From 66c7bf39888970417c9836bd55a9a858c4694f8b Mon Sep 17 00:00:00 2001 From: Guilherme Borges Dias Date: Wed, 16 Oct 2024 12:55:16 +0200 Subject: [PATCH 01/10] add project, edit slides loading --- _site.yml | 2 + home_projects.Rmd | 224 +++++++++++++++++++++++++++++++++++++++++ slide_loading_data.Rmd | 83 +++++++-------- 3 files changed, 262 insertions(+), 47 deletions(-) create mode 100644 home_projects.Rmd diff --git a/_site.yml b/_site.yml index 6d8e9871..99203eaa 100644 --- a/_site.yml +++ b/_site.yml @@ -37,4 +37,6 @@ navbar: href: home_precourse.html - text: Info href: home_info.html + - text: Projects + href: home_projects.html diff --git a/home_projects.Rmd b/home_projects.Rmd new file mode 100644 index 00000000..ffd8e8e0 --- /dev/null +++ b/home_projects.Rmd @@ -0,0 +1,224 @@ +--- +title: "Projects" +output: + bookdown::html_document2: + highlight: textmate + toc: false + toc_float: + collapsed: true + smooth_scroll: true + print: false + toc_depth: 4 + number_sections: false + df_print: default + code_folding: none + self_contained: false + keep_md: false + encoding: 'UTF-8' + css: "assets/lab.css" + include: + after_body: assets/footer-lab.html +--- + +```{r,child="assets/header-lab.Rmd"} +``` + +Hands-on analysis of actual data is the best way to learn R programming. This page contains some data sets that you can use to explore what you have learned in this course. For each data set, a brief description as well as download instructions are provided. + +
+ Try to focus on using the tools from the course to explore the data, rather than worrying about producing a perfect report with a coherent analysis workflow. +
+ + +On the last day you will present your Rmd file (or rather, the resulting html report) and share with the class what your data was about. + +--- + +## Palmer penguins 🐧 + +- This is a data set containing a series of measurements for three species of penguins collected in the Palmer station in Antarctica. +- Data description: + +
+ Download instructions +```{r, warning=F, message=F} +penguins <- read.table("https://vincentarelbundock.github.io/Rdatasets/csv/heplots/peng.csv", header = T, sep = ",") +str(penguins) +``` +
+ +--- + +## Drinking habits 🍷 + +- Data from a national survey on the drinking habits of american citizens in 2001 and 2002. +- Data description: + +
+ Download instructions +```{r} +library(dplyr) +# this will download the csv file directly from the web +drinks <- read.table("https://vincentarelbundock.github.io/Rdatasets/csv/stevedata/nesarc_drinkspd.csv", header = T, sep = ",") +# the lines below will take a sample from the full data set +set.seed(seed = 2) +drinks <- sample_n(drinks, size = 3000, replace = F) +# and here we check the structure of the data +str(drinks) +``` +
+ +--- + +## Car crashes 🚗 + +- Data from car accidents in the US between 1997-2002. +- Data description: + +
+ Download instructions +```{r} +library(dplyr) +# this will download the csv file directly from the web +crashes <- read.table("https://vincentarelbundock.github.io/Rdatasets/csv/DAAG/nassCDS.csv", header = T, sep = ",") +# the lines below will take a sample from the full data set +set.seed(seed = 2) +crashes <- sample_n(crashes, size = 3000, replace = F) +# and here we check the structure of the data +str(crashes) +``` +
+ +--- + +## Gapminder health and wealth 📈 + +- This is a collection of country indicators from the Gapminder dataset for the years 2000-2016. +- Data description: + +
+ Download instructions +```{r} +library(dplyr) +# this will download the csv file directly from the web +gapminder <- read.table("https://vincentarelbundock.github.io/Rdatasets/csv/dslabs/gapminder.csv", header = T, sep = ",") +# here we filter the data to remove anything before the year 2000 +gapminder <- gapminder |> filter(year >= 2000) +# and here we check the structure of the data +str(gapminder) +``` +
+ +--- + +## StackOverflow survey 🖥️ + +- This is a downsampled and modified version of one of StackOverflow's annual surveys where users respond to a series of questions related to careers in technology and coding. +- Data description: + +
+ Download instructions +```{r} +library(dplyr) +# this will download the csv file directly from the web +stackoverflow <- read.table("https://vincentarelbundock.github.io/Rdatasets/csv/modeldata/stackoverflow.csv", header = T, sep = ",") +# the lines below will take a sample from the full data set +set.seed(2) +stackoverflow <- sample_n(stackoverflow, size = 3000) +# and here we check the structure of the data +str(stackoverflow) +``` +
+ +--- + +## Doctor visits 🤒 + +- Data on the frequency of doctor visits in the past two weeks in Australia for the years 1977 and 1978. +- Data description: + +
+ Download instructions +```{r} +library(dplyr) +# this will download the csv file directly from the web +doctor <- read.table("https://vincentarelbundock.github.io/Rdatasets/csv/AER/DoctorVisits.csv", header = T, sep = ",") +# the lines below will take a sample from the full data set +set.seed(2) +doctor <- sample_n(doctor, size = 3000) +# and here we check the structure of the data +str(doctor) +``` +
+ +--- + +## Video Game Sales 🎮 + +- This data set contains sales figures for video games titles released in 2001 and 2002. +- Data description: + - Click on "Preview Data" and "VG Data Dictionary" to see the description for each column. + +
+ Download instructions +```{r, warning=F, message=F} +library(dplyr) +library(lubridate) +# this will download the file to your working directory +download.file(url = "https://maven-datasets.s3.amazonaws.com/Video+Game+Sales/Video+Game+Sales.zip", destfile = "video_game_sales.zip") +# this will unzip the file and read it into R +videogames <- read.table(unz(filename = "vgchartz-2024.csv", "video_game_sales.zip"), header = T, sep = ",", quote = "\"", fill = T) +# this will select rows corresponding to years 2001 and 2002 +videogames <- filter(videogames, year(as_date(release_date)) %in% c(2001,2002)) +# and here we check the structure of the data +str(videogames) +``` +
+ +--- + +## LEGO Sets 🏗️ + +- This data set contains the description of all LEGO sets released from 2000 to 2009. +- Data description: + - Click on "Preview Data" and "VG Data Dictionary" to see the description for each column. + +
+ Download instructions +```{r, warning=F, message=F} +library(dplyr) +# this will download the file to your working directory +download.file(url = "https://maven-datasets.s3.amazonaws.com/LEGO+Sets/LEGO+Sets.zip", destfile = "lego.csv.zip") +# this will unzip the file and read it into R +lego <- read.table(unz(filename = "lego_sets.csv", "lego.csv.zip"), header = T, sep = ",", quote = "\"", fill = T) +# this will select rows corresponding to years 2000-2009 +lego <- filter(lego, year %in% seq(2000,2009,1)) +# and here we check the structure of the data +str(lego) +``` +
+ +--- + +## Shark attacks 🦈 + +- This data set contains information on shark attack records from all over the world. +- Data description: + - Click on "Preview Data" and "VG Data Dictionary" to see the description for each column. + +
+ Download instructions +```{r, warning=F, message=F} +library(dplyr) +# this will download the file to your working directory +download.file(url = "https://maven-datasets.s3.amazonaws.com/Shark+Attacks/attacks.csv.zip", destfile = "attacks.csv.zip") +# this will unzip the file and read it into R +sharks <- read.table(unz(filename = "attacks.csv", "attacks.csv.zip"), header = T, sep = ",", quote = "\"", fill = T) +# the lines below will take a sample from the full data set +set.seed(seed = 2) +sharks <- sample_n(sharks, size = 3000, replace = F) +str(sharks) +``` +
+ +*** diff --git a/slide_loading_data.Rmd b/slide_loading_data.Rmd index c9c7bdd0..c492ae14 100644 --- a/slide_loading_data.Rmd +++ b/slide_loading_data.Rmd @@ -1,6 +1,6 @@ --- title: "Reading (and writing) data in R" -subtitle: "R Foundations for Life Scientists" +subtitle: "R Foundations for Data Analysis" author: "Marcin Kierczak" keywords: "bioinformatics, course, scilifelab, nbis, R" output: @@ -46,15 +46,9 @@ name: reading_data # Reading data --- - -* Reading data is one of the most consuming and most cumbersome aspects of bioinformatics... - --- - -* R provides a number of ways to read and write data stored on different media (file, database, url, twitter, Facebook, etc.) and in different formats. +* Can be one of the most consuming and cumbersome aspects of data analysis. --- +* R provides ways to read and write data stored on different media (e.g.: file, database, url) and in different formats. * Package `foreign` contains a number of functions to import less common data formats. @@ -63,11 +57,11 @@ name: reading_tables # Reading tables -Most often, we will use the `read.table()` function. It is really, really flexible and nice way to read your data into a data.frame structure with rows corresponding to observations and columns to particular variables. +We can use the `read.table()` function. It is a nice way to read your data into a data frame. The function is declared in the following way: -``` +```{r, echo=T, eval=F} read.table(file, header = FALSE, sep = "", quote = "\"'", dec = ".", numerals = c("allow.loss", "warn.loss", "no.loss"), row.names, col.names, as.is = !stringsAsFactors, @@ -77,28 +71,33 @@ read.table(file, header = FALSE, sep = "", quote = "\"'", comment.char = "#", allowEscapes = FALSE, flush = FALSE, stringsAsFactors = default.stringsAsFactors(), - fileEncoding = "", encoding = "unknown", text, skipNul = FALSE)* + fileEncoding = "", encoding = "unknown", text, skipNul = FALSE) + +# or just +read.table(file) ``` --- name: read_table_params -# `read.table` parameters +# `read.table()` parameters + +You can read all about the `read.table()` function using `?read.table` -You can read more about the *read.table* function on its man page, but the most important arguments are: +The most important arguments are: -* file – the path to the file that contains data, -* header – a logical indicating whether the first line of the file contains variable names, -* sep – a character determining variable delimiter, e.g. comma for csv files, -* quote – a character telling R which character surrounds strings, -* dec – acharacter determining the decimal separator, -* row/col.names – vectors containing row and column names, -* na.strings – a character used for missing data, -* nrows – how many rows should be read, -* skip – how many rows to skip, -* as.is – a vector of logicals or numbers indicating which columns shall not be converted to factors, -* fill – add NA to the end of shorter rows, -* stringsAsFactors – a logical. Rather self explanatory. +* **file** – the path to the file that contains data, e.g. `/path/to/my/file.csv` +* **header** – a logical indicating whether the first line of the file contains variable names, +* **sep** – a character determining variable delimiter, e.g. `","` for csv files, +* **quote** – a character telling R which character surrounds strings, +* **dec** – character determining the decimal separator, +* **row/col.names** – vectors containing row and column names, +* **na.strings** – a character used for missing data, +* **nrows** – how many rows should be read, +* **skip** – how many rows to skip, +* **as.is** – a vector of logicals or numbers indicating which columns shall not be converted to factors, +* **fill** – add NA to the end of shorter rows, +* **stringsAsFactors** – a logical. Rather self explanatory. --- name: read_table_sibs @@ -130,37 +129,25 @@ name: handling_errors # What if you encounter errors? -* StackOverflow, +* R documentation `?` and `??` * Google – just type R and copy the error you got without your variable names, -* open the file – has the header line the same number of columns as the first line? -* in Terminal (on Linux/OsX) you can type some useful commands. +* Open the file using a text editor and see if you can spot anything unusual – + * e.g. has the header line the same number of columns as the first line? -- -# Useful commands for debugging - --- +# Useful terminal commands for debugging (Linux/OsX) * `cat phenos.txt | awk -F';' '{print NF}'` prints the number of words in each row. `-F';'` says that semicolon is the delimiter, --- - * `head -n 5 phenos.txt` prints the 5 first lines of the file, --- - * `tail -n 5 phenos.txt` prints the 5 last lines of the file, --- - * `head -n 5 phenos.txt | tail -n 2` will print lines 4 and 5... --- - * `wc -l phenos.txt` will print the number of lines in the file --- - * `head -n 2 phenos.txt > test.txt` will write the first 2 lines to a new file -- @@ -176,19 +163,21 @@ name: writing # Writing with `write.table()` -`read.table()` has its counterpart, the `write.table()` function (as well ass its siblings, like write.csv()). You can read more about it in the documentation, let us show some examples: +`read.table()` has its counterpart, the `write.table()` function (as well ass its siblings, like `write.csv()`). You can read more about it in the documentation, let us show some examples: ```{r write.table, echo=T, eval=F} vec <- rnorm(10) write.table(vec, '') # write to screen write.table(vec, file = 'vector.txt') + # write to the system clipboard, handy! -write.table(vec, 'clipboard', col.names=F, - row.names=F) +write.table(vec, 'clipboard', col.names=F, row.names=F) + # or on OsX clip <- pipe("pbcopy", "w") write.table(vec, file=clip) close(clip) + # To use in a spreadsheet write.csv(vec, file = 'spreadsheet.csv') ``` @@ -213,12 +202,12 @@ name: read_xls_matlab ```{r xls, eval=F, echo=T} library(readxl) -data <- readxl::read_xlsx('myfile.xlsx') +data <- read_xlsx('myfile.xlsx') ``` ```{r matlab, eval=F, echo=T} library(R.matlab) -data <- R.matlab::readMat("mydata.mat") +data <- readMat("mydata.mat") ``` --- From 4d498a5dc899edf4372b2c7110739185784e4927 Mon Sep 17 00:00:00 2001 From: Nima Rafati Date: Wed, 16 Oct 2024 09:45:32 +0200 Subject: [PATCH 02/10] Upload slide_r_basic_statistic --- slide_r_basic_statistic.Rmd | 426 ++++++++++++++++++++++++++++++++++++ 1 file changed, 426 insertions(+) create mode 100644 slide_r_basic_statistic.Rmd diff --git a/slide_r_basic_statistic.Rmd b/slide_r_basic_statistic.Rmd new file mode 100644 index 00000000..065e9cdc --- /dev/null +++ b/slide_r_basic_statistic.Rmd @@ -0,0 +1,426 @@ +--- +title: "Brief introduction to statistics" +subtitle: "Statistics" +author: "Nima Rafati" +keywords: bioinformatics, course, scilifelab, nbis, R +output: + xaringan::moon_reader: + encoding: 'UTF-8' + self_contained: false + chakra: 'assets/remark-latest.min.js' + css: 'assets/slide.css' + lib_dir: libs + include: NULL + nature: + ratio: '4:3' + highlightLanguage: r + highlightStyle: github + highlightLines: true + countIncrementalSlides: false + slideNumberFormat: "%current%/%total%" +--- + +exclude: true +count: false + +```{r,echo=FALSE,child="assets/header-slide.Rmd"} +``` + + + +```{r setup, include=FALSE} +knitr::opts_chunk$set(echo=TRUE, width=60) +``` + +```{r,include=FALSE} +# load the packages you need +#library(dplyr) +#library(tidyr) +#library(stringr) +#library(ggplot2) +#library(mkteachr) +``` + +--- +name: intro + +# Introduction + +**Why do we need statistics in our analysis?** + +- Make data understandable and insightful. + +- Evaluate patterns and trends. + +- Identify and quantify differences/similarities between groups. + + +-- + + +**Types of statistics:** + +- Descriptive statistics: To summarize and describe main features of a dataset (Mean, median,...). + +- Inferential statistics: To make prediction or inferences about a population using a sample of data (Hypothesis testing, regression analysis,...). + +- Predictive statistics: To make predictions about future outcomes based on collected data (Regression models, time series forecasting, machine learning,...). + +- ...... + + +--- +name: Descriptive +# Types of Descriptive Statistics + +Descriptive statistics helps to: + +- Summarize and describe the data. + +- Visualize the data. + +- Identify patterns (trends) and outliers in the data. + +- Provide insights for downstream-analysis. + +--- +name: SomeStats +# Some of the basic descriptive statistics + +1. **Measures of Central Tendency** + - Mean, Median, Mode. +2. **Measures of Spread** + - Range, Interquartile Range, Standard Deviation, Variance. +3. **Correlation** + - Relation between two variables (e.g. Pearson's correlation). + +--- +name: Mean +# Central Tendency: Mean +- Mean: The average value of data. +$$ +\bar{x} = \frac{1}{n} \sum_{i=1}^{n} x_i +$$ + +```{r Mean, eval = T, echo = F, fig.width = 10, fig.height=4} +set.seed(123) +par(mfrow = c(1, 2), mar = c(5, 4, 4, 2) + 0.1) +data <- data.frame( var1 = rgamma(10000, shape = 2, scale = 2) * 12, + var2 = rnorm(10000, mean = 100, sd = 20)) +hist(data$var1,breaks = 50, main = 'var1 distribution', xlab = 'var1', col = 'skyblue', freq = TRUE) +var1_mean = mean(data$var1) +# Mean +abline(v = var1_mean, col = 'red', lwd = 2) +text(x = var1_mean + 10 , y = 700, labels = paste("Mean =", round(var1_mean, 2)), pos = 4, col = 'red', cex = 0.8) + +hist(data$var2,breaks = 50, main = 'var2 distribution', xlab = 'var2', col = 'skyblue', freq = TRUE) +var2_mean = mean(data$var2) +var2_median = median(data$var2) +# Mean +abline(v = var2_mean, col = 'red', lwd = 2) +text(x = var2_mean + 10 , y = 700, labels = paste("Mean =", round(var2_mean, 2)), pos = 4, col = 'red', cex = 0.8) +``` + +```{r mean, eval = T, echo = T} +mean(data$var1) +mean(data$var2) +``` + + +--- +name: Median + +# Central Tendency: Median + +- Median: The middle value with the data is sorted. +```{r Median, eval = T, echo = F, fig.width = 10, fig.height=5} +par(mfrow=c(1,2)) +hist(data$var1,breaks = 50, main = 'var1 distribution', xlab = 'var1', col = 'skyblue', freq = TRUE) +var1_mean = mean(data$var1) +var1_median = median(data$var1) +# Mean +abline(v = var1_mean, col = 'red', lwd = 2) +text(x = var1_mean + 10 , y = 400, labels = paste("Mean =", round(var1_mean, 2)), pos = 4, col = 'red') +# Median +abline(v = var1_median, col = 'green', lwd = 2) +text(x = var1_median + 10 , y = 500, labels = paste("Median =", round(var1_median, 2)), pos = 4, col = 'green') + +hist(data$var2,breaks = 50, main = 'var2 distribution', xlab = 'var2', col = 'skyblue', freq = TRUE) +var2_mean = mean(data$var2) +var2_median = median(data$var2) +# Mean +abline(v = var2_mean, col = 'red', lwd = 2) +text(x = var2_mean + 30 , y = 400, labels = paste("Mean =", round(var2_mean, 2)), pos = 4, col = 'red') +# Median +abline(v = var2_median, col = 'green', lwd = 2) +text(x = var2_median + 30 , y = 600, labels = paste("Median =", round(var2_median, 2)), pos = 4, col = 'green') +``` + +```{r} +median(data$var1) +median(data$var2) +``` + +--- +name: Mode +# Central Tendency: Mode + +- Mode: The most frequently occurring value. +```{r Mode-plot, eval = T, echo = F, fig.width = 10, fig.height=5} +par(mfrow=c(1,2)) +hist(data$var1,breaks = 50, main = 'var1 distribution', xlab = 'var1', col = 'skyblue', freq = TRUE) +var1_mean = mean(data$var1) +var1_median = median(data$var1) +# Mean +abline(v = var1_mean, col = 'red', lwd = 2) +text(x = var1_mean + 10 , y = 400, labels = paste("Mean =", round(var1_mean, 2)), pos = 4, col = 'red') +# Median +abline(v = var1_median, col = 'green', lwd = 2) +text(x = var1_median + 10 , y = 500, labels = paste("Median =", round(var1_median, 2)), pos = 4, col = 'green') +# Mode +density_data <- density(data$var1) +var1_mode <- density_data$x[which.max(density_data$y)] +abline(v = var1_mode, col = 'purple', lwd = 2) +text(x = var1_mode + 10 , y = 600, labels = paste("Mode =", round(var1_mode, 2)), pos = 4, col = 'purple') + + +hist(data$var2,breaks = 50, main = 'var2 distribution', xlab = 'var2', col = 'skyblue', freq = TRUE) +var2_mean = mean(data$var2) +var2_median = median(data$var2) +# Mean +abline(v = var2_mean, col = 'red', lwd = 2) +text(x = var2_mean + 30 , y = 400, labels = paste("Mean =", round(var2_mean, 2)), pos = 4, col = 'red') +# Median +abline(v = var2_median, col = 'green', lwd = 2) +text(x = var2_median + 30 , y = 600, labels = paste("Median =", round(var2_median, 2)), pos = 4, col = 'green') +# Mode +density_data <- density(data$var2) +var2_mode <- density_data$x[which.max(density_data$y)] +abline(v = var2_mode, col = 'purple', lwd = 2) +text(x = var2_mode - 90 , y = 600, labels = paste("Mode =", round(var2_mode, 2)), pos = 4, col = 'purple') +``` + +```{r mode, echoo = T, eval = T} +mode(data$var1) +mode(data$var2) +``` +--- +name: Spread +# Measures of spread: Range and Interquartile Range. +- Range: Difference between maximum `max(data$var2)` and minimum `min(data$var2)`. +- Interquartile Range: Data is represented in four equally sized groups (bins) known as **Quartile** and the distance between quartile is called **Interquartile Range** (IQR). + +```{r range, echo = F, eval = T} +# Sample data +set.seed(123) +data_quartile <- c(24, 30, 33, 45, 47, 58, 60, 66, 70) + +# Calculate min, Q1, Q2 (median), Q3, max, IQR, and range +min_val <- min(data_quartile) +q1 <- quantile(data_quartile, 0.25) +median_val <- median(data_quartile) +q3 <- quantile(data_quartile, 0.75) +max_val <- max(data_quartile) +iqr_val <- IQR(data_quartile) +range_val <- max_val - min_val + +# Plot the main line and quartiles +plot(c(1, 9), c(0, 1), type = "n", xlab = "", ylab = "", xaxt = "n", yaxt = "n", bty = "n") + +# Main line (the range of the data) +segments(1, 0.5, 9, 0.5, lwd = 2) + +# Draw vertical lines at min, Q1, median (Q2), Q3, max +segments(1, 0.45, 1, 0.55, lwd = 2) # Min +segments(3, 0.45, 3, 0.55, lwd = 2, col = "orange") # Q1 +segments(5, 0.45, 5, 0.55, lwd = 2, col = "red") # Q2 (Median) +segments(7, 0.45, 7, 0.55, lwd = 2, col = "orange") # Q3 +segments(9, 0.45, 9, 0.55, lwd = 2) # Max + +# Add the values on top +text(1, 0.6, min_val, cex = 1) +text(3, 0.6, q1, cex = 1) +text(5, 0.6, median_val, cex = 1, col = "red") +text(7, 0.6, q3, cex = 1) +text(9, 0.6, max_val, cex = 1) + +# Add labels for Min, Q1, Q2, Q3, Max +text(1, 0.4, "Min", cex = 1, col = "blue") +text(3, 0.4, "Q1", cex = 1, col = "blue") +text(5, 0.4, "Q2", cex = 1, col = "blue") +text(7, 0.4, "Q3", cex = 1, col = "blue") +text(9, 0.4, "Max", cex = 1, col = "blue") + +# Add the IQR and Range arrows and labels +arrows(3, 0.3, 7, 0.3, length = 0.1) +text(5, 0.25, paste("IQR = Q3 - Q1 =", round(iqr_val, 2)), cex = 1) + +arrows(1, 0.2, 9, 0.2, length = 0.1) +text(5, 0.15, paste("Range = Max - Min =", range_val), cex = 1) + +``` + +--- +name: Variance +# Measures of spread: Variance + +- Variance: How far the data points are spread out from the mean. Unit is the square of the data's unit (e.g. $cm^2$ ). + +$$ +\sigma^2 = \frac{1}{n} \sum_{i=1}^{n} (x_i - \bar{x})^2 +$$ +```{r var, echo=TRUE, eval=TRUE} +var(data$var2) +``` +--- +name: Stdev +# Measures of spread: Standard deviation + +- Standard deviation (sd): is the square root of the variance and provides a more intuitive measure of spread. Despite of variance, sd has the same unit as the data (e.g. cm). + +$$ +\sigma =\sqrt{\sigma2} +$$ + +```{r sd-plot,echo = F, eval = T} +var2_sd <- sd(data$var2) +hist(data$var2,breaks = 50, main = 'var2 distribution', xlab = 'var2', col = 'skyblue', freq = TRUE, ylim = c(0,1200)) +abline(v = var2_mean, col = 'red', lwd = 2) +rect(var2_mean - var2_sd, 0, var2_mean + var2_sd, 1100, col = rgb(0.9, 0.9, 0.9, 0.5), border = NA) +rect(var2_mean - 2*var2_sd, 0, var2_mean - var2_sd, 1100, col = rgb(0.7, 0.7, 0.7, 0.5), border = NA) +rect(var2_mean + 2*var2_sd, 0, var2_mean + var2_sd, 1100, col = rgb(0.7, 0.7, 0.7, 0.5), border = NA) + +rect(var2_mean - 3*var2_sd, 0, var2_mean - 2*var2_sd, 1100, col = rgb(0.5, 0.5, 0.5, 0.5), border = NA) +rect(var2_mean + 3*var2_sd, 0, var2_mean + 2*var2_sd, 1100, col = rgb(0.5, 0.5, 0.5, 0.5), border = NA) + +text(x = var2_mean - 1 , y = 1200, labels = expression(bar(x)), pos = 4, col = 'red', cex = 0.8) +text(x = var2_mean + 5, y = 1100, labels = expression(bar(x) + sd), pos = 4, col = 'black', cex = 0.8) +text(x = var2_mean - var2_sd , y = 1100, labels = expression(bar(x) - sd), pos = 4, col = 'black', cex = 0.8) + +text(x = var2_mean + 2*var2_sd - 15 , y = 1100, labels = expression(bar(x) + 2*sd), pos = 4, col = 'black', cex = 0.7) +text(x = var2_mean - 2*var2_sd , y = 1100, labels = expression(bar(x) - 2*sd), pos = 4, col = 'black', cex = 0.7) + +text(x = var2_mean + 3*var2_sd - 15 , y = 1100, labels = expression(bar(x) + 3*sd), pos = 4, col = 'black', cex = 0.7) +text(x = var2_mean - 3*var2_sd , y = 1100, labels = expression(bar(x) - 3*sd), pos = 4, col = 'black', cex = 0.7) + +``` +--- +name: correlation +# Correlation + +- Measuring the strength and direction of the **linear** relationship between two variables. + + - Positive Correlation: As one variable increases, the other also increases. + + - Negative Correlation: As one variable increases, the other decreases. + + - No Correlation: No directional relationship between the variables. + +--- +name: Pearson +# Types of correlation +- Pearson's correlation coefficient: Correlation of two **continuous** variables. +- Assumptions: + - Linear relationship. + - Normally distributed variables. + +```{r pearson,echo = F, eval = T, fig.width=10, fig.height=5} +set.seed(123) + +# Generate data for perfect positive correlation +x_pos <- seq(1, 100, length.out = 100) +y_pos <- x_pos + rnorm(100, mean = 0, sd = 1) # adding a tiny bit of noise for realism + +# Generate data for perfect negative correlation +x_neg <- seq(1, 100, length.out = 100) +y_neg <- -x_neg + rnorm(100, mean = 0, sd = 1) + +# Generate data for no correlation +x_none <- seq(1, 100, length.out = 100) +y_none <- rnorm(100, mean = 50, sd = 20) + +# Combine all datasets into a data frame +data <- data.frame( + x_pos = x_pos, + y_pos = y_pos, + x_neg = x_neg, + y_neg = y_neg, + x_none = x_none, + y_none = y_none +) + +# Plot the data to visualize the correlations +par(mfrow = c(1, 3), mar = c(5, 4, 4, 5) + 0.1) + +# Positive correlation +plot(data$x_pos, data$y_pos, main = paste0("Positive (r =", round(cor(data$x_pos, data$y_pos), digits = 4), ")"), xlab = "X", ylab = "Y", col = "blue", pch = 19) +abline(lm(data$y_pos ~ data$x_pos), col = "red", lwd = 2) + +# Negative correlation +plot(data$x_neg, data$y_neg, main = paste0("Negative (r =", round(cor(data$x_neg, data$y_neg), digits = 4), ")"), xlab = "X", ylab = "Y", col = "blue", pch = 19) +abline(lm(data$y_neg ~ data$x_neg), col = "red", lwd = 2) + +# No correlation +plot(data$x_none, data$y_none, main = paste0("No Correlation (r =", round(cor(data$x_none, data$y_none), digits = 2), ")"), xlab = "X", ylab = "Y", col = "blue", pch = 19) +abline(lm(data$y_none ~ data$x_none), col = "red", lwd = 2) + +``` + +$$ +r = \frac{\sum (x_i - \bar{x})(y_i - \bar{y})}{\sqrt{\sum (x_i - \bar{x})^2 \sum (y_i - \bar{y})^2}} +$$ + + +--- +name: Spearman +# Types of correlation +- Spearman's rank correlation coefficient: Measures the monotonic relationship between two **ranked** variables. +- Assumptions: + - It is a non-parametric approach and does not require the data to be linearly correlated. + - The data is not normally distributed. + - For both conrinuous and ordinal (categorical) variables. +```{r spearman,echo = F, eval = T, fig.width=8, fig.height=4} +# Create the ordinal dataset +data_ordinal <- data.frame( + Satisfaction = c(5, 4, 3, 2, 1, 4, 5, 2, 3, 1), + Performance = c(9, 8, 7, 3, 2, 6, 10, 1, 5, 4) +) + +# Calculate Spearman's rank correlation +spearman_corr <- cor(data_ordinal$Satisfaction, data_ordinal$Performance, method = "spearman") + +# Plot to visualize the relationship +plot(data_ordinal$Satisfaction, data_ordinal$Performance, + xlab = "Satisfaction (Ordinal)", + ylab = "Performance (Rank)", + main = paste("Spearman's Correlation =", round(spearman_corr, 2)), + pch = 19, col = "blue") + +# Add a line to show the trend +abline(lm(data_ordinal$Performance ~ data_ordinal$Satisfaction), col = "red", lwd = 2) + +``` + +$$ +\rho = 1 - \frac{6 \sum d_i^2}{n(n^2 - 1)} +$$ +--- +name: closing +# More on statistics? +- We discussed about very basic descriptive statistical measures. +- You can read more [here](https://nbisweden.github.io/workshop-mlbiostatistics/session-descriptive/docs/index.html). + + +--- +name: end_slide +class: end-slide, middle +count: false + +# See you at the next lecture! + +```{r,include=FALSE,eval=FALSE} +# manually run this to render this document to HTML +#rmarkdown::render("presentation_demo.Rmd") +# manually run this to convert HTML to PDF +#pagedown::chrome_print("presentation_demo.html",output="presentation_demo.pdf") +``` From e122b1b197617bbc5647df099d3f2dd5b5a39001 Mon Sep 17 00:00:00 2001 From: Nima Rafati Date: Wed, 16 Oct 2024 13:29:42 +0200 Subject: [PATCH 03/10] Upload images for programming slides --- .../Data_Information_Knowledge.png | Bin 0 -> 123620 bytes data/slide_programming/Data_classification.png | Bin 0 -> 148357 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 data/slide_programming/Data_Information_Knowledge.png create mode 100644 data/slide_programming/Data_classification.png diff --git a/data/slide_programming/Data_Information_Knowledge.png b/data/slide_programming/Data_Information_Knowledge.png new file mode 100644 index 0000000000000000000000000000000000000000..f9d4c6968b0a76794e079b27455c5cf1ad59336c GIT binary patch literal 123620 zcmeEuWmr^e_ctje2!aSGA&S!7IR>a8Avkm+F{E^tpa=*UbSqLrcY`$2f^Td`Aa zR?cBLbvSj@Dzr5yuw2e}1}R%mg|^vk61josndq2H^m=ch9lt3FJ~HX3J71>0WwvK? zW+s(e@4~jNqb&wRZk)+CS@q~}zaktZB%~G@3Hv6mcSP-nTiaJYxAEP0NrLoA_*PF7 z0Zw8exfUFg4u8y1E|R@kM=p}H#ekKZkaXz@>p3Jr?-t^CB*@##{6Z10A5UDer!uA) zT}8*lA+Tv`R&5mBCaJ2sbNcPegjJ4Lk-p1nO_Ho7kDT1haZXZMjm^ zALTcn{;)vy^x11!(ZjKZq-T+RW$W?ovcy-Oc($^~2#|}kB%eJ>Qkr^bU)#nWvPe!F z6+v*8v+0AAMlfeU=sCWoQpT8PO2kaKA?ZPktJWOV z0`S5nQ`eupFCt+{W`5-tJJv#M;XH(Fb8Uq@?^2~ZgaUq{0f8$88} za#a(_Q4`%QG=w3#|5=Z$R`j!&SM&)SFE7-^<)B@Zuq^fq@?%1h+p?arw!0Zo?uEa& z8+kPv?Y%A1=nB7Z)Z_(XWrmTnxmFhoIa+ zNptJISt~>L0C~~N@Qp@nXS?VO*(cN?uT!!2XSmj}#44|ZVjERGT@egL<`{$Uo>fOn zeBU(cRERWuI;6U5g`g0t9CO5NZ`5TQUCHg!_I3L8t5)c{ti@PE{^d_7AOUd| z+6^SQ&q?b@tE+0XWm)+`Z`>nIIAw`#N!sZ}T2)%DoyD0-&`mHO;8&fX6{5qVwWWC> z>wKnA@AU;VJTJN0urXEhH@w_Z&lzeKtH>*(>Nh?=eMGs!Zf8=8JA9rp;QVOMSksF2 zw&k|^KC8h7J0yIyzB-`Tor*6=XeLzH^%#yR$L+;pGlROLwS*U*vC@6uYF!y!6Dt1f%-T`a8w z5ev3gcC^I{i!kulqT~v)53=Qa&8Ngau+cZ1UB;=YrcU&miaVUtgz0)50xy6j4)g|+$H=*i&}UHXML`LGKDfs zc_6P9=4U9EJCwWAKakgEB$CMRF>L*`17BH`aC+RE@r=tK`!YJ?Ig*XuU5GD{D!9Lu zMR7miO-O2iT85;Vs)mY)qU#fvvO`qV$H>)GU7Cs4y(%4VUalso#(moI^s*Se7-O7M zoI~90x`#Tp%9Z<6bQQ^S9SqV8$TiDai@SF7 z{E~6&6FR2ynfkhWZ1PNe7a0UN1fqx3OB^?e_B8i!H%&G*E?y+Rg@=n5=fCUk?O#H^ z%%1d|weD&i^xE^+iJgXt98#1~t*nQ_MO9F6W@S5Q;PpLgkT z;VD*mJ0M)(VoPqD@0hnIcSh(;`fa~@)=tl`I>9QZS=c1qs^H|#a8sXAd=I)=U_p%S zOWTlux6*;qPud7I)JBL#97fDV94jVW&hN7wx*w_>EN62nU6f}s5`535sS9zWqGP4b zq+Wr&fW4qi;v&Jr!yG2wr>&v7h2L=z`-ak+fg6-wq)(V|_NXodKibc(oR z3`MvL?SYEeJu#iD!W?XCxsdxWm<=@Gd7QSefcATev zQ2X6atWjL`ct|zCRKmV@Q_8BEn!H&fR~7xdbgQ9(4Yqj|98R2WqSJ??TQ{BG7{5tc zSvnPh3l(|mI&svS_t9oN-A}`}P_)N4&8Nvn#O$+i@!{(Y=}8gifymOLl$tjWmx&jM zD}x18h6*T{p|mY5KM~@_GvLd9MrQvU4f~lS*|%4%3-RgcaV& zuR|T=xtF?o%gnd-ga(Dm9ECQyAHd|#DLD7nkJy@3j2tEyR?lUl_M-M-M3X-k?)}0s zKHX227ydb%#S6`A_ly^%X@+%bT3TlkL$cRA%|_hqv;J0;8^Zk^njbSOUUn-woxb?` zqT`{&XBJz33<@)WO5Tr;Iz}g!E=Jz>=~%(bMMto`xqYh==JSDu}+tdTcI z3vOGG>CR_~XE69YSPmO@$Jb;kIaYJBwHC+v2_jx{#FfVlwVfBHbhzZi#wWj>SQS&E zK~^ES6H>1cHJ&woGvii9dD-x~*hb5n0voe|t5sK{OPic{cFJcw=DeyYNht+{Yn{lV zn|Ge?sUFr&NX+-V&j={jb=kZ6(6_fU4GG(vmygt~#|w$79vL!w%B}EGLQFKb!4#!t z_bP$9V(Nbcv6k|2Xf=GdzSa2lU=q|CImPx_7{v%=1ej~QPO4_N!8 zGijh7!Z?KXZLNoVJ!JVHEzBxuJEE=_c;w5aS%j7=^1?S!b0@8Ad5 zh>uyQsg7^4G7_Rzl$4>mX=b5I#m&sh%t|ecO+`f|Xz@^wU-p*RUyp;ogs2UytRC^R zu-Mw#GTU-6n_1|yu<`Nnv9PkUu(LCPJD4o(O|7)-m`p7%e;wr8IJa~ybu3_ytYBuQ zRETl4w9Txogs7VQfK`?_3kcp3k8qM?!)i-Mw}FfgSR~5LO^LG)iOz z=L#bVvO7MN_ftuXv+|eNULyCQiE<*}8y(dm{Um}vmKo<=2zl&(_Utn)F%p6(Qg5ag zygsLm9*SXJd5e09ky`5m%9VzzRE~!Sj=Sn`^$Mxt6pd>K#UfjgQ_!K}E%~lQ`b*Bc z16%2NrA1esAR(imVd7Ik-2UaFpC;3$MA_)xzuot3EE?o71{Re6I5;*Yrp7r)=YL&H zmBR3U92k=bAHSU5Edl30-tU=Fiu#|(fr(E`MdbuVl05(4$OkrPkMWH*|1yIN1hNfB z3TOV8+rF_3zkC(%KQIt6d90h;3KW@B?LRJr%4w4P-zDRCFbFd8SPF_k@qb(hWV=z| z+xq`y26q&cDh2d*t4sgwez%n%+y5$~=xCl9*s-%W{^R{)49owbB;V=!N1(rx0$ltN z=##ShN1%T)#(ymINt^k{LjPop|5)ggAm9(=IEfYhK#rf#$REh@2XdUGz#qtQk^+Aq z$4?aa136Ao;1A^Zi2{Eh$4LtOfgC3(@CS1IM1hkI_fMANq{ID_<@m|r{>gHjbhv-A z96veSKUt2G4);%%bzmVTvGVEJ7=g(G9x z;qE-l1DE@bz*3>k+)#<_$FXk3io(P58cu9!1;Y+7U#5ITou088gjr};MA0iZOr4%I z#QKL(f2c}(Jem~$?7Q5xR)NH_&3*=43PE0S$Av7lx!ryXHU)Ki-F|~OzYaHKRN0Yo z=g!;0t1t7dI-ed(*A;M9{re55NsX3m4NEMS@0q@t_bF$)@H*Q8P2FKOe$ZQcGf9jA z=REVhrVy44)y>D~IP?SD$6R{f2o4zK6UIq?OPdtvsI=>@92xH;O=bNkYuOC-GT923 zgN{f(%YG|do)ITYGEM`TWDQ2gf)7_C-pyxJluJ5uQU3+DhzP&|_uGUsznvnAI@9jU z=Uju2ZyS3hLYO6`1;5|3yR|GXFS!BJjPp$XI%J2ap?hY`HNsebd+08o_}&wXQ2bKL z0$-21c@xf`V@kK71`{vFOk*#VZ1MKij7t zBWYIpMQqp0b=zy*{ftvA^J#>v!xm^Hg5TNM?rzM7lqN@uh{!dRKIQZCozacMw1f!Qp4$b zxIY*q7CN;%pJ67~P7_RDx{%$}p<-4B#cmjURE-Pk&D5g1!LOiZ4c+Z=J?ODII@p@7 zqXbH`+i+X>RjbI+{`$uN7f#z$CV{o77KsoI7ki)hvzKG#)J~lyk-^rgc)$r1MnE%V!?>Z?3a2mId` zr+DPyMhazwZ(?S)R;te=+78<%5)u14_8MiB!6S(KD}dSQ45X9mU@91VrS5vLF-T(W zSF)I|@yt>^b=kW_8cSMeM+Bz-UghGtUmx|{Ts?UfBN=EXsId4}} zwvrpQNhuz#CyFpVIjl{ni*-xk)o5^WnE_rw9=F`Ansz?D_ zQy*RA92&jC;)z!h;%_qV$BF5liEne+%qcRz{GRAia!`xQIrn#SXA{_NergOJO2IRz zU44GAyOBZxSKB*Ump%&AYm1JWCzMzrw`#v0uZyo!RH<0S5=`BEDoOi8t>PwIFwUTP zJ-OvUlR!rKt|6I_gO#pcj)k*R9pC3&o$eIYfWCO2;LtDhC|Z3T6|P6?J8iDzL}m{X!n!XiCA}D4>)26ZyWDZsm*5%pwBl9PDz(eE{hMt})@+(N zH`ij01bc*oZ8&^zsF>`pl`1VbBfPEYV{S8SKRx)Rb@M}1 zGaf>(K8b>gHRk81ep{mzn}b%q@`U9bPzx#^C&ufxJCh;PbNt1G90o(c7{*U7X6w}6 zyA`5lqm&QNb*{$c$xZV03H6?1(AW`Q>Qy#MgJKia^0JNJ&#%eCT;AU-sE|a(z-y)u z4-j0vQ@lHuVrh*4AF%FJW8LPnUH$i@@`5iiZmB74!@INIy2tZs6h;EOJt-F=eEAV^ zj?5y^w4&YKK1~nYjvxhfCG26{Gg2|aWkl+Y-L;!wsHm&b(UB>51C$3dx8q5ZwM#Af zw7keWo|AHP6qIkISwJI1mP?k)RR@5FD6sNx;TaKBpcJ?kWhKi$mlS8Q(bc0U+}kHS zxwef^Klfd1%>O1^qbba6aqW%4`zfXs@B@TFrPEWN1CXdCA*)8yx=`=S=UT1-G2SG8 zMw^*8Ucq`+@V>F-psf87V3$=mi`F|NR6ar5AREAR#Fs1;r-+s$B}K#N2WDIkr(I@W?r&@E-p>*70_B;vDOTJxooWuF(_=MEt4Y1qj%lv1S~I8-uO zUWU$J)P6p#K)i|J(8R3PRRcI^tLZ4)^dy5}IG)oaUcOeMLtPRA4MaJuegMGnVZ#d| z4ydj~nl6zJUHzN|FgH+zyk1HX7bk?Z@!jpF*ZxpttfaI;-)~Ypo6t8!SEVBn%=n?J zR_gz_TZlf^Mc4f=bin~l!HTOH>P>iJnfk9Kxj*1(SUQ45w|3nI0-UN!5Zo9HG&cCI zv4nSDDO}&sXA&*OWp`F}3wTfgs74!Dey9}`hj9G>}B0&$UWzt z20{srp7hHScy*8fp-n~8Qh*Y5ESz?q; zqu+S}0`A7vOd_q^(1SS)k?rg8i~BokopRDbLBiXWXXNKh%Qm_jZHzBEtyI$KeQ9hx zYuzcyGudAwWlfc$QQ?Askxc!0iEsH;t+s}26BU=Tm?qzNQ8aR;aIHZH9rHbP(4ywl zvh=i}hS`Vx3+xP+sllp_4{co>-GtVPjQKV8f;Mbb4>;L*`bx z#=Iz_yVXm!tHjxEDyH?p;UV0NF|N>P@&J&n(G;r)P}5Q*1npfcv@e$VHf$M_sFm~Kki1{C^d(bjUEkYwvq=$sX$<1 zBhFh)Et+{dQxPF45;1+5&}Me1kne-rAs1Eijg??FNrQI3k z7X+dfJ3o8UBVv(QQ;=bRUx;`ADKPmdLkkEobI)DTX1S3egR#XXNT{tjj6=>-qm_63 zx$y>BpUcSJaL?z`jM7zc-{K(X1FwR&CTTQ_+Ox$s@%XN&0do^Hrq>by` zK!k0$^+?4yOO#B&#yDNWv(sT?E@;?gZ&CaJfdCq9gm^v+vh8(woDmMaz+F0Sq&pdD z*-G~$7d`+)c4KGZI9NCU!NQzA?8ezzwoI$;?jVUoKsf_4GxAL22rX z0|$Fs(!eySGq0~VbF}5o^J|m7pUWQi7m!y7+SHk?G~S-ea6K^cLF!Hv-bj8>HZfX> zL8(f5*Go6OJhM{QE(xsseqPJbUY!8R^J-T26ZC5J^!HMEUo#>0lT_fQ zi!uMNF*%e}Z%0bGcK+$J8IWb!NTI8cD!=k4_ zQSbO~SptoUN2rIc8h!n+^VZPd^9SadIW61_&QLO4ZtfAMwOpV^4-I8~bWssW0tz5@ z;s<*GMCJlJ58aF#$<(T*-^(K4P#4u?D6!H&E1@2R24o*>4op8q1Z15OEM8$~8}?q+qgg7~L;@?K$Z}dfyspC=k;j_dX^jyPIRN3iLO8dHaxsVlJAppz ztwKxzt92dza+ovyp&FkkifdF5AjWpl7bj~I(STB-IN6b2hcrQd9WGUaP z_=>q^gaYK`6HnemldlujfSJ5ly4E@iQUub8(GG_EyEAc}6pjlosUy3(JNkr8%J3GC zO^!22t1Yf|g#XS-MMS8kJBEQqQdY1C-&#F1VBJdVa3UrO7=*Kv7AFOzZH0SLt z=!--QEH_9o;`D)_U=W|+tV;I7yXomOtswg`Qsull@qtdS*D!6rsbXJ(e>&1qSzz$3 z3j&&SF=>7{y>C1DVl?B8crn&<)n~3189HcrDfgrPxo7WI@c}eV1?zVe%xMNU+3J@P?_tng~ z^#D^9DJ8r!(XnyM4W34$mx#S=Y`;C`)w%s;T%w7$?hEUX-MF7bj#h260*KK~X8RDB zY!)OiO!AFPOLCkouH_s@;?{&S(1MqzZ~cx8NbX&X?I6X*2@t`0R)903=nPyn8jMH8 zajBNwvnxj?XuxV}8e}(*lTsikPiuq?gS?CEBZJZR?(wlwXbHqj%7N5&8|^pG#M_QI z7j$rQcdOYB5sl}@*PMo~O}AzAS+&PrPjkT2Q4~eRn}e+(>K1Dg4tv{{IW*$edmMi8_71k`sJb5Ps zos~cmb4%&A2rP5h5ZBo2@9E&F*l7{p3o@x$P$t+cnN5h0?@sN~F%JN#FatWPf{kvK z>3-{c>7|D@$A*9zCGAKfnYsGHzX4{JN8L*L@t9|!A()>YcsT)&-hD`_A9-I{k2(0Y zk#rwmb|>&DG5v%tK1xw=55Y-G3V`7!TZm%_ntfL8r^$kC<&0C>4w}z`z*oX?F;5}C zxMjeL(#0;tq(@0VO4eWzpaoc-@?2n zk`FrQ=GMk4L!`7}1w%GXT=oD{g$x8lxg6|H&h@jq6lvICRbwvY606e3XaX2Nd&YJ9 zCTueenDO}BK+PS+jcG)xs(f!~IRP9jUB)G0jon=l-x@DQ=r6GZC*)PQ44hm7DjsjF)uCclw(4i0RH*jdY6<3|E4DMw zF8k9mS@W8IuHl4rytAr3rx2(|Xk=(84zlO8&b1aEeOvseo{?t4L&6!)42B6$TK<(R zz)S`GnV_Zh zwg)0FZMt^WgF!%J&{kE$(}B93s3#Qnd0zKce2BXEmvc>PPi$3CVUu5c9D?`i?PEX) zy$(EJNR{|le}UNu(WNAC{1PJEWHPWuy4=3(vQ^U2Ywo9Y);$$77>belxy+Y)EU$%o z;FD9n7rBk%?nZ{IT9GFrC>2_Hj|u~spwv%!`2=s$6rZxIP=^-mEtTk}7@FD!OSimE zK2ELJU}0+H`AX>g7SaMlm5dT$lCR|OrS?2Sfh+i(nBlUK5_Aw`qH5W~HCsa{-OS}3 zR^Y>25qhEFIJ1??hTMdg&gO9K>JO6tlLdDdBd}X*;jyetDO?Kukea3oBC?`{tkYv4 z1s$I9)dTol14hlRt@+$_l%m<9OLz&njx?Z<5(WJwhL)k7%hOyK17y}e} zXFk2eG`;nBeVoxCpE54Qq3~~wxkivt9m+k$rBsC6FHt7 z(pMB9X0`&veusKSkQLz(XF+12X+sD&ev7@Y)`|_iTX|TOY^_7>_eTu?s46<6&B2v~K1e0n0tSX&vKjzR$1SR>5P9k`JohQjrKqUedE3^i5F?Uk`vaQeYg zsyh1gf@x^^YEZ^I9G22d-;v~|%YZfR`Pg8vG}(TFe*nlQS?8|jt{-iGRn2*$YZgF5 zacOY&NiWGgY&Xtnv(RgWu(9RNd+FI_rx0Mfofp_LzqM3Vx)aO!ClqdV$sGZGgaF=y zeRxF^50Q6bR>^1FnC-lVOU9YB+6A)ExtsmO33E3BTI0V4omC3fah&-7GVov8FLW1@ zn}1EnWJ~;CX!Uh*kRe2jCkCVX7lrtXSPrj%6iGYuF9rS1W`AF)dofVAF24@QKT+a; z&DHu9&>I}Ro;$?weT3g$SQCQd;(rUrzq5JfE?|++EUZM~zwLGIDmeS)5l8(uLHWAG z_Sb-r4jr8~8UJmspCm!NVj6hrw`ZQ;Sr~f_5OU*P;-b3iY1o5r?*jOJwD(PzlOh1m zhG=nr4=BG88X|obzkKel^g!8f&%D14P9?(wcvgI$?Ad=4i0CW8w7rhbccl3~!tX9X z#^wJg{M+z9!vDXTg%5xjdsn$5|iTFS{}c&J=xr$oOTvh48j^R#$` zZwMoU!p@JA!AvpqU9-*ti$mmty`X%I&5`VNKJDd77-Y?6;mqKanRQSdcd_St<)#RU zkixU)e{Ho5ydY>PdTsWsLqfJLbdRi;2Qdads>uD&Pd^$NJQyxzu>{>SE~lAMPVMDO ze%6FTD~3-pipOqROZ-CDVg;}RtK~%^_!zL1t?REXM1Kzt`Wf)u8MRV3;avq~D^O=4 zKe6vR_P2{q_eYne`cn1U!eXv!u$4*1$+w+i&2$~kXH8P_hQOW)fYemq^b=Rs2p9_oqb9T(8~cWq7Q_c3}aIqBQBsf}?G{G)`PT zr>YV6OT=J8WDstDd)Dht8WWx3;n;o8G_inwk+3qjUuO7s3umR`p3mGueiR(-^kr7B zdd`#Q`ZkO6yQB!7c*jH%<}DJVj@+2|`S2q@ zwUk?!fEK8oeLD4@_*2vW9qC8D5vsNhnLp;!w&ntF4 zSDaMRO}r@~1;5uu#Fw5oG7?aDKaW@9}Py}Un!M;avXolz$7yW8|y z#kaVR1_V{8J*_u;<5~nGL}BCkE6@vXI1ymvo6-I0!UwD7jD0H!PuCecpD!n}A+hNw z3^-c21CDnrF^%r6ogKY7=g_(&7`g(rbtzu*`)Q0HOHI{sSC%-vo3_ifFB2L4{U%5b zgwGRNcJa;R`++S7fQj2Aj84$?$MZl~V{uW^nAq$-HK29`dMD;-p-G*oGJ;M)Qv zFBpdhryEZBdZi2Qm;2p?|NWw$_R&MjnYrPq6==R{zhGzA%oJ$`(TRN&mqR+61v-?* z6Q`IzozCa;AM{^=`d1$#;(u5ZmCUW!Zgvm0fv!MbX$jPVzU+nYHms)&KjBH+gV3nmx;S;@!<}l^8+AdhMn6EPzd8Th z%RtWzb`tJixpenUtWVhLTwGr1Vw`Ob2weD0dfK-EwJr&+eTs{?si;GCG&T1K1Nck` zC)z(s7a*@UivIJM@bn1#+mqc)9Exu;e;DXk6|5RY#oOdZdAW8UvKyVTG!Oi4Y{OT@ zdw)#$edezh{q&C}u+G18oEBDuQB*QCotEb{{;|9n8x(@~;hc;5MH=sU4JVLcjWwOc zLuL8XPeC10Ts+e+)=2dNEu$3e2X!41AZbYQ(nq4F0YKc*uT=YmopZl|@>t4z*0$!Lypt0d&q``^`% zcCeaU(!RUOQ74_Yu=UQ*y1Y--p#%5V$TIc-<%>t4%5q^r2is!>xvSCgeFZ)D%e2Wt!OeE+={fN>McIklauu?F8<;2w zPg4}10YyoO&P}(kGJ0pJqT38Xv$I% zgHxAKOiIZQ5%^hP$&D zvN`7D@vP!-$5Kq!S%X*offw>qJ568xg1M76hiP*(~imiPXvWQ8~oEpSi!6xa~qM&M0Cx zRoGOL_84&1IoI_0&kX&(`CMtL#|m3|E|(7$vUK`++`3P4%z*gWBu1iYsrF7Krlzjz z$2fsYSQ^%eiL>f|Q?_s0hFo`lA`zVMLE&D;dU>vWT?&Egk>rMWJnl(}$h}X6qWHyG zw8*Mw65~lmqjc}JZ_od2ku#OR!bK<-?I}_`1b~Bn?`xIyUw6seqAJg5U>4~m*RMER zPQR-6wFdR%2L3X3#V-LLByg2YGcO3q6#O{Vj>W-x7()4cSpeX)k5AIm$3v){y3B80 z{!X2rFWjFJ^8%C*G%o_*;pt@JQ5-vAaor#o=zvZf(n7`TjqhL#!2%f%xL2O8Kv6{m zLynI{{$XMK^!QCKjOy8`?9IR z0AQ=*qY6|2UE`7F7mlqfbqx!jSNC{DD1-?>srB?c@!MK z__0Og9T$g&ca`h007I&A0`)73ZI?XaUA^kJX!HZfJKMMNx>u(<+HFTa|IpME)J3=! z8=TVu+Y&+TAL9w7=kv!>EJo+_IrQVVkpphHL3FTh(WYE%I9q4ftUm)k9s{Bj3!5UJ zP5mM#QS#+z+tI8n+bQXi$de4R)vO|eU$9X|m1?irpG5cLK4~q+{9B>RR_7{2UDejk z*Z^Qu9P|EuOU?$CmUYGSoc}SW^f7BHx&rtQje;~z!HTEeK8>D~-G=Lz7A(E`!L^?h z?E#v<;Mn6vMwub=?i5Tl1n`@5$+=LyNg=yi+4}yF&9^l;Ubp3x=~_X2OZK8MAyuXx z+Gnq<`-l0AGb8yb5k<^;jU>WWAsyhYFP)ifGzbRfYGz8ETSS0wFzH5-!>u8^s)B7wb?&UpJ z{DL|FszHWKLZnSz+@4_nO5YMRcm)e=qA$ZCZ@!i5mzi5Kfv z>{@ix@YY%)f^RrABT!Tc30#U7pS|)Bb|0XW8Ts-G^3^L!WD*VxVVM`8v3GA7mNnv4pSi{b^>^6@tNeS4OWZAT!%GGEQDdmTOrhs9Cjlh$aC zjO-zU3m{XuS) z!e@^r5eS*hSEHzA1fv@7P}aWZFKgWX1pVn5HG;SP%W|Lhg2X_zir@ApRgPaxMujh7 zAJ`O@NTD`t+}k!c3Poe3wgdRK-4ackI8{-dbI(?Jf2I4hqR=$?qeO&Av=^d$Ir?J! zjDPPy{PGa6AD4xgdVZDdSoj7H+?A12 zLy-|ND%TuS(O1*hu7gH>OO3g2S)tL|Z-vgO3sd?7*Dtu^j)#p%n-olFGWK*O(F9*E zGMyq1Y6>7VBinJI=h5~+a>v7Z(B{Uq<1?E~w`MEqb*d-qt6t3zxntfBk%(g!qIH70 zJQn_i*?{m68-!xfPa+064GZm6~c32N^TpjMG=JatF&7!diIzHfg{h-E03%}&7$>@1he9D`=aZJ zH*M;=ub%asr2JfWnk<--asK$&2^mFAPP4h;fZ=@bL3zAvUoDSkM)5YPh5fITmI5Vb zx;f=EhtrJD2qSQD@5T11u9ggrPWVcjxuw{6qhY3+BH*0U@b(@{FvIsv(7iY~yt3yk z(No$VtU%+`)o}~=7os#Hk3zuztWTqn<}sF^Vk=33c6Ul>m)hGQ#!J6&>={S`8n5wV|=kAWp7lbNa=+msQA^IKjd0MDqOcS^PijhU|{!X5>y# ziV%oqf)>U4pDAT5wKS_*ZuYYIS?#0;A-Qu=u}*&Oq}TUTS|eM;C<^lZ3+g+#y>~l2 zptlV>I0O`Xf}q$+wK?n`<~TOY6et9$^dSU}XPC{nKk0WqKbO;e%dI(80e53tmC>Dx z8b8MXcp)Dg*1aw=`_ociHK6|rtKP(6kWJsR27Qp4-OX({j>yH3UnRNbF0necmNv3h zd*LM;^K^*W)P;-TzTkRQU_{fdhGrqspjJx#tY2-Z&H30oxGzz&#vb{^f6N)F;H)~p z(%`C+v+(=X`cY9pHf0{Noc@ukWI{9UR73I8cPUiuIcV9g8jQ;Os%^#gwi3rtEFh`o zRi`dUh+6T3u@o^!?evhJUC+Mj<`P=7&)mK3?SYml9|EOZCDo6#qlKq)SxpPCyuIvx zhm3lMg3CPYC1;2BS=4Y6bnVYnnA&HZg==m(#d^Gnd;Q`*@@p!l71G;E4?e|m4`C-g zdy9f{(4}JGQ@kf{Z3Z1WvX7qXwwU|GS5Z8eUcObfd>siH4IhH|MGJu>j$x}Ln<;*_ zQcA?f87GNE&U8aU5k2=vS}4gqX^GK6bP@B~&94u*=c4QilsH1qm-rvH;&p!VK+}jX z%U!tjeYoQ>PyC`9L|KBM;;Lfnzzm0Dii~9L)Z>fU?mmY+KpT`h)6K)^*O*Cyfr3c| zrhG{_^RX;~BOw7_^8CG(Aj>|*69fHi1}X;>KZYKD4{W2+S9>bULM5&{CU*KVjEHfL z2Lrz#R}gcUUfHHU+Y@;Gsa8JT4)ZiJ+ zxOShEa{TK;sOV8VcDKx*W;=Bqvb^NIfLh$n9eeOr<#+`9ArV9RH3 zIW+dn%h8lrjZ3>;;M2f6u|-9E%Nzyy`Hi5u`WmPNOMalB&=eOSOb-h0ZVWHlTaSWz zWEyGVop%epS)c%P0)MB~w)`?UcT7-d>BRfark|PN20=m}ydJTn*@|Qn#C+*1J0Y0p znB~}GqH#@NVUSQX`BcSAsHaZ9*jbxysy(lv+L1m28euwmduP_QKx2`OW@wH(`v2~j z>M_a^UH+h)ndqaW(^%g$06~%)jH8E+wFkEM+Pxl-uH$uxARcxf#oPz2O0S~?Z23hf zomSjaH7bT%EjB>YiY%zKV+;!Nu29Z59WvCf+y#|_>K&B^V$8PQ8n(+iq$daes%Sq^ z{&@I%DBdwI^!Xnj98+7Dp*>wq05(!yw$_;}cWrj4q~J6e=N*?756XsDG!lqj!5Q)TeJ|nNk3;1=--Jl`9RF+ z*bSP9AA)X?Y`qpTn2CvBvb>TKosh%&3m~})3HQRNg&a4Z_hm5n`T1FZHd&u&IYhmq zo=CWBt{F?|%3~#KiraoM&Mzcf^$02+(P5k;kwDH;cG za<_9MQ$PY1o-2`Aoujmix8|a4TCf!1=H#s5p;6ytcw_#LockL$J!RcSQ)JY+`Tc-k zc-|hpEwcOaqQlG^HuCP+WYCewpcj#D0O=a7^jI`jz!K;*-d@OQLs*bi(7kmjL4F{A zhsMshCtdBHfch3gg1P*EVABnT7bA%sZ^)U+ZzJeKn-7_8jY1S-zeF^DvL(8JdYy?- z9e?k>O;E5eZfR-R%pFypSzN3v#WzVb+m#YxJW@W?Dj&ZXHjCDRTrgz&deK%N>v^%0p|Jvo3- zac)7en<;LW%xQmRTz|~#h5_7%z1tnaV?CNhe}%4LGLX+Sd!64}Ghesi#ih*$o}k*@ z-}0GW#cCW{o`%cwAZ~(RlJNT%*@Q{W>126dg`+{^y^u)^Y%0E6}V<;HZ-3{vsPWdX__cpopgL`rUwoA{ISh~bz z_Mr45;nAM~ z8Ewb<<`iR_(KeTc7!YE0FIrFulm@=`{1^kuS64sDN#EUC8Y0}xLLiTS*z4QNkQJy^ zI?ZK-W}(n!>eS=y42&EScNTD)^fv(5p`9NVR9wuDu)i&a%{ro@PpoD;M2oHGubK?F z>@XM)6?r2BCbz^Hil(vtoYtbp(XrRtc?JZ505CMaySgA9Y3 z*-)FqNsU8MME^plNin;A>%}l(XNTrZo5lVQGaut75f$(gpp4e)ar!-)p)JsA5eC%& zgk;e;B@y?HArJ@}C_R=e8hwoOE;;!FUin;qUWyxGyK)Y^E0HkCgwgm{+9qqCT6vQGw>z{l%z6n_TTW4odas-cM-2+4p6@klo z)sE3}_C+eAaxSf2j$W|?a2D|i30L(TvlJfpXJ`vN68^@!*ie)UJf?x5dbOT!a;hal zxB4kA&6)C!=JcZtjibr+CPr0IXl_$?c_?EmfTe8x)y#P;+K=Z9OilfKxo^d`hnL>INWkh(vGgBkOLyMA+eZ8e07{x7{i1mv= zq@b^K-oa{lDs^jNxJ!xRQ$;}Da+CGYaE{@TaN=12H1SEm22m{OW-t*dDdg_BRCHT- zd(0>ylY z=x1N4*F^xhZ?~jg{+SP+cOV|goP~|#it&{XmZ;!PUW6l09i4082WiX(irKEU%Iw!w z$WnD5XPv^E8E342pofl(=EDq>daylgVQIVBvmg8Kd!dZ4tT)>QN>+E z@!u6=otv!apf?o{W^8Q5pXhqc;MDNF_}c*#n2+iZ!m?M@0)B4GVrmaUTbS;cK3&^SD?JsxnzCUI6x z*}c2FJM`eoJez!X%Tc(_fWI%B`~g$ zP`(gl4OWTLMJqi|wcY3_r;Lcz8pTJ~+CEjtHVn#(O z5GeSM=w?uYf^&<{-q%2vTTX5IzLP9dG09TTOR4TL~$CeAC!JrV9Zj8(@M~(L77H{Sli{{)oRMa zOebU#1iJi2Js@n4kYD#1?!fb;++?}cxGN>dcqb>i?^E{jy?%-AcQskx-vh7 zn$)?_bCfT1>o}5JDFtMnYo>ncUbs$03G{LG{x}IRAhGw*%MTXKnh*`s{Bb>WN1T=q z65h(C8&E-y4q;1VX=3n{6rINzpt%Nz4;08g+~59U0We+v$W@I}yDVUx?!1!RdX-EG zIyvqp$toyZ1Ml5AchLT@C7f#&Sk?yn>8NWC6mt7ZA$(^7er%)i{5EKu*5NnD##I7N+U-qPOHm<4Z*xN0Ec;*Tt+w+Y%e z0Q~6H=_#iGafZ@ROnrb6@cyfy`L}OzCU6Wid!`!LD5*&)fCAl1{6a#^CwqT@m8mi;oz-GNlT{X3^aA}b^kO3KVu_EDkih-2@)vq#3EC?mqLR|(mBZ1JrKFj&N4 z^Yt!&t$2wE;fo4pwPLC2?Vgq&GZe&E%%G6+(aK{-Z3`H%I5!IY6upWcjZ6!AaTm$Yt!~eZ z;YKGb74(|6hg29NA_h%*)dh1j$Mlo)^6qDYwgh&qawmX6b<rSinGy#ZaOjtL=Y2_Kv@?2tnXqYz>GsZjQkqT1bY%EL$jM{k zO#2GbiUs5f7fO)6=`OZVHOi z-l1j(ZGGzx6#Mnc@)v*BMsaF4ed;6>TlCDmCB?NpR-xsOT$u_gb3rm@yPzATA=_*{ zN*u4d<3y$%osg6GoT+x8`=v|O&9S@+5O4B&Hy>qa+LHivbiWweU3B~boZ&}+a3^B? zRAhPFTT+rydZ1CwL`p*g43k05Bhmq7)iV&083?@Cpoly)(P6IJmUWsdKp|BI?YuHI zAaWl}wg{BaIGx$vd&i3ln=8j zG6}2$VY)&Dm75;HEs<{yP{l7xPjZ_k#*+z;CY{{jF;o-g^fFMekRl6B|8CfL7q zC(qACWM^nT(J#P2!-|1-1q_6U3BlTbcjHZzEcZ<t$;y|P0`t_iA8XQ;edtl4+p`nl2;N|n?_XX=w{Ct4sJc#)sSP<8pi znmuC$)U1rJ+R3a3HPoi3vkw`yL>p8HgRqf(sKpQKfysDOae`zAf*!BBGgE);=hO{7 z{JcK)u+>9Gq>!gYlSDz`o4rb~ILey#a{p?Hv3t@BJOj$4-NCcO$f268fNgfZ$i z&kz@(q`!>fo2Wc_gZF*}@1l7OnCr|3PAH@@V=`t2T+ZViYzje%{4H_>h%Ok;#n}m% z3hFMpmh9J2u_0)yM-vx*fF7GGLzCuRY3tAVX6gAudw|`JT`&~!{?2`O>|$&Z`75Xa zaY!YwP%~dj2BI}g>fO6%HtZyX9p!4U2%)Ju>}z(SZOP>NJL?N(vLdCXJ&XfDOK%B| zBq}iAQws^qRGT+Ydn7(@5j4|{!h8ogj5ownI&6v$sbrKrocFzVfQF=W+JpdM__G=}!OQ}YuLE|q9IMIo`h?>fm z-?~}VB4721fuL!>pe)5D6YJIP*K5M;E&V~?4MF?u3xVC$E_VB2CJ`s9uPghtf>_~1 z2%1=!;P(9fZr;O%dO7^dIC|K00&!wAw_uge?@a4*gyj>pCnjz`kyMaj`bgqDDoiSm zsT;+qV|m4CRe>g;reI}fJ0-!d5TddEh+gd7x3e6V!e1he0MScTQ>7Gn;4W<}t zcaH6?-*CmT#uKn1i@Rkt-TqSMobpDsT@&D6OA53#fCpMH9Pt3%zwr4B4OZk9Ih;;dmLPp=0;&d=+P-USgwEsjG@sxja0f=#K!RRO$ zJ;QD>i8nPhooBe#QVo#@z@&=1Rt%(|)E1>w`2=6P znnDq#JQ(m`mhQT)Jo`=L(msK}?ZivJJSimGG`JXXs=1@l_*N+N0;3AKj*&Tq)VUP> zo0yjV3Gvp$kE8CT(wVE54Mz9oC7^lz=j3R3eZ}u2a$KI!KL7U<1`_R6+gH8L&7a$F z(J2{ihf@pM&{$tq8%F%dpDuKUCYwoxMwi`7g?F!1oXjZ(T%-V)%V(0h z+gqCtLhXJ4NGCvdBi9xI|$e*0rKvTS@HRC-7Tn+4_wd!2!j>DC`v7zOTvKt}UDf_w+DrvElwJ6@gUQ zY`W!i>cr&6x2SDca&j1UB zjXPcV1WJI|&G)m<(C3s*Q9MiFXpbXem=WQ%>`ptY<-Ro;nZ&iy70IrrTl_vJ)~@rO zLvi-z0x-x{KU2cyDEgBXzR%eCZJonYb^ZDM!z6J3QpUGROwOh28-T`i2m`PUT;GC* z36QgCBbuuNFWhLztU!Xc;&c3-EbiMPju#6AKo02fchmI@`3QL-0OWWO z#WIdx-kC_{*x^Zy_fzHjsyByw^WBZ>;r>?=MU=Ufit}a^Oo_d63vpdquyZ_vL zZ1IT)qH}FPQ#2TF!7SstKL2bW+*I^rq73Lqdr-k?DZJjVC(4N`GV8l;pwZ$-swEag z#lk15TmDLcro0J+2UmdmPIFZlZ5p(4e3pRIQI(_Il`^D(CQVQCc=7dMzQ>C?G4R)A3%nqN{8Qa$cN#TKF`qlOJY4E_U5S}eUmr?J?V zlhEDMLpKt!AhuwZo~e@phK;&JihlbJaZBL}Ebl7J02Xv*Ra}cL{!mf{sIl1R8%Z{4 z@ux(#JjQ()EdB(x2q(-=OpUVCbKTn15^R{OgT_}mIO$$iL>%sb3{^bIA=mKipT_YW z?z>a7^Mgf_tEs?ye^*>l4I(J-n1S0efGH3*x7L6sRrpfC{~kHpn-%lm!Gm{J>yN6; z`m*Igt^}C3mNbh6tw$ZT`R0Cxd-6!UFiv5$V)KU_Ufeu9hFwzk=fY;4gBNIa_dJ3v zgx^3Z!e7R@1Hg=o^3$C2CbM6}(?yU{Oy_gX{J3h8&aml+ernObJiW&^o8-p%oXY7plO?^7RQG~8tqAo%&y zLr%)9^~s-Wt|I|!PAiyd!kJ^QCbT1EJ=?lw?vWON-4E+ZU;sO7?L#E_-z$ zkL+)2gTAdj+dhLak;*m?I*?@mFmW`Z?dw`Dg}mgPCh!30tEHe=xN$N z4hwseE>Q&8MHLy*E+B$DedR@e@O5lS@1@zR=K1;hYoRltX0+^@SSU{-z)Rd+e){L4 z50Bi5-nw1n6kXvu7+-PCT(abnkdx#bG|yxP|JiW$5iuM3TryRu+mk1*p6Wi8RxCAu`!WH2;BTOT ze2*>ekFXunu*-u*X4gQtStPLkb0r@b0EiN=1nkidFbeMNUfCBvCf(TxmnYvu(sE9G zJIF5`$p=aoXPU$tsqW@_YaA`Z+qb!Dg$*jT-(%O7abZiQQgoZ;v|%W4Vb4uH<4oTE zGAEkANdm8j2)q6qn%zG?>EK>b2pnUj6usxXS5vI4s<#ZAT~g4%9bb9C`}r~P*<5V;RPw)oX%9CcyCtzurb+ z`oZI9Ov%)Y*EED;z-HDv^-OdA;AblR(}B;bTOjSIZWcvGaC6)Ja|l-DX!4`;IV!k$7KPZd%!odX|Qbj{Xp@GRxmMyw1B0N2^g3#pu+FYJOun4``q_q zQggG#q%R{qU3dM6)NGBkc#^#=K>r|k;?IksF@}B0*O;-hS?le#kzzkzm_gdSXH3{@ zXGU?$t+h1u@)cYqwj8o5305G2F4XIPn){<=JLASW44V8{u=3!a+FTeaX@b%UDqs|0 zvqM3?&7=hI{hm;Df_XkQl&Lm~eJIvkOrJw}#6&inxu2@@^MmjnQGqlPq&Mg$J_JSN z>3z65-&FV#u*K}4%6jN(4WLTS7Q2BkgMG+G<+F3J|2g}=>|+|12KGVX?Y(W(s!X~1 zy`$y}&a|!A!3G|V@WzzDEUGM?_x{CBABp}jEcB{$2qx~ievDg&6^2UNQ#WcDK-xWQ zcGeUy8$rfO*YGM2?9f2LhX+N}LnT(MgED2LMG!8J)q$oI*tGI~>qjYpIThIu`J3h_=RzC?jyg!4-vqysg&ELf$3{%y_qVsZ2~I+(8!MUvM+On6|E~YY7Db~Mk)w7 zOs*ltmYzJ7=%SqHvZsj|iJC>$t4;cK>Et}hvsar5f>BEZU_Sk4G>g!AcT>;5rWr?je)39gyMb5P`3j{ByeWfpi&`d4<_pa@KL^6) z2O#e$IQg3WPhCGWmo)dahf5yu@6jp};$|t%f@&h!L4a`gD zCIsf`4~TocIVLP#FBepSnO30^@5Lul2VIChbjPh+Z(A7!MQOkOgtp$m$=Y{IycvzCWUL*}zflpk*)cJr55*=PDr@clrK@7t;6NvZxjJiwIK` ze#MWJu>T1RJ9AFWUiog4TMvz3T8ArY} z>TsXDJ341{>{8pX@7(k3dqJ-u-5`GkrQda?cjTs@$(SFijrT14OF~dIQHEjv69H=C z*RS#}0pj3vwO@m6(EVR=>7O!tK&u5mpb4PXd`EBvNAD>$@f?t3bqq~$zqyuydX_|m zin0QY8DqQXIuWH_CLCDu*>)*&dt$@8AkmqM8~w~;J504B4TqtF2zz2_zT0^<$yVe1 z>3?3?F9Hu*$4lb=ozQlB-Z^~aXq3Go<7H383piJ4asy7K4H=%L^Ds{3D;had47|NA z6KrnWUN5&U{Ad&GRB3WaYwa{vxu}Gi{N@jB%YT~bzemc)!3Vt=N*@FrEi@>k!EPb; z@HqF|o=tXI(S(>3TpS+l=m_-T(MT__M0{ph1IgmHWM7!`*Xk?_kW4~A8IpBpw8kN2RHgD zn#F1w6XJHA;iF`Jj6f7z%&TQGB8lfg#SQ80DBJ%mfWKu!P8S1D zEG;h|29;&H$P0hF&Y{Um!Tk6>INlNdvfi0$p$~Icn}fG~=vsNs5iU!5jx*KhoBSIR z`MW%zJh3BdnH(LtmQ91XM`$on^w{0XT?DhXgCuyh(R^m{Yn)@|Ux+ZY;NS$FpvC^D z6YxPi8duy%zwQu>gF@Do3a!@jW4OuO0F+6`x6*UqbJtH`D36}*lIK7bf8xo<0~vDG z_U?R@=;#|wVsoi!&i<(XD&#wDP76t^In#(b(2*Y%kAGg z7ZI`0b?#8!b%;K$Rfkw@_)a!<%Kmc0s9TuXrP~hIHt!5wUQU<0|D3?z6AKbaGg)3^ zAzQYDCSp(0@Qm~E?q?s7#+!-C($Z)PQFb{Sj9B4_X&aw8s?iyPuR5me>FDp> zNKOAv&3^bQC!E;WKuC|~1d}a_!a-pLUtOvPWWt9>WoVO|Re5XWXtur9tDB8;Mi>j1v`@d@@oa{xN3HsJ z9&Hb?4%_~4zZ}7gR}ZCkLd96d-b9WtNx^Zg2t$wcY38)pu*j3AQ|18h0KrkDHUHhYr ze=Pj%CV$L$#-kjb50`@PAQXsA3(fN%tOMxx#e4jUq4^>6LZgMTf{KzMCD!7?_7A}P z&Y0;dO4B81(6U@tAJ(l?7JZOIN6?&s%`7slNjvSrE|NFBwWgcV<3q8zI}r)T(+6B~ zm&&9K4g_vsfZhP<+xKEV_6?~e1}vxEZFk!3JCHaxSgzl%Io?^i4h4j8WWo`yE!T2%4G~<44J; zeR#8*!6WOM>KaZ^*AgXE)>{+W#Q_t-ef<5czf;J6Sd}KUDp0xWYy$r>=1+H0$t3%B zeu2+-M+bv^R4%Yy`DE?Q@a+U)5a0^ar~$rIzoIcdB>K=xex*x9DRL_X_jrk4{Z#dk z`svKlHzMT7)$N^VFGMirDz7SFo7u;TJNIS=1CFBIOjTbj+~mN#!vQZc(F>PETeW*cLY7BXkhO z2bx@2#F%wP+4lN*g21OeH)dAfM<16_yeGEyP);Gwk?J650zfBtyYvj&P&f!XOtp4c zVb->XWRW2depHP?qJ>yuT64ST<{|EJEvDWr`Pab$9RUU4a81k^)Aoqm)9+4c1MCgg zezL%bl~e=Q!kpl1_b0@e_O}F%VK=to>%%$mvDZmQwgzDWU){)+Ih|A!VefaIWm_al zhWahFbaL6%SneWEEKD2Os6k)B!_y3tKUe~lql02qPWMc9Sq}3g`t$JNFQLy9LyW0) znhU0|Sww@?f$9NMAA)lmWaX!88%Lirh;n>FRPx8*5x2RW8-$AbAIAD zUnxPG2-d-P%dr@?yPH+>fdLyXf=KYEATjn6LUJ1iyGqd3A8~YbgzXI3+_>TVxmrt1 zAIjW=P9>$T!j3~ML}DzQE5_xgtK{}11`Z7S>s9T1YGO}x%!ML7unfO7Z9LFHBh3=C zKwus!8XUU7$a0bY(7)0@^NhnZldxzmQCi(_T6^E;zo(f>Bgcq(Ff)F-lCg*MbLHWV zUz4@(NZ`#o){xiKHgY7^bd}{uS$+6}v0lRDT5gP!jtfAJUg*+wK27MUsM$9Z)N%IF zq%Wg|m^{Kt7fbWeZK+uqx3_`VKkjN;VjWPQgqJW@#1%#YlVb1B*s()V3m3}`Oo&Vq zGyqmlZ;`>-HZv0GX?tj-f@=`@&_eolBw)Ee94GJo_G!a#?8?R#|3PehChff`TaTHP zY900jT76vQsWt3s#+7R)-nPjg#t^pRL38){=$cnQ6%BABSdKn`KFxD0X-2be$?_l^ zp`s2$uQrB_eF_~>INPk{-gZ(f0AfW5HBk>X&_LieqC0JmpG_kLB=X6OX-6L$PGrs2 zDsF*l^Ed2mk07sKMW84*81VT4dF{1KDUY9B(gDSK0HmShKoF$Dw6@^{1u-7dSebHm z@iIP|h*UZovPFgw3g*MyF5z{Q{s#K{67>_aJFDk@-8-;*i>&K2uCb5OSkE8>g?ywD zCv#I|(*n0BUs~3mss4De7+2-%-q}Zr`qnaJLKwTjQVJhq>V5Uayu=UJUeAz-(G7@i zd%heDH47_5(;AMCN>LVzTB%$ z;4^by#cF&CyCgT3`xw;5sh{RMm+Hz6{tux*E7$ zVgTls8tb=YWlfu(f_0`rL(~afM`uvFqQA%+x^_GNyPjD1HLRpVvWBJ}25MlMu$i!% z!hkm(!00!O6Nlpv-F1-NDxHgwe^S_zceFV|W{eHDWcLfvJB`{J)Gog&FCHr*#a*AnIcIYBMs zmuTY6U90LbX4XN_xGI#GW?=ie;ghxm?fBlwN&uJ^86<7VZ!#V3T@>;I+x%Moz}z){ z;{6RI5mzun-136-iC$E8pJ9Z5uOmDBf4bVCH2%eWEf(d1?$R%wY`W?TvUtfhqstQ3~HOZa@YqMI@)A$MmC@`%5v+PKX)kDJua+i{|KRfir7OI8WhMexu#MO4Iti+B$@m+jp zhxQ?W08P-qt5lJ(y>|=JF8=;UR>@OMyNt9}$BWml!f?hYoT`Md2^%hss8OHTi;)$U zY#+ZTu?6u3)qU|VD&VV6u(VK3LwG~YHKmv^rpezdF z@u2n`-_my`DhJ&AR-@#E4w1FTj$DD}{lgnaBtF9AlC0Zg*Jq#~GeYdqCXD5F^Y-s% zT{EJ^J(6cRCD?ZrMS!E}Grn^kT@Cc)dCY8UOwF15e1Y6xL0&A09xF5ZJ&TGO^UqCB z^p>9H^d2#B`4$5r+3Jo?Yi0NsPLkj?MrP!5_d~%MPw+IX;dsJ~DdzRT4(1|TR*!D+ z%0$i-_8%rj5kTyPsDm^y6H_YOD`sQ&#RDq?E{Z}{H*1x*Y@1=QCS;cV z`ir&3m&ezfPc~kiKc4_Q0qGki?t@VkYho_&CC0h-w6qbx4&5eLx{bBz)xix9!Jgh% zag%i#Jh?Jog`3Gbi$6Oies?B>x!BeQ`(U=FL`fTBag zY=`)BCYY-PrV6F0TxXA~&pmN~1ABEGhJrirBzp5u`i8OvrZr)vjy@1hbr>IU{Zk#X zn{n}cW>g6bHz_9bKvKk6-AF9zmiBDsRx4H2%S%sE-`2qn&7=Wq;s&ORN1|vdmEG8l zFhTqi?6AdeSQ}yNT$zV9#nY3H&_gS&i&WuAE+9UneFjT4>f2f)%M4j^av@^MWuU!gkit(tXys{f8T5 zj&f2a=_-FB|jfllHLI zDEE+aKs*rTj*653dPxjNKS$1Fxo}^3fN~B_tnp5*plASoSz6S121nVd3IXR{ygZaL zJvvVsP2i+MZj4PlQT~-XZ4|GKJ1s7p)ScD{d-hP55`bcn z@64s0JrGi#yIf_rf1T~S)1|3TK}R}8Nkoqg*?4^ZZ~{iaVZ91a&C;CaQNJUk1y1$> zM4+rk&S0g2aBEhMoD62bl&DqxaDS}#MCL(Db{wq#W-B`xYKT~pZ+6ijny20l9SB|36EDx#+;h?ZPj{l{y1jlkA#KC08c zvkZE-u{9s~gsEtkF{KYTmqc&Tn;t0$f)~d)xOm6?C3M3!kEpI(;M@rN^q}A8DEXKM zFU^snd;6vUqT+p_K6Mwf0h*tb(E4tlP(C_<8MU!cBja%9~0~HjS6G2A2~zaG8|c zc>4n>9`)2nVYRY#;ea3^+&AvXY6pvW?lhi3%pctl=-y^b9LSbxN4sK+U%Vk#Y-JHL zw!3|9!w^av)Wg6UOcWaUqL%Dt@5i~z73ki7MF;$)v4*TzsP72{{3%q!rNd7Si>giB zbBiTn)hZHxIyCU{)&Q=xtjfA9#)(5|`6!|NHMdSiaFOXE&beO#bQjyWIAduvkI`ft zji0-Vx|r;;Y@Ko;;9ZX)A+|niqCx=3OEmI&&YZgFcb5eu^3$3=Y3Gv~n+^zT$h9qM zrEE2U;=Lp02RiaZ*s#J6fnRET{2-u?awwCatcamZ6RfeZa!!_y>#Wa%rKwYLLW?mR zKX_)%Jurm z+%Pt5>vk!h?R_MNI+mbd>?_lFwUPChhze2TKci$)|&80g@P0e{a zbvIcp6+bOK7u3I9X4Foh=6b89EiL$_i$MNYtKcUQZM~JNsSdJUIh44^M@LiUx#M2v zM*X6aN3BV;c30h6SiI5TX8_cV0qx#~%zBKobcxQ!>KX0tLy%wzwkT#=F#2|KH2l=n zSkZCCG**gl;)#!8e7ob2>kw?8IR&yXpgN7OFXY9Mj30^ekpw|I`TdJcdLTYNqlHrW zpB#$Z=ESx>a4HzAvx@EX(?*M(K;>cwP;+t^Zr1^0;*&hL%IOV^CAnw+MQPMjI7@3S z*L&(eqL!nz|6cFmS9j@hXWquy%r*De#H@v;&2RtIQ`x^&wZ^G6`)wGV#LyF(t@_$ULD*lMu z*6P5==_Zj?&UC@;gEei^*PPz>l<@C@Fu~rG9dhHr5(q8YsT<5_(u`iv z5uIKV9+kp{R$49z-D2GAdrI{yj{8Hd{(f&v2=LM=|Iv>3LxpeL0B_~Kg*b<@}X)QZ2Y z{^(oJ8<5|LvoFqg5wU8QuMt&XHcqON6MzNy!r%-~eua1$;c5J-<|39^FyL=IqjSL4 z@YrYl=W9TnJ+h$^Q~Svb69e2sJ-3AySd)AyxeP`Sj z*pdO%0T_S>$kQE2p492f|5CR0?>8Y=>iNlGZLc?u`~v4dcDem*u$<%YyQtP;5Z%9S z;C72FIKb;P-Vkg_F89!?I5&{Pp^a&GqYjBt#b$^59~Ar#b6v}ik&~}s5)_`JN{dSo zelsoxpzA|L2=)iSz(!X1O%BU8#qHBUh@oXWbo`<45K^LE-eAGKV-ydtA7a(}&%DfE z4HgZd{(&P%X3CFgG@G9uwdwG*H1XxM?|o!cW0*-^$Z8f?@B*S8Xij0c;gRbYv~h~W zZBuX>w?+))+8Fz!)19SRQG7Pe3ym50+h_m%ThAKc?ImjD;-trW7_L!X-A?`{g+i_= zDMgcJXL5C=c5m}ztBRjM)5y6ln%*jtP2QP&&F{CKxl!4F)@d3J6hLor>Mbvf;|!@#ecqe?pDsf*`cGK0e29+ z_4oj45XxYHcNJQ+qYWz>d8Q?}?HF@`-Np~#S2#W-StvZs3PAcV^pU$|b@Wkc8vS_3 z{6$BOV?P|0w~>;@Vxl{F6#dU5Y#?WE{Z~O=zYRvJ9?ilEY13ALe?Eb0jej z%1Bfawa+6bKFqhdPrA2!pE^_c1H!GoygDi+Uf~%+)G(;K>Q#V4loJ9dCp8>D&%x zflNqAg(ky}g)nWL;4Q|;z9*W0gf@Q{u46y^nuuPkn90_~af&=&lbjR;#Kjlp)#|G|#jL`7t!VIG+Cfoz$)lyj9fcXKL1-9{SsM6;IfzG46(*LIqp1#LHcbwvQ&qqm@#*w039GuF|>pvluUd;_o|JwuM|J=Fgm2e(VevCO~XKne+V%|CF9TOvizVO#Jvqe9aNBQlKH7 z@0Be^z{{sMB1QV8Kr;};BVCu~A+#kxY+W-2>Ze%%)c>AoLGeQd6na$^yr%o_hlLRY zRlxCpdLUKsI$P0pGHdidwg= zk?2=9Dh6!-e@At6vDLUovGIY=TWgoyaiwrdR>|QSuOo59q9_Q2*zZ~^6zDF9Q(%U? z9+NojOCMtQA`V@efgn8R|UikXB#Bheh%Fp?eWp)Z*Jq&GKY)kJpN=hLFd zSV*sLd~k2y4avDh*6N=f24*pfU3{t$z)nrFjJLY?l-h6) zQ0xkV3e`~n2qu<+;{+o48pPw|b5ja+ZJ9{dbF42$cCUx@)>H=PnW>7;&9VcGMz4ht zx+{Sh4XU^XavG7ePPErH8J+qbQ~k#?{Il}}CJdSuHZlQ_G8*3PPR=kVq zy5>&}lU;pZUX2Fvtc(xSc?VBJ0V1By8=UKHqNkW(+`~iiY50G&cyjKr64fYRdK6PS zx0dlaJ~i4U4`lzmzL<&Z+1+WRnfu_M?>NGg@7V8g*K966Hl|B&wIA@u(JOhBK*2i* z+xsrNNq2%sN?W6=xNa7|>WHNM|5Wg4Iq*k~SEnT|g6Fb(We03|`RpqEEaPm6+;tXQ z9Hesg`AY&V- zHn&onOHdOo*Pyo7D4BE5N*!Vt#d&8`V`DVCvMyB^4zS~|B2P6?VwUg#(;lm^9GB*4QL zWF@B8sMaZJ>EFy->~m4o3QBTfVzcSjP89)c8bcLWMsf|->VJ+Ek1y|Orl$=1n}KY@ zW;el!^Y(sq_kiFpHWG98u9bW7dj~|Q`$GZIwia{7ZNDte=`#3yn5$@aZ_4!EXG_PHY|Jv^A8yo}4-I-3-+rW1dy zb7IwLsh(hE{_Z<`+8xE*>-2TVx^k-3!?fS=e*f+zpw(bkA(Znq$frRSnBjfM=!AcN zHE*(+ROnv$);~peu$`yK0te=f`|~|ctV>C4==AqN{P+A&SkRzfqgrhm=or`~-wLy^ z74kX>0w)v~?6#F^xS`cU2f>G91Mhi>jQ)R(xl0&XF>MjGACdBS;S*0l}zwP+nxFyC7VLq)Ynt?!WpOgdH5jC#&LpO*?9wvc8Uur+x2@OcO)2 z1l=jXv&_TUjE%UG0dmrg9!Znl*^ld%&yOetGpj#0ZGW<9HUhfdgv{BXUZfh~zV?=8Prk zweya?-{7CW;h`1Md$FR@n9=0IU~#;+mnSuh@7c(?pbNe0k(6!x58SfS9Wd2;DmXTs z9nYyYig^+FPEk!x++k}uxhaHQ&n3|aHEG{SH^WPjq!P{O;CYmluyw}wSEl;C8n?pNEDuA zt**07eK$z^rzC0PM04mLccQS!*_cA_A7ieRy3cy@oR zqM4rfMz}wgT~oRxJ5yPKCTRBhG83keWv2PvjXo=*Z_6ED23Y+imD`rzP5KA3i#=Y; zE<~smT;1uxF>4fwbCJ{P0>$_$mS^awS-bGVf1Yjs|J379WoQH-0K*A4BzCd~k}(jq z;dS0A`O6xf|HVzIJ1(+5+wh*%t)--V!*&wuG zrdk#tj6HE>MUgNY=Js#O_}8D^q9J@@j`VTfs+M9mtO8NFVMok|srh^_QoDTJ*rY^! z8|(9!nk!{pgL{3Cgv5Edg{=`gd&EBZ$nW8YyI zLYG}$!;@@z)jcx(u$ReVt12jN-A#?Yf%nmz0N$zl zBrC4>2bEh|m8}1DWn8ef%;75s#Fwj{S_A%>>_x_crD@jGcx&Z`a*;P|05qpw=;>Wm zkLGQd>nwK+>XW`&j0~{75|3sfI_H#AR79V|1eVAVc_Q|X*4x!0DSsKkY4<=}#Kz^Z zC&e$QFP;3I6!?99*sl?DK6v>?%cPy#bw>Ag`Udk`Mz!*0S>+$j=iQsjJ+3`E*jyzU za3O%lZ)2PW{StvYtvUn5UvdEd8rWG^p0wiAO~=A(P> z`GO*NM64vWnv^oPe@L1~@A}CLfLMaGEt>P+0=ZJSgU3zeZoKAB7Z92KUN8M~ zL|B0ad7X<{xk$?yJqZ9{nqQR!og%wLCc)nNISVHXQ+<5m@>-7aH-=7Y*u!WDTSB!m zTC3caTh)k6gx&QoaX^f|kVSs}mxqgx^zXLsqkBoM^n19oQr8&jNc&Cf7s$;_{bqXG z;&!P1DpU2Bmh-ub#4Q>D~^|Sy0NsMUzC}f?;WD5svFs+5^gZt5+_oR4@hwPSSh3|vI+^4^J+Y|0Un#TH` zPxgfmab%bAI+MaVWtF{;?gm^x-I#C1-}X3#nEQw0BRm6Dnu-Zau`(`kNeW;|YqwD+ z1os-^b$zNf-W8M;V6e#EG+aM*zsnJ0H{}NUqltsaoE-wKT88lEAhDyD%ghlZofDwy zeEf>RO*#Yg!k^~onMZnO+WXZ&)~YX}_uq`j7x=o+`c5g!K-OZMT7rhCDXFx!PBa*c zclxh_h|)eCrclgO@@S&5r`5EDjk-Wn#VBpsHQ)An%{j*HxG%`ALXZ`^M0$S4#lp5` z>WSUWm(x5^Ikz50O+!Nv|KJyD+hgot8J!W=7Wpey;}TC{KUP7c;{R+)|0$LT;=YB! zNk;*3XU5!K(}fmhwQd*H8rkr*wBwu?0P!G)UlF}G?c(e)*BWrG!yLS)R5r{qj!!@H zf)CDGFNt~!i`sm)18`xkJdprF4s_Y7V;`d3gMTN~<@kS~97GSLk^q*^Aox68bL zy|g&%TO!T)%i2p+#pvub-MDKS)UPV7#yzWBm$@bq3~OF(UPCOSJ&Fqt>H+__dI&ZV zUTZI(LYK0XWff<;ahIHYv*2GV$!l1}5%+Q9rmetHc`GC^We`U(WSHG*8ZC0b%h!CA z;+*aUoeG8PMqCk+vs|L}SZYTa8wDD_Is4*R@d3MJcv*MEPXP;>ENk(sz~! zYSSGJ_Lz{w!XKoU(Fx`MHlc)ukZHMbE^n?ZJ4-ELj;MP>WIRw{sClDQK=y;qvG^iD zrD|~o;DVd@4)FEGGIQkOwOT-5wVDQUUqt3f#ORC#`#nG9-uewys}N)jm8Asq3WAjuVv;1)Q){8>M4%-wsophOoe9t z>GIh}PN&E>;)t6rPdBPBMlzi8C9`T2vEB2_)=2)6+9x^pPQ_3`Bxo?a_?}2D0qQn* zQDv^X&~nmuHw)7ppn3aHFNM8KeYZFMlW%|r`w<(4^=}51@M(7K4kmt9`vk6lpzp5@ zydZWmoV;4LXawmPh5Cr1;aEpaCM+kVHF``AecuUNsTZHuXvaKDo)`!RQeEI9Xdh%#6Jc*TiT{cKgPTQjuLbv3|(b1iWn892_g zAISSJ(*;05(PksckfG+ot)RB0Ov=f#{WGeqMtSWME4{6V7L0Bw? z<;WDlavSq9tueLAQpXsdh)yzqxq5GNl3%@&ZcXh2yi#Lm%>l23$cBllo_a9pA{V|^ zq+yW&0&##Vm%JE|Vr$f%k=cjyU~*7yuBG$;GO z{9|X;4vShDf$Z#8IzeEr&}APN8BUFKSw`(9yL8i}7iT2A@RMw9?#IkZvOitfcvloN z2y;7@R^GV3d7x z+t{S!jmSEW5UVTIUfjomHh=T}ZG)n}Qo--38~I?O#HHPh@@r3h2XYDpB}||H)lnmaKQH2Yxiz4|wOvhi1vZxBaOQ48 zr-#w~%IhD$7! zEJIqY4rV-XH-E8ND6+`)ewQ*R1(-rk$zNVFtT7a1f;EwC3gwYZilox=IJ7`{0u5+h zVtQ0adb5Y2=IsLD%=V(&h}+-34FM$!Ix7YvBw!Y{+ZMUNKV6I5BUB?(4Z80hlX%}( zd&*PJOzma0Q#gXvwOzJ1kN=!d8OnC8rWoYgy`Ktj6PSGb_Up5q)&sgixrCCbn^k@G zj9MxsR4%9k^HuisXv0aIeWAw*D9o-2hGa4}1%l}K>27ZlE2wd@;f2y)PUA?T^GP=M z=SOfODUoh8+g+S`7fv>?UWp>d>woqzmzkd+n1tc7@;gZ>%U+@jUU#t{omL5#&Oe%Y|*3V$W z?OyUSGl@=t@{02EjC7B0JKJ+zir+k_YN&8Nt@QCG2|L_2mQrswoC|Hy-RZcn=Pb@n zK}MT<_1irn=LvrmwC3>}o4iSl7aV$8nN=$^in<(>hvr8-*fh#%PbuJ#!ph+BA$Mx{ z?!9&q`QcdKKcTc92cgyUvQD_aBJNs6Kj?|blm$M*)bC$Gb zo6Mq{Ri{{|qSyWU5VxyT@x1c& zi$tFc&TN+3YIIELOV4u_v$quP-s;*vUy(=Si$4e27s zRf{L#H-gg!w@hi~vHpCSS8Y^Q#qlhFLrHiFqeWVs(et$=psm?XZ!cYa^|jrrsyJO7D>zU03LB zVvvNhnZv$6t=n*$X0o`*Ui$gR%3Im0&8X++o4?-<5fqv;;P;^aKgPZ~E~>5j`*8#X zQACkYQUOs=LXeKR7)S^hFi3|8f^^3)&Q(OD1f--zMHm|C8fhd|y1Tn!hr*k|vxSFi6{M^at_h?jyX+HRqTPM$fwOg~0fWggk>n>4rT_J=R^alL^dSTLKi zb8DK$@teYad@1=7KShH2JbKxAq^kGharw;j0rh727l^!-2gd1*2KMNQ*#}@2EBVOW z-6^oG3D`Jm(?^0JAD9kQBIwK?%l=&D=Qly|EDV?FVW~7xnwGUGbjY&Sc3YnJ zHA)Hl`M%GrTyp_SZI2Z-4&x!RKqmVGV+DzaZb*;)i`#(zkdGL z&fQ^0VVf?SqvyoPsY%i9etMfuzFLcw%m>D`?rz3IdhjR(INl|uWTRm( z-qo+)o>eiX+dr673{lwo^gQ759YQC6hOejhT1&law3g|%@&Cy)3P$M6{OPIWVXtW8 zgxNsN*$K1GA!~4ppLoy{KF?J7%TY%np;fTbuvUG&rPDcgJsf37JT4(y6@MY_-ivnL zs4T}gWwSWe-2&ua5oiK+(>CT=L&56MX49^Xl+Uhq9!er|GH0Qy@FxViCqrejlVLec zDd$A;yduA$4j@WB>w)r&1>!cYe~|X)=HZbC0W(-XZFK$UxXd6e*%|=!9Q3F4;qaxA zFCn(m#Nkns*V!@5m!?hyAp@GM^KT@`%qiYUUE8lWb~d;}e0U@utT2FCy)&3u zGyUGCrLUFsZC|Gk3zAxomXw8FtE=7xMh$$dkBuu>s^C@Kce{ni;gPr}`n=SF{jW&= z<@7s?Co_`S=H~QTXJ-1_QGln(vdNQ4Yb$B{UjaVS^(YdGGLdxlEI;peFoh3nN9*6KOm+Sz}HW%mv2PuXP7@1noCs;|X&TEoYPa zO7iGtgL}l|Ow57Jfr;BThQYz20kw?u5%_Pt!}Vdat%BSIk9zITM8wXv=G1T}(w&tq z7<(zB`=68N=`0?5&4iXo!>du7T@m4;Z%MO^e<=P`I6~wtfYw<|t+Udj za_~7tTa$M?I^&Pb@hJ=ID84Xg_QN%%U8OW}oVA!;V?7?CD+5~926c(fV0_4PckK$X zYs{u&{pw9$hy7eQsxS7H3Nux`7XJXgPEB2xs_u2>P35Pbw zTO8X+FZ=Zy;rO$Bz#bKN&?`qfQy=#iO(A&F$|ao2Ok~8^Cy85D<3w2#{`(NRYS+6Wjb_h&Kb6-nD{+fIl-G{yf-v;*$3m_p&5Iqt3$hSNg8wd`U)_ zgqzRE!8sV|oW>tX>VBYx)*rdch`UrHrkguq@~PO>{ydcEKRLP+L38t^B3yK@9B zWdfZmjr*uRP#JWJAXP-MV(U#3L**Dbb_&w+ASC}q) zx6MC3PWex@(MV}G@y)d;@c4$cU6Z1CUh?Z0O*=We4SCHIiBeu??#Hnvn~uSSMl0Q} z?(hh4e1x({*;QP8O|#KPG>c~AmT-o|f64VV&Y7CSAE~?;I`T%@B#$bs$7lofobz|! zq?7hfJ?8}T3m(8sr15DcEqVtyDQ-=-9N7t2{ve5L%v@V#M{Z{n$9m;`D1J)M=bfwB zxiK12RNiH2blkB~v5;_SN<4@(yVU2|HfbEra)G-n(I2Oi7cuJRX`W5QRC&dBT?awN zzi`FRYvi&68q@W=)GeZ07w)af`7W}N1F3^htB{;2$kEkG9}1hDW7KxBfeEIRxM-ne{6#KHMSu3;An*^zp3m`0ipp~`zo$_^7i!N z#Em&c(Lw~~+#mGHo|1%55kuB{+4bkE_SZ1T(9{c~f z3`E()$9vp6k^)~kEi9U5*J0%C8hhK;H_32bQRR1Edq*ztdm3X0e5H_+W$c@DmjqJs z3o48_k9_;(a1C3{+)ZZ9#wqr6#{Z^EgFK_-LgPTm+qKK}uK=kPP9CUhsVyL?M1Um9 z&$~#wpH_TaSgt@vG@Ei7a@wfhz?U8fi&|PK{PNwx}_3s-p92^>&SrMP_?GOuE#{`mtyHAa;f)K!YwW@c;-S!1}yYo5T zZfjKo=UD@TZ~^Bzit);HJI)L@WBiq>YFX%*yMCGA$?Bf}RAdKY@|nxQOuxPS1&q~s zC_PFLSO1FLeOXs{C-8zO*-KeLZ+}%V<>Pm1ONI?)0rN%csMTKiq#Uo7^BJDpkk(tf zm<%lXs9CGNnZq3xiq}s5cR&3`SfT|Pttn2^V>N}FvZ}?UHhTdVxG?O@k%B?41yMs*AW{=ZjPcUxj-*)(uh#&E4XHZx+qb+w zxnb8soMWQ>t=bBrfB8;(hFSbUYztU{u=Rcz0KO(qV-x7-P@XMFMS$aor!hz zh-m>O=vwBEJdF5akBigI11iQD1HPubb6GzhE~H>P%EeE-J$&4jx46Z5iX7E`$D?eY zHfy-1HNE+4R3hU^+(;tATbzDKBYeVcv7&!eMJS=9C0kvbM&f%Q;9K-NLY;Tu%Nrp` zN-9yC#9{gJlB(eyGY8)h0>MT z3q;xuHnUWliXs-t_6r6E1*^v$mK4hhbRr-YctzQgF&by}G9O1puKmNEjRfYKw9fbk zCb+G&Ssxa)+GuKZRl~!57W&^E9xrC+0&HgC9^r^X9j__(UVhS*lGGA|m+L{Y*G`IF z(_b#_{PFI8T|3LQ6`P;k6wEKy-1GOo{ZhZg>+CGN&i4N#vZQQK5S<&{j8N&8h>+^W z@A_1Qm}OdB-?{R5oo-#l(9eQ9p_ECkxiA5=HR>zdzL(O(*0b96Geg~WL+O8Mp0=-w z)Yn=cBzS9!bk0^aRcG8#0#&GR&#W+roqd$g!v z;^J|pc}aV(9Z`a~@$pEB z-J%z5XyM?&(RD}li>cEZb&4ngqWkw4&*z!6e$MLGS_)RHp`hR~szj7#jqSwKdx}r% zBAT;?!#aJ#$iBawL8^+6fc{on9;;NcgI#b2c;#N20WU1H4s~~)8_F&mUEwiJtGT}JG23xv(4WM$m?1wVQ=bBx08?chA*{-AkR1J zyR0Iv1Qe2p?h$C$cQClu6II^!Buh3eZ??*6++rApVtA|lu_n2NBLk&j@cDGq>D~RJ z{b0bgzW1uq&5%x5pfCxmo)oSSyp=0lR52eOaweASf(j!&|JK%dVx=u3H}sTzVrjF! zAFew%Z)^T0lUnk1;lMbS*T|(u5tWT9H&W8l=M_^59H2bT?kn&Q6-Pwg&foILn{Cbh zWP6z_@VfK6;+l9J96l-d^N&ZaYjroEKd&~`(EMgcc@YDE=RT3XHpV zY&lRW&oKRQzU}u6ivIjieEy2OO3V*P>|b;K46r?6{3&1PO=6LY!#5}F`*E4yRlHB3 zTo%k+**zxRw;J!c`h5@G+2yuol@>48W3{uD6~CCZpzHB>U?k3vsKZZo9x2tQ$clSV zp22;-3=Cchs%F+yw52GmRh#>_!-k^dmhKHN=FNtAU(g{&AFM=)On1QZ=$kCaw1qm=05&-%K}sKhGKe-JAPJNS+sl zk!*|9R>oIk(ax)~tfi&gh~^lIp}JR~qJEKlT*8R8Xq0(0&7v}yu)lRRPD`tEM-S~D zmgpe?2VI@h$h)`v1@32ELfK~g2Xr&HzKNEV+U=QZxG+fRkbbCPv!7_pl>21^W{x8@ ziHhdKn3ll1w}CITl1#T;yK<66GwiQE*sr_>jsprZG>H|>)?F)3(e82tk1RLK=kjI? z@G21^Kf3qSr#=q$n$;|Qg)bi%bWi0GbOs`NR4W_A8jGD`TM!fXVnMFzbe`>&j?R-s zrMuN0ESePkafshJjD_F~LQLNcGpYHNrhD_23J0qh?=Z@)j;639Pi4%l+XR$^|WWc2uty@ z3(gcbFGRsbc;|TttJ#-YT@MP91g)Cc1|tvYN7NK2q-Hr(BHSqrcTLmo10jirTKZYu z@Y&CaH{Hy+HBQIFyO_?+l^wTPyt#YAkr-@mFw>}+pQ3C*&imX#+;@3LB@3)pIv>Y#VkzrZp{g%nCQuGot9R*FDa{CP=cNC5S5)CRPqvy_-vuDjK zik~c7iqTT5$S1)!#%h%aJ>1P|S0Fdnm}k--CIAzp zGI_g;;g2SWQ9&H-6X9%+a6e-|C~rf-`Y97;?-w&ywrq3NfoVtQUBF-$CcdT0C2ZKM z&xTEAPG;zdmyOt%^s%v%q4bvvkAxy8guSBfOER9v%6TM7v8uW2Tjji6r>I1%9$Un( zqE008y5y%#YOxdT@}4}kkMYJ>xEv-)By{`NyeKK!y$d3%=+cDFNbOIJeP!elO$%~L z*ZWa+MK-oyke5%R)m%2_fG38orYkmh2}4qS{x-d4{)6VrI>4TNP=QqG2l866=pXLa z)O?(-mS`4y079(w8kWiIrr52a2b*<%0u^v}=?qB0za=f{KK2w=&e2$?M>G$0p6`O z9*kV(Y;iXgz7)r8KjuSw&&SFCp!@|$evW!#D^y=Rilvm+dVn4c)*a2a>rkYqs#tci zH4qt{sCW7tB>Eg8gbN%%l_(+{DJaWk#tSu2)-Fq#ms?$CyfzL~l~ssElhA!W7uLQS zcTV%o$0mI z?_bvfPHD>*kQ|{1UVQw6R%S_J^&8B#@D<(%5T(pYD&M%=s4iZnY^c_pLscQ>4(K%H z7%%^R0JG*4s02CR(nKBp)pNb1`e)k91$HS9e&ImO%aP6O;k@1imBU!5D3drlQRN)DvoG7tDbyy8=8Kdb%Vg!qCJ~Lb|DGgpEqCBf^xPbn*H!bLrX-;ha@T& zrA$s`d!=BZiubSG%^V;B2|b#bqYk|5g2T_tI15C0QS;u84ZW2nIuU0_RnICs$GV*p z5>2Rc_AqaIEq3yPEVdTm@@*^#B7+>&inK-V><`Y2Rl#2@9`wsY>@(F5SJHArC4Px0 z&~gOl%bRV!=UEv`YHrCynJ+yM4M9w>F9D}aTC3ob7th9$u1B?5oG2OK3nM?q_Je^f zE@4Ry1hIG;DywVpl^1$=<(IEiQEs{{j_E%BHRoMQR6^&*DWjn|@(xF>FWJx0^BhzK z$)JD%2QRy9QQvOTq498e4b&gubp#*vy+0yv1AR5Fn84eVc+8W315>}gXuI%`7$4?D zUO;EL%ZvDYtk8*xJZJ4bE-dB;GNQ8&!fscvnKaBTPYh?Tcl(@%#D)(hnIrD6^QFh2 zcBKveYpUnaB{OR#deIhpz(w;u*LPLU{RdhOkGNM2K_Z`xlO+t-Qi#ipGGAORNfCIks&`;fn;cK6mq{t38OxJ|)3L zgk}gUhY$=CTCRO9T|UniH-eL|{A4#cCn2f6O~KpHPap_lqDeej)463ERJeIHs&!&Q zA@im#uLpAq6GAK|uwm_7@_YDtInOeueT*%Y@Wx@$e3}RH_Fw|ps@Ddqqq3cn>DM2s zNS#S1#fa(e(t!CD9MI(!wOqeyB8bfJn?3eXC(d7qK*W{(lHZ7=gOujuw945vX3f$Y zo&_TjElHbGHNN{W+zy11)l@hpT6g)x~{ zwxWT`V`DedzA}$saZ{W&<|{6ii9birH2Z4c7yD*_V8oGZOmMEXdnQTbmZgPL)UMS} zaTQKa7j-afND(n?<&sSydj=XfWi|K%3gv^pxjhcTS^zo(_OkI z@Ad6QBpHn56vzM+ahAS;ZUBL{^mP&S)djxP9=ky{&w^OZS9X}nmjEMwo>3FkP;W4ln1W~mWSLoW(c`Yrw)yn|9YsMcqqK=6j2BxvjZ=!d$avOf zbo%yO<9CikpwFJd55W2b(^}@ssFIo0p&$J5$fBo$K>2WqkGlY$#ji)984P%fT19F3 zmMC!d<1W8O^65vkHfksqw8|8G9cFzCts+Eb_vm{@yLe=27WKYt$RFOJkcYkJd)7J9 zHT&+iLN)^7f~ie>rsn0_a!}V}YPqmLJ!|MBQQDT}_& zXyP^VJ+%CI8M%oL1E0zalOh5DPpmf{CAfosWTD8q65MQ0S9>|b+kC$k`2A)!C|>3& z<;PbI#0HsB=sKo2Dxna@0ANT0vdi7lGSFR)pyBHWn@EH@?(k*=5_cbTQvdZUP+_c%niqB&}{@Ek1eP9~50WWC@`E zA2?;FVG%xmJp@_ui^}{52Q+AEISeW1R8*Q*A}+o-0>;}o>0fb;koS%4!x?_?%fKuS zilI|UJp7S=58*?Z#Zxbbg$gmPN4qt&?d9dBN`Fy`zmww`RTg7#5xZY^_ifhc2r1|0 z<-viCUe=G+8grZR1B=MYjY`%;drSnJkDD)qOSRBHqwriMVp8?76tq*(Q(0W20FaM)Pr-2PeFvmkmHQPZk#Blw6v=)tXmGak8j zAg1dfMh9svzGMD2cH{cLiS5n>!%GQnvhivD_)jFr-i^U80tM;cXT(MP?-~KWbWr#M z5gW6O5*0@1912%J%2N6QZj`AP4!VcXse!LIL1KCxC4TH2p60e;s6dnGwv> z0Zf4fjmLkl`jfWk9HLtVaaH_}>HbOVUpEJ!2~hlgjM) zGi0~Ye^%Ug-v#%Ej2Y2g{{KGQj=DS=2uQb!6OiWk|ER_NN~P_E22X+uOPnr#0&QCB zCE-xvN~u}j+ez)sglW^t<{DsB-vua$u$HbK+#b9tFIOZRPyi%1^6l? zZqvftOpv&Ng2gKThMXk(6h5!;Z}^Bqj57ei#?ZA?kXw9@Gn5uP@{A#MwK3^MKW8h2 z+>^G`Z>Kxx-r6z{*N~UXZx=I5`BD?I3%{|Rxe_g742WXWErv2 z?xn-~2goJfsOwSKO}iG*7Hnd5wd?34iz(`m4_a0ZCJ_gkWQjRVg}Z(g8Vs*B+VqMA z>_8Wl?KmB`QO1{I>~ROW-$+_uk-yH01`$H^IU0*ykJx;GV2{}HTehWOeYwljzdpRV z-GdeF7SNN{kHCF4`?jLki=|=^8FZi%FJX?$HbPzDE!<4V2&8H+qb621_InJl(cmL8 z%$gKmF_w4*mi!8I<4LmEgaa|J2s}TSw9`SV4XMAJMi9}0jUTT zCCdBDf?QhOAIH0&huA^gBY6{_`9q(j3=+4}x8T6VZoQ3B_oAli#{;f*twem-bddFe2t9VGK5u+JJ0S3%1-SiZfFCCa5Vn{JIo_}$kPp7O$h);My#Swn zNJWBVLE;ffT-3mid1lVfhG%`E-rC&xiy+6spJVVZ1b;1~^?~Vd;VRZDv7m}JFL}H% z#dPV(tD5(mxxhQW2YKfs%D~Age+a|t2B7H*ctet+@l~aN11DGz$6F0(C3?xwcdU1c zkE|XIF?B@L;Tq0DyZX$^xCicnPZQFA%_cPKTIou<<^8)_!T%)E7_BX0VFpUWG(Zy- z8b{mE@J;7)mK1EG>I#7}-3+1e!SieADZ7yrr<3;m^PU`d&lSJxUs>7eGFQALX>GTa zO!FfQA!X~bp>8fP5@>BoYMP-^Rbf2s030})b?#UMzgYLkyS;+w=gW|?<|@P;)ZQ#+ zAnr}GeKGR^Ct=6DIzN+LiF%u}&_`BadyP7KGlwg6zFYz%cG{*8*Y;6Ajy<`<=h<-v zT=^JBTv%{-MogGeXSy45OT#wm9bP^i!5wzCy8$RE*!LlBDcqByV-ZMj4s&><8_MX4F+)4msb{ z?ewhz3}1{Te)O&VVuwxtQkTsqey~5Qv(Ub%MC@l9UXBJwYXdMSRem7Pd;979D8YFx zZ9gc`0x2`47HT0V7vsd2`E||BI$=zqP}s)oQ=zjvKD&WF0;*00z4K+mH0pb0aWnIej)M~~uXP903bt~EWSChJG`wvC-DF!PoN$M497a8s@r*yT@RQ_kZk9ezm^`yX7^P*p?cRGguI4zsgZID=;xj_y65d}F=&ncYMR`}TBCM?iv zSXCBZ$l24%$?vhV{Oh?~TOp{tfqXg6GG`ss{&->WWQ%2apO0dzzxu`mNh*U8!nAAE zrKq_9)U!079{`uFz>Q9MRnv@r$x}FzfKTm2QMXeDZn5NNJ?f|r_E=JG{wYj8Fs~ni zT&2h^L}T4-*PRUtHa>>SU0$;7o0~qWTevbWI*HKVCqPH>O$7mTE0CsJ(zt9Qi%MV7 z14*Jjgf=KZNnbLvd&G?f95K)0)Wh^mn@TO>94wp2p?Eht*aixB`R zaB)M!*Djsk9>rx}ih6jmyMGuIN%o28b+o@1ZJx<|4&nQ4Y9zVz%<61@`FfFWgS!9C z0VH0xS0bDb;guAYkrSlAt$NEB5u1aYIJ1P|; zu&*h>;c|UwFma8jt3&6c??$P4pPjTlfr->fOhNuvE2wnv>l+Z7&d#s!NI-dj2^>%V z6na%<{YvdrF?DHD5fP-G7;#T(#nNO%28&_n4v&WrvHV=q#r2*(MuAx~k6}lt^ zN%S|=tZ)5F@3fK8<6kyOcEJ-Hm5UShclK`XZd82qIoCH>tfTjd?taw4(HQ6?H-i_+ zjqXK`2EPR;h*b|OV;9A6K@H_*yuJk}8z}PEZUS|&>h6Mcd=l+3LD}X?SQK}G-N%i) zlV7qe%K{tYki2U58r;W z{c{CE^n4v@Z=$cvXT`kBA(A2M~d9y@QOKlzh_)fvTiT08F?27Ol*VI?EtJVtdmwy0Hg{( zpG*R!mvGv=uIRdHUAGD{IO)ozzOEHDi=M6Bk&jM4TpKfs%)SH}7;*YW`(9lB; zrGW@awK=7eV97DhWJq~A$aGLmt7|2+c&`jH5{(_6vNve`me>wZRF31Ul+(BCE^WR; zwLU%4Nsat+{Ji8rjgI-#e}-kgheeC8F;!NdLB3UI3Z+ew zFFyT93SAzM*S1-jH#_P5{%3yxV7*8}F(K=Rl@}*kQtdwX_#QKKPMLktyx`<=W1)3k zYV0*Q$5kK{ia$7;Qhz()2AP4Z?DH}&%o=w?k$|~~Uh;NT{#SUy^&V`e%(RpB;^1&n zOU*!ujzv@N+es%1DzPO?ahfwm;W_XAV&&J>Op(Wv705y*NEmB@8>b=w_yoRvP=b0u-YqSA};VjfDZIt)oJg<4Xj#f3rn8j3V zwK8fpr0{!MEa!s%LM#*+8URR(ATFN6p(Ayfb2V_t?UTuDespB?X zA7e7uttBcPf?k+sQq`BJq!%>IILx&aE>7ebBmQChVo6JixILnI76v4!J{Hb*mM`Q& z`(tryBXCBO?oW%m(!29;h>?xyKMXUpi;*yTUm)R#5^0oV)$j6)S|2m#fLQplzo$4H8k>X ztFyh}RjY!a)}b9m%(S(s?~ppyB0nJy+I8D*7OegnH=>=121G5)uA~7t%aHI0x6aAN zmf@x6Wwpi_ITnDFX390Hjb!g9P@ z{*{%Beojww(33Ob<>_5^dq_A(FBmk*-lYG?JIpyYAcCgO?xw(aQ%F(EW@prFTUeBN zX-+-0@c00Glb_M7#uM^(C<3N_4$!$Gf(3ThCm4tBe&jCy%6r;!&vn^3_a|5Ehzv@^ zV~`CjHQ;2$;oK|tVAsx?6_1;MX|n7wi0OQT$7-}c{0zDn6>QP$euQPBU+Jf` zqEe8*F69n3E#yaT*$@~0vf^Zix8TDsurZ2G*A8#?0AIi^fJ&8voAg@+R z!^p2W%@1WcpC5H1+_%Bsff!)l-*8lzJik~fp*PUrEp~$OH6n7g=UHz_(uRY8bE~au zzo!gU7x2=52P*=TNl&-(Hz|M0t4TURWmnVgGdqN-B3T%#_##l0aU1dB;ACgv3dz>O zI}qg|seyvM$>@L{-t<=J1{$p!@Q*A_QS5zr@Va4xn&4pU6i1u$qf@nQ{0)ggXHBcVWxCRxjwb*X ztdAK!OJ?A_#*?k|TNlSZs%`7y0kR8oK&d4x2J0S>6v$%C$=_&ly?M0sPm z`%JmxG{Mqsx?93kVj%#HsR5$S0rCF@M94?lkIZKaRnSBjnSJ@M`?nxEWj~-5+Vt@J z>ex)R4=oRc^iu#A(HwbiPG#&qRp@?^coYtj1XGOhO}9b&<=S|97Jx?O33rqIXZ9Al z8F(}72E8CP>s4Urt$IPJ>9y!m+_)48Gt}|n>X*Bm&~k3821?Y#dcmCzWlAr#cI5C) zOam~-1}k=L9?U{PB|{w_|CYhV8$)*VJ8#-2w+*X4dL|f}EoezcNknp?IjNfFW9gQS zLhnf~#?qj{w33h70OkdHwr&;7U4t`vW1o2sxRIVUbt?FF<5%?0e(?Z#b?L|vro(}6 z8+wDIWz=mv|A(eO;*`)jp>0}a+n8h?5P=q+gc`cu@L3ONNt;XSO}vo@{qps};03l# zn+r|${qoaw+W@BekJx5En~38z0MI_IU>@CK%97MyISy*>ZwAuO+l!{1D6*7b5)qC4 zO^xCARB_}K5=?=QR~NQ@E*#!stv9`StyfQ2vn6LR?0;zB)A{$cB$*#!JTt~YCz!R+ z%(-g#m;(5^6HK3V5tMSO1J3*j;{+5OWsT*tum^Y3`Vgy>Q?DZtpAsHb@qMK!d{SrgG@f`hPYf8gr&f_Z{TY}J3jA@ z5;z)z4OZczz3tJFLSM-MTQJPXOn#nxy(~68>}3W-HmAnuSd+&H94o& zb$~u9WzhiD%mK{cLp9cVFYF8Uw#VsCA)vWud4d$rMas8cx2e9qHi3XC{gsvT2bhC` z4t^+%OzqStRXBN*x>c?3@|=bmFb<|veGoS>#yr)ZoqOt=6p(4|ij9MLV#3o5L;TMS zcxuL)E<-}8l|?8PMtfEHexITY-x5Rl{-plS0m-Q8(SOkjf&mF-r|h~LqM#BqC^XfM zAp?Qi10;*KqcnpMf2OQS(iiWe1~6w=-(60lMweL@aw5t>AHy*Ye45aZ-HiD`tLEZG zRyHs4@;%RY$2SCb3Z}O}apzhq)u}_E^UiLf2L!oAW#70Dz|MwtvOWhvdCXvgP0$1n zKkicEF>5 z1r+p35B9>Lxp|U<%Hk<}la5f!()KaK+i)C#6DgYgmjtuijX?q-Ta}-4N}|Q)@U`z| zPi{3m4kmbYLV&&X=y5_sQ3WFD*v=!EgLN(oj`;ApW~MV_=3gG%j|TXhVs$@-c^TUJ|@!OrD3 z&Q7$Pxw$o1_uOY#G_xd)Kb?(Oj74*h;*|ITESi6PzCLJV;^_FU8x$D`vtN z9_YFI)>Yq&!#dlhd1yN52y0^NiMP4Si8&eD-N0xOSRn73<<}d9WtFnM)d-CTOL}OjRaI%RCS$yY(vU(3s%>iS_#gc|YqMKt9DtO)S ztKng+Pryckd1f`X&9!t1hN<(7IudY)lt=zS*RR@6%D)(DE^J)-s?$!*bO2*~jK-=`+Wig@e+EC_$UanJ}`qpBg$hI#)(&tGmu(}g9%zr z3$tF$r*tWG{KQVdI*CF93Di4oYaQlJ*%I)&YXTf(8;hd9eAtnyV5Hf1b8q%z<+> z#LKIC14`t!=>&y;8GR@G2|)4wCvy*^gLpY|FL_L@y4O>SqbeWGt`%*(|2d<|;WC$K z4~TKc1=W1*KM(c)36Kgp6rPD$a3w;Mc!H?Kv*)E{iCS{Ev^HJ*lU;wJ3D%9=ktGEX zG1Pt-Sdll`$bQ?%6g_b)kV0VNG)=^puXBJ!ApHq1|7{pqJyA5t^z3}m;=oUdc}1oy zVx9Z4t9^R@7VdWXcFFlyuP*W&Oi$1P;LCDey|fmr`3XC)I_>nRMM6_5;s{!fkV6Vq zCVb2=4LQNTl=Maw^iM`v{jJJZX?cq~Aof;)%AqnnSmzO5jx0uxjV9IN2g{qf0+`hg zU><;=#&+%=eg}5^RHM1;Mt~kYot)}6Vq~8zLm_d%i3`OboMsFLDZE6o6Xcv&@u8n~ZXDmt zdEghcgm=_w9!2Dj-tfN%vQJ?}y$Amx@_WbI4gjvBy=5;)^jOsl4lmO^2J9v@1l;Ik z+pRAPmW}N5{GE4OPQIGRO_mzZIt2@4NwYKYesmJ&wsEnM>}6exQl*%qYI9x$=sh00 ze>`GGn*C1+V3^Z5szjuVw9ov?MfkU}UB=gkL$|=lp}@Q@Z+BI`%Tvyc-m`0bWyX%L zXyPgg+(XjCWzLx)Q*n(v7PTy8<<4(F_bV7pIC|X(SA84N67p&Q(eF9(64_!)d+lt!CwyJ9IqBBP7>=>?0&bwwuuHsa>ZIBKwDD8KI+dEAH(R;n1HK;f zjMmsW`ay~;v&d*pQjGxnOSQK=@hO~rdjRA|n-C}oSX(p~P+rq7pw& zjWFiB`HX_1X6fqjKxJ}d*y`LAEGU$F#0?tkjW<)nIKi}*Du8HK=_;f9$+d7jf+kiJ z`r@^VRU%)tv`PQ)?zl_a@xSvXJP^cbd{6BAsN;heAr?c|#!x-upI(>X%z2RF?d*}# zN6-=P0+;1#J#nUYv2vO@QO5c5Z2Z7{HpryBIJc8ele#4ZXH!b8YiLT#(2=38uqr=v zCGM}CD1^X)ZH7+Dbe5AFKq1o8YWr5q>Hpz>Z@VpxloxQI07-6COox*{(+y@zwk%!0 zqNLXtQ>e1u0GeTEF!ViT`jCWyQz|Nzx3;WM>_9%o)VAXF4tg+0v5?1@~r3k5-)+v_{@Qr2dSf15zD*q1T+l99^WT;GO%Zjexwgz z+MN6;cd~>67s>eBH+{qgua%lp@-HtP`&EZ*9|~X?<7fr#a%O?Xez=Tz7NeP1J3Qi=cdI}5rKUz(t+h=@aXDa{`F70%g zcJ_Mc+|0WH0qnbz$vTB8sDF6@1XB%AudoiO%HG-lQ`Ei-LXrqNEI*|5<{pW#=>N)o z1e&-204!P#O9n!##@13#ZX@nH>BX;{g#Z}a$Kkqw4q~*vWANhm)oVfHUzl(DiD`rm zsEO8jAw=sN@CetPZEbTjdXC7+YOKQ7uQlaEo}@gGnymRoFqTTDw(tlQ4MJ0Kg_oxJ zk_v@b5Wr`B3I$o=wbZ~%=QET{&K`W59F}y5z;vf@2QMVhdDmd%#~i;Xc-Uh$g~1IW zcy_O?cJI9xqOj=Pz^>J?v8p=G-Y4>M7eQws8%X;Wf$2x84D5?ysm4aV^K_tb%f(y! ze=snfi7X;)_H-K?m~1uvcG;hB!YMt~duLEFT7{@&i(r=1uOwF3Z#lo_kwC|nIGyi} z8O%1<4s*ZVm8|=!T0+5_>Xi{R`o7CJ-)1KHOT!%l8+`*;eex1zH$4PaORPdN$xBG)g3Y{X5=X?C*d9Y8O68r~_+!F%bB0wwu%GEJ%;AgY-zsX2O8A zh<%uUUbt^w6LXUO`En95*4C@zqf&b%8W3QkZf$z3R1Va=PBw%-IlXtY4gHGsJ*ZG9B@Fujx;j$W|a#~a2!G= zV7lTc8D3MzDc-cn=dGrA<3xc|0t}iQioKjG9?>ijVf;j?=uK%rr|8NySBjhT7 z#*a9Z@%rBYwP!DBD7K;%giF|B=QUl^BGPoY@LZ?bc@zkV#knfP<@*7d3MJLIE4muq5{APn7Hl5 z7~l8pSv2R$7cNw5X_Wo61+Ly^Iqlo6H84m4qN6mU7>}x+j#Et$Px@l3BM!zi$=|p` z$X#g#j9^MQbe#4mYhoMy5DF(6wfX_)#~Zm@2D>QN}{tTJ2Qf@)2Wp(uB5t!0oN|M$Uk`>SE0 zw{3D&-j$4#Ec@9=PZNsyGfN>qKNX2>(VtM=LcDDbhG53G3<<#?|&FHzNxyH9!7pMu*Hj+uen zN*I37u~6_+3UcD5sidjdL6Tfe^$_vkc%KFBX3X5CXlw9bRW2wp(b!>)}=WQzJ=-)bm~-U4VyNwqV- z=j8`LCkfUVLOM%!mVgHAN>(%dlg_3E973QYx5WaVL&1{!ky%2!_Y*iy8JP&~_>a)g6)9 zI@j>1vn;HwYR37ke88so;bd|}S{|>2T}$#tCXxdj{QkJrf|lBkihvsJh5qSjgTwJz z{fZuLDbV$RS@Y#-Wx6V=U}ofHx2Y}`P3z(FuXfzM9kU6Kq=5i>uFJOM_E+#FFqS*6 z5g}C^J;;N9fyQbfdef>C)nZ}7OLDHr?ffpCF?av6D?(nMx|J)<|GcXrQCkP z4hA=$Z6+qGIP%b2A6d+qC*mlRPXgct>XF2|612^;;LIa(T2uENug&|E=N|C_5zeTb z*7X18BMu4L*s932HZqi!!0=GDmM z;Z0PgI-{!}=2Yrnak+cRxAsx7x0lv12i5Fog=@9V8U8*XSGE&s9e_dYE^2qRiwB2Yt*OG&2J+d| zI>1N>p&GkTB@rdC%~GS$nj=a#!J!L2ls=9|2T4UK}Ia|?2LEK0TYnITi=W#uw2<{&80EO{kjHUsk;qp@REk# zdUB5K@t$Ib$=9>A1@oMLj$zE#$A)-L&jNTtx&s(oV5Cu7Nzzq3jiOHD0F7s} zvF3jxJ)hIT-*XuJfv6~0YzftG=^bk^MXO?&p0^JugUFhPYeSR1Gn;W{h!Y!8!JiJc zkQa^~bB1s-q%X|%p@lAK4cE2x&K6{qT1K3j@P`L-u4!hEMqQZNX>kIJ_lCuGqy#J-f+B1f!nWW~m7?o_BQ;_8NNS z^k;J3tubCk-qKcOwfo>rU%|#$7&(SO%R7qDp5OQqM$``-AN=K481ViIr&@E}T4a?M zLOLiNyQ#!lv8C|Xi32%M9xQY=cyXbcC1MHZLvG2Tar|5@c3w4tHW;bdu!h!(8kqO< z_PBsfTt+AQ9@iPz*pJ#wtJ$rnvDBA}r}rrf^89A}t!dLNodJl zP739A2`O|Ntd0^E>IfXI2#F+$cDE`^3AZ+|S=TOU-`|lnk%^dAK1V|Q%dWL1)!t>o z9;>#>>r^0BArQ$&rC-_@KkfDLwB$oE6RbvDqy`>&9P1QIiJfhN}e0%_j;bcJ6TY+~02*lkwgh+h_IMurv^+$cyOfnEz%y;qq3V zzCXh;>%w@k#P7>G!NH07@IaPzsCxK&u@&0L&r~m^Of{eZ3OWwdfa@YBD-*VTtC0X( zI<`Hj6!@qXVkYNtOpAfz*P!XL7e8P=xy@8_P*ceJ%Xdz{Ywn;&WKf8y33bf1x-V9) z$Fg{{pr;x47wg6|2xBwkEsv>-wAASD9e?Y#5L}Y4efkYi(`CU+EWel&1h);Mtmw)%y=rC0_$Y;k~bkRZ0|{$|Uw zQ-8khEsqrw_F9^{oG`^~Nl+cOD-F0-oYTHySEmrG6?PQ8BE*&?9z4X&jnDzmo%$wz zry=R>o)AHK(ELrL8a>nQ*p~F~(XgU+i2 zzA3b-TBr|B)YTqG!Jlmku`eB*jy*ZrU$VHZ1Kl!qN~h{zw1p!2ZJyK3{+Cka(PfV zfF@Y5Nf3nWmmsWRBn(LAViC$GM%33vy81aBwi>B0)vL%U%Inrf2X-_RLE7( zV53nj7utj_xc>~7khKXGb?@(Pn;#drAB>N;Ys}ussB3gQpVXru>gsKGq>JGH@wTcq zOLpHx$}+mxR84Bpze*_rmXN_6Wr)$$6h)Swk`7faWi+jZgGrj$qaU*TS9kAf0+*Lq zKf&c~w5$Sjg%h0KX}{Wps@<65Z}Z0|oG0!aYyEr?%b<<0$PkG!{)~&&;!f+e&)qW+ex)wtBiIylvB#q4c-Gr zYIK;`RqJqrI7KN1Js3P$TgDtU>CO8U`|Dy0ewsskUj4&i*8Ov5WuLp*ik;6g0TLQn z+izCFJD*)SKFpmp>l}+CEI{PZL$5h<1cn^N&~g`_rr=YTEj8aBjoWg1QyuP0JV`yZ zL=Y;GfU*c@ZcCxOXe$1&)&U;Gq`WubA@E@CEQQVS^hjm5Z>uwmdxUYN3me3vv>##{ zL~kaar~bfbB@f4uW8f@V9G%u_iAop{a_-avE@)(ssW*!;8{AC->zy<(c}6uU`r=f( zHR?81kBW6XF~w;lP9^1LxNoWVek`#_>o3Q6YK-b&Sqn*g0gC-G;2@>xl<^y#_4U;O znTM&0Xk~tB^l%!jFAHIvvQkhJA4l~M)TI92?H5>j!rLgt)Tjas&xyPVuhCRZ(Hiom zJ+D=ll^pLsj*;^i%w7bY&i$jDHtxaYRj+Op0dg0|-Xh%DeIxv<KLI(i8e9ySO_zz3zGP zurq0cIQj}_1_d`MQVqL6gSzm?_fe@Xo&60_`M#XJJLUUPxuO&fq{|H~gHugLv;&Lu zu*wPTpHA6dd%Um))%!}{n}$r3WmiMk4_xOh1!11HQ7?@_@BIdIk7X8>S0Su?B5l>~ zvO#V#{76ZywfEkA#kvOZC1LyrtvW2WJyV$~3vQ&BoeBf>tRp$}bW3y=!IH(0y?VJ5 zyT%kP!1G7Ni8z1f3-b1tn5*k2V(>X=vOS$4w!hq#U#&)-L(y%bZlt$5Z*v$x7jY0C z2j`Ad-gezfe~zsz8B}+(uM|CHJ)73PmG01FFzWTKT?3qI@Mc4atM~R*_X;J(u%o;i z9PWwBoR*&^xM#j{q-oWlGtIxXF`8oLL@Vq<<{Qxqo+*{JPr^Q6>gMjJ*HiDXARIvJ z%>}}mOC0;z=r5VPPH%KPfucTyWmkBfHh$U$b}(s|=s37~Vyin%U)keiBn@tVD7S7y z$H#8AD$r*OO7kQ&lVt3CT6yMAXbtx=eqthvc;AjIZC~BL6u344LWrQ+467#%IORJ} zqO27-Xk3^)r@XzU5VdLxRhl@T1zvmR*LcM7{fc=Zy*Qm*`*FC;yuInZT$2adJK4Cg z<_lk=tK)mJa@Xh(L_AV?b<7O_6!O*k)Pj;9~Z2Qj|%r_ME;%s(f=z93UV&xI6vRyP|cCK2Eb!FS>#!uiA z8bgPdf6su9;1TnA`T*vAiI?LWQbU+4!Wi^SmtUX3)9QEb?mLqlp(*49l`ee8EPbwr z)@B=Fwq17%RbL#1BhU|RczbIJo5-uFQ90el=&MkgkF>%4!0|L_7Q1h(;Bo`UOAv4R z>(If>msmZ>KcGJRxM@D^FMq4KE-=x>^4KzPqQn{wP<4ujtY3S}hGk#SJ~T>oI~}h& zV~_rtIJj6m? zqinielepM&k9WIrc|w!)4d<^KpX7OzG}5ENv5o`SULUHgeVe41tSGAfm~ z-Q9Sn3^PB|InhO)){w@g5LIa`zcX1wElBM_Y8|}DFvm;Fm6>tmWS}2nGcdEe@`{U< z+eJE!npabyv(`UVbP~~kuSrho!{Nr0;{|5$MT+eWH+6XHUtF2XxuC#Hfe%8!M1PI* z#;DA#5Q)GdUGUyn$}>UG5ugF`>c`IO!8LCQ$6NtY2{+gn?FZEuLJC%-QEiXJ43V_s zcgOu7Yh5{tXtgzgB?Hvxd?&5$?qjLpmU&vDRvx7>-^=Da{}ABdTE77W)u#5^k4+}V z9}W;cHzvXwIg2y3gD+EPbT-4r@?PBL__`qvh#>jKN_$`=x~D!|Kjjh#tjweL4z!Ke z7{vnFH{Xi~ZctgBw0b^uAZ>1>_m zcGUpAdApr`OkW#{VJ?kNA?}|{(L37X#aaY4;aHLzKQN|}V?-{b#s_owi^bpw>vwk6 zlvN88(|7V;+)kzq9iSF+xi!<(#nX|PUn(Ayb(8`*z+KHQHn4P{W6&TqBgUpUwKSQ&oz!`L1Q?=3@H zZNi5z(HS;(&lqo`g}S$=pF@#UCz?Pg97|OsZmHF)Y*@RofZNxrksw2wzkg@eWy%r0 z)VQRvonsDA0Qr{t!qGu15yc}=%qR>mu@Q`WkheunJa={1twVW5ttv5b;8!Ae6q5oQ zB|XkqSe1((5|ZX#LH%%JlXZo82P!svCP1obJylyUy|(#s(HzaD6QdF!7V5&LYx`hw zl;4cwlMi>h+sW81 z_v-3;l^H7ezR&~bVg`%rdPD)?c2qXnEG`9-D$R9dPnp;!JA${Ur|NKx2g0uUF+M54&Yob+!Zal!+~qj7T9Wv2pZlRz|EA?H*| zlogwj7Wx2lqJlAVS_Bw=W{x|1c-YTubY5zK*pzD?45|Cm3;=Tl)Hi}SASr$9qfgqt zJEfvQvs2xUO)Qs(p8B%2*0?&{7Sg)68Dj8zanI3<80p&-vziwPSvsR>6f8IIHamaF zn4@f+{|>|Ra@kIfxQN3tDmwd^EUgCIS9L6w5mOIY0Ld#LPBkyd)`6DrdiiGx&+m6E zC15ASIh-|%ciKx{KC?ze)Ec$yMe0o!V!~uG*?|X{700tzmfT3a{RbQFPbVgfXTId+ z{i|CE7*`ow3Bn%Hj)}LMcMEs5ONe`k2d={MtG(})YHUvVsXv;0&6p!Pii(sW}iD(U5$4x5vCd>8N*te^C2Jo+Lw+8^tB=U%O&v%v%)C*}U@UbHe9Jd>aU!v&bRabiGgyk)N zMx`fjA@<5e=Zgq`-3-zK_e1WC z!Y7~1LktKs_w;|6dC|uv?>vldEApJFextBGYi1x#b>EwHWVP&m3X8XiQUU#ErBABh z`IfthnC;wMWK33)XqV8;LPHx8xD*_tJWIJ39{?GElssTWckNhbbjHZ;&RVVMhMDG@ zBQqz*V2eQAoSotti^1Qk5S5!8b77F(E2#MyWFE${e|o#|yxKkDC$ev%SS{d&@n1~c zigD_LXbMH1RvDpK{lwz2Qf2t>MU|!}S}g>ncP`)8{doelaM+{)#%&M`uja0Hp1_Qgqo|h6HV#kYPoxz|k984ee$p~3nW{je zLR|9+wT#ZY{V*vkLz+*s8Mk0BQmA$Ft@K0Hztp7bJ8sWSkE29w*SS;Mnn7$v_u1?K zKa8v62ZJw#oUauESjx0_=-y8SK{8?K?@yspSC{wShdWN7-~I=xXlQ_0q#~S%b8K2$Up7EVUZVsw2cqBKHO*q<%Q<*^DwJmj&zyf*)Ae;n^*8f+PE_x(wtWee-fO?cIh1 z4J8R%{D;n4!wrSETk&2vFVVnAiJm^l6C^O&z+#D^89-;;{`%+`5*IJTx}uc7B9lGp zL0;gO$Ha9So?^V0e*V>QQW!^7c%!%3dlnl-$2Ur%mjAU~HrvsGwXW|ml1x5%3Ibo> zrL&kVi+~w7;2%Zat%{3lO7$qe8iOh0JI$Pmv)`sZnNADyBqa3c!FIU$O9ZvCHZh;fy0(ZriboTE2+S>G77`V-nqq%%9sHF8 z8NkMxPIS=?qRV=sXQ$pIuE}~zRS7tpC7}puVVAW~%h>o({i=M|C5XkNM%-U+?QSpg zCTd_KBk)Taw09p~5Vjxu*`zDB<6)xg`X!!T78Wpv1h9u;pa34`NJ z#dR~!WPe$sUiV_v|FCZ zuKQ(SJ+MkKg~o5hB<4QAFCU5}!Y2gN-_5J73T7&*T(e@J+iGt5Rc8dMwVJ!{n0^i* z=oYr2zXbc}5>H$t6xResV~!7JzOE^emhe=|+u&N&irjeT&AoEgHxJgVM$i@joQ;Tm za|)zkRb?oa2aE)3tt1F0N_i}NQt0z633NV^}a41*9&UE@Dggd z+$vEg7c|tXFn8V&+dTWIhwP<{9wFEqUcd_nrQzEQPSN?hJ(up-5YutKfw^xkfp^J5 zf=WfB$1^vxyMOVc*KdtKlWN(}fpGZZUz1dh%;D)|F}R_p$KrE`o0}HAIP=e}P%Pq_ zC${b0etVrvy)a@N7=Kq?-`2+dVZQZH?971);sE*KXg9S$^_vB^o^RiG0Rmku3Ok5| zkWN^Qs6|Y)Ybwj@#@b$=Q@=ytEz-uEQ;(!2(Je7l8j^Ol0EifvQtautm&izIWV<4GH^$7a1)XPGm{F$$Xe}-*@XCA z<%I{1MP~(x7roZEi|&3|oqfJG7H-7L<|oDrUuqM1OdLVlGA-{gRD};Wl6nb%dtMcf zh9!-bLQBXup$YTm)kM38Xu-2ji#qAIlbm3ynR^%kk%a4abLRNiL! zFgtx+vY3ge&i%xlDeiqU0=e@pJauR3rCA0ghQ8D9C_`*FP&AXzhKgpEe{~E}FeCfb z?m4u*c4&y{>blKHEgU@uIc1_p8+D-ssr{$sKbh%MFmnVihKj*AIlis^fwKmG?ivvYqZW%@k-XkdidL z3)=-v#YxSuUD2w`ReO=8X{#NJ%))J8r9mQpLj1qXBk(b#0W?{_KN@Sq_1F=r5Afd; zt%N;$!0EHYz^sg~kleXl<$=nqeB6(g0s34khgY=ZWQAM;AGMScra$6yzXk0qu0i)(gFqGVT4c}^qfB+HptRsgRi{zKdmV;6NB)irFKg%Vn-I!nDPcdc9{5GRxmw4Xu|jjnF<72k zW9Fm+)^v47S0wfjR3383{>%E@h6~GOP8&Z_T5e4DC zGiNfMV8A9c$0w$v=vW0Ch1f)SL|Yj#sd#v%Co>CNVhV% z6F}3xlM=@q3q0c@q4{z5b1o6NT#ZkCIQwj~9)U2aMgGlyixQo!G@VagZ{?bNdKX=m z`+1k=mqG9WBByuXipo?cyt$@~wg!nw!3uTHlHULezh@)cd!1yOWauS3=#Gwz+}3qaR< z`1>D5)07va4~|F!fSvlJHNI{j|4KB=k5_Rq)($Qp0>!0jkr-v+K)-$ zfV3%Qb-M||#=w!$i|!kzq=I^DdL7SScAk(ABtw52dZ`pEvd4tKW&zM-;DSmM%C0Gl zi+Ai@34fqtY$$^8 zO&GS9v*#G=4!_eFne}+{sn-2ZQ|8~)nw+?EL3!zKg-6ce#YHT7^_Ua(?g*YQCRX2| zwNo^^GKEld9h%#VD{4I1Q@P2h5Lr7nn#_qy|6gKJ~n zLC6KyI$%{t@VMBOhvN4@^|uSaDXe<#Dg(1W*Yp{?skPCj^_4dl=QU(_7(YYGT9gw5 z(cL+s?Y0RqVu6;cRiK8Po+w2HWQGk&)d1gi4DLVn}o=r+w}7!*Fvgk51aV6F%h zO)bh`*h&N{ryMAngKW~)i1M&qt`2%WZ5OPp{CbI%z6~<_2oF{UNyH9pEZ*w{y|$3&hX_0v*OiqOOk7M6l;)-DIlgv2$lIB-;_B@nxGJn`$4FhWazS zWi~-@{pl+Yttk?-aTlXu;K#piPn!dE=a236 zDCt!}({j&r(KR4IrlZ3FaJP#qH$LgNlyLA@PQPbe84gApc#=+k_Qv9R8&Dgk=*=8j zxrCh-CtpeXU-@PoX#iao&$5RK2&d)~u$foL4X{zGt>2rSL^p>YO~%^|t}=-*%6P*g z%_=&xTAgZ}TfX;Dt*Jo8aygx(cfR@_r5~I_lxe}0ZMdqN${=Kr1$8PWLyG+T_n{O> zYzRi5mJnllzlJ50mCvjGx?Rnxm->J798h>5jR<>#Ox6aqZ5JLDuWmL`3K}-#+?J`r zS{f<4Uyl{nH$7um-)Q3`ne>h;blq3)LeDAWE0Ta(mJ0oz-7f&QN3C(WgLQ$|0haR7 z1~-46!qeKU%fVf7k89#g(VMxc&v+A~Z*?v-Ud^FG6{7yb?tDE9j^v9h8RRBFe91)g z$Z;`sWcI{>EJ&D)dNS95t|z;M5l383Ym5J0;?8x&w%NyZcABd1x)k-0(|tfGnn0A9 zUWRg(dqkSvEs@jlTMB{8WGVXK&gM2MTO(_eVJ5s0Y(rk1fv&!_U*KMM_rF-I@1vPp zU!gL&Z?wU0O}ES2i+C9eOwVKJX}I=7!Ez`6qd6Gl5y1GY7Rz>?8OR)=%aSS>$%PyC ztZ~_Qv@gr?*)d@=-koh}vv1dri=>euFhyln3&DKPzAdhe=(DnD_x|ehqATNuKo_X( zFmnLz*N-P3;irli?_77uu-e@OFMJ_S!Q1!Jh==38>Hz&e%`sqmWOV-c(XBI{WrfOA z@XhNTTYVd!XYpf;Q5JIceZ6dh-Im5J(RiCFtyK0=-)XJ z(DB5HOmj>J^WA0{Jm01-ZhIkPoBLz`_`|v^4Wu~1A3A+L1FF3N>?Z;S${%D zRdMz4ep~IwKW^g4%n*JL5`%vOsp3WHnR}NB>UYK)v8eFGVbzhyrR))uGbe+iooDh<+b24b?`EWdRt+$0;Ky2-uXzfnPxKxE%T$6A${k!}jXU&CA!w(k2(hE*n+R=3pEk~Gx>a4^@k zlA>)mQwzQ}7JDW<`&w}s*bSZMI~VR8M|wxLedXzjlj?rrgo|XxY2BX+?#dc-HRwn? z`?DnXXDoGy+4w7gRN)qfRyRm6L%PE52ZMji87a~sRM*j-V!q9<*`AA=O^-%gjp&cp znyaJH!Uc1VkzYvzmLEz>#zf`oh{hxe;6DTcdfX)-QjCr~pc^SF+}4)+8ZctYl8i~= z(;i!c2`3Sf<7y$V{uG2?*p3*Y|0n9|K=Nn<$x7IwpjovI2WSFS-^(Q)Z9{K^ph zs;i=opy-N&6*P9d^9=qdw%AI~xUdQfJ@^9!p~FaLgEihC|wr27e0VkE}CMMm(Ts^kxHhm z{1GEh8Xds|qTDXnY9TF?^xDM{1p8G!sX7hcHP-A$Vk(HKkJ3AJ(>)&;AvOzC0`7#h z?+*%_f76qdRlK?ry~c}@;nCDq#{Q?09v;N$f?6#t+;3K7ZDbl45SEC87W5m=_^6@oP5{Tj@3Q_NIa*T;^;_{FZ?eOetQUI?Wy{?@IMS*dFO_t+aqXH4Mj zg6>|FdWCNn>9W!iJui^@<{6mupbJysmcPv-VrOHGNg&K^rTOg>qu%s^I_q!JZn$!HRR#&D}SF3Zz# zzFc)}ncx+b(Zjk3w(dq+r?DDDaD*qsCEU9;qc2V4y>`B$;*R8dT@BzOP@+xaDAGWeRmu??1wjE))^Bde91y*( z#W~y{!->Lr&$K}ru@e)AjTxa&e8N#MCFzSqVp5xWk6T*$;GhlvrtFPETVf zSQt!~l?_^LAl&=*iQvImGtIdLFQFgNl?4*VVwJs-(mdDQ1{&J@vW6-zFAh}Xx-NoZ zLmg2-;-XOhHFeT-sT3;exEaAOG60}Ro;d$6z#GVEAC`Xgx+maft*LBML4yA)_fLv} zfde^+`!5BHYodf!?&?_k=XcUSQQTW@mQ_d;4526QYztScbO)woaj(NUWO zX-NLAV5P7M6j(Y#@awQ|tn?5H-Ie`?;~tr{bsYr8ds~hYvsPncNqJz9ew|nk6zWSe zQV2p=h*>HqYZdwB6ZiVQfK#eDH&n$B01B0HccFq{b*b;XXCwR~dfY#@_j*%s_+5y) zuMZfWN&B!>E;J`_gZ z0Cc2m2VeQnIuRldp8k%$xnFxbvS*&;{g{Rt=}7`lckQ)+on6cXM_SJ_FZ&*;3#w-O!F+bLuJPQT z^gmaeL7*aFt0ld&dk)*Id78Z~^0%AaFsi3%+N-aqi zn#%b2Gf!mT2uYcO%7xa>i0q+Co*IWsVoA3kxK4JJD=sRZ_31UQ#)z*(KpuoT24((| z2QGHo@vl;yTVwlrQj@o!NC_D8gYSbbj!G-W%r88_gZTAsVDyyoRU8Oqe!Dy|6t{i1 z!k3NT(QMZ$C(po<_nA6D9J^M%TObs!LuvcA&=0I%Nl zI!C)f5S=~)e8TR4a1)>kw?Q>!egdcbq8J#Jlv&{5>l&Cib;gfo@yBkMFUX=SRuc0` zf4hL6o84jH+%K+S;&J*XE|`@0Cp-~9BYseiL!PdG{va=2u@2D}*nJm}Ibs2Eu`K^H zPHp**x%U;{PjAj;hly2Tu`|Q<8)TN6JI^q`X98d5ORP})3#T?cDDs4={1YDij{J#3 zIFUT!>9J7~jwQCG3 z%xM(OZ^koUc`T6qRY-`wfV{uJ#(QUAbLv*#(c3jikB@AhG?2I63RE%(H2`PADpOvK zMV?f`sn@(o!*OuBhaNelRbKF=h23V;Yo=tkQ*%=p@HG-@!&tv(P`EhSM_O=t`A2*u z1@czeG1~l>yj79A?9(=f{tFI{KK`pN2vFdL0$1x$5cmVaK^91$$0s{Vdr~bT08TbY zJd5#wik;d}*H<9q10 z?HWh8j@>`c0C5ronwIO&B}3`5xCV!}K^YW;x)qV)K+oF8A7|dWDS1pCZZF{qXzJ$c zbD`!Pqn)mR!ESrUMHsz&2+xa+rLgR4GO;R_tvxj8ou<|66x(xHjD$Rhg5o& zzq9}h8T^OcQ>SsNk6|`>9q#M7^;zxSM-{SGSs-OYaY}H6p6f>HbTKFm>@eCYl}xH# z9YMflnc+9YRw6o}x!C`-xnj$3FN8u_H2|P^%l~NUB>|Sr<|8bBaO4z=(~F>ku=ZYx zZ=RFlb7nhGrC3)Q{;Wn6a4ajo-bR3Efk>Pd&_mJ0_s&!XC4QND?36w~mKCB)3ScEQ z*R#`y_KNuuVW8m>ARkc`^ldy2v(vj~DCehs?>8Bji@|o!Zp!~(^%_+%Iwv2nf&+Ge zxaN@a64rUwpaDQnvw9Dy6V?G#UJSpTZb zxLU_2OJ1>0HEx;}8!?=R=U_{MTsB?CD3RUU(0!#J=gsdf96o~4pr@a8^h3q{HUZJf z<6E?Hv!7}b3!204-}<9!Eye&55U6sc2b>kjDoHAI<<+3JKoW6<3R+JQHZ2E_@^5>* zDgE-9VBi~Z2^7j zEVa##{IT1OTWvzr!S`frpplUgltO1OPpXjPL)p z(rR?D@LPSX77LFYJ5Nawq&6Q}Nwhu+L=76Ov3<+w=W2XlkfBs3^T`H~{BzJTMn@V~ zz(hnr0a*UpYSP>1kQ&aU%0Bq5H`tPkK*HAf=;tIpU;34ota)?y+|Pc1>TyTKe9#VY zE_g8Gx_L^$BI9B|)sgHulKrj(;?!H1v4P0gU9=!GS6maK$UINcP{k?2jVnOt2hrqR z{7&Bt9A|SUfekR-3UTEH#Z^Ev1c(V;dR`9Ym7Mk9$x<9GKd>WW!L{!PHZT@tyaOiP z!8?bPWypdf-+(^F!cyw&=J4exYf+P#(WBVwZPjl}>IjGw{BKSIb-seCJxz98^T>9m z;?!zyCs<-3&a@JjJY~iO3FT^l`M~NN4n8>>00yU+KatVQ! z31Y_mr_l%QL%z)tK$8xNx1bTay$AE@N#4nK!yJ&s$s;K1?t+xJ*+-?*GKm?=?_>D z_cP_wfQ?;HRj7d0WJLI}U5_9I=PY0yeoqkFlWXWu*Pk%6*?v`&xGgLN%Z5%xQumNM zaDiltwrhBUnQ^X2Z*=q*{X`5Q4IkZ5iDxV7a*7X4JtCjf9)se%@0Wv9X%5g^VZ8bn z3+L>$_5@L}oybmEBo3@>yRo?K0vy4^6i0Z4jcz4_`|D>X;6m@wRvnH$LB5AQp%sbm z)k<4TNmd;A zx%p+6B0${$(cErYUd4P3fD~YP<+2&27eKdIWzfh}G9~o{fdsZJxku0O7>0wrBA&vl zBN}Dd(yVrseJzjPvj7z^t(rBRu9$g;dBsfoh$HvwuYLdm;~b)}*oKmyRR`!m-{j*> z`o1ndMUscbpyr$qmTnL8W%x|#Qp_s5c&?&_37$&NX(kZS^Rv0?q~dt`gM5wjFJ5<7 zbU~*6^Kg?YK*QB+y~Fs7jr^qdexKB$%eNUXR!PsJ-0GoN?g2ayqyd*4d4Z+Tz^)<1 z0@y~oUuL?VOE#s+wtK4tjT8;CDdU&0q>MU%JcFfqN2i3^u63E$W(T}6MT{#);^GJ* zYv3wk;i=Hesj32_hfu^#x)p~{JdxH04_w-gc5HEpbEbDpksdEB@j>GOZ zcWBN5s+CL}c3y4+;_KoZ!mzVAL-B7w#v_y77bphT&SqWcCPr#H)y_#M#~Pj`bm5Ux ztUy^7ucT88`S)gtqUqS254nclz@Z+%!rv#z2>|W<}0)_lcb+|VZ z=(Ksd?BEDo3FQd*FQ-rySN%nBP6q*D6?c8!qxCpGH)D;p^>Ccjy5zXu^EdxK8V1h! z^{%csY*2O4TN~wmFgM>R9Ww&@VkW&d|0rZ6(Sia7Y26(tIfoG9X+UK7g%D3al3!|5 zrczK^7iF*ms}1MX26g!7F>)UdN0?}) zYFN^Q$~^M%&)r{NUm}W@p(Cgb5@?{wb6Rk_GU7Ndm1Z#~44RKbT+RETq zIC&_^Jwz_)-&B9Eg!3*e5nWY^KM=(BYbM&^-R@il8f!Vao$3Ip6lsD>`=)~lSn4#{ z5`^l>Y?YJtV}OX-Cb){NJRJL0nxF4kkh=*M11@N4z%r2h9C$3NpnR}TOKe;%K2d*T zhJ6vSk@)P~p(jberB*3G6)ei)=kgyJsXu?XF@sM-RM%vBD_%9k`A3fL8PC78wK418 zu((0aTR~3q9_@Dhh z-!hc|#<9m{rCYQ*&%3@XzSL^;5o+YpXL%$jcd{MJj7{3fNC5(-EmATluRT~dD143h z5IPtk&j4h=3s;+0dM8`2OxN`|iSrDnCiahw^s*>Yd z&xx6as=uwo{FPThfp8KB%*-VH1n_SFG);4It`7>l1^S?raazM`B?J-K9v#Kzfc9f* zf!lZi@bFd#^g$nrG?7&_1Y9$(FgMvQl!Hhp=f%OJOrUltJD&W!i|zmUU@mMXUf5e3 zGUl5bc4rpHi5`+x?0=hr$c&&bE;Zj8HC0M|>NGGw`q=>bV-lHk4Xn)sMTMEDFnBpM z;bA^m;4paEILqgnJnZqW*!}2C!H>885N2~^$A$;yVhJ#=JEMhTHgc+2g?K0yX)Dl%0$y9W@IGq z7HDdofqt;4u?Ls#m?O8cZjGyXIIW!>D|ROBw46rKoLW}~K?aB8#$kwOadG7heSFIK zg(5w9O}T$|*ZoTIXiiCtt6il)pyf5VVR}E>fyUVPy`p2SLXytnPmpl)l|!1b4%gwvE^Xp#UutTEeZKPiu%2_H2U9$tv(HlI@MgeW5LX@3U_o zik*LW`HUgfd4DEuWrJ$bA+r!$M34kU5WvjK7S8K0brTWW^ zA?t|m@s1$oo7dKTx5L;`qIrUn21F~b3Eu{Zc_`4|u?3Tbx86s@1>g^Z+0l3CKj-$(G+Q;*p3xG}@B>=4;Gx!#W~A`@7=P*LAOEKN20~!=qz*aB zEH-@-UC_F3wm?qiMNTEk`sg8uO~f*0Z%x?}hKsbpkt-VNsmEeWlLnls466E_@BgsT z|IowVw}?cNeZMqX34 zsNpOVhqKpLVkbE3YrfoMV0mRk$X@&fmHqiKKnDhec4MHfKtu4G{_QbRJA|g1a%<7U|^yQ`*<^bwl_VZ1r6J zP|qMCX)S)A&99Hua>Fko=sL5fOhAmW))n@olfX$X%`g$3I*4UC<(^{= z?_D>y@Xvl%3!G&a|FVlg!H`-5ZTM_48}Q85%%n%z#ec1x!U<`ULS^L`?vT zxwWg85d#js*|?nqB|-0Ug2n8}v$o1U$}SM1_N~(1L1GzHOJ%}`H8Id+hEUsNUZSK( zjDQO8OU?Sg<$*qijI}N<=l}26;ihs)JR=AW*hx@c0s_d}OCpX7T8hDZsC+#2J>6lC z$-(IvzUgW%yz0PO$;6p*p-)R~TnVmlaLIHWt2E?^&$hBYnBBT?#~A_6Lg_W53E|uX#7%m~2DU0j2&&r(xdJ~a2`c_cLbvCS&g{Q_B$>ggmKG!*~j*&GFw_g9pPCG!n&%?NJ~8bwZma&7OHXJb06=K?zF{jHi<{A!axb(XS- z(LxyPJBBKUxhJVnw?>B#1`GVJdjy_@+=Qvns4t;%9dH9ioxQ@nIHPQ{ zDnJZ3m5zgD*n>7#5W%GTn}I5OV85D|rQF**?3tK1bTV+JfEDPD0+E+!E! zV|h{sNBfc%HKDbsfgBB7q&QhL*T>+(>yV(hq||Qp)g)}@zPl3YjiS}xHgz%sh0{=! zl+#E&7Wfd6ry=PJ`k_=q;wF7*9GvwCkCQH^`-TNaY zRp*8&Dq0%M(EHdr>SjpEB@TPDW~MXVG)A%+aikmCS(f`kyN~QvT1U*6D$Pe2`2Vf(XZv3+w|l zI~l5ik-H=?M{+)GLUp*2B%R{k>3;rnN<~4~bkOlv4O*wlL6A&)9fME! zk+M2Az?m&VwZVbz0nBJq?M2o9jGBNQbOa52@kTT(g(T+aVOPe+Fn*FQf&}|bBk?Pa zn5Qo>M4-;44i^D0;ugOQ<7B>l+XdbeqWi&~qNVf3^q63_@A*A_5}d)g2{%4SB4_MN zEx-VWI|xjo$MsOr)!`!b^BXAdO~tN-U@!CkZyjU-4!#Y_e%#*Kzzy=H;I1(X@H2is zgT%S6>oq??BFH|15rZ39o5Kwx$Dk#_rz#Ay%Mp?WzVsFO(;4eT$2Cx*E4Dy2BTuD~ zOlPvYxYLtbKW;(Tbn+)VQ%Qk~N+N;@wuzxU57B3%lY zxmND3VRrTl`=G3F|I0-6|M4XjBs1_0eurP;#Q7$!`7DwX=4aGb+NfHzavKi5>PF^fo(CAu0k^pL2oZc!zp=nxu*Y%+iSg|L^PM^h?0Bg z|1ddXdhm>Bo4g){ojP@*zW0|1#l@c4tc`cnu{giS4Gx6mza9a-sQg8qOtqsg+x5y}fOKQb%LcBL}WwYOW(O*$xy7_m1-NBZV24QOQy!{zu z;+G)K$dsT%1HKrTRP@qFgU+uu59dRNc=DxI=l3yJ*bFtlAvNu)_anoD>Ll$roL*3U zc#f^J=sJ;ZHKG$%{vqOJ%JQ=}*V4rh$`J0|>Ea9S%a@*W|8t)Vo9W)y8m1oozk2U} zU8y5dD4J>7m6PyQx%fFE&T9}`Bq<0K=fR)fBnL}*v!BZZK`43dQ zzI}PH_;+94Pvb*Mb|sZ6B*OO-L1?cK` zPJakO{-{m<)VVlSr>Rs*@szX=q&CUBX$>43}|HFiog&w zQW`;Q#;>z4C*@870tw4B>2WQkixeybA1#JI?h}d2DM9n(1TNz>Tddctd|TN0h)8we z;K)WQ5J>>XlG-c_SCb5^&A39OOPaEU?tb@WS~Su`@LL1BJ{Ue@I(DLIFs{G?ZovYg zsFEk`AAp7CJcFF677cACRs~FJANG;|6?v)=x?p%>W4hkDmDf#65X4K1_A^h!)ON#O zU>Q#d-uB!LWQ?uTAl?YaHf^w*$qBS*-KzqRGZWp5!1im~lM9hXxIh+bxv=yBuvoXD z9=mMN&GBD7c0U6Kw~Ke0fa4-O2(%cWd6OZeY&kNSRA+)`(EwZAx|30p?prWOo4*!A zbXRTIt|d%8UdQ4#=(GWCBWxL>|HBg;rj=ksLLd0+c|<~h5SAHa35&<$h7}YfW)^W* zT?{o#xVEy7jh_k+p(*@<$eswu_f^;bF;ehjUdYieW zHrachPF|J0vUdY<%!I6iLS|%VCwpdZ=X*cTQR(%nexLt;@BTV*JfHV{?fbeO*L7#J z^4b4dEC2PJN?@-%1f-gG%TLQBt9V+-MnC^Y`@@LWNyYoJP5IJ&Gs<=|+U3Uo6 z!&((BS1#%vs6Yil#l>{*POEESOHr(ZU=Xa7{CiF4acl@4ity>8zp}fSj>`m`%Wf}% zv)~TM&!wp4?V;0_Q1n!0Hn?S&R)G)^LW9n|v&8)O=MWq<0}qJ-a7j;5dC@2x!M!M}AH)D1TJmKO zw?jeE#n$DtOGhqs6UT46t@m&|%DOFW#|lJ1a^~lfKqNaApP2wHi5j6Fcx!SyIlhVM zZ%+Z!;Vi8|8_r~UgKC%kg;{xx&B`Cm%7)-r7yhXY%FFVSMLE=!&zKbCb!JSxivNS> zg@FtO6v>CUa&o>WaVEbH&~#8Wmb2s@3B?}!TlNjOV`byoq8yADr}!A(x&3^1#tHrI zP0y*TBPK+xqvLao#QOsYC&=@Li{zIj379f6&$3%)Awy;TpS zQzO4OEb)&2sbL9AQY8spDnQby!W5b}Tgu2_ER;h5l9#KZPzR_2+s|=(O;^FVy`Pn^ zU*)F#wyqk)9JYPTnSn@0JNs#C4e0Pus3N`zJX25(zi%}Cg1J2yf}8E?RUkbUrojoGj0D+mAvd` zrH@u0wkBhUHx@Pv13f~AC5HOZV+|fUjmGf#OpnC(IWoEibA6Y`zw)J=#%1pyvT7Pz7@g;WD`UR!LEHH8hD+3cJ4_cJQE zqPz=P%C1q&e~T~b{#g+aH4mS>ayy}WOX+l(>(?)Q@tC^sL7X-UP?LO9cX=OI0C}P* zUcI}RnQJ7N|8e;#-!FL79?D?L9ATu;&JdJocySF^_fbETyvaV4kL4|b9;g*{<(G%Q zvV|lns{%nRUwCtVy15v&rcbr6)`FNKkmTbpGd{mFv|QSbJq{=mN(%Ca2SPJ|ehSR5 z>;S@F`oP|+4K5ZEdK)BFOZEm?s{`Me@B8*o#|muVcLhq3vds3aDA=JOoDvvrk`MdD z+DiO5dC!u{fFPyg$9k}V$iMakgp&>@#1iU5;x)Dd12q(1wk!6WsBI%2%b$nqIvr8m zW4wtD(6TL+Ux#J=`(X;_4^AF#5Is7H-+-O`3#QG1C0L8Xk$d-M{FWFB(%{cZ*1BKP z%p@cyKwr^a2P`-?$Wy5IH?N*g0XSI_B)?fX=Q@SCmg_OV40KovTOqNs{rfE|xIwQ& z6VUGr)z6TBFA_PzNrbT_!h;Zi?E!H|=x-Oh$IGMXfN^DRuQ5H_E0iC$O0Ybdi;6BHH{vibc!nLxm3hnG*- z{w8C%tdLW4GRiLXCoHXJF&Y6Gh3w+(;W4#bqR#GT@i|}=9(HNxA@KJI&4Gr$in=n8 zy)Co>$OzSgMp6Mz4SE9Xm*FbE-5jExP?AqAUIN6h4hfH< z82PDafl`ab5|)3x>^z+bNPwT=`+)m?kssL@T4JC+v`q4t__W40HLvfp0I)(3O&-OQ z_x=>P@0*p#9l+n!M<=5(lY)OoEv_V-)?=O1m1C3mOY!wUBtUj5MfnkR?o>Wq9@c{G zyI|qB5`p2>#6#G*suNlO1dG>lYU284=Cg3t^jizp!$+#d3$PUyAd<|yqF$%@4flyf3yk+(<5(E z&S=8h$lGSFt#}?80UNvu4ko!X*n3_O0MX+P5Iw!>e^X;6Nmy~^5n=!1sbrJ*5)j_+JcK4^ULM1(Ju&69poFm4}l+rXCU}zh}uTw!Y~b7IK>o?@PF<)l?2s6ISzf zaL3xM>W%&#*DBr8?Oaig2`JjfJTRwCQnt{p>qb)=$S=NpHF_(-lWVY!J;6fgt1@Mr zM#Db1WU#nfH!@K4^c5XC=gOCmsa>-*=xnq(+CqB#Y0n& z`sA>6+CQ;Bg$0=3%avwITAP)ph1nG$xj|$>2aVIofq(O0BvDd;zG?PTXl<|s9cUlr zj#%sL#SDBHNn$$hUX1nMb%US0ih@R5-r?>anlPl4=2OcxZV#9Q&g0lkFoYPGvv^>b zIwnn{+5SQRM9dLQ2wL5^ubH)y4D>$%uV%?U1>rY_^Jp@{)sJBwB6;guxcqF6hkY73BC{@&~H>LCc}RPRwpe7x7WBB5RK zn{)`5IZ)E$y(dK94uFsmDo(afoh~td(wOjg2n9{2KXPUqv39AhYY$L&OP2? z2WZurd;<+y!v{(n5-QA3ZBsH2;(F`FDn-kk?LElmis*@vYBFGmWu|&4sfZsYq#{D%tHuTZi?EgaO4cnwi^b7{5Y6D2X!rqUTc)p?ed4y~xAjS$vR-I*DG;7EJO&+J58M?jC}p4i?NbAA zpQB4rWoE3E)RyBsdroBWFmG~=qri0t=E%t0zHEE zVR60MP43AK8c7#L)yl6t-ySO9;B&RG-!eS!3e41->lKZvnN;G}e!nTKEHmGL6;)oU zc~+&(EUGsAYT^X6{0wE-Vuw1O@ZV^10CDQz=;1Pw2r>mvYZmGtNP%IB5HTG_mSguT z%D;3Pb`9r)d}7hdzM-A9+1q!rk``E!*+L$WX9pDD+^BS(#STnNN&~m(#R%AL{(%gb zhbGY?qE^x^HTVX@7@hj=48CEo_Nf3gNOleo6Lg!ae&d8b6e%=^WspfIU=U+K1nLh3 zEezk76#zMK@RNrwu0+!K<7NoCWDjLcpT_*|tqh=wA;aA71oem4(=7r5cTu(8vFO2~ zSJ7h!$X%GchTa^MfcjfNLX`&-(GRip(m&__m|AN_zz8XQd`Rv5M1Z+>RZ`0Nv6LFoX)9#upx03g5wKjN=n&+BBcJFled)^EJQ5A)M<2eE7GrAR!8?9-M0;2L+Y zV-$Z{1Z-rwHv+2#mk-vdCI@)${*7PE3Q6UCL#s`EPl8flL(1RH$RE~& zxQ-ikhTVWxpfdm%(V%l~m#XjI#sa;Qfk|hz5L*mFA{dsZJe+3ayKv+5(KVJr{r#|suZvjbl8yA9E^sVXF z$I;pnERD=Q*vrciWVoG?ErcH5ZPn51y8T;+b1ApJ|6m_)S}YLEe9o^o(|W_IkTLIU z{c&!4S`W@?P0kg)L`nn+M;BP3xT`bNuvU;N^+9xYP1=0--?n(bbq7d(8#f4KvNfK&;CB#~NWCn#2VJjOYwWe~}EZW(|^k7+uk)0J<`E(ApWI z)o-?eQJ4z^z?!{do_HUQJGJPw;s|z)T&|W>JX1iX}kMcbq^H zHB~`N^rMC7hvWSD0agzFaEH#4PZ@AOB{0qtP%?=cth$Fg@cEw@4=pRl98uagloD_z z6udYk@7^=$#R6Q#H~+6M=HPOese?SxrjdaC(8qydavWK51<#x``qV-20uvPA#aPfY zg5PcT`@+~YhUVPP%~-f?1!~+0GjAh!bB$KJ!EL^~gJ^Up9p|#;-t8yvNq|Tn zRo?o2rV7hng(N@?yyLzXk16Rc7Q`xswfaL=dopWhsqXP1;b3fb8gUh|!hl&8j0J~g zC%-VPm3-&>l78V5Y#LZ!^Zwu?CI=D4+e0IQgMv#YVcq^+y9T@su~;kq_&nqZU-kSg z=0LoIthhPM-q-|?`FKEQAVyUV0?8msdh7Q$10D;lpv}bB@G4|!rpIE9t|)t2U)3wX zg!LWJb;X%+<9|C5nmhnRIYz~xb@narWPOkqDhF{r7^mx6xOY>;HQ-84hrQhSW%K`9 z6|>9`V8=@!Gy{T;$;@>rq#(fo3|5-H{L6K|XV}=|8d%Timnj~9TMx73P}UCds%svw z!_r1LQ^LBBV19UEH0BFKN1$}^BOvyy2DJ7N&H<9tAI^Q>hYDJ}urp`Di+K0T{Z%0M zF+3`+pql!}Kh?bp#hiY1;?$%-Sm_UO$bgsl-vZHU)DShcmEsSt%)wo>^#b8Da3?uQ zvxVG%lUIyh*+co401&%%yglD`?~e-xU-AQ%;S3=E`0yFGe_#^0;0W^NkelnL1R)Pb zYN18R`MpaWbJT%YAj6kR#fi*&-ahL>M>(o~pEARKAvlq9WSmr5_=El|Wvvd;#{HK& zA%4Nw{iwG?5^e2)-k2?Y)=bWUAm!*I!fALt_ z82^HGf69Hg64$wm=xkRi?6L6x0uOI->Cv{3US&Z4=TnI7{NQqNfkU(kSZe83<7`~L z;dwE4nA!yg!#6cC+EB^oVe0*1XEH9Z6E+fold#o2Oex_oJ#dL!fvbCI{ok@m*Bs}z z<+qj_5^f(T_RxZx9 zxNz^TEAWtD>=xMHWNsDHV_)HfE4HT+8A`OG#@z*@Dd8ghs~Aq}UPF9MZPvVF`E7S= zm4S!-qU5L?P9&iij>>jyT5o$U)1B?uR?Pk@q;Na44fK1-O#CWV?k*~8=#ha|MCc)0 zLWsO^?U~s=7qOt{OKjRi@o>TeSiNPVsBLCb-8PWN{@0J7Dnr$ww|FDva?#g_O{0*8 zNls60t?jCEnYP4TnV8*~amCFbcwDO=XY%q&x#Z;i!Gzf*q;^Q_n!AM58SVI1;&Kt$ zzHg5&FVI^_O?z%m2w|A;0J_cB)i#v~v zhj%P)r6+dDytJ2%krY+SggdS9)KlDASg;y52)8F6zwfpt8Z0NWd*;Q=Lw(46!QMmX zbN2%da0i@_>V!nGn}}TG8yjH#YAZ zi>jm&te`j-!xP2&W77{I}2YTJw1)p3q5+1o9*tKIhbDHlbEe4 zs^dS4WXLQ+C(mbhYU}K5PgIGyYV`?^P$Vv#70F?;C|T*}k?_UMSTD@CTKjmO=JOon zf08(G>W>!~GF0a>BGUBpm}c+y_%Q7qyE9Mn+e}4kYeK#l95QKf7e8mmDZ0w;DV#Ln z$awfu!GYrTlyg|y)IjE4HE@HNde%Ziy{K|B+x>#p+clK^?h5>Z*82UYrkl0;4br7k zH{X1dVz8=4=_T@PWd)LcXcgxq$-678Y$!{e6`HjhG&TOTWA>WA*bMzD`If)O2XF)W zd-IS7$=gF*k7l7v$t;L$JLVS1`^j(wo%;IRmW%Q@mpgyV&$C6iKYlpPXHiS@S}rL@ zc%>%cpHf6k9OFoyhq&t z?w10T)q)~0-h}6O5wJK|$LvO4L)37=KzAtC%uIw;)Jcyv2GHRWf_!SojV+5Gc$4H z^p{)-a(%)NKCgq&=`oL{Dp?7q4Dv;aNfU&jfV;G z;Mm~gJ1m*wsKg144vLt2e8bs`up%x5!@ca=YL2mdq`8b!1VdjP1?FJsN#^&=j1lhQ zQvJG6y-PABCTo;&GpWkfixNGHj{S(9ShZi6A52UsUzyGSr!Zx_Ciev~k4M_(%VTmw zn)yh$`UMeT?WXIzD6mY&<@1|l9;fa7mM)Lt<7b+|0ToQjftg+n$|Z;-sg))kqj|`& zaFTd0te_^VeVVs6JJ9j0_E9kzLb{nHC~G9GV6VC?Ko^{-IyQcsnouVSW1Vyn+pgja zD{^yh4J#znKF?j;?(v!&MNbu6-ucX#HRE%mPXN5$7iD^%l3%;&@=B~SxF)p=g+$Ck z%ko7XE3Ph2bH{m7wnam=e0~OFn$;O;H_{CcvBrfHju`6cO|5Nv<%G}HbwV!$w&M(5 z*kjYLua1kPY{#|wr+cmCLt|)x$FN6?e=G}*Q@!GG5|c$8CFpZ#_KMury6Udmye_at z2@m;*?&Eyv=d|6IV0(I{=mQmXDQKNF?j zJn7*lBCdn~c@eI$;3B`>+lE;~g&vSWil;VkCfvnK+@#;yb5jLK3uz(o1R*{f(a0cO zS=nYmY%7=QmFX#pk1Qnui^EuKL&J%v&D!m8*^g|I#zvSrteP4v3bt#aGAAPSB4B#S zcQR62Y8+kDoH8jPnrm%LRP40rBr4L|mEPR5h=;msv8kbar_DG59hPfx%EKQeo`~Nu zJgB1W`K>A~Rd$$*S#t}7uP`EDVe_pO9=*AQa8F<3x54@upd;t4C!TFA+Vt`b5=c~xVJnfRg+3WzvmwhlQwn1c0t-pB%w=fx5i?NPn1ex zBKjnp>aa80V|;Co5>djk=&kX?rw5rGDLevEsjP=BY!FKwH_EjxaF^w*Ggga`fgej8 z^)dq|0;yIocb~S!5;`iL)A_`4gEr+DuVUq;By((_BftPoTRz%vKuUcoQ{#M2*aN%z z@0m;7VwT`$*U{3~vDpW21Krdm!Pyx-oO%xBWIlShSsq#k63ykEQ}a4#!mTQaTwL<9X4ImYcAha-BTlck$#@Wf!86A|;9J^?~7reX?qy2d3 zV}hFv8_! zE*W3Sxh+`C?s%%Jhv}45mGzg3>?`?OH)hv90C&Bu5X2P|FL9J6Tkn*T->GJ+#Mo1! zB7BW#+2d1G(83PlG(l#6W}$8CAmMVeCwZQhkW-e=iS*+HRhC$dlfWCEFaJy^Ah3Rj zpadPa2n0>hUGVN+;9Sf!RQlRY{~`ojIVw$y>Q;o`Vh;?7gq`W+rtFz-ph4cbJFqlO zB-~!Rl`_AP%A(gghPV4xeP?}WF?`HPC?!8gIaf@^%M37JW|nnVcC%G0=sgCSrv%ij z^e90iSeH^TT#%Fu8xsK-f61z7H_>I(tWNwB~uBFqgp zPPM?8{U%^D!UljXEWe!@l%yQYO^uP580Nov*mcJHf}WJJxw_Oi+dulsX(){bc#UYLk7f$3J)L*A%9gefAsNRzjp!f{yMqSD%9VtvxYrcqZU*eW#%x(uU@r4>P$J4nt{k1H0vL2$lI1YPv z)74zd-zJKMbgBcRQ|^E$O*A)1kE#KpT(Rim%Io4cE#9G?KlP1tCJ^%`5@uOiPNEYY zg6=xJv!&u7qxrP3e1^4lE7EylYTNr~^0&GqGeW9B?2N3+Gn5;?nJ=~<0ym^Zf`^*)tf z1*dJZW;I`f2RPi+?w((GFV>C?YMvc>Hsgz>4b=;n%$LDL=VbOqD*Ts*PXci>cJ1n& zo3O{m2e2*N%@f(fXDeI`w`%T+0RfDH~C3xQ!Gm>2=kK~&{pn9u@;E5GY; z8J!XqhT6upC??Rcq3~zMBNqpE9eJla=7Y9#^aXXRPIEiGy2)L4vC&nT*tANZ7AIyQ zxx}MnJe$78SR{+Svj<8CP9y-qo(m}QR;4AmJ6$;cHhIk-WNTBLmtO3}B~29G<>OE9 z-u)8wPIPzfKJMf5EpWN34l{%_HOCJ1h+s6nf(n;HAlv`aWo(96Eda(cdicdWCt3$B zBn#isKoY(PY4%a0AG?^}tW@b}{ExAIKotIGaNMqO5W^gSi&;SE5&QMx6gfdv_3O8^ zXE;(e1NcPAa#RkOK#gDkC>vFAowBy(>Ld6)p<*5e1fb74*T=&1PyVqegnkdx6~p<+ zCV@K(8SV*h*samSUfaX%5(0FhG)7%|yUPz6zBNfllw9$T`pT0idxozOm%58IoQB#r5$p z5W?er$r+u+R!NUa=ssJLBHVeOTc8S7Y=4b*H*4gA`3H5&oWt;8rLxX=!w-6%1%mXw ze)d${AB;tyM6clEMK9qa&`qTiVSp2I#|m{-*%T7_N28}fh9k+(5Q(>f9k|YQ7$Ip} zCw)wua`=5CW(|*^HGo3!)R~YM6;4MnRN{gmqM{9+E!7`9_bzL1)j;ohk&F4gk<9KHoX+pqNJsNvIc;13lq2HCZ=7hY6Sq-v^`+r^X6#VIt3f1eP- z%-G)m`4PUFyJ3e;Mir^4cq|#rQ0>8gb_*|X3tDGv7LLo%rVz)c8#TSsa6jO*CQO`C zl1}3gcb^=K@8NPqtP7sa(;B7G73UnDcO+C?3(~G4m8MXeiMyoz-sai&)LacyPP@yf zL3n#MsYz%B2pL`bS3VmCy*q-)JyNxWDkWcuu7NeopN;1M*Vu zW}(xQ3VU$5PTk;#3}*>?&xe>YhGq#aotN;%kumgy{^?Iqc+wo>jsf{57*Rci!%Z|= zpfTuCXRf;7B(SUfVbCG~=7Y1)BebxN4=^PDr+T6CGGlIemB=&(s6b*;0&~x5gKHN# z%-PY7hg;BiEC9o$yN;6_ac1V`ZobvBieO=DNH_Yq-627mZ#nv)_&U%7*{Na%U~;5i zaCAN+sKU1l@|@UVNx{w1Xng1Z+2-lY`OtrqU#MY9h=}t?#9BKX_y(@<5E*(#t#7$6 zE(``chrdwcyhAGzzv)j$3b)dCU_4=S8N3ZmGLl~2vi-J*MvWd(6W(~)7-ic(TE{bB&!D!*}~=+~>x zBd^l0zBsM>0Zag1z}eUe-}aE1MBGBLdi=ATO^Rca%btQ8c$arrBiNzgY0mJ&=vMB0 ze<<7mxw#UUjIf5zS-;kD7o_n8X0!U;Qm;-zc3Kj!R9=t9haGUaXr_B0cstOn1-=g` zcMNC4#Sq>azEsa!;mQgjakZMIqz+0cl+uZDpbT_dd8DrM%;DZGI{m!aCA z?rH3>@lE4J6wRxQ9AnoLxlT!1TGid3NaaYknAP1;C(t$1(R0Itp4-R2-TlbCObw;$ zUrD5m{_+JQ})zAGVRFdA5N!qwprJh`$EVGqPO0n!>1pfvbiZ;+kh6+H;vB zqJ%+=ZyX_%?H`@xsFK+BmifxeryTTc(6<`QB;R~)WrJDptxLPGH85J&X%mY|KpJI* zt87ZJIM$sU?56CwZ!WS#-<0DN$Qk8 zJr8t>QxbJrtvU2!JB>)Y>=C4G&2@Qo)?ghjKVlrp*jAB? zaX0P|qC1VRjaE&_|Ivk1?Loy6T)NM! zMvwbYpJi~_bn{I8@ZuB;oUI>WxOIcvTKlS!wjihGP;rK)MC0*PaB-zNq6P%$cP*W7 zNTHj{)2tlsySyiMq8pgce!l%ePR!LM81O!J(dz|;6A+OYcI)Bxwz9eLd3{$WiekEr z^cKXY%vGWh$|ky=+M&kOYEjS4#-s0+jE&2+?lk*%c%CA~=x!J8RBH*aRab5n^{<~f z#Ub^r2LA*wntnw5shWK?^bl)XI3U(OchvrznM*mlh&x=S(m&OF1_Mets+x3r^zb+{ zqvd*osq0(z>N$_$$9xpMh1VQscu#Z;2nf{j&@geNf@F?hhzjNpK%tAYMhSx0bYlv+E&BAWs_^ zssJw2>&+RX<-RFX{OtwYZs?qB_m@ri9ltkoO|$4rLzKwM^_4(vy4`9YpXDCzGAjBF zv&H!NS!xg9xx*^vOd*J21t^!GMmLN_TB#x&0w&V}G2Q?xP`@q)N!A_H#GbJ{lujV* zQ{jvIyys?uGx;qF+2}8Vp+Sr&bU2%D;juFkjarhWzPY|5FXjTinKyowDm}6W+9@+6 zK;5cJ#xU-)#x4eq>)?PU`1jy1Gzd%0O8=!x99v zceAe;6pV zB_ldg)%eVz7qwC2nolZSry4-T82_h|IFb@7^$a|f->VQIDvw+)>eIbw)6u+bAG4k? z-#Bl!;tHL9(#q0~fN)#r%>63O>x!N^|J-iD$HA34Sv#0IGOr^wb040_ptIt)H**z3 z&|gTb&Pc*z(auqSmb%$!G;O{R+&(f3!9bZgI^P1DRmlb_IKA+6RL8C%=CGxuTrH3o z(Ysqg-|1Zxma?tOLjQ~gT$@QpLO8P^l5DxL6}gEDjSS6}I!EpCC#gO}<}DUnEDU!< zy_E1s1YZ393Gdc>;H@=`+D+V=4r}qIbouBzdR0`pj=2`uQpAqW)^)*uBHHQFhQ1+$ z%Ps;i(u*80F#cdDi`H$~Zd*C%n>jx%&=}+6YXR1dPAF27)j@xZ7^OQM& z0}05t7~SVzZuvA2xH^!_cGEPMvCsiN$*G*DQj7*WcUUtW>_1`?)e7yO=KLSE`VdKXf#ELM zmXD%5v2Kv#wFfYcmKa+v2bf(0a$u{Wqfzn#`TgnXq0?64=A`31jjg+KPB+RgI%0AVHISWfWhU`qT~`Og9WdwBB0S zeQCK+l4~lvsN5zl1OJoKvf>q3xY*4{0|G&LPnfO)js-hkH)rl{*;ZTCG^!9iS2GwG zMR$cGITjiHOuOT{w>OI(TN#U}+9tsy@MrHSY6l}nM%A8p^j(|NS?r+Yo&6Ks;v{vCd-Ym+wrYu@o=VxAphSkd} zs_&ZIWG7Xu>ih@DG1dZ6MO3`_kT5gr+8c4kZCX~{wE6Cxr|m1@zv#?QiSoZjYt+>Z zilWi!O?jW0IWV;23Kv+DxAY`&hUd2LN^YXjczJ<;K*ESW9+Oeow{&lA4Pby?w z)9sD;9G$I4DMg%huvJlzgCtM8gTv@)Y@dy^M_xw*GF2pwv7kIRms@<09?GW2gM8>T z1^n&0#PfO58;Tm+0UwQD^_8FzDUY8+7$mg_n6@pKRL+%r5W-E>PW}n3s`dy5pR6pI zbFn6OTR4f+Pd;&{sIozPqXfm4i7uy+J^>%yY&gfd6F6bFEUe6J;zy*ZCA>_eyx7X? zXLVUeTV;f~iO$OcG5IYLm1-`(OMlmF_Zs~9_i+(T#m>X@T^%(i^Ovx~GJPH2zaaP!w8JZ!sHSPZb4`ystt|k>rd~WsWgVKt! zMp4D)6pJA8WlA}B$Q>Wb@E7u*3McfJ^JQf>Dz5~jr~wI(q=lnx&>l^qsjLh0BiHAk zB*^cz@Gx_W=vD`)aN@spDxqt+hU+=b8 zNP@2-K@!nX;aV+j1XEJqP^;YZZUdT5YbWiiX}>5+P}Y5%En>jgJ7`}4RaZYBsgoWW zZ<%QuU&HqqyIpT~<>gWx z&sNDs?e6)8x0^Rb0?(6r*rTztEyhdKfqddz`=fyG zl(~Y=6oFvw<*`t?dzB*cGO8Ap5`BMiil9z`0mk(XE+m}HGZiZ- zW3{n=E5!wXw36V8M|Uf$P9*crO85IUy}OSps=qR|HlSxh!p@=JU*0L=%+w=Zl8<)& zn$Oa|8DZbiJTEg{U=<6m=uyK%DNyeyb{LL}W<}`S)t5(=yY5aS6KOI-GqnqAJn|23Py$WV$daJDU{iat#d-P#D-)ep~F8kT19 znAKqM*x8;T1$9l6we)!z(;K|=pMHnUaXe6#<9F}KwoCrf9yrIA_gJkea>YtXbTDBn zjbf7APBc3sf}5}Be){Lkth9QAkwZ`pS@8zH95L{0rHQBGuG-6l zK`CNW!v8g@Ete2)lVY0}^~D1sj^$WqfyCH105bE{yaEzuGB}`WIB|WqBd!pMO=h`wB2NUtTQXEF&ROS@ngHzUqVFlz=}T#as_;}|<590O z=Mv^l(6(43qC$X7q0%)P8H+tEANOyfu5dKDccgqe2~_I045NAgL;IfwRZUr&5LNmX z6@UWl6?i>N*P;!Q>b9U8pzHv>%jM8iUhwDs8ngp^BR;BHQL;*l9dC6U0{<9}odj7G z;~sz=lWEpd35e3V0UnJgHBhCzNK)W%w)$q$eUKTEc4~r^f|C-Hb=NMwTfFbui6CWA zk1t~p>|Q0M*vsHx2$p%Ww&A#3Y1xqlz10)dqtm@BuI$r^&g|-aS-n+#QtmgII;Rsi z9oe_KkiBg*32xd#+o%nP`#*L(OX6*niP1k@I+kQ2N_p3V8k7H2^rnaMGa*~~9o%-K zgW8c$WsF%HfX|1YNa7RP1BgUv`Yg!*R0afng!cba-c4S^;+2#+r>l^=qYcWz9nIB5 zlx@urmzlqg{n-Sjd7D=1bT!`7;+qepG!;G( zytxT{!I+Qg#&j76x33ojU0@dN2DmV41S6q6?*eO$`G`)c?2raqNBU3B%tB(A?P=V?V zOqfWSeW~izTWUh(6%V_ha`!Kz_Ool+vAg3sX#7dzf^C`NsdS`~+sR(>qRRCcIdcuT z7Sp*vk9Lj%pATOpenc=6|5Tv*1&xP=z{xXu6dX8Y@^~y72L=gouNBDAUL;EpUen{u zl4LKPtLeo;y+NbkLJ5awBFl@OcG7k$oF+1FPNNYXp8?d@h?6=)6L*lJQuB8j_4bfd z80NuBaK}Q^jmTb3y?mtxC>|oD+-$C#iEfW556^Px;GIm|9uSQ#6BV2KK-b<{D(Z7|@(A+d(R|oGA7+vXOQ2HDUSm?|AXKz#@GQw~YYOT#zw zMdOq2PF-D4E1P%!tgeKB7C~pw#c|*Ox#lggYf2b%!Ops?#o%thnw1ro{mFZ74ITIsihMae(f4R!) zK4tCGXL`b98B@UZB876z=5lA@E^fseO?;`u+aK|bwt_`D3(_>SjJVEacTMkf^6RQG52yUj~9f-0|Z6svJ2;9JOI)z$uKs zzvZkV7ZflvRAhMrpNn8*5QOZ-VS z_Jj99)#%Q^tEbrn*M2zQH(EpMeUuj$Ph~%6aEUZ7P59s@5BJwIO6 zo4!(1l^$)F!MVV*vuI!J`~`e_IQ=tjIxF$C-pXL{O2?YrFq=R}zv^~$ujOX0S#MFn zoX1KGw%`Ny1dGHye$It~+I7N&a|DW|JW8CB>!z;z?-iz?eZ!XU=oZXgTcz{@M22iH z($=eI=EKz4eKY|z$2y!9RkKCIjB!!Y!M@q3jj8n7EMMHrqB~yGDM<75sL6CsxdM-Q zlye43ROjQsH2McksWE+lzC@f3P!q2GUIB8i0t%5GpdG4Q%BqmbAGlD+j30`HSz0gN zVpY08C2Jxz5|yo8v-*>T2*V>)d;{`AyOk%wA$sg&&A7#+^nrd_OZrK#--(2j%8`hHzJJ+b8nc+kBh+8^h zKl@y8xO%lb?Gk?y>Eoe2;TXp5nTTN2SqSc`yr9DjhxG`JM~!s+SYXr@6R96HuMnv)+?(w!YbYG23}5=mSHvfRDs$D_dO78wgF0Ndn&f3BS#|WjK@HBIusL?8fRb1fF+0pFCckM*F*C1Vmb!s;4 zrQqYcG0#CHT)S}mgn@a&BbnQjPaF6XTi4|CfjJXWj05~MWT0it>&Z?cLzo6 zTqY}B$B?dfBhO}7Ni24>3q2V@x)A-en0`d;D!yC^q_@<13rep7yhrn};J5w56WGYq zrp^jEzN{MZ<>&0>7ZK>%PbkPf?OZtc)v-|_Uvg_AEhxpxV@qSQpBTj!Uv4epvAWTm zBJa8Tbn=7cdT#ZJ96dM@wQ-34+n>jB04Bce`)!lDQ0bP6^3|t`#uuXr*^H`O-^5T) z1Ei&KXbzYuFcZ7xcdhv69E1vTT)hb7*VM%5s~_eD+h_82=#b?WW5|wP7sl@{2okUw zM(esp)sl3}b{>sU9$n>8JkDrRHcQpsof*;X=r=2}aNeESS-4vYnr1!z&}59N&eP*N zK~Kh?W`iX5>R>|bj@jl!<3*!gHRmT;-&3`uk01|T>%q=7!73xJIE(eI#SXYCb&(uuN~e=h&CW+v z2fdV?8X)LNE4)>Uj?`Y7>QZtzq`28#j#k@zlnLHAjQs_NR!=gRTs9py99rBWTUlYfUuM$R(z#%8^X`qG?*mBpVWF$)Ve_avua(VJn{9bPboKG+Ap=R-#g1Uz z*4Kgt+Pa8r! zBOIwyy&+h8#EE^w?2+!3A2Y<%aw}|&tJD_)g@2A4gx$ac`&zd}oXV=<@dnQ2>)flK z_76ChrvSCayWj$$r7#izlg3>%$RIE+$~*Xm!TsKMp&+nVpp`G^DHyGJNGC#YD7MZCl7Bp(p%-)F18pTU0+ zd*26G2w0=>h{uo)hPZ74Cvua5~Y{y&c1q{rM>w0$;V#a z=nZ<7gt#kL`8z*(7)J4jzaIhi|J{U@mG zmpmo$-Qh$r3-9-yHdaw_Wplm?P+VKOd?L0qy#HoXoNuk>bVs|tYHm=@du4jeVSg91 zt14c*sDHdt44zc=mIYR;y3VSv`1Z=p&?OV3{QmoO+!Z~ZojX06 z)d!Po9L3*E#B4Odyi&4M8qkf#Z-WW0GFRclmC0AWjFv}1_l(6|CazwQ>Wd;HP8OKl z{F3-X0`>?zdLR64Gzmtu06#er9108~Ijk5krhOw`AqAP=qe858H1cFTI<(-X`?hra z{(LjnE75IyZ2E8*{Jgj^4SejjiInb;1o*d;V5tR`Uc+c7DE6g_p#6e@B{i!`7m1q= zMwdg+^BI=@sLHB-X(QMo#V~oG@7^-aAjVWMcJlq@+k2N~n*Mr=XW1OIE%x>j-z-?@ zssUzZW9N)VCE7GWbj#58mCDQYxCo!)880N3m@hgDH5p;Le=(Rx)gVh%UF;V1jXQaF z$WuC0hqAEM*>W(P@Q1=_q&@E%eQ?HO<`0k5xP{-|QKHVkcEEF>9tfsxu5Ec##Q*-v@Rhaj(3T9NXk$U6 z!-up*l!fA>QtOyR!O)K}vwC(ZLINr;*gkAD(>Eow?au|-g0^{Gt!oLVDM8_sGb6K| z+fGOaq`?Wd*DFQ{H=_{goy&T67*YakBl;97<*BYKT_t}ib64}xUp%3eQCccij0QI) zuGhbO`SSA{yI0zbEz#OcP)-M>#hfmmF4xjjk9G{Gs#XyZNEt$oQ zj0-QgIMF`BK8E-1N43x_b_<%aw{DT+_vkg%)Qh3dA9QHssEgzdLZm+vz}R)L^8%dX zor4eLwV^TDUC`;Q$>ho06N7vDAEg5`)zbR2`ZIUr-{h~R#^zURlxgo5(dcxmTl?yS zjT@A8S{SdYJ5f4?xxGBH+sC0P49b?NY_$)?ph=)1jn#?uioMgV9~;fzR%))ppaavH zDC>cRT0l#uN>SqzWxbY?nQWh9_6XdB>k=gLQ&Z*(m_Cmc45agATc**b*Qiw7KP+On zAD$BZzCyo18LnrjE2-rj=v8-yf#G+lg>mR%rc`i~yEIb^RSRKIcMy}zEgAMyk5so* z+1AI#F7qa>L#-9cg*ORaJH8gbIh9eET?fm7rLQRSjdnG?fS0$uZ=*Bbe9XyRAkbhb zRs2xrvF@NQfmT1eKl_NbfNp(!rX-iw^zak<-FlrdT@x+(QaAHFbNYvMJ=H@;Wue)G zZ5jQGkAscL>e4>d{1~u*nWXBJW2@k9f4C(0T?-CIbrG_1aJqxR$-{Q@B z!QFbZRfGA(>&yX*Og7&w2D;Q7pnl%~FB`I^^=mteK- zy9tR3FBf{3a`&=hD6u$kzHDe4_dq~Qt5~zg3T%OOM{EH#-8p8NK7s|0tVnWs=@K3O z4iX6o>?JkSN01@h5O$L84GUhBCp>4qXS%0b#r)cI4>&Bv8hIX?fZZ8cxvv*q--boN zB3QC+QxOs2PE(w)d|}QW4k(y9kOTkN>5{Y5s9y(GZ*yLYW`N6G)$37r z2k+H}?7d)r=0RmbcjK8wNK}Z*)BI2`&^$eqW&kA0kI-XXa3c zS|L$ku1bcdGj|7~hoO5zO zT08!a87DYuc#ox39DAPW1?oxJm?grdTWe=M5GP5|snHHm6?uKyMa~}^6&5>AbCWgX zbH^X7<#B3>m$t&YXUjg6typ^Nnw8}{PEG9dtm)$O;}4S&oXs3cd!|^WWNmL^M-ysD zzVrTaK3ewKc|JeXFr@O{NJ!rE&gYWwIjick*ZYtKNzaM++N#_SDUY`()+w5zM0KYs z7&tXpy1D2lDQfdzqMq)b4=O~X)+-;FYCb4?T?s8NX%Ne*HHkjU=ctj;Onb1W;r2ja zb9l7Q?(kTAQoPPx{6Ih*_JCZ|bG!}V0&hT^WmvSV7GsQJjNv5GzmORH$~V6>PE!^; z7t0ll8GJ+>46-S3dY_j!kj0iAymn(hRrYF_BWPb@y#L|n!iJZ_S{?*+uj$;+6z8~H z!f+ViqD?}dZTn}wY(gWU_mowk1_Q1R77pHudWyX(J_FWyoOzjEWheW6)CqiV%--}w z#WN+c2_0^DoS~lKH{%;qLOF@bIbiOttOxxY2Ur{W(HLBYb#v|uYB(kHCmJKUX8FQ~ zqMiwMb*P}0&Scep$Ji&yKZCUG%HNkVTIcQ?f(8Jh9@41*n_i;M3 zENu*MDGr)1C0Z7E63q^8$2{l8^F6e}yu3j(cf^W>XNMnq1jU5Y^L!3NtTPy&_=$_t zxdSFtd!tdZ&HGYw7>0NoH=PWSyFM_{k~dXWM!N+(bwSBCg`szl{(9o-f|!y3Y7*h@++W zbuDF8MrpXc38MffHz)UX2|PwdMlt)xrXp&0W&W8C{3U+f+|kiigp13?#f8&_j}vZh z#>FEnEX>8t%f-vf0gT{qcw*yd*5nG9!_qqA8P|s#V+0zQH8mhSZUvdSp)0=_K@HK ze#E{__#YqryX8+)wf>#T%PlDU^VFX{`v0A(;b3Af4Yvk1b(Hv5Hvdfi`NMxEig8_> z{U=`h&FF9M0-Tn>6XW_JH3_`X%|jM6G%%X{T`6_fOY2iOZ}l`ixi^jXHKHH%=V*P5 zdaPS)LOW4xH6LbW^*lks za_Q86HPo5&-VKfr#xIE#<*N}bDbe40lDI$VzBuXL>$#OcEiTb;EXqt5dV>WMmxK}Q zgLVo1j}N{AczdvUX91@Feb~hc{CKz$woL!mf|t-WF5^mMJ@0M(X!arrtzO?{AU{fU4{O1W&3|Qp#n={{{FJrSBJS;u}K^fZG}%u z+rM_8iYVl=3hTuCp5}okuv%X*j8@uBElU~cZ8UP9pHy?3wLUH1>WiZGB@JtRm0fh_ z_lMBGUik37XQlgW>-Jv%hQ7TA&W(SPBsw^Hl}`X_ceOcmL`isBr9r<}b6cv$ew_OI zw!dVTwg4q$(|d3zML| z_ULY}d>Z`|9n1FK{Jo`6B9?&QIx*sGEGOdZG^3Q05t;17^!uIrY|xWx76P3oqUo=E z$2c6{gYm#}=U%yp>IP%tLHq+wWHP1R-OT@)y@Gwfy(Gw7E>5Bq?}uzZlt)~a@$`5j z=?sbnv(!}Dma@Dv&HUTRqPXl@>Y&7^;tKk|HvIl!SRV>~1!0$AXg;RDE!8P8{aqn` z;WoGiHx1=S{{8mlo5=R?=zUZ{!i;~EXRYGzbj>#hOKliqfJ4389OoZOeL2bH&J&Lh z63`XmYHPKvSn z%KIO)NS3?N{fOOmhn#GFaO;OYFB>&IGCcOEufhjK+$llT!UWM};rmja7kwwf$%NH};b`0qTa#)d5g zL#!s8bp64r-!cvJX)t31C@u7D3PedAr! zFK_b^dp)XXF&)T*HAK>K*|4RZv%|^1oPCG85Lc_du8J*D>QbqN42;j@hlV{jm%u zd_deniI|umI*8^()o*>@H<7yeHpW9`g4hAlPx5IS)X+;BEGS7_H+f3R*-FgnsG^s%XJS~%A( z$A9v&{?V(V*^CAQs)J3@_}m?Z3%V270Z;O}i9YO4f>@?UpKlus7}4Wlb>Ll*Khe|| z;~~gip_Dl6rsUl!E9HHpb^ukUTp zo~K?|8#o%Mge>#A;oSV$nt%3QZY7PPbCCovRXv!YZ@2DYFntZNiF52QZ8?4Wp!P+a z^6eq#-ng^mCQ9@3yq~quHXb*g-%hUb(RAf@C&EfhrKi$CWp^fpX;wPP`+8R#ls0I1 zkFe%|4zJ-!@wGI!Z|PmN3ZQNyW1_r&TD7ke%f{_v>2_mkT#GLTcI(8hT0t&?)=R4) zL)-;sc%c)j={_*Z9L!STKdk{~WG?g^X_|aAzxMVDM)SU=Qpewi0@VFJc+r2_RU?7) zPm}v@pjS+niPY{MLVDX)SF5o&3n}4 z!lb+)=A&N8IZW}kcW`CHDYo9h5v0w}ocvoxKV!7KWRh*k$UBxkjq=Phb<3h26jVy& z7J3oZL>*VbfXg<#NfbQJZGFe#^wuV<-1N)#r4;8cKHT=BK7E3**5l=pR->hY>r*a5 z6Mf%g5qS~dtZothISg~)v+GQfhiCAH10`3t zl>_dF;H2$w6myUzXDo>f;aZaLWE0ih!kLt#?Nh_|gmE+nCeyTN?<8ABhOJEE_r&LCEeq+f z0z=)g5@LE!&MIvWSX1xl6GX9SIByD*C3@MpSE6LunvbYnB!5$M)J0ZM(f|7-??PAl zavB9~46jI>Zu0SN7>#$-`mJpOm^M&-PjAv9O(w>NIg+7if_ z=f{&xq&51htC6(qk%nWrliBdyF8AC5brEDL!RnQ5;*9){1Mz#Z2$w!GhJns3tdYI0 z9Ev6$?PZ7G{8JldSYRZ5ZpqzW;^r@2vk%*s^bvpK>s~m1xI_g25+Ckk!W>KSv zS-_G)cqSUf!>tIy8wxqnR<0_%v3w*Dq}W5NyP9XZwwPo{X|cmgnf4w{@xcZj*M|oF zsXIpUzC?oO-Kg21XvnA9vaQBhp}MB9!keakEN`@D`lDYE8p{%QSPewInFXT8m9GVb zVh#41m6k@H$ex7UW@4|Zo9rHLib7YX@H%x3#W@H%L=nx0d8B}+ZREK$z)4q9_-7HA zQ~JKKbP2`^S#8nSUFAJ?Z`)@MJl_I=xP)gCVWS-#fn3zk9oU&DgC5A{Y<9G+=P1Q)!eVDNBs2!YalspvH{sCLst&K*VtEquNGrpeAC7*e~o z$Gw(jgzA1?Oh381-MYO$+D2bPBv3BOs#3Ns=xy&N=ZjbM>gc3HkvRZbsX;RRRJT38r4AyNK^!`G;wPLMvU)3TwCq?F*}B2j?0xe1 z9x@doPFL?V@%)u94y=Kzb)C>KBq-3t!+M{Z3hxk>aFGh#2VxVvHmB#=pY(It-Zx07 z@4Ur*m~4N(yC9b0Xy5Xfq?>%VHSn3S1@E!)0NbS9R<)A;Y)34id-I5wmRP0NsmW`+ zxbn(+*Oi0qLqm4~><46!rHECpuW^JoD$bqb=Vp!@SPtYulML%i>~fx-5L(I-bQxOj z?hsSFzkKdF606iG?I7xIZYOO%`jW7ZN;1Rq=<_7c5TJj_6}Y9R(RmfPLd1U-2hQb_ znawhzwH|~DSA^)@sVv`FjcAQTYsQMxck@52+3Y9)l*x>W@n_?(L(x__QI9r2=GBQ%P6KnqUR@%20=4%YQ5FE$s1*SaZCiKH3c_Y@{4wZJip zwVte&6g!(7R?>H13nm5;9!eCm?j8V{9CvwnZRW9{)%1u^-5paLEH>S86F!`@is;sC zave5Zyo><34cX9T#JK6k+1YTy*o?oICt+rpXfgd&#y&Qz@q^r9Hr9BuKa+KeMR8Is zq35#lf!pMyDB1U#|51=&y@x&Wh&W2qqw$$>31qHds#1_nT<6T@!O#|~g;>3_s+ML$ zMOHlrxh{SN2a5}6!o`G-H*Mo6t^KJpC#)mn6DfA^=N24(Y{9gVD}b9J^`bQ9K2E!` z;c>SHxGpw+y~c=~L00zk{4tg-U-xB_4GZ!<|GKmN$t59irHPFzk;jikyL0#G1Am7Vamk2rbQ_2q2oCC`vTY|^S^{d)qdF^Z~SN*DO z7bdH@tqQLd+fS7OM1ZT%cRob2rPKeJH=*d^5+%3AiXOY0u6cPva0Tn^6^y4ot4=o_ zkAD6*z+{Ecj^|-?NcMX}s_>XpXtW9A97}(BaLBP5glvH}OL`;YZ2^P8WN^%>_rJnu zD+Xk$LW%k14u8C3Rx2@@NV3E;%oaPe24=qwA{!DM`BZltMpkz_Eu%OS8BXDRee>%~ z%G@aheHP9GAfO&ja`WlgO;^6EgOI_hgUQzp0!%EO1<&X$j2DAm;i$?3+3mbsa)s{C)L$@~s2*WbhaRkp@??Lqy@pa2Lh=b?(i9C-#5PECM z5P~9f+1H%9vgXz=uL)`hI7w^ctYU{6czq499jY~+&Q|=iH7zR`lq6Ajja|QrEe*!A z(-}PNY*C3^FG6Yj9UloU#SnLZ`vd;ue;E51&=J+18l&FaaV8I^SITB1vs*gGJ!x1F zWEdnnoga8^qjK{&!wcxu2Te~i>h3w!rOd?-$e5}ynTQ}KIk*D6kA`1uH}53e^Tmm2 zeQ=S^CtnAGGPxb>&uvcTHQ)}t?Nq}&j`60r`~)5K5xtK=-DB)nP-X(60TsG_y15wAYn>@D#>F1y06sAz^BvE*2xGsp*zsNCv}bS&hfBW2 z?iKH^Yex|o#O++WOGAMUrr{k0w{#M@%WqEFD%%AGp4S?i+@F|MEpp#Vxt?j4szbEn z+S17!ylYyvK1yp9j{z8u$Q>Y($YzZ*|JjhRd=14auf5Oa>Ur4Ld{Y@-S81W?y8Uc@ z@Dj$HBOb_oY29`KYd&^-fh(TJ;VyFhT!d|qoSNg1ofz1Am%W`^Uf2$>J@@B(PLq3aOy5`NJFStA?*mHz2V$0m{`M;k)=!YG1XSjV zsKt%k=0LNs%bv&aeWg!yyv_+T16=gH?Oi3X$>^gk$!<{0L_j;v74O;c)b=1dwfX6_Q-`=G z7Z&d;a1kUhVwHcsSpF)UA-szu+;tCSJsS^|eNdZA7&vRazvVIXMS}oMXhm(Ydp{mz1WD6 zjS-5ZkUeKT_%fM-Vc)KKgV}=+T|O zC}5f6?S<-T1^a;zHJtDD8kh%?GGrQbwV(}x9`gs}vrLA1bOP`xL!|Sk{S8rK)76R% zu?TIrjmbp5-v-{WqIHG1TgD2D{X%03lTq(u(!rG?1f^0AKtGv6J7G4&24 zBIN^a!zG~VV=Am-N21Bjqj}&xHdmCNfY51@-V6uP z$%IppIJd2kt2GRNZ1g|E7&u=)Y=*U!SMTbHT*X|ECr zHTFmT(HOoj&vF69TfGbVKL=)k0T+y=75nG#{{7$|fxVwA5B@C1U(fq}AUWWxvd|Qv ze+*jRiAvT2_AYux^M4OSzlgmLVc)Lv|0|csF6spW_oaVN*-ul|83DyWXIK6+I`q$A z-$xgk`Tu351b;-|Cp>Q9kkqBV@GRtT%Wtv%ZzB=cPd0=|UON4K8C4VSqKrzxK1r3R zU0ugkGdub(3#-)u=|%5|3Vm1O?_#~+z4(1b6Jf1FTWREULT*U4r0HPeI}!4KC%e@E zDnIQNm;n0S?2Vh-kGpJaUAi1?AzhBDTBf~JR~CC|DFN6*6B*_7ufEh705lXdd{Bw_ zdGqg*v%u;f#6z5|Pi^i_ho$NWx(4_b`IGIEWab> z4Q?ranIAjO8##*~HAq`AK*xm`@{1k*`fhRm`W$ew)g^7Bj*R|)i2}a{j(ZdDq7d-U zxLcH?)n>+8)u?BMj-9Vlu5k*k=M(E54r0XQhS6rdGjjV7e3ujQHlp$uI>`AhB zGDc*K^sESY4qidW95+l(XU8#?Atc}mfwI-EjAw6nKXm_>oIXXsNAA7CU*Z3;r- z;EM3O;&rypVRWBBrgE`VFt7@mzq-E!G&}5>`YvWXkkckwjOV>R>DoQ0D(LnQe$)1+ zLiV@@Am^VuG{A6jxdAqhbM?^1!XBs_LwkVmh*yS^tVl^(7#i=au|FiU2|kSW(v6boGws!C`Gsm!1ou z_4$GE?jVuv`gD*3Ey-y!Aw$nc1$mL_LT``?wG=4hhhit_!inZbO9wI+V{(Ya( z(TPQLM$Z6m(^rC}hIS`5jG26ZdvDz``>+m@TyNxkVJn~5abOmK(I1oj1@%SC4ihT* zfK&a$)4qFv`>n>EHu~YPsvCgjj7{&*y$dy)k^-aMajC>R0?)h!$Lh>(-rJu|45SU$ zIJ5aQhF+#`!tyl`xz?qBKqfSmx+a&}98AQ)gSa%8_hXfxexvGii!vj3=c1%zv)Xf{e0-7E+747>U1-X(0Xk{xZ~!!ezzyXSr#nSAd${Hpo4=uqpZi#&j6 z1_E_8v+)l5h}q@aY|QZ_&0G2+tPTS`ws7ozW2)8Nv>a^W>aE_QvuzS%ZzqkG7 zWlOQ|^;DV1BkstR6)!H5WkdmF8B~%%C+@~?sw8}!PnOaEI`WS91V~_|k1BefQbk1j z?Yu(tOyRVIO$9fX)8jlpOHkjOrsS}}JvL5mYD8AanII#)u3=p|10ddo%{!v#H?YRf z4NYzkr~V5y0ZmB}`^jc{%yodH1-nqnH86LUvl9(iE;%0NuY!DSZZLLARaDa@jK`Fi zh2k*}pE_3uPWo=0fG`+^@e43q|k}Z zV<7|)@7=07X6`NXDqVmRv#uxQ>ykzx4rWbG9 zf)U%XsMpPwbNgK;f0=JQ8v6Jicf>#_dxsIn4>aP9tbakC);RemM&#i`pN5^`31JvTF^s6zkb{dLaM^``w8 zr;AQC^N_|jOZ4tJqTa`m>N7i4#=E)IA9u25F~%pu9aLzkB@P>Uh@!jcM;1LDzXZ|S zak#x6sT`M@4e>_3vTf`+^VW~T<9sRWmE+)X=RqN z2RD4}u^vmXXex;Q@ZttseTA8O@x^s#9}*ZZ5*f#*K8QC&Mr8vAjD0{N#M;>uPtC*& znceq;I^*Tx>UkWzRSKCpCJH`(;-UCA;&h9giW+C9SK>wnj(LWj-Dc&sp`_tdSItze z+tyi2D7}IdDaP?3AxBp`$@J;b%52qw=$+HW&DTRIB?b2&y9(5FX9rVe0iU}uljuY| z_^l?Zx%jOlM_oZL=*A^qfcRMU)^x?_rOyEnOm18MoFiPX%XQU2d!sqTS(rij5zx|vCmgx5MMZ?-RmiQfC6EHGaaU(deh zZ6C8rQJtZH^dfYmbwSE71;QYW!s}!jPe$XIPsV8a=ek)Xd^W^N!Ynn{`_A=#y z+d#GWaGIOXV=p9RH@C*Iitif>pd23S2_=fy48Y+fJSV5qE((vIn_CT=^=Ydg43I!OcyWw zg=sOi$5rbZIN2Iqv&Z`MaA9Y+)#-S~zqtg`q|KTub>zroSbne5griJDaf^Hz zx`I9aBjA5ej&Xs`(yTn7v(&Ai(GSREHj+HDzGineGcN&pYV-CFnbEj#88`eHnLJ8UdZ! zTf5qIZz@qjMb6}TN~B#_rZ#jOnG59SEt_*WW3(J&5_QU%P8KK=tpv6iz5T6ugk}rs zk&j(Z092lh$%5o)3Yfpu=lO4`L;+|SQ&Svy zMw3|xiBLUI5`jUPjm!NSwYJr#Yxi@))5G+&G(S0Wlqn--oxXlr2U3aKUWqhw50{S2 z4VE9cp5*H_@MDvIiQYrGZx?mXb_r1(7uUYPWtv~weLo-*)aGW}H*nG1!DLq*+sur} zRH3`NH6e~7&@Y~x%D?Bb&e0aVJKrB_W76H_Z8cMfhMJEO4LaS z9oMW&t`RYwuQw6S%G#Z+htcsT2wQ7ap6xuFozzZkiMR?0+kBo~toe~KARP$Ny59BG z-Tp{=&-j-uH~|%Ug17aA%#^6~Y#Ban6#?N2K3OmJp2c;px@rxo>{(r|sjp6Hfa-t7 zL-I&f4#OCAW8ZA82O~v22o-663abCAci-Z)!a$P4AXENYH@u#iX!3MpB=ItYYl^{C z8N>j%VQM1_4||D*w5k!rA#pf)cTJ+@z?G4C47kJ%J^O>vh{Q*dB)#)Bl7{5<=OMSN zqy>&+>)p=*S1aA!SbvSMRN{0lY0W*DS{3~qjV1i9bB9O@V;=`Br;STrWRjxI#dsrx5^vzXn zz3h$wkjBN1s(ClZZK<;-i(Hw<8M%tpi{cA9j^&zo>k8*Gx7Y#XyZ&9H|K!0+&1Qb! z{;U(wNu)W1bX!qu4Jw$fe*Y0sml^9;DeD3q4|4z6Qt zx1YIbPVCG2HG8tTDKQe2%wcl!Hg-FuB9X>asRx_y%a)~wht8RGLE`Y+=cf(`x0I=+ zW8UD!@Ba(n4#eN8pvKL<@@p(>C`J{kt;di-XMn3q;)&}#!USm6NjmR&wY?1`L@Dd& zZN8XS3Rzi|JZQ@dE@HxtTvuFe5&jDM%4Zr+UhlZp|H^ti*S>YoXtvIqn<<`bD|%63 zwRf3{{j**S^jBcb*aBZCsvd9f5xXPSCgo=yF?fCvC(Jz3Pwu`)yJ<* zaVmtc?V>7P=P!-617%QJjHhQ?f{Ada!oB9`7niphj7*^o!-HFdpzz%>c$gIZhCZNB zpIz&A4&C7dB617QsQ637O*iDIz_$+9Thlbawt4>HT7<&8dy7$BTe|zwqm%jiwN{pTTQD0#bs2hoMqKPl!Em7#{=vWWn zSz^eU(zmdg^YfV)qr36r$?>le(dpF&Bu};qBnOaxISNmd4x2jCrJc{jLGpw;Wogh( zk)me7qVuF*&Ufn4IV56YkNT+FgwMOiw<*0{EvSSTadll&`cvwH7rzlt>cQ>)+e1*IuqGq|K?JeXm zq81|Y=LcDnkOKoPh|@Jb4pTnYmXl9F^98JdxivYMZ64m5cOzq!b*Yl0tm=`Cb4OsL z^_L<^Kd4e#Ep7XT~r~)=a z8nb;85Qr}dm&R_JYNwW4)ra*kna^d`qjroZn(-n`CNGc`ATDAE`VC1Zmq|5tH(*%KFp_-Rqi13D45-t!_X~msx2ssTA9}|7pS@fv59Ih~ z0I$qg=pD$K{n#Xhaa3_mqH!cqDWszD((r8QQ+JFKa}_%-${H^dyWP8>hO2>RJhO`v zwIFC0`wS=(EowR)*}K$HOnqD%yc%cH2}bu9Qz+5@0NsaQ&ReW_fA;map`@?)726|KI-Q+7Ql3k3z*Q!YE3wMl3X ztkG4+!)=!f;jHskHI6>s9fdXD;^I|(i;rb2$~e<;C%u0F@pb0Nc9%Fh7y~Dqe?wq@ zX-`P?SQDP45ovQwY{2)FWhv;l zMjW7S&)PW4c3#IWR$6(DAcXpMkGQA0+yKG*Y{{sYRK9%Ks?&`u=QyA>zz}s-+zOMj zhe$#~p^_fRyv*CCob8gE8oRB*a70ng*b3#GwYvJzLN}M;o+&L`kEpRa)m0qj-A>Pj zIQwgwhs`_mDH1A&s+5`i?Qcpqd4`wQzFeeUJ!yF5|GIDXwa5*YXjW$wB;-^YV6S`Ue!U&*GG^;Wo+Co+<;{>2bBoJ~Z)A93AWTeFr z-}#vp&}OBDCQZYw&yeJCKB$>Qbbg3oW|Fw90%fS>$0nLQ+|CdHl|$&nJUeqUD6G$i zK($nxl`i`CJy(07U*%7Uz0W>v3vNj;y?8co`-{Sno<7j|wf)+V96mzbChzYsqA$QY zl8`Y%=BoPk>tFi04d)eRz+J<)m)1ZcJ=@xyGoH?0W=9dv51FYO^%$Mle(QYBmvD9x zxG3{uf%9vR`kz_jNyv@yp3ONxf|Pk8ZoIMPA(`D23U~8bd9n7=yEb3TO9b2P#8WC+ zcD1d;siuW_ercryB*vE3tC~*`?jJ{)B$}~o@TsnW#}v}ufPi{tOZDp=m)9HcxagS< zIKJ46>Ev2*aD{ityvp!ve?vy)_^HacCES=>(S>cR#?BOI4qkV^sZ4sGl8-)3f->q9 zCoJH6H*~2v$Egk71aHD|*iBPEBysL`>0NN+ursa~Ygza;e;p8!LB&c1;tA@ot^F#s z;trxhDLE2+yj05SMCSB6**WS0cg2~D3hhYUmhX0;P-Qg8mHVayb*vg0;s6ywyW~vi z+GovW9KNPC8^2R?K#xz8wfERStBmbLnU18JSgai(>t?^ZIPu_%=50MN1HLwgi0$Q2uij`FpV+30-B)$V*QwB287GhiRdM0Ff>qn5YL5`SH27@NY;p%#ffN2ryC}c=J}Hz6Fb`{9r~e{aA=K(eI4Ob z8YF|CC(9RxGn*!N@rq5vwnsBw4FpUYMi5@3pYPZ$_QhXds7Re4q@CnSD@9c`eB}vI z%x(m##h|Gg0kH}XGg+7Hp;MQIvSn6-z)P1_M4c@8pmC*mi6aj!pREL0V4Ifsez^_T znS{;>R&KjgXBT0ibKsUTtoApzPXCK#{{XeY$xC=?%pbSHVu3YCNgjZeL~>HqIPr1IHVLSk;Z%B|<)4e`jbLu?_6? z14JC3vFrUfP!#IR-n-GHjT+*hD?EAL`7c76Bv>(;nxw}ZR$k1<^RtSMCLK8*z6-6& zzkPg^@OIjBHLYp(ov?AN^+1%M3SD%a0IhfQv*aqz4K}+|*>F0NVHbg3SAP<@0)CXDHE4auj2KIZ|I)qb-P~ zQyUKVemX|X;Av`^9#^4zoM_Kc-EV0tWji>H5uBTd&7$8(_CZz4dCOY765g9Q*LxB{ z)6yOoHLOb+f%?O@GWTv>fLjxiC{^S#B_$;g9GTr34xUxb@@*wBZ6|B$?{7NsO3%Np z4Kz8dpYsiG7Dyi+v7Ve*Cmly^xNM40sog@Iyy|Z~4Dmm;<{-7e$8Mh|oeG!Koc2M? zA|p@hupn!hnK5m{6cEdP>NaXx4A4$zk9ctNd~cKsr=_v!vja}iL(?S=2<%k%7RHeo zPQn1%WK`ZlZ&Llu#Fp?)gMt2QvD0fW);>EHsu;*6Wzv5w>DL*f-wJ=%3nfUCZ{pL} z$QR?HWsl}%uPqcij_KW+D3}|>4_w%>i9Kah7JYThcDpj(o56n`x|xKWA865_yq)yy zdV{AdyUTuAyLS4>=BftO;|F}na5-qTx-K4uZU0#ZN^f(_kSbMs{{hO+|5GN)8Lf})_;38@qoIay6*l||mr~fGu03A&a<(|#>*I5%tWTknt4R7I@ zDfODNQIQYq!YvlEj~2st?ADXJbS>u_tt~P1QMB)KxDunq)72pZcfUmU2&qhEtyiTr zA;}m&YnV87X>q#@7o{dics@2Re^J*h_R?EBUf_Cz)zgvEvdqKXiA?o{1%nzO14VhR z<#*-^tP`2FBEnC2-9GrJf-+5(*VP0~Ro^=G7j_wK0U2V*$X>nBezUH@ZH|&|6CUJ@ zZbgB)T}>BuLgCJex4QtlPHp;%9IG7cLm%+vib0=WE#jdzyeJ)sbh%M4w9L8w3sB(t~YoG9+#>l z3ttonKV|)<$lQm2QJjOfJsA^hV+P|ZcG%m_--b$0Ew7XI25!73HHZ72sBctxMvHF8 zSt6oF5^A0&t<#a>Y>!{{P$h+$W_DdhnGBS7VCz@daCz~1-;n}Ko6(zDH64OmdgiuX zoH%SOFDzKPm=W<;{MsmUiDFFjZ%$W#`kDCHKwhQu>q+yc6>>(Z5L_UiWZ zt2nSb(;7^2oda>^2d{F)h~M(qqc7owR1&Wvm}^nh*|QD^j}++f#0BE9uP{J2Xlgv$ z{B(8*2b6}E++6GqpWwyc2!TqmVBR7JdN;D)9{eV9Rab!(wTW6k46bs8NZ|m5$K8<8 z&YFtM4`8|3lM#BUz5+u#g|)@RH24NG(0@Ps^dKQGGq)G9b$R9fh@btos=x%;jE*_| z3&Vqm(0B2|&G^;R`MJa&eCPQ=$IqN@D<9XnO(VHI`wO>UACKH7vJIybV2pP;YFB+b zCr&7Ew&zQzJW;lE2Z%if>u}l4TyIgY#GH*Ka)&nZjk&3Ur2FccS}#Ga5$;*1rLN5n_IF)Qq!lzBQP};<5acaJP>E#--jD|p!wLZw?JO2F> z;v=p#^C^9zWr}B@NgO|9sYnIN))g*=v)kL-^K8l=qB-JT*qC^gHCdDi`S84n>7Ipb zNbd9T$ehud0@s#nx8Iy{9j4xp!Ngy>wDn^C%i_J>@IblURu>a_sKoo}N@h}zh$Ft! z57%Zr1-q<@EG4U5tX+3d)*R)qwKyOwjE`6JOy_f}-lUgIx87RkHC`>`wo`H@5!_Ev ze<&sFS+m^5Gs{-NiI1b;VHjEBsab|v@my^r;1N0 zf8xatC7MzJih@&{ua;HWfPW+ao}KLXXQQixFOb|oaJ~t1Gghjbj(W9tAL4(2f&@jy zTGpg{W-9#^XmXliAR{PIrVj&chEkK(I~{i@ z2(s09USuUAd|4qFckqriXfw4~*yCtKysN|5dO^CQp*h1)#=%KG89@~@)uFKJhx7bX z?QgH7^2w@=>#Ym^w&4xtZZw3 z$fjiQuyVi>Utv(jX;s3}*KnIFTUIDY&kZTL@*-6GR*!_WdRz%eZ@2&Jz3B6=l;weu z@)>2kuC`z628ITd$N#vaC<3z z1$#W}ex4&kuz?VQIMI;VWT(BybjS#A=Z9Gi`%kI}SWQP?mUt^-Wc!vP6HBWo1Nm%t zQlM(Y>+~p~v!|OVcJmqawel^cT^}<=Gdi=~gHt0@s&U7e@nxr-FDXXa)GO7@L*$vY z@bUY!6#bL)K(4GO583qEQ-s_$?UZZF36Y{@wY*#X|FCt{VNvZ{TRH_4kuE7ErMnD} zZjlBl>1JpcK#)dah6be@>25(7Lb@50?(UdxbMC$BIp6V*d1l6knZ4>=YrSjz_5_c2 z8AiAqdv@HQ*x)?sq0Ee#0Fqq3_+4SuhhXCg6BB)*YsiK0r-=0I%0Zr0FR~Z5Hf4_T zUP(UVl}3rS&M(IUc$9_TzCy^0`y8~^1C6kz$%eKzDQBba*+us%ANtJFbSn9&Fso0^ z)~v>rdtcRhWa;~d`B5{%>lFXd^fKp};dWOOEt;Ma1V2Q(s5~p-|Fxg-yHz9r&cj?JbY1*zIDiIhm?;;jmS3M+ za29AdIxuWS7)Ed1LPCk)jaE8khEl+sO`?ZU?^)XqQU1PfxD*f}gxnyx&ZwEob(*RI ztVE|qFgcsX#;yP5SEV$_^pEV-h#q;T=;>RwBtPd9cVsMj8#WBh{NW&_{^UxKRc>I| z$^(2iqUu5uQ8fFbFqDP57zk51?* zi#%Hb(fUcflO%w`RwK@n%^rHc#;&Pr>|C|b zh)>ULH;$|DS)Tpr)N~5$2>@FUrU;wJmM>3|m3?GJ@^u{*FXt!DFLysIk0?@64WAnM z$Y@FO*{-MLKlPZdTC*&5PF0n#Fsc(kCurQ+AjB!u(Jc)_l15y5J8{92Edqj4G1@zn z_$zB|cKY+tP8ACbnm*OTzs)u`Q5hg}QBxR9%uM}%Bsii0^N=`#uBb;&S!dsjTB)%B zt3Yc;$grOo`)KAS7&T1YeMo~fv^F=u?NP{9t8RLWVPqJ2I8TOs;BLoD?Hl%&-kZRg zsr<9ArJEg9#ERc=M{@)lh`+Y&OQ%mwZN;md{t448Nu z6s+tOqv1W=UvCniLsPlN}0ytn2BW+O&<_p5(?)UgAi6!miOk-}BP!2#YhPIYp&V-wma~$7HkaLg<2($8YMq zTS#*0fzt*GiA?<%o$C+8P6noagu!)G9iJYA3$&hp1obg*3142D|_&O@DLy~A7GNF`)_dCsI#j}vq}KsY-4Z{;0NsL`N)BZ zf!=WJ)-Bfa7|yD-~4a`8ms!2swP-E*TXUar*x1FFGaj_cZ1*McG6HN zEvNv;_r|wjF0ys?ww(Kt zZ>yTg>mZbj!dWXvtDJv37y4THZ=D7bGEgwzDbRDZ0xvW8+e|%N(?oOl<-|NXbBU4;OH;?m^ zu8a_zpCc>p1DfBjs&9Lc9o@jr=s_NDn^R&|Y^fbo5x`+Lqlkb#Ib*X3-)0w!S72mH zm0KKcyE6Z2Ae4J`07;lzFm>8&j~Nqw4i{kf>RusDjE1sQW4GxD&~bG8hexyHUDkvZ zxe@PDZa$CR+!V$Sj+C{1?NABE@0Knsd<;$3q_}c~8z;|Hc8hxAzkfMs{Uqtx(t$wn zUnFwHAT63wel9;g;JK(IDFPo zX|MN~w`u-5`NDpu=wl*H_3S0U7UQjR=ple(DDNMb#QRGR^SmT9Hk6ltq*~4zMT#Rv zox9FllePPir%J&`tGfE!@bi@`1nU9z1K%0q>N3S&t2)1*NCacu?)p*gg}N^SwaZg? z;T=mb8>grT*(;fVt~$q+zK?ZZ%MJLuM~^K0L^OvpX5A~KmS4*?&sUW-&!vScks{qJ zGO>`2%;g%dLU|UFE{0WoUB5~W-jd!!BV*^6GO$#K6a(=u46}qIgSnNL?@cXnab2R@%GmEEQ~*h@%Z zpiNms$dj(1Ndin-ELuK`tmZ2)>Opf{9PxZ$Bi7P;0-8pdZ{(_Fgf#CXk;n-N4C{0p zYi3Pg5EHE?;!SZU`|kL;kyK|Uy>kVz-t7V4pO2<_>){qRb8DO6S?fEIH1r;l)J>UG zmA#;bLw$~72;#Ea2&6y}dDrv`e8PGZfmRMhxe69W9Co7&=a=KIF$9K(HmAp7^+*Nl zZk*(sO7C1B+YTY|ra?$!)hNq-)()9*kx@mrqg;Qm0Zp8nxbF@X5-NejoxeXAqM}-E zG?=6&k+^vjZzfN8SiH|>UTYN`JHf<_m3y=R0vCI3E~{3R)K{(bY|9h9Qno7_Z>owo z%+)tDijhTYaXd$LNV@{r7LI&Dz;UFP-t!lx;NP`C)E#S-YqBlw&2h-9txr(Gsaz)Z zsaysSR~9X!`3&eHPi~qc@#x*o1~FdbB2QS%VlWHY|GW|3B24|-KGB8&ueS}ATL7Oh zi;vQCGLQM_7G0>=-Py$2$|qE%fV?Y<6jor9-rLqtTgHfj=oETgtnaRV!e}tnY!bPG zqCgmsj=URK^hC{f;DsSm z+f?#-JXHdUcQzO((3ypr&Wlg&pcJ~Yhu>Bxiob-$c0AAM989*z>{{AW2?t&a+9Y;d>6;F zoisRG9;-n($d>KjEtYUQB6d#`6$_U0Wqux-nb*rF4W?wxuW7`dG&Mz9>|-2;Q=%XJ zh-^s@ZthDaw_@8Y_1zp%Gx>~N>41m*eK6Dcl=OTAr<;|O$N5fFNkz4lI{cnpFU<15 z5elq{cU8q^e|ys4SC#&pdEo_yP+YzQhEnfQNC_#cvujuz#HYL40*h?2tj@J;PHSNE zbsM=|p17x&`#y<|_{HUV%Cyfku-Q5#^q~*GI&9L0LZd{;>Faq#g>H$}L|=J6Q*!cH zy2jm&^Buui`ecn(@QpXc+Ta6&C|~;Ymrp$e#ici!Zz@hBP79W|*>aZ;a1Kns7nBL6 z(H~o<^?f(Yn>0;@CbQD6g^n9$elCONrYGt~C@YfJe5LL_us0TkDxs#JJ-X0vC^4b_ z9gtxA2esFAL_geSX1Q;@z>gY@s(wX7{6ul0?NJ7Ni?#G!9Is{nyVaWHVl6xf8wG=V zVhN#Fn`2b?NK@+=oZSIV6CSm}UzdKd`@UMnN@0KCWaQvbe2ZUWh!C7;*|hoC#Wu`C zuJ*Y?>lCzc%Po6AOCf;JEfEjg&pA@f3Ubo6(W=+;H@3lLnjp$2LqHh|$Vy0PLkHdWOHRMPrUK3^w z#OhvX<>d3#^E`I4gEv;Coc%z|f#g0um%Y}GC;bUYx2-@Gn5^NRzBw{oT#`#qShHU{ z33iqJ$~kci3%&@aWIy;3DGqo?AYN9&Q$`iW2!(PJzdVf=ISdvZy)$t3fK70@C zSBRS=(I{#ks~l4W_syoYJ`8vb?7^o1A;u`g!sTcoqtJ0hu{u~pXsvUEON#B@ehVml z^J!wUg;LY(X|iaVtI;I;OSY*P0&3GlKNnC`5K}|Gyo#+*v=rieXnNP6~&b54r+o4o_)S)mG;Tl~FOzR;1FOa@M|>4Vh_yfjNy zFglZ!a8^G%&ESa7_DpsmD~|8gK63Ex>WCc$bd0$+oU5!Ar$tx9KJ%%Sbne007$`txuXq5Im63wm$|^P~i#mPK#Q+p&IrtbI;Us@plEPdUI; ztin2_qcbP12(b;vBi9=!6r%LX^7YblHjHqxk2ofCGB*=IrCPh-wTePhSOB+liQgY= zzmUH=U+3UZ>YmN#>ZMRmynCe;4(WHZTP5|?k7<6c3zU}xzOA!V|EdV=HT4ZCExe=0 z5Y|48&EeHpKrhr-nmG307)lqsHjEyuA;{5r@@V~G+#ca~yOi#)LQ*(uMc8Q&8Dm1q zq?7!bQ zp|9UmJ%TTj5Mk2Ll;=06R^4bQYk((>Uejbzhx++bPPAcci#Q)32Z)nfR*(UeP`mcILCoC|-R zn7NWdENQG*Z||oHZ;?i`7SpL;DCv|E!1EJ+sb{pT~wu~{q_h&d(lBu zOtHPbkk|h&<=l!o>Bg2ZGAfRE9q+Xr8*9Cq#!shKuKv`&VVTG}VhU3b zEGnI3s-gnfZZ03&ZAZ-dL|RX(vSc&Ub@hy-4i}6IMummMu^yXUpQ&IuF8}0I6`-AR zjdWS0CRcpJe@hmbO7?aH}*uhNF!8+N; z=XVxx({lwIkE1kM_iyfM;PdlN;BX@O<3HO1I|~1s3^zn&W`b`Fv{_v4>fsU7!N4dO z!kBKXdtD7wBNZIp^I$#YTP(Bz(ii9w}jePxXJf4*?&ti6CaO zbbmyopPynCA~fl!)^^HmW(-;&bI%{&n!>2+i)Qu;Vm5_jS`W>(2ip~0lpp^{e z&1jf(lW6>j*n>Qqt(dvsWH#9SI87e3ZAYA>7v@%zPFY_MF5T)ssrevghcdKmX&-d$ zb{NP-)nlKmZuck*XdvmYyTWFU3RquoG=Gi3Nt+z%Y63ic$6Fxu->!58d6RGKTaqTT zUOB}(2m_9j>GFYB4=fzViNTf{{0XP=s8p?79*x4JKz+Nu^Q#nIlbQ#nHn_N9W4Z9u z76N;?+|$iL!XUVgf)FeWc%#oQXzEVaR9D6HZrA$_#!e-w|Hw{sQ2EU@*^u}rcv6V_) z6wU{Rv1zZ@>gw)2c&8pqWpMt3QAYM^p|p5L_|>(De-s@JdofeH^GTSwfjGPI!F_se zUPZ2vw`1nvSq1#AE@hH7-cW{kgvGHIe3Vk%E)xU!K#jT97BTcNM59e?j@h_#T=XvZ zDQg#CPoIZwo-m84H?C4>7cXT%r&{Y9E9rGUjQGhrSYm%!`QI=Emwv(40xfkpBacP_ z!e*~a4ayJ`jJ$)KhO?$VQEbzcmM#G+BlzAztT9FjNiVDYVbs_|*RAssp-dn_bA{^s z9eneNWSCVI_22yN^W zfEug+qvTD%A@DM^?YQ^nhyS;A0TbLaw0KY89zBcxXMR8}0=yLI@*N4upYQ(nV_TKc zoFM@Rp^Q_?+MC1i1CC|Rl4%bL86H0V$8`ed;?4};`J_bro39(*Mr9dByZxVC6b&l? zp_pOaeG30##ZMf{Ib0M)nu&PffZEij?n3hAF<^l1u>XFMe!FM@4mUj!{g=#WOU3Cn{{)c|xSir4CgylS*{fqOHFd{)-lQ6zx5BQsG zZjUAQz`@Eq&;RXD+>uh34fQOFw^Za<1>j1j5Rq{`S|n>44Td%=_d2RLTE737r;j zFv$#uzYF`c4;hsjmsu55*)>4EAg`VR%?zHox|Ad^#AZNBwC;?mJmTl2mei?zdR3I1+-T(LhX;M(dw2tm33ZJ}%>gdP$zMpMyjh7Q80<$T< z9-`mmANv+GtPKTkWD`O1GXhL;4s;_`{-F%H8uQgQ`JsAJ+!97yjIr#{{m?H`_ZYPR|G>rFwVQ4j4!0{bM*%B8{0t*Z^5FdkcnnMVl051jh9?0O>$YL@#0d}Cu3f*W_j z2njIF!4B(cy2$ujqFvbv3}>xWf!opd^740MfZ{Vq3$L8}r^$M|?yV1->_Ex?kreHT zXwF*40?GbxZGTxBQBKX0v}27#?vqF9;W{m!MD1o7An7(teBa=%H?l&W(_X{;sWb!| z$WJWY2|+Ktn;v5Z#@#~Hbq?8-@3J+l6a@}VfYz~c|o)siV zU2Mi2h4~#Fxin~ehzJLHrUYQ3hWSkmV++9~Rg98~bkjK86CK(dg~JJdyVvcrRt(@e z&hC6<|3l>@Sm470XwR{eZAB5o?%<|*ULSUP@}-S?;}W~Cepjw{lx*r_MDvnn5Fg@l ze$KJXHCU-s+8px@8kw-74*y;8O<_yi&HNWMB&gpU32>D{IRB30bWFg#557$~nf@U= zI-C8ExWeV6&vr6_7wJsd`G?^twxYBb6-^B<-)8<~c*3sHm7{o%QunEHVuIj^W3kUV zb)JO;#YFz@@xeVQ1~%H6yd)u1uSfQ4&UK@euVwWQP@y+~bxdJjj@ggZX$aPk&44zk z7RuVk0F%rRm*^rUK(4?ZHmT9h3H;465s)EInRsw}MWa%alq-k)4g!e<>^?H@X0L)Z zI66g!zL_Cx|G0d+Q^)bBkBW%TkU}5>*h~#?c*UM{Br_rrxb}@CBqTC+XMO;wR1O8T zU2DPGH(lgv9AwhmD<2cfqZsp6Eju$;!?_EE((U{37{P$ZtS151=qRYCe%R98W7`3$ zvI)RYK}LWE%YoiMVJI*_LZ1=FOeSjXj~}j{_ebuakw80ovEt%nOKI=yX~_qx5T^Q= z6IqWmv%!ZDI>UF*{ptRM>XK7S=vas}na{NK@EuT-bs-Dw>%z!?Nz;0ZPp#Ah z9XQ(H*&>1XbDDR-gRS>|!9)sbXikpcSXm)}`3u00HU6?9nCAZ3)~pT#1AE8z2Za6! zi~H%Gob3z=<*1$YuE2ivR*{D^JA3Wxl7yR=A(5d~JlorwjGN$lWG+BxNMK^Fv0^L} zMU?+HOV!d@K>!GrmZ7qENohSP*-8$6RJGL(0JNRrC$?WnL*fq3(g9pLNGW&$<@rPA z-NY zMGgV-Ei!?Fzp#AMZ~hlGDnmtv!{H4*1)N~M4@UYxrW zz^6*)@m4#KzLef2d>fP1Q0nyNx_w`mk^tX}AmF%9LGb@6l|a925s#d%R(yn8TBz43AQb z1JVE&Z|<7|Zu3{#x{$0+^H-HgtyLUz%$T1_uCpkL;Y`xxC$jEi4f;wuE7>bLC3N?V zHa)zw!8SAQneRp)!Ol`P#iw_n*Hywx&S9IVbJ8~9HIGI~y3FJ?1Zdo z9EzEOieD<}*SPZb=0l9j3opE=(}?AWRCD} zxRo&^osTMe*Q=THEk)?fr36nnLi{nF#5pD&mR3qfT9|=oWd^x7@6F(;3>L z!NZxQf~f6lU;2~>?Pc1kxWsG<*8J{TS!{^V1#k3bEq#-_1thDgj@%nPanMzEOj4x2}qtGr6xhQFzB)eU48`|9Mid;aaID^05CwyJjB>+x;hX|D6Fo^yE1)@e*U&va}K zRZYHaejLWQ@5thb$1rFsL3UFGq_ zLqzhDxjerO_autYodqyILcuaA%6;tpz`Vn9A4k|trDBZdh@`h?M9~}~&bnBaBj9>) zl7sy$t&h~{6U;Py_Q+Vy&`&J-K{7Lc8Y2BRN6QIcVyBA!#37&_d$tdqu})PJk+F8L%}d13F(>l;-O58z@8c^^ zlkvR6)IzosP>XZ1oOgzXh;x5ohZsEohR4}ew>^)&H_&<5mj$$z;jEb|QE7SGPnN>a ze%S%li*7GgCp7C7TZ04;U5DT=I8}d?9;o51m5ojcDELP-a#2lUKaEp)FTCo^PWXc; zPzg#QCbe$8RjMK$U#^S}ePR1S*S5O~EgyF_TT#5*8sqjqGwF*aE>S_nG{l5g%}CSr z*IbLtFpgbT!kb>1MQT4T&F?wBi*aK%?%aA2SBqQcI1V+v3522ZwuvvGsiRN|JY}?r z>5iQw4RLoo-YV@CM322m(;b{x!E7HX{_YRM@)<+nd zJZ4N$@pdT)x*kO;V^NcfeC}5O1juSy#mkYWZnx%5nkzpQ+9}!jnLp7Rx^7TuqG~@e zu$FK`InqXOak|wXYQ8)+=j-_G$k2JiWul$uG(LT zB9;8&pm6mi%)dO^Yi*+bC*#xl0Y|Yh5>aLRcWIqL^F}#xCFkaZaUyS^`*?IodQ6pu<$ z?#Sv}Hk)GIN%epiIUl=z+u4Y4%&-mSDKrcUOrR%C6;hcyq_29>p*|!>pAe73s88!@ z#RuC_BkxZV7&UlfA0gkLwy130GBQ2(*i+qCLxD)O5Q6n8T;U5Vn@R$=CZkzjnVryr zs|$=%P=D7)5LXmjjKcj{<4%u6c21S5Vj*W$9;cM_3%LUAUc)%Y;Y7??qNcdk+%P+c z@i9hL{drzP4hq%f=$2jGT}RFh2@J0_xVSGQO5r9@8m3X{!Vi05`u!8~N9XZq-S{cP zj3S!MQEnmU`aaV$y6aR|QUW4&Rspi_0mR!$vH1*&r}TLucjk%6HvV(6fi>T%}p zg179-lN`q8b`oZI!*80Fs>JfkDnPZhm)Y9MddNV0WC|qWqs1|d9U*3}-m;Ga6lK|# zP1ZuyiU9DFRu9DsK3QC@7p(af$9lN7|CO*bCMJ|vp2-7IyUt`;?h%uO{krtC@0*;J zhcG5{?~eM-y}IU~q*Fe#UiqOuf-GYS(v$;V;6q3l1_HZyHH4cUpMCow7`o-E)`+sq z$u+mS>N7^Ir$4wZODL;Lg;!snYt6C40?Rv)aw$bs5Fv>M4h7fmPFvS0%e5o2vkQM@ z_Tty*$L6xOQEK*IB++-#H&9Fv;WxX4VdDuH36GCVFnIJJReXkGy~!?riVK{+b6k4) zMDQwRv|7F1IU5Bh$0VJOSg~0)RLWq%aaQ{iH_fd5yze)T`HSkK)a|O*p4S!-z09gY z8QI9@#~KmAtllf;im_Um1H?^70cm@7J9&o}+G%MS>6?JKb2f*I3K+{{qP`H6s+mro zC%D&o-(K|+rluPA#3_-Rb$*Bp<=he`XdVed!8w%uiz2HMX*#J53j~-&bu`K%?T@>E zk#m^VNY})ZO0&Z03?#^xoSZ`cwH2l@*t*JV&ZZEXO>*9-Z(*#M&})H+IO2CsBOuWS z9|c<15Eoe%*?R(Lk}R}I$^NN=;y)SMYs83a^wY<=fpy5@!I>~{qppe;M(6`wE6`G= zLh3aQFRfgXJfp|)i?jTk4(im5>X@H>YS$BaR%zB3hFnuW=afU)u8Od%yfoqbWepOAoyOI3{poAZ zj@?9`l4ItPZ^@VGA3^v{kBRg9NT9?e&fmC(M<#3pRwT|8$?;g_S>}KnyX13I?c;#LJ&j|4RX2L*j(&o8--0)~bbLWBRjJD=x)fZ6bk$ z;Th_E;|RFa1l@PL@)}SLF5D2eM19OnSvIPPF>!-!^Oi(;NaVb*O}^&w`KZcUsmFbh zBYvsYIiT=^NxmsrpFcjX(welzDe877PzoPO_9Vv$?<&)Vr{<9l@~9~>pDKr_ zz*u#Q<}3MGE>4eo`cFx7F8PI}G0L4!Dq#^gH)_sOsF~$%!%SXeUKzenO}q2Di+-Mg zy$o*8vkDW2sE=CitI7Ir)s{C8+Dn+^qh_eT!+aaR>~dI=Min1?b=r-y9;;y=>n|Z? za`vwE&OH{zc&k;DFE!q%`s9}E?-&8{%`GRhahC$1g9C&7816`3f33dRDdi|;z@+7& zVgdb+ca&t#sGuy;o&HP_pxN`_@q= zA5C>t=w*3QgL^sLb~kua%12>IaFIRk0THXAx?;`ie5^g<2)w#tPbD@{`<^%}1~xHR zwjMy5kU~`+Gm+udQj8EyJz-{f;g$2_OHGsr$Gm(@OSN5q7sDzA(P-JoC!eRnmzFgJ*7xue z(W!8Al5UpoQw2ob?agjqwb30G_xxPD@He2?oZWU=Ui2}X#f^XA-#xW+Hb8hbdkw@ATIA?%6s0~A~$GBhd%h;yG2L}tZYVXyE z8s?iF-Q_W#=bjN1c{A)Ijw_^T&{BV%Al0M$I9BRiD5+Y8^m2;50y3crycGUa#yuaQ zxKU_tO*4FRrH8{=G3fFKtL|Y^AzexYE|Bul{bpk@&4KY+`}w-l?(cX&;vk?-H58J% ze(3Z#{$%GNjC{@k{d8;RF5(B*cNjH5NR#UCd`lD!I!=4d2O19>@FO53+H~wqsO({P z84t~Sb%@B?+}YQ&mwoXf>o_JSosg?PfSzpHO2b|%WW6qpYSPWR7?3}2$!n-ZIG`VU zZ{P>9h_-h7$QQioxvZkZoZKBvxo4yK%cB0-s23m)dJ5R+3~W;)2PKmggImKjz%=WO zBBZ;W_qP@Pf>SSgpn%a3tG_e%NBQX2x`0+c7FempnUuwEMb3KcQ9iuZ{D}T-r(N4z z)?Uv_$8)lDpUkG_Ozndhy^$-1dM%Gdd7X%Lmx?j+qxj=X`6zPAR}nCt0?2p?V~59O zZwM*(7KpOC=CzHooN9_o9(mtDN$hSidftl{FTT}==Lcv{f70|G)Sth;Y{TtYU6t>B ziZ3>)Q!%wVaR>?qU!|U$HqD%t0vjBMve~2g4>kr~0)r(-_h#ASbIA>*)y1vftkr)6 zAz-~7n80G+ru?>&81b71#1k#CZS?fhO&FfAr?x^vSdYw@QmW7Zw5>*3p7iH+nCsEk}&! zDZWpMZ3tVMIQPEj7(q{_%`9yhjB#%-8!;;BlO?n9c-h1%RTeLCqlgd9#uITfIhG8D znHKWSLI0v!`w+Sg0$|ENi^$uI<}U$EMQGe!;okd2ceb7)6S|_E6f)>>Tkf=Cqyq7(DatTmxi_NBd(`-ub-9I-=HNxr`j<~s z-{m;pF=d+a9qB9=>qW#+KzAGy!*ac3t6w);xTVP%YwYin^5T4sMjrM4e$X(;qxNaHiT9DYirmK}3{7gC z$X~g|Y(XfYB# zOZLEDv^@bPa@zy9jHX#ru@4cUYFcPrJwS;FmSFKf_I&T*=>u>rC~rlYsRA2%Tnr3g z%`Nj4qQet#D}&{->x-Kf5_IY{DV7{>$)BS!1a@19!lM%x;S}>Zpe(z8F2B!qpY)zZ zvE$jSX2Z)Q^=dF!_E~tcjFW*G@C$$VVkGav+w5oiR5%R2|76^2r#^kS0k`l?AU)R7 zjb>DuSLA+v#TjPg470Mj_w#jv(NLHPGSx%^wHFl7Od^FR2)`R*s*n>tP1JnDjA*y0>cUApwikuB`J%*xr#O|Ml)x$YVdGxo$4y-iHyhcAm*z1JWA zvA&J31Df;cddZYPwY#&;Bf7E;u3d{#ofJ+dC%Siq2q7mn-kO}q^;aH9!uTYhgXLd@f3 zyIHk77TcCQA}g@ov}Se#SN=!dsiHIHB%PTyE`Grc@aG111$3K7nhy?gs4r;(fng$K z3**9zi`Fgk)jwsD0H%mE%IUa^ziH3Cd_O#q?{*(HKcnE^5<^Otr<&&G(~4S*HnC&L z8&alb^T_T-6NFO1LD{yJJG$p?KUyUzy2mjC zMSo7qFZIVCCUlhVUb0QRKN5?)<>xB@x{XYVftPk>H&L;DUD(D%MAt84f3AiA^F?6Sq3s}x1K>J(wp3PiK$K!mYF#~n zed}~w`;_ zX4=U%W^0L4tRd8=;wB=%H@*h{W~5Ne#a=4Zgd{B!MOKlQl22sCCcB!C#Ut^9AqS;s zaSm{h6-&$Kt{7&`t~1S5NiEK^TY%RBauq=!0j5$Y=byU~0^3*$ zmIpIQ`x5ZZgLRaaZ0dLXo|Q(W7JFc-O@Azy6#ZESz&n}HuOvA(IV^A-Y@~@NQsGyl zc&JVm)q0Y{wVL$}#|IxM zdcvG+{&@T9iL#0&qwm~F^!9yzwq^tD@-Umrw(>8Rqf#}`MM1OKF*)-esCKwOTVHda zvmQVDqp?N4^J~v|v>*A5EcU~@_(gj#FdnWLm`%cj;_DX7H(S`FAXmYSpd(X3)fOG? zQ7+|N_p3bjPud6Bask+X5Ojmv{DNi?c8A1m!XC-Da+>5E?LlH0k3hQt*NSoN3n zOIcCnEV!2TVnXZk4eobdzW(g1wii4DnwF00%bj}@K#*2z-t1+2?xq6=TBFb0w6kuz zW?D5pSD;Q;Wb)rN!+)NI``t;zm%5WG_j{y#X7HaxmAn0{jm#~>E+eN-m3hOppcQKo zYqoX`wJv8(=b&3b{L9>~y|oEb1Yc8MmvLz_75O@fgUWsYS^JlZ>zq}Eo+n(QD}yK_ zPJ`TA%|~k(H_{ufAva$hUN^)*qUk)`!%lY0);BCP&+#sbgM*LUi;P-&+a2nRsBbZJ zF#cL<)->v=$WZ>l=N?VrF|SI`#(lq(?cK|~N3Uuk`FEg##_T*4*L91K-p$MLSH3NF zX^Dp~{f~vWy{JEx+1-8i28g#JEl+vAxN&V;7+GKj)cBTsRn?7th+P8{{fFZQegO3F zY)R7b4-HXcjTZ6;Z=>Lsq=P(_%|y=DB45l4Uin{_z)l2>AHw>ERvShyKR*&;ehrM& zb?arh-DeDx%+lWpEDZYyu*@nvOKuVr|9-}-5p<{GcCsW76Q0;AGuSwGx~{q@4mumSp+QY{1l-mJ#ks+JU?fV9~AUj$)v#< zk&?8}DF4*%9491T2uW{Vz4#0il6)_*_ECf|e^kf62aL|DbvDGs54^lRzrsZur@`~S z7P%()S0evw6#8$aBo$84)JaD1Hjpij`Klc(J#;c@Ccn#Z@VKV93J-IndFIOZrfpY8 z@MA1y5-#^n8GNK>GoU+VH`u=K7fldrGMVbb(vVv^vzO2yOZkAnZaBB$Fg%hMRL{<7 zXafa?baO`=w@U~GbF6IkQ87rMB7dgDS*tiWOk~WTULjgmye-Ayzt%o1%@{Q2WVca*=lqln~3q zV$m%l>;ZQxu>A?zx4=#ffAe~YXkh3|kcA&<^t-es!4Y}w7)(*ZQbREc#^C4hX{|Mi z9!uL6XDQvete8>hmgo^62aP7C2|uyQS^omYvlgiyuk2as(-Ql_ z-{dy}=Hnf*t2Sw09XPM{a@{HB^6YywM2ZrWxrTKJ^tK85mhv0)T0+}GBa1tDCi(m~ zQ2Fypi`eU`nI-v6nUTddX9@G%$E7}S=WlA|q4eTTLF*0`DEIEu%3+Js!CS6mVCjTX zNX)lx(okw&$b?Bdn=Um7-A>1OvfZ!Tt2fA8by>SI(}bESqK$p-*YFIQ3z(f4VcDPN!5yq!6Q z;vGF@Hb_LEoNq=Nd@G4viS3qJ6`WY_Ik6_%a>y%@_fRN*wRSO5%tX)c-gvlvpNNz# zZ1g_bg)|15dJR=pKH&#lM%+4|t75CLSj}e_oQJ0yB409ll?_bWvB+Q#tEo)8CyXUv8trk9;m{LrIrTjR^qr z?K-MKkr<7qn65`#J;ifi-_C0_=-CtYR{^+xue|SojczwZC-dqEer+cBiKC70`1V5f zB@E1$8+R`b9qGnTxo3Qz5OSo_dW0YYMSu^nLgTa0ZdOP!6W^=z{L`gZbL>M?gehTZ zFD3}*)J9Qv-^Z3fC~~*ZPqtH;;-YxBh_0(!RO;UK@|NeC#RBB7k@Mv1Ty9n`pPlWP zH8U(E9b*pur1}l@J+OmBhxtIA%#GcmFR5aAF4Kx^R8kzj2To%}u7WI!K`aiF@31}3 zg_y1GUi!iO5R|Qrc%D`K(_kvUPsm#9-Bbn%DD*_^iQSHG*PeEL`O>#AN1GvqobF>J z$`4QZTta8~1^^Oz@Y~Qu)4@uc`Eso`dh5t%6k=CRJ9Q+kFnOgqV34|T%C85|$HcZ! z;_sBK32t>>)n^Z3q6sdwa(Z@l$BY#nl3KoHX35yB`CQjxIi2R;iit%ZBUlktTfn}| zy6A@dBj`hY^KTMV-n({Q5 zU^wv~1p&~_fsJlA>)#~QVg6|u=FyoSrMr4I4S|aA^uz@78T{;s@e(PmifhU9f~1A< z*xnskRqF!XEXJN=B~PWo(Hc!TC-bHxdpl_5nRSmM8D0K<;!eH2!1x4wvCP27F;n(E zf;3oYGZIhzY~}OiDEayz%<6JHj}_Hs{5fRsiQsCUgPu*#(t>?!urRR2DXU-ZuqP>b zBItPdUL2~>4Ubk+=%#ZLi z5Bx(kwULGRG@98jM_)Krk%e8~$GVte=r(<2rkWu&P-=UvK7T%~6gC*+q`nt=GiA`Ap$|t83p$$BNPFMdbQ^P>4^P>m$PQ3~ z@*kKD#@lGv^^|O=%8kFTE@2D-n#h(|Ez9%Jsf~U_SX_^D&BQ3uqd{BWPMc&ykvv~b zfX>hBeS4sGtiUz!=;LP}-)1*pMeb`j2W-C!Wn(oX#Zt^t%gh*HPv!2&NxuGKI`x1K z<$5*13F`>h0C1Z^ylQ2|lr(>F)|R>ajG$fmwKeTux$oD*nNsUD{Po3d{ZaVu?C7V2 z>b%gl$N-wY7zSgYO?|DtR-T>IY|`>+*cTroKM}8#=kaiiy12X6S&4k_Fc8bOA>Xd_ z;|LoQ#WaOR?2xb$ud_)^DS@K_CNWes~tJsx2hI>%%*oYKu~mHP|(>U_ckw;I|ntiZP1Wh zb8DgvxTyhqF1kq=7ocg=R`ps;g207m&(MDP{$DCqOdHq zO>Z9*f_7tGA6M75$UXNgzOr3x3WD*inbI6NfL>zIt}Rm>&0NOCuJ3VD}oH&&TX{qPDK4!IY|pk6aNxK$G&-c73RxwF(_z2 zd@Wp2QP5d71JGCGcnPx4k*o;Xy)9+XQ;%DG9uDbt!DWw`Jmx+XMZIQSTS5i-hv8~>;>YJcfRN% zL)V#1Z&~b|Ihbq!T^#pcUgy?K84R21V7vlG@pCzL-5_Ava#G-%pM7_}hBe*(tdBik z{mF$=6-9h~wc20%(}P0nxj!5~;UU@_1XKMHqYm!fT@OoxV_ux&#SK^((4% zle%9uHJJMLzveG~wiu09?)LMVx_5rMU#x*PHSs4uvy-gCA!mme%C)eKz&mCIv`~$O zwn6nf{#pd>9OD!;m~HA&DF4vdJoXDuPvq@CSXxX}aJTGEbcf3_LaQh-6E}#EPQxEpSY}8OQ)l4b;GVQNymKJS1+F7=vUbx>`EdkXrZ*+4L#0pDT5AZHagrm|HFdq57$UQB>PrJ4Y%OH~p5ZHn zZ*f~o4qU!hs)_tN_eU;Yg(?6W0madpu81L<^zi^8ly(`HYZf!F9_N(tY83AcIP5Ob zU~dqLFJTiUd$u$h(zVZGl*xWv;nL#!LV7Vq3+0-UfRK4jm_Xwf-+n(*HK1Y;%}ZXT zACkoU$_yZv@S8)+>@{4>dh5r0Ad6*M+{-HSJxVSSx1P4F>?+lX^g2tyx+l7Y={d?#117rTzwO;L3*M?!vZVbc z;h?o!_MoNf6corCmA~xxv?kGPD*3{Cr+JX<%(cA>MxA3;2^t#L`x9+4-~3X>c`0U8 z&n!YI_c57iAZs%2|8;UGLfU)hfd&r-%7$09DVV^b_ z3lf7Q~>E&hvjDa<~HBnp3(UGbGAP}c;eo{ zehscG0@!MR&&ND1bAk2rjDc;N2Aic@R@8w2*IHkNHu=60657L|T)&;4wahVU@bj}k zI2V^}`fS-){&wrQv2tX2Nt#MJDc=oxDh*ry|FJMYUsgYk%uD6pJ!J&zB|+u@(d;U^ zYdaQye0@@7Gb0-@B`G&FnLP3FW&JHFd7{NS=g%Cp;-%YsN$Sa2-~@320WpD|q zHItm4ZLISnZf5qo)*W{&?c1)_NnK+MmvRDTm71>sN#M`pYFHFyE}(B)3MxD4>xnl+ zDuy%ZA~ZX%3f7_YdcqZx3F>R_Q!tin(;1ZO(~L>QYS_nBq>7tr%6&LHu&2V{W zQTEGO`hJl94S$7+G=}%rzj3I$s`LjCoHtemhbP;Xu#hQ@t(0*gDW?kapr zg*ZSi&NIPkt8u$pNwKN)jlN3BKfKn!t`@X;=Tt7x|9ABPYK+urX^dV=dD2H-D-#X>II-tz5)w@}$Szm|o(*NjAoqTt6v%?6+TUlc{*;;^6&3av z4yDSE;dS`88SXr~M=O5n>1hkThb}gVGlxs98@Rxqjjt(}X4j_3ka`zBJmF>8+uOT% z;leP-SVmIoa`bC=`UBN%U4>4yVe7t(>wFv%6O+2MfN}B`U~*p!0f>}43aQ5R;ZeE{ zOTgqS6QK}+Qf=FoF#jX1s3LS>sw-sRbp5V0h#_PEe43U9TZ4~utR6vk?{( z$Xukm{DRC<0B%4x_^yIWGbt_cK2W%1-MwZF0D0*v{h|qvP-G&OEtOCh;mq(o4{n;; zFfy4oWfPFN0eBdNXGEa!d#)w?|9%6w3!QRPG)U;LZ(#V8wv4Y?gVq0gd767O-pR&IUwU2R} z``CZ|hHuP968#fU;rGUl@`3@12p~Wp$FGWR#@m=t(>`c#xiOAQnp~*kep^b`Ewv-< z$*Ju{D~Yl_w>B`?H@F$^3#nPKJXs>QPVqu`OLuOynz0i2_MAf7fRKaDFjGJFJDC3o zaiz)cy_xxiN4=H8+!pQ@&xOlUEg`NfRzFu~4FH(2RjxZpu+d>2D*Sd|&AEA4a z%z*=QoQhDzHNMd2YqpwXES?BZf((a{=nHh>&rPg*>qX5j$3o#l@u*T+uH4Fe6?@fN zPL4Q@r~Bq}T@PPUt&mMlg(a5lZPw>~El|PVS3Ps)c*EgV5DAVY1S3Gac&hOHzS)<&pBcdiT*XFsb2WNE) z*If3>dkw0+8_ajU2COZHf)Cm8V|69Lgk7ZvxEYS_%mfv zfH7N*=Pk2@RDSX2I~?h(HWJ76`Ih|sx{l2cP$9##A+N>02REGmMSD-~hSRY?-L5G7naWj=e(Od@yG)DDfboL&!=n#>{nBZ`$H3 z_I2t68b+slnr|t9%Uk|c;+vGYZ4}@ahWN+Ww~`R>x%4JgW=80FU2xYp4_Cte%(aQy z7U;*O0!^EYA63RQBbQ$ydd|WeVfF!0q!NE#kAz=p!GHoNBM@|7dRnc15!Ux4^cjp| zJVp6>&O)SzkQ5iIaqS6xWDmbD7V7P?guEQ|XV+cfh#`!sv&Z|10K-Bss#lCIPdh1U zoIVCVq=_upiOpp$h;z~5T`a4tI8$+yY9kQPv9zM+tC6DUGOdL+SLf{%;APNVStY** z8gsWh9~U~`hC%I+03L(Q6xHsX*?p)82JmOi%#@a8VxBPbOXl84RDVF|>wP@)Q=JFP znR0h`*`&vm#C3iIoCD3*r>BP$iw9DZ?=lPdYag))59>eXM`DFA#+!nBgJv@3aM%w| z7-&K|`vkJU!h{Wo;R~-)K9xIITs!tXP` zd*O$B8~=D4bTI%9zVXwyJ$e>#EmRYlO4n3zba059=ce3aHSF!zlqwAa#X28=nGC4 zNeJcpx(BCzeMk`llhCzZ%IMEqyz@QWV4s7ZmlV2WnoV7twLWi z={Z0|)q(GP@T|0t^jNWBa7?p8VdDnJINv)pUT2)x&SM?!H}VW|iwLwRlj$wpLO5%a z2vpcHU(2H0ArHhJLxe%Y>JZ7s23E|I$M9h~Pd~TDl)(y2&qO2;K+-76&1 zG@4yV`L@wp`13@m1ulRrm*~bXNG?Lw%?M5ykaHrkP)GVt7DO_vSA#CN>LrPiAHT@s ze?cX;qZ0y;1wo`JI*3HlJa9>24D|V;c4|RdlFscIu&E*ieD1*Wsy0 z!IVcDdM`msyJi_suGR+jzT{_W{?#>~CC)$tx8P?eFvU(j-}Uf`kN@|HUFI$=U0*RNip2u~v>1crFf96ym-sAP)f}0a2E;_;{stEgzTK}nU z=;4bN%Q4rXtj|-gT`E3})4)@_BN4X6{cL{~O@=6uuSz*U(Bk&|-HMuNwQ$?&@eq@k zbC-ydq;k$7ZhkZl=E_#7r&vpSy}t`E$Xw8*$fO-eS4xh3Y#sibik>k#GW~~W`4-R| z96=Tl`AzoqVwmULqh6tt@+3;~9AFawOyKgK80@p85P8-=LnY!tAztKzfYieA5yGxg z0nL+u#xxvlr3auWQ8~)ioY?h4D9htJ_zK5+;$p`;dIrM?xxIeP*AF+WSxvkK%ZO(E z*Z>ScGDM*0`7C_zwos*HSm7|t1$lP(>2HGQ_&SG-Gc76@9#ZYP2E!(7*2 z_=TrBfJ6|h6~g6K1LR?%TS!`ZhI=8&GsOfdasR2+783*Tt%C6GaTJ09xd%D+@cuK0 zNRnP#u<6MgKVkcM!e*|O-Z2sdCiPP+`Csi00MJJPKp$=ugH3&6lszTDwcK$|O6M;f z9Z@+9XgeNL#HkdbKj}W$Djwvg(<<7Kj^6x!syPXvZNqrGx@mRA)#Go3_do>BimH_e z=z`GFbH3{;>%RiZ4Yp}lLgxFi?L|zTRqA+GH|wI>YcU5*kBo?Y&XZXDlO?@{*uq5R zMM}Z!oqE0k$d{N`v`=;Xk#O$^&Le$ze?R+wat@dTXigqN$E*(bhLCSOj~@zsh!Ncn z4}g2ao_+4S_V*(;r9FnQbfww|kADdJj0vIeUivcLb!4MZ)If~|9wl5j{ugLS$~y=6 zx`(?kiNrD@=C4_SafzdyjV z+Bx1M6ar0bqVk=sXKwtHJYAi-Y(5=kgF<1( zK#pTZ!afq_Q$GX#4+)0>ZGci-6g$BeK*A3&gwuo{2D*tnVKF)`T3sK_p%5zX21~4s zzdQSlL6ipj)f`rK(p6M`Q7vy?L~{p>K>(YTQho9@Y`1{m_)L8Nd3>no-TB{sZ=A)tP$rMWLyKI47ryURuk= z7w0p3hb>MQj6)rVMTkxe?spzm{q@-Ttq6`!*u%pY^AB~)X(VQAxnz9wiIKV&3>`^; zK|_zh_>aE@3kJ0XI*hq@mR;yX+?z4ik+{<@OCS`RKO+}T%#{mdwn zAG3`FNQekrn7qd4NKBxc>L3RBfv)d~8n6z3MkVLWa_zXjWh=wbRqToCcfqv0cC_ z2Dz+4ptgDMUrPkJF0l3uSNwy)ti3ugHJ|~$YJHxM=rb73WiWo3NdKp2`7kA!>Y>;` zU63DHNT_uWI`kvIq_sycH|`YntbcJD<>$Wl?wgIZIV8EPxmNC3S@$2wgb@H!>itD= zg5qS8=zzD1LiC)l(=qQMaH)X&KLAy9ZhX;0Do@5hR??veKvEE*u5WMfBQ&hR1T8S? zQPRX@HfW+y$HaW$3c1=9^BaOUY97{-nE3Ck@_ zNRw1JI+8%PK*#P+&w~rI2LJ*SWHW@7iGq{+M7nv7n4%0E6gH4v zMR*4Q&GaaUvCz(hhLKr?MS%70l^^xN;UNlrEHV!gJqZivKZZGUB<*H-$x*r5I9qTMw6*B9N>71t_0ch)^ z2ewB~h*$z$98kkv)!!*-sHraq^A9P0FKJfL+g$F)qn=}&KW@~!FX6PjMQxpt-Z;-& zZOz6=-9@#82;k>qPzb)500xJJ`quJ*!$68a9oOYhBDO#1PgN92cceBrDTg5#VhBI@ z!ii;rzCU-wLIcGLGqY4hhuM2j?twD(dIr(idG%h|T(qTwd_Y*JlnXd_Yi;d*r*kB8 z9CBq`Nl9)HD~hGYdz}|Wh&}%7K)w6n-8(Pth^HMS9w1I8ZURw^Ncx&AUy zQV$D)s@5WC7#&$)Fvf*xYz}uDNgJAGG+Z_79NQV}iVbuqj0r8Y|1Pz8r(hM8z^iUu zQU5kBOy?6TA3v%wmNBrxS98qPEp;zG?$^S!Afv;sbt)56eejs~O%r7t(uNuFZpFjh z5mf~~ti`RckL1|G0hkda&s7#KwJA?Q@|^r1Pk~rM!?nB3f&4%YhKM#tl(&3H2>oNs z!(8?q!fxFntr{O3Xl0xo%nr&dBOM#CYznR$4JNY?(!u8HE45DFUCJR0m9^!$dWWA* zIn>v^D+-!$f%7mDM8=={H23)dHt)%JTBsfdx#N;!U3B4vi;jAUC#eSvDuph}5^ek_ z(ii+RkiL-^Z=md#$t({$v(d zARxGAf`V7Qm#Q&Sut~P!7x%S9bzH+Ic6(sL<{D9U4GGnECHt2ebqpT`lxT?LKt#J1_6as7^K{B$!JniQuk_0Q)Bll8lxnsuHZ+E1NO24bVZC*TZ`nn{LxAXGVt3b5hVHCQpAz|bO zyZ3NDPMKNv=>u$|UAMin^ooyHQ;btV`LsUj^Z8Z`7l~wX^?9K_8aW{crTb}mf6DwI zJ_31|`5nAt;ebyaWfyLrZYL246g&OK5^*4;W*_=N<4Gv-Iob@ZyYUQh2PL8+@COjE zVSsY_YM%;9^&sZbC{P_e*!zfBCi<8D?TpUWZv8dYxOr8-E6tWftVQ$vRKlV6yNd6- z2B=nJZ!^1T+oFJ7jM7gsXqf+)B9$NU$$_PWE1y(mWbE=B}+v z4V6tiY?jWYKUjF~K3lu@{2^&xy%fWaCm_e)P{B68M`Bdz=iR!OZ%zogb#+ilUa!-g;rXk2<#2wFspt?peFgYm@hGDb~=D;!yH9a6VQ@2i*9pewc)| zn$gv9$(`)8)t)0vTZCLCl*BtC9v(Ka>pOgoLxAJDuKcV&CYgiCb){XAhP{cM$g5SH zS{YWuogK}@C-WK4QiX&or(=3_W3TFGaOhZZ`SaQh?RU1iqL44u9)TGc?dnjRPg^68B_yv_$-#ynWozFp}1*|X+zbI6(=&S3fI%GupFYGct}(Kf#!+-zeb7tU!k!F@OQ zOSw^sNzz;tx|TMgp*L1_^J$~l=y9}zoVwVPYnI49ip<)oe@-Z_iuGBmciFR^t=psb zFxvYXe8ye%Q5yH-Y-VSx*+^4fAGz#^8!NIhEK};R%B4Mxt@Y3^>mr|e%y^m6;7bh) z+xJGz70U%P5}WEB|H87j!{x4?GCoCw8O4=GjaN|ORmekvTh%U(D z9AlJ&oU)-G#&JKtvu&vkh!J3LAt)qKR(mFvma$(Jo?s+sl~g`=sbuTdbte(#hr=w| zWaS;SZdpa{4`Q6hqXafgy>7)U+SLh(VZV3X|6-GTOSqpWOjt-ct1R8)C*k=Ehv=Uw z#=(JUNoe)yFj6EN8gy>#ob}THe=ds-jBq1d`)U>2A2&0lzfEl964DVla$S9RQ&n`^ zi|5WFjW1Xcd+V9aQ$wjV_yV1;dmtpSbNe8W{6buidCHQEw(XJDm`qQFHM^BbL};?$ ze<(^rKqkR8m0bL&GK-k8M*9`8^4E{;6@`V%J=b?>4zk~>2_Teo z2(YVzlHUr92);?V(@PTStd$)aY-N#6EoRj1u?sFwSXYO~sA8NW7Wfetw?fJPlRiMm z>0ae#(3XG0{9rP6nAZg+x<3`PPk5Ufs(81KjqDlZ3nKUu{F8RBW4!{%qhzGfP1y*o zb6|ZmkOX-TxVP~f*9=H;^yiZY_J60#hiyh;|zdSG02 z!BJ1hXrR(WK4{D^`90y>`>clJSpZUN6p`TK2Wl^iLDm>v`h?2Cs_V8G&>es6K=*@T zp^^`wNUN|I_e^<}^lkmL8#H9}!u*{%)9X8RPg46S92_1rlf@eawQy4KD40BqcpPGR zxBza<7~-m@A>m?w0t~eG4Wj#GFe#C!z-+)Z3=+QIl@I?FC z{mL~khQm5Ro;jTN(Xb&^wJ~^WoOivD#}H&VqrT(4nglYBWptH_g6h$BAn|hTJ-J-1 zUx_J8luB3!k7b<$2YKyyD}FD!4wN7CaIRVJDy41(_Rdd-)Rd69KPSK>G`4*T6obRy`xk-{H75x4^n_<)#O*hBt z#j}-3?QaB^%ZOcFK33gq-d=xpcf(^&sAZ<%$(UcM+)V|q%x;4;Y=;fOLBnX~>#U4i zaJS)NRWo0%O*n5|(Y}>dGdCJOu*3|TOn6xo+OBgfUGREznVnrTv*I#@0#eAi)|=id z_vG=`b5yPZ8tQ@(V{*P`2w#JEVNOXSK zKJ9&UVoGHU10O4Tfbk1Ed}{w5PPiJ3zhHRZ z>h0rwmb$#kifk-mOm-WuEsFSG_P4v;f`ArPqzAZ4)iD%5uJ^vT({|2@mwtUQ>M4Ej zlD%K`?sS;p!S7_I<-`4a0dqwu0ulHlVRzy^c$eU+6=}_WxX8t??^K0pew7rIu`fMW zypH}Sh#x?4C}|*%l!4-?&8zZw*N-TV2Lu%yyD|wp9O1?~+{j;U}}-T&g4GezCtJA`0(97v>8E zY}$nIJXh{PW3_qtyXcK6fv}|^?rw;8E}xf~UCC7(_qJ8{-zrlaqTL*dV*b=XHf2B- zh1*-^8l_!5xPIr+GeOSJMhmgbMNA`u=0QEe9pFe3bUnVABvcWa9MfRF1_2PgN2{XA z`1efunu3m+$z0wAHDoyUJ`@7|7<-DY& zd9JVIBG7})rO4%ZX5Z15-i5%nMnR*Dt?)VC^9#EC$keqKN6L`gy>DMiM%sX^j(-?7 zPQuY1T%(}hp#`djUFGhffC^h-F77fZ&ik}b(?4b**Bu9^Q{*E0s63i6f4B~DUM4vS z2A0l&8ZL$V-7}v_z1*5#u{Hp ztu*P*v#mL)Fr=FwRrj$6`%Gu`Pfrf65e$c&Gjhh+07o2TqYL)a`J**;56@2!RKPV4zq&6x)qrIRLQRVwBO@Mi8Uk)>%o&=>l8`|vA?0lHN_WOeQs z^LjypvEql@Fq!$N#tUZePk>NUED$N2`*rhfq?xFrk;NfB5mtxRtML%-jDRr)1#XBa z1HdOFOG-cn>Mb9)@OIW5B3@#Wt7j22$JfG_9+6ob-!Wd=@7t@-2DKcBwJgA)yvNW4 z6J+#wwjvzb{<)+ibYgn_+0M%^%gg?T4Nn0`1A-k1RzM$`nlC=hy2DW^GX*sjhL==o zU-52`?wET^AhL%uao-OJY?Ye}ZbI_l-agS~XvMlf9~h>7opB;7*sLK`Tz~JwCCp*q zVMI3vi0;lQTQhxs;8Lv3U^rQ8q}oK_pj;vhc7u%pIm)m(bWbs0O2oxR!``j#gD2rR zrJ>LGs+S{P=UN_27vO|FM)K&HErzHE8(dOm6H+$3R~MWp#Ppl3&cq%kF%UY~Qhj+P zbyCf=WE6pi#JzF>y%sQA4$Pdk7nA-|5&~=UWB^c$|4-BTjTR*CHomLECS(<%=rpXX zVAM;Ewqdm1OLo`}=oC+sCC-cBikvn>5fS97wTs2oXv|6ofXtHARQlPu_(&x)fw*L0 z7e29k>t1XY@hwgo8%Cxnq`p5{(jGcGU@v{HeVj42Tp>85W2%_Gz;?C4-;Fti8rj={ zBx;&2t@pg(ML6JoH@rOYGneG&k_^edZVZai@9Mr^@87l!Q0rX1HOobsla-Lh8EeOQ5a~0so<@DOZPQdF!kQ^a=;qEciJ{%z;^ApG~iRUHvD5 zJlCZrli=78hJgL%oC{&>?{7Orxo#1uO6%Cal6mdEyfZ4IZY?r6mCPMEwy4zKINi@J z_g2-RckJsl%gV#YJ23_!<9m$tetX8fQ!^x=Hhg0+s)Jswv;nqg)nbL)E2fCB$#pW^ zLnZCQQ#)WNZT@mPqYcRhHCJul;Wrd$Dbi&ROTO~C1)qALjqC;6BSVfu`;Gq3Qzjt( zWDY{Ici}kLEVeptDGwHk1(x>JSu)E$nkKxxl+>`OBfz*b^UJ{4xF^MekT=ANu{l;a+^E1)xFp$?KQvr z1Io+5HbT7^&BD#fbbDE1R6=es&Qvw~-c4!lblrkD$(R_Y`vf=f0FztxZNLDhm_=1q zhwJ+%haQs>O=!e;$@IrM0&nsGd&Zn=xgk2>Y7shQmtE5ZR`j%9;ep6M_a0dEidMMu zI##rKrrY`xL(vyqG06kaudyh+Z0>rl6>D+ANBpT~ljE=VZEXpAa4UMtSfov*6E6A5 zy?ZH6^5_}XpzHi^PVMD>I{){C*akZR*--@$%Bjdp>2WU(c1O4rvOS5`$t{bTXRNfv zkx8_4ILQR@EUPVbc%egB{kXb2`pvHw%{h8i}(D9CH86`sP+)99Z zfy3T_-2TqvY!Mg@3P3_(W|)K9TMwt_DVI0P82CBWa~pEObf9V?^5rGM4XGlH>+qiGY?r16 z8B4A@=I-JqV>Ua{l&JulHcp=1^<>Uvq0}3sQ7hsz`|iTptgj~~HACwq?@I?d3<}ik zzwB^UWCdRVkAOU))?$wMn#PDW!D!zPT z9Ht?ts1-MnCxK|s@(-zpwBBmZFpWtuTN&9hYI0-UGevX;TA3OK<*&caW(s69^dsI= zsYp%2Js|uLPEfdL7WBk)%g4Xzbxdxl;K0Dc#=+aKP`KKQl)_G0*P1r!T`Z%SfQw<- zXv11_&&+ul!xh)s#Ykcz)z;2!e9#r%TPD!lHY7*BS7(-`UuIfl;ro~bkDTV|Q@z@# zZ@GICjZRyes)NCV1A@vHrKPpSO;KsuYv0;U)n5$?IB3*-94F34CbDYs@BC0_?oE8+ zm5eSNoI&0smb|J$U*C&ZJMrr8VLeI}Dri&wq!o#4mVW!|oiby{@xg-AO}t>NWck73 zrv@u)MXP>EIU6hUj3;bh4N;JcKL?a>4ln7W$Tq#{wC8Vi`rwdvOyQsvQp80Nk%?Q> ze0xn&wP+IQqU&w_JylvmI$>3pEVv6VG19L3DW#yJa2}K9tIl8^r%^?v@Gos0ZH(XV zJCr~ql4$6p{p%AI&0MO^JBLf5V)?d1y5%kRqQirj)J>i6$Xnvc%R9fjYD+i=-@Dlq z`0_bP@W)^6@tE}2l;JfGFJDS%uujVFpm7l+r3<19^!LKO)K6Kt6bYT zrhgqq;vUNIYeu4a6If=HxhKV-ubyW(DT~*ygAb-XC3=Zo2f>@<`;xQAOY%VYox7t5 z!>q<---fj@9UCMw5NBzX#SUSq{#EA{AqL)a>T4hH@<;j(zYiDypNnF7n0BH=b>8d7 zP%|#x43SH4EFBFC80TL)DQ<&^ zSsWhh34;oKvc=~=aZ&fcZ5>0u-asgeBdkt1-_Td6P;F9!yL-12=k5-yWaKoSRG!i1 z6ml2ATJmZ9XGlWWLpHjKJ74Pg>yz5@mAtlG;YFYZmPBiC^4US)J`bdsFijc7$Z6*% zA`UGep(w9T(1<`S(!Wz3pCvfe zM-pJ|k5U*-j-P!e{U~ku5JMnvlQrYk`YHDeZD3l?^59bOERg+xLkxwiZmyi1$XEYE z>AUf-^kLEh=|kP5hn@(~8KlQKZw@GO$jif?{Q1c;FB~qD`_r7~$FnE$g7i51-bg_0 zmK{AO1>|0+=cydQu10!1=Ji42bG@XpU>jSeZxmz-S4W+FXwEfxLcswmysikUPqlNz zrpJ9t?C?)%&Y7*R&|YDA#@FwZ2Za7cI0qz@h2_HDQ)2Jq0Q|{JIe`lNp<7A-)D9`s~`{n3CY6_gQrv{3I|Ty`#y>nDl%BY#`@%*2$ZP|R=PiW z|3rp9K-BE3l_UNYz{eNaa4E(NuQXIKA8fs^AANNEGPE*6D-dumAc|18gQs_o{{r3v zqKx8mdH?RAJf6AmRyjzMS@g$6Lp82)(GsJRx}%rFBrqy2iHSR9b#xWf6>>-DyK9&A zXzYyLD419Ce>nasO(8h;N{xoK+3`!zTY4A0rPFw($0kvp<$=-1Al(Jmug2d_lHI?; zv@@8kH{!7Hq@kiOvhFAT)vto?Hiw(9_8ni<^a!NE6y{kvMz>y~u)IzvLTFV@&;f|T zhegqAe|lesVr7{{!b-eh$pWd7+B;>qHUZuqq%1Uo8jQt&cwGsu!wDEP#}gV(O6! zi>vYZxklAv`9x;fJC@4s|i{)GVKA$rbV7t|GV)6f4=i$#@ zH~>K!**hDzcl7X~|36Ri@5^C?=p7ehZI?LS@en|+emwH8&i?&+BoCVIM8FqLd!&n~ zDIj{kjDI-B$vmv_YSpwp?IZa2T_7Gqj}a+zlW90whMpg$UE#H#@>PvD4eUCdA4eWD z>;8V>@$MF*Tb>N?3Qx8`>`3G0W&z~?S^7Vx`kzPq&u^E3bqYZLpGN}SM3;iyb;gdn z0(fBPki4~CTrrGe6#1|J|IbqvfB;x6em>51UnnAFJI#_a%jyQUk4*Q7lBeNGxbdIg z1}RG!2;C|*gN`rCd8CEr@8)&>(o8!H4qp7e(k}3q(w^+dpPyk;18LGDqd#WLCTO9^ z90McO?+uB(-Jt9Iw>Ryt--Tu(tc@+d_aFZVSxfXGuk$KUzF(PIwF-Da-7+12c|&k6 z;5ST76EgOew8GT_A6ETtxQk9!QDI%{B!u{AQ2hB0KzZ?c{_IBpXU;yYO{x9 znu=XM+!9QdAt;UF;1_Fz4{1zDd=b{gi_!yhQi_$ZB~67mOF;14oVdgC&$$3ga`EDw z0h@LjnY@E#l@No$!RWVRck0Mv8Mb)ogWrW;7j*M#`!xXamiAO|aRk~`BVo0YG8g5m zzBqR-z8@Y&yye;E*v))hwRKlFuSKV%qELKWDNY3BD|C_v&XAISfN3BaXM7H1c zZEzPO%cAA=>;egB2Ip#M`*x$IV!&pF#z|*S`>cb<3wbKg;SvaR0mE~(=smK6@%=PP z_tr96adH^qFfaI+3d6-pR%lGR0%)k7m}V5-O88X(A|&}(w3(&psVxhK)h?&a2Q>+ngqT2aUo#o5fuE*j zu5Feo*sYY3lMPPTy>;1j$m}e#VbW52w-JQUK3Pcs3TCRtMWAw|FK{| zVbiZ%(x{)AA%EL#A6rDWk{=TN?z--QQgS!St8$+zr(mN26*u{4X4+}SFexvr{k{- zy(9?YLE=(*PTU6XM=(LB&UkNIzD&CR?rT)!qj>QP?LPB#vFKd)odz0Tyq;q7;W$?~ z+Egk`ZY^c~w7M*@Ob#|SeclNRIx3N|c*3Tj@DSFj&Y9X&Ed2eA zXWy;xtmQ$wQHVNQFJG_dZ7c->p-O;QAm76rZ7e^!j>I&`N-4PGhJHZgfjFzwHINyS zaCm>RUEH(R@BYjM1qBStW{fBePDjWFxegoH(CtoS7ENwR0EvUG!HD$lgWc_Udm??MLSF)A^$fU@Oz7FZ6M; ztQCPlF_#);6BeLqkoQ}t&lfhycOv?q;9}~s-8hUrzWRD>lO}{MJluNT>QH1eRPBaG zsSiRBoBxC$uy)LDWi>CtnP$6&t@Zs2z2&Rh7waVR2q^FgU%SrJ?IgE$@sF(epLf3P zotYh#=T7!rV!MevHa*l*@?GDYQmdjPchQ=Zm`%XyDuKUkTJMVU7F63|GASVJis1*j zQW`os$-SQzCVY!7y-^J|1I^7+@92}m6T%XW=ckIw-W1|H!?Tqd9|c9eyG~F4(psg$ zBt!U@!>zjLmqNGg+IZ-jWQvG?ei$$oaw=@d>^ELW%WmDcSua;qbtAL4wbf3(iEBf; z_jyokUF$%5za8>f&5w9+sr_t+c`YXp%Wq-0~x%pP}(;?g0m1nUKjT`^z9 zT^^MMiJ13yc?FOrH{Z+%{ASSbpJWpqH(NnzZrrH-Q5O~}U`5tzqd)c&cNHyhh0K^LvjHD|v)gvF0YUL6ZH%AgkO~*f8#2OWPP1wk^ z#lku5RXX-_4!04Wx~6;r)${2HB-VF+{aM{+sWr{pv6#45nwmp4`Z%PrqQa@`(g!Az z!g5-wY3x$@$GF}3m?xD3Yb5JJUasrzRa%GhRhQnmt7sN0@abWgE&WaojUcRK**}fr zu|moeQfe{@3&8b1Z^|8PWw1-?vh%A_sPW2N?9i*cFV67(OBAqqby4ok?3B5ds*9$f zvHOcp!$zweYsk0(9@H=(f8Ak#O&(h%sVrX}w`%IlrOU5}f^l$s^uII{)XT5+IY}d* z5s+<=$X4-Wjgw;dqAC;T*9VQZCs9ElPPyPZgc{O8ZPfy-0`Q;!w} zUE61n#+OV}*bN-vrgk7i0=TJnflwdWaUA_eQ{mRw^&Mx5S3C+R zGAQV$iw0#nBYT^sxtn9{g>Fr_xn;}sbIYtEIwhqDCv+VQkf4~udayIexxA@JS6=x} zSR6lTHk`<|UWpSI-M3}b%(FE~_~R*wzC$0s3^VuBwJ5C;Qx$)K?XuD3?^RKDQOn!f zA24Z!@=ObrLdytz_*pvaN)+&yXPaFtVrX;^eq-dMRl7Mz5w^@CkY$#oySH;}DsOSw zc-Xhcl6E3?sRJlOi`ENxjPmBnIO`hd-{Pt^K6O%Aeg4hKWCnlVmUqHHug@AQl^l$` z5Oz2A*ZR2qLo?#RTNcXA$h39T8{DqNT%*qW+xr8-HVDtAGGmL%T_qM=O2`UH`vzld zL}tvewF~OyfJ2zAo^)kI>lej{dL%H#oO@;xQaI-a(S zT=Va=gU~w_9%i*#9o+QR*VsBX?~Ez=MEtR^1t_ag%Y@SX;ST~x+~Eh4G5>nW)pKv< zo|3l+cd}V8RhN^DYG13Elq~D5mJjoLM%Ka!b6pEj-M-|g$D)F(RK8ePXT4JJZQ={H zg>F1fUbparY4#M>f;H^)+^JZB;!enE0r@#cU;>Ui))EH5#Mpz3Eet8H-I?M+wk90`MR^Qj@oFG#I=khRKNYy{>DVUeK_o$p|nM)nf5}7U9P~&GHkZO1FQ1hSMy1H+vpgN*+4#9*RCeA_S7~F=u2`0!+d(o_ z1M^`nM~Orut)9+pQLqpPm+b&Zwt2D*=)6k%Wzmet2H>o|zI#25{}TsJ|p*jeaj7IMAB1#`kl4 zyy$dS{^Fd`oZ`oN?U;w!lf(n&!FjTR9QU!GYw-&Y3WfN{rxkHGfzjbJKU>_&suny~ zOwM-Muys9qnsyTx_5hPkS+93(#^`6z>f)QT-$<-g_WW;9!R9fu+}#o?#4jkg3ku%; zbDuasDnBF>`~1=k1z{7WihjlwC4h*Lul4#(WM*ktn*Uw2Jj~}k=#b$d8SUV5Lanzf zTvmb#42)07FIk#Ctr9><8aVO0x32m)TOPy-tkv^6Ep+0T2n^0z|2$uikD3$~=ms~s z#MJDUempnU+#9L29AJyUCEuN@OU#`d8jpK5&i%H2rYe$t0`3cFf?QujgUXk>C5ptK zja9T8M70lj+8r|4vdSyfC+pE5IpHS)i4P&zb+XvUTHQvyN$wqqTVk zS1+?Y(c(N%;3xNWRtl{33YZJ!#P6!E)fI42m`MM5d!Q=eUYkP59l7DG_V~xdV`92} z3&mO#Ta(z2Vj2^j9rDaKr>REE%iib-JznX!cde;GYEIRz%dImWQ;uw!kToV~Tsb*+ z!fo7NY<&@+!Q({~p&Vx?&}W!)%aa^3aK(zaC&h?^YSZH`%@uS{iwf&{C+&1Ze4Zbx{qEr_ZJD*>w}2MLr0w_KbU?AJ9wNu1@|RPhkJXi zbrtomUBsX)H7gx2y|4V;_x3`l{bin!s8#shMiE&M*=2Z+T7~waWVg1u9-(c^#tPT; zPfDSU`D-RBvxT!ADT4zWFsos+@H|>gubVo~AM0)`q2#+nxQq{y8(qlDFm?zgIB$!| zGFsmEG7W#RDDd>_MaLnY11&qRb9{Aq~gJfr{LG!R!x2xdJqEHid$-HVP*^K=e6ZvUQuPEcYI3|N0(6XT^EN%mGhAKO2*W?SZUdv= zy_ z)x;W6`j&+7{P8G-6C6(BVvD7mQPK_d+_hp7vRwTK{NM($$ywW&(Di4N84rJ2@>pu` z$KUMU2q%o_-5z5+C>aEv$>Kq5M2X(UaDxo{)Z?v^1uw#^_u+|hnr)PwZ5Jw&sMbQu z73YvY-s_Y9=xX5J{XHJk!2h&V=9*@vC3#r7I*F@nfS}@HZjx7aw{wH)V2c57g=Aw> zT$t*M)v;O5+a)~hZEsVGjNW`AyEVUBSrO$u9oTEc*wZYMzyA8?oB3Lzsf9wE)~Rd$ zHs?HEmuo0eLtFv!kK(4YJ}RpqAb95KI*edS*ZQ?45Gw;>;ic+=WYd4VJs`Kz4(;0K zW$A{slXk_-%n97gT1n=|=5Q>%-Sb_OKcgDAPO6gd?5!SW?NALX)xnh~U5MA^8A>h> ze0Z~C4D_0mX7hKxE5T6VIL(%ok=YJKf;l(8SQqbW6`enSUftj6SL+kb)HX~r^$DAa z`6EtftlMYTdCA^iU!vL+L&iP=qS8Q_t@T#{xruGwLN~V>KIaUXhkles(I#KzV@CP8 z#077qB)K;=6=}qBx$*tkgO~n|&`VPbHqq+e`v>Ep8GOp3dUr4utNQPjN1dm@2IZ(2 zij}8FWoljQ&E63e=|5m)^EAqfOPRE9Vif*2W{(bzVjwjo;Ufc1&JGUUGu+EA+c-BA zWpOR~fgO*nDAwMPSD6@Cc@4SxqhffjB}%k>+Wb_5Md5@R{M*`wdP~zjLi*bw8ag8j zk+d42pCpy{cH+xY>jaBrLnn1D11EJX-{vu#x&D^^L30oNWn=64@&>M|M}}E$U9i2C zQI`IU&`!2g949H;|8Jb?%p|5HU8gkIk#IQnGi21YLB>op0t6;ga+Y_h?> z`aT&GCJ_=GJ&;Q&OY*ovg0=H^g)T*q-2t0wRP5dU?~4_7xqEq|h>rqkhPpj2Np2ZM ztIlq5u{ong8N!54Kk1j{HtvNrRtcC=dUL6!m_7_DPfTcWmGqCD&Yzo&ejtDw)WymI zC3``F)G6@8KZ{gD*9WdR2i-mbS$xqL|6?$xYWE$Ux+xU_C04{=m1z)CK<>nqeYb1* z?sOYVj(cY6+5@a%lhF2WTU~Aqb?kFf>ey(GLy3X>@2k>h_mUSp30Z74QinHERh)_VqMClnQZqWZvMH(IVq9~CTTrNnPWvVw?E1@Mg>N`d!$viV^!w5Q$6SWzgrJn9bayvWqI9P; zNH@~WyAGvz@BO~NfBfuoA3iw^8&OjwX5<=B1eYto<^1NosYCz%_l+y!`! z|0sYiq|GR!cf9P!0bVF%1toMinq+G1^ESGdnvvdP8-3p|b75ChK6*`5z+t%!>*@z^ zG|I5`yxYwuh`3x<O-Cges@rt{HguPp<_d#HDoZ<8S z)535ksSS^sYEyE3RAv@G<=LU{jpz(iH{B!ZbO?ua+@s3I_}5c`HrmwDc`~pW3lSMI}CYsG?1q@5^=)t`5mC zMcgedE49}1MZD&@@{V*q554g*ZJoF8TQizQu`By5R`Ep-o7px*)XL}D2^VKc7pK%y z_kX5~-}JD9$*ebWCww#rP%&bA&d-JVJm4k(GQdUvpJNz&lm;h5Qxf$% zS!uY{hI=_*DW!&gXcw7RZpr;JpLv&%(()|5i+ijyWC$lUgmOkN-LSA&i;cK2n&%f+bwhWPsV)x$7vu{X@>(g-bp z@Wy8V>!qMpNsk!{k9_;UY|wnU`C}=4_PW2ROj^KGj&vkzTfhnZ+Rb^YBEsI-LYJQp zH9kP6_}<?XKAH)9d{+ALUYqu5Jb_o`8wz#Y9?4vpc8?RFpJ|rr?3W*M|4{ zhRq5>nHC1JW1sSE3GfzTI1=OGui4@?4xpUnMYQ z58K1%XH!#sQi)cAlV1lca`MId8^!DEYCGL6C5$vdEdoqC4+>@m3nY9&3d3DBJWgqS zlO-eEA79OIC9Vju<%+2JuL9$PPL-DT*|W__GEcZ9)(k!UXn)LSCCp9;Cd@siQD|xL zD=`R#SobDH>)vWb1C|ei8^hR!_;%ecW%jMii-L}FH?^nB=_g|&Hm~TW zA{tGuzPg1g4mKbmSwm@sV}blBrM_D?1wt-ns|tCg2uW~X0J5hlPq_Tpd0Ro{4lNZa#E7}O4}QqT9D4+$`<~%*}R`- zB9iCO+}Y3|JKamh##adKK3oGFTz$%I+3vwBmB0i0xxKwn#jEelCXGsn4cd!^HQ!sS z&B+M!D@ms6+gv}?N>rpOE7{QBt~8t-zs4vgGY$1pl9#Fig#?cRv-f|-i?PrXqQ0{l z3%Rp0fpvIKl1o0~aA#XKJFmF%HMG(!FSlk;pA*NlUCh3aD6t@K{c}!Ig_98LG_SOM z>G~&Q9)*kPmy$iWI}u(1b26y#Ay^odI=I}ck{GDCpz`= zIz`Gad?6#l#e#bpf{g9($^l?`H00p*q2&YHZf(T?R~Ppsv;D^(L?p)s3I@fzX?evq za`^ftE3q641016_%^sB$`2pB zh|P8947+T>gTw&aL|zkt>>OY1%K4j$Ow^Jl)p0?LAA%NY{96 zP>EE*P_VymccDcz?%Bt&>XbA@+MSR=*8!aRIScND-7c1=QGE{aMN08BW7hil@8H$C zgO(dVa?n-@`u9?}w)b48`jCY}=Ozr)_^UWOWVOl&DOB@gh0MIa$E)?!W%-3M^g6BI zM2S(WPU5qWKz14>F#8x=%<m63pkY_Sn^wZR4`rGsK=@6Y2h|v>#9GXBGu0TVYekUW@TDsG=*~o-eFnG;-cSAj=#B}GW z*u(NKTf%-5Yezu&PC5h|$37q5E=YHYVYt>I$HxaNn$a#J#v_tL=w?Vwc3nkgYgXTt4(qupDt&lv>2cA9?q(LywU(u)aj%#Jh^ zEH*GY>|FrKKoY$tEpItd=QuHh%Y)_?esu2>)6n?N{>*SMD4tVioa&s?algWQ->oE8 zSJha;CV*h7Get*+fTrp5-67_N56x;*R9mlOO*p)uu@?#tw1o7+qVx;&`XDM zd8F(e4)d76z#8Ah^C6qB)XUwl>kUoozL?vb-IYpWXzbkZ)Q;^h{*8L~oOHwRk~#y< zdyzvs!#h1_+iUEWbw!gT4V+415w?~Mm)opuMRz+NV;^p!-;z9B5L1LTt{&Q3)RHib zyyRXh&6}v=@0-deWZcV><|{ES2w|->@5L^_=ODJ#9JWrl6*WAl)WcxIhV9@>QrpuY zZxvD`z=*m6%25phwU~yfo9`vAE$OJr2W*@kW8vay8^h3o596bbQ=vdE1%g_xf_6XHJgWM_}C zg}Kj#pTDDHP|`V9$8sdS&`dx)Y^Q1<-?8<%qic0#{9O-GldJGRy0oD+f9CT9ITcw7 zkZD&}yHNSXrLYKL|L69oAMr}{&?-E$9*yqE8^^BS+)z`#6JWc%m}KG?@^(1O%#qWf zgz%d^IFGFmv0_zOv6`2XjQ6lmOphBNG#kGz>41hL2ml&~8p{&G)Q;CiopCw3(6x$! zgxJ-C(YT!K!>6vc(<&WWljC#^*_a>aZZb%gn@Ffyr}U0NN}3%6QAv1Wk#G+-@B+Xq+;MUF7&F%3X%la^Oac?Dj{5N5U zf*BVNJ*FfcbG* zK#x{~rw#%ppgWz+^buQqO3{IKm_qI4RVJOLw~|}9J69Le9Bw5s6fab!m)M7U$V+*U zTz}0qOkHXaAY-%!Tb%nYK+Td5tp8F z#G`qw*C@3+c{S08qX#whgSSKz1IVIt;y-XP>(B~vMUX>#SnVu=v5va6HPC7S{WPtRDCY02JS<%00i>w_e%G>&c!wWyjwofrl3h? zoo@X}dH6vXK=>ShxB;c;vt;wzkIF|EUxx6}bok0kzIITi&$;|zrffnxK%Z1bcKcA3 zUI6doRrsl3zfF0w|GHA(x}F?Np+?dg2eR7Zx`*McRIxd{Jep3kd0G@2bPYfRh2$89oa zlouNh3M6fN?Xcs&j1sXmCt;7WcUip`)gia`l+qIs{{)pe0cb`49hECc6B#J7wI9(^ z`w$qv!i8w-Z5eOB+0EQ_VMKsSsX^NHQu78;8Elx~dd^xJdWLVH#l1Qr)~ShCrWs}y zI3fW1cy&Ck4g>&-a`dAc85)?=jbHI>x9ipD$k`q4FLW#7gj;RIhU!gYiV?v#KqMj4 z!NAfg!f)|`SFIQG&>S#py`bOVoQuCygiw#y(@g~kyheec-d~2T38|&L53)%gL2grr z8V1mu1|{i2_WKF4Z3A?(AE8fC>^Iv9igZ-NV?zRzYUKcjuyqy6ZcWdl{mFM7GW!AM zidWS#F6x%)`PJ0P>rWy-*0Qi<^VRy+V>LE?-3s*lY8F7IiDK>^#4oxHik{zA)=H=cfb;wu;GEQ=bp`nS7q?OXINP_CJhIB@s{$Xia zPP4XmS{^NFvR%5+)2_f#-^H>d6t zAHWAv+jp8~OX5l+B8sx0rmuxCW0Mi`!Im|%MCw~+AE4xx*i3L=8zA74?x zc(rjS?YPtcqJavs0L8wIR=8Oz55AuZCcz5vTQe5TEiQg5MMl6tk%1m6hv`jcIUp%A zXp;eo0Iq4Mg9ygAVuV$p?>0CcC;XY@BH$RPNtYLyl2@#6htl;i`NUG6hG_o$Sn&d& z)NiES>^X_)II4j{Ab1{mjF8w$>WK8=Tpi3g(+@y;cL2zIZG)Kg*fK%%0jrf;NP2Yi zUw`+m;3Jd`fw{bxS?`m-_Y>`9`Y|91`ol%<3QW;ReSwM@RZ49uajM0R-VF z-~InY`Tp@x2rd!)tSrpme&Kl8$&bje0hoRcu=jvUJGWXJ8Ja&O;w)i#Jc1ja0RUNZ zb?me*%hcjJ!Jnv}(0&4a`AVO;KfYS+iC)ZbXEM7}uyEJ;cdg-{ zLp}DS9)p*Cn`--1%zYzi;p@9E>-sCn5J3st?P= zJYh!Ky<(*#bw(C0f6O&v(@UBlonf>klzJ6Ab4O zWD=wkk-6ayU!QR9WoP3BP(bDzp{ViC^UL+R!!}EVpyI+*x z*S72IX~(}-Zv<5bp26No|2E9y@7y?nJZYqh>7Bf4Km~nQ2wVV{GRkIP(mXxzfN<+uLcSfZ-c?2yz>|QADWH{ zA8a&{-bs}=80<00TiF#*N7?ha{eS$F4Q?dTY7$R)!pW|~J*AI3ud7uQ6w=uLXhiUD zbCnB}h6nv*=p)jn80Q`s`o9*I{C-Dp<#-*kIcMpF1RwPkk^ z|4d^rgwmnU?VpW5Ven+VwFU9q8aVEK0Ta0n*B$B7|8JoYlm`ox9oLwy^5%z)AbZ^l zJrRFlBGNWbqp zNIZT6Rg^CcY+``sA1WO0D}JDKdZLSVloMoDAgd6(!F9TzB~qJ;TUXMdT0RP+ zy5_tbjm>IsS#OXfpUV{VMfg?=7^Dt`qaS(>ag6JKH%Q zaEf>Y8kBgw^)S8TuM zJW+GQsUqZv!;jp(Y@9PUsf6qmjOiu=^;g^WCRA5c(A;`y#V z@a-bnquKWL<`c)O8IIoA{~W@Y^}=7I`V~RnCZdlA@8VJos0egZf)@kAV<|)SfJY_1 zzG^A1@LKffZ(#*j(2*m|13X9XmKMi&N>O&SjX+yb%6=uikMt+LgL=gl_YSWpcl0Cm z!l}gCcU&3fBy3?_{r55TqkVtnP?9aNiPC*}h)U6TZ({jNaFBUg?SMFQ?&dB1Iz-c? z@QhJxu)<}a4l--FCifiYKe;TFv3&W1q(c2eQhOHWJ0fYnjixe6neYhA!@UF%2VU&sWuFO#rI97J5upV=nsX*A1--j=OIhie2B^A+z}At>fXQ-oLJ zSTX&+Be;S|U6@8dIY73!{k`Zkh6`b`0W;4QptRiNHG(`GTKf*Fg_#I-9%VVa<;0yH zSXmvhC07tjb4crJ=`U$r2TtBuci?q2Q(0b}9_~Apz)Ox4tVHuqhHR(o_s=Mz!B~)69RfiXL735e*cWF*y z_I+SR{*Kw>UPr9K!&XRyg2UYD>O#i>S#ZSuxL6OUA&pQGT!uxcYdwVEp}I&O$kA6V zE6V3R&*%~pq50&DxoO>0B?<&a9DXj%QPaD2b{8NALgkLU2m<00yMS=b8R9&>B>C*r zB(>2;>T0%@sy#;bCCDH_b{) z4S25dQSwRT_%{s`fYU~o2kH&Z+f_GQSe%Dgtj3e{P7*yod{9DeXTES*h9&vT+hA!sfa!(*PbPE`^#$)fl)L{p`EIC9r(nA%rH$b^=H z>?KS@KZzptx<_oHA#2B5?3CUcF1uQVhq>663;v^v$mA-nLd7i~=n({mS;*>Sx}3+A z8_F6a9_81nmp440gOT~bd{&-j81-Vgx{6V9I96z%>X|**%z?9Fv`wLOx(p}&*yUT1 zx&pVQ4=a@pA1+mQ^Syxxrd<$x!8NR#aSIXia)-R!DJ@2{9JJ+Cq^ziY@m2gphc`(} z{&(u5b6I^97M!2^lV?0@Q;UJkCbbP?JY%wfHEM{eZpGKkp|`va7>$|Z4JYkzpP%tn z-hSIq@ujG7bV!qVt2-?a3AvGauebTOx3ljXO0uczqK(DEgDovj<3|Mu^z9zGH1D|r zrE*xL!}J4HrX7b7#Z;9UbGA)9KeiIFNwvUf%K~P3>G> zeafsgE~fFlg~EEsk9JwTh>O*w0$Hq*+?|tMwEb&fXZuCd&}OS2;$b7BLXMZHb=;=o zu6&6TSy_G}+59~X?vz_}8nX127t@O5q}{OmJ6>|?t{qvSpYTpuR*QChBqd0%cZC?! zM(8QW2c{Qt*Og~EM2lxBuTdCztXm;$;`w?|>J4QGwVMhvu#%ya7vp_FQ4k8Lsnr;F zV>#u;(*M6W@)#)3ASk!2VCl>gpm!i6(tU9+>!tv2l{hNKW#$TlVy@?3(J9C{d(0>} zK4aEd`*Lhj-|CtBxjiCRAw6qUUhBAHC31OcG%Eb&M@e8He&!78o$uguY7UNMe)PJ? zB}>#oemH@P`qtMuRjhpUE1sVz+O7Lu^6l2;y5E{2D7#(7>#9|_RJg;(&~7OxMC_NF zt`;} za}tR>P4?!aj1dOie?Wo%H2shua9T!@4a~lbkpO)dR=k_JV?_|zLbpk?1tGiJq$%c7 zV&NXH{k(9-iyZ&W;ABT$X2RQ-6nfPKlme&}R$}f~_{i?7f)0I>hCZ->sRzC}^xrAQ zhZ#iu_zgLAh6p%vAE7=7WhFHkB$<_^(pC2Q{81>xHA(+fbrJkH)80L(r4R&IGwx*A z-)?^J;-s(DUzXzdqcc2!Ath=`iXuqQ^dmzD!jY;&95nW;8IxvvV;RMZV2JOoZQGWL#h_5Vlk@vgoN+L*8DMaowBq`Y8>o9z3|_zq3tohQax_F_PhlV7J*7f<_C@ z0_uftyf#ayCf@KLZuCCym(_nMA|A_h`#!ycH;i}bQ`COM2IF#taY7{`LGmuUPvxbW z%bUZ!s{^E7jxkn3P--bu4>)BidrnXVvd5(}-k=lX`RCJdFCYR>^Bwah6!I9U3cuw| zx#^?u&DD=N3+USFyVq#9p!AU=ui20u9{7~W6FBLT_{3&2S~muJ=SjIJS=jK9c3-h_ z_K*0i1m^|@+V!$Kc5N;tAmd@R4_hQd}qrjkPx9+wiz zmzXDki=3_0Rmk+=OA+^mR*RnUI6b7>(3k2L8WE7Pra3!Nodpbj%ljU@sgWd8_AOj_ zBvHgo@(w60ZKH`k5B0A!O?zvD<`ub8EjJ3NTnHC};le&S zVEDho6ySYo-de7UGf;(AVQp8JQAjP4D z_k!S&_ntB3#x3n_Qw$!a-psRpGJox8@QbBqT13{oXB0I41>(imG>S&|EyVQp-;~S}#TMUVxTnh&xjCD?F7P zTA82K>QN%{HlL%!H7|7R9)@~snhf_(4sjQJ*&G_~#d$MqGPD}L%4?}JU>C8;$+cSf z^*v=k`m6M3cbbUJQ6NFjHKvjOhyMXi;I^2!Zch+P_bR0t7;=|3U$23|vu|MeGU+5e z6DDgaco~z$M$*QS5>M*aYyw4iJCopk=?~VYzg7g-6iFXu0a}v^#X%>{ys8N2(=N~O zOk{l=)e_A9Cb^$P@yXt`0{Nno>*!pi#0%6^M2wtIltDBMkGM2HHkU0fr0V>%6rqR`W+O{Q&ySZCgk_kW6%Q;CQ9|z0D>z8 z+bhBg{Irx+R~c}Tq@`a%M_xp*P9^&SAYxqRd}nsn%=Ju|PoD%!#04#Z5`%=%V2;v|vMsS{T3+^RBejaG_H;G>xqZ*ikrjcAyR@~P{v{d;%eqh5zgUFR zMTDBcW7>nO4bvLZkT=QSyuNgf)uQW%%Qrxh?sSRqHN;Kx z=oxI1wtJtY*{>^rHoyf89>vDY=Q=e0^)^fiKt?7*@onBYIv~xCT79Ls_H-mE@iD3s zb@-;-*nE+v%zCmzU$32O8Z7?s8fRYHXrjC27@kW{(Tmj^;b;nHg*BKWyUqM9LmjaJ0@VN+nUc>xLc72!Ez#=opJfb@Wp!vMMk za$F5qVOD{dZKW^SA{WG|#(_^LEGJ=1MmTKHIE(d1S;zM_CKAH=Rom5Ao|Y+B4kBZc z`<|{HZFi)?`R^|#+jg=+!Nacp&xd)#ABIQQM2^c0E97v$a~MzY$eNZ?BeSZIn_nnlzgV$8Ei)T=@u|libH~Bb26tA_!iU zWVnBhTJSV}bTo?<&cLV!8OcoJA*o`;PCVKxD))B&dB{FaiTs+hb|fmtP!Pu&mfqSk zlJ!h^N6u?%F#PdjpDjJcN6I_*3gq{=+J+Z@Wf!JOTJ!La*NLp&FoDXsSs)_eM%%d% zkp8#*n*@C`D|k!=BypEjA*>I7Qt^_z=dg*|ZoDPSAe!f;L@p_ZFt_q+sq9{G;x*qW zk?8-0TJZiGH3#vg6@;b>v|e3KMc;|%P2d^g;@h<88W!?0=Lz%Vz>#zsRc^%KK!dzW zeRhi|rRQ7Y7QqpQ=dV>g{pc(V_TW|yQ+yN`>PXUMuqzd|Gm7r54L|yc`WaY}RdVAY z9uZRS13TK~$dd1ye7OtKJ=le%3=C<4KdT4lHokx(ZJn>tfm)Xd7CuMVg<9C+6N34d zCc|=q@ys{5#GL!l$eXGbpd6Q9B5@&%b}McwxeN|SQ>SduQ6rFbm!Wuq1K)qhIShhj zwK~pRs}gCAq9F<4vy9q(xI-HWVW3f>xciVoK$}CP(Z6uKZT7?d)!`^KuDGQN6>{-@ zyYeS$Z5?FDX+)HKs~QD8)Sf%<*J`L6MtrC{nJ=oO&&4IW9>kR0#*A5%M!dqO^T=p0 zxp$ggKIx`#zw<@@XAVPPWw)iadP`4O zzZ(>1O2CNX3F_o0RhkcBdD%djfVF>tWf%Haj!NAC))#NkTU4$%OSrD<(aB~Z>eLti z+gf3(LHIWtSqh^E^M!p}j~Ftt6Sgf#_RYfapN2q=@aJ z?w7`PqYXCX*Ppf3`oDv0sE%wRd+-3$F!Au=|dS{NUv+g1K zUhNBlF9vOAICH=O*6rxLjeo5!`dyqf{}A+|_lOfzlq>iCG7MQHb-{&mOFeS?;`(G+ zJ##C55XM%as8^`sB$@N-v>|Y}QmN$UKoYNH&TY*$4?WqU zYB)DFJ(3eKsp#+lV_k*o;Z2Yhc+Fz9e3@W=fXFERK+~%p+A#-vT~Kg;$LmetcE!Sn zG1>LR!SIi_aSCEagy^v7QlFAz#na{EJ`GfVF`xKB8?X8l)_c4Y1qqK3NiKadOm?74 zQ4gVsx^=Qa;f^8glsBw7M9dsYbTmAdKJM1;!h*5I*xIvrm}jrdX=GEnwooRzQ(*fn z)*_9R9@|*dA!2Q5|E-9_9PYJJo-}5xHPW5;*d*J*f%scbUT5wo61*6k?tie6hu%s0 z5oW)8t9k)rmB}KU7o{0)B6xD_lW-j?3eE>*Fd`hAEsXYg=M*)_Y-KCL&KB4U$%ZD? zkSFi{nnQuKGT2T>`rgH0U`s|OsGyZxx|nfMQXvK62;7o(wSBj>*X57VEE3s+B<)6K z-j7DS|)%G3{5tq^C}@SWM}r@UeEuEImqOW5;;4|crlhcn79 z<(9Fm+1;wsoNkl4C5$@hSt_Fw*i_)Dstbi6kO`M#V4sUger1R}B>l1Tn(KFKddDJE zv+F3OJl%aCw60jN${IT*7jji*jbg5)F%qdFD-&-c5m4gsZ>YMr6iHB!Rk{AcPSo9{ z)krQEjV(|_Th~?dLl7wyIY?GEZ6t3;@1-XTDh!`fnzh91Bp5%H+#&TFSc`TXa;^T$ zLW1eHI-33yBjOm0x?(CjUiRG&SdM_;5`vYo%eJ@_CICQyB9=3WC-V53C@G~co9a&) zY7ymUMIw)qo@Gah#ZDDsTafxyek`TEQ#CBl^dMumj5=k+^ONAUSfA)wb2qaT^h40! zcW&2|ibjP(GxVGG<0t!JkK&_H)+V?KzB*?~CXfk=fNV6@}H}wIX8h@62M;)JwM%+`bNnJ*+(d8E28q zdvG+_w?Zh>Tbz4IDG1Jnj9V(6FIjBQehj}mq!4LXN{oIw&k1Po>9N3v#wfksb~z^F zu~%a=dQ?v}&y+wRqWH-H!f_jQjTsB;PC)H^_I5xsn`LJm@K!_0$JWkeKXBco5KARM z5aBYHwb_}(Z9Rn^ZicD~dzgUD6S)lYv*G6fl27 zIrJp$kl&CfjJS#`cQ)RwSj3m%SE9#@eFHA&?DD$avClg#HB(6Du z`{(EY`m7^sRFw)iv zKF@xCeVHuN;{I!)HI^S?6kCuVUvrNc#-S(|a2;`Be!_ugmHXA1+2>}RCd@efVbx}7KA;tm3~sdr&0LD}dkrZV=kXzH z+)3iySpkX;8Ia#jOuK>t`EmO%236bZiQHWatE_*(7u4+$54a_3ZPgDlXn2o#SRs2z z6Wc66o)7P}BL69S0FcB?DpX0qjB@&I#XE$-N zoQmr+M{WEql2dK&K}tu$WqXqGYsZH6Y>AI1D~qAEwHCku4~W(GPG>I+Y0r|R61{D^ zNk{JZI}~a7L82>sLJ&a^w^Hwa9KSGdA*%u?kMUHFU$o*CaMGSve)=9@z-kG40%7QU zCfhk)&{L1`&%pyZ1@3wpyXCQm4X|I=pU{yZkm>9A!T$Wa^S@={0UGWyRnv7m*l)RD zdhYV>W0RaS73U6DaOf4=S&NAZQbcefLnpM@>bTnT-_LP`I>TvZqpmzGI2K(dKSxc3 zul4i|u~{+Qk5ytBPiF9R5&ry$D+D(~ZekrLgYn6j=;3~D+Qo# zr{6ms?fC^eecmYGnuaK^3>afAh!hcn?D-Vce~cLn$Qe$a=y7IM-?*Z+sR+=IC;l>Iy37B>yF-V9|pBX)5xS$4Dy2<^Z%m0~=#n&SC-6J+Nmd^EO~Y-PRdV z$4+4J|9raJZ7^JN{o-l5j0(LQ6a>%%`UNocaQ3fK9{Ym21jh z`dDXieUO0105(G(mWLY{ThafX0S&p4#Rn56ZMi(|ULK}2 zOdPk{dj}cQ7E0Uu+Ncwr6>Cqyu7l(3146RZ#-AGgSvbcMs~U-{gr6aCfR)xqd6 z_>{T?CwwCga~7^2AT&qX5u>|&a(i_f#Fq$P;T~rh@HpL@9V1!DrGA^8(<_+BmD{oe zSM63Eddm3%=oCC#MHh;uveKeiZWi95 z*5{s>=+j)3Fg?k-bzp!-9D4C@Kb}0eLJFxH!Fhg7P^=5=R`g;_*yhAj|1tn0%=sVv zbZYxvX)BfCItdIwuj<1hcxz@j(2p0$4el9`8+T8i;4ALZMS^g5J~D6!w!|u0|GuRg z6RhKP=}K)2|EB^zjuIg!a}3kwCciAonQoPWh>v3Ig=sG=1=VDO0%@lt>wGv_R!&08iP@>{x654lQr6wYv37T``DWf1=K}>ct}4Bx3zqDy znJj^cB06Ec?fc1UV^C^;WWU-vW@5&FR|Sc#DE+ZP z;j7$Oitl2Q!;W9d4r2EvC#o3cp5e?!IzCVctmBO7xVV`e&aXI3`I5b>{_tQJb7p?A zfW%@qY1c|#+g+}?G4NLmvykqqOvZg=r|ey$lvJCg*wn*F0kqCC&7v_EW0R@`VX?Ot zu&1YI1DEzq0&UGAzvJN=_waub3%-va9QN$JAfsqhV3v`*j(Ag6q4;NSN_Wg^b*IH4 z#3Zg>GW3sm^$z9Mk0n@3RJ%2RwJg$Y6LR0>cp3#omH!b~AB-yVOC(^QtYKp(ZG9!w zl@mi~IMkpXzLh|bP&^%o$s?=GP8%@ewu0l-GVhs%`a@@1aVpgu5`H~Fq0hd&Klm# zigA-M-RJ^ItN8^}nb_O>@|WZbW>l2gU_@Nrqs2wS_mxodqDra!KW6Tg$f4r$l-Wku zE=$MQU2Di+%qa6p_<6%Sa;`Z%^iGSrDS`-OcQQ#b6z zd{|EVoTYY^xysg)b2&U{Bpj-;=>bry96q6VMu>8M=$Z2P<+#3$rpcvh7pk_nl-Z@zHm7&_h3>6&p&hkH80li-@Gf=jJGS z<}#0{!bN?*%knAh>-1+Y>)vN(YPj!uaQw@$##uBnE>FQCiSmMuycUs7Bx!X-;=;X~ ztJ=EFo;*dboLJ zGZ@3n7%Ffhcy#Z_yjjUz1VObgqgAr`Y^g-B#m{*v@a-2Sf@gFeZUfuBm?jes9^_Ynv+6I_xRolk#eCxaH`BQTzm|wz?|Sib z$eK-}y;LkuQzdz0kYV1lpv$x~xuJ7}i+>EdhrryaUDHnvVvd`~XZz)FkC4*|IumGI zVOXCFLqf@%>tYqnm6{u*jpgeCVX`BzynWu;s9j6@jVSY;nH->W48Z}09O;4Ywlhxg#5ETV zCi20pvKbNAeKH32&~VG=QPYnRH?$Y3p9R9uH_V@u%ifCE?MBN zn`clOft9>B)y3zaUs!IRjbT8>neTsk@XTMk2y<7ngIcF|>C&72MmwU7kr!}ZY*`vO z^Q4uDry=pl>kx#>fz|sZE22VmU| z@|BR!fP;DX3dQ@3l~Wk z9@FFqrd&$ynSF9r1jhlopzNn>?N|U@k*(hnJb@3AP6U(T#&7;PRCAc;y{Q_O*Ti;J z8rHJ()p_(O9vu$?7#tt)^Yp?4A8*oKYk@Z)mxs1kf3N;MdF}ZcObB z8t5zm0NfMwyt8aRuWo^6&lQE!qyom)){tHR=Y@oL5=!Mo8gys> z^qGNFbGyLW(r-^u`{tIBgNJ4T-EKP4Ekeo7!c?O7PQUc&-f=b~B43e5c*{?Dx9-K5 zBvJRv#sT)1q}%ZGryva|m5u70R6S8-ToVvsh-86GYcx4l;9-+Rpc(wtP6JH11=0iq zNoYjsQg+Jd@Z@g4L|u=4_I-(Pli}`p8qSrfl7t2Ye92F_a+)s4b_xoW=n4Hc`*TtV z>GgGweZM(Zpkm+T>Avo$8m9LZDCG}`9=zUeS-`OoolkvRj`huZo3B~@31W%IT!)Si zVV$qM5;$j69kDSMU;oQ46m_k&fiU!qM8IgglM{IfP8i$GRm&-;e9FMO6OPv6JW`R~ z&<&b9qL#g#dz=rLiyj#PDl}VPQ(}J|F_SdutkXAjW zzk*k0#Kgw4SFwZ`uc)iVCz?i-nt1MwHpS#uT@)XTb|U*ZpFBB5(ckQ96O&S+79v0S zZvL`pzLH^o54j{yc}qTN`bCyadSxnj@JT}nL`&b^J2Xzxbn0YoI*LSmONJ^x(N4X@ zt3K9!4DIRb5MzR;xb9hWqNUmq{w`cOlSdv*__iY+=w+OoJsKk`QG;ZzzBKxz!D)wE zp3PZBzduW^nU3jZI}Gb0{h*8HwqlaYzSI&2gQ!o$wK8>#nyk-7h9B*;Nx^z!z)KfF z5r0DnQEY(TQ7{Vf1ofv(gNFGuA~8E62I55Q-GAunvcO0VR<%g+GmFZywItX5jD30| zF~lDQugg{XTPcSRW+XU`a+?k^J?SOGzu9$akG91bLsy; zE8?Hpm=lbPO^saW_esmlxXY|?XEK@bCftqtO3$=r*krWHB)CM%?mOay5yn*vZ?qQl z1h5#xf(c6-kq|LpS+UptIXVdl8JUDZX|Y^-1b6+++j4_+|M(7Gi5e&4$OKF1Q16iX z3mbKHDZDES-A|=-UlNmSP$y0hrU%ar`bN&^xg+ApB_=H~uPLI7Df1iVjy{E0*z9!L zT(O{h^Q{#TKWg@~O2H4f+CGK@=)B{p7#@^{h44~}q;(txYoLvoiRCl_<@9&imq)OJ z5S&K}+i8!_w0~^W99W+|G<$1rwtRYkCH8>-TLI%mdft`26!{I;y}s_si&Fu*qRIE4 zpelTbOCV%nTuW}mQW@NLNp=|4z?N#I&N$F=_oRKq(rG#nY$+YJw^M>&-=W5@_S5se zdFpJ(LBG;moEoa=kHD9A#A0tVW;O`i%fI1tv)Vsa>```GLm7?@x162n7sjJ%EdqEr z{AcPneELfobN7zg+2M*I?TKUVy(+H*eL~4n!hiR=IG&0my5b8D zsQ(yi*h+OtbsSB*T;z8@v6etFU3{xA;?1>MMcegvSGJs3Cf-;|ZayuD>J5UCQ-agUW|(d!%Y4IWa?pqG>dtW+5eZ=I+!+gb zLwVi$-Y6mC6868G06;js#Y8{dZbpBQ;PmLb%fj>z(ZdL>a1x^(AL^&-C44MLfboT9 zL1lj>f^pv8&Q+;2iBBtx?%Hx>14iC>C4L4eV}XjizM|^r@-K_F-fL$0P6V_pU*o3m z-84xH7G9h59<20u)ovbWhm3|^qO%erPSKn9b*kypf}%=&x~`k(FyrzVJ&9Hc8cMki zyD#Sy#X4-EYCD$L_*q2@(;!ndsb)Q||IRo|1R=evWUiRJxGUh2d88xkdsT}%<*sf+ zp)^5$*$gEW&o#SJO+^#);KvFJH#3&JjrCJytGzz)K72M274fP-{^En-SL~YbY&%mH z+**X*3?or0PvUCbOM?u(i$Aiz(JB!8pB-&{-!eZ+f=xeU-H~z{icUHW0U@%lT$Fz| z?>O>ZY=ijarq=JTknY=fb>1_(B;Pf+N*reAQp|Oy0_+ejn&}pNJXX&RzHAhx$Y$F~ z=A;fkVf1GSW5K#Q761NVD!ns##JQ{t(K2D5YbcpnXm8g4zR4zk05`pwbUHKFw8MRW zG7X&Z1@U$GS(QRTTP%}tO1u$ozvUU)O_>MI(T3e`R^hPRAVs)c=HU)tmp9))KFP%& zU?i54{ZcgDFYSzTHc=C_z(vIom%0X~<4hNhuA-Gka&2PlIUX=-E<33$ z1-v2cCv2@i9!$W&$rZ`*YG9X3DcB>GZ{V}4M_V2nUd-cJ?hzBRQu-J=?Y+de>r>EW zmt3$|`mD&Xm(AZiYA|6g)t}wgtiE_=B}W1E@t0*A{|@G>AN^&0LrF7GOMnGehg)!_ z80c3^`Ma7m(MgiVih=d&V-4hXDsA`Zs*mEbxJa;Xy`;_~3Fx%l1nJI!0R>S&LP|i8?hffvkw&^f z>F#FWuJI6_^Sj@B|M7$9?Ad$mwcdQ5=et zbjL+ZX@{~Si4O#gg&xpJgx^|}42xShnbM_28d4vpuRETkKm10C-D*Yz#hD0fs!doc z+vUx1ty8O1P4w2Yx+B8)Bot>IQt|GivhG%A@Ufv~?^c<6a^|xV2I{ydQ1}mNC8FQa$Qpu_5)6>R2K@b)~w@q)9=Q)Dg$#oVkqG zbz)GAqMAw;JlP@o;Wm}5NtMOn)Hf1o(7hTDI!R#!)Hs&C|8AVau_!|DE#g7=L#+*A zp?uX{#YQOnh6Qof%zTQ(a0X^er%YH$AIeWnQghPEzB(&2EAk^Z`PKRCscYnziqTPb zR?RE?(;_LjGAO>5yM>Z84%)gb`S0q)z2$kJA}tt5Cl~em1b7vPC;FZvn&;czwXb}>2xYZAY z_E)L@0O_9PzbC$4Mr`mX4K)7YDOj?2_x^9C)_c#6vhNHl`#_kj{`@1(Go&SJk>4w; z45bEPW)Hg(s6maueEB9K`c>-{yoUcAR~#Go1loXm2WSom!oN#YarHMneQ_Pw zaT@~&3NKmvoQ?`UiUNJ!xsTXxmx;}P>kS5apt9P?$pNsA(v4qDuM4A3li9$9cd2ra z=zF2S5}NWTc;P*m!v}d|+_rH3e{bb-0o!SCI5OT=RN`0FkgVi|HS}7y8N53hblkxd z-Ci3)eKrG@La+oqqy1WBnARN-M?T%bp#v-Fi2mh=<0OjyJU6_=VX>A?Bp+^yg^ zk1a*31+Cmd7ckL5fAB{|ylUs35>bewFb_@7hIY`~Q4$ z3XD94BBNJb{DWX33TP;QxVQSBC%XD;G+0LD;w~K6Ij$S}hR}wnHW;n#sNCD55$G_m2NqY6K)j_`Xz;d+2+Sy0YE) zFy94CUm%`H!e5(gL%Ci#()T0|zv6e2u%?G&OhT^x-`ZuNaH$xh4x*a#eF{Y<0wBsp z+K{!s?mrR5DFYL2StSiwT@x!U(zL~cz=6d}?v~os{h)vS0K(QsPsTAXz!vRPptnt8 z0_DHFXW-joy*up+wgroGJZiLVf2@pW`jn1@MaakiG~V&k?a8iAy&x5Qn$errnkIqg zUt++0jtscRkt+c=yp^>*)PKE!=bGLOXobATf#jENsGbP;43D2lOcx7>BM3*87_>fz z-7omO3{Z9d z-Uui9O8|Yo#*v#(wtBLXzfuvtRBx^!k_T?2wQ7_oqTXeQtJYvLsz`Yet@hp9`>8<&1Dbj} zT^Px%=8MZp9#{=;Fl-l_cgp6*#Ww;5BtRpE?Va(vxxS9jjtX6@_Y%&7o8}}jK{V>> zFSEANEF%E4C>gBv5ekClP+GxA-ygATZdX%246MLK+xY}`u+FdgT%ukTK^VYQN(Xjg z9McWoG&+dzxtOP)?5s=64l;B9iKlV&z+85Cv(iWief_bGGl&F-Y!jajSms2Ov-ff7 z@~9efMCV7UMd!1U|Er%~&jH^Y+ettH@1GrtqXITZcLs%#h1z0VY=7+D5!4To9ER{J zvB=#bt{(Y4ZyfxAo`cz@R132%4$nyZqR+Sy44xxe7m>BsWoW#$QbzM*I%!_Q_70;)EloKD{9E4dbQe{in; z9t;T9K7Q640R>x-n)jO$2KCoD_%Q@VO9L6Fb-OD(Zl@8Q^5(cW)fVbNmN9`^tsWz& zqRIKjq(`c1loSLqpvkfReb5YCfN{d?dY^sa1EGoN0LOx_mT()k$b)^TlF<6k0s-lb z8l#>%<^x7zaL?DEpNq(3m?`PN*256#`qyCSLU_<>(ax59?wg_L_%=lUAPnk%imF9% zsOE?I?(*Ep?%nxgE$ZZPc?EvA?Xe z7Qjq}0mO43B!+^&tO&btt!;^O{>w^qO7r%LbrxMya$9v;3MujE**dkw8==#drq zW2nT@VGeNuoqnyEk5L+pRMe5~*3zW>kIH>>UlWlg^k`MM)9S>8T^Mr|e!_E%7og>V zVbSP9=??c1s5$jRIrf=|U<35$Y9wB$JCnCy`!iW@X-?T20E~A^Owg1|qw2Gq6Zs3< ztVi;w;1zX+0n$iZr!4~1=DLTu+-ET8_hl9A2dJQ0vbR&)tcL|CaTV7O#N4Ee52HMJ zUT&EXw1EM{9<}qCB4U{-?*@QcXWtXYwmQBVWiY;j>(g_AM$|it^TjDtvhdDvfY-0e z&8_{8-5yX>4Zrz1C>rO@`v65&i3{UQ)d&IvA1wACa?B-xUvGQk{Ayw~-se!uePUd< zfd9w38eQMmzgIN(ZsMah`~fz_B6PgE++5ASK}4pYopwO_sc;KK&~}qak|-3>?(~Lv z&bCV=i$V6{q~BrX*h`qlE3fpaXlNR`19tEyh97&sa;4R+d3rj1+zG};kS()r2s-C0 zz!;;sXn5NBX7?I!-lQaS1@Vxkjxu!{7>OkmeK-qlx{) z8>iar-m=h!g&7IlWYQplMW4!yXQj4wW4IYxcn1(6$?2;axFZ&)7$X+z3uXFAuz7bKYy28xPtVYZFfa zlO{M!+1SEn3f)a53Z>*J^Y2hCeXN>|ttMET>45&g`Lb4oOGoLxXKCkLv!)=xjE~Yt zmsscPHK}ENU>#1%Ov?DOZ{0Hz_4<6f&AI}d+GuXOb{S$}ih!W&*_5kord+7(MaU0w zRlw}H^2{o?Esv9m$z&2f(7Ypz1S0!yVRU7;SW@eQ5?D?64i>u2xZH}GjP>7b_s*ob zem{y?46w7DebAy{4H4Kp;g1@u;Es-nxtEO5b&U@{Ga(*n_x*>Ryb?|m6X@fJh~L-z z6Yh@dlgI6a9z{hH(-O&bgxeV*UmbJ79r6T6uLc$!A5#5$)m^&d`(8e z?`YDgh2M|4>Kdc3od!9}RXRRsx2IHKTlW#xOlS25$exuwH(+~$0GH+UE&7A+wK=LJ zwx9GWCim_iVt8fZ);tz5C5pjbiEl6A1JEv=$BgP>;lER})Adg)3+0?Bc`ehJuH`VJ zWogZVY9omNchkUJDZM)yfG1ztsUpm&c1+Gya4x>3Z76Jb7ni|7kJ=$ zvs4dTuGq*e@>CO6`~hcEMWP;5;kFfb4b>2IV~6S(b9E1PDgTK!v?Z5fWE1U7YClWE zYoKdo%6^8mD;|=JEjH_h+LqWlo?sF@x@eXlq|9ESlX8&4{)o$<1=YT5BNyZQ?a0m_ z60&bbrjYsYtZVh}o_TDejHa|_{U}8FvB6gwT5xL?9=0B$u<>4mt$NU{6B0WRx1vy? z*t{hjZSlYnl=}#`TF>>o>mEKjBS5GR^48OOw(57=)vRAJ{kEIg>xU}c4ZpM7{#YOh z+=CfcRKGQ=@zHypo~QG#DFx`8a6`5S_pe8@*B9aSBe`P1n`p-~qL!vA?_(OC*4C$C z$Es{J4BOuO+T8M#&2E-4qQTDxL{ea5V-&X&pD!m|&ruM4rH{REMc6>d?B+#eQh*1H zJNdO(MMeds5ED(`2}lSfib2gfO#%h&a`|Hk`S)i+n0ubjNfC=NW=z54*rAb$mqVs# zh-^22DtF6fr5uTFw8`=WZD-rvgZi`vu@d-+T4ifLIFGWamcSRkIifT1{^KTZ(F-bQ zzmg*x$I3v^#6oJ7G`w|ZBOu0Aj&HmyyJc}m0ZnVfjpn6jSgsaCt!RwJy5wX(wo_BY zB4S7oXsm-Vb(qON+oBY3-k?A`=%?EG4+O!C^R&p=g&7{Q>%HQX{vh&iU_rc+{g#)wN5aqUFqgpMkXQy#V#LCaU00sX|2LRsa zZ^7c~@0s4-I4hXT@Hk|fC(f%neEVo?j^~M;7V3SJ%CFx7FtLs%vhoKjvJ*mZXbs=? zq*8G_1r7Gp+DvV8dB>YEi$Vh3q}pLj74)3RpEJdS$*d^{aEbCz-fk(UvT&%1rO--b zOTqHjmEE&?nVFCG94FtYrUhCM7=?YnXQu5N?Kw)Is1x`Wk;|{f&Mg9;99 z@+H_+>v=~+`8{n!L@8Q6CIILusV-kfraE~hCQy5pH$u5HkFk_R?QfVj=0Ly(q4j;X zVs&!lVhj0r6h$8pU<>dtB1?T;DZ{N9NssB21QMW2$rR2|b9prEg#_t%+i4@usK*I= zr~3zl1Rgd`#>o~ck^!4`rys~%onQK{5|g5fW`h9iCwFlm#zj~v2Liw`?q$d!EV7x= z5X2f4v*8G@qL1lWt_0{9kS2_{qP-Lg-2_8$BTsFWQG}@zDb?hN*&1!KSC3VeVm*lFr1YCiPp~1Jo(b<3yCM^CoC>_nRl+&GcyzlzfkTDr$HV2|!xJj6fj+VdMdQL~cIvj@ zR+BEy>)s3A5y;J2s*&#u?XoIHPfOY?oy(N(2Y#qJ{jAffV&mtTsSG9G=Pgqm;W=8t zKCa=j)k*s}s%Y2nL8nClksvrVw^%-l(a=0xAfugp&BwHpj+}b(;5Yuyy-NHHZ`@-g z#Ynn3h*2<%dU0tbDplTU|0ToPSo=Xd=7&PQPgR@ClZJztht)^nG)hU3&Xsqc+F<>b zTeQ11lZAu3>t&1KMYErt;?Z<=@Tz4^auB>X8s>O8tXEg6_sRXRpx0I%ZO3`$V+D;} zM=A}g6sp7!k@e9F{mIH)Ut~gE-TU)_azx||QyL(sIrZGBJ98H1uHrNOb+BOYZgxLu zw<>4!V@mBL3MFS&5oHkEgihzM-oG%Rnuz2tx`#9$0&5=v*dl-sV^Vhm^HL24JqB0} zVX=;&JA#Q0Dt^69Mlh=3$*s{kve5O(CmlA2s!{lD*kh>(lgVeJt@@Z_VI5;7Jze-oS3F?AMH~IKoqs4i8%*B?~(Qa&n{Mr;z zey(J}+TG%KyBUqD*%B;|FUqL=K=83S$@hUnz2B*Gu-o)mX2db*a^5>o+8LdYUe91b zfpF^S=S&2iHabqL6iE88o937LxN$uiLVTYvk(1epX^rsD3nnaVm{)T%jE1x&f;~q%j2aLL8A;* zY!K8}uH*QgonWp0EtY>oKb+*{mZt5=g)YU!ehy~9ehpN&?}*2jCKRMdxy=O&XqksW&Gw&+d$ z@>Rajoq^-MeQXU5|6Q}Pbt9HQKE(KJpKD{NyPSIIUU_TPi)3v*`1#yM#EaYZ!y)|4 zbBbQ&lvU1t3kbfS-=>4*cOPWL^TXsV$j|rkbEFFGZ2z6PP|tQeg&a>Hjuwt$wu>XL z`-=>Tnt=Eyoh@bj*9CqbWQkB5P`<)>TXI1r04dP}7L`cf#o4>Yg;JU_LI8QuDjh%h zbywhED)6^`K82d~?F4Jr7sie?FSI_%sA7ANG5U*u_WrR z(qEQs{5VWCUM6b4$MZxXHONwj9S z)0Nm&9uiDLc_xg$9*N-D=vFWiY{XF0?VdIalRFZg{N>kqDjls*d|e-!yc3k}t}+nB zCLli1o^0jZpU`u_#_yLcDnO(WFwBm)owUPcsXxYnc1_*M5H5TQhbRhtkceJ zbB9+X?KS6gK6=ycK)gADi&H>lr`ArFPQVd4K}OD#0jEPzKrig9tLPXI`HNFH74;{y z*||g4mGDd5UFWKUic4QCZAnCg`F+0+taVzF>Out@B(F)+t{SgLjR)ImFcwsO-v z^R@Wtq0Ud}je#V}lI7B0UfD`tkF^{|cFvBPgg`dZVwY+4GS1EYa9Kav0v!k7L@K{% z=&1}F=+xAB0c>h|VP9s>BY}fmtI_COPiZ;+JI)X%pJ%nZo<#b}^a49~M_)tGPqqcf zKgjZs(kP?8(6O-!#y3j;QK)ssYPSHSkzpcqUj_i~G?E>3MQQOorqtle1+Dx;sQw9jgfabqVq)gwsRENw0y?L@P`J2u&3 zK;r%~jdDTYc;2^2*I2JG67I{Z`ka+b@e3m3+V54YG$Lv4>*el-tnfK#tsU$aZyx}F z$4%*II2hnPn0msFtKEb}+O(Klnu(G2se?ZGy`$598*FKRY4i4U5j*$x52I3t9{`mc z`e6p;y{24_Wz`MdUQIl7{(>8uB)Ld>U*|-ZyGbrJTXA3)R8lCMUj2u4IlXcwL<~a; zydqiG>qAGrTWS7P3~1WAacIssuT2;np`MWQ0RUE>yP|r9RxmB0*ol4eT*yUpE}A$% zXq!aLcgdBibnoQv?q8K*Ag7KX!ao>IG0Ph*sZs=pIJqW~gWyj7!@Vy44|DH*Z|FGg z9S#Qnz++x1Mx|Kb=63mYTsJbS0{gvaN@>6o?_e)z>Q-?kP(F-=?eHW%UTAXqm#IJ) zd%yT`5;6sUCPgbxB+72u9{FG}2id?Ne}P5pv-W`-eCD4L^eXh(*UU>OiahjkigaZZ z?AN4!TIYDJ29R%^mMKS~opjLS2npOft#J!kqL*llE!*{-@6y+vQ`sFBpbRrrP4x2w zi1(BZeiiFRft?vFGX>3?E7Bk#*YPw9fKe-3_#g9-SWT~**HU;qucF=%ly6^hHlI;H znpw3c=^$gNv#*XmMzu?2r!Vd%2~1 z9R8Apm!_{pxDpYx!m*K)9{a+P>MTDBeCtUNn;oVsb-$zaopL|P@-Jhqb8KJS>eA(r z!zGVIx5+a4jm*=J41uwGm1_Y#h6Tgy$$VR0i(&nWEUnWoBf}yIWA0y6u`-Q`SETjS z-on;GMvt>bXKs-jOojZObo&gkKdexHui1p~B3mKK7d)F=sRbiC7x zbWr0s^KJ@wK95Y7#+(Q20M(GMO!+|nS!d;$_!)VDezTtXcv@tz%c?akuMUl!OlsoU zY@2`F(wNQgi*&3gw=Yr`#5+ zJS7L9>1ZlQO4F&$(b%uw`*qWkZ+?|@mHxlf`jGA=Mrn1E;DGcM=RwEinkzn-ik_{9 zkh?ZBpas8tE>4XmB3#dm2=jB-lJfaAB1eRsfJxvnbhuqPofKtT!2FaRqop(|X1&Aq zn7?u~&swbw>%_dgnPY>)^M%K;e);Zx?rtQ<{&;Ej`(=*7RcR@uYGXRIW5cyF`OFmr z?qX=C;8bRH-Sh`#8$nIm%3hlJz)lvj-sP6My*_+~HX zH0!z4v>KbBF1vaOq({AXsN9*Yqj2V)TdEf`9_X<;!6M39w+WL(deOcWj~P`+akdXB zly*BF^V)Y*2*F}6WUd%)*{c#7$8w;|HV=eK75B4Jg7$&nhhVJv#4OCx6iig;3wX0} z#58*Ivi%?hYTvcj{wYbr7b_3NL2Hv%ZOuMr)*wqOIhFw}uaDEu`z2yC#|y{YJ*Iho z`Mi9JqZd(H?{t`7|JJb5RG`1hdS@M~CMyy(TArP2$lGrr)0_XEQlX6kQ&o;DWq)wj zz9>-o`Inc|qPpoNZW?P1Zt;1^ll5iHZi}eRGWf|idRDR}K;pc(y2HKlS4iJs;>H`^;uKCd$Atw2OVN7?ZrOZjkh*~L_f(>F|od-5^b!k7U-yQZmmu2K%Fydt4E#i=zlLeUP1o@b51-25fXF8kO1l zOUdQZ-)$>BWj4Nbod$nWvY3?T_5x+DQG~82nnX;h%V;ylWM=4c-@3~2EKZo}{a~Iv zQd$oEM`8mRsrqVl`pbj+%BJ!p#KezLOgK%NAH5@j2~vfCGz>*4yzH_x5{?1D2O1T| zF`%n)B@6?U;1(Frme~hdwdoh?3&GFZ{oE4_nNts%_>m?s?tO9D9*puYni!K5_;J*6 zMi#j~;hOjP=t)HK46_#xonv~Sbt@_T)2U#H@BI$6?3ZNnCLQ+L7f( zBiXz+G=LtVAt5Xp{{Z2J{!wTelCFaj+Og8)%BXW*%Tu+txc=VPj`ups$XC{l?h!jj zKlo8UzTY&;&z`kDtz0+BjO__2;ylIbQb9E4(B=QWWxc(2|FF3A{?@NkLg(_GC6_3z zG9Mqo{}!qc5YfQi5H@trB{Lr~JKP67GZZRL&ccggH@fJ%dMyH*f~{TibOtmxk8PED zL`|$D<1`ZSFR0wy@s#wb+5V+aCT*uDEl#@#E7bv-WodYLzl~Y|&E{bH*hm3}P4gHj zAfU4WA>Ikw#GbXE71P`bNfnEN)U72zaJ)^G2bGEScS*@!W!BQ3M%+70{2J;Tgtnt} zc=7d|JK>waBW{(Zk#CiDsY?X3HvY!Z8qoQ>`TB;jAxTR6qXNw}fZTOrHg3DPO1j~Nqq7(e zdI`n5iQ}K0h}x`nvR4SKt#kJm`77V(Rt>4F7(@jDC#pCW2 z$-@8gR%p*`hF}46@>cJP zv;P>AQ|Q2{k>`BK;5RAMz>Y_~?%3s8KCjkPhH;!SEt}zew9SxSh+CySl{!xhc3d1M zjwieTG#STw=kl%5!UakIOL9B&CjAx2;*}m~e7QWI+scc;4yJA{=&}A z^mikdC&6C<6KDl#T4WR}f;=g;bTE6_Fjc99l$PdcXL5_yuIJgFymKpJgyr{IIPu`# zuIHYL4(dpW6Y-gtOXVkf&}{IYPY9GCCxBh`us0;(kgap=N_k5Kcn|HLElhQQ6s(Em zU~cfTu*+_PQa^^tP4_vl$FI~9v&zP8ns|4;xizGj7f4~QtB=eS&0wqV@=4?XIjPY9N;Rd|b1E_YG)Mt*v;pbUZd07_$F*m}{4R``vG;pC)6y9514CS8jDm zTNBeqTcn?p8Wtit6+)vI4x>b4j&y%(1P^eY1>58R?-0ra+S4grRIp2o5s2%MasI$B zN0!DP0ITh-rDB|#SdBc_$H)R3M3F&Gufo~Zo@BZqutZUi z-Nc?+9c|4!PnjYq3-S#IR{PicTN7Q9UDT+x#f!I<0G{ApFs7=y0ZIdsZoeuR-~zG|z&o%Sl7bR!vp9d)DnD zd;hG_KJBSpzhjzg3#_x#*-SVA!*6;Z-VCqUXc&23QZaZl$Qj0d2&HGG)QHbX0Gp=U z0@FrHGB}EqiQ^iladsf_k+aN$Hb7o&eXo+1G0E%kdCcY8i*h0K>E_^&<+yGwfBOxgqy3?@TmAp|DZY<_n7DyWL3}dHz+ahx7L_cdbjN~v3$BTWndZKo}OmZug zv@^7ZJ~2@%Nc_FwbImlsMc{VSHT4A*HX}Y8pTh&e$0W<^W#@#7$<66qa@IUfk+eWc zI=Ab={*a>aLi6suVty>AZm6h!HKZDpMKg_EUpLY72>G_6CwqyRW}K~6?wlY=s?;H` zww2Y$!gW-SoJ}O5o9Z{9IYjQVjL08m=-X^O;TdNOwhG7?BSj$AFz0B&`s{OWqP$b$+ zG5tx^An3_Dl2j*BmQ=Y9olbNr+qLXeCkD~!++6k#KGbX}8*R?^Un)*_(Ni+$@Y5Qu zY=brZ7%0;_?0@J#v*yLX!CNrML8or5y6h!FfcK3;LRKXGWXIQ_t$mA!a5^hGOq2+Wvyq04s|MJ>tu62%b(E z>z_S;l1NrxUpv{DGCSNJncj=ywv^{GO;N6IL?mi3lOwW2fIfiBGe3wH^}7HiqN9ia zI=z9VyJ7$BVU3#am2I>a;3{uH1eBeg8xJQk!j{)HndNhbtkHRYs4r$(YjUdTc@`zxb+jU>6vFo>&QhXyY!p)d%YoQN7-jw41g#tFoQ5qqyBK8 zarAy(IXq0*e5E4ha*l@%UApFGZ}a&pRVOA*@-`11zrj%r zCNzY(&!XsR_wom3@+3Po@91b76DAzRLduW^-yZFId1xf%L&+5!n%> zW(1FLi%rT++9 z;@A>zMaOx=2X*cf>2Fhg>v?Qf>t+ubKQ7(##~e*pEqhgaDl{5f6i@#qu{e8D!8C&$ zMtBI%vTNOzMMWytSC6%4HVVr=GeyeIT(Zh6(Z`p}Hm8Gf`K7l0w09I9tCSm!Kz z-#F&S-o?pJ?LP>SXEvOY{kdu~nu{vX=jjm3ef$cGqM$ZnGMNJ6$D1gw=Na`h zbG z*QZH|J)%abj2IT5E!JyJyGY`VTX~Avii@k1A+!k{?d}u%eCu43Z1`MVyyA>+9jiiK z*B4N$k`R#Gck9~ZFGa{lCK+S=WsW(lS;%T@5x20ZlJ#`MFtsD89J_$wh^w;8Ek=kL ze?J2O)s#juRd;aG3dF^D7DSQc{LpOMofd04)p>yqhh zf*S9v-Uk0nTlUOE)X~KE?IkZ_IGH;8&}u#^WtSOqs{W)m?R););2p$COsXW1l>A|G zZ&Hf%q1m+GoE4oiMnu^}=coCA+~Pf6uJn0&X;hU!_357tbd2VTT3(T*s;^^7aNE1& zr4$lKc3(EdcLg5msq69Ck}h?n6hquchr&0PPrrSCC0#x8Tm%T?Y`vW1y}zAbp3|<; zA`zri*R?AdF=Dm!(*{0&pKQ8d^s*-d-sh=4?b zqa!+fsW~=<2SujOU02(+?6Rz)UzIVDll%|?>Jkxreydh#K-$tnNze<~W&N{Og^Qk> z*V&w`JUinj9_iW1;o*n<^b#$k-+tctlx?|O?~iBxNa2k0;SrZ=>30l2vHgDcjSffh zZiQSz+HuBJ`UT-LOce(~p`aTNY*hI5JRGcFB8poM4=kH5KXsKSnqwT@{yMM)v92Dp zS50FTUZAula3=KRb4{bQ5`o1yuwz-1y0b#Y1;|lm%&9_VUE1p=;$R<(tM%$A^Z1u0 zO?eM%zL(W)o7~p~<@N1#$Pf0rWpZR_c>q}fgK`4WfOdZ!Y~* z{T^jehbER969r=oogyMr!v+qz9F+VxJJ$#McYpaSqIS8^aWoC@8=dkf$zljlgInF& zrkaE>=f-g3PUH%P{CPg4QxKs;>;8_={S@mTAUu;AA(IR!J;ly`wu1ZqvP|Y71=48# zC*%&-pttabbQK<|E{*Oi((hJR=s<+-H=vnd>Vc{Q6ak+&p75@{irT}rt=2uZNdIba zswp_p<=_Gk1cG93XH*Mh9ExGvsIju0K@=*NsF;C^9KH)>tH109DM!Qzz;!ig1(M zq}|_JxR#I2AIqZM+DHQ{JJFZIc$sHOpb!S>)0E~C6qVo8U($Z~8sQaHjEmm|luiwV zF+vT6Zmv%DF{(BEEY`UNRIze3E6Qy8w?K~qq5d*6ZVN-R$hu$K1vAhr}YyNA|{$ca}zTs=F=sO3A3BDZQ z^Mdv0?XjT@lAE_+(~D{(HhQN-+DtpX8~0xT(g6C$Oq0ZmR0J$Ny5L6MrL?BEHHJ!` zlf-GBT@l&A-s7J+A2mFUAv)Jf5L7|Jt}tY_N>sT@`TXJ z?{eAPSUBj{Kv3xOERy8zMQFn!iWH251MwKf6WI~H67cm?2MPTHh0%u=qpD{6Q!&c8 z{YlULa&(O1pAW7H!x#1i>QaAWulniB@~__@C-R%QmMN21BiP8u;s{W0LKk=Ih!tLi zyNaRDdcb)mk3WG>cH?zUkpVu`REQtm#S?-GI6CJI!7rAJ`MMSHFE7)91UT@mOZGas zaD6`N(UIs!?Mj#%ro$g0RRaS=a)(5(2k0opV59uY8f}Dmb0K`rSn}>GS8EMeLUJ`~ z)&*p+DDTU6b9>V?d~R zFxR8svhM6Lxq}HFH}Iq1`PG0_auL~v;#DjI|49r!>LJv2KJ()F1-sE@Bx6MoguC0> zk^kWa8O)$y;XnB?Fiucpsh+A!Ym&8c?P34Gjfbjf7kuuEPuF+D*>8{YN-mE(l>s$4 z>8RJN&+nrCB~qRdmqvw4iBX!U>uSv7tJeOXY{CGp#8ik;dT~VrBt1fw8-fx6Egzl^ zXIG!x`*=a{5+nkgiNr3J>GNOwV@bT=BeW<@gZM8iY!G?_QtyJpAH8XzINnp~cv9!W zzr-d`53ujfH{t%wthx5<(ro)5b_TQ}f2cnf77Jv5U<+ctXOq8zO&^E?ET9g%VY~%b zwa_24io$>U{GO*|3=$d8T$ROIDxYw5ew;ej;JtXFdX_&7!5_R=yQ5y~Pb2`wuH@)) zo_iv&?~S-PO&cy4B>%j(dP-pEHvBb{-d|i!5CJa5?H%44^3RDOP7!=+>3^{yOD{I0 z5m!O-=c{jo@1G6$IBk#Tw-+vvN;q*yVum%E6x05Ai9Z|h;tvmT0Mwq0!En1&Ek#N7wnS+B?z!J)Dec9`jSi;(0TPJ@ zQgV{=%*o1Z7=Ap{t!F=bdPiwG;&<()+N5RFsPPQdj*bS3~AP+?~BMTBXnxix>^2~SC`QoTL$5|F`r^S@6$j1R(m$GRe=;u83bF9Lek0QBBe zQOQ&W9W`z;Fmg$4+2I+lE|Im!JUR{37_Yx1Z2gl{d&|SEeR!{M`lTJ5!s{Mo0IynO zn}YB*)6ZXpxVLfdlk-^u6;=ujWTVGI)Hc6T9?rIsa7fCCdYrkqAG;YlFA^RepZcfd z=jYdb0uIywAmWkT@ystS`sd6*1>t;B1=C2|%aRl10XVe#w2YdljyWHllG|Gbts$qEFXtc0STG}-EurE=+N#yQKHqqEa<=(lhdf)ETy{wP&ZH844`Uu%n zm}9k2eH7|We!}whX$QWb;jlccLNBaX>qa(z2rPY~jQ5*63eJHjmA++mfvs|;ZX~j& zTg8YPlmX2{<=?kij|XmZWA4MPtJ`EW!1pe&orKwq_UIq)ei6&s=IE?bPD_b5-FJ!q z&C3VL@i1R9HFBHtI2_+wm)2G<9(Vkta%IF*A(uaW z4++WyHojoOv+tMGjXx*x3tThxrJT+cVU?vF4yIW>S$~Vgonf7O51~Qi>_@?asI@o& ztBMtd;X6-Nk98|Qy#t{OH1CsKdQ%`~kdxb|aCDR+I6~dkiG=jRSO3{`Q!(`wH#PXG z5~}`McVbpRj!P`pmU!F2!Y5)X)ZKvo;q$F8OzX?IxVWs3gL>(aAP*EK)n-cuODzfH zy6kbGg7};YeN@<13?K4gM(>BL@>%SqlE!MSvUnlu!e#2{Ut3INF09ud8(WV6)ES8p z-ki&-!yotVLjx>9D&)rQE|GzZfFc&th!v&@)*bBW>*xp2`pqn)%oj`%?FSZB6J^e& ztrKCnPP-~pIB$T-ME|O3EOVERMH+R9Oa;n&HH`pTk1HW<%ZO}d5H#ZU7==>9-R8>o zO!>ksAF03>{ejNoJnX%Jx~dYBqbMVCK3Q*yI49lj%zyL9&{&c9CYMnS5Dhc_1Ey40gisw0j{fYnsNDWb;ITEZj#Z?}RI zh!jI-(Iv4V!~)qOxg5+p<&RW`i0&@E^>i@zQ`rQz_;i)7T%cTpbebNsHJR&oXCBEe z9AYtO@EZHD?aAyjk2~*$4Q5ccRO=i5_%c(Sj)=y_RHSzy^MmaW)*8u|Ztn@!jpP z`PAQ1-u4e=6vqJmk_)aIb3&*?IG(gHA4$?)+3YdAsdZN{INP0)B=4_26e@`Pt_fhM zGN#WqvGEvL4Se$pVrq)l*`@p^A)2Z~A}A#ftIO8;G_GU9@upL(1oQ4>1f^gXx+6z?}rD@N&>?7OUe9$Opx08 z#(wDzu^F~AN{)*v?PEC>dLfaa!*^`rx>DngwokQIhSyzo{bvg><Mtt$GBOTgPV5qWD)yTcZt6SWli?}M(1tAPyV$D}HqKPDkB zaOlYKHz2b~?V+pprpUibM00>NcDu;bHz@2$#-pG8wC=J%gcB*IG!cu31r!0>q=FU zg(O))5n(tn7E7^uI?UGep}ODlNtuS^B;x6aR=8a`k2m7DzPCCeU?bJv-RZc&VaaT!`W3P>V%Ik!#O=9+! z&no9dZ3ZaQu=0+KF`B)|51sBuGiq*8Px&&Z;8inAO8&s^^gv!xNv2XXYYK~e=;zol z6{_h(MDa~pM&{iG&m66dgpZHZ(~KEHuG6vIqo$X1pbBu6#)l1CSmcMZ1<}sf%<9qQ z44E#Ki(?UqEUfskOa``%a@g$@J?t~oU3A0jSt`&bBzk1Vm z;ab+UEN47hgPz#Ygc=-_t|NVSk#OSVWhC_9Ec(d$Cp( z!*xQ6zvJ^hbBNdL?v!hN0@HaiZQ{Cou)Q_%i?;fR(XED)U%wtZfCWUl&veJc@N- zx4&qtP3&+rz205kvWjq}uWu^T`Cy;AxcyvveW?)3T;s{AST8U4(Qf)^j}Xm~_?cET zk5dethRIn>xpCW1)0Cvbul>ydonnvf+J`d4JCx3(btyMce@33j7I>+dd_M-_upx82 z;uWr&8cTDwP~4Nms-@te{eQ#MBQ-2dEDK{!F@pmX2PwTGO3VZf`OD&!pVCyPV};0Y zwSKAW22@{`DE?gD0R(z1xZTiez(*I&Zd^mc3G~KX5*8M~;?J<;dbmzlM^7YQIWR^4 z$Wz&4;y~J1f0(^#TSSxOa}h3a#G8$V)dZqjO9!Vv3hXD}a=4XMFg4DR{+>JfA%B!s zx9c?==vZX8G_R{Q^JG%s{xhGk6dxwNKu?tk?!CB*$}>j~ySyBMGbYLRl%x6_-J~@O z9+^i2XMsO4X7+g?Q%W}91TBN5Khh_}yT=BqBVv8RAE&Je;kVy;?h0GzEy~@XwBlgv zCQG49&SyT%O!;PdbEr)3ME;FjXz*OG)8LW?n%Fm1U!R|@rjAiEHF^UwXJK^VKE=y{ zon}1bn4e)23`bSfP8*U<7Nn8;owtic^I~C+${YU1HC5}${gIeaGPQbhftvJZ<@0r^ zIcphJvNkXrjA-D+RT0tp9m&JJdih*m?BvRVIQT2gcci*SFW=HSvuKMC2drn#QbSipVkdG`Y9GzNJeDZ$H@F zii#Jof053{!4T^)Za``3SU15vQyJ$yvZS@_O>JEwOL}EXM3^_)tldx71w9*)a-~pDgnjQ{rD(`Uo z={~m1NbD3<`>Wp+MauAKw0Ev&>}O)F5R7B{^LV!2i)xpxCm`$_!VrDk+?q=Sd#(UQ zn^VhI5TcApE|T>>irq?xv5##Azho~KlU2z)tux?vICfn7Vr}O z!ddI$oUH@T=vJxC*>3`NTpRT}RJ(0L%yZa|hrb)w-DyBpkWehHPZi!1boTk~UFy+g za8c9c_In(RC-VM6(sRo$dT_iGiW0&|lDi&d+I;xF&xliqAPWMzUZ8G{nvA5#2S9E6f_h{IA6Z~g) zYe$(%Y8_WxD_G{~B?Bd&cnoA^>W7Sf(;k{1SD4pH#lo>s193n~Va>pfYhUJRd_;GM zLWTK2hmw-BXkPTGv47NF=6dyD*#~I{(YUWqgY8`655NA7YmER zah)VEg$+#eXw)j-$llMk9gqxM>Wx;!6Gh_-RM&oTPn3qoW8gJjUPu#x`^?mEJXXH# z?ALTtuclR0TiCJ?50-Joiyl=wy@7AY{7I?Bik<9)u|>)Y^$C~}!}UK0u;;#uWmEZ1 ztD?07ebc;?TJ?0K(k$&RiJ&9Q{>;^vjUsnx7_9=2T9mfgTNXW*R|N=VzsQsk)eN1< zOkmak7^{L!jvhQl+h?gM^_dWXjDIAnvIi^Yy?z4#J7L&^0!mQPtJoj$45!=6%dqPI zq3bHcs%pBn5^@L$Nu@DX%$k+=ih)0=usF|C+aHqoW8RosH}WvJ_z>U*GVjb3aK1UYm`$$4KV5*G(9x6d zG2+=OAWD3u^v)195~pIX>`OEGV%vP*ps>lY zst;>-n<~w5bNbTjbK2MV^AnhP?_Bak4V=O{h>C`bL*2!{o65ep`%RaBAF0n-aM6Fo zs=fgicbt4Cb1I;X6q_yId^0blBx__P2#tsR9ZF!>>Y|g3@pmw^x_Z80v8zgLBkTN? zfruC0QkLtSl|?XhXfOm@g4 zg5V)kZt~ZmC&^`bX&2IjcpnJDsW?_YZMU-G-H7n=dAh4%dPG6ff5_C64D)zDc9ObE zbUOtYuWg*HgJs0oc}vT>b>`sauZRlm0g2(>Ty{;F+WZdCh-X}udcb-=W5hbl6ToQq zn8>N0S>v(5oYTi&%pCVR;ugYtUPzFW{lKw60tNS(%*BNDVx=k!8bJqB0|KgM`X3&< zsr%De1z}^u*K2aVh7QQUV%>=Cu1Ptvcsq)(?m9M-uF5YGXZH|;IO0-=zdsc12B`xQRqr{+t_?&P1i|Q-0vf0eU71-_m*puXpq^^~_+^ihF zPv!b<9~Fwc&GRJiYb$&^G_u#a#9=wHJ>JcBs=DNN-4u(5ERWbl`S_SX53MH>=e%&3lCnpwCYcPse2b2tbod6f^DT~(j7hWtux6r*fyY!rae`aGJHO_r0rQe zuY_ONIq5OODuLU^A3E>#8=E7UR)Hy!tzV)aF=$v$ z_Tu1f2Xlsg9?x~SQ((y0L3aX9`fD*Y08(?1xWAx@#|_YsMvf17cfNlj$5i)iiFuC& zh9l}zobB1C5UqMCkqZ#4*uOZSpObz3p>rYtZBO7hZn9gcnrqn8 zIjyu+rpi?x+fH*NwF{=_WpGZz_NnI7su5NZV>p}9O8|C-V$Vv2dtA5j_GJy=BCDG? zSIa1cz)+jgJTkhlI(s-Gw_S;JI85KY;VOB~d689^Hg_{TR@X$*)kcGNyBG|HippA3 zmlWFw68=QH_V~1PFdL&>7%K(p`H7>$>)MO=PZU zCkSdfIeT1r$+k47D@b-4>IGGQV?!j~>G>D}o;qKOFrO>t8QSJ~nyC0O{=sInlM)Z_LD%)Y{g7Hx*RyHP$N4vxgGtHgj)Yi6Z?Zt4=k4FR>>c73~USn z+@voID{Td7y{kgSJbByMUQk!X4C{2p#4%R2&gg5&trta|Z!2Q1iscYlEu(e1EJGTCXG?yh*;41OPChD5XCE zsV;zggj8n;O9O>nx{-MgQ=rG?79QJAx5zKq4fTdvLTN>xD{IpKN4Nl~erDKQI1&>! z_eF`hDf+_VHq9D#?}U1sC6s{+VF|zYQ7*wxrA^j#r_{slp!42$Y{$BfPKcqGTj)4| zyxi@wr4kN|38N-WQucdW8so<}H5G(}(FtV+ zhaJ&l9dhz{m@=vDnx1GYW0`ZU+;zq6HdWwd7{pXI6_A&0QywC8>u(iQG9unZko^_shFF*%&FJ+n+GzenIivvn%u z`aZC$dJ)HGGI1uqjqRc78oBpDj0u~`Xlz1RUh`IUQkzH7COZlbLmP+Yn7EE&$lN`N zvK$t|IAiKC*tDsKT#F*}4NRPbH;8p8t4hhek`|Z55b))`z{V(P-V?1HoxDqD5u$}_ zMQj`G^m!|qUVgA_gx)XeB=Q#L=xLY&ErXf+=Q#-EXddoztfvwcr{_b^I%H4T|#aU$?v_AT@A3!!(CE1>*W6 zVfk=%p-H0kv>;qW$F6t=UZJa6iHD=g@>89h$#4ZmcK_6iDf3hEKnKYw_4%#ZvH;%A zUe-DMQA2{#NUY$6t>~jq<#VctHxZeLm1|$YfHuyp71epAYq4mM0>?OH)VU}gu zi<7tE$>|1loMkAjC71&^)gq4$~q z?eAdV687ZNgpM-7+iAIfr8!hDhanI1ArMBuqN|qE-ly+HZW;@?cnl)uNwZUZbM3iA zVTIPQr}TKSXdgoc-y7mo;o|MHOT6Ham|QYFA1VzM zeOc{%r)l^NoWw`wiM|||JL=qr<;@3ODy)59Nb*jhC3MroazejL+O+ND z>hi4i5{5tL^4z@|t#=vd)MG;vnNr{G{N_V6X+e;-iSp!=^4RFM}={Z!p<<1GonIwclpOxg1gbw_yYEbbK%IV`_(TGOPI##|g zmjs?5m6SAAJ_>O4SNeb16o6KdFl^Pa95s+E-TmVbHXw>ONXjiW^3}#hCg}1A?WKW= zMQuuG7Nlr-H{RX;0D+i^OCrS)#@L|UJK_F%rdrZ8tU@d{=Iza`Lc^C6-?qjzC6;pV ztjwNBm>y_G-RV8ijyZf(%-$vPP&G!}m-vDHccmb_7$YRcJJ_Me-?K&qNqHDsnGwRA z&2_U-+gI%`3i#v=jCh|~=|qUdMU(KJeOWu_n7oPretbf|yezRzj1l!W!LOG=J6;0m z9UF5TJ-&bACO2&n6?PI}NKt4V`v?(5GoYFuDcGt|;M)Q(A ze>fB1$tp;_(@>tAQK)&Ern9j0Ik8M40i}k|R>Sn-@hGRG&c%#F#nB|U4$qRp%*{VY z20}T$c!<}HHa@(cS6coE?(8(;6=*-!?0%T-xG|G}QTX!MVUsrk$5}u#*#oW8u_`&O zyRL|63DNH@11e9?7%p=On(2aP_NUhE0rG~are#cxz0L2q8G{?DU65SF5KMIgFUI4)UaE%2??iMt&;JJ|>Q)C?T0@wsvWoTc@*1{Q z8d785p|E#aln`6oEvuw*C++E-STG}bzHa@sUukixnv!zY<8-F2W_#nU0(Zs4;>Pm& z`iFeUlZ!P}G~W;aeVZ?=<}`pLb53^b{!`OOLY$shJ^YYJY6z*RND#>Ivg-2oJpaf< zYBV9&YJ=j*ykK+19?(zjA29PT6yASWMV7eotieWzvDwDV1olJb+Y{I1yt$)uYNcXg z7}Z1!1K%9CRn9z`%tXOBxdt&UdCoZqV?5D0h>ar@xPHFeykjiYtYYY1nu`Na=i=Pc zxmU7cA7vkf-j3aopYQjxx3J%+A4?1wz-@Cc+I;p{#h*DdK1i^H{0XRfU7AL0w-|cI z+Xhr(JN2aF{diCG!JO6)p}s<#C<2O(PfMv(JbVJDS^nO`bvSS6fLtxgMfWQd0dkmD zZ|D>EzCt@(7?`M;Yq`>(X{&A);c@H%2^VwY){(4(1|NMaC$+G__v-#$;g#nw09Qx# zL<@Q$?ZbS?r+4qDahwySC^RBXPhuIr@NDjZMP_b~>ilj=RayJ8y?7=4G!0}X;bybW zY^pRVq`_HXMFJZ~kx~1^I{k?;y)$EdA668z z#Abd@jD#-@Xt2!9`e<;w-zt)Vu!1+1u=e60#kQQNlh0%u@EB_;kWD_ z%0KAoB&(@1GnFEoqHQai8-1i(vg%>$fyUuDdXpFvH&RnkBIN*{I!c1wh?&aa6>c{n z&v2l4e=&zTjktd&!PgHR_>OOz_NRFFQmbv2gnbs-A6me`k@`h*|IJ=-=y=tj_QsPn z8UBxVdkDrSRXt}Rwr`uUD+*3+_3QN|h_zkxatV`q8}LRZV=dTEyh1h{J#^`-wdy@- zX~%xjrny}%pGCIs1$;_1+I2h4IcAmQjhZ+6zI|acdZE{f1AaGy4->`@X~&Ig*VKwc zoZ*x5G_?v-|F8bsg4O~#Vg1$_U|IFF?jU&}YA=(~=wkmEvL;Ct^~M z^VGOz7?mPwGA|-nyWmAu1K6rHoxaINhS}FP?L?zf96!{>r_+X9!HB< zFQv0l34`LeR<#BK>39W;!mbTUDL=%PS5FT zslHX4zFKt~USd&zBmnS8y#6c%`dR(5fe7jlVsRDz(5`N7x7bu`RRZKTiKUVCMzB+L zqv-)Opz3nI+wpoke|kO4#^=4_Z>N>h19RFjb`q};S^I2~-qEtfTW-Qh88vLvV))$8?{(_a-trbH z@1doqeI<*o5+)Hlw2VY}NEPxUlLL3FL~zyV#1lfToZ zOkFr}j)SU6&9q*jQJZyG_~F@!Hug!fh;tZWsMnHCh4aW6qwP4OP%uOk(7evhmdhT;`-acgowCr#S=X8{L5s!0_igI{$bdZ&XS^N%T@Isy*K2Q4C)vW}Pr7aWyE{6{$4;%nv8gbR z8?znaaH4dr*ESJ2I9sN8oD^&Ad+FtB1JIjh?%fZkr#(zieK<=&l|?Vh+dOBaT>$Xt zXY${kwBC6nm73i3Vd)K9(}_Qf8B*6;$b2xbwq4Cea}MsQYH6IElsa#rl$G0C-N@_( zy^&3LFiMuVClbBOU=gjX%35U{H-pFMYc;IU-IIcD$K{m5mOnjvv%A0d%up|Q$x&O@ z8}_WzSwW;ccwenz3O5hLzX_n?glk$)7QuEY4%Azj8{&1w5YscOOv<+&GY1;i*%|{Sl}! zb9IUO<=)BeZ7uZbrR0`aw8YlVw=l_1#S?dU1`J`f5KkUSEU%dmi!t%rn<}X#7!4or zex2xB{(89g&BjSKC^_@9l>#i9RTGCIDSEpvylW6Z1=Wc^#s;EEY%&-fm=d4b)N4dJ z#D1M^{>UgLCKfr*ycM546ES0%zRL|xrm-6&jf|S79d{lF{;6lK{iBi!IHO`PG2DdP z0Gq7bEvCc8&85ZXl&uw2KU@k7lOw8ez37kHPP5%a9sX<_C^=rOf00o(|G~DF{yCww z$>j3!yinGDg-ZdkS_Z5-k@IF9$O9AQ?Nt`k$e)+*G)wm?z8HQ9>YBLr&hx~S?xWC~ zC0Uq`L~SqHZko@c((S=tujy=b26G3b&>KDRk>~3vRhSP2T$itUt}hk6n=3L~SNQVO zY~sP6oWYh0U*W~d-EM?I>P??7hl`{yA?@eot<%;z3w&Uux zyn7m%n3wcl-(Wfe_y)0U=D#OtK&6Q!zU+2H^hdpczSv0 z@NtPRyr zwv{!0x|OiTxfj-7RbkyM+2P)Mt@@1MY;`k7ySp8fN)jZt$3)b+>FCf8KS zff~Q4QvH0R`0|Z6^9g+illxZ34C14R=w6ya0)H1exw+xO3mnUSf8ogdhyUX?h2*sO z`jN|+tsbESsBbDyzlVr?la==FU`d!STyY1*m@kzLA~&pB@LyX!`B`n9(J^gu*J z`~YH>41M;b%9TThv91+U_rQ0;!7W>_mN%BA-C_5>_Q-2HMyfO?kR}A(V*Rq~Z$~)T zGdV#~LaX1}^0C47heah6q{N(@K>KB0j`Q$V2RJnT>ni-&~m`O@hGc2FK8aRd`-L>>jE zhmwcF-@e6lTTo1FCgf{)1+&2@lSq1^!8m-ygH|n1&%)FaIBBLbAqhMa4G5|pe^RQ= zK=%ErxckzHWr)8vMu+n36a1f=i(3fi^sR54@C?sGxiBPxpfIN;TPJ`$!w{ky8;@|8}{p(~EU_+v`m)r!;IjM1T$?5R0;MrGRNmd3e(0d6Lw)4VX) z)`U>#o!W5E&{MX*RJ6q5k1BS&XugkaTdATiMT&Kj1zVd{y2w#;r8Za)y>>G^{*vK0 zP*G+0vD#@lcZ6KW&aCw#Wo>K+sp53?4t~hOc?!9Zu)0Yikbj&R?CW3@imgJ+pjxO! zetN@RRQc8QCZMZf!ObhwmkE?Vukn{)cd%kQp?82O*H>Ja4frzu+w>2{K!$NAa?+%@ z3u&NfcmNZNjFqnGiNJ~#G*NFUu<`Rw08ln?Hy##aLpA(?y-bVuG~N9MgpGIR+`oNh zzIsqkjh-*lUJr-~8oMB2)38ho{E(N3>KJAc(>`dp@0aVj8Lw&vy;U{Cka)_qopW_E zJ4~>Kppw%0HtXv2J@^1DK@y?k4ZWlZrHC&do;bq3lOKX+%=R*uv1Vl*PoAdhy|tl5 z_6j>6i6T6>fsi<({*Q(UH&dkd@C`Ngq=)s~^j9xNhiC$D6~@lu_8qW#P#Ms02VAgA z@niSCLIq@5c0X@`I~y9EGg+f5RGr^6{0Wk6CKvsX;norOx=4 zP$?77`K~1KCh^2yofkiK%a$d$mm|K8d>6R*^ZV8^Cqml5=Lb+?;Y>*o6sSO7f0dvq;8E;n_&PCtbfwXVke2G&muZXde*t<5uS)W&c;mMel7O^Lmj^mPq{Toy z2g1|u_j*qAk(O#asIH!KPFs(o9IzNT4cp8T{h#3VQjg(*J~MRh>ybi!`M<3e-cC<2I+)fccxs?2-GGG!_#=8htYQ}xw=@Z`MgI=0Nryg z)cMv5DRKMJziy2JY&(oJxA`K9O$F0gY|H%vlJ(UxuRf7c0HAI|HR?g&WRWBRJSl-@ z+yF)tG0|G2+az(sRWjL)j|4iEsimlW_|LUm%J8-8yf|h!US`#v(5l=FJN!xo9|m7@Z7zzV z^*~#Dp8l`1+0we+PT~bR`c52`f#f)FdK0G;mufHR&G@51-XGN?P`K0mew;ea^rqc@ z{LH>w|L>n&krf!%6BvNt)tW8}zaBN+YqdtVNWK!J_dh2*P8+*(4oZZkSoWPnO<3m(x_nP-I%}@xzviBR4PAUK9Pyvp=8tWF zB6T>@!-5)ge<|mGZSE1Sv-Lqi?9*%a)vk0B+cC6D&T|HVi* zk{2w12W_sq;NG#ZAo|z+b_^jf3nX5!1}Crm^Fl|BoAaH_y|WcV0Kom29kCb+xBI=X ze?Ig)L=-n!^oe461_G@?g8k-<@=^QF=dT0n4jji`<&dL2LQ5ShyuV=c>KBv!& zmt~atcm&913u2L;WY8j>uNpFmsbEHoDYDS34PLwoFD^NV$g;asds`kLBv9u|M*RQ$ zbM5*RW&}u3EI4sW7N=wDtIcqKPb-DYuZUR#!XOfogBxH0fECZQrH4gRlF zX%H72ppDNU8W)|;G7!B{vm}N{=e|;js&BMhdZ(BtH)pdrbM}(sG`FDr9Mz<>e=y8% z4R-j!jU5xJZCe%G5q#d=5v$STyuthNNhQ>)v?F17_@JwJzAK9J0e5+n%Bfs@R+YlW z@w!hT8@=2&?Z)Ja5)~VwbZoUBUd$G>lYDY7`O&{liWft%;=asoAW-i7TAp+B6m3Y> z>Ie@&@g{T^k2TM*F?E`24VKq*X4n~C_LoRSXS@ntd>~$7^HAZk#mElYi`Z;6{x3E~ zhrkH(LpYumb$Rij3y^d$Xafn<#Ci2yk58+&$c&$cZ^3ZBBQ%FFA`?q0=I zCg%ZrB?}GBlP|hoL>xpycEPaDP^9FnbbVrm_Qzm2fgdsE11f5Uq{>{GcM@gK%5Y2X z^{fYo2Y$GReTspBL9ItUCdON78jF==zFHYwU>@{=z}TQLu~bc@yO=E+Hi>0?*_Y)G zFNeIqA1`_rS~vqi$1-Ug&_ zdO|YM#njeM*=)jZO4Q|7r7Ud@b%KptHnZ34>PDG;0!F`{o%JW8L`FreZEd1I&+JB! zU~bV+zaLgajd$5>c^Kukw;6Ok=y?1um&L6f9kNvKAqHFyzAy?P-|jQGhjrn;^NUl_ z#(UH4^mw%NHP(V%vUYmzw$k!W7Xnr4EphQUnQBzCj4#C85ssD5jE^%$7Cr76Z4Qkf z?v~A2zm-#hXOvD#E+JFjIR46fJIk_DjPchjfYFE47@72jba-UAox zCzTnDJHhY}OA0Sy9xFbgamD-CC9tlReSzN36`*u?!+=O>sPUQ=tM3zLl-&tdXFhLx zgqgi^x=tbiMr}-$?GW4`QVh_ORV_bVn|kRxi8Lb^x;N8RQsM265O%P1z+w0a6kZ!= ztp^CDeQvop*{~OfMKdz}ioDKyJ}OpW{=9UZDy^A`BESOAF5a}?ckg-UVj&TmaYsYz zj$T>|8E?cU^H%-7JfLh1y+m2&po-S%sY;O=5?6k;6oQ+RyfKd#!6Y=+<)Pr)G-0vb{&t<%O@5|E&nA2g>pFlHA zegZgJL@B3Gp6x;9^O)O>eThs&PMf}cYtdGYH#^m&6$kItP-8x^c^T~|%*%@7?BZcj zMw1khVN*gYB>FL>xcYMlIjM+o)I<3Z8d(;Olh?Wx%PWY5G9$&dyNdEV&-kl+(iKY4SDGv)JGdsS0x}% zTdJOau~LFL?})Z`aMHgIpsg7_-??Om0df`!)r|`4u#Sib%}48{V>Cu%DpY~ouF`h~ z5-aI22g(jykNuSrVX-@&(l2OK82Oz}AyamOayHzK=OvEfx@tbB0>=EB8-YjOEiEr9 z_Lzcm7Wm8RHrkAiHigil=q-;*N(*Gpx4LHw)8gfC_20cXDheX!rV(UVmMt z$}9EF$O9Lsy7>!kds!R8^nyyK!cm?VXQ7yLr^~{r4rA+7l@1Okc|-g}^rpNIR3@py z-+kOaci4#%&decp(yjCpXUFY%&qysD79CD~F{-9t>jwp=>eJw}nN=iNQrYfhe>)$tkzL6X4vucx8>^KW1`W2$N6W`K zQ(@dbhM+3}Tak9Rtkk+a(DmX&zw0eoP3Ce+4cah-IO;VtuAZSKP4~EqqxTc@qTAAI zD^{;3<)>4#D3oIi<-5-}&Q5ZUwQJ*Lj(DrTN38M48iF{VPD<(iu0SnkN@<47`D_Dh zp{1+;($fnE>^J#)HAqLRhACjI=qRH`R3r{97*@kX{88Pyr{0xES`*hUUV@0;I4tgT zQ)s(o>Roa{iV7+&tMbHH_R9I@{0sYUp)V@tDIMoC!r$G5McaK&DXS95W81jm;><95 zSH^2X7|ap@#T=L+HZ?@wkj~R1st%Wh_zdB|M_E_Irm`#%-c{BNvPmh}+ygK7;>Sw2& zf}$Z4Y@@AUULuQ1Y_Fmd!WflWhNeu3V~&`Ivx?@yNh)G{98vtWNKQ+AjvB)ui`)J& z#&k@CD=4TOQJ!6PnsiBhe(Rl!_E7iSN!YCep_Unc_bTH5>0Ln?h#tPhYdXA7Fb#u` z1OgvB=AgV{g!6?-ZvSHz-R)W1J92vlhMv6m2t*MGMT=ysD6o|-CkS$>Yu6SG{nV{l z;M;FuV;GFKH57{1#WC-zx_R&nj$u|G?<<`R>Ql)#+{CsXR6+BTS3*#wl`y7$*pWTG zau$#q^@zQ9qd&_a3r<1A)HF_^bn|}Ra=wGAL(nRnJgWuN`So)Ht}2;Z7ugle^}{8) z^hRasSs)EuBJJyVEYC*Ez(TIWxfi=Ev<}w zUcarbw`q;ztD}P?RYJ) zj4SH?`czG+Sw-0N7(XEL&JaK3CxE2;`5TH7fKwdNQphj=D;&NS2dY51xA!%8%7Rlu|%?_>`db#CdHWDEfOv+*)M@_9~tMw!*cB6Aip)oxV0_p z*U<5He*~Ay39Ah1#5aNAPYwCOJAD7x2$&W{0wGm=`O*9?80d(&w0js>XD7W;V;v?} zmZ$oW99&Z%Pi>f8_rcWqLmc7mE@-KljoonHM80|RgP+ccn|lVxs|DX8N{~kL(|qe& zpuw26$6(j=3J*+5D>M*Jbu!ROz4vL9w|$9d1xiL&%xPOz*Qkg8^u(rZp%L{&NG~8c z#LV51H%& zzJD0sO9JcFThp~-)%b>UaItM0{&pALEELB_M+cx4+$Uy6$UmrX-4#6_MF6w|n~Zw! zA4IL=ooekbfgwk5AKkiKw(v`yy3L!wgm-kmcQxUrRhy`BXHm@yOiQV0&g~=$mHW1i zmbtcqkon4BIqW%S7pm3B`&iS>VqyuS-RZF2UA@&({4@>}t|gg=bpEtz(nG`KqvGKN zCFGv0o*dp-{$HTdfbZULmaE@~=kqJPy)v25PYn4#fI1=Q6tDmf^g;Cxv=4A~QOEHV zE(1)vduD~%N~JX#q;bk-8wbiYirGcPr}Lj*1dcLKVG&}#bivQhTPNg}&SQkV_gQE+ z(A-talPjH32zVdvZX9^^jCka<>=u%bE1Z_`lu8cA7e!f9Jy9k{6*4?%+fve#m3CQ3 z!sc`H#DW1*LYrj=?d?AF=S!d34GH*p7y92T20iKk!w}k3x*w;(UF&M)aD5JxlFj|6 zTFXvhIwM>(C8-@WczjdJ2#N}x9`rOCdlo=Eo>-!SM%>`rEnlL-%}v|u+C0(MM>%kl zkY)C5DTmF0=K1cuEEOxWCQp2%c~%L+;KtzRHtq=WxRy{&bC>`$jSHK;)qlnXT}m%W zJ^+Fs*+)9e0D3+X051~W}ep1qD-$$Sy2w*r7$-09oyJ7zn@E+XIx~! z@_<|U7G{^OKt9JZ0s{7Wv6lR#Db7y1gJgFbQ1v7a`2)>##Jw=V!w)(qqH=*7lW1 zJb0WOUoyM)r~4i>A2~amSwwXpV9X>~bZ!@vKHiI(MT*jVm*0b4VKIUieoTyyX@Z>| z?};P$S!vTnU3rp2Q>9mG@BqaQ7WZ;l_n^yqenahF29u8udFg2$=g`8t$pC1|+&%F| z{-p-2Cg~ZRB*SM3N6k#Bys-+M&ip9+CA-niM+yJXsN9d!Th(>Zb|;?H%gb_(h>9Uu zVF4dHWG_0F@|`tGK0o7esai;U7!5f+!EQw)UZC6XebnXz8Az)2QF;{Ib*q;| zG_p@q6_-;qC7tdn+9%E_t8(gu*Pip1o6TOq{6;o6W|-DSJ0!lQkz86?-;F9BUe;>3 z8C$YqEhZarx}R%r@!i8J%VErOPU-_i96~Ltf{Tqx?D{eW`=o8Uct9Al3O6SmhuFqN zmue&@cWb6Pv5wy7wu!PXW_Xm9RjX7l$-N|BR0FC!6V@8mi>a>_%Z%FF_jj}|40UwU zomRh46`msah5fO5a-1F)0?s$tRZ|kI_ z%c@wwAQKS!NLW$v4NXMk-2wx1p7(7`d7-V_@R5nQQ=R1UH5Y;O;=vLc9P;9^`X6qU zOz_EwhTr@2^qGTn^6?I}Fon+NJp|2Ht{PMlrqp3^XJbZL8%qUevIC(*rS0EkI=_zf zQH~_d_DdLD;O*Y*{h+m?h(PSb6`Pde&q#5miUV<8!JTRgR2S^5U9@Vl*GA=Sh{o~}WE;C-^`xR8Frspa)PHl&Fy}Yp4#P7J@ zqXqW22b{?z7GVvC^-}dFx)OvUVMq5&OpLi6wt81a7wE>n68XkPLv{fq=*TY3~`)~6vgu)Ny&IS*t=ekY~va+wy z674w-HQWi@z|V|2U%UwT2t!>d=MAeM`aM#<;vf(qhb}L7{r!{)7e#KV<<^s=(n{(~P0rO9$(hKXc{dJOP!P2kTrJlD_yLNfq+==}ijkv&=H>ACPvqS$feS+^Ua4A zv*syx+C2Smw7`LO700YOvia3?I}Vff{c+z328-AAhW3*50gROe& zyd#svB_%#25DG^i2%~!_z0gt5J31gF+tG}D$A^yeM9{nKeoarVJkQF&iyB=dCtLQ! zyG{4R;2C!_p4t(%Oq(DoAaDL0M*AfFAk?7XOi{mR$ry>o*Ck-1NIf^ha4m$0a;j9~ z4mOn(M#9$&M#?2aH7W;`))gMYXFcPiIUbNowTkD7NsagTX}u0IE*?>fo{8Ctym_b6 zBB_G)d(f=EXkbl3g-TnS$~r-G$$D$K@ff}lzCQJ|>DOU9Fd{YxM^|yEhpM?RN=;A^F%B%s6wcikQ^7@YLHC-`a3ni zunqoNvDSBSNf@?E1865s-fJc{vp)v<9YQGmF9?&eBUhund53t~zp1P61{ijL; zl$3xpW4UE}%azoQV?BG@`F_@9vT6RuKG<&cxaLZtZ#@E#x|6Zs651bRa3@2*!}eI~ z-XA+g5!V!1iEemQ|8wezB4lgv9hh0@3~u}-9ZxIOE_a@gjnprg_W%Uk@Ijt~W<+xC zIOWb-L7;)!FFoQU4?9yGmuh<-gQbP%DxeLU_T{|^Ss=ukGl6j3vL z9k~1Ehd~GU^SPyt);_iCD$Ci^dJ#a;x#z+`9*M{2>v%>#fqyC~`2+L6n6=>nxK?AU zi<|8CwHoLQ=si@03KANW-D{5Z(=>8FUW`H$e?gEy0`f5&`6R(4UVITEU;cPfeLi&B zB25Pu-0y>`kAvGSld}z$AiX>m+YNOahu+H-Rg6tPWniz@$7fJ5>g zTET`mcb)Oi{uC~ZbiT0# z9r~?OLE%yNjhZ!a*bf{!>o(bJ>#v480{qu*xl9!HCCwxr1mv_NlW+cJEO$37Hgy@2 zx-l08z5svzAGs-wX%*ZHWs0-~`#LSa5! zPAJ{J|Ey2qiwDx9$zAlH@n>#spk4q-zFH6Yhf2KY(&&>QRf#J2uwU_ML& zd^lJnxaD4gAar&3kYU87YhM1FQ{6ZyHjH2t15iD$uEU@m5|C^aT;qoX@FIenkxOTO z*RfA`U+OF(@Gv5R%RT+jRGRlChm@(Hqu2rz2pPB}$f2^!w}mJs9!EA+xunp*Y9{Dc ze+@*-!>|}mnx+E3+tUCKK(*lA|2}bARukIfbJTL9kc3U{+db$p4MWvgp~Eo;=<%S= zM`&9@$4iDfEFezHRu%!pZrHv|I$)|q)-fLs7(4i0FTCLA8u=JNor5O#$$v>$?*_wx zEFiV#Q&>e4CkBBvFo${^=xi_?OPW$$A{9=f$Mv_d$oMt!Km-QbTQ%``UR})q#k&qv ze0DD)PyYV&pE{)suEQPj^bta`JUn@S>FLG(2CP_D77x~e)QDQnab`{>jc6h5h((^J z(fHDr5HABdandkq!SvFWob=y~}R-97? zM2=ncTCx|SB6B{P+JLEJ-9?dkvD>jsf)ZV(UHWCzjc#zMV1It&~Houo(NdIN$!D8AB1(}RA`=l1g#KR@W) zmki{Gc%U&7NETB3{22-;`S4_}o%SsDVY+N?Ck@7ac|CcXk=!fw@`^pWDe0|36@5Ntk2UJ<$wL-Vxt;t6f^z#oS;i22s`JdZH zNvMB@A^`M|7pzF{PrA6Hz{3$Io5K?)b4O$RKSH6CNW#KAgv=Q7Dr1^d=~-s7Fe!g* zG#d-x-{Q|ij`>AdK|eq{D+MH;XO3)Se{b~iHSykX4#)y_n28x<&H%K8o=`+_;41R5Q z79HK`{TEE9_xomo|KSSgZt5A(-|$1?j>^&+XR~Zl3^=O-6{v3XW5)xt`d(bHYi1AUa2@%I^t-Z;F0`_;)SK%D6 z(!bc|-_hM2uGeyCI&ieJjs{D0^?x46@h=f`<2!?>M#ABJs{2ObH5TONB@{b~Eg#FA z@`4|-m&C!Pa@@G1_j*S`Y!&p&zP&lo{2F1i#zv|9up@FJe8b*I<#71IIq_ti{{mid ze=2jUHA{nywR(Mk(ne#nc%IMhL}OyedBcs*6+ZJjVYcAyGviG&yRHLAw%s6(eF~Dp zcvixLUx)XT$uEy39ogN2AEIJQfZ~C^l6caTE=5|s5@et8<$U+NGh^peSf(%HRBOZ1 zsc-AVwJ48E-=KW0I#Nq|yZxw!P;F-aq|6&3cKCyV!Xt4(58X%6@7g0cs0i`;7|EU0 zPpd6qxDjQ+d?Wvd_0>|eu$nf4%b?=Z2HzR&B^xrB88w=e_lD|VMWFWF# zrSWu7!?f&u-hQCVWEd}jRNV7c8w_ImvF-6vj3aL~i@^@F^|(n)4pf3Jjcwtdl8BcN z*yeh${V##}^ZD){=zyV+r;E8mq*TH*9%R%2<(vdNa-a)zq+Z1gGJmC7Np#M0&~g~? zY>u5E95f!~y*tKJlkyPT4jrG}reldA!9E*E;_}Ink>`*>k zte;SzWyRKG&vrUD**Wu8&nB>E&;aN1k$4=yh&PsyeWK-HI9T9PQK2Iwz-)G?R?6eUmSaR|+zPjYbrMiQlxR z$xVbGHo*d>`P^Enf@}VlKL5-5xMNUC5_oNu;14a7zQ`wR+S*uIjC;s5;D!)8j!{|J zMuYa=!Qe2KKxA}(rkfj!PLZ8k%!mkce`6ELmbaSw)9S6C1e&%3s+J%y*7lc1{EIs| z-Ou4jPiHlv6>RC63K}e5viM*w1W3r8om1K*cL{xK{jwjhMZCT$^rEl$?GJ9k6Mz!v zP2Q`25-5+)6r4qw+@9RdVhnptaswI<&$cI;$eneVp9_kI0eXts?LP9q{(nUwUKL&7 z%m5`X3|#KcEg3OrG)i2$zCu&YoIYET)0tpBTFzjzmY)A|_B`Ky%$k9I+nWgqT2{m56=Vmtb1l8!gifq^3}hif2;WzhdXpNnlbv&zJ~qxY2{qNi`aD*V z4iE73Ig#7oBWi22AhAwgDAH~YK;3!y$S17zrk3j0DNbABw!QBgH9pkJ{=+^+dI88X zK?ThA0*|4rlP&t?Vjs!xf-UzY#VlDVSwJ863F_RS{@72`c!}JT# zvW%(}Fys`IDJ57^J9WfzbdLcG(9K&wE%MI;{KYeVZ0?ODUKm5=7{l=owFO_3?@*>H z@Avd^$}GaNzr|FbuhS8?J3?OYs$lvklee+Hgd~wSfnV#qdc3t23`;+|hD|#o7v71S zMjLtS3&kFt7y=q0;=@-j29CLBrc9NIOUW^doKp<*)Uk3atkhqLPo&Ye?|MG2BWKR2VvJA?L;es@#dj$~kj0aS+c^AtHGm)R-d6(^I z6=InmRWCkoZ%j|_de|BLHG+Eo8-qP+pkh5&1-rEowV4M~&UCF+Npmg|xP?URq35;x{Q)$2LP@yXt~Pd`KU+37jx6Ws zzo;-CL-Qh@9KorLI%PFxxGr{<;}|ykNW;eA_~;hCiE+?{1k(qs`SSJ zl8MKsy)DET>d~5ve{D$_A~x47eAD|i6LE=Ua1}Ug*^E)Xb?*Z`*=VeDTff=pSEj}(7el%8 zZ8simaP?LqJn-+8B2>8J)52#J)y%)mjZdZMb)&?c9QV!C3ON!>e8)W}uHKk4Q@_>I zqw+C0yLc-soE8Z;j-9M}F&Hhx*-DC$W$MgZx8l3%zPpES@Rz`wxUnqU(NQ5M#1|E$ zPJ73T$I*~(3mUyWXWCa5a;SQg4Kl>y$Ck?;R%Y^AGeyCnv@WYFm_ZjdV!)>zO0#$n zk2T3VIZM-QSZgwHpDawy|Ht9OEqWoz1V-j~v+ z&Si6%RD5(l^jqHBsq>GRk5#Q_PIyOpR%gv&wgO!jL)0lxeVN__7r5@1V$a~S=G@e{ zm>K;x=E)H#I&pC{rr<@@`t`Iq_}dc=jST59HP3PH#MP}2wV8_FPZr~NxSf`0DScAE z?26o)M|$Uechj*?c-~~s!C1L)yXho&I-)N;EO)aD!oJ25RBw*)f+hoau+whwfW7K$VxDko7}UszWqXl z9BvG!){r7*pa(PXPQemfGIww=v@pK0>yZ_`(!;B@0Y|k_xAbz1F%CJ&H}LFPXQ2Z( z`(j@Hx>hUKQUD)ez2UNc=0eQVuuTJvu7c&SW-p1dBd^ENYCD!MwgVx9>oZ86#kdj( ze#wk$$Za(dr2SnxO-J@(iQH&ygY?Aa_lgZl6C|rIc?!#bg}A85_%}B`~_d6~7x3ZX0$tee|LWu`NDE zpcOHw-kTOz!(K_Yi&b#89IUCYej17w+@&_u(k`G8&(+9po8xZGG=1F_`?6)MBEWJb zDp)4Z7f}_Rca0(0G~wVpaouK|L)u4LKm9;8-n!bL0k&H~yCZQrR6~_OrFXy%9`oW% zNz8W_6}rUNwv=L{A2nR>bF*Zl_1%m~uxzh;-GbnQNb%h5!=6e6Uy$)R{zK5XaZZxo zKRx`fpcE8A9^ak(w$ryG?Up4-`~y_}>S;E}l3Z^{SYUanTyhn7PcG0})!}2=Bi&n7 zTXjjOq1v(9bV2#5@7+t5yE9J?Z}44!aqNfjH80z!REkR8P-L1+n}ZIXDws&H{;4?` z)F28u=+b@yV(D($u-Sh$lextK_3|!c_upY(?h!AX!F&w23-dl)=v#NhPRIKrTPmS- zik<~0GKj^zfa~{B_|g3oIR9auCaB zpa;mVTc)=^iPq0Q;+tE3B2CGARbw$f(b(s*Y|Kj{An9u=`cQDiQ=zccO|2xgg(cRR zdtJ#qTSNh#)UEc)ZOY?hS6A^f}LhZIViIszEZ zg>!t`M1p^wdP%M8d|8YmR>jnhP-A#aYXXVU_`- zlqNJE#3l3yUX?t}KJL}K@IXhIHJO9B&(}O0yLSC_%uMG`;DEM|F@_CWsdg<1F{<+r z*IR_3PpYO(pAgc7mR<$ciuL7gP)|UGmLru&KvN1(8~{X{?7fAGeW?U;_Bqg={&|Lt zMG)lr!8bdOPLNu_x~9P=eD+E@HSr*Lu^An>)qsIbK?|LxZ$g$v%l%stV!ar$M^EKF zWti-8xHjB}D=(_=@IS!hnxPJ%n-<>FH@iimqL~l2zKJL>&Ol?S^u|BV?yA1;!e%%` z3_H9%cQzM$sL1Y!KL4vOfD**lZ2SqJ{c}SFy<^~?6tF}GZP|<|3miTa&)HKVt``@< zAFBwbcSJ)c&BcwR0^IcoUdx*?9(KI&CrUex>pq*wQZVY;n7B)R>Y#c{O&9kfOj2A| z7DE~>-bb~h8)%xQ5vd=X9eZzHuAE9Yk5?j`ulF_GOE?VOjgu?PcvOAhIB&eVI3pyp z?(^7D81vqgZMGGB@Mw1!Izap>goIQq^gPyjgtI7d?l`M7kyv8@DQR$q;y0jg0VRSS z??WrAZ&Z}A;XUD->njIxmHE8|@x`?kk0R41ciXNYJ&=wJlj#bd4sZf_#ir_0!zy93 zGJyh=tN3)W#`oPr++tIa2r3bfD%q`9{oyfdGEsc`)^&jAKGumu3)wM|xm;g=eEna>t@11d_5Pq|u)hzn;pD zPL~!@KtV-~{D{wyQWqPHckn<>sInimwXs!dml4d|*)Y=8wp-esz3!qFZ;2LSyJuj@ zucc64iU)qO(Z0+5(LiT;+wDWv70;FW}rXA_ybU> zJ@orBPtga=;lqUH>;8VSux9^5naTb)X^=E|OD7mi@=b@_ZGst?Va)V zFKmx0^{)oIQ23E+Eul6FY9$y=d2P zwtgu7$yB~J8P!Y(l&63Epp^lsPN=i`fSDbHFCK)<-b z9*)BcZkJr{D&GoNi?-uQ_jT!?bRCP?TD~l#s^q+69r`wHS?71x*#{!gI^vrr*)1V} z$o&Cb{T~m~(GL=PWWdV&YsRXDKrK9sa=*E5M(s@LE8fi6!$+z=HCyzJe2hDD`d!EJ z*(FeUrG~>9_~uv}DtyX^msKVvjUSF*O+xt!+GV_YSZ@hluG8f^EY5#mWHc|~VeEG* zXzez9T4~Zfxg(MioA5ooBjqCko=1U1B==D`vx>e4yFt&v zlCCjC>-j2n-?}5CQdl}oR-u%D=Ov=?^YNIyJjRgSf(`>~pKqs1TVi};o9O~8#LB>O z^jTUCG>d7nlBR(!j=8yFiL>o;W4gmB2gdKYb|s(Sb?;I2;a4_*vUJe zU>eJFhLRkbbv7mREU^O9#(+!~5)NwIkp;=VLKFT_Qda0mP2H!9Q5DimBl z9}Xdr1YJF;`ohUKL0wkYhR1N8U!{W~ZmT1G*l+#0`~es5|89OcQsn6B4l zcAVzXyF{O91Z4ZMlJObcPTc4o%C)4qagEODQqi}x05ilKG3x}}5U(do+oA9 z?wnyYYMYU#3XDtn>SnERVd^mjQsy3`2Sxm&0v}9kHV%eF!3%gyM>@31W;^0Lw$R3O zo56=Zuhf6)Lybllrx)i|9*<04Z+ zu=W~N`fftDfRP4#Qx-g5=K8I3=`c`{IISIf@d9CcPjXi;{Wh7~>e>kMQWj6%ow@$G zmmN`?!%>SK$e!S8)vwJ3^v1k&`4N|dmI}D60&X}j`K~;dZh|5el0Be&B54djJt~9h zE49sPuoH`(N7PSMIRxT|G*@Qqz5TENbfC|aVfgjMg=(e4`Gs+T%XveqLX;0lC_1aK zqKBY8Yl+qjcV>%dae~8c9 z${t!jOTZFREVZlGmC`a}&6rE;Re+Q^MF9(Jrq z#ZO_wx(Qv|n^{6^Id*=szV6#;^uz|Q*)dFmqc*Kz%+ugzhLfjX1=IB?K5{@^sUGA~ z+yrZfBGD}PPL7<2nArSwccB1KI5K5>_rPdrP-q6K=Rc=#JkM~NqdU#bDaMPRWul_~3a$$SVO!{7Wy%7=TkQ^OCn&em z&bsCM_zu->b4?7WoEQxcxQ@%4^aVghNlN7x@QCOrmKe&V$Tc>U#UkopR`PK4b(!<$ z{vk7pmJ-q8+ROd1`jlFxqGIx~MfWWUR)s|iV114 z=Jze2CE^{*9hUyOVM_bRyUj#gT7OGlM!;^Fg_p= zfnNCc{+walEk#4s!0e@9bL-2!NnO+1*7Gq>pl7`XgCR11B+YCfY1Socla=#|ZV{KM>-I!{0rD8#ky z0ZKG?!={X@oeUi=QJft9rmx$2HxPWgYG?U2s_c3_GknCE1wWbQwBfN4+2sBHeeH0pD>P&?*f!o;BHF@LH61z@qE32IS`-A-DaMi1N% z^Q7`s%~)c|Gg4}vs1*|Rq&ia~I1+Xg-{xnyaT=*|rO)^XPP$tel$6{7FL{cX)AyK7 z`kTz`8%51K1b|AJgB3>2eFGiwXc*|7$%zl+5?FXF4EpU^jLGm+L(bfovapSUxwRR9 zG+!fm(Zi@;fONV?OPSYZoOj`WYKcD?7-`xdyUuG09MJ9kxzgI`E5ox;&s!#U@u*&@ zP(xGsO1aVn8+W1yhoa!Y8XQKYR0~$eZO;T(G3?DVbyM{!S>JiF4};D@m2?m8!F#P0 z#sGq>;M9f2((FiTSgrfbb(ra$+8s8vK&(IKE|O#2$JNni8p}4%p0`(CASb8y=!Rqz z?Xan$6lCS@N)1dqb%2?cuXM_PC#$mZh58P$M>4!NJ)EL6JDoYu-P<0cy!=5?Yi9Xe zv|_1TN`;L(E_OEN=?kU(dcBr(2;t3FgCd8UG#LEE@HJq!DipmBvx^mCU57kY2M9uI zB;R#jL3_xYvtTn*!|s#O8?B8oO1r7^mR25qd;Eo_MGl&N^T8fksf>iX8>^GtuG1z; z=1hT4?wSa^=bS2PLwHdeg4~_tJ67^yrqi1(f}?Ee+Ig_E%a?ZMrk z9Wg`~b~IG3lpR)lmIP|*0ifo!yFcrMlPwXqKet`ZJ@oB0qi$8L^1;jGlDuLb5fD{YD)Rb{tGG?WB-$>y?!K?mq z5iEsZK3taXpAV=7ExxBA*>(FZq$-!Of$7a?l9RV+k1gY}>C(LMjb&B{ld zlK%ygrB$rV>01Wuyfcn;BP8 z-LWPrtd1vDflZeWhZ#jRP15wO zT9IXPyCyS7brwI_H)lA9g~1+_dE5d;C)5*l#Fv=)vb42$Gbv)N6qNRM^jh|nwsl5I z6zaE|EH+qHONgvjG^|3PWsTRT7~U!h^#JN@8FN~i&nOAgE)sJo=tce@JlBn^E{Xn_Lk?geQ z`XzJI9m*p@Gp!PD?aSW)i@O}$79#eT`*h=6|95Vk%u4LJ^nI+t+C`Ij?k?;*u%2Y+ zi%0si`>EhqAPI7dR_Rn5I|SAI)j$99pP-v(#)+*v114@I-o{O>Cd;;Q+Aj5Z3Uz2b zy65i5TU*%zIQfbKrReRwZZzCQRdu>)7O}BBr4cxPkZMDA@LWzR)MVY6&YN3(qeJL& zXC{6HkE`=Fsy5ND_4>SW4?oN@oDsh(V(6n+(xw6w1{Iy;x~9fD1RlP)E6R# z(aeCn736mfg62E)S4{8l22aovFq?E?K|^vo+Z>RMAXi-Qd`I7>Jg?By+sFrVU8_qH zr%NFlg4!YOf*wv2fufLgM{Pbqb=I||?Sbv80b)8~?Ng4ULaL2IeBNOI+hfqqoGwJc zr4%zbSF2kHeU%sFI>~FoU4{LVoHdKzN*FD zp^BaC^FR#IbKE1NHxFp5b483wwA2}WsTYQG@Nska`Pt!@0!*4eX``3LRtRONy10Io zaa_IV#Nqb}3<7$fFFoEe=en}xh8pkB;_2EI(Gn_!|2*1f;Z)+RY1Jg#onckRwam? zr?BWW(28nTDDfAVq(s11Pz79tG+!IGm0egO0D`!-vSp+kme*^QZd%XBbPuzTAfi?w zocNAK-AzBp-9EtouJGr%TGiLLz_DM8iIcln(DMY4I3I8hbAE}*jk(Qe-@wC#a#YlQ z<<@0#_udv{Gm^MWz)TgIGYG3zIQ|L+ZS1!8nyEIn(8UM|5)K!(E!|5FRkje7k2)s% zI1?Qr<{!fH8%Qywem^=gRhrS8uVSjk-V8qv^Ljp|)zATuwyenpF*6mMMEv34p)uA% zbZYZjyQABc-`V3fXAdn4{!@3@H2ZW6lt+&&o0$=0Fi0=km1^IX8t1c!5WJyM;7uI2 zi&J+m`^b61u#&>4V{I017p?<@@Mf1i@3p!P!rbh3g=~(9iWw~{YJG3V`MqmJ=U}AI z$vFZfJ#+^z>VHR1`mIJyJI|E&+8WhL4CrmgEFr653}c8kzoZ57b5eiy1<`pLO=uOl zm9n)iSih6Iiz+~f6GN8{(*ybQjZ3pJy6aUizqfT55YuVLOJ`?ys69+N!i@Tpf%N^! zQoXOj4ro>=TV+%7Di*GRd9JNZV&T;~&Rul2pQr>R4={-&we;on)Wa&|2 z)>f)YujV$@UM$Ds%bUf9(A_=Brfwb62=sKKUC(T;wGArn@HC0a#acXzRDG?y&uQqD z_^pqD@k=TR1UU0$wmoD5QNb(r@MFMA6E~Uw)!rx+iiw4B86S^i@kpOj@K4fQi=HkILR)tM51DZYI}cL23(dl1AekV zqCK>2laG70SZuLI;gaJD61Ui{+K_s<%esn_Pxoe=l}z_0NUVtG?vm&nJ5TZkVs&_) z9`I|gZJiV?8J`}+9^C;72+|v}SD~?Ms8a}${LQ6&J!6&e#kxum1kI}4cvEo-U#*lh z9SIHAbkmj8YM}LUuPPdE7;|+Or!-FlK&t{!5Ct|h;P!{ueZ*Y)pt?AQr+`=a=7 zt|sC^mx+67b_I`BPqDWy!goGNCXutZ)>%(jJ-t)S8R-KTZ7XJ}yvpqKs)^(RunxFd zW`QdG-GjUbuP&f^d2e!IVU-NQcPgB;wcjx*f(nXFAKJSFvE81Hq(s~?tl4%Sr1jFBYG$?=-)pEJEi|z*vLlbqIpqT%qW%9g-xe7 z2cU@_J7{Qgw1UQPQbK7`ire2&Hko0A2pBHR#1D|{WaS>ry{kw0S2}B$dFUd^S^}=I z1eYr`3`G4Dq#HyaI)2zPGyJjb{IfC!805wx#wy&KHB0qxuxSwF{z{QcKh{9erJyM9 zF?E<=5BQ5S?yKP>&>RTXZGDu<=`a9~Bp^Tj>{;Bdtz~k9=Nbs&v>jH}*Juadv4II% z4fw<^m-w~#0uSIRV*)>b1lP zR`WpYxNBeY%L()xU4sX5?*LV_3pot$&tpG8(hWa9>&(`YMG)}Qu&9c9WQ}>qA^S6M z${8TKWL6Bw%sMjEaJ~*|j7B?AgMGd|16tk}_5+{k3#*DGAuCy)m)_oxFF9CuW@(n` zGEuQ^@}i!NU1K&U9LQ9|2^BL_U^9;ODy91J+t4Yt+(oTKC9ae=`HT z0NS)@SV#kp;+l9?e2_=^y-8yQ^#lX$(WZLOerl#~Rcf;O>fn~3@Mm-ZQ<{&hH@?*{ z@M29&9M|bsS|HRl9L8>=@`jb95{JXKQa`E2a)9djTHgoDag1G7Op<1m5tk0*a(>b5 zLDu31*yyy#39=S_i-B+4XNNoUj;1*r%% zB}{Qj>jnPF@vZZ@;l?fD=~8k)(LIoTmu9XC6{T4nN9KiA7+Bn7=hP88VO?$9*U6;= zBAX(Pw`~tjD;f*p-_vnc9;No;bd?9Vm#Dk28g%;_BX0z8dx&~pj&{G?{{*xw2|31^ zrRhS|pLLx#{jB9i>vQ_xvp2v>%wv^oXG~&x*J@>}FILIqD*(6L+508(42>P216!Kh z--dte8$MDy4Qz>^nhP&h$k7wS`rd2n+QFZ`JgqFBG^@Eapg8`6HYSR5l{Q`9dq}ZB-KoIesFm@9)?D;c0$fOkmogr+a}EMJ#)|-AHOCRAr$# z>tz-VRAflQ;AygL-f6h$_R#E@`teJvBSD5!EKy*Uf09wF7|R!NRzx0ZfU7b{zwmG(Mq|B{!XRjZ=s%R2CI2u&MYb5iJ$})$-x{Ta=&=Lq54ye|NnV@ z@-q=OK`iLU>XP6q<5S3R|46FrmAU*pLk4oxv z8bvSS+dj$ZN^(f}J*b-Avd?kU0zRtK1zhS-?L82Ayt};@Ca-W(qQBv^ey@Dn*G@w_ zRgO#fsj?8DV*flpd0*<-djfm?TowA|)-nY^=qSe0jXsmT*MfF}>*96u6k02>Y0xtbTI98%DR!4EcOQN_TR!3Ixk zi(H_G{ln{gX6*}X6fORQy`UnI9KGr%JFns~xm^pP{qY)<)*alXbElT3KU}f=l67eL zw{X*Q4gBiD7}#&=qw7o^mP^Z(DVzDJYnRAa3mw73`n$AG72XTy%d_D-1(my6H{G37 zz2oV{Mmbew@7z;c`f~m`9;&(Jz#UBw6-NZ5cQ@++pq>?#bvbh#kzO3 zvz#ZY3nFWe`lX4&mnI#Uswe~E)w^}}xFf~-B>M|+iNeZdnCR&@-(3%MN>t3e`h-pK z@+5Q(!KJmn^VU|&nQE9fc1wLhn+Ce6t^NEKV$KI_fAhR4{Yh4<%jx+BqK;PViq5>2j1pCrC(tu&deQV!}lIk5sTLp z6w+$hp_#;{6)oCDq4c2@4-eZYYOwF!Du9MFeGBf^i;zp!ut#+c^ zhm1ORrUkw{$=1f;#2K5z67#)c-NW-;ow;DE$<)-lDkddAw~t@?g1w#)FO>3DX$z3c z2fbtDKl>uESFuha$g>&ZGOy=(2R?}SO3p-Tjt5j4h{iXme zQ+f%MIP;2{PQF}1zT8%OB-!bksFD!^m148~Os2oXQ;BgCsJEG(rz@2S0g5`Yd06fO7N)n_DRV+R-3+!EW%-m4b&*sPVwgyH)bgQS$khuhHE7K=(Ho|ao(NZf(yWDTFIw!U^Z2T!(C_M|)GSZ*8sfEcVcN*s>#mABMzzNgj?nE6?9O3lJ|$ z=EYplfccWEyDjUzFK7GVs;Q<=CJ!w*DB?P^qpif@6H|dNFCuEdR4lbbWkZzxx{sAd z4O)%el{6b8$q6{!Y1x|>e^~Z^l$SxvR8Hy!?D%kQ%(QaJwla7L=)%HU?nY&?8;RD+ zcuo!@;FDEZHeDg^=oD$N%JN3jt-H-yaT@0EcMppJ@v?-m=#KhO^Tx5I!}IdSF`Krh{Rvr>Vu?30#me}Q z;#+ZEt4r5L&wt4FUihL$L6cJEYK0%5=viID4s2K7M)xEc)NC~UrP4{jfHj`+7yhqG z$4P^X*H0ZVa;11lgVgK5m!2deBax%N+^nhwNM;4U2e|o#6Xan};B%znPoEK}4Ia6+ z9W_JxTjA59Zh@QZ1AWv^9)nK@6DqE2UGH_cdY1WNJUJ%~Z=|#I4YyP%bic6YH|gqc zIvKH37m!#&#$3WStQr!yj&9)d3PE${Ny_hS6&~c}^s3Frc9uQY&iy78AW2lVTQZ;t zsGn5?)-6})D_k-t*GzE!*vBDv_~pH&)6y@29Zj8Dr%9S0>yEea5)Yr*4WWhhmnZ04 zs5$mlTP*cN@@}Nm*6~0N%miCF0EqiByJ4W*bG3QBiWo_+V&i~Vuopn159Cr{{oIP~ z5sZM`Pyd%BYSE!^W zi*q_~q{4X;TfE;w+Mcj#r@)8T?I5FeFnPFSce0G)0d|q2$N8krfew)4dMbx{@Lsn!?7!Yx4x&nxulCax{uQ-`a5xjq*U`2FjL$HF z1pF08AOK_$(+PWIP;PsN9?Ap3VqZ3BuSx z_wSLiv;gi@Y4R-~LTFz-dp&&(=wI$>tl52SOSv?wyWPE!@h(8Z-_O2wXSH%oCH_zl z3>1P_z7mO|qx#Us@3W<=qAg8t-yy;o%!4 zzDaKf^|DeC0_4A`3-*6~^T~2`MDe{YI7IX{1ZXBS>J=m?6%!N4<+tL^1LhCDPF=j@ z*Od*&<&H{)+eVAz4AoRPwVSHm6b728X=&2n97USpas6=+O3-ywrnFgZs_J?KyIG)B z0QT8SlvJUqPG2L(cti1=F^}*#p)uZ7I_bNJ2CT|Q>#@+LI=Tfbo9py6YTOzKIz`=VwS53HJ1Gc~uEe|kBIaS}N4Tpr9vYTK~rhS@SvJKMd4o$v*% zGf*r*3F1E@_JFYkwlsj_h+TGmymChAU^nZ*7q~W8HqOFveM1i1r#Wn( z4Mub|t6Ci&68&JY9aMF`DQwc+-DjJ6F?5gx7b=N3f8ZbErv*$T1KkHrwn*w_t$WXS zHcaldI-h^l|JG(kG3(_Q>lQHF-OXnJobPsotC8xb}NpmwFeB&2>Q`HZ; zy9~p#4R1ozOkLr5G}V@!3|DPn#KF$9T;n7Z$D1Nvi+$E?Uruo|+0?F^kly~M#*gAnRl zws#!Exs~mnXrg%CL5vJ)1DH%7?e7E&o&%WzUf&S7Ip*4NXwv-c<46RMXmy+Bnzh#_ zQv~;Mpjz(A$X~EKbYeQ(rwtCeaKj;*CbG?CS0k&Z-yC?cTyVf210L3 zgLjKxPE>6)k^230uL>;=CP47URi>fETNWEf>$SQ}<0!R8w`M~3M5%u&I7gLT^X#Wv zb{o`(Y_$|j5FOK@&o&g#jZ_;O4@PHORxfFybi~hbRGt_quN2Hz=gpqQD)&XiXB9nO z4-xg$z4e$~ig$I=n}2v{r+}hGnT%H;PTOswgExqgBnl2+)I4(*fnDIPnprCMS05W4 zkml7$8+lEx${i5@kYoK3Px!Sxo}pUZ00~cBYy2WyUMT@IIhzbfaR_S^jvLvEl=Pp) zg3!?Qnag?Kz8Z9NQrudBJvlZBo+clQMXccsUzU}soS+Exe5u4!V8d3qF3mhMh0Ox& zVj5j&vma^~YY~heHjy3im3A5ptg5_QgMRc)L~K)S`-_oaRu&nZ)ua;i^AqYwA2YxT z%0g6Ib&A?TLk6kG^#r7i9-$lr@I;#BxdHo4MSf=JCZ-&w6u@2@|hmeIVJChfGY?5=yEvz_w#@IK;sL>s%76LeL7&sfYpWI zi+tfy+J25xbOT6)5p{}#KOeVNKuu%$v#4$NXV*ahfePjT_>?EyC(e*Y(4WTwNeMMz zvaI&^eg5~^ML&|0Gz3{%PTyVhhJgWtJ!09siqs1L+I=1gTyEK~FL2c5jjjyR<&Wvm zsFBm2yrMsoM`fAZfAX$jDMI<;srG1=Sb?>@bY~hlFYhc;5_!KvZmZ##Td#K3EwY`~ zZTHo&UBww2Vay=Q@N>R&?+0 zH)$b-wmQB@kUuwm4~(aOC{+0pCxU;!Q1eUZQ8s2)B`eL63hgk6%wV*q4nkcm@|&2X zCjtYN{Pe-JGwHtom?`j+DNdc39H%%32V|(gO~L2?yJRFda*yGmJu-A})u-SOHsnrO z<29u4+b!61@cHvhN8OuKM4TL;}&c=BKPY3H>IGWMa5epiM&vMNj zq!U=UdgTu%Xw;!@g(BOav#Rz$hC1e;A^Oi%jTf1^bA8gpx&I6{%$H9PD+JMihQBU6 z??@!|bE2|o{O~fx#o4##{_s}dC~UxZREB9&vNrR>?oG$T*g@yG=o99*sjJU@i~EzQ z8K`dDpM>b9Qg4kznkW>IRYy+E1-+td1^sGt_}(f-{Ld2Vff*;k#O2WjUmOXqpKQ}V zatk~#ovt5FW0=vc|MS!Zz=jv_t+j@>gqPTy2gIK{Dbq0{3DC1WR)2X5h z#`Kr+=l`NWTv^Gog;UQfTIPkGpajkgrcVevvVzv}4I)XXDkn>g=vC(J=l{$~%&(PA z*QPZ^%t%K=c`BoQrGay9?wmL>Y&j@%7CyuL+AnvCYd{(F`Hv$ebf9EznZbg>i9Fw@ zrEAPFO>Wb^e;zFLrx*U7`;5-aojk{`T46m>w`Ngz#zew~OGx{7JH4MIpXod;R<6au zWUC483}{&5pvY zx$^(#t=UK##!o#%503KoA3gasY2NMHgZV$tlsWFL$(Qc|>%-<*k@YY1+;62!&@~`W z*?bWA!+^)<8=bqr`YeAgl|0%hepo6SF5m<*YJK1T^VYKGf$(rQwIJt*i~m_){b37E zYGBEYK6m~LQ~CRY54-`^M|RmsljjG^{=+7JuBH*t&;P2TpZ0&<8aT`eC;{%7uHU@%KbQR1O{@H0lsqyx{^eEwMah2;=AZvd-2Yx*{Fk_oEEWFp zs{d-qe+|$-{Z~u=dw~A0mi%ig9sSRL?ajXj=>OWAe-F^)|9^DcjYPWiR82Bl;l0N{ Q0e`BuwSFm7v3U0X0E>&aeE Date: Wed, 16 Oct 2024 13:30:10 +0200 Subject: [PATCH 04/10] Upload ggplot2_CRAN image --- data/slide_r_environment/ggplot2_CRAN.png | Bin 0 -> 237405 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 data/slide_r_environment/ggplot2_CRAN.png diff --git a/data/slide_r_environment/ggplot2_CRAN.png b/data/slide_r_environment/ggplot2_CRAN.png new file mode 100644 index 0000000000000000000000000000000000000000..0f0d0e209da37c32708738f16e3885cf6da92b63 GIT binary patch literal 237405 zcmeFYWl$VV_x}wc!Gc3@cV~g%4#6FQg&-TU__Anl2u{!d3j}uv9wfLsBtU}uVvD;w z&+_xSuNU|0r|M75)DAPN2}!wv9z%VAt5P!NlZq2t2;>Ezqxew6_56_t1KkY^_dce z1ktwMTUi2HC?1MTPYh>8M+80naA;W|t0A%xN46o}3;8{YkNDcty@A+??g4U+ml>B! zo-m1o>x@Ic(=5ow?{yy%q-p|HTBQ&WlG2(Lrd-RSwf0}$*9+*h&z{jDzsMf?V1-U9 zBlCb%HT!UQvBLei@MgYH_ub>eLwhP`SXw745~i$hW4QuT{2H6$&!a5F3U zLi31b{3H^340_JY)gCfGsovx9s6Ng9;E)D}GE}6@o(~v=$h2hie(#9I@c+_X)7p=0 z9$leZG3=!$C5^~5yaLKGDttbIN=iJSW%RV$^r^l!Dtm)5S_YasqHe*GVYh=nHc~y# zkLk$QxNI>*LmAI7WV~K|96cz=zg7N5)6VLc)-7R~B*KX+H8?XN z|4@_Oar!~Ul`jQY^LzLRD+2`d3jbK~JV(qT$*8N*Q=V;wz@H$Q?eC~EW@I{?)3hho zXhaF)JT1~G`6?tAPx;|}TmAe(i)sANBGBCrQ)*p4L4LO1iq)T{-aovTw9w#ZP>H7q z+g%YMA>{r-^07&IgCHMOd9|^4iNIe$|NBRKW@p;XK2+rkKnk4V^{);Tk7xetRnMn7 zC}#qcmR|&Z#+BAEVHOf|v6VU44os9a{h-4f9kB44J9^M6ZMeuN)%YDUzzt#*)7$)Y z`xc!oGwrlsn!f)U#o3^4_eTCx-G z-XfP^=>^%o`I*zCRj>VFf@8w!HL<$<_@6>+#adiZ%3%c_#Y%aS9FD(kTb8aYH-cVx z5}^+PdPLc$Q`p0bX0iy;6Spa_r*xc>(HjmAk_8ZOW=2lV~%cjn_ByFLCV zk~$1;G#R{L(bpz%CaKZCEjRWZ=22aRzkMU~j5wC}&B#Bw5 zRIpUoVR!5@3p(F(i9i&(uN`z{j6{UC7~tTvU|`pC?IdeySNc%=gfA4~@E(O#rd5Vj zF*Y_fFq?O=Ia}t0SFv+(o{m92YJp_Jx>6sbyAG%Fn>krgr6%bnO)o{}g!93Qby8<$ z&zFsv3o?GP4~*)Gf(e!?F8R~S2FgOJm&)yhc&uJTs310`FdYREnMP$#Cb_SFlbw=* zgJp@u@giLOwEWzvi9f$$L)8Ai|uz5 zY`M+}+zhEXAhe@U%_JVE6g`YVs*twGyc{p*Yq?f|qrOa8xXy&ZNA^N?Vh(D9meMOw z=8brt_(99?Df#C4@a^~flJ$}vJ$5ZyogIUlTs7T`w;I|@g$ucNhA+xLlo6Cw%Yy2M zm=X<2PD)}*>?fa1u9e_UmnHcfH6a=ZLvV?aFeIBkD+=W-m~ z?4Mr8Mqu;`6+;>RB5SX8@?S2CnVCM}!G@u$LJa#4c3u3lpfNETewd%6zu)j3vTi(E z_v>G^ovwe>{{Dt>PM7uWoj+TA!TYj~YwO+7;zFPJWXsfDPDpx4rF?~aTCcIHg=!rr z5l+QXotQi+TB=_vG{rpies^)|(*C<3vS6D19JpUY zswy(+<*$N1cyVbANB{ZfUG(noxZlFRJ@zdRm|ex-7k?K!eWPz*;6lUd6$2Dwi_)zc ztO_;>dBBx#Dp4zWAryytOC&x3Nk7SXAJlIvs6{0Rjj0sJdI6nK{h*MHNRMY8UE7f0j|=o;q>}~UR2u}t{wlr+PUJb6Z2-d zW$I7V9U_B^I;l1=U}#`4VT=-H5Y)58FgG$LGPSNYp0ayF;(g;U8U58T)I`4VrI4r0 zK|?hoRmFyr*NTqB#s$V|#=T!K2l@nfGp~&Z>Whz>QuEB0-XSK7@FT#s z6tU6+`M$%iT76SzFDTXQU2r@!%%SMq;_PPH-kR9*@qNrmee0Ib80gamlsIs2xqp8D zW=**@VY29Z5oT)6M&hsqmonGt)YjC}cw5o@JmtK`z2(JxC;vOEk`eZFE=fi4WOs)X zpONe1mw_)UxtUEVZOx`0elV1*X;?X0jWV^X8gP4?9Bh4X&1heBh5yzID=n)0Tlw>S zee2Q!c-(gu!q4-B}}xYYi={nFuT(Ho@- zWz{>~d-Skq$^Vpgx3j1FJQfg(N&QQl+dKCnf5SZwmey0ZS`$Paw5TbUB}w@KxAl%; zEw-}Tb97*INa3~OPL{Ex6#tHZ*KY4BNjJ|69u`yhBipUjxn1`(%cJvssW+#s{Z;hQ z@cMkN`_LgyTfHAllKS<-y4+mYm)I9sP^n4ZLjQvsf@{#n54{Ep(kfE}rx;hd&;uswXIm`y>IpPQzv6CZqgu5FbiiB`< zkq8j`o9t)*eHGO?8|A-`QN*4S%IL}|D%QhlI-;m)o41CphU#jf z77#Eu@FU~{h}#3~_>=`n+(Q&`2nM+VX+6O94lbe|67>I(LKJcQbee~r_CJ!i+DXtG zs%z28L7YLfg4_UZ0KFt8EiJ9M^G8cjoi_^ql^yY)1iiJZtD`6nkGs1&w>v*K#Mz36 zS42dF2f)X}$H#?8!R6xV;0pBMa&Tez&qDsYoHrmB3uhZgR~v`}?NhnH4-hw333~dc z8~xAUe?BM3!{&eQ3#64Xl|F>!WEA#)o_+J^t zd7i5Ne@yY8cK(mE2t!L^iu3$Wqe)^4Tobb)AxR@Czma+CfxMT2(eg?6x;?o?mQ0q6 zpHTLMFy08NRvgSnl9H!pBOQv4t)#LYd0klplaSmL zITShE_4b$C+`Hdvy_mBzv1>d0IhAS4s`BI8XN-TlMTtGDBy*>8{;byV{NHW_$P~`$ z`2RMUnt3|G4?3%K=BOahGiLLDvk9&X)$`8{eTlS0GaUL zYynOx9iiz?sQ{cLjBgz?1f=BTn0M;Re2qO;Dj%iDuLsfjtc$;Z3X6oKRz5jcBQ+F6lW1qJ>E>Wha$=m<*Xi{2UfOT zq;5TUGy+6^(BPI85@~o!np&oSy2MX^^HU#*Vp&Kp$0<@{_#>XIn^036pIPl2-qJ-~ zeMsYGrZ<)>-%aJ75RAsQ{MGDAdZv*>cpiao_Eo*i-f}p7BZoel zVgWvl@Fe4l)u~a8n%l>#eko=q^3iTc({|y@O8@)aZsVnsB*5_N@v}AXVM-mm;<5ut zp(Np^jwcu@dq&DbsT!W!<$f#S-%uSN;2C zA-At5Q$DA|$vbDvk3$EVIO%h>*q)Nim4E7@L-6#+HXd#damO{Ke6xL*ePTp5(CrWg zGlXHCM_kivOx1GSm|Uz#w0 zEvTbGaGkUDY)pAJVl^%$H3-j=*UWj4X^;bpk=5~6uu%@ldqaJjwh&8H0|0-xoPLPDsR#yxn~&Fw$bNvRCUkj~A?il0yDhLtO^dgFxb%-L0D zIOIfiZ^;?{94g&Q8Qdm!YCNAZ*8M63^ErJT*$6v&g!A}gz;34MRcQLdZ~n&m)gGRK zjSp1JmNw;~@Up_e7jj!|w+9q$_xq5rh3rn1&nBN{3pRz+1Naw5~o|*{D=fA(jHy;k*QtTV_Af`Qj{Rk+VN?-LDMZ$1$UA-PDe2%-837 zIWJEXg0DKzB=P*Nx@mCI0CbWGtKrDEic&Y)4Ogp?VXX%{rIi}(#c1{eWTBSJQc6Kt zck3*JuoSCIk(OPPL(H@KZ!Keb%*khnw}zi=B>;^Y{d82y-{AEp$UjCuKnkJt>vh04 zOMP|@S;LSn8U@tn@?&;pw{z5i{nXx^*Z^K1fG%FaHKNO>Ei4lQBl)1atcoHJ`w)NC zAuCJfQ9w7AM7uDMgI|Bxyk)>(1Iq<^-|@ABQ-0~ov(K~Jz2HBj>#8S-f=&A3xmTb_ zCd+0Tryl&3Oz#7Xryf5RWeau8qYHld;x&H-e%)iL`;uojxPCF|%9+b7M7AZ%@5Y9^ z$b-;IA0OaCh|22dGFTrOL};UO7ZE6irCetEnSxU(A(xdC>~XTEt0|E<_GNaurP(ZK zg50hwE{d;(5!yCm6*#X~>$tB1?>ENDoX@H2Y%_XOW5h>d&ykBAZ4VPB_k0CJ4>*J4P>#NdJ0_=n>IQ|pY>OkT%cYCSE)YI`717p01N$=V{anGizcgj zH^V7bqy^{gYihm9w+iMx3V3}wGTJDXmj`@#dhCS@#iQS2$+NUy#C0bF@b!V@E)t^ z*A`qxsgf?5!s2k`Y>hh|WrYo|L$tzlS#mwBCh7NSfwV13Bo|;|?P;A#B@Z5Bb!878 zjwVL%yjLSc^b?q3oo4&I)a+hGYW!2iyhAhi&^@`S@ltCT0~9kUjqb(^e}gKyV^&VE z;uj~jt<*NKXx_2td%0+w2=@uZJS^mvJ&`1ymbxC)WM+QnX#gi?7$j-G>OJ$B_o_v_ zUoR@)Qp_2DSfEZCvD&dZ#IJ48EcRByXqM7iK8t1MWprxEkQH#&C;nB@T!Iyjh#j_^ zdfk_D`z{pvjNYa!}~O@&;Yj!+Qjk8}Y-)#=@h7)9rrZU&rvt7)htdUxkZJ z&rB)i^7TTX_6;kzz;kkA8@k`M3fFnHaPn~ess2{E;;f7@l9)kXrcl0zm zEcB%HhFrN#uiasFep{)E^VLN--RPBo;)Ub1mQY^Qm3d}@8D}#$CYxAZCE2B~z*sMv zNUplA$*P7y1JG8A4E22VW(HUo*rA^`%s(*;1!16C|J*m3^OAtM?u`kq`xUFPmyxaw zD#q8j)hq~6*?2=^4U4nyI$d_lYBczcDysU(2PqmX8sfAbHx(!=#&PJtL)H3hYnh*< zx8-RfuXNFzG6pd{VPEXds_+&{qI7t6DICGOe?Kfb+NwX&wf^Xp(nsgbk=qaM8p=B( z0VrvO(UzeGkU7OWYAi9Dec0Nj&r8e%@3x3%G@Uu6ok(DPBTA@O1-TJ;UUQgTt3aC7 z7fNyI`$)aM)`1P3_x%64+FT3l2rkiDSK-$G2?(MJ8AABbSwu8gIK1rHKFI+=;Cw^v z&wS5&^Pr8tt*s_Q>QWoGawEs=;5^3YzKGS4=CoE%4k?&}^`kZ=?Qe1`LCy$l{eD2U zyw(Gy^8g)iGs9hjgY?^AG=L)xkds|J51}l0#=l!|HHMk8u6z+2P)D>2GX4tEu+xO2 z1v%+@Vs~f3@_=Lzm(GHAD+#PtAw{DsW_J(H?OI`9Qs! z51Q;&1As4>@Jln4ETC!qlrCysToEK5z^}_9P%vr03E4*3!SdP?0dy%C4d_PvKxfaA z=YA{^BJfc3T2)BwPA(uXWs)^aD;t7X`B3>>RgQC~k4QbZg$PR`fzsw_*egE-| zIS2>lLth!ELAes}SANJPb484+%tyKkOSA4YsLFDhP;)FnkEcw!%h6?0&*0eFymu-X zgD}22%pF^2=0;2Q-I|oAd?}?Cj`qP9+-n6)^~`OZgE?m%!#T=XVpU`QcmpH0Py%8g zs&7RLe9lVh)(8jKPvx$rI99@{6Y7*99t4c9U27upShzh3lcF@l&nq8l=-VNWa=wGh zW-`%ehaQLdM9Gp^&`sA$=sc*Uxtw6Sy)k7;k}!xO>|?}=VTGT9eU@|hj18pD5){*B zy5IEa&QLmbAS-JRV&duRe!VpO+i6Q$m%%{8UT$OY{m>JwPhluN*h@>+w||FBe@r_z zhq4Gvrf&1g6llHrCezXlbv}@Of~+=rq8oNS;yxxYXW~%{-W`|YdUUg)aONpKHH-_3 zPfc_}H%^bkZJroz%yQfGln9|i%gHFx48R8#B0Qfm7VdC9;1};C#bw_RG~RkCRmaPUKtss z?^RcR`t7%L>)6j&m!9@dO4iSi1^#cXX&q)%LJwI z!&cw%J4cSb^0zbQsmNRYv-cM31uIM|Dc4Y*HyHn8zzbp}mm9o*h{ z)PB;eqawAsIor~+{TE9i&%T=hwPLebSMTRS^P~Ok>vOnPwZxCZvX7FpDOW35b?o_W zi9l+zQ?}xAH?*uTdG$L`3kdlmQhMJrdx}<->!xhogDz7mjvd;(JK1SZh`ZVzO=gax zq5{*WodWSy1fE-@S=uIKEz{?jIpaM79mQ9I33VQ(1gJ_ascLkBPkLxPpMm(VWdZ{N zz4_L)HuCf1(qyPy8wTJ}>kLhy5S+NO=ZvQyS4+=nv0#B4k!iTOHZuZmw)T({hQ z8xA&U#Uw64(4F`?utkxAa4zRDKgD%7z$K+w;rMfH()T{6QjDh9P=BxP27HD52- zB)(J`5XhCm%_EzCXXE{& zaAUjhfYCmhDQ3xH-SP+W{%TT+|<`s63H(Q7^1OB{LcCC!(kO~g8%6>P%I7-;QztE`3 z=WWt{4?4ehWKDEzl(Co8{NVOHBPqv_jN&K-( zMr10lZz2r5l3hX5ytub|p+3w0dI;-K7Qp($IqJyv6W``toF!@S>(Y0lj?uU1P6P6L zjeS$Dq~s}ysz!_wr?{z`qk0*U*q7SN{55H=3Bb4$W#L9{U@4%El-~XZRhKummd)Kn zczY2Xn~%K`%0QE^0622uA~CdxT4P-ix_;i<0zI8To_JB_XOYIcsw&YZ5M29}PH{*( zieZ9-Qm>NL#4{9(if@^3_aX|*`u*s5C@h%6pSm4`1(y0R{b_f6!^wJNayZHUD;hT+;BHke-xm-n4*H->uz z%Vvqt+j>X!bJh8}Osl4doua0?fGbv-(xrh)wse!7jk=W{bae@3v4Fo&KP0yo#@~;r zn0F-SOy@X)kJzH197D!SG=IJ4lRyPwcN3?cb51z84__C!fOukyyYFJ-h1StFdj)x0 zYrCaRM8J6W#fYe>a9P{U&Y<*nF7R;#AIHif^d-h&QAI9JUgaNo1rCYkDNjrn6B?n> zHI?zZ)RWe`E-iIG?M&@=ol1SVEmb>RPCp zmk2xFJ(B<8*Ckz32t^X_ywd9D8Ue7xUqi+tI!zS59c(0H7v^Z zRsA>!TIoX=erQP~rIsNTCZlaU_7fhQOA%r=0=RUEZcqt1WYbQ%n6=8vC*71pm4?1= ztd0SD4IHA;_&6SlsWvd(*`qP%F-~ipSQyIZf7Xz~d~Di~AxiNv$WuXQfRWL`04`b1 zAzDk}gr1C*C=q?X3!TGgz#@7fRR^Lq>n_~`rr!IL{B>I*ZO4fekFF+)V`ysvs5ri* zFXYK0l-oQR*WR0M=KTKMPC?i1`cV}SRqZJedP17CUiIFPZeR#!XXAb2x8{{}2z$=N znrFl2c6>8a>@vxab=_C!Gx9ZF1*fR%o4QvpOKIMjpMKV9h;`g3O!IxjxrEB)W!q(| zgnY|tBrtmNW7)TO^Un(wu@X8hU!;GC*jiws)6N(Lw%Y7tmV6%!B1f?jW*^jc$x{j-R!#o)(0keUFY~fMr&S_GrFx0%T z9TcppvP`|J-MKV+&Fj&s8UKO9$&7LRxWXZ;ULVcHTnI8SJ)1gde!=X9id3h0$U5K3 zbo2H3m$?h4=5=rV_9S%z{InKswu_nwU&S5dy2!n;&}|9H)PGC?QCtBl<9};@WY4V0 z4VGzjT7T|}gg6e+CWxrdf5}<5$nw``%YJTQZp6Z>s^!PWx{)4G0L>TgcOyd5%QZS! zfPI<=j}M_VChH)*;HW9nc3toKWIU%4x+@;0jVc#tsl91zvOc;a?%!UK3{PVmm=0^h|)z8tu<2JyqA`Y5kKW&8w7<@Eosx_U?IO(vtS+OS$LW7{EvK2=_}e6mj|x}UzureEWv$hD zH`Eou2{-tIYu%7Lo;Ep9q!rVIYS}>?J{k(1o0CBRhg+sT4Qu+9T;{T7eAv$ziGxU| zuQZgsY@;aeH-$g~qc4Xjf@{FWv1TUu>hsxm2yMtJllpyf8X^pFXX}#h1Ed^}cspjM zfJa)6k9~p;)S^}+srIjRZ>(ke)x%G6^7(GlbcuLf+%aJj`NYvL%jy;kIXPPQ+n7!p z*>>kGmUl}zkyt6T*I{NnV=#ZuEMEw67^;X?@cLAKicWHea7>2ABjillcy=K>A~B6- zy?(^LiZkQ=pc7o*=2d=mu%TDS<3F9*zI17LM0)kt93M+!x*-W@_V1etg1Yq8wF9L# zdWD)-Wb1jP)U|+HGI=bO{@mRBD{iQOy$#(9(6OIX`|QQDUisO2^qb>YqeXkWzE2DQ zy9nKRcRY8?A&WP~m>fTO*`XQ><72XL(jx`@Sf%lUqmHv*1~q9k0pv0-;|nM9)|pOhjmY-j zNku78hrIF(X%QOp@qf}dZ@zl0vA`1=HZjlrjMiv|bfD*?SP|zo1{e3CdHXIVb2oy1 zbzq9QD<&b6T}ufAcgDvW305$@0<6yMU1FAnUec?~stQG$HJjZPWvLHe!I`Uu?v$=x zb;YL&&9TNLu)E9~qcf*%t5>s^eL*jI&A zlN7ufdN*j$elr=s8UWAwkLeab{=BL7Jnz`=*5;Y+GvrIBqTsi#l>gcf%tkqN);p}X4bvNR8fbT9)j&>LdKFlcXI{p;L+#LlACOphk$ zlb*>HJd+s!p+b1W;@g!2(O``$h3CeffgM0^>Nc*gkSaHX@2~!mbd{lV&&Gi_U@#8J zxO~BDx78$9nX@TEIy@Rv<%u@6X6DbL@m!B{M2x=J;uDY8qyAkS zl`T5Ehe5cKhTiSF!}E~#*5eG5d;7Ia@$(K8+*+r(!C}OTg!G{0bVOscc4cX>TiaRu z-ERf928NT1zlt>2J@qPmfiK{G*4E$Il@ji5C=h^f}L`A#TVx>%5 z7A_$}E=DO1g#BSOehr70H=R{<((l}|2 z{)lyOYk3xURhZmHU`voT79w>n_u%8VBzSNM^M7n0hio_55KXFB`oQCXHoFD-__?(is8z){zTS1;V%^z`+Cl3FP0G? z7RAMkMJxb;e}%o$Hw0#*R$OnS@%Wsk!P3K-RmPt*NZ?8c2@XPVo_%xKY-$dO@IM_9 zgBT(p8?=%ITZ$w(91+IWM?^_>w@T$=s6b;#tJ^n3>aMzZ2jks3kD3VYzl(;C)URu* zVl-!OpPo5PPv3~?H-dxu8BwP^xQZ~R1~AnkM#Kv>s``g!i5*M2qpYD#L1Gs|*py%f zxg%6$bP8~-b~d3{Hx_>|0#1>V_kB`Z&oSIE{Sl(j%nw+T-;|M6h^EgfAu!3v5<`*3 z_pGA|DE;{_Vs;?0OtmQljEbM;H-!Rp53zG`s64X!W!-en&w^2vSXQ6730jn(=?UH@=Rn4!BVV z0aHLp7>FkJI5diqMd<9Rhkny_Wt)FLI-V?Dwh3`IEC=Qc{SYNTUqHz2q>@*ixP`U1 z2;xf07K-RadBiin*PbY-$uz{w=OVnFpD>nDZ8yu%I!@)j;1oYy4tuz$M}fzRBBbET z!;k`4!c#!BI651g0RYMlaa^w#Hwp78#T+jM%a?|wCs z2WN|^4WUKvYSZ*%1U#wI0aXVGX6ao?r7nO)o}5p6`K8&FtT|=X0Da`vq$DwVhc$v` z(C{@r!y%p7$p@S0Zz`sFC)lQcjs4jd^iYpY(QL!~XYQ+9u0KL@R>#Ji8muBF?<$lP zeh0i8OKu}V$n8x>Pj-1i;FJ;F-#yVN5K z3TxdlIrK7^aqPy{wF1pVOZo%8N^N|zxbYEntsc9)kB`BP5v+;nOko_+4*Z&=&bM`^ zdnrluSn0jEyOXXq=1p@u)8Cc0bXIsaA~S(zf)ZPO4SRfWhg|&B7g<28yOfJRAx48R zRqjT{NuJ+V!cP#EJc$VudNTpjl)87-X_G?mVkTybThwa=sFcu^Csc2|%(>!zThkx& z30k?Dn{FdkSZj?&PK%kP*E%qbsLrI z`z=K&a={t%pnzb6a`Z=v{;@uq1#|T!PYZwznTvcfEOB{n3r{av{(630d>L zEUZnqY=685BHjt~aSbuB%>=66DBQQNAn6@@8DdRUa7eM<>(^~+e~N}*DE^@SQ2s=e zAVy%Sjk3Kt0NUeifKHB$yyvV7Lu06H2C`Rs{Hdi|Z>n8I%3R%kJxo%a`5I9va>=6r z+%snT$=*0YEAgl}XJXI0lU+#~jcir__y;!Mt|mdN{I$51oYIHM0(*m7z9#n*apCWL zI#HL|^OrJ&WFMOoPAOf56<5vXg>gj773NTDzqlmdQU-6W%TTZMeo3Lc$)Wn4#mfX-u!WR zvYDTu(XUxn@Z1#Wy5>IpQcS}-O^T?{r%ZtO#w?_}zmvckJa9c(>6d6pqHTlF;b9c^ ztT#tsgdR#g@Vi;kGy@vvGAv-=<(i-_h=G7g9l-KS=Twp0P1XejX=L%N5VOpIiTWG%GSE^44 zoTcp+V{O;^*aqi<*qk~1xh^^g`Q1{aD`*;A{mWMLqt>}ha>L&^6YHFiCqOoZ+8Z$* zFL>V>!*2Am340>g^>=CCy$XuQViFko!IWf}d-thSsJSy3v%vH$W^5P5&Cai7G%SHDv#8k`Yg8&9K5-2^S`Y@Tr%$4lymbZi! z5KNp~Y0H~UJ&w*BUxNoqIHZrvN)6R?2Q{&OL48tW^d6ybs*PIw04msUug~N9Zpk4B z%|SVz7_xUF2Cw>MCS5$U;sPLP7X|EU;L1zFi)z94{o9=d_;IC6zr>ApZ%PJedgv}k zYPNt9dj0pD9G>-HEG64$@w0p#!D(o6?6%!59u|JuL2zx#pfd!3sZNOOXh700guw9V zATQyEhE$Qq6s3-8IEVXVS@~QxJMB>)#m7PnlB*YcVKR+eQ#L{D480z>O};d5@8F}^ za~X*6judqacujb#mRyUj5p>yOvW5>H%x+nW=+GYKe$~$ z5jJh$b{SII9h;sMfld%(9l7IzQ-4UM51fOoPLay(?Jk-7p6|mv?4hpSU4Z}mTY0IJ zC5Yj-<)nbGf8d(H^!o%X!RvZHEk|>;4;wtH)2Flk_Wm7$CMQCk5AFWJFXV_0W*LqV z2-4P~rNZ8@5R7uC?OeJO`09_Ifl1=s=3?(XYh&N%O53ah1hB}|N~mf(89@)t>kXj& zbyXZ*n=GEFt-Z5~qY4EFoA7U*iw8yX1-u#(Z|GnlS?$05CLv1>zf6gXJr{dCcySCO ze*GH=J?+d`l^6HSluD|gw`VJ|^GwCZO_C(wfv1Q^iH@EUd#dr9Drx$0aDo=#VKJ;( zD>8EFn_>skymSlekstix+8KbMG(Fm|=O5;&EeDg!cj)~~)xHFEX}Q^Zg`TY}<|7}5 zlm`C*pvc-3?@~VT;Y1EZJL_N~W<6QM!R8^B#%A%yEiV(%mC(BZeO_^6gAKUZY@8!u zp}6J{6&$%&&>w_~vKluX=@nz4+xCC}&0jr@u+YQv_j+VgzFl(UaqhpMJHd*^{n>As z!KuMGNK{6sOi(JKOZ0hb-nBA~Z)7@k=UASf0ZH)1LcaVGi&`nRbZR)JG##?>r%Oj;OVH&yeJ?#Or67I$N{84-M)=E?rSEZUD`? zTwP;c2K$E8fzUb0PM3b7A`il|d0m>+L?Z;{8A2|-Wqd-sXKYK$$250r^EqR-6$Yj5 z5DG%6>MgR~J|8^!E~mW(_qV_hv1}vU-RLpm7IeHOs-u^DcX`nBs8~8|t1>OlxX!@4 zqBI|*C3$VKSMOLZOdRL0XHixC@Nv;l>A{KdaLK8ks^D74z38;btDt1~Z;j|wBKU;b zP1HBEPG`EkBenuqQ94dk*uT}51gJEH0U$CIqk8O?{w)+ zqpkz(bT@0uX>Q6%P8)P9s}^~DHRp2f=CvJ}%;?sEaHg0c&3xqc)7O3e6@<8b-STwz zseK*lp5-MbTy2r!p=LKr)bME7U9tKkzZZ1GL1N8^|@v__VsT~<3~II}3ny3>Wqf+4a@zn_^LjvFk@C(6UVXCw zc132TTxb^@d301U!=^mFS~l3@9W5}WbO1w$Cg+B0pU>!|=&GC!oQx5l;e>tI6fa$hs6cDPXErKW%DUIeDg9Dcx*M^=tKsX+4#VH> zVrtI3w{xmx4X?V(*AZX;_%snG_I3|hz5c++0`33su%e(R>J%#)XpN!fQRfu(Lt^Q-Qr-RcFNpodztCPaG_86O(cV-=^;<4;=0xAd~Esd zBdxa@1vlTUJThDGDRxaWG~N~abq*uG>|x_kiLFKMc}17G-pi+*8HJhn#i3urB?84W zR8-}d&LRKR*xS&E%o1@e*w4786JrC(wM%U;U}1C~H{BhSH!~83x6>O|t!XTsJ}|nD zv0CaCx5*kg0Vx@8KowIqNr@;W4_npO-uBHe7w$t2qdufkcAq0Sc@9r@R{1trIQ`Q_ zLi54B%cUjKt2ufiq$bAg?OZ;f%kWy+=`Bqz8&7AJvu4ZSCc%)#YeA-mA9;IYW?!hb z))_~_)okQvqvkmZyuFgz(A;Qb7Ymw{FXyRkVBxqnN;F^YP7<>2@-IDfQ+s6$R)c8H zvc5xDNAC*T^_ZU!%1WGo;<0!u>%%p3$an76)EjZ|obwLuiNs+PO1&vS8I9DDvvd=2 zS|WB;SuZQ@Zp6Fz*C1i~X>z@c$x@!XU`Q)>R;lE`t@73UMB&yVsK4Y&XtLDlN1DeU zvqY%LxCGUjT7Qmp`ow5YR*T;BVRkv=$k}-@g-8*nR#@FWj}}dWUkNU{vh8ql z3fYpfNK69QYh^_9HR>0YLf1yp{spehiQ;v$)iR$KLEp1?Mau1x*}Bj4Jd>PIeU}>q zY;LeAeiqc4+&!$4w9lLxu;?Azm8hPz#NqICQ_MS>Q_&$Fns3z#FUPpoeOYe4dHO0mjCllartTy*35IPl>4DPfVnj0l z#eQq|&@lGmU9%&#c3?%x_#8B@#y}M-?cRFITu(>)+HhCJ13A=qt)g*{$q8$T(i0j--E0* zw+|kToAAGi+dJ_f39Ybwz(74a5LRxVUL#-IH zbKAGY)LNn07hBP47d!OMwTPcc>@8`M9u=h89U{76xw#LH6P2~;gxpLKY%~2$!Ph^h zSYyFl|2R{{iCy|_12+kdb}-!=aGNi5{UQgPzeLA9r1`#bZH5W5Y>?qlRk2@2;UaXd z>IvaizbETbqQT_OXW6{dCfU@PG_x)Fb(B{O{te4JEp(F2$kMyctMFUT+}Uk`=uA9* z8b*nTjkQojdTEj8gXq9&D7KUjh>=z^Bw$23BU>r^&!22s(xBC{MOTeAIk;?R?n;u@ zc2A1kHj9cdw3YyhuT$2OQZfh;Z6-kV{SOv#)EcgiO>($NMkKy7upHA#gh@&+v;aWw z!hSe5jxM|#i6!z|_`?guLt}S^@)C$DHzd&G6x5TWk$-N;wf@#6J?fNS^9Crp#X9C# zI+lanV@6aI-_)R}>h2|Z$fyGR|JZxWuqwN5@B2a&6-ns^k?w8~5Rq7PDvgLpNjHde zgMdg&cS(15clV-u(f!PI?|bj#-S_?M$Ll!WulpklW1Z(Y&oRdsbNqjQ`m^?L`GGRX z7D#J#9Pj4+P-z1OfgI$!V>`ivobRs?s6C|y0vxj`I#Ca3v@V#$(I!_PKN>B+Xm)X@ z7R?D;AqmLiQJSHORKC;jvOMrrk)=iMpk{bxiWbPI&?4ar*J) zQ@HjAF)dbCiu9D=pGvMuC81FSP6@?_lBCouo#???i%|kkk%%%LUnavO9TnHrrRF)> z9%lqBkf@8H=##&+pp~tbGxYxSs@W-lZsqQtu-u{3s7z3z(hq#!nJ!~{cL{OID3!l`d)a)zpE8#%-b7v_o$eR|qjR8H6F3Mg zMN-yOB2Zi~rx&mGNXQc>Rgb{6%Vy zORf|zv(#F3dPv1|C(S4A9=NC?eZKVV0VUqe>m||oiLfDK#oNwnRi)4%EHv+8 z4D|6Ba3LIj89YF;SQ6EixR-IFaBr$*ug{*0zY?rV%VDC)@7YLa`;XlCr9ARI)Of*I zMa0ilGWMlhyK~Xv`Plfd-DQFv-nA6Hv8uT=MQ(;j@5-V|(GLRioowAq& z`A2rpex});SrfTgM&F8cT|swq&`>m{Y>ROAGK`ICFM?=)zvg;pt~P7i-`c{rhJfVM z7;BndUNsiY)>E@R&G!!uz&m>{2K%iThZsfL;o4ra|bS|OaXGb2vd;Np~ zOMf|`QaeN{&97=i`$}Y9a`3aPKQ4ra z$7%|{J8VOoExoG6wi20zPa{mZXtbsR-Quc-`8uQhwy`+*V_)Xhc?vG!Yh~LyjVn+$sc_r zz#57DG8~|;!R4q(n}#3#vdvhKs_#Ep03i+xiS3+&m2q3Loxf#g1ihZeonxcc z+LCHkx4A{}OH64B2%PLyo9Gci{aAzV-!_`xj*4mf6O;ew? zpUp4cAu^YX=s$v#QuixZGK$6jnUXpS_nIlJj(@eg^dc;liZ$;!fnpnpLtBjTSWXJ* zMkV%SRZ3|OS2SPYDFd>2B8B7|_l1-?8SVK@6r5IxX`0=4!!e6lLWXaipI?ecK>Sp; z#>(X)6@zV~5AU?52b;nj^uPQF4|Nj$A?82M|9pI&-Hbb$E;zf+uWIb+DgLPfGgLcC z^;ThGU~QjI{ihQ%OQ*Hub;fT`BFIQKvazyu_OuZ!IgOfXsFFPFI4QR-eIsxWLy%J= zl8C=F*FjI>Hn)cJptI|iJTy1nUtHLRtZ_CyR)c|ML~U7}&B94T@#8Wz3j_N=o*auz zQH2|6Ifbe@pMDA|H43{1_qYvxp51M|U}yr~b+8te<-U~4L345PIj2wJIp^B3!5uWV zhTG>Fq7>{A?_A#ZN!h+&e_q;SoS};8Okhd$sy95XM)ESuc;*DeqdIPZuYVa!&HA?sZZQ=IS zDy(R$>ms49trlb4IQSBS`qjEyeWtyiaU9H&RB|pRU>kXhY_k$WE~LmYGv9o}S=&Y2 zgTN!Z^(E^Xp~sl2`AS!*lVIEk^10peihBv_(mTbOF+MP{ezTvY1FaU^zxiRnZE5^r zt_zi~ib_PWG5c0;g<9JAwF!M9qGSfDvtR~fmhB5$g89ric6f`(%upS1@rcit?r>#w z-1zNpEqT%&V2MC7gWe~dCuQwP_yuG)=$ny?#=IfUMd7PrkZFCPd>KR53lmo+{?H|Q z{;h#wQhCV%tCQJDe07w5-avUahntGbrgAH0J($;WHklxY!tW#|_>5Q7Y`cTk=rS$G zoiViBUtaNkmI~e9FU(Np*AWq)D?Ts1!DuBC_splX!)A1M*4M3)`L%b~Oy0IiFiZH+ zS4p$%;v;?Z%j`qK3P1P0Ut5T&CCU+Jm%%X41FVYPNiLlkZ`2*QgUdj*8|AqNY;(-ybcJ$bzJ}Y z!5P*|KDx)-Bq!<9h`%`HpB~oi0i`5+Iy{qfMyRUOeQU|@F&e*s-9=U+CS}qUao7Sh zS!qf|F%u=j()+0oawm3x1XN%?OlDz}4ee9Q#CuEa>tG9*+z7?J4gwjumi@F*WF$NF zE>R#{r(0hP6M6_UQrXRN@iO=!*n3w}B=9^h#x?=8>PP%GRs(AmxGdU2Rj-PztW_>1 z*9qM6a(?0&Y;d=E8h&-+Xlvm+LRbwbuSiqKDz>fG1kG)6+z0_LFSYx2bT8NCoAX{Ybp z`O*d({ClMklK5U}hJq;f+`_>F)x=IwxiCW&Tv=%F^`S&+GgW?Z3-VSSeF7wZwAIJM z%2%=G`C}O$f&1Iojf^?Z?SfCNQi9o!ZBph(d6K7slFNbu*Hkh$z`?}aR?~pGmQ_0x zZ*Pv+rf>MzA>3r*xa`aK$<}n7)T?~P`k6DQxEYurzIO^lXmV_$`*zp4@HbYpVu)K_ z>Y{ne0LLx#xQ06eKa{&sm1p74M%zQ<8QgNw>YmSz8t{RzW%Z7$hRh4x25aRCz4!W@x)N0fk`GTY!tMEXX=7-H-@ z)Zfemuj4b8?4;C_hBeseHzV;BpT=~cz>0E$%SnQ`LVQjd>O3S8CCP%gDd|U`=?-Sf z9wF)d%eDA#k7{j$V=B9<;uj=mH>!o zRzOWl&(iT!tlMOc??p&CZJN~^cS1>cH@kcRx`&1q53?*VzON;~+1Ls`ScU#>doFY0 z{-bZbcsdh$6AOz8eN5@d))=I@ppAXQMy(UQUellLM~^=Xj$>8rztE%2`0l4z8w8$Zp2-l zc)Q()jTh>*I|#kwPTa85jIUrjFY4z_$xDVcn%`=~;MGDA>L)u(s1!`QL<8`cToH_3 z_E_HzJCfUKr2k?HLP{Lw&EvQGywVeg!PF*1#U72)@c=u?D$`UczeDqpkmbcs+E@Y~ zVGFhQ=H(}%CrMtruR9(feZ{APiKybn9xs?IU~Xyeu6_VV_)_xinis7}6P?M5*k_am zMC#!x!VB2vygRf)L@@zsSBiC>D;NuPJcS>St=?D;OKlxg-J5B+?3F9meCJtD_P7g} zE8nYn&0yus{q7dgiwni&IU)TNbgR#)@aFsMjsJ6ED%Av^WZ^*H)NPUjN6GzknBc&7 zDK97fb#n=mR*v>!X*$-oAMKW36m`b3NSP3*N57Q#iv+7sRZ3*Aiv@;87AZ;K6~R5w zFj~-)2I~O48s)9btvAa2ke{p+<2+UqO50C5V{s@3GEHC=XTo+k>;N5;LFvVP^YWlW zGh*xAT~V%1e($8MMz{e<l9asJ|;YtENQGQzq)L{(i;Wrq}@D)_~Jc8H%@>*tH~B7>BIZ9@G@=XZEF&avpW+|sKW{Y0 zS_h~O&Leq!6XgzQ#s1WRhCgRBtK!6d&hGfQE~SZ0n|z>TyFBtuuCToJJJc6_$T2OW zw)s2gJVJTbpBIBVQ06x@#>ocf#}Zq)2F}oq-q(6s`%oZKqAiCpcqoyE2s|HiVjHdp z$8rJ2bDA%sBdX#kSxwjqHJ$}KfGwy#U_rfZNZuvQU3~bf#!2nALwwmbjh5;`Z&8qu zc4B00k$|N#OX!IcwVpy_o8_u^m6xcrdVLIcVgO`QH_-X9t@CZLXS?4Q2NU(36;1o1 zTt>81=1JqbxNP@%9pHJCl> z3%S*GjP006Kkno!Ur{|~YzwtVAr*B%N-kgIF9T*Vq)X$Ch6wCS+tCYBF98=vbE}4K zALTnH{i)W<<9TNex#OLL(l{hj0Ynqz@{gFf^J|SJP}YlZ^$*0uvc7ZL)8#h}1ByS` zWC&L&7&u`Bqxgm^unB#R-mYiRw3>0^3lfoc@jA`O$yE-&btWCh7(GxTpVM0)P2}3z zX?Ip7it+n!p+*Z%~@vycpwn;wy$-kB=PtsJ*YxU^*ucZwJP;h7mAJ znXb9BC3&O%F?&cTl>IX+mShVDzI|+odgiC_+M_RK^x{VP>DtY#n3dX6h+FJD=7r@< z$>ukN-tq1|Do6EwFTa`0-BCq*%ug=8zLc1Z55<3t8THW0Wz2SAu+d$!(;Q>uD{h*V z2s^+FWprws5>$TMaq>*@4WNEv_h^syGT`pvF6=7feCUaMZjbdOXYVZGw{&-<*(E6i zf9qW7niHq(8CdGQbXbjZVa}lP3CI1skHqA8*;AKU*Q9fBycZ?t4%rCw5IOxExu|+R zdje(=PCBzIW0~Y#R1=QgpETw)4pD^#1}%8DAWG0O=zye>KpQO%VZL@~BVc|7< z*($HAsYicX;|eEktSwh`zZ|o@$W(iz_O%%nD%~oA}IBY&kb^KKupHvt7hu(c+7VaD(*ts zwBxN?szL-ic|)ZzcG<~OZX)r96W6{CKh{jlab65 zQJ&1i9+kdKEx4-&+h|a751CgkSuND_#j|@-q6g8w#O&En5-5jJ)#XgGH-*x1biF8)`y3pe z1GF5QPw-GlNDN;0x^eAznf5J6W|LEC8E(CgemjkI{$`&~f2n(9ugb${$c~@ec3lz4 zB;$$xFHa`ZKIbGO8kDo2eDa1Q=Ml0AY)EN;H+Jrj|LqS(925a}Qr&r5?aH&`j}Zs~7R3lkFyYa;M;~$gV&*mm8^zq-u zKJwS|&(O(o-_Y8VyCHY_-0ANXe6Pfx{@C;`MK4{r_gFI8ro1%@;-hXcn@-@x>5YKh zfltRjj@DcB+pr-u@Fcw`Gl1J@YrJAG%|W$%ZBAX2qTnt1xTfkUF+*D1m5XyxXuB}w z8@{!WI#iVf3Z}R#HQ4)3Zhdu^>5P8M&&rM>TaqHmd&w>7hHQ5y&0UMCZdgg9eWDp2 z<6QM=yHlCyqE4ACnF!3c3TjD8Xn{(Tx(be}MHSs?W?Wvy&RF7{9Gi4`Cp0-8TeZdI zgmw>ajeAlwa9e-e`!X15?1lDJz~W$z+O>@LWp-HR1d;RjkM%!fxXpqg!nOPp4P4Nq zlo~D_{#<&JRAU<*zY^ijIqRULZt|XHuFOOxx5HpNk2Z14IG6Alo$P0p%l<0P16`a> zO7rb#X7f;3T1Tt5#OmiLf#(&>ud6GYk%%@&iVd~zzcpAZC%(t~xShE&1^{ALjjF0EK2@j1ef-P zzR@`|XWk^zqt~&=gG36wV|w@Q>yfXpkfCrnO_lO|p?#QXjV_mOGir;5++J)&c<7>| z?0MXZe_El*IJH(gH~FK?6@yX(2L=n>;uPkA0>$a1G15TCbhHrnb_uY#ZudDOhzwuc;*@)O2US!Q zGUhU>Zn+*dTI?=l%1Y^`3qlALV{%1A-8_liFP2SOsEugccLcOstJ36Y)1OU)87oHi z{)BV6UKk?J&Q)k2VqWIdQy>1P^d5aL>B2sOM}LRYwbkHyn6JI2zk&1`;2V*@b z`5pH*b%oX~iV=y;?Gp!~if?s*^tY7k8{!pVk70i{>}TDqJc^n>g*$MgpKYbBDT>Am zFY)v#-dOc>O}=y}!Q$Ih%jXrPqf^@^}Oxlw5=_zVN)0B=si0m!*4mU z8LptrY8U}hWwhu=%Q80r(kButoJk-6t4EhUVk9FDy8bB#^_YGnocUC|o`Y~gsp^Q5 zUTcKX&Z-k37{}wr)7UJ3q*T#r@>rm742*|_NpGB_sQGZ&hmSsPU&4w0NLOFod2q8j zSE4WH-tMV-wWOm3iFEIj+gBhaMwg({JkWMEV;{iZs`oo=*Bqdey~1ONiW-o1&<+c+ zb}st)CD=EDg10m9GcB5<%RvBQ+=-%$P%qoN0l%&=ZJ)4ohQY&uPx;b1Z3s$KSSUeDl4cFI#BV#BhTh+Y$-DsJHt8g<&sNmQ|W$e_67b6P(t;{ z@6Np}x?oMvuoALAi4+)#t$9H&GitdV`bkUXGO`Xb?-gEo>Pqa7dc+JXSdeHa=n+xf z@@{Oy5xMw_cP*xjqEUvnbdE;L=)vqKEy$YZp|zaWN>4mA!I_a>)7iakPu`i#p+oy0 zf%+(coyd6g3|}Eekte(Zx;2Fn^N4TFFZ=MV#Z$z6eZSW}_C@X~b1=*`-l@HMuitr` z5Omv%PDzL5e9l&n5ryYC+BwW)ZrhKyHO5t;%e)t4pXtS6MUKHGJ?pN6DLT`Wito{Nf`Wk=e4W{G@nSf}Hwn9R;7xZaMJJ*dD zB3T07;}JeI{?ShE(*}cB{>@)r-|sI(uap`mq*TZ=&yNtGRaac~K@Q}0ds@-SZHfHR z=dCd|EfC_j$DeGa!k+W+MuD*fu022ecDa3w%jX_rcV*o&!4Rr+Nm-b#$ZTigD}bL<^y+7tCtt=RJFPp< zi8=YJH+5mQE1FZ!KVD(K)pi~~b%Hs3(HZ~IX`bqAl?f)jXU1$GZb>WGL2hq^KjpzB zW|SVkM)W8W#KPUKFFY{8I?HrLvspvzu~Lo~)3VAk&OQ%R3KnVH*;W;@m5)^6s>;dBM(OtJINV z{)C-N-GuP(HwD+7KP3i-NLk+~5d9_7LnWsB%|U5DaL;@!R z7)F^D9VC66kd?+A({pqvbj!?bdV07|6*!Z!9KVyTzV04lp%PRb88ar6`Wa;RE}ng4 zjEuP>zCleGSLs?V;n)g!tF?+SXD7@i`FCEOm~Mj{zSn2jLSwqwYN+8+jeQpVy;?}d zvBTyK82a1y(Y9K8OCs%&o@;LT*>dG&6O_e{+YNWhx{$vTLTs{8o2jZ?l{@p-(NIYt zQ_ko(_Ksh+!a<%+`T}i`OTxvZ49kcJA+NKW&UVa&kcmW!!%LB+LfZ64gS7KoVR`5? zoJh=9s*JUBmhgC5W21`XmKBRZARqm`Kkinw;`mT5clO!|vsbrw2N zvh36$ek>Dut39ikC7HhygG;dGpzT3TSnL{ll+hfX)m-V z=rUF%XhM)p8NFE*t5xY#uThoD;xavX1|{=ca(EzCG-k9aGf#GpdBaJS)Fy=nIRqK# z8d%=%fljs@RzEd$_`(oRADj0UTN1)MHL+}44_FhGX#liRyna;hN00TmUJs_ z_b4d4W?%pOs*nja1Alwc~GxiX8ZqQFSAfsAVS1)(QQN2R>PJ?5Zh}lM87U5_1V@5gE|BJMd|_&%Fps z*I}wNNKH1s!mw(0Vz*`0MD#&J#*EUIeYb>8VB(QN7pAmd`(rQQ#cZcf#hx|Wo>Xt< z@5IMhjPB;!-{->I2X|)jBQhD>2f z4QqEDF7NNXHS1}F2(HrqPT@uL*aQ>2vlw<}bHa>}?6eU7(u!mC=p?)y;x%&uYcRwg zuku*YQa!{=TFAnxgt6d6L$%7baf^3^KdbvbVoow(-d?uTWgCWf``6W3yP*91HBZ7 zKl;#HC~Aw0u)=M)U!(bKtVr5%;q8d%nQ_mR46^!sNv?UmbEZi`lZ~DGkF~Ifi7<%M zS5Ap@BLb0!Z~DWP@g&%heWGN8eHwDSR5oG`VqXzG;H*Ho_<1Utl&550c4TU8>s6jO zEg+FX%>I@x(mjdpIBPeKf7F(!BT$#F`h7*=Tcvp&>G9TDd;m%ouWpH= zK-iJ^_3Ja3RGx1=Vzee3%B4M}glX*d}IF}v@-_YtG47rPR(TY%4 zQo3yZHnyI#Ab0Eaxj5dVI+F|ORgy^?9puO$jn*0?O|#-w*Sp_4dSQiRb=44gwnN6U zY|SgXG%iOz@Lk%)w^Q?N&cWg54L1Laop=nZiGA|AQZmEWUxm@g1Vi&II%yxS6`5~~ zA2K~{SZ?C^)D>h^TYI7%m{-)me+Z#>>ol!9!|O5J%QJt=48G!>GP=~o1I=UYn&^7lQ@SnbZxT3Uwf-qU-%<48IWP$m8n_ZaEY%945D4eiY z8g~Anrn8!@I?-1bZZnU)c_IriE>fC23t|gnetKe3bCH6lq8ArsD7;p)NyR{L=C_rV zEF8RX*W$P;#OKqw#m|>9k;jt{v@@F@@SIRKWq%s&_Bw_=bF9v@0XSR-#h!iYZh=6z%ux0hQbGg(H_78gHZQ`I8N>1 z+e$!H&y1dBmn^D-Nl&khn92*Cs%+Wm{(90KEq zlNFb>XmwwpHf5RD1>E%(pu3u@fBZ>5H0_b}pG(Ko}F%ZRi z6MXzhVFu*GiN_uKek8a*GzX#qH2gWX zH>Tkv;pOXGPp+d9vVRX(7L!@yiY=T8;ySD`v;qrV4DX8sC;mp>`$O@MSQQW z4O+W3Sw5LE6daxH+-N1*Hl@TRQZ3`rOP zgISjY7PV|PClu}}q93De|8((YohMR2@VZC6;rZEu%fS~gEZ_@h#sy;@e}2}Uuks4U z{hz!y+$*2dp_2pl1-r#nCD|M4k#fk%7i~1oli17@O4&dx=^$m6p=J^QhL&(qt4_{RQKO01M+(-9i-@V2OCUrgB z9Klul@wq@FBwOJ7-EN#ma6*&VGbYYHf3Glk;mZ#*ItAVSUb8~ya~yEb5Pfhp>&6*+ zP`;x!ESERL#4w>GfC>}JFB_4L9=!b1otH&>_>Rchzb{l^|L2M=U?2DbkCGxhk%}fU zH65olTfx;}juC19|I+yH6g9dlt&|!V=M_{Smk#ioz7uVBuv7yB9*01O##1l`KT01} z(}EkSSW-Rm#YcG!JXRzxCMp|%?vSh_1`q@&%(L3*$#3S|ulGh>bXTtBnGW>8I4z?!)Un4q61UP|woTI(|G{Gf|8s;yFR>K9?K0sp0 z^NsDh<@lgRE4{Y)etp#fsV-3NdDJf^48?hT!#(C;!x!k<0hs!zBMxSPDqK}lih zxF6fw!4gy#CPB;%<1G_9@I|zyI%N>VG(sN%yf~^I`f0o<53@vW=?K>J2Dft%(RlTK zQWRWJH#FJ;Qa!b}?vc*CrP{SCASlQ?eXDEPE&-H-vVF|OfAvNA7Z(CgEBRliJl5Ee z;HbL1a(*0G=0pTj<2wR@Q{&6kUND~$ucng^PAj%BD>z$OkHPcgg6rOwbMp$N-|LV7 zNQcP|<7F?m##|?pdvTB7IDc0wx(M+)kcEFZ;al;iZ0V*+PKY{#Yrhcl9AD-tF`j`#dW919VV&sW{T}Vg^6kleLhICInBz3 z-@vtrPvEXgAU3-zuFXyUJI46GWtMus$yrm96<~Wr6^yIzUj_l&q~fp{!{AGBL9rEz zy|*9BB@*?Tn*Z`@N!}YQ1lC$*x!+W|C59{I@4#TbFL;{@9f&BgU;s=|0T$k>-(SGJ zqqysr8VbQy0H*H&E{=~W@W6mHIZnOA596Nu(pq+v*IjV%?{L%qwsAE%QV%&vphY-= zV*wJlB~ylFQnB<4^*XQ*_bdZ!i_B~~-3okDo9-<|b`{GD|gbF(+R71tQ9SP$HVN9;_n7og7 z;FX|)>1o}XGvMn)W8T;8?ce? zYae%aJw4P;0COySS|H+x=9S3tE_)vWOD2gR zKrELZ1nUcRi*RwD4|rmXasdNt!19!{3`YY*fWKT6@i;I~ata1I$A9Ty4SzZq-%>!v~%_!X5;S;d;4{SRwO?}0MhdM`75%vS5a z1+jmlpn>0J(t;XTRtDayzkPXGDZp2Y{jM}>#r7}X?caXti}H_E zI4c#rV3(GLbhiJgy`UHP0=W8NM<;{^|LHk^8@r@x(&coumDLKj(V@y%&3nPj0$k!= zt?+SjV#B@E2Hb@J!v#x-BbyZhEn)e?^}l*K)Dv#ghAHW7^h1-Hu^Rflz7fD9ICg6f z8kPZ~2N^zn;0O}P4xu4u__V+4yT8xY*U#rMi~((C2x>;Vxi? zmu(p&nC2uxunEA8#ew?`O$0>Vh>&PO;poHQhKB^O`^NB**zW;i2fDW# z*yg1>0j;UhA=#yq%)|Ad@{b8w_``Pu*1`bb;+<$eLkG_omrsj4+^PU801oBY8D>b1)RHf7FhLZkk`x(T2va#kZZE)&h6s`v*B?GsVvrV25bn zK11cgdN-icH436SydH3vw^N@2C@I8cF;-bC_kS=}t~CCzob|#VQkR{Y1yKEXD+eGl z`(<&SIH>=iXPFk1x6oxJJQqGI3HwJ<2~Ri?cvcnRR)+9NRqQe_TJ9`}WEF^v#bAX2 zYh^6$`+moIH4o3rKm>XQ$CUN(*hMUW4BC&Ub%tSWcg>W$KaD@y<;^0p(H$f7F67<09buUgNv z1SmT6PLXO##p5%lle%P2u$Cj{oHi1-;@q#Nl3oq)dVEgt!Ic)VtUKzsfxX@UL+KJ1 zM`0es;O0~=2%-4m`-38=YD93{MuT@bG5LCK!&iGvK+3F0?PFUrg)f=f!I!8*^Thuw zu4n*Caa=?^14LS4EtFL&NB%VYy^a@{r!o1r{n{hed4p-`T5d~ z1)Jpu$A{GkA+gibi*ka;WBD9lCywL;LV$jdlH^g8^V@FzI>%Uo`&`mv7$=hma=$D8 zoN;{!APICI`{TIcLWkaaTN*av2ztEr(<5^RWv6TiA=emIs!R-X%|SoHV`9DS@w}K! z#}r|^oe3^b-xO>u)Yn$uz?aX zDzGdt-yMR*#tQIk5l4ROX>QE#EBfH#VLEE(WBc>;!(|&t%k@Mdf+jQQ~C;-rG7fu9435@ z`e^lJYm`eq9Pei(ilD!E1<8K~Fe zz;b}pyF4k9Ab|JQ=*tLuQekVodB#Wt!0Q!BNCcqIxf;t5AS6?i_a3xmVu7m{2UD0pHyT0|1G>;jxbr7Zw!Lp>m=d(h*8dSOEK zYN&vUXcdSqCbMmkee#aMnAW4mwB^EjD_E}C~ zkMq=j*>`@!8*)$&Mb-9^MD)g3{NeXJOUwt^dHx3`^_=7qnkM?Qvp#*xsL$iMTXuJ) zCc8-@j_>L~$0zrLBiLa2LEdd<59$dOX9oqxhoOS7x2H`e!>K+50`~b%z^85;i#qp1 zT_O23$PTOTL8I+cm0(Z$yf&bH5O#zOnd+;Q7)X?YO=FvEF}B_U1op=^cb6M}M#HS1 zL5z)G9`wDq2Gaqs3`sWcPPA*W%UP#}w*7B^PY=t>J=X9=W zo{|nn1@rywd9qO7xoI@Ru8m=9{BrX$UY}(2GE>x$ruRGXDvNrvx^upd_ry_eXoD3t ziCqtyw}-8|DEuxWYmUXp|GIO#J{wms0Yy-9b7}hl$r=+W3zI*_XPxcIqGVr{Yw&bW z*(pXqzC)l|yd)ZpTEc>LimZ(LDB9=6=EZ85dJ*xx+YABr#Kg_keD&YF8g>c{fwFfh zRkVVH7LB*|r-6Ew#C3Y)V(}?`C1rZe4_X^|^f?_5_3FnnA@M4k<;>bO=~TunBrW;v zDPXIAABmaN|NV5L1Uzza-h1Gdx-HDC)ydGQxQtnB-eC~>7$s$!yk#i_pY6p7MY-wZ zgv)3qL`J4n_^lSD;LOeC@i@cduw=7nUhKdPlpZ|G&H6Gwp9Bp0eQzweE{7Or%$Wjm zyKeQLwSS6i{~7m0$tzxT?hCZu@%)(DdDzUqoOvilJ~xIYu=}f1UB@ZIf;!B&7bJS7 zI*!YayqfC8{m{5;@7~Fi$}PAaLsXHpt=e(chs4oUQ!W5R)f_A@!O<*vvUy{lLrr^+ z=h))msB6CGsBP;f7%thbKx?v|9`#A*cqte!ed9Fd(c=Ad9b~D)rttof@aX=ccr|gQ z>7?92?fq}@rV0XVvLAAwpL^=Qa?^$-&sl0bSW!9R{#7~o8}?mHNI+* zj`q2NGgwg}_vrGBB9J)F?jdR*L40p0RP!lvtaHEMbrOZRZ}ww+b4*Lt86ua>e2o&Z zp!E8Y{X=@#bE8mVz7aUGbfI^D>W{m^f80ACF>*CVdhXnViGq0HPfcGDGLxov5b^<+HmAChR8cWcko3g2I=(Iy+h^4du>~FJM?67GZ2bU-i zF@>Ks^M13vJG5^~^SXBY0Q`-40M|plGn7R6`Y;@K?YYZ|AlP!86WtW2B-el^#fWZ8 z6-5Gza%ONfI5;@17EJ!~9E6lZbYr zz2bM+H$y@tO#jJaKBLlziHsvMyg#LG41;zPJ_x&ZeNUv;pS+NimY!zr{IuwoPQ5e1 zndpkn@p?aMpa8ayj@VQ02gn&H-jDH-$)2<;fz1ac$#9`!p#JXmI?o|YmDIXF;%~lC z$U#kN&+q6Jr^HfWEbq$R3gJ%$br4x2H}mN5cyk&KV%Cviz#e0^*yRTNMJgX+7V!J1 zAxE<`Q?tRfn(lptSuXR=L;(ktbd*Ad@_4T5X;P(Y-tN)Fyvrg99@7KRxR0erdpfGF zvGN`()EtB}jtrR?G$xCVV1mpyA%sXqWXR;O;xM_X1)j2gz#|;z{5;krcyrjAvQ|U% zKV=2~`R@EP_;=xYYLN0x<8DKAGo*2V8xw^_*o#I736+^&F0}dzE3YPIJ2M$nbE8Q2 zfsyi=(u}1KGS0}re7CQ}SD~0g?=5(|T4(4Ry_}%^#2#VJkS-qUMWc?5xgBCZ4%T?~ zhyA3#c{hK*`PGHPr_c49K2hw6b;z z8YOun#%U@oLSuhx$#cJd7${iw4#V0}UGT68u_o*7C2VbcbOr9VExldH_YfOFETP00 zQ~xLstEA|;`PAQC1Az}bLsGlw0`aVj`2Qct*nix1=bT;Wf3g7n>j6#8VN5yOxKNx6 z|JO(V@{s;7KXT(eOn6~zbNPK==zq=t|K;yZ?P7chOz7W_tiiMXe`b#VpTDPPBick~ z%^kzCwb1&vZZ!Bdp8aSDSzXh+!Z|J!e>2D6efalbG;yFad|yzS&f-O-z3D z)f*9;^%ky=!+~?B5n%s%Bf=U~3yxpzf4{94Hc7B76SjkOC2s(>G}j|HVX8YC#Nm@i z)#m36MuP7fu0%Y>gKiQWVkyn(h~Ay+wgkskzhHW{XLUNWWZ6@{!kL6LF0yCzTd>=x zu?sew1ASyZc-Npvyg+rTWL^AG`%645bNOe+6A1zlSjU)EUB#b^8rRSAVi&}#? z)lDH*GmFB{lr5Nh19K%6bQvvfd*0upUheU5qdjuE%RCdRU*wMI6g4g6b(JC3v6IoU z!AXbsx=sG7ApF6-c{P$D)1N94^vxne`x%jp%_Xx5Itt&@&yk{1CRt@ATFT5D*)0a0 zJh4E7ny-%Xna0P>J^yj->whlEVnq!9j4pUa1_6N-5=jj?IRJocZZeQ@y~!zd*~|?4 zORVGlBEI2S^{Ki|kD<7PLY2;6t(VQ`D1l6y0bU(V!$GHfOa~YJbuhOhj49(>hs6fB zez;NRw#`ZX52p8VpyC*@Jy@8(0Uv$@drxd&_mwcpJ=o3l20%kM{}{It1zvoCs1oY5 zos;z-56Q~~bUnwL=_E62zi-XOHabV2B0AbcMdR6`9))q3WmY`*`JMh<(JI-; zL+=c}oOcHc^^nOz?PsdEy!M+zqO&`orD6;>)SY@3MyH(lDZT-;{S7Adr+*u*gKdxN zF^R3hyQJk-zjz=R>BF{Nh8_B0^)H{_o80vwREXS_b|u`kDUht*B^19bNRn`3*B_9! znGT}t*WtM}(Anl;nn+X7Dfe(sH?covS>Gm2Q*zQE=fF*#+&dWKLc?fDKH0<|X$^B- zlDFA(^T>YA$TW;3_%zQ$Klc!n6!BmpD4SIx9d-wPSO*8yT&P6coHpxyQrhSOw1Iag zpyT}$B*4tO5h;^?5S>h$4FrceO7 z!Va6RvHD1P&^QYYZss|oE2L^Og;I-4+c*YyxV1*h>u!16?#fxh*o{S^7e1O_F|Ae7 zt_N!AReo6(vjIK-xXa@Wyqc}JY$0WLn*mq*Xq%ApB%N*6LjpZNjS?{&_FuK=wzo$4JMTe7TvffK( zn_}16vwmf`^KhQNViKI8yi}c<5}qv56*&fNm7FhDpu$D+{h`C z90;v7ci+%Gd(;n_k*1)5fpc*K-spJHRT%7x=NXKmSEXl#=reyb3~_w3L&8yU8FXKi z$tQLt$^3+&NG_2-mZjmMg|z|C7hXUf12rze4DGil>$RR(aE`k`{wXMxCdpAOS{VGX zR8ewlKVh)%YJY+AL$BuRoWRV0r8aNLrWQzC&eif)ZwXbnT_$qyd70bknLgu%{+u1ro@ekot|*v#*-#o*X;z5%MH@3)T88rP6|}3J?0Ve^aaOtIprEc?9bk2sfIN z9iK-Q^tX5dz`S4 z*7OaCK$}woJlB^S$9(7GI2|Q=?)KtsY zNV(ycM!IVIih$S$+M^bQHQV%%!MH=P{Knn6E#|74*sa}$XQ}IrW-Df2Uz~W^7p>Gs zN3Lr1Dh)-w2=UfYPZ3w}qVWjv-Lvu@GRr=NxqKyspMACmn2K!R_RuM@DoQ z{Ab4S`_(J_FpZZfeym=yW4WpfYF8n#pEie50zl*1*ifxmNC4@<fPTdS~T3K|pFj|4G^vkv@-N?Z> zE(W;@R}*+Kv8RChEXO5PYs?hhY2AJ|<@to0a}RXa@qWBKOHwvx>Q9Xv^85Ms6r2qLTq z?-rUY<|US|K5&Lc@~^yej9EC$^DE?eEekq_eiRbjN*7O#y3D3jXtq*WTuxEiBtw%| zG&=h>Wv-}QHuXKq+pS_WuYKeyvfS0lv}`Ag=NpP_o$PqZ8^Nkuag{6vK2n_5jg>=eDw797+ zBweh>83XeBG%xJs=6kpbz)+vID67oFm)1OZhlEJRFok-S7UHM50VGb&KcS1^N9Q0M zrwB0WOh2aBgc=x8km(tcw$Wjf>l@A)Dr%P~cCdtqf1t%cY~0^1PJ*#TrzyKH)M)uO zZbZhoJzmW{CP+e>f9z*Jnx3v*T@<*z+OMVXec+5!iOmxX;&yR(dtSfdBe{F{@Vv0L zd>L&xrWPSRkj454sL^2zEf#p83_2Ttr5vH~#|6aRu1mUGP($d*@Sk}`l@h_US;Vf@ z`J1|XQIfEG)oDM@u%Y3~8Rh984)_}uBry|2kWy4>wojq~X#EFe zx?e4ByDn&eT8*u`#nGfOxEBS|huVwd>2JrVh>PUT?k1`2CRo1Taun_2EOKv zDp4cAnpP2y`ehf0bB(Lopb@Z+w{>uL-I2m8K6qWt=*&#Yg4YZcu;aBPgWhuDGJI63 zZX@UY65DzHTkMWp>bYXh{48^>!1z}_<|Be4jUgl;#M|--(3UsX)$n^vb}wH&D*ljgRtXwFOzy%Hr$I;MekESSMH#T;Ax7Q(Ujfje%Dj^ z3&a3*S8mTF)`a@$^d4*`|Amv{5LGy_qpa_hKD`yFfM7O~c{G|2{>g&xVd~0VcvsW4 z5t{iW5aA-@cZtA6N&j|UATB?rS1AdSyz_GsroYa`4 za}T%OV`op{lF};~70BD5B~CY%qz`a>5cghSdH!~H8^pm$+5W7;UbEUi4<%`_)|-ov zV!R+MD#;rOF*un;M{v+#Bgw2#GqiLhPIg8cM(G)8yd-v9tG^V-+s|8G1{J#2Pc^=K zoYbm<#MiLg)wmwz`c9mvdk<@59(zV$`#?MC(QNB;{yI#+Z&O;|57t*aC$+}gu-0!I zC|Xoh2uHT=K5vt?6VrPIwO~5KaURD`VtR#pmv>YoJ^C_V<`5)R`p1+bJ2)0@eqCuw z3d3i4C!|vGu>jby=|RN(5$Q~-a0DAk?c#%O9Wd$vIkhpYwxDr=1st=KZK{sxXx>eh z;~_DIgPc?O{8g77UO!)-c4OwB z4S;_HcJ=WMPi?T-gd`xQi&O!Q+h}B&&?qybkxGm$O#9{9nR%l>b-@J9`1%(VN&yhgwH+Mk?>#0+c z9-Vd|_&J2O3b{w3$E^dUbVanarVewjkDnIMUkr8=A5pFP%AM%;r zzjOv0{!4Dh&|X0mLeXW0OY9gZ;IRJrPScN`Cd`3}tRWY$)S}gZ6_4ac1vmNQ{ssc9 zqDqK6lRh1OB1FC{I0S6sLVxLl-s%OhZk#K;!;@ImIV0EhK*<;MCwm_QoXdk$o>Q%o zSI)!TB?xd#F0+sJJABak#m;qRNx;T4n-oq5o06j{Rs4t+SQ;7cn<2jVq(f`FYT=`f z=cyNTZK6ERPs~nBDP~uT_wBTCq=vqS`AK=lk^!Ti9HP1V2SAVk7pGpp&rpV&m{iIv z5sJ$8V<-qrkOQjxW=_=zj6U3OxqX29ONgx4w?}x2*L3MRHWvl z{n^KP%BoYr8ow{njuBN1uaR}FSi7{SOM3%_Tf1Ta$@u#IrH*0?8ce2vrt;6EqhIg$ zI`Gf%RuT_|_gVMSHjD-)u+msbg5djZC~i9*nKDf*OENW(E1ANjha_k6l&BuAz) zR0iSJXYZ!wA%vnrT}N~4{8PL2pH1>deDARMX zqQ0L}??{}LLuF66r{!!@iCdi@ZTbG=q~4v!o>z7G(eT*_p~fhXqU7^jJuh}YsAjrF zNU8B_wKx)j@3%W+lK0^#wnyl(T0DI5!O7aQ;*vRki{OeiBsv!Dy$9-ULmG9s*Mh%3 z%cCOOWc6flPT-j?Uy12%utUx1H;Kp*sr_YTbf!M}{Je6q{=Y&T68J{d<%9 zAn8`f0@BR*FAwB8>w6>9leW9Pk#)spc*<9Hfs**f%hTj!5j&r@)A23u#m8Jwgc3^C z5?Mt~&^?V)?sqy3ljlV-v92F+ZC3ac(dly?u^^2ugWhqo>xyiLs(J{^>gf2{h15Pg zqSfItqwq0BB!6s=YlJ7k`|&|SwC{2WN@@nhZ}W3e5giUc9j|Z+|DaK_I?BXlmC9}b z!4f9~|2kt{C_dmz;*WPnFz}dy8|x$~xfhJNn8$b zi3N4n>_SK*+d_rOmEIVGV5_#@AOB0dM!@x`7sL% zyjG85t6;6t^}VybdNouhkz8{&s3l(6*qmLOc zmpXS?20&CR$Z3ak;0Y|5kK(ih=N`mQvx-cwfFd8yHW4Vej`0C7=ai;kw05@T?c_VcoEy^(cApC#innh@3eL4_yvTAB3hd2l?+s!`FZs8>79*04-=PW>h{VpSMW0OG0rhM|PEmIfZF1NPM~JmiN8Z$=C^f{#;nmDY2}p zQ|;VVo0sWP4e|S?ytQpkR(m3$wDoZ_yD{1kb#p}C3<}R6$vUh_0K+~Ti(XHmEi&*Y zIN=SgXMUS0QB;i&B&NtrwG_edy$0so!=}_Tze5wvX(!EjrxoY_XswL&$URq^o%TjW zsi>v&63bvlEuOzG=2n6GG8p+02h@7`C$F21bWYvm2$x!O$`-7SWyw$FuO-6pkmPnj z+e1xD<>|A>tM}GA?we%(+cWlYr^)sBA>K;uNh{nUKdbO>bW{=tU{(ZPHY(SatQm9l z=^xXW2NOBLvpOnUVxjWM9m*80ma>iFKUG;uPi}b6bXVmIUrDRxmyPqqF4l_3=B9yk z>-Zc2mGJW23Cz)EyrDPQYBDu0c^eR^4sJCvls~G{^LUFtjelvF!!7Eagm)8Kw~^!c zyuf)G(X_U7*LHfP+3LGQVrCZ~(O#pqSjwo&Q>x4L#o%u%b{kTHmC5zhqM9sOT!;53 zzG!7+?)>B5*Q3Tnyg(KL25f$tLs?$4f2M4;`&tS&UoTkLudezqW1Fohk1xN98z|?0 zf9Z5^cq~@cF6rN-m))+G56GP2AT@e#RGiM%S-<<13^IQ3`t;G- zT%)$q4}Gv_$-qocU_MEA?c1*v2#=v6D?1Y9qUze4_9iLwUv;e3w$|m7AU@-FGWkw= z8LX7$jVrU4u|Hg!Y7&$1dt2B&_ zro_{t|B4f%p!hkz+aqZSm0!kqa@Xo5#(i#2T?2J$i?XEI(cId8SA@QF?F$UPBQqDi z(nE-$l(c71&>+^2?tIoMPbh~*eY=26dF%P(4`m0*SSGpTX|huagidx zrOxv9Z=de@-Nw3y2Q2Jb~ zmq+mLmW}&pC0*F!Z~e~Y%?1s8%cN%pcg~)|c>mT(_pynE*8bQ4w9)DN8XYwp2CiCr z2jUus^9g892;Zma$IuG#2MfvUJvl7u(?OL#-hb`$uNt0(zx*D%s+q$Tdd^+lo@;?^ zdA~6uT1|wZPn6vRZMg3#=k?bd3VBA(-2bJbFe}Q~0ewpGpx-Bg@7XSlf8W2yY~eS` zkWRs-Gxg_Oxt>8<&Gkpm`G&-3^I=x zlp4Y1`@0eVi&kmj{;VCgdk(?p!yD}n__HqR`N*S@A;cN&uyH#bAO?+d6>VQy^$-PS z(k$O|HYuh|EgCTSz756Y73Cce`l?l~mN~^0Zge~N@}786#CJr+v?UI!9K-kAYd2}f z&x?3VLhVu-d&G7{dVu(Hpu_g`cfN=yt#dTziYc+qw47*HOm* zbuMPwcbJjOzf@MVJN7B|@%AzHfdMp{~(G zv;JHb-5>(>X!nW;Y?O-YL5_(^Wh>{t^iTl`Kx zQnD&w#jzP^gEqB(-g94_>1Tdsy8-fzLHY^^arTrVzr zBPG}@inUoST*}fPw7-cs?u$etp}Q~g6c*_Pit)t~%j7EN@%ugtq~qEVMOoajl}F3# z4Lu8csOkQ`Ei+q>42+~(6zt(`nW&iTR6xU7ul7hZ$&w}d^IkJcf-4rCK-w+q^Kk%! zKkFBbtXv>v&cYTZ8qP}zwxE;>!M#ID7hGNiH0CM3URotEqm8QidB#1 zW-YI5xe7jXSK>=AZ#Q#yQXf8!JQj1aLcpH2puXS{>CKMh3qur;BD3&&7u)-pDr{FB z>+BJwF-V${pw7);U7QZ>P3`;ZT@&Fza|Oj_i|$u_=y8AI1&|nAxa}7mNV`0I=g5X~ z>DUaI1w;**;wQj*g1IvodHZAX#l|JiSuxwmbZu& zlk|j{$o^xyGW+IgdWHu{6nENnd&({i-d`?=pFEYwG+NbdrcCD)1bsddgnR7KRC4r6 zZWLI~T&6xpK|LQG4@~2cYL>`Y5;&J)hmU4HAb&U*0oh}*%+@~BFTI9hB<=Wr&s9tu zjw;AKZh&|E<)@uJaHE<3W)$r$EZ-`wf2^&yYQA(%H(ES*WFnX`MR_{PHN(V+Yer?h z6vZFOI4}wXU<%_4?DUuF9gJxtBv;1ceme^!x!GezD+#Sv7MsmNG9UQ zy(JylmYtmiDAsSxW(G^^_`MuLlozsgd%5ORMw+*9fiE=%qdY*pV`LIBnEYKY!U9+hi$!u{ca-iVe z!U9`%fzdu&t`b9}&-K3~5q`x~JV+~|cX#%LJcVKZB;UwgXOKwVz*b4rokc34J4FbT z?GN`cQ|I%pG;I9-E}b!oq1HRU3P%(RV%YK>1@4qmQysET?<_EkGX}`vv1;T68_jD*Bag2i%z((9V88t87Lp)(`y>M&=bv#;`>#PYZLvd`> zD*NIm!OqoHAe9cRMr3s(^lfH{cC|kM1vvHbf~X*Vzb1NeuQ&YAywCfEA8Um#o84Q; zFG7##zKjXH54G1!nSSN<{K@%;y+*r?dv)u`(rIw4ted*q9iRKf*=_KVIR&6#TF?0wbzp#gT5M$buQ;5FC8tpI zU6+PM_nN>aa8kR&7N++m&WWBiMB3j12RUJjZX-&EK^?yMm&B8GWrFV0Ch1JbLJM7PI0& zzzYOI_dDcp%O_o>>JDjQ(@-qyhS8jHN<4%UxT&6vL%z>(I%jtfT{n+AenuR#mU>WZ zZ|F)6DqWN}`_)<_SS^4_x-mc4?c7`-bDN1rSi#`Rdb)E*za z^>IfVVY<*+TC!=Uk;VdNPSvUT*yKE@sQ^ls+89FQ)L*)XG&`T7)i4*oKWK1esRMSTi(-eKQ#xJFR__@DimMb6^x~6>b;dfVqL<2gwu6ag|SzC8ra{B^2 zNy`7r6ZwbQn0q%!-|v-83FX*{nP0`%IkI7!o9Hob`odSVtU>&@RM(i5$59+iSYgzP z+X{4uL~8aEd65?>g`~}5{k-;ve-}*v3(>+G z#s=I`Q3CEP(BOza_52iHXoV9tLNOc3=cm56bg%yx%mbE>T!eHO_h<4MiN^}~WWyG` zQyXM6^4p^`(lpx^FR#vHyBrsf)kf@4H|n|2R2)DS=tgccoGg2 zu=*6LjzAZcpmLR96RCszyhFz_QrD8#nsEF+=~ytPsfvQ+0>u+A%(YGQU7KhK>aZeG z+qfNr`~ zzlno>Y}~KsbT^d!tDVu5!}3Q+SzO-7v@alw2YZ$v=@Dgzr$kbIqnO)Zr?2;R2l3&^m zuaWx`mpqVrU#eMH&kMaS_Lh|n?ik{gml@YTCRmAyKy^=^F0*d(64Zm&bW)?e+~9Pd z{fp>br++Os@*PhV+D^v2OZY2TGm3IMZ;z-4P75GJuN+ibKP(0 z`RxvGHC8xX{gpP1{KZ$Va81-%ZMFMldvcNSSnCy^n}P!Q`J>v_Ek5bv-Iaz)ZZfZJ z(dU=Fnc%}IL<~>jQ;~oH50Na=bDWeib(vVzU=uSa(Flir0JIg zCcYrnBPv@zF_&47Lp^Y(_D@A9<)V13_jr{1Dy{?mwM3IPYgtC4Ib062EAw3Ut)zA( zUTj`LxgLy!00MRVV@5FPxbsSwatz1em2k$X=phY3vXL}K<@A~V#n*AtE2E?Xyx6&u zxHX+@x2f#$*b0WlVBJ)j2otjnO1gZ00z7gc zgU^U|H1v~8i=mdW%su7H3t;5@e@8=k0Pol@Rb!ia+Su|Fm>lgJJboPJki3(0 zmldLQD=u{f#LiwD&6j65peQ8R8u9KC8-~9Fv6Y+PkD6F~6G@a*g!t*;c!_w8^lxmt zYwHN>O-+3x=+o&Y!9oEy5?Jsm2wrpM+P4BJ<-5_=)w%dodxP3re;@lToOTmd8_qtn zPdhpv3}`URJE`_dIluCG@tUDIjb0)aTVVFk?Hs?X9ueZFg;yTX$)Jg}XQV?6!mJS0 z#23G+3Ow0L^U7jZ`ahP=U-Xp)KSH7e>%(kfH^l!5dgI(Hy#E#SM3H;6w-6e)cg}fB zRNwi9Sde3}dkms}W;5Gp-4zS!tOwJ*eT%PcT2&rRrKBLvcVD~RxH^KYtCH#})v!*- zw_7_q2|WxH=nMP(%kCJn*rp;|VlSYB5o4-eA7S06%1aO}29T0+?Mb68m{WYsa`6*% zODYR2vO;WmCBol_FBXUfYtgR1rRqwpBLI(K( zCf3z%ge96h`fgToz_JZ$KfHmuT{TggzuU55ubUq*mQeU$41Lqz^Od$WQiM4!t{k}Q|IT#zuK!ORudk6b;>SO`S>$qJ$=VeO# zDqvXT)%M53PSF?}A^xe#EyR+lLz@Hy1F0pW^o5~?d%r)Ruh8ll4U*g91 z!D2FnAFW02OBr>pO?dug#oJ`Dl1ZwJcKBYBH04O0U2FjYl;dpD?3AAs&3u0`iUa9@ z$KheHtPtQV@G}8MsbV-Vm(~=qy2N2cB$@Q zFd23V1Rgl5kP4XX&sSp6+@Rbp?)_FbuE=!F2_>D{i6#mBrEnri#J!DOnM9hNfvU=q zH2q=W$6TUgr5Nkir2Sd`H7oD833^EbTTmT@7Js_hQJFg%nwCc3R7i&t_~{)r5L!KI z{Ssh4%{s~cPs|>V1i_T$J64wjl&Fnk5}CW?>J8jpj!bCXvs}*>qfDH2jnyRA-vXJS ztO388F*5?NgqP_#!TDW7DI)BYhF2yZ9=139K7_nU#0InXkoNUbbos9*nng`~v-J>v zY6j>>(;F=X8~jVVcJl2UUv)oXzuB%Lls$MAJAZ{MHEv_p4l=CMrqZiAU&Z68CS)jI zxH(>S0|K7tt9a|*v0ACvmy9t#eOBGe9RFO75-V*a9#v~-OkL^3X0jemXAXDBJAC5D zY{{_OM7BbS1e+oYwhnWYiiNMZdt3Iov&r3t*4*;(t5FM_T>4LLW-?;W#=xyRfP z32ak;5UpSOhTrwAMH?ZthMyojzDS2TH~8`Ir>H;DbP|cq)WBxwpb7$6)z>C|C!c=k z(^2^=u`cM{%#Z8w8U8xvCRC7PMt1o9k(via<5|A^ut>z@6w3bLDi0wBCloqF-TS%Ch|3TWPLm9&RdSmXJH^evY^6M|=>GP#T7}^H1be6DM0)MG zaV3aQB?B?+vbY5a&3VyoH=3RpJjvL(F@hL72&DzDXGW*ec)GjoAJoaOuLE14=S198 zHOXhsRGcb~;GIy*r#q{nn0h-;JHlbUkvDVLca_1!X3Tx`j9;xiku6*7hvTuYZSli> zi~=uD8S6gv9jip>Z238yt84mFlX)Xax9bch7ux^AwAFXGsW_yKAph}~u_{#AVX#gI zFF77-HuJ;#Y#Sfgd%Owo->rKQAZ0oVIHa&x#XyIOA+nRrT*O*jOv-}vBUzc0?)PAy zmz)lmSSoMaqI3ST=?(Qrj_*>Y+u9T!O(3|#-*tEQ&4zlq(RNnbv8D1j6R~uOfj%ZJ zvRQnX=?MTJn7djCj-aWAUc(onP>t%*D3sZ2GMjSE|kaw9_@9}Z8v=D zcucc)W@K@C)R4ucxEZIuY^s=e;_x`5%g5ksT$5PWr=Jx5uHqd7Es>mIzHNi%-+tSW zpI);#!~v;5CKB>jRrgnpsfEVa@#D;SoX93`rT3L@lv|ut=dmVHwnzWP!;i3g-9Q;~ zOkbdgcn2`#tmK2NN2Nu&ZU|2F!Zx%XfjUIX zmps=B2s#Of7!Da*>fiY*8%%VAaD60nvfjC)epV7>H?UqF%sPI>)be(ds7KhsCM_bk z{EwHrxusn>)n+=8GHB4*4}@F58riADRx zC!GE=69E%a^+!OA%vyi~V(&jPL(|U1j^sKk^LL3>4p%{T&Xx2MrBp54uszT+q7Z5Zhg4+h#^({+1q@M;Sw=clt{t@-xuo6#@;?~;lIOZfC)eRkKK^M_=*~NSdRLy z;sChkT>RPGUm;{hOQIx8eNM_cg^1HsN&?*Gp-dD2=14=SWRwfZ)F}_ep{I&34gF_) zLK@j6IuN!)$JwX|SPGkv1OEKNQceB{?nA*AX6P|spbBpTb1a}>(;tc)(1wSBIamu@ zgy&|p2trUCFXo&~lyIgsB!uX|ek!^3&IAef)4cz>zE4E$?(Ie-hiSqzawjj%R3@ivqNfo`U^h-coz3n%|Un*Rb2ds-x-~k<+qO+>7`U z`3FHuwT+4>U+d()x#v{3gX%&3kyEB&9Ja6b(&hDyuBsB(9dh3?JTQ_Pc+SK^mFdEN z)>OgVtqdg+C-5fP>Ne=C?xO^TU!=6Ux(6Gp3XW06ArsX7~#A)x&| z?v0t4U*GI)9s`BD1{lcQ*8FOO$pn9lKXrM7Lh(%{Og%h7bW%T)uq>3A+rgAd0~?z6 zsmM?2bNisG5S8uR)kV>dA_4>!aZoFzwNLxI*}!wo)sx^uRoP}^^~qkIsSMaXCxue{ z3H-jOOG^@a=zO63iM4Fw_upG0Nh!um8*}WmCeZ8;kI{RI)#v$Or2Ja6r4yiDq8!6+ zRLNcmXB(`OHrRQ1H2!lOUZdkek@O2)wD#@Y01yqw0RqGd;~4NJo6j4m`9b?<0WcN0 zhm^Us9({f-%R?bwMX$3tVQ+%=8Uur1?xwdhF0j&SxNa={V!RY*a?{ac8v)64IpeNHHjGxu?zi=AqS%i#~0l@(uO=Y?XGu2P68Ti_J{NJ)R;sVMF)wU@nFUz)=B z=E`76_#w>y<1n6d9{hVzWZ1UrqVva|b1q(jQxV!8HGc<`JVH@!;fbudd8uZGV0v0% zBW4(gtL!uqD8)b!Rzn>m1mZ1Ob<@@iPVH~(m-bcI6cM`li9T~bli2iS^T&07>87_LRF>=6YF0}p3W&gy?<_oyZHfAD37-=;;SLtd_ z;>^EEe_^y}m*actQMBG}M%1`GZOjdFG8R0sXg{X_%AoO?$IuOJA8nyQ)vsAT)OH#Z zHTAho^6_*gNS#ifq0rbom-#A3D@a1L6)#^bG*k0p+=|uWK;>_Yw=7Qv>w!IAnv>n* zgVTJbV|eYSr8?=Q3MrCWr^|uD;U6Pa`_>Q@InSMx1=~v+HN3^6yZg2K&8aq~V+v}q zP5O4>VBO^?2pm1DN03&(!a|mK#o#%i^01i&P?BUmb z%{~vc&wGjXtJ`Ju{aK1qhm z`O#xXuV`je*h8L&y>Mh4cV7CoGZ(eVkx8p2T>Ajma;HYf4eHnWR!*6I=P_xMKDJ)s zw)u_W1|bWh?HE22&kq{y8OW>}36HCwJz=}ZxZ`^4 zbxZ4ezvqfA3WoLH>ymUWCFjf$a3j%y9kh20g*o2&l>c5TOfn32O6TDTlKxI8`FSl2 zb3JBaRQD1#x0kNii43fL%T}p`FCAz>X@x#5OM0JzZBk5^Nd@fn*8Y`~{)FnF8#q~P zXl=FxJj$4C(zOJ*vJEzO(dhm0)>D5B^PwF|pH7tVy;Ys{!*Y7}i2HN`g>J?M-@B;6c6%ar3hqPQ>?^tx7o>Q$+u#cjarXFt|xfdWTWpgg3$yyiw5=Ls@-?A-L6Iv~Tgbc&rk_>%kf3uxW_ z6R29o$j;DucyY7!D*l2^iS2y3jmYwnojq5JEf)9!a5Zesxt`$!up~|1mQ`_y z=lnJ@F3#D%BThc&5L?F^=^^CgoCk~M|FRqX9ABQ z_f%6QVpZ}@ux_AdwhJq^xSiv7dn3$7g}r%6@Qgf*s=!geD1x>4=C^Jl{Z}t%O;aH5 z!`vZ`74VC6J5uKqHJ-ZchCH;0k7+`2c$D|@0Zi8er~ zBP7mJ!mu<>El7_YHG4&ou`|Lxx!0Tz{Bs$!cd=uI9h41*S)k;yyi%={(vkk%dh)nJ zbi+vyq7$Y~W3BXAE$G8f#M%s1jH(97ia?Iv(zfkc7q}`uf_jLIe66~dg&+FTFBA>V z>nbz(0;`{m1hmn*Z;ElE z5#tixC%Dao@C!I0U#3 z0*twOZsEOkMg+w+uw!Zg%LqK%LoW-f1C=c*2SZcCz7WLiwhTV0rBgBPgJsmx+c7iq zlelkuw|AKK-m}?T@GJ-i!4#7Jq7gkgbrHJ>yntj#-RsTY?SST@vBBHFuP8nfK zzkNO9!(;4m!!`sal20DNA5XN|)kl}ocOUNmmWmh_REZY00eJ(_dYPspw>#R+3H#ZB z*?AX~UEza&^-v+K=8bLiviGM}kH>KIfzD?LJag2;{gs2y**CPbDKstz@L823;A6JF zm&puQb(B<_uOGa8$aKU>pN=|vdQjUm$1_f}NgL#TJk)h_ZvL1{?(>99K69Sm;!AHN zSmbjpV&hQLtkiQu&|CkjozZRPJ?!%#IginzC*u#dIZ6qW10BknDL-tY&t5NpHer~5 zdDNHU>A_)|DH&bcs;^YWL=$5Jy9|BB9O=PVEPY^~Ue)DW6yZlNn`!vPT;xTAJwKyE zo-K)4)VVLxT@#pWlpn+Gkem;L;78PX{BhKOwE53d5}ALI+4z_(7J175K@>2UmK5~s zf1JlL$GvsJyJkIE;#m;w&xJ&HEC)U(1qeMQKg-1HxUi{Bc|mK_`<70o3u6FusO))M zhv?hrt2A?u!JW{C7S9!EsG}hZ2th9Aa5ngCSV!(9yIpfr@@=apO{A@I2$HFDHGnYu z=1GWVM`J`Cgl>9FU->tSEo>%(-+e4<;i4}nK7{!P0CtLON`o0~4^22mNGJXVL1uBB zg2b-P3RJTs+U|Q0SBY-i`(HUcm>P&z=FMPz1B1?|wyR{-=@!-&gM_N#2Gix{Pst6_ z>B%BrNfQO3L`Zb;Iy^MSHUu|&0B3R-%QvYG<*6|<6L!cp7v2c>n0BmlNA8s$NC$Wd zB+r%$U{*>g6wZg%8cX{wo>q%Z9~KAi@9u^ky>&aVbWfQm4Z>BisfQ{`;&+S*kSLAW zy{||L1L9p0kG4Z{AvFnfM;fq{U7V|KpxCzXgb6H{ATzx9ar!-7THLyQP{hHau4&mTOVz%)G&TX-uLB9O|}d9gr?uZ zJx>YIoZ&+w!v}HJ^($?OMV=b1Kip$##yO}fxV)beY1SwIcv*=rIhtA!bMI_>^G+*_ zH%JGP7zqy8X?^vUgOnIihxfFAOm^AbEE^gh2K4iyj^qb2a*vtgxx^xLtyL}_xd?E- z$2?NahZh0OirdMpI|<$PFprPA=@o5^J$3s({>uW8a6>mwkRJ@F8c78bao29g}$twMnQ$U~m%|r!yPj{buI&LrF zBCk0Sq>I~jy5P6=r{||wJ5d;&gB%?+qn*Pj*~{eW@M?kU;&ZzRG&_6-_+5I$hkx#W zf?Fl?PtZmTXk_d!Js7kT_{^H>-M z46P;+Raa8*!*=l5OzhMtS5n3h!Q%s-=5B>8KUqtD<5A6n?P?^a>}~sN+lkDp0{Ew{ zzE1xUHR$)1%Kzw8b{@!fflwPsofJf}x0tV__|RRputFq$CO+ZtvD88$_}Ms@LTSd{ zY}&)i$|~I$AO;q1B8^S;_2R24i!p$nlx$Sru*>`Wl%#4ZfUT$dRdG>`! z7g3#*g7GI1iCpX<$oe+-9!+z|e(Tu)W@CBo1z)PwlPx^np3QmNtEb?=q zyAG9CRJn&wf&A(D5-kHZDn!!5G`zWI0^Qa&>@&ksGnK2=PAZJ2gRsV|iVlO?C}tph zKR!J`%pNRB8QLD#t0-buZk95>N~VX;#eY?2S$E*uG7CS_6Y;p@z}cCU3mNo69otyu z`;I7whp9Gh)dKa+`;BED=bFOy?wvlJ z@VSta<1T1Ejyv@#11tN5Mq3#EX;(atEIt->!svg>oM9-hNDO}mToGum+0{kzzKS>e zn53bk-%YQN9_nt_78}`yG(?|nVZlArSId%Ijag!HU7+EZ(>@W)q!H26rVaRJ*8pE_ zax{G5?>MZpdV;pm7FRf|c~6yu=jQrj2=B zfWSO00c672-m%lEJ7ZG0V?8CFIrmdf=GvL#e!AG4T)5b$a$hn+bB4dEqx*{LDd*e%s|$f1yB=VIxRv`QcwO486j{*1Ab zQ^ah#DI8H3!sX5Kj4|iPMOe*KW=u?zHSktO(FgX&^t#YgtKS=<%h4#si8Y_PIJtAl z&MBI9uJ|=7EFe~K^FJ4F5?nv@vVny}&|&)V{{zR&&i`xfNVo*R9jPmT92?F4uOEUkieCx7K&Vs~t6mlDRn%|-NQJEVb#O;sR7XT$ zakWoi653p%G|Q|-T6u%jz?Em|Biy(5JWi+N7Q(7qXVSiU)N30?8Xk9UG_3PXc$->y zp+iDE$#1hb4*MWv)UvTEVWvHOHRk+W3o@L(s)H=x_&nbmcj1|jE#OovXhJIs?)21J zp7S*4vfZ9H40oEIfi3`Wchq{@6d#|7#bBUs@VSIc#4J#+mM@v%T;gCy5cKY(fdhH` zsilR_d&!eL|HwBF#IGJf6WsAe_VdY~T0OCttKG@CKw}n*$2B(L*S5ZHD1E8#Yh3KF zSNRGIx4KFG0JU&4{{!+L_L8$KQ`P=Af_HNVwbCp!!@TSZJ}`e_u_ddYBJNN3pkzq6 z#>w*&A$B@dt*VY2XY0g=Q$Z)m^lqb&)o!eOp_;d&%9^jZ4%1)f8)h>eGUv3x6=I_EU*h zuZUXN>Y;4sRV{^OvT;8>S`>L zR*mz)WvA4|!dhdVT_H~1^Xq$p!TX0B2=&Dgp~eW%5gH9o;ODbX)fCqxT1TK)%=S#>t$Hn1YS-0vcaX7sc}A$n;{F z-De|DY?C80he+O4bYp9*@v4tZ#(Ch@v@6)0q zvbeO0ebHim1na}v^1lj?=)K)P=wS-b!5vJo&!Ip%^Uy@K*aZMHTmXu~8k!)G#kdD+f98u8 zy(`!UP?cHXz*i@2-2bCA0;pI4Gxx`PIRC%bF+jNdhY+wI!PhY~0i?W_-Srqb{xwXb zieKAqExRv{>U{yQhZ68JG@?T_PJpEx=ILJN^4z{pURubX0Py(Eq#{T;&IGgT8*)X{XEQc1aP6VzJzx%-#7{v&P`|zWc%Lda~R#YZkCe!D-s_ z#y8LN^O;m8kUbq;$v-ZNF$$d*=}P<`YDf0|PJbreb*oIst4^FQSh19zs#7!94zk*h zO2&O5>#}{og-$Wgc_wFCJ$=3|(BD!ZHM$I=u}!LdCMcazD85@t&U3CG3^`;Mise@} zr&|18Z_k|zCozzIGN z+aP1)54m>GU8q@U)*mk|DG!`kT5_#o=K)EI--AYI2?mVLjnRth`J;uRqC1|bUu2ih zj!}+;8fPmKgMYS@A>|HU>xggPJaGQHQvZ_+Y2hY%3 z^o0#VH#A)`Nh07gk({pIU>(UnD58O#Z`-<&MINsz)~bl1Op zy_2Za+i-92;#IDKoyAw7!gM!3i+ammw~E@5gv>t+$XazTlv>LZZJ}t0i%9KboD?gw zBQ1_AMtM+-Z7C?0a39U3D8NQm%8`jg&F#^vG!10-*Dg0Im3Vyl`c2|Lfl{z zcAfhRAY$e&F2;l)5hVO$8QwYR!Dr6+L-8CXh|#f?3yJ{l20%M2Iswxl(bi2MT`d3c zQawMgCn7kB-@&MF;|&I>H9&$!0O+n{T5FjPZUEtF^dIOsxt`KKtm~t|HXgV602a6P zIOPQZa8H~qHAo4-5FChj$E%QmpKmxx{(XRIrywV4^7>&X#Uc40A*ls``*OboB;A{+(lz>&ZZ5iHG{KRYjQh zoz)HsrIs8v#WE`z*FhasL9*_qR;exrET-W~GN~%Xt<#)3mW=|ss6-s1WK-R`T3{(X z>i>U;I?JH8+ArFd;!bhbV#VDFTHGm8Tmz*@aHqISaa!DIaVSo3m*DR14#By3|8wu$ zulbTWGv_>e?`N;|TeJgev3B&w4L)O|Za4e4IYhf6_c?tN)jr0nbtH_>yH1qa=P+SR zhFz~kS+(}WtIrEd!I%l&ypNIw_S?T)Z=wdUf%9vDELVinPf(Y}B+Z87K(nVN?8Rr# z&ax*lbGwDiFQy((5mCaiu5Y4l0N4Y!*(WOIaQ1`ePxfOdHj7j-vYevl`(siWdM@TSESb+6sK)E*+lXRq~HQyl$~$w`)v1&k^OK~aIfW6faB`;vJQ*t zm?N0@N}E3JmY1oN912TM;P&*{K-I{XK@Fx2-Od*CAr&PHLdg^CzWa|g)CPl)KZXw= z{mfQpmz{)p4}q{$0q<$pkn3{48UCBd#8;zTR2@SfX4pHS}qk^}j%zP=< z(Szre#5Ba6`Q!=~Y+%gb!{x@RE(_c7Od;#lmLNy^A6P#et6}e2Zx8_ob+S*q=v9Q* zW+>4p3=op{aPMHIoxmSTG!Dy~Do`x2Z&V>=+*as;4v1hxX`NLxuKhWUe1)5>GFi{X z-+}y19t!D!C0YH+mhcQG;HxkZvh>spMN`N#XmnWBWJWFNSHdev=(yY-IHo$2$65N~ zGe$**twKrV0R!yh)$A~+{3>ME^Deffb@;AG zzroOD>tG3!XTEjUpPcWTPLix2jsj-CtRGWM!Q3S+KQ>z5SR9s9J8fY1hhQ#Wiw@ws zb5gYxX;azd-KUE8dt4#6p+llzknD!1%YLHVam7-jD?L+PYBODi~gKd0*9HT9sN zo+bpdo(u4k5U$y;_|0Du%mW#knSX|$3Paq>2a!4iw}sCs`Jo|Whmz+S>2{za67APQ z(N{w8p!4(HN#cTg@in`K7$)PP;>gD_UaX|~2F#_*07{H)I8+}DY~)EI`2lE+D0PR1 zU36}9oTGe`X}{a>aH>tt1_m~y2|nAGgR}9)-JcTD=d)zzKXO#+#dh?>!;$$m>V!&g zm$S9GTE&H7@n}8stdfyRg|#KQZ7P%1GY9fzEFTN@)aVyI8uL8HCbG`?9sNl2{d#(Q zcI1$LZE*`lN1!A7#-{o3J_}P34{%DGdKI!|e0m*$W;d|2{%PaE5W-6szDar`PSD4_ z5|(xci8QmP`>q@;SN9Tg3HLgd9iQ0#hx#$Qz2Bq0mo$M-3C9HgPMqIy!BGz^XiqnN zpBgC_@e8l}$gV2dt+J6CssX=b1u@=x~>Y>)n| zSqaU&6_o*O3*Uy=@avpO`_P2=On86AlY1r#FaTGW6A;#;`u{TIO`(Q` z0jvk;b_slbNkyqZ(no&hv-%3-u1#CRfY|>^9-m-Ty>G6J4JQ$_$+!)^Q#1yj^&oB> zc{`Ge5;hgznQh`ApR@6S%9rzz{C$-EI1fF0HfM6N@hec=yz6n8WkkD_OH^6ibrr@i zv4&CQ)(Z70(pWPBjIW6#4#Y*x+w#W#XY2#_zBfEU&^~|fpsXO zgFor`{K=QvVLh;x)`dm{s$2;T=2yWVvXeaSCwj42FnyB3U+91I4x?>inKeJC(U-)D zG8j>1KG}!7Qn@L3vpdw<4u+r-82c?C0AqEOH^T}EU)WZPu5nrHe}6g`b~(hDQ(A&U zPAG8B4F#|4{t?K>8@{8;lnuxO_d3^IP@ z>z21In$FGvf0D6}uF49a$v(s^KYAyH@Q7KZL3q|c)6R^KRf4q*&8m0Drc&dUq z|0W)Mi?q_@hI=C1V22>63Knt5;@FhEnEe~AV4V9`Qnt=_{L16eCZt1xn!d@%@x8Rh zjCnhe=<~OhGhJT()s75@YR@GDDN)uGAT95*ZnxQo#7}sem2WUF{oc%rdxEeT-z~r` zhaTzZI*otsM8md|bs1XgW?ti$;R`u!WV3h2MQ7)eO^gZ8-q>_S05Z{jp2->vE>Ypz1JZJ9OmxwM$8=zW!`gYJ;;ZG(b5(gI}UP z%^%vpDT2~4VE`Dz7X_v}Zy5zo<$)@q_V{WRHrgYgsw?)yBQ98f%v8TOw+j`FaAGFi zZRp?fRS?p?ZCc0jwHO&rJ5UPy2-v%9Tx<`@?tL7B@P({m`w40gjif0Bc%O!ol=+HP zE%lI3Fdcq!92uW=lw5xI(*K4v6PZ44VO`1VDYEjS>g?9B^xSnyg+_lpGZDs*#=Pri((BLv(p zlRK0V9P;22hFk`Uzo&qSl@GnXOev=JxxfS!hk~sy4OZGs&Wj)ZxdKWBw?&@jFIf9A z%r~&fvv`peu(pH5*B%~oza1=c|J%Dm5Be&m%`d> zTZ0D{nV+wF4YLc!b7Oza8}tzn;PW|ci)BCP1_Rbl-7^|-SZPi3+b0?Gh6xmZK^?wX zA8B(Kl!6>BW_{MUHNd;EH4XM1Ogb}fN$zgjb{3-u8n37GrUqF77g3&@wf)Q-1~Dw$ zMVA2_P5}Ko!{Gg{sDCflbfXsge4LCYt?d9?@O4mJ@C88k_Fit_$b`zasDncRP~`Wa z5>5#KppiiTRdr}`^Cn^ikvLKgDDwMi{Mi^H%4Xc)IK1{_bRK0H$5oVOn*|07c^S`m z{F+Jpgh;`%wL#?J5cA6?f6w&|%6#Cp;{7-h9v--!4r8h`%XMP_Sl19XP)($Aa?ehZ z-f=P9w3dWk(Pntkzqvf`gZeisb5yaikUvC(UKU;`GJ(Q}pOI=fP<)~dC#)H#Pov9z z+M%;r1baq9-hKgF{KUU_c98BNk^oC0^Q|_dE1s(eU@PA}bFKxOYAvtbyb9zq(AZxV z$B~7X#SO1vs5q-A$;){jHsb;D+vKUw-xRl*Hp2ZU=!;+Fr^M2aF2|MTHAY5vOc>jI z3)7t6UakH2vrxpMFQ{ITu(A86VJFHEu`rZ}q@;Te6m5k8euXX2`R0i~IM-NTU*(&E zmhhxg)G9fQ4^DG(s!o$|_)nfZtIJQ(3_2#_nFYiNjmgc|cCzxyrou~!Tn(=;Ksj7> z+CzoTOw(UKqhG(I*|NrU^L_VIeln}*{N_$t+ogwzd{L)U@RaNRUFR^M7xtNBAAczNhgPm27MtFHXfSaWO>qqUyEKjtz>)i93IgYO^amgLdy zan_XqbwS7JO&Kw9|}8h#Opcc7^#T?F9J{9#a>z_F%L9oRd0A2S>{RZOk@o{wDco#b_`k)$xtuL3t)|OuxgfahK%Zq*7`T>;zg654p`j(WK@=FH|YQ&sXVR^x; z_|a1frcp%FE_RV|YT=i-pvz|m+3zx;sZo;K|3$#qAj4I{khR4Y1988y#^ZleP>L89 z)a0rE7l~Of+GeMIrjCuz&ZNhnnwjoR$R4yKofpD@JH|sPJu}&_Aqwk=X2md0sf~qs z-H{ORbwroFaV8%Wj_2>Z*QY7=<=&wO@??|$(UFUfqK22`8r>Yh^^QixIHpV&W=&21 zu5M1PZcQU?!_Htzn4s+H>E4+x-8%Fhg&{t@is4v3fzJFDbE~UZ0!t4I@S}9f> zw?TvW>&m6qD_UHcM?1l@(KMj z4vYfW^mrg_jlHOcwPIgd*QVx}jkC!*s&Aq%c)j`%hXVH@MiS!3H+!PjTrbHq>apS9 z@U)goZqD(WM(w0ZuanxJ9Zx94hgT{ba=tR)3(|Gbh&U}D{fPGdfYz1=n)UN}?Yc0V z6MVbdN?k9Tw?QA`#F^PHqaO2)qKg+oBibv3d|KGFeA5e*Ek%7{l`)k9nCfO=q%`uO2*@wvX!Y)b8ALW(JA3@|8 z!AE2F5kF!;*rR4g@o8KrdBU*WM|1Hu$?aHZe(%aK|BPVDs8UaUl)G#|ZuUGyT^)P! zhn1R3c62+GO=Ji_J=y)$F4nSU&yi=RSvI+-u1F29cJFi7OF6uUw%rTd+eZO;v5sXY z5+btWCP^|`W}oI>vv_Gw`+rH|QQf~ z4WdrE%y(T20Px+SA-`0W2}h=-k0#L8_j@{Q3Z`5MT@{yeu_})m93xMsEPDcvgEQ@PFt_ zx>_JAdbz@g;De7s3~|nwBb0REwQ@b<86sb9`!x=69HK-Ze(j~7LkQuKjtrh8cyiXH z;tV@T5*YR#RJy2U@@m89tLl4r-6uDchK3X>O9j_dqV^C=H!5F4d%DwV3E}N9aMO7% z)jgH({FYSlWipt)Q49!U(g3d6?Xd2l04H(-D^ z4kT<@tnz#QXTd^rJF*R&f2xNcPotp0oV=Efl%CEJEgYmZZuPYJ~9E!J8ZzS2v@rcTtB&o2jZJ4g>&*{}@8 zRi?P1KWuc7m}C^_E%OvF-L_aq-E&|7F+OvZ26Ns&XnWf4XcHggTK1x#N0G+&aLO|5 znVj32k-VaBb8yvrUtaaoTCn_W0*#s^;39LN#9WaHsFJ=e$(a)aU{OLnubae+(6d#8 z*!@eVPWkoEUuzE^=#`0n#y+FHlPZ@4K}#RhRvIsU4dUylppQLaH?#G>!E(XARE7Uf zMrRPuH5LB)c+BwKu^N`VxA3(9da{s5muH^pR8S>bqVLT~S^EsoaI(2uj z{VbGvRH7qsfh#XCOT)n5ZiTuzTCaeEa#A2%k{kC|y7hn-% z^)Y6qw5+6*d@%C1xWfCg?~8?rKR(Ck#CP?6OZRfzg4+t)V-kPg9*|vu!55rEpG>ZN zp*&&K_lLN9Y6bWGw*!)z)Zp}7jZtdOJ|jY@T>lnNx$1+EK!=nP)fkt|A`EZ4eT<_LgqCyH* zO?jj!3a*1CQn9Fm+qI0cEC^|NW(QgxgM4?9ia!uzIY-G0JMDNhA2;c++z6cF_1=eT zhCZtL36-jJNk}_kx;6d|R1|BT(~s0ZQZD^jMMns?f_!u$H~#08G%YSL@M02QOiU5U z8k;M3NZA0v3TwVv;pM%omAu-1Cbn5fpb^r6>G-wq5@!BBo$D6r4$;fs5FJ|Dhq*x4 zd7NysCa&D2;W0yWs`%!mLiwN0mCjXI?d=^@oDt)NQ9YbS&C^*p>;3nKa_XPefz$f$ zi$(a|$mS@MU5KD3lVO~7$YvY-pEe6vRvTP*_dKn?$+2On<6Z{J`9MSJc(;7xMP#X= zI~h{4Xb_MS6`q*xk?^jh!jOxih?C{hBRHFf=?D2zLw40VMo>7M2);Oqj;p9e{c4k; zM4${=*rM=!;$J@?KLb4G3^TszPH<2Hw$f50jm5sz_mSl>l&j1kAZfeG^ED}#ijd;$@A3i8`zRT@j^c?~| zoSBp^*Q4JsVmZ|nN&9q#bDq;24Uz#=@9gC&d1=-UYMnPt1%pX3n69#y`}Jk|e)=v; zUR7!f)`?`6n41Z8pEr$&tb9aDhhelh)njEL_Nw|(D{rqR{?v4BjPhhly5;0o?U3ed zKEtq`#Kd}n=KDU|d1)g>=vm~oD#XnXbT_~ZZ1MG_`pfxBrs%x(pzNBL)7?q(qTN7o zp8O8wR525*+2SJG*k>Eg(~i7-2UoCN1qAhoEFKwjBHGR_1+)t ziJQ#}+xjui!hG=IiGZomi7|L&%_e7e_MD-`Lre06n6DfHVf`Ml(Y0N@k^U1l7=6SdmHr%-ENWoBQ0^{S1pP+S+3 zR|6JBpZvSMLZvT5J21RW*{<>3Z^a9hB|ctQVh+*6Hr6=E;nL}RiU2(R8ALq$owDv( zDzO!(V7b#KZ8V=sP;bWQ@%^A8@V@x)E?~^}l?p3;FKuyYTTt1Lf$J@$Fn~n$11q6Z zQL1W0!1zZWDT57?NYEF25g4-fA1sBFKzdje0Jd1#{s^^& zZBzGSQPb<=agG_kfI$Ki$9E`;I@od zA8l76NXFAkgXQ-j`x{d2B7$Ns?#Qy>QjLkj3zK}0XJ8woZwCw$RJoqL z)FBIky{cPFQl9Cq`<7&GZg(e({vLm5S(q5KZb>q(q8zYKP**i|G{H?I9tRU$2Avld z8{)BKYcOEl`7c&gV;lINFv-D;!3YACmjTQQd3BMiFKq`4R;uA?vhH~wPDXfpPCUnD z)t!kZ@C`PPW$A8hNMYLjR<4EJmwMV!8G_B)U0}a^jae4oEM@=h{4t4$E#unHRatQ_ zeSkpoWkte0VJy>Dl;aE1^1;d_2qHla4{4(8zSb zOYTZgXBS5cGQ}NXeZH)8`K6$`Q}~>c8icftlw`uBjC4&28)Wic}B9#RmVB zAUj|&R-K=d2DEz~52Mj2y=9+e6A=sxrssDcba%57Umlx^81^QJ;y(0pW&uQFLG8Ne z4S2Qerms69o|2MguV>|)=^2*2a!kO5*Q&)>Z4)yhr>8*KJr8r@MdHqPNH+R zOsr0bE*JJMFB`A_LhIU`|0zs9J6Cj^Eq$~MJ{kd7*HR=!nlX74TO4Xn8HZqZD<3-B z?*|7hf}7k_`7-1c|nb)E}d``1H z{+#!oN)|IniHr48z2BQC@+>QeRsU#dZ17$mv?LiX{z)+lN)`dI+3|zL3`Qqn5mCZ4abXXVxaXyTUCuuzw>ul zRl`!W9?1jg(IA3;MO&FH1|pefV#JNu>17zOqqG||`8Zn0vVzQoM}@BbXbM6kDju8* z4PGn{_Y5o_NNGC%XX6h#3lQ#aUR(DKbXxJKTrG?z*5l$Nm@C*Ftj|6ai9@ArS`i=W zyUA0rHU;=X6NuJhZs-q}ryUS&bq-Vl#Xs97bL@=Zj<7QXZ>C~J=US{b>N)-G_a6?K z(8*^tt<~WlDxn;(kLCfzriOR9AoV=x>@NGf{eJQi0Dm!jgBxM^XtWwJU7U3SUIzi@ z2mE*}>;ugc+K7_}FnRG#RGou&-#WD8M*8MZgA&64hQPe!PI$aj?B5P8 zw(?sQD)*N#y$XHf?$`f&hW=F@$GdJT zGwG`*ri7Zp$&?ac2QT&j_h z)=a=**JT`JUU&6&qDZzJ3#I9#H>AoG3sF_cqcrJdwn^bY!$K?9rYJ@*2v^X#=!kN9 zs@^!uB4`;`xj+qEcBJ!!)u#O(*a8-j*bz7`5u#g#3Lce)^8{xDol+frG}wk^)c1cd z6VI$dYLPo$I0VyJ^MZ+{N(_oe=zdiS?wZY!2l2fNaK+~tGKXG<;+(KEQT8Ol*&-lL z0_V>YT*X|&q62P z>i&m+8xuch;f-|@i~(y)l^=?hDOnGkP6-UXij;I$>>rF>Dz7`)7FG=sJ+v*U$t7+^(2O^|zP=a!=T^;XARkEK_XAKvZ$A!}Z0bi%H^ zr4w{4_K<4fPO&t|gc?@vGcP|h8ygC21qP#=jdy*!)760Qz-n-Y|O!yNIFeVY~s zrYI4yPT9DC)u|YGI$DrAZvX9W0!jVY2DJ-pW~hQxSI36GFX1 z9^0`3cZXUzv9{A_$wOV~y^K*09D2kAC0PBV!WpcowBeoFP0R*O)t!Cnf}~dHxTc|} zhrV61Dk&4+Cgn}P1bY#{ML1;;A_PRk_R>)Cn+4d0#lt(tKhJqm@Ex*>x%PiD(tvBu zDhsMzGA{EFlYBTCJmQZ`zW1?r8N;!k(=3FbuxH0h{FZ?nXc~DPbZjUW+8K!<5l*r) zx`Woe(aE%5kh9q1$`p*?@>v}JKq5`Mdz6jUAd1BgU1YB}VUPiMVq~fk7_c6ux`>-q zlXBW*_|)JuCornHI>X$AW!IP&Z;|*2!edl9@^UsJs#8sWOjSX!YKMe*AtPLUPqx>3KXHB#F4y9kP*|F?_jff(V~B zTKdUOp#pyLn!XLM^&oZ10GLWm^{y$kdw^fjlojpO6>ZzlUK6Ak_&zBk!?!K-?Acom z7)i*OGgChaH#Or&|KRsGIw$DMFulWPE-LuwOS#0)sYT2ZE%uueD(JwRS4gu6HIfF- z3LN(nF7&5wJ@R~*8Q@Y!+=*RrSaaO##v`CYFOgcQ?#pm@(9Snxh0o7S;>tXT7z`?) zHOE2@yGWn6f?d-DG$o}ont6k{Q{$Tzvv%HLiYv5R;xr8u$?AeDpS)S-)FRN7Og!c> zq&Z`NNh!ndGA^2`hnkMCjYTQ_2TqFM@YI1tS0{a zrrSd5E{u2dhg>Ne91V$Ec}91D2E`szK~jG;rw~xrCm!17r6|irCK!qxusgQfI)bGz zJW9q^Jrve|FL~>NY2tm;n#!7AcQ^fY{39AOmc%xf(JFgMD|T5~*PUv{H5tF9=segU z|Ge;;o>n2;Y7G*9Kva9qZc_#uMSA^MIWSZJ9+6EsaA$Dlc#js=)_#lbks0{Du3%`e z!jCy3u#mN7Zg1o}(J!up6-DyC_WaCn6LH>%P2iI!6k+}-6J8Q-rl*JveMkp3ZaRV< zQ5M%wtw3UnS25S3RwCJcjZ__FRo6|k(cWKB*mJc8T%`Q_%Bu8&rc*bjh(bTGhm=X9 zTnehOg>vPpSNf*Dps}&^5UVRJZO`1X>Ut>_1S~dzB$q=%CA2TT^@^8U6f0+J!Ekyw zc$2PW$Nwo!sp2tH#ZLzQAk$QOvD3t%b4_3iALP<1#0%{aw{FLYBnHGltP`EsT2E?~ zetz7E=9~mn?syOEld28R75B19^BQ@|?N5s%$$r)53JmOl1rVL~nrCb>lhL>hTlR5??VDCdB`7w4exU8z3x-=P? zWYi0tFu-UvJGN7WkpQHeXm})y3rtC-dsw{SDVsazwzO9;^GvQ}@bhJ%(Cv(tpC&8N zDdTg`^glb@W0+V{cZt=wZ9)C0y3lzm8?%CIX(*TAzfgI5m=5R;mfTJ%nGn$!>_k`d z+_g#?q>1L?BuC+v{8kZgiIQ1uAPu+=2AI8P<}Q^po%*1vA&ndXCyOAfM*L2OSt30C zhnL18@VBsWjr4x}ZK-MO4^DX!0%gwQ*}wb2Ub2mKYjY0)ay3%OnIv_i3|=E+D?oL^ zoc1!bY)&53I+rP~3A`0;uH3l7@!^5lS$~H+N-FPxW^8b20yZ~I(P%oNrnMnlF`n=% zMlm0Iz5Lb^mu=j5P-GIrj#1`u_ZQr{m5XT-Ll=;Jlet*~#ylCmqU)YhUVjXWC#BbZ zl|K?)6q)$JC4TkJNJDG^K#4_@28PAtO%uVDx^J z?yZzZFFZtbWo8j^o+`EER9}6L?)-5UAmF+d*JAf0URSz(w<$W)C*H!t{s74EVTVAd z3VIG+`Kh%iNc52x1wJa7Z-;8DQ2A4v|CAYO2!fXHxUAUk#?lQT3#vLi8$3{*!g7Xc zu}B{gH}}|yR7v*>cC+mP|Ywn%ka~r5{Q!)kK#tK zKFAc~G&}f$0_DN#nQ=~Hbm+7h@GO>MCCP?g>fNA?cCEQDsaML2^;c z(Y<>gYGy=ai2pG7;AiawC#&3IU$$FJ5yD0l*;HGQ1z4Z$`D=1N-5Mae*qk9_1AK5A zpkJj|!*n?vWQD}}HCG~6)`KR61ski`BKj9mPfZsZdzt^*6nKW!#KRWyriN5yVCf696^$!8kXa2V6`6uUPYV_eqrSgetT+I*V!F(*t z70|ZfXE^2V_$5W;A7y-23+ID_f8)AyC?eMcaeB|2aHVzklZY1SLLvCgmWcALUZMxeZnOs*f)}2>v~zN7+=Lk`%~#Kg&xGBVg8=B%t{3c7We1~ihs5UyuY3==RD zjBD$XlEy3F;4Zl8!|6cf6yvk@)AcN&&d;C_d^`xBrY@>B+J*^r#e-(jHLqDHw@IbD zO0TD*+Bddqxc>Mh&hJ+b$uyuDzb*CwBFbKrz?VFMB`Tp`GoPqde)%s1{ECN4b3VBK zcjs7EFt9E#h}~ZoM*u(1$2{e@|I1}I&~+WeF2d1PRYv9um;mJaZ3-yrnwL!kFlKW> z#Ccu|6!)e+QQ4E&|*f9OhL}^U>$Z zJ2q7+nq?6<{^q5a3oI21mce~7qJ1yLfk@{tVL7UeOBaKuCok`+E^t8CD-Swjr7?8M z>Ft@PK}satiK^@xbo3X{`9jBlSsPyGz5P3_$w1FtBR*n`EQKW0LZVAVf|w^Ak3?-S z%|%d6+xE7tl^x97W4UU03SuZe1Vf!ucy!+q8xn-^9-s1_C+RKzz-Vh#MJ;5onf2+J zn1hh}Ka6lZ;Ch&)3SYlib&t`c+>Lmrzef|t(160{q^1ETe1r|$$^xrRgD`dHSvz+q z*X9l!iH`W=0Uh8_Jf@0sTxpTyTIJsoDoDY7$+pDOp?N9l`}uu>Lh*l1G1@>9!@sJ5 z>(P6Q`l^)2xIL1=S@E!|P^;hk_RrsDvWSP-*9Ht6nu~PR3)d|C3z`NQWlufl zGECmgpe9p#Lb|`Avru7ttWKrbLFL;2FYeUQ=0jYMl5Qy#eT9}U&}2NCjA-n9hH@B(|{F$pv>>Y*x=<>t0IuInRe5(_@d z$~$}p41SB#Zg{1HJZeKGG;&sR^_AQ&yJlNRAT9*-ZX?o!i?o49i+Hg;s_r-n5mND^ zrirz7A0NDO*ivjQ+iQ;`z+btxN$7r}C!8u4GcZP-eAD0(mOFR3r)85gxnurSmi`gO znQgoKphUe=3KOk3`jeqiR|X?tPP5b}A;?R01qVggndRcDaAH)`Cic?(aMTGxzLpG9 z^F~5ybk`w!69e)5-FRlWz+GNL)C}lDeD|`hre%0B6FP3RU?V_WeTn7}z-eWr9<^xJ zi-jr`gX@bw&3TpIw?xzi5r{DrZGRXov4iB6E z#{vj`cs4l`KJ1+C+DDB4hen8-j{bHtt@hg7g>V^!&VJF=n7`X!f7R#6@EAz?+>eWc z(`b*8jXO%|feo74aWQI>xm#_BYaI02s_TgDdTY({X>4GZr%y#SqzV}2wb!K=(8HsP?b3pO)O%59|k_uwLZOo-*tA3<-1Z@rHETvFSwe z^`;}mE>f0>d8O&s@y_{ox+R_tO(woOhFkawqZ>PP;n<5WS-64Tk7?We)O^7WR4v|< zX4gyo7|d}2L$gG2`#qCFg|#J+^zWcuX^qmJtc_0L)qyYgf4XQJi%6iQ4ys`}!P32%2e`4+6~@eXc9R%Mac_l zg>OcX#l|D6x}g1i-$yTgPUTTg>RnBbu`YF;vhU}pX9cMJ=OLBbI5%=D!zaxh%tp=4lb~W{#6)#Pt<%)|egG5-p zPyOBGFzKzlx;D^0(ywA*iQV>=79hY?jaC9=Ul<~0vqlFhC7lULPb%ev?5BDR z>do_;`1LX<=mHj(h>%dOy@<|El35L!!30#fZDbl>Dffe>rc*CYW-By?{GFnvXTWHc zJNf6wb$7NqkKd1<;$@FMLRjkZK=dE1d#{uyZLE1MRxiNX8`{Y>Et2K!QK{vBeYV|9xw&R=)7aADVdY9z^NQk| zQ{gz`BcLl}+o*Z`epv7k4e=$hc`cE^&Uq~_ITHH*d``*8K-nbpbTm`EQ7ft3kN!-* z;i?v35K!Otr1L|%1xg+4-TYX1bM7=W>NZKWm0p2XF(Twq?1-Kn?RtJNVAu{cf9J>W z$mR20e?Sd~rt14S*WGlZ1@+!Y7vlLx2KdvHEj~^5Bjj_95Pw8J%p*E@k((^_L5H13 zs2*6L{EN`GPeq;!bcprt`wRA?lW33fpIq<- zP82SME=ZX?!XW-3^>fp!{qHZ0Mn=C=D%i$*2~vB#(1NdT1j^>?4}JeOg4SIdVWHnMjCp2VTgmp0=Vno;~$j zhVBZFVH_jfPociG{|E|UD*L%+c%Az0IrzG>xP7}4@sEU!vdqzUXJ z7vjN-_9neFR~M(hG@#yaka+2eLC@KXa<*^meMk=x@ix(#Zw_!$Vq{Vv78p3C+}^h6 zkGTxP?V5_VFdg;lejf(%Gat|Oe7YLpc%kyjW$pU$o(}!vSHSCa&KrKKs#$3u+z_U~ z%EmEL3w-~{q!2=+mac}N*^rD8kTq2}cI!Gnn*Gz3GdmVCzR`?hvP4%4+dL2D@YnL9 z>Eb?I0h|44A%SnG`(dn`$&{#b(~;BN^qFen9V4p;AwGIZLo4BW-IxvxnYAA$t4umV zf`2+GX7$>ZWbM7lAK;5b!ffw=&16p0sn*{)PQ!U2b~dfN@q(I@DD1y$i*Th|xoqnR>P-Kc-;|An1D;txeRVyW0>GEk5UkF&q<-PRhCo#n)1fUByI!?vinF4w;OYc*yQ;g&YZ(k`i1EI8werQ$RR z$fjseqInGo2YkvxI#>Onq~hNfl!s8Oh9}5Vibs|U z-a!tHfH^%7US#e(Gto z7TU*iGJ8{U1t>U7$d596*|pZ`l6xIk-~g0QJgY8W-V(R_OV;6};WT)A#vJS6y#lsp znjhA)K4Jl#8SchTW9_#fWv_qtoBBRLw7(p*{~PeAeR$-T2_<$j?T!fo4_!oF`?fB> zGy|gWfAY4eeOS{kv*&txK*#l~3bk)e^@SGtUt0<@Oh5TV9ao*WY(pa93alBCVl$HN z9TsAG<=~4MGLMUT1K3~qGmK!nALVrG&^v))VM7)x;qAP2T$mPk4Vo12>|(uDCpnGF zag&v>kbgY?Dq?Gu%%SpAcR@yoi7H0wL05i$H@g9El!v4?nKo39dqo8=U(OO^R7eTI?MX zL_jced*N~ll>gCs{2SxxWlW=RsMJrt?-r~Xpsg*G!z@{OXAFVWnivid`amkXxHHJC z4(!q|ylv{ANuRBjl=xz5#@b|`E!F06^80Mv2A7mQ@iXl0!@i%cx53-nbId@YBqz!S zU%x1qweJsM+mm<`9z(jBMSA8ijm51+(4=Us*!H9=Xntg1_7TCJjF7Eqc8DQ`MVJ2- zhgCnwG(Tj7yW9w+i6F?KhAIuHH@?B~fekkF@UMAVyb;9>$S@}d+wTsiTvtwXzg8R0 zFX~^*=@*c0R_D;`h)G7kg&;KAnfd5h57V8@*D?hTO{eLHA9t{{faqToSxaqtDD95@ zeAis3Ross&8Y`Xl?tslCWGShw+WIts%bYi0qr~4ChP@|=Iz+x%E2$2l7Av0V9wL&R zJ8R>ylhN$#7>UOV$Z?Bn?(2C$IrM=H=`9olthy1C-Q|l6ZY)n7)g5uuD?D^;s=u5t zMw;dc#6BNqpc>W;%()Ne@jZ{im&4WEE2X3Y1AxccdS_DXZf{4=A~l7Xm_DWL9JK7r z847_#R@&LVE)A=%`hfu}2Y0i6e(ewc$^*{l)}oR#6c4kzwkzEUx$ESrrj!=TR9$?w zTEf=oZG>N60!%CiL~o`)v01Dng*W`V$vB#(P-|H%e+lm$<92TmJoVwltW(U8{q>gu z^5ut3c46NXzU_{o7oypoX7QcH_4K2D{?T(ny>@DumHFNLo!C}KNBm-biqX7PaQUh6 z-{}DNtgd`6LZz?wiK(rH`yAt!d_)eW0MVsSc2CX=Ru(5vS&QhT(+&pv8{=ZXxxFf& zw2xy>$~q>t+CQQ&jF)*%h4ut7()w!S)g$2PvV+%ARYUz!=8UxN(D~|-y?MOhEVZ3i z0ir?DQvpZT^jw4O7p`re69|{mNp7ougt5a<$C&DZ!t=BQHGPhr>nM*v(s3)oRBjF1 z>HM(9DAeVZ+(@fON;{YSbAFF@TN>MP`u&dc_Kr5bc{<=fcOI)Ws=fZi)3F=|63P#% zP7dpeU%_JIWDeW&SxwIfUk&V0v`y3p{Jp8F-9rWjqT6C{^&M^bmZknTSOe zTbd(co)-8F0Rk830GP&k3whZg6rRLP(Jd0MR$r(ZD&}U4+lo4k9Gc>)+hDVHdl6ja zFl+$Mscx1T!Q@|{-oA_(DsB~?jpit0vx_EgP!G})TgP^a<>KgLSVs}l-~GKSJ95GQpn6_?Y`zbJUT!oECL&@ukJ z8;liDG9rB10Q>OZ^Sy(r{||d_{Z;k)ZVhi01VlhlT0pu%Iu@mfC`d_n2}pOBfP|!U zhkzom=4?k-`Gi&(%So_js#JZGFS-tXS~A9%;$2ZkWxC$4+WdChBHZ2NF<%$=rp zmJo+(qT6}?tYWlY%-f!PxfWAb3iV#=|K=;Ux~gvwCir{i+;Jvqzz3Wf@!5 zbX)h2RvT(OI+OQu|$D+8QgCH(RVA#tbn zn_G!@x1{|cVV*@SmBN>4Nq^z+7g4HpVRJh$^*Q6wL&12f-c0&Og7x%05^eO(Ue`V! zvRf595xdz|@}l#hdhzq4Gjgx@!D0M4#E^Y2m#|PAwdKtyVpLFf6r6gC7%82(P z#K0i*>`s_ig9-AZMo4+t&-i+QDfQ6`3u)wsQP{xNxxjGpc~ab)CB6(~%mHU@A6YK> z5MrJMS+m;IZA;?$)d9Vt8mZbcF_}znD$FxoOP;nePd;(BPkyoAT1dh!e*h_rb9vmu zyODqILYv<@!nQRGmZQV3w^Xm+ro+7SI^kJGY2=Sm=Kh3X-tELI%=Ixuuogd@Me!;- zWX_~xSc54W4Zadquef@%EJxxp&LRP4GHu#u+n8X=OPJrsJE%V z*i7-Vj2}PV98=BNjM_%*jQ-4Fp`?<=H1jKX@oomcWltMqGBn81q;dVK$T*72@3}*M za}xaB{}hMPn9&MTG=Q>EKj1T^WraqEz{~RLLB6?Z@Ms-ePsXu%Z?NA*Mo8*%&nm2DQ%Ys&%_5JNMvWsq7=o)zf8$x@>IB z9*n2aD1Wlbd>L~iX7FcBXc3xyrGEudXWr82ihzb}BJZQxv)O^}3g&HI&fkuqp?j~% znnI7syz@f60`R?6u>7sh3GiAQ`E8UZti=qtDIKg;;+TfqrpE2NYpW`mWHm%BES_}p z9%(vMwp*<7cCvAo(gwS{=PZ@%UD+q^y(@?6Mi;tZI7C#pzi*E{D88d<@9K1?Vo7crWN~$^`7k=h3>hZM!xx7 z8b=2*QL;{VXUbpa(qL*tQiwpo0vFXnO}ffuUjfZUXp4~x#RH=c~DZ#SQ> zVng<8)}SC$RyF$#PW=_UKYUrc2lV`Q2e^k%S`Q43Roh-?;3k_$Eef{GYTu+?^BBet z;{?bBS$J1G+1EO{EcP&~AzyIFB=prliJfZgcrKcW2~#cN*3dG`|txG%XzEG>b>y#>(inRm$&cp~GJW5B2i#O&_q zZs;yDQP?g%t~r;jV$2<<%8KJ+a>#2J@lpCDa@dn|5x1c-qd9j@=PXTR&s*jn9+d}} zZ=f1*z0tI$+l;$`s7ktWB*1IDF1@ z4kzSU;OG|cWzUc$*jNl}msIi=RHqxX+MQ)f>?Z1vPL~r|8cS6an|AWNx8IgI5H*yY z0KHhqc23ML2rXd$0H$1ZU02W{V487n(c_@9xcO!_LgY*x1oSTKRxf$?I|g6hAP+N@%ei~-(}=IqB4VEQ8NP*vCL$_ErBHK%<)d}YN}&4In~T8J&2JL8r6B2NmeK*_ z%xQuAtzFRk9!|svY2TSBm;;W)-7)>%fLD>tnV+?i5S&IYX&{q!)z!|G4{j&|2Sekp zjBIWMW<(pUG3s{?H_!Th%xNZgks=p3yknM*pTZ|U{B6;@K^1|E>iOP@U7cH4OSM_fzkUkr2iRXzWTZ5|(NJ(&om)k8$;!hH& zon5pGU7Oy6G)YLnjwf6_uEy-D(#zASs(J~-^JkQXF8zGxjjc~^N+9>AtH{)<-#9VX zyOK7~kTY1Ckky`Yc&F@RhguYJV8~aqBl$E8=Gsjw<#ZK_@w#S@y%^4gXU?Z*3azFF zEiSI{e0V0)k>-BY=dRa5@A#}QUwO=FxQy#HM;kM{aILk)VNkfXu!v>dI|SKTr2qtb zc^{_UIiZOZ9!15p&4Gxm#!gvtiX`vmlTjHy^KnLxi;Vm;ErLMGo1D9w-NPhN-hIPh&@#qdgUYQsYb%&qp-D!)hucbw zL?eXfK2nTCV35+k^L`N=g&rE$=FKP6iyOS`)^Pdkx(w?(YiCLMywjUA_#1^rbC;k7 z1ntrot@-zUJUX?ERibV@*?XP@ zYziM+bPgEhxZ$^pCgo=@QNY4_6G^cLqj*sB%d+99>&Eo<<{GDff;IzrULL9fL{6Fp z>dLrs&${EBc;~)*%`^D9lJ!Ln*mJ<5;yg!|{p|SNP}|R}%9)(N#?4hFDv-|NGrQ@0 zQQm%aJXn>cHBr_*tZ`#m#)f%uOcb{hhpj79qY?8T5BUH3!^B={smjdvnDd^yKdpZ^ zHGoFK$YsqP&sc$nbxW}Or%QWHX^k!uXU;3Wve&FPDS9l#i9W?k%E)${NxdnzClH5& zH_o*wdCff%*yUmk)9pR+be^!@yF+ddk! z{!EWW5+jJU>X_VoGk zed02KP079G)&U=aM-bE$$2jm=kP-oii(?~Qj-~-+MInbIxE8 z$9T9gx2mi#negFs_Q$;aSpF?Xb4zt4bh8iDWg?!Fgp=cJy^&5g?4qBHZl#3w>E>{) z>c5j$vbm7v(r!FFj>5>1`A%O;2wc&0`OOnqz8wpKwY6~DeL&1WdTRP_JCW8m{E zbUf|XQ-tV#tqS?UY=m%0$Xb&=38I;$y8Jpd%TlL$7Tv2dYkFn?~@!?{WZ zcX3*4B^AE>y#BOia2J*`s|o9xNOf8WqmKVDQuagZ7OG(8q53_v($TC!_HWDjB>mkF z>rh!24+1@wmxHChYtK4YoVUl?8<0F9CzWJ>B$?G1e?>ezS!>(AP37(6lMThS<^Gk* zyj`WU9V_mXuU2x)Q?P<@Yq#=c-2TCRL)%RCS6##Ee-eD&Gup0g_;j2jK+RQ;p-1og zF}{8Zn?kTpl~g^yd0;*1e)7j4#i}aFB_S?Z^opLn51h%LL=r#AD3v7ef%uQyEDgpfDNc=@~?c6o!` z(AAofGqGDfL*FvEhrsXuwF8Q6AKjBKZ8OE@5Z<|xmW^rSAfDr`rrmGhV-z}s2+qB) zT$UXH6n^y;zo1I$c`PdVPZxHlxXG1@wC|KFS6g4qOA+gq_$VF3AAU|jYD8vhsW&F0 z@2@gyhTd24Y#`g8h}wf8x7?Sk_zyQA6@?zwX(|i%<-U3ZE9FylaE8#-jMVRiN9p!X z<-BnIkh&K8=5KGw%^=#k=H8O0i(0t_a;%ei#wk?OxvIPdHSY7^ekR0PV~)>4eL`!0 z*K-2TIjVeG&}umA&Ovr}r%tydk@a^!?PaLDu1is-wWslyN>)eMmo};*R)?253Pbwa z-{eZNTtTGZ?uZm+rP$4RJKwym1O#{tchA=%t7Z9SXcwrwwJOagEDH*&;65ofO|_La zON*knR}K&`%fL;c6ipr*1@{7ZnsUBnS%IwTo{w^kVTIVNDfVf2*ihVk3L`H`&!_X> z_r}ZOU1GXQucZc$q)G2z_$xCjFaL;tE*sTGC77`Ob@au0+WzOVy2$OJI5RDU`*KNK zKi=XS5>l~gRk4<(Q8HeAdl&OyKIwvTe`&rJozpyc>}j0mK23K z5l^M50wIe${YCo^vJp51vZD{Y zQg`Q{$hizt+WUH#EN(Y7IusBN*8Xv?GX43f@1%L(=YT_NXV#CR+cH_yw<_ds2w-rF zrnGp`#N;Sha~V5ihcn-7;nY+7lFA616@&4fP%3-m!=v(>3>c&}Fg(RHp-!FbphiHb zX3BlhDzvZcQ(ypO)GCzXi4FtqaQD63T9R8FudDQ5Kje6HlE+@Vcvz$=X1^hraRw%O z*A3kL5#r$PRpSh=Go~v1p!Wa|ZWAy85a1H!5Ze_=B@s9cjH>1b4aX4^`6?_)bk@sR zTp-N*mYWeb3t3ip@H^|LOXL~6`U#G4i!*zd;hU))P2zwpplwq=@i|Q2;)BNHYE@=3B za3=fwd1xx{3VY#qW7_5GPedsu%ZY+~Ew$r9R>R?*o~bC~CB~cXy@?dD_hpS$MMgO0 zDrIii2{UUM5#{xA)@B`lrhlju=17V!kP-+7MBaa2zB!a-dYMWm_qcqu>Ybe3=SMk> zU_T=3rBG78aMk@_j4qf zO@qPl=3qGp_Pi{t5y!TZ7Deuse}bsFvNrCxJ3X>>^jiXN2H2R) zg2V%`n4lkvQW289L0tRG{&;7I3y{WLRli@?|LT3J zt*t2Hh|~0OkmF)r)8lqbbjEo5dI%zjEe$F0R771xg|&J9wP{hkX^%2u7o7?R|IAK) zljE|xwvlCes0o3TKiz9vflQXC=#ll(`(!lV8pYc%T;0EZ^7jll5ygOy2036d48JcL z4!OH*bI_I60@?9;F98$brTFE94JPScv!>*oh&DXVe(IH~w1Z3B|dI$MO^ zQ&ofJ>I6joYwdTGtYVdLMLb$ny*(V~TCH|8^|nT_YqN$a&;Do>?ls?%ZRog_?nzhg z1!ikbw^N2!t`t2Z5)mB7P@&}aigKy!(&wF|$=leRRu%+L&2{DlAV5|%3KEwm+eWR0 zn&y{>$kQo3y_Zq`DxD6)BBm%oW2qX@YOP$kv|X@W8!zaBj=k*i6sGoZE=FF|jM3{` zZn}G)LS3rMqFb-S>qw0T*U~+pbS#c;0l}Uv8cz(|oY?t5$=?8M>=rYTiedCeMbSuI z?lER?_1@Nccp>JDQhBAWso$L~S>MZ@w=hREZk;U%wse=6Ez~6I;g6ZbmS6q3na|M0 zYR?o?rRtEb+c;J9w#^tAa(4|*+g`1{;`DA3IlLjxxD8!;f6}e({+7FbecM3Sw|iTHe0)u4m&_c5dQcLy6%LyNB!W~L;Re=FlrnP ze6JAr*z^J2ET;&@tdIQsz#`H(-=~OBaM)rY<8~}!snSK6L4osTrrq&Rq-b+%mPHFJPWGzT^SB+z^kcl|)1M?8F0B>o#ww zc@G{e?Kv2u^O}i&NL#GuR7(-_(meLn%h5Q^${S z!!8hn^J+eoStX>4q|f#9T+}dU#~GM-RNDp51JehJr}u00vr`#y%dk{Ac?(!gpUL*? z-@MNK)y|9|`O=vGlYCf?3e^uc%C&f(`5L>$OL|5Z0c#L#(u6x+tfzcI03UFq?2e>7 zI1XW+Z{z%7M=7DJ`M0MZ5XDJRD4BHscBfn}y=g#5`*xvum9&4b(8NDuns2XC-^&gJ z>uZ9Nxi@Q3ESq8?J0Gm_Sd~r>Wa>ZQ)C}(TbLzDyZj5(i>gHwFOf9iuzc#6CoDVrR zpKa+*(5iWjosU#sCVfP2#K2zJXmcSNVj5R0=H*UiQSG#$qKixL_hPgv!5t=hRRXs( zgx<@)SVB-i<)r-1rF!g5uHnt}(9k+3m`S4tqACzaEez+2eJ%*0S!Dhc-aOrd{zvqU z{wI~cz3;E}E2*DL4w*YaloNU5{%ZXby0&lW)HoD?P2{d-u9%=#V4=~UrCk?k{8Gj3 zA1+?(7f_t&zULZA{{8>rzt70bhghtU;(CD$ij)5U-TvoGoea+<<&KiJG593S1)TR_H$w>;L{<@gtz?D|wm-z54r0 z{{OC!>I2kWePELI`rp4dL|#9R$$oPD&;A zYfh8R`wR8muO^#)e2~qzNU;L2Z0U4wj(?ILIDXDn2LVvTrF7_^>pd zO-r-c``WVQ^PMwLkf#B>vIHA4$~cX>I##PU;8L_8Bj!Sfs19`I1lmKd~O9e_Y|kNz~{{&+fslp6lmFV~l_Vjw#G`m?!y zx!mf%2kK8LlhRMx>QXpRgr@-%xUQ;o*qQ|*g+<50yErWY;@rpRz&?;Z>iRf&FtLU@Fbq2ka9n1Y2JCOoyIn)j8$? zMS2)4OQA>+b}Li6{PyYmaAgu~1VA;DpdfGm3~+1YH3_Ynf|gL#oOS)h(q%QZ?^kXjjf`UY=>QDA z$~9*z{m6{+A8fkGC9@OE(-%noBaE=riWX}zZ*JtDS-wewP)$CE#SgF>&k>UQ#T3MxPbgGOfv0S>>#+c;*G26UWBaYoPJ z8HZ_upbIDM94f|ulGPb7A$Wa|%xf_Vb{eb|226i$%k#W|-w0oIp+AGSVom+=v>Lk>1 zrIWIkNG8xOq{`#`l=TiU1h3mC*kovGmL0i*n~6qYUg~FGctl_JHQPo!!oZlagzT31 zOBx|}E5_t{v!|D89ZUhMJdU1I*#F`w2ifDXx$|YNGKkW98r5O{_DdcO85y*kYG)#<7Fm%S3vncN8x||q=XNj zvC5)S`7J6(NQ%O(BRCQ)zUmlXaJ%&e5B5WrG#U2V4hr`_R0o?-fuzAy!LfP=trGp0 zv+cJ1d`>&cHah+RvgZYA#p&|RM_pudpiApHK&jpKSSH9-B>Eh!NHnW6KeV=65kt2BWTcQw1 z=Ay%(5EHN*faTkZxjvu)8r^NM=Ww~5i&W=FarDUCC-aq2m=+YQcDCh{jUFywt5UMa z#d?gWGcK~UFRFv)a0~RJz)a!p=e?a-e*Wt6$?yUHPE zRoU36te*aJMIpoLP+bor=4?C0D*bqul~qf@SzoXm6;4ElHMcpaC8{rGHcFcz+%cL2 z3c)RT)v;0A7c6fwRjyW%S#XQZmV9m-0nhCR)W#Gvw5o4qEz?06xi~rA8b0}hADIwuR8 zqc)qT9N=v(|1MAqCX=T>qRO6u##pu#-fg|qICt8Ya*^|JsQSgL8;1uS?Y z_rU12H1+C~K3zM0zz6^gyJIffqn%*4%H>BW*;B4vF%YV|n`D|^3Z9dx0|w3q-@#8G zq73rGNH7ESr!dW~i^LnX+hiA7J_Lt>k^{G%K()vvG`{$4p$5N@wsV22p8y@WslNHa z@WS}a5b|g8rfSWEx3N+dCFpj-VeT8aQmpD%k$XN4Vg*W#emEHdOYZ5TeY2JyXuM2j zng6YbQu#Wi_E)ef%BZqEhFaL#RPEQH2TCw1gXYBt=qrN-e*(qp%hN*73xZQsbwn5m zcNZzYwKlDd;Y}=y+EDj(o=$xg$S|($aWfrEHs-aMWG#~wi+^(7J;9tm`D%;H>g?*r zWTxtmbvdYGRnxiFoYS$U^Kf3F!-;jNquWMN=KOguYQPx%w(? z7boy66#o~H;6^M%pxK#N>|Y&AL`b(*{kJ(&CPn{`SN+o&-O3Mw zb4^ks6{iW4k$$#Mp`c^aw%jK3<_2xPU%rq~|;dkr*^nO>Zej}OE{3$8z;!r<@)25f1 zB~p&{Uv5jqFtNc$j@GYYUN?jQ}^y*)JKL9eH%LA^sjwKiL@8DKk z2U{_WMV zyl!{VAO@Rmg8*!!ySBI%zKrIuIne8#ZV6eNp8^~6O!}!|O#)MI@7wi7oxYxB`p3I= zSWNXuCdvVTH+9en3ccDZ>t}ZcD;=km0MocxEg9leTm52I!d@$g{md zAWW7PS5GrsB#^%VuVOt|1aj5*3lI<#d_^huM77efPPu8$$zU6rocApVM7IV{HLygr zML_liXd+2@&56xEz~;f$5To&TXXT#9gZ!bX3}bjh6NOs*J~m)snG|H@%M(?F=Mkj5 zeMOCDnke5?rNz|Hknr()*iy64Pgb?*2>We-fvR=DI*|acJTlZWzd7)ul=xxQ|9IPg zY!Ap&t_Nb@8Q#k<_l-*8DpR(tfF5W42Wbw#!lE%wQ{mx-9~pG~BX0mHDFg?mZj`_MDnOE_ z5AfN)B7=qDJv4l_%i_hKnbe9>)gESreb@Cmolq0SiDzYWwQf9BZD(dyw->oOZ1)x` z8bS>dArIT}_P_$lW9cWX&I%ow0)6!Br{H?cqQX4-`@A-;Vz+@S>omyTdK6qE=No=A zT;W6UjN9MeCCZHt5Z`~jx-;J3b__LR;)oZm9W@?&4f*F1cjJU+XhF-x#Nih(2>7rS zpgK1;z=J{Yl+&uMO4&t&_BkQuy_?ooG`}U2V&n)})%8KFBzu{~Y=s%hT|IMtv}V;6 zMk09@Kxx@MOO+Of%U)+2!)w3ZQ*q?-Q$Axq?!hh|eqYc8R-d0TzaG`XY{N5dldzR& z4ow?dt-vqH4w08LPhx3zQHW7v8k?g*pV7=#stSOhbE_)}-{7))oft^4Blm#d6|2Ag zcKJ#mnL8|_glz$ypyz#*0&&`joe!50jr|PjK+e)6Xd*T5P81|m_pM+|O5}WJwWHH) za_rUyT~d@AZ$?$iD$csP>YuAQ^aq+Di#^v-tNWc+!%aY3DrET=#%;X%fhG^?E6Za>?wK8uaG`)*(?E= zwscgoC#S=+dq@1fyX`KKX6uG3m*R>v*jnl}5c8<|%it3Rxe7p`7rVy{{<;EPfO7B# z5(u6EmE|ymnAHx|Z$%OD$K`0PPDI_@;>s^>>pz6B>x_sV`ohKDwJAr_`s#!EW#0VayNXIC2dXp25Av!Z=M1Hj9W-8Xk! zK!AY;IDr}~aoI=hJ9ApCNMAv7e<>HJ4<OP<8yC0qx#~4WiO$+oP%_Z{&p+-F48! ztkaZEf--(Qj~F?}KOb`k)C!i8xJNQ2wlkojS^*i&`!7;-OwNzYs?eIdX^wMmUk^Od zHd#r==_mT4&anMuS}4!XL4eX8ykH(b@Yzc+Z7B(!zJ9p>q=n)KKK@g*n(MZ#)%=2@ zvQYNAo+hw3v-uVrl7}*@b^3y%Kn%J~IVN{okMb6|Y7fEKKvR{9-bJ%5ovL@SIpD(C zSNx$}M^kIMjRwn&krV306}vj5u74M4c;s`7%xJbjks38P!Mj+v5h%gl*zE8u{Q1^^ zy84g3_{|V?e7k+{qS3lHCQHfxzbt^ax-e832U^;Um_$cf^nbvM|DyncPsEvhH+&^O zAU>Xl8-BTS5iJcmzcCsWR&$fZ+|wB{e!LIwE!C*DC*PsNRpkbJ!>Fs>pH~(HSr)2o z4W%{GDGFe2;6CsL?kkc>VW6^L)nDNUMCY8N+1j~`D@wW1$teW#SWf>o<*}Zxp(erS z$HFR2$bx)LY4>WCW(I?Xl>Fv3hiiB+61Wdo{&{5$b^UNa_ds~m@J9ePZ*0su&2#j>S}wBx{1LX<(KiIFcmg9zj1=&6*cb&y|*J&y?pj zH@A`&y!GqB)6V|xxk8Lahu7Ei3yr1Nrs<-K#UU%?Su7JU^QKi#lL|ThirNIb$l#|t z;Ebv23?=d?cs_rEqF#%<&!_Ndi=1#yLmME@yTrJ%>@$HIBLJAi&Hp6$M|kU787Xcl zDOVC3>>r%SlNY_y#9Vg^|fVJ+g zO{F>v35v=+Cgg5?WxCwrn?4JU$g~`Oun?Bg=PR+aBHcS+5e^d`#X6;_87t7LE?NLO z6$@?ldlXJl`|G|Wo>Kysw!_-o4Ez2YGQM(33e788>M_`bg#iIG-eO zMS$1+p(r4I#}9r{Lr(vBut2|%<`Lx05UBhj&sd*wVcpwA8KfG4MgGlvDtNGI1Qo&| zPyn0h@#ubgeKSpW>!J*Dy2oWT%hTMkq4G#upQ3jL>TluB}Smix~%4BAa_} z`|ETp_~NZcK-qNEGySO`J0{07OW50}uu?7TFb?}}2lj$C`04A;Pma^KH zDAa}0!V{rlW#S%lF) zBn4xeiGkCOxCGB1G2+R1J74S2ScxZ{`pbf2R8pr{GIGrQ2s4wXU5G*LD#fw(1D-&- z`x}Z2%t>L!tuiK`Ul{6_Jm%v)Ikvq)WfA|ZbTG2}aw)Dqt$rl^&j;>*k>?U>-)T;J zRbgeVfA1lQqxD4tK5qO@%`NnQpH%{Y`S}0;W5LDmix$6#{@CPt zWLN;a0Po7)dhEtBDM5j8P8Dcl7060Ov@A4~!T_|?a;GV_-!el$i!cF`1G33HU+J|9 zC$|PuOo1R!A>_2v!A>+hcXe@W1!jPTT?dlkyR4c*V_gI1)AR#3tv?4TcZ+l7;wC3E z-#{!hEo=&uMUQz+8qO;%yVrYT3c+eq)mr-vpUyZAox1V91ic$+U=WJ}1iDv`>@@va z`yiQqYzwcl*~HV_XL!fLfiS#sCyrDrJGovnM$cZUi ziF7R{3i_g`cAQ13sGBZH!eQnpqnbul0SZlRkL79sj?S&S-CXFC;{JW+vR)>hwG`N3 zG{KjZ@U&>WO?SF+NVqxxt&O`q}!d(IOTbE7~ zA^(@|qRRva9wD-=JdN_7r=UAMebFhn3>vPiAI^Y9Y!1|6W3WI@CJMGUTUl_#8Q=-p zm{nWp9+xmDhIQzVdR{nP)HrqVeo9 z^Lj6#*<<#6W@$F-NBI>c%+iR`jF2NGQY~NvCa4XdaC|f91g|4>IYOd-G*uvi`<+u=1(;<i>_-pYr-q325zfg8QhC5&YIn-+#)$2 zgU*s}ZAfX??rn9&MgjggX!KY!WO&+_Wn2LVe>XGk63z)sf_$TX6*T`4-J|z|ns||U z&F^YSLJPD7F)nNHvziN)1Y&( z%^))mRtA&gb?hw_?H`o?LGRi=fWKD=N?PtNFDpYw*E(@qZ9M5D(j#7CUD1(S5C+gK z%*Fssl5vU3aw`oEEYk!RO_BzZV&9rX%o1CAoZt)ocjLTo`o8(u412`;cnn=m5+uDo>xhcR7&mX_uyjJ41%E;>G2p!+tZiwnM2e9X#C(ds~c^NH+})T1Vu zcISA{{_K{>xhA45?;IJeRA>6R>Mc{SoNKq*mV5v*{jS~<7bSSF(2bk^}el%VVHmZMz=f2A84L&w)a+Ua_f7srl<}t>ViaQ zN9=LvmhWd>H#&yY5)>_`xhx(be@VzaX==L>Ae)z=wfp@NgsQ`~6U0M+&jvIWsyH{R-1#urFYf6k0iSdN?G8hpG>Fe znx2@544cdy&u=ZxdvH65A!ZiJb8no7X3DuuH{a%<$oK~3<^$u7D~T_|A+j0``5uwN z@Zk8~hA&45AeG3!u1OB;-Pz7(?W&j8EA!k|YV>tqQx~Pm2xWX8*Zq2XN|`rNjk^gR z5o`vC;lxp<HvGw506;p)yk4R8ALCen1Tu&1DaB19;k+x=-7R<5*Nt zj;>6BMgzc8r$x0`7s$>;(i-!cKO?MC2N)u36}ioaZR(N80aA6Brhfjv9I(39Ra7-P zqg}S6Tpk;bO$`aGg;iLd4{r)kKbLJ6EWH>8PUP<^Gj7k8-cvJ9oOm9L$sr>)AwSFW zSeitPIn%2mFRV=!7OOQ}NMz}Tdt2W=}Ov7j2ncZ_MF-!RXxw{!CzvZFGz0g-iBW~dN$7-M|hGsqRS(4 zILkD489rXcv)aG-Y7`*g2y_@&=>#QDRn-GRqL-m;V1=TFTb*@a%Lf^@AG|wL#Y?Wd z?G2=>Zt~oNJZlTZPd?Alsa}ZJsI(9EP=~U9U@!|>)qmIifadL&eluNl(;hT!*;UEq z*gyyBSJ5rZ!sAG#+Gb`|K9RjKc#rhZao(LR2xrk<(fX zfyJ671KSUYw4u}n6K|X=x%OL1s4WBez?uBq&q@{!j;Wm}QS#EP0kt8a7Z+yT?&E9a>hI3@sZDJ(;teENpf9;>X(#NoAlVAexFpM&Bi9)%7 zQ(SgWLDM*)$zm_$nMy*mh?ON{+ucwJ3v8B~zTgXt;|R)|!yw}k<^z%pco?zIb}ne_ zd@iExdUb;5b1q>_F@t$R=U_HRrcHyGEEPu1*TL&lrsC9(B>Gv)-)riqHW}V|VY}Q? zGO20tW5r3%1aMtPQC$Y_XSqYE!V!8~sik-)L{eq$zGs5XU+MLY2v#pO3O6EhFp8#`!zv&X8hGo< zAz>13$q&wJNiUz^EJgpaV}Yg#Hye_Xq4U``$lCP8Qu^|gHS;B3IcL@kd{!i$Ps>~P z%DG1c4!3eqS36dcCtli3v*ZdVc1RgE%rhJxIJY*_6y)O``q&M%bn~P!Ov2mRy2d;wyFBqz|bM^wW$;;@lT8 zyoR^9=|my4H0Lx0FFGo5hJ&~K`zfwcO|jCYzP?KDf`moA7jN-9(-1K0#U3+orIHW+ z{Ffi{ky}<`E*`;SYp?T1u>@5+-b@^eV4+rW9evnAe?G<@Sy%Rv$dF>9pO$VtOkY9^ z1CQdF?HHpf)6A}gj+odLJkYhh`=NOad!4KIG=XGwGVbu2!)1A6!jTN_k#5BcGFbj% z|DftmOXzSvi;XsP^`&d_5qTS)#|T99fLuJe3~?XvJ>PlS+jqwGMClS^jegDJz0)P` zaKOo-s8?udYnOL~uo@;h_mtgIcz?c7?!hR>Hp3eo5x%~Vljrf_s-F9gJprblJ=%|J zJPy|8(?iqJPJeac;mSxq&pRRyXT;+V?LO}0#ThRCL}6jKryfK^5>(g}Uo>=XVkc;F zF~0A0i(Hyg+I-GQa7w=VVv*Y#9u%>UF{J|n;Yx(*x_j;qGPf&0-ujg=L zx>xbjiLavF$Oo%l>O4~;m~>(b2CNv^JCxPm3%cyPNavkq<^=+o50D{9<29YsrWuDd z2Bk;T?*#!`JJHek`HT^Uup?i7`Sg{WgW;v9!(G?k=McGmx0%$2VEHxSjxxqzy4TNm z76q{}2P!oeA>IvW_zJ4UWu^UaW-_&7*RfGMs6W{nu@~=L_3>u4-J;5tn-y#aLE^OA zhS^{d(luy!95LWu9974{)xpRye{bYLdb(D zNSfa>hn>uuR>_1u^XiakX*bVSn3#?47?-7HQh#vc$$Jw5>>c?l-0 zqZMjv+*q43Kl||KVo-7Y06{mJr$N7(Yn;c9fzyqad_9lldJ{wJ+;=g1=#ayc*yrh} z+8@djY*7Ubr)Sv5yhko#9p8tR35t_foi&!eTgIXr(&w|-BDxBPYLANE;C zyVmU1hydL~>iO%IYF%1NF&vktJbm^B=NRqoNt~5*KzZ4lW2n2inw7+ zQ+cL7NrhH**3DM5AmEWxQX3jMkP}!zt4v=@744-p0YrHUXB9DLBX+unQ{1uz+z)o& zsYkoKF8K-h-8%ZBVIZP@_|cXx2F34*#goUbPsK*w95TGZU7ZKQ=d3jvhk}mfBi9mA z!dqk*I`qSqNSjowhOCC0WVd|tGt$NL!=aNi?Xg=0x3s_3>>>``;-~a(4=H_5$iH)m zN>Q~m$u!`}gH#8$`{^c;f3+pPP-#qne5lT^kX$n)!TVs^<-Ccx%hER8HQh07Zk01% z<|3}rC}dA5{CLQ~xUJ?Z0b0z2kQauxF!1tLT45e2td3SIIF^{At%-T{5b`{KyCn$U zHxDGfb3vW1O>2{v>;x;cDl>9M0f*zOT}@#KPQvK&El%)4lOmd;x6 z1j*edvAf-p*pe!#UAW`HD&H!vbNuO5d3r>4mnBf%v@Po<-@Zo@isLUr-$x#L9+ zWD_�sPR4H%wGUY~y;^Bf~pM%J^C|A~Gwos?9%aVnE~(qeN^a5E0M_Ik*U0{09em z`_Flb?rnvcNgjU}VE4+}fiOj6APN?(u#-)Uj+KNUDpJT%!4sl?cZZ&s^j z2z8fLIh`WIE~|u=!sj$6>AwVq*__-fS<5hO=RL;A&Z=!*h>Se^&SY{<$b(;<& z6Ai)mM9p;y#rzd%sS%;?gNo>LgqdOT$|x)Qw!`m zD24G7eNW}5W6(^>A5r{+GCGr*EQv`jnZ)}@ML2bjmhnAp#B){S;g%bTi0Dz-2}2k! z;XB#xz7T6%veS4oqyB=bt6He0(+=L{vW~M0X%|j)V_R})c#;^3pW(*uVD?dG0PjL~ z#f>bkF_ble{J1O0q>HtQ=)7rN>#HE<8b{gVb@lj z4L0{I9A-+}g%|E$XwRH~2w<>+4RDq{thaWMPt0YC#$!GmmZeVGErZHk-|zcaLq)0a z{X1gS3un6e?o#m^cor$g5SWI{GuVCH>W#ITFmd%OWLfK)H1w~LvUi8Maw5}8ccO9A zd%kG3AF46Gs{P_c{CwNC4lnZkqmx-5A-p?}^LMyg@OW#wZ&%wS4thT)sR zH9@uoXG#}`>m8=y^`dc|YUJI4)3kjW7F&&2S|q*~=f!DC z3I8}+aI?B6bil~*OjgPrbLnt3o%WQ&vWZKwC+(Tf)sYz?b>^5T+He^WI@+*(xR2#q zRnBpuj@BYQa&3(@(uKReqX#9Z)XsDBdtAAs`vIzyuf0I zJVTSIc4JK>X2~c+K7-t??AGxquI*KjJq6dY8&=7YpPr^iNau$REhiYuOg$#-$p)7=By%%7XMI73arILBUEA$ry4P<#qh}_& zkJg$lsEJ(ALzta-l)V0iB~VYC?ih(yc(G7_lvL5%gQ&yY<{uso<*a@6rb2kUrH@T+ zm{|#!s-UO5L6QI4hN$;<*EeoYqNmPw(?lbugQJD4v&gC|n0fkmz4U#FRd5M4I9J2+ zaKB?gd-g`mOTO*!oT4e};yPeSU7av`zFOqd@B;zP!cdqpIknN1nAU^__{|dsM9y#A7+tKLP{O~963N7M3yKD3bM2+778cxpzB1NOHgw(v zO9786sj^BBtkfjxa>v^2G8NHJmA6i3U1eOm!Fra{N>J#Blm3DfcCG}jpOY1SXPb9B zBGR?t+`!xXO!wr=ae7}pX?|67tNIy|{nkIHie7 zEbe~T;lt86?Yw3ly#73dKX1lMG?uKCj;fM)a7+@{N7Pf+^&+dU#Hp+IV30 znfMsLiA@)kR&>EA>HfBdobh%{B{dJm&bRfRN$y;XhHPY|K`qmRA}b6B`LvFT;#w?K0> z&*`Qc>!(V~`M2*+?km7SOz9%-VMv6p_SRb7A3Xx5FsHY_?x@sdejPr>|^ zMp+4W17cp)(x=Nmdw9iAD*KLcFAswj_r+g0!lr79u`eTDcr-xGd$?Pzz>0-evo;_A zjm3~Q83z?oz4Co1&kCodGZ(V~>kcZ4r)krhPYba%{6puN9`u$mN(F!Iz3fy9~uzbtNELd7UY0l zNp&n4xnB6YNK?;0Sl83=*Ch_j7%_<%ha4=(wAbUR8x{S6awWTHtj5EI38siG{rZ8j zU;D~zEFWyB3ApR|MxYQ^KlW$7y1$$B12CNkY2%8?vaz*l>FkGV)WqJ1QE3n|2s1Hu zUN2lNh@9M+g=LI5a0!&83BHXa|3h zX_Kt^CIiVIsg_#$1)y~k&F38;%*4ons>~7{PX6$4S&L*(ShK86V_=J7UZ_ff9E0JU zD(2n$mcIBR))GIg&C)N~%_;RrkVg`WIxf^HU@acxkrJ!XUGsX$ z2o~|qd2XjHbfE7>Jd-xnFe=_F|4wfurn#O1%pW6SLpr)pqX?^veV>}c!jHgU$Z;V+wCpE%gcB=Ob#4TLhIvBVUC^kP~GZ4QUsr8yRWqjzNcnN-Ud#$Iy(P6ttGT zFc1~LL$eEZNQ(C<#F+&xu&=^-lnHJ1{iXN|UPBYIKMa1Ry!b;GdkOpC;t@8|z9DQi z&s6xyxY+lEcpOc`19C#is^)U^a0;v}+drlUo1PV;>BXGCX|46aFJi`PGih^d z#s==+}UMLnR9v|#AjQe)u=NPR;KG_20{S`Qg{ zWvV`ft*@$iSZ=0@KpIzGHfOszG+XYJ3x~qSUd)4?Xo9O%VOij*(v13-_)h4NR)JEw zk=jh%rRVsT2cNB#S}LZUTr4G8VV~2+?P{BLs0$s$gwA-h_R+$6_zDio2156b3;Vz@ zvmKS$*_z-qzKlix|zEXuf^A)d%5Xy>~X(Fn1|R%g*YJ(x+bT37)Bgfjboy zW@@>flo6_CtU2NTsmHb=Ri}6-&rG>L#S5-@rrU*B>y%IIF6KtUx$++jFcy7EmJ)LRUQgz;WDy+lXqdR=Jo`-c#Q5;cALk;+C$4i8)W%wCuEQ+J*m6-zxBG4LPZ z%tGNmoitjZakBY>lkzybP*%m~C9W|;koK`R@>5T#7FM(&2Ie^U;`kIj`P5k4 z;{4P(HAPDSK7&Z8Xt5e7HYWb|LGRFP#c;mp`$j51WWZ$XD7SnY(6*|^(~`1?F(RS+ z)ZwmsrgxH&K29fSx#^7u3i)WFPpq5xq7^}+odL)!E>jgDi)3Ixywum{EwhA!#5feKO3(pV z+*2thaS&7_+@2IdhtGg1OCj%8;mOh8dHOb($)}u4emm>{d+q(abU5Q%UIvpirVVuI zWdA7{%~LOsLPaf(eon*ad_Ev$F(866Oe90Udfh&0PoBsSj)Y#md}}E?k;V$cAiLP) z&$@KwdxE@pl$4@Cox9dhe+aG0P@CWdRm`7;2J7&cF}>gONKj~8fXRYcyNNYme{U&z zmz`lb?4)5Q3d2t+w-=@^o?75~(7%=W*6k4NcgLQV`1)d2d3g~TyW>%4Bwd!Hwlw#~xJ>A>A-?8Y0CqCpj7zcf)0}%1MBcg)C2?iSXl+oLxiZ%#+`?YR%bkRH7$HD{ZBcSnPSxcfNpvKHG_mDls_> zX3^72Enjy;6-l<*v5)hhOP!OnM~SpQVP{ z$k0e0qcf_Fcq zrRc)YYNI}V2yDu2yw>!$U_o4cO#Wr$u7DBsEY#^uZ3ybeDr|iLb!pZv36g$S`8zY) z;8#j&>F~pyUiV$9p1f`Uq>?G!9CXXntbVHf<+^Vq9e586?O0}l+LtS*_g^+rLhnk^ z2%8R;jMh&yd+M?Upk@e*ITsI=MsuyPNt0c6p#+2}}E!>#EtgIyAg!v0<0#FzB*lMPgy z>B_VI^^p%$KV>WbEVU9omx^v~#l;QmFj?e$=9Qqo*FL-p~MfTwO+Y~|!%Z-R0C;Z&$>MTCFfA}<+Yzn&BC0KN7-txp^ zx7wi4OIOHqE2>yc^ilP=vh)KF!i0#;p)NA5;^R~o0dL^}hoer0z#S!nw#~OB{pCpI zuk@*^of3yNHt1BekPqZT3-<5Ki|tq&lIdgF2;Lo=Tz;fND7Iu5J*AbG+>{gJ7I&VF z6olfSVF;s4H>_w#`O{#~8gldWRIV^4IgPN+xO4{os*s;4+nB`_9f-{7Ye*y~i>~cj zPpzf2&&7>$N8C6c=+C*l*0!C8stGMSq#QF#V>xnjRJ^I| z`?!!c+P6NT^Uv`Ot#_EQo!33ep70R`m43t~&eM?K3SwJ6$~S|h1qr+p68o^FuQlef zBf4i5QGSDBLT^-Cl<|zp#K_?Y?0_`O5s@|GuqUCnejJpoFFN6cDI*by2C+!^ZmcCj zdOh2TQ)bE=n&iS7gKuhjB0DRAudacpcAYXZi*lLb9lEn`Mm9)qgZ+`--8w70^xVuz z{G3I6#6;xQ88GVD4|lJTVa>baO~8op%$5q-ugT1 zth*Gtz~HXUP+24 zqZ&NcJz*>NzrPjiPR)%9C@VI%k2m>kWG>~Zc1(+zDm{w#&flXAI7deJ>GNl;j6+sS z-N+q3>h5TktC1H@evQyLslrM@x4@a?ypS>v)_+JVXv~ssGV)ocwhOIfcgBF-ad`>W zsV$~IKd^;0)hp0&GOjf{t`>?ur_4O{LTsu*wg)cifwEJ$7aWh25^`5biByrzNqy^p zButG?TmGD2=X-Sg0eTd!*K6iY4TQxNMHw-&hcC5@C<#rZ{Ar>5jF6wmqf(N#%2;9= zU!&9S1`N@fOXiObjU+hFr+99hOa2Bw=tV)S>!sF!{^^k@QF(=<%kak>ID5bj^yvz7 zrr)8*-inG(MzCBFDT__0meF3<0Gxz7l344U#W$j> zno`#83dSpwuLelv*m?t|3jTDl4r@51Fk}b}%$!;+Hk~|AZ2_V&z7;z<<|0cZdYAJ1 zmQ)C!`FOncZi^2-slGQK2>%XlkhIyTy?{DURu4ha$urHDhOljUaPSbc!80f*PO!EE z=1{uJ7)=We>N1aRxNCa+JTK{TdP}`DFV(2?!Tcf_pOf0;*9`z;`|e7|nj;#n072WE z$P)NjV26v8IWTXAI)@KG%%})CPGA&;AO!ZcVQ=F8pvyRf8TdY*A6U#h(~a!u%HTFd zDE{ssn7U%d%3>93NjxChw<*k{*;YO6-9Gq+aOw4{LH8s1zSZz>r_lgvvD_Pl!1)7F z3PZMqn9T_F63`dwcAyfrK5-2fz>^&n^z6JW@AEDc7NRp=g1&byKqkCI+nkER$l$21 zz3(iEq{jbbUAcj5rzuulH;Kt#}T|cCijEB!_{sm8g{-OYaiYCiuBWH%Vx=&3=w~L z#Z=Oko1*e33SoT;WK>E$HTKW~vU+Rl=Va<&)xqSmN{koxWbK8oK z;nW3NE3tEVAz#My&o`*=+b6~;!j zBI_0Sy<->T8~7kP{2XB2UoAj(WOnboVF!*6?W6 zwV29#Ioe}2I7FCdf`Gs~mBIk+H^vE737wp$erd&||GiWm7FwPCJizODq zjYjulDrb^Ssg|F9r3Woz;!0LD?vSRt68T$;UWHG($g@z>RDSl3u8DI*FqZwIM^Xgq zDE5@ze%7Ir;lLLWfu4p(y84?Yqe8@GuMNMvS&Hrns^?FC#H?glF0=*zAkHI>sr&_V zpX#Ge3M?!Gc$(?SvtUdhq=s|o>W9w&jb=n#Fb<7EXKju7h&v*RIgTe%-fLwM?x>>w z!p@A|*M~W${7;DWbkaC#QzG`O2>N2W_qS*dao<|iG*seo4ovVYGWvd%WDK;RTBPxf zO_%&DbSjb~1Myvt#QxlRB zo$O=R)fN2B?h-uJ?N-2W2p%ZFk&0(H}1zdx_4B({V)cL1%vy@;$t@*>`lHdcbt zst~gjM?6r6k|DN(f6o}9uEulv`hGH`W;YMEaG0KFzX&?$bTc-qNR?WHX}{UBX&5t zOpa%w-V8yne8uJ=LrSq^<{resrm?`Fcj=1`d9NEpY=WG0ARNxrfhF7O9%|))8XY`b zgh#$*Z1I-(t_Q6^t@iM|d-9CT_3T#t>DxfB>!d&|>LcSfZs!!Yd{i6YZ&_Fla5mT6 z_X9~=2es(?@2~%Egs1CcC>`kbHYL{b!Vd+OPCZB_$|aK`o{z>KUw58=dKp{W>QEMr zwnTdlJ0z0wr1S0M@y-ytRylq8C3DvkWdPn9W6fQesUh?{3^B6Y9poq|>WIxs+C#hC zzMDJHjrRI|?*3qIk@wdU=7*Ipr{IX|uIi_25fRy=a@%i7vu9PW%}W|9v?$5nDa~PF zZ)vz#uij7^^@GShk73ipJx=Sed8i~?Dm%PWwRJXH@Q^)B=yO^nlFx=LDvA_;l`4E%%9bHn14YQZ|B6ymw|RAjF%oH_N{<_3c|{%Rd~+rJ)v<2$i0mwGfFA)+M^tYM3GHT zh*^_dv!8d-?g5ewySr|K(GqDY8e(=yC-R^`;|-+$#_`V$+t&+xD5qJ-yM}D@=I}QD zfvYAdXCoU!#kMPgj4F;MrStx>T3VSVagu!tzYafk6ZTc>=zs}e0ld@6W7=O$f;TC+ z+8)ce6SoaCWSTSW3&%>e@AF*oeh+Ubi@OR;WHk>ih^Z7zAo?wivUz!9vDR@|Rql{) zUW}_g4)fs;KccIZ9dlKhF1LHUr>>%Yi0`zyw?e+}JJ5e-7?8XxQ7bh-v2 z(rcSeJe&R)QpxNwxi6Y~%ujV`CJk^xBuw_{hQ~c)!W%(|B#)w|O1}%Fl`NHX zQ7ob#Cf4yC?K%6P1mF3RjTO7K7R!@XfSy2cp z+vu)njrwuHm&03F{wxyH9O*W{9zolHT;J1@yxpVsXn}_Mb6s{`GNi4|yl3hMJ0oO7 zdEeAE;+6IY!21V z4^uhgr(TL)m9#x^+*c(Xpev;dFr$?~#TYiCoX;mKSrl^R>TxW5r0;}Y;2FM}lT(bC zl*0@Q;95@BM>QqC)zpU7Kw#2x)YKMYcRLj=`TUSKW+7^fT#pC)!gr}G?AOpT7hn9E zyZY*r>k+=SRRMsWT35O8bG^~GfjQAO!jqVK6;JT^0t;WmM99w%3N@3%!h~Rf7bYdK zg2#VTI|C=gC^iJGwz|#6pXqss^n+ox8(;1cYDjYPZIhY|g@gZ|YNBVr#FAt3^%k5B zhGg%%Z|L19wZA4TYQ}&IQ7+_)dF-Z%uhlfcMpfvBR;m3b#{Yl_B4}-zJXcxqOmkQ3 zkT%Cwgw#9#m$|h+H4Sf3z~QALi_v%Vr=NenywYrM80ww;MQGWk#B$V;Z`fmRr0u71 z1Ftb%d9Ri+cj5)q{rT23OhdwF`_V})p@gTPv)Zoc;?cPQI4b z9E3LIjfBB|Y3Dqz{@%K+$oa@3-NoY#>L)fhtT^p&t+-Uf6x-}4j0j}+8iVr z3)S8fHfSRW%vbYF<+w%cq9*hFYUKT6dKRx<>5K64~q;} zErP4%!`!zs4M9)Z`<FfBe-MjV#yd{;rtGtC{IZ{`p69 z<$D>q5jEktna;Ou6$MeTF3vuPcD{o4ENfjjG`(E0@$H25N5-`(&X4I_!ip1gEniG! zDP;TIA-@c8rSnwD0wJA@tJS1%^cij6BeRW=a@y&paMCo$- z0Me@jT_FthWkopnFTRi~&zEFcSCgd}HpvWG8{0WI-8_t}%=G5ywj#IaErO(F@YIO@ zWzCM7Sr4FmPCv7dvSc+Iro*lQhgara{aO}p)KZ)g`eso@(A~v1b#pgpQs@K0*zdLT zx}MB7WIMJU!lYMF<-T^}7llWl>mU9~F5_hPWHBh}B`$zJZ|hrUV`g)EsCJU>YVaBo z^5*If{1hwCFKCH)BUM3NE!XM=x=i9`!+!fZ;_F)Ooq73 zaO7Rp-?z3ICo{3&PDSe;b-JG-=NNSptmCS0{Ar<_>w&63wSSU;JFVX82e+{)MFC>SW zOcyZ}dF8fwhVzyUGSq;iWi*GY!MJkAy1aD^mOl5luGhPcr7*td=IXVA)AEt=_7_n#%WriZ=dsDI z^&iZqr7d4%DkRXU$8;G=fHKdE17(G9F11DCOPggmX%rsL+;J>~) z=N+ohN_;S=CcJB8ydm7L=u$K;Fm|d<>2pfc@*@oEm*#~}OJ;YX>IUt>7$3-H57fa6 z3@6zzE&BCrHqRhrq!2HcSq$3+1&-75gH+wada#diztDR1O)!?u5rjTr&E!n<^7{9| zPH9-H(0A(6Z-~gF-Wq9*;(a!Qz&v8I{R}jIWGVD6FRUdnqoPhMRaNGoq77b;!Y7h; z(Fodka5NhEg?P&jH5*M!WG=vYs+)sv!Pw|(dU8H2kNWGy&LPlol)F)kd2zD zDCa4hlt?ZS-wjsH2CTG9lbw?XUFy6HZj;B~Ct8Zs`RGDr7KKnmuXl0|#(%lD)l-WQ zh*DiueVp&*UfD8eBK0OR%`ko3*$uE^6i71P&}hJ?z;=DBD<#tce)R%xCMLZY zWntOv*=}u>hkMn6`x|jJ;TmF^uZOCvJxS8Wq$BmL--(6iL&_i53hy4)+V)@+cWqWh z!C2PO`H}zgeg6FeUkEu?ap!^S6(!Pt-WGh4`*;7JfBY>*uc6DW7bPu81PANiFaBT0 z^B7%TbclZO0Y7phrVjuR2!Z)GVS|`=jGHDeuk;*Y7Y7Ymr<1s1omHLvJaXO}i9}+Z z+_&uInZLtZ0PzkVgg)h8kA7m*Njm`JKu=?pZkyF-Cd-W4KBy{;b^Jz0+7Sil9u6>h z@jGV+mtNW*@L=eA!T)@@fyPTO6N%~A%PG?Xb(Q$XH}ff$X*uiKbn9gb#k)K26brn) zxk5t;k_G{L?iv<3@vV1P-gioOi5i9>k9-O`w);B)cTnIS3cCbgO^O8qfK(L-W{o&m z!TjHJu}Pv1uRNGR*}N$h21SZ{E5KJ%Dgtm;DZrLEnGET?A5UBef9w~eOBUE5_N}s^ z!|cjQb5 zmKWx5Kml>G6>wk)1F^`*m7~C0B=o~ zUhUOerGD)09R3zO4WcyKz;XEjYocE=~;|{2eR1-(U?w zFEoq9Y~1fjmrHFyOb^kX%1b(AFBxJ1zI4;k3+0%jdyIH6jo1bFE;@JxCt4shLwh?! zDCux_2>ThIXua;IKGlNpOQyY<@6^`$AI{@8UOWl^IXo7T7PJ6{AoEN@OB-zgT=-0t z%KuCkjA5+;+JX}3!xY3KW{}uzfYXKINnWuCQ>p3-EniI?)twNcT1*!Mk}w?~XEifABBoR-RNP?SXE zTu=dmEM-50AS8tO6AyI;=Z2o=iJI!gdnT1n7U}mxe1Vlk2YPQFc`g0pW*yu_Kc^C) z>u}tnKuOU4^sdjfxOV*saMT~)7og{xO5S9*w`a{kV6KIy^t~52XV?JPqPy|oTkIzt zFb_MDR_4(%Yz`1W5Ec^1ZP+K75~<`E*miy_DzP@lEMOupf#`UHnXvX{pABAGbh)(7 zdBNx5H<$D;y-r10K0y3xq8gnH&$m*QUaXkX>zj<(`tscmMj^^OhO;$O0H&nv2}^j} zgIg_qAJkSbc}#WB?dr1x9psO}EoDHpL&6M|c}Ha#j0}1@QF-{bFcZf2V8qOM~He zVN+Hh#6vl&N~78zEGhL!^rt>8b8#ApC@LmfBL3B29Mt2Iodq%C*a~oN3K2o|&x;)x z2x1F&u*+M;z$$a+f4M_QoABszK$i&T>Z1mU$*PKGeS(&4tv!Hgp_c8S-?Ob4bJ^}k zv2ntlHU88tzUah?!`-FgG7i?wo^=DHy5FMCne-MG82&x^ci?QgQQa+4?EoNEupa^T zbYww2V2!Xg+}&Pboz*VR0|;3gAiT{gv+vz=L=AvJf>jeCp&~^p{p0(*a1a0N-b7wS z$4kMdRBrF`+nnU(%vu#&eYYl`Yn&vzJ&m z(YHw6qYSfr!_sgtfU__EJRm0Wnr2VMt8lTLi#bZP&$I0P@S^a@`-6n0Ug!S3WtXL9)!2lDR%2H2~bjPfP-3ieBfkZP8zHK#uvMi1JlE>ak{YdH0x{)aw|a<_+x&E{VB2p&;# z0y3PlQe;D=417g?@t3sxC0b^EKbFmQCcYahrEL#u#L9DNCRwCNncSsrA}0v+z;*dg zGtKh2joTlnAV(;URDbfNq44qm1NN=pp^<%_b>O?$NPY8H=2Cb`?Y5)nn=ZBMq7RwO ztVbRV)vbSZU#p~D6#{LI%HITo=;bJ?*GH?O->m@hjpKTH9HoKO<@LPzYHt5SNZYL} zvlI;hT#o*W=rM`Zx*ZfKHVupn zFi|hqU%Jr`nC97`@|Q18<&n0M9?CYkF?=)yWaW_y2jt z5JC4*beUgAm9In({-$8~ z>o8{JCHW=q%C{>NibY>kIIDDoqi*}3hV`@d;nzpG!l(0JCe{6{PAfU^{x~1zirsXx zbqbY>p<0}?(@mM{>{p0Z zLO*^*&5;;?8%lgq;Stg<`rKc~p@T3bF!SM4{?~1ii-iViPKx*mX_%xAI&B&JH)usa z%j{fD(^oSR&)x<`LAju|e>*M*1SDM>68pd6PFT5)MeRn@!^;AH?Hsjpzgi{@-e#+p zm+bzvOB9e4h+u7DglVw8A#-iP^P_f1ouUt_91Z!r6DC=kjid03*x&$1@t%# z@Ye7~o;8q1^lIq!K?<|eaaz+cxR+J-7XXlo%+!PI$Y=f+LN&L^_@QE@Pt$YR*vj;s zq7G3l>F|d{1Fb0{(^LY6CozmBV$@r&XCg?#g zc-Ke9#Ya!Wklx0zTITrVV7rI3Lr8Z#{a6GXy*uWaaSG1Lq`T-@3BCcGBx|F>98DqG zw|qgXAEB99)Yyf=xUG)MZV`9xclEiqch*CWWW$)0s_8Ose0x!aK^ZDz$y~fUdDKxD zgWfBux937=u=$6ZXifI~V!)f~(Nl_F!u|n7<7!|Bpupjk3P44@`H zKU8cb`Ic0*nxK z)cLrM3`XX6%7vA(HL~1N(Kc@vWOc`FGHuu{eoKNCHQ*`lmj zA89Ya8fLd5d+ph!ttY6|wj0XmpLU+M>psU|Ep2gC6X$%`Cw$b4b*4;|jVXou8_;a> zeepZUpFEjuq685RScn-<6>vfXYQDUA=gY!<>YX)TKr?sA*qf(W7G}_HB!6JL-^G)ijqrFCd_$xQsP~dyBs4=$P0%29Qi@i@MnDI zQ%dnKmJk|^q}MyS_#2(InsoLHyz(-SN1MIx03}ukXO=4&hY*$U3UZ9nI*pQpCE>`? za<~MDJ*pTPHMeCrle{^dZhwNWmQUZY?>5bCcgt`XWRe!9Ofo&{Nq}^*W_)}%V@<}= zb3Qc8Ub`COX6d;I$U0A!Llw?i4ZP_IvQ6M`@H##8FPzt-y&|}<${pI`2sCCnZ7ajt z)sjt3;FEP1DTYi1`~|5^=?LqRG-sCDX-%1do_{SRqR7Qvc~SA5)_6W#1{_4MYJ4T8 z96*_9)o(r7Cw*Af^8%98bBj}lD-^9U)(_jM;V^U(CE}e8vX_F1(5wC}rFE6B$!P6M ziQf7CJ=M3TiFwQR$=L^!597sP8^+!xN}7_^w`Sy1UF#Hf#MZ+SIWe`NL1Petk^y$c zv2|q=!M;x2II)GgvZHOGJ` z52UC!O5*~QB!P3yV(S{QOrfmdn)aLJeYWylcvvh}LB1WY*XeW|{(UoyRyc9FU1Ub0 zChn4MS(hNI)}x7a!Cf#4YhCm5>Md%;p;Zknae0a2*BfVKSqs%~CM%!Uen)s#&ix8j z+WEg+dhFnMZ#E75?40O5wQ3prI&`qq=4ahYshqLs8`fykyKD+(!iUXkKGXpS?br=| zt0PKvSpj#UJ;*;hqA$j1_5%hY5D0;t z_my;;mNllA?2EfTYBCPUj~#NO>@;X5>WY)3mkuAa(rzauy@jZw)ZI@tmtF@~4~Sl& zOjYUx49?1YjY@s>9ViG=N-8ZwUU47BAI(lDpNxRr!*9y+tU6dV7ktawgn;r&v08Sh zXx3gkU%W~~V_-N;)3F^zN_YIQScJ2w}x{`f#S!d@=W@M%U3h`Jk@0heCM3$`hM z9B>BS)!*nwQ|0-N1Y;0tJn|V92K9LD?>w3aHmh-OVM3$S#G#}3TvE?B{D(U4t~bP3 zuscI}3RUd?NM~A^4rGHROR*C#gL@o$YyzW=)BQ>DeFwySJlnn7dG|0`;&}=6$E4>! zf(PaWh0R!-4uid(fVMp?tZJD^ioA*O+?RIbEF}Bi?(4$L8=#30(6=h@HGq?wCMfU^ zZSI%=(C+`PqJzdSTyrKm8~_BlAzBRjJ)6`6vE_QHTZsgMK;Kg)`j82OAn{_@vi_ z$*!o*gOimUT>g4QHG??^50@kN1dJWg5g~;zNAZL=bhI+#X4!BJ2p|1egE#Sh{24Fh zNjpW&+}E?`5GV3s_~)Q#YnM{tPo6ZlPYQGG@ONdn7}$+Wp;>T2GbqhVR>6zq0+sGp zN<}HRXVjG`^NmZ%PBHGf^Yoztd&jj|#JLVHDWRjZDnBjA|FAKte6--73`5lnC9VlO ze0{fj@g)d-osif;HKB$3D>LQ$a4FmbQ}6ppOV{3k+3F1%i7Os9COUs52ZpB}PVncs zJndx|xW`PON-tSwkj*mgq;vsIp2@*$Nz%9-sfV;q#Aj|HHSBVd203T0k+6z`>KeU~ z17T5f8BeLanL)N`QzP`1M^3p-ns^LZRk#^UST|vxufvA;xQF}#$a9a7AZtdHTp&4zsBXjXw^zfI@YUktyg48+_t~J0_2qQ)+-J5xn4q_v>oQ>zQgzcdL@%Zj7i-J2KsOUWgbs-1H_EdLb zGI4KR6to35AZ8UcI;v5buNwL|QcaE}>@v%?Bhzi8kYn`*iOds-z!<6uyl>8VFJ5?D z^d-Sri85~{3<7G;^1@|MSW_iQsO&3Tz%G&Z$De7W0zxaH-M+f0huj(LY$v4>@I(56 z%JD9H7Vc6ATrgc|2(Qg?9?fNdfOS=7i`uk<{7j>rPZXF)?fsD z#fm1V2_#^sxl}*P7L2P|X#iD8VoX$_CLKQ~>?0((r>cg6b;dNwATV$voDd)4F3f#8 zmOZB-)?rJqA`I`(<1VHuBWvx@F~f0fiNzt3JJ6Gtx+d;KIQ~mxejL`aieKf*K8H&} zjpRRD)!BCL(izY$OCfwO@&IYz)xd6ux~_Tc{%ZNKdal zx3sklcJekj(%%;i*y#>9;rPejCpCGrt?ehy-WC$ z|KFdCbo>n=Vt2=0a!HuXeEzc#FUWnJ@#_)zSxO>TOzRl?YR__(T~@S=1H-Uv$bjLg zzOE6UTcbL}LBn+AnNP6X$ zno~i)5~Z=2hrxqkb;juh(PVgPvWC#B-(I}<*Mj#M6G?sbGp3l*oFA_KT`MTa(&=#k42*OP1C6{D;F!KcD0jeoXL}Rd@|NOD2WIZ7;Xl(shaGF0W(0Gm!tNhE zvAzHSS2L4uKtg*F^|Tz%#n)Nr%=`+q!~N}=bRljqT~MRzM-|brt|lH?(z|%Z>$nUsUe1Ic>w;7C*|Jo((DtPPI@L;1QssR~E41 z)s<(&o%|oJm&boxuW;acu>+S1(+30^i0l9o@K$RC#}qvihjTB_h&)lpKeemK*E6{G zQi?OQCzzlr{#JoYa&_|eVEvbS>tGZ$7QL9eZdj_xw28#R=4HTz*+&-rh?UiUY*zl` z_q?`y-9jkPxb)nO{C{?d{=0+pO`VRzqQp9$5B`s8^uL=V}#8Esc{|e zy%Nf+-QXz~B6DpX$G# zmKNN<0qCReS1Eu+ZU7#Tm_XeBtN~=rHb6&&pm)4uO8^H@UXGGPnj_#Mn}G^NmfC z#n0r{d$tS})*P^37Y1QqeDzrakVOM*EYa9AfP{f%;=5^CP(*akP`3wr@M>0)+aA4J zJcy3d7zf~j{!WuIXscg}0OwHV_{U|Y zPbc*)fo@~cC<+UW^0P7sqabbt1|HQdP@mUZPr8{hQ3wRu+gjKEBa9w6(#!aOBnGk*dQ`4MfTIgV4nu`Kr0m=*xJYC-pIV#|!w=u=%`;AOVm z%etOVO{Tz7SomZJ96RZF3$a^76yZv?AVI)BP{9qVrc6g>ROLCPR4S>cZC5%$fwy3F zUdl}+Yqx>6;@96&te9~;0Wh(G)-_9kSVN@r(8Pb1o$|Bj^19U*axZ^>AOm5HN?7+v za8C+GUJKN2UnV+i)l%>y?Uu`jBGR0oJo6~#OV4Aq%Ovo)lNKSRq znTK6z{~xQ}AQXKxVUVs@ieChL$zNYcto)KDwUAK=Ag{SMVN!BC z%=C~Qkz^=UFo!Z&Rfve*?U;OJn3mMsX+8pY_${01V{kH@y645FF6IAPvD(UqsD2=3 zeP7xR$Mbj)2pxDJkA_7?;Cc%^`$N4=b?UT~eApYlh;e9Qm%^%sz+3}4^^4r>jcbXW zXU^>VlP}m|P{Q~SAxU(T0NjSBUd+(L(;t^0@1_mZlfTYhDnMvKExaFi?@Ue%Zvgjt z#CVZV3-3Vt7HA`=m+G_XA=;4KI?s`_T$D^^we1R1=ds-b2X-qI0b-8a_gp`I$Osbp z$5!eyCo)}ckrdqrIS5#aRzYL9!jDjZF(Dfcky0pceZunW{v4b%?c7Dr-vMMJUfJL~ zaPKv*MtNTwam{@mVW9f}^!6HA5LrWvb)V3}vvbd41;(2|pUkPkJJU>0XOUcO+@Dqy z%byf<%MAtYiT^xlm(iy{{gM0CCV}xXuItgi}YMu8Te2TZz`{&TP6AsLH=KysNqQV1Q%IDcCZ_Jn9D zC}W=|9E(h2Ago)`%nq*>?sP{!WmbZ@_0O#pggxIR3xg{4%;_$k=c~>&SzHiMZf@|d zlSpTOd-r!in_HB_E7+HJ^Q8y#lLwwp7wvBPGuA*rMY@EVf1}i|jhHrstnv5 zv5?g@Rf>Hf#U|893Z2-#M))2MFAF+fVOh|kRQ(YDg6Xh;Qp4Cnw2d6`MmSET((a!1 zR7$Mpp)wK@uTl;~iLKf~k8weqJ8&7kQ+|J+L`+64h3(5pfQ3GXQ|cF{v28vba?yzb zH~Ig_d&{W0x-MBb!GcS$;O@cQ-8}?%55Xb01$TFMw}X3dcL?qt+}-Y```)*EeEmMT z_y0G>`9T;b2iSY{d*^Fp>`DDI?%DaO>3IXm zYl4Gv7LbkU~5=1i1afTlo{pi+M!UFoj%|LQNv^= zgONX#;XALtSJp_1!q{LtUIa=LR_Vo_Yv3R&p3AH9v@-UgIS%Y85xXQo@R0Z%`o*8d z$F+)70TNc~>n34RfOEzhUw747BIoc>U=nu;{_9H99NaKMO(>6%)_M!vDv7wT@RG<7 zXN#sWw+HPIQ<>5xJWBWThovs0@~}`IUt-VoWbd{k#{6*@V;Wn<5#gH=Xd3KNR)Z_0 znReRoB&3{eSB($ytC7ElG0>u-Zr|x|?kZeTVM{AGPRW0Bd*Z9%lhh0i@)XDVob^*d z%WgCWuIT&nZ;1*|)p{fhpn{AKM=w`)9_qhRmq=117C>K}}cQ|)Q z6vU$q!949irg}m$5EJY8(}2ZxSz{_0?5rXWjkNGGu+7MJugj8L82Gm+VvXya3ugdZ zTN^dKf?g8S;8cHqa|rGf%W$YI=Xn#AT@giV*ad9 zW`tG1)997Tl6!78v7__io%j$79NEx%3ZJ2o&yR=ljT<1g=HR%53#GWsS_A7GrI$K{ zbV?DkjN}5X*agg8Y5NL_&xmL1zQ<_RYF*dg1D(H?i!R~ZH$1mb7uO}=DO6h6QmW=j zAgB5zz5fHFiKC8xVYu~;90}f&+=}I-(2QD)M`ki{;ET4%m3T&t`ZIE*6R7d(H|cUI zHv3kqBK$D`nNXbo9Bv`C*%pWA$=^=(YiJodpMrv5grwdFB2fFg$4?-FA;6XI6JX98 zvfL^nP?icp6^Afw<_ANmc_c8p-5fAsd%l`heK^P5&}{_bdb?4?aZwUe=wKTX#(plrMPc5a$xE7o?C89~xf6X5K4RM^Q!007PA z1I{zbsx#&{0Y5J?_JNec(%Vgfj95yJsVt@p6q-0fsn)j|m_|2Pf#az4a?EVeF>QNh z>4J6D2eVWHO+zqFvuSdkSt^db(>YNhM+;$_9^=CX;HZq4bM;+<8>rt3=dSD};u1R< z>RKOej!SQY=zVS&X1*%zv+`e|C_WuHSM_|9hNyZ6`<5`XN?)p!BDk9ei}X;e=3qu` zi-#f7kujLvG`!jqnB$B@yp5E@G56ff)rE9a1;NVwcJnBod?}f+oqs!9B&eGVde|uc z=lx4H8}0Zce}LHg=rf7&0RFhdu=*QInmpB_Iwe0cRE*#wnOV^7-~+Jn6tN#hq}qCi zey*0_I4rC2p=|c0th`zodrW8SdJw{08~-bj1LZBLNo4|5!Egq$S&~Rxf3j?VoE#{1 zEUl#Y#v#T0A>jPQF^ad1LhtgoO>K)tcdv4(ISNMU$ybPK<4PH|YP~ZU%+|NSXanK_ z*q_E3y5YBaZ-3s9=#4uA;YB4{H6M}Vgn-T&3 zS}bJMnZgV8P$@NTFIsB46RV3_T0X5(j`8%>55C%m zan?Dlq2c58K$X5;VoyT)I2pjR^3|D#{G`7+GWW(o{k2{uWdmFqb!(90eKs;Hv3%TT zIRU})cxUaC70ee4{<;ozi09}$v%f%2)Lz)NrxE7#t6x1U1 z2Wn7`pe3U6{fHF=#|aa2+}K73-G}6{N|wbdFun(Gv)1iViE}Y zE%s+_oPA`_PJ;8 zcjUt?t}XKOUNWOBgtsov_sB5cL;R)|4$y?DQC0_3Up)PlBEEjg7J6M)|M0RJg#7QqX!AYzF)YC%~A6mf0h?@Ft}jp!kH?4>o|xf38Rk0tJcbJ>#|aH>57%1qhwWd%>TO z8;F6*gN-rWykl={xnB}QU5yVTpp>vE#B?2QfkA6))A0`=0&QxR znEIJU5QnaC)EsVp@Sa~`u5MN%G^@Zx5q0OO71(dFL%NECMtl&Re&|UM=asjeD}_0>z&wv0-FY+fsk=W+Ic5KR?YhbHgB}pM@%wIh?gs}1qzYM`)n_w zpuKq@`m}Djo5>W=JIRzkTpak#NGPw#zzuSCN$A_O`7dPK1C;bg6A>)fj~VxPr+8b#tNSFB?o2`L6o z`TIjQQv2D&1`5Uh63cuUl=sX@2vOeJ1#|?J9w@5cDFuNHsM(Ik7*l<#!`gSRwtqo) zfb|;mt~jQri)`h|*&khHB79tuv@|>xh_Ygn9XFY=IQmRG<;C_J1OsiQ}Yz5HAnFz*3diYJKXi`c#tGr@n`+m^>1IS9I7z5|l@XK`{esM46;336m3WW26fpyqbBD$cT?`iO;H*44{vs^8ZD z8<%|daiPUB8l*y3dw6a_-(PX#6*zCnq6lbzuJjSwRLiW0eA!mUAEoFWQ$i44%_;L2 z9S`r>CB%-Y;f8UvN@zhHV8z_jG`W9*cEppHnsR>NXGC@Y0{xkxj%BEs1#k-f!oCUO zj85J)G$onr@$~BXvNj6T=P2dZH+8YqYi^~UA_*)-9m}ve{j3>0PR=_RWw+3vF2b{M z`&@cGv)KF+F5@kyZEV#r9wnSW&_pUAn#5rXt&H_@+7f2y%Q1XIm=3mx;mmOrKNgXZ zjKlJceL=qg5C`jo(a5=(!=v6;fu7!DRJzN@sbg(J;2m%9dAWKlo(SNN_ z>HGLO#JT_acxkSr#Kkb&a8_hFOUvB1sZSbpKoX_hfXvT7A@(m|uE4EW)-W393Jz3d z`hUEw?ZbN|o}|=))#+-O>5u*PUF#?LTz^3;!i2MK@Hr8a{_|%Dj0?Pz#=ZHWABj;I zL9*`bh$}qa`4?z2%K<_wdYa2IW9scq-d6tatOnmwQYQ-KGYQ>_{eZra4j!AONOPu& zLb>n!NK$_I@ZcW{Wr0)C4(-zGRntRS`@d{5{{<*}<463|+`c;d@Mq?4nDc-8538YX zDF12Ab;94sq5o>T1dzl5l%MzMz3cVgD#QQk*t2el0hE9B(W1@xpR1hz`uv|H6Wwnp zKa$r^9gqJ;dp;ktZ}`fK zv;JnJFC!A#-JGW9$DxmuL2G-u8XoT!*9{wNnfW>ovWhU%G5mIGs_PN$B;CD=`)nn# zT^X`^|4mIf4&T0AozGmg+Zkhhh30&4(lw(%A!<(8bG|A@@- zkWtfhVQT%!(`Co%c(@kTu6f75rMt3Xp@wL$6%+uS9Ew1z2<#hkM zWjs(GWT6YIkw0@%^D_mN!p|f3CQ16ZMB*+?*QS$NxM1^gsEMBsJus{DHU7 z;O@5!bsa!bq@2a`@F#ZzDAp0)fQ&AHIlxT-su7!MS@t^gnm3PDTtMWeu?wW{AOks) z*){-*^B)5;Z|2Y?>wt3cWqOv0J7s~Uvi0K|fih{~D*C{y@+>RxPB${mK7rD_K_h1Dw15mQWv8rW4BI5bWfug*_xJ(pjV}$DKhhsbV%z}cqpY2xY4>h{ z*`YVtBfHHHSp9l4Q$%Jj>pm&Umy16$8&mz2)b?5ia`s zqdu|1v-7N4p#5_MCoiW<#f@O6KJ^k=qL83oQ_Z3cPZ~^nId;t?s}eI!NiMV_gHafI~e(lixI*C=7!RKxrQVb4TzA8|DrY^q3E15+4nd=aY z)|mNE+g^7CJ6?1_+vZ?u*GZ`bD&5M{w#{bqhX6shHS%$%>a*4U?ru1em(;#3QqPy3 zCf8wR7E58$_W#-||L2l?+v0^FzDtWzq_glJ03=*dayyX7=h{OIIgIvFmFI2aYof2~ zx$wvH0EnJbHBSXNJU{Dp%VpE-qLDWT{7XCzn=Je-f(yb*U_gz|{aQI!bYL&jtKyoF z&ldED=(DsR5Hc#U<#{Q)bzrv{fz3+&CT0KbaS4!T{y^FtB`|-1u>la$aBs}UC$=N6 zM`vIZ2=k4)nY$2+z)c1Sp|?Z=iI@Wq!6^~myY23Au~Ku|n_$M~<6bZSSb|2vFbpSY zYcH0sw+e&61qhNCgSuJj?49pu$V426_h58ST}TAqxNFz(AZ@*RDMfIb1>Fvzp7OA- z{=x-P2EYBG8H$E9&6q1eyXcw+4`d?n+FKC1H4|R-;;j?m*sPfDYF~5za`5C`PopV+ z;H&pkhqNX&Y`lh}rF<@r(>YiX=*dGIj+qIX8!#ku2-&ieb6++Oe=4(;Ck*Xpc0M{b z?F!8FG7{X6=4yZ0;BX4a?QPz@-w5w=J-Ay#T9w%9r(id{uKmqXT1ad$&)KPDQwGz^(4x2ny^E9{~vPG0UcS#j&Vo&{flZ~ok1 zA7s~W00Mp0Wl5y!9Wb=DEBPN=#R3_!N2j~&QIt4tosI` zv>0!iP6l9drIZ+EI0sPf&^!UeE#e!Aqs(a!kZl1#ezJJHaABIAR3pGzb^$5g_`vMk zCWApw(3?^h;11v;Id_vl06%Wt0_YiUY^EeB{I#7{SknNAqh!Pd0AlKvfj~gwG$4Na zAO~@{U{wn6ieNkXv6a2Cs``>E+w(jR-hNC_kbL2`;nV+MJ|BC^hl$vD><4OTG#n1F zto^OAv1n?g-21+w2`U7%a+7oaq9yJBUNgPiD&5NCeAQ-A7&Gu#b(tsaazM8`HFp(G z{=^}4*X#1qDe&2fTSr?Uy}omU>bKvk&_yH_PQV2e(am?bC&E^mF85`TQPyW%{RA@; z_(V%jsm7ZH&2CotwUPvA`BVE;YUY<~ZOsonZmE<+_==^FG+QroPyxcHJfi5Ve#eW} zr8e^^E#}SX)?6}6H@{aK4$fP}D`25JZAJajeNnnhZk9Xa(OJs%TvlfH{POqIe&?{@ zD#9Ln95QYu9Or@#+-dyqtT;G6&p8F#bhGURNcMI?lA-C>+$NKakXW`H=Rfu+FC%sD z^*M&wP(~>e=E-fhvQ5dj^v%Mf z3D1=B)JyISsL#Cpqg*2JnBVw^%lKKCh1TKaST?Y9YMlbE{3GJ)Ua|hjy!^EL>%(u^ zjiXns?77GCdc*lW@ufh(Wr^neCGQb=vi>l$g+%N5YHj9A-m8jf@sw3qBiPbTUw2P+ zv3#RS7s$roG@FQcgn-S&uesv!+78DrHXol-U(RK{>+B3i-mkpgU^{!+FQ%$8MpM5_6W;uFG1p_UZX7V-x2L-BP8Yw_$)CUA_QeyGC{z!QR>?Dis)n5QEJ**EH zT-;%a(4K}`*rGsz%Mn?wHA~ZdK2XILj}v!&1`5#qI<;w1V2~vwAQ((+NkVhbmkS^O zJqCfX;ustGI7Mu_SuV45O3gS{SK3*@V9MwzH>YLW!1^74SeET}T^juEwLqNw8d*w# ziP*}9(&=uu+nu<74GI2et|ZEsGe;~TpPGU2xVvQiQSsZiR^_p0%FdY7|6jE6&br!7?6X_i57{=4_$3$pKOhMZ?^9@=o14ho$tp6 zBiM0sZ2R2LgA3G;Q`2vj!>(EQWl8y4o{uHMnJ;Q=-Jg^7#C~bsuFd6q!|v+Xu8X!N>tD97?|Y8}8p=(# z=3r4jox+>a6kl-&C_vfKxEP!t|F}@bw{X(zJN1}jH1XJu1@a=Eh1bvpcoBgnULbD)?9pnXvMl<$)Md`g3Tkl7o+#&@@9nBp|@!EM?7>&0^on}oC6MC@y3 zTg|(MoP(~joEGjp=_urUk!BGoG(iO+LB%ND&MY)=MFEtr$nj_}kRqfIB445r&7w|r zr$+B@8+K2c>=E~t-Mrz5J%{(wk{4LrRu}djcpeSQ>rBh*&-ui=6_0C2g4|A?SCbdU zO?xog`j$%(tO_h|(mDRrcP=vGYr7(N%6qNpjMHm3mD%^&ztoLhI~ zf~R_9&*IGbI%#7Oi9hDH)#;hjmpBCcimnSjIqiWa<02q&-v5!~`sz65jHzar4S(Cu zyxHb5`uK9rcazSO=iX{qm-*yfdD1Z6vI1JYO`ETr%jU@aXg^>#%+A@k!X)WlBGWlZuyo{xan3|D$wD zF7>tAtO6gkC%7^LuThLH0e^K09F+ zcYgcE+X;3TEHZ1^tlG@w`&M%7$_PxrnS$r8I$Zse7ZPityP3UIK%UtQH&pP3B_%VD z@7#JD+DON{dr9Pvh`3Xva{2mu$i&nW3T*bnVEpvHh&viX{gIAeA`D+r@>VfqLuPDS zW|?)Q8rd&C9COr*?}hG(d}=NXnVscfjl?J_I>uR6RXQ2hl4zsAr~fKE?1+s7XMRQr zd*wRSY{NF-7E57?xTF;cy#`sCCDk<4=;9D!N|k4S!B(q7l=;jk6WU3j!z_<;iuI{0 z$eZ2b4z~XhoM>Y+)s!Zt>gTWi?BTv-kY#_^htbE2#ozeVG!~ilndV(hozulqCxKTF zO&>DjhMIK~)fCMd{P3dSdOxoE^^{+& zkz3yB_Q&>6=1$0Y!c$hCxfPaN>nXu0xH%=mxKfTYj7(8a_`!xB$U&Q?fzdMNfCE^? zOrGnfWb0fdPSFfjU~S^V=jp#u4+pywrAml6T8JTt8}zmK%RXZ@eGmt7 zBH<#Ty9S_&BQf`!n_C!F--@;o9zQ@I97<6z1%Vf)rIAAyLMY~q_E>${TiPQttiFm~ z1>Z>jzIGU7SFf*!)uk>tA@Gg1Qo?uik6x3QPy9laFP zLFak{`C!7ou>G{$NOfJ>A`XU4tUC+%jylU;yx=zbgZJ1WdeYsd_a@y%pvUXJ%~1~; z_t5&e*QiWG%O%YX#G|sF4xR1r4_%5O`&sht`uUcsf>LUkeUSLNGmdE6>mKA*D=w<* zs|+*srvKbK6kBUIg&q~XI)Ad3Df;yi z!=!K5KwW)HFbrKgOE|HK=W)IV&4|xocX!2z&=&BZkY>3y5TOW|fs!xlz9$(OV{NLI zx~imr_D|y19vcWS!h?x=_wQd%BoM@o(^h9U1E%2Pxbt29aJjs&JVtM<61wlh)jkRN zRmyJv{_kR?0mirK%T@ZbA;A~C%1-lsKd)&m_N3Tb-&U^d5m;`OBlTA2s!t764V*nh zYFXmZON8q^Ey1wwO@VowgB@RY&ND79=QBM4B%MVBcluyG6eVH`<_X1H_yg4E}7+QaF|P? zAR8Kd_oikUKFU_Qv;MP3C!KYPnox$wc znrWrg$r-oPqJnJO)@Lr^HkL_X{sQN>mY;_89$n^~7T;OQMMU6b>F()Jcts74cBprI zY{y<>#_cJ(?h(fslaKgtP(Wr;U=nRVWA*K+W#IK=f9O_T&Y=H~r)5bqz7qtewt&r} zV}b*o5~ug$ZNGdoJ)x=9b$77r?LS# zkeL^WI7S3rI$$SOeV${FBdx(bM{zE;WHe$QNU`h0$9 ze$nxVHRD+fLBH-GFi;Z?mxPH8n)d@78J|mkNlIZ^z@d;t-Gb(8+#)2kTj_OcFSz`l zs^>VQJd>9Y9~&#svY3`Pg3g0)+BE~e-EJcb{xg3$+%@|5HuRw=c~S39>HY_YXNyjo z`(9{G_L?y(BU-2zxhHaCx{AH$N3hw;LAb)5V#dmW!n(DoGgrqWTXWAz1-s}ruO*EB zv1xv`?B5@UZMG1ucMMO>XQGS|+kvOpE6B#%lM{9NzPj>7DhKOSSvKs1z(^SZu?D&K;#Dm%F1etmZ0In)PM%g3e6N z)nRztDh0BsZ~{p ze8wRx$7m|MYBU5oV3(6N+YTrxE&%jrIFkQ`5-=hOc>@0NrBsEsyc@GMpsd5srE>y* zwp5j#7ZIOFE%Hu?4}adglCz1RtE=nEb&ZcAF+eAY9w!Fj-sVj38E}d!)!$pc2JeIo zxbF^t$07zK15u)(K5kOqa=q^7s_gac#w??sV(ks62TCvCB7JK=sd+pMc$FrX!L``hpnb4#)&CWd!Ar-+voZ#1tNy;` z>e8;^#vTZt(O}b_;=^E&e?nD~@o}K)i{UpobZd>*tArnEtC}e|r|}eUb8%Oa(*v2@ zs?dEtf)JW@UTr+KYb3zldF!zKgN^Ks^a=ZFcqmEvNl zBkHhE!!9;3-{b}Mpj^qpMhWY3&Ik*1#*La%8NaaXC7J4<&R;A((rcbQt2z7u=R5Pr zzj<)Hfc4#A~r~E9K7lj%(2(|AL5+nUK((z1T(R!9w=o&$j zO~=0yieza>9aRj;rFb=CLACj1QCuU;P3a*eP4w&v=H{g;0mOI2!*IiPx%2_^(=43O zv^pa_nrSUI>i%hDD^Wfg1N8sC zVh1YuMq%h4MxxQx@b7ehq9^#r@uG4B0e^)LtVnVOuiFqXY(snY-RyT!bQm_P)HO#e(|gV85FTpvmof5|tR%9A`W21kM6G-K!o>UQ%~ z00tD;>o(;0{5ytV##Hx0SBS*2n5Aaoi^7CKoa=J9*@&bC9ov4#)R8L5oBQJuXQ_^(K@ zv4$lVf~gvPv3Xg8w@fq8UxshW7*n_G^Y)*wjVDjyWBM(age|C|=o-#jgG+H{y2B)x z?S~0WlswW}m9D*}iX{Bhf?a;9KIEC@yRO=a)lySP-#q1~d977_?RE>d_$@A4!_mhK zqeFc;BWxNL@|9qmzz8DCV5-zad`r-2=IlWr6B3`-Ej-KH#u3@KE9}!xS!cgxE`5kd zq&@fI@y2Cm>2!EZPo2*zJ@0W}(y47>`Pt4wT!(|+eS$kZX+?>~XSOKpVAvgUvn~m;aks87& zjn!9bbQyj8fS-8uBF&}hI%wlI4|L)`lFx%-dCf=Ngy$Eyw-ZW8pTpFA9YWnDklD|@ZECtlHpoaSP8d%=c9q;dpR%?uBzk$OGRQ;c z-g$f-dyWcd@#XO25l0QvOI$3AMk;ZNy4z*P2w~ohV-*#9mKB=Uv{=<_2}~KptuX=N z+vSg$@Lbu6KhT|V<9zqzziT6GpQ=E8+;00`DbY-7#=sK}A@TFyzfL}ZRfU;`pQ?;P z8Nl&TDHVLBPZA0Km@KPH!QEGFJe((;NJqVj%k3z0xN&UIX4I;~ILFK%#I@95od}e+ zhy6GH;_^NaFc3OC;85_$K{N~1#`b%LOB>L(u=v8rKas6QcPG#5VH`aluFRT#?8nTX z*>D5`tcpOj(V*QZ$C;2+bQk}iJIMC*hRNd0AQx|yWwzCLzR1JMU3_09KYh?#X~wUj z*=quJVOI@U@cahK&vWV|1osw6yfS!?b$9CLW9>(*Zy3KB#GMHRlbUsW1LXsZ%w`OsiB)3mf-A8$lTg@@?Px7O_LowD z-m^^+H9B(&1T`MCY`XG7-Yj@sL|OeJ!PNw{vUwkqv;+jA`+*&*Z&6hP>6RuZVJuC#g&GGYOIzDojm4KS zH&GzMADJ;PTI3~BE8t&K))tSGBHJ({i5+G2zzH&>GCv{Z%#!Q#9S4|IZczCtN+u|ec6GqDvm-8kp&={8Pt5u2CIW|A9pVCNc{NT zP|VV~p>WqNzh;6VB>W$CT7;EI$FmsyV+Q$H17dUlV& zR`I+Vno=1Ex%4tNMG&qN$`7kv^V_tnR@^tTZwFs7=r2Rj-s`lLeEB3_N+f^vmHM^M z2_@YDBc1K__o?4-^uK?=-hTV_*^fag5ot*oV67%mIOIwNGS%NEiB&rU=WBo?R2$ic zmK-5_cCp^Fbc?uWF@{Wk{qzV^onteQR90PvZ9m}oj#@rJjwedxTxg=(f zNYeVk*n+QFI7)N3=YBe+C13n{qDjr_I*sF(Fk$c@x9>9ffE&wpa3ra05VHL%l+L8O zsbbwdg%`yuR9_m&KlenbFw0Z8oUbMfY25$#rhj$CPty>@)x)pT%p1>=|FFmW_Z#>G ztuS!j-3j-PCC9(;!$y1Htxfi;kfuWaSi1iUrtyTJ+`ijbhy1_)zRR4zTbDUceVB>< z>0$Y=@AHG9**)2u`TX;({Xc*52`*TJ$N;DPZWu1F>(!Wx)R-THK~#r79Oib1H@Kj9 zE3oxhEY?zeTj5uC-YJoH{}qI#)x7D2r)YmTCYRB6G`8{7TWYs3;w|>qzZRL(TaC{! znjK|-BHI_}F1sxg*sXN{pfYlMEPaXgGUIJBvfB0fJE!{{h*Tn~L$mkt724aW-zvVz zJaRCfMwQHSd7i0G+Ey}+P;R2|l-0IHM#EL&aEdIFo?f|K9BO=#`+>3y{1!bI!x$dwwruDd$8-X;&d1@ z!=ab6DAphiZ=E4bTyh+Ksks=;!>cx#qk`eyss&&BU`Lh+nHn*CHy1i+s^m13ncB6? z*C|(mCPz~Fdx*~3vq7EhgtuIFwJ1>upC)at?;k~)>QfG}u0*k)ZeXH^NPB)zP zv#cKk?K9|BC&LL}_k5cYTG->mUOd{}ne8Jh(49Jd#-asp4bf{8KvV9J{cS-lKSSh@ zZNKXVdUp!I*Qx@I>Wc{Ad{rqi=nhb^)s{n~X_C7EwmSXNrcp?#+wsX>c=4)%mT@}c+p)x) zF@vjydpip+=447G5KK39Id)H1WcQ9Ie94X5QDuj!Hz{r_z;R;(i}9HfSb|Z2`-Buw ztkcnI*2fw2hDbJ8t%MZ@%L85H*X<@nq7Rqc_8TEQX8|N&*Jc^I-+80xwre*wzD$99 zA?qOnBgrjdSq3*HUsZ0UCUFNHBD^f%V_y*#2r=oj;|Il#hEl1j-1S5fqAzcytI`Iy zmlENmEl47?8M{W#nG^HY;?nK@^oU~JTzDMFPCK5tCb#V-t=e~`_U7r$=DAw6uYRhM z#IWQeYHz#DA`QaSOt9o78h5W3JK#x@<8$ZA#N~8R3>aIbSsPuVIOUHQ$L5PuY#C$B zS(9EXQ`NVUtem1Y@ZK-BS2gM@A(`6hw`6>gJ5F;U{jX>Df9x>c+{ps9!lnACI4U_J z!IVIxF#Bp&5Gq-IOM7RVdTb*S=bwfZ>e)uf4T`hApF!Zm>5Nr0o9oRJyb%(5k$d5H z6SYDn#g-!87G|hYi$>>@GVISAW-;T=UO%kURAb0sPwsQWyW7Vy`RM^`n{y0NS3ZY> zujmw|s+ASTz(YZXN-m>-@&U3c?7^@4$G#98ee^0}D^u{fhEy_Xg$_Er*Neh)3=Tc| zV_5>qBHbcx0Wl&^RzchK&*eTazAAU+E7l93 zoUyyFMjaaz;`Ml_{j6Rs!ro(rzs?laVymO4`A|_A<1z7& z64mZvTT2rmOC)Q^rhNJaxjrTGmX<; z%uRp;3oxVlTA`)>a<_$4tlR!;7sY!WjQhu*D4vS}5?~sn@>}XiGV>dPROB#SARC(_ z8Y-0mcmM*<-wD7CkN{d{QoxtETCWq#(wE-P(|o!h+^RygR7JMg>GWh4m=<^X^2^<2 z^xC(TukQQIRJb!sM;ja(C82Vuio?<+=`M6fcUQpILw?J|wGL(#Jl0iA+x$(B;^!e@ zZ6n!O1^;Y?>v~+GE`ur8+Y?&DzOYH6r8;v8z*0Qtcd4rUoB_~b6SpZFnR8D?u&Xs4 zo^f)z9>m;KJPU{*rgm)bnI-7rkKk=+qpC%k`-vVhoAt9QQ+@1@wO&G3Au?GxnZ~|3 zN)g+DluvXLX;xm6mjp5@ji2$w^ZakWE{RwBAM7RwKbf)Gq`Qrx{*UMUzik0`l_){B zM1{6nebm+ONV{Y^#Uk-()481zfP=ayX$mkcR&V!gg9mW7!^uK`Vr24sa$cx2PYfvR zV)e_wX8kS!5QMdO50%<2DhYJjC3DE(dLIyRC!Tl#gNFjZw~v_`jHnRC;^paHgWc&w ztBoImEJzsHQ?FR5Fagl*d;vZpZ|*6?1q?b6YCQV6pMId#LCzC>d8bs@NqQ;ew&w}K z&{V%Y&Nxj zmY%(96i&B%T7G(bPC|Oi5(wT)VsL)$;&njAr=M6Fx)FwMJqf@3L$><5)ut+WYpeO( z>TIEji*hnLw$b$7Jb%bdnl&@B0b%@aMcaD2$ogWVH2eM40IGqo$^xm_Gn&FWT@4H?C~WqH(`dIi&X^xUvUoiFc&lV)!vUQ2@Xo;;ns85Y zE0B3`;Qn#@QrA(^U#QsldQ7Q$?~jX1nGw|WQzNTW#3%HPiK7Rh{RCRg+K-3h8bDw9 zTWLf`+`$j}Q?jV3rTFZt*nwPzeHT_AE2l}toL!zYX?cm!jMbjZd>y0LQR4K*79>uo z#w5#BvxdsO>n{F2i(Sp2VjPDWvrDy%*w%BbkPbW1+IlDR5Hvqcc;FZ)@iZ2Vd^~b) zz0-KlWU+2-ZobNP;A}+SQ0B?vsq9&%Ag4? zOU6+ug7noLL!k*NVEu3{wkua0G}!kt%i~027uRw$9}wWi%NFa*ALBQ2WRjVzups(? z_0=@T?pAFwijBAFI(IX=%&tq`FZ{;`#b8Xkbu+P&yu@~zG?Jd|vcM)4eI!L>6{lsU z4bk!9`!TLq95*c-d!Xbc{p=@wipD_Yv8&+ie)f>!An-_BKea<%+m@?uF>}^x&M+=} z3iSd~$%p5g7v>{>E%)z`kb|lwz9-UY+qL1gE=N(~v)S*;SXa4uo^Oisw!7a~6MBW; z8uD5$_eH1uIGmL&kV($bU*UVcQX1_Bk0f+9z~!{-vDR895e|Tl4(lsPB99sif{4VB zFYW%tx@(PUaNNjJ`e$1{c;5{YrxK`z4mu&}>D-YIkW4CVaRD0`PzAddhLSnA4VWfU z1_GAV$RYY=e*mbXV$LDlX|{c)4QxCKTwkuJtK&T~uWiTWtyEte%=Yglnz#DY3f1|; z^^;kPTX<~YuyM@X!R|!08BOFL#u9pH0g$%%nD|WG^}pHw|3xy}%%KF;M;UhK`4gW3 zNMupeN43Z(GZ5g`KX9^wLKFkg07cnT7klHC*UbTaj|IK=^U$q;kTG)C{`{_ zuvlqUjzo@NvtIpdJe)AYV6_U;P_5L72cC)Vh#7iYRi90uwVLf_K?GnumE4)rt+H}#B@ zhKH0Vwt8&?)V_*Qk_gq2$G*#*Y7~8+g z0Jn&5s&^@zWU`-B1I8ChSJ_u@ltc3-hiOzvPH<;RwVHSQY6d(8U2yEN2PcynrplTYfkCH=BqwHemaXalgM9 z{4<%GZ#G@Pq~8UxKbad?Yc?&m3RuV=I~~n4@@kyo2T39O+gN|%Az+}30I2zR3|fsM zQ@OD;&U|2RT7)91g+jvr45Vbl0dv4IQt{Me$;_r0VZjKuV&T|k+@8I--syqk!`Y~q zE8(xpSRbW}&nC3XOU3=xxqx$Tm1SaU^AtRSeJ%mq)JG23oGb7m$&qW1M=^*+2;sr< zSmTbDo2GTX7qtVn5TV+Ylj=)WduOOYr23|5JnU?12qkCk(2{eFr@Aq7e)7VIX_uHJ zi&hAx{`K@T1LXcSWbxe;^inGsG)8Mx(AFuwyB_eVZK@hxZ8}jc(DldboV@t3_N`l2 zUG5t%$Ocil1qRt)HCivvI2T%97jL6!wT134{C(<6@nz#!yj909!RKIFgUX&82lVH& ze)y>_BQn#$6K#y?G#aFqAp1{zPqNN`Bp#RCcHD&dYkwpPVSuGbx|!J<=*$334S0*h z2T%#eUhPktOGC5HDg=ZdN8oV}0q#F#y)z}su>jMmMOgGkGL+59&X%bwH&Urqq}2;= zx;RgF_(DPHn;y+qeX0GX2weOK7V}w|o1+C1GO0KPMiXEbnTw#--7N){wXjrYtu`5C8$Ol*BgPS*-N-R-#IUx@L7ggP%kKpW|tPqLt9@!-kxuDWyG=)j8b-E8?0daOM6e%T#LFR7D7Q4rfQ`i3a+Bl79G}N-m@V)UaqSGoH6YOh(61 z?dVPqAsRY^XSKTNG*LkiYV|8f=$16TQWG<-R;=iJu>-3G((f3)5Ul$-~F0F0N0qZZcg*uwuzF&5t5ScivS1UCX2djnhp?W8^ zNfe;h-y2B;EKuUD?$;r>oc7DsJ$lBT2w-%G8GOWhbm>TxZ8sMqz4msSPsQdm6*b!( zcw;Q{TkB2ZVqM=%=XK7LUvsK?DNfG#2NZdK7QVR7B^Msbrf+Khbdp&>UsLW3{0E>f z8YL(pYP!x`l}e+w2#xxy1V1oFQdFkhGK<#$VB1zJ;7B}#fH_9&#m;bxas3+Le)joI zM(|mqcHlTP7BGH;d023KJNSSD@4jxMw>`Au@icUMoc>GcY&!4hV65oD+-;^Ii0KuB z(e1jQfOwaJjOt4eJihy-q4fgsRJO0g?g+8%RtV2ahm#k)9dBp#hnxV>ioNg;<@od)1la0-J2Fo5K}u;2AoAm zBKBD$59_X1#+TP=bho*|EfU=rArJF`r(^c|36SDTA3blp+19DxPpy(|k$_TiycH09e zKufN>4a{8FfAE>O{I$>|{tO@qZ>s6|Os^O9N<}vJJDX%q`-1;njuIOW#YF>i9F5O! zgBbUK)!xd@R)1t7KqWU{^W5K}e47^AK3e!Qx|9pkjOP>I6wl~c#Ih(8ki0TK{P_xMQ?VaFspk$qP1&8*jx24O2DY;3J zP`yA9C4Q0IyUlpYj5d}ePrdzlr?~B9nxo2K*c{M`p4-3j%~gd5Heku;#eU&4h4HYV z$3feci3i|@beNR@Wi7qtM19N6rTRNyv2r9!C-cRw{Ul#wl|TvyjNkkEW*s>uqAg>K`$m1!HjbA0ls( zYhT!lqe|m?5HR&yEf}h_ifab9cYVJi!?8}r!Nf`fDpyFK*%iIHmNA3PWJAf%gQ;x& z2ncm{Yg}f$*`-UjOFO7PMv*Khr1{Fuo6DZo&@Mf<27bkUFn-Q%UvcF52QEaKaIuA} z%8*<3coI=BGWa7|3~)RzN%Qta60DtKV1kc zL)PCN`(L!ZWl&t();5{|L4q|9+#y&99^Bm}1a~L6y9Fn>yGtNA!Ciw(AhIDAGyu87u@uhwB`|(|Me2&Y9sc#Z)#Y z`qcuAVZR8&1%0qDX8MSK%+#zR@7F&vYAKtJsXYEq7UuEf82%2b{BJD>#*& znLJnrTJ*s(VBC0Zv!rj;=2F5;FEXXCN)r*2kSkww6R;C7GcYX*@%oqbc~&yD z9nR8gzU}w$S5UrQ!R;K-Ip%lkx7y|vw9cd;-P*7+9UCWFt&Pk?R#RFljJw#7FY$n)gq;FmzyDowJ;yi0Z@P$$%W_z4@%x438V+5>@MR zvuA9DZr+-MZUMCq(s>WQo2{}j%E)2xhC8dHV>7gAHhEaM?f0evIS8p2T}55p4x;s*2Ka8V+h%`a^J$Cwy}6lG zL06)R${F9YA!85o6_`mM2F+A6SItAF5WO#_N`aG#~ zsDfT~z>Iw?2<=a1icG?2u|C~$I^7j85{Sgx=;@SyIfnDOzZJR}h?c{-j%eZWT_)w5B>IE(`&0h72^gqXJgIuK#Jv}B@?5#~P#6@Ia zL^1q6_S}2Q?uf?xFwVFNzFB`PkPfS{VL06_9Obs2mU(NY7^Cas1cbaN_hZP101UAH zY{AGcuSh|So{X>o@4{_zIrr|&XXNt5kWG2QzchNE1WLrdjqLC;# zr$4Iat0nkw7gl4r8xHq!zZ+F_g*V95KRKw@_acB5feHDT;1F#OWgndX@^|`2s|8pv z&H2U65O)4%REE)XB7ZHK5aWo4e)!wSEQvN91FV3mO^=y=i%;$nhknXN&aTbGD)LPD z*NB@w#%V+14(*DoFLD~O(ng$Vzr7jKQt5e{fNvt1wG1a628So{6i9Bged6__ zCBsd!m$E#K=CIH+n>71&axd4ouEn~u_{gb}IfQ+-$D582Na+Sb>|hrg|Lb`;KIj&#(h=4)NXEA-l^j^(GHKStQA}M$wEU@n(OXN} zM|SlnU3vlf)rv=pjSyUJyc_o|rgUrWn`Jt=@+r^Ttm(aXk`Zvf;Hqzju4{jv zr$~c8$@G?I0z~NGiai&0OOO8PJnmYg!Qz+=#!nZ zJ`<7gEHtpT_ZKP0O@1vQo+ZS2MnTcM*ISup`_+r8+Zato#W z#B=7eFYv!T!0e}ek;W7GYT7q;hmKwhgtRq@r8LYzS~jkusxorK5UpC9RxtEcJA*Kv z%cEKxxE6bk3x7JhK3_IgDu^DRig@%!G4uU>k(+q6a&iFsr_1=1P0@9Jnz?h0C3E=JXg)PjIGNt;}6RjH{U$dcr?po5bJBKT7K=R z>$O=!tFyShP}RMy*)qFbZRm4T@Vj0DEvv#tcl&;VA`5^lLzwC2KL)W4 z#NK%B&xq@&lq8PL{3!UnHAzz_e|yeH+*^aCp0+c(eD4`QwP3UG(W{M8*0W8k(X;Jr z8_4(O-U|Q0Vw%o;ztKSvzxt?mb~==!!LjMPu6Liwo57iqm49H6l)eNUYepTC`Ju~mkodjsN)u@BJe@NL_>Xv4jv_8ju9in# z8@#WyP5F{bZZLAsH0y?Oox5SPDrE7u7w>OQ*V**G{H_y*b9wDej>BCK;E` zC!2Qbsm9M@$~BYRC(nQ5+3J4d38dSX%EwzRADut!kQXi$W^s)XF&S)_qM};v41ufD zkJElG-wlgZRxA^DpWp8PG_1)(6FZ-`%x{MFdYXAdm)7E)n5f<8{?il&nU0os#cui1 z(8Dv#x$Jzd>h6hCXdz+eDY;_ozSG^Bhr}}hj(0uMjOVo{YtVh^Yv4)U zV#y?LySwGf^|ETm_Hmb9AmGLSCTfbz0+g%VM~mwt4imgoK~f(~WzBoqjnRu5fvx2f1pD%YBBT*LL& zxGMSK<}-~wPkc*@vT zew~>ZcV6QU83!l}6%XMn1?wUgkF_y3UCoekJ5B4T2L4R6S6Z_M1(sOtUAKpblC;RVX3Psj~e= z7Di7MBNjoC_WPR*EQp+-QClnpAp=r;mmv%+YL@kq$TxX*YZE(B_e;mYlML?q^{I~~ zDk5`!uMBv)?pu|hhCnJvIpESx?v2%8LL0Q^bD-W_x>@j;CGYBvAUbpn=vapjG7ZL_ zV8g(&?1CwLUu+Zp@;C;SFQmA@hu0N$>(G}9sZ@h?JH*D7%k8l3PGoP!1w0glEH@HQ z1GIgd7B46$y%KB8)?G*McR5m%7u6%#F*BXU$*4Zyf#G-@foLeQ8a$zNeVwc2=a* z$YZ4kId~b&zU(;7aqB)(Cp^o|b9aIBzZ8rp*9xQ!_r1udIj^G7(saKme-(=*SH_|- zZV_ryW;&AU^`85n8iladqdJD7MUE{Uwb%QTcJVZSfc|$DK7H+RnPr$vNR{y(%|}Kr zaI`VJVeQrz_5M}Z<2S>vhy)vd1D`>$!S^Kb{ub8NF}=I>>-OMO>9!h93gL;GJwpE; z2wOaEW~T+@!)p`0FX=q+2yiH7=!FxN4)8y*K2xVP8v9N%C@q!kDU=s@-hZaradTnAI3fLN&1- zX#ROl4g+Nbk0-Pxld4Wjdu905DR@INt(&eFq06O{wn(v@`Ii2p3Xe2t2F7TadPVfu zBhEKb_$Szkl){KBB&1`w7X5D3`y%mxfH0fPGKpTOTcXuX`;B3yb-}Z?7Pi{pgVzg% zhg+$())2?y*gMiz@1stt0{bK8Jtmm3LWTXqG>YZ4Ulyu8AqiZRy}|l)glt#7ugY7C zrg3lY0p~L=`ceIYYRup3yJ4nprBB26)G;%bzdE0Kie5bW2R5HMy2y){->a7=tK|?+ zx{lDT{{{5!ijZt|x}#nSk*zK9{VLhjtlQ)$iB2hl<5&q`%qanv!nH>j)%czu1eVWF zoKWySuUMovgNBB)a&Lw25fBY6oiWcjZxis|f3DJQR2gCePjlR|9`cc`MFWyJ zP8+xb^^(?VKI9U#qX#N2B~2$l%9+yx@s(z;#dEA)+D3xR7z6Yz#)ag6ZnXhihZ7Xy zMf^tF(vSdtRyBE*7D4%tw;(T)OMxD@k%O;7YJNHVvvVgT2YNgK!iXk`HrWtGPOYIA z3mkUonZ8!9u^b1tM=yvul|FMnspM3EMqiuopbN2w=J!4#i^u(-oWwoo_)hMApmZX- zv}4Uul{R^E={D`lQ1>4%fPv)U_xBP=tG@uD?#~L*Kjf1kFw-QTVYcwT8p9Osv*L&D zonq!G=>$`RVz+(nzKcg#o~$PeaG~Bn_rqk(nJisxgCBd9WAGqY9THw3^@gaOvE}2* z@MxFj@xTLyPC;<~NrWPv9u8`d);q?H62bmj@zaEv{h~I5K=x~kCox_RMhpFR`jhpZ zv*w@%2b)`-)K3VFj#!5p6pi5xfzdY8=6Ib5XLybFxm!edZTI4CV0gdEvc7cwwu{#) zan53pPSe@A*3EjA<$(odooO}|8N>|?^H#xY=>+OVZlc~E*K0lAPHUqKOhza&B+hKT zUJr>V9a2TaVO2m+xzI~wbN;aK$U%lZ-gnl{lyiG4Js2?1s?0<6=eU28K#j|oeRo;s zEM;@|0m^DR0eecvas87FUp7h-5QkQJGW^->G>w4y$^C&T4(Gu$S|tX%O#BpaUR%6_ z)^;`+QN?86wx&yPG+mAchQP8M@ThC~yi$uH#Snn?wS{|H7@i!4wwpH^`W2^}j_3Hm znSVMbbv3}itt-32;qb8`94(Xha_2S@`cmg*cilxDx54FhmRs-1;y_HdCdMt#EC+ZR zBIL^sf~oF5AU%tMkSYN~ss6!)$l1&6Jp6{G6=i7D@2lN}HZ&XA1F2Kr+g!&vyW-$| zoLh*G9h&{!<>G*;mHWLkSM`bwwa^`WAiMb5-kwkW95?jP;Gr`Z_g+D zW6V>S)wvZ47&Jsq&uA7nw|MKoIb_e{+0Mb13%jnsxZwe0YQtI?aHQE7N`i-?ks?DX zo^V=8^va>(SWJlb{Fa;I4EY8Otv|cMm^fHzEMgi194jd89Ze^eeBDz15j#)+Bd_p> zpb!-d*R2j_JYSk$(F-taeXhwc)eUxQ<|oBoTTxMcmYHz^Cp~NkZ+=)dUU5vhP6-J7 z@JpztXJ&&$`7QAod#UMA)XhkaVX+${-yo&s?uKbp@rjbaT;OVGM z)_1+BIr!ul^_Andm4_ECPkIIvE#VrG$3~}QUb#dDzUybHe@?D_@B0~%Gex%d_}s+B z5m3?D10$h@W!^`#$ALTlm(8`<-7ZG5GVE4Yfde0O78_XJvpyL;QuOejCR?r3oN{ab zF#77aJMpt39NPuXS5Hm{Saf-dSCOHZ8Hxe5e%P>GcAd1)Ylv*;{(xeEY&Im=G@@3| zxTx9>nr+Jtg#qPl*_DRlyz9a`kL{!HMPT<6Q|nif9aEK|bMtTTbDOLoSRf2oB*sh_ zQF3$d`;Ra=D?;ik9KMGKyq&WeMOTxJ)xXz(E<4i)TzAP|XSJ_2!-!U(Q6E`UopXMB z{*}6WZtdr2^94ghgHV5)em4P{@xID7d=&l}m2@D5tCqSv{(09T+NI5MTL{yEIuq4t zEWY1JVp>tO`SkC;M31O}5&q)fZFHOtO*qos6}vYH9J_?;?xR(mgr8?2k;93H+Idr( z_VK^gEk5xp9f!M>^(9B#Q8~tWp9akd1`8Oty|un__k^Jp-fl5-kXQ}Bk@dR@ZDMLa z-~6gbW)YLU4vQsrf#iF5cyS~B_#{DsLky@d1DjR$&Nk#NbTq!q*=k};k3@$N$y3J} zih^KE)xLSu_8oI4USE80(>uo-^Ue#ZG{5NXE_)S;hKnDN=^u!m)nceT@<~OwjWmD$ zpv*_=5GtW{%02Spg$4g6^!JqZ+#rW;Cu{QZ4p@cl>A>69wcyvr z{e_wO{z;J+`?qs`tEXXTb=D>sOQyZ$CYjitc#Bsd!!{4CBpcdBSl8SLmL9yv%h-@K z9=FvRVDx}_Q*)__r!yAGYdyk%CpD^bCh_NEG!oFAJ7W#&G&Tf?R#nC^DI`2 z!~w~PPeh&NRt*`v9xAOiwvAqQ&UCUyYm5;r1B|gL$r8Zmo*h5kB$#EVU0S<2xs!YhJ#c()3_ zLA~kf>x5|0s)P)1Z@Sj6n11!7qmmDmN!tog@lOi13&FrxRhTGnxb;QgQCwky0-$eW zIFuFcHLqHWZLRjx(Ej<_$QK6Qq2~Q_>zh!h-#u>#1nC$9GJXr^yF2wE!X1wX$p{nL z4`wr*-X-(1rlJ;!qf%9%z;FW{WMtCF?(b37wjBJc<70xDu_95#J{C9~P3I%y!Q_bT zPBLknfY`vI2F3};kwR#(>BpWCaj zn6SF$1Y72sXVlp<`7P`xTOjvhRqu4$JQef_3<0hJsA(;GTv(;<`S<|_I9@fGd({;Rteok%Z^qUjg zUed8P?aiGMs}4SS&AsV*%13e=w|2%CJXh0RZ-n`}Wv#B5ZAS(3=02{NnWmGQ64Dzx@O&}Ygi-7 z0_To>!`?!?`mwqT05=KBchf_6Q}fN7Mv#`kyQwz;XtYl9A1~qsh!XLHHH%z--xk*A zub+b_7F{cN)EmC#%cqJxE;b4=Vj*R|E4i#lq6$}g!9dKj{`IVIG1~02!vqh@0VD-N z+?L20hRYLu1*hLjG@^?(qJ`MIrNEH}y(+%pBls^htkhVe?yeet*_|?{4WNfbW-x)X zdV)B(YtW5#(?e?plOKJ(XJg!Gs!Ci8xGhO(_jBJ@B3xAJy=PU2eSbe1uw_A!@vbd@ zq-!*dU!<22yCP7-hK~4yPjZAl_!zGO_rEo<_^38*JRI zdBz{hU$qOVMmfhY0g}gl`9ZZ|DGR2q-C+qWIo$i1j z4OO|QuQSq2(g4E`D~Qe7Qm88x8F-dVoRJ5`WPlFpB#&pbwUxZFrT&@1DX0 z!E7|HgE<7Za@hyl?OI=4sgsh6N4QcS)jwD^@HLriDhCk`WRS^Y!(3lKGW!d%6V4H@ zXG3O_Zs#D$Ye5A8LOvbgSw`0wk-~^WZ1cxo|} zlNLb;;dHpe5FQE%j32qO;xyUKdOe&)%%zK#`Eu+lb(pK11$D4%;GLjtC)~0Aff|#K zOS&nHw33G0*{MJ%9}e6fS-S)j0amHS=F?MS#3Fn_uYzZtdDJ%L0!@4S32b^ zLGQPRD_OoI06#Hn#}vyhx|TJREk^lhEOpiy`#})B%s+S}uRHU%t(j)zkzz$UAPBV} zWNRgrn;p4+Mv|YJj?FV3fHC4ik(vZxLOJvLVYZILx%8LD9#&~CFa+>~xakY2?pm~9 zL^r>3Q$Jv7`MCOO_o`3f5al>Z2=~-Hge`=Mu@dk1wZjFaZ}f|opC2zNCTbNmX&bG(%v&RhPaR2iGe?~Ft%?Q z>LyiSMNP{~uD=R&NvCyU^Wr-MJzg}RrGwL_rBksgj_EGBeX5i&4ow|KW(T7zoSFUR z(X! zrIXTWU1N*}*7&i^hwVS2B9uA<^Ny}ixX!^}a6}>yYhS7;%y%ohP`=q&bKHScVvh47 zrjHG})ZM%>sjoSWfQeKcW)Gn&GKGw*m9`ND=shD*CNkEN-HJNYF}`h(IMR`YIu|+T zGDtp^)gge|rtykE=L5v~^#v7-9|jmTlehSn5qv@rDvv3otqi~|yg?BpT>_TA)EfZ1 zrG43r-iC9K5jDV5c($epiHIMv=X)J=@p2puxV8{KcoRn}){x0EjoMg%nElHYYBSP& zHu}Oto``X^YNBN4i&#>H4wmb&(d#iEf0$zsUX!w!X+UbR25~ZKuY1t}x0A#xRCpX6 z|73rW0|#;U6{c2-2B|P$k#kT0Z|io}FVHX^dr)EY8jo7#4gaVF+IDMO-gF4poyc z>WI9PCsG_E4lqPaoT04rGMa%@HW`8QkmI)gqs~QRB$@3TqH>B}WGz9pjGq=0(VXq2 z-it}rhVD$&v)tGkFg`{889~UdhSC0`XnFw?BgnF3pfJ8SfUmm6#w3G|Y4t_(!|iuK z^c~#hQHsce+BMS|#54YB#!0CiqdgeDA!P5NyM#8y4fX4q_BQd}mpe%8pY<~2P`kdv7D=ww-)#&xvAv0T9)5Ju2Cc$csginxfKwg&nDxPA2> zV^PR9FuS6uHxr&!U9F7=R3YhNfUs6h&IaxUC+1xjJ04|^yZFSF_74Ek(?rikuGyzs z+<};PVcrK^UnF40as-;S0q35(`F(;y;-tnU-P$Cc*gqxUeOauG7IuCM3VqR)F&FWm zU{zkYxMhwYU;8G{P@D}lphKvLC16BohdJP$`6Kicw@E*!(A07M{?l31!JM@yA&-0u z5iNWmtO-*imi5mTLwgyZV(r90Slx@>hu_D#iCK9S6jdAEi+l(KY*r>6G09KAIWlS1 zbj6@zqZ+wf_i%jE{L&jkSgeE=ePC>%PA&7Ps`|}DnKm{&vSKGJ201O{lFQB97(X7Nn~5z(x7e-^QHqx9^{hKzqt54^zAt|T zr|bSH-{>vql`qFJURW-2iR20~Ib^?rjM(RW?4XE%(1cq6i|}adg1&MwN27YQ=Bq|o z&|0ax6H`tlnNYgu)K*sd)1lr*Yp`TifqoBYYc#(n7K^T>_9?;v-lP8z8cU4@(j_>T zX2aDLIg|F@2Ha9l@Y>$ZvraF$hkdp7GT;z9gp@R{7~7*z zu##RvhWnFXoElRG5YB@JrUDd9pEiy+Mo9-!{%iLBpD)7V0E{(<_-MwxLOTARlYsvB zuPq|O+_PvbBg^-g{=eC!|2F{T+Z^yBFui$0^pxp;3y%Nv^${N+>^*988KffnzyHvG zztbT7EJK#oc}wj7XAky&^uN#lX61-nfOPxFqtKJ=&nJxka})pnUF`jSKzggk6`1iB zm|Wgnv;rnn%NP7kcAJBkfbedNwO$ucJZZJMU!mx_|mOItYbG zG=xThyi@YP*O(LXGv(S9DYt-KDK((~nQ|uph`g?{X=yYKt|z&UJHG_&w@2wB@K{4H z6+nW3{~2`@&uPe8`AjW9pF;*@YKlBxhrJq8LDND8zj4Pu6~hO@F?-I!-d5Dwa%Rv-+2U*Mp>1$Q(iDY!rPntP7dHkaSe9sgFsqiKH2C67`toaXsLP08t{-xq?ApS zIGnFtV*U#*%72~*;M;!h0pAmGq!flpyT$g5IlOtVrVxtFaFp1IK?P{|-o-WqGP%Z* ziN2OhqR;4wB&0i(1Uh*d;ImYTN(b@|$1@~TKbUO*dmYI2MgXS?qZDAg`$g3PK9>@} zH6I$+L@~6U$MOJ)ct_k{s6Uub76AbX!vDCE++hOeN-+@5BsxtMjhfFnsuz1x7#q4( ziPRs-fdBZt)iFw6Ump;%Dz?{I7jS+p_6FEr%r;;iPWSU7=P(Sa$ol3);mWysn=Ar; zZ>@bG+?y(e%_?-ARrTsuBZG3+Cs|YW8B#D zO^TWUR>X0{fvjZ#&@k2Fx{d%YL4agn>+st)DB*x5mqevhZKg)B6Oh|&0K@nMK=NsU z!?sWactJ3`pMP%UKRujX{SaZ@N!v$?iB+l?&<+CHZSzXgDdy-uj8JV5qYqUQ$-vH=#PkVqV!?h0sI zr2w%61wf31V!(ly>|g$rE%4H76!4qdYk-GKqWMHAxKjg256rYT2NPcD2m*HAX?2}d zfcT7yEg(T*>+I%VIthSHiP%HOqv;QetW>Gq=Gk~ROfD9#a0E{t>?xK^&Y>ZE%{p8F zJR;8`NgCzic)-E67trBrshc*o;ucXRts1T z4293GvJf#Isfj6_;Jy^Ei1@tD(x_4M08leZjXzGc-=7Zgk-xeAgp{bqQA?a>a@0x739fISsnF;y2e9G&vKV%lt<>iucfStjSc^35d6zZt zdwqYdx-jwKbco?dDMBFMxF~o8Z~?3Ue!OUgQa(lp-%h$Bg1TTPnQ9oGl#7bIr{PSH z6ATT;$V96%>_Z`*&qliH>O1Xjv0bXr2rZ6wROu)5}vc;c1<;Ie_pE8cotYUCSo5(P3Lk=>l@OyWHMBS+1=az5UAh>EWtmCbSjqw7+8o&A(C$669Nm zFzo*Itz@i7Mc%FZzg>1?`F*^tLaQ`u%?q|6D88zwEh>8Obis`s+~4IgxHN)H0pE(e zXJ$LEwq<`6AayLMN3e&>(FHcuDNR@+dU)9&1p|lxp!14~#F(1_q&w6Q0RYNt2_l2m zOm0m&v~YkY{eZs(bBt%P5&*G){HnTNsq$xZgE*%$>idntfki7-b-k1;_Gc<8W^|&8 z=(U^rftF^ajo51CrprN;RqhzvTHA*q&$D{z30T=*5P)U=+PV1Or}lLPhOJU8e)bnz z{oXjy=Wr82>L0)*Hs{SE`vg1|D;9(%;-lj8ev?WV#B>sxV$f+(TObQan`z;6Wkd-; zw!9YZ5yYv#TK3UR!=}?vI@aG_B_xLs2fVp?04C+l%q_#ucUlb_Ctm;k!$ z*jI>H4L8nY78d&?P`EajH$cLS5%5Tq7X^ZxKBkP&!jQrRRkfJ#lqrR?fW^TER|Gdv zdhGZ|?`_lDA8)1m0(T6NSLZ>a$Oc4R9fC-Ce<$h(j-=-=2(sITni?eYi#XD-d*RAr z09m&n#!NSD_nl-6nP~h4;A}Ad2(0UjVNnIJgM3Ax_?8RHW4gj=pjGlA812*0d z3$48X&uLv?_KPrLe((OH&Yq0u2wu#~%>Hf+ZEnCMz z>miVbFeSZTuwK@jusywC4$ORxtU4xNyVilrHvVGR{l`9h-v=+E+3&j@JWyhfOccj2 z3VJteLAe~N<9#|n^=@mH%eDQ3^`csC@mLyrg|jaRV-Tb`ype(CTK_NUB#Y_jn-D0g zg*s(B)A3wUJo@*uI1qZK8~3*Wv7d|BbrU$7ep;Egs!Aok-%b2EIdCvnJ+%*$Gn;Ec z>pep(5B zuMo}E*z5hM{=7Z-Lm3Joehac9H3iPqA9m|vGikj){Q3p~o0TO6U25^q?_KvucvOH| z>_gHZu#pu2$NmKH&{FSLb)r@vS?-WW4W6v`DLV=l)c__7uTKv;_Tk(dZACa(HnIij zQvs_1bB=OAF0$(dYD4ymx~OXeq_&a3(W$N4usc3?WAaDQ`lL9jZk2e?}P zCg(9M&ET*Tk|%{yuQoOvO|KHgYZ`ei49Wn&Qc}Qn1caY@2wcqk^j2$U;DywWb#;bk zVLd_sYCwWN={deoF0jGMRruU&V$W6T`v+Nfvm7tC>q3t7fN}~WprPBdP%fj`_*$r_ z4k*hkmRPUJ?Z<`La_7(N+0u~f(#6U)7bNO_+c1g~z z`{ltdVd(Zht?TkzJ+`~N57jqO*G9KY_>XPClt$-wUkE+ly69?R8V?g6#@_IuX%FEt z@VpWq-U1@foAAP@g(o1u=v*H#J2bxr#39^SbC4N}8aH6q^8|{cGud>GaYAA$u?`4s z6d@tB*Ep6qk3Yh|*35JW!u%1C)p_CsOe9T(N^Zi%qw40`yqdWq(ZW2%ASbw;J*GTi zHK_A=Og&eCtbYGmFYpG>x7YM^>~q>gf%KisH7D_Hnik(tYefGBJIa=E5BZ_L9itC< z_D%Rq_yP)&Oe7&8;+Q`lP?EI)KGf#zz(H+B9M{}W*tfxaifcDu+Jn1XQqfktNm&tn z3}lm>DVM5^*V`=fWyGQNE%E{3l#_S4L=K&;&#H>U0|(rb0WYj$NyolU2R*PWyIA@J zD-7j7ZIUD}vly^Ql4Wmks(>B@cv#f$d;Qpvc~}5VO%7@2{ksuSrHh@gMLI~6;KH-H zH3*(GXbf0<7#-4>%``zA<^WlLafB_?0RIlN9oAmIZ5hDik#$kyV0PSD?KKzCYoMvA zF!Xyav@gIw;f^@R_v1AW1CL)Um3;XKM5~|1&|#osVF$9>9ShX@{Xyegl^xZ7qK@-$ zC?Ou}&?@W}uJo>&ozO)BzECk+6iss;Rs8?Z`P`?$_Y_5+*|^5^5z|5+7VRZw=cgKCQyAIv{q!IH!mq0yyll^dD=`Tak3!T)~Y z^6KU5|IZiuWO~e#UGlDp+LOfhJRktwe5chV+8|G|UO`EqAcRabpVlul_Y1N}=!Bqv zk^mPq{JYkA7^s&*Lh$*~VCbg$ixdw?@M*sgdtFci z6)6=31qES1Pmjo%ouy?dpj}UiI-Zd;H!p^Pg#}lva*RG9_!c$1X(ULs)m4p)w?AtO zPjWv?gb7+&Zp6iCCQ5mWAbDk)*_)hV)p<2tHe7Dv^Vn7EiV!9@+D5AR$EWkBFOm^9 zH2QCV-lo9g>PWFziRJ_X0m;kDy8$Po@%hg9MA1j`vku_wO8{E$(1HfTHdj<`z`teU ziVtYxdBeNPpBP}Av%W@eeoR(XUBKs&Y-$ zBTt;ZeebZN^$Cw2n{D^(!&5+uloca96h60$(e%h+68bau=mas;6~zu$Yei;?-@i5c58$DKBeY{+G&X07(#4CePeaBGkL{#cx3pD2d8WY4>kw(K?( zHWD^4k;A$f_$~8lV{hPMWX|{RASEJuC^zfx{R4O;lO0aKt4-yfn=&ki_jhG#RYE%M zyA&6(Y-g(^2hSSBCg(%*Io97^@ccmQlHhfBDY@De$YRxp7{&H7X-N)i*zFS+$lBV%Jy-iw;2CB7&nSt6#rt&~YS`&<7lxFCT@ z0#4g;fgVAUT3iB7TxclS0;z%T*LWSN&P|PN^N~!G_di38W--HBGOUkr8v@*^IiBOoCBJ~P2V?2)M zI*;gY?tgB>B8n@$g9%(NUk(V{_FvzqwUL*!GzfKGSPYTHdWwd*$rg934)J$hN=xa1 z(;A~!sDRzCQGtWCU>vpKLVu@Q+MMqu5D+Tg^uQY)Dj%~P8NADC&?@FxIVgWw{Kf_c z&MRDcHnS1k;sc8fizYi>HYyI80lMNvgWVpk5q9!+!T!l^>Wy~TZ^Qij)J)_pQ<&sK zE~{HQgTv(dO_vw@+$BBlhkwTUj%R89-P1zy5^W(}U>2}5vIgQ&c)u&;_)XE*)zv*~ z@x82oHsaZYlCD@pL1oXRqYc-{M-V~IXB zl&M$u@(_(G1J+c9PH9YrL8ZFwIsiuV_BpPI2*VF;kq^+L&RjT{jHc5(Ym^zTvLryX&8mLIL{36t;?!cT>u*(rce2W%A42GCzrS&)#{kTOne$td zh80k7k2`S8RDNntC4c>Z$Xh$q(2u^EUNvN@9VUYJV>N6vGz;A_RmnciN{XN}xmve^ z5;Kf*P)J!GZY?n42RK}Ni}r92D^`atY`IEL74Elu{teK&Std5NA3%{bJ6RLxfShTRDEIsj%pl zf9R>{9Z2W4{@wTOAm7fDtFOq8T%2CyVW>QD73{YbA7QPt<#mdwH6w!tsfsUA1JZo0 zqy}>N%agN4?gd%Txv-zm-f~ZAp;@46VRK}6;2K);V!d1U=Ae>@fU|>xTEaI^&)M_P zZ^(K7twa0ozD%x02x>lvnJ@bQgQkm=VG)A7#=N{duon6WU&WpAc}0q}vG zngJ?EDj=%|-PF{Su7<=4uRH>mMXb=u|JqMriIBq{1PTNke8`HTewV7Vc#U3%goVXD zn-vzTR?u6_lqWoctzj%@+ha+c{&3Q5o;OB-8*LM(7C$J=z`)?Vm4yE0_IA&Lh=_>m z5Wk$|2-TOO*)Lv`Tyz@9v0}MZiIMu55kDJ4me-t^5QM39AxlZi^nz@ZfTHrfPje!c z$_i!5d|@oQJI{HT&xZh#YHv$kZPNlHK@Ymu0zCciqnQr_eBv#=+S@#*OJYk2wN=Z( z67flGeC4kQLeM}73UH=#l^QCd1mO>NUm0n3V&&(jX_Dv4j5cDc(Mx-EzKbNS5=xi2 zGm37`{``D1#I1#h84=%L2qTh|@=&tZ%~p%J>%mTaTzq_1c!lh?`E^Z04|l$;Mkmil zq6Nzhmfx@#8s;U^8J$Xp9BeJEF_wJzNwww`h!q8fu0fw z67AoznA>nsKOdZ0;R7L;`YvpV9n|$6wNNkYqDtzsq~vD0Y?qv7_hld zzgOUfTLV_al@6S8!!iYZ^0%`MA|@zKbbB&#a#pMm22KPQ7nf&W7VFe16O=^;F@X=h z{fdC=I$ik+pF~tpjd`MezP-Of{6`rL0MtE#7LP;&fZhoq^mKLr7oCtJ#Ky*cE^0dh z*Ecra0x13Th#inrj0W=!NG?+)2A+O|`xbV!)_ZKaQN0?flIDHEnB+0i_6TQ(bd-?s zZOE#n4S7PstpBKIXlhEIb6h(!$oFqDKFLP`F*g054XV;!{f9Jd&kuGv$NNelWM=$v*q>NKA&*H zIznGjvwwdwn{1X6@#Wx0<+jhatS{gKIAPL1fqFlOKrwQ%mLe-;Y6wtZvNBg?1Ig<%aKvOwGy&VWFU~J7r)kE`r%S&tG0LWXsNyQ! zl)eu~j^;wP1KfiglYsF@P86`YWF7IKKJr54Wzm%olG}J4lhZz-Bobf2(6Y;NIuK$t za8X{AW)pG3U#Z63GV!JVu%T24(uM zzM$;5BQn%SOsJnrhxs!47oN)V?_D+{)${fyvth%Hm8kcqr=&Sc@ID0Qr_Vp_uZuNN zh8w4a--*+wwi%9;BonaVR?J8^^bxd0KQ`}Rd`3qxPij1@9M~c1JmC%-l{$NOw7a); zP3`-N)sk6Ebn~s?eepysMZw~u^)Vj?DWbEH_Oa-$=+?F4#VdqJiFmY(A^3psw;TD@ z=-+XvEXOI?_v>~pD~|DwC^)LZJATmXgw0%pL}x|_{%sekM;1*^3MUJ|R5Z_iD9;BA zfc{gSoYe2@k!;QbL{#IW#YO`TJwHFcbHZ|6_9=22t=SFB*&4GrITu(Lc_AUcmD}f> z7N81E1jeWPd_WJC@a4-3rrYOf6(pF+-{0RU4LG%S56{Nkst%(b<(e87C&uZcJOPFQbaty(Hw0zF=|E6iP2 z`S>UE2wplvt4aD~tzBhSzWI836G5Khx0JnZwNWTmn{c(qZRLzuD}jB*TP3v`8cbcI zQnN5T#<5Ad{0u()r~sU$co0VU{-9%#%`H8a?O@?gjC^s;T*XvUJ~byDZ+w1 zae41so9ix?)6*HMeEZbAKA!A(LBe!qQ3A)-tkEpOskM=4H$GPgz#Q^dJ!mcu~F3RQ^?_ zM$M}TwKzTVhOa^suHv++3MTrK2aVq{3(?poj_^w+a!47o;8~q5*Q^BDNInSaHlv%& zue~t9Gzhde!(GEx99ZRMJesq=#pD0eN&X*i%D`CiDa2slSX*090Amy1l`6peG=;-1 zS0Emj-@E0#R)YeN0Kx!xua66j0(Nl5;1)OcSpfKz07AA308_vpmUGO{nB4X4?H~Yr z769;+M)q^d#lgk(`c`oAc^V941b%91Y1wE#Zj00Pz7YiwE*dm6v|A!}>&0IN3V;+b zA25dlP*_t=+m$aeS$x{Ihri|dF(>_+*v`gT+MC;wZW`mYLPBk~>7Vw&IiiZ9(-nwqr`q~lZ47!Z44LMUuo-s5U~Qs{<#iDvZFD8Wk~ zkmbLfXEa*(f=(h`$uITvHcZw=UO8A_uPVp;8rEN-M1d`A^w*oSGq|+i7M4O`8KK!yT#@G(~WN83olH)$R^*dL2G+<5Nf7wt9|+Dz!-LoLU3)+JG&A7 zw}K{?r!yAf4@B^CMK&;`h+|k|XEXk!O-riy^aDV(Zj`DxYR|X$7Xqh$Rmi^LUj;HX z-`O|oIrY;HBW_K`%xjz#=4Q5n1szyK8h0Yl$NxlxP zPF5L_gOYK%y%&x{ZcF5g*tKd>)GrH?r7jYggmPnheu7mF&bDXM6Yb#7m=>wkTm-S> zJbFDz<1$DnLfie?U=40+pNG#TzI5qP7a8BEl%M&9hC`Qc&AxeAOZ z_12#S{vwP7{11ei352`x}{;)LEQtJx%|j7)Wk zy|M&2jUz0} z2WoW2y$&A!!{nMG4S_{vF1pEf&eDnEh#e)dMmtN#(6V+<>;CNH)`D+IVa}T*hj@zl zBRi(bzbhx-;9!6s6}+u(_wDbN<6mfN6wXT(Y@Z$?jwI>7Jz#+!2EfGZ z=rafp?P&bp)hqwvN1;9QqtHB7wCMj5Fa19dW=FR$fCzV=m2!OgyRP)P3iK5Z2kuM! zz}KPiAMXnl6#$P>$Ew$4{t-Y2nw}>Yq5p%?ZtXEqQc(>76@bH3a0KytC`lUj&FL~Y z3%RH+OGQN+03IrK`_6<=e>FnYDEzleW;+98=`i5{B;G#H^du!DKvYyzbBzv#z%iq7 zcnh#31_2!QycRHw9{`*(3xF~~W#JKnib^*1EwT4?4grs=0v?c|wMj>E-2x;?|8PFk z_^#91bg;OfMm671JO*Y|VTUVd(BNIijHNX1YqbY!6er{)9e|&&>$HN8z zNm^otZ@sgK-nhUbj|^9Se?6(4j}&?#K31jnHQ3JU(08BN;mr7}d=nk>M*Rpas}!en z88f|Nb4}PJ#GY-8>K&hG&MS>#3yaEtiKhjka`hx^TY%#4#QyDI6Tz zkG&D2`Q-xl+uY7JVpKD!=_B4X?cTsHNlb3@E*-oXik+yFBmGT~n4Z9EDm(T=^LOs4 zbKe9ydcxb|B2!O@Xa4NQ2>GjY%K{yB)e}_NXeYz{J@5O!ZzURB{*AUW0(6sjfL8U9 z9T0lewVd?gyEuk@{Tc&IBc&Z3Yk+fF!pJCp<0C_u13J(}V8in}J3DilWtyb{5c&W> z&v`B^fN9M|(xaH^dtNd!A*m#KS<=2Q_Qdtabo^B92hEhov<(B{-pU(NYPqHJ7^P3I zn>OND^Y*3C>hHI>>oOeG?uFMj%bayIkUC#+Sor}*_$(B$TX|LCxsCF~B6yaQn1G6q zia5qxibR9ADbkK>>2h)t$8Gh@@OJSM6;FaMt>soHdF)o0RHH}z(V6bMV%NZ;O+OFu z&7nv#-=mumA>Cy%!?#0$m7S6ROp)JGuZ&h#@Z5>%6K?Zlx>kPZ*XGxuhlA|)?&oN$ znDs`@)NkahzMI?eFa1C4y=7QcUEeP%T?&W_Qc{u<(p}Qs-O}CNA)t~{(%s$N-O|zx z(jeV?tozyTyWexpqtA7|Z$5Z&EtZSLoO6vi{=ek&T*11Y=CYo(9e-P=E2Wxf7$Uzm zz_ToR?fDU=d@xR>@uQtx>p*w1!O(c6+c0yC%XySK7BMl4kh-^nY{t66W@gH(tXq8{ z8f$Wz9)bt}OVJH68~Cgbi^o0v@nZVPsi}T5o3CqUwjYH-`5RUdjRT*ZsfxN5qXU>Z z<79@CEs0VOdwHuavc&Lm|Ghc_@b^d`LtaG|H2L@kPiVMmI^N2lJ8vc*@%LwsFf#T-W4#2^r;5WEX1&PDx@0Xv$8UXjUXDPMM&@iCpX%I<4?H z60D4kYqFFZMeV$|?1;;0s+$~ChEt*Xv&{2g_A(+(6*d+jNEI;HN$IFQRaqZL(ji5e z168M=sws@lHe>&Kb6i04!KYX z3z#hD6nP%+>}j$li#1eQZg$@-T7e{e2%_H{KF88?4agITMyCSl=}21F&*xCq2gp*sf6OPg~hI<9YTB|t~a#wRT8h(uOK zXVf$;fZJ8+`nwYg%>#<%%*Ez*vQ$TBStWHvqy(`I>UW%Y=cm4+C8-{$xI=kpUHHqe zG5Gv3^}J{uYwq>zWFmmU<-8yYahkPsXJO37KnW9NYE=A@D~@Db`CWgfrM>#d8*S2@ zB5gsq{6{7w$%_b<_4v^?)vi33H8r}!x)<$H-LCUZ>EKOQ^is@Fb>JD2*T1Dj|NFs( z7f=d^xtdQ;K&?g}fCM(d@K<5KE$zDYncU$Bz}V;oJf_=^A0C>5AMP77w3kwT_>))Gp z*S`%-r;Fk-b*4*otW)5-@I%1aQioI}v2jot2Q`p)B~%znQRWPVPB;NYP5R!}Ye%0S zER>XDI>mCCfmK$E>TkU7PC^!4l8}6T%3x2a_A3Y%eBB=*r!Y30p;^pnB<`;-zj*<3>u#nB#(&w`>P2y)w>ao$v% zD%Mde+=9&p2BOB2Z}~VsyCt>$$J*a^YEz6Hnewy4iRUG2=4*&ef7N_`94CO;fMiX{z=|kf}GjyV7IBN*iv4iPIcGB76w`(y2b8;`hZb^hr*z}|z z-tA3ZyFNC0vvPPzp*fZwx5@JQ;CjX3isPWsUk72(4=Vy)@3gVv1!+TpbbYZ{El}hs zFoOC9n!}AjWA1K6uwujxN*4aJjymdTkg!m8o@r8@9|;XPP`RAD%@x}I){0Vv$|vn>{E z0#&>Ihs)pNTbTkF&l8DticaHB=nQB#q7`Ug29pbCQJieMW%WNdOzOP2U52jG&z;}y zrIwNS_*+UX)2x;6N1rL*RlOUD9BZk@v?5k-#Zeh*wjsd9<_=)w3{&i&hw)VxE5vec z9S7>ZeLU-rvO)K1V&no+0 zrybuRq>Z^q|8!(5T58aBF_swyYIlJoh_bZhrhupBV)fvl*!<^Yk(z>Xu{tRP{hpS5 zDiRji^VI4!n=bWZ#S1G2)TiWV3vAzEcITTw6$^Iaf~{tbBsPt#o>WUqOT%M{R^y>b z?+bQvp9U%vgqcbF*n8}(ZvUi5=+BZ@-lMrIMih`H zRoQ@PLxZfcrstYVoax$$Pl-~!O*%K{)?<-$UA|_1=rD-MQuT$VybBrkctB~K#>*Lf zD@Di8E7ETA*&3B0t_3VVviEAu?*RWBMIbUcoj>=(>Z^F>e;^I&cwz0RH`?02MMUVf z?3L+to;^$#YZwBV_1c!xJine*bj?Jgv$d^_O$4Z^+GRvHDG~xw9UiTEJHzJtwXbyJ z%mOs{Sz?1ykeas!D^&Ti*||BRoi6$wNU>7)?5r9lttJFAp3Yqz(Ax-Wqj^~_7g;m5 z)}4hVm46gLyg#{Fq!3`(r17YhyHQk7>HocOfi3Sd41GpmT;+ACci}g6S)WGu!&fAd zjPzmS*8X4uh_H($l--8QKq98x%z5Yp5S9O&o1Thvfh(F<&)e6lZ0j7hw2eN5Q`eOw z-)5Vrk1Rtr^Trctu;mr(5)+=?Gd3>UhjO1Eziu?$gmzmlENfPj`|u(oRD3V?#LHGJ z|Mw~tujk@bUoM`o@MF>!1z{blzt6}F|xWKX#`I zH=|^D#{9+rKL>oRrJnBc zek77RLpC0(>Rc>#i)(mcL<1pml#NX=`qe1#o)H*Dp3NO~NwkC%4x)wkzx(O1hGs(Q zR|GXP#NKx~O{M6%TFuFMT1n1SjDN_6W9$I1t4C=<07=r`#rIsy&&X`E;+&fp48+uP z(Zt7V=WOfIm_8B0sFCzENux2UuBJCgl-oNL-%G3eT&y#n3C60GsxYDsYasGE+qW7| z1mGcZ#Adr|o9T(`{j81@`$fMjdJs*smM2tEI<3R-)dBs>!|#@Kq0|~o3+h|j)W7a7 z2`^!PQ?T+Iv)d63aG{ToL<|fC z!*6OCD#lfei)6EOUXOpm-`HzWs+#CEfzjKNAbtNjLs)8a8o=8~@f8<-ul-QwK6(V* zxmJId&##L*GgFhK%A4Z~KK^d7b9+F^o(YR3crHIu@J5=MGHX14_~!;4?M2P+go0A{twNn>3_LwZ!oRyt#>Syqz*#$8!|>ShkDo5!S(1_w2@T|JKZ(N_ zANB;IlXm-$|Gl66x8E!fKq&mf-r|rdi;Ig3H#Wq#VPQE~+ibq-ETYR>hhFo~eNWLp zr7_1)tBq?4AZ**e01B+h^~Qz-?f2_EdAF?t`#Nt5$ zszF9b&dTZ)|GL$H0INY?A%O9ot8LAHJYM1G09XzG(YYo6_nQWQf#1+VqZLKG0H^`b zs-s~^ja-xV8Nzm*7Bx;XYqx<8)F1(|=)KdUy-nb8kcC{m*Kvu{nh?S2fPVapX*gev#kW@f-Gofh!r z5fKsSfURlVv;BF}O7z}vSV+zJms>+3=ls0*81(h#P6AvufVfC$DV2Ik*~lBEmm_FH zzw~XyQRSGYPWUex6K{NVjO*fjFYLxbM@Ha4mpV~`X3=;+-nmhHUg{&CeWY%ve0S|!OxD~gXon*LQY4|wCUInm1=uV7{zN(y$adhUM*au_} zzsPSrNV2{+Cg1Ut^M`F++$2rdaS-+_VEQ3X$J6&X(7a2=#q4*vNeS=N|7L&ZIr=Po zL3$sk&opdX7AbYkSYxV!JQR-4Z}WD=uV&Hry{F6G)C*7BEIn^F4R z?nkgYsUC#(YYTMV>n9h_v+c7ciBi#tFy>*WuGuAZ14s|DcHXiCmvX%i24~ZuVen(q z(e(-&&~YAUQf%+!!9@e5?L$nxP(j?GXA67&r_lRU=13TYgg$eb*a(37ycI>_yyTSD zYN5%~-3KbH0R?6*00aK02?%PI+*3emtp8%KvYrLtiFnSkh9Yb&m4TPGKbA-3v<3zW zo>!k=GHTb0tPo$5cMOlQ^e$g69QO@tqFoD_(Ic%B+^*5n_)SqA5I+!|sJB((y<2Cj zXo{U}F(e>&$2C>Y_o>QPps3t(PI@f$MsSu4CjW2Z`v3jS3KXGk;spC-o}2(Hjao&P zi;K%f)x1`%ze|@(9TH$ti?C$dC{ybSTj4iPRHWwKJ>LdWaJ7?5rJZw^6L)QcH--fi zI+G_Uz1OAiKK85KrD20Pm%9?H9@png15}Z#adOVvAL|kw@z}8PKV<>99~l-wFx*I} zy6ksnD!((ML5}Cj9d^x1$o^ekdi`+lh~d!f?7@nwJKOdPkw(0oA3K4!IXbVVMuk)D zD;SF>y4!`n3ZMrs?I@}fn%%#Ex|EsvCe4n+!OCUFq^q9kh#+wG22bSL;rz0fL`jv>{rn;@KZRvUl^a zc6Ve<*4legkyZy_Z|Szg&(Cjnb*v{QHQbaF*xK5f#8WJfm(L5n7U?J{`#orhi93c? z7V7Q4ef##1O?BuDHi`AXAYX8#YiHNh-5r0cuQ_;P6XH(n=kGtUh_(HG2}n53aj4CI zclGuT0&rpIl21eU5K*;XJsZIX=E*AV%iP*ng1D02L8M2MN(qE><`T-FfD_|7<>PUz z?T8X&-?-a&xH&v70!seXS{+4=nolH%($HBZgZrdBTed(WikZehM$*Ncsf;rI4PTiS z)0~zhtJIIAWBkNdox-L=us3&i@?$LB#JbWh`*GRR1zh6S<6qPYx$U&;rOQw!@j8C8 zKO;$=rMvap6u&y)5J<*(8T$?HVB#5!G0I`+9D8Gv^#Z*JlW;TON=OV!6LJkh@!4p# zZ!e+~G`?sbh5np(w0&`FsAP%whSnLsWlv`y>F*h^37dIhZMk5B6S7#}#wa z4SFq6N#V+Ss}&waFWLia_sWxXL_aYS!3+_56y6lpc2QkZaXDTqxAVy6XIim<*F@|3 zvQ>T3;VomCl$d=&eNl>>(Ww4Jq-^pMdMiOzOQ$myROMp)yK=YXt0%a3Z%#O&IJr&{ zHl1~cBL6IHc8NgT_!${xI}Ye{NS&HmlS?_Iid8;OmPoC^A>V2`T>wF?)+$-`g*QY{ zJdu;W3b3Cn&;zJmbbWU^Y6xV_6(GJ3BJO|ycc5UA0^Mn0L2@Vi{R8W=2Z^+_w7N&T zr(7dK$5^6u3#Iq{dED8-yh<(qO)aq0eFa~@V}b&5XhM(BfwtCsxfBJ)b8&!Q(EYRRy|VR2bU{ea-dCn@niqP3olnXL9UB!WL znUW+X5st1iHQ7y4$NzZTdYaPLCUQcZE-%#2QQzu-mz_9Dr-TAOIt@w%?mLOs0zNfF zt+9Z!BJlsnrE*h-Czt-93p*MnfO9!4X*G}D*nx5$0*SQt&d`qTYuoXh# zeC@o?pktcb^I1%EN?!n0K%JG%@3_KyWnqHj9Q*M6e+aJ`r&tFzMLLmlyhSQ@1Km5z z8O{3D3P({qiDaK?tYpr3D1UyLXUOC&`^;21+vg2O;kLm7XXO!RoezO3F4u?5D1(5T zHv;IsWlqN)(X-qzJ+X(${LAj|BI)E)l$H~L0HZpyph*mu1lJ02C7)1|Kf#S#i~tk9mmgv zMHP_JfA(TrgZ+f?3b2LL-rftMHE&Sd3B3^9p8uKD^hF5qaZHp#C5xxi;fd#Rt+1+h zJvD-qUv_oneLUrMH}mb9nVH$8fYc#_%F7+|K)&@~zbHg!FIIyHkmc)|uhzZ-9y9-^ zOA1qAH>ka$gjiiMZ6KZ0*MLHRyA&b-Qs8(F$AUL6?%%%&cnuQGwuTe;Xaq?R5D;iK zR=R*p>K$FvvELbpp96@LVGDUlH9)W*LCf^Bpb+=BPtu`G%)YN#H6QxUCa1P6Xg!DcQpiqe8>Y5gADiXDB0&J0~B9e=9zki5qoO`c_>) zi>w{idUkGGDPhoGLP+{H3o#%N+q3Xj+$=hyaG~EN;9Cb$2W%O%K2zZ;g%V`(xHsyX za@Wdu)u$;acurROrJ!xyYDN*;sSdZ67ns|tBT1>!t)1%7nehY9MMK4HRF9h{1zYQb zY_MCow&Yhilb|`8s2CF<%-}y>TNqFN7Hy}{;O#2e8j+d-ixbSL%O;au>9-CShPYt; z@$&a?x4my}51$KUq+xg~0aIQg^t3L85U=U%9EsanKZKSFA1eg`T3?^$JKX}8OC%ck zD?An*>*JXYH3Cx6;a?g`jiEKEh%@)^tr3MkX`K#22--Ld%m!X%MHCAY-PeU)D#TBI zwr2GBs4`c1n({Z$3H+MyzZW1-eYB{P) zi9`tauA9Ap{4SQhAX$LRgCvK`?f^QU09794UxIWx=QNc!%cmSVh3RWNhiPY&~xdu z47lHWM-*P1SH&O z%n5AT2qEsqE1crfAbE>X0<)JnYzJ9Hk7=0MJnO0J-_ zlh5Wo6_c2#+Of&w(wY#cH;_D+W*9-vfFE~r%+u-eASms)P&eSmsboed*`oz@SITtd z-AT&3V&~(yQ2bE(-t`aPT3GZpU9s!0ilj9H_q=o2t-sXI@9f#2w70KiZ9PgZc9>)c zAvE;`!VoL6d;jnrlGj0!m4@v~T_Up;Ajm@_;ZAB6_f~4j6MIizQhdj$+Gx1a_x|Jb zo|0h$MrzxT_Gijq)))cA50hZuo$aKK%$e!wq> zbsT1xl_tSMs_i;(x{C&d0B=Ubzv9E^kJzB6UU;Mwm6t7Jbmb#aQ02ygXxKF-SDIA# zCbJ#`me2%y=T`*BVQNSc7oCT95SN0w3{3ur#Y;DR?OASe{X;d+<>He(#f2{X(dq;{ zch`nZmE}$7glFT)L@QS1A>;*#X7P)PckgqaFD78d46pB@XzB+OJTy=(^6;jZs`FR% zADp&1W1~_BOU3#gp?meBi$r=^pH&)mvkN3X-Z<;B>m2^E1+>kdukFH1209EYfT&Fs zx7B8~LtU2trV5C|_o9tJde20LY|lj?32>itkArL?Y%Z6wdZaFVV4wMHUfTN5&{htk zw+)O@KP-U|gbtE#?sT$}BFxuiy4=z%{S1K!nUE@lCY}_XchuBl zzBTN4Qge>{=ixaIwFvQNbj7PH{nR5lQ_Ckd(vPpK)$4tvLpL+=n1aQrl5t=OCgJka z#uKpRScYBwINs7kx1HtKVW|cRw4Bl9(Uh(lGJk01jYBatogi%E$_^kOq*!se-E7!& z9rRq!z9^TFyQzxAKt-@ITR}U?`WP~)YEureU1APK98%XpIm0bTh~C4?A!f|rQVC(f zz8QR<#K?B(Fzi>M`5B6TVAc0^LCVyw=gbDl=2>3SR$7O|ZBhU|tzgD#viP8LE8KvN znG~Baq0}NTHb`X`RYABMd{RFci=^4 zSa&b07=lT`C=S2G7_;Z~>`AjutN+ke`{~~%(f7@^4`_!W2`s??ryPL5$H1C4XoqPt z9S|6}o4_F&X>{l6may>TSIC(aBAX}S&$FXt9Wc3OD>SE1Kf_}K@d?wG$51n&;o;$! zp0acZs3}159bam{-A?55Qc{%kBGJw>4YjwrPta6$iFpDkV;T{*nZ~0W&8qzRfBmyCPsqmYN1}6~-4V=3-X*FU- zP$I|~bwT|~j2127LyCU$NxoAXTHWL7uj#gmwK~}+hj-G<&ePzB!8q&KP(C!bG58Y%O*f}lR*LNk*CxD&^L&MpfQ?Ln3ADN;hVi7v{)>D>dpq-Uh+K&i@wDc;B?tp zJ;rDjsmxGA4Rx>x?xf=WZg>UTv)egmsCiaXCmyOyR;(S~Xm?a3=jb3C*Nqq~k~h3o zEZ>3c>)4*{heI;^X?0)is`u4r8F6M-G===>m0x8cik<3ut_+sTHfu$)#D0bz+1hid z^7#cTMLxgiE9|jn({``+QSvT# zl%#Q)3s%5bX%G4QdjuwWx$1B~!^7aR?$(fHA>7Q35({eEf@66K1NZOy&g=9*b~*Alc5M?D_ZtgRDC|E#@RWKflYM&wIb% z5N1oc$@}<*PY&~;A|HmNU`qyQZmU#KUt|R&Hq!8=q&i7{ zrZseo^P?qm9-YqAt2kH9gZ)IFVBVprU@vgy)l^r~?Y~z#%3i!Z4jA>d+@Bw+z9^x_ zUe8O>bwv`FxW01Ek0Mh}e_Zx{EN&e=YC1(lJwlvpx&F9F$}i_ma*-cx|DCmqda%mA zuH`YQA3I=g4^;RoJ$2TJttP&)fxRsP9sqo$M`N;lDmz`Lkf^4H+~GL0+F#2k>%4g4JBd zYT?4bg3%VLl!^oIXcyQGg6TYe-qqb*0!Y@fO~%gX7HE#(#z28F zDTDbmb${ye83XRjYP7GaKb!ql2$RK6S)j48EiW&REY_$+9?t@U;zkk`gG<8y znc2m3Iqw4$WdZC9*d#d7lK>9NylOpI?SgPMC+P?dWV$aWYdB$_dkY%}W6A`Rx84E& zOsi&(#3iYK`Io{>%HsHNyYhYDukubpj-wHO3zj42wtncbbcsx2Xcgoh?i@{alb{uIc8xh zF`k(Drz0dyeY{0oFBaYrQuFt;$}S}l9|FM@M<`K1KS-?0DWri5!z$^{Z*>9ECc!CM zBuqqlpsY6CAU-rcPO$SEu*LtlSm9FxanR$l6) zzIqibK84V$bn8ZDTPmbKr~Y!n#TE649~H897aEY|zT>!qpv3sZyq!)vb`$ zJ-2a$_+Gr)HFc)u`8k8>ZQ3PoW@T7fRdkvZ3#ef6SRc|)i(8E-+YiT4u*q&uhLM|O zc+ZOX0iEhS`~n{7lsaP=3_sMl3UH6-2E;e1qx*j))#nSSC<4x-uuYHEKwG)Bh-Ms; zN}pR&_>vr^v1jJ6)gk-Tx9h2u_qUgW08Xy9F?6M=y#>>@hf2~^!-NCcfo6p!!J**+ z`=%3Wy(!x2K{N($P{ABGx=1^o)$7T3ySIu+u3}T2zE_`?p`b@!@A+KC+8)-WoM3Nm zxVA~buTHJ_*;2!dqK9Scp5ym8zgs_jWc5ObJzf2?7LMyF?4bwDE!`*wD=})05pW(& zWE(O|0f)`O%F7O&9-ps>P;!0h8%|c!JuWXtwa{c@VhQ$}x3g1$ZzUW`?Jnb#rqfS_rrPgyF$^2q97*hS=lRR(Y|)Ou1opzVP6r(M`2E8p5HKUCcuN7&v(&T(|r z501G`5#%%5m;Y(Q|HupbU@tQAh$ddLkxKYPg}+&@Rw!MJPWeavz+rE5#5ju3LL^VI z&=fS)umX>k0<7tPumcqdz7j{lV;tXb0ZFFwZxvAs z9uU&lV{|_<@#LprOG6H_+3-^{<3(;qR@n$Dv&w=OesfHD&3PHM{zdnv!5)hB0Yk4?ZBbWOmqYKRoeghqL!2ut0>ZMyrNu27DXADpRjE1n zNoWo&XG>|v&P22)T;G%sZO0hL{jj*zpI^ISA-mt|uCVl%GXf#@bx0%3iMGKeCk`Z@ zN#x6CcLDJQ7dQ7N2%?J~%M_8w6b^k$O)bgcd`JzjESbxh94TCE4u`zEtM%|%+V`}y z(!j6!mWyk_Y#!tiC-iz9HD4Z@FuMLW$k%GDvGNBnhxw67)Z*uGo*Pjrl@e-v4u`&y z9WAZpX7^f<4kfU^zYiI=8Vc!uiWywSBf47c(wj0lrBeU2-AsuTq~bT(o%=d&u)vdl zKJv!(BM2YgzSTvt^wmQGSifmLAS4M7KAy zjn1XOyU`CqWwJpfFT~s7>z)m0c}R3jd2KD0wY4=Qu5<$gzeWQPyB`RdvH)JAjyQna z4<4hQDbUhHpAf{@5)^9k1v(x#>}{qr;OQT_@5T0+Gs^U*@~~z}bP_{!jj$qb2MTxb zx}p$B#a(_5R`J9XNpE}DB)ui${V7dc_+ne^@0VU7vaN~%^SQfB1F;Yj@JY; z5Z6D*=@grJDxCz%QcbpH8&KG}C=~M|TtnISzZDt*{cH>{%k1!=_q=u%dGc!j%dx3& zq?b-;aK*J2pC*V-@Jm#4Xc4Z4Ob@q;^utYEB*?p()(7E6ZYq~o_kJJs~1Tz*X#Cn^>= z%#-RChZYwXtEsZP{?3|eJeaK%0kZijHW(FYWz(?)W^*!#%=Jw!NYLB~cnc^7TPK$0 zfLb?_uTgbq^2vs=1J9(a7wU*Wl6URyIB?cQWQv4C+$$TH7Wml2WMsmqcx-8<#&yw$ z=$EbFls|OdhqPUBIv>6a))Cb*7WD9F!YnIVoG>}nu~x8N!l=`ZfPQ8=SR@48eGmp0 z92YgmsDS@xVpL=d>i^D*$}L@n-5xMsPWkq;>*YaB{qscX2O^~3{Nca9&3sVVTPn(H zK`SwS1+paGN*9w*bEu7untXN52z&NAEk~*c5=c_nj?)fhg_G2&lgAOncR;YNY2@hs zqjr>)oRot{sT4t)m;~dS)j-L_s@t3I{~?clWtB)bF)IIXu3CZ>%t9%Od9v+hSiwx_ zj1|aP9GwK3>@vLfRZ}_3Ubn?1+5WfGS`CW17XG3JG%IHDpzkaR#A5?uG|zm*V!lQS z=rfIrukp7*jE18-VH)2{x2<^NEWqRVOsSU67 zdJ7kb^2a}-^!VuaPfaO(<@mk~M*Qk1r1|LRm)8fi%ULcbYi?YF;ozzkPv!AE<4W$9=|79Fbp!=&yBrSbd#p}wTR;SvX;snk)=`St~vT!828f2Txc?KT8JQlj|H z%JlHXB?iq7)thz-VPkTrgmAhrbx7TSN_ZkHis+!(pr>bW4gWRCa6ug~^@vvfP-qPK zN)3dv`@hv@h*zbtTYeQ?QMTuZk+RM@aY=@=-=3Svmw(TsRy=ngZ2CztWdvawRca&7 z%v`q_Z5`j=3!1srs~R?}$_5Wz)9|4Hy&om1eGS|%r$UjbNEgz95KRx|FLj$(b>5nI z76vCP3G&6!m3+}|%2OBlnbUF=Y0V$)#d9u7-pWiK|IoK!!y_JLK8fz9Q=0VTz3!GF z{-|Iu{JlZGI$#3d9>T(EHoYkw^{&~;}Tep)4^{<95#k$I?Vtt7_Q@euf%h;0s}FWIvr4}RR}IDE;6#j07#BT zoa^!KbUaJ!g|7{)uMzOVI9D-Cx4HU9TLR<1I^erQY$@jtfVGGQz(fs?!Ouxxz0IeK z#+W@rMu4>3&y58Xxc+QwhFOL6o#R!-I=ls{U_`+@(73*L!&MjNV4t_?Zw^3^Fib5% z14s{h+yq<_OCAzzxiKK@)w}p%CU0F=KVek~m;&*?Te7gosN_kwjP`c_i%r!=8ylG0F@D6VAfVuw3QBr2}yv`&gRnK zsLH|QAq=6uSr^Zdzz6CVyB@**>C3%A<7TSf~?>gmJ( ziGeaX*G5mn8}G_W9yn*H^j6xL%L}e!n-fpPCO3>#p9w#jj8!5rGp`+Lt6y@%%QEvf zVJ>%fb!~POgNo{kPJ~`HamgLuIh@Mp*V|ETwP~=&M$@)ZlT48(M*n!&wyXZ6r@7yf_0cX2`75bgUM5;FO2z_fs2aPw%fQ3W3DO;Pu=EPhUa zb~qf&O;vn$B`ArjU2>Bk93c#Rik(p_JdEe5y9wjyLfA&QBCA$o5g((xBa_VQt=;nY z;7;@HwMrlwLCGQ;VA2?*#X#(Z!!yF6eEaQ@n>&y|eC7lKyP(N2lIVY#v&Gd|%x07d zH0@00M>*}SbOA40wh#@Q2Q|$4>RbTQiz<@d-#A_LNxk3eW{gukjar^wqTz{tU-y3v z;l)N?jIBN0x-@W%atRtTM7_3z-RY7>==z>}ShPE#sQeLa{A_IsF}Qi?Ast_9wbhSzAx1*QWpB%}k^A z$XgGRc?Ug|N7NG0M$~c={Pj%_Yxri}s1+?NfA=9QzB8B(-Tos2{?9J?4Ii{~3w;fP zSm%i^4o&^DELi_e*m9802LZLFh%jEfFa&NG_3u8qe!O)G=%Pwaz(-bi9}*SLeevA` zcn)sLoR605e*GX?|2B016e{P}>eXiPr6l+`3w+Z_LM8#xHo+SP3dzqWPa)A;m<5E& z{6Bs90wzt{+uP@wVN@awb+xc33Z#-blyc4Aft`Y(LNnTPat;plTn&Mnsth41W{pFW zt0yUWK<7;4iM>0fDy$|GC9Cp-v=vkRA|+JT^p{mFg?bxp@@wCBvCMIA6lh;}Rrk$1 z>YjbB3a{kPxpigBbxv*L_CJ=(pR4%#JwS1X_qNIjeoFj>D#MpFFGc&jIGEZWKLeF^M@z(#CNB#d03p=-1ynJ6i1E ze>h03E+|3WJ#M?7+^HlHeCEOa*(5xt5#{mA@n-ua!iE4kVB%*G9x47 z>|DbX6GeZ%P=yW~WD+>VwZ%X`?_$W2O3axkm;wq$>PHBTmYDt^DLG_G4yQ>E=KolM zU-y7MRe!&{p8;}r8u~#rKOq>VbSyxp+>Zh{OkKdD zLrO@-SxRE$+N`l+pR&m)@X1_E0Wb(+jkvNFIYB@683TwxUbHx5f1c0 zJ{Cyd&DyfUkn~U*#vWucw`n;`u$7m^MYt6cH(<+_|E6XilC~B4eDJZUK%wH9iI#XO z@>iDZhOdAIYDS(NWE}VmJ@#=uaz3Lwb!nBOS{2+u3mHwpATPX z0*ywENqQETGaG2|C;=A0_?4dx=>!J#B_fN>-Ot%s(@SJc8n&PtPOzB8LgrHXc$&dsfYNP&uq`g=W`_Y3fFIt{l;`MdKmnf*xfO<`j6<3_pS2l$m-qC?e^lh&o6uZ94ixE4Ud zut~RIdzk_EnPh-+BKvtj4Oaz!y@2#hugM8)Mt3PfDT*fbzlqE0UrXk<6GD197&J4U zF~mc990GWjj5T!(N7?_%0#MjkJ9iNiYbKSVdKK{x@$z2D+4R&92~jFSCprQ;-LU^h z!rHEhorF+t?!be6q?;xpFT$uuf08BCT(-SDl6Vh6S1uqkvM<+n76n&0-OYWdXJ2J? zzY3N*6vrzlSYWd%;6a6b5&Qu%jssQJnu#$92sItksQdKes7xmskBxv5O56hb@q?@V z96J_*#_%&q5c`mwiIF-2-z|<5LtGr3m>i0r$*9?~-Sbic+>Ep4SdKh(x~(Bg|8M5>w9lvN3gyg5`^@ z^S+j?qOed`UqV zpRP)aQSH%x92o_JL^+kx2PH&=#&B@WUd5Uq+k_e9btiVD03bt6uNi?z}sXG%OR!k`frnFi@ zCKZSwS93MeavtNr@`HmT?V*Lpv$9dRgA<`>W;4Bb!M!m!*hEki* zGQj|g?Ul{mMqWanp_lU9!6+L>)Wua=PBh9VClL4~guHdyYs5u+R~ZuJe01Xbt!9q{ zXK&5v+R?6x_BjYc`}YTN<>zz67&5%A`+_;a;?6UBrtqQwwuVRfYz7^3(!x>YIvYI& z=3(E!g5a>XU1J__$N>*+r4baBwoHL+4WkddMQ7#%PxqJJYF(x2>R(MhQ?3z&YFw&T zdMEcb^;4-@rv3aRjb6cAKikUyrhRsvbt4`E-!_%zIrVi8HMFj<6^tamC(ww5KL6&Q z2pDLQmm3>xj`3@3Scp`T4NXjg(&mZ-Dp@A?xYaNB-1VfEwIzE)5($i*pMI$@n)-TM zfCtBB7CHU66{sz0zHgG(ozUa=kb9%zMfC4}!9R~3%b>GmOq)HzzD}Wchb}qp5grMq zFP>pwbW5~;H(g^T*0@zAZb~y!1xh0NaqsDotqbC4ERr>%t0m@RF8N1CEA@+)YX?0w z%0IyUzH!uj)0`oFVHHyO{NG=*;5@Je!Xny*rPF=Y5c;>5^*^V|*E^Q)u;}<kl^fGnIMFkm2XY<^#E0X1#zw+FQcRTI*cAW#bLkK1c56I|KG2U|6068U$N;%oVFtnsA_61crife7A^OK>RU_R zH!MZk&2ukxDXRvgBN+8MV8LwugWo?1M8w@Z$ptumFAVL!$R>nrwfz{jgTFfz;I;@n4}7@%Tot6Uqzs?$qBf?M=H`5Fo-#M-W2)yx zeEu^v5N%@#=8)+OAry^DqtJY}t)|nFN-z{&--?QhR{&eVtV;b`GBR}#V{`z#Ikgz1 z;#c~hz)wO#RJ05*HFF`@j20lQh)2|Pv7wsR8%V)w%%-Rwy#`}xYCxsHAZUpLeFU?_ z#Kd<_++WqxfoHCZx0WTvrUS`ognj#JTMF2D67_+I*9#Rt(;XzhhAiFCgVM)D2E#8q z-vK|M4no5Gv`kAO6Uic8#|hDrUxP+UhDFY-FK%Tb!ldVV~^U~ zV(#r>D6lJJ++Ake>i*js-@ndETR90h0pwgRCNm|;JKLeGOYh;HB4fPVponk*;KBrV zaR=rnZpeN*pLE^_3g*tXogZ0`Y0_=q4~4c22*Vb=l|?hm?||WgXGOLw!|c^3zEu)L zjVdW3`Btxc$@byQaGqTO6r~OmYMqva)WX{zn(bW3wtnf;Mi6ue&0HI}m#UQQI8;u} zex#e;(^!bIDA zCT|XABk$6I7!etOavH#7u z0p9M-y%|a_AGHT;J0_HL9rDqi?~rUPu&An$QL_ht;~KM8ew{IGbTcNao9<{hX(y%E z2e?g-b8&R4XgZyxTBeC|$KA7sQYq%GXq4=*71L$Le#A)- zDIQ@0jvZrAGkbF6uR~8y|6pm83}iTV#m72?ON!&J{UaF*JG>k3*VfUNJIyHaINoBJoul=niUcRiVh9wn6Swbj{SI zvSA0|4W2GJ#`0y^EDkrce(5$+O7dpdFkp!+1$5H?*UClp3y z?w5|93x$>+!e0^^;q{(S-6oKr^v4w2&Z|Ha;$heO%-eZXz5id(L$ELVi~Ldc$M zrBI2o4B3_482ipp3YD!AvWINL7-D8Hm?V34W|*;M-^P+1$lE!S+&2LeL_9%Vf;H&0VD zg0N^e)r&pB?AQA*>nt{1t<)R;k_lG-4SkZbxd!Mn>|GjIGP`H0cvEvg#0tKdfRFh8 zH`^`X-CAvS?ht|u7QCGXW^By(C|Er_Pb@rs=t{UuVB%-#`w(e_a_=@+SqB3%`KShz zF=q-aGT8FYo9$rf4CU~-@MnRSA>2+#p>T2VieINp^&@oF7Z~W}m}QHuEYS=xR86ni zB8XG&p}hq=a=fPUCO4GpyNN~UR~7QzinD1ppf`=fckS)}GF$xX;M1!5c97U|oPg<} zi`6`~)-Si$2?FPF-=QdINmbL$B^Wbzav)G=KnyG>T&1*D{1Hp|p$Ccn&WDyZDERzb zYw?Gp<0$BFAH!>EXzajAC97KXx__o!z0R(F3^H~k;VS!WZ!5oHk4UbY{gygU-z{q- z++ml*xQ%7-UN5A7n$iE9o%QXaBR&t24UR$@1!3ExiflYp9G~Oku@T&E!KUA>DlRSE zJ642YyYn^h@K6|J{eI8cfxqvHeS<+3H6i;RU8wp5QJ| zraANEea`lt?+uCh6itI9XWMXpv~{>zpa*$-DDi^eO)JPPL~pChoJkb7$Oi(iM7d2E z;=D@S_v8zwrS*K?E#JXt-JD8EUys|UPK*3EH)QBk%loreg0SC){>_68?q2foGbV-i z>}AS0|J@*R>#P)jIxBeU4cHl+YDKJARYTK*-$EfhXe@9P4Fdk_sCjaAq|L_0! z0WFGP@<}VVz5H)3@c;c%{~RR$?@ED@`~N;u|KC1+FYqcYtV(Qg^U7`z=}Gr`)cA1d z2?Z_QP^_OUpgzU}+X09Dll2P4h;*eti$CCMGNtF!fg|NKT7eRQH3; zQ!b#`8DJxHaax;H)!EX(P3NGwtVoyb)n5eQib$1p(w8v56l8E>*A5L=_Dx5QeQmd7 z`dv^e3P^U*xnVzQPaCJA<(+zX+mjUHEC%z^R7TMyJQAP0PS1YRD_UB=FW}W7pVv$&`xkbf|+_>+3!FfHk8cZj+XffZ`Z@oQn$gl?(qm`~K$(_Kd(9kde?g<#c>GGf}p$II2+gu(Y>ng9^B?HL#H0$c$y){4ws#w7@N4r?4 zv?1l?OE06(pp}iG)H-D1<%@AmM+^>$$6l)el<9|(-*(@_#C@AT?-=DiJf}ovQ^#3U z{ah6hpsYRB_T0#GTYA!XJ}N@G@6ZmFeuesd)ltmwEQ)iv=Vu1k`jH@Ma$O76Zu>uf z>;Iadn(J;Qih6E*LUeZ*m{)x*FNX6eljOyJGGu=J?Ck9pCPgBc1aaH6;0ya4l#d-*IO6ghxPNQ4LB46u`@dy+sU+>;kH1Lh3$# z{OC=SrhTS$_^Txg@}0`Got$YN%0??mTX1R4-gSF;9WC3JB6T{F@Gg1r5Emy>P=+MP zhZCn$lh@M5%SD}es}~tn&r&a4%(e2G2cHc%O?D*HH0{!gE;@c8=>dm_tXAsHOU3^0 zgX^TPG*Z;MyN9(2;lrD0r}$ilRswGtQ<0_iLlLhk3OB~|9-sa~8!Urj@xm%%`?BB% zUPK=3VZch#MBsDRhW)ycBfG(s5ZC&bTm(;bzm!(J>!SP2YU6z~_Y zwrHCH&IHMlZ4b7CN4_R%+3L;hO29(*MGGAnoi<2+)2yVRUbP3$VkmM9NHl1stIzG2OXbA1` z%eL5>xE8eD4B48R)kY4eoT67tDc}{mbVF_5j>uncBdIA5g`}TKmDjR&3rRt@>eev1 zXk%Prlw7w&T)^d_qA}F!)7}lcHTl40`%n^}D>CJ1#5HN;qdsbO3QY%6>>g6|1o3XV z3mfWQ6%h1wMA|wd6E_>Qu0sv&S(ibQ1-$6A1gSSp>+_^pHKh^zO6Zu3f7U!hR(A2@ zB{Rx#zH3fDO{zLF7|)VxnKXW8veo`i^_Nrbp@Ut$?)A|Rxb-a#eAsQ^Qv1T7;+Z-~ zAetgLxb-uGf46#jRh~UR09p95JXqG?=6CLm8ZrEwQ?m~+wvykP&;aW^YQX8uRpqe0}hH70G^{Op`E~^O?Obi&3Ho$808^O zC-|as;RG4nw=0`q&G~(D;#x=SkB|LLwN3e;2br*vQhHVbeLK#humobVkTQ4|4{Mtc z4>8+_NN22bSV^vDT11ui55n#jn)zMKuRh!C298R(!qka)eXAYUD&}xa*Q@??oc>-w zrp}XDEL}M$o~i86D9_xDeX}s!M&b z9;Q=se!nyJY-#4LL}H6a=n}PoO>~Cw*$tHcTt`F5V52?C|M=D-B;o4L`YaZ70}Q&I z5H$?B^79u@Nc2KuL`sI2al zJo%>*1*@4at(OsQ86dCwt^ry#7#({JSjs7xRtXA$!ozVhSIuu!Frr4G zM|86umB2p*UFLhd<1B(U?4#yqtw07;k~!f?w>2Kw)6kS8H5<70SL;x6^(8u4@C|Nc z_j=Zf^WcxodRHbX>%LRa3RbR!|LVX4KCy8u00-Sza~l3c0)2LrufO!Yj6yPphD+yL z3ISv3IJ)}A(qll9KM6y|HvQBAm;`_hczCCdV9^)Bkmn~}gfLH)oS&=EeD7;AsO)rQ z8Q$la-Om%(hsTq=gJ#rUNoHW z1n~-&l0(f$4@L2ce@(IsY{lN>z!#Xl@&WEi@ait9=wSEjpIEwe;R#JsygTgHr5je_ zjk4VOS3e%-x?;{2Th;d2o5LKFv3;_wr_m@N0fA`Vs|2e0|q9m|NU4*Z<8`HD_H_ z?}OnYC2~ns^41}60i?E9>!qYG7G^xsh=`s*$zOLC$Im!cCfbH1A?}`-t$Fq82!1)1 z@L6yA-gfuq?`bl%nZ63Ir+q#&1EhzogIc93{+!F&M8z~3dncEr42NGBynYc#DbAqY zotkhTk=8>}J1WD`sg!06QB3z}I$fte58TR|M1E!e)n5FM-*(Hwwmv%Bd~s`nyVGXb=#)q`Z* zAl`B01hiD)vHsr%Me2WV?Gi(K za#`*ol=C&W_a!aHj~)4He);nPPt51t9KhK*Q84`z?Z}-EzB??kiNIRKp-s+P9}bk{ ztuWChmr-@VQL~3jvIOsA3r{s1vMXi#_k~-EBoWPX>a(L z!75z^WcX$Xlr_pccd#Aymsqgu?TJH=f7-*jRvpl2v^Qk@1}kF4C?(&dOto7tyf>xejlAFVR)xGv{SS7{FkdHag{6&itrRB0UW59F zbSgHI^o{NI{jpkzT4wc@<9(5=51#^xFd$bUR3pp%BSGvh)0Yk(adim0%hv{<^^_!# zcpy)ZFQkIfeGfTlMte&CcLOfHSr4k&N}^9j4{SFgne_GIAT~s{Oeb z6hm+NeN+0&?7cv>z$U8^eszA~IJ4PVlj$&_7<8)N&cCyeyi2}S*F4hVqP2}th3^gu zxYhi+bAavoZcZrJW%CePbM^TSkjLm45R_{H>t&tT{rh_#LL|oE)O0wQKMA1IRJf(s z4BNR}v#u*FJ;%@f8W7ENh}qYcmAd|go*=EFmP+hiMK;B-Ie=I^IYtA!5C1L z1qFdPg`Q1NYwx(ZFtCnX2IJ{W<{c_ZR0P6PD1Cpuu=<`+VAEe0GzWpTdZ}tQW1V{5 z3wi2G7g(^lLF|*;R9O__$rQ)`1$ArcmYy2WO_rbLlnvpe?A(a6{Ly(uG! zW-A=drbGkL-Js}eM&DFD&b<|N;J)s&XxJzb@HFpIb+_X{-rdy6@4WP@2S}B2t;QTI zc#=sQHtxaH!*Gm^wz^Hy0l!Cx(w&94n2-)(HbpuE^&-9JMumN^2^Hd6=4S6Tf!z(k&-H*N_wbSNc8>dk)eMKKaL@1t7O24QC8DI&86*KQb*!fOC+8ptSP(yLU?7PR|8_n?^03LzDyxhbmpu$!vo#oai?Cy_JaAFWCXSX=<3iUZ&x<-#*gvY@JJ&Ei z%+1I6v1Ea}GMJcPJmL_>Vb!0f!=u(gdsxxOuR$sr;Wu>&{t6K@yV1Ahe$y>z!qwm` zH}-;}#UiHIJjrH%fYCB=@<8~}dXhrq9pr&o_ejy_3j}0PWqz)bSqN11`2;@ zZ~Dgu;V}10pSIlZoJr4r3_kA>VM)=yqSUij7Yp>~ALlssWFJ+&`=XIacZ>B|F&{wS zbQs|2O}u@6fVqhrl#T=ThH!n`&R3kjyvQBN8&CL0u( z$Q8Z~HMx<^fd%BIL3}T)y)*JQlh~vSt?iOf^74?_$2<4@+uFHzMYlWGZvQYi^WavN zcGjT)*m%JJ=Bf6F0VMa+REx$KQt`A;qpaI#?;yeLIFhYzePqYiwaC+G1X6Y_?tZC= zHpWzm$gjgA!S9UElk=>==)O6>BW~mGSrF7pp)ZcCI~99V24!P0v~`6>$^8V67n7Q2 zjm?S#6&@(JoMSVp_Hl}MG-7Qt)3}3iMvHNmwUZ#Fu{zpjs=11;56!9vG^^2Gmn+dW z?6~oK5A-wNj>3dur_E;=@}>q3X8qBsL9^LN#Gqvv|0NNP;BjW=!9uC8M?YCp|6w^t z?CzpDV^rxCuQHyU${WYO|txIpsUy@QM0N}14l?-=VZs4$aSAq zqoAeoOBf%Aw%fw1eK@lxfPv)-{ApF?HC_PO+WEqXxhdbna@J~aw>jWD-=LL_c3{a& zNJn70)g-DW-Mot6n)F!Zy6yX*k`9a)ak*kvxi?B=eAn@(serswt+)xcFST`^dDBp} zS45F(zneRL_K*ppWv45YVFQdMNERgyqQ12t2jO%scE-rj3uNMV=}g)fbLq#aM-?p1 zSfX+~?4|ils&5CVN5!|wkTGMoU2dFzacVKKqHD#;sf_%A-US`uADX*D-pv#ia)qIW z2fHy>mN9}7_im&~0Wj2{xK|oiTV}%(b&bDGnq!KKp8pu9{z|UU=qHIF7BILj7;|N+ zJ+(Qbu6p#ZqmJ5yl?sbiny4FtHsVPeYvJ+rr0Wxk1Eqvds89!_1*BAF9D{?GkMHwG z-k4$g$~`qF0v4k_v7-N^bw?<1a32hm6iz2{8?%&*Ql?N|flUqVo2VWA=Wv zGHPV1Pw8=Xo)&0=cBJSl^U+^g$ln@E?LlU{pC_zmg|ulKX#;I%LM|EB6qQ!*CJgar z{)wp2|11;Srb*i@J4N{=frk70naw(9JOdb@`Q&lxe)9eq85X4rfRR0%wzbJcz=txu zxjrrIiq`_bG9Q+z60|i4%AI=!^SOY11?-=?!E#j0e~M;#LolG^S^NI|G7*Ek?MWG- zoON#oAlR=dDk{RLAfH+cmbvrt@y#C22g7B%i({hGpga6gh-`zp=Z^V2W*h90|_0qEJoYM;xk} zkEtpNyV8hNi6WP+C=pEMIYxpJg!`lE3?=P{o=k~hRZe7(41hj`=qF8CZCPb{9vGK9 z>ZB6ofUV1luG;Fou4Z)}W2%A`-VM4|kdG53g+`uIYgs`$so!dQ(B4+3cwH22Q>#|j zvq#WPKgmlgiorpvjK}K>Ap;~zjBj=L7W-ey;THjuRmpi; z`bS2<%;_TFrc#3fhZ6%0Zd2W63ZZLfwSfx>C~VbZ$MYEDFS&y4x-9%g>{zxyu6z9v zNRaOEozG1o9p+NDW*P5*RlmzJcuj*f&ZzkSxhk(pj=Oj`ghnv}dzWZ4scyw!2n!Ju z8fjONGFZFh03%hDv7mYXA0^<>21ZXuB>g-{DZ+UV9ca(N<09M^E$y%Eob-Im?*0=-1p+ zrB(QG1kJSD$v1{y7*R4tvk(t8)NJywFq*AzS7Nq86pEPByYAIB9&S`;d)uHfwo^FR zSf{9?w zeRd}NEGqWNFZF~QxG%7PpqZ4wt;wG{3Y3`A zv1?-b*HHsV!+zHguXxmB#Dr)_Ma0kfmBAB8uapJXN))tb*F+-SpE(n6}>vcBm)u6j** z;xW`;hJZ#J99mun7J9gQPHG5a(Xq%t>U)Nd5U0i8e5!BxPS78{CKc~br+HeQZRb&} z_6Cd=CDF`v&2J6d*SwJ!^}oW!5YCTjXd#urL7+tSZ7p_y=6(3Ym>oeRYGQhX}d4TVzOdo6%0f&zC`(?G${N&MqP~3Iq8fY)* zo$N5<-}zIkT;!JCpIJ5$8_vsj(mKfTln92`QiquU*#T}kSXw8(x5KX1-$ZFGTG$l; zAD*H661RfqZK1P-sva~?ww=V~ zJ;B~}e^PA>+1itLD2Gp*R;hSu2pU|^*|KwxeN$1Si}Y^^P?8gasdRFL7a}AAe^u|w zFZ9T(%J!m#cWw2m7sEsSSBL}htFr_0{il^zItA9ckB{P-aqI9(AIf|}u|Z!i+o2fbSU%(u}(>=U*%t*h_3bYOU8$bpRztS;%G=>+58C@gbtR!#M4 zuP%fOB-`6Mft54#8h(p!F7SZ{jhYOh%*YgN6VF~d9&0$z3YA#uu3W7;t$I~4=l)gM zW3jE10&xeN2k3Ekav)v1I(ogdKnz5?$v!u|T z^#=NdCi4En$NOn?#Ix-4Z0kGJ)1jQHm8v6oCxSS)Drc`z5N~Bq$hkc}*H`!Si&fOU zt~>-kCuHaqR(oB5%Ge!iNiZ5frk+wxy;h;jB^2x!7eKF$Hp&c%&A>>N|XR_#%eo>vQ7}cT})28>5V|8lQ3XXs7PW}c# zUuU9)Upm)4?_f}?C7qGDTyC1qw%Av2C_jY0TW4qL{*ILI1cHi9;JN2>QJq@^&=LuJ z2=g;~l?Gq#&Bbj4?Y}%!9_eNFea+Ta;H>v z3oO24B?VONa^#9Em4l7*R%WZv4u-j2IH&?|^f)|ug6*Zwyd}?1$AXwo1b4lJwxJR` zlkLaP-wz!#lfF_uQWtKz{q@17g%bLH6lQx9zECZ1TVF73njz>Y>j@jLOXZy;E*_^M zgb8)miq`)?PI`+YpXNN*Ot^=z)!*h;?JvvopgkAD$B~75x5{?@Hh9V zQ#Pi;T8k65J{K=u+%DCGbs6fNQVlEBB7f&A;fg&zmM3}^vRY7mIrxYd*ag`KTnLjz zKHNry8mXkx9$j&BvBed%YHU+=rG=_t%Zj=n6-uP;I(3n_F_ovLpch6RwOhT%K!{(VaO2+jPXQq$EZA5 z&{n08@oCL%3@gY0K5aHEN?qvz4f3WOZ0BXUe88mhjB%5_SauYs@f9`!UfYM(O3u$@ z&pLb}{OFledloL|o^S;<+TR^{6R!5;PtspoN;MO?Wkr^H*6Z~v(C@L=gC?63wkC`3 zU z2E6$;`UUV41#IU8c0QXJR56Y~(?jqI~p1LDA4fWil^jMiF^i{aw^ z6;cEAU&gRbz$3l~_<>KNqNt?04PneB-dVEg19tQ!xQ?WCq~77khmNFMX8^~-5WrY_ zvnieu@M@LMvr zEq~&sK4=$%CjXGy3{dVx0t3rp9B>7D1uJ1c%MJfbmSJ(ITi`I?rth&IcdX?`OY{v^ z%868Xthhny&DTkpMqujVaUYN^PjV}dYbq(fVv*aah-@RZZffsrnn%QrVeKD^@VOKN zzZSzAHdG7 z(56&qyN>b(3ZXys`H%N@*HIh7$~@L5_v(OPx{A8pUY%**R81SUg(|Fk1^Vew&Yh&~ zO`nV%&t#RI9sMBdmh(!? zC3F&GcIQWHajfw<5A9kJ8%rt*j{`0fa)DmXLs(y!`xI~^lmesu5WwlZGXWbtT5$h$ z;F}msFt&7JWl}O{z`fQjN)!P-Bd86%Z(by){2|arWt$A^3se9St8_;|yEt|`Kqz?i zb|`B1vzKelnr7qyy1I2SUjwn41OUE5l{64jT%h+uY< zSyN6!B9BbE^8L9t5f)!3vGKSa^>HK%9zad>QC4+%QZMKWh~b_bP1*=Tw%KbHgvNu6;TCq(ab zO{2vL;nF#?u9(<39rW8=_MKbLf}Xu?tXy>h9=W{F_iQG<+r2vzB(J^zsfYa9aVQB1~;1Q)@5nd#qHdP zd%no#N7*cywt!I0bL`!|as|nji{^6BY`Rpkim?Q0_N33xk(Ef%{5tR3rrX_A@*e^!*U#$B(;Ka$mZyo_{uWXcMe)s%vuuqGJf- zd-$Eu!4ot3a(X~$dl^?V^WoOR;14{KX=Chs!&DW~iZ`S0tlvu<(|7c^cqc)Oe9F%( z0DJk-aICF?S@}}*<9FP4f+-&{1PNt50mTj!A|t=0Cb{-f!@-nRp1WEtQR{iWPGOZdwno*xO+xuE2!whbns(8qeS$yk7xA2yX zl2-Fy6R)7j79q?Bsi~#X^rq03d^Y+cG{|sQ02V>MG$`Kt;M+qPzYG*A+fusm`4KA3 zK|JX)c56mK9{v^ZVO-U~HLD-YBeqc%X7UictUj1(hr~CJi|>$UuN0jCE*I*rNYmuPwp@Vbcm)KYpg(mBA`@v46F&g;9Jac$ z+Q?x_y{E?fnI-SRZ(*4-Eo$>%$N3!6hedyE)|TdJR6f_Zb5QsC10GI#KJmZl>z;qn z*SP9S@Nk`trX!)-^)nV#B0a*VY9g#IRPyeh8fq@Ng)uD>?6g4vh7zl1u&DzGKRK7d zZqRDx47PA>z9kSPSTNfWARbQV;=@T`{ZBaj3GvK6+ ztzMTOI)W8?^c36laMHPPDaAm{q;H{dPcbsZ_;wuOAEY?~wa3vAT~O-|hm$@BaPFH^ zZ;t$C#XEII*j$-yKgOShwO5J9OFuPQIdmlKFK~buaKp*7EsED9PH652Cs}cD#!V1q zz;~vI2}XQ##oqe4F!-b4#^m4)*${`f$l;IWT?rq*UTNn-LG!ES;IUg-LD6rxkaVw# zF)`|X0gtJ?Ta4kfv?}K5L#!iJD?*}d5SFD@Gusj0%ozAuOrQNt60!zR#FwbF4g-fI z(;VsYR3OkV>g9woZCaY)zc z(S<`< zhc|JxnSo(WIVY4-SDbhKMo$p;yFLuxgQA{{E!6lR{spgG6dAl-H(sbOVQd#itDH?= z=j0ceNqw&iT0LU$&C4{Wl&^P=TR3G^XjWm{qmE=%#5_-ca%N)*wB~!)5 zrv+hM-{}A4fc_tkoT3N_{l}*;$E$u%ci12*dK{nR4u+g$`#oKz35haoPcbPfQN(GS zrtM`U0`{q%K68^-q4FQ?3zfGP??s4a81`^S&$nYtd%o{1k&o(@0(cIa%y3=2BS~RC zZOR)jrCUN1B%fK0l6!Sk?+tW@T%k7#Onsr*?)M8Fdj({Y?WA`$ha}q9F8Fuc@c0$B zQ|w;9!JJ}MS;(7m5SQJNLm&Fmv*q-^W2@}Emb!Szds5(KP5z=`<}zC{GT+$~Dd zzhnm6{knb4*w;}<2vS?XmO@IjlRqJcS~gCQO3@|~YZo$JX1$xZWwX9z8`??g!1W4d zW4sk=rHCp9Z&8>xr^Wl-cFsq)>ZpO6Yywz54aCd0~%5bH7`$2rZE!Ikt9q~OqZ2cwCpZLM8f$*gwb5$;c&`9|z z?BMz}SHSm=$o!xf-!6na?50F{*5blgMqSXzqo%SSD)|hZIotrXYri@MhVwx}%T7^a zm1WAe*Qccjp+6qr7|{>pzagpM$j;XB&r7HOb||)D+Qrf)cf}OsD!j}R(0mbEL&+-Xqd}JdHx3l z6J4)f`zIwhp`KTr@Rro!=K57%V?C7=>?EGtC!i(dJt{N{p>}0$x{(y3E5OSwkL{kb z67^}EJwvt6!h0pspO1fpUaxMpa3~eHv@7(=ZRoWpD$!*FMchwUn3$%>O9=l!7K&^( zG4~6crss+3UEIj@1WyH(oX_d$@AHG5&-usDC0IKd*nHZ*I&HrKo=vyIA*R!Z#o&?` zEMA|C20kEXs-<~fXmC3`Q#j7T0b9B9U~#*6C~c0s=p-)887{^J|2in)iTuSq_0tSJ z!U(cCtW<7t8n3pOq@E+N+qEXaS0Ukmt&$7bSQ&3)c4CasZ*d5uI>B#M9k;oJm?to* z{)_v}z|y{5WeWCtP^LSbEt{5a{LZ z5jPm5r+$J;T3U^bxoy|3?WY^Iz+P-j|5XK-o6$P^aC`@qP1z%4SwFkiHDe@wo?FvV zB^k5%AY9OiFgd)y;M&7j{b(CO}9;-@p z5Z-i|IedWa2q1|yangddqh{j>{Rv9GmMM9iIDq{{MgJbSK&-h*K6-=QoLkgMFzsAz ziUa?I^5ztUp$**$y@ING{9y6mNRWrPuuyu>#oj;SEK_~!M6*Lu z%ZKVbkyAod*|98FhSi;B3m<0tR^mgid#%1x+&Nl$_Qn%3V#VTR zetyyOp4lji+;Giq(T5b2;m}{v&s+tQ|B(2ockeN7?*%b`2as`m?w`2e-mY5I<`7OF z39$)My`Zxt`Udo|qAW8;P|R%8Gu+~UVK36kpuKCoulNZwWi2V}5IRx`@3T|!Rxq7h zVtHR!G+4#XrpZ8>UTl50{^g;+*o>1o(G`GOr;}t%q&jXS%@k4)rn1X*pYyolB$Nun zd_2_n@zu9PzB(SnA-&KQ-A*v`>@h5GA2N3*6nYo|WD4gZ_jqlnu|W`nv>Ot-s{M-u zDOu1Q!-=+cM|j zTA1qDPg4ZD<5pT4>q0K@l--i_6!im0ty8Mb6wde)4x`FX`Sk7HH$@n|MG}&El33tAPW9Df1 zlD`G;7IS_~J6Wv>EVX+gHY2+#zj8uAR%lXL0VSI5>L*SJ%lwNg(|WguI#TB3WR;w| zP6puz?yUhYrtW@(_%|!@TkqD5qlBA@MYD_>s50PH@5>*aFm)|dzx=o9irqFH8O$LK z={4Wp`v?9ryp-u~m2g4D2V!CMqHl6!Cj_1hPAyWqD<$D&49y%TfsFG6Knb{718F}Y zUdsL^lnNieSntuApi}Wb4~dREdaNQN7HC#YhE^)LT>Th27MhV9F3Dc%3WsKx$rQXz z4^^-7_Szc|{!OVJXmhnV7h~DU1XB|Qxg0||=Wtr}8wnA{`{z|0=p*F+&^_Ri0 zES~e8aN#C(exC3pP-@I``ITuFuYdhT#GlR+gzA7D+_b#yk||#39id4P1!)mEr)bz{ z(11?st5*D_7G%y|z+Q%0fzA`bigLVLQmW{ie{;P`S0o!lHxsHxJ+5?D>(0f^BeGj= z7{-*hKtA`63T!zt58vTUR*%w)!>qw7`wvkf=V=67>kTa<)uP@zq2HLs?Oz$D024ux z(0t~F(53)UE#9vw({HzZ49{Em{3N=jr!c*sxL0u(lKnKjYcePLBj$;;<1?@Y^_`jyWV?yv5MbAlt>dDV@FWh;kUq_i-M@a`+zdxuaamCF4e}~+^Wa;;O;UDL zU8)Lgc<>^2ZV;nV{N49^Mh)mf+|EzYx`9*ze;|Dp!H^dvs zP!+;<^4`>j#K4)|$5rQOKVUZd0lQE%FwF;6EgTxe{Z3&fkp!xc` zg=bJ+9D`8Unc7F5_1)%tqTyY?xPGo`L%$S{eXtD}3FTzJ$6J+X{R>7o;b4gjI2HY< zsbpOUn`Y7B_I4z3$qHNDc99cF_be%Tp#NO%SySBss7t^7nEf(1XBXbK;cHnHvdiZiuIw&33 zvB!!r-ebBWj_er~@{ij_$7iC{lv#|RGOva-U|+G{dngHK!MS8H43O`)gow>18QP@98#_44=ild3~q+-BWf#S~08>Rci z;N8Og*?*cwut7tP;`cq&Zk>IE5D2aJsr;dK*Lo=8$k;Lz#7McMxDk$mNl}lkxjiyB zQ9zzoKXYYRsTIv9qtpdd>i}omR%SbtY>i#rTfAVr&9;P&ZOt+6-=vT%1~ov{9fpLXcy)Oo78EoOb#ds>0sPZITRZ5)W5>5A<-kBP#Mq# zc~vkt`FLHlazXWa8w#fnct)-d+_E*`9Ks7lABtdBj;l*lTa9Q-Vq>G#IoS9Sy6<}k z=^_%Z?|}+qN9P3d+;>gSGmT7Em%6IkP6nvb2EImP7u7(AW=6*rS)m6h@a3Ds4&Val zp}6tl(jx!kGb-;2O+VV5VF&8V!vXnS6M>|;OpkGxPO)QFu&Q;{Mq@Gq*TXn!zIZeI zymO@Q$b16buXsI^CQ4FrV&EhTo&rsOeOCFVcNy373c4uvL??tIMoM6&Q)VHLw+DHA z_WXViI%x0hq?_LwtkN*C`js0hDNJ=;&NM*&mOe2OXPTGbgJM6)Ga*vY_xR6E5a#Hq z!-iVIm_C3__I;Gw8$JxDR5Vu;(3(e&wMtt?cKweT?_dACrF;C(si}__*T0;)=e_v( znkly70WN%@DDgNl^~3T3>bU^FIj%WY9iWY2a(sH3h-zzz4@7_kQzLoErwoGsmL($b z>+g%YKdtq)(sWR26JyJ!fj*A_)9a*bddpg~6KJq1MP*z2&@j z%Z`CYBV*je-xLjFyWF<4lX$kh3cfE(#u2>A5>$U6w>sDsx$Q03WDlb4BLuNypB8c zFpuxpeHO#Uj~&$o3|nk<&~(Ip@4c7cQ91K468^7e=YJEazl~j8rJ~Xp3aZLU`>{a( z{Qj}_fF;Y>A^#fP=f|?AwC_6a9H10k3%O8Q;C ztsF9xx^q!WQ%A3uH8?ik@q%j>BNYi|G3_NI~kKl3YnO7CG1t3^pr%5I@=a~w$7b$ zf+Yzrjv?RI`ao@H3w4Qk?1+FO^*lwN@_Ik+pGiZtM`-&#EPoDKony*BX2WvRdq00dxnH*2XXW0Q$hK^7EIuYYKX&)`Lv95rW}@T=1Hf$OG)o z+;iq3o@_z83xQi}gFaheHU`1RsFX&eZsRck!0dupgw?nIBCOV_x!-buk8gR;7HW+8 zSUZV$nKE$IK6AtMX~_*oywo$z=uP3W-V(K(4{$Y=CL`E`jRDDj5?tmjxj~9VmC2Um z)ZWh8ou3Hbl}0)G?0owKMaZxA_a%2F}AsrzJL6AT$*~8I~7%9-**X z^;z?2<0{Q;XVHnt7cW2P*Y|9R)F-y%V=LS9ZCPi@gpXt>Y4*bc=V^LL+x>lzs=4E$ z#dYb8WnNz_4qx;L=?HwVLzM*`_2=d-Gnt~KPB#leiBj!X&iSEX)O^li3Ez5c3cJQ$ z8E$x2mL2D9fwa4D2a;dFKF@OR>0o0!{?ok|Jn$G)K{IMDl}Kx>(5kwZ7~0N52mI0q z+X3^b(;=ZCS!6o@EbD;IX@mD+J85>O@W=>g(bj0X4$M8yeyflpOZGdlN3q{av{>Ym z8j8!pvZ^qPYf66zQg^x^9_$B& z48^f#Ide_1S#2d&vo06~Hz!-03}+~NdDs>_W%gDRsd+zQI@S)Hb~Za?CH56KkSmzY zba|f#yEq!Qh|mq32qbUudc(i6|5QgIgiCOXc7;q@RoiHrmyL(TEq)0)dGyTy^*%83pM>lNO7+4YHvyK10W0;A1l^`{MjX zB1r5*2z{M7q{Ov)6@iKop09mnnM*w%_WAX(g3o7pi!-gWj=eq4{x(~mu_bXeZ_QWB-A3-iMB#3x5?%RY}D?l*bKqe0X8usf{Y&I-@ z-uyGaY4Iq9@%_xlyI$X`X}Uy*jQCa?#>~p|{k6 zecLyV!nC!A-`B!8zJIR|mLeqV{lC}t{P$O0oO$?-hkW&@@PX8f+G7vXY9Fm5K?pL1 zoAYH-OPn@Wq46I^-%cIg+SY+IzC9K<`a~lMa`nAc_}`n>QbI!5nljT`h^?tu!EbTv6NSSt<XbbRbMP>GEMwVp9U6cT?1`%O zmj&_Bl)@iRjUVAZuRgfof8;7Htiw!ZZILBM)SIO*SRqfsXa1ZQ@yL~HT?AR+!iv4Z z2RDP`O!?7OL4`75ZM2B4`Q`j^#pz113_l{y6p67-)hGGzN$3>IkiYhk8G0B5qs#}6 zYP4NI$x3tgpVM7@wiVw~@=spltbRS+5x&oqrw~-q^@HZM|A9b>H>yG*A<1F0X4xDs z$#0q8%M^HPnHE9Foyktp{a>0V0a z=vlTP`ALl~@?UZo_Z-0J73Cf3bahhxn8P~Gdwu;5BfB)Xn-GsZ4O?a>p|*YXmx3}i zQAF7`n7Y1rmF+yEQIdVlehg4Kwq>!+*QEdab>F?;i3dQLuLH~8ekwOY9{lj>kc*Q0 z_=0A+#Q4uee8w@<1djwis+}(SQNAs$Ml~~;NH?`+<#h&9$R^I37hW5wk=4Cw%I$(9 zq_t3AGRv`GM{R{}txod0XJq4na3mKdC9R@dxh-Yihpyp@uqw#*x@lk-W{4bl%T)^t zy~>JpGpAL*!sPd~#T)WD3CH#(!HudIne9#0`6J#sl8PJ+iASoe>F_ooM;y=Jm-^?k z{+51UQ7=bdQb~jha~i!0InA63PDQ^7Crq1__NtOB`HJr~RGVk4YLZ0AJ5 zHD;7J8)(cuq6?2Q|Nr);5R@-21oNF6b-_2R{U0iITOk>1xm{SiPXhI7YxP>8C;mRg z!&|MmhfxI5bHDAYa5!qLpmbZI1hRA>LBjYMK~&?aNE8*Ov2sNz`fLgn$rb)n_;B%j zYZoPJpyH1j7w^Zeqz+xMV-1-oF3iPRfyUYw4La`zRthHRU6A!Zwu@?Q{gh3MMb)W> zJ$M#7mitECTUN#Wg!n8_{c-#~5|7WkNcX$UT z`%5}bsn8fU4>TBrf^RLQ&@bJxlk=_w8~wisNz}croDnr`d&M|+e^q0Oxj`9=|2hioGedyKPP4SLOKky&=!Sc`{lS zs~Gl6X0~p5#W)JHI&U6w-g7T-3@=wUeUuN2-WV7yWBHnpm~DQDES?V% zfb@^m+G2_0B@zkJIQ`jg^U3DeD3RV2U)mXwPa^z|quk;05l=QyI&y z9o$x`{dlZ*At{V}>JuS)pBSO_w$;{?R0V)ZURlBT;InwD9T9^51I5QEBwZyL(t1ch zG01Aa*!LF-L1x1Nx$kc@*6cE!Jcmc8xYYe;AMv{s=#Vq(YaRmAL%=&W>*83(7Jcq| zPB3ZGa#a7vDqG0a@o8^X`I$vN4v&rC8;8|xPJIEQ7i$k8i0bc#dA%G?*4o+)No2cG zCB!S3f5q%wQAUY-Oxm4hV_wE~A7x+NheV})C9;HHjXgq+a0&nZoXMT};RTLYbIeML zWlJ?v>q1EBaH*7+{g3*|nX`-uSLK(q7~UXduSn4-gETTjzU!TacA=vA?fVGv_no$M zoBc$-P2f0oV2Ednd%zSeQy(aF7IqDr(d?pjt>48*wnTI=(kHt7C<`}S9~MwdN~HcV z-96RpwWr?9IB? zyt7T@44pk6|M}>adHm1*FSHPRjdWbpG$?ofa%!gLX#M+JW?WO+N)oqw_z#PCj;!ja zxmwMXfBpcsP~at+NN41?k9!E$XOAOoAfYKWGGlwfnKg*HKTZ*XdvcX;U}O^i{U!Zh zuQqZOEuMzHTj?&@-@Wwz>+k;d+c~TOnhwE-th9fz7yrkve3tWJ0FsmMbWMQH}v)|o-_iyU;p#g{?A+c|JtWEvg2}TyMmj8 z<7K7oETg@>{ZuhvXFms^2d;uoz%d&O(k#0t%gkvt3UzOhu^^FOj?>0FKmK3eK1hOn zh863{QYjGpS}?uRo2YT`!4nvWW{n2PXox)eS8?KPq{43H?o_w@;*mnVY2nmC!dnMv z&zGm&dVd4Z0(+rjzvEvMaQ}9%vZCEhmFQdPilPNMXKG|ql{QQuElR0Ei0k1~UtD+d7a?gu*JY10lDV{%%JsmLr`!ezOtLcJlQ&!|r4_ALD$QLhK zbwAmp1*xTR!0prn9d7LcYQGB5Qypr%$mv|sevP~EzJfE8ArmbA^^1?xM-lmu1oFyi zwtycXW?>Jw03JX{p-!-TVChg7x%frn!Y>bUb+y_fLEg?wfPdT6cUez%$z}Ire=|WD zaK*(AVFTe*LvK6)lT#)OxXIkkO3UdMGPyi{za>($t^xM^pEEU%rfoq4Dh(b0*jLoJ z0z4vw{=s=5K6V?>um5b07qI~t3lW5;H2~LfeX-<(ukjNvCXTWUK%Tt5MGI5T2|_>Q z16{DZzS{V|@T(|Eig8+V=IjZY2>%<9MF}ED#72us!hhs1;tfB&o}XI>m6WvE{VFL``6p~JA(aS>O__AAP)3dTF zZoP+~Dv|md`B4bFsWzgXzdyspF%CO zC13<(0zv#E&b~@~CVL^#KUZbXq@=olKd@W~83LT!lsS5Jm3_;olp;mQ!;k=bzXi#^ zY7+csVPXhD+x~=lV7l1yp%y=gxRb*~@*8|F>?u>OScZ=V4i3L5>_RMC3s^`)ctO5j zPGK1pL<6HcS+Gj)!9K6UP7{>1_lphYGom1l{hnqQV2OE3K64xQ^>LFo9Mc&DeO?F1 ze0tT^EWup28moiG?*~1_T_OY>o$T)e7`YX8^=;qM{H{jcj1NWgog2y%akvVga* z$0X^zZ>~^^i2QN<0`IjY%SO@VXrd0bxb46K6@f?MX(~=E5v#7IZS4kK0-t@lI(EcE z5+Pl~3F0Np!@eeHiVgT6Z7y=T9=<+Vnyh!PD!c?%o>50k;}_tAKT3$%f{XMlW($%4 zoRr~G$X+bSPu6n=Fvs2l)I}_P$zpKh$O7)qiRLZ%IYHRHva)>_+tjQl9u8OvpcNu| z^ZT3I7Qm!vePAeO0UN^S&!3f5S(usSp}V-w`wPtv7MI__MgM6*{I_NJZ$;i66cJ&E zu|mDAIdW<|q}_rM>PyU&C&ib$b^Xay7_0E~CR8(!f%eD@*K~6 z1LV-M9B`Cn&+l7{?@}LDD9t%FGKIY)fe8hR1lBw{34si6IUNa0bXE zb=ZL~mjP7Jrh zYpIwVu&=}!laiL+tt{|L4iVeE#R1{h!b5{r~4a29Z1dNnnk9?&0BKM#a0;-;74BMBh30t%TGWE!aE? z&3oMn^qFWGIxUMY#j3&t9o3fz`%>&2YlQ!D#S_DWMbby|G@MRZ9gb=kWIoX@eJz`# zk{R-Db3}Hx{!E`i`KwsS$wu-yu(7UyvOccy&y5bi06qp)y^-qlM2I zwArg>T-97%Pb)X?R_*L}A!-&gi8#0WzL-rrh*V(Nl*X1~WqL>&ZKY)`Vg^mX#8H)kQPUDst4NBn8z(6ev;@~quzJ>!R&W@-Ly#Jhe zt7IuAALaUy8O)$*kF&s0>r`cKdI!rG)f*rPqOliI6bW6=#qK`@H zMfB$Qp+@>iwR%%eaXwY;7STxETlv&~GspI^G6j;Iyx-#b`ihR|^U%~CO2K}Q5;cjC zm6*Z$&8`@y7oGW|GONRlEkjfC z2Ws$0a4J*{o$+>l{ozTJLV2N1DD3zY zm6gL`_s8-L&*%x^x_{TfEAy+^Yp+3Z*Nj(0q|O=&H4U;1=U-ifZT1?yPM2M0yjtZcZ290^kjIQ9p)+d|*r1Ld6?5`<^%I(43v0kY-w$MA4s@~Gr9p;K_Wx)+Xqd6zef z0vtv`{O6O7h%91EW%|>4kYCO3NS6tFzXLc}yZMZ-vc4_fH$4xJDjo7Ck<8|_TPx}z zSY~kCf0pFd{?rgHFGIUeh z=V)ISgizF8gC@gjPFBiiyM}Y=5BGw|SG(iJci_%5h~+R9z;2%9t(2JtG(#520GvVg zxBHYAAW*Bk2P`{GytD73#?(MO#RHpSE(^@V(|0>lY7tnjJ|NXiSnnF7{C0ywH#4}9 z#1P)wtXd=}s1E_`E%(WAqqnzk18{7s9bsJ`bWk0FKpeTjbSYX+P8Cq#rx|TVl0l|% zDTOq*K0wv#-JD#Pg6UP8YA!bODv}M^0U2@?WR1SKJ}B(M-uJ1Q z_Vm<$`Lnj^Mr+#M7iG(l{iY)Qu>JjyM>jn>iEwVAr>=S1+`hdrP9au!q}yl94Y(Q3 zA0!@a;uxa~*`_3xD%e`9Yh%o-u&AlEW7pJ5*1!1hs^F-iiGdleJ8dPp{W-9xh&e2m z_@E+~HE>|myM>O_M92!3`cdbz^1 z{K?;0(ZKEbDOE%asU%w*vc|D%T68a#lqvi;|kkYH7vCH@~u@pCri~VdHK)qqXk8R>FM+*b_MB61EUXCEMmAVt{di`&}lBUMYncBsE6eCxRL@c>>0J*UU-{Raj9Z%f~8sAvJ`hh`BKqDAO*!h~@N zW{&S40=hL_pwaYBH2aQ?uSPfMd(pb=&TQUAO@pMr1P4b`kR{9Mu=4!GQ2Y|coTeD` z6sjV$1M;`D=PFU*t1y&iSfv=6#4Nth{(IIuuyuxT0G6QgOKj=~r}($T)?F*G(byIx zf`zRc!ws1J2~A;piRs(qLa5zbM`YK}}JBP;2RV zdxqNpPio7<%*$|qlDdzNCM79EAzHnkWiZkx_1GntZ^A{}6d=A|Kl2-AToH>*IG9=e zkw~K$;8mdqrL;a2z05S|VARJqTF79LeiHNBr${CaW>8VW{wU=Mezp{A)-W>qqJ@g z$|Q?jzWSi~yQ0mt_>kwn7D-4)%Ti_r%A-SM$MFol+mKIZHH=p}!2h!10qy6xU@E=F=L!W`xXkH2rBn+c$u^#NW8Tu^yu|5EBBEBGt zLeTlNTUi`LLz_L;PC<*n2m&aFtu7xZx;D_*Oj+L0m=zTy6qGJ`xe!ynD!_a4|98CP&aZoJyb4M=Y0HPpXW={b&8L2;cFe zF_Q>ofJ44J;2*7m$p6vhQS^jkpSKodVI3bTsL>s^7DSPXmLxtHYek{S)Q*)nRDt{HTk9m#ZRbEpp z)A$*9Y`^k8fBtavlSUfqXO71#M6KRfMG>Sf{@wE%G}%tMCg`4m5?McOkVp!T&4IY1 zNBXp(-emx7MG$}34>|g(cXg#n6Sew@4RZZb{iiWkZj5he|58+R_x@YL&gGPQZ&4`e z_P-vOK@reL)-%=ihvNp`vXiBSLU2eFh7k(C4l5|29wg2=bh9w5arg;9@o-zhvf!^L zL5~s!HMWLunA?&d&YO-fYb-2B1$duC6q~TGjMacG<|#6vfNTlx8KqqSk64l~J1POD z@d&^kWk?mQe|!}$UPr)#o5BrACJvhPZ2j2rrJznW%8~LhW_Gwk@h-)MHLvz?UFGiwbsZL7O3v zU{!W+@fS&KScz<6%C>bN;U}BJU0gT3;Tz#t9D#jpHtBE;9qq2UAZQaJ5pw^|BJ#MJ z7{e9IJnO@6@xLqv7ox;!g&jP`UaP~7A0q9c#JDxu(6#QVjp4$(E@WmstY@d!;OOxa zu(~qr<{NUg`M`#cRk0z&a(ErlyTSojTCL5whph!J_w49ka%?;m0dse{n^gry=~ zexR`@IK}0+g~`Kt`v6d?@Z1Z^h#OF;?FRu6ghFzdbG=?%id{E0zXwuFUOqG+TN1+4 zZ^G|BR{cU(taai~_t}_=QuN(a+p#2WLHy)c7pmMXTPc|7%m)g>n$J=ckh^m|_wcQp zWimBwj%HT+9e3}${F2-)?X)`j^;_Yv>swfcw$`3;O5NK#gcCCB-Evm4D-j3WE3rOV zeN4m7vZ7@MSM|I!svpJon}i&2(2bK5>k2ne^iP*(=8mc{zc_L`kLi<+7x@Uy7X*}9 zG!0AI7O_fUuf=xI*~Z!tlSkVNtM4Kf@=AXG=&TceU43@vGy*CA7a> z3&p;msYGyJKA{BalAlaPouK)?0`lyK-|8zWC4g@%d%dp?0=K8D`s*M18~9;{4@XX; z&(Y3%9EBl4eEzN)NW53IqssSVU(TN=&ebeQcia4mgM0(?7aJ)F@DPElSK2R2*FAr0 zz0Z9QAK!(oj1Yp23D1^`WBu|FG7tR*n}fBH;^>QveU?WQfh#UK z>`YZubl#2v(w3~x!77?9qq_Vf3_U#>H^*!|0ubGkUv;q7LFe~>f}Dt;ceVNDBkaRR z25%U871G_a&{ckDQ4Z%h*CD@5jR>w6tS}E}TM{JeZG18}bJQ$nwbL%huB+yM%78P+ zf$veQKZk4#=j(3PK~G!ot*DnVdD^d-8HtjUn{C^co@u9>uw>UlgIhuF56wqy6l3n$ z#&oX0=c&Y7x2Ngo+ji-zor!wfe&qFHQ4>^UdNVI`~) zM@Yx8K&Ofrf~OhrW+l}J5C?woKEsFbL0Wmh*u*FPF2KqU?14bwPLL_gjfq3tgbG2q zZ@tjuQ)=E%+4~9gB{~ph=4+9$8@^Z6cN$e=4EkC)ZCj@R5KXjDA0gZh|H`Gh=bxw< z?=^E}xt(kt0yc-G{R(brM}tu-29f5%Q?xSUez5z&s)vXs&3A!!=kE1s}Y88Zaf;>fKI;Y!)m0mF*zBfhMV<-VGs&nxKYLIvL}4JyR(i1Xiy0hhq$!$H|%Bwmk1;sF=|E4z& zF?W7dHnfS$?Kn!H7Z~A6XHAMk)IN4Eh-R-b!b=H?0w=PSkKV1oz4CIGtU^(-BRNKN zjC_>cgr;$t!L!3A8b7ouWVozNFDEW|kn61T^2fIyA%wqEDlURTH}piMHabKnnRjHE z$FHfa6OM|W8O51v7!fMsc1L|n>{|bxtRYmVIW6SA!{KWClP6ia{Q%4Sww8YV6)S4( zL8v;}BKEX=!uow$;Rr#vR&|0|8>7E4naJoUZ={t)3_+`62d!ltK8d>GQU2LRf7PRu zgU{VF;;;ucT&`|VP@eF8!%cyYLR-S6|8gyb^7%vuOLstiUe8#0qr@@Gd-WLDj<8f*WAx7Qezz)qeeW1 z4%!G0L0QrTW^;Kcx0pWF?Dt||3N3gJj#{IBYoKAIHfZ)ElyoRv3Y*C5c9xs!eN(g6 zJoxjosB#B@^5k^Gcg0jC+>O9UFb0Gs(ZKgT-mog4PAlma2K` z3Qfx??z@90U^W>ISm5gQuR(%QE|EA8e)&dPYep;wK+CMgS&8Zv>P;fZ^q(1q3GvnR zK=?N$$QFaqd@x$@&=NuDH?~CXE!v~jZe`EsmPW&H_;6>Y=G7VD!#D?JeQfgu%$6=S zoGv!Gs?-rt^HINA^{573Rh}A$tGJTs0uJM6S#cVc-nL0KKow5Q5^1c}=N8D_zERv&)F~4W2QYuA}Nj z4)nW_j++s4ofUpUYTT0|-j?YqZ2a2xc;%@1tUqlE0csRJ11nl=;dVD`5Yku=5o?;r zVT&P?u$2V1$_;9S@T^HZJ&Dhr*t7h~0_y{hO1^(F4!(j`w;>7;Xi0}lJux5C6Qz8BJ3m`VQoZ+2tU*4M$q4|CpHvhO?e#zZDg>+;(U7Z7W z{KJOW&#y^O5y>O&#y-ibEZZ!*r;{JS4q9{ zz<9>x`6uKfGwihLM;a`-`uv?$rPKcFkA~|~C>>y?k&ft<>(4{IB)K~o{o-UT90WZo z(%ubvJW}Z!zxe3H-$%O*D&x+lCvwkaxgwIDGxhRQS+@*n^{3^{MLI9{r5U$gh+9$kjcW~4L!3E!mcUyb{KYMzx5PA_=JldMG7sM~R4iDT{gPB)$W<4?X= zpPi@6FTiB`=UhFQIk$Yw{vNtZAG}80K7T&-VUyn8yzhnd$xhOU63PxC>527Z`I}dj zmph9{X`26-0QE_&KTUplz2LFC{42mm1obBGdI71($@}-Bmrf3}t9$%l{dJgi8kYqM zp_3vYhB^c|?4O{umI-|OIyA1Qd7BeF#5>^5soULH5&Z! zBle>{fYxBv&~u7W&DVTsY{F$*Og(|&(_7Xr!sN6y76Tx^Oud$zOTUL_d`wnBdo2UB z**Gmno^%Xt^OI6hv4KMWGr(v46b9e|@kgY@#B{g)vuH-O7nE+l(y&YWk9S`$C9%KZ z^{9DAQlqQB8!ErImh-b82~1YVCs@*tlPGo5%e+ z1KVZRl!i9;nr%oV2I@mF+9=;c#jZ+s}}BP88iy%$s^Y=HzY_R!&hV z&pr_sWeqr>LxBClppUG+?H%&xY$VK$fy*I?mlSK>Fu@onTBdo~RliphbKNogC%;Dd z`tkAGP@$7aVjH`%tcP32=OHotX{l&K^qiZMpCco`_GdGy<^Hn!vb{guT4u876?`;y zSVPOXv3KMRr~Y=)d_LEKpBfrxro{G{DmLRfy~n$P3Zajg^!I9l>T0atL=M2n#R3`? zA0IHO%kT4S0thA}I3`7b;NdP%hkxxZz5+k`42D8X1wgUU4Vvvvvwv>RL^mc%zS&}y z&;x~yIN=Up^8uBSbX7l4i42^)9tki+B`^lE7_U6Esv}{qMnPHDJ1;Z9F%3Z1^2B(% zN*&G*SEB&(3_t{ARwR;#ftIi9*WkCZ?ReBl`y#xUm4NS=C=8nwJpuJuGu<5VW8O<< zIjW3}GXojXZjZ#?lb+Awxg?0u-DrEuH)tW0DR)$*QtAt8$%P2$**xm?_A8xW&Q~L( zu1mwcULTG3ciVHOGrFLMt3A!lJ&QjV+$TvX)5{uJ+wO!&?*yr;TEc&%DR_?J*u>jb7zntaZzpqMsypR8`o89>d?GSBf6BH}m18I_Kp$R~`CIr%+YqdZ; zd~p^tb4lylppDa|22k~PAAPm(n&eO&)@z?x zYCKsn4f`XtuQEYQ$zms}tbrYI@l>_Jt2CIqKwWiRg9Ja7^4oYy{7_?4W+El3YHlIKfFZWKgdQC~$siiwp^t<2& zBFV!oLjhz6yCG>lZbPPaaiZCVbG5z|kV9tLbQTKscY1M}&fVQ`mo#Aq+8v)CaKBjzQDg)}CPDWazn>4V5){J+w zwLQ16$abeB>|{cl+Zr!=xDt54J#qkGAWV|`n|MPVjxZ^`BaSRc{Qg2XwS_^ExMe*rTe=`S*e~!!J8>Uabq|DhIA#_l<4k zMNFJzyMqbeMc}1>RwnR@*f04r8#L$+{7H7^I3?5-t;V>})tL0mMn77O-3r4b!?|XF z)`5@T?$|15>`xJ=F8thb)RCL_WTrnMBqvNUsrFtLIJvS}$Wt;D^zJ7XLN&^Mc)pUK zd4k-p6csw!zidifobnyVM$&ld$=#$d-0Z4RiUzB2WBEdM?K){!%PBCGpM&A9 ztB;2@=^%b_gyHUTrA^|QOgHeDcIKVcAdx!`cJs~0sN~<)%Ub#bQ-f3bv5%?zll>M= zu@J$=q+$O+R?dp%^Iphd0P0`w%kBrI0p#UR;P9mTo_Fk~L_+UBD!g1q9f z0ZYyEK^ZEnwU-!vejn};eForeO_4uWjwcfgAi>(>d^JuRU&0q2op{oR0G?uQd7VbD z>y^^fiLbi1~JU(X+ zB+xH7gLvzE79OJE;Dj29VYZ-3klzl3qZz+wi2UKzo#S-XgXw~;s4eKJd8S*9uS&(c zyET>KK^|8fB1BMIOLgs5_@w6v4{BHcjCOC|_lqA*D)aVanc%dpGPq5c7Cn{l*2u28 z?1x1nPyW#6?58i7>s^U?!BxE51cmu;Z-hS6ySxzR9>t@;PD1^V*rM1qf{yum=^HL> zQL2D5rGSl)OUvsu?6~grKN%0SDMst)lP|^NQ^&m~Xz>jU_!T08HstWFYPzi+MBV>z z*csrNH4>HX5qx#={hV)^|F{4PJ8(uwZoXQ@If1AC>YBCLURSRuBg9xe((l&^m~7wu zVCcu2UgcE{T8A$4rI-PiG=)qvqM&2s+UtV)3GFNejH~pD3}#XzU*Vhr8d2A+=9pLM zWCz^KB4L+!61q!XK3kN=%>Ibuhd3dZwH@LRsa>|?bFfld{pws#aaY`nv1s$oNqxXO zem`G7v*m)KGZ0h>phy#0%>R#>H!^_I(qPb>%TYp9d>O91bnXX@N9-=vwsWDJz4Ny` zF}+D)xgD{|C-J>Zef3+xXPyHQzHlDqm5{QIeqjr`mlB3O-;5s~ zurCg1e{uRz;Kk!AuE9o4tGD3L6Y-Dxpl5rWeDZ1=_9 zKbtEj>pkk6K3ej)6#sf=FV^N+{l{N{^Sg_%eF$U29l=YTuh)k2gPJu5F)>459S9sL z54%5QBg9FhNQ9!GZX@T&_xnfNanr}`p^w)1DNXd7ie2a4vNn>vOHgHb)ucgKlk^W( z56*!1u5|*2Tz*jqPth*K+T(=ghR4g9pI>8$f0l1S=-Fa4Rj|^SJq8odX1yZPZ6!{W zuviXMy4o3}YvECLe-OT`8BAmYh%iP?e=JLMlNd>@_fA&`*v-X`UK^2FNk_|ara!ws z)*SjUB(|Be9Dgk56@3Bb&imd3E}3puW&G}G*m4I|-!)i(63_w~dLVYPPMah4`Qk3u$fi+x#F;=N6yYexV$r8$G_>V?bJ={ z-Kl*=)~_9M@4E*k%uGt`DkJiBSnoBo>&(eb3^5#vtkS?BANCoEpfj3QX; zxHdmH;(cl!6A~+~7g1C)zv*9$&oG@<`gQQNr&{#XZCWAMwBaJ{U|UX&cs!i|b|TOw zJQ5Ts`|I0}DET7u8FRxQCNf2Oy7SdaE#Tj~I-}Nr4P>K;@5#hm5T7>XnN&}r&)a0B zEy}=44bX!wC%@p`EtwcQ-T3oDwE5}K+J{V8B}E6}hzHN#Q#~wA?a_68wufD9dtlzC zn_AF=b&VFrOWEMo3(Nsh5$OFcGkNwD>5WZ7muRu)?v*4Que=+-rhrooT|ykn=N@co zSsx*`o{!L4?@M{{`Rc90y5sX8&&$#?Gk>~8uju#KKQ+h4H8xzejdz2ymUSCBhTOiR zxfR_LB>r|1{@XdQjsf4ZSpSTIEH%6PZEEY$y`APGw6V>acG+soi_)VF%xo^#nxhQLD6G`)M{hhcvZ$;@p~>9Vo6asyo+49UFBACOQ(2EZ^bO%D-IWoG zTIHabCGxQ(|1!H`x0df84OSDRU<(75W($(@?7U0<0aHFzSaZ^L)0G9t{T6J^0=rlm zT`1CMxABjcUI0EqCSKeznHMvC9u%S@yhe*VC~V{ig&8mcuk8y!a|ej+6Pxi|H9c7m zf~+~5BnwgxSUwh#tJY58ptArbG=;~qy^Pug^3rygMsw8&%gN4tpx?3Wnlat45QL<2teG!j zR3Zogy#S+#yN4{c;?1zMjtNG_NEx~vS!-PvS1Lw0A$%EngJ-wCtl&)|QPSM~qtveh zFMbJ7eycS7&h8+sB9AABi*YCg*^!I*5yX$ps@8|fgr-CREBu7J^aMVBzvWcxXj~s* zLMkr(aar51+5OIX0hnD0;M-r}c7hO`bNzeqyk%C=jxnA;5j{IEt+#RXwhy z{awMEB3pc$1>k=oJgwp2e$b?|Ikdw2{Uz$q)kwiF0nB~FrsAY2AeccI7Td_peohhN?mw) zjSIZKdAEAZF2DW5WBiHaKyw;pkDF}hzP?Q{xGQ}+5=haCu@BV1RJ+=J@ddMCBcW?B^cJzWS zb(tL5!b4=Eslvu(Va_7gcTTd_MQ(t)sdUc&E7`#Lkl2^lba}UnyD5!hN55Q_M?;|5 zPCbs~lqKx_>*%psMM8+TORgAuQ!by62H<;1MdpN+ng5`LDJBhlF3h=?HKt$hmLqnT zrq@g|mH+aoP5A>CsINB(Kh(VJj3h>PyOT84l6a2wh zne%bm)Av@`666x`4_4%ToNmoUDE_3JbCOd$5KNM*4lxD?^>WM67eAvJzO9Dwej@3| zA#(Bhy@*Kxt?+xU-P9ep-o&ygb{*7chxx5o>uX0uDP+?3t`^P(wF`#Cr{z%*|C^r??9nPaLdducLSzs7j0AUcW%j&X;xvYh(<4o?{yS&s z0A!^mS!Z;&WsJYKtKY!AgrcPy?m_VkzAqjx!ZcwdeCP|yND)?KZZ%9c4LCQ<2jUfh zCzTUzKLY9A4CKK5*oKk8Qe z=IK67?59J5Mh?0-rDCKjuiqOjT<)+tR9-OD+l~<>5GL$+ALj!G7Fn*Jv_U) zxc|*Ze5}5XuR6IKoc;Lpj`?NRXv5D*@CDxuUGfjaP*R`(&%lUpG8Z+rpC`pyGwNahyw)qIU@{2jN-Y>%R0*Zv2p#2L!LRET0F zOCOKmmnA38tTV!uU+nsK53d)x+X7+^-M)$t>vwvoOhIygx84!BbjV z3Wf8yrzB(k(qA589_CKycOvB%dWVMbVc}^8G$65*E`!|KdhbI2Z^ut-tAh9()PDCM zvrb9>II@3ahKbMQ;{x53Tt2&okuW6+e7`>EB-HOtJx z`Z?9b#0nu<@Q8aocq0qFTIHmu&wzelkncAFm2!@3|JVEH#==6y6hHgFJe5NyUkPa{ zX?8RPa9d4^NG<%wE0tJdFto*j*DDL`Mhox6h<6l=;6~hYoq<*N!+YQCOQXmXznMeU zh-J6JxG~xnoL0&C9BdzUa+B~0+pt4%!r93a*|0O}Ex0gp;Y%+^TQ#= z6R}p>H!bu5lFCUR04g`7=9`P0`ebsHjV+_Vyj}DWJfAI1_5613(RN0F=I8*j zueUop617OwAa?dL*t3vLul50l>TEv@8G1)jQP7UKv#fpESu<9vAA3Z2<#h9~Dc2P3!|?p+1Bdxz^90>R=+Z*gHR(vn67cm@=8SVZW5SwV;tey zL;N~Ui-56QrOw%=fUy8-eluk?ZQLpiPa;E;&Z;8rqnFswDq^d`OKvvm<21?BlP8RL~H z3zvCf0guoYjAqnpY}y_hE&BS z&B!!L<#MX8#$$B%dGd)9UXtnX7wJwq_t|B#v-<{S!l%%Cy>Cc5okODfoNg{U0kH7t z2rZg5;*quzxlUk_dlJ!Cg6{;z;ZGr3eBX~X6}Rd4?;#faP7c?uom3E23I-0(B@Hvz ze6R<)7cl-JvroTisVAE3vDICIK5Tq$aDc!Blqh^u|}}_sL>?Z&yq>1%TIw) z70cm##^b2h`IBmnic~w@Hem`m`v`Vx;+A4RVL8_MYr~+Nh^i5SkS8pD9Um!}rTCr( z$z`{?p=X}`E@6vW(2Br4f3pBT2BKvvLSi=keE2lO7c(aaUyo7}8Qenm#cw%*i4qDqhLiJu zramS+#mCPD>e>Ms>C8D5}8mE27^O6NgWd4!gT(6SsrB_`XyFTTs=$g9qqSjMfd_ z6C0Bp-0jvsYq%&U^0ZIY1-1sk2+U`;E4znI5q`fzb+tNyk-uWx(w2F~1@>MiqU~cv z>cUi=-H5>O!~QSivN9E^p;xw9#}rjBMdB;Qcf@@h*Sc9>izd{c#tWIZNGwhTw$mq# z-Ut_WXELDmCrv2Lc^oMS)6LWs0P?I7JtjV7{(OojH7MA5o>ePd;T5}P7x&B`p_t}( zM0nyY)nF13*K7}!W{J*&B4vfMu@V+<&2|3KI!M;~VJBDnSn62)JxZ41sKG)zf9|>* ztv8<1J-SY9>hL4^2~GsLGsm1x@qOtDQ3SPO(Kogp;iohgcQs7t)QWc7Ch3=yAyj@dATDt9VYPmWk5;RM!y)5uG2c-N)hK$F>Ylp0-cz+cP(@Qkb+0vg&M}_fGfm|^rOJ1eiLxJ%xR7S)#xQ5b zA>4UL7q5&}PSV8{3$owbyACav?IaUeSnS6pI(Ljzz`C}Bj}}gM=vJ1QU2CQdnK2 z9Zit~(hKNn!w=)&VuVn}xs(sD2$9-*5P65u%R4QE*vcz75qvWZ4NIe`q94!3ESP2& zuZCrV4k`1(J7gE#upi6Mphscu9WYW8oCIWKq&Px-d4R*1xyK8(_Ut#IybY=jk~+ZF z+(@!+l4N7>WHuJ55D6qx+ml_OZ~yK1EMb(%X%<>w@`rii6XCsd zARX*VAJIj0KLYw5qv5+^g0yHdtg*v$c`SA$0SvqjMOg*Q1I{!hCrY3AG;y|8%Bwc{W-cgc&w+qt4Ry(2|%mE*9yhy&Ko15gwkpUBD*@^8)?|1;Cy|M@aIV6fqR~ zrX5Okw?(Yp-YoAqpJXV4jf&3S6RNnHV9I*o^p3`gY7(z4x5@{<|B*29@OcKs7h9ET zuVb#G5%nM_#+uW?EVvWz8zCaVO!gm({|(hPJgn|^!k7FSxCeWFc3~l0r@qmb4kH4vJVZ^s zrNXma=Cv&84s54(+SO1(EQu;H&vV<93i8~BGdckzx(ad63$pOX6$gb>#Ir`6yV+d~XWXZ?x0)tm}IbJW$EYHw!VU%7* z>zQgSi+Zmu9*En&0I9w|QcFsc1Z@V*IDFvrc#&%i%eDvK&KTajp|}T9n+AM`(5+No z+QREOB=kX(Z|Dfq)hIB{mKK^-*jl5w57k@&zWw;JyZfR(t}b#OQSbGN?V3{9EkYF? z&_^PXQosD_Ic8oYKHSere8X9sl2he(cSwzGkdgPRBLLAkPBL4H@~?a3*NW~Dedk0t zbNRayT*AEU9EjL&M!gjeqsfs+#7P>Vd8gCRZxK)@s@>DY&9c}_5%x2mSCbr*D=v-x zp36c4CW-Z5iQbQo8wV7eR|;A5A4m>LLU(KgE#}b1$NjicAXcAqZkXDPCLNAEmcLtf zXuUT|FBX?#*QJUxtjju_uo8*CZ-#b=#y@%)&V0W_n2oZs4Egao(3`Dyt70Ta`fsw0 z>z9@=KY^FbfO`JW%zpss)&sFoz|_dBFuLS!1iE}_vLm#hkM7uODJ5#<+MF1RAs3zK zL1Icc$U8#PWGq492=Y}_TV-~-I`Nd6-8JcYnC>FNkdLA$_)wemKv8rVKyS0)(r{6& zpjIIi_gblQZ2|sI6_l+bQ&JDbazDKrYRebrt&hnzj`?WBYQAH*uua4 zWP?!}nxQmT#xW2|EQIiqUKr@}0p#fH*Hg+yQNjBhsQ(mw$CW(DO!U0K&1nL8TKS}0 zUCYp`U7_d_H=O1yRj!J^>Z{Rwb(6r%ef!yUyX&0bZc_&xNGCY@bpAI=9du4?9c}}E z$7sM(wc;S*R&=Gn-<0$fyxakVhep3sZOEh<1lf?kZ$t(ov){9qu-EGJY=EW8%Kh0N%RUJ9g#=loX z!OZIQ5TbB zAqOcoi+Hl$9WpP7{C4?Pn`U=*@TXGEKM&4>SXy<(@6;lU%qyB%1(jA3;%!X( ze@1asR@f*4^|})ug&Kb#awUJ;E!6hbe)?e20>or;T>%5a4zT-M&F#OYi1^b~0sWbQ zh*B21aJQ^PjS#I~Cy8(X(KpD6jbIVy3Uww*yoM5jMdNa&C z+bAwa?5{P>)3gEZep8)|IKd>CVlK+xRTqS9T&GDs1syn8RV87nwW!#1hJ3(R2xr#{ z=ML}-fv!JHh|AcIt5eHyx@?KLLEA4trNiVp?VQYR#0Hq=>Ojm|N&>EXIgr136F?fr zhcEq*L(XX$jK^-M|LaR>o&|t%F#^;FA^NZv$&S&O2b+)h7VzdQ;g_UZ0vu z1bokHB`u<{w^MaKaRR=A%I%3vJ*xPgxhf-efXGccdWa)LQp|#zmgzr@neJcDkwnB` z8S>OXtpO3ow965a4VQHSkFRsC5T8YQDW6~7gbno?064JOz*kId?3d=uE(LU&=)ouN zb58mES6C~ujW(N(0HOJIr|MzBK>R>!7hk~Au}6ATZg=2ov;r6Cgm=I*U`lAGn4ZWK zYC**GGT9?oQpJ76a)rf zir;blDB^c_+ipYw=rfqUlu!ZL`58;&^&5cJafhIB<=YXf(pUOj-X~A8CddV3KYv?} zMJQgq!M%L+ffzC0#}yk<{p4cT7wBkL(-mox>I%?x|7Z{<=%F6WL)0vWDb-)tVgQ7` zy$~oJOeod$%vS%XO=g>?U+&*ibYvDc?7I%_D`0LI@w1KgB#(SP(sJ|ZBLaSA&|QV z1E-hl?@uEC{q4X86a@C|cKB}kG=O10s*;hA{0dSdGX6T17xGs-Ax%VIg(Y$;_E+YZ z2F#q+kIViVdLRn@yhP0xJm{udvNu3>R!FPxr^9M%!(U^@>*O!Y+@3F=()NH%#X7Qp zVu8o$n)9+fGv6)DXNIfnW*w#^FgqU) zW1+*28Mgbjhv2lvvk$j~1*AsXtHX!ftHh61#{?&m2=pPzA`V615BK(<0dS3w{(FSy4E}C(Izd16%kwF^iP?8pej0FbLa8;8$=nKBU#Cs`Q_$E%AI9z?g z$`r7LnjbCHI6pt$j9wov3-gWe!YU4vhjAl(XjtI<%wNNGO&Tdd^qbouRZVDXc^Lh%*#gwczO9Q6s_i;x zID-EVj6B*^Tn%e}JYfjKL)rF^C&zp}IW2hFt`67$=>gswtwfHAo5iq7&^c3kUfZGv#+G{8tmRC%_hj+?m3LO4W63qY!;8YnAaY23_n2sUWy zDJI5f2#CacpYCh9)a)0NeH#T)|>hV0e>K&)NK%wQ#GubiJ}O{eEjVV$4LvZf0@*0fnPKVwVxU;RfR3^;E!>bK7HgtjX2dg|I zx5tV8scQ$|y;*%*^lM%}4YoI%TbJ5{7Cj6BtSYE7VIgKBH%uU8hCHH{sQ0#Rcs?v9 zFinhKpn6vd&*sT~F_G5$`pOM3#2uZ|a9KEqVUWr4_O`{s00FJ1STqAKtIayh@l#Xs z2I3)$Ov31sIlnp!7r3AZL*9cz1pdUg;i^tx;NHJ$II-fdMyPzMM|<(KUQ^eX_RLbj zz?3}r=UkhAr{^Hv9#q8Oq{P1is!haY#jNQUFL_q0q79fyAbrhDj#nM5%Mi?2uabB~fcIlCF6{$+gygS4w|kH)OuG zq&Fz#s*VmHZ!Fom8ou1JNAzv7ryb_f^ zHUT}flX*cevXr+dHCTOR1I(JA|lKq0!d2EI(i2;>*Z&>hhCS*dOR~_&(uWA zEW5i!e6!3>Ot!ndPr$NE@lJ(^*ETgSbc@7>u|KaC9&@t`%q(sOSGu0As(v>+ZCw^R zFJlQ`##0WteG%zleU%SYDU$jA=i5sJurogAfJ|!_w{Ivj7m;+9@?dHd6$lHi|Hes) z>=9hTBfvCs5;Rw%l;$geeDFyTK=h zOLPnY`-7z?qIOK2L9Fl$F77q6b_zB;2q3AV#ArWm)UhxZO4i4u6cNf9W;C}8mc~LL zowgTdOo1gCjWp{(JD&GoIvZx{$y{;rB8=A)I8WRz9-&_)*SPhA)|FToUyHn^2)=21 z-qT?o`<}p#6+fiB=Fq~`_T=4QATA-bo#Y%mu_35*a)6pdwOG^H~jd)9`{AIBk=2&!b-}SYsoq0=71#!Pr*;~`M=5xaZc6caj;+hy-G?EKi_bW zqy;?RLqsG}CdkY6h-&)7{l*$>5V?zylB5OVs=q~K-hPSn0G3^jTQPjzL%8 zhy%Z-{UX%JC4ZX*Na%9`U-C&8Ib@iFf#(7g8wRBACl{R^GKSiM^AIe+m2D>nCl{V6 z*5%b*sX6frU#mKtJ1d-IwNCD3w_>I$8R*x;3pKv@Cz)m{sRKsvmCP5XI%>m|&75NI zE>>J7;U7Hb6C_vw+j9}q4j;(J)ir?-Fpnq(qrn<*vsz0xqmf>cq93|v~IIuolb9=?gByUYIgtD!alldHDU31Mv4?7GAGw|xg>r-U9LaVFiEgpOKZ+uDoFQJ_;31tShlf>2g*mz|J zj@kW*?LFOf@Ildb{;%O0^3`{-y4;>q! zq(X(|+!slQ&JJ>OWPrA6>s6$oekuOj=@D2YL>VkO-Q&VYw_UT!eoT78treh^It}tw ze4?w8mA0+%IDzbDMf0=x+w2U`#zkLv87sBZ6S|%8pH2Hp$HFK+s7&O+IA}VI>pg1n0SYwBX^{BDpP)$zj;DT}aj9k@tLao;OZ{kx=&`7q zRJ$d?Y~}AXKD5E*@=|`$sXOVh0j*fngb`aQRRLMbMkVckQbNs0_p&gLy7~f03^C#PSs}lkJ?EC5oB#2dhmhhS>`nol~EtW&(YvM!S zoBDLqcVT13HQ!vm)%V z)Lu^eyL*Ss51j_#Au)92YW{VYl*&OLEV+wPFFZmX23;a1gP;~qz1+JFkQw9r6IfAt z5a7K(GfQw#&>H(nA%5U+5=cv&UM*;r-}5l+Lv3l^`0+4vjI+t_2i$w<6=eRjF0IpH ztiY@DvB|3Q>{#zvkeA!;I&ZAJC5pRf_}q`zN@0+MBTdgc?&{d?`O?sGt(Vq+P3H#V z#!nxYn9IJ=LG;r7nz;5fFHGjH^ZuDHYdpGz?!xYH?DE(*0Jn(!j6>P)OtG_1`UZni zlpZ!yc6Se7xgmZgO0Jo*d2O)*f~T#rKmI;V7wc-VQ7O6~pu|JZ7IJ*7GjpE*E)P-V zP7Gr%AM$CvOi*ok+!11)#tpIR5hf3~k8dv9p2p)K2J^0ouN4E0FCIyL-A}_ops&1} zt3j!OYoo8P2X21v3c_x0*QnZOwmH>x?|1`vWs|}-bO*pCY8EI?PIl@Xbw9PrT?VR> zo+jEaz|5Tx0lP<`P7lZG*!Nv2z80c8H#;dtCmRewatJwFwO@#TAst%8JgMOHGUu%swD_53coo0#8xZB9A+TO z;j$#$_b_|}U#$J+0fRZzTDX>a*gy3arr|z`^h3BWFuk5_M#K7h+W0(=nka5=ZD4-) z7Xbk$%l-0cPGAE`m(qjBDRV5BP4Y!Q_=OnTSuOs>0Y$(`I(+MK@zmqav&Ih0sxAQk zAb035ECN=@YN%dkj7srMsllAk?>vV0eiTh{O@0fm(w1>%Ri7mg4&fRAap3oYyfr&m zy1E3ce`O;;GTFzHM?iHupK?!0PhE5)cT^8di@ML%QDljGd?>nX_AkDD8|Z`-@m#>{ zUc?T`5li|O<(%7XS}e1;`=$$MjZyD_2>qvPMW^NUM_RRoC=R)czKy8J#P52J6NP&7 zx@m8&%j)KW&nUz$i97@X`UN8QMX($j z=?o}Za9;yax+MSkgKEU;Q@~|`Y?b<|58~s(yo;j}u%51H$T3iJI;y3Vnxr3k=RC$- z-|;c5@r_!^lLWCuC(E4SJ0o1J@+QyVh%QqLg!vu)gAcQ9r9x|J_a(c(iS*#ozm*ApKFTqN+88 zaCaWwwBIFlh4~^6DQ0EolK1lcJcX`SnR^u+;`ht@rFeMsEX29EtGPObvlRqN zBJk~6KfIwS*(uZ@JAFmtmpywdGBljMX;TByOH6bM;SsMTfs6+Nbz${wk8aS^`ihaa zJ(7&CPT|KRz%OUt(e1}^@TLZ-i9L#wN~v5OyIi+?^Vnv{nbD7xu64kIr07=rg^3@6 zdT@gIEtL#WQbeghe(@H}STvuXI2Yfmrb;0Aw)$EeQ|L^L5(g~!mcO8?r>*+|E!^$s z4#h#HLkGD^lvxJk6cEiJN#tZ7BVeTbd~WaLS1$80%qq71;bOFtWiac-nbkIBGGnvO zMjA{=zUF#ZJz&b2S$KrshT5Y1WWaL>1Y4L<)$j5uo1-?7HUe9Ki}4M zvA+{j-&VUa(4HGQs(+7Xllf>`s{YCF*<3e7uD31iD<`6sq}@*oh-$gUkJ?Giao?Gx zZz2&MxTH7`=f|s+4^vL}^>4;W=idZ83>2BnU>x2Lx4hfZbY=X6*p#}1;cR`gV;`DY z^{PjLo^d4Mc;vC%$b|aS%}TA!M;07q0fpS-MqY=>m?8TO`#Hy!%dU4befg*5dlb>I zip;HKxp}hH#nU#GjF4+ec)q5{0p*QdG(-R0w~wPq&RO^_VN}hD)q@3XaZE#ChNADz z(HH0@o!sS83TfC_TH0#%s+b%SyvbJS_N}FHLKYwvTz@F8Iz`)#`9((oOQhPr_P_lf zBUy?6#2GWjo8@+mc`;0 zAlmSEbO^k{YDWnwjAgtFVzhej36-{D?0Ju}kw(Q)KVkbEdmAeh(9BAF{pX^6ad;)f zZmKA^E1g`|vLfJfhfDLj=#$rzkJ3Jq_hD(HHGA$y7|cc&Z>U9y`C|`j7`hg`B-teu z(%J*RHWJZw^#2&V^OeAIG1As4HEL?qyID1c2lUY$wxIQiir(q;SXcU3DlAx)73Jy` z+Y;+=7-u1@3h z=o(65W#8PpnXAyMZ!GYaSS2naImpyrDKrpBVB0;;VT)A3?Eh#c{Oa&)xqB)#0<#Dh z=^%Kdh5B*(RRELV7xyn7i%!Q=nY~CD^H+DnI-|S0t?*m6+}xyuolh2E%+37Rm=6K< zNV!j9PtvyQf$TE@_0nm2k-n1fAQi2RbmBsl#}Hqce7%F8VIj!h-if0`f^rC_l( z8>lU7J-{#Qw9>?HYW>uR8F+O-M>^-yG?YTtm_`pv5{Dn+k2ys!?`EIQP9MHS++8`j z9^du3Rp=Ul+q;DLF{=Yr4?KGnFzo%>rs1Vy@~Py+pQBFAA@L&|ME&_n+m2r9ne2ae z)xyPw=L|<*Bsg3QxdsU_nU^rU|H5IzlV6a7D|km)^y>2tR^7oz9Ww=qFE9F$Se-U* zQc;aXA~LNRl7C1*iE-Jl_ok>*L&DpL`=pg?gV>3)t}Y*QwDaDNXJFQRj~AiuAfK^W z5*Pgv{qm)07;VOdTshHJByuh{wR5bKBgbZ1iepqD>4q#_JnXp@1oO8H}U>s6B9fJlagkUL&`+559AxD zheYD&dNwFyI40U0+Sgz-{YZtu7JMVhOW-G)&^0mV6vc4^>?|86#yMvSkDd9X^&0K) zyl=8M?f)z_>1S05rZ`$$ZrS~8Aq{%Ni{mAdI~BrHJtzU1s37$Y3RE)Grvd#Kf;0OpV0d3!PlQ^UoeSYREgJUKwUJG~EeK!atL6lovxtIL1&+`}1d$ zfhN7agzz>OrOyqYEi=`l#4HWBCk0l%iFgDR;pi2#s1z)6u{Oz^O~Mh7@k%k(8ES!p zLrXsPyJ@SbfVQT&d7l!8wBs@{R89IjQ>#qjIwgM_ZP;3j5niJ1FNV%mkSi4!^i=Zt zG4mE);(8T~j;HPtVU23<(%-0B_P<0|{K<1JDR-mTFE9JCGKay4k=e=Ov!Sf%(1##= zV@QP_-*c=Zi$B_Volzx^Lxx7DKZi42l`GrxdLGAaq4Qdcr!dKrYAWIGlm}g?gjYcS zt?in_Qi+n#K+5v+ik6>fI=+mrFdq%H=NGp1;-Dj%ndbM65m+PEREKV-W61S}OiaWq zJoiOUADE_D6Z;zXP`?qYx1}dD{V; z@RVAl=0@B5cpewv>hTM`zWWOMEsXX`1VlZH;n)&6P4AAX)!5$6`t~jVt;}ZJL->0V zks9CdFekpSQ9gkvMs_*o&pHRg+t6D-`}s-(p@EA<0TJajU@E=triJ7RdYeSfB>1cC zDEtcP;NzI!rM&tt?vF)WZ($0hwL#+E^|UiViPop@rXH>DmTEG(W8Bp?o7hiAwE{{% z0}VOCltM7lO7P9WpV6dR^f7s~ASy;d)wP`R+!*ne5YwMMDIhEk^VkIj5PAI&8fV1D zX6={7?i@Ur%=#7j64*(M6uR~PhjW&@f%BTmG#;|g;31w~GOU7$UZGv4*1zGtmj8%u z91JNU;(vFqXg^nCs`bVN(%}HntLu)NBG3oQMqv18#o_bsE7a-F>1aEIS83*Y=G^JB zc%`x4A+iOc|Fss{KxCRz`bCVCBp@TlX~U(7#UoY2B%X)mu*;oO$IKcnl4m0SI@5EL zVaL4L`l?q%V4XN3;tDB04x4FR8_IDpvZC!7)ROvs2w3fzI0YBTO3(&^^jQaUwnrjf zD7=d1s3jc@FX)#Ow)x#1fwSnE{9A?dMr5s7IrO=6ZX@L=gJJeu!dqo->V*lSzb!o z6@6R0wd82T4+2g0x_lYgdoRpgg<(7^vp(gF9GY@VPk+!R|CnBAZXm=4&X315&l>+!XAMEE=JB zf_xPDWa2-(!t6keKpDS$VYJw zG@=3)rb1IobzENAM_zv%1b;eQs`ji+m==qO{Uquo%CBLV7_4iUyM`5W7DGwBUdOQs{ zjWNeVL%}#?h<=h);o;a6MNOJ7S%|=GA>fL!!lR!C6vd|x#meL>m-E8xSMrt#qYD{COaAEEt7@`qNc?8tEv-&{^QSDB zUq!xl9_-yyWDKUoHe)8uRH3c{^~vkJvifFrHm4A)rz2)p!%Yz^c~Y6SB-6Myei?|9 zA_*CaCV!#!&>?+F0i~S#!tZ_4r-#*5vd?7Z8jMcif}PN24LMW{4H@$3cfn<;+i?*I zI0B)bVLt-@kWF{``4}bN&;KcRsLt9qPktBX-V~9?4rvKItfsq~|G;N+)hl;zM@G~F zpU)R~E${~RA^69<@4U>fnd*Zjwyq@9M1SgNwwOSR?o>J0s-EGECA*67wP{#bXTDQT6Iobt%3-oNEy zXZE#!94X=6UhH{+a8;7GW}+4Ah1}srmTPIUdmP~wyGL4;ZMYYMu(;EawVdt>O%*Qe zD;Z69jWtdhdWu8G7vdkM8JC?4jO4NlgIlh(#>av3xB_9!_m2_hpt=HIah$)M6ipNg zR+4J2PrE*I`OKfeqK#(A95^|*($ksH&bnbrY7VckfL6b#-#v4XmR7yj1E|Hx-p~u_ z=ZQ1hthIc3f951RzHwcwPC-+zHTtZ*1G_`T+M&gi2?WT5(c9P$qb*&Joi4A-GM|CK zbF*#fujmi7$7=@6x+w$A{%x{lsPL=@|4lBwcp%2QE~w=eB`(i4q_-yP|K*!vG?m6S z+8ElFT5-hy_p*#CbtR`>n5?eq)-6+T}2S)azkP%SCL(hN?=b zsj)( zlXixi@C4g2ArqvbTJ>qL>c2Z1ZxF$n+x@DOBazgVls_`HrpD#T#-k)cz#l9jt{~X~ zbhfO$vm$P+o=jZwYX%zaVy7q-91C+C7+rzvJqJ_5;D^dGB7=zE8_^Im8QKA!9HCwk zlHy#2u=n*Nli{hn-Vu|EjC;8%1h(FEty;&1M8*D zWB$2$VkUHxT)?%YOMaVGAknES`9b=IrCBB19?V95l}w(*xs1~q3d`hkc>6<>1)*Z2 zc~qJ*IP6{lg(2B-1N88xLVYwz<0vYUex>&q7C^Z;e2bG6xok*8XwUhzXdw-JQTSb5 zVluHdnVGXR`WkX`5!d@5E$Gu19RSQ4?223qqB2*_{z7(7(e z2$=FeC%t1Z9En%Un?b~zjOJv- zGRX+rZ?-%W|FZ4;6vf`TM=q}Yh7KltIAwuhzq}Be?-wEH9xkmF)j#0JRVDlGT{iiQ zOL*Iav0uWD(Zv;wI+6?{G&9O1Uyp0;87lho=rh4?kc6Xn_}I^MgH4Z2FB@BlRWVs) z3HbR)^J3OBFBf0Pcyfz@{O-$(LDeRIQ`n)emBsXz$$Q}}B66h;AMNJHLU!ip_g9}_ z4^CB9dTYM@`d#A<_3uHZVfCH7p1RGq z8>;?BWb_o^au@&3QXM8s02jOQ{u-FVy&_usopG!yt>yQm&+phISoy~kXQpE{j2jnK zB89%2m!mVjZ(-IKdfDt`_nY@w<+AZrC0IY2s_paHUj|_cFyx>}e@-H#U^pKF#tfl0gdwi8Y93p%oq11z#+-!w zQd-W_wW18uU=!pgHLHuEx=4jp}8oz zl~EUnBU%BB#T{>1{WtlRsO2BmlW? z6evpi35Q0w?18wIDV#v+y#05Qwf;RV+5)xgHaPf63N;VED!rxoA>7l!z`Plp??=~q zb;u|>(ps!A&+KU9zK+S-&UW7Wt$c?MdJT7N4Im7#pR4|Kcdtu+g}PZ`YtY4Y6=_bM z3p8&E;17n>6_qu^9jrMkBo=GfdCS_dDL`K)Lkdw!>|a+7;>)u2B)qRQmgVB(*w@jD zCBXcxCYlk|H{EXzo>imDPwcX|eXsC6p0n$LIGv2&Ba6|TYmVw_OS5H6TUK>Ypq5*6 zWMaT9=})vqr`9K|bH`{{`3#3y<|uKc3HcoHp>-K{)?-0XVT|S_txc1RPl)3_#>te7 zn?-rT(Tz2E7_oZtcHm-(h3LfN4@~tJ=H&>SDek0xnKerF`b3+YDTLC*-Qhm(l%}mw z(Yq+l7uvB~9_O@g9(e_3s}yfjF)P1ohjk2@P|I-ho?8v#=@Y9{-Euye`W9J(kIQ25 zNjH)>rR8H0CKpMhUgz^#B#PorW91iTc{35t36Q&-q7AhmA2wfZok7XNp*VARv=h;O z=T@15EgpHZ_d~Ftw(*2S&Vbn`p^Co6Dy?WYww_Y_X?YT0*!G8{dv3u;&kk##UHX>T3(Z=5pI!Q-U=@@-l0rl7mfIuWo~w24ThNaUcOHI z*RU+AZmsm}(0igS4NJxn5;ZTHrn{ky-ZqqdZ&@^^yQlhm`Rj?ovWtS!!r!k?EDm;1 zECXfpnUbV-aUyen>>dlRg5K8L9FzQo9Cp7k-&<9BJG)xm$cv5%o$X%ur1N{!P(pup zwY!U1)*3iK(IArp_%m-)BnK@ZVJjhM<-SkjE9f`FUiyEBOYx zRC!9`q?JrP(cMO6u2uFYs;2Qsx9&TBAEUX+n{3EeDYgzr0r*62+9cgrg(D{E8I5ql z{;56j5pbx_f>s?jFoD;TEZ(Vf*@GZi`n#>ZfPT)H7luinc(z-!9qp?JXz;Us;XUZeCYx+Uh4>m4Cg zjj4U65GHt}{)~KsMAg(wEF&aX>k&Hdo8e<+N?|HzCAG&ddOA^ zoV_OOvJ8YMl3CmXfv1$BcAZAq557CN+4pzZPaodb8BbjZNC;qMIM4rX-&ZVJq-MWp z@*MFXzMzAiQD?_@S&iwm_v-8mrJ=u|o(NM_`vF~$>TNkxX(ac8<)H7_=$gWBH@_X- zz$Q|<#xif}2UI8O^3Z98L4-oc;8AVOLFZ%OP?u|uaBl_ONWa4wlc+z`w{(<%gS+J> z^T900MJQ5YN4(~g?@9@bcY(Fft0hJ3(sH<5WILYP5L=ZPHpVnmrD!M<2^3kX$!x|b zA(1-Jd4AFQcq%gugs^Koc%$6PubsTj$Za`H1eqdYLJ_OrcspY*XrYbhpj#9PyCD4S~QZwUIYC%!t~JCP^Y5 zq$Wv=s4i7BeOy0r6WwGCOr5@C8L_xc!zyVe}S-^T@Nr+!ihpwhm%7WaFGQBbgw2Iaj8c?tf?REbuznzh@q#plGMm z)^)15jiswfigUa0bk0;gYW`|`$(a}<(<2a-VCU5D(9B1NaWHWjeVe$O+9l?yY3&R{j3bqD*)qtKDkwVQYCgN-Ivx4j!E#TB7F{xx4O~Rq<{(rkz&pywu~@d zT&>bzc-uT-WNwjGNDmI)N0Vf3bEq_!sEdT+>zR55HV|7_*2gjubY_@s6U$_)4Q>#2 z>G!k_2=EAfoXelfRhcUt0LMGO|Mv1k)A6N6W@(E$Lt>3oJaLZJaDGXWSptXaNK?`3*n{FcVGh(eTbC?AHn7AvQqgs z-qrPzI`-LHbhv1VUWModUUr(x20&|+dc3Rjdn96nfYF`YXtJk27goO?b6dgK##35x zk+v>uXGCpYDZ7t1e_5|Gdwd8!K`)GJ#ZqEi7?j>Tcr|y$lME}r7)W1}6-Kj|QM@C?8v*{pdNDUQXV`gG5+^n+o4Q3A$x7aM~%_1OSd1!V}Se=m= zl4`-#FPeN5X|f6Lf5SW4!RCu5d}w+^9cOw9oN5*_E#2z$HFWv4e&2@fi-^qT^LAe^ zDvGj7TCd1ZTMfjUFU=+04N__mlKKOnk35L6buDyCf;kmhbBXxZySsCHV_@mAT0sDsp_x{EB z6z6SZFzcEgAz%>d_-LO0uxh|=zrn;j)nQWu`(a^(9;Vm47t44e&z{E2?5wt!P?UfC z>6{|!libVu*#d!T3 zvzQ_odMUbmJ3Bb(Z$VPO!tj}J*Ry44H`D}Cb7&5u*R_tuBu|A!>_n)rY;s0So32;b zF$@Diq$CZm9RjVB@JN3)on%dSUfAu{-u5pg_L@MsS%_Fi?t+TqDcrWR(J7F`;`jc1 z4}eQ2g=8nuC>9i9CC&QkL|;4vJQhsCx>xMRTzcBIcXaVIJp_J{P*R&I1Ej`pK>FU@ z@kKK=Xg70%yZ5>6W~O?aE=E{1r`zPIB#YjSvCMb?EAheNfe6g`y*uE*O3Xm0ef#n6>yP`o41e5b&bjaN{eI480Un%jn}%_! zescDYKaxzIp-*n5Wl|xVtz!J^KA?&y5qDIzGh#0(zIALgi#Ok%rb2ij+7p>xzgqYt z1TndkJod8UVu!tlI7jVG0<*&tsu^3yf?u$129li3d66dn3$p7($&03Hl>4z^ygYS9 z4enIl>j8@A{7>a3Lz>(XYXU2p6}DPQcR$Dd!wGEO)VE8mH`yIuzQMu>R0bOU{T1w& z3Ji6c9jUS837sWzVTz6sNe!V7hNy$yVC`S-;LDacV#1N0X-57(cvOWOWb9mny{0>F z_b{qk>rwcA0Vg8ZESc{*wFbzidlwsXi0KoxA!FX3FJ#4V$+;P(PS3%4Pqv4cXz35; zk)8asD^UGnw1e!uNynJ5k!PNNc+K+kN*YSyN=VeRjfaaC(VF$hPT9$u@BD5p?IyIo zKhwR=QOc1xRFzjcLP}>Eyb90_2MzV=cDW~0r(NZ{IysvCpccZm_^Wrum+c1R+(z|Ql_r}d zE62XS&Z6nXSO=;F`5QMr(P#X{N(aRBGltW1eE)FN54%PTq-YGl#@-gnzr6S8Hv{uu zW!3-vwRz;4MjX6)-sPLkzrEr=9pj&_SRpdQ>0;v~Bl(NJ5cq#^_&;9DUz$^1{|SviGETEAP{Ki%lTNbE{@&uevC ztSbaa|9fEY#~c0ip&LVlkg#u>m^HgoPmXm;D@bg{fUuN!7=99DK4X9bzNr+P?C)bI z8?%v@!W09pRKGXdvA(>rd%!Cd?Q2$bh78?fzL}GF_*Y&`MwV(aeIQx0M~($j zd5lz1JXk2#z7LLY6?W!cVlpHheA_tGAz=#OUo?RP83SCu5Tghi6wq7v`iPp{4(D2% zC*FUscz$L4@8|e3;^`Pq7AWfyz%qoxjSvQK7O`OOdqb#Kv`QyVA7d&VqV{^n4g;}qkK78u2YGjVWzGbC~Ta!_k1M!_cNEciI z?8a!I*Nu%haT*2`rqLi5FuDi<8KLlKSp9&n8TAy_i4T^;d27;{7U^d{!!zYNF${&r z)1VdAC-U3rVGu?BprtQfEHM)}6@|{6CK-}zdRm@mw#D&+c1a}7woQp&%}D;8A-|47 zls}WjeA%6-GUNK|faSu$MfsbBks)tR z8P|2ZcW{oC-d9u!TEc{1h8aQohdg}#&5s8 zey2Z&tFv$GaK~0af_EYpF`n7-0&FJ7kNCp5$sAn_F5k+a7pq^8Y9dN^D>%f|YhPHK zRo@@pwDoP{6XrBn&QJ>vodeSQEs)^g8~frf0p!K%?;uej7OYo!ppfP3%(g6l8UB;B z?a6kHm9X?k%B3&Axv>@s!cR~hgc+T75CU}KW077KGuUa8ad`=Px>uFdNh_EqJ$oFx zWxBl7_Q~kLCdeKdaF!S5^$Q=PqH5EtbqFIW;ymGM!eOLVq&@yC$&WjgQo2>du@QiQ zC4c=*O!leN^xesH+`%*q7511f3?d}L?PI18P-$_v_s3p|ApA24$VjAw!_r?#`_p?P z1oVLI+rWeK>PFQL!ldA3&V-LShuuoW7H$J#7(9_gz@)-S?->qXP!5 zSq_eC=`3zMjru;-e1h(Wn>0@kpr5nlgl`P5ys_OA3fmkDirDg=3Y>nb4FlrX9ws56 zu)D1=`S1k5$HAr_)0WJCIz<~qeNqRFhd9^Hq*>y$a2JzQzM5P|j)%H!P3-?F-6cF%e0y8QM@co^c4%F-7pMG^?&9p;Ukk1CpFdYK7HAn{VEXq!W))9C>!U)E;Vv8^@0vzlZ=K6n zZ}FY%m8543bbm zbLv1TsN%mNhhMbs#}p(%m}%wYJq280&nspKQ^+&B9?8bsPcwqlvd@Y=SXhJm&RsH+ zv0izz!QE3Lo=~aa6s=iTO$}B3FC&eoe&4M%F`cNJXoFkF1NO?ZPqe?1huxw>nhy~Z z=NIfl#AY|y*(^$%a%_=4dn0*+&qt$6359yRhi-pmI}8FHyw0HAhwy_iHt}HX&iJU@ ze7kOV*mvO4Q1@aQWU^90clr@HK1+~^ta|@~RyQE-(4T?Mq?*Ej7o92&P$29<{tcuX zq_MDw)lNn}{C;44;O|K3w@&&|q)vl??6_=wPJ%Gff(O>h5QP5Dl;VAr-5tT23(}(A zwFzH0ZenhSV@oXSrRLI`NCm>dx0TLLXt7vNrzx8;uFrkO*q|@LjvYH2sB`Vg-M0WT z^MZl(j!88%wepG4o&feEW%Gqup_x9~A8}VD$ADD;l{TkOv@k+t#bPC>tKYWv+^nZj zj>^tQ4{Mjm7;4H>DGE2rB_0HL5Ga|^c~9oUR})K*xr{dC2%qN;UUQ?JN%dReu}>45 zfSHPowlT5x*wjYV-%$RBeP7CWWwrbYCIAD|!&1>9Dm@gO-pUELL=CiOX%@wv&}(Dp z&!Uay>nYjinr(mKu<61Onp0cQQ@-|rzh4z15?YopuRfAup+2qvcW=*`SQr-yQ}eM= zSj;iNJpSl$R!r$$<-NT@Zyo;=tCzzKRW<6%-`9#khz6Z%hX_&{s z6`*<-9I22Nz$XRA)sv&DjLfkD>Y|@tO$4&spJkVEr@ITt#OZ)+64FW=KZ4V#8$Q3b zV%HW)KLJE|>@`EYqj`E^(VAsnu6*5Yw1*N)kTzE9jt8Xy_k#sIQNU>fU~{IFs{5oh zdk`?@xy@iO2O{Ex-PmRBPg3TA7uBG3dp3~8;DH_Ch8@`JD#R%;@T+F~BIXq>{p_hG z@XZzmgJ_U>FLV9fb#b3qSd31}^>x=+(GeMcN3GbjVMPz!7)b{}7JJN8zwhR5)kh}SCYZtIKsF)PDI-}Ud5Rs|PMOjF{iJXAK8uK5L}QK%*^ zm0n{rz^MRC zM^s_vXl-#k5*#dgyIn|}@JhSU;xj><8WWm*kGx!_ydqLKVsP|BeDf&-6Q3>AdPpcT z#GgKesaE4=N3nUOm1HFOEyKRJv}s8!lr+T?iy%$&<0DRUpAmRi_H7=As_b!$TJM2z zc$(oEafl0TA)Z1fKULmog486d%*%N;KRnJ|0pb`@(sDo&xl)PP>qH&|sRXSB5}rGs zf|!j-u+U*OKk4viGlCL@n5J#%QEi+7EEp#O1uJcJ3_gRHe%bR)>+}j%T>*{lI4{j+Ac=4e6 z>MVS3O%LPjWbd~{6NO$QT&J<`<~%v*aYKog(E8rcY1p2w(sGsty+Md9c_L#@Ac%h8 z!f56A>`w2=2Re3169_cqG;7BfQI1CHDxHLu_vhxRjp$n^sG#GLD^npi4zF=cpk$7M zzMxE0ZemEeNX2}wguV|66PCV*2;V60-gS=+l#sLD056>NF`n=rcN#G{%qh|WLC=~V%Z+@( zOu;-qJ-LA2no0^H#{wgY)XI@I4m^7U19_`))8ZVng7cU>ZZ@Ay)y1Z^jqvc1p?(Id z9ICi_!TPFTiouKT_j)tpOzeDevg!zdBDy()eWFI)5~dFODh|Zn#+f)1@l{-{%EzVU zW$|#fCAAW_+8<@KK0%*nNLmx9);^M!`J3l2B7{R$Kog51n{SkFq)lqt)!SN3vY1VA zUSkmtc$2T!B|A#skbSj+*|~A#+B6&Qu)YK=6}r`S-A!#&e)MVzN0XM6vzDh|9AW#w z>!Aki6L>Ail?SqA->k&1Ye>Pc$(IiNdc9deNOmo#88FU>aOR8?vmhg!#;m6-(U>+( z;?DI%&iOZEbpi49VTvGZl5#X3mEk|%*GgBkoQ?{<-78_+?boBq0(_3s;$aHqE$@{m zkS>qeWhntkqRHy4Rxb4C8Uj`3HcH9NZ&~fe2>Bn1&d_VkWJ;vDeg-A~(1(YT6Fa4< zb@xQw`#wGwKDE6S?_L`mwzXBv>si0iQDW0q7wRP*C7U$h@)~9jny? z75T3MBj`a@J2|G6WAKsRV#|r322w%2L;R@4zmUZ59`k=Sp~a0S+YP6mklvKm2`$u4 zCE^>_x~aSxx1E*}nMExayA@|SgB(9J$bh0Tp2xDz-z7uJQ5TfvbzTnUexJ2iws!=J z;O8#u!&wi?x7%ONi}bfMZ#V$$FO(ED&<0RVU%;8Xps@KycyiP6C^Bm`>&kPGB6nM7h|lyiCmx_l~rkdZJ0|dw%uL=>Tm6P7PE*ii(jw41$!dRY>{V5V6``OMN#8DpH-HxO1iO9XP$d>-5W{oBl( z{eCy>JUOu}qCdr`Wsx??PNIm|0=UG}6Mo~@LaKVM1&s!_8&oXq6n5Dx#5xV*BtKmi z{T6c~=sq5+Ax>>pDloq`?~hO?%qn}#;pNJ?SghM0*MQ}@K@ z!U#^TP!&lfc<5%CcfC0-_mxh^Gsn2BqFbN)p+AuLeeMn+`sYQ?4+WnQM6-&VURd)B zLKP&kHabK|0|t+21q?TcpVb!}#d@*Q@p)|>3axyz`kBuiYc54U&1anxD~$EC13iZ z78Fioo}V+cVIcvxechY(HX?|Z$Y-cb)Xb)S5C_E*xRm9rLS|CcLPTy9g5g&VZ?=1=KmOgEr#8v4?DJd~$p-)zoIyp+{xymI7$(vQL-JoPmP;;BA~j z4|sLlAFe16#&~aks4kOm?ahtw(;Z*VL^UQ_W>K@r^EY@h3yagh*>iU9S6D{oz8Z4z z6Ymsdmudq2iuk>N{8syp-;549G>dGi`0@NnFQC8Nh zwsj^flsG`i)yW%+avkT8lm<~k%0DXo;T6zPZ*-EpTuiTs(fM$0=8W(0+hI!8o~+{% zFoWSehb!0EEr-J71Ty~ybd&b4oErIM<}a0gbr@{wV=YXUk^{t1S$TP)Kn}%VxWlI( z56KOB80xpAVEu-NB2jkhd}WC!xi@|H*leMD)%CK(FRzp9>ECpU{`FMKxtr6}(~hRU z$|cZuBg{v{reTPQUmyykEvL#afZ*8^Vgt7ma%(SGSzOl3oF3F{i{vHO(nCf55W}5nKE13dxZh}G=;SH*Vkh2|Q-X|hS%z2Ep{VY{T|JG|( zlmaluX*lHHuvo~KyrQ4xOc8lZEFre1UiC?-oQ4>mWfUVl`Ae5G z(P1xA#%mmxzWwv|-|qE`HQTf^8}{K01yZ`4-7a9uQVEFRqs*L>5)F|kMZe%?*!eO9#A75u^3%T!_7z%9FM6b*W1H?Wvs#+3d0 z{PvH#fkptss|wztI))cpSSzyH4fMd!Z$y4fC|1$I8;V`a7lSy=L~lC{H%Qc)X&xNw zr0*~s3Ovw9Wa{R&mkziJNsMjAoy@2t3^yiYED7v1GhM%4vo&sKX&1+(W_^qAW(=M( zppsWpmzyjs22h#(+fqHuK3Dm697{j?}FL37)iy=;--^9iZ(r5A1YHj~bUo*M;+1`duN|I-?`j z3w?xa!T~Tpbi&B@$Z@&Sf~j@wuEb^^Ikm<12N*tvJL8$~QS0!wADCJrznto&yGKo} r9nD1m_p@&_r&t|1uKy29mIQq#L|*mG-8K6d_|ehQzgBwHF7m$tJ@bf4 literal 0 HcmV?d00001 From d81d26ead9184455c2c9c569e9421546e3b51d79 Mon Sep 17 00:00:00 2001 From: Nima Rafati Date: Wed, 16 Oct 2024 13:39:16 +0200 Subject: [PATCH 05/10] Add last slide footer --- slide_r_basic_statistic.Rmd | 2 ++ 1 file changed, 2 insertions(+) diff --git a/slide_r_basic_statistic.Rmd b/slide_r_basic_statistic.Rmd index 065e9cdc..3459694e 100644 --- a/slide_r_basic_statistic.Rmd +++ b/slide_r_basic_statistic.Rmd @@ -417,6 +417,8 @@ class: end-slide, middle count: false # See you at the next lecture! +```{r, echo=FALSE,child="assets/footer-slide.Rmd"} +``` ```{r,include=FALSE,eval=FALSE} # manually run this to render this document to HTML From 95d5a0d79545765da493d2d8119059956510fcd2 Mon Sep 17 00:00:00 2001 From: Nima Rafati Date: Wed, 16 Oct 2024 13:53:49 +0200 Subject: [PATCH 06/10] Add last slide footer --- slide_r_intro.Rmd | 316 +++++++++++++++++++++++++++++++++++++--------- 1 file changed, 256 insertions(+), 60 deletions(-) diff --git a/slide_r_intro.Rmd b/slide_r_intro.Rmd index e9ba2404..baa159d8 100644 --- a/slide_r_intro.Rmd +++ b/slide_r_intro.Rmd @@ -1,7 +1,7 @@ --- title: "Introduction to R" -subtitle: "R Foundations for Life Scientists" -author: "Marcin Kierczak" +subtitle: "R Foundations for Data Analysis" +author: "Marcin Kierczak and Nima Rafati" keywords: bioinformatics, course, scilifelab, nbis, R output: xaringan::moon_reader: @@ -34,7 +34,7 @@ count: false #library(tidyr) #library(stringr) #library(ggplot2) -library(mkteachr) +#library(mkteachr) ``` --- @@ -44,10 +44,11 @@ class: spaced # Contents * [About R](#about) -* [Timeline](#timeline) -* [Ideas behind R](#ideas) * [Pros and cons of R](#pros_and_cons) * [Ecosystem of packages](#num_packages) +* [Programming language](#programming_language) +* [Packages](#packages) +* [Package installation](#pkg_cran_inst) --- name: about @@ -98,123 +99,177 @@ name: about --- name: timeline -# Timeline +--- +name: pros_and_cons +class: spaced + +# Pros and cons + + steep learning curve -- + uniform, clear and clean system of documentation and help -.pull-left-50[ +-- + difficulties due to a limited object-oriented programming capabilities, +e.g. an agent-based simulation is a challenge -![](data/slide_intro/Ihaka_and_Gentleman.jpg) +-- + good interconnectivity with compiled languages like Java or C -* ca. 1992 — conceived by [Robert Gentleman](https://bit.ly/35kn99L) and [Ross Ihaka](https://en.wikipedia.org/wiki/Ross_Ihaka) (R&R) at the University of Auckland, NZ as a tool for **teaching statistics** +-- + cannot order a pizza for you (?) -* 1994 — initial version -* 2000 — stable version +-- + a very powerful ecosystem of packages -] +-- + free and open source, GNU GPL and GNU GPL 2.0 -- + easy to generate high quality graphics -.pull-right-50[ +--- +name: programming_language -![](data/slide_intro/jjallaire_siliconangle_com.jpg) +# Programing Language -* 2011 — [RStudio](https://en.wikipedia.org/wiki/RStudio), first release by J.J. Allaire +-- +> Programming is a process of instructing a computer to perform a specific task. We write these instructions by **programming language**. It can be as simple as calculation (like a calculator) or complex applications. -![](data/slide_intro/hadley-wickham.jpg) +-- -* ca. 2017 — Tidyverse by [Hadley Wickham](https://en.wikipedia.org/wiki/Hadley_Wickham) -] + * flow of _data_ +-- ---- -name: ideas + * Data is collected information which qualitatively and/or quantitatively describe an entity. +-- -# Ideas behind R + * Data is collected from quite diverse sources (data types). +-- + + * Data processing. +-- -* open-source solution — fast development + * Data cleaning. -- -* based on the [S language](https://en.wikipedia.org/wiki/S_%28programming_language%29) created at the Bell Labs by [John Mc Kinley Chambers](https://bit.ly/2RhDqUx) to +```{r,out.width="75%",fig.align='center',echo=FALSE} +knitr::include_graphics("data/slide_programming/Data_Information_Knowledge.png") +``` +--- +# Programing Language cted. -> *turn ideas into software, quickly and faithfully* +-- + * from one _function_ to another -- -* [lexical scope](https://en.wikipedia.org/wiki/Scope_%28computer_science%29%23Lexical_scoping) inspired by [Lisp](https://en.wikipedia.org/wiki/Lisp) syntax + * Function is a **reusable** chunk of code that performs a task. It takes **inputs** as well as **arguments** to process. +-- + * each function does something to the data and return output(s) +-- + + * For example `mean()`, `min()` -- +--- +# Three things to think about -* since 1997 developed by the R Development Core Team (ca. 20 experts, with Chambers onboard; 6 are active) + * what *types* of data can I process? -- -* overviewed by [The R Foundation for Statistical Computing](https://www.r-project.org/foundation/) + * how do I *write* what I want? ---- -name: packages +-- -# Packages + * when does it *mean* anything? -.pull-right-50[ -```{r, out.width="250pt", fig.align='center', echo=FALSE} -knitr::include_graphics("data/slide_intro/packages.jpg") + +--- +# Data type + +```{r,out.width="75%",fig.align='center',echo=FALSE} +knitr::include_graphics("data/slide_programming/Data_classification.png") ``` -] +--- + +# Three components of a language -- -* developed by the community + * what *types* of data can I process — *type system* -- -* cover several very diverse areas of science/life + * int — 1 2 5 9 + * double — 1.23 -5.74 + * char — a b test 7 9 + * logical — TRUE/FALSE (T/F) + -- -* uniformely structured and documented + * how do I *write* what I want — *syntax* defined by a language *grammar* + + `2 * 1 + 1` vs. `(+ (* 2 1) 1)` -- -* organised in repositiries: - + [CRAN](https://cran.r-project.org) - + [R-Forge](https://r-forge.r-project.org) - + [Bioconductor](http://www.bioconductor.org) - + [GitHub](https://github.com) + * when does it *mean* anything — *semantics* + +-- + + * *Colorful yellow train sleeps on a crazy wave.* — has no generally accepted meaning + * *There is $500 on his empty bank acount.* — internal contradiction --- -name: pros_and_cons -class: spaced +name: topic2 -# Pros and cons +# Where to start? - steep learning curve --- - uniform, clear and clean system of documentation and help +*Divide et impera* — divide and rule. --- - difficulties due to a limited object-oriented programming capabilities, -e.g. an agent-based simulation is a challenge +**Top-down approach:** define the big problem and split it into smaller ones. Assume you have solution to the small problems and continue — push the responsibility down. +Wishful thinking! --- - good interconnectivity with compiled languages like Java or C +--- + +name: packages + +# Packages + +.pull-right-50[ +```{r, out.width="250pt", fig.align='center', echo=FALSE} +knitr::include_graphics("data/slide_intro/packages.jpg") +``` +] -- - cannot order a pizza for you (?) + +* developed by the community -- - a very powerful ecosystem of packages + +* cover several very diverse areas of science/life -- - free and open source, GNU GPL and GNU GPL 2.0 + +* uniformly structured and documented -- - easy to generate high quality graphics + +* organised in repositiries: + + [CRAN](https://cran.r-project.org) + + [R-Forge](https://r-forge.r-project.org) + + [Bioconductor](http://www.bioconductor.org) + + [GitHub](https://github.com) --- name: num_packages - # Ecosystem of R packages
@@ -232,6 +287,148 @@ gg + +--- +name: work_with_packages + +# Working with packages + +Packages are organised in repositories. The three main repositories are: + +* [CRAN](https://cran.r-project.org) +* [R-Forge](http://r-forge.r-project.org) +* [Bioconductor](http://www.bioconductor.org) + +We also have [GitHub](https://github.com). + +-- +# Working with packages -- CRAN example. + +```{r,out.width="80%",fig.align='center',echo=FALSE} +knitr::include_graphics("data/slide_r_environment/ggplot2_CRAN.png") +``` + +--- +name: pkg_cran_inst + +# Working with packages -- installation + +Only a few packages are pre-installed: + +```{r pkg.err.ex,eval=TRUE,error=TRUE} +library(XLConnect) +``` + +In order to install a package from command line, use: + +```{r pkg.inst,eval=FALSE} +install.packages("ggplot2",dependencies=TRUE) +``` + +--- +name: work_pkg_details + +# Working with packages -- details + +It may happen that you want to also specify the repository, e.g. because it is geographically closer to you or because your default mirror is down: + +```{r pkg.inst.repo,eval=FALSE} +install.packages('ggplot2',dependencies=TRUE,repos="http://cran.se.r-project.org") +``` + +But, sometimes, this does not work either because the package is not available for your platform. In such case, you need to *compile* it from its *source code*. + +--- +name: work_pkg_details2 + +# Working with packages -- details cted. +```{r,out.width="150%",fig.align='center',echo=FALSE} +knitr::include_graphics("data/slide_r_environment/ggplot2_CRAN.png") +``` + +--- +name: source_pkg_inst + +# Working with packages -- installing from source. + +- Download the source file, in our example *ggplot2_3.4.3.tar.gz*. +- Install it: + +```{r pkg.inst.src,eval=FALSE} +install.packages("path/to/ggplot2_3.4.3.tar.gz", + repos=NULL, + type='source', + dependencies=TRUE) +``` + +- Load it: + +```{r pkg.load,eval=FALSE} +library('ggplot2') # always forces reloading +require('ggplot2') # load only if not already loaded +``` + +- Enjoy! + +--- +name: pkg_github + +# Packages -- GitHub + +Nowadays, more and more developers distribute their packages via GitHub. The easiest way to install packages from the GitHub is via the *devtools* package: + +- Install the *devtools* package. +- Load it. +- Install. +- Enjoy! + +```{r pkg.inst.devtools.github,eval=FALSE} +install.packages('devtools',dependencies=TRUE) +library('devtools') +install_github('talgalili/installr') +``` + +--- +name: pkg_bioconductor + +# Packages -- Bioconductor + +```{r,out.width="200pt",fig.align='center',echo=FALSE} +knitr::include_graphics("data/slide_r_environment/logo_bioconductor.png") +``` + +First install Bioconductor Manager: + +```{r inst.biocond,eval=FALSE} +if (!requireNamespace("BiocManager",quietly = TRUE)) + install.packages("BiocManager") +``` + +--- +name: pkg_bioconductor2 + +# Packages -- Bioconductor cted. + +Now, you can install particular packages from Bioconductor: + +```{r biocond.inst.pkg,eval=FALSE} +BiocManager::install("GenomicRanges") +``` + +For more info, visit [Bioconductor website](http://www.bioconductor.org/install/). + +--- +# One package to rule them all -- the magic of `renv` + +- first time do `renv::activate()` and `renv::init()` +- while working: `renv::hydrate()` and `renv::snapshot()` + +Now, send `renv.lock` to your friend to share the environment and she can: + +- restore the environment `renv::restore()` + +**Pure magic!** + --- @@ -240,8 +437,7 @@ class: end-slide, middle count: false # Thank you! Questions? - -```{r,echo=FALSE,child="assets/footer-slide.Rmd"} +```{r, echo=FALSE,child="assets/footer-slide.Rmd"} ``` ```{r,include=FALSE,eval=FALSE} From 9b652df95f2226ebef78315d8563771ceb07a80c Mon Sep 17 00:00:00 2001 From: Nima Rafati Date: Wed, 16 Oct 2024 14:04:03 +0200 Subject: [PATCH 07/10] olish the slides --- slide_r_elements_1.Rmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/slide_r_elements_1.Rmd b/slide_r_elements_1.Rmd index c3a36ee4..0c8696c8 100644 --- a/slide_r_elements_1.Rmd +++ b/slide_r_elements_1.Rmd @@ -1,7 +1,7 @@ --- title: "Variables, Data types & Operators" subtitle: "Elements of the R language" -author: "Marcin Kierczak" +author: "Marcin Kierczak & Nima Rafati" keywords: bioinformatics, course, scilifelab, nbis, R output: xaringan::moon_reader: @@ -210,7 +210,7 @@ class(x) is.integer(x) ``` -> We need **casting** because sometimes a function requires data of some type! +> We need **casting** because sometimes a function requires data of certain type! --- name: casting2 From 91f21fc66ec71da27a321d8c43a7e7ac283e7584 Mon Sep 17 00:00:00 2001 From: Nima Rafati Date: Wed, 16 Oct 2024 14:06:08 +0200 Subject: [PATCH 08/10] Update schedule --- schedule.csv | 54 ++++++++++++++++++++++++++++++---------------------- 1 file changed, 31 insertions(+), 23 deletions(-) diff --git a/schedule.csv b/schedule.csv index 0e0dd773..8f6fb454 100644 --- a/schedule.csv +++ b/schedule.csv @@ -1,29 +1,37 @@ date;room;start_time;end_time;topic;teacher;assistant;link_slide;link_lab;link_room -23/10/2023;Tripplet room;09:00;09:15;Welcome;Nima;NR, PA;;; -;;09:15;09:30;Intro to R;Nima;NR, PA;slide_r_intro.html;; -;;09:30;10:00;Intro to R programming;Nima;NR, PA;slide_r_programming_1.html;; -;;10:15;10:45;Intro to R environment;Nima;NR, PA;slide_r_environment.html;; -;;11:00;12:00;Using Rstudio;Nima;NR, PA;;https://www.dropbox.com/s/3sy4ou2o8jh5syf/RCourseVideo.mov?dl=0; +28/10/2024;Experimental room;09:00;09:15;Welcome;Nima;;;; +;;09:15;10:00;Introduction;Nima;;slide_r_intro.html;; +;;10:00;11:00;Using Rstudio;Nima;;;https://youtu.be/suX6nsSUXDw?si=Vs1e22GU6UJ4Ty7u; +;;11:00;12:00;Essential: Variable & operators;Nima;;slide_r_elements_1.html;; ;;12:00;13:00;Lunch;;;;; -;;13:00;15:00;Variables & Operators;Nima;NR, PA, GD;slide_r_elements_1.html;; -;;15:00;17:00;Data types;Nima;NR, PA, GD;;lab_datatypes.html; -24/10/2023;Tripplet room;09:00;10:00;Vectors & Strings;Sebastian DiLorenzo;NR, PA, SD, GD;slide_r_elements_2.html;; -;;10:00;11:00;Matrices, Lists and Dataframes;Prasoon;NR, PA, SD, GD;slide_r_elements_3.html;; -;;11:00;12:00;Working with Vectors;Sebastian DiLorenzo;NR, PA, SD, GD;;lab_vectors.html; +;;13:00;13:15;Projects and group discussion;Guilherme;;;; +;;13:15;14:00;Essential: data types;Guilherme;;;lab_datatypes.html; +;;14:00;15:00;Essential: Vectors & Strings;Guilherme;;slide_r_elements_2.html;; +;;15:00;16:00;Essential: Working with Vectors;Guilherme;;;lab_vectors.html; +;;16:00;17:00;Group discussion on projects;;;;; +29/10/2024;Experimental room;09:00;10:00;Essential: Matrices, Lists and Dataframes;Guilherme;;slide_r_elements_3.html;; +;;10:00;11:00;Essential: Matrices, Lists and Dataframes;Guilherme;;;lab_dataframes.html; +;;11:00;12:00;Loading data into R;Guilherme;;slide_loading_data.html;; ;;12:00;13:00;Lunch;;;;; -;;13:00;17:00;Working with Matrices, Lists and Dataframes;Prasoon;NR, PA, SD;;lab_dataframes.html; -25/10/2023;Tripplet room;09:00;10:00;Loading data into R;Sebastian DiLorenzo;NR, PA, GD, SD;slide_loading_data.html;; -;;10:00;12:00;Loading data into R;Sebastian DiLorenzo;NR, PA, GD, SD;;lab_loadingdata.html; +;;13:00;15:00;Loading data into R;Guilherme;;;lab_loadingdata.html; +;;15:00;15:30;Essential: Basic statistics;Nima;;slide_r_basic_statistic.html;; +;;15:30;16:00;Essential: Basic statistics;Nima;;;; +;;16:00;17:00;Group discussion on projects;;;;; +30/10/2024;Experimental room;09:00;10:00;Essential: Loops, Conditionals, Functions;Miguel;;slide_r_elements_4.html;; +;;10:00;12:00;Essential: Loops, Conditionals, Functions;Miguel;;;lab_loops.html; ;;12:00;13:00;Lunch;;;;; -;;13:00;14:00;Control Structures, Iteration;Nima;NR, PA, GD;slide_r_elements_4.html;; -;;14:00;17:00;Loops, Conditionals, Functions;Nima;NR, PA, GD;;lab_loops.html; -26/10/2023;Tripplet room;09:00;10:00;Base graphics;Prasoon;PA, NR, GD;slide_base_graphics.html;; -;;10:00;12:00;Base graphics;Prasoon;PA, NR, GD;;lab_graphics.html; +;;13:00;14:00;Intro to Tidyverse;Marcin;;slide_tidyverse.html;; +;;14:00;16:00;Intro to Tidyverse;Marcin;;;lab_tidyverse.html; +;;16:00;17:00;Group discussion on projects;;;;; +31/10/2024;Experimental room;09:00;10:00;Base graphics;Nima;;slide_base_graphics.html;; +;;10:00;12:00;Base graphics;Nima;;;lab_graphics.html; ;;12:00;13:00;Lunch;;;;; -;;13:00;14:00;Intro to Tidyverse;Marcin Kierczak;MK, PA, GD, NR;slide_tidyverse.html;; -;;14:00;17:00;Intro to Tidyverse;Marcin Kierczak;MK, PA, GD, NR;;lab_tidyverse.html; -27/10/2023;Tripplet room;09:00;10:00;Graphics using ggplot2;Prasoon;PA, NR;slide_ggplot2.html;; -;;10:00;11:00;Topic of your interest;Nima/Prasoon;NR, PA;;; -;;11:00;12:00;Q&A;Nima/Prasoon;NR, PA, MR;;; +;;13:00;14:00;Graphics using ggplot2;Lokesh;;slide_ggplot2.html;; +;;14:00;16:00;Working with ggplot2;Lokesh;;;lab_ggplot2.html; +;;16:00;17:00;Group discussion on projects;;;;; +1/11/2024;Experimental room;09:00;10:00;Group discussion on projects;;;;; +;;10:00;12:00;Group discussion on projects;;;;; +;;11:00;12:00;Group discussion on projects;;;;; ;;12:00;13:00;Lunch;;;;; -;;13:00;16:00;Working with ggplot2;Prasoon;PA, NR, MR;;lab_ggplot2.html; \ No newline at end of file +;;13:00;14:30;Group presentation;;;;; +;;14:30;15:00;Q & A;;;;; \ No newline at end of file From dc6a4362fde806775c3909de318bcd1baad2560b Mon Sep 17 00:00:00 2001 From: "M.Redondo" Date: Wed, 16 Oct 2024 14:43:43 +0200 Subject: [PATCH 09/10] updated loop/functions content --- home_content.Rmd | 1 + 1 file changed, 1 insertion(+) diff --git a/home_content.Rmd b/home_content.Rmd index 43589f33..838c6e4a 100644 --- a/home_content.Rmd +++ b/home_content.Rmd @@ -37,6 +37,7 @@ This page contains links to different lectures (slides) and practical exercises * [Working with Vectors (Lab)](lab_vectors.html) * [Dataframes (Lab)](lab_dataframes.html) * [Loops and functions (Slides)](slide_r_elements_4.html) +* [Loops and functions (Lab)](lab_loops.html) **Data wrangling** From 3dcfb989b7eafa7b20a55bbc75c39f7706812c51 Mon Sep 17 00:00:00 2001 From: "M.Redondo" Date: Wed, 16 Oct 2024 14:46:44 +0200 Subject: [PATCH 10/10] updated packages precourse --- home_precourse.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/home_precourse.Rmd b/home_precourse.Rmd index c564c6ec..e03c7be1 100644 --- a/home_precourse.Rmd +++ b/home_precourse.Rmd @@ -72,7 +72,7 @@ Extra R packages used in the workshop exercises (if any) are listed below. It is pkg<-unique(renv::dependencies()$Package) -pkg_discard<-c("mkteachr") +pkg_discard<-c("mkteachr", "manipulateWidget") pkg_list<-pkg[!pkg %in% pkg_discard]