U)RRplq_*my zb_PG$I^6vXm`dwZ&i*c9Ro3#d8sJ$<%yzm6@f#$q>p!wcWv^91%=c~zA~qmL4?i2* z2=p0bR2`7)qVe+=RsY6(-> zFjEtF20O~yz~K9xO8zNTJ5(o}XU#5M>iO{D{Gmg!_^G`7K=;lTJB(DQZQy8SOXEd`qGN3t zk)zcN1cH$}sHIe&oMjfjnA0G}?zmIY81WH?CL8H#9T^hKR{WEA`(mnxIz~ za`H!WvI-^?Bd^I*$nUw_f`VZwwrc=MWs&XS#}~GiVw1m8T2Byb2cott(9zb`28jSN zCFvX~gH346iSh9>Lrq6do_w;b+idp-(a}v@!~dYOY@y>E1#;8V>mKha5?vZSIUIYV ztI*ig)XURzerd^fM`%dMX`}imxE$bHpzj5Yeou{qok98&Qe0*X8 zA2EBrDk}22d$*vV;8{@6S&aJ7z4Y`G;Mw3ZsNE&p8j#Sav^0*z=BB160v>ec7YnRN zp2iV{2p53#&6~aQge4O6tJCLuD2wdI3Q^J{tnKCR9|6eD~2mY;bcv6zbyql?(+qwO`N_1;|>I1U*k| zp_c?e{}LuE&&kLy|jR)YgtIO_XJ1 zWbB7%%~iI1F!n8kL7xeu8#f@@>M1Hx?cU8SqNu6)IoGsJugr~uiX4*WWizucX7FeH z8z@RsQcPfysD3|00a+7rvF(x<5G%)FrMqr_w|UU7ofdWgRx(eHa9k?IBzj)=!?&&A z8`{i=SvHMyGl7c#npi(?7upOp;_rZ(mZzR$Gg*9jmD#>H%g7X)QLdq?`lZ;>TFN@K zb`hPAK|Zx!HY%l-3nCJ>CRjVTs;bh0hI&?hKAl>gy|wj|&yT1iTF#gXP|f7NZfN)k znZ0qi)865Mh=+!f(ol19Q(~msdHVxEZ21XlgUKDq!^6W6$~>t!gHqGd!h?ff=~q%h zW(M>g1U3fuc-9(S;pa(ZVjGgM!Qk38NTQ<9#L=w(Jn;n*V$*>LFPXL_F*@232*AR^ z0xlnUbV3gtrvjaE0NjC3;m*tRmbSJt)lZJjjkH<7gA))CICA8O2iZ3236k`qYT+3G zNsMgMChrLrlYxl|E|Gc+;Yd;U@xHz(m<-Tf+M1g|*#8D;m2GYLD{hQAzxD0P;8T`; zAZV5O&xIV7m&ZV7lIiF;b*OqSa2#MO@8~Fui<8oit?;7}78drt4M53f@PVeG6Zoz~ zcyYT|LmP?N^y4kY#l}k7(@bBj-|HeSUS21<<^s#5A&?}LK6}=%hZ=w{9EMy2#XN#ukhP$b1=j{~Hg-$uGFF>WRy2QfAO z{M=kdKC{o5720ie=qcLDj-^mkT3=j*U5R&+mYf{T_pYMi+=H;kj}NW_%h`ctW2anw z_Wj?p*Ib zYInt)fc3zGyLT%=D>6-5QXtK-9;P<@a}%zT%;B<_7=0)RDhYD9;~eblLJ;b*3~JCc ztTK}dFr|CNb6Wv zQP4iq{;Egdo)8y5=Ub2j%0Ci1NiR`YaB)*qtOx#qCUt}<8XcW@807Ex@#6rnuI|EP zJ`EJz&CND&>sJ+zkOSZS9{i0BFoA|iJrBF`%hb4gF>h}GaoM- zbfdet9rqhd4~VS2y?qNU`vFfEXw04gqobogzd_Z9c>%!jYZN!2E<(4!>MoVOxjD!1 za+886TJRr{!$j+v8(2CJ%6LQU<{3UAp=DqcGd{rs2QL3pgg0NPiP{^x3&ijP$&H5p zN~k|CpIV_(Cn4J$nV*#f_nm>qND;IR!2t>)x=zdmIPga1=8Svx1V4I2bkqKV8}MHd zM8&uEJ{u?Jz|B*FcB2l{gO7rOG~lMG#bIM*!)-;eO9?WFlG11%G3lq@gS1mua zwAmJ$i$NlR39ZDj?NWSIj)=OWNPY9vWHwP&*CnFt^-*sf#G~i^iHP1J3rU zrUYQ`?nVxjdXAqy(~}VtpPO5$A`1=WU2qoae0H#TF+r7a(@ER(Ks>ALw^(I7>-o9B z{(}!5OjQR#X%tTx>{P&)Ky71x5+3&5D@jsbv@?Q>a#~`aRpX!OawZJ!rM!CsuOo2a zw*>eAdI#iLRaaYTmtjcWU;K5@%_8`VBM`bc_%lV`XFGWJQ+c{wE6WfT}Ru z3JV3K_e;GexxWO;tI$9K0>ny0fbv5^LUIC6ur|s*^%aHpivAGkzB&ZA9##yBc&7x| z0`3X}J$>q=n{1-aiy2cFgI#!edHv{7PuG#LmqIDZz_F)NR#JKt82HXGJNY3rX}|?K zF1_VGUoIewv*gjNjVjE8D$2^R70y13O8nf>fms*CN(W1d$7OyJ>j7RU%*=c@G(PbN z8Emcd=l8gl9WQx0z_|!{6f+7SPsPF+x|;= zLTZonVm7YyS3gOf#p*Z;F-6uLg)rg5 zGuxb9&ywtls697+KRl_1&)6fB@^LG%9~xYYVRMcUF%D~h?1D*09aaz&jmFV`6=H#s>B0*VNRTZQ3-y3nq9rLmGO>#L$qjzCJQPSy@OM ztvBq6Xu0w9NI4wbqJjeX)v(CO{argD3&i2qBg4W>Z`|PQXlrbI%=%>Wd6mHgE*5I=19jQ&I;{jrv}4Fn`wl-Z{>op9&#K#uR%`lU}lI|HC-^?8fq--2ZqWxAdnK;RgmIzV%jilFJ@h<1}q2ifEaw5;R3Whaq-(; zUYlnQ3J5p>Q^6dQmj||C=iqqQA#(NIR*Cx=85T_%^L|? z-(27gCSj+4Dgk@w>GS8fPm)RQT8@$SJ#q46kV2SO;Wc|H&!8N4otGcGK< zeKaa63JwWL;{Orpexq}P;qiM%9L&wf5N(0;f8KOb#QoR?!ew^vV@}3ugVJ1B1CksF zWQ(eJ{r0V7@$IdM>-4cb{x2=pyKy7^zc57VwpW79p3vUpnRO7n#7T6c-l;LA-dE4_ z?p=6Ju7C099!|t&3IS4Y-@a|+>yWAX+o{K3uK8}2Txrsyy;UClr+(eJR0*!We|vs3 zdq*lDO$eSo4Nx~YJbXr4TE-Nl;Xkf?){g~2q2Fb(70>6bJqR}F0->xy+r(1yCmm8p zr;vtdNA* z%7I*$R$Fx;?)dmn+E#mJ!S4zDaz&#(tYCKy1u@)dm{bE?dv%URQZ;7F9wm)=O+5wl zJe!jDU+&&Atqoq{xPTt+we&OUHwe#pK_+cMnqKpJYI@qA!pl z%^@ODTvxZ`#i)DJxxWWJtKrfA4GNm& zpomQmHNi_vzT1oZsvsmT4UIMs_{UU$6en>Tp=#qhh^e9=IJNW4z(%Q^@7}u?A!yHe z=+Gfx>GsWE*jQN+90UTDJn~<@tg5O?dhz10XR*W2 zK4?0?K)9<9eSG%u7zKb!A(dCUJS8g<$yItNsKy{uQ#O!2y4wjs70nkI{yQaBmw(kk z4;>mF-oEF!*sS>|b}$LEzp}h4I+SD!k?WSy^vnze5rz;#ajHsA5>)`#$N_wc6a^R! zc>LJvk9Gi){#{2$Xx$H$nPGUI^Oba$UTEk0QAs?D4f<>fxdDnnZg#e*z#tekVi-Bb zO>lz%srT&L_rWk5@Ks1y7&U&@m@%)8>l&5>KnWDkGXS2D#CSs35wc`p!?Tp!$M@j*gC_V}ZkrI7MOMgHlF1 zLT?GwzrcWin`0fksFD<$aH;Zz|D_*|!!7(ADqOWFnz_+-N%947z0!pNdVtTLR?}Gc zpnSQA6nyN$`}456ErVg zbe(QE3*-{0o>6KX;uNjO;%ua*)&c<#(Ic6su|cg@1ouEe3<+rmU;|^bvO2*lYGGoc zrJ}NniD`UfBrGgUR_mtGQ*?q|5`S4PCNwV`JsHa}3O97lBZ|~|TaSu$Durv*>Obx8Ki3w{^jk!QyvPvRQ zr9%8;oaJu8w^KCH`D#sfV>2`+D*M{7;xC00r#bf8CJAMy7O~!(-48qz+MfFJnD%$ zzekm2(IWyI5<&rAm$a^KIMvkr&#Mym6@S)U=xrcJva+&js(YM@_5%kM?GdyyLlu(zzS_E75}*R&t-YbfZ8!!`1@wz>11 z>gwufg0S4066Bp%mmT%=m~y+?+UC6WyJ_Z{sJXehDJwT3CxYF>VXhOWhN9%F(9bli zivYLpYNy+?XYjYHix91(@D!97?w`6S+PSgLHb4S&L(DxNCWe#T+%gv~j5j6Lkt#$- zhhg8oLR3uhx4g+WrDl+$VGAwl9~4JW7=*Na>8rK1HKGdhK=25(BB6l3TO~L?&sAz6 z|7xt#LCOOCK1Dq0mgrpGudD<=Agaa{p>V_>m8^M5P|1mlfrNh_@Nm08Sk>XWtZ2(e z;Vc|f&$ymv$6q<@-*)5~b@jm8x7RIMAY;JM{vC$K&JtH-fm%HNJ_W$$Y!7$RF&>Vu zeYSP{k>&=-0^*v2BFe)v4Z9Z^b;Osn|Bb=6^D5fd`(_+viH^=$O zD@wN)X=!sTdM>>al#!Qb9{on86b)LI3Yko_?bLxds zjWS)hE%YiVD9&RYxv&xBWMxURz8B(M*Q%%r?p>FF||_K)M_YehIg|J5{SPJ$%;5&bTKZKY3CG`FgDjZCzci z$m$|(o>)u~u~TIlfQq=Vw1gNO9L;x?m9BGL_Az7F*l-_AstZRE0s>qCO74_U0oU2r15Va_8$i&F#kLUNlH5``$jYD=AFSZ501J#ld< z(^Gck?ECj0mP64|p31a zhTnu30-+iS(U9O^vz}624UM3`*;iI%*OQ<=uKVP(;GD)k>S3I_fT zPdzRz6(PpO#2n<{khf{emlB^}`1J!8Czuh`z1hJANi5)l;h)g;gD?SNV`DM-{TKz4 z9{x$3DO+0pM688^_>Tm1s;+A7^OG(jq*ND4zdOO|t>LVbK6$G)MT|GcJ z9JeRw;h$*Q9*l6crvFN_XO|dXs!q|w9Q6z!tK6O;N7^94b$Cru>P%2uRreVy`F?8Z z6NVr6NK}!sJmwuVJ9mnQUsJIiLQYfH$@^XHK2bLz+ldIV1L)`N1=c_Cp7Cp>xH436 zMnSt%r%wwzO;^>_q%!(xuojNo?Zdes0?Xsux4|#Epa@B81BbM|xVUTYUSoJ_j~`D# zl!7dx!ry29`Q;Tb3Yf=U+Zl&JC7Rx0Cf54JBquN6UxJ?Ekb&aWv`b~Hke_!83*NYT zbr&OJ*T7k}4YF!1{WaF%V&y8+=6b$*_Yix7)hXgQ6?bzSM=_tBH5c)Zf)oy9)J4sD+O`t z%egvbgX9^t%Y@(^}Vn`NncGMdV4GvcT(F2XD{icDJo=ZgyvQ*zig^KkuXtLKF#C4;^? zl9C>=vEKk4K=W3RQ%5um4u74rfN;<) zaR#Ao7d3VNHp1_|;ZdDC_~T>9lc!Im$P19jy?5^nvXdnD-v)x96+^Vpyp(kMMy|ta zA79hMcB>WSO||Ayk+EuOZBEqFP^WAD zsmE^~o0i-b|Ac#{Ft1dnuL)daZTW{NAhzHA`}2db{{7p;TKBpDlxAn2BvyR-G>$1a zWtVmnO$ma*5TZ5E`jC2%u!lN%z&kT{P;|c6113mITN{4j1f2v~#>&b{$WNHo)Q6A& zXsWFIj#Ga8Cr&s8U8)RQ^!dR&mlVmLyL+39cvEB>uR#o7%gnRBB2jRQiu*h9hL8>L zNld)Xwm#rlFGwJ;*hO$|YHA5rju^~zJ+MG5=*5fecegy?)dCZB){|8zHu=C@` zjl=KXUt^w6N=icV0ygk%F{+(A8w#NX_m;f*tThd$gDD()VH&(19PPaBt)M-bKn6HF zddO1;`ewM>PKh^kl-jF@XjV^t4+sv{)X^CQ1_=vWLKDS&D|1;;?*3_@>oL)s`~+tP zBqcWxu9SmYBKOS+}Wv@93{_Z?v?$FOig zy&-86-L2flvB#jd_zLNo#vXsj=Z~QyDfDLd-+BcYRVXmfeG7-Z$1blf zFVORuMNzv*NZj%AI@`p@QOyoifw&%oc%L1aj6e6$JG==z;&AY=?bH{m9_lP=p|IKu zGBVMW6bMIhXucHFlEsmfh8TVyh|3^$yHa{#p}4xH95@K&*)uK895@<^NolE@i_5b6 z>aR$oAAL=VRm|VKeM><^OnxWVT0~%=-9KgG`ucjHafnKv+mHQZbO|-l;@xJ|Z)R?5 zUP*=^!_vaSX#oKcU`x_@r85r{M_+S5{7HcQVvmze`b#iaK@sF-&!MF}EGlxwyTgBF zWW3?)iHQ-^PI4mND*ZjOBUyF9zTxb?efxeNLjEHWXJ}>~Q=7@zHsPnILT`BLDLQY0&%S>&LnqT1Dmq#V~KQI0b~WTjE!5$ElMS_}t%;b1nL@8lHssmE%*db+wR zh#o>>1uA?2U0r&DK$z6qd+O$8sAdihui*GSNSTrsRmSA9s9!hU)!JB3P2D&Zc_H+% z$~0mDYYTPmCr)Tx6q8WDBl_nk6V%2fQaeE2A&nmO)6Mq#tY$pqg8$(>edgC(q{xSW z_kL?HgIV3WXEDzTXL)^JPrRIRne zN#oeFzkl68ZJ0Kmf8$#9(MT8MB_>|=xn`3hbPjE<;ArONX>U+Q1S1tmxsPdua|b=i zDGH_s$D6WZ63iEEM~r*s+-piiSr#?K5soE25Zr;T)w&7WXv^I<=o`7|m-Zq}iyt>( zY6bFevavO_v^<+NzG0Bt*QZ=ew$3_(xNYRfO#X+BbF#rpY3aQW?@ZXJy)bqSDf;kw zCBll!s4JqGHP|`v(fOmNFKoO`ydmr!sykm+_KR7~!lCwAnycb+O5A|^LQ!UBdHK|a zO{6_czjrU#f}nta@|;Lj(zT;K0VXEEmJXm6vip#D(=B#TB7Q>~&k0L;caL8!1Bv1O z7L8x4bG6Esik|3iz$C+&B&DBmy%$PXR4HK$@_nXM2*542KB#6J4o`S{ zM|UGf**`Flm(I5LJIVB|(BQBA@WJZlO@Qc|SFgsRIDZE%Lk64f-zPt)@ZEM3Yg&4` zshMT6)#tpV%1!zbzP z?(QQ2+WN;`a4>hboVguUDJr41`(omkw5Z;38o#<9LC>B6UdZdiJMF40i^Whp`G2QG z|0Ml!2of0-{*x#FC5D7?oQ?cD?_zuv{XiWg=-IPyVdubo29Vi3F);s?4z=pYG48vX zTlrQWOi**%oxpC!V>HyXsUa%k_7^SBn%uE4Gn<~AyzlRCVcSNjq^*rlaIl4<>ph0@ zfWDEyj7}VI2+=d$+e;q9S68m18X(I;<%V2vpQbqjIu~ZTO zVBfxeEjP?Q`*2@;bo9^GOd1JY`G;I}62n?1`+NZJXjXtKXh<8e*a8CPE1h(tc!FvW z?L{a@!1(Z5x~M2V2E){J1V>{L`awRpF^<92(vsWjZ95tWK7jzN0Fje0zh`j2F)}V+ zJ|IF#jDvIyJV_)Hn>8LLT+O}f^pz^BPYiX-MOCnt)x>8MuBBzW%>F1UT=w> zo?c#wadAAIAM5JsIy(hn!)s{FA?}AB8ULX{<(aAX=N2OXdhb#6y}yssb&jSvdQw51 z1?7LZk2hsVlTtuYW_Rw)%+%reDS=IN4f@rZnb)y>VrF{bq2Lr3XIeaB$w4*nyUeQt zka)nU56rbR@422YF>ks{p5&>h_mISn_I*Pnk~Al|Msjocm@ZHAcX{w@t4jFL&bgOd zfR;(Fb`f~wS=5s|kpb#azshbPdU|iM|8qHA2Ag(ww@%&Vxlu>Tt+$3oU^Wq0Vtp1D zhiOGO*By+zlh~_Yje-2D&7({sy*G>CW8gTs4mifv{w2OtHJ(z81ZL^0w$?UV8flR( zZ{gfM=;sR_Sf!tQbml8t$9Kj8nAZpLKP-|JaHeWB|DvHM{9aT=Az^d#(tw=hMD0X( z*Gl$d$1uhGN=sL9@);l90USNUP@I=Hi$MzxQGBCI0Me5BG#bRD8*5T}dO)lyhvV#o zaxUDVhQ`K10C|1=K4g)RW$ey1)hJkRw7PW_TnD9v)$8RN52vK*4oV#ghKXfYKC6EipK_pc7q18R~wwsX=`d2Qe5NFu&K?HnZ!giyYbaZsA z*4*Oq8zNg+j209)CL))zV7xAZkt3X}si}#4GGreXK0ftsLa3<6rA+-zUT-sVat?cL z+_b3{YzOEF+#_pA>*eKgCY{OWEb& z62{3qN%|ml0w;CdaO#@l!2}{H*rUVpv<)L2xv37G7#15LTSZY9iyd&7>Zed^M|k{9 z@vI;;V#><1XU;4xF5;f-+q)O=&e+66IUL60b!6&11K`~&(pRR||1*Sy(uGE%&Qq8~ zE37thPfvio<*vs)Dv6B}S317EuT-o3vb#H5mTsxkHM#8~^V;)8eCi0?IiGGjL<6C6 zPm$HT+##JJQ5*AjS_0k)oNj^cf)mqnp*%8n*~qM22-k9o%?Ju=14@{lKD@tUwbx@u zoZ3lD{ldYK5mEQm;+U8|5OH*31QDpHX=#t>Ep?Tb-)5yLvm4U_+{SSL3>$;%*E>Id zRt!hfiCO|#1Hjg|Z{ISf)FbesY+zJNia4D=ygtgL;UuvLf6iR^X9zD4cVg$w2bbRujGeWxSys#mctn|wvudDDXho#$Q{qrmfPC$znQQPO8F4(PMER_=OvLCko?oIBVVS*VzF zP$8P$HuKF-lnp9Z4{REhuxr;YNI9K8-!ETN%R)0XI?d0|pOSvsHWuMz8$CA&+e#;u z(ueU0QE(bVXS1Q;8fu6Zz@j5UcP5>#jCt7F+6pzo=QQE&iP1O}HQl9IJNJ`~ExX-u z)Vv(0L2zDWW~>t~Z+2R6;AQxGQDQVMa*tgblAdFTvUN0h^O&~dmm5*>_ zHNK&(4cV^ayqTEl;=1>+7ZeW`YK3O7eb?M6uc1=@!xP7@P+T9H0$WXwzt*16u^(`$fcELD=f`OnJI~&`RBjQ^Zn-h;zUDbk|INUO7#H{MXan8IHA z@~$YWOY}XTJ3pF3M5Hh2>dNo#eDwJS@>;AW2oY>;poNB48`cJ^9kB-}aPlE1q+@7> zugd1BYN#jYI233`2dJvEIQT>iQRv~^@Y}CC_+%daC3wrfk5wmd;L?0kP_V*yVSFe6 z4xkl3(3<`jof@yE(bC99&Mr}CV$8-zNH{u=Qve9N!$TMUnmY(R)OmW)a(VtIYIAk2 zY;CMHEsXRpiDpzUwe+elR8d#`lGBx~59qxsLENmpb_*@44GaK7S`@I`Kem*!nE9o}- z*588l%=sKzeLl0+j}Jb-%%#bimNjvcVm`xsK3{7W-_zzZPtL1Su8en=x<4Nqw=0@E zpZ@7b-rTRRneT=1X>6w_oHbm>7oJ;RihT3t4R9ODMb4JlC*XiA1CA9?FuGuJ>=-YU zA}30%PrlxO(;Sx7kC~A=QB_wLvFg7M)%!B7D_2?JcvEA&k<%)rQm#PgR*Je(hoAcR zq%s_ZlCqz~iN|6Hv!2_mtgQHMeEDoTbHJ18u@8Tcv^#9fa_Mq*Cw*j%-ln?jC>^@{ zSz!atDwDvnxw&h+AmvX}D{>+zeJ*cqm8E0XT3ciD!SrN!8_2pqM=Vud7uR#`XvpHp ztn9&-YWePglwB)jdIf=BCVhsQoU^CU&mBC!uxir0 zg_h&_c%Kj>0VlEi!gm&weHku%m{#i?#`kK27|xddd}7=es(&Ix?ud%4>`0}rMpY^E zVup|eIq`68pMuVVW$s61ELLP`4|0khRdmcNnnUMi;Ir)@9fw z_$82UwG{Rvlu|sC(mvi^KmT|HDX*S*Vy4_PWv(H`_zr2esS@W!BcfoUxdnLx3HMwt9r3&MX+4iA(6 zQJee74k;g-!#YWfVEpQ;sp0S^9W8A_Mh4duRU>oTrww}f9ybUMSZAJk;lp;5$aife zleF3_3MXi^cc;YtYhV~=d|-Pskkg<6*jZYhc3sTL%(Mg&!s&DzY1kC0n{8MNu95&a zqN(``X%YZplH-kx#j;KiaxY~ovz^QDK$12Q@Eo*eq*#dRhZVph&(;kDueUPi&dtNV zf^{RsBvELy*`&nBfY8Jdnn%0AAIz=93OkYDJmK{&PpXgUJ}^Xrw{r`xSZV% zc!?B<^X1D?I1vZA7-d(VypR#$xICnXbpdx*oi=RnXlztoMYN_Dxa01=kW-ci zpIPtN=$6)=wKbEYMkl6GQ+mDVS}o0fR!g(_cbpniNS{m=Y06|iR>1XZ6pL> zPvWEAP8~S#x~r>XB%4s*(6Ekxdw`CQ59n!r{?Y{zDSuyIHZHEsw-Dt(xg!6S{%}%d z{BA273(I5}wLSUJ1mrs zUIQ74_XRy|j7O&3XQy{t8Iuhf%j6SCca~g6<>t-fGh(u`Y~0*RlgWT=!_&I`*|=5o zGq?5|a8)2)hO?yUJ54+zt+;NK+`YSrcU|}^$#V@)vO+cJW4K(|yVk$-KwUP|`!Nac z+qu&cA)CT2L(J!=rs`KI?HkzG&J~;u9NX>|f}e2#i)DH4sN_3)itHR}%i9G5JV zrK)jUI#wtfAXPHGw~P6HeZe8-QAK?SnY43yCtS4u%`c?#@;-v zr?q|mUx_k?XfTu_Bq<^x6;U#TXd_gH44EQBNhv8JW0^9PCY7NK#ja4pw-5_p1Wg5z33K@V8x~m2(X&h^|NL>fjDHHu21OY%fb!fM8tKK zCgVAfC*tB7DDi02>_)~)E5gRtx27f7(n1YrCYeiJ8d-mu<%zy~M_kj?J8xearjz!p8a&D z+wHeJcpI;Plp{@ru6m07tB<~j>Gj*SSI1Qy4g51E;~#Rhx>WKfEQPMCvKqY8pY?KE zwQ3cpcAPt;E#I2M?Ao1yU*7pA18EzGH3u7$>WBl#1S zX#wOw6bJ_NFG9aKaXT~7Wg)}K9Jruhcbngtaxfu_>0ODwyF#s?CG-DcGlWS;sNM&fvOK$ANvLatQ8tsfeDt^;dK7qZ|BlK zk6$Uh=P*dP2qaGpkB1Wl_k-QvhQ)<*Gr9+YV6<6hMSOP~N}mJcRl|dSh>n}(Qc*{m zU_rPyyjX0ox6e;}RreaYTGWk~`*BsHrp4gNvu54z%?%tgq%Xo~``j@23Su@(J95sj zZjC^g;ja8!+VGO6HdL6#eK+RQOKWFC5oc#PEWPhA6 zJ+Hd_tPO^uPclhLg;%ZGIQ3H&Nsbkn$^(x%m?Zx?Ht1Pp>-VN1=bE2@Tk*;NtDs=f z9`OU1(bjreO0GPiap$BAeim#TWTA{OUR~YP)MM99xf|g-+B=n;u_5sXgkfi^cf?D zW%|##tN*k5z*;WqHQYPpq@IcSp~|*~x&?vqR_CjwX7zUrQyP+VxJEYBFKeM{F!dq8xI#rP#Wk)}8%!bb-gwf<(~Uzv#+ zkxj%&n_U| z-YMx(c2EfZ49K(i`V#EPcm)_eg@@GnEz|XW_px9117)kIEurFJeuQZnjZ1O6(~enW zX^BG)DpwaupxwJ6?yGBPV7o%Yy0eyJ{PL8{(n|dia<`rQ@s2Ct2hb8#YIRignm>H- zol5TxC1@^SyWpCPDe$P4`pt`+8j}rYMK0tZ>6K7<2>00L|M+~pH)(urwR{=mi5U;7S zGvxkai{Hu$rr3uVJVhr_@BK~KGCiWG8k=4!vgXCJn6jU{pdR0TM=T_tIsZ+A1Px!1N(+fEBuKEqgwc=>G*rez0kj)p{DyXq#WF;5JBJsi zVXA|I6Kye}1h~!ESC~?94+ujS1|BE_2Lqk0{29_Dxt~655=e=F-eR-g%^o@Y=qGD2 z8<{@rq*cAK#1|6uZ*(kteFqT2(oMbYMtClz$Mvh>;|z1_Ap!GUTksI;s36z3FJFep zfLI5v5QhmA%MCR%4l^8MQPiP?thH*R3qS#};p>yJm? z-8?sH*|=s5+-Up;MZ=YkIwJFX(iQR= zc0pmOt9`}vlL0bFwVOnq-S;;RB5}s3P0dMGfxYU}Q71127CCDdPrBIP;C)7tfd_8; zl|QH)dODz~bdP^{xLdZo{2C<7Jf7_eOvJ2MVGr<2{$Qj{2p-;Ej@zZXT^!lOP8KccjIR|Cd^h)_>FUc*j;j4pu`ciMCM)&y zMMV#dtKuChNBK>9^|1`v`m0TMuU^$C_NHd8mM6rC71+kjo8|ub4dLnPMbV>tiWb{F zwcfwUq-Nx)z>#TA?~nRDkZHZ-RMH6JPBb)b-|hG4Z`BU!X7Xp(w3Nd|-t+AGZYh-a z`YzY>_;%Tye|~yo*!CWQPb&hOZC&Q#gpPZ zC$h!%Tk2S4CM4`CUIEXU2M1EegM)}9+h3ud_sCP)Bgc6e!UWd1u*hz|ar|A&eAhxZ z@7(RA9gQ0tx|)}V$v)QE^m6p>-Hmv?{H%qQk$u+5t`WXR%T{kuC=GyGvA(-T2nPkrs#@CRK%kl3LpcC9p`&g1!RK>1C*t?O!dpO~uhjZZPXP@=3aq zU-hw#6)z|UGTzfd$BZske8CU46Dp$&04Tv!POf#!sVe7Rg{;r_*{xqcFt}l0+Ep-SHXzc z3yZd6$7ERZG`TqSIKPCKFe7jf-Dq!L_3`7Ik`k@HhkC{Yt|-;}&lX>zxdgll#SE(H?ZH7Ek~vffh%Vr*Loroc zR7A8<8aPndXfFzB%ZRKy%5-2DMC>EZC_ zU@0lmFHDOm)(2syuBfrSKCv3y@U9{V!k+K)N*G|hmo?l^v zb_}~Ry`SE z?+Jj&&*7D@w9#pd?g&Pj|?BXB$zbx4ABR9~)Nw?Nq&?J0C61 zNzXC;{(0hI`|>Q0DbCqF)cy2BW;$j+_wG}gW8FdaXwjhcV$#{5xJ!gN<`0@)b90_k zZJ3kWTl4uAmX`@M6#9s3P$C9;kMuJ*TmvSs#C zQ$mVz>>x>KiL?H8i0{?gJ2NDrZk6qMlbA^LsGgJ19bq{~%Pdl}30uewEnHIq&#={y z8o3wJ$*|j%5-SiO(GSxZKmN@7*?v}DyJ|%?f8pu;HY2`CYRK(Mxb|A7OrSFUkMdpS z;6f`any>L#0yj0ez}i7hfnsp4KDj6KDZ`ffg(;d%EOZWW3#)qGEG!G)UjVWl4_rgi zb9F^c3ifGfte6)s8ho`MUQQgyH6L|;7Si_T;QH=1Vc7B!F#yhl>=!S>+y8d(i8Cf` zK|^P+s|9p~Gzb%pPq0pB7U{_Yv6@Y7npTtAQ!v90cPjUMebL7&TeB&8FJ__K3z+A^ zpuf};7tH(qX~}~>)`p3P&CX`|_(K)K{O0>e z`8i?N0&AR0a!o~$I(B=N)>Oao%JCU*Hkf~AbsbtYB;IJJ+VOpoy$q~1)nz9eNDh`u zG0MKg)8*UWTB4cIZ7RRn&g0n*ap878d+HPpG?vSj%^pR5mzj~lI&1hngTQjI%x0eQ?PBAUy}=vrh@}$sQdzEbP_n za*+Mi7kcdJ(R-R$RFgcxN+oZ4w3bByg52%2NfN44n~^G zEkE{koPIIIDGyC#Upcvk`g&o7Xx)ES47(j)->DSK_<w3DD5weSuGXU!ixudBiop*VrI)y`*q@*3o^lDOZJm{A2*V5fRNU3$4uD|q> zer?|G>I|nYe#;ZhYc}i5TJE^LPQv3_$P|{;2qXI|#H!bidx$aY_p7&C?)A^<@TVBI zgAF_X-I1`EKOaXi0pbOQQlJtXJZ2>?-@Hlub@apkO0@-84 z$Z20*;V@kF^~R0MFDSqeV$Z({*{$(Kw6hWX_COUnZ5k}M5?UYO;U?zhn*rxJo)qTX zhzOZ2p`xmq0_E@gn4DY*-#kmn~zhK`-g#Th;#nj)zs` z*!&{^1{Ql4-CF-|G?@3aZFW_^kGVxupwVvqucQ(f8oU}YDkb!A}zB` z+_f3`42gm6pPE7GYbOrOqT&+0iyp*EX-sT0PqJPxe89R|HW#oxV};(u(EE+JrOZmu z{>{oNDkjFZolq_RbeG43g{77bV?E^Lj8RwjIX`F7{KByy?nE$)??CEx;;M;{YIsuT&$u=bgt+RWe$wcS*>g((O`t=JcjVJ>% zFmMBHX^u$se!EbuP$l+O_Y@gr7Q+sbI`li!*N5Yym)+?TU97r6AKt%57@7?A8mTVL zu)OT-321!MAJYR9%kcgiu3A-(*pS}xsMD=Jr#g>+TABl32+-o#qxtBXW1G6?@HDG= z)93SFzO4N6C24)mV33%$O+6esRIRHePxbNf5sjqqph1;fsU^*wjKi$q`qH?r8=d=@ zeJP`|KzQwY_;88K#~aaqj*q+dWADu38Ff2uEmzLj9;l&r@|XMf_`4bej*!N}v9vdQ z^-aZCWZ_&ei(ruv_pMS(B11X%U?qIcb91f`36GSd`mnuoJnP%P`ld#5(5PMmg#W*q zW{Txq*Tqn}onM45eESVIRXzr8o!mNBwf7zD%m^-YoKcDHA|0pu)j{x0BMDjh&~>74 zanjDr?m!&`RSqyN@SOhS~mA9%gfcY9tIu{nyCFkK||7RwT}pRW3uO&@(39Iu?r7$=L<#x zp$cIuM@IgH39oTPUVt#o0lot>0we(%igWGm-VY8|jZ+*nh#^TGDAuZDZPe}dav-5& zrt68mBQrDe-Mfz?JOjQtG&l4y9Y4vrwWU9|?X$C{Xd*Bi?Gedj+!i_8)^6O`P2g+b z3FPwiU8f{T_<8?E;+M7J7*~D|BwLv>l^}X`e}wUS0Jk=#s!4e8__5l-W>WXyQ2-Lc zE7%=Po`kuw+UF*=*$x@d{+824!TH{sG$A)~9K4vuG=p(^dVtaaNkfg6m7tXW`Yz4* zRh_Nt*G@aF+$cW<0B^+S;wTsq)@uCDm7q-J_YFn;$38D9F(ei=P2Q*On6E1vwUr%9 zn{nq(w-=bzC=tG)PSIjy7j_JKo#^C%%(m>5q-XP7lOHz=Y`(s=>%&U_SSWp5Os;BE zH~yzAc=o72|9$qc;c-dh9XywhJqvpMF3Mm3_4)pHE{F%OvlJ*{=Z2{r-84>}J?mg^ z|F+a_D#i^N@F-I+iDAgtOwDtWv#xF&Zs^v(#pV56M`^->``voOg+mWV-mZ>+nQ5=* zIK@b8AqJl=D*xR2!ko)z^jWPW?!Mg%od;WloVfTytI%}IW}hXwpUU725fpOs@@#iL zvEAD!0*c_tq$_eRv*5vW)rFejHUG!VJNth$G(ht%$j)|tp@f$pYHyXaS>g>pqlm8$J6p5A>_76x;jZqJB@w4$ZnxDICQ@doMd~ z1rTY^-M`pU6l~#3x{z7<#ofC%yCx9TBAs!0Ma6X6?U-Aj9)Kz>k&FqTjMAi7=8^!q zZ(L}ga@y3T-_$}e*Jv<+U_zU*M~@z)=7a_6n)0m^sQ+2W|Hk3)4qSrxk0VU6yD81T zf6#9bj;LLvqkqE!m{KYC>Xpq20PUBHL&-k!Z{#%L=qJ}T#Rnt zukgTo^8UJaA2()kmB3(_NaBi};X9dBhgs@*%7RpP#jQ|Q`8u0R?#F+u z@k}U~W@uGiMkWdBdy0eR%o%xQ<+)B1#h3(OF!JLdQcPj~^5ryByNFo;TmoUmnl&by zH5L2XT3YVFIsz*agdIK?QL0={PE9SR#wUs}6NTV-<#pKW5f}$;Rq1-#J_(-@Ms{he zI{vyiGqak2VeJ%QcJBSLt+(@2Bt0m_A+jb+#a|C znBsfwS`1hQCL`Zzz)4l-9-O$@1Ij;q_)t|9aORAZ_!{3mob?%pO#XwP9}?VnA{K2Q zo+^+#VD1Jhc-CXVqX$9e^tOoFdLx83PNZxrWhos(n4a)u3%DWw>FyIYa2gyDQ(bm-5 zv27b?a+y)0+W6}~uDb3VIjnyU#bVdG={-wach{cI>+52E&~qS1aNY8QMUk$#`?r{7 zg)AQO!%nl}rA>m&gMWHSeOgC~G3ZdJ*qa+&8SS~ee6L0rXaMdn^Y7)e9TzHC z^AA*MF(u4a>0hPf%2Wb2XXIor4o4F4u7>*ejdFsDGlNcEFmVW*y+ht03s~Q zmrmW#^2AHhmUaWOT;&>E=s%l&Uz z$hC$#*e+Z4i-S^fN;^hBUGF$!fu<;VJHoTbNOX8}*SxmCZQB4KEayFYobE^kOlfL| zNBXU5@1S)TXroa08@1H?dmU|*_(Fg%(4Vzf+dN)ja=~o9Gxl!Zy=fAL&}|!tB%%Lw z?Q=$d_PiM3_ZKcT>gVKQc=i7aV%YX1WJ~HI6a$Yw(D~`O`g8F1_pX?Gl|7c08Mx%` zrhtnViG#3_E)tDp@Q%0qGG?jIBc!@kT#!_`K;KzY)-tZthJ_UctuQ-e0n z)Vs7{=p*NcNtW{E6c%kVua`Z4}_$KZ{H*-zue#?k`#4)|7W+)v)80C z)uaXwCjulsBT(@&#&()XpTWjtU;q5}rxA7%I6=EZ z#oc&+zU;|B6YYRDtC>I63SgETmxJ2!OyH==jSXt>@dCE;=PN&V^WN#8q(CG;D6cB9Yf zeyL*LI{)cuP`>NqhvocutT9>PVbq0zlh@3tGL7l}f3KNOZ7DgMbv)EPiqMf2F!l+u zm#i!vx4eMa)>FFg&x4GTfc!&4{{U4X_&$Gr0~YB{+nGTg?G1t`tQdKpna`h#xu*B9 zpYl-AjY$Bd?CDmGK4@!LWNUKMWqa^qwQB|8z{FS*ogp3JRaVR=&}4iGi5Slaw{&D z?ywc(e2`i^(m(lg2n`w zJXv)MFx-1lAk0JRZj5OV%2qhWH&1AamZ-B_bbrOh?oxjg7K*bAXkSs;Cb1_l+oxuy zn{Kmk;p!DD1OZ4CDDXj}&LI;Q=@`reDl1>+q|w=~)aoG?=;RWX3pBl-{3Vf0Pmmn~ zx(yCbHT!u#Ifv*^R#USVCKOH$$wpRRUE#=K-z)aAv9W zQSomW%m3TBc-swm&>jeVCk#ABvxN7-{0MXN9>V;Su~fAp!w@pFIDUwu^^wuGdTYt@ zsO!!TG3aFyju06W!>M*&XHD0Ge@J*hg+rAN^%K8SB_Y~2Y0Ju$Id5XlnB8tM5IHi_ z-)^12UZtkzQu)Q(c{%?+d=8-9y!zWU#qLtRX*y%Zkdk(hoAKp;9f%t`C{6_>vBiW4 z8a_{lK~Fjml3Z*_ob}1j+qy&tuRRhD zU+E`Ji%@0ekohGAo>yPg%Qr2-wefb@d5+d@TBu}iMtJ`)pD_LJq#4kzG|}l#j1Y?M zwEXhz;re3HZ}LC-cB#JbrhS8Hi9NjCCAqD2N7oPj5$nyL-sKn>g-viAYYMum<{0%u zZ0JqA?Y^>ifX{^e9Ic;Rf+j=!33$FX&zcd9s%oo!D#hedRn7YEzSMcn3D{yVV^P>A zm{iUYB689eMaUzV7jE@;UJbwIl zXhHCOSoWSP>kL#@{t%rn+CSpJUeE&S4MRW^iUDXDv|QdZA#ReP;a*a1Fil^&sM#&w z+j>tgvKwwi;R}(*dy$S}_n|`_KRht)9Ncyp|6=ql^1ht}QYlK@$;vTkIseU?h3~-L zXBiL%NbmrXktH1?%}MBY@Qlv9n zZ0^O*0xtD93irb?mQ9KRo(<74>D-UfsZIS{F+ZUw?~!jXdmmZ zJIl%{9>D-~JIHGgo}kPME3i#wG6WQ5`d5fL#Lu>g zFHtr-dp<}5C*_7oi?=0gF}o5uWE^$c)K;n})~x%=)bs-ncM#9V{zF`?2lno8 zu(BOGHoMz?9;&Lz2DTT%ZoU3<%>Lc-&X;~$Sl)WZ-+wF!Of}MW!26`y=Hd_E1T2NqWAU|ub ziCdRlwY4OxqC6WU77~w0jAna%MLm*Ztsr=atc#)di)dBe-BJtW1HDNaEXIk zKoN5FYUZm~0W}Fet=^pk6O%M{4dx5U3}Vf+w|d~BTWqrP9TVh`H{q%`-`C4serk-Q zzOy3R6-BQJgs4HR(euW_7IRhra> z&$y7Bm31ukwNS>LL(`6Ht)@K_VGTFnoa73`MusbnButIV0(2-;e{7 z5-68dsuxah*?x1sG>u(;zI2jNs~|{UpE-T1CB+heLQv$}H4g!b_A;Q4qy+x~I>_UT zD>~=p=P!@jaGK$9bLSpogw?EBUH7M4c1u5X{<`su8S4lmmYWYBPHl;0h=%s$$*!1% zLSLhA&z&8j%A^ECXolK~p;%0=XwK6Al5O2L*(m8I1sk!)a#bT~B~AXy=#RFL(`=WK zXoByHi-g=+?2ub_o-Dk4^(tpsPnYd|8AUxZVWY|;8nHNGLAU%RHnu%hyc_cwZS)<- zidj%l_)BRiDN({gGF84jX4HrgD@Q95(P*P`Sw?n$ar5W4-o;<~jqtq)Fab|@h7GmIPqT#o-Q&=(d%Z#MrD9)yY1Q*alx*AbY zhgdb(v?mayX_u1ru|#QS@kskcP=P|7nc^fD2@|Ca zAJ!If%xFfNsH(1PZ_njrkY>_MFl;RE)7nqjBJ?@W-TmW@dz2X{u%ZIk)|C!A+Y<9; z407w+r_bs&YvSnU1DE8nvCSSj$%@y&A9q0i{yaX4txBzkK7Ocs5GbKRXss~I-8`xMGKKu|DVRWV{)r_D|(sP-h+J-mi{v zyU+|{JWDHwNMyuGcwlP4!Bt=cI{#qm%apdG&tZaoBG&^ndS6kIV?B2`2?d>7fe}-+ zt-rqHSsxn>JwjAWAweNQCl+%1_z-U4*eB`RvSrx1_4|%z*hxuCv*MU;#i5nU@5z7Q z&)b4K5L|O9?0xyLsRX`=h!0Q!FvF!4*;teKCD+Ce;>yQmrrB&_F?5j=tiN;uI zlDko{oEY?~K7C^J-e{bF0En`A7?0d}tG#!OIBUb?t8jXjJ}o-Gaf*@B&`$Etm@{{- z6mXO*YPy7vO$u-C=|?e~3%Aw;BMWp*Eag`TJ4a^hUZ>_>crl@lwZjpVPh+Z==m*+Q5%WTYSoGF)ogc5yc6%}t!r)Mhv}_R zcyfGfnUzYBqOGmHZnPo=FJ*6753@-VCS25a$|@-M&HxOim6*+$6P6g_{`}%Zs-4p{ z8q*=-2_AeX%W>0YF(6!2QB(7(Nod7<2Y?clt=+0sb+A1Ek+XSoUTq6hMm!qpoWC7c z{oXqo7tVIFxP(~|iOmrueHtR)Z`>;hNgTLRtu)ANQ%L}#Fo8L3PtwvPJkWl$H;JzL zCnrx46vuB`!oFUzMA80ReZBbj+ggR2+ds?&%5#w4#aByjTR6LJla_Fkmrl?^T_1!O zN9?aYjN+>!2Q$$o0 z$3r5UiS_PaWt@@AXfbA2Q%wl zi3=FI2FVk_4q;*WoH0|JOZxey4gUOQn`>%T-u~8&wcV8)))3zz#ug*M0yspb7|CpA zCzDH^Wi)8keBd|L7Yq^o1-71ye3Rb=9XiA?hAU2B<_EkeKrK<_jzN7*LbkgM*-y?| zatexqE74nk!!UO{B#KJhq{Y8_PeB6A0Xg|DD<&zajjvP%MJwN_oybR%;hf3ebyIsK qWBmU~r&fy8cmCP`+h1q5No1vz?MPjB@e*QSVW!F4>Cwh3JpT{1uw}yl literal 0 HcmV?d00001 diff --git a/man/fragments/intro.Rmd b/man/fragments/intro.Rmd index 690fa41..27ded36 100644 --- a/man/fragments/intro.Rmd +++ b/man/fragments/intro.Rmd @@ -267,7 +267,7 @@ pasilla_plus |> ## Annotation size -We can customise annotation sizes, using the `grid::unit()` +We can customise annotation sizes using the `grid::unit()`, and the size of their names using in-built `ComplexHeatmap` arguments ```{r} pasilla_plus |> @@ -276,11 +276,11 @@ pasilla_plus |> .row = symbol, .value = `count normalised adjusted` ) |> - add_tile(condition, size = unit(0.3, "cm")) |> - add_point(activation, size = unit(0.3, "cm")) |> - add_tile(act, size = unit(0.3, "cm")) |> - add_bar(size, size = unit(0.3, "cm")) |> - add_line(age, size = unit(0.3, "cm")) + add_tile(condition, size = unit(0.3, "cm"), annotation_name_gp= gpar(fontsize = 8)) |> + add_point(activation, size = unit(0.3, "cm"), annotation_name_gp= gpar(fontsize = 8)) |> + add_tile(act, size = unit(0.3, "cm"), annotation_name_gp= gpar(fontsize = 8)) |> + add_bar(size, size = unit(0.3, "cm"), annotation_name_gp= gpar(fontsize = 8)) |> + add_line(age, size = unit(0.3, "cm"), annotation_name_gp= gpar(fontsize = 8)) ``` # Layer symbol @@ -305,7 +305,7 @@ tidyHeatmap::pasilla |> # ComplexHeatmap further styling -Add cell borders +## Add cell borders ```{r} mtcars_tidy |> @@ -315,7 +315,7 @@ mtcars_tidy |> ) ``` -Drop row clustering +## Drop row clustering ```{r} mtcars_tidy |> @@ -325,7 +325,7 @@ mtcars_tidy |> ) ``` -Reorder rows elements +## Reorder rows elements ```{r} library(forcats) @@ -337,5 +337,29 @@ mtcars_tidy |> ) ``` +## Size of dendrograms +```{r} +mtcars_tidy |> + mutate(`Car name` = fct_reorder(`Car name`, `Car name`, .desc = TRUE)) %>% + heatmap( + `Car name`, Property, Value, + column_dend_height = unit(0.2, "cm"), + row_dend_width = unit(0.2, "cm") + ) +``` + +## Size of rows/columns titles and names + +```{r} +mtcars_tidy |> + mutate(`Car name` = fct_reorder(`Car name`, `Car name`, .desc = TRUE)) %>% + heatmap( + `Car name`, Property, Value, + row_names_gp = gpar(fontsize = 7), + column_names_gp = gpar(fontsize = 7), + column_title_gp = gpar(fontsize = 7), + row_title_gp = gpar(fontsize = 7) + ) +``` From b4172e44f6d1897131cc9f95f8e8232b4ea2837f Mon Sep 17 00:00:00 2001 From: stemangiola Date: Fri, 19 Nov 2021 10:39:59 +1100 Subject: [PATCH 08/10] fix colors for non tiles --- NAMESPACE | 1 + R/utilities.R | 183 ++-- .../testthat/_snaps/tests/size-annotation.svg | 981 ++++++++++++++++++ tests/testthat/tests.R | 4 +- 4 files changed, 1077 insertions(+), 92 deletions(-) create mode 100644 tests/testthat/_snaps/tests/size-annotation.svg diff --git a/NAMESPACE b/NAMESPACE index 50496fc..5274185 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -28,6 +28,7 @@ importFrom(grDevices,colorRampPalette) importFrom(grid,gpar) importFrom(grid,grid.points) importFrom(grid,unit) +importFrom(grid,unit.c) importFrom(lifecycle,deprecate_warn) importFrom(lifecycle,is_present) importFrom(magrittr,"%$%") diff --git a/R/utilities.R b/R/utilities.R index 8049142..cbed49e 100644 --- a/R/utilities.R +++ b/R/utilities.R @@ -649,96 +649,98 @@ get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation # Create dataset quo_names(annotation) %>% - as_tibble %>% - rename(col_name = value) %>% - - # delete if annotation is NULL - when(quo_is_null(annotation) ~ slice(., 0), ~ (.)) %>% - - # Add orientation - left_join(x_y_annot_cols, by = "col_name") %>% - mutate(col_orientation = map_chr(orientation, ~ .x %>% when((.) == "column" ~ quo_name(.column), (.) == "row" ~ quo_name(.row)))) %>% - - # Add data - mutate( - data = map2( - col_name, - col_orientation, - ~ - .data_ %>% - ungroup() %>% - select(.y, .x) %>% - distinct() %>% - arrange_at(vars(.y)) %>% - pull(.x) - ) - ) %>% - - # Add function - mutate(fx = annotation_function) %>% - - # Add color indexes separately for each orientation - mutate(annot_type = map_chr(data, ~ .x %>% when(class(.) %in% c("factor", "character", "logical") ~ "discrete", - class(.) %in% c("integer", "numerical", "numeric", "double") ~ "continuous", - ~ "other" - ) )) %>% - group_by(annot_type) %>% - mutate(idx = row_number()) %>% - ungroup() %>% - mutate(color = map2(data, idx, ~ { - if(.x %>% class %in% c("factor", "character", "logical")) - colorRampPalette(palette_annotation$discrete[[.y]])(length(unique(.x))) %>% setNames(unique(.x)) - else if (.x %>% class %in% c("integer", "numerical", "numeric", "double")) - colorRampPalette(palette_annotation$continuous[[.y]])(length(.x)) %>% colorRamp2(seq(min(.x), max(.x), length.out = length(.x)), .) - else NULL - })) %>% - - # Apply annot function if not NULL otherwise pass original annotation - # This because no function for ComplexHeatmap = to tile - mutate(annot = pmap(list(data, fx, orientation, color = color), ~ { - - # Trick needed for map BUG: could not find function "..2" - fx = ..2 - - # Do conditional - if(is_function(fx) & ..3 == "column") fx(..1, which=..3, height = size) - else if(is_function(fx) & ..3 == "row") fx(..1, which=..3, width = size) - else .x # else stop("tidyHeatmap says: this should not happen. In the internal function get_top_left_annotation") - })) %>% - - # # Check if NA in annotations - # mutate_at(vars(!!annotation), function(x) { - # if(any(is.na(x))) { warning("tidyHeatmap says: You have NAs into your annotation column"); replace_na(x, "NA"); } - # else { x } - # } ) %>% - - mutate(further_arguments = map2( - col_name, fx, - ~ dots_args %>% - - # If tile add size as further argument - when(!is_function(.y) ~ c(., list(simple_anno_size = size)), ~ (.)) - - )) %>% - - - # Stop if annotations discrete bigger than palette - when( - (.) %>% pull(data) %>% map_chr(~ .x %>% class) %in% - c("factor", "character") %>% which %>% length %>% - gt(palette_annotation$discrete %>% length) ~ - stop("tidyHeatmap says: Your discrete annotaton columns are bigger than the palette available"), - ~ (.) - ) %>% - - # Stop if annotations continuous bigger than palette - when( - (.) %>% pull(data) %>% map_chr(~ .x %>% class) %in% - c("int", "dbl", "numeric") %>% which %>% length %>% - gt( palette_annotation$continuous %>% length) ~ - stop("tidyHeatmap says: Your continuous annotaton columns are bigger than the palette available"), - ~ (.) - ) + as_tibble %>% + rename(col_name = value) %>% + + # delete if annotation is NULL + when(quo_is_null(annotation) ~ slice(., 0), ~ (.)) %>% + + # Add orientation + left_join(x_y_annot_cols, by = "col_name") %>% + mutate(col_orientation = map_chr(orientation, ~ .x %>% when((.) == "column" ~ quo_name(.column), (.) == "row" ~ quo_name(.row)))) %>% + + # Add data + mutate( + data = map2( + col_name, + col_orientation, + ~ + .data_ %>% + ungroup() %>% + select(.y, .x) %>% + distinct() %>% + arrange_at(vars(.y)) %>% + pull(.x) + ) + ) %>% + + # Add function + mutate(fx = annotation_function) %>% + + + + # Apply annot function if not NULL otherwise pass original annotation + # This because no function for ComplexHeatmap = to tile + mutate(annot = pmap(list(data, fx, orientation), ~ { + + # Trick needed for map BUG: could not find function "..2" + fx = ..2 + + # Do conditional + if(is_function(fx) & ..3 == "column") fx(..1, which=..3, height = size) + else if(is_function(fx) & ..3 == "row") fx(..1, which=..3, width = size) + else .x # else stop("tidyHeatmap says: this should not happen. In the internal function get_top_left_annotation") + })) %>% + + # # Check if NA in annotations + # mutate_at(vars(!!annotation), function(x) { + # if(any(is.na(x))) { warning("tidyHeatmap says: You have NAs into your annotation column"); replace_na(x, "NA"); } + # else { x } + # } ) %>% + + # Add color indexes separately for each orientation + mutate(annot_type = map_chr(annot, ~ .x %>% when(class(.) %in% c("factor", "character", "logical") ~ "discrete", + class(.) %in% c("integer", "numerical", "numeric", "double") ~ "continuous", + ~ "other" + ) )) %>% + group_by(annot_type) %>% + mutate(idx = row_number()) %>% + ungroup() %>% + mutate(color = map2(annot, idx, ~ { + if(.x %>% class %in% c("factor", "character", "logical")) + colorRampPalette(palette_annotation$discrete[[.y]])(length(unique(.x))) %>% setNames(unique(.x)) + else if (.x %>% class %in% c("integer", "numerical", "numeric", "double")) + colorRampPalette(palette_annotation$continuous[[.y]])(length(.x)) %>% colorRamp2(seq(min(.x), max(.x), length.out = length(.x)), .) + else NULL + })) %>% + + mutate(further_arguments = map2( + col_name, fx, + ~ dots_args %>% + + # If tile add size as further argument + when(!is_function(.y) ~ c(., list(simple_anno_size = size)), ~ (.)) + + )) %>% + + + # Stop if annotations discrete bigger than palette + when( + (.) %>% pull(data) %>% map_chr(~ .x %>% class) %in% + c("factor", "character") %>% which %>% length %>% + gt(palette_annotation$discrete %>% length) ~ + stop("tidyHeatmap says: Your discrete annotaton columns are bigger than the palette available"), + ~ (.) + ) %>% + + # Stop if annotations continuous bigger than palette + when( + (.) %>% pull(data) %>% map_chr(~ .x %>% class) %in% + c("int", "dbl", "numeric") %>% which %>% length %>% + gt( palette_annotation$continuous %>% length) ~ + stop("tidyHeatmap says: Your continuous annotaton columns are bigger than the palette available"), + ~ (.) + ) } @@ -1126,6 +1128,7 @@ pow = function(a,b){ a^b } #' @importFrom purrr map_dfr #' @importFrom purrr reduce #' @importFrom tibble enframe +#' @importFrom grid unit.c combine_elements_with_the_same_name = function(x){ if(length(unlist(x))==0) return(unlist(x)) diff --git a/tests/testthat/_snaps/tests/size-annotation.svg b/tests/testthat/_snaps/tests/size-annotation.svg new file mode 100644 index 0000000..8d563ac --- /dev/null +++ b/tests/testthat/_snaps/tests/size-annotation.svg @@ -0,0 +1,981 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +UBR +symbol_ct + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +M_CHPT1 +F_C5 +E_EPHA6 +E_DCN +T_LIF +T_NOTCH3 +T_PDGFD +F_CXCL14 +M_CD47 +F_VWF +M_ANGPT2 +M_VWF +T_PRG4 +E_CPA3 +M_MDK +F_GPER1 +M_PLOD3 +M_SERPINE1 +E_CHI3L1 +F_ADAMTS13 +E_COL3A1 +M_HEG1 +M_CAV1 +T_PROK2 +F_CXCL10 +M_ADAM12 +M_ITGA4 +M_ITGB8 +E_ORM1 +F_C1QA +F_C1QB +M_FN1 +M_SEMA3E +M_MEGF8 +M_PRKD1 +E_SPINK5 +T_HYAL1 +T_MFAP4 +M_SEMA6A +F_FGFR2 +11420 +11405 +11438 +11437 +11452 +11444 +11433 +11425 +11427 +11453 +11458 +11450 +11467 + + + + + + + + + + + + + +UBR + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +Cell type +Cell type +E +F +M +T + + + + +UBR +11400 +11420 +11440 +11460 +11480 + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/tests/testthat/tests.R b/tests/testthat/tests.R index 43c3e21..fbedd99 100644 --- a/tests/testthat/tests.R +++ b/tests/testthat/tests.R @@ -586,9 +586,9 @@ test_that("size annotation",{ show_heatmap_legend = FALSE ) |> add_tile(UBR, size = unit(20, "mm")) |> - add_tile(`Cell type`, size = unit(2, "mm")) + add_tile(`Cell type`, size = unit(20, "mm")) - vdiffr::expect_doppelganger("legend", p) + vdiffr::expect_doppelganger("size annotation", p) }) \ No newline at end of file From 4557b217c5f39b5b9b0110660aabdc4bbb628dad Mon Sep 17 00:00:00 2001 From: stemangiola Date: Fri, 19 Nov 2021 10:58:51 +1100 Subject: [PATCH 09/10] fix CHECKs --- DESCRIPTION | 3 ++- R/utilities.R | 9 ++++++++- vignettes/introduction.Rmd | 2 +- 3 files changed, 11 insertions(+), 3 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 6eeeb17..715d9a6 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -55,7 +55,8 @@ Suggests: rmarkdown, qpdf, covr, - roxygen2 + roxygen2, + forcats VignetteBuilder: knitr RdMacros: diff --git a/R/utilities.R b/R/utilities.R index cbed49e..a83da3c 100644 --- a/R/utilities.R +++ b/R/utilities.R @@ -723,7 +723,6 @@ get_top_left_annotation = function(.data_, .column, .row, .abundance, annotation )) %>% - # Stop if annotations discrete bigger than palette when( (.) %>% pull(data) %>% map_chr(~ .x %>% class) %in% @@ -1077,6 +1076,11 @@ annot_to_list = function(.data){ # Comply with CRAN NOTES col_name = NULL annot = NULL + value = NULL + my_cells = NULL + name = NULL + data = NULL + .data %>% pull(annot) %>% @@ -1131,6 +1135,9 @@ pow = function(a,b){ a^b } #' @importFrom grid unit.c combine_elements_with_the_same_name = function(x){ + # Fix CRAN notes + my_class = NULL + if(length(unlist(x))==0) return(unlist(x)) else { list_df = diff --git a/vignettes/introduction.Rmd b/vignettes/introduction.Rmd index e6166ff..0cffd4f 100644 --- a/vignettes/introduction.Rmd +++ b/vignettes/introduction.Rmd @@ -17,7 +17,7 @@ vignette: > [![DOI](https://joss.theoj.org/papers/10.21105/joss.02472/status.svg)](https://doi.org/10.21105/joss.02472) -```{r child="man/fragments/intro.Rmd"} +```{r child="../man/fragments/intro.Rmd"} ``` # Session Info From 010174e9c790fde0ab6d65b4f0ed596e98f58222 Mon Sep 17 00:00:00 2001 From: Stefano Mangiola Date: Fri, 19 Nov 2021 11:00:31 +1100 Subject: [PATCH 10/10] Update functions.R --- R/functions.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/functions.R b/R/functions.R index 9bfe75e..72580b3 100644 --- a/R/functions.R +++ b/R/functions.R @@ -36,7 +36,7 @@ #' @param transform A function, used to transform .value, for example log1p #' @param .scale A character string. Possible values are c(\"none\", \"row\", \"column\", \"both\") #' @param palette_value A character vector, or a function for higher customisation (colorRamp2). This is the palette that will be used as gradient for abundance. If palette_value is a vector of hexadecimal colours, it should have 3 values. If you want more customisation, you can pass to palette_value a function, that is derived as for example `colorRamp2(c(-2, 0, 2), palette_value)` -#' @param palette_grouping A list of character vectors. This is the list of palettes that will be used for grouping +#' @param palette_grouping A list of character vectors. This is the list of palettes that will be used for grouping #' @param ... Further arguments to be passed to ComplexHeatmap::Heatmap #' #' @details To be added.