From aa001051fa5e8d644e77ea2cc170dab28436f114 Mon Sep 17 00:00:00 2001 From: Reinhold Kainhofer <reinhold@kainhofer.com> Date: Thu, 19 Oct 2023 22:13:40 +0200 Subject: [PATCH] V0.0.5: Fix warnings / docs errors, add vignette about company-specifig implementations (RStudio template) --- .Rbuildignore | 3 +- DESCRIPTION | 7 +- R/HelperFunctions.R | 21 +- R/InsuranceContract.R | 15 + R/InsuranceTarif.R | 13 +- R/ProfitParticipation.R | 2 +- R/exportInsuranceContract_xlsx.R | 20 +- .../XXXCOMPANYXXXRechnungGesamtbestand.R | 8 +- man/PVfactory.Rd | 224 +++++++++++++++ ...ny-specific-implementations-as-package.Rmd | 266 +++++++++++++++++- .../images/01_RStudio_ProjectTemplate_new.png | Bin 0 -> 7278 bytes .../images/02_RStudio_ProjectTemplate_new.png | Bin 0 -> 30492 bytes ...RStudio_ProjectTemplate_selectTemplate.png | Bin 0 -> 31663 bytes ...Studio_ProjectTemplate_projectSettings.png | Bin 0 -> 43901 bytes ..._RStudio_ProjectTemplate_fileStructure.png | Bin 0 -> 33194 bytes 15 files changed, 544 insertions(+), 35 deletions(-) create mode 100644 man/PVfactory.Rd create mode 100644 vignettes/images/01_RStudio_ProjectTemplate_new.png create mode 100644 vignettes/images/02_RStudio_ProjectTemplate_new.png create mode 100644 vignettes/images/03_RStudio_ProjectTemplate_selectTemplate.png create mode 100644 vignettes/images/04_RStudio_ProjectTemplate_projectSettings.png create mode 100644 vignettes/images/05_RStudio_ProjectTemplate_fileStructure.png diff --git a/.Rbuildignore b/.Rbuildignore index 0a40bd4..75d241a 100644 --- a/.Rbuildignore +++ b/.Rbuildignore @@ -5,5 +5,6 @@ ^R/Companies ^Auswertungen ^BEISPIEL_Contract.xlsx - +^Examples +.Rbuildignore$ diff --git a/DESCRIPTION b/DESCRIPTION index 377bba0..bbd7461 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,7 +1,7 @@ Package: LifeInsuranceContracts Type: Package -Version: 0.0.4 -Date: 2022-09-10 +Version: 0.0.5 +Date: 2023-10-18 Title: Framework for Traditional Life Insurance Contracts Description: R6 classes to model traditional life insurance contracts like annuities, whole life insurances or endowments. Such life @@ -53,7 +53,8 @@ Suggests: knitr, magrittr, tibble, - testthat + testthat, + fs VignetteBuilder: knitr Roxygen: list(markdown = TRUE) URL: https://gitlab.open-tools.net/R/r-life-insurance-contracts diff --git a/R/HelperFunctions.R b/R/HelperFunctions.R index 8c84b0e..9184fba 100644 --- a/R/HelperFunctions.R +++ b/R/HelperFunctions.R @@ -295,19 +295,34 @@ mergeValues3D = function(starting, ending, t) { } } -# PVfactory (R6Class for present values with arbitrary dimensions) #### +#' PVfactory (R6Class for present values with arbitrary dimensions) +#' +#' provides functions to calculate present values for survival, death, dread +#' disease, invalidity and guaranteed benefits in various dimensions +#' @param qx the vector of mortality / death probabilities +#' @param m the number of yearly payments +#' @param mCorrection the list of alpha/beta to correct present values for multiple payments per year +#' @param v the discount factor (1 / (1+i)) +#' @param advance the payment cashflows in advance +#' @param arrears the payment cashflows in arrears +#' @param start the time index, where the PV calculation should be based +#' @param benefits the vector of death / invalidity / disease benefits +#' @param ... other parameters (currently not used, for future use) #' @export +#' PVfactory = R6Class( "PVfactory", ######################### PUBLIC METHODS ################################# # public = list( + #' @description Initialize the present value factory with defaults for qx, interest and multiple payments per year initialize = function(qx, m = 1, mCorrection = list(alpha = 1, beta = 0), v = 1) { private$qx = qx; private$m = m; private$mCorrection = mCorrection; private$v = v; }, + #' @description Present values of guaranteed benefits (paid in advance or arrears, possible multiple times per year) guaranteed = function(advance = NULL, arrears = NULL, start = 0, ..., m = private$m, mCorrection = private$mCorrection, v = private$v) { # General Note: Since the CF vectors can have an arbitrary number of # dimensions, we cannot directly access them via advance[1,..]. Rather, @@ -373,6 +388,7 @@ PVfactory = R6Class( VL(Qres, list(1:l)) }, + #' @description Present values of survival benefits (paid in advance or arrears, possible multiple times per year) survival = function(advance = NULL, arrears = NULL, start = 0, ..., m = private$m, mCorrection = private$mCorrection, v = private$v) { # General Note: Since the CF vectors can have an arbitrary number of # dimensions, we cannot directly access them via advance[1,..]. Rather, @@ -439,6 +455,7 @@ PVfactory = R6Class( VL(Qres, list(1:l)) }, + #' @description Present values of death benefits death = function(benefits, start = 0, ..., v = private$v) { # General Note: Since the CF vectors can have an arbitrary number of # dimensions, we cannot directly access them via advance[1,..]. Rather, @@ -497,6 +514,7 @@ PVfactory = R6Class( } VL(Qres, list(1:l)) }, + #' @description Present values of disease benefits disease = function(benefits, start = 0, ..., v = private$v) { # General Note: Since the CF vectors can have an arbitrary number of # dimensions, we cannot directly access them via advance[1,..]. Rather, @@ -560,6 +578,7 @@ PVfactory = R6Class( # payments (present value conditional on active, but payments only when # dead => need to write the Thiele difference equations as a pair of # recursive equations rather than a single recursive formula...) + #' @description Present values of guaranteed benefits after death (paid in advance or arrears, possible multiple times per year) afterDeath = function(advance = NULL, arrears = NULL, start = 0, ..., m = private$m, mCorrection = private$mCorrection, v = private$v) { # General Note: Since the CF vectors can have an arbitrary number of # dimensions, we cannot directly access them via advance[1,..]. Rather, diff --git a/R/InsuranceContract.R b/R/InsuranceContract.R index 33e1e65..65680ab 100644 --- a/R/InsuranceContract.R +++ b/R/InsuranceContract.R @@ -1156,6 +1156,21 @@ InsuranceContract = R6Class( #### # self$Parameters$Costs = private$evaluateCosts() + + ##### # + # SUM INSURED: By default, sum insured is required and the premium + # is calculated from the SI. However, it is also possible (not yet + # fully implemented) to prescribe the premium and/or initial capital + # to determine the SI. If neither is given, a warning should be printed + # and a default of sumInsured=10000 should be applied + if (is.null(self$Parameters$ContractData$sumInsured) && + is.null(self$Parameters$ContractData$premium) && + (is.null(self$Parameters$ContractData$initialCapital) || + self$Parameters$ContractData$initialCapital == 0)) { + self$Parameters$ContractData$sumInsured = 10000 + warning("InsuranceContract: Neither sumInsured nor premium nor initialCapital given! => Assuming default sum insured 10.000. Tariff: ", self$tarif$name) + } + invisible(self) }, diff --git a/R/InsuranceTarif.R b/R/InsuranceTarif.R index 6585874..aa5de30 100644 --- a/R/InsuranceTarif.R +++ b/R/InsuranceTarif.R @@ -944,7 +944,11 @@ InsuranceTarif = R6Class( ); coeff[["Premium"]][["benefits"]][["premiums"]] = 1; - coeff[["SumInsured"]][["benefits"]][["additional_capital"]] = -1 / params$ContractData$sumInsured; + if (!is.null(params$ContractData$sumInsured)) { + coeff[["SumInsured"]][["benefits"]][["additional_capital"]] = -1 / params$ContractData$sumInsured; + } else { + coeff[["SumInsured"]][["benefits"]][["additional_capital"]] = 0; + } # Costs proportional to NetPremium introduce a non-linearity, as the NP is not available when the gross premium is calculated # => the corresponding costs PV is included in the coefficient! @@ -980,8 +984,11 @@ InsuranceTarif = R6Class( # TODO: How to handle beta costs proportional to Sum Insured coeff[["Premium"]] [["costs"]][affected, "SumPremiums", ] = -values$unitPremiumSum; coeff[["Premium"]] [["costs"]][affected, "GrossPremium",] = -1; - coeff[["SumInsured"]][["costs"]][affected, "Constant", ] = 1 / params$ContractData$sumInsured; - + if (!is.null(params$ContractData$sumInsured)) { + coeff[["SumInsured"]][["costs"]][affected, "Constant", ] = 1 / params$ContractData$sumInsured; + } else { + coeff[["SumInsured"]][["costs"]][affected, "Constant", ] = 0; + } } else if (type == "Zillmer") { # TODO: Include costs with basis NetPremium and fixed costs! affected = c("Zillmer") diff --git a/R/ProfitParticipation.R b/R/ProfitParticipation.R index 2c4d530..1bf0964 100644 --- a/R/ProfitParticipation.R +++ b/R/ProfitParticipation.R @@ -16,7 +16,7 @@ NULL #' @export filterProfitRates = function(rates, classes) { rates %>% - dplyr::filter(profitClass %in% classes) + dplyr::filter(.data$profitClass %in% classes) } diff --git a/R/exportInsuranceContract_xlsx.R b/R/exportInsuranceContract_xlsx.R index 47a54d5..19c49f2 100644 --- a/R/exportInsuranceContract_xlsx.R +++ b/R/exportInsuranceContract_xlsx.R @@ -283,10 +283,10 @@ getContractBlockPremiums = function(contract) { #' @param costValues Cost definition data structure costValuesAsDF = function(costValues) { as.data.frame.table(costValues, responseName = "Value", stringsAsFactors = TRUE) %>% - mutate(Var4 = recode(Var4, "Erl." = "")) %>% - arrange(Var4, Var2, Var3, Var1) %>% + mutate(Var4 = recode(.data$Var4, "Erl." = "")) %>% + arrange(.data$Var4, .data$Var2, .data$Var3, .data$Var1) %>% unite("costtype", "Var2", "Var3", "Var4", sep = " ") %>% - pivot_wider(names_from = costtype, values_from = Value) %>% + pivot_wider(names_from = .data$costtype, values_from = .data$Value) %>% mutate(Var1 = NULL) } @@ -350,10 +350,10 @@ exportContractDataTable = function(wb, sheet, contract, ccol = 1, crow = 1, styl tmp = contractValues %>% mutate(`Initial Capital` = additional_capital) %>% select( - Vertragsteil = ID, Beginn = `Start of Contract`, Tarif = Tariff, `Sum insured`, - `Initial Capital`, - `Mortality table`, i, Age, `Policy duration`, `Premium period`, - `Deferral period`, `Guaranteed payments`) + Vertragsteil = .data$ID, Beginn = .data$`Start of Contract`, Tarif = .data$Tariff, .data$`Sum insured`, + .data$`Initial Capital`, + .data$`Mortality table`, .data$i, .data$Age, .data$`Policy duration`, .data$`Premium period`, + .data$`Deferral period`, .data$`Guaranteed payments`) writeValuesTable(wb, sheet, values = setInsuranceValuesLabels(tmp), caption = "Basisdaten der Vertragsteile", crow = crow, ccol = 1, tableName = "BlocksBasicData", styles = styles) @@ -365,7 +365,7 @@ exportContractDataTable = function(wb, sheet, contract, ccol = 1, crow = 1, styl # Unit Premiums #### tmp = contractPremiums %>% - select(Vertragsteil = ID, unit.net, unit.Zillmer, unit.gross) + select(Vertragsteil = .data$ID, .data$unit.net, .data$unit.Zillmer, .data$unit.gross) writeValuesTable(wb, sheet, values = setInsuranceValuesLabels(tmp), caption = "Pr\u00e4miens\u00e4tze (auf VS 1)", crow = crow, ccol = 1, tableName = "UnitPremiums", styles = styles, valueStyle = styles$unitpremiums) @@ -373,7 +373,7 @@ exportContractDataTable = function(wb, sheet, contract, ccol = 1, crow = 1, styl # Yearly Premiums #### tmp = contractPremiums %>% - select(Vertragsteil = ID, net, Zillmer, gross, written_yearly) + select(Vertragsteil = .data$ID, .data$net, .data$Zillmer, .data$gross, .data$written_yearly) writeValuesTable(wb, sheet, values = setInsuranceValuesLabels(tmp), caption = "Jahrespr\u00e4mien", crow = crow, ccol = 1, tableName = "YearlyPremiums", styles = styles, valueStyle = styles$currency0) @@ -381,7 +381,7 @@ exportContractDataTable = function(wb, sheet, contract, ccol = 1, crow = 1, styl # Written Premiums #### tmp = contractPremiums %>% - select(Vertragsteil = ID, written, unitcost, written_beforetax, tax) + select(Vertragsteil = .data$ID, .data$written, .data$unitcost, .data$written_beforetax, .data$tax) writeValuesTable(wb, sheet, values = setInsuranceValuesLabels(tmp), caption = "Pr\u00e4mien (pro Zahlungsweise)", crow = crow, ccol = 1, tableName = "WrittenPremiums", styles = styles, valueStyle = styles$currency0) diff --git a/inst/rstudio/templates/project/LifeInsuranceContracts/XXXCOMPANYXXXRechnungGesamtbestand.R b/inst/rstudio/templates/project/LifeInsuranceContracts/XXXCOMPANYXXXRechnungGesamtbestand.R index 8414a92..25b7095 100644 --- a/inst/rstudio/templates/project/LifeInsuranceContracts/XXXCOMPANYXXXRechnungGesamtbestand.R +++ b/inst/rstudio/templates/project/LifeInsuranceContracts/XXXCOMPANYXXXRechnungGesamtbestand.R @@ -14,7 +14,7 @@ # expressed with other values than the package expects), update the # VTmodify.* functions below correspondingly. # 5. Update the column types in the readXXXCOMPANYXXXBestand(..) function. This helps -# preventing errors, as these columnt are always cast to the required type. +# preventing errors, as these columns are always cast to the required type. # 6. The calculate_contract(..) function might need to some adjustments / # modifications, in particular when modified contracts, premiums waivers, # additional tariffs / single-payment add-ons etc. are present. @@ -40,7 +40,7 @@ # # # General Overview of the calculation procedure -# 1. The contract data are read in from the filenames provided in the `files` +# 1. The contract data are read in from the file names provided in the `files` # list and stored in the data.frame called `bestandinfos.all`. # a. Each file is read using the function `readXXXCOMPANYXXXBestand`. # b. The `readXXXCOMPANYXXXBestand` function uses read_excel to read in the raw data, @@ -54,10 +54,10 @@ # products and/or profit classes. Additionally, n_max can be used to # calculate only the first n_max contracts. # The `calculate_portfolio` function does its work with the following steps: -# a. The portfolio data is filted with the given tariff, GV, skip, n_max arguments +# a. The portfolio data is filtered with the given tariff, GV, skip, n_max arguments # b. Only the relevant columns of the portfolio data are taken, some # sanity checks (sumInsured > 0, premiumFrequency >= 0) are applied. -# c. Grouping happend by column SliceID. This allows humtiple portfolio +# c. Grouping happens by column SliceID. This allows multiple portfolio # data rows to be combined to one contract with several slices / sum # increases, which are calculated as one contract (see section "10.3 # Dynamic Increases" of the LifeInsuranceContracts vignette). If each diff --git a/man/PVfactory.Rd b/man/PVfactory.Rd new file mode 100644 index 0000000..8b0306c --- /dev/null +++ b/man/PVfactory.Rd @@ -0,0 +1,224 @@ +% Generated by roxygen2: do not edit by hand +% Please edit documentation in R/HelperFunctions.R +\name{PVfactory} +\alias{PVfactory} +\title{PVfactory (R6Class for present values with arbitrary dimensions)} +\description{ +PVfactory (R6Class for present values with arbitrary dimensions) + +PVfactory (R6Class for present values with arbitrary dimensions) +} +\details{ +provides functions to calculate present values for survival, death, dread +disease, invalidity and guaranteed benefits in various dimensions +} +\section{Methods}{ +\subsection{Public methods}{ +\itemize{ +\item \href{#method-PVfactory-new}{\code{PVfactory$new()}} +\item \href{#method-PVfactory-guaranteed}{\code{PVfactory$guaranteed()}} +\item \href{#method-PVfactory-survival}{\code{PVfactory$survival()}} +\item \href{#method-PVfactory-death}{\code{PVfactory$death()}} +\item \href{#method-PVfactory-disease}{\code{PVfactory$disease()}} +\item \href{#method-PVfactory-afterDeath}{\code{PVfactory$afterDeath()}} +\item \href{#method-PVfactory-clone}{\code{PVfactory$clone()}} +} +} +\if{html}{\out{<hr>}} +\if{html}{\out{<a id="method-PVfactory-new"></a>}} +\if{latex}{\out{\hypertarget{method-PVfactory-new}{}}} +\subsection{Method \code{new()}}{ +Initialize the present value factory with defaults for qx, interest and multiple payments per year +\subsection{Usage}{ +\if{html}{\out{<div class="r">}}\preformatted{PVfactory$new(qx, m = 1, mCorrection = list(alpha = 1, beta = 0), v = 1)}\if{html}{\out{</div>}} +} + +\subsection{Arguments}{ +\if{html}{\out{<div class="arguments">}} +\describe{ +\item{\code{qx}}{the vector of mortality / death probabilities} + +\item{\code{m}}{the number of yearly payments} + +\item{\code{mCorrection}}{the list of alpha/beta to correct present values for multiple payments per year} + +\item{\code{v}}{the discount factor (1 / (1+i))} +} +\if{html}{\out{</div>}} +} +} +\if{html}{\out{<hr>}} +\if{html}{\out{<a id="method-PVfactory-guaranteed"></a>}} +\if{latex}{\out{\hypertarget{method-PVfactory-guaranteed}{}}} +\subsection{Method \code{guaranteed()}}{ +Present values of guaranteed benefits (paid in advance or arrears, possible multiple times per year) +\subsection{Usage}{ +\if{html}{\out{<div class="r">}}\preformatted{PVfactory$guaranteed( + advance = NULL, + arrears = NULL, + start = 0, + ..., + m = private$m, + mCorrection = private$mCorrection, + v = private$v +)}\if{html}{\out{</div>}} +} + +\subsection{Arguments}{ +\if{html}{\out{<div class="arguments">}} +\describe{ +\item{\code{advance}}{the payment cashflows in advance} + +\item{\code{arrears}}{the payment cashflows in arrears} + +\item{\code{start}}{the time index, where the PV calculation should be based} + +\item{\code{...}}{other parameters (currently not used, for future use)} + +\item{\code{m}}{the number of yearly payments} + +\item{\code{mCorrection}}{the list of alpha/beta to correct present values for multiple payments per year} + +\item{\code{v}}{the discount factor (1 / (1+i))} +} +\if{html}{\out{</div>}} +} +} +\if{html}{\out{<hr>}} +\if{html}{\out{<a id="method-PVfactory-survival"></a>}} +\if{latex}{\out{\hypertarget{method-PVfactory-survival}{}}} +\subsection{Method \code{survival()}}{ +Present values of survival benefits (paid in advance or arrears, possible multiple times per year) +\subsection{Usage}{ +\if{html}{\out{<div class="r">}}\preformatted{PVfactory$survival( + advance = NULL, + arrears = NULL, + start = 0, + ..., + m = private$m, + mCorrection = private$mCorrection, + v = private$v +)}\if{html}{\out{</div>}} +} + +\subsection{Arguments}{ +\if{html}{\out{<div class="arguments">}} +\describe{ +\item{\code{advance}}{the payment cashflows in advance} + +\item{\code{arrears}}{the payment cashflows in arrears} + +\item{\code{start}}{the time index, where the PV calculation should be based} + +\item{\code{...}}{other parameters (currently not used, for future use)} + +\item{\code{m}}{the number of yearly payments} + +\item{\code{mCorrection}}{the list of alpha/beta to correct present values for multiple payments per year} + +\item{\code{v}}{the discount factor (1 / (1+i))} +} +\if{html}{\out{</div>}} +} +} +\if{html}{\out{<hr>}} +\if{html}{\out{<a id="method-PVfactory-death"></a>}} +\if{latex}{\out{\hypertarget{method-PVfactory-death}{}}} +\subsection{Method \code{death()}}{ +Present values of death benefits +\subsection{Usage}{ +\if{html}{\out{<div class="r">}}\preformatted{PVfactory$death(benefits, start = 0, ..., v = private$v)}\if{html}{\out{</div>}} +} + +\subsection{Arguments}{ +\if{html}{\out{<div class="arguments">}} +\describe{ +\item{\code{benefits}}{the vector of death / invalidity / disease benefits} + +\item{\code{start}}{the time index, where the PV calculation should be based} + +\item{\code{...}}{other parameters (currently not used, for future use)} + +\item{\code{v}}{the discount factor (1 / (1+i))} +} +\if{html}{\out{</div>}} +} +} +\if{html}{\out{<hr>}} +\if{html}{\out{<a id="method-PVfactory-disease"></a>}} +\if{latex}{\out{\hypertarget{method-PVfactory-disease}{}}} +\subsection{Method \code{disease()}}{ +Present values of disease benefits +\subsection{Usage}{ +\if{html}{\out{<div class="r">}}\preformatted{PVfactory$disease(benefits, start = 0, ..., v = private$v)}\if{html}{\out{</div>}} +} + +\subsection{Arguments}{ +\if{html}{\out{<div class="arguments">}} +\describe{ +\item{\code{benefits}}{the vector of death / invalidity / disease benefits} + +\item{\code{start}}{the time index, where the PV calculation should be based} + +\item{\code{...}}{other parameters (currently not used, for future use)} + +\item{\code{v}}{the discount factor (1 / (1+i))} +} +\if{html}{\out{</div>}} +} +} +\if{html}{\out{<hr>}} +\if{html}{\out{<a id="method-PVfactory-afterDeath"></a>}} +\if{latex}{\out{\hypertarget{method-PVfactory-afterDeath}{}}} +\subsection{Method \code{afterDeath()}}{ +Present values of guaranteed benefits after death (paid in advance or arrears, possible multiple times per year) +\subsection{Usage}{ +\if{html}{\out{<div class="r">}}\preformatted{PVfactory$afterDeath( + advance = NULL, + arrears = NULL, + start = 0, + ..., + m = private$m, + mCorrection = private$mCorrection, + v = private$v +)}\if{html}{\out{</div>}} +} + +\subsection{Arguments}{ +\if{html}{\out{<div class="arguments">}} +\describe{ +\item{\code{advance}}{the payment cashflows in advance} + +\item{\code{arrears}}{the payment cashflows in arrears} + +\item{\code{start}}{the time index, where the PV calculation should be based} + +\item{\code{...}}{other parameters (currently not used, for future use)} + +\item{\code{m}}{the number of yearly payments} + +\item{\code{mCorrection}}{the list of alpha/beta to correct present values for multiple payments per year} + +\item{\code{v}}{the discount factor (1 / (1+i))} +} +\if{html}{\out{</div>}} +} +} +\if{html}{\out{<hr>}} +\if{html}{\out{<a id="method-PVfactory-clone"></a>}} +\if{latex}{\out{\hypertarget{method-PVfactory-clone}{}}} +\subsection{Method \code{clone()}}{ +The objects of this class are cloneable with this method. +\subsection{Usage}{ +\if{html}{\out{<div class="r">}}\preformatted{PVfactory$clone(deep = FALSE)}\if{html}{\out{</div>}} +} + +\subsection{Arguments}{ +\if{html}{\out{<div class="arguments">}} +\describe{ +\item{\code{deep}}{Whether to make a deep clone.} +} +\if{html}{\out{</div>}} +} +} +} diff --git a/vignettes/creating-company-specific-implementations-as-package.Rmd b/vignettes/creating-company-specific-implementations-as-package.Rmd index 50dd350..e7982e8 100644 --- a/vignettes/creating-company-specific-implementations-as-package.Rmd +++ b/vignettes/creating-company-specific-implementations-as-package.Rmd @@ -4,7 +4,6 @@ author: - name: Reinhold Kainhofer affiliation: Open Tools email: reinhold@kainhofer.com - date: "`r Sys.Date()`" output: rmarkdown::html_vignette: @@ -14,12 +13,14 @@ output: fig_height: 5 number_sections: true vignette: > - %\VignetteIndexEntry{Using the LifeInsuranceContracts Package} - %\VignetteEngine{knitr::rmarkdown} + %\VignetteIndexEntry{Creating Company-Specific LifeInsuranceContracts Implementations (using an RStudio Package Template)} %\VignetteEncoding{UTF-8} + %\VignetteEngine{knitr::rmarkdown} +editor_options: + markdown: + wrap: 72 --- - ```{r setup, echo = FALSE, message=FALSE} knitr::opts_chunk$set(collapse = TRUE, comment = "#>") library(knitr) @@ -33,14 +34,255 @@ options(scipen=5) library(pander) ``` -The LifeInsuranceContracts package provides a full-featured framework to model classical life insurance contracts (non-unit linked). This is typically sufficient to implement simple example calculations or validate a single contract or tariff by a single individual. +The LifeInsuranceContracts package provides a full-featured framework to +model classical life insurance contracts (non-unit linked). This is +typically sufficient to implement simple example calculations or +validate a single contract or tariff by a single individual. + +However, when working for a company (either from inside the company or +as an external consultant), one typically wants the implementation to be +nicely structured, easily available for the whole team and still have +the chance to improve the implementation. This can be achieved by +encapsulating the company-specific tariff implementations in an R +package that provides and exports the individual products of the +company. + +The LifeInsuranceContracts package even provides an RStudio project +template to create a new skeleton of a company-specific implementation +to use as the foundation of such an implementation. + +# Creating an RStudio project from the template + +The `LifeInsuranceContracts` package provides an RStudio project +template that sets up a package for a company-specific tariff +implementation. After installing the package, simply create a new +RStudio project from the template: + +{width="61%"} + +{width="61%"} + +{width="61%"}](images/03_RStudio_ProjectTemplate_selectTemplate.png){width="61%"} + +The resulting RStudio project will have the following file structure: + + + +- The `DESCRIPTION` file provides the package name and its settings + (author, explanation, dependencies, etc.). This is typically the + first file to update. + +- The `NAMESPACE` file will be automatically handled by roxygen + +- The files in the `R/` subdirectory contain the tariff / product + definitions, i.e. they implement the `LifeInsuranceTarif` objects + for each product. The `*_General.R` file contains general + definitions, like mortality tables, parameter / cost sets, surrender + penalty functions, etc. and is typically sourced from each tariff's + implementation file. + +- The files in the `tests/testthat/` directory are unit tests for the + testthat package. Typically, you will use the example prescribed (by + the regulator) in the official tariff definitions as test cases, so + that the implementation will always correspond to the official + documents. + +# Implementing a full portfolio calculation + +Once the individual products are implemented in the R/ directory, one +typical application is to use them for batch-testing the contract +administration or financial statement system. + +To automate this, the template `[MyCompany]RechnungGesamtbestand.R` is +provided in the project's top-level directory. It's purpose is to read +in a set of contract data and calculate the corresponding reserves (e.g. +to validate the official numbers in the financial statements). + +## Steps to implement batch-testing a whole (sub-)portfolio + +1. Implement the corresponding products in the files in the `R/` + subdirectory. Use the LifeInsuranceContracts documentation available + at + <https://cran.r-project.org/web/packages/LifeInsuranceContracts/vignettes/using-the-lifeinsurancecontracts-package.html> + +2. Install the package (using the "Install" button in RStudio's "Build" + pane) + +3. Set up the mapping of the columns of the contract data source to the + package's arguments. The columns of the input data can be directly + mapped to named arguments in `LifeInsuranceContract$new(..)` calls. + +4. If some columns need manual modifications (e.g. sex or frequencies + expressed with other values than the package expects), update the + `VTmodify.*` functions correspondingly. + +5. Update the column types in the `readXXXCOMPANYXXXBestand(..)` + function. This helps preventing errors, as these columns are always + cast to the required type. + +6. The `calculate_contract(..)` function might need to some adjustments + / modifications, in particular when modified contracts, premiums + waivers, additional tariffs / single-payment add-ons etc. are + present. + +7. Depending on which columns / data are available in the + company-provided contract data, the column modifications / + calculations of other reserves, etc. at the end of the + `calculate_portfolio(…)` function might need to be adjusted. + +8. Update the `files` and `outfile` variables to point to the input + files ("Bestandsdaten") and the output file name + +9. Call the `calculate_portfolio` function on the contract data set + (potentially filtered to some subsets to prevent performance issues) + +Typically, a call to calculate a portfolio and store the results in a +dedicated (Excel) output file is: + +```{r CalculatePortfolio,echo=TRUE,eval=FALSE} +results = NULL; +results = calculate_portfolio(bestandinfos.all, + tarif = c("ProdName1", "ProdName2"), GV = c("123"), debug =TRUE) +openxlsx::write.xlsx(results, outfile("Prods-1-2"), + asTable = TRUE, overwrite = TRUE, sheetName = "Vergleichsrechnung") +openXL(outfile("Prods-1-2")) +``` + +## General Overview of the batch-calculation procedure + +1. The contract data are read in from the filenames provided in the + `files` list and stored in the data.frame called `bestandinfos.all`. + + 1. Each file is read using the function `readXXXCOMPANYXXXBestand`. + + 2. The `readXXXCOMPANYXXXBestand` function uses read_excel to read + in the raw data, then ensures the defined columns have the + proper data type. + + 3. The columns are renamed according to the mapping in `colMapping` + + 4. All contracts are sorted by `Polizzennummer` + + 5. Additional modifications are done by the function + `VTmodify.general`. + + 6. Further custom modifications can be manually added either in + `readXXXCOMPANYXXXBestand` or in `VTmodify.general` + +2. All contracts are calculated by a call to `calculate_portfolio`. The + arguments `tarif` and `GV` can be used to restrict the calculation + only to certain products and/or profit classes. Additionally, + `n_max` can be used to calculate only the first `n_max` contracts. + The `calculate_portfolio` function does its work with the following + steps: + + 1. The portfolio data is filted with the given tariff, GV, skip, + n_max arguments + + 2. Only the relevant columns of the portfolio data are taken, some + sanity checks (sumInsured \> 0, premiumFrequency \>= 0) are + applied. + + 3. Grouping happens by column `SliceID`. This allows multiple + portfolio data rows to be combined to one contract with several + slices / sum increases, which are calculated as one contract + (see section "10.3 Dynamic Increases" of the + LifeInsuranceContracts vignette). If each slice / dynamic + increase is supposed to be calculated individually and + independent from the main contract / other increases, then the + column mapped to the `SliceID` column needs to have a different + value for each portfolio data row. If `SliceID` uses contract + numbers, all dynamics, etc. belonging to the same contract + number will be combined and calculated using `$addDynamics` + + 4. Each contract (entries with distinct `SliceID` value) is + calculated in a loop using the `by_slice` function, which calls + the `calculate_contract` function for each contract. + +3. The `calculate_contract` function calculates one individual + contract, with the individual columns of the portfolio data passed + as named parameters to the function. + + 1. A progress message is printed (if applicable) + + 2. All slices are arranged by date, with the slice starting first + assumed to be the main contract part. + + 3. For the main contract, an instance of the + `LifeInsuranceContract` (with the given tariff / product) is + created and all values of the contract are automatically + calculated by the package by default. + + 4. All additional slices (e.g. dynamic increases) with the same + `SliceID` are added using the `$addDynamics` method of the + `LifeInsuranceContract` class. The slice start date and duration + are adjusted correspondingly. + + 5. The reserves are extracted from the contract and stored in the + final `data.frame` z. If `debug=TRUE`, a column is added to the + resulting data.frame containing the R code to reproduce with + full contract. + + 6. The `calculate_portfolio` combines the `data.frame`s returned + for each contract's `calculate_contract` call into one large + data frame, adds some derived columns and returns the data frame + as result of the calculations. + +## Column Mapping + +The following columns / named parameters are typically used by a +`LifeInsuranceTariff` implementation or the concrete contract as a +`LifeInsuranceContract` object. Most parameters are not mandatory. +Additional arguments / columns are possible and will be preserved, even +if they are not used by the contract. + +- `Polizzennummer` + +- `SliceID` + +- `balanceSheetDate` + +- `tarif` + +- `GV` + +- `i` + +- `sex` + +- `age` + +- `contractClosing` + +- `sliceDate` + +- `policyPeriod` + +- `premiumPeriod` + +- `premiumFrequency` + +- `annuityFrequency` + +- `sumInsured` + +Columns used for comparison with the calculated values: + +- `Bruttoprämie` + +- `Sparprämie` + +- `Risikoprämie` + +- `Kostenprämie` -However, when working for a company (eith from inside the company or as an external consultant), one typically wants the implementation to be nicely structured, easily available for the whole team and still have the chance to improve the implementation. -This can be achieved by encapsulating the company-specific tariff implementations -in an R package that provides and exports the individual products of the company. +- `Bilanzreserve` -The LifeInsuranceContracts package even provides an RStudio project template -to create a new skeleton of a company-specific implementation to use as the -foundation of such an implementation. +- `Gewinnreserve` -Once, +- `Prämienübertrag` diff --git a/vignettes/images/01_RStudio_ProjectTemplate_new.png b/vignettes/images/01_RStudio_ProjectTemplate_new.png new file mode 100644 index 0000000000000000000000000000000000000000..1d17a679958ada8fe63ecd10f2f0d3008794fcd1 GIT binary patch literal 7278 zcmeAS@N?(olHy`uVBq!ia0y~yV4TLlz);D-#K6EX_5TDV1_lPs0*}aI1_r((Aj~*b zn@^g7K}NyT#WAEJ?(N;`7~$|+79Y~vS_D-bRWn03aBbnzV3O)JKhX6f_+YH#_KfKK zy$O3aef<_3wR&yX?$)w!?Xb1CSJm#_5PLA}%08ym4dRP5R!j*g=j33?5q44I@Y(U? zuX4<!lPsPsx*N}be=PrS=FH->zV`NFKQ-Y+A(4D+vr2cZvYNYT*Ul$_i(eHM$1*cC zFv}m=ds6(@hnTr1_wliK3beH|I8+{8e{^YT|0>fp73p6J#dzeNys~;w`Hihbph_q% z*7ou@=i0^ZmdBU6hVF9bc~P=!+m1Fy-pe5&SMRhlecyMa<2grH`jn$x-cy_wCM@X> zpKs@M_=m7<m5cavjc)HLe}8>T%y;HksQ&QkRYQga%y$o087*%LxZcQjqglsxu3va4 zf4|l&Z~22S{+-q1vszSoe%A5+zcqV*Swv6U&#)jrKD|jrFa7?7`D{)ckxNoV!b1J; ztXZ;ZtIO{Tr+H)rUR9mYQ+L~$@%vlW&AAF3+MlM!$)_ti3bZvlwg|jZi3<*%ylv*0 zwM$lQEo+;6obN?Rz}l^+*KU#jAG6o?CJ%#(=ce*aES{5meSP0(IC0o=`m?t*J+n{p zklpe`zuG!!Np$`s6@~@k{aZFGuga3*){@JfeM@+b-}34s6S#QmXKbFP(xAd|D5ZD* z=XswBS}wd7dtay=8F$(^=KrOa3*v6u9E;^(V13&Eb{5C{#y;oY)^+ojCrR;ck`Q>h z)n@y>-g8s>E~wiGYlp4dH*@ywZ;w|rG_=_6=H0ek!Q+w-BZuM@!8p~!%cXmkHS(U_ z^{4CB^k3FlucT9tN-^vRToftw=9Oa61p5`HcP3w(G?iz+|9ZDc3Jt{)sWOvKrmWxp z@7I4B+boe>$yVE|AtH)jejoY0^xeswix+wxHz`;j`ZvgZ-<9bK9+OOkWA-JfGPInX z^K-$X7`^GQn^iKy<3675n!5U%+8e_=lJ1EdimyMcl6WWL#=uei@y@Rs-yhws<Skf} ze_?89;hxNhqZ3pdXQVBdZC=dyz|r;R>-Bq|J$tr{|KD@_|2Oxhzdt*B=lZ?BUTsW1 zeydE)^U{~H$QFSrCArHvYUKhCG|OJRJ|WD#^7pG<#XqM?wIwSYGZAKSoH5(u)YGEv zj(I^ZE&le`R9FAyp6Qde!(Q*Xa?6_Jn(2EP=kgVKn`C}+zuf-4HqImTy6L9x3=9lR z4Jw{ZD!22BQxzLBZl~<%znDF#=G1K?0jK@`HeD^Z(#oz(SmW_oy|a1#?8{q|`uZJ$ zR9?6z%JwX}WiI(9d53-9Apxgr55E>)xSD0<B_F!AH<Oh=y|3hF>$Q9JC*t^CKVNWJ zzip%1q{Z(2r}oYAomBS!pTFY#MPCkfb+PO3{gQOhpOwMQl4ts7L8ogEcXD-Xl49a{ zcY1k+%LDJ)whoysy=VEp?YX@D3RmggN7r|~+^1)6zvAqU-z)xRG)cTz^0>lYDB=I~ z>gQ)?FJDu!;dl2pbNTqHmq#rHH<$YMCe-X^y%*9bu!(Q|e&H`KmsW>dm&?j(yVU-5 ze~2{i4x@LrQg`}|_BhHj%+b8dz_?Jpb*74;hmTKBUHZ*lY4h7ktoEWWW=RPP3-f+s zIuIz~bRufcKE5TpH|womxAQIA-(zWa@5b{4Nii_kTr(55G2jwfQ2gHcTd4x4Q~EpE zlgz)rySloj#_zo)_vn`Jb#Op^d~-tZd~*=<s;I^3Eu}pQ92=DlA6Z(@lYQYH_{`{n zz0a|jWga!|LW(J(a*hIfD+~$+W`<shiA>+2mL}%d(9P^4<6`w8T1fn3$>9~tZDbU` z>^^$=zL@?iUp789z3C<^<?IzZ1sRgulOA!GDINc&9xz#D<;s<!7M4=)Z)?t)6}87& zUNJ>>ULBVQ)5Um(MCX&%`_07da;iek8?IDg_+=q5@9&$M`O4K>`}Tj4ky#NRk~K-h z`s+5G?o7Gs{}u&Ve_3?qyo;dI37thR>SjJXf7WWzs%<M{F2^j({I_-4&UKFL416_@ zEY&ahI`D~1sFi)|F*$wrCDZ=Zt4({tPIr~FrRKkXqa$GTH7(zPW1+g@yXjgt4O;{@ z3GS(G{SINdBqt|dUF=?3`Ze~)mnv&(YxefI+TUL`Zr+>>DjC-~|5+7eTbJ`i=i0hU zySFcnP)TwZbXxIxLTTyOHxc45_e~OX^61aWd-oyG+JE71FE<WF+dmQfPAA$Dxtuv} z8u%n~C`w=3DRON>eZk@TdZEk?@1|=%)(hFZy<GFxljwim=L`;{<jxSP4LW-7&fKWg z@1ph}Y+Z8PLrnJf`fEQ#>YBe9UaaGr<9pp!b}?&uudUn7o4oZrTpzy97o9Kj{rHI; zHb2(-&xo~N|2K8_r1$r3mwj`5?awEC?M>$#n|e3-^ux7l)cR-JrPl|(_HViw|NISy z(Vcs3pJvJbo)*Ewuwc^C>6Ps)95;8*I6h^mYR>;hQ{JR+Jr?)mp?!7qA*q$D?a`U{ z<(r>m2bZ&MwaJh^)purYZRW@Qc6qxe<XyNo@0-&1hLzfOU2|XFjM{HGZM!;ma7Eg4 z_W5&9hh}L^oc@22?(ao^=Y=e<Wcz<H_SAw@7A61xlB>7papnHBauANK<YTkF6Zb@M z?xu>Tv%>$b&40Zv!B_p_Y1=<L&)D1j{=HGepf%a`!NGe6xo$82A!GE<XTs}4k0sy# zlx(%?HEv~W`26InwRq*n+surylMgU3IGFtRcxATordrNj1-==p-UpwWV#|4^UF^@P zsj6$|?sk^__wZkCu&qXv=KiH0U)<T4c7A2C(_xqPN$U+A8-Ep@x^!NwFIGZDggaVq z$?T42@+a@8u|`dl`=0mazx~6n=Uv~}_C(&9m(!(OfA3RqfYYh#|3ud6OfqJkzwYj> ze~Wj=c%Noi>v2;^cJo#3#|bSnXU!|%6N^jm-pjLgf@=M~pKFhvYCeAbcXWiCxba(+ zxhLIvf>wT;@yeBvAz+?k<D0i(mH*>e-!mIjTBql>?629c`QWA0vgXbuj{hFbvNsEf zvHS6H*Hi7}YqfvYu32<2<M!l@=Vwi;-I}t?#6id;w=zj?@%>fuhO2_i-QMr}_W2*H z<KtyVHuXI^7IS<5^KJjt+3)dx77Lyd@J4a&tL5+K_1IJ%)(&P?xzzBod)xA@e-t0A zl9F)!)E3^vq;ly&__k#lR@TiQ=2$t`yq&TpwLJCJOr^{lDhm%@xV|Lf>PFT}<zI|N z)NI`z8GqmKZ%tnAJfWLG8Ou3soy6LAPCMEA@4(EMO@Y;Emp)B?@5bi6gmKb>%zRl* z1Dj3ET1&l5%zRem$L?2nKP|p)@@nP;pHt?&65IHH=P)YRraiiq-*^1nT&1rcd1q}k z+!+u*)3rtJp<r_BDkUj~7f)38X$MFB_YR)!JzeGEvdh8-mko8CIBlE6-u^6-E6zC| zS$k8)mxbZLiOJW`&C=kV;1eq}e<@S3I%mnfaPMW_wJMI6r^)|JOOEh9zp=$p-LrqD z(CkS+e`X8+t-a^9%u*_T>d(TGm}z0#lx-@0UGs61Gq=szeP@M<@$}1@y763BZmm<> zI-7T!?1J|mvP(AbnQH92UA(L8)3Mm<N9KMjY`&GY&Dz_pI%Cb*Y@ycGlZuLs`t^cN zuan%?YVl>VY;nxqX?3$_{#`H2R`^+Dddim>mW^u3JkM@@6XpD}=kQI-O>g$MiR49Y z^-o-u^(^epCzh&vAK%P5vsm!yZF4m#+p~+A<rEVay;lEfxkl%2Pm<4$hnWQ;+SAx} zomzjFiNS5!JoTdR)Y!$04u!h>ZrkK<X!dy3mDNwWRJ~@p<C!m$dT#~Knz|uYw$#LZ z+U&`nN^?5We@~SC#Lszk-meFbzc}4eI8j)7V9CbQ=DiYA5~{W_FgVP&F42B+y8a}W z-tphhYd2Y6-V`s&z~DBs>f5w}oQ|E9D(vU_5=G~4@O-q#yXZll5(C4tZ9bO2U!UG| zr#Sk~rF*w)j%|qKHHf@@U4<)LRrE=UT<j7btHoRX%;~Z2)UtiYq2qhzjBkfPk;y)b z7kimsGrwIbzbx&~j;*<+OXlu8y^+cNZCX>V`<615V$C(bF3p?qR6BXv`kv04<-LzT zyQ@ymZ~A|xQ_1dw>twZxuqXF6CiKSF)+{{VeYhr0=Go^*O(~)bPnMo$QS?3>!|0$B zE0Oth$qrH9%T5zdY&rV*T-vSnHGL&Z88qIvzGqoAdD4?Rp{FMYE2d;F(Po_z{UoQ} zwJI%LT;JB|u*;?=-ae;wiqa+|Dm~S@b~#_=$z3fL4Uhd#4eJ-~SBgExFt<GR>D8Z( zyZ6~Hy&NX9M0x)YlS>IsM=DRUX@rMweDvm{2`jIYIe++Nv&U|%dEPzz!S!EnO<B1< z*HiDp|6_%*b2EP~n^^Yj+_WP8co8KwhKDx->b=&Qe3m}9aO?73p1TWXeA(y9T{cJd zuoY9d;^7NC<-&{%0dW(%nT|3j@WsezPFi}`$ZlU~+^#eG{!V#Ty?J|i$L7f#PT}h~ zi-d!w{5<x)0TiC;Z|58g%auL(ChEotbMyVH=IeZxl~tU-b!X$U)$&j3_kGIBeo(nS zs^Og8^sVaxwj`NkMakUwHCtV1cF%krWf88-rLz*xhe`HEsphO^b&*qwTKI6ytiaWw zuG8;Ln3Hw)dh9C37a1#;%zb|5W?uXGv`cZR>0L`MPUg{X-5v4YA-^<fUe+WhHIAz4 zHjCG*LnM7u|GtsD@iS0jx9#nMxJ`k(f8<-unjrB#vg8Bbb<2&`*Zkj>hza+{e!4E~ zo$>Re?(4Ydg|>flr_A{M3RG-tkxO`%!|3qj*00EDt^<>fU)s8jXYnc9kM}mQTJQf; z7tByCpEpPLuvgYnFAb64G^+*)1{NnrZx0<ILn+hrNogioQx9r#TK@AYZ&*D!V4d7L zUH!A>`y!v|A5WUIwU{lsKI?tdvmglzD+}w{{+>1L3qLQgUvtwcS)sbyRHHFqMbN4! zz4^;@<>jS6N<8+T>oxJ>LN{lH1uRO2Yctli25MbNn%J;8%S%D1dhL&2zqeakZ!~%$ zCiJYzKvg$(?VK$YYff?&h*%q)czpQG7H==DC;E9#i5;)seJOU@sZlUBwDzFHb5&-E zr3@SEuPndsw(^r*{I_ejCNKBflXWnL+u?<+dfCH|nvs=0Ar{}S7EZ~Rx@cUy&Hsn% zD-kalgZypfe-7G+O6>1kxXAR*-rmj05v?bE{g(f|Rx$f61H*!_Rnb{NE3Zy*P+>XT zI&<3OB`ivZgOkq8*;#tVq|W_JeBV)v?B_gE-`H#2jm#(32%Ya-EM@esa_1s3h6Q1< zi=NHMDLb;`>t5$2vo`;}9Kzu6ytdlre1>v^gG#{jla~LD3Kud>cjG^EXG>oEGN+>k zJZrV4XlF2d=;vtta@W&~tzn{i-DFiR?$6KG-LhAj;@RUJbb*1PWagcwmD~;488;km z&TD=XsWL-5OovzGB>((H$NfIB2zaY=rn(1hRbD!`a{r4?3;mlLY)?O7)na2fB3HN0 z>DvFU$eu@0Y4d_ynGLieKizcVx6eOy=IYF8`BIsOYq!NV=~)zN`M-Fo$tJLCS7-gS zr-lp%G|s7Rw2sz3*O#d1rt06@A6MqKrRuJa;*3lshJ>yl{`8d$4pU1tJay;3I$k^J zpQ7We&Fx>7tJtUB)ts5?`grzk8SR2==OlA3-<r6_H?gMQer-?5zCGD@FQw+M|C3O@ z>d+*SWp?`v7NqL>2+ihXI5gqA{d~{&9N#ChoV8Wx;z{;Rw>h*}U9-G}%_k;X#O!?W z#m4pFU6;0<<Cl{(sChIel|AnwgTv3Y_jkM1Bwe)VEV<KFvi*ksy^m(WTkFn0d65ub zFYozd)8XwpzxEe$&wRNoX-VSb8_c!FN2~f|J;gJZ1n*^Juu=0|*zt|~i=ow}s5#Sf zF3dam{d}!}sEESEzS(mR=-e_{KH1se>e9d2O3lZA?9t%7Kj-Pbx9hoW8-Kr&Fx_2q z*~9wX=31$>*@^oW=Bsdqsps%4Vn}#%>4xVg-^9!REZ+B4Ed3v1e7^b78;QABgYpmb zg#H$-d;kCO2cf_6D(lpk7z*a@z47~swD3|pW4jQazZKClCj3@edEmQ!f6!YF{s}B+ z|1$mgdwbPut}v5*Naa+ghSs}d%eV1K{$a9i5qQP4YBKksVDZ#<v$H(2YQ-Y0xtuxv zZok-CStQE5VE*k>dz-#|pYw0u%-D189A6E3{v4?;%;XYfo^nI`%VF8MbAQ-hE>P+e z*pz57(S_rt!6cR4+TEq`Cpi?CxLa9#NjkpE<NMSe0jH`xx3}MvmviD+I8P_#)RS%3 zZ5SlX`(A%8<xsrxIVJtHobg-vNr#_mwM^hWEYc>hDRIUj0Vgw_U<uTQf14(cV#;BI zR>hVaiDd>Y6L>ct6gd`i)28_8_bi4T8x#$G?Oy(i$-8Aj?(173W#97!7pt$exH~V@ zWchU8yG1t>_)p*c8+{~Wf5Wx<#%R4@=l@&kHXb=6d|uFLo3`Oc`QF~%HyQ1_{;XW< zSMa;rU*G57m#6AA&68DQp4F9BZ9eiqa<_gmlk*G7DY}zGZ7Mz-o8;=W@aOsllWSWS z8!-G<EWR&UtNyP0wc7pXM@8n|+f#6B$$<xw+~t2Fjxem)U#<P)yuA?v!<kmz#>MgW zQG5&x<=f8A`M+Ihaq__z(Ycn-`qf&MTXHV_{r%nk_nY-c=hn?C314n-flGZ&uVk5F z-v8LeE{E>i+?uvO?cKsJYd*85Pp#kebcvA5Bu?h{_jWKd_?$axy-0Ctc-{qufGNf7 zHR`*h<^HJ1fD9E~d-08@$BtQZ&)z$*^mMQUL&vi9@lQV;?t9PU9#rlh-*7VjPoe_r zl-KfUy*j%pTzTIq*FO9<SE*sQ_~-UBbKggo7`8M1I>-BU!$)OaKGqd~9^QT6*?4d= zQ}gniKk<F<S3TB}QT$SU;c0dv1A{@qwKmoNHOBwGoSwghWyUG5(vMT0HZG6;E}?Xh z;YXi*Smmc}RZf9@myf9a_b+*Rp;d;r^y$3cEb))uPb;eYxj0$6hLNE`h~r_`MYrPC z$3>D(+dMS{bRsvUoS1O%4R6dY^;X6m`^A2@%U?SdTM;_HN29SjBjd}xBdW)QUG8@} zm&NTXSbC@K)3!#YgHIac<Nm}SjGf-;ee<Qef<Whujb&+E?i@Gg9c*U*zwGqSw{5!B z`9&AsIdA`J|MOf`WOdPXepeHQ2Di%XbJ!RJJk@sGv7NSPqE7+4fafvpqQ3Zq8r5mb zl-?Z@bTUhu6SAx5=%;hf^<SJ5VY_l-skGXS@K@nqHSf<jAHMU?hOA{Je`Xx8d@r|m zF(U&*dFT3N5z3X75)2K$SvW<q-TLIO#koD7p(&%761`|q+{2GLv!#SGUy6UY`IAF2 zdg5GNY4bv-+x^p2_x!ip-*9owiM4m6*Kjz!C||vNxq(jv$3ng@UqspjoOD!Gm*%cF z1Z9ge6C9gw#g#v{p2VSe<t|cAdCb_b%yIkbhMg<3R%9pTyKyX>ci<qOTlWt`yKieO z_!-JX4Q8?3&6*#_SJSjrQn96~>6e?u;+z|?3+5)ts52^r-!(~A;QuV{wBq=yqs<24 z|9ZW?g-m2;*xGw`#(n`O+ZcVhD`sZQ4uzWc#M=ZmMb@?++IIa%p9(AkZ%8+9&0Jr% zS>f3!=Q0V!FFG%8iInNT^v(3i@hXj8pq3hb#r-E+b;P^4OS3P%$ONIMf$NXFw~Akw z`u^bAx{MFj-0k0z+pPm?wVeYG^C`7dZCdA>$nb#WQ_GRlvA=IzsdFsc#QZ$<W1;r1 z)BlS!md@BacXs#jBNv~^@5o>E=hyc5yGH}1oy?Z54wk4d_|SCG^|#QwSv^ywyn^;c z+A6ClrCfgHzizq#!&J%FPT%5E7#OxlvMVjIp8O@gb@qRI?l^xfL#wd!A6p+xILWNV zt<7M>r}N{*udgjXRvdV`QFAK;Z>#40HS=VJ1%*C8+jQjguOcHp7oF1;90vkT9d0Wo zHX3qITPhm%?AYI*U*6XL-%)pL7pwf!*>h~1R;0grCBhcPescH3d6J#??`0csJy)-- z*r504{l}B(*Zo#|^!SH0pAI<La4GsH!-WFv#VhV7SUpeEWteg&;6TSieF?cW$3w*D z{Wsj2G~s>#Lqofy=ShRw>o;Sg56f;f7uqhjhWozs{5f*+(ti@Zw-vWZPFS49@V58J zTF%nTc6Te)veWN8Gi;7wx>j%S@aObp$LDtc|JE${=DdMIOVtWJ|3rodM$hJoo_lV8 z(%_78t7fHuN$o8MyMRTRiE>LN?QL5a?<qUXi)Rd|Qr%yF!{+;?p50L^{{B>ZYkBYR zgMfzinXi{#yu7S#!&i^k7t6bs?_^+TI8cAEOYkpiO*KR1EB|kfo0suEVg6wI+;@6N zobTT2btd6g75vX`=ASEScSZ2P#{UlKXCgUnE_=6g>(=@o+JT<)-+F)S&*e0+S+hp( z>^;%KWu^TGowFJC9Oqx<rB!9|?_loohk*;vS-OA9%lvWu{nzO|54OK!XJGi-^yu8) zcj+QbzZw6|&#$~05FB~8y5{!YyhDz9TbI7=E}Ro;ekJ6ZluVPrrog+C4>7R0<jpCl zJ8Zx1%w=`ueUrO4ACF%BT~{h$%k_?j&2}gE7j2y+zh}q(1BHhgE{6xnis~H}e{no= z?$Pq1!nznAW(#HpgQ-iW9;#z%m}V}%bM-nQ3%hk0wk(P%t9K<Utu!wQ^SRKxUq0+b z{U^Tf`5u0D@iE*C3j)QbU1wt0!83Ko6xI1FKTF#)9H@L^(SBR~(-!5nLY<b<6V`X+ zjr`~9=QCtz`1qYKlr*kfaWU-js=dzb*};DE_461qDk9dbV`NZIe1A%*m5sq+_I$DL zC#MRn6X#esZ^`c<i4S}4*SR`f{8j$_jk`-;q@K<H=e~)Jr<LPw&Ylv_&A`C?$L-3r ztTsOhE`|?>ek2y`zm{F|J9(qEXMDw}Po;v2ueYV`(D_}`w)|vR*wt^37jN5l);nsO zo{mA<&G=7pOa~?yem=H({~TH2um8TT`c!Rsb7?3;)MSwDEgs(cKO}BFe=U&jjjoyg zV}~Q1iS_@DZcN%8E$C!>^V;mv=sDbN{POq2Uas4^VV#g|@8j9W_~%UD=)6oWB&2Eb zVqxnZfvRa=zKC2~nUktypLgtDw}D2{?}9ziObgSa{QVQJNpAdi=ib*h3QjL>UhX~p z6I2j-FcdtQ__g;9FNfll#aB$5l>2R8DKREY>AowO%A97{63`!dpCjFS>*6D2pu#Yz z=1sYHM!C4bFZb8VEdl<IPbj;0zD?Tm=5xN((MpB~DgMWPeK+D#ZkeE4VRnC_3y1CD zRT;b9nu6LSy_FAJzxgX}n*LqT=|o!sc+^skA?5U%p91_&9DkoxFc|oq`WTqiBJiql z)8^>5n5k1kt?PGm2z$0n=v`UyL7O4v*^{aJU$npXP-@9JGi{Bv<F{T`(_8zLtCK;7 z&8S=K_V+el)yJPH$;My{3*Y%#2GmSq$#phf2dV>ln2(khJ>izotXOdfH0*tBg367F zPY!pBw`aaC0JW|RZ?!$Ub?evj)vMLmeZeE+$F5w-l%8D?Vyq~@VE{7Y%wnmwN9J}f ztUs(?vKibMTjmvf{`tg~6JN9LGeQJbEt}^)iN(>x+@9Gy)F9mKe9X_iQVe=I96kU1 v&fe=2s5*9KrF_@Bm`tr-<zJJZ{b!gnHTIp;U(G@W1_lOCS3j3^P6<r_0rl2Z literal 0 HcmV?d00001 diff --git a/vignettes/images/02_RStudio_ProjectTemplate_new.png b/vignettes/images/02_RStudio_ProjectTemplate_new.png new file mode 100644 index 0000000000000000000000000000000000000000..ba76420ef8ac75202e1e189b056754c41de7ed4e GIT binary patch literal 30492 zcmeAS@N?(olHy`uVBq!ia0y~yVA5h>U}WZCVqjpHBDtfTfq{Xuz$3Dlfr0M`2s2LA z=96Y%P+;(MaSW-5dvmuuMx^|o{fF=AY1<C#Dd@O52)eSm9&D3hG+m^&@yKS?K$BxL z(t0{~9(kfSz3k(j-}h$T(Vw@|+I!ED3?0L1N5rywl5`S|vV{e7mE5rU{PWMh8L6>t zN`^{V_s+NT-}rkb{nR<V-=99uJb#A4**ta6&82^}Gf!QrKKiV%(Q|%m_%yTL*R$ha zUOkm!#M&1TxM)rp_wISwS6@HwK6Po?#E;XLd|Mke(`4<u+e_z^@NY<~F<Vr-;AG0H zPtWxK2E_i+(JZ)>mijV3?Bw%iU*)ifsYhR!nf@1_TY8iu_)@xz$%>NGZxmyre`jpH zwSdn#ZQbrAbLz5}vj4NST)4GA?Dgec*`J=QKd-S|dyVw_$$#G4q-I{$h_yPB{>N(e zrXTaJKK!}UcyjHOrM{2OT>5^k^hbGIX6C(JA9>e*Jaebz+WGfk)9&fUroXo<&OH5Q z-KkI2O}VG<eD|7f9}pE)Rg%|Kl;m6fIr%@g$;H{XO}h8q|2IeaZTS0j)#c~!DAjF| zbvqZg>$gu_+`Y#7a@!Aop7`r&W}BSZmip|+&ZU#D$7<>BElGHJhGp$0rmQ{JPEK|& z+hJX8@IELm;QH<@>)69G<K(uyyAT!GBTy7**7YiR?~j`alNa?j-wS#+C*tvqtzxN$ zTVo=ul~qsWn9N!nbniw<Z;)5_^yO}??X#~gFl%dXZ+BNc=NW#kH29bF#z5n5r~AwO zxZhi<PY&`jUn;e@Z8@L+8%b%=sTRp^P0w3q?b?vABRlokhYue<ta#|H7oeqYR(eia zGth0TVb+hPlIv~PH*PKUs#i8!m7cWb=AGhO(knNnC11Jm^t#4Ulj4&%j%aMYm|^0s z>K8pvQ@`|o&x#LIu59eIt#)($>J$4&YwdH@oLOR`a(Q8^g~jj0{BC9Kd^SZgzsL8D zq^R6Hi}d=9F*!Hw^DCy@%;52#W2k&|&W;C7)or)B%Fjv4Wt&O$KC}&<eq#MKrS+#G z{+cb(E7#q=?Tck+;KPS*rV>x*&e*kWM$pf{GtBbcl6C~<_V~uu9SpraX`hOz;hhYV zS;_6Y&9~Vd{r!CDH=gphhS%dZEYX+Ho_@4%?(>}uXDn?GFMqq|=bX5R2^oHOLu>>8 zEqOC1t<TG+(`dGE`W{2GQyD#TH*TJBD*xsUN#i#4Z#`V!YmVQ2&DAfvPvP?3C%a;9 ztJGWcJnX!DEpEbTqvuOc>~_oDcQk$Hy#Bu+e?BaJ*4t~kx>qh=Z|}C3y$?60Exsi& z&*JRf?AL|4&*wbc_{q<wGI{x)7OQ(7ciDS<-LrGbCEu0L=H=^DDyy1l-O1^jwehmk z%hs)zgOU#SeoDG)Ju%4p*`&-*>h^n{-%y>&tGA8sy4l`|LaCsXkmloU!WW;naLc>W ztDm2P1J(b!d|Y$=jww}dB#SG~&z^s4*S$Nt_Sa<0tv>eksp9)jHy(bDsZZ(s8@(dG z{Oa%R3qsD%`#CkfWJ`r-*T&~JGBs_hkGUOPc4ne|OwZhZH8DZI9VVX?xncKmr|9y# zbC;@S%KK0H{pq&4?f18($5vV2=ScRM>A{t5=P74o?%q@w9G87vug7Z5DJ~AhmH<=J zh0nW79xvnVHk10iPwwVd+xh<2{#Mtp=iX~9O>c5j+s=0Tx^nYB+a(Kstelr}dS}7g zlCZGfeTFS}7H#HJY!OK6nP)fm=IZn(yFPyOcAt0iZ;gQB5!<WZzMfdH^VY7%E_p^L z`%j;Gldc!{M&PdGW_HDvfMkI~uI}YlH5R)sNL|`hDsZJolwpJH?X^B4uDlEuWp5%v zLfFp>wFo%9n0Cw6b$d<DlcnC~?WMbv-DZD@>-`bP!k>I?%X#~KHKy#hZ8;QM>NNWv zdn7!W>7TaVBA2z{67%b_c%~KSX3gIDXr`_CZHJ}RF70<?`vjagOy~JN+E;t-+xdkD z?d%*mH*cR3HvjxViDF*cfRz5{&Hw+tujl8NdNi*Kr1sJ``E5S4OgI_tIP>4(XIY_L zos}-+#GzOsZL_#V;E=>*;f`#JYJ)}rCyu{TTa8`+t+e^}_}|NC>jL`!=6}zWG)=0T z_WI?-@4xw@1O7hwCZZ!Pdv)dOhJT&4zrRRXmDWYg+~gEncJ`H7s`F$0?2rxhH`{_w zy-IyO|E*b7WaFPFuO12JTJ7I*H1zqEIgEer`?hboDqMZmYq#a`w^|Wqh9Ccyq-r{G z*j9)%KKl2vOWt*5PmtF1J6;(M52w%1$qn%`nWUEaZdt7TyW9IevYuUZ{rS6azje-k z&gkFs&-&wfs%V>DWZ9CKz>HUOMP`;N9A;w(m{xW`PI%^CYi0(9b#fm1{oZ|S!Kdb^ z8b8iD(<0!sg7KZn#FMHD+v{xR@6JA<vD8#7*!*+w`fum|{D^<qb?wO2*y81U(pD)K zF8n*ZOy4euEnvg1m5ljs*%>_M8!w1`bf<)&Vas-*;PBm1GFxW|Pf9*jTy!eo^cTOy z>3^TLrZ2ZM&5oR=n|<|mvM~D>e;I=(E5DbY{=BSy(yw=N;RR>r+a+DNpxDgDQ<=3c zJ1g?nrkRi1RQP0#GG5%cx%;%A?!4Wq>ctngY+M|C|JI|8dBrhB4#(b=Fl<PDbH20s z<;n}el93Dn(<V+6y=xuEoqGG;yicBN4hMg2Ki(&2UiM|j#=~qS*~Sm_mosb%+izC& zq$AO}UFBZR#-(T9SwCw19zXljn<JXsmkyS_>VD~5#VcWybH}^eXv)QQ0VjU7^KT|H zG9>$aShHk>;^#F1{Jm-qw~BA$`<?RmivF=3-0St`newOU-<HW|ioW*fispQm{AzQ( zn>#ALYra@~(!<<swvo{$g?szd4^R2hb2B+pE+_J~*&MEpnzJme3FkK**N^)#jq|~k zCdL06^@WemJxq(fcF1$(`gL*NuS$Gp;<~oq&iwVtR(qA%j9g*1*6;4FEu62Kvgh|F zqs#Zh|J}IFlAx`9dDf(K{-0TSPwK;$YK6%NU*|PjlI}SF)0W_gd++;e#C&OIX4P+- zcWbibv@h#87wl?HmorSi%E7Q<>3K<e?UGY15)9F&cAq{rV++HCtrcHR%YVQ3C(fLq z;mxNLKjZgGvoS0e<B4QhpLfUdMvnLV&p#}F>#jT4FW|)AVpZHCpmajmX7Vvvo8EUd z%nYArgsbb#wA0s3-LZN>!u4%unm+A3e`0R<w;~Q*o%VYl3%~78iP63ArY&(j-~DYC zdlimOOYE=T{PryC$v3yt_}_fiYfv+JxOM;jTf7O}8IOV|`7kiBx_=Y-R+qR#l3`2k z@xHz}+tm-7rESP|i#|4u*)sC!W%qhE28O2#PHMKCS)0k2eC>-FBSXVAmH+FaV~S!P zPM2g=K4pA{^ZblMMUPI4FQ0yNX?oV9`CP%*T34@*n>TfyQT@#i1`He0^Z%Sym-f5q z$ow?Cm}%4L1+zIB7O|_JG!~P&8GJAOS%NV`#^d9CefK6k-l@?dP~{Nl#i=Os-0GS# ze|2){wz@m~Pgp*!xiDcyr}5(;yPsNimtq%n&i{Edy*XQ^-%#yn?BA^OV!oAsxH)UN z?C0%I@3&RYOWKky%D`}8$(g$!*DIRxKg}@dwb>&4_s#P7zOOmg{xof5y7i;w#Len& zZ#LadPMgKpvsZcZ_B`tep%ULG6)B(ow%@*XVd1xM{bL!7440no-RJZ9`&8-2z6`t5 zzs1JH`Z7y>*OBu5ntVQ}MWAZJS&zPd?`meoN=sPRJ}l2yc_G2fpcL<WT-NN}iNgOW zy}5rG8Ztku4o<vj|Lugk>6zLfr_0lH3VZc7$J$N}Wn;Lt<H?L3*8iva{Q52)Q*lkN z-K1b^Ww~$S#z#r-CW}nimgdaJaAQ;0+LL|$UAuQO<i`AOInz3SXW!l%Tz;vd3@-fd zVs}&pmPSTOGGv%YRaeFyk3YkCl2MXdEY)4zovFdhPO;>F`f0zTn&w8?H^1DRdD#AU zMnUPBsne&jA8DDzupsAq+ZLzuyNrsrt33YK`|0Dx)w{o?Jld)v;IyB!{g<xg)X9^p zU)|>aJ@cyE@y4tzbqk&`u>3sd)WyZiIorbc>FJO0Cp#~Ho7pNazR&ja#D8VH3@l$} z{_NkG>zm-^(Wm3X?a{~Hu;a<Lr`bN9oV=xNSC_t>@^kaQ58qxe$~Vg%3c5G9`tt#P zh8f5I)z;mVf5s;ru#S--`OD_||KYc{oqS(E%lLQm#LlNuy>6GEpVhzT-zQ^u%cA(! zgs;b5y!=1c{7^At?&Dnt?|hxO{#372aLgXf^!}GCcg&KWx$VVd=BJF`Zcg6D#K6Kc z-@5+G7xVD_R=JPX1t_yf+-AG7LbrRSQTn6T@B2MX+oXEck~PfgLB8I0I{kdi`#Yu< zd))cMo88~lD=*SGb>3Fmw&=r&Yipy+<zq^g=Y+m$_#6DKcG92IQ9&GvEwe6sliwEe z|KaNO-(~kP&2_K;FyH^U+lk|iSta{U^55~#U;g!S%qFpAeRJ~b(~_9d_?<ZJCeQm_ z@^s$f<=_9Q*1VT4-WHjkcJ}PK?YC|!+ZTlIDBoK9tvmL-7Pp`i$6aQ>C(+5xU$VBg zWp=t9mPr0I^?uC9#V6#p|6csHS-|N<+}E5UpGMg&jkfcC{n*^T>Ts(-(BrP_pPFYs zJUpWsQU}*r74|)^?0Z}>uY5UAMcl_*n?)Y8E4EyaUC1Hw{k+t4nb0fAH-5GWIK8-D z*soGB`E>T3f`hTI^gh;rD)+l>w;mqKnqT&6-UBv<P_xyWK!#r7*lO$=cKqzNyZ(3k z4?8v85fyOaSm@@pT0QK*=Fh(K9@IUk>jBmFUR?rA<$tb7nn^f;njcGlEn0Hy0&{;6 zsFGZ1a4c`$_s4pZybXE<oH*`kzDp@=_wG%$&wF?B&8g|8%N1G#oc13$>#*|Xs+HDt zt3-2tJkU;+bmCC_vf5O{z9;tV37fS#t{`(et@@vth}biHeE)9u5*=rd(AGAPCk3*E zB<w-a#CVL~iDO|}!^dU;rxlV3e-v5-ve?L#@?DYMFLy64?!5i?IYmrP9DkqP?ftPa zLP!4m?CEo+hzQBZWSEt|zxQ|T&CSI{MN_`kZ4HmBJbL@Iww+y^<-)>ee;>==i;H_# z|1dGpv$NCN{{NnH)}eP~fByXW>DZdc&2E;wiY@Qbn>Ic0)7H_cNqKR>IQ`rS|EpPF zZyKkcn`bF}dFAC6PT{O;te%q?8lG3W{)~P0_N_06CK!17`=38~_U~i)|0~w8JSecZ zlC^cymBaqOzXf{D{`*v+<$~>slhO8<m-|oO{Cwuh;PdIJqN3vIsp<cd@9mi|L4aY# z*IU{5;^GW1UR)iv_LY$I>*ud$PoK`t5WOu&(x##yAR(b)|Nn-6f6epny@`7u>~AA@ zduMS$z=Zkh^L<LbyfMGOX3ZLw2D`o0`jLAi7|zYNR^Ki$O*fj2Vd>JP`|JOHebFcT zx2E>?)?Dl2XJ;;53i^KO)t1`heRs02`=zFB`|zE;LG<)=<^#L(_fHkyo%r_`<KN%E zfBsq*yIYK5-|ZcR7Y_5Y&pONa?_cfjFF)^JTKev(&6Vx>4g3F}zP$Xjzx2IHvesoh z)o(Uln5O$TdP~RaTVLzFr`K&SOul`>qw>||$?B)APsPeBw!F*sz5VOt`SbVpWC}B= zsHoI@I;mcin2_*bOXg*p)lZ*3wY4tIN=R6+eY-isnwXtMuZ+(#IING`dnN1Zy}i}P z`y@B#+}tFn?9Oz6|MoUlcX#*WM<Q0O`u6tr_x1IESFc!+@o<srT&vPkr%!9^=v>L# zI@h|KjiJ82e)d_jk`ogqtNZ`jnqjD+`t-!Z!`<S#Rz*KPth>9L^`Y4Mz5DF8r_ZZ& zTYdG{@88S^Hl?19tN2&Rz`?^4vij=re);)!wZFDzU%yxNJNIY|Z~n<yrrGo6*+?>! zSjFDnmRnp@#3yI<<%zI=$=h3BUtC<wARsCE^7(Ud36UicI!+vSm(SYvwfNhc$e-Rd z2O1bpWy;C$9iMOi>&2a)pQr1^^Ko%iy}w(|_+aMB;O*~kY|Q-p?4-XvFN6HQpXZC7 zZcab{?$+MlkNfTaJ(>T%=HpRu#)P}ON*8JTD}Q(>@o+n{Lqx@obFsV2-rX`yIWZwr zJA9r^Wzf=~x3{<FKRq?o{@q<~4$G=9FWPve^VaQ~_GHNths`^KeS9wVN;7;oGTFb% z&sWms$DyO$&(F=T|MT&<{htTS3@<J&KECqInc$f-Ke3&eZN7fdqC>@E3>g*P_kKQ> zXI$Vr+f3bWp3R5P=f(A7t3DnT|84i>!mRv#6Vv}cwtoNS&erUsU83_&yKpT0eO)(- zVSi99F9+*fKXvv_1&+$f%1<j=j&_Ub#%(zf`~1yJW3$=5OM_~^Ty#G@U4Q+mRYm@r zZssgiRsF}v_)cj1VfQ|UhRZMC+*sJ0{&QpUakpNnr;(3NW^H9^=<oNRZI(N)?$=At z$?Da9wLhOu57iQ75D^!T-(AMb(8epj?qUW*!j~5prOk6T+{~FdbLQTvub<|uZq$8w zd3pbzN$Nf`1SBLl7__Epsi_^?Eak*un=s3)&Z^{v14m-d+dDfqm(@?1y?_7y-#_+P zZ<MS1@$lTnjpo{n3<oA1?H1RI@!+WZ`+a}^+dGx#`|VE&ss^rFp*eYant{Z!t1^G* zOqlTCXUN0n&FqU`+n*8&S<T)fut;O&+i%-g6kFs%e5LIh8ylVFD^o6izb|i5@L+0q zT;=Dp=FQE`pFe-TzCK=FQu61A!~CbO+U(!g+}!N!<g_k!_p)ml_v-)GRtDwey<6DK zzBTIY$>8M-3Q9_k?v~$YZIJ)|uJk+yL)Bb91|2!x#qaL!(*67A^Qu*=CMvt1V&0^= zbhdf!t1Bxf?>?vh^j_5WWqA?%|Fw$81+2dM=|jfauxRVOQa2_oSg_#2g$r}$%vrzh zSJtH`C(|}ZiX8p?{CxSF8-dF&pWIx%57c&KFnPOCp5e!r%l_6SFBllS#q{&!MW4QY ze0g2&?d$1hC%Nyq`tt7gd&~{K_v`QPt^WS;@$v6(FE0=FITIdV%gXSvu#lnP;i1;> z_}bEAJ(BYdpJ7nY(&Az$DlUHf_%ZvJ_w`RtP2KqTSm~P^f(&fSm-JNq`Iy*mD|U6= z-5(zxb8~asrtisp|L3JYL&1v+3unA|;b&+lZJxu>a6PWtSI+t2%7?l?9~|aqRIs+* zUA)|HudvW97nd{h?d2JI+!o)tG0V2P?EjM|{Puq~9CH$Mda>{7laI+}v%mlO@%Z=q z{qo}C&!0YB8np7(w%p&3y7j-kzaJmD_10v6yPa8IU$y`Gx_jE}-GAHVy}Z5UE5BS^ zzTAhgp>yTR^?N>b?ce{u>*;B3F0Ol3uXWE$9=HE^<i*9swY9b9=UbP*xS%-u>Z;2x zx8>dbc8FVl#@T1FyUS$l>ugk1o?N{imwk8F*5^Ija}Tv}YKN`y@bFl%V#SH`=lgqm z=i1lrTQqy(V+&9gJk}$*Iq&bUCr?rw1<uX2e*XOV^~KfYmEZiIpU)Q;P2GHxPu_0M z+^J7DCbS6b>KAN3d{AQXRTch48eWsOBp>hF`1qLSbLZ`cB(jAC3m+fry<Y#ndgp2Z z#g@A4u(dIk1rHqNJ!f@%U|aC1{>(+$?UkROO_?%9+B}cpz=BuKF&v65cV?BnIGBI! z<(V_{`DHS$uDW{KIPJ^J+u@dyiY;}Y4eDkc$=;l{*DQP5CK1pG&YK!%4#g`x26do8 z3+5jA76GTT44`I0fboGJj`*co?)isLJCP@9pIPzB&WU58_4_bTTY|%s5p0g{ia!VL zaC%-`yGYI}w(63axa=SIpmsh;3*$oLnG^eS&f4tT^8e@m-_Q9h>#NS)Dt>lm?IZP) zEt^;rTLiMUv@Ac?l6mmT^7`@}RZmZy{S<xFKO#Ss(}_dzN`_nSpXk*W8}2Ut1GTd; z`iTFvcf6;RKtn&_yIucGNv~U~18QRB&Ch*Y{884bM1ilp+0bpZr<_aR6qU^5eX_~N zdxOt`hIa0rS~XRholoY(=RFD>d)WIPv!veL6|;Vat1_ozi$D;^w`Hf4_-AMn*J`@3 zqVYP1V#|fMo^ws_PMjMY;kfJk4Eua1c4mefdigcwYTLkpy)Z{&Z^q+e^RM}7{oa2) zJcg0s_Cd?X=`!!zL4mk}Q?<v>jIp8e#Dy|-^S@L03tp@?P3`~t@aylbpM4kgJnsO- z-v!%czuLIfCJUb8I&~my+Wh(T8E)5qYu3G46q2+(TIE&38ON34=d&#yEe@0p(Mk<% z5peq6_NmCaL2ki<H8MVF!Wq7eje+`W|NM;Wm!G)FX!qKnDRUTPj!RydCDwF6Fm3sy z=?j<^OyzSAoXRS3xp0o>>cHX~b2|i_zE80A4om+!_sXwJr~b>nGs%imXt*ETfAC59 zzCGfP+YQ4W7EH6AtCZZMd`~L2q47DVyTt<uWf?_=CXOsQ1`GSS*ZkRe4m_KZcOz%g z5st<8w6+E=KDN)YMIfuJaH8b;Z~wB*T5LZ(Z}o3yZrJvm-P^vV{F|+aeORE*W^0)q zM)#7e(1wH24>;HvSe_^(@^C0J9AJ2&q-LMSz;cD@eZGMJL+3`X-H*Mdwi+x`IugG4 zBG;a3T@J;Tcgs#({2%ej@hh+R6Q$hWhX1$koB8;-XXebiiBnY`bcE^tn7QYQ4I@Ke z$aAg(XYaE}FmpM~kg;iDWM=DOOl4r`G2FS#aqYELp)G>yQ@L{amS5Fk_#Cv-M~c^f zLm(*cte1S$&N$`v+o^u)1vdHu@%ph1UC$XLR_2`!S>89t{FBZ*_M&?pQ-Tid3}R=H zSj;0)eD+X-;V}sVrX${q(-tK5M9xhLbQR@ap!i_%)dvl%Edp6?<@$9xiz3p>1DIso zd#rM2^dGeKaOjiX>Fa#(>PEJrCkB>&F;}02Ff#QBc5ZqVp)}>>K^C7R5f0{X>kh_% zS5=2TH;Jn=7<69BHVa&{CA0F8>IaJiM#Yv{=iW%9cCN{Md|dG&SNmZ%&4&)_L)o`~ z5VJUUb;3$N*;A|d-!e4FIPt95y-+!vb;7FPj+1NUkGULU;7E3u`MRxYilNs3NzLt{ z+nX6QCQm;mA>h?HD}1GeC~KI~#Xpy{8V#BcNL~e7^=^_{&wQuut8NN6R`7>$DwzAm z^iG|<P>H=YTWH5DP4nziorfDvEj-Nd<gg8k%CU-_b55O3++wwQg>|3AVul{Z#XS>W ziA~xg@v4fUX9WvyYJg*;=hVql!;fzHAo!srtVJLz$ydUD(cy#HTUkZJ`k3|C9*bW5 z=t*I=+}zA{4U7p4Q;d|#_b~=MdzHrQHpANZNf}RSPvc}GC42RjAhx0?!vzcujg8v9 zGgkj)?lC&nAei8jC&HMlkk6BPMaxP?Ntq$6JDB6Z8%K_XYUQhcXvXk9Sgw;J!*?Kj z`DLy-UFl_=V&Ng33{wo{=lUssD9V>$II%yLk@<ke;+{Y+&B@ZbGK;4$8EBQSVodD` zN}KF*ijzk|z=?z1fkQDQj*mG(VW(J}tl3rWa{JP*MMoblaIiR(S=qb3jh*39iRm0U zkE5>ULRPKJ2k!X)GtRo>@-(GIU{`mZpnbS`4eQ$YuxVzq+SIE=1K93m9gKd;dSK3! zsW;yI6zgs_T)W^~(CVjZf(!=7G#HlpOgf@}{(_iPT99!g^D&9kB|#}q%QQ+IcFJnW zBuwtu?)6D1LOWmVa?|IF49B_OZEnhwd%03>vacjF(-fob%ZcS)EFE3qJz34wZ_BS4 z`}f?~{hOU(#?NQ-<K|dOGn_i@wY!{yv0?lD|F@rHUKaiOp5wchW#8qj(tpnm+}QEX ze~I7Qi616xdNudk-(6SN?=#?J_$IqsAb~H)&y8bYlvJO5beh|?3sI4`GF%=w92TC< zQsm6eP|^3}_0~EoUFH=f7Ts$@%ebZp?)6$4x|*TE=-GrDFNNGBJ$O{OrU-U2E>&O* z;F@CC$(ZW1$f5D=dG-^_3UwcRG~-*`_Siy><G2L#&Yg!F4AZ6`(Q2O@=+^KeG)sT& zwPfYl*ACU!+SENVuG3|jB0NiI>6N6FyNX^On(8gS?|0eNp8Nj`e`V)0H^g)Q7Z&ek zbXbvoVdvq80jsZ`y0m+dWO%PYmKZO;#kSjT%TjOZA7tQAv{|_?uaTW8Az-!B-n~jb zaSz>O{g*5{)%E97ms0mt&&)Y9w-_~fI&-+M(umO5%y^MQ;0bG@+oheXM}BN9P-Z+7 zDG}neL0$fyrH|fpE7#5-FIBchE~j&@9XfSNdTMA{dy0^W?v^V1wSLjH*WTU@42}G_ zzW=$FHzUJ>J!`%kwm;|f?w+06oi72`&ED^`T)bzE2t(1jxIV6H?yRr*<!`VvoVNS# zAF`n?p(*>tqYlTti<`d6|9NP7-nH`6*X+VaNgv-ir$5(?kh)_e!tn3@|G$<0`>h!l z?0Dh!oMZnv!MfMib=Vtp@7HRt&$zwpYqFeg7pHmdy$`$$Z|?2;d2(X&E;qK4z7Nu$ zGcK)@H`^&57a3^x{qJ@*wIfHie0q6t<I^XF{Zpq;t^2b4{%K!%h8MS&`i5-ycQ$+( zql0JR#p=!Ro^P({S)IADyZH6><^CskRz<E0tG+7#@8Q-J3AH{uR_<64u+F&t-kcQ) zwNA^!{FVpnIda%~Nag*_Fj>c)dS7jxGL!$DtLgWyv@<_ieep-emMIst+9Ogns{ZI+ z<PzGlJ4RFIL{PBXuAg51t`?Sl3Nnlg%UNU$0)_fTCQh9m${Lndy21ZEXZ?$mVk0gd z3xz7jw`&8hTlB8T+;!{KWi6#mFWeqpkJp)H@>Ny-zEt~#H)gk60-MjL%=_>)d!mKH z(~4sgMdNj>>b{(K_5OQH+tw^esd=-DpPpE_<sD~jzswzehH(A(Gv{~befVTm{!4{H z<%{p9m|0D3t9dzjxjA{WuP%H0zRiY(L3>}s74^b~O>tWz^=;SI$7WA}tp&K4Q5*e( z`9NF#zPj39A`Bg`?|HAi_Gi!k<IjWK>vv`ReBkbG_2!$pyuW4fD+`8}Ej+>5ChT>$ za#ya(lDxGl)aA+3?wbq(!qVy-P8F{?Rv-QJ<b>nR=jS<^F6{E%y*gYk@5i&(TlVh0 zp6~yepJUD5S9%|9x93L12gPj3JKLps{wzbo+WTvn8xj{ETlFe)HE7&`cYEEIg$oy+ z+7#as+V8RY?w^(IVX7?Bd!uIi2->+dN3AG{(n(tCy2+|R(C<O0R$M^wo-Xl_ISYbT zn%JKC^IA4XYO3#|snbtseS30aujRq`)t@hCt=9h<X8kj3x(TOz{QmU#s;e(c&dvTk zFX>X-*7*4+Z59Ttyq4?zJLl!At<iN#Epx2qZOpw~#qi>)IVVG(j1P0e7w62ldu|LC zMFsW87BWv#5p<HOv{+s|z2fKYe|KgEpURY*#Kz-iUHEf(&zpsZ-Tpq-uV-pd4_dzN z&W_io^SAZPHDG11`}vw(A^-Er#|$5iS<An*t0}v^@A2$!OQdUS)cj}LeeShC+5PMN z^!sc6)t&cVzi(^e+v_)<pJzDmKYB;a<$22S>+c^dj7fC7C*EyWyk6WU%(mu=MWxA+ zTkH3;G<b_|IycXblVR~OzYlBr1*#HEWb6edPg<n&OEu>CqY1CNpPNWM<Tze@FKg@m zgWM)@ixzAQbf39()s3u`MK>e`oGf;$+}#kxy;?^h>i2KYunRXW|DM#cE$pq^t?pCz zEwwn|!ZY6cb8M!)i>$MGY`|bK_uP_qfq@5q)qTu;nrm14NrK_atIPZhMtt%oc2@nY z$~*U?^L&9!`I85AmJ@E3zj^Zd`k~@X-UU;bcIaJ=ny-0&ztVOCFYoU4&z~_I=+YNE zIX8LrG+oAqH=onrnBCs^#hGEjwTyXnd2Keyv$q9S?S1&H$!3nlG(HBax&Iz2_A@&8 z<ixn7h%n5tiA%QM5x(|X#=JRSbdDE3KR3r}USY-Q^7~8<?Jv&BT9<x=gvOnpYy$ta z-u&>4yph4=&eC^dl|M79!aDEQCUT4qD%~u$M#-lXe9+qJDx#e;b*b3wK4G6MQ~eb# zQ?1Tj-?^%R*{Nvml~T1=dmWcw-*5Ap|NWkipYGdN9p4;tkG*Pd;-M+eZBIY0R$*{h zZ|BJn5Eiwm=%x^Zhm^&S<+j#+GCrTbnK3z>xBF|8o_S#77w1n4r)&$9oqE}Zg=N>V zRXc-s$A4PTH#h07sE8Eb=J+FfvluwCMK9`CUYIvGdjHQ~-NNqu3<n-R-te;d0`u#z zkIegDJ>XY7P~3ZV&aVBJI24%}xehQh2r%sRS{l6afalgjXPud<7#$QC64Y%PCL3OR zvHnE-1;dJJH+##UpZ}k;ue3S5*<f4t_R!PQB6LEV<*WA;Pp@EDFy-ByZ7XY!pJNaZ zk`j};XZ8Hl(x=}4R|l=!b>!=dd#lfP{nrgyc{M=Rk9WiEoTIMheE;{n|8Mteam*)| zS660*W)-|&ePF?Z0}m$rd42tg)YmoJ?I)c6yzZ%-ul<UPS-X#XkJy>hc{neASHZrT zif5mWzG*n1u=n1At1q9bM(B$DbbPM&arHFajZwO{x7U3CFyXkL?D-utYWWzfjvhNL zn$orX<;j!h-`(6<`gfM7nD<l#j>GP~pXYQ5R86?E==0lfC6)z+$A7Ore(Y-KRONN` zrO7=TizYI<H>fv8o!_@CI{jYkfzN-|Y_|^(;gdJr7yCPdp`z%?;o$i)mYHuB|9y08 z-;Xah7QHHr|MZ}#>(i#bxw|q-cjejs_L!8iIf_%!R_Irip4Y-9J6068#0Py}5vgxG zw_I18A??q<{@TfGTCcA@-n#uBdxLEBe)(Av{~ujWcISCzyCD4dR_*DG2R;Nowmx!% z>A;=uY2V*pO#I*+%VvLN>7Fej47axQPD-yYdU7~f&i7a1<+g{5kGXGq&A?zhulCc$ zC+{A+^DLRdHltb1E_m_Q<r7Q_JTfY>yO(k?2(d5O^1)m?TcJfx#8=w>lPX)*YJJZ; zSs@C%XB{+`PAb{pG-37Di=LlsU%k_8ZsVI=ef7>3tGk~{?U(q~Uc7&QPyPFIm(}}O z*;xH&+iC0U*&4Gje7?(1$L;fK85UIQhd<fU|89+hOSrV6%ks<ZZQJFna;|LJ8vS%~ zoz%;ZhW>w_cbnQ)e?Pr{-tWij<WG5fvn{c)s(WM%%Cyt!cjun^yuM{?m&S?xaWN%} z!|$u?J;=ZyIPq=V?7#CYHFj)J_#g3Wp|m+yN!8y^rS>+KFK>!5KI^{uoQLiG!~N3x zKkbg?oj>JN;ha5s3>7l$vI<`ul=<45Pm1qc_{sdIFKle1uHR<iob`gAyiY4PMQ^$A zS+q>+<aIfQ1ucvWiw`hpFf3lDEqkI_MCI6$SJvMH+}`qij9B^QV(Qx7O?GY{p9Zk& zuV_%7a<KOjSMP#p=0994f1eJWJ6VX~NA!}lYXcuxF0|U1Wx6VF+tDohhE1osS_<O7 z2bX+*`z!Hs@yf-ufB$?>OL^G2g5&P>roAs=-TkZO)@zRy-qG#<Yr?$fjcM{Hj=VsT zMgcX!Q!_5VR1u1B&CK4oVVlR}DGVImA4}a{c*d@suV#Osxo+=bcRsyXi~k4ws~Hk5 zZPrivrcg3HRmM)>>c+_jA1s}7!Q|b}A0N-iF)<uy2wE^9z5T5@$5RzH1+RjgQ=VA; z3>Mq!JL&bMI5#WHh)0#86Z<U^@7>8SS|4|BOI`2u?S*ezG%qjPziv*CK$h3bcD|h3 zn+*ScIQUU``JK5eyPiLC?>s49)x3FX!KRqkOB9UUBtMw7yKpeDD%fd#+Yu=xb%4e3 z!H0cIzpr(7@2f0%B9W@;^kUr$fxDWIPaHgS=+FB7F-7G<FXVn~+UKg>%9!f1Xx;06 zuSv)KxrAn?Y^%F;?pKCF;K~r0<EB-6wl247cUNe+kl%6d!Pg^4G#MEii<m+~L$$K+ zWS*6`H-EgSk9#tc!GyzV7gg51ONzaJcH_p`wYA~i;`)K-7J7%p9Tx6;Jmu!&QzAWL zEdp60u1t}$EE;Fo*S%7g|COi^D4=@CL6sw`H*EFQ%+g;c6R*q;5O_JSW?G!r3;i7z z{FGNKwp_^XOJ`b}@rY&D?~lRm+{+a|c`$b}Ep2&RG4FXroB)gcTm#jZcde7f(k~jV zcHXxm^6#qP=V`wZ_^!S_eg0qAgz2kw_Ub-ORpoxZce&2q*rVoL)BfzY*Y<ut$2)TQ z^_q<ikyYz&?W#N4shrt$NcR4E%c_F)i#}YB*jw`NDR=rp&S^dGe7jhJ{Pq>U`*xu@ zs(Dp@qXC-|YbWE=JBgkaeySX`XI0i7sQkdDEB3Hkr$RGIrKMob?=riymOpg$zkA(! zr)&OceWA_!+e!+GnFSsZF3&bPi=UrgS5mTSQ`z6V<Z0H6-1oQd?Nv+7Y~EJC{nUM# zJ6o53sw#<^yYGF2yGZMbmo7(3u7<`lzdZNrtM|J1&P{c*XPMQ#J8<2ed4fg<kIMB! ztC)K@nhdtiE!h>Zrr^N57^&y%{9B)JDlX~!T=!1v;>$Z<&WguY*?f8NBE&26-d64H z+da2uo&Os(<<c)UuCf;)k5A?7Z;M*n`R-P5<gFBm<erVc;;uI@+1KwL@p{{-Mb=Bs zshWS#{57@CI{)e3V?m)iADvchZT-o}*y!&wXVILR=O(#-Ob+SJcII*6bYa_)Hcjx* z$0PpBXI%>W^Sn@<LC4N@ac#%`>C+yc(3k&Tras&2X{xH(>ZRV__kFTm8|_}k&~WLI zH2b$4QP=0w=l}Ixe7S$FjqUF@C!OuzuF%lF_>woa>f39X`3ww4&AG1W{?DKOuJ-(V zySz`Cg|^=(J=d9+y|TE>Kl=Lm3opN@y0(_>_Fa9Mzb0kN!P^`R^Xsjad-v~)O!w>X zdoCQDE@!*rd&sf#eC>NvSD!fIc(}BRnW5(A&HHTj|E5^3SgPXLUU#cb@AHZmBFc*v z$xD4$QFHV1pX~7OZ*PSZEp8BRc~{HEp>_3W@yzL)&(E`%bWLkhZPF=@?`cz}PhAu9 z=X`p6_4&Q8-fUKvEsG8~9rm}qFQ{gx$o&)d_m;+<>}BeEeA~s<-sFQ}+=|D_RbL+5 z>zV(($VPnr1fBgK*1isZ!5eq9^`~g6s&l>h#w|bG-p(yHdi?x!Wcn7Xzr9Vbr(9Zc zP}%8_62pPS?Qd`GF?(LLZTj|=x$Wn=N*(_iU)x!{FXF>>#eVx#K0e!OqvYe?S0A_k z+%>;G;n_y#>6_2<$eLc<duG$6M_0X{+kZY~-7+C|_VqZM`l?es_6!HUy$@q$+4knr z;`~U@i}P|{bAK)>ty(|tuiP|qpL;^RVc`>|3*Y|xZ0Y|s(@yoSp0=&C>)pNd1AXtW zZ{gs0b8B;a?d;s`k>$B@v#Xyr{i)JVn=3c>*P`mcO>Z`<UoOipypbzwRbDKvHSNv4 zp1zHDv){949BE&2?)r<LVc&dwZf<}4+f)DSG<)@%>Hc!}_GjO@tiRiw^KN0+n~V1+ zKD_?zi@yDjw(3W7HEpwF4A%7Rf4lqTw1>>=&Y62Hnf0GD$${fx<-Yt5wYRe>4E)zj zII&3h+x2P=t<bLm7U9e8oXp7NS$y*PgWNkCGkuSryL;x~!cSKh)c*M+Jc+IP+me-6 zXH60G|FMlj<IL&U|6d;+co0xrpuuosjTl?bALI1~$Nc2&W8$Aj*KV%fHKVlZ&6Af_ zd#_L2a`*QBc-y2suZyy-uZ#P2x8=FzJp1{TZ&H3W9zSOHHr3?qoiAtKt-a4zyXV-{ zYkcqiE;P_DFL~9iwKeT{`D*^Rw=XXLf8kWuCtmI8DtuDcwk3-%KO7eqmBYt(cIT9< zGwP-`y|!GeX2Z{LzwYb&HJ6VsPTHlV_2reh#)?$!)l0KJ-_rL_k$G{;xiZ;y_t~hp zs5!qL%~o|~mEIS3M@d0LWsNCAjLme*tVi5&_uP)nSh{J^xw*w(Fa10|ze>+Q<;|m? zmv@`3ug$up!*FAJvGCHMSKRqgx>KdY^a|tm-VUA%N=;F1+jo|IU1VwTCF-2&;{N+v zS5N=*hk1ScUJ)6whdUi6_s@@7ta;|NDSLa|`JGFGR(p4G)kM!&AG`O)(&~7xm&@|^ z_2k@tdGX?8u6410^S%a6?vHl}@MhRi^zlxI`Z7BivuTFYs-H43giM>B8?kdqagEdS zyuG&Jj9+uU`CIQ}Z@40UZ_7;`>2STk>@8h8PkD8h*KGea@#0FwL_zmUWp_1ptXsig zYX11ZytP}uAJ(;3;oakQe*32r|6;@S=jLBsX3H?=w9T!3*Vx(aI?lUk{Le3ypJ7UR ze(c^^Un<hQ&ely>mVYCx{<F5wf{l$1j4GTiTvICBrrKCP>{uYQtn6CFXNE;32G{q! zU*$V#$**6k@Aw>-N|`>aoa?v0{P(e?pP$$4|5ZQrY3eC2hD5=)fBu|p5hyOmn7v}g zo;%t_mWoTV`|Cb6OBr7Yx&LO~qD8x3eTieZu(bMqcDP=I?m9=E*j?WrvNj47>3xoP z{;swrnq@`Et9^gvcUI_Kez>7pPx14Og>jzEU)l1fdfk1zu<>TPAA`fSnU4?ZMsIyD za{lw4u;uGzt9d)#-gDpgC^%#Fw$`85MS}nSVUBLw{;=}i>DxCf?H*R0Q*~u!Na*?c z#=PTsWqonM?-@JRTt5Ef(+a=BPq~SlieKN(d2r!cqhcb1z&*89YnFJ_ZG3Lr|Fz;p z;?$_zFCV*CE}y^QoaE~}mIo8pu8-Zz!Ek+jT$jJcBw?lRr&_0(K4xcda#CLRG-lN* z9rlJ3-{uyrkI~WAExYmdU!!8{&+9s&qIZAuJ*c#^SW|ktZ{u^LSbbvy6`#B#C*=Dt zO_F{crt{{S^~$nu4z{!B);@FTZ)aO|B`bfizt8o!Q<V&Qb8IEAEsM=q?a}x6k?^F@ zS61(KJ=!T*`mQ~?&O@rAcV2$#Z@<FlezL3#v#%C?ee|>JV#V)+%NCuOXI*(KGt6yT zVZkebrw^Z`W&XXA_gTX`=DI`b6r;|LPm;@~c!fMtVRB%6V!c?<$)fM`<<-keivE30 z5M_ugx^n5<bbg~ONdqRCm7A6OcIGo(4B=JIU)+C(F*Gu8U-oD7-P_j4ntjW3oxA6b zHhcZ8xTp{ghO*sfPv8D}FJp_<&g<(Ezn*>P8UB}1C`4<kTXblo;_`|2PDkr)4+*W1 zu6=Sm&Q17uVW{ZSS7MAsorm)_-(GXud|k<V=Rgt01*`U)saU-_@4EZqt0(zcrY39- zyE=y>bn4UJ<+<nfmrV`wEa|e-{Ua*M;IK4kx3tDRwflEgi$6Ke*8JMl@vrsqy=C*B zb1M3^&kfY-@>_hebZ+Eg|GVo~f9p9AG1q!|YQ^j=ccWKnot9jjYkf@a*7n7F)*N}b z;WvBRj_GRLoc%kdl-@dhTSQ1qP)M%u-IYK`fhOl@K_{K5qHOw$cc)*v{Uo?%u|wUO z?-er{CY1hanZA8vZu_qHyb;x#pI(3cbJ_hhv1?atx|31zR$$)q*MBm0nm^tK&6b;L zeeQg6mA97pw#Hb!$vIkjPtQBg7w4=dS8np$#QxyQJf6oh`rEJlk}>uEbBAf_l0RI_ zgQv_{wE4=TQ*x_g_k=xT@MBT%)AID2t^b&%@ww%p&o%c8VsD8aKN#cQ+Nx(2WVw?2 zG3&hN752>wg1N8OOZbYK@qYMZR@U?O-{o)b7ldV}z5exd@8q^E-S3<@Zti?3ecm&# zG$noOu`_XTQ9AY;B6Z7VUk#XRl~>hV?pnF>&yG!ddV;j%<tME)joRvFU2=uR{=Y-H zB7;QFvN_$6^HdoEo_ikNA9CxRuGHGRKU2b4roK9J^2_Dpe45z|7IXP_pVg}07&c{k zRbA*#)3oO&Orqv0tk4OaS|lIx_<Yfd{O2=jqCYehDE)Qth-isgYbdeDxL=lwFE{r0 zS{}}BkK22Xp1v(2bIVF)%h&$f*SMQjrB+BYT&S)L51qEV|5f;usn@=5y}h>l)7LrP z(bsBCpM2!Bc`x@ZQvc`Iuqo5Gad0p-SlxcgroTA7efHHwf8v{#|M~_hB719k+47SE zPJifrZhU_3sTG^ow!NG3Lyoh>AvmVUB<<U?+|pW$+50}P75mOUp~7zEF^S18FPq=G zzR%UKORxU<=<w7}C$=|-=ji9^RKB|{eZD66!?kHb)=RIiS`+Sd>htMUIc0(kv!&L5 z7h_PVGP(Zm)v`&F(s_Hf=>7L;{QIu_$keG~^1m|OKlU<Re5s?YdCI2Bz(7TWp`^;$ zHL`P$ZI5C5-FM;w9vqtb+B>I|M(q?~SYg?{-0j@F(qAr#aqCn(*}vuFO5StJ`&E&3 z-SFF!iCZo`lJ;v?&OJY^qfGXyX?0Z6u5W)bkAMF(JtWn2XU#wN-F+Lc7wgZrovG+K z>1>wfj(N-sQF|9|`O)@#&-R0Pn}7ZI#jQ2<@<WT-HyetK7#IYc>hAq+R`GOgtxWe{ zw*BpjKmGN}<$ck&`!=dyy3BCkWyu`7xbI%CL!O^wY?$^i*H6Zio3o#xLEvX$M0Wqr zn3_L-SRE~@UuA%zb@A2LdpDh*H-%r2m8I>)mpJ!JWuB8tY@Zihn<*UlwZux$iH%qO z{Kr4rzG`RH`@OodtaiDx{ab;#=ejms3U;p#^JB{p7A^kz=;x<RLJSt=uU70nzs(L> z{{5G_ef&tO%#V#L4EFo}mUwDX;(oN$f5+pSmm8`#eq~mOPn*KTy5N)O`q=Ax**Y0h zTa4Cvtqpx`(YLuXY2R5l*FfhJ!E;Ui+o{}t6Z!6xa*_Pq*kxhar%rqAi{HCt)hege zSKGJd-A+Fcz`&7x_g%`b^YiO}O>|p5`@@~ro|?+r*8abB`u2+NpZNL<?&^j(8g}oV zBXDWPP3vQ2w|Cbj2PW>bv?zJ7xHRUhvDUKeRM(rwrh3oub3gsT?4+|?c*u*J`4=Ys z-MugNU;ON=Ngs^d%HLjG<y+l6z3|43<=@}m`tq1xIwY&~yB+hHg9~MocmLn;@b%IE ze>Q}sw71KzPLA!pxcdHrxwEgQ&9z;4@kLbI_LF-jtzE;o;Nq(uwfp*Ff2Ka(`L34j zgu8-`Y0>i?Utijne4myd{{MZv)LOkox$fm%cY@|xvokmyQaYC|H`!cAWzE-%&DGiY zOLQ!B7CpEXnm@V!&yFQ43=|Al7%cj#pOg#N-`V!>v$On5-nf&^?x&7Fd3~fX=F|uE zZ8f{!wDZREOWDO)?wr=nX16Q*^sWE8GhRQ<%@V(>`g~H6`s|u$m1R9QwmjpWd+$L$ z-@3cGD*~R^Wt?eWGI71(qS!C<a$hUoa$Ox#!QaR3b@^W2I^P0rd*=AW#X_kp4U7g% z3=W#iKg)`FGz>hMPDv;`XbNjib$Pj*d+O4#>X~N`7TPGzInod)AStYw%yUIc@79^j zkf`%~y;|*y7p;1AB6Ri>7X7KO&$-==lKivxirn)>Vb}LtE>8d5ZR4?h_U&DDt{xe$ zt@=IgUlO1H_v^&_OMlI7o+^By`RR*=^SM43vGYnVpHt8u`ECAwb$&U?sOz2XFXGDb z@8tRM&5usxS>w0zOj>sCvx;-xXSqcj7CAI}O`7BHAgSD<t+zht%hK0Zv(_r`m`UdH zrBA(ka7D@k)@BD4u9gkAY~Qc23-exjHfiPO2IDG*DPs30sBCm~2=EMicv3lY?{EIl zYdemo%(vxa(2aK0QeW^pM)<h@+4q0gj814-X}?`GxoN>8UpD<tL(e23hNV3PK1nhU z8yG#N6go&GAGj*0{>jj%IqX7qDMLbO*H1I{h&5G?sh6@sv>Kn^VgEckQQ}ao;{U31 z<*V)bUr&vA{!;%1<AZ`5+t<b?ZjLgM$~~@k_qNO3%j_Z7bmJpx7C(4+{Mdv43i39- zGWKV_E<VT4$GpK}uGn%7qX(7uyqBjkOlfq9oH*6%YWXx_RV_x3DS>Q4$x|2;*HoQo zDZ2SH?34t<<m#Um_H*OT3eVPv-F|C9P|?!~Q4czQTUne^wJ~7p-!WJ3@_`2z(&H-K zBfI1jo-LR*@3`RmLgo22VUeH_LmB%Ag>T~Xej6k(m<4X>3Q6)2sAvv5Ez!|qsO8VX zup>gPlV^_5R?jsz9Onvg95Auz;L%_<J$_4im3Z{pE64goExU7ljy7-an(Vx^n0wK) z&aektn;hfbm#*#&^<ta4+qUKZO3-593tK)qO9n7JvI-Pgv*^WwkR*i<d#1ZBV3=YQ zb^XH@IY+Hd#?*iSRXM$aRSh%0)+`s(>NI4Sps_pfSwVPNP}#naQ!A%vG<yi&KNueH z@tw!YiMmma7r3+-HgsMp?d}ac`QX*`$CcMPS8X+8Rcr|m&baj>@xY2BI*T%jyBJ)S z3Y9c*H3Tv&Fx~g!_3uZ|EiZ5$(QMi^&&_L}>#hK`o2t*2KUA)*kmqGoDAhYP8RP}I zhC62zr=D7J(L*Vf=eVXqOTgspLq8@;=x(}owP}{1-};L}OlLOhuiLgusYBi6xG<xG zu7>hKtwT$T(pzP($ZRoO$y5?knq^XBvHV!b+5_1vwhSA)ADOPc8WkCu`qk)#$qWY$ z#Vbo@8Pu_CJ@%@^%ja;h+~F&)PR-c0<5i(d2CIO@A;A?wno}iM7xaimWXyD4!qc>O zM}oei!dKm`69bQ!G${xeMkG&A$zf20xXn<yWRc7HSpBV@lLFWCe)}jCV|c}ZMN|Ew zLkW|5ARCWYj?W|wW~D%_z-LR<Cb_t9UDtNi_5Y&fw|>{$GYKI~S;mDX7Z#Yl^wBcy zFW=$Bv2fY7mXFK~Oy{?nR53bCy<2FueS&z4g1mlyuh+Yd)&1#h1u_>uDF|KQIO2ZT zvxk|Xv&ib$>Pk6=Ia6+`1SL-Q$_ZN9{Nv@%sJ$g$g;aM>vy5J`(?P%4O_zhIzgMnB zV3+kQv${JxQl(4WbOWOT!lr6_Rn4_Jks)9aw0q~{pjaP{jEV=AO8mAfVxx}=in?#v z6Ogu?A>e6(TCbAR6S-}(_ZCd?>bcd^!uoQnT~)J}ZpAk~r51r*-0y<^oT%vI{$|GD zF!gYy<^G6AJH+l)Ee;FT4rW-jxk-7!L(6%F^ER;QzdV1%hT*_j!Rw`hE1h+%{$5qN zu;O~QX;VY`Uxk){&pTFse4G}rnkP$m>6#Nsdjq0Y2Ce?n%XUwhQzP|LrF~E10b!@c z#@AOuerny|aY*9fNaWF2Dx{n>?=eU4&Rd42ZZZLGD^tEJ=>#nQc2)XnmgxD%7iC)n zvizJ13pYL&T`wxWcbbZ)<?*?P3snwy%QGaDcCa2zH9O@KSG6~aS5BR^kmZVuAm`*K z4;a<b`BM)#*fkxg=;Kg`KOA*)ir~u09_JWD#WOCw-kLR)tN)!s%Z1p`sHj(!YqNhA zT`&LGb)EOp%GR(f<>WOdl5|&W@sN3+ec`hVBf~KUi(|nGHi;rCd=d;xd(;DLj~w`V zdh`E2BQ;MxW{*TGU+(7qDBXl&cEy%=n!LyRb5F0XWmc<MrjsYtB2eFa?><A>@)_}= zk(z<MZmUE8Z<6-0RGsL-XD=$Aa;5sE$&EXX91E+14}V-N`|0CBW%oXf?%6ZkR9k*a zNG7X>-R|uwvKDCe^OusD<EB|0w0v4;VpM6v^!~7B_i_QJ7xS(a{4r5?>X;w*eED@t zms#PFk$OP_A+Ms!Z<l&0O`c=N#QEvk%n~)nqYph7b10U)-(CLrxUX)(LpwJHjjgx1 zbV5T#u4L&ZpLtf2F;irXC{wL(Q8D}Pn*vTR>I&tL^v~}1d%gIwmFlec$fKDSo5S8N zz4pMg2qar#f3)A{Xz@a|e9#8Qg}=GBNt3j6QQ*&?KQ{S09#pPo4HTLErHz|Iu|=-J z&d$!}Ja^NAJ<ppqDS;LkevvA@%Dgus<nM)A{lJ<o|Bsq>N0<ND@^JaStF5IOA%C{; z@P>*hwg@=!u3EDyNUZX}IrA0)C*O>Bo1GsoQeIruQ}y?@_By58A6-{^N`SXpT$p#k zeEYI=`FOiU4-QYaw`OOUu>YC=`zQSe!Rstr($4vrWjo%^yR&3p<m_)xcYB>aXZGp_ zKWNWrwVj03gY^t80vocKtfw;;@Y(->tp#Xd>HGJ*{`~&#kIe#3D>(nwK0nuPbM7}I z!-Z{9-yVvW>(}YY-pyOB@l7Ma^!W3W{rO5QTk11<76~Y}T=@HRGwaJh{qG!&o3wxP zJ=rEVO@whNd%eZW+pqPG`X5{>EcN{50RiTRA?uXRZOuBS!o<*$-Xo;Iz$1}*K<o6X zb@Toht_e>1Y6RM;QoqRfpMizdalU0A-Z|f&W6s0y=I8y|FMmFlYu0g{&+E@PdSuh( z11mY!vuQCktY$pI>EN0m!jX7|vq!Lx-S0xSPo;PrPwz|jj!lW61)Oz;)eoQ9-+5ER z%)lY@?fhD0yS>uN_qp`vn@DP{SS-Tf&XG8Yw}CMrL8M`))qM-O8An#~w1gXLF%?{i z6A@W+-g0aBP7Ba#$NkH4{|0!j(Kw}RvD;Yb&g@(H0)DIqI0_sr5=1x*PWo}M`>;G{ z{NS^N@nORUhMo^nd!x?m{xP}SVMfu;{cOy8H67M|4w|M6T5dJVpiXaDe({uelZw~Q zPFJo><nGy}CUD3_TcA&%u^>y$l0ky;P=jH*s9*`hfjOZrsSElZZRqGYwYs{&kb&V4 zqhe22ONGg;CxSfY-ZAd|F{<k%pT4uM6gq9694P4&eU$eZYw1_e65e;KmUYcPbXtAq zs^o=@J(la3RIjpEGgvT6s5bGfU}*_R7hV1-X;QBjpWjnfEoMa<hC~;JL&5@;)!RCg z52!r2+9J%rA)M=S!Qi4Bi>&ZkhYG)?%l)_om>fFpteYe#$8p?6`=P0W#q|YjTEBi( zTXL2^y|Jw$uRk<j--%=4?o}%vJ$L(NC;zbOplJ7>UVn?mKy^i%0w&?L3@j3=P1CG& z9lAJ{Gie!VD9z!LNDWbHYGX)rnE6CuPE_7IgOhA?xMr}lurn|?aWMKNBr!f@Ii|8; zQO%1Ej;Lo_1RPJRs6VVwkTGCuVOZSb*`m!lDLkM8y!mRD_v9n}OV=3aTRY3&y(f^t z;FmCIvcNpUi662Ocp7$Aoms&$hr#FHNr}l%CMY;GJZ|)2P>^RY(w*+bBf-cd6TX*) z%Ry4$=L8{Uw~DFRZVbmX6j?eBte9M|Cx)ekS;3(rGQ2G1@O^7F-%GQZVotkrD3)wD z@%)qWKK`1v<-D7pSA4cg)Ot{<cGF^NqbJ{?)sm$~C(o^zEL_s#bwDD(t3o$fh(X!q zo(hwU!AZs`Ob<ENCr+AMz%=<yk?-|nNB%1ZB}!!<GqO!lZkZm=BID0-oT0&^C|*8U zN&Usj3{{t<=7z-qr{DaIFO&N<>-aWMijsc!=fLY#lWJtAD~F~TpL{5F?3jjNiO&|n zxU(+O23{78!IBINGgxH8ZJ+TzS$M-|ld+c3NyiR`9-+9yD$)-tj;U0>kujJU$iCPw zL5RV<<G{)<Ex-T2y<0hF%F($N|IROeWx1<**Yf9WjA=Ur16bSz47-#LYQ#yHUi@L4 zbs^)-tm)FlnO7=QcE6rDqj%S<ET0(GEAm|H1h0hN6b(pmX>}BMVwch;nYOI@S4H2d zUp4<L+Lpa-Y}8<uc>R~(Kiu~3m&;!b&M$vmv5M!37z0~xz9X|NBctcj<qV8FTYDx8 zEnrb#4|uTE<wsx1?{}IXOnfhIaen%sU0(loVo~RbP8H)r3u+ix9qV~CAB0`_=H?}! z`9#sBc?tg+hcu(j95Y<K6t)XmvgoEcK9&|#QdUsvJfrlGHB?E7u|vf+$j+0$sjzT~ zM~X+~K?9a2W)qZNG8QqUq)quF!l3+8DyC{?-=ELdO?)r&H8$V>acqZU3kz3e$C7@x z6`Rlc?pnfPti&baVBm39>E)!7W<JG9dIriXc5AF>?mV!e*^!H3fs5Eo$0ZFS2F)`C zC+QVgXKXs%d&cdUN9nmohbufh#TgkJ7z70v9Dla(^comB|CCfp`SU=$X<6p1YkQmH ze<$7v@G32PsGzaF*=5=i{)UW}sq@(!T>1_QSUfd0mg4bqesb!(lCk5jGg@pZa~H3k z%HMFpXOf)}^G;u{NhJ&cKP4I5E~!5)-S&WSQVFA^k#m)&g6o0_ksJa&HO|T+A<I3g zPWY<U%GQBAxL1zTo`tPQcnW{U0zo%zE|rFkKPE-m5?#KRn1fC@J8-Q{3YgSXDKLfq zjKWKX$7i}Gm3aJ8F;dxd!dHRmDKnFTdzymM1c#IpxdC=;p-RdkEQ&5-HU&~LybT>J z3@p9{E?f<QQSN>}X4+PpDJeZ#<~y6~^S9@x_k8!x%FN`n`?bFQZ+7CmWtq3^Wd3|; zz7x<jrC`F$1vQiGG#E29UM>(+eCZ@mF{881_fnwJ+BvZqZVf30*Bbta7;#St@Uu2x zZm>EmvAOA<0?Qkj6}${y0-BTb41^gQI6O4B_fFxlnsCCKbvf$+tLL}Xm;z4t1nm>D z`{wY&^79$vX6vGT>hmfV73|l~`tjjmN5$RJ>!N928t#-ooa4UuqM~zK&HL*6)xY0v z=l=eh@x0ydoDUa!dwW|eXDzEeD*MM;Ke;W4DY9h>1JARaj7t0+9=jMg?l36?DP<HV zyLtSKe7Z%+xKo5-q2RkUM+_#na39p+WH=bW#HAMC!0EL>&@E5Xp4(voi)P~;r?dbA z2fhZEX*UZMni4c(FH|4ladErkoZ{uVt@>sA;di(1|0^?_&B}0l8#g5E7&Mn&dimwo z*VotA$J=LLTVwrx&*yKq^Vu7^y1E`L_AUONB{lzf<-Ancc|Uvk9=m755|)B11CIiS zsLLr<r8HN^pA9p<r)V%4JzY9e&`FN#UY`w%fRFzI28M}@MU&(vu$VMNA6&s`qLk6n zDB>wUrTvcEv5OqbS<JRb<!|{`U70?AyY$-gdsYNZn&N)RF;D2^0&mTZM3+eiUhF)! z{nMvUIrCPp+vUY!Sof#G#pdgk;LeT?HUD`%9i^qE^Pcbh@u>S@frSiT{=Get3|3ZF z>vq4}HEWjC?QN$|ojTSl{r!Y;|Ca6Bl^@MA&1QJ8@wgnf7W-_oT&;@t_J1$iD?Vyq zWKKIb$Fk<fheeAPbqcGqz32M#ZTtSWS67GYi0%IK>9l;^kB5K5jGEqWs{H(Hrg8eU zD_0l}<kx+kZGNwUnIS4Fs;R&3*UROK>m@%N6_2<1ctlwDbk)C~&lwZ0t_l^8EeUjW zZB30l+{U~6|G(c;U(J#8)cpG4F#q+dS6!7RW|&x&y}6<4J?&1#<KF3URhb){OG{0a z;wqm`Wl&hU=li{C_a2GF+hsO#^Nmuy)@fb)x>&yIh2l9&rE_zw&2Kz^yZt`jx5#}p zl@k_a-byU|@P1E^v=>*9ow1XO%o8(#iJv?zGLAZMK2>9s)LJ^__?o0i>x3kqm~l>z zJbLOiL!RRHlm6_=90FFm3mQZ``Fjnd5+}(iOq$elTUOxql|1uZWp0sYx<Y2WtSj7i zlUr2!*eMg;yyU<yr*!HwV#01r`xMO3a7N*wf%2M=ZO;$+Gai#rIyb{G`OFN%{QZBw z9p<+`BT@Z&?e;?tKb)Cqy!)TW{-@KT<*MIo{PgM5=JR&Dw{G3KaN)!M|K9)C+yCd& z$H&L@<M-VuoU>}xszzq^L;JFAZg0!o{p;20e*1qvdZo?vVs?CBxBqeQ(a~;3P)zQA zyX`i^f>o<t^_t&1ad*~kajw>^Y!GPYleNmbW5H1I<)ZukpJ(&M-fh2~Iz3j5t5r)| zoAJS9f4i9miB3i{WvohGv~UXFt9aZy|No!o(c5x<UY`Gtg~9&c$A0<RFM$ji+S;qv zt&7`P^mJG0Yc?JUgOn2!N?%`Nbcl_en>nkQou94Y<>lq}U#|o+7?ixYFm2j2^LrJ^ z2b);e@BMb`$;rvP>q<gHug*-LXPJL*kNW(YqFY-s84Rkw<uFLtR(*MKadGkQ>{(?m zK!w0#wuP(?E-fb-MHrN}d!{sZu45Evo|(VIJC0pR{psW{h7|%+B@Zsx@jx<&L3GQ5 ziIdLsFnCVTE7aCpdv@jrzxMPKCOn&!RI<7|rZAilQq=4hF+TBLT>sVMr45mNTc&L> z3=inJxi>dIA<!(#aMHX_)dqjw+}f%w!}mNc@6Hax9ZUcH-v9si)$sV*&u7hr1sVSQ z`@Ub^uI9(Q?QgeLea&Ln@u*At-R}2x$7W0^Iz3JIVn)fyNven2`QtaIon;k|5xBGU zyQ|mFOWyjvGmW0U+x>pu-*30?S3aMcV<yel{{LzGKURiUuU?7i$DNUwZBzMak!v^C z{XO}~$NNAzEjT#X+1WWUZr;k^<#xZ{Y+jbRYhCr%tKsUCPX;b_(~aJC#^mfw<Mg<) zo2mTve?FWwzdy%sxqS5-Lxvp>nz+->&Pu&qmYtn#G*iYP!QuVAz0F(~wAb&sw7Wc? zA!2t~u0VC(o{z`a<th{=di2QIR(*bUcKiLh>bf5%|G&6&=~CtAXJ_Zz@87s_WBB^G z;%8?V8x|-n&AgR(MY%Ws(sz$4l}$@(RE<<*8C)+hGXx0jWIe;;!t|;}VCqbVNiJcX zJerPmZA-jQvFB;oGoP3;-_`iitdC(Ti@Bq!_g{+m7`G})BJ6+Hhrp%(9whC*G3kKL zlQMzT6K*qfxN&$enm0(BEuSU9qqp$XjHxM0^S6Ahu1vrG|8D5Mlil104!yr{c$xov zyWCq_LbRs(EkAGf`;GkH7w)aq3=9qd8-E;@|0mGt;?^%$dzjb!$G-R-!P~vOy_fsU zWMXJ$<K+q}dv|B1kJ|Q}n@kMiaTSRgBAawxPx96~S%1Be<JMV&6;t0G_BFpN@`df@ zw!I}UgBUV0GB)UN3+nHFW5f{PwKihoqJ8`9I1ZcNEeQ_j)z;RQHb`*zx3K75{r|rS z${gMwD{5X{S^4v2<DY)J*K0Pj@k*(*{8<10*Lqd&X*svIoi*rrU;DoLCpe9NJ;Pt0 z#<aQVd1;40?}SfA2Y8s=>exRCG^o5ZwD!BC{!oZPLEXOljDxY061R<uN@!Ym)1&C} znQud0mxx53S<m6jTYS-As)wSn2Ukkj^CN`{Q@%9LUc#cWRAJ2@9RUV&&mSx-2Rt~L zdJMLktzqz8dW7v>_B(ZJCAMj86}g^U@(TrDf1CEJTvJ~^KQmL)hgHBS=l(w18~1jV zu716%I@k91QT;l@gaZxx|Gv%F4qFqkx9V$`sCHc4&!@f8=2FKR<F-C}^eAC*aceY# z(y608@0#7s?^VCw`|Md7gT=2Gi@8643JDK?zO9+TIO#~o=X2Ki=j9koO-<LXUHem$ zeZ}v|=l^FMyRr3p-0#!z|32y0|2%zet~F!At1Bx*Lqn^-T{C%GU~xhE=6%+QlP8@x z>>xBn<)v`ZC*uY?1$Na=6{YDn%}jEH^rRGnm?lh|^dvpn_ObER-Of^(sV+RBa)sGG zY!eiN8s>;h`ZBTIql(30iAP04PYe4Qh5L#o3=K;Zm>C2c7&#}&87QeTGR|;4#C%TB zkm=olQ(O#_y6o;vjof7`xH%&7hD?CaT8&pSydP67`X=8t<5BLADZf+bURzsxVb+$U zqg~N?JD+~v|GzeG`<$)W*W)T4wmM#YQvdIH{W*)rJ-N5H<=)@7xBmaXi5@HrmtK}U ztmbpj5qo`q|Nm!aXFoqT_xI)b|3n1m*M7TsXzsUTg>#-gd)CS={_oTD{X9Xt<bTeU zSM;-Z*y3;hcgy0%kDtxX?>qjOVS?ZC^s}=}i=LcVVCUk(Z}Z{6j>5+}r?c|&{Z)i^ zu9tixlhY$>ZFXaZW%08eg^z_gkL;=Z{OK|?>%q)lUtWSrf4iSgCa;a&&U8RDJZ9qj z)!=$k`aT0g1EbUv>r=j(`b%55gOvCe3o^Pgcz9_(oFsJW^dv5~^_of_YV+fMf4I8I zOk~@yV^20DEsqar@nO5emc}?sMO9FM(KFt2;SvR>q-9Df54r+0moAxbDBO#2^VBJq zyt&O?4|sAWxD~K4xOp*2G|ZL#$Fp(GiWTvdkv36}l78GhKdCr8-*e}^=libR*L?B& z<j$|xq8Sq|E^__<E&o3oL%;2}hz}|knE7o!T#L>Z-6PKMZpY)kdwZ+rSG`&(9#`>@ zzy60a!-`d_UR_@=&%jdax;gEv)xRH)K_x_!`Mc|9&F}Ltcu&`RdwqTU{<^<*zg{dp zWV?%FpLcHV+tlf?+j4K4G3@w!&boQpUgpBny4zhAU(CI|jaS<2&7aTb{~t5o7Z@8` z`?%Mf>A(a<=XHC(MKM%7Y!(0Y<)v}fl@+gEy=vtaKlE-rC&ThNMW;H|=UJqmo0E9B zjrHK;{`x<UHzXcr<CWS{`8n;}&)D+2Tc01^rJ=9?|6KV#W`>s~yY}q)GpG2AmH(`= zA76cbB+hX$o58`plh?~@d+aXHfTk%SO5T@PO&TII+&q4=tZ)%)_<5x3s-ND~^vvqy zWfl(`h4hTPEjcIIX*znbyf)Q%IAM~D!ksB!HU()Z);vrTnc?KI^2BEu{n=CYEmsjV zo?0^Xy_P<2$0=_{r3p(CtghJXo1*(N#Axy+%h$m&`Dar;7w_MbVpRF_>2z;R{r!JF zeLiRX{>|p|^XzJ^1Y--2ist6#vRcnCJSGXM?e<oEJ*~fg&dHQ>me1#0kFU4QaNGU3 z&)U!KXUgqu_CFppr=FfBx~Fjey1n0S?S8*+_o`J|v(Ng?v-x>_|G&}+^Xvl_X}k2e zC^571?fLPj`~Ua)|K=4ho-_2ySQed}q$(a?voR>^-=Ck-=6N#KWpD15-<N%2_vgc5 ze%mh>W*8=4dimv8uXMlNuNR8WZ43uCBp$B&zWe^ymzS4s-1u?t_j}n{SxgP~|9_tU zey8~ShlhvFb8kKQ{qM=i$@gnMpZ!zFUS0b4>veW%P($;&W817{vQ;lC<pfvWO_5V< zneyqZ`Tai!`Rf9H?8`Gf^EdVWDV2$j!hEdO+JvahHDh2(n>3$KjVCm2)=k4t#tk|Z zN>gus%-NP)x@=GV9OjAqdyeXRZ8B<fYx%9Z=kNobjwuBVGh1SQ`rYa`Reif+qLI$z zDNJc8vGYEyNnzXe^Pyc^yj0<-<eM9GCrB!6I??-}Qz>W?!;Hu)H*$C^zs{Gr@4s75 zVCJ0ZZAv|b3?EvqTkB+bKW>eGzgmByhehAz)#3UK0#0*^&snbD`|VZ(BePlForoQ; z?Yq8x`*!M-m*SC4si$APdd0Qb)b};x%939{pU<0ZQ)%@4jsefS_OBP1|8oiS2<()t z+a<Ykr3ce?j~yHyEFKGL+NTK3411zBf#2ms?n{+Mca0OQNep{^LN%isHB=Yv-m}9X z=|F|d<ZW*h1iCb)nu^sJ&1hP>!;_Jbwe}9f+NQTA9-2ojUyJ9je*Haj;#<QYj)P~e zvlZQL^tjgd{*{NT&*oJc#{?cu=x?&tG0VGSQTOLZ;p1bWAt5^P`)p>Y=}Gkd?N^`Z z5mW#7t9;#$g#t;Ro}9G$mT_yJPTljl$^EuwV!dK%UwY&??KwOyxhp$un%gmDvWikb zQhE05H*>7pB^%T_O(rmzFa+$Bbx}-nSyJM`6<{=D-hz&$N;<4ZYW>v~teM%R%762W zK9{BX*Z9c=-BHFH-*#FEhPnoCdnoDS))L4VcStkqbJFaxqva~E_f=k5wP}&b=0%Yw zWjhwAD^KXPT2-#|&9u|Xa_ZEn%jcHeYL~D3aj*LQ(WH%<!OQ-<Nw>Ft++)o3{dfC> zvuWw)=49Uf_Hy}rIUD08nNi{0V*8DMAGPcj+h6^+f1Ry~;0pIc{0ibXSr`nAd6sl| zc=9vMoV0|6lYIiC;-Zx`>>Ql}Q$ymqB3hQ{*Lr$sO?vR_OrPe%N$;7qPdQ`IAhcE2 zk4te@n5$=4TokA3ne`rT?pzD=aahh<H@|rDlFgl8<r?04UHo=!QTg`1Pb&5Mf6geJ z$lKPhxPIp$pGhAYK8mn07re|CZT$7^?eAOJ>qVFSYkqZi_xE>N8<%DNHc9)kvHN~y zxqI^CdYex-7Ir$=8h>eEs5I!64n8zJPO4$@q`F;^yE09jTo$xwU(&tgJ$aJLlA3l7 zPu7iI0t&{5mP{!LR#6r7+|JzLAt)hc;N6*XB6H1&x|p|XR-7>_c<So?_R*;ohfhx_ zkVsazv?3<eEm`#9<F;+BO4rh(|DNf4wy1CGG7o`?UyNKt)+||-IqRFLc&}UipT*g$ ztH1Lp1-NU4?l^w%n(@Q-Xr<fh{;WBn)-dzb_YQ`ODQP`ZK3raV%3IigW0^3kimIpQ z6EjWLGa+$pQ&e29Si0P1OmJ}Mn(}4pYYltpFCPu^l+9<HiF*0=?d|Ajb2B&B%?4gZ zY41ID_+OHGWTiCc&yx8S`kPnBRxGlNUDUzgt6K9wjnQF)4rr|9dYmJR*Vh7;R}()p zpJ7T9V$@vO!tKVv@aK!3YOTqk13oV;mxwHM^qLrS$yZx*>U#~%C6hT8H5E+mXq#lG zFug8JQ*|$oRARy$jw!P_SGim|t@Utnke3$2mW!I_*1S_SpSCpYs8v|h%2FA|DH~>b zGptkh&<tYgV36SC-?)IKB-i8emi6oZaC|A?cV8gKY2UyjBFI=2UCGBVIj=1;@MYSc zzO<*im#8SPE2-K{^qmysps{z2kemRMl+x9v3@?4&10G&3-8Ivvgv5pY)br%L!}Nf` zBWOZULJLEHrqIkX)f)TDt6J1I$uhJRY<5c0I_()0Ig#H>Q(t?piKZjVm(X{gGIMj! z`Z^Rm+5LLm?j}$6s$2WImabf>`Mu?GqDk?yGpyWVBFo;Ly|mO@zW&e0Lsy*NZM&U! zdt<V@<D-LnXMx0+`E3Mp<nJhF$2&N(Xq~aEs8ajGAnxa6<@r!$s*uv&ZUz^#l`ZUN zn3R~_Est6<o3}|=up`G>!Cjf<&Mn)(+3hwiK>`cDTxyV+>AKH3NMU=5+QOQ44i7Db zNjLden3ObY9w;iQ*|g7in;zVCW7e`L&N+>%I82$165533m0Z5$n|Pkbmfz;f1?TN| zin;|B89Y|d)Y9S-6TC4!eO~1=hW91y2O`twhDJq2&A7EzzwF=7qeaJM%VjdZZ`zoA zoKM<pje#fwXdL7dbNc^(fA@dv&42P#-f`c7t2PetpH8r*u8=)h_2gOinKyH;G!#Bf zZ@BGM;lj1k^%Q&B!h?*GMc%*oI;RL~u`zc#Sjc*bc&ans2{`5Mpjzv~*U+WH*+0eM zu-Z#z^Qi?hBpF?l*cc98N)6Id^PD7bNoc0ogNsw6v%|LXD!M9H<@0~uQWX1$ts%*6 zMxiv9^nJcr*REaTl{RZ}S~yiZyid}2nZfUb4Y}2aS~y!*woeV}+PGIdbA!tT#R3*F z?|rpL=dG*y`byMBs%D4GwADAio^Ww-`E4~>f934=KekTwS}IrfWTR|v@72B4|9`k& z7fX}3u@$OgkQ8kEvSe~<TEx%Dw6;!;DJrfVUR9D$Q_n;!EtzyeS4qj?>9PwQ6Ti$9 zof_x$i;r1B)pHr=#100@?a5xhR9c1Pih@&aAMBX$rCG7K<3r$M4~2tkJfg)e&3v@X zXQsL(6Yshl$-CLA8Yg+UCo(?oh}k78arW%~q6x?2u3x|Y{r&y@_5c5U{rYw12jMeO zbG?@8oc?uf`@Ygkp6aG%W_I826#M%6c35OxS&`6mF=5f%ZQHiJdiAPXZ`TU{`F0Ew zJXD^Yo4Y&juGP{jhR0=!UoM@#ZQHhc#pi9m-zny2I5XeA{^g~mGkunA+VrW3TTjBK zqM)|6*4g>+s?gP9dNCG7Pfmc0TD<sit9V?*_Pn{Nk;3YJHgC6F{x(OCfk7vJ-=C}D z@wvIVy>5#qtNB{}d@`B4EMiYZp|i8Ig-l*%rsAUf`ro$?2JvmbTNeF6VdDGW=J#tp z$DRKV8pM0GYIRmt){-fopP!H4mNWDH@5OGtyB;)gH$@hh<=^{r$y?vl%xu=O%43r0 z5z|5o{_VUx!!X%xzFn=F@2n{vDxmf<xBi|FPbT~4WoG_7EdTGr?)!h&tzE0DG41B& zboI$6)#p_-71v#hOuu^V8q)#L(C4ew>xC{((F|7en=`{YEn&UthKi4m`tASiSg|7G z_qVrRE4%ggSw#HMi@&~!_uTVeuh+l7zCK=Q;*Rh4s@Ly&wMx;s?aUm@&AWD0U0UK9 ztN(ZY|3B&HKR5k+UH4_NeD0kcg+D(%y&hBS8ytLj{=YBFFZ)^N9_<pnnN#-YNaw+s z!WZ{ce!f@x{qBMz^XmWotbV`Oy#D0pcidcp->a5#txJ2CG21-<-|6^&MK705mn*#z zxO4T-E5ZIplQteZb}YpxG9={7-}m+QGlIS??zj7O`~JUaXVZ@N%m075e7@gYtI{JK zf;*iV8y;JLx(K(nW_x>i^;y5$5mR+=V)>gJ7jNCF`g%3oeeuP0|EpUCK0iPI|HEN^ z<C#A1@9hP(u$qk4tXL7TAptb_CVO1cEa!%+cx*^W2+REceNUf0Rd(yKcseDxNf;Cq z=dE6^30&;<)bC~XQiX3W)kQx_{afXqS~DEriQXmoG=0KM2A&Dp6Q|~JO<bH<DSOr? zhRfxUr_@8CNlud%yR>vL8@Z@xPW^IWgD012ZCb1AvR;N6l5TlM$~v{~J2f>$0wt9u z1)ZMlCM2j}5wys~L8mvRugjF@<<%SmX%A2R)4bdr4T20zo0{b+n7)4fx_oX~)c=2f z|Nl5{Ush6bB*{=|mSyp?uh-+_qoZe^OcCm2Vc7HM)9K@K)o+$~PHqvHU;9mx;mxhB zuR)#kso`;zR|4I2<M#Zp|Nq%Of9F%N%O?N-Jh#7o?b^Mn*K6l|PB=KPW^dKkUoZXZ zqe4Qy+^c^7_v`xly??*mKHe+6J?-qQeYL;+K!-4Qyf~>oU&bH-Ja`<U_4R~ue@JL( zuZ*S9e}#nsFHUK%U$bh}tzD(B>;D|D|MLF6eMGqR{aL2jc{?7qIX1K9-r4c7Q+?i! zx7%(zEfio_6Tko8G3op#bKZab^LcsXZ1enk*VabY|GGT?);8PZV?E*VwO{vqKIg3> z)Nk|Y1So%ohd<x-Ze8r|tgNh0=k4!LP;?Gk6JeNnX-VnpYg4CBUmw5!-;>Gyar^83 zE^uuA^nBO87mK>X*2P%X{`&GD+Qif}b@R<*$Bsqk@7=m`<;#QY@-n7bA&%DP_jx4* zgmc+2Fo>-J-4SqhmZ|;Elm5THzu#Z<^i=x%+HDK?GviaM-|c*E_xH<X^SdRN*F<gx z_45;ycF$Qiz3$hSm*4M}$LAUC{bM=7Xl75M1ZcQPY2uIT^?$EFIP?1T>*@OO|2EJ6 zt0UBTW`?2i_F}*9tXI!YJr#TQ&O(rplE!H<g-1o1+4=5#W@KR4kacyHbp9SgsoryQ zt-oIlkN^9weE;oBmyEKnt;t@$x9mUzBe$5&30?h3`S0%R3_4}~ZpY%qiyu#Pm*ZUI z)Y#V62GT6ouf0^R=EK2ts((&tug|%)<z<_6o`$C8&0VG1$!iwyOxKOxmT_^>>vg-= zEm@LsZB68P+wU=XTpRC{$Ly>5*~H4-^x^Z(^!chnolX0@*Z2RqQC!P^T<*ofeezG1 z3C)|d?}VDCr<~ST<J^N97Ei5NBzm^HDXZL_64WG8DSP%ruBuI%+mgv)``Fz)IOQ1_ zEd>;eUClU8OnvWZ&U@gGk93i@CufhbafCj*`&51VZAm{jifU&+_GLLB;P-BGMS`oc zdG6Dt0v1Kg6DEsXDxWfC$MnYQ?1>+4xA98fx^)Yb?PtxJ_36{6J8Krq`TX|wcI!Uj zPM0RrOpE7d&z^nz_HA1ti~afO`tf!-H#SUEb}u@o?l&hx;@I-}b-QYRe|z@qS?1+s zH@D?VxaIxaF=yAVT@gCRBxV~VHf7E_SY`9G?9Gjh$;bPO&)Z%%IeY2SrC>kHrLSGC zyUUh_tdH9(uyNbAZ#R<r@4gl(*t&J=!R7oi78^Eg`ZU?!j`Nbg?bndQ1_FiapU<yv zDZgL)eNOSY&Z9}wQs-7an|Uy^=EuW!W_CUq^E{d7HbR{xywyM1_~rH_9%fUD+F$n< z)YF*rd{^mfu6OUNOW*B$9yKjAIQa5%|M?G=&CiclHORQI;NRch%m+FIm7}7fVy>U9 zzrOEO*`XHBsZ*!&+k9{^n)$}cu=2Y1ecod?RxY2%#qhCW&#qlo7N0>~?kT~3nwpv$ zb+Xq_4l9WdxEr(b&Q+ecbul}Oo}HNqI;8IU4Q7VN$9lQn1uMJtaHKiMZ%jJ+;o)I+ zUa2DzvrRHD#Vz0T_dzrNIjh$?r#GECecIpZ<&r}=3=9(1WjO)UvvP9oWOMHS{ciW= zWxm?Fy1aUk*Go4~(~UMOd~{^hDy`F-&e{L})7I8@XY1+O<H>!N%XaRx{4sgu`t|nj zc0B&{_}z7P$2XQN{d3Fq{uKM6baz{aS`oM8^f)nwzdqXA7a#IuWH8QAjWIZ^V8bvW z@7k6{mwby?dsuiHBq`n1I;5xY{7gXIw3~qeL7wv&E^<r`a$6E&A-iD8r`Uj|7WE~M zm)>5YFOlwkT<qpWu7_K$ChSis3p&K9pDR-xHUIk5OsO;%PIf_2WmVfecTdlRHR@XS zU%!3@Mfr#3cRwEY^Jh7ASk(Uday`Dj_T8PGTeog~KEJ+hf8F1Gf8XZs|8z<lR0b3l zew?Bi{OZ-KNheeO`G4B9X_JeRql>Dl>Rla^@c8)s1rHCU7@d^xRuPJA_ujT`8<%3! zRyhU-ubbQR@1K9qG}|n9mVJHQ2DNCj*}9sVnl~63k~T)<?cTA&Vy4ftZOy%V=heSk z`q<)T4yaFh?(VH7)tKA2Z)<C5740rvzi82+ZEry*V&2&BF#7(lYm-#H%ii7DS@-wX zy53CILk|nq<(}HKrb&b8w_f9&Q_gdWU34N8H_YBN*C6qbu)od6x$kS1zux+~>LqvC z330C0qF9lGN{>KItRmOF*SoLQI+hkMEebdO@a=YfzofBR#GA#dV;;WwdPE|b)t$K^ z$L#g*y2!}L51aPv`Sbbb+@kzD*__sWk9XyL|DXG5f3l~i=ZEWpI%YGhcO*(AAM2_7 z|M&ZOo6l$X?S4F1wR+vDy??WxE`F-bm-?phZ`=H5|NmbPD05AG_0QmNSkQ{Qy*XZ7 zr?way_bk&jdfV|rwOr}(iHZ$r{0zc=>_+Qa4lDm{nB~d&P-SBDZg=ehmSs!$9rAvc zrL`@6pCE8@f^xEr2&0SYRN1u&JUZ5g?!LLvRet}5(MrS6P5U0dSXg6Pc#c<ihojd- zk-A;HJ1+_=-><n3YCUwm*mgUQnL#tvZ1&$bo6my=4>K+-c)f1-x$l3s->b@gc4p@O zA4m1Qyu9>wzcEsZ+MIUwalbvN%z5<a5wEn_lfG-$u8H*@fBdncx_bANqV@Yv&ze2^ z`I(u;hk4CeOjq4;V*9BZsH&>^u;9nD+4<-Ebv|6*|L^Oa;`3`)uXa8Xxj9WVjhW%V zy4c-Cw{>-OWAkTK+y1|EIzU5&t96<Ge7QB-rUwTFZAv>k>yOBfKR?AKY$`r{dU|^4 zl#dlPCnhL<{rYvL&$4WXx6e4LOBGZvT-|r-TIpTO;%7bb_W!Pi$IIGQmAo^PeNpxD z|Gmw+dV1&9UcPwm-oKw`{O*c`d=J;U|9$`ezo4PoUh{h#Vh#7#KYH{i=J$pmt?$yR z>OW*JT)Zf_<xW{iiO8FPgm_gMuGXlis87=GxXLs%l$KtJ+y9tTea?q7#^-sYOipZC z!^q4gl2&g!=TGlsfrkNpmb>O3+wL;mY!34wo~PCh3@oS48ssrbc~uzQX6*71WN=Q? zc=$2EP{32)+e=GvLZs1bx4cHCW4Z}<{ND%d^WWzl#GskbCaA~i;Bt&dnqxxY;Xcjl zt}ajJENNG9<P3;w{d=?H)LDlQftNq@XfUQtR0>ep%cGF&#<BCJ@WbT`7d9GxTOI%R z)pO8bWBtF+@qb^1H?#4sTED(Lwj6Y@>+_k*Bs*Q295&Vb{1l?q+OaW$N6_;5V)y>I z-DPiIU0ppjh+ACmi%tHE3kz$1e_Oj|%^d6Ub+30hb^O`Q#$eHxJS**k@rTF#_UClt zWqaL<*A~?N{-&$1U;p#z^w{g6UZ!SdVkHWK6CYb#y?V9d#;sesik_bOb7#)7Wy^m3 zs#2=@|M&at+qa9g4?TVJ_0Q*Wi<e6#KRYv1_>P`%=aE-eS2HeHw=VDTvEKLl|L>b( zH2EaU;-#O@?*|Qai|NHk@Gx?0YhE_5>FzE|r*QTNrr5WubDp1>d3k;Oes8^<DNjyJ zJa7NM=HTvKalbN5Uj44SKKtvw9!cZ0hlg6<zI{9I`QCrOUbo(4xRC4k_Pf_pm&F%f zuiyV~@ArGw2MRxcLSS#z*EU}1DM8#~Iw#V;Z_2w?cwAOoN9#r9y-BLxT$}Cl<5g=O zb*k_Ca>@Jc+qW)TQcsIrFXcY9VcojChlg6vo;^G7`Cd?iRi@bII-3=Pgh2v>5=b%Y z>1TC!YaTC|%oq8l@$a>|wmH9>&t`KAe?Prt@yw7*eN(lbDjNj_S!o)F3EHH0-ATG5 za+5`~)6FAA_=Im-n+NA4y8^xi6&lMz44fG?Urr2Cu~80Ex+7xXToozTr~OdLe99EB zpDZq26B;MkDH`S(<u!e9JNA0J+A6C(CwAX{rS`SHd!oS_4nakur|GRBirW9#UmnbC zi{4f8^2f)=pJ$u;Sw5X29#@fgYKkVexE@c~ws%)ohZ~%Dd)eQ9u5I-;0VT2S+V|D> zxv#nI{d7wE|L^_(ttI+P&YE6l*?aKva{u~|N5z{JZ5O-so_hap<;s;SSFZ-GsW^S= z)UR)EXRnT!Q}L+N-}dVj-R*aZzFc&VFT0rv()Dub^t#`-?|W%#Yilp}n>)*zi9zAf zQStacpw83dkB=TbYAW=yRCe!+*<JRQTYpbLP>>O*&3iq2-=|NX_Rgz6cV%U8eEr|A z?D91RbN!A#{>Uk;)+1rKXvdBpyI!xWez|md+WC38x4%iI&j}0;4leljlU>rLV#DiQ z2V+YwEO4Cnyi~TAjUjlMPvys>;_2t-)xO*LyzH%kc0q&c1yQ9k-P=>O!`H>_wW?rC zy|pFt``z;Un^I5r+5h`-XZNnSDux+0m7n&0zo)&FXIj(Sdz|WXHWWWU_xt_+`zB{k zPF6QJF)3LqQyv`fdvDOsuI}#oKab_@zg%#3bPr7Y_B=EsB&O)3s&U$x0-5wbKR)iQ z{{HUPw~Bv1pWA=GQ@sEG-}lNBPZ%DT5&pw<bNb$C1`IxPtxEs>`3W+m`981xpNIU1 z9~RU}%GLk*`1bAFew$AnuXj1O^MTsb(G@T59_y7humAVw<>lq#X&JU@^{3CKUfZ)X z<MaL9cVf(TX8$yvF7jEnLq=fY?4H>!DtD&{c5yCmp7NwjP{}!O(ig^=pDx*i%=x;9 zH^;;G2D8%kWc9~libj{iE{XfiYENod(bB$*mnEo5rIqQ~@4Rk_Z`*k%dtQ8cSl<0< z#KMTx8cF-O(=PUfe2tD)V>ozY)zibLt`{7eP^i#($7k2Z#moM!jumOQ75$dL{7}AX z=T7~ckB^RKUtjk(srPaDy~^jN*JFfv-d^R~m3w=e?Y|!&vGl}a50_2Z_4Qix|DW^! z@7%O$lfiqBp!oRz?{>fc_e9-Z^UQ^PE$^n!*3Ma@@!=!0xrmx<LqTEXRnGr+o`qIl z3X&+Al)LZs@0&eSUZig3(p@>@!_xPh_X}I~@AkDYoj#p5=UeQ)$saFinqOUaU;@_^ z7tM?1F>)&>2rXe@ZTryj{%6o4mSB$nflo62o=nFY#5FhA9-rtWXuS0Kl+Rz8m87RE z;h*iMW+ZrCU2)3m!07hSvM)=^0tI6E4rQ3Hm0lU5HP`R`*6Ntwhn7rP9ll;|QI45) z{=GfP{kGc*`VXgHT@||Ty|-q3_1mo#HuwHAG#)<pd5>$inCwY^?f=eNYXs}#lCG}G zO>I4|AV0w|dHFZVx}eK#{MJ$1CeQx3;=@0^@4qHFSZ#YzBQiyVp+v9K;oiI4rgO=f zOGPFIJ@KBItDkl6=In+!r?@4Up5G}~oN=+C!|f|y?WKUblP1<@?@YP%LQFeEMEmvC z{b?yHGQKy=ITW`2(Dhr>H>RGR<}P3R<;!J%{TJ2O_o*n&GS9zv+28)GrMz8D#r2JM z+XJ1Q4;!DiVP>fP{S8z!aJ#X{1ls+4G8wd{=EjD^pT3K4DQ=j5Y`f@w>#c=%*8jhE zY`gxMk4H}}J96Muf=F8W48>PHj=ST97zHLO{mPkc{Qs}n$`JRkHTRwg9Jp~%P+mhh zb<Y*~U}<@Q{vsF6r|z#W8~@K2XW)A;&Ud@Vu<T{#)Sg0@H$5hE>*cDW9+o_wy)5(A z^ozBRqrY#JxA-+*J}2f%#Ee^qHyB@f^HZGj`!0hRE$w^Jw;5Sjo@h=Le6%%m-oY7X zZ%7^&FHE~)zRh^aJ;C2M99?;5Z|0r7X@1UWwu#Rs1#5S_@c0+FEOXX3{v7*<>~9t` z@|FI$IsNX#jPq`hXKX&sIPomSDofJvHdi4ZO9w~C)u#g6*G`(i+i+Gg-7`6QzvF?N z-9|ag?<UsQ_+B=7JK<*h4@)LR21oB}cPDr(t+jmiV$o(L(K(8x+pY;RFdbUgr=!HS z`edk!)6>LgtyNm*-kh@fIKfgw?ymcri+k;6Ez4{_6t45<&6yq2lUJ?@II5Uk5UI(m zuwX&4hoB&%Qoy=NTdWVfS@$Ynf5n>o!VryH6V6!WzTA<^r`g+D8NgxnA!F7uSu6LF zADmJ*1r}&Nu9@ZWlVz!5wnwBUf0B=ZN~6F8h6#cU0R}OQjb-Z>?Nwi)kR;Hl!^Z5L z#PGo5>&0^{3R5DUO}I4U<fp^u<95vgt=w&X+QDb<D_I^}-M)B*k&s+uq!<hPDb|_q zWCCo}j{LlE$%3JzBI#wH*|`P&CU^9u607s4Uk0sCou#b*N8yb}x_Q}>SWnT3A5NSq zYLl>ey?J+bdcUmaPTiNx6S<6<3~w^HTu}E(dv3gyrNL#x&e$z!&Ck0pJbLpYuKJmH zXXLZM)Ix?EPb<3ZZl@N@1jK}7iJpsJlsRjetd4uw4^Qr$Yg7wM-d{M;Rn#_jp<4LW zle`tDbB{TnNl;_R_3SvCTUW@@|1Ooix9HMm>+h@{R-Ycvt=qkLRkEA!9fgM4tNEv# z%OX#x9avWK?eMZ|r`zAx%2j}3(%Wj&A^*x7a^bPNY$x+cud$IixBB&y)_FF9+=s>3 zo0hDO$_>le+@-|F!m{DAJHrGnvn@ZZCmAI@Y>~2-dp19R`r^H2m*1YU>MQYkAAiYw zUwW=I$XErdO^5gyu7pnQQ;fPkFY5ND$ukUBsGPHA7km>dFx{umRg8P~{BG6U$elZ5 z1r7vGO$)u!u-9#a&7_QIEm70VocA{_Ogg{z;2MzsW87nYFfz1RtT8cLV>0c_pSEe+ zV%M$dJ9_HS!gU9k7Z#hfOlUl6_LxV?I>kWY-R33lf9WJ`TBXtd<{j%T@$gf}e0C}I zTyC2(wf&pr^F7NlXO(S`>3pcZ{D#r~i_4t^*Jk^#y?xaw<4eEz=evg&f4==#r!P=i z_neoqgvq{%28}b63Rt%;QFYef+c@DQm(-nGvgR+XoxPnW{|;~6wPq?PhQ3Zvw)(^J zN!wXF>Q=POMQbr_-kU$CDo#$mlEmgbSy51c!QH@;$>GS6Bx#{_r?`wHBxM*I7|NDh zVhcZfS}A$euXjuTyI(f(eeD_F_+fHz&P?_9>v(cAvPF+%b$2%xBpGbsy>q?7jEO^% zqk-q(^sH#BSjlJiWdfpNLv{o$2l*(YX6hk-h5bff0*jNDE3fM6>dL+SXs+|!CQ(U| zi6IOOTn!yQeUXY$mu}vwcroeW-o?+t-*;!vTJ~4@C)fSfZr$Rf`&_OY*6mHM-E=lI zLR#NULYc|+fPf^EQbEJBHQJs$+S*pjH^r}e?Qz+}*Scrlp@-@R1U^-@3He6uw+RXn z+QjG}SUb({xbvSDyQ9oq-CXxqf@01t{^y6ulkXdE(YttUN?Db7>pAJ5(4^OmS7t5C zbe~f{=Y#NxuRNk@86fVYzc&3KO_{ci?ed@`WN_gjC{V1YnAsP4-u>{9`TO<nkJoAY zTm)rS{dNDZp0E3Gc&_oc;NOwo&z$F)Yy#5c{o3x2N|<hB{ETIpvzBGD=iGXk?A|A1 z`Ra-H`?})vx~lJBLoe@}5^wkQ+N#ji_x7w#yXRl`Hz~=#>ia|Wx;vfC+@M@-^0vWu zg(h3Ws>}PUckNx5czWKKzdW`pe*S+KzdPgex7^$1>(@@6ZQ#5AivCyczd`%2=<lwU z)YoNg$X+&g->RFgCBoK^!{453{@W(Mp`9V;-R<@HiMv2<D%GCq$9$l3|LosSHZE=3 z_+|Rzx{d1kTjn1#XDH83>;fr~-Eh#ki!tGO^!dG0?LRG8^8a6!{kv6vuTKDZF<1Vb z<?A)>s~>$_cw8oa@_d`Z`h`n>L^I@zsb$StmU*jj=KpIo=XNGa%qc$ieaZXvAALdI zscPV}2gxRG*ne!ha)U}%@ttdHrcZt16`J&MNA5ItC$?v8-$5Z3Z|I))<K>4xv61G= zQ~V{&&U&oS=$awA=){A*3G?50N%A<!oOTM^7<WG8vdP=k&rWdJ&kNC&Tz+`^I;GnN zi_3PLadTl{Vo_k|Yhc)RP*;wTW$6OL*LhxP&T~X>yG7pEHY3mPiiz)UE{i`8-37N= z$E|++lZ7QhhHGjB&u6(gp+9f4a4|4&G;nYz<U}Q2R%)7}Kg%eyPb+D|rVX;&eXgu6 z2Bno%hsEkH&Aah*N1w|46(=@5at(B0;ChyG;x9J~gX0Os1?R%&?(EX&a5!j|Y?D^Z zG{Gg>`p;LR=#+$wxl`J6t?Sp!2W1)-izN?_hp#eyt!DdBu!ToijLTgx@w<&914Ba> z#|Gop6~;W8T!;8QmM(E(;9=r-OlMJI5<Q~M#F|hvxj0zJ)Ve6!z5S>{)~2qGSfNd& itsa+6-g<oa&oJ>;hxt1Og$4!&1_n=8KbLh*2~7ZY5(8WS literal 0 HcmV?d00001 diff --git a/vignettes/images/03_RStudio_ProjectTemplate_selectTemplate.png b/vignettes/images/03_RStudio_ProjectTemplate_selectTemplate.png new file mode 100644 index 0000000000000000000000000000000000000000..4ce31e7ade7b082a66247a3709d8b5701980b259 GIT binary patch literal 31663 zcmeAS@N?(olHy`uVBq!ia0y~yVA5h>VC>>xVqjocyX^0D1_lPs0*}aI1_r((Aj~*b zn@^g7L4m>3#WAEJ?#<ou7~${#**}zX2&6G_a7v4~wkaKM?BEf-ld)f`gNbiWhV0cS zm+t-BymDW!>8cJn+IUMT%JnxZBkNzQ1Dz{0oWH3#csNb^{kKryaAU)wrf+|1eq_AA zH~)OCk%Yco`E+ZA3(_m^e|^38i`v#(p)ubc?s%uSAk4n6>9jZd%ncDb=UOI<UfE_A zGdtfXBU^3jufiq&-rTx<q~)l=%=+G2S6HtseK+sI?88YLf7O0pcRyt2?pRA>z2MdV zqeR=?H>u58vv}IY>Q{f_OG?$%H^h{mc3iEM+~j_9R+fgQ=F6y_D6y%ox%tsg*V-D( z`kGFeV&ao~H*KER@@>H`zE=xw2YalolbP!7mg&>`DEM^jw4+VEr|+1oxZ1Du_r!nK z$Tym6*68%iy7fzWS$>I0tbqU8I<0L7Kfa7KJh<&j)${}XH-FSm<<1KY3%hs!g-34A ztKhoZ`<wf}9Q|u?xGvBB+}mppx37M^&p7u;|D>Zw9w>i&+1lE={o9RuQ3l1)Vq4u` z|1dngEN{&m$*G}{GfQ8eFmhMTV!u+iEYDays%BRC27}cB*S`tdUK3xvX@h`|uFuNU zmH_5gOJ3x@GAi#+3H(;*achcL+Tkz%CcEo;SFHaR^C<INn$gW?^H%FU^;Qw`{MpG+ zoSeK(NyDhOx3~9f?4h6)(R(LuI(4kZ(`cuR`T2^3h*>U56Jxj%W>vFR?Bv;EXkH%q zDSh7?G2gvh-?J(Vwr$+FapTVG3&VvtEpr@hX!#c}Q@VUd+h*y*&g~y^qNjk2TF}iq z+qU4|Dh6q@%Xfae>~m3?xJ33-nPIx|OrLE#Pwx@Ve6r%C_nBT><~^}&d?x1d5(O(3 z{+c$uAamZ%jfT;I7ghh9UA&*GJh56Y^66Wn3wLhZP}SKvN9XgT?G-aO&-6*2uIg=b zQ}5yWCDJD0a^lZY52qQ;JjTq-H*x(mcRP{IA5RMuEK0odEa*_oncm)+T?bU|A8D{Z ztt#~CwPF5gA@Ss8N|)6h99i9VZ_gBGM!jP`YLjyxtJZGH51zM2HDN*FVe4xj^gaX~ z+Iw<V?{~4AjF%3vNuBSm-mF(C`tA_ljw?4j>Xsiln>>4W#jMRY^}NF>XB*En^L}(n z^~v-z)hC7Yr#C)3wkf{wWwPY$iq_?x?s=a7R6osb&U|C^{(N|fZf>{w&ubc+ZvTj@ zJH7qy>H_g?;WxzcrMD>sKkL>$xqr*4(`{!%QlxgDnY?dn{zQ54XQ|HnI_Ir^bV4xd zN7wd0y<ev3uX9n_DRMw=$Eyok{?f(CX18lRW&D*YzdpC|mrho*T=T_uibq9e`?HDn ze;#Ar%fEE1RSx$j{k5M=(m`p#``J!|y?!55CQXxnt!sa7&lBA^X6d>QQGX9k^+>rV zx$WZt^ZQ$MYYU_QJyp*9I5+dhQ^$Qz&Ele^>Q3DHz4^no?XTC`bBE+trd$2!_6w>z zG1>A$^}Oc?8qJ=W%}ab@F79Y!`{wa2P!6@&8~c2Ijn>`BsKVmcJVo(!`PYBeiwd|r zK4&iFC~(DPk;naKW?9MWBx=&?FRz|H(IvwDZG(UlhiT9f&$ua?zt2eLA59UPH!I_J zz0~bR-+Z<PXzdZ5y3YFIS&<*h)n2`myc+e##Oz~n{8Rh0Ctl=c`YztOaWkJ{i+~cx z$;-<#o7rZ$`fjy1GPJF0)a!MdyzP^}@0GhNt`yCg5Uf_TbCuVGc{4K;uZnMGS8NHW zzK~HA7FPT2UTtL1^8Bn-+`h@I3_tiEt?YDq$;iMjXJcT#eZpFW76GT+SE+fa26;(g z*JfX~S}M5s$*+3fN9{s3EP>^pKU{lreW%5HM-Ig=>z+J$k|DGCOYTAS`PUd7o~~W- zL#N@`n##%An{Iwi;|rOoAjGw#v_-&a#or%EJNG~PyuJV0<qH=|dHPo7{IOwo6yRMh z7qH2_>|wwCKZ%EiUbnggoH({#uK(XT(=eHh!NcEng5C*d@0*uxCJQ)mEc~t@t!g6G ztH5E@_$2DQoDayQvKMWFPy7$+|LgHzTlMV+v6G5^Y|n(t(oELe`+cysrsDCb-<o!I zH}~|vH7K91=-2Fa{$}Oou3HOLuZLNj>C5|{+S@g`-`##;*?KGc>xrK}CKWyXdXUrh zmtI%qi_a=KGk)(9Sz-0qKI7<F^XNV6A3gr3XTKz1HHYGtrwduSzU=4y=)7{0iV$aH zX7@tBlN)oxZ%q|?d!*oQ#mlIqpiix>J<QtXYQeLk6ZXG(!N2b9evim^Q=N~$FVu9s zmJq(VCwgTKL&K`s+gYxq=|2u;WO(p(t;o8$vqd-99Ol#AoV`iViDO}y$K@86u!cE* zPptE<o}eP+IXN-v*t~srY;#|)6FHUh=<C+r;$!`CPYrL?{(02=eHBC3c^~<0R+0<~ zsyPw*(|a`;7|g?Wv&_kyQD}0wtYq`EXV1bM&pfi59R6od!MiyxwfoXP7%MsNiEZ1t zn@8I8Z+k`2?J2p8uZ5(VlAk}~lw0gx$s=uAo9vt&dg^1U-QpOx{!bEbWo6>OK6!9# z#+@z9pZBP<uj!junX_%~Y`?4;E`|@mlZ)Sq`I^^En#ITvy3*Wu4cl#P$E#N-+`Jvc z*mb_W!vEXHd2b%u*3EG4PqepZJYn(q?2}GmkS9K+9V;`gIMLE-Ut?Uo?*E$)A`k2> zcU4?jkhu8RZyl=%UcGiL0>6w-rtxz!a5PPr{?_HC<D|DA#CX~sn{%)4xnGue?xN<U zN3WZ;w>f<Hc>0^pgLE058GFyZdSzv8{_Nln^#?~hd=sNK1_c`*h?_9sR1t5==^nM_ z`GuyxI{R*#>u4}KwjKEQ;NMl92K9%F&5E1#j#O^^Dfv5{MaN!P)X>$+;p5M#(#Ff) z|3BW#8z5tOJ^ile?z?>}U+=R!cdNvz(15!kK6L4kB5pa+jTdv`Qy88$u6-+`V5Q1D zXNURx8NB}vZhUfJR`gNFHh-Z@Ju%leGDxLYyx~loD9q3>U&ySq^<j>EHp9N>yB-He zcri>UEckRinmzuXJv&3g^q9?a1z-0tJn;Onf_cLqr#l{I_Ns5R<sGH3KXB(*sPEKm z>9qLblap*WmrP{y-(9|sk)irj(SPUe?RUO>$<h#s-#shr%v}kOcYA~i4sK}SZhrfg z#eVrdy|g2Te>{x~=U*mL{VACB+x@RK#sZ!NrWHFbTQRgPd~7~@nl-}_hQs$RPi18Y zsL@}T^1(^pj6vh;mw7qcR28S%r=}ck`*USR^iIh;M<<svGcbrt>{Ojl_H@~~DVv)k z85kBEQTl)1$l84Oq~w)Hg?FsXIqonmaGmY<1h1*FUQ&nab_s6P-_!S}%C+nHxyNyC z3<?#M51;2=^k+H1@a}cY-07hY4lpsSp1AHw+tKerJN!<&ZDMpdd9Qj?sL#4L0UU~7 zS|@p^m`M5ht$P^3UwKRV;-fe2yByRe<g{Ol_^rSB^Bu9oe6_U(Z>G!MwcT{`qr|e+ zcVBn3NU&Y6Tevv*<h8k+oJ}#-_1ZV}7#I$GxFfMUJLIynC6Ajm|J#VOcMH!%mqmT% zd(NeC(|Q)Gx=M^N$C~LI8D}(~jf>k^rM>t_p5Rx{FxCGXD(sCdlukr(GAN{;KJ~cA zce(zJ%?yvG^IG1x(aXs5QjN#$@unP6#g=_3-gnmM?OP$FQJ5q4e*cbBfio2t8r<T1 z-KESfotXG<ddB-V><kgg)6X|Po-KT0u~d$_|KZu~e5P|^kJbNGS<J;S<;|Tn!H3KD zZYkOvwyA9EsT*SRlAfmBKNpdCpseWX&Puag5)3~iC#J{W+I?%Uq{GQ`cMWs@ziUg@ z|MN&)@+d=?GW+y7mKP#cuVP|gYgT-)t>jPZ+ZW3wOVvGCI(4=rgT_s3DYf@@|Bm$i zQZeq+=kxn~Yj0vo@|nWbJFKp?=`gJ5>faZsbbI=dvVv5#c!mD{z5Aw3XuCeif#a|C z9m%Q}o_TrqChxD4Iu$m>lJ82&H)dad2Zi@KE-x=gDgRHMcYK-KgwD&x1^=&2nvj}& zhn0unLSfXl%4C1B4KjDnc;&s?ag(`WZnXcq$Z4ySv#k$DT`K-|PBhy|jsG?mlfkE$ z?H|uJ$}=QX=iiFln)didVhkID!P;kex2|qpew*LAsJVX5i$kdf5<JV__x*d2W|nAF zd~;9W^O<4Y-*aawSUdPzv)`z=mt$$UGV$ik%|*fym*38^J2{(u+ucX6IGWO97#S{n zytSkF)1&w2bml*=KRbcb>dZVV->S)L(%XNo|C8v&aCySX6hq#^U(Eu)!XKpDd+Wc* zUY%}};BdI5{my?k;ZBz)yWT8m=aCBv3AvJ9aB=Rc6Ag(cH&5QSbMI{*F2$A$?qBZL zCvpAjw3u3A&i>2qU*UVc_wSw*E>N?+e}eVptKVnpth|r?Yv{CQZT#0a!<Iww%F#3T z3#}ghyZqW-IzC>sZ0kGUYkO|~yk=8<f;F>!-RkFe7GHlB)XkyTva7+}wbX2vR#z8~ zQ|GY+0T#yz;dR*^@?PIOYUMV|w+J}JUX3w-oy4e7$mVl@*X^B#F&QRNleOa}bLSsw zS6Jf9q1bYvddJ5XmUI24PoBK^^2<w87;kFFoends6L8|F6`0~M@!$57s_vS9Iqv*y z6L4CQyd+)7W8zme^Oy-?OGR&nwg@=Aur=WqU-a|1-%{QnhJe%S7neD4D7M^MSh;LM z)Q+3mN<w$#ELpD&ZUSw+e0KX0t`qNSl%<z&UrGfv6Ph&?SuXv^G|Vw*5pd!ty>NTc zl9MahjX+I^7s-kokIp`?TcWzDDHCLo^F+07lbBgDzb8&I6Sh1)Ya6IJ@cx1C0+YE{ zx5(J{b}g>&S#S;1Zs5z-t>bu9nsqBUOH{E%ph{d<?rf%R9mAXJs;Pn59EvRg?OWyS zLB4ly{Manuv_d%Hk3x&UD;5cmpcUgWekYEFehm<*Ed~4M`}dq)tEa8KG;FtlrB$qV zaBytw+*=I-PAl$OS=M!Rb*UtIzK?sRTcfga^&}6Kr%zMY$L%vRG7Aa_SYW2yB9PU7 zu4n$DMM|9!IT;BN@%oFlmF7z6`110e?U}BB_Dog4ZBR4FdAaQGiD~^VpCr%LqzEiH zcxlDDb<3^^I&o}uetv|1=lQb_KA)9iV7PGQg2wt43&Ow>>PP&OzexzpFaE~RFlWvj z7oBBb@x#me=Ig6fgM##kdhh&o6Ko$J>kkeNw=I38vXzmM!67np<*r$?cFnr=@$vDM zxg3gL9@gyo@iO7tjPLK3E?c*1*}7HdLX1s}ew<&jK5lQ7>)S8uzg#`inUb(#^-9C5 zSF2~utTio6a<YdS5*xB*evT{^s=aLAMzg4qQ0k@N16d|7|(<eBSm7{1U2NB)r~w zhHcQgb$PbC%KLk}_f~z)3V3^H#tiK%a{t3jq<T-LT)Tc<ToeS39zE(h*Z%#xcYZI` z#JU+9{FVp53c9;xtGAaoBZK{=7J*+Y?2f)!zG8)klA_f-TZRYkpKnh-e(wGCI(~+i z=jTm4dN$hZ`_`9>4_~`xexbOy{O|Mm^(U%gV`C$3uvJ%E=g!T0wzpc=t|-EakD<e5 z(aPZ3D_25mYnNZUe*LsrZJ){3Ek&O{b#-;0pJ&a^Ak_Kf%gSJe4UcB$U%7f^&Du3e z%F4fQ-pI(z5)%_+I&hR*+{Ufv!G@bww{AJlne)%0s6}S^nk^yj(b4YFzn`3J`#bri z|NLJ+f6kmSBO^2G*3Daa_xHsrO`PB>)R}UBU+p>Pwhg5vC6+SN7dq$P-&gzbQ0u(3 zw3PNp<Mc`We(SvU)_h&HWXqN%TS_i2a!q;a85LFN*|~D%%Uz|f_eF2*(z$l^>dPXF zS6NvPA3kI-C^*1SYP$92<}}v&?{inK)NDUH&$Ku#HC6Ryq|(GUcXk#(Xkff`cbBA; z#E&08me?Py{;G7PwD!wQf9G#6UYFZcGd#HQ@v*0;=f=W~3?JtI|I@CsY`Oi`&6~Gx z*-|ria`BfN7hl$0ez)B2!u9L%yK+u;3agu#m@M;|859;aZQ@5KD?Ud7?q;!=KffRC z*!Z|l&i0$?-=+5-`Q~zSb3Z>f^YFuh6WOe?_H{K6n^+kRJS-3q6_vNE*-`QF(Vstm zt|}@{;hk?^ZC3N6KyUi(&FSYInc3rZm*u{lWx8{H{Qqs4!VEQ^&ziII%P=tL>gw{f zPo6gI+pDYE%FfQw(YJqpf6v@7bLPxx)5P4vryJ=sA5;)u^4Wl`dEuHhG8XCQzGq*b z*VpqW^KX@_>(TmkackGE4GjqRFwe+!*V~=N&(EAW!^SIB^7Yiz&FSa4S`G=T`!O82 zwA8y_#%|4m1rOf6`}gbXYw!C1b4wl{`zmd|tNgv*T`|Qgr8RecXzJ*waQq0k$;`mX z`H_?JBg29fD_$hLcMvOocjIV+fr^l4Z0z07;^*`4?kau$PImf2y(jrgKL=jq<Ktsc zus-_p>GgOcBco$|lGSf+eAHL2K6Uz3iKWa$4;29ph6cCAKYiwE<%)8(Cffi1^Ywas zw~LZg@3+hS_DlyF7@75sAJNd#@|$n>*Qw;oG~H;i`oCLCgfHdq|9k9d(b~0Z*Wcf< zaKQorNl8hI>TmmMe}}D!iHwe}e(}JOLE`<>(jOlZ*_s36;^JasbCZ&azTL4bV%qZU z_j`5!c|MYxMgRT#Cw*<bzP9e(FW>JA@Bj7c&(F^c4=jt8Z0qaW!aw`$zKK(oELyaw z_V>4~+1Fw^`p%s=vEX9H6PCRHjm(qPe1*D?HnZ_oO`G@c_xt_%cXx&E(sf$#`o|9I z`(54MUo3XXYgIEmIPj18>YZ7qrzf{KC0<z6x^w4FhJr6QF77j{H8F{liT$=VdOO2{ zEn7^~)!7+dl<eBO*LLUHoHHpYDGUdCB#rm?yivS*?HX6Bli6(Bnjasy#r03g{Rj*T z<KyCDVyLYA`RLK3KYwaKo;{jikYOS<Q=rDqURT$57w5}+d#f2fJUJ<>>+4%;y7j=# z&5RC86K(4LSg5MD&dIF(`}O*h95-+8(?^ahdCBm8S@ib2$!fk#4avv*I9Zxz%#dK1 zVV65ANB;Q1=FpH3hJ+g%5>uXLM$P(i^2{7V=U89g=A%{9=J7G`%iB!2DWZ6#wdT%E ze)s90wX`o^xv^ww^4<4cZi_8%SYLQqvN2-L%%5Ef9ZyeBH<ak9t^O`Kdq&Ogx2M?o z<pfv~b8>hXk~UhHnojjmnCPLRfB!?(-o3Tw=2}~4e><~ZKkn82{rlhin6J4u@9w6} zn^#_SyLIc<+5IdgQoTW$eShZOyL~9>%nZX#rOwRFUH!#J+bxTqySca=Id;rV#{S&X zqOH41rA@20<gmZg3DXeq>b?})XPkca(v>Syu6_OTWyxudg?dkwkMqxtbrDH_no_@l z#j5O2MN!eGy;G`_Hb(gRo;`JH*6F8{e3=%0IQRCp|2!MTa8py$<-W7a9v$iA6yAHR zS2{d2GBqvj+hzaPC&T>t`xiR5*Zuwa$aC_);;-}Tt7d;!dmXQJbIHZamoHzxe*XOV ze!Kd*hlg6by1Jgcyy)fS6&4oe)cD|R8Ur66pQNOu>D8;+VQUgLMlb|KM^}G4BgyUU z&FbnZ)$1m3WL@lT85tQ7QBiGe?VT~}Hg4RwX_L`T%k|sB%C>xaaex2*y?blDyu3U- zI2bDYXFAPX80YVE=JaV}0|SNgYZ(~0y}e&@zqz{l`Xp8F6Hl*P38{;f-Pt4XD$DNO zIdg^w1vgf$S`}$&`9yQS?34)t^)EgwoHJ*RqM!3Qmw7L*t&RTv?ymWo`wP~cixHRl z_2Xo+`f|lf=WcKRE4RtYB|6&L$mr9#yVkZ+{>PQh&a%wDx_$MjQ>WE@KAbvzdUEcs zN44@&Tny#!?rhw)=~Z%Wt)i6_!@i%-W<N7GjM`bWbk?k>xVU+9*RJjF??2ulxVP%t zpLe_8GaNW`CZ{YxfniR6*Q=|muP<n1uKxOF=A1b^3_fbX;o;&8P0h`B@7}5V^>X>L z#oH3k-Ps8WHExE>fB$H#73w^4@7%dlmx{i>yUSpZ_vc64-m0%}ZeF%mU|_h`(o)eQ zVVL?UrP|sWTsiG@zA2-4#TAr{I}ay{i<Xw~efe{9_UCIF)AVAumAo{{5_O1-v{Xs) z^*AAQ^U+am@ujC1E`06eeEp=!zvv%7e`aooxV=5U{>O*J)YPTDy=V7Seoi|xNAtG3 zpC2ECj*jl*b+NxKb#y-d`dYs(?(Ma;v**se`{I~vVf40~jhi<8dVFHy^Yio5)6=7) zqQ1SjSis&TYhB*f(vp&zc5iR>_gH=o-+4BbZ)cf4efl&kENt7hZBwps3agd8zgK&I zU#*sw)?&BbTia@_BkylaZl5~!>c`~cLBYYIA|hYDd`&+y$1>?i$FgYUmR(%40yI=O zoGy9jII9SC9({D<Mnt~6{HwC}>sGATv25A4-6wym2ZTEdxTKXm6EBO)kBYjrpplvJ zK~2e)FE{=zfBx#xq)C&U=B-uN<&!aZ@bdEV%gg=mZ!TZ&6W<bWU9|Gomk$pQzbx6c zXOB&6o6Jw~cgqhx+;H`3sPX2__9x;jz8L1*-PCGx*2mks+a~(&<==I0Z(UsMzI@4& zjLgilGYp$=^$7e5s@e5}k-=>C+I8z@O>O49;;O2qmX@CW{q61V6)r55iw-XT{(Y&p z`Q*vEy1M>zEDoj^tvt)IQ2*$1i*L%^XVaKP(o@rC&YDs8uKHoro_z<>->zSwk@a%2 zx2NaAX;Kd>SvYDv?OwiVKa#fj>XoZTn>X8ix1126v&_710;siY{j%jpW82<>todIH z6`B;hPM<O{HCe$6ZtoXAVwdV?u3c8F(4_FArp`CF^fUh{g%*LV{&RQAkECs8d=MHo zZR0}4t!uf3yN^B<eQG0je#>snt-OjY0l!Pq{xC4iJ{uMmc24`p96c+C>C>-YxnN*m zvcL>v#CE?vd4_=S@Z+%&9ExA^FJ~SH^-uoJPDE<8+bxp6_bKqxwnxvOab>Y8wg|l1 zu<a4MVvE2p4g-+tT9-S~(tl&t`ka}|+-LJ_^3vP0V|8_)Qrj<`soOW{+lP+d-S@X0 zpY+qXz}2a$D*9ux#mp#2koV3O{t{7EO|abgz5TkSW&W$&qx}~Xz}94$t2O`GFVxJ) zG_xui)MMbNWyw9_?^a{772KtXkp6hsw|l`fP`~8+@%;w(?;SeSq$a|}*)+jK=(Iqm zOVUOQGqY>AkGJo#bmCCFGVR3W<?a0Pe#<XEefspJ(UT`nZj~O*HVqBU;#6$8u%CbW z>7~=|`StlNpO&&^<7Zxw2PJNq{?1%JNvO`zFy7<BD^7-{3G4xjF7teuvSo{u-)?6P z#TF0wv~PzWcfPY-bK+T7M_!jHlcM5-Zq}wRXI4E={gdwcXG*(hX=&0cGY-WTyG=`; zJb5)sDr;-@4~CDyvBCdegy!n@uFzSrR!jJsVWQR7=N9}ADl9gIPM!MMXjSE>Ex%vh znKi5G)wK9IU%r&&=H_N?Rdw%^ku=Yf+1e%GB!8}V$rIz}|G4h&-JY!$;QqM%ytsW; zV6gUz=LRoM&C)uh#OXhAVmNc9sY7t^wNT|Py{4v_0s8JX6=Av}UMp^IfAZwy<Zauw zd3kxs@TLFz^HWq*^ord3bLY?JUtZ>W<yG{ZJ(ZJBrgR<UHQu(f_<2y6xK6}}W#6j{ zOG;vP6e#Y@$;hbq{_gIww;YOB0=NCm`BGBK&BeVtjj7b6?oxcn>6IsDXBcLf%$nf# z`}5XM{hkwMXnLNRvc|W?`{=6DqLR>1*1oPiOu-*R!)~vye}8YUqod=&g9lw*T|a*O zXlZFFCnx8$aKf$ku^lc-St~>T{{AlBeN<DE_q)fgy1%>j?b}ykYG`=z=+URX@4qJ{ zCK{H#i2(IV?PN?%x4LpauWw?RWthyi^$MSCm%Lqkj51@@+zE>pPx-e?@26|6p)V%` zm-cIJtyY!;+VlQgRdQntzjW8dH%M7$_2dqhwZ08MYW}^ty4pPdo=xei5V7vm%*@Jn zcXsaCvnTm@ALD^vUtcf1+;{4fmsGFYGp~${6`h@(yLRoGJ2%$JiRotI`FXa<$9g_~ z|Gs_01`Zyco~|w~Zf;{!Q(i7EriPv#9)5m)UteEu@6#tvoM>y$U$S7qgBLGm%$UK! zaP;U=r-c`eA9vsN>(9?(adGj50XwR`W+f*lo6WY(zh@)YuYR}Y^Ru(NcI|R=bK70^ zR!O`5-_PYcckXO!Yin#gcyDjDW7_lRfPjF+#D&wRPhYw6<;BJBj1S)3-F@!dIVmYA zGc&V|8#i7`6m)tK8z{8mnX-z&Oxv|80SCH{1|RD$FO&QH^`tnjdCY_K_#b6X?T^&W z``JGgnVLSD(z8q4lxwMtly4s!gAbc;^F@QAQrov~t)Jd*nKjEx@x)~=uGh18E?&92 zyIfmKYnjhXrL`+otf;80jNMxmx=eiP(xp$|-rlaQt=-(zv}f<$*RQ1H9-W%1UHt5f zr@y~_(UTKLI)$B`oHlLRbm;Kmqe&a5Prv@)U~_j@*SEK~#U&(W%$jwp#G|0FQ1P>x zq2a}wAP~9h*52xJXXnEgE?l_1J^%jBVs&HV&3pFL+}&0Bq)k**R6l;-nUg1f{(isT z+1WY&&JIU`BWofzD=8^yX=}^d*V&|;5V*<C#m|5J>eb%9zH_HeadB{H=;_H>7CpJN z)cf?QQ)O>%Jbe5(I3z^nw!C7?z0Mq_x4$lMs?4^^_g*mF;OBu>Zu5V00>9oqHQAEk zz<yb?(vyc5%683{nzzGXez?B6x{zm!iDlg5ovcziu43MSx8Az)&gENF<yz(0xnR=m zTbvwAmo8nkYSpV(uQs{b+U}h+N$4h5>-zQj?S~g$ep&qdTxeKW-M>GUk@6-P6IQR* zX1I`Ha`T_2re<qv>%xT#ySloZ+xfnJ{MgyCATIjE)vHr|`d(jO&o66L^5Mb3?Rj^V z!cQ80e|vj-;bS+x_Qk7K?aI5m%Q*eq1ZgjoNxaf#8d_SnZrnIC!|?Hwlam<~^!4li z|NFaYm6osXS-aX_C+q}{o}8>MD=WL)XQtEg%dudfAHUD%ZHs`@`xVbFJ%_CYXqx13 z<=OYEHu<x{84eU~lICW(vDoc<Rn1E`!2@$UHitgGw&u-+=XI}+wkYw&yfNio-6>SJ zcAL<_mwXHtyoDJY8u=IkBD9`xa-P07YtN}&)i19q87f*cwQk#1mYbVfTDmodNmNAS z#fujwzAUn;`tqVr)|!i(`(;U0U0q#fre@^z%a^lnZFH=w+t=9GxTofDwz;Wk?WZT6 zm-QaJco7jC{Q1Yn$48DFY2_AQwQ{ATq~yfa-qUm*7VQ)j6}`ONfBNLf%nVHmOM>-G zO-+4$eT!}$Iig}`H_vVHT>JXEzrViTulelz|KDHp{Che1`TDgAU2opJnQfjQ6%jFE z_13Lh{rvoVcPq36O#g6PzCOTPH*?QJrtYIHs~%}R2p1I<y&IWyd*P3TjEPB$=KY(q zddX6yX#z={YvXtr6s9$l>{Ik-wh|CB3_QBl+$co($J)6r4<0;NuyA4FvokYqZcd*p zD%USAEBp8F_xsEZt5&UYxKOaYW78(1qK8Mj#l5HN`TF?0xxHPV;meDQ%?eUNer1=O zpRstx$J^`c`>O~|<eV~fYHC7)LawT&rY5h1!GlLfyIEOTQzUp~t-d@u+RZO-S5jD* zXf#ttOj}Fq)TvWln-YC}eN$7HwzaV_JbCiu#p~D14VyO?`}pw8KmY&h_4xF&v%Wq! z$b8c`W&Z4m6EAiMD$kPd1I;Ri1qW}={(i6NkdtlfU03es!L#j+^uieyFa^XMWfhyv z>ZQYXyyoJ||D_qvXD_npjgCI9+|k4&7p_shzhlP~$Cx_S^QRQ|@+^vX_)@%MqI>lm zWuN-6&~w6tm8GkCuIVu@S+izO;^8(??XWp^wYyfW(z3O!y|l#BNA2?c`|=Dqxw-4( z_xs5`xxcU0dMD@f)1iTZFR!i^X8=`J#>T;Ed(3a-l)1UF?aax~KmV}6Eayf*eEj?= zQ$!>sEpu;eS$3C^AtokfTkdVOxiuEn*7>)$`G$vIKXZnM;o155`*Ut?x^pLn;l%m# z{hghPyHB1xxi)rpn1+a5)t49j_WwS7{J3)6x__U~+gIAmn>1<CvSrJfnw%ahn@p(9 z3tsNGx9sh$mzS5ne*K!2$uTJ@sqf8QMnR_+vVoi2eSLdxJy!O%C{b(X|8so#{~fo} zXBe|59QaaL@Zfi{Y?r)ktf=LJ?p3Y|Yl0^}{%*c3vP;XSLUhlbQ@8GTImfyBJMQdF znmXApHdlB3x<zq*KF<rLtXOO!Dk8F_`1!dF8w_M+Wxc&mzk2oR#*K)g_&K|G|Gu#? zIX5@=?%lh-zP=~_@$vEP+qbW*tZcD+zn`C9-R+4}EsLMs*;5%D99(>?N3z7~@1LKa zJ3BkAtgIRv8>_#+%Pq{Gv3hlOVd2Kjn~itAdh;eGCPv5h>96JU>!fTd3@nAE>}q~o zUhaQ#*Ro}4-{0Ns?d^5%my?x}diCg$lfaR4bFF!Kc(!cW;y2f-^uYnfP0K?(JWg!C zU$=VY%ANK9>uhcJYKO0Tb9eXj!w)5-r1I|U2vo{^8{^m_kky*=jiuD>8$-j~$XA~Z zhMDaP+<Ps5Rw@sJ7jwPMr^zR8mfbCI+@-x{XUh{ISGK#?x~6_wV)SsTMmM*YNuj<k zQ^ScB3qEpMd3)APQeE56`ug5utxC&7nGU=4xE#7VIwE!!r3M8B^~>3=$mLLMiE=$D z_mzL5?fa^uuTNZF{{97DeDddg<}n$r{K;3>Fx|U*#i-2u*aW$v9xb;v57+x53=bmt zZmi;1Ba+QqGBrp(OrYq(?H<pYdrF^d{QKldN{@VtKvnp6d7D2QZhlTIHL2_230<|L z$xCj^6z-=liq1)ucK=$*al~P9W4OOZZ9s6e_Ng<1%{IR7vHNcCj{kM*`t|8iptdaE zIp;YUCL1<xeA#r9S$5AW#+Ch3mn~am6R*P5l%S!#rzTK!l_<w*)_%FE>8aN_Ua6LT z{c7dIs?E*&Y8t2^x=hi}Z|*$XgV(Nbtz5iWe$v*ZZE-tKP5!d!dZlSrR?nqVR!j@_ z#jRQ779PIv>()zYMk|+BgBrx<zYRVzGekvoInVv_>eZ2>sx@-{E{hvit=iMqHz{a! zdX#dDz_0RO2_Kz<!j{dJSRJ$)G$#<8EBjkBbH@}(Cl19gj9Ufm*Dqdq{gDfYVvE(f zuRk6xU%GDzbauhEj^&bfjZ%w%lYGGIkB1ZXe17f%nz`S$RnFe4t*z~f6v+39xpOLV z-@c5DV65D^vzPS~pVg)4V-K~~J<?kD=+*v=(78YJroYQ^mHx>5?X=>zHpX*}0!|!z zAB(P!zW(c+Im3Zw&}4+&9<#^bUd#t@SEZB*6gN(D89;&o>IZ%}awuNmM3H(h`B=Y$ z%0f_wqt?Xp<jJe1rdP7Af6#oSzP(BQ^NyUutv#vkK}KB_SDu|eHBs69Sg*AETBVkN z>&42NKhNykf2jQZ+gY4nHa==sP}n@B{$bt8^V2ug{m;+4bGfVg`a74n9lL(df3DQ| z#mY(7y7JSKwQJW-nk3YIc&2@QovSPB*5kWBfBt-XOQ!JFUuE6m`pYh6m`M2s23|aM z>eZc{#aHAw6t8T(`EB#X%U5+Zbl%M3{L=W?T}N@A_{V=fnvwN}+26O`d9A-nE6bH3 zAYT8}i8E>(N|sMw&J7Q}ayI47-QDII8X6WBJ65dFu(PvMS3iFEu(O6p(C@w66FppX zw;q0TbMx!huR)Es=H}(Tv%^9{T;4VcIK_fmWs6!r@6KVWo$+I(xVPN%t8@0nen~EQ z)_CMkwEpT<KYi;Si%*@_bu@|L#L3h3Q32YwRl3hVUmv%(>hrU+!OQ(pH%3gGHtqSj zxu;K`wk~@k!LTNNf8D_*)|B(qYF>A_Ek1er^y(EWSXfvty!<j<f2Da{Z)fMr>+9#Y zwY6>D{JEK(|HPxm$NSm&WKJY)Jk~31o_=o5g9i_mNh`KoSnlk(VAi@R4zgYHj(eZf z`JLT3yVZWqd7D`=75ck(t=so>GWRKMt&^?0to}8JtNKdc-%<TN&(-zl6wTlzpvf0~ z{q?KE*Pr^bXw#N0duo4|rKY9^1Weezy*xHnHgbQ_(^GRSi!WWi+%IEkRQTw~gb5SY ztXcEnL&3&~H&36MR(yD{XwjnD-``l-*p@9@W+wZIcVR%qt1FtUtgPDF+Bd7x(w;5x zoP6leAulhlWj-^F%HBlC^{b0@@Bj5mTV8(tr%#`zYKPCWD0C_lZV~wPB}F(Re7VX5 zg{Kh(ALPHU_`TOk#Qx#+BL6?@KLqCW2HZLJaL%n;Z5|8_pI&XBR~rx&wQAL>RqNL2 zMPIpmSzEI*JBhIYZ{zgISuLq0OO}X;iM6%0X=!Qk$y!}Geq3Ei$!Qz&%LfOWO{97c zCj9vMv$eG~Gb7`~wt2SIWj{VVOg`Qh8W0e%t7PS*NkK6&clK6)-x2ff)6>&0OLonk zJ$w1`<!{tD6t8G%aJuCFyRk!m{Txf-$&R}F>;GKgIKmqG)>cKi`irZ^n(3LDPSMf3 zw{6?DYgg2^h=70vix(?LFSMxo@}hx}xu>Vc$Jh7s=g;2W-Y0j>n-_PvkN4B(&%8W5 zPo7G@D^1DDnl*j;^)1{C4habgjsi*(U)<YUotT*T{QUgsxo6LxH#an#xNcJOljqN0 zzkYrCr0Jg3Zf<Uu_&5~5=ue$E>!6IJL6@uM{`x;FG%jro5nXY0`-Hjm9`)Ad&tc6u z$;{T{k6qo}Cr_3L4GnE{aJY8*)TtA#;`(tqvAe!pSm?Yye*d{sr;JQYR65#L-ncCn z0%^w0>WGYtWMgBy6vkyW_ul$=dvWpUr>E<mzV`L&*Ug(ZFI|1}=1n#>wyLVCpFe*J zc^;NKaeaNfx3xk`K>Es+D{pSC&UZ{)IB(s%MXjG#o|V5jxh3S;6xYQoUtVtfF>&!h zr}E~BwOdLeyRK|Yn=<9zoo#-uKi6*G5F8eEZ$skYE>Ug2`F63Pp;PD0v&+1sqBi;E z`}h0|+qP}HzCQl>#|nlGwZF@Xg!QJcUbN`a>TrFA9R&}a($bclsmR}O^G#1r+s^rW z_u94}zPTaMxwf`8C@3f;<;j-J%d^VZ85EY=F*QE8x3~J^$B);pUE8#FvYKyKZ*OmB zr(maxb@{s|A1e;G@fH^p1cZm*-&MLgLZ`34KmYFpQ74XCrYUa%gM$};`*C7Tvwl2p z=BMA2zx?~i%%GF{^Wn6p`xR2_B{FU91O-oZT>dTNNJxIgK@+L75z8YvPH}K?-P&24 z9uYC4udi?E($vz@(wrQfN|O_J@7BJ#v2okBZSUT_TefUjN<BL}dwhJnwe{|ci`~`L z)xW>I>|SQFl0f5V>-O!-^B4+VTu@|XWfc{j+9|C5>*vpj%g=azeR1*enVH7->wf2M z&%5h4$D;7#BUe#T(aOr7#m~>pwJP-r4lcgD%=g~CdpyUYH;XB@*qPmY!}+S`O(v_a zhKLZ0Vy4P8MWN0kNrgE%Z{FP8yz=(eC(rk9Zkv@|@Y;pHC|f&gw#<W-YaY$(-N(a_ zBl|X9y#8tG@oBlWvpYIErfP?)sj7Z`ak2T<H_H#7K1tcv{kgNVcqK1~;+Kzso8138 zr@#ln`fX~fetdXXVig+~H&4%b-PFSd@4W)_S3c={^-6Vd?w0U=!;8t9vo=nh>Bak5 zkymW;(Ih5^^>S+4j`{lKWFP(V^78hao0I0u@yUI02-JLwiSZFQ^7Qod$B!Pl^~?E! zYL59w{<8Di=X|S);7zYDm2q~=E2=LGa(nteE;Mt6hDbPfxaI6DjnnDVuH8MqvTjPa z^^X0yQB`g44Wu9Eox0L{{~V|>^y=27%a_&t=jjM=@bK{X&9O+#$nXH0-tt*MU5Ym+ zCudi}w*&2Wf4Z%D&>1K4k;hc>msCDqwTH@)?xeW7r5BFIH0xb|5^Mo#7KzIjJipC8 z`>#jlsuTQg&Mgsn`Xpm-X=wH9RY9*f6kGnywY#wqwEAPkUzCOco;CwiD&zWbzt2U* z(&8t%#XR2UcCFq4M*kOuma2VS#q@q{?8oE=aXn`a#V>v0cQfbKR95bMV|rg>daZEx z(JQ*3A<nYZYt~HJdrP|V;CBAX!>ph+9)F|y<?GITYJ|3m)*kP_v|{b{m8KxM!%_Vp zm%dnx(voQ^t9`e;G(A7{X|d~-EaSVDS&x6e1UJ(DO|_D;FFo|@L38*~9^0ErlUK&Y z$LkAqzJC3BscSMbFQ|3&Ys#calXG)&u3Wvcf;ZN|y?o!t)~}P=UK=tn6j)d-wrQ{I zD=>baYF4*q`QF@ktGRw=Q;S$H<^31hwQE<uygg_I#f!;1CQhk&b|?Pf?(bpOuLRuQ z)zEjW-$7%MDc_;Q*A~{iLBYYQ;ZL7Dsrq72DrM6U^OW0lYg1XQ^F#bYmA7@{_RMfw zd@;ks)zwv7dv)>ibAi<gEdkflZl8Da58u9E!v^pO>GCiImZ-xDW!q{qwwN0$3bn6I zPFTRs;2<En$NcxBduez_A#>$tW#xT)bMx!huT!T^J$Ufo<z>FwT3U;~IdCl0^YQh~ zy?E$ntXZR#l)a6kt!2loS*vbEm+8NHxrwnM!~M^PpMS2d4$r^0r}EX6l{#XlFJ1a{ zXJ>I`W##ccS>}eXudnMzY-o5B85!xh_~MBePF`M9L&L!E@a>y7dwX~&SiiZsIsMEG z!+-z&iHV6dHZ}$Z1|}vZE?c(D(b17%!o-OWA3j{Ta%E;_rlh3g%?}@ZFJ_ojR#u9N zPHkvlu$uet(^GE-1&&AC@7KM)w|DopZQrh}3<lLb=L`)E|Ni=V`ND;Qva-4l4;&{q zGW`3#|G%W9WbEFmsX^`>3;Vk!Ihe+3g8XG#%Cz7jql1o^ef2cOzu_@4TDy4|90Z<j z&GkuocW-ZWV4z{@DUnQ9SJ$JbPp|$Oe`ngXY1{MfuUoT*hl}gew{PoKuU38?zAk2_ zak^hs)vt-l?rMH>B!q+}O`R$#C#NUYy?4(ZHh#I7kdQ6;_xBw*aNx?7E6besDT;9U z&$U{*U_nA^Dl3D!|GYa}v%`ISe9Fqq7|zTzW@j)mHdgnYB_bvk78GQZdTPqX<l~<z zY+iB{78Xuc^R+5{HD&qo<y$%goaVRXFui@{#d+o8kB6UF6x`VvCVJdi9o~O$Z}p`A zH*#`c8cklw$I!x}m34c@-zn3kfm%PSSDzO9`sIt4msg6m$i991Wcb?smY<(%9Ud9^ z^XKR1DYX|CIIdf_j=|xk>WoQ~f+8X$q@-4@SYc7}B0ye#en$t#O}-_~?EIH9OxT(q zK7TGQCbn$hLPiEbK|$|nIxp|;-o9$pt7X2k7cE+pm6dgFo~?Dwj}IG@k85dY=)~>{ z@$}Tx)9aH_v9hXqc4nryUW|lMipS)Of=(}j7pe$s-8uP0c4p?udj*c)!nl<tt~e{L zcjdzmlUX(lSFT@wzUQ2=so|m$f$pR0jW#phDt+S)ZycF5a&d8$l$4}Y1<Kl1l^pMr zZEbBWv9h(d-@j$clr^tknp(=nXxZD}KXAYyZr{Tt#lgX#g4X0M6N7++M8$&xj2k2V z{P_6TF!`8-l$75L14VoL`$vwnyh+H&(9qYPKYhA-Gz&v;@Z~*wY>Fy>e|vlH-o3K2 zvP)qt0>8p9UbwK}^2<-3K253CEBR7vf3>ux=(#k*o%#<Ev9W7sPg}MnRA<_qowH9p zzRI{I`}yqV=H|AxV>6A@)6UQH4Xdz;D=GQ%{eC?^!>U!Qm>dt^ynU%zPd{!?#IBOe zq@<+#`)U~%xcAGkTr6m}yXo2gX07U%uU|iZ`sAV{IMV@ZOUi$Sfn$99{5x;i7<TU5 zsWkD#fddZl@&A8)eSOJy)8@@fndjM57JYnl)c*gU&#$hoUMef#^dfi_M$_v3yMKRw zUkM7{wr$&$AY<8kKf_L|OFed15jv`_vUG`^j)umnb?YjB8hzfs@#D@))=TH6=Dw{7 zCZe6C&c8b6{=T_)T24P*wPMAWS68_i^kQ~Qm^o9^_?~o*nYFTVbIi8w+n*O$NSo!X zSij!i%d4xWXO3BJ)a7>!3@nZvE=r9K1@G_e{qdtBJ3E`<!`H8OHzptN7T2$^xmSL_ z);#eLi>c{W&&g^>j~zR9<Vc6hqPf=PpDIAZZ4;X}+<bH6#*M@6{Q39x>^%8`L-C7e zz^3Q9&pT?XWas`Zc-_*wosk_>yo9Ee9lp0MO{+5ZOdW%QhDOKHq}JBfpTB=!zkZ!x z(n!V3Y}y_1=kMOxmA#3Gj*ez#ZvOcA_~gH`GBP!_wQt|N0TrUTxxc@>yqvPbt@zoQ zj~_o?ymIBsr%%5g_uHSFZ@<6b;i0wB+h4tU_3rNO>-X->+r@Zbp>sQ*td)wo`ttSb z-#>ruKF`R!_Scs?cVhVY`(M3!_3&`}`}_Ol8LGa#0F9^S@BeG2u73R1tzVChc57*A zT`K(Y<;$Z-kM7*L^W^E%>3XqRYn59r99Nrd>lmw9&CsAG!WC`*O;}o5`>yD<JEv;J z|5s@&yy(!!#&U6nOE0&{0?+bR#sdP<f0c`Wdxzf^5ft25^z_t{B}?RNp{ozOCfUkA zxnv!qCw^=1XWu@*ew*4~=T`cr=kFESAhYjR-SKND@4hUt+WYV1LRN2UtKSc~e>^_p zqQ&zwZN9ncMFtK928NceUw7%ub5Y9tFS~EK|9m}l_33lw^nm6>-@p3T+%9iceb2w? zVR?8^Tehf+&YW*w^JaH<>n?ne^WwW}u$7d3ZOPNUb99!bPu!|xzW%|Xv)A8?*fTtM z{n}esu|*(@{kfu_iB!oiRrl$vyEjgC*f;%rkK*id6;a)7SJ)X=R9!2}+0y5@-0`w) zPX6KN+^h>O%v%5&$#LW<ELt?pZl}CE|L;~C(Z~Z2zN}@s@Z9I#zV}CW^|d+9ZTT4P zvxzNu=B*1pxxTrvyl-RE!6Pr(vmZU0lWO;!nPEYS(ZA)3Wqaq(eB36xx8!eWrRCOz ztX=2+?%tk0541G3d!x0@(Lb*le+5jPT%vuxWKVYaiameNC!ckc?Uff*J<9rD(r+zj zyoiAzVd}25C86sWB98rauiu_(!@$v{mlv^N!D3K2acotp`2W;2zib~PL&359{YHuG za&4GHJkaLa0m$gjt<q<=yAQS94hM~DnLpmMb5_0k!#C`TE!fA0P&MOfAuiMpdv!N@ z>sIjCk>nBocdv7zjb&ecS`v8fukM$A`CFH_i2u^r$-klEi$ZJETd#f5R_`CY%e|uI zG{1R@_4ai!`wCv&Sh#McL#$riv0Y#7>%T3@adi&P{`x;xWqQ9X$NTp$YRql#=YM0m zX&3Y~b?LJzt=6BFSK9Q}>{+8ya`pPTvb5UW*}YO(+p}MvFSU`|8oYXwalDuCE@dTU zzVn~wyR6-Jlwa}m^)(!e!gg=_w#UJ1KIi1xxox{nZ&ChobHj#Lix(f()YN=6i}T9U zN6RfuO-tqfI}};kzuy|U{+{n`dsfhJQLTch>D9|>RZsSvyI1_=%-Z9YyZPp7>1x*f zdZM`X{_kHE=l{eX%3QHKb$%VlW6YwVrt$x8#+o(SHUF6St|oeGN}ki5sb>=xzGK!g zir*)|)jIpIQ|#~A*53>xf4_b7%(yL;o9SBp{-U<;Hw@SDT~@0S5q-k!kehpU($355 zQIdQcOlFvzntA8crGULlc1*aF<@{oMwD~^<2K{&&>6F|p>A%-MzQf+46F=eOpOx>A z2>#Xm!v5Vf_WNC-g$@qi$~V2-m;d~k=i>G%i?4t4UfR4||9ihue}7@=hSw+MOs|+d zJ*Uf{p{p5Xb^iRu{?6YF-G_gdO}MMX_g<8XrMhp<%gg8ELPO8434dRj82$DaKU2e- zGt-T0kA2;KLEiMryPz+Yo9esuvo5|_Sz2oIol)$Gb@8VcjXN*z|5aA_V8z0169wDv ze>)?;<c{L&b7g7j|8C6x`RVAh4Hu$4KfYtuQLD0IJkaMW-S*}6!wb>*ON#fmuPi^g zc9!z}6_4A$S$s1re3M-Cas7$e=8xQYx0b$GyWLV}${Uak4)-}vi?P(07M*bMU%q?$ zq*;B8x^<?vjg1&w=Gq$GI=XLv>p!3Qg*(@8UMl_W=D*kB%I!SmTkNV7WEf`cKQN=a zzPDID;re9ToCQxm9<GjlqkQ+Lo4}FA4{HyzMe%Jii`u5JV9}m8x%@2w*Bw0-;=;Wa zoL8t@QunuZ|K`^pL>2Ahc2B-{cg^+p`~QA1`1)?=>Fba4mWPH;`M)pIwv@Ty$NytF zoc1-E598#ecgsc}VtDXnV{_8RA8xNs|F^CDTfhI0-}L;q(}YEzrY3d%c(m1e|DS#H z6*^K^JLTJ*>ihNl+2P;c`{ZwGzx`(L_1(%BJG?nH_2ZYs_t~*C6o%{n-S+P{@9e|D zaUyT~J1$*I6lU3&@h!xbd2!3`^L_tIzh1e>{PF)@9)^?G*H`v@3raCqvY3&f*G;(l zD0iCA#$t&ne+;t!=38H{*=+FkV(q4_Kf7<0zL>IU)2Xf2FP~U5GhBcCf2L7w+L^Dv z_c0bn)jV@;W!=22@B2Kn&(9XW*}wko){Uhv@~&mOp6Ks$zO(MGXaBBQe||Wgn!mh1 zw&VBxz3Hs%esj``zog7l5Z%7YNZ(xj;k(WA>+WvUt9ZH5dAGmIU*S^IpHD6_`^(!a z{J!JyWBvU#to5;;zv})zb8QUHUbS<R@}9S=Z$3M5ef{6fmO3TgKORQ+7q{)|jj%f3 zufV~uLPI||#o*trNhOcg*Khm#E4l7n_9<=_22<0oZ-4hK-=lGB+xHvO=3lq1n{a7Q z|COWrm6ZA3+ZH_fv(@?~!-llf!+pn}@vH0>b(-sE*63HZl;zi)N9~Wke00{n_Gii3 z!-0W;v3rzMo*kNhMUFvO?RVMbH0FlaA0}q<2Qxav#Vy>k=1J-?V@u1O`~JQW6%}21 z`^1FFlV@)(uw=N9u_bQrS~km_8X6h}C13xf>+krz-@JZ5`x(xl01zmUvU+oJ@o$EL zXGb2+{493+tGvtNi#<KQy}s2;mfKc+eDiX9_I2YaQ+RlK|EB5gsClT*uwsoy`s-~U zX8%38`1ev(*Y16hYgeqeali1y49>}m|J(SQnbrrM{kmD+px{G5#c$*NBDL4{?SCA8 zua1k0ONaNY-QPEw$`_tKef{dyrTI2OT&-@$mhJk*Hib{*bXcp=lqojHDm+z$_Rsvh zb=OOYnI-S-Pk8Q9-nf3P^M6M_h6e@(8$8Q5zyA1t>fJq4*QdQ!o^Ml@aBPn2wAx=M zPoF*?x530*-CEzAok2uIgz1?M6GPv;eLGvPZeHHMgxSk-cdx<gtFzq}-@NhlyTsel z_uqW8_$4pa&-*rC_{!qtJG;8F3SON5zqh9G&eV(Z*qv4s2MTrEy5kx3`}ThA)hnNc zg@&z(G4Td1|Kn(S@cHKzKZaSe?w(+6n`G1<&dp#~x7pjPON{*&*N@WwA2}nw#cEhO zb<fb@ZJQ*tGbSiz$H(@o{6X)oT<2!3ar{1S?~=PFCR<Ois-`YI)n&w>apL^!gj>$H z7#Thl$8)zfZOr3)vMNAh%a(1744>sSp2F4w@cOQObcpHZyd{qgG4-w6SM&JEnFA+& z9NoP9NzrHVt8@6G!*|_zWUPPYw5ieCe`(EWI%{*o*8MCjj>venx+ig7vQym;*VVV9 z&*x33T|8xK=$4x@MUkG7t>L#n@N6x;@q~#XW3%O^^}D97Pn)g${Q17RlK=N^POhI& zYBe`5DrU*Kl$9%um%f*C_Kf^xl5%%{dG+n}_Gx=-7#TuCr&j%HyCP@Q)y>7j(|a;C zwwAfFva;xWdNpYB<j!*``>a<!rE1!LKD?awY}%D=VTMztgsu6Pc=VNg+`bC4@?S^x z{e5G5tU`133a(bCP0p#6JG;81cKR&7xJ3Hjr(}-FOA8I(^-bFJDL!3Esek)7@s@e} z9R03od$pdtvSZE+Eo(If3*J)o{~xB$Z5L!Yc<rjT)*10mmnZAD?YV9#6Z_YEw&_(H z$J;f}cCod2e%zRE#?X-V*yr0^!<*%9m60!BJ^g%m``=C9mium6`(Ddj{rB0TvTHxq z*DP86{_j;52HV<Z&C6+i^DX_i{rGg$_-3f)Def4f{9mUg%s*E9R99Vnd(}^-qV=(# z%_kpu_G02^Ee4G<=Y>06WNiPQe=XzvW&P3BYb`6^1bBK*?BhFrz20o=&dFQ;Oun|$ zWl<I5eE)x|*RNl0W<Kkc{0_wu(Vw5=Ln0<ryw%$3?mcOJ{OPKxjsh*q!pvD+T`O5D z88&R$wzKf9Jj02TRifX|tG+U0U<f$7_SL<`(<f~zlI<^7d&IGI=St1XX@57?UvHjb z&EoiE-?_TEb2AfjlQVKY-Tt+8>sHgGjTVo827gNU_a*YPsECNz*-w?947P6D_UvhQ zx_yg||K8vBulH@cyXEHY?f-+~<LlplJL`S%`LX(^zO^&lX5HQL^UtnFi^S3bKTJ!v zD?9XL%I@vw=G#Wb$H#|8e*EFc#ZYqj+R5{070=JB_^6}%^qlTQk0r~_g#?C9o*rId z{HVI}r_$f`CmsuRs=RvB`Df4dbL$SLM&EzGnv)@z`PrNMJAYnm7HLvgwKH^j^euL6 z)!$5<O)H)ioz-3Y^vRQ=`1Iqke|J~PM?O~bv#cv9zqY!^O78u3-fZ_CspYF~eMskW zij`EY4%v0)dv18o{Hv$Mzr0=N`Y(ESk>J*y7cYe_EaPilR{J#Zdbe@%sTte<9`v3# zd$OoSZqweK>#lb=Dj%<VYL;Zeu;%B->%#8*K2o+{wtvmO>(;X<kC}ntbXe;@$;vzB zk2;oq{wv$QBWU()sb`jHl^=G!pLTBZ>yz`0bCWVXH_n+8^W)*=qpqxS&A&nQ_ud-D z?W=?su3Wj|Kkxtgb^8wfY4B`b(<^p%-m0~Sw{3Xmz5H^yeCM8O?UNh(Kh6^6uK!iq zzO`5OYogT3l`GH3?n(Ny!I5w8*SLKi%eQR%aptDX-e&c4^M54YSIAzx@!j8(=j-?i zCD*M^H`uZMWPy8jT<%+b#nbE&QaoE<Yl?M>>BU}6xlsPxEa}SG*B}4te)<0PhD_a$ zEmo6NZ~v-`_hl%MHT!gX>ucv}`Wwuz%f7z%|JK!M|Em;E?sJgp{q|UYzy54_gXB{) za`*pv@aWymJ^gRC#Z6xJ>j(R}Pm<4X-H!>0-(PoG?`BxbF14F)X5N~*iJc+CY2gF~ z4o~HcJQF=s#JZD{liT|~F3oGdu-l^Yi$hV;ojzvu6}%h^``aej%BSo*7r2tW;rDlG zzazEM(b3Ti6Bb`q_Mb0jS7R~PZ~FA<%TG_JzMYrXBH%QC_m?fl<;|+?)|~%(g}Ft* zY3*kD2Of(Xcc#wQn_=7VvDuFIeuL#c#^M#BEf?I=uHT;+^~$K=xir$|xP(8L`{pjB z{dsWpv7i%2ZAEU(*99N0d})s|{;-OjL-9)8;#lc*x&2WWk3Fwj<>j^DVHy)?b#3>a z9{ns=Y3ut{eeboVKXc<y{Gytf{Ea!sx?<j1C9Uij_4i874<Iw=S*usC;LSa9e)8J* z!wpl}+ScA>6;cE(S6KVLX0@01>80>F`iQVFEBKf*e}w*hM^Hb~>AlN@J!xMStq5XZ zII(-vvD?WX7>=7gVwdoJXWj$a;>c22xL^O{H;Fsv_nl|x|Jb<y{==Z^nnsCd_wJvQ zTENTjLE+JN>)QIh{l%+$gZTxVIBFd#pNISZUYqmf)?D#BzM`u?&$nIk?%a}ZKZP>C zOE2SPU}*aDXVbfPdnI$<)i`q~emThTPVUa<75DqCo87-&OEZ{p>n=Ob=FA^!=g93n zmj5OpefmM+XL&uR*%=zLwcA<cEre|{XLRrVTt7{w{>Ouw4@)lUePgys%iVoC_r-^^ zjgM2>H*VghI@x-A++6;7W(SiuY+k&&ydY$mgVmLd#;=$4mTi=OVEFR)i|`4RXU-?5 z#+XjHR4;FzbC-9MzUK#>tg9jZ>C+FMlY1=gw#1z0(xJngMvJfisN^Xt`}pN{!On*d zrQ**q96z}Dxtuq9L$>zZ=kxS*_kMi+XszcV>-~R^7aw8+kGh8#O@1F@?IW?sZ!Pz` zf17IZzfSr4(Ol?pec|bt|7RP07#LRUtFo*8^l-<K9|g<zy#0Lbp6t%=MUT#&m|0ME z{OAAt_va4Jve?enF#n`egMh-O)&vI;M!}0ofhnR}g7oq>a;*zLx^&Tw;ME~}uPvP) zwR*dfSbnbPN|EUSZ<a+krfw8-E!^1<#+&WHqPLsH<Js?Ig|<XNZLV9NtKVHtf41lO zT#Nj7lMnCNEE>c){hWuooR`loL2;#?`2AmFOc^9@`TYGcdw#wD&)omJzn9lmF5RgR zGQWS9ZPovqOQbpfn}7K>uX&}@d(Xe?{#LZk`gz)}-1D8)!A|F;ObjRV<!*(Vef99V z^j>qL;Ojj)v&}C(d;Dbk_qA3bwz{8!PUX9+oh-|<isiWSt|ip}mUR8wtUnL^YiC<C zH!Qrpi+Odd=^V3vHUG}2N7M;8y(nF|ZrvkEsa1bZneUdJzv$uCl1USo4{V&f^}^OS zXJ%G2Fvz_2+<gBk>xEJY+bb6il+K#2$Z-79(a;F3rF;`Cu1!wcEy2{V@Oo3`q3q7` zCk(r`z2`H1!tkMO7vIGddf9dd9)9^e_h~8z!>;#L)&-|huBOEa=j0z>9>#cJ?`H9* zdBXQY|CblGI5}tjIq8xq`r(XD>sjAi`*-*JJ0EOKm^6V|W^<=-`?DA?P1YT<^A|ka zTr#UyuVLNH4RimpHax#q)+OMy;`WD%T~{{+SvtIqPpK@8)I8rhtCg97*}GXwGt{(V z&ogCJUfu_iX8OezQfFsoaVBIWD6H3;>iqKU`$K&5cZc6%P?#S2xot~|6i2jO1GB<( z^M-}jQ`$G|=w7<d>|-Zy-0isvzwZYxlRL@CaDDA`eqS!jPwy}P-pBLpXN<+m#s1;d z!J-}i3PYEsF0~Aww&U*&8CLJ*Srfvihpv9>=l-wE-Tvmyn{939Wv5+#^5Wv+$H)7Z zy9+wyYo9KcHMw*?F5mL;rKZEi25ZhO^jpesBK4AybF-On$y@EoTT8U3PAjZvoABdi zSFlv^KUrl<N#)4rmku_vw?4Nm-0|hk(kaE^2eJ<ZFx(E^Se}1(NA>Gt3q5TZ3`%C~ zdOSP6?w0A3Z_juOuf)X9?l*oUDRHZ&!bbJw_h<iI&uwJk>p#9aOtoyq^{MjJ)zwW3 z98CsBMzai)-6|_BZJ8A;EM}a#c=hVnFJI1_II$pokK&xUbDNu*UR)HvGF8x-<13fU zbk@d0SA1XdFZc3(T2vYOa&b<kD1(L1hqi9^^CzA#e0p;^a3$Nm_qQ+n-sU~8_}h=E zK@1vuD-7bEefc+`?N!#!g}rMP8K$Vs*}b^V&@o!(`pUdbmw)RueLrF*A6}uqJA{v+ z?Qa`L<pl@U+ch#4J|Cvd|My)oQ<TA>G;!M+E(V#JJ5qI46>eJW6Q+A{TkqJk=lWE6 zhK`<|oSYmVZ|})oOBXI&_$7^jfrE!9Cnu-o%ZrIim!>*6Fzo%wo0y&b`uTJB{(U>v z^+-6aFn?kH+rec*;-hanAG`HP*`*yjmH$43nc;Zi*ZtuV^P)^{olXAo$~*1#H@z)O z%X8$@cg%j;FJDz{;dd|i+2-QS=I1ZGK5Qv<(OBL0f5Nx)?Xr7vtZn}=p4&Y+X7&5R z8nvxIEh;1bT(f-NTlDz@kHr;(?6)e$3>nWK&-(w=p6$1VrS&e~$ig|dWT*FkuU%1C z^D#sHdEmeKs;lNj`d+?pL1Fso`F6EY(b3Vdv9W=Hfni}`K|w(wAyekhpFer>=d<Sb zC#=8t;9&FOMT=HEooij*Ct<j#)Y@~>lTE3o#dIPZbmR9{i85$uX{q_o%SlODvVQ&l zf4|>9fA%bB?bokg<?H`!Y;9%jKVDo`_V51xf78JWV;#1-xwu3`M?Zh^<j?p0|4WOD zFJHfIZe|v@DaEt4)^=*a^K-K5>gutvvG(@+S-Hh({(L+h^5@3J<YqSBOV_W<TbHc~ z(OTN1b@Jp%Gc&VQR~I_B|NC}3U&Yf)Wl|$E`>U5PIa?2PbZ|^k>6fv5^!&N|(wQ@6 zyt%XU^2w7YPo2tocV}mBZ?B4{mPi+`w3&pY<jmQ#|3A0?&)BfsfBvd%J})zlSl#;W zJKL;R!tl_!bMFo`GKV}1kFS0D__45nz=Ibrew?#@ucE3NSlDtQ-uOV(h0E6;UQa!o zE`N5pd%Vlhe8qc@KKNAasMY^pxc1Aj#qwT`j*c-gbEZxe-RsyJv~r4viqb@n;Nap@ zQ#6BCZrQNm!j&r~78WzSICyz|{rvpAyjHDPabthIefQTlLEU$Em$$dK$M37TdFW7+ z%E{c@+on#La%WGav97MJjg1V02v=)_4j%`HhQ2;OCue70-!iLX$B*aV*q~@-_3Pwh zbvrw|fB*ietgO0F)$TEAj(z>VkB^UQYiYf^xA*m{S6=5CJiNWVeSOcKIdkUJDXYp) zDhx8#Wj;z1mn>hNo|bm(`0>luTim2KmVMv5W{pp9@aKN}f1th2=jK`m2L-Ko^7;9B zc6RpV%a^yewsszUv}zS!-!ws|e8HVxzL>B4`$yewx6!ZCSG`Zu&&{y}&xtGz`gv45 z{=#fV1_djtC<TEJ6?=@+&$+m|7Fx`)EPht7GbT6p?b+Gp>gwvjneF`Y_jZ@B-?`JW z`Cvg&(WQ$Q7d~3JaG_A=lS@mznHm`w*!bmas=j2H&DIs+nyw%3SL*NYzkb!KsJ&ID zlTXUnR(;t~_;|%WK|w+7@O3g~ITGDRqjs0A4beJ#_UzJGR>zYz8W|aBX>0$i*|&GE z?Ow@*qg|poX0y+x^~+j+JJu`BQ1I!=$)~5Mce^O*P2XMk*sZEv>}_Af?%#d_M@~)E zW;}4?M#Z-`H}BW~x1IXt$&)9~p0P2kTepsxov$Wur8CFghwo(Py*140JCbl$eRB1S zq&4><>J}|pG{x)b)z#stMv;Mmf_o(y7>*<ry1BV|dY;@{{oTgacBSVk$7Z%p7bSlF z{;n>rR;R#F5HL+Rzz}tR)~s0{K71&BeeLVZ%YT$UK6>;ha&uZ_WaP}*v)4y&U$<q8 z2t$g|%m9rPgIVn!DnfzWJ9qAkulu=lEeO0_;MhFFC#|s1@ah%LCWUizER`pE{QCCx z_0y-Wq2f}^%*<Ji-rlR1En@>2@~SwLJ9n$>#=dW{?(XfUp9Y;~YIIOr{7#lZSXel; zuS!PoN_XX3&!1Kg^u_pRx87I1>(P1l^S%l9E-jq?b4S^iW1pBASR8v~EQ`+0GSv=S zvtT<TL&LOb(;O56{!RjI_jq))+tbtY=g*&4T7*0&?b@}gs;Y`#-Y(~=u!Fn%^EWp) zJ32acc6NrSsHn7@e-7GdqOYHSexB`>lvyiRuJln0)|wjPS664ZRY9oJ$=P{xw1~L4 zwY7DyuZZ4s?dkTr?=4xg=I5T-vuEGlS^RvSP35DfPfhFp)r2~!`}q2X&R-psA)X7$ z>aSj9t=hqKV6l6D%b{ogpL;I7Vteh2g%ihKrM+AJ1c>R!&6zoK=7b3j`5B8hZ3@y5 zk&={TJn--D@6eB|++r;)El-|5*PePR`}(@Tb`gdLj~*5M`ttJS<>l(Cs)2Xcu3fuz z%a&KKUh&D>`8?&3x0`eP@!Q+m{TBwr>?(Qr=jZ2;nv;`McbC20RrlA*bJEnQQ<wYA zUGzvREG+El)2ES<kqinGJ-E2I7#8f>Wo2fzZQVM*;NZ#UpKrdI6ScnV=kMR`t*xRW zB3G_m%e%jC?!7y0zdE+=e$T`9c(T7;W=6)2($`@jAyZy0I=E)dniD5HmIg_RicXzA zefg|R7mkJDOTwqi>rLNX^77K!=<S!JZ$<1VNUW{hyLj>9_3PI!eY*K_hIQGSg0ix* z!or82f36N&o0XLnWLjBKapcGmpSf0FPfgXny)D<e>dT7VyLa#3zkm94@u>%rHmV4D zg10W*-<;mRf4_bEVMd1d`1`TD%UIdiUcG#I^Y-okUoQKv$_=WpiL0pivBY!oox67@ zPoCV)Bgw>|;wfiQaNx|DHU9JM3=IueDP7;Wv-o+}(Ij_wcWZ0w{QP{j=8KhggXA}s zeV=>&`RyAwX3U=b`{&Qxo12avKHU83#q;OWCrmi-{B!xcJCfq!%a<=-zAv&x;8mH6 zvoo{jq*G#Cp#3IXtxAfDiUtM~?!AAX{^&@ju$oWAmJGqY4@-9zK0emMDa^$^JKydf z_omI8@7}o+GC5yMP*6}@FUF$wmx*qlz_08zId9(G%X<DtFR1-|&1)Youdc0Iw@#dR zacA*!Az@*DIUA4j6-T9{q=bZoYHDg$ty*Q4cSl34`=unu!nl)lE0k?pq7Hw$JoC+) zH!FjepL$wkY`po!ix>N9e_t|=Gn}Mio_our_?ZtcFR#4(d|B(V3&sLYd(Ssl&-@a= z@42_==)r@H*Ne`dJiR!NtLEL}b8WoRYz#bVpPzIJCm-tpZ!PIw*>*7D!4psycipRF zpDwS~w{_r9{BrH2t<Bww*RFl4oSgrO{R;<ZUh#UQPS4JbJD&U~?yHll5qIKOY!PtM zU;Ft}@XX4ob+>ImOTbGf@4dfu^JeKsX35b`omG22e`*G;@t)GJENpCSEWE9&F7~5m z&eP2m&!4)#mreg=tS#uov2dNV>Lpf&<o68u=bEi6&p$f9^NWK?_4&V3^!EBPfTlvT zFQ&Xdqh8cBA$;14mG;>?KQESN@Jr9H2JQ5;dcH^b9cV}RI$0s<)vl)VqwAi`wS6KF z+7Ww)K|7W~!_#Ksin^zb`;Hc?-FKMBc|c1?BO_9sfx+QxUS`bEP!Renz4lW{X>?QU z*3;L`4@LOrFZlZ*Z2g%p6>&c=er5D9sD69i%9%s)3U?s?-AcuD;q$9(OP)vmshpe- z+9s^s@Dw!r$bSIj+ZF5yKS48?%p1T%1&p9R4#!sp9nchO6~i>p>MvV{)BH{xd$$Iy zk6F2H<wE!B_WiLxPo6txW@56$z52w(#qP)Z<^B8r>9)4Ctcl+*$52#MR8ms1B4K~s z-*xf(`4~PwJ9~R`dViIj(~F%!LF?yC`cv>>we#N1Oka0>O3u&s7hrJ|aC37rPCKKa zufIH<frXtt*mBpdUGwJ6la!SF(qrDTd2?|<fPn3<rd>u!`pI8jT&%H+*PDJ>I*yl_ zxp{B(_e+a87K)qatY}{85D*e`$67mJy|z7rfTZNj8#iW5o2E9^%h}oa<yi&>0SSp4 zH*WlRaZ%aZ`*cGCL)B;LL)WfdJAb}kuC_2%a^rqAb#--1%b5xt^7Vfv-eYr^w8UxQ z0{3{n{^QYmDhzGA1gZ+HtgKEq*}d5+y25;#JX`a@q>Vbdx<`{fo}FzDvcf@trTeIn zi3txE*RJ~ib*ZUKBXrEn%$|Mzxo_XT%F46(S0<l+`uh6%_t)3YU$^evionHMT3T1k zi(Xt%l$M@-=gyroXMD=b%kAdpCnX7qh%EW#{r}zF-O6q~7cO6xwy*nhsFi!=O+|)| zuC7g+H$VRT^ZnlMaejV%S<O?XOc9BWj=uV8L*ik*m>moZ8#ivecJ11)U%%4Q(%SiC zo32gHXKGBizAjeTtw+M5;K82C&$DLDVsKa)($>}{B`qBt5mEE^>va~#E7z~D-nQn_ zyN<1Q%d;L8etvdV*}YH3rlO#t!eXkVpy0=Uzu)`Mx2yf};bC82-^r6FSLw=Imz}wJ zv+~}a%83&vu6pq0<>l~oF)!b~y}Q5u|CuvBjSdAL9yn%aXUodY-I{&<+4JYsRaLKE zyzrS}uyETpF$O6qsat=`jEs%l`(!+M*S}gFIKL+Q`p)9#ZG5t;)~|p6>{;3CYr0j& zP9D5#nXZ0W#&t#dH2=~C3l#M9&YfDd`TJeXsa~BfN<y6`rl!k%W-3kf;^yY|_4RFT zZeH1P;lhO{Po6AUvZSl4>+kRHn<LK8`>?nA`@0VxKAfJe9~}`fL1ky|?QN4LO`2_< zzijE!!2PGWTAg&n*jZSnOrPG~(&FOo9xVI#@niFx8v?Sjf1jKbmY0{WudkmJVmob* zvx?`r`S$;Re0(e_Dq8;jUTJCR(sYI;OP4NPwk$0zEiE;5u1%#7L!Yd*+C+~_moFO| z8$W*h_@!*r;@*hezvIHfmaSa*^SFF{%$|zE=jY~XYHEgj`uX{Jb93|M%a;!yI&>sy z<Ew?+j`zvVHqE}aCUWzm$B*Uh>wH)l74-Dp?S8*+ve(jY-@Y*jNK02gJv9|{ki+k{ z+Zh=d6B84U9zFW>>C<+8c{YYgD!1#buYBk_`smZAPommkHQ(=+uj(y#(wbWL;UN3` z+HW@}tNSnWo&D_j^YHL+cYi02m4WLW9`0Sq^!3;$<MeYfO$shb6N6U%dDN}{0+f+t zWpxEODs1k}G)`Z%Xpx1?xjB}_J7U&t+xG3*+1a7>`{nIwD&F7Q`|Q~>9=5|LPkMe$ zFU`nU;i9y&<mDs>1%`%$&FuYhwzJNrakn0NdU|^B-OHCRuU@q(Y<=9>6eIV3IorHD z7OV1ITtJP|c3$aYNgJ=Ni`Aa$Ra{)Wa@o0!5o>ySdQP44vYYS!H|z46h>cBW(>C9H zvoZPjy&Z+j41V)$cGmnXn&@%lX_0x}9gp`H7Tp!hF2B#&6tS~Nl|e#U`usfG-@o7Q zUp{H>oH=*y++jFy^=j#Z1C1doy*)ioo;~~Z`*(S}njZ~}%pt523~6U)sfuu|<YfZw z*yiQs{r&y@`*-i&y?y)k!Gi^h7k@s;E+5dI^tR6W<;$0;sj2d{Uj!$glrhh{Gs7@B zMEd=amzS3x?~#1`{Q2>;&Ee}}R<2w*bH)r0e<zNuZmS)>Jd?X5ecC@HWJ=J=Jyl;< z`KW=GgPJolG(_l}J8?ooQ*&qe`+3WkFLzpaV?*NM1&+-wN)y}L-CbQ<offVDtu0(7 zWstzIHs9CRx1!?5uF}`PzPxmH?dtAMKRYWmH8nLaZ(rWsU6(EeF-$m_;<RwW!3;U2 zi7S5kdXnCb?*7H?sy2D0UHH}uVYdZeXWTC>DcKRDw^c`gBgIH^Yfe(qqEmrKm6er` z_e#6RYFHFM^ZEMIJUBS`su4p#s0_oFty`~7U%5Bq`|XJ*Q=UD0wrYF*m-qMQN4=Qi zqqcd&hJdx-USD4iqGc7o9DC9Gl%0X2Ny4(|$t=_Cur(2m`OM%WrWzd<{8F_odUE1u zxA^2qlRka^ypmIOl1gc5>DMn`<m_s0tWt02>pORIb9!@AQ%Jo<drQlQpMR{&-#vNy z^zF^f?X!H0O--ksOz~Pe>D0;d`E~Dic&Kpk@}A8LjEQ;k=8cbO;EtGeze<x*Q&X=r zk<ip$p)A2L!E5O%8LfX`US6K8?jN_WCQ?CwgQcnV_qV&dO1(?hwOYM+xu|Tv?81PE zpighE?tW!lJy(FM_0{oNJ9q9(OH0do%dxQR%9SfE^`$FT?6?u45Fz$OaqrIdFPA<! zNA9U8OiN31a$?%Mu=ms{uY~~_DJd)rzrVi^KPs*hAs{3)Y5x56AzJHWcQ2durKGUX zvi8>(kV7U-TJi4MwQEsPQKhA&S6*^4NZ8d_^dG;yJ%7H_!W|_qFa7-deC3Zxs@`R9 zZ<YT2RXRyUTU*<Iu9fT2&^2q;oH~7a^QKJ<4oVY6L_`=I!229>Vq@nnTc$SueEQ~_ zTjJh+`u?4tn_F8$W5wFFclXs=@7>A!6_nj1d5)>iueo&LLc!~6Ygeq$xa!&*85uco z;zX~dMp{~0`uh2Ib`%yC7W$|e8yg!dgMqg8>AQFT-q@J@O8&a*+dAvR?flm-UFz!X zWo-bho17kB7x@0tM1H#;3W|yk@9Zr0_4Q@vlUcEP_2+NjmZ>YYT)B|t|9twlJ$`$4 z{VCXaXQ}t}yt})m-n($@P%HQA*RN$|Wov6|b#-+^KgwE{Sy)@|-m&Au&p)B7!vd#I z4z#hcNlHpu<~O(M>8Yu?x3|gKR$aM!_wN1s_fMbh_Da|oA=Ig&rq*`;`TLujkKeyP z|L{YGhV|>;uZ!Ky#LWEl%a=EA-`4+nseaW=(?(9;#-`@d63=(<-km&o(z%U?kztYw zzl=pfTH3Yc{_|(dkO-al`p%u5#YdAiE?&HN?%cWCx0^Q~e6c5QWq-u(-{+ox&dtd= zbN1}tKYzC6+<f%#p=0Tn&!4?LJRW@hX<h!Vr@Q;|<;&eYJ#*~q_wC$iS^7m;fTO9o zxnJIXon2e(m3P|@rx?}$c-Vg4{{Nk`XLU_XN^Wh*Tx-2`ef|G`%l+p5da<~lhlgj; z;>Gp<ex~Q<=2i(gt!S-!8+mJX7C(akFE6i(r&hGa6%$iaO_8pamX-qt9IE#3pWi90 z?l;3A@!}%aFKySK9_y7BR`aQt87zDA=FPmkyj3U7r*?F7aEt5Bv8$aW=FYMAV#e0? z>#|$hcj<iFY5tpE+Kh)m!sppZVfAA@l7~}_B6Y-qd7Vq+WVdRosxDo!q($ZA=JfMw zYHGjMrrj!LV34*2-4XEX*Cpe)ji6n2>F2ekp6crA>XkO{I+|3)=EPB|@c7!>cWZ6$ zzP?#&uwpGKosSjFdF%9882R}4_HOvb;I|Ld2)CL8o&-uee9|1$VQ913QR!LnrCGp< z=$7(AxeH5w*Ku)kMTxE4zGuZf-CpQMjrzr*^Va2ge@HD|`De!7Z|QSE_O-5Pe^<f{ zw)6_Kgp`z&%*Cc>;+3G)h<9HdJb3cl>-y#Hj1i%sp)!2#D?_wif{z7VedxlKD=Z8v z?DyZe_OrYC?8RR#Po4h>eq&hh>Wcl<NuX|uxbgSZXAa3vx3aXf?2G#6t;)b~<@vua z7ne*cwx1=p`TlB)zn^ngsha8qn*6L?{mcxsP*T5(XOr>liVwH8W}DaXf4<Dz@N3KY zW$SmmUAOCtL-CO<-?jYb@8f0oy0UQPqLcfW=YMqropXA8>*M9x$LobYy*Xv>+i&^! z>Heel+J0TR5puC4eqxjnsHdg-3Up4!pU+*1uf*f}XIO>(E6yo$%IWg>!@tH3WXAku z^Ex}fZW5MU`|h`-VfCJ6DTlAIyngxLAgo`xMW9M}Y241B*kI@WeQ{N8yF&TppV)I- zoR#8lH+S8-@9mYuSL{{aKeu%p-?R6sy0!J~3l}EHy;THl7PqgnvAwnX>60ffUc9)l zm}B8Rb=9w@G*9xg@3*?LS@gsS^$fF?|H&P%PMMz-jPB3dY~fq|s<Ct9#(B~GVWf}q z|IQAHUKTL*(t!gB@9*vX64Daz-Wc91IV|c?9`a)4>hgCh*3~dy*fR6m&zWIQm;d`# ze*a$KtcU4~<ZAvZDJx4$OJBZpX-QCKMurAxB#nugSz20J-nJ?wGgDGPz#+fR`NpkV zzkdF_xLALkw(_^@HNW3(_mBSb;V?hLfyW=k^y7TaJ9B)sgLYFyMOWCa`V?GWxA7^% z{m0LuxA`nw6?{I?KmxpZBuGc>{+`Oo_jo|dyEjDWI6EI+uwVhGMhOe+I+~Q6oNPD$ z{p;7Wr%!iZdh+R~udlCve|_CQJiPqMia=3O(O1%zB`+rQ_WI`K<)x)9+r8U*K4^O* zCl}YG(@#SV-Q8X8-XpPa`Ev8RKR;Tz#n;8}pV#H?>U#6$&5u9-e7{$%udeRC)zQn# zt84ArwOOS%HYAGc#V|D7xDk<^on2d7YizvPxt-7P^-1$ahYi`+*9j`S@yJ*d+}l&> z>+8#~AVkaA*}1p3S64@8-@jkkO$x7GzYdKK%Pc=~>z%df#~qcQpG{PD=aaLsu(6qQ zs;8r);{V_8%l+ru)%+-McR&8*Ny^n}H*>b7ahuKNU8{cIN^1V=>+5&#-1+kLYikP& z6&00$gJtCcieJ1gY6bY_uW~s5?ziN3`OL(Jy~>-{T%BFITsAnqb}kne*P};|)~vDG z{WElBh?k1cM2{saS6Zf?5?L7%6%mn<l_e!3<D=Tr)&}Zas;Y*DguJ=GfBw;`Z!Pcf z42AdpiVf2cN!n<kps--i9vc-E6)US*uO#H<_a`21d-39hy8pZ%KYsl9{d@9~R~w(m zDtQ+D`}6a7zx?_YD|S?WU$=U-wk@-QuCA`Bsj0ECv9|VW(Ag{nZ*CZNx=flkZ{EzA zlJfHY?=MK@9=Ub*`=(7szP@Me|NVIU=xDcf`8yv^&xMoD&$pMCk(o1Zo}8GNnppSl zPXV|4jxArZ<jC>k=}%8hO-)TrOiW~CWCZQXnsw`)g42u8;PucxgL>Tgna1r391}g3 zglO&m@rb+1n1R8?-JP3-Nv^;A*_oLuR%r0GgE|&^(^s!uySMUl+SU8-(FVtZ{@#?6 zlG2*!p%=Rgbn0fphX)52yZ5JUzUj2E;OD2OA>Y4z`Lb%&s;jHRjc1;@xY)g4+Pv?T zG-UOB;^DT95o@+)U-w#i>CT;)RV#~i#I%)_7jN1$>HPECw{Ksb%^0>O;$Yh5n>pWZ zY)sC-vx5<|DJW)N%}x)MM@2iO&GVL&XIy*-8hd1MTobcXh@q#qH~sv)zkk2q4?gMV z=a-k4$ME3QE31MB4xuZ#xwwpSHs;<o)AD$kQM2#=zv}e#=b4w68P4?a2Z8gTBY1st zLCHz#f|kJEo$UsC+l{ARK1_J<T$Jl5Xe^9ZN=2yC#>PfVOG|{y6*PPvdbNR(Iiof^ zE9=nV!`IhFUtjJouN4#%W0QSNM_XIFxcGDF>uXb|O=D{CQ4{8B<#8)+73-Xp-+Joo z*}tDo>*s<2JFnD{6r=9$?v=~@1Xv26ossNxxwJh$USEHGS$z#J56=o#U0vN*`XV!Z zmi>yk>J**pzGiXl^@|rD7VW&U$w6Vl$&@RbI!|sEu6y<Iyxnh|#jK&*L#!m{->?5a zS4uuQ`u3JBTQ+SnTD9^mpHj=eZ4&clo%QxSty^g`Z{I%9F*_SKew<Jm9;Lc3j<y5q zwp=#$`+sgKo#-JVB{l2rq8&SK+`Kt6Yf-_@n5#FH83O+P*tK)#T<h|8Cnu}N#l?Mo zem-2a<j|EXAzyc{YAw6ywq|kd`gQA;b!ju$RDJQ#5D7XRv@&GsV!7v^f7V97*j9Hs zQT?%T*_()~Kb|~)zCL#Mw@CAr3)$hp!NUKpE?o2|DY!8q@<RKUXL5_|ejXEKJtihD zE-oha?CI1yH{UM0cEuPnCco0E{B9?Kw*9Z}+eeQ+{qpki<>mhVUS5lKMMp<xXJ%f# zdR5l0X2vN=jK=+0eb=Z>DJR#(?p_za-)~Y%YU<OK!OK_d=$bk;w6d}?EKH2SLuFD^ z6BEOVb?f?id)KaBefi3jC!c>_$^7%2?6$qX>EvrSZbaN)v~c0Vr^O6ba`RtaULL=v z;^UD{;ojcfqMbIHnx3Vq98NF3F1|YNUh#dow|DwqX)S;DmHqygC#Gj(^vYjeS{l7Q zZ>jl~jRg-6{rXkq?(QBRAMfq$9a?j|Pxjoob9#DuHFot^SB1U`j~-$}_}6QGCMP5; z2<sM9cH2_J=WzUSa#og<ynOwO3yQ+RllRsBes^c5aJ*V;fPdh6Tkq=Nw~P#n7A|a5 z@mv~InK|=ol0`}S`tC)p!NHTA3iTBg&G8QWbHC(`oi=yw+h@;~&8i9R?C980@bJ*f z%gZxAieGyCxLIJ)!mDy|<yYpdixFFWD8a~oo`qrB840z?CzCeL$dXv~`4|I(!ukJs zzYa7q=jP_J^UK-1cj07UC@H)9Ia(jB<&Lwp?$-b6<3~r1QYEAoJA=&PmH+pBSpP7m z)oEqOrX6ey_1~qLH*em&+;6Vd^wVe0oLRJZ@$YYMz0X%1^_X;LOXlS>GmTA6OloRs z%HG^?JpUrl*3OP&q2G?3y98J)EG)hpy2Ttjqb68IMFl)jp!nk2N%OCZ<r!A2U%!5N zmj7qXcj_P4_D=xqhR(b2>(2S@!7NOTGiT1+xpU{yJv+QKej0xH84hZiJLz|o?v%5! zU|^6-y!1+c>Z+OMS)XzrU0)fy^DP@_O`GERc~uRd2?MjeA15y6P;9wZ1sy*B`YE{X z?ei(oYwsOrW9Z!iJ}>|2%IWj%{(fDW$eurCbt{8a^&tuHJjIq-HO2+AcO7}r&pdtA z)n*RGmVoVx?*^^<`fkyJauKdpr-gF5peX<qj46Pq{oh}wmb~m_OZ%at59+M^xG?wJ z!>OP_{wjy*eV}7C6=&@%etyZBVdBJzUjo=aykJ*sxe$MG+odhNB}|}E{e}BI_TJkQ z@Rkug;2*~pS{k?I8)VpD|E2yFImjG=JJKA%g=p=sr>4G|B~`Vh{KxI7^WVJ5advjD z+R`p#TUGMs$Hy-(qP@0mwzRagva<S;W?H{G(ecGqPtUzYUY`yhT+jFQ9M_Q(zdk2k zo6o;l-e%Fi^7jkB+;e{U*ZtD({-S?Vp4m)zcBy(#(zkElSR4gd5>rx4l8^O#`gD!| z0UJZZg9iy(?&0CrFJCrRR&Jj6v8|x2jE{?Jk$ZeVxZ9icf%iY1nQ46b)TtMs38|bL z0qntz3s&sdk*<A#IrH88OLKnr7rnEe6r|dwWq#!Us%(!*A=?7B1Zau)`ucLUKKec- z<$nXiuWz7~@!YcV(Gd;va&QKaIFl~HbL@WJC(vQ2`3H9WpTE$dX_CrRl?f^uQ&c#0 z=EXMryWsjI2DD>-wgE%K%FF`~Z!<P*d#S;oFx7YJ|K5d9L6c8+I~W<*zWs~YoS3t2 z=gi;7L#BjmtGX)#>K^Tl2n+Vh_@w)4^?V7Qc}E`<ur4+`6}0{GW{_L*j#dbmyI%~b zwoj{h`}p=x@$KUO`?i8&Qv0~UhS_(&YzaDkW^Vd7Jp+@Ov)I0ffSj@0@Yju=+^VQW z*)RE67Uo`<e)8F+V31+&js=-$$=&Zr*-+YWw7SODX`#wXO;DOEPY!uHXT7#x_=(e} z{#VC{s!I55l>r$wd!tvrJ0s^-*O#jf%QYRmwDs`vHwrBRRjm=%y7NoFoH4J`19`#s z!%T3(gCri?hN;u1`%hBI{nz`e-|6C#5RI3%AnWxepX`$GVVit1$w-pN?euLi37#<f zi7W0F+jF%#UA(d+K&wdJc0oQ5sAoKDpHr|}^U0KrSK_`mzyA%IrE<nIOV!}Y4_fSM zXEbxou2rkHZQHhRVdK4TZWk|Hcu=%+S5?)rWy`*7+ut&Ea{u?g3M~QOvokVI{CQu0 zwx!mW)k$yq>V*p(&sQuqF)_Jv?b@lQU$+|>vE95`T3gO#wd?)yJ26*o+=z(zBH@v+ zIWlUN6vKjDAKe!QJiBDxD&X|O@=4Lp!|eQT*m$p9y0mEf-kByQCMzZ_UcUVQhl9<G zVPUar9IC9Wc+@5zP1+hFuQvIl3P%$ogO1qg8%I1mwMutH`Kay7VpMF23kwUIcD11~ z-}i0c@}*0!-Y;?pOH<qXkkvH4>Oj&)28Q=et{e-ehlhluXc^RMXY;#8N8i43Wy^{c z9rr#cZMdh<5@5c1&58?`YO=HWTMu7cvue!}_jnf2EZ(cMty{Oo=uMZa-Tk7VG%G9X z#YOQ(&^+L-$mHZ?asSibEp9uSnddFJyf}8j!i5)a-0<k%#{nu8u5_E2n!f#4^Zi01 z-ygeQX4|fLPiK4j{Q2d{_qagC-3sx@9T|=xS2muvzyJBg!Y@gWT&=Bl%h%gD`&Vg$ z3XX;Mlyu+nce)gPI<m6xeedJXKb;mv7JT@$)O$MPfo-|bxjAcleS6$`i~RijmVM%v z{}-h*Z%@I)CPC%7GVS{(PnzU(w7V;%_@CwO`Ac2nC*GW-Dj#(4#fyyN58rc~^*QeU z;q=+JKclTS{!wTN$e&p8@sYr9#b!3%AbuehMg}vpZJyI7cc&cf7So^i`TR})`F2aA zgoT9d{(LyR#eQAx-;&ptQXN5E$>l$Pe}9==@ci4|c7D0DGe7$?{CImPfA;^aKTk|t zT)FdS^6@?9)#q|1sa&;N!VdA*qCI=|ELLCj^Y`!BGiDgfJagb@<E&Y;>g|3^?%KU$ zhlOP?Lqp-?8aca~h~VJj-{;=8^UJ@vw{`aM$AuO$;o;#77BxRUY)U=dX2p}bF+w|h z-I=pzPo6#<eE;9;_I?>xj)nIY`Oml0l)ZDh(&pEX@c7!VKMD;epVZOP($dyl{HXSq zL;$yxloSu!;$_>GZCG&N%$c6U4{cuaOqf4?`n-8^l9f}UQjKQx%Zo=xM67teCk-51 z+dq8!bZcYs@4eOEb8>P*94D!O<~c69D?Wc*zj^z1c81*to2_PA8Na^0eZz(g3l}>6 zeU!g>U+wd=v$t0iey&__k3s#ufYXZY5{5}n*yU>;$Q!)f&b>c0Bt%5?B%ch2b%nv6 zRlB^ry>Fj7#l=wf_v`dIb7ZRgO`T=i_#_gx)*b#eYnIf`n0d2iaWQa<>-|Z3FK(W< zWU@+RWTd3D_QLY&x1cN@pkMUkb$;5}S$oUg&Z?UxHgB=*=1rT_{N_CQ(YJX2|1E)f z=O(NB@2dLx>cPS0mv^rSuoQke(z$5SBFD0A%xiwte~%Sm_|fzE=DytHlNP8l1y3%Y z+xGw0>-Asq*2{j}|4Qmrs{PKLm2AJNuKcdM62GHB`R}fJ2Zp`!P8<vQV*dUu4;MGD z`m%O%mFm&TD;iZ>woX>}v#{WK{h^f`G=ZMo2F^H=-AC&#$FKbx!^_L7BQ{&ERuCM( zvkQ0L+PZb?mlwB}F5A|2`sy-x4z!8ATUGfvnDbuP*RNk~Vq>emxPsGBo|*s$7dLn4 z`J<J;uUx$<DteNIiE-~ksN}H}qqS?-%G><eyl!3Jy>HJ}uU=jI<Hf-Pjm$HB)b_r0 z-BR`H;N(yL1I6Ql{|9Q!n!>fTiphy%;d3PpCvWf5ckb9|YX@tH6q%To?y$-~#r?wS z(uE5F!O_A0x9nRHk(Qdebm>x8TkfwrwX(AyCG)nJ%CiXu5<JH?e^M6u8oK|b`^o^w zDDWM3{wv#>1)N^|l<-+*Ha*+?#=0Flc5GR*X5G4VD_<_X$9wB>gwD2Y+syixC#R<$ zPueWmv(9fGXX`Q_P|>$C@7F>t0Xxv4*m0a}%?Gbt5STS{qSw-(pJr!N3?+D)4lc-( zTDpC&1*p{dvPyvEVA8|$Ilp&ReF2};tqc-wsbV;MWWj%qkH?q4J1LqQFQ<6EC(^W6 z4s;A)oRsqKcQ<97FWJR?J8P>DHD7A-|Bbbt6<^ucCV^|Xgb%*DIXYh~``_C$GJIuL z`1#)c&$5qoA9%J3fNC&XiEC+x5?AL(>qb7{NLlUul1t8RQnV#cKsV?nqq{9rrwEik zynVS}wr49tRO|`e`XEjzDgCbwmY`a)mZx#;@ikZdR&rmPzg8hCw)TMGrRKIat*soO zM&6@adwsV)ty|Hxhh5d-)hbzrud)~B3zz;@^tpD~y7EzrR*!%aN9n|Q^W<!=G=1Ga zXG{FQt>#y2-e?skFoeWdN=-}NUh&G>=G+R+_og*}O5aSe6=t{Zh})~;wM9McXoA?n z5DgKorBahrJSVX*yxPB3KjDSX!JT*SZxU~-`kpBGVSh{Q>CHBLy3*@>874}9|M>jU z#@p8_rqBDMvG4!0)Wcsn6jBPa?dpG>-)k(}kYXZ!^2~+@F710y-@UPPe_h#vnrqW; ziaoh}`~DhRzG8D7nU(%Vom!cGi(6YAT_5cey>e{xqUnEhZvC6MTanS_-AdE@l52Qn z7l%i2wXwy#Dn2~>*}GY49(R7Pzw^=hIsX;4uKF9FZiYVhFZ(gW=3k||#Lj}>EW%=p zN7g2Peym$w|0K`DX7A7Wy1TWGwA&S3%PxPsoqxUUO4%)m%b2I9nAojN%yz8)@1&$( z_xJhrwPLJi%U&$@bjW@8{-e>wl=P0<5{k0_KWe4VTclBU`+0p;UfjF2^FO{<-M`y~ zrI%rnXG+^zzmgkU@AUq?-<<s@*L?lQYw9yyuI@Zv?)|q+N6y8FbHcnICQjKWzj3O) zam&22{P(+_KPksqCcEFSmHJllX}=h+DNDwhYOk#9P?dN0^n~BfwVmL~5EvM?F84q> z^Ti7Lq{o^MPxT&t_r~hhC*Q!Vtk<R{CZ|qob2OP4nk{JBS!txJ`|k4ct&8?8>zSs{ zsrcoZ;)16QZ3-Ms3M<?@f<pRBk~c+MS@h~cdl}D>O{H_wpW6L9{W#h!V-gGJ)pGxu z&)x^-tbG4MXqK|MY?O%5rW?t@d;8wL5S_1I`oLf+*V0>REBKd9^PHr@(WG*6TCm4? zU8hv@%ZWFVm>1<PYxQq9+?QX!FMnC#{fr+KvR6G<cHQ3}Gx_45GZB|R&bBwoxGY@K zb}lBq^40ABzg1?PZF8G;q57Ft_cQt9eN&dmTTh9(%5Z^Wm-FA}w-`<q%zHCc?(fUz zZEm-A)!4=^m@CTM;Q08NO8w^NpM9Kj#p0tE_-BV6mbEJO&HS=G+TQX^+UA?rjGfc0 zthRjCzq0AW%`INmT4p&{FIq8d+qUwn{gJ~AThw$ucUx>Kzsld+oABY?nw|H4t-9o$ z{PO7?iI4Tsbyv5|leF6R^E|_<gSXFrvTwJq%~)~%+9mTGIj-3a{L5>~-(2qZ-*_`; z+sgB&QqL{pd-qpJIXwT0P?dg6+N>?#E7EisOg8o0Ibz(hbb9}`U&}m%Om67xj9Itz z<h9F>SK4{U`)}X0>R60Q&U*`K#V=wRp&l!Q7Q}JP+kHW6=b~j{r2@{f*DlPfSR24P zYu3E2+w8ssE;L&e^};9h(zXxFi=FR_Gu}MdAL{sKn*5irwI432f4s?KyK-;7*TpMW zRs>`eS-k4xSh#&&m1W@dgBSU~*0HK>{wlnF<(6lkoF}P-MqN4WZ>$>HJ}aJaiC6Va z&;qR&zL%$d`n-nAP*O*%Tg(2;GovF*gl71pt#;pdY1?YK_Z?d8UW>W<LCwbt(av9I o`|EC5$M!b({pzTtV*ljzt#VGL@5<fGz`(%Z>FVdQ&MBb@08w&s^Z)<= literal 0 HcmV?d00001 diff --git a/vignettes/images/04_RStudio_ProjectTemplate_projectSettings.png b/vignettes/images/04_RStudio_ProjectTemplate_projectSettings.png new file mode 100644 index 0000000000000000000000000000000000000000..9ac947cb71b2a56be2e0dacfba83c1647d205dd1 GIT binary patch literal 43901 zcmeAS@N?(olHy`uVBq!ia0y~yVA5h>VC>>xVqjocyX^0D1_lPs0*}aI1_r((Aj~*b zn@^g7L4m>3#WAEJ?#<lt7!h~r<MVA#HOk0*WoTV|vN6O_b5T%_lGp}CR}sg~z1bqB z7jJN=1#XlUmDbv(F-=3NTIYs?h=3qVjz{nVKGv4I-}@WCM(lXpBXrvO{`t<|vn$KW z%FD{;&)sD0ka%yh(eZmpuS(NiOh2^JA-2Dl^~{B93m;qw5m(lmzS>&hpQ-UWR=pn6 zqR6SId2(fg>OO8TFnYA9_gGwlTP@=r-<uW(oTi_Cdh7hp3r<saUvw^iqM7#MzwY|& z-=Fby)Su=#_Q%`qfA728KMd=RyNP)$)iJ!ZeDTIzlO|1?xAgp$7Mrx1(^FJ)xr$B0 z!h?d$-@TCBraxKoyn>>~-QvsMX&J8rwjFl2)mYdi`R8borC!yn<yOX9LQmZJSlsk< z+4R&@ec`4h`G&@~u2$S}O?y%Adi+H9%*xJ*vNIpXvxIhDw4dJVt);EKTl(#(o}4rF zk#Fo9!mM_#o&4r{ndRv-?&;U3&o<WGA+LJ6aiX<e+P<2fMw!9KmlP%%R{C(i3{myt z?$YD-KB29B+WVH_+0f3+hKaJt=QlJ?`|r!Q?@aZ|>mTiJT{HK-d3t(6PUab&V+jUd z4YXY+Rm|SK(R}*FV~*QA+@{QpI`Gi^Ov0zLj}Hg$VYM+eop+%6+evX1&q?dQwQ>EZ znWv<&>f_IveFto{X70RJJt_S*=du{*)6b88n7i1>W0H!0+bYgKPJi#reapi1U9&yD zWBtV$$EE+gGC%hC^Us>b``eDIbWY;!o%L2XAUH($N3O@Z`ybQ3ZHojMH0SQy3Y+JK zo1NcQWHmMH)%TdBV!VxY2X{qQR+dfU?-_d~HLhj{v(&u5z)+r^-gv;WB)WD*i?fBL z+kxkwMMUqK@45f$G4DH@_nMoT@62Vb*;jpKYq-Xbvs<UuG0mGLb-(tMNdCOvZO6ZG z`Bs+NojTvQeA%*N<$QPB`o8hrni6$5ljCmm{Jh{vi|?@3?3<;uVxbR@?Vm1{i$5hc z7j;?3`v#uXD|!F8>b3dF+fH|Xf*fUSUzM)<@zt$U0qJ$MeOI3!n*D^AQR9qW!qN&R z$-r}e44>c6{`8TpJnqHGHjj{?bNvrF@9br@nfH6jO-3eD)7_fS<0rnD!s;{g(ermY z54z_URz=rX@8^{)Id%5qBNZ)~teWqJ?edE^^h~{{ku6fGJ0+F#=)aF_<@4gNoMNz^ zw`kUlldAD^=DbZm9vmF<cz6H8&0$RX=iGnZT<G&<Uaj2H3uh$r_bGT<>{Rib$Me+k z{5`YVxBU)0|Hu-2ZolHm<L$>QZhyQQu&G3C(v#Uexyb=1pIfu%oSrZ%$9Rv0<?ZMN z%Z>?G_)9)s_iX!jUQe_Ax}4KL&(7BVJLk2&%}Q}S&#tFD{qO(myJA*eG<*Ng31^@A z{5{K@x^wRRQ@^@>u4Ow0m3i(Fo8fU{X8)dx6W4F6Ty4qT^RcXKoA8ZF_l1XC1NpbH zS4F%i+8Gne-M{f8|BGXnu3r!Db;<oHCYRhV5)k72SlTgA<g&8iiJp&NI_tvN8yBa| zm@PfYG=C<W1P@#DL6Zd@6Z*ZTG9UjDwQ}X&JLVf6pMPb@IlD<`YMh#C$}8S4CT*)~ znZKI-^eDFH4GcXmx4&Y-+}w)?XDLKwtT~)uAi>kN=ma~zQOumPLQOK|JZJV;`1LDr zSZ&L?@31#x>9f0>tBe*t{q*V8nL9Dw+R<;S4J3Hjl(|_BZrZeIXRY<}AGy)V$+j79 z!Wb54eO0==*g%It!PGQVVS@<&L6GUoT+gtEz5T_1=5)3Fn#pB`UUK&4MfN<$odfgN z=f_X||3z}$caXYg&WRf%TGmCT`K0`5-p&v(ZAyV5|AK?p_k7oWwC{PX?20!*xxS{d zeIP@7-h^D;*w?c*>aKfyZ0vbcqm64G*79{NdetsxP}Be8(7CzR)!#lXOg03C(8P(G z>(%>YEQJ_eEM))EWMlHYde$!$P|zj(V|}!)MS-Jh(FFD+&+oQ3m=g^oc%CI^yb8V$ zpLU=B@ANja2?w@T=DlTMzLt9Zv~~BM8grA5diRTY^^LyA<>KDO-i`U?vSxSOIg^Y& zZe#0SE4AP0y<O|x+D$uWqHq7JR{j57R}Y(B*@P@>!;SaUY*)2kKa`?jZ*eH~+1Kyc zf1<m}`U~QxoZ&f|U@#+}zs-5!|7*MD-87n1JVh=Eu~{80G+dtgNyzBXw+_3?ho7!y zA3wf%`?;=t$9nSEj%V%`t32^<;->WF+u!aBKFIN;?4!YHKd+Tc3>y3Ah2-W=D>h_h zV3?<-8g5Y$#dzI1>$XX|n>NUYZd_Z;9Tx~VY?UwcjaKlOlrzQW^9QG8)v0Tu=AT*N zYqM8C_Tla0%fsdM?|W`6KgHO^*Y;&bH7|pL<*N3b)g?v@2fprnw~+mHwv6wComElc zHq~K#os)C^r2jMe_q$`l%-x$;Z{k10UGV<l(|d>2Q!cu0$t&`Camf2?U-I20jC+6m z`10zZuu!ag^t?UQQ49L3<>$xMGAZd#TYlV4-R|@aE42gmC3%Z(Y^&s(XQe4VnQ?*E z(_6;vor-KPHE%Km%qz0Jy{db$(3JTz&9&567rc0}hvEML5V|in*Qff=B)$o?1#SNi zFz&0ZxpV*ejdkv2vIcb*djjwGOKeq?Ty?43_fz4^hmWN#3bVN`e@!%yIJ3QT$9qQx z2G_t(kKA~;TXr<E+{n2u`Pl#WF`51wrc?N8q^yfoUEbL}J<+=A&5a9zhGFSqRu!v` z#`&<Dmw9cPC2Fp!DlM~Ge`$fO+vg)e!i%+jpV?R<yIC?uqwUq3tm8Lyi+3`-l&%R2 z@v*48*B?H0Z)(bmFU_3QZI?JjWao;`mEH6--(Sw*V&i*e@p)x8Ud-B5@G0-z```NI z51B%yPS-B9Rj&Q!GCS8!;M9!`Tb<P{rp@8a6TN=<>@J-m-FsH{D>IrLe=X&4?r)80 zXp@r5cev8X$Ph49M%3hT!j*#T2Cet4yW5MVGALMItN*l0Z+YE27KRDIiQDqdJ2^9W z+<&lHbeX*U{n_DDWlS|T>}t*bkZd4v#@umpU5f%orHJCY%#7p8#gC;KKD7DCZ_K@P z>h-<4uZ*tZ=TbyMUHaX6!>@`a1jI1L%E+#&_pFRMvX5im<-g~SsEJpGFAcFim-*jL z(dFyR6YuYcF>T<DN&jQFSJ**mgX~`09SjVv<$9v!lJAc*Gc5ha_%BUce`yHs+t~d{ zp<YRsHoxie{3p%Guz=~t`7XuBUrOgLY~NMD$l%b~{V!jR-M{_Ojwy>6MKx`%UyM1N z-Y2^8<Ws(rk~zl(oR{g^*cw!(ZTi0JZe1Hgz}(_L(`O{Vyn3LmYx((-qEicn#TnLA zRWA_jeiyT<VD`1y><nIgjQ_$q&mWn52$UB^CaG{XC2V~4yXwLQ^Hn!*@$YT0nXseL zWR1H|@rS;fk2BobH^?r3d+WyT!1|t9?T0VhP8Yf<+V?p2Zddr)-6bo3%{<JZT`0`J zkWlSDKl=UU9op?@r)|tW{_6MELdHi|XYosDFL?4IORVzcrPfzjuQP2Jw(6x>E<dl5 zDsJtQ@-F4)R@cefR=B>KnXs0HVZxrGYkA+^|L(UgV$}0{Ep<EL7@OH%uGx1t=*V>) zOfa}_6l}BB&qix~*rlzrw>&+P6Q0_|#K2VR+g@h2<@Cb;L7T4CF*Mw+u3~u;SIGG_ z>%*NryzBCBhuQC1^D48d%#uOFvLb4EPQ?7=r<rS0-X>0!-K==?)a5|8?LqwK&pJQ< zwJ_P0Az*6lgMhxp?T3G}Op)0WW4tYA&HL(=T3+Y%m^Qq+yY$C{Yi%1o6)_}izIj#j z?AQGtVr)x;%yQ0d{A9w+pz0ppoGo3x+}fbrsQUYo6FmESPgj}m*xB`oOE#NXk6}u@ zP1)XvJ7Nc4KUrAz*5Z|Xb=AWlwtv%D*qVRte-QRP_vQI{w*K~;mRS1-u9066_?BIY z-@(C{+mL5TqD9iI@|X*9PYQ4K-`ljR;@*~haaVH~E)>q*rnJjee8;+ZX-BV@+Q>2< zIJmj?sN%Zz)mx5jc$Q(Gb@$BA&wr}dG-VlliIe!d?=d?=1>^qp+Vkb#-d^0q%a9dz z|Np*ywbkccv*)|&$-Rg>n6~+5UU8Z3Cll!h>&<d|&Ig*V_M9EgC*Z$eud{lGU6z?_ zXx0wCzB}pDcPR4pmVf$nZN?I=xvx%4T+YZ)@@LWYpZ>Fo3x3TI6z93(;J$XRpK^A~ z*A*)SH;eJ|h8hP1KVBvI;1xf}!wa<jC#E&#y4UWT99-MVzIDIg)~#DTy2Gm`Ja$x3 zQK?~-zpH64aO?4{6{`*B$%lawtb~tt(YN<Un)ZKxv%Bgy=Z#<b|B`bXIA5`6UHQ=_ zmhm$`%YJ_M8{LJ>*F*c|9(L98vo#;AN$iQ;{r}Qk_Wyql{ZB8uGIRU;+OxlpZC|#J zUH1Z8yx!aW_e&pErzx;CA57TC@J@W+*2~$8SDaWjg~M$2A`PzEpKI^^HK^e~dp+<s zs7^jJ{nYn)*IchISn^tAQ&#eJw&zX)E{pZ!7Po#s*S_e52DHKrf0usp<jIW@I+m7} zw@x?w5MO`Pc_YLC^~Q$*FZTD^S)SUkxZtrg$X+|XDiuavu6&b+OtN0>9o|qweCKjs z{jxRKs)>z3YxO;&UQm;yd1B)-JJyS5Qf_ZqGM)GKtBa84(TNkKoO!HAr0)l?>~+vj z2C4i!(O{0ig?Gy%)0^iCfNc@-T({)n1?G(fVDqE6yB6Ks|J|8=p}-rk(Vtf?u;qRm zBlY#~g$oz2Ox|$}+^#rS!|-0#>v5Ft=Xc8+7bSOpH#iJ3z4>RxlAZEhRkJ32Y>))y zPKh(^7jp9ZOujQe*zqAt&X}k9V1mJnez#p<U-K*rJ@AelBs8D#O&!R9&yqL=8q=Qr z{@K5Bg}}6F(+r&VCqxt#&61K@wQAKF4v@=FoJlXUZ*6T&k<Coh%Xl_*iN5G0mH53{ zwR1k-n2^6>!GZ%l#}W)AdU$I5z6VD{cwD<Gxy88R`?_h8-%}T#yBZLF{lvMGhQ`LJ z$H1)wHoNHi{BNs0K54J|+2Pn|6&|Z0VssefcV*`J$Nw%c+g=vG{yifD18?cq@b&S= z&QPg?e@%YOE4y<2O*KQq(WHr`rDp=bt~*fwwr-!~eUM*g^gpyOwU2Ll|MLCq`HNR= z%8$1(W@^st**tl&R=aWDn+O$eZ|`<~`Me{~R~K2lih1|wXm_ZkjBV`QW7>bK)6UIU zc<Nz9bfltZ;FbQ*&$-W>y&4i4YB^`NdA^z1@dP_wVRgTdrv);yvNHwOp09siXLsp4 zht3(xRa!EkqM@dJjfuMtI<wi<{h5*Z<^QSK=J{c3V_v>|crh$Ke){p(cXochbK*q$ z`FVzK4df55KRsRE*F&Jwg_)g~i-#x0?ewuzqS_&rGNF9x%F4}>*Jmu|<Xj!TUQa{g z#l^+$2?-0fZ8N*P$naKF)GC>CA08f_DR^J0oljQk!SnQ#lqE}7W+vy_YT5j`wl>;l zF@MUdD=XKQi|gs=xIF)RVWIPx9r;bp?R*QFb#!!6j(I+_m#X+XabNqf!-p?lIr8Mr z&*JoRb7lru+8KT{x%}vV|D#8b_SODMNlQ~&xnji+1LMz$Y0I|up8bFF?24&7ioR-j zPAV!Y^02G;z`(Gp?5&izI6K4Ety?#zpI75>s+roK_;dY!z3#3>!Y;EP7g%t*_nU3{ zowQ>0YGwwj`hU`|UcGYbm-_mAem%(a8S_D4{fZSYo;<m7<J;xn;NZn8R-EAZJL!jx z`qTK&@mK1&xVb$i{i?Xn%%I%HAHTcouD|_17KWMp@{10LYKPyrb@RoCEw{H_{{H3D zkKgb22mZLdJ%90{X_i)28Lu-qb<S*mf5UG%GsuCCj*T**Qy)B7Q2zd2r+aOz&ny$p zpYtvX3ifZ>>>a=N)VY(98;eqJZ_Ax{u=DZp>aTBBo__o?BfGq``1a0Z_Py&CFJ7$G zZd`U|#!~O;pLltFeSNO2jSi2C`&aAIGH>0wwY|PIHMQEQhbAh&c$xP9-(R_R@1kbS zl70KOUrlAfjW=)J{QLVWl7r<|RFu`NTkG`n>i>LX-z$2hOVqIH%cG;+w`b3kl#+1i zk?TFSreEINZ|dQ~*Oyw&-d*3mUaMVLM#iVTLs(e&@rxHHE?>NO{qpN8D=%-!yc}S0 zw`gnf@3LrVX<gs5akkaVmM_1ot)`~-?cLpI|L}14=-utpudfVV{$fQ}SJ%(a&u-ql zm6e(GiI?|pP3`GZrx+GQUtec+>(*p-UnU0I*t^`~dJG3zxy1wQGFGg9oslj5@n?zE z^K)}QzrBBdL9BJIu5Npu?9tDWV$aUZTf2De+ZPWQ820`B?e6Nz*x;e!G<)^hwX7@M z75y?jIis?#o|?M&(BZFNzpy-ewqGyaPuk<uu?-WILoMg5%gggPmUp-7l3=Hc!nBj@ zd@>uhZ@zrxLdDNdsbBQ>@363zmXgR=v3j<IG{3yvoV;lZPWv31sJyrO`?ZVL%1TN^ z?mu_$m+R%?H#auDdgX$^jM?XB*vYm|pE~ugLH4xJcD`9sQqSJr_MdIWJ6Dk5#*RYe zPqulnyYKC&+`MGVmz$rT|Ni#2_{|kg$t6pdva+*FfBZR1N~&zzHf}MUiqFq@yM*r7 zySux`%B?Sde=jmJlHtL%rKh*uh+wFgGPU(v<@a}YOU%~A?X5b}Ay~C**X8B@><ted zBv?mB*V@|p^73YDuRdW}9Pm$JmRPg!@&4`R#?BibCMIUcGdxI4OG|KQSlQXRtgUV4 z%FO-yYS+i@bXxALyf??ZI>_NwXnb6pUDXv0+t^s+;LA@hUhJv#IP2pZYB}eGW$^?T z*F$@&%T+ul-Pu!FynS74rIl6Hu3hi$?!LdLviRJan-3EcPb}CwbLOgu$)(&^u3QNT z58q$=d)uZ>K^h{{rcRwYZJL;<sHljDP3<oeeSLj1voH;zzpvxV{QRyhesk)Sxl-cO z<9{xky>j@lv5n50^Us+N%rHz23@Ir1@Zg~Hv-AHAOI$P<wq#ybd;L&(;)bFd8xk27 ztXpT7bfjZn?Qg%iR-r0uzI^$@)Sx?i`vU2h|8;-k_iJVEvW%=d#C37+@9(qaKGpv` zeeR^=`P1vxt@BN8Rl0c0clL$OYgezDnwYqp{`~B$^TuaPj0^=9GL@B;si~<V*_oLu z7c4lCwwci(F3#@jJ==vIEpk5@8_uSEe|vp>?eA|42a-0fi`%Ux(s^!<<>7|~yLRmS z`RixtyE~GR>*Dvz<t}w@=VMS%S6{w(@#U2d%?w|+%eN?9TzY!?#6QnZi7xb*GJAHn z+?_{{AJ3LM{qF8=Mh8d7gST(*4qqQvV>kc!<Ao~>laDR<d-2MpPhUS@zH*7FVO#EP zF;Q`D*F|eLZp_fu)6=^vt+(Xv?s9I|MUyTCMMp=ABxPjW*jHOE);;y-2gSX&6%`eo zCZ4!^SGG2-^Yl|IOAuJdv~tm+rm}?U!%x?)S(B5Sd-iFOvwL4o6-T$2u2Y(M-n|r; zh0YH?|8$y|ac4)NMy;i#<(8eBJ{4)YD~fbp_$g&jupmI?)aldC8;gpHo-s8>9^U)@ z#l~c(l{YO?P6#k;*uLG}NKK7xZN!I9s(ahJy1I14yyN5NpMIKVSM%cO)6~4YcW>X` z-JT!s>+8#4U}#wR_1D&bHD^woK5cDny?FAXRjX$Gf6^JCvTO33Gf#^c8;&MLMnt`O z{d)GSSzNA*9!(OGmX>C?aOKjg+w14ATc^iR^5(|J(#V+sDnbzv3=OkpMa9L*-SYf+ z|7`U3kdP3DhQkjzbaXB(efaKOoTA93-}>t6%h#;AbM!3l)#MAU!ZI>z7B6OI@bdD~ zILt3+<&wU5(j=kTXU&X^xVZVnyIgY2ZXZ0jF#i9)xVSiti3=7eY+*ht)_mm1kv>`L zMFqyj#_H<J|Lxo7H1Wi#Q(O#Z&YrFP`)AIaIX803e0+Q^H&2S&HrrP7()wSH&1?$= zn3<c+a&Hw_$S@d)a|G!0A7^gxoUEqU+11kA%sgqaveJcJvu4ebwJJ&2d^37mUT@sK zIeN*m)@3C{MZZ2Cmw)-Uzqj}7>C@G}zGON&ItB&?W@ctaM$Qb-ShHqLPVD#38rHuj z|Bwr8{=G0TB;-%><usAds83!hYu0Fpi|x}XDlKJgu&w@PR~vNybK%QJsVQxDc#7;_ zyt}zRe}DbkYM1!7-#=eJ@hq89ax>{qz&=Y$%c)bQg>kg*tE*#Juw==XMGG8mJg5r^ z4ZVEnvV3a#<_H~z3l}e*Ja=;E<T*V-ZgDO9rn>0I>xp#6iHR*rk`fSTNC_+~^vujW z*34cW9K5^iH5)@*TwI3yh1!_dSX*=Ra1Ei#ii!oXP8(Njtvxft&}m}E+gn>17A#%+ z_tn?eTnjhsSkm&3({<7Ox?h|ObLP&SDAMIp9vpm;X%`3MgHu;mI~lIuR`xb(p+`zW z0t3ThWu*y)5fv5;5fM>bu8Y1(n<<=D^`5@yhV{vl`rO>Dy?6TqR9;=%Yt8WG%}wEx z@@ePU48J#<C1z#Knmbupq%&@B-Q1GLY+XYCPrj&o@nvU>UarDZjTWIh{@3&Fo;r29 zyQ}-6Z{@EZNvD-JPwcpE^16;e;nno`7Nv`?H*MPVsptt?QE~D6yZifPq#5S?{GGor zVy0ui)N=pp=2PYEid-~=7CyIUWo1p#5$U|3eB#&F*MUEp&-g6#_+p^VT{&^??y{*< zr!Ri`?(Xizp%VKW8W<QJ6j;1qRNA%hQ2QUfz5hM_{dnB(vFP`Y6&DvfzR}YWIqha_ zym`*?{#K<x&rD4&eQo{oRbMo|-m?uU3<(Nyx)&H^c;ehiN6*~*8<|z(6h#*KmtFLa zV%3jdv{l0XW$Nymla-#X+F$<PZj-!e)s_I2su@#T<(MSirJtIj>Cq+LxqIbGjsLZO z{{)0Rv9FvoZJwUU=iR>ij$OYq?;hK}Xi-va?B4$T;>9<2rLNxKRPrh$$=CO6OXuUj z_rKQdh}~9Z_DU)y);2CENQhy|lqoiqpI8{4JbChBpUcPhn^V)%nGc+pm>B=t{kDW? zIvXo1tA5-b28MWhd$ZZT0xkRZ+cSiOhIW?MmY0{C8yQ`?d^tEgoW0@R-s;z{UU9K7 zO|f)!b={)M@a4rtW`>ZEkU6n23=B(yBO@hcM3$U>99jC}!o_=XTNOn_L^{^rxO+D? z+MS)D$JfU}=jQw4J&X;_?EGQj;p!?X3=Rh_Eac+i^1QzObw>7O`-vV;-aT{_IC6Hj z`PY)tw{PDZa_e(RpXufuef!=$IR+V7*^3)fQd0KR{1lohyh}6l__wzV9}J8)uUhr$ z+uPd=2hujH`_JnU669cck)~_?MXilrzHi<&Q4x_fYuC;!lW+X8I3dd1AmISRmksNe zFK1^s>gvjHA<4|kJu<TLPzxu6g1)}Kx_bGW8yml+rKzc@m2KNr694%0vE_1i4_&Bi zZwu}(+84b&FIH++T%hQ~Z*#2~KD@iTn{V2*RWg084h>wDSy@^}lbwo+j2L$8+_^RT zIv>LXbEbwVZRwf}7cN|INS$$S{-Z}pR@)*$F3UTWW43$Uy1bj4Qs3U%COTvG?b|mM z`C~&vL%;p{$}Y;>q;R1)qM%@d<L<J(Ro`MZr}a*nBy@RQW7=smS?#)@uCA^nF<-w# zIW{&jT-cTy&F}ATCHqoEU43z}VdbZkFFO{mT$!1Ya%9Wonb%~i7OY<W+d}{PjQlU0 zyAN?Ry?AoN)6Z|+x^;Ty-wj;@FE95`-h6ZR{~Kq_jeb3Bk6gKOrHJc7wq3h+?V2)0 z<Vj;zcJ|Y!ulvmv6h54{=Wp%j`u+Nd=dO(}vX5N4Gzm23eQv(Jefd3`v=Zi$_Oi_x zD^@RNonpU&la;|^(vts|F8ob-pOy9EK%{Z{JnM45U~g?Bqo8>I{Kw0Dudj<+o4sdI z)M4{Ofr$%bm+#;I|4-%TxV=?dt@Yl0dU~2cKq>J^%j(sy@28(XcKrB#Z{M?L&iwg& z-d<QpXkG07J}E<n1z~IW`|tTzIono$+p=}@VqOW4^NY^+^|&8w_@`&>t#f{9it;Iz zE491~qN1W-IXf4wUF#cvPEt}bc)8zFjjRg`9QW1Lt&iI~%d}XH!NAY<7H^gA%kw@O zVXm&JK9Bz~hlht>nKt9=hs3O`tW3|&X)PBUF8Qm@RX2La&+y{a%ZsOPCnaysx#=Wu zWQ}~?hRs{|mi#Pwb8YQ~ClgW?^S-}(dwYBQ&Z4J@X=y=VaP4rrb=kX=TZ|1Yn|zh) zf-;soZ+1E?!FBXl|AS3a8vR{gU#lyrv=J4Zx<~!zmxDDbg}clBXBzFCUVeVpE-SwF z<kZyOT`7zUb}f5$?d<H5{yA-JY_EPx8eGW#(^7c2ja5JDOR=-jgS)H4ea^f(b?TI& zGn@UHRq}^Em@Znq`u6htcm@wIuUS^5ue!zcHM**PetIfj|EKWVo5<SQ+7Mp*vM(8> zrKYZd8F!XXnj}<v`d`4eqsN&KTwd<KK5j1;gT~w~UrHEW+~5EI$H&L)JTgCiU0r=l z+tb<8lhfAp{CxZWcXyXxyLRn`=KAj0vnxdB9e!w2{q4-5LrQ9D&;GP>NA}BUYH2Mx z&TX~w)2C1S|NY`-=##e&i;U!C2n!1<QPbFTvs+9zYEQ+-M@PGl_sPC~@nFG{B`tDx zt5&ZLoXrm^#1@pMy8HX{Z{79g=4N)=Ti35$TeL8H(u$QUS7t46J2TPS=~tk^+NDaW z(t-bvZ+?D0J1gtet5<$zCU3ix>w-_8IN|X9UHqcO?R>IbVbcYtd=6h1voJn$SNVH6 zhLU$zI2p9Gwb}V(I`}?6pI={ASmq|{^zh+BhJe68Lmd?rUEN-llbbee+V3~##+FQB zh6U_rSBI~+tN$m%z$atT5L7lH(V|p3HI<>_@|~69_9-D(e0_Yx^kOVBJ|uk9&^+4k zE<)7b-rm0c)030GzrWu<dzRJfcKHPh-EQcdotA4AR%5;-{_6@)NrrVXJDC_78h<*& z)&g9;deuDd&VuW$ZAKGj&*o-0di3ZDTh50sUUZmksry?Ml5zUfser39?GEtoDvP@Q zm!V;u-X{ltyH569B`+UsdwYAHP35JlYhNE^X5YGHi;s`bG~L)`t5$6*IM}r1i;4O6 zbz45Znqm6+*}2QtuGtklII#Bib{}c0;{p#8A8xLn5&LUZ$pHrYkcj<3*Ve^mXJ&FT z+)hf?WntniE&crMZTi_cooomGY)N2bxU;MD^sQ5;j@|n8V`DOdLGrPldfWJm-`?I{ zyLOFL`70Hn&Ip}rPc(xW7<#XJSrnz5oTS>!&g-<eGbO#mg~d@|#RIQZzZed@JaXh) zTAJ;iJ#D<w*S7o5pEXNLtUFabOf(=UNJ>&FD?Qsf=?DkIh3nV(Ie1taTJ8VyFsT3k zwYvEEIY&pw*t>Uf)~x;h<|Z>kV`F2+i-UW17O!2qMn+afMpouUVc4e46(@xlPMkcs zaqGsHk6v{h6ENyM^5WiF>AUM*T;6SNyvuTl%u#klRp~(MGpjFMT9=onr>Cd8?{!vs zdb`{%b>BHVGA=5a82GrQ{r$i^{dDd3cXP|v$IZ1a-?n9ggkg;Z0}Bh=qUe<T{Pzc& z*?xX|uWw+^&&B2BoAUU0zr0O_0Yl90s;%9tS1)U8TiECr5OCq{6p<;*y1KeNR9@X# zDO~lNm*LLcyL<QSIbwcShpCZ)VV-^cyB9BR96s$G)U2ZQs$brIo?Y#)DVo6&kEK;b znN3Yiul$pglzjR0<<69oLJS{1f8DxmlhlLf;vynje)iil9N3rG;uNeh^=;b3qN}rK z&Ek`=5MU7d`={8$qoex!yPn<imoHamm}679DSUn0Iz7Ed?~a@~!}E25tgnZGxp{eE znOXk*f48<~UzkwMaN+jt-R;xGZzXka+4Z}zivP+p<<|}w2GYN5Yd^jD^3wS3?%j)5 ztPEcM^y#ywPoL)B-1GHGyt?b5Qymut85XQrW0QaH&y**-m#VIpOHFNWZ)HBv`B>fM z(5VFr5*Q*jBrNoZnECU8VwUDVuZJHirt8JWZONF}+|1m5I4~d}<Nm(CEu6v^RLyIC zeE9LBB0M~NVL(JgL`Hi0_Po1RnrBONHx*ykV|G5gYnN4U@a4DGWedLjdhsG7-rjza zN^)|tu8z(HUZ*l2U*GC)Z#Wq~efku1@5PpF8w<<J>;L`v`SQq-J9lEz)1U9yVNrEQ zis3`Wp1IcLr?fRroIJU6#||00q9wkw%@_=FZfsy?=P!GG@9)vi&(r_^+r4JZn*9BB z4;Q;JGR!{fXH#2sYKo?sni?xBtE#H%yLa#8Z+&NGaBk=GwWzvs`EqbvoSn9|cX06K zm%-+*yezx;oxIGxy}qtr^e!eg_HO$5c{gv~IycvP`p%+c7N&#C?Ee`U8t$z5`RQlz z^SZxZ!<V(DurM8L?G|t6lU=oR>D0+{W5dI*Ki>VG!67p8=a-qrkB|31|5zce7qg@M zecbJBxy#SbNX*IMVJIppvMzsnYg_H^>C>k#Tc*~1)X2a<!YIY#$oKoq4()uh=jK^o zUteF(%Gx^TO^&ki;+Mv0GBzb1RmLJp8WuP1-;Z~8ejFHfZEf`SRrmI#MlmoP=(uoU zW$^N>?Cj(3??#7&966z+c{JheuF_{rjIZ*}oIJ<Y(9pnOYP!|B{N110XFaoKMMYFt zNL5|dnRKdbv&a5d*Vjgym%IpYbv>&6|Ig*M(dN6_c?{K!icU;W%*x8@FD`OxYh9Sg zZK55%E@orV(z$c*&OUYO&!0bhvQ{%@&0=cUx%20tR_?D~zjAYP=il9R^o7ARmcZa( z=RlF04s#{8Zrxg1TKfFl+{us9QkQSo;Gwe0#PHXYzYg=oyA~CFF7}nOGT5Ih)F<QE zADj8|rTpca8l68sKU*8Qd0GDbeZQrpeC#@A8mHyl+cWe0^X1#Wm@@J_d;KU||2F%# z_y6DRe*fgjlM4}|Qexd#cRBMPxp?)dpi5w0-M{Tm8V%(AV`A={oUDF+jvX&U@N&OY zw`7AE`BVNc`q<lc{PD_Fb*CnB%*b!Jy*+=vMO}=yclOg$Q}bf)m)}h^n2|sG|GJO8 z%T}!LP!W-omaKnUsxV3A^Smd2=bP*U%`oqG@Opf^KI*sQhYFiMEp>DI_u1>2uU@@+ z(sYkU3ur!o|B>+y`4#!CkDolNKf1O+#C7VFX_xeK>f9tQU#ii1@!s{>^XJBo_eJeH z*?cHrUyxn@@5Z*e1?#u)xdeuUhE81(^ke<~c?bV+U--T=Res)uRmM9&lMGLax5+L% zuVH)c^kZoWgU9<4UcGu1x3})=v$N94!pUiOo;Mik^15-=F|&zGpTfZKD@l~C`Dag! z-*;vP8#({T$e)!5uYbA7XjxgwTl%$(E&kN(Rd;ul)qZ&3=;3i<nf*Tv9UT|rZWsOd zI%Q2wL&J*`&j0`W{r=alUzYjIomKUHU2E&nSEkuAQg%TNaZhhbN$*bl`)kV<6KChc zuH9k_r!Sg4X~v8lSyxwG*<Jqn)vKJ`-1-@|yZz_eF??{8o;nFMG+DK^;NzpC-{0T2 zFMTy-)v7EPmm_a1i%*?8#Unj0aNE&ii&jQnx^(&e-fHvQS6AHo<)%)XCd87MmL_JG zb>+s!WX1z)y{G^F{@(d8j~>H@!pmxXU0jdfF5R+aOX}%qvAe56HAJK&BzR;@G>nXd z_Fj1Y=E;`_2b&KZaM(BT;<~xkt5>hC{{C*SmKs}lrQr<!L+NGq3=3AR>RSKY|J)^2 zZ;wf9R<1l*^~0d#2uEt_)2^<rRjXD_nKI?Wh7HyyPd?hZv{P8E=KAJzS6A1vva*bf z7xv-nI_gidZLI(QujArk#sf!>x&{V*oL~QsQ^Km``@6f3_IXX~JvHgvBG+!8vu8?5 zON)z&rs+gpx_R>C&6_t*o_zW5@9)siP%A5|6W$wdz7an^|NhS6<JZou3x0l%RX^^| zzS`<*XJ(%A@>;0ue(T1KJvBc!?bs3F>B+hG()zV)&sI$Rd$5_^cK`2nn>I~4{BXvM zS$3yRMQts5I`{T=|36>F|IYif(7D~j)bwY~zq!`s-`?NPKk-~YW=DXHAP?K;_djxK z?Pr7?y>!Xw|H;WWa&Lnw2Ok9io7!(VS678HOqe|R@QaH0EfpXC{r$Z@X78!TA3Y|; z+%-7eZDFq;!vPv^I5*F_{L>XplbdHIE%iQ{n{so7&dVKTFN<DZTl?D6^TlIxas9X_ z1s2csV+@{rW;}5H{QEzx+|Tu6E?mC6dGq%AIkT(({P_6v^z{7RUf0h&3;A{O?rmbN z)ju-fy!$shJG)2Gj1BkefAjvFcf0)Eot?$cr@zQx*irM-Xx0spg{xLoeSUVfd%E7j z^N-_qRZQ$VlwcswTxNe?&H2yYsZ*w0Snk27P;tY6m9>?Rcm9c~sa*1fDRXj`9qm0e z!*BEED<<7KpLskTr@c&6@eOV{m|!>Q{QVzonY<TTLb!O>t6uegc-de*r|Mx5yGJK1 zZu)dfPc@vImcBAmEb^ITmf*|#i>H|Q3bHj%oalOT!;MZ!4&B}JUmG+2GGaEoFZTP< z<F{|#NCf}rXigKT{P>7<Ru0?U_4DoP>s~+eRaIU3=~GeLUX>-wgEfT=!!vv?OGX}f zF1biUOG~S(uj$zvNee5hwDk1FFB5NV&HnCq`7kK&vzYHooHhSY`@!Y2a-Jn$axCtW zv8mWly*=-rbDM+rXP&JV&8Lt1@HZb!uoHSyXK>d4;o%3tzGj~dU!Iw3zP@|5^z5_y zs=w>anj8Gf###5=gHMJab0s8KdUVOXOH5UHA+}3-?Y{o+&$#%#PfxS6tV+GL)4bOH zt-8BmJjYtwR(`hTgEBYv*B_i1&K}O1c`y1(e$2;1yKnyqN%`|+MWekj%jdNQ1s4<+ zdZ>tWZg_t%!C-BB_K5&z)d#yOOWT$|@_nGYQ~t2t83EAbVM2=A+JC~~UO8qV-L2c7 zfG0|uGg+ew>~D(q8#aUHO`CsaL>1VJN*eWc90e^Xb2D4j*I&9Nr}9a(w$HX+P$BzY zc!|%pyO+ZG85kb?{4Ac-#USwi9mlkYq)ydo5oXG_w`OaLop4e6{<$tsnv0`pQNsZt zZ=H=tgied8sJ@##W6Oo_%?mudbVS9VT2ATAc3*ajzng(8Ac_Shrqal8^2C$61_g$O z1q=~73Ys7jymdC_1TwJ(O<4P}cM(TIphKXFXClbfq|T*0lU{mDU3MyA76}l68uCy3 zCXdlB`2`JY%$IpU^-pnRVrV%x$K=ZO?a|x!O@1tY)qh98)cQZ|j5=HH7>O`2vK(Ah zo(}O#l4dLug9G1>eA~J|ryfpxy8mofJrhHy`QoN!cV6o){;kL%#?7G7r4pe7Gu)M_ zVfB7>afS-J+B28^;xt)yY<(V3`TytU6sezX0xY5TyW9mG7@*EOrSg(fd`FC_hQ3z& zs!xXw9f}UNx>l|JGC;&L@J0QC75!6_kN3sywQ>v6f#|s3#lo;+g~R4QB2&W|rXOcj zUAJys!lQq?jjq*2FgOUXY-nKMN||u(+&O+DBaWtk(9o?LHgIro{HQw<QMsTYft8&- zJ2O*IXWEj|=qZBt`?qc0Jl85WYV$^jZ|gXP8kicqZ}X*<%Vy5mUjICI_Cf7ZMib{> z&NuuEPb^~9U|{H4q|wB{HNiXEk;ygp-lnHlUx%CL-JNAp`RUfy?8Ao-2dr7XeEHh7 zy2*EU?TYgBG@YtoIxUkYBsX^Lk_bo`MSC(aFj&l3>hnG+ReVmuzAxVk>=-mG_3v#w z@?wI|yXAH(+y19ab`WUUvuBUv?y_cf{(GCt&tGh5u`Ykd;M(ilo6oQ@I=P)k>PxLl z%i_g{zrDSkos}h~7jfa>rAtR{R9sr(nSXDOqvzdSrJKXo$F;GwHGO-#J@4kG^7r$E zkN2<tQQKPD&Ig*oTCl0O=ugdGp4(eNQ;QD|*DpHT-r9EV-^2F0+TXV#qUG&sZd|#s zW7{^dw|6eKEY4fEuBX<_*fe%)(bD$a)$YIh9v|y*Ja*O8^x(mRYHn_AY;4W!yj7pR zXy)!o{rs%&+qbG+RiBlV=i634dwe;1`f+XvsQ^u(g(B}&)W5&FdU`=_bh!BRZgKqu zym!5Q|Cavzq*mFgIxQmUr>_?SgYkdS<H1Io-p!Ae&RN&eG)1TFUs;IRcV-3$L6&X? zCetHZH5wI;ENyOH+}U~ZYxecPC>DVg`LEvG+^p>0=i|9kTJYoFO-oO|yR)zM<)@`z zdU`fpU%z;oE2D$s!R|(8wzk&Rr_Y|=-BGzY__?2=;^E)Ff1R6Us%@*Be09}S6;D=H zmK{5GJh7?UQ+9S%r?A>RZ(rBjwuO&e-fYW#Daqf)$9v(*C9C>>GPh3t{r#PtmEHVi z`i|n~=WZ51&%eL(^M{9r54ZnU;SdWjIFRoURrTxen)a%ys?BL<7WDSZ+Sh%%^K*%` z`J+dV4!QNkeEi)t=lIU`@%!)XELLX-4T>?!IMBc;toF>l^3(74``deYwDok9IKslh z!g6xfd|7iCRG9oRQ}JMx+{)58N!eo(%agFEX%2x?D%Q-KR~K1nDZt_-C~0kJSz2Ds zuAtF%YhUf}MXKH<rC&orEQ*z$%UKq&a6I}jzdbf4rn$LYQ$s5&Bg@LF%;{Lksq**B z#Kgqh&dpwaBCY)GwcHZ||7(ALTX^HZ0f*YZ+f+P-bizD5PW=1J&d@Pw(xlDl=h;}; zjJ`=S9P6DAnsQsP;>F9SQ)gB2Hv|L(aPV;kJ}d|cv6xu=Ja%_kuh~4y<Ymj2E$dvl za`x=m?d|QoYh!1d<+Aa}bj-Pbu({pJ+LBk!$i**i-|pSj+w<=F&9~!ad1zmfac!}? z?<X!$5&CKNluHwGUobMbPGs4@!PKxQWun8?^=`-a)kH2>xUO#wKSOKJ*DqfJ)&xX+ z{Pp#9N8n-(F-Hc+z$>>`X)!&xxj9`;P3;Wt!Rp8lk6QQb+qY+q3`2m($>*QtZB8(B zF)_s2#x8heE+Qgw<>bXc6%jQV%Qw%SExW%V)+&|Z!lf$?L6MO^udWVSpfPDp^q0?v zgw_2zT$Gv=PMtdSDl7ZxlP3%g;nTzO?=0i>pWbe^WX+nG$Vkt?CzI9v^X~3>d1Iq8 zLx98Hl{JswJi7EkK*GHRoY>ELGB7bHt$qFeH&05Dy@>0^h$0o&Koy1w3@+V591N@K zKI=@obN9-XJ9qBr<;4aZZDm?;!G2L)Y-p&d-gIes`TW#e-yjj!AQs0!k<^5Yig#}! zyRx<@HXU8m;8eZzdf5I23m)9vEmc{`D(0>C-*aEx?QJ5iOdxAS8u$Hkc=h_V_3j-q z)^$2{_xE*lT=eaK@i&f<Q^b|QQBXi!y!_{<r$>&s%v+cDZ?byWv}r1l$CEbBIL5NN z&RN8jaYIDWTb^5$RaNi0ZnHXUh|no<DarFVZv`spPUpK!Qt?>UdP=ZKfny4ncb}_3 zOV1>xRqNKRTd?54hxzqwEbROe78`<>`>{AKxNYX$$I2qW@MYIxx87OC>E|vl_h($N zVa10xH#f65@<<vzIo2!9&i7{h+O@jc+PjON^MU&4caHDOaF(?$d-Abj|KD%Xxw&tz zt`6^)v6GRI@DN}z+4IHaeP}^Jfsc=mTh*@l^W!hqF8jW!E|!5ofUEV_uU}R+a-NfB zo8`GgUhFBHto%vd>dXB4f0loqKfHD8*7p4SaeIrN{_K9v;&^9&z5TE0@w1+Zg6g5C z=9)_tCjVaf-eHkO*Ba)8lN!fs{_nL4-#dA6vX9T1ADqJ5a=UBgxdZZJ^fkKH{LVb+ zBrYyK|K8r)uU>wAefxQ0npnVs<;%-|oS3LP+g$o%@0_`FCcVGI*d-+?RrUCoZ*$q( zV||j!$CHk}@7`bab=Jm-7msubhp&%J&d<O8Chq62Uv{;hj$FSU?&`WVGiUMMtPWmY z*}%}yyI0TVepuk>=H|wra5Umi$Cr}QeifO{yW7rQIdbICp`@o>qNQ8kGeku4%O5*- z%xHTzIQ{v0trRddH5GB4$a|$TFgiN=d(r)!)w7(LnK&14h;=X0U|68>!wb~^er1}y zXV0Ely+=U>(2-BVUJ4z|zrWXizgu2ZRP^c7r=p|{5o^SL)y<Q;&3tS!rx>F{fC!iK zVaa`Vl_n2090la$<jx)gw~>;5W~!RJNJ}(imI|CYaS}5F3qwGPv(c058oz)2@R@D( z_50M-5jtU)p;e~+&Nbme6W-OWTD^KTW5Xg32C)e$u8a&HO;1f;?)U83)9-ICF1`s< zyLU?0mt*E;yZ<@gWN{2=k?CIK(KKPPMo`zCf=88)T?{17q^CL6*LsTUOpDkyZ;3`) zposgf@*pDvg9WUv6GdE4Xc$VI5pVs%E#|Eg?d;`V^_G3j-o5er*qRs^#27pUSOgpz zOgeukE~s^ulHhr^`Qz=z9EJ%+2a`HeS9?wH;eN+1v;6Q*Z4p<-2@E2xjG^v=EhZ;@ z7@H5)<Y{<4V(nI)wpMfL#Yw*z%^dzpSbec~opdSnaF+znGw((P4!EnhRGPyw7`qmo zuo7a>n8c*8#QWGTkZsCOn~n;d4x1V@;pAV20G93r8k-JI_M9%k^X#<KE3o0J7bmHt zl-O&CHm&gY-E|~kpX|PcNxCmV+OAE$G~wdkJ?(zcVw!Wi#r2CUWTNyUHaNJuw<~nq z-k#qbnP@P>zYXT~M~Cn5y9R|gpIzmudG0_X^Wj5>BpR!#st&jFyPuAXj0_A6tpEG< z`s?fKWo2Zfr1veqS+dV<Tkh>=Z{Dm~v}n=VwRac0_a`6kGt^Cad|bX>#-c#M_{;sG zZ*L+?OH0!-n9JYaQ{`}qj{bdjcX`Q!E>UfcrWg13@1K$Q`N`9#t?ljGb8m-vdY-&= zspwdbWNT}ykFrm;(qFJgCIn5m`ZqvCfQ8XzZ}eon)FYQJ6<uEDoALAG<Kt0LQRmK` zd-dv7hSkOYa+6fDv$JO|Tzg=N=j3C(($C+%t$lQ)(>VRykKe!jXPd2EvZN*Rd*PKU zR}7l%SWlfgrS3m(Noq{YoFBVSPOA9vA@TXSx$p1q-=B4L)$8l)*GF!Cc6D|5>1n#j zw-Te+UxL%nq$zzq@7fhO#JUwcyA&E0X}p}Yb5qKTW7}uUm|<7@OGH#ukOe#l*V@{8 z@ZiB$uU=VMSt%+ip1n5<G&c76ygk2^Nyq7@Tr5q&%l#I9*tBWWg9iz^x@*mHZ{4_c zYo2|*9K)eQhtzy$xvamvzyAMH@99hovs|lBPt%pPE(-|^+*$fMEGQ_bU(VLV#AM5s zEo{6}U;b47HE;2oW3h1U+P&4^^Nfv+d3k#$Oqg)$l$S_oboB4X{q|B)Qd*jtk&%(I z_H{C??{98i?%d9I>eMMSGc$I6IhV%pbup3q>;AsGyL-A`?5n3wpT2luk$9-(%9RjP zQ&WbDFE1u;-@bj*rcHf)=XxZK18kY!K3NyL+p7HCnWsg&OJ7f$JC~OMG-bLi=jO%5 z?wm~u97@K<!f&5U(~a)w?KL$qVMsXMC)?N8r=_LU*4Ad6c4oz@RZhDb%g!G=)^;{c zT1rYUdYg{5HE3nd)2B~0On;qh0F4)|i`{+U)8F6U=iAlZTJA5ea(!)ddSaqubXa(J zc1Fe=i$W#_HNQDG*2V6AeSJMU8=IAdMMZV>`x_gRA0BEw@oD@0I%5-)l+8EKojZ4Z zU95BCi-<lM%cP{FLk|no{O83)M_bqbtMT>qwVPl6;(}t~W?pHt88c@V?!2>Lfx<+O zmPKjj=G@#@Tb-Jk>g|1cZS?j<4if^3va++ke*OCR@#D<RPft%Te|Kl*w0P4Xy$GF+ zIkqQtI(jFb{2L(RIZ=hdm4UlqlHN@1(+9R>Uhb2(U$=U-cVI|doE!s>oK1wI<HPy& z|8|zVyfoW9-^tl|=4%Fq1G`FJFY})t7ZxTaDe3vUS=D<QXp-#GQtz2FXP%y}A08N( zxb9lZ)z#th76lF}LZxqR1gZ$Ry13lgQTX`L(QYm-E@ii#1!qs4I^{RtZtkpEvnEfT zJZ;*xw6jtocJ=@MyuH1BedJ~}Tie>BU7}oETnq)z&dhvydAWY%CKYAn<bzGDi{1PE zyu6qinA!Pe%$mi<!gApxQ^TrNs}?OvijAE+f4=<ev->JPr^UqF*;o5}nogwC?KP2` zpIun!ymaZ(XV0DqtNXDubaZt5{QR6>!k}T1M%N-8U0ucnYu4x(8XBsqvYO^zy>{*2 zr_=hGnVHq!-dI+Dd$WH3zpfzb(pOhj1TI!mQo3~M5}%C4g5}Gv@2ma2|Np<)r=Kpm za;#U{JwIyBgb5Rl9654*eLVAlb+NmfnwmsJMFX#FNId-M)2F<9dpe(de0*F~RJ69H z#>>kKG+Uj0O=pU+NmNu6!-n+p^FTGem6esL>DJ=s=W2g{tNr>))JUMyMcO>?&i?xU z_x4sNCnx{@@-jFywDjerr56{w_e+_s+OtPy=H9x$zwYcTe);mH|9rdJkB^S7iQF8p zW7n=<@9yrFx2f1r^77J5<Mg<FHIl8)#j5Ucads*yDtdZ-+d8|uCx?94XSF0|LqyWe zSwT`dX$>qK(_|b492geV2R(H!`uFGOoH=ve-rj!u)~%?>$lUw;Yz+-J-mGhS@F1bQ zyu3-_(BZ@P_g0tx|5wXU@##tD;>C-5dwJ)de}8-X`tEM-;;m|DW*WOI2%I>1Qd3*| z`<t7^H#Q_PH6FNjt?cwPU2(mb1@GHROG{UWt$kErF>BT=Ww)LkB`<{-I$Rdbm@(t) z>+AedCMV9ES>r$7&d$z`0pyidZt-8gf6tyVgN22qN6xnD`MJ3aA6{Hkexg2W(u^51 z=Fi_>{M;`(I$B<S{)!bVuC5Lb<`q4)v-r7`wDjrIr~T(x1pe_mwP4*kJvB8qXJ_WC zI?75)Ro~y`CM7+3_ikUxNugbrK-PSGeB6Jw+1WdH_IOX%TkPJSH>E4(%h#{F%iq^M zIKVhb<@>w4+I7v>u3Y)@_3P624|bQm<>KR;Hhuc}lP4ES?MV(!N=j1mpC=<El$4pd zGw-gIuI}2mx3@1|@#@v9v$M^ut*w9m{Q33e<>d<&BpmG$-L`F;{l6c|3@YmC%Epsa z>i>QXS5;LtHQkzedRp%NeSgo+HfQ*7+24NWu3b{n(!YQI?w2y{vMZYqP;}_<;q!AW zo4ulnii*O*!U_ru_MQswg;brMO(7|z_9CI~SN31Iwds$?yZig&BO)~P_5B4{90jDL zq(oewK6_^Lmf_a+_5U}?I0{5XMY+1VG8j~Sd13$W$Kj(#Qy(5`&CJZ~4VwU(oO$u| z(4j*Q54XR5{d#kR&K3UuUtR`_EM2#5-P*Oi)3$EidhwZ@ZB<Bc@Z*;+Blp)ae}8{} zzDcH#6-$#sQc}_jX9bQ$8*^=E&YU@I+O%1-W_gsoytH)DqD2c9FnIn-*t&J=>Q$?> zw6rFqG~BwGQTh7X+V}f@`vnJ2R_JJCX1{cN(zI#UO6E)Y%&`cJ1A%!LcMD5N?aIEs zZgcwiA`6+ea(-^^+uQT+?=FAu<>e(LEPQnC<Ry#ietcLsd$x2`+Qtabc#OQAOOUVc z*&8<`bYH)GdGq$|#i^E-ma?*QA3aJ^nL2gq*)wM@Y??ba*4LN!)T_PK-*4T%y?Vup z1%H<J%c@L~$<BTaTKD&D`;HwJ^78Vsva(fE*GoaG-zC#$Ki#`BghL@B<ZrRX)k%LM zT$CoRU8{RlB0M~NnJh!{1SZc(3=bYZ{`}+P<G{skcXyYczj(3mc%Ll8fh1F_OS^Wt z{amzUiHm-}r17#fYu<c%dO9>T^y<~CERGkL_s+T-^S994QAOzQ&*$?WwNIEagM;Di z?d|8!oJol~?XWpIzw5`wD_5?3d3}Ao_jEl;Ny)8Sx7PpvyZy(4tzwZI5*(vI;MUP@ z@uP>?`DA8Ho3<_Gq|nD{o-Xt4YM(rP3R>X(__3~zj*P4<<AF10dK5a?`Q;3HqFwfE z>{H-qTT;Bh+>#xBF2J^J)9kpvG;}|C^5o)TchI7Xqut^nu4m`l$N#yZnwl075fKv; zlbf4cQ}gG<MCGHo`|_5=f(n@^p(U4`zEr=utnxZ|ik>}Rb@gv{ez_;lpBpQuxcU3% zzqzr|y-#MQWwF{T_3IZeF1&q#;lahl?(f%17e7AM`|<Jd*|TSBYiZrvU%%hZSXEho zLqt?m(mVsS>~y)ibBC~iz=X+@mG23#FgPvTux#0}OP4-9Jlvj|nyT^P*VorsSy{h+ z{dzQwC!k-@cuV8)etB_m@$+-7!~OmJ{rvPyO{ey4+PE=u*ZH0+C8edhVDNGm(<0y5 zX3gyU`>MWX1%FpoR|if0-rZf^T|OrxJG;8Fa&5%MCc_OIwrmk$(9zKeSTDgaL8bEZ zGhffMC6g+?zl-(q;)?R~@(KzGF)=jUS^0TcZ?CU|1H<&wtPCHMrytsoc=*!g%gISe zSy@>rlD_}0DnJ^SlP4t_GS6yN;AmoXVBFB46g@$x;_Iucv4#QnOE-UcdHMLcb9o;g z92D1!srd8b<Nf;ovT}0gOeURqbhO)lp3Thp^XE^SR`&B#YKi{mFJF9oe9oLct?c>f z`~CXqk8ZOtIVL43xdx`DrfyC@pXO%Xc=(~uY_r@)M>;t<Id|^dnSO4L<JLKqpP#+G zu~At|OUu~U*wnQ2>#M6PLYG&6fA{!UFE=M=<c5TUN4v!*Po8X^b0Z-?KRz(<;p4}L zpMO4l=+LE0m;C12+2-Hdvod(OSJq}H32Eu&OPAVKeOa+&$&!`wS=ZOa&Nj=PAb#e= ziHN;brn08>|Nit!n;$!J#HQ-Yi)UwNuh@O`#EBJ~Hhp?@v|CkG^-=PZS(^$UADc8u zNLg7qjm04%;>JW}_eql{J3BeOI8gffnr-E$BWKUPJ<teh(%Tk4^NEPKvB<TXA>r4T zm)Y0X_4fClKXYb|NoG)H=F9edx0bG0VUc=j%I@;_YO1Pd=U5u+=&bRbZN}87psoG- z<KyED1wTGKG)_Nf5T4C<rPeh6-kt*o9I7@Q&1c92H@FwEFf_b+vg5>wx#h2pb6qrX z@orzF(WSEBp`Avo*MlD)AM+*s`FcIxr<?7`lPBlqSSF{Ziwg)O<mTE|eoC>mwOuwb zB|_&~kEF4Vu5R_07m5NLixw|tT;M<7?(wnS;?mNmpMR>Vs@}VI@61)H8#@XguZ`Y* zYisuPrQXvwCLcfbN$Aq0rQXiY&gwohE-Z9ze|dSivbjOUhX+4?{Agz9zjgce_cu2` zUs)Mk^8W~E4a?f-@=s4r?yLP>Rb4G_Rg&@b)zw?KZWR?39q*H^{`{<W^5n}O9v*IP zYO4G7a=BY{R@46d`+IwP7cXAi*XMUxYwoI5Surtp=2#Z<@bD-pDJdx{zg)4e_IKXh zU0?g{|83Z|P0lFg#Odk!j0aAf$ar^Wr*k{s)r%J$d#6nb2nt&Cdxb<qboA|;H*3G& zEziBZZ7H*L$%}&D-`?`cTKUYix_b0z>Zd0sXU&?G!E$gz;$bnJ2!rZxIn~v_LDSPV zl|ezLCIy6s&NWDEnm>R3^y%Tp`(*2XzcpugadGkSDVo8%%HE!O{`vdc+v;|2;;fY2 z`)a<wyK8Rzj92k3sGk-#`Ri#>%jNuXJ}$=oosL(oTnP|yH49L8%gxP=jlH|G_&HN^ zlgA_#4h98=1_chyqQ~*94a;Z$wr^AMOiq6M;>C-^!)=C-qZ)<P{aRXEO@F7|*q{9Q z+1dU7|5b;DiA`d04A9-GSaWj0%V)>FUY%S5>V#)|Jv#93@BOWo*Go4QoSb_0uj$i_ zh#tO5&j1lm0Tu>F0hex}&;NZ23qR)X{~Hz>YMOFFAnlI$`P<v`FJHbKzAi@d<=o}# z#Wlf6Z5a!L$Nnjc%u15v^@84K7VffS@#<qzV7L&kDfIb&cW0;PY_nXm{Cj^)%jT?! z-(UCc&Q9CvZ!Y;?>ykb8C2TyhX{*X1t4~*EKC3cJDY9pA1a(>WD)=V-o4?S$;`98A z`|JPvU;Sj3eNE?AH>b%J^Ppv%o?wgTu}moYdE!Z(Mwb!?Q^SH4Rt!$NQr7hxOt3R& zVVtA~?pJtvezx1RQ(l3COVxRSV5v@~5NJ21$8M0lp-WRzq^cMgL|g+!1RNGDymLvF zt@-Do33Z?#()OIt<+D|ui2*c%sv*R{(KJCxFk^>0Tk}sL1(kSEeF1KiIur+J=&r~= zF<H-0;>`56Dc~WIU@zxoxA+4@1aug>6c`$qxR#vw`1cEEQ>#qEVY`G*)oJsCnFJIb zf}?+`f~1)7f=Z39RjcDwA|SIYNt&ytFmy{^uwiki-7VJ$8iVRoowmti<%t({4Gf@B z*setzjtGH9dpD(Oibme$_he+aFnKv-;HWdTJBZ6@r+kw_gbowKiCy5KMsJ;sQv$sl z)xKXgXjxWw>Q#PRpR93OsZY<68~R?y^6pAmCABPxP<eiS_V>&F_Dl|Sb^G?sn^*E! z-~HLsr@PAE=Vc^pNd5e58E78pX}IFj14(Qq?2a266c{wR7BOf@f_8Y>?%7jeWs|I| z{9n;|(xgdCB(`f57j61l@>S(%U6iDZ%$uu=+n3x(OZD^Hrq{2oxy@8n>V}4<n5RMm zL(_#TSAIO59zW|yUBe&!^M{uC)|b4!_V(rG<;lnTa-~4SaCN*vQbs%FyObJLG`TpM zSRGC%ZO^@JSNG?Kpt9Q?-@Vn}-`$<?@bKgB?@}eMU%O_ydz}g=Lr{`^NKk3%)~%&y zk5yGv-MD$nD{^}zNIcq`>6AF<#;-ye3mQ}`Wv&J;R+iYfwo2^Y-qjO@v}5gRe;sjB zm>>eS`RAs4tsV_Wc{1dhm?lh~y!eC_!z$OG&)(i{<rdS4-lkI%QgM6R+a0f7Ik)jd zZp{*95Z!HB_Tj<7<l{YsFEaKg|NgdU(IY`+w;3~MMU`%d*`BBCrKPRCI{f^59$p?F zU!UcEv%{jJy(g9)Zfd^2r!qM;H8nYR?pFihhOYkm*H;#&?_0Pq|9{=jpOrm#PgKn~ zYHrlk)%EF1LHVmYm7kyKYLunC=(uVB=fe7Ydui#}Yu2oJ;~rVJZ(kc*Ti;wORTY&5 zrN?_^#Wz=(dTCky^jjZy@9nLv#jh_tJ@m8q1w*`uNK1R`ObKbpk3WTv`7dB-Yj4?8 z`T5wbQ>Sj7vU+_{`Qsgnq9-2W;o-Ki^Ln?M?v<8&nYp*>n~90R6KP4`c{VdAPX3?# ze&6FoJFeL^*r#s`n6~Uvxubw1t8}d9v3u)eSwu87#SGMDRZL#7Q95~+s-fFPZZ3|l zz{gv=yJ8)Vwlz&uI_fojTk$=6wri=8ZKmet>($P`FV3IyevWbaDZb(vH)k%aeA)W> zd2CFKsP>DiyT7jtJ}J_WIOEo>Tbh&Ay>*wqd-o2snqk(i>gRd)_tmBbt=xZq$D~U_ z>z@AkQ)3(~oaZKMRT8neYU}p!e1Cs_hDo!gnWcP4Sh>_y-~arRCztQ^aLGMwZ*42v z@D@}B*8ckPY`#-vWn{{elIZB$dULJy<F*9ot!G!5IdkSVGqd}(zk8RryQjD;nLj^1 zBxFhwtF5gqzpT}gJ^OeLuZjBU9In3n+uPhjhYo@E?r6`qN<DQ^*<D;G=ET{ItE;Al zuV1EBzwhjKD;1%i%O=_%dVYR>@UK_>xto3e-`f_W7ap?o4)+$*2V1{<nKVhLzP>(V z&)2@7QwBWYRiLI6pX{w2h05M97c?^4+S<Oqv-kIo9Ti_*T$HuG#V>0$Wz(A`R&JZ> zuT{UkWFGkOQTp2Y`G(2I*4>E6*IysKJzv<V;ZpMPe*LH&28xCkPo8}Fd~5b$r^9}# z>cUP_#2^3MoE{Ywb@JrN{`oc^zkYmqZR_gk+szqdY$`q+IXPKOOibr=RaHfgoUvNr z`FX3u*ZuhU^JeLb3wz!9j~dz6{wjGhW8>=Z^>U_FUs}1v)mYi%_Z1zzal=Bx;KJ3b zUyt=lD{Zv+`YM#+hN$%GtGmCiy}e!ZvX+?h{R0W^C0m;J{=ItT%EiTQJ9qEiy<>+? z%#MO1Cng^6lV87bC8%L~YFbX*t%w^JHW~HHSZ=C2+!lXry}yqS4;Rm#%FoNzxfm5b zI^sE5?d%*=?VndxHZ(MxczJo}DTW0<0)m2q{N~wc3U$x7sWd7(GvjLZwH`UsSATwf zJ~&w|c4yJiBS%y;G)^47`t?_@bkar(Q`4yei#}=ASR}gzCMHHzRi&mropEt-udk1i zvN9uRimYhopG!|qPr0;Y$&&eXe+qA1St+8Rth{)`hJp_d4xW0w+uE+~@v&ad-`_l! zUV1rk;$>y!<m6;?7uTuNrt(T#nf$q1-gxQ7f*IR#Z|&N-^W&RR50y{8%F`!J5^}t3 z5Hl+*+ptBztI^4M^Pif3k6K-nE}CBmkAC&;-Mhz+y&LcCsr-CyuC@1c-OHCQZQHbM zmQm@eeM?lFJf7?I+3mAant0;Sp`<96BRfAopM5^#^Ru&p6DQhMeG%YjF}9oa(Li0@ z+<g1bAXgWcpap7bYK@MLoSmI_9-1o{TsU;7Nnp~vy0trY{OH!-C(wQLo}Jy}KYt!Q zek{F=b%98k`kS)ya(U~#IRP49K7RcA?W0}Qmkc*Ix3aQt*R}UuynOxgrAwbaeS7w7 zb;qeB9vO=Z2Nwzp6ciUrTNXVz$}O(Jy3pgtgM-a~{?z2==7xuxPZfQlAF38mP*TFf z#U;eS;^^oY78Z8AU*6x}zy8~wpJyUBOSoOAclf`r_P5ruP(PO^B^#&B5STP!!h?73 z?8@F)xE=WM<JYerKV+=S-W==gdGqFtsCL+k*RQj|T_5xKo|e12#dTtCEc2CK8S?Gr z8~?{i$vczU67A;wGz>33(jj>B=FRV$-!VJH<gA%Lf4+xGSe}-hU0u`>6Lxm?PM1x8 zUa#kuu?UC@JU7+panGeomku2|JbS&JP-o5Lle}9*{=HlN>w^wI1H*zTK?`&k6ub1N zN2T31%hl4>K7H!c)u~N0cUm3?O$W`AGB-CDe?Cu7Z=L=6*yyl0H%(nVt(yOPzgL&M zzqhpbx&HIB)!)9XOp0<1uH3nE|C;FMZ{EClbm#KbtG)*ejvjT@GQM>A^5hq<3QUZR zb#-)DPBAsK?zG$<;@Zk8CMKpdu_L)U`*l-OQ=23sL+a<E&wBCu-aLAA=B&ootXJL7 z&wu{>Sw~lQ>ybritIy}=U0qxF^3u{kWp|6R!jd<aQvd(^>p$O?`BdHSx8+y$<EyHx zckbS)`lc^Db5*6LN$$_9?MxwRlQoxZ-Ly$dM@vgfYty8Y5^WE)Zr`|N7Vp7eU~c^M z+3e}FtABn<eHUC%TIjjA>g&zT=|3xXPMbFE)~#D-udR3(tf8yBdd-?Gn<f?J<lo)5 zU;#q|(^5A#w_CTY?(`f<`gmhw^5e(l!Ct~bLQKs~Q_T66ZrQNm!mU%Y7B5}8G(bZ~ zLn9}`<KA7KPM3WzpYZ<IcHi2*Zr7Yyv$*b@WKd*cn6_!{rsc){%F2tE*j699#~VJy zXiCrm1_zFUsY`>rot+O~xw86Bv6oK3x=(j1Ki`s&jNMZb=<Z&AecjyX?Rm)z91q1- zCb|X9G||z?`84IENXMrwUfqmOpFZ`UZ)<F7mZtgp!}oTvXV0bxFfs7{U!Eo=*4o-y zTDsL~AxFcrC(pcebv08(jVGN<sr~)!uAnThgQ)SYy1#CYj*h;ubNeFJMARw?FffE} zH+6D$64Q+oGO4pMP%%=P6f{jJNq2H?$E^dKzC1Z8%=no3*Z0@g&mD;{%>5h`8$0*b ztSHyh=jYq!ui%+5fByOz`E_;smhRlSbLY*;>i!~A<;BI#zc{pL=%yUzourex)F|@) zzS`~X?%Me$v+rbG3+X-@)wOJjeXChpn^32UzW)B$-DOiI+_@9u?R~m!8t22PXR~HW z$k?QQdU9`X^~+bUs;a6?a!wu#D(3Fqv&SZHrJU`l_3PJ9H?84fS&$eWxO=wZ#1rOo z7+S1TR`CA6=|6cwTix13A-PvCUg*T_sd%@i^7i)kpp|l(nm707-#@-NZDq*2dwbh^ zd(Srg<kr$Y_4>)D-Q~vMoia~TQ_H@6+qG-bs#UAr-rmj}Aa>x$kuOhAPj_{7y|YEW z#-Q@*s?f~LOoyA|OP6|j{+^}JcG$psn$Eg)Yxh=u4vUGIGk?B3qZgycW3j?_HxD1V z@@4n?ed|}R-d*s}>C(Nu{}>rhald^2zW&>ro3_>8u3Wu(^;*b$U(b{0>#yvsF1NPc zU0M8WN@&QHYuD!5m-8|B^xWPHTEY2a<Ef+ouhXYa?Xt3DI{f6>v%h681j2WjYrcGW zIi2V5j9IgUoLH15eyW*0{npLWnvaiMpWXFgGReHZ&%IyHG_39R_I&j>ehHCghK7df z>dWspFzV^8v$C@KU4PfV;oj*}Rz*)b7NrJ!pZN3l@A;P1Y47J9nYC-zty{Z_H8m?M zD{Xg`Z{EClwsm=&tE;Q8@7dPk=d<d${{8!RdYT?+#HV7){-UR+7A#O$m-<dQ_{@pR zmzxu3>@0p>C>ru@&d0}pudk1vKlkr~RjaZN{$c$u^-(|8)^=)Z%-$;A?fENwx?Pm+ zr+ji>>~*2QB9TMjUCpY{ecunV+yCE_cl+AfySqzY-&~yT<8$T+r?B+7qZ!VrP98Zi zF^-Oj{qJmZZf)=H>Cn*CU8+;FGvVO588aN4*;-rMzI}Yl?7$&lYr8jce$A!Ro2UC| zo!&FsGULJmRqyF;ZZ2NBOXtbS{kJSx@iR$6Qu5|)>ynpuZsy<FVOjjVs<M(falywr zo>NT@8eRR}_R}XNWhWck7X6wfUtjX><(fSc#GZ+H{{EJGbI;9n&9Te<=7Rd3(@%3M z?k+njCMH^1TD0l?4a2nOey5uDH9l0IU-RhYOU=n%@9&)q(P2|exw`6VV&X&Pf2K(% zA02IG=Y14qSNyDJd3(E$7B4^deF4#{$5!-ynwAr{YWec-hfhsyY;<g9=eMl?*ED%@ zaB`|q%83cd$NM5rrrcliBP~2<&BTR*hYfZoC5Nw%GtRj1K($-EU)DP8q7j3}TtVSH z#j|J6PX6}p_NLU;vF&_(e0<vB>!w`a+#-17=uvSoF)K^Uo8=`PH+OFSxqQQ)*Xw<K zeCAYJeSd$w{>O)h!OQ$u8BTpI^!?t;DXeyHSEaFm#)_Zogd|KJ?)`pG-n1xX`nkEU zU%k4v?(fgg%*X3CB_HpLHqSSkFV^X@@8T0)(6+HX<@=T{TgJx1CUi((fzDFi$$LNU znLg99;=_YGcVf0K{WHg?a?|F`r@y?MnB_gOzQNGC95g_3V`Flb_e75;_a{x+wEOYn z*x1<rtF7<v$k*Xeez4EB(wgHy_${WVML+-k{=RnY+AGtP{xfLD@4K_5@N)J0z00?W zbh`YD<=k^|#c#zH27v`rvfr&$5MW}^o%-p*I%jra;mHS`+g9ni?$hg+w@*yY%}vS@ z5)ins2c&K8N$G#q_obXPRa+Jw5K@@3iQ&oF<;~5`d3kZ(OKoaqe4eme<mWCKlZ=3m zlaI^XKPJoB>GH48EUqJ1x_8(7wtxkv%r7ZU^ibI(DKBcHrLVnu&6+i9*XBz6EOXNl z^HvdJc6R3G=AQTUsdB!_n>vjEF^<Nzb!$Z5^>l{$bRJAFsQ>N5!^gH@tLfG4d3Ps8 zozgj@t18qPp%b?Dd)U%#+qP}mv}xJ0U%$3y$I8eaO%nV+F`l<_apHGp4TgYi8~w9e zFMLQ$FpxNN-+p)5JC=r7vu?dvqjOx(&&tYbmFc~69Y>Sav74HhoH}=E)9V|7I%1z? zeqNnmE_Jtxp+&%HN4@F7Br6`a=AZ3PzP+`Uef#FWS#5t&NlA&-jazqj7PtRDv3{D( z#WlYf-@RjI%(a>MNS&?u;Ge}o0Rah_i66JWsowG8)vKr((IO%uA7p;co-CcAd1zbi z?Vw+;HU>Xs_j~>N_0v1?Z`l|QZ78x#l(IIdOEQo+W3QRIbm=s)psO3}*JosAii(QP znmu!S#glxub=pQoMnW7cP74E`o(%5Y_j}<KrVTC%3|jeb&i?=f*8c?|VPRe>LLjX# zJilmZX;t+9S@py(E~;yp_<asR0WVIIlI%Z65)5Y4hrD|A>fX2CccOYDbk?n2{n+x8 z`EoCAt&3ZJGcqu6@dWOgbNsyhq}0>XYK^kR7)~q+s<pMPwY8lYVwG}Y0=Kx{im;;z z1~ay6d3sits#@(5lI@(A=l;9z^fcYjwI9n`{-5|SCEK{{F8@*;RhEpyCwcAv7xc;4 z*`&M($g8-x$aUq)mA~u$UcGfn%Ru45(Qa|y*C4+~Pveudnlg3T{)#vudGYOahkr4% ze_I{0V*UDX$<NDLpP#rt=gxtylZWTXzLmLi{H))pr^g(=_WCY-pK<FigW{B>4o`dU zYkvI1zjVcl7x(s7*Z%tQFe5GR-G!BtXV1QUDfM*Ro{GZ1zrHTJYAC_;>}_{|hDi6( zb?frp<-IF^caOE<%o!i;?3>%~*S>!D&@A`Xl~12Ob#!E!ZF~Dx)=DpKPsi^6*`J>9 zUt1H&%)rXpU!rOi7%0u4U~L_(wRy>ud;4m4|8J<97R0Tc9hs8CV!n9GmMe_RzoR2& zRafkqZ&mv0s?eYEht{9WmCa9P-hA$UX;c0islOF3d*a_QGKi?_&4{;&Tl}tFfN6>m z&%y(DqpnMt@@-GuDPvi)!+*Y=R=HkSXlU;JZM+OFPQC9Y9Y`>kVQ!;y`re5h6K73( z_3+)n-pX%pX2$64FZ%iFSnup-XMQf)u;D}0udl)ClfTQ~*kAWopW(sd*VWJ7NHSPd zn;pG&?OV>NNCpqf>5ra1_2rnkKjGhsiHo`AMAPn`uY14uJHvyIkB={Q>z^fOX>0%f zBLDsMJiOeRdU|zRS^m5J==*c_gs;)(?tRN{Ey$IZcs956Ma<)*DQQ_({uVqBm=dJG z!*I1ltMbzm&m&thzsXvcy}a|Y`@H@66DL-zUTt0a>WaI3?UEIr=O1ow=aF3W;L8aQ zWoKvO;LE9}r|sOe>)Wfl(Se|SK>5jXHWdrBFJ8Pn{mZMTmIV(Sjvke3OH4aEhn1ma z!jHQjxy5yjjEp9oOxbMz_xrjV5ey%`ezdLsCv$p}=JO!CnO{$~a*H!6Jbe=xFCWh! z(CKoMf79pBpSNz=a_7z+Mg_&h?d`jd?<lNeYCLfL`t{?-zrWbHxa;VT{6qCm!fy-e zNM8FtxBTA6kCH#0TI#OQV`VV@ZyMO_W%{a)frFtu>hRaJwLzx$*F+@d<m}NlD?8dH z%3oY`@8#v?xwFlT?fw*8SrHi1I&0Rf%O_8E>DMtlIIX|mrv9N*PR^RW&4+(|ea+ew zmbVBJld@JND^}G+hW`BYZ}0D;M~@ait2@{WI=bN6HMWLJmoA+;<&~|Somcbw+gomK zt{t4JLVI7EubXdQpLb(JqL`T2_jh-#XBS;Nex03R-~V^NUrpDquKrq7Tz+?NwK>C+ zXHVmH)vR1z%>S-Fe0^Nyzc-fGpVdp=Q{Jz&({rDF<)<$%FKcRQieI|K=VHOYkg;8U zXGwcn_!bVu0|8!~j9g1XSNZW7yg#jfdrKxW!-IErRcB^=`t)hjCZm;Kt_DY?pP#oC zTowoQY}~M=1PoFl%~VvL{AuM@n&=S-I`=I<e@W2I9UC9lMg6{PuD!3dE!m2pVd27s zE=niQp3c3#P8PH?IwB&f$aUX7yWf*0Wo2jU>Mq@9XSciTt&XPV%Zq#28BU~Z>XkO% zs8jvu31@x%{<^=vPA=J0_xIOPm-jg{?#~zZTDVkszttv&52tsTv`fC57BH*&-6Q4M z6W`x(I{7r&{B}iF#W&{OyI#q)b!Ohq_b*G-*494V$3E-c=Vg;7E_OTl^pouE?W@H= zHOB2}zrf(mojXTtJ7afQtP*4H`7Xb|<m9AFmoB;Ye+pmsE72)H!2I6v<K=(bzS`Zh zV|Z|T`FZ`<^&eloJsK<K<#p@#las=2i9Wu*oQg^lPt^bUVVr(WMNRG6)vH&pTv@VY z$&;r~84p~`jTQ}mIHg@&XU6=gQ;+g~ZhwE`eou_d<>$PGB_#zC65k&03}Rqdp=tLc zbU|^qtlQ)OF^vE(&8gW(uAiT%?B2HZ!e0TWWj=Fv6+Jy={(qVa4_ouYlg;e>JUm}{ zdA{zg-E(VO?)IXmURR|Uw8LtWlaekiPXAv1>zk}y&W|mbyycsI{`xU(`t<7GKNuRq z^VhFhrIjbaFv)-Zw+{u|H<<8qbKjNNdh*1H6Nm0Rx*q>M|K6s~-OcaX<@cpWiZOgs zRgJZ%pEuj9^2hS6_D`QZD?0oKT*OV+H~Xjl_uJd*@9XAt{eKmIje#Le`MS)`Z@bgP z?>7W!u`4j}e3xUbTjh5*%IN()T}{o8AHIa>X805oe7L0Qos^vH?Bo=38g%|}?ui>4 zAFtAiU)9I@;>yb4xV(K$Y;0`OW-gjj&5s;B=xDfe;ljkq$ks&}XJ46Shpi8s&|U2R z{J)IV8lz9w<Kt~Jm)QJyRN0vn(Y(U`)Aj>mpymN*B11!}rsCS*N-y6}^AESP^U18J zDR%s~*xl>tg7xeFuUOzv$pbnI@!u~2rzopW=IT#t|2DSW<zFbmu)~d$;lt<B<lNl1 zZ{M!95^Fw~aBmVv>!Mq?Ztee`eLpKZyVXf>sjl45s}uF5%Ip~q6!8lQ9@=}peg69C zg^!P|>;s*sx?NqUGcPsu>HXcmSFTty!J}lS_5CP|Ppc>WZ*kci&CkFf@vdgo#`1^Y z7De--{Dgqm#m}ne?hnpdwVIcQw-QvZtL12}6<OV~d&_b~P<<vZR9yVoy<cu`P2|$3 z59OYrp`nh6jWcITnpj`?JXu}p+TxbLebcUU?W_lds=QF6!-EG8Cj3>{z3Nr|4d&3$ z&@}rKo3?Kk?{c~DX=1!?<)Vw__ALf?UWzELaRWCQf;bpuV`H_oSKltr^IkeFD(Y61 z(BAETS1-7A>sHsPu2<8qwz{&)T9;k9cvY1_=lsO|lA%%|oo=8u07Ie#(}93fSq?Y0 zem-A+lR0f$z&+Tx0Bp?%_pDUpVcsRwIeBt&VBp2e%g?V`wd&RD*CE+^Lj}29ckSBs z>sM7@U!T*&jzo^7Q@)>A?{!sdwi~FjY-7qTGB?*(_v2coBjCgku}-AZMd|;y6qXQ< zB=40|HtBe4Zu$25|7<xY2`7$37AHl;EWWR6C;eY7(Ys5YA>+=GDFSSrE=m)#P8#qW z7I5NV_|Bjf{>yy9udlhi2ZY^9UAPljc&_Ii{#)XqBGl>fNvLA+#hd&~rv!NI<gT0& z!~hah`pLN`b7^@{%Tk9(F^=myLG4|kn_NFZDj8BG+JYEvT~H7L*|K(`bjbYc7QY!6 zFz`U^_24}r4z`6uK#3utF$ip4v}(P{o*!&eHZibpI5TK01zWxC+_c3nZ}JPY2{27j zn&_b-w31VrEy_dtXs=?7xEn`-tQ5qGN$OIuHOeg;il!O#_9}xFYF>3;yjk8W@(_cG zookDW(nOCXY)`t~((M@-95j|PfP!qIhwlxG1$I(p_ACq>nU^%cX4yRHZ@bGc;FNJ# zJD@SB3#2h6JLHR7)}>oVEtd*7O_}Wka>=CjKNq+BUO0u-%ky!kC|Kv(3FfonYM2#7 zA{Ov4a63!@`QXX&Eb~hyv&!u6Xo@b?QG6nQX#MnhU7>FKzh5rTm@y;%`&(}hpC>E- zJiBmmqj!l<Pj`3st)M6J33++z+ILqc22Q*c<m6FOa%NxcZy{mftJC&vytCDq&0xlL z&ksvH&z7sina$x`+3R+fUy-FDV45lqGjDy%SJNH&_t&ouUkh4$xX$I#vsb@vK9AqA zd*{}WpS+2gnKz%EoqhSzdd;<Vxhp^Ye!u_z+U)E7>E|B3NXXxx9lmDu?Af<Y{m=fV zDK8l`Gxzqk=zV{(ovuu05?C;0PwQ-1hGjl87yU3ip729hRCH;X`y<6YyEvnLC9Vp- za?)fyW#puI{aSY6>1SsJFE49rYmMDq_xIM;?8$1rx3(HDTY4&=ul)G&uWzsW$H%W< zD5Bw?x?qYyQ#eaPi&x0nJ1t*Jx7sYN?>G?MRg?SbwdcM0HanLFEzn71VYm?VQrd^- znd#y>_pFIp!K+;szhh_62ndVgci>Q*wRzXBs)J3e@wHz=D=KCzUAo10wpsGAzSyl* zqT1`1i(Fe1dHL$ele_koMx0oZetw>?)4SBPsO{VTrQSWi&1~DYZQD3GIZrO1Jh!@J zy64hvF}){I_awF^zL{b8@ZrOKc6Rsf-P24zU+_70TTbM3z1TCpzI*oW2?`1lnfmuw z?`)&WB7J}VaP#Y%)BTtym}XyNVQ1GCEBf~4=KT6^Gf!#BSQZ_*eLLEb;epqDn>raO zp`_&G$2WFfzO^+QG+yx5s^Y_g@Aqq8KY8)v<eJFMX=k<c^!Pq}FE1+T>Fs50xU%I+ z<KN#Wmt2b5TcxV5UTnPS^@YT%t3vJW-IJRqw`Nb>&reTf-@Zu+TDf`i=cnG{q1#f* zzBLCfc8ffjqPI@3lXLgZOJ`@B^-7z+YyN)!_0yZD@1A`d<K^{Oi$QV8vSr6kozi-I ztaRO{$?E<+y}k0{;->$5EXrP7c-a1a|Lfo9tZl2m%rGm>imjCe&-2{dTjja*Qsdv> zsVR3tW^UWG$w)=z$gNwqyt01!&9~E!-}hwJud1Kn%)h>umzV$l@wh)bD?6gHHaGX~ z5l-Qp+?*7nn>Q{l{`Be7&ShL&+)nDO<s05!xOdCSNU15?QdhV3!vaU6l~*ob{`{o# z@f|0<_<eWIo%72|eD~<hoLRGO)rgAxsrvb;udFO+<(BmRcj4=o2{|1)d?@YgEYq47 z0{QyuFD`Zy6%qMxX2r5)Y5$sj_RY19jEdlSaex1kB~KF1IU5TnuPccUn$+IjzH_B# zxcc(mz`#2-n%d9Jtj`DSop>Z6PG9$phi*`6(bSAD(gKPtLGMyteVs9HUR+Snqv!9J z$8b3?oOpM4_hPf08{c2ApEgbGvhwo!9}mCm*kPftWXlp0d;Rz4?(RO`C)+#2?Ckdb z_ZJttpVrp;{o~h<pTEmrUz^G>$D;7jiHnQl;^Lm4pU=%TYr@3B%NH&zC|>S&a{1)j zTaEkf3Cc=IRsH^!o13f4RPgD^$>ihxyLa!Fw<$<C)-Jy+ez%;6$d*5=*L!(+_4M4j za{c=Io14`&HCGniloI>&?Ck8#X=j6?p0$0QWsumEzCNz}-Mz{`KTgiLxcKecx6RGX z{_`v@uC4ywZ$Iy(X~B!__mdt!iiwHgY*g=;@0T?$`}*qYVz>UC1rPr$dGO$LxZdnp zvltKToHAwda=%WOL)q8Yz3u7TS@CjGXXnZH`|Slfk97SE@`{|s%flmKopxrPZS}gC zeQ%yWzrJyC?fH4O4HG7-`^(vuow<AW@%H<Cbw3`qzr21)boGL@Yu`S9FD@^Ce`~fm zgNKjDi|gy>cXoCbo%XdC@$mJvE&IcwXpr&Xz~1WbY%DBxH9rh09vzXrc=7M=@3(gp zPTqfiNA~sguV1~=T6T9+rLp$(`@8G?RfOVqm&Iy`6g^%av#;jK3qvOb1BHaItFF$k z{b#wf<jRV`*=G4{3pU%&wf%kBzf4^vz^j?5IVL7{{rw#am#Xfo`l`iXQwy3bytw-M z8cEx#FF%W)H>vyXDthYW=m;8G>=xITnmxm&W`?p@_pJ3y$G?2}GGoS!?&*4x(%Y+l z7%Wdr7AksiVc}*?O*OS;_J2P7y|OZxU*^X8GPks}v~F?zeMLV%JydpI5_EHG_DiLS z9kW@*nVk>6c#%=f-hSoEmWzwsc2!pt%x^uFw8!;GLY%hlTaT=hyxT>5&)0DX25_|m ztaIi4`RAr_r%O`Cjb)WD-~ITJDJaOt$5&Owc6wh_-G>8>pFS1k#eLp4XZ_;ErbSOY zrll_Tn|bZrjU~?P()#-ArOopMlol|oTel7runhY8^48Y7h1L54y^gc9%$ONz(DUH# z_d}&ywr<|EX~(I(d#iTu+{t+0fui%~&6~BgPoF(=X3yTe-{1b88e~!TCu4Wn+c|UR zhK4O%vczT4^7RS~3q|too&xQqytLH2v_vH=>{{@0Ki^xsr{A_(V4};QG0V%tqoDk| zgmKxNfD=E!K*qXk&T3IX$(2i&9yM@kbcp!6NlRII@wRQ(u3bBKDQMN6wU;ihx7E}8 z_orL`NYcjb{qJ`a*6l7oUbuAc-aU8j+~Hi<%*K1_+_`mYYEEuFGnI|KUFFR^-<5NM zq@<;-6AvAEHoxf;m)~qNUmY>7)<boFf5q;vYYzJH_4<;1wZHjftwMCJ^>uVyxpvLZ z&o69Vn1+yT<)<hA{^~eMgoi&rrffRXsC1TxiU0?T;KYfXot;yfwr#V>IK%>K*}SO# z_EY@%`T5JIq@|>!q^H;a{mRA6Y`Zby&D*!W9SVu%O}lshzOgZxm8mg*etFHF+CEup zEdh>Iar^dEeh%~XUAs27+S~i|v(*OzRfIx9L+_qBv10Y)?fLo2lOv0kGBP$EJEqoh z;lzm(#>@TfYk$SO?a^3zdwcHhs-xycGp9N@#KgpW`SOKBkiq0k#(@ULxmM+j3h&;n zQ+Ds$Q}EA5k?GxZo2}B{eAU=K?+V<l{4oGjrj>ki*5p1Q&}JeRW}14t?5&ozwzs!8 zFAr~s7dJQe+O=yfPpwIDTDW1s1_2FI6QfHPuRhdz{o=)pSu=}#U%q%17BVH+i&Jsg zvSnS%&YU^Z#ns&~VXk$u*_!(SF)=y<99-Po^X+O6h2~w~CL129B4o%D92uy2@$!5L zo5IV>&OUs<Pg-2sJn>M=v(*VHDIt-Oj3QF$E}YIq#YNd!S$FQlFmf<lxq7Ya^}V@4 zVj3nj$FBuQayVN&d-g1DU(Ly@S6j8$uUhlv!<Q%bn6mTo&Yj&}-T%&8Oh0l<L1I|g zwGD}f!)rDlI&vdoW7E;2u3}<hPM{gc+26|Z?z1^HT-ug<yXdsewM$77%N8wiTBOdH z5y4|_ZXVmI@-(Mw=FXqZ?EG!K^6S1C2dzoiUG{cI>a}av>c0K4O!P=}Tp0Q|-9;iP zH#asSVuj7y-S78?$HbTv9%`AcAK%u}QnNFGky)f+*38+3zB6ad5)l;>YCG}zwYYv{ z(T4|(r@FkHJUl%+=cIoARHUoB^p@4FQ{Gdj&oBS^DOFrtJg+${H0;}}r#IJDe?QtS zt{byML0dcf#)d@geLs)g*b%!qG=al;SLxer6)!Kf-Z>^?S9A1wy!7l@OiR_4sddSo zJaAyah7AF4drqA?efrd?oZOr#(a-9p?Jxx$BDQI1d}``l_J&E5gjV`^Y3Bae-1o}- z4Y)1ktQopld8^OWm$R2mO=_@VU{GkWUY^9_u=3fPo12$UoOtox-s&mdj18c}L7zQ) zRy37c&UV%M_1m{>c+fRPi<$B2G{y&setk{+_5bhQxn%VE-{150zyC~+zm|S)clqzU zWg%KiMRuHGaH)(^;0drwI&vb~JpbO#($^mz9%f`@JR80+`+8nvWTe+=AC87Ir*2)i zU|?#hYx_5<s_NI-+vR0%Z?QT^v<1!!n;A3{bWqdFmoGD~uUo!!>D{wu{``16lSRZh z=ZCt<pSzdS&)wNkxOmN)FSqmehsMQob9Wy)bm-SEtG=C<meYbVA0NxywU(nmd(8|p z3kwT9J3BM8vM)0Xt*orHqJw7M;nK=2duKf9nQ5IHi-NxX`9p`CDx-3B*SdC#rQg}} z_4Y#N-R1B9y*<E~cWF*L|ITG{|NdRLbEt{I<@g($>St#r9(Ff+f7ib3j|D@(w5cc8 zaB<09y?RYcf2xnx+uQ5oqd=gl>etpY)!*%AS#oRe^72|2n>}@NbBm1px&404<r+~D z9$rq%+Gl5aduFFDU3$OnyX|&2OH0d`m!H$mdwF^3oH={-+zE&H`xh>J_}<PR8rA03 z*4E-T%jD&?x3|lU-uFrxx7|L=!7w3w_sm;MtAslb?n%4y-a|JywP@;=OMh)VXDpXk zHf8A=8L9ogms+f>Zgq?6&oeK7w{2}SH@Do>DSLjD-rpB#Y`<*E*YDr&Z>Xyc3kwSk zz4}Lg|DWp}f>n3&-|3nh<t;w9r@H+4If-eh$>ncPoj?En{`&aJ%9(wAeX+;;rfk|T zYxCj5Luc1iu8@l&3<0N@0&;WT8YUmx_xs)Mb?erJg&Da{OxoAn&f{rW9hPditE_a> z#*L8%^>wbUuC=vy=SG{akK4<{ptelyCjTbUslGlwn>KH@`1SkueA{9*L&JsJmhD=$ z>{pDJS6rOjQk@Io-lf04t>u1x{_6GXFQp|szI<_UTKK7^`pb*Fq^w_ex8J{Z^=j;n zg2eat_C7w|pTDgzZsPCh$pHZm8vp)&{P>ZY-;4uO#YDwkyndOQp1yjf*b1-U#csVm zetvdkZz5`I|Ni>AKO{7C?`J=GSIyL?Cr>Wlv}u#ZQqX~)-AA1Q51;(fpMA|nQ?KgV zo0s43*S~-M++8y|Dk>>2F)t^HiDCbm=;K>2?gh{1TE^D|#)U-%2iN|)W6AL0^LOjw zXJ_Wwc9xcwnwpwwrk{WI%w|vV^KVDH#b3XE{q^ft6`|O7TJcFvP0f4vo-(?>uk`by zqoA|0*x1;FI$f?*a6g)N<Vg1QOWCX9_2Txd@Sks|wrp8eI*Ws|v-9(_b0<%quDyP} zx9{Glz`%<aEVP$T(bd*2E-F%Dk^A@W!FK2Un$K4MX<U_e!+h$UhN5FVlFl5FJByYk z`Q+xV-MG<EvE_GKpMCVUoR1$qOz==ScI?>S-{0@=uiu}=d*=51XVyaeKQDWI5B~Lp z)7(M&+>$BZV|#zx`~Cj^pU>xSZ_9msZ*BDXdA7+(Nlj`#3<*rk%=fC_@4dL#t@PcK zfbj7B-<HppTE?1jN#sJB?qo&h_BnobxvG=@emMMn<Ho|aHnwx;&OJWf|NYY|+q^eB zyr=7d@~D>iTrrV37KMk_MsIIYW6_+tZ`Q>hAO9`)o4aa7#t$p51||a@=cLC;+}zx| z%U@?*zNcnnv<bAY;E<EEe*CT+)yckdjYJvJ&d>Y%bdUbplufzO+h@+6t^W4*_SDZ| zyZL0TN?&a$dg`@vPh92Z;8S5CA+^6ws$UDc#>dC^_3PKo|NqYXWW>#~XvdBl#m~>( zymiCH&27!kkH_cPR+~&=GP!GUXImD>(lsGjR~NhUJ9SLoZoa+g=g-P%)24-mg=xL! zc9@-`&A@Q%+O;(IFMayY&u-o}N%f7NhlkIFt5=^!JzI9Rat7$S3vcev_x4uz%NbX_ zxUlffmAZfbnA!PC3d>&JTYP*?<YtB$8#Y{+^-4-U|NX{fx9!_EK78iH(b?Ort)o>` zR8+E|yyNE1$wAld+$p-hZ;9^g?KetaJa~|>zv!vgw5j1CAvM2Fs)re^Y<6B=Rr&W# z{du;AJ%4Qc&&Qp*&DF4Sg~tCcll|AOUGwIx^|jMaV|*EAhzJ?|zI=0=nHm2k`J9ff ztV}nC4G9mO%FDkuGP6aUOo^}g=UQ94H|e}$%bK{&Y9=}*NA|nv#coRZu;5_V&!XbM zq{&OGf>){;&D627iaO}r&iC@g3yrDUXYkwqDY&&IvzeXWuHpk|o66t6f78#+`T6B# z@YSjr+bwn9c-TDQUb%Md(kYvICu%R<w=eFW!Mh`Sw=p&{UZ{v&zVYRM^SpaoUWODE z`S5%fUKF*;^7E%pv9U3mHf`qR`7(Pt(*)7@dR?(@`=4Kgw=T`+R#sLzqkBeNC*nZi z*;%GZ8#R=aoN}Mqx0cDi;ghj>@#4jbZD0IT4*Y2N$t_m$`kHU<N~6Pv4^>xJ`p&fq z&3$P<ZFkwbkjghDXJ!~KTehtF+Z#_mzjxQxN;C9Go39IA?x!8LW=GLeuk-V4*REL; zwl2mp@es?pf9CgVCQq19@b%TzDN{t^<M03Y@uQ)E!8QBo)2C5UQArzr{QLX+@^XLs z>Thf2&5QH!IAMOjMp>v+OH1p^*RSR8@BO`7em^xOrJ}m}`0?ZN)@3>8=2$LWx-@vX z-``)a*E2S(-j;WFSA5-1ReSsW!OQ)kx97dRv(uO%W=}=oyE{8yzI@4Z_{+=7>2Ggs z4O%I}z$a%TAt$%5>g%gkZgIQ%e>FcoJPZsB6zWWQduyxx-!H*wX=>XmOifLnJ$rWX z;zeb*o&X)=Hub>3K;h<Q>8p?GmL9tM@gp-Ej{pZ~CU${HTjG`fY+tmNonv5dXefx+ z5ny=6tMFmkHos|0v#+oF`u)4Pfk95(sgK<|i|u}vlzA`BXDu!&{`UU9yp+^BjlVx0 z&lD8Ad^POf<r@>ky#Cv~^YeLgZEv*qQs0|9TwZzq-xwmiF+xT{;>28ry%irHotUV6 zu-9E?VSt2;%$k}!5m{MTDJd?7-R1A!U0B#$bf1~w*RNkm8zc0l_e+_2d3(S9^z`(_ zix&$E3%#f7g<gr=l5z1+EBE<1mY-i-RIac8pL=_os)|a^y*-srPfcC!H#aEc_siw; z`DCp?Yn}A<*B3rMwo!+hK~z*!zUIThrQXvgO`hzk6zJj6v8c||^W;Qj_jU36=gpm4 z`}x^f`T9SCpgqe!K0G{pdb)mbDW8mmf>^h-|4qYLu7CTk7*!r#(U&nRdUaX>a|_ed zV5f%L+5hcNnyp)KD~LBDGBh(YvGCK8la|HL%=G`>F1R^Kb>2HU`SWu!ld~`H`BLxB zupp;<>HmC|dzb1}7PhvuwY|Hub8_m<A3uKB)&80>d$xAhz1r`07rXb1iHkEkL`B`& zTm5~9@xtHV-xsH=oGt$G;UQ!*YWeGHxi2m(JUv}Mesh}d;j=9a|Nnj8|Nray`klLX zySur~vn)<K-Y1)vmzR9JPu8M9p?tdibbtH5A!?I3S(=u5Pk;9O`Fxv7AqF-+8H>V4 zF6`{>d3Sf^-r4c-%F5vL^X;F%I{oxh=<2YSFJErWy$zZN`||QK=!EOr6P4YycAb~C zF7ugT;MkF0Uom&Z-H8<^<o~@}{^i@-8ioh6RCyQ|IK2F?Z$IOY<C$|arg@nzbP3<S z;>X9StHal<Svza`zuX^B|NL}4dUSs6xBRV3|68ZoS3J0Kb>-4a|Hboe?@K;)Wu@-a zf6XiH_EvqJ<e{SOH|NI2WcKo+#T}C;2cMs3yYqUbi@Q6&tX0U*$h4=ky6)_)-d_Ct zT<+~{PjBolf4^zdrbCCE`fRIAY9?mpfk9T*st1#g>Ca<q*e%4tuxr<@va+%}tXm#E zdgM7-Eixj)fG0U6g@vKA^3L2{2`MQlIXP!|rKP3q>;BA;=Hut@@9qYj8~E$X%ZG>C zL$C2&&WgG*F>1-HFTRKG|CO+^D*7#^+QOhwm-=)4j>^x^JSR6rYyGV*cKBbnJ?~!5 zN|DY#+9w@zot&Je=|mR2zP8pd`Pd4P*7kOHcX!a7?XhERt*wR1)@5%hzQ4P>Ow_dN z(Ndunfv4g=0!}-$b7Ee-dL?pr>(;Gz4ouMu2JM`lV;LM98yg(#%n=wO%rVR6!-|Zo z8ygax7Jm5f@bJcs8|PY;78Mo-u4~IQ%_>)k`_#JsH{<e1Uh^f442(=I8c{Wech=rE ztGC}j&FjBQSy6$9w|Dl+kXGZgGZDK=GQF32Jc&OwO;|{%=-nMld;9&*w(s?wWAX9Y z+UV8c>({Ma8(NboFCZ{s?%cC~Pjb4RI(<4jJKMVa-JF>-BZGnt_3kNn*wonA*xK4! zbT+K`<t5d;2QM!#zj^cKT&vPYZf-6vH*VkVKKiJqhv#TwzdBQ6!lfmihK7b+`D+c< zOPg8;oqpo4eV0GOvhe>V9qyLu4e$1+9*(=@q{;vK_3KKn*^`+*Oj)&I+qP-Tznp)x z;o;%)@jE`OSm2PWDfDytrl&V<+yD*w#2yxo@;y}BY*ha4&Vd6Cy1Ke~OV+P{za{f> zQ**PpPQ-*cbLLE&1}b&sY^$bBoysd~b>-GAD;t|X&(6*UZNIcGe|KEIe$B&&o)fob zUzfA1u`o9N+{|ycVe8hn_xIZ~SXfxd*wxGkiV6z)bTfVaO25lahYlZ}JP9<lDzZH! z!KD9}Y-jtP%(cHWd7LE{I7r1U{UD{Iqr=0`y?yJ(-27Zw!(1r_0fnNSHP_C}e3q7W z&bE4<efhlAbGDSPU*6unw6%5e;>X8UXslbQJ9~SNv~}61CnwLHv)!J1cUGl&@rMPD zVMa68_MSa6)A)7P>m8Z;@%v0FJ|tvoYya+(HP5|O@;>fa6R4E5dwXMPcmH<tr8&8| zZy&jKTa~{`$<F@$u>JDtRjVWp<=onFGXKsF{(JTJj~-3^z3pvz-hDZff(1TWx%c<| z?cul2+2>ZcapSsmdSOO4Uj!~LmU|}Ply>gVjvYHd>+LssPrq>^!t3T->+-4{)iY+# z+_`H<%#MP%)a;DR%$+-T$=R39dAurg^`)T8v(9sL{^33`e_QVDtnBR7eXI-(8#Zj% zwaaSi=JwLp*Ve}F{&r!Z^Wk=Wd7FxYq@+i)OtV2F=1d3w{r$aq)v7yp@2dOG5)lzG zssC5=l+*O&rKR4_&&<5MxBB~{MT=~!zZGnM^Y7DX{qS`$6TO!1t^PjGs&v&U*6q_C zJ$Z6vZ}oRZX10QSz9W0WuDtW8dD7cfUMs-G;8J*Mk!IvHUM`-J!qUC-3Y~R?md5Sn za$tDy;o)KFMT_?ReRo?odRyI(hhM(DzTOyA%l!An3klHh-j*vDmECvk+-+&So9V#E z$H(h`zun#|y;wuF{QbS3MgRW9?X9w{{iTvnbD(Vnud&^)6&n^LoOxk*zwUdjgM))> z>e0jZ>$h*;9>1yL<iTckp>J;(y%=9?N<Dok=(68@OXZ0k%lzhU`m=idwA!sQ9?6eq zn+1C@Gau`hu>5r6W3s7fsidUjmX}hp_JuVM54Cc3a`yGb*8i)_&B!>h^2w9X)nT%~ z-Uj5v?CD<39Z>b+LO%Di^Y=xipFey#@$(18)2C+V&+(gUm3}8@M}UB=?A>j?(c$IW zpUvj${4;-Z<hQrCms@cixN#%m>8>zG$Hu*TZNJ}&cjZu=tnNS0rgGCK54~^SzPb0y zg-WhmzI^$eHT%J!X|`Ez5D&9Mzntx*%a^AfXK0u_`SQ_janX=F-)xhPa6CO8dl(Ev zQzE~8e0+R<%^}<K?Uj31+@Dx+Vs==S`cjQ|Ne{}RduL26G`6;`KH4SvtLj%&R8-u( zdoe4!yHEf4_}EpcFe0KNEG*2ml9ho+!r;QfV0EVhXRqcyIWbXOufSTYw7mTL$FHmk zEfe%&cm4SFO|a8NOl(^4a@RTb^>P|-Zf-t)`LeNvMTCmbHp8sPZ{GZQmA<-g<+j|r zyDCm51qT~<x)`OOyR&48N}i&$G`o|7hLCN=2L=286Q@m^HhcE!Q&PG2wrDCDZL0n* z=d|#{;(oiT8Iuq1-MlW*OoSof_cvMjI*Y@XFE=x6+_>@Og@b-Or>tJHe0}(>0@*oB zmM(2?ZC`n}#N$c)q3fqlPuI`CyK8IF(^Hw3m#v((m$&lMlauB5Yr|t>-#&l7JgV)Y zhVEMr-3jJW^ZssNXkqYfWC&nbr3hVOzh%p;X-%!H-&Gi|UK8VHX<Buv$kz7c)6>(Z z>Bdf*I+eBey%1Xh<AFPOdRFr|ba%_2pKJX5)z#How{E?9_3Af1K9(EqKYwo9w(XUe zkj1pAQ}<PTeAN8?e!7HHBg4`=@@~uv(w;r*O8xilcK$S-$X9RQrlw_mdw<@JTjKrt zJ#LjdcV@0!X<e4X&cL9QFyqmqN8jGAZ8Y8>a$@nHn%fG}tXK2qbbTsvc6L50Wg4BP z@=0H5`|EvSb^m@ow=90fBV$qU>&weksrk-1xw)mKrHdCW61g9h7-xRATt#k`-yIXF zQu`@FZHjj!MN=6&mQ9H|#l^+->eZ_q(ONr$6k3=nT^afoDlY66)92*jQD|{-a|xIh z<kcXc(6i{%p32WXJw1AHyOyk7Dl09$JNI@Nmy6cqxi*DPsfwKDq5=#Tt{WSenDq2^ zKc3gKSclb#Ly^IOBT#2^NZM9KEw4Cz`^r}#2?u`E)&7>6Jws#asY8bj+5Jc;ddwBH zPO~l1<FS<I(o5|7|NC|PT6@sY*m&~pnW4Fw-g{f_!qx%^{S5z9YFz#8&CSiyaf`oS zcX=vxw_frncZy-X&L4L3(kH*)nC$v-?MJAPVv9gq#yL6L>Vowq>sG8-vv%#?f`>MW zyx(0lw2F%v8a8d(v@UioN8_A1cbwb#3g4~_(bLv_n~}eM_3Gc7em(srds{Pr!Km)f z5AW%EM~@%BdhObtiol|`w@eQS2nS!jbLY;lDob<F(B}7_>GN%?LL4|Wwe+m&{!|=x zV$zsa8GmWta{u{UElkG7#!ejpDq&})2Yvhd-9BP#R_L#-B@7yxl@qs^cWOVqmw#3_ zIiljnuKD%*YJLhWoiKa$Z-eKGich}0e6nJN#=4@|*x0PBtpAM6mh0m7{yH`Fbe6fS z(9iwLF7;cmEe^c$&STG$ZnwMq4Bj0L0t=@6){PGqYCCf5sF)~dW%U-w%4!BN4(A7< zsSFQ(Ex4L}t);cKPr|V1<t5c-Hr_|iRtHu7YhtxdPGaMg5)qTSwY*=S(TQWm%$aZR zPT!LG*lqSVvw3pwR)()<YW(;2x7X55eA~?K?kZzt`ux29<;$DdFD4umd-hD(t>?s< zJ<c5r903pNcp{xx($CHL_T|F_&!rC^E({EmzP-gTC~mQ$Gn;<oE)ydor>x9}FCYG# z|6k^jm-PL7-MhO|Pk*TAjo(n<cw`F)ck$+p$;a*LK1np}tui$=RBT*b^TWQq>g%i2 zRMp24vU~qtTYDQ44#*?+TfQC3-udT9r!Zrq<CIj%#)he<B^Neq68U-j#{T^KQ?<jt zmXw7>ce(tVdPh=t?WbeeJdl2ynorI?<&P5#TAue_m#Y2lykj#DL!081r6=sqOkVEC z=pC))s`THB$sr^}#Ju5PhLGFcz9Y{2^6O0Yd~Hb8JZx}a(*c16Q&Jf_UG}}@nP<`& z<n?lOkjkX_7d+<uUBy|s|KG(IyXD`7tDX{ISO8v3apKxZ`QCGN9Ev)pg`6}6+7uZY zAd4qh=4F(8V`g9wX$bJjJbY3FyjbGTlkT*;{EEHzLxmQA7D~8eoe*1m@u>MJ(E1O9 zmVi^BMHWIgtr}OAse4^~^M+kR(LsZi!AldYd+j89sZ#qE0WVDho~2U+n!pylegawu zu~dX(p^i6)B6x=8#I=>Trkj9-85owfFfioK01JD>G385K6|70rIIXp{1Eg7n|EgMg z@C5JY=eDgawKt7qU~u42oU+M*Bas7QVbD_hOrPKUk1oAa)6ZP``()QlUWOR$DNGFI zj{Kmxpc7%x4$aY=2U5%l5>A>6*T_I5PNw?Qo4dOo&$APrHm_oh1gDf;nU@4(fY-`7 z0tzk+EefFZDkuFJxESW=+rLb{{Osq<osaEiUH^M&+Q(e!DzSf?<(;3$l`$}^kzvqK zZQ%efEV<GWQxz@A(2)86z`v+S$(>yn*UtSL;rr`foEIM}!zm*c2C4WY@ah#6eMSZb zwf>j&zdd;sO_%ob-hb-G=#ZUm&k!Xm+AN~M;0^WSWbgIszs2sU_;_k6Z?f;yV_Dm8 z{k`(UlrM0BgC^@CUvMCU3_GxHF(ZSGon(E`&vVR+zpag_X`XePSNsJBvx6q<0v$zg zbZ&F=Vtg<=@$j|TQc}0dOScBSi~Y6b+FuDCMhiv;77YWYgr}hB0|)M(B@7H7=1=}F z$N?H$P!Ql?S-)%gwO#U{2?<7~DQnpiG+aT+VN<Eo<Gbuxhgb9k$a75z@?wZ^f;v5D zt9qtX?=E>S&4yQx*MJ@HX@dQ%*qY=IYuQ2E8e66hrA|_F|2FJ89tjHX&L@iXCRV=} zGF*657zSQ|RLQXil+G9!Gy)i=34n#7)$2{(*J%VSn8Nf>%@O2;Nz?aSeDO#c$&{t5 zVmpH*t_te5FsSx42qZ{=!zpDo%e{<}Z;QVn3@?|@sQBjG7<B4)i8k2Vr$XL(&H^py z3gTkmd4G8=$ek`)lR?ftyj>2IDn6NV9=Oh#iEPdZP#)7@FsYs+3QAoba!mOq*5Kvq zA`PnG#0|=aXLrkUiD)c!*x?CIEKgMPO?LfYV{njQ@X~bf_TLWj3TQegbhpq_gH_5= z9GTxNAda#bPVO%G=G?fc$dW;kg#og-OKO6?RH?l~qd=R$q1da=pkUY(x~fdo_p;Z< zAdS<TS`2!1L4raj-5>CVube8dfMJTsykN-UHmyeUo(P?5o2ve=c=cnMV$18Z5${}! zz_FI)z;GhUeA#tz@g0dzIZmHCwPnkeh-puEIyO$-+>*%9AfN!r<tsTW4`pO$Gc$z9 z&%LzsI{!@G<kkLXUYPw^uG6roC4fPJhuMLV<GVdL^_eO#INZ?RF8{W_q`bWRrS0SG zLF@WYT7GzcvG@GnjPEl|Ry?`So_}V}OO}Azy!)Q34KG_W?a9zc^E{j>;;hN-07>TR zOGOyAxm&c^&Z>S|9pC7nAi&`8_32Yb`MVP5ud*@Z_J3^l5*E&9aQM2j_W7D)Je%`% zn3!5N=`aL@^?^#pC2b+owXKD{-OtQk`=ZWaxBrQbS;^J;4qtcfeZHotEpqQF??$FX zjin-xtT;>H%CcQscI^1^z}<Fg{I16j?Kh;oy0=-+RWmGk{}!ed`8o;?4GaQpuP<;g zfOEm0CA|0lne=X3ICJLVFF(9}@BMscnAuWxVUFrmKI45RtP`}41v4xV(a4o}5(O>= zCbcs#BxEE7l&NX+*W_9>SAXE(m@j|#%hbhp|NiBv|97kIRfF1IegP*2j-{X4_Alas z)=npw8ct5=@T^Ybf4|M|_J!)78%r18%Bt46xvk`(xK{oiGh<WJFOsV-{bsoCl6;v5 z?6_G13<nl`zthsq-E!!d^?imd*1iAVT~~|e4ZYuSbJ9b*hw*8rlo=Ts1Rm%;H3Zw^ zarT6;>-XT=lCHIPH_W}(E!JxsvhIS!Aps^44aRk;;E4Unv8VFuo%0V?+?TiYx-Io) zK}?Q89Xo>ngI6S1i$L4dV6dv_rA7IdY}S79>k>G`kjmI#0L$Id&q}twTJdaQ3qt_I zA=6%PB(Xi|{vezCAn%-=@!_%?(~fsBJ)U6u^0e)aL?(xwyLayN;{}x#C$60oe>z!N zclGygVxpq9RbMpBzZV|c9@oX>6}c|ZOEmlothfkScQ(^}*}=%!%sUyGS{N7@yrC7Z zP{rj_;m)%6|8p^LBr<R;)wyl~4ym<56^Au=uRl4;a`X1>@^^P`o;;~(Gw-+D3S|a{ zrBhZrX)1!9@6mgsXiEI9#i@_>|N7w+J~8IprZoYV{63z`p2no8qsX*CXDKAz=Jfti zcksRUbJ^P5EBDU$+?(<1*!~>{3|fL17Kk($v;;VSvgsz%Pp(g=F1~v8>eZP0%0itC z4D)0d1%kL*3Z}o*fGP<MI^}da@LgTjr)@pP_b)MgoDhG>ta8qr-7Z2~SQ>&(1#z_q zcs*r+xUP=r|IzK2uU>HHW>|3EfB*FLiK5~6o)lHq*8W}5``mAi1)~E8qXLTts{%ON zZ}ajB-7WLf;Ju06qr<{Z4NQs-(1K=`K*i!ucl&<@cyThYuG+DX4-)(*#NW+cbj`Vu ziQzEA_oqUTkej65bLqopZT8@G(=~b-7*;SdFmN%jGz2*{g8V3SQ|ssAJAb#lP5AQL z|MjJL+PzEyj0}uz0&PqJP8#0eOrA5<*J^TFX3(8;$LnXET)Oq-(^JZf4NTrU8BYm; ztD_}uPddHcFL`WcndBJ%cNr+j1~D->NLiVHlUgO`p2QIM75t10Tn-$Fc8fgkZg~a< zCyoQFt#^X$0o9pR@7e{N7$c?$9pVK0DeOf3U*E;=*c+HwofsO-Y_32X9X~;>Ij_va z^$jL`;PUgN`-5J$bo&+q5l}0JF@X`B)^g@vC^C6fr?Iq!LBMOJOamh%Vnsid+A;LJ z;wV*YVGvN@31EPDgY5~(h?|l83>pH5wsMPrjd+sIzMBth%C7SFtE{*{m&;4s3keBZ z)fd#|c9*|iSOT=HeNSFX`MdOBFU_Sn$xn(bzsv93GjHnVRl%TpBG?ueZmK(<$kOAW zAi^QhCdk3U)RrjGCKweRz4D7~OvKJT`}W1@O@D54A}E&!Z2sA#%uGcAjut0H<qFZZ zM3Y^gc|qbc?9C5V2ii6;d24z%22I#Jr77UP;e{2)Q?Bj;JK~RLB7?(%yMC*Cl^I?{ zePLrbb#3~+uHcpJ2NMh=&dir!W4KkyJHey6OXXV7{qs9FPMK=HvK1mHm3X}H<E`9V z;nVFipNpKy@H|spA6bw$GfNlbyM%vN3?hF!J=r?-`y;myvHK^ix2}1?^vzZRw3Tmu zd**YCmH$##&btyG|B9_=o5Sw8S)veaZwzv+dDqncym8=~ILF0Yb>R+`RiOr8ZJU*+ zTtC@;d7H74t-ves_*nh)l?Yv_{QY5~OHXCbv)#Wn*l?Nw(^4ytrh|V@3fk=z<Q384 z4i;T*+af4s!Da^c!otH-UhD4t?7LMDw9mkxKIp^Te2}i6^&DmP5JrcAxjFy;d!U;` z68^bsYG{P~|6Z4~=F0!Q@;hVn)~}zw`Nwzg)gPaaEC1gA?VYXOvOV<-Kg!e2`J7$4 zY}PyD%dSgTi!2N*y1Ak*VoIv{^cx*{9yuOQ_I2r;zND4ic_ZMwUAIkancySMiQZl> z@A<fFpSg19|9=*<(ygYRb+-9b`~P9-v*LZ9=RQ7C^DC}@qadTdf<nis$8`@r*C}u` zE$C-iCeP8N@ItxaC3}+s$1jeAUyTYJO?FH(Akqv6*%UaWu1HBq-I_I<)oG!N&arvT zzuZ(Nt_WGRY}&Mq8x6nRkv26k*|L2rCkxX@^}55JFJu>7?(ON>@cf^)N2qShcV@@= ztQ#Z#{5Z%gHv4SS=9MN=oi2x_HT+T&>t?N~YxgMm|1Q>=oju9^-Mk2$x<4-jFV9F# z$?#bkWdBuKPpq4jsnO#~<^OxO(bl{F{V#p>E9!f4(xGV{DmHn_0SrolimN9xFq~?& zH=4OeDq57qalYI{kC2aFUK+T&ml{b{^Sxph>U6nu@gkeUY`^+nUsgW7u+T+GFxsQl zLuHkQ{`SpV)%mAM`zcMlFvWR!cIcGp(GgMKjF~THn%FcpD0qZ_QxxD}k>P7+U=U!r zXntY!`uqjKD;XGW{=Sj3W!<)I`}WN{|2)~B!C~>m89r*=XOGQmP{=qi#ir_sL5{>3 z+xLAw3nQW;ZR>s%?AUDlZBEyuNkZ1ryB#N2hfF;AMDdxJYQH>xdC{SH)za&a*9ovN zGCcTLvGb4Zmu*+CUfZ^HYp<Mbl(RE)HDANGZ{H?OnzZZIt^P@kt5&Z*-XnK5JLkx} zA1O<hEcv6Xto-(l<r_|pSBKWFPv02P{Au-v#R~#7e8g5S+;?xr$s_Za85j;cE$Zdz zW&6mxJV3+E%`Hand+f1Bwv=blwY7WKuFYM)lbvC~!i9;MnUV4F{hiB~F716<P$Jo* z`0UxkhY#1s?L8z?p<hx`Qug*%Yj52tw|*(n9Vwh<T#i~%(a~40T-_M>LUzT<m0P!N zOIjQo6&-crRkPXm1y`<IxnIEkE7{=^|NQgsO}}@zENW<A$j;8zo8J9$y7ja<d#sd_ zN>fsfZcd-BAHQz>>fc4bN+x<NiF&s8!i5VFf8K7t@nU(-imh9>Z#M_o)xyL$)$6F+ z!g7bj7g_f5>MdZIe~@>1VCG)F^<VBcESbOW&F$^)-`w0hbLPx%-@dK-c<$V}8#ivq zT9==jXFJ<(dGzfYOXgS|ef-gHz7;Ejho9Fh)8c1~8X5}Uy?d9JXP$q@;r`b@KR>r} zi_Mrl^XBcFvNjb0ylU#IKY#vW(~W&)mDbbUeY$s#&C}%zR;^ym%gb}&u`46v{k5^y zwYRne>gmPB#qsj;-aY*-a(0Byy*-ti*Y@`AoEceBu_Hi(h2h4{TVkT3j11@IST1&4 zY^$ls$ndA?&yVZz^=pGv85sWj>#w)4w%j=5%)+p+<C7*|OvuVw)!ofK`{=KtUteCm z%3@%ce?ERgLgUKLPR`l3_YO1voif+DJSr+;!;CY6=gzURvNAMGnKEU4+Ictalc!ES z+OccXj58-EtJ_z6VBn47k=&%On0V;NN58}E`tjR*w5Bd9eDPUPto!PfD;q8zJa_hN z@8O3gd_Mlxoi39+RBmL5ce-3UpZK%?+_7uF-raS|*&=_hhW*#$!%OGCdGls%^mZ{3 zkr}gRC;N%s-Fy4a9h>ZHI;kyA3;*1|vT|qrzs`MUPM(b1mUHv#o;^QotM`5Uo}Zl^ ztReF6e$C;u&EE5DcFvhusbgtrY%HuhXZGyfCK?+5zrEGnxG^y?@sw3{>C;nFllTAm z^uCEHU440+_0y`gxxc@?ZDnN*Umsij<3(U`@#k~0)(i~q-o3lNKAxT7&W^&vckbBe z>+{=|m6wOF<kt}Cdhp=Ek|$4g{rYvg{N0Ws3x<X_Z{FNEI~#PGKxF9G*5&C34z+T% zKDx0n*=XjPH!m-*diAQ-{!fE~M_}N^l~bnt`SWMjuV36RU(SfTzG~H~pP!%Q_Vun^ zvuc)U_O%>)dy`~F1}-k{&6_s=j|~WjimG~ei1li@qX5H$dwZ)VPMjDQ7x(yh|9s>0 za|@l@@0}J=Sr~BQVS$BA->3OW_O(BsPJbb7Dbv^AfBx3iY;A4rjjjLsnwy*V?)_Uo z5i~1(;9&viI#=6|jvh-d?f9|dp<mxEtEg*c&dyFv+1c3}TiIIqr_@D7M>8`sFJ8P@ zRz_ySbB2napH!!M9sP1$Qc7xHPL@-@d!NinNoz5N0}l&ybaje0ZI-vIi3keXRC?R2 zw6s)Mc=CeO(?*vrUpyqkmwshMAVb5+;AJ5pA$xXK{`h)5{`Je3j10>vD(~(u=da$? zf2;5Rr_<BcMt}YKb!Et_UteEezI>Sx6ayKbL8o<2oH#M#*U8hT4=<5tU}#d{@9K_@ zj^4U;>)SVP7#L2TJb6%2v9GU>qiIdV#zm`k?OL|1%|m5h#m7Z!*6{Qn@0T!aa#2#` zP!i#ix2e$(>ppwt%#6G3w#G(AYCba_ynXAdBINAkbmi*R^>KT<=5fXCn*(aK9^n*L z|Mu&8i(UH6nKKm?70vVSsR(uQ@$nVyv{6-EntuIzd%k&eWaQ3WyB>Y~v1iYo(A8n3 zWo1cRdwxz55*D63Y0{RhTQ{oz+pZfa1v<X^#}C`{T3Y|l{Jnhc+`I4h|2OKIXz)B( z$6jM+Z(&h!V?&~#prEvQ-j%CYd;9v1i7_!S97r%=VREdl-krtv=wk&>Z0wha`1p9q z>*fXzK2@lgnojg+QDb9haM6)__M$`XwSmM7#!i<*k3TXsHn=TbIC0*T)|0PZ)if^n z?a5HJ+E;J7xw*MMC(n_E{i_2stgNgU81mk|yLj<pZ*OnW%rn=|=U-nJd-dwo+}zy0 zSn;+)4-3-I&FSp!j^1Clck|}Y=VEuynKLIVJL{d8*gT6uCSB(PkENxh#r5Ov+_+(J z{{H^Oi<AE~u^Jj09&Y2ky{R<&&9k#lpFXv-v%6pafA6|^^ERc)O+Otr(<dV->CoF( zej$Ie`7X@idm*eU!13+f-PHjaHnyPka2K{Y1qKRsy6md||L@b&(~&yYrf3GAn`{02 z-8(s9;oz8<IWuNNgoU}OO}=~guCufA$`H^^&t^F{0-~d}1vn&l+Gfv=_VDmXPk+88 z^YR7%pO3or85rFA<w^?*c2s<PG}Ac!)vH%uzI^%f=g+e<Gn)@T4AJ*IdH??X+qY+* ze){XzFT47Gd)BP+Ss3tT&ywHY-^*JTE!ndt#@F}k$&;EoI%h6i5MX%l?3vp1)5b<d zJUl#7($b*y5+NZfLY*=)GD=EH7yj!gO?>g><mAZ6NE^9+zvb*~Y<88ORFsvO879mE zfmg3y?aIGzcczthj&*t7eEa%;=ib)ezIBU<VawL7hYuYR<zi(>xV>$y=JKFfvuEqJ zMI1SLv|rksk72@;k}r>rcJr_;{^7VWM9X%=fA=rnWA(N_+`Z!cy7>KiQ@xh^&MkZ5 zp~Udu%gf8v-;RB**dwUyCS&zu^2(K&+t2@dz-I6_KtsfAwydZq=;l!G>3VZ*DutpK zbx+>BdD^tFs;XayTDdQF1ZeCj`S|G9*Vh-PhlYlpIutr}YVp2bT}P8HzWj3N(4l?* z9`ecf`ubYUoi}S%R&w@gsqGs!C`>-t&Mz<b`q{FD3lkF(KAhIyUtlq39)IYg9@*LR zCSJUG^XK7xwFgg6zklj{`lbj*Mn>=ECIi)EFgWeyU0Yl0Zei{J|I_JKZqV(nA5w#Z z3knKiVq#)y_H5d)aN@<av(2aKXJ=>k-YY5>cwrn864J8m<>AAJr~VB&r==bB>eZ`D zmoFdhkvyEXdG)GQ7xXgh?f18}wSD>WW!bW2J9bzs47hRc-n++-ofls;GB(za+0mfj z5fCt8{`~ttKR>_tiG`{0V8Wk&zu)gJdwc2f<<H;0gLaYg+y7x;m|<PM?$cv~Cq<Q! zk&;zDOM@<YhwcS!k!x*j^;~+%bF!MLsp-=vPo_+pwrt6g6@8_hE{i^V_;Bl1l)t~f ztnA$4=jU2mTbC|d7Njxd?(XvVeKj-P7W>XLTDo-U(q+qz9X+~q$&w{owp_V&tLn#x zhiPePr>g84?%4mAd1k<K*4FFA_BmU(p540odTD8Cz3s=>O|753<?J2R%bq`Z_9W$b zkCf@Je*1rtLQ*j`{~KfU{%4(=Gf~;yPNU94Y2pRPM{C}!@ttix*S`MVy>tH_9Blq9 zerA8!*IVuX|Am+~ykze`{{F_sX0N5kjvcG2sQB^oXQFqB;^dRF&2qc$ZD{mbT2)nL z_Nn6awY8ToU!HAVZx^*-%a$)!RtDd%`F!@~=JeOEUa8f7Y;9|6n>q95vKcd0l)gTZ z^6By>qkRq!9zD9W_fg}fAGh-tFIrS*RWsvcO3}_c?fmk7^K2v;9=v<^uQ=(^y%rXR z13L;I*ZKMU(bMAkeDB-0Z}!E-w(9=N0yLs--Fk88<$(hSLbb#DN(u|h%JQ<aPoF(G z^Xco~*W>FqM(A*JbF(!&Doqqn+PGxNlC4{>9zE*n96Z@;X_8p%`5A`E*U!z3jEodk z_w(`d6XR-qe7rwgm%-6?;o3wN$B^F=27K~%J^z-?nJ__NqDR`fIg$bb3X@NEb#<+a z-yatre?G;?f4*Js@yD)86MK8l&N9vB;^tl%lI7vSF{{qW$w@<mi$OtGmzP06M&``J z0=FIsK{2tiXJ=;ayL5h<ZuGXCn@w`NckBSIKvTb>p`ZEw-rk^<S8m^~{`~B$(abaF z&#zy%?%lPu(ZXszFIKTVdH($RwQGEmMk+=|LJR@H!IS6DpFex{>xT~ue|}13IPmZ9 z?~8c_D?_>zPAqos_wx33?~&M;bd)PqRsPuO@b$l<JdM-O$$WWm`{?~+N8i>({ku{) zLzyAr&5ezV-Fn#=d}cl}{r-Aqjotn|i}oy9WTS4)e)eEqULHfkk|j$nT)6PC?=T~S zcKAA<8{4-pTlVa+Sp%EO-wPQgThw{m54*a%pPy~c|5<<c-o3Jy6}Opacue-YFDx&= zrDSE>vS(LT2KTF}t}I_0^5N6BeZQ{9-(MS>os%<X)-12(ml+vWrk~4+*k89}@!|-b zZJRcA-P;kk^$??|u&}Va{QI|0zkYh^t(^S$Xt%ibW&fxssb7c7ip%fsueYyS<FznA zMNO@(t?f~PMRxY<=5{_t(B|4rrMI_Dc<^A>EGb`KUw;1n$bI{+hK6b%Iy`&UtPGP| zdwzc2yLT@)7nf4_`gLp8sH|MsD{Y>4_SV)_rn6_yo^MfElw4908#{OH+T2?^i(k}N za8xnN%E~e{glN_N`%}4I(!<~1|EKEFr$vkml9G}c-$hn!+cwQZ<=wr#zu(>6ed^)N zY170~8ACI8qqpaUx>eZB^H6zJnlx|f)T#US+0FIazJ2?Av)oymlpViLs<4q`V8~r8 zz`-IcJo(r$H<J}DbuTujpRcK@nR0N}EGd(|<BzAV<t<_S=e}g|;>pLKCM{-QVDOu3 zSNh|_!((o8jSdfrcIwZLTU01JH;<X6hH?MCb$usOlJYWheSH%XAFkgo=N>Qgq2-v{ zJp~_oAGOU(mbmQvByzdRwcIvgQ^YDqh68tY7XSXG+To${ujY$}+KTn-=U*|+j?^qT zDRk9zhOTXx>&#iRw6@z={CmCrltua*&}u)e_(i`~^|~mzy1RduIrYoT;KS_$4qt8@ zKfZkL_DKF&vu26w#~yNHoMBu2?ajKMmsd2nb~B0T2KDwxnZ9cC`Yx6A@6XTAyJvNR zE>wt%yL-O5EB*YG<F?Vs7t+t&ygAcrDHlsqGdusWBS#kazWV+By>__!in{KF`)5>F zRr$@glkN3b8kC*=dVbxnm(R}5e)lf^>%IL93|yZ*T^vK+6+b_>cFh_e4-bcSZ4MTu zD4yERYXNa_axyYG$;r)bDng#|@xNZ&;5WPVchZGKxh?f^deawAK5}7!P}R+}v@}6M z!BYy&2OXBno_zXA-GAN!Ne{Kj3#}(HPR;%|LCts0j^yKITVDH1hG>Y0ii&1mU-$F+ zRGpG<)8_7dE3MamGU@8|>)l6_u141Th-F_~<m%{nI)tk(W$*th_XWGpu3NiyZ}D@# z^_$OSm`F`Nn)KDfUVx>xB1FqnNh#^~x3`gzk*=<;%a$$c?d>fsEw!|?ys?Pk%nU<i zTU%RweSdd%_u$~o>(=S%>+5T4bI)yD7NBwK)~!vOH&1<f^~#kOB~{tkueasi=HcN9 zTN7be{q4>B{r~N3ZSNjG?yfg|`t<4EDwF2TW%+Af{On9mPtTb%KAkR?u3S0t_+y05 zwAHIuXU#NBKDHrZ&8k(a>i>P7FD53YAGhbk`SbTTBsRCUw)Xd*e|ma)__`R&x<5a@ zeJeAYEh{C}wT-E`xOi#M%GIl1?~b{5TgtYoXa4;Ab9TnRy}7x3%IOt-d=GzqeqLxH zll~^cXl7DoCMUy=l9!8K6;${imTixYh*%fBKkxOlwJu5<7c4k%_H6FSNvhgmExUK@ zu(0mW$j&}}^5nO#Z;KtC9F~~yg_$8?^UYP8Hz;uYnr~YAD#Y3O@RTW2-23H3#l@v1 zB+kq>Uw{3c0XKJdGdsVWZIy|!aj=e<w3L+JTq{wA4Jjvu^rlBgM4Wj1QO$2oL`=+@ z8t;mV9}|_`FPJhYDk>VMojLIMV`gUN%9SfQnr6(LshNKKZ@G?+&bRmX>%Y9Xczb*P zWRE4C!s=~pZCbzI2EKarik(jebcAwX;Ki$}!zFpzCQlarC0!5_GG*h&kNf|9U9TO! z?!wCwzIJAY51&5mDtjAMSom>g@$)NJuiB^lVq{Q}_4T_kT|jc@u4T*I;^XT#J%3XA z`r783Z!C-VJ?benH8m_PDLJy{&hY~e3--^omEM`wyLN7`)4~~cxw~f1o_$?p{oC7R zI{a~Qv9W7cuC%<D{Kwtje#f&iyI&jTzj`IrCMH{Zum2UZ_&YJNGcOnW^E55+cly^W z{n&1ErG`-Fk;8|X879n~YwPg)e$4)=t6TfeOsRi8?RLbQru_$>A3JMP^6-!JpR#Xj z7B3E-&mYsEz#-+MrKJ@V9L&g&mX^jmrFubmd+a18#|safRfMYFB^h+w-CzIz(o%0R zF)?ZO9H%uAI(3I1KND#AvC=;3cYf#5B$k(-`M$8{{B^kSz<uFG7AD8_hb@~Ytp@>p zvtMx^f7TS;f2*Z6RY`#3U-#Q*c8WEO^Sx@9FO}W!mD#a*e%rD%_kP~X3(7BEyx6Gc z@Mdb;vb5zZn5AW7tgNj~O-wgl+|GEJpM|&1&CTuW)~)%w-<n(zUl?#BAU^-b@oy{) z49?DnfBmW|F+btxsUcFdlXu3~(0uM?@*GlsI9Lt^NYDPX+`o12+tu8AMH?LgK7M%_ zAT9lL(XDwLEQc;EbUv*;kMGnJeGx9Lc~he!BlkY!`{KTR<9zY;vo3aCe<5!)GemFl zYOw}|7s9R!1AKgZ<!x(Dq-?%=^~ws9ThEO}zQlF7C^62zfAQwYwd=QU+7?#-`0n9{ z1t~^1j~rRD<jKa38#m6{W!3BT`$~J$ktD<T1MlCwc=Aa~M_2b`N|AlJPVUpsA6aY~ z8w7Tx#XbI5VI%i{{+GjPn?uC^o=7!X8KO1$<f{2oS6^Xvyr9n6et4p$$nV6%6)}02 zyTzRvAIQpw{@kf3)G4Ahb=kti=MNklCd{+Gnf!p0g==b7dj9dpA7{nw6X9wNdbzyz zuwaYF!T=MKjIy#aj)_0Emph!iaihaQL4jjY%$Mdg1&hzTO?KiHHgf(-lEyQOcFNQ& zu{~=S`y&5Wh0VMR$N5TaAAYP*>P$J4qV=Tc%e?wmA1ZA4`qc$E{^oq&6IuUWnZ>c0 znbGmy%ENM1(iSr7*7Jrg{I_kM0%%a!wh1~Y{DG}UadEoq(y3i3w!a%)`_HfW#U<SW z8b2;?tN--jQ(t2FBB#mTjO%`1nDOG<x2Ns5>_7G05nyq=u%P9-nbB6Wt3la1)r<@Q zxeT3oOVcOrIlM2B(-9>9yHWm>Nm-Z1wir1JCXHRbOINS1P}@|pC7{y*BwgJUbNb{7 zyRvl`1LyNNZ123YNPKOBOVx7TryvKeD6epq?ynSFoX4_m_noHKX1^VL`}vMMGMmc5 z;wZqfcW>PEm1S$&vsP->^NGyT;#HV-RAB4mqoN6FbN}7Gx%rd<NY&TN(sJI7CgFE? z?y!8=*7;mZxPg7a(`O&$SHEdWv(8>oSfk#(xG(O*-Oo#Ff4=N^s(!Qj+?oyU1w}J` z)F!VE&=7g?PByl>;>(<acX#hPvm^P4s<hfm1&a%FHtX*>qHI{A!pdH7RWk77)OokV z{Ih=LzMZN#+sXY>A;a|v8?E*wCpPU@4tNl+e)70|+fysGmfga$_1@b2$clSY6YT0< zSoB0wU_;$W30+pk>tT_qhNh`op1g~042vtO`YHeBZT9h(j~Lcj<(6_O7abP=vP^Bk z=>?1CS9?fp_^o~TPRrS=m-ofzxE}m?DY^XFZnyUzj57WtAMfu{y}evo!J=VzebPtK z&pWn0E-93CwLktYZ|2k;*QVafetOh%;{L#<>%XmoL@PYm=X<d2ja6Lt?9{FwOsAI~ z{485~rO+Xu_O%yt^)l@fH!7ACMP1Pf=au|^YTJ+HkIh^CFYWq%_)~OpKTAIw7t_0s z{enCDb|1dm*<Tk`do=CxE6*q{rggf;cI%2>^(jQNGO}x(&$D!j+gH1bF)*mI==47J z<VEE^<`vU6Jw4txbM|z;>#Pn+Zvp~N=<Y1MEuE%%X1h}X!}U*}L|Yg7vRHWDoY<Rr zOxxVb_D1cV*Xpg0xUD=@F0BsNwU~3rVSXdq>TIbKDOv9A4QGuGmH(Zfz#&yquwb=g z^I_0f+^$v)uboS!867V;r(R~i%;uDHM=Y{$_O|~aZ!$_*{TOe_&-2}9QGPHd-FMEf z88eP7&A!G`d8Fi0j@p_I{=yLD6RAa0wJz|x^^0<`^0fzRh{QU3)X#2-6BA`xuE4e~ z-7|Ro&OYnDzk$b8roQZ*;}*>4we`-e{lD(LwoUF`mK$~Y#YaB}>393rnd(-Cf5}u5 z^bmOL`ERvPe7)tjr<D&okG#%JVo-4?{xOFkd%=O-=jKFIRC(`NC+8YGdmX32;v@!! z+nU_#)Zcg3ukm)=qS+QTW3$$Z!+*og=h|&Ewd(Xx5o-Un{-gZE8>dAl`R+{$3-pWo zQFygbk-??w;)VaSpRzDiR=v2QykBLF*K`kt!>MrxRCH5c9W|K$Ld$ZK_BWx_7602Z zS4CIO^q-aWulUk5u2@~ANbm1o*KU}%`;7V1BhyxxC{6S*`4lDjD(i{GIi2s<J9<+d zdwM(du2Y>;rNhABAz=GG^1g(5tnIzG>PrI{gaidUT~bPw=B``#M@M&8TDJ84mfSnh z*3wN292Z0@IR-amDgC(JoYxxtgDF*+E%#bN*`8^d%t0^f&z0r>(pWfEi~rt|ueY{2 z%Q8yux#@86`1H`btv5=3tr8X9DpHW&*1vN5{3$+KQ%|Ji-z%1DT5!<abnc2*i@!G8 z#Wy;<*!S2p>P_jdKn;<MtUzD;^(QadeEB8la4PBjEbw%fzi<7e^Yxnq82c4CX4P@5 zzbwG0>!2X8EB9#E%5c+r;;E8bBxY4iVFwjW3l{!4=gz+?z4_kCec?ZaY=6|(=B+t@ USLxO}1_lNOPgg&ebxsLQ05wi=i2wiq literal 0 HcmV?d00001 diff --git a/vignettes/images/05_RStudio_ProjectTemplate_fileStructure.png b/vignettes/images/05_RStudio_ProjectTemplate_fileStructure.png new file mode 100644 index 0000000000000000000000000000000000000000..96de59c51dcda3532156b5026f0b382aa11becaa GIT binary patch literal 33194 zcmeAS@N?(olHy`uVBq!ia0y~yVDw^OV07kSVqjpn>~dii0|NtRfk$L90|Va?5N4dJ z%_q&kpuphi;uum9_vUVS%#~--3?I}Vixrg1cnjQ#PC4P`@J(pW+OEylwq4uSXZ7md z>OQMg+rsLz)|Q5@-KM2=+p$o4(Y3udU+=Jf5H{)i_v4L+43A!WHS>LYzkG#$=Sfxn zd*6LO*&UqXrMhR=Yf1AtGO}O1BXzFbX1T7PurZ>oi8o*Dbi%|MyZHTU3SZ6N`21nb zUnQ~buW1{%ns=vexbY!vBafK$J)LO>mA-OI9lv}ycK-^#r{~|loXRn4>yaH_zuu12 zxn{qp^Woi!r!&jHdKE-&JFseMoFaq5YO`OizdjiFcZM%3DHLliFgoS>Wv1ytk*Rf+ zaWlKWsHbj>_+M3VJ!DnD6s^2h)0rY(w3@s1aT#pg5&9+eU-ymFOY&3FrW<lJq^Eva z8DRU?<z{kAX7&*?MIoJ!CLfKQ&Kr5B$Amt;GUGvR)6H8Fy)TcH3k%j9NfBLLw<Dy= zaj|`%Z9(!n`|xV7u35XL&e*HF+#-7Mf8E3<D;zcl)?8gvQ7IJ~dF-h^r*NgGsQkaB zQ^IEdYQ26}=9>MAjStrbt$ejhIPAPT!-0$th6mRcsvf<tWt!H;(!gS0hK6oubwfwR z1%g!yi)S2*Wj&!E^g3@xXHS9Cx;md`u`J6~nLCT(tak2}-uxlAKX*fxV$}Nv_4E^N zPcLclT|6jq`pPT+;Qim$`c$p<@-sKxW2l#3Abw8X()5rtgTUXI)4babUD~8=XPkX5 zf9)dgY`@5tU(MUU@@IuqtPWY_f2_u?^wW}e=gw8h$9nt!&pUf7H`?sF)I$rlwN31T z4b#f63$Pq~{#kv_RJ)~&3_3r4eA$+&;>p3{*8F&h*1U-NXHgFVZO`nTC;E>;?Xy*p zi%ik>*1$WeFU>UHUGucq$9r66hIGGo_??SWUYvcJdrLJw^-|D-v?lG;RlL(h(@!}j zrP>^JyfBr&XPRAU@V8n%vkU&0e&t>4vSDFZw$`USTJv{okh1aQx3Vw4w%%E9UF`i{ zwEpW9iI+)2d0pLwCGS@zUDWjzTvhwC;o-ZvE%93(Zc_*>TlVO6_A4R2=gjF31+?c} z2>56&I=eVS>N(H5Lp!Gi{z+DAW@uQnF3d)$=jJUb|CguUpJCqVwAXs?ml-^YbIi4; ze19VM>Ft5+!>woLTvELr5@mgHPuUXF<ZbJjC)X^k(7ycOR+Gb#|EEq`1T-~A?S5V) zxqr4NzwjBuDXVof|NmNKv_9*F(z775$LYs~Q&&G>Xb`l`{rLIjtpH92H=b{kODZF_ z7;q~xIOXg)I{U`7H6?3Hiw*AV-TYzoH5qT2)aTmfG5Y5(Fl44}+H3r4Z;$nnK9Rs% z&M#B>XG!*Nd^|%@>tkDuuiDuMdm<P9Im3QpJ@fTGhw^#T^mZ@Rb7=UuWAPXBRnuY% z0yXYjojS8_)f+`72AvCsYbJ#Jx>`GH<)&J;^?{{o^Uu$>s=PEQ_4N9s%fof|Pn)+d z<>sfAlhv<E-DWtT5D?^XmVqHjqD{qf)=G;S4xTe-&iMGM+Q{{<+HJNXG;dkbKigc- zZ8Z^dN}>%Twg{Ztvh2E==r_+0n|!@Lm!vMwXH-^-dgOkoYf*A{oyOz3oAaELQr@ro zvncv#Z8A6e+|WO9N3LwXZu#ukVxKF;kGS{OIb4qVbxZl@j2(yWX{L6GsnxnN1l<0_ zxF)(Y%{+bEJiQ*9IGgY5wy_xavj^I*debf3YA9|xcdm~TOT+Afxt6n@+&QJcR7g?i zOsR@~tX7v@n8{B;vnz*}SaUKo6#m$&I;*v_HSpsn>1As2k;ymDi`b_ao9BxkKO*`+ zgyX`4TS9aEZGF#dPIc}RJvJxw$kdGbeKB?ZE2E|am^^X%dV`JOfY;|M_1+b>6$}hJ z1ob;s`%PlzWa#j#^RvADv4w%*!ZJ($Da*Z{U*BhWHmWntbn$gnakse>@<Km9xBRHW zz;IyW6Km1a?nlJ>YB}U9x|~J2E*|H0yR%^LZmu_l3=BPoc})Y)_UONv8!{_ZcTPro zGQ)~zZjQRU8?-{^KK;;iWY^OVOgb;7y!o!ZZQ;a+ybO2e&V7DnR-oyj(v7z1*LY&5 z);)Z*bd`PRb5+9yTc(7qPL*g|cjvPTn?)ZpLtEnd?`t2=E4$;~e|mj(!^JHB6lL*j zKKFX59iM$>u47A>@wsx!iH-+~YP)4#ryVagI%MMYYGzdZudE4a|9!6t^9C6*@XVd( zeo}J5lv&wacP7ObYF&)Cd+=`CoNE5l=cX!mrOlga-0^@d+E`s~#b?QYlOdg4>!w?_ z6&EVDdS&J8n`^p0a^I%{&LoD^^l8U0?-3~GVPFXK?7vdUV<7c5-u1*Oj`gYkukPNq zMDsj*$ZomdA~wxaFP)<5^J=4fg9Ig0nv)rH-&Ukd`z08>@nq}GRkzb@<mDLLzHK>p z$!P1WTjuQL`R8_iU-4&`R70ZP-S9NC$GcyCn-C>D+cldp^;zb;%d>u@Z{b>C5dV3C zcf^Z-!Y=Ce7e$O5R$lo%|DxYni<lLui%b6Z{?l8q^<(6P%YDvFGfW;^o(x@nT088; z--|1b?L61bG2b|wjUl8rcSYsuHK&|cval&_lu$hKupon_fssMLB0-`}fQdoM^p{Dn zaNF$92W}pGv%!{up)IjOudT7Je~(LSp#5bY1~v%;&v5T8vOULtN;^CL{3ZSL`d7XG zA(@N@T2{-Acz!tDJ8_OFJeh|vEsZH$Yx%`^yEbo&6&_zV+4oG`A?f++S0oP$0|S%$ z_RR(tj8at;S6#d%@VRhj*SZ&5l$HhbmOgk@=YFZ{tBcQ5^Oej0Z9Q7CBfwYm_4P}l z7Sj&Z+A(?agv{Ku;`FYi2GfnUKECx)XMSe$?87U&MPhGuJ7tx|EG(SDJ5S^3&q=S| zcMAwz+h!@D_i#~C>Cy0mD`qCOcv~<q^t4S3pTgv-7&~1~aY1~DHHW6w?sq|=&QS?9 z3~P?Ly?pVWsbTl|t6KhX*Y|6lel~}FW>=Hdwp$H*ohqDDTl{Amax;YK#fNRyj?-p3 zEGIg3c7cI$Pryad|Ie8vMGGw^A80sW(38K&-v6<p+bYNB@5RraU9;``7p)Jos>K4Y zyu7{X^7oE}^vgfLg`6>+<=7A^H_M4H?6f4ivVDnY*(sfwC7oKwI~?mKnN6MlLSNp{ zNH^{LVS^PGYXpy;(0F@o%B1_N`3|UVslUwhKkdiOH(9*5ghZ9agk%<EFdQiGmeX37 z5&z;``>!nS&$q6NWd=y{n;&*~?=&lq^A^)l_IeGiZmmAv)W%nfCKq<-K3pB>tIu9h zIgur{V%^_Gy6dgyA3qs(C#gYiZEmqZ@S1}%KSbkM&mBH%xGaJ@pt^pY6_4>_#wpAU zGq^dtnnNTkHym?&dF4-%M5|U{u2h1n=b0@hufKj>FS#nJ@8Pe~^0K(Ce{P4K-k+P2 z!_3ec;B9#QP|N9~2Rni*HIgiZIyCo1oE1)F3CwNN;*i<Fa!l1gFYfv-BXOgxb8kym za~Lo@_<XX=ZL9p-s}I+zv<R>-nEAVi?XZE2VWrm#1;rf<4wDkMrRctHNlfB9HRa+{ zh8o57?dz_GTR$u6+ZG(H9B#)ZaqSMv^NX{V#4O5BpC`-7FvG>eOr0^~Y$N-Y>60_2 z@MiiY)#%-GbLwC)D!wvvS`)vD1YbmP^x}Y^xk2Hr+#U-Z!;*pmj89}oN3U|J<$KJV z=_!?X;HluY7zdHyQ;N4Z7_#&n+pnoTedH|r^XJU0y<7p23#`&rer&OvbM{hD!1ZSa z;>M<LZ%J5wW+=F`xA}lxeC^VS(=QtuZQwmG#2$1&`i_wQ`Kwu3w^vvxT0OOVd+X?l zxK;mF|NA$+v1;qB=;JqUdhTBl_f+IiVbj9Qo@PlwiI96Pxe{&emC<f5>y}^r+!q?A zbM>ixu+GC-HBa+5b}(x#{nlS{Q#feDfzI?yp5mAnH^Z}czwSz$d#h{z21O6HlTTmq zUcaK%P+aa^d-urx8wRaezq}gV5|`Ku8{D#gpOI!gJNL4Y(acvhdY6OhyQXiF(+=Zo z5pL3%HCf~J%p|8>R&U$R+;RL7yW@n2d(h0R$44*aaLu!s;G5iYyu?^Gt7kILXPxai z?^Kt@1n#qto&6}wu7&?8*V%R5OT$-M`5!HxKjnUz_+PQsN&4dJ*GrjgU8lSBX3@r) zrpZ4RDEDP<u|7BTkJ{xo^=JMcyPvdTO-)kN&(BeQ$}iHEMO|$2ICXJ<8rv2%JMq_d zeYS4;6z95j_UAV{lMLf6>@FOd)o`cjQ|n8uOyzzXx9WX8+f71lG&SehPphAORN=^# zO@XD_C&E(8g|ptRe)?<v9&xRz{r@fYGA^vHeqgcK)W~SoM76z3S4o<$DHnP6D(BnI zAhU0JU(cJ@7T$Zqaq#VwNzT3})k7G~h1R@0X*os3{_=@$O^KOTEVnG<7T13n@4fo^ zzILry%ce}R3XTjHp78bELrzxbwJ&cN|98syuWWE<@8Sbm(S;B9_T*+1RhSDUNw~%G zF|^MM(bZe~>o~W?d5+a@-S}VUwoE+y$ESU!!AkSgjrmV`)g6m3uGh0!w&c%k?pxnC z-RHgV<XC0%R`c0wTaW%azj3Q7yi>9=XyupFQp^8IK30CcTlwTN&-9J=7`A<b_g9h* z&pv7t@&8@z`&}mc9`Ch$+7{<2KfTN>>Dx|ovDJzHeJjlGJ)6R_cT!8V|L>h!u4}V2 zJhZiXExs}0{r2s)d$Oyh=tmcSI;wDg`j^AAD>rDSz2Gm`<Wc{*tc=f5dAa|~>z!-A zM!uhHE^_bdlIS(hl^GIDw3v=Zn;IKGEAI7tvog|rmOc{$A78AmcG$nPjcsf;i)WOX zthVbAHkSW!dE(Ew1t<3G$^CX_=k8r^r7zFhd*eV={hrRnu}gz$E$a?_<@uXt#t?J< z#E+ssExYm--k)-5Z4<j?3;&;|lP_$QuUaSbM*CUVnhlon@h=#-WfNv{w=ZA$SMeK{ zg!_#{oBQj#=cHTq%6FYgl58*+yjNpa|L8}dcG%i$-5*{{N@|C#oo7)O6T5Z0o^bNS zF3r$sr%#_ceQK&(Xq5ENOOw)f{$#!MDl;(q;FR?F_EV<3e{t<2@7B<WHQNtMTRoU7 zBfGrbIQ8hNtC#oBeDvf6$JC9nPtRwCpI99i6>i+2!m;r}ivkCuqvO*D&Yc%pvfVya z)HJ*i7Y=Xks*`{IUEM9X$M?mVt*3vPRST;di@jd^vF(ubDt8M|U7hhDOmdl<#mRt% z#2O|C^D=S9{?ktjEN*mv$uLcPCZA(tbl*7td-~$@2||f?g*Qd8y*%4$9^&?6P9--( z!pTLf`boR%gyfc`2JB?JDD`V!51SlALqkJ#rI9k9;)B8`B5tpQI<IkUmo_k~`2Ht1 zQ*d*w?+t<Uz3%riDwrE4FMfQ<m7DRv#(l4LNy!{I)R9tQaZ<6eC8%7K@9=`HI}HyT z#PCf&l6C&zx26MM7xzc=-``<=?Dghv`Blx4YyO|BzaU*&Qj$@V!_3g@pcQ<=>-4Fq zT8oNmr<!;??YdO7G-~n6s=aH=c9hOPUp@W(-I7fkG<Rx8tSJv^p7`<pVu>S<i%w1P zYT4nE>c2bY^aqPMMN_*@Ka`kQq5HDo!?*Z9Wsi==+br*NpR~H>RMKAdf3rW-E&X^e zOG@^9QbwDz@vR^>b|!`eQ=Hs42kdMMxil-N?Skm0h&8MJ&Hj+5qAe$twS0F#-((9v zrZ4%dQ>UL}WDw^rFg(B@%y1#<<Bc}+?$EQ*viGhXd!oT!{5MFf`>MtNgG)_8BLN#8 zo=uX}*|hHYUg;}OBunGczp-szvpGU1Av<5}bi+oF?3(SrPW`lBv}ez>^tdk)k{dH) zBG^uRI4rFgGADl7)k_Qwlec&UuL@e}G3iOsP9ERc(Ge2T(yz}SPLgCf%%9J5_{{8? zFY2ymY>8PX=^Ciw$;9B)vFv45@aB6wzNbR|$Is!*l}|ie#{b{7?f+AymQUSFe!5=z zv*?kKYo_DI5Up?#FK@1{rLC8QA~R?H<FWd(m-nxX^{+F2>n?3^zqB}h$IbG;DfM%e zgIDa?zwKNH=j)4S?_E4-U38*JcxL{~+3U3xf1YhVeVm7*tgz(GGdT&nl2_+n@_tYK zCwry!sN-C#(%kzyqs6Z`tT-Pww_?@B`7K|&c=mrwlUU}mkb&Xu>b^o5caDb^d>n=x zg_bhK!5jbCSnbG_PK?S~rKI7*!N9OW;o}eH)z@~}XEmmzPwSaC=bcsV&wpp<9({G^ zw<PPcYx$pl3QvuT`utIxQ}_6}Kbf7;+{&p3C*S7J*uCujhMHWL-}?M=GjGh)tDLi^ z?9v+7wY&c3Ux@z8y6@`^{q=b>E|@Plz4XQvq1f27Pmaw$!OQWshauqO#Eo`~%b&kk zm8O>d{rJ22^5^O|<maw=`h)i~`_3Dky)9w6u}(J86B!)Dm*h!^KYjl8mE@KDPv@t5 z3ory+4|A*8m3aP;VB<VFy@QLd&)Hd6^m2tjKEL{X$Kt;9iwp}qf2w_WEnh$PqW*!~ zH<fFitP0*~!qD*P*EvqZy)}DmV*ezk$=ABQT*fnNQ|kRaj*9#4-u?62*Zxlc^C{!v zzrX$$xL^P5(DgX}cioP!opJUpb-U`H+8w+hA71<F{=ri-@{=wunjODjGAkd$0g-=S z4~OrqsowGPtK{d$tw}5mOW2ROoxl0>^AW~_dF$rcw(IqtzNXuMswdvm=*;!A)+^pm zxhuJpqoMB0{)f)y^DPaM8`_JHY!6=<b#14e#q}+*9`ogv&Ggsamk<`b_x;1($6uf1 zC%V{HTc#da<{`*naNhseG#2-ACN74_EZ;uYl;|kVW@J#)*Zj9HdW!w7nuil>U6#zf z_rO%`_k}r`%Wt3kZ~XOC{BO0{vNN|Btm9y0$T;`E@Mdb|ou8Z8-42~A6z<zHx7<Wm zH_xp*_;uORU<QU2CQr}1PmC5iA8Ti}IrP&U*Nv_m4e3t}3f`TYQk==jZ8a}`@8d;c z3=AiQ>rQ`&Ew}mV^~h^`^y+$xSiKK#grjB&RJXG+Eb*`{T<IH9ar#wuTi3b&rR$^T z+vR3$dobgVGWW9OTcQiTyg7Q~XYS*4UH?D^h6|DH{Nl%QI(OGRJfX8Y_;kJBa)uYj z_xr_u+W!95Wbxp7>Epk@&X&Jy%D`}Cuk8K#@Av(vxFtV%?un@DJLR@K3cRy0<kZo% zvep70zV2E5u=e4jrB!ub)Wl{>boQ_&B`XIn>^$M2U}h*L$*H2WaAoJl!oU3IIcpck z=F59)xj5Kc$t~x7e|4e*1H+69``71R``D6hVzBe1y8I4z_KuVw$-K0@Rpq-JR9C8B ze%oI6CeMu_^Xc!K3$Cr)xRQ&3;mn@r?Sk84damEPzIyF}wekD6G4<p;dwqMSh5GuW z88Nq49NZVCG9j!^o`1vM617;~hTA3IH*bHC)UtDW`SVMEm`oWM1lBHYV>N%yl=n*L z$+7b%wbCl?{%$k=csxI_;mOL6({H=C-G22p+bvAz@r>vfVG&a;ZXe&=K6`oojZNH9 zAw^c-f{xD!d?&;tZpqIvd5(2$FgJsP)i?QPnT||1&)6S`n>KYZ)33}!C)MXEyWN=m zpd~fI-o7;J6|)q>gl(@Mylj4>+w;R_QD5mg*1rj#1=!h_ualF{JGB3fow-BE`JL0R za+sdK^S&*-N@J?~B&lAu<ArklrymxWNSS&T704Vn@VTzIURdo*_ot|B#)jMHf8NNF zx4v|3=WWsX9D9DX=)~4OI@z)BxsZG{|69#Nr;j)-bJ226i2S-BWr?dQ6SsGAtfbz? zO-Gg-En;IR*mxvFyildxM2O3ifuTo%(?K*hC`M(S#R1M@?&7zuGlc?O)3>er{qzg7 z<srv!A-BzZw*T63#A(rNA!QCGLym?w*VLU1{#E=sa&4#j`m%SXi`~@4glBSXJ=$8t zA|~;ncDd}Y;yasdAFGRHH%=52S*f?~#p}Id3=Dx%$M*LyG8{O2Ms?Rw0T#ZFGzL*o zk<&uYSbhmGF!Y2ezlm>a;NNlL+`6RRhErCtx2>)>W&HnnPg&Ud&cC_~;^!^Jn9O#> zU*9ctuebg2j-ZuK3M`ly@87t=68EvNTzS36e%0u{c{TGgq<-34%V-^zuF$JJJcZjo z&S2-KGwD0}1qzhY(`T1<o~)GTTPNiS^3tA3>m3r>7!8hA{ycFerpKAlq1H2wk)c6T zPs8nk48x12J4}5yro?|ZJ|$C=&ptQuUaZd)xxY3KQl2i^s?(hze)smDZsC=8yVl)y zKfC!-f8GJzUAwnMOrNnNI&t5QnOi+)PH0JDh{@42<oogD$gve&(p?M;9$Z`hn9n%k zlXSB@@R8Gdt&=)0-9wkT{H#B-ws!98LmTBSuWfzbe>?A&f8h#sSGCoNre(VhI&w^u z;bVGGP${)G%sViu>r#g1UHzzBXYneQcNhQdj24@};iYKMUM7{@UppN>zUH&}-22Up ziD8lVnTUSt)%)T~zog}@^in-vU-Gw3v3cgVo^Lxgr~htMl3LMpC6|5P50_sdowI&j z@b`OTJ9Ray*83~l4qMJ+JU3^PkmS8R$<~65v(Efj((~*3+zqd<?ykIbZ2o0grRKBQ zF7^x;Ez{=wUmW^)n(VG=YZpjF>7LdPV`NB3v#l;Yf8*ojn=z&gi_h$@R^Pp@I>cr6 z1&-Oq(c9y-modE9^k(*V?yq|7hF{lj{`BmeWjDXwnzF0>lUr&mr|ho3D<Ao0>DKGX zKen1Xc|=9=F&ynOYKY3~*}84(#reyn=4F>`_>qxTvY|DuL*VVAMJ)e+Fa0gz&&a^= z;96~Xp6ly<x4%?gxst@|p7Q+H%~fw@b!L5y+@V(gaS~%)q}RN)-#={SRyt$2!rnl; zVAt>4$7%)5o)@k>k@;cM)QM>-*M6_ww^Eyp?}nP#R!(m2+)~H-X;}rYH>?o5ulv0A z)%to@2lmY!5x<O|FE_RKdugw}z2_m<?5*4QWp2u_-&ywm(bY?-r<491KPl0;_3(yP zX{+lWRR!O=ubUgbtKc6){~05LZN>j{ZuZNnTvf{my>F#l`t9rfOFoM;Gs3^#@hp+B zGE2C>N&bIV%%kJamgnzkvzlL8aaM6=eo<Mg)5i~$Vh(e^?~T5F%jDzC;$QE6@$Z{< z{$Fw5@BJ6rt}OBSdjDlf#_iWO*N>*W|C!<O>qD~k;n#a2&l{z*#aCZvKHP9%wv5fK zHIHZW3)a>Z{S;5y?G$`&kN(A@E2F<XX*v5{oQdIY!S^XAf6w2S@%GW#-|O#KY!a@1 zesaNH@rP$G+9vXGFc=(Iu!)bI;jg!A@8KshKZ+idPw%~ZeC^L2pQ9xepK@+KoUZyP z)_vWb2gleM6mIcGe}8W9_hdxd*$>js-!ueVt3Lf9JKwA%^8H%1?>3;BsJ@VuCGVe9 zr~1wde7=9~+@n?U8xV6((;mi0CC_M^pL1k(-S^o?tE%^kKU^E2Q6RHigX?(V+OX44 zi(Hi^{wvX$cF^!oRQDo{u0<hQOQY6?t-h+Jb}Vb_t`#dh)Fz)y-84yP<v*S^;m2%# ze*L`fw6xFV3mPH6X1#Ent@Y{5hPeKR?dH=@PxVllHZ9Cb<>bZ<8w||N#k-FxZM<=1 z%dH>n(`T^HW~;Pd)3t~-otkv=W2fCZy=4BEm)2fsI%WU;^PP!%nPX#Z?=b(W-D2`D zSN?O$lY04oc`-iv`TYFh`#bCwr@cFq@k4WgRDtyWi<5tq{PLgOR8n`VO^{Ks`2VWH zNr`efQco_PJ$ZED?)K^j4Hvur@3`IKTVwurdG(WC2M$rM)LrrMJkE6!PcR<;Xcep} zbT*n>e~v}?EBQ6j2RgYXKbDKyYP9mTWtfV0tYO))ukR*{y}xxMaLu{ug2fls+`L`$ z&m}edTL0V`cOG3{`TF_p8=N7n=ik{Z%85@j_`|(t+C0Wzsrdq0dv|7^I};Iid)DGx zr3RlH?PX`aXYD$3`gYp+IlEWi-e>ss^^7YEB>tJbGFm!KLnLUYlh*X<8eU6_Tss$q zEYp~JO0;X!uJcc3T(Dm8c<SU#BT$P}_1N>Dtfej-6HLmSF5IZyDY{am_<QX;^LHKx z4>wEuMbvCe`^J85o078dX|r>V?{qyG61Xm#`M#4Ex^dXP=)#w|;iW4@E?@uhx9IY} z)cGzyeph~%+HLnW?awL0K*qXx2bIN+r5ZCVur$_Ax;1TYF?%a})z>$FU+&sm$-~g_ z>DW9?<=^Z-e^<Bn#uWUqTsqsR=-9XB?sj+9>YpvVvx=WgWSg?G+leiI-|}e3B^Ez@ zPi&YU-=}^tah_~U@r3^`cP(A~=T@}TXWuh#cm4WOVsf03VaB53+3H{U`M&T<TI8Kp z)eJ64$hmOjF&9I_r_08F_qM%1lfuxjYu~E#3%+jO>c6dCWY?1>u^H;O-TC8d3m*S) zbgZkh+q?f(g=5!(Z>B5>^K#^EbDrMYn#}&=_ctCHoAmp+dutu-|0Ew=@o%DS?O$fL zb3fj$i!%4tJ$-yf&Fv4W_P*}|XDTc!L+<EHP5AxJ_|Jzr-YqB8?|eLV^0F!i!;CX6 z7Lg7q?h6<UF3;P0SAM?FsYHf`lm4DnFN9tmkJ<ZWNp?m?@02vldYw77+s?jW?#%SG zR`*C+uIsJi#=tPE+kL%-zFm=4=J|jd#+6w)vm@DqgZg~7+HNj<|FtWmYk9vd-))K6 zlYaf)GHtn-j&)!QL&daj%xO8cm0GH0e(l}&-|vc<=w<lxL9g6uKJ}$X^-6dC{rl`n zQDb#TLFA>*u8^+hLhH70@#hBCo(;IT^fUi1H`lG}ZZ;)<N}hhs@^0F<_nzr|XS3#7 z{NKG<M%?`N?eP3;Mia?Q^D}R}^kQ_J4x}t!o;~Nz>QtL0|LkPWOYheGm~&~~#3zmK z`E8RJvZ9^u9@(B8tgH5aR?)X3&t5E&Ps`sQsr#m2bDv=R|B4@1Zr*rbJAdu}`!9nU ztfrmMl^1!ba!5+b9x>>#@tK+Ql5*2M>(lS7c<x^RN=^8e%dR_?6N6eBDrKfG;N^TD zFw^Uz`7ZacnoGrOGxl8O?2l3Y>+(s+Qf;N`)TAgUx9JC!V^vuuOtW>XzwqkL$t^() z3}?=4ug@sfJC=L(@ZzlpmioWH#?-Ur)4Pi+H$7o7g{=j!F!wK?BD_}F?nR<2Q|3$K zP5p1LUg6<o$b0+b^3^%r57Xr4$$E2hm1c&V2op49G>bXlJC}La=i<#vc+P8DiKrgE zyNp5eoN8>QxZJIn{CMTajXfsj;>ipQub!|v{%hR#@8HGNdYKd7te-sHnn&hgR@Y;t z<@*$uiJ!ZZ_wLn^oiqQnEX?~~dUV<UfaU7X^`{zrdi^r;?wv12YK3=y^KTS?bRhTP z^~JG{VSVqEBF~z#Ffi<^-p_9(^>{|%@kYaas?X2cuD*5XfJ*G%Ik`V9(k@-Sd~d}H zhhq#^w*L9GaMAtaKX>k^ta8;q|8jp><o)ft&VS*r3O}FZ*T?tEwe<1l9ZJc`OQeOm z5(9qnJ9VhMx_?p4R>>ypo!`0FZ!45KrMImTE!_TyxzRo3!l|zx{oCB)J?b7A-Ux4* z+UYaFXVqz+A3|E1(?06z^pvFTSh@7*>5#5vNq6i0CM|KuaAIIcQ1J{=na6M-Zb{IQ zvpOobv_BQOh%SA1W5@3|&X!6J|3Yr7ElKjaeCjio+k{;k*Da}CAMkI=WXbrgXS{b@ z)2#72s~n{w7IgF|7t1q=4>f9UZ`*&nnLl~Cr>4WDrlhY+O`Dm_7#I|ydTUO9JhzUI zmHjfeoJfq($6sbAe*HS1d0k}D>hfDV&#tgbVK+9M{GnvOAj`)`E1RRP2{1S)h!vIW zFFd2`lB)Vi>)~0E_<Nrpe`~RJ73rJ)d`gGirMZ#W@pXR<KJ%N&&3r#|`|r&c(+y7k zp8S95F*|b$i8jt&mKwd|9mkCyeeU^bBg`0|l9QulGO?rOP}@EEj3<KcKHL1O`13L4 z@`kLPEtTgkDxO->;;p%SezkkWOoqINFH&l?e}>e3eavfYY91;oHYM!K{iUp|9!cxC zUrSYTepSp|xK5Ve$1zUPT}MnrF4p9E&sp);-{0Nb`Mf?kMoWn~D^~2D-lpl1QFnG; zdD5dN*f`Dfn@QfgJ9odme<E_1>+_MYvukvGN?t}CO-oulZ}WePxpNAvEFYeEX`DWt z?bDAwxw-POzQ0~8Rs7l_vb%b_kALspKiiL7b^U&?d3si)Xv40q(_N)6?=qOM{!~?4 zwrD!Hw)NJuQ}12QyprAj_TJ9oSEuLrY}H?3Sg@Nhxp{v6{b^wv&3WQ`=jIg%II*+^ zPT96)ONiR!sZ%^sjc#hoDAio|*uUqk_M^3jn^%Q5fZ}<|mX9Ak%T1i;#^6x$??dqR z>eu@stN(<>t&Cc#Q8DM^f{ueewaRzjy}Mtzat7NfgWTiq{r4W)D{ZkfWYN51vKEt< zvugeSqVN9c&Yw9JsYaG*mlyVOu=|E3o$CFiFYs`i;NBd)KU=g9+u0mgGwrRa72lsj z-#_m1)c(I`Ua*&8&n}htRZa{Io;AvI^8W4my55GDVX@YZa(#E^8B2DrzS?`=|CCM5 zE#Voh?aOZ-ZSGv^_bxY1dv5EmNArKbpJKS;&9{5CnPT_sbmMD|dMHm{dG>axk#eJ+ zm-nuq!p6-XL$;Uc$JG4@+`4Tyc<^%mtsUPJ|K6W-(BRJpHip)ibpca~EM*wypMTEX zawz<i&9S#~k_t}W_A-6l-23RQlG0E9rM8FelzyM|A?>2KneXdwKk9|qepLKqt+B{F zd^3h+N9dI~qKY?HCplHI@c!So;rgkY3%4GP%C+#TJ3CqJ3*VQ&3AuhJnr1!}T9mrp z@Zu%;cK%Mue^=X*wl4_#`rd9&q({r$%Wv`o_x%cIDKYqbfi+s}w^#ja!ONHL9$xyK zy;v{ehjp}YL-hBV|8qUw{hF9K@7}+M^Vj;GTEy@{OwaGj<RJ0+=TsQ-UcYoq5i2cz z{c98JMV1*``xlqo?QqzCLjRHOas9tLUY|avlqO~ID*4|*e>OgOt6#UJzd7=)ztQiq zYL4{tbN4mZ+%rAC_IJ&_-8Ju*O)lNXdTBv|*V3T<YXsM&->F!7Z~Z)TOKaCaRaI3E z!)MRLOnj3i!aj3;o~7FBbpLnZ36q~+{u;;pZ!O85Wo&%7%=*o3lP$-7vrF}#y!rp8 z`}KC2D5*;)uAI&n`JD3m`25uR(we^G*>ja5N~@0sKib`?!ZGK8*V3R#Dw(s)3=J>t zz5n}b#%BM#-;;Z8J@})4q^$M&>ckn3w!Gc{l<oW{V@8H&ANRey%x_yCI9>2s?X-2W zw;pbdy7s^0`fazcy>b6F>e;7gPi08R&0YK7G1zct`#!mEe?yb6Z`5`x`SV_RiP+PV z+`rCvAKc9oyX#gfJ43_v&d9CyZuLgf5{>^Ht4z+DYqGKMT+-gVputY(>0j?9@z;XZ zimm^$>&&WIHjB^ITU&R3wF3_WCxC~6bq?>}a%^8q$JcvCe?FuIYi_z1-FDw1Jy`SK z<baFwg{yq+6rC9s)RrV<+3T0DmrMS>|E=cJd*N;J_k4YpdfdN#;rzzM=ifY8wNhlM z`~HH>?|+^AXLVdTpt3%9uAuO>#k2P=ZZ3Z^fmPk;{<X*RPTrBcyf*u{Uud1xZhyZk zsqHJI(_R@Cohk?y=5hFXecM+4=IwKB%d2YZqh$hq-mRUiG^g!NMO^Y^)56KSOW)nv zx4BlG{ro)UeR1<=U7sPsv*vpGkKW=HHJe<&zt^_O?Yq5AaM{siT1|&al+Oe>KKjTW zw)VA5UK_R%-1UZXPwuzg?!8f5E5W4p`uauYyt<MyR|Ro~!_qZ}rfn$X-p0s~kaE*9 zq<sQkO%Jn-m38LFmaYC#H$o)W$MPP}4f}I0@$41X?frVv=DDTIcT9a)TGzj(-bc3j zaDzh2l22VWT|qk+xh&L}xc|>YO|P%%6^z2a+Ddkc%#I407^G<a&n3?xBb}w8tH0-~ z<X&s{aDPL~-S%bw{}lXduFX!?J)S?q{=`wg9F;9uuZ14n>|$ZqrBHf!hlYKA`1u8O zlk4}b@m^Yyn|frq^fw(D!51$d3fWYhohhw8y^rhTw}MZyCeJIxco}9*$!FUC@8fmJ zzf61P+8%OWXEoKEnL%Uy`#A!aPai*h`KW!`w~Ogh@=h(#jQ)03TIA8~yJz>`|8kh$ zbb*cW_4WVxMQ<LO_~^&=ee!v=L3_^~DQHsQU^;Hdqg-N;dFz)x8{4m{^6wnd`#zP} zF@pwqzs1Xy7X|t>G(SJ1GWE-W^m&i_rl-rr+td~B(n-wAC^)k#TjZSa%YRRo$tSH! zja|*C%p!L8m+S6J=jV%U{Q7-%!jFe%4SXCoZdnj9D_-TSzLuVb-bwvwV$)7=Emi$_ zG-zeaLi@wsJuA}nm-pNd(PUzH_VeV8Ne^E5IWQ(nI#4&SzfU#AnBl+^)uZ>zyFa;4 z*SFc!-?8Pg^`V(>oQs#u%`^Xh{)%?}+u1o~DVGje#Lg-?`_o=;w@$xx{kH=iH!SlG zP2BdmZ`snLXEO@3?ymdN71E_yZ`XBaQpLMZ8)vSa^jxP)*NMSKyS=fveAygt?}!T@ z|Gbjj70#|uc_?3U-|N2Rah@?R%d)@nFF(yXuhz+1I7vH5bJ@HdSJbrjr0(6w&d|`A zv$svxx<>2mCHeTSzBRY2r?W96Y~o*MeJ|(KzR%0We!RY<z?gSE``s@?zcfK_;Yr_W z@6J7P#`ZVc)(2)Lf4DQ3*8i`2(zUZY`ZL@0*01~(;fH@8I_mxP&kO&%DNgq@uHQaB ziA(T8f8X)U!_}p0e3rhrf8G3b#UW#<8F!vc=D)L;*~MrjkNIlVsY$O+mi%5Qzk9Zz zL)6bYvlXRTIjfi$7>wWlOl;8=f4ueE*DURV*VostWl)~|^H-VPxs#WdK01EejrZGD zrN%9vepfWSU26O?i{Z|)-ShXdiYuSlyT^L^Gw~IS3=J8wraC(;#S4O`E11{$g&7`x zeb0POr+r;FlZt=u{yTP?qSRLIny}WU#(KsiiOjc8uWnP>K7o<JVN34(&iT8drMWA5 z-`#kzc-<PF!lHMNo|r%CxVuMJIQHLO$1Q8LX6@PkFL|EayI-#V*?eAzKi!&>o|I?* zJel)O-0LXe?b>#N6<;|ccl|mtS+MrJs@*raTfr^UJ6nA^L)s2(%4#vbv`DD2b?L@+ zJkuj0_xUW<Fudw2b5gOl#VK}{agz!|Xv~~L@k@eK&gh=mDxT`)B0Bfxu6NTf^FQHW zzZsl++aR{K(_2R?s3w`kQGtzd!rfmk9LMDS=ijjU{^aVpy=f-Tv>HBLJSlJXr|ey% zq(I3<<+bImhKbidm1aj@Dvi2x?%|_i?#1HSt<Q1__AB<@c+S?Sz+u;~F35S*NjP}o zg^&y-F;3rBr;QsL_oTbUO{_cbCu3V_a?!--(z;XEj~2g_Ugl#_si^sLroX<t;)7}D z&Y77DO)kxsu3(%V;W35vXIIz1>cTiXqwE|l*JV2vC{0z0oe+IMaP}wee>1Fgm;U@Q zpHJ@2_uqZ`v9EoXdTi-_ms|JE<<-n1ufGKzEZw_*G1sq$`j@BODVewR^Mil)zpwqh z;*`U;sA>09j@_GImsMPIHsAl|yzjFwe(<Zmo+zPaVkRUh9qDmIXyS#Sq%1X~jT2@> zdHJk8qdJLge!k!i_utR+B5MvU3-|cSHQ~)Qb*7{1tv{SGzjd2~p+nCw+4kL<UsYEx z&fd9HYpTuvi(h}Y@}%7|zV-Orytm?A84I|Aw#!yL5`KC4#1)S(lZC7OpJp|lvflc( zpfA0_c=;NaHuLv4{9GE;jO{cR|7&SziCus1>}9imbKVI^u9>gC&deiD$2{xm##TeN zQ|z55zsKpb1$y3Ec2oP2_Pr-TjN4^Dgoa!^Z?6&-vo7WDZXWwRj1DO(8%!okaI-93 zx->O4_36`7;+5N^8=p(b>bTuq)V%tsK0Cvr*pMj?8n2jN3T9wn*im|aYIM4_&7Cim zQ?kpy%kAACRcs~BcyG=5L#7WSPqY2l`Ay<WY~7bzKLvX`O&J*c%Ik0M&_A^2?xOIt zcHP<1nQq%&{SA$O`KytcjptWR?#Akj)xTz+*-;u1(!D&AZ||S4>p8A;l}K2f`+V&X z|L+=$ls9_&>K*>(f63&~s;x48`-geuJ#pQFpA|mSw|up~pY?*z`n7z(N434-r4Ju1 zz5ep=zLPgaxsD!w9?2l8&wij#MzQ6wg~AbqBToyWunb7fgbzq^%w9IXY33VSd0tQX zx}Lo!|IDij*I&DrbxY)Nb9tp-f4=C)vF4qc`CWCFMd|5zb2j|^=fto;{@pyI%KxXg zb3n%-ga2N&e=U2wtvuMkl6{}dkGrYK-wU(t-u(%4^Qb)Z=0jv>#r28W<~u$zGIW$3 zzV_GB2ilggv{sk`YLncW%^Q2IdiBfcxe+?oqWeNtYTdi=gHThZO8?Mo-=!z2>?P~g z9$gmnM}6U<<ltZa{nwWU)zoA>Q>ee+u;63+Ch0uIjsKY2;;UZ=X+E+zXV9~bZ~KM~ z85J$cpA&-5T<~q(YbF!@Ainak%v72GR$1>N+i!BtX1iji({jrG`|CE}_MrUK=?@P* zi*?=~V`jX@FjM57jav5k75nbTUVYko;b70=Ybt9wR(+R@K654a2Fq?SCmx5|f75yU znaovt-!^1k{ocR!&WF<<wa=gap}VKuC;G?C>Z>0$W*vEXFIf0W!$X<LX>V<R_5V-H z>38D^NZo68m_L8To2dOoTCR&Kvmdq!Kll3ET*_<_m{@ejd3BiDRyH#Rg~(T38;#eM z&)-sU{a9a8>Ahy@*0i(tt}T|>F1zXRqlA_jZ)}s>|Jd3jdiv|NB}O!__Kw)i62;75 zu<1?As@jBVxnqnK6<_o7)~mK(FMVKVZS=jnb#@Hj*`n2DvmWfIDbC6EG4}m9_r}!8 zY4!I%zPL2Ot*<L}ZyQ_rbL;n|L7G+UrF)8ue8VPoDe4>Ao!4KX?9{Miqj1x)cdI2% zpLz1`_nrJZ6Pw!E&F5_Rk#zPA|D0S`H??WGbDHl&PhvPAvMhJj9eb4x?e$L<ytH2b zDoAtL`j@|-F8h1huJgn9&+kmjYG0lGF*SJ+(;u5=cb%ToX$%g<X<<jU=vF`H<KqAF z>gMmurRk-WN>j|g`AFWhKXL!Qb<UHf$LBTgPMK)DO+LoPM(f6D^_&ZHl>1E<_{54B zReZL+%cXSmWWH0|-#<k*oD2*J7XOr{COyqpeO^DuKu5{q!s_(*7qica88EDP^5Msf z_d>$^WF_Cdv)6YGE&8!~-sDH8Hb0u?e{Y(icbv@K>?g-wS3Fm|yzkvrPp3!6a-ExZ zoiN@!WvlJ0o`*G`*X>o_Z9MaQ*Ntm`KrNlWQY%F=C;IPr+&g)>w*Z5|OwPhh4JY~> z7!#J+R`0gAn>pn$1H<I`lfGO~z0|+6>ZRxP3ju$(Sxo+X{Lszx+h^=1%$T;NxJjk# z)+U!&F0r#m7l+Rgm$#g{C0*mqOdHc}XV)}qYPv7GHSgw*?^Ui^M=u|jYtQZR_552K zbvl@P+FT7M1{?3+jK<sM*-RC(UVixK`|{Xz9!qD`d~oXzZJ&H8Y5J}^|LTgfb{??R z+M)B(#Z~KQF=u#GYx}m0g7oA=&*Tib>$|=E{^s@=ls*3U+k}DP)W77%o~t{p{pZek z96r<QqFK$cR~Pxx7JlxRy>EGLrB|~@>F;C8(ZA1aH7}g7?a8<K8?T?)wR_JojqtF? zdspB8^tDGC+K!p;G2L1{s7t`0|FO^(#fP$5!J5C^zMtswuR6ytx!mgE#Ox*WJ>ry( zt885o<l}wfg;B+l)h!H{HXVP#A2ru{W*8Sk!_1%G_;b%4-LbZ+VvE?0FE8&#HB1b< zXKN+;{MpM(8w3cC)I|!OAUIODNAUNooR`-Y@11evM4FsjZc3%-N|Bk*0^@7n+&U9+ zAa_A>v)B5Zxarqw-(1k@oKvzQJA1Ls-d)u#HAQFgt{u~#`}*yJ&Hprc->lz0dGg}s zx{LddE^%);e(LVY%DuAwDusu`wko{~t5NvS!4<XB?%&A^FSt+o+pzua+F&%1bCTy% zj#a6pj;cqE_O-T7T*qU+bxXxeuZtnmi+MdJiE#LGFfjC}baovPX1LKE(zRn|t4p<O zT;GaCS7fEj=hteuvz(Zpb-N|RCo`%t?jVPdI|t*0Z+o472K%MeTs6{v7`6O^X75g} z1yyr4R9-&#dFE3IKXKb@RUsme&qkXp+ZKB7o@s5J+lMaRf2N=JOt`Bqd(X<HB=IKu z>8;1oAdQ=BwuLWOir5~iop)Tm-+o?>RG98`gY%YFE;FYTXg>W?{GLN!_<*j=+%@^C z^G{uW{czT-*{is?y|jP5ztqH}l9{9Bs-nBbW9bQzC!$41k{lmibS*x2qh@2>`+0M# z|Ct|KdM~7_V)u!-w9LZiL6ePlxv)f;?O8t4egC<*!qXpTuiagLcXRR84SegTcm;k= z_<ts|^Bec|zD?_^Tjp(iz9R5ip)|i;a`nA@x5L(dW5bQ7E^^68%G1ir(Q@6Fy(IqL zH_?yR9y(stcDS@JT*K>D#gEE<4}WC_1*`fWD{t>Dy}!n`PJ4aG+8_~|a}@zc5|-_o zm{<P&{hkmX=Fl129)DjR_wXL?oFJ`0|HpiDPF`l3TK{Xha%Enf-yEZvGMissaBFE+ z(>8qS_IIU7;q8t%Gx54xQxoOo60RlGFd1|SwJu0yw@&7n!av#Xwbi}eMYX@4-|=jp z<sbVmP&_CyE^b}OWsZ~Q{^uWjwd7T2^2cX??fCWolzJP@_WIacp)UP=y;q8gfteW_ z!^)6T4+{jGjvYJJyJBL=j=RdtF2^@lv%b3j>ey{pmrvW@7tMNc?)u-mI#nmtz8v25 z-&ew5bA)qOPOO{m-<5lJf(D6LPlq3ANm*I3ZJu-3IX=_F3;rEgbD;23_B@k?-xn=U zb!z7q*WsNma3R~L<kqZ*&Sf1fYnz>$qGGSiUn&J2Cfap%PatTRD9iO0ztn5H?3))F zk2zh|3#_wM?f<%b1#@Zg`DIIvTb>CQ{9VE-(=S;#yJp_f_#GWd0R@{^UH&xJz3x)x z3I6^6?iTN{z3ujYdm>_lXD;7|>~sITwnXJNuN0a6<BVnP`{Rn2pIrWazTmGoU&z^+ zGZS~qe#@1*HRC(~l}6a8PEx+n{^j?&Z~eZ%@T}d=xBf<1hxb>A{`eZT!Kd)nxBErS z=|5*OFnq4K|K(--y!{yk!r;-GsHOF1jT~|+%vmQ_zj&Q^Ki;%Vc6X9XZ?!{y>!&BI zwa=D5h;7r0eS3(R;lS-9Yi`LewwFA;L9*`g99e-=Rr!*2Z_l>rz219N?w8KAgGxVZ z?#9jyzXn>MS6n96eN_Q-DeT#)pO5WVeAC{NU8VZ>uC<wY?i1(RI@hY-?&o}e?6=~> zRdFXz_PERMD8Ho5(hz97`z2y6?2PbDpKh@Jy%cq5_R0MdJ}ik{(eAp~TESzYT=`w4 zE7#wxtr6%wS{0hFu_sh3G`9TEtDhVU5@%1BcOLz+;kkK!yqARL7LSFlT)I<MNR~b| z&V1P#mEJv_c|qez+l`sCbKE-GkDlK2OY!H-wXfInai<-govLupr2^k}H%Zr9VF#Pz z{`}l2E^ZPv)y++)WoIiZ!<$`^TeMdz{S7x=VUhWA2k&%wqxr4>^R6U+Tj;v5<d{CU zc<x{AcCqqT*10du51O^S`q$|Cx!&UIjw#Qgt@>kjUQ&GdSya=1%Jjp2($+nHOLtz5 z_g+=A>tS+xef|@U?yv7Fgdd)L{&~6Iye%m=KUr>03+erk{qp6mLs7}n3=%9}tCFsW zG%_9xNYxT$=IKprZEcm|b6>bl`6)x1m`(A&1I64wv-y19_%H;`nPptMKH*p6X2)gx z+v|+dJ}%6YUc5d(?x)S02P*^Da{Qd^UZg!S_PVJ2^4=;t&ANH!>{C7luda<+8hIdT zueQ`({aRbduA+@8H$Q>gFiCvlTJ9g*;`*U~SDG0!FmPB(^!tBev1oT@Qm~t^FV-zO z_27MmuTPUTC;eN@oMSO#LGb>2Z`aM+x8{jie&*LVR~nz}R#nKldvKkSWYp4M_Ng21 zapo`jcCAwIVR71728O+-_8g2(b>eednZZ<H;rC(d(uhh+-USy-wDtsMCMLezyW}CG zwE+V|RIjD$w1;>1{i^($Z=W+q;NRTX`JS7XyKG$><t%J!w{~yi!KA%M@5P{RFyU8Z zf1D(;Qq!G>nW1BuW?SHu$(L7nty4V{k(Bnv<mLCb%B$7?Y$=l7RdD<PXZUs>3H$v1 z!{-7SJ{Yw!E&TrS#kBktOAjag4Zin9@%G)Dl~+IIhwJ|THZ@6_p+%<0!0=&2WZ~Mi zJI%~uq^0M1EV*zkxSHG7m+Sp~{X_=EeeNX*=jO=^&6{G}VB*UE&PLxk<lEfnN-Z`H z&)Mg6do*}k4Hia({CW|m$I6kJU9)O`h1l!0-<KVhW|%W~?wq-Ezj#Y4J-Kq}@7nc+ zep_CB_AEH}%1(~)zRW}}=Ja(xIsX1CTrhod^n(MH^>>1q=1$&|60u?S^7ZE%dY3jY zKe|QH!1KWhi5rG1()<0(ZBJeLA5#BQ=UO!XYM+_^v-D#2TuI3P`E{vyminBv6^{A; z!{(f~etn<0+h$H@k5B3T_1`Cl?0$bXY47)Y8TWs;s?CvoG*5GV$}|qk855YD_|%>x zxUmGV^sfz#T(j$s`NO*&XMY%M`r3Vrm2tuUf8G7o2fMQq&))F9trJ$7Us`c{MuFYi zI9*P=?xR_I{y(@R)qS+e7_t#~Wzb%kNngEY*(^Ty`piGI%S$##yw}4hX!5`IZbVyi z|M&NEooS9$>W6oKG+UnXVyeoWs$1um?u}Dq;CX*Ba{r6@O<sKcuZx%Y|G8E0?WFWI z>C^`gV=phRxjAcc_!sYN&V051L6<gfJDB&Z_uYPlqhDL3#T0FG3Nuc<v6{vHab-k7 zfc3Y;=xeX5%@6IKSJM5phJ~TW&Go^KwXHJ_6!P(X5_`uJ&%qEQlhae6EcEzc!P<cC zhZSyyZ!^MFm(AGI^8c^WY@sJ<|2D0u^Z0jNfA%GI_HP@G&NkZJ_v+NXt?D*^Z+=Mo zD}1l<L)glY_`dlDg?}v6-QD;0uS-v<*`N5hU;5g0sfXrEOIAN{oK{oQEbVvM#B<W& zN8KU}3>U&&bjlB9%u=(Q^WuikA&-b$zmPebiasq{-Tz|!uRn=TOl#lYQF!+3-O|%_ zcGJDPt=;^i3^Xsy3b41>lXKEPecm)98}If+@9DRe_r%x!TKUTB{pMreob9%D)LQ<Y z_pw3n*6;nkclW*jQ@k|r`HPpQ)!3sSA9$j&Chk-4r@b<kxz}oMEXsGcPJKUf#|M`% zPp|hKUv=5m-ZR>zEd6B7^^bfl=JU_bx2U_*6}ozPz46klmiY50E{I-}x*agHb7RQq z3noq+6IDDzwoRETvM7^{VTTMKzxyxGc!SLcR&M?kA8{;x-|N+WEDJ6fbEp4Po3Y2* z(BV(Uaq-9dY?JnzeLA+ybf)6&$8FnHp7_ga>$q-<oz`Pvua^Di;>>w645waxJSx6< zx{TYY;`*sMw@SWP2NwSMbMgLPsYm~NjXS%ezsqcW=6!wIlgaV>{-iwKxMHny+qz$$ zl5Wg=vG{)LtNz;5jd6Fizw!K6_Ur4rynp7Vq^qx9ONvfE6?bHt-UHCA{jcECxLJ-2 z4wp?_16krG3NM=D#Bji%Cv3H;Qnsf^VDGb2otG!=Q~tZwa>jz>_i?%F=kHwgBx3u9 zin?bPR{mC1$hvxO+rpS`nf80lcg}bytgZU?CTP;swM+~KuO7U-cS_=T#af%#S)SZo zvyDE@JG$z&bwKs&Jslrj-uGbym6r3OQ$?62sc<$ODE#B9Fg>{A^i#!_f;j>cX6(5o z^D7`TF!1KyDHk8^Phw!`kt*iUKK|DJ{-!_Q&)N&|FE@v+1@L|Md2j5OA1{TKqpr{P zVlp;0zB<>dkcqv`k-?+z_lIR`>z6&xEQpyp-PLvT#k0TK_ZmOsohoRTevgSEVpE3W z*>x3bPicPf?3%JjQcBVCLuqu3+d{!k*Hoz}SLSo($FjZ^u1-&yB4OEg|Mz8s*IB)? z-qRh6x7B<|{q;?AviRH0_pO*1;(F}X8&#(^#&MSBe*WUynq2qK@>ZYw{XceTd<+f$ zVsx&(t}vH+u5V#!r5C%U;N_y$-kw|rhX&DxjZ*|pc?wR@k27tW`amse-wXq>WS89M z7H5uJ+413Evk;rWqn&QQp1-+2=gXEkj7v1@O3XL&1X`B=KNoK3Fk{=hjC7Yw%>yk- zfj1wsSBfaKtU9-De}=4^p04Qjml<c7-RhJ-#!P$H%44&!<MW$)&ZZ{1o?_jhSFOeF zF+6zj;z2}t@E`f+?LEIV49fo=nD=mVl6T9$`)g#{zSYUSeE(9|Fz4dM-(Cxf{n!85 zF}=UuBjC)lP5kQoIlalt{wdqF#J9Jz)o%Q*88S0ADtkfEUbmjy(yU+X&Tf4(re0Ax z5zD~9VAFqa@!CoIICy)1ehib%Pe|M-#T~3Q^;c@|hgr@>@x|ZVPH8M#9;b0xf9>J& zdB?84tKJ;(eqZ_eZ)^;Evmfh-tq$8-YR%g!%Fny?@~i3B4t9lS3(q=Q)h=075iLD= zu}s{@g#is4gumWbtG@h5+4YyJPS|6Kq6%|fX+NFjkAC0wM(TtmPbjtBaCd>)`4yk# z&)sV&U$P<My%KV<tiRTD!Ja)a`&Y0jE1OkHzs@~!?H+G}gxkUkPa6_8-ZRXpFlSI~ z5zx}o($dk<(9+V<)YJrVw6yd<VA|>X>t;W(3i-9Gu339tWO|X%Gk&g;((lq=F3WyX z{Pvw!`X28A10KaAk3asXX>?o6$k27^l1Zz8633!r2Is|R{NXMX=a&5Ys7k^0*U2kq zUMWVDmCUJKzV7Yne-=GA<F6cGE_2x(7vImH-^<KUn|%HI%GhahcFoxIdU7Ajg`X?4 z*{gq_vx$D3X!q-0TV3B<>(aLuj$T~oe&xf@{rB^B1Rtupz475)gRV<KQ^J;p6j{ow z4Lkgtd(E0zo+?5cBVy9m&jz(JZ~r{R_Gp8aiv8x&+Ebrjsk1zO@l~?^{*K?@Tdy8e ztLr|0=jZQZcfZVMn{~a^Z)F3gHQSGE#>W^OW>1d1aBJggPPd|yn|fr0-PTm*U0c&P z(RfDXnQyPZ|KIoN`o5Xx%EQmzDV)Fd?fuf63iF=x&u7o_($Ud9tE;1<ySBwik>P;_ z9|KEZ^oj+KmMnd27PD{n<IM&CKU989ZFnMSy{zWN>!*)p?W!t+_;?vs{bo<&<$dw+ z?K4S<pFhu=r%d1fzsB{{WaY_+oSM{S&eRD$k?<2}SvRxc;ja6ISHI2`POAD@QMv2K z@iTV6dYBfhTif#^>wUbnTFcJebszS-zslBj{++kOS9E^d->0WGr;3Ny3JC1`F=d+e zhTfQsxwF<Uxwo15nBdkg@8oY7{mwipP;zZ|_uis=46~M9&EoYvt=V;`Fh)UO#nmjH z!yc1VJSQDqsmm%%acj0bw|h+&XwyU9`uDrMM3#&3MeTT;bi{_A;qBA2(mKok&)9J1 zT8IA~CeV_p`cwVE^MCyp{Biu*KP4Upr^SsYcVBgw+@yKls$4<wex*nHw+9v1_b#vg zaOkM_FW1nJ+GV{89D37FKP{4M3)DJ&HOtiZvYMKjM4O?{<6YNYojx9<^0%DzMuEYL zE9=X5=PuXRX5W$pZUU#g_jk75`c8qV;aK?89lquE(hLm6`tQ#z-N>31yYl$)VCCDh z85mxu*X62&lqB^0R_s|e<C$Qw`8t^Z+pi+8Wxvd8D}OBS<;ro<<g5XYlgC00(Qa1; zkCh=w63eoensZDQ6PtF=TS{&NGc&`2t22UAB=5alJwN>ax5LLcAKt(Db*4$RSIBLx zQnT9h$L+P|ca}E3-fU3l-sAf9n90=As@J>X{p=?w%cS^k%{?r@z>t@D-D&!Vr6&zO zH%332Uh(|jr;8tgXUtr2PtE4_+z<2GzH491+G^sf+;SvI(5YjYWbd*$%OtxNsR(uc zyJB_K*l?DlwePRm-yXBGt}dK<`$DTVoBxhosfT`4R?C$2F*S7g^te1PY=7Uk+Ul*h z#{d4EmxE;LZf)ALdxnPXugU`_yZB%2>-eAbL9F>$>)Sb7Elsl={U6$I_PAExnp<zm zaJ=x*|F?HbV?<s`Gki!-o9!ok&?%7f<&<{<Zw|cM>}R|Cv&eau^A@kqY_9L>nADVD zF4n}Q!Fzhs1|4bR_wV~zTT=zUeDT}yv+f6TTjlckmCxtS{4Ocgdp1p5Q*&cPj#&5F zHEY(aTD5H9x^ropITtO=&I;w7`shoE94E)dwahV}{oZt)T%*F+>1`CZS6m_U-RkG8 zp(+<ltiN6ep47FJBRDjCb;WP1_+LMDx|TGAw{16mv&fD4WBZF8%i}8*<D7rIIdRD} z{r;6m?!K!#I_EyxChPrw_T^=NUa$C&$KurCxcqdJ4D$iQ9>3+r5+!VtPd+RVxo^qN zFstrD#rHjD9k1zq)|<L&m)<QSDOuUqS=m`HtulW8kK=AU(H(Dn=<cOs7Z?6N*QNNm zy=+n9taZt4haMiReXA~WI_Jd_Mu*G%bFQr~IlkcEUv~dHr?!5&lApjhi><S0{*pU2 zks;-E6}Km39&AdsR_?Ydp1071`9}KcF1EjC?WUexQQ_+98W}0cAi#1k#fY;>pwlJC zEczS6oP!A`w90-aiJanZ$f`E)Q{XV0?YsOU!{I4YryBAcE}U~XaM8t#mMOa$mj2lR z@?qcOSFc_%eE2A6KKbXzXbzE6{JmW7k7?GGw>tfN82Iom$EsN0%zZ1YpNn{PyRKig zYLfgllla(xWs%~`17@+V`nD_}N=Ivt<`l8+U0bhpEGyxj{Ppj$fI5>ag*Q30rYbG{ zx#-Yt!LvqFA6<@Zc7Io`=)H7?{C=}5$M0P<E~$??oWChJO6}F7J%aMVnoJIrm6q*? zCwi$$v|Y?7v6_3YK;LK6hq#!s^m6aFYV#cee@>neBFq2#+g2|QrRQH_YhtIZUnq4s z@9NgM%v+>p=`%2_-TeK_${lum3`aIkw$3k$7p%R~6&YIc{lTWW>3K`0PPk>ece(C- z@hdy8y)I8V_HN<f@}-`JbIx6Rk?_VW>)@RS@2)8SPg{4A{eJz8@TEaI9X}tR-yJ{A z%kb&>yPicegQoti+x`8+y~*vJ(lJwIryaMct9XBM?uUQ#dvh5MgzWmZ_5GS2#s(An z?JoCkct|e3%$oU~tJ=q2pw#^7p<8zA51GZCnZA2<Lni;NV)d_yUVkQ5s=d5DP4;xg zpLNVnkGr*&Ki;P_HOcA5oV)y&`~A2-aYYHMGlcwmbK}s%cjxl-9E0n;PpC6EOest} zDv=)^&YnL1!Atk~({1mVCKo4#J^ABMzkjFrr>vzxQ=a<&nc^jQe07lj8ClUs&)(!b zH_duF^?MM*%g4HZ)8_9hEy-(GeE382%tyzgnb_Xfsp{_CSbOc7$icm95ASI<Q(3+9 zOpL{$b+YW~8MCV+UO#y*qQMj2vv5_q@RK#ur_XgSou2t_MfYbnlPO*k-4+{4@El#g zI5}$FejUD@o9FF)cw@^u69-Yx)naoWow1aAz3AV!4_999k9)QCs`=Lg)A;3%uWv0| z@^SOMsjpXUHIK6X^lix;Nx|+M5#LQ_)AH8;<KA0udTGs$jd~?_H~ya2t;49o&;RDy zyxo64&HCn*^M{pzAz_x^=56Pz-b-Hme&yVPTRW$oSR}6hv+W>Tm!B^~O6t3}p9@>n znt4|?FW&jP|J^}#|KO+WSCg`m{(Su27NmJiYOmoV_Q1|rfBCGoCnh9Fytw}J{F3%V z3bwX$zk5Dkf4isf{j&R^ybK~?OSvBA`pDj5V91EPEfE%@E5^*gkY<^+EnGac;aHHS zkmYo9nUzu-kA}v+lail0XZE`iLFFYW(dS*GuYb?>jlE@B{{QHQb+UVVgJyUIDowob zvSee#njPQPafeQs!V#z5^VzP8kzs<;nH#Hx-kVn5Z!50;eunebJ;j7$O_6qNTZ1+C z-7`+Q@a{T`!P{xB@1!-pUuDXC*L&Ey|9-_`casO{o>rA1%Y$<6@8g_rquwoa{jA+G zBkh`;?N#1=nfx~@Gh2NRe(Zca$-r0Zd=&SGc%JwAq4ragQd3o(RFndnf6jQdEa*yz z(agf4^Bucpww9h{*S~B2VEJ+O=jS5-hOhst%(y^p>Y|5J_RsTKY5Pung+|iXOH1Oc z4_%+N>T#2{@t&kr|1W;<{nPL9ZtaGd5B~(-uKSv?Bkh>=m-&zCYK}I}w)2(=m71&a zwEfzHxMe3ae3q_QvSi7cC2LkKQ?vi(KBKFxsL+kApQR;2Y~Q)c<=>B`hE8fYa%X#{ zJd4My>E9M@=wg}G)|kkyy3&Pf#;RSj9>lsiDz6loxS*$h>)UIdyzGU3IZm&h>mSK> zOyw^-!*!Z3YWEdi@1V#?%{4-k8A8wZufJ9BF!ydqm)PRtQZe@{Klx5x?)%d*@ZsH# z^*&2G%D>3JowYwXApZT)i8i6nD-)G3oIJVjoEe{;a+v!P?#2`TJkqb9KX~)dtYm${ zgE@|D7Rw&m6e-B?el3|@WwiQXo5j70`9TgZ-!DAe*5=3kJZjfV^FsbblV&ix&r4Iy zm3Wu&JR|pcMy|ZfH;1NGpMvu5)`jX!_uA-t;mLthlXtJLJK1b|il0N6tM$|2Sr1NL zzM`LX@YK)p?s~zMA-6KLTwl#CKGoj|Dach-Rh_h!25AP(64%-zt?0e9<FUosXRM~6 zQg-KpL%R!oD}T8z{L=s`)vvBwW)gp8qxZrs5hZ53Ip14pe!9w<`tR-|kyG`Iq1C|} zx?-aDM7+AMe#&1P8Wwhnf7SAXYj{Mwim!b-9Id6;#jQ0%r)ueh{>u{sG*S#CcJ10F z!{=TX!nHIt^QZW8i@uesHiuq`kWn>jKb*OA_3EWdRjb2eR8~zs`li}(X}a1ipZ!j? z;;o<jvwuGHozxMn@<5Dp$I;ZKF?n?$@b9*H{=L1`)926s{_bw{Po}FU4q0D+CuV+U z`(nG0e?PK{d^c^;*Vj|7t2I?~wp*(C(aPq=lI-vE?)Lcfy#4DOKBxL-MRT*$PyH5i zB`p`$r&C!&llFP&sChW)2r)ABx?R3*{^H8Y%{7dYM)q0X8*j&7O6B@E`P+Ms3jOXE zAcOZ*E9n?HE7?mhT$Zc);Q6bYU9(=-$ouw|7X`ciXf`;lT>f<X-kCnjCQh9A=fZjC zJ3C4*AAY}IQN3z@@TT~px~=LTznl+U{eAfp!B=;GpN%&^zgKsy*55O)M0c;-zgpqO zuC&F64)r`%%lA1Ua__rWh?$(F>+?s;A3aZFb`#!jXZX55S@Y)9Q*H;n&Ch<$@n$yq z{;ExMcT)V*PoBBm7hjwEzL{M7WO=HfyjSwx*zIL9`yPKd^6t}JU&FR2_uT^5`<CB- zCUC*`-+qxUnaElH^h<xAi~Z>s|7gBWTp$?4#r+Kq3kivfiaPk1Gi#!Lv%n;qdk>^H zy<IAz*y2%lD9L}l>c*W(n?60=m*^Ml|6F+L^=DCSa;HQTRdlPr|JvK&a_LNSb4=J> zk?Z>BY;6y&2|tm)y-U?&lDz5p!=-nbIh{B-FXi2<3)fR^m8@^M)n_rwTVYap-Kv{C z8V`>joiK6PTaL2GNjh#F0yR56zGisdnf{q$XQ9TFs#)1@YoEWf{pq;%MnrV&pScPF zac2IJt(szjDo#0Tnu0YQSQ;N%Xo_9lx+Ox^>WbE?ju-!)vYefetd}b(QNqvnrbyxA zz76~9j)&d6e*Va9-w$u{F8J~?*i~=!G3S#@TkFf7@%GK7?2k|HXc>evsybUsGcXuz z*q&3oZv%^?^v<OD3nm#)UUM$FWlGNT%{l22|95rH)ev!=m0EGV@1EPkjtgR<4x&k( zDiY0(AAT;GBy=umqLbo-3fD-<y}8jpjY=1GJ$lr2y>OvkyCDOEQ_IX>Tp#XT=F7F) zn*H48{e3HzvvEe(_kT{`J@sMKty!BImRu}wVBu`|asGVUd)xmS@jZ`2f68~%6}i4T zw1xd`cU<=L|Ic4scs(QR?UrLAUe2>pE9wR391O_X@pi3_{Q|eUF&$B-mTf*SD|2<5 z-_)C@ihis*?3`wI$GrI1C*fo6#~2(+^^RB_&1O5nJJIfjsrsHD%O4;A^>Sn9^4ZQ} z3=AixPilY7JMUd-%Ex;t|EJcj3|ThiSitlO-oUE?ntuMzCpHM&wmM+?{>Zu+XS{?a z>`-}pwVH9#vwc-@0j^BGn}hjnRaZuI8HAQ@?b^QnbLvikY|-iSH}M?QUmNiL&SG6@ zkAIV2OyS>T{Vu1})U7PaO;n+!!~B2r&Mz+}?>f23BJ8nRS=a3{ow;7Z&Y2>j_jnh) zWbZ9Me_JNyt<n3Sm8)Ja(p`M<;>LB`mQ7pNJnjGctpXi;er#2~qnj%u`|JH038VT9 zb*W`9t<p4P<nCOrJG9YfMd+N>1_vU`l9!cs&6mAUe_}$Vp{#9As_lb_GG(=Gee*6{ zU-`c;B=F+tDN~m3T(s-x$8Cz2n^=#Rxru4c(P{m}*(S9r*6#JWyVdbm7^ZzT@2(dF z6|nVUNF}0ct9k3Cq^*D0lS6jT`ZVA5DyW!rUBBwrsk#&Ku>sHW#g+$X^e)QE=URGn z(V^K+nHy&vTx&Wh$L2ZbS6xA_rTfwZ?g@21`TIM^tXp@QN7VMLqYK})1Z((S<~byN z*dR4kbY+Ow;)kJ1f{v3^Jd-5aJcJB-4nGW-|6_50NEX{eUIrG&3mGOY6C4y4Tz<K= zZ9<7vY+=P@$=&UI|83_UVaSk~>zAhItmZG7vZ|4J!J^H=f3Mva3-3Qs5+k_XxMOBn z;^Sk^8_#pQ&IxO~raW!EeAW>LhQhKxjc?hN@|TKpy?iCx`}^!|i?hG}Iqi;5a%p(T zGxb{RTIaMgvy;|Omfx8bb>r%Gm+0dw6Rq1G{%!+XYG@T5eEvxCm!_NdSfy*1&C_3d z_soLte=^U1_%2<)TGRB<gti|m)64VhCw@@b-4l|T{>Cch+8V`LlR}1<dwCm$AFtgu zC+_L8Mn;ASmi2w}11(;EvDy4=BfIARuC#)J2`V#Z&tANArRr3#Rwu>DC*LHdgslI) zMQO&j1NZgUZdlw|dGot++4}j0ruoMk=bxRzz#y?sTIf)XB?E&*+v6vnb-ByMTXObp zS<T%%|MRc8TX<y|PW;h6eJoGwQ>;MQ!IKTa^L~E{ZQUou#=!Hra{71vT-|5;x_D;q zP1&7z#ESp_Q|bH5&p$YO)9%m&x3rM+x5Tv1d)?fd@$=GS+kXA-$~_{AC*NLethRb% zX>hKgEzzQHvUG8lSL2tn8!heUhRE;F`LDM5+LudPX6${P=C}Svbw-lE8pDIENzu{Y z?re|DxSAke%C&S|T7i3)-*WB3DIPAHZsv$}w?6*S{{8(^_g^w|RwgFc7rlM<@Wx8p zaPHOG0X<>N#|<ZlJuSX{d*`<+fsa;ff0>nf-C3Af!2ajw@9oPzo1gvq@@7<|=UU%z zY4OcbmJ<x-ti5Y|VLSg%#obF9XV*)_UOkZ6usbd<jj!>sMX%f9hY|@Ae(UGu=Z2Q| z%bYBY-c!{xcb{7O+FR$g{GarcxusrqM_eBRL&o0r-j_1lzdrapYc(I&Qp2+fdl(%e zU3b?0=9B&UwOT^5^yQ_cxx33gC7bkJyn1ut*VFCiMN}l&5@zkVEiQAvK*7-agJICg zHPzpLh}oUH#T%=x!1?~^(G%`bwP#+Z75;1y5L<q9ZpS%eBh#EOMx7_BW@){<e0@{c z-7{|<W}Nk`{Sh_osPC$mA5XLNa_^s8_5J3WJdsoGy>g}ZPfuRH@>6q`p{e1&AJ%=3 zebiQO3R3u;BM_VDy_?g()YsJ0ZK=-bPL;ZOYk%4>FhqS{sqW|h^4Z>3{MY91u9KJF zveNy*mHFzwN<-C7S3Erx6?Mi+c;ZC6Td(pr&z<5m)yM7MuHsdZe+vUn&eYtNUf7l; z?Yw)!)@-LJ^8%(HEK@(To|1Z1TE?+%*}|ZSv3^Vp3X>Z6n4kCTFsi-m+CTT;R`<mL zBEPR6+Fiy_KQBV(*~bctw!)oDRXi_bmP}Idba^Dvml$z9@9q<B6Naf`g*T<7d>XtM z+HNmfaz7>aebyR2y~%Z@lF?rtTxmNxIsDK{1Nl(XR7WxYMG49mf1la6p?=1#xnG&h zJf?`wV=#E@Sgp5q!|x_z!DXwK>HG+AyE0Gq<nz!Kt5()onO@l4c8-6SmATEb_a?7A z?Ux3geIRkLP)1<Ys#Q)ZoD4~wER0D8GkDZCzud?hFjcCyIX&y@>bN!64qn(QVYYOB z*{i)Jnr9DOY58jKEiBUcWzLk`V?CM0xzBIDVT-yK-<Fn;b*QG~@xBL_6+W(hvfC+{ z`|z##+6iB!Z13yl9)HIk`lU^ZSHx>;n!r5{MXR~%7Oy^?w%IbLudB;zdtTdI>vA&# zg9-AXhMP8h2z@i}=V!fDy)z#zjFc7WSm8K{<KyL^ynQwCN)tR--{;5qX<adY<H0=b z>WRQA&)4E_{Z44C65%|}b!mS3wa(H#u^&?2KU)0zQ6=wO#(gZOv!1NjR=9tiU7h`M zC#AJI6=jKkXMH|(__+1yr7oe{=KR@wbgpf>(MmOorGoR<pRVJOXnXnMg~1FTtGRJu zVaHO8W`7CcVF);RbN-uijOT*#vooGr{yq?Kf1RoLrAaNVd|}*-3=J=LD3xtZ`*iQV z-two@JtM4Qb$+jnG2CIx*HF%Rch79WeYLljFyE}v4Bi}kf8}j6sVn;yrO)n_x?g)^ z-Qx4ROYL^QxN@5*>F=99>218Zk31)z>5cik@=C#By@j*u)8F3NR`%uE8>1z+?%gOo z@$G}6+t+n}4NH&Dyxc21eb1Et?5#oKY9iNsx7;@IpSR3x@5h+?;-b^NmadQ67ZMbv z#1Z5Q29c5fF6w_hXW1GQZ@gmf(jZOGNl6oDoJ{)Y<$W}%P;)vrgY1_tPu!OVXlylU z{*Y!gb8qkLsH?#mQ~FnAM{zAZn#H!&{OY=80sHtwEkQ#*>6=sKxBp7QUG*_IaGczi z5)~5ov+wlvz-J}b!lv)teeH_*4UH-P=cNhUvrH9zzvIuEOP|(UDr!l5$>f+{+S|3N zgxUA%xm#IxOH6L9I=TOd+roec?E5YB#X?+{*LQgQo}fNu+qG-ojNS<*Bz=ieDtdeI z=<@A>+P-hUi(cA%ezVZMC!bc$nsAt9YRsIM=IX0>7#p6vof+ShyEf<T@;T>zs>$xt zn6f_X_lZBt>Rx=X`>Z6Lu5DTNK4;bSZF6_6x;|-ot+<W%-Zj_C>s~c~DauV<nzy#( z?3XWHM}AB^{=Q|>F549y*B>gb^A65ZO+RR|#{Des)_{WytAhA)Y9H4<IJWkPtm50( zxy+BgemogxcDLI4$JzZq9=h|_1%~DP=y9AUrl#ihthV-8p10QDP0cMQ{Cd3B{@7%+ zb>XMu;gjvJyx;4#hmYUPup~k#{%59yR_~0go2#GyxO|lN-23<I&e=QH<odmrv)%pe z#nrnvmgWDSU#=p4<vv6Ff@>3h=Kj4P{+w-<j+9gX=Fg1GynNN)dG?;P-c<d28r$k` zR?{L@tnQxLt-_)dt*L!^h78~0vh5kI8M(T5Z!<AWNZna^DNpY14GCtEl$ZsQeK&SK zTl?JY?b`j{UI*y^s8>meJ90>Hzt~Uxn^G_D%nbhb@aSnS=CArz9!u8iz4_y<e&_ZN z?S9=O{<ro&e#lXNobRi-{k?sYU!6Viq{v)9l!3v)bz`_ul;nwj0Z-nqKWE>bxYOd- ziH>WFCQTQ7z5M+BJAb2Qlpof<HlyGDnfW(o`8_#Sd3T~tFZQ-xU3N>#XI9IUAGbFD ze*LoBVBthY=T0}{D?!_HuDiuM&%HLq{C2?0nVn{r*N4>Y*pznc-tkn!(>8b8^Qu)? zH(8`!H?eoG_FlfgbN~H^r>=^v_;O}S!%}y?v#;LgWhP!O|FJ83CksR5oK3|^4c$|> z&h0(EVd}+Jm7o6}6g+n|PZ8(ts4kmybdH2!!<WDr=eJDOY)`L>jO6+8c<q$x;^S8w z*Y%avuG#B!Scv;%+cJI!5!LszBwu9QynW|nd1eVG(~<hBigym~(d^dm3#A`@;$RT4 zx7zV|-_1vFx&Kyg4-5pACePJQ|5iJ>Pt5Gt@soE>T`YaEDOjJCgW(A0=R42d{m%ZG zz<=Cs+PQ<=dV2(g-|Oqlt9^3yuk7KNyX-A@r<(2C!Z3CHd42A$+YF4i7fA1ZesJ#F z$>wS)akJh&eQ5VNXWgBte9K<FNG#De+PTZxW~RLC)c22WGBYyFtSzXx9~u60(|>`? z-Aupr`ktF^uyP43`cYD^Zp|&d{eflsyUzkA%-*zo5MJ%J>sG|<-Tk*GO{prqE5UD_ z9en(t_xdLS3<`cTp8xv%-d&t+_l=p6)%~|hZ09pDID8HFx~M0hrd!N)^Q%{w=HgG< z_SSrN;`g`Px;=jJg^zE8!oBpV0+-wq?>*iwA20eUD?9m}QBtMLGKmyn{+k7FU%gtW zcg(E&k&A+l_5PF{)2B{dyY~E!((p~Ij?c_6{(GwY$BJcdmVKGNtM>W2KMV9P9(nZf z<xSVnlz9%H=EZ+)i<bMmr@>BT<=rVFOD`O`Twa`)KK0)3fR76PKMdlx{JvQI^U$R& zvIq6NCmo&NHsQ`?;Wf)$xdfFy_4RIyt%z+AaB?}=n#sp(cK@MQ=ceELzZK6GKkm-a znZLe_@8(x8E$!56#ujhVCbD>bTKueX$C|zR6ZhS_c|SXlso!CV!T(S<!N!g^%!hyJ z`Aj<7r(<b+v8HSbhvLb@y?NKpIfun~>WhYSaj2Z!Q~bDeWy_Q&F*9BX?0MT7^6`t{ z$A?#3Zr8njWXGX8wKf0VXOBtqH|)xP8U<SmaN}~eXU@7AYif4p&$xW$^3N8N-0+60 zb2JVv51le`-@V)S3-9bpuW1rVi=XxU)y`+j7!(8l#Be8XcfDTZ(xI_;@3H%dWm`ak zPRlPOSF$**(DaV3%wN0x^bzIr-ba=0{a(YQI4Mm|=E<g4X=~5M_|Dq4_<uugxze)T zKGyM0N-Z5{nw^~w$-AF>Y5Xok(DTV$iF|9@MN?cjJmcSR6h;*-cKY~Az;e0zP2L+t z%U!xuSUa<uWb6C1)FwW8=yp9WZ?k@_z{F6=_T#gpcKg_VTsCRS6W23^AMO;yH%-u} zTer0H`l;8fLMoab5w9K_d`&X!oX|8iXb1PIck4dA_<q}1)2Tyex6xg@FA3XnloeYh zym*zfS<t<h!=-EIdH*v--*~GPCh1Okz2<)^w`b<dziSn*Eo3)d+VN!Gyo}t3#>waJ z?&&(E)%oFHl>GP1^!uTcQe1Cs<UGf`&3^h7E2I4z)k3Q7AD_GXyWQvD@)#b20|q>Y z4VxUK-M6h?qY^qb#rxlO>9mgN5|!r*UPx&BO07$~cHjGRSkm8=RV9-r2%1@yEZAOF z_A+$Z<nY$)*IUKy_tgB1Ti0=QSGD-u^LcJ}s@~}Di#45M;Un|n*R{U8CNCuR_O8uM zkE`3bX5VV_+K^c_Z#~yf434?I`K8R=bFx<qFaABvIZN?z%q=4WzwZwY=<y4`=N4SQ zC1z>eCU+%cJG1kNDH-~qGRd!h_VR~y^;T#wGAxk%(O-~%oF(S)owJkXPCp!4ko<77 zw|1?ZaQB~Oe6Lp?OjuR^;>N0r=KP_u%sO##ecEmgd-fLjK6;z(G5M|0o~_{vPCi~? zp~s}8Y_;u>>4C1L1*HP|KVLnLJA6DU^J2rjQ-zNbnxC9_QpCXEv-`cn{BJ%zsSh%4 z&rFt-xiho*Vzjl@w+GKePn0R%yIJ3ntZj86+OqfU{eN+nk_8?9PGw?X-Q93?`FwN9 z+NV231nez;)rH5u-({Y;g#VC@&)FWIxo&Z<Hq_kLDOO`(SohlKh<|_YMUyk`yvCJt zE85!`7zE!or}=KkT6`w);O7|@Piz;?XJkJ-g_pg*T(^5yRBh)6+dtX4`O?|iKOMUg zuG&kqJ(Or;OmM66ax{~geeUUBt8K;%3=8&)K1s<8^t^hv_wSo+ObiMuXOxId_|z*F z;~gDr*5Y=UQBY->=#GaB#sANhHh*t?J0rE*Ejsg>W<Ygk!Ck&8Q^~lN{Ppj+>`S$y z8B7*ES$kw%n#j+WllKV8MQ^{l+{9<aq8&RPmBy?%oyfz`Adt9hAJdCP>w+dmYR!Km zSlE5~O7zQ+cFuK|qjrCCUCF_~aQ(_kKeyJ4873}TH}dAkM{SyN`ue-Iw-4O(DN64> zJ!3Mf%CV34za>nzV_;bJ>Pi0Ye;zq?8*V<8Sa#oxIm)+B(&x19k*wb@cPvtP{32rE z>!M<@Z($c-O<1aG)7Q6dQ_jx9vthd;G^hJBF|1p+QZZV{s(Ia#RbK222Qo^e7QDJF zwr<%vHEs9H*Dg-GqbscB@cv1-m)WX6dJI+X739zLX!oZ}K8dfraX3G5t;lx<hLY}| z*ZW#l-H#I8;I?R0?B0!rqNS!cGiI#n<J-Ka$G?e<VXgD=vQ5##DVo#QUtPV->Og5! z_O!jvCtisA_TBvYfxcgj2@Q-49UO<UZ+bHnM1MSVp{J+*6o1_3N78#PH?7Xj*4n+M zXV=`K$7QE_t;^rt;r^U(vVX~gr;<J^H=jSFJ3Xn-Cuz>yt*Wjp7Hx}X9q!W6eq6sw z!d^`6-XF{Qx5k@~x}Te8_x<{|i(7+KPWj7+Uk+HUr6*R?WA76g?0vK3+fJ98MfY~s zXa9c?R>Eu?{O#|Hl%4EaGp4O$Tfbn%uRz7fIq_@OELM$H|M`<4L7}|t&znn+UP-OG zv*;C<znK-o6`#h$%{ot?cK2*~zB1az{@OvWZTtLg1`38NCz;mNX5U|NB;@zE&Gpr~ z@5*8(-8j6RUpRv+oc;Qhiy~s8r}jN%P}#mfATx9IV}`D4ZhR+oSM8hXB=S_;@QSI$ zlBTJXR@xgzO>b~`D;;>!bEALN&)wUDB(zSI39D_{yXk4jv^8vMm8y4MJ+s=sAz;Ze z#pnzE!pFC6x$4c;y~<o6aLW0s7p?|bJk5Xf+xO>f0gojskM8-O`sB|~qw3p}zCAZD z`F+3Z-n6$-?PoKs6DC|*YHpc%r%3SPgR8uXqM^dxqA?vz49l)wUw{7c;p)66-3%Uy ziMLkYS!Uz(d~fBnNHx|6TMS<<VinTt%-)voysu)89#g}q>EeqorTo0|+Mz}--t&Hd zza(>_TTac_=bR!3x5(bDUM6?DezOOY%g^8CKSOg~GhE*zygSKA+tcCEq@M8itQ<GC zB_A)_v#%<z;?C<sr?e6y|GmDl-NwcE!w1tHwNFlLE)sHiznCv(P08oiiytsDGB6~( zdUa}NrX*9#gqYZM8JREl-ksaI!v0)3hlh$*-Rw~Kpybkke5R`wVT|W~{=Vk2_3P&e zs~M)|Fvk|3&+VL6@k{bDqsV%`j4!+!>PjCym@CAz#PuZmxfH7(Rx7T|^lR=ovtsh~ z&#DT#JL(=d&Fk%!^uFk2+Hvim{)W3}=eEm9|K63I+)!a&u76WvZv1nHL$|-re->Yq z5x(Y)(VXhPPmcO1Dph>vn_F@1@=>>Mt~>l+?5(YxdGWXY9#JKgirQxhO}n<I&-K}H z{~EvSJ(anYUsBW7Iiy_i(%up-?#vr2<{Rm9Y0K0bzh2GqduuI`wK9Dgci-MKk1mLA zH3~R6)AQP1pI={$US2+36u0HkhNHLJ*4%tEcYo@N&6)Di*Dod-$}c(c`mu3%+(~cy zpQk5zcg?R>KDaq~bM4!lH8Ojat9*?xI@`(Yr5F6X#DC6PX_J~8TMnDBv$OJ-yf}7v z`E8qcQ-h2L8#IsKIHzYC87+FinlF0)J;h{S``vM3_a^_VQDiZ_?i%g3cyV%UuCHz^ zyYBz{*@_GocK6*ZOz`@>d-kzikx{cO`DbnY&p4eW>iLDU+P?2~IW}x7;<Y_CV@GXY zY_q)YGHHIP{9hHFtLL6S^<>v~84<m;lg{qR6%IY;TWGX>gX9jgZ4F0EVvqB*9&Y}9 z%ikjG|2ZQDh7CGQcdiD$XDFBb`873?Wq0T@MgDr_n}X{KN<Un4T)nO0`I`6dQxffe zY(LbnR=Y;(PeG52oBZ={*Oyh@jAUzhTD3O*+3Hr!n3Ze~bNBrDx~Zt=?;KMDhLDM0 zKRkQO^OOCf%;$}hd-C2{e2L+4c>nIs<C{VD*4Ep9_Me%yR_flyxEe#>W$$NP{dLJi zJUjaO%Z*i^&HXb~Ouyf6GA%jxcaL@Xd(({{*8~W6=hw}6cVpq)b(<zlQQ>qE3-#b) zy%Z+%Wn09OLrYc`XGpXuANZu*nz?6^>a{kRU*E0ygZ8zrnyvl&@3pGyGgrp$|2t1u z{m-MCBVYbBPUNjsTE%(dj_~4kTfV(_mZaah<es=s+tT{n`4x7Nrm|YL#wXPcRSK8K zFaEBz|IGFEKkW~kU+{JHqeGw9$1R^)aFk`?nME(PE_)t`T6saz#K&urWmA_mtNav+ zMJJE_3du3I4wX#*7W>{}L;Umi+n(=R_Uc#51GV?o6Q7%&*vYx^?^gk*Nq^=jZCmwf z`+c7K9}hivZ+t1p_)?IzXy^Oq#pm~*x)2;}dLbZu;brXx9f8m%)46hPWwDpOU379% zy@|`ui-MWeZhiNsuY7G+fBQk1eUfaj<mMyQg*x|&Ln3xOHD4F>+F_6O=fBg`FZ!y# z-IDX---+wL7wVtORu=Tq*4-a|;Ow*TRhwU2%iZ$(MV3*f{iBJF3;!t8y|}g8Oy+RP z)SZ9qHAK9aSKR7%%G~%OG&KIF((iEbDL-c))fDksyy6yU6n@2rWdTuZ(h9PBRYdn$ zgt32B73NyH@0s8|rbY)9p^Gm|#JW`{dSsZ)dgE_u`pV6!_0oc8fiD$XJSM3u30fJ# z#lhL?WY+Ck`}~RbgqiH_)$8^Kuh*_Vt?C!`#OS5VT|R~X3P#U=usnZiE>d3dW4TH5 zhhqjlD!b42B_>VmIGA$j<rl4qEB4Ge|Fr1o@qZm>ZrI+qbtE@6>1{~e9_`ICI%k&8 z(a(GlE0_6jt@CL&)?HB%5z#wY`s2j^IzJ5*J+8OG!1#S`T4K`EH<mf~-kYcXoLCpI z;?vu!A6S+D#Omtg<lb#=KYOn_*zWSx?QN&#yWIc7w);)AuRGt&jnx}U^Mi{Y+g%G= z_xJePpYc&^n?F})us!shq|)mb9vG;|;S}xOel#gFBO@a-Gc)^jMrP*8{#fa?a~ogH zT@fv6TEF<wkL>)Ym*z7}1g5Iy&oR>Px|x4=V~h01aK5!NZ?7)?%D=5u;@RgUxqJ0B zkN<pY{BczE_G9~XclzDt6s8<oazCz2>htaR&Xa|K?uXM@qa;s!@Bed5!2ap^yPjJw zZL53w=9TaBY>j#5%WN~w&%M&F`O*E^%q98JWjc>%&v(xHeUR@S+l7oB0UAdN*DP7m za{l@BDIid=Ge&Rv>F1xH9{<M?ytUZ4rr>K@X&u8R1+!fTPM#G|bXYpk`0lblp|wxl zp8YqynfYt!BJ=dai%XW}MH(Ggvv<~{t~_;P^VNMN3<}-(@8$_VdYJY8jdjJriS3(0 z>iV~T`JMUw<=4lxbLPJJv+RvWotUiI$@@o79;<z_Dto62L&s#X-)HWZ7u`(A55K*y zQFz;34FyJqmX+$y`nU><%eH-%+WP5K^~xNd`>pKf*KvL=-(LDbYR{KT(S{t8!>f62 z{*Kz#u;R}vn|{IeO<8=bJn7lrdA_`Lt~;Tp$hhFu*`=Y2ndi*0-Q&J?@0TzZ28K!B zH%6<s?}(24UMjus?=}I32EB?+)xR9Vm+$jyyj;KkxHIn=sS|VTk5}lfKBw60rSG#n zUO<1^+D}{dJ~#8_D=6MpD*NU0#dIbHh9mVQ6=5CivGMc&74yqR8&^D2wPOmA5#84> zzNPZCi2veiS~96;%i6Z(J=?VXbl}g;$=vO`t#|Ka@%^c*IG=$b@K~#8@}AgO**UdM z%jIkJ*c3h|nfXdTc%AwFftbPH1BZ)P9Ma@u#DCphnH&7;duc(D{LY83Hb?JX#$Qrc zP$ISALrI%N3xE098*^reTH0T@pZ~7aMu=fa<n(F$9}BmZzB4bZ-t;EO{otLzpOY7J zvsLf5wAfk66It}|YVFRKCWX@(86pdkPd`y`XAeLBP+M<*{*NHm<Q1=OvRJ-;n)+Px z1owxxCe0tFJxvG-3c7Uh;?--{u3flr;TjlR0)by|?wUHCJ$PH?YnBo}Bg0R{XHhe| z*DHE38uadK412%s*wcv&4q|FY_8NXKRg%AV`pwIin)AQUIrIDeDphkUT}$C=<98=~ z&Yt-BIyv?Fj7Pf#`OjR7*(Fz=WHD#PXYZ8dN7IFc^!{G5%Y1%PJ&1uJWMak7x!2E~ zXn9in**Y$Mr`;+R#tkLaU*mWDfAzKH#L~O(^6bmvnHU;=d`u61YaZLNTXN^QKTp5y zJvmiIyT05p=8E>shvnMO8ux8qe($)dv(UZM-4pw_{F<@-sN<Yn)&K5Ynh?A3`uaEg z&)!A+ydEvo@kRM_eQn;ZFC|4@S2}r}t2Z+;h^p8J{CgR2r}swk;*90n=2fd(-+6s@ zSDG4E$NM?nueN+Bx%2hM-FruWm&a?m1(e#?yp%ll!+yPb?7w7<|3NNhj0_4@HJ>xB z^X(u1+U_23wD)YcU!j^@e{c7#l+QVT*H7m<x#|gXv|YuYLS04Ge_y`MziVa4P*B>u zFL~RXz0-vD*Dv^R<J{>@#f!hVx@>y4=W%CediwUx=uejuk6m&8Xs(yPr9!suLz?LE zKg+i&_eT9}b#;lmDRW7TeS+QY$QQD56DJhqB|ev4UAOm?YuB?ruSMl@)7s>^Jw10- z{kmTGEmr60vdc$e*;c3&9X|EC>a(7TnoC~c?+KG`6}*@<b?5f;$3<sFNY!1Refxh@ zg?;6$Uo+)*PE6f?>Sv8z|MAtURta^w96IH-aR=vi-4NNDv+=H~Qxp{L$97Mws3@Pj z^wZ%GS>`vziyq&b>>#FcY|qvYr9qEB|Cq6C+n=w>kM8zVW|^c+X;tHWvFqDowiowz zRc&TsV7Oew^D*c6kr}_fU1O8^yug8(&n-VS{r=q9@d~#$nlR62{I>Rm!}U@L(JTKF zKLr~y+&gw<;c_$K!&}$n@@RK;rD{7~|1SCJ(lpK;Z8N>)%j*0zPa5%la4EbV=fybn zepmH{qqjH9@-bX;kN%sR^E;xtXaAkVkLTu}nW0cCD6Cy3FT3FUp&3<mjJ2DB@<hFi z*Q-Cd*(;U4@NAOC_Ln!JuE`}vvGKoL*~J`u{^UOIz&@Rao0=k>n+?wHb8fQIOq>y9 zuD<)4>rU1sUtE)n?iMfcuNJ$oRk!V{c`5^g0^@d{RZEq<cPs4OUpZm&=GBWge?K(C zOTfOv>&hGRQ#*N?A4{<PDy^IJCE!HH;^m+1UjF%7BDdmYdG7ia#)cqsY3<rnndFzZ zXKdG7>$&R4CLW%5hYr42EAxiurR`q!FCj+@dA-~3MI<t=|5tSR%U<?d+mjf4kEc~Q z{QiB?|47%fKFzI{llS)Z?U)+rdHvO$rKNlOqJ8hCE>id8zs=rXa$za+X5ae@@BQLh z#0^?<my(y6EWJTdKjrnWy8GKdevdsbJ3l!qNymN#BZp#>f{GAl-(!ouZWkrC=0*Xf zBS{MbPCP7_aprspN9e}y8~Lo|;sr8<M2~;DwZz|h^*{FGx9;oaxR*Tp&|v*><~3)T zs|Jm;xU{sNDzBIv%JOkXYL2X|>P>?f=kVvjTKi{(M3q?0UA)SPnc={Tl3U03xZF4% zQnzDT-?Ar+`-MEcC-J|xse8;Tf3ab{>dPmAw#(ekR<bU>SlA-Kuy^`=_3C$5mtVFL zJ7V+do$Yp0z95FG`8UPC@dxkTTz7!2bCZ}bgGXLr;l19Oae)>L42o)Bd9+Ui<;`@{ zp1X@(YuTcuk#mcB-4@r@%yl@p=JmXXS+U8Fq@reRiaRO6yL=)G)1>fI*Vmln?a0nJ zIY~N6#x!)#mX>Y@Vdh;Ym)w2s_F<il?C*e{09Vh>2c?HB-Y=G5V9-3&vsde5+~n`M z7Te3u&sp$RmMKkV#?#~jI`x%_-~V;@b04vY3!R|MyW*bDDXCYR=K3zaY$zIfGn0Gq z<riF^oszO<UG*$3(9JFNl#CDXyE5N8XjAlt`imcJ>wP%x+$w(X#&xnx^!1rtCg0sA zmr1UAGS#yrDm0(lCpcPI|BuB)sTtoI=1vd0AtE#1LXY$EpDEg(fB(3CX!lD4p2=QI zb;P)j7k0Y%EWa%1q$B2SHpeY{iSV9DTelx>V-8<re<Zu&?>)KpSs&P@MK-h-#GbKz z>i+(1+s#!B=L`*VH*5c^N<4Ak*76V^=jg?+0s~o@e0dslbhVsj-Fjsq(%AH-x+oyi zP~0(^L7|(gOY+sLIgdJAy(d?_<%rK-)yKW=%!jU(lA#B;e9+rh7qxla-B%}Tvz}~T z;a3%uI@>V$R?of4vJVF*$`<nKuJt>-{g3I^ut@?&vB6v4ICqLH_;xMOfS<v&*-*wk zK=!XkVblq!9kX_MMHXr{ePd|QVx79F@TS@`+fDlF`=oC#<(8eX%4%)Mi&r{43<jyb zzN(WY)xY<wm|fv}z2?KETIRZ{nu2$8uGW9Om0Xi`@ZBTNc0SgU1i|y$_+z7tXZ?92 z`cvfjiZw0ad;fZORq~XUriv~pc(<nP+vBj??a%JtF{{40UiN&hDdUQnd|F)*celj0 z6<)deVvmp>=P3(@kSXSWGS&Au|JQtXJX~hS%gskN9<<(j|3LX(lOJgrCbL4mU63~5 zIqae|(M3s+t2Jrkj*B1IwzaMgK6tSAV(y;1ui`i_R{yMAv}3OLz1zQUX)rRZJ$`_5 z+WPHhZ&y97bZlL*YR`+imwSYSE*E^+>SJB|L~c4m=Et*#pKr?9`*zk3&!Eg}Ta7(g zg(irp{i|Gg;L^z{iW-lTb9a{p9d?`}Jp04UW0DLE_wF5E|8}nJ@p<1qm0es_E%4xN zlX|td{9W<$&R^o@$sL(mD}L#;CxfQ_?@%@VhjV{fWiOYp{<WsZA?V)jHMe&9O1Eck z$!?CbtyN}fI2ArU*=~BlgnO4y#z_?0taD&WIeNNSTs|~iB464<(WN5g+^5Usn@=B6 z(bUslb?*16O&?0nS?@L1TRn+I<=H;p-wF<w_G}Sv4OO{d!oy>&;i(!lDL!i9y^|Yw zxjpK#-mIN-UdJI9wt&?)&K=~zldVDuUhn4hoY`7plBhMydR5JTrDkon16N*NS}Pi> zrI_X4p7TpDdA8N8)L5I!>D~=netf&RIzP4BcTaD`_E#=hclAPKx-Ta4u6u9u^O^DG z-@j+MS4>v%Tz*l&NhR>_QjX4uGg+@@>z=XOr<b*2`ux>3Y<7FP`}KeOuG~9)YK~FG z>xQknpMS6We*DZozHNSb%<1j-Pq;U1{}jLLqH_7=0RHOj7v3JNOZ2vRnzYuDCwO^T zp)qr;EPKw`&k;LML{Gkkw(?aoYwp#i?cYAUoG|tF?c;&}`WP5)=Un;mZhM(*tzz0t zzxzgOecv$EtGi2YU-;SI=CSgE?-IK+{hm*8J-E$G?_jrndfiROB~MHe-L^leJlK4! zXJ+k`wCwo1hXOoKmOZ;w_ve1Q_3j`2znb6VhV6AX5M3SrEsyKi`n6IolQR>OpPMUB zdX|xVfWhZ%W!w#plA=xPH}^K5@3<=X(n;Zy@Zn>>EG?>c@ZQyyut=Z4c)RS0$lur8 zY&_DYMTK+b%?|Z__SG#x>YOtBp^E|j+gGY@_Be2xwfBXXvF(AYiYb4imp|>U*<#>Y z%wCvwq)SlGFYnwv;d86}=RIBAdwtfq-+aFJQfK%*ShRFoW;XNhT|dw5xn_AHblcq} zM>DtQ*`8jzDth|k+$J^luz7cCw>~_t`LA|HfW{R0Yb^foseE;gMSJ$de6#ixFtLg) z%StnvDS!C4_I*qBxc_!JcJ&8ewu;Tq+*_|(cu8sf<74%2<@Bci`|drVa=Ch6oza^= zR{d(r{{1aqxQW~N*IkaTTaT_DsaR4IA7B6EZ?b?>hl*;FVOt`Lr-F;pq$37CI%3@} zo6`5hyHBeAdcbv8ef{S50=KXJyVp7M$vvA2t^0fTU+$N=y+Y^j$JI`XoDQGn{VCPk z+C4My?|FxSf3jyET$Ad1oWs|y;wf|dWr<buK?Tnst*M)C=5#*MzQ0iI^ZEZaNxz*_ zyEUcV>yGPus&`KPb85j;&K(y&l+Hd||DwQgQF*vo&d;B+{!J3EVr`%4Nq&0y(dKFV zH6FclEBO|RoVuPVw{`m;1+LahEFn(<G<3!GW}crW^5a#LQT=9%R;Nr6q!oKtdGgkV zhSja>Ueq%ws5ySe(tv-PXE{~~vwVE`xB7sA%wYqW>81J?FI`I7Soh-jL6KAY*GaaR zw<WI1$`a~yx#ryNw>Z&4PpH#HNzkd|WJ1A;RkNJ}mq>2e>p4lJbCuSq)2&X5ZHW?n zmovAlTBRk|uP)ZTbLrAgtSKGWA0AvLHu+qgS4X&<;nBpzKgVSRTz;K<U{`lLzV1zL z3zvVd(YsWur%rFD|7ks`{ifIF*V{U0hK}`TU*27ue*N7h`N@p+dz2YC<L1Pf9J+nz z$d>KB*Bc^_$9t?=etGZm!teLQuEi;f%T%9QKTqLN{O_ZuUOnfCTPx|o9rR6K=2hzb z-P1ca&V9dOYM{JFtMQ_MeG$eh_Hs5onEI(eYOVM6b)WwKwuzZKZP)AV8QXR3xOP=| z#>edAy8FU#`usmBDRGm(GhBap<(F$nPT>B9Yg5$sbxrB8UNtwWwkCgS;!cBC7dRr% z8SpHB=<;ga&WAsl%VYm8mR|hE`Brph^i8qUsvN(2atB0ec9f?)d{g<*ZTj>G1BR)` z-1lUyZ&!Nc#l-d^fuZ5lq-%Y%Ki^3D*LJzOdPVoA%k#xDw;ya=W50M7>w<t;>m+5& zbi_`tNI(DX?(Wn77YFY6_dxSo|Mr&UQ?9?irC3*@>9_g+p@VDJ$M1<>t**DYe|l_M zN=a#->k<Dx57W<^*4%y0vi#}+LxxPpxXyXa?)kB*eQvk&%=p}9ZS_|%dCF(j%v?P! zEiF`uVUxkPpj}_r-24_PxGAOEA?43j)1Y#<A6*BZ$zGWn5?yNceZ$4|mXEK^6>R<V zbe3a9y{$^(?Q?UkTfe-%*Z--#yVjoH`;UBMv|DEPkL{%3cKf@t)MtqO>$42JDDT1G zaOcMf6X|+yw!r^i0(x&AKdt%y#H_s^XNrEk*W>OY`rY@^MQ(lGUlOYm9G=DWo+;!j z*uY(&-M4F!FT;XKzsv7^`}Fbc2j{Y^g(mg?qblz2tbT87|0%g%b&`XX-F~0!`pm}< zzgThdo(fjVEB*Za%F@i;zrXLPw%oX^kcVTV&YwG7>*Ffj86qWwXTB9lIJoZW`rxAa z+W5uuVt0Rkll5fRqdpdc-20{V>rCo}?JgZpzqHKz<)$7LhDS5zpRJOP{MB=7Qr^Bt z+d1!MIHbh&>3rrfNxW3eUdgGfpDy6=$?J5%+NzV%j0^ttXiU-n{(j5e+%;>Tu-BSb z?5^upi;>#-aLxZ~v(|)lOfUFYm3OLC|28i}%L=B>M_#o~tM+#^7@lRa(F$`(?cv`k z9{I%R{1nYSpE9#}P9MGK?v(2LC@aTy`~14%*%1}*kIbq}o_65q+D3*0U+$EZS39g- z!ggf!>FM**pZUG`EzaPfr5)vJH~Uj@c4_FO@TfM2?Qt#IGXz^dwf^I7=U;nygX`fR zzs-+*ND)7{!s6W}<K0`u_2Twb{QGpYTRi-xZGXqarx)267<O%(&t9l&^y<=8F8=*- zzBY_TQIV~F@7Mo+a!$LovR|cNc~Ru!{~fzP8b43he=mK$bKj4EMcHZB%uLPpUE8BM zCI7{KfqM)+?;eZ&PHU5|Yhq|Pv$x9f?5_Fw%gv1D*8aY^cW2Gh!^<TWfBo=v(fsII zmsfAEZ;jhLLnUhhhrs`<y-%LsJj&F$Md|mkrLS4pY<XTyWoTISTRb_m*7?kBY1{ng z3=E7qo-U3dC(~}8TeN?@+nb}ilNK)wUK5}Dt1|e==09DlwCWz-R(~nKS?=0Q!PZZr z|D+%C9x$A}<;2u54K{_%%F3H%|K`}MT8D1qE;-Y=BWCV(A%=!)SMM+1yJPbF`n?fT z@7#ZI>-LUn|HtoafAie>-#6ij>f2ey2M({>zVh{jwKMr%U*mhdAYn3Bo}0>xs-G|F z=SZ!c-0#18Nr#H#?7GC?(<S!bw7q$MQUBE12U~PIe{PDHHvi)B%s>s_wyP<3{u`CQ zyZ8I}t@Br`pNpKj9vE;nKx4|ZMlPg9(?4!JzwfejwdR!d&afrclj>!6ckbJz(CYLv zJzy(n8Ft`9--TNuLMnnabgzlmC$Cwx>Q(nXhYjY6p?Mw?DyMIIb>(aU*VEm<?Qg0w WGF{&9($B!az~JfX=d#Wzp$Py)Hv}^P literal 0 HcmV?d00001 -- GitLab