From b4122bf5acf620a9efc5e757384f97378dcc2ecc Mon Sep 17 00:00:00 2001 From: avahoffman Date: Fri, 20 Sep 2024 15:58:05 -0400 Subject: [PATCH 01/14] Resolve #146 --- config.yml | 2 +- modules/Intro/Intro.Rmd | 301 +++------------------------------------- 2 files changed, 22 insertions(+), 281 deletions(-) diff --git a/config.yml b/config.yml index 3ad34ac1..360e2f15 100644 --- a/config.yml +++ b/config.yml @@ -11,7 +11,7 @@ default: #final_due_date: "January 24th at 11:59pm ET" #grades_due: "January 26" holiday: "In recognition of [Martin Luther King Jr. Day](https://en.wikipedia.org/wiki/Martin_Luther_King_Jr._Day), there will be **no class on Monday January 15th, 2024**." - google_survey: "https://forms.gle/hQ7jdHZSZoDpHAdE6" + google_survey: "https://forms.gle/JAsLbyRDtCtxwgFG9" slack_workspace: "https://daseh.slack.com/" # ta: "Padmashri Saravanan (psarava1 at jhu.edu), Alex Newman (anewma28 at jhu.edu)" ds: "Candace Savonen (csavonen at fredhutch.org)" diff --git a/modules/Intro/Intro.Rmd b/modules/Intro/Intro.Rmd index 42054ef8..22c486dd 100644 --- a/modules/Intro/Intro.Rmd +++ b/modules/Intro/Intro.Rmd @@ -37,7 +37,7 @@ Associate, Department of Biostatistics, JHSPH PhD in Biomedical Sciences -Email: [cwright2\@fredhutch.org](mailto:cwright2@fredhutch.org){.email} Web: https://carriewright11.github.io +Email: [cwright2\@fredhutch.org](mailto:cwright2@fredhutch.org){.email} Web: ```{r, fig.alt="Carrie's picture", out.width = "30%", echo = FALSE, fig.align='center'} knitr::include_graphics(here::here("modules", "Intro", "images", "carrie.png")) @@ -53,7 +53,7 @@ Associate, Department of Biostatistics, JHSPH PhD in Ecology -Email: [ahoffma2\@fredhutch.org](mailto:ahoffma2@fredhutch.org){.email} Web: https://avahoffman.com +Email: [ahoffma2\@fredhutch.org](mailto:ahoffma2@fredhutch.org){.email} Web: ```{r, fig.alt="Ava's picture", out.width = "30%", echo = FALSE, fig.align='center'} knitr::include_graphics(here::here("modules", "Intro", "images", "ava.png")) @@ -79,8 +79,7 @@ knitr::include_graphics(here::here("modules", "Intro", "images", "elizabeth.jpg" Please introduce yourself on Slack! -[Slack Workspace](`r config::get("slack_workspace")`) - +[Slack Workspace](%60r%20config::get(%22slack_workspace%22)%60) ## The Learning Curve @@ -108,27 +107,13 @@ knitr::include_graphics("images/low-five-high-five.gif") - R is a language and environment for statistical computing and graphics developed in 1991 -- R is the open source implementation of the [S language](https://en.wikipedia.org/wiki/S_(programming_language)), which was developed by [Bell laboratories](https://ca.slack-edge.com/T023TPZA8LF-U024EN26Q0L-113294823b2c-512) in the 70s. - -- The aim of the S language, as expressed by John Chambers, is "to turn ideas into software, quickly and faithfully" - -```{r, fig.alt="Bell Labs old logo", out.width = "40%", echo = FALSE, fig.align='center'} -knitr::include_graphics("https://upload.wikimedia.org/wikipedia/commons/thumb/9/98/Bell_Laboratories_logo.svg/2880px-Bell_Laboratories_logo.svg.png") -``` - -[source: , [https://en.wikipedia.org/wiki/S\_(programming_language)](https://en.wikipedia.org/wiki/S_(programming_language)){.uri}, )] - -## What is R? - -- **R**oss Ihaka and **R**obert Gentleman at the University of Auckland, New Zealand developed R - - R is both [open source](https://en.wikipedia.org/wiki/Open_source) and [open development](https://en.wikipedia.org/wiki/Open-source_software_development) ```{r, fig.alt="R logo", out.width = "20%", echo = FALSE, fig.align='center'} knitr::include_graphics("images/Rlogo.png") ``` -[source: , [https://en.wikipedia.org/wiki/R\_(programming_language)](https://en.wikipedia.org/wiki/R_(programming_language)){.uri}] +[source: ] ## Why R? @@ -204,14 +189,18 @@ ONLINE VIRTUAL COURSE - Lecture with slides, interactive\ - Lab/Practical experience\ - Two 10 min breaks each day - timing may vary\ -- July 8-18, 10:30am - 2:00pm PST on Zoom +- Sep 30 - Oct 10, 10:30am - 2:00pm PST on Zoom + +## Course Format IN-PERSON CODE-A-THON - Mostly independent group work\ - Frequent check-ins with instructors and other groups\ - Some lectures about the practical aspects of coding\ -- July 29-31 (in person in Seattle) +- Oct 23 - 25 (in person in Seattle) + +**Deadline for arranging travel assistance is October 11!** ## Pulse Check Survey @@ -233,9 +222,11 @@ We encourage you to try the assignments, as the best way to get comfortable with ## Your Setup -If you can, we suggest working virtually with a **large monitor or two screens**. This setup allows you to follow along on Zoom while also doing the hands-on coding. +If you can, we suggest working virtually with a **large monitor or two screens**. -```{r, fig.alt="Surveys count", out.width = "40%", echo = FALSE, fig.align='center'} +This setup allows you to follow along on Zoom while also doing the hands-on coding. + +```{r, fig.alt="Surveys count", out.width = "30%", echo = FALSE, fig.align='center'} knitr::include_graphics("images/monitors.jpg") ``` @@ -247,251 +238,13 @@ knitr::include_graphics("images/monitors.jpg") We are collecting data about user experience with our course to learn more about how to improve the data science education experience. This data may ultimately be used for a research publication and reporting to the NIH. -https://forms.gle/e2CQFDJsgyZwLV3S9 - -# Getting Started - -## Installing R - -- Install the [latest R version](http://cran.r-project.org/) `r config::get("r_version")` - -- [Install RStudio](https://www.rstudio.com/products/rstudio/download/) - -More detailed instructions [on the website](https://daseh.org/docs/module_details/day0.html). - -RStudio is an **integrated development environment** (IDE) that makes it easier to work with R. - -More on that soon! - -## Getting files from downloads - -This course will involve moving files around on your computer and downloading files. - -If you are new to this - check out these videos. - -If you have a PC: https://youtu.be/we6vwB7DsNU - -If you have a Mac: https://www.youtube.com/watch?v=Ao9e0cDzMrE - -You can find these on the resource page of the website. - -## Basic terms - -R jargon: https://link.springer.com/content/pdf/bbm%3A978-1-4419-1318-0%2F1.pdf - -**Package** - a package in R is a bundle or "package" of code (and or possibly data) that can be loaded together for easy repeated use or for **sharing** with others. - -Packages are analogous to a software application like Microsoft Word on your computer. Your operating system allows you to use it, just like having R installed (and other required packages) allows you to use packages. - -```{r, fig.alt="R hex stickers for packages", out.width = "35%", echo = FALSE, fig.align='center'} -knitr::include_graphics("images/hex.png") -``` - -## Basic terms - -**Function** - a function is a piece of code that allows you to do something in R. You can write your own, use functions that come directly from installing R, or use functions from additional packages. - -You can think of a function as **verb** in R. - -A function might help you add numbers together, create a plot, or organize your data. More on that soon! - -```{r} -sum(1, 20234) -``` - -## Basic terms - -**Argument** - what you pass to a function - -- can be data like the number 1 or 20234 - -```{r} -sum(1, 20234) -``` - -- can be options about how you want the function to work such as `digits` - -```{r} -round(0.627, digits = 2) -round(0.627, digits = 1) -``` - -## Basic terms - -**Object** - an object is something that can be worked with or on in R - can be lots of different things! You can think of objects as **nouns** in R. - -- a matrix of numbers -- a plot -- a function -- data - -... many more - -## Variable and Sample - -- **Variable**: something measured or counted that is a characteristic about a sample - -examples: temperature, length, count, color, category - -- **Sample**: individuals that you have data about - - -examples: people, houses, viruses etc. - -```{r} -head(iris) -``` - -## Columns and Rows - -```{r, fig.alt="R hex stickers for packages", out.width = "50%", echo = FALSE, fig.align='center'} -knitr::include_graphics("https://keydifferences.com/wp-content/uploads/2016/09/rows-vs-column.jpg") -``` - -[[source](https://keydifferences.com/difference-between-rows-and-columns.html)] - -Sample = Row\ -Variable = Column - -Data objects that looks like this is often called a **data frame**. - -Fancier versions from the tidyverse are called **tibbles** (more on that soon!). - -## More on Functions and Packages - -- When you download R, it has a "base" set of functions/packages (**base R**) - - You can install additional packages for your uses from [CRAN](https://cran.r-project.org/) or [GitHub](https://github.com/) - - These additional packages are written by RStudio or R users/developers (like us) - - There are also packages for bioinformatics available at [Bioconductor](https://www.bioconductor.org/) - -```{r, fig.alt="Picture of R package stickers", out.width = "30%", echo = FALSE, fig.align='center'} -knitr::include_graphics("../Intro/images/hex.png") -``` - -## Using Packages - -- Not all packages available on CRAN or GitHub are trustworthy -- Posit makes [many useful packages](https://posit.co/products/open-source/rpackages/) -- How to [trust](https://simplystatistics.org/posts/2015-11-06-how-i-decide-when-to-trust-an-r-package/) an R package -- Many packages have accompanying academic papers published in peer-reviewed journals -- Widely used packages have better documentation (official and in forums) and are more likely free of errors - -## Tidyverse and Base R: Two Dialects - -We will mostly show you how to use tidyverse packages and functions. - -This is a newer set of packages designed for data science that can make your code more **intuitive** as compared to the original older Base R. - -**Tidyverse advantages**:\ -- **consistent structure** - making it easier to learn how to use different packages\ -- particularly good for **wrangling** (manipulating, cleaning, joining) data\ -- more flexible for **visualizing** data - -Packages for the tidyverse are managed by a team of respected data scientists at Posit. - -```{r, fig.alt="Tidyverse hex sticker", out.width = "10%", echo = FALSE, fig.align='center'} -knitr::include_graphics("https://tidyverse.tidyverse.org/logo.png") -``` - -See this [article](https://tidyverse.tidyverse.org/articles/paper.html) for more info. - -## Package Installation - -We will practice this in labs :) - -Differs depending on the source (CRAN, GitHub, etc) - -Must be done **once** for each installation of R (e.g., version 4.2 \>\> 4.3). - -## Installing Packages: Dropdown Menu - -You can install packages from CRAN using the tool menu in RStudio: - -tools \> Install Packages - -```{r, fig.alt="Install packages menu in RStudio", out.width = "20%", echo = FALSE, fig.align='center'} -knitr::include_graphics("images/install_packages1.png") -``` - -Type in the package name to install. - -```{r, fig.alt="The 'readr' package has been typed into the dropdown menu", out.width = "30%", echo = FALSE, fig.align='center'} -knitr::include_graphics("images/install_packages2.png") -``` - -## Installing Packages: Using Code - -We use a function called `install.packages()` for CRAN packages. - -Here is an example where we "install" the `dplyr` package: - -```{r, eval = FALSE} -install.packages("dplyr") -``` - -The package name is enclosed in quotation marks. - -## Loading packages - -After installing packages, you will need to "load" them into memory so that you can use them. - -This must be done **every time** you start R. - -We use a function called `library` to load packages. - -Here is an example where we "load" the `dplyr` package: - -```{r, eval = FALSE} -library(dplyr) -``` - -Quotation marks are optional. - -## Installing + Loading packages - -```{r, fig.alt="Installing must be done once via 'install.packages() while loading must be done every R session via 'library()'.", out.width = "80%", echo = FALSE, fig.align='center'} -knitr::include_graphics("images/install_v_load.png") -``` - -## Installing + Loading packages - -```{r, fig.alt="Installing must be done once via 'install.packages() while loading must be done every R session via 'library()'.", out.width = "80%", echo = FALSE, fig.align='center'} -knitr::include_graphics("../../images/lol/install_packages.jpg") -``` - -# Let's practice! - -## Installing `remotes` and `dasehr` - -Install the `remotes` package. - -```{r, eval=F} -install.packages("remotes") -``` - -
- -Then load the package. - -```{r, eval=F} -library(remotes) -``` - -## Installing `remotes` and `dasehr` - -Next, run the following. - -It will install our custom package, `dasehr` from GitHub. - -```{r, eval=F} -install_github("fhdsl/dasehr") -``` - + # Where to find help ## Useful (+ mostly Free) Resources -Found on our website under the `Resources` tab: https://daseh.org/resources.html +Found on our website under the `Resources` tab: - videos from previous offerings of the class - cheatsheets for each class @@ -500,7 +253,7 @@ Found on our website under the `Resources` tab: https://daseh.org/resources.html Error messages can be scary! -- Check out the FAQ/Help page on the website: https://daseh.org/help.html +- Check out the FAQ/Help page on the website: - Ask questions in Slack! Copy+pasting your error messages is really helpful! **We will also dedicate time today to debug any installation issues** @@ -511,24 +264,12 @@ knitr::include_graphics("images/forrest-gump-running.gif") ## Summary -- R is a powerful data visualization and analysis software language. -- Add-on **packages** like the `tidyverse` can help make R more intuitive. -- **Functions** (like verbs) perform specific tasks in R and are found within packages. -- **Arguments** within functions specify how to perform a function. -- **Objects** (like nouns) are data or variables. -- We will be both installing and loading packages. -- Materials will be updated frequently as we improve it. Please use the **Google Form survey** so you can provide feedback throughout the class! -- Lots of **resources** can be found on the website. *You will have access to the website after the class is over.* +🏠 [Class Website - https://daseh.org/](https://daseh.org/) - Logistics, resources, and help! -🏠 [Class Website](https://daseh.org/) +📝 [Research Survey](https://forms.gle/vxp8vxdN2Ck2j7uY6) -## Website tour! +🩺 [Pulse Check](%60r%20config::get(%22google_survey%22)%60) -🏠 [Class Website](https://daseh.org/) - -```{r, fig.alt="The End", out.width = "50%", echo = FALSE, fig.align='center'} -knitr::include_graphics(here::here("images/the-end-g23b994289_1280.jpg")) -``` +## Summary Image by Gerd Altmann from Pixabay - From 886fcae3f4a35489005fbd1aa6dd8c55511aa07b Mon Sep 17 00:00:00 2001 From: avahoffman Date: Fri, 20 Sep 2024 16:15:22 -0400 Subject: [PATCH 02/14] Clean up schedule --- docs/_schedule_table.Rmd | 64 ++++++++++++++++++++-------------------- materials_schedule.Rmd | 14 ++++----- 2 files changed, 39 insertions(+), 39 deletions(-) diff --git a/docs/_schedule_table.Rmd b/docs/_schedule_table.Rmd index 37aac668..9a646eaf 100644 --- a/docs/_schedule_table.Rmd +++ b/docs/_schedule_table.Rmd @@ -1,32 +1,32 @@ -| **Day** | **Module** | **Slides** | **Code** | **Resource** | **Cheatsheets/Guides** | -| :------------------------------------: | :-------------------------: | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :------------------------------------------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | :--------------------------------------------------------------------------------: | -| [Day 0](docs/module_details/day0.html) | Homework 1 | | [HTML](modules/HW/homework1.html) | | | -| | | | | | | -| [Day 1](docs/module_details/day1.html) | Intro | [HTML](modules/Intro/Intro.html), [PDF](modules/Intro/Intro.pdf) | [Rmd](modules/Intro/Intro.Rmd) | | [Day 1 Cheatsheet](modules/cheatsheets/Day-1.pdf) | -| | RStudio | [HTML](modules/RStudio/RStudio.html), [PDF](modules/RStudio/RStudio.pdf) | [Rmd](modules/RStudio/RStudio.Rmd) | [Lab](modules/RStudio/lab/RStudio_Lab.Rmd), [Key](modules/RStudio/lab/RStudio_Lab_Key.Rmd), [Key HTML](modules/RStudio/lab/RStudio_Lab_Key.html) | | -| | Basic R | [HTML](modules/Basic_R/Basic_R.html), [PDF](modules/Basic_R/Basic_R.pdf) | [Rmd](modules/Basic_R/Basic_R.Rmd) | [Lab](modules/Basic_R/lab/Basic_R_Lab.Rmd), [Key](modules/Basic_R/lab/Basic_R_Lab_Key.Rmd), [Key HTML](modules/Basic_R/lab/Basic_R_Lab_Key.html) | | -| | | | | | | -| [Day 2](docs/module_details/day2.html) | Basic R (cont.) | [HTML](modules/Basic_R/Basic_R.html), [PDF](modules/Basic_R/Basic_R.pdf) | [Rmd](modules/Basic_R/Basic_R.Rmd) | [Lab](modules/Basic_R/lab/Basic_R_Lab.Rmd), [Key](modules/Basic_R/lab/Basic_R_Lab_Key.Rmd), [Key HTML](modules/Basic_R/lab/Basic_R_Lab_Key.html) | [Day 2 Cheatsheet](modules/cheatsheets/Day-2.pdf) | -| | Reproducibility | [HTML](modules/Reproducibility/Reproducibility.html), [PDF](modules/Reproducibility/Reproducibility.pdf) | [Rmd](modules/Reproducibility/Reproducibility.Rmd) | [Lab](modules/Reproducibility/lab/Reproducibility_Lab.Rmd), [Key](modules/Reproducibility/lab/Reproducibility_Lab_Key.Rmd), [Key HTML](modules/Reproducibility/lab/Reproducibility_Lab_Key.html) | [Good scientific coding practices](resources/good-scientific-coding-practices.pdf) | -| | Data Input | [HTML](modules/Data_Input/Data_Input.html), [PDF](modules/Data_Input/Data_Input.pdf) | [Rmd](modules/Data_Input/Data_Input.Rmd) | [Lab](modules/Data_Input/lab/Data_Input_Lab.Rmd), [Key](modules/Data_Input/lab/Data_Input_Lab_Key.Rmd), [Key HTML](modules/Data_Input/lab/Data_Input_Lab_Key.html) | [Debugging tips guide](resources/debugging_guide.pdf) | -| | | | | | | -| [Day 3](docs/module_details/day3.html) | Subsetting Data in R | [HTML](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.html), [PDF](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.pdf) | [Rmd](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.Rmd) | [Lab](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab.Rmd), [Key](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab_Key.Rmd), [Key HTML](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab_Key.html) | [Day 3 Cheatsheet](modules/cheatsheets/Day-3.pdf) | -| | Optional Homework 2 | | [Rmd](modules/HW/homework2.Rmd), [HTML](modules/HW/homework2.html), [Key](modules/HW/homework2_Key.Rmd), [Key HTML](modules/HW/homework2_Key.html) | | | -| | | | | | | -| [Day 4](docs/module_details/day4.html) | Data Summarization | [HTML](modules/Data_Summarization/Data_Summarization.html), [PDF](modules/Data_Summarization/Data_Summarization.pdf) | [Rmd](modules/Data_Summarization/Data_Summarization.Rmd) | [Lab](modules/Data_Summarization/lab/Data_Summarization_Lab.Rmd), [Key](modules/Data_Summarization/lab/Data_Summarization_Lab_Key.Rmd), [Key HTML](modules/Data_Summarization/lab/Data_Summarization_Lab_Key.html) | [Day 4 Cheatsheet](modules/cheatsheets/Day-4.pdf) | -| | Data Classes | [HTML](modules/Data_Classes/Data_Classes.html), [PDF](modules/Data_Classes/Data_Classes.pdf) | [Rmd](modules/Data_Classes/Data_Classes.Rmd) | [Lab](modules/Data_Classes/lab/Data_Classes_Lab.Rmd), [Key](modules/Data_Classes/lab/Data_Classes_Lab_Key.Rmd), [Key HTML](modules/Data_Classes/lab/Data_Classes_Lab_Key.html) | | -| | | | | | | -| [Day 5](docs/module_details/day5.html) | Data Cleaning | [HTML](modules/Data_Cleaning/Data_Cleaning.html),[PDF](modules/Data_Cleaning/Data_Cleaning.pdf) | [Rmd](modules/Data_Cleaning/Data_Cleaning.Rmd) | [Lab](modules/Data_Cleaning/lab/Data_Cleaning_Lab.Rmd), [Key](modules/Data_Cleaning/lab/Data_Cleaning_Lab_Key.Rmd), [Key HTML](modules/Data_Cleaning/lab/Data_Cleaning_Lab_Key.html) | [Day 5 Cheatsheet](modules/cheatsheets/Day-5.pdf) | -| -| [Day 6](docs/module_details/day6.html) | Manipulating Data in R | [HTML](modules/Manipulating_Data_in_R/Manipulating_Data_in_R.html), [PDF](modules/Manipulating_Data_in_R/Manipulating_Data_in_R.pdf) | [Rmd](modules/Manipulating_Data_in_R/Manipulating_Data_in_R.Rmd) | [Lab](modules/Manipulating_Data_in_R/lab/Manipulating_Data_in_R_Lab.Rmd), [Key](modules/Manipulating_Data_in_R/lab/Manipulating_Data_in_R_Lab_Key.Rmd), [Key HTML](modules/Manipulating_Data_in_R/lab/Manipulating_Data_in_R_Lab_Key.html) | [Day 6 Cheatsheet](modules/cheatsheets/Day-6.pdf) | -| | Intro to Data Visualization | [HTML](modules/Esquisse_Data_Visualization/Esquisse_Data_Visualization.html), [PDF](modules/Esquisse_Data_Visualization/Esquisse_Data_Visualization.pdf) | [Rmd](modules/Esquisse_Data_Visualization/Esquisse_Data_Visualization.Rmd) | [Lab](modules/Esquisse_Data_Visualization/lab/Esquisse_Data_Visualization_Lab.Rmd), [Key](modules/Esquisse_Data_Visualization/lab/Esquisse_Data_Visualization_Lab_Key.Rmd), [Key HTML](modules/Esquisse_Data_Visualization/lab/Esquisse_Data_Visualization_Lab_Key.html) | | -| | Optional Homework 3 | | [Rmd](modules/HW/homework3.Rmd), [HTML](modules/HW/homework3.html), [Key](modules/HW/homework3_Key.Rmd), [Key HTML](modules/HW/homework3_Key.html) | | | -| | | | | | | -| [Day 7](docs/module_details/day7.html) | Data Visualization | [HTML](modules/Data_Visualization/Data_Visualization.html), [PDF](modules/Data_Visualization/Data_Visualization.pdf) | [Rmd](modules/Data_Visualization/Data_Visualization.Rmd) | [Lab](modules/Data_Visualization/lab/Data_Visualization_Lab.Rmd), [Key](modules/Data_Visualization/lab/Data_Visualization_Lab_Key.Rmd), [Key HTML](modules/Data_Visualization/lab/Data_Visualization_Lab_Key.html) | [Day 7 Cheatsheet](modules/cheatsheets/Day-7.pdf) | -| | Factors | [HTML](modules/Factors/Factors.html), [PDF](modules/Factors/Factors.pdf) | [Rmd](modules/Factors/Factors.Rmd) | [Lab](modules/Factors/lab/Factors_Lab.Rmd), [Key](modules/Factors/lab/Factors_Lab_Key.Rmd), [Key HTML](modules/Factors/lab/Factors_Lab_Key.html) | | -| | | | | | | -| [Day 8](docs/module_details/day8.html) | Statistics | [HTML](modules/Statistics/Statistics.html), [PDF](modules/Statistics/Statistics.pdf) | [Rmd](modules/Statistics/Statistics.Rmd) | [Lab](modules/Statistics/lab/Statistics_Lab.Rmd), [Key](modules/Statistics/lab/Statistics_Lab_Key.Rmd), [Key HTML](modules/Statistics/lab/Statistics_Lab_Key.html) | [Day 8 Cheatsheet](modules/cheatsheets/Day-8.pdf) | -| | Data Output | [HTML](modules/Data_Output/Data_Output.html), [PDF](modules/Data_Output/Data_Output.pdf) | [Rmd](modules/Data_Output/Data_Output.Rmd) | [Lab](modules/Data_Output/lab/Data_Output_Lab.Rmd), [Key](modules/Data_Output/lab/Data_Output_Lab_Key.Rmd), [Key HTML](modules/Data_Output/lab/Data_Output_Lab_Key.html) | | -| -| [Day 9](docs/module_details/day9.html) | Functions | [HTML](modules/Functions/Functions.html), [PDF](modules/Functions/Functions.pdf) | [Rmd](modules/Functions/Functions.Rmd) | [Lab](modules/Functions/lab/Functions_Lab.Rmd), [Key](modules/Functions/lab/Functions_Lab_Key.Rmd), [Key HTML](modules/Functions/lab/Functions_Lab_Key.html) | [Day 9 Cheatsheet](modules/cheatsheets/Day-9.pdf) | -| +| **Day** | **Module** | **Lecture** | **Activity** | **Cheatsheets/Guides** | +|--:-:-----------------------------------|--:-:------------------------|--:-:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--:-:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--:-:-------------------------------------------------------------------------------| +| [Day 0](docs/module_details/day0.html) | Homework 1 | | [HTML](modules/HW/homework1.html) | | +| | | | | | +| [Day 1](docs/module_details/day1.html) | Intro | [HTML](modules/Intro/Intro.html), [PDF](modules/Intro/Intro.pdf), [Rmd](modules/Intro/Intro.Rmd) | | [Day 1 Cheatsheet](modules/cheatsheets/Day-1.pdf) | +| | RStudio | [HTML](modules/RStudio/RStudio.html), [PDF](modules/RStudio/RStudio.pdf), [Rmd](modules/RStudio/RStudio.Rmd) | [Lab Rmd](modules/RStudio/lab/RStudio_Lab.Rmd), [Key](modules/RStudio/lab/RStudio_Lab_Key.Rmd), [Key HTML](modules/RStudio/lab/RStudio_Lab_Key.html) | | +| | Basic R | [HTML](modules/Basic_R/Basic_R.html), [PDF](modules/Basic_R/Basic_R.pdf), [Rmd](modules/Basic_R/Basic_R.Rmd) | [Lab Rmd](modules/Basic_R/lab/Basic_R_Lab.Rmd), [Key](modules/Basic_R/lab/Basic_R_Lab_Key.Rmd), [Key HTML](modules/Basic_R/lab/Basic_R_Lab_Key.html) | | +| | | | | | +| [Day 2](docs/module_details/day2.html) | Basic R (cont.) | [HTML](modules/Basic_R/Basic_R.html), [PDF](modules/Basic_R/Basic_R.pdf), [Rmd](modules/Basic_R/Basic_R.Rmd) | [Lab Rmd](modules/Basic_R/lab/Basic_R_Lab.Rmd), [Key](modules/Basic_R/lab/Basic_R_Lab_Key.Rmd), [Key HTML](modules/Basic_R/lab/Basic_R_Lab_Key.html) | [Day 2 Cheatsheet](modules/cheatsheets/Day-2.pdf) | +| | Reproducibility | [HTML](modules/Reproducibility/Reproducibility.html), [PDF](modules/Reproducibility/Reproducibility.pdf), [Rmd](modules/Reproducibility/Reproducibility.Rmd) | [Lab Rmd](modules/Reproducibility/lab/Reproducibility_Lab.Rmd), [Key](modules/Reproducibility/lab/Reproducibility_Lab_Key.Rmd), [Key HTML](modules/Reproducibility/lab/Reproducibility_Lab_Key.html) | [Good scientific coding practices](resources/good-scientific-coding-practices.pdf) | +| | Data Input | [HTML](modules/Data_Input/Data_Input.html), [PDF](modules/Data_Input/Data_Input.pdf), [Rmd](modules/Data_Input/Data_Input.Rmd) | [Lab Rmd](modules/Data_Input/lab/Data_Input_Lab.Rmd), [Key](modules/Data_Input/lab/Data_Input_Lab_Key.Rmd), [Key HTML](modules/Data_Input/lab/Data_Input_Lab_Key.html) | [Debugging tips guide](resources/debugging_guide.pdf) | +| | | | | | +| [Day 3](docs/module_details/day3.html) | Subsetting Data in R | [HTML](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.html), [PDF](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.pdf), [Rmd](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.Rmd) | [Lab Rmd](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab.Rmd), [Key](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab_Key.Rmd), [Key HTML](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab_Key.html) | [Day 3 Cheatsheet](modules/cheatsheets/Day-3.pdf) | +| | Optional Homework 2 | | [HW Rmd](modules/HW/homework2.Rmd), [HTML](modules/HW/homework2.html), [Key](modules/HW/homework2_Key.Rmd), [Key HTML](modules/HW/homework2_Key.html) | | +| | | | | | +| [Day 4](docs/module_details/day4.html) | Data Summarization | [HTML](modules/Data_Summarization/Data_Summarization.html), [PDF](modules/Data_Summarization/Data_Summarization.pdf), [Rmd](modules/Data_Summarization/Data_Summarization.Rmd) | [Lab Rmd](modules/Data_Summarization/lab/Data_Summarization_Lab.Rmd), [Key](modules/Data_Summarization/lab/Data_Summarization_Lab_Key.Rmd), [Key HTML](modules/Data_Summarization/lab/Data_Summarization_Lab_Key.html) | [Day 4 Cheatsheet](modules/cheatsheets/Day-4.pdf) | +| | Data Classes | [HTML](modules/Data_Classes/Data_Classes.html), [PDF](modules/Data_Classes/Data_Classes.pdf), [Rmd](modules/Data_Classes/Data_Classes.Rmd) | [Lab Rmd](modules/Data_Classes/lab/Data_Classes_Lab.Rmd), [Key](modules/Data_Classes/lab/Data_Classes_Lab_Key.Rmd), [Key HTML](modules/Data_Classes/lab/Data_Classes_Lab_Key.html) | | +| | | | | | +| [Day 5](docs/module_details/day5.html) | Data Cleaning | [HTML](modules/Data_Cleaning/Data_Cleaning.html),[PDF](modules/Data_Cleaning/Data_Cleaning.pdf), [Rmd](modules/Data_Cleaning/Data_Cleaning.Rmd) | [Lab Rmd](modules/Data_Cleaning/lab/Data_Cleaning_Lab.Rmd), [Key](modules/Data_Cleaning/lab/Data_Cleaning_Lab_Key.Rmd), [Key HTML](modules/Data_Cleaning/lab/Data_Cleaning_Lab_Key.html) | [Day 5 Cheatsheet](modules/cheatsheets/Day-5.pdf) | +| | | | | | +| [Day 6](docs/module_details/day6.html) | Manipulating Data in R | [HTML](modules/Manipulating_Data_in_R/Manipulating_Data_in_R.html), [PDF](modules/Manipulating_Data_in_R/Manipulating_Data_in_R.pdf), [Rmd](modules/Manipulating_Data_in_R/Manipulating_Data_in_R.Rmd) | [Lab Rmd](modules/Manipulating_Data_in_R/lab/Manipulating_Data_in_R_Lab.Rmd), [Key](modules/Manipulating_Data_in_R/lab/Manipulating_Data_in_R_Lab_Key.Rmd), [Key HTML](modules/Manipulating_Data_in_R/lab/Manipulating_Data_in_R_Lab_Key.html) | [Day 6 Cheatsheet](modules/cheatsheets/Day-6.pdf) | +| | Intro to Data Visualization | [HTML](modules/Esquisse_Data_Visualization/Esquisse_Data_Visualization.html), [PDF](modules/Esquisse_Data_Visualization/Esquisse_Data_Visualization.pdf), [Rmd](modules/Esquisse_Data_Visualization/Esquisse_Data_Visualization.Rmd) | [Lab Rmd](modules/Esquisse_Data_Visualization/lab/Esquisse_Data_Visualization_Lab.Rmd), [Key](modules/Esquisse_Data_Visualization/lab/Esquisse_Data_Visualization_Lab_Key.Rmd), [Key HTML](modules/Esquisse_Data_Visualization/lab/Esquisse_Data_Visualization_Lab_Key.html) | | +| | Optional Homework 3 | | [HW Rmd](modules/HW/homework3.Rmd), [HTML](modules/HW/homework3.html), [Key](modules/HW/homework3_Key.Rmd), [Key HTML](modules/HW/homework3_Key.html) | | +| | | | | | +| [Day 7](docs/module_details/day7.html) | Data Visualization | [HTML](modules/Data_Visualization/Data_Visualization.html), [PDF](modules/Data_Visualization/Data_Visualization.pdf), [Rmd](modules/Data_Visualization/Data_Visualization.Rmd) | [Lab Rmd](modules/Data_Visualization/lab/Data_Visualization_Lab.Rmd), [Key](modules/Data_Visualization/lab/Data_Visualization_Lab_Key.Rmd), [Key HTML](modules/Data_Visualization/lab/Data_Visualization_Lab_Key.html) | [Day 7 Cheatsheet](modules/cheatsheets/Day-7.pdf) | +| | Factors | [HTML](modules/Factors/Factors.html), [PDF](modules/Factors/Factors.pdf), [Rmd](modules/Factors/Factors.Rmd) | [Lab Rmd](modules/Factors/lab/Factors_Lab.Rmd), [Key](modules/Factors/lab/Factors_Lab_Key.Rmd), [Key HTML](modules/Factors/lab/Factors_Lab_Key.html) | | +| | | | | | +| [Day 8](docs/module_details/day8.html) | Statistics | [HTML](modules/Statistics/Statistics.html), [PDF](modules/Statistics/Statistics.pdf), [Rmd](modules/Statistics/Statistics.Rmd) | [Lab Rmd](modules/Statistics/lab/Statistics_Lab.Rmd), [Key](modules/Statistics/lab/Statistics_Lab_Key.Rmd), [Key HTML](modules/Statistics/lab/Statistics_Lab_Key.html) | [Day 8 Cheatsheet](modules/cheatsheets/Day-8.pdf) | +| | Data Output | [HTML](modules/Data_Output/Data_Output.html), [PDF](modules/Data_Output/Data_Output.pdf), [Rmd](modules/Data_Output/Data_Output.Rmd) | [Lab Rmd](modules/Data_Output/lab/Data_Output_Lab.Rmd), [Key](modules/Data_Output/lab/Data_Output_Lab_Key.Rmd), [Key HTML](modules/Data_Output/lab/Data_Output_Lab_Key.html) | | +| | | | | | +| [Day 9](docs/module_details/day9.html) | Functions | [HTML](modules/Functions/Functions.html), [PDF](modules/Functions/Functions.pdf), [Rmd](modules/Functions/Functions.Rmd) | [Lab Rmd](modules/Functions/lab/Functions_Lab.Rmd), [Key](modules/Functions/lab/Functions_Lab_Key.Rmd), [Key HTML](modules/Functions/lab/Functions_Lab_Key.html) | [Day 9 Cheatsheet](modules/cheatsheets/Day-9.pdf) | +| | | | | | diff --git a/materials_schedule.Rmd b/materials_schedule.Rmd index cdec2d7c..1564e8bb 100644 --- a/materials_schedule.Rmd +++ b/materials_schedule.Rmd @@ -11,13 +11,13 @@ It's helpful to [install software](modules/Setup/Setup.html) before you start Da ## Online Overview -| Time (ET) | Content | -|-------------------|-----------| -| 1:30pm - 2:30pm | Session 1 | -| 2:30pm - 2:40pm | Break | -| 2:40pm - 3:40pm | Session 2 | -| 3:40pm - 3:50pm | Break | -| 3:50pm - 5:00pm | Session 3 | +| Time (PT) | Content | +|---------------------|-----------| +| 10:30am - 11:30am | Session 1 | +| 11:30am - 11:40am | Break | +| 11:40am - 12:40pm | Session 2 | +| 12:40pm - 12:50pm | Break | +| 12:50pm - 2:00pm | Session 3 | *Note: Timing is approximate* From 188176f2543d67febfd1297658be6d849af8d15d Mon Sep 17 00:00:00 2001 From: avahoffman Date: Fri, 20 Sep 2024 17:03:29 -0400 Subject: [PATCH 03/14] Update to part 1 --- modules/Basic_R/Basic_R.Rmd | 179 +++++++++--------------- modules/Basic_R/lab/Basic_R_Lab_Key.Rmd | 11 +- modules/RStudio/RStudio.Rmd | 2 +- 3 files changed, 68 insertions(+), 124 deletions(-) diff --git a/modules/Basic_R/Basic_R.Rmd b/modules/Basic_R/Basic_R.Rmd index 431badbf..7e61f284 100644 --- a/modules/Basic_R/Basic_R.Rmd +++ b/modules/Basic_R/Basic_R.Rmd @@ -11,40 +11,16 @@ library(knitr) opts_chunk$set(comment = "") ``` -## Explaining output on slides +## Working in R -In slides, a command (we'll also call them code or a code chunk) will look like this - -```{r code} -class(3) -``` - -And then directly after it, will be the output of the code. -So `class(3)` is the code chunk and '[1] "numeric" ' is the output. - -## Running code chunks - -Send code to run in the console: - -- Run the whole chunk with the green play button (top right of the chunk) -- Run single line with ⌘+return or ctrl+return - -```{r, fig.alt="The green RStudio play button is highlighted with an arrow. Press this button to run all the code inside the chunk.", out.width = "60%", echo = FALSE, out.extra='style="float:left"'} -knitr::include_graphics("images/green_play_button.png") +For now, we will be working in the **Console** (Pane 1 +) +```{r, fig.align='center', out.width="70%", echo = FALSE, fig.alt= "When RStudio is first opened you will see 3 panes"} +knitr::include_graphics("../RStudio/images/three_panes.png") ``` ## R as a calculator -```{r calcDemo} -2 + 2 -2 * 4 -2^3 -``` - -Note: when you enter your command in the Console, R inherently thinks you want to print the result. - -## R as a calculator - - The R console is a full calculator - Try to play around with it: - +, -, /, * are add, subtract, divide and multiply @@ -54,49 +30,30 @@ Note: when you enter your command in the Console, R inherently thinks you want t ## R as a calculator -```{r calcDemo2} -2 + (2 * 3)^2 -(1 + 3) / 2 + 45 -6 / 2 * (1 + 2) -``` +Try evaluating the following. Type these in the Console and press _return_ to evaluate: + +- `2 + 2` +- `2 * 3 / 4` +- `2^4 - 1` ```{r, fig.alt="Problem gives answer of 1 or 9 depending on calculator.", out.width = "30%", echo = FALSE, out.extra='style="float:left"'} knitr::include_graphics("images/Basic_R_calculator.jpg") ``` -```{r, fig.alt="Problem gives answer of 1 or 9 depending on calculator.", out.width = "60%", echo = FALSE, out.extra='style="float:left"'} -knitr::include_graphics("images/Basic_R_viral_math_problem.png") -``` - -## R as a calculator - -Try evaluating the following: - -- `2 + 2 * 3 / 4 -3` -- `2 * 3 / 4 * 2` -- `2^4 - 1` - -## Commenting in Scripts +## Basic terms: "object" -`#` creates a comment in R code +**Object** - an object is something that can be worked with or on in R - can be lots of different things! You can think of objects as **nouns** in R. -```{r} -# this is a comment - -# nothing to its right is evaluated +- a variable +- a dataset +- a plot -# this # is still a comment -### you can use many #'s as you want - -1 + 2 # Can be the right of code -``` - -In an `.Rmd` file, you can write notes outside the R chunks. +... many more ## Assigning values to objects -- You can create objects from within the R environment and from files on your computer -- R uses `<-` to assign values to an object name (you might also see `=` used, but this is not best practice) +- You can create \textcolor{blue}{objects} within the R environment and from files on your computer +- R uses `<-` to create objects (you might also see `=` used, but this is not best practice) ```{r} x <- 2 @@ -105,22 +62,19 @@ x * 4 x + 2 ``` -## Assigning values to objects +## GUT CHECK: What is an "object"? -- The most comfortable and familiar class/data type for many of you will be `data.frame` -- You can think of these as essentially spreadsheets with rows (usually subjects or observations) and columns (usually variables) -- `data.frame`s are somewhat advanced objects in R; we will start with simpler objects +A. Something I can touch +B. Something that can be worked with in R +C. A software version -## Assigning values to objects +## Objects with text -- Here we introduce "1 dimensional" classes; often referred to as 'vectors' -- Vectors can have multiple sets of observations, but each observation has to be the same class. -- Use the `class()` function to check the class of an object. +Create objects with text using quotation marks: -```{r assignClass} -class(x) +```{r} y <- "hello world!" -class(y) +y ``` ## numeric vs. character classes? @@ -191,92 +145,85 @@ Try assigning your full name to an R object called `name` Try assigning your full name to an R object called `name` -```{r myName} +```{r} name <- "Ava Hoffman" name ``` -## The 'combine' function `c()` +## Combining objects with `c()` -The function `c()` collects/combines/joins single R objects into a vector of R objects. It is mostly used for creating vectors of numbers, character strings, and other data types. +Use `c()` to collect/combine single R objects into a \textcolor{blue}{vector} of R objects. It is mostly used for creating vectors of numbers and character strings. -```{r assign3a} +```{r} x <- c(1, 4, 6, 8) x -class(x) ``` -## The 'combine' function `c()` +## Combining objects with `c()` -Try assigning your first and last name as 2 separate character strings into a single vector called `name2` +Try assigning your first and last name as 2 separate character strings into a vector called `name2` -## The 'combine' function `c()` +## Combining objects with `c()` -Try assigning your first and last name as 2 separate character strings into a length-2 vector called `name2` +Try assigning your first and last name as 2 separate character strings into a vector called `name2` -```{r myName2} +```{r} name2 <- c("Ava", "Hoffman") name2 ``` -## Arguments inside R functions +## Basic terms: "function" -- The contents you give to an R function are called "arguments" -- Here, R assumes all arguments should be objects contained in the vector -- We will talk more about arguments as we use more complicated functions! +**Function** - a function is a piece of code that allows you to do something in R. You can write your own, use functions that come directly from installing R, or use functions from additional packages. -```{r eval = FALSE} -name2 <- c("Ava", "Hoffman") -# Arg 1 ^^^^^ -``` +You can think of a function as **verb** in R. -```{r eval = FALSE} -name2 <- c("Ava", "Hoffman") -# Arg 2 ^^^^^^^^^ -``` +A function might help you add numbers together, create a plot, or organize your data. -## `length` of R objects +## Using functions on our vector -`length()`: Get or set the length of vectors (including lists) and factors, and of any other R object for which a method has been defined. +- `class()` tells us what kind of values the object contains (numeric, character, etc) +- `length()` tells us how many elements. -```{r assign3b} +```{r} +name +class(name) +x length(x) -y -length(y) ``` -## `length` of R objects +## Combining vectors -What do you expect for the length of the `name` object? What about the `name2` object? +It's fine to combine vectors, but all values will end up with the same class! -What are the lengths of each? +```{r} +vect <- c(name, x) +vect +class(vect) +``` -## `length` of R objects +## Practicing functions -What do you expect for the length of the `name` object? What about the `name2` object? +What do you expect for the length of the `name2` object? -What are the lengths of each? +What is the class? -```{r myName3} -length(name) -length(name2) -``` +## Practicing functions -## Math + vector objects +What do you expect for the length of the `name2` object? -You can perform functions to entire vectors of numbers very easily. +What is the class? -```{r assign4} -x + 2 -x * 3 -x + c(1, 2, 3, 4) +```{r} +length(name2) +class(name2) ``` ## Lab Part 1 - Assign values to objects with `<-` (new name on left side) -- `class()` tells you the class (kind) of object - Use the `c()` function to combine text/numbers/etc. into a vector +- `class()` tells you the class (kind) of object - Use the `length()` function to determine number of elements 💻 [Lab](https://daseh.org/modules/Basic_R/lab/Basic_R_Lab.Rmd) diff --git a/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd b/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd index b91b2707..8288ab3a 100644 --- a/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd +++ b/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd @@ -9,24 +9,21 @@ editor_options: knitr::opts_chunk$set(echo = TRUE) ``` - -In this lab you can use the interactive console to explore or **Knit** the document. -Remember anything you type here can be "sent" to the console with Cmd-Enter (OS-X) or Ctrl-Enter (Windows/Linux) in an R code chunk. - +Instructions: Paste your code from the console in the grey boxes below. # Part 1 ### 1.1 -Create a new object called `my.num` that contains 6 numbers. +Create a new object called `my.num` that contains any number. ``` # General format -my.num <- c(number1, number2, ...) +my.num <- ? ``` ```{r 1.1response} -my.num <- c(5, 4, 7, 8, 12, 14) # These can be any real numbers +my.num <- 2 ``` ### 1.2 diff --git a/modules/RStudio/RStudio.Rmd b/modules/RStudio/RStudio.Rmd index fbe75dcf..688d66dd 100644 --- a/modules/RStudio/RStudio.Rmd +++ b/modules/RStudio/RStudio.Rmd @@ -123,7 +123,7 @@ Super useful "cheat sheet": [LINK](https://raw.githubusercontent.com/rstudio/che knitr::include_graphics("images/rstudio_sheet.png") ``` -## R Markdown files look different form scripts +## R Markdown files look different from scripts It will look like this with text in it, unlike a script. From a465d2163bf4d844020338da18fd2aad644c7041 Mon Sep 17 00:00:00 2001 From: avahoffman Date: Wed, 25 Sep 2024 17:00:51 -0400 Subject: [PATCH 04/14] Update Basic_R.Rmd --- modules/Basic_R/Basic_R.Rmd | 146 +++++++++++++++++------------------- 1 file changed, 70 insertions(+), 76 deletions(-) diff --git a/modules/Basic_R/Basic_R.Rmd b/modules/Basic_R/Basic_R.Rmd index 7e61f284..362ec013 100644 --- a/modules/Basic_R/Basic_R.Rmd +++ b/modules/Basic_R/Basic_R.Rmd @@ -13,28 +13,28 @@ opts_chunk$set(comment = "") ## Working in R -For now, we will be working in the **Console** (Pane 1 -) +For now, we will be working in the **Console** (Pane 1 ) + ```{r, fig.align='center', out.width="70%", echo = FALSE, fig.alt= "When RStudio is first opened you will see 3 panes"} knitr::include_graphics("../RStudio/images/three_panes.png") ``` ## R as a calculator -- The R console is a full calculator -- Try to play around with it: - - +, -, /, * are add, subtract, divide and multiply - - ^ or ** is power - - parentheses -- ( and ) -- work with order of operations - - %% finds the remainder +- The R console is a full calculator +- Try to play around with it: + - +, -, /, \* are add, subtract, divide and multiply + - \^ or \*\* is power + - parentheses -- ( and ) -- work with order of operations + - %% finds the remainder ## R as a calculator -Try evaluating the following. Type these in the Console and press _return_ to evaluate: +Try evaluating the following. Type these in the Console and press *return* to evaluate: -- `2 + 2` -- `2 * 3 / 4` -- `2^4 - 1` +- `2 + 2` +- `2 * 3 / 4` +- `2^4 - 1` ```{r, fig.alt="Problem gives answer of 1 or 9 depending on calculator.", out.width = "30%", echo = FALSE, out.extra='style="float:left"'} knitr::include_graphics("images/Basic_R_calculator.jpg") @@ -42,7 +42,9 @@ knitr::include_graphics("images/Basic_R_calculator.jpg") ## Basic terms: "object" -**Object** - an object is something that can be worked with or on in R - can be lots of different things! You can think of objects as **nouns** in R. +**Object** - an object is something that can be worked with or on in R - can be lots of different things! + +You can think of objects as **nouns** in R. - a variable - a dataset @@ -52,8 +54,8 @@ knitr::include_graphics("images/Basic_R_calculator.jpg") ## Assigning values to objects -- You can create \textcolor{blue}{objects} within the R environment and from files on your computer -- R uses `<-` to create objects (you might also see `=` used, but this is not best practice) +- You can create \textcolor{blue}{objects} within the R environment and from files on your computer +- R uses `<-` to create objects (you might also see `=` used, but this is not best practice) ```{r} x <- 2 @@ -64,9 +66,7 @@ x + 2 ## GUT CHECK: What is an "object"? -A. Something I can touch -B. Something that can be worked with in R -C. A software version +A. Something I can touch B. Something that can be worked with in R C. A software version ## Objects with text @@ -83,8 +83,8 @@ We will talk in-depth about classes. For now: **numeric** -- Numbers -- No quotation marks +- Numbers +- No quotation marks ```{r eval = FALSE} 2 @@ -92,8 +92,8 @@ We will talk in-depth about classes. For now: **character** -- Text with quotation marks -- Green lettering (default) +- Text with quotation marks +- Green lettering (default) ```{r eval = FALSE} "hello!" @@ -182,8 +182,8 @@ A function might help you add numbers together, create a plot, or organize your ## Using functions on our vector -- `class()` tells us what kind of values the object contains (numeric, character, etc) -- `length()` tells us how many elements. +- `class()` tells us what kind of values the object contains (numeric, character, etc) +- `length()` tells us how many elements. ```{r} name @@ -192,6 +192,10 @@ x length(x) ``` +## GUT CHECK: What is a "function"? + +A. a number or text B. a button inside RStudio C. code that does something + ## Combining vectors It's fine to combine vectors, but all values will end up with the same class! @@ -219,41 +223,31 @@ length(name2) class(name2) ``` -## Lab Part 1 - -- Assign values to objects with `<-` (new name on left side) -- Use the `c()` function to combine text/numbers/etc. into a vector -- `class()` tells you the class (kind) of object -- Use the `length()` function to determine number of elements - -💻 [Lab](https://daseh.org/modules/Basic_R/lab/Basic_R_Lab.Rmd) - +## Commenting in code -# Pause for Day 1 +`#` creates a comment in R code -## Recap So Far - -RStudio +```{r} +# 1 + 2 <- this does not get run -- The Editor is for static code like scripts or R Markdown documents -- Send code to the Console to run it -- The Console can be used for quickly testing code on the fly -- R code goes within what is called a chunk (the gray box with a green play button) +1 + 2 # <- this does +``` -📃[RStudio Cheatsheet](https://raw.githubusercontent.com/rstudio/cheatsheets/main/rstudio-ide.pdf) +## Lab Part 1 -## Recap So Far +- Assign values to objects with `<-` (new name on left side) +- Use the `c()` function to combine text/numbers/etc. into a vector +- `class()` tells you the class (kind) of object +- Use the `length()` function to determine number of elements +- `#` for comments or to deactivate a line of code -Basic R +\textcolor{red}{Just open up the file to see the questions for lab. More about the file type soon!} -- Use `c()` to **combine** vectors -- Use `<-` to save (assign) values to objects -- if you don't use `<-` to reassign objects that you want to modify, they will stay the same -- `length()` and `class()` tell you information about an object +💻 [Lab](https://daseh.org/modules/Basic_R/lab/Basic_R_Lab.Rmd) ## Math + vector objects -You can perform functions to entire vectors of numbers very easily. +You can perform math with vectors. ```{r} x + 2 @@ -263,7 +257,7 @@ x + c(1, 2, 3, 4) ## Math + vector objects -But things like algebra can only be performed on numbers. +But math can only be performed on numbers. ```{r, error=TRUE} name2 + 4 @@ -278,7 +272,7 @@ y <- x + c(1, 2, 3, 4) y ``` -Note that the R object `y` is no longer "hello world!" - It has been overwritten by assigning new data to the same name. +Note that the R object `y` is no longer "hello world!" - It has been overwritten by assigning new data to the same name. ## Reassigning to a new object @@ -306,20 +300,24 @@ str(y) This tells you that `x` is a numeric vector and tells you the length. -## Lab Part 2 +## Basic terms: "argument" -- Reassigning allows you to make changes "in place" -- `str()` tells you a lot of information about an object in your environment +**Argument** - what you pass to a function -💻 [Lab](https://daseh.org/modules/Basic_R/lab/Basic_R_Lab.Rmd) +- can be data like the number 1 or 20234 +- can be options about how you want the function to work +- separated by commas + +Like an **adverb**. + +## Create vectors with `seq()` -## Useful functions to create vectors `seq()` +For numeric: `seq()` -For numeric: `seq()` can be very useful- both integer and double. -The `from` argument says what number to start on. -The `to` argument says what number to not go above. -The `by` argument says how much to increment by. -The `length.out` argument says how long the vector should be overall. +- The `from` \textcolor{blue}{argument} says what number to start on.\ +- The `to` \textcolor{blue}{argument} says what number to not go above.\ +- The `by` \textcolor{blue}{argument} says how much to increment by.\ +- The `length.out` \textcolor{blue}{argument} says how long the vector should be overall. ```{r} seq(from = 0, to = 1, by = 0.2) @@ -329,11 +327,9 @@ seq(from = -5, to = 5, length.out = 10) ## Useful functions to create vectors `rep()` -For character: `rep()` can create very long vectors. -Works for creating character and numeric vectors. +For character: `rep()` can create very long vectors. Works for creating character and numeric vectors. -The `each` argument specifies how many of each item you want repeated. -The `times` argument specifies how many times you want the vector repeated. +The `each` argument specifies how many of each item you want repeated. The `times` argument specifies how many times you want the vector repeated. `rep(WHAT_TO_REPEAT, arguments)` @@ -345,10 +341,7 @@ rep(c("black", "white"), each = 2, times = 2) ## Creating numeric vectors `sample()` - You can use the `sample()` function to make a random sequence. - The `x` argument specifies what you are sampling from. - The `size` argument specifies how many values there should be. - The `replace` argument specifies if values should be replaced or not. +You can use the `sample()` function to make a random sequence. The `x` argument specifies what you are sampling from. The `size` argument specifies how many values there should be. The `replace` argument specifies if values should be replaced or not. ```{r} seq_hun <- seq(from = 0, to = 100, by = 1) @@ -359,13 +352,14 @@ y ## Summary -- R functions as a calculator -- Use `<-` to save (assign) values to objects -- Use `c()` to **combine** vectors -- `length()`, `class()`, and `str()` tell you information about an object -- The sequence `seq()` function helps you create numeric vectors (`from`,`to`, `by`, and `length.out` arguments) -- The repeat `rep()` function helps you create vectors with the `each` and `times` arguments -- `sample()` makes random vectors +- R functions as a calculator +- Use `<-` to save (assign) values to objects +- Reassigning allows you to make changes "in place" +- Use `c()` to **combine** vectors +- `length()`, `class()`, and `str()` tell you information about an object +- The sequence `seq()` function helps you create numeric vectors (`from`,`to`, `by`, and `length.out` arguments) +- The repeat `rep()` function helps you create vectors with the `each` and `times` arguments +- `sample()` makes random vectors ## Summary From e4c43c7537e29c09915b8ccaf99396af5e63e032 Mon Sep 17 00:00:00 2001 From: avahoffman Date: Wed, 25 Sep 2024 17:14:16 -0400 Subject: [PATCH 05/14] Finalize basic R --- modules/Basic_R/Basic_R.Rmd | 30 ++++++ modules/Basic_R/lab/Basic_R_Lab_Key.Rmd | 134 ++++++++++++------------ modules/Intro/Intro.Rmd | 12 +++ 3 files changed, 111 insertions(+), 65 deletions(-) diff --git a/modules/Basic_R/Basic_R.Rmd b/modules/Basic_R/Basic_R.Rmd index 362ec013..2953c3a1 100644 --- a/modules/Basic_R/Basic_R.Rmd +++ b/modules/Basic_R/Basic_R.Rmd @@ -350,6 +350,36 @@ y <- sample(x = seq_hun, size = 5, replace = TRUE) y ``` +## Installing packages to do more! + +Some functions and data come with R right out of the box ("base R"). We will add more functionality with \textcolor{blue}{packages}. Think of these like "expansion packs" for R. + +Must be done **once** for each installation of R (e.g., version 4.2 \>\> 4.3). + +An important package we will use is `tidyverse`. It is a mega-package great for data import, wrangling, and visualization. + +```{r eval = FALSE} +install.packages("tidyverse") +``` + +## Loading packages + +After installing packages, you will need to "load" them into memory so that you can use them. + +This must be done **every time** you start R. + +We use a function called `library` to load packages. + +```{r, eval = FALSE} +library(tidyverse) +``` + +## Installing + Loading packages + +```{r, fig.alt="Installing must be done once via 'install.packages() while loading must be done every R session via 'library()'.", out.width = "80%", echo = FALSE, fig.align='center'} +knitr::include_graphics("../../images/lol/install_packages.jpg") +``` + ## Summary - R functions as a calculator diff --git a/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd b/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd index 8288ab3a..1e63f334 100644 --- a/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd +++ b/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd @@ -93,7 +93,56 @@ vec_2 <- c(vec_1, vec_1, vec_1, vec_1) # Part 2 -### 2.1 +### 2.1 + +Create a vector with elements 1, 10, 100, 1000 and call it `z`. + +``` +# General format +z <- c(...) +``` + +```{r 2.1response} +z <- c(1, 10, 100, 1000) +``` + +### 2.2 + +Multiply each number in `z` by 5. + +```{r 2.2response} +z * 5 +``` + +### 2.3 + +Create a vector object called `int_vect` that starts at 1 and goes up to 10. Use `seq()`. + +``` +# General format +seq(from = NUMBER, to = NUMBER) +``` + +```{r 2.3response} +int_vect <- seq(from = 1, to = 10) +int_vect +``` + +### 2.4 + +What is the length of `int_vect`? + +```{r 2.4response} +length(int_vect) +``` + +### 2.5 + +Install the tidyverse package using `install.packages("tidyverse")`. Load this package using `library(tidyverse)`. + +# Practice on Your Own! + +### P.2 Create a vector with elements 1, 2, 3, 4, 5 and call it `x`. @@ -102,11 +151,11 @@ Create a vector with elements 1, 2, 3, 4, 5 and call it `x`. x <- c(...) ``` -```{r 2.1response} +```{r P.2response} x <- c(1, 2, 3, 4, 5) ``` -### 2.2 +### P.3 Create another vector with elements 10, 20, 30, 40, 50 and call it `y`. @@ -115,22 +164,22 @@ Create another vector with elements 10, 20, 30, 40, 50 and call it `y`. y <- c(...) ``` -```{r 2.2response} +```{r P.3response} y <- c(10, 20, 30, 40, 50) ``` -### 2.3 +### P.4 Determine the length of `x` and `y`. Next, add the vectors x and y together. -```{r 2.3response} +```{r P.4response} length(x) length(y) x + y # [1] 11 22 33 44 55 ``` -### 2.4 +### P.5 Append the value 60 onto the vector `y` (hint: you can use the `c()` function). @@ -139,24 +188,24 @@ Append the value 60 onto the vector `y` (hint: you can use the `c()` function). y <- c(y, ...) ``` -```{r 2.4response} +```{r P.5response} y <- c(y, 60) ``` -### 2.5 +### P.6 Determine the length of `x` and `y`. -```{r 2.5response} +```{r P.6response} length(x) length(y) ``` -### 2.6 +### P.7 Add `x` and `y` together. What happens? -```{r 2.6response} +```{r P.7response} x + y # [1] 11 22 33 44 55 61 # Warning message: @@ -165,10 +214,7 @@ x + y # In this case, it reads x as c(1, 2, 3, 4, 5, 1)! ``` - -# Practice on Your Own! - -### P.2 +### P.8 Multiply the following `a` and `b` together. How is this similar to the way R performs addition in question 2.6 ? @@ -177,69 +223,27 @@ a <- c(1, 2, 3) b <- c(10, 100, 1000) ``` -```{r P.2response} +```{r P.8response} a * b # R adds together the first element of each vector, then the second, and so on. This order also applies when multiplying! ``` - -# Part 3 - -### 3.1 - -Create a vector object called `int_vect` that starts at 1 and goes up to 10. Use `seq()`. - -``` -# General format -seq(from = NUMBER, to = NUMBER) -``` - -```{r 3.1response} -int_vect <- seq(from = 1, to = 10) -int_vect -``` - -### 3.2 - -Repeat the `int_vect` object this sequence 3 times using `rep()` and store the new object as `int_vect_3`. - -``` -# General format - times and each are optional -rep(x = OBJECT_TO_REPEAT, times = NUM_TIMES_TO_REPEAT, each = NUM_TIMES_TO_REPEAT_EACH_ELEMENT) -``` - -```{r 3.2response} -int_vect_3 <- rep(int_vect, times = 3) -int_vect_3 -``` - -### 3.3 - -What is the length of `int_vect_3`? - -```{r 3.3response} -length(int_vect_3) -``` - -### 3.4 +### P.9 Create a vector that takes the sequence "Strongly Agree", "Agree", "Neutral", "Disagree", "Strongly Disagree" and repeats each element 10 times. -```{r 3.4response} +```{r P.9response} my_seq <- c("Strongly Agree", "Agree", "Neutral", "Disagree", "Strongly Disagree") rep(my_seq, each = 10) rep(c("Strongly Agree", "Agree", "Neutral", "Disagree", "Strongly Disagree"), each = 10) ``` - -# Practice on Your Own! - -### P.3 +### P.10 "Strongly Agree", "Agree", "Neutral", "Disagree", "Strongly Disagree" are often responses to surveys. Create a randomly sampled vector of 30 survey responses. (hint use `sample()` and set the replace argument to `TRUE`). Store the output as `my_responses`. Examine the data by typing the name `my_responses` in the Console. -```{r P.3response} +```{r P.10response} my_responses <- sample( x = c("Strongly Agree", "Agree", "Neutral", "Disagree", "Strongly Disagree"), size = 30, @@ -248,11 +252,11 @@ my_responses <- sample( my_responses ``` -### P.4 +### P.11 Let's say you change your survey so participants can rank their response 1-10 (inclusive). Create a randomly sampled vector of 30 survey responses. (hint use `seq()` and `sample()` and set the replace argument to `TRUE`). Store the output as `my_responses_2`. Examine the data by typing the name `my_responses_2` in the Console. -```{r P.4response} +```{r P.11response} my_responses_2 <- sample( x = seq(from = 1, to = 10), size = 30, diff --git a/modules/Intro/Intro.Rmd b/modules/Intro/Intro.Rmd index 22c486dd..aade8a56 100644 --- a/modules/Intro/Intro.Rmd +++ b/modules/Intro/Intro.Rmd @@ -262,6 +262,18 @@ Error messages can be scary! knitr::include_graphics("images/forrest-gump-running.gif") ``` +## Installing R + +- Install the [latest R version](http://cran.r-project.org/) `r config::get("r_version")` + +- [Install RStudio](https://www.rstudio.com/products/rstudio/download/) + +More detailed instructions [on the website](https://daseh.org/docs/module_details/day0.html). + +RStudio is an **integrated development environment** (IDE) that makes it easier to work with R. + +More on that soon! + ## Summary 🏠 [Class Website - https://daseh.org/](https://daseh.org/) - Logistics, resources, and help! From ccc18c03acb17574d038e113422259302c657e95 Mon Sep 17 00:00:00 2001 From: avahoffman Date: Wed, 25 Sep 2024 17:22:49 -0400 Subject: [PATCH 06/14] Formatting --- modules/Basic_R/Basic_R.Rmd | 34 +++++++++++++++++++++------------- 1 file changed, 21 insertions(+), 13 deletions(-) diff --git a/modules/Basic_R/Basic_R.Rmd b/modules/Basic_R/Basic_R.Rmd index 2953c3a1..17052f52 100644 --- a/modules/Basic_R/Basic_R.Rmd +++ b/modules/Basic_R/Basic_R.Rmd @@ -54,7 +54,7 @@ You can think of objects as **nouns** in R. ## Assigning values to objects -- You can create \textcolor{blue}{objects} within the R environment and from files on your computer +- You can create objects within the R environment and from files on your computer - R uses `<-` to create objects (you might also see `=` used, but this is not best practice) ```{r} @@ -66,7 +66,11 @@ x + 2 ## GUT CHECK: What is an "object"? -A. Something I can touch B. Something that can be worked with in R C. A software version +A. Something I can touch + +B. Something that can be worked with in R + +C. A software version ## Objects with text @@ -152,7 +156,7 @@ name ## Combining objects with `c()` -Use `c()` to collect/combine single R objects into a \textcolor{blue}{vector} of R objects. It is mostly used for creating vectors of numbers and character strings. +Use `c()` to collect/combine single R objects into a vector of R objects. It is mostly used for creating vectors of numbers and character strings. ```{r} x <- c(1, 4, 6, 8) @@ -194,7 +198,11 @@ length(x) ## GUT CHECK: What is a "function"? -A. a number or text B. a button inside RStudio C. code that does something +A. a number or text + +B. a button inside RStudio + +C. code that does something ## Combining vectors @@ -241,7 +249,7 @@ class(name2) - Use the `length()` function to determine number of elements - `#` for comments or to deactivate a line of code -\textcolor{red}{Just open up the file to see the questions for lab. More about the file type soon!} +Just open up the file to see the questions for lab. More about the file type soon! 💻 [Lab](https://daseh.org/modules/Basic_R/lab/Basic_R_Lab.Rmd) @@ -314,10 +322,10 @@ Like an **adverb**. For numeric: `seq()` -- The `from` \textcolor{blue}{argument} says what number to start on.\ -- The `to` \textcolor{blue}{argument} says what number to not go above.\ -- The `by` \textcolor{blue}{argument} says how much to increment by.\ -- The `length.out` \textcolor{blue}{argument} says how long the vector should be overall. +- The `from` argument says what number to start on.\ +- The `to` argument says what number to not go above.\ +- The `by` argument says how much to increment by.\ +- The `length.out` argument says how long the vector should be overall. ```{r} seq(from = 0, to = 1, by = 0.2) @@ -352,7 +360,7 @@ y ## Installing packages to do more! -Some functions and data come with R right out of the box ("base R"). We will add more functionality with \textcolor{blue}{packages}. Think of these like "expansion packs" for R. +Some functions and data come with R right out of the box ("base R"). We will add more functionality with packages. Think of these like "expansion packs" for R. Must be done **once** for each installation of R (e.g., version 4.2 \>\> 4.3). @@ -383,13 +391,13 @@ knitr::include_graphics("../../images/lol/install_packages.jpg") ## Summary - R functions as a calculator -- Use `<-` to save (assign) values to objects -- Reassigning allows you to make changes "in place" -- Use `c()` to **combine** vectors +- Use `<-` to save (assign) values to objects. Reassigning allows you to make changes "in place". +- Use `c()` to **combine** into vectors - `length()`, `class()`, and `str()` tell you information about an object - The sequence `seq()` function helps you create numeric vectors (`from`,`to`, `by`, and `length.out` arguments) - The repeat `rep()` function helps you create vectors with the `each` and `times` arguments - `sample()` makes random vectors +- `install.packages()` and `library()` install and load packages, respectively. ## Summary From 859b5a972cda647b70b10007979b070670701b5e Mon Sep 17 00:00:00 2001 From: avahoffman Date: Thu, 26 Sep 2024 11:31:57 -0400 Subject: [PATCH 07/14] Spelling issues --- modules/Basic_R/lab/Basic_R_Lab_Key.Rmd | 2 +- modules/Intro/Intro.Rmd | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd b/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd index 1e63f334..478498f9 100644 --- a/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd +++ b/modules/Basic_R/lab/Basic_R_Lab_Key.Rmd @@ -9,7 +9,7 @@ editor_options: knitr::opts_chunk$set(echo = TRUE) ``` -Instructions: Paste your code from the console in the grey boxes below. +Instructions: Paste your code from the console in the gray boxes below. # Part 1 diff --git a/modules/Intro/Intro.Rmd b/modules/Intro/Intro.Rmd index aade8a56..42a301ec 100644 --- a/modules/Intro/Intro.Rmd +++ b/modules/Intro/Intro.Rmd @@ -37,7 +37,7 @@ Associate, Department of Biostatistics, JHSPH PhD in Biomedical Sciences -Email: [cwright2\@fredhutch.org](mailto:cwright2@fredhutch.org){.email} Web: +Email: [cwright2\@fredhutch.org](mailto:cwright2@fredhutch.org){.email} Web: [`https://carriewright11.github.io`](https://carriewright11.github.io) ```{r, fig.alt="Carrie's picture", out.width = "30%", echo = FALSE, fig.align='center'} knitr::include_graphics(here::here("modules", "Intro", "images", "carrie.png")) @@ -53,7 +53,7 @@ Associate, Department of Biostatistics, JHSPH PhD in Ecology -Email: [ahoffma2\@fredhutch.org](mailto:ahoffma2@fredhutch.org){.email} Web: +Email: [ahoffma2\@fredhutch.org](mailto:ahoffma2@fredhutch.org){.email} Web: [`https://avahoffman.com`](https://avahoffman.com) ```{r, fig.alt="Ava's picture", out.width = "30%", echo = FALSE, fig.align='center'} knitr::include_graphics(here::here("modules", "Intro", "images", "ava.png")) @@ -238,7 +238,7 @@ knitr::include_graphics("images/monitors.jpg") We are collecting data about user experience with our course to learn more about how to improve the data science education experience. This data may ultimately be used for a research publication and reporting to the NIH. - +[`https://forms.gle/vxp8vxdN2Ck2j7uY6`](https://forms.gle/vxp8vxdN2Ck2j7uY6) # Where to find help From 1af68b9faebd7391bbc9c99b1724d44d6234561b Mon Sep 17 00:00:00 2001 From: avahoffman Date: Thu, 26 Sep 2024 12:00:31 -0400 Subject: [PATCH 08/14] Clean up cheatsheets --- modules/cheatsheets/Day-1.md | 67 +++++++++++++--------------------- modules/cheatsheets/Day-1.pdf | Bin 116014 -> 117320 bytes modules/cheatsheets/Day-2.md | 33 ++++++++--------- modules/cheatsheets/Day-2.pdf | Bin 113653 -> 113315 bytes 4 files changed, 41 insertions(+), 59 deletions(-) diff --git a/modules/cheatsheets/Day-1.md b/modules/cheatsheets/Day-1.md index 81b7fe48..16dd8351 100644 --- a/modules/cheatsheets/Day-1.md +++ b/modules/cheatsheets/Day-1.md @@ -1,35 +1,42 @@ --- -classoption: -- landscape +classoption: landscape +output: + pdf_document: default + html_document: + df_print: paged --- # Day 1 Cheatsheet -## Intro +## Basic R ### Major concepts -- **Package** - a package in R is a bundle or “package” of code (and or possibly data) -that can be loaded together for easy repeated use or for sharing with others. -- **Function** - a function is a particular piece of code that allows you to do -something in R. You can write your own, use functions that come directly from -installing R, or use functions from additional packages. +- **Package** - a package in R is a bundle or “package” of code (and or possibly data) that can be loaded together for easy repeated use or for sharing with others. Like an "expansion pack". +- **Function** - a function is a particular piece of code that allows you to dosomething in R. You can write your own, use functions that come directly from installing R, or use functions from additional packages. - **Argument** - an option that you specify to a function. -- **Object** - an object is something that can be worked with in R - can be lots of -different things! -- **Variable** something measured or counted that is a characteristic about a -sample. -- **Sample** individuals that you have data about - e.g. people, houses, viruses etc.\ -- **Data frames** A collection of variables and samples in a row/column format. Sample = Row, Variable = Column -- [**Tidyverse**](https://tidyverse.tidyverse.org/articles/paper.html) - This is a newer set of packages designed for data science that can make your -code more intuitive as compared to the original older Base R. - +- **Object** - an object is something that can be worked with in R - can be lots of different things! +- [**Tidyverse**](https://tidyverse.tidyverse.org/articles/paper.html) - This is a newer set of packages designed for data science that can make your code more intuitive as compared to the original older Base R. +- The R console is a full calculator: + - `+`, `-`, `/`, `*` are add, subtract, divide and multiply + - `^` or `**` is power + - parentheses – ( and ) – work with order of operations + - %% finds the remainder +- `#` is the comment symbol; nothing to its right is evaluated. ### Functions |Library/Package|Piece of code|Example of usage|What it does| |---------------|-------------|----------------|-------------| -|Base `R`|[`install.packages()`](https://www.rdocumentation.org/packages/utils/versions/3.6.2/topics/install.packages)| `install.packages("remotes")`| Installs packages| -|Base `R`| [`library()`](https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/library)|`library(remotes)`| Loads and attaches additional packages to the R environment.| +| Base `R`| [`<-`](https://stat.ethz.ch/R-manual/R-devel/library/base/html/assignOps.html)| `x <- 1`| Assigns a name `x` to something in the R environment.| +| Base `R`| [`c()`](https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/c)| `x <- c(1, 3)`| Combines values into a vector. | +| Base `R`| [`str()`](https://www.rdocumentation.org/packages/utils/versions/3.6.2/topics/str)|`str(x)`| Gets a summary of the object `x` structure.| +| Base `R`| [`class()`](https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/class)|`class(x)`| Returns the type of the values in object `x`.| +| Base `R`| [`length()`](https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/length)|`length(x)`| Returns how long the object `x` is. | +| Base `R`| [`seq()`](https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/seq)|`seq(from = 0, to = 100, by = 5)`| Generate regular sequences. | +| Base `R`| [`rep()`](https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/rep)|`rep(1, times = 10)`| Replicates the values in x. Can take `times` or `length.out` argument.| +| Base `R`| [`sample()`](https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/sample)|`sample(1:12)`| Takes a sample of the specified size from the elements of x using either with or without replacement. `replace = TRUE` samples with replacement. | +| Base `R`| [`install.packages()`](https://www.rdocumentation.org/packages/utils/versions/3.6.2/topics/install.packages)| `install.packages("tidyverse")`| Installs packages| +| Base `R`| [`library()`](https://www.rdocumentation.org/packages/base/versions/3.6.2/topics/library)|`library(tidyverse)`| Loads and attaches additional packages to the R environment. Done every time you start R.|
@@ -56,26 +63,4 @@ output.
-## Reproducibility - -### Major concepts - -- **Reproducibility** - A different analyst re-performs the analysis with the same code and the same data and obtains the same -result. -- **Repeatable** - keeping everything the same but repeating the analysis - do we get the same results -- **Reproducible** - using the same data and analysis but in the hands of another researcher - do we get the same results? -- **Replicable** - with new data do we obtain the same inferences? - -### Functions -|Library/Package|Piece of code|Example of usage|What it does| -|---------------|-------------|----------------|-------------| -| Base `R`| [`sessionInfo()`](https://www.rdocumentation.org/packages/utils/versions/3.6.2/topics/sessionInfo) |`sessionInfo()`| Returns the R version information, the OS, and the attached packages in the current R session.| - -### More resources -- [The RMarkdown book](https://bookdown.org/yihui/rmarkdown/) -- [Jenny Bryan's organizational strategies](https://www.stat.ubc.ca/~jenny/STAT545A/block19_codeFormattingOrganization.html). -- [Write efficient R code for science](https://www.earthdatascience.org/courses/earth-analytics/automate-science-workflows/write-efficient-code-for-science-r/). -- [Reproducibility in Cancer Informatics course](https://jhudatascience.org/Reproducibility_in_Cancer_Informatics/introduction.html) - - \* This format was adapted from the [cheatsheet format from AlexsLemonade](https://github.com/AlexsLemonade/training-modules/tree/master/module-cheatsheets). diff --git a/modules/cheatsheets/Day-1.pdf b/modules/cheatsheets/Day-1.pdf index 646ffb6d09677a42ce21327423f9b7e664ab0c65..d40c0f046e186a87d453bd2c5d15e584c1a4f2d5 100644 GIT binary patch literal 117320 zcma&KQ;;ygvZdR$ZQHhO+qP}nwr&1x+qP}n-LucVbDqvb%;eL`sH%v{eEDK6QUwt) zT1GlnDAM`mk##6WHUb6$dm}3-9v&!q8B;rR7YhPLPG$~*|F59v#Vl=HOq~em#cT{+ zOhrtM?M+Of`1qilU7Sn}ZJ|6iYc;f;OInfq-s%ZlsZ?c}ibW-a5~hTkI#f!NCh_ts zxl$)j0fTvpLjpC2*Yo`I)3glwJ+60NkO^9}c53VU><~e>2%!9WBh2RR*wO3#jfe_z z81jY(PPq~s2{c5A$bw}tzcGIk>M>yDt67tYO5Q!1l|9Yfq+F}}*!l{^CN4|BjVCz3cG7FkGXW)wc#a72#o@5(~WCkKlvp7Ox-G*0dAMX}VW-;P$Y( z+6b#zhk3qL|C%4w22+@E^VrNTZxhzU*!?Q_A<_9Kn-X$_SFs96F+dhiI2)v!5k~1XE&b_G>TVJ#z>BqR?yU090dxAx^G|F1;dFjW*(jr+H&dQRCf>W z1*?S)Qifn)IHyevJBkYP9{?J(RaBdUCbWb1$iEhFdNhLPniyyB6bb}`xrwa9*w2#o z$^2`S7->W_2F`7(xmhjbY5`!i?elQkYxOm$B6!RU*1e#GRt=fkS^=0994oa|T>$P# zH5kQ2q7u99vU!b!*2;kG!DDncV=={J2HCLy=zZH`|8Q82O)GCi^bRJ6CKtlxJ)a&i zo~(&de(QGd-l|$%R%ivJ9FRCDpxHQ*<&T_p z=ST=Gb9|!m`}7SR1D_iQc}!r|fifv`Dg@ zU@BFXTIVD*$&Ty{ayWA15Qx*`}?1_guM?8z(23f!&vxUseK5<}iFr1IvJ zH(2;J$RbN{kWGrGmSRUx=4-q{Dw_hUlr$*HpmP40wyzo1nf}on=sWu?Pl_(1BEGYv zMR56yHHF`+Pos6gr)J^)0ni+-9d+4AM74J zVp3~el)czv!Jk1~_%TxeG(Fn^!UEpBmKkPgWIa}AtJ$}hL%vr@wP^fkP(`5hehdB` zUz|OPdYEjE$~;;(U%3n2Zv+5tv8HB`%_O|4t_XKGg_c=w*3X(TlRBo%(!>}sY6III zTgZx-q`aW{b%@xL^tvCQLdmF*kVq|g8)>ZGrvwdztl?K0H0(!%f>JilG^3Aev!t>_p*2|z}eTt?3>NLy&H}-@cH(oviUhNr!H=@N1tN2Yyc1IVzQ;IjVWmiW6 zf(WyI8c|}UAZEg8c`f7OAR626OCIG!&$EtvTQoE5gYNqyoUADrdCtupDQo2fYQG-vePW4Und$8K zZWVnkLc4ThN6|iI-z)6YgxCheza9#q(bW=&aX*QQm7FH(H> z(HFCM_38_cV$DC$^IV-R6 z#tMZ&W*h#r-Bo8P_IpO)ssY-L6nRgKwVQXk9UIUvZNl&H&ZXz8nv1d zyQfvjhd-d63l@MWw0j4+QfbLWJRzQ>KuFDjx-2ri9v}xPQ1X-dq*k@<*x~d=#EJ8h z1#s`(ze^weh`xC4N0GV+9`dwzPqQqZf-1}P_$N4Vg!n7aB>F_hk3U6`1}!k8F!4LO zX30dHo!Z!PQ{gwM+5YG=N)KKBEa;)lOqnWH!#Vr^D9C5$?rI-qd%Ww|;85uXP@gt# zGamUP(sV!hOY9xLD2ciL@OlhzOBB1@!^!$t=;t8PZGgLcXTX(k()|o+3Y#O7`&b#@ z`rE_0+MQG0@cXwjZS_e(ZqsJkN1ls7a3%W#-n~P`L7Cc_{BJn_NBtMrng36OXJ_X8 ze#03$Bwy zEeW+C&YMC3xV9Ew81tUbQ-Os8>iqr}@@1ZXE`!Hn0B91pV@hJkBf(zY_X9aB6ox;d z0ueLj_PXj80U~9gB+Q-a{pE3b@)$a~`J4xu35m1^l8%lRCk`4UrVh#g{(=0-mRd`A zb2@ci7!~_p{Yt7{E|U~8S}%<&9Dfl7RJOFw>C7dH8Y)8$WM=4Dn^jjeS+q#|of?gc z6G`#GRqUl>*|no-ppi@4=hNZH#K*|A+HB-_Qb#S3^qnQOaflg=t#1vNtsJ*E+S39P z9^wR2f-!onpebPz$#spUy@kv{`~XF<4bNn++4ihPWOA@5m4L~qs9wz?g~}Q=%bHgG z{Q~TKB;cOkQNy)cgo0jgVd8u!Cj5NE#Gi_Z4G#~+k0saNa>ZbCA6)`@)t%zo3<8Fz;;X50wN)e!vNWR>Rtk&A3>NYM4-vNHM{37@T1n_^!Z;3i&9zta^NoLToqSHZRF71Kr*O&OgaGm)s<9SiKO&`A4~ zZeogvM0(e1{im-Y8$>e#aYn2lWh9f%Tk`}BkB>PqBkM-z>`UDk&D9i?L;^8n3^Exq zN-`IxJxB2quTiJCn2o`VMi(U{NTkX2TCUe0anRfX<7bs>51qqp<&*Hrb@!3O11AaN zJ8ik#h-_HgTz($0;!J<(oJbtp?fwl1G`@ABn(jq%Ciya6+|~2&5`F;uVHQJ{jHfIA zw;t;k+nV`VzpuhKU6fLS1_?9Do`PIoumGnEsR`n&!kT)4`)(R{_-1zLSJx_9u`jD!}Pq@~t=4b>>U{>}y7^xUFnkusZ3 zErmEpeJnKpSzgg~9seZ^g_6!>IEQg;;!{awSJ@);ZUkX{sn2QbngSdz)Tr2n4a%&T z!A9-u8}J;hi(h=@r-IwgVC-hcqCP(6O`K;_jQ-AZZ*c}7B~HSEZ=eiGq~nu@}Z%frpa!*r3$uTLDcb}bbB^;Z1h6bNah zOj+%yIpd4@ik>hxY{c#|bOITs3OJ|mv!><;jYWpU>K4#rKzVjRkj{<6Norlo#GLS! ziJ+YpycWNK;;Ls0eVnQ?-Ub`A_ZmRJ)a#GkouYUS_g~I#-@!uWplu`22^lXZlnvF^hfU%!=b50V3*dBG<8nso+{fIwk5mW znuvUj=i=(XWq|P-Yn^+Rjnws$gVP$DaD{Bl7Z5O<-c>x;%A52&QPyfOIe^_^9U63R zZfQj6>d@kaxNkqse8nnb%@%+v;hh_F?Ghz=8df}B!-vx(u@ncx zLm|2&9Bg{YHNP+784VGQ-#u@RGMMaxxvq#G^~=mT+TewS&DL4f4d2Z#VC@72P#6g7 z?I#h1{3qA}rAmF7svzwSerN8)`;OR^-#Jg)rGB@Zoxu0D55F7!(^}_Vn=AX*=sY_& z3%lcmFHjYP^;%%4_V)!^A1gR++A-Rv(oOa5F&*LHp6tb&-J~k- zADfe>gKV<2Iy6vQ)#y-z(3~cN6{*d2EIk_jDpGXr)U?HuZa!Ixh>wHdO`jpnKVC-3 zrovK{n-#xbL!fTT!(&4BPrcNY97(_H0~sgJw!0g3atw*IeK4_(dX3B+U%en|6rEzC z8o=K$j-w0*oamnpql=<=Wa71%J`+;~*MgL-)gn}?sRhN-`8tRyUgo6EOU@Bw%7=`A=f-U-f_A&c9Yu6`iTazgT1l ztZnf0eT3~D-5_wxoPnMHD%_wh@bG;+miDXsoUg989PhQKSIuU#SD&it&fc!h&Nni0 zHH9){mL@iUD9vD;^Ne%M4gjVmsa3U40x~f!LThPa0A^ldVrm}Fjs{$Xy@6>glA=3+ zW1t4^44`9J++E-sfa#c+ocm({M*;|oH$Dpx1_#h_AlzqF9oqmI0IHupfq~84z*&L4 zUtbIeCPrYu%01zbT3el)X&D*Z-{}D%@i+4_{sp0D07_qBXlrwCXyyREaR>rYdTIEC zW;Z|fEWnByK>*-_%HC4O{!NSmpl>JzRWwy4un6jjYAOolr9SzZYYSsz+c$r$kW^Kb z5lcX#ASbFKfC4O90UcG%leu~*gy*`w5Hy1FN4{V3xvryp2Tes(K~z{!MY1sdHvj`5 z4#1o1nctEhd|Q;eNdSLoZ+O<$=GISYz<|l+fq}5-z=4g8%-!LI-N4<=*^u4QM|xkX zGP73zb8Bws{;w4{3&`(khB$)aHz%$Ppg-1ud{V&i3``)w*M5FMqt!pGe_r$_-t%2M z2mFJ(&y8|N!^mqJEkWu3f zfE*Yb05Ul>0HbeYsGyjT+S-~u)ve)w%6y2;Z(N)jTOCZ_^6J_FHMxSff7YyQz?hhS zm7R&ju)$R0)2oOSl#l+scVzEbLJ2x-60RZ6K;sxbj{NTUY`0TX zAG#BL;lK7DmA{)M%Xi$%<5(saPz*p=L(Jov+}-TJD}Vgn*ZxkCoLX9w7utZ8zg-1? zSEcr*W*47(et$pcW+trv?_E^;N%9bQcAGyU#%c$kO{?QQxLY zKh5zpd)Ti(^Ne54W`O4z8XLdn*FEU4v;qR&-T+&Dg8_G}@Ay4;p?}3_{r9SBB8nQ1 zPk;ZW^yP{Ogsq906CeXVps@w^X65!!^B#J@Gx~f0+nIaXnh@tt>d62Z=7Vc+cZC7i z;^6WCjIFuf`JpFXLHh~b$DZkpz!@O^WOD$(7XA>pi30?$?Y-VoezJFYPyU2)?((4g zk(mPoFYJu~87Tf_YXHDf`!0OtUj7iyxG(->aR9)A`!0C%5Bwt{A9xEF_!A)e0lu;O zy5oD%)%SLv@#*fEWPSthR2ja&n*cGU{{ru%X#UeH(fmhg)%=Q;z1bA_?{}eH`R{u( z+WhC_&HfGEC*AN5-^5qm+WteoDRVcJ^BZ`N7w11O26O&%V=(7W?9`pK&i}yQJ##Ss z=%s!s_~EYgtM6=9zvkM&+!j!Uo!QI(^mj;9ZEs+9S~U8>_lmh^Ymfi$xBN*Ta{Q04 zCz4g6B8AW4C!r{V$ z^fM@`HwoN8qqnY&Ohrx)n-c2!+wLVa(0QrELZXm z?<*IffXj_!dSmwmVdDD;_Jt`@r0e?2iteBD0gf_rXYL7kdOk%vt_OcPS3mA9-h46f zvo~nEg<0PTs9~Js!1}XGp@pB^tnz|&g%$@xP-MmJz*w_V84zJb=eydTQORFOO$v!g zZ1WYmPzkvs21G7Wh5;OnWO_&WLZeRQ9Q#WUV%~(Z^D_klXCCqWT{z^L@|d=AoRfQb z(J|-gISaw#&}P2UN^nXw#+gpX?|V|Ny*hF(41hjFf^hLbcM@EiaW22FLiiNjJnE6Gu-N1mHd4}4(*-UOZ_&znx)|Er z%GSXSnQ>oNzu<(I!pV#4nt87S0$Yf3;ptjvlVtf1OgJCo-?bP0I$2iMnF>?%+h|Om zTlD8gcbhpp2aZ-k%b`(zdh!e6{fUA7S;F-IQ3v7fUCjGa3>nhzA*l0^P}Y^ozK-vZ zZioG4(WF4VFWu~t^ab!H+vVnQyvVTBwB+-uORd0^AFBO(f%um%#}Li zaZBFh7wl<7W33j-q%7WL@d2BG(Uphtv2Jc zQpHUjb;6@d8$7C%c{T?ameTq#d&V+IcIkNWop@nXBZY?Y6E-=qOrKEjsfJ)cS(~ zI0v3~tX2Hz4U^v;F2QSt?k5dYEMjtb&qVw`uo0+<}o&-GG(K-YG0=*XDLjH1`{C|Umk|dfOO&|{s zX;6JeVx+X!{SrX}yOp$n@Y$YcrPb@rcC-0}$nro24kYy5u~8%g%C{|h(TnH~1Lr9h z?E%0KY@?mm|M=?Dy6#fsBHGIA^~|e35W+J)%D80ltfpjJTYQGbs^kT zC$ehTDyA4e8%rikfv0qk_+OZde~AcfDdFW3RK*YJ_*B-)rGBnska{zj0=q>$6^n`? zM}fKofz$zT)u~;1XCQOlpCzZxGRP~S!Gq0*=91&7ftcZm(}mNmg7EfCz@SEx4HZq# zM)*aaBqS3RS&gV?Xusy82O=WWH4cnqkoKF%(*cSTlVRQ1~ZJPC?tCPSj)`>NUbn8#u7c z%ZwJRoCHn75p(C@K?wqDoOmf=+gdRgNkh|KY)sr;lsqC=huU2w7D1j2Bx)Y-X%ZR= zuU3N7^%^ir7epGf+4aAv$;JQ;qpnw4&K+eL2D zN`p=~OY~FPoN{q;EE}!z+RG{<{4B~(cGq5uxt!R#NPAFcelSKrW%*df zL-O+l$|q4a7ZN0()#-k^bH7B3Abv+|4l~mW?hoWcDq8<#x?0b-2Qm<3GWgdBKzh(6 zt0F1rRwI^H``o}7m380N~4Bs7=VS@>K=!$yrW9^{AfmbX{ zd?`5CR*l*GkLf|gR6EJ>1ad<4<6r#;vZsN`rRjE}-i!A_nYlLIO$_pf>UV22u$;?Iv-Cb$R9|!vPhM3sAH8yUcT0oIk|%_aYsl6}6UL@i<~OOS#@Yh) z;;(^9u9E;k4V8n0bc+P6th1W&=QhZ*TjEY}5uOPGpN?;1IMN1WQww2A0%v%l=Itg7 z63tG0eQV5I&_K0NK^%PDQ2`0czx#IzhR-6f3I2H^>>W`q`jOSmn%|D^V^QIlCCT;A zG#Q+pWKx)>)pmIeXT#+4`AB?zu7L}unZ``bKV_ta(WL1b9Dx=~N>)Mt&QKFL!!I#8 zr)o^{K8h<=VaSy$014J75jjtFC3Sn@0mD+t)mr_S>lz#CGOp&F_5~No4;-$)B z)>+#nRSDrB2qY5Rv`Y}Ib8~y~$r}~x?=g&0gg&q8R|+1Psk-Ig*MwiUW{B~Zli85= zP)V$k`VHliGp{RA_))N%A%zjJ)d~sVNx<7eyr81yq%xBAAqy094DbzQ(~{hd95{C^ zC*(VXtlbAk{G)Uq;d@yBtK8+8KKts!Q7_kkN&OklF(YrBT#?#$cS15bna8dl1kPww zlv(s)`_ihVctcF=LPY?*!-ZYdIf`S_+4^bKI4WJ{51ML+vPz)`zXAW7usQhD)Yj;T z{7R1BjR`VrHGViiG3v$6tfcXz$Y1Simzem$v^39idf%^7N?~hNS|V@4;sx8i>krcf zcrtSfa~3aF>)zJY#6fiu)iIc7?w2^+?THg+h?CU!Zt^PJ!WfQ28y*}FpoY&zaj2m6 zhuiTBGlLVhlNcxk;k+|lqrnQ;bA>?kE1W}=allY~QC441YuTd^ayRSiNWAq;f^Mkd zsh(C56XCZQc-)nf_{?l6Z=0q(M=r+AQu?|dcp5gu2?~x}&X*=$_x58bCWt6C=ACW3~)0qI($b8rn@vMu?qH$cPsONS{q* zHS7JT4fW3Z4cJrxg)Hu#G&at`ZAuVmdGnPH8CF&+yFo&wi^(O9oM4ST!*oU!D$@vrD9eMo6vGJ{-mQPvxZM5b6BJ-n-$_S zdE10ogBt~4R6^%HME~&Z66p?aa=d_v>(h0}@{lkoIhN%FJzpI%x_Aif?)EO!mDGy_ zPTc}FyV?>G7E#j)c{4ntgiN8w<^tM4en@_)_cCwk5gDa>s?KOA7iOWqA}bU_^glzK)nJDDwc1Kzoshr_?vFwE%E5aaaa9l1rt7pFv3lG+M z7}&RijuJDOmzESA=css6NM&m7W6t|pnYlKM4e6`r)Y}HW!rardG%y;6xTK@x_$NbJ zloq)*OAbUEP;P=C?ncX3SjyLrvAqh?Yh$tXJ?-@A7(l<))Ka>$XjCS8i$R9xmID{h zx(ZiEfxCUtM(%?jCoIT>P*%Ks|5|?sG52&gckB+QRf5fjH)xfth-=Wnsp|01rKT^X zEKTZICaOHW?wkz8BFKF&GqK=qq@1wFe?ZmI%vbN8Z%Bw`@GjmYf3xo{KX5^6b&i)t z%mrky(Jz%G;AQ1Y9E^_hy5v)-rTTpRq_3^ABdcg<@%1rtxOpk%P{N*&F^P_gie zR?p+l2feKV$*G@YolNpv=KNR@Vl$(kaeK#Om-I^KH@>6$mPKpQxKX64}w1UnT z*kOFwW{MVeG?yFSzp@uSx8kvpecJ2?u{j^|19|Od<>pwLj{qf)G2dy_5pxc-PEVh= z^5R9lKVu-Vf-;24aXV_3Y6rZDQTXo!i&*@(8B#vfwlcC3IyNO&C9oG5Cb4wH)f=5g3&c=*2M>{3qVQ=?gdv0gWkat3J2)r{Amo7jV96_V}d?GIGJ z!FUrlRQgRQlIDG`fb6}3c>yklK0icj4!vmI%@@PLM*B4x+`7(_qNER1^dQ9%5A}%_ zORF#hpW%Y4jtqy;?P);;k-k|oNm1Hnbx)5>C`1F3@ybjl(CWskzFmO^kOeCAB|XB@ zC7^(rGQl5qEFk#w^Xcd~c)_WV{V&V{rz6yI;!Y8gm0OE_+PPO9`2`4pg6)U*b zW@8*M^kyC%&rXXv5gxf3v=D779YiTV7g`wdbgb*bLkF6$h#$ck_@uW4 zzXXLRY23*(NjBH!>!}l0y=!82r129(V;C~xOBU!c>}JNxD~4B2*=R6k?M zyu49Wh7Jer+4TJX7973otNZ9I4Jp1d%s$;9_sS@Q!U+J&+4p<{!&RPR`~8{Vvv)e) zAxblN#+ikD$k_P8zFBBe%6l?$LSqzy7LCafCj%zLfB1UuiFXBYAgxQr>byF|pjf*+ zqbFF|g9!`rD$gU@6Aj>}Oa7^FwCZFu?kdklV;q)C`qf)wPQa@??q=Pso?Apq?%+Sl zow^!Yu&0$T0&QmY`;Y+vN%bmC>YHf7(Fu(cYN6Fr%1*6z5K|>z&q_m@pb#^0rVlqsq+o!)X@6cO zcm-2Y=|UuO2^SF;#>mTPH;_-QMO?l$MmXf-+qkx}r*jlGY)V2CF!}T}7q$Sy+dj6c z;97G3WUf3$0Z}LNKyJY~y?qw8wXZ2nRV8nxbmqbwkjs?8pCNI44bTx>fq#W*fiFzyN2Fh??n|IFfI{ESHi!pP0jA1LW1X)R z;zoi)gKd5ix!7@2eft3WCNW1au}TiwTZWa-j6xftl!?T3^q0$ow7VL6Dpco^(t42E z?O4c*GX6c&|G3mWh3^@)A_`eF-ZTp`QP(I*Y|3Y z_JfH!CD$4hsHbwGqUr6WOTKJ)^N@&DegFuGG`~;Yh9#+1br512BCGKpHsTu^v%6|{ z+VbUK=P|-xA!=9IJ1*QP$&D&HMbc_CC~#`RUKrDzIY}tMd``~2W3EY?OsqigY8jf= zt4>)1ev0l;`%fP21c{=gBhZxDAj03$0aIu(F5IXKxwDF34=AK92)SI1&=Zsnmah0SfO`u zDWMLM-n2oBiLofVbn*jKJme=lKm3LiHn0z3gY31)5XMqcp(Es+g-el`GC zs*j#$F^ew#+WRs_FR3r$d|XE|c-^)j8jn(Pm%OnKgjAVRJ8*n&n@sd@gcM* z$F#}X6cNTet7Dt$o?Rhbh=Hkeg<@o;8He?UNrZAE_r`gfVk23&2|=5sh3(($NIj!* zHBKOv9VP9xVr8N6Ju*fnhFQ! zg57y@X96HOB%kTLo>#ibNr@Yz&G{v1YPD$F9(>ghpffaqylD%6e#F{F!eZwo*f7@% zquA~}L|baD3qKil5>x%X4GU{ttp=^HU+oXMqh~m8Xv&jrameOjG<278Rab_Ik4$|+ z4s%{J>QvoHk{Gci1q125im-;|ttgcZdy&4PWunI+c+~3IPO+%joF-xJ*07yScB-%^ zs|H&{=HNBi%z00r?CpQU1<@nt26T3hniMihtF5_*JCW80N}8AKl8{xC+@gwYu){ea`wdei$d#Et-rLE>ral$&UJQKwVn*D zFLmM7n2m#oVK{ER`TUMmh4&4t5e4DdsHu?V$^{P9coTv5qu1L90sbC=@TvRH3+vy& zP7GfHGf7sUG;HlidOSM|Fk5VSUg7tYGkTBW^MqMH9M;RcVqW?kde)V^LzAxceb@fN zgWdMEzIl8~F=Ay%yEG}FDJ!yt!>|?pYPkH3WIHRx#};9ODX2DeBKuCH@Z%xp%U#hZ%?AM;=fep;HK-Kp7Ibxu`7C+)-AE!LJZn=?^N=5=&@Y@xVc5K38T1sU z1+s?xK_!|Rijr5!yXl9jWkzwXx9BPd_59H6S@tcIZ|Ub4;ELYcSp@LJvNi5O(LVV7 zCM88{UI0m2gkETP(@s5DbeJkD)*~(sOLWe-E`eXg(p5{9bL5>)cnAqI`v*Hj?FWf- zS8e)ndE0?sZyBMVSxn%dN^)-{9oRqXlF4IMHb(wj!{pmmtQb{18=Mv1wYVbdcie;2 zPTLA4iA@4RAjxi+l67pNnksEfFFMDQFrgC*gc}o&A)Tjw$W=>luTXw?W_C+lOE02O zOPz6~*17J6GO%IpO~eMJLKsMlT*3Kcs`e*`i$T;m+8DIZFc?=Jze#a~%}s=?p2itB zRGvuEm8sEaXQ@&{5#4trsy*7aXBxHRW;;Ia6*p%yk`d7%uBWcHG69OuRD3+r+Ygns;8j_yk9!rF`?y0xC5`3sl<77 zy4}t8LJ^tSJg4}oIR$-!4jTDMm<#UqKB&*B^>NqFVeU^&h+wuZ@=u9koLp9}VtR#5 z(p$N8qQs-GHq}Uohq5rxQ=ys0k9v2c_?>CBw&^<^b(TN_6{TUmQM$A>trcC;c*4%h6PH7dQgVB(?|=+I}evHf$s z=x-$H#CVOuW?%pWX*-a>YpEkon*F56&VesvdW3rZVD9Aw)JNxpwv{sN@~<$KAp~Uu zJIA#AP?j*#IT(3A1y{1vb;ly$PPvr6^GSKXzL0a2^j2k730QOa@Ww0@g>A}rL{B<9 zuDJR0B!e=bAGT-6mv%FJ9>Z#kk8=i8KZJoj2!9;(&){V-B}DxPX7bd#g@51W@T0TM z1IxiCVxZmwzA*IF?Z=Frb0xc}Jq%c}@%(KoMzL-94y%K?$(~t6vhc7Ktz+HI$EN8D z?v)Ms8K(s+qqUZP6g{M2EwD17gcm_E>m^LX5khxhSEOcZiBMKvQGHuPNN#aPxspa@ne9!2oZ@Q&o(@f&TaTqJ3LLCf;LP6F6eGUtBv*cm%83fJA z6nlP1xUdWR`UJ}&I1iIsw8hOKw&iYOGBcbhAWu0k3cKQ;Y7xdnQx#HNQ-)qbDHWdEp3e)ZSeZKSSG?D6{8m#tIf5xnz((hzrs`?n z1UK$Mn6p;*lZ<9g{w#>W)7TE8X6vPdTvHoSJ}m|0YzS*S7o+roIRSX<2kGtoPv^ac zYgE*P5VteLvXvKZ>tP%QLo#2n`BF~;P3$>@i!-Ts?_46b`j(V)!F=Yc@Y@P!37uSa z2p}UPHVA}))<~)Ko(-ihZ%y7(Bn=i!O|)$P#**&fU}XAJKu+#-DwV8{%wIwfI#jBO zpEwfw`Yw&$nFvKzJ({lTIDcVo#c9tWZ5%BDkA@z(r_&SQhb*s!TG=zElk2*&xSx)< zqY72SP6=;@$?)X~Rhr1|4w%SmeD5-+wHV#hoP>6KKbuGhY z?i=;-WYH;1x<~zneVIKPSU72~c_yrNqlr3;xx^CJqwq9uR=~*g268NG ztwq(`3dq9j69QyLO(+8myl52IStz+-yehKup41i&*`Y8vEJM~;bdsLf^gh0u;@h}; zwyqsCO0Ml<*d?~4hkito%O)3S-p|qh{HR%(2=^X3OPEyBiTfib&PpI0R7)2U!{@`0 zs9~{Ee6MhMkl^%I^jL(NW|a`M303lzG9NV+KOOBxU$xGb?^*LR z1$<&ZC{*719c#MeHXy$Z+)5YBdoZ{V)`&(>^&M_UM+KbK9+yjr88bli#H(x~ zsT z>WpXbDuEp|&4%g{|5;-Vw8u0Jly5ncSPU<)7`w9DybI-d|*i!Syx+ zA~a})1!kt0*gFNlhgSxcI+e0L*_H2Bx|YTiN^F&F1mvYI-{bfK-rJerwgx6OM#th2 zY187o*@+#^HZx50*cC1Y{>yn~$CCDFUKzp%e^FzI6~X48k>p|pS#U~#y@k>ZTTSBT zx_}|waj+dQMn`pWthYe?5k%z_j42tscgusqrd1yHjTgBF2`;;#GR*{}lntTfX+`gO zi~5v9t>yiQH1_bzB<#86XZ~0Jjyg-~snn7il+Wf;PdKzfH^Z7{*srL~lZ%IH(ApA( zx^9Up>Y~yU(?N-y{Vd$VW3|BCMX0K~%s{IrJh>PjsKhzT*XJ5@!x!|_Pf-WUejLb4 zmwh#Ia_W!(4;1=LG(BRXWqg3SNW(onFnx=vN~tPW{g0nLOtQ92x)Qbwcxr3k;C{=5 z;U}014g@@^p1$C55oWU8H+!M(dMF$}?|XmESwG9~Y{8wMx?FdUzfkTFrmOBMuktum zQ*~RB^HeH&4-OM0JFsP0g<>3(%8Aq^49c)Jp2@&nGkuXyw5p$uvZ!p48jCXjyd$|^ z*a;?AB@%Wa4@ALTYMn=RJ4F33MkZ}mSyp&sUb=RlwyMBUF^MBQn(d)6_(bW(-G)bb zOL`E`W>8y{e$7==;tbDG;75TF(IGJc$61fIk%w<;W#Ku={AaG9U|LNGVytM zvBR4PO@_apMR{fT4h3a!Acu`1BAmEfb@7G}*KYiw&@b@K3v`mI?Ho6mdzvK3PzNs- zee5n=L?LJMp+iTuGpp!hL|4xhAd%!kT=taH{<(O3#c+20My%Go?|21_V^P)S1YZFh z0IaS+-#5?n)n!uua_CIdSGe5Pz6eseSWvflqyNfYJOnGnS?bX^UhbHfBvr(H&)*%P z=KiVn^285u4$qS$_=%ZbpK+92pl|fdgl`8;r7cE&R|TzB`d5HWU>qAFz;2#gH>RL9 zYz#mVv?1ki2V)9y7SZI1Kdvfmmv82*Lu_x09dX^p<5eJzx*=&~c6)&OLlFRxbG*1M ze%0=4zCW^6Cl&&A^O}sp|m#eyrMxXjh`uBW#MFF=C-N4 z=OrDS9}H)i)EM^A3tE(d$jUps%GxAnj~#1_17d z#wB&!`H~gZ>#Ni$)=(!*OOX*dq90gY0Q%S)wA_ND_XEzvrTx&}u6qvKULmHePna0% zAec0U_)mFgUEpyxud0ESn#HTG?}&neltsE8+%+`-<>aOE6Q z`mUv?95NQdHBu+L;&r*Y#0k7ST8vc`5qdD#M=lFZz6N$QOgY8a(V&@@SD9OX$H zt$_dc=umXY&f|X~WXwd@bvwDSf}eQ4Lk;n#nv^R8a#lh!4sRs1_1x5ZAO|QX`g1N3 z$qz*?YjCpR)lOE?jy>Tm{m)euaLmUUV=d|2@ZIlTrQSu2pwIy3$vD4XJlI}F42yKN zQl5x*_eoKRx8N|%nwAF$&|yK{x9T!Ts8nLFhhIVa3V~3&$<~(I94g}*LgrJ|>*0NE zxo82I`LY)wZu0BN`y&T)PNum?ZYvSEYl%$^b&(d^W(@pofV`nIk=EY2Gvyc*ePU(B{ORwdBtG^H#QjhGKiUtcZt9BztQ|>D3AbSIG{n?>TdGlkZ#AQ2z5LaFcNeFMbuY zBk2{eqG7EyI4c6FFKQ2;!t|Fp&;!R9Cl~cZ4)l`R4`<5n_H!Bq_j!-1(UI54 zPm9C*S4AuXaPW{cCcBs8vk9fFRk5ghtz7Ty=f^h^m~SO2JE*PAW`;pz#Arsh?yBT8s4|iT!6z&QqSY)w+C}A ztICttmy*g*^cLsI7)WrLQLyZ)e~T>`H&TV)Vf3S0ax{4v$A{A?D-qhVE%Rk~AQod> zi%L_-z`6wTqzr-$w6PQopfn`ME>vC6uNQ)0N_Vo&J`5JQF_#|Blx-^|4;5uVMmu2> zZWlw$xSoASul{WJFJg7|_~Qe`gNo1gjOzUM-MR&vaHQC06UIhiA2X!DjdegFN%O8| zOt+2AsH0K{FS^LZPmmObQ7fS6{X{XvtI=w9zgtn(jGDdK0I z?7C5-u{UN&K<~0Y{@9X~`L+Ddz*tdEGAtj()BN5Nn%)f&Jg;s?Gm1L4_NBGp6Eex? zR0|$UlU(R@b|b~+?A4{snsMV;#)H6l9>F|bV^2x?SMr+_4rp+W0ab-b z8A^T_7U#cl7j@fAO8l{ua6TDeO-cCGVNyY0&5@Vy@`f+Gc7=bF_0uPFO8L)YBi>2- zlK+dbb7~RfzW=cpsiYyUr1kgzyZ(DDcA|@z1=vm{cI~Ch~)nEgD6}raWYF1RB%E`NOZNyL| z?8jGsOsCbo^Ac@$4dlGunQ-lx_#F3oiIPrsL(?l0Iq-dDkT-3sJW*0tzlSk4fNYfjq zM;Rh|*JMxfma+K;>ilQgHwKH>igA}Rn9_&sTUu{Ws~bOgcs$C5$fPlxuQ(lvf+R|R z41+J0urj{e2>T~W!Wbq6F-$NK2CJul(b~E0i($Vr0JCcPf!c{ z%);R8u=%DsjaKmEZ-CyX``i2f@Y`NnXvG=U&~fL$oOHqw?*IUmZ|5k<_>^#NI#5ut zljxu!5%?Semu#ZE7n@({-oh$KvhA?m{M`=WyUJtSX~Gw6&SS)p6dK*{Arb0rlXXL+ zm+oOo0laOa%-Ux|VM%qM3eL@a_9aR=xi*?Qm^UUzW7PDbI)}d$4@fTz?*?#K)OE5+ zde^n8Pb5Jr(9PxMb9a|dlz|=(6F1YWmEA8>XzHO{e!7BvanZ}=9_j1(s~7sr<(@Hk zlB1cGbc4_vJS|IF;@8#;VWMgH(9SBxRd-R7@6+wu!I2X)$62?J+o%zyutdaF0vQx7 z^vEV$(yZ7$5K|(wofJ;O+NVHvNRKhc^$sJ1RvF+e>+TC05iN~LH|Ny#A)1l2xy6PH zTu?w`_V%v8gFKKI?uPv}*OKu!Wr~poIqHv?D{a!5Olg9}+UJN}+d;k*tf0n+{8_X| z&=k4`S^DC6R8qf%am8jbtv=z0e0)c&GjQbDUY$!p>HdO`2boxnCkW%?Qu*%fPRHza zhn-D4m#l{B60tA3FDV@~&L6Yoya>9Z%H=VpLDlQbU4+S)E;afAOl!+JslgJV2PSYT zOf`gx8VbPO3Xu`%xeTw^suHa`lqDHYW%47m4z(3Kw}bwmxXjaJ`bcpIR#X+zNm4qL z^Vr-f{a`q5AP6T4ZiN>lrDvh{lkwq)g+^%Qr8pwFp<`QK;7!ibx|3L6zc7=OAg8{Y zfTL`nAt8Buzc8|l)3Kn-o`##3!%D2ocNvMP<;M!UOp(4M_u{S^O@s#7mt%doX{A7T zJ&P&Q+dm<(g2YR%8{0@eJ#?WMLMe(H@s&$cWnzYF&P00=?-Bx~yn3f|ccb6NJyrJ# zEmADjfZ#^Z=Wtk9ziPQS69H*+sBlNgfnJ z=?-mkD7ur~9D;&B3rY4}pfGm~A~uKKT+?EXL7`=}DhSj|Z$1ut^nh1!;3h*Qu}t`52;TfzBY*hrOF}HorZ=2HL3S0Bt~wvtz|Te zcs)e~`K&W;m-&A6VIE}Z<(rH16T=%4l6Cu-W&MXzLmWln&MuzXg6A&9 zu%+qa2#~VRpu(_`i`MZ0vB-#^`=YGbEVv(@;@ci>X`FI1U`djx*_&}eKJBWaPhW5% z3`kvzM}h-)0fb0CDWV0**LeY6t|@LJ<}p` zse)+_RfW5vM;t@ZQsfJxnR3|MH<%Pal+y|IUrlTdc5;c!W^c&T-lKs$VLXcp8!)?T zgw4Fh`^BWay4Su*mndw0OwYfb@oS6@+O}5w;P74ud0o~#Q|r}9-g>rKz@svpgzXtv zF(iU7({&3JK^{;X&4`w;$OjfU{9G_5!}i&83~Z~CcD_W(u-N=hegBf8s2jffDZ?*w zq69o3ZNq7hc(q)69MRFHsbJ#omZdbn)5@~T9ogB7Evfe zpYgNm?g^|k>+ba}MD!o%wx+5t9f6gS)tFG7?6^gfpf|jK(gh)PHnZj>VPitEpnr_e z;=PTf=rw^}W&!m>v&nJLu3IYwKo6ioae=Q~9ybFyJ^=*$voiJO6O7H%FQs(QXvOAb> z;8x5w^g$wUJHLs$UpV92#1J$9ix$s%TY5xUsMbodR5_9>Ocz>OF;cBQR$&>PF@(y3 z;kn|p0kNp!{9hjV_7KiEMGvvJzbcX)O|boZ@*Ow%>@^+q^vhpIr15Mh&=@tiRqccx zg>Qr8j-47hG6~IcoKu%%)^^Z3w0gD)%*(aElC5gpqxtHI5C@AGP{~0|D#}D5Yhf17 z$(kpSKa(beqXcfDN@tamy0=h^SG5)TN(-VTc|^3`-yF6uM=)lmKW_pmiRX8gYqj@x zUeMK}{5qDg8-hiG-OnJHh?7k%#DVRFFiwJjybPyew!xfiQT3Y<&}=qUemd(ENzNe4w|?Dwcm%YBxVWx+M4{%fCx6Sf zLc_OxD=#SKcFwHNH=E5=i4+s^frw+6CEn>QF`f)MY&Ih2&KUqcL)qS|eq6QCk$Km= zZw8JELza|YrW7-00UBLMWd$!`Pgq=z(8t1!`q@_MhZ&ya?z9%BQOtQ@&%N)rEwNkvRc1o zG>HuRJ53ZTPc1GmokkT`%_3q$+!5!WO7~LK{s^#zwJa<|L79-FQXn->%N`O2SR6-WbfH)Il#n)-|f6-%#cSc|Xx zybX$>S?DsqLX#dSB+2=8$b-EXR0O0>uevI3tv(=Gg?<=Y+sp5s_@_jQg{h?6gMuowtQwri4?KBCJ zb>|k>%2Vp0f1^w8j>otYk@TV{xa(5rF9-$;#T{W(&jq`p!9Sn6L9(@%2#*`diC)() zm8l4}vtj$2;V6HX7CRtW47IdCy}KUHw9G}hNyx5ztx6be#(Y^E1RtMd^_gLVWP?}L zQ0AlVh2g7_RR&OK(`NFfkU*LP4cpa*&2fAB$_q6FfXUO}U~*y#izQOI|Ge5JH&<`T z$WA;%J|b{V-LQ{8hBOiq?WW*=siPlJ+O#lQ)LUOB)1Q6w`6h<|{B*@>M5@1)*_Mzs zpCUw&0#bBc->zs@>VpR25z>-qXk<3m`Nm-&clC;em!YtHv1~`lJ5=N)k@`Mtn-k#{ zfslHk$&Ul`uQp}&cL~Mn_3yN~v@}jbc@t==vg)mOYV>_9N9eIW0$)s*A(KM0BU;f zLof}!1+tE^2^Miw{L4aIC4JpWYWRj7mjser?DXH#DD{kRFgB^R5d^(v1KF4|nOXKl z)AunCZOv|(;|>V=*mi`#+~tNcB6tC{I=%9c9{eWL=@Oay>zBXc|%F=qr zz=ZG55eibHEt*eqXS(-imuH7wl%$$`^-FMXMl%8MF=zRFw}qGv>g8{Qn<*BjGe5p{ z4nn4J!S1-*kwts1-IT@8$yFX-8}^Zc6dEk6f<#76k`9JmitXC0I%SlE3bhsuAydn> zW^L*;f9D5{;EYIWrjrANtjYGFx~X`9+d1v&a}#-8d}AtYMv#l@-5T7+t*jm#N}bUM zWQ_I^!O)ns zT^JK5@F+xgadbh1h)88*5sAOZ@HWAnwo^y>ITKjrzhht(*#MCtW#UF~M!C3~SI=?e z%1EDp+61x9Lk0#qMMi`?bWd=V7n#+2gSRDCF&Ee3><}f*zficAvn09L_2P7=jKKjE zjc@QF7Hs7UP=M!01!G*C-sYKwxR7yi_{KCmZv5W8eQ=WIw~-8wP&`V51@F=Ny3^U6 zI%ylq2mZWP0$K{ADY~T&!F9dqo=}gxYQPS3=BonfP<$hPW_tpi)RWml0=tploN{uUO)s7GnZapq-r4Q`>}y#3L}eAh!FKqSc(3aimnm()*`1HQu874KzZXhP?7YuNu&a!V z^V(JHfeC)TO40uG?C`UgwW|z#v@;V4X8kyS+=%ibf3Hn+9TeR)_Qz;`MOo%@l&a6B zlQg&j-zMS{!eT{bDklkz&LNedzSW6(^qxLM>{n)9nS!@OXKi!8lt9h`x|s`;-D!>OddokGR#3V6oOYUd zbld5ZkVXj3Wo6x6kN#eL7TpwbU2gE-j&>{U?ot?(zC64l{2d-U09UHA)Rt(E2ucB) z$NtF0OePsRa`m;89jdNbs1kma8T@=5k)`tjhxkcdt`}AWr)n65X1SuDZl+L3;VY+H z!*hnd?789`4Xi7+{YM^w4-lZFm&%Rk@a>j8Z_fg!iEzEr|V92Li7o8_GYN z53gSx3>h4giu2^ki?srtlaN{e(wj#AHn!}sVzIJ7gj3)8>gVLDrCL?jEdhG*S5TdB zqoRwKeoc&qICN8o6yLdo^%&EYo7!NZWxoIUdYD|dpVe&3u!xINtEPRW$&v)(Os>@Dv`Ie~9?&W%%$z&wwx6mb2c(G4a4dnUAuD9{>yuW4&m)?xiRASkh6 zRhQOW`H~xGJM}pxF)FAr_Io9{l`;nK@E{b3-l0G^W%^g$5VmnKVA;$b7m7wP9r|kT zpSJCGvN~L|sPesQpWKNjw%uGcI^=bK<8jGI1nOG`EiCUgWJIEbcX9N5 zaPCPjy(AQx9npz)c7N8Y@JJph5hWX~Ko2>^kKJeRG1+4nm`j#2e~k05CXr0RncSv; zu{f2bYiCWz$@UD=ZHw%aZKzLP&oc){awT0buqJhA5nv_m(SUjm!6spQI}$ z$J*OB|0dNvRMX2{x-d5Wo@Pu+=~vg79vyk_<<@B!)gxHDeILRv@SnCbe5J0Meq%D2 zg(JX6H_?BA8`X8z-BF<887C?Ih>6Z#8r%DExGuQ78xL*bJ%XlO=vOq|RxB>A zPOcgxh@P@2%81bX`8wr8$(10<0ZL2}b5$7r2t4t89I4;Y$=uB%P4Rb8Fa{siAP3w{&RpAxffmk_y-UwXT=LL zAM_~S{O0RpX1TT*@2~Ld2lSVJ942K+1P;54*SVf2=qQne9ua)o9*Q&~>F!RcY0v<> zY+3VwVNt^c)hp(OwN|07{Mmc;`*!%fZ-Gq4Q@lif555gVcw2l1V5=mYh7GIh*hYFx3Uq-`jig6^($wcp z%~E`cD9f6~PjAUT5e=2v6d1e_I!W}Y5Ge2w=g#lFAQltmmrquE*gs}x}$;Q?Xv|i{ZR+f^{ zuI0{6IRrIUz1#<}U%KeSX3T$6Q`1k^BAJ|IIF&_0{#hqc-w;Iw)>NZSGA zHqOkH-t2-Z$e33yYChspoUirwl*d&;7T(mUiH8T%)AC`i2LO-tBVQ2igQlE^TJLQ| zj2L0HlZnt#q(MVEVW3hm5ye7-i6muSGiFVikI22_%I9DTyeIMMjVZ(Jq{4m|Y&&^iZc+!XJz=y#PYbdx()#mIA>V>v1pl zW3Bg}O1Oc%q`4ml3&HCZQ!Mmp^M6SU`4%R9V+5@V*q#5RWax5`GdlAh$_T2<*XH~- z6Tr^Slpv42FL|ZK8>TAR7u}HblTeNoV8NZsoGJ`hBhC{$;8@aPJ_ew!G=_{pW@M$& zb}!uU5QMbGmd6ObJ$(2X0MHdUh^D1#&4t9A2u}W@>_hPbim3Rw{;a?i>eveB(2h zX&G27c}U?pB|%#<$o5i(X$FV`RD}n@Lz;!(~NqcbN`+Sfpet zPgTr$(y(_-_D?p_lY6t7v|E7VJj_jWVuJT$#xN=1C+Q+OhE|6hqm%gx;xbpp=|@uJ z>i@otG6m}7nXHa$Bos`MO=mpu?5eK;qJYhRxAD$jHg#QSlU-d2cKHYC?j#m(7%pgi#Ac59_c~xD5Hu z0(OClaxi^DGEfDz>$i}M(uTxyG7;8f?VlDfb2F+2h;fZO)R17a*8rr+Rpp05Uo_DTVuVt$Ph!?cSgD0I+$z z+CLfr#cQPrqBX3+nEIclpr5qyf@9{XX{V-8S^Uq^8~}jE-2Rzzdf}_eHgp0LvhE4% zDZ&k;eHQ4`QAV`F>?HZ;k@@a*g~I*_WCpz+X%}=?c@T7Ep-j!;>Os2z;Z^Pa3jMTk z5Z2%piW*f5Q^w7fYgi696IR=7o&M9v#^k5>LGC?Avr%oToic}()K_5fq0chO{kH*A zuF3uvd?e?7O7oHwlKWXtPMQAF?D-eJ2dwGx{vWm~p=R(^**uBXPHj}?xJWXm`<-aU zsUSF3ck|kp-y%$ZLo%=Bl1`PiWLOGIW3_~=?*J4eW4uZ}wS=!Q=?-&rdC8cvI4@D5 zSYRGTTF%74i0tRypq4}`q#(|{v=&9J%~QdYMPE%=1i~_MaCGZ3a)lQp7+`}&^TsV) zw>GX@(no8aFmA=F=1Jwv3otF5X;jwzFvIK{-KTn4bH&NQykXY))!{aunhm;MtwY6l zII7D9L8U8DNAw2yR||DHqb~_n!??X+FtIH?S4vKhSA$+gtWaWrEkFJ2J#Tu#6p`P2 zFyfHILo9lA=Q1b`Kc5NDonG~GJ;I_E+G%QzWWT>M1FBod0Q2M?4cgPkG;2ADMK2P6 zyg&q`99GCW=eo4tgoC_es%2!~-Ov=7TtVdSH)KEj!?_SSV!YUKI`??p2*LA8AI8wc z-@mjduplTmUn z<^(&Psih%YWO4xp#y>#lj8o=l%N3X{k{5QYj=^3hHo6;6C@C7ZJ8`a#P`?%aRVAih z?)9}EQvJ&ZFkTnVex!ytzoONaR$t(ODMe|i5xYx4yH*e0x4oTqP#cIUcYOw1Z7&cu zbj6yIRCUKlm6-?b$5kjUW$F76OrH#=l${2R4OLFzKgAgDX^>r-5q5lYcdEgWwL9(G zaCw$lf_l6^N=zW?81+EY!x_k(?gne!^|QYXoF)S{3(S*@xDAcJ9c{9pz1qK1`-u4j zB8$*d$R6E0kJZl4s&HtRSBD26vpSL+uBa}=1J7rETatLK9Zx*7Ss%k&zlp(=k)9{P z?;|RuD`>8p9IVj=DqFfIkS>3h*yV=3o6K|jexo3PffZTS-b?=QdP;l|buP+4T>35X z=5dfZ2xGR5hlyBEk^Ix`8r2Sk7uKJ+m%G32m+OA~_l={YfrNDsxHEf(#WN2;3CV7d zElP_?-#JD1zY5Rkj<|n>Gql4fd`4_(;T3SX7!1KW zx5=-BimvXs%T$Ll0Ju5HnS~U_wN$C62-qnhRbVb~TO)ts?+gF~;R@W{R} z@cGgE>Kpo$i(DC0u=i9H2)&lJ3?i;GiOaVxGzF}H@mEaJWH(vDH+KZg+MbtCidu|( zVO{}TB1C%zf7~^${9%0+oCl&*uGVq>>tOeN+7>vmrK&wJ4v1MT9)zWn>-}> z<>52KE>!}xH(Uu3OGAZ3UueuEClqCrQ20>3in+qxZ}+0neG5>Jb3_4lYRKHncc=xG z)49#Z(b>t}?lC`8rygwHeF{`JVlEaTT9$Qqfmd8`e1V5Y?F|__U?6?LKwPd)b+%>K zWkb)o=5E(4oEsPH(X~R}4RGDD<4P%2;H^FDYQf3-j9outE7;O7A``B>HlStJbJUvCghXN~U6$eslXXG35WOjqMaNE0gG8>|=%niAQ z0-%i3uYx(+Jx5Qp?-DpzK_PRRqD|s{0AlgyTRC~a1yK||YIR2ah6^a#X6G29AmAQ{ z0ia4s@77#wCx1OE`!bb>E(xAxas@y77HASY6DjOqm1!hRu^q6tz~2dFk>#c*HnR1u za5SY2!_>mEL5|^yW~{cq#B|vNQ2Zq^V(I&3YJ|Cn7@DUHqCr6bzZs6iduXu4AEX!h569zpt0$0qfE~>)tn(O!Nt_TpKIkSIsm_{aUafj33A8RnNcHf^j z;a|lPABV}(M}rlgOlHK!W%dPcZe-J6w9N;70wVPSvGRN38JBhoTla9e z85&ot>f4jb;&`9&Ah9ndV-`#&O(?>Ji&+up^*oyL`^7p%1F=gepScETWBTES=BXlG zdh~c5PC1wp@_r;JR7@!-_4KA^3!CJGy4jBHS1yq{JI+H^6M-lAc>{^Cve2!?UaOR# z`LhZ--;p+(ROa;E3fc<3gsSw}qS`3sA~>jPm_;j{5vVge1O@-&{mf0g{&P-pMl7u&o9I2L?JpHHaE&!?4GE~MiFVuePInJN9VMWA)LMtq*8 zhgh#_yn+N7)AFot5j{VkjUZO@1CDdn1>j}ku(KAxP?JB&$LrnTiK=dHqx&!p!yd<9 zg8CO}d%G4_MEg(#E#ELOv||7Knc6EzeE;WnL$d)g8GFb8PKu|}VA{eUG(5vI?H}H* z%}S+`t^Inw?49ffR0anjFTA9RN%zPnnm_v`U7kR}!hEe?(0zSPSKPzY{qzJ3i0qgC z`8x6rlXJ;whkX;nba<4iESYH0sBQtUeR^+*;4t^R3~vNoSeEM(JB&@Mcp3Dr)517P zS$AQ<2Rwen-IsIpBbHrKq&MbFM`L3=ZaCtke+5*t)p|3D{_Ik00}qS=>ZG%#J~PV* zfN76rY6Z)8t76pWlPIvu(IbRL=qw?N7`L;JC(#3zT2T?)73=cqm}}fNvu)CH!yOdyj>?XYXfN%vSl2|GD9vEyY=Lno7Fph}aC#AOVYb~Xr{ZLUO*SUH1Xw=*Ahb}3h;ngwc-MxX$}fzn zO}62S{z68eqUw^@uy{CRFzK=w=>Q=|DWQ7Pp*dlSH!1Y()`U`oal#d(nMzCm*h1#i)NE!qhav6jB24ioi*>0l$*G$F~?YYHtD%90@$w%9% z-aQedG%)n6=TF9^r?j|hcg7vr5v;8UU9eP3j64Fz6{_y*Qu*G; zHH>;w6$7ri>Yl@h2A%?wS!|w=elTA_w^s%GT9&$VKVPZmTq?OS&|CFpk|n-PV?g6w z14>^{oFiH>4oy`TaPw}DcI*LYvc{sd=#!G)LrijL?ZDU+2yc$7)cv)T|MNzJGO0Gx z;1qa0zD^A?kI4Kl8Mv;a+Q)0}nBeCDClO$V0W_*OT-Va@qPQHFWbo>|X#3!1ZzzvZ z+&p-wc=}@P%yTK*FUh%gE1E&GoyPME-b^kKRtX4sZZlE6(;!4Y1`K^0j}#S&Sk}I} zrTl35ktiGIVAz;kKH3%WnCh57^w|1C@qvP<06|p`s!y*n2P1z42G_M_|N0N8H(a)`sjCt)86Fr+Pd-1^!IaXm!TgsIkHbHfa0 zqQ}C7$`ej}+HkUcA#~0tGYdUhJ)-(-Idk}MUE9KIB>ByVfcVl)@3bD#^tH96KB!@N z@@F#e9G|dM`3QMfM-6%WU%oC-%*Ed5^tK7ATMS(O_}8%s9-V}DhcR8pjhOvf`&gmZ z6!T;EjbdHg$}a+?3o@jVm-b=&W~uBH{CoMz?3t0BPL^pQ?!7C(85QWs!#Go*FwBC4 z+KRGjbl*-Q@{Bq~)>7+p*k|77G(H@vaiM0rxF$|dLGZg7DhLN^O{BySF@J%RFQM(9 z?Ds;vfcHgRz7)4!_%)Xg@y-yH z_p*@a+RTK6&_U&*u}{Oi3gEYD`CtrQpn15Wzcmvuh;&%V>km5i)lY9f!X*6@1e@DW z{{Yt?ZmPx#95qm;W6TR!^_13=JfJ}xw+z0x+zHK~RSw0H%Lu2bka*)VWb91wDnOPW z*=4M$(=!4n$4RZTk7)QRX+9^-KAg5@X!Wx?X-1Ds2c~zRCdGYF=-UZq590h(^v)Y> z@1}73&Y>)zuDjzIus?yagIscCR#RqD60~iDc+go0Q{Tl^7f9y$y{gM57=r2R+jg& z=7KZ!auIwTba@}j2BGlhb(SMIUU390LhYR&YH7N27O6J*@3a`8U1*`cYWQ@P_~t&Z4d`qUQoxa-Hxh*5SU1-ymw^D%!1TZ#nb|Wqnhsmf2qh zqWRx(d^;K|3je6f%$5Ci`V4r_b+9ZZ&V~INial|eciPBU#V=ROwNUCr8np~k zm6e?grODd2d8I2(vql*A>}8oL1GKUwm_Sc@DBC8ZD#n8g%u>Zh9-SDawp59KEPF&` z>SL`fY0z~m|mNhx_95&+@# zBT!*l9q4<&5jS8jj$U)tI=6PaA0I*|wf@=JT?i*EY^y+hMn?^mXN>wzc-mbBp3Lcw zmgi>adZ5Ieaffd9;3BgM`qA<%^v|qFc|vL<(Q@+gcxa^IwunVmaB3}h!8BU&>yf&{ z@|<>LhU&@@;K3cJ3KD6_PP?{yeCB!YhIC5U=vgarMZYXOt;NCZ;1Bx_Co1xs{{WPt zs??rLXDvBeY$-V$ysQQ`JE`j5dF0`$bX30T>d4$mlrLBKfZgPfrVc`dHV?O`C|9fT z7N%${zIp#!I=GdW0MlqvKD-#cx35i~h1N4P3-ar9u@2Z3g2nYDSHEdM8}JFr$c`W8 zzoZD!QbPbECslvk)^rK!_lSc$2U!2-K>=1pMg=v04XaRad1x!m|4?1ER65LSMNm?T zJ9^)llFF2CoFuOi^6cQRrP^EZ!4;@@CN9P91npX*X$NoO8GW~f=dpvFaSAnuk`}<+ zUJ4yJaXR_0%6EOMy{6EH1Zq1%TYWX+1!z1Z)pB2V#OcTZ9E#wF`T+BuLSro&(jsm; zV|yH4SCoiyf$9|s3ugk1z9-i^-m$n=k@#7LS?oB1)a(H{&lj3CChlIgC=t}72H2xI z+jZu&&+!H;V0jgaUyeu!nrH92o0GCfRv=b|yL7^p!7vL!y8C5pOzxX61)+6BqPJoM zF|v=zx)^_CvSFvZHliaGzw0UbIP;RlM@HTe*j{R%b!Na?$Z8OJ9ZGr`EoYstKOaAW zSe`}h8qt~XSkX*aKy>$M>IiHmellu1W(14l+VkO*A8MMyht8Ct8hQ-f8%qXaN7OMl z2Zz>^&KhL@#4VViIXeYS|8aCjM;NfQ{$x^G7lerR&OJtRD^B_cIr6R4(4KLd`#haY z`F{2SKKhGAiFn|`LMLyso@Mb2}@1nJzy4HUCUm!s>z)vQ zeBvB{q06Ywax`417HUO20ig;z?0rBU5fS*A@u*~z<*2PS+CJ&u!#lj8n=O%!yA*4Y zj}fYwu~z;tz#Vo{uadAftB?&GCJ&(Ub_$ctV+`hqYvIezosC7gU8aMs{FdjG`}*TX zdjx0LPcw8ta5v#n0LF%F67XN(f8ZO1&St%X+@OMoxQW!Dn8sj}#G_=rT83}^ z0{XA{+_%&5E90_00N5bB_h+~jx9~O}s=7=sD>#Kr`Q7&bqlOeyI1RwLue%zk?&6w_ zM};Gxh>}$2I@=0fLKFcZ5<$W78g|^*pnsJ#*Sd;+?}-&wzV2^ELZBf* zDca9Gsh1$`nhBrAK5^=XxGGN3SiOfR~#Z@IW9Neyvgjt&9%{v#(1jIF#63Jg8$)GwDMb#!3%;L!y)KjZR-3 zO)8T`=m2fy$m^^SAGeok7tT+M3Apn#rpbNMTw6ID=t)ASW&z z7P-QQ9?wjo$ln67C+sTH_TZc!9KFrcxXicC%89Vflm z_`Y|p6UKsx1j^Ps=$y1Ip-rL@C3}j07hQf~E{h)8Y8Bb#Tib_bWyVIFW-_;@hKuZ9 zhH~rJ_Z`tO|ortE!0()XR9&RB>oYNb0?= z+ZlIP@lGoWHUm3C)I08}iv7o_kH3VZ+(6-kYx@jbO1x(T_wZngY0_IHcV(Os&hB zTX<@P1U7-dulO!2VeN55ecwB zq|mW7>ZHl%PWF@?_ak~`sGsLv`8_Lxc zIhDDn$;T?&GZ=RL?NS?i9SM7?JdPr5r%O|)5HZs1uDjaZWFw4*-q>c%Vk&H8ou`ce zWHVaV@V#=BM{G!xG*yGrWlY9s`X3U5Bl0$vlxKU>XJ)R zh9ZYLJCyA~KL!#n+rRdXiNb~o>xdI{qUb$f-Pb~l!EyhodURx~WA^Xw9%>iBMDErA zkj-ubARP1}76<89|12;F*Q3gAPb6q?M8)hMRu*M0NKD*Z8ppj-!3F9QjPdQ^s&mcI zkhBlx&eLy=X*pfOY6z(Q(TWd?g=eO)J?81ho&e4q(vLqNG^X@-Q z_8RfHC|%PbTjvz-vlleHykl!oZhu)hOBj8zSdCnZll*X~QX1VS#k}jD6GK>Fax;86 z!dc`He#BG&Jl+w+e_iINO_3aE)gs`&3)UPDc`z~-(cmV1X?5Z`nqYFcmfA%y5H8+P zOWvIg(#&a%e+a=OjxEO5Uk%EwMW{2+?$AI>Ky?k!F-X2qaxi!1oO;|sZD9iqo?MDV z4wl3ocU_qn@W3gLsr+r<*4x%K`9ZJLC?qm$Wca>w)06y7`=3b^d!= z4sT~WuQ`pgn6I~NObKkWOJ>uorxTe`amdsZi_q!*QT_)6TI8OlU}SjyRar=5BXcR~ z!MYg6HbD9Y`i6!=1mx%r09c$F{?;O}+5X%BvgA&E=tiY(V&DMK$jEF!9Q;7$(9Z5^ z830jR0FM0RLa1z91kC;ucl3Dxj?M*aOwQhFz&6t~)&WbmbVLMPY~aw$PNjT|>gVUb z!XJmUQvh*)SXzMEIW;u^U~FUn7GVBW&^_WVJLiD-K^s6Z0H; zJ=XdCN9ozecjI70B}A10Wi%b(vjSiM*7k>sLGxSqL1&9_GxhgV@^WK!0a*V^2H-cj zIWis{96P(Xn9x7DIvWCTWH730{E5tsXb&dtLp{<5b?@Z_s1EQ$9a&#F>dulq>FWjl zT1WD)3TB*JL3|sPz(6&Og< zH!?S{0%>k#ZuMn*W_)&Z1;Owp_3{IfA^#(T0D<7(YX6ofbmON2_bd6>yA&*NOTAeC za>wNSeT&Q7YZ>{0B?%;uVq=a9y(#P};u)BI<#l z^wl))QU`^!Tvp7g>Z zLHo*{?1rH9m4DC=d|#Qr*bcxLuzsN#nHd2wWPSkC0i*i-`2PSDzVi`q`OhEh#=UQ2 zJkgK6;9(el!keAAS&jPjy$-W~1NSsK{;(N)#2&w(f6X#ce{tyjVBweet$zE#?ex|) zBm$2?mDw6R{Nz8vBXbCmgGbhGNZ)qPe$n~)ecf_x|BCbf+}3}Gw$?G6Rf6+ilY{%` z1V>``P0ftI&!if)RZ*zsFM*?GYl$yQ=x&=U z*uNV5Y}3ZBN~X0UoqY!mV0Pux$*3JgMb`L)6|Zau79BumXhf6+JNzY05-YbGKlWDe zaXmk+mt6+`@*hxY4u+*-?YSxxhD5AE8N?a9wzdkYVP2vFH#j1%uQE%M@qu@0eh|PF+dAbg5$1w@ z%A+Wjo(Ej!+;7f?VrFkJM1VZW<9Hd}l<+QqPn z#67|a!oCvs8Z-s^+{}}6sm0I(cPcq{RUr*FrYxV~IL~4C2LoYh+MWcj0hR8;Hg`a| z;qa4-tZP2sxCT8o7_M9Y=;Pbd?Ns1{%7(8(-0MA9+9Q6fx883*Cue&1=p}taV1-$E zrD(jDgI3mt5=^0y&jm;9J=1_L@|b*X*kM={y0q_Tk^MPMpFCbq&|$mZLmSlXFYbMM zrs~$1zGs`X9;pbq5UjH4XJUlGi%OS8}38fhDvSql=lJP6XTqPo<%3ABN;IjgbpsG+LxiGF$Dx)~%U=#lEX{0WDw)v#-MD6cVT z+oYdEb?|A#jNkZ7uuRRgmd`*u;YX8Ysf$4Wb0Wt<*zqZhYqJ>962JN>vr^BoN;7p& zdrQ`U=hC3UB|h74r&6+(oSX%h+NWc+efH1f)83mS`G|bBq(?H`%Voe)PF8n>+E0r z;Ex9e*K5`~Y=8Q}R4CQu(G^K;UlE%*6!2`QWB~fR8l@7z9G-0E<4Oy`hv2XO*+4SA zAM#ey0goB2zd+T06D*@C2<%^idN)D9+E?uKB-nXGa-Z1E7=*0^UGgtl_edNEVGX%p z3jbPcSx^!>*OJX!m~|%@es*()5fru>rKV+uAZqZjbA5Fx$WX*$$~7=9pA0MFRo~W8 zpJH*G`d*{+SjXEi+yl>Ema)_$iJ8U9Uh0}th?_o?57-AD5xV0xXK+mTlc?`vU4h6r zMUHAgXB>zr#h<=w@r2qbJauc%LaoU;CnTo};7cHXd|kH3{_{9G^gxm;&ED~N>zL=z zI)QI{i-|k-@i^SCkA!X9*PP5p844M#epXDVCPuISwtP&pLYb>-0mNtd(%k}b6hd97 zktqm&`iA1e?zXis(MK=kZm`$sJua zeoe5ld)#EG+KS_KvCeDiepJ7>>|JF6mQSGSQ-dnG^--@c)mj{472Ix9H>EgzWJ5LD zK}mczrxY}&x`!lRukjhw1r|(`7DK^A1z5%{wEGO^?Ziziv;xc_i2Jy`IbLVKQcjHZ z=#0g&Z36Cf&^&kd?7(G4`Qe2;a7{guweKBo+Daha?>6*?MbgGG9JJidV=KP=gcZ0H z9y5iDgP%4k8u+kV)ZY3=|nesJNks&R_3y@-`KTQ%215?c|8H_(t>!Zm(+ILdp ztRMc2P;p#U%qOX+XKW4mR&$F-l;ctqcAL(xsXHwJo0Y37Ee`kkO|bO;XohU;<94ln zb$r;b9fwoO8cQ(M$m{GkNTisM`bwR^?{R=xRvHWw!)k9r6a2U#rD0&eqb$gzmFff( zkexU$&se^wfb441Zl=N2wdI~h;Jo-1RLkgrm4jngX&#wsOK#|F6%)_1E#u$vvWrz( zqU!>e9%&QVE@{k^_{{B!-VTQNg-YqNmtj(sO)xfi12osd4Q8ia^|@tt;oul8lK3v4 zF$#IpuMnLg`cCJv)KbKX|4QDgucDE=A&Z)9qJ(j@>&Jm>>);4lIIdAPvPqMJyLK18 zaP19IOt5tC^F*>2^ZBUw_|$LYr2Hx!GCwB-vyj3&KpVSp8 zr7j>gF(V!_3x>Rxe)M+cr>I>70Xv5Io?9VL<8Ld9kbrw=k8ljS@~0E zdp?ZMQZEg^+VQki!_w^Ap9XCJ;{ftYVu{{?+3i%$pR8&#$_pRMP)^48mu!wn!$V$r z@Jzhi@^`IewCbwG_F8x#{^p0P0b-Ynm_e{>VwT)A)z25W!Z-Z5({Y2G6b2P|$g;E197%M;D^AoB^v z^XDq`Bv@plm{af#Mi@H96T=Y_IA3S9*GP^8@twS3hV}9tZx+UBmw*9tOB7eMZ<@6ovb)r*DNGkMCnZe6_uvZRwWwLUIPFPGA zXV~TGt=`1az0K-JpA`FcH^ROtXLs0e9y$jsyx*L34{k5vYi^ow2C>g9KTcREvdDY@8#K+%1Z#$TAQAL=KQk)cCd7w@P4gcpnlwd`I)c(A69M;yoTPWVcM2Cv z8CK=r^LOPsa8V`@&YQGoJkn3J<(~Q%(y({zBz`Op)~OhmU|)$zXyTH?Fa)+M%wfwEPcz5a?8wbO1N)sFnCNJdWXS}oR z;g+V}0QM~*J|*_J=AzSFBHj2jgZa7R)95VzoD-_d8ktz{`JLBDnpoBB=AC_o)EZeIDKbuv z8mo#@oq;O~5<1hOU)Vepm2}5h?CFcUhYSP1b7M_w3Fr~?^Nd86Mgsd>L(VKai9SN4 z^s)@Y56Pl(?EVCg1eA$9$r9@%0yF350bW!#8}+VW=EyERscGIdPZ>%f-7eCbYRl<; zk-XJW6b<({;-b7_+rFiKxA^S12l?{)mdk5;a4j{9)1$@I7cOp!*LJL_H$t77DK?mc=+0{ZO3mjCqrM0wbP^b?7Q8Q8L8HWMno{jT%DtaRnucZ627~jjZ-Bl@m9oqV_ytpIeS4T@%>E;!0z(tOzAa-sXhQLP^ z>O^C!PpM20JrB+5eMZ`NHNsY*F{C!?%ZyqIH9ia5*SP}-dx5)V6t|4hQaL2Pp$Sdv z!Ka}fn7ylgKGp!v9o2TQL<&KXz1acudp-hxhDXyPJ@CR1jhE!!_=xJNbrYyhC^4>g zh?o)tqeOzrUJ7iY!OGkkR9+&m>-+99*pq=#l4@?d@ttKzwIA-zw~3174{jD0?JFrO zaZM(0&+CXE6>`rY^M(x9gy+N0!Of&X*r|2iihPy1Mp&$V^X9VRXAow*ribXoe4{r- z^RiM|SWGJERC`Fk1(WZf*O^ouQf(v31XHkkk&{Fd^F=qQRI$U$oqc$dl*u@POQuxW zoQT~HO;>BrNg|IR`Fijb>Ld3Z8NUJ2-5E}LD{roj#U9^?J-ApVR=0w#SjGA9)sP&Z5cjn+W}A(6|Vp)J6b&Y*F)kg#4=KxB+Nu_GsTj zx!2~?xBcKE`aj}{bV)FKDtIna9))8%%p5G@?9rvH|CH)GiZ?}0)h(fx#crGYz}M0l z{#=_B_P9hJaE3Hc+Nu6EkCod)cTtQU`nY{FviZKK3O`%u z;T3uu^Eb>d$jbxIJ}U6uL?lTz^57Z|_lSLVz%3&zfUqrv&eaDQY-dh@)} zg>Rqg7kV{xn3wp+%GEt8EfS#3&4QrI4t|=K;$7#E%n=mzbbSkE4ttFF^4y}v9}^#+ zW+$U*FO(1%2L=##oLFJ0RlNcNHV_|o7ix2751YruA9?my?>8+Tnu(Vl zjxW)#ktk}D_rqKcs8evsDO0~Ys>1B$@VWcyXca21&$stJ6HWAH@Gw{q+ zL7iTzjP{l(ZCq0w;IR6tOr80r*=9*8R|48P`WU-Qt|cBzk$p$Gjc0)7qms_Es-Q`0 z7yXOqGx%+Cc>byqxQ`GGAThX7KZngF?Sn1Nly>%q*7$7hMF{@9`k`fziEb;8FWU_k zZo+kGsWMYIohO&DD#phXXLT=08J@eUOX}V7K!Sb#g#m|rdK|q$zIz9J_t9-~om`r= z54xn96t>8Qk+x)c}AE>@@AN~^H#qS2&N8uiE&?t zWLa!7Bbags*MLs$kE-<~_ajbN3fwMkCoc3Wgyg)*(GbXjoF77`o#3Fi4bg{;5I2Xt zV(rB(S6OuKwo>pz>iN|WqHQf< z$unHSq6{j4{}T(#5l3`LoTr~G1-CCN`M1U2|ln|kK(5@@I0w*Y0CwhAhNy6$#kkP7U+6(%m@Np){NDS}O&ME3Xv!b|SyJ=Y zaoZl$o1CBQO6dU8stqlvGI&O0%Qwvc6A05GJ07^eL9wwg(Fr{a>ivyI>QU3TC48bZ<&0npD`~^M%JtgW_ekOY6jqpT`6PwDhzp6@UTqkUpvDYQ(mF>-g+Nd zrcO}MYb((r5HQOH0=PEgz)~f=2zHqg#-KoJ4e=`)s(*+m}7tnd1|#8={yICkt|M5=q#W_eoO z9BuS_;mf(k7Ya^q&estN7Mb$4`^jdHxi_}dOSmT7Z&&h(<~NtKJKS(0wN03H4vb>N z`@Kpn)uD9Ctp|}kWjB?+z6?(>t)Qtz_~fttCAkMEPb&r|UQrdk(Ma6r6q{MkFAesA z?bHzdYmGs0Rh+I=8k5CoQ+RR}93I3o_4uRF>GO29`@pM%yetehx}qv>Etnnz8puI| zH9yMFbOY|sd!loiECtsxi*_s(cc?5k6TF9`j|6xxa97b^P?x`MI~qR0gT<#&KU4L> z6|rD9g(PY%w3o9vCl3rM$r_Bd@MH(CPtfYad|e6V^F}8?S(Axm+PttGp!NR^%@*iU zB4xyEG(nx09#w z`h5o?*g*weS=Ox_c)_1W@=8~@@OBbXzZZyj{WGyp2=CkPAKJ{aKVsP*RV(;~?{@Fw zK-OY6XybztT@g8CFEfwg5eQF#0sOJFShe>8PDgKLU16hpswcV{Hj?~>X{xw-^&|S| zCq?k-mAz8D-v(}`&W2i5i8I1uO7edOTO@(WVo6tOd z5^cd!-Qy?03aOi!AD#Qt}p1e;f(&du>dOa`fdQbkJ6-@r|?R z(9H^qz$hEtXCWo6$;+WZybe7`moGf&aDVmc_Wc?+!Tn>bTtEQ z0(1)@=yPx@(N~TB*|L}BO=5WAn054BB8Ur{!v|HL6HZlqpixqcVrn_Zx&iX%?w6`) zLSAK*7`sKN%-O;)3X!`A&$&gy-50Z@&6N4xXJr7Csc8jMoz91D*9K=p(Gv3APA_){ z9(p_HtPcIf5G2+5RC^esU$6W%c4(z+#2)<~M6g;ijd5Z}s^gQBbXBvk#?r`cQB zr25R6ltVqJB8qYx)9U7heyzSTMb(=C$MXzSLAOY%$_#Z56pv%wo6c?#_TZovO6t`N zOY7MbwqoVx#h@Aq)eDPy784-g=6Z&)i+YSE?(NGCd-twobgi3|uh}S$8BQ9$@eaxl zF6wsKov%V8sTx1aahIRwg1_jit+c2?BRSz7LMyG?ZsuG(<7`VH%80OrCSD(@^lFZ? zJ~`SS-|B^Cvd;|>lXQspi;RV2wQudN@Nm;_E6CEo#NqkW*y=SP!}m)*i{xZz=Oen$ z74Ky&w!`oxUp?D#_E865p?kjml!afws)C_xEXqV#>|}E4u$|Dh^eHi{(f0Hp=2R#J0%iICTPX#0O#9&o`ul5)+;6BVfFx!uc zINw>iDJHV#+6z$Q^g()%RerL-fbZ6`aAl<%v9Ru)u&4bX^GiaaEAG~QZsRlz`~ejN z=4~X?P`y^MDxp*9re^G-z`V_T5Epg|KfxDm4}=at5s52Ra2joK#L=O}n)7tC2Xpdt zRKA%xg^^u6*F1z9yiOcKZ4`X!KuATe<1dcj6W0@wbzch|0^5zFZ%FXM6HR`mptYf; z0M)Z;e@8<#{9KQ>(I1ulIM+tRv91yHTRl}09a#ZeWzLu@Lq;n!?nFP(XHvve%v8k= zw|#kqjda{Gt+yrsvU_IzqqR7lUn^K^y5pY0TRq{?OAy6bNaLcWBbujrW8eIR7Qt8+ zi~e=@7i)!qLpBb9l}{hA(|(~#sQSKO+=rQ4m|@tOz-q3P>dW0!JuC}xpf*!36;N;8 zH+Dt61_wQjV5uD*hN@z26@)}puq(XOaewnC)^+O*t+Mhc&tX|z?|goU>e^6FGQvo7 z4rW+RF&U`Wa{P|t<<*sY$ob1tkdm+1}JZZqa3qFg|W#kB)x`6g9-W3_~nFJ~pA6(|M^ zPz~veBEQnwRibs{JLj+ni589BA_};6F{&+K4)0uE| za4g#XGJy{QBSVRy{Z9@ipUYxw!jC4`1+g=zVP(w0<2byh(zJY<<*S8x9UDwuZBL#V zr`-bUeo4=!Zzy&&63YA>M;G+L;=d@uu83_k z@*;Wdk-p0;YPh%MFQ+P=eOuAjsw%`O4WiY;<_tPXBGVH4b!w&kaN&&H>BLfi8vWsp zKF)`VYD`%-Z{kAf^iqZb)lfAUf;0?g%kIr8K40WU@Q@Hnz>g~q(Sp5r8)D9W-Ke>s z5|CF~nml77D{PRW&1vHXeaA${@!+Gcz{p6z)eCPORuZxJwlx$Oh)xD=k+E)UQMTHa z*jnv<>U>2bk=ieGj>2K0e%||QJ#=WLfVMq#isIHkGtH9${Fwsju#_?oQDb4MQhtE} z|3VG@^8yAA*~P%RUZ7gTQI2GW4g8U6dKU8Y5FWP~tNj7AVAUzVJSry(JHoDTUXidDtf3D09ES+ABT z_Feb1puv43pm(_RG-_Duu<#Azt@bqncYM*_egKxLPC~$M}klw=a?G?=NM0^DD-^a_>j8j(0w#yj6Z;}T%XPxweizE6>j@G)PlZ$~4dU&GB9fPp z$+!*7Y9gmR?32>ErLBcn7kjcG3+OKr`*hf4;@BBNJRApTw}_nMjMvyJ(&iyc81Qu< zuoSqO1BqhCfjF0aN!aih;aBQhS7a_xJV|R0wu;!MPv5&q(kW|#QN^v2jjSM~KQE3~d2*RkVtpL~2#xie1#x@Hj$}CDs{k%85>0Jz4qrwC+?CW5vbl ztW#jAi>Dq0YT^`&GNf~LoT`+WBH=W9%%qV4%e6c19Y;2UVb}+xJ!-Mb{v}`&U-E-m znUVa+nlfw&G8c_6YdG$gU0AZ!DE3&Q+xTl;5oA9Tvk@@KNfheHIy)xX5z62D{OGDd zrZE;&{ruu!fe|Bu5@?q9LIJu+X797(|37oODh7%wg-@8Au53g}jdy#FN*tUDdxc8Lqd0(z7U3#EFZn-I$gqB7Y(2Otzbz<*Nl7g#FKTwi_eTg7aOY{LG1*?-M(n>jTe8NfDa@kdxAMy;3LmWlNdgn?T+Kl}EGE=V^H;E+(|Oo76+Dcr zd;mT|ka=LiWZEIW*)4@#vw(Pu4_@R~&uQcQ6zK4oQ(`|kMV1Y(ID>h-k~h|&?2Ks8 zr3wqklS7q)KzapRxjvdW-uMQ|VLnBa+`wjak7d3B_vv$Ak{+UQ5|_(YE70Oob3at) zGRJ9D`E4*TuR4!AL%j_@XGUigiwOJ(K`m9Q6x0cYk?&Ztu{vgpR1Fqr#!23pPwMJ~ z8C7u+1lf*lnJrXW9KDC@B{moQu+;5znCo8m)gp=(^nsP;2h~sgu?|i>MotUHK39NH zvm;H1HPxJokd0enCXS^T>(zI zz6*cntI|S&mzx1SusI)n!vWr=OWl$zwI$uH@k_A@+ZrT;@}~joP;oDR@sthe2c3@VFDlV;jb;YW4M%7@+Cj}SQ9Dh)9_aQpRNosd?N*@<@>NlS8uGy5vJ- zEp&3U>Qg%{U;@xb9!OKqP#=W4eXqfZ7vpdUN19X=K9`HfFA(g&#eAm1dW8z2O@cYt zaH?~n!IkLbU_+V}+ht>(45P{rE?~P&QaE5i;^wr8Z33{AnoRXdp^kSE)I-SA$4J6X zP!8HyJPk(T#nYV3n)vGA!y(|S4Gr1O^nS!A>DFpP2 z!Q_)kEm8treJwClL)7)-T37Y<|KmRlANHN?W4$G~#j{@3oI74EKfZQQBr6C!|3-FA zt_uPI%4xb*-NF>ZJ3F?NuU%mZP@_nnpCn_2&O<;vVLl`KN(@3JJpZ#;3*|hJ zYOG27=dLF>{pRSRs~w1o1h)s!B+~N-~Jp z2ZIUuW1eEnc1@Y7KQ;_YJB1h&IDG!pVq~rH%vfy)Q_U`mzF{c7tfCWic1PxfwsJ-;6OOJ>#0%jrz;OZiJ&9pLST!(_ZCl!l19w* z)TEgFX?;e$@bbHxSKor|_##3~o3&l-hgBh=nPP`)<`25ZNnS0PrW9Z}a+a-H7szDmuHjQ(Tx2Voi(8Ks*_u2eG4j2`WV+D0Zp& zXxhxnlRn={t@F+TZ9hpnEW1TDX7dYc!K1BiKPJ|KnPHTjmi>z-)|<|N-B3;Ys~t+{N+#1-vU6B zLk%|m-HKuSeg}MK%|t*rkNQ+<(Qmg!W|{<{WHiSt$z7yo^7{FUCjKi*?p)2Z1VQ>X z8pH?8kfgPwZ>n3O1?iNRjxXL19l2j45F*ds;81iwP(xyx?n{g}`_jWyWU@w+2+}YO zkgfuC%Oyy)jUqep=EPwmNp3dRlBe}}veA17Ne&M_GmCf)v?R8y*c#CBK>g;#@PS&Q zy7FbAl8!hq;V8}TQ?j+G8-#{-&y?wNT41!oq3=7FzaF}s&b)FqP+||{*7<&mk z{HPn2)fajWBU7uV~ohW1A7smOC#;=*NG{J1;aB#BXvrJ`?Zrgw=A)pr|<>CgzB0nnW zXK9(03KjsJk5e~-xcGvD&Ah;Kx7-+hsIP~5dR@-I?~KKd+aKyG4k4?yx_vxx=NLqD z*a`g1R71qRyV3^96ujD+1rp&o#Rhg5Fk)2SU?L!RZTP#z=sl1PQyf-s-X@a~J|4Nb zt!Lq=EC;@LrH|N6Mho;agwt(9myljKO??ZGsiL<9q6+WTo7Xy^+B;= z$4}gdqw&F#aC+|`TMSdJmCY`7r9=9^&=#@Mg%1m zO(@K7*e!ZK*4=6Tp~V3y+$h7i7zsW`_O#)eC?mw)Rx6tV@U558q7!)xP_$qwG|eM2 z;m3q%i`QT3_avt^KdGnt-o?ND;%qoQ`!$Fjb@yP{D*QWnm-jO1r?V#;lZR|Si>VhH`D z(-ap&ofep_Hvv3~fR&kHSS0A_{sxYtMP8Fq4g*BOv~ zqHo_l+o$7?D;ns~Y{dv5aVdHT>LysY1CpI%sbL_uX?}dAlDj@;Zn@u@mpo_ctdNxZ z)qE>K3Hv!Pf}x|O(p{4&MnSh}H(lC!PGhqQYp1;$>&}m@aAfh9s$OeGJRo?;?#V0O zn;L$TNB>cGgu^|n?@Yg@geQma-pt@p2iUF;L1}UCltMuz zqua0r6FbxxGfYNT&r2YRBb7MmW)2-FA{VX`F03kMbF`?~U7d}u8%Lj{mcbx4egmvz zTsp?Q3;R$B0uTJ%H_2Je&LIuBI>D3oWr8qDER$ER4Dbwy(&GRHJGI<45vATyZEW zfPM=9#dC0XznWz<(Qa*qz63CAyqO67!5Ifvz`2OwUWX~(l0!aGkS0@O6ySDb5T3HNniZ6psulV9gPt`ST9&DdlO=!X} zKdVKOU}sw8Y0oU{I4z-eE8)`~zZ{P3%t===jC}h~BowbJ=X>j${I|mOMa!cvC7JOM z5+M>UV94>}?U4pRa^Fk2{o2y4Bx8rq!h^YCaCh0!PX2ycn_YN(uyIjEJK9*#+AYBX zGSCp>@Dw${vRB0#7~n3QE&6<}iEc!Lm1TAC*NH_Xk}?A=W`M?r5sm5`0PZPd@u>Qd zXrVOc$TmWS_Y9)nkf-`E+*!_YoiB177X?u~Zq~b}gA9HRZfb6VQAch7ewjv`7 zDd@HV_4 zJqRT}AE-<)%iS~-zc+IN))Z(`vfxWNXdXD4Yv9WP=sTi{bal!#MYmxahQ2%+)`vz> zNEa0+|J-IrdCo2S2vKXe@n|ebpV!>ufshM{G7*IJ9f{TRI(QnDDU2({M3v42i;D+c z>~1!#Zbvj7wKOtyW}DE ziLtq>K1G2{q%$NYZ2G$m^ut^FG@x4jRbh3I<$Hl9lZ55-suVNiAWo zzZzsa@_#c0-~C*y9nS=b<`8=^VTNIr*Xs>X_4`i5__R~D8Y|s{hvQ9gT3~B>MulVe z4X9Z&ZH-~B^lkY0TeK=7d42nV9JQE=Uxs=!tM=jW{;KlrO!UD6Z<8lFv`xTN2*I6- z*}{5e7HhCC5>Q5GXA}pYs$^ctyrB3bWuMXGRk=pc=AFr&oPYakh^}JpgG5qNO7nO6 z?y=&C0sXOLTWTp0k*6CU`F#db{ms%T@nB*{uA&6^`@tl7h;nzDky%>)T`m}=+;8`* z1{L63m-)il@BuH+XcRo+pW$hn?D0GykhemFgD8x(>FbjRNu^8or|Y(3HLx7f6vZKp z=2TkXhDJ;{cI|l#E1Hb+qw8JAIps$`Pg;GHmTmH0j@NBo%a7UBT3T zBYL;fJXDlhv+CS=nM<=D?S6CzqjTnb}#U$2gP<^m}_4W#l z^9=25HkB=yHY`Kq*>a+k=N~aR< zJI%{mo3px2q&S$nPR-=YNp3^s-gXMt= zuyu?-u!H9q4DnPP`+)HD)_&|36uVf^DY=7v*9ARjS=;hu#n4Dtbm3XMc+ky7Z^2^y zWJy?qz#aP=)O;6Y3ielB5Ab`)F1!a`xe=}0%<3|+c8V{JVM-;ALSw?kY?r~)DhXUK zYdIcsjB@-6lGib^#O-IN*WZUNJ}Lc@bmV&D`Qe z1j1?SmWwzW8V!-*Jwu@{1E^!kezt%ftAOOUlS*chk&EtM&R&z_N@!p!q5x4-+qfh7k5V!PsEGzgWtxzBzhylc^2*9{)Ou@GB== z9O;f@NmxvzZg@Bv(BG95wAo!mfM5R{(DXW3%)nGy1kr}tLa(u{eprexPELvLTh>UZ zGUAuy%fe9Rut|>K0`CP+Zq|3bu3hgnt)fw9U1dvVht(&Q$`+%MzxQ`tThz08tsic=6F6=>9{V}a$ zRDW5vJc>FqgBt@^rS)Lf4sQ2{iKbV>lq(ucw*5InI6j{!hzEjE4V2vMZZsQmZaF!G z7-Bt3=yJP? zXB9t4v|+f>3B2Nng`Eu57JTzQMCYw*aHLMX0MDsw&u<7ZGN0u};)M8E9GANCU+Coc zLfv%+pb~1z${Ii5qNlVPhCJMk%us}|$U4JNE16%eBK1A~NO~MF{-U<9&-OL173?{d zxHRHrRiy)D?yk2s!9nMqW<{pMXa%y~-@9mDRxZY`-c0h%mY4?$t|8NN-$#ecsLFi; z`)VC&>r$c^!YhDADZc(Hw=qHz<26fac+OPD8`WU}g;bmOPhi`}H z_qOmz>Z9Igg--fL7xp^ADkSLP*u2)38;em|C(Qn<5os(WGdIl{!XYQbVkFeTo~al- z6wel=kf%&BRCxmXMe9EDdsEiGB3i{cm)M*nai=(B`x59cwm9fUFQ-CM<{2my>vslK z4LmoiZmWC|D6cQHoWrv|CWu#0i=zNhcU?RHwKlnJ6)|os!=gVEL>xNoJ@L{w?PKkh ziP(@BmJK%S!@WBuGN07qyYQcCY3MM=GblVIDp9#Z1%Mpgd&G;GxMRX+T5OME<0KV# z=5ga3XIj?TsQap`MQ6jPSp4GzA0fsg`-Le$=N;K$HFv79dV?JYbt!nZ#X1=J24pr8 zCxg)TQ1W)f2b>(hfQn$BHF!n`JchmLwIq&Qw%^=riUs8;5WJxzWZya|{$Bu57Ov@0 ziAs&xeJ6&0V37B&q%WGkNd0NjC|(m-CrsnnB`v2AH?AZg?pH32vigu$a_}CkXiTsQ z^*NmFSGrBQZN8WAbH2zDdR^8gjP>$R9{*hdxTU$Hj&xQVfY#0qhXJ14zge zgaLo&t|Vjh4X7APvvHYB0*T8rF2CX#oXX(Rw5MXzg(xo%?|2!`*x|4)OG?>KZ@+OQL(#gpkrimHkTgp&3Qp;^8ruQ^3O8 zt2^0o$0n#BORH4;X-?tH+meF01fBW35)iMWCfWp3Xe+Z(k_FX!td5NkHOB*mR1&o% zhko~Q;!3^Q8FJO!c4(nPiR*hHY2)Nm1jD7B3*@S1!A;K7#zH(?^HtcjK6T+uLs`v7 zpa5Wa$(Op#7pQ}8E||I${l?IaFr8CukWOXVd3%DtLwydT;&1(q{^B%oV7Im7Gl=SW zI|d*0>^{*jQ&hb$m-xb_*WLvN+*4EY(K^;<%c%IpZYSe`Y|NNRps_b_k532hX;eQG z50+Thhtc1dswy7>w-sJ?(8vxkvz*}S<}x9edB$nj+&6ZfS*5IN@L|WF?j~KkU67>t zM=0b?VsR1@hVM~#fEO(iu9o(IPnN1H<1Kp@G2I?E6MLL>^2w4&)5W+>CUj;2Qx0AKSXreVzhYfk z&p-UfJi-5llqrw+rLXBq24g_-3V0`WzI#v!UC;DrgrTi`fvr{k;5K7U`-rBCqUO~T z-3Zn3nfdM&qo~YTK1VB8(gtpkC7Yyetw2#&v>kZfO3g_43k^yZUE#w7K}8+_)uRg} z4bl67ci&c(iL!?l_}l*S4g5h{sEUg4#nrKnGe4I@@%q{!oi{H5%#buc;U$ie$ba%A zV-Zn{{zP(z6yl+y6KKuLkZab&g%EL{`wSEGg5DAuSPjUMLN*g{kCt(U<)YLdLCeH8 z$me0=l|4DhaMAm;&FfmzSfhxVl!2p>6(LatT`Mb{s;Agmd%^D-#qm8+$duJQhta~* z#n8tCUM-$BEzVqgwb{zcd>IlmCu{?r_Rm4rk6g*q0SmgI(#ZFU1}L^N2W*9T9gkmuNtw*Qma+_tvrTUSUI)K43YY z(v&Q^g0PDS=+HfK0`b_iINrL`!qihivM5tl{`$04azNvWSq&Sx*ez_0S{lDKwOC^U zdpzKe#q5t92wg6@S~t{egP5aqyhqHIrdf%ns+!2QlM3Z@-P14hy?mDn2p);PW!`%X zwA#(CAH?{QqVSTVk(As z!XL{Ja`5FsfQaA*|CQi>9KlV+&_WjK-Z zr84o9#Uw?5MAOI&v<+pyk(+<4A*Tg715km}#OH^iVO`vtf(K2D*}mhA^vVZ8yXmku zw(5agJ#gB?O2CA%qhxfK?3@jwNCq>IwW$XaVw(o;2@&9%MYcoFa8DP#!TODBjZdVc z;;U3D?Tn3NK+k1%{Gc+V{uoql(c{h-hL z-i*RUINxcWsayY3fnlC8@CV9puQCP};QpN528W)sfa_J4DZ2YmfpPsa%_91D0sCp2 zl=$qTA%Faj6n2ncFIE47%T@L!MZuOz)v3jIp{Z*+RVe)FrOK(8R$r&ov@4_@w6mxn zkL>!OXd|stYaTy6BZ>{tPIOk+#T>X+I6WGx@F1IT5KYqKcv1`CYKBlMiif>CwODn8S986yOznth*y*&iOkZYK%WSxCn?)$uDGgQQm7 zSGo*2?UdZgR~*+7b^Q ztFMBrm1Utb z&;o_T{eDUMT`#q11{|)Gzu-5S^E1FK8_RG;+QS`qnO5oc+U*z>y4bmY7-h$7MVeV7ec}WrWCTPu ztDC!}ETgcPaEvnZnLx7CGUg3hTe^8&@LpFBa_Z-1F+dj1B$+Ud2Q*`*(=UN2VU#z~ z`*g)Ml_9!e1`dn8e_w(8*pbn^@#5Fmi&9D|#Go$U)J(6$%w6Pzp$N7WgwIjV4GnMS#bbal2v zsM)DpD;_?{W>ABFbk~c$`IC!2=8_pE;b)FyY?~-V@wp~RQmN-)Q;bN?Fi(5~DU(-WReVzP^%;xtLMVQ|tv zRT&Do&ZHffr}L4?A{LRX3Ig3vv8v~c#)%9mZV8v4r^~V^Bg>>q}_le*9MCWVIt;lD+PM+LAu1( znr{p@(=>J`yG0zqWjRmnFHb(!@+q>#9Z%%IgYd%aDueYgn2J|c_sV`bTt(qu zrUTDHUYenH2mKbD>D0cI?tF~%m@8SGGBir2*U_mEbbsvGy{`4vJAea?WlbDONZK!d zUoxlV-_1X}fKcK6+In&LxktW?JmzT*<*7smt5gjeTReu8kB&VxvJMLqUhBDQY+JrS zk@bv6Qy=n*AdKvAorX`?v?hHA-oIYIaHQ0djCcuX!QDX%D=8Z#r&60_%-#z4mj+S} zh@p|Q5DjIZ{#1=ELP)e_E3AIk)TxWYKHvCQsf+^un)wIJSkt=09<}SFjok99&pWd? zf@E}0hST6#N_2ilhkrgm=eiV%?RAXx?h<(TG*LZgtR0OKTybgdHY(bPBBQ-#$jisr z1HtAf#^4q@bx~@CCmAGm4NvzXYnWZ02K}mNV&7wY+K}+J(xDl@WM>I{tB9JSV*pCb z(jO!Dx|tEjIv`Ror|Jl8W~OkBBLGH~YOHb)2+0W;|3lH7|5nK?*^cMM8@|cOtvt6E zG++Q_#-ZIm^w5!tTn%2)l=8&%l}KNX{(O>o+Wik!CIOVmku3sumOdq20X{whtp?{XNPOkb3#gE51fTJO%nmH5K0LT!-*`gP#U9hpBw-6vD;)c>Q9u&? zwqgPu4>IY_rV_Py=?KD0t86?0*tn<1XiPj6*$BkS!kMgM}YX%dsA9ClOwF?|C>KyI7T_my{t*s6u9@;3x1l8U-w%u*@ETMNOEi4~@Gr zXGPv#=b23!aO+^yJ?b^NK4h&!*Io5dXWEG$^iuvWncn^APEO!_Kk3y8a##M+5?)Sf@k*ZX**kE zgss{!opf=)Mwv(_kHIPgrDLZ-Cjx$?kmb7$?(?&5rNGR1GU|R7Z0`A!RWDJ&b{BE3 zu)R}H**+%Y8_!)V>}H*WE^8GCjjG8UZYv|w!cVe+^VwNG&@8@aM^4pv!`VS6wRouc z5&IkPn;Xaoa@AZe-~|sS$q~2uMzwSjUpYr$eKbh3u3j5)3|nxd#OjDpGEsSZGmtNO?bdy);nm|#5#eO zD{J{Dd&*3tYeDC{Ecf9DBs$WC?91SQC~(GB#v+B^SSWEgH(#dNCutK*RO$^WK~z$s zSCSD(5!Ic#)RZjwHB9Q*yug*YbxkrEFjqIJX+qAOwmG5d{O6sg!e+U-6>ID z*^Aj1Jmf8ek+Gbq?(hNbkG#V=W7ycCZQrqvU+9*xMdLjR%ZXn*tE~$zPy`cxhRk{Z zi@ZV-?{tX(jz%ri$Etl~MDjXSqlpl<=)ftYD4M-;MfqSN4XoBnpfYo{{FO|aou(c>yT;gf#n5fu%GK&T{-*o^UFw}{HO!J3h{KS zI&Mfbx0!o*bl1%4PB6CDL4i-LFjiGf6mF5S>!FM|gGWjXsuh zU{goO4&H{}$f%^5zez#GvniU|_OGt+El6o=h^eXpB&_iYXUZ~)xUG!-JnSfb`Jj&U zgqzk5_^T1_ed(GsnCQ3*2=fVOS9d1964>78&^@&LKJt#;ed%Taurdo+6T~-K(%;~&oPLy10S|RCMrxB}Udw8Nq zP(leIHE*(z+peSZCLDjlCd7x28er*zcip(PN}jJmo12vnS%l%_7H?iZwdeAcn4g~8 zY^;N3^7v)`g7Xih2H}zCLQ4qu#bashAf|C1oL)#&bhy;q&;f0^Xz$6T#vR+xo4nm^ zg(w+TVU1%AbRPZKWxiaA=3LKFqaOUh2{JUq&R58Zi1>{^)bBLWUy26F@HiZG-yf!$ z7A|@(JX())du?-x8{bxA1j5%iNOcx?4I-Jq_|us^tm=fIn1@gbTPV}cP-q@+FT~Q@ z;O_(aiapQYdi)px#%P#D5ge$W1$+Al#`E}PDz%@3i++yytI>g%0JL1dOdV^5Aab}! z=|Hd*Hvgk&v1O3@nYi;=4|lsb}5?K0D{x7l3n4$9;;Dv4VTo~DS|S~e38QH_nF zK#fH4ap}{6y(BIqJ}&s%oMhqUZtH}K*iZ5V!Ym)hoJs)43Y5L~wyAc7g$ z=-K~|2xeknVPO4llL?>xzg2uDCVFZ84_HSgQt4}BL~=$V(!TDs{+J~>+uiIFUQO;4WS%?ajI)_0ayt9+c?Ya z(5|Ga+V)!2F){wsJaK77L*knmnqHorTUx=;JJ5rVF;Fl9CS&smh*|-}`~~hqHa9Ue z1GH}fFb8k}$h=6jya2FZF_A%W(Ik~OaB(9e6HEKuC#ss55e`e-FzIPHdp;ou3&(1Nd|RT>JY$ z9^UA~CN54xy}1SKb^^)Qu>y0p0r`KPrrsni5SL;&^e46paVod1m+7_=j!t-TW{`nMs#H{fK+4+#WlXj@0y_f`H&FKv>~ z<|nNqoygqe!?ov!H21gLh!pmwhWB^jgfGqJXn2MylroRjTlN(%AL@b^YR@zqA)=%WOhK#bH4}8yHAE@rZ5kQ?^i1J*Y_Qu=} z&hQ%QSBn?YDqhw$mUd_A*R9S52b%}S`e+D2wEd%B8Hq>u=(vIoUj!7KCPmfHD%s(U|hiYzj0|?^7|J8-%9sp=d zdn@3l=hyX%EYR#2EM4p0j1t9h*53QApuN=JhuHhx{A2jgTl0$nl-V0gNpqH+$;G+m z0X!9edN(B*Ynz{t|NeVg^sPom;l{;9g5-ri{X75E3oLV0eckoT^wcZZ6wtfAK+e&z zmbLbsHoKuRu>oyfV|Z<9`rO*&w`sC1&HqSup>F{WVl$~nI=w440n6N(e;W6EJBsF? zkP>v+>z!ZE+~@+((E-H%BMTfD{6;r||Lpe&N>62ead8no|GQiNP9?k0KQ+I#(T~_S zG7d`b;J|PnY6dtBghfWymxjW;cEVrV8w%Ptb+mT|CJD&i-uVtpjjgliXGe}k=CAS8 zdTuuas*m~^)CM?p;0F)quWwFs0}RPvx)i0cQwIKlvqa1z@_)2eG8{ z0|(@y_6C0MZ&~prkWXpp2VWNXfj0!Gzw#EuU)B7J4==av2TwO<_5gPPu*?jYiyuCm=ZTG9P~DYN zp5gi%n1AwHI0B{F-%HsTxN`bd%0|92zpr;`0!lM< z9*32DX$<6fvk6G^6F$}d!MD$-W+7o59B; zfO^We_=(jHtn2uJXnS}zesPIerH8$U{486) zpaRhMZ)hO*cVDaG0S(#$Z3*cYpu<`~^JDyS&v~H#CgZ?TN;|q6QFU)ty6% z18!2BGj{m=6{}g_wL|vX*2^b)>3w^3fdv5S_BXwwl8QC`GGN7^LC6ClmNKO*pzz3; zsi+TeK1$42Z7}PAuqT0X8}}b5?za)(P%e&zV)OO6q(C4fv&1fr*%Ek{dYyS4Km5Jy=QADmkwD^3S3C#{5UdN*2p4yq!BZBV1om!#iNRgI z)I7@5rtT`5&B^x!Qj1~Z`c6joS)ErCKB6fedbGaLrw~d5s+Zc`6sIX0Y*K1pnT8+u zFG`<7jL%SdrhM}#Cz3mk9qRRpw@H^5x3hT}JJ@?O@MEsa5E>&(;yT80Z4!u17vbKn zpBj{QBqaug35sT=yhG}4+#<{pEUYv{(y%WR>^ttjKSW@+HadrE7!X=NV_bAPc&QIW>2D1Wrv=J0drM! z^Y=X%QKVeMpprn;isWO}`(eA{%1Yp-R{0O#Ox}KtVZ{Anq`rHf+sTBoxt(O{^Efj5 zjPh=)OD~K!A`P*+t6z0N1bhO)#?r^x7k63YZMPpqG>NcD6Ez`?-9KUJ1y@$Fx2&c# z;2;J^9jUOc1vpL#Z zW5>_R%~32{qeDSJx3UmB*|UM6ghH^{?2B9(jOk8B(A65C+$)I3T%6l3`!f8dd$K0| zralaVrWK<7iHgyGES==v$(1-k!#}Fd%;AF}I`mwj!g}bkL{7NF+WT6_T0N!@P9)}_ z-ZgBlb-_(OWJoVA5TSJUH_;oRlDBHnMidkI1(3Fv%7b7sI?4Zl<+Yd&``j~6={&_2 z`xZQ%mf5j~|L(C_8@IgMiQvUXqs9vZS5(3Dyhfteh$V>z``g;iw()exE@exQcutuF z6GPO^V-!x`7BBPWZ2heCDWd_KPh8eN-3V0}*EECHn15V_afd3&o~z{#rBSDk`P)61 z&>xOX2_EfK<@dS809@&SH8X_1Cz@`8@Dj$%5x7}qF>>>lk&-pf_f4GeggcoB7}YLp8EC_D%HiPm zkivFvk9Wd!Bz7*q@L?MX_Cj-vl%`0HbjjDFlbkgD^L9{@1q0H?s&=<(yOb;N83jC0 zJuW`!u1p0)P4~Zi{7#y_=EBP^rrtS4Oq=Wq*O;Vz*!n#Ga$*WL4(L(Fr->S1ieW8% zK2;BQm1+}iyy)yXsFCmuw_I2m69rV;L62~}r4!yUtloC|!D!jS=RaZfzZe}08^!Gd z^A#kzDb2K3)@f$sE7!R-+tjCfe#O75%sos~b7tzuf^DXCKv?9zqSAZ5Iqg*5aV!SW z$;^XYQy1P2Ul5o+vo!a%<`*a4=lBUMS^ox3^F*;P6QL`Svt~m_J5C}wzlHx0-eYPg zk)#c|T5YoHC?aaWw>c$cnd>GVtenWzJmPgU?23@LaG(_xzKW^0+2$P8kBfJA&c*Pi z1I-knq?&jUFqJ5#*sz0Ejw`FJ23N6b-s6>iOB&XUUX zafx?om;Vn2;h{#_^7)v}S*lpO*f*bm+@Hdw2b~EPDg=GV zM#n~l(m*voDNo{jV^mG_M7bS13n9J`jDc~>NH6yA(q+jonu=?1rQ$iL+^GxSZFUmd z&%HQ~2XYXUs|ZwY*KxCy8_=1iOS?RD7_yMuOi=VqtN>^=y#H91;||?VxXIW)ztg}- z7?2k8c!<~DI_1pGIgf>w zC^M3rf17YH^vF1OwB!*cj?NWpPoc*Am#fIs;$#!a8vFg}D`DSN zHiC+NLr{Jw=&f^*2)6J6&n(>8QU7l@(B+83iL)<6BjFv+peGEGBF7Br-|3&I8zLMC z?Vag4c+#iw4@Wi^q6uQ&eH*XmY{xqLgfDTZh$1UuTAS`~a89UZc);QyT zA9_CgwfOMq0v5=M^p0owkiPU)*AgF%1;Rm<1*X7~;m;3MK`~SlT^j4v*~wmdI@SL; zHyV)XIbbY?*cp=ZCfBpR(Sj(c?*r5ReuJ*9aNmnstaMoJX6p;qYx%Thp*OO?BvH_Z zNp^O~(}^S=V?0-T^DJTQHq#}uddv2vGqWQ!cgu#3*iM&LBw%`_r&(Hw6-RS2_UJ?` z@vPtK6riI->2_sDg)8E0$iKH5T|&U5!>4uYL^ubpDyJPoN7a4wI=K`f@q!C>{lJ!3 zQz0)n8{&EB>n9?p615}c>(HCm4-_VYISU=oftktWnhX)1bBH#Qzui6%Q=ud4izI`g z-r{4=8n+7EJ??FN0=0&`&W`(lj7EAyuK~llfBv;Gay{shsE;eyf>It+IHxb@r@{O$ zo!#5TqEwf|Ghl!{>1En8%MfJ+#eKH*x%Rt#Yld_uu#anSd!SnzwI?7{5{I9{7LaWG z`MmX`R(e{UeH+>1NYYm%mgWRwS3nF85<^OsjAi?42!wC60B`|*6bi4XF-$D!_^fQx zC)IQCKh&B+i3z!Fhu1g2&;^?EA12?U7X*q?OWnHn$U{aWH&b#`iVzYCnR{Ss9$Z;* zFN~ZM5XkB+LFIi#%%Se+6xl&=m^&Kc#rrx+0jRZUQG|`f5AbcR6%#mKpTggW zHyE;huA7Q%6=!-_MM^zTDg1V$k|%C?aTgWM+C&pvMVD0UhH|O{{E$x)l8NQ6FL?Vz z-AtT^fuvQ54@o_LmBgFJk8bbl<=azhX$Pw3yFio|+s6iSf4G!Pn^Id1@-U}Z0ceb+} z6LWwI=2l6=7jCsc1GXJWn&Xx4Z>pLy@S7{@wbK zzGtjC-cXrKIi@E!Q^4>b<(>VMFd}mZEny@_7EHlqKE6602C+l~BB9k40m_Ogu!VWU zrn`>(Ee%W4w$^xnWt)rqoP?G! ze#lp*H3gg5tct#WMp!E6J>pQ?qW3TCSywhWPj)lxghkW@zn=k0PdC_ZZ%`YDZd5lm ze|gPOFmy2v-@yVLFByP-CtbrWs*B@!WUjO!vww6t@tZGo_<&w#Q{vA=j#S4EfrMRG z`5%E(W@nQ)hN@%lghMLU=JJeK@a4mz`oAUuw;wN>d7W)H&i}nzqR|hryYyu<@}MLB z@QxRZK!7*tbr}ha39xteVz1k5EigU58Wk%bW)!)}IoP1QHWYSkL>s#~)QW7$^6a1; z`)L+ocUev(fP>2auzrjEEz-%1fos_?+fQfCr;Q*m+_J5AqFP8;MI6uK_A}wvH^a^n z28Cr=U#hi#(DMC`$)&eE`SX@&x9sS`J30Y0AsA(fVs&G~EC6SyFIRw?6;zf1JOdSH zD&sy6A*}5cAt?~rATD6gSzrdJWY_^sEySLoG4to!Xw2xQ;d44W3(R&FZr2mj*UjEo zrarL@$&?PSJXt5kIIs*;#O>enMOBB|aXHrlIb%i3jOW{Cw_DRE1W_n|3J&^VQpXzb zq&o!4Qz>;8T8U^_TV%8uKF5edF`BB{AIqMp6G=8(+}lelX9i238XYE!`)# z-818lwAs_!seHmRK407Eoq{7@8X^nP^Wi~W%EKJ#CZ{m}C_!JeE5p*UYqf-J8T)^C z3e@1;0j#2VDs7$oeZ7`M0iaYoZdqo&2{M@a**w&4&l*Vte_ONWV5gKx7p{tTvReIQ zG1j_@jLhzA(5guZy?O4o1@jgr@+mET@c)1t&xnB{fgwH6EQF=SgOdN^CFrr7TVBF%zwCqtcRDd17mSap6OK9f8B(14<=e@op#G8Q6eD0jDV1y7=wg$|>NIq9pR^TSB*3+82b7O}Vh9{qY=W!u47WM@< zi$dLEQecMM<)8^yA=HDyYdm>`<&sx7{K_ltGWU3CBtOVj!U4ddF~?#61LuCL{qUR;>a$m=5n{%FCW1L>QTB*BMoTs>hO zjTg2?`Z*Tn5}MPue4&-cWrtLlRd6F(By3S3Z%&+_RyZlC@QzILQM1t zG74m=JUfh_rAEI~#dgwRYB@_2Zy<-n`CeVJV?go}+9&R-O5ODFZX|c)BUD-c%{9kw?7%>WK@%MmdzQY8|h%FqCWFodlC|+S$5EtZZhBcuz%f@{o1*F z+V^KY(M7eyelo@S?pfHh&7!iCg5XYMCCLho-hSX^qVGf;8XTC#NNMD@hKs>$H0*{^ zhdX|5y%#-IVK%B0(2hz+W zJLKdB70R(z{maRonMU?9wy3W)z+jB{iRaTsmUeJygdm0f>7&K-pjmBc8~YS%^TLT* zqY3Q~XSe;Mcx{z?JBQQJ$V9S*(3!Cn7k5QhXDk5}Aqq9t_D_7G)N#W2-+>hgg zjGTBbh6}=0A@yb$kx9T?Dh)De>Mr@;3Fc9460tsHfWMb&f3TF2$!VR|P&y(Os^qfOx$gxFFGtLU_P7ThscYC2}hi?x!Lyvo5qlV2 zJU|V|H|>U8_WxEl*(v004pE&u2}R{>o>Z}OmL^aU%*Und0hU3+9_ycvuz>eFuKEqg zm$gtKFYH3>EK(J|*GclHgJdI<65_J;#BBV%rN*F%+TNG9khkMIMeuX0CJ!NbzDZv9prO;1U1U{*y7icKismV=PK)EKWtElVj19c*s*v+|FFU|i6D`h;QGI7A!lUdpN8DLd=Ca&h;rLQQ z@5?%UTP(tbezT}&ya}+o@N9-uF@sAUq8ov;68Fh#`6;{-+8=LJVT^eV!Syhg$Hd?8 zo5_9Bpy%^7F>qgIbfteLJJz&$K)T(2=!DLN%<;|WIvRy=?$D;n5?-F!Z1THKw`huh zsasLGxg7-Kz}U6pl!CJ>;kS8N&Ru-Ru9N43=dFi)#cqjNuzptwG^Bpn1)4M!M4hRp zU~RDm3mIh_I3y-S8ew26OaaFm9CQTwDh+8!)NKt@exxl|7nq@F%JOG`Cd;k%?%mFxxP!ZrtlXlZ;rPbb}8i82>_GVH2w zLEl<08lW@`JCz$r;qrDozPRB7#$AV359!F~1iOp&&|sGv;dXwgRB-ku!wtu(-_Hcx zWPfS$M3HmR2vd6QFXHN}gq*k{;&Z7wvt=8fSyF!6)8Gajvig+KjF&U%2?aI;b2*S( z4((mvw=a6h!fKxYj0H7y7PaoTf^QP}R$%ozZfe9mwRvKfUloV3z&PHqSlaD3*?P)LMBKMkVH_9% zpm=sU!D0;zd*16vW8B7M`Ax|lubh9g2)e1mgwl)-jr{8-vhM+1&4SB!OTqi)7t(h$ zmW~mB&+fNMPBy#17t5FpClYI)MAjLKoe(z=vRBLs<-aP*pY<6Waj{7dmo;xK5kD3l ztci(D=Q-u3C!Ve#!@jl0@0DB+%K6lR1-)l=Uv*l#Q@-0R$LX`B0>p*bU)-8CT_?^O zXqhKPjgHG<#+=xsRa^br-)X^wLxun5Thzt4_Fid`@n-RcvUuBmJ8>^K2ev zhX#1QFuIxFD4|=p;;xwRwd8QFJoRX3wvB{ifpV3Aacm<Q|-X+`P$u&-HwL!3a7?&(SMcf9j4B5@-RzNiPhg0#3Iw0LDNPJ4XvvMSo=I}+HX zf$m;C{!lcqwi3h)BJyggUwVl9RMYLUm`})h(dGb^f@O(z@WhFIg@4;eCT*q}9FjFX zmqX^|T7XeVv8NsM2QZzAk?=&ZZ3oX8I-u?T_}fnYt!JJRJ%%8?Tp`?v??w(gGX=8b z^ZC=l?Hdaa3xn+)kaD5b&vHPuB$MmWGZW+4{tVpFwse$~G?BXkQ{F8rF?%sIjLq_y zmWTdUK_?y=?~LSy3<85>qSttr7!?)S&5M_Y2P>;FzNdL>C+l>_DdOVlRW=?KOtX;w znLZ9ozoO=7??T-E_pjECNZF^0`84;Zg&Hkv9hz;{b1oi^g;Ld59-oawLjoH_`SJ&+ zAmJge?H0I(c)ErU>+RkYCu=ul9rVWDcl;!NZDN>^_vqHYW#Heb6_&3esy+bR4@M@N z{;y%RoXnH}zD)LdnA{aoVewaNud*O#t~W|UmUum;w+QdnE6vSlOB#CZ)g*8P*@lgI z9l#9JIR+>9sIv>0{N{* zR#jUV&03Tc$h&3elP|d^n@ea$V_INGZZAMsYHr(>ju}c98IA3n9|5mMo1X-{hbd3v zBF*Mz*+1u;h;qWIwz?7KrWAaB&a*PhzT;Ri$?$&ii2F4oRt*9w3BYgi%aN z_54wu+%Qn(ntO?l!=@NQ=>^-u8H9!jf&mi|0|ZqrWKP(^8_kC4tjz}3-kWLAVLPF? zp!l(iQdnWWn{4L7jKb$XQ2C}!g!XWq{g}Dcz>E>|74YujXJ_XYPQ9KEgO2E&DK#`O zE*hP>-8v}Is~ZT+K|aSirPyH}1uq4PQvKqLdY+!zG)vJT~`&MkvaqDvypK@P`GF$bn<#XYI3+R!@hK%OY@lh|B<>Bg6S8 zMvfzzotd(#YwYJn=0dqFlZek!@<(j!R)z25qh4wEl3UW`6Hd&92nh^8yuPYh+pOhl z)@3wFwEalPcg98!hR1o7CS-JZn@rbHE(Bv58J;2WWoQukk^VtM7Sia$q~MnF-sD?% z*pkPyZjm{eX>i2AgwD$1vANK2@oW4?L18)RrCI*NQaKqIqn3S>3K(#uD2Q^)7}&lo z8k($mM%w4ZaPH(~lRrHiY}{6HP6<>@e6oueU2)J}q(k={boW~z`e}(AW`8b@b|8S- zWgQ=)!cFy+ua}xG51-7$gin`vV&27$X5%~PFv&))$!iY(A z?_}~I5Ic84^Uyf*ZuE^PthfqU@kxzUDhHsWsf}fUKfgN!Nuk70T^hJW_%QK-vk_0s z_x$tzW;Wngeb_^)*n-7ks#Qk@B<@CD{>w`-7oJ1bmdB})nI!lkv*mLU{i@tY*W2RI zuW}OQ=Qy=G*CJ%}xh?iY4r9CjXG{Foal7lfBdo%-&%f6RBzm{NB(>_yVZHSgGUs%- zm5wdEb&DuWngtKZI(`MxmtXyQaHQ(m&dQ~x0KN-W3qtvrdU6(hLK5zA` z3UXzuM*#b9aCZA`y4*{A=cfNPMC|Q3jz#30El&R}aBLoV!L`&I?mYo)7Z1s!mN79( z%XP8zsE^zDqr_kHO!J52)(O;scg{Jo{HQdxs76<3M5iT5jlv}=s zr(|SiFII|J)>~xyLwP}O&>%bTB)AP0$ppkWOV_;*J5HfpiQ)o~7|T5b=E3>z?lL}CdC z+tWZ?1P@QC;AGrobp456FmcigiY$a9JZ(rAD-$VW+F;=$S+e5$$a<$Q09p>69phgCaMUcE zvQUKx4_qc}y;|tP-B21cPxr;g3$S@X)ni4({tA6VZ4;0lCEzXDG^586ws4h7h9$hu zPbA6a4dP`i28VHMqprRCld(~T#KfUf{F(eOus0#kjanYLp6;a{`&EN5xgqev-zwlp zl#kRtfwb0jO6~pmyO6794o*c+lIWxP>t=98XE(PK5&No1ZtV*l`|u2s2ztzs3&I^} z9_mA%UhpqQs?qU456vtnKbSAY^#PNXz`E>f&11mYg$vO~sr>eB;DmU_z_+v_MjVou!|lj+`}(0 zi~cpTk0)*P9r-T$LHKL{MBj3lMJ<_&5+^C^Os^V~K$$7z)L!oX*ACc6nzmE8KFVIPRKBIrHqGo^l!+-3q`yPS)#w>N*{d219y)!v zvSuauN7-FdM)8TU1$enIbXxLoqQX`1R7`fWC2V3^IYT%2gw>|F$8?nJfBu1*3R#s? zliCWYYvo$(o^cER~D$2(m)t z6Qt`5B;*scPCZQ_%k%pJy2Qy1193DE(9O*)cGI)Su+%&op@^QMYa zd3F7UR`W9!Wm-*%{0Bw0*K{6-M?ry3J6TBJumu^EFeS$`iX0xt!Q}P)%J^SS(vORS zkB0Sb18}RTgrzjMa9%SE>!2xdOKg+Oq`7EII820tsie312FGBMX1aB>emDKQ9`Plj ziEJhF4fvO_LovA%IFN`f-n$F-SCWZNT@u7gPX-0GQcyar>_605zk+DuA*jf@psNX3 z82q4o$cG^NQN}-gJ;i2PVV{kHV!gt70*C@>D^hiJA1l);b269*Dq{?eElbVFy5>}1 zvvxNtoFT7$HT0nO@y2(;#W2(?BpgilP4^YMlANQQl`EtZ`B3-9>?G(OKvv>o7!F6D z;g8k5bYkJzd>bExu1#>Eo;7+~nRZH+$Fs0sD|#kg*CB%gEI51$Z5}#Zc9A1V^sf3Q z#zq|SEV5{Nb60L$W}iLa32N&wuRJ%sH&Q(WMkowL!*0A?k4o@6M z9->=D$GdDz@w9>>-`O*1Yi}W^4FwtIa86B-aqPfY0)cnbX;GEgP-iOpx4(y zmo%B-jq}k`Qt9J#m2hQ90!j7`L+1=_X!b7lPGgV`trkk_1+aEH@G`+X4xH_;5W|31 znqD%pCIS!>r+U05iE-T`H(D*g+YsquOMZLY<37^kmBkL+0q=i2#7|PAaS7u@PYbq| zENOao0XvyPu|wR&wp-1WoomeTmD|bvomM3}N`f%p=<$G7pODVAt4Q(jx}5H~Ya*i} zJ9w7?7IBK{l6X`G3v1JQ={Q#SxF8!@h9XrH>Q1vyaB#O^fkpd3?yjs6wtR5#YXh+> z>C(ovCTKM!rIo%;qS!Y?0Z)*^Exk!9;2G|8mWb>G{ag*6&G(5H(2mDAK)ktmNnEra z_Iv1zc9`F6f-m+Gq)sf;X6iyf60&g{=t4Px#=b44#P6*L19o8|ez`-9R#s5EY?Ie! z-5_q~2=d~j`mHrnj7(>ylJJ6o+L(t*wfQj5E&4aIrKnp!9j-%0v;o@o-uXj%G6@-Z zdRy42tY>X8)}=Urt42%60(6h09(p~-X&kd~J984;QZp|IYh=$efeP1t=@MLH)wj(o zfnY?hw=8WT4pGfe5ir$&;hAE#JoZDd>`OOUX!n$-<{r(*KBXVjO?lhu{Tx(7rN>3* zvAg}KeXz=+*aqo7M*lqjE4_=3kjfzBvb>s+N|u!~5ZgSNWu6iPcY)7AJ& zMIlJ=F@)8beGyS;y9mS`-MiK%yb%dmXkm0n4)!9$#y}vAk21}tD8_Z@p`k;p-EuR= zmsb?>E3_?Pt`z1Bnw!t&pxK)@&t)y8ks{)OnRIRA9-cl`I#hx|O&tJ9s_kO&Q`2wp zdAc>~PsJAz)_EIhq!1*n2NwpycSLQSK}faljHIpVp*aWy7J=qpDwVQzu*%(qphrJq zCrFh7A&vjhNu%^F$ncj8u8)@EbPujn)V|mM)B4Yh+q-@NB}6r|dS*Va&$O+|7h&dJ zyC}7&Gc~}f*wb)c!O3l~1p29&e zDP+D4J9zg{4{`0ev9JC6-ia}4myKGn_qaiyi1nxDFFp99WU}iEWs-0{_RER3uC=#6 z`;~8Y$?lJcPFkuNo@fpe>~cLtVny&6920)>Szu<~c;3C}h*g#Fe*jZJtiP!yxO>DT zV_D`$Ql}Ez*|nrWmrx=z-Qc-uNuxFU3{yNwuJ1YAK4zu5baKt!0(cqC1sfH3&m6ME!0>1|4; zY<4>>lqb%|Ot;9hM}?n+gT=&>_U)<*W(?@Y=CalEROPndL0wlkRuFDw`fEJ5$V_85qD8h_bR{2_+_7)oK)qXPUi9=D(a2N1&1HUr+IEB&oduR z9E(xEDGrpjTQz@Z>6FFRG?yxmXt5te>C`TbiO#r7lI`yyv4@RnOUedsl|$CG=XA5T zCO+IX<6K3esJ!tbu9y*}B4(bI<4B_r_AgjoK9!41pe&0`MnZX8dbSu8I;(0yjC!G0 zxm?mg*oO$W4z{O(Ump~T7S2S4x3XDtLzJ8u$M!w_p#5;PVy&-AqAtgOzErT?@U}?2 zlb(ETHvaC6D~wRVbDY~9nl7Col>TYHU0ch=P3{bPIzB9rlpHQ-p z3A&z9!2+^*iHdz;-R_tmwC>hF@-Vx+6#zE!dG*bdYtoZFV$bxvZ3gihB< z%#)HdfU%Y6{lcfNY+*ld)M!_@Or=yQIJr}l92uC9lPjdRB}#vFG)hM<{}u8wv90`Y z%CC1|Z%T5U$D^3{nBLJ(aK_91ULC7OU<}otly-{-h{=33%YqQvkAQjSGOjE{6cbJn z{^V9XhpD%X^?hw}5>50nl26fpVp7$qQk|bwkv+!U-M_(-1)6yE7wX)n(B|SPXy{2w z{9g+rEXqHF#PL}4{CYpv?#6Dj&QaJEA>Q&b7a^qQ@+IR6mU}^^B)0A_5)+KdBB-^ijsKM0LR6x$jlU+VLd|0Wwm=~7al{IB*SR+3 zOF%9EeCrYh#1DF-^8;i3)a+?e0E>k1PVbHK>E$PG1B1`x1=30KzY}4MB5j$yUE5 z{Z!XUEGnm4_QGOKSr;@&i+~Rpange0FBRIta(f#KYQxC=)bSOFMpYfQ`I(~8NT#+@ z?X`5%&)j0tE^@r!FBVe(CY=pX`9!2+wwwc`==|Gk3W4x;Rgex z!&Z_{;i7XrX`%{)7Kc|hu`F6}HXL2|Fo#852)+~g<6p`LXKJ+L5TI0VJbY|_;MRX) zhw)s2f!0!KD=;im&Spo*pw;2TQ$Bu?LP+zM$5X?L33SAOYgk2bat#IcDK4SNp=VgR z+~=6}mP!&s7{A`#lWV_*dZJN>{ZeV%O+`RrX@2)C%^o1@6T+ak+-W+cPG0bhLv+3TJ5A+;tvRC?xkNvKdvvY$f?}Sn^>JUP^Zuxlr+4G za+nsMXQk__Lsa3giga`k9EYXBsdCc$f(%#b`bmTG4oa*CV`bds4F%yW_gq^_XZ=A%afoD=AK7nbbCPX_Fi ztMDa3k~e2G{wUZoDE^o^v9a=zvRX9}+H~^0RQ%d1fz14ti(lv@;K2zCC&3{rDW<*> z?M7Goy8)j5wclXalah8BjPvGPkYgH4o78Y3AIt5R5&{g&5hLFU^^r^24oDk#5P3rrFLnnY+ROHS9SmFW*&)hAA1ta)ns`bEp$OZ61ur~{u0 zy?n9Grb-%@$cL7uI1d-4kgxRcRk@}ah&G!XT_Y&7+r$YvD-9!{J+*^E$+k$XfD3VA z5wny1WZ~!-s%-BIC3w0p7yRZmJ_VKWe#EI=#Y|U4m&90$pVhKm%UJk`Sd$`;S{Ugzjn4qHMSItid zIs6pdy##l|RRRdK-uCpfn?&-K{79m0DzifdJAT)TZw%}WLuZMvd$7Jj-4<@`J)2W| zScctCRdmq8;&iOCtsU60r60=2989d}QGcMS+hpaeHdzT(@JQsk zs8Tw$CJ{lv@_SLWl#8%Swmv=MmP(uirM0-3YCOd|GqWt7vSKs0xnRiH^I~%EDIOb) z*LJN0i)#aVx;$4HRxmEPAT_Afu=M6s^9N%XJcaAEqA9d$q&-E=NB5gE=8V@0BYE|X z1E}7hX67+(Wt=9i zmBcgh04jGdcaJmM*97@xOxW+UAif!0oz^9#S+*8UmhC8?e{{6qG0c2rUJxbQN85j9 zUXSg5_?U=3U4SM%L$64Ww>R@uQQ{v&8IO{XG!v3GQAzd9L4o_39l70!9F`$`HUu71E-DXIM|_QB6mHG z%~-5-97fkM*g5EEniJqbn06Bd?@Siee_*O&c%3#v`qoCvs}#)ays zUkslmo2!3^veS(UIN!Akt%TQ5@WH;@Rv3~A=Z2o4FA8wMHC$C@%R7ytKDs=#n*+XP zoF}0*?`OgHq?TiIs1xoK(zawidgWtN(TOsYY%x{Z*-oY~3PQE-%eB4Zq=#Rx6MyKb zGq%k>$V1V`=6jmqt_)}6+Td4KKCeM>|P1*SuqK8f;#bV{9RwB-U#LUn45 ziRSy(P%8>1gW=HZ7g0X^%DBkdHQnKh(%dQtni!?`MxprZ6}(BKb$7#$Y9ZeJ{OezG_N7tPXIAcS39ygF{FS@c7A#|{5VC6e|A&q&ni00b2Ji}H0&$$-p;bfwo^gP zh<2f`B*{Rz<3v`w=x~*&qV#O>C+loi6+Q8!r0t=|clHou1qS)12DucIyjRhEz51C0 zZ$sIW3OriI*3oQ1RW=o}aVyrS4(OdW>&#={2G?)dXl*9WnOVf5O^+41 zaG}C@t`R7%xZ}@gWm9nuC{^+_!n+x99==Rhzua?$AK|XaMpcy1ZY2E|ufsyVeaL){ z4cmmBJkZ?ln^mKrUoVJ4z5L}AXln&Xt7{uaI4>S6i8%gVva&8|NoiEPU#s%*`je;F z`}dLF@P&z1lUr%XS8SMt>CSHiwa`#VFk@8%;#~WrEeDrkT9sw`FIuz4ObeAwyRoMD z>el%BZ8}2tQ$DV}qh`%3TJO${a$zP3%>`3roP zVxT&PVpH<-$oZ7|EC(LG7yRyr1lGa+uae=K5cv3ojCcojq%s2z2Sf~xn~pVmN}0L_ z71zKs@1E@##|kl7(zCOn@S#QFO0?9v4#;m>rPTqWURaJty5T{a^J=u~-M!K2OF7bg z3o!lL7I{Bs%32>JO(Lq@upc|5vqa!LSSx08$`19J8$ym>q*B_*f) zcxr1){y+FCvVR=*qmF8?-O~zyN7_mlg=l@dFRUHXyE|0m>ED*rRnynM?;c$G zR`nV9A+C~4Zsw!VR)wGnYJ~jR41z6bx!xyi=sPs>$7XDuijVmH5q7pdbeiSrc~Y5+ zBx!bX*6)W=IooZDK1~S(8$ZB@>3!F5OURZP(DhBA3cadL#IVWUa_2O{NoQO{ zE14x7sZQWyc{C;`F=NtEpi#qkVo$n}EnZ%i(P9pkb6a&8PvbS}3~K@Sf@ymr3A^nW z?D%%Mg#%U{v?o*~d8kl*X$LXBR7pdu3A_VIS-r!PCZy-Ezs$yIJ(lDjB{P6NEsICF+t0`sge9~WzQ>1vuWl&&0i5??t0 zJvIwhF;4k&R+Xb-cw_1- z*mGjX{#HmwSnkIk!{v%1rEV4kCGj(vrS40_1MF=I9Uequ+)jxZENvO!ZxXyR^(R%xF&;A{53<^bWtS!9MxxlPkKlQ@LMB( zpS&FWDT{>r{NL8`5K747@}6_~6YG^R47iLE&Xb3dUH+HLG;Vw{_ym`pQLrMKN)G)a zMe(7sBs|t&u6PzC)J9|wjZ1aZ!u3u@;>G(MZwK*;J6 zja3B4>R}vG_&+!@&F&0txROOG&`z`0;Gu}Et+%IB5+ZL}Yfgp7oRPwzm`nKb6f#=R zl;^Wr)`0mt?}PI#sNhq$tNU~WfiC-}T!cM3NG0L=5RG$<3nT)LSkP%G7{mACCjArZuxM!D_kj7Kg3~R)map{dqQW7^~ z5@D)TU-@O69fQ?lWYA2FPgUC|X6nmCmd)Hc7;PN?H_4yFWp)k$D73Ms6O=eoq3PsA z@xnpAX%aQ_tu;Sp7atE~iJl z!qv^FE6L-m=|atH4mybHF*#L}W8SYseCD4N$l?m#5_H)+bcPFG5hIqOdM%q#f96-W zKFetmgwlW)vD9j=xO4e1G_JG->)dBmBTUJfI3N&fX%Lh+2^}DeU+W8@+Vl+NPlSbb z$**UGMgNs!iBZx)LIOkL95_u871-HQk%@axOBdWsM>rthGS9#(q|Q{h*$mx$2CFc_ zu6c{&37gLAvEIQp9MbFJD@uDQ7wH@Rs#B$xiEC6ytAR_Zz?z*OLw2ukAuH*yNNQa*{4{g}=CY!yV)IYV z`a~`aa~`@#O?V}Ja5ML0O?VZL`*mSY?)vm&6x_pWTO7X{tNUthZ3=>Cr+nZ7@jz%7 zaGES~H|^zYd#*5~n%IBhdGv`z`#T^6oShSEJg;)uydCS)019+*2n=6(S0LN^{h$s; z$|W!%oE_jhd_9xDPJ;!GtD-3HI3D{<#lP;Z??Z=NGaB{YFd2Q0X#4r|aod)O3~Dql zDd&tB1WSh6-b*JkTdQ}v{WCPGLIU3KoDQmglZ?weMDH<9DBJ0Tw6=4s^;Y;dbr_)t z)5IbaOz3lXhtdMOFkqr$?5+Z~N?-i>#GOkYZ$%}FpBrd^b*^7Tr*E>uLlkh%NP@!* zd~)7>OKNOX#X94be|SM1F*E3yC^pMlQL$-IPht7IBh+Yq2A{i>oTVB(n{SHp7!+=m zKrbWt7q;CP(=SKe#w!LzR)zE8O(%5bM;FIWd6?8xG)n`kz_+aAcd8XG$y?`WccW>h zM6y9*_@E54M-5&~j?}EP`N{u-(2~RV@YW-&(&mX|q<>|~-=!1#aUZ9S^1~?|6Q5_x&XjWi*D-qzd>z;y@U@UhTGF^mSid@+ivTYoj^1xjm9pYOY!OR^)_tS2KRQBF`o=|t zB1cGOKsOSsfdMigyLq zvqp@{_Um}aUwPAUaaLT~dz86(LO?`78QUNZmW5kU4&VYajASM?uoQjFMy-cpzh`6~U^M1M&IY5@*YRR(HsoQ%{|m z+p1Xb3%gDKFx+Zg&+p3X&=V?5|@#-*CAd}OTz0!`dq6ZfhhfE?+9;e`( zAbNO7jc26iGiQ-Z0bexlgGs`_6Snr zLJ0IZIc0do0il1zSk+#~6ixtpS>pndDs zc)}_l;iFCGp(^Zhb-v;y6aWK)t1HJG+_F{%2IlNzv10Iv9}`mq6O=EwpMXBE74Rp+ zx3rpTW2GUFpw~oTPFK#=J(w82D})<*C5@Ng&HlEHoYYyES}UN>g1ja3?4+v}`qbRY zI3cT8Viq#ZA>XQRF%Jfilr(*6+)w48RpDs;XDU~0Klrt|pLHXVTu6L&@1dV=3mvZJ z3v7;w77Zaud`?y<`wf6-^ik(AAV+X{-uP;rl>tHEr%o1aS}>R=F%UWlgC+#O9{8#B z+xA@WN4+e>#iy(mNB>|%ypV=2U`b{r0k%BY*m)4~T`shp!*_s|Q0bl)aeQuih0oGz zOUedwcmzE_W57cDM^en7&moM6y61=6`2$B$rKt3r<9;ZTFznuNo1!oc6=F8;aU~Hs z?5e8qQ+n#j0h*_E}c?w5mDMy1$NgTK+L_bwh36vkxAxB5OpFS z%6sWgGk)t$r@1`pxP_6YcSEnA)d9mQlAy*#I$r2c+ZV(~qU6%N7;y!-P!YP?d9JKF zWj_j?d_GZ!3>ZHgl*oOSrC>70AD4)E2xN;f@%nRvI&uxbMMOgu=^nvAU~OgzJ&HOu z1d8LUfHYPqFv4eVLqy4kbG|4|&%Oy>(yZva;{6_$xT&OVTs_u>?e}nB(_x~0{uW|8 zkXCQBidCyDt!(tqhoR-V!ytiD6K6MOXU^l&F{z60@GSBZ%|lh|;HQh#PdA<3C@d!c`JlfmjCfmg_0))*ef|!325agb4d{*<3*QP=s5Ei~4 z#Nv^(*PR5!zW;)3@}#yB<<@5#VQl23~TO-fPaOxlW zGMcjFWKd~1JD5A@XLE~%{S2zb*w$-->3!iv_&33WZCl_+A3_@0+dC>zvF?(pnX+Jb zCLqHzTk<{lQh7Ll5zp^-Q^X>K#$-R+8ZJDw#r>0q9oZvIUC;q!Ne`??UD$la@FVR3 zdiP!xWp0(*G#sn%C2mADQl8+df<9)6Af-Q0=A51H;-MYMG0pHN4D7$*@<0?#=a%#mHkJZ7m++H_U$JE?9gzvoSX>Zw`{ zImKxdrjchk=OYWYe?tRC|F{cJu$lXhguBp0G7JHhxe`G;6UVD%-Qwmc<_qMSe4i_* zgHG|+WZ&In(eo|ZOr|;vVQeSc&oeg~_po`GfE62UO2)x1weVXa7mS)`AQ1l+hy%aK z#+#x&_UQ+q4UOfQC1MnYK&9oeKV)?n=Iz~mI!grdX|r76F&DM-5PK5yICtTK1Q=nb zqWW?A%!I9Rd3FD@VN;4e*1oNI|9X~!mIDyU@@!+qzpNK|(HON8!0CLGzIe?wD^uvu zXqAZMo8``6eXh}2$^bBWd#4KL0Db^wUTC%?t!Y#gXuZn_6@~@SevQr#MYD;pvPynV zm*BG?#ABX&l*uCBm@U3qYI-@GVA4EV)+|K^P} z8`Wm8AYN&|B`*GYvYh~y2Fc)4nFB260+`yTxP5XpR{^R+Hi>q@@DS5ReTYW{Tp;aN z%{8V_GlHa?UdtX*ygsy)Sh@dl7*ci*p}d)xs|h~0{?l(csi)YW(&N0#=Su_ji(%F3 zaDkH-5%U|cp9?7PKZvp{L0KYhX*@qXInCUYBwFzvxA)e33S2lr3KzgbPy3PM2^Z)A z0luBrtJhOR9_OR|%{H^*G^N8`XI$JGLGr74T;We#kj`ULqx6ZJH8yOx1D8VV+U;s8 zUV+;HX5zoPsUb=s!fCv8Q9f$GuKnj1c~o=6O*!&^lf8T zy#W=gIwh{_%Y8e_DvtZAb1^^OYB2M)ODW5Gf`^w{F?>=5N+-NT?u(3#$b1Gvc%(G;{m3etq881F$F9aG z$KDCRdhD`p?|3aDRl=XGW1Pv8{1jICSVq|F18eKIa7t@t-6HI;!Y_v%w>o9D;frZS z?jEJOi|;SIz&2OB2`%+Gsmwvb8IO0mW#oWOln^i*1}y2Wny5`vu_wsWuVX>Wim#M4 z6SJ{A(i0pQm4uDMIzpTWT2JaQY=s_@$@ZZ31u{d-ja@x^zPK5Zy|%pe@Ab8nf^R!L z-BmVaI!dT!PxU9nV5@~Tg{^zvP7`)-r24dnvIk@Q@b)T2p?In_={B}j3}YQ}Fte*) z$SE?ND6CEpZ_{#2I11}e0MyjO_0b(^P4k67jAFHEuC<$bvH;d(GmD>|?8gXMG!cuv zskM^5$nmmK6nw+_l*9pf5wKbM4Q=mV=iUs&9&$s;OK5Z`oY5dfb3r&;qX$!tBjYr% zd=&*|Et4A^Jy7f=_NG5CGA+5R8(s}wN2rSZ1&OtxwA(zUwEN<7SZ{uu^QF6%aV-gxQO zw3`l7PyE%lX8O0>8N?MZqI7LuxvkI=5c1vf_bNIIH~tw#IEm>d)Or19I%(uJzJzFi`ssQGq^-bGZ z7g3Q4$RFwJ%#y9Svin8lh6}gD0{4x=9Zx9=aUZdUmH)n2vcb4js{{~D-R++E8lGFG zp2+;KsK#k|MW!pFpOLo6qD@60_C}z1E4LMF5ZW~=%nq;>y8G-#_@y$H+$gpTN3y^1 z`UN9XZ~JmZERctp@CcyMotU0w`yUH->}@?`3uBht{~Rf!i|5c4(;rgjsFpsce`K-V zqh?*B$LLWsawxeUvz@NED2!u$5wAhLYV(5^fe+GV6i|!}b~!C)#YTOx>2|qAFlI!C zzG2E;S^p9rP+;i9KXK5o>-sR_VHIFxjx;l+G0Y7AT^%6F=1OBo1#cY(%!}+b7zm&2 z5~_O7J0G*?ZIPO){1fI>hP3vE=~scALLJr(sr@20}UnHv-{=HqNLzbY*wj&DWgolfX}_{N?CUA?*}~PgV^+x z){0~C#*0>zOdLS2PO+F}j3pevI@hRzUU3>cZVgU}R%cRek-^x4*W)A>lPkBuiM8d2 z#ka8Z+*-YK__u>>R6gs8J^&`uZrIsq8Q8}@xJabiTiM%KSl*^i%-(LnS zJ+B)yH`qqm&IStH#^)ABC`te2I8N|30^Zr#_~Cnevc#u1ksIzKYL{trXz-fAs}+`t zgcj>r!%08hb`{vZn5z2FM(x<4A4K|$@TXt>gLlzBg^A;)MZ4Q3!^=lYAc~|RKv{Mn zm~7d$td4LaoEVdjE3Eh)%sKkw?Pz`_nxK&a4vKQAZEEtz0&@+ZSbY0hoD#^Gc;;{N z^Dm0PRMK}}H5(9#FYOzf$lMGW7YmnMkPrWe3SweK$L?O=Y{*A#u7PE~Fu3TK))ODu z1dfGcK|U7U09XA@$@>e*fOqO~E{o)W`b%rhC2z>qqKSxMF`r%uS$QF*TvIRU5-3yB zqW#hKFa&aky=64+NvsvQ`uSXx)p+HPrv z2yjwticGz5Y6UAW(l6R08Cem;y2#W>b8=Un@?+VM!Ks<*@Fpj7>gPo9Tn=`HB){%6 znmVNxNXH5vrAPGp{-dfj$2GeE7!QF=C3A^Cro9dy0xE-t$2km7+G~ppXx=5PVs$Hy zE7}2Ir}Hz|*Lt|%3}$SGg~#hdf9yPk%i=ar1iEufzyF4#Dy!o#6n?Tg9Jr6O_xx-b zmE9C+&e6D?rZ}OVe}7iiN~Q>8>=9`nIj=yQVC*3Qsa(P-d@vM>ODE^LNdr@4JY3eN z$mxCsFJRl^ZdiL6_WABt1BLXDf>;@^y1DU%eaje8WAT*5F|vRKW#l;E#s=nqwrk2dzy@MoM7B8 z?d?bCO2pA_tL@XsU7fR;;@kYKi~+&)02*=smxl{LC74{E1$|KZD#PJ7iSPePj#AYA2uIN%+n<|_I+k4mJcJ&#!7 zZ^4}d>O4vxRhF*5ahJeme~Z(@{nlgzjpr()o$ELc16pfx`L2(ziggPp1v;_cTviHR zn?Gop2->@}GsYxjcCplk*fy-ubP-TG=2y#PU=dE#Y9G#lW|~~eKj*gr3Y{8PUcwX8 zu6pcFKkt`3t}N%s#SKC=B*w+|BGBgB(bt1?EylU)@UGG!y)wI_0(69)fnnqag6o03 z4br0SrVGSG+a2|30>6&gG+WP*(w&;#yGfjbju=32n<(leiISVbJ}a`aE|-b1`B;$? zd!bP7_IE|WB4*6>@zA}RqST}aZlzq8$MU!N5PNKCIR~WGKN_KGDd*NAWsmi*#b_ z7dM}mO~z*AIxrY>h)>A@Q8j}rSkD(xno&b12(H-s;<$+8e-VcTh&KEQfR+N zCqwEKr*Z8lpQ~&IL9$Nk8ipOhfJpM=bZB99T<^w!W**R4Z%xT&iu^vW{P3LrUL|1v zs;ZCR%cN$D$>20N5CsiWxz)Nm_d0on3+1w|_TV$u)R8^VY!@Cv>_(`maw!ddNvjLk zT95_LAbjqDH1ADSf+-F}E^5xqT(GHhg;hvUX@KN8BxmBnC*bXV0tmceDEc-QOmZ#k z-;;fFt!xPRGV(m(Y1DD4!H6|OO#eQ5n?d>4nvmi!UhB{=9OD?#S4@hpdkGtFnj&Y}N1WkI1 zA%DCrTDXhszZ1C{G7JH{kc(J_w#Q>)sC?_3&dtL`UBhwSLs#VW!E1QHwx+9TA~CdB z$EP~JL%laqV=+v;CGznh4fO4l5xQIO?=&4)raxRz4VO>_TS`8ZEgBcn6b%Xm7L>g3 z6zZ87E@o}F$)IJo4Ds&8&Q<9>UNk9efwU`-pnWaCJe3+oX@LU3$n1JKW#Kt+C^&6U z>J35Q{W-5ALk+8^pbECYD}QkA4118$CMz#GT3{8Lg=8*|{+5;`=u5W(vsaqke%Y*A zSH|BpL4O2!&dX-#$S0UI+#$InOMl=R#HD}pninfS_Yg7XhEI-@El&`h)1`tKOO|Mq z#|T+jgV<(5#1%8(XBM4^L!y}T*|x(%iRCa*XVg})830t;3D-S}uR{sVHsc+=6@w+m zxuS(O;Wh191YWLOAAu87d(j*Shx(8YUsP3bUUyimK|4l)e7H%E-q5iA>+e{OgBvZr z;D-a~IFQ4eIk*(Q-AYkKex}=*OK?$_!kz1nHpv>_bNdnwN$mWk`r)>2CSM)R-m!(}xA>>zRxvz>D~L>#U-S_!s_Xf_ z5@Yj0yBk94+gdm#KIecO7B^6z?3jw|?*EyjVu^$^4v&ZJrv(y@A`xNc#ke$a-;HE> zN{q)NLBdsdp?hzVk+g>cdtAccDIE|gHW3`SqW|q0H-FcG?Ov8ggFd(!r^f~46dwQs zBHx@2lPN49kuf2zP$t4mVDU8f$Xr?oK~t`nXx!Vs zKC_@I0JWVoz$gbM`@9eNQw5gX0h}@PkU}bJ=Fn0Xnn2^9(b6M+EvNgN$O5j2ydcjdr)QZq5eN>U8UGX(yt+Pi+DI5Sj@o z0?VX5*)R~uBG;_Q*hSHT3{KDH-Tgx3{o&bXwu~ElnhIU|*-~0mjT^uSaiZ*`oQQ{$ zFq&=F`c0h{n8_cJ%rCzVn=NzfO;~VoP*7X=UYDGNqB|}-#$^QyMsjG{M+g##r znK$GqEN6LkH&0hjTi1u{PY`$RxLz|dGU)R-UGF41Z$~sM*Az@eW`@PQrz*~TBE!Z! zHzS><8SR?DK|M)Z4^6iiIfJzZsc$A}$h{r9Q|Fc4_zYdO9eBnB@Ithq<$3|*L#EdR z(xp#zEUP@uWwz@AyrL21-PYkj8bI}*?^F-V=R*)PvD=}mXdPJngRQV~0BHjrB)Qvz za1Pv-;7;;Ow(2P2{Rz6*ft6SHD!$3XT5rNu(Nu}YEtLntzV=^)Gf`-h5$uFi!NlGY z1qPmwjc`ZSadq;r1xuIvNNzvLtO#to1{VS`t=dj0)S^oE#V5|6cw!G4x#SQErTf%g z3Gerj#Cy_^on0Crz5H5lXw{Oy#JV=?N(vD~Wx-5?j?AR9?7(vwlNobQ#+4JVW`uCz zXV)V){+n$NZ6~Me6<_!qExDXAGVHBdu-FRq7DMjZM#8VQnpZYNg*7I z1o*xf@kxGAy`9#5&n&D_U&!U<37)K%k7=_625~EVga@0*l<44{(C4D9?C2 zpcN3?8s?t~(n;|wyY3_5GBxQ-#bkK&E|E+FQWUva3B=d@5XW_u@|f)Kd5}LpecKm5 zxt`r=7h0iv9*oSHzl95Dh|{X}uZ;Q3nNCd7UCs&^eUYA)h)(7xfajDGXE(lrS>h2Y zLft$-gW2a7A73b*m0!nvXFp?hBCF4*?jD8=)%tK&clf_~I`1xKzbt_}7#cuU`XX;& z-4x&VF3VKp6!#u-W!D5Lr5sFxaJiMT1kS_s!u(s()K*iaRXpN1M8L(bj>+$Z)U#4$ za5!^lp`(3D?FC^y;x|qWhZ;oG=c#~L@LZ@?}3vmQ=Cp5z4 zTtR^~R`>?QHvEztftpTvK2aSR!E;;;B`=hH2x;SW>@Q`u61b6F!W|m;!XC3$pjENd@kxC2|5+P zBdV69mPshS0#76VFw~5050S4!9SHFnZK$g+dq?~!Hr8!@vGHgD1>54HnI41aYz5PBXK|L9LbVgvq#cjsteR8xnKo~uA#Pm=u|iDy}NQ=p$G?SX((>$=umc!te6^wkkB2gZ5cxUOgM@V@;>7~5C| z&?dOP3MFpP%2L@T>3vNjZ#eKm4VV>F?N8)RTU*)S4$c;hk~`*aRh}YVX(- zV%o={yX?6RQ8{SE3Fr+!JffiZHX*N~M&dF73pcmL&XrrexmfpgxUQ2ZOa#TP;Cf>r^v3~#KrO^XsIc)aJWKAIM`urQOA z@o4!r20QLPyZ>T-9;k{H_5e4U_MxYSSX1!#3=~Pxd^R8>pM+!@?BK|ED8sy=->a5I zG~d=S-J-$TrYLbrkQyPP393!D@E+^1j|w#%X&(QsgS(*)hzO~CYD+s~7hD)O#%2Gg z5OTcq0TVIH2UJ@@10yqMnt9W)__dU_JxmdMawn62OemzM06*I|dV{6e0f zvCpOXM}6ZF5pyD~%1qFfnBWe5WU^fg5A%bA2{cLPb&DO3sosWXhTIY6`k~86!IFK1 z`EU`{T+b&Nwhr(|0{m1lnokXUz}t~yF;^a!1@!Hy^CX4d8P%RULE*(tiR_2w5tM+2 zmWEPWnnt2M+H1`~4}#cI^=4-lBZ$Tk>rGS4LxE}*q;t<+eeB_O_~z>aoDuS9q?g~) zx}|P~?r9;xP3Uz47GHMnV^<`s+voZhX@9=YuvIBEmuF`6a`q#&zH;xi!Tq+>?jD#6 zBfG>yS+Sjk2<&_^S&BqBMUIRzeG~V_ym7lcF0K%x9>~%&Y)GQLHE3GKUmKV2MGMJNP8Ar+?(1M&e@4qnP;56Ia=KskS!O$2+&cJbt| z?AWM=ABQANGA)T!0V$!8E&PC*Kail;7@U&ey|g#M*SG#c;Zeg_$m0YNjE(dW6P8J_Jwz|++b92lm?kGGR z1UQ+P%zW^u03fsdKrYIfd4zQxme~&xGPHiK?fTUK(7hXfB8Rx+-9Bh{0U$j<{^ex0ljoUG zS1MAO;i*Tpz4%LwuimK0UJS`BGFi})AF9qc5V2laKd^eEpamL`2>x%(h9=O4J*FWl zOSz@0uH>u2ZIq8E*%9^+>N!%aYDthyJSQ<3^w;c{nffPD>62LYed7ZV%S zWCM5g(y_^Wa;s2H4T#Ay86MXVuG{dNDx{Ud#7qG25Ybt*GS3dtzAQNpbo zsWQqfc~BPy2}?U1B1u`0hhMm+ zRF8=`Iq1)icZ^G4m+_U4bMEt`221vZ8F*&9#NvM7L?wz&z+(<_$h#OV%qFhrgDOPM%p=F$Yd!5PIKy-gGQ_GgnS`?f%T`Y`5~UcpY$za-;nmYP{D7qZS{5 z7ZkElLmtZ*-;d{Z=4=6W!R#`L9DfFfB_}&{KtwX-m8YI>Xj3&WxXy2&-@^ou6VJC-D z8K62N#NCB@tW`8%d>jS#Ih*;0gNDNhm(bV6fyiHQjI`)9>DfhoV%%6tlA&t$Z@Mq3 z=-JNEI;-Kl!;Up85ZCvWa+(X#NL-~A9b$-MhySKZ9qo{{5LncGVzKTp~ zl{VG(b@0c(s;wCv>C@DXn~mtSx>#z``90R`8O=`w0asUzH001AQM&Sq&>rHDQ6;f5 zymKDfeo-&9pS(f?>!E&UcwwKHhbF_rvT=N+TrEs=uRexh&P+1v{U(A~Kdzt|PCSms zH(a+}FWHEfbzQ3{*wMi#a_bS>=dGZQ(}75=+K)mYN5KFid1sO!l>D%x;!Ztg{n0~I zj6E}Ju-!Vy0p^JZ&4;fM*(N>1kKmWGY7%Hyy>3CCCxFurh%oM z>mhykl^mE;G!FNHdmucqNw*M7&;pSi=rQlUYU!uE1I4+opB4Mz@rXZLu=8vv*;Q8R zT^B3$x}nv>YT3Y3!|~Tz7XXf+!y8)^g@%6hE2|XvfZcdT*~#5Y@8$z#XGW``$OgPo z57>&*)~5DWbE5GJDK1U^f6{HKfdPkv%oXB-Hig9g9MdS?M(;3kHkP;@ggk^owLPKw zS~zPa=$V5SpbobkpSuX>J9U3U^8kFi|7d^Mb|Ff++EDDXQLaKlGa*%JFq3B&DC@xB zOQihtvOHUDQ%A6!eidp;U?YOBA9QtwJ^?wmm9G>Us*=Eo4XJsa^kr2(~RZbH*Y}fnnGD>v^?c_mZj;R7X-X z3GdK5vm{s6Px%qLQBb;Z{05VoOqiEU;3lWVcqZyi>l;_B%TBbsPr_`77p3iJ!<0HF zr4lRcHX16!F-{ae%gmR)af7J>ka&?pEffb5aQ|YiaSah5A(*i49@KVZIV$;gs-Ii5;&M!Ewc2 z|9r_*tC{2Mxd$DfFy`}2hb5d8WZdM*leI@?R;xZ&ph#>*Oa+!!k?PS5&yx8CI_g@I z{gZ}Y^4k7XTPSAxgEd4~w9`Vb4rqQ|BxrJUl&u zvywR_ux{DK`4RFMftA&k{Ywz`<%iexQ>Ex@*6Mvd-J(VHP%7yll<+LMkDd=lh|yQQ z0(^8&f$_O5##fbC*-p(%&}QWYfe@XY*&KZ3qtVG;eeRR0K*GkeX{V~XqA?C=d8EJK z=q-LUHJP8}Eq0TKW$V>py-+-4?ulPlA;#n}_cIk(foGA}-%nTfbLpy`9G*FxhaMIm zf9eiS+h>QS<8nnjsGEiVw{J0L#?vGvOq6cw;2WX=yzc0^f`Hb9e)<*x64l?9YXfgb zn`cjU*aU|@KXsP~OlPn1;IE^3*A2q8EW@5nzVY5c+RzjFKC%NzpRYkgrbd?1-DiV- znp<|1a`;e0Eo|M72)a-?{t4{t3cFlEnPKpoP%|XbM9WcJAQ`IzuSBIzco`W|ry1N+7l*o>&s963Oe(9!TOQeW@)LtNa0tJ~wqhNQ z5|!vSy+ngA5)=29vYU*}Zy-c2RUozId)G&hFCMzC#h)KUaXB zP;VaO^sl!5?2tu$u_FTP05~SprPhlkYbHm5R4eVi!LA)*Fk#_4Zb^rWeiNOb_^emJ zW!%Qu80TZt;~?eRs5}M&$K9gO9C%2U$GG;wq0zGZqG_sJbU`N8b)y-`v!7rsrA*L_ z>{UYMaH3eSgT3q5X#iox$>WLYGGMp4gN-3aM5@klnfi450Y^lvaJcHzVk+iyuX2MT zrl|wk`WvMEJj!(;7#G0e)8dkubX`KSi^lQEQ^xS!G{v&4Au#>qQ3X0yNyZo-)Bg=C}&=uyLtSVpli`cPC+ArUYGxj7MLaW zVXvR{SS5@<5me*wvf&8BKU;%BZTc1mnc=McZ)?9bO!ho=wMSzYOi`OM#hmAdfi|NZ zq=T$q4W{Wts5dmvqFyc6{ z4}@VJ^=aCL@ZsEl>R~GC@I7x~I!Ot9QKOR?Hj2BEm0|6@EmBP> z>Uvm`@4|&7^k=-jWC+>>QY74n({FlkA9eE-tjqH`SL?>UA9jFtswI8k;%1kf%q*5O zI!TZU7hu;;(itJAHo&anh*Y05IU*<$noa)QjUdPp+a{TSu51CbuEva!1{m zZ|`-EC^nX-zhB3;OeATTs5c-bqnF~k+OEi}wT%1Ku>vOS=_6l4zGbkfwYGq?Dd<8g zYArq)z_4`tzk@Gv93{N^F?9o9W?t!A(>L}D;+uB*;X8@4nMxgk2vtQU$TP`H=?$DE zy9#+8+vjv#lkS6Wm%refR{^vp5xw1t>K-bgeW_JNa4A3C{AjV_{Bj5`&kHT|31Alc>=n9wZ>Ox?$vs<>(E!|Pmr)_1 zw#`+OCGZh7xK2S)#g>b^%#jAq3;ZqAD%h!6=Hxdf21A=H}Un7uU&2_ z)gHP~&+xt~WSr1Gc&*`}$-NM?x?wlhS&0bz;pw`HXT5AwYsEbuDDhYghAXWlBdr%? zWBwDw@LZ&PcbGD~eeXgDQ4n)de<=iWea%3ZI5*6l3@O>ah!tEU&`s43?$8PM!NW@e z>;#cw1=!zZ4|!Hh%Z?MCp(b&Ew!Q`h?6YQPi8<cyx;7+5|vTGMysW{8vNh#p)> zEC~RD1tMg>Nsm>h7L zos-d|HnC5ysr3RXzc#&{PgwsffEB{F?L%qw8TAaeRff4%pJ1TOLSq=ad{k^%kS)Ty zSXPxT4CJLF6nx9rb2kUe*`(*r5J(F;i;TDDI8*Tut|xIi5{XSAVC; zllS-#yrzo`F;CX%K&gdbL;CR=cEzZ1A8;mnzwr4JCEtoc1jJ=%A|6--#pJkI;$LiA z&ZrnCZ*HCJ$_s64L~69x$otbJ$bV!+ng^%YbuImu{T}oN6U2xK5TzG)#HC#E4uS}x z_ORVpK_d&dkl&8nx_k0ozRG$}Www9GkyM!g3q+km@Z{b+QQ4Hh4n{E8fP8CLUMw!`4x_$N< zNq|=S6!maP4~Q7VU|f~3qH+QjJ_=ZKuJA5d@*w@Zdwbus+iu_a?5fM(?3lq z!^iY!J!%7H1g2!DGaVP^j;K9-m7MOz0`N_Y*Ib)Q)GOiO!_r`YwlCtIzWo709>YN) z<|p~v#RgJp(Cp3kHo{a65?U-(n;-p-Vy z94M?Iwf~ejy?IBp;K^48!OIe-x~U1{FZ;<(BSD8E6?I$0q`BtS{otM{^ z3ZYOrl882#L9E807E*;X?>?b-j#t&R@{%FI>lS^VpDS3gv){o5RHHw&F**bOf7VZzPu}XNlK=c#bun6LPa6O2KtX zxI~2q!u#F+d#l*U!4plLNp?21FlPaDg%VcG zzvBWqi4-;;;4PN%VTOn#((@w&y#aToS2hER9xQe4gf(NmFjpJ)oa>2EJR~fwO5}F= zo%|zGJ~_Mjae=T!;WlbMd-ycx$<>_5!({r%H)9EwF?>zYFBNzGRa@hrbCKD)-nZ&+ zYr{of3@#RmE8m>j!lKkx1%Lc{A+z}7cJAK;U&2`#xKBPzPX@eQ^wqb6nTIt6X|0xB z5y^yCjZPkt6qqhn`()x^P?^lWv6fTo^AtzYPNc;;?lCW`!73#>$Eions|D) z+l^1qq`3*RB|_!7uQWn=aSQTbvfI{x>(!79r^}(6VJ!k^6sWCRWfp@t1GLG5A50>m zAW%xnEh<(s+Hf0p1{m5kO(hMmHwa?R&(u$5GqjHxc=h={vf+OR4^-iQD1CD}HNNrx zY+f(zF}$xst#fw9X-2f&V#iJPAppj?5?PQ%wF?BVkE)?eDcQpW|9r~AHx1!&Jc@hQ zWQ}fKG>I+LW-n^hOnbSvBz75%h{nCTz%xE@N}_4LkMlO99TM}U@+4$$x=%=%5I{R@ zxBXUWuN-rbPKLnW#+%)abG)HIesM z9aJ8L&b6AJLtZFun*T6DSGGUEgD%Dp&c7)OBuR9_ubD#9T)r+YvI2*rNOC#BEZ4ZB zYGyuJ)zLcvBG}Az>QkbeO3E%P1>sdHK!mauFW22j-~Lz=W*({6MfcqWs*W@^3jYr{ z4~i%XWo~41baG{3Z3<;>WN%_>3OF$!Fd%PYY6?6&3NK7$ZfA68F(5KCI5Y|`Ol59o zbZ9alGBq+VI0`RJWo~D5Xfq%%3NK7$ZfA68ATl;KGBY3`ARr(LFGgu>bY*fNFGg%( zbY(NF3?h;&r1`7ly zxVr~;cXxNY3+YzcQBxs%h%j%uct;8IkAE=osfy05m4OD)|rlpo{<|MBP(lX zYsbV$rvx-}u{LxBFw-+Kvci#*i#P%eoh|HaMGc*S+yD+|bAY_D^SkT21tTLD963M& zXbW_FSDFBfJOHvlXG0Yadms~l((o^!VCUpaXJqK~t_IqgS=a)p-d#lO>^&SU%*>sC z$6%qO`yJ`Gw=g|G+R)g_&dtfn0$^xs0+6Pcr3c8_xxEW50F-vN03)Eep|vT%&J>^m z)Bva|izz7sB$VV;6_lyy-vcYV*xTDV{;L)dWffHkT7amKoQfC#s74ErP*qm>{Z|EO z`(D2pEkI7?UH?1JyWwwlSuqtM6-@;(CWhZV0GI%-Ku0Hw-)aA+Hj4Mk0Dnq*cQtji zv-v9lfYRLA*`Aw$!OhK$-ps|xncmLPjNab*uliKXEt~*uc8*qn_g6=tHSjNDTx?C= z>2x*+{vF`=p#WqojDfaJz~4^dc7H2v-l=?ddY3!@r?7V-oPWo({@Wbj1O)z98goOZ zzkFpB6l4H4h8DKYKwCpw<99=6LuVH!fWcp~_g|pN$G-~%0z_OK9e?ML{kO{TKWYA5 zy0G1QXFArOy$#*|_rwfsU7S4s!OefSZER=jWZ~rO^mjxcz|_JT_`716HR*|DW}c6a{E`gc4bQJMEq&Gz&Em77}Fnwb7(-o(Y8LDkm6!38KK`Y-Eu5!@e{ z8PFNP2mm?&fbPcT48PO;H7&ozOuxnNGwG)ER3Ds2mSrB!2K0n%GT5l!1cHIy^?>c{xt%We_d3n_giXWXKU>N zFaesvG053DzYhfE|3CNae{zYtSX;{(+5jp4m(u^WGqka=_V_Q$|FKX9{;ri$&d$-s z(E5LL7Ea<8?m!a-3uj~VzgYZREahzYKKeqoX4b&>GxaqB}xd3!b z>>U52d!I;SD_fwG6M&uTFBR~eh5xDdo%-L^0vHs<<;1llX#UU0{ADI)Yiws?VQU6p zW@85!IyxG9z%jnh0W%vL;4{-Oey;$qt$NNYB z-m%Re$nN>qu*D`>>nwa-rKVKQ`CD1JKKM>!1Ugt{U7yvNPENg)oBeh zb^aq|`j_k!F%FAWw5{L>WMdl$}bcK>jAkKytU_|CKIKj1qj zZhs*2ySMv4;CpzFKh?audIBB)j{V=4P2u;m=C3u%_~-Wh>mmFXR(5u@vjVDHn7qFM z`G<+Dp|hifyEfzd4rF?lzyJLEKi&UIK>lZa|HE5Y*v|bk9qT&@bS&?@aIi4_o@;jR z|8h0{`*HZ!`hDLL|Hi+cMF1es9cT=QlLRR6-M_&vo#MNlj3l?NPm;fFfd+XHhV|=eV`ACZwTYtOmZ6WV4<3@3 z&`_2dy=p+Z?7Uxb8wu5cbXKnB57x=_rnn|Tfa=hp2vg2fk9aD?CrjeG7c7 zmJn|!A~MAF3cz>T&a^kI^RF(1v0;a%Fgk2TL|wyWl|wSjGCY|3rg?WkKN3p}J_A?G zuaiX7?s#B}b+x>JUn%R$$WRKiszPmwx8XXcfq5yk;n#SQy+Y^qxPam~IV7J^2?rvK zh4gFJj8a;pcVFs$sRyW#bk4Q3_eikonc0jTH;est_-6L17FbF$`ODMJjm-aSqh)}p zFsGldM{QpN+X2Vs>HE(z4Y}9g0;_MbuEfyXpf%&$3M^k@-3t8t)i4FVYu%V2nurLm zHQzI#ImJX|7pi^h7DA51fT+!PT+&b-EU{h*OUU3a8eiPl6drf6lWHA5$`y6^sK5!r4_V?A6yg68Sq6KYlK2it&8r8!OT_EOu^S| z4|WE#igrZkLwzYV-8NbnA&31lv@$4uN&$_hmb>a4l@9N=Vv11T0=rf^wS-_u(8d)Q zV)u_KDBEzY`j5EyDB1Q?V)qd$b@;H0*NOIE%Z($wTs4xHx|+u4Fy8U5-9S@pg*hAK z^gNq_l$$yPqBaLF0TmH#`4!Kx93DNEg87MX;*ZlBlhw+RSYF1(B)KunU=vqM{ZYAa zS6(Q@`=*s>H8L*+oQg^%(Mgu=@naM{xT(HZn`s8Ey)U66G$!+*Js-Yz1~<6#ZJKK- zPuW2-PL=Y6LO7fH$y%1+3-sj`je@^Kd0?Q}b}sv9O^l>cu0?(ewjgRFfa82T!vXR}>FVH5o1*K>I%sZ9zVX|>W`{>Z+PLCnI@=%X>K08=};HFsUtJSxvu|{v|wBMcsDc24;Gwji;F|o z;71A(FU9kL71`>1w#w*;d7gM&-=QRap6K$KhPcwn(_B6=!n|g3Mw8g%iSXs{l{9(h zB3ueY;l*RXCMgq)ST^}wWq7`m%^0b=r4k>Dbuel1a9DtfXCF>I2KT7!wRxK`elOGE zcJ&CE)1b!${)e_A*B+OFMy`M#C%F*4W(cSWLeVXvtq<-$=8)ALZ!bm?K72vQ@9gL$tS9**-z?Va+oP_C^rm9UcN#uu_ULq~(#jh&~| zO=^o!;0Pc8#NB0o3KbO;U*`YeZuQ`KOH6I{AuK(8u@`H;#nf#WR+|JJ_dIyug)j>5 zM4PO|HkQ(!mhBaH;uPr#yhE7lYq8+|%ayZR+9f-S+4DkRj9Dz6l7p(c6rSt}98S)z zxNK^D{-x4dPju#V5;vKg)*esFJ%ERL`^~&G3&@X;7RFFjd2p@LbpvrI7h^P>lKdjZ zdsRUST^VO9J{*o+n-3$Bk(?LPDz@jdmF?sw zu(124i)xS-T+dAP@{5h-(WByhubb7DJ%I+##7#&08r*uwkT5u(BeH@(na+J7b8)AZ zBYaRRFY(NThT#idSpj;-6kz_L9cGuV{`ciT&pH=3i!%y^Be9VOHtMhge+__7h3HZG zk^a5Pjz_gJEUC=L!5lVOHJhOx?eUdimXm^i!lUx|Zx;w5k8 zh2NBKeb}r1X?7&yWe8fKEhbYAeYz-%BHV`flL@yBayyciiB>69vo4*qebT(x;{N(G zOj=QS=1-Et4>XXbQ8y(&9lv;6nd?jRmPO<7t$K6w$Ir&b6QP^`6fJ!$ei7$K{q?5`wa$yxv;LM^9!>2P zM~BX>tp6*A&;qMcz^<%{V81+*8Ipt=Tz6d|0;eW;jSRVERgkN9#T5&@Pg2!Nj{hgf zh?aBXBx+=|fP>38Zf7O2AY-%qBitiRN7wC*b|phW*F2vF)k1u`NLg9t z%exM+M13mCTxrt90g)ge9g_5Qje zeE-i4NM^$j$w&s8w`~+h_oFIGeVCp?^9H+DnL<{~>PRZQ9BWjdbsrX}r1M7IbLBmA z+wtu8YT2efBU`i)Rr!K}(odtGP+2&`bn>wo@>eBIIlbt`QOBi)6O=(MV_d z@yxPyXwq1`lvTMq?0u*|M>dTB6D&>h#!6+ogdU24ub_9yzuu(Ct?x>pxE7q}W0g0J3>2NC}}L*7L@A z;9-`p#mab#B()P`NQjvxKfzl-B27vdxy*3NbO(vRkpz4X572>Xgq#UeD@s4yG$e$*H=F_~T{usbj+5tIVXnfYjjbaE23q^l((Y{5RQ73}zg^Loeh zuvR}o6RMq`K|`iflG85JZ@n%sS_WAPS#eCx(MYha&BlH#6+Wxp6GecOJAenVki6Un ztUCgRdKChHKD^lQ8smE;vYT^FVh-mwowmt^xlb=sEpA&jsgP2vx~(*?OHXBe!^=s}}`J`uTpd1fwjbZ|7m|(4F)D~OA;xqq`cVxB}Y)1_28Gzj6GI! zEJ46`t>291s7<-bJ?BfnFfVzEUW-SUq7t0t5>K(iBfg|Ihyu7xwiugM9nR~AMTXi- zi`;EIX8nBP*{PkzgHYjGU>b+s(xMG$HV|u{DgKme)0ag}cMEnu_H}(D-`Z*dzHF_a zxx`NwHeR1&U#$NPw4m&Bru=hgov3LtCH-tQIw-%p=Ioa>_~q9manN`f2_9FpFtr8v z*zT)7;5L5qLK_J?6&hWpcS?AWZ}fIYYMgl zbbPfDx$cLOky4%H+-;R&Wn@rw^ zD)HghW_wpP)QX~j#Y?sV-Ceu}M(}in)uE_(Sz$L&Q*ppvY;3 zQ&L(a@59C`CGqFis2#LAp+|>llML#A{K69JGw`-=e%U>niSrS%WAwZ`bfa2%?0c2Ee7iO=FC#5-VTH|UTy*>vdZI`4!N06L2821 z98Z#xIEvFTh_$VxH44tap1L;AQcAR|QOF2B{jLkfiNf3fryrsr0`rIV8V1(5231@Q z1SP&~#9ffeWO8RTwM~AEU69|$G%PypT#zLYIL66hseKCs>khx|@*EERG&T=tYQE(D zF*k*qWwm=DPU+T#p3@5y&}QhAw;Ik6aXz%7{S~k~c^#X{l9_9$s3TmIJj~O96uB>b zesr6c(a$G%r^<;tW{N+FLlS$sm(rxj%m69*qp2jMPB$+t&=LhF>ul87K&4bf1cIrz zzWAXg@cR-E3lrZ^afk9Z*-S#QF|_ucBpEr0c4 zF3g1_^s!H`p(2|x{K@3|M_XNOR!jGOpV6O-WWtQ{SISU`A{5}#It#}!Zlom%tYYQg z6)kqpdo_Oan}IJRr3)J?!&X79fKlaE`znF5_iRlL9xm+%mjsUAQ+}aK+9Wx&6VvK_ z>PmG-Y|6;K^-1bY51&`q z*!t#BS#k{ToIS*BFOfu=WN90%=F(9MH{F8n34)d6AB)8}yqjGP_dho8?Cr`ZMc@cz zpPaD-oL1pW)B>Vq^FDZT-|z)`E-*|&j}0}fSz;(z4zsd;Ja#j8Ci|3$u|^2Oy8Nn9 zqvbGt@Uk`({#kssTP-3r6?&lDY90R(ap3`8zrmQ`tkLgne6z9Amjiuth+iYSut)M6 zX$IDod>5Rucv4V#8V5QxKl-TFt`@C(04Zx)XQv?Pnjd(PZVm@wIhb@w#IdXvvMf_Z zCFpBPVO=U#ClXmBqYMdEiErgMFfs;kwIZi4Wr~Q7IBItQr1F@AlcaLtOs|2?q=>gZ zv+*{rmWx2elg}VuX}tAR}UQp7IV|6RJkyy zbjY>_{|JNPUT*8f0a8Cyu(4A8+M&eifE>a{Bvaf&b?3PtkJ&3lAo(DDKZ@G)rG>7S z!!$L4Qk<5>wiURq5sYMQ{jl?kvdP3H=%#ZBtDuXmgt%Q6w+*4nqIFlFVpJ7B3Im~#`3CW%Feu^p(#GQ zJYua7l?rF~=uH5EUH1=Pebp%hFuXYoROXAS4sU*_+!~}XHpl$$Ta|Ryu35MG-9d#K zoC)ssANxt_DEizh$G|AM`_8GPH&C~3XFcEi%ru+e1aj33oT+|X3A%eRu#Z}LqvqJM zmc>r9&@pwH(&uEDvMW=G2)jn$wH|Q_h4a85>5m0OBf#p(k;UzcOb6(u7Vw()w6Il6 zaedrE<=hloC352LMK`WI!%9ou?`%GL+UHDS~-A3(Fb zs3Ol*;dJL5U$u>k#ho8pH%L!^(xjAa20g%iRCUL zx4ZImL`M08R`3GDW&2O-LiDl(R@lLmz+&Cth*_E5Of<^jno%%Q5^*@f7cGT*UMfpN zV56~7c*9k)OjvGOuyq&gF{iFJiMhMCgcmy1yuJnO>V1!5eqM|vrdm^i0@St4VQsi* zCy!5nSTFx#1o*jcyY2@B=)F`$mE=z0>7W&cT2ie>NvZI;S*^2=^JFsVM`on1U=`FTM6;e3}JN zHc)(Rw2GFMwORiLH^Kn2vZ?#EqlrM4;1{F*#4H#^hSNYL^mKa4&U!b`|LgOE_v_(!Y(3P(LsDTP~-1!*QNvs&CmcsUxbY%-N z9hd~7)0y}AEOmLL8FSG%b$m+5^*Y`|>+tMi0xdIw?GP$NYI(Diq}KquT85H6RLIC+ z<8XV-pm@gT8ndh=h-xU$L~dF^$JZ2k@onNTm@U-T>I;j1yA-$z-yn}7Mbw->meL$; zo?(RfY)(>q*juer!ga64Z9L1e5J$8IAGv9u>!u(5PSGG2X(tyew8`UJ2tpyREd2wX zp_oL`2);Zjx}MJbXI`ed%xnDKSD)v%8~4r!4Pfo2b(x3a)74y+1MwT^YQc4erv$m? z+zvQa!uLHeoI14x!P;bp)`U)#lmTk)%M}|rg`&rZTd%Fx0B$*fZ%hbS#|Z`ph1&-H z{)OZqguBq}hqn_ygsz1iYZ?U%q`6Rh((2B-qLiBUh|+0RvVQT_S?GM)SiikzSS;1o zCqY497iQWr-`p-_)uM>Z49Wr92 zEIXJ}BjLrq=nRJtU*`ik&(CwqLHxfbF-j16^jxR+ByD-lKy$dJf19)b7QP>>Q z2%nGJ@NJvhp>!yDygu`cN0a-T2{jS~KvCHQcr!V$5e9QLBVKf-x%X6E1?}K}*Y)q_ z`98t_1^l`WA|w;r^+P-_G>GqVXSiMuw2F`q7ms(12bXOHl$*ssrts~R?9EMDZ`?Y@ zE~@0-*OPGA%mlZ^>%c*$yz--_L@O%CV$X$2@1rRhs{0H|@htMkPv~ujsG}QgkLuzg zho>_LLEP)q-CEK!eSFXjwQlpsriZ^o5#5TgzC9YlP}V0WE0R?NYh8}rpK^-WdYSh` z=8P{e+OT}Z4}Y-M7^!F_DExRYNS<4m-|WnG& z@)UNd*wkK6Vj6K24|4(glNq7h3QXxwTWf6*I@EEsIu8a!1;rFJ&LCpG83==pn_dhx zvF2mhHdl|kS-85D4k^y>w26KRMj0HNjS=P+_W`XVOpF0EGFgzF;IrRL)JP}m`XqNe zWy%^=3AD{!uYy9u2wWV?eCrZLdTJ)fN z$jD)mehs{)>&+O?Cxd%Q!9oY6b zdEKW^`vbRi`y6V?weN>fx>eLEKIw3YQL)2m5}>Bk6--h)oM(W7Hf!|z_4C3`895JT z#lB8?L`ib#Sq>SJAtZojtPN|%7Nva8?Wv-&|G20)cD`l9aAriuKs^jzUA#zwFALt3 zGem~`)ol}oU6U1%oiiLkfnOK0gvE4mL5A#Yj^~LT{B0FI>+1Zo=1D#~?dos~_>Wp^ z`eh1jOAL{FtU9yDB{&w)vPXq8k{K5`L9 z-&ipdEf`(6Qm!9FN9`a#S>Ud$D;f82T29G;{@^OblglN5?wM=OE5WIhM~~e(TMi{p z6-iXMAU)G|etidlG!%BhXy^q^$yN=d-Isf}k@Ar>+&}_0400(Rc^9tJk<8 z$#|SxC~*}8%0G?<&F!={4K@I8g80fXyP0d91glyOw#!f4qD+NdX#GBKk4Xx>8(Jma zxidcPlLy_!qi^S0WojqZ_nJr^gQDm{oR(Z%Qm5xnMsucB>Pz%e5_bv;ksz*X=pHuU zv^oS*Y2O-oe-I6JOp(whek0!0AyW16EVpNKD8$0;XC9vv zCWTA49M?{T$LQ)~xLb8s!|c9B-0adTXD2>q3Gi}?iM!}Jag%t1sJ*XY(l^ad5A8(N zqum~q-F)hsJu7Rb8p~@Rli7o2~s#(BRhdA0UoFJ>;`6ujN*J`4U}B@ zZL=ekn(l0DTL=cVz=bf*l<`j#ozm%-!tNTU-ZQz#lzu^zGcfAnIMkqkv9pOXB(>A(FLN}lo`jPQ;ox%*yKu{@{on^B;9Wp! zkZ^7k_+y+6Zs3RMLj!o+Wf=~sNNCF5{_Eq%Sm>9?Yfqqx3C`Pa{5?$WT*@h|<8x(q za|*))`qCENR43I6=jL{A5l#o*#qEJ?VO>C~i3ER$!J7Ple`S>c$_rz$y;=!o<-?tY z;7yOFE!eag1+2iwvX9n2EyQZmpH4?$+9m^Wr#6-%EQDlic_l+gAmqPDNJrO7U}VYS zS?@p|<=1QNDzetW(t{!tUaK)M6M#GUCvNo`-!X-59|9{M_%kFQkLK864Au+{`+XHq0wp>!P~=O;An8LYu}034$Jls4>1rzx%%Q)_46r6Ee|3Y8;=OQg%q@yHE0CkMv0qQ+~R zq&DlSZAP?zxej73>grpe9&JJiQZ0hTYA40H7H{yiAe@Jd)OXLz5BO=^X6mz*{f7uC zBJ$;2oSH>39o2{22<4!IWW@T*(PB>hU}f)EW52l-qcw>tzZ?aLQ;GwT4U~B ztj}|Rnx`HtKpM;Dc_7wJ`0|Yz)dOAG4;K0iIQJ=0h+eL)ey%FpebW+C9f+tf#MUom z@Y!<;)xL?Us!y$ksDeB*&(a78w2p3d2#05HWkSTomVuE%ONt^<*9*Qs=~jX{Bj^Ol zAk3t!$0f6Z;N6x3UR*cLm&}(u70vJp7obq=v{q<-<#KbDuR*VB5^)Yx6;)ol#8ahB z=!_QHCFwuADx%kfEj;%p+H{FDG%PGKP_ZVf8&~t7$wR4lRA52#4q# zqWN}Ln8yC{F(m2s@+r;ks}x348tpmDr$*vmoi#{GlZ!HLRy6~5*+9sY1XW9d>(N?I z?0_ri^HbQgb3b4f)H1xFucJcp>VS;8sFHzJG@WeV*-}^so{Bx109pN!6`V|1tC0R3 zGW<TGp-bKHhVeISGb&G^ZT{D-&vj z6`fdpTVr9gidlBkx32@kiEetyOZSFp%&1Gm(kh;QDCAg5rOxE19qE_bQ^EaWRmDaG!tiGY>))ivApvq0QsJK$wE#4`W;YxAUT8%bYL zr}nb5RZ5B&k{G0=-puV=$-3JIwdnfSGxB`~{bWI<{&@v5mXao8=h5UrwdT9A;c)v9 z`RZ+bvuKX`G(_%}&Yl(3<|tYYCIXFI;Sm&vO#F{`cnXX>Pb_VUiD!>vUeK3P&yWEw zg~kiSIRVRF0R1d)|10--W7dx24x92)SoCOPfaN`5@?5@lXXC62niQzslM_EwsD)IFH*fsjP^HL1*!L#IR;a21RsWINbr28h71*Y0UtnxZ-9g0WZ9kP;)^M_7*R)xJK?T{-51?0nfd+Nlr_U4$3J1(pn14)EcS>ei(rGT( z;$!%-eRrSEGXt~bQ1v4+JdA+QE^To-$gy#Ewg{w26v7-eOrGJadFm_11r0CKYq9m0 zt)Hep`f`m-*+u|#Qn8N61>dNjhiV8>9ZyH7PO8E5(@|@Q^@w&a{M;F&2l}EVc*pPi z%Re%FxfR%c+y7VVqml`u-j37U?urB7wD)t*Qv;na+`VXPK z5*t{T5HCL}#!giZ8*bFXa#T8k`7)=Mi(Hl!l;;mB>I~q0=p4IE2~}cRq}uKu4r~e~ z$W-GHZ4563m8)j>6)>xF-`2~9rY5fHER25isb{VOW#7m%N4v2}WT7hvmf70vol6f@ z>L3>><@Uu5Jv$e_EpgM&=t`}uJ{lepfzEqn{$wCFHdjw10wY9~B`Z_pFUB8*p`zd* z4U?D@a8v4)!Ltcx|0Q;*mGQP^P0s)1rjWp2J!t`-mLBFqALULLRaQg$MoA6CGYXhm znmAM}iZZ64a0z$U6~?Er-K+M-ikyyf-r41y3o3ky?_RH9yL?-{#CKQRUTYs%95eXzGsC$o~5NsKO{iQakH2;7x{>SvsP! z(8nttMSp-PU_t32n24#7R%L~FaGCE7>MGghE`K!4E=)>an27C2?5WBf|EI#};vO*L zYWS6t&JmG^tftLyAX+#DgObje)D+T1jpK-)<5_+*CNX|LXq)+lh1SrBueUQ|Le*eY zG%v}&)k;+n2#c>P1dY-PHfXTw|B;_|!1H-mbXJo&|LW6%!+zHxIg^VCO_rMVhg#v7 z&rJn(D>6CTMq}Jh{>>bd|en(;4ZXis&~=pZ+Dydt`!oIxzL(r1g+lVRE0a5T{6fYrK;r*?A#QNqH|=~FVhP5uiv)jK3zGY+Oz@$Y` zDMgF*_`>#D&TwY%@2~A^Pje4C*Kl_}#$}P_UXFQUHes)^xRpM~$$AO{=tk43O)@|e zObw=njHaK=tnasD>cqM&^D=dqGJW<~!x7A?2GN3yr!lQwa%j4YRx{T6(C3!%dM!{= zSGd@qZhB~OB*G@)9QsQl^pMWSss+afNt{}Xf3Ug^Q{*vl?BR4I5H&dF+0SZhRAOwm zS7F@wvla|5)TrvUX2g@f>Emz3C7Y{*z#Zc&uMbN1s85ote_qy~;Uonb+!iJIIB*5c zU^=8JAGJU6JJB<@K$|r_EoCo3SY%LzwVty&@Dr|W@~|&dQiGFWH!|Zwn%bXc)6Sv3 zR6hn;M@B|?f#siI37_%S(EmKH!rw0-obiYQZua}{E_AhVd6f~0_B=3onj%2$nFCmA zIDn}0`oJ>AZN}yNk+YKwDHP&pBqDMlj(N-~B3DCSuspCcV;VG^3J1WkvPzoYBYY%! z8FW#W;nCE7Tyy`JeTNf^52YZYgQbIPh^vw&&FHYDv-9(c*MPuSuuXd`G{lh^W17Mu zYG%hvPn*I_{zz1b5bTIV3$)DY@s!ZC4p|b*N8kB}M($9r8=;n;Q~59{kP?q7&gCK3 zUwHMK7@(G}*(@bKJ;aQvG45I&4RDaRZ%GQ9L$dMzjQnEN+$yNTtn_tZ%W-lmT5BM< ziv@`-%p6A6X!gYx`6~pe&XUm_Vp?iJOGIKFchEz{MhCMZy?@p)))5G?k1}}$3!|z6 z@K);8f491FfBd)$6{^{YN+qUkpZQHhek8RtwZQDL`-`SbnsoD>_Rmsz-bW%yBKXg~}@8?(d2HINBM-@^C zv)fvcV@;wBZ6oGm zIXdTri!WeUF{8o1WkS{*2FMGbm)eaad8NK&7fG<|Y@#Hn?!?KEWp7dB>)dNyzZ0B8 zHF!X@se97AjITm>GV2Dvm+6k^Xmcf&;e==culU6mABmiom2|1+a%WWQwWNczX=sKg zx~L}byn5WM(D8|_PMng!Y~mJ> zJqnJi8Q)#frs?de#g&Hb-_hM^qqdg$8`Btd9LP=D+sEJU{0$O%?`Yz_TdPZY04bR= zk-4DZ&~sb9TchrtNd^->t38Y)sfT9mA!&B{E>B>po33W8zHsv45IjGYg$NJkEZaCs zS(`TY`WB!tyLN&vp76!_HUKTN4c!txRXjrJ*8WV$mcp{z0+@*xJ;$uSXjC%%2Dm!) zYQ0yiL;88fT0H`a{gcs`jAxCppz{&q7~+P()8|?tML8pv#Yze`)ds;CiVfV7els%V z$!b|hJXuwQIW+FAbt6)<$@pN+2R*FW&AyDn) z*UFMw8`Z%@IBaIAGG#>n*qay3PyZTa*=^mjR`#<91E_kgvkXLuwo?C z&5X7>(wXG}O~1uWqc(|eGP2d{;d3E`ifM^#7lbIH_oN_Sx=cC(T?~oN7yn53D$SuulL+vO3sp$8X!9L zUlb|0*8y@(=$|4Er%u9$QBayDjyl$Z0~#ayHvf7sJw zKjbGSr%TfMNFCC0p?bkJY(O7CO{5LSn;{_@hiH+0x=2AnV_@Ec!?PAJ0|Jj#!r3q5 zUKsJmwu!F^sXw9UP`sKN%H`fjc>g_1il|fa^Kc1@%)~Ormtk=NywXCQZEG2wKDC$C z1WWSAq78Ibun3725L#5A5lVuxa64=jj<1jeS6l3Hh^7~5)pNMU48E6oMjHS+~34mkxMTZ zQKGnuvGV$p_Efn_D0+SwbIO3}*BfnHPTg){QIY9dY70;b2ZQeniY0F%O>{FkkWz(* z#7X%)NeY_TsBfKk9*>Y6o{D6W<{>UYf!P-&>D{8;A}=mA*K2t@uel3F=PghBqa%TawW7#O0Ky z)4!g&MMnrY^))F^g6Ku_hP>ywfjxdc{jsAL(2g1ln$!Sxm#Wz-CD$;Obv^;jhj6Bq z92)O}TO9v7b0R<{)gQO*%5UM%+{ku?_zoOvBC<<8xbOkwb{;lqkdDg`--YEvL+3+&moR^MIfTVPWzGvK8NW zWpL}7ms4noeXlVvO}mtSv%54@x8;rafhwhTW#Or36-5T8?T$)l``pk#!;WeK(u zA1Q7Z#hjeMcR$U=H7xW`H0#DgaMU7512!t>))AQ=8A*af2F_#_GC1iGjf9Jm)zW-@ z37S!(Wr75~Vh@Y-c;nu`s7kF38p`G?aDr!6T7AL51!c&7@`cb%x=z2Tz~zdMiej&x zqi6~>`iya(v89=&;bh2*((HXwX<1wS5iS1orr8l~2B~#>6h!X5<+VAJ+CGN{&dO^n z{6EMv^*XIUwGQ+GF&WN2yKIJea8^)mD6p1%3hS>q!h$I#qG9i7u472MauWH=Uwc}D z_+|1oglf9g?waj+VFXW^j1)`c@g|GbyFP_1 zAazm`wK5e}|GWdKde{`xdxKM$KH8~XB8|J2K=b*tLwpM%4IgH(OS~gtB{SNar@Epa zrw{gKiXG*5e$F&zXlm`Xv<~@Ho3DGYZvV7G0_8G~6@_GN_R(!zypWbGnylLrYHRKw z4VFSXQ4UZOR9H<&j`g7+J6Lh_x?W*#w$5v2cV&7iHj(f|MoCBU zy@I+_oq{DxwZY4j7{UG-rjX8D+=!A{W%suc0MNvdl+O@dJLN`#Z9)7OttoA)a}p+d zG&)f%`qbfP4)&=c&LcPJOTfO{!*fg(0AJqx4m-enc2gQIU>V?UpdKwwmwo_eKIrpS zm#1VQ$!CbDFh6-saV=QRN7%&Ic}8KqkSryTi&AljVF&8*COM7ikofAI-ne6x=Z)-; zYAfh!UB%DySkNn+J6TrYN zO9{`BC*OakHZL=}_B<6l5|Vv*UogcKm+wK44abfzY{>I**FJq9uuZACzcS2dM^`~U zBTODg$Fbj#b1afX=T495w3nH&XEI$8SpO2_4h?hqU~o5&IaVX1l#v9rkIdh5|84~a z)k1pQLB%`?zGcqNWZ-^SiTj=~IIOkI{e3(<>_=w9D`gH$_9POSX(7* z-%uym1OFr`VA(H>W1rjj)|(waL@h;T(<+=xEdt^tHe^-A2YWYC5lV_LbIT3J$8?lI zTiiMFZ%+b?89Mh$*PA@7Wy$6dhGH39^6$&0=XIzPVgd~-5)gnD13cTvjqXe~Vomum zy=?=z`bgZ9mysK;Z|crtGfzQDU+Qyv?O!EmVN0c2*%q69i)C>EtL^iv0bIuT>12LX zgmWq|v&#}qM1NUlOLF52spotQ#`HS>3JbC=K1n=k7hLkz$$0Zd`JAmR@)~z6TLW47Tlqj@XB) zI@WimYAl(9;9I^T>GaC9>4+u9Xq6EEJjEI~c}W%{rZvGrr8hsp$M?f!EV-WDS0UHX z`Pwh{M)~}`y+BGL_7$^-g;+R6XRFTp7!&zD0*iWAAvd?-4w-1zvgb{?Mjt6(iYvu5-MpU^i%KFnh^Gx3q<0EGvM zFNGZ^966~}5A?;SvUC|ZU*BIJ9QNU(KsG8E z6J9@9*(u{@`k){+;)LcL_OGqhhu-u=lhnaw;BzEzyx^9auM{le`-ort*sw8-7uN4P zpy>$s4}ltE7!T}u0ge0pNFU~E?#UoUGzwNqPF1{iWZ^sv`UI6AU{QZ}vT{K%aa_TH zG}|nLu&leca(1ih)}xcyIu|o(L#JyxLX8P8u_fu>hULO8*H8f_K%Ex}J%5-;4>fNB zMk8PRbWY&`qka%3<}0gSi}F|D%KmjiJI#ASnV~cXp|wAPL_p5c3NYdC&>nky{7ol% z-vcV|+J9c|BPLydw|b0FN9k#W@jwoX$EW*IhT?V|@ScgmSI_sVSvh1`P=EtBn1T=* zPZI&AfTcdgJ|JjJY!zHlUMn%;GEMg>Kiz}xFknrJtn2{?6N61&hASmdYI;3k)^d&2 zT4af|Avf21+o_U^XIuqQo$HezOg&8ddL1a0R+XjSBgn2D^ci=r$_r)fr*uN^lUCEy z6%b^ox2USOq)+LblW0%wH&bTN+_Al#)>0zaZ-@mt&XEW?aQh7|y%}sIrkUf;7x%CT z%C6dL5{&06BE_DzgsM}nE{*-Evf?L`;w%{Z17)S85`$hg!4+-nHJbE3cb4jiqjVwj zQmUB`DMLDxdzr_?VER>qJk{K0E~{a1x;3&;_Kla)fOTJb%108hF;6I$pkDOP@hfB) zEd@PrQ3?5~Kov>Nie1n)SndESk{`A$Fm>G&`kVulp*#8D@_C;lx{1O_gsGN%6mSy5 z`Z@^b3a^oGis>k(%ib^r#_kgQVe%B5N^6mpwd}w_MIt*nr-?9-NT#TRGrJ=$oPR8= zqHdfuYC$J!C{*ND7YvBU0L^k7h_pXzK#lcwi*@tbwG5nOx*#c`Q0C6~zW)+?8aoEo z{1tsw5+P7V2Q@7H$xZz3+=k0mWTvZ95K64Ml~@9uWokqNX}86Iy=A@~kT{~#ZZ?D- zfH`_T#jes14tqqz_>3DH3pC5&VUyoZ>fc?Ih6=def5$RYln|NF{Mo=)i`L!gbc-Gj|MR0c1@275S_&X9Vg(=zwTRI!bPVE16`w zTcFyp;pJrsxNG-5v>eoCwdl1b(#~9KoFodS`}^DM04H4t00CsR>1(su@_!`PS)G?U z)kkDb((ym>jy4f9QF#Qpp!kP9bcmtTlI}QX{W-0E#S`|YK@5;f?bzsGTja42DZd!C zbB@ROl%dOX<=b|F&n(5>{atlbj)v^rqUs~u+Rc~I$A3{^#y%Twmf_G`e-cjA1td!8 ziTTVkY;BSbq&3_0i-b`Srn}4i}MIUU{ru zsFIi_94@EHM?3^DhN4^fg9FiVc)R?KnLGJ-r!tSU5wsw1kgT4v`dKq}u|bxntp+UZ z-^Sk*@zK;uE}eX91{-#D%w1AVPc_bPLB{gYC+^ka?VxwcF`%6ZM}Q$8QX5#3W$AD* z$f`~y+v|+vewwH)CVz&%Fi8Rj23Ji2y;+dIm-y+3Gzx*E)?KG4^!FOLWF-lD zCEUv2*z=w~0L4F?-QcF87b$$A5Txe2DUj~3)U=y^wR5*EnJ~@x+7(h>btX^_6|Q;x zm)=KXOO)?*%;``)`Ao^k4`4CzM_Gwov@5*??g^folz5D2f}nspNFljX+ax68C#s zH_h=$og1W#Q=xUuO&sh^jaNt>@!mUncd&gOZGSd^&yk}@=yHccEWOtkClTU+ce`XW z)2Mv;5syQqeMLvwlKY0|H>{|wth9%N4`70!`_1fl0v-0qr8 zlx1UfgiGl|zMOYJM3&$Q6zzeV6e?!+KM$LuVYoB_`$zT3m*BS(OHD%#gA`6<^*G(u zKyehF&aueZCLu2NRbi=T`uax~?m{r1CuSmNmG}(`P1ypZ7*xBSd7(7sn-2tqkVSN%t0?;wlqx8SxRW*=DLO%Is~)Aa z6#D}R;F3fWrLARcUiTI$wjZUUF@%O6FTybOLfzT;Nb&wqx6SztP`l1$D#$Xs`@b7= z6r(YEi*KFn=Fw%0^XDRWNba7j;<@nEdlz+t$;s8jvVh*(+0^<$yVN6aF#TzN-ZcAX zZRdoX&@C<(gM7tE;_9rS!O`3z^DK~xp(#$%x^p$}*c;jEC)M6%*G#72&%O|@QqK_& z`G}%~3#!wTv2RTgVdQ1=O*^kANlL>9=b87^n`2Z)by8ilN=2>5^}SAs+^p1KM?(t4 zbndB!@=KuCctAtGLHIqS0|&=ZyR|wGlwbHD)RYawT-2=1gdEmnwK1zCbU&hxzv{+_ z9+vM;uKydcN1;-`<5TU%NDt)*PuKHx;`83zeT-Z8P8s(|r~92g{GQeeYL*?AVKKc9 zy!vilbQNKcpkZmm#6+}9zv#V*d&F^h9pzp?l-be6^GI2gRA_=9=8`*vTrg&wyl?B$ z*9!fvew!>-BM00_Z=tu9JDVmpQ>l@7n7@8CY@zH zv(Z<2NumF0Og1iW4WJnSMi_Cw8d`TJ?Gw}7Atx#CX_3qQ#KaJsg))F#2pPJ!bxjPD z`5_6W$C=Dftr-nbSa)WDRBMdx?xj8)EBJ-QS!zt<8FwEZVug+=yMKJe2DDbd#QO|A_c_*^9)LwNoEhdG+iufYDb3 z3_s1hbyo&zV6J)fUJB8xpii$vH+f0ZmfZN#Y7AkH4a$wP&F;or0+^DSedt@54Uj)w ztj8aohMw()I43cR^P_E~X%em0v5vS;$?^kHK(4Jh3D;N#y*bup13! z+*sES6=`qe<4iG5o9(0jSi0w;cGhx4*(@cIC{a0|s-i1;{zuBJXm^PG)mS+X^4veW zsYp>y#e=<9IA+^{S@BT}Z++Q`37(i$cGid&a6kdGaV%@(*14(hHM%<7pG76VkTX+G z5}jWXbJq0n{x{d#q~>{u&|DQJyow72JLC0i7{fzHJZgrQ#G<-eVRRnW@x>^|-9>PE z*DE?^z++{4_AeSQZ9u_UZZx`^D4o%>n}XNs^38@&pH|vr$ma_$|jFB zg#yr7;2MNa2(eIt{3`ceqfu!`0hsAWZo7W-y2+LPEY(9_4?y(}810KtNO)pbUapscu<$3H%bkc-U)*SK zcDNe|r(L84Yl3{08u<7$HvrR?WsMIADp{KX2aj_TJFdx0bHG=cDgsB0&Ss;9yOw_h zl*A<}xff{JmSt{MdYA$8bJAAutlevmXUr-d>QUaS`7=R{j7-4Q2&7^-C2&;pX? zBO>PqSZLDpBTLWZ0~>_durVA{Js!9lXi|ST+n}+B&o$S`Y!l$fH;j_(rK=;0BwT2k zJuB1?SewQJx_@eQ&^n|l|NFvd>p4*;=0?ik^>uE@^q&kjAFHd>!=~w(X=wf=0H{8f z=3k+wy{@?%^h!uJQShzgjvpbYRoY(i;yg`P+Zpi7wUnW3gT`$Hd60XNFPQ0IeizLiYgh=#Ay8L(7-p8k@V;GBGAa*{68( z5hPeKMi6nX9&Z`d!X?O;Ch7?f2_3(xTC{3aP>#LRQsey7daQpjQUmTTCqtR8vkLXr zB;{rDl;d_j(^ja)>cL;8l@1fm>W1)b(g_kxi^D^Q0DV|=dnpstMM0UFca=9m_R?E8ok#vbg2Sk z$6`QPP=%OU8yf85`cxM5mVGqhsGU~LS-UQ{mb2Vn_c20QFld}PCqw-{QVK|%*>@lN z{I$pf!B`nLX910KNHnn}bW8aXK?Rq02hx`UTk%Od=N<%iU;}+qs-lwH$3wGfsxbk| zK%&S2E`QciMq5MSwUsCj;o>U?`Znsl7M-{H%iz=QczTY*!l9Vf?cBqDY*r+4VH&mN z2u@gZ)1ZC8JnKC~2B*2_z57Zq;{pxULP2WI5h7hdA-FQ;bQV;+OwOAXE9}UtXsTpV zqFM(nqb$rQH^E6w5s3;=v%IfBq{8?eqxH02ON8rv?$gk{wS#tyJ1%@9ZT3Dk^Kzit zXjtJ770Pw%oF5JFJF2Xd%$*;_L(U#(xTkhq464n5J}nRK6#uf6RuD%`Fp|)%G;84N zooG%&V*8=lqbVtaH;k93au=PB@+rc}&x=|SXhp=M`sOWc1@%}A2{GPm51n7`CR|0U zp?UPT6ec%QeP1V5${FK;Y@diDtj@TuXi&qtfR}1|Y3>aZBJ8|>;VAyfXW;b$k9>mO z`E#o7W17jlIv*KOZvyS8Ek-Bgc*_mlEl| z+FTw3WQ&PeqA8x0z@NzN-K|}Lp&I2t0bxcL!TykADQ3F;?VkeJH{xlOHPs-Pv4K`c zi1V}06LG(s^17jC=LWS@147ys{1YE>Pu>^d4U6=_`9n1Adv6R=1E2;T=|NIMz_!c#iKIKz_<4Y?kF{jZusc}$w;QLw17py(&KrHz6349~ot11N<04$&y~q%IkDc6Zi( z&c*?e-rcQbQL^&j&?{aTbS>qJrnK{d)$!TZLR^USP0Uzw6X{(ycKK>54w|A(v7r9< zPUG|%yHj}UZ~JPs7sIN>w;J$PwzZ9FQE?D47~_ofU}&DKk@{3R@ALS545$smvLuWA z@ZXAD$7)A?2Pdab_$EMuOx95<9U=JmTZJ)DO%5fU=ytEz8}z+ zKwa7IcxgHZJwD<_X5e6oDSL=N#IA@561+j% zK}f_RT#r#F-|HnS$DLL;Wp90+%q{I(cth`0K8NYM?SeXG3=_Qa> zHr&#@$Vr4}o2avAuQfmX;b=cfs!aF)OR{f=gqBg%3TXO+t~EdTLga@}7N{Q$2d73u zrJ2hsWw|m)59vDx2^-n&EbVl>8AmeLE8EXZ%!^y7VwTde$b4WIVY?i`Fl#OosuYpsVG^ZMp1rfK$jFL zNr;)(=?81Xfc0Ppig%qg@YEDiqWo6ZOz|ig5=BVKiJE+Mzur^)L|x<*CZ@TIIy46H znV~%=135R5aKdi=@;gAail$Zk$jg34-H*tVyWzHCFU1E^f`x}8H0ciJ=&M~#S} z^V=Ub*aqYc7SSM38zlrTKLY)8@|M!LV@X=17@B;H#bNTS3-BQ{0RFX0Qf}n0YuV4v zWq-N}<W-+m>USc{rU`#!MIgdQGI&7K7;-OzjIwSDn*{mwBdScFb6>xtmmwAf zQ@#{Vt7a=d)%xq$LTBVguyU*cL2lsKv@boWGMap`M(r@2XZct{=c3*r;_OpA0~@Nu zuxV8wZu1hBg)W|>U-L;!Nc+|R4F=-e;wp7nZ5y`Pqh#a{M6;l%l}U8f2I0AG%q`G) zb?N#N6$6%562Wds_R0Ar&?vXm_s|MM%MRmYF|O3u_*I6ro-H!~b6Kt`-`FS^bzM)* z)iHofNUCDwN<;qJ+ar3kK3a>Q;A0@lJbCCG`;&xPijCpaYB=`@kH5h<;K!$K9Syfu z3h>>X>;n4X4Qe;dePL$*Ug6FtLW^sTaNiC`6o-i=Nb_w#r`k7Elcc|Jr}x`9eY%3E zc{Ttt#ejyhgmt(U3#CRgcVuRIoJnzLokttt$)b;I5Tp3GMQO1N75kq+iiGfSiYL;G zr1EV@7$=JTHONB`m+RgHC{=Km3`w^#F&GW7eZ>hZS=$06z@Y|7vDZUMtt1iBAb<3@ z8&7b3Z`Q{Y_`kL4VN^@RQ17f~UudY7nSZi!vgkA>?pD7?j3Wv}JfMCDcqMq8<$GCm zx_v>W!T_OV6zz(_&$9>|ZH1dm(c5V;J{7$}u#-p`BGH^O_WEg@RI3n*Y)!`dL#(bg z>DZOAWn6u^&^MV?^8u6RUvy<~kw)bDH@}b!_XJ8s<;r6RW{# zh&z_;6NlP_GVj%PD%|m1lk4iAwzRsP88!sjX!4##@Bxx++0U39rDxE_#wzPzU24AV z@jw7m4(`{pah%Xm?G`5Bezm-uR=0PVWV4Ge-^#kNWQfgjAwHLI&!kD z_-$8MJCdZriQP$^4lGSQxXkr7({l0t8iw0(pCy%OZN$PjHSRhj=55D74$_BRD`>2} z;q>nN=-Ix6d;>}Tv$tcv_|Y1hGGJV`ffF%1aESrNo>bZlsdFlS;;F$)m&*ZPSr0z8 zxss+N1^HGlv*ThD7DGB|B5Ubf!xA?C&6v<1e1qH0NjP9Xvq=NPfW1J&7^tWCOc<{Cww9~Y zS~6jypDD1j5m2R8#s^*eb4u2RJ$6&cUceU5Nx$Dym@yGBn9uj*Z-R~%sc5{qC(G#k z@dT&HKBg>-Jo~tmdxOAoYV-_{<}ht13mo0>3(<|=NR z!!{K51_b8YUHv_iX1ktb&bnmWPN34FEWHGtBL{#XXMZcN@E+c)l+>>A3t6nsg?NkfV|kmt z5yHUJ7GP}f*XE|_ma)d#-rIezphxLa*da6z5Clo1sM>750kKcxxflB3NA4Jf;}_jW zrtDs}5fM79I>B1ZOd%oEqY_oU%Vm8ta#&C@7~u5zjM@})1mMeGD;~F;Z93bTq3mUW zJkM5KV)ReJwla#{LfOG9w4qY8UymwK`XN;xuR^!-#Qen34`uDBCUMW&9L}IcYz7v* zqX8KpN`a5JJ9APik#%t>pOAOOvpKP_yzAez1GR^y#1_H<5L=TV%5Ke(M zD|Wv=Yc@D%#IGv!X zl>!#g%zkmQ@<&~2aVFXi$m^9+o=P7KZHj1~02R%bo2{W`^{Q4v<202WeY!FJO?I$&@l})ay@itTZTYtYy@0M9 z6!E%;jr{sK_lc+O!y!SkylYYK4I19D8xgA#9ATINsN$Y0IBu~`&-g>~%B~CAdL{F2 zRDZUZ!?Ku9TO>sWp|lTao})ou&R@CHdK0;l8{s>gRA2Eq16}6MX?gOiDIJ1S)Mlug5ZC8a2^&2bCRmeWK$&Fm5Hox)Rsh2uU@?c2x@2}(`sQ>T} zguViYN5!#PitaIh!&SqY$a6j6fhBerl!4=H*7?nq6wo70ek`XoXQKc6don}=E!4Hh zsMtjd_f+U87k_YF4#0^nL16%)ViKLk(=N%(%!1|0Fee2IJBHGnRE)9zLH2g!7FSY= z>MzSJHkI+_TCGY$Gu;6s9{fSIdW;ICMM;a2US(Nn4kDp9S#V4c=+RLcC(+U#nDyN@ zDYGX?(I?}!MX=L6*R!P-g~Ae^{$Hj=Nf93)08w8D3=Gr!qxf(`sEm_gAb}Ql)QPq~c8%xl{Qr(2*N{33M7yp_(JRi<0)@uAJ0Ws*na zo5JBP2<~wO1|lKjiY)Rbb$&I{_U!{W91^`960?_bit77&5Xry<3-sLc9ZqL*x6Wr; z2jI-m8nz6MAy&M=;7)E_!KNSISXSqcPcc*ZM#w32I(sTRD{|h^!*WXh4ne`NXjJXw zp*Rx**+ zooUEo%_O+t{AmnW+feT}TdvCqY8j^ju+#)_c9vIZqjfSkDzbRTrWrOq5isJvygo1#t3hr1jYBZp7s9ZQANK1bq8cDhnDw-3hD{AtLi4h& ziZC=?#7-IYp^6sW+XKFrF${5_JOim+PnG`QSYObm;$tRX7Mb0srF<`$BcR6umYSQY z4t-Bx;~|QjA?o&lejd<3H5>evYC{8uG(eU#V5A(V7;-pk#zFDs`{H58Pl;I+sVxXh zfe}~xRGx|K=tgjB$fmdCNwGdejW%k+OAL`>u4#Ud$rBN{U_%Fg5NX5c03N5Dk>#;{ zgEX62!}0aQr5aa*v|lRYv+Lff*dl;`r?GmWJ?R>CVNG@yK)6zZe0GMnuw~J?4+OcX z`Wf+s7Gn}2u~c&T>jjeIqk&}7x6)drNWb;ULJG#aw+iVva}S#MX?ho=HYK@dsL?JZ zx494fG8oGk>lu}We+32g;Zd9}1#}(Fi=$a*4{>N>2deU=ZB278smYzVwiP>%dQkV= z`rq^?qI2u)fh(hd;N0!-ikS_J)8T3-P^S`=rb)SQRwgJ5Ms zw#a?so~Qz!ktOpi4{vC79(zpOo8L^(cb32LpH(yCsbNcV0ryLQCa3Y5DxQ2a7y6&) z<@DCYqV0(D11x6^J4H48L@-qM7*Yc|$8%ur&pzV#Gy=FaYsuI^fCSrrMJ|QE`h&sp zHO^MZj;8JzG2q)Ac3H;N`8-{5cxvW4LW7vMv1ceaN+GWAz%l|2PBysbgSKU@@0$y| zQbCRmwj#05A80TI-V-dqDN!Z89=W-n>sGkuHUDF>TEPfBj2gyh5s3ctHbAF^*LiQjsKJY`5YjP{Cmxlx=OiPC=s)W=$$ln5KgS7rT zUpn6GPw~r#aS{1Vdq2jcsZ3!RkL7b_CE%{RFB%5YVuCX>D7VqEPE>^wXlc zPA5N;GGRFlRuW5Uw=UVc`D}CRpDu@fK2ghz!jC_H?)}XylCAFne>x+>s8PcS z&CS}+OxR4(ze2<-wdVOd5c*b$+u<)Iip2yE5!~=s50fnN*|7@hu!ghEe{aVI(zt?h4n&xzT;=3J z>$@YbLnb9Wy4hQdj~a4GB&3R_+X!bBx#ZJc$T!+af$bv)m9HM*vOJ2-DcS1Sb#D?r z+**XwHD2G#56XL#zSt=}`f4ABB5oX&h)DtM=sYI)CZnKW(9xnHSZTRM_TQ1uzPkcE_hSTum;~b%j9*}W)aQ#Z;^1eZX~3e5F~C_e zpHBfmR$44GHrH$ntd#X5Fbjmi_I;}}h|mW%j1Iaj1dCeN%y9`E??~K@PwHnCXimJA zWNw7U@T#7tpfzMtyK6Dahtv_WJF<)&!pW6EnhdJSX|uxPz7M#LXl3Fm>0d31m_!w; zv}ML5&_!(A+6;My&nj?Id(@IFNb18MX7599uQI>{efI?NB0|BB>>In!0e?R^ui19* zkcRSyWoT;MJ_iLD;S*?(MDb3p{)QOezFy2V|0Dc4s-9w(1?A8P=neBd$?0QmZK|e; zjb+3y>qQwLzQbIr4HJo8W!++z)%3nXF-nK39SC}OI-@1~@SEcob%y%8F2VC7;-%T# zZA0cwD>-k{K3eM>d&g;7d!l+i{hR5B`kzb!>gKfN?`eyt78M8f$O?2()K?l@W4?k8 z)lXIHCK)FRb_p|Rm5G~dKSsO#_d7asP9BfC2+i^*x8!3TGHzQbQ33bKuf4Z@>WEtt z->*X8T0!QddOa~ITpgD;_{rifx0$%QQ*31TC;GQ5*hqfqa%KT4Iofc)(uYWuLmmPe zJIgVfn=@p#bobyEppD;j3vM++CnMa#Xl0);sq2Fu;KK=6;JQaH)%VKxqW`E#qiJQ^b_%P?{wcu~RvzfA^J%@Ug z3oA+3315N`9oigF1%6CSd(#L2h~C1~*3tH*Hs~!o2Y2(X2I1=eSVH*s>9TKYubcf= z`V#RLnLG{#+*T1MkN&d~V`Kw8F46sj4IWb#1X;-xZXUkc#(6+l2;?hH7ByIp$OxvU zNi%YF$jnZ=9sVY33CC1xPF@nM6Mi7>xZlsj)7EiuiR*fZNRSSlvBpnk7UDQzvxq)G zZn$XdTK3V4Y{}UY=Tos8(ZO`)t;03pRnO0m3X1~K8Pr$Yrh%YTrTl&*3qA|FlGzF> zQ~URsrew@|ZCv`Ld2sQ>zi5QJ`2WTZaWecL*dYZ+J7X84fAk;0N_rIwXKRyxS7jGNOA{mKeylng7J# zKT-KlO#Ty%|3rs@VH?;|KByX|CNmY6TAP!h>~8~#KX=-B@EV*Tr2qCp^I;c7zgZ&r+y1XlJ2&gM=g1_ZAEt0Nm7GaWPKe^jRb#eQP? zKc0b#hrI~_y}Y5Nva<~oy&M4t<9|#iM<-_jHkSW~_{7Y_$ofBlPyauNPuE(PPMd5< zzcsx;_=la0_h4gLGG-5Dn{wA=E{S9o7wrY4BZkBgP?Dq$zaO8p0*ZxS6N9HS(_3pm z_iMUW&}*O);~#KqFl8IiC;-nRj5+&|j4;7cDVUi4C2$e|)Ba{Kp~0qNjKqwP3ejr* z;%TntUj70YN&684P^L8gG<(&r#Lyh2b6}B;c$Pp=Wc32~dW_-bN)YD^s*zwNY#IJS zf?SKSf_Z8b{rQU2RXCh7g#G*~R)To}!AS%+thsW`Wg8w8qk~vTj~^(yd)%mJ10>~! zl;^X>G|gPt9?m8TfeY>>bwT==F~UPKiktOQ0-O^J>B2(oG>>3nD>Tvt_!_*>-hXo> z`5pUa_5XxZg%HpgU=tD+q^L*|^2_{#t43Hz03&~-4H#NROYP6eKyC}SQv#MQL@z{B zZA9Pfntfp&@~g~JkKi}5WBs^Ky$P=8*4_3D-i7n?|3Qo9pPr3G^i!eTFq~(T;R3?B zKP)U)du}ryD;1hmWTboyTPA-I%O5l=QgUGe3cyMyaRl(H(@@EO1dEkt1~WzrAGj}< z5ys3Pza10~9UV9C)68c%fUopaS~5^_81OsdzZW+bkR=~FZZolC$`Ux`VvY#wDRPLI z*;5!Go6#2F)y`?jAA_G9=Kk6H`4-6I$7nTa-kW`kI?OwBv)gEyJo%H|dVKUHtjI3f zP_FunIeXcHGaDI7|7fB}zUa!g2|V~`w2_Gn(O%j_C6E+K-Z3JCdmdT(ce34fqf0i@ z^+TO0_u=r{qetVIS%qvk%y7i)*dk~3^ozv~N-q1c%VMH&ILX9GJ8+C;eyub)DPr^= zIXSP#ZzG&kM&U zNgqE-kP@)|=sK$2a#GVN1V>ieuaksHHKKo{;?6l2C`39s-pwi=bL$FCq~5|1HsT;j zM!`DRe0@8Ti5ku9`U%Z=p3EV<(F!~XtfAPAN=mt_7nD=Qxl#}A8maUu2TBQjl2(vS z@n-pQ7jYF)*GEWm!jLs9M+Y!u3&`P<45BTk7ZL&+^y>kPBFQ9T))rtvhy;l6+mqth z<{$w9E*}nI6m$3oSPD=S{V5^0+yzKLv*`SS@W$Dt$dD@3BK|=B((k#l<52$9>{7rmsV!=St*Yp)=;sG0^&$b!t_Bogmd!X0B_N3^`IMQjqTA z?!E2evBDpEnJMKICrBhOV>GG)=GX^1$>lW32DBmz^`r)=k>%{Pq(EUhj1o$8voBo- zU#;WkquuGIip~3q?ihybcM+})4{yT(3l%b@AG`JZwBbvU^%xo?X?*dsPF?avqP(p@ z3MFzd@^w9wkkSReN(z+ft5Z-T?r5J3nX{5TG6s6&f^S*<39YJT>;je+iR`}G@S-&F z@!5#FKbVp++c8CAe#e+PKHA<(b4&-dA>xt-0|^_4(PpfUYWJx3_f^)Vm5X(Mc+*ky zG6xOyXdSO~Y;w||ue3iOEgK4%UA56c^G;>8mv~;TU*~%US?8G4^zUIX~0sp zbTed?*AQFLC-RmYXv)*bFs#RSho*OWHNV*@O=5TOcUXr+FPb1Q2HbWIG;=lyqxQ>ryqJ|_gCg^zZ4NgdZh;cY6SOo1f1aV?9qQAt{2M!i z;tGLFSeS91yIBLz$I?7ESd6I zL2FdW9>(v?IyyVWWWc`_W`cG8N3b9RLJNW_m52v|1Qza887SJN2n`^PN(z#QLqA(% zLO(S&O2Jc5uOp$oa+np9V1?JJdvniPH;1WqMkpB93)~giid#(E*`1dr23y_{8+$@O zV_IVgY59(r9P+@&qWrkzie`RuhbT&=-X>gL-c7$w(I1p;g{_TH7SXIoE^sDXeS-BI z6=Q|w?U93jF^hf|xaiJaW3*U=YDqaK!Cm7m_okOI0MeeNzG%>@YGh%5uJwd#L(In7 zs9`$Yp@?=P(ctbbxj$*&qh}G|*;OmNI|Gh7+LP&;I~>;fUvNfEhQh8uNPSs>2K@23 z8l3$5)nOs#>TyH$Mf&bf;wTe(a!(%tam|(>J*vVQOecp2x;jf>cJpJ5$zr~xc zi`QN5SO0s#I<%^j=kE{Qze~~<$Y<5{)wz@{t&?-I?{AL#ObV^O|5pHc%S+kDYk%^80#jJN*${qE@LARqA=mOZMd2ht0LFfAsv%`o`SN`WxS_XWuXL=O1%U zb%^dNY2R$s+t-CI2DIn%-Z{3ZY{#>=31_vJ?z^+;{^7RsKe_+izR+Y48`&TJdHd!^ zmtD2@EjPcOvWx%dg^HA2krz!4)^%U~GiBYPb9rV@542p2XtsSCR4h`uHFsi2+?EsH zy9-T$1@wiWpWkvDHD7Le)_ZFbU-WC!dxxgHnIrZxz9d}bYBu}3%DWw1EwyiFd$4Su z`!?ui^;Gtki@U6I%d$GP6cU^HJlP$kJ8oTMD2P7t;GBnaK3^KgG$*}_`aDmbh>IJ4 zd%j^_|AVVrK5q^w)t>$5k?JOvf3s5Sv<3F?rrqyldf$BZR<88inrXI6%I?l9EGl&U zS{|WOa;RGVnXllw?sYs%n_E5P1zV%HH*d;|DyoerJ;MKao#M)`o91k}+_ul2YeBZ# zOXkJi*MFAA#EKp$+u>Ed)97Ys%*^NquV(!)O3@MB-Q#JV;FBvMy#2t9tFs^T#lLEj zTz_Hu>3?apFB=c7*cvwD*26RLo3bzF7CT=*t9{GG?a%X~OKalw%FQ2tbSq8YY7@D2 zbCKhUM$unRx;}1mzVv#8ew&fnz4!9ZcX6}qu5fRCcj#8>Cfl{${9g+1n5`GQ{AI?g zpfm9=_FdcQZSYj;avJj))8&bN+S{k>ex~4cMewc4t#Id0W^YgKX8dV-)Z<=E%9&eo z!SP*^E}Q-d`CLuz@^rJ~Q})0meJ@0nW`4cR{41t-cFihwk*C`x9eFCEsoxlU zw>qZx`~0nyci&yyzUE2P_h|+8yPT)jtzP@>#q7(z(eE#sFIl*^_PyTbxpogUC2Ob3 zPy4*-?#vSDPbt%PzLhRmTBb4E_Sdem8^9CQyKf}UzrA>Ua(iuE|Gp`_wYhax+>ch3 zOh5bfW%UkjpJR+CGWAZ}473&d<*IQ zLnkr8pU$y2WM8L0$E)8;R?})3dRbCK(V0w{1OEVOJMIQ2&6nM zUjf{m1#w&yqHUZ_3=NH)EnS_A3|-wUEggZ##mUXp&B(;e$i>jr!cKv(5}+-R%XopE zISWXSi-<0l>_u0<7Ds`Gi?1BnBqi?L1%j_8Ydj(fr1BhgFi0PYjM&^z`TyC|=#o`I zFFQK+$GGSP{i@)cI>A};RA8gmlfc$2lf|rSGkgS(=6LaD1s;%l70@3mlO)fsv53(< z!`a&ELT8=H(i8tvtan}LmHV=Yzggm#LsybwwM~m)Orl8gjw2Ro1&y9Q4`nXTI4GHB z*dBZ)nNdCBh}pCaJ+f;OM6)%$+E;xQ@z0OUUGn4KsVw8A$FHy1R?w4u=Yd%Hj^oZ= q@Aoe~|GTEIp7FBy7tA;-E=epZsVD-*lA)oQg_$9js;aBM8y5gYP}~Rr literal 116014 zcma&MLv$uy@GTnKR>!t&+qP}n?%3(rw)4fdI<`ADzWDv_eeaI`gLi9CtIk<_a%!;8 z-nEKCSzMBVg^>e}Vqtl79gc;Sn3>qg)E17PAC5`h!qLjznwXV^hm-h!2ON{6jlH{t zD>0L#y@|VpxP_UMxdoh{Ae@`KtA&XJocHFej$GZ;^$LhVwv?sb5K1&!6;`mK@w?b)UfAA`p27;oNDL$P!~vSjhA=)-Qptv%u2=g|PyX@ zW1ujipj^p>^9UxuAVi-RuSIwDd=JQ&z_`~^R$0EYcP{H3*}wA8bEmdm zojx$Ro0dB9mN0Xjkof@0P~&>TLUj$=MnR2W)MK^fp^T6B14O-IGb|J zY^&Z4^~dRkUb(%iTeS1KB4Az(MnHYPV_*2RwZ4m%Ac1_Dr9HV({?}`J!E``sDwrF! z;U4xI2K-l-msszE!LkJu3e3@K!0HPvbaK&*E}klDCNMVnAI@7i>HIiOXhyR=`wdd* zvq(t=?w!=$eoLX%nmU^1h1Z##0|IWF3Gnlk7Iy4B9QlS&cV${dsL+mB4!?J^C@>_X zd?H662QgJ)Rkt@@meG_1K_{*718!xihie@YX1h%x!m0Ykcl{bBHQtcp7={fPUvo*5 zx!QX1A;Z@*u`Ym9LMJ^P`^YQtQ;nXYoaEMbZy7On9(P(A$Js z4~E>Dich2s*|%fIXzo3ug8mds?0yaSlBt0QNTO@ma;-9VnM?5=S%_JqmEIDw`wAI{ zN+8$X6;22hczxMg?B@i@#*7pYtDk!?Y_I+s120takyBICBC^oTFmVU z(4X97M!;#W5YCbhmQn81@Dw5hF}alg{TC5i#=t=S+;64zshpV(N!dJ+3I;@MEA$=N zfBaA6GYu5FwdddJy5dcQ{wYyLRw>}bQc~rSS9aY8e*1!7Ex6-pZ5Rx{63=V=Trrv4 z0#0Xl7x2qepAsYusF+kv4;7>jnpW0TjfSRMALKOAe8zLH!BsBK24%xR?DTN z`!^qENEPxL#;?TlSKJ|-@K=HxEJ~>j>rEh9kew#zWa#)n=d|!r%FlI5LhA8A9Pw>5 z0jLSi%2fxXb|!uC^TU5mx;h-aSA8t5@E)iSmC~IC7kC=V-+%Im5xKOfEEoCp_#NOW zB!SjGQ>h!&8z0eKydE%c3Z;6A*Yhx{(((*rN(&{pm*_bGBofV1O5{{FRs0f%!Msfg{6KAyp4)!CwQ36#m853*EjUfI7pnq-|U9{)wY~ho1I~?ljZ(u6$VN{9gOxAXKa7B z-xFHBLC@-VW+H)>D}MB)*uDy%3STSZMo!xmc z$m6e`r|+Tkjjrp5xYXD}Gw{HT;LQ*n#afwf0s!LZM#W6HD|G|?No*o0q=3Wq2Xne9 zW7ZJ@i44-Z(P=ThjpBN>H=`m4ztDLK|Cs9RuDeSe(gQy0_liFP$u3@?pO1cvGRC}J zn!Salw#8n4zwH5G=_?Rf_+nni54jbZ-&ebPGE5Yw{BWeiX?cCvn!H(|EW17eKk7mE zM#YuRuIiD^gBz`AqxH)QvAp`xwQ(X>zbGK^YTOde_xx+2K&c_Jo$xYBb&w)o4MytlmChg;9dg<8vZ_ZL}cAoZQcvYA; z1uS`$q))SXMUuzCc)(ViltX)0|6xej+9S4e1{=jTb0S1^ltlo1k-#L1+{|#{xzwAm z7PgKZ;Q1FZ=F&~>kMJ6L%Q}28#5jHQ+1{@pO7QKQAik&wF*plH^Z!qt{8#-iX~WL) zKQ#^uD;MkkwZ_qwb2{Qg>HE++)5O(g@sIW;h%E-?ln8^`v5dzWwM1?e-`bo=k&}_x zG1@DV-bf+!J5W%5N}?u>dIX;498j<8@U6euL|#AovH-g8v(Zbq3qxA8c}P6ChhbV4 zbV}!_UM&fs9o5J^G_h7b9}hiW0$D!nB=@;JqtVqc+zy@5NM*&SHs%Ba#uVZFI*=qy z2zck~j#puwgPjS6_qrZkUUFCzO7hPYu}`T%xO5-;&E+VTzb}S!CF`Z1Zl#(s+?ZlN z*T0e`%@y^%EoQu?(*s$#X#NpSl<7_(SABdtHSL@%*?WpAtW?K{T>ygY#T_(THY;V@ zVi(e_NXKwcWyerIT-<#|0x^n`oYC*wDofjaJ;3>-RHlT6^kYwRl`2?aY0_*%j^+oJ#6xo3fB+GY)w$< zX4I_l3laT;v+U_t6lIb%@o5!Un)gn)KT-K1ox3Vg8B$=ud?kE9BE5nZ4}{>+V$XH#9S9WXdwB2DPDrvNAzD< zXp;M+T8_TsJWl6A;jpY)faw2A1MDds#|m>rPli<3?z9?*;Acn@q)Zl}8HtqYn!ja9 z?`&Sin0G3#dUSEX4`OTzSHhBd$Owo~I|sPg2Sa6MsQr>uJJ)$(MN&xVlu~q=rTIyE zqEQU_G+*LNX@mY~#nYUtY>Trw`LSw^MWuWqucP!6Jc4lXe`6T;A0H99Mw}kth4iAg z@s#D#J}g&AVQ3*>B(W4BG?>Fnf@z}Wq`GxSF2BiC9b{X=HcFl_aA2&viG{`#5ps-` z#zA=IR}LMwTECN@m`FYzGunL3^!!E=PJnq}xkd7&bQ01%wLs2dsbUBHm{r0c-P3xJ zkeO#yItR8cFvqYobpGKgeNcuErZA*KF_TpyZ^56fxqh8MX-=dE9{-oXDD6dy57jr6WgCk9J#LPLNrp2cjTVI zacwWWO~x1)buz-;7$Uaf9ET|ZyLAB)k5Qc$glw13K+f!ncQ$F-DE#A$bsk-O)+YQ< z$2GQ`fJM*|aU70urgS5Ug8^Afavjp<;sL@dAlRpjr-A%Q0{wczglQ-mYWbd8N`*lG zVN%Q`x|rEFRf!M{IvTX*XRm;tJo0Y;#rOArH)GL|gB=KV>9w>IGxMX>{B!mszstS) zTr2@xh3i;VZHh|dr(sa-d+`{b@An345KDtStg9p!y6fHTp?qJ2e@f9iE-Lx!Mn$vO zWhcMg9l;lpg3+Asp0veqnBPnZ6MyW43kkWK2>R&K+1X%Q|1_(_`2Q|4=N>@xojpwI z76U1?&B+OR<~0z|7mSS?Yh=! zLu=EwYQ|GUL5f&KF+Nj{Bb&JvvN#ila(!oVc(d63pFGOJ{Xcn>m52TRrBUMlf3KLQ zGOakwjMDRu&c8MJaC4VGF_;?6rJB^GkU+kfBxAGGRUb4+DXt{tW&LmccnjZA6LEof z(zvw#GJsaME;TN#XGUGJIs*eX(??PjMPFF4IAYrdjsMHlloZk0EZYxkR3 ze=}Gm2a*l~2u253^QQ5{yeNGRYj$t~zL-|hCjKL88fQgB7XV9&r{$8Vlq8uldJ8Y0dCA*7g-SPBnH*H+*bjtEKmeMb zMi>DGY_lI34;*0!gjHAy+=5Gw7(94rpDC%s#krJ)-PxN6DpY<}M0n~Ig#=%Z%g;@X zZCuEWd2!)0`&_A&m_c}HU}9-(ba08l7=#r{dTD9_%-lhLH~tg^4j*Lz#oE%?0<4h* zlp1^mlvb8BRu+Usf(O%wLU!{tCOy~Q!Qtvh>332}b1V*ru(q(K4g`pL8B}x?HO5Tb5>=7Yf5&JB>rSdbh-d6zjN}RtiXbd`n~(sNpoj$W)o*{>FKqS@1PcKco_lrubDZ?{n)DU4 z^r_cfIQx-qqu1q!*ZFxHiyNFv(Dzls`4g}q$w>_D1}zm8Gz$Zfm8A#zQ|Se4u{#y+){!tS&d3@#N*<1%Kekp0`h1%;2-~8Bdut4MHd{%Wgr84BfO>ED>Qj>fJ_1#he z`yI-Kr9cEgtf4`=@v;}cWS+GuK3Uj4S^6^v{_d=fVHukmpMX5EbAk5t4*>XZxWPda zUKE9uUW1T6xdz!9LE~oQ3HEY614;&dH~O8Jaz>$|l5# zDMVug_K=FyHWz;_)y6pltH)lV;xpS9_M&F!h{{;%(G2}Gb2?dT8L z`nJgOHl{Vb(~Y(HOGEYdG~RU@p5uigoz3@DLKB0X98njVhE18 zv4hJwtRmfqi}{ogw$-+9L;BGbYkC8tkhbC3nlpO9Nu`R|ZhU-|#4 zQI;R*KDuTgbl>mBPw2jy#&_tx>Bet-++B;{|1hlf|2zE$jA;B1IPDBXX6>)=Xk>L} z{)id|FpmfA1ET&4-5F#({;xE>Hvz04xn}yjJx%>_yZH8~T=?0E|MB8`|D8^7?LZ%5 zdpdU8aTwG&fy2F-1F&7}FMvU~eR(Yi>i_%J08tu5Wcd?~h0*HbQDG8j6eU)layN=TPuNFb763D9U_GxA( z??-Z$^#L00XdwQA!dUSakLl{20*~A0VR-tM`SlCf;b;rL!Ur@-3V$cl5?M3zW4OTB zp}p7r1=#_*dG{$7#1tA!5h5kJ!61W96-iYMdGI~1C$X#I=8U!{3V{7>?gcf1h$pg& zzDw&3?B6RZW>?8hz!iVQ4W5Rs}=c8EhO{yg((Db4RK<%=)yb-UfJ3r^DP~4hNp@DH!__TkdP3T$G2<#ukVQJQg7wxMm@+4pI z+x4L%xub)ZjGp$GQk%qrll6-`E85t^W^VeupnZqdD~=&FoKKULN@JzWu6LHn08%x` z%G3YQCTgJOLl2QV^ulBFuZ%zn6hRiS)0e#3V7&FGK1bfe%OF1s(BeUCMEiG{W+8fp zGjLx|`3*f)(8wYAG5C64N=2b;dYWfXiAk?&)~68{h9zVZjy!u={1b7UyZZ@d_X?C5 z@I|_3=IIm_w8}=nMtz8DQ)Jd?G%~xNN}w2}??xFh1X~s~+=$cj5KOM>AS2_huxXa} zJjLN-Tb2;vh;jHY%7ca8UPJQ@OhF_G;3|G}78oGkSO#Ge9Utq^tgmVcDBWX}lXtUj zM}Q_(HgK0Uc66oU7w4&26qcG^%8zl9HqPG*9MyA#pNL9VwF$W^--z))~Q%04YurM%JIdh?KSmoJgzTHEA=~RYZSb zq4Lt{CFfPFI1_~RRHXbRlj(B`N=L`gn`zXaYNgX0jmO=0cjmBWMr)b$UJ|7d*Qgm` zv#%pB4&PbJueGAp@i%MA%dNWig8-j1h z77HWmKzs~^cu-E0`xEjzVP@3yH;X|T4 znv;_%vYM?GGT=?%9=MZMw8qDj$ptLi_2ZXO?T7C2?AQ>(A3B8lZ1@Bya`^4>AQD;4 z4it}+icPD(Egzwr7giiJu30v6B=Qu=itlg_7zF*y@$^J1#k;c3LNs872vjIOYfKa zmvLziR4|^7!8JR|t&c`r0M#9n-b$jqy2FL6L=?mKt>Xme`-tWdg@-rfb>ut{s5m{g zpEyooFNPNHHqI_bj^KWth8Io-%Bq8-`rM6nti~pbX9On znpo}Z<6!yi+e>4>dwm&JSgE65td{|D%aln4*!f`NGV4?ql!bgg`;h7j!O3X)c^k#4 zt$2AkbGxw}DRJi`Vd3j4yky9o9@Lql%|RQi?0}O+YBI=F%`iGz{J05yM`{pQ^So;r z$JRE9A01I=oq0`5DXQ!!V}UriC~6I2=*S6P=y5by^lnWC@AI@VAuy8f`-!D*#<9E- zh(pSsU9TCRj>zO^$&6ZZ@`Z9VK*+n@JgRA3IJfFD`gViODIyGVSO}ZIMA%a0^RZ1%nElN{Uo$K(5Jdk#4YLvDW;VeFlH z?677#s1Z6kE-`whn4A3OIZ=ZkoPr$dj_z}fZ|i8*^f+kD@p{o^L5Q`ayF$3}C-fw? zpMOpYba(OTAx9Qmf@PN`1;sqGPkjE)8T&_Xj(@l)3>}zm`gRk)pI4MWb{S81j!EQG zn#3Sbj>>rrQu0jsnlbiLTGvR;uaYe|1CuYq>xaB{#s)SQn;_N$D-Et=81?*TqjGZKMzrp(YA94fQe!TzO+H zOGVHO_hz9N^}#C-Dj_4+`qCdS$aQ@zStXpInX>m!L{$1+g8r7Mm86+&>5@o@=F4JQ zjL+A;Z!Tb=;344x6VZhj0mH*uXJ~HdOPJ8E6y^JXsB8rB@S~Us)m{Ew!=ZE_bnb>Bc)Ac)kZ~BR2*MFu>n1&p>L^ zU$&zVggynYi{Aaw2yZmWh$ghzJYyj*Z#OpU-v2*MK`67ms}<%%X}nN0ir-C7+4UVoDd z)4iEH#!Vg`^O$w*$#6RMN+wo0*JZt-cOiSw)z#DGK2@XQ;<}d9q^$(SczI}NOQ#Cq z{EVuaN`v>o%Fwi^{}VBzIIdNrHSSmN@mxnp!)0d75dvcxqcxIsR-jYEcvM3yZ4!Pd z#|_a&SB6{}s_di-ATei4oUmn}-=pd1ZuoGDVD@!uqK&knAS8J+WocRrHZ;El7Lt~; zFzPL*)hjslD&Q*6Jl(%;MdJkf&;D!^Q(&%Ll>OAx(yQv>$=FHO=CeXL( zlP9;%boY&`4(-=y8X>M?q`GSM5aU>^<7e?js-mOBm6a8KlT;4yk2Nhr>vooI@gdF zTVy8)4Fmt^sai@nwB_F_D20mm{>2-&Q840(t7p?nF&5|&Uk>UPy-$f+29f56ZCu(Np3BT+@mMh+q7s|J*KxTV$Nwp3kvsOnuu%5HI734wIT^ zyXT>hVcH(#8l?+H<;QT9b+3p)tReBb>vHbDM=!qEDZ-%N4A}^;L>$@>SM6gG%7T^a zdX2Z->c+&IlQiaRYX7S5Z?DI+w1R@7KS&@rN=;lcX(Mk{EZ5-QaE&R>wk}HAQS(T4uz|sbZap8-)|XH&`k*~ z#)sDbZ1EFH7sGbzu`2Y9N*U$un)`7I@C}3(VZeWLzsE%RI~3E6u_UpANt1@s_3uXQ zU~Cz{V1jPHV1qFx9rCDAQ*Pwl6??^o*>PA2zXONKCF1rZXrfXQYcAG5P9(-ijn>0J$HSY(~oBe;&NFBtNA%>QxFOl^!PcD zph$`y(HpR{Kqos)6%)>Fdca`1+r8!mus!$4+a2#f?das4T>n!w{YZL=xntjLPjpNF z~l<{2~phS$~brow> z(NWX8<8vf}!%wGlLEEAJhmP`Eq*~kyB0iZ?p?~kQ1_{9ztOU3JT$sFXbQN-L8A=ai zDeC$0w|2y{ZT-s#vd2>ho3Z`NqJ%|eI1T@y;!t>hcv-9lbEx$%NOj3!D5l*%51}J( z)l0u891VEsC1sT1z^M3Vq*Lg3k~Dy}z_9UP<$g4mIL74TkJ7)$hkT1D{>uf7jNJSm zQ|N)`mccWynz@OVsHrI(CH|e8t4)Da{6%7EtUD#jtqpm&W{bUl{u$4TIT|$Hd(9Zk zvhWp<%wWo-wQ5*rM?N9mDtz7D-XG!IMw{Bp zj)VpswvW4OToEjdBrI_=!2eq+H;kL~R65b1jXmC6mh(5|Upq!#GGPX>K~xigUBWCI zmnLQVDwKe_idt-vkzyOi4n5dKZdx0!6(xN4)`*cgWS()iZsukD>C`IFIs{`uGf+^8 zi(^*oH=Z~S*58uZ%3xR%Q1i1C%yo&SqeJ4w*`4v#w;l@p2VEy}qnaQc!iT+oSG{d;@syAYur4%@X6ZTPOUH!fnY}1fmPV=tMQ6%cgGM^ZtTY5^$-9oJ8No_oGvm&@cz9G$5a}G z6YJX7T#ct6?F?BxuiQK)`UWFc0tLB7`0jd#du#rY`3SzX*Wh(|kUlH;S z?(CE#u^Fl3z5e}luTz3InRubhrh*%S2x#;}hAN!snI0s9F|zB3^MwgT)S{)*Qu>~0*{DzA3Ko3Sz{53%+5r!{#rw>80+zSFF|L9rw0gnRM=-+pJ8eFQhV|(h-I&jZ~V`ajmVWjax$G zZf%~r&7qr|z{ul^gs1#HqM2F~dK{2Ccb zd^}|bY;$wn1Uv%-)Hu(IH#{%dW^yB&I4p&#cz{lSx^1zCIZoNEEO8zOnr76qfKBKM z=8apX)`EMB-*gQgCs%Pff8aU3tFE=U$vDf0Fcg%u7|Fn5P{Nl~hqh=Th}}vI|BVX9 zs&tgpRp@e9fhZ5aH2*;htqSyWKyT%fiENF9*>mFrgI9Zj;mngt2Bf%K;@oY$zU)Fr z=2wrNP82MK?4d(v*kxm|eMyYjg#+^0p4}eWVy89aK;Qe4gvl);CuV~OKQ(UpQp1DG z%1U0H?tD$Z<~LeT?@-~}!%>$sI$#bRJ+MOEi(}=OtH|``RWNTwn-OzOoRo#{9+YIB zcE}c;$(802G%Uq-`U&33`U(qK3lb0il(g!Jv)u16oPG)r6C1dEOOWqco8UiPx_j{p zx@b*iZvUz;6m4Ohg6&%CUL@nLMWaACv>fbk3P%Pp2Z2R8*cwK5DWo2N1>DzoHOKZsFoDQfd}bAc)! zEO%ZGr2cx?mT18CX})fWk`!=HIXd`?IBkbfY_(8k&4l7HqJt=p6L#ZyDCaYgR{WGmNRTakOZADoF<6eqWE!D>uHQD} z32L&m3yhe3dK+2p#bG@xl9Y6}TxTMiNEN1(h504-*XKMwSFpWK^ozNb@2# z?5a+mj+GKOgz!c1y_>G}#Fpqoy?dvC42fK|-Xk0?lxU!asz@6EhL%m*eL^Jbxq^rt zM_bK)yt!V5#ht__?5|w0W{3IjP>2WlKBnBs)d}T~Ta2Yw4wHWB`-ZKAMLU9c+cOR3_fhHwJmzV@BrU!vy_IJ2m6p>mHI3z_ow zqH`p=JzmaWz-UvmeTQmya$Xgtb%SSBjNs(Bc#$w5WQjJ=YX&cdU=L6y8l1?+Ga-a; z8#3wDn|k+=^LCLjnzt2Ou56smm@3bkbBs(tC*1<&0#Aq|rt+;rhDPNG6ISCdAapgw zN94=blA~vzTS7VaW=)B-BN^4!y!N#pZ5`$>(tCi){bvoVKiu?~%<^mo1Z3pDIgv2u z=pq57a}31J{#O%r^xEh?Cx`pnHvO@~O4VsqKIkm-hMB9gS0GyKN5wI&8-tW1R?NXd8q^mk_KOPFH#(@W>%-l+R3o-bc+p4On*4T8a`3 zT(MDx@Ij-Kec=jFmQ+6QaqFH6m2E_au8DZ#nL(At!GJCOj^UbBfi)BylD^ zz4vO4S8@-LY@*#=OW;OPl{Ykur-97-6FB2Y9H)v`J-CF~jgiCoPL9=JJvdn!g9 zA5qiRK)sRHQV`d|ZJG1A`-0_J*y4<6Vzq*cdo{S`Uk>iVaaydr11{CS-8LO}0M$Z+ zBy>5t5IjJ5uWOKmJp2{f!o~TH$Cg6Llm|07;(pc@VdbWPmLXXEd; z5Ru#yy;9=5Yox&vw4v=5x&PD4fo}2CFg=IK;8&hJ$JQ0k?pyjaXpx27Euq?A17Y@e z8lu2)9<2yfQZ0UYyYUdJEm0#ENw^>}c4fH229NK34nlaq78kNSHMM6FOpu@)0&5y; zYc7EAS+R$S|X ztxrW~FsFeqfoNHGcp2TEUKgd!4yMq81b_DgfK*G-*7g@i#(%gSJkcO&eyp!p@(DWK z0&)=@esIfg%86Y8?S&t$@!&b9jW)9snw)E&%Vo>JeUA=@JCnofgfea)SQh0DVESI@ zJ4_YI+*e%mL<-zo=#50s>TO-njs%r*cyJF)i`rPFO|vTTL|aw4XFVWoaAJm8d8m|B zx(!!%(fG1|!&6Op!KcnXIdm&FGyOr$#g{a3Xk>)Ga@i1NV&was*GfcPiETncyF&o4 zlxe$S32GVGP$*jOuUquhCMfU9p`h9(gs8m<1|7CV`n4fcc_m!faQ6;IOSRG%KHY(O zJw@VwcQA<@DDY8sKpxfps6+Go{tfE^X1CyA@G8$!G17gNFhrv#d*wOMxIj=_RV{DG zsT}g?=U2I(`E0^FgOp=>Q6X)yP64@$p$lnNW+vc8>Mi{eas;;sdT|6Y<>|6j(Uf!N zT3Zxz$P-ILt*1MQnG0#buINgd>6{E@$k}Kg`_&$AB?}F^9;V=Zd3N##Nv`UO%roX5 zkam2dSr~C2Fy1$3`JuIHy$Hw5J~3C!+PYUy)J&+ghw)aZ$sLqUzGMB`n$7O=dNy*g zexkkgPk)qM#SR+UmXizbs3D@95I}2k#eo$0M6NCXH$QUM+vwmq^8H{r*}LIW24e&K zK9#bdToa5P37tB!aYHygNanMqN>I}lTDPxl(k3bNn@`E~I~-&>*fu8J>6b%@Vv z;e{SwfQERHH3?yONpxVBG*3Gf&(E8Rgqn`N{l#xHtaor^urh6lI!)k99`e{iZNM@( zD%L-CV$8pTrQ8y$w5g6(CG#%46g7_y6I{O-Vw4F5pH*;w5Ab?bZ zu_rit(kZdW$G*Se=O zMSv`8O{g{UzfcIB!KSJp`tzuZYzfwM!*pnW6o0aplF>A1lPc9zWo^-&+qqvZrNO~n zLv#u?zV)sL89GPD@kU$7s9zvo^xtwj?25Tn1Bvj`sc(@}+zfKzuT0`g7a-yWD>hkU zf|WPk^uupbkmZTk0397)zsyAFQAxYxf9IF^CD_cdKaG-GfceJ~IR?rv_~`*kmqQ%B zE7f@tAx_1S!A-0k8XUUvU2*XXu~AN>xx*E8Vb$_SnR?aSa>v<;*GD{@iq{nzl4M7B zMD}dYf{-JgfQ3*bges9&azIMR0y#{q#D{wRxNF_wA-n0PR&@IQk>7Mt*pvAESPC{l zIu8wAToI!Q-nKY5B;Qxr`JK%M)$&|#xJ&{nO%AH(4)6>3{r7jICjC9#Iq4+Ip0f_~s$i(*fY{d?g3@Qw;jZhUj+@+xs+~&qCv3C1Hg^SK> zKGo6y$Ds9l8u|*`70zd!Ej4hHqZv(Xi+ak^S~L^;s-^tSDpbgM(?nWN9~>WiQ8m9Y z^IDFkUoTolor{(QNU9ii28PEo^`CmZlKuGy3$#qq$5zDE7s=G@sBLd@@PwD5K3z+m z%XOdmASWjoxA;y()0}ByEfbM0=%3-Kx-ubGO$@4?Tk%Tin z@%5m=B$Og`4Qt=;H=9Nr9a)hwRFu|?u{{aCLAU?bsD5XK

YlO7)_`1D;mvCZKolG`h@9rP?YYd z0CC8K$nqBalmt^ofGf4yV6Z!V>Kpg3(m5mJ z{s%Q;PFLsWeSYiwQ>UNGP%KwNNXc{}BLA(8QEyf!p$d@z#46H5)~IOH6L-=$q95E? zBz4u1$EXX4Q+%cS9ibsr?oXJDUo%)tt{au)okFk^NisPqWS<8sXpmIg)ywa9)uWB)0w8GC}Q z$vIt_{N;P-pkJj9d0NkLG@h3m06h4=f@tuh$Ptzlqv?`doba7n;ma%CZTcj|z2+o;fC(z9TO-Jm(l;Ptc&Jm zRI|+)y|{x|EE<2&@9)Q9vT|qDjq^qD!?mq3h{ogXDIGgf(4e94gI)DvDg>~3-L<>2 z4r*TugVt?y&H1)iE2j4vJu;;12_`1d0@Glz0troBe)}+^{yvqL9FBm2M??v&y4yLm zs3Klz%|g~7j#!~he({GsI||D`JLJnM5I+%L+LXc=$ZjL6J)p6l@pjK10cUHAQ2mvS zI^#p-CBLOn2We@Z`i3oYGjJ=seQX?in$K+eiT(=f4I?PrSsHQQkRI2U0_`^bNwTxLCJCgY(ZIn{Oky`Jt z8TKlf&Gw&B@sG#p+}m^BJ~j8|_njMcVsYGj!sr@PcW0g?ec)@y$EM!_BD!b(`h-Hle4s| z%ba^kkm29d*-fY23O-51aL=ZDt@6Imok(3ZSdlo}E^Z=VPZ!35>amLf-geNc-bM*; zv!X09jfw6qsL$RL0P%~y2sZK7f?(Z1x>_Fb;f(XOUwZLe)76SUlgj*cTHu*YnW8@G zck6w6?5rn5A12DrpQ@Zr!Xtdts1;ho2c1f;wSlYpYZZ^_=~{(^9D$Jw^W^>&8skWy zy;(v|S7G6iKhYdt@TD{bxncjk1`p|-;gMu@CqfzFd%nhmYmtK=Zg_CtvLDg-j=b5S z(%ay8b6OatAobV6-d`lcXHsYZg{od0J$yA)frfinw67CgWW3R8N2k=?K74^1jWP{O z$WV*ICc7yo>%;c2BxPqOjplL@Zcm|InDgEA%Ou(w|5aI3eEP{!t*Vt6#Q$i5C)j_I7iLh#k|6t_ThADDsoxTe_LzE#bAN z10?*iZZG6?k(H3*DvFfU=E&W5C|UJMAV~6jO%!9CtKSn!#RwD#$!Rs7-ZX=T$JZA= zgvs8(meVRuS@};A-j+XB@O9a+zQJm^kSW2tV;6HG>5xr8NtnMvYS`yw zDoeYEvYrxefrv~>TsH3Sp%|W-+`AxtQ^`~xDdf~gGpX?*S+jAfsaw{Gz53&2191mK zbn8QB*SeR^&Ek*ufY;C59$r&#X=d+)8%1QONGunwI=exfoJ0(Pu5o)!_e|1ni!lZK z@{rm}XuFGd18|*(I=~)-;)ZRlpL#{(+hL%1qrc&M20tLV`zh(E0=PL7T(< znW0sH+ZE3ZB}(|;C0?xICrSIHMc%Ao%evVK;qL^`fpfKy+hUkFAc1rc-oSeN5oOJs z|0ViUm1Wdc40be!&S~IWF(=Y?D~_G0>7iqElw2o#Cx%C1r6bvjiD*}zeX5;+vDEAR z`rTZd6eXAJHbT9i>iWBevB*EtTGWpV8w$j9Z9r)Q$n^|uG!JkI&2~TucH^G0l;1DM zXycy|PlMo+vm3+k^ZHaR>-Pl2{l+POjN>$SpcD5C;7VA;NE$E+BJ|_Bi_}%K80e)>5bI*D+H^>rZP$ zgD5#FkwU|l*ywwQfkQk0h>+nnZ%?A`yrZOl{kFe%_Ys<|9Oc(4P%iZ>5$KMyVdRoJ zO>q!9l1^SbGTzco{!fA}@5#+4IkhrjCWP?fQxont(MHf!32B$)qonka#B>uF5`^)z z5Oz1PrEV7m*-F`^S$ADv%fvlbK@ImY<*?$SM$!cc6P(7z>4I9vg3T5%Q{LI9J3Fp=Rt%F_=ow{^cGeCIh+C_AsTm>d}VjmRdH3g`T zkvh+)@DYwL3?_Ev3`o#t*4#+2AkIX6H1k3_{_Ev6Yc0~6_PoTUPI#Hu&PK55 zalFd;*Mz(8g7)_7+^Z^X7rop$q*@%o>AsiSS8jGoN485%t^KHFB*ce^eb9YKX@GE9 zEtcv6$c45%&C+cuKc{T{&BSLbG4^0tNY|Qe7wOH@v66$B!Ijj3V_lXXMx5p|JyN1i zTK6Q&GMdU<$7r2uqY+#Ne*)t(Pf$}pNP;T=RY5o=P-|=+kz1(`0LKA*|6`O(?g>T- zlHcV}T*z*o<~C6&9yemx$g1m4eVw3l5+lbq#56g;Vdx_8AOn0rNbchkMxJgs>vz%J zaQ=Kyjh4=fM|O1W!CE)jXCTq0tf@KFU8@2mWAyW0iPKIs?ESVakYGUiGvmM-zU_`bR3gT(V^3ZB{syn{DOyyFXM!_ zk>J{T;yUS5T}E}|^Wi*mz#{*l=!Ty!bQ~c;hmXjlA%|0j z{vniR8OIwIdnMHS zi#b}S@{uRorQf4PzBya*jD+9!FDyx%jgRudoH5iAIIGlMt*r4Pn*6%qWr#+q?vV^ z%8F8cOvoR)Xx#Kr;p~7`2~k0-I_ z00j_Sm4_UL3hKg+bKJ5rriP{Y8B( z;PQ&nlB8^(X2*3s3nXT)pxr`ewt#c~-L+BNkq+d}fXc0Tr!PhqAsa3J8~iLWs@Tht z!_K+olYdXbCN=yhw>#X;C8L_NAH(wSgLWo#l@YO6x@Z!x^cnA$kn!x<{Gr&QHGMEX zt@BNoXMOEjo{a~?dnMqv*f5PRQewF1T_%B!jdGVZWFf_oNEhBK-+l)_B5{=DS>7}Y zFH-<`AxLJ~d3o#H*f7Y`N3DyolI;P2GczcWf4M_*{3#;Q{`@F-_I;59`U7h!cN@)^^<25#N(8uTex z?Ym4P|L3&LFs$9yK9l7FfdDY>`$Vmt2tmVerWi1h{q-O{7N7z_z2PD?1Dp*mR&cs` zRl(vr(2Ug3I=it(C97c27N0V|(pr|!w1M>N%b0{?iXr0^z(C>ItozoLK@c-DcbG5k zcWneoWlenKjcO@r;OL-bPjJLfD^WD3@y!u-#u>$bV8XeNUdBUfdY|3`Er#kNm1r66R?vN8DiyLK&+6OUk4Lu-oO?IE}+zg zz4tduuf(ub`iBlJ((VgHQkZ?sFW6}QdOT#Rh*fKGa5?!Yk}AC z_c(SRZ>r7^M`5U$tmA!WI+AYvasB7e+C%-@VPalzN+*wl4^Dd*S+6!Kf{O){%y{N0 zUKOjQ@F#MdUGoJ(XT%{uTo=w47CNzHLM9XN`b5Zf)nG~nL)mlrkv7GZNMZTjMumkK z9CnBe#6r~*8VsB2sL;v@PEN3+`}%}UoBhM}pTnzW8^;_5=%JZmVpnv5TEm@OKk5r? zA1nOb3GFkvfl>>yDppyY8$6j|x z)L|=M&MNr<2Ls&e?nbtbH0(vT{?&I8h6?% z9Q?ULB0OE;-?dKc%fyeomCRz5J-^|#_a|&6;>g=B zn{Eh9OY4&Z=cJwnsRF>j?X0H$%y$@Zx;qJCw~RP8DGN=X2ZzK5yIC-KkIIH5`lEG^ zC5|6JYizO>*8?~1Aml`kT+`3H*!IKGjd(g&{QJuHZJ!NGa*dycsrK>N zSmc`VpjXeiW0+y7ZBU2XFnn9{&xU9w>JBi|*&uEQBAu+LHNWlYDOT0FcC#i*R+tPJ zV<-1d?@-86io;6?t#i5WZ2sci4=ldYL%2`Y!-@Rb+oC}|mSMB%>~ur!zbE}0-H43o zZfqI)*L~KNVTx<99i`FD_1AU@RR%|^+p2c)jek^R1sJ#U!kJc?;JS_{4^sL$v1-?E zrcUjJO%7B5b*bmoFXme7JTzW=$4?OwRH)*4! z;q&Z1VoKg)zEn;HNliKd@IFkfxR1XBaq{iBMI&#eU+2*VId4CMcaYT-&+U|W-Cr(7r9L*c0z8znrgiY@cB#Ev4A8Z*i za^rdytz0gS4V^ko?nBqGKX4OYUty(hpS{hL&iHc{45&mqAdkb}OAfm4^xV+~1M~Qp zC0C@W6*T!=Vz`_#Q-`aFnF-i%lD8||IPIQv{4Iqp)B4=vi+pVJ6R~O=2&nMgoZ}cs z{~3LF_WDl|a-%;>Jh-Oup1>v*h>`@pLVKZuk1Mpt9#p~`Pon1?_pZ6IGVp{I3~6)$ z6g6Z|ts>+Y3Lm0j$bw+Gv~z%$(vV5!i|iZXS|LMX$|mKGIQ&Ur{f$xG+%4f~7^z`- zJwcfpHskSwlK-&QS|XX@cxjH<`e=YrSdN-)%W`B>0sB0OAJ^RI&^icV;DaX!Hi5$- zs!lR#FfjD1ZK2y&kXcr+De-p@x7*mCd2%5Iw*sziAzY@6P(kkS8=Pj39Nk=U-!|Nz z>(NiZ7TY}fPM3sjROYsYkN|>!PMcEXLuEdOkSxd(d^|`A_;v#hxZi7>l3vq7MkEDw7hU54bL=XkdP(q*p2oM=(9`z$Hs@BsUu&soLMMfvq6m!?@ z_|f?FC3GQfpDl%I2VqK6^RM!(W*Pv>AietiyaU{E!%!?IgBL?zYn~6VVot`=6?`o- z!#kk)&gq7%j|-|^Xd^pgX%$x7?FrkzQ9m5WWiZtiV~K|)r|7q&RvLcOhkzA4yb47bebt8Gc>zeoXHT!BUp! zQmEION}}|+^?M-K9ZUM1Rt77%m9b#fp*aP!BusJVuRqoa(~k(N(W2K%BpA$^^nKku z)MonnEY1>nbQK)rS=Xb}YND7=_x@U!)6G~ze)Kzwq~Y)z*k$x*m$K_!;New@^*tL? zP%z$j5}po+-F+%!$9&~wM!Fc&b?)5^q*lh~5?LLuL8L-G{yS~ZUFt2v)?ZYj_vC9- zQf&zNXqAbv3QlG2%=Zqb!ZfR~5d~W%NIO3Y?lvOqH;r4&wN7n6e$q8tEBC1sVk{yi zzn)?`No&{Vj1lhyqP)3rXdDoQ5D<{lNA|7|>2LU8TE{eqpDFc8=&J{=X{{5n(aK*R zdlfYxBB?>~ePh%Ao*7`k8~@>Nz7TcV6Z>quB;x!~{s1K8Sp2N3co#H5@?+~Wc@ARC z2yhz3fqut-xrdg_F{tbG0f#22;@Ybh+K4Hq$I)q_D&K-1liOagCmpe1(-*0s*5zp6 zeL9or^86cnXVQ3FkjPABR6ctf0K3Tb@j~Fl2-z8p}#?+ zQ9TW7P5bon#vQg!6;DOe$D+f3n!0l2hy-{;gkg-1EM?m?AJzq4%`QbMY!=? zl9x$N`UE(3tDrSei6nyrfA0Xk7A`tygnvX;z7L)d-NlUtx`pYJ9q$n)4Lyj64C_4{EV?-6?n}T3!=`=18 zoTGH=#TPmrrY}RG=@6xt@uLY1IB}ir&=2|>ytr77#vrUHa@FwW0+-%GmzkgC4^4C+ z{ZaHU71F&D#!K5|Xr8#59=T<=jLLBdaG2eTsTi4Qhv;*(PHV6U^y9_GdXI2aMx@7L z>jR+nTkwjx>V&#mj@3~*og3dj-VM%a>Lm?`m!fz)0^s-x9dDMY8V)K=aM|SyBy3F@ z2*!T9f{0(@8!j8sAl5#dlF_$IfD~f06HYA;=lPT{5&}~&3>Cbu`?Vn4uU>Dld6i8c18z4x=3$eeL*9^IFu z?Y#k=xp#BG_FCp<1A&m8(qokNab>EpepB6!V-?23**?{_R{$UewyCepUo~*aX%g54 zsz{Unlx=i@{b_+qRpe)EEW45>-Ew~zN~-gvAh&Y7gk!}^8W@sRuY_RBchOp{P?QLD zdX!ic{AfU#d~S2?nX7$;`t-9K7yi4#t*@SMpH_5Fo!nt@GS_V^owxd(hGUoEyU!)La$8O zLqiW(1%)Z5v59K((XjOp?S$&?9T?3U>=l#Tuw@*M82_di`OiH&O8_2tdsrEo60074 zHEE3UYv~*^TD;Y<*^;UFQty7Rvt?X>H!%MwwJROY7{XKQs`3W)ke5OXui~efF50>u zcYt&)rdjOod9&DW%sweJ&tRi26PDHZH*`9aQv>9Ofk`lb%@N}DQAtk$ws0&$ALZaK z1d5x4Dn_8tm6U^AQ+(r~$au`@4FmpXz2uxyPDSBa77o5(j`skuI%R;)ZF^j;R=tn) z%%kZR^BE6t?Mh^18+07JcISPlMi4t67}|k13WHY?>@v5TdUnxvI~{g-|{ z4n^;Yhc@gPEU{Eq8XykgNI{ykY8d0#cE9)B1A&Puo4JkOM}T}y+8c}`BS|D(LIf;xjF+$ z$42Am8J>%F&Onv6`w|Snw9EwbP=6s!msDGhuiNJaA=e4@Z??nG1Ji^VUW;W*x0pji z-aM}v9R)$S`4NtdWT*7q2=z#t5uer)fX3dTS|d`z8(qHd=nB?;O!e24wo`J*C4nFd z0LPi?r7!%C(|8G~H&;UWYnC76=QKTx)KtzOv!$>U9!cT9bCN75Zl+RQA*%mS=2Ui?) zDbv92@24{lW<0j96nTu3T-unNX$*z~sWWdY=J3)(g3JCokzTqTj_j!L=&MMEh?Uk5 zh~GM`NheYQ2RL%VLl0`yhMpX+u_h^8BF45R}YU(MC$9n`mQw zY~+}5ec151bfv6gPPML00|;zTTSH5sERmPO+}uygPG{)22X?CbluM&fBb;mNr|ilj z?1=p6n@*h7x&t;S{@Nq`$-4^;9Pi|FF+EYclTi{LH zDlPf>2T~X8jWvzuiri1*7fPiFF?}2uVR7i_ zkO(eEO!R2EQ3NlxJ)fT`z6d+tpM}k_H@ahI?&LAWcSX*4kw z36zk_HN(ABF5X8FCas=(o2~W^SSg@{XA(6WDKX>=W+w|5(&8V#pqo&{KR3>AS3gzO^%4{|2ds@NzCL-`?RK_fjd}h zDJ&9_#YN0EeUkJlKiK)#;(&#r>bgYWJX)(I-j)jC9D3gWXJO%mk&@pPVmp;HC$yzG zfW%^wMO<4QgXt}$u}km=bC>oF&L#u_9DEewtIt@w#lN^3A$;md5IZMtw>ldQo~)=% zl!EhVT*hOy)L|O`mxUv?M|v%DQKI;X#YcNeC#9JELJr$w$Sf8(l>+};B5RyOzX#uH z^+In<%Liw`>O0)#ggVFH=Yn)uQ%C)b$r+-#Q)MxVV(k6SEhd|ats|=&#*;Bfn`~2V z3=e8U<{-oAwb46AaPQA0fN2Qyw5%T>ezIDF;0vM2F09g9%abs()TW4$jn3isx?i!s zjTV@1WV;;BQ-%X>Kp`&`Cdng(DE~b5(36XIufil*SQVbQeax+#D2P8 zPU+Zg&b=pk7RdwB5WaFGpy@@JgSJJ2f|$2ASDt}Fxoy;O8QNg*x3q*UCe0F0(1V#4DcTxTsz#w0 zpiHs>ybgKK>jM$EGjnyU!c*m`Yr^`yaBhw{Jd`>gasXbWA^2qlVQ3;|P^7z0geKi9 zd&f4((8M;q!T%i82Rm6;=%286WX#3FghDE*$Y%O9`d?F`vi>7>|3QLj9_7GmwQ|JX zR7|Hp02U8HrjXSeXmt(er~b^5#IMTf(Ee7+P%|Mr$CA62z2y9i^L}@-a{1fH_W|P{ z8`bqMvjA{{)m|(<;<4nJf!u=lIzt^5Fgi2cS>(?KU7zlD{@uxHOI8cL#+dq%kaa=` zd%wra*PClOJot8P+B^4DL<(nqjKeb$i4dec7Q$Jm9kM`7)9-L?eZ?<#wDJ(sW8j$l zSqY#;LW0+bYVd4nbp|QjP5ulR9$iKh%Fv{N1>rtZ1gO&k-riLVlEx9v=K05y$4YZb z{$GKzqg!nrX7H+Fl^vT(9o|u@s(_l)3}C5`WxZmCDS%JK*HS$6o^AegOPI119^QV6 zNy(>q6*Me#&`T(uE-5r3*a~bU4O}#t<4YFIK>z9A-KS@FPg2O1!fcrJ-zEFeE&VkI zy{nkl%IlApnJw7z9=l_#&*F*;x<(;xDO+KTSGG?KX!jlTVDvY?HkaY@?wB}4Tu#O} z0BoX>^}Gr;iC{)T)UmOUg-JbUjH0vJrAe|!#-;lpq2&R|(bek}mU_~pLz+t3QNx`W z=Xo0%qn4+VK>@{I)8k?I+VP^@UB~A+&00`B3y}2PbkHwAR;4s3#6y%A!M66qoew1V zmcUWgWtCLE0H5TUvl0CkO;YqTz($}tqi_kxml%Vad_Tz9Zd&P)B8mXYS!IerBSe| zSLK8H3{=&_hpJk?~&i&XK*> z^_co<_BiavZhaR^;q#J97%V+N!GZ<8WL)Z<7NzP zNX0{sJsx{UfPQ>EX8r_TOPzay-Gfp1jk%`kqgq+zFP8nZ?c?SyKIUWEC*xTzbo?VT zo(Lf55Qr~h`?T;vFf~FB^(6z>Yu26IvUm^ba0iDHP^#f|SA})JYTx0O$cFc;f3GI; z2!_6(9e#phKqBNiK7mOHl$Wftxqf8QZ>UM0KSu=g9{TK=*8GiS9L`$5QDrubL{dYe z$B|xm?v_y?joq`^HvdRC4gnYy*>Xy{$RxKWEvY_f z1WJ&UMp(2Zo_2^#QV&n4*rUNNui`%23GfEC2tPKBv-%K~9aq9sXXW!H7H1*Jlt2pE zpmUtm0Jdo75gM5i?E@L`qw6C}>I&C3fm}FDC}>V+jSld5BxC=0d(o92fJk1{VtZ23 z$GwFMgLY*+z_%gOn1ZEBEq5Xf4|=^E|J6l_*uMJ+U}%T^E5!=+Q40Gys#ZGK(B=%S zwEzCPfN@SUCdr=p)p=TozKg!S&pl)e^W@Rgd{9G1Zu!+lYw8py8WR$l-^^$MgKMY& zP3k3ngs5%K$nvI2N`NP%E+_mg{s*ZVlBN)+ahM~Z46Md?(5S(Fg*ad0FT|{jM-G_% z28_FF?eyw+Tabgp?{~frK)`9Wl21y_m!Q%+LZ!{Za8fICj9z`c@j#3&1=J=JaY(B- z&x@r*xEZN^3W4 z*F{F!dulGQ$g5OTS-HC5wwu78FJukeXkeOxGF19Zsx20ZlCsH&Dh7WwftPCt+Qmy) z$qa!-IO5p^=E>Kj8+@!Eu9Y^+N*rL_7xR$S>-(-EOxwJ4YMzl+W?Y%Ec9=JFY{TQW zw_Pk$<37fb181AJmdJsJLrVW0+4a=N@l-dmn`B-dtKPgSeqhlB1V8s}P&()(Kr8tX zhQ?i-*Vfyq-1=eWQ`wxEY<}YCjx8@Q4V;TzKUE_Mf+C+Aada)t+tzZ(DZ zEaLJ9&C8{gFLhZ+f)y1-Lxz8qB0sIwsj=qRzXTJQ^(ke9@k9Nc0F?XQn(ifDGZ;*q9$T zvm_BON(&3DTYADjk$%d0v!{FXGsU3$?=vqoTrjno^=!++q^+4=J2`RSM=s?KM^$Pm z3G8U<{3?Nno$RffkeW*8_vy~{X@THn+o?fcO&#E@V)L~K)+~;s*6$$^FDepI46ySJab8$gKSlSXGS-Ud`&UHMY~E~c zqmzAKm=+YM!1^G9u=GG;fTYM9F^ju7c!qN0(Ny37%F|GjqMh+jHIz1- z?|{}9I#0UuQXcjnE79~@K;+P-gv!sY)BJvEL7TP%xTf~?!Jek7;M~-?6TFf6&egqmQRqErF8VT=3AY3%mmpqA|Xoo-`hD0l3WpLqyg%x2J4MUNWd&c&444GeLJk(2Id z3hQwkOKeJ%<+0Awz2nNa!>ZuTqS68TO3#5MSX0 zc6Kyb(8A+s*@dt$nhQ8HR`T4P47t1lHegFL9u;io`{_Zcsf)*+v#}L{YXPCs)|Ev9 zMoYcnyr53tpP!?OI*KLxI$^^Xgl7Y7omyF+INAFJuVAm9&Y*UyCz90s$c-MyI_{c? zFw;4)$g=lrJ(1GRN?Ilc?d1cwqxDp;$EAridfX*AGQXzqz~T4FZXjj}rAo@(}-L8)Lksg zsI(aEV@ckvf=`14fv$iaL#kizfzC5ny>==DbOBQRT{$k~Rq_QqsS|mBZ{x}&FL&Yg z*Hk#Z>l>*GxL$B$9_b}~nXw%dCY!Eje^mJ7KW8&In-tWGo^JlOjJ)GReEX_(%XG!_ z2m#O;F1e9pL8oR>5*&5(0H_$d)@QgyAR;Y*(SoF}5DNe;Axcdy{3lPWcN}VcOJZC^ zf~nqi-}(|3HnY2|EvNzvrC2Lf;*PZO$JStFKB;}B`sM2L&RXDc*2N_gv;b}vetRZ= z1g$QSbU^gRJQM%^uUi9ANHOqwl!xiDfC;`dFw;#6B%|%%#r^TzghiX{|90J!3Vrz{ zmc3aoe(Un+Bkk`A$w)}uyWQbDE(Jp5BZBTCFxrgGEz;dTGjewhBByw{kRGq#LsE^! zVF9o}uPEU={VoZq)&K(QyxcD!3t@@yHSEw0i7T(u2H+pA#BJ|aV73tci&lrV_ zMrzkUddg*RO3f)MNgWq}QU8W(Sa+p=K_S3-)KG<9li3*th=F*-6-{|w8ES#9{O%nR zp5_3Kjz84JXLq3PE92g>tuAEP#hlLB1BTu0B>%oe1KQKTNe#-j-^HkZwoTBSC=v?F z+u?Qo(&Rh2BSj^NCqLp8gYV6nDmq071_F&Ghdn~7TaA^5;QrkRxRKn_7x8fQQP5=q zUp@-r7Lc72D_W5XbBD(9INDo-DXe_7Qcix2^1g6wo)YdX5}@jIx{CZHV2^XWL{?LG zoqjUD;o9H8h@Z=hTawSe0#s{yA~cV8KT~w9wa~?VoIP9tGX{|%hLSoow7?NENjfvi(^eK0DG?{G=Oy#K&bd_U&flSV{n)M{>)z(`50KGw>9^@MHrWpBXo{1 zSa0i)X`C?_r#gB8U(!~UvWZt@dA<+WR{bpNKT{1j3n#`W2oUd&9(&|3>;)r2b= zJ89%NDRT_JBoFdO8c^8ek7ErA%i{pUy1WY`Hz)D1EMP;WncoS6t>q5G9?Wx3HteW| zYpKHH%xE3WNRy8h^mjnPXvylf&RzQBRN6RRzgv^;gWhv_n}UXp(YGl|=cZuGpl&ij zyvg3*?hZp%;vkdM9-6IdZ;Fnpx(b+UdF)17P-?IaB4z~}^4?c$D+VKPvGcJaTTEw% zl!5b;Z@t{NL~dy>__HlL20maW==U0L{$b{E@u<49CBbp7NVl_ z_xT1)Ug)^Ug%KjQOkirlvMJZmx^N5|wI9xT08#y$`ae>Smkd9Fq0mrPNB;!SH? zNagvv`opj~84FLi0x_q-B#KNx+KlD!oZJ}4X*CNK-4Sq>Kb97f9sL4n6|?Ub_J!w) z=jp(T%9i^Z9x4Emi(yxx>(*;1y9+`NM{jceW;D2*5ngnl(sx!}*yE(RX2qF7_Ku8d zV8=PVwFH#BSTu}m7F2Hu(^YTl;2g-l)r32dm@Lcp`8=@%)BySKRgBxMt+ zUL-p)`9g`sZa2{tU`XupxCf@IsOt$FrVF5WmC+>pUUwUYs(2A7!$&*lxKL&quFM>V3P-~kEgq@gpwm;rNRowo8g+|C4!sN^h6Ti;F0L5-ZTk+`$vh~FJ zw)Z)r=esGMx0p~Id?odTlZNk0DHsjEvo|#eV2Dl?gRzv~Oc8r}l&lkNitdT_b+fn_ zbuAZBFy!x&$~+Jb>A~C8QDW6{7pukj`P;zbs6gNIc0q50abXC4&8EtV;q$uv@VyY& z`)TruR6}=OYscgi#Ypr4Wwvs=EJRLZuS{ld1~4VmF<56mKF2I!pH4;u{Y+c@Ho&T~ zVV>be`YNGdqu8oC>h@4^HIZlZw110dlD_%7yJn6csAc+(w2$VJAuHqe>Utf&q`^kQ zYex#_$A`SgzDllG3QE{ZHj0|{t^u*B6L8TJ9*%)S-dzpbKgf!T8SlJQ&_fzL)yuk9 zVMEez6j8OG*GoUJ@@vO7im2S)nbmGG((VP{2etwVg+(8Yk9Xdh!x)+m@l_jIl$83n zvU5VH?FS7|0%=Lv1=1m$j9G9%C7w>Deg$vzQ{QI2PZhmTlAtSu&(O#vO#?*pjpe^~ z$)PGkJZd|OwVq`2?b7})&fm4gWj>1!sk6uHJ{~KFbItPvd-X8CwIM5$AWSA}4qeWW z6lQB6I%KlE%!cM0Cm@WQ;RMOXfy?~N{Vprz*5W2p4E?i>!!p)Ymu7eJH_roqWo8|{+YFL-%E+$RyZn~&DLM@RzK4oEDO9lWmz>_ z?q;$UpmvUO@we-E6S-WI^W~HuL1+`HQmqkXDn!zni|rGPdSUc3v4 zX9`uO?Lkn0H*oWUlN5~Z9hbv!Bh`-mMgva;v0WgE&y&G$cP<$XI$|ncs$fPX1j!mM zciut48^8ij`q%{G7L86C{y^l#Tu0ep4cmfsYvaO4TT1YeW!L;#Yg{W{$jA3IjN#P) zZIFO?6L&=5$**OMr=MB%WhOh@AK>OB72O zPGiVIQ(TSk-kl|aY4uww>f=)W1qIf!ZbZm(TC-fPNsF)0fCw@tAHTk)-6t(2 zQsX5h85QM~b~GGUR62cr?KF*D~GOa zeD9vuHgyfw;?cO&iA0Bp#p2e2f=c~ONilt3^BqZUQ~jo+-rBl|AxkAPT8}xPROsj( z9kQnOH(y_kpXqm11cxrbiR^@V5wtRgmS~gw_%s4edsjpLt~$c81OamNgH3ESYE@+u zN!$P?!5x?O|McYZ9EFh(n^dNpapVLbHkgU{=63DyfVW%B1gL~3HyS-Y*BWdF$$FuG z6(>RdMyoiPN|Gk!%>h_|evN4sgg`2*kVIaiO`^lz zKl1g%#M8RngHdZ2iZ^kLIp+@g_3b#&yQ%v@aelT|Kw9qBSxNVLYyrOW#@nhuW=Kik{_XxbTaR z%By)^=NvogGh`6jSg(%x=aKb=e(~?ewOrS9j6~mf4h%C+PI^hlN2L=dN4!v(D2j0` zU)Y}{=fOJepv`82cNS@1r14Pe)>7asKfF|VPa3<&b?2d8-;56UM!`B6?G4&z%CGT> zc@L5{FHJz-n=6@>PdY+5k8lRz1WXJyM%HJq-Jmp;lGdFO#k`(Pss6CnhGxu#`ADEj z^u)w>U|cHokSxe*dc!>Xcrfe4@J@r5scGnbU6%!(ypeK#=4)EvqqO5V5IJ||oiXMS zWTp?(nv&H`pnBA_TONHeT_80ZR#TP-9`bFg`*#BP^{&0ZB|su#;#RGJ&h$;ra*5#h z#w0ANZl|_nCX6H0qh0)APZqZu!aPXFx1EIX`BWIfKZD0!vlEeQMz^lOfp$@$v38V;K30q%QV3r^45f4ACuWkdkv84}F zRO;mM+!v(wP>SxLI|EIWdddkGt4Yoapb^xc0i@L74bOYY1>}9IV-p*x!N%@7Ru}z_z%2%aqyT;pxD@<;t zX|aSFp5CF{5lioI9HsCLx9dJ}nzrlx3um#)W>319=B?{hL+~Gd_Y||25P#r)OUw@c zFA~!K4J&3KVBlb4`d_@G|42v-9PIxafAoKlkeC?Q*#3V>NbV-eT34Mcx3{wPZf>xUcWjJ_DIe$BaotuV%Epyg(uQaR zO!>^?3o#Kf87cVr<;8H0^e)CmW=P;0S^(=A8X6pk<>e&W{-w76k&+~o*a-Oi$7Znd z4R2p>&w=#KOiqOIfyM!F18DCgq5U)1_#w|tD=%(9jDhDfe?gT6YHg)WOKa~e^NUhq zh~sZ}M1YQuZw!r0ZeGd3z>$~o#QnNQG5{Y-PhAP*)VQ$yD~dq*b2TC`^I;yn(Ki9i z1!4i1@>?o;NCAu?=Rqz3nwg82SpXO>sWdCGoTu*sShjPr`Dy=#L>XALB`E3%zr4Ek7`LuC`&7JsGt+x;hzxw5!u|uKy0pENqUT?m;@% z0e9j0AZP3-RRLud9u0s$i3 z($e}lQvB3Sp6FTprggHP|IET%`~1l8{B;?X#@^QQ{*}-8?Y44^FRYBN%)H!%^ZS>? z@Z7_Dt?}_RIebf%l9c`4G@eW2DZ<_D2P91_S7suF?1{{(Ey8>|pQqSD%0{Z!n zj&p|&qNk<=PtZRzf_r}VB{$+n1j35v9}?5C^%dVo2Q{d-aDqc40MOevawq+(_QH2l z_G2Y+vCFm$bZmYHTMwW~R8JAKy&D$r`ZpK*qeg4t=H+Fg1Ws_{hxXi8BaLf)-Sf9} z+b7)|;8(u*i$BX+yU41`53PdD=5*Cp_1UI9JM-*wK7vzo9dL*HAyxch7I(b|{vQFU z;p0C7Qu?}k`>)g+Z`7%4EWer>0Na}$)xH<(Z`7UF!CyUS{kbHSmH8FJ_gee63CW2$ zTw}dMGf=&g1F*D?wsa4o`ktA8P89V1)GO~K8h>41C`kX{HH4#=8z6f}*9Y)F0a^$@ ztce+5{e*YoPwWREb&|gjcXoh(j(>vP*8pfQenoCMqkRZ_UMNd`MQ;?Qf1=(1|5d~i zvZ|^AM2+wfVEcopp5^b0`Nt|~Pwd9;A+HDq0K^k;22mAF;1sB!)q>^#6;M%RDP>;S zdzyTOeUS4pLY_KfNhjDn@q_D_KjARWMnGeEgg`{YcgTMZA6LqyT(IFrk8MlIvefq9 zvap*Ba54~tLhi9R6D7T2L zl($TRxIm|(Qv&O`-@@q{lf-+1CSyL@R$*OT_DOfhI7ZiL6jcdp_2O~dT&4&0ln&=@ z08pIO%z>vzr0XPi3j}u_T;nk)I8Q_T%bq_>C*Qz0sL-jOu+kt%mGEN~e4S@@ojG0g zDn2%IK5}SsuCMy90QHIR`}U{Q(~Lfx?>hG2`(essB9s;M3->pOe46x)8=~dqEVV<5j6Z!1H< z;j$A+pG8Z!-EVb6V9`JDf%(rnQ4-KlJ(7|##a@d$u&6TwAEbTQaqG87EgD`l|BloH zHan8RmauMo6KV?^yyvaW07yp;HL=r0Ll%M3kVTcqIX|cVVEwCL;y0D*hxu2sn8j%+ ztcx7Det*SwT@JLb6Zj(LM+b8|NaN}ar7eC25)xBNf8mtDl0mjM`Q{mP_Alg(ab=;j z-t*ID?xHFj;jx!xFC291kQOqP&L}A4$g8Ai1{OmdXyF>d$*dp>sqJ!EC9mhbMQ3DR z6jko5Lr7gxhGVQn4x;MpPzMhKzuiTb8OXUtG5jJRsFj{p?*#lzw_p`r-0;uTyx?M zBy@ncwllLXW;Eo=Ipz{l!a>c*yq0HXCe0hth#*(Jz8apx5pAeS{{t;R(!c)RL68u1 zVDn7?)5b%yJvZ)a;lT^EI!cB;qKL>@t}pOS^>jd$eY|1&@Chp#iYegYdBo9=Hz*0LhJK4`n&yc2-V56d9(Q{n1C zkUOfVaa}5Pd{8m`MD&kqJL}3=ou)jA+9DI znN+>;0!Rnel&C1NzuuB_6$s3Mmhx3L9)v#GzMs44>a&s&k%O-W^0Io{l|Kx|jgc>3 ze783j*pJusJQj*X6BcJ3&W~w&LfR~wm*z%elBxRC&QeS+ks{o95MVzLciPF+*5m1w zZ0Gd2&D^k)DBxjV*fH>^WzeyDHTJu;5a&5r23nIb6kEKDbd7p#H)?Vwc_$iwGP}d# z`B-LfWh4q$>_-8`Q%@Sniio!##8C*07n_^9ENN@p>&q8CZmAkR@7bG5++oV^jrw7! zf)1zD^rwcu$i1!!nYBfhEmKz_!6Zf4r)>25Ad9L?Bc2*>=pVi%QjFk(=}78?TMewz z)|F6n9BuiYk_s5=8s0iYvo}RNkeHrqs4+J!O4U75$mDj(FM2KX?bOuO0q=icO=RwCtqfW7S?#XH}CZij5;OjKGESx3N-8$!Sf;V zsSl^6*I2&1rk_;4#+*4c&K_WSPw+$ZKn`iu2gQlDYs{W}h%oUez&Q)}7-H!`5g0jy zf4_E}J7D~i*lP+0xcfGp?e%s;TTRn-!4?N6m#jl>lgoCCZses|$RhojK3!UiQO3<>^gCmX zGo{Glei$f&s8Ag>l}ylo8{GuO34!at`>i?BA{0ZAXWDt~SDUKqSjN0?+Duq-C4I%f z+B+vgw^wTN4KiXe@kF%XBFT?i=?BCkZK-Mndi5c?5?h1^W9b}>l_98 zlBi;Yo+cJbpP0(!1a1?Ha#kE!3*6INrE#;TCsz!*a!%zEzlt(sJfE{d@8XL>5H4C{ z`pT~gHQunykDt)R`J0o7508dy*L0rn`hCPERR!yq14@6po*Hvr_RS)iWMVUKP8C|a zbP2`=(PQJT48Ih~NF`q8Xbab?-Ku3EL$ZC@{8~h)iY8*tPKTn-h&`OFj-iaER))=& z)lJ~Q1J%{J{dS-GVJchrH*{18{K&v8^3x02mT?iPXr@PP5E+zVZ}#WWS_S1ht`ae& zbYqY=8j6!tJ1cb{%2C!KV4FP=ll~Vv-cR39_HKfuiit!PhPRNyK_@-x=gz=*sWFz7 zO6H1qUIOqAMP)WOXNoHX1Q%S(hm}%~yn94ZM3S}VYV%2KT49$HN#B}9K0>ULH zzFf8^0iiHZ*KZ2_8d7B59eXakR}1v3k{4O{-mq#WlSek<(QK9JmwGPWW(pA@R5OeV zOjxGwi7!{k!^J@p8IM$XA3us9CQL9-h<_c|RdIM!kZSqK%y#1Q8nGoc%z=`Fq4=hr zKyYO}jmzy0j~$?t2w#l%iw9Ohsyf-+&Us~{ZI2%{9g`{^40_9zD*~iFOTXhC@CyH_ zwKGDAqM@(%*8Qf!`wi-{vCqrm>03L4=L#?C+~p_juJwr1d*aR+8tF)*-gZHq;Tw&r z8dtCK?iZJ$OmH7etOE4jKT6q!QnWnS(kxX2tl%pz@GZa!ec@U+-_Sx;3bNn*IP!NC1wh7JCNfmiD|L9z*c zHWkv}XX-erpE=o5k&Sr!pg)_vd4XXV_XB|M3Px$7#M@9_&|E1=?T zvOwJ@zGpDf_06VQ*=y#Jma>PPOXm3o#;P zIcoJ;c++<$0^CtRMxu=gwG$9a@ZyMaBne+AP&L<=D+MPVM#M6jtGz{>J-d;Z2iN76 zaal21ZhTKT@m>yTQ$iCpGl6A|wV*N9RMvvIdRJC=SX_$Ojy+8V!Z=U_kNiIprHWfDJ`)V`d? zj0A~!p-~OnSQh~?TwFK7?g#K2+~kP46YMWFIgDrZJx@h`T_gFMfZu6mJ_cVH8pA`A z4%Lu^D&ma!^uCfE3R9&h{BCfU?wDBD=Q+Q1`R@92PiLndr$J~2Dc?3RO}x>IdD}mR zoN6PCM>>udIceK9R|dzcDTW}F^={;YFsoe{Yg&_+dINqF?Ui4>!}x>PXMAEHAPc)t zZVg8CP;UUfV8}6f@Gc50T(&P_PrTS*WeWoxd_|^ZQk9z;2lvT=`VnWjqP=eAD<357 zmYI$4dbXZQaT!T|XmqkghlTV)TlM56^SEPqcXE`RM6?hW+H4GewoSNm_};xC_|be+ z0Ia#-GMYCyKX#^)K2XJ%tOjc!8kW&^pmE0Tj272lSdUM%jJBS)?QyLW4>!b1#2hf%^5lmKL>{M3F50)6y4QGYF24?~8lE`w4@ zmA<|Xly%1FP=>H8#5X6axZ}h7EslXP5&gD6);3h^d^jdz-IZS~k|!CnYJmEy30myo z;(jW;lDW_9ADZ&Ob6~yAo5B48I)&)SO+wqNehA++ud0F{y>)GGBEj)CvNS~6-CA@n zM_zx5uo7LlLB{A^+*mx!6eyLBF(*GKS;qm71{xS9RtLu0yzK?_$(0tOeckk(F_^$^ z59?$C!}mE8L=7oHfiBlkE|q$T{RK}Mb#)k!Ux4eK)odNY#4n@bVqi2 z$flMGH-P*wH==hsu+|?K;Dw91uqn)ZBjo!vP5VV7ch_U=6lDxi)K$jt$*o`8pr)5Q zBp?SQS}5e-a8nz|#C)?Hb90DVR50`~^HfObG;L6A*6GIhfDJhzLyCUsrRoWK=_3TE z6jn|+_9|m9h}A{$7OOUUiCpgFN*cX%JP?oZE*N&QYmNf6Y-tou)aJ5YhH%S zvniNSfZohR20cN&{R)PJ3YECqG)7lESu>5#xcM=~(l^eWbRPep=kLEcYki2xTGT&A zSMA6QEe-MM>5-@17He7<*M*1j{%}8Dt`*i~Ny&EOJ|8e9HyHdBtkOI>a%by~I<`7W zSZiM!Uy<2@SNaluRT`wjv(V-fAd<{rr}d+^jNoDFHs*O8f zpeemzL}iq&qq=W}Mqf~Hund%AAc5oUYxa{yXCzF0uc6fq?+o&$bB)DMM$@c+itbJ< zV-W>qv;S+Zkn^04c@BY++q&Dt`P|;pw^z;4(i0wX0E#%B=FN&muCD)OC(GN8#~Q}g z$4ki7fn6`USz<&z#_gS6j_I++uVzkW%x6C!j4sY2&3;MRRNvM(aO0V-!e>m4B)oo@ zJ$=$dLZo!PLcGum!R{PD_u`9Hy8X5Uf3)bw3U_c@5*sjKeZ3oC%-Lamj1Xku_)@kS zZCM3@l2-ZR+7;F^4FM_a!mXD~FQAQS%BJ-Ynn^9?7ioE|DTi2{fm0VU4u$ReTaG2# zGqFRT^hnn1+cNC&=2NS3ddgRnkz|`Z6l-b$oESls@4nUs?Va~{GomAl!=hHS;Kk}A zV>(udMo*h&y>mtKYmvyMKm9qf%^ij{9yk^!U$E>$E9A>659J*q%GmrSXO$?nyd#vi zUaYw?=~0E7kn@WSw)qtLDGPe?Wk2$@24iq}>vo;@C-q0dL)#CCavd&2i$Y#% zl_}Dd=5PMuUgI>BS(tRJ+L5JoU+rtby^_q~DJD!vQV+=22!FDt`

    n^GN?1e4l- zo7}b67uXn6h##rEHA717s%i61oGguwY%IaA(<2_iq%B>oyGii+wg zG11Pm;Qnq2^O5)1^2w^7D&iR{DoAbcWe4^G&zhf*v4l~kLH-J|s=CV~ee4^a${JpD zpYGK7{L1o?r9l02MV(XH5DqOi$`OI`AR9TR#}NJcu|h;zn#g^sEFXtJ@U3xt-VImX zJ-_ekL(fT=@+d}Chw!p@dJ#RU1=iQ0pH)VP6AK4G&Mzb!l$jM^m}{QZAUX1JvhE}dj$K=;7w5tC)9b00O8vT#_3uZ;h`J*3 z@`p$nCs|-AR!xUsUb!(c&)kyUKT|MVOjN~k{p@XyeIAb`JkPcv&F=7%;m6221 zV*1kojbsCkS}lkg44cRuiynV8$cbDj{mzKN@8{u$mEXBoa+^ja)KoKu*+*)_0&Ef| zc91b$3#?W}X|w9!qGd}~+-1|KZ42L7lY|D-gnN{0`>MYN+;tc8R@&SA{17WE2Ny3g zG{0}I9E8cF!yb*9#r}=mYG{7AVRGABJ0tK(!Qx9}i)r4vyO@?&GEA6Cu2ik2wHkx` zug+)I0H0ulJ|9U|?+?`l9J!wEP@dYZdzzMX5OLqx5fTEhc@j}f-7bzQ^7BGPL*k}B zXXkj@xjZ&GKoh-8PkvQ+CU*2A7?d2fK;aql{`69(>|h zv<5S{w6Aqxw7SuX1TL_=(w?g3{6>C_d$ht*M<_D1;wqYealzPjx@CXpbO0E*p8f3e zi+?Fy2!KK6Tal@k3G_bo@Q{>^z18oEY5>PQ#irEIEV+L2_2Mz zyuqP0u*pSBVA0Qc-uvz%?3qI=#J96CJT6h07h2^hsuoJrD2)BK)mYcSJ(m&WH@A`W z>GK5u`oXKeda6)t&78|ju#tI+q7}1a85{PRgN25Nv}gu$IkHlvv~y{N@A7bv9~n0? zl8C4Hjb9g|%(%?1GObUV!A7i-3rctE2#gZnsie3>vhOAUY2g|xNUP!d2NH&&$W_kI z`Oi$8kEn{t$*<95t=01f3TPOt9a-&2Kj8zQB2B$cgjc-AmhFNIMh9?7o6{<9Uqgh* zBCL)38>gcTf@H%J&&g;(Gt5KCSY~}EfkR&Wg77%yd}jE#9sNbswsbJT2(5<=vA(gQ z{tsQjV>Mr=xPhs+yDZKdKL@J<$ChBszbhoHaakcd(uHW7A;DhK_-`uI$7hD$qnM2t<(Bik4f{mtQSv z_;RN_X;>cf63)2!WrA`#EQqR>KWb(vk0HXA6}J`1QLItGs?tKEL9g)6+A8fsPGbBg zD{OJu+Qz~;NV*thX)4x4SJE+b$scQRus~Ud$mv1uEsQi-N{QL#Jdq zMzy|}N-8;IqRTb(r1Jmk@5i1Z>tE6FEDMo`^4aQs14`yIuTLr}iy>*^GUaqR2?{sl z=Yvthg&&@czwAXZ2Bu?h?~-D5B@}iERL+=f7FzjBkrOUyrEpkRXepRf!XG9*5Gb%G zUJ<3XrdH6(6IThe>A5QC2naKKn`Boj%(`8TMbY3}hPf8nb6}`%Gq#8e-C-i_v61VH zsG=i40-`^Tv+QVw3x0`;5k!F^bS8q8&xS7W1DBJ!2$NZBhkhnPjao`lh3qsRG)sNe zVB}>voq`&&Xk=8R3hFMkQ`c3}0jy;EF{bx==azem1T4HvV3N?2k-(wp{LDBtoc?u0 zslPe_Psybwa>D>sfRCsX(TyDVp&Ur37u4ly8_u~Q4QZ~swV_}acBsdDGk={d+wQ3M zEF7zueE2F4REqRf2s#5~4}(0o#An5!QMO-ngN7VTB)VZ(It<;wB|EKl>~V~T(N86> zRPj4T5TM4JdXvNCN5q7)@6BQ2Be8jy z3Wm`(UVW!9glbw@%rEI1!~wr$Tk>oKDUM`SAW$!KcSIv9CnNRuUm|b$S8Y+iq3xaw z^+(s;y4`gmB2^D~;!r%xIoJTCJNUR{k3SnCRR+iU3=a-0tVr~Xg=L*fv6gTN>s<8H zX%vYsjX!S9wxZNRP93q9uZ?c&#YQz)KspvW6OEMxTi%41T;_?Kw!rmywNF_GT01qC zrJh!~+plR}=8e_b6E=f=<6Ea1gMFd#p;k}E%4ZX?bTxUCwGxcJKk?@eia$S&;CXr8 zle@v>_I!gGb$y8HWcqeLd(qbD@r6)G)U{HcYzIya5vNcn55t1A#Xpq-jzVQfcZ1YF ztZYJ{4T|j1i}=$)(OJ%@%f_p=YCBk7gcuAKuwSWeRv2DRnl9vH|EiOIGfWo^f((=mx!`VU~3tY!D{hgP=+!O@AD8%0CDj=B!M3w5ut zM`#xo1hrYHTvkGyZ)Y_3YauG5dS}JMM$-HPsl-h92G}OM2x{*?A-*J$FX9I?!AV=dl-_%!n#;7pUCmCs}VQG9Q+& z>0~6AaL~*3Kc=RF@Q$`v65a@v&CH1PYGMu}lTjJ7UY<88CN$;FTKx@4$LJbng$q2F z!@sV?b;}9%NI`{@mV{nT)&BTYn3fzZnC>{EkL8NwyXP$iMl%_gSZcuxhNX%=OeZq$8 zVV?~-uI|kxhNu%3sp2#~RxfeqT*H2m?y0&ZN-hpsUbe)RXw43ezRQz*%fLZYn8w?b zAF`L(Q%4b$z~X|Z!N{kdntHDGZ!v1>Jt@P2q@h&WI&U;JFja6_uiz<`;3C&Wht?`c zJ;#%|T@2f!9rI57M#avhz9(%iu{(nY1N(wEHZl5l{y((nSB0^<5QDGAd1}q|Bh1C0 z{*QkK-Q9Xb5fI(u}Ru@)SL>#3qm4^M-s<4|KJ0TYEyQXnP}>0 zi0<3X=jO;L!AO5~=-4lU%wv7C_cEGUNmXM_{)Hj?TmClXRHerVbI#{VhEyI~fe@ao znCP+U`R|uh?f6ZoSG9#n} z&jZ2?nrbJ{Wyi58sZ+@qu&GE{CDut9X`jIDAh?(C-%Qt(i0LUU`AaJty0w2eBe~-B zsoVJ3bUsxBgmgxchc6H3UZ|G8>yFRq5TR5g8Z>MX@zSl4|6ucXUCU)W%fEcA=N1a1 zc!B*c1|EJh)@?bEia3VilojyQp5x$9N*Fqg)RkAOOL-5-ozKw?$SG)jg2Z~cF@{F7 zZ`%98>e7#u-=&UG2B^7a zrNO5BNRwqfZk;Z;0cGbIn_#pR3>$ozI9t}IsSNwad7>vY^Dim6GTnOT(P}MBD{qYHQE!D9T$Bs>juOo8`%U^9j-Lrf7;F#RA^AHnDW%o9YY7`L!7QV? zC>1jDOBOlZTiaGeH(N{ID(|MnxNA52*;`(l6Ho1>~-} zJ!6EQn}nIKZpIsF2)^_BYtA zuGm7U*gZ2;B+C1k=Kc1Amqw_FTFrHN&w3j|4Ekl;77gde75iP3XzJW)icwS+3m!s3 zhE@q>)rRt*l!)CS2RW~qfMZ4%q_A>fb`Bh~8Fil(=;=KKbpy6Z{fS!l0BDvbLUupd zyJ`3CIPU9BH2VAXboYMpr-xA%@;KH4mxb(ObB;Lm%6xj!?hfPoxKMeeXJObN zwM}9>*hJtk`OnE84VrY2>=QrA9EM!tKgwb*i!!U!v@}<(@;qd!-=L)%Z9RI?ZjC(5 zl$Gj!BX6w`q`96Co}6kqX9&|-PIMCDC&CNSwE2Kr_hF;pX~>}`WG0%UkVZXh_146V zz=;8U5>5`24y150sHeeDdHk)AwmCRdH}|-S3Q<7mmzcVVkK+#WUePrUdv+Z{%rWER z=oVXKqSJRkcSU&u{iNIre=d8lXJ1w$5G>A` zume&Xx@FLa4s*6OyQV3C1e#N&tMMB5oaG^^VEDu_H0*O$Hh+Xvfkg=)c)kdY2444O zWS-u`9Ai#pa3Lr)GXcTq>d0|?3@a`Y#(8LF#aO<2_#mO@4H!x2*}!H>e^U^=Rj6#C zwI3?if&HTUe79|ZeG>seCB>sr?4Z+HlJ($%WnfD+pfyDU0;@4LQa*~K&<~-5OYUvd zJwkq|ga1k4LE=<>gV5nOO+A6X;)^^TMuJ8c*<=G_N5*&48bGinRcbhlr_PbdyVR8v zM)yM7?2a%uDB#pDqj z`Jf)jx|u}~45Zk6fTMLhi4llJ!FOx9%>>(!qSRISb9K8_-3h_DOwc~>Xq&z_q^p84 zDy4nIjPV$2>Y_#!fPn3+c4uZ}PUpyO#K`HgCZk-aUWYGil*Rgjexc;FV|_W_{7nf- zW1*wBE%&T_=V5BNYip&Lw-0dxpmt);XT`1t7LF}4p_rS)g3yuPmN z5W&#MV)Ag`K{4{{i@GvAZ{9(Ia_j2U+zYKwj&~ODKDetc2K?7*=W-@@Ihx@j?lMM6 z^?g*WljBP+}(*vB&! z$|@s#I$F#7W=_g1O_w8j*%BjTI{zA-L!f6DS@2?DDskse>Z*%%wIemlmtZ@^qpEoE_)~}Gs}a2%$lN03<}Qr!QTcW-R%qPe^0RcI;!z1NUza)~ju>)B zgT-8z({{0Ydue>8!u2a%;C^{931rd7LF-QVJvL(nBh{EvJ=rX4P5B9LjmnXiC1LAu ze+bxa+1DT|oLEVW=b(uWv->6?<_1m9b)l9{maFJ=YKLr=$)1iC2@9<6>h97Px_R)P zQ(Gk|=#DB4lS6uqpTIMgFa2fP%sOmM+bWC|;zySu7Y05NEF|pYN*9?M((m#?CqD;V z8SM>Vh=ZVfv5PD0Xk0pC3cTxQJ_rYJq`ye5Xi2Z3KeBUWb(Y;j*{P2y?2MEQ9H0$B zaifk=*l`@`mr@AOxfT?c%2BJ(7kbw__7JxP+hrqUJJ^UZxQv5A?ejSPbPOPi=Cv-k zR!eFr%I?8*|-MDQ1rM?&(NYn?|W*2 z+)%zw+s-;zD_~ECVbyc$GtK(RpEoKg2fx#&A!DE%G*B zjLHx#z!ALmn(G*kKvK2n~V zew3`&HI?%-+fIu17!YqqYwiNU(lK1QW$#RX*E~NnpJY~ zuqYvW!e(~v^E|OCpbv-XO7K2!?3(K5k(hF7$g>&z=3!j>Kb~ZTY0cli6l|y#3QGz_ zvuZQV7Eq~vStJ&*=Yi_JB7AG%kI56$5pge^;mDNcAE!sldZ4qnCTvuC4)so{H_r)2 z%@WhXpZM6AnY#3Hkiah;pb_8)GQ_IS#9v-K;fo!HrCl0TB{TMtc*z)(l}2~mu9nJZ zd>*RP?z`Rwip`#2n~LL7;f(~~xkHOhH?(ST3{~XE;EtalvqbR$OW^$z9_$ZGzCAqu z0>>oQR!f~vjHd-x8CfOBZ0yaMgQxu@nIh&Wbh&`HpH*nC&gUmIq=!23nFfgK6{9`C zaXAnK5gd(}0PxAMlW2+H35X`E8;~f2Jt&6 zTLGJ{!c4vlZ>V|FBhKK-=-p)%c-bN^135)Ab}%#qJc@7g8Xp55O}TSat?82p^L1TN z7ZXJi!57F^A;swJ7410B%DFQX>@0&=-Ig66iTx%3mb}07o-wmpnSjWG=rOVIy<%=1 z=W&;v@+738u>@+~d1C=5xRavOU$V#qa2LpcefH7EOoJ)?3T2Pp(=XCQ+{2zgD1+&0w6_lx2JW0;V!pj zK$T1Pw8K#6{!VOavCaF+BK|<^nXaMx*`7UW1UVb-BSAzoeqXPMp66~B@(tAk^8JgQ zD&)%WH!mL!Pukfkt1NBQ*Wk9J#podeb4+oC*h{=zks3MWeMsh=*IJ&_T5HoxK-M`8CCHoN_CSJ} z*t}BJfzflR-0WWO&2qqq-OMkdA#!j^f?wVfI2qGZqLeu1NAP1qwz}^bz!qbuD2Pv! z{62KqE7M&LuRtg7y}52)*cj<|_Z@4_Azd@@q}-PmO1FG)HTy&U!OLxx;ch25y+Sii z)2Pa*^D@YsY|BurdmB-kP0>r?4BV|6!gy~RWoS2R-#dng&6y?KlZ*7LIeb5j9RDz5G2dV`lj*)Bwr!-?K2@ zJXk&o@QFWInWF6BE(12#86TQn5-sT&CzoMx&)o>WqSSfHt;AbFr6?mM$f6scM59}Z z7necgZ^R3r%gR^>xoZ_m#|iTqpem?SLKUtSRcZ4QOOzU#j++r6A&f zEu?!(`@(`S8NPC&{cP{EisF@-^Mn5EyW2fKfR>6eXSn1piUI8IPB_!SO7xe#`WmAN zs!cJga+R01V6eRXSW4(DD^$D)Ui3PVq1+A(@&-{G5si=RIQf} zW~-|ZgV1U(Bg`B3n#&Az_}|tIBxzcU0~>nPJ61!CrJ97f=R1L5xj{U}8Qxzs^r?|n z>P$Wq-^5R+oy4+I0?6cV3z2^#lzv*6FV+^&R@rO~*qUNaWa`BQScmX>ZZ$b-C;p!)d)#`L5eh)XQE`AJ7ofAgrmm&Yirh;@SWrGgh%3^D=9UpwA_~FKx{_@U3jqQlACVbz2gr9c z^1$lu)9*Grj9hTlrGq#JPd$5_S=qd$-9v@d_!Fg;|V(Vtv@v0 z=Pg~evet#?x8FFxp$PCj-62BL4z=?z1+uqhC#6wH8mjFXGl{|&O1{vUIi-Z6x=j5X zxec9zbjn@6u_CH2gu&GCA-xj;9ehhxR6VdY%Kwl&YQ=Jre)hD``-W2}`f6L};6D`Q z>}MEgd!SFk)wNP2fy~UbEesExYKBGJo^VpeUUkO#HTSu7N7?g$y$P<)GBv2 zC-{tNSQuDjgn&3FT^eck>VDx%JAqCb0-Nwe;(zE`EFr$)Q^rMZX0Z?LSa8B66T=7d z;4l<=3JocZ0yEz#EWU5mzHGzQ8>~MPYeIlmcV}XpjcWY$f)xohJR0mCvY+5VKxtgB zAm>Y!)K_Yi_9*r0yqLKa=ArK+Vvfq=hlqQMo}3I|;;;p2zuO3!8&mLQQDT(}923O# z@Ff=SRpm~39;KAWrS3cg9TJ>-TE^9bn;Ew=!bw@Dlb-F$eO96oYe(lUeSUqv*O5nrnT+W%%p+PC4XV(U-#sf8C6y=tbNkey(O zN&4O@IZZS_1wb{`3WuPG!rgItvr8(HxDowD3?&jVlWc&_Lq<31I#s>EH5FCNx-_ul zy^3eGBZ!xd7tCxwt+9+AT}kzv5uv`hYqhZih4u<9KaJHk;=m%F|9vaCO zEDT%uZHidQfel!zxe}l8p24hc3!YD*v_F|d-v`PE$jh3_&E~0XAh*(3KiQtI{bC0B zoUp*aXl>5o*Sg2(Y4IG^5SMJY=3epXQLUTWeECKYZ}EOzP_izA|zYe1VXk+&kpkP1$MTxirkLb)Fe!ZM}DaADBfE-RdQ!R7>+xY_L}7}$`;Ey?in5MnaJqv=*d zNns^I%WPJ461pk`RY4b$o4PIC(pO2kXZ6G6&&8R|7=%Y=jIjzSobdrGW=^qpb(7Xp z!8p)WGqE9^9cb<*u3Sf~qa3?utMj%s-s-M&nht4~H|D3)6}{*YpZ2_v5c++fzaY!@ zYxgPBAQQHaxEWQwRdcbOcq{CNN7)A>e^@lxAfKZKi7!0o^YrWW0? zar9$vlVvY`L4|yd4+kg=R-m0r3UzKr-$WP#mE*GFg^hh_*R+BB4dLAT36af*aQ|L_ zLLgo(IhE0unP3lycob#41|bPJqZT3+5JI9_@>vuotVK4KksuF?`g#x@G)DnFP`kUj zIUvCW6)C=Yd$z|W+}VlkRHL)wmN?u>KLW|W6oNk;lCV_)zuZkC_<^ZDLYz_Xx@Mr@ zE6n9V#O4jXDT+HokHf7CE%=~<>m4~xmk#=>9|tt!E|BR{#rm3FG-0Pm33(pE*1#$lb`ii;b=dDo^UW#w*-Z< zjr4xgw|4ort9-~0Lahyy|I7sCXI{NSw%d7CY_OXZ^h6z}$xr(tU0+|X_G(vEZ3*V5 zpG)6s!;_q}ByZc0pSb-xW=T%AeH@K7I0LWo{fZ~>_d+wExY^MGcPb>oI?k5{Lf3h* z3_>h{H&l3PDuDnsS!EBB3XqZVb0-k5g3^CJBMG1`$-RtL5ulYnquzA+3u%`M{@Vtb zK8`dGCQzutorrLf);7nzrJxKz5>W(6^ein=MuVybsO_~n>oz8T57je2TKU? z^X_Jh|H=8FYXAJ0KCx8dXQ5$$a77DyuQ^oP-I5z4)i58`8$-1bYFd^2^P<%@)1cW9 z_cdJ=1VNq;IY;v>XNj*I9|^Zb(TQ-i_5l9dGVoV6?rZEJ1v@OG)i=`P{7**X%o@nVRBB^_9=0=$@FhlL*H*MWGEz~ zUJzkURFXk^%7X<9j@F>AWTsE5JVMgaFqDF3A6QYHl?;+S=zT(7Sg^2rG47P9grxeE zUVkk1-7DF2>#MFodWTTK?#xRhdg-t7AS3fLQ|t9#;e9-l*L^cEu27{K%mR~#a60+qSvzU* z>G*uBeb#^etZrQBHyDpSoI57{Co(0zb5z7qx3M>?up0}1EBUiQ0%1AOW`A$N0}`pq zg&T?HqAGl>zW=GYn+Odv*nK#PNnP`uqvYq#mte@sQp1lpdz4an8j}yA`f$Yz7r$z& zHpsfSJ~w$JS7VRZKHT-miCz!%pVgA^w!f@`63lK@+L(WVo!^%hX%{sS>9bI8u6a0` z+sqjX>%j@~tGL_9)<|;RH<2zs;rUZuu@5h2xddntgob_+p&pnwzjMZY9`1K+>v-l#$X<$r|h+K@nQtr(t%K;tfIZyM=?;L=Pe!KTb1zIAWtvj%m5KI_&`iL3S2;QXpWm3_P6! zRL0+gF?n?C-Oqm^Ug(j2*4llAZfnm@mV9Jcn5{54C00A@T9I-_=Z@-gC)Bo!pcZ9Z zmDaRLUHAw)B(B>4aYIM)B*c^8*ZIg1@k%vyE}@>}ET14pLO1&R$k+Y!j&VYvVOfdr zkYMM`KK;~k`iWAX&h~b9moq-0@n{*}q`Nl!S@pV^YC}rpFE2Ww`YbMJR;2I~xgUG2xZZl)bZEL1g z+)Whj>33@?wAW3PxNpWnjKyipo=$xR4Z>{b>eg)qd z$A(EOZxM4V)0v{GnF(_pyp6lR;-PmtVWi)gS4!J?NqEA&en*kACgZy|o>!5|$Gi#c zM1sxhDVNjFH)&&O_?1O1Gr8?ce;X%CbX0l)282T%G;iWYE3Q+?}UMW#Y7_Z1G@75KA*gx_t$c z{p}8bgH-}`4S~wzXU3rjwuRP3=e$+~pdFP`8}`yyl=BSR-b|5LtmwrWAs%t8EQctnHIYLLM7eI=#gP#2X;=&lQXbFFY?>ML$ z>2BKzf#ADNYp`UP@t{E2<_=Ikp(ShhJfLAP>Ak_%9sw1f(8KBY`hPyh>*rs!V%r$E zbOMa1OYWDZD11H#Eai25bNhb*E*a70NtQE><;h{Qs&JP+Wrz%MrCBvWlXUes0Zkdi z(U)zD>Ew#%Ja_$btpVzlbY3B(i|BzQh{4>djcws*c(@9oF)O2mE~)Ef&sJKIDrHG3 zq%J=xQ=hl^;boTp)D;^uEOCn$F+b{4G}&ZXb7!Kh5M&$DzHh1kAru^vg+W6FT6)c| zTp3$UKoqVKj|aEJ%JvH4G@aP=$b`iF|2j(VzYTL96k_^MvvoK_Xu zRdNiO(&l?0@1eQsWKTp(Z#6HJ;ww(7R?V2XTH12kBcUK9EmNK&sr+_)r+2f6FER3* zC>Z8mQ@3*Y{0P~MugNYT*_V-}CR~eS@-3lrTpS0j{M@lPIqI9)1TprYSDiwu&0;%Y z(HauuZsu2$cjIv(!kcXKkH}Uo>qrb6Nt3Nh3F9%*N@gvf;w2fF%?$bJ&ycfaj@)=? zSGfhp@yl1OCgsJj5=!Ce3FhunI(f<>W=QKnS-5ZFge`}^l%J#GCJqbt$_sQvp3OAd zA0O|xOkx3YAb+n2;!Ir%Afttm4E4;Fkhjp$jj%votI^#w$wwK7i=AOQ@X0_OFtK1U zp(U9tXlOFp831}wD_fC~X$fZHsb>cl4e3G$*nm^I4BHueV~dc|`o z9&S;X_8ebd<=O;}75Ig~qq0s33sk99u?RgpcYNJT$T?TA>&{0?SM zrg{X@XW-vQNVA*1cGD>{zq1%zIdcEDl$pn`b%oKjgkFRn73Wu$2q zWaD$S!b?80Y`4|;YO-hMH;~xD&S%}=A$bMu5ij)dW}*%N{#EEGqaB#v5rU|y7D!|W z9mN9zinw8J`knI$ufPraiX~K|KI!wU zWS`KWz@HiEz%U?j<(S>*)+K0eGxBttTE4$V1?u^{J%$nEV0bdrCTp7^kcm}I-r;=9 z;G?&ppum_?M4-_vGT5r2f|Cg2SThyl8}|+_58pGt$&UqEs!Iszdt1{+Y-pDTR7Uq@ zG(n8fp@72Kg)6R@+Q*x~whL#x24V%t%FeHgy;aZyHuOXoUJ)&10AjrgdB1P zc)^n>5~*&3Et1P-Fdw$8Zjr1EWyjZ&w4bBMNuNBFQemx-mY5BRKh!171{p{$+QSBy zB>_1Bw6Z#gLZf_sENHL(=xmFpF4X64oWEs0u>TmNcK>hQRC-L)$I*klAooYylyRHJ zJ;$+z^(V2qxmq(A3kvJ+$tBZG>qf+_4I#h7si71Fu!lWPk+N6#e39x$ZiuF4@NT%K zp<3MHUh`D`-e4Wz!=RRWs~5FB=I)cDjt%y6YOh{#bTzA*v-)wm;<}93XKQc~Z!p2);I0DsEdyTu7LB!uc)JzPS<(dj1P!mQO zB)@}e%*}w08lt{rW@4x8(Bg*WD;khj_I!PF@eou|iQ};}#`gdwKAvZ&z*NtV`e-Vx zkXC@LhZ6}MWz+e#WR3m2T@+gaQewP{`Qn4&#}cIgrQ`>GATZt&*6D`1Wow|n0HnX# zzv+WE+1E&ahs-{XZwS5eYSpRVT_KtD-6=$&v49!efPsa=*R*6aG zB-s9V4P}u6LsweLBBeW@f)<`%;MNmHhIXPBICBd+wltViQ*C7`*EiO1#Y<8i?HvY! zjm{I)_~?XB)>N2X9qlRMx2&;lyOyA)3u)Vd)`tveG`P>ms7Q-T>g&2(bUdX#kBOlM z5`^Zj0ob|v?q@+Fx{_@zxk0zCP|@p4)udzG$WAWT)9SQtVneQlfN`R@)=0;WVxOyc zPuG*#)96aGY>ri?&o97l>W_JgZsLru>!PrP(D~^DB{AhpQXvkq2R!SHoinsBN|3FO zZQK8`ZQHhO+qP}nwr$(C?elK()|y~~i8`p&Nhe*kYu8s`2ccs`)vidA8Uk=H82*#S zJ!6~;<%m|ZL5pP3PC!MHa`LgD=MxaaR!IU`Irr0?>F3vKy#iZWVa<&7vn!_oXN$HM ztYch#M7f(k=R>cu6{@kQ$&9K4r;C^KkkA{Y>Zw^=6)6v^p;5niDO_)rfqGvz)qRkW z%4~F0{k%w7eU6&hhC%(5p5dab>_@hULUR8Eo#&CdV+mWxJg1GWh}XuM?r?#;uDWvpD;*rmUp>vjPQdXDNmSwV))#X1OJKFG3BBC4M0#^^z{PZz+p~3=81VQ}*3q z1Ss`wnEIWvJMF44Ck4P`bQK}MRmRq;xGy{ppSRHz;1m1zrkzxKtj7eT?XhqrtG`MK zVhr7qPY4f$eO{fO$ohft1yl{&KbnXBxEsDN3BMx1bT^`JyP>GiR<0(5EJ%z;3OEQv zFDuXSPzxQ)WW+9p(*z^JQ#kctk}xL*>;Be&ro`Zd>ZH}@gb4mCNerwoM=$`6V$T4> z+sCOViXBSiWz%<_w}P}`Ad+YYcM9V$x@YSs7qbIRfq(-8N||2-{YBN6ptN@JDF*K1|Bd#okFXsDwn)UYFi)%b_2$rZ zEA9+AWJRzk`1~Ss9FNYzUKuWI)~L_%rjv-9anm{rZh1*DS~pZpuc9lzNW%NdkvXb- zbrqc3u+Y6%bi4TFEU9Wv%yOK)LWd{QO+}H759lzrxwsWSPG%C%PhP}VMv)35lN6Ho zMGP2TnP1v8sEGv)7?Ich0#gPeX??pxo1Iw?h=@5eG)t+D3cD?mW8j2x%7}MA7jFQL z&vK5L`=JhxTc`oX2*$jUNaD9vBoMU|u*~YB;(6^`1{Nfb^?=Y`K$}Axiq>}9YE062 z75c-^MxG_yjA4mAR&kU9_y9uU9`RU;(ag{X*OMM+)pv)Kg2c>*@TS@IY7sypk@hIb zOA7F3bjCuoG#a4&=as9CIgI|@K+#wgnV|a_LSUz4+%klKKn;nEYNyJu6iLhcky3JY-OTUT@?m-+8OD_?T}-bmsW9n5mW@T3l-1K>rj- zHQdlt!@7MXs#jyLitb!NkX&f76Ls*5b~GZNL&kugLnTey34A-;3bJl4o^7X4XC5Ew ze3)KB{5~>?Px=upF=mRy#2e>cseucBWwDyhLa9LT#~}+ciO_>SR=~1^ZPc^P#KTKr zf5p@5JVkDQ2@@83jqQ`b8;L*G7?lTbkZ?azd|m?VFpqV;(Jbq{bu#?W58Tlf{^Uqn z>cK@AM88yRZnaYpgA(_=>zb7ShJOq;yNK7@=kwEqd9wltPInWps~B)gm2y} z{7YZJI8?ERs>wJtj~S3HoR<eR zzEP~p0W(YPt%GZOdfGo+PG0G4B24R3?1voT=S}YU6_Dywy zuP6mW0rl8!8ipDW3toSGGCO)|V=Uu0t4x9Xj7Tv3_Vu$J9`5bpzDjbJyjhe=8m~v3;YC=>Q(YIf5DcLEDk~88oaM?%y~U$A4`q+4xBu z(;&x=XXQHX9-0Vt1!k0DzYyk`aSK6_e%4p^4JNI)#W*)yf$k#O!8Xq?bl)cp?f{>C zGT#ZZIr_=JMu-y1b{OqdsF;w+e!q{lt;z%5+4)h%f7s_awb5)>?63|ae2E6Sm zfPh{P+Kov|UxLcrwP3we^wX+WOTh_<(5dlpZpWZ$75@g@MeKjX|8GoZYBU$YcHi%B zCBAptVKQ^M8mT`0y1k*fCT$EmBu~?8K7&>DD%(vlo8sQJ>*Wg?z6R|!7{_HpEL4=8 zk&$cR0?N6jHyk<^L{`-B4(gFmS>|MC6yw!K*sPrzGxS27i5C}IYj@C*elgY5{`KGO zmS!&GvjsSI{Uh+pdUabl8gO`oIpnODP0yi%b8ABOcwD_s7_Lz9mPh%@iQfni@U88r zp=R&6#NK<1K@DDw+znH2(@Zn!v&2NhGb$Rp(4uE<7laae=$2#?O+y!*0&pF^n;79D zCdCLo1PTU-ey=;2X z-t7&`DfBr{WEGIkl8;I>+X@n73GAo?qKA@;Sd@9FhW+M*7o^dJ4M^+7%6s|Rim{oX zD_$Fbt4*5jZxK@(VbTs1kwNO>aVK^yZKcwm5ND+g(my)_IS&zArAT^G47z;Gv^R8w z(WS}|bOjGLdhMaCZm!aD$aK|D5MC6%f|8bdh@SQdnnis=rvT9I8{XvE*~b5zXA3Wo z5V)p^i#eFXlS^0$7Inw14;1X8ZF60=Vnr9ofT29a?;*c1uOY3DV!|8hS^VjUSZP=a z*~lweNUvcUP6ERzE}P9Lpv{g^XCOLH944QU*yM=Wt4&ANvw=xxJW73JhI>aE?a`8b9)@AWl z{^C|GW2uF!zSv&asGv;`q;~D9u~L5^2>ot~a0*BsbB_jN%S??`hdHSyj&Qm2RC)*C zQodXRE<;6Km*0vyBq4KYBO6O_1Bc@vLX zme3S}tKeYvy2gc=2p@9WqHrv9Kt|Wc^(dhT$Npbv$cjCO^Dal?b)LLE(fb2n_8+#A}960S%~!4}k+KoO?0rL<1eQcJ~z z=MS6?F6{fg2p)>hTPEf**2}ddw&hVKX8kTigF>9ejE_wrD|i}_`-GOvE4pbrSwUCP zEeb}sS7%vls5Qw5f_KYlmeYp}0nmwZ5}eq@)g}=5cl}G*q>3TFn5Z> z(PFVRk0&wQ4U@!0j60rlm6v$T?Mb0dl{T(W{zI{!$4FMHwg>Af{j+89{#^hE)AmkQ z!m(6oCa>kuKKH_T0UF?#9TnuV!3dB`<5+Nt%}hv^gSP*v_onbfOYs^Sh!p_8i)j?o z(1~QS_$-21Y?oV_^f}c|-k=RAORjc_6#m351(Lc){}zTP<%xxICxIlmxng!PkjrHm zZJ9@X&L~1akdzLju=(rNP&iKN__7t@0`PX%H)R2(qM0y-kQk>rQMdSk4w6wper-5Q zspYgIzGj?W>`)z;EqiplfzCtLtDT<=U_+3;ipB15>bw?og1Rvlz*2I%Hricv)o$x- zV50Vy(Y#)bECe&joP3u2PJ zz13R1acJX?B)eZE|0ptT@rIWfCy+0L+W%uK2{t(aiL%cnHSXAA*IWyI9XN~eh4uGV z*E~yLy{j1HFq)$jaKua{Y%3togZ_t01pJ;FO{Xwr(m=;K{mA$Ho_6-#+y8l169jS9 zT&pijvt@f$W)FER>;60(@3zTIg>yzL?ZN$`xFz2Q&w_EF^P!IUh!Ll+SRZeLiq=tF z<*0XJzW+V>fYq!xAF&J95vfP};-W0(PT3!iuNZBf4GWaW34`bq9MplelUUaJhRbLb zJAv)hDT=WNNj9^)N6{j1sOAg2HP`SokIA)9N{Wq&0Kuf|lI5>3@qh{@{FfEqz?Ya7 zi%2A_A>w-9#1GsVg6b_elj!W5dB5RxY8T?OefEPTK`js)U;e?NbK%`;1@G)NTHvN; z=Sr`=guB@w`W6wW5f!)UPWN3Cz5H~5OlbmXF73%&sw&eg2E*LAZ9WAL{DVgm=)NbY zD$sDw!Ebd1IGO5qy0ioG04B8T{vA{C&XjzH<5(%6;f-~ zB%p9Gnx)F3)K^R4ujv-U!ISQw^MlAlCpuvc;!3N$dODM@P%8|I0U*NKl%saY-^x*r z-kKZ44t0*6O`;M)K$vCXhbjn^zqRcmE@oiAr$S8sr9P^xGldwhuIyc%sUru`NUaVi z8|Usjw;K8{UKs8CZYFO*oBs^k@5o_3)5{_!VV zbgd1wvz>0Q?@NcT*1cVnJ_B-oQ>dwRKB<=1o4Y`Oq@oo=TUAGT%d(?iofpe_O`YV( zpE4SdAaWw3+`*L347;F6I+&>!@ zU%A%SXW2rvIm7PoL>jCa;`fj_T~I6TA0bxK0C=-chT=5xc%28zu6yi3C=kFn&zoT3 zkMhy3l>Ray<)jXuL&)0YLaQ#)Z1V$vZN~@)Pm}VsO5cg{f8XRzDZ{yC-ze3zxm6OZ z0C20zAu{LIUAP5ZAlLJ8lrUqXT>S`|UHZf&G z)?ZdmcU&fBuUjkLQ4i#Hqe)L`rK;Dfof80KB^G99_smR_K!A#Uw(ArE(~{C2jDr%M zlDGk5q^_tF-Y#iBJ*{&&aLb=a5&D|U!QFQ58=Q8EZ+fh0)z=RAZp&S0U4D3+y zc4I)Epuv!0OT$*U0L3_S)}t9lu26|)6PQ7fd>yB}$1p!!zcP$Tmw~hGTW2XY{L-lp z1v;yOTdf-7jBsPoiMyiS{Z(FATikc`e5c%FZT7Pora=WK?KInIk*-dF4X4z9WLF?H zQ2^3)_00((R1euHy`&;#*IKRQ;LEBZ%Ca3Zz7Xq%yck%u(8#jxVwZ7w9`{IKt;5dA zvT^%^1+Isn>57Tja_Z(>NM9`Yl^zEkjHd|dCfxB+aERw2okv*Zs2TP4P8mKOl|mVD z<^v$I%z3`?Uw@+;jMFTLGL*Fthw$3D}+{^4eRiEO^^G*#8l*A#M?v)sJp(X$J_!?V)K0c4*iKXxc&C{y5LN zy_{}+?(Wo3n2k2mt*SfLHdXi~Dyv7yEiLU}k{jEc42(?-4}iz1$~U*LHX0h~D}iQo zY@)LPtfi@`aqg3o4`uoPTW{#a1xbuffbYLG0+erj2s8;QQeS^Rs036T;L1-Hzl5TH z4Ji-MiBaLj37`SUEb0en;$?;|YD8=nk8N&dYXM#iS`xm+<<6;*snz~nJ1{%`-nDpV z%|Pm3oe8(>~ONm&J0 zyo%C-ylR0l0II5klYO1*M~?2$@)Bzi1^`k)#6N}^Fpn|rtwuX9Q^4kj*K-C|6eq!U1?Z)rrKRq4hzKlh_G9#(yMh^r43mP3A zocF(s)6I?4NzDwM)QilC6g;c%Q>m@q8LWMaO9PlcPnI8hUvIE|Gb8ZWxdGr;XaB7h z;Fw0n-*vWsPeSq4kIP0tF))$eHO-F=3~BJhO(v^v2ym8v-)~+WgX1rSs;-(EzMiGA z*$HqHb0fnaNGDobI|ne-Z-al2U+JFMuZ7kWUNa*%rmZgF z%kM5dA*ZTojj#D*&LnGni$jaEi~Uar5rV#{8SwXZ_v0;BWAn#E2|*<}AyHY$EEya& z7q=*oM;w=n6dgXTuh4G|IVJuK_`cpAP~C$AfI6QrrI`t}t*r&r{BxnPyqjacUIJv-#;peYJTl2FZNIPzIq!# zNeUT#zB~vI{k^YpYCU5E*!_<+i1Q=u$}iOav`#Dq?KwMhb8EvLNIJmueme4%Ha{W% zGyWFUKcmj}@F4X%N|U3pqrfTnZ1rM+Xu{|FF*R`Ed$=YQD_K|i8@W7zp&MDvpdCl)t8 z$Z?s%EH2y9>VSnqtX>bbD z7kG%okxzUCl7JaLg79zrnub8tx46mb{Fn8=1F(_JEx`W{n&E>u?BpwbkWN@@e^Wn@ z6a63jt39%*zL|VdT>dPhKQSq|`A%GG{x+jn0feTen1rSgJ|upZzvLs3nw613 z$agU!*?3ag+t)vFfED{6aFCYk*Z*#<|KKM9PQJc_gQUEDgM(Duy`X>38Hsbze$0^#QW4ffqx0wA0NG6(2owy_<+ zH%MB+d|i@h(5rySOiVpj0co8FSpzLAjw*8j)(YREVam7D*K-ggRnF`F^5pgEN#^T3 zfKMV&XRW=Y9#2kKDWN9V5c7fZ0U1jyG~mdP#^g(fjQBUoGHwcOWP9Hr#b!*e2CEwS zkFF=M+j*@CQEv@nZ<&1*1TeTU!h(53?&j; zD>F9eoI0Q*5338TPf;{cca!K*D)vLP|5vb*4&XL%R05J@0?{U*+Hn`dt%;0eEDMNJ z&_eT5E6T#0PQ^j&G-F+8l+cn*yl}0D>eTxrMjm3@08IJ8QNRx51w9{NhG(S?!LaF@ATo3-WZK?aR7&X0|( zAEy1_^p$rCvJIb8`XWs+bf+L5d|q@1Na0OM#wYu6@6sm*X!$s~zpWj%&w?Lo%X}*w zzC-!AZN?;SPTUbU%rx`3h$WLp!aicREM!V4%r!-SSquvABG*`hXaV+Dxz`vr?v_BXpv zI5M$=ujc0v?$hBM5Fn6#Q$F){j{56l#xz{3uQKo&k7a%w+o^3jgQXlbcaRpY)t4Fs-EZq;ecB%$J zsjFb~xs~sdHO&yKJRrmWkF_i|rUZg-_cT&aX+>suH#%~eHXwlVFEw^@*-8~TV>^LU zOR35R+&5}ilqkUNr0{^y*=+3_;50R0Vs*9!PqGg3si9|>Jsi_i;8-AaLK`fZT4d;k z2r^CR$)BjTYHRbW&22b-$!0l71k$AKKkjG%O8AbcuQYT;$rvzEE+Q@E$Hjo9d#17}hTamuRz(6sKV-pwqq zIokUZhvOo-w2`?_rye?%43`v1VYR_G{MOVv1*?kg&=q8L4>p5rzZj~&n+7jeZ;G`B zp#LCf;7nKJ-AfKw+jnqe?jECDc8E$8NC^-RRrS-zGB0d;E;zNWY*EpMacRSgT9^bd z51YS2kc*yfh+MjDkHzDvc^P7lT-qB06>Yf>59kakY@Lr2QJL3iwXOPa#ch9jV8cQ7 zE(HrOe;C}w4}mV>m+I)hhK*%z(X@DeG=SUp8IfnHz`@Z^;gxh z=(Us}99GND+_$&uSq*2tS(h%Qmd`d>t{bQZ0IaWh8iF|DoL@dUfH z>5V=RIo|HLT%^~j2;TknB$;HWw6xeztMeD8+w^O9(Mv3`kjrRnXM5`I{VVslZceIO zd$Gii$=Gq$5LFA_k~U3lFUT9dnLAUwv&$8y!+gzIRbVkC!Tr=@^)VA3Ue6>6@x5>2 z+LjTLcqqlimD!{@Lw@Z-RM%tfmd|`;BX`Axnn=wNswBHZAVJsZp}?%`gxYei9U`%@KeC+9l8FhIiXxwd9{}n7EcC#u zi;p&g@MR$t%23*=$%+KghNqH7{U4$GJZQ6FL?x*+QU%Vn!aNrlspuqSU`-PRuM0W}eu2L#liMLvugu>%==?~l1-7TwF z_q$e0E)F)VTqJ;uMOE8*kMR(=q({}sXv<4!A_s?>EAf09LA**$fOou(pvaf2BFl;?Vc z8xBRpE3(`qn8=sm0vfd>@ioRt*{WhfWX2rds+`bQd>GUaVy;0jrmemZQ}F?RQTbQLl%cFo~N~S{bSuK-6gehwep!QwIeupvw{uRMu%1; zSaO}CR$74(^D~}&a3T?RF>JFB(2=KXxwWOl32rgq-&cz*CScOx*0^;fnnzIe=EK)g z_MW))(4!&UXu+=^(Ua?}mWJd(zK-a6iVUvAYRP#&^kfPFh0CIU{ReUBt$#YNJ4k05 zs)rHudd6XEykdBmWv+Nv_)=4JL8ddGCG7y5w%0kndEnpGPEQ!N;Fymnw`I@NhQ6kd zZGo^M+Kv|KU4!_ev72thbx@^-{;=r*0(7AK*>nOr%vj0r5G{QmJ)s{q@rB0q8BMR` zF(;4tjDtd|^xM78kqvMZbP?Ky0B>+0?{?Y(-tiB;xmd*Ahf0gokP^M>7->!k@!R}I zQ&0d6+B^DQ5(hSMjI}w-sij?u+Lpoy8Ku3});GYLg^AJ_Sf%%@H@jIamFj+DwrCVw z%xLYXUOR~0%>kWx&?H4p7{%r{P}Lh!%KMrmL%op+YE!`IHmqYymn}@f7dwlh7{`hq z;K$jiqa(5lWHXGZbne0rwyPCVW(BW8>_Ogn|6BR-5OioH3y@k z_IXzp;Y~(0xxxe)%rV0t1^;O|eO35M+b~u=sNVKfw9d-i+VP;EGeNg@?s_z&mr{cM zT6&1c-B8>E;mY{>3rtL2ak$Q8FhVLw`=blh^ZZVaE3<7$M{aA`e|bp|PXp?GjIuJd|XWZ|lQZo+0ywbS>}sqYn1cLfsOB?sl3S^lnt zf&WaA!*Xh=9`A)vordE@T7)f2L+B9IX4G1ji$Bru($A~Nq4k=5FufM)`!j0pjo54w zRz?Zx{Y6NBiboEfY-b21#;=95tpTP_OUWN*Olu&6+I2DpRTC39+~8#$iWw{JNWf zd5X!qp3Y=VpwUZdvlRQ!I}qa}wP@||4yWG2*y{rGp_ z_cK_?tT__f#xSx;m4VROD1|V7+-dM93Ml6v#UjjwR@ib8 z*X~pC+~Ws=nX8Qt!HsiYj{x_}HmFr(0mmibeK?&eD&#b^M6L{b!V2 z$&PlgJgy2+jNvy@%du|CL_bnHkkOFJ7%mPvN~3a;w`)X+V9B)H*Fi+P5AN7%5bff| z>HK8aptgC7(QtuE0n;KH=Pb<%pU>Mh96-M&RFKr_7a3J_rDd4KzM+^wjb|=cF#l1j zf?4%P?}lV_ExA3sOq2a#pYW}p(Oc&!hXmDr3{E>y(>|5Oo4$4(_)XEKuo*BC?BaKO zL1qL#cEjMU=G7SJ6vKRDL)Lw<5pKu7sljDljsgmXl8-}>dbV1Q@T-YiI+xClvG%-njugO9Vp1q3Q= zC&;M_-ghs$i|#f77{C2i-2Ict>c&FY_+RlzdK(|62H7jmG_ClPNay6{-bJ%6kLNHE z=s_$0+v`y?eUKLWWn;j&m<(XZF}hHdTak<)oF;0kuwBVA2`0pM&9;}bwYH%vi`UbH zs9Hn&0fUF!3968gXRrs5rE+W#0`^%w?xfm3_EO8eOj{w`f6Wi-P@6(fR*pUJ-qh-) zefu#CWesx{5?<#K(3FR#i!G1a<`FfHH{Cr{lQXdla@jRDu>OdL%hk>4l~sqqp_(NI zZ7BxwjgCjwtm)3|ONM+EOlCR0d0hw6t8bpqzV}Ht}vha>3Ed&J`;pu=De=8y(g??Iuu-%9U27xmxFn*iq20i> z+qFdaocHE)7}^ykGHN7+tF1Ydzg?3a^J`g+vUv5<;~c67#bUz8Il#`0F%B_LFv1lC zFVAJ|(=k&;p{i|JD80gsI8;gy$gSg^?DJ+X~fz?*rdx-RCu+WBSpA=ib)r z&A3odhWajBu1rnGJUfwicCoiy8mG--Zb(n)?3R_UBx@S!(h=z~V`g!Uq%LzA`hUy6 zOd&lab{P~;lg^*?Ad+=R5=>MHq&jCuqTJZ_<}P+lV&F;R)aG}}71PYL*XV)9A=1-B z+llWSObFLSWRfoyntQntQlANyxj?C|pJ4u)?E+ALi>qlxx~J=x`{m2O6vHSY*Ul!t zHph{n+cBg<;Ff{}_hTl0h;=)7r%w}h)7ez_$Q`o*yml*Lamz?|d&ua6nSxSO!PeTN z@$SvD5XXAh<*qt9y>4af4P`917X+Sd^HeF+Q5!%a65O>?m(nQp#aU$hgJXidRADhk^5rEu05Z>?HLBCvxM0j_} zZo1diUzU+nz$DsV9FtS4W`5%2>~q||qvepx#L+b9i(7$m%^F6X*WwA=_*(R73b5Wq znm(2GxA6AKK7I~~x-dj|**Ds1N|+=XK-|&mY@)Z{@>_6c-MTd1^=* z%+1r4QAgKR{Aj}fEsHZEtgMnZ2On2Y^)Ho#`X)^^PQ62%s-#pd@Fu^lTA*KsuFez6 zJ7;Zc70n%W!-9%vw&_Vg3BlE=e}Cp_B<7_W?BfbaI?bLIwMVkJn^~mQPIh%aV1E{B z-N+PXF90!j*G@i%6&MGg!H6}A5F z$blNIfY{7qFtKmy{yTm7TCJRanA|b!3N<+S1t%}yCE%ghgHd_}jOBjHy+E)55`Xq= zCNSCVu4JljMULyavsGKU-jcTda76X{IjXuTt9(ezht1D6+&Xt&a{I=psb68|Q-+q) zK4RmT=U{k=CFRhN8)-K2f*DX03Hu`GSHSV&1DUQcS(@F4u~Ak=5?1LJ7vJOaro3@z zdM+JLv0O@Aum{yw$M5k$*#_T-QOASs;9o*$>B$Cf(fWJfb3@3m8eR<5wTi1Y+Ywmz zSl1mmS&8;^*suRIQCcXzQun{zkbdL!=mN{N`HN6_V2$uoiD8?-;wtmg#;KR@c@Wbpu;&2E>)d@GsT_?mAL6Sg( zOg=LB5TeX9S4dh9LW0gQ>P6LYng*t~T@nWs;e6wG>VE5ylMBw|lVf@+3%+O26_H&P zd~YhgN8E=mJqM^_2sBZ_M%`UtPvQ(`2AFRk-#UL0<~utf`)oIbUn_cdDcw2nI|wbY zXrt{)7!L_f+R2>2!sxrcsWp`M^nURsIM`HT|Fl>z5b`6nB{@|c#hrsCHOT$Xgi}bRC ziCg70H!6GVP02r$OvvThC9GAYW6R!fBx%$E+PBM=ul zTGvMA?N)`+_O~vo&!%V~`tv!*0afNi-_%{sHSR?v3=rAB0-g1aQ!-TZ=IezTn19Pv z7FE$UT$`1cu`Q?G3<56^V(;tFSeu@Iukbq8G_u^5GkipRl&WB7i8pgzpkfIXe$Ydz zs#AMBdqXP6Y1v(4zfXKE7%@^&CZhFhggz1Y!p#PiUzvYB`-|FwFL3xh#jeY{8ScuZ7;4Cnc2r6v(V3 zl5jv468}TkTdvySX9&#{!;MkD_^AJvVG!Wb!K3f8DQsK8ADG{7VGe!tM+H|bH?Eiw zf;DBN@ikeObBf?v!LM}>NV40|I8wLC<+a5SLL0-@r7K4(VH@2| zmZL`w7?*n@u;N7f0eQ`(m}MPX7C@T80Y(@Yofrh!txtUo{$m=;2w}r4wTX@`Fvk*@ z*bOa3K^is29bT{8z1{D;SP%%gk$hDY+RzJGf@E6dUBA&ka{3<1ACQ%X#lZ>7tlIQ( z)-oP5KFIRp`f(AQ=1JXK7 z3c%~K)lL_WNNs}DPI6(Amj;F5+Z>GirHaL5gi@))Zrw=xKy!_SpGm%@!qqIzb3Y;% zRskk6EVFnfL+pMBV(WBiED(jtJFrWaII`oxhFONA9>MFO9ktjUi=XZ_->%0IU<)a9 z!?L-VS%Ey6f2s=E5v|}Fl4I?5p5UAsd!CY5XfM}g#y!op8qT0xI2dD9?iuitZ~Tqj z2IyT7peTN>V5wyfG^r!rc@i;6e=5>gTY&?N^soLk6#B;Mhy~ngber%WZUXchn9uB@ z2GIKDA;DZ8HgU{cFUrNxStsl}w`I<8JL{O$EqF-S)bR~7__?d>Ll5Zy>%UIegL|gOnz$-8b7=Hl?V2nHS&$O(sywxqE zK7V?`Nl|d|*PNz*lGVfTqu&kD^pRYK=Q{r9%6N?k;}t^zP8>&@D>ieUzFnILb$w#7 z?~FY+lN4uaCn=@}a>&Z`M}Z!@l|s&CT*!5P*H+vmwv(Kr&VTYAks|W&QH*^reDSB0 zL-0}*=0Ssw|1v8YXsvJ=e+`EO- zO~9K=yQ&d+8YHszoA21kG&DE@>A6vK9bxa$wkPoY-7K8tm4LCfSWA`S>ddva&t796 z9UaOQ8AqDCxImT3EQzUXTFQ5)v4F-z>NjUs(EKxzKD}lZs*`vGL@LKI6JeuZ^TQG8EnpWBf*u%L}YEu2#dPvbuRx z36AQMK_Xx8Vbvs>AJ)yAM!WEigc92+}9cXcl_WT%V`6k^TRYD9Q8ZFE1!4zuGMb9ha6PTH#c@<%aSLnCQVGhgl zkh&pTfP)1)*}gW^BYlh0D9x66US43r7jT;@4rA~TD#SG z05OYmGNzer1dvz?#G5y1a3>Yg4!hZK@-soP$yDu9d^LF8;G2b8D<`gJ?`FpyG; z4Kuqg$2|I8hB~uxQ+v|R2zkw>LgL+m8l`Af2n?#`1nS@sQ{u^b`?KvYN?z5^n1;^r z;8RyY7qtR!F7&ZvxxPih6&0uf}}mw!iO#CP-Mk<~xtxV#GO?nVV=iFC@3Kr^BL%FUvCmY*mJ^0J}ut2ER}r2x-V0v-F7$T z9#4cID3Bfot=%VnIXgzXyRS$)LWbb*X^v+^QG|ST^e}O$JaO!0h((C>B4m;;zsBa= zsr3;p<_H(|DFXy1b(>!zQ5l~6@@Xhv|nj<1Us5o3s-1 z(gHn9f$iQ5c0@6$q&j20wGo(Wjsr);@voqlWmLh{zUhuQZcg@xNTAy7Go_Iw_~MVx zrS~d)D$}V}4RB=hX{E*DFR-wPvLCoVbqS^pwe~wOQ^vTI@Zs@ILgJqfJ%EIT0FLl1 z)~$$2vz*ozVVp{p_yWSFEEj^UEB_;>f{HLKnRm@1?Tx@WJgW-X;urDS`Qi0@ z=zYH?U)`xFK5mro9x{F36}H6o-B?W_-4cHW-$jH^0)mup9f0 zu;*39bRXm4EGnyk?Y821S0UnXYoIUNq^`y}6NS4qf9-ojj&scN=z`RZ*ktKE=TZ7z z_(bVzc#fEjImf3MwVj(NPjbIm-5mKb0ppW6p}0hn;rEY?_+NX8rQ^?$B=#jV21%yN zlrQ1>hWMiJr)Fj#or`M784K#?j?3Jg-Ax9P!>DZ zq6T8vw{8c;OI{x5!^TnYXjf+?>i5nbb4f%fb>Ce|6+W+iBm8Q>Qz~7HRE@jIve>~Q?$=qS*Z{XW`r4P)qA;U}@7^hGi=|DLrPXrfPX0IT zfuZTra`4f5I$R88J^Mo>I;5hd*$-sC!t~STmAt8LN}$n5w63FQEeCgYWPRLl>QQ8z z{*dV@vIPch1^a?JYLe8|z2jq5tc{U%a9%>KV66?H-MapH?A{QrrY!ngt>gW&mTAR> z7-_W`dU}=lvdTgqQ#m$uG_SRgml`KVjtMihFO01fm80Ig>2WWrD2VAJF-D_TZsBok z9i?vA_k9HK&@4E3KgnL7io%HcvgzA#AqibILbEyMquCYkj=dq04V_sCR z!yLSTM&6jAO)v z`PTSZCRB)il!M-w&1;SL{%Z>vRbf8;2#|AawHs^EG#t2xmB+q8AIm<64mkzJv=^|$!@q4pb~pr zy9;KP=gMj`RPWFr#w;RBhoVUBp7Hu)!XU^z%^mioIIW!Sy_CphV+mOKMutDY91&z z&^bkPWV5@kSTeu)en%^BB?r*YS}IJI`)k>gw<&vKve_j;C7QCFmaq72I~cfSZwU3B z>}4*6%1l$Th^_pNg^JZNE3Uy^Rt+yz?`iZxF!E#JZVugH_58Cq+hxmqJHAC6x^XGl zF^+nP{h78-n`a@6f@}^fa?Sl}I@099kj`o}2>i=Ubc={YPJm*g|0BqiD%W7cnw=F% zyX;&OsttWP#4%F+C#7e-s1e2hPNJu_5)RAM>S$9Xn}>vie{)5}z^ozb#QiEa=y*#H z#^JbWVv2N9U%e)^0|+5Tbs~I7!5VJ>ICg!0d^tlT2tPI7vgsltvpy^t-x+aNu{l~-5&w&?MFbY zX59lMKH=9Bi&(djq7%`z+o6fa{XYOTK+3=OGmJ^D9N0%inKpGKbHJPtfiCBB5EUo% zz9y>NTDMiS)Ivw&$+$VhW1508aIgfO`JLEG3r44(yFO}&z5Ozjcu*}obH_Lv0{1eB zOwpK{M{DUA%)I-2rK}we?CRi1v%hahQaOtNmTx)mH!zJ(PUzzMNo`+NR;(Buu zuKRj^M6;7%N4L(sz0%t*97y;JFYy4(hIl%SQ!;SX5ye1?vgP$r*`bwdTgFe zF>(*l4V;5?QN@z#3E^Cn*D* z?%0>{e+^M%eT~OBVkv~LsSkUg3p1Lq6Z^7RUyMFKzA3n}pBlGnP)qmg@xK50#FK7u zsAXJQZNzWr>#XQiI>r%M`=*Ir%Gb{&{?D2lhi881J@Ri$QLNQ(_kD_U%6k50@0K5g zo9LX5Le*WUo?=HsCl-4=50whUndodk=$%La#eA#mQnYORz33=|xPm)W z=H1?(>)@?5%KI=s0;B7Q<0>2$w}XT@!*L}rIY$O_9vaW6puS$|>UV7&RlaQ5hVozD z$I2e$U-D1cjYUIa7e9OyNwuHEp`;dB?Eerkmpd7?hq@2$hqfPc^V7t+NzmOZ<8iNK z960ppPEKA+TxsGoZMD|BvA>g$w`qARZ9IFfC}%(K08I%dY-2AmsTj*DNx?@u3pl#-*B!qfYfskZ7^#YJ)qE)wM*9V-oe2G+U z=xTb~p_Uyfkfg+l4NHM{%(~`-)=u-oyrsbvTL*tx_O41{t=Njmh`y#FWQ_t0q_R9z z3VQrCf1$?ut*YVAGTBY~Ck!QOj|(bYRCO|fuRBT=au5;h zY3jJAxZp-btu#6&(jg6f(dQFHa3+)T@)eouLzU<(?u_1_*#*@;mr?-9V^s%bY)b@@ zM3@Dtht`~}Yx=`eDV!k_+h4!RTPYTPwXw9F+GE6bVHHqB=m-@3B?%LsMIZw;F<)JO zl)#I7_fQTCdke0@_HJp2(Pp-yKr`%#%Z~2{`O=6yaL8>q{7``)KTj)ET7+{?S*hL625 zgrv{+g8Me;ea1!BmWBb3IW{z31V}Giw@n=#-{d;j9uZ)%bB6}MZ4Xa=o^EEIDkHXA z-V9EoBj%3xBfuqlDSKcEf#%le@aa<@HoTY#gh_$bq?ExlU|^}cS%J1B zz)&(A|90UA$8hFuh~C;Vtnpk6ST*D!yR)QUq7aW`SaZu+_ zTO1)#sK_IXfx;$$G3x_1$9`l{4?@o&N5pEcGp3L$k4h@NDnqjOsP_kZycjVn$Boj7 zmF?9-%q(r0us)>G1~dyR2Fs+-`f)dbVp@v}WE3p^m8)GL6{r=-pir#?eyCsg^wlI# z;eCizQQ-us)FqKy7Cg!hKNaA62r%HA)bJu+24EzN()mhgw5S^s!xRL6P+(BXUxLr! zk0jAmE?2|4C(+aYAAbmo2^m1Zrr)RvNdLUq*bT{WL4S~y3+bp*GB%cY$Vh`%hz7wC z^PmJL8J1)^!>I&!;}67WQp&L*iQj#U_k1ka;=;Kt?)%9;>_V_6sr$9bFT5Gr#YD#Y3*N679*c2r4<=YUEzl=kZpy zZ#?_HqvL!%l#Wm&t_W;fRm*ILJ`Dvo)>(SR=blRRSH|!ZdQrM$8MCk@B)Q07{?KGh9_JvGtu&SCe8uR~Y0JgvM3+;#GLit- z?CAG|`~dx(DHBhOQ@h(K`%k2qTEw^hYZaLd>0b><2w#A*%Qx#z23;6NA5~SKRnP1O zw1yi^8S~@}>dJPxeu`ExBD{w`@5?}MjAKVMPc9hEx|wkIaHixyY&)beP84Qse$8_2 zzJcyEHqMN#&}W$?cLGw~?OP`c*TOQvLHc}C6nO75sQ+``=tpSiysMO-8H@>iw#Lwc z{TG%l>U*uX=lG$nfD0}@sK?f8tGD(5E77|PRCk&#;tbQ6w=^;5>4=7Q!$8mBE}C>{ zw)O$v#OUGR=6ypeu~jTdQ=Zr9diLiC<|CX5gHh#I;*z95WaF+C3JFoXFkCL2F1)jb zbR z)bD%MSuoym0VONB^l$FI|1ethYUhcQ)Uu2G7YO(Ro%T;s`o@47+zH4OXORWTqEimDOzazEi z?c+nGdA0)NC;=7qgF<`1j4!=Z1b^*hWyoqc9|h`6Fwzt$B#)}WNnVI374V%!u*S z&&N?{pgsMASSOj3*-zzhSM;jj#or`cGsxOK>`I?>8!mQaGP+ZJ;a#a&r!Bj=`6e)#9Z7xpyfV%09O^ zY12*|g4O!*ypvT*G@CH%cGFKJv$Btd3~xP77VFGk_7WDz{m>7!NR+{c7#c{WizFb$ zYV!_=)!Mi}9+7v2K^KiaPfkaMDO5F$xdH;LItf3e-rg#IqXeC5fi|+L?Th1TYzu!3|(c4SR8f3^K;H zKXC=KPR0=%WUAUU(XGs2xHSHr#351p@U-rIZ%n4#W#Vjy-4?FsdP5=_TFj*%J3v%E zm#T+wF;niCO{uM-^O`=5SurFj;xQrnt7V$# zm}o?}#x(UviUGhn_cq4DVT@(ZI~Ws3nVODezcfmw#omgWV9eB_B+@K%I$Uryl~4?4 zgV-)nV!}8VoOh({DuJx2ug8hmBtxD9L#Yx!x%3WY->FnlU0xrlYMI#Yk7L@3ryy0-Uo~@&i`p4G1+ z7tC#PzGp?szr>Y8MUC!cwwiy*MuKSzYcJV-;R$q+l_JRHyzSTphG}&md%C=^hR!ft z{$fN?QWcX#I37r9mT2=vW(i^p#ko9i&j> z4BEP+YU})J%g0`zZvx1?xHfU=ab#^Du`4k4mwbmh2SX%AV3fG#^PDEK1se_hP_@hJ<9g^VbC**#B$lCvcGD- z5LW3nk`;*O&#fUF^9L?f1! z83E^|kW|8xKKJBfqV@NTScch&mtYAhIR|v7BQk$nsMHcPHF)uSMF*-c^(FB?NK5P> zj_AeI$@s9~6vIiWU#D+ogTcxyU`CN7VKcMXWOk=CX(@N&j&kkun|FF59h{o6nZ2cN zGX>1jw%ZX>(MXa5$?0yipmzYyOj_->ugw1Pnhj$28=P4L_irBk6BNM>>5h|o+@?kG zK1;EN&bG$bcL(YMs_a@<*6K<&z{GgmkthSwwM?KzaqtzcgW&i8dhzyCHlCV=SB$ca zZn;6hu6ckU!RJGSmSJ*X^GPM>qOu>F-xeplYHC6mb^fQ&d(X-3Nm zRADHN=OGxlv5CBiI4gw*$|8+FK?<+e=7Kt2vta#OM=ZM8R@UhEprZV^4}2|0Q<$1G$V%6BL09 zCO+Al(SPeByk)ey$@dvrgIP_8R%R-{Rq@K{&dD9>bT-)L-Axay*DXh2Zq$G8_FjA|2e}RzA~Cy;D1%no#<^ z^z+-?F(bVr&q~Z4tHn@`A$hDeAM%unv{dPqK{VIk51@WLBa|NE*Y!r)5}vI8YtA~> zBzv5(fud9*snet!y@OzpQXmrcw%hMjvFpnci?xJWJgXhNpSa+yTb2e`E^h&A%CkT; zQVVm@|3E4U!22;@%XKGgZsGzo;m&A(g41jYEaW|Za^S=>YQvezDz(#tEcx5W-PhT4 zuQ%z6UW`bhsp;it7qX@7lEzeDNt&&xX)jBpK_K1A6!(_Dz)`4mR$kkq^;v_G_GH_W zL~mTISTCgG1Q@{ZMz}^isNF@II_1OT1Mjc6*T-JECbxL$zPDlqtuPO&rU|3-?f8w~ zb|ypeFD+dI`1i}LcJ;+qzK_S*V3~ofMQTlC>-4?}?M`yj5Q%QWTGFNelVtlL+EI1b z7AN3I;S>Xh)it_(9-}i@gtCWQpTIRC;5Fp0+TE(R%0HQWX@bO@PB6?l*-o&T6cyv; z0i;%Ex$tLx=e{_%quP2ju+u@~k6O|0wBVI$EqtxSHt-~g|89h6PVJ`j3B`-UFkZed z>ejYtDXXOz3xC6J*t%&dCC(T`(-h3GthvU3O5p>mKm7jNe7+EPaOC~cW3O;#7(j{N zWEy-b)&QGD`xQEkR&I{1o6sk-fUUmJ?rO9GOwYbl%S96rZw zJJ-2juvp(d8jVY}EW)?l1OUyuMot5%CD~XS^Jjjz<&`0@oF3j?={1}Aa_nDm@H{Ma zDc+a-twbv_NVgDm6>L9>yJbKX>;jSN%1PYVQb zKOVgbNE(#0yvmY5JkaF91jvSDMu9G3s=YiXeC~n(8tgIfv zLXud^xC=y5v>r-&`}q65;|zAR7e$DhJg2GF904W;hl^4yh3&`pFw~hz`vI>@QMC?< zihN)M_@Gh&qpdi3V~A)CcUIUNulvSGF+f@<+W#=+Q`TccsrkMgw($Hhq{c+(!q$tSk6AdWx(!g+8anL`76WEy*F(cVg~-S4K^%>&J>NMrO=qb8zQB&G+CgZY6)7Ai z{C8(ftH7CvBup&cs)$Nz@sRR`^^VVrqiEJ?HGUQkjbV$x^;SeqC%6N*g(ahJmHrS&}l)=X5qu@klL@NwEDx!VhJ-N#g z^bT|S4ry(ixme)cE;!>Gn?o%G_W&zfA=dg=yBN!8 ziq+uFEu_Z6A3!8w2bzeK($tNvFFo#g{Z=U*iC@Gvq%E|eEgU5}W+@6R54G8jZDdHC zv}Pd#ur+9Ej9&%>B>G4!(v!e4) zz&&IY(ijq#1>h-$OGv@>y!XP;e~@4;1-`ZE5E6eJ31e%5r0iOHl;EOaj!ON^99C;6 zDHeJR4BuvT*#Ky(a~^pqn2u^A)h8*Y_Z{TEi~&-)l)y^7Y%KhoWSL9Ql5+3 z62PA((V}TVE%KV?a}&aaIB-U4@y?f!+`k=~uDmbn@Gb>g)oD#Exyi%?jdpN2i(s~h zAElPMUchSQ7L*1~g6m>nza!3sZq-=sJFBa`BgKW>bZ~DX*?Cig&L8>vTWds#R^39X zH49iv7I0cCj;+Wdy2e(geO!(VnBypUn+M}T(>LPFEu&6&YX_yJ5%g+sBW?rU2(2pX z&53oAHr&u;^sR+isKWmKX_{^)WFocly79ellOWn;T|Z*NGmcoaxnSt}?de;0!+dlo zCi+Yg1qQkD6}!nw1jsA%D-K@YVirk3P3CUwv81)EZhQOQ9PZFIxi@@DkLb?i=BFYE zV9%A$GbQ9?b39CabF+iCD<9>|Pz6-V$IV8Ros2npPTl@7&*eQ~Ua=0@bv(r(2Tq!= zkAH?HxgU(>f%i}ou<)dQSbUbXE~zo`5UvwMzdeS?T448~TR|*MxZDg4j9^CTuO~)a z z1KAFBx+IJrQ4=-A$bXlp{E-|yq?K8x$CBGaUNK!RZAg6)cumi*^_p)uB0?KLNFhU& z3)2RAb!y%3ipc^WJCrNexxJG_4GpfONZ}4q&gEU5)6|7*DF5f4d0`8tWFZk;s2QD1 zB*q(+^N*_ZxkL>U{$Nqz2s95wwm%Te!fe z)^)%_Rht0svaJZ&;wR-9uTcQQlD#l`9olvziwDD2ywTAaoAa~rB%uNk3aG{h7}r3_ z@CzsCe8O``z7ok(X2OK|-asVrm3}jf1n-CENcLul17o-R=wUA_rlQQk!v75lwP%)v zh~%|)jEGY~r+-%STYRm;Q8g-eBJuwF=isKb=o4J1IZT5gKyDbmRRPSl;tgsU2t~gk zpS`(#P=*41xA@9kE^6>Xfm*>=&4=`XxJytiXDE)Wr7kPk{)5fH2a;apjK$MLfe$XC zpYi6XSQ>e-O_@K~HVnPT{L$~PPLs}OmFB*whWF1S%9zx2$;teT5fZsrYM~?U0MH%^ zvbytw$$D1V?BSjWTq1-b#MlQy!t>82f??#n%-`=mmoumtJAUOw-2V#R6NQ|uw^@wE z@AMcZn#=S^K>boPk3l$iN;3eYb0W#@`Cax>2&`4XBuUDEZ!cM}s-oN6tyJQtBZI@< z&|(;V!6Kw2;z_F}jI7E4))0=VXOt5IW|o8w^n(ov6=>&bTxywi+o|rMi0fG@|H#JI zCS+Z9+L|E(J?U{h9QVk;!c}^=h+c}HKv7rn0hunT|7At#9|-0pOF#d0%Tw_@NNg<# zNhy+(AcOSW#i(V7A;kMZM$G=1|6)2K>|TJ>YL_uPK3hK+UOknsa}$FZ;?^?i9N(10%{^5rb2wTpNGcyyi<{A&sF;D#=i z8(C2aCg=?Va%rw9BE3s){w;`JuN3Qk?+za69>Epf9&4>=!tdl@^XgR)lFzeNXFF^} zfr?yyqV>tE3$>16l`vGJT0T@tbkD01R=AS$Y>!)Mz0B=F9HUPyNtW}q_iFsu*j2+E z@sAl(p0Cv;{I1x&kWF83l?p0%+a(WK&dR0=;`M_5JufjJSp4fbl&saoNO)t5$0!FR zypoyC#KKdqKQ}>*fvn#jUK!F|WgBtXINEZg2dQc@Ho*h`JV39vlop%#W)S&gf%E(f z#rI1c2vO$+x4%qZ0≦(%cbEk&!LfC6JKIrAcaX1%q}X$0!OMxi14oS?U|f)<{37 zmXwwAGi7gG6sux5t=+G(heiBiryM`@l{PVcZ96+tj#=nLxZ&8ykm2VqI)mRy< z9O$HrYJe8KF;+Z@-l+Cwr0@vVu-5HAcqUaIPQU-tSm zT_tYspKA4fejTOMS#lXfRXvc1J0ZvNMJ6yqSLHhdGxeBmKuU2)!-I~eea2uQg7!|j zOg(TSnW|V_e;MPP_!?tSE5=Uqknaeh!rAcVTl7aPCP$0ibYh!?ScA9>E*7g`J3F+o zpRgzb;ZTc6hDlPV_@s2Zlb;Fqxy}m>2-Ur2yOlK%GVxyhBoOMw;0_Zgw&g^n0i{M5 z72VGRxArYQ13u_mz+KMYpsj&?YsqcB%)B3EnZ>0SGlixqn;?`%V*=z9x0Wbp9ek0I zJ>QBXBb9*zt}izF(jB)tflK{b9K3T9mQ1X@5H0Jw3Bu+GTaZ)i1a2Ea$C!kl>l9Z! zFnhmAK6RE?T9Fr%f^ML59bHKoR^XlePS!cEB<2@$Ha}tAT0fPUk~^rpWV$32vVT4l<Gho z2c0<>Idw!aq8+Kb>@`i+;y%?{lb<=yeF@qVypRlfywTwE&bTCjB@FW%gIs0N_w>z3 z=0s}fbhAl@zR608%UjuF1z{1C4r;uoSOhOdC9*gYR0dr%yYUyP+MOi6n}|Q~*EJLe zVXQcmTF%DS8!q52;J3wM`Zm(9Ga05dW`V7!D<<8_AS(0d=-Zr3Z;iA1v zOdUlXkKetpz<*gCX^V;M`bfwl0QDTs(3hO3z*k`Z9M<`gJ#fW19bY+!9q1OHc0p&i zi&@fVn)sX9j6whp^PMWww!|Uj!p9*jfONx#nM=nU@gk1vW>(99prDU-AZ zN`>RvSF!iWg!J!`4DM5m>(R8Jtd+7^2NWJ%DFFeic*WshG$2_3i_K~Z9;P3AMg}xt zgB@MZ7LKx&dL@KFw)%Fg?Mx8B6o4j4@S!CRUf$p28>QirT%6 z<@f`JOd{iRgu*e3aft|FwbUzQmdj}tb`*iq{vE6))5=S5qF&_pACkBMW*D4<}4&KJtk%j>5WP?E#5 zqG378g9C@tN&pz0=bR|ku{Ry^ucP>g&#W(*ZV;i|3_BL6cBeHCuuOJ31sDMG{_zl| z`AS1ns%x(PQJrrTd|A@n0h>ab{$*l8^Yd4RM6XQN#KAhx;E#yyh*~rW=VC;z--J4h z4nYc*;V$kiz*o_1AX0|K7gS)lfJ(MGlcXE;MWR&Msn)kEF8&m%i$tmVLOtq})X~~( z38kqo4$35n%usAPYQ(B2o5zyTtr@7Z;1h!KcCGl;n;v!C29PX>9O96#{6^Xy&yJ@0 z+Jo8q0;%ecK!!*Vsyp{DVgznaHN1&xwjPQKdH~zNSTq4XJqxr|zrC@9Zc30%Ee=eZ z5c;tK%8qSc$?p6$8`3}+G0~f&#O5x5+dCUJ%R>BamjHUBoi?Pf)7Q$(Mir!ZB_n91 zpVah;rxZY(jvgqa70DC+F9Em_W#pZI*{bFG^}Rn;#h!T9n~CNMF2Ion2hq_>$lFc} zxtQYvB0l^wUY@?X_PU!5=UV_H`3~BLj(c8J(e4T=4fl?40KDz0nY- zlQZ`)kw*520m0df)( z=Qekc^~5TF;30E$)B95qf0rtFY9MgpF)W#G!CW`Cy;j$$3Ei=!LRc&5&>n`_jtav` zmU(a%WISWs9TG0GfIJ9#UNyG=gvgP7R8Oa-lzmG|&=-{GlAx>oU>NO$Vw3)1$>7D% zoSZ zH@s9DWmj=C$khUqtyRCICX!HIFqzC)P^QVGGZO^lvGTUx@wNr1GrO@o|6*R#1kR#l zMhv6sGun`fiT4ASi)Vn`liJ*)JoBhn95G)z{-I_nbZNaAfYq{N`Efu7j-yJ=@rVrA%FtI^oPb?`NU#Op*4 zzD0Fi@VX|9jKMPHa&(EHOY}i^3G$UI6yEeLr976-;RP!|>F;lj?urB_+=BXGK_sqz z2g7lVrN@y^=j-M>@+IC}9517~-Dy-iGy@e2`SzM!RbS7Wg6c|2zVhDrzR$CeD6b~;1Z_hO0Z4K-3C5=jF z7e$i>4eN%3O2_&)zCLFC_mv{8m>i(5GVOh(3cpgetaA6;IhJrV`^Uyp5Kbg6Gxj70L( zLmrW_zpuJgWK06ahZ!@t?%G$*W$1T82z!@QuRiu_6*8p}(a(l%Q6x-VYVpE=sygMD zcD!Eg)4yi;wV^jPjA8=g%sUm>lw0INT2w)w?0iNA*LhCyx#Pyq2GUq}d-`^pic5BS zUDnU&3`Nan##ZqdPmpObCufu*rzRXBTG%uoSZwg?gzDwuoA4xZh=G&J_^6UQbXj9c zXRGHTow+L(jHk30KXku12OyFXB%G1DklLrXBY!xHjCmCJre0{>AS$`aFNY2(jFD|L zvE(oi=)^6zKV%bw?6GnJ0r~BVWcga(;qnc+UQ}*4?q=H#fFBz2opSBFW1wIPcC%km ztzk8XWLP)<8~(U0JUysY9#alson<-4cUxIF$`pf>mhcx2jM#Cg>iekv;4mV2OwNub zVl-CaLh;HSi4x*dM`z2@WU0FhM4`Nf)_S)V(MXI~?*o^c+o%MTkC8mAQ56qfLUR1n z+a6EcKOz?a>_3}dzdsWhxJg|^^VaUk`3=Bna@L^k)ThfJ$6E`;Tj#uvHnlaHh=m<4 zQ&mcas|M;gIi-&}PgE{WC0DAU551(E(#iFHwS8_ExRYV);XsH{hBmZS?*wN2Z_6yX zbY0G85e=>$Q1`N*ME&^%#w`m}mQ_kczzjjZxkhtyFWJGRH{%gEIlsh+#b<%)*Xi&x z4IkQ1GOlP-XkqM`IN`$2wI7%qMcL&~;cY= z2!fBISS7WM$t>oZpBvIFbkgqYh*DtwQTRLEQ}sq;-NkHt`+=DVJmz=~FFBbsiaFA6 zJs}mC2gV$X*IE*zQQrRRd2x6quP!*(QEQ;+HMlkNfYG}87c#z zkD79%jfg%W6~*`xkMMV{E^aT1=4LU~M+V$H|8IA3ND;pl0luV?pr8QKj{)w1kV=uV ziq5gvhO2a=CG{sNlNdELa2wL_7*ivcsdiJlhqcK^5qoaKRb?tAFSBvF-Gzn)4Wv(a z+DVk>X+n`!;j>htB9Q)8Te`^s;UavKBMS^vQw3l>Rp=*72+~+z&2GjF*K3_LPE4_? zR=y!_3qpE{HD<9gICbPCXlU@FvKhdz)KyN^`#Nk(ol27pa9EVT<{`PQh_( zSS?a)bh*0(k#|c&-7i>USY4bB?S0Gb8g2Y_VB{Y^7q}0hzh1<8{ZCIa<=x{(vMXH% z#xPN_iXU|T9FzH8h=Rs8gx@uq zGor-{tcPIoNy7(NI1NRYE@TY5wQ3RTaDz#}wH$8n7+A>Z^f(_fzXgC(%6n9pY)po; z063%_#yFNxDxQ5W-4!H03C%!b1ab2KH|M~4Er>jtTfoV*Ok2(}D0+TW$cK#)uX6=x z$Sc1vub2i5*MTiAYo<1s?BPbA!q~Lw^77C!ZA!#0J;M~-y2ql6i)QOgZOX#89I2I} z?Wn)3?|L?U0J4?naQVgoMCq*i0UnV%fH=4BV;uBQ2!j$R5e;cPbmm2O`@^S)?sTlG za{Wr6hcmjRB>JM4CIRCUD6sWVIUEH&Q548~jjnHCKnN$tTc3$5HI{Y|L}ltnQUX>L zS0F}r5Z2%}NYh!D>HNYs-gk}GnZkMM&-Ng2Gax6JJG?vy4MjMGO4N?N|_O z8s~CKO6sAlkzkb8e2<1T_-cgWtKlo?<2BM(F8lY2#DTJFbAq21iukDxndk~BpG zs)>L2EcJVA<$>C6_F68&A{@~rgPU7t5(-@pgC7M2=-4|XZi9Swu-v(t-@)mBzX*6+ zy=bySzX|}3%BIAVPSImL;?cnviOoSVKT!L;$SU zIHBr~FgS@LMF!cnt_A{9mOJ@rv#~4k=Eepp0cJg|`j;j%Ly+5}+8QrNx0p@GVb#E| z@VfY`jTS+1ru&N`))+2V>$MhR#CrSiStbvc#0xH1L$6YPmKL@g)f@5RG>h>yy2-Mt zqjj!fnwPRTWwkSw4WE)vJL*39G87VI>fLcwgtiS2SqmYaYGq()bF?#d8sQXQ4YjgjQzB2@n>Ig7E2(#CojeI5<04*l$C%~S8Tq=pP#tPC_OnC&;<`a85sZ-lO`F-Xuw*AT%(os@JLl}1 ziL4|cz9I2Ht0*pdeC?I{{XMc)*vKV=+xQpqf%8KDgC+30q~Zp_KJWm7DX01Qx6zon z?ZYp@AiE?uB7>e&g^_>uj6uL*C5x70*?QsPOnF;OL9@*u6XhYcfem<$gJn*PEajKeww;Hb-YXBXOhc%5lxM9vX!U6yI13=m z4nEI4;+c4^9$y||?81cVEG$LIT{US_!kTRtzCHsgSSvj6&#sfkOWn%ISqx@e>yBu) zfb1j1?^`WKBCnj>2a#jeWlDK$(gFj^gVCVQ_?5ae;>d$VaGph&%`q4mh758y>c*}z z2YzFS7({66h%&K~Xt`A{P}sN5=Nm2Qg~pHC9|!<> zQur`}gj2kKl>NNrX^z*!Qej@jfq|>KDF~6Q`h*r?C!ER=p!o;O$T_rOT&d!xQ4uv? zMV!{AgqDdE%M83jOHJAK#F>hst!MO(zZcIwOuxQO!MZ0-kTPrx0o}70PHW323qtfM z>cMg|4MZ@Haz;en>)e$88kC9ZmdmH|(1{8#;@Uu1HJ4=8a8Jqoas7 zC|~q|eu{KAJ4X30MBD3q`)?_~j6z9+`MOp4@nEykf$~5c{1xxhgp$j_$PkCq>zc1} zuBScjdJV6@j?U@C|BcgJ<~gYA&?`aOK}`4Ee*M?>|G9~l<8PCKo;mL)YFqFnNpg5j zCMVXm0xs|XzF15Kvi00flbpd|U@HAVY?f<}cRF7%%s{Igk7y~DWf%Jn0Xl?N@Q=C z@pVTN*F8UQr9N#uxYCTa=r_}9Nw*ZpA)%*2sU73Dy_hZ0qt1_3j@_C3Hs7l!LmlxH z3$JAKy9Yj~*!1ejBD(M#KN6=JRezre1QDPtU`g{YTQUZ~SX6DEux-R*eDq~tbr;eA z6inNe%9V@ccUFpK_1*qUc^@t2W309B1~q+3D#dUC8r}#d_M0J|rFm(5fIxY?JTHwm zyM3*uwns#bwYHlpW>{{m(XV!Jm_sVfY21slTyCW)OTNj2#Ljl+Qwf;~dEY2^CY28` z>(=UKEf3IzT5X&p!CM6w2t0g$RX7q=m5#6$y16yDfwSK#wqB*+T;OpFyAKzBczs3M z5H(f(`Gj1p*lBDqeBaGtO8;U@Ivy4abvQ%QTK=-^9~N7xSJ%U8XJ>6&c&1&Ep~`W& z*(S?7$2#j>usxga*~SU4&Vn66ryI@Ap2hXeY2Q?v}$0doifb7b~HHUR5&Hra5r%>U<%ubTie+6ZZ{;Ki{% zM`tx5bB`{AX_!)vG@bTfTg&MSTDWaAk9yz}5fh8@UziYR*-nL(P`#6Sk31G#W!>g^ zS4;0hlcVd(!L1MYugqvn5fIYaX?_ORdw2_VnZWzrr802gd0WM-*}c$P33`@_!dGow ze}n#|X-&QZFMovE&+shgqNf@y20}THs5DY4h~lhuUJTa(Ekv0*wprNE)=Yp2VGxH^ z>mDMZ%wXQWS~Zb3UCRED9sYq<1^92M?MX?Cz9w-xj08JnwCMH$JBF*9H`_)76)*`#2NM>knZs>9&6cIclK*~L zlkMQ!V)5!UBzqq-Yh+cRy}C(E31q4UxA4_To@Zf}Fy~mtWn?49q)DXr?RwJ|znZMvDOn0c@@3;0a>1(YFq=;yWM#k=hKXOAzHammL(?nl? zB^DHMGIpSPVaYYW@sH6CWCXnI6Z2jTcXocn8xt&cRw2qUU(mpJ?~FRH20M|X*u11p z%PRwo*K0&~CUPf1l~|5uW68kGVUxGNyn?!yEi%MTwxEonGe69l$d>iB%#%3?3ONiT zs+bCIFn>Usa6ULAwBQDIx2*+xJ_+tNi*Q1e8;VM`Oa+C&Jjq}HYjsfdlWG%$o?0=4 z?|g99*(!}YDUc&j>kh>etlGjZ=1*>|x)4Cdd9*pN*t1(OXog}l@&a?d!#tVRQMY`d z2sjS{VUDb}PiNX4gZ!M-9A9BqxbJu-yQkjfIYL|+cF?lEiH9h+SVv0zJI_Z zwhbcFx{kL4snGWDEA8@Z(0YAot;>V73mef7B5$Eso&Is#BNBPO4Ej2|lJLH$_E z03m`Ycr3-vL7ISl9VU8>APSSnQhxwGQ|Sm3mJBr2Y^_;P#_R z@AQj97c$`}i}atxMOy1y@BIjEhgkMETyCbVhZ4{8VdptQVR?xsO53A{o%&S|m2P|` z9xMLbJMc$SpippbUSB0Rz4T?FA)wzO4~Pv}@>b`2;JZ6wh274HUcwcIXMv%7k4n?> zUEe4dvx#YD!cJc>uMHZc>q&Dv_Ih^UI@UGHYY5`?g47W8K^myiY0yz#unD-;da+>N zTZjJpmL~}}(jm;Uyo4swAG)Z3SY*S%NS7zeWn8JCb6MNjRC*g>v{bu@#^QD8P_b2UB&Y3xLrtWmP?(?|Wt z^(<6OG=@)eol*<+h+*pXlUqJJgi5FsvgJx*qjtFrK5Qnm?$=S8}x>}Na zS+8&m->GcmSbn62b%0e~ulrwWA0E#Nc|!iE{^p6EWI3u~ro3eXPHdj{xA*o`YSgI{ zW0qQvwER=)EVtP)DhywTb0Z0UVi2~U$#7P_V46cH)L^x*ff21uTlvA^a&R)r-McAQNE)i_fUT+r&P z^+|L$Nb?ah?*N|mCunZ&Pm7r7U67mLU zA^-|=Y$TH?cg%f%4BpZV(2FlWQ@LU^IqEFUwwjE!$0eWoz=~v$xwOX3mw(X{Mn=L^hI`1@KzmNGj#5Vm^JL2v;ltV=m_d=f`$MFFM8duAR{rJjw7tAW z^qgVX5`*Qahwi~T@53)F$#n9!UU;I8DBc^5#*;f~h&hUh)Aey_;Ip@8E=h@Vv$1iH zB~C2?c8lkqXQgW^_KaI`?}Z`xk$AJcGv=c?6kv;5;~s3GlSSf`lEW{L2zj?|qs$9A ze|1#unlt*_{07BcoL&KtfdcW3x&NeCgQ2gvC5XpQ7}faS?|N^a%qOibe?k}(U!|2r z-TE7mtL{Dsk1txF=DkQ8RKEe1(!kyg17%B7a!(ZUBcTgWNfACB;mJ4OLgF_uV`mG} zQrIHt(Q;!|_1(=j`&iM4 z7lz^{xp4IFQ$mS(ma%cGp^cZssF^eBu*(X4{yZe?@u18(6a>A_(P z@CHJiBoy^Z3WymTNyp-!cW!Zgw{3}cBQ3M+b&)=`JeDB1j9phrnka0Fi5<@*qalNr zNo96Tx{R4VY|llYqimq^$2e|w=TX8%pnf3;tjFHGl7bYzzlaA)Wv$+ruqCoFYf8vf zdvJ2dEn39>3GL5H{?O%PoOXdFy#hX8cMP$Bl|7Jll~kf8oUcsXp{cXY(CHUxaK{5m ze-p*0wJZj3W?L%s+N%DAfLL(gS0-bz51LwQR(}2a5R(2rSPXM7gtfc8reV%tSTMI} zn!n&&Pem3HxjD8~GZ?znV5c*+r!_ErrAag~#b?vTQzYx}upC?Fyuh>=m!4iBEcgZWVJuaO-8L_NCG6baOF*{2ZdL zx{~q%sT(Eq6W)FPP<SlG0R$rXCo@-z$El z$Y#@nfn_el*->ZCJUH3ge*pd)aa()oU!}AN zw|F@kipGq<3$B+Wacxzsg-rz}^ksGbNrX4OQH2o)neL5sNy)PK3fln;+G|=a~QN(zkvJXu4_=QYNh1qhdLzSe!?~Ia1kQjxjYySmYPo0We2}3#|3Y* zCF8be44pS)lq2E&^X~UHK4r#qw&M+IbO7vmV@UmLi^soRncolt(6zE*5a8eYE4IBK3d62{r(iuvhAG`5bjS4>o3^aX}6BE zbbpouz>4AHyfr7LlLh;0I(|ti3rf`XfVX@LZRe=v%DWFGznc;TMhXy;O(o#kv(cQv&7+53z5Gs8- zy;DbeOln05?IL*b4c}xwc>lIH;Y|WzZRM<*F{)N9kJuXAEpC#=P?+WXh{_?VWEh%u zTxc!tQb_z!w_68sDh!?|Zm?fY(9}MD{Uy>DzOD+RQSJO(HZUJoXv6(mGwEUvLF!VR zlq{11=6Yc~*U+Ub%{5PFpjB9bn^qKNb?LUHXsQV1CAB5#-O;T113&4e6& zHp`-*>fDlRg(f7F2++ZqpRh!C{j>ocOWAV(9jZluvy|fr>}xea9kA5K3cjTeD1_Cp zuA&~76KINL7HPEDk!e~lfm|e24?`$%KoBN%fe1@&t5%gXN6guura<$ANWumRAx*Q; ze#z{5-uVqW`#_l$QFQX2ZUxBv_Ka17h3kL4zfl=$2WR`uS+%~MC$d!mC4X=a=)b*q z=eG*ya-q>X){|$1R8viIJgx^iuV-VIy>DMf^qCa2q@bgj$N&dxCKW6~Tt@l({RBJA zN7VXbzAmG9d~2YJG*F#qPjq2xleTV{mUJvhfw*YO^|P;cxP+I!Q_?pLaE`{Gr`&IO zpW8bSGXt^L%GS!Gz<}pzjK_(lt)RZ;ut&Lt`jV*OJ9&XsKy`JC#%!Vf=Tf`YC=aO= zJ7GeWFSd#g#sE?q7?GhN3Ynjvcgeb@QaWcFf@&R}N)B3O+O74Im#NTeG2h-NC#V_g zU!=WkIbaHzPWBU`d?+Xef2xLm(HC&++M$%tcZ;{TuaVRd+rTeq7Rt}3{vO|<%1V2u zb*-*OJ{0Swseig>Fid*BH-X1ZuPVU-A<%~=f;<#cCV&Px9&qnbIqb(3WPk2Z9_HM& zjfsLkLGH3kNZ?9jRS$45ZeF{^q7B`NJi--;ZTK|PON+b25#s6noK3;@CtNtDm-g*g zl*znh)*cUmgQ?}dRX_x$G!3Flmk=L3_HXmK1i;YVx7`N!TWnOFjL0k=jzDQ;uyBCw zD%?=q9^ps-L;<#+sWu@6g&mT-3$5%)to%UTRJUvhSmbgJ8l|bco@c@icK0?<`lb-$ z;HnE$36GObE$^+=_q#G`k1vr(w6lPi>J*N=s%n>BpcBANX+0j;=0jL@I;pF}?}_TrlfV(~3%ch~eeVP591y3X^l) zxYfecqAm6`gAX6c#o??$MXc)9rv|dym+7W?hfoDd+wvw)MK8*o=_7yUO0&1=NOycr$jXnU zhwpCu73_r)s~szI9rKepC&x{$qmgEO9K8X|BH-*$I+IlXf6J-rg;_ONr2w)RJXYwV z^=G`?5lCjYo&djFn6kx6ugW-AQ-}L-Mwwx;0MTtba z9s3aN)Srq?fy@$G!KAAN&{Bjw6vXg*O(HA}5Q_ETT!eUO3U;ByW@k*sCGKl!CUsdhjL0`y1m0?N7+(SYU zfqgyib2TkYnIpvoY%?$Dn3J%%byLuX#m*w}bx@MENNOx2%qZ@TX+Cg_ z7;V;1;k(T1MhYMCk9>v!J|*8zKF$pPxp=m>EZkZ=jo#(W_Oq4XOl6IkDA=JFK6>cg3A zyfeGgCVj=-L1cY8j5Rc;Oy*kmF4j|e+p#T_`xEk}voU^=cN*6WuYN^KaG0E{kK|aH z*3$eL4Jz}6?0KRJ{kgFbXX7lZKti4`{1v78r%yC=GQJ!>JVs`gceG6iUnZH`W1A<| z17K-dhUKI9xou5O9fqpb~JFU4%Ru_2FxVU(hZ6y3FHhoyl0t;oARJCSUqWvoRW3 zQ(0*3(`XwP`q6X1$Bkq1IC>)_12keBdWZ??BfuWR+S^-HTz zP@`tM`_v9x*Bd*j&F+Of-{#$WXKq=pHC8hGDF~EUT}= z$av#V+Swu}L~IFKVIR8dsL-C}2NN4H$p0qD7%BwuEYwNhrq!*6pXSd2t>2}*f2F)z zHWiTrF@EX)s~9mTi`tRaej(FLYr&q`A!wQ*{mxmndsg*jlSdr=_5)N(Ou)1(FQ zt&ImKQ+Fo3ZF0WnbtgPc+De#u6XQjf8QD=Ftg@0I5u4I4;H+4^ehcqlQj#V zYG;FpzDZrGw5QYVV+LipGZ;=<)++sI!L4_|f){$=_3yUU5ZxtI7%|9z43^!axEozO zXKj!?z%QQ=nAPR3;MSWqDY6lDJA^Y*YzZOs1@`+YysUy-!Hh zt*f+v#wpH`Ndf&SV=SY>k;MRM4%7WUw%PmK;oKuiCsk{GtFym0W&2l!Rt2~Ws|%Lp z4mIUe{@>PKrX0|}KTl!?&#Q4Zj(15k5MDji%DK0@CiKHpU<_n}h%LuMo!GM77LUdB zJld{1&^MBM{nm3luh84L^^lSD3BU^%ke14c@ajXEpOvEFE4z8jB2$Q;uJ%so72H!OjG3J{qGgDd5wt3cwI-p z$a(;^EF6JQL{6KcmEA99DPWix+&|r=-pvN+{U^vXiF2G@eWzrNjVo(E0_Ja5$*E=l zlR;RzL&S1F;1xZME2J+bR{Gyezfr`kITWo~41baG{3 zZ3<;>WN%_>3NbJ?ATS_rVrmLJJPI#NWo~D5XfYr%Fg7s?FHB`_XLM*XATlyDIWY<^ zOl59obZ9dmFbXeBWo~D5Xdp5(H90dNARr(h3NJ=!Y;SgRF_m!2S}?a zYpSTzGQBUX?(XE|=<+{Y#ML!4r5OMcqDmT)0H78FKw48>r|#W86U&@9lK62L5A#KZgQP zurUXMT!DX*q#Xa@ba-#&d(ykz?O(*+8{zh6P5Xa@16+Z?|0rW^>iSo%f{Ka)z`@i8 z&P4+1@{a7S#VB2n2|`ySV(Rq4-ai%fHI}le(DW`_2sPef>>6 z|NF#DLGG?Tf9uVEZrj`uW{eQQ=*9 zAVx*U_wIn0+`QcWivF{nsD#416uEf-Y;0@*mUod#f-J-x9UR_SyCVE)pM=eOpWGZ> zyqW)(uI)gMo*>`h5mk75dK%u0@K?}DKD z|8vj&tCp0zy}gpD1CZvwTl(K|rVcjt-v1H#UlH2CKU`^)99>;JF?FiT4+sHiH?|1Zh>6($KXceJnpSpnEMxd5gvE~efHEblsC zHsW|=(zSD5}7vy-4buxXQ zMD{>Sw|`q%|Ht|dUH{Ac-YO@ci;d&Ix6S@e+u7ameXyAQjS%a*)#Y#SeKW3qgYV0@ z{SCge_xv|xd#~;N7yM79sQej}f6V}ve@o|oo*;i=bvGABJD|3W#rxCqZy}1NZZ0-n z`Yi7knDyQM{_)T64F975<-cdo-?GKT9KC!QIXGDXjO_2cx!GC&oHUpJf25lKW0wCl zJKiP!PyA<)0)Rj-pgF>qRY!CFFx#}&j}-xuMe~)=l)Ox5)i^>ra!F8MGUvMq@Feng z$biDd!RKGn?KS*VKang%Ea5THnkPUUGaX@+De zt_M~2lF=T^S#XuJ3YPfG2be04^Jl1q@ZbW|sb)4sKF?v3IL33H0QqFEb029MSnLMzfkrN*| zlKu5{7^sqZ#ryT}iRi#5rwcD>74Plj&FZ&SXf@g5q>rN~Meya1?s3-gf-%8its@;g z=MN6g#q~8hO25NP?Q#`8NMZTFo9Fjb*kcntOM`;7aDLA^{bI#*O^D7f z*UB9dMUBCRYAJE~s-rnkWxo}fk}Xs*zwzTx=!m~0JmUPD)GNnW@%Nvzn3WUDiiEnc z6^0F+ciJJyRB9%?Y)o)`mBV7+#S-`U=Ej8c7o#d&DJ8fcXEU#oS1LSqX_Uc!(1UG# zo%GLK;>m-o5SZtSU)A((u!HpuLg<9M1is4Q&QKX?4Km&`TX{%WsRUXb!mr>oGR%mg zw^h?I?qNm}b347js)G}zm(u&_d1H0zxDfP0>Vv~9duAg}&Sz!Vj#KP^@vA9BnTR$|?Bg+QN zW`);M9#yrf_*C1zQ**Dae$fr)P@f5t0mVg!ezICeXf4r^ z6=;n_Q+1lkdUABvrFA+%7|w}k?UvUC|9Bjx<}%Se+qEo~%utN1#9_g$Po!RpYSuP< zCwe=P<+u78ZZOcqZZ7jFeW~yS7 z22nr&4?eHuHp)8U>MPPG#FZZi#)nE4p9#b1?wrQ?FMf_}yTH;_KSvII>7n&e zHQtGoV0VleXok7nYEcY7J@5vTjb%>f@J^!HriYYK8+AP!3O5YcK`ARhFBX?o`hMh; z{ylTiBz6yAhf8XuRqZ~7V3)8gpd*W-1AA=^_bFw!ZLFv_vx(#tIhp#T*HrCO9nLMG z?8uQKW=4!4L`dL(wIHo+inmg7SA7|6>=N0B;>51Ak7WoBCQqMVwv0uH{Rr< zW!TwMzmO8X@glJmz+>zYcn&i4FVx>+rZ?~l7x}(OAza(*)razBI9jI;HhMv=m#8;o z>U@@0C|0PGyyv^iVn=A&`Y8AvDhv6WOUE_hZSqCiY4kb0dg;wBx=(}c;cAN1qo~y= z;^;4m1yJvC_hMF|xf-vZ;D{dTOe!@H*DFSQh$Ei}BW_geaHFDHv}Uk=GtMZ+AhTeM zTVpbqkjknfg7&g8sNC=zj@iE1eQ7H2?y{N)1Eg0#(~|0lQrVWY1UCW1dCO=H^Y*J? z0-lu1hj|qP`|Z_$wLJ1MpB}>iF3l{l=liT&_yR(skz#y94 zs@`WIUR#tb8k+ZNiGM-cWZ1>k)2Y-|b9-=dmu-W4jH5*3@V-q!oo_~Yf@5~zA#t~)%?;G}ZrxD44wCohSgNcFv>quyl7|E*cmZcYwZh801w06T3D@v-Wcen3;N3&{z@GuCoC;91>n5_4Kj$wn~ zb)CeAc~r{uwZE*-KyRURNPNla=!6hFK>KmaJ9{Q-c+q&K*OM{ikvzGBOo5#KdT0T2 zTT&+0Z2m?^N3-kjlX!8|ZNf%4BIkUzbbp-!i)qvUx28&3P}6S+t+Lc>(| zO!XC%2{k$94mNXL08tzGuU*MQ<==ZZpACu61e)>T>YeAg0B)+Q=Cnz*rJMtBh*O6lAz^IEwc4I26HxU)V|jn4er# z^V<{csecIiDebxI%B?Pcbi)26)$qDV;8Rh@SBJHuoV$@)DtVq_fOg0#Q=iNr@>Iqv zeXX^6gm)5jZZS9RzW2V|xiU=C^|PEXGKyds82!GTY0I6=UGOJ6^KmYt7$m8Khl~0n z+lvmrRQL&6h0CdUOI8)j{nl7^)yzcc8@9plde{X_!w8N~4#K&<9u|zNzT{}#N{oia z9Pm)GfvuC0T}#}nvm%zr2T=oGk7ZY)e^I@_gOM5yDI#vzZK+fJwmh4jCOb`{P({w~!RF}Zo(6FkW#=*Iw%jXVD;ystAb8V1Z`uxxaE0e+g zC1+Sx1~)-98KFN*!ixn){~)5X_KWn4vHyCAh0@J8-3$p4dCwWw>m2F5+Ml%rHvolB ztHo1|H@`jw&{ee*w=O$B^)`Ymb{gzNraL1CB{##h%d(x_Cs8K9UyUOYQ3tE#8T-bt zYR}8p21Ps&e8UQgmsnpI=->{gTd+19zMHVd6-Ve5udI7)5=&lbLW+%-`fl~;`c@(r z|3HS6uCD7!*F{0-!P^MeT{EX&CL#zajFH)OvcB;;rZjoBrUxg-3doI} Z&$hX@w zhRlLr^Yu2a%ue^?Bak0lOIkO$oNmkLE5B1_%^m6O#G^=OOj}bNrEQd1xnG6|+!Ci? zo*y8z*&ne!BqHn?gYRQ@9Q;KE{%S@CJrf5;V}_~C(doD1O4(ARF!UG(9ybBxlJ&Aj zzZ@zs9-3-6z``?2URIp8wRu#)?$5y?PNUtLPa}<$*?Ubu59LBFqS1s`g{QD~owdD! zpxHuoeObq_Wen*$U;lzv1O`1sg6oCDZs%4Plfl~CKV)Ojh0gD1k0#9-`FVR%M}w6x zxu=iK%9GSZQ0CN0nl&UiI@v2+sr>cF@DSf@pDI4}s#R^M+~;JibTCWsAZG0nhq#)< zUuoOH)2+3>81|Cw&mZ9_dyTe{dFFq(ZkY1I4MP7cTGScyOFze5klqtlJuRu|_N-D; zq+JI4az9ew#|cr@vD_re_4>&5==c&W{KKK-Aq$nB6@!3xrcr`+Pd9(>VORJ2NPGoN z5ecnA#4S{afmx+C%$mzMsJC(byDf9F!xs=bT3{&teGs@~eWjeI8QH}k4Y6X$LpmW0 ziV;S0P2;Fsl4YrIwkc4<1Yi&Ui~&QNz(A3-U~-1l?)&F?q4624EQrV4DXyJmjv|W z-8Wc)Og2Fr?Z;safyXSun2qMGkwxkcXvU!Z?oa^azI8kx$lgDxa(Yj4XoxG z)K~BeM6|ou_ASB5|-&-m;nttqb^qMiX4);p<0b-KL_X5MAT}ky6)I7~8&mI!; z5um6{n0MQh#hTA3Q&sh0t^IabMTD(VwF+sEM;CNRnS-cwplB zeBo0BsO@=rQr~$g*;XfV`9ktrC-F%;>RNuy_TA9g+BBS?6D1jSsJZi7Xv8{xKrM)7 z+FB^&L1XSPHC@vGQ_UV_3C8rcm1XscnVnI;vf{xVdEjVlRg|VihuazQIl=K~zv$@z zDACaw<&$`#Qx0-oB^%2wqSl~;0~XqsojC~A3ql)_#ZO@Y)J^CUS5vm5{N4ROx(yE% zCGw#u@#qn&qnm<(ao2EI>x20Zd=S<2T6{r{&1aGFRGXEQJ9(l4JksZMT*j*rs8k71 z1s{P|gqarJ;s*`a#@FR5Gk&zfrj=+I;b_Lim z=VSPlAEhA|1z}qh2aU%(O&)#YHONg z0^Tcy>N^>29|d|KyMT@8ev*thc`R=swG(#rEa`XP0oSyUe3?(pn z*{T2IO8hpKm|vg~msO2a@FAXFogY%Y><2sP!ye+WzK6aB2Rcw{$GJ53c3q?uL?@N4 zF@Upq&&9ekw8s=~fZrI79XVumn)Lep7VsvzXKdp7y;=*#q9T!JHAiO6!lO?GZGT6# zm{iASO)WY4qTqmFq82Sh19XnHeYBEQ7uZ@uyC6+s(-Z8E#m7Z_8^+9# zVkW8tIXZOV`?9z`T3&7Zb_9ZHDwILacdty&R^aMGr}Fxkm(?S3G4>(8GTEs%28xhn z&!p>w6wGtn^%JEia?W(#jG14G=!MZ?E2+tO7i<+)sFBzllx1) z2OiJqRTT-nL0ZY)DuxS26`3)O_OiZirtb#-vwKE8lOBdsl(f*zDw(K-2Fi$wcp$~1 zfrH=yRhm_GY`jXm3E1^uHzVAt{Pqw9G_0(0AX+o{M4=VFm(4&K>ZSBIqEzwZR$^=Z z2Jyhn6}CtA%$0KF@rsfvZ@i~^rypT3z5Vb_UnG12m~g1O!=}c#mr!!^m%}p58p6Z7VfB7)~c7%%MtWIAn1e3E`6pk!42H1ErEX!}O1XE**{*SvUV#vJc!iG4T-flA3~ zu3|nc^;PW`bJp*PHx9Gn{s$M-nYQ)7$)jJ+Oax~xE~!M>!)JYrv(zMB(?%gC^?RPt z<<9g>L{weaSFAT8@K?Ysk#KfLSDMQc;9j`G9B`|S%d6(crC&HV> z@px8epX^0>aXNFC8Xap0MgZC^%5Sjm25^-sC%r+9+aBl2clG<7UqMZ#ey$}Hj&Co;A$@fRm zs-LW=1P8W(g)lW}5BJ9H+S|X)(fis7?88$j?Yy~9%tkKwE3jY98Kdy8Mf)p$iemp2 zPNB;T5o)HOGYi6X|M@s=_O!?-Piz3ME8DWU8l0SH$ zj(Sm1j+Ai*G+N=_%#qEcL7e>`TE10F&f8nJ=8L5y)KvOjpe4v zUeZ`>)D22ZZHcIrVb?_o--WSO3Yb{5Xj_qALHN}f!n$l^InS3f>XbOrJj(16M9tX&%@wAWY}XnA;*FE;TU${*2(+l8D{{w{UkJJzJ#rngh`xZNb{r$S8_@t zH5kaU%#<@AqK&yiA~QL)n!}ZLn~2r}ZB?_P{<}n$&XY1|gC=)f;^C#+0N()j&CO^Z zM%-Y*%^7TM^?5?WGgOD{!Veh`>5CX={^CbyMdI$wo`Zc}9c@+W?&jPB&DeAPdNy0= z_a1O6uhx#Nn7)jJjP%=jvJl;TNWmTt(!^452fhgx_bJKCz;D z2h_qoGzGRCY*=uglgC>Ido<_;Mb|L|T*FRwx^5$BPS15J3mYa3L+FVbjHOe9zugbu z_P+=*n|i_ipgnnPAmV$2qtOU+!<6RQ47$|pBGM!Bay22u6(9W>VWB8n2#%y$+WF5HJoFP0wQVt1`vpOJm5LWbl~o= zRS{0rPHk_w@*spkWVa3tX|EJ=a%)hVjuM~0ipODODy*8apEAM8L2MMCHDF4FLYp^XqH<6lue#qXx&Feb`27u63pHps{6$d^gQ{ht2WOMsD& ziWb0+GuuhYv>D4&6++i2U;o{DJJ=?4;pU3yHLJImNp51NV*v+JG^wB*>LkVJPV`cg zWH0v7Zu;q=z;&Q+xr1YAh%;7tp%}<@V)gb&FJEIE2dK+D6f8WwN73|Hk!fBgIjy53 zCh-5&qc6=VL(Gh;h`yaPdb>!{RXLBkwbAz_Bak;sQ>(_%^9*TXY0Y}Na!K?&=pc~m z^=T2y_-l75_w>AVxs_|tv)eqrKg>!Rb6x0|AEQ@9lPRswkA>a1aY~Fmc1KK|NUkP{ zJz=ALYazZsydE4SrsSzFw0=+3QaOYg7lRATeU7Miu0hf<>Q8{lqCuldr3!MqOK3*O zPXlp$RV5lj{8&x!I^=%(2;POx=TJ}y=Vx*~S>Dz$7S)3-Cmq-DL-t8zoS7ycQ0&FV zFza;neQWkIqbK9i1ctVK&q??Vbq(*NrxmaFjAq){@)EmXloHK9cv0wW!eIyX1;D@Z zHgkNi`YFkMHZ_Wev*K4&->FjTn`Qf|*cJ3SxCu8tSb8Lk6OYZF)R%J_u9t*^p$`;q zl2&R_JlsTKLDrUnvBz9bVknOIt@DE7=45uCq#AbB0n3;&K%b#5D;^+U9eqM@D4a#X)Ah_<(-$MqCXc}@Y+zFbeGgRE?&(o{E|jRKGw}m$csKOhf1|IP_1dv)o15}89$Q~8=XlnAiQHS z;cvg$gS=YMRiJN#sZ_xH z!?%Wn+?L_sNp53is(x8?|9X+Zok_!GdUNMS?go~1xen84g)-kUvL_RKQ}W`tCS{B+ zp3B0xBP*JR)ZE}8NX=u|Meg#SQrp7~BvD1el_ zQLgugi}1d`O>=Oh9-QqlcLOg9emcB`Gzh$p#ck%x>8|}gvt5czD7wGMMwEyDyb@x* z7YtV$0U=!4Z;hiH;qrq4A1JmIGrtUYo8SPN&ZgKMw3 zCI2Zl4CPv6#w>JfafY(((rZfL=@QRi>}FR!-X+D&I!eoQHY5M40ATs5XF<0~X9xgBBA<4X?)$Gcj#Y!e zYBni#wEuww#P z*&qqDU(JoF$2{OyfzyRBZ+%=1aH{o@e5Azw(l~5vhh^Ufs`**z`^IZ@o9@l!niwcF zg)x1u)~r|48)7S>G%$qb_+)tlC`e?V({B0s^NZKK=Wx1+bdmPy?sxUV9(b%V)Lx3q z{1ae{d05)XcQG-Ab%OG#M-rpH3Q@@M58F)>8&qMxeLw)YvL_OJq&(K@R}SJiozLv9 zMLHk6#^!1qz0E={+rK&#evURlg$u)4&tRI#uO7;5L`(j_4mesF)*D-<4iO`Aq7g$y zKsWo`9{SZpe{?Z}WPQ3{&zS7@Ypar28(&tC=EsAr7+8KU6Y$-BrojxGI`aUiFYMY) zEW7I`%(Y{d7S&r+R1L=aR9B-k2Fvs7cSwQ7ut_wzymX4)KNUZmtzId)9rk?Dg&87d zuVy02Er(a#OGYS7xb{F-`T^G77C()>lu|V{+ncM-Tn;a~ZV4c@+E#3c*GUQ(4Wm%q zeUKnf;2;Kw8kMsv4Bpt^u#;c1prwu;=f2_~e(<|nMJeslF0B;;gEOQ!x0ebzZE@dy z!HFL6*Fvw^qrhs`&ti&sFoZhQS2Lu6u7qa{Vp8Z)h&=|Fr^#n->8TyyOf5;w`a8>? z>^P$qiI=3NGb3|%hzAlD-2;w#N|Kef(!MrgIGBasV*^bFje>v)Nb6$xD#GzUB^YQ? ztBQ){{rzcfY>_>ZmW1nhF&gq2j}~=dE=C&F8XK@(X?1_R*=JXzYzz6h)+1kHKMuyq zlyN;lD946DD;9b^NZZi3gyr}6n==$M91dcYyQP~qU*SMRI*MfCv+NyEpmoS^u2jBpKrZiLAR{j?z#tU zor#k5to0o0^iZlzDdRwg7`p`WZ0v%&%Z-W%VuBgag{IlytQ_C7YB z;H(6QTZb_7nvLl4dxtkKIDa{2f5_a3F-5f@zF(0(LAtRERCRF~SbRBMgv5Cd`*VPy zN);}b?q?{47UvTd(q&)=6WP3z^O_yU*AD9|$otHpO=HT0-GTUs7ip#9;v~`RJ3P!% zXF_xfwm3nTdcHUth{jEfjiK}0K&8RoLPXAe1`R?#g<^D5+Os}m*=DbRx*Sx@P4jJV zfVgAw7AG-L)d@jSZW(yT2Ux#;L&*8*p5@NV&wGa|QXr{f8g@}j1~yOrFiqp|K;J$P zEE=1oy~nd#g%ZfV;m@+CGxdPB-~TFCx3EK`maF#x*SC*lm^YKk{(BQ3K9DbxQ`xXX z>q}oOEMxD?^+0$7`NgeabmA7t5UWX}shdheD+!x6gRE2$ea%eWmdyV(AI9j&)dJvf z(`1JI+1T4s53*XF5*G14jUO`AlqT3BZxZ~1u-=D@`MUpItCLJyN60eVr{YzW2-2JvsKt2{VEk?~Df;9ZIrBVnBQp1FV^U*F&Y7tj= z|Cmtx{Td)4y+lrghLfLAi|}apdYUo@`lnbAiy|X#dS_3F?|5m{(2$Dv&urL$Z&a^X zT6ZV9*>}T@%s@0{2Lv!MP89Cx^GPHowhww5@Pfp30ZCE$i>9OxdY{8ZYU84tn zLko;okj3LMEJ4-y$1&8wT^NqP?RI$44zGjfWo~#va->u`u6+tS=nMe}mS{8ID40_E zEAL=_EA1fd7}g+iP(qX_tyW)gz6f* zmYAMMU6m-lgBs*JF<9cFd#KRx#PZ3%4j%ER^73IlCb}AyP6Po`%(^>S7&vreFlI{& zF^p|e`x=LTx${2n*;>^X=@0i%C)N#U@m>0-Lzhze+fh`&7|Ot^!8wm5`f)HN)SbZy+aoQd zC;PZF$F%qR+X3(a(u*LU*3ug#+_l3z<| z)a*?abXIFTKtGf73W!McEx8k&pf^yRzPXsf2wDL}Mc*>bFWM|uqp7S(+zWuuIY`Oh zEcO{u%hqR+)xR~OE?&c>c1543R!7|yKK&nW-UsHslG`MS4|NH+x$ofDk=4LFYl2Gs zqrB9gl{-&OyqeKc3?EikV8ooGQZPr=lL>D|2JrbZ)xKwf*#%RSBlb}Z53!7#<=uZ` zxJ5wORL;3abgw%?5YEhN76s4@KJ_x?47CJ`(i!v{m+59GUf!&EM)hx!$k}O6pgHjC zLr}oCHB|Ih9Gv_N+2R^lOtPFADb=}P+}egA*vQTv>qoFza~hpQX_0v%mQDrpNUAG# z$LrZ6GWVQ&kzs(qdcixSW( zOcg2!R^OBjQYjt(?S6!W| zuB2DtTYjrqH?A#b>+zNvB)G>1J4@4+A#E3Ucgm@F=RuwJ4gTS~M3;|CFsQz8IHb@b^+ zsv(2BoE_Y|*1)8$=HAEX8)P2m*2Yop)iR6{n9#SkTdWXCtC6-21jaUzs$W%EjsEmI zk-X|~VgM{5;!4^987l-DpRC6s@@ykD!ERd_4DCImE4KhCAv0@y0n<0Mo(kzBlCu=g02yHAv7QN=%0RsBZ$+j2vVv5 z`=U$qAMXj@UfjZl*yqLvkD}fM=pTZTBcKp6GM*pd9fRWiA$lqavsr#w_tI7KLZdb_ zN$|0hNp=k|9-h>;S@}kJmE3T+O%d;ZN$cXvJ|18}W~AYC6Le=Yl)baz!@KahL&^lS zD_?}k1#3NqrrN|b=qI!)p{fDumbZD6NM6WFP|B;zMp+nXDbvSUB8<`a#FP6uH17yL zD1xtD0%a%VmLhR{p07Ei_M3m8d+uN7NU@CwT06(!fyqbW%yaaQaZ9 zM{DDEQ`I1U^}uuqpDMXo?|eju_hPTkmU6RYd6xPkDMUKK?ph1-7-YKB&?;8H%nBiD zJhvln%SU-Rs@k+yDad4<;O{RajP; zw~|at(${7DKCF<&K@{GlH@gMM6F_eEg7_Ro>=(6EF(-;GVb*V3-3C2V<7_A@`m39@G6&5cD=m9358<2eRf6}A0e2|qw!Uw{ICPedXu7|~e!iq=g#kTyHQ3?1R^YpFoL_Urc&%E7L613K zJCE0UlI;*P@nJkTa_A9CM(?wJIqv#wnBtT+TL!a3vv%vEW3Muar5pL}W}*y!grflw zAP**S(bF2i7Uaz?qAf*3v+xi1G zwKIw$(jSa2GIsqtPYVo=NuN>sa@u}K_nEJ=-*lFkwfm1aNd{3fC4dku$%U`76h}=XX_D2;mNfzQ41HBXOn{+4)9oeP6&rjqydvmq{t&%pKtj}4u4bw>Os|}FM_6H}d71MJ zDs^KdwBVPrEe`iAdcVE>_*cFk-!j_30!cP&Y3le&R)WII6IQ6-s{qHhhG$TAmcrfh zyiGBXDy8i(Q((!&n$N0PUwT31b3(U3QHYN4(`CNGvxj88(3n#kt?%3 z!wQ78`_PwyiC~@AO@62J%c;riE9aQmt7Crjg1Z2}*& zr}MPA^NIwh@gx~+Hu%Wl`3Ft#ywOZ5ZCxNNAXKnj2Q2WJSFg>yC+57G#(&HLl|;mE z+eNiDS$qX4;VYh+17@&Oah{-fste4=jgykcFJZ&>+$Y%1Zhu^PO-ods+2Bu@eQ|hp z1nWN&*_V~NltrcDOe^f$SNEr&V@?CWceJt+8Epv3QS(R5WfkYK_{{V8PJ4K)JYEWq z`9&p8G$0DTQEVAt@#;z!DHgOE&a|xR37=w_)R=9+GRhIQz8zFa>wuTMV;COZ-iV%t zMQ^csCRDTqUbCJ00+@FuNz}lWQb#3zr#YE{)5dHJNt?f$yOHSnq3Q~c#jn^S74oAk zCS}@?Z((#72s20yePwsBWlwWsaAeHj_Z+b6dtA_JhTG*M+A1;6&s3tYI+SIHQT4(k z=>rqCi16jFYX1<|OQ&z~ZflCw9);>dANAea``!%dR0ggmRf1g9p>iTe=DNOD6a^$;**9!6Sr@(7;s(yM&uA$VHs-+X^fK) zEv_ebGBTRp$ti?)dy=Td0o`5W8QXhnxDsodmgyO6_O$T{0x^1j%>buAH!-qtcp?%s zt+7j&G8t&f@yWG!TZLo11b?wWV3PJc%rvq0!FY5@K)11`swMB(#sR`DwEM!E4~P`4 zCnu2Hg5)%xmV-?^{Dd_0*}A4QL1rcUJCNENnV|Olit%l!a3QT0dgF;j#a2B|HZ_l2 z)2B2LJArOBK~J8Bdl^(A9}3?{7zVtqoE#Fw_AQICJ7Ga!LITV|BNF!+ZQA9+sn&TV_ws#~01jgrEM zO<0MjiXZJ8!>h?$FRBluyNb^df_F<%gvqo}`mW`fdMoMBwYGcc@^0;6VNOz)cIO{I=?#S;K286qxlwwmoOI&8F&V0TXNY^)9 zlOB{c=xFElIG@nfDFNRAzyz~cVpfY#^mj11lJoO78IJ9%Juu*SXy}_qfKWCc=hO+& z#my5=g*j@65GllUgCvVbYJAar3@)VjJ_uhT8oMqG`+zA`t8vJNngvb$P=A=yTycAK zrbFQ#qM0m8{qz>fK@+Ig*_4hgs{L%xr@>$ep|4RcI6t>7XD5KTt97U&EN;P2>`T2# zUuO^ufc}*xup@9Z?TgBWDKU=$J5YK_#ov(<+oUMsM-haAow3vuDHWB^D)+p8Zy0Ow zX`16UC9m|_{Zsuczx$J=bW`G-a(Pyv0E2nG_YCvJG^m1zB(ACyA*X-Sa+*e@<0IJ89O@ zt|bCC_T41weW{r%vg7FZ!1oZXRC;pJux+b@^EH}0s{CZXniTzN$m3ZfH`*O9KYW5L z3;WP8KN)&Se$O~Vnt|fO^w@To`>5r_6prRjj0nQAg#Re}p(ae00oD3Au=7ji-LE=|6KA3feK&JD|?D*xIE zDAKrKgm2T#c0?Ua*%Lh}2J(`@)F)m+WCe~!cpZ7MZqs9oqA2A^`0XEU?L0wlY+wX+ zbeg6B^UFo9dnI{VS^mQ2mGCnFjkv4x%v^lSO7%~RU5*T7Q?m-Y^O8cB3(2<)@7n(H zV!<4WlYia$`5vWU3%V|HG>ry|^R5<5!2U?U=ta&#JsffUi)ptIJtWxJvI*ZAMoBGL z9m#ypK%yo&NNf5LJ&5)0KI(`qZ?!k3m5;j!O-5NM^yif+_R0;E+xU(tPnsFY-ls)e zVu6gGP{<$eW2%9#m!{vDPvno&zL#B|rm;85cp+U1Zdex0) zV%)GyjZ=>tN5(hwC1d-tYhy%HKlK+2eRMII8SUFsd#slB^A7zkz)WSUm59xRti4bz zAf$h8Jc@cx(@;!8E09Fp=penLZ3^MHfvDl)#rvW7&Inq=8PZ3iE(!xR?}e7LTU9+zibUq70 zR^FYx_Lds+fpvm{B};~YJ4p61q)xn6#Hfq!rMp* z6^IFZ!8ls1bJri5fo4=g2{Mw4t$PXVYlU5l7h|;n-3)bVh-_u3J?h9oml&z?0hd@R zUDQ*quA+?ly$I}W$=4hMc`&TW*S$T<9VrlxvsR@5CDAhpr17 zak_Ef`A0Gw%fP6$ z#Y#Q|AweQL2bRSp&U4oOVcOSqgMzbr!dM;LuPH8a@gV)3pc9<4b#(VwpFxv{=6(noh6h04Lp|zrGB8hhmFninAPF zIKbmW$K7A8lNh49`(SM_S9S_q`yyO?59lYZxZK}XSD%$~+4ruR(ev(WB4o@Ex-TL3 z8zb6;?KPo2*^lPzPRO(vs}tPx!SpJ#C8mgk`vH!ll!)85&Ik@**}@BE>+Uq(&W!ER zOgQ4*dO22dfLmCxfr>)DN7^YND~j=+(r2KC9}+7WPI+O{klVV)bVxwRw;b^GQkRF0 zW899tvr10#r;5Ec-}ZQ*6usl%{B2$^o3o5_F?+dyh8;i%2+|>a%^NrT{@TV7IMNa- z85!FM+fTq5S_Mm?TtE*p;`A;Z>=e=et2UmQJbJctWz*!S>WcFso`g`C zClrtC>+(TK#>Z6FR2prE;IUm07sBDs0HOgSEU8a5Iv@ja<)?lV;GX-U1tY7LN=%o72H7L51 z^Li3*>BmqUlYR6KU=YhV;mDWc#i+{hOgVdBVBg?EUr$=Z6@B z=X@vN0+K?|@ek+bZ>1ndyROx(M7-P)@)qgbFk#lmNx?Zls!0ScWeiMz^s_Iqd{$vK=ZYSEnh)HP&fe!fd}UhY zEqn5#eDeqG2PQnF`9BP=j&{xnbQ^*sq^mzx8`(SO_Sm59ZO)BpHXE#HX*M6nLpE!j z6E!9)Q`%A!oqtT+2C8p9xNmCn_ztokuoZ`WTKOF^`1JcDx{~CoVwnxQ0-`Kv9QGSa z&F7RJGEu%y!$u|A!C6McS*Z2O!WN;19h#yRb#D*Bwd1%o@M#A?(70qc4RXy8U5Z`l ztoT3XKFtUd@_Z^)3IW;tbsSKE>m#aSU=@n*sHB6T!S@{x;$%DHi{%d%qF@%k?w~Zf z3=4nsi0MqVYKVb4e`kw$Zm*!aerf{dB+MT`F}51_p`e${6L&PjJI|yAZjb?6d9*oA zV^S6pECF=bf9)CRal569(F#nNWoFzCN=czu?iYP?N1#Cvy}a^CFLQDYfdQeojX{034)Lx}(xc*H(mjB9avWN+AZiY{Z6KDR z;>}AJ_r;e~dXLbEA6nNH1&;hOkU`8U)(0AoUDGk`_Bm#~a)`b}=sO6>Hg~#!tb$ZD zqt~m!(Ir^0lNz4fa+)PSx(L^!MVfTe*Z{h_H(g#pV#Nl!*Mr_*XLll;8Nzn*Y~(Tc z*u>m%J7fQQlzAU+HbI=+Ks--Wd?o&Of$@3!`=J>L7o-D{BKL2s%|J?6(mCu@bv#`j zXPnIZc2zzjK9?*a9Fr5bIKdpPZ1oW@wNTuA*6Q@Sa8z3r$7__NU|X0^~sM;YAn5h z!LBE%CS268K?iU&S*|cPC8oa?;kitXU|Dflrw*4A8Vz_@Db^FIQGz+CIffEowPQrR zizO+5!;!HPM6Ra4N=@1ytWLBC&b_j=QY)>KJJ;9iSD zeF1sD7uy_Yif>>nSyFg$s_%lkv=tDjZ6brE$UZ6CCDe0!2F!orki}AOUT}yUcI4Bm z1RG=I%Q!!~bhvYX6HSZ%Tw&tYBA)3Q zU7Coe%AL+B9N)%g&xb7~bqFisP0}pE8Hn$k!(-aDu>0Jo(~pLJ^ufga)XG>N4&YQS z^dPPQ-T2_^)H6C9VHjW0W+b}Z^KeIRXJDZnAecqjHmFQWVyv=P_6_PVeTW!xYE?bu z?Ywhx>4Ge#%!8{%GwUX4xXp1y)F3svZ;=WQ1`_$P{WzLpm!iJU9%p^@&uzgO))$V> zW_qI%U>!i~3VvZvl@g`*fl%BmB~K7v{f>RDH|wU6X^};X-i=z)69vL}WH?m^1P(FG zP7H%|PiDlpr7`K+sCVt;224|AI8&TNJtH8o@oBe0xIxSNLXv@t-9|W4N#2lXA3mrq zm%`mVXY!F?5k<4o9t+8o)h2IX3_THxqw%O@O6yakvHD%J^#sh*?#07Fd zqUv9QARscNjP+kC%G9gSaRq*-OOlIn>s-!!y1&Jl=Zul-fZ4%Y2LRlE9}_M8J{z+{ z&oQM=`TX^F6GZ0T$YMCk%gS}RBP5dD$H|3=Bfz@~*Yz);I z#ym~X)Pj&HXIt)F$U}G_DN|H{w#lhv*_jIuDKp$dc=Kp02oYWB&3P5r*3m2}!`e@$ zN}dEXoD$wX-V3NpN>TwFPyk}!jdp4M*$a)u6AiW(@EkT&pj3H4zgl3_cvE(LM?Jx9 z9IAXnrbAdN#NHetT>{rVM-iLwPd1bCnn#GlLB(Qpvf^r1_2%64gfOW5;w__nR`dbg zDR5HdXr=65?&;(B7sR_;_+UV_MWXru|5RzI)wL!h)q7$`?=^%9&L-vq#hQ#{CsM7nkOQ(Eskb5r0SWJlrO)NYX@dw$C1i^p{mZ6l;fE*y_ zJ=T7}F}Z1+I*ygpV-=H0G@f*-ei-_IhcAKOM>dsCsP+lp4qTNsVN{jI&V5qWP(8Zb zlo&;UtFIf2xaJ0!$9l(W-t{yo()FS{tsJ-waV&d~9cKh(92~HRakR(so{T7sOwhLx zoLkqUN{8j8^q^h#I+~mXa;Nw-^v;XrCKjg;ZBh$g=dT*+}%+D0Wc(gh!JFSl>blnEZq=MuC)!{?+E^W{*cDI{B zJa1MFmZ2W->CJuYNx4az+U-M4&pGQH*{Q;-Y%--Llhfb{9bZEnScvy=!s+-*qxFND z{KHI}ZxCUk2%8}IYH9J(Ass2azZnDrR z5=VbLJi%dy_^(t>wpUx-=njvL^uHD^#B(S|Tw}k>x>bba1)z$Ae7wK18TmoJtTK-$ z>I)#fyYMUVvOd!I9bf76F3rCLJ(%qdFGAGmS7CHn3$@36n| zgJ4m8-z}Bs-kjhun>tWnas_0#OJPcayTS9)652MEp8F?hGN2Px$OT+8k;Q6Zqu^M2 zp5LaB)mpVcgaUAuB^2;o3LOa13`8vDQUN98%EWR^h#BB^9T9j43y7`k!F6;9m)Vn2Y< z^uU+fDK{~6iwk)~#95cWyCRc@yJ~q9i}cx`3ZH?|92mF82~tktW}gm8$h5vQ;A%ED zz*xY382*(4X=b^%q`k^SNBeC&MEP!IjKb$jjj+qlc6o3;NHlWilwf{lSfdaxEU#{B zV=!`Ea@tNA(*b55;bvSq&#>+lb7GhHdLob_8WJeaQ*-j*sg#!A;v;S4h(;;dqNJ+z zq#)^NmDC8!Vd)pbjxwSnMj~0RA)Fs=nG8Kr#BC0+GwqavpPpya0nVlFiq?{j+!1cq z%gm1@MKi8w?r%yyoKYzTuZ+WPb!wl_7w?~#fjTghokS4l!+Gzbw*mCVTT~wGSHTr~ zAr2yrH=FH!?{zm(wSf&y!4t-<6Ksfn;XV2+(spnj^`IJPJOv37TZ>RRPRR;O`dJ-u z54S9|s5msS{p@gXlmoz6x1&y?JrlC08uVtD9j%aTFo*v6t^tnmRh-XSSi65dz3@iN>4dqQ#P$N*nYzfaBJW zhY=o8Gn&3-dwhaFCSE1Mm!YK#ckqk<;`f)nzHdMxfe{QV-31e(;)TiCmv}7WX#6uV zkJNG0V}`hQc2E~O7e&{QKF>Wt5fkIS!6;#mSqAeZ;%hY}7(K=et#Cyb1=l*E6-<`H zr_o5>dRUZSdW}PZG$9D{5aB9gVTu5r&QE_ekO$9|vhzvX7y;~R0kS7rdWSBg2+{1} zs}{7&ACK>>3k$LAI@w=3XDur^uiKQ*+Q|8^PTKfbq@_!`>FdsHxl( zI=Ak1c#IN>nSGo2Efxo;52lG{R`CbkHOdIvi{{~Pb>|)DHZyFQ$obZus)Avl_)oWhFZndk)cAdSxK~zW(RicmH8^11(pf6WGH$pI^j5mUfA0-HE^p3)#N;qsega)S zS?YB*%+@0e{mP?vl(mmQpCiOcE=|VWi0FM) zD_KbSqkYo#Wl`I??mAg2F1JN#i-VCr$$=!4-eTTvTe7|y1NtLTq4b-R)_vNYfnK%>w4-HGz<(+VAG=o5N)cvAmDw$?1}KNQzgAn2hCC z$W6cEU~McAIeaip4Exh8%o2h%=;xoT$HzQ50LAC0Vr$|S$A>ccNhhb*E_X=9+Tmy= z6U3U>=J{JoHc8bja9^8dPbaL%WWCWZuW?vU%S)a>Y6e?<)ic9R0)@8F+Z0p-!vXV3 zR@5;~J15{<-e7%#o-&^?zjyw1Lu8zZgDto5hEG(Sd_INO{?(uVllU&=27dR%%Y^R6O~c$!RTS@wjuZ^lUnu-e$D5X7RLM;MmI>z>^g(*FJ-= zef>p;C4Q&dLJNJrVNyPhpd`>-IO{Ivx;kp8M&QjHnE-Q$U&^+2`Hb;WQ&H^09(!@5 z7j=^d7V1P*NqRxisY~-Hqm{ax$4+zjSG<}&ZACm?dRO6;rZGiOB9!o z{oBAZ$D$1JUoAei_O?pnoP3(att|^)l4*O6MrAjFlUyQ>%Gnrq=#g=mcd{X_PT!O| z8XY_y_NQSZrmYk@j_4r}I(w#C9b}2)!Q@bpKVq)#FZi#7+zQHQB{w4^cpHuAnKhHm z1UuSySLsNF^pdlKFig)Up##Dcz|`y{R|7VXh%E@>|g*N`@gjCI~DQC2@ExXy2J+h{U|;-V`gEK2>#;(zMDKayMs1f@RL;3$0xbZX%T zM*&Qk_u~XLiLJfx8WXD1)b^Dly^tHRGc_I(_zU%}C5_x4ctsvWTZcgvX_~$_T<*;E zJtZ)uFfhk!cmh+ur^Q&^tU^|qdVUcrBNMMRSu}|Zi+iR=;N8=e4t?_wnO6YUze3-a z7G~R`(!PU9~l}*g4B0W5n)vR1-!2vVpS~j2;0DkFM%p^J>EfCBz~CGS*3xQzPFQ-;B_9N!#nT%u2~nARTT_ z-oI3qA7l0r{Os6LX1Wc>MI31z!%>UOo|bzQ)c^d9RihiPx{xaMUFj7ps5tR6P6ru7 zp7Paib+|8Fh(_FsC_LxLMyyBb7Tgz*)%NZK<)uBo*$pX%+y_CG*@9~ZRBixWe5s)} zW!TJ)Wp<)0omHay;)ej&*XMZuaYEof;gw|o($R5g;!=QMvZXHn81oLp$DEs%;_!2# zd=n0nYr>CMQSP$D!AceT8`_|se^Ml?i)?D-=4YzFR7wH7S}fRAu!q2 zvu+0m>D^jaciy{g6K48Tzw2){muZI1yTBoQP%)Dp#)9@kh>(XQC?Qc+cG-dbSkjUO zW<0E-@Fy7I`%OLS)$V>NWv%gDjeemMB`f>_#H2=Enf;0`am)2i8Fd-B;x2!h3Dq*j zDe>ExgxsHt2iEVwZOVDPinf3W?^rH%V5$Tg+$%A{(zyL}VGA1DKTJt3IoTSk7}JDi z`o-xZ>x7e9=5>Q!f#1kKtNR;COvc#HZ%=myFrfgr8SICfw8nuSwYEHqT4BR*LfTON zxR3(he4~NrzP)6czRuEymv=}JOD8|#;$D*2FaZ!$Tc@$BmU9QZe)eaA?H19GnRDP5 zv6Y2^-JNd@_@Mu9@1KElGvS5ioxfv9B%{q8TTQSkly*PF00@EbZG|kFCGM*bXA-mx zM!i{Z)jW|1kroW!zScd?X$*J!^FyWugU@poxtkQpKc0UVDXeI&`}fBADJR?O- zaG`G2Qcx;Rx}md~*vuQfu2|3Ik!0-1_m%5#4523`n>roTK9q`l>0M%t)0$%V#37(I z*ok>cbwI%IkrGQLPGL&I>O0isN9P3#Qfg-y+ORa}X8MH-I}H+^5qZ|Z<5T@r(oi;c z9B)@&DYFpyh?$xy0KgH5>r1T}7WQ4elYkJ{79X?HAf!YThs~i2Oogynk*@PM;DL9~ zFMRA8Y(U9P_47E>Um&}Rac4phR5_a>Qq&^RfZ(^?dSmQ_NtC!MnfHi=K$!0P{N2%0 z1NinmZ3sJrQnLGWH$t!n=YW0>LL1@aF?PuuKiLTLN9$vDW1vwB+?fbqsa`DeFh=6* zIk^KY(ln2S9=g4v!+bGOxQZ>~6A%urP#0pQubZl*HclZu7>twaD?^)v*FQiYWZH0! zS6FF5f}2ks1htdx4a<$?&=n%oEdG<|`3Jrz_~eIlAqtrtrxx}DcF8==?iQLd)5%tx zaR%boatixF{iZHuy;1kG8UGB}#*T>Os861m2uF+)_2ip)YJwN^*frl$-yDoIJ5CKM z%2~Uf5rG;F9WM`e-zbe-jxVGbfIU#b7-UG9;wvkkI5yC{Gr6oo*5It3 zOls4x5YooQWdqJn3;Y~#)fmK@22K;6s?gVk}aRJnId|s5ttZLFj?>E^YF=q%+p8I^E^{J z`Er`bROQE&fqU`Rqt~{B669}Cqh$7)njqdsb=O@o#QN}Ci`3B(m&X zZQAvi2}B|up^?aDW=(HK{|fB=D_n626h%UzK8~yuXhABiA4+kQVKPj9oX!*rF%&49 zF-y%3he@hPkWtrW$%SYx*=0ybPhdQLi`4H<3R2U@2;o_doRps?OD_Sv&`W%p;wl}W z`$q0Rs~C-}ZZ#S}AP5Fuv_(E84pd1!;5=OhT@(~Hm@e;b&mdg^AVOatF0?viIR^4Pq#&krNw%qeL9?uw>OQ1$RiHR(ThO+DEl3Us zPiE6l%#b^n0e?jf+N42tSfYLjPdN54NP!qEB?vi~PzEwQFh!CfBQygLDe$Z)zXreA zC?#%aswxvdU_8%*J%GrqVYaF(a(+AL4}d4|5wJ3Nc?cPOWgjuWF$^Ih2Y_1}sFP&8 z!7eXr2!m4Mup(M1NLvyALO;(gHg9~HzB^=Ye?2|`@h&7iY!WjKK;kVQRIAdVe=K^z zz<@a*cjpRG+y{V^m*W)jZ?8;N5LMcE;og~qR!Mu;NJ{+h=uwj@BC+LSa0n;?YHis3 zh`E8VXgr2*m$wGvPYAE-I%QZ4KJrYX=cBY!+`BZjsO&qmH4WbVxCxJ>nJmm$*`qwZ9V7Tym?dOk9Q=D=3B=JCCER z6V%3<{-pZ=dfbpTFf&5fYgpJ2?%qp=5r^zZ=IvYZYM)O`OcZA(9~^<;&xDghc8w07 z&>Kyq$uLxMSOnE%Rt}OTvKd*r_M$A^HnI59(K%o{(d`a<{Uf! zL@hBLl1Nceds!)YqO?Pd+0v5CV3(QTO1KA}YMd{!O-(A49zFu0BjpIwq?gi}oO$)| zbx|~3I+Wp|sWk1hW|gVaE$r!hPkEL+*j-x{Jf2v)d_|>P-G-%ho-{8 zJ6^90PnC;J|IO&PVr{ptB_JGig%5^|)h2b>UJ^(NYVegYDe7_aK^Okt@R+KuO`zqf<%9+~57pRY9l^A~ptO zD4maT<`Z~ue4Zh1`l62p&v{#W%3#F@L ztYUqDM@596maMzxUw23`e(>qdH|XGMnRqnDj$!u6XZP^-8Hv}m>1WZjc0$(Z=uO+7 z<-jopCmFuO9R9+mY_`_<+Sok1%z=p2Cc8tm2{%fv3Kh)QoFomZE^#*I3meCEGoeEXnSt8p51S9MH5HcAM#7atHqKmty{fky8$9>}&u~mbo z_Ths=R%1*7vnwku*Gq#3Ylo$I>qM$d#8CQ;%b-`9iHk2M6`hr@28#KNoE+4-<+J(O zbxx{^oTks?u~D!@aA}zcyHEczXgA6u59?>^!cog`*jphb*@T0G;$-CUxeSBf1G|vf zQ)r9pdcb;gZGZXw#4^`&bJ#neTN8_i? z7j+N$2?k3AeZ%S;zkxNL;G(h*0`=s9Vv`$h|!sJQL9MXp_${P5MbGTZW5%*l?9 zmHn;ukwA_Z%uhl%o%vzVPIBXG$Id*nkD!R?5DH3931>;=YNvJS!HzVi+QHQttNr zBHSFULy^t41k7H1dXsqEb+jb0aQ_msN?MehMOAnM1(?$G+J3t)Py$ zZl;tVAmqjJ&0zqkJ}(^Dfz<0#tuL(ykZuLzw^$ehn#$iy&MQGjldRY~m(mNJrxvm_ zLMG^0#m8)`2DEIaI+(i4E2F9%;4gT6qd11BoG}#PCW{g^Yc}J{h){4hlLM`I36P%Z zi;&I;Mkc3jb1-ZP;<|vB_ljdRBU*IAN5rwZ=7Miv=QwdJP1HxqR=N0bbo zITh84L|DEi=@fe6X(|e~Q*ueQsZ8x|Qf+w2IC6SY!eEJLMh`m%G6y3|h}t8%;A@;Y zU!HMDL?SHj-OAM-Ys>BKDc8k54N@-i%sXJLWIixr3W#xLs)J`6ZCGk)-guU4ZHzYC zIIF+RK{bvhs|s{NYGOd`IA&bR05)`HoO_wy%w#D;dUSKRp8uV0OqRi^DF-pC7U zJXbUuNr0pAUm^03w-!CPN}5(e{I1zF-D6RW7H(2ViaWXB`j1UxrbF(2e>EO8A`eT( z=zM{Y9zW+{`ZK}eEL0V6Z~bo`Mm`~aBJpldKEb{N@d(R2#{BmA9-{MZ8S-wk^X{2+ zZ(BdJXI??_9un!?hpcpG8a&6bx)1$srD7Wu7Z37#Hwi;?1`JePxp-@Hz5N~^YI%6? zX}z)c4)&Z!1HtiH1L9VIy-%NgZY2h)U*S3Bh$yYNOZkmZ9mr2S!axe@Li|7BfBABI zetupQ!N74$&ZIV0wS)XhNlcnW!w=+-2Zj%o-QSs!xFiLYg!Va9xFJav_M7NAn5lW2 zpu$IPTr1=SQzjdgc>oP3K$~FuE?%e{`n!k!O(W_i z5choYexbBlg_uZBztFKCtP$BRfd-%Lu7wRMhfp{-STm3U+1Q0Dp~RF zxZ#rf4X0<{57wrfZ!lHQ@9A==$D)~!?&L^T3A67xx$ZGW^pnxhMuJKE+O%%7BpJ_E z;{Gs?mHSWgs0A}WgZhq}K{rr~)2EfxjxN|mggi+{@Jn@J6AV0?87j_Le#B8E z){%$|_j({~m#W$T8fZ~J&s5)It?ws;zlh!P)M9L;$*2P!JJe)+fFSPhxmiP^jO2ic zDV!BEcVJ8`?y>k2>1#Zv4+p)qV*2s8q+8`eN9w(DS2+IDi{OcGg?%<)S?uN(eTn~` zo4W(*0F1TKILFoyL1c%_|3oyTe<-;}?!TdJ-^GrQP7h!zXHzeycA0}$r{`e3ws8^2 zu@cA378_0Z$9_P3D=xXU()fv#(NU>KHe0pFHZ;Z8(TcV{b0Tz4+tZ2GO-J(LBjI^C zq1yKhhDe4_aqG7pm!p1zY@lq(BW;TH&7|w;{=Bgk$k+9%o!Z#e6Jr%DVA z?Ei%<$vfH^yBPh|WFogWHdQuJr(vLFrl)0Oq=2LoaB()bb0nvrQ?_unHu-y2axt_t zF>?MJ6Z)$T<^1=aHWM4`-@v9#PfsuX4;cId%Kw1LKcM~(Xwx(Q4fOP`|A56m@E=zH zPPYHg6x)Ad#{YobKVU>bCuQQ{X6I<^ME>`6{-aC_J6qwu(oy*2!kmosjLh_G46F=H z46H2dH1y15^z>wZ?PTnX|0fe=M+19%6XU-+R0h^gCXjUU$|CBtqAu3fh6c8_|I~%D zxrGz{-{W6(LXEF#;^_3ZXnZDG24)5p4n|fMCK^Us)_+&l-wY<|_|g`xCVxe-7#S$= zt?Uh)&7DjP@Lm6JMpjxTS|*Brw66Xwsl`D5Us~b+rL64#CakQC|H)UG89Dw%SN|7$ z)h9{DE}I@c^yV{?!;}gE9ZNmFP+Y~y>Y<>RM}>oZm$=52p<&A4$7dK_wW@W@;?PZZ zh8uSyoh=@i5J(k81hmtf+>zWts@}h%h9Xs-si!8t09&zUPsGtB#n{b|j^?wgZO-QX zFxUYrUx$OcUxW;nqV%c*dAeKbjLBrQGuG!K`T7b}ow}qAaM~!rCf_{px2GBNQpMLj z$Cz(i0iaDkrGigt_)SV>R2Fe zIGcwAN__3IFJ4rDQRa|mD9>58<|GllBYiuT)>EPDIL_~9ZV{ucRfcf`jeB$#0`|Kc2izoQ?Pv&dwgGV}@u+f1OkZe~gkeG(sS(}-ZKSH|yrN}g zQc-j9%An)H3EOtr79FT>-l*nXJ21YI0#dOZgrl_WA`oiD&*+i?d3()JtDyuB9Y@51eFrVrV$hRXZ25Mm|+q({PGS|7VlG<@`$p4xf?jU)pZ}8+A9F`4L$`0c8I@ry3AzZ7S7Y zT;ztezw=j7kbgnBZq2NR+!#AsMKkaQ#_a>2ewjTS88b3vNcbWo@QDo~EVXvhQ?Sbe zrpSZf%tGkEDUCoP&E%?It|4I7r+)R z&>8x%!drwg2&Y2YaE1gR%#U zs{7Si2QASSfTA8^r5=Q=Er7YahscT#Y_b|m)8=o(9*VOX!hPAti~YN;_E{{9Qtrle zyyDY)m7+}3vwi^~+Y7xmhAxan2rHBo+6H}{zR5tm_f?rMuWM?D;0-LGnMmfpx4e_H bfupm# diff --git a/modules/cheatsheets/Day-2.pdf b/modules/cheatsheets/Day-2.pdf index 5fe895fd1db3e6b2c442dffa77c45eddbb89e47e..7444088120113ea938f29df5da60e7dd20bc7019 100644 GIT binary patch literal 113315 zcma&MLv$tzu(li9U(j(nwr$(C-LY-kwr$(CZQI7bFV5%;?yb>Vt7=;7DUrwvi_$RA zvcQncEe)^1Ft8EO6WAJB!fLnmrsjG-5=v9S*Bb+jKc2amx!&rnS}<*NshgubUTIboMlrOm4>f%pin3GR(F8 z$?zbUnIAa1douWS-FMs!^|Nz5Yb0N8>Tp=nPNgM)Y$r=TN#7Do zJ1n|t59b9#CPnX5q$X<2E9h#65K8`>dk*=C@vg#O z9%mTx?I3EXmpX`5*NK4gTGhLw>{f-bm>J|;BA+w?w zpww@+EW2u|mNstseM{~A6j($_E?^qE~^`n>Hz`b*y?WhazD(`#(#_m$nwKb z9539rBuG$7m8-fnk+*RzIT zJr0=ER_90u6J57756)QZuvPg-CD~kVEC$@zXl-}5btb#rBw>tRRWph1;f7p7b8#^x zn7b);*;zjjmpai<_iYctTD$5cZ-6^DH=jVy0<>&6Sj++%aAkuo+V_Q}kn6$(TDB9_ zIfExJ^HwBND{{$Fw>x3Px_&6YVZ(zRg^LLw;!TLnQc$}L;Y zAqb}8!y^MiA2#3q8LQjuhtqGl+@<$NdpJm+N}1wFk+-I)F)zaJ;!kF`h}s49q0xE@ganpMQS$EU%z)!}Vn-BFr&X z&kVcM=FrfY3(EX?WFGw=6|8H8d(KGx%uq62Zre(E?jO`{pT=%IO6bHp%!Np>W zpJ87|GiU@}2g@3QHA7iT!k^|tY1NgdT{YHhI<`NoRiVP@GCU9Qa?B!3!t<%X*DHFU z=&BKaA~+NU6T=*mQUW(UBO3I3g_DLjMdhm1!U@xnu*&bW^D_Ha``3-_9Qs)ngvGc8 z6D=YK0~4d>iG^CbB zF^QC!_AaW%wa3Iq7;V`27C&BbRhYlj^$UrD8~OR|gXKo+ZaU%R)N0=7t-6I4x+f?z zkSH>|HuQG~`mxGRVAbK3^&K8@UtE>PWcEvHDEFH!>Oj@9!)ov-^JyBEGU$;5l7V}5 z1-}=%{OdIw)o%qz-7LPcqDB<$xzkTs*rnAXmrj=p;0Hc{6VmE}1pJnqEco~d*4z>? zk^}7w)C6W^k`dZfeQa>)1rF!Hs!^9nswWyQvb=~|Pme{RAYnjASvW%C0aAUPyTh-Z zrm4$3jn5SRGq`8QT^6`t;VzaM7}477r+((Emt4C z})c?B}*cks;F)$D?(lavtPb0}lz{t$R$n-xh69N7INCHL{76#V;pDkvStBJDq zWDBjVo$J4??d@%yKsMRK8>Fple!Em8?SM`xJNW+X?E#|CEyq{h)9zl|r!(DenQzOL ztY%S#go-kzhzzbYkYXJEny4yiYA+yg5f(^K01_2!VOn4|hhKDfa4=|2g5nmY`GMs% zPy)R@_ycg8PBqYkY0YiS3=k_ix~`j~A2Sk|laE>ksB||_1iu;po=%K_%5UU|F7IIP zV8Yz;;GqU0fVx_Mf5R2S9#V|X?4K0XDj&ldCg!j3$05xKSR4~Wqw}3zeKSOw-xRQe zbc8ez31qBmK8xQ7Fc>|!X8M{25DqmE7C)|ENk>rzC%>kQhLT8j$~jM6M`mGR;N!0y zvfAogk|~gQ7^Q_ch@U1LkcEtMG+!?k{~VXE6og;GNav4Sj_V-bO+*4#0agcPLe-S- z3Xnc{8)&vp)o;-^osIJC6p*iyr)#sFOWiLOu;0kU@^XA^`ugBt;P}GyaPoNndcyep z4V@2`>Iy9oBBYsC-{&HxIpkL*y$!+Rt3!t-@GsilYzh!+)wCZ0#vVQyMW`>u^{&+W z%@eKbx1Ql`u-!Lc@kZ|i2!r5`Z$Ul1?d!NQub=>^j;$V|9YlbXpwU%G4WPz`;digs z@JctA^`Qsm4`k0~cFMehuy%&*o?Z{v=RDP>xGVRQ#i->|(bwfdS}gZ!3yp{(3GJ2>0D82;4Ow19KC`FZ_lSsK7I zw!SGjJFL{v=-1%DxkseiQl7`RB$K z1`_oR49$R_nOOsS`SyLbrL}`4*L^a2Ly}&+1*dWOU37sQ^T4?q69O+indZKJ)9ZgHNRCa-N{tN>i{57g zep-{myPLCDeK)>S!&&bTRWg1<8=E7On#tz0hc}j|F7#BsQ?*x?kGjuA1X5i3UUA>0 zir&p)u6D3rzUS(H98H1$XmGUsNWJbvnzj(+MZ)@B>e=+YVtrxkz7G5v!0M-_4WSU?5q!d=3BY~GM)70M*wPE<|82Ud(R!w z1~Sd`?Q>OZ`SrW4y7~d$Wm^A**Vwi2|4&+Qe1Z1VuH56_WrsZS?Qy}U{+EeW^Istgk1wPC+wiWRfZug!O5d2iUec`N+m*Lm*Fin??dA1;^fGJfpC8??(C~ur%EsnW z-pNn5hMvh?zTcnMdp;ETAMb{*K`rU2{>9Mvz);w}v5`q={bP^Xzf@FQox8qo8Q+&_ zKbPiixBI?_d}hQzP)}eP{d9EfY4^Sj61Ff@uc_2oHGU;WCY>hO;h^s;k95-sk6|v!9$ZlR%HG=dLgZC|6*e>U0aZP188lgv&wt(RnEj zWF{^+#m-KmxcBuSFmN{0El45RJK^P{Aa?hsAfn97^3>UmN({F87l)2AN?&zJ{tEZ zmGfJ@u(z`AtOS)oV!4}~_y&`P_U=4->ys2VTW+P7wJ5qG5a-aJfZOUu?^8U8Zxo3{ zDL=6l7hoOIwT-+Fo7+;w(CL~s_q$6`dOZgOC_WZYpPX0CdLNM3gctMBRzw`e&1gl0 za@XcOdBR#Gd}!_HGD+Nwh_ri!3VYA4*TE6Q(2uJ;I#7>}34quUU0M+-@T?cH69Q)? z&dr|UpfTvyvCtX2ON34@uy3dWdFd?So;r>Wd3sa$46X93OXG>(~%0_{P|FZ7A?`r$6}0;rm*` z&Ci1)9mCVQ4g^x-3Y#XWy`MB5Z{%(_1aF@pHE}HNe=msZ$XbN0d|Kx8zycueF~`uI zZ`SHTEBEKYab{$<+3i@tOSC)7EzeRRh^2dPAl zN#g?|PZ=#z(hlrM4?^g8P-M9`u_sO6HZT&TE3X|h%syyWvwZW19l3-Eof_N1psGSG zEILC-5t!j6_AihND`%&n$4fYiD0s1Yh9yOU4;$=DQ8*6smtkN=a=l49FRN;ZZwarKMaqVEmUf0l*#G#ee zDEjOhpq>1jsc%()0D4p{D0QuPWo1ciQR?Fu!77zyFDvxJBEqwjDrV>wY&j+P*O#f! z5({@+duXAgsLgcBjd$Z~ko&%mTpT8E{ zGZ%)S+_j@^Ig)Yu%_4F+E@fsql}dW^NT?H;qupS(H^ZDyS`djeh2_El}aS*sJfuCs)s>TLDpb!Q8$OYDz4!n|ky zIImp)*w7u2mnbrZT5Tfk3yP~0el)Gj;~1v-SjD5#xuX&X)BKe@t`&gOQBz`#U(F+Z zAQ{<~*U0~r6q?^P`V)n#1m_|%?O(uJHA(YRUN!CrIx3oS$HWskPRJnC4y2prEp~zM zR~h3&Epdy^M34!M5Ik}sfmjScEiw}*tP3RCqq^bI0boDJC!=|So|R9nDWNlcQj)7A zWQrwH6H?PG=ox_l6*)YwGmm&&IJ*aNa6n~_ZnJcx@|RYmM_EvLc~e&se%m@%f)tJZ z&{UB}%Dy*$RWql_)AuD**;yoa3PI09bUq_dUW-fT)DB!u$P8d@TpitB267geEEm%_ zFSKG6u=^DES&oXUKr_eNEVO6Ea``5eW48G-{yrcM#5l&g8@plUmpGSewwc-q|oM7T*J~X7;rL``Jg2T=m}!Xo*KLxzkDOwx8eO z5X%t5E;!GEX{PTqN&@ApUE;DRJA4De$WF`OEekzUq1?!?IV(9p+^}e)R{C8QlQ8MN zZmwd>C*Uj~H+BsY(hZZT6SBf>0*&ibB5Q(#7~W-fy-v5*u16UDM{$BA+Z#LrPn1m5 z(QvFrD|7@g7??shcrR$8?@^;B-v2^#y1YB-pIKZ(GW;v4?Fi}CGS9p6J&485pCU&2 zp@4g2QBybPRLyK64{rJZQ#G4^CbW#Ctq;xC%fWkLCO|w>Tt8JU^SS>3a(`1caxHWhD-QSXVTK#@J)#%?a^2sy3L(474Z3nS z3L<6t(qtD9=opeq{lwT)4vYB)3-?46#JnPS4e6%-swh@BNfHysFRkfw6@Qtsqgrq; z%cdTy;3Rruju)VC#DgZc#?aE9WEUE@f7rJ=ZOcLpg{we2A``;wSG>>o&Tzj~ng>V> zA;y!dxjtP;x4m7^V9l58-YkayVQ*~;1XXgKuM@;53TqEBV9cqgpCDHG*U;GQHRlE) z;1IJt)bnTk?U~7AC!!?T+j#6SgZVx{T3O<(Da|bvHSHqert2Ph(=Bm6--_M^i(A{E zt-5=TvaXpjA(%NJQ15aW8=87OqpdS`GHIemx-|x*;k1Di<;!h%4V%}>uM4pWW6VxG zPwtz`+mY9q?`ux_l{(YQe6b!#S6b0e*>bY0mZN3-!rg(Zv{tWU6>jQ*`c$(o-QrwqlnEo;L!dcO+7n5|ND=4hXJuc$m$7REShn zg^Gc16G@n|#_Bg$`t;UeJZ&Xu7o~}ClL(>q>sZbM`ko${x%FfTxtj<<6Q=Vo8Mj2F zf(Z@mnjQCPaE{XYlyn)?8cZtGRJ+F9l;W|bjNL30uqRdo)qF-pe&+9+Kgug2e8x-% zwIEGqS@G{@9@Z!|D6MS#$%6BW!s~TNusv3}L-G=$Z*zHP?4?1fR(x*=d*nuMFn7d8 z)Y|Y0Up%Zv?w{;#17(Z5ENC$K?wFOo7iQFPwO8F7+c&ABB_NT3{FGpl)z1&^uu3kH zo9LO$6VE(}lfDnQ)7=x^T?AdxgCh!00hG|q&zlR=*VB{vc8;4w|L~?i&o!#*;oA26 z993Hrh(BXHv2n=txW4>RN7nDZGc zl?!%_qQ*2~K^5PQ%TiA2IUo}i7EQU!uO?+)yWM`S*lz~8gO^SN^1YfokK1&Qn;8B9 zpsT;XwDvcZ@JRuDN*FYxST`X3is7yERDfr0q-rs0uk%ji)19s*~2symwk zQuretDfNLbdcT}LMs-(B1r&&fwWaT8n=6;kA~Q3Wl5HUFr=M37$s8l(r?d)MA&(7$ zbh0|$f6&TG{(*FR=8RNk$q6EEOxu4OC6f$`9iSk9KihQyJTCzo4o|yS24(>O;^w;Z zlDx#{l?DU%o@r>lXYZI%3*81aCw*e&(l`aXb5{EE%TnbH`J;Iz>2~5lI0E3#12Vkt zvEF2IWHv`m+n55ILI4ADQ<*JJiEAzL12iGh$wvmErqJP%Pne7Lu!0P-ig`?Gb!I+} z4jo-4I)ilxu$kajHTA-839Nzi?mZlxS3gPWQq-UROERh562TZ8R2us{0#d-Mk4m^q zHim1EZh#EVjj4FoSJZ!lG0VxIpN}VK^97zyysow=%KiL5yY`CiC-wx1F~Oxw8%PQC z6@Vmc0<>AKa45}3ivjomlU1$yM+{5V6O18XupiX%I@Q8BzR zKs|E*DSNiG($_({{uwfML*wFP z!Be4!{;9AzxUEyS9r=xQFpYZZrPo2E6g%HAh1iBp%{wGg(6CB!sC1y?X&BWbs3U+f zl7v?4&WrUUNsrw01Y6$EeMN*r$nNlt3XwTsv{ZEF;#FvCD&Y4IYzU>S1G|OV-N!%8 z102j!)<%MlI3sQw$M%yu5XWZJnoul?sINW@=cgS# z7vfevyxy-Q^vGxx-zLO;zBJUQN|Y2Vh3^n0h0lPMeI#I-aLKl{2BNd9-xifXA9AC6 zp~}JtOW^(dX`VRFn5ki5Gn&NKJm_g47>Ci3gi>DVPX-4Mk!sEcSaUahD<27tFRp5? z9Ur+v>O1e>`!my+{TeHhi^<3zvSKV>A9uNv*70d#K5$)|+pmDy!Zlj>o&$T*?rbX^Wa!E=M?WTL~I~`8O`z2T0?xHRf{I|k8 zYN^rAhSKZkX@-P*K0OlFsfMF3jk3K@d&Y1ExF}?XL2O9sKxrEl3+B(05IlkS!hIl`YVczb)qk?smKIRnChb-@~8-$ zajo}_?z;PL30EsyEi;&RhDpC^K$Y0a-&BrBQcRb7HT>T+A`YP9*eI~lOEHUKI4WFt z7{aQKHpWjJIkByBoffq;Uvi$PP*+8^TH~}sp9v6$l8ecw zF0?XKjdx<=-Ur9EToah)+QjpMMJxg?TF20#KdHD0^%w#!ZTj=ECY|Kr#bu5kS!)9L z7ZmsJOO6}T2*fw9ar3S-wiBq`q1`MR5>( z1t$|0UKqR!|0GT37;Nr*O_i9tWpF39Bx#{Af3IZM?X0=B1La{d8%c? zQU$nEklc+NPb>lmAmtLi>P+yL0oYQ9^ao95-2u3fp$(Tm6Ymcl9=mf(n-C+LRBLmYK-u+K@(>;6u2=qHse5-i0>%fGR%tb?@XIK0+BQd()$v&ii}Q9K z#YLEtP?TEq%c@iFK(RdwqJ&{~XQ;xjMJW9{@k5#$z`0%;5Ts~A>4JrI-mhQ|7oWkg zE)s)DnC#8LT1#&b20rcy{+}oTYtjJMhw}9tl|mlPfaG+ho^P+yR>Trz;JDI2VjzU` zRDJ+J^3Pjjff^A<>=SA##-%eI>_L)$Ti2k8TE0&so|)pDqv)bfBJ#$_Bh z)eI`K%s+P{z_K#wuyXe(qG?iWftX~5hT3B)&)s4E-2`o)r^j~qqw~Zs(Qa~nXo5}f z;tor6JOvPV!!T&F>`8Iw@QN(G7DrNFq4_jO(a1r?E6#?GZawq*t=sbuaWcr9`#|Y{ z9}#{DocLw|7B6`B)op95Vd}5YS8gxokVbJX__;>Td>Q3cyv3iIo>ukn1VC+>t8za` zE~w2*=Qg=j&Sr@*H&GfT|G3}8iGA?14OFpt)oR+2n?+B&BJ5R^Ihv1fYwX`qYQ0Be&P9QdIV3v9CHY&W1dj`>I;85+<4i8hEUKYkh1f6j4J&F%xU=~< zF`du<_$Ay8LjuC{{bpt$R7WbMx+Nv*x(9T~^o>fn8}@-=nhUOkeYdl>OA{^FG?V7T zfy>Sj(0}qGGczyn9-jh z!{>O8wxAm{Or;D1OS=HYgXWlmt^M2rJTNvxWYoFFV+cjE?mK=1YJiTSmT|1}n8KV} zg>4B3Mu#KGt{CGW!J9OfB@{N5zrO%^N1Of%;w6GxZKysy^SUw}C60j-?ew}u8q3Kr z7Yfa?^@O3K zULhMDQs)sEpTez0VwzShi)=EdD5Z17=-}oKId{a(tppKr5!Q3L&AHbk2q9Hzj_>I5 zry|nAM_J-AlDj3!ZMCF`fWdL&!RzRf+xdsk#8~|^BEX)hezy1+HhlQ2aUi`ki}bq} z*5#h8YiSSY+jswEVHWezoQ4*-v z*yiWQk#11xW^XLgEw}k&L(5&J>4|PM^}$kUBOa*_8m3yv@e~w~+5~Zh#OAGJPRZl! z@29IN&4WJ0cWIl|JAyCdPI{@0QvU2#372^j_xb^kg!TKFZafZla4l#08{G)bMbe#D zjqWV)bf~<=SXPCJHh9hQ&X*j2m&M`C=jrJu6SiiwP{kc^S6lL*i%jO78wJSFIIOk# zlw`xNTnr}r+^|I8>8YecS*(FFzhSeBDqO5nYYg^FsINm~af1s5n^rWSnT4!N?G}cv z?E0rnQcX!!j%`FbR zsTLqw3!oKSxi6Gon*5_yI+g5R`asapwmg_uFwweTI9L-un3u}y5&yOXi=Wp*;NAWk7&7LlPV)^*?Xos(@ zu!LNc(znFXjGJQ+xj`BVEgn?UNaUx_=3f1P$2l4Wc^+nN9(3d-8XB;b}>oko(ThZf4WBeYk!)!|~_>f(bY3U*u2Zzs!)4J7Ad=GI-4KFkXSu!hg9cBi~EN zo~fv03pNFlMb;YeZXFLRQMx*}hnK zsdjPL+;LRBce{V<)4%EK^kN*f2W-GiApr7|fw0`7sm<;Z2f}j4zV=yemG_lpF zlI>eWYiy}_n`fbGta8|aXZw}rEs$S_V=M}?P&KiP$QvG0L^|O_zD!Q0 z)Ld`O-gL7mU`C&~EA3L%b@+(@9AHV zZas5OpgyTCR^0M< z@1a?%Pj$Aof8$-)vNx&Ow-78}8Oz{sitLDe=-1G?2EXW=dbhSKlyF z+2X^q-`N~_*&bnc(jzuHzk33REeZu`Zc|*K2)^e`vcYHDs$Gp1=7dZG`L#>>q!fIYdq(BkEKNcCceRacG30|0GoDI;GWBlCrya)JgoI#!lH! zZ;UYkwUI(W_^2YThsGb|_AdbCz_>Z)AcJ(kpJY<)U%<7`q0bCk^=|qJ6Wqid5vhL` z-Ok`daqf{r-Gh5E5Nyym=V@igtGOx%Nj5{T{Dpm)%vlvzV`~msZk=spKkTo64eRX7 zHT54h%jm6z;?CBFN7_kowzcetoZ6lJQ5=M1?~qx-JcYFwO%CDv&6ceIUILYDa^UVq zR5FCcxdtTg={)C%KW0@OM-f&kq^Rs(u;XhHLU}ysxpM$RIitE`^dsI3CQ?m zOsT;0{}4M0C%o|ECYdHKFo+i?E>Nro6@%_biAkz*uavwdl1z6=|u5m8EVi+C`HN6%C3tN3~vL zAAIpmoW`wPd4x4Fg8iOv)HL(;#E(%@@tj`M&9jB$Y2OZ4=LREm-muUjp)oqAj?@a_T<|ei*ltqDvLPYu zTC@d+Iin5D4(F|rPIrcmw&pjERv{HW?=GJ5f7z+=!e`%2|ATj;?!eM zA>m%zl}}tpI{2n9TT2$3B0P4PJXg2st+$6Rgv+G(Ug^P8R%(|syoG}7sa^t-$U(v< zlIQh;h^9~_ezrrHgiuxTj+-{aV1BdD-XW{(#yv)Uq>mWaeGO+Frk#>cI`+&bHJC!^ z*w_+LI3BJ{Se21YG2HLB^vFf@>fE5^_vv@RrvRcH}){J zu0dl(b|m?w0#+kymJam39g&VKn)L1m@w1`!B+l=cteN#iUD#wZ${>Gyd6H?CAH>a-oqN zc6vB6;@lC!HByALst~#0Uz6q|wYfxELSpb{;Mh zuEciW`i+&gm|r+}^9k`??=YAk?_4|IShl(#t%kIT(St9`moU{4%G>nf3#W?4ZeLAf zp%7K0IdFZ|iMxX==p&Ve`Ee0Gnd9gV1B1iPZ5^zlf#*fgG1r5E%`>w<N4kH2sgH`_T6$xg(?hGcFALjC0PR599C6I&wM_?vT!NCqqPN|O^ z&YNk@QW4%`G=TX#TyT2?=?qvNrsaYa?KO3Hg})t0BaiVr)xVpHUS0<`?F_-^V}a@#d06sxQ#Ztc)OT z{(litlDrT*zZ<}St^M@XYLVwvT~WppW<7%zXgBFdY5@Nvb`UM-ItXKE^jN$U!7IMf z+av$Q!E5mOOK{9AcPfqg+{whCt1>&xbpIWq(bW~oOJhSVC&WLD_q2m!tBV?RAxsQCm-()OM7A|?QWewaW!Xlov1Oc+W<=9G@OYrx zfQG3gv7U+^=s%^~E_(#2TZXnAse-3>gJ;?i!$Rt>-P^gJ6=}|e;JGDh0lkwKCM3MF zAPqGcjfY}(`6AZTH=EMh!E;3yf(*EoUws~o@0Bu@<4<0N3GdJaKYLyZ6hLLz=Gpa$ z60}#}5j_bN+{!cv7Vn2eSaerfN1vMNy#b~`_QALxbJB`z7fiX3uciDG3%@2 zok512LHucUf>r~D=)ac}UY_b0h($-ynm__z4r(DGv;XR#IJoeMO`*;;#Z^_0T z(IH|1fRR}6T0|VG;Y$FNp9rEkFd;B)5soAA6OQ6WWaN1nDC(c`C__zS*aw~@w;NBh zOP|-ISmmX>aR!^z^;7mZ?c*MmIiAu>#5;{@?x7l7NRdYRtE>xbI2#;jZ)mEVhU)Mz zi*D$M{b5bj9-hs^R8H|jE-*uWq?Ou9DC`4Gx*eo-P!n;K-Y8DjoD^Bb#}m5)*r{xC z+N9O@D*hB5!Ei>&HU<^jR}ZpH5G-z%T*;`Od={D4E8LS>6GZwobBWd+S-+$}scz^R zuFRraa2(9{EfCkS-D?%wxls#}t7y?}fa`9izuEOSDz{FJ6(%Q9bjcw_@eX=ajTR2x zKGsfr9bymrnUsD=JnNM8*HC^q(l$=&$`U)$F?Yk@@*W^|S0y|mTpmZb%*CXkk~nfm zYB17a?qrm5O4*$I< zo^A|`{EYa9$b-6L&^>>kkYZ)NMD{`+s2gflYI7o*sn33(44_ypY_DZ&raf?pQnuv% zRt!)V+!Eh*$hiQn8*uxZIcj1PaQD z90uK^5eP+C)_(tib#p&rP)#o6IdpyM@3JcuugMD>(R4+BX4k82D&q@Jh z5>roZj_}vTK?}u^Eb3*hch_-#KUwDc@U4GVRuyR^cim=Hn!=v3-eW#uSt7uJ*if&tP|3;8JOKsf|KZicp^)xXM8CL*;YzwyWCpNtr}Vlz?4xA zlUJ6ThG-Myy6%Bzp|KX&|`5x=MGOqZr@a%Pz&N z76Z;2T5_^+@R& zpU?Z=v|-d{Id*a?QGVEgJ=tF3T0;C7Bk<#YN0%4772oosk8K(S{=*NVXp>Li4edLu z#|Bvh@utR~Dh%73&qq-UWwVPnBU1J+k5RP@jnMhpOplESE(kycngl!xN!B^v#^XmX zMpN*@6NQ}#+Ke`zB_sl|rw?BkB(yg`adD+`>(`HudSqU8FMXH>QH9h){Cou}=sD#xD*?Vb)j*@9A- z*;+;>VjNQmN(KhY0P_*UxK#){p^9c#WB~rgVSLqD-HVt_3)EJEj;}~~sORWbg6_54 zDTd)L_FUK6HokOgp#8ytk6DwJ|`1()gU(V;o&;2^|2?}BQbQ}g`Wrj0O z49*`DdnS}Upr!$2%3pG}q0Kj=jOd?1f(oNQGdvin1gblnN6P+>INv)PB>BSHCTR81 zyO$_pE*>+|ZTmm8c+5sQFXQ_$#yLRDg;|diPJ??e8^c7kvbQ|l?zd70Pu2FvJn}RL zSuKY#((G>`elo37c;uV`!F7ZRQ0p;Tbv8{?dy*@;VG=}WzG_LEjq2N5J=`tTsDN zD+R{Id>}C#E;mLU2poAA3mxM`^W#^|&~#O1f&MyKCC1)Zv#T~_oZX>v74kt}YnD5} z1K448jpQ;1FPt_5tf4EfONHEFB%UMcU+uGd`zy4&pya_wW9_dQT;$J^=fE@QxT2X! zNj-7gsdPY4jwr;(ZU*T>x}S@5%^U1CqG3o5S-oLd>wZ_&>z?svsKcZWY^TCZwN;m= zvE!@iUTGb!%)p(CRBY4-x{|HyvNuUocJGF|KjdMAJRNqse-Y-q!=`9vv1(nBFG;l- zwkyhKSj8iNjrMe8cw`vtn2Ol#hKBp)W3xsRCbsR?=u)6b_SYNFV`3(=*%{4Z?6RZAQP8Jb9d_jdKqakfYu&7>{Vg1SypS)OL z6mq;bh9hP({e5f9tW;PjfFS@*CwR$Su{YW*63>$C6%{@(e{B_{y;7qHMBmI zt0!W0tAzHRO8O3<>R*k8qkvLBHBQnrH4CG_nf@JKoxCwqs(iBZrolf zLDZzZ{JN;#QxpUSu-{(^L@P zS`iU{)Rurul!qFQ=?r=+ye>g!Np$zB$_6kREB>Gu64d!PQN#U^$NV40?rBRDElLt- z+O}=mwr$(CZRbhbwr$(CZM$!c9{pAi{TX{j?3j?=8n4Q#@Om257Bw9zy0h^hYn6Z# zQG*b5Ira>d-;=f6q_TpgF*LJ}i+YP9g%!?rIs)eltvYnka706lXgQPUfkyfzeWF#J zofFOm;*+jxr>tAb{m%&jUS{ky+aopQlQEA@jKsQz?F_)`EF?2yhov3Z*#{o9UTW`C zlJ&|8)wL_iKn~WYkzx4q8jZo}FomUk{ohC6eHpF^crcZ)am4sVi4BC_wljG08m^ed z9pWUerz3?(kekxgwTdKdHA$vUs;*P8{(!T)ulJ^vV>@u`LwY;f6zb$#4;FmEdi{9G zXm*3)(j;zEdWCjY4cAfN9)9e_SWQF4ihnB;yY=@vQH=O0U?bPUKzQ%C3=w;&T=W=| zm$&R~3@<0zOEekmg5tgQoD4R+`xG4qWKVjc!IEz)W12)+ISgT(iKs-9Q`wmTIjO&3 zT~P(gem+#cwK~cbIUw#PC1VB5;$YJMY+cV&@hwoXsFnkbhL|0&#-r#;YxEy(L=7>w zo1YJ4VXVv@`VwxPZzf7R-;@Azc7a+lg=TxVcPJK1FLN^fkRhcN9A(c+G+eDtAc zVtUWqv1h5|`8@@#3x)W(CqL%NG-t_e*Q3nSiIcn5D7>P#=j6B9^~3kSNrD9FxxS5w0>w!Z?K9gYp-er?^kY_CqAJdvetnj6>FSY;&31>VW}K zgI4MMSLdknb}d`k!sC`QPfIT6l8L8j3@}8v@x8L%2FcB+x4AkrC<{_=?_dZr3c%-L z&z2DwGoPDxnPl4^at@SfNm&kU!X^39GmVMnnvRz77mm+LV7yBiLAK9u!kjR?ZdaCc zktKs_xDInAGK9a$Fit;z4z?jeBIElOBAcbPINTEIeN>bMmO2b1!Tf7yBOyeFOCCTY z$yIYqkw)43$jFDb8Z_}&=Re((2+8=G518o|y^u-@U^E{2nJ<+^oMZh|jgrm@&58C~ zO9?E3hsYJEQX4<5D&uMXye`Mu6C?r> z0&VB)8b(*+X}&0EE6yGu%n~F;+z=+N5)^GN>Xhu^$@)(k!U_HI^u4zIoZgJ>H`i6y zRb!ZehEmX%a|5&=GY{=0bbo41eP{M!+2*S* z+!yi}u>cr37c_D1fEGU)@pPtI=jdE~0aN#& zz#V(fMqnHcH@BNnU!n^=pYaRNX*wQjhD{mSeI4~muU-dq98M;(xa6h5U}e$kBX7hZ z8(cgC&dwFG=g0Vb;y0mXH7FyvRLM=%(_LnBbgB@^Xh<2nLm-piaVI;FXhB#yoPH|3 z6T@Uh^Zz|GOI-Oj->agjchHooxD7mFo@`XR@e?mX&zXkC!U2X&aQc$zZY&$2%m0~# zI;xe$GSA?(URh)X`lY!U`y7b&_;$}Vt~lAY#;EawqB9pm4be6r=3p8=K8@LwLl zJtk&)tjeT;hXOaUB@GB>!ab!&5{;0x%Mam>HCZ1_;C%q$j~xSb9uW^yFfv{`jFUB%jKM`7onXZI@_s`K0&q% z=XWvJS|*o_^Jx%W(I|{=tMR$Ej3KtL+nqJ3JRS9I%5ke?LA4^M%?fgPZE604Ng`rg z4v|YEQqhI$liGE}Y6S_OkaDc5!d>~2kga(t4uAPMuBXIY>1VWI-WkH`98*c{-t7G^ z2j8apN3xX5>VtE=62I{0U5vo66s`bC6|M-DGqZS^kSii*3+An1Cr4Z)q?AN#zQrk8 z32s)totc{GD8T|qI^_YlXL?AL*oCDyoAfNrmi|*_uvdD#lf6U$WE>(|jfTzx8%0h~$ zuuqB&6RxO60=8Ejt|dPmS3d<0x#ry4*TiC(aN~b7?q;2{*jv8*(#k#U({EVqHLV5}nd@23_A^47CQkLNqHcBSVe~@Iz@Q~?)UASZ% z=#ud<*&5_dO=r#VZ~Y2D(d3$bl_R?|w{A6~~* zJ`2G#=LTO^<=QeMkx$@H4it*G7RPEujwKWzbrl zCK*$dTb5gHP^R({<;ypF;$(y@Kkr0A%K?`$xoB9wpM~YevWJkHUUfnw9W}fsiMRj~DMWAabLd(_$Hl zJD_oMFY1lf+sZ#ZCX_^b;Ht?t1$tPQI0Yt2=-=yb09sX{AQ!RrV?gD1A$!eyFrED- z0K2(-tO~+13+`d?r-!2zmIJtHR`z1plo-?Yo1zJkw5QMklp_(8mv&y7P+WGBKdR?P zCv(FCH!E9bBd`8kSzKyJx2vfB(q{Y)&NOAuRKfEKCbh685%n!wc+(`#(~{fds2ky2 z7yan-Z=9#X?tEzwmU@iA__Taw^lUvIqTVhFB7s-v^D;X~a(<#qW)*}HC_LUbuGrXm z_zoi6nmsmql*KFmc;4kZlyCb!M(7RPyMN2M% zmd?7nmSr!tq0hEv^ISqP*!yx5koU-x@OJ~R-jp7IKh`bf2K=3U=EGM>BE;y|uL{L_ zP{maw(0+V6Eb<5C07w5VYJ9KLKgTbCzAubHBOd8L0ZV6!33>VWtHDe*IPU4F+a-9R z>PrT$H?cErelazFJtJ+zwLg!eV1CY`_rcQdXTS%!UgfI*9feO1UJq-?nW;)uIO-eC z)xN^z_|+rT7UbkMIkdK+1yJ}240h~(dSTrteCQ|SV43m~`T*VK!)mj)4YdgYJ)vz6&aaf8j> zYX-?hkbNj;k_OzKteJlDq)mMy4l0fzL{jxJO^)!6JTs{+H?=5L`j5ZEh4XLfnl<{( z+Ad0PnNEClKE}JF=>q~!YNH82X;sZ9#}}K{30$m-Y@H=-{Pe&^dVr^+ZKLf80j_-w z7jn4pYIdgIlJq=HSR9cy8uABy3K2|98--2XDX?A$T6bD+Kr;BY0#Jy_@a?o#O9Ixg ze~^v+t(bs7VkVHujWTr>>}!Vk2hc7a;? zgt3ME5VD}~*M;VhN=XZSwk6~Zb2Em4psf~iI^PZXUuPc|d(sD!!tV?emeUZBoc}H) z$H`nLJiIbwW+~d1m4py4rWcK6dz^R~(@e9EDSEF99;<6g_@4(Tcei7~zYSs#Ac|>M z0qs{a553b7RK3r8m$ZjsX#cgh5@VB8&&DVLRLr87nH&4=hUX8NBD5y=kqdH)Ifp9t4}Et$ZQKWJKX`73qwtjTh(cc3l{PJhcCC{np` zo9{1K!gu&yr2?w=!zn6&ph%c^7Crk2H8K-yU9KL-Fd!lLTIDl*%_K#?N7Env{AFb! zyCo8Ce~sgkF~&aPZ4RKChYC^+T5_b+%`qpR@E!>2Y`;#b9+?)y6-YSUo?VNhFFPv= zm5*j6LOX{fSY^d2?Q&Tmz%F^j6QJ`)-6@!IR`FWUIEccnC6!T~bRg<849||jjU+Ne z;jMp+eOoUomBvQ%mOaB+^(ZYC?Dmlpu~0Xc4$xWI*+PNxS^@Bc?%H|20_h{B$U063 zD-W4Rv_6ncl5wPaoZymEMex=)g_ebv$C3{2SHR(xH(IX`+tDFnt>RtRNJ}Q~|G+4~ zO3=4?;!6pyTpc(&JLFA1zL1hoj`GAi|Gct#;)lihdRd0Sj8yQ6dB)FlK9Sj>$oHvC z@|Rt_nPt6$TknCl zUkDpaO;QyfN(fFqn*iBowZFj|(yYcoPu33*(c5RyXzC5Q<(5m~{9BU7s-U+W$HbLq z($zDh5D>&*;+jiy2QS4)%sc3!3qjm!`<(?R-R=g3GbX9iigz z)$^14>o=^9kCM|z{iBQ&?hrBG)U=DEbr7@pauaMbPb%i;+35>(_36x#$5A{27reSZ zdTOtA(6;khI{-`7ebNzqKE- zPE~yYatnc5PU4n6x0d0Qr-DAyXTq+*c3a`0<(W6>?dtmxkDZvd8oOO-)qh6?Cco|u zPf2#<-4rG(Ci9b~({^8?MfGQl2#fVX${$gCp0jM3zUQKDYAG3t?>Sq(+7m9kMnf|c zdJ5_&7spz@8r7YKhvnE`l5BF-bHFvF<~^0jtlOx9+eH}PYL;mI)Ua^rQY2rK5u;W_ z;~WT$9GCFmo%@&a3Wcdp(=(9`S0Mfp{3^kE+Q2M%XLMS34)Am=05>%xlTTg`TRUc*h{Y7& z2;K&lV(DCO7+K-A{&649LRtVc0rAr6_+Yt6^3+%U1gAo9mM*j;jgzytl*#Y- zKVRf&jza`j%1Vi-ptr1-!w2qIY{(5EhOP%wz>WEbZk(f}W~=eAq}u{AqB`k&1US4h zjr>(nuvJHO$^acDr!8k@zm>N*mwBm>^qKaAEcRyPgVoC{Oaz%luec=;II&?kUr%OX_=Im*`wD zM+$}Ak-%NaBAn? zlGUU8!>~SxUEejO8;B0^Q9Hkt(%9G@Lk0au!@_{R;!qo;KuSZsK)$V!)OKXc!?^2A zcMMK3e_iUb?$^qafy4C~?>{+M_a(6X)%8${ME}gN#R@IsN31wjHoMF3ba;Ka?Wm_1 z zg_%GXPmuqhu$Y&Tq}sVrLeM}QX{D{tA(xMyTlaL(P4Mlx9g_}FCKItfR#*>+6NxI( z(9V5P4`BG&pRlRA1_)#yxY)Wi);=a|H7g+wpb^aQbosEYHtem;2x6NRbPpx_0>uxL zWs1chC$R7iO~^$+7e_J6Jh#bCAWX zjw;Ai6G|+R4cMj!sZ$TgmbxV}L$DuP)Cj(0Q0%__#Xu5j`l4CcK(Fh9aP?Ac_hQ?O z@w(55rV}bVQB`e^_7Q+-_?&{q=yN4GyY@H~j>lMHPY|F446qs7yGP(jE9bv_0?MN$ ztjn%UmFmmGd+<;;cZ`AiOxwAyo{0vCQ<1GaMAnC{p9}H9P#I3n>xM$0ql_2_MpY>K z{+BM4dNRbvElgp|Qx3P=EULdg6`pDSF$I+tU0r<0Q|o)DPwBJf*~MEQD76S8(r2g@;0j+mVGzgN)$19XI>?X0#r)3#`uC z?9;h7`l~9XE6r+?;|dH?2T#A`l?eGQQbzeuD2-h$b?_@iRdyWUQxYjIGVQW=e){bM z%Pgh>tXUg4smk=xK&Q}@0sL^2?i^>BeNnC1K7TmZ0C6@o~qJ09#{tJVDl9MJbD*h-x z9z=bG?kf#i2yNwa-4ofVAz67S=Y(Y1yZ44ej{q6^Te;FdptDVP8ZY|VSoF2w3?o4# zw#M@Q+I!c0Vbz^bTZMcfWfe^pX|dNYCE{8tznFYyv8E`D#?77|Osk(h^eBWG4#&5n&){#`kpUtaEA z>d(+Fg)k}AMy*qg`Ms=t*zWm*y##tU1iSA0f>#qn0sdS1aRs~W?UbIfu~`@!*S_YS zC*h}}M3%`Es#glhw3ny3$b@kH622&|vHVf^xLzs0-p%6R#KHg6&FqKKGvg-5Eo*nH zj2=Ksc8SbgsJVqDJOdS0O@hCC+C6Zp%IRa~TUqU+`exCg>GONyxu%UK&>q-ni_n(w zaM4qJ=hiKzWgi~|>H$1A2C45+aR2PXu~@px1>^Tca#9YGzE0yYh1^w2l(|h=l|SU{vrHA7 zLUxgd(ptHurKgLO1l+G;_m-?HRp$Cjqf~*$8fEawPJKq45`BIN1Ql^-fDJiDvsG(H z@}gMw_T2C_lL@EdyJDZ_)NP`H_*p8`WhfqlJuw`nnUyb?>^CP+Y5sGT}()=?UwX^6Co;0irwYYv2f?%Vdjm zk;}S5|4rFfX^yuZM)Ri}unw>ng5!9`>1FeMN`nFpFHB_gRg*r|q0dsX?@Tk;kihxG;wjXLcO^KAMFOLCw20b65|(`c(%sZ!~&= zk$>cw9A40D#)YcHBoamiINdq?lws=SC-UrFV`sjV)XPXL{U}@%RH`Uw{rsz?AxuQs zcv^nII6}mft$n^(X{s;UYeGt+zPHh)(7&XTJE{JVEB5CEz?h#+#0X(bnG7~8te_Jq z(qZ=9EX#UZJv(^3dHlrhy}?XP$!6oY{L=+1 z_U;6Dye{why^?hy0#}>ABY=gt_=;kE5vgF6yV5iyf%NvZy!+#RP!5<|h6&h`O6kk; z7|a^SZ}%O_yB#Po*-&P#UkV-@n%U`dL<5)QJ1KyvcS?&H7;{0HJ%AsyI1Wh2t#4p3 zs^@MUipk0$VAE+p{Fg~yhZiAW`Pn;cuN|!qxgN@=*svQhST{S8NxEb3?lI)Lm1J*v zv>~TxKa!GjzF2AE6NrS%CMlN`L36>66T-zVwk4^}h)$_zGb#P*F>e<)))6?5IB360 z)SFdD-u{z4^93O1Jq-1&4qq7ub^dyKbSJy#1YO69SycNKq zzLd*{5wF#PA&h`bzRw<3#IQig&|!ISiem{VMKZFl=&hlu?{K4!u(@0vwhSHiGMeq| z6nJ>n*(|AEwbAT^ZHG9#@W-Jq|AcR#qiE_o!oBXjfqHY1Wc_vJ*Y-JQ%CF_c;x_7W&U<_e70 z0L$hW*v@UxCW81*H}|K1J9E65=!C`W zHk^ycrB@*2a>W3f_tiTjk?AfF=J2(iL`d{~kKt|8go#m7fAu}T;&Mog1K4&OYF}Lx zvjj#91R&{~YO%s=DtY_#=)Cec3bF;>Fmlq%%5Bwv<38j=$iRrNIlRl+jMTR@T+Rpx zVH-8JdbR~4oyC2WDNTM88h^eg$k`SHo84Ck$;LiIOD%rI!>`uz@lB>^Mi9c-jkjM+ zTNNu?`D^di?++*odYsLwNj|9Zl%6#R{pBV%x5aQTnOby4!V?G-{gi}h(^>n-#g73$0IO5i^g0a=?9j7x&Fpf1}-sDKkV&b6wKmQ3VJ=Fu)+>0jY{c! z5(kM~GMa|6jD_yYj91o77DVP>gnWVwtBxsxlVLBbXysUCjZD;S$o=>fn*nvGKAwlIo+0_cc~^VDQ9!5$bMz_^d(C-CYBY>K^5DaE@S;eX z(?at3w2FarvptY##_0HwE8bmhh;IJsEo|(e>9=H~T*Lu|_Xa91)%M0u+NFY-agdvl zVBjwzYX}rU%2|`V!e*A5I_Y`>pS_we_JzGkBWc3DWaf_h(vys2n@$zoMMw=1gQv{c*8AVH7EuoT9?x$AGx?-;!&0JoAlSj-ykD zv)W{W8k^Ld>*5*I)+b!Ugea=D9zl86Y=g-Ok%cd!8~0Z&W<(~}VmHJ52Pv_J9smXc ztt-$`733x@>++}bSfVCxPzR9dX<&&dIl3KmISht@q7ifidx1@~mrsVrq6?)vdHJ!7 zx8hIzgI$mvmOO^fjPx<{HeRL6O4MNAui^$p}?|%%y&sT)j zuABSk%ekYjd5s;Yqjk%W)gi$z#d*YTw@s6%EiR7$Xg2%iu=XeHT(Pawm)T6IsKs9- zS277_Nm-yJ2&W5IEl1RlEyc~=e_(XY+sxwqwUvlN3d&ioV;5fpMY7bxZWQ19D ztUEyb(S*zEaA&>2zcK-IyPQ=fe5cJ#VIrF&AI4>V#~o&c=(EGPq%g@m1tg$MPZ>#Ftc%{jdjl;+j1C%{puz)v)>KqvtL5Vz1s%R-iE;}#Q}No9MX_jqJh-yhd` zxU4Y)j`K|$V&`Tb=tdq^Sc@9z^VEq?WblP!7vQP`)PtAj!NGeY@kx3$J?MU)0@G|uTE3j6k~qji_Nm7&ZOzgFE-nh>F74GSd^GhQ%(82ty!k>XEM*V#6ddE45f9r zRoY!~Yf$xF63Ki60h9HI$aExb8@&IHbQo)|ThQJkkzu~xhtZ=U7BJF1Tn@Q{CUyJiWjU=ckK9hVB^LG zEb6D9dT_3th_^dQBfbReg`Lgt73weh<1pA60Ito}OiVT}$jJiXPFDF^{C&Xlsm`$z zMY(b`=NpjhWDK%#g7TnfcnzWU)c&qumoD}w^ip;wVrF~4&9gT6nrpHXYDQho2TMluUd7j@UikcCt`fT3IE_kjh@W!P#2g-$dX z!m~<8nH;a%JVoX)qOUTo{;|0C`f_Gy@|-T1NMcdzlniqd70yvN)FY8Tul1Zl6;qBh z(efdmING>mbo_! zl%A!%!l??8eo=jo^2N+2(^-wKESj6cPn_soolP$$jZKS0Xld|F5&v6-V!*HbCEgEj zHH(@O^E{w!bQ6ar6Q*kpUSzTdXj9a#0*A4GT`iU6Y*>xd)~EzwdO4EsvYuN`o9s8$ z=jro;Lk=Zlsk-vA=$7o=tA-XQJTb$mtSf(^U8!14xd6!qpnfj zMmnG;PG}B)LMrj4CKE?_WCqv5NXu+s0M|wVZd?q;xSHo^BPk`hBhB81nUq71~OApbRu- z=cR{GrU+5h@pO2}>B9acre9c5dc(_6pwwtQ&PxJXKuBn-8^1 zi2-|`JetuKjkMIRUsUKg6|#wT=bg~tAl|Zst&rNxxS=q~)W!W*_1G*y>z5wRX8H-l z8Il+b7Gm$WF{wK7;-mM_eDHtY>Eua+5$@ctm&9eZ%P(;G>)3S1b@r7!U)z3QA%`K+ zQKuWo=8zLo9hs3p6E|S3b-IgrP3bEI$y3)$2FD@?q>Y;?=QlhGJ0S8e=Gzb~YZ!RA z{8o0B$bGY_x79wLb!`#Cm@G(2B)OAB6E9s)%yfymoQvKVwu4!%3>OO=sE-1vD}t<@ zOuwlO%gRsYcZEh$KT^(4<{J(EeGI|lgsxMF#1Cy~cO|{Pz`x>U6SgRsT`_MDiz`K* zt5r729R0F7`D>O?>aJA5qecj*E4q%B9V?fuq3F(y)8MZ2A_fjne(`?XYK!*&Z|NG7 z9tHdaUd;-f;&6Zq?PKHGna&}!N5k~V^9z*~tx{b9|CRZSA*G{3Vj8{KrycP33asRD zE82H#?^nr{42V5Am#T@M=9DfinrkesN^CG^!Rj+@GQoiJ<`g_0ArlFM8Ubm1;lN$l zQazF<7Y9KAd7!5Ot&6!COfOB+z!a2Pm#-Xu3e9dT#?Ks$0DCVq%cyo1mQam)E5*t$ z;%EpyvevAVk*Kx`I1tU|la(l@E9X>Pn=%j%Wph`dLqJO@_b;fYpt zBMZN(v@$@@@Xa)CdU+}gFXI`+FpPdokiA_Ju>l<6i7+P_lv%M6KOo|~lhhp0zvdv& z+>eaR*RWTh5NrsfEeLiO+0vggqh%QF31TvVoe0uS zFh!Bp&hcMluDfc7cgEu6^8t$gMoDDf4s!`mnGqwev=u;|pSU%t>l|3YGhbrOKX+&2 zlAhB=W_$j;?*+H{tNwMX_uuk9!Z)Fpe9-WAyT1X8s#{1?JI1;!K>bK&d9syO4kyof z=COS@LrGgl2;;2;S6j0ZHeujh%j(`EXbC5Go3%??;Mqb+XU)@w%d*l#e0d$B)2*TV zYp{vfX29fh279cWG^z;y`2&c<4nh4dMhMIQVuUbqvNHZZ3FJQ`go%Oee>Xyynb_I? ze~l0iXP4}+O*fmZjP+LAEy>`>*wI#OmR8%UhL!x-no*lT!Jg~fs0l)%u$40M9J{7VCKo4LVBf=dHyFauK)Gqdobd<17O ztS&9i^=RxaAWuM@+Ef5i0VoT2mtTcUKp7rDC;@e2S9x&)=zz_4 z`uywvfDi+t>&F7HO>K=0U`sxoVH_OZoEjP$-M?W2V}p0(i}*GQVu985<QxyXc3a)m4h#G)pxK{w={E~(m&i(wmB0DFi6_JNF+?BDNjU*@8&!L)74SCpUV;}^H~vou z=`ZUu!MD%HT-p0i2x0ucLddWB$#)&gpS14s!O`rqZI5s4&R>`D=&K!_-e38Q|88qV za8Gnfbk)=zVjzGswe~*#E1kcWndx7ejG&03n39lej^MBH{WT^E4qv75-1+6fXWC1i z2hrhUH-Md)8~`*tcfg0S1nKq6FwXTgpGH^z4`p8aig=C=ZZ>bmuXUyEHSYFJ&!4uH zovFRqZ`q}pU7QTotD2mh0OrGA!wkB%WJUbm*28OencE-^#19|`UlRb&G&mT+Sw7l$7Vu**Mw?pOT|k{ugc)YzMV zQ;jzoP3{V4ugTr_FoiUos&2?a19f0g?|B3*7)_3||{LsH4wEkkk zx>^z<**E>8$F#(do{Hd%lpfH4lwf3o>uZ~9$gyum;A$Kk0Q=NQe5I&)eKVZKQ zr}zKLRp;;U?}!^8`1iz(Q+)(q;Qr{^#%cb=W(Ob)9ly{{KE+P1f9B8d@NNFWtMS{p z{sVtD1&?`6S9L2UzwYvXX9|DNRUKU1>i{j)(|msOzlMbd*OxXY1!Lb0>NNO|@oRs6 z%Ht2kD9=mXq3gr~_v;;|w z9>5mN*{nJM}DjrWBhlP6m8QA^u;E6?cYT`jvlo_K56!Y@uIwU?@NR<(30xEJcgN8sr=mvlA@Qyqr=Eq_XWYx&{1uOZD` zKE(V)0~;cJ5Z$24WecA>U>Mzw(7JYN4%1qj_+r5S{^5Rw@t05*7}MHDTYj}uB-PsJ zX&uROg?M*T|HKBHO(z6e5T)mSpUCkIQ=U$*S91jzM^R92<~Rj8A7X!vrhfs&ekziT zT%fl)$HX0s;m<@B^o;SKcb|%Q+rq##RBjv=VbK<1d#|7|9Gk)^EcbRDME)A4MOsoG z-)VIT7It9hzqkJ|ZSwl4MajMA+ZB7rVnf#34&aY!L}_P%`?9&`17*{zAab&#^Ajow zpHmE<^lTLbH@FNYculGMuRfB*sm#gZT;#k62PbrC@*#elK$kEeaWwxe4M_BqmFC(= z2n=V#2NGonN1FRJIAo3a+rcl)YsiMT-oIAU^i)j;h8=ahk+6*e8LJjDMDhiGNoQMN zsSws&VI`lCR-EX;Oy#bMTt1Jgb!>f_^~W8GPm3wBGRLoAA@{h{8y%H593dY#ZJG+KM`iWJu|k-LwoaM~1N zK=buQdTCI;haUUs6^;u+;FEptld+ngZOh514;80ZsFJ8;YY-YTXAJ@-U67Cs9IrCU ztQ0db=QuX>YSxNon42lINg02*F7r{JgqORrO>mI2BlMRpE{g5}p>h zP*KB9B~j8Cqz=@+lJe#CL<&&1KZJV?40O$~=^tV0I$gwZ;+(8am`F!-mV4d}0tpBQ z^oWimir^(jb+6eGeC0mMd4O0o39fWi88`K2Be`=!TAq8@>_o$V?dG#PMkK@6Yhv5M}EWz0Yns2yxC|wFR^tB-GpNi!-UH3#aR^* zs#KbFk8^Ww1n<>}`PHM_M3bZU<{6E?r2e;!)_miAN#Q=@6R$&eYrs|Me<;OVz7VAr z=nqsUmv+a`Z^bzj+ZWYvO=-v#11E_RHiuqab zx^j_Lcyk?FP}hc!4`My@D1KecQk%@d`o(zc?=f0J(x;SDhy;g1)y!&MzWbr7qz7}c zZO!pTkS4_K1e=GOhG@Xl%Pk`&xMNwn=EFW)J963B z7KAdP#W$ne3dJu+&27|b$AVs5O~hivi~$~~%e*v~RS7r04U7;sZisV` zsGYD7Bo2#rlorZlNm;y#VVq1Lh}>CJcgYuMRabux`P{l^BTxfS!Cp0A$;GOLh+!ET zJ<6ZdP~GDBOxdxT%qD)o#v1(v1+1(QN^%b%Tq1W@nZlgIOlA#hyvjYUk1-mP-8@u4 zdL|4?oA2e7skTJ?BulnqKu*Qotlro&92qu48pK_(gJ_f2+#9B)APpNVUHv{n#L_M*UBjMq~Yt&ou8@+f#%1}G4GkvE1 zxN$NY_FG{G|Dyy>ax^aOU+jqHCksGB_V#>lQIH}!pwgDEmphRo#YN06F+9>H>}85d zprnTVN5y;U@Q*5!C`yWwOx}z=7Z+Vb{p|HiIPO#?b>Dt`++aO1kaPGoETUev(!7o*w zlwqL<936)1QmNPFb4*f(fmWR%bvgKc7X0KNMu0C|h4=-UvxmvXo73>dN-3d))FI z#gQN(iw@@iPRqHOJJ-*?USErQ2zC7O%j<62Zi;u0uoml!XF6AW>tZ{tBk`=R*TS_X zG>;d-&9CfV48yhU*&1H2YE`w{0|oY9vV;4zunJLdNqX4lkUP(h2H!mTdj}okmO9;L zXSx^n3+gmHzMebGW~xaX9=X4S!0Wm^tJ6?Rcv2{k(Z#PjD#^gBCWvqm(XGY9i)r9I zj1>Km68o;{=)R&JyMq~nqz#ZVXjZ<(m(8+(z{Rs-I?$4JoB3|9VFVrjZJa4^YsM_& zh50!xH}%hcjJ}QHG886X`HfG}kammZLL| zyQ+N12}ucn%VHJO_lS)*PSYJuC5HdJIaWa?UA&A@m$uWgeEx&YWlOLo#cI>U$H3Mj7)Up8dkI#KY(UR*Ent~X-n>gAO48q~BI zF1B(p1Ed&*SB8&$YQr~)ayO0CaNnG2cx}A~LAYUra^M$F3#@J>e1)do=SZ~7hb*Ih zZOGP!e6uR91>q^plBW}XWXk4|-<^W`9AiJzS#Jqf+q?JY84G&>d36ZBioYR7h-=gf zwPytWw02Wb%HWen%+)PD{1E;Dl%PX_;-?^~iOg-<1Yn)IcW-q#ype@ogt{WPU&7dQ zuW+nC7PRZ0YUlhB^58%D|5)EJAAxrP^YWt{(T485X;Mlb10OSt+D^@$u%hbLOYw8##b>LQV`Q_R%$&z@HG*&@{p*djerKeeKHq zyjE;PN&DJI6ep)UF#{Z(B+WrHG3$<(Air=%?`-rZpgK#UNMVmsCZ)4>P5J&kG8>rd zk*OetB@<;eZin{o4s4e}HTNM=N7{VTc{U@c3|yLqtBMPY7wc-(c1AD3c)R3k}?y z_zP((6(wU03GRVR4ZIbbfauZ=*R>pTv7Y+y5P9T7#k>%)+zgM6D#5tm!J2Xn7qod0 zK`AcquK{`5V$E@6Pe~FuljYuM#0)eHwI&&t1H{2$x1$@Ypj{*K(78M#HWl-wytNk| z^iP-AV_N{fvP_Q)_IcK@P!hZf0*K@>tcP-v0wBK-RyMOEQ)lF>%`^M+(cMDH<jR%~1)5J<}ElXFasFWx#Br3_Q!%T9qt!ny;anio5 zJ1J5|EJ}a_WiFaG%PPz%Z2!Rk^mrlC589M}3B?nX7c)aa52)l#QjIYX1x;@~(D>cv zoEqC#=@|@%PbtN@KA%^b>_CDmQfIg5YXa+X-^Hg=-5Bh1d$t^XR?pTLxyNX-4#W5v z2tM#m*_nf6INGQ+g8mwk9=dcF9Xf^LN#nPuu(^g*ps7&O}2pvA-y(# z<~C%^JQxN-o#kIl;-~3zDuBA{DQe8&qJ9dT;`y(vnoYT&+0dS*&7eMhodPtZpF-Lz zw*>E-SCm1I-@CRq5Ma0)nd&2K?##NEB5uBfTL>@TBBJ&FSpRX9!B-*~ZAyAUw1x#5 z1=Kf4sPd1qdf)f!lPM`c`L^NxU4II*J+zYn1lQ}FA33-f39{@U@2$1))<4}xG@^na zX2p=-A+lNy95x^h4B|DuXWei#!41*zF^f_nOdnixenj_dV71@h&jTBMaYK;tR>1pP zs@AJo&hF=lGo%T4VHYWbXV-o${pw!MV83h!;Q|5Q`r8_R2FBZ^=-VUY!u+Af@6QF~ zj(!^ZwVuT=t}m)S zJ)p|#E_wI6B>v0?-EmRJkAIEIji{9zlo8=+Ahjt@gD%={oCJwc>ErlxC0ePemmA4^ zYhnKDvvp9|TVe@&&@6 zuSwGrvY(^u*=bz90Wagf*=xKANm^6`qbhf#hJFt5=<1TD-W92v8P$e`aBsPtEY%3A zGbLxaa$XD=k?IeA2~uhv8@ac3L!MX}!>_Tei7U@&!6|tSyDkaP=2~p?@)Js;v(eb9 z=wX=F1}=8E@96V-9BBG+FeuGjMz(SK4K$_Yk0_1NbX4^%Q|a;Z50*M)>x*G|dYkM~ zX^(`e?$@`v;+%uucCIq{NU59j&(Pe9r2jxd+UWn5Bj7Y|Wtxqr;JW5IbuqvHbM#Gp ztmKr76o4d3qkg-rmZRf))yed}^LZ6*Gw=$0WnkBXW{wbEmwtPvmu+^U@tcXG3FG+| znBnC`gvl>)tE#(dJ5C(q71;Edk@z>wxwB_=1bA|nYxqmuV9d?|R1cmQg}c$8u*W}q zm|+g@ievnyEN^!GjMzIYPv8Q~>|aY)qRcD7kWwpNUAjVBX2HM(ojG-rX!*3zjaf7v zLoz5Od?L(m)MenS(y?lTCm}Gsf6FjMxhHh!5g$vNj4nZ+Y&^FrrX_zv8cDLsMY5#i z!;0ot8uzx;Z|{7-`7S*2V_4XN8nj4tWJ22l-tc+Dq<6khb~OUAWY3o^%hYaI?UC)r z^ecvKNV#lj#gVLCcqxm|^qd0Orf0a~=Bp(~x{MM!E3-d(Qt3IG#8gS2_-YmLKsL|5 z;=LHUE8pXMexrrj_jd9yf0U5*T0$g(L z6a;`d18efjQIn8^Tf5JTQ(M6x?7Q9lXT_Cr$jdjsraxC=$7lZ{fo?v7e9nZNem#hI zt414K+Pqui-lGh}KeE<@m+5dO_#xn-QjsiKVfyYX>M==0o{3JwtQApG`^~ln)FaUp zmTc-1QOY6dD*hg8nwRklqA|r$aS*ZX==83w9^d+eT-->-oe4rxS512%Rkxr|^&D_U zK=iQbHW?WrVI3ey2y{ z_H%JU%kEtMbe%=US64BDIzVW{0BjH@bdWII@U2uvYB6hLqhyJf-)B*&Yzy975`_d& zg?%p5@>YHGyYDXIuCTS*(~Oapfr%3uS~xIO3_xelW{pD6WF2L-7+M&vpWgP=O80-3 zGizvUG0t6c6VdQUf(lj2k*HC(RH2jo)%n8g=M@Ck=OxbUsaciJmgDXQ;jZPfuWn8Q z7CX)g7w?D3m4IaIdU;%)mm4A+96R$hE8E@1`KieclHhfA`kUMfp}h~@p!k>>64!+1 zm)BZFFY5xwS251-woFbSEUNC>!T?fSJqn*K>3!I+f!7W-brt;kC&Nh z@r8z#U4-M&F6rCOHf@g_4*>%=b6>rF@%~H`03eYI@!L3U;%#NNI(fnJif5Utnp;=~Pngy)+!)L&AxOAmlE3>(fOqH7T{LNbQxXzaFFDjMUva0;Rxn zCN3(LHh@jsoLX`B7A!y#ZfVrtI2)-SARU%)K|<~DopA^e!=&%jf5?NE z9~P^O#{?I#6`g1V`Refb{%~TOQ8GXDWLFC78}1dS4a%Zl!{|2}rpRYQ11M^EBftO5r3<%a z#%@Kh7ir|Ps4!Ej*DbiWv`E#=PKf(rfhj6o(^xPMP7|#tNx_`pLOg*gzO@<)4V1Qv zm>uNY6#8WmHI7^PKBcEq7%(XuG9%S7rqN(5u3(peDpTK+!uzkkAA1Tde?`SHEk+#4 zW~urND42eKdsb5V5u7S2RYsE?FLz6NF&H^qp!s6dupde9pN7V{ON`MKU(m%@@!e#j zz`|F86#u72GMi<&hTNwL*rUWpJUP~cYl4*4lyYiW!b-k2T^BiRK0!v$PgzxRbFSAD zkyNg_|Vlc6;3y!5HTgLWH+mz&Rjm*x@sW=$t4d()O!P zz>wW1v2G})4g*(E@lJ~!TP&kt)HCsGW!#PtIEcxn-lS035s~Jfog6JSFt-^CD4w%= zNIu@HVq{{M>n~yg#2KfnLclDXLq?8$XQD~#Obs#IWaWjm2Q`gmG}!^7gF=f*JMvB&~cIo((rx1M7tTotu6dPCYeq2F)mmRu`-vSVo_ zFyu>}9pUhb=?J}p*N8jb6>B6=NSkK^y|FddZa3}l2<1brSS0r{HWmQ!4lXvy(_Vdq z(%?j&!Qr8q1(B|iptMs7#!qbgT4%j9DtW>yqrlC%R-_v6nPcX%)v;~en8E1Yu<)X@Ud$R~+@4p>lDH1KiYbI`MuHJ5?%xxcnp>2;%9oj1@96o)D{{)dWFj zE`5kQvbfU^ib_ylFC6l=*Rk_ntbL0)M!7V@tI0&>un=H>Kc{+F4OSY{JuezIl;j;q zA!NYS$NaPlr}FU#(U3^`12>2PW=3~1d(Cnwm$l$@PIwL=6hpE+39%jCqxSH&aKp*g z0bUd~ApCyLcOfWQ@zvh|H==Oqw|u!FH9PGRCh&p?y&_fFD^27Lh7XEtTlM6MRv2dK(!Q>Rh1oqhU_UG-Uq|)berBA5#jhs z);J#fI72EkLDkTWuVTHQXsxNxbXc~!lb%$}PB+K*gpvZxGs^6z;ChI3MtY1#6Jsce zl+uLd(!!@Ad}GecmEYhr^e&+m*uV=J+?xt)*X*Fr$;dF0;*d)zT7l06sYy}%Y4+ds zFkBG4_dP{Gs3zS^m-&~NkQhQRlcl!sqB%X>A6ijjYglqTf^+yuQ1c9~VmJDa-SN0p z1Ib0Y;Jb0(rXH+y0@~YzqTjk~w{>kkTb&Q#5j za?>IN-mv ziq^aL-O`|45ya?%54xV@sxj3IHx+&UKmHkXbL|m|cNf!=knAsSb;vI=DZ^iA3YHKH z`VwDZdS4FLXH$)}Krl0rn|5eMqrD~XgxS2bDK+fJ=}Y#xm4E+NqBuU-)XGRlEUUFl zIcj5OVj@_De#btw9#Xr>nhUQ1UvH1b{=ms<1=g*-t&>ZwsUqwMYSbq z16|f=-ZuG6#pe;m?5`DcDO}ck!CaZqQ4>`Q<5v{zxJ}4q0coJP&2}5T>x>eN5A@P7 zswq{(FiU#)g~l^Gf8OBDF~UxmWk=9UqEfZ zIDg{48?P!5(vq9=mXzCdYi&6pxZw1uTKQOYK34$*w8s#Kua4$lDVD}{Cg-&YkjfME z>o*CwX;w+MSbSYpbLh|WuAb^R1wzSQp~po)!)_0rGUgO zOr2Z76^-L9$kYK9^e=!pFJpykA71BrtFmKtrnT5Lnxu{*rs_qcofk~Ju~raF&?Ukw zX|JYI%&m(AcSy!x5;CR0FVysDfyD@1z+@&ek`vf75!v!E{I^v~Zq@2wsRDEOFQsr1 zB)^Kae~zEeqmHz-PmU{N8-oF06K#w%#wMsW7H1XLCv+({gY_@V1iZ)a77l!-y$vSM z1;h2X2ksGk?HCkNYuz*i^%py4PJ5!9{Qysuq zD5~25Tnnq2HWtMuP6E3W|{%U~bT5ckyI~D>tiaylgBO zEyiJakbkA83)3SzTBATdrmV=1K|487iB=UgosWGS|EkR!f3O`nOr0a3mgx9d#FY^* zlM{AW2Oq7xjlPFi2>jjHFo zrQ2rp7boQhUF0aLoT>7W6lRN`1q2K%;!CRxWF3;jcZcj`Jihy#&^sf9mI<=5VVQha z^;(9U-G@`vXPMTUs&Vs!WNN}^^^v}xb?c7hyxBmZeOOC#>nDAF9AhGlWzKhA%sMe; zi&d@2qZRJ%FnWj$kyV)0(T0)Xsh=mogzc!M^E~9Lm1`R8xNKYK_NOhCruRa zdUM497v98`wx=+vS@ovcl6sPe&qrW9!^+(td;x$sJ8 zUa@rb2kaHif#6EeNMQpnmmyKWo8I({vj?aX^qF)HIE7{gAP7w@DVCQ(`DOeh7uB2y z)3?uF2&lOOhGM!_&>51Wa{PC46)n`ZLuJ~~4LUFP+h&-z;b0UJTxvyj+O5TzkIoqS z))WI8GgJ;B)kcPj$FXF3!89;Qy^T7@h_AJg z8@>*Z?T-G`eaSh>gTEWjhQRsy=?N6^unxhpnTa37LB9DAOXFl3%^!n|=gxea0lGd} zp{rtVWxG|?5zeWU-!}Jno3=N&tDHVExqZZh{sd#@vRWAchv}qpZ(?XlW6x?x&+fb` zrC6X^iz{fD$^43Xso=O{d9~0ys(_%j*wNdTbKbu5I5XU}xm?8E2fq$bIW^_6;GlOy z(M2P5Biif~jCTGS;<5KLUDO~f*R6~Z)u(}f!eFtAKm?fjb?#odduIIV!2au$$}4}V zr%=o}wIgY0uslSXdy#YQh?U>PuK2yVfgvz!E^OVqPeIo!d=}y^Gp+}G8^bUCIe(trFHOv857oQR|%sBf#aMolMzSqV7mxl z<;|LX*KFI)*PHj0%{vRv4VipQA7A4A+#ku{`nvaOu}AoNvR<-7zca%(iGw_DxZ}NZ zYZ$ObV%t5&(_5!JZZ_NquAM)X*L2(~T>*~puK4&WBjj43I2okv3d0N!`o7hjhM_Xe5m+s4<@u&+ijz>s;6l zJN?DEI^UM8F`oIxbaX}u;HBf>=g+1%*rVh&pRyFlp=MjZzkJwl3O^fJbJ|HIqT~b% zgv}oo(*EiZ-27ASUG(hO0zDG?>0F7t(h!%1+WeuJojen9%q{&Plz7*^irhs+mLXw~ z?l;M;u}8mJgn@Ho`LbFtHfs1365Hq$bBvgc+4!9TXWq1qsz_HmLbGf!rehqkk_VSB zWk_xg`FxZKgjs2mw<5ubV;36crXz2)Pn-PDN%ya1SBJPRuq(6d87bN&@dL=&{e-FF zAZ7h#BvK14s%2NDTiuxAg$_*vC7%hUd$3Q-R3B<>$wfFIo#t(-g|7xOHitj5yj$z*L9HLz4hwy*m4vKuagn zbyOOqT^7@HPsg&D8OFG(o8+ZVF0A{^W^ppAy;A-3kZ$7_(DbD%U+FfJ4r}AKawEC8 zu_f@ufiHNA@jE$^g{B6yyF8FdFMijC`vYjA4iMg$MddbB&K=SDo^{_f1^w94UL}?_ zBv($uL zf-F6=G=$JKUwzwvQhLwISS~jFNuLqv#m;#kJ!jueQz%7Fo?~1T+boOls4AjI!jr~4 zi<|c6-!glRtKf8nPiwSvE!wo+XJ&}?Woy*!%!4(2wj^j4J!g(?EpAvI&iBPox9xlJ zV8|g6%Fmg6V4)*VtJH-~1W;6bo^Ph}WLa8oR$0rJ<2}b01?9eAqX4wwo^&0&J`)+T z8oRc1g@si_3C05}xOf&P!_6cA&xp<-LpsS4;m40<%_KIw2w>>OHi@lfDvl*3Eq!GM zAliw>+H*9p)wy2>e^(EK_GYd1QqtSU$O|!`u~ATRPf!Hi>z7`2m{QdhW>OHLe6mnD zaYe^I(9ydkvo;M}NJ&&r?$Zw>KQj&#uhTJ>@iEy>jQTtv=z{E$>d}E)P~VlxwZ0mg zj6t!1VUQk`+ zbEIEC4fD}f2tK`ywXW0XT44bv3kd|lr)*2^U_W>=GC z(f`dwzxsdtk`<&jk2mD6D;Efg3q&z%G0f#tC^!5d6td-l=)T5(Z{dy3710)QEBMZq zA;~*Qi<0?BV{3`usPGcvnOtX@9fq7KqJcXV*qD*>^Yt*ESJF?-&&R<4qb>t?>BlKg z%rG?d&oN~ZBM-6H^a*K6RQv5JiS)*op<1oJn{A-T+$pB9C^iMoh#!s{q{wW2s|MRp zd0sU3HfdH_eDEN4QS1wyM{v?SGsd0W_xgXx2gE-lB&5_%oTF8po- zMTN&D|GuCW==WsInXPO|n~0yMAC$^MDZ zX9{4>{X6#sJ+qYoh{%r`9Ru4d;@WW$d(|mRL>v->r{bAA;dhEXEj-(hNy3M{NCND$ zjXGf%OzxK}{kmxqIaVfvc>5(m3-#r|h)7TC0Y;k~=aF~s>cSi=ao1I>B?qKbK9q~1 z@C`@tZSfwKAR`li5W(4=+5v*S)RqoWCfU;tMVa$Ep{d0>_ZySwBcXemn$A~S*2odW zESNyN@F?8AULjrg-Au$=ibuqUR~u#U<>65eFE)4Txk`&nE#$YLw&NdBL;9xZqH-}; zI5|R{tLSdXMXh8Qbak$4W6g%VGL0c1cCjy%PMk)s96l?3t8_mLQy4>>6S%P-W1rmQ zQzO@Y^7U=HB8&OnT{Rl-RDziNQoG^rauw(Wmw_M;qAJnX@tt3ZPEN{=~>^GitFLM=Q6eMJ5I(X-80)_*8~-uD}K^?3iRY zmW4@r4XZ{r>kS{8=*3>sIyGg1*g!Mq0bk;QhR&KEFf&shb3bt~^2ATYntP#J3C^RL z#J!-gG_SGRrXG)|eHMb3JHz=I0cvXFT3H)P*STV&d#yLq4lQOQuaJts&M^^oX`k(Pd=&Dz$y9`#2M%Hs<&9tB~!smV*W8N-J-T$=A zn;Sx>Y;Yw@Gw<;AuF_z)6O>l28LMebY0PQK!IWgvK%{#cUW-NEL+%{ZwF=B=e;a9N zH}k+VngHJs%>Wg-BnD5B+aixE8*QA=M-~1d)t{%(TdC!TE?r`!WJed z*5@v1dS+SWo826qv`;)FAdu?ng<~~qUa`wk8mE#X_pu0w-}H<2vK>c=0`61kS9l(t zb$3`Nl9j z$A-f%U7o*J6XQf2&S&jgtw(b zIm_QP#6Bs`PL;2oEm9n~Vw+omX}!Z^J?R0cJrb3@s4 zdZ*M6)Vjr$WDby2w~n!yF#a&x9uijv#tRcVth2_KpnOqM(lmHKYhl;L6E1>vvY}k$ zW}R=^i_d{sOrhC3iCMv)Me=2hFwLLA6g0Np+QiyjfLzrkM1c!}mN|il9(0Rk9t>wL zLsVy@{!o}C$#;@q>`HWhIn-I5T%>L?rD@D+r2(V~#Py`_}3q)c%D-=;yKuQ zqU<{VU@~v~m0SDJMtNKzg8!}G&RNH^urQA&54_74D7sBv)u+mbB-C`h{hG(oshwIdzB3Bs` zq%e%!6rHD4%T;%$ z7O!}GSf^2?PM*7GGF5A^5a~L|UG`LkvteV}7W?t}TC?ik$SUQ`rN%h|&IuG7-@F97 zT!g>pB~?B4H)t!nmMN1}l)HeNHMcd(V^RI!*UcZ1j8`>*)Qd=z=rlLB$n|@~wW!5s zTr_=avV8F>SnpwUjHOyiFsr9q>M;AQS?zK|8JbPs9+!@T6oCGVRFj}b5*8B-G!|KO zu2lk2J=)_Yg9av>s;^b%#3U=+muSYdF)`26Qmx_EiCAJOQ=l# zX46!TY-m^SH>?=O{-4q1ecg1Y31eaxXG{Cs?FooJ&64wWu?3LCTPm}50$<;ig;+_4 z+?WZcl+yJ05vd*vC&dfAT(y#)a0-kx+kb?+!^AxpQZD&p!jE_z32YrV4wO)xK3~ti z4-HZ|eSf2y!TUzcVU%br_;nJgPa6m=adR!?#hy3yym^fA6yH>q|x!E{u9zA3`WPB8Yl**EqB49?UDOP=2$YKavd*2g1Z z5#H*eTJqT%ZB&L8nc`^WGVKRP6VnhRzM^4jZ?~uhj}p<2b7eWV+bsrPgcF3>zlqq# z+b)&L916K`8#Py861HyM|ADsvZ@*1Zkkf%)TP)*_ zKHTL{yi6Q(?4`Z1zW_!rJV`!aCQi6wmyhQ)wV2ckTdMH2&9zeSop|CNWOR0N z*}kzZl%YkOSbXEoKIL>otHhSCZ)0##1+9)2e(o4UC!->9?-=AL157HkPgWTm~~T z3O8m!?N8kH0L#GG^p-Tp*pldm!eEB`$v%@+SLVJJrj?{65+0i;F z91_5vZOm2r0<)SKP5bQ|!)vG?+gOJkxf903sVIgT%Qfy&wkcn>&1cp2R>sOfeFbU4 z@_lnPK|2=vvLXeR&@}w1$J$(ZCb##<{p!Rr{Y&V>>8pB7kMeVfzKMZ>lq^otq@{qO z0c1S-GlmUV^o-Aw!IP-_KSUC=w+ryP4iazK=}jeNnhPc|r?qvg(mQ4sfeOf`Ycuo9 zb=^s8=&dp5F%~D1j+_CcgjHP}`b*-o4>3~15yD|-6`;a;yt5E8R$9vAG@{WyU0<1n z!KG?7x+}9EWG)xSO;Q}`=XuJRQ;|t^{6pGl6@z~ExA4#hd>Pi}nE!?T=0|j*;H6PJ zVWQVx0WK)}9RZC_QMTmwRKh8;bQ(^}o-rgA`&E)C=;7YoK(0cjk>qU(=-tqfO$e#B z#Q+32W%-g1@CQFeCzH$>184SO;iihiG>XfYNkIm>o_bPnnj>pVOGM)AvX;HbOMqr{ zV7!WA8LK(HHY7-|mVUanQ&I=+uVyBi!J={)3%@TZP^!@r)G_RX+8yWDcxkF>V!lyY z)#>^w2c6yD1?kOXJ36Hj6mHJwol@00iO#abw1s7IsF;#mWjR9NPx+)_V+?p3rgyT& z_a8f_qj{)$V9&tp&yHkdsq)%ahY&o;7F48kx1zB$WFo#5K#=1Jb>RRoc4)ja$@NW=<-v#@|PS#glbvkpD z$p#hQcAVp4LgTDQeRURd%wjV{5T6$*d=vxzZG?K^@PHcRO z)aiE4On&2mGaNr?b^z1MHo!Li8fFJl9dCGDxT^f4uR)llt@t^ZSzgS)PMuWyN3{Jz zrm57t2^UPKbs=dsAEX^j>-vwpk*oa9BAh)-<2Yb^#PB>m!}d{!_Nz*ed1?h6D!sD3=i>4!d`b0FC|%l`;kOI|321n0BZ zt+|Dk?hU@#S^bEDJ z33JQ^V=f}HX1MLzyFzuS0*ORT>we8SmXbe%!{Y+d(3PVY)4O!o?J3{T{EZ8l4stcw z4{@zl{F675H9f$(i`|9_iDQ;zQBQZNAW{4v)zzc4bb|dBx}3*=?HvIZawtNeM8t&Ux3Hh#XfeT!$hMZ z+ApbQR9y#r&@*{dx;R4EgjpK7_Iy6Sj0pBP=)`MOW!hURp6DDi6_MewSNZ!XbjD|$ z`LRtWe*k=`l_ccOLym zfpyEK(Cw*%`Swe z3u`jY^`UoYrKT zq3GAIp-5i1XEbWvViTsL^xVNSwvFgNw+Dr6D-!4B;*Z@?BV&fbj?SVBBDdSA}II^qV0Eyps3-wQ*K$Q2>e-rKFW+=o%Qh zW9ViO>CT~H=5g+=?tMD{VSW2ye{1i3t7rV_2jZE|W`r4G zGVUz0q-FW>YEA}p2cFvmshnXrrZl#JeN>@B>Hx*u*?i}KH)A`aKXsjFc#Qi$#`AW7 zwC5%?@G6ZG)t6{_M!Pk1$NZ*ME~3bVO`oE8T}q07)w9}p3Gw|x)FQ8QMFv=OPWRhKtT*=)(L%O8M{u6hUXT+ z=et+gX&!d3{PhHCm7k;-wvRx@c)fMno9;Q8b|zl1WvecG{M{+Tpe{eOtg+=KfyW%2 zG?bpb_k+~|pm8x8!m?+B4=CvFNpG6SG{ONPz7DNh`8`RAi?GEKIu0(Hb)r_ytzJL9 z=h5`6Q>t`(2&Y{Tfzjax8eycB#_@c@8y-W@=pIJW2|dkPnp$D&f15l{xi-9N9+<=# zof>cCdw-kpQ=6@#!HTkFboY4;a?J`H53gJ*fpmh-Ce4^YMTJkIeO>Z4@n$_Jxu&-#;Z(1*uZJ z+-gRS^VG^3v!OhvJj=IOjOyZ8m4krZnia9q&C!t14$;)|d#ms*jL2UhmmSCs$H_5# z{RoKgAE5N@vdL*UcCAn_Zy39Slg;mIj}(W{TeoW`Z>)Q~rAuabiF18yQGwd)&MaW0zpAFjXEPCgXQkkARuA1LU=j5l!N}+Rp)n3H+`~d-~rP|d8 zJmogT^h$FaZElw=X0KEup-ZUZsd|+?XOR+*SA!$#7NRU24SlGY^LuEJoAI66mel(2 z088rU(tBecO1W{%3EWVTK-ehmhdX(P)zfFVXSgo;vQCb4diF|bVy!Wpklgi*lvpqW z+EwbE|3G+#Y3ei)wI7d;OQM8uB%+m5rpCw>zst7xxSXaq%lzgkfq+ZI9HC$jfn8Dbxy6xUNOOy={8||ymA?V?-#B!n2?fd%hczv%`+{@|fmgN5 zYm**43sK=CVIwktZuo}Q`gj_pe-7eQ$)H`wr-?4~ahbaY6R6rmS`ZWU99jmDib?<_ z(3N!tYeDQ~q^;09;lZ_q+-cn{*FKIWja8rsT?8r>UbC7YVDMq@tkxKe4OBcPqFbA> zw#s1)`Jvhp&}mS@(V_>RYP!NXc2CYrq?|Q?CDZJp!&NwCyDD+#S8X|@1BGCzllaAIRI=*4l zfO9#5lvVn77@P{*-`0z9u=ka`3gQ`5Q5I_A-aUIq!_=7#yL&gH5W~xDo;tS<9fgw> zHYOpHpVmB(IcDAoH)=isQ6p>4VET}+!|bveUXK`P&XOyfd@?asRysa>O3>pK&AP0O zvWtD;1Vc5aS%D_BB_t|ANm$3H5&txWOV~5vLDo;-@pIx=OuJ6ryZ>RyP=?#}Bv46Z zi;9LC++pk+U=Do<&2T(}5ol30LO-*Q3>Kx{Z;ixiF^9CVG@1G^Q^|&8V$Alv>#ZqA z()bq8Q2&Lu^skjkh+{WdWt3AWvW~wcfWF&K_p_~O{6BVgy9-F8Yur;C3|Jqw2m-*R zr@l?9GF!`~KRG8?hbrWrn>Tbmt(!};7MWTsg=Vt$>IQ@idvcAF$0gw38Sn(io>of_ z5KQU0nO%nDQHF(db2+l!)Y}bMn;Hl#jz237r787Gp&{9&-3-gFy#@ZIcFr-ZwWa7! zwcv|VH+RvgDw5HIEW|UpR@AVkvC!eeD0?J4Dp4IS*BB{JECrRRXx3*y>qAAfMi5T( zs(rT~{9Ao4jsGN;^(~MaE}=cstbeXKvq;Da>~mD#DcW(%gxkj!fUeJ{NC6@3p4}6& zNR>p74CWNO18=W-f)V=oy$GYutCnPgx8R!`-%RJELI%X?BFtgs@|Z`O-OX1@L2qPp z4wm_QqRA106md+_4!TzLO3crR|BY;?1)(Vb)4;V`O}KF5A%&tRjmG<3e^TCrMPUrtKj8Fd5W{s-PTklCC8AF=v3?JMC^)c1mmKW`?UX%C< zh0G*lQ87r~K8^o5K=s^rdB}p2xrJP54dsEJZar+&$v;}}t@DgX=1@uAl3xu8=oITKKq#<$^jl8{FFKboI>GPDBnxOlP(8Y4@f{M2^8Sw$}2YhvPw z=PD2LYoSFYk<72jMR4=Hn&xkrvd)Jy9ue$%Wi^Nzdai6i^!5Y%WbboDHrim+{=e{W z3`5Wy%cvoa8lJvq)@EVvIa^d{7~K09mpFb86S>g`NZ}~jcsYk`PIhn9-f!iidL<0O zpEESU!bOu%)MTVwOKZ=)Dpj#~D@-&x;O$ba@c0+m`&cQf7yVS&xQ<7we_Go`(>hbI zBK{_x$z-a=1{Zwsflv#qXy2klCs`MI+B0QE2qR7Z7|WP?2>Ow; zTgK}(@GO5k)EMj)kVh{ zNKbG|c7ZDvz|}ldY9iMi9dLWGBXnL0YB~Ro3yySl7(!Hl8H)=zZ<+kr*glYp8!4{s zRJE^cqeG;p0*-_*A0X(ZviT-kN6lON>Mg#;$Kb4&C zx?!lQyMDmx+R4*;eoc-B=O9ZGU2*E$$K#Mczi0umyqxx$>ab8o8MNYt$BTal>FW8| zHQQCY6m_+m0)Qm3MBHdMrf~oo;E16}IgmV4rQsWrv^)|g1}Fo9{MhtK9a!SNhZ1_9 zm-v^3S;}ZW5rprv9;$KJqMuaC`KfW>*7K^sBx+tk#~;!h_}w0Z`gexQtJaqZzKIK+ z(tdxv%yC6fe{gES&ETY|5J#QIVgyA5rGR{u#xH-aUxE!#&4SJ+QOZYC#mD2f70>A2 zP0BB}+GE)ELiz}_Xsz`>5@PRdB(a;5-~fh2+=ZcQOgQL0XO{gv%2| zf;4CbaKK2i7EN-{#`*h*DpnQ~_U6H(w}+?GQ+2Zl9y%CA@PhBSDftV1>d(e-se5rx zea-Ls(yvFq=FJ0QC)VEFaOBl68k<=NS7*nIoxIi(!eR&AiEp&6^PXTtFQvO|3ZEF? zjn*PD#p*u&PUkO=)7na;d`FC%GHQ+mNzkJR(UfECPah1gha|^v z7=%W+y8aUfTQrF@Auf623r6efkl^y~{Eo6em^6}_Lq4xKyn@k}8oo19y+3t^wTr_c z1UP0}BpK^b8AGNj*Oruu@wUH!R5}${T+lcAMfVYuldq+QCySMmBo99GhJC`&`u00~ zC-EcR5|&uGuCfWIR}4-%{{hvm=!$;^?Rp_b*i%K})=Kf8Uf;lzV+Ej0Cs0TtM{dB_ z7N`D2VAB4X=_55H6^DQM$tG!jvnek$117P0Z*m{9`4wSaI07;}g07#692TXGy6>ZQ zEv800h`FePbxF5OvD+ZC`&dDJjGZ%}Fuc-kw{6?DZQHhO+qP}nwr$(q@3#GaU!-pWN@9S0QqA~KbQdc2IF1pV{=dLiF7?@o|5HJnPPwfH1XkdZ> z52Y@VAxw4E(4DM#lwjvse$Q8dp}Wu>PKY*wt}ydX2<#UiRL~I-z@Nw&HD^fE9%-r zTf>Ms86M1yHKj0B%L5=RLepbMi7VmXh{d%91WIKucr^}@;tl}Mo~MwN;}i2VP7&1` zIB|Y-)()^lW;S;iX=nC>ul&v+3iAH?4o^IdtRrGnke0 z8QP@LghJNMMol`{iVc6pgjU;LV8eqm>9r1Q>fcV`qM&3Rk#|v2M{)?)tD}_b3W6oR z!RI&v$4~Suhj$Y>ZDbF`r)-9k&2_vu!;(%9dobOoa`M-iP$dEWi*2%04-wv8Uk|n`P%E8Vt!N zCT;78CjrfOKG=GKJV0j!GA=}0?BkU2dMXMhyI0J{E(p~gUyV--mAvzK69@i( zn#3m45?#yBBjr2B?)vs5zE(LyrxLmEr^rR>^qWoEI_~E8R;fpn`pk<(8&Rla!Y( z*U^1k*9*QXI#v^`!113iNtW^-kOkJ4pJoPPdwFVa)n|+R0p5!0f4@LOU$-RSzD{U=5!;7?$hoefLvc=oa z>_WA<9BVGHw#_JSP1bZ#mOuDyzhgOfy06G4f6i%3OqBUOv0ydmOHe)c2nl%6XL#)y6cy0Oq+%`PadtyJ-<}+@sbR4x^?ZCw zEHsfH=nO`3ES&O&`5WTwF@k>ClPiZ`6W>*Aqfy%m4LPK3P^)3~&Kkl}-B~qEj4oAn z8DUvI^1ZwqdOSGXxs?|rvg!sH=h=NDS?0bJsDOb zV}+7PAvFY8w($mcn)e0S*XZSReCNbiufy@-&NAXrFCuOmrh9(&IlE*}LnbpMpj-?? z)wN_zO)`2m9t%bua|UJ}OD(M;y|%dD{A#W9&6#THT!&1HsmCR*Oy6H$H4nW|cHr4q{t!0;5GZnOrYQA95IVZK*o*TsKAo$|$}w9xaRXCn;^ptr zV6JKge(IH*1nMj{HdUwG+WXvT!EaKBKGw~D+O}Gqk1a22g?3kBX_*;ZeJ^<)S@vGD zd=jE=#xc8|&$M8x5bgfoF14@7Hklsw?ub!g!wS98do0;o-`PHdD*cA`qgF%tde}YoYVzq1Z?n>-B(zeWPBp| zAmT&PT&6QcVPCV{s>2FJF%)ze-;#NDN!?9IzuavnN?aSX(G+Y7Zg=_jCBh1)a*&fV z4yh(3YzEoRxf$}&J;hXdNo=U7<7Qg1*Vh%7|RFXER0I5 zE(1=$6fk{4Q*3c}FJNPH2CoQkJ4eeNgvc|$V;l*G!^ z-0bGo(gKRPl>u0Sae@W(^m0pBKo&H$17iTw#@NgNyqW>17LWw)v9+C}?(caNIL6{nu1u z&gkaqX4v4)WailTR?V*pEoC0q-J8S$_;dl<0{9~uTb)A@DUSxdzXRwm2TEvV0o>vQ z_UDe={;O>PRfKc`n$-PO#)yDO-)FS_Wdr8`4*W|U8=Cl_*Vhyk)eNXjEX{>pn46db zF}W~0Il6*j_?8Cy1j|zT)g?e6IJ!D{<__QKSC#vde7ai-y%Eg4-17Ls>ioMKiTS6K z+xt5>>)&o`WPfgR`S0l4U4&p@W(n-Q+v|Lvxw+*_nv9%;p7g&PSc)E6i-+5b(;I=? z4TcVn&R_E{j+}&Q8u-BI2!O%488AaYn##k-<^^6 z_Gb6C=N~_cS(;m!S$`+HtE+)ZbF+&Js8r2ZC-6sL3{gMe zj!b|UqksR2D~ng~N5BkHeuD)VP5%fKWIFjFP?Qh(BcM@~AK;Au8L0jQ3t*`H5h#MM z@Ij^ue!&BoEWW`VgA*405wI!B5HCi!HMz9^7!QFMu>Qaqn**(wz-~}4B!0$$NSHp5 zK~i==T+aSNOwE8)?LOfrU<^Qh1OE}wS`3KIq5Uxcsv5n5Hw7?dX#NVrTCIQMBcwdW zGh1ruah>CcOs zBYT(ov%wI}-{2#NM11jsK|)~DyQ zPVQw@7+ykoMtg=w<|IZZmxjkBTVS1mNeb@!{mI_*CnflM0{IAUZ)oTZXXnMHMh?ge z#dfi52!sHbOalAh_0Q{L zRYm%?J0U+0k0&8x$t#~LK+7O)|E_Gx4*8Ves#mCvv8Ai#EzE@|VDqCH+TDC&4l})i zec?(KX>aoF1=#8}3G4(No&=jU#ssa0_V+A<-Z{M?7t?7`>|cPI?J+c@SnFVk5!Q$Q z#Pe{89H^(L>ZQpOcVVo`kISyM62EgH%IQ9U9Dw+lgrJ%w1xS(Xa?rTV1a{h>OgLPY zIDj0T+pPl(RbnPe=@cCAkgaH*mfxvi=hF(RvJSK~D!2X#w_G#f!E8g)o6;;i!v&(n z^SQt6p=2=%c&`aUz6>Mhted3i;$9!WNe>gY)vk5ySpP4=sSH(kW5R@}yCxYAEaIVP zA>CQblH)9`yD>!jN&t)!igh9ZRa6j3rBqw{V06!ltTvK5CYRMBgg)b z%hDC;35r+FC>y>(mVW?_PbGcN((xtM&N)E8u%&gg6_F6p!cV%c*zphHTXM&5H}pRk zB<~z{JZE@a1<||RW(BLW7>Jx)xE?C&{fTr_nY$~X@YZjun zdO{OsdwqAtVSQto3{F#qn$Ku&(qkBcOK$b1o?q_2B9=ArarI#=;;8y%r?P$Os+?TR zSgZ02D{eCJG~1;8s(3}6$bXi6uTHA>%=Ax6?9I?0$`LItJ~s_`7<4FuN}-@{GJBmg z$&g#=pRG0Ri#o*VF@1NRUl|l?3dxQNy{iwN!qC&VBVoX#ykP?k1)=fU6ieBUp3HyL zNO#`9Sk!k;1vgu8xNf>M@t`O>eBj^S%^}Hy4!Dw?`>s6Mc3eR)G@l>a&gzZ5qwh+5 z<@m>AVY3YAHD9%GzXxtqk$gWDSazJa-WcnnrPyLCj){3@bjTT4HzFDu ze3U*@YF5Ll0sLduE|0x~^DWZ9gn;1wz#tz>qJMF(p=ZPF9uc(o!2Ov`#8ImV3;h4! zO$O7g4yO<2@o)f^xf5xrU}B2mvue`1YCWAm!q>oM%KQN%CI=TkCLEgGz*LC!kr1e6 zG3nc^=vz5Eh-PT?sEKM-6X7HNT9`_x1R6`}Pw73^`$?!+*Wx!?2R|((NX&DN6U4SH z)itgsW<#=+6I6~+Aq6ZZP@=mvQRd$hgA2a4pM@Dvhl4#PBgS3p3q&U0wLDzz&*S5r zszQxz-30AN85BN5^x=UK%3A#+dm+^ESFBhG;UGK!(+#8aB$kXt3Oi(bEuX}>TAQhO zm0*p10hT|&;?D2+_Rgk>S=;4A_GYJB>4%3Wpk#FOmF+WSOCH6sZDecvxbL+{*pU6c zl}J(0WSkwRp$%-Xv+VBnE{NZGx3L&tUip)Ulnm`kEJLWKOOLN&~<5smIQceB2Rnp z`q}=8{|*$(y+9<&@<7+>i2ZtpAytjtn^y^&sAvlt)8y{lxP>ru&@;WD?bzs}g(Raw zLpnW$HhDTZfijXcxPK!+X(Km;DlAh~o-#3<+)2oC(+wy!KShxQ#hPU{+iUMpX};n9 z7wfFYJw&c2I{`Vvvv^y$IXjH4*n)GZPi`s07MIEu{=oQ|DbJl7u0VT__GChmfH|fJ z?n0H8CEGnMLR@S39nVGWIoXz~H;naA+nc>OKQMk00KduS-IuS~#19yie&3EyMUK_| za_0$o!rO0>%Lz@9ejf?$p{9)vRXqZispqHFmnSORIw@t0Sp%C2;AIC$9FFaz2Resw z+gl06R$-3VGp`QMP*qRi%lk2N3TyBCL}d1bR&$#nLV-7c5!A59-K%Wz3yI5A^c8Cn zdm>F5e&Hs4%^@oUG)e9-PERMq3F)MrEstX!uchQ2WU~Da`Y4fKEQ7-i$D~0bf|q*{ z1}kc?EZYM=0<%IhGQ2al%rW!{{}yr-_rC<@`Gx+70DkI`H}xCYN2-s$BIi3;`B4+f z-Q(bPaMCh3H|n&m?5zoRui-xirGOWB{^5%4Sb?qtBhJmA+gOwbx7iHuDfco;OjhE9 zbadB=SAtv$JThv;m%hsV`3~!@YjmS|5-1h-orYlJ2UPiVlBLg{h~eSz8g(_0G|ZLx zGv==A(x>%>-{u~>GsikTUvs!ART|g3%BlO^Bphsx8uIbmCI}1d{?XRN4y|OjDv})hnH23O4mB*>0OfK|3!4HBgZ1!>MR;~zuHt2rNM{Bxc!Qb^4 zXsAwg<3X^{)V^kvFu<}AgEJe5V?p=YKQ`6-o4Q#O{13RS`8T{pGH0m3XFCSX*ACzz z(4`s*8!{$JGK>F$*tI&4&fs06@(dH9AyYo8uY_){3aRXbWxR;gK`C3GT4TH9z~QNryKLZecV2a{TxfK&j6<9+u&|V;Zz^ zbh2{w=&+AYHEksxLf3izdQrTjU?Ri(CbZM7mLQwCV}A?=@Tl%m^U2JxP>TW9EvM!f z_bQ`h3psK0nge!0YnS{Is!o+?|AHnEr(K`J<&ZcWVIvhzQGxvD?8+;EDSEN()Sudi z+2KU0TPXSNggYb8O$!zykKqad)L;gUGK8eW`Apq6JFBTMJ#fwU(knaxzm>$sFc4=F zcMmF4fOSx~X+sG*jK9D^Xo*sK;c0G^UcyMW)$BY59;m%)=Em%BKgejtvq)fVv~Tzr z9d;td&fIf^kHkMbv_wQ-MqC3cAlO=s_r(mHr&ugmK;c$K?+M0w5D8GID~o45KXSQ8-ZV006D;}ZXp~i9#`{bs z@0&;?+>Kiu19TIqTmClExM6Mt!Uw*1vVuk&UTi*sar2@IypEiFG=E9k<(t$rYR(Uq z>FkLgs)#tBbrQ(u_Na-XoKD_G(AT>$WgIp_9&!XKrVBfXy%qZ}IQ0Nsu5zVwBC<|L z*b7U3O|QMhmo;z~vSloh!}rS$#ugL0BLD!i7p(#i)yLP>z$&zf{S~3gEn(_#hEIcP*%6dQ< zp*Qkl;LWr5f_Ondgmy65{ibR<3dm@OFEuxr5EMH!NYg#@ppQf^SCQ`-H4h5IeaFjQgQ)XT8%KW>lD^5e$p$O}I{9dC)~ zDnP2G8beHQe|^+=AgOt3@S7M)&re!_#&_c%`@MH@Nk43D%MqGw0RUT?Yx7NG<7oKU zIuA<6L=*Ws_mS3{Z>wtOum+NtZ7e-sC!^3+;@!8_OYq;m$QE4zK#k`-Nee-eL%})r znv+$h`1NOLyvR7td&b_#%h8)U`VkxJ9E#t}iSXIN^Hh$+oKoy&2H+ zm_@oI3U+xDtfW0*4OW94VTb)THGrT!_JN>ppL0HU06aHQD0}lrYx!~x=J+-!&m^Xb zOw7zvKft~xIPPi?^jrDiRf#PD<;b3Q#eO|Y!oJ%$?5THOl}~MrM#_RpaPjA|TM&e| z*rR^IKn5QFUwgnRVv5RRU6)zwtJmJjkU^#Z*+XpNhP(cUR~v z4%lN+f)^Z3bf}v$BT5ys8~T&D`)XeP-8=Qc-S4tM#60Jq-dt3_ZeJ8TQsBD(MzGF3%?3ZLp%Pg&B8Uavh$M%~n22w_p5&Vlji56~od7{LAE#y);eQpH{x{#jx4hL?Cp z@Rey|^3}9cL$ALnv~Nuo&tD04T)z^2wW67)J>ZLZ);NhiW)e2y0V(pUAE}m1h(V*K z1P(KZ_uefR`$6Qb<(6GvPXHkJDuoQvLI zT+0i`?#cBrWA1L=y3~}L&a@M+2LzQxJYMs;y`{R(-N1?^ z&c=q6-|d#Gl5l`NpIdu8)`lze4BiMFV>$b2S6y@#y>+$Q`lQUY``+isQwJvQCukAG zKO$)4{>Z+eV&{=JM`-;!gm_AAD8MdKB~%E59`um{(s9088RllQWtq+odCWM}>NYT& zxqA=IdrO{J{2{Vwm&ROG||J-_)KUzvM{j@^uTVo4vWqq4;Bfq~;w| zY)S4L`JoW%JX$?IdKT(NJ9Z-Z8-&}CrOwq^FqENiX66kljFt2;n*<-UvgU1=a^V+; z2Jti2dmeZ6)G!{nkxZ1d!b$(vvuyc+F6q`rQGL+N!ox*)utXEl-pju`Lh3sf%Z0+N zP=A|;L5xb3T!~vKo+w%BYtB#O!KOLi%^)!wG>Mc5IlqHn4I%jZ&PiJG{e6LG%{2me zlgY@Pr#P7sUrUZ)#z3f28e5CW9l~=T+K+{ho#1F!jUir4`(vmFJ|IZ4fl0Br<#L{8 z=)Z5{wI-HluqzB(vEN%DzPqYa3bLA!9oe``PqM~*!?T8G(_k!JEqU}n*o;P#j7jNS za`*ilpax6DWifk8^cQD~i7x&bq5AKs03^rT0dBU58YN9)F5)HHqp$P

    TKWhI*?O z)|lxO!b?Vk{rxbIuBIi^0?F|VAxXzPhEvyJ%j_i5cOd241b&QYg|gawZdBpJvnnl% z8dnf@W}-{mR(5H!IU%{6P;01MJPd#Qi!dC__YIQrDrXVpS6{}~*>y6od3yOaLnY8KcQ&A%<=!e^9(bbxlOY1Cm)alAchwOhaU4DVq zs$|AJ8zO3%;d(R7HScq3^I5XDi(%f{B37CCgRLLq;kn?&NZaCt4Vt_g{qO_08IEux zyp4x|?6{C~`X#lzu@JTItQXL5WyDw^6VETD{oThwcj%ZKOWb<=+XA^V@Ts^20-fHtOyD88$A+!N_R3_d2S) zOhwWP_lluIju=MQNNv&&WiZ<+r_$5D5ycf~bjph64vxBgZ-w!o%QkSg9L8AJL17`` zbrAVHa(uGf>$zd~T;qG&-AUg&7EdD|pRe)^-~X=iY0a>#HVO;ZDm83NFHmZBHnd;L zap_nz=CNin%}Jlyb0op^;z`5%ZCrgLpZpV@&fnoK_{}^^jT_7T{@|>}szTOPt&Qfw zz-KMH8u;sql`-qO%C7}KVe)oc3BGEf84_efyI7Sa-zAn38AuLiqMOykNrqQp~mFQ{-;ZG3RFqF7V#)ZeNW>44u)AFYmQ;-f;6dgkU zM7d*LgLYbr!+KSANNyDV^ib@>h;LkmF1b0$$l8$BGSl?pI2qWa{V011JByi% z6q>S7C9^P{E<1T6t^~L;<1Qopnexf8#iesnQ5a*SpkGE(T^^WilW8594^ z7>~vYE#+e2yEDyeSR^FG?Eel?$;cOM@IJ3d3ZGm)1 zWHBOFg?hiQ%BMvvCz1OpR!}!ow!}dvgA12mB_B$&T3V~mnufqgh~+N2y0h=Xw8#qPZksCyy*|CrpkCLF!kMIZZziB}+f{uHQS*wXB2Y06|BY+K~ z7#W8aaR%OzYURNyFRj=@&3= zWqrFDx;qbjFDcA9A0lp6>}L_gBrG`SW9lN7whu5&rGz7fy%M3xd|Mi{aUi6{!5v$7 z@tzh$B_EV9?+sTkC)&|@CbrIIUscB+9!RzIa|%aMnE)S+m2t6ZRZ2G$flUYIFX8k& z?sn>}|f4U&t;Kt&A~r zyf8MeR^RHx&DGy@_@m*N$Hv(-loYcF;gmi0QPJ%O*_^-Z-5zSPhc7Q=G{|LH6ecRc==dp2Y_}I-)*JR+)5&IOGy3?0$r)vRkr}Q6O z#YrCgU~uY6u_8<&BP}p(&eVfeW>OY;uWCvfg@9-B_CkR%MSAv}V4iieySsQk*;{5L zM5}Et;t42@E`!G#zjN>6+2MYEN4in&e3%Qu{ngwWl}?JIw-NW9VB=PPI6pCXnF8aT z#+Qw1_i47?CXB7Vxdij8gSN4fcUFJ>A&7Lk23cQmARUp;b>gt{!N7SuMF#6VUJc1izt)41^MN3gQjt{%|9^`O2d#PktD;buQWkF zPJBdbwZ$LQ9k-zMMp&fZw9L5z^vY>mc z`dFSTv+A^1yomUkw1H@2rHPB*00mh;g|RQ?eX7(gxOFb-*lZ`{>zTpPLv3!*;{<+! z%F*(ZZCLkA7e*#*7N^n`Hq#brF+I#8SL{75-vxP8?l-ALtJxXxo52<73gWbr4PuiRj%4SJ#!zU3}GIi(zQ|pffOS)_d_)8f@f^ z$KW8B*i7Qu_zi<|eD8<@ib&Q{_*zzXqURMHX{g7wl-8XOVX9->3mTP4JKeB8DXjel zP-UhF?(yy_hPd=*JQZj80Up?V2o_%5d!I!rPhGwgl?OL|C!qxneXMiY!ZG1#CxweY zl9tzYrB3>>(Mn1gK7PFrq2@aNrvzeS(tmV&!UaTXlM2Y7uY1^#TZR#&X!Ts6VWsnt zf}f`0Hm|IT;LMufTb)xi07DyY_Flc6E3@4A4XwD)LYaPZnOGF1uhNis}-s+WIiZe_cP7jrydE3AB7g{wjr@=Po zliEk=WTAEv>9YC;SUiCRl*yovopqm2~vSxTS`}^}tVnYKY%j=9kNUjpf#i$UN_bOgI0zr_AWX zU}Suv!ve1g7W*sl~s}y^T+U4^d{~Sql*-zcH6?;zc7$LK24qU znNMjI)2{2XRD4U5%}YTnXG-*=>XhP6iFQsU5RAU8@(fl^dC&`}64IwSI!B+djkk^^ z$FiS#_(}AVx;s#Feio1KQQWfkwCo*L$<{Yb^{$C^7@43 zkX+X=Yk^p=5MPmHZ#R7lJ6~zm`Df-sbZy*rCDFf$zoa`Pmv4d(5e5Y*a`TlSM;SMv zC5D_K_^FHCpx5Z)T6)#2ImfD{DDa`c*NyUJq~WJD7C^Pgq`7kA?${!YISnU#I1G-N zKt^`SGkGC5*G=Jcl*j(!)_|!tDi14X#?lIn?C@6^^9$k#ZJO#AGoCs*R>%&J240yJ zT~3}Rf49G<1k0A)D2wj}SIM(C{teRzFF@ptSYT^W$Hk9Lyt8@yKiidHS}sn~r?xku zS=}UaGTFRp#bh$bse1U%ax*@fU;{Y>lR#0yr({Y<+2JbFLx5e`pzrwP3QHiyT%S&j zEruPlHE^HKMjFs5BK)PHcQ@iG=v2~45E0Zc`G`c*wY?!vF;x8a*?pz1(u zr+I9{I7N~($SdtyBN#{TiB*uvyzJpL%~138svO%wXdfdHH|&5>N0PJQ>Qe|J@7S=> zh}tkNHplR~t^GsFL5I+ubO|XlnGzY13f=vobY4=}m)CFoJPY~e@8f5g`P%sg#!;X?)!?5*n_WJQe;b%X~}F5h|C;4KQhS0r3T7*yXs z+ZV6l|0&2~`^`5|}c8tnTR zO3GM4syf)>sPzUi9;nKtu)dg*Dd|T7(v`s(woARQEgPjlOGDPHyWr*tf~ zGPQql*hI=9y^UJbBkcWgxN4~swi2$PhuTEzM!X+o|NV_Lt*wDLzH5aZcBUX4281|K zu7Uf7odfodQ9&Apt%=?49?6K=2y$56Xw70HYa47_3@D>$XJ%f7ts50>59q3em+VwU z9VxqpXKOX(6?%a3#5r`|P1VI4Ze zx~OXnJ((p~lt+3FW1(giW?ygQ^sBW`QZufM`lbs3wXoGWg{yT{#N^QPpm0WKJC<57 zwN}%$H;M3Zu)s5|D?RiuCzvRtpT*T+njpWDd25xAmYGiiGKVsjSeUyij9So8(Ub8W zCzGhQb+e_fb4#9aZ^D3ru?B4`9aMp4pVO2Qe5l4ev63=+cAJq#&YTbI)f(<(A z2_=K98GJ>5zKai#t*`itpAKaUxKOSp;IUGn;Y}2+Xq-kP&?x=9%Q-@-OFooG@;ohs zQIUSvyNz}KcB7nE?dpOe>M8mGA8)`@EF7qzgh$a9Z>0R(R0a3kMqi%Dgk2I=fY)AK#a{Cwz}c zG}lBF&bwPh(QbZKRrBUdpPv6tkyHG{uWJ)kl+ z^R8iL9!iaZ%1TX3VWij8_hAJuSTKol$+!9oXx(ZMG&7L8-zlU#i&?~99jaVZDlZZT z?xVIxXTh}h5v6)}b^Xb>ZbA;D{owpY&tJg91cB|yTQ_z=QyU4_>D#2%CJx`J(YS^w zjUHQPVV~Q0z%Qcr5l6Bq>Ivu}R&|TcsBD0!W&auR63Gaqu3OE})8_cGF{9u z(so9K9g8rQpflW3yRsh(6JIj`)t5`kcKm`?L@;Z)U|G%BGIpvmuIbORxiJZ!Wa#(y z`*s6<$#AZ?4*og>+6xoaNqT1NzcV*S2O7Ti6)f8STJ5s5lSEd`x|?zyfZNPbO7WSm zpPk}h0HC>^H={YVXIAEdu^_~1CP$f`+SW#IV-;^g4;vqT(-^wR(JzbUTUq>fk$h{l=2b{FbRto6VrZQIG>KuUJnOV z@zwfdIa*1-eLfIatPyT~{mesY88mD;3k3In-PoDAsoD|njitu%jrC@ zPe(T4WzN?^vkEO?P#n71GhR(EKL2R)Qs*!>A_mr-!`k9*B(+7^o5bbYGTFC2loa?p zi<&Uuqd^f~vhm>(5RgPd5w!m}ZJzHuJ|=p^%d$N=onVCycLp5zZpj*~F9H`!k6s_o zawEIP%u~J=hWOFvz+veruor%#brvCBIOdEy5;5S5`TAd2$(@xhW(9Pj>9dXe)BMWQ zDw&nl<-mH`L$#Lk}co=lNKE+;Mzui`+$>6!^Z$^@l#?cqHX^k>M+Ed z*$uVrs-qa6@f6DElNwc$g4A&wv6`84?{H7!MuS2$vj=bGQ2blK)pK?!&EKr48*H_f zd7c=NZASpzU&Xx_{OwGuwdm?LcSN^e6(Aj3VcNSpN{JN&W~PSV{HH-JjQ(zyil{dv z=gD_v?p-!s9`5YhU{tzA9Hh(krRqo_U(zzBBURXAmBWL0K8+*D(~xqDW@@5xS^`O|>u zglMnURb=-epHDE@USwKYQEIUWwwC zRb`%A1JJv)tbd`UD;cet-V`kds6<9E5VS#KDBk#MGY^F!bVxZ$DehqzO zQDNobKJOm0Egw14$4I%&uGeu9jHe`sRr;|4yYY-xp1Na*R*{k!?3%*j zl%)lkRT&tn$|dpq)H|QFKl*wC-oEi^I8r`#HWw%L3%pm9FgfK<3YnBfi3mpfyb~8s z*CBt^uVXf0IlGkf0I5w5w%<5JUsY`KF%w~Zr-WRMMbG-m*!V3njhBIXSBZH?wn#uZ zKJa+4+*Y$mSsq&y@-$$i{@p>bU1r1h3V6G=s_u$3@u9HVFZ&^!Rbs()U+3Yw-3G1| z6Xs5#XoQi~WOX*&Ct5jvANe+fH@`9|o5rOirt%&L=vheq=WuumlyJl;*O>Wnt-F!Q zNV~%gM3dP~TdzMRap6Ee~Y6VEZ_ zPl(G{Gh+Rw1#S}Cq0M}d0{VvQ?F*d(mVqeUHMQw$7kq{*varZM7FxI!dZ<{=dbR3H`#+DJo^>)8NxMG7X7^(*! z@G<)gndcS3ss$r8krlCGWiab_AO={oK*)d%n*#8XEn(~#j&?}qM$?i@kU=l;x!n+e zMECO(((ujY{7b?=BQaz>~C_*@K}bcDMy51Aj#@wka~D|Ps!y@JO!)pO19h(kGCx2?+kiPQrw z4%orra^xi8GoM}Z+4v4{Jd*_4nsH{112VZA3|98(&)fxu;4B&w{`s9gp~?WAD$4~X z)KZgH(-vrt_RG@9k zXXUfD*Z>DY%HHy72hte_e=TM#Wh>HqMQB6oWPCtx>AY%hp+i4lW$`o|X6wxa4Q@AQtU(4Rk4ki-Z z0u&^)?KPjAMi}c|Dpl;cc+->YYc#O?Ve@On-K)qZiO&^<=>g-!r717+x=3PUq3S^D z!I%HNse;HO{l>QWpdw8@eyQou8J;3AM@Ob=>=iiSD08pqL%PjjGb~}zoU(GxdqjLGdyAwSdf|`NW z;#8q>Xqsjm>qJu6@C5;TDKA0i_RIo_M%r8Ekpwc3&xg({w;e|vz74jmIf@fT zn{N)CwYiTp4u9F3LYB=L+dYO*ZgxHM7Z<#rCje(V}?r^8o8{UfIe zxKdM?beKmmfyHq!%eO(ORYdrk+MKXcBF*J`I^D}EJ7y~P8_g!JG(2vfzSY8gAL7ku%9xa5QqLYw0$?}x zYX)Hr>Bt5$KiMFC#$oase$k*i@%~HYC)|OWID!MQh!L}!eVDZ01cQSRo%2bm(%d2g zySp!vmk9kWfKTS*NfKNe)v~(y9shN)Z3B6#>mL)GEKSOpg`;mhC4a9XR#Ayim4!Oz zTyU1_Y)cUdDrp{imq?i2qkH367YNvW^ppJOPp^f)-}7Eri<2&a4sxHYwPDR9H>9h2 zS7=o2JI!0`*>KP+xqo(XMC#W<3)=4^BMAXfr~p9Lsn|I?60x4JwA^@J$0o%nfKJ;9 z?Lxt?y?EnCMI8Q6leqyf&2mibp;n%Vk-&{1&p5kd3E@l}*nHZzRPVAM5)~P|5Y;%Y zwrjojRn9hEuuy(9rr}U*_E2Ms7}MsuB9bI+o(;~TL!(cK5eptyibKrJAss6{f;@5o zc3U^MSBju32E-e*Az8S(F>7c)?GE4gt!F(OIQ2W1w`TlTw!R_5C)wNOil)mJ$;aeY zrqk1Qny?IkjqeQCq)E^o!iQ0iAx=DKyup~eXg){H)@0z>J*-A=<<48OU*`KFD$zF>JZH^e~l%!VJOaU8|U({~a7RM-~zWMe}|Mj6ml`#O-if zJ8RTZQ-A*7(pgEM8i6#L58a>|?kYFmvba+Hp?qxIsz_?Z zmi~L?SmJ}~(}=8IUJO^!<&=rd0O9TTaP3(v=viqM^CDn^{1C94@Rg|;Q$ztvPn)ZZ z2vtn)qrPW&ZT?=ZdCsh==1)^Z4*L%UcK`bLtVq$?@GUXf&W3h=5ol$%u{=yzQcgwN zUW1jq-Z#cnar#x{l)h*55_Tl7xRhq=PCG9nHxfzzI{t_gk>W;ut+*Rcpv_iedniRT zb=kmM)*F#m8ZhM9=4mh+i})5O=(Zl!o8M3ozf3wi0f3mW3( z;U|a1K>vWGoUKOr!maE{YN?1l1Q(nj&tTfs{@gxErcW-+>n9Zr@wslKnZ2p7(jkdi z1xXo+J@X>(6!9GX!V(zvpE^TOh8&Z%`etMFj_2v;La=HIZ`vKs7^V@Fi^Uz^x@{DF z9WXm|p-2SE1rB%X4CiQ#Gi#ylUGd|W6@T%|;cFw9JgVajbX+HHuzMINcm-B+TuX(c zRYzhc9a$|7c_n(HnJ4c`J3}3IDlRCWQmRyG24Kl6s_#&g5NY-{*ldTtmdZs#M-6y) zM`h<5Y$nRSo=?f&X;r{?M zK+C_w7KE-V<9~1;DmbFQ*eZATeUo1XLXz3tJlW$pW5_BUlIz)e%{qk9f}SQ96xMEMB7qyLlV<`3PXkEuFIkF5&BTY z7M&bo<3ChTUW{6j#;R{UZX6!@RV9m!Sms6~z@v_841eJKnP0<4vPm`aCI!98Bzv#| z05>2!H|e<}%e`v7yFeTmKWY0+gGel%g37h{WR*C#{v|Ic9e6x^OlhGqyR7SYr^xg^ zmc=V7Z_}Jdz@MG`_E3R zL^*IPY(l$?OjQ(UFg@B`qt*&z!Sf!G@pOQ!H)LN zws_4BVZ@UAD9L%M%l8_4235Rk?_CyO?x@qZ41gL`8WydH-pR*kg(-pB(pv{+^l19^ z*>a5SrzG5;0!D4}C0NYT6tS61CqfS+j;_Hd2ea5I=5;!9v4rlueT1tFU!5mt7y3h? zwnfc7u0>fT&la~Z+uPkp3;2^(c(M3kp;qWneOTmI-U~@~u&z;j-{YvWf@*w!p6NIl ztLZ?BlvA47`N<=W(P`?(ot9)3H8?tKqYpLY{ToMF@~a#+R3}`)Ov!-OREG3I7Z`As zWKZE$`TR{Km;V-qYq+X=6&xoOmO>5&*ImdP!8xN2!nqG<<0Q>K*KF9{$>Wh+*ZEFh z)+%;0nt=k%G<^%a{L8@>_}E^~k!Zico=B1f*y2MM^2A$^AHhsXPI%S#uWyWRL47R1 zgR*duM}#HZL2=elS`>=-36~8b4scn08C9E8QH>9UWTIj24o-M#qk1d~p z@-wCE?T$RHvSztPOCKk5bnrqh8%szO%lIsP8orqK6zTr=DaeC`mPWm`JETXlpt=ZP zZiM>vC=FK#Xa4P-*Sl*$`G<2y{>)F%{>b@P{Kv5*cN+~?%q_4-a!mOXAChw#5uWeiIB@GqpS2;l6sqC8ln)`(4 zczBb}3rPSuvvr;bo5AY_IY8640hTEejiktC;3mWI{F*e8^<+J{rLBX{kfMfqmWCfq=w^;$se;#Fk|6>w$Zt2SIEvx`k*_%6?R!4AR?6 zsAKynX0h-G#BidxRM_++i+B6Vyi?mEPS{1s@ZlJN#Y4DdCrIPibkm~m(ei9JFsK2I zCRaG-IRl6WUyVwqw%{vyNlNfLWYmWaA2pX%tu(<9W*sy|`A_x}o6x3X+rOJe%My4z zs2lkrV=vs}YnGqn#$F$GrE$1Y$zzN4rq#WUI;7UE$iVBp2Fsvh&Z3sHUK+*vMMKwf z5C#KOb9g$~O&2JCp+HrTQ={+7(bYR;USewSc3A|H^rbsFaA**&nN|%}c^B!pWx;m0 z{L+{Fg_+qbm7u`*DA}QvA%Z0FQy?+R3;mQ4a_fh=b&s}33Q+Xssix2f7$sGy7d|x? za?9#CBM{9LV70s)AIRPh)W!j<`Fk@l(kwYGl(y# z7&+>@SBudjEm=)^cAoB4;kV{FJR98H6Uoos^M)aak*BmRZ0KN>5O(V?!CST0yHI^E zs!Q*$uapaCWB7{bkFuP~B*JfV;IxE>oc?L>|zqK3lmB%9ITYk#xzXz37ySzge1fB~e7>z1^*(SB8M&GrPcO8|X7PhPL~v z)zNZlU;%8`Hjm;Z_m@>PE;%?4N(n<;Iw4r@vur6J<@LH~PX(S@afAy?N$RQ9jWjDpW64mloY%OqW;-|p9SaY0j5f*0z?4ySE9CX^PA-#Vj zIrDE^ltZd@c%>u1?5MCGxl>MrQH>l4L!WWtT7SqWZ`j2v5jaj3dnVd}q)A`MiqMO% z_8gZwt71!XFmzjFloj;eRc^XL;hw%@q<+^OHCVLu`0kgU&gq+Y`*$SCUHU#2TMkk# zol}l{$L>6a5~*SqFmo27MfoB8Ftv7d4@XyB$@{d^;M62`z9H7rrzQ509jwfUJEs-< zX=SwCvI}6jnX4O(HkqhM9~ywi(2dnY1hq{^pEX2AEU^`o+6~E z%qJ%u%$JBnt;hstkF)l*$|-=$$2iIY@4Bzx;p=7Pwj#PBlxF)ON;uKkCVPpV z9lZJtd~ydbN>DRQ7q6wh0Ql-EVg)M(aofpS0GrPIbdtKlZ>NT$Kb4Cw+|e&az`aZ& zQq*Pxxw`Y1x*_XYUkzgOVaV}wS>I0TJLCH3J{Q|X)`#=vchs88+Lw_A8$mH53_|9L zEfu|4$aBf&=rNb)|8B#vA2RIkT<>9fd*;8PLt~?ucB(jBjib{MJOBT+aSqM3 z016V0ZQJ&ZZQHhO+qP|=*tYHD-q^N1Z!vE%Rr3pa*=|fD25radC>~rwT+4JpH)=T=R>1X zmC>|SN4^?)>3wg5P0)Toqz3-s5y~XVq6JGk)qF}f6xSCB3d zP>1@U^dP zk*Ludcpaw$YOMl^(xz@2C+dft!Ihr{a>)8;W^lCOYG@_^G*g$dM+uBi9VZ+8dBgE+ zCin}W+LY@^HzIO3mN6%EpnwDN;n}edWJzJ=aM|}}If}{!Lm2ud(mya*w5X%Zfj9VY zu$U>f#%;ee&6ycfF1Q+ZHWvhZpZbf!;OFKG<`6yGt0=F5yjg6gUZgdEhr@(UHF7r! zlz?p%Z_)~9_*s}>2tlgUTm0#3mE4}Y!7oTnir#R0iae6DG+YO|rp_Yg&0i3zBXzJh z*sfac7~ICvoNFxdcD#Xa$gUZwVUH8|ir>E{#cZSB z`3^0{@G1|xEzQjN<%7Pwl7aNbO^`VGhcz6J=^_&sYi6I?1H@9BAU?QBY27q_E>5sA z8Q?^JO<;TKFJQOQbP)~i{`V%_Ib9gP2+&}h=V;QxKH6{}Fq^4FG>vO1dM`qNHynH_ zCoE*6wd7i0Yy( zzB6}KT17++%R-ZI`kO5ut^$wO8q)*CG>2E^j`sdGUR`7SWNLcmV+!AN2 z6M*r`XD(PaQGEWloN*hlUE{RpygwmP>WiN~R)^%yS7$7h-5*d}lC z*7p0^lhNB)qYNrLh-=~#Q`J?u;QOhYE$tNgN&k^oPE*x`n#0u-ON^+3iXfTnngx1x zPv~r}wBh!iY$k0X6&D@%>;D3zx+{K#?jINB4ng^_-S{PLX2MeR9dnQJ;FKReiq;@x zMNAI<3@)Lh$d#4`tHfUij86U?504YhUMt?VR{)wtTURcki2CnucF7?d92H)p4plR817>5n$xLd{088CR{|g23tt4*-@_xgHf+!}Qd_6sjlL;wylgef@ePHU-{L3@~C}W`)M^s0s>hfB(*Ob3C!g<_PunT^r@Pr_; zQ;Qfv!F?S1tdg=`1|dQE$0InBmqRjx)$>J2e_)wz7Npup5)zLsy(}76x0CR+%hNvfi{wkn zj3V|i0{^u#-^}c%4UTG+Gv}Y_QOakU0F}(0rSg^igEv&0zn@oP` zsn%eImBsIC8XZac)lIK`EGYGa(rr8oA-{B6sBfa+VC{Ye7pSpmh4RvgWiDhLnrI7h zsbbxJcFHgfdh^EsrgWWoTAMhUO!K@I{86i2-sJ(67m3(tuiRq0Lrd#lKEpnHDU4qc zTBM!Hu6Gox=+%ShpqkpW@dy#k7zbd25C!4JrnuMx1Q7p3V_?%bMebS`@FAe$GbOoK`{M%b+P;9swwRE^#7W#lJQ=;1rike0Fta-3WDl+Cv)2&9w z1&G29S2_j)AvOX9tD+$7PIHlU@>8JXQR0W0$LfSPRNEuV{?H9z2nG@sg)pQfciJC3 z%I*{*J>_=7aXK7>0<){pJ8zfGmrrH>8PQOyJvus0=9;TI7k}}Eb`>09lE~trt@}B0 zrel&J#{okb#e38$t(dG>i2pnP*6Hk}+GPZ07^d?-hG#+}q%@Hf_Q|CGu zN1F0-U~N$S9oBOBrTHo{i!pImtl@pdj8a6Blz^^gQLz7l!lL)vYW0v#pERX6@Gnsn z8fAe2=nPD56Y81PR9&oo10>B170Fj>K=yzXcW|paN6}CmNv1|(^pCPtlNeKQtDzpW z^ZO6tNy*?(cVY%v?<%95Oy0cIkLyGWoqZ+xzTyrf*AuEFv6HedKA&s%3rqgod@tz8 zGDea4?l5BJTDK>_v#DOj_O#KcO1mb-r@6%t5Ay93G+Gc`3of;w}A>QZzQ zE0AV)BFX12btL|y;KltKd_~@fv%{y&^ESy-Y(w0r&MKLCOu|}cScbST>XU0X5p;Ie_itS;JI=pb@pM~eZdYJ zXj+zEqyZ>FRIr0rh2kT%D8pzLVu*-|=|ke=G%Sx$D#ebp6{>WC9)xIao!A3=sd5O^ z(jq(s5ef}s;3e~_i5cl|C>i6)24tN;_}W5|tFRNwJ{{k1SoiHMW3TxQ;0gpnk3ogwPbZN1fRvtroyTppR< z_&ju7|EWZ&*Kt|iE97UD#&UjcHdJBEGz`N*kd0eS&3u5Y^d1&j#x!Zpi+gBmG5>*k zvNm&uu&71hHxh;)EGU^;LMf@}wuaqMogWf$9D$9ykniIyp&zo;R**>rOedT8f&k9y zC$i<`L>}7@)Apf7{^_epoCOlMSPQ?i@^B%c`P@K1qc8m%UlrDeMc8%b-%TR#n6U%i zBZEI?*+|Vk>Wy*PrDiZCPEmYV3QaCfkv!Y`B4OW<4)uvG#7ZLk7fzjF*H;9Y5i;NM zgOoh=<8B7GymmMC{HZ64x4L1((?=nP)cWJC|1Hv0u@W;K(b#=;32OpxNq~K#3WCVG zbfhk)7Vz+#t8Y#D@&P7UEuqd8(YrF6esfWIpH9O;wN6N8F=_fad5)|su@*F|ksc(- z-r*+(#V{s0=XU(<6pPQ9kGS<9FMlxPeSZR5F|48Wb{|^tE65Q!$hM5BK6JUnUmc9` zsoHN?Nq~04%mk|<5HrIHX%SSQggn8iqU*~Uejr5o$s*orH9^*2aMH_@3;0V|nU|^4 zyQ>b>qr?|?gd(xIzvX@W)1ab>^tNlhJ!(UPKJy&Z${$qG^|h@=1;}o zR3zf!r=&k_qc6@i>B$}8CV!shrHK!xs2l9IvObr=faGFpsk{FcEuvGg`wuX2)}6cN zv1}mn;}tA(Jw%Sk#9hwE`ej6NvP)EHD!W~s^m4b3WZyQ!|1fY7PnkF7=wQeI3uN5Z z*3fc05IVvdICPYmm9W4OyVU4{($;I3sPElVY(eFBT9VZHD%47&QqX6dUK(7qv;U5) z&JZJ#7pB5YacQ``!2|UGc=}s7c+=uOR@XN!xcVoGX{&CbI@?R<*5UXc^lRES?P zkE>cORXfWs$H`-PZmlpOn;{tity)P)J&z!-mxIto7d#?+yOF^7bb9}Q5Q#xu)2|%5 zZdgu;jlB;q+qi8l8^xZ9#b>wxb8us|AWx~ zGK`aU%FKL1Gs9~R-*s;))AnKOqt~Jp=Z<6! zJ%f`Kgz{GV&U^6eboe+qhCu-bH}nW1KArQ=UvKayUTQAHb3zmUR3-{ZM12Pi>_iR& zHLtfT$sA;lSs58*B(^nSm3L6Kd>V$}XEf`%Ftgq6yitrsTOk=P75!n~-U|uAQLK}R zA^_nc=Zt8dISG~K92sGMJHDbW|B=`dAlQE_bNIT`?JviYIMBhS)&H0vWbCu?$$UZ^ zcrh87HlQdv4p)nitW5FJq|y~%Alrn|Imn5RDy6`pYjo>y72?&l&}`|(P{y^%w{tmE zIJ$jQi;&2W|bkaLoc;ru+rYPrwI*K9MBMOM=u%ta}}FN&4w9@lz_F# zKVubb?J6>)OO5-wl}+vfwG{O1PP3zEOJC|7URnHy7I{aK>vzr)TshdU@Q(yYFFY|y zcdSRdSTFZ0tTiXL+j${IayjVl{|+c5V??ZN9cVm@%mFJ_XCyYX?Rj=H{5^7+3>ZCbo|)g=@JKRgt>RUH7rjy9H7kupp~LPh+r4O zxb~Md(Lk1eI`i{+bd~A5BOcH1^>{>wM8^ere>d+gpi+%;PMvLDDFWBiJ9QW z6rW^-K*o>eW5;WWtR$Az$O;C=6h;5)HEuIhg14-oc*4OfNyosP5>~su#x+J+ck0Rc+{;geq%tV ztGD<3+Mqoad>{#Fd@Jm7{7F&C$ui>_JA3&0WVcF_qSN_0R&T;zTn&6t?uCPEK}LMi zL$44oF*ozaVWry<7IKUIS?^-AnE_E%tik3z3*gc&FJocPvs;jL`WG1 zOP-s4erC;xM!f`29p($1s`9EN&o0?@!}5g2?YQ=_{~-t4czvk>$J@V-q;HnTG|idO z@%#dO%?ZCDGOn+AKCz7TJShlF<1>yyFj{PaQ?O(N^Yz#e*R52}8gHbNtPLkByOE-8 z-GzCUz?f=)#U2_xJ$Mn>J=3T1423m7E~4s1ut}CnmF(;of)~gq6Je!5hbYTGX&&{k^)+jXmA80TEN5Z=TvKm zN?X(xjOaV_#i9>K?W8;x{Vy%2Q<|Fub>GRIK&{cZi+Vo?tv3qmxc5M7DEr z9@w`MDTPc0k3mf?Hj>a-+j*ThmkDIhVb5=jM=%7mEfPZNu>x$nL7CV7I%3WMpEHgr z9a&%wGIrx;X&9D4I%4AH`me|e<3G`Dm@I9T%rC+lILTW8=m5`o%U12tu2~m-wKTA3 zvQ;@S*C%!eYGw8MCAwTvq&pjr)+`QQ@#AE?#(R^tyxl+nG~uN#T$T23 zz(Fv!jzB1oL#ndyb-AvHEJ7;H1s}V`-wu+Hn>bXu4V@D25Jq>U<4pqb9lwuv&s zN3@i1TPNZ-(s{G2|4Gan_yX6I_4v-rVoBO*7qvBj8;U;vt9Gb&K`dktqKgyd7!o8n z?nqxhgE<_l-*iXjhOXhkj)P(U8Ldb> z7*dP&OA!yAYYek90EQ`#D_~{I@}igq(qZ&{qVx~tNT?YIP3iW*BGaERZLH$Ko+7k; zq2hZ=ol>tjx^1lp945(#OGq}hf9wEK1iqx}K~9C_y5CME38Pl9l2)8{PP;37bQS7E zkx1SC{`+{eE;NXDP>cP*A|c1u8j}Df^mhz&!1pQK-i9iphZfP8W|bDPZU7SKaSLt( zWd1~lnlh?E%7vOrPm{aIUdd-=&1+HlE4Mw){98A2+=ogxVnXUgni7s4vdbY85dVgT z;HWt=Rpi=Je@Cx7u|K8;g?X)u(GC6Vya>}@#NSD$9ij}TJcT^=N`^B}oGH=_$|Tls-{o(`ZdQh^6&jy9baZy!%L2wtw?y zu5!e%yYwl7Jf(|mzR_j?;tT}6Jagv~UbAnOXmh+D)8v3)qg1?qJ(D7C6AF$SC`!^j zkbq-vwQH9?Er25G)*zU5r(M4o#JCVp12a|*K1Lu#^e4BIH4&$H17<^tLqjZ~J=T8O z)UY_H5>b(yv~$8Ubu4Q0FfT;t-a-4HAz=sYzyXTA;PeT3SkOx#g@QWu zL86g}-fDkj4`bJ98s*(MkOA+~6_x+?c?-F&>3fBEX@6xel>Dk;S}=tSc;52?PqBYn zzmVC7fR>XdsehhiA?lh~|E_mgXH~Tr$ym%3Gx9V2J^DEq-qWS8l>BKiJczbVe?_flDxlO+DU=|S0Zj%% zWc(w!bP`HYCELL5!$sHkzjp=Gb+)*zKoeYBvjPKBl zAeFd#-xYAoc1L=Y0{!^mY?~86h1xme8tm5 zq}9PHUk|1u?}R}78>f!giVXC;b;vEWp4R0HYSj|y#&y_mDxa|Grnn^(=qt|ipf)J@tMRj5QauI0w zBSb$OhZ9&@rP$H6e|-?NIR<%{!z zM4VAH;Upiib9lEl*Hf;Tc%P19zk z0vT}@bcyYA+i(6B@}0%JK7is;e?CsTf-~Q!*$_u&kh!*Yl5R6H-lw|@0jXPd%qy<) z!+xz&llGrQ(p@lTE%2C`a;hSWg!IM88#~oe(hTSuS4@>qf79)rCVXu{+Q>`o81O*u z)&K>aeXOhiJugI9#M!bV1UqoErB+yj|Goi+E8KzIIR6vK@6cVhxX2kCHw`Q zLYH(v{eo;v61Y9Ei`G_G6(Y~8xhm4gn7fj})ey2LxWxwZw@LDJ?_%6lXd{rYenbuQ zeXxeL39@u}@of-X-Aw0tHvI7OPeGZkpriV85>*r043`J{qjRpZ?3{7LF88`uzs z$wC(HL^QR5pVH+wAX??w-)Jbpnt34Hwfu8t;5Sju8nUamz9@A_fClq%15C{l)eIHI z-2pL8W!G3R4=0-JWX;AMLj(JNl+pwdt_3!@@54PQ=`eS4RHTxPGwDF@ zo_igmfPvso6j(a-3@Uwp7$dRlXZe_2bK^)pV5|wzDVGD9978Jx zTbSRL!QKLJVfdkbna)yX;L@3)xI3YS-Q&%eS4ZbOZA%p;D5>S`FBhm|FyVV&N zVln|`$DTq0VLmQAZPL$LxP{A-Ne1-_0(5+8C9HrX2GS68W&`u>BcmQ04?d6Vb$p3s zedGi}m*>m(L2I1sF}P@E@CSABpEwL8sCIDTqv6Nfl{dLDrjVKZ77*R-C*8=M#%%K1 zck3#eYk!LF=59cRHv#_pQ<6eBCxi-(8#|sJ0&*Z(a~5iGTnF}(2f*Ptb*;FNsS=Q z{eHJXQ#^SMQ3F}}t^(CYJ2838+Q_?T5cT*lC$K{)xuDTZK@l~iRq&9pVR&Q*O~d%v z*?3K;Ax8~0jPxiU%H9SVYIoR&_nFSohA@3xXL68Om@2iC0w70DFKnC%^CDlv{E_u4xe!=@p|~83?gZ6$`P~+gp$^$xr)0 zt~s1%u21c_T=xJ5g!=uUz=?u$Y}5_1nLJh?$@U%j_815o*yu-CZB-78iG$_f+n{0BSxP|eKW2Kx9^BEJ<0b>tR3LL`cE z)Xn%RNl7zf>jY~(C%ulxr@f>#95oms;045^_`ck}&}@+Km?61!wcj(W6AG3HNMG%Q zKYDY_Jb!E6B`>VZ$|ZvLY)nxFlGk@vQP(o~{5WG##d#bkpjpuUfon}kFOyeG-(&Szt_+Llx!sWFsuAvQ=KtSQBpw8uKy2c4V}{+2#bGQir2274`UNL=+ftDEG}f_UN+AU ze`{Gg2v&%D?jSo(Waj4vIS948#ji~g2LWX*o0rn0`vXe;6JB>a#mSc=BG)G(B3u+V zF1zBkcj41NZU9{y`bj=W#P|L~y$PjiYs3>F3e^EpAa8_7`ZzLs<6wORXi?!YW}on^ z3B;GFV*;UoNBJ|$a$Wi@n*WIT$Tq^(o09P_=Iu~TR43)epBRP&dd>dk;z`R}ioDv^ z^Gjs-%cYo^^%e#)HLs;Sto5EN=nf~RM1Kh`@%$fkw}BsP?4JRO3`N$}I3d*5%;;0x z*d{A>`CyFI(rqnwImBx+I?b^j3K0n7r3(e=USoac@9Hx?FnlIdWDWocjgqg4%I2z4 znAj#^EbJaZ*3L-6o7r*9-qY0Py3g~3to z=FE>;n||wN(4THPB7l>dMpx7CsLItx6IY1>R$?3OmX^_4V=^N>E3yL$ zP!f6fq3j@ZXJ4u^G{FZ}%(>CX9I;j->o&zDIC3W6N8LF9&XZy{8O z1dN7Vw}Qnz2;yGSUnr=<4#DqC!)HNmo>*Gq&UcKH7j*$?#{Y?ZYWU@MzTUj18a_ zShBfKBPh*#+gz*YLgRueV2p`b;Z#wMUI!MVcOrX`GjXv2BFUz{eO>L*S-N_* z{>{s%4CWY*j?-y`h48Lyxk0- z9+_JeO%9W)LEzG7(9GrpWUAhedcEsdh?{{P3_kk|LfiyYj}s^1Acgdw@x?bzyeuBbu}`5>`IM4MKm*7SBmOz8E=3lCqRX*Hd3a96gGwecJHt7Qn@lS!G`Hk zBBnz=u)?5Jng|Jvqz&wELk=1z3-g2DL2zpu1a&C9s|NYa^W905bEtfoxnC7;g1Bl( zDjgyFd!H}GOb#m#EolF^QObb*OJD=y#q1^hc5Z_6R}w!>fd>-tDEL-<5=a}-t4;r2L1qlFH(vsYM`U%CLLQ&>}jcz^vb9@3ve!0*4oKp znGsn2pX~f*LXuuvAox(C-cy%dH5ZE#&AVrc0iK&YOE1eFX888m4!ytuQwJ^%GGYUj z&%1e_p)4+wHAA@ZoSNG8#zc4cCa+xoQBHZlenLqb9$ouNwsclB}>>XYUZ&@DpnLk>`p<3dy$8jlT!O6KS!HD*Z( zgE4CtKCTKOAOsSCS^<%x`tt>T_6kpehmSHd4V>fa3Y0J-6#OwHK}I!lu|o=e<(_xB zP`r?>3}!>3=m9sHCTmdkQ-RW^`FTOGR*faMx5hf@*8_(*?7`A~zm7yTLNoi7^R zziUU_P-(Y_n9A}8pJutlTxl`dRCd+8o{uSiq%a?!y^I8@i zMu`O70eHT}yNOqYmI?yYRtx@085o!#S4_i#8C;+HgA8)JuTqQl<%GE;*X&&;95RL1N^%GL^wx6F~gHH zF04Txh58Sr(asT=UiGnCF4G5lTSlHf%HqC2%zw{7gA{&r~naz1vqJ)%CkbS<;bmCTT8WeBgoNp9h z_?M{{E68DNt=prgh)`QtWVLoIx4oB2CPQor{1!ol-Ovis?G2NxR5Q_2tb;z$LyZO?tHR`M zWzVMv&L3MXcbAs$jx@5PZQuxod|%=JQMBIZ&ZZfvQ@iqp%9jXEhULKNF>Ue zS-&<~DQu(=7Dqjy_eTj1-hOY&Q|Mkv#++VF(;k^>9KWkLT?iD@ocdI*(NyuE1`jVw za#0|9AF7-S`CO@!n{!U!1=R}0Ih^P_Ub?UO&X6yCDR+>&v0+F-um1<(X(Gl*GHDcx z@L4q$yxd|ks8V@Z&QNDgAxUx9L{%HyP{wJgZmkl73U;@5qqv1L4hh1t*#_`1oARAe zOYc*(cx4ZT%mOH zB@|7tuG?Pb#~O0F+7Oyt&Dv{MYEozfmr`Ewritxk^swU4!r9|O9A}ftGoaK<7prYm zsz(nQrBLt8p<$l*Uke>B} z_ibO7olb)8d&3)SBQ>2vQg+p)72NdK^7@Rc1X(M*NZF$U}I6 zRO`)Zqyw7rY6XwWLM0W(d`AU^m9l4|83kLZwZjo#|4LW&ay}C2@1;zD>xo@z%~r;_ zzI}v6Ngguq)~+K3`VbxjxW;LG}AA zp(RR;Zi?IJhk}s?M1phH(Xwmf+HC`wxJg0w9otC@YLD2V8^VPS^wOQSJPi(Tlr~vg zFESp5E#PLsg;j6<3(skDUG^@z&xpy)_~6Eb;pXrWV?rjp3!528qHHZs<$=D=KIg|j z{nGl5-or$1PM1m$BsSuRmTTBQj~gk*%2F|h;=Rz~H;}(IYln-E8pPA8xMEH)$15}Q zsj^n!@73jPKHJ%MtV95jcAt>u&TBt8WSS+&-xCUMjQgu~o?Fb`g76PJN>_H>GnE@A zUSNlS&_Z@rE9-J8Ae6$Bl+-dW?Z35SACuV7oo5krjF7a#Z{M`{y|>VN7E{{~F(hM+ zX>`nmy6BKi4i##hD&09a+78e(%0}*zUbm_Y`rF^pM8VjmiWr5 zD15=~&&;J#Y|r1u2dX3^CVvz>sU{t${q&7~IdtC&(P_+_=!Ti8T#cj&%+g|?mK z9f%Uw3_dck|=Sz}-k zu@RKxH-Yut61x}w$QXlLYhU30{!%Z0j3P5scye57IIC^Fv1Q*tkkVINDn)VP2K^JR zQ@~4Rg8#ExxWEFth+}5;BT8A(cPoRxG>e%rwd!`7f0$vPM!p@Wl@Otu>&ehex8h(z z)yCrv3G;kBVd=&T1^k%)qbHRT0qd4=#B_5nR6*j(4LiDZ491R99?@-IeH})KHv$$k zEQOU}8^}E;1wml&Tk0%QSk_K!{Bm1NI1cifjZa^|G`Mm<8Wp=*dO?jlhoUa0SBR+y z<8)RGtT`Pc!1i`E@QDRdVvt*+%Jz3D`|uL=zCl;EXY(}`avydr&-5y&_6L(H2Nr#p zm!Dbugz$J?P8f@blP(L>K}+=3pJbIDPXI>=-6slXRsQpI{WlZNIr%!2<$$P<5V%kY zV61!^jSSx>^}%{lorz@oyE+Yv3RP#T=lZGSQFCEW^F@;Iln*5QrfWk-Rx3qa8jQ0` zXJ}4aV~F@m_d^*7D@NOr5PDaby+qS+wU)4;_#krV$v2OMc z*tPb;BakQ|#t4K8qM7M_%S+gIo~L>$?Tu5H^Q%3`Cxo=?jVqVEe}CqBlf&aw1>oP+oJnO$bQAN@~(P9I+iqM1%~z9 zqkP{Rc}|ay`&gO6$)d59VjHr)~MG{_rbm%Uf=d7mcmLj=(qt;9q4zd@DO2|I#!x@49djG7g?x)%{v2=p7Elapa`AyN~vm) zkjn|wZwtbqgOH0F`ma*EofpK4sh1&REq=T;L9dO;&kNz5ztl?rGVz!5hQbmdk96wb zZ;MpvzVIvD@xz5i*sjp9L$|lIXbL3l&UTXx3Tv~Iu6!eGr3Fu~J^c=c+H0YMWr_R7 zC(_QZ$>|qc`E6)-exC9f1nxhm$Y*hKU(v5K`=iv0AB74YWm_c6zKp~OU>OZd6;L3r z-jq%b-T~Tq3GG53gLYkJ1G?H${0Ex35PlHca|}fETb-8@FCHsZ2CCWUV-`~W%l5CH z4C^>e2UOxe5j*o0@*c7H4T}VKI|Fnf#t}9HF}T3fr7@tBD1$1>`SV78tgNDK35HII zBV0tt1!Oh)1UifGZW4Ipr&M)==`5xfP*=vs+HPW*aj^ zK0L(rTtafY^`aBNRli`Ui4s^Bwhk_S?dKu8u$ro8|pNItv5DJn<1`$RvGy8bIu|3%H__-|@969?=6qh_B1EQvcNK{cGUBhPmDAf2Z5g{J^eH_aC4w>@VOD*Z~23jjzM! z^nS)y`qAZgW6*0hZQ7t#U10?GTOwKIEMy8-#vcXYnb6Y=f*ju;(AoJ1K zT3*HK?e85N3>6S0I)`I{(Bxc=!V2=|0g{U+6PQDL#DBl;8yt)g0FDP+2hHAzF#|%C z_vb+}sX9J`GJ#OQ`Th4zeQ3>QfjsoU% zXlUZ%?rvV^;0nyh!J*B-vHo2wKQ%uNzI(lE1M2bP06YX|W?TzSpBKU*+ybU#*3uyjvf@}o}_)#66Up=bT;3OmC^v|wO z;f1oWx3Pb}hGK$fYX^${C(-l-nB{(xAweOzy1IQU3xDsBpZp}hwYVUMy`-G2d46Db z{M^K1ZFIDId=;|)blE6FdSOyy#!vJxfdC(?HTUwL>waHmq| z*A^zYJKaZefDeJ+CqCr)3>n*A6b}zU>gwu%(znA@Hn(LK`=+mTn_&BMpCdH8UZ4+m zFUMYgCYxfqf;zfhekQWC*RnEx&N?$HNebJ$Qj(|@v@U--cPN8Ps{@bGYfkB6J-1oWw$cRwHlTcYZ5kbs=rz~4Q87H)T-0y0ny z%uHcC2_9bt0&msbEWMl|fnIt}-O2s|*gH@PU#<$}JM!fjL0#1py>J$>y=A*Vo&-=8 zKRJz^|-*I8&w{dDz;E?9r#v4ENnr#vqe}JZv zs{~3?{ao+#8(BtQeI7%uXl(*+yzViJzfV}!y5p`smW-cHjzMObogKd8u6&4PZ7&1p z=ztKedt`cF=sx4NUzUFqVGR}&ky6!?^S=DVj_KJQy_6xDsl8xE5b~e!&(r>=))$WNgv0liJ+phNmwXcpe&sB@ z+CSzDJ@SWVoasid@e?xpBflcP>J5Gp-0D^i?NoZQYkmGP+P2T=(cKQw_=f!31zZ2< z(g?QxGjNdI@DAy%ZvKGy+HJDYBi&iq@YS&7x3P1y@dcl;gZG_~^`_fBz`xreG}1HF z`N4(VvlG`W;5@rS^YByu!)5!E&$(@x*N`%>GqvZT|MkJTf4^ezon>PBAa;%gALlq!$16-%z74!qF>B`=k^gzL_6@V;3hAW$^G7C0kW z6v0V}=iQew;F(MdjYy-p_Ci0YlEQv6Iixw}>+tJVaWF*Onf2FV5Ytf_2vxg8Iijf( zY@_s=8Pf*pdIZq;CuU?>8P5C*lrW3@u; zIF@g{B!ppxor)Y0Mys@7QA)M!dUC?1QVbF40pbme(bA#WIQo$px=^8)Dlr9H0vl9JMaW?m9&`7oQ5Plxs9$zvgIyuJN|5wcKi-Zgr=+h;DT7 zgQI1b10=XW4)b)^2a&?Fv3_z4(DTq91y^d`8OlR2el{to#uQYXgEuhb)=Lv^>=rP# z)V?*xUZqT2S3+Z(-FnKrUnkfEbjKDux=hg{NdnU(Dp04zNbcMO>wcZzZ88e z&`IntAUJX&eG_C8Uh#6qi26D+!eKCB7^lM`qN4`ioLX$DMCT-agt{hH!F*D*0k|D6W9#^6A z@Nx}R`=IBgEV^8H7BS18Ufq%xf+5p5U6?FML-@iz+d~Descrr1<7O?tg2nw)PdKQ3 z3Cfp+fO?#gE}`xoE?$A$lNM9Do6o=j_66Dmv$*1xa|o;rvo)kw?yxA1X-RQ;nPoNm znJXrIwZPV6^DbaxrJU6nVoPOld?n~b;Eps%3oDhvjNni!d={jT$4>;Ahk8=2$*NSw z%2gex6qFx#^Ix?sOwrx&oxu_FnY1BKg_uvl&3|s~HP6eYxdfP})b2tB113QatEr*E zAYmsc2=$G4>Sr&#eBaMx;z}2GmpDDZ;8Q+ZP33WQe1K?t1o$!Apcuhf3%f(Kklm4q z9e8sNK;DcVpP-H>8R3tzT?bGkg+GOxVoVI9TMUz?eU0-fnF2UaN>jH$7$0w9=t2K7 z2S3))(h9c#w2WFF56Rou;4em{+)U)2|0;v*61BCoaX!UJErh@Q&PB8xT}iuNBp;@Q zB}0LTD}sU<^3Ac9ECcY-Vk8mLT9%qMMe*lE>cr?yC_GjX773>4@^1x63{fzChkr4W5OJ$DaJ7@?qQ$r%ne9N>6563%p#8 z1YZFbeA9k6mn<;(odHC>G)(SHhEwiqghdU-hB0q=Ph4#(rk;$VeprNHA9p}0BO|e2 zDo`Fa6|_PN9Ru#^VRk&;J5ns?{KDv=t0dDIHM@sd@at1q_g?P9gG!w1S-ta&IhkVg zhImt-Di}epM(`R-9k&W&W}?p#)aboUr+sj0Gz4$&( zcn$AE|E)@UjYsCy%AuvLbAZyBhWBScHu)!m0_?6jwHx4%jYn!2}~zEW!e%Xw#6TuNZb6u|KkIcxT95w2glzZ^pS! z{>}SK3y%eyYj}UV>f`%zLXgzs5Q9yl1;WNfMXOwHO}V6!B+0|}@r@uyf-)_Db6nWS zxjkHc5z${3JWBtqXQDt!g9c{NKVP(X)U(NfZ()V8%&O(=x!4+q>~?~oZzu=58mokc zr)1L3ldvLuY)U3_v=n9=Q`BG&Zhc$UYao6vW~n-Y92XLI(@QUz&GUug>Xh0AE)S2> zO53H`TE}9IEjhC^U2c9(QZtKz}V4dB>wc;d)dbAU+{}m)9$~fPBRlw7o ztDuZE_>7{*wB9j|(QG&;qIhtynFnDns9%yw3Ap{O@JMw!?7nGlmir{ubWUt{8|MGJ z=EXQ*XB2+XAx)()8{x@Kfhm)0{~W>&2^AyC%pGEO+ywHLuFh|zq{*|~?$%*l+`dbI zH7*#bV*K_iecBhC8ynK}qbu|4&Gf0Jytrio#tXWg>wlbKS3jH)HL5CTM-n2SPaTb`g(k9On z^c)Pfso4CWYmRgcy$D(WOWAK?3B+USNAFg#KgV;aifg1EV@m~jP16l}m4bGsSAPkb zevX)TX2SXzD~WJE3AYt?vL3=xY@k!1osA7~hi7mn7f1)ciSzc`wu|ebT|ndQw%h3{sdrWS{q!zLgZsh9Z(_u>L{~fRwDmG ztj%w1TTvJ5t>Gt*gv?C~4ev6-l6*RJge7Es6cLPVGZZvOX7Br*PHxb7gRfo_RwrhuR5 zAaN1PjG50TQ_G^pn)ryWcCca?k)_wRV(Ad@uCa&2LpA9uwz$25%66k%i@yb@SESW~ z@&GnDEvG9Gmf-Q?9byx(Wk3i2MLYO)m^P(9)XcUJzJx=Dmje8L8xabC+!warC0p8F zi<~i}H99U=frE`n-vz;6hn>R-=hs&z?L|Ez{jPstufA30m5!fBy;EW01l?3}nt zzt1bHI99(A1Y!L3_H>M2m-Trt_a4P?=tNyg3kQgDh0aZEOl7ggQB#A2PtI#_4w`Y1 za>(U#1C*+^QN}#J+anv2_T6b_F~tK8=(nhz@G-BPW{>y<8<(RPLwV_TY#?b5S1Saj_*R#U*cPDv3HWE)5HV` zQ!sN253YmQgy_NmsrP_|iugq5VjcCDx$G$4#o|6f>Km3QpJa?DO&1wK=Io;zspLeb zAGmh@i<+-nRFv-35|URFMoax;Z73{ZHXy+=QZ*)@9f5<=1|1__34w*%K4zkEwl@}E zwi-Vtc;=J<82D7V1c37ob2qAtSQe*O(9TrhK#8)6uc%qF!V1}lT^}^v4`1zc;n=R; ztjpe$Cn1lbN`Nx7UlS9>r6^A)D(fq3GBF~!32Bw(S`oUioB1~=%Onf^oggQrmYxV3 zTX|qP;WLSMXseY=^E9ri1NK!a;Gt}&)5+HyqH%lczUivzsInZ|t+tf1#B2Uc5QrLK zF0Omx)-}l4!x39um1Zc7Rc$`7U7WO&4dwFaaVbkLFe?-LXGlxz{dNKJm-x}(iFdthDg7C%|S3dH3!WB>+Z1hc7meMz0Y&|_Ch3{4I)*-NnY96$ z?wKD&-c;p@tD{Jkz)?DSVEHK>tQG6@>=7q+AwwIq&Rydng=v20Wcy4_$nn=`w^BouzJqHd4@tj%u2POKw%QJ8XZx#PqebLYVwm_@{01A zb|s(r)(bzr@$YbuU=yOJRhW@;PDFp_eYc4I&do9q{*d+Kkc0Ys-H2dN^EyvSI7LH& z{PTOe%`(2QFRCl`A+b#4N(IAcL2^8k=LCi0wMmMk%|5H>xSAIxs8+EsM*IY2260Kn zEj)uY(js`wH`Olg*9J3xtQw*abx`SbdBK@-vqT*3pesa<=K^p1#zVuDWH4Hdr7c9x z6B1C*+sg$0kbLT2&$$^0T~5mto%3_%Qc=hr8DX}(k`h?GJE?v1?k%#%N}VEI0+ldh zH#cS)M8%*tNFMXZPynZif#TMcm>DY+R87w#*sFOB(>E>;{#*t#z~b};i>`Nh$J$UZ%1qpS^`^DxLq0ua(RS33ud z?7I(_ZZ=r#3H%!@%}?K72n`Vs54@-z2dzo_0Pu+VhFCFQnRd$XySJK;Csp>e*SrF_ zwoj?WR|&e!;vAY=@AV)l4^PGqo^Mz_nmwKl{hu7}5O7|FabG_ESND?~3R{aVdbEK4 zOhAxAys1sDkp02nEX(B7mL|5PALj)3^8l% zDcvIl;#GVqUE=guU1{3%!*aGgclq|M-+i!?=pSpTi;qr-xMZ1M3s*>z2=f4a785Z} zG5SWScRwK&UyV<)uh%)>8|F#TLaNY2+CkHVQtR`C*uC3lcpiGzAtyW5Vy(7~5L*xo z0gITp*5p4Q-JyLVX0jK~?Fkh6rlY1%$_)#T?aK|ImV3QA?^f3V5+8YDb#JCOH?&!x z_2EbwD|qn=gPNO&!KCsWc<-|p(zjFv>agyQR1v{DaaV&I7&4LkT zu38Oe=N$|ovc9Kd1j|Y++rioN7eRoWu?&b|SBc5GH8C4zTj=SIL$^%l1tq!V*w@O; z^Hr5io`c)|eEIk`3+hv!VVE+n%uZTK;CxNW?r=tBlVy41w2N!(TwK-k=)0-~s0#?p zbX0+`a337graJ zofyv!Y8zOZ6pgZjAlT7kdy2XpvqwrqnR)#1V5Ncei7g|#^aiv1D_%!{W6;gD=+l^s za-PEOTqaP+dFicO#IrlQEpipB`5K>@ar5!Gny>IhI`5C}!P#<;S5Lm@<743pE|isv zBCK6uE$15~;Y-9{9=xKxz5PVaEsQ9Vy0i`ymLZLN%MPC;kO7^0w5KSU&8tB15P8UC z>ia)Pcz>}jd9tD8p>jhodrF;YR!h<<(-Z1BDyQ1 z<*4e43P9!-0*jHaE74djiPp`v;!yy={+a}eNNpL~M})%N`=jZP+$`E9VR0Jc0_=z2 ztVcS0Gy)Z9$Zndc5L^t_q57mfW1DFg6{u792gm#=UfqAx`xn&{RRoQ1B=@TN+O%`R zQ^->j1up4T*oUSkkRrrG+ZIQ zRB)*&E4Y&0_R2N}C3CZ}PpN!H1ospPjL(<^Fc%h;69PMe*gsoS-?txBQg|c;Vmb^T zcstM1j@ERnC@JMry@0vrHs$5rh4C+!?MpHxzCP^7OvW9MQD5J;n$Z2Ctl=_*K9%4~ zIhwS)u0#xSyF1JXG<(+skJ7F!z&35P`7KmE!~n)POt}-02#6 z8?b|S2597dKA2b#GT+rHTT?ZQ>xf|;$K_>Js`P5{4D;g_i~)iS$WofNnjyEo_y@mV z%4}X${$s0uEKgfnLBs@}`4x-EK6|wb4JDcv2OhtsMR$z*!ljK9O>n{9Y&dembknin zrr%)xrY_bipFY?5b%O8O(tV`Efm}OkaST;1?c^!9B?AWT@ppM#CJiIZV$gO`i1xPGHKC$%}tdvMcYT+TFE-@yXEw-7M1C)vl-g4b6&V)oe3 z+EKMADQ29X`q2i+ohs0KERQIA&n*+@Q2u7JFGpg(K#5yTfW*=jo3R5XKlq^gIMYtAk z(T#$h_11QgyW`^Yq{nWWmL(1B7~Z5fy5U`chq!%EACjk#5v0arg|d-TuQmlkL&869 zssV(%S&nUO^T+~G*E&`ImL>%H;>707=x=9-6pYN8aI4V~hKAxx+n@#n|75$mB<&n-DN{iCJb2)>j? zE>S!D$U?xRm;yL&9oX->uj%q*i66i|F!5;wqC3y=);c4A<QD6s&$n6{<`)I@058uob2B5rwH|clr5RJKzzE|XEJGf+tnNhEmo{F zz67P#cI)g3)e!pwc-6cp@@{K3W!o_T_;lCeJ~|v{;?o0TO>aC___M|7ib8AD@IR24})7aKU+xQ%*K1>HpuBP zVz{RBcr2Cgr5SZY-)xL?IbZpC3L0i#vFS3yc%z}c)4~AXhhpK2N2s{1NQyiqWh2b+ z51gzD`>@A>b{ZQz#OuunnNM{V^`XOL_qR3UsBf9zrCT?c4a`sBOiZ;svsyiEuK>^9 zmsBqjxs!eX0M-0f{kJXcg9YRdIzY*@5s}D7O3W<$>Dpq5g1XYBlAv;Wh2%k-!RQ(6 zbw|bo?D%(FV0W|B=jp#^ngotr<`P8OJqWz~BKo$0_QA*)me1Cin6@nI`KL&ZK8J2= zRD5tBHXV|^nk(W+Ehd$JU&vIJOsYOw&DsA=rxj{neC<-U;Wna$YeioD>;hMVb6Wj4<+l$Bt|_Ao7W z|LCF<=B>Toy4uRL^hrj#XdJDFd7bEGOcaSVVFi8jt3m81Y{#2<|7(tC^2e00?1o>?K9a)0`XAAUOdN43j>j*f8A5 zPs z_RbDZgAVJ}$ZXP*yYKDtY`qOJsCV|cZA=&E23VYkfEQW9v$yX38%HD26op-#7!(?F z%ZXOCNKviEbmAw$?86rIryEE5H7endK?jLZo6hOd0ujE+aQ~MLCd=$}RrNVxpnJ1; z$oUW}ft;xI2Wqb*Csd|TE>d>Z76=Wo0{^5Y8C90YCq{gMgomuZ+@1CHPiGKh5!LG* z(;x)33YF_a^g_fJt4^nJR+9_YLUkQcf(tNvIKG{dIn77ukrJJB-&pkiuV*ovG5=H4 z{2drgPUcCrjXcav!9pa0p|8tlqmm~i{Fg9#Ftkpt*>=kIH4{@^BGE>g!|f-+Ktvl1 z$e?P3Yc{Et9@|`8HHPKHlb|oqK66Ys)*RhCV(c?l+CZ>s{GM;_+0f*f z3F|3Kf~PyADS5P`nMt8sN3_4EXi(+ASgT5OxxV+RlElw<8n-`ah07mm3!>?rGldcA)pDQ7}QDp=?!A7k1+wFS-KiZUj?d$W8h``N-lU}axA;^rzfwf^X)8G`Kh zqmoItZwNhua^?nVzD{0hU=$CqfQq5yWpJeb5#JwCA1RwT29+I{IT#r%2oQRmY4RpG zOja!LyWwNgtUqIATV(JBv0V|nFvzAH*IlD^qZ&tbu{ya`fQK1$qMapeuV|O|OY}cy z3Y}4f75$rYn2Y?67EkE?gL)ok?*KEpz^YFK{_pB%hsCDewgsEWtHF>3oomu&6)CX~IEjsAOpwC9KU!8C3;3O_Su-&% z*0Gli>CIKWPK`q9X*NLMz@PbL5tn#K3O4)ZcGYLVb#xXXl2a}%Jne>&N+B)C$O`d3 z5pqP~8*I!Qve;s-CVducI@VVJJF`%{ooaSE)u|+UA?Mw`Hz}F;oMF|GL}Jwt7DvmG znke2CKGfvLR9h~^MELZZL;1lE;0PdXCH&X#Cf^LCbK z7F;f;@`N*x`Cbh+Q*!9zaZe7%d&$dAK!Ec z9_53p8O*mvF)KIu2?)B>wC88?_Nm-^zduEkvPcC^*9%31o}H#Wd<*rF#?JI1SGE%aeTB@X_3rdXE96E^cK)nj9)}lnB& ze2Q({71xQ(pDh#^G*4sp&Q#0|kEO_9KUik4QW?J+wBS>FvI)oYtZ+5go=eF#EgN0# z?>Q&MBw5VmbWu%g&VSI2T0x|>f_`a1q;E!R^#ERITZ2Z}z; z_8DX<@G?4ZKrD8;CtPWJpdD+=-kOv3Xr30L6qzKO|k=4i4WhXkWz zfJ-4(L7+4`S^JSZ^Px#8<7W6uNtLra7@pl~&D8`CA4v6>hf;Q;8;X_-&jgKyH{snD zE{f(=Yf3;^BUKv$Vg=(s)Q-WJ6)5^}u-qCF`=>q5#M?orxytX~s?Dt0*=I|?YpV&R z@7230EX)Xt{GYUOThYWAHZFMh&I;p(U~dmlNcfpYUPLpmdqDa849)xu;*iS#I(ou% zs<)MFXu!((#KKs)@{2+ZbNGhLQid8_;s0R-*Y`O zfagl#a?=r6&|&6Nim>2P2RRE?GgMNLWWTldTRkdF6|NeTi&_?5H5>TykI?WKs|7YhHYxh-%OJJ6%~7}| zT1Tc6UiHppN9lFSHqYska)q>!$#~GpNY{qmf|%64A6WY{Obp68A^Jwr3->7>{95GCY7~zt}{Zq zJ`no7CG$0ltdv=11kax4_Gj~Dm;}EF`}Rg#?iU)z%SDfghjv^qXTKche5HT}#TtQ@ z{jy9;AHOHQZa(q{cCj6*9JKKCh$V-Sg$U`Q?~QgcxcVXfYq9qf7EhVvyajU~*Q))gplL`>;0lsnz%{8q^cV}Y6ra-l1p7(drGfezUW@4nF)|VBK>I(c}*-JeH^cH=E zul$pR2fl~b@mf=vcoi1rB_c|w#OAe^%({Ysmla3&JO;C06=`Re$HKy4xrYfetbV+- zmYVmx5(M!5HPa(}@o@Z84{&rhq7>eaK8WPPsmgbxYV}__f1^;Vbb~GoKE$X~k>iX~ zDaZ^`Ex2>|SXHFCp@zCn;iVZZciOL#7ibBvtKZ+&`M zkI%DjfNus&{AW-+D_Kjdsefe%upkorK-e0dx7-ej)tv5d<+ zWnyg9QTsm;5^*{#o`IhJGnO>PoKl)HY1gSrzGxqdUrFOSy^vj}+d9t4XLE_cs+>>S z*i3LE-jqHc-J7C|pJ>c94Ir&|HyZwR@s<+46zCm{EBXS4cJj8 z-Eo*RlfNcxd~)9VTogc$@R8I3(8pafJt;Er#*Df{_=4GLMOuNuHX6A zV7B8Jvt0Ep&gC+R!V0DMisUu*tN5lSC{@(aI6ZxS3Vn^0-k>Z89CnYYjZ5&0;d3>Q>hG&}UWKetx029` z>3Ykk;j3+8)9x6d$_P)kNc6P}#158tF&Z?Heq-@}r|9a^E$|Dp8tr<&D4V^UU;w$M zGgYx7H?PKfrwD)O&~;>eZZi{uEvL>y>Qw#lR}-Su*gUbR-QhlIMWzS%-o3|MV|egb z^?-k-;d~y{TfWp!9L8wo%R5g|2T!3`6S_bX=gt9catICBAkgQY&QeZf)V?fYio|2+xf>Ih}Nykl74R= znyof=2P?`-9YfN?4NuZBDB%VxyhNT-(w6bTVtDdV9;==}D4P|{P&=+3c;~cqwu63j zy$L&G9x%D-Qsnu)T1TJM6fA^ca;Mbj@g<^?F1j+QmjYD85E|u>^Y6ZeR$uQqLW{M_ z)#qnzH!b>@Mc&K0a-BK1$v@QqWycp6hL^BLI`u{E48LLq)=mh|sjsA-RO)DID2kp#EE;*WHK9Biv7uh;WTIzg zFTAxt3eWK>q1ooU9GI*(d7ir!;7@$Jcx3)$E`KmFTSiE!U{eR>CupYSa~AgqAN`^= ztMoRW|H}3>O&sz(UN<~mHBpLPo?FPQf>kHY2T7>@PN2`N`l_xd#u&tdc^+*11{}gs zgOl8BPgO|XKNsmW9kg zg)M%B9xQ3W6WMql5xk;0>-5$9ld0q?KB@Jv5%Ej}D|TiBDgo07L{a-N)WsNC^jf4S zTc(_-UBh&^`cqhy@m!N{gQH%jHE+aRqFiqLL6P3tA^xYicR2r!G3sFE z6`=}sNJ^wCMbmL6Jw3=gyM~oXqMZT{c|Dfkv-mVx%;S#6?w;ERjk2#0#c(b2gv23r z7Q)aUO;sReP*3ussd!p5CgG8hIR~UqvU)>PRcd}pU}QR)el3pIg9Jijk{v8nP3X{e zt?oxLD>wr7?E-VdKyIPHK?r2Vm(khODRxeVOSnDe>Q+PJ@!{K3B9sQW< z(Y*+H%R7ekFM>+bO`C!{cf@gCnv>*Ul@8Lv;KAD{x_ohw6O z;($mL+1^!~Cs_$)0YvU~ZtBhOx2F3TJ>D+`f!|HjAsI0hSz3->fv4-0A{}ypZ&Hy7 zItVJK$f}oh2mS%SSomP5cD9V#4t_+8(%S?!WZ@C|}prVJX9i7ASr~x(OpC+ojySNLjl{L=;tgQ zMg`a4XUiRNvc#CdU&*8*ZdclpHVV&w_!8T!;@;vfz7Rv7gN%;{T=^bl9rhKVL={5G z@uSv5mIsjbBofg^VJ??+mYy7bwf}y*Ex!9(#bwTiRCl_Slupx*^Pq6joCbV$!z#>B zG&6}5_4`l}93ykzwCpWj17t$1cU{5&aw}fTo3Hw|KG7UMP4G(T^*ol)*+<9Wu`!D6 zuIerCJDC_Mr$XlN4P8J5{dgw|W?DhYciD7z_Nt=Q$pZn1f{?!QdR*1H%1TfmkNHphr|?Z2GobyMYplKdj5uMcMbzFMI>cT|Cedgr83})qX{A+6 z)wsRLee}$f6iYhzR%CcCXR&+F|C}DUfsBGK$S~#$MH15{mw{k2u;F6M_VsN4uz)Gi zuvBja-f;}=b_E24?`dbJv?ELqjlAiIGy_6`QL6YN4Pr0a$B$gd_Jejv_K6L{!?vVV z{}5`gJN7TB6tT!>3+0wb9}cuQ0 z{1>C#6K&9GUhDVEeFE2G)L^fv`&7MnA<1vVi;}GF5WL(Q#_U~j&(b&{94j5(deXmWbu=A9kM zE6vZ>kld@bjRkASNcaB3(YhKpi&!fx*Wikc2nD9^8ZF&_EhYMG&Z_67b(3_gaS5@8 zY4tZ~Mlju2j+7gS0dU{0C9r|zh^tiKo`WN)-jqHd8-3Vb*Q;a&mDRvKokz0?)028$ z3~rQKZM=z8uSrf)bJe2G(fdvv?7uNK7qVxImJ28}8nC7K+OesvpsgOg*V$S+(i#^c z8o%^(=s{YxxD1-S5uv+Q7Pv>Iup=v(B{b^V)Z|$PVte4>w510OM)jfsoTs=*sDCXH1JK6bh|r59 zjS(FI`r-F=zzy&p)+T{l_6RsxeGY3wsmC3>Es6ZLIJ6qH;?>t}Z3}<(_uE&_ab3_3 zHRAoROi&xf-yH^sM&v4<$OlJ~etRoT>9l6?qUqHLP*@!S&U!tly?r`e_64Mx&Ct>x z9Frjwm{(MY0a%q+hqd~Q4Ow_OzBs}ye{t$qOHw?f1Hod3k}QYS<=5MwGKD_Ip^6y= zrN=BlBw34nCEiIYLc5a&0>9Cx1})9YY&rO8{=rj-m|q9-q2*H>iFTlAeJz zE|mSOR}cARkUnQRzs$3V`&2VV5el;!lvT?-iY}602TdwP_k^Wn^~C$^b-p|1OJZet z>mxFq5=-0*Y|-wk%$UOI#948r*6zyzL6#|7nUp2M_3SU`qX(dx$WY^&Uu=0>a0>l&K)#( zg9bT2c7a(rTQHw`&!V&orMht!Sm+%Y!COA1VyUD=B;HnVP?p21=A|axpNjYt@>xv0p-4{BDRU}Wc;ezzR9}22 zumtpkI7i&y6Ve~c&(k6#p2`?RsY;OsOJmZrNml*`;j!>NzG`4{3^ZiG7CH8JvMD)Z za)l~TN#f}3tA#uC?6&ao2#sq3&+*0Kfw=y=I33Hs{5M{itwQL-Jk>MSgy-OD_O7Qk za~_^nrb_4AKL}ChBnM7Wo}{>`Y?V?@IjtQ3zp&ME#8T1+cV75y#e%QXy)VODvIi%WR#CXYed>sZsFEg?5YSun}~^T+ree?64$uxY;=r5sofJkvE7r>3)Qx&h6jRs8+wzZ zOOO?e4C#_cIj=jIkC|p8A#NUY1+O^9;JCo~|B9NBT=-$aR1$~mM2@O;Mq_q(u9hM% z)`$OAKg6?) zS_cV(DdNpVjoxp&Q{0eLGHqXSHJcu{P6?d%E|N1^+GHU*kwWfPF=*~}}OhYEb%Wf;qE=N%sR9(}_ z^+`z^;e%;O{W46Eibuyf)z?V_@&2INIs1_4=KsiFUxXQi`%%LeGRi}WO~pBh6;^5O zI+<~~RC62(4Ij;ZtiBp7QIZ<92n(2+YgcGSOVi#YtX7%I8@LzkUsSCDAN|SG4nmTp z4wUEdhr@d2puI?a4toyl{$sfJU`4{_jLJ_ed1l!67m*RYAnVfd+qkHiV^i5!i)%_6IRRP#u|FKdooy0i7a*#2CV@K_quK|SQHG7dQ&0{2z%9?&ckHhHj1K}+Bb zZ@RS>{0?O1UhWZHGgGDRn2OCTt;ApLO`!|qO`^-|;d1&cYgZyiXA%~kedXt3I9eAM34$%TPd(ifScnHaePtDYQO zl=Ryqhcgv`$0{(DWQSY8>p(Xk5RE)tGe}Yf`jV#(Q2-oBPomNatrW(t6_s&8lZ z^qvm(va;VLKqu7PbwC^n?iB9`Ckh|NQC%vl z_+;6JUxveUA;D-vd7oWBG_ix$J|6}*FZM13ABhO;orkctD>rmIg!$Fo5irrAE@L;7 zRoA9pu(h19)V7cCS+gtumR{Ir2^FcJ_Yym(JhbtF$E<({wHy{kfeZ(C-4Xm%oQw14 zN5nyv*Z%N@V|W4(C`gc+nOrsCiy%tnVOP8}D{(Gz{Gz0)D(GV_LnYt_Sc4e!t<(}n zbUySdrg?}8rObkdo);L{=AloL|R7JmR4JPWdv)Si)7t~E<_nEpYCVycI=UA zU*$F;H%h7wqxmPlr|!o^BS8~bcoLu3ALRHGh!_N*;0mav);`2tt77YX$MK@R}%;_xIgbZgt7geM;qo?R z&Y}s;%6@>RB{Odf(JLu6;%H(+qUMNATuUNwhgOL991p)nSAd!@O~M}JV!%(MWMP*? zEcWnv6ifT{$c9QOM4uNCtHeHW%l_J&ee+ zwdysi)$6gYNa#{MoyLuwF{k%*T3gs2?STxe))YC~>il~vqqJt&Q24@LN6`;(%e9kh zT{6FSRhe8+Iq(l&aX;-q?{|5ypgZ#Z{<|{6 zyC#+B+PDmKPCD&<^6NB)jDcVDXrK~aj;p+aH=%=@ReJ)g z;_e@AaMH^U`FMuH39n55=_Yeb;8$dh$Bc6no%D1>&gf%EdH}O1Bfs5NjP;0-N*|et zR6;9cb`fZstHi?1?c*Szf%#q41=V9iNX(j-p-OM;jK#K%C;EvT^&GQwJ+;IZZwC(c zJb&d0VIO_-TyBskgT0JG9fK${$LDUm%USbMa``oDjoaNX%varoE;!M1R|A_3fP2x`DP_%b&Y@bLX*6L_Q(m=2>MC)Rwso ziR_|FytO!?{EqpY#xdkN@g>jEbQIoTy!U z&iqQxVCbLjsy*Fb653u5dc<-n&3|WNTF+f^L0NJurwVD|X-m6*(s00CoA||z-4Ax% z6UW*}W<7{tlhMxfIf7_7i56`S2nf{%4DvVyJ}cukq20;lupzgS(A3sn*FI0vwvp150r7H%NLNiTg{4IdLFkWq8S;N|C+p8vwpfO95kS( znq}ZUpmF+Y5UCK{tI{`zV;Zy_5}oh@K+Ig!BA>U^>HpHnxr1vpXISuqbeZj%Pmb11 z@P(JR?uj{%ya_eECLSxlFHMtF$rdsA{M+3)n!?7-#uA@UUXihYeziSZ_RB{yl8r8F zz4+IKU_9R8oV18LWI4blt&wV9lBGT9@sxA!sOfegP_?M=7$1#DVm?M(SVB`~yr;ae zw6r?2{2*0{64MOAgEmD&gS!MK_$R(C{ile-_9>LJvTkU<2)rYevveQ3(bJ}#9`-*y zxp#2hmYgIA6oHGm1Zi-9RfCU2Ot8rfXW9}x&Wk~8J_5#R`el1UWtOcN5{Hs1VE-_e zZt@!Lk*DI55L}r3R!`2b)z3LHUtaO}-^2WgjRsA>?W~eQ6lTiJMuLV#Cf>o`cgBlV z45A8sKq5fUAix!4v59{*z-@uLYNvHUWwGzRy0omX;6TL*mRyy*RkJY^Y5}1IYW}nS zFpQdkv~B{n4@9#+_|lsUNJ}~RAR;{(h9mP=oQFbRX+4{&qr)qh_*A|p=1&ISrM02` zM68_)wUdkz{pJ#SeP8Mw(Wd`cD^53{3b7lt05d}bF`fgQVI_1X4a>w5o_AUWC54fT zseN?!*vUpYQ#8F320C?-Hf(=h9n(aFXqyHS?Ymhf&VO+`>U5LKvK^k!`& zHBSEk-^{N0jjnBm8J!BTBT!&4M(vi;HKRJSLWEZi>tC`ZCO*SM2Tp=si()NJ|5+ck z@Owqx$k#@*fjThNn@=y1t}w@JwW6}WV(d|94X9UV&#&9AKwD}svkSe2bT#&%eI3@Y zhz%$fPR-}Q@SW@#Ik8O~J5ucA&BT*wZ|q+bh=XJf0s z%3z}N9$f&fCmLfnn;hzD0P76Mp^YLEXEvXbXr`^KK`3nW7~-E*uQ&PJnfpP|)?iyo zUIXzD%(fo467yHf5rI4&nmdOkvp1ug_D`NWV?q@NzPuJhK9N{HP-sT1@aPa=r2JuO z>4t^)ty>kHU&`M~6%565#GQE7}=b?QHKYdB$Ow{2W=AF!tj0t|@o`1Dr;9&;X4?9yDhY0T$F$ z3X2IokE=ICX{pd4ZncdCUNZI`AIXmSBX%W@sxDK_F5htKy^@CzEmsWmBD3}P~|UFF{Ji0gVSG43@)_d z54Bh{-$f1Vb({Q>WsX}|O-uVwr>K;u+?xh;zk*ceEuiz>v%#Uwf*Clp^aohpF5bu# zjdx7I6;@r&eO0~e;`R1}f5n~zL0sCD9_ErOk7X&t$k!c2zQa_{t^C81#N8IxywJp+ z8!|jKB)#R*D*rfVZ9ao_ao1Yie6GX~yN4*WUn}gJ9_kz^`;?Dn#bTL|mNL84xq<8Wsy=k676 z7M~?+r)iUT?6*Bb+3nY|35;6dbYOh#P!>uHjL)k$tdv$_PtpaKrexz_rttE)3zIoU zw4hsk>U<)x6G`MRQ<>Q7s%>j`M8T65(8e%0GVe4xktg?=6TMP z6m^t*1F=5RT}35#qth zP4*&u6}@H7nYJBdK%&V=GBD5*=(Q_tOH@c{L!)-5YX;UkGP$lKUpk)QKg;UCfUHSR zzg+9vM|!tDG^?~bk~=R?JTXa*ZcEBy&R~@C73-sF#hImu+e7%zk~S~zN3K`ySU7S` zXM9}FX!4Tbe+j@+jo8D>7?ImBZ>}S--`QJ;&cVst6`&e+g+ZSj=?4MbW&av%6 z&L_wcCOs8mcUk9>avFltmD6AaNZE05Kx3GT9tPnY)=Fn%*E`Hi5a;x~Y$aq$S9AJp zNr&-QfK`LWa%3!;LW81YSDiq4OIP9s&&?SsV7Xy?La_`eyTKfx&cnAcK-*ScO0WUa z>L5s3pR4wQ>!i_o@o0|iu)LmJm{iwuoIb^8G2At_rr$8zt!eh zp-u9DTwbNKl1eLZsi${uODoxHMF}M7y+rw~=73&${(kRDm!e`ZVP$V)JANI; zhC?qqv^`flAO^R4d+K#~sY~~&wnE???I;XVsS>sIH}(7;#<5pzHJ1(8Y<)pGxJ$yZ zC_=>e232`wmbe)oODid-pk~OtWl$o~s+IMMozhj}0{n@4y0*r98Jh!!nfGbmT(rfr zSf+Fh2DzUijH(aa+EnB?LoSwSlQXVBl(`dv!iBJM3Y4~2Dy!t5+Hl!-fm`;!-3^EX z(3#Q57e5>5vHMb(=#DD^L!o&}si?TKzjSU{l0=xLre$6*y7jou${IfuKOr0LRy%U5 zH^Uy|D@86=mSvtH@;v>W0{@gwr=ng71=@Z-$2;3UoCk*HZ>)x+M^6YZ`kZpW=o$^w zN|?3vxD%@{<^PM2C3?6nQj?7-AH$Tn7Z-iT+EYYiav4Cw8yRIK`4_V&ZFn>VVpX+B zz2Aa$f!X_W-FT+wti`8xKws1vyEtgY$H4bca~Q=+ZI;^&*DrvowpK8-&+iIl4|=7E zZju&WwCeQY`@_|gp~1nxd=N!F`e%Z`MG;C8CQoR~<@E;{ktGc}{15FfZJhxIzOS<= zCyn-#;!@PO-)GNJOrm9F`A#O&4ow#kUO-`c`XBG&ZPj9#2jv{4a%Q1?rWbO>4SmLP zUTSva$}ASzOUQm9eaR}%a~&7yz@hSu9bQnPJz}M&&_joFMca5Ss(+u^P)RPdek`nJ zkVmT>Jyd8{=n?>>&KietC2vgLBB$0Rytpe@i7(<`FX;{e6m?W1qR)Xp|1lx{!6d@2 zo?~|%0kiw**(+1``@u2RaQ4wPekOI&0b2}fvOK$2`Yx&=B8~MbbXI6BtAyV=qC`~O z_|#vz&=#bHy3qqdV=)23SPVRD$b4a^Pk$+ zB*RZlK*$Gq69SCXRyhW%L-k){heDlYu&xu6bjS2_FzwtQXAxAwrzyGwowj=dvoaHy zS%Ebl*h(a&1`W&tE{&h>YhmcGd?VBu_F?v?`VPi_Q-R|16Y$XNJ|FH@)l#ONUIw75 zo<(&|b#F5f{Ax;MxZ=}h(XI81sA3Uv%?E^<+zz}8u!#n-b+NDo$Dry_Enfy{$0b(L z7Hk^A2k~^;#}ee5vcA>x8|+A#0-iE1>vj}6+=IKND>LZ%P_-+2(E-H7I?*mFd~#Nn z0H)CXi*=S4)gIpMp}0m!x?A&Y&N!pJ!>}*;aPeZFLjU21=Eps@QDI%7# zfwzX@1%QC z<`2A>ru1t|tDONlFTZUGiL#Do{`emcL^=y>&8EhAJvbT98!6r zjcDi^+r8ngBy>SkP$NF3vy>n~hHAohwAf}L783M8_g_Ax$t4W3$iaEhPhXSPpQ>y3 zWEy$`dQK|%rmWl;(fzo-S(X&+kT(wYt343Ade4w*Wt|zCeXoO_dnz_K#GlqN0lmiocaB5bcO- z4&(Vjn(G8prN=SN&}$b>FXV&2m|exsV3d)RZ2dRD$2n9Lqt0hGhUqIF+B$x_bfa8~ z^T*IG0h+mj>9(Oi?V> z#oGHRZW6w5VcW^>>yJIvQ8Y5`i~B)p2A{h+tss(wf)!}ExE|NjgENe*)UTklVV9H; ziFsKrkeW6=W^bxF_&MaH;kQaH`ZysT* zBOiFA>9z<~CJBkQVhWKfl-Ybv;-Krb?JRDoaWyC@JyLPiB%Jqgu!A{DQHEcgwmv4e z2sEV88h!5&mPodzndr8Q1l%Hp9Z5C`D|nj{iyLurF%`eOsCQTO96vTY$SaUPXqO%f zQ3i^(MJx&c;h#spYPBlarLi%Fp7zFTTWEjvzq&AiEF+O$DJk>h&R4_t2?jt6ydRY9 zfU)l&yosv_48vxg99YuDP6Bb)f0c7EM23&gMk)yJt>YqFdmToANRCKai05gxTF)l< zKl;B(2Z@nYJw>||UEa0>8`pwcJb7Y_d1f2OM49>&1>2p^`#zz#1QCdR1R5ezfVeh>q)IL{QOpKW4$rMrMQhbdKoEt^-+;l;|-*cwdd;4Ec|X1a_+a z0NiB_Hmu!eRoT6BjT?6ca91Iu{=if@esK)Td$bHejq#1P9 zln+k;JGE_WRS}xPrVy#KCta@yU$NX<9jO?hsZ+QYI*I6xs1hK|wG}4#%H|-gAzo&( z{i=mITS50y^qMV{waUDG;mKDqLKv+%*2*wPD>t74Djwtu>D-MkOoKD*7#Dp=l!wL& z#XITbuJ2IV;;1!96(0;8p_>h9`i{*N8$eNJ@NVQ{=m;@&tyiH6^&>26^$%yP@TP+24d*_c4(t#IZ)ya4y3q%|Y;sES89lYjUcks3hoK?u zmdlf}Bgwh<7qAm0TKZkJK3WEEB+X&NP0Ty_X8JXv2~_tYjK{l7Q=Wjsy%2d?Dj`)c zv@$y2q2j=?Z@53)23{sk?(*s=_}59ir=%IUs(iT!2EW0CZeA-9i%ssQnauuVrZJ)Q zI;+VmF?S0Rxk>AuS^IYW1Rmk9JjyM*^>~qZGbZ6ge5)K$DA5A-Eti13Q(tsOU;fAD ztU>1#KQp?5R_!1X;!{5|6gtYh8qd$a(Omkzwct8ewFDm}Zkth`bfmHvHZGLlh+)|5 znfaeY(_6amz<(-(fleaXM5Qac-l8wz!2+(WAyU#GptoH!{L0FYG+*Xzl&~5u7w-O^ z5BY$@$3bL5%V$?5Qu<{bFU^=P?DgjdgiwzC6H^IxlW_9})8QMMuUo&O(>uDl%Hts` z%A9d;z~A=_E>B>{3wU2v#HC|WDu>&4!zrTveN@BaY01|1516#G%Ub+Mm-Q@Y}HV<`UVa3La_3)t%L_FZD$7EE(OhDM6xH19A9jI}k7w`Sw&ttYVs$ zEL<9mk49xFer0Bq#W~aZa-GKl8XYk=$;efE=AdgiN{dAs-DK+@?Uuf)V1EikB}d?g z&bF*EE2YgnWochc*tSr92)drK4!qmJMK@Klcmm|nWm&0Ab=TMu>^RnVF(2$ReBQ`v zarvZ2UTDr9{Yv4Rk2O`@snClx!KLBi+nV}%uI?4&$LOW~E&h2(Z0PzoERoP?=phGMy2;NKCWxT5+zXtdKaL#c`J;XN?qJt|@jzDOv}# zo}prUBoJxQt`pY+43I~ss~s1-68W*zO>6Q!-nh#TGB)}~AjW%Li8lR2u9%GpU4Nw{ zK8DDtSbXioHCWxIH;hh~q2^OCYr^5B%~m~1rrlcfjE^+k_(h_-Gn(2Mh4iuiq1hOT z#4(Bm2*m`paCa6YwlKSdFS*>Ig+d3W`1_T+)bzVJ$MQ(<2=)ZrJd6Cf%c$>o=@cVx zVxUd5+V;#p8m%|&FtckvhUR2ZW9IpF@vbgdxOwv*ctAql$HZ^SSJs#`8q=aVa}pDC-*j-21g7ye62q z*%%`C=bUjD86vlo6d+-Ht z?!S|Sy84C~Jq{@6Nhx!v@H#}d$^2J z)n=&Jr#+AJQVgx?S(4-5VuDxgheD2}F9+kMy72`~o{ikz?nliIGU?@vM=hT}D)&hT zRT&PFXXn`&DQdTli>KI?RTacI5nB!K2;aFazgjo!`ns35%~&`1Svg3z>T^Go^UKGT z+)pCG3;x`5+s}OYPEzg$NZKyIg)&LR=mbI*`!OTx+~(QZj4QX1vZHp8JdRg8ll~1a zxOo%sSDKSvpjZJF#E2+K8X%++@M9Wh_C)%8>`Ul}5a@urHRW$Z>fLyYHV#e{IDbsb zwf38vcqC@{=xBM#zge%9Mz-*7C+JV*828{9yicw0emQ+Q&%x9 zM!m?cA_gbjj~s{?nnBUwY0cr;&##O82DO49+X48ZL?lEirdZg_%uFPi$Dzel>wyRV zP!F5s@@NTyzzM$tc8;GVp}XWB|BmPONda*$olztQEVo=<5$2f>58~tDi@KGgTiT#C z;CSS)|9YTqrEyLhXGtC#~sLry<&bBgtx?4u>$6J`*X`r5xx) zrU7B$x=&2nV%>UHats;RkZp-Pi+4BJ7v^V6(ObdrL*&JTb$?JQB`gS*IM27Azk8altIXg@MljpVvxeJ;rT-s9J7e0P&-=s zprbkenE6hlVqfW2>Lw@cT!dC*A)k#d4vw`YZn+qG^C)8o^<_Ld;P6Q_DeBYNR8>do z-iis_lilCvQ|8If4iS)X;Z4~qF8*?~pWWIRwcnF#bpM$8V3Ry^7VBJ1qoeJ*WL#dv z+`lDI#!UzYRkigHAwUh0Dmjk(7+J>fF@uV32j#fBz6!8=M!8$mXf;4)nbUz{mjY0b zVYxenEd$X8mq-?ONXFOjCoD=4NlI{l>+I|-lf(O za{^aAex(&t%rA&Tj|tCF^~ixzA@(YB%CQ-{uxKrP^K+8etpPJQ^-D#8@hx&-=LbmD zQfMp8KIqK+RAZEE)aHkLeweW>eCKJ@Y1mmz??jeiNTinuA8jGOI_k%Qp*P5?X>(ia z(Scg|dH9Zp9e;TJRK>Gr9G9*~QF~N(=>D)DMc$H>NK8;V5<4OSRVbj_>K$grNt(wr zM#iO2w*-3OA&e<2yxHn+Uw;n4ne zTR!gx_pAbAYo@h#o+nX0y_z5J-R1GdBs2Xu3IBN&f(5eicZ|cW4DA8NcqJ!`ChO$7 z3kB-ORL`Qjd-=QWyyO*240-Gvd7UNtjYaql zcgHVcV?O&cK|#N-Hk98Ea-v7bEM-&E_i093&(f4Z1i_;-l#8-4JG!lSJTXh@H(3M6 z>x*fJV#|WqBj`=v(j8Rr)zOfFVE&N|eoc4!cD*Y;oocG(E$P07oP4gO z%5pPlnqd&lJZ%17YJl-;t$CSsd98xT^qeS4>{UJEV{tBo#LrP#1Co<8;4J!7;&?wE z9J)r1tTEVS7miZoAiu#I##Sn1)c(6EGs=TSG0QL#xCKYlfM8xRp!WlCyv)&9Fsx^g zOo#90C}BY0GCr=Dg1Y%(A)|tR^h#Q;zp(AHRbIx-h&baC%<;ZB7q(NJ9DbYe1-3gT z8uI@nM_~j0ALJ;q_BMu221fRT6t;%Oibkq547AMjw2X`ZSUNr@M^hVn3ILs=nWLrA z_g%qB-`vQ+@w+ErZ=~n=J*UY8Wc_YHO?rBI$^Ss_KT!M+jQ#`F|3H(T`Mc56JO2k} z|H1!|`d`Dg|9iyxzn4fzx9gJY;H1r_W~nTLP;}cBf@X1 z7yyJ8wt9}H4n}%}&j0s9R$3-nCIBoq_kZEA(Km->{6Au#=w@p~NGGFjuHa||OD9bT z{N|+*HnVqdBxGgy-;6bcOpHM0|3OPb_}{Fh8dWtX<-c&)OJJE-S?r7qAeN7M&a&?SHvA zvheM1JwA+xS1gxafQJT+5`J2W5)LTT1t>_u6sOq+V;6VmC1X>m4l8saiT4Ia&SYh9S*>5ICvECm3;z6dQ-BYG?RoJ4m z_!eXRLbPE0jvm>t8(o^DLDJ);pLe-i?r=n@_kexh9%3hWVgN)Qnkug3-#m0jEIMo4`#yyYUFBic^G%Pp`K z!FNIl(5*Txe+x-uBdcp;&N2FE`xq0*GaG7ydblxy20)UC?eI3~D6u?y>h9owN*U?) zf?7NSleiO!qcD+a$qQ&kKueH)w1IQ^FbT!v@8sUYI@^$AJAs9nj^_dM9AZo`BB)}J zxrsf0UObKCCEcg-=%zTX_p3)wnzsM$!-KBm)E~2T(ap4aepm1IrxoqfQC=n@00-7lOHHf8jP|zt zU8G^QvOV3WnH%zzP*ao!MNDsA+%@i#)hoQ?#CWb_Y)wo}F@acB*FOmYxRd9Qsq*q( zOtLhRqJ>ZuZYRUl^*3Ye&dqD%_N-XY!_HeU!~?BSDHzykviSIEi=*NpyS+HdhGOGD0=cRaSMjmP5brH)Ga z&fI+!&7t&B!>;Xz-diUIO5bndC~;j0WE74U8+zGxP3qHPiS#B7=`jw!XHQnY@IA83 z8b6xDYw2@g$gUjYy(bz)Tmn3()0?&8Pw>1hoeV|t;osnWAti+5lJVvr4ZR3wgiH%1t5m_t#7e}AR!1y;sO3g1_@?Y zsJsu*ao5Xa_yzonX`*a1B#Hq2R|9#m6VyV67$ju!yHrK!KWWQ)PQLSjavTo1{Hy49 zSo;a`)u(8cuN?Bf&E7cd#j)?;Yj&^KM(jYI1SaopeQ#X;9a#epmc@b-*QA2yfxiWQ zFpzS{X(5wg%9$EvlfLmeWASI-)5?jej1)E0%H(`73vpX5uEdBc#{aD&IOWX3xVt@F z>+csQ+P{N#*bk(&ON3oxuD#4Dm^ylC;@6kR+r2AHw@=Lmy`fkM5ARZA^d zI;OUX@R*&8$ZyZ)_M;>gvR(f^8!!;|MXi)5DqksRqv%MU)jVgmM9MGkm6j7H! zGu3C^#zV*5TpeD~Hd+F4mEKWlde_SDETCbrga*+)y7t%9)e=|6SZK4cK7V;t6~Jq( z(?n&2Xd`h(@oI%^f5!Y$NdpS~l@$61=jFU$l=^dJh*?TUK2E_-;NOs9iDOa*kghaU zP7Zz^5B`u6YFj5$X>{zolQe!i{meRlq(7Or1~X%eqV2RREv+-Pf1T=ok2L@iLY#^PkiQ zHnpH5+Mi}2V$@91WZ~GTr+JRy>iS{=9;cFdn$3gi7_aWIM<`nPV+dr1G(1!O9%Y3}>KtvY=-21(b)xhCCGxvA{xF2cCV2iUK&_y z4l2pQ;GXWEf+o;5r zohv2&WB)iFyiU3a@J5Gi>X~uWF3SJ8Qw9}a2pK!ZVhvs*gfd5DOAD|f?mIGD^Ny8( zl34Y~6z=eo(z+@fhSD#_75H-T?}rk*s${B$`nu5xQPd}D+EzK}M8MI?R;nwvWNeFh z;VGl=W*ZjF)HV*0G^{e8T@}#0+JVtLoJHO*{!Z*=JnITYS-37qMV^1lmJf4U(J;CO z3z%0N^pIjSal8!a1f>x+Ko(%+k18ZJ4O>lE7uAglK(1jUqAIGZNtl2Hg;EJFsw7d) zyG$fks_kPUy)#6@J2urPsywf#ZJ@<1jCPK<;56&L>|dFHD&8@I*Alumchy@Y;jQ`u zTbm^PIHYD68V(AoKQFLmn6<{%9S*MT1BF`NhYo|zcaX@ZJ_y{8eoMAH z>*xZW&~b^ycR85P2LXQQD(17}%e$W}Iy~Zl%jS}gzi1!*zFZjz#U3uqs@hiP5ZxIS znvB(N`TOUAL4qBekawAP^z}U{+gO9o=&ztJP}jbZI!ijgIqaW)LQpNX)SaVXra~-a ziIXqvAEQZ}6V@2@`KveOZInMQ{Iks`BJOAxapJ@2=!O0q_~>9*u_1kVsm)c+JFTIO z!Is=O%LCcQ`}uh8a6e;c&X%idC##{}LTrBOW-U1>@tFT2SyqKPw+P4QfNO7xTG6gG zw)iIw=>EsLUp&KF{W8_7wRQ7UBi8K*@*osYz%BiW8;iPqmv0r)_jCE}9h^XK6$%(opzDA@PgsaZQPm)nyz1dS@FcRFfbm0)s(w|`i+@_3aZ;R6T~ zrPkv58BT=Xl{UAaVY0gu=d2frX+jIB_)bWIIaQVfkGRByR_`=7vsQ`Ds!wlJjKMyz=LD-lm;q ztzhc2Y32!i&Pj{@GA z@c&El`hPNe{?EioRo=)LmQKvt(8!fggPxF$T?>{@!OY$0y9Z0BLa4z&$VABSJtl8s z<4DNH`ki>m|0iy2L-;>3;r|{42{pLrnfZXi0(^{&LV|33d@Ot{0?dp80{rwWtZZ!b z%mPf@g#X_n-&!P%tW6wE2^rXd|1(+p|B^GGe0D`DGfMQ;%i~Xe9 zOL7#P`Dfv{v`LNdaz{}*lK;Ftga literal 113653 zcma&ML#!|i%(i)K+qP}nwr%@4wr$(CZQHhOpLze8`BvXzrkmbP+C`Hly_%F%K}3v} zk&YFLbbfhc9g2~IfPui?$O?*w2Z~4HYj>AOB)wcCjxpg8$%aU z5mRG(6H_QYJ}74wCsRXPD38q+4O{!;R>a?1eZpdhd|TVx_rf+dfq0!+!NA=SSKMP^ zI*Mkbo0S~3O{wLLuRHGJcrD3P_qns@DJ#*0p$zlTxoL*`+wT6a2by%=zCKPb*NG5u z&;uf)-I*G6X8L15NRR6sl-;{u_>D+qzrN0W$8%=y?%i=2S8U3a%ebsOMIcg33@pe1 z_W=$`3URQmmL0q+S9btxdQqX6+979vXoFCwW3gaY@bkQ4RIQyTpMGW;g)2&*O& zO#sy7;b>V>9sf_FhZa_%7k7fF5sInkG*;jC*18>&&(6B2$ypYG{`D_^P%#;!;eP57 z_!(Nc>8usdYeflmewfD2bf}FCO4+rPE33G?NEuUxH7MmQ8BIsc7{AqevWFTr)g;tK zDAk!96>Lk%7Zt_)32%zS7DxgNw(kzxqbwu#Ng-k^`{ueXxT z{XVg~odn|mN5BL`XDE5(9Qn}E<)(JB{tb5Qh%HNb$AdHKOLo^ajJN)-2ORI&d&ezx z)ZeKls=F!~)|4?s@QS5-d*}sBBsYeG?cC0W@Nf{xLoyv6 z!h>Xg!4P$Q3WNFmI%puI!jECOajmP+YKqwh{k1yPtdmO|Tt$E5NqJMlpTGk6rPj~k z=M*Y;ga>gPM?|MVi*F?PZg?QKNd%a;4h%3s1ULhl0zuA*B*Dn2&K%CH7`6w!zwy`d z2%u~tIq)r)qlgG@2ay{0z@atCst`m&g|%YipX2+sZKez}7u(IaC1P3w39ki)NZ+m& zaNL??+fpeGPjTAj&BBm{G>!L{H92j%%R*sQ0l~|yajO$H>Z?P>W#rR?K#{n7Jqf9c zr0J(La-oRXAOX(E$*dbSFY?zEULr5#pYeU!7kHeS08Vf|)tD1T(~_2xoly=9ed#Fw z?`9}s{wmLz6BEL?AsQl~`t%SIN!sVMDwfADE`E;NnVAj0Ih>89a3sL%F;SVoc(0Gw z>oYcvMMKavR zGbkougm?9lX<9c78>4K|nPhhO4L9`}vX>pfQF|^HnMD?g!{Ne#cwRGR;1yAxHcjha zP&VNUWGF5a9j5@3e6lFZ<3R95O$^Y4KUfqh!$gr^U>?ozyZd73g)xIP4h)GeZVKYt zOUvJ?rW#%{3=M>!8MWBM85F*-eAIOHj=1W_3Y#oXYs^s*%;6*h5e7zHskuhRwdPm8 zCz@N8su<7uV{G!Kf~40U3RU)n?kmBe8?-_QHO&NxOJO*5(D)bUO2R-QuSCnM;$r-J-YI= z()r}ZGavw4+K9w=Pym(2Uga!Cpy);MqPeJy7}|~ddv;-_-)ZGxqw=G{IX=;nn?$rH zgrH9L@Zl!syXLdFj4_OADIs_3e5UIUze@KW≪s{f9sMza;wGKS~8@0Qn`SUxF$p zZKJhJCS_=~GCM$kVu);}1YCHPhT%MLS(B-|0#%gv_RyYk^TYUHvIyJt| z9wfqDnf}t9vW`J6M^g<-{8VP;Xfx>=-WW_2uj$uUBrYgxutnow$!BkhZr88Z_C;6! zOPCd{R@&&beqU<&ce=URR!wXT9N>Ul2LZZZ{~NsJg3r2R0rAW{o0GF~K5hQ9Tf)!j z`fL|~N}W3Np;+NzW;YA&hB_=KSLo)16?dN&rU|Tu0pN-{3a#=58+f0-gxUr-IQ+wiY z1>Fu^9HGXjy(8M{7UtA#gDNn_i?yj*^YKDnS5PmNW~M&HutZ!5GG0 zYDK&GrWp~1QJ+k*%Sa-U_y-=_G`|qBJnDaX^&+2>?^*cb?yfqXj3Z{085CnthjqOFq3CxJ#{+Q7G6{b<#exk96Lra zNeg-tfOpLkdQu9KP!&>t;ZqWvzMxF)O#a{1|DXCl*ucW}zxjcUgW>;-DXEIz$-0TRS?M$YS&qPTM03%X7em;#Sh4vU|L*pk zbH{!5?%$6?a6cma^S%@{9WDUE5t=RPj|gWREU4zy_6Bi$dW}Soeh*U3J%u$)5gP8y zT-P7-w!)p|Nsi6|it~suX27*&bbvx+<>usYrJoWfReqLq1yI&Ie*Kq}K1Cp-Jo$5_ zWF~l=MM}7AZ{|kgy9!d!Fja#pTkqG4_|lko>%gGZf(s+h@ZyIe)U~6;UA`?u(rXj+ zby4EZhpQOPSe%VZUCQ&*WHc#`B916R=^mMa(g8IX&M??HBE0(BDGZaLZ-U}zR*Z=V z!~DnMa@4zV>{3z*pESD}&mYMsYcvj1G`qs?TyqmbzfF<-doknQ)+-zgSCCav>NYk= zgq=K(a2Czk?6wi2YgW=j@{|T3T>y;{oQwr7x)B>NtrjJdCOb!l{Byh@*cF0ix0Gh)Atx4$!MTe=IKv>L#O1G>9959-x}YxI zsw72c6ZzHF)A}UFn-cY*5&Nh#A;W&jDN*s)H{4=;*qW6z*XXl2kWBKox`7OW83||z1NY!{rs3|BU&PI9U!mBtZcgu+K!h&M>yoUCy=mDt z8iLYETYRnkVFTUjcVbM+ev{H{&(Bm}>)E!)Dj@TVKtw=-7?4~XOU=i?r1%M2U^qnk zzvrI)f6qPRf8fl-{y!AWM8L$t#K7`DAu|EP|40HRRu&f4|DSx_>|v^+quog>=Kxt7 z()E7~TSIkM)kO;O5|H$^h8e-8Cba zx=P@j`G&#>E>3T5Els_~&$^C*@vHKgL^}x)51P5j<`zk!L@cl{aI|9q zo9_kyC^KE-?}i2d4(;FB!6qOqE2IibP*Pc3P%Sp}uBS0Gv#>Dm;nyBsQDH5y06Z*; zvO)@Qn)wVs3CsGzpLcnh@BW+m3?TaA{+Gvh7vQ&uO0q1v?3zrfk^Z|4><_wccYAI0 zQ+DI$SmbRE_MWxrRTF8`~`-gNKI~ooYu{8x1#`8XfEA_n_R?=mzM) z!LbFjTQ_^^cIpRt1jgi*wzM+&tq=N311Ye(xr}pc^h++ec%U!$8yjO>4LY-$2&eNHDSDJOuh0@m?WoDdL9KJYG}ot+&3(SMCSeKRxVzoPRv z1gEFh-(_KgeY&%MTc>-=qPV+vGJCUQ@aGSE)Lsi zG}SlLfA#JkO=he4eKt@;kxYq5R+li3cR}Dr3JxCX;KS#a7oY0Sd7eavkKF)vW^w?~ z@ZA0%J`$t?W=3$YuXokD`+wu)c0aXARY6VYOMbE~wBrN7$4`4|(AM!8Bls&b+c+64 z0;_U%r%Z=`$X|AWe_Ljjw@?OP>D++Rys|avzs;Z4O26rvzv+9V_fL*44j>u;H#*Zl z)wI)l^!I#p0`AWKRZUqPd2{@@e-Znd?Eq%0rL}j$zrBk4f0cB=jSc|!-&5bS$9uJZ zn!cBPY?L!!aIDS%8~*^Or)l>yP;hnj!U8`3=J3Ai^b+md+#&_MoG<@Sp8JaYUsv7q z{xIM43AIlB%9Z}`CsyeaS94FzCRb}q)&7)T^xZJk_rK<&{Aq5c_tcN+lScD=Oy2nF z@4{kV@|dCf`v+$~^n2elSz16dy4nFa{!+|-YX|%ue9(X4wE>b+vzsfEDR%r~rt}4o z2$aE@t>a1kQ-Y8IT-?As2blZj0I0#i`@>Frl4quQ|FDn%kcr0!UU)(G&rdJG>m3|I z|C-{nw*kl=_)Gf`(3$-uAMJ;M3=%)F9Rbr(e$gHK#Hs#bGyr8P|Drs0i39wK-r&gm zi17fDF8+wnPT!c!{`~K7XZ}KQ?snZZ{pr;FwlwyjH8lQ+Lty(&KH$gU3_itKn8E!o z@&>X2$g=$U-3wd)E0MYR1>ED__=DBlo$&upR&ad-_fqe_!@tW7ec<2cgii7AbHlFv zmyTukU%C(PZ{Qy%+@#;^Kwm58)85kqKR<$>A*;GMxVAH`b<-REm|rjjfNo9=?@RjL z8^u)D&(F)9J=ouZ|KZ)y3I0Z5AzUsW%=LCQ0GJvc902rLmjw-tjg9YLg7s%z(`Vh& zfzQZq%pXoNfU~o_v-0~1D7bR3Jlh4WVahMk$dc+j3QzPHt482vV}!z#<`V8Z$02A| z@u?80pl!fLGAZ2SVmH`tg9U+|Rt1DT;1BBeLjtMD=p!p8YhV*< zDo|CYge9EGQv|eC!3Zap_6CQ%75s52qbT(S90c_29YF`;^{ntmy`Xs)XO{v7vOxy6I zMJ$5}0NJJlw4W^P>{wW4&Fr}ZTmNpFr&>d)jV$SxEN=CT1x9O4hI*KGk`VX#SZW=!%!q0Dt0ph>J8lh zxn7dMQlL zf$rI%zd360vEP1a!4GOF1ytD9TSiCVWUH~)WmL*{)H;EzBELVfHI93Q`ZpV^QL$$} zC20>u-U90?yIzv@Ka&TYD&So&s)sCcoa8`yS4F?Mv~6^|!cq&X=EG45xsK`*i*sXa zt~##-w}@$?w@A%zcD2A3ZI;fb-d)_MgYm@fyj(g_(0>pBu|GLAz>nZt&!xxv%t)P> zx+Z}m(5s~(G<6sA9rUv9D}otOmq9*sA?@R$x?%WOv08`9rQmX9>S@dGPopXnaLu!|t@uyaNwm6MJe?a~R+2mMx{a3a+m$ElOMr@~JDo~z|S z4-Eo-Y#pR2K88;z4kb^@l-1d6)FNp!ZJu+hoUNw_Rhpu<+5fJ^6IhZ=b!odl$hL=r zZSW=B52ZCgCavG88jbIVrn4S=!44x~m*dI-_$_D9Kd#WB8di1J(&lA<_vni$U?H#P z%fimUL(}jAElU`7Exk>#tZlu$R}h_O8M2p^beq=|MZolD1`gInLb$%tWZk(J8q!e} zWK~9B{DgPjBX|~N`XF-zONED1DxxAcnq~|5-cEja0M4BYFaz9sS@Ab?jlzkkWpqow zM@ML8{}wvhHG#=oO170c*FBT7Wmbu72rVJhYLZuVMe$LQImyQBpM~8kJ^RX;tUqo+fPntS~rI@3UTtbHt)wqcZ!;doqKub`8`EX0KMhk210j zhaog|dhAI{Xne^&>bhId&T=T5a=x;OurlMLy=Y^&{00FVr)$6G8orE%d?-i<0g|KO zD5B4zpPb?Bbd53=6HFn3wXFg(F<+|7eV8qUNZ(#jym3}*(r%slMmrEnb-XS8CkhhR z$*>w({969>@U8yJpv~TN+CX)}+ZbO_-}Ij{L%eP`MBc3hvZ$i$c%@&I_kfRoep7=0 z!wzDRUX`Rona5vy5afbYR43)Da%u=eFT~L#ACSTX6EzNrl7BBn=3`z^kwIlE2RRvU zL!};h(=MTY@rDd+FbeCdD&dY{4R`Dw;!tUGuh!X^Kr&pW`$dU9rF^#;zGjzgfy(Wk zwG4daLiS}+92N=_K^_i3oFksxh3El*@6MWZBHyv5;8UZ^h6*XCr3=QMrX~}W*^kO+Ye1N!2E(OS){hM35Dy(o(z{{Ye8I{oHRO25C2&t0 zq5QYRA1h3Pm#YPwxA0<{l$tJDJPI8LB&N~Df#L;ULwr?Av9YH$mIF^)*5+?Bh@)P=7jB9e^$NElQgfK!hC? z#>hBW(EPl_S-5&&v~W8q75wBec4|_XQj!*{FS4s& zf991Mmu{5bdaQKe5z0{;NJ}->CbfePv={N#2r@sN$ZmVyN~pzs|C}p0LZv5cxmxIt z{I|2sP2>=Je-y$O%FZh2H84oZ!s_L@KlU!^1hy{KqfuvBQYlW0Ii&Gj@oR((V(2F^5~VR`Q`a?tu3 z$UoD!D#DZ`QvYPh=S3Vqs*U{e?3}5vseaCqDEz9oEFOq|gXuLC2AlX2nc44edK-z=J9fa|Vj-GU+XSeBKY;#kzMRC^T?uwc+VY?M>0bbO)*sULW|qDGfAa zM{xGcgMNc+w8ogU?V`qVQn97$Ao=A3T9&G9E6CT9L@*P8$uY_dpa%!LOz0|;=X3~^T+qv1QBnm0ENn<=QhE|7$ zvWXNfuFVXD{%uh%TVVF-vbCkkS2)Bt!X;-!la@H_>@Eh7(sENH4$JWy+ExXXKjMq@ zrt3wzxg1^sbr$mWJ?@2v*WgE#pKQUQ|CyW%D+YoD?F`kfrM-G_hqMXDgYCTHVAhY* z*BT#2=>tZ0tQ6{0q?x7xk#CZuoVo{R!kHh-8X zClbkNB!7uoZAE_%#Pw^7}}fIxvbE!F*E0sIwSfufe$;R>r%C*BAIAxQTTF$U}2 zmMn5?CVM)opnStZTn2>p5;N>#w<63t5F)svlPFG2oxcIU5L4YvMO6Sb`^fO7piX3s zcDzJTCaYj97s0D4{JHN|3}eZeX9QN?VS=2IROtS5WV??rj~rT57=^-rV7x_L*=*^2 z1hpW`06DA)5s99ic$3g9#*x2#Z9$}@F-pApM8$auIEHp((jM0NE_g*fNH*Y`oi*Ol7T1N4xPnBWUEY&{y zlE%5w20}x;x6}=>g~w$%ShM|;Yw+`+ZQ~9dqfYsZi)~#2s}W(rSF3|y4kJ~!6DVIt z(_->pSftbuvd$+OlNB)F5zh78l@Fmy#fPBe4XrTGG0eK=kt*?cP zSc~hNUn!^^Pt@wQ&#I-^CHfIx_*{dVuQH+qVn^xA^Ag9RIy_gX8eo(! zEu~06Cyg^ui{_N0G5B|^(6R`J1V1k47fZBBn2v1^^*d@~IyfK1OSudwhO=VEPm%eB zuZliwM<114dz*0gvc0N1c6!FkOjYJfXY$eYoHw8)M!1oJ1Y@5=TO$3*Q+w$V@!JW6 zCgj0Wc5K;%-;+d@OS0OyS3nR$N6jO`o#SoR!%3I9<-kds zh#@SVyePgC^vHx4v)MV8tHNZ$dS8Vp*qGyoij1P$9|ZQ6eeS{Fg6Jd+xlP3ON?GY_ z;*)u!#_9!efa~K?z4_^AJ~h3dA;v?4X=t`DhP_$Q(8}mpG<_8h&xY+oPOOHu^H0Mz zSJEU$Ne+QN3~xxLK?M>|BZSbr()My!ISx^B8KUd~V~J~QxU=bGXEQhNpOfv8z&*S2 zWGw0df?rCP2Q|uH77U-kAQ1>(-0Tat6*=N;^PBP?*zV!2+b-RC0<`iEO}$d#q1PNemNZiXKXk7=9AUHRqiqE>7Q#;sN; zJM;*6vL&1@)>v%VnX_n1%`3M)4s`Fdvc2PGhlS&WN#EtQ$h$rkP+tW!M^~*wK@-|w z;l0tfbK~m|MZXuuqJX$Of^{^tZjG0UFgcD%llxDTp)s9%Em}|v`lMYO?%^;f!D@6xIoaYt#H!+V$fXfkIF=}dzMN6d>O`_WMSwnBi!-I7 z-W*4ele8p2hIkL+#?7sm4g-teUU5I|2Begy>Nm-T-8}hOSPI03=Zx;P zLGtAdf&^e399VB~{z7eHZ?w+VTn%PKo&@rT3m=@NIqzB=(8hYC7rgDF&SV1j!CYzS ze_D)UGBD7J2llNEB8N<{>N zl@XK;Gmh?~IqN5vL^nnV_;>XxRBtHnV%wVwTVsEX;sO0qpWPYPLe1m_{IwjqK4xc& zjZDyf;mh=DAB{E10i%*Qv=U1ACT*G-4*Px!l!#tNFYVQi4ylj~poUU|)Q(<+5pF=Y zk1D)AePudY%e_;@UB-cX)#S0Px{hydm63f9 z#AbdT8@3_Kcz;rRHY#K%?pZX^WLdM0#l}x22a%>+jO4HH&mz%%4#*efWx56x58Qb( zs=O0JHa$7GV{b=^M04ec>}+G%p7Cb*|gG zl`mK3`|4#3{XHEF+7^3h4+tG*cV3vovqTZaF$q149v#@LSw=!aFd{_ty}(y7V6Gr~ zP>?+iA5YHj6N1Pi{MH*|E+b=08n7MLn{)nITtDAav|bZOhZr7gyBWJqz;j zrXVUc7#5VqzX0NT7v*UD9rjT~zRGb1Rx^f`b|Le;6#>aGg%gBm`&_>uoG$-j!rTOB z(os2DB9s@u!3^CTvjd)R0@tN*-M=eVaz%THwX#DZh3#yyjY zupG};*!ZCOst1&u2eC4039lmMKk`wOe)uTh_QxgGKp(zLH@YYu2i8sKw47}2(phai4^TRARPl?o;HB73zx31SdkX(CPM3B|ZHE~h zdJYWxVG0)S^ZQ)w>89!#?7Lg-reK)KaIJAMLCx@yYF8|;84?lI@O^-UkaAe3dQ|LF z8&HWau&-Fe&?@aLaz^?-vyIiToNt+=>^-5?d`&gMrfVOn*9P!tq1u1;)ajtH$H`j| z+tG3y@Lbq>gU*yi>kPdsSZXUGJc;OL<$*p>~okwVXc26cT93?c8JP~C-V!6nTFM!g$oa zi$B>ZZc_RQyM{mCb#}!7^XVL()*qpx=;hE? zWFRo^4ULE?k}+bm_DaD?!{OmbP$m^{z^cyl+lm*kJm3UtAHQ6Z@)q8Kxr2O1lVWef zZWD!CYR5q_O_V*Y+)f5#d*wQEE)9sDQ`dDaETH9E1a5HTA*QxyuFj8#Vba7sc^ioSpp*BzJuOtt$GUq zD1I?Se*%15Cb`v)Y3%-%DjjSKTlT1+2S-UTw#FwrG&9PZq((=Q{xAz^l;iLR?gRdc zB8%{pU|<{%&am)v92+xK@}}A|_pCJDy)%E%8Q+(1@Tp#SZwceD=vFW;UEvwmK->i$GPlvSfg+WlzOM&V|Dt#BbAupZGNwu&Ml45>+k5bj{zshR67?Si`q;-+^6KBs0l3S}iJ#%`Ufr9^=+2{8PnA-2kKQrbgWmqs_;tn8Hg$ozfe?gfM)86`%b<MoB(?FqN0}A6AkZn52Kf8b^A6RdL@?oEcVO!&WGkeI#DEzBuwZ z;=(+T8}9X(A#+iLb}@!^!Eb<1yzYW*YWB^`KX3sOQ+r4Hk0P1@tB{t-QAZ$o=p*b0 z-)2zMvn?@{=Pqs0aKW*R6+`&u#Jxi3ip6nG&b=fs6Ukgz@(0$>pH2;+b%jRY zOJVj#I9kc`oT8@)!%-D8+PZoE{5d>tFU(BSoSIUr;#Sf7tvkS#51+YWKUUZq#zkVV zW>3>>-*HVq5u|2T-Z6*5j$|Jzxl&Q3vqhBaaj9vNpusi0=EIZ_b|9~%o@EhT5#CsW zpk-PM_+xHvXs9HGEtw2#qJ)G&G{4i8Eq(RDQWr>8x z?L*Nej{_^$m-&@OjfzVk?r{XiCk!xY@-F~-cKX*bb@o!&L9x;y+aztM8PB|lIU9a7 z-gvCCiU^y6ZD?>g5fsiR%;+Y}hLjCctHg>`^7!PbPgLLQqcdsw{_+`4?;i9QGx0@Q@{l1{74*-AYfW+_8v$zo_G)$FTR3i5%n*IQ!$ZD`i)D! z7nicN3nIr~rWakwu7!!xvS2AaCda*$yViz4<~(pmGyN|zkzqe;Rz+q)^qw6*C>g>JgI)sSfaS!Er{2H;#<&m5$U4AJaR{S6%*F@Wg zEM$c8@X@%0t0O?%(Y>%Zj$(7g*4==@9VXCr2F=L{b`Y8|8$V!NL&KMZ(V0e`M_G~i z_vg!BHI?_s+d&SUvCV3ns>ClJ`61U@?Yt0Rk@ShGuc&QA3_K)}Z-fV~dHVoha1nNK_jd ziuvnr_r%KBQ??}Bs(Vjf5Pw%NxvYzS`gi3M*kgSX>M9$OlzgI+->Qh2K3Pv0^SD1u zdUmUK<^iiL>SwlyW0r6krHxaGB=`F(<00NLtrPW;`(jKKsQbI9X^l$G2LfUBTS`$X zZo1O#BLNHUER0`UZ!o9gf7@ei?pY5ED@Fk|~@yuyb{h-uZ+zqHuaV2he3+ z$_UaU&d5wy8hDM8WHGN2!oet{IVJ6RX^Qi1qnqV6w#!6w<4@R ziw5JF8*^j`w=ZBKD5j9aUPGR|3mS@_S;FWf?KbjzenL%L3x|~i6aFmCH&PnFHTV~h zukcP^(56~;8w_o!8fpX z^t31h3HyD0hC`wsH-oWF$&Mmtlj7r@tOEwOpo8HdS96tjj1LlvHbN<%btP0w7VG|NTGt5I*L6E{I+XV$@S6GReIAO56QL;O3>NBl=TR=o5(p_Y zvIN;TA+d2=f6Oe(AA85NLRXzjOJs^?8M8tCaQK=bjcq&vJ+Q#TW! zGJtje<=@aF9B9Jua{UhM@oI=e8Xq#+y=?rH$Z;MQx%VFC$_XQ9BEhUE1po@l9&7o$ zyjUFLK!5Ybnn|K_Oj?;RtBT+g$F!*gZli}R0N;ySxtoeT^ir!sDdH-#8ORow!s$AJeUBx{!kM?@2ZsG+$n_xDh1q^fF-^Cw zxT|yr^TACGFO%!kvCtWPNI#r&*>AHv5hD6wjdo3^SojdhC#kSMB%$GKOOY5$YrXP_ zRV2r>LWLX5n@hjEQ4!gg;0{be2A_7vI^W8r zGCpvv2YU!AHm}K%!5^0O3A{i+(hB3#J^>Xi2KRmob!qoyJ;`D_l+FeVV*2*?r@f5y z=y%*FX~3y*Rh^oL0@ONomwUyTsVmK6JwcY@g=_}Tb~69F@_dB)XuaTny1BA&wBMNy zbSzk%qSI~nqUO9~h=Wu9T#y&+~zx7OF3o0hw<0PTPG*t^27IEH^*#eWBzDoL40}1Xf*T zBJh0CGgpat19mbM8%YC=XpS5e*{Vko+=hg7tSTeJ(TAskbe<%ZTjVoK3Ett*3wXNs zV*MiVMPrz+6XnZZv(1@%^+FWsoDIYEvmT8G?yUsfP zVw>Dg+&l30pKrovTeFlHsYf>mYXvliT-#`5DGXeeJsDbDl|?_*iods33$Y4us_eVH zJ?)^k;$vli1Z%Kmt#6`S*V>TTAG<5~LhZU&l`ky{-zs|T0p_sg z3lJ*utY~^TM+-N0KQxl~qx=UoqDFH;NHzMZB7@PTOyo!PnDD{Qx*KLi2jM)qU}jnu zuj9`n>74uJ+8`kd{j&1bW=D#79$WrjI zupC}MZq7V#>G4%Qgx~kruvPSu$k4^dofoC^ZpmT_uKSZe>8Cg%_C<;Ctc@`;l-@Hr z;<(=U^y{0va-|sjRk-=K)t!!Tb@zFn8VwSt_%GP<#oWP=d~(C3K=yM3i!{vbeWdO+ zK%8hyL!htW+Hg@VcmA{g5zD@SLVM}7p#VQ?9~b#T zT9_VHA!~9Mhu8AMyWLC#MrZcorQ_y!w(Q=dyp&QU2@dP?xC-R&l2W`A8+O}-K2o? zW4_UQ_TY{|B8+ua*g3{ewI5PFiNwT|n8QSWssU^%$xYhM~~Yp_mZ`sB!d73;SM@j24_#?mX5s-*m0ZB>&p zbCn5TL*cKblN@eQDoeBHVq8##^IJGX$3E+Iw#axcmElLKO}aE~Oy3}b5>7WnO7!$V zxNRCg;uBtIc194d(m}U5KNCT(=2sgZdp`g)Qn0>FbZXqdOoP>y*XO>xZfq7qW4Fyi zK2VLT24vLRp=mjcSG{H@;ILLA+VxSoAV9hj+)ZVrUlUY3Li|eKE-B5;*0C?n{cx!L ziJa^ut2V#bQWnLkC0qa=NQps(jiS>DjW296Y&@fS;S}a}4+!we8?#QSBY?q+(^%4e zj3*kvD|$>#EQr5P^Y5+BkeD6+cen*1Rb)g z?9!&Qwf6b$+=`CXf)m{ip_fia0f^4-dbC`^%rYwd3hb|JUP(0|-=V7=P{S=ZS1k9q zW%>QIl8<7_Xnm}B5{fG!Ea!PY^LD;?>K^$-Q7rI6ZzC0xTTxZ087#-(i==L2Y7XhE zmNbjPL>7#pdJO}lGak427Ztwy3^MsH)5M)!BGo~0xQmDC%PNzTDNZt-p3rP z{B#VublHWqB1*LwdyGnV46dY3Pi3KRtR>Hr@JbRg&eC_~-Gqr^nfO9-ZB#|KZ63uC zgg;YCi3L;_gd8(S>6^`P^JKxwF42Xw>ftZR0i&KvSt)%mKxcCpzlp79TEyz^qG=a@ z)F#-#s^)(Ye9sLM)7;gnRO^D=M)7GgCzNK= z{N^6k*%tI2nlN>G^$CNccJhcNNeDKtpics30z)dh@jIQ~Q5~~=C4|ex>;4bSj*N^` zuyi-{FWA9@V_)w=+7gPbwGW^J=!7uJGSnf;Ds_c3To1zf1O_ z;iSVa%d%$`dH~ST=#82-XmpVF!EU{sjC-f-5*4oqe8t01Yv8<9xeJvCV?{*B#x~6a zGaZ_bE-sXX^FX*OIQ#_fr{5|JO3i@W5X5AD<<|39MX#|RhM3uS~O=2HjXjQr;`YG^wn; zS-B$Bu8vy>F67ZKbG)0+3TG)3lMh|w#KbjoWYE`)w5I#~cqBYqrb(}9Ev9s54O>4X zyQBDh=TsB)o^4L*jV$#c$_)eekf=Z^F?T=RsVk8~hq#~5~^fHg? zJ%LK{ydzP%0%C$_ft0u~zfLh|45T^Zw=ZNUbZO4mL`8j?`!k$S>s!^7=DlLj>ME!zsjuNLP)b==(H~9tEh;kD*H-kR zaP8wUcYBy#2~yiPXgq8C@rd6y9{}mKvZFtC_|%ZOD+P*#L+UEFXm?g#m5)r}FLyW{ zTVE4}poVTEX7U;$Tqy=d&ste=FD3b$spgT52rn%u z5ai=D1}YGgqb0F@jlOm>5YFzo=#r?PRi%7r1d9qgHmka$Jva$V4qwmvroH%}OIc+E z`xTUvIuV90<6eQh%LWNwYt*izM0WVH0@N7ySWvNZz~p+)b7XPpE_ovJ@aC+_*0_9c z|J#rxOEX8>Y^{PKzuWRz}c|f*PH;`vV7YjK1)AP>SQ-jG$u+ zH&?T2d5IK_qN(&IIeR%NlZT6tcxz(x99ILi-4TnT8(~*7UanbM?Um}&V-el1*g#rd zCDS@F=8<4sWS8_-sDV+uv(j8%(itg5rt++2TJoGK{zv5?LH3**eV|wnv4~ZD-~!zn zjf8!!D`wg`Rv}|Artl_YIkBK3Xm;Bs?f9!DFJE6bN=YtH+$eXpWlm*QUe&D$3K`!^ z!X($M9(`mW{OhC?i3UT|(he3Lh8i(vN`#@(Bo0x=Ly|LM4hz3Ow## zcRM1a14G*&S~W{N?xE!`j@OWu4fB z1SUZ2dfS~*C;WQBe=BF4XhHI(1!A_wJZPqiQ%2%zC9ifnw&e>BPcOp7`oadFC6IN^8PAnXu5$C^eTFse_-qTyL!lX2yliE25b3KjKS-iwL zhJTDMb``*GrRudABi$(WPC46@YWq;4J>QB5AzrTgy@J<8UkI6+xorA31Z;BcM(rz# zxwXh?K%@O#+Me1*`(_gL2jNmd1$Z2>B*~upPK4Cjn`Cj&>zO1trYp9M_i%Xy5)PMi z6nXNK56fQymN&QBqX8nLj`K{dUj5e?S5d`Cje`(jDX0kBk*sDmWG#OG7h~rXD+&}` z(QDhbZQJ&{w%@gF+qP}nwr$&HUz)T@(|+`S{!UJ2GPCzy=t#<=O_B3iTjxWeHR%Xl z>(RN2D?|?jKIa52dMoxuS|k!U5xwFf#wPlM9zi-j5NvOV`J;w5`?B?fZ0?m%SjOW= zc~Y?R{cU3v0@A+&F>aIL+P3g$ZNQsiMUsie%POc-*Wu7t|2&gZc<*0|%id`U$8$Hx zKd_wqElj`|bE{f1KEzYSSDQc61h~kGIil7%^!&aX*U*I3&Sl>@c%pj|8vID&z(+)p zpLZekurTqUQM0^31of#)0tL%twZqc;gX1>qjlGNp)f`eIkgoR3SVSK+E`|${Gff!&{g2VKvI&Os1dCMyftQ!1=IF)21 z)DFa3a67k($*C^9lz$%

    bwS&|i=Q?o(>o?S1;eH>K9CG{ay<)t#jDKpuFH{n@5F zI?!hOttD4+GgGzYeG-AaD$=u?q|jRvu#_VrhohX{_YYuj;^SEGBQIC*>^=&Y&ouJ0 z4)sg()Nw0EK^~{m#Vz=>3B%=xl)^sziI@Z7eV8o?bTCw~t;BV~h>e6>LOyhE>N=n# zm}4a>svbo}4VzBYaSJ8rw8$rqGCEo;dx);KtM?;SVmGbpKDS3&6=vvG3g?A9w*7P{ zWV3?c(Iu=>yn}dE5`+=a6__Nt^{Ber_-v`~SI^q`ihAz9_i9$hP?z9rd8ft|d(D^^ zFnrGWPdmCFq+?+raN{3ik(+4`T#jXU2l8fpPY~ZVD5HvBQE+ZpaesoY>jb_2weI3J z4$R-`izxi8C8QwqpGhHg>JGbBH zTU47Se#l8E7E|T2=383FhL^$}>nX}pvdaf#$?q49^Wj9aNimC4qv1WdStPYC)U{fX z^C(6`Y92ymn2USRd>+tZT&oUSC56orpUTHxTaDGUfC~nU97s4Xspw1D_u7~+izbnq zL&J%6;k!6W&?+e+rN(j8{N+s?-%~Q!m+2Dkdl=q!{j_m+`ou@e@Or3o0q$m}YBwJ) zuJo*#c`u5}QFE&_W5QG)W}g*OO;|Ql#73uL0fl*1w&SNRsGk>X5pgA{N&BxnRf;<%DD;B8xAE5l|{VH&jP?lJAexGjn zi|0BI%E}*W3WKsi-8Eyo>C6JpaY-gBLYOo4#i6kaj$7C^0e6?P4z=rH&6#{z}QHA7w_p!BXb54{+I6e)cpXmo!**6xqA^+9+N4uj7&i?b_C zZ*}Suo$Y>-vcfbjrDr+4V9CWe`)eQ1K4FtRp5j+x1W!0OUc+U{`ogqh6ODE(N8~xt zFFVD9-AC>3S4pgXMD7O1*O7hkP|2~`pOBSL9k1sHTMMy5ypu0VzOIm~pl2K|`9RP& zEFvUWLl4OMi{v4gF=PC`B(m;aVizmh5cD7*KT8}O=r6rHWGqcVDXCTin^tM<-xMY) zUV%r1f{b`0p33&@3${#Be8M;%!X8znQZkA5IbQHw+kw9lpKHh8C>b{hncnSfB#a)L zbw>8Yn2c0rK!Y904Vd>M$p)awR8w&Bom6`Bf4{<4kK174acd@BRTNp1%6#z5#5mdK zsO`EZenAm&Z`MFB6Cb_NjLH%9W(=@qA8qvub}U%B(ey%5mqrot2ZH8Z+)Y}=eY@u4D^lHxFjAwGD-(N?Jqow?oJrqPJh2)KwfRkK5m=XDX? z=st<*?0|4DW;ny0($#nbxza=W={ScxV>IEA#)B<)l+%K-(c+_Or*ol?v_~*dxo`UT zVQpw)t*SQ%TXjt^>IS>lVfCIv|GjdA+C!yz1-A|ujgcPRd%ATL2UVlSYmm*NLMpm% zSms08ve|GVq(0;nBwiB;IT1?V6e>(if=tRC!pvs21a(;&hCJZZq*$0DD`TLhKrSqiE_|?SeN=g5D zB_4z4j(sX3#Ewi9h^M8pr(Q-w_s-bJ5Fv{G2%E9UnvrBz=<-GbNoqEkfP-iV%^*Un;sQ_GxZ4vfRh}kDEP4+sH+agQ?RyXC-$5vXAJ-eOiqoq6 z?9hycr@Z2>Vpau(miyN4E+aDoNpRpX#@qEa73wwPM|Jx&eOSJ)w#o zDO0LqQ_4Qua0SS8djIW5Vd7|K60wpN?i~c$*A@DNJN@kuDO+p0R+Gd4Jb$~>HWuMt9hit^s(PVc@Qr*X{{ZL{Yhuh%=HRXaEGagnD_WQ zF(%GT?Uv_1iFFYAlY~Q1PcZ4k0jq$Ihhz3NK+AS4!>-=r3=_&4i##Y`VPQojvYzQ* zbk5%bh|jDpfJyfe>KQB;mWQ`#Gp$xlPC7&WyW<6@;fY*zZ17=ad=yg;`1UcOzd>1e z529zZFX%fRR&SKk>U$U_7)d0Wybp)$kJ1A;uQ*1_pQ25>^*F9vAnlT!;xK zD!C`s($V-Vwrb)CeB8!s5_b}-+zI;4EvZ!)CfokeC<7p8P93N<{fWp4lran z(+H%kBO4O`ICmjmY>>AEVW6*MJk@l4H+k1H@KTaLT;-5RNR}+oBUmfDT4fqu+15>~ z5Fsw_*@3?lHuqu;r-cyi$Msnw+?-Wmg`#GNMDyT}e}_~oSp(<20JwZB*zq!C~}4WWAyxAlG_8j^Pl=8nVE5BP&=U2ROOVvYfO ztsz!V5l>W>Ty$KuDO;Sd5}4F&bn&aD?oOTNmq#tkOmjMKau8uE!RhAJuQ&3h09!s- z^v`SDY~a4zGhzueesj1nm*`2Wu2DqCwcSt@wWy(HMa~CMYLD}=PO??gLOns4A&oUC zm$U_;dT=gVl|mN8p~aK0$Q~rq4FB5{9)<~_T!@_b0-$v3GrKR z27kz!xA>GP^U@`+-wH7y%>o(?8X4ODl1Sh%TL_uNnFCj?BG>37XUT+Q)wPD6xUxvN z$r5e`v>(w4w{-s|U{9f)me0wQWJMiAw1*{{AnwgAoP1{Ma z&H=msUaqNZdLM?l^uOm4j3a(Yj0!wX2`fOKnQN>vQ#?6l-kO5$A|xcjep z7_$c+KwiP}BiGF{V+#VV6@#?48?4&xK=|;(;haiFJ zJUz}^g-OihzMZgs+r3SH_!7aLaM=%wGWb@XSeMTugxa@{N!#T4ibq=a`d0Y%J&-8x zJU}#xy}a!GTGcqema%$SzbJ%nf1y7KL3aE`*;OGHfr9rd-2;<8bP2~Qs^g~oQZ=z% z$}qhHGYp~{eEUC0x}cwuf@ScFYy=7>YY>6|U48VHaHhY8k9c8Y0glQ-znUT|< zofyFzcM!Uja$Bbl^Yb>*csD8+pk%eHn7~b`qPdztI=SUTtW&FU=L4G-&n^_HRU}=#4+H4>r#b3tCt2Y{AT72kYD%K^*E+qEP$uPa>Jal`4pBobvNY0L-&;EW~iH03P za)^r+IN&HO&VSGc6DJ>16OX^kqQnL{O}Z$1DK=CMOV~SDo{s`r7s@M_;Htuma=Ght zg<`q$1z5{Tk}FQZokpf2mR@?P9za#_FiclmB2_~EPU29DhJ>rD$H0%-u9P~+C4!~ytaqV8k6$!Y87o{^#VAHP_cZrd0;H58 z#epIjOw^5x`apaVrg%*2`IiO#J6%2vo{EsqDk*k|OWls=HlERDy7=nl!x`|0!7cu4HQyKk4%Tfy_Em*A=a+OWzN-Yls z0E*QU`DH{{)gBxLrDAqsbcNof6Dw$TC3}4h@#y^U!pr${NHRNKS(szqyvR@%l{cY>tNGa<``*TyCPcvo z1rW2Egg~0H`(IVy%Sd-@pyT0TYQs(#vg)7;^~$=~D}}@wW_qkslSEt0_RSxSaw-n! zT$@`e4^NG+C}hqh^DAqQ9Hd4*BZA!>w;>0Tgh)%-)S!zte~!yW)r)f`o=tIjuu?{v zQ|V^Ul6v8;#7r@CLt{`#$|r(x3-x-n^CN5B#UFx=H0vCJw*woo0m<5I7NXxK8a4Y& zY~9r1yx>e@0d}+9=1E0zUP0^`@4um*kp*<@^9d~J;%x3Av-5j(jKK%Uwa8~$YgZu} zWLdfcNx;gwIR4F$N^83dGBRuHO?iZUD_6~t3E7J6y@zZsWfkrSR-EOJj!{O9+4Ei0 z;^34R3~nBqL_O>5AHXvdeNr%vx$C1QkFsL)d5_S0LzEm-DvSCAecoaYTDCR?;cm^y zTCo)H2v-(3M4zha&ut8TsXo}j_l_V+W#0>gS}>#Xd?@3@IrIhBQ%~N*kCj%hP^teF%^@C`x47|2f?Qg^B}!GC2uW!yt1Zvn2Eg7T-FeufqbH@CaA zr#z0I7;SCxypW8l*aHl_CB3|&DLmLbe57mmhLKK5k5v-NOalwMe-_Mj4I! z8q(89m-jG(f?I(5uzb!jYavxct^N}HTK`-DTJIvhCa{$Gm1nf>y9ozTQ+rrwGK3X)xGqk;*Af7YH|lRdqNeChm&{$9dA0@rdX1l<$oZk#?B4GM>;pY~i@~f_~%24bk3)W*cl`|6yxj@jNr*l)<2{*i|I#odY zBnV)`Xl8F{Rk;E7LP{PLbS&yF#12Y@5?8}Lk)*u;+UTB_W zvTS&yZ!VZ%~!_ECnIz#G3?~}bJC>U3`)uRyl2$#hs{1V-)kdST;1S@z^`qE$C63{5px|LLMUH$PAxlU*2 z#A@U07D+X3I&1NACJ+Gw6Z_yD)QlU&CmnJ-d*8R8EBv>b47%ttH=*Bn_X<&Kx=^Dz z5Omlk2~F{kxNz3@@v!-I~f-0 z`kXRA>~w-do)MpTOVii8(P{5+&U760@NuhTqtZEY^~0NTz!WJfzM$AoGRCHqx_bnR zBYbke!)g=;cRA#Zk~W9xMQOil>m8lLwjd9sgxdmz-Ot zEm@LLXI|aOfV$#t$Im-oV*R1DYZNi%s`mukITqb}kJ4J+nyWvkyDctnTh`04UT09V zC|a@QF${*|lUTAxaos;JB47E~n-fJ+U7>MvE`D?g+f5@-2VxfLtdVo?`ch;uj{lo| zuQwibhJKGWg1;AryPDfn)CF!bm;ukR$c%EjC%ahC9Q{`1jdNd(p)F}J$y zpr|f>*{Pg!;U}^v=N8l{FB`d_&6{5(!@!GXSrbsc%!-2xCu6*%CLqgMKkjY$u`Yu~ zVnp0A-qM*LG*VcybwGHF(~x5*ZEx^M2BtJ7jjd`ZeYM+FxmlebA`!hn3&+)qv+e>J zfqpu!ey`={29Njduj6K46utvRHa+a?9lOV5-R<9-LxoO@rJ6wD4IHQ2QXn}wCath4 zWLlNta){=KLVAuAcmdBPQ6|OIy#aby473qa=}`k5n{&)TQEes^3qg<`H13=fd9#F9 zv>HCHOJE><6m(dmW`}K9Nlz5xaoz zdAq~=@L=WNSua>O!|<3k{lL_NJ1wFqMY>CXLJO@c#XpLIE?Yb8Qk3 z#msoF=hV1c$>_^G@%lY33p^kud<>y9R0>)nVp9Mw{-$X;Z`sU?g1hh@lFGq}6N#1# zp^XfMa@f?_u0#_McE0Sf54ij9j`Kee7^L zPQ2MYo(H> z{LZTGMlrWLaUg&`rYSy}y#PKV^x+|b zP}b7vrt_)>Ga3*QaG@a#_&Gv?v?ua7mkj|bXn!ls4rik-%!j~Dq@oycxp`tW02`{@ zw20_*4y?GeN1EDS=(zZjFP2xgjr1TA`rdW9jHz_ zD`7~p9H9WhF__1_;}svj-OeuH zp|;uKiN6ek3doauJo8xCupe~;0yTo`pySv!#jFJnK8K-qNsss)F`Mh*Ov$btL=4!F zN{j=j1eO;7feXv*I!kA9(U_iBDpg-0_E8!b0K>q7*y>Y6BY(GY&@jB@0v@}5WAdlv z{!pi=X~sRiPs{J}Y&RM6k5G;UNfrf8s+OXyn82h4O?Z~(@U1E}$u@bXUNYbV|DgkxeEF&z$^l6| zrh*ICm@oXFupA}gR5;~$9aWs zd&g}pNh5FJ!rG=gYj>;0eBEHiI4`GbO^gDa1Gx-xs2@i!?caYjNQ&~4Sov1GzHE=j z&qoHeedI`*JN5kKSB*(`CcWX%>1+^x%eaM>qy;KLcXzHn_ox@Om ze);#a>hocPX9w1YBI&hRhW^cM)kH(>etuy>?SYy1>v7#9?Wsv#^O{m%GXU4POs`LF3k+0WC! zY~UUAhTrXog}xQs04;jlgbXruTDTEZlg>MibrdLl%cNfTRVW>&XFtQ4i654x_9Z-} zf+)S;I9HIFmVIr~jv0$uOjB_SrTO}-lpTtWn9o)pgo@~dzZU!|V0jw0Al*RbgEB&I z!siovPNJmOT-&P*mgfuW56Z)2b2!nR0+ZlO*z18`YgV=lC9vfb#8iV8b@g|P#v>@B z)`8>kGCiT(_875r2tjGY9PopCQ3H`!&jYI5kJAs7X+s=iY3^aZj2z#rim8t1mu=-+ zMSJc7HL45z@gRt0u2&QT6OY>j(-~Mi_;koZ1&HpN#Zu|&A$^^{%ww4ny{tP{_3yq7 zj!`*++pt=#`}ha#L!hrJ_eKnSt}|GzshAhC5<-oUZ?+_E6Vbse-fsRc5dLCZ$G z@RB%ERK7A%;K-vwtu$ zjl0#ri!#JQ4&Z1aR|+gd;`^+16EIy~-&Jd8pU7I>h+$rR){!`YVv))y2L8j(bLS2hus<3qyy3 zF(T*WyGUUF>hR2}8gaa<6*7k`Z@CYw!39Y1@(u^ak>g&vG#$aldcI*9su}}3rv^ZY zOnvmq>+T6PI>GIdqAu{ksFc7J51h8$Z5oLcLH8=$9i5Z1@-v(9mc3y%2%gyAJS{Vo z8?SS?v%yBKl4~csJ1!8uAeWp&8tmk z=lQtFx1-paRyMECAi_p&XE<*$_f3`ei7$8WfXW^{{D>W2CWBjU_mhY!C*0WKgxtGd zdN^dK)L*Q^v}@8aQdeU4@qSdP{~`mlzs;3(g=DOY{hPAva`4hnaxW@TcTeBNHh=gy zAtFJ#?kLG#y|6f|8&bPlXR~{!QkqeZV8CIKriH@q!|iJ+X0O=7&?+evH1rC6A~NnOJ+mI?~*W0Kd9QHkC+uJNGqWEQVSjeX0@Pu6WEFlIeQ zVE4fI_T;HD*$5ihps#Z%b3N1sfIO8yTf8NvRcl?G)3ZutQz_@LzHAmtR`p`@66CIg zlmSfZ;tQXLLi1-4z$HsdS(h02aH+1+Ju-bJ;fpYqnsfs`xyO#A)9h;1yRZ2r?4fGh z-Kf7FAMjly=Vf^sKUFT0)Lx|_qHxa{_?1y&U;ptuFU@>ZxFPE9PfjK50|kUs9VRG! zR-U4`)j-Zb*!we^<>`tOr{%(eqRI=z9~V37c{Has))6j++{74Cl=w8sftUu}~t@64m+ProfgHnA#z4KS}s}EkmG^sQDMo{G$pNWeq zf$Ho18onZ+(1dB*4c&>6<$HNvEV&kx#^wjBW%}Cf%`Q)QUdm0A*zqqg29bRKHkRhr zg`Zz0OMuk;7j>pa>n=$df=lOi94QWoe5C`Ci~&^TTTVrf(q@C7BA>2vI;i66`f8{- zXV_0R^o{~9*diMO^mCPd&_Gm~8dZr)GWlYBgR>!!l`SfaT>!I(w%#s=h8qwLSz=>~ zv^PgYtKg8Na<@q?<2V{Ox7OR^rz5!d-3e{UQ3{sA7R}oOe)yl`eSV!s0n~U9#mp;$ z#DL{t*z4EY$2_RzK*An?Gg4v{r$&%h+0g!Vq2dB^*PytSa3i*%3Sz4TN5-O~)<4J{ z6poJ9og_iL;1}3@kR{zFlEqXOLAjTm+K4i*p0El|7K)B$Tfcz1`Qv{Q#Ku27tPK#f zoD3LNX6h8>DRGYN0tH$caGc+n#G|$H-?C2U-J0>^l z0dBMxEBI4BBmgXntEDi?*55fGoBjcI#YrDqxs9a=uol>a49LdiSbF6Zb-syJfPA^$fb(r(rly4_z7bpqh z&$Gk@HXWMO!XjNBMLJN#$&Gu`XHYBW{gfWQ^{+2HyhS-!Wz79lb|idnj*1eOXP2Bk z#upj&eMDpl#>M)0c+`)Lr85rc*03g+-iMZxKPcS#AD6Xct2o845I7LO{FHbc-|-}? zJk3YLYBkP~QIbN5o_mp(3}h0OF5D9!(xqq*vS{7aSCA zy1!N~!E>5NfTIYCvoLm@`H21%I#~Ys>ERn+BGk+zU$4~Pm{3(=K2&UeR#qg0a7FB zhCva{M^Wm9xbSR=;+qr_QTY~&O_;KiO4i_-(t)M7lOJ4f7!m3wb#H?d%u4&=ij=dpj=i_#tcr?ybqP8Cz0JJjtCe1DoFJEzlnXN)) z`y8ls^vALP*(Gn;HH*NOr|(IBv7~_=@>?=sPL&(hLbhT;o39MA&s*f zz&nn~7_RY@t8+p=0(9e)g+l<(5^OJgiXVC&41&9;e5g>SW#y~s(908Ra$@y^rJmX~ zA@l-QKT?@g4Lv2oVqoa-#b5_GaHG-lS&P_jg_PPia0wap@CLIU<*2g6vXf={Mfbko zp=Lx`Y{p%U5mv#l$-4E60yGkpd=(Tgi_5!QE9GP}O6S4e6c{IEF?dBd7lU|5OI}CV z4@DJJsNeE8tbHYPm%>}Knp_AfVCL7F^qi!UQYn{* z^}q_d^^m0f$~f8Mzc`V5E2%is*4p_8?EQrWyyZ}ODk-(B?O?ac@ zBRD_jAjB>2HCj|Y@ou^G=#NU9Z$Oa)6HQgy&GKzy@2IeG;np7w{cXq9!~1GER@ z+7#;Gu~IJ_y16+9q_!?Pr||S@#8b?SP#a_+vvE zxQNTp@c*a>V6QcPt6C^aRDfVDX@i5sM#Grym2D#BzD41GPfopI|Bm&BddPup0wfjb z;?kdU6G&M;I9&xjO|EnaHPDbv@ioMkn0UJ4U?Z9x6h=DcV zA;kJy9Tq}!WVRZn)54i3Pp?t3B)@=JVw;oA=b&5{j0?3>64KxSdS3x%6Hcvpfuan0b02|QU+&Y zT~h1}fTZlea{vJ@R!t7{5p5L>RgOL0!8jAxEaxL@Z)>}lP-+LH)Lut3%Qx+;W!fyS zpponXuq}oy)2eR8jFw`?%3r!@qd3jui1_&G7309F6dv@{qPSO0ZcySmgFkU(2c*^g4GnSK?>u1$8Ue% zg1HMRFeDFH8vTs`=2mY^U41LJ?Ib*-w3-f7}CIQG6QC; z+F@6A=Sb)0tLbMgzg#bc@{Gydb3FS;!NjdmHSa+Ie?(_LvI2*vyk8J z;?eQ8SO2KtZ7Wg)ev^C?PbVGSgI+t8W+zmgOH$v-W9!6kre%e_e7q#4)`N_ zy}dkzX#A-L1W+8@*vQKc9GIDj-Q6CU$jm!7pS81dLhn<7mLdnh9#_b^_k97;1o-m@ z1D$*E)qzV3;1}+$loUWi8u{Nj;Vw3jKoi#>YiPYKwxNi{$3ug-M0+q zH~j>EDOm8r*QI@9keizYiO`zHnhBu!%j;2+iFW06_9 zv)9-`=t1egkgCF|;Wp4roE+SvHU_u5vGY-H#rFU*e8K^k19KfvM!O1N{giG*vtml>vl|!sF~l>`0+oX9>@Qn9s;97{V#eQ z|DYcAEx=ryfNSf&N`SkTcY0pC(7&Oyeu9c}szO@fC%q%b^u&zZ$Z_Sx*_?jq(YX3Y zXXgI~yf;4JDJv@g`jS^gHqee=RuTX(5AL|fPUya!;dO9*Fo&Se#j)2Tm;qlAUt&0b zz_DHgazDYR+^|5X_1++_4x&z(0gz8 zw4LMITHmjdSA58^pXQa{6IvP=ht~q5V}0;BMn?z0v^5Tn9n40%x3AFJ@m;ecJJ<{`kvexBYsreVHnu-VTTBnhkHex!$XMfwrE1VqNm_UG zwwqU;FMfE~CQr)d@g5@#{2-1ZSQ9;;;1Os)sFFO8`-a2r7PYhPjjpF0HURBq zwxl6{U0o>$HHdQn#YC%#%E6kp-aHyCW)6fpOCs@S4{t*du5mOh-D9LUV%oZ8{_g0q zJBeho6GX4PfE(`Qtv^F3l?enh*c|_mt~QEBw-;X!Z)eE22@aEAKwl;qzO>ECf>+pf zFxP$K;ls}8Nz#wat;Wp?#Q^>ZKiWC%7o*D}TGiThC$+AAG3-C=5$ipODUbZCA-SQy z#xo^ZOr4Re;(_>TfNv}LqhE-%P)dveSwQOD6A$YW#>L1~eP@PEED_~IjBkMd-rvD> z#3o(bfiLHRGwKkrv+;XZDflD3O1O&IirMeNj7y>UUU`9)`(hx1DrP|bdkMqc-yo5E)4uaDqyn+4t^5s%O|Y7tUQ0!(;9hV_g)4w zUN(9jAs$IcnvU#s8ts}`85^cP)hf6$1l*v_LT*4{wTPZ7XlnT&e$F30X-hz0cZO$7 zpt-Rjq$pN?EDGG8CS2Cv(zHfDaMIQTTX9!HG_qswqll%u8%1RJWyu)@*F5G&tBN3= zEr*#-j03j9Z=-z`g*o^NDBuxp5KVIKMkOK`;M(+oAVHu(9ZQ-s+ln!XF1jS@ z%I&IQjNW_#p@q{646q$lx5)h^5v(4!VqbneJm&$*2DUDX5tN?OeXbn#omyU<2_%U6 zW#jZHYgr~fbZWUVtyy;*A#i_tHVRZVwb`Z(jmx2j{=8%W8Oeh2l-pD~th8)r{qH1r zAkQXSYa^@ldouTvIMm$h9${b%?1eL#R1L!b%3I)dAZc=ji2Z@S^&czU=06QWDv)TbAuC~zez*Z&}Jo=aX80t!4~orv`br1a)fMpgTH=;aSW0Cl%t_ni$omfHcF}=_O*ZmlNXm8 zga-wt0xS^Y;S?-2(1&cNa;*7V9C{O__xSdQ>ZFHjmI`yDDC-{tJ-6Pd*@UVmM+eK+ zi{OxeGa_s{IR2?zFqM_MuaQI)pc}n#%!-o(5BDPp9Z&NzNA5pjyNr|>HS(Vth>zi_ z4HuW_RtZBtePlJn@%zC!=z_@`oI9cNR!=O&Ieni+GH$W6p)q`$?emwqa93RQG88hJ ztsYUNpt+rd)wZ0Y0M-}K1P91Jx7`Hj#)5$rC=VFFLTmM5&(xNY4-|pt&)%WCizA4m z461*GPaA}*06%c^kVD zxXUV-k@pdS={+5oIyH}$JqyLd&}TxeW!zkhnzmxz1{B_cF+UxNFLM!8rA>#|70*a| zhMO5skRnO$SFhhUo$W&{dseiEk3+R<~unMVn~~E#2=Q@rRpg5_P_5LASSZMH8c|H zC_kQyRWo&}0w#?CxBP;RqzJQ>m%`P2z(XH9j>xnAW~vrX`K zd!x@{!;EGA$%H+#hW}8g2t#W_$g4n(>bUULmdBb+c|q6H#E@6i8(>O*Z1ir&>T)N0 z23)u{&>(dvb^1F!k3An7&t)VHANX+0PjJ~UGg96c{a&N+T)HCA3kk9^wn|b%d0BS{ zIz?_EImJG@TVyS(YtzWZX@(Mjx=N4nCJ@e}afu$oQq?CF#Ow0Csl9h(l+C#mfZEk3 zS}YC)?m0a|dmvj;0i(Q&huTn8H3wcu{3%5(20Dl!3yGO4>cGYc&|Xcr%aq}x?Z$*W zyW(N}YoE4C(*N);#*s5koWBX2#V&ul6RzYBOKP44;_6xrqQqQ3Y*MFx@Vy@=ngxq; zp{Aaf^46QdF{1ulA~{$if^Ysx!A^EV8AZ;DN?)F~K!P zE_*h-S%Z=^Uz1`XPz15QCH%B060XsZ+1YdRFQ|F%`5M<9H*ueidx4uiV8~4eszKeq zCll$Z`n*@iv;gtbwZa9dB?^8%cGV?1PYAiHaqZIH?DLwJE814bQL4ojGtaVFh%^pr z1=0?P1p9JUmbQf@Ww5NCU@dQ4C71bXIZ3bInSM%SncCfYVm2_Obk0w5E`MmVyn7d!{b~8b5R_=L_3tXN8jOD_*=vqXu3RjBoBCw3s@iWPf z0%dbZj-8SkjI!X=cB{t}j5Sj}K`T!6xux4mxN*a#;g8$pUTzwkfg!}|tp&Cf(BU-w zuh5d=mW)%436tbuElGo(WbQ}@y3t03C{Y9|hzp98SxjpY$LEqWcr@uB>P7mSmG`I5 zD)f;p%qz}ldz02sMyMDMWuuiyd(o0o+Ph(N>EkQXYJ^7zt*cSG=?fH>=UGik0n^Lx zOgm%+b@p|(#Li|z*>u+i^73tyL~C>F^OvEU>;^jwxqYfWUaa!%SjC-*|Mnboc0z>C zhbN&Sk0K_KMfeL6E@x+f?(LdkLWtAeG8TqWtt+B($X>2)2_@;@b57#NfTJICWxS zujkLs5J6SS?HQRkou5<7MYc%S!Dd6W9i8jx4Piz2&SZT_bn9D&aIgQ1G+eF7DBfg= zK`qW=rC;)Cj_>CMuKbsuOscf>8wg%9qJkR63`Dx@FDCO4;8K4bxpL`;2UD#hxB+{} zQ|9xnlxD(wqZdcJiAYACtm2Rb;w>EBWfaaJW0+JCP;fKej*oCkKK_{%9ZT_QKS0|h zf>=nEx6_AoL&_im@9v0K5zcP9Z9J{l1y3dhq4?EpoyXLwGghKoHl7MNDy}(9KT-iM?xBM6N)0F6Gfl6N1Wkix$|n|Cwze%(YOzwNK{OM((!?L% zv=kjED{HwdEV<9xWX(03mt>Ej;f)w)f5}QgG{iVR`0%EsdY;iYaHf zQj%CW28orfuj)-?l>{rmQy5=qX%mR;L|(1**3raepEJs}h^<6__C(ZSKc9+B+Aod) zCWW{2uzofgqaQ}w1p=T-5* zH4tV^=kt7V8kxAOx-DtM?s?noMW9F?S^D-p$#JYFWkl{gOgOt8pBKZBi&K_PpLqaX zEl3;ls-TBm*k@M7!2%|Bthjz^{;MNbo}s?6Ngzb>l_g%Rt|?J77HjaWx^~$`(4?m9 z%3l!?P(iJAVFYb6SEogs)~x>kWk8z0M#J40=;du$A{#s8 z64u@i&X9%sZR#{x=%0(AbaG>`2}n2YV1)v5rvU|ova8xYuZ47aB2z{(V{MWHh_EI) z`8NB1Kf%}P)NrF)i+1Zw>nTz4Veo~1S;6_mTmTbF$8(BMFE=QxjwY=p39pm^WgUuH zKNv-%B4brF!tWC{EUY^LB^`9TN;0xrk`}v7S`W$51cOH)D8kG3>7k!v*Z)QUOTj81 z-PT3Q$79NHq(S$pLqg10!s2|mn?#9)tHMtQd-2p{L{n#$qC{vDGFdAN$i=gPYB{*# zC^2MfLPkOc()F>XkT;#dXVo3%pLjlw4r)I!G<&py6N|<@AB`lw@=gBfM=Mx|pvLeJ z7(PI>PoDx|DpjOe8ZB&X17Vi|6PvGIsl&scvKF{+w1ruQ&e>o-$2RPb>&lRRf9X(L zbL<~PE4ah_EIrg4c0m^rYFuf~Z%Y|9T>z_l-NHxVblnZlaqmNb*0mS1>;aBh19)uW z*v-(nRcXGdC`4q#;AOGl*d*W&M3-fY#6{iIun}h) z)8D8_dF?t8R#UXeTl$g@3aQZXrWAab@@Rq5t_B?5N~LdH)PcmJH)@D0n~&g05%s1L z_N4VRLypZjJM)QN`C+?vH)ooWY=S6X;}SGF(MPTzirbYu##lzv(G^mK&LKY*>khK6 zh@D}7P~eemiKqi$ovV|n<%+2^3ThM|L}N)%$gwdS9^ogYPO!VfVs`t6Ot*Noy=vg_ zB5Lbpw^(zI9L(4?W$STi$Q=krNmPcy1Nhr9F5A3Q$gZn1e#4I$8F#g!0cK!0@6qU^ z5}K&aZ=>usu=0A7;2Z;=Myj5E`Xth}0R^K^+o)m)inq2-t5_t3A5p(a3OL4fOIn6A zzdWe1g~u+?QBqXrBaNc4yJKM37-@1k*1xOI{@^%>I5`p_n;8=g zNj^UhT~Ao3N!ZjQ zfhvphx!-`E%{W1rx7}=Rds4Dh+E5W)wO~%u2oX%K#(No4LX#kb!lUQ4z|6S+EMvur zNc#oUeoLZLL5SGg7H#Ugu)AX|)uB27fe!}xb8EER4pQI0owb&X>ubD+>UIxVHtZG%y1hGnV(BaoLXtA6qA}+{=9mVJxU6;YQ8ocl#0{ zn>>Fc;P+c!s0|NJ{Pn`F4K7)Ktqe~AN&DlLfx&CulOug}tIcYuZ<1c$M8;(DdPg$j z90qER*0U0v-F%3Q5Cs1(pC)#>J2U%s#*@d;a8;D7A&%9=!uc$H7g8dt5H@~ieonmXHuD*o2wan zKLjZ@;=)=(vA$rSq&l{UFTqfnab@Jb&nBXY;59$xv@kb|Z@y>_Q^iFh7Kza;U)WVe4q39B0Gh@VO>6w12z2#aVflDc)b9ICf$urQ-!KlIksbx zT2Eb0t5#qwV{v?hE@ay&frgr5y^fYNL(ELUQ70JK(NE4E$fU2FVyL@49D8@Xqk1po z@e2_S^@dzZR)P!_!qp)HZ!rZ?RZ`6smz<_w371#waEW;Mas2|LaCw>;ghxAer7%n@FFixnVgu<&kn~@@MYx(T_ly*5I$baD> z4AuDj*ln@B1@IR_70Oe}R)YtFWDMx6IH04Kiit@^Y;-G;?u}tZ)p}kbh)$#wd@gXb zza|m6r{~dKi-TTl4q{>Jg?{{L^Xc(rQO@ACRlsOQdoPz!c=~)$zD4|-sA+`v%F~%g zdUD#1v*|wFXW2XJ-BDF@>HtP3UY#Zpd5wU z+IRHr=4Mv~HW;8ol@}E^O|2dK_--14HtYKAS&99i2`&dliSoFqQtFbh2d=oCWXqNj zX1d19COH;v3~t~kkx<)x`|;b1kjXCw!|C!CcV-~yP&HVOR7zoyc1&0v=W(3ER|0FX zeraUvT;`WZ=fR%H8AUU63j!z6gncM!pp_7~t&&q4`oBiF2{tjrEi63J?yMJILnuS4 z?GtOb59NfgxAAl_8zJ?UxeEsbEpq1ju}pcJEc>Nw*t3P_{02YKppN^&-z!){B76h2GX< z@})|b0$j+Ibh-JtFq8^ofQ-MDWh06(&ROxFuI*8exfEAK$=M z_S~AD4nz)YkzEoqn})KQar6l3De*OdVnPA;1V!MiRD}51sE7_^*2%lkO-iSL_@4rCAPd~yT;rErO z@M@4Wi!^_UA{pJ$GN)TcPU(^F82rX|=-4QxL`H$xQBZTCJx41Fx(UlQ!r(T+N96(c za=yF!WQ(Fj%_pbf5hIY!stj%I4o9ndP12{CYPxE8OKjLzC&Cv$e`SU(QAim=UQA2>B`$s7RCXcI{46(}>Q0W8X@5#vN6YY@v;(VD%s|C6$t#t7 zWQG67wR<>x^gjDTbwlx98k@ZT)YVz?>$qjew~pB}#QSOIqNZFKjY|o9#t}|A9mq!< zi0iceXl^O!2w&Rz2och@_S;YQVUpme9@K6I40gf`wBpEWL=%)+nbVA%!ad*vsMU~d z77y{foiA$`6>xcUC{4Un>BvhS61(?jWMZ8+63wF(y=)#|RlTOGC$Tb8_Pg7Tp7wd@ zx===WvXyA{q#s!);r*N!lC&2ycPKOah**%$Hk|6Z`lP$^Avn)Ji%YbNBGU#mj}0*y z44Q*0Mw9qc#I`hV&>y-?B*SQZN&rDG0*AYF4Rq1W?O=V>KyQgQ9h!WlWZ9p1H^{tp zk2D>h?gB?ug8ZrIQ#;8U0@6G(@Z)c2e%K3S3(3KMb9LcBJZfRlVM1@AO2)9gyRg5* z#EZBN%{nY_Ql2se<16c){&Jxu%wYMpeZaJzuU~WA69#g-G)PYw> z)&C-8M1{=Q)eg0!=1M;)d|r0H;@#N^7DEVW>iP^DxpS@Zt({W8$t$ap8eafHb_uQ) zG?-%P`B^>8M=^53T%^Y&KRGA^0JSON*Gc#hCFbpwuWM-oE0#c#JJ%Dt zs*A7O%Q#{8N5PktFMU4_Ph#t`-Cp(CjkY?F>sMKj)^5GzZ)E^KrB}=A5w)O!HkAmu z?r^@MJZ=U1hm!I%nLYLRr04WXB9RfUGQMzD3W)PyaZ+bdQqRaE{k(HULL18|`Jb@v zu^O-EZ}Q>|ZJ+glk_%3lSa5MUWzOsZNGX$X{=`Z_oaN{x!Mrs~dLn!Jc{-K%l{3wf zn@n(N5!B}!Ckd)be1MN-qw_3Aqsi34WkWBijwaPoGOge>-jSo7c~*uMSEZnZ+Zj5D z{(xROjD_aq)jN;SL6{$iNAB8$#}LZD!HL4FVF(pu8bUIhHl3j*4ma^I@` zyc$KATZMLlPm7R^t_Pq|5&y@d+9}y!VerzzC0w{Y-@$O|8TJzB;PV~~4HG{@5d&}} zL1#%f?I6mlXj6Yf`PKcwBaU{4&g$4A_G1aVj+uwg#^Fb*E=3?78E$q%zU^7|qgcIc zFNce9`&-D?o`659$#0*5qp`)h1v$LAPMF`&tv_NK^(>B@=e&y`jTv}82s&C5biEMr zcoMR!n$Ou1!GAVDyWGiCPVbl`jdh0D~4KH@M!fH-rx~rcGwHUBS1}tNI<>(?2#p z&2n~^+E-!T`k8Wc7P3uVUjmk>QmzjmP3i@MpK*f{qx1z;2~E`1=X8=M+W$S(^EVA-B;tBxA2($m*J3+ z-Z$`_;*WP3FH>X^hOED)DjL*|h&xPVD-7H0xVp?mWb=T?2f(|Y!K&=6fX@I-w z@5Wdb$?}w;Wm3z#m$BwvG(6;%Gn}0co#`;#R_*QR&hfcNk(Gf%7xFng&N51?4KWXR zSRBD|Q0cqFUgmUwNWxz{9~c;z401tc)3-kha+g`eFo1Q171>v1WBWBp;hq{Ni;`}~~pO%VRayuM6`Vux}vx;pMqnUbYm za0Y9M9Y24YaTaDUNm|#dv3`GSMrX&2y3ksKWYB<3navU z&cct)*G0ZLUl0UmNS?_d^EP;Wx!8jL5QuURfJ>RS5MC4@hL$|g7Z3sw6jTfuiwY<9 zvN<|NZ1HKvC7*}duJWP@ zx+8{yu}@R5$f@+my4U0ZYd#ig88cvY(c1s1dLS0o<>vcj=^Y&dTP z#NE)Mu~~FY(GxG~ui_(?8HedSIN`8uZcJIMETzgv@ci1ikd%)(krUaq9NAjX>Kv9X zI2Q}hcG%>0t>smUSL{ehv&bB2n{%Rl8#TufvjX=o{8gO7S}QVBlyo1!r=)K3h*ET) zy=WVeD#-gcF$K8$VBKqknxA*Yqj& zD*0fbW)nEj?N}c3X4=_B(U?)+gF2loH$5K`_rLxKM?F~lOAk5sd9)wh&P$TJWDKp0 zK(%rJSE(2!qB}%3CAueRm=W=+uVDS{i$E^U#_d`T_d$k<|LB@)YtY`Yc>r4$-a}#s zw@d!5Ju1Ce;#~&%X9G-D!~i?jYR)Q`#9M>QTI!Pq4ax%tb0xS{Ja~vO`33{}yv!&H z8Y{#F$QBk_n-QF|?q!-xYAn4Q*!XFfazr%VAlS84n!*r$Hskq%>N-($baATk7_E>k zmiSAmVkYbXrn={7_p&X^2jXE<)pm3p!QaTc$BOl$d!4Z{hs8?E<6X=Hk6sb6gXMT| z^vcN}gJ_sD3EI_QG9Wiqps+|8wO|DFp?78OmM4NAs^wq~-s*y0K0s+Kkjh?Ub52K@ zO>djkZv^Sc1h3{r#E}t3ZXk5QNg~xeX^gOw$opm0dNtxoL;F?CaQ@82@L!MzV>_L` zexGg0{ep344yxUO;*V#gto)6lD1B+Gc?*Q43m-0uqqP)&X!zwxCTS%c*$vqsJUp$7 zoO#plT^5#SUo$(|002;)9h!(PH=*1hj*oEnF?YL*{bG}_nuOlx84yMov#N=A#V($skA-LP@H5tQl*!_eD92w^L zOMF>vC-}k)X2Vt_Sh;x2`^A27XJj#~<;MaXLlp6}gLaY*xe0-fF&|R&&IXR4?IEA@ z1~a?GsLg|5WBI6|BK$aXy7sg=x!M~9hEaXpDMbU6B7$od&bDw`4I(!qg!W0_i!v=|jMobAg2h=Ma%!Dm zLueAevFtQjqsB=R4+V0>qpNI8hnq18*$~Cm*)S$}3sJ*{^-%>owEZ%JuEC*pU9dD5 zFjLN1gQ!Pm=0kOny?*(PuJ&QxGqv;w7daFda*}kbDo>Oo&iw+MgF>0B9AQ!}*_lco zOBD~feXP-(&(8Pb$AhaemJKykW|xHlgU1Q5Eio;kVXj}{e8>s|v#JP{jkc+ulvA>8Mjo=)zX7|r^p6C0- z+U1A_4u5OUz;4b^i21-?$umZBMu4}pF0-Sm7odJ;y(+x4Yo#{`Q;17PT()OXxSg*T zzxBFBh)Om6N*9k?Is@akLa(Ew% z$BNH%r=Vz?h4ke))u1nl#F*8U`M-9>_;)UKj%N;4p((o#;^lVTWwOWo%$}AbY~tsT zH>7hoz5Lv*W6$fw`}#`%VNV!>C9HZnV75$`Y&bG=qSZy%_+DEpo*3DTAw7Me(0naZ@4uT&a ze<3uBc;G$f(vpfRT3A)@_AJ1`lYh%>{(-kj5Cu2XG9h)bsrPMEFP9H)JMg&SuKY); z)P#)AUR;R%TTdZ$cbd{-7|C}L*JcXH(ETe%>`Q@b|dbXw= zag5MX#}qLexf>Cn;}Ae00+t@g9b}gZFYQ^ z`!9{KAchaQVpA)l2hmL$k6g(Res3GS_6{6rO2&d)qFEsER}DH>?ZVaIF3TQR!i`&G zb*<{y#im;AW8+F;a4~iOUdZ>pl2mz#aaw(zRbEcS7I$|tV{zz)X}O){8S}>_Rw%ZqRLDIqvlj{IF&A6%g+uM^7SCd#{o|LA|E|drLzo2 z_p`JCa)c+JL}(cho3?oQ7N?;$Mi8`!tXdR|t1&fjo;58L#S~*J}#$Ey!I9~dj1jdEt7jnI<$>H~kz!BCS zN4+9y&0ttl+=E5oTTS--&9fh+LiPPTrNH7+Wx{w zm%x?dDGbosOKgIVIbUZ`JT%b`tB^mF0ReK`rw;a*0dm%SnkR*P!h=qnN9sbb zgm5Cu$AGWgREY{&Yni#D&P0OFztu@6*$FNDW(W(;ts|J*8JD6<%i2qk+G_LbH_x%a zN;Zu0_F%Mw6_^6&7Hvbq=Us;(?JT1lxJ6c>O$NqqON1@r(FoLS5_Dbt2H!;&Hy;c-P|T55Yr7g?~KWdc;&Yu4@xmMgr8fAUY72 zY};t@2Cfz(ea!MMd=8ex$(bY7+IjKQU{x-0< zTxbB4m#kmRffJ!|-QYjF%9m>D+(5Hi&zuO1GCZ?k5Gy|qY*xs~!E>(bui?%+fPby@ z^ya{#DiKn3e}IQ|5T0jZ7mKj4(DY=N*W2+m&=Nt+83%sNg7=@5@9co&@<&VTIrsg( z2Ei?opLAVv{@9mpPTlunP&aT{mr&Gf-Lt0KquWO&dqm|@50wQ_- zpuBa=HM6vzKBjx#H_^%rzQzZ<5H{pVzgzDE@7+I@*{$s8#~-0H1ek8}xynU#y4j_m zDrU_8JZ;sM$fqdBc6i}2ri{98PR9n4f9H{C{WPuNKAGRkHX}xZ<>tw`nc4i&N?VVr zMA%XX%WP!nTZ{OG4>mO6Ap|DOk}47pKzCYhriCATvhT}S<;&t}(dq}CmW>{~`AsMt z2K|T^zjAo`+Pkhq?gY3m!IR3iZajr5^wQ_HJD*CLJ3V7*0I#Csm}r{kY7pKuc*=Ro zb%oRm`WmeU7!Opc#+_b2_+e{Dc)O^SvFnba+2X%Htygcdv*#H!)2>5N(TDc%eV|FR z9O-uJ@JV0)mUnb5=Qp+avM{ogJ4`-V^Ch{<2tqLQydBGGA*U*vcXojhtxD z8H;;ylDmV4Ey_enwb}5qn_o89xpm)~FLdvW4u9skmpECuf3k%eH9?^|JVKFIj}~$X zis_nr4?U*XSVIE=wfGn`;zxz>RW%RrTCc1vH&wA()F)Y;V;c}C&&Et!Mb zdVvzLuOsCM)Dy76tNpRg%h?temcN9u%#qw7u6Iyn{WX-TC4GC0yOQ$A{VPZ<1615d zqgEwViwp#*4R7CPHk7b)uAla;?6LB=Es*7qA|#62(hlghHF9y3B2;3#B7FZ zTUu3~ADPE76!B$8PS9v6JX(WC&B2O{&DBvaso%g6NL;9)jXsgrFlpVMFQr9+&aHjU zf?vpIJcNxE?}1$=t}!!7ZV2bDEf;eeIp{noQ;nxTWQBd*A8?z8+ys73GA^Fr;VzRK(~mRN(ngDB2fijF#*YLjOB0Rdn61duoAIsp_y7 zUgAvH+&QP?#-PzPsdn$$hqd?pbO2gbZCNrxeBAl%QiDg|Zt3>^^|=4V)#>$&+YKD4 z2XrY0cQIAx=Wz)B+F@zZFf_NGBp=SNL1|7%* znf5}MuriNi8$OC;b&4zFR+8e+T9&}>D`5?$=a+3Q`o%dO(1JI0fZXeUm|3tq@`B)D zY?P8%V5t7kZr+1RUeeH%X;n4FQDbpsW$eGed)r_nE9>T8=ZU)%m8&sK1d}*>=*?CG zI&iP%HIz{-dcc!lwcQS^D}E&q{iJIOYa^Rb2a~_-f>UFw&kJ=elRwUu`eE{9>DW8WFIkP zM~4u>@DKSl!lhcs48YWI&FtP{>rGqAy%$ z#qynT=$%_Z?X^L`d)qyFB>j@pxWsbe z$P)NG&E^n??yA2j&3N$i0B?|M>t_JpC3AIPvM;N!r0(T*YG=eYlAnP)2l|^nt)9V1 z8^pX%Z?b+cW^6|PAwAh(Z!4s{hwqhC?vd-FvRtCrKCxZU3>6MVVfF*b2imi|k?d8$ zZy$IANdaYrT|w4309Q`Mvu9Q<)ua8j?N_Ynl;c&q(YP9V#n-EwJ|n>tt8HrsK4h;V zbm!Q>w2ln!v_2R-qV+@|c3BFb)&;rk$N*e^^vhlJ(AqI8Jw=I$S@xx^$u{n_tdFZ> zT&aqzqj5wcxYA~PQ}ylW@A!^Qq|&q*__)hnxEz1U9LG9%8$8QQB)vWK0go5TF!}oz zL`-q)St@V>ai5a%r=72$Vui23y$Ma4isKz5;O^A&<*KhNRFEiNSO&;z)W$AMF#AAl zAFbVqAqL8{L0E20-rUr~o%)$C7@dit9cmI(cK&|Jv{q6sJ^~*4)VFH3FxDX0?@hd;>P%w{ zD3J>4NrjCtBs|Rx&7)bDABN^Wp{3Wk@?_74w1(w=KCXFx?4we@*Ot>*w-sHGCTyLf ztf&{^eL_n7^@2rp`#pq7Y=qM_pX-1I={$p0F=) z&(Dsi1RsGZL)@;pdp_mis|<(x&PV6l%x0Wcf@55%4KVLApGtfSEd|0s!$nx@VNIDY zd?{tqb&hiqR`CRCQI^{dez(i=@u-bSkwRYqmY?e;G>kFP(`Ra1W+^@3brB!m^q`b3 zKv)&5-xLwHmNX0NH-In<5Z7S&Q_~6aQ~{4GhtrAj7N-r|q*sw$oz~qyG{7Ea7q+pW zI%N{({eFNre95Md$``8IzrIww&{$d>=4+CDCd-(l{jC(K+9j*u(c0F{O?yCUsK=AQ z(>|N_ocLteixn8q{c>nQVveFnJJ%o)Wv)g(CErW7`-N#L2t#yPi?#7dW0Dj)`PgFBP z#7cWT_&C)HU6%;~7GOx}d>HF^SuB1OzC$Y%V4UExd0|iJYe@^>aNE5O4`Mu>v2!N% zh6vTK@Ge_@3reuEJBSjtos33fn2qIzg$%+kWb_%Ifc4+D2z`7&1_L6Wc5sisV`w;= zM=A`+s%tuWbCEgS2&XQ&bJ!4}ns=VqyEM9Bx;x$#L0z|O$7o<@y-*DxglD6}c#o#t zBwzMR_W=8FxJQIxQ#$RLTZLEaX2TYs1mWt(2Y*ttUX^rYUp=-#G{E4oph63sF_7%m z$mY_HQ}9QW6T}E&jnnsP4Q9B)Ic*0=PFFe_3$>Z9fbY3p226}(h@qoLx*JFgB z*=xMtO-v=`WC-$;mUNMqyt28Y(GysZce(_S^b4GEHMdF{*Gb-<=LROaXl6sN$(+%D z=Qy}>@;=Fr8q;^~71IRUi>1H# zdJ%N5z^lwzJX-G(!#?p9rRq{r14UzV{LZQ(9cNh-#@dBd2Zva#x$;6{v@sRJ6Zrsno+i9P~8j1QA$P& zNj{xROcLGx>Fg({#K-LvG=J}QQLmR#g1GdiEo82_jSGAZ6)3K5tZCeaX5P$io&<7o z7GnHPJoAG<2A@vZwX9mECiDVJh}-gU+aDvnxxoPch% zXiTwZN>Q}No_1LLq|7@%wHa?Y2tJI?MgU-ys_r3zmYHyJLO1fX z?VmOiNq5d?JsZ=pLrPW)H7w#(FuW4-LH7w;*5cB}UcT)mxT+=wPM@{lA=~Xo^oEeo z78}u%Oe?T4G8_j6OzqQB#|a)%2;`21MWk-@>?ATz^PZ=p_+ju1Jll8vnv|;#L|*Fp zD86_hApE&+<4_ZEdUjoFV?!k|E!Cbx|525DqEW9V4@!K}l|~R=iZV(PT>ZL{1l;sn zqU=t0O5z-ld_?`A9<_uDunYTv(4tzz?OH4 zL51119nHb6H5K9fj?nQC=(X1R&~SOz$CLos=X}%u}c!xJO&?>tri!+>ct%S)3LT z4|@_Q-7yWmYFE{~Q!QA$Ay}6J#3DFl$FC%mCzCpnbb-kM!ar57QPvb-F4eGf9somz zLp=Rov1vrl`W1-?r1eP7lsEAkc~S1K&D8W}Q@$I+{+J7IQvD?{tI9^18kG_l?_rx- zku}8}F5Q%M@=(=z&dl@w0vQ+P=r|&6?S6NtwBWTEEFYf%#&_;NbrW{oVC;>OM)5)d zCnAwp-L_0AGQM2E@lHHF+zR0!FXeuUrv?ISJGIXCSq4?%0F z+c_NWtnDpBfsKD-EnI6H=6e4hA$$VpI7cdv8kDIX%`O}ET$n2{eT%6NKg5e4cX=#` zXE*6NusRr{qx(pEFu$#Q{icc#io3ro$c@N#lo$9#RPYT^pojq;JzV3X=M89aPyLNw zM+Qc|CepBA!ebVW$&XM1@GU-jH5vt52wYL-O!q5F*(z9Nie)t-$OT5##m+i8%_7d6 zFFjiV1L^t~@}0mAlUr$=??R=O&P!#;Y!FVJlB6k?Qvi+Y9v=73tn>yy8-~Z##GHfz zSG;K$5I_r%ro5q+d5>&hRPbL3$~2!~^vBUwbcBz<%c^Du=#sMJ8W%dHkhaM#Cn&8% z^*ki_GTM-^l?T@W1-B#?Mw@K~Wtc@f6i?if<=rnca9^p{&$)igq!MPckX(kP34<^V zGjjc&ixRZfe}tWkK2ufwKZe5FhwOI~JeLxRDfWgL?+u-nHMh=V0hE?5L4(7Cjg$c< z3Uo7=l=&!&F^-Kgme1C%GUXcYwC0}5lE1ImeyIVkn&m$}$ysHSc1Vnpr}knMngErq zRw9G8qv*y7zv} z2J;H@bs~a~)!shBAjcWDI+sNJ%V~!&^+NGW0YH^!6#3zB0LnoVdGkT%S3)Ej)E}-( zwv(j}B>5%tsM`~!yp~0Udi+2M=mRv1(mY!)*ad@`G}|_;j~c&Xr;bD6BcOMC*2KXS zL6}dh$wtED=bcYFu0#qSQeNyQ6To(Vb&k$tM5mP;)@cBTcA;_ykg&FLE8)m1I#8iS ze;YyyrXJcY)~UmxbDRMvufzom+O7(NG!@F6Whjqi`V=L{fUC{a0g4MwVXK0pBkPve z|FHg=YKnLn2;HgdiQ@5>7J(b1U+P-+Qwrm~tYYF?ilgxr0&3cvQvwEaxvfmc`z16Xmh4LSLF5)g4~s+xE%R%>^M(?8y|q0h z=7dP8bZ*GK&0@_?49Tbj-!w|l%A z{uvfuj~`eepAi^Z=P*Wtg8=`Uaw8|FrwA@dhROKDz!HL=rkjt4`=Igo%=Q`kp&4*p zNWJCfPnO6hbgv~6*f-l#(ZqZ3oT!(&WITu6l*%iy3jp94NBxMCaB92SJK3T_z$qiC z?4@Ed#y0A+4|kmA_pGjdSy6gpdQG(YiIC=0A0VRev}P?u4EF*_En~ct^)QEk$BaUL zI=AEE--tX##aBS}|3Y1v#pc9|P*&#wpd*eliX1_A zf(C}f62HfcLVk_~8=2`{AX?ecLFu2DyR;TRT0@|Q8jv&XcDG}w+hOzOAemylGzMil zm}Ngfp0B$Y--f<@n!xG6?8f;LufMwSIGe6TvY4Hq1XqDUl#d$*p}3$Xv&u((OvVz> z+>HOS-EFcBQErCuOo3)YL_ON}0z~qya9m!_27Fq0)QZ%h1Gxp6D4d$5jz=c+oB6?t(GEkLLtsQ*iXyJCsY%v{#)X;Ik zMqHKPThaEm1FuZ+&NX&Gu{#V`Qzl5I<3Z-*cBVd#mg9WKoptOoVl#}i#j3ZB?;B~qA<`FO;)aoiuO@^VCIx;uMq=+~g7w7YV=qo7;=u2msOD*qW z@F!a8M;SqA+OzK>EUYYdTWMsjrGHi|mYkB-ZW9msiCE19MiS`jT&7+r_=R}^Punx! z2gW)Q^$!`Ne(2*io3wrA=yGYx2a&VK$~01{t{U+>NhlcE{l-DD1w>s36sd}Q&lOi! z_*uQgh`0N$RZ3zH{~`&LFirX!rjQ`Z*6|mz{T{$IDVyyr6Y;&Y6oh=2=X@qz1AKRIY9OJkvfVt*f+;uCmf- zFQFONFC_Q8MCTnmg(FI9AwM*RXx;a>E@-@>YGhnp4(rCpTfJnD&}6@yj&y^RqWRa9`gX zv#KcS*^2RJX)GJdwh=y^Xef$`GD@wkfU415(pVc8teEq;%;@@)rx7T)a+Bte!b0rT zJ7OkOox}#oL$OCi!CD}SkiRoVyM3WjW*xhN?<+dc+z#B)+~PrNsiXjE30N2dRzJCV%PcV+UsgvYm}h zzP=$}|2G^xkMx znzoCMX@gEHcSZKL`ASe2yF;RK#dF1{?xqUB7o*G8x>=#DE3ENV0V_>NV!~@1-__}@ z?#C$@{oBZ55iPh`gET5VWv;I1(Ou`^u9Qi5#fb4-a%aKUY!FCHXDK)aQD_kKSyhAY zXmWq=<}svn@TQ{sz`aeHNVFXEG#CqznZ*?VnA(#D2r~JAw}FP&^O4PwwjwTwz`Xxv zAcz+&u4%-JP~G`pDSbKLD{zbNU{H1L5hW%%QAAVNChQMXwJH|72j6qJ5o}RuE=5)5*^Q52Nq!* z&ixVf#qbZ#qEpavt4w6w$V-z5l^rfU1L66Qi=daQdWxJP(5NQ4HBQKI^K9^vlm`ZI zdQGG*m`fy<5x%bBfTW~?0LpwfVaq~!6#n|0_o?=U^502n;yKhYHRIu6hr&w``z6{_ z2MjB_L=o9wk5BNj;c<;G81>UGBZjg^6P?F5pupqM(Ib05*Vtef)sUV6gFr`g0?KpG z$D&qALc3l9A$sF6JB?wRgx%Q9IC!M929*eN-7mwHnhn{dFMx_?cbd8rg`?OZ^BE>) z=@Fl={}pB4MO&%?c&G5tIKT3@MWY_Oj9U6;NI@H2>mv>B_~4zskRSBByyYw^m+!FH zZP~vsId*2CK#B*a6)aW=XQ3hW~ks11s?rUIEfeJvUtc{kHx2 zHWeV(;?pXCH=zv{@6!cmdzwc%#(K|!s>WXg-?I5c%m?=4JC!Kiugs~_yMTXx$kSRp zK9xpcS`H+7vq<~rO&+}QTq)KGV00>bbc?M_dd1#%krl;z^V~jT6M%4o8BNGMcZ9cd zKq6%iy~Cg2$_12m#Oy8k|5!2dLb$b{`;af2BUSV%`fJn_=H%HbU&Ak3tdT5p9~yVt z|BCr8tiB(tJlUWG^R4vq-W1`G^$jO+fQw3x0&*NafG!I8iT#F}Cs^)8)$a)AWx-dM zXnb}up^48#pd}!WyKob6A$w3CO@x#@!iYSW+KUk?b*qqkPn3l=lNUgUr3J?W!UC0( z>L_kpXTY(fdFy70UoSQd-?9vuWZ_9l{vn~33>Y1B%KW-6RKaOz*0#DC?L75oLtV8` zOGr47fO5oqJ4z%3p#uK97c>9|JSRk<9YB~T{S!LLL){zdN-#E;>Jsu|a-2o6h_D1{ zAQ>>eJF1Zc-|BrfJjlZ$DbBaUcqG)oBQvXycc90}c1%kw#qBNahtQ#f#&LSw<>@g2 z%m9*4ym}Ty7bcu#wsE&qzXZ~*8T+?smjy^sKQWNlGnA8uF;M(&kUowIElj!19PSUk z&TDczGNh+`>@KDTMeRleNN@;YjBO>UiS|MW2c4ZFg!vnwc04G(fN{xrne|GHe-4wu zSE{zLXenIr86W-LEJAbmt15yJXbDo-Vs68Z)^A&+31}fZE5_^4sEW=~L0PnrEv@v4#PYlnv)6=MfEfE*u~AR zddTIp@J3w-Xp@@9e9J_QKUg+n9Q*LtK9j$ikqB8x7Dx{IddITI)?eb<2c;K;YkVC~ZKew7#Y+x89CNT+1KjWpc1G!|BQ96ccb z6wub)iLW@sosD>7dUSt6;nhVccX`I|PME(PScuxi%Aw=blxQoD_FX?&k3sbx9k~kF zm7vV85#IBJ-HnFVeQClQsDIYxOS)$)K58bk_etO_m`uQ#u0$39=D#;-KYSBl z-JIB&0!2P+^cIrd#mmA*Tk+0#sd4nIpD$q6Z(@3vqt1f^@wB)7E(%CFDF4q8OM6pw znp3kUrG=2sd|YVrUcERJOcvrH{Lvm|`U6%4PsRDL!l!B3ON_Iasrf{2(~y9W_+Zc^ zzyM)TWG%mR{$WV~8-S)^e@MEp@tbA}k|q}tF_zUv2SSXT997C2SBqex}4`{S>mmVMNz47 z-1TC1pT*>Md`#&dh?f7KMR^+i4?>zg2HZX%eMhJA*NIT5`|7*GYZ4voSG}&_AItXq zfS>V#)`^AvWEi?Ix36EH+Lcr{y9x00l4Y=zvu#GSLllXvZh-;05WI2f21WRu63f|l zpG}yr3|kz4_euR?H=;2_NEczy$tO58ErC~pEkg4&xOqPl`)8NM{L9qqt3jVQmi4Z7R>n3Lerr zh|eAFKUh7-jsJX$3hK)yDUw{>` zT)L#j6op0t&!y_((-AF0|02Y4G%38_(<3>4bfNsx9#@H}T-U;~-D(0d43x@DLgv*v zo1V23*<#p1Uca7u0ymu z_ripiw1o@Z7#_H(YQAK10|B6H7N~zG^&DVF7X(V4PT#h-Aza=f=prO-HBDeIyMpm7 zMv{7zfn;n>yn74fVN1!OvcN4i26z%{z=r>C|2K{bss|XL_&vccXTbrt7DB?Vz*^6& zLq&Tv+;=>~;3Y)c=X}rqo}85m&PfRuabQ9+4iXSyqO6f5?uH-KTWx z+vllPJLq~Xoro9x)2O42=zJz)Eo)13$v$gl}QAA)%q|Kwtl z=+qlV6t`$M;_+Qp!xI*m_GG%)n~cI!E|q|G0@Wld#Z)!@z~7BP29QlNtMw2Q)149i z2EmLJo(MzUFzTDp6Cb93(P{!*i%`awyy_l1J@Mn?1R_s!MbdaeJ}8(D5aWybifa)k z_0ro>YT%1&Lkd{g3u=7S5$F2CFthp;{t3ckzLMQHbz`mWR)R~TO)EFz6ia?+XG8EA zb5E94q;Jah8~!!+eR^AI{N8PfK};8G7GEqdnZUpKFr|Et>-rpt)e7tx6jBzElk%P{ zHtJZq`0cu~tmVHsnqz<$RbK>Q%)6+2jeMEQAe6bYHGV9rVGdlwpcvsc66Oc~Ibz~x z(TDw5h};cw@lF!4R%ru-rA;YG2cDnX>w)FiXri#)g$oB`Rf1--ynMVT+jvzbTs z+Y*Z!OtFpD_hmfTOIZtTa$gmg z?i4Pp9usrCBaGH?!m95p+=8{@47urYvL#$ncqrxK1M`wx7=qOr!!&?r?4e9oGhs$m z>HHD=_fGt9A#o5GJN>f600{c`K29YBLBjM%?u&P^Jm0U+AM*-O;#cPSE^}K>d4@|b z8_2v&ubz!89ni4bjE*7MmcmNGKus8f+-PKM*DoK8wfv3ZaI``Rd_u2k?~ir!=lr(r z-P_TpfYSO7HzJX6@z&J@GdG8$SD1xJyot8>jN=Z&MfjuDCqau^W4&iOzJWo~41baG{3Z3<;>WN%_>3OFzzFd%PYY6?6&3NK7$ZfA68 zF(5KEGcXD-Ol59obZ9alGC4FgHwrIIWo~D5Xfq%%3NK7$ZfA68ATuyIG%+9`ARr(L zFGgu>bY*fNFGg%(bY(%HGe}+2_3X?`(35cMMKu=HHQidyBIG!St1g_tT381VA*8k1}HvH|bB&8{)si!K%&iZ=|0Cs=}(8bl} zciR7{jRss9;7@5_S4$U1hrbd4=&aq`oCH`|Jv}{HtlVAQSR7rfSe)$ts!!9}#ueb{ z=wb%|KV5+Kz`uxb2U&pWbh8Hj9pHCY0E#x|K#(i&x0AHv-%1BCm0%~Z-0h#jz(lzH zj%ok5IlvVN{I4|DrmlbaDypg~0vt?jKyE;gDaagb=w|BX?g}vZO9uW0TG0MoAP^wo z?&9)0hthvkF8`$YPwC>0;FTHJ`}&)D{%^-jLGG?T|KjGqmu>C{a+hb~fc}yxi7CrTOKE5_D}o0P#H{29W(UOL=H>R6_3wCMl8OQVJ~kczJ3kkI z4Lqb$APWgc2M2J~u86Hiv}=q*So{lumks;_xxrd+BTZec z|78NM&GHZA0Oz!{`Ij0@fYrYsIOQK_E^u$Gy`8Lqpnq9_W&idElVtlZ2V9bE3eBC~@R35c4mihOH>az)qszZ30$1tr zF9=TV`LEW4gL?f7g1Pek3;y@MSN(nW{dK6b{W%E!@1@``tl{S3Xb04>u>iji{mVqj z)Xl}lOP>vVBC~_#;Gh5eXZT+UsQ+9h|MC_Wcl7dQ=Hg@nFmv#O&kru}ioq@C_5Uwl z^S|%szitEYp#KN|z8nESpcl{_acSPsT=2bZdP{hDfK>6f3K(jBmeVTSx4QC)&`Vk0 zx`^;43$`hMA|Hd>g0g8oIx5Nv7zU&UgGzO&-{aW7thc9BPhDH6iSC#NC>V1gg`1*=*nMPqy(Xm8pkq$nKsi#)7Te=pW9L~M!3uNb=BY=L_$ zDY^&e^<}LiIQ=NsZY1J2B!N`K6;?6;+GGPnT+ggQCA?Iq$SG8a#E-5$?!iTJ-y~@B zLXQcWF{T$E`8lur^h7mRLeiy9R|XE#?WhDY9b|mev%{@AMOwXtkvs)c8KeLovI|e- z8y=PTCbOAt-0wG^8xG$&=zT$a*@nMwUNV7?P9X(lpY*aoekl%rK4+CjloCio2^xbC zZ&cYNx?{CMH-f@Y!Y8ri{{Z!l=V#Rq>BIM*@Yw+3Q3~R)x!)u8)9YkrReD{d*6-k( z_ud?kRh8c8@%4{w@<9AVZ*K>+lcEyqeov`m@FaU5B<;BB#wQ_-B=CxF#p7?Ginm=h zW{1{Uj-Q)pSP4U3eL?lu#c9pB5)Ol7WQdQoEhwMyVNrdBVU*cj;w+Bq^LAFGd;CQ+ zk0Oq(FuCC52a_l!Ud_$Vd#8(&?{rZMv527+5hgOei~lqZarG5M8m}W_bT|;gK_u5IoclIsXz-2U ziDGe4NDOn#WR=`?&7(5}j1gcmqX{6TgvjKlz|YwgT!nT)OrkbpHsAJcq20+H`P=-Z zD(Xrl^`P{FtqENrx&w3R+Y-2e1xdN_0hI1F&Y)q5+%G(b4DVdF#r2Ln%;|YWDP>+z z0VF1D@dWF|A6SKWh6#DuR7P^4+ z^I~0j%xA zQyo2P{nS2Rt-kChB|y%w3Zss&O%*Vq{#CZi`IRd$PqSzC7 zTLH*LZHahd80i)CN}1ToH-*K=lmnPf0uJ67u&A;KPDKkafI#;_)w&sUH^WBGzHs9(O&V$oA38Epp} zc+^!PNVTc<646Lx=i7pH1~IM#yvy<1^{?j02?BgvAlkgEm}u-Vx)mf=_HN2Pa}`l9 z5ta`2uCgl<*N7jsxCmOjoW{hk&ratUstuO`dT#)uM;dZpM9x@led!9<=%RY3B^Tlfm3ODfC(El_)fY)(Nw`Bx!KzGg&{GK zA_&5{$xSRbQE6lSk>~7QPi|L~YLk0TI(l!Ejpxcq0hfZ@y9?8};p3aBX2Cmh7J5$d z5q_5`0`Y>oTM}uf%x0W3tR@MFCzTHamAjLIYW^=+{JSGxz?ZVh0;5T4&9S5;^h4Cr$DzX>gue7(;Zp%3nwziH;ihlZw9NSvzIV|(}EsW z3GP1qXHM#s9CZkEWkepy&J8?vljAqp#Efm<6FS<>gK40o+(F&~*25B#9q?lpX|;!+ zv_4NMd(_aX`D6=xJr}=1CzH%em=UyH9zuSzjkG@cYbNtf`Pbz$I<-$@;Tnytk*gfG zF^McyaonFaiD;klEo;Qlz2?r!|l-V(OY*cb=FsxsX zYY|J>$?8+c!(L34|-9!e3+W3!bgcI3MhWmvUZv2*4{N>5+zz=Vn&QfqZ__8diN4 zv?@T5!%B^#&@l>o?bb{_VfSQk917mW5d0aSi<3^rD#CY~x^+x=>SkYLg-F;U0{X$I zwjZi#vrzkXPU48;GM2210#RB=CR}}qIFPr;CFTIy@QUBv>h$o#l$AA30%vsl{nyk30(6j`N+{y7 z;~ladDf%uMM~7U!3B{(Z2O;pwPiEY%#vXm;W?bi*WF0(*cl}Zj1W}DGaJ<9PM+Jm> zq{a2*bs-qY_O;{RN8xkJbQyF-4z#5RA;*1@Ayv!i5&+i$#l4Cjh|U$@-SbjESuuT4 z>)RKe=o!as<3DBUeGMF|!n(yAdkn<_(EQ>fiHjgXNz-;jl|!F)27IZX`kr@EcC*Sv z)Ml!1udaYiD+q4~#k@w8y|iu^Rh&abtfS=k$~@coup$P+doye zw-sORo26qXsr;s|J}1u|izh1n*LRtec-pPY$KV&u9($c1v5YLzXz(Tp1_V#;MAD<_ zjLSQHlAE31UZ?8z>ivF9-#{|%)fj)pxYM2NXemxE3DIzPAZ`tTelScFh)MChO?)|)c^DE#8wMf~E^OS*Ou ziA4M@^Owy}$Ypdh(iyprGi4*)=CbV|#;kA)Mei^<%zQK!3&Fy;IlLgV!|CSN_g*3* zVVhPDnYq%>}}DP`X0qJ%Mq^~Az#)`VCQ)p%NDkDVAd7a9q-IK0wk z=4c4LeS$(o8kRJuM(P5;2J_Qj*sdUEdyZQkoXy-%!V8QNJSE&Ph?mvkNvJvlg>3~A zmjpP;vT@{Rl=MQrcpeq(_}m;N2W)Jnl5?#A0gTga)rzJ^)BZ{DB|#ZCFNY=#~R2&J8X&klEY7f@-uF^uH&6(ih~xC7kkk;OSGE|=FJ`DJ2{_0 z-1;|sBk)aY3vYrETHzsFp3oGCffEJ3zeuRtNzSyz=0 zmHV^MHL}(aRAM{!%1@&;)Yl*LH!>W8Dz1~F)>ULd!uYT9Vl3^Ouu#iPtAg0)X7uJd z7m{rHwL|*zf3JW)V44x3|ii}G1epthyT#B4*fc+I)ZcdWnzOXBsubQnfU9a zQGw#!3M0%!d3W1Rru%uP29S38tyhi`;fdNOQ#!i!S;^hC9(p%Sh^t1LA(#Xzz9q#h zl+u`W_+KfVO)I@yg1j$-!dDFI#?H*~G35Z4dE?e~2B+zb!j=mKjsdClYm zJz9h0xL%8Y$m6Eo*drB)ScZ@f&Je*dsL!4(GgurBEJrYV$$Ewv;aHXt!TY*%@a=?q z)J`5%Yljl7I)?4nTA$f`AR7~~&66l#hr+!J!KkhvEKgO86)P-*fMt(C=r^Rldp~6` z#nj)K2_Owpg(WBpL(&wnj3(x3G=i>sy5)FajiA6qg{i59Qc|4`WT3}t;dep1w$e&> zZy^I}*w(@*wBtyzpPWw`MCL=~*3 zOC;)zyKusx%@DI1tG5nxu`|U82G{Mvw653vNW70rA<^GaTcM8fkvUxhE%sF#o+h(N zTOAQe3e<368e%me(MO8j_>}~^=hkUQcCOp&etHzkXGd)7hW%!B^H%I>KbaaUAj)Cm zlnoaP>G0}cV7qTk-OAZdfJ#~PE2Vd`YpaZlF~#LhAg7P-M~v;1lT~5P&n+S;%T`Re z&;Ye3BUr)Xb{P%<_$r^dBl3XSM5gdB_TM`Ol_dDbVHsiJ61&miV-)!wN?szFF+-K~6?kcGae;k56 zDJ?@&02lOKzYwkhb9~-kMPc}OjO-wqs#tI}XD4h4PL}}-x|54 zIU>PjTS**vnVG9xi}Nh<0F$f{`HKcEru5!!V*58{vJvLbb>95_Gb+I5d0l(Mg>8)L z@UYcD*ttICr9n0Fyg@iFsO(ZjQzlc&4f5OPkU41o`-sn4j5Vx_v|$->kUOu#BHh^; z3NV!8Y~hsnk2uN(k&MkLGQuILH)v#L613^7=Pn--Ll{Bcz}uhSJ&0|eCli@P^;$UR zTtCFf^5h~WI2|}huq!#pRMpI0ow{UzD_=}gMqKA+F$f4*sWcxK#3QxMI`m=x#!2LA z`=s0K8Edk;L8_Hi4e{>nml4;Yn52#|Xgp3Y?wvuz154h)ghwty;JP#M`Ln#8w<(G3 zTOH=YgQ=(n@riIyi1xEgja{J2d81~`m~|@BZL$8X@w5n&M+Ew^k*Kk@kW$LCi7niC z>su$CDhHC+PqbuNNP-=_`wSdB;-I?y`4rQuIQ)p%!l%lr(NP29LLm(r=Ml(_3;1r; zt1>(bji%PyFlR|U0=D9=_aEyDd=LGs*`{*|zObfq&gsZ_8Au2#;}0#HYIZ%{L!I`2A{Yc4*=d=k3GiXLrZ(|S95h>IF5!bI*VdA8d2wUnXA zzd(t3?CJ!cuW@I`Dcw7Rm!xBOwsX%$9J(fq#jYZOM#Tx*PKNEsBa;TSQ}f=vj3Mkq zS>_>C5H$S5`BUj7BiU>S4smh7#|XIwm$`~YQy|a%i)a?d@RML(t6wM#$LXkM#JSgQ ziF7)A=wzq^uC;t>ZR2JR20=a9gawI}{WQf$XWqp=0Ok4Df=FiiX=u)NfiUlq{T97~nHZ_Voxi+F(*ufUdTltb7~AH- zXh|TURST7=)dF=?iPpHQ)aV;Uz}V^q)7n>RG?y9NhY&8_>K@Ay!2{W$0~@Y+pJJ<2 z4h+kN`yn?V)9Mm4Qz?~E7{`kV0JKC0^6(5_vFkTAZFe+jA zuuDRk1{@cBKt5`G9dp3knm1k)zs94{q}_bVB`tS)2|d9@{i3ui{!^b1UH-+4v#l+8 zdOxM12r7%Y%jX%Q$(-V?5xtB|Rffq@mh&O`;)A73Z2HYC<20>g*ZYX$6Nna7%F<_m zC@6qDEU)Ki>js+@pP2+wRpCrrhSBZtcB@%z>+P_0PT#sdC?VbUkbp=Iho7w*@Jwl> zLttimCH?gM1}?2NcP`_|2)c}>wiSOE-abfc)6*07dHy2>L}MMAWc8%)nVe7JKGaVN zvF#J}=5sm+?vO{wpJE=koY6zDz_J2mtMhjwCt6Hl_M+dh5BP?-xFb+%otK&!ru)8@ zf8$-eF}^{hL&fY07$NC2MNZ;Fq{fLJ(Q}jnnsefz*#y8xe{uYT2>mU%evpboR!!@H zS#QnqgU?3cDXcqfrdS7sEv^j1Xm!XBC(7_x10^xCRmHF*a!I6vFwcQRrfOgCxI za&3TxG=u4c%F|oww=bli)uX;r9iNDr_i&Whsu{*xB945FXG~C>zb21(9G34svvJ+& znt+VliCMN=++;epd=6rVBc`6mulcbeJPuYW2eH*MHyj%LGHk!YAWC<2yL)gTPlnZb zE^`t(8EkqzlqDA&r5SMULF|dWIf|M>YBu_;2sz$5Ysn&eD~I7%82j=478#pff@G-? zi{uC^vb2W)(tgsMdxj*b6UGpsjkcpnZd6#GbqdLqH*L3qywp^c{b^qNji>QE4{eS_ zu<{C32wZSoC}PUqbaH5ix(txL(RM^COfA*EAXvLLhjaF4`kAH9j9hKkty&N1w6zZe zZ9;I(B3#XJKTPv1zx*#2*3q|pi#7tOrqxU$*?IAv)J?baR>Wy(M8^q2lEbzLqbg^L zUyeRh#L!4$Q5DhkM)jMWSRXsoYq)h1jnXD1HMp?gCx3bxEE~3uN`q|hJ5qtV0sxtoL~WNue}p}}Jxao=FFuztmZ#E{N+*X@D`-0O#9`S=nz zs40VkW1GouFeYdkg`dAMTWL0`r$~dr?DL*uTyWG#v7mpo)BgLx=YIAP8XY-EUM2)D zL|UjJ0WJEAv%nrmf>&o1HTbV&?eE8i8;I{IO*I$gKELJgB2JAdo*UA~F^8;nVZ^#H zc3vDpW~Mn6*>yz`_}nm7>sJ+b6bSM;s(0nNc79gX2=~0U8R2FI=9gYMiHv4pA^378 zPbEzt;&`a zy+CITfyyV7UbDQ)Uq342=$Z$9S8|-qA#lt-OnY}axD)Kiw z4;|8>T2Dasy)RZ)?lGc=0Z%D`pevFI)5(p&EL!JKR@*U9Fk;&ri6xHa`Ph&9!<}ZJ zNRIFa0;~z>S05Or!rQ_)Kg+P*;MPvkmeNUsoY&o%uho~@my!pG0Kq$ z#CMi9`X17s>&mtbo3c`$K7NIueKUn}brz3YihFy4m(!PS>-Tn}yor#Jj~)nj4`+hgxNxPwg`y% z)@rZ$KapRcFLN#ObT2i^Y;G|nq$eMoRCly5$sKfydzL58XJ|Qx97#b7$$b8 zi0UUwK4%gn6%`hFH5`>441Tqi#kbj8pW@>83@A%1ftuX5?9Tj3Lhk_$^3LAMeW{D?FU)(G_>xjVx=wT1&PSMJuW+si&E)`Y8OcP%mGwc z7{cg}>u-A{1VHBeS}Tg{-#=NAvR>0@V~|yVWz8K3 zQ`&o6QzgS&DFaK1&iY*jNYm~1J{GQo3WL18g4{H0?nlEGp_%NEtm=7HlhgL0i3wCu&=VyCn7gDw$K*jQsYpbyQGX9lR2eGSStn|?PT?W9s z;@l7Q%tz4f7K4d0Ze8I|)Oi>}ThzY$C%P_AccIU93h{1b zn#<=Stg&f5(A3s_{e(R~)to^^M3?!S1(d}b&s)Lm$Z88PniQ6wktp^R*!e0$hwec7oG8z4AEUj}7X7Kf@ z2k=(q{XUI5t5vVo_-qJAeBAPAuP`CRI>8w)#chLMyS8_7CvwrZ45yg|H?Y+;x`)V`ddamj#9tYC(l?xBH! zOlDmt;d!*Ycwu{Fe(hYOuh)TYmdtyoFt2HA;c8te5ky^KWqZdBf8?YDg4p?$B2diC zVh}SqXM3Q;8DxVSV=ffy|2;8QPVNd_1+!|(5F>8efsl+(fQ1c;-Isuw`!HE4rg@FG)8>UyXJRmQ=v)WLMrUmnB@RM>*M6juiZlx zCf1nOy}}V@4#rUS2(cgyMCkq6VAIe_BH8LJ{;TgZHjlk&(l@9K{YsGBavC|w-FP}F zH(?pTGjy_+Cvwl-!qvXiQv-L2F<3lb(WTjKD=PSzQ974RVESu|o}$HTZ^#F3TCuSp z8ZD=fjj_8~lb2YeL0$_VW3v(Db_6Aj29c(MM)q!9B1!{P7~YY@JmXjsawDUaD!77z!}i>r$Hz9hISJP0qm>_vh^*#MoR>Je+JVcxB_Gg47ih zEnBX3Ydl3Prh#T6r+pGK@6hIh);^Zgy*Iaa&&+SA5~D`aiG0ag$a!g0@6Lb@_f;_@$I;IjxWg z!qp9<1gJnHp!#%>)MscA>e@2p~mWO;$mhY{%mL?%@zM zvy9Z-wIfiyhGkn9E&P&^N>Hlxh6U;ZirB>otEJXEPH4W2f$U(rHvuz z@pGK(74E*WN@DibBW?6-oT!`7Pml6pV~eka09#}zw!CisR6_p9&|isJ&ZO~CMEvlE z*c}DGW(A;PHoPU}?xBp-cu5uR@9S&p7grlvpg!_gW@Nf)3UWd9$UqFaDQBe6?bsN( zj40%KCEo23URMpMwh(a3tk>OC_?dqT<4l>dGTH(H#aDbMDaeL&1T9!06lue(~ajM?xgxpr$){c7=M zSaPxz@+?Jhn$F~b-ATA58~e0e`AUa?Z_DYU*8+1Fi-JqhVrmI(xEfAq@{nmdB8Q&v za}EJOoZ||0)J<1bl~-D?CX;9yMu;&RD?P}F^c$~rBZSxtcPz3kVN<)N$kLHV4}PbMpby!;aCpCRvo89p43Hy@~6CUEkDqR1!a>&G3* z{E zQ03Fe;}&lv;xW3^aYEmEYJsRcY2%^Mz(q>O?L)`1u!rwym=2f=m)Ux|pyzF6_m8)AWoXh7-X8t*Lkpm?RhT(O5?hA8(Heg0&SX459{bP_PbJlj zds#<76ch&>F-OpibE_1JlKC0#$bCg{<7egwe?p!F%|!IXa=8VLXvBSy=Ms6a%hlLR#&4rP^+-wzNz;Nj-kz_oH_I#j^b{CYyY=*b=8EHim z65FS(U&-(|2ga&aG6i>0(=p5Z?8lMJ*o@W^o-Cb<_R}3d@AW$_)?mFI zk~w4(?pUqeiFk^$gT~9ZUzWp#KFSonNm1{G2Yupx$l9zCCqdE`+IFNYXfApovd2$k zI&IsQEGH#ggq6^NSm3i-bxPGnN7qP=@+invO2C;GbEFNve7#*ETNHt@a+?UG2yKw7 zbC*ejEv%o2tf-sBLLk?Mr&zqt9oNT)Y-KPn_z3@NVl0sFG%UL*MH;dv!T>dnpEnln zYuJ(O+j)?F6JamT!p1|*%Uus_uhxyuL2E1PGb@SE+r1Jg5*EQs60O{}p)Kb8y!5@5 z3OZ*?qiiPRNDhQP#@cCiUSiFL1n$KCx_48; z(y8?O0BdeuBcwd6I$tHeUOam|R}Cvz&R60W*?jXb2FxZ?>`uF9-YEYt@nS#r62Ha* zw-n5ko-nPh{xLQJ{Px&JDB$_0_w#b(s|Qg7r<{yo*lL)w*0O1EHgx&OTMNfqLs6SqUp(vh%`5usI?LmBqi-mElG@iJPgg2Wzki^M=Hmz5l^#Yk zii`F5`*zw@d(G3UAW{Q>r1J`G~UCI`@UB7Nhpgxg)_^Es!iUKpUyx&l2X&P#d>FC-Rm zJD=~dSYne}=`U_$L0fo*Ln(+ZAuswY8?Afi8aRWv0!F~tL&>>|wbp5$m8-CPM(K_8 z8kj^QZ!+RTIUGfeA?Z2e`_W<6H|nK87Wp^aBGzHoC5 zm3W^$%1s`IBhQx^MnmY!1DGgn_eklTcwVJV0?&T&%`qN))u$Iq3zdJ-J>MpcU#;5Bt->B{}s_%-=!ALoemqJ+|a42Tk)l0Ia| z%}kyMu;sHcu9WzfIv3g6GW6sMwkrnPX!v}o@R1q5`Zg*>!x*`CVH6;Q8*=#LErUpj z^k-sglw|_fdYpD z@u`gKo}9&AS+M;?FtlaDF}fDnk&Xk#wd%0fwh`*3lL=7i?5@+%@H(t<`q&fYqbDV1 z+-HZ{Z$sxQH_XiMnOkx737O5f*xikRh?$1RD$UH_2cMTr!BlvrRin+?dt(b<|3X1o z-OmYxA+Gn37zAAPlf)V8I`B6Bs3`c-`%UciNwvD)o)I`vn^M@0#DR&}dk;^$(xaa6 zq_h+UQ(x5^B^{sur=9E&SC^#z;R5?^xU>b|&ME%3UR}5u z*g05uPJjoKF?6KxE<}ZY4sYVGdn|$Ao6tXc@>pJZDdvn3l&il_r@x@p!~Hmv1EK zuqO4CQ>{YA;d4Zi%VJeR)stkh(MF15P7WF<@KCYFc}^!dPkevf5WG))on-Cm7>&R# zK#dv`@SIGo5?FYm=ulXr+knS-Mhnikgws-!=?#VruRljNN0;9?J_#7jLsY48cZX@Z z*ens_dLZ$YA3xFr#=bPZLSMZWRo=?Cz-vpOsU!t&ar7__cOH32i0=MEaX!4t5QHLz z`nGYN1fMDB0X4{I4Iz~H^VVVC75Xy{>6e%aDuTI|$E5(Tkh($dxRTO1)Q`0hbRTr= zNRGm)$K##ihM?)Vr5Az~N<tmrUVKarrXbKQWbO8Gin*DN>whJWe%!5YbAnR|gQK%t{B#jlqD}!U ziB$!#36)I3->vsf|O3CPQ&GU%l6`7xgmHpww5esL_HoD^R77KPNh}u;Lk? zR>uZPQY?H94cVY~;dPI3zd4<}f#T!ExmMGC=~3b1_^P|48pLOn zROx*yyh{bSOaQ@F=FGU$3YxW~8RM(PfgG}`d$&+l*2B&8>#O<_he1sDi6xSyT!q-5`73Dvywh#u0eE1JZOa{YvYliw)a)@@4yDOMa;6byuy8DcJ$B4XS8 zLLTaAc(7kq9}u0aC74g&XnY;*J>w75>uEx~Qkr(}PDcGiZRhQ913KZKg*M?dL`JwS zSJ2x%&@WEUj91Hc8ni-*L5doAmm7i5_7m3n)5Jt>!<7B`LBssE{F+FVYC3cIX^`vN zag1NY#&&^aQOt(V z3P2@#*NW;Oh^k+NMuvJ~^Bi{1Z|=8;>=e`Ajeqfpeg{yA=6ESKTjb}gDyy&Im!;}^ z%V=^NP{N@ez#C?-#J%lqzIc1=H-YMw?l$y-WVV(M>1^3@#`&!ZE9`n0kh znN&G(+}KC+`!(mzkh%P^Dh~*AruS`jrA(GcZkauMoC912K;+C1rpFJDwYt=>7x~Re zd9iMN)ID;gfEN3`M%9ON?T7VEOM9yKonJ@fN8c#Y^*cT+f205GdE`P~FRsiH>R?|K zg`nx@qjJ`z3BAYTXr;=r63md6!sk0uR;Wx1ctN~f!Dh`(kqfQQG7yL12-$jITZry9 z(GFzu2MswtWJ68(8U>54LX}#-s|Sn+*8V*9`ZoWJ=_X<~kZzWl$E48zYrgTvEiHhD zt(I{yeMQKBY3`>z>a+vH)EFY^j6mcR$+?KG@Mzp~t`N%j*l6}n2QMT}p`J#Y7)(f7 zQ-3#U4lB2!bJw?6zQ`}nVVHrCAC~o^ z)v(Yg-r6D$4M2{t<<9Q<{d|=C(NU&d#}b-l3Ip}U$3T-l4Q`14v2e>S!^A_CeTV%p z?eMR0bktIDE8JMyzSQP7DluuvHmx4zq{6n9 zqrO_m7aItQCYq#Nw?N;IF4Bt~wLC?-XUtky0BL+&Yxw=ulAMTLhO3T8fu*3 zZ2B}hyvW0=nvYo$`3>>fHoUb7kmj_<>?&UUc`q}v_A`8r!q`r}wgR$a>v5NFjcM_x zC4UODQ=cos@qUkKk`o??^5hl^{Bjs=$`gOv58?3QX_7Qcd$1b5A~9kyK07MlS)qxb zpMq{tXI)qc+W_t@XFw!op~p_qRWCK@GTjd1MZDQ_z-iq|pJf;qK#|ln(yCpu#xk}@ zD(53BWrm|L&)dNL z-~!{OU@0T}Y)njM(>#Wnjsfsr--|Rvl$RYz(#Rx1j9Y}8> zOO9|nk+8Qls?Tt_h`JYN0i>@}uclB?-NR?Ei5qpWe$oG$vL87ca>p7|d#z%gUaIc$ zfkDHdpXa?1E9A+yD3Ob=QaamPFv~sU4A5xfY=x$~AMnIc@_Kt%rR4p?vA#`NROwFy z{uD=yokO!QI@o28ZTq~(wr$(CZQHhO+qP}nw%zv|bXO00&`;$jq*AHuti2wWG%TP? zHio2YElnVI32CKH`t6?Z8)DFTbt`Q(DsjYhyPgPH67PxbB=%q<*+8RHa%(Y+(Odjb zv_^}`>iF}vQN}@xzeYyI1lQ5fki*VD^F2k}F4mTW^)jVdqC~Zl>dXMF~0wUiI3Np?iwx&2j@O zLZIoUJar3-@3W>gjWb}=I|DUvWlwN%>s zQm<2_EEXZ-rtQ38)4?Z@8}ua%%VbGGCrd16H5wU1s;%}+;}f{AO6F_=?P{zp&3Wd; zqkk7%BpIyG^`v3*C4DsnXNoR2>&|MDdg7O=ufLTKFD-2-$}CN*tFOiE`@Wa-EGdLf z#7Ypbi!ZR=nml)z@c)Bk*M_`=>^6BuSg+Y z4!bh9f3j;DMYP^>usN5nHS-w1N1E?x>>?5sO-kDhXC(?64;Zgc4 zcfQncvhm)f84+l=Ds{R$*=-Vp3a2=Zk3@Tstw=+<8ImFs9xXI(#`|eks&onMO~pQ6 z145XMn-(CgHUrJ0bb@j3se=8{sk~Tqzr)Y4tVGEtC7Y-M!)mW`FB@K#5wIa_`JyVdqd;QPYA?rmfRhMo`xd&1y65%m>c zbFrt$S=d}j55zPYOP?>rAB5pbdEJ0S zS3b#{o;1)}^GbK_MD9FI>!!!f7jz%a_t<+BA@%tiStbyz@5F=X+R#u>7uZtIUu zbVK+pD{EOTl_XJ?N*}AU4W=;5SS&{#3y(K7TZel&Go?GK0K3V7)@$o?o0b{&FH&^YPM$*fs;A% zz=V=~-M30IyZZ#JNKQ8pd_1(UQp{-kXk%N?wDwFnfT7;Y;U*NDvWnC zdP?7CNudaSm{Q`)zjx3w$A+y=JS|;Q6Gol={%Es|&f9O@z;e6a?JFcrz>5+rTHoDM zgTLU&v-9V5(&BI1eFgy7Kbnf0PT%9e%3$PfN%Mjs^^Wm&YckT(9Kn`K$xmglO=0T- zE{E5lqnV3tLfL)WV=JWTI>zh_)@v4j3LRLeB%rtQ6ByP#D|;fcUGZ4d{D8boM2Uk| zq?yifM^@^?tDR7xmM9n5CjdJPY{t<%taLqZKiq%f7r6f)NA0j)uG9hGYpm$@k9#ufzRoGg zN4_2nh=iK6j^H1Wgu$24m2vXSvmT^K{ao08`!`-xk(-uDFen>7R$ ze-&H&qp)ot^t}b6LDgVI3q|1htR>)|obg`Ki$L_+BY;h1e+UaF$8e12*c%ve#Z(o(%_;YA>zy(QoHo*sV!sxP8#9D$7?fuPLS&@^yIDG3#Z%vYq%{$S z9+t8)v-4kH>r6!l5*UABgUwd!|12$JY3r@lnh2Y(QP)PTmY1Fzy7RSKUZ2aHMhy1; zhn#~eE)CH6&o#nKWsqCmCPnMa$v1rIqt0rEY zx!g=VRANmjC8w%+!-;ypBva$CUI`r4a2o|aAff(XNp$DG~CQj;6N$;I^ z$2(yAyixxMBcbWKmG_{sUrJ|HRG(9d^Rz4%@)aPSrU(FqUw&vUlu9X0NlTV>ByRCeQ+=Po~3dAnRpHKt=CdmQKNGS+zkGQ(JjO=}&SYr4! zVW)Av3=SQ??P`i=o@@;ZNpOcJ`=4tR1l9^((6`z=sbaDl*2FT@tcs^!BNsvuEV9Bl zVXjm;-`k)gekHm)kStwPTUp>?9L&Ulq|Wz))H*DU!KA-Y+oeH)+KJKx3T&XE9g-rZ zzC>&dy2iJ2f7kuXKDPZlnLzpd{WEvrVk6g@6b9xv5Frw!T2qT~J-1l=5>C9BxW=JIqZOw_n2=9~q<`xcHX`w?n0C$z ztUkMMU*XJBQfyLg#N3%I@y%2Xzd2~xi4ZOnE(?`&ih_82 z)+C-Z)tf(tHSq=cX_-i?BnrIljk}S_5K+?(8<|VW2FW#+28gsbW@rVoN*Tey&R&F< z{Q0whi>wQo%o=hX@D`_)g3a;KH*UsaD z#5edvTi=Brbke;7OhR6bomHW=F8 zkZd>$y-=Z7Oitl!^2-6i)AYIXd!$ zv2I1SAq`>n+KZ38tg}Q7LxR+6&Rs{8gxMsjC#-omZXlw|V0mUQ0<>w`_!uM>k`NfF zgY9;>oBWReVdjigAhb_Hpfl5Qcz6zBsjCE`EM`lqMp!1I{;S^5!Q~=uNJ*8ya0AHJ z5b;c(NKfPFto%CaYr?%A5@I+4ji35Q{bgSrtw|E8Arw3)wH2R8W!>;MEp@~+ zcMl}7ekVV3ex>)g!ovEHj$*jWz86lY0fevxB>bCr0&nG)OvxJ#-)B4>jPJ3$w015S z>(w*}A3(ew)us=03Eg!}|24C3ar>6{&(hGi6T27}F926j4+2ktWUdn@C6yD?g$wfa zlm*0~y%<467CP`v?{7KNW6N0B{T|N)|&dM01*45?FBU|+$pj){8p%sU( z%{b^Xl#oi9Y!g(>Te1X_R}3mR5NK47mgIzFdsS_@jF#%4ywg#USsHz0@%(ar<^G)1 z_GuU-Jr?Z?J7fgwvgvw0O(RHm!WBbLPE4@kstv%Af*bR#hB0b4`GTQ|lh_M+U+QOz z=8NIEfT6Kg=)YxPFh2#vj77_Q*xijA02+K)7>f_1%oGj8t}Tw;XIbAXx4g}*4Zn)T z{~o^Q)v*(PJomU_yk1qPI%?8Fz=)_TQF}5vqwOB%z+Hr~X`glCM!{4zfiP(Y4ep5< z_t~MnzkmFu4*b&Xcc@9@iZ8$6D>X-14+2pSXOBdvlB7n@Uxu7MT=g=EqXeSsT%Yeg^`UZjQOdev`x#Is?Sq!#X@^=)?Fb zNxKUKpAY8e?BS0dD2~yLQ#IwsTVaN2JB|VLB>Af$f2?K%=@=8VqsL(^FKF*uq>gUl z11yg7ku`+EeoLZ-Mj(suG*7MZ?#?)rA(>!@tnfV6@$={`#JEQN;05}6GW4oiHE6dI zL=-@OQsX<)i6R$jQ4Lf*!7Y$H!*d}m&)y*55}w==z$0o1^r{aYVz3uk*z~L0(b11I z(E`m$PfFwwPH6w6_;x__iER%Dj>7t6sGieVWv?GHy=ZuggFk6D4%!|b6z7`soVtq0 zKU48#V3-$y0dz^xI>*s&Z&y|Q!GC4}wO_%Zp7RzX4O(YFcbYufU}JqWLN$vK*e2SE zF^Q;13gp$`Oub*F%lvzwW`*KM13bZ#= z5Sc4R_xUB3Su;#Gxo#GY)N5*26MVaS`r*@swNrsD5urCOuHqeHy2}x%xNn3OI6pPb zNY9dEQ(*r*gX{qfV9|CMVnWk)c;zexJYo*lulR#kVoOZ`hs=};Cj-(7H^myQ!O*B`4H`)a*I*3B@Q5S^8CI2q7tG%{ z@p%nvE5Xl6FyN@?IixXr7LBq!+fV9^rt?&54Ac;K2#->9^_C+@ zU$1hVBBO;?Bntm-xe#p)9mkKa^PCJqcpMitws!cqt%)Ex|&-GISmjEv|@2ruVVeK)!%Hc~J1< z7pg7`GXE=W8Ows0Tm-w2qoIAPY9_#xn))OupZ^!8Y(Th)F%Rz*T6pQLxX5ZtQ0tir zlfXWa3^oBguT~+w67rie^9o3ab{}=I{CND|X};$cI((kSob%A9K3Zhd2CAjZGq+Ap zaf|#PPk!8Ai9$U+?nTz%fHNT*rcP+H96IbUfd#NJ2hdru{GXp-6HJ!!0K6s8m<9{_ zF)%SWAz!TLc`2HzeP`fQ-{mU?OFD|hd}O5D`jFxe`yb1@*_sxyND}Dw zaKAWus8s_<(wBjW4e|`HRt02iF>}GDNb5ROt!btV1rB5Ei}csy8&r#K#jH`KL_ZNN zNhMRgYVYY8<$K#6f!EgE0qMJXUsY*(;E9eNw7N=&2(F>ll5>_nrE$)EjR_^)S#>|| zE|4HThD&3?^WMOU4%o^;CevQu2%=IhsA$b{0H~BkzL~PRvC#6%`#@;5xdfeNc_b1o z>rNe8xi4|vo*o0`$Ji?NHzbqnIc1rm=9BXi5(0i6R6efseowm^xv4D^tNk&m=NzUF zHX-_7oT1a?)1o@6)k!{L5T34rQ;Z4sn>5zk!g==ac3En7bI^@Yw&8(Q(?D{ zXhAsB-vS9!i13~NR$CmI%1@M973!fg=?&xr#%Ve4M_7)V!2wqGTDyBEV~7Q)!EJLbgb!>a9<#}(uG4+;L@rcddNY@KRxnLXiO5j;Lpz_H{H z2%)eO_@2ZyAkWO<`*8amgW$#&uemclqD@LdmTQ=M#J?@mK=u`RED5oWRoXpKri#u( z{LRRiy&hZxWJlwcKI%A(%~d-~yhH_4V7I=NYBWQ;yWuUz3`Wc6B@_zn{cNa0%Z@Ji~@ z&;g7+`WDc}@gLE+4jIGqnZq^THs?bS^^YH@fnGT6Kid?z0mE7dk<>PReE2A8adnL7gM9Y_uwq5 zw@+G*B}3@AOW=(AJ!Iqv8Q*1DC`wi9?DrP(z-9*5L{N{PO9vMn`${=%NBl!$M2+8? zm-cu-7n|<(y1pwoxwcjFA#ZISDaP$2@u6az2pvp?fc|nF)-ou?j*U+qseoE#wqKbK zKR{8k*h)DPq!909246*0mz@q;8SxfM#`fWfv`QRJs2ste{62_%(Dp?&YihMYbL`upkKPn>yDHV?J+cMZ+&`k7-y$4em@a>%-umQD6{HVLo zAC>K3F#X}pQ1$>8EEy&30pea#R({6M06O9whv8JX1*J{|A;v-r8W>Q1Yywi7tfC1; z7&VnTNkT^4@%yl`r$P4OHick3peRAQKv&lvpv?EVx?qNBr09{+i%dhP?|cbWEN&gLR~d!;sAcOb(q8JA8J z^V`R&k(?WGjQVyap@Fr^80)V`8=1cO0$tUmk;H5QfI`rh8X55Mp#*laTp|z7E`q_7 zZCR#PhGxGKr6cjRZCO{*W+_oU+rp-Dq~lj7zL7h#zuWpL?T5&08Fbq^X-ia%3Soz> zW?%^k0pERlfmksqMufWLHttBaSl9VCZ;<;tbX*M`W2xOf!osCQimFh%dEK#gZ*h%cjqE^MluB%Z4E3bSu;Tda<`Z+5CnHZ^W`K+IyaZbbNBq z(%wgu6vAXJ!X!GCu&KLu_+MW{iEYS8Q#c)hzz%GLIZtRPcW601T5H&vBuFA>Y0K7u z>#-CEziP$L(VEZ5`zT*Os-)n|2eY)dfj$ve>-p$ph{7(H63|lrCY&GWux}9Cb=Ras zY2t$ydtEZ#qVAnRDk|h;{$-Qe%%LH?!6Qo6(#-WDon5um>YW)74hlSWkIt?71;44# zOpp@-aUWkQ=hr*hI!ciCU~Fc|e*d2a$OEG?u&@f|%WZwg6Zjv?Kt0Ac7VhY$6R^Pl z7-y*XA2Ys=pQP3S%Sfw4xKa$)40|Q9T!KYc<^8D2)Veq_jGa@0O){QHCmtvB3Xa(? z4R)QY>15%Tgr`h`HG&#N;S@(<)w(XKT$~#9T~IBhg56-*&&2pby(hX0(t&rQ_QU+4 zrP)uiB*+kYiG;}~M;nlTyXh4CqnAlr;m_t0KH?t zR;pB%m&V_%lHSAtFxCttHR71$U%3$33~fS!*xXs+?m6i>bi+V@TB4tj9eNv^+45!y zVk-`>4dX$PgmxzW_FBU#ChVQuJ^rBqi`F_VRnyjY3nXj$Et#S~bmYjH&(I;e`?9Sb zQ)Di@mysOm>x{v_5-<8r_n3!ZZ>Z2d&FiM#!bP8|4QW&8h$WDLme?;7Yrv5p)@;Yi zaA>U-0s^2W^4Q(W+|W(U^SzHOCg9tYC@D(c*>M%VpWr$%JU_TF6%K(71qx*@AV$4J zmG3=B>94Y^iBP9Naqe4LqOr@lJi_!X4%C|1$_(Mkqd&51W#AL9W2u8{SQ}Te0Qx}jD?p#GyUq8-$`oN!yz)7E~FQw8Gm%Ws7NlU z@BKs}V~l9HKJ4FLa@pnF@UssD>D8Ce?`oI9S0Smb{1Ot= ziVZKU;mcb*_v)JxFDw1NS+bwKB<%1I4dMG!TOIY_3( z*Dj?EGVHv_Ah`%#+9k4OOtxQMvE3jGc79r7wp(2{Is8?Br1VH;q?uIqxGSS!=R1N$ z`t(3d)0o7Xf#CX5#wKH3_wHA2}Q|*{i=$9LPhO3pSEjNdF>l!1* z_FPZRn|LKkbKxDWVj+e_DiBvb3ZBGbBa*0;;Bb8}cK)4~Q?r>Y?$v+$BJEb7PNj5g zuw4-#lATMujGY@H!6VKoy9P?oQ)bu`L%$p^Cd6lFsJ16$f0b-Ha+CO`Uhl1RD)1N6 zF4jM>q2bdmRpVj=fA}atu&w15s-@5xpxPHNp(`Apn{<;U!7F6lYwRONGD!+(2c@vpk`o;j1Dk&dhL2H3)W;R`QCeA9 z3X&Zds8?W2!~5s+XyQEo>k}#d904>meQdv^?EcW7RICN}Q3Oi7yrQRv2_R`22KV6e zRnmAYn9!fkp#W@8`1=BkA$ypMQK9Ta98Fe{McLf=SjsCf)Sqt4(p2HJTLD4}MlaQA zkc0d6A1gLzS}UH=bGSGH;IRvFM^!dVbQ~zhcRN*7r6=hc#lY=30p}>R=E~Cfq|dwu z#eaXC(VYinAo7$B!E9b{9Y1QAQi1_3L*tE+&bnu0aip4QV8K#wrF$~Mu*X~W8V=h0;T$zb%H1#w!FF=yb1W)-Z44WFV&W01wuTZ0+?? zutlprxfr?<@`65I@iQp}lZbmLvFXk|)6^C}U=29r;8R03bLH+o>}oP1^tNkYh?aZl zi7Kvgmx`}&?XdAL&#bt)d0RDSt?;Lc-Oo}FGD&c-?&BHf;ujCY`eS8`j~FO?I>T*< zPZ0-1s;{U9(tRr|$alaAsZrT;hNUIZKe^%G3OjBud}!FpPiE?=lb~>D5>8Lb_4l<~ z7G9Y&@P)WGju9Hu|BOuK$)yGyAN5&8f0fzGRT@oc`9LRz{Ez;naxo68oS^DgiT3=< zjkCWVj>MEiGgX+ck0_6-G}b0~nD}D9gG&P*GthDmeN7jT*$=n#FhNrfT9(oF3 zq9UyBtKu+h0NnGbHg^1QvZbb%?o8(2iSOh@(adb?k$iT=YSll!~CDvF23Q#?GZHS)8`-e-$FjVlF5j6Q~O19{5Y8Ywb^qx3%5 z008PZ1u3C#MzY*vGx_DhyC!&*5k=(tgrA3nOrlP`-#2QEZFlh0&afcJs;J2-lZY$= zpHh-2#`M02NIo`4iWuClZsrsqDCGN(e(qm{?HkjGiuy1tu;vw6MfJjACm5ijggbf| z6RS>Pk_5m%uy;r;48&>tq_yUzZHoBl8YNy<`cK!Ccmt{@#w)pp=(=>)(HSmx)OvE~41pk~K2h9rCWD~hp5 zH!sT>cY}wy-MK|})uA_j6lohttVLK|wiyHu2bFhLIl%Zb!uU6b?A_14>VeG1afQZ& z{osi8umhG9KRMBAD^hOvP{h#_O>N1BC30E)N1wAkZKIxgNrnAwB@IM52pP9`>+z4! z2daz|G-OxvpX`&lv|WotwqDY?$Zle-gp6JT&(%MH%#jT>N#8CNev|}Pt*^jem>wTa z^u0C;Ps%*n^jkx{&T=>0Caw#YeW%@wNgf4}ppA>)cQL?8`+Rqo!fBK5>IJzs*I3L{ zXvCX0R)KosCg1Kn6kHVdJcWZO^Yp$4y+dgF<&;K8x0XbYI;k6(6d0-NPESsJ0G26?Tqg-614q}o zb8Z|iR0S77u&f_WmqRZW~Q(TvTti*RYQs2G){pHjdhy=@%LHK%8LzQ z4-h{AMzIy6)RRz#bHZTU&6=365nPMiftkF{fB3i`cBP|erN zEA!LND@dp{e)-hc%-A97veYoxXChzxyP(ln%< z&j*fJUbJ(e4lHFFjoQ|o15t0WPA%vVe!Aj()M@zHym4&puBne&VSTBiS`YAd$kegY zSCrYXgAzq9J;U1R4{W&&CAU1)(325)ZR{rM$8Pnedzk(~PVOp zt1J@Of2H3`pFZ@Il$U3AKieCUzr#VlOj+tkueo)1ZVa<6>z-^e4x1CV=@|7M6~ORD z4o0hkM2C?`^bJ z#3fdS{9ShRkfn$P3L11WW0A1>Eec@5SYvj+TJZH9&knmSHqyrMiMefl`o1RqBv%8E z91({0qIG)VSNe zO!M+501y2pAMM}(cEJ$9Lo9QpAEM<)U!7J$GZDANA?0cwRUDEVf!Tl2irmzBqgsG0 zfQ$7mb;$ByR>e><;T1JIy)Fimglu{2izMv+b_~N&PHh)`(zlZmz+qnNxOMR$oR&V; zvpQJ;F?0r(+LEnUP;wq!`W4dh80`A##Sz^OT)mPybNYbCIdC|Cn+ z9?y{{jQZJn&6jZ`7PX;Q!{EY39j>1IXT+E$0M97O(NrjDHVus>M;ls9XD6*1(ryeT zn0C8gDby}G{7h+Q?c0)3=w}HQBn?Xn{}i>OWgGyM4~@^}5q)&(bv6VHyf>T;hY0@O zn+Q~-ahg)7dXGQSB>N0&uij@IO*W={1z*OESR6wqnR-OK`K;OZdkmfk$8sJ{6 zb@-)}h|94~Yz>vr>e-8C(C}ikQ^&_g9vh&Xa>>8gq-b-2$?x)X|MJPtLl?`PYrZ>K zE!jMyM{(flJGp7FKtEbv${W4rwX(ze{Qej`T}JM>8S=R)tltH@W0-N zm6L*85&uYgKsNsFf+Y!y0)VD6WL|}w7ga0v9lzJ~9I{}D`Z@V!-Dfz0?P3@?~G zO-8Q=f-u=AZpdtDoXY@Vj){%~40Y!cHw#y#yIH=jV}P8mqG2-l`pqQ2g!$3a_!xyw zo$BJxN-Bjv)4v!8wznKss7hh2c)+qF7prpB17 z$M!S!Fg91rwN|Z*a>k8hm}TqM3(caDFB0v<#gi)mBDrICT<)Si#x2xHy3I%K>J9Vj zunOo5O#Kp&ax_*0ue74g^3fzmI@txU*3ar{CYmE@9FeZw3uQqFVm1y9sT>=xdxYVK z7<+3;wJiAlofQ&bC*0uDaXcQ!-h1V&!HbBt6K+6nFcPRJ$C(+LAoCDRkvCR+<{(*G zfG+P8Bg$yV95D_#WO16$dD>Z(u@#(1Ty;`gS93Kn4!~v{l=6+~snp$3>MENt zNHXTpiB0jf5(Vpag?Bz0U2mKzOys@ZtULzHdi9@qc4pqLxfSeaZ*6K^!faD8M<3{IMFJ=Vxy5BW#)#q0ZQIGzWUdLqWcY&%}Gw5DL;Zb#FZy* z*lD63_}rW4A}tPaicU$1SwpLtN}G_X3LQa6l(n_?=XgKIZvTf9p!po3S9_=osXI%H z6x9TR7ebELWZLtfkRimnj#KQ9^CEBVX#cDlA-Wl;V|e-P6FnLo!K&G7R^1MzG|{SQ zbe~-!RtH2e=rF+sn5)PhE{SutJd$!fQp5m5unEz7UKx4@PzlYH-vZ;@_+1LHZDfUW3zi$R1`H|(jsUWxJ;yF(_40^RKSw%DWgW;E26w8 zTeSTDc28y|B4B@(9&y{4d*$>Z5;t`q#Ro(;_A@Slf&8n3H|MAVV}o>ekAFSbJxTsm znu&oE+=1|x7!>~z9-6}y#)|a*7(mCaKu}PH>;Km$#uxc5Q~N zOWdm*q|IQX-W-tUM#)D7*8b3b zt#a{zgg{{bI@5kMy3dzOCPPibsG6lxMdpVrZF*Ho9w~)OWQ8xU9{DmT6#(32#*;aw z#}esZ(cnMKGliPRm0M*y*sv%IZj<*=x1Auz?`m&izL^1D$n^ut=9(8K&fLljtTdL2 zG-W$E`lP-b(~$b(nAW+ZtQ4$#yNKt58*dy1n(CDh$n;yk~^|^U#HgM>!v3 z5AjctI=L0{S_N9f&0CY`wFm)`a2FWN${(+b(auEqRV}*Z*ub+U0dK<&|ndtm+J*YO`mqqEc?-dW} zNCtB@^0D%BA7_c!kvx?`R%bX&OZOV}77X$Jg%I8YdU-`e6yMstK)yt3#ElOt(It+S zvl)ZDXZ+1^Vdtzydz_Aho~=pfhvJ*c-<5fmm(*U*mN?Neq4t+GE=QR)`RFSRV-9I=p0iterST5 z6gr4iAuQT~1XY3DwMxVVA8pmg5!@r@T0}-T1-f!%3^>B$)f=w<)WBuS`c+j-N~^p$ z!|Ag&Cf!Y(nq^!b$kLn$PQtq;a!aMq4hvAiGT<}8JI+YsY7M45YqM1U@iHpZ?Tt=; ztT=7e2&CKmL8xO#hhXJ1K__{auK^6yKf;I-=FUs^h9%jfU7k*DEzJ0#oC_LqyH60* zx$=}!PK5Nf)9^NX^R#q{aY@lW=Ni}Jo3?=u)Bqn%_uld0eA2oOxMNPk2GccDF z$d3^x;m-*@o|^`IEh%^(?C@_pw-sSoOJp26S`^}ii$^Px^TCdinggFcg_PWn_rs4>0L?k6{PGUZJRd~RNm_L9$vDh7A#HlVW69}XP5MJbo{&2 zhvA0E^ZKJk!~c4II%f(S7r=jdPC;Kk6*jz%QsA>2cW_e-@lT^@l-YX8%BbD8>B-ch zJA=yX_K{I}0aY{=)`nA1whCF8-Ik_vQ2mhXT_qArFWWeDfo%~D)zUey!aaviOJ4r- z@Nf%WUQ|%XexI*Y2TK~x3-?C6vbT;T{M!%cMyXGYio;g8UL^Ok)dwHexGv?3K0^1? zv@HRpFwKZRpmsCkD!M6gmfZA}bcM&%tvYbX7rdsI_sGT+n@LnyzwO_yZ8drbq%0~A zp7?LGN@oKGp1Dkqhq(n$2_GlXK{SGyK!|DBCsqkP3t=U;u zybmjwq_QZzMsb_vffExg9-MS!nsE1>m;uWmim9$zN@w44b>ek2?zK405vsmZvbK^@ z7Qi)<2rIWxu&Do0$>>7Q)7NS|c+?T%n zmvQgliVlt&Ah3B6)E2enV5IQ363qV9;4j%in+dq7de`jO%=!tIah^^+!0y$Ss3Zi< zz|6x7g-=^RzA&=rG|R%{HqJcpieMmGr8xYfg*(yCA8Z-p)O{+uSR3a@HgOz>mkf8S z;~{^t`eiS)bN|yTP*CrDFW5rrbrFe;%Wcc(h8Wj@{kKscpecqLU>)_NA2Y1*~dt!yk{Gfgw;BTL6Cf=X`}zvpTX1Q z11ruUC+4kVxyBwow1ryvr}eeQldP!bHM*J*t>v|~Gh~RYqupGBsHS1gqg*ie3BNfT z!=XS!?Pr`t$cPKxeJyL?ySZ1si#k+9D3JUvFzRGe4t`_%Ybb@_FjUWGIQ6_a6LrkD ze$fz$uh>pkU`x6Y_t;=F#w%ala9aR^v) zkC)x3#&V7*&1ljmYU$^%%`IpQbT zwTb%?co$!=-05%_?fud{1ANt(112zN3dy$o%@nmf3u>S|d=SZ!>3u<%sZ0?LMTVgV zX-oFU{PC&zdQq^#K!I;#64+_bWRd~IV|$~Z!pT@L@u1--~f^WL#&Lq*6OKs z9Bdv*XyDSEs*<;zX=chtNx{wQK(%d?LJ5(nG~R2FxLUy#Gs<9e+^1kUCRqRhTM)L6#m2=9@PD<0l( zJ*(5+*V0*sRLNOYipb+;-VV&{?Cs$u@$-TlqK16S@D{EeS9)K&VW!HVQYR9W`##o{ zhfTil+RWZ!g=vJ1(ZjWp+oS0xo>?kAU4S)K)z`&hsn6u2lS$UTgrs)1dgP}%msWY! zmGa8wrFbiUYk~6b6hb8eP&j$4n|2jkgtcZSPvrNuuM~u$BL9A=LVYGOnp384p2JFb zn}>f_q&2Q$b!WIi|QolBx(_<;$NvymH5$C7s_xQ{8DeOrK z3(B)6OX1x>O3SO2p1K;KQ*Y2*n;+pvE$?sy= z5ZNz6^Jv0@DMHSblzAXhusMEfeOf0@0s-P>*e)!GOrz&0UGUKaG~wIL8w0DOFZS$4 zd<`K=lR&gKmToSPZyPpR;JJ!Oe&9YI`lRi8;F3S{o`kDa}jK|cOHVNx7w`zQD~obX?yRq4ywkG z*S9XFt|NS+2|wD3W_Y1y;hh!kx4O}@6z6FAl3@0Q3eBRQg!ewJaE!*k`)=-Zs=W2% zGS!^Lv~qnS+;TL_mQ})>W|ja&OM=Iihi7&je58oT>dG`YAFn-w3+3s~jf^Cww{+Rr z%!ekdyZUII$Wi*}9y`xRydu9cW&-`ZqHt|qzA1PVu}0#GG1O$d7qrmHpGQptzp>g^ z84v#b!B<{Y3eORARwsKDM6pYl#WRX<;N6&Y^b3H63>WR1A1t!ssS|&;a4$}Y%gd6_ zDmK3a1p&617CO%$7Sc9T*2BS8Yx;AV)_^6t@yo2cX9qch^&R|C7H`&aLm8&aHg{UD z)1As`u2G>@Xg`Iwg)%9xcG8;6Td~2dH-(pYY)wOj1^q1VVW=0ut4sV}jL(Y1!sKm! zLG%I~DP`Jgw$K9~c0v?J^MyZ9s&Ogsr6nb#1LPJVjdR+9!4gw$y^SnmGHe<`P0|bK?u0p)z~kokU}vpUKbzQ!wmpJ1R`z|@ZyKP3Y>Lvwzh-Nn zdPk%8A`@7!KT;vjzBbf574!F8$`KWP=}dNSjlL_9NWnd*W<|+>r_Z-uJ2w+8s#9-|t_mojdC^V}XpC`Ueh0Z%<^uVF6MRO>o*Vex} zUiV z$MXLzRc2)6U}E|or}F=gRJp@MIa_OyHCpQ)Kp;sp2*mBbDRXdhBWnjC6SsfMAK3YC zaC>Jtn39;Dy8Ze_0#7M>DsMMiy3~@8CMgu3us1LOM69cED=sX~*#Q(67g<+XpPiSX z_>sw^e7pdFVR3Phfha2SdF1yNrbji!_YlVc^<9`j$FVpAwFS_eov$H^0Tl9C=JAS| zfiT(uivwamC2d>zJpnp?_4sE;2NE{<_W+B*G_%q*fGPNC16f;bUrk9%WBZKg6_x&C zpSQI9!TuH4nHwA(>KlN~x3L0=&x*YM5|{Kw-)2i;!t)VSo8KASx>>qWu6N9HuECfdTw407gK$zg4~fM3ohle*aYh zT7&qTd;!QPf%L!gfDC`TOA9OUE2+x~)6@R00YDFM2HHEA{Z9Ko+{i%80Dq`~T#fB* zto}*>AUAb%wB?|sb#ZZ_F>!Kmq_MF#p|Q36i=UFInFGMZ#@+$|dbI~y0{?1^leH13 zosOo!zXSY!C;%xlL!h+-@VAqQ&EHBZP%A-BAi3jzh=Cg6_&cWM-{t@ZAn?D^nCd(H z?tZ5uw9sjca9gkl~3N(tWYybuZ1^^vsNQJG91Z}LWK&%}Q zez#A^4Adt_8+$j}|1;MX);2EI9{*QvY-Vj_{JZl;PPVkl)@F82KyjgeS%X9fe`F>= zM*tlFXa@kg8k*AnPWRWe{1(&y7K7U01BX0AXZIWtE?)4#g-w^-a!A2j;>)+Uxf&@=fZ~(Bd|D^(gy6``IL9PGI7C@^csv#mJO7(w6<}Wj0YeO3&Giwt712YRi z-`-x|4S^0c2Mo;201tZ5NE-oN{~8nkEseE}Bgh3{>*VMKFt)Kr`28?hm;to>zeRr| zRsgNwAH)Wr75anN0kp#ZL9BEDT9H495kM>c2Z5qU|3RQAGJg;#itK+78v}q=;SXX0 z)%pj4m?{4Uv4djj{|7OF{PaO**51s);*SX^wBa8UP%uN#nf&8KPY2>`^bbf6pauQ| zf?^u~1Ah1A>aM_y+`a#_~@J z5If7?6Y)n6D#+>&qz4)NiOmQKZS7=b@cR^+{39hjs4AO3q(C8Ttp8CZJ*W`dKWb1& zTYb>BwFDYF{*luEOZxZO{g0RhBnGwI=1&iqKuxl>bo#@Y1tb7%DTlx2{y$WiehY0t zE7rjBA51{fe>9UGRL`F{OrTCVSn4~N{=)#2{tp>u5JyK-d*DAy1Nk`pnFdh2zb-Zh zLmT^lT7jDG{0|6fkjo#)0BVTqU+}*VqulSi=&vyrKpD>~ZSSO8Vcj6iQt z{$V1m?`Uu4s!0dhk@O%r=;z=6Y5!LO(m(6{AKn52Hm)AjOrTn+8A0Wy8LTBgSN=O@$b6|00g=M4G|V*Z45aB&A-(L7kLZkju%6dveO)wV)3X+#6m5k zjy&rlIPpf_m=j?Ll)*A z%2J_G_D_?Z_bqNCqBxMq%26+1noMhoZTbjM9y%0cZ)tysWEg!zyG$a|DsEcNhIaWe zP2YfFZ;9?YkBZxhH$UDA?)dhA5&c!alYfD7N-rlEYe)jdwxbqA?Tw6c2FO{3wNSrPH6R|sKeL%(1KBGoGWCA8BLqKLZLlT*M})} zpi@4pJtNrM^H&KAli*uk0B%+VKQ?}^BkLr+=6Aub)Wjj9bH0`R-^knLo~LCp10HKc zMH-7f>En9(<2!6;*y`8&)fB>6vA~iU95y4Nui-MuAnRx8AIxQ{-(Ap*#1KNxAQbax zC4OqRKd}CAwY-2|CGA5;TMDJwkZgJt0+_%D zVDWSsVNVXSgwS|r}GqzFK+Dd>~sDI3OQL7d130yTfZ57 zUpz1^jj#T-NV}@(TGbzkOhJ#Gfd-DFxLaUdAZD9mtdIBmWLU8SsSxYKXzF>~Op)^z zxh&WQ71+wspjYY?TNY#y*EmPitg>5`1+1GdLKEB>@I~Uo2$_ybC-oJriL;Q2oR7&K z{0vt0ml1xnhEhuE?f0P{S#6(T6~Xb7^Qqi5T$Sf2w79nAllglWSTxcoMfrjQH?AO% zx(cdctiv=KKI7t}ez%+3ZnV6Pphj2jO;ZiU zDH~|IsZ!1mC`V&oY4Z|%-rn4zQOK7_H%wIPj%9C+iIEga+)5i)|GxZzTjsdlr3b+L zd$cow^FTw#I+V8{vrlaV2yBmMI6$sQZ7uw1V+>tsd(DtIqClS@bv;QK{Vmw|(;IX& zMLI{8xbX#NKXmPT{R`iWR6Z>%Q`4YLyZWe2EvYfKb=^wh{B4Qj-Hb$Ecu4jwc2;e@ zg5*zJWX}f{B&+k^l}1NQb46l%55@3vg_h6ML=;Y*=6(<&&Z{S-HwizU2wV9O|#+-iypS=7vcDXqaNIw&=om$Mta(AltW4O5qnU!`BLFa~L&~6?7)`Us#3p(igx9M6;W$s^-YE|w`Pw>t2@{caTp^<)Y!sx;*m-jO zq^2Mlj=*sx?k>wyh!CI1GEaf4#e@4TA*BggXjWExI#MnyiEw5giU+fTHFTc;7|nbBa-|8sg8YqQxS)j zBYbcRPmzrH#^DPtX~)k-Mr-h_j)H6vokWeBjJ$;X3Ee5KQ(}Nh0syj zk?y_Hj$4f)Jh9a0fr1I8SlhgE=tp9YrQ+s!608vDP$p^jE2-TUBS+W1D-j5Hyriw% zu$%HNw7r^2lOsV-eeeoRVX1Q1(?w}ifi|Q{dfYPT?T9b*UldZ*>(hwaCryjZ?yo)I zQj5wnDv1u!sGyA_Z%Qidzj|4i>WcQ1Md5L;dU0?|(dY?Xe?(wS#6NdEPffzwSx;d& zH26Fl;CU1#+aocNgT2aRXEoE*9r(g5NIfqZC2=fr5$j9&tx}0n>&4<(cS|Lgs_u&Q zm)5Pc-zzKs0+WLOuCx+gpDeuzvZx9|SA8KOn>u8z6sdW2ptD!S72`Ya#Ojr7KS}8D zmUF{IN|g8h2bZxNjtas<=K0w3w^n*JLrI!PxJT;t&f6R93i^D`x!#S+h4?lR($Wl< zcfTMKbScPluopdypMYYd{$vnlT(Ib*<3GL$=taMGhjdie`|6MI z{X80xO@^V8koDAW+sKaYN0k(MvE2FR^>(i^_$?Szk(Ibu*C@d2(H1Bqaz|ZrWZiSx z@oe|%n5R5Y%-TLx`#?basPbljU(51SaS>Ibnh5f+k<**{$kq;A`$X_VFr&qnN+QFT zbC&s+I+fW=S+%R(9$LdWig7puUumk>hZN>Z*r8}B%U@;8&o4`Nwe_8CW?1vkW$DX| z5aR@PY>S}`&ntfBl(pE(*r(Xw`ahb;H4H@q>$)P&M+x8!M~*G>wfmGw`i^KD5>+g{ z-B5_ezC(q|16YcJ*}S5XOfzE%#d8I|$tuSH#)qOlUfttkk!_*#0-3$!#QD*Y8n~j} z@UY6)Vx+tT6Wa+fMTL!%p5B>3BTtGNIL)w0bp;9{5c%hY`D?-agq{giDM~xs)GHhV z&%d1GHP?97YS76Fx?S+5@VR*AT7JkKHtVy%^XClmx;}eY%n(r+HP+|HrVVDHhqQ#} zxMSj|ZO~DcybcFq_ZVGbip>Y72^1W?Rv-f zuueB#9j2X!R!yoyjLjy)cfCF!N(x0BMSe`i-hi*Z&B}HxyloaDBK+ z8|BZhI#V*GXuOce!mDOAvDi%TUW@z0-V#g;-R~)&*?Km= zp%W+}*DP^>F$*fzA*N9exc4PbzrNA}c6{C;yK=d!2w2M&61LA934o&i)*Cb!%nDZf^ofkXBsKcX9Rtm~;iX+?M6j@RkKn2_;nT<^=59jv5qrmK? zM(qAPX7V_3@6b%;M67VmH;%<j}5d6ien<^=460-$LAveOur7VQDe(u52y8 zxx`l+K2Dc)U%2lLJip8%L-skOUdT9!oMyHL1DwZIefI0xyXDtJ5%4%EQBLRgp(+dS zV!Ez+f!p}a3vEO!6z{1sypqELeWJE=a@?2#MEY77EM*(Q1v*0*ks3*by;H{PUX!uy zVB=~GNVU;QM(W=4XlTEa!+F@4CJSUR0^p0cZ)L^2-qp6i9dm!ef=jiOHaP^7D_L!i zimo7C;?kgLnSDI_(L3X$)g} zP&Z73=XQK#-gKHDOwV8X{aunm70#(Lz=OLZRsN~?=qLLs19V*3&>Wki6;Bra*b}!S z7<~FO&qwKdK^-IG(EPz(90YM@7ci{iz}fWuUI2&PkbsnZg;R%Lv^fFulwG|GSXwZ$ zbi5M9a7ukPG=bsmV7!`f_ac@|=dJYACL6QTt1i}31x`)DPwh!I={Vxk*J+vuBz$B9 zbWyay&Gyb3m=$?mvzPC3)OT@em_gGO7KcJ2WrbbrJ;imnje*2882|*n{3y|sJsp*0 zd#Si8M;=w(2e;S=%Y>7dsp#&p6^tYra#YwavLvi~!FYBssg1_W)!x^SHtTlb*~MuQ zd~FvjJ2}TV+YjL8}o;l;Ro`3l;t?)rsvN#X>5jh4)`6{?Iz z7&*CF(ms5gLL$$PT9t!V2aKptO`-wa&tDm1y!+qwO)tA4Cs@GZp-rjjX{K|HXK=^w4 z28XPTMgfUoyeH5BuX?zyri%=W++48S-lCGM4KvH!)^Gjw%GEjw2 zg7ryE3`c%C8mX?8xK_>)*j?Y|UP}J{Y7{!0TetIqZlW;9-=RP#n0NlrR!z?mSFf7A zk)XtfnXnUDkwoTTyG z`O$4|dLK96oiZElm@)n&4pGeMUUHK>11+>zK~qU^y>@PDfH^8o*4e0|o>HlxAQXL1 zL-9jxK;9B3BR%&^d{d%z{Z-H;{H`k`m85>Jf5n5A(t*&lTO2>9wAaUSn-`M?8zwav$eJ+leuf3_h{uJi2$AKl_Ct1AQ_~D*1~bL3vo$2lW=*S zyxHz~k6J;W3FJaznt-7qd^OAp1Vv7bj{-PL_txaV;nIFkNx=9$`B&=1O`<~^VU3=r z&J+n@bP?lC)#PR6D!qjp*Bf`X-bzjdjwQa%@Y3vV>y`IOXYoYYZR_yr;+HfjLldRAh*ewe;LvLh%po?ala!lo-mma6 z4b36aq?lgWdr03s1rw-}B&;-=OGnLIwDY?r2v(8`7K?GXHaqR^3pVd;ZOX_65eTH8 z96#_ntiCHz@sEJ z@z*(#p1(AIzG`ND+Al6dD!LTZKa>h}s3P_|n{XxPpP0)yi}{8JOEAOi-M#BVYC;VZ zv!2NgxM|sSqYA3>g2IGj7%aaD=PbX})IjuP3Tq-uOQ4Bo9)( zC)|BFh!XM`+C6v6B>X7}GwtT?q!IQ_j4QKj~}degJI5V6w&1@AujUVoRSVTbo;li z;W;Tt7qZI8l!~0sEn_hOd@Ed^3h1})%V`WGR@8!1^xU{g0xtsT>g*;~)t+sLa(kvz zma_H*ntD|Nj4wKGHZAsr!UAEPwjKGxPNN49;@#jhsDrL9z)L^Anz(TDDy4K1ekD=mjo<#F%HQspgsx{qgU|?zY0xsw z6924CYP&8gIq`Vqkh`?Dl1ahYEgClz`WT6gs+ihyIESL6*29zt5R{(i^)7Op*!*eu zV%0_Ev#kQ1KCXE(L1pi(TzacC{kHIZ*bo_t{pYjx>Rf*{!u2AvBy-oSoGULU65~O^ zi10?qbQr)_aiE<%KN7B|A^rxSIgt3H#RW&B_Aq*G;mER1zS%;lQS z4aQY%@XoKL_bcgESrVhOOKRf6m9WcapJ5XrH+gZ(`1(s@#bZSxamx=C*@RSL?Djg zjW#yJubO|lf#=D%11DY2)_a}(t=c11d@zS(j}s7upXaV629D;< z*o&eQ*kHuiD)~jA!@npjq_wkOzVEe)DRy;F1#-wb^)iWK5RuiEK@QC#;vS|W59@pg zNmds6%rji=p^b)`@4e>4n=_45Y-&J((wR5`vD#rxQu8hY+)CPL`Ites>LdoL1CiUS zth<6|P&L=QOz@jV`@_sD)kN(We};@sq%BIsnVnjtyFd4eX@)6JTM3``Rtn8#{5z3 zKz|>LjHYCBYw}@V^P#tvCg0AH$#*wT_Yg{jLJg9Ge-s}FV(e?50GZ9%udJ||JLMRi zfj*(8=!HRq{wEC@w2a~`UpTI`9$Dcae7)W<&n7gBiU!KcqYzkZW@bjyd8~rxN$PeP zFdI6avWrc#knNvC-N8RaRLIK7T+gAykMG4Oqq9aBTXYe*4NGkEbA=vGMviCeZeyHP zTWW1{p(t5YB8AMe%sFWH97 zD81dH4QS&gcYM}Y+#YfRA^^2QOX9kyBOU;GP_?26pJ`QZ#O8SJ1DRsiv#!H{duRI- zy*v^M8?W=H8T6_Omqti|&RhT^E^Ro2JeVX{=)N|e%H-EV@_pY7=s72FbPVcvJ-#tq zcZdkVfc@`{rO(*1p{B2>o79(Umlwz$oTSsD9v4NHD)U28r_x`4ptGR*L~uE_5_!R+ z^P02BRH1jhoGUQU5I#F8K;UytI$U3B@SuKenJYnq8i#)C52Mar*qMT&MptDzQY?f= z-Z5mnH;B5>iKoR&-=??EC3OEv1PK(S1GC{^ujPE*nMWBy;t24`-JgXPdyarls)}0} zJ#{Mpr-ahIqk&$Y372s;J<(H&qYpLk@ysxwW1Y%eb&1~n(h)1@KoasqUX)HRJw?+G zfsXux^ouHGah2|wcf71NRC0HlG!%84FI^p3GEAUzoffKqrG>$}i!cO7nBFJ!1Y^V( zws-rB!UZo(3eO)d5a_c+A-W_F`NJpb)TEj7w}AqZFpSOyKgHAwhek28JYy7KCD#+b zp@m8-eM{F`>9?kYR!qR5jw9nQYg=V=Qs7#9L*Z$ojA@%nQ<^tsfO9D@c?ClXXAC~V z;psDSB){V)%Z_L<($H?}1()TZ(%$|q{g$@9cYoYd2{T`7_U&rv>&U8bl?|x|MLM^v z4?k9=4;HDd=iBOv)~w^THxQ%zgc(Kn$k|e2jiw#@LU~NlJw7^&P0gr!h;Gf=;JSl( z>Vrz>(Ikh`pduT}2okPqu~BiBL)nI{O21WRux1=2n7#UU(_j>Q1*hW`QjvpuBsAZu z=j;NxnB}JZrKAo`Y-y|wi?^KW* z+&?qS#&VWv>Gz_Qux`Rr$5X~h%6%w!l&JC!OrNAKg~IpBw4F?f$pg?8;{uGNPlfgs zslH63ACjfTAVr=qH5Nb|SdWa6Hyy}srx&^&SKOe%c=>r}!VkWyPlklC?_oD?40NV) zKJC3{NqSet2!ZI>0~z!QTpNFGemCBTbVT^qk31ZY?`&l?7EkXG6;TN!s)A5sZK`_J zkt74;Jeg^v1F~%fUp=$AM3vvMuW`4$XNZYeR%e!NN;}QZ*F4)pfi7oXj@fM@ zN9=zrQi30Ouin3nn!P%!idN^gUXLQO^9?34YC4R&c`QX%P?Sa1-nZhMVr0$*hrJh+w6KP83I0os9o#SSoA~n+c6(kC!8d~2jr+b7dYHc2ewa+Rg z=8YQqfuAE8>O~T*DNg*WA7+NM8GiD9DSTA2s``=B&VX5K!cop@-%t7L#8&`Wa>Uig z634BwG?R6t7XJY52QCM){9``iRd~98D_HA986;~afR#()Hb3RM3ul!7<~8~k!nRfs-ZzNt&Pe1g*c%|sqG-|*9~ z_=>3=H;3==2*}b<728kiX@d;hIt};P+Ing}eUscs%Ad+=v{QLk?^U|F$r(hkzOYjh zZ=8>N*C!gvBPwV^ZzLumA(ub7pvpnp^082X9oR>B-rel0IBYj|Uz5xvJkTMh{+gE= zfBh;`$-zY|!h)(K7f&!Mmvc}CKSUjs9dCNm${bbKkC~|^Rs%!1^wHq~sdcypH;MwD zF0))-;5PZX)_qj4eJ7J6ufNu_p!QJ~-oZ0h{6s8(0ri^pA%5j&fBWFDeXG4$^lj*l zf(ZJOYvo~k$<*^3Gg+wQx`_O8MlRrPi#FV_!EYDt7oW8lX@Zwd?F!hlfyQ55e(wvcY2iidWqJbNGTU;*RCJLcRy2lSEJzjjCjohT* zm6HSeHnS#;2CK!Wx+7w&T4=cd4-K|Y_ZuAsnk&2?p>v>um~)Mh**~@y?D$v8?Za8C zLS)9Fa<0bjttF^PU?3%vI9@+hWTzD4%b+V#!v_n>xJVo#4}Ti0sCCkQk-t$lz2yjk z?FxQwfNs7vFZbMHEApUwIo-MQHo$w2Ea@+`Ne|Wnw`_okr1bM3NLkJ&foQF%^DsnO zIRZtbO&C6rh{O+XbhPeE@RqR=-S%r&x~Ryn4T!UB7@=|;*+RW`gUpiWvyw>iT6CA7 zb@{By`kvO)=0v3_VNpLbWkE@>N@2{Mf$t5$sFQPv>xt>$p@WOA8=VsDY92e~#G?Jo z%V0YNJc-7U<6;u&XmrGp?a*|H%!5U@!TLtxukaGONzQOh9j8kY<-mX-u zXv``8F+>epb23f$mG(@Uo7N=_Uh|kaJ2aMRGU6)R`TP8h?C#a zEutd^cP4r>QzX|=n{taCI{w-FQfH^TbL1dtcdZ*beSnkFdc=U_QnB3m#PoTH+Lz63WW*afvipc4R0C}Stcctm z!PetD)PfT41v~nQYXiTcV;QWfCMERt)CP>otecw+zBdJLJf@4dUXeGBU|16J;agsd zklxR!cJ=W0q~0W$>iWi8kT1l}OKPFSIfs%nbLsaUw{?p~6Y@r{I~qwxIXJxrA1G}p zZDN<|8xyuQ3O3b93tQ7>%?Yru!!8*`XX;zz7{Ojv#BLInRU5fgDBH@V~OdPm>Gp2(sVHlEB(KbM&v`rT}N1I-o z5u4rldXGv4UpXimZf;Tfb%I)LWVb%9In94IHG4KDQF_h;aiEa|%-x6JMUN^cbdtZK zERC?SK*cK?dr8J3*qU<{kR;tKij>HG`Y%-DmUHGq*r2hy*&e4!c4W)Las z3TIo=52C5;7J`XyOdjYM>cdZ6QnxNhy{?UKV*QMiT_S50+mk1UXA2_`Oa|b0Eu52e zJTf4|B`1(NG2osLtsFgZz9n)~uPbAq-h3L*_S?x^;75^;!AqZn!AyMmJW%Dpf^pOS zATk>1%9P8GqGR15)xYh)8g*+QrO5Hc?%FIKg~G&G7U@Hg1aKB5NEM44lhO|QL0}ob znu7Q}8hyDc%F4J|jY+tsg^0-j!sYQ;xg+?HLS1b;cS65k*ZjVw^HUWV-}&O|PHAhi zAZyQK<@Wh#c3iGhdAB=jSz90bi-D}ZW-X2TM@Ow%0n2x40=Uk1*T4E4IIP*p;z)36 zW|@n}3&~9W9Yys_$pRf?@f@@#qO)rdLcQ?Y%QWPphhvgONClLONR6YvvYRVbF^%-caF)@z>_8RqENiUg5ZgEcuT;g|6>DI|jfEsvmH{ z>8ZtKyv>nx+$!LZw#qKPS;6&cuv#nY#D4H3?aZ)tj3-+)k;EU7Ib@*Ti{&!YQ&hjD z1IN}UJfQ$f%Bqx#gtsr+q`;gN=0FsAzVn1yg6bdSZB4g1`EeFu;u@U#;r&2msR>P0 zg}2~AY$M^&3wlbpJW=Lqc66`;-vLc9bHr4*!j(AjUN2Aj&&@#SMF*~eN{j^*CRgUQ z9h5ES#Td67o)BktYMf766ll#l`iTS;m$?TAwHB$G6ghV(_F-aBLf>27(fvq^?r%3= z3&B+jaz}gPQ@Ge*N9kjK&NU{y^vkeoC6Xy@fZ|THvd@ems}yV3e`H57`j+96*Ef22 zc|?(0oHf835!fYyRD?EE)2e#&4)!c<+`2lP2bX>+g~rzh{NfN>0tyoJnFebjKDWig zx>x*X97h}z=WD|-jzn{hvb#-8?nqWG)Aa;N;5rY+z{ui2-Ump>0b;jbki9xhlnG+; z&@*(dbmr4oxbXJ`S=J($@PKtpt92PT$)-WakHqI2>`jn$7P3UpdZYHu%8kEZ-C_ex z_e7U)>Uv5{!m&}(i{F`#v5OSK~Ukh@n zG1$%O|BvrD?-RfGSjTtYg@FZ&b%g8)z*}s~bL>v@5%Cvu8(FqQExD!cBe__7Eab=AWtteieQn}+VcSq~ID>%u z1aj8F6iMh065dtF#DV_mBgf1iau)E1n;V^Y<7(DNeoO+18^r~h6Ye;5;Bh@2eM{!J znnMAm!&@31TM@qayYzjcVu)Xzpk{(vBp|IEh9?UW^Iz9EsWx^b8_yb?E?V~Me^#0q zaH5Qm7-3LO3|{R|6@nM_D#suA%sM9WLt?I+JihFJe>df9#WJU)Q1mki_Ur~2R%gmQrVYblG`Z^pEeDP~;1^QC<;kqM3{ z>de^qlWlQ1TpfmgdhUYdFE0;4Sm9C1z}a}}QD`kI~Ut=tQY5llR)_-pnv>ll>5 zOO~m98m6#KvgQ4J;}w_8gxYKHPRW7BuUg)4;GYR;XjeOiO9k{ltQ1V;;B^`NurSl} zeax~X&)_1wY}zuiv%5bbt@`m1l?YGfp87NL9eNjJ$~QY0=Su&+`{W9>SU##9N~w46 z^=R0sla_0sWutk;4%n?u(yLTIIO!rnNHDJxxFy<8V|o3wP?z-aPkP=8)R}+0$h^R) zOo4s`- zOVCQ~0+`v7XO>r?Xv+i4xTMLmmtc$$vGn#^H|kv9iuJle?zh`U+`5_s95Ljt(%IJ0 z0vb4ib9tUBLMR#w7eAd*;Y2dWShN{>2hTp9_tPS>%MsD$@w_>e=RQIQCRDbZYGtZF znA;%&EL>-Q9+`KgS;U!)p#s=uzpi_IkSKrQ|>HOb=+Qwf|5jnJ50m)6%QjGD`mJW^SL(|Wq*@FL>=xhB~C8U znzWShP?x&lTU3x=O{U7u_a|kgq4GRaoWf)Tau`PiKP1?uRAY1S3k8^~4hB7j2mwsk zQZ0dqRbs&1G}v673yZ3QSCtF=RDLXL{3@hs>mk~b{guEHC4F&$Ahj2#!uJFWWEp8` zF{=$slOCiWlA7QA--TvJ*yyDDlUVv>Ek(W*prI0s@@jsV6+UTs$IAKOx#*)SkhreH z#Em-toRx~+fyFoeY9;ke!mqwP zQA}$*-|Zqiqo{#smFmcpdbhsh_KOC}j8>y3NT^LL**}3AH27T)Q(xK%2Y!UI1R+v1 z(#_;z54gj5s z*`X-rZK0B`WR#pWuHvBYZ&SG(V~>m`_U1K`MEEX`hy4WSbfn_b?N&M}55I6p&s z?PErEsB2+tk+Dt5-P`1nvvA|dZnCVbXft?X97Rfstl?PWr%hO|2jW;Rl}BSGn45U* zL0waD6L@Kk^J!pl41`H3NV~V5=lG9u)pCs^$$cPREB#J>MC%!m-EBUgI;zQ!!nm+oK%L8 zYx|6ICi%-~GtCDHvk51s4jr26cwd-%-3PjU5b+<}LFvls72l&e)!seE=Oo2Kyqmbx#CfJG*9&BHGLm~h(4 zTxtxW4yN{UKU6F_*)XL6TP}K$+&OWY=kjwbNy(+HDmyazh^4S?Lse+u7_1>Y)elfh zbPcGRlYA36lrtw~mzG9|Ce$%UDqDcnkxs0+=INnDG?iERjG$<({fpQtM+7~Eo)DA9 zRe59sAK8~cF2z}6=cCz8ktOdGO*O=?XMWrV7=|6$uY<<&>8+s8zVRU{@wA)wx7J@_ zhXs*rkNh-oLSqKx-rT?x-9t3_CfJcgb5rt>j;Iec2Ial*4faxt&nnRBQik~))}%qu#0%Wr=G zSKU5Vo!+GhXS-xiDPo>$L)h4+A0oaLjk%B3(Wll6^L%wNr_|`X4dg419RnJlQ zs4aokB=1H>=fipTXRV8`acCRJSX;Y7g3_R}j+?(<3C$h0*(Kkum)hx?)R96GXSh03 z*S&uSWPluoatF9 zvJ|N#c)aFgDVkbU_$mHYVM(CyvIlChKG+j#&WnN4!I3t_XUEcr@n)QfUb?>8c6+Wi z^ga0WpQIJw`;oNTavi=ng_lwFX&G;dP3)cu*zc%bgO}D~56z zB9;daJuTZdEytA-$^|z*66WLLq1cBSF;5rSgLG84%- zcvenFLy?TKfVQ3ZtSXsQw(dwq6=Fkd!BF2G{X*qa`qN^dS>@DeWiqm_7E<&P8+#8M zJ?*Uce#dw#n`xn$)trMpogmmxuH*J1ycIOhbyy6cEjK?GJ#d=$^aqQTqI{X65xUu4 zYVn#oMW|ZzMz!|Dh4IU3InuzpDKH)ah!NHPB!Z8~Kky;oZOP!6_?kUP@8ncF-GW$; z198iIKUgjfa(1T|D~-8hiURp@NXNO=a;Qfr&y--+M2rft1W&|aTC6(aAeFy?jRY)T zovFQwMSCbSXQ{MFjOe4tn@%YhHL0Zhz6fgwz1vh{KOwcmtAkpn6N(0Jn|9dB3E?gr>AcPbt)7l?;NnqGjAH6Lfx*`kE)?7_vdaohizm)H&12Osk~PIFbTH;2bxN=%VenawaIK4|Wi54LNZ z6+$2_eo+dheWDHe5-Otr1$fZ zUH9SXTVLOj<&{;AVX-=U58?GcBp7KzOJKy%>ovEXRQ>pM68mE|X*r!(0Y(5!4UriWa3h6++D-AQ=6^%;UVlXhSp5gu~)Gh>LM72>AKveiDgC3=L zE-jUpQ=iYmF7zuZQmq_I4_7_&BiQiSi4R*RZr#U*Te3@^ZU#?qj`q$Lmp_ zzf>6Q1a6+?-*lGJ8dA&@C>X?wOwm;7ySHtXnVMv3)89FYwNIaLg2vT4XC$ZU2J$m6nsu{K7p-o2b zkkcQ__K1o{_TWf>#RoDwsl~iYTgDW;Pa*6w&xLUE*(Y%hW?>EHv5HcphrIxBA_1#a zf9BR2RPb-yr=2E4OWlDr7^^CSDNkw7oI%{(QvCd34MII??hW=!;|5OU;=27h5bt%g zJGFS#>6Elo@M(^TZmAkIkc?r)5Jy_^z2f5SYA{1O;?Cld+Z2ZLv;%dbQ}Q@bg0C_bBHS~X7L zJO_3$Jvh@rpXNgAF+YG=Mr!fxGRCi9eQi|WGyAWe2#J;8b_GP^HVWCYjppl<$KFj> z@Fc0Vx1oH#ExTJb4ko&1vCZmo!Q$m<1(KR|9{MOcTW}>awKI8$h(5nZ%=cO}S~0v` zzz_6BO4Z*MQ@`VdF~Qm?Tq%zT6V&^^cXfqMWt^tOU}?YeF5Ga+C&Q#n{Hm5I^P2Pl zl77AfLT6ozp|XyARMV-2JZXG=QpmMXe|x}&(Xb+l*|HPSzz!nt|lK*L5 zMM}4;H_-d{b|bR}=WjaOj|rW`Z|)?s3l-|}v&P<2e+b(aK*usJb6oaVb(@7ut|D6y z_k7S(ElhrWY#-r>j?R8$V1k=)&-y0wIro__s+V*Nb&F9D*gCD9{*#K_erp~abgpo;9X0Exb75-n0NLf z7}OT)M>7$?DY|Qn!Yu2Fg>)|3cH%GQqYT&*>4u!veLNId6t;69%LwXDBtV`E|0(eU zosDk`J}@BCn747EE^%H%>vfi_a+Gak@)j~yRW5IvPm}$x+0?@FliUP~1Rv{msx5*{hLd0xDcoCH z1aXk}`7mU&pn3b{_+6<;f0i-5`de<>>{Sbx!%uw$^C91Sh&yLvW~Q!w!9mAq_0{=g zPL*Kzc|Y!^-x3q1kiVuGhuuTfhwZvlMqc`zR}I(*c~Vy6vV}$ep{gHg%T7{&%)#PtYyP_vgp&uB|aE)l)o4mX~**z6LXk59=y6SLD@PvBWrQE3q zb;gvWkRzqYWwR8cZ=o9LwF*p8)!`s9mLbGaDDZx9W2W%2J4(;J>ti$yXicJr`^hl) zXdK{Hz!CP{bKuN?>UdIkY&ZmqxIyfGV`bE$%KJI$)=8CB@-iCk+b+e|R~ZMJv}P~) z+KuVz(XRd_`X3pEbi8}J$ckq+AK%Xj@jRc-VxjeG!dy5QuYH7Qx0YiKuryLofy|J_ z!)Mkz0;f}zYN$lb{wG)#CVl87p-X|-P$jb1-xlCO47y?`*RtmabmPR+p3O5svO zu|)CKV{Ixa+a;<)Yx6dC=qHO86~F4T+lM@NQ6*xk+opzQ@`ut*eQ-kxffc_ztk6lc zOI-SCwJaKR;1`}$K>=We`*?{6#HMV~?s@d#7k1bDXYQi-pV?!HF27J+qo1M6GN^x0Yfhe57qLS~e-2+i zjTsDB5@${@H%!uvyrQ}w3m zWSyLxok}YClbxNcb5nc0M)~u9$BL@Aqg+?EN`o1*Hy~M5^QDrYCc= z$7PAfQ!E?Lj;MxO(%KYeVy&vj{k^3JNo3ZX({`es8y;=wh2Rt5PzTgtui1@^LM8rY zz-AAO4+VWD=UnpG+?5JLUA>mJ`t}q0FbFA{TJ-?uk2a?Sj{w1vyV{<>f0=x31XygT z6^AnmH2P7imBlGUHm9lxFwedY89fLbyoEVi04utho;llhcOQjRE`%lAX=;u0VgWt~YiG4AG*^dmk7`Bxee;7GY_sCU-d?Bn5FK6LD2Z*b0T^xo5@ znHLLJBNi|S{J?K!xJ|_)vy+j;5?cplV>h7G4Lf!=4201s!YE|nhRRt954I|`)7c@> zGgl#q9jzzeR4J~(_N8y#_ndtoRMl^=FR6{;i(W8s&h~M-;i4UKQEXR~8xV)1ctNtD z_$R{br48O^?r|}j$b!Z-uEzRRl6VxL+w`8zHs&(xNP;>>W;^U6|2#^=A5|r+rBR(V z>{9J1NDmsJ;U2&~^%MfySqULcoQw$0O1oRQJFO+(__srp5Rt~TtU zP^#H{g}cbPOWwMO?O3()ayjje8N#j)omDHWVYjUR8T`w4RCRddH6%t&W&|-E`08yr z*(fl6undd_`x2*UZ0u&!>PrRXY<{K_?laK)A|q@BcpWXWdQIlPbuxq~(7hErj)FFF z`ib7Jg4*1vg?V045el@D`bH4ccv=J|k2p5sH5^LI>Mx9D;OMi_{ zQ__dbpF$6PQ!FiMG4?e(QE^MLo!-E_inxl)HkM6qm*CYL=@gkoq{#t05wyuVgJ1Mk zxIN2<*4bB-ehLI%fyavDBa9=kwP|)I*`*V+x5x}tjP)n8xLKeFpYr$o#89OffT+Y- z*m+EJ@cUw;k`c#Q{qNGznoFIpef)bBn1>7cv~DahIXI!KCa}Hk09KdDIKAqg^IVM8 zT%KCss3?l7xZ*Zk9o>r)I>h~w>l^C(#PI=Nn1864dpn`g!z`VEo$j?prSdnn zmQuL+(}**1xNer?h7SO$(J1V@Psh&PqRKmgD{J3zUJAT+9{W_N53+V8tRx+*g8C&CER3cscpL5ogrR#;35;QAE+&5;Nh`tR9CfhR zY8TaB`YFMyMz%IjPNbwP+4c19Ry)=a7D`P(St62xxzDG~x;981XxRfp1}VCWvJ+Jf zqmRpOvbR&Dd;!Pmf=)50C`Oye@ZvFWLX9;sHr?>U(BJ#u-Q7rUn~%&i13#{ zwQ;w?`xA+Aj^4hQNIwWA#~Lf#4)oT=QTko1)$c+i-nZ?~b_42Gp+PC$rgC7sIwHfz zcbyd-USJ~)iBa5#-5xyf-xL$sl3K4ff#iHc=``f>F;da(FaONe=9@xymV`B+d1`|%IXh3TB-Lp%SJbJNZ?>Q*I?aH$ z;}48xq~%2~9ag(F$W1X%WcN>pW;%ED*Q(H}hmUo0pJ0r}+Qd?Dwn%Ftiu~?ZfMIt& z*l>GbAEV;k z$<>KpI1!-YvGfJn&^2JHy+>E@m(@lf<#l%-Sl;rWc=<2z4Xf$4+F`uUY3DWuf8e=M zM}{~n%D*~B%mPrEB|ai5)ME8LQa;rbZIFYz5_^sU z_Pv?%!GXg6^0NhJYhjFNN49ta)FH(t9H=wKE zX6i@b&A8$ghI~elCDolN@G!>y2YJ|!0QhI;VOmG3N26ov-yRr+Fh!>}Hn{W{)4$?! z^z%_0F38B>Mk=@-35OawygfEglyJ(Rr>#SPVn#6A>R#IK;pnlXlxs%o_Qkj4RXu+D zBp0`-#1o&=cCaUGG1?&Cr`yb@I_evl4U{-4JbIwPH`jbK24 z6UtmTR`xrp61#<@ zi>d|DTmnjdU$!9q^pEGsJ5mkjo@Ze+m) zgZHg~U-zKI`OHFeB=*_lODQIbqa7yKg^9CW9PM2!FNb^9mdDXxeZ&-NX$(k&ban@@ zU+OS76}Ot31e6qG0S8^|wk}Borj(ZpFalADj;9x*?BQ`up$>=n&X91NSYpH6$RRLp z!9H6+vC14QqE2Kq(W-b((WT;z8cvMa{9XVs(#H42k?ewmQo?7f0KQLB&)0%-wW0NRSbR z)K$tbpz%UPR>gG@J+on>|C01Y+2JrLzKE)U>DSh(cAB(R=Tr2T%ks(cRg^EwpYv29 zrz6J_Atzd@pW2_q$?#h&KcJKeXfr#?(4$o4-Q0k8;(R_y9W@e3C8}rj3h!Bw6=rq<7hJ z(Nq6Ct(UtEsgN(HAnMR!e?~$FmizM; zCgku#@a33dt`#PH5%@?gYU8zqL6+i@I4Ru(bxpNqA-mQr& z$Tw;V#zvG{9j4uL-``8Lz0sRAkSN7!RBshxE~Nc{`{zYf09U)`&b()e}!ZjolR z`sGy$oak3BeFXjl)@V7Bn)tVjb@gU#}Q9Xw22~|BewmOO_~IT z1J~@{%kt6T^?b9_8J)eKKcpSV>XYJ*G+N4>5Dq#hzI%TzY*_6{1Nw(b1*>7KK@<9Y zMJEz3*j_sqpiN@}5vt8c3*sX=ZBWyo4{vQdT+v3%ziV!|`7FX>)5M4%4v%FMfgDqT zUY{`pLqOD7oag$7Ce???tl*_cA(0H#nciNWY||;KsiFRnFfFBOaiTfj2r1Ny%XoX|PY!P}8!$_Hfj=tEB5Yjck`lqx-fNTF+$PzibEuaD2(1Gr* zC_<36Plo$bYnyOt;A9vfV1b=V?AVFi0mIH_D-ww(=~JjRaSDhXJ<@(;_;qi=>JAFt0?s|R4^`m!BulGUlR$d z%=*S8hJMB=U6;?}$R3-gm;P4WPOmLSuX`{N@H3mT(O05i)o z`eO8g}nsDh@;Jq;1?;9{>O!hQENALICKj~io8GnwR$R+8o z)kSBDgO{%McXIC>yO+a`c=z#C*=Olav@j0WXEs@7N% zNW3P;_D=O7mkhW^NMOtl;4uiT5Jj2apuMK#P{(UM-v+~A{u-Sb3p9mdWKM4&G`2G_ zJD`IpEl4wP*&ePuzT5b!Gpot|bKukMXwjdvNv7d13hbQtsb#^;SB7e*vpttyc7zaDl41sc|y#kQs6a z01w&cZ7wlzo__8_97jjs_f}12tt;+w2&F`lu^Zj;uPVl%7`r&oOq09U)=K2lu!~_z z3MGx{DMh5ZX`X98=E8`EIKN-{o9|LB3@L&z(M?a|tWntf*fY4yKBcs02sm=e6lYq+ zpkv#`=M^LVVe10RF)rMlDq`ej<7db~rFxqMn znMriG3p3&85&7mWXLZ71;`0O9l?nm&m^zYCl_@?`o8NJJUYZ;Snyj>nG)IJYw0Zls$wg7 zIJPPF96UC(QiBGxGsXQ{nu$Nr)5F!XO3e#{dmD=EuRrXUG{`6)f6!{L;~a_ws4xJH zr&Jq!aj}K4{wG+Ob)sXZ~T1$WryH9BIdLe+!L`8xZx4|LH8F$UTC2 zK`uM&YAnEslrKpe!$K;k9dv^~@a4+MLI^ZhBxUR$fL~1dn~lfnmYJNEDFjL3n= z(U0h>Omh?d%-B^$Y6UciY{r~#w!qtf)`BMepqbYE^x7g2+9jk}!aQi(oWOLuQ?Biv zUB+ZYV~&$nBWmflZF&*K%as(u*w$SD!ZYh3iQXLm+eIW?I_DB@tPlKm7O5%2lm=u^ zrr%{kO>t@#x}20aGtz$33+li#f(TQBtAp!KpFD&K>k2xKaOSBg53kA!oT8>l2NSOE zBABISD%{ZVU?kAwtjSgh_?kODfyjjsCc{~r-94Js>j?%iX zGB9hnJjOhF^6q>LYnfBmb}$FSqxMDbYnP^T6NQqG&fg$DSpF1oJ}%@tjhdges}wpT z?Tu19+06ncP{Y$|wt~(Qf1hV$@^7SOAy1%BP&~Wm2Yc^fviYB=Nw_4TuX4=A{?{YPAf!ZZP1+c4*X6WQTAu?R<0xA9+DaLmJXLyA9TI2p$wq|Cl z4!k&5e%0ru`Az2P%BD$zm6o2YykGa9CmahfTDr5eSVP)Kk<>mJ5d5dL#?-U-qmp5{jN+nsGMMVH~uG_>b zq?gli>&g#M;k<%9 zXvW5_t>Yh2160ikfu9girAK@X*ymrMm2ITkJw(*R%!%g4NrJ_8fffUTl(t4N_DtB4 z8gdd#OS%xu!!#77QLcpWrFoUTu~=#3y3huw0B?{2%y>?{3e2K?bfkRlx8H!yU)~f* zkNP-vAOa~cgfFl8h_SJ{(gM}XOs)6OiG0cJnscuigs|(x03Tk}e8W3aH9n_&Nhwf; zx;dplqoMnGBqSY~$Cj!`=hukCEB=z%Op`)qeAWCjW>sB;g1!caXc|@*CFQKn0|b$j z;1Fy+)FegS?+1-&Gql8c$Z6qk@{qKTVQj~A1_Imy^e{;m4WPjw(ZD6DJF;^4*v0pr zFMg@`UD}Jp^x19V+L9S8swDlg|7&Wo)!&LpGOk)s7PuJ6^shy>=$Iu2{@WP`e>57lm zL@lwK!WFTpxV$4rc$lD)L?%Dr{8WN>#10_A)`$;gw{~E6JSl*smYv)iOjg+6f3RchKlL?}5PM@JqfswK>lPJjH zl9#(ok|q}aMlH>YDSXx#Kg`*#u&^I!9W9V8&aB^lEzEjEX#wb&Ox z54YJ0-EfsBQp*U@eQgAh9)?X+#IO{ma1uCxRORDEBmuJGHLD8@v(`@mgI>hu#5|0r zqb9!j^Ef@3Pv{g|_D&4gzJscv9MqD|7zxCNSlNYkP!f~@Pb^nnr}5s%Xrv0(Yk<&a zqhxqy_z(>CP?@zl2U?<{R6)7&?uM4Zh>m-x#N_McN!Y#iSZfQD5X*K#BFDLvss)xp z@%tI*>9EA@@xD^N4R))Fs275Mf%zLB2AocjhG1o39}oK|c2Q}6+gHlqtZYGZM8n+PiJpMMudM_7sF1<9#^ne3C(S-W^E63PV|(bKSm%^C}KzjbL# z#5&vJ0-Y(UGjcIbFv#7N_hGW`Cu-86I;7N>>Fd;i#ev)afm-;e0I4Oi2OQ1EW-7bt z+&Rv{7H+`4U=hNwN62GjR3y`EU1Stg9^JHb%595v0c$#?r1YZY`300em#T)9M?4YN z!W=&^^53Ci(pgnNrty)~_nL4R*2roxOfJlxH3c%20<}x|tp=t6*3s8!?HtP&Won=J z{Sp7uS^RC>h0_fUcxdG%qGDGTI#JvbKxx&aA%gZ81EWTLJDae-xZ`YqX8}rgBjf?*0+5VU6{qpX8G?X5*^ZLMzIyy7@OOLiU&Z z2Z%=kjjjT{cO8M7d|h{l10Wej1@Vf-oCY~g>?Yr3?%Qs|rJ$;R?5^b~9buS|o4RMg zq#4 zjjlsf7mF#P_Ik8uzpPYjR^2gQWzX1+f3_h?zczeSqLsh4E)lZ?N?zohn`9joww}`+ z^UGDYZ4|(zeVYM1TFEu+@G>E5er|R*_{7&T$zQ)tktOUBand(&Gm?3dOC4g$x8v3w zz^%j5=)xhRnY$xx?m?XD5yJIVSiqzb2=UKF$5@=!Itsz2n*Najo5wF(w$FNPrG91O zg4+A(bv)m-GlhB6ERV&{e6*qsP_x0^K_nYDEeRXCb+pKo_Q5e2rsY3{2|#H(oB1Th}QA<=5ay;mpNUKc+!FTbKe&j*l5FW4m zq^gR~U}-1tCJ|U-q9-u8T?byky;df#`&WyHUw#UZ_tho)oUc5|voL+%Oa8vHTSEok7ShRfJ8a@wc8I$XwS?PRgcrX{Mk1 z5&NU_3k*f##5yA%P}9yXX$vQ3uq!joipr;2&;^gPn~wT+narBSa$$x7MB4xL0n^d>bIfdZ0aGy+3+S+Z<&ypgS>@T?^lrcv88FNmW@PF^Lg6xBdqhu z^Sc!)phzA}*a0Y-nx*qkCsqGs_8J&WMs9|SZE!6Vp&UXyXWQ5693YqLy5Q5dWhsRTQ1#o@D$iA3&Y9}qqcH1@MP1vU05mwO6*Urb z`YVG>ATKC7NQuNBU)Eo@&m}87ht6~dZO3^bG2TzEV!vGoftYESX{n8IpwQFr%O*7S9sL)HS4`NB>q$2@?5_l?nRZ2df9` ztGP`%lClkvrd2ms19>%}!Ld#o8(*7pS*t3^^Sc#`2MEhvxy9N9`D58pcF^H|`m5Jq zg$9Wc|7OxbhMJ-gi>g-t$~4XzJCK7bGNz*6oLm>ZXAD}9Ku2$7!tJu5On%_0h*6;c z^)sqWZ|YM_Q#q68LlG0La&9U7x%Wo1EjD1ls8lM(IHvaB&ux3zW zH=bFtxY>n(nj>9I3g}|YAnYm0cR^(++u?x?emW0slfiRKJs{;>G>WoAf3zUi7p6^6 zW_6wGj*dSYbOe+_iUZhy$?@J4uhKt8T;D%-_0ZJXMO2^h4BE#xiZRboTv)cR#M~E< zA|CxO;Zm)AFJ5hD!~FQYS&4GRKz2f57P2V9kq`{sH(&{a#;{w64?}xO%Md)uXlDdE z>q5}RajqqM{Oob4e5nm03o(N*_QVs8YMFM99|7Fh$abR9@ic+d6ceK`jlZi=+{fSfj*vtjsT6If zd>L3?p1wWssy`1{!=7C%XD1zetw^+04rlf5bK3UFfm7Tm)3_hjDbdD8$fY~U?R(G7 zbn6M1n`5+_C_ha@(C53LSili!Cb*vmIS#WAA^mh=7EwQRQDm4pA^+9^_s0r3NaL~) z71OgCSA5LUu|w;!CcsEz7cHlv5z;nv7?SolbvDCf0e7$iZY#Cu4VuV9#=b3^yx;jE zwGDYD*PnRg%#<1?u@y{73n<- zj-GV!zAQ8XfVSC$=Hh_PJ$NNjE=yKtLaQ#H`T_4ZqpanhJw0306U!qqs6!)Uu+eMIxe!IUd};1nz&zbbW&I{i}(vEr^$Q8v|c z5APn}D{-9`I*>;7v11j}DB3Ef^D?8L*V8>!bEn(b9g9+y7uoJfe(Ffo3KPE_-$!tA z(CeEW)9zZej(2%ftMg>6_q2a7#$x89`PeoQPg?-D)ie-M6~9)h2n5~n3WwNwiXBCa zpW0AdySZl^&kj%}BV`Ua$?^lApaBj0!7cbrR+o^R*D2cqIL z$#Q=mfk7_V2;f=G<7{KFfoFgEbvI;g8l7H}2E{Q7&gdyvqYbNK@Q;#`up5&xb9riB z@gVI7Q9w($vf4Fn6N%I&&qaC5X4ZU24@EZ?w)qEGQ|cRyy|-Wpf^f2T1-$qkXez!Y zTnjSw@&N(N;faY1(b?65HVXD+{1N!Zb-g#{*eW?i1GF}ZH@AgnDTBT77fFBh*kW;wRHC1rxIOWbDo4 z-QlUP{2cS+PQ=6Mv-G~BjCL7MBVyHudXiB`!)-WAxylISm1;LfpeLbc%gF(Pw%in& zg9m}BwTbE9&9l* z3-QUyIhFE4LYrnY&%7Y|{gEWw&mYCtY_b1ctcm0QE!HIGU~A-TXzYMbZf9hoWUNNR zK+8-|%g9IpNyqQ(WM=C?PC=(+?qp^B`&M)|urM}s`ppSC80$Oz{?lS&WBpBRTJ-ev zQvZSef1vaq82<-q|A7`g^KYW3cli&@|AYTw^}mYk{+|+?|8hqEf$e`_NI@rQ?Cxso zVB|>t+nxW>rn#++kiL^KKDiJlBRwNCJsSfn0}}%qJu?kGGZ{TS*{_|ntT)?~1InOtefCki5MA zO^2<41?2yG4wT&OjPdDY4J;I$tRd-S@Y$Im=|s#O9G&o4S^po&EPN&=R<{2kllA{Y zC+kYXGIoO%_3K)fU$585MPJ@aF|yzv@tSxbsWhkfx=kW~UOkFtG>tn+d*Ws7jw6M7 z3U@7YqDlQfgJER6)YKDRF&za&YLf_xK4zqFqmXhTh6(8V7>+|8NyI5cQXzx%uyi>H zl(f3~bnvmDQh|OWY)|6Xl@xLRQc-?FD(1vjG|*&FSvbx(F$wG(6($f)l*n)ew~8Q& zS*nvXpl(zE5Cv;Lq(@E!DgWSjT)n%d6mw`}!zt#FIx*nWst2U#?`b46QY1fMWRlrf zHA;E}RKdJP(q#?CXac0DLjKghAnSq6cawg^&tt%ZW_$U#abnO0^hJZOpzuZk4S%TU z@_6g~9H`&TFVaD%V15~Vm>|YO%&8I~_+0_O5U=RV{&dG09{&q?h9!>F!L77c+N;zaR4RUu3xsXV^gKEij)tWMYhpBXPb_%ZiRso8(xE8hEz{3pDY|_ zG$yhDICmutnz;a?9L8L4upb}|Iw_*fJM0-jt*&tlTu+aE?`6UwM_K>!HOhAc?*WYb z?w2W#>_Qsh}1s$Fr}X|F`?riy{tiR7xD(F?$Sz_Jlhf)JTTCp z+H|ojKKx;T`{PRUFeL9Y2yi_sViTNGfE)T~W-aAd$#~>3l$e1NF}F*Pkm&r}^bx_D zYO+x>N~Fo#TY=f6L!h^=S@aQPCUR7wULxYK$TJhEr-~5T+lQCngfo1Agj#Xt(FWU# z$&p8(y8`t#_SeyC7p>|Bsb?nYL#uL2z-q6lEgODUU?hoJfm{k<0>ltFVgEN(QWQLf z_b_DFmeqJgctywB^aCT1S5FrI;91MD`O;w{N>pGS1Xp*|)}u1aTuCV%(9@&4@;9iQ zYbvP>Vepr0d29$*s^e9m z>1|g0{(f+m_H;3K6nFOxzwz+VNKN;2;`ux4x}q4O(A8s9%3=o5MQf%0J}_I7`FO@w z7;+)(Ilw)Wiow9qO@TuOzC*wYq@aYT{+UEOptF4$>5XGrTM9Ls2Pc4V*C*utAZ|7L z$?dgB=tOvi^8ut`T@$>Ffz?}lx20!#x25-o0M)sDRBL#ub#j#^{VEk#D8=X~JA6M& z&8iP}?jhQQU2!CVOg@5~vIZxeD>gcWa`J6!oyBLDoa*~0oacQReCe1=@^6>;!oZ^E z_{8%Wgwp{F>UebVB=0oiN;>>_pk24;IpXgs#KxB z^bfrx;fV55u5fXq`%)F=rvC)0t3033q>zg$@1<-rC7!SpM-X+*vzpE)nbgz%V52 zlr-$B` z_*~A%vAaiG49}dwSm*-L5KX3dvMr zL!rS`NqlPw!)Rs=V)j4~d;`pI$Lz#F2>lkZ48ec^!N5Q`KiQG?SP-V4NgBeuU9zY= zCkY;lZYH;K%>C~)CUclT)rCSHdPC`UgjLo$_x-{nwCRXVDp~}%v$7tdxL+}v5X%!k zgv@DKSZ*jm?T;qn2mxuaD@oBfF{}poIEuX+d^lXqF*ibsyAW~wnUYYggx4>>yBRP@mu@ZIGUPHUmhA3D=~-5q(yy< zA1!$#4l(%4+6pAkzw6!YZ&1K8tBH&{&JHKPY#7PMOtq9h)rfAbi(X$9CVFSK z6ftPT=|A2g_hs&R*DL@mxoDVKBB7XIED?`8BYUp5XlJ@?2Yu#HHZ@~fJP`0;1^pmH z@=czrC);K;SO^~A&9i9ue1CT?h`#(hAD)@F%RnK>-lSG?fUBGVjl8Ga`>@Z+Hn&<) zA_?C7iU|qKr9ZUg%#Cf6js@|FvF#YY8LXk0|Fy`B0FJ_CJEP3SL5ox#Hpn8(u=+wu z%RBnzpH~JvBxHQP0__}9+h>7I$pnsm~%h%2qZo`AIK9H3#w&tnlM7oR z3YNQ5L`EcAp*-aE1t{h|o(T{zkprd3^IK)9RV_*mVM8Ms{9#Aj`9ZkD!~S{SAISy% zw#%Stsch;H`NOW#M^g7=&W{;K1QVs*@0;`z#;4)6QZ z;TVzHg}HiCE9L|^t8#$O(t>ekou_8{-6Kok8CCHowq|@|LN%@-><@g_Gl?%t6Ebv? zYU9=W7Uc(h-8|Q-iTvJXuCgFje6WhTHW(Ai#uLYu54BAzy1GT<`f{C|N+?%EcDV-C zl~rTWM(D&c#+ryu%M@RPI>$^T$YXM^XR5wY2b?zzSc86dSD$Jca<(Dk*T!jFP;9~p(MjYQeQ>yDZ7R8YCZVFf^D$-B98TVe4Nmid zH-PPKM9q+aNRx{%G^eBdErOJ+AlhF=eIK;)t+P_aejVjKxhs>i?%HqO zlvZ{6B2!Mg6$K|x0#@FfO-LBswQLgYuk!#b1L*M(0lj|hAJQIxx(l>{KU(Jr7@~Fi zJXNo~Rdg&0=*cdli-3%-L+e7d))pSNjUce2uim`1uC*!aP>X@)_f{KK_W|#~(2vnd z=)w4p!716Np2sjLA{*W_PLozI4rQK4hFtkMs%tlo*30ll8w-y-OUXRGc~t5bHK!CG zId^3zu;%Csqy8$c;2PnaCD}rX94592IGzV0m#)~F&&Q1Ph95ca<2n4q2eqf=?>YMt z@fya^IL4uQDCLG8*EAP{y~2@H6yV>eR8GO{dX?ML znxG7RP(51LpSE`-5*{PR2t75XnZ7HgpP>#KrB#}4I?`67AMpqWDpvkKJmX(oV*LNS zGj483y8r2wsVNwnK+=iZ7#X|aYtrL$Fl$57DVlp2|K=d+RPi+#@R{%#e#;bWZJqEr z7=G(3{AX@ri~m2|?EgN5@HM$vMA-Qm8JIcP7+C}u1^ESpIha@kg@hRCIfNM4IRsdF z@&C^zzpY3a+n73;{W_T}|I-uv|KSSa%niv0>LZ8DeSkm#gZF6%c6I_o)$r66<9PT% zmig8AJ=jijS90AMsD;3VJ-xz zX6Hw+CeOziVHX4`J^f48F&mBhSOE8h{tthe!CxG@bd=9Tb3Cmdr-UI;bJ75oEo}s- zrap{BOCN)(%mBr*ZIBbT-d`G9A8KP&T)xbt(nYZ=wQ*hYPI26VuXtQj1+48K5AJOk y8TSE5?Qh8Nv-i%E;TzzJ2Br3YpD;%!eFrBuhu Date: Thu, 26 Sep 2024 12:02:22 -0400 Subject: [PATCH 09/14] Fix the table --- docs/_schedule_table.Rmd | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/docs/_schedule_table.Rmd b/docs/_schedule_table.Rmd index 9a646eaf..0d7866b9 100644 --- a/docs/_schedule_table.Rmd +++ b/docs/_schedule_table.Rmd @@ -3,11 +3,10 @@ | [Day 0](docs/module_details/day0.html) | Homework 1 | | [HTML](modules/HW/homework1.html) | | | | | | | | | [Day 1](docs/module_details/day1.html) | Intro | [HTML](modules/Intro/Intro.html), [PDF](modules/Intro/Intro.pdf), [Rmd](modules/Intro/Intro.Rmd) | | [Day 1 Cheatsheet](modules/cheatsheets/Day-1.pdf) | -| | RStudio | [HTML](modules/RStudio/RStudio.html), [PDF](modules/RStudio/RStudio.pdf), [Rmd](modules/RStudio/RStudio.Rmd) | [Lab Rmd](modules/RStudio/lab/RStudio_Lab.Rmd), [Key](modules/RStudio/lab/RStudio_Lab_Key.Rmd), [Key HTML](modules/RStudio/lab/RStudio_Lab_Key.html) | | | | Basic R | [HTML](modules/Basic_R/Basic_R.html), [PDF](modules/Basic_R/Basic_R.pdf), [Rmd](modules/Basic_R/Basic_R.Rmd) | [Lab Rmd](modules/Basic_R/lab/Basic_R_Lab.Rmd), [Key](modules/Basic_R/lab/Basic_R_Lab_Key.Rmd), [Key HTML](modules/Basic_R/lab/Basic_R_Lab_Key.html) | | +| | RStudio | [HTML](modules/RStudio/RStudio.html), [PDF](modules/RStudio/RStudio.pdf), [Rmd](modules/RStudio/RStudio.Rmd) | [Lab Rmd](modules/RStudio/lab/RStudio_Lab.Rmd), [Key](modules/RStudio/lab/RStudio_Lab_Key.Rmd), [Key HTML](modules/RStudio/lab/RStudio_Lab_Key.html) | | | | | | | | -| [Day 2](docs/module_details/day2.html) | Basic R (cont.) | [HTML](modules/Basic_R/Basic_R.html), [PDF](modules/Basic_R/Basic_R.pdf), [Rmd](modules/Basic_R/Basic_R.Rmd) | [Lab Rmd](modules/Basic_R/lab/Basic_R_Lab.Rmd), [Key](modules/Basic_R/lab/Basic_R_Lab_Key.Rmd), [Key HTML](modules/Basic_R/lab/Basic_R_Lab_Key.html) | [Day 2 Cheatsheet](modules/cheatsheets/Day-2.pdf) | -| | Reproducibility | [HTML](modules/Reproducibility/Reproducibility.html), [PDF](modules/Reproducibility/Reproducibility.pdf), [Rmd](modules/Reproducibility/Reproducibility.Rmd) | [Lab Rmd](modules/Reproducibility/lab/Reproducibility_Lab.Rmd), [Key](modules/Reproducibility/lab/Reproducibility_Lab_Key.Rmd), [Key HTML](modules/Reproducibility/lab/Reproducibility_Lab_Key.html) | [Good scientific coding practices](resources/good-scientific-coding-practices.pdf) | +| [Day 2](docs/module_details/day2.html) | Reproducibility | [HTML](modules/Reproducibility/Reproducibility.html), [PDF](modules/Reproducibility/Reproducibility.pdf), [Rmd](modules/Reproducibility/Reproducibility.Rmd) | [Lab Rmd](modules/Reproducibility/lab/Reproducibility_Lab.Rmd), [Key](modules/Reproducibility/lab/Reproducibility_Lab_Key.Rmd), [Key HTML](modules/Reproducibility/lab/Reproducibility_Lab_Key.html) | [Good scientific coding practices](resources/good-scientific-coding-practices.pdf) | | | Data Input | [HTML](modules/Data_Input/Data_Input.html), [PDF](modules/Data_Input/Data_Input.pdf), [Rmd](modules/Data_Input/Data_Input.Rmd) | [Lab Rmd](modules/Data_Input/lab/Data_Input_Lab.Rmd), [Key](modules/Data_Input/lab/Data_Input_Lab_Key.Rmd), [Key HTML](modules/Data_Input/lab/Data_Input_Lab_Key.html) | [Debugging tips guide](resources/debugging_guide.pdf) | | | | | | | | [Day 3](docs/module_details/day3.html) | Subsetting Data in R | [HTML](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.html), [PDF](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.pdf), [Rmd](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.Rmd) | [Lab Rmd](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab.Rmd), [Key](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab_Key.Rmd), [Key HTML](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab_Key.html) | [Day 3 Cheatsheet](modules/cheatsheets/Day-3.pdf) | From 2cb91566e4e61a8e8b002c4f59bdb39de0ea109f Mon Sep 17 00:00:00 2001 From: avahoffman Date: Thu, 26 Sep 2024 12:13:09 -0400 Subject: [PATCH 10/14] Spellings --- .../lab/Manipulating_Data_in_R_Lab.Rmd | 2 +- modules/cheatsheets/Day-1.md | 2 +- modules/cheatsheets/Day-1.pdf | Bin 117320 -> 117321 bytes 3 files changed, 2 insertions(+), 2 deletions(-) diff --git a/modules/Manipulating_Data_in_R/lab/Manipulating_Data_in_R_Lab.Rmd b/modules/Manipulating_Data_in_R/lab/Manipulating_Data_in_R_Lab.Rmd index b69d659b..ebec2e5b 100644 --- a/modules/Manipulating_Data_in_R/lab/Manipulating_Data_in_R_Lab.Rmd +++ b/modules/Manipulating_Data_in_R/lab/Manipulating_Data_in_R_Lab.Rmd @@ -44,7 +44,7 @@ Look at the column names using `colnames` - do you notice any patterns? Let's rename the columns "co2" from this type of format: "2011" to this: "CO2_2011" using `rename`. Be sure to do this for all years 2012, 2013, and 2014. Make sure that you end up with the renamed columns in a data frame named `co2` here and in subsequent steps. -Hint: If you run code to rename the columns and store back into a data frame of the same name like `co2` you will not be able to re-run the renaming code without error (the columns are already renamed so it won't be able to find the oldname of the column anymore) +Hint: If you run code to rename the columns and store back into a data frame of the same name like `co2` you will not be able to re-run the renaming code without error (the columns are already renamed so it won't be able to find the old name of the column anymore) ``` # General format diff --git a/modules/cheatsheets/Day-1.md b/modules/cheatsheets/Day-1.md index 16dd8351..15afa559 100644 --- a/modules/cheatsheets/Day-1.md +++ b/modules/cheatsheets/Day-1.md @@ -13,7 +13,7 @@ output: ### Major concepts - **Package** - a package in R is a bundle or “package” of code (and or possibly data) that can be loaded together for easy repeated use or for sharing with others. Like an "expansion pack". -- **Function** - a function is a particular piece of code that allows you to dosomething in R. You can write your own, use functions that come directly from installing R, or use functions from additional packages. +- **Function** - a function is a particular piece of code that allows you to do something in R. You can write your own, use functions that come directly from installing R, or use functions from additional packages. - **Argument** - an option that you specify to a function. - **Object** - an object is something that can be worked with in R - can be lots of different things! - [**Tidyverse**](https://tidyverse.tidyverse.org/articles/paper.html) - This is a newer set of packages designed for data science that can make your code more intuitive as compared to the original older Base R. diff --git a/modules/cheatsheets/Day-1.pdf b/modules/cheatsheets/Day-1.pdf index d40c0f046e186a87d453bd2c5d15e584c1a4f2d5..c65feb57af02998ecf3199e90335cf7900c4562d 100644 GIT binary patch delta 2310 zcmV+h3HkQOln2R_2aqKLGC3fV4$vomwOHGZHJ<98%Rb4LDT<^H4=G2%K8S+vuA;N?>)qAM zZ)VzslbiQP{DGLC%>TQHxeq49=)XWyT{LtQ_V9{>2ut%vTc@gDJ=_@%}k+$#kO?ARgWj^E}>y!1Ge| zjD`1lIN(!j_U_4M3o#FW(0^{6mGH@$4x@>gdN}4yuUj`YorH}aWm!lrA!`fJl8nM= z;r-Fr;(`d~kn!y%)vTSnIN|#z6>pnr5pRURz{4`eIHRr! zj=ycvcwX)R#>4wg4{FvA@Eo0`t=a9qd4WiA(6K&Shn-E6wZ@HFt%8X$B2o-rsXJ8+ z7W{yQ+pewgNjLof-p)9?HoG#8IE8oI-7Hz`zR` z{Z+RgYtIEgYb32&Eq0!|)>IYC@F;py?PL8N!7TuDn`O^&+2sp(RHyNBbeV>;%)&;xLPH15y>Bb6V1F zw`+XedYX8MHaJaxRXaEnY$n23>NgQ%s)K_B?aoe6O+oLz|J%jb@{A;W!cg+O*hVCS z%Ijqd%OsJMW4i2gdAc*00;*jrgUj`lr?61?3atM!+#N93GSuLUd(3fYl#Qq@B=FjU zfEw@_!y>&zGBXKqRj>CAhF`kk0}rN}p+H|~)mWl~>FG#+WoWn%&q9WE{#Z2R1osY? zTT0AAlhf{d-FEItvyw)B+Q*#Ktn*glWCYH37Ftkx1HW=M-lK=m1?yDvQ!W$ zTnU68%F)mDXW6wL5 zEY8+I*;}lCiHMA{$-;lE(Hn^$U3h^4o{EG-Y5GVE>l&U?Fq`o5BNfaRe7T|^C8mLP z0(m#}GG+O~(bRY|ba^qj%4DFa?{w+T1$#XZs|_T_YS2fhau*I_D;SBX{FIY;6Gib; zj$nUxt|kT$%+=`2wP;XAWIAh^PF^;TK;_)-v9d z{i5VJWOb^}byL0@YL9sshw76)$vo#USTN7u-vcFj4uWB#C}3LC@<2g#1-n04^kcbh ztAF8tY|}2QyK7tYRC%lQ}_qP5XpakaEKhQ z7$R6qLn(6~Zcg3@@!XtkOh@HH)~UVwC1z+?y&cVEvHyHo)T!gSziw)x%|X|O_&g7v zi;ZKY3vi`>U+(nFe-SKvaDPc(<;_|~4bwe%#XCr&boLHSe%HP@BV4i%==d=mNIS0m z!`VV-6DQoaF?YYW<~ld`l;*z{KU|s3U!?@@mdv$8)Dwcv`tMn*6&K3xhgOl59obZ8(lF*qO~ zlMc`)e;v^|QbJ)6h0*TE@C1Mc7Sy&>LsLm%sQn0`UZt#E?Y*+ywL?8+q5LOY#Z1KY?1mF(VAPBc`4^3!+ z10iU`CTzhr>_80GRqP*gV;A;d9}eIU5|DzpS&HK_!%0ZP05Xt;KI9+|Pf&m(=)o}* zp$jD_!y{DS1UgWKYp6jTZr~Kops{TAXIh=BOg>DyQ2G8e=~8t(HR%c-UHivR!s delta 2303 zcmVP%H{!sJfnnxS;W|$f1j3GV8D3n-Srb7wOZY+ufJ{)1=}DBe!hri&+j)EuYY19 zpqwzC#KGn|kZ~YbL?R}GO&RNxp7_N#HIf<6Y;BKT~=Pw1p>z2MRDZRq)rWd zQk-b6QLt!MYuKYyy}XF>x|}LGIFZH}eN~-ss?56_WWBO(mv>%WUgOIZtVu&}P1WS3 z@=CjAtGb=?s;_Ymkj%{qhgyaE0a*GqM>BKFE`#Vo7^kNpB;gr`(tqsoR@YmQXDqzc z-45RxySE{$HN-spRsXZ{R>G7s9iBF3>h6%&MmK(_KM5B<%CeB0L)IFgB^iaMgZJ~W z6_G5RdBX(}%p>EcRR(dWi_Y5g5Llztl*c6F)72JNG;u(oBE0VPxIu>^7|rqXkhh&K zj#b{`@Ik9W;grJ+41YPyWMR3Yp`Y;puv=7Bvx3Q6gWo6n(Hy;4gU_-t%^pyoL4!LY zYlb)HlHewPtWq&7L|DP-ZL2#qXilvF4O?%X9k{JuSt^J;W?>e2SmHUtw{8^IdS0!5P!Xyu5NQxRq`|`!n?L?T`LG0!2?E_xuOT zZe3hjB%5+hNq^e!c8Q!a;&|Zzrgxpm%FNI~!Y` zk%adcN}kVC*)%^`CW)jR6J(>y(~ZRx(5!ldsj`8pQdlUa3Y`Bk-0U#eGPEq=Uvqra z%0<)_5%@Hgh&p`7u*h&!^xRq?9cA>k#_&sDc;LlWGJg~>g;urWIvDPcRECy3@GNAw z&+iL{?BU+x@);{y>8AB>8V~0P>3%aP0J8LM0Sy7|_NHN)Seo*yn^teNX9@VKO0`)1 zSSpAVzWhP|XSanJaZU~nCCx_K#9&l(Df7rOlw;nD5$<*o0CI7 zmVfJ}`Wi>;W?bEU+oJo@3v|32iY@b-@KD{Xgl&M2_ToYoF0CL%I5d*$SdcXHp@+sk z35O2Ry8h$l;{8R>?QpS%0C@qv7gX>TZe|ms$AZUA{k5 z6Cn;wudSA-N75+#zb~UUdcI#lHR=&xMd~PK<|~KW&4>BQp>3q`@Gn6vP)ZEpph*uE zC|;EFBniJ++cyetcdNCCg&VL>x_~yGa!@j4#&^c{7}I)J=liAIC7d7|2<`4EB!43a z$DOC`0M;@iaXRacbv*(7&{!fX-RQQd_nx5$Y7tRNI2bcg^I=gdEUzJvQ3g%rJa}%N zzQPaY1fPuNn+9`J*FB9wh6$Tt{kQL{no+=ch#gh|ZN;K{$;Y^7x_0DXEHc^;-968j zpH*ijR+{5}4|i<*Nj9SLfvOthq<{Ns%ajQ1oit0%;b+~;OpX=IJ{H}vRWEq4};GP(4_*S>N#I`ma0#O@fGMnpaxL5dxCW;T26@b5#^K!O3wv!(lYkp6M|4F zKP7yXs<+*49KVQ;M?WTjJKym5OXK}T^?BfmC3HdJJh;5fG}7h;Q%=2qkbiPGgnv*h zk$j7f$n%ONg3&OPGCy&3noNl2=4@>{Dj%{|ZT(*{OT+5@(OwqK%Vklk4s(C~P*0nk z-dp0Ec=%jw94cLaE9SA>G2?#`EWGo7NZ;i3Qbu+CJ$S)8NTYP{4o!Y&Uz`yx*#~s| zm=2^lF8#w?LU9GGTXmO3EVB2Z;9wc2s)F00q^(Y z>4=EGTtqHX`gjSIkV6^DQGrV2QH5$WqXn&KOcBLwN)2jJz#i&Qk6j#M9|tI+0Y_*< zJ37#bel(@X|71J5(2XASq7Q=@#z2Z Date: Thu, 26 Sep 2024 12:16:12 -0400 Subject: [PATCH 11/14] Update _schedule_table.Rmd --- docs/_schedule_table.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/_schedule_table.Rmd b/docs/_schedule_table.Rmd index 0d7866b9..f80775af 100644 --- a/docs/_schedule_table.Rmd +++ b/docs/_schedule_table.Rmd @@ -8,7 +8,7 @@ | | | | | | | [Day 2](docs/module_details/day2.html) | Reproducibility | [HTML](modules/Reproducibility/Reproducibility.html), [PDF](modules/Reproducibility/Reproducibility.pdf), [Rmd](modules/Reproducibility/Reproducibility.Rmd) | [Lab Rmd](modules/Reproducibility/lab/Reproducibility_Lab.Rmd), [Key](modules/Reproducibility/lab/Reproducibility_Lab_Key.Rmd), [Key HTML](modules/Reproducibility/lab/Reproducibility_Lab_Key.html) | [Good scientific coding practices](resources/good-scientific-coding-practices.pdf) | | | Data Input | [HTML](modules/Data_Input/Data_Input.html), [PDF](modules/Data_Input/Data_Input.pdf), [Rmd](modules/Data_Input/Data_Input.Rmd) | [Lab Rmd](modules/Data_Input/lab/Data_Input_Lab.Rmd), [Key](modules/Data_Input/lab/Data_Input_Lab_Key.Rmd), [Key HTML](modules/Data_Input/lab/Data_Input_Lab_Key.html) | [Debugging tips guide](resources/debugging_guide.pdf) | -| | | | | | +| | | | | [Day 2 Cheatsheet](modules/cheatsheets/Day-2.pdf) | | [Day 3](docs/module_details/day3.html) | Subsetting Data in R | [HTML](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.html), [PDF](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.pdf), [Rmd](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.Rmd) | [Lab Rmd](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab.Rmd), [Key](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab_Key.Rmd), [Key HTML](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab_Key.html) | [Day 3 Cheatsheet](modules/cheatsheets/Day-3.pdf) | | | Optional Homework 2 | | [HW Rmd](modules/HW/homework2.Rmd), [HTML](modules/HW/homework2.html), [Key](modules/HW/homework2_Key.Rmd), [Key HTML](modules/HW/homework2_Key.html) | | | | | | | | From 8024cecea272b655045a93e171459b7d9642e052 Mon Sep 17 00:00:00 2001 From: avahoffman Date: Thu, 26 Sep 2024 12:29:57 -0400 Subject: [PATCH 12/14] Update _schedule_table.Rmd --- docs/_schedule_table.Rmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/_schedule_table.Rmd b/docs/_schedule_table.Rmd index f80775af..49463935 100644 --- a/docs/_schedule_table.Rmd +++ b/docs/_schedule_table.Rmd @@ -7,8 +7,8 @@ | | RStudio | [HTML](modules/RStudio/RStudio.html), [PDF](modules/RStudio/RStudio.pdf), [Rmd](modules/RStudio/RStudio.Rmd) | [Lab Rmd](modules/RStudio/lab/RStudio_Lab.Rmd), [Key](modules/RStudio/lab/RStudio_Lab_Key.Rmd), [Key HTML](modules/RStudio/lab/RStudio_Lab_Key.html) | | | | | | | | | [Day 2](docs/module_details/day2.html) | Reproducibility | [HTML](modules/Reproducibility/Reproducibility.html), [PDF](modules/Reproducibility/Reproducibility.pdf), [Rmd](modules/Reproducibility/Reproducibility.Rmd) | [Lab Rmd](modules/Reproducibility/lab/Reproducibility_Lab.Rmd), [Key](modules/Reproducibility/lab/Reproducibility_Lab_Key.Rmd), [Key HTML](modules/Reproducibility/lab/Reproducibility_Lab_Key.html) | [Good scientific coding practices](resources/good-scientific-coding-practices.pdf) | -| | Data Input | [HTML](modules/Data_Input/Data_Input.html), [PDF](modules/Data_Input/Data_Input.pdf), [Rmd](modules/Data_Input/Data_Input.Rmd) | [Lab Rmd](modules/Data_Input/lab/Data_Input_Lab.Rmd), [Key](modules/Data_Input/lab/Data_Input_Lab_Key.Rmd), [Key HTML](modules/Data_Input/lab/Data_Input_Lab_Key.html) | [Debugging tips guide](resources/debugging_guide.pdf) | -| | | | | [Day 2 Cheatsheet](modules/cheatsheets/Day-2.pdf) | +| | Data Input | [HTML](modules/Data_Input/Data_Input.html), [PDF](modules/Data_Input/Data_Input.pdf), [Rmd](modules/Data_Input/Data_Input.Rmd) | [Lab Rmd](modules/Data_Input/lab/Data_Input_Lab.Rmd), [Key](modules/Data_Input/lab/Data_Input_Lab_Key.Rmd), [Key HTML](modules/Data_Input/lab/Data_Input_Lab_Key.html) | [Debugging tips guide](resources/debugging_guide.pdf) [Day 2 Cheatsheet](modules/cheatsheets/Day-2.pdf) | +| | | | | | | [Day 3](docs/module_details/day3.html) | Subsetting Data in R | [HTML](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.html), [PDF](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.pdf), [Rmd](modules/Subsetting_Data_in_R/Subsetting_Data_in_R.Rmd) | [Lab Rmd](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab.Rmd), [Key](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab_Key.Rmd), [Key HTML](modules/Subsetting_Data_in_R/lab/Subsetting_Data_in_R_Lab_Key.html) | [Day 3 Cheatsheet](modules/cheatsheets/Day-3.pdf) | | | Optional Homework 2 | | [HW Rmd](modules/HW/homework2.Rmd), [HTML](modules/HW/homework2.html), [Key](modules/HW/homework2_Key.Rmd), [Key HTML](modules/HW/homework2_Key.html) | | | | | | | | From ba95b03a8225d7d3d78e8d9d325977a066197187 Mon Sep 17 00:00:00 2001 From: avahoffman Date: Thu, 26 Sep 2024 12:46:28 -0400 Subject: [PATCH 13/14] Update Intro.Rmd --- modules/Intro/Intro.Rmd | 2 ++ 1 file changed, 2 insertions(+) diff --git a/modules/Intro/Intro.Rmd b/modules/Intro/Intro.Rmd index 42a301ec..258984de 100644 --- a/modules/Intro/Intro.Rmd +++ b/modules/Intro/Intro.Rmd @@ -268,6 +268,8 @@ knitr::include_graphics("images/forrest-gump-running.gif") - [Install RStudio](https://www.rstudio.com/products/rstudio/download/) +- [R Tools Issue](https://daseh.org/help.html#im-getting-an-error-related-to-something-called-rtools) + More detailed instructions [on the website](https://daseh.org/docs/module_details/day0.html). RStudio is an **integrated development environment** (IDE) that makes it easier to work with R. From 3e1219f71017df070895f11d3268211f1a18f663 Mon Sep 17 00:00:00 2001 From: avahoffman Date: Thu, 26 Sep 2024 12:55:50 -0400 Subject: [PATCH 14/14] Update config_automation.yml --- config_automation.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/config_automation.yml b/config_automation.yml index d68a4e3a..223932b1 100644 --- a/config_automation.yml +++ b/config_automation.yml @@ -2,7 +2,7 @@ # Check quiz formatting check-quizzes: no # Check that urls in the content are not broken -url-checker: yes +url-checker: no # Render preview of content with changes (Rmd's and md's are checked) render-preview: yes # Spell check Rmds and quizzes